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+0.4308898448944092,0.11924868077039719 +0.06883227080106735,0.19995661079883575 +0.0024669962003827095,0.13006648421287537 +0.04919425770640373,0.05072088912129402 +0.13237421214580536,0.06929444521665573 diff --git a/Nov25_withoutPhy/loss_log.txt b/Nov25_withoutPhy/loss_log.txt new file mode 100644 index 0000000000000000000000000000000000000000..d36ecfd56a298d7310d7fb1ca890a21003847960 --- /dev/null +++ b/Nov25_withoutPhy/loss_log.txt @@ -0,0 +1,72020 @@ +================ Training Loss (Mon Nov 25 03:11:27 2024) ================ +(epoch: 1, iters: 100, time: 0.289, data: 0.351) G_GAN: 0.699 G_L1: 3.283 D_real: 0.386 D_fake: 0.867 +(epoch: 1, iters: 200, time: 0.272, data: 0.017) G_GAN: 0.687 G_L1: 5.749 D_real: 0.258 D_fake: 1.112 +(epoch: 1, iters: 300, time: 0.289, data: 0.014) G_GAN: 0.662 G_L1: 8.806 D_real: 0.356 D_fake: 0.997 +(epoch: 1, iters: 400, time: 0.517, data: 0.015) G_GAN: 0.952 G_L1: 7.724 D_real: 0.339 D_fake: 0.745 +(epoch: 1, iters: 500, time: 0.286, data: 0.019) G_GAN: 1.021 G_L1: 4.878 D_real: 0.387 D_fake: 0.638 +(epoch: 1, iters: 600, time: 0.291, data: 0.015) G_GAN: 1.325 G_L1: 9.292 D_real: 0.121 D_fake: 1.364 +(epoch: 1, iters: 700, time: 0.289, data: 0.016) G_GAN: 0.956 G_L1: 4.641 D_real: 0.331 D_fake: 0.935 +(epoch: 1, iters: 800, time: 0.393, data: 0.014) G_GAN: 1.775 G_L1: 4.685 D_real: 0.783 D_fake: 0.818 +(epoch: 1, iters: 900, time: 0.263, data: 0.017) G_GAN: 0.802 G_L1: 4.776 D_real: 0.995 D_fake: 0.522 +(epoch: 1, iters: 1000, time: 0.262, data: 0.013) G_GAN: 1.418 G_L1: 5.363 D_real: 0.310 D_fake: 0.671 +(epoch: 1, iters: 1100, time: 0.282, data: 0.013) G_GAN: 0.895 G_L1: 3.313 D_real: 0.276 D_fake: 1.246 +(epoch: 1, iters: 1200, time: 0.406, data: 0.015) G_GAN: 2.007 G_L1: 9.710 D_real: 0.453 D_fake: 0.726 +(epoch: 1, iters: 1300, time: 0.268, data: 0.018) G_GAN: 1.091 G_L1: 8.128 D_real: 0.233 D_fake: 0.624 +(epoch: 1, iters: 1400, time: 0.297, data: 0.014) G_GAN: 1.276 G_L1: 4.043 D_real: 0.253 D_fake: 0.737 +(epoch: 1, iters: 1500, time: 0.286, data: 0.018) G_GAN: 1.194 G_L1: 7.339 D_real: 0.413 D_fake: 0.681 +(epoch: 1, iters: 1600, time: 0.401, data: 0.015) G_GAN: 1.301 G_L1: 6.415 D_real: 0.613 D_fake: 0.470 +(epoch: 1, iters: 1700, time: 0.289, data: 0.017) G_GAN: 1.387 G_L1: 6.842 D_real: 0.277 D_fake: 0.713 +(epoch: 1, iters: 1800, time: 0.294, data: 0.016) G_GAN: 0.908 G_L1: 4.057 D_real: 0.562 D_fake: 0.726 +(epoch: 1, iters: 1900, time: 0.293, data: 0.020) G_GAN: 1.005 G_L1: 4.261 D_real: 0.609 D_fake: 0.354 +(epoch: 1, iters: 2000, time: 0.510, data: 0.033) G_GAN: 1.886 G_L1: 9.498 D_real: 0.130 D_fake: 0.511 +(epoch: 1, iters: 2100, time: 0.290, data: 0.019) G_GAN: 1.960 G_L1: 6.760 D_real: 0.090 D_fake: 0.401 +(epoch: 1, iters: 2200, time: 0.288, data: 0.015) G_GAN: 1.925 G_L1: 6.814 D_real: 0.326 D_fake: 0.954 +(epoch: 1, iters: 2300, time: 0.293, data: 0.017) G_GAN: 1.244 G_L1: 4.219 D_real: 0.790 D_fake: 0.306 +(epoch: 1, iters: 2400, time: 0.399, data: 0.015) G_GAN: 1.462 G_L1: 4.533 D_real: 0.356 D_fake: 0.695 +(epoch: 1, iters: 2500, time: 0.300, data: 0.017) G_GAN: 1.622 G_L1: 3.357 D_real: 1.053 D_fake: 0.123 +(epoch: 1, iters: 2600, time: 0.272, data: 0.017) G_GAN: 1.546 G_L1: 8.291 D_real: 0.170 D_fake: 0.727 +(epoch: 1, iters: 2700, time: 0.265, data: 0.014) G_GAN: 1.348 G_L1: 5.195 D_real: 0.732 D_fake: 0.264 +(epoch: 1, iters: 2800, time: 0.389, data: 0.012) G_GAN: 1.080 G_L1: 4.106 D_real: 0.887 D_fake: 0.908 +(epoch: 1, iters: 2900, time: 0.273, data: 0.016) G_GAN: 1.357 G_L1: 5.151 D_real: 0.398 D_fake: 0.444 +(epoch: 1, iters: 3000, time: 0.271, data: 0.014) G_GAN: 1.292 G_L1: 4.041 D_real: 0.566 D_fake: 0.464 +(epoch: 1, iters: 3100, time: 0.261, data: 0.015) G_GAN: 1.071 G_L1: 4.183 D_real: 0.580 D_fake: 0.440 +(epoch: 1, iters: 3200, time: 0.379, data: 0.011) G_GAN: 2.061 G_L1: 4.402 D_real: 0.136 D_fake: 1.333 +(epoch: 1, iters: 3300, time: 0.284, data: 0.035) G_GAN: 1.797 G_L1: 4.116 D_real: 0.235 D_fake: 0.394 +(epoch: 1, iters: 3400, time: 0.287, data: 0.015) G_GAN: 1.434 G_L1: 4.595 D_real: 0.186 D_fake: 0.432 +(epoch: 1, iters: 3500, time: 0.274, data: 0.017) G_GAN: 1.921 G_L1: 7.049 D_real: 0.347 D_fake: 0.540 +(epoch: 1, iters: 3600, time: 0.405, data: 0.015) G_GAN: 0.993 G_L1: 4.451 D_real: 1.079 D_fake: 0.402 +(epoch: 1, iters: 3700, time: 0.282, data: 0.019) G_GAN: 1.606 G_L1: 7.088 D_real: 0.088 D_fake: 1.369 +(epoch: 1, iters: 3800, time: 0.289, data: 0.015) G_GAN: 1.060 G_L1: 4.708 D_real: 0.279 D_fake: 0.506 +(epoch: 1, iters: 3900, time: 0.280, data: 0.016) G_GAN: 1.413 G_L1: 5.433 D_real: 0.321 D_fake: 0.683 +(epoch: 1, iters: 4000, time: 0.543, data: 0.015) G_GAN: 1.521 G_L1: 4.115 D_real: 0.242 D_fake: 0.578 +(epoch: 1, iters: 4100, time: 0.292, data: 0.018) G_GAN: 2.341 G_L1: 6.434 D_real: 0.714 D_fake: 0.959 +(epoch: 1, iters: 4200, time: 0.279, data: 0.016) G_GAN: 3.112 G_L1: 9.147 D_real: 0.347 D_fake: 0.886 +(epoch: 1, iters: 4300, time: 0.293, data: 0.019) G_GAN: 1.878 G_L1: 5.893 D_real: 0.190 D_fake: 0.808 +(epoch: 1, iters: 4400, time: 0.406, data: 0.017) G_GAN: 1.246 G_L1: 4.967 D_real: 0.195 D_fake: 0.478 +(epoch: 1, iters: 4500, time: 0.305, data: 0.024) G_GAN: 1.471 G_L1: 5.005 D_real: 0.139 D_fake: 0.406 +(epoch: 1, iters: 4600, time: 0.284, data: 0.016) G_GAN: 2.733 G_L1: 10.479 D_real: 0.509 D_fake: 0.800 +(epoch: 1, iters: 4700, time: 0.296, data: 0.015) G_GAN: 1.278 G_L1: 3.916 D_real: 0.372 D_fake: 0.657 +(epoch: 1, iters: 4800, time: 0.382, data: 0.015) G_GAN: 1.357 G_L1: 3.138 D_real: 0.787 D_fake: 0.412 +(epoch: 1, iters: 4900, time: 0.291, data: 0.018) G_GAN: 1.535 G_L1: 5.853 D_real: 0.288 D_fake: 0.466 +(epoch: 1, iters: 5000, time: 0.283, data: 0.015) G_GAN: 0.885 G_L1: 3.676 D_real: 0.696 D_fake: 0.872 +(epoch: 1, iters: 5100, time: 0.296, data: 0.019) G_GAN: 1.499 G_L1: 6.054 D_real: 0.464 D_fake: 0.476 +(epoch: 1, iters: 5200, time: 0.414, data: 0.017) G_GAN: 1.873 G_L1: 7.671 D_real: 0.223 D_fake: 0.486 +(epoch: 1, iters: 5300, time: 0.287, data: 0.018) G_GAN: 1.582 G_L1: 5.032 D_real: 0.386 D_fake: 0.476 +(epoch: 1, iters: 5400, time: 0.268, data: 0.016) G_GAN: 1.305 G_L1: 6.385 D_real: 0.350 D_fake: 0.545 +(epoch: 1, iters: 5500, time: 0.297, data: 0.014) G_GAN: 1.402 G_L1: 5.107 D_real: 0.244 D_fake: 0.665 +(epoch: 1, iters: 5600, time: 0.389, data: 0.016) G_GAN: 1.263 G_L1: 3.819 D_real: 0.388 D_fake: 0.426 +(epoch: 1, iters: 5700, time: 0.276, data: 0.018) G_GAN: 1.396 G_L1: 2.821 D_real: 0.398 D_fake: 0.388 +(epoch: 1, iters: 5800, time: 0.290, data: 0.015) G_GAN: 1.637 G_L1: 4.546 D_real: 0.355 D_fake: 0.792 +(epoch: 1, iters: 5900, time: 0.292, data: 0.015) G_GAN: 1.333 G_L1: 3.488 D_real: 0.590 D_fake: 0.376 +(epoch: 1, iters: 6000, time: 0.533, data: 0.015) G_GAN: 1.709 G_L1: 4.538 D_real: 0.404 D_fake: 0.259 +(epoch: 1, iters: 6100, time: 0.296, data: 0.019) G_GAN: 1.594 G_L1: 3.557 D_real: 0.667 D_fake: 0.768 +(epoch: 1, iters: 6200, time: 0.286, data: 0.018) G_GAN: 1.305 G_L1: 5.878 D_real: 0.477 D_fake: 0.299 +(epoch: 1, iters: 6300, time: 0.265, data: 0.014) G_GAN: 2.004 G_L1: 4.207 D_real: 0.062 D_fake: 0.591 +(epoch: 1, iters: 6400, time: 0.407, data: 0.014) G_GAN: 1.226 G_L1: 5.494 D_real: 0.666 D_fake: 0.587 +(epoch: 1, iters: 6500, time: 0.298, data: 0.017) G_GAN: 2.162 G_L1: 4.746 D_real: 0.490 D_fake: 0.161 +(epoch: 1, iters: 6600, time: 0.302, data: 0.016) G_GAN: 2.512 G_L1: 7.763 D_real: 0.323 D_fake: 0.419 +(epoch: 1, iters: 6700, time: 0.292, data: 0.016) G_GAN: 2.003 G_L1: 5.793 D_real: 0.504 D_fake: 0.430 +(epoch: 1, iters: 6800, time: 0.407, data: 0.014) G_GAN: 1.261 G_L1: 3.579 D_real: 1.209 D_fake: 0.315 +(epoch: 1, iters: 6900, time: 0.295, data: 0.017) G_GAN: 1.395 G_L1: 4.360 D_real: 0.234 D_fake: 0.827 +(epoch: 1, iters: 7000, time: 0.296, data: 0.016) G_GAN: 1.071 G_L1: 3.889 D_real: 0.456 D_fake: 0.605 +(epoch: 1, iters: 7100, time: 0.291, data: 0.016) G_GAN: 1.360 G_L1: 3.651 D_real: 0.979 D_fake: 0.251 +(epoch: 1, iters: 7200, time: 0.369, data: 0.016) G_GAN: 1.892 G_L1: 3.963 D_real: 0.736 D_fake: 0.379 +(epoch: 1, iters: 7300, time: 0.283, data: 0.016) G_GAN: 2.185 G_L1: 4.649 D_real: 0.173 D_fake: 1.131 +(epoch: 1, iters: 7400, time: 0.285, data: 0.014) G_GAN: 2.457 G_L1: 3.976 D_real: 0.275 D_fake: 0.434 +(epoch: 1, iters: 7500, time: 0.299, data: 0.019) G_GAN: 1.811 G_L1: 4.403 D_real: 0.256 D_fake: 0.317 +(epoch: 1, iters: 7600, time: 0.373, data: 0.016) G_GAN: 1.617 G_L1: 5.811 D_real: 0.384 D_fake: 0.466 +(epoch: 1, iters: 7700, time: 0.287, data: 0.018) G_GAN: 1.811 G_L1: 4.557 D_real: 0.240 D_fake: 0.448 +(epoch: 1, iters: 7800, time: 0.295, data: 0.015) G_GAN: 1.944 G_L1: 3.440 D_real: 0.196 D_fake: 0.818 +(epoch: 1, iters: 7900, time: 0.292, data: 0.015) G_GAN: 0.873 G_L1: 3.536 D_real: 1.064 D_fake: 0.457 +(epoch: 1, iters: 8000, time: 0.475, data: 0.016) G_GAN: 2.194 G_L1: 4.766 D_real: 0.419 D_fake: 0.479 +(epoch: 1, iters: 8100, time: 0.281, data: 0.018) G_GAN: 2.516 G_L1: 4.540 D_real: 0.209 D_fake: 0.469 +(epoch: 1, iters: 8200, time: 0.272, data: 0.014) G_GAN: 1.380 G_L1: 4.947 D_real: 0.198 D_fake: 1.178 +(epoch: 1, iters: 8300, time: 0.283, data: 0.013) G_GAN: 1.316 G_L1: 3.807 D_real: 0.663 D_fake: 0.469 +(epoch: 1, iters: 8400, time: 0.410, data: 0.015) G_GAN: 1.072 G_L1: 3.440 D_real: 0.699 D_fake: 0.484 +(epoch: 1, iters: 8500, time: 0.301, data: 0.017) G_GAN: 3.167 G_L1: 10.696 D_real: 0.070 D_fake: 0.482 +(epoch: 1, iters: 8600, time: 0.298, data: 0.015) G_GAN: 1.708 G_L1: 10.655 D_real: 0.660 D_fake: 0.249 +(epoch: 1, iters: 8700, time: 0.292, data: 0.015) G_GAN: 1.766 G_L1: 7.275 D_real: 0.265 D_fake: 0.432 +(epoch: 1, iters: 8800, time: 0.408, data: 0.016) G_GAN: 1.637 G_L1: 4.375 D_real: 0.636 D_fake: 0.321 +(epoch: 1, iters: 8900, time: 0.275, data: 0.017) G_GAN: 1.531 G_L1: 4.193 D_real: 1.061 D_fake: 0.360 +(epoch: 1, iters: 9000, time: 0.274, data: 0.014) G_GAN: 1.849 G_L1: 4.534 D_real: 0.600 D_fake: 0.640 +(epoch: 1, iters: 9100, time: 0.266, data: 0.012) G_GAN: 1.396 G_L1: 4.375 D_real: 0.742 D_fake: 0.317 +(epoch: 1, iters: 9200, time: 0.405, data: 0.011) G_GAN: 1.159 G_L1: 3.962 D_real: 0.293 D_fake: 0.539 +(epoch: 1, iters: 9300, time: 0.293, data: 0.017) G_GAN: 1.465 G_L1: 5.131 D_real: 0.417 D_fake: 0.336 +(epoch: 1, iters: 9400, time: 0.279, data: 0.015) G_GAN: 0.767 G_L1: 3.691 D_real: 1.106 D_fake: 0.286 +(epoch: 1, iters: 9500, time: 0.269, data: 0.013) G_GAN: 1.238 G_L1: 2.828 D_real: 0.666 D_fake: 0.336 +(epoch: 1, iters: 9600, time: 0.403, data: 0.013) G_GAN: 1.785 G_L1: 4.989 D_real: 0.188 D_fake: 0.468 +(epoch: 1, iters: 9700, time: 0.282, data: 0.020) G_GAN: 1.282 G_L1: 3.636 D_real: 0.682 D_fake: 0.527 +(epoch: 1, iters: 9800, time: 0.289, data: 0.014) G_GAN: 1.302 G_L1: 8.025 D_real: 0.683 D_fake: 0.387 +(epoch: 1, iters: 9900, time: 0.284, data: 0.015) G_GAN: 1.493 G_L1: 3.373 D_real: 0.521 D_fake: 0.583 +(epoch: 1, iters: 10000, time: 0.541, data: 0.013) G_GAN: 1.328 G_L1: 3.686 D_real: 0.375 D_fake: 0.482 +(epoch: 1, iters: 10100, time: 0.283, data: 0.019) G_GAN: 1.857 G_L1: 4.454 D_real: 0.202 D_fake: 0.965 +(epoch: 1, iters: 10200, time: 0.288, data: 0.014) G_GAN: 1.735 G_L1: 4.089 D_real: 0.964 D_fake: 0.559 +(epoch: 1, iters: 10300, time: 0.295, data: 0.014) G_GAN: 1.379 G_L1: 5.662 D_real: 0.617 D_fake: 0.464 +(epoch: 1, iters: 10400, time: 0.420, data: 0.017) G_GAN: 1.798 G_L1: 4.596 D_real: 0.609 D_fake: 0.690 +(epoch: 1, iters: 10500, time: 0.278, data: 0.018) G_GAN: 1.336 G_L1: 4.228 D_real: 0.966 D_fake: 0.536 +(epoch: 1, iters: 10600, time: 0.270, data: 0.015) G_GAN: 1.829 G_L1: 5.529 D_real: 0.374 D_fake: 0.489 +(epoch: 1, iters: 10700, time: 0.285, data: 0.013) G_GAN: 1.685 G_L1: 4.182 D_real: 0.377 D_fake: 0.269 +(epoch: 1, iters: 10800, time: 0.406, data: 0.015) G_GAN: 2.345 G_L1: 5.990 D_real: 0.550 D_fake: 0.987 +(epoch: 1, iters: 10900, time: 0.292, data: 0.018) G_GAN: 2.092 G_L1: 5.394 D_real: 0.366 D_fake: 0.366 +(epoch: 1, iters: 11000, time: 0.290, data: 0.015) G_GAN: 1.396 G_L1: 4.429 D_real: 0.746 D_fake: 0.595 +(epoch: 1, iters: 11100, time: 0.290, data: 0.015) G_GAN: 1.549 G_L1: 3.977 D_real: 0.174 D_fake: 0.615 +(epoch: 1, iters: 11200, time: 0.400, data: 0.016) G_GAN: 1.255 G_L1: 2.966 D_real: 0.583 D_fake: 0.323 +(epoch: 1, iters: 11300, time: 0.292, data: 0.017) G_GAN: 2.262 G_L1: 3.988 D_real: 0.032 D_fake: 0.542 +(epoch: 1, iters: 11400, time: 0.286, data: 0.016) G_GAN: 1.236 G_L1: 4.189 D_real: 0.343 D_fake: 0.763 +(epoch: 1, iters: 11500, time: 0.302, data: 0.016) G_GAN: 1.811 G_L1: 3.300 D_real: 0.223 D_fake: 0.842 +(epoch: 1, iters: 11600, time: 0.410, data: 0.017) G_GAN: 1.512 G_L1: 4.703 D_real: 0.858 D_fake: 0.235 +(epoch: 1, iters: 11700, time: 0.294, data: 0.018) G_GAN: 1.677 G_L1: 8.856 D_real: 0.286 D_fake: 0.623 +(epoch: 1, iters: 11800, time: 0.295, data: 0.016) G_GAN: 1.417 G_L1: 3.579 D_real: 0.547 D_fake: 0.430 +(epoch: 1, iters: 11900, time: 0.291, data: 0.021) G_GAN: 1.292 G_L1: 11.462 D_real: 0.884 D_fake: 0.282 +(epoch: 1, iters: 12000, time: 0.545, data: 0.016) G_GAN: 1.783 G_L1: 4.810 D_real: 0.030 D_fake: 0.649 +(epoch: 1, iters: 12100, time: 0.283, data: 0.018) G_GAN: 1.454 G_L1: 3.558 D_real: 0.453 D_fake: 0.493 +(epoch: 1, iters: 12200, time: 0.291, data: 0.015) G_GAN: 1.875 G_L1: 3.676 D_real: 0.233 D_fake: 0.363 +(epoch: 1, iters: 12300, time: 0.299, data: 0.018) G_GAN: 1.626 G_L1: 3.804 D_real: 0.346 D_fake: 0.385 +(epoch: 1, iters: 12400, time: 0.413, data: 0.018) G_GAN: 2.152 G_L1: 3.671 D_real: 0.493 D_fake: 0.400 +(epoch: 1, iters: 12500, time: 0.292, data: 0.018) G_GAN: 1.507 G_L1: 4.418 D_real: 0.751 D_fake: 0.318 +(epoch: 1, iters: 12600, time: 0.295, data: 0.016) G_GAN: 1.700 G_L1: 3.915 D_real: 0.648 D_fake: 0.528 +(epoch: 1, iters: 12700, time: 0.296, data: 0.017) G_GAN: 1.248 G_L1: 3.982 D_real: 0.482 D_fake: 0.639 +(epoch: 1, iters: 12800, time: 0.419, data: 0.016) G_GAN: 1.635 G_L1: 6.234 D_real: 0.503 D_fake: 0.387 +(epoch: 1, iters: 12900, time: 0.290, data: 0.019) G_GAN: 1.857 G_L1: 3.325 D_real: 0.530 D_fake: 0.686 +(epoch: 1, iters: 13000, time: 0.300, data: 0.015) G_GAN: 1.447 G_L1: 6.656 D_real: 0.313 D_fake: 0.820 +(epoch: 1, iters: 13100, time: 0.278, data: 0.016) G_GAN: 1.607 G_L1: 5.227 D_real: 0.637 D_fake: 0.301 +(epoch: 1, iters: 13200, time: 0.421, data: 0.013) G_GAN: 1.670 G_L1: 5.683 D_real: 0.229 D_fake: 0.575 +(epoch: 1, iters: 13300, time: 0.289, data: 0.019) G_GAN: 1.030 G_L1: 2.447 D_real: 0.729 D_fake: 0.473 +(epoch: 1, iters: 13400, time: 0.302, data: 0.016) G_GAN: 1.911 G_L1: 4.189 D_real: 0.432 D_fake: 0.537 +(epoch: 1, iters: 13500, time: 0.298, data: 0.017) G_GAN: 2.066 G_L1: 4.614 D_real: 0.772 D_fake: 0.205 +(epoch: 1, iters: 13600, time: 0.414, data: 0.016) G_GAN: 2.133 G_L1: 5.622 D_real: 0.420 D_fake: 0.476 +(epoch: 1, iters: 13700, time: 0.278, data: 0.018) G_GAN: 1.941 G_L1: 6.223 D_real: 0.165 D_fake: 0.486 +(epoch: 1, iters: 13800, time: 0.289, data: 0.014) G_GAN: 1.230 G_L1: 5.740 D_real: 0.975 D_fake: 0.405 +(epoch: 1, iters: 13900, time: 0.298, data: 0.016) G_GAN: 1.489 G_L1: 2.879 D_real: 0.630 D_fake: 0.410 +(epoch: 1, iters: 14000, time: 0.511, data: 0.015) G_GAN: 1.745 G_L1: 4.618 D_real: 0.459 D_fake: 0.331 +(epoch: 1, iters: 14100, time: 0.304, data: 0.018) G_GAN: 1.364 G_L1: 4.124 D_real: 0.771 D_fake: 0.517 +(epoch: 1, iters: 14200, time: 0.286, data: 0.017) G_GAN: 1.789 G_L1: 5.200 D_real: 0.422 D_fake: 0.323 +(epoch: 1, iters: 14300, time: 0.298, data: 0.016) G_GAN: 1.400 G_L1: 4.179 D_real: 0.236 D_fake: 0.666 +(epoch: 1, iters: 14400, time: 0.393, data: 0.016) G_GAN: 1.143 G_L1: 4.045 D_real: 0.602 D_fake: 0.634 +(epoch: 1, iters: 14500, time: 0.287, data: 0.018) G_GAN: 2.805 G_L1: 5.253 D_real: 0.311 D_fake: 0.522 +(epoch: 1, iters: 14600, time: 0.287, data: 0.013) G_GAN: 1.874 G_L1: 4.342 D_real: 0.046 D_fake: 0.658 +(epoch: 1, iters: 14700, time: 0.286, data: 0.016) G_GAN: 2.607 G_L1: 3.259 D_real: 0.426 D_fake: 0.179 +(epoch: 1, iters: 14800, time: 0.415, data: 0.016) G_GAN: 1.788 G_L1: 5.427 D_real: 0.542 D_fake: 0.322 +(epoch: 1, iters: 14900, time: 0.294, data: 0.021) G_GAN: 1.684 G_L1: 5.375 D_real: 0.250 D_fake: 0.505 +(epoch: 1, iters: 15000, time: 0.287, data: 0.016) G_GAN: 1.057 G_L1: 2.733 D_real: 0.757 D_fake: 0.598 +(epoch: 1, iters: 15100, time: 0.300, data: 0.019) G_GAN: 1.321 G_L1: 4.987 D_real: 0.700 D_fake: 0.541 +(epoch: 1, iters: 15200, time: 0.401, data: 0.016) G_GAN: 1.314 G_L1: 3.924 D_real: 0.338 D_fake: 0.637 +(epoch: 1, iters: 15300, time: 0.293, data: 0.017) G_GAN: 1.480 G_L1: 3.325 D_real: 0.558 D_fake: 0.567 +(epoch: 1, iters: 15400, time: 0.291, data: 0.021) G_GAN: 1.810 G_L1: 6.264 D_real: 0.466 D_fake: 0.589 +(epoch: 1, iters: 15500, time: 0.300, data: 0.015) G_GAN: 0.800 G_L1: 2.620 D_real: 0.952 D_fake: 0.182 +(epoch: 1, iters: 15600, time: 0.407, data: 0.017) G_GAN: 1.200 G_L1: 3.903 D_real: 0.843 D_fake: 0.526 +(epoch: 1, iters: 15700, time: 0.291, data: 0.018) G_GAN: 2.175 G_L1: 9.585 D_real: 0.465 D_fake: 0.399 +(epoch: 1, iters: 15800, time: 0.298, data: 0.015) G_GAN: 2.389 G_L1: 8.206 D_real: 0.119 D_fake: 0.748 +(epoch: 1, iters: 15900, time: 0.299, data: 0.017) G_GAN: 1.338 G_L1: 4.244 D_real: 0.377 D_fake: 0.522 +(epoch: 1, iters: 16000, time: 0.532, data: 0.017) G_GAN: 1.034 G_L1: 3.976 D_real: 0.658 D_fake: 0.640 +(epoch: 1, iters: 16100, time: 0.301, data: 0.017) G_GAN: 1.070 G_L1: 4.312 D_real: 0.679 D_fake: 0.495 +(epoch: 1, iters: 16200, time: 0.299, data: 0.015) G_GAN: 1.950 G_L1: 4.583 D_real: 0.770 D_fake: 0.403 +(epoch: 1, iters: 16300, time: 0.293, data: 0.017) G_GAN: 1.537 G_L1: 5.031 D_real: 0.232 D_fake: 0.532 +(epoch: 1, iters: 16400, time: 0.410, data: 0.020) G_GAN: 1.604 G_L1: 5.006 D_real: 0.535 D_fake: 0.460 +(epoch: 1, iters: 16500, time: 0.298, data: 0.021) G_GAN: 1.154 G_L1: 3.067 D_real: 0.709 D_fake: 0.482 +(epoch: 1, iters: 16600, time: 0.301, data: 0.016) G_GAN: 1.565 G_L1: 3.370 D_real: 0.310 D_fake: 0.498 +(epoch: 1, iters: 16700, time: 0.304, data: 0.016) G_GAN: 1.215 G_L1: 4.336 D_real: 1.815 D_fake: 0.376 +(epoch: 1, iters: 16800, time: 0.403, data: 0.018) G_GAN: 1.640 G_L1: 4.066 D_real: 0.389 D_fake: 0.422 +(epoch: 1, iters: 16900, time: 0.301, data: 0.018) G_GAN: 0.978 G_L1: 4.903 D_real: 1.485 D_fake: 0.352 +(epoch: 1, iters: 17000, time: 0.301, data: 0.014) G_GAN: 0.883 G_L1: 3.203 D_real: 1.123 D_fake: 0.323 +(epoch: 1, iters: 17100, time: 0.302, data: 0.015) G_GAN: 1.327 G_L1: 4.921 D_real: 0.386 D_fake: 0.823 +(epoch: 1, iters: 17200, time: 0.384, data: 0.015) G_GAN: 1.566 G_L1: 7.546 D_real: 0.455 D_fake: 0.586 +(epoch: 1, iters: 17300, time: 0.295, data: 0.017) G_GAN: 1.040 G_L1: 4.980 D_real: 0.639 D_fake: 0.587 +(epoch: 1, iters: 17400, time: 0.296, data: 0.015) G_GAN: 3.034 G_L1: 6.334 D_real: 0.175 D_fake: 1.287 +(epoch: 1, iters: 17500, time: 0.302, data: 0.017) G_GAN: 1.953 G_L1: 4.311 D_real: 1.008 D_fake: 0.334 +(epoch: 1, iters: 17600, time: 0.416, data: 0.016) G_GAN: 1.993 G_L1: 4.746 D_real: 0.315 D_fake: 0.367 +(epoch: 1, iters: 17700, time: 0.294, data: 0.018) G_GAN: 1.293 G_L1: 4.183 D_real: 0.407 D_fake: 0.475 +(epoch: 1, iters: 17800, time: 0.294, data: 0.015) G_GAN: 1.247 G_L1: 5.597 D_real: 1.049 D_fake: 0.337 +(epoch: 1, iters: 17900, time: 0.301, data: 0.015) G_GAN: 1.427 G_L1: 5.060 D_real: 0.666 D_fake: 0.242 +(epoch: 1, iters: 18000, time: 0.502, data: 0.016) G_GAN: 0.921 G_L1: 2.512 D_real: 0.616 D_fake: 0.519 +(epoch: 1, iters: 18100, time: 0.300, data: 0.018) G_GAN: 1.123 G_L1: 3.448 D_real: 1.206 D_fake: 0.285 +(epoch: 1, iters: 18200, time: 0.296, data: 0.015) G_GAN: 1.691 G_L1: 3.262 D_real: 1.152 D_fake: 0.246 +(epoch: 1, iters: 18300, time: 0.299, data: 0.016) G_GAN: 1.627 G_L1: 4.735 D_real: 0.414 D_fake: 0.415 +(epoch: 1, iters: 18400, time: 0.407, data: 0.016) G_GAN: 2.658 G_L1: 12.659 D_real: 0.082 D_fake: 0.385 +(epoch: 1, iters: 18500, time: 0.305, data: 0.017) G_GAN: 1.216 G_L1: 3.985 D_real: 0.525 D_fake: 0.738 +(epoch: 1, iters: 18600, time: 0.296, data: 0.016) G_GAN: 1.339 G_L1: 3.058 D_real: 0.695 D_fake: 0.565 +(epoch: 1, iters: 18700, time: 0.304, data: 0.016) G_GAN: 1.535 G_L1: 4.915 D_real: 0.243 D_fake: 0.668 +(epoch: 1, iters: 18800, time: 0.405, data: 0.016) G_GAN: 1.108 G_L1: 4.041 D_real: 1.082 D_fake: 0.307 +(epoch: 1, iters: 18900, time: 0.302, data: 0.019) G_GAN: 1.598 G_L1: 3.629 D_real: 0.071 D_fake: 0.931 +(epoch: 1, iters: 19000, time: 0.303, data: 0.015) G_GAN: 1.102 G_L1: 3.288 D_real: 0.556 D_fake: 0.542 +(epoch: 1, iters: 19100, time: 0.302, data: 0.024) G_GAN: 1.950 G_L1: 9.267 D_real: 0.236 D_fake: 0.408 +(epoch: 1, iters: 19200, time: 0.415, data: 0.017) G_GAN: 1.521 G_L1: 6.000 D_real: 0.324 D_fake: 0.616 +(epoch: 1, iters: 19300, time: 0.299, data: 0.019) G_GAN: 1.324 G_L1: 3.805 D_real: 0.279 D_fake: 0.525 +(epoch: 1, iters: 19400, time: 0.298, data: 0.017) G_GAN: 1.076 G_L1: 6.320 D_real: 0.750 D_fake: 0.562 +(epoch: 1, iters: 19500, time: 0.295, data: 0.017) G_GAN: 1.407 G_L1: 8.377 D_real: 0.935 D_fake: 0.821 +(epoch: 1, iters: 19600, time: 0.412, data: 0.022) G_GAN: 1.497 G_L1: 3.639 D_real: 0.202 D_fake: 0.704 +(epoch: 1, iters: 19700, time: 0.297, data: 0.017) G_GAN: 1.180 G_L1: 6.246 D_real: 0.749 D_fake: 0.286 +(epoch: 1, iters: 19800, time: 0.290, data: 0.017) G_GAN: 0.864 G_L1: 3.861 D_real: 1.030 D_fake: 0.377 +(epoch: 1, iters: 19900, time: 0.292, data: 0.016) G_GAN: 1.180 G_L1: 4.218 D_real: 0.400 D_fake: 0.385 +(epoch: 1, iters: 20000, time: 0.535, data: 0.016) G_GAN: 1.354 G_L1: 3.882 D_real: 0.147 D_fake: 0.688 +(epoch: 1, iters: 20100, time: 0.306, data: 0.020) G_GAN: 1.258 G_L1: 3.606 D_real: 0.585 D_fake: 0.582 +(epoch: 1, iters: 20200, time: 0.303, data: 0.017) G_GAN: 1.177 G_L1: 3.485 D_real: 1.268 D_fake: 0.293 +(epoch: 1, iters: 20300, time: 0.298, data: 0.017) G_GAN: 1.787 G_L1: 9.676 D_real: 0.317 D_fake: 0.460 +(epoch: 1, iters: 20400, time: 0.411, data: 0.022) G_GAN: 1.734 G_L1: 5.082 D_real: 0.406 D_fake: 0.499 +(epoch: 1, iters: 20500, time: 0.300, data: 0.019) G_GAN: 1.604 G_L1: 4.701 D_real: 0.171 D_fake: 0.446 +(epoch: 1, iters: 20600, time: 0.284, data: 0.017) G_GAN: 1.268 G_L1: 3.886 D_real: 0.422 D_fake: 0.622 +(epoch: 1, iters: 20700, time: 0.285, data: 0.016) G_GAN: 1.111 G_L1: 5.292 D_real: 0.812 D_fake: 0.407 +(epoch: 1, iters: 20800, time: 0.399, data: 0.016) G_GAN: 1.152 G_L1: 2.900 D_real: 0.578 D_fake: 0.412 +(epoch: 1, iters: 20900, time: 0.301, data: 0.017) G_GAN: 1.022 G_L1: 2.459 D_real: 0.845 D_fake: 0.500 +(epoch: 1, iters: 21000, time: 0.293, data: 0.019) G_GAN: 1.641 G_L1: 7.111 D_real: 0.251 D_fake: 0.466 +(epoch: 1, iters: 21100, time: 0.296, data: 0.017) G_GAN: 2.427 G_L1: 6.568 D_real: 0.148 D_fake: 1.628 +(epoch: 1, iters: 21200, time: 0.405, data: 0.017) G_GAN: 1.051 G_L1: 2.690 D_real: 0.535 D_fake: 0.546 +(epoch: 1, iters: 21300, time: 0.296, data: 0.018) G_GAN: 0.958 G_L1: 3.531 D_real: 1.077 D_fake: 0.530 +(epoch: 1, iters: 21400, time: 0.293, data: 0.018) G_GAN: 1.706 G_L1: 4.070 D_real: 0.582 D_fake: 0.542 +(epoch: 1, iters: 21500, time: 0.286, data: 0.017) G_GAN: 1.183 G_L1: 3.117 D_real: 0.486 D_fake: 0.564 +(epoch: 1, iters: 21600, time: 0.375, data: 0.016) G_GAN: 1.268 G_L1: 3.662 D_real: 0.892 D_fake: 0.510 +(epoch: 1, iters: 21700, time: 0.301, data: 0.018) G_GAN: 1.001 G_L1: 4.552 D_real: 0.514 D_fake: 0.686 +(epoch: 1, iters: 21800, time: 0.281, data: 0.016) G_GAN: 1.424 G_L1: 4.298 D_real: 0.667 D_fake: 0.404 +(epoch: 1, iters: 21900, time: 0.291, data: 0.027) G_GAN: 1.634 G_L1: 3.952 D_real: 0.896 D_fake: 0.231 +(epoch: 1, iters: 22000, time: 0.481, data: 0.015) G_GAN: 1.200 G_L1: 3.859 D_real: 0.365 D_fake: 0.522 +(epoch: 1, iters: 22100, time: 0.289, data: 0.017) G_GAN: 1.533 G_L1: 4.895 D_real: 0.573 D_fake: 0.558 +(epoch: 1, iters: 22200, time: 0.293, data: 0.019) G_GAN: 0.824 G_L1: 5.087 D_real: 0.692 D_fake: 0.326 +(epoch: 1, iters: 22300, time: 0.273, data: 0.016) G_GAN: 1.371 G_L1: 3.696 D_real: 0.514 D_fake: 0.405 +(epoch: 1, iters: 22400, time: 0.391, data: 0.015) G_GAN: 1.537 G_L1: 4.471 D_real: 0.843 D_fake: 0.698 +(epoch: 1, iters: 22500, time: 0.293, data: 0.018) G_GAN: 1.070 G_L1: 3.451 D_real: 0.894 D_fake: 0.398 +(epoch: 1, iters: 22600, time: 0.295, data: 0.018) G_GAN: 1.327 G_L1: 3.988 D_real: 0.254 D_fake: 0.648 +(epoch: 1, iters: 22700, time: 0.301, data: 0.018) G_GAN: 1.541 G_L1: 4.908 D_real: 0.717 D_fake: 0.357 +(epoch: 1, iters: 22800, time: 0.416, data: 0.017) G_GAN: 1.190 G_L1: 3.771 D_real: 0.547 D_fake: 0.896 +(epoch: 1, iters: 22900, time: 0.292, data: 0.019) G_GAN: 2.008 G_L1: 7.855 D_real: 0.465 D_fake: 0.722 +(epoch: 1, iters: 23000, time: 0.288, data: 0.016) G_GAN: 1.175 G_L1: 3.139 D_real: 0.666 D_fake: 0.527 +(epoch: 1, iters: 23100, time: 0.293, data: 0.014) G_GAN: 0.947 G_L1: 3.384 D_real: 0.495 D_fake: 0.855 +(epoch: 1, iters: 23200, time: 0.416, data: 0.018) G_GAN: 1.366 G_L1: 4.800 D_real: 1.099 D_fake: 0.303 +(epoch: 1, iters: 23300, time: 0.290, data: 0.018) G_GAN: 1.289 G_L1: 3.584 D_real: 0.398 D_fake: 0.471 +(epoch: 1, iters: 23400, time: 0.289, data: 0.017) G_GAN: 1.384 G_L1: 3.350 D_real: 0.240 D_fake: 0.443 +(epoch: 1, iters: 23500, time: 0.288, data: 0.016) G_GAN: 1.259 G_L1: 4.280 D_real: 0.543 D_fake: 0.334 +(epoch: 1, iters: 23600, time: 0.419, data: 0.014) G_GAN: 1.399 G_L1: 4.801 D_real: 0.663 D_fake: 0.682 +(epoch: 1, iters: 23700, time: 0.296, data: 0.019) G_GAN: 1.126 G_L1: 5.600 D_real: 0.673 D_fake: 0.474 +(epoch: 1, iters: 23800, time: 0.282, data: 0.016) G_GAN: 1.136 G_L1: 5.408 D_real: 0.462 D_fake: 0.467 +(epoch: 1, iters: 23900, time: 0.295, data: 0.022) G_GAN: 1.532 G_L1: 4.321 D_real: 0.466 D_fake: 0.508 +(epoch: 1, iters: 24000, time: 0.548, data: 0.016) G_GAN: 1.172 G_L1: 2.616 D_real: 0.646 D_fake: 0.465 +(epoch: 1, iters: 24100, time: 0.294, data: 0.019) G_GAN: 1.040 G_L1: 4.022 D_real: 0.451 D_fake: 0.656 +(epoch: 1, iters: 24200, time: 0.292, data: 0.016) G_GAN: 0.999 G_L1: 4.025 D_real: 0.683 D_fake: 0.450 +(epoch: 1, iters: 24300, time: 0.283, data: 0.016) G_GAN: 1.194 G_L1: 5.901 D_real: 0.732 D_fake: 0.261 +(epoch: 1, iters: 24400, time: 0.426, data: 0.015) G_GAN: 1.264 G_L1: 3.442 D_real: 0.551 D_fake: 0.686 +(epoch: 1, iters: 24500, time: 0.304, data: 0.019) G_GAN: 1.026 G_L1: 3.176 D_real: 0.450 D_fake: 0.518 +(epoch: 1, iters: 24600, time: 0.302, data: 0.018) G_GAN: 1.031 G_L1: 2.429 D_real: 0.676 D_fake: 0.461 +(epoch: 1, iters: 24700, time: 0.301, data: 0.016) G_GAN: 1.061 G_L1: 3.352 D_real: 0.920 D_fake: 0.541 +(epoch: 1, iters: 24800, time: 0.404, data: 0.022) G_GAN: 1.141 G_L1: 4.508 D_real: 0.552 D_fake: 0.706 +(epoch: 1, iters: 24900, time: 0.288, data: 0.023) G_GAN: 1.090 G_L1: 4.142 D_real: 0.679 D_fake: 0.614 +(epoch: 1, iters: 25000, time: 0.281, data: 0.017) G_GAN: 0.780 G_L1: 3.789 D_real: 0.722 D_fake: 0.525 +(epoch: 1, iters: 25100, time: 0.299, data: 0.018) G_GAN: 0.914 G_L1: 3.718 D_real: 0.664 D_fake: 1.028 +(epoch: 1, iters: 25200, time: 0.390, data: 0.016) G_GAN: 1.205 G_L1: 3.658 D_real: 0.659 D_fake: 0.604 +(epoch: 1, iters: 25300, time: 0.299, data: 0.018) G_GAN: 1.017 G_L1: 3.169 D_real: 0.667 D_fake: 0.585 +(epoch: 1, iters: 25400, time: 0.294, data: 0.016) G_GAN: 1.124 G_L1: 3.607 D_real: 0.774 D_fake: 0.366 +(epoch: 1, iters: 25500, time: 0.302, data: 0.017) G_GAN: 0.976 G_L1: 3.788 D_real: 0.451 D_fake: 0.638 +(epoch: 1, iters: 25600, time: 0.412, data: 0.016) G_GAN: 1.269 G_L1: 4.926 D_real: 0.484 D_fake: 0.411 +(epoch: 1, iters: 25700, time: 0.299, data: 0.018) G_GAN: 1.184 G_L1: 6.656 D_real: 0.321 D_fake: 0.677 +(epoch: 1, iters: 25800, time: 0.302, data: 0.023) G_GAN: 0.953 G_L1: 3.183 D_real: 1.207 D_fake: 0.408 +(epoch: 1, iters: 25900, time: 0.286, data: 0.017) G_GAN: 1.094 G_L1: 3.796 D_real: 0.645 D_fake: 0.476 +(epoch: 1, iters: 26000, time: 0.490, data: 0.016) G_GAN: 1.154 G_L1: 3.691 D_real: 0.331 D_fake: 0.663 +(epoch: 1, iters: 26100, time: 0.301, data: 0.017) G_GAN: 0.885 G_L1: 2.800 D_real: 0.595 D_fake: 0.592 +(epoch: 1, iters: 26200, time: 0.303, data: 0.018) G_GAN: 1.557 G_L1: 4.748 D_real: 0.390 D_fake: 0.468 +(epoch: 1, iters: 26300, time: 0.291, data: 0.018) G_GAN: 0.933 G_L1: 3.547 D_real: 0.597 D_fake: 0.745 +(epoch: 1, iters: 26400, time: 0.417, data: 0.017) G_GAN: 1.491 G_L1: 5.332 D_real: 0.658 D_fake: 0.456 +(epoch: 1, iters: 26500, time: 0.301, data: 0.020) G_GAN: 0.908 G_L1: 4.260 D_real: 0.666 D_fake: 0.586 +(epoch: 1, iters: 26600, time: 0.301, data: 0.017) G_GAN: 1.129 G_L1: 5.880 D_real: 0.461 D_fake: 0.430 +(epoch: 1, iters: 26700, time: 0.292, data: 0.017) G_GAN: 1.927 G_L1: 4.358 D_real: 0.256 D_fake: 0.768 +(epoch: 1, iters: 26800, time: 0.410, data: 0.020) G_GAN: 1.561 G_L1: 6.626 D_real: 0.484 D_fake: 0.533 +(epoch: 1, iters: 26900, time: 0.302, data: 0.017) G_GAN: 1.786 G_L1: 4.814 D_real: 0.554 D_fake: 0.322 +(epoch: 1, iters: 27000, time: 0.302, data: 0.016) G_GAN: 1.145 G_L1: 2.535 D_real: 1.024 D_fake: 0.404 +(epoch: 1, iters: 27100, time: 0.299, data: 0.024) G_GAN: 1.596 G_L1: 4.846 D_real: 0.499 D_fake: 0.670 +(epoch: 1, iters: 27200, time: 0.412, data: 0.017) G_GAN: 0.854 G_L1: 3.406 D_real: 0.406 D_fake: 0.717 +(epoch: 1, iters: 27300, time: 0.304, data: 0.018) G_GAN: 1.304 G_L1: 4.026 D_real: 0.915 D_fake: 0.434 +(epoch: 1, iters: 27400, time: 0.292, data: 0.017) G_GAN: 1.139 G_L1: 4.206 D_real: 0.931 D_fake: 0.694 +(epoch: 1, iters: 27500, time: 0.290, data: 0.016) G_GAN: 0.992 G_L1: 4.619 D_real: 0.391 D_fake: 0.909 +(epoch: 1, iters: 27600, time: 0.394, data: 0.016) G_GAN: 1.593 G_L1: 3.558 D_real: 0.163 D_fake: 0.693 +(epoch: 1, iters: 27700, time: 0.305, data: 0.019) G_GAN: 1.425 G_L1: 2.771 D_real: 0.677 D_fake: 0.359 +(epoch: 1, iters: 27800, time: 0.303, data: 0.019) G_GAN: 1.605 G_L1: 7.809 D_real: 0.401 D_fake: 0.446 +(epoch: 1, iters: 27900, time: 0.298, data: 0.020) G_GAN: 1.314 G_L1: 4.338 D_real: 0.810 D_fake: 0.704 +(epoch: 1, iters: 28000, time: 0.545, data: 0.017) G_GAN: 2.120 G_L1: 13.458 D_real: 0.340 D_fake: 0.886 +(epoch: 1, iters: 28100, time: 0.303, data: 0.019) G_GAN: 0.958 G_L1: 4.891 D_real: 0.856 D_fake: 0.412 +(epoch: 1, iters: 28200, time: 0.292, data: 0.019) G_GAN: 1.129 G_L1: 3.595 D_real: 0.607 D_fake: 0.848 +(epoch: 1, iters: 28300, time: 0.302, data: 0.018) G_GAN: 1.145 G_L1: 3.889 D_real: 0.619 D_fake: 0.352 +(epoch: 1, iters: 28400, time: 0.407, data: 0.018) G_GAN: 1.707 G_L1: 8.053 D_real: 0.291 D_fake: 0.554 +(epoch: 1, iters: 28500, time: 0.296, data: 0.020) G_GAN: 0.964 G_L1: 3.913 D_real: 1.032 D_fake: 0.374 +(epoch: 1, iters: 28600, time: 0.306, data: 0.017) G_GAN: 1.150 G_L1: 3.662 D_real: 0.359 D_fake: 0.543 +(epoch: 1, iters: 28700, time: 0.300, data: 0.018) G_GAN: 1.398 G_L1: 3.228 D_real: 0.760 D_fake: 0.495 +(epoch: 1, iters: 28800, time: 0.372, data: 0.017) G_GAN: 1.011 G_L1: 4.568 D_real: 0.874 D_fake: 0.440 +(epoch: 1, iters: 28900, time: 0.291, data: 0.017) G_GAN: 1.027 G_L1: 4.312 D_real: 0.935 D_fake: 0.407 +(epoch: 1, iters: 29000, time: 0.294, data: 0.017) G_GAN: 1.163 G_L1: 3.056 D_real: 0.668 D_fake: 0.510 +(epoch: 1, iters: 29100, time: 0.300, data: 0.016) G_GAN: 1.566 G_L1: 6.875 D_real: 0.481 D_fake: 0.574 +(epoch: 1, iters: 29200, time: 0.414, data: 0.018) G_GAN: 0.949 G_L1: 4.175 D_real: 0.433 D_fake: 0.539 +(epoch: 1, iters: 29300, time: 0.300, data: 0.021) G_GAN: 1.123 G_L1: 5.175 D_real: 0.523 D_fake: 0.694 +(epoch: 1, iters: 29400, time: 0.301, data: 0.019) G_GAN: 1.202 G_L1: 4.916 D_real: 0.787 D_fake: 0.441 +(epoch: 1, iters: 29500, time: 0.300, data: 0.017) G_GAN: 1.082 G_L1: 2.855 D_real: 0.430 D_fake: 0.691 +(epoch: 1, iters: 29600, time: 0.418, data: 0.018) G_GAN: 1.093 G_L1: 10.090 D_real: 0.705 D_fake: 0.541 +(epoch: 1, iters: 29700, time: 0.305, data: 0.019) G_GAN: 1.445 G_L1: 5.442 D_real: 0.592 D_fake: 0.721 +(epoch: 1, iters: 29800, time: 0.303, data: 0.018) G_GAN: 1.355 G_L1: 7.315 D_real: 0.405 D_fake: 0.790 +(epoch: 1, iters: 29900, time: 0.289, data: 0.018) G_GAN: 1.062 G_L1: 2.369 D_real: 0.567 D_fake: 0.443 +(epoch: 1, iters: 30000, time: 0.498, data: 0.015) G_GAN: 1.044 G_L1: 1.681 D_real: 0.444 D_fake: 0.658 +(epoch: 1, iters: 30100, time: 0.302, data: 0.019) G_GAN: 0.936 G_L1: 4.282 D_real: 0.695 D_fake: 0.417 +(epoch: 1, iters: 30200, time: 0.295, data: 0.017) G_GAN: 1.165 G_L1: 3.165 D_real: 0.681 D_fake: 0.505 +(epoch: 1, iters: 30300, time: 0.301, data: 0.016) G_GAN: 1.346 G_L1: 4.747 D_real: 0.633 D_fake: 0.825 +(epoch: 1, iters: 30400, time: 0.417, data: 0.017) G_GAN: 1.073 G_L1: 3.065 D_real: 0.577 D_fake: 0.433 +(epoch: 1, iters: 30500, time: 0.307, data: 0.020) G_GAN: 1.301 G_L1: 3.968 D_real: 0.619 D_fake: 0.492 +(epoch: 1, iters: 30600, time: 0.291, data: 0.018) G_GAN: 1.461 G_L1: 4.120 D_real: 0.426 D_fake: 0.474 +(epoch: 1, iters: 30700, time: 0.302, data: 0.017) G_GAN: 1.294 G_L1: 3.860 D_real: 0.511 D_fake: 0.352 +(epoch: 1, iters: 30800, time: 0.386, data: 0.017) G_GAN: 0.912 G_L1: 6.076 D_real: 0.825 D_fake: 0.360 +(epoch: 1, iters: 30900, time: 0.298, data: 0.019) G_GAN: 1.292 G_L1: 3.911 D_real: 0.243 D_fake: 0.714 +(epoch: 1, iters: 31000, time: 0.302, data: 0.017) G_GAN: 1.313 G_L1: 3.576 D_real: 0.409 D_fake: 0.448 +(epoch: 1, iters: 31100, time: 0.295, data: 0.018) G_GAN: 1.449 G_L1: 7.812 D_real: 0.649 D_fake: 0.434 +(epoch: 1, iters: 31200, time: 0.407, data: 0.017) G_GAN: 1.530 G_L1: 5.698 D_real: 0.458 D_fake: 0.319 +(epoch: 1, iters: 31300, time: 0.303, data: 0.020) G_GAN: 1.011 G_L1: 4.526 D_real: 0.997 D_fake: 0.559 +(epoch: 1, iters: 31400, time: 0.308, data: 0.017) G_GAN: 1.345 G_L1: 6.636 D_real: 1.163 D_fake: 0.348 +(epoch: 1, iters: 31500, time: 0.301, data: 0.017) G_GAN: 1.048 G_L1: 3.336 D_real: 0.385 D_fake: 0.644 +(epoch: 1, iters: 31600, time: 0.432, data: 0.017) G_GAN: 1.395 G_L1: 5.708 D_real: 0.301 D_fake: 0.620 +(epoch: 1, iters: 31700, time: 0.297, data: 0.018) G_GAN: 1.462 G_L1: 5.408 D_real: 0.138 D_fake: 0.474 +(epoch: 1, iters: 31800, time: 0.295, data: 0.017) G_GAN: 1.451 G_L1: 4.780 D_real: 1.189 D_fake: 0.314 +(epoch: 1, iters: 31900, time: 0.291, data: 0.015) G_GAN: 0.743 G_L1: 4.518 D_real: 0.816 D_fake: 0.686 +(epoch: 1, iters: 32000, time: 0.483, data: 0.016) G_GAN: 0.916 G_L1: 3.605 D_real: 0.562 D_fake: 0.483 +(epoch: 1, iters: 32100, time: 0.297, data: 0.019) G_GAN: 1.204 G_L1: 4.508 D_real: 0.587 D_fake: 0.695 +(epoch: 1, iters: 32200, time: 0.292, data: 0.017) G_GAN: 2.677 G_L1: 6.516 D_real: 0.831 D_fake: 0.896 +(epoch: 1, iters: 32300, time: 0.302, data: 0.017) G_GAN: 1.655 G_L1: 5.843 D_real: 0.226 D_fake: 0.711 +(epoch: 1, iters: 32400, time: 0.408, data: 0.018) G_GAN: 1.145 G_L1: 4.786 D_real: 0.414 D_fake: 0.714 +(epoch: 1, iters: 32500, time: 0.299, data: 0.020) G_GAN: 1.058 G_L1: 2.486 D_real: 0.746 D_fake: 0.531 +(epoch: 1, iters: 32600, time: 0.295, data: 0.018) G_GAN: 0.795 G_L1: 4.127 D_real: 0.923 D_fake: 0.425 +(epoch: 1, iters: 32700, time: 0.303, data: 0.017) G_GAN: 1.069 G_L1: 4.747 D_real: 0.616 D_fake: 0.650 +(epoch: 1, iters: 32800, time: 0.411, data: 0.017) G_GAN: 1.486 G_L1: 4.629 D_real: 0.485 D_fake: 1.188 +(epoch: 1, iters: 32900, time: 0.296, data: 0.019) G_GAN: 0.928 G_L1: 3.428 D_real: 1.254 D_fake: 0.350 +(epoch: 1, iters: 33000, time: 0.296, data: 0.017) G_GAN: 1.165 G_L1: 7.201 D_real: 0.913 D_fake: 0.634 +(epoch: 1, iters: 33100, time: 0.305, data: 0.017) G_GAN: 1.795 G_L1: 5.111 D_real: 0.877 D_fake: 0.757 +(epoch: 1, iters: 33200, time: 0.413, data: 0.019) G_GAN: 1.362 G_L1: 4.569 D_real: 0.447 D_fake: 0.449 +(epoch: 1, iters: 33300, time: 0.298, data: 0.020) G_GAN: 1.000 G_L1: 4.393 D_real: 0.683 D_fake: 0.463 +(epoch: 1, iters: 33400, time: 0.300, data: 0.019) G_GAN: 1.154 G_L1: 4.301 D_real: 0.737 D_fake: 0.760 +(epoch: 1, iters: 33500, time: 0.295, data: 0.018) G_GAN: 0.929 G_L1: 3.149 D_real: 0.399 D_fake: 0.578 +(epoch: 1, iters: 33600, time: 0.414, data: 0.017) G_GAN: 2.105 G_L1: 4.765 D_real: 0.336 D_fake: 1.747 +(epoch: 1, iters: 33700, time: 0.305, data: 0.020) G_GAN: 1.097 G_L1: 3.499 D_real: 0.830 D_fake: 0.444 +(epoch: 1, iters: 33800, time: 0.296, data: 0.017) G_GAN: 1.124 G_L1: 4.080 D_real: 0.297 D_fake: 0.629 +(epoch: 1, iters: 33900, time: 0.295, data: 0.016) G_GAN: 1.008 G_L1: 3.716 D_real: 1.252 D_fake: 0.576 +(epoch: 1, iters: 34000, time: 0.491, data: 0.017) G_GAN: 0.847 G_L1: 2.121 D_real: 0.959 D_fake: 0.494 +(epoch: 1, iters: 34100, time: 0.292, data: 0.020) G_GAN: 1.224 G_L1: 4.422 D_real: 0.586 D_fake: 0.710 +(epoch: 1, iters: 34200, time: 0.294, data: 0.018) G_GAN: 0.992 G_L1: 3.343 D_real: 0.754 D_fake: 0.462 +(epoch: 1, iters: 34300, time: 0.309, data: 0.018) G_GAN: 1.019 G_L1: 3.631 D_real: 0.761 D_fake: 0.441 +(epoch: 1, iters: 34400, time: 0.404, data: 0.017) G_GAN: 1.601 G_L1: 5.094 D_real: 0.356 D_fake: 1.309 +(epoch: 1, iters: 34500, time: 0.301, data: 0.019) G_GAN: 1.112 G_L1: 3.557 D_real: 0.498 D_fake: 0.581 +(epoch: 1, iters: 34600, time: 0.305, data: 0.017) G_GAN: 0.925 G_L1: 4.692 D_real: 0.748 D_fake: 0.558 +(epoch: 1, iters: 34700, time: 0.307, data: 0.018) G_GAN: 0.979 G_L1: 3.698 D_real: 0.226 D_fake: 0.700 +(epoch: 1, iters: 34800, time: 0.419, data: 0.018) G_GAN: 1.426 G_L1: 5.736 D_real: 0.536 D_fake: 0.637 +(epoch: 1, iters: 34900, time: 0.304, data: 0.019) G_GAN: 1.166 G_L1: 6.683 D_real: 0.248 D_fake: 0.500 +(epoch: 1, iters: 35000, time: 0.297, data: 0.018) G_GAN: 0.951 G_L1: 3.982 D_real: 0.782 D_fake: 0.628 +(epoch: 1, iters: 35100, time: 0.285, data: 0.019) G_GAN: 0.968 G_L1: 3.279 D_real: 0.847 D_fake: 0.488 +(epoch: 1, iters: 35200, time: 0.403, data: 0.016) G_GAN: 1.022 G_L1: 3.355 D_real: 0.491 D_fake: 0.767 +(epoch: 1, iters: 35300, time: 0.297, data: 0.019) G_GAN: 1.056 G_L1: 4.810 D_real: 0.830 D_fake: 0.498 +(epoch: 1, iters: 35400, time: 0.303, data: 0.017) G_GAN: 1.056 G_L1: 2.819 D_real: 0.505 D_fake: 0.526 +(epoch: 1, iters: 35500, time: 0.305, data: 0.017) G_GAN: 0.956 G_L1: 3.629 D_real: 0.979 D_fake: 0.317 +(epoch: 1, iters: 35600, time: 0.382, data: 0.018) G_GAN: 1.071 G_L1: 3.507 D_real: 0.811 D_fake: 0.648 +(epoch: 1, iters: 35700, time: 0.301, data: 0.018) G_GAN: 0.818 G_L1: 5.374 D_real: 0.903 D_fake: 0.748 +(epoch: 1, iters: 35800, time: 0.301, data: 0.018) G_GAN: 0.993 G_L1: 2.823 D_real: 0.638 D_fake: 0.603 +(epoch: 1, iters: 35900, time: 0.298, data: 0.018) G_GAN: 1.330 G_L1: 8.634 D_real: 0.394 D_fake: 0.456 +(epoch: 1, iters: 36000, time: 0.517, data: 0.017) G_GAN: 1.561 G_L1: 3.692 D_real: 0.666 D_fake: 0.384 +(epoch: 1, iters: 36100, time: 0.297, data: 0.018) G_GAN: 1.237 G_L1: 3.074 D_real: 0.334 D_fake: 0.665 +(epoch: 1, iters: 36200, time: 0.294, data: 0.016) G_GAN: 1.490 G_L1: 3.988 D_real: 0.258 D_fake: 0.490 +(epoch: 1, iters: 36300, time: 0.295, data: 0.017) G_GAN: 0.953 G_L1: 3.149 D_real: 1.131 D_fake: 0.371 +(epoch: 1, iters: 36400, time: 0.395, data: 0.017) G_GAN: 0.967 G_L1: 4.570 D_real: 0.534 D_fake: 0.584 +(epoch: 1, iters: 36500, time: 0.283, data: 0.019) G_GAN: 2.539 G_L1: 5.673 D_real: 0.486 D_fake: 1.581 +(epoch: 1, iters: 36600, time: 0.307, data: 0.017) G_GAN: 1.037 G_L1: 3.948 D_real: 0.375 D_fake: 0.623 +(epoch: 1, iters: 36700, time: 0.289, data: 0.017) G_GAN: 1.762 G_L1: 8.973 D_real: 0.687 D_fake: 0.265 +(epoch: 1, iters: 36800, time: 0.411, data: 0.016) G_GAN: 1.827 G_L1: 4.299 D_real: 0.406 D_fake: 1.063 +(epoch: 1, iters: 36900, time: 0.302, data: 0.019) G_GAN: 1.057 G_L1: 2.238 D_real: 0.838 D_fake: 0.536 +(epoch: 1, iters: 37000, time: 0.309, data: 0.017) G_GAN: 1.273 G_L1: 3.069 D_real: 0.509 D_fake: 0.523 +(epoch: 1, iters: 37100, time: 0.300, data: 0.017) G_GAN: 1.312 G_L1: 4.526 D_real: 0.384 D_fake: 0.499 +(epoch: 1, iters: 37200, time: 0.426, data: 0.018) G_GAN: 1.587 G_L1: 5.858 D_real: 0.423 D_fake: 0.947 +(epoch: 1, iters: 37300, time: 0.293, data: 0.019) G_GAN: 1.526 G_L1: 4.390 D_real: 0.537 D_fake: 0.544 +(epoch: 1, iters: 37400, time: 0.302, data: 0.017) G_GAN: 1.235 G_L1: 2.909 D_real: 0.522 D_fake: 0.633 +(epoch: 1, iters: 37500, time: 0.293, data: 0.016) G_GAN: 1.101 G_L1: 5.071 D_real: 0.933 D_fake: 0.405 +(epoch: 1, iters: 37600, time: 0.390, data: 0.016) G_GAN: 1.110 G_L1: 3.880 D_real: 0.424 D_fake: 0.854 +(epoch: 1, iters: 37700, time: 0.302, data: 0.019) G_GAN: 1.403 G_L1: 3.508 D_real: 0.292 D_fake: 0.678 +(epoch: 1, iters: 37800, time: 0.304, data: 0.017) G_GAN: 0.891 G_L1: 4.237 D_real: 1.129 D_fake: 0.575 +(epoch: 1, iters: 37900, time: 0.300, data: 0.018) G_GAN: 0.939 G_L1: 3.243 D_real: 0.452 D_fake: 0.604 +(epoch: 1, iters: 38000, time: 0.505, data: 0.018) G_GAN: 1.412 G_L1: 5.208 D_real: 1.110 D_fake: 0.694 +(epoch: 1, iters: 38100, time: 0.300, data: 0.019) G_GAN: 1.364 G_L1: 3.675 D_real: 0.387 D_fake: 0.590 +(epoch: 1, iters: 38200, time: 0.305, data: 0.016) G_GAN: 1.168 G_L1: 3.977 D_real: 0.522 D_fake: 0.604 +(epoch: 1, iters: 38300, time: 0.290, data: 0.017) G_GAN: 1.089 G_L1: 2.341 D_real: 1.001 D_fake: 0.409 +(epoch: 1, iters: 38400, time: 0.400, data: 0.016) G_GAN: 1.206 G_L1: 4.524 D_real: 0.653 D_fake: 0.553 +(epoch: 1, iters: 38500, time: 0.294, data: 0.019) G_GAN: 1.480 G_L1: 5.603 D_real: 0.587 D_fake: 0.303 +(epoch: 1, iters: 38600, time: 0.295, data: 0.018) G_GAN: 1.334 G_L1: 4.218 D_real: 0.413 D_fake: 0.814 +(epoch: 1, iters: 38700, time: 0.298, data: 0.016) G_GAN: 0.867 G_L1: 3.009 D_real: 0.759 D_fake: 0.531 +(epoch: 1, iters: 38800, time: 0.410, data: 0.018) G_GAN: 1.271 G_L1: 9.726 D_real: 0.339 D_fake: 0.520 +(epoch: 1, iters: 38900, time: 0.298, data: 0.018) G_GAN: 1.020 G_L1: 2.781 D_real: 0.534 D_fake: 0.780 +(epoch: 1, iters: 39000, time: 0.303, data: 0.016) G_GAN: 1.137 G_L1: 3.755 D_real: 0.822 D_fake: 0.540 +(epoch: 1, iters: 39100, time: 0.286, data: 0.016) G_GAN: 1.000 G_L1: 3.345 D_real: 0.429 D_fake: 0.545 +(epoch: 1, iters: 39200, time: 0.407, data: 0.016) G_GAN: 1.639 G_L1: 3.799 D_real: 0.250 D_fake: 1.619 +(epoch: 1, iters: 39300, time: 0.303, data: 0.020) G_GAN: 1.105 G_L1: 4.041 D_real: 0.547 D_fake: 0.556 +(epoch: 1, iters: 39400, time: 0.295, data: 0.017) G_GAN: 1.297 G_L1: 5.313 D_real: 0.855 D_fake: 0.290 +(epoch: 1, iters: 39500, time: 0.300, data: 0.016) G_GAN: 0.974 G_L1: 3.048 D_real: 0.455 D_fake: 0.565 +(epoch: 1, iters: 39600, time: 0.390, data: 0.017) G_GAN: 1.352 G_L1: 4.553 D_real: 0.401 D_fake: 0.931 +(epoch: 1, iters: 39700, time: 0.298, data: 0.019) G_GAN: 0.997 G_L1: 3.555 D_real: 0.794 D_fake: 0.510 +(epoch: 1, iters: 39800, time: 0.290, data: 0.017) G_GAN: 1.010 G_L1: 3.151 D_real: 0.982 D_fake: 0.642 +(epoch: 1, iters: 39900, time: 0.303, data: 0.016) G_GAN: 0.725 G_L1: 2.731 D_real: 0.681 D_fake: 0.588 +(epoch: 1, iters: 40000, time: 0.539, data: 0.017) G_GAN: 0.657 G_L1: 3.517 D_real: 1.086 D_fake: 0.439 +(epoch: 1, iters: 40100, time: 0.297, data: 0.020) G_GAN: 1.040 G_L1: 4.252 D_real: 0.820 D_fake: 0.287 +(epoch: 1, iters: 40200, time: 0.297, data: 0.016) G_GAN: 1.266 G_L1: 5.552 D_real: 0.482 D_fake: 0.466 +(epoch: 1, iters: 40300, time: 0.303, data: 0.017) G_GAN: 1.162 G_L1: 5.096 D_real: 0.792 D_fake: 0.373 +(epoch: 1, iters: 40400, time: 0.418, data: 0.016) G_GAN: 0.780 G_L1: 3.169 D_real: 0.972 D_fake: 0.465 +(epoch: 1, iters: 40500, time: 0.299, data: 0.020) G_GAN: 0.907 G_L1: 2.921 D_real: 0.462 D_fake: 0.739 +(epoch: 1, iters: 40600, time: 0.295, data: 0.018) G_GAN: 1.178 G_L1: 3.817 D_real: 0.588 D_fake: 0.669 +(epoch: 1, iters: 40700, time: 0.302, data: 0.017) G_GAN: 1.511 G_L1: 5.009 D_real: 0.439 D_fake: 0.664 +(epoch: 1, iters: 40800, time: 0.417, data: 0.022) G_GAN: 1.280 G_L1: 4.490 D_real: 0.628 D_fake: 0.566 +(epoch: 1, iters: 40900, time: 0.303, data: 0.019) G_GAN: 0.901 G_L1: 4.081 D_real: 0.768 D_fake: 0.600 +(epoch: 1, iters: 41000, time: 0.300, data: 0.017) G_GAN: 1.359 G_L1: 2.834 D_real: 0.574 D_fake: 0.396 +(epoch: 1, iters: 41100, time: 0.300, data: 0.020) G_GAN: 1.051 G_L1: 4.103 D_real: 1.047 D_fake: 1.076 +(epoch: 1, iters: 41200, time: 0.384, data: 0.016) G_GAN: 1.003 G_L1: 3.717 D_real: 0.510 D_fake: 0.693 +(epoch: 1, iters: 41300, time: 0.302, data: 0.018) G_GAN: 0.924 G_L1: 3.861 D_real: 1.315 D_fake: 0.264 +(epoch: 1, iters: 41400, time: 0.301, data: 0.016) G_GAN: 1.144 G_L1: 3.556 D_real: 0.455 D_fake: 0.627 +(epoch: 1, iters: 41500, time: 0.296, data: 0.017) G_GAN: 1.029 G_L1: 3.302 D_real: 0.825 D_fake: 0.392 +(epoch: 1, iters: 41600, time: 0.397, data: 0.017) G_GAN: 0.995 G_L1: 2.454 D_real: 0.728 D_fake: 0.858 +(epoch: 1, iters: 41700, time: 0.293, data: 0.019) G_GAN: 0.999 G_L1: 3.327 D_real: 0.315 D_fake: 0.628 +(epoch: 1, iters: 41800, time: 0.302, data: 0.017) G_GAN: 0.890 G_L1: 3.064 D_real: 0.787 D_fake: 0.411 +(epoch: 1, iters: 41900, time: 0.303, data: 0.017) G_GAN: 0.827 G_L1: 4.920 D_real: 0.824 D_fake: 0.401 +(epoch: 1, iters: 42000, time: 0.541, data: 0.017) G_GAN: 1.368 G_L1: 8.325 D_real: 0.367 D_fake: 0.420 +(epoch: 1, iters: 42100, time: 0.294, data: 0.019) G_GAN: 1.229 G_L1: 4.703 D_real: 0.354 D_fake: 0.674 +(epoch: 1, iters: 42200, time: 0.306, data: 0.016) G_GAN: 1.180 G_L1: 6.298 D_real: 0.674 D_fake: 0.498 +(epoch: 1, iters: 42300, time: 0.299, data: 0.017) G_GAN: 1.051 G_L1: 4.242 D_real: 0.337 D_fake: 0.593 +(epoch: 1, iters: 42400, time: 0.412, data: 0.016) G_GAN: 1.024 G_L1: 2.651 D_real: 0.431 D_fake: 0.735 +(epoch: 1, iters: 42500, time: 0.288, data: 0.021) G_GAN: 0.936 G_L1: 2.924 D_real: 0.961 D_fake: 0.590 +(epoch: 1, iters: 42600, time: 0.302, data: 0.016) G_GAN: 0.986 G_L1: 3.163 D_real: 0.974 D_fake: 0.591 +(epoch: 1, iters: 42700, time: 0.297, data: 0.016) G_GAN: 0.869 G_L1: 3.680 D_real: 0.942 D_fake: 0.599 +(epoch: 1, iters: 42800, time: 0.425, data: 0.017) G_GAN: 1.521 G_L1: 4.850 D_real: 0.281 D_fake: 1.539 +(epoch: 1, iters: 42900, time: 0.301, data: 0.019) G_GAN: 1.148 G_L1: 2.231 D_real: 0.486 D_fake: 0.624 +(epoch: 1, iters: 43000, time: 0.296, data: 0.019) G_GAN: 1.174 G_L1: 2.747 D_real: 0.506 D_fake: 0.817 +(epoch: 1, iters: 43100, time: 0.295, data: 0.020) G_GAN: 1.545 G_L1: 4.182 D_real: 0.445 D_fake: 2.101 +(epoch: 1, iters: 43200, time: 0.416, data: 0.016) G_GAN: 1.648 G_L1: 5.371 D_real: 0.226 D_fake: 0.740 +(epoch: 1, iters: 43300, time: 0.288, data: 0.019) G_GAN: 1.155 G_L1: 2.752 D_real: 0.222 D_fake: 0.582 +(epoch: 1, iters: 43400, time: 0.296, data: 0.016) G_GAN: 1.252 G_L1: 3.530 D_real: 0.388 D_fake: 0.533 +(epoch: 1, iters: 43500, time: 0.295, data: 0.023) G_GAN: 1.126 G_L1: 2.877 D_real: 0.715 D_fake: 0.614 +(epoch: 1, iters: 43600, time: 0.412, data: 0.018) G_GAN: 1.175 G_L1: 3.541 D_real: 0.504 D_fake: 0.512 +(epoch: 1, iters: 43700, time: 0.304, data: 0.020) G_GAN: 1.330 G_L1: 3.554 D_real: 0.883 D_fake: 0.405 +(epoch: 1, iters: 43800, time: 0.307, data: 0.017) G_GAN: 1.229 G_L1: 3.435 D_real: 0.337 D_fake: 0.452 +(epoch: 1, iters: 43900, time: 0.299, data: 0.018) G_GAN: 1.059 G_L1: 3.717 D_real: 0.376 D_fake: 0.504 +(epoch: 1, iters: 44000, time: 0.532, data: 0.017) G_GAN: 1.195 G_L1: 3.084 D_real: 0.691 D_fake: 0.613 +(epoch: 1, iters: 44100, time: 0.296, data: 0.019) G_GAN: 0.934 G_L1: 3.116 D_real: 0.711 D_fake: 0.547 +(epoch: 1, iters: 44200, time: 0.296, data: 0.016) G_GAN: 1.391 G_L1: 4.456 D_real: 0.612 D_fake: 0.506 +(epoch: 1, iters: 44300, time: 0.303, data: 0.017) G_GAN: 1.183 G_L1: 4.031 D_real: 0.453 D_fake: 0.800 +(epoch: 1, iters: 44400, time: 0.400, data: 0.017) G_GAN: 0.908 G_L1: 3.262 D_real: 0.743 D_fake: 0.349 +(epoch: 1, iters: 44500, time: 0.299, data: 0.019) G_GAN: 0.998 G_L1: 2.719 D_real: 0.956 D_fake: 0.723 +(epoch: 1, iters: 44600, time: 0.294, data: 0.016) G_GAN: 1.481 G_L1: 8.706 D_real: 0.508 D_fake: 0.351 +(epoch: 1, iters: 44700, time: 0.298, data: 0.016) G_GAN: 1.330 G_L1: 3.572 D_real: 0.722 D_fake: 0.351 +(epoch: 1, iters: 44800, time: 0.419, data: 0.017) G_GAN: 1.141 G_L1: 3.887 D_real: 0.467 D_fake: 0.393 +(epoch: 1, iters: 44900, time: 0.300, data: 0.019) G_GAN: 1.106 G_L1: 6.649 D_real: 0.633 D_fake: 0.845 +(epoch: 1, iters: 45000, time: 0.281, data: 0.018) G_GAN: 1.206 G_L1: 3.543 D_real: 0.907 D_fake: 0.365 +(epoch: 1, iters: 45100, time: 0.300, data: 0.020) G_GAN: 1.215 G_L1: 3.034 D_real: 0.490 D_fake: 0.406 +(epoch: 1, iters: 45200, time: 0.416, data: 0.017) G_GAN: 0.961 G_L1: 3.992 D_real: 0.527 D_fake: 0.468 +(epoch: 1, iters: 45300, time: 0.300, data: 0.020) G_GAN: 0.952 G_L1: 2.327 D_real: 0.760 D_fake: 0.539 +(epoch: 1, iters: 45400, time: 0.304, data: 0.016) G_GAN: 1.434 G_L1: 4.584 D_real: 0.325 D_fake: 0.360 +(epoch: 1, iters: 45500, time: 0.300, data: 0.023) G_GAN: 0.983 G_L1: 2.727 D_real: 0.537 D_fake: 0.658 +(epoch: 1, iters: 45600, time: 0.391, data: 0.017) G_GAN: 1.081 G_L1: 2.557 D_real: 0.573 D_fake: 0.511 +(epoch: 1, iters: 45700, time: 0.294, data: 0.019) G_GAN: 0.756 G_L1: 3.346 D_real: 0.979 D_fake: 0.454 +(epoch: 1, iters: 45800, time: 0.299, data: 0.019) G_GAN: 1.157 G_L1: 3.381 D_real: 0.433 D_fake: 0.641 +(epoch: 1, iters: 45900, time: 0.295, data: 0.016) G_GAN: 0.968 G_L1: 2.940 D_real: 1.468 D_fake: 0.345 +(epoch: 1, iters: 46000, time: 0.534, data: 0.015) G_GAN: 1.241 G_L1: 4.709 D_real: 0.446 D_fake: 0.522 +(epoch: 1, iters: 46100, time: 0.303, data: 0.018) G_GAN: 1.595 G_L1: 4.195 D_real: 0.317 D_fake: 0.604 +(epoch: 1, iters: 46200, time: 0.307, data: 0.016) G_GAN: 1.770 G_L1: 6.925 D_real: 0.348 D_fake: 0.688 +(epoch: 1, iters: 46300, time: 0.301, data: 0.021) G_GAN: 1.232 G_L1: 3.954 D_real: 0.617 D_fake: 0.644 +(epoch: 1, iters: 46400, time: 0.408, data: 0.016) G_GAN: 1.422 G_L1: 3.970 D_real: 0.320 D_fake: 0.438 +(epoch: 1, iters: 46500, time: 0.296, data: 0.018) G_GAN: 1.042 G_L1: 3.772 D_real: 0.589 D_fake: 0.596 +(epoch: 1, iters: 46600, time: 0.306, data: 0.016) G_GAN: 1.197 G_L1: 3.588 D_real: 0.209 D_fake: 1.001 +(epoch: 1, iters: 46700, time: 0.302, data: 0.017) G_GAN: 1.195 G_L1: 3.962 D_real: 0.275 D_fake: 0.533 +(epoch: 1, iters: 46800, time: 0.410, data: 0.016) G_GAN: 0.922 G_L1: 3.465 D_real: 0.381 D_fake: 0.739 +(epoch: 1, iters: 46900, time: 0.305, data: 0.018) G_GAN: 1.411 G_L1: 5.616 D_real: 0.383 D_fake: 0.623 +(epoch: 1, iters: 47000, time: 0.291, data: 0.015) G_GAN: 1.143 G_L1: 2.957 D_real: 0.598 D_fake: 0.587 +(epoch: 1, iters: 47100, time: 0.296, data: 0.016) G_GAN: 0.874 G_L1: 2.300 D_real: 0.459 D_fake: 0.652 +(epoch: 1, iters: 47200, time: 0.408, data: 0.015) G_GAN: 1.580 G_L1: 3.969 D_real: 0.773 D_fake: 0.731 +(epoch: 1, iters: 47300, time: 0.290, data: 0.018) G_GAN: 0.694 G_L1: 3.036 D_real: 0.685 D_fake: 0.806 +(epoch: 1, iters: 47400, time: 0.305, data: 0.016) G_GAN: 1.268 G_L1: 6.228 D_real: 0.434 D_fake: 0.632 +(epoch: 1, iters: 47500, time: 0.303, data: 0.016) G_GAN: 0.983 G_L1: 4.637 D_real: 1.089 D_fake: 0.704 +(epoch: 1, iters: 47600, time: 0.375, data: 0.016) G_GAN: 1.153 G_L1: 3.449 D_real: 0.600 D_fake: 1.070 +(epoch: 1, iters: 47700, time: 0.303, data: 0.018) G_GAN: 0.990 G_L1: 3.071 D_real: 0.643 D_fake: 0.548 +(epoch: 1, iters: 47800, time: 0.296, data: 0.016) G_GAN: 1.048 G_L1: 2.906 D_real: 0.610 D_fake: 0.480 +(epoch: 1, iters: 47900, time: 0.298, data: 0.016) G_GAN: 0.967 G_L1: 3.767 D_real: 0.578 D_fake: 0.491 +(epoch: 1, iters: 48000, time: 0.528, data: 0.016) G_GAN: 1.199 G_L1: 4.579 D_real: 0.316 D_fake: 0.649 +(epoch: 1, iters: 48100, time: 0.283, data: 0.018) G_GAN: 1.463 G_L1: 5.504 D_real: 0.491 D_fake: 0.381 +(epoch: 1, iters: 48200, time: 0.296, data: 0.013) G_GAN: 1.084 G_L1: 5.017 D_real: 0.241 D_fake: 0.775 +(epoch: 1, iters: 48300, time: 0.298, data: 0.016) G_GAN: 1.609 G_L1: 3.745 D_real: 0.251 D_fake: 0.378 +(epoch: 1, iters: 48400, time: 0.411, data: 0.017) G_GAN: 1.074 G_L1: 4.874 D_real: 0.433 D_fake: 0.703 +(epoch: 1, iters: 48500, time: 0.303, data: 0.019) G_GAN: 1.491 G_L1: 5.393 D_real: 0.553 D_fake: 1.371 +(epoch: 1, iters: 48600, time: 0.295, data: 0.019) G_GAN: 0.961 G_L1: 4.262 D_real: 0.269 D_fake: 1.052 +(epoch: 1, iters: 48700, time: 0.300, data: 0.016) G_GAN: 1.180 G_L1: 3.199 D_real: 0.382 D_fake: 0.612 +(epoch: 1, iters: 48800, time: 0.407, data: 0.015) G_GAN: 0.891 G_L1: 2.726 D_real: 0.802 D_fake: 0.498 +(epoch: 1, iters: 48900, time: 0.298, data: 0.018) G_GAN: 1.143 G_L1: 3.220 D_real: 0.673 D_fake: 0.577 +(epoch: 1, iters: 49000, time: 0.279, data: 0.015) G_GAN: 1.059 G_L1: 2.713 D_real: 0.782 D_fake: 0.488 +(epoch: 1, iters: 49100, time: 0.298, data: 0.013) G_GAN: 1.421 G_L1: 4.665 D_real: 0.298 D_fake: 0.352 +(epoch: 1, iters: 49200, time: 0.404, data: 0.016) G_GAN: 1.025 G_L1: 3.149 D_real: 0.634 D_fake: 0.681 +(epoch: 1, iters: 49300, time: 0.304, data: 0.018) G_GAN: 0.820 G_L1: 2.688 D_real: 1.086 D_fake: 0.425 +(epoch: 1, iters: 49400, time: 0.301, data: 0.017) G_GAN: 1.350 G_L1: 4.534 D_real: 0.486 D_fake: 0.861 +(epoch: 1, iters: 49500, time: 0.299, data: 0.015) G_GAN: 0.938 G_L1: 3.537 D_real: 0.738 D_fake: 0.475 +(epoch: 1, iters: 49600, time: 0.412, data: 0.015) G_GAN: 1.134 G_L1: 3.727 D_real: 0.520 D_fake: 0.565 +(epoch: 1, iters: 49700, time: 0.291, data: 0.018) G_GAN: 1.032 G_L1: 2.473 D_real: 0.396 D_fake: 0.776 +(epoch: 1, iters: 49800, time: 0.299, data: 0.017) G_GAN: 1.249 G_L1: 3.518 D_real: 0.661 D_fake: 0.303 +(epoch: 1, iters: 49900, time: 0.298, data: 0.017) G_GAN: 1.345 G_L1: 4.206 D_real: 0.574 D_fake: 0.782 +(epoch: 1, iters: 50000, time: 0.534, data: 0.017) G_GAN: 0.835 G_L1: 2.840 D_real: 1.204 D_fake: 0.358 +(epoch: 1, iters: 50100, time: 0.285, data: 0.019) G_GAN: 1.135 G_L1: 4.676 D_real: 0.320 D_fake: 0.579 +(epoch: 1, iters: 50200, time: 0.305, data: 0.016) G_GAN: 1.051 G_L1: 2.823 D_real: 0.903 D_fake: 0.391 +(epoch: 1, iters: 50300, time: 0.301, data: 0.016) G_GAN: 0.998 G_L1: 3.523 D_real: 0.772 D_fake: 0.599 +(epoch: 1, iters: 50400, time: 0.422, data: 0.016) G_GAN: 1.402 G_L1: 5.332 D_real: 0.431 D_fake: 1.112 +(epoch: 1, iters: 50500, time: 0.291, data: 0.021) G_GAN: 1.642 G_L1: 4.332 D_real: 0.461 D_fake: 0.651 +(epoch: 1, iters: 50600, time: 0.305, data: 0.016) G_GAN: 1.067 G_L1: 3.825 D_real: 0.885 D_fake: 0.345 +(epoch: 1, iters: 50700, time: 0.291, data: 0.017) G_GAN: 1.208 G_L1: 4.156 D_real: 0.478 D_fake: 0.817 +(epoch: 1, iters: 50800, time: 0.411, data: 0.016) G_GAN: 0.740 G_L1: 4.226 D_real: 1.166 D_fake: 0.446 +(epoch: 1, iters: 50900, time: 0.304, data: 0.019) G_GAN: 1.134 G_L1: 3.034 D_real: 0.522 D_fake: 0.485 +(epoch: 1, iters: 51000, time: 0.296, data: 0.017) G_GAN: 0.920 G_L1: 2.835 D_real: 0.421 D_fake: 0.680 +(epoch: 1, iters: 51100, time: 0.296, data: 0.017) G_GAN: 1.006 G_L1: 5.486 D_real: 0.431 D_fake: 0.584 +(epoch: 1, iters: 51200, time: 0.419, data: 0.017) G_GAN: 1.326 G_L1: 5.817 D_real: 0.647 D_fake: 0.395 +(epoch: 1, iters: 51300, time: 0.289, data: 0.019) G_GAN: 0.805 G_L1: 3.089 D_real: 0.785 D_fake: 0.436 +(epoch: 1, iters: 51400, time: 0.305, data: 0.018) G_GAN: 0.990 G_L1: 3.023 D_real: 0.555 D_fake: 0.598 +(epoch: 1, iters: 51500, time: 0.299, data: 0.018) G_GAN: 1.001 G_L1: 2.991 D_real: 0.748 D_fake: 0.684 +(epoch: 1, iters: 51600, time: 0.420, data: 0.017) G_GAN: 1.703 G_L1: 4.163 D_real: 0.358 D_fake: 0.690 +(epoch: 1, iters: 51700, time: 0.294, data: 0.019) G_GAN: 0.983 G_L1: 3.147 D_real: 1.557 D_fake: 0.322 +(epoch: 1, iters: 51800, time: 0.300, data: 0.017) G_GAN: 0.904 G_L1: 4.611 D_real: 0.995 D_fake: 0.544 +(epoch: 1, iters: 51900, time: 0.300, data: 0.016) G_GAN: 1.879 G_L1: 4.663 D_real: 1.095 D_fake: 0.699 +(epoch: 1, iters: 52000, time: 0.548, data: 0.018) G_GAN: 1.075 G_L1: 5.108 D_real: 0.619 D_fake: 0.809 +(epoch: 1, iters: 52100, time: 0.291, data: 0.020) G_GAN: 1.078 G_L1: 3.881 D_real: 0.605 D_fake: 0.506 +(epoch: 1, iters: 52200, time: 0.285, data: 0.017) G_GAN: 0.684 G_L1: 4.618 D_real: 0.708 D_fake: 0.658 +(epoch: 1, iters: 52300, time: 0.303, data: 0.016) G_GAN: 1.590 G_L1: 4.359 D_real: 0.197 D_fake: 0.629 +(epoch: 1, iters: 52400, time: 0.432, data: 0.017) G_GAN: 1.260 G_L1: 3.863 D_real: 0.354 D_fake: 0.942 +(epoch: 1, iters: 52500, time: 0.304, data: 0.019) G_GAN: 1.085 G_L1: 3.712 D_real: 0.544 D_fake: 0.883 +(epoch: 1, iters: 52600, time: 0.305, data: 0.024) G_GAN: 1.265 G_L1: 4.468 D_real: 0.802 D_fake: 0.633 +(epoch: 1, iters: 52700, time: 0.298, data: 0.016) G_GAN: 1.149 G_L1: 3.549 D_real: 0.385 D_fake: 0.476 +(epoch: 1, iters: 52800, time: 0.414, data: 0.016) G_GAN: 0.947 G_L1: 3.515 D_real: 1.038 D_fake: 0.354 +(epoch: 1, iters: 52900, time: 0.300, data: 0.019) G_GAN: 1.077 G_L1: 4.192 D_real: 0.251 D_fake: 0.621 +(epoch: 1, iters: 53000, time: 0.289, data: 0.017) G_GAN: 1.278 G_L1: 3.804 D_real: 0.616 D_fake: 0.626 +(epoch: 1, iters: 53100, time: 0.298, data: 0.016) G_GAN: 1.713 G_L1: 4.588 D_real: 0.170 D_fake: 0.486 +(epoch: 1, iters: 53200, time: 0.422, data: 0.016) G_GAN: 0.914 G_L1: 4.695 D_real: 0.646 D_fake: 0.534 +(epoch: 1, iters: 53300, time: 0.290, data: 0.020) G_GAN: 1.159 G_L1: 3.045 D_real: 0.709 D_fake: 0.500 +(epoch: 1, iters: 53400, time: 0.312, data: 0.020) G_GAN: 1.173 G_L1: 3.304 D_real: 0.372 D_fake: 0.444 +(epoch: 1, iters: 53500, time: 0.275, data: 0.017) G_GAN: 1.105 G_L1: 2.992 D_real: 0.394 D_fake: 0.872 +(epoch: 1, iters: 53600, time: 0.412, data: 0.014) G_GAN: 0.963 G_L1: 3.144 D_real: 0.668 D_fake: 0.572 +(epoch: 1, iters: 53700, time: 0.294, data: 0.019) G_GAN: 1.096 G_L1: 4.828 D_real: 0.778 D_fake: 1.085 +(epoch: 1, iters: 53800, time: 0.300, data: 0.017) G_GAN: 1.069 G_L1: 3.129 D_real: 0.918 D_fake: 0.327 +(epoch: 1, iters: 53900, time: 0.303, data: 0.017) G_GAN: 1.456 G_L1: 4.283 D_real: 0.681 D_fake: 0.355 +(epoch: 1, iters: 54000, time: 0.530, data: 0.017) G_GAN: 1.895 G_L1: 4.809 D_real: 0.163 D_fake: 0.519 +(epoch: 1, iters: 54100, time: 0.293, data: 0.021) G_GAN: 0.956 G_L1: 5.238 D_real: 0.609 D_fake: 0.750 +(epoch: 1, iters: 54200, time: 0.293, data: 0.016) G_GAN: 1.187 G_L1: 4.172 D_real: 1.186 D_fake: 0.464 +(epoch: 1, iters: 54300, time: 0.280, data: 0.017) G_GAN: 1.188 G_L1: 3.617 D_real: 0.384 D_fake: 0.860 +(epoch: 1, iters: 54400, time: 0.403, data: 0.016) G_GAN: 0.825 G_L1: 9.303 D_real: 0.902 D_fake: 0.601 +(epoch: 1, iters: 54500, time: 0.295, data: 0.019) G_GAN: 0.735 G_L1: 3.148 D_real: 0.537 D_fake: 0.875 +(epoch: 1, iters: 54600, time: 0.305, data: 0.017) G_GAN: 1.108 G_L1: 3.018 D_real: 0.542 D_fake: 0.495 +(epoch: 1, iters: 54700, time: 0.302, data: 0.018) G_GAN: 0.945 G_L1: 3.795 D_real: 0.504 D_fake: 1.254 +(epoch: 1, iters: 54800, time: 0.410, data: 0.018) G_GAN: 1.007 G_L1: 3.473 D_real: 0.694 D_fake: 0.466 +(epoch: 1, iters: 54900, time: 0.303, data: 0.019) G_GAN: 0.944 G_L1: 3.476 D_real: 0.955 D_fake: 0.491 +(epoch: 1, iters: 55000, time: 0.293, data: 0.017) G_GAN: 0.961 G_L1: 4.312 D_real: 0.517 D_fake: 0.445 +(epoch: 1, iters: 55100, time: 0.301, data: 0.019) G_GAN: 0.958 G_L1: 2.838 D_real: 0.315 D_fake: 0.741 +(epoch: 1, iters: 55200, time: 0.397, data: 0.017) G_GAN: 1.013 G_L1: 3.426 D_real: 0.427 D_fake: 0.747 +(epoch: 1, iters: 55300, time: 0.296, data: 0.018) G_GAN: 1.066 G_L1: 4.760 D_real: 0.851 D_fake: 0.572 +(epoch: 1, iters: 55400, time: 0.303, data: 0.015) G_GAN: 1.459 G_L1: 4.358 D_real: 0.388 D_fake: 0.286 +(epoch: 1, iters: 55500, time: 0.301, data: 0.017) G_GAN: 1.164 G_L1: 3.805 D_real: 0.673 D_fake: 0.432 +(epoch: 1, iters: 55600, time: 0.384, data: 0.018) G_GAN: 1.208 G_L1: 3.306 D_real: 0.542 D_fake: 0.472 +(epoch: 1, iters: 55700, time: 0.302, data: 0.018) G_GAN: 0.916 G_L1: 3.418 D_real: 0.789 D_fake: 0.692 +(epoch: 1, iters: 55800, time: 0.290, data: 0.022) G_GAN: 1.057 G_L1: 4.214 D_real: 0.472 D_fake: 0.573 +(epoch: 1, iters: 55900, time: 0.307, data: 0.017) G_GAN: 0.922 G_L1: 4.556 D_real: 0.481 D_fake: 0.633 +(epoch: 1, iters: 56000, time: 0.516, data: 0.017) G_GAN: 1.313 G_L1: 7.484 D_real: 0.264 D_fake: 0.695 +(epoch: 1, iters: 56100, time: 0.297, data: 0.018) G_GAN: 1.001 G_L1: 3.210 D_real: 0.982 D_fake: 0.504 +(epoch: 1, iters: 56200, time: 0.303, data: 0.022) G_GAN: 1.020 G_L1: 2.605 D_real: 0.521 D_fake: 0.671 +(epoch: 1, iters: 56300, time: 0.296, data: 0.016) G_GAN: 0.764 G_L1: 2.936 D_real: 0.607 D_fake: 0.574 +(epoch: 1, iters: 56400, time: 0.399, data: 0.016) G_GAN: 0.815 G_L1: 3.721 D_real: 1.346 D_fake: 0.493 +(epoch: 1, iters: 56500, time: 0.302, data: 0.020) G_GAN: 1.017 G_L1: 3.097 D_real: 0.609 D_fake: 0.531 +(epoch: 1, iters: 56600, time: 0.288, data: 0.017) G_GAN: 1.006 G_L1: 3.942 D_real: 0.608 D_fake: 0.510 +(epoch: 1, iters: 56700, time: 0.301, data: 0.016) G_GAN: 1.222 G_L1: 9.530 D_real: 0.529 D_fake: 0.679 +(epoch: 1, iters: 56800, time: 0.405, data: 0.017) G_GAN: 1.336 G_L1: 4.230 D_real: 0.441 D_fake: 0.441 +(epoch: 1, iters: 56900, time: 0.301, data: 0.017) G_GAN: 1.014 G_L1: 5.138 D_real: 0.397 D_fake: 0.550 +(epoch: 1, iters: 57000, time: 0.306, data: 0.017) G_GAN: 1.130 G_L1: 5.672 D_real: 1.286 D_fake: 0.270 +(epoch: 1, iters: 57100, time: 0.304, data: 0.017) G_GAN: 1.197 G_L1: 5.178 D_real: 0.471 D_fake: 0.496 +(epoch: 1, iters: 57200, time: 0.404, data: 0.018) G_GAN: 1.377 G_L1: 4.886 D_real: 1.292 D_fake: 0.280 +(epoch: 1, iters: 57300, time: 0.303, data: 0.019) G_GAN: 0.905 G_L1: 2.796 D_real: 0.623 D_fake: 0.584 +(epoch: 1, iters: 57400, time: 0.293, data: 0.017) G_GAN: 0.919 G_L1: 3.577 D_real: 0.652 D_fake: 0.847 +(epoch: 1, iters: 57500, time: 0.302, data: 0.019) G_GAN: 1.113 G_L1: 3.180 D_real: 0.321 D_fake: 0.579 +(epoch: 1, iters: 57600, time: 0.414, data: 0.017) G_GAN: 1.881 G_L1: 5.562 D_real: 0.207 D_fake: 1.198 +(epoch: 1, iters: 57700, time: 0.291, data: 0.020) G_GAN: 0.834 G_L1: 2.961 D_real: 0.840 D_fake: 0.517 +(epoch: 1, iters: 57800, time: 0.298, data: 0.015) G_GAN: 1.094 G_L1: 3.875 D_real: 0.409 D_fake: 0.505 +(epoch: 1, iters: 57900, time: 0.300, data: 0.015) G_GAN: 1.139 G_L1: 4.837 D_real: 0.687 D_fake: 0.790 +(epoch: 1, iters: 58000, time: 0.530, data: 0.016) G_GAN: 1.012 G_L1: 2.989 D_real: 0.468 D_fake: 0.576 +(epoch: 1, iters: 58100, time: 0.302, data: 0.019) G_GAN: 1.111 G_L1: 4.137 D_real: 0.859 D_fake: 0.315 +(epoch: 1, iters: 58200, time: 0.285, data: 0.018) G_GAN: 0.899 G_L1: 4.318 D_real: 0.799 D_fake: 0.567 +(epoch: 1, iters: 58300, time: 0.303, data: 0.016) G_GAN: 2.307 G_L1: 6.372 D_real: 0.724 D_fake: 0.489 +(epoch: 1, iters: 58400, time: 0.405, data: 0.017) G_GAN: 1.132 G_L1: 5.023 D_real: 0.729 D_fake: 0.482 +(epoch: 1, iters: 58500, time: 0.298, data: 0.020) G_GAN: 0.907 G_L1: 2.832 D_real: 0.544 D_fake: 0.610 +(epoch: 1, iters: 58600, time: 0.287, data: 0.018) G_GAN: 1.152 G_L1: 3.561 D_real: 0.615 D_fake: 0.716 +(epoch: 1, iters: 58700, time: 0.298, data: 0.016) G_GAN: 1.384 G_L1: 4.203 D_real: 0.554 D_fake: 0.249 +(epoch: 1, iters: 58800, time: 0.411, data: 0.017) G_GAN: 0.875 G_L1: 2.751 D_real: 0.920 D_fake: 0.745 +(epoch: 1, iters: 58900, time: 0.305, data: 0.019) G_GAN: 1.088 G_L1: 3.340 D_real: 0.510 D_fake: 0.679 +(epoch: 1, iters: 59000, time: 0.302, data: 0.018) G_GAN: 1.186 G_L1: 3.434 D_real: 0.534 D_fake: 0.431 +(epoch: 1, iters: 59100, time: 0.300, data: 0.017) G_GAN: 0.976 G_L1: 3.854 D_real: 0.944 D_fake: 0.366 +(epoch: 1, iters: 59200, time: 0.410, data: 0.016) G_GAN: 0.863 G_L1: 4.257 D_real: 0.867 D_fake: 0.590 +(epoch: 1, iters: 59300, time: 0.300, data: 0.020) G_GAN: 1.115 G_L1: 3.219 D_real: 0.242 D_fake: 0.482 +(epoch: 1, iters: 59400, time: 0.305, data: 0.015) G_GAN: 1.343 G_L1: 3.637 D_real: 0.348 D_fake: 0.737 +(epoch: 1, iters: 59500, time: 0.303, data: 0.023) G_GAN: 1.020 G_L1: 3.624 D_real: 0.600 D_fake: 0.670 +(epoch: 1, iters: 59600, time: 0.411, data: 0.016) G_GAN: 1.146 G_L1: 4.508 D_real: 0.267 D_fake: 0.614 +(epoch: 1, iters: 59700, time: 0.302, data: 0.018) G_GAN: 0.876 G_L1: 3.549 D_real: 0.591 D_fake: 0.652 +(epoch: 1, iters: 59800, time: 0.296, data: 0.016) G_GAN: 1.065 G_L1: 4.441 D_real: 0.500 D_fake: 0.610 +(epoch: 1, iters: 59900, time: 0.298, data: 0.016) G_GAN: 1.181 G_L1: 3.709 D_real: 0.810 D_fake: 0.560 +(epoch: 1, iters: 60000, time: 0.531, data: 0.018) G_GAN: 1.147 G_L1: 3.326 D_real: 0.989 D_fake: 0.304 +(epoch: 2, iters: 84, time: 0.301, data: 0.019) G_GAN: 1.084 G_L1: 3.499 D_real: 0.440 D_fake: 0.919 +(epoch: 2, iters: 184, time: 0.306, data: 0.019) G_GAN: 1.120 G_L1: 4.829 D_real: 0.372 D_fake: 1.131 +(epoch: 2, iters: 284, time: 0.300, data: 0.017) G_GAN: 1.464 G_L1: 4.254 D_real: 0.650 D_fake: 0.498 +(epoch: 2, iters: 384, time: 0.532, data: 0.021) G_GAN: 1.315 G_L1: 4.057 D_real: 0.231 D_fake: 0.970 +(epoch: 2, iters: 484, time: 0.302, data: 0.019) G_GAN: 0.968 G_L1: 3.699 D_real: 0.621 D_fake: 0.690 +(epoch: 2, iters: 584, time: 0.298, data: 0.018) G_GAN: 1.109 G_L1: 3.864 D_real: 0.377 D_fake: 0.764 +(epoch: 2, iters: 684, time: 0.301, data: 0.018) G_GAN: 0.986 G_L1: 3.162 D_real: 1.199 D_fake: 0.422 +(epoch: 2, iters: 784, time: 0.423, data: 0.017) G_GAN: 1.226 G_L1: 2.843 D_real: 0.637 D_fake: 0.592 +(epoch: 2, iters: 884, time: 0.285, data: 0.021) G_GAN: 1.405 G_L1: 3.264 D_real: 0.529 D_fake: 0.434 +(epoch: 2, iters: 984, time: 0.299, data: 0.017) G_GAN: 0.986 G_L1: 3.263 D_real: 0.708 D_fake: 0.505 +(epoch: 2, iters: 1084, time: 0.302, data: 0.018) G_GAN: 1.156 G_L1: 2.410 D_real: 1.132 D_fake: 0.444 +(epoch: 2, iters: 1184, time: 0.430, data: 0.017) G_GAN: 1.092 G_L1: 4.024 D_real: 0.426 D_fake: 0.520 +(epoch: 2, iters: 1284, time: 0.292, data: 0.020) G_GAN: 1.124 G_L1: 4.011 D_real: 0.537 D_fake: 0.785 +(epoch: 2, iters: 1384, time: 0.304, data: 0.016) G_GAN: 1.745 G_L1: 4.529 D_real: 0.601 D_fake: 0.597 +(epoch: 2, iters: 1484, time: 0.303, data: 0.018) G_GAN: 1.227 G_L1: 3.157 D_real: 0.591 D_fake: 0.362 +(epoch: 2, iters: 1584, time: 0.416, data: 0.022) G_GAN: 0.871 G_L1: 2.456 D_real: 0.688 D_fake: 0.647 +(epoch: 2, iters: 1684, time: 0.302, data: 0.018) G_GAN: 1.225 G_L1: 4.072 D_real: 0.567 D_fake: 0.667 +(epoch: 2, iters: 1784, time: 0.305, data: 0.023) G_GAN: 0.966 G_L1: 2.998 D_real: 0.598 D_fake: 0.689 +(epoch: 2, iters: 1884, time: 0.291, data: 0.023) G_GAN: 0.668 G_L1: 3.959 D_real: 0.710 D_fake: 0.611 +(epoch: 2, iters: 1984, time: 0.488, data: 0.015) G_GAN: 0.990 G_L1: 2.076 D_real: 0.861 D_fake: 0.449 +(epoch: 2, iters: 2084, time: 0.295, data: 0.019) G_GAN: 1.675 G_L1: 4.118 D_real: 0.463 D_fake: 0.721 +(epoch: 2, iters: 2184, time: 0.298, data: 0.018) G_GAN: 0.761 G_L1: 3.718 D_real: 0.695 D_fake: 0.809 +(epoch: 2, iters: 2284, time: 0.299, data: 0.015) G_GAN: 1.045 G_L1: 4.837 D_real: 0.954 D_fake: 0.348 +(epoch: 2, iters: 2384, time: 0.405, data: 0.016) G_GAN: 1.529 G_L1: 3.318 D_real: 0.432 D_fake: 0.818 +(epoch: 2, iters: 2484, time: 0.305, data: 0.020) G_GAN: 0.975 G_L1: 3.456 D_real: 0.597 D_fake: 0.475 +(epoch: 2, iters: 2584, time: 0.303, data: 0.017) G_GAN: 1.129 G_L1: 3.256 D_real: 1.264 D_fake: 0.286 +(epoch: 2, iters: 2684, time: 0.298, data: 0.017) G_GAN: 1.292 G_L1: 3.780 D_real: 0.487 D_fake: 0.554 +(epoch: 2, iters: 2784, time: 0.410, data: 0.020) G_GAN: 1.384 G_L1: 4.922 D_real: 0.581 D_fake: 0.711 +(epoch: 2, iters: 2884, time: 0.306, data: 0.019) G_GAN: 0.923 G_L1: 1.789 D_real: 0.698 D_fake: 0.607 +(epoch: 2, iters: 2984, time: 0.304, data: 0.019) G_GAN: 0.802 G_L1: 1.893 D_real: 0.626 D_fake: 0.605 +(epoch: 2, iters: 3084, time: 0.301, data: 0.017) G_GAN: 1.436 G_L1: 3.802 D_real: 0.438 D_fake: 0.912 +(epoch: 2, iters: 3184, time: 0.418, data: 0.018) G_GAN: 1.364 G_L1: 3.663 D_real: 0.066 D_fake: 1.434 +(epoch: 2, iters: 3284, time: 0.296, data: 0.019) G_GAN: 1.201 G_L1: 3.633 D_real: 0.583 D_fake: 0.362 +(epoch: 2, iters: 3384, time: 0.297, data: 0.022) G_GAN: 1.075 G_L1: 3.187 D_real: 0.373 D_fake: 0.584 +(epoch: 2, iters: 3484, time: 0.295, data: 0.018) G_GAN: 1.427 G_L1: 3.599 D_real: 0.630 D_fake: 0.291 +(epoch: 2, iters: 3584, time: 0.412, data: 0.018) G_GAN: 1.090 G_L1: 3.793 D_real: 0.608 D_fake: 0.661 +(epoch: 2, iters: 3684, time: 0.293, data: 0.020) G_GAN: 1.054 G_L1: 3.196 D_real: 0.767 D_fake: 0.635 +(epoch: 2, iters: 3784, time: 0.298, data: 0.018) G_GAN: 1.507 G_L1: 4.742 D_real: 0.183 D_fake: 0.502 +(epoch: 2, iters: 3884, time: 0.295, data: 0.015) G_GAN: 1.050 G_L1: 3.773 D_real: 0.667 D_fake: 0.536 +(epoch: 2, iters: 3984, time: 0.530, data: 0.018) G_GAN: 1.410 G_L1: 4.701 D_real: 0.700 D_fake: 0.397 +(epoch: 2, iters: 4084, time: 0.303, data: 0.020) G_GAN: 1.252 G_L1: 3.139 D_real: 0.560 D_fake: 0.626 +(epoch: 2, iters: 4184, time: 0.303, data: 0.018) G_GAN: 0.920 G_L1: 3.693 D_real: 0.409 D_fake: 0.778 +(epoch: 2, iters: 4284, time: 0.300, data: 0.018) G_GAN: 1.344 G_L1: 3.691 D_real: 0.426 D_fake: 0.402 +(epoch: 2, iters: 4384, time: 0.413, data: 0.018) G_GAN: 0.810 G_L1: 2.966 D_real: 0.726 D_fake: 0.528 +(epoch: 2, iters: 4484, time: 0.293, data: 0.021) G_GAN: 0.825 G_L1: 2.245 D_real: 0.733 D_fake: 0.592 +(epoch: 2, iters: 4584, time: 0.294, data: 0.021) G_GAN: 1.005 G_L1: 3.345 D_real: 0.874 D_fake: 0.453 +(epoch: 2, iters: 4684, time: 0.306, data: 0.017) G_GAN: 1.222 G_L1: 3.637 D_real: 0.809 D_fake: 0.524 +(epoch: 2, iters: 4784, time: 0.418, data: 0.017) G_GAN: 0.912 G_L1: 4.460 D_real: 0.734 D_fake: 0.422 +(epoch: 2, iters: 4884, time: 0.301, data: 0.018) G_GAN: 1.225 G_L1: 2.815 D_real: 1.211 D_fake: 0.326 +(epoch: 2, iters: 4984, time: 0.297, data: 0.017) G_GAN: 1.331 G_L1: 2.807 D_real: 0.953 D_fake: 0.284 +(epoch: 2, iters: 5084, time: 0.293, data: 0.020) G_GAN: 1.213 G_L1: 4.845 D_real: 0.341 D_fake: 0.857 +(epoch: 2, iters: 5184, time: 0.415, data: 0.019) G_GAN: 0.908 G_L1: 3.256 D_real: 0.674 D_fake: 0.829 +(epoch: 2, iters: 5284, time: 0.294, data: 0.019) G_GAN: 0.999 G_L1: 6.102 D_real: 0.466 D_fake: 0.781 +(epoch: 2, iters: 5384, time: 0.295, data: 0.016) G_GAN: 1.327 G_L1: 3.120 D_real: 0.620 D_fake: 0.387 +(epoch: 2, iters: 5484, time: 0.287, data: 0.017) G_GAN: 1.466 G_L1: 4.151 D_real: 0.559 D_fake: 1.112 +(epoch: 2, iters: 5584, time: 0.389, data: 0.019) G_GAN: 1.087 G_L1: 3.013 D_real: 0.709 D_fake: 0.753 +(epoch: 2, iters: 5684, time: 0.296, data: 0.019) G_GAN: 1.781 G_L1: 5.651 D_real: 0.144 D_fake: 0.370 +(epoch: 2, iters: 5784, time: 0.296, data: 0.017) G_GAN: 1.146 G_L1: 5.413 D_real: 0.614 D_fake: 0.943 +(epoch: 2, iters: 5884, time: 0.302, data: 0.015) G_GAN: 1.283 G_L1: 3.575 D_real: 0.681 D_fake: 0.708 +(epoch: 2, iters: 5984, time: 0.544, data: 0.018) G_GAN: 1.428 G_L1: 3.970 D_real: 0.447 D_fake: 0.412 +(epoch: 2, iters: 6084, time: 0.301, data: 0.019) G_GAN: 1.097 G_L1: 3.822 D_real: 0.605 D_fake: 0.503 +(epoch: 2, iters: 6184, time: 0.295, data: 0.016) G_GAN: 1.148 G_L1: 4.105 D_real: 1.478 D_fake: 0.275 +(epoch: 2, iters: 6284, time: 0.287, data: 0.016) G_GAN: 1.114 G_L1: 3.902 D_real: 0.490 D_fake: 0.548 +(epoch: 2, iters: 6384, time: 0.423, data: 0.016) G_GAN: 0.975 G_L1: 3.592 D_real: 1.022 D_fake: 0.579 +(epoch: 2, iters: 6484, time: 0.305, data: 0.019) G_GAN: 0.780 G_L1: 3.253 D_real: 1.111 D_fake: 0.621 +(epoch: 2, iters: 6584, time: 0.299, data: 0.019) G_GAN: 1.095 G_L1: 4.238 D_real: 0.697 D_fake: 0.508 +(epoch: 2, iters: 6684, time: 0.291, data: 0.026) G_GAN: 0.976 G_L1: 4.681 D_real: 0.438 D_fake: 0.776 +(epoch: 2, iters: 6784, time: 0.431, data: 0.021) G_GAN: 1.010 G_L1: 4.452 D_real: 0.409 D_fake: 0.673 +(epoch: 2, iters: 6884, time: 0.284, data: 0.019) G_GAN: 1.341 G_L1: 4.513 D_real: 0.483 D_fake: 0.592 +(epoch: 2, iters: 6984, time: 0.288, data: 0.015) G_GAN: 1.034 G_L1: 2.960 D_real: 0.575 D_fake: 0.629 +(epoch: 2, iters: 7084, time: 0.294, data: 0.016) G_GAN: 1.201 G_L1: 4.957 D_real: 0.579 D_fake: 0.397 +(epoch: 2, iters: 7184, time: 0.397, data: 0.016) G_GAN: 0.992 G_L1: 4.385 D_real: 0.900 D_fake: 0.398 +(epoch: 2, iters: 7284, time: 0.295, data: 0.018) G_GAN: 1.113 G_L1: 3.298 D_real: 0.619 D_fake: 0.457 +(epoch: 2, iters: 7384, time: 0.297, data: 0.016) G_GAN: 1.137 G_L1: 4.036 D_real: 0.838 D_fake: 0.373 +(epoch: 2, iters: 7484, time: 0.288, data: 0.017) G_GAN: 1.101 G_L1: 3.220 D_real: 0.469 D_fake: 0.669 +(epoch: 2, iters: 7584, time: 0.418, data: 0.016) G_GAN: 0.921 G_L1: 5.567 D_real: 0.675 D_fake: 0.367 +(epoch: 2, iters: 7684, time: 0.300, data: 0.018) G_GAN: 1.106 G_L1: 3.141 D_real: 1.103 D_fake: 0.331 +(epoch: 2, iters: 7784, time: 0.302, data: 0.017) G_GAN: 1.243 G_L1: 4.152 D_real: 0.343 D_fake: 0.538 +(epoch: 2, iters: 7884, time: 0.296, data: 0.018) G_GAN: 0.914 G_L1: 5.745 D_real: 1.044 D_fake: 0.458 +(epoch: 2, iters: 7984, time: 0.485, data: 0.018) G_GAN: 1.015 G_L1: 3.662 D_real: 0.843 D_fake: 0.367 +(epoch: 2, iters: 8084, time: 0.305, data: 0.019) G_GAN: 0.846 G_L1: 3.599 D_real: 0.779 D_fake: 0.597 +(epoch: 2, iters: 8184, time: 0.303, data: 0.018) G_GAN: 1.124 G_L1: 3.179 D_real: 0.548 D_fake: 0.739 +(epoch: 2, iters: 8284, time: 0.307, data: 0.020) G_GAN: 1.187 G_L1: 4.012 D_real: 0.444 D_fake: 0.467 +(epoch: 2, iters: 8384, time: 0.411, data: 0.015) G_GAN: 0.833 G_L1: 2.682 D_real: 0.589 D_fake: 0.621 +(epoch: 2, iters: 8484, time: 0.303, data: 0.019) G_GAN: 1.257 G_L1: 4.445 D_real: 0.732 D_fake: 0.765 +(epoch: 2, iters: 8584, time: 0.304, data: 0.020) G_GAN: 1.030 G_L1: 2.712 D_real: 0.394 D_fake: 0.509 +(epoch: 2, iters: 8684, time: 0.310, data: 0.016) G_GAN: 1.468 G_L1: 4.292 D_real: 0.567 D_fake: 0.522 +(epoch: 2, iters: 8784, time: 0.424, data: 0.018) G_GAN: 0.998 G_L1: 4.140 D_real: 0.470 D_fake: 0.437 +(epoch: 2, iters: 8884, time: 0.291, data: 0.019) G_GAN: 0.964 G_L1: 3.003 D_real: 1.022 D_fake: 0.590 +(epoch: 2, iters: 8984, time: 0.295, data: 0.016) G_GAN: 0.931 G_L1: 3.744 D_real: 0.485 D_fake: 0.645 +(epoch: 2, iters: 9084, time: 0.281, data: 0.018) G_GAN: 1.105 G_L1: 4.637 D_real: 0.310 D_fake: 0.569 +(epoch: 2, iters: 9184, time: 0.408, data: 0.015) G_GAN: 1.138 G_L1: 3.806 D_real: 0.590 D_fake: 0.452 +(epoch: 2, iters: 9284, time: 0.298, data: 0.019) G_GAN: 0.966 G_L1: 3.040 D_real: 0.825 D_fake: 0.499 +(epoch: 2, iters: 9384, time: 0.281, data: 0.016) G_GAN: 1.306 G_L1: 3.302 D_real: 0.439 D_fake: 0.596 +(epoch: 2, iters: 9484, time: 0.290, data: 0.016) G_GAN: 1.268 G_L1: 2.617 D_real: 0.957 D_fake: 0.338 +(epoch: 2, iters: 9584, time: 0.412, data: 0.016) G_GAN: 0.831 G_L1: 3.017 D_real: 1.049 D_fake: 0.389 +(epoch: 2, iters: 9684, time: 0.300, data: 0.020) G_GAN: 1.265 G_L1: 4.682 D_real: 0.514 D_fake: 0.660 +(epoch: 2, iters: 9784, time: 0.300, data: 0.021) G_GAN: 1.064 G_L1: 2.717 D_real: 0.736 D_fake: 0.469 +(epoch: 2, iters: 9884, time: 0.297, data: 0.017) G_GAN: 1.081 G_L1: 3.762 D_real: 0.389 D_fake: 0.635 +(epoch: 2, iters: 9984, time: 0.529, data: 0.016) G_GAN: 0.962 G_L1: 3.580 D_real: 0.558 D_fake: 0.600 +(epoch: 2, iters: 10084, time: 0.298, data: 0.019) G_GAN: 1.257 G_L1: 3.015 D_real: 0.401 D_fake: 0.536 +(epoch: 2, iters: 10184, time: 0.298, data: 0.017) G_GAN: 0.868 G_L1: 2.426 D_real: 0.446 D_fake: 0.741 +(epoch: 2, iters: 10284, time: 0.311, data: 0.018) G_GAN: 1.105 G_L1: 3.884 D_real: 0.300 D_fake: 1.095 +(epoch: 2, iters: 10384, time: 0.420, data: 0.018) G_GAN: 1.216 G_L1: 3.762 D_real: 0.224 D_fake: 0.922 +(epoch: 2, iters: 10484, time: 0.301, data: 0.021) G_GAN: 1.041 G_L1: 4.545 D_real: 0.410 D_fake: 0.628 +(epoch: 2, iters: 10584, time: 0.298, data: 0.019) G_GAN: 1.035 G_L1: 5.375 D_real: 0.826 D_fake: 0.291 +(epoch: 2, iters: 10684, time: 0.300, data: 0.017) G_GAN: 1.195 G_L1: 4.891 D_real: 0.830 D_fake: 0.336 +(epoch: 2, iters: 10784, time: 0.409, data: 0.017) G_GAN: 1.199 G_L1: 3.650 D_real: 0.755 D_fake: 0.389 +(epoch: 2, iters: 10884, time: 0.281, data: 0.019) G_GAN: 1.224 G_L1: 4.309 D_real: 0.620 D_fake: 0.491 +(epoch: 2, iters: 10984, time: 0.302, data: 0.015) G_GAN: 0.966 G_L1: 5.245 D_real: 0.412 D_fake: 0.630 +(epoch: 2, iters: 11084, time: 0.304, data: 0.018) G_GAN: 0.876 G_L1: 2.589 D_real: 0.730 D_fake: 0.555 +(epoch: 2, iters: 11184, time: 0.394, data: 0.017) G_GAN: 1.420 G_L1: 4.830 D_real: 0.393 D_fake: 0.393 +(epoch: 2, iters: 11284, time: 0.289, data: 0.019) G_GAN: 1.189 G_L1: 3.830 D_real: 0.327 D_fake: 0.554 +(epoch: 2, iters: 11384, time: 0.296, data: 0.017) G_GAN: 1.337 G_L1: 3.363 D_real: 0.878 D_fake: 0.420 +(epoch: 2, iters: 11484, time: 0.302, data: 0.016) G_GAN: 1.161 G_L1: 6.880 D_real: 0.599 D_fake: 0.442 +(epoch: 2, iters: 11584, time: 0.392, data: 0.017) G_GAN: 1.322 G_L1: 3.784 D_real: 0.566 D_fake: 0.569 +(epoch: 2, iters: 11684, time: 0.300, data: 0.018) G_GAN: 1.116 G_L1: 4.693 D_real: 0.646 D_fake: 0.875 +(epoch: 2, iters: 11784, time: 0.293, data: 0.017) G_GAN: 1.115 G_L1: 3.555 D_real: 0.359 D_fake: 0.535 +(epoch: 2, iters: 11884, time: 0.274, data: 0.015) G_GAN: 1.081 G_L1: 2.468 D_real: 1.210 D_fake: 0.568 +(epoch: 2, iters: 11984, time: 0.505, data: 0.015) G_GAN: 1.486 G_L1: 3.395 D_real: 0.734 D_fake: 0.306 +(epoch: 2, iters: 12084, time: 0.308, data: 0.020) G_GAN: 1.230 G_L1: 4.721 D_real: 0.709 D_fake: 0.641 +(epoch: 2, iters: 12184, time: 0.295, data: 0.019) G_GAN: 1.132 G_L1: 3.646 D_real: 0.383 D_fake: 0.486 +(epoch: 2, iters: 12284, time: 0.302, data: 0.016) G_GAN: 1.162 G_L1: 3.819 D_real: 0.792 D_fake: 0.692 +(epoch: 2, iters: 12384, time: 0.399, data: 0.017) G_GAN: 0.956 G_L1: 4.300 D_real: 0.605 D_fake: 0.558 +(epoch: 2, iters: 12484, time: 0.292, data: 0.020) G_GAN: 1.524 G_L1: 4.891 D_real: 0.623 D_fake: 0.524 +(epoch: 2, iters: 12584, time: 0.290, data: 0.018) G_GAN: 1.067 G_L1: 4.439 D_real: 0.844 D_fake: 0.394 +(epoch: 2, iters: 12684, time: 0.296, data: 0.017) G_GAN: 1.312 G_L1: 4.059 D_real: 0.571 D_fake: 0.555 +(epoch: 2, iters: 12784, time: 0.427, data: 0.017) G_GAN: 1.153 G_L1: 5.210 D_real: 0.374 D_fake: 0.688 +(epoch: 2, iters: 12884, time: 0.295, data: 0.019) G_GAN: 1.390 G_L1: 4.539 D_real: 0.237 D_fake: 0.539 +(epoch: 2, iters: 12984, time: 0.293, data: 0.018) G_GAN: 1.204 G_L1: 5.477 D_real: 0.383 D_fake: 0.698 +(epoch: 2, iters: 13084, time: 0.302, data: 0.017) G_GAN: 0.830 G_L1: 2.585 D_real: 0.804 D_fake: 0.587 +(epoch: 2, iters: 13184, time: 0.406, data: 0.016) G_GAN: 1.142 G_L1: 3.404 D_real: 1.210 D_fake: 0.298 +(epoch: 2, iters: 13284, time: 0.293, data: 0.019) G_GAN: 1.658 G_L1: 3.271 D_real: 0.340 D_fake: 0.354 +(epoch: 2, iters: 13384, time: 0.297, data: 0.028) G_GAN: 1.093 G_L1: 3.399 D_real: 0.802 D_fake: 0.406 +(epoch: 2, iters: 13484, time: 0.302, data: 0.016) G_GAN: 1.189 G_L1: 3.240 D_real: 0.839 D_fake: 0.497 +(epoch: 2, iters: 13584, time: 0.412, data: 0.017) G_GAN: 1.181 G_L1: 3.466 D_real: 0.362 D_fake: 0.435 +(epoch: 2, iters: 13684, time: 0.303, data: 0.019) G_GAN: 1.195 G_L1: 2.967 D_real: 0.571 D_fake: 0.601 +(epoch: 2, iters: 13784, time: 0.289, data: 0.019) G_GAN: 0.930 G_L1: 2.713 D_real: 0.839 D_fake: 0.499 +(epoch: 2, iters: 13884, time: 0.296, data: 0.013) G_GAN: 1.143 G_L1: 3.693 D_real: 0.557 D_fake: 0.606 +(epoch: 2, iters: 13984, time: 0.535, data: 0.020) G_GAN: 0.884 G_L1: 2.579 D_real: 0.446 D_fake: 0.604 +(epoch: 2, iters: 14084, time: 0.298, data: 0.019) G_GAN: 1.209 G_L1: 3.690 D_real: 0.840 D_fake: 0.771 +(epoch: 2, iters: 14184, time: 0.295, data: 0.016) G_GAN: 0.937 G_L1: 3.143 D_real: 0.940 D_fake: 0.493 +(epoch: 2, iters: 14284, time: 0.304, data: 0.018) G_GAN: 0.915 G_L1: 2.629 D_real: 0.847 D_fake: 0.493 +(epoch: 2, iters: 14384, time: 0.396, data: 0.017) G_GAN: 0.986 G_L1: 4.700 D_real: 0.649 D_fake: 0.536 +(epoch: 2, iters: 14484, time: 0.299, data: 0.020) G_GAN: 0.964 G_L1: 2.833 D_real: 0.535 D_fake: 0.609 +(epoch: 2, iters: 14584, time: 0.305, data: 0.017) G_GAN: 1.213 G_L1: 3.166 D_real: 0.639 D_fake: 0.493 +(epoch: 2, iters: 14684, time: 0.300, data: 0.017) G_GAN: 2.171 G_L1: 7.945 D_real: 0.261 D_fake: 0.612 +(epoch: 2, iters: 14784, time: 0.419, data: 0.018) G_GAN: 1.165 G_L1: 5.431 D_real: 0.480 D_fake: 0.605 +(epoch: 2, iters: 14884, time: 0.293, data: 0.019) G_GAN: 1.266 G_L1: 3.566 D_real: 0.725 D_fake: 0.368 +(epoch: 2, iters: 14984, time: 0.291, data: 0.021) G_GAN: 1.301 G_L1: 3.569 D_real: 0.623 D_fake: 0.916 +(epoch: 2, iters: 15084, time: 0.296, data: 0.019) G_GAN: 1.046 G_L1: 4.411 D_real: 0.495 D_fake: 0.545 +(epoch: 2, iters: 15184, time: 0.416, data: 0.015) G_GAN: 1.178 G_L1: 3.527 D_real: 0.340 D_fake: 0.600 +(epoch: 2, iters: 15284, time: 0.296, data: 0.019) G_GAN: 1.075 G_L1: 5.176 D_real: 0.511 D_fake: 0.634 +(epoch: 2, iters: 15384, time: 0.298, data: 0.017) G_GAN: 0.912 G_L1: 3.536 D_real: 0.661 D_fake: 0.613 +(epoch: 2, iters: 15484, time: 0.298, data: 0.015) G_GAN: 0.947 G_L1: 3.492 D_real: 0.848 D_fake: 0.353 +(epoch: 2, iters: 15584, time: 0.375, data: 0.016) G_GAN: 0.929 G_L1: 2.818 D_real: 0.686 D_fake: 0.708 +(epoch: 2, iters: 15684, time: 0.290, data: 0.018) G_GAN: 1.197 G_L1: 4.028 D_real: 0.436 D_fake: 0.657 +(epoch: 2, iters: 15784, time: 0.284, data: 0.016) G_GAN: 1.144 G_L1: 5.810 D_real: 0.591 D_fake: 0.513 +(epoch: 2, iters: 15884, time: 0.288, data: 0.015) G_GAN: 1.463 G_L1: 3.626 D_real: 0.580 D_fake: 0.240 +(epoch: 2, iters: 15984, time: 0.512, data: 0.016) G_GAN: 1.165 G_L1: 4.241 D_real: 0.455 D_fake: 0.809 +(epoch: 2, iters: 16084, time: 0.303, data: 0.018) G_GAN: 1.228 G_L1: 2.428 D_real: 1.095 D_fake: 0.349 +(epoch: 2, iters: 16184, time: 0.293, data: 0.017) G_GAN: 1.053 G_L1: 2.860 D_real: 0.749 D_fake: 0.464 +(epoch: 2, iters: 16284, time: 0.302, data: 0.016) G_GAN: 1.257 G_L1: 3.005 D_real: 0.357 D_fake: 0.599 +(epoch: 2, iters: 16384, time: 0.408, data: 0.017) G_GAN: 1.358 G_L1: 3.792 D_real: 0.333 D_fake: 0.567 +(epoch: 2, iters: 16484, time: 0.292, data: 0.020) G_GAN: 1.051 G_L1: 3.515 D_real: 0.549 D_fake: 0.706 +(epoch: 2, iters: 16584, time: 0.287, data: 0.016) G_GAN: 1.527 G_L1: 3.700 D_real: 0.378 D_fake: 0.708 +(epoch: 2, iters: 16684, time: 0.296, data: 0.015) G_GAN: 0.914 G_L1: 3.308 D_real: 0.724 D_fake: 0.604 +(epoch: 2, iters: 16784, time: 0.411, data: 0.016) G_GAN: 1.151 G_L1: 4.371 D_real: 0.695 D_fake: 0.426 +(epoch: 2, iters: 16884, time: 0.296, data: 0.018) G_GAN: 1.183 G_L1: 3.747 D_real: 0.812 D_fake: 0.233 +(epoch: 2, iters: 16984, time: 0.296, data: 0.017) G_GAN: 1.134 G_L1: 3.872 D_real: 0.573 D_fake: 0.428 +(epoch: 2, iters: 17084, time: 0.296, data: 0.016) G_GAN: 1.151 G_L1: 4.982 D_real: 0.567 D_fake: 0.517 +(epoch: 2, iters: 17184, time: 0.403, data: 0.016) G_GAN: 1.132 G_L1: 3.281 D_real: 0.749 D_fake: 0.337 +(epoch: 2, iters: 17284, time: 0.292, data: 0.019) G_GAN: 1.258 G_L1: 4.682 D_real: 0.719 D_fake: 0.565 +(epoch: 2, iters: 17384, time: 0.298, data: 0.016) G_GAN: 1.047 G_L1: 2.812 D_real: 0.623 D_fake: 0.458 +(epoch: 2, iters: 17484, time: 0.290, data: 0.017) G_GAN: 1.316 G_L1: 4.358 D_real: 0.655 D_fake: 0.905 +(epoch: 2, iters: 17584, time: 0.373, data: 0.015) G_GAN: 1.095 G_L1: 4.252 D_real: 0.903 D_fake: 0.409 +(epoch: 2, iters: 17684, time: 0.293, data: 0.018) G_GAN: 1.173 G_L1: 3.072 D_real: 0.550 D_fake: 0.449 +(epoch: 2, iters: 17784, time: 0.290, data: 0.016) G_GAN: 1.309 G_L1: 3.677 D_real: 0.618 D_fake: 0.374 +(epoch: 2, iters: 17884, time: 0.296, data: 0.016) G_GAN: 2.019 G_L1: 4.776 D_real: 0.483 D_fake: 0.872 +(epoch: 2, iters: 17984, time: 0.482, data: 0.017) G_GAN: 1.402 G_L1: 5.250 D_real: 0.287 D_fake: 0.545 +(epoch: 2, iters: 18084, time: 0.290, data: 0.018) G_GAN: 2.092 G_L1: 3.768 D_real: 0.501 D_fake: 1.137 +(epoch: 2, iters: 18184, time: 0.281, data: 0.016) G_GAN: 1.538 G_L1: 4.671 D_real: 0.218 D_fake: 0.584 +(epoch: 2, iters: 18284, time: 0.289, data: 0.016) G_GAN: 0.930 G_L1: 3.982 D_real: 0.617 D_fake: 0.521 +(epoch: 2, iters: 18384, time: 0.403, data: 0.016) G_GAN: 1.110 G_L1: 3.725 D_real: 0.640 D_fake: 0.653 +(epoch: 2, iters: 18484, time: 0.292, data: 0.019) G_GAN: 1.136 G_L1: 3.866 D_real: 1.227 D_fake: 0.295 +(epoch: 2, iters: 18584, time: 0.284, data: 0.017) G_GAN: 1.810 G_L1: 7.718 D_real: 0.353 D_fake: 0.309 +(epoch: 2, iters: 18684, time: 0.293, data: 0.015) G_GAN: 1.105 G_L1: 4.872 D_real: 0.522 D_fake: 0.428 +(epoch: 2, iters: 18784, time: 0.400, data: 0.016) G_GAN: 1.110 G_L1: 3.245 D_real: 0.926 D_fake: 0.434 +(epoch: 2, iters: 18884, time: 0.295, data: 0.016) G_GAN: 1.049 G_L1: 2.475 D_real: 0.497 D_fake: 0.448 +(epoch: 2, iters: 18984, time: 0.297, data: 0.017) G_GAN: 1.005 G_L1: 2.885 D_real: 0.869 D_fake: 0.450 +(epoch: 2, iters: 19084, time: 0.299, data: 0.017) G_GAN: 0.795 G_L1: 2.941 D_real: 0.590 D_fake: 0.676 +(epoch: 2, iters: 19184, time: 0.393, data: 0.017) G_GAN: 1.097 G_L1: 2.957 D_real: 0.937 D_fake: 0.672 +(epoch: 2, iters: 19284, time: 0.300, data: 0.019) G_GAN: 1.211 G_L1: 3.264 D_real: 0.655 D_fake: 0.530 +(epoch: 2, iters: 19384, time: 0.291, data: 0.017) G_GAN: 1.100 G_L1: 4.169 D_real: 0.600 D_fake: 0.501 +(epoch: 2, iters: 19484, time: 0.305, data: 0.017) G_GAN: 1.623 G_L1: 4.880 D_real: 0.209 D_fake: 0.465 +(epoch: 2, iters: 19584, time: 0.360, data: 0.017) G_GAN: 0.971 G_L1: 3.506 D_real: 0.358 D_fake: 0.547 +(epoch: 2, iters: 19684, time: 0.295, data: 0.017) G_GAN: 1.068 G_L1: 3.723 D_real: 0.639 D_fake: 0.602 +(epoch: 2, iters: 19784, time: 0.287, data: 0.017) G_GAN: 0.860 G_L1: 3.640 D_real: 0.977 D_fake: 0.436 +(epoch: 2, iters: 19884, time: 0.298, data: 0.016) G_GAN: 0.883 G_L1: 4.319 D_real: 1.124 D_fake: 0.395 +(epoch: 2, iters: 19984, time: 0.464, data: 0.017) G_GAN: 1.137 G_L1: 4.617 D_real: 0.519 D_fake: 0.495 +(epoch: 2, iters: 20084, time: 0.303, data: 0.020) G_GAN: 1.176 G_L1: 2.611 D_real: 0.821 D_fake: 0.351 +(epoch: 2, iters: 20184, time: 0.289, data: 0.018) G_GAN: 1.070 G_L1: 3.023 D_real: 0.977 D_fake: 0.302 +(epoch: 2, iters: 20284, time: 0.297, data: 0.016) G_GAN: 1.163 G_L1: 3.603 D_real: 0.471 D_fake: 0.540 +(epoch: 2, iters: 20384, time: 0.416, data: 0.017) G_GAN: 1.434 G_L1: 3.868 D_real: 0.462 D_fake: 0.607 +(epoch: 2, iters: 20484, time: 0.296, data: 0.018) G_GAN: 1.091 G_L1: 3.412 D_real: 0.551 D_fake: 0.997 +(epoch: 2, iters: 20584, time: 0.297, data: 0.016) G_GAN: 1.388 G_L1: 4.370 D_real: 0.526 D_fake: 0.456 +(epoch: 2, iters: 20684, time: 0.287, data: 0.017) G_GAN: 1.154 G_L1: 3.660 D_real: 0.277 D_fake: 0.478 +(epoch: 2, iters: 20784, time: 0.417, data: 0.015) G_GAN: 1.305 G_L1: 3.928 D_real: 0.724 D_fake: 0.600 +(epoch: 2, iters: 20884, time: 0.295, data: 0.018) G_GAN: 1.165 G_L1: 4.121 D_real: 0.414 D_fake: 0.759 +(epoch: 2, iters: 20984, time: 0.303, data: 0.018) G_GAN: 1.334 G_L1: 3.173 D_real: 0.675 D_fake: 0.335 +(epoch: 2, iters: 21084, time: 0.302, data: 0.018) G_GAN: 1.262 G_L1: 3.406 D_real: 0.761 D_fake: 0.360 +(epoch: 2, iters: 21184, time: 0.414, data: 0.018) G_GAN: 1.377 G_L1: 3.726 D_real: 0.630 D_fake: 0.504 +(epoch: 2, iters: 21284, time: 0.303, data: 0.019) G_GAN: 1.303 G_L1: 3.573 D_real: 0.472 D_fake: 0.445 +(epoch: 2, iters: 21384, time: 0.302, data: 0.016) G_GAN: 1.248 G_L1: 5.533 D_real: 0.910 D_fake: 0.521 +(epoch: 2, iters: 21484, time: 0.301, data: 0.019) G_GAN: 0.913 G_L1: 3.091 D_real: 0.439 D_fake: 0.642 +(epoch: 2, iters: 21584, time: 0.429, data: 0.017) G_GAN: 1.409 G_L1: 8.397 D_real: 0.452 D_fake: 1.092 +(epoch: 2, iters: 21684, time: 0.303, data: 0.019) G_GAN: 1.077 G_L1: 2.584 D_real: 0.703 D_fake: 0.408 +(epoch: 2, iters: 21784, time: 0.303, data: 0.017) G_GAN: 0.989 G_L1: 3.150 D_real: 0.695 D_fake: 0.505 +(epoch: 2, iters: 21884, time: 0.301, data: 0.018) G_GAN: 1.054 G_L1: 3.987 D_real: 0.357 D_fake: 0.747 +(epoch: 2, iters: 21984, time: 0.537, data: 0.018) G_GAN: 1.211 G_L1: 3.933 D_real: 0.681 D_fake: 0.549 +(epoch: 2, iters: 22084, time: 0.287, data: 0.019) G_GAN: 1.350 G_L1: 4.895 D_real: 0.516 D_fake: 0.519 +(epoch: 2, iters: 22184, time: 0.282, data: 0.016) G_GAN: 1.083 G_L1: 3.176 D_real: 0.188 D_fake: 0.654 +(epoch: 2, iters: 22284, time: 0.303, data: 0.015) G_GAN: 1.383 G_L1: 3.823 D_real: 0.470 D_fake: 0.702 +(epoch: 2, iters: 22384, time: 0.404, data: 0.017) G_GAN: 1.046 G_L1: 3.497 D_real: 0.576 D_fake: 0.509 +(epoch: 2, iters: 22484, time: 0.302, data: 0.018) G_GAN: 1.219 G_L1: 3.197 D_real: 0.330 D_fake: 0.763 +(epoch: 2, iters: 22584, time: 0.302, data: 0.018) G_GAN: 1.225 G_L1: 3.661 D_real: 0.669 D_fake: 0.864 +(epoch: 2, iters: 22684, time: 0.301, data: 0.017) G_GAN: 1.557 G_L1: 3.221 D_real: 0.380 D_fake: 0.644 +(epoch: 2, iters: 22784, time: 0.390, data: 0.017) G_GAN: 1.242 G_L1: 5.077 D_real: 0.260 D_fake: 0.621 +(epoch: 2, iters: 22884, time: 0.290, data: 0.019) G_GAN: 1.209 G_L1: 4.812 D_real: 0.657 D_fake: 0.555 +(epoch: 2, iters: 22984, time: 0.303, data: 0.014) G_GAN: 1.362 G_L1: 4.443 D_real: 0.440 D_fake: 0.580 +(epoch: 2, iters: 23084, time: 0.300, data: 0.020) G_GAN: 0.936 G_L1: 2.514 D_real: 1.148 D_fake: 0.406 +(epoch: 2, iters: 23184, time: 0.415, data: 0.018) G_GAN: 1.661 G_L1: 4.898 D_real: 0.176 D_fake: 0.702 +(epoch: 2, iters: 23284, time: 0.306, data: 0.019) G_GAN: 1.085 G_L1: 3.319 D_real: 0.560 D_fake: 0.470 +(epoch: 2, iters: 23384, time: 0.301, data: 0.017) G_GAN: 1.264 G_L1: 6.041 D_real: 0.407 D_fake: 0.584 +(epoch: 2, iters: 23484, time: 0.295, data: 0.018) G_GAN: 0.826 G_L1: 3.075 D_real: 0.669 D_fake: 0.721 +(epoch: 2, iters: 23584, time: 0.409, data: 0.017) G_GAN: 0.948 G_L1: 2.579 D_real: 0.741 D_fake: 0.553 +(epoch: 2, iters: 23684, time: 0.293, data: 0.017) G_GAN: 1.303 G_L1: 2.778 D_real: 0.789 D_fake: 0.391 +(epoch: 2, iters: 23784, time: 0.291, data: 0.015) G_GAN: 0.808 G_L1: 4.128 D_real: 1.028 D_fake: 0.405 +(epoch: 2, iters: 23884, time: 0.299, data: 0.016) G_GAN: 1.113 G_L1: 2.928 D_real: 0.749 D_fake: 0.557 +(epoch: 2, iters: 23984, time: 0.538, data: 0.016) G_GAN: 1.128 G_L1: 4.340 D_real: 0.550 D_fake: 0.488 +(epoch: 2, iters: 24084, time: 0.287, data: 0.020) G_GAN: 1.568 G_L1: 4.720 D_real: 0.628 D_fake: 0.590 +(epoch: 2, iters: 24184, time: 0.301, data: 0.017) G_GAN: 1.275 G_L1: 3.827 D_real: 0.834 D_fake: 0.516 +(epoch: 2, iters: 24284, time: 0.303, data: 0.017) G_GAN: 0.997 G_L1: 3.432 D_real: 0.758 D_fake: 0.533 +(epoch: 2, iters: 24384, time: 0.422, data: 0.017) G_GAN: 1.275 G_L1: 3.137 D_real: 0.293 D_fake: 0.501 +(epoch: 2, iters: 24484, time: 0.298, data: 0.019) G_GAN: 1.256 G_L1: 3.616 D_real: 0.467 D_fake: 0.486 +(epoch: 2, iters: 24584, time: 0.297, data: 0.017) G_GAN: 0.789 G_L1: 2.664 D_real: 0.533 D_fake: 0.653 +(epoch: 2, iters: 24684, time: 0.303, data: 0.017) G_GAN: 0.947 G_L1: 2.810 D_real: 0.176 D_fake: 0.677 +(epoch: 2, iters: 24784, time: 0.410, data: 0.018) G_GAN: 1.183 G_L1: 4.202 D_real: 0.536 D_fake: 0.407 +(epoch: 2, iters: 24884, time: 0.301, data: 0.019) G_GAN: 1.165 G_L1: 3.466 D_real: 0.335 D_fake: 0.736 +(epoch: 2, iters: 24984, time: 0.305, data: 0.018) G_GAN: 1.147 G_L1: 4.016 D_real: 0.440 D_fake: 0.547 +(epoch: 2, iters: 25084, time: 0.299, data: 0.021) G_GAN: 1.410 G_L1: 3.433 D_real: 0.453 D_fake: 0.380 +(epoch: 2, iters: 25184, time: 0.402, data: 0.023) G_GAN: 1.519 G_L1: 6.724 D_real: 0.494 D_fake: 0.521 +(epoch: 2, iters: 25284, time: 0.295, data: 0.017) G_GAN: 0.869 G_L1: 3.021 D_real: 0.373 D_fake: 0.657 +(epoch: 2, iters: 25384, time: 0.300, data: 0.016) G_GAN: 0.919 G_L1: 3.142 D_real: 0.787 D_fake: 0.623 +(epoch: 2, iters: 25484, time: 0.302, data: 0.017) G_GAN: 1.288 G_L1: 4.801 D_real: 0.220 D_fake: 0.929 +(epoch: 2, iters: 25584, time: 0.425, data: 0.016) G_GAN: 1.295 G_L1: 3.485 D_real: 0.363 D_fake: 0.473 +(epoch: 2, iters: 25684, time: 0.294, data: 0.020) G_GAN: 1.084 G_L1: 4.010 D_real: 0.774 D_fake: 0.324 +(epoch: 2, iters: 25784, time: 0.300, data: 0.017) G_GAN: 1.255 G_L1: 2.923 D_real: 0.806 D_fake: 0.376 +(epoch: 2, iters: 25884, time: 0.305, data: 0.016) G_GAN: 1.308 G_L1: 2.990 D_real: 0.310 D_fake: 0.540 +(epoch: 2, iters: 25984, time: 0.479, data: 0.022) G_GAN: 1.226 G_L1: 3.809 D_real: 0.586 D_fake: 0.664 +(epoch: 2, iters: 26084, time: 0.302, data: 0.018) G_GAN: 0.973 G_L1: 3.669 D_real: 0.232 D_fake: 0.592 +(epoch: 2, iters: 26184, time: 0.292, data: 0.019) G_GAN: 1.122 G_L1: 3.674 D_real: 0.340 D_fake: 0.811 +(epoch: 2, iters: 26284, time: 0.303, data: 0.017) G_GAN: 1.014 G_L1: 4.142 D_real: 0.439 D_fake: 0.736 +(epoch: 2, iters: 26384, time: 0.418, data: 0.017) G_GAN: 1.208 G_L1: 3.593 D_real: 0.475 D_fake: 0.769 +(epoch: 2, iters: 26484, time: 0.300, data: 0.019) G_GAN: 1.203 G_L1: 3.593 D_real: 0.513 D_fake: 0.698 +(epoch: 2, iters: 26584, time: 0.298, data: 0.017) G_GAN: 1.165 G_L1: 2.842 D_real: 0.399 D_fake: 0.778 +(epoch: 2, iters: 26684, time: 0.302, data: 0.017) G_GAN: 0.999 G_L1: 3.209 D_real: 0.725 D_fake: 0.539 +(epoch: 2, iters: 26784, time: 0.403, data: 0.017) G_GAN: 1.270 G_L1: 4.307 D_real: 0.511 D_fake: 0.434 +(epoch: 2, iters: 26884, time: 0.298, data: 0.019) G_GAN: 1.544 G_L1: 4.269 D_real: 0.166 D_fake: 0.599 +(epoch: 2, iters: 26984, time: 0.309, data: 0.018) G_GAN: 1.286 G_L1: 5.802 D_real: 0.269 D_fake: 0.764 +(epoch: 2, iters: 27084, time: 0.285, data: 0.021) G_GAN: 1.136 G_L1: 4.211 D_real: 0.561 D_fake: 0.405 +(epoch: 2, iters: 27184, time: 0.418, data: 0.024) G_GAN: 1.406 G_L1: 4.870 D_real: 0.623 D_fake: 0.312 +(epoch: 2, iters: 27284, time: 0.293, data: 0.019) G_GAN: 1.150 G_L1: 3.758 D_real: 0.431 D_fake: 0.582 +(epoch: 2, iters: 27384, time: 0.290, data: 0.017) G_GAN: 0.914 G_L1: 3.882 D_real: 0.872 D_fake: 0.535 +(epoch: 2, iters: 27484, time: 0.284, data: 0.015) G_GAN: 1.090 G_L1: 2.936 D_real: 1.001 D_fake: 0.334 +(epoch: 2, iters: 27584, time: 0.420, data: 0.015) G_GAN: 1.121 G_L1: 4.053 D_real: 1.108 D_fake: 0.432 +(epoch: 2, iters: 27684, time: 0.304, data: 0.019) G_GAN: 1.907 G_L1: 3.849 D_real: 0.300 D_fake: 0.636 +(epoch: 2, iters: 27784, time: 0.288, data: 0.017) G_GAN: 1.403 G_L1: 8.885 D_real: 0.369 D_fake: 0.437 +(epoch: 2, iters: 27884, time: 0.303, data: 0.017) G_GAN: 1.375 G_L1: 5.453 D_real: 1.056 D_fake: 0.853 +(epoch: 2, iters: 27984, time: 0.521, data: 0.019) G_GAN: 1.005 G_L1: 3.351 D_real: 0.372 D_fake: 0.646 +(epoch: 2, iters: 28084, time: 0.300, data: 0.025) G_GAN: 1.100 G_L1: 4.059 D_real: 1.155 D_fake: 0.411 +(epoch: 2, iters: 28184, time: 0.299, data: 0.018) G_GAN: 1.192 G_L1: 3.983 D_real: 0.655 D_fake: 0.601 +(epoch: 2, iters: 28284, time: 0.297, data: 0.016) G_GAN: 1.156 G_L1: 3.933 D_real: 0.523 D_fake: 1.075 +(epoch: 2, iters: 28384, time: 0.418, data: 0.017) G_GAN: 1.157 G_L1: 3.462 D_real: 0.313 D_fake: 0.505 +(epoch: 2, iters: 28484, time: 0.303, data: 0.019) G_GAN: 1.613 G_L1: 3.789 D_real: 0.131 D_fake: 0.620 +(epoch: 2, iters: 28584, time: 0.295, data: 0.021) G_GAN: 1.045 G_L1: 2.724 D_real: 0.790 D_fake: 0.374 +(epoch: 2, iters: 28684, time: 0.304, data: 0.016) G_GAN: 1.065 G_L1: 4.137 D_real: 0.659 D_fake: 0.586 +(epoch: 2, iters: 28784, time: 0.411, data: 0.017) G_GAN: 0.957 G_L1: 4.380 D_real: 0.709 D_fake: 0.462 +(epoch: 2, iters: 28884, time: 0.293, data: 0.018) G_GAN: 1.110 G_L1: 3.031 D_real: 0.651 D_fake: 1.103 +(epoch: 2, iters: 28984, time: 0.303, data: 0.017) G_GAN: 2.088 G_L1: 5.371 D_real: 0.169 D_fake: 0.682 +(epoch: 2, iters: 29084, time: 0.292, data: 0.017) G_GAN: 1.435 G_L1: 4.025 D_real: 0.211 D_fake: 0.779 +(epoch: 2, iters: 29184, time: 0.404, data: 0.016) G_GAN: 1.124 G_L1: 3.934 D_real: 0.831 D_fake: 0.433 +(epoch: 2, iters: 29284, time: 0.297, data: 0.017) G_GAN: 1.027 G_L1: 3.362 D_real: 0.570 D_fake: 0.495 +(epoch: 2, iters: 29384, time: 0.294, data: 0.016) G_GAN: 1.239 G_L1: 3.291 D_real: 0.684 D_fake: 0.405 +(epoch: 2, iters: 29484, time: 0.301, data: 0.017) G_GAN: 0.946 G_L1: 2.257 D_real: 0.464 D_fake: 0.599 +(epoch: 2, iters: 29584, time: 0.428, data: 0.017) G_GAN: 1.021 G_L1: 3.747 D_real: 0.810 D_fake: 0.474 +(epoch: 2, iters: 29684, time: 0.300, data: 0.020) G_GAN: 1.002 G_L1: 2.855 D_real: 0.359 D_fake: 0.621 +(epoch: 2, iters: 29784, time: 0.309, data: 0.016) G_GAN: 0.929 G_L1: 3.867 D_real: 1.074 D_fake: 0.370 +(epoch: 2, iters: 29884, time: 0.302, data: 0.017) G_GAN: 1.317 G_L1: 4.948 D_real: 0.351 D_fake: 0.576 +(epoch: 2, iters: 29984, time: 0.566, data: 0.016) G_GAN: 1.138 G_L1: 4.131 D_real: 0.512 D_fake: 0.725 +(epoch: 2, iters: 30084, time: 0.302, data: 0.020) G_GAN: 1.412 G_L1: 3.740 D_real: 0.636 D_fake: 0.513 +(epoch: 2, iters: 30184, time: 0.292, data: 0.017) G_GAN: 1.022 G_L1: 3.324 D_real: 0.783 D_fake: 0.921 +(epoch: 2, iters: 30284, time: 0.299, data: 0.017) G_GAN: 1.256 G_L1: 3.615 D_real: 0.471 D_fake: 0.484 +(epoch: 2, iters: 30384, time: 0.409, data: 0.017) G_GAN: 1.115 G_L1: 6.539 D_real: 0.365 D_fake: 0.681 +(epoch: 2, iters: 30484, time: 0.300, data: 0.019) G_GAN: 1.415 G_L1: 3.417 D_real: 0.737 D_fake: 0.656 +(epoch: 2, iters: 30584, time: 0.309, data: 0.016) G_GAN: 1.320 G_L1: 3.641 D_real: 0.813 D_fake: 0.498 +(epoch: 2, iters: 30684, time: 0.293, data: 0.017) G_GAN: 1.301 G_L1: 5.665 D_real: 0.356 D_fake: 0.318 +(epoch: 2, iters: 30784, time: 0.412, data: 0.016) G_GAN: 1.090 G_L1: 2.158 D_real: 0.721 D_fake: 0.495 +(epoch: 2, iters: 30884, time: 0.302, data: 0.019) G_GAN: 1.121 G_L1: 2.920 D_real: 1.712 D_fake: 0.485 +(epoch: 2, iters: 30984, time: 0.302, data: 0.016) G_GAN: 1.007 G_L1: 3.968 D_real: 0.437 D_fake: 0.892 +(epoch: 2, iters: 31084, time: 0.287, data: 0.017) G_GAN: 1.318 G_L1: 3.189 D_real: 0.777 D_fake: 0.275 +(epoch: 2, iters: 31184, time: 0.392, data: 0.016) G_GAN: 1.283 G_L1: 4.084 D_real: 0.491 D_fake: 0.902 +(epoch: 2, iters: 31284, time: 0.309, data: 0.019) G_GAN: 1.903 G_L1: 4.787 D_real: 0.400 D_fake: 0.281 +(epoch: 2, iters: 31384, time: 0.296, data: 0.017) G_GAN: 1.594 G_L1: 4.245 D_real: 0.585 D_fake: 1.005 +(epoch: 2, iters: 31484, time: 0.291, data: 0.017) G_GAN: 1.401 G_L1: 4.525 D_real: 0.366 D_fake: 0.376 +(epoch: 2, iters: 31584, time: 0.401, data: 0.016) G_GAN: 1.164 G_L1: 2.827 D_real: 0.911 D_fake: 0.332 +(epoch: 2, iters: 31684, time: 0.298, data: 0.017) G_GAN: 1.526 G_L1: 3.032 D_real: 0.506 D_fake: 0.378 +(epoch: 2, iters: 31784, time: 0.303, data: 0.016) G_GAN: 1.329 G_L1: 3.662 D_real: 0.468 D_fake: 0.696 +(epoch: 2, iters: 31884, time: 0.296, data: 0.017) G_GAN: 0.891 G_L1: 3.910 D_real: 0.808 D_fake: 0.795 +(epoch: 2, iters: 31984, time: 0.526, data: 0.016) G_GAN: 1.276 G_L1: 3.783 D_real: 0.766 D_fake: 0.374 +(epoch: 2, iters: 32084, time: 0.294, data: 0.017) G_GAN: 1.227 G_L1: 4.831 D_real: 0.873 D_fake: 0.423 +(epoch: 2, iters: 32184, time: 0.294, data: 0.015) G_GAN: 1.149 G_L1: 2.787 D_real: 0.713 D_fake: 0.442 +(epoch: 2, iters: 32284, time: 0.293, data: 0.017) G_GAN: 1.312 G_L1: 4.101 D_real: 0.768 D_fake: 0.396 +(epoch: 2, iters: 32384, time: 0.418, data: 0.015) G_GAN: 1.145 G_L1: 5.010 D_real: 0.375 D_fake: 0.569 +(epoch: 2, iters: 32484, time: 0.302, data: 0.019) G_GAN: 1.002 G_L1: 3.023 D_real: 0.612 D_fake: 0.413 +(epoch: 2, iters: 32584, time: 0.306, data: 0.017) G_GAN: 1.395 G_L1: 3.861 D_real: 0.559 D_fake: 0.434 +(epoch: 2, iters: 32684, time: 0.273, data: 0.017) G_GAN: 1.127 G_L1: 3.504 D_real: 0.274 D_fake: 0.786 +(epoch: 2, iters: 32784, time: 0.376, data: 0.014) G_GAN: 1.575 G_L1: 3.808 D_real: 0.698 D_fake: 0.299 +(epoch: 2, iters: 32884, time: 0.294, data: 0.020) G_GAN: 0.987 G_L1: 2.986 D_real: 0.555 D_fake: 0.556 +(epoch: 2, iters: 32984, time: 0.297, data: 0.018) G_GAN: 1.298 G_L1: 3.383 D_real: 0.534 D_fake: 0.401 +(epoch: 2, iters: 33084, time: 0.301, data: 0.020) G_GAN: 1.309 G_L1: 3.986 D_real: 0.425 D_fake: 0.622 +(epoch: 2, iters: 33184, time: 0.405, data: 0.020) G_GAN: 1.065 G_L1: 3.501 D_real: 0.375 D_fake: 0.673 +(epoch: 2, iters: 33284, time: 0.294, data: 0.018) G_GAN: 1.315 G_L1: 5.224 D_real: 0.197 D_fake: 0.644 +(epoch: 2, iters: 33384, time: 0.288, data: 0.016) G_GAN: 1.091 G_L1: 3.259 D_real: 0.334 D_fake: 0.840 +(epoch: 2, iters: 33484, time: 0.286, data: 0.016) G_GAN: 1.090 G_L1: 3.182 D_real: 0.417 D_fake: 0.594 +(epoch: 2, iters: 33584, time: 0.420, data: 0.023) G_GAN: 1.113 G_L1: 3.006 D_real: 0.342 D_fake: 0.710 +(epoch: 2, iters: 33684, time: 0.293, data: 0.020) G_GAN: 1.199 G_L1: 5.211 D_real: 0.316 D_fake: 0.827 +(epoch: 2, iters: 33784, time: 0.297, data: 0.016) G_GAN: 1.802 G_L1: 3.891 D_real: 0.421 D_fake: 1.103 +(epoch: 2, iters: 33884, time: 0.286, data: 0.016) G_GAN: 1.413 G_L1: 3.108 D_real: 0.936 D_fake: 0.327 +(epoch: 2, iters: 33984, time: 0.509, data: 0.016) G_GAN: 1.077 G_L1: 3.627 D_real: 0.902 D_fake: 0.548 +(epoch: 2, iters: 34084, time: 0.302, data: 0.019) G_GAN: 0.991 G_L1: 3.851 D_real: 0.581 D_fake: 0.594 +(epoch: 2, iters: 34184, time: 0.301, data: 0.018) G_GAN: 1.367 G_L1: 5.335 D_real: 0.703 D_fake: 0.409 +(epoch: 2, iters: 34284, time: 0.288, data: 0.017) G_GAN: 1.282 G_L1: 3.192 D_real: 0.583 D_fake: 0.363 +(epoch: 2, iters: 34384, time: 0.420, data: 0.016) G_GAN: 1.094 G_L1: 3.639 D_real: 0.760 D_fake: 0.437 +(epoch: 2, iters: 34484, time: 0.304, data: 0.018) G_GAN: 1.253 G_L1: 3.346 D_real: 0.609 D_fake: 0.428 +(epoch: 2, iters: 34584, time: 0.300, data: 0.017) G_GAN: 1.088 G_L1: 4.134 D_real: 0.546 D_fake: 0.450 +(epoch: 2, iters: 34684, time: 0.299, data: 0.017) G_GAN: 1.188 G_L1: 3.267 D_real: 0.420 D_fake: 0.592 +(epoch: 2, iters: 34784, time: 0.403, data: 0.023) G_GAN: 1.005 G_L1: 2.920 D_real: 0.496 D_fake: 0.498 +(epoch: 2, iters: 34884, time: 0.295, data: 0.018) G_GAN: 0.913 G_L1: 3.112 D_real: 0.388 D_fake: 0.640 +(epoch: 2, iters: 34984, time: 0.295, data: 0.016) G_GAN: 1.412 G_L1: 3.943 D_real: 0.382 D_fake: 1.027 +(epoch: 2, iters: 35084, time: 0.289, data: 0.019) G_GAN: 1.258 G_L1: 4.155 D_real: 0.615 D_fake: 0.590 +(epoch: 2, iters: 35184, time: 0.413, data: 0.016) G_GAN: 1.586 G_L1: 4.440 D_real: 0.361 D_fake: 0.749 +(epoch: 2, iters: 35284, time: 0.298, data: 0.018) G_GAN: 1.174 G_L1: 3.844 D_real: 0.430 D_fake: 0.437 +(epoch: 2, iters: 35384, time: 0.302, data: 0.015) G_GAN: 1.067 G_L1: 2.505 D_real: 1.019 D_fake: 0.365 +(epoch: 2, iters: 35484, time: 0.302, data: 0.017) G_GAN: 0.964 G_L1: 3.331 D_real: 0.724 D_fake: 0.536 +(epoch: 2, iters: 35584, time: 0.420, data: 0.017) G_GAN: 1.242 G_L1: 3.075 D_real: 0.617 D_fake: 0.344 +(epoch: 2, iters: 35684, time: 0.298, data: 0.018) G_GAN: 1.165 G_L1: 4.545 D_real: 0.328 D_fake: 0.672 +(epoch: 2, iters: 35784, time: 0.298, data: 0.017) G_GAN: 1.158 G_L1: 3.760 D_real: 0.317 D_fake: 0.874 +(epoch: 2, iters: 35884, time: 0.302, data: 0.016) G_GAN: 1.197 G_L1: 3.467 D_real: 0.541 D_fake: 0.642 +(epoch: 2, iters: 35984, time: 0.523, data: 0.016) G_GAN: 1.145 G_L1: 3.479 D_real: 0.478 D_fake: 0.527 +(epoch: 2, iters: 36084, time: 0.293, data: 0.019) G_GAN: 0.915 G_L1: 3.802 D_real: 0.640 D_fake: 0.817 +(epoch: 2, iters: 36184, time: 0.297, data: 0.016) G_GAN: 0.969 G_L1: 3.175 D_real: 0.822 D_fake: 0.457 +(epoch: 2, iters: 36284, time: 0.289, data: 0.018) G_GAN: 1.162 G_L1: 3.958 D_real: 0.771 D_fake: 0.601 +(epoch: 2, iters: 36384, time: 0.413, data: 0.024) G_GAN: 1.478 G_L1: 3.439 D_real: 0.671 D_fake: 0.618 +(epoch: 2, iters: 36484, time: 0.306, data: 0.019) G_GAN: 1.264 G_L1: 3.344 D_real: 1.441 D_fake: 0.555 +(epoch: 2, iters: 36584, time: 0.302, data: 0.017) G_GAN: 1.257 G_L1: 4.549 D_real: 0.299 D_fake: 0.597 +(epoch: 2, iters: 36684, time: 0.296, data: 0.017) G_GAN: 0.988 G_L1: 3.172 D_real: 0.354 D_fake: 0.511 +(epoch: 2, iters: 36784, time: 0.418, data: 0.016) G_GAN: 1.085 G_L1: 3.233 D_real: 0.858 D_fake: 0.499 +(epoch: 2, iters: 36884, time: 0.297, data: 0.018) G_GAN: 1.121 G_L1: 3.308 D_real: 0.464 D_fake: 0.777 +(epoch: 2, iters: 36984, time: 0.303, data: 0.016) G_GAN: 1.225 G_L1: 3.533 D_real: 0.535 D_fake: 0.511 +(epoch: 2, iters: 37084, time: 0.304, data: 0.017) G_GAN: 1.093 G_L1: 3.092 D_real: 0.464 D_fake: 0.753 +(epoch: 2, iters: 37184, time: 0.380, data: 0.016) G_GAN: 0.980 G_L1: 2.696 D_real: 0.990 D_fake: 0.406 +(epoch: 2, iters: 37284, time: 0.296, data: 0.018) G_GAN: 1.101 G_L1: 2.845 D_real: 0.365 D_fake: 0.712 +(epoch: 2, iters: 37384, time: 0.286, data: 0.016) G_GAN: 1.119 G_L1: 3.276 D_real: 0.463 D_fake: 0.783 +(epoch: 2, iters: 37484, time: 0.305, data: 0.015) G_GAN: 1.329 G_L1: 5.184 D_real: 0.780 D_fake: 0.536 +(epoch: 2, iters: 37584, time: 0.384, data: 0.018) G_GAN: 1.143 G_L1: 2.661 D_real: 0.572 D_fake: 0.489 +(epoch: 2, iters: 37684, time: 0.300, data: 0.019) G_GAN: 1.215 G_L1: 3.608 D_real: 0.695 D_fake: 0.660 +(epoch: 2, iters: 37784, time: 0.295, data: 0.017) G_GAN: 1.124 G_L1: 3.132 D_real: 0.831 D_fake: 0.292 +(epoch: 2, iters: 37884, time: 0.304, data: 0.017) G_GAN: 1.280 G_L1: 4.561 D_real: 0.600 D_fake: 0.364 +(epoch: 2, iters: 37984, time: 0.469, data: 0.018) G_GAN: 1.077 G_L1: 3.752 D_real: 0.709 D_fake: 0.453 +(epoch: 2, iters: 38084, time: 0.302, data: 0.020) G_GAN: 1.124 G_L1: 3.115 D_real: 0.865 D_fake: 0.357 +(epoch: 2, iters: 38184, time: 0.290, data: 0.019) G_GAN: 0.859 G_L1: 3.448 D_real: 0.752 D_fake: 0.802 +(epoch: 2, iters: 38284, time: 0.304, data: 0.016) G_GAN: 0.946 G_L1: 3.118 D_real: 0.603 D_fake: 0.516 +(epoch: 2, iters: 38384, time: 0.410, data: 0.017) G_GAN: 1.213 G_L1: 2.841 D_real: 0.976 D_fake: 0.450 +(epoch: 2, iters: 38484, time: 0.292, data: 0.018) G_GAN: 1.207 G_L1: 4.338 D_real: 0.563 D_fake: 0.445 +(epoch: 2, iters: 38584, time: 0.296, data: 0.017) G_GAN: 1.456 G_L1: 3.041 D_real: 0.284 D_fake: 0.735 +(epoch: 2, iters: 38684, time: 0.305, data: 0.016) G_GAN: 1.083 G_L1: 3.677 D_real: 0.534 D_fake: 0.503 +(epoch: 2, iters: 38784, time: 0.409, data: 0.018) G_GAN: 1.042 G_L1: 2.989 D_real: 0.591 D_fake: 0.402 +(epoch: 2, iters: 38884, time: 0.288, data: 0.020) G_GAN: 1.034 G_L1: 3.026 D_real: 0.849 D_fake: 0.560 +(epoch: 2, iters: 38984, time: 0.288, data: 0.016) G_GAN: 1.225 G_L1: 2.778 D_real: 0.511 D_fake: 0.405 +(epoch: 2, iters: 39084, time: 0.298, data: 0.015) G_GAN: 1.026 G_L1: 2.973 D_real: 0.536 D_fake: 0.696 +(epoch: 2, iters: 39184, time: 0.410, data: 0.017) G_GAN: 1.298 G_L1: 4.724 D_real: 0.457 D_fake: 1.056 +(epoch: 2, iters: 39284, time: 0.294, data: 0.020) G_GAN: 0.991 G_L1: 4.229 D_real: 0.592 D_fake: 0.963 +(epoch: 2, iters: 39384, time: 0.298, data: 0.017) G_GAN: 1.044 G_L1: 3.940 D_real: 0.829 D_fake: 0.590 +(epoch: 2, iters: 39484, time: 0.302, data: 0.017) G_GAN: 1.256 G_L1: 2.263 D_real: 0.566 D_fake: 0.496 +(epoch: 2, iters: 39584, time: 0.413, data: 0.018) G_GAN: 1.197 G_L1: 5.019 D_real: 0.500 D_fake: 0.668 +(epoch: 2, iters: 39684, time: 0.297, data: 0.017) G_GAN: 1.133 G_L1: 3.869 D_real: 0.763 D_fake: 0.682 +(epoch: 2, iters: 39784, time: 0.294, data: 0.017) G_GAN: 1.254 G_L1: 2.473 D_real: 0.592 D_fake: 0.414 +(epoch: 2, iters: 39884, time: 0.293, data: 0.017) G_GAN: 1.200 G_L1: 4.212 D_real: 0.571 D_fake: 0.543 +(epoch: 2, iters: 39984, time: 0.543, data: 0.016) G_GAN: 1.287 G_L1: 5.383 D_real: 0.762 D_fake: 0.488 +(epoch: 2, iters: 40084, time: 0.286, data: 0.019) G_GAN: 1.557 G_L1: 4.155 D_real: 0.321 D_fake: 0.585 +(epoch: 2, iters: 40184, time: 0.298, data: 0.014) G_GAN: 1.412 G_L1: 4.252 D_real: 0.304 D_fake: 0.867 +(epoch: 2, iters: 40284, time: 0.291, data: 0.016) G_GAN: 1.335 G_L1: 4.181 D_real: 0.444 D_fake: 0.775 +(epoch: 2, iters: 40384, time: 0.416, data: 0.016) G_GAN: 0.987 G_L1: 3.402 D_real: 0.958 D_fake: 0.367 +(epoch: 2, iters: 40484, time: 0.303, data: 0.019) G_GAN: 0.929 G_L1: 3.661 D_real: 1.119 D_fake: 0.571 +(epoch: 2, iters: 40584, time: 0.293, data: 0.018) G_GAN: 1.102 G_L1: 3.496 D_real: 0.582 D_fake: 0.809 +(epoch: 2, iters: 40684, time: 0.300, data: 0.016) G_GAN: 1.354 G_L1: 3.609 D_real: 0.372 D_fake: 0.872 +(epoch: 2, iters: 40784, time: 0.412, data: 0.016) G_GAN: 1.043 G_L1: 4.572 D_real: 0.798 D_fake: 0.312 +(epoch: 2, iters: 40884, time: 0.301, data: 0.018) G_GAN: 1.109 G_L1: 3.432 D_real: 0.542 D_fake: 0.515 +(epoch: 2, iters: 40984, time: 0.300, data: 0.016) G_GAN: 1.077 G_L1: 2.934 D_real: 0.697 D_fake: 0.459 +(epoch: 2, iters: 41084, time: 0.290, data: 0.017) G_GAN: 1.318 G_L1: 3.475 D_real: 0.629 D_fake: 0.464 +(epoch: 2, iters: 41184, time: 0.412, data: 0.016) G_GAN: 0.897 G_L1: 2.778 D_real: 0.659 D_fake: 0.524 +(epoch: 2, iters: 41284, time: 0.300, data: 0.019) G_GAN: 0.970 G_L1: 3.215 D_real: 0.526 D_fake: 0.634 +(epoch: 2, iters: 41384, time: 0.296, data: 0.016) G_GAN: 1.344 G_L1: 4.453 D_real: 0.606 D_fake: 0.532 +(epoch: 2, iters: 41484, time: 0.304, data: 0.016) G_GAN: 1.169 G_L1: 3.877 D_real: 0.404 D_fake: 0.511 +(epoch: 2, iters: 41584, time: 0.423, data: 0.018) G_GAN: 1.994 G_L1: 4.046 D_real: 0.169 D_fake: 0.577 +(epoch: 2, iters: 41684, time: 0.300, data: 0.019) G_GAN: 1.037 G_L1: 3.558 D_real: 0.541 D_fake: 0.681 +(epoch: 2, iters: 41784, time: 0.297, data: 0.018) G_GAN: 1.733 G_L1: 3.349 D_real: 0.180 D_fake: 0.706 +(epoch: 2, iters: 41884, time: 0.296, data: 0.017) G_GAN: 1.008 G_L1: 3.446 D_real: 0.462 D_fake: 0.629 +(epoch: 2, iters: 41984, time: 0.530, data: 0.016) G_GAN: 1.108 G_L1: 3.764 D_real: 0.732 D_fake: 0.541 +(epoch: 2, iters: 42084, time: 0.302, data: 0.018) G_GAN: 1.365 G_L1: 4.702 D_real: 0.309 D_fake: 0.574 +(epoch: 2, iters: 42184, time: 0.302, data: 0.017) G_GAN: 0.931 G_L1: 2.789 D_real: 0.504 D_fake: 0.615 +(epoch: 2, iters: 42284, time: 0.301, data: 0.018) G_GAN: 0.878 G_L1: 2.937 D_real: 0.728 D_fake: 0.788 +(epoch: 2, iters: 42384, time: 0.397, data: 0.017) G_GAN: 0.938 G_L1: 4.677 D_real: 0.547 D_fake: 0.927 +(epoch: 2, iters: 42484, time: 0.296, data: 0.018) G_GAN: 1.142 G_L1: 4.097 D_real: 0.521 D_fake: 0.466 +(epoch: 2, iters: 42584, time: 0.304, data: 0.019) G_GAN: 1.528 G_L1: 3.844 D_real: 0.487 D_fake: 0.641 +(epoch: 2, iters: 42684, time: 0.293, data: 0.017) G_GAN: 1.173 G_L1: 3.519 D_real: 0.370 D_fake: 0.500 +(epoch: 2, iters: 42784, time: 0.403, data: 0.017) G_GAN: 1.106 G_L1: 3.030 D_real: 0.709 D_fake: 0.389 +(epoch: 2, iters: 42884, time: 0.295, data: 0.018) G_GAN: 1.200 G_L1: 3.520 D_real: 0.355 D_fake: 0.528 +(epoch: 2, iters: 42984, time: 0.301, data: 0.015) G_GAN: 1.317 G_L1: 4.115 D_real: 0.608 D_fake: 0.558 +(epoch: 2, iters: 43084, time: 0.303, data: 0.018) G_GAN: 1.482 G_L1: 5.893 D_real: 0.449 D_fake: 0.473 +(epoch: 2, iters: 43184, time: 0.395, data: 0.017) G_GAN: 0.733 G_L1: 3.251 D_real: 0.451 D_fake: 1.187 +(epoch: 2, iters: 43284, time: 0.302, data: 0.019) G_GAN: 1.415 G_L1: 4.262 D_real: 0.466 D_fake: 0.319 +(epoch: 2, iters: 43384, time: 0.296, data: 0.018) G_GAN: 1.520 G_L1: 4.135 D_real: 0.351 D_fake: 0.808 +(epoch: 2, iters: 43484, time: 0.286, data: 0.016) G_GAN: 1.053 G_L1: 3.526 D_real: 0.825 D_fake: 0.490 +(epoch: 2, iters: 43584, time: 0.418, data: 0.016) G_GAN: 1.244 G_L1: 5.537 D_real: 0.425 D_fake: 0.483 +(epoch: 2, iters: 43684, time: 0.302, data: 0.019) G_GAN: 1.382 G_L1: 2.575 D_real: 0.642 D_fake: 0.408 +(epoch: 2, iters: 43784, time: 0.304, data: 0.017) G_GAN: 1.212 G_L1: 2.955 D_real: 0.519 D_fake: 0.532 +(epoch: 2, iters: 43884, time: 0.304, data: 0.017) G_GAN: 1.095 G_L1: 3.968 D_real: 0.573 D_fake: 0.958 +(epoch: 2, iters: 43984, time: 0.526, data: 0.018) G_GAN: 1.044 G_L1: 3.880 D_real: 0.491 D_fake: 0.540 +(epoch: 2, iters: 44084, time: 0.307, data: 0.023) G_GAN: 1.432 G_L1: 4.014 D_real: 0.333 D_fake: 0.573 +(epoch: 2, iters: 44184, time: 0.295, data: 0.019) G_GAN: 1.226 G_L1: 2.557 D_real: 1.298 D_fake: 0.486 +(epoch: 2, iters: 44284, time: 0.295, data: 0.020) G_GAN: 1.536 G_L1: 3.224 D_real: 0.932 D_fake: 0.273 +(epoch: 2, iters: 44384, time: 0.412, data: 0.015) G_GAN: 1.317 G_L1: 3.675 D_real: 0.419 D_fake: 0.506 +(epoch: 2, iters: 44484, time: 0.289, data: 0.018) G_GAN: 0.991 G_L1: 3.557 D_real: 1.077 D_fake: 0.478 +(epoch: 2, iters: 44584, time: 0.303, data: 0.016) G_GAN: 1.138 G_L1: 3.102 D_real: 0.832 D_fake: 0.497 +(epoch: 2, iters: 44684, time: 0.299, data: 0.017) G_GAN: 0.969 G_L1: 3.734 D_real: 0.699 D_fake: 0.538 +(epoch: 2, iters: 44784, time: 0.372, data: 0.018) G_GAN: 1.495 G_L1: 3.104 D_real: 0.343 D_fake: 0.546 +(epoch: 2, iters: 44884, time: 0.296, data: 0.017) G_GAN: 0.805 G_L1: 2.853 D_real: 0.736 D_fake: 0.573 +(epoch: 2, iters: 44984, time: 0.293, data: 0.017) G_GAN: 1.403 G_L1: 5.324 D_real: 0.176 D_fake: 0.507 +(epoch: 2, iters: 45084, time: 0.302, data: 0.019) G_GAN: 1.413 G_L1: 3.413 D_real: 1.232 D_fake: 0.521 +(epoch: 2, iters: 45184, time: 0.409, data: 0.017) G_GAN: 1.151 G_L1: 3.301 D_real: 0.191 D_fake: 0.530 +(epoch: 2, iters: 45284, time: 0.304, data: 0.017) G_GAN: 1.570 G_L1: 3.314 D_real: 0.100 D_fake: 0.573 +(epoch: 2, iters: 45384, time: 0.304, data: 0.016) G_GAN: 0.904 G_L1: 3.297 D_real: 0.677 D_fake: 0.601 +(epoch: 2, iters: 45484, time: 0.299, data: 0.018) G_GAN: 1.054 G_L1: 4.772 D_real: 0.791 D_fake: 0.427 +(epoch: 2, iters: 45584, time: 0.395, data: 0.021) G_GAN: 1.151 G_L1: 5.444 D_real: 0.310 D_fake: 0.842 +(epoch: 2, iters: 45684, time: 0.302, data: 0.019) G_GAN: 1.072 G_L1: 4.124 D_real: 0.691 D_fake: 0.341 +(epoch: 2, iters: 45784, time: 0.301, data: 0.018) G_GAN: 1.089 G_L1: 2.945 D_real: 0.783 D_fake: 0.407 +(epoch: 2, iters: 45884, time: 0.304, data: 0.018) G_GAN: 1.130 G_L1: 4.031 D_real: 0.660 D_fake: 0.440 +(epoch: 2, iters: 45984, time: 0.559, data: 0.017) G_GAN: 2.079 G_L1: 4.923 D_real: 0.524 D_fake: 0.821 +(epoch: 2, iters: 46084, time: 0.305, data: 0.019) G_GAN: 1.139 G_L1: 3.099 D_real: 0.573 D_fake: 0.462 +(epoch: 2, iters: 46184, time: 0.284, data: 0.017) G_GAN: 0.974 G_L1: 4.001 D_real: 0.534 D_fake: 0.588 +(epoch: 2, iters: 46284, time: 0.296, data: 0.015) G_GAN: 1.093 G_L1: 3.959 D_real: 0.872 D_fake: 0.494 +(epoch: 2, iters: 46384, time: 0.417, data: 0.018) G_GAN: 0.863 G_L1: 2.881 D_real: 0.873 D_fake: 0.458 +(epoch: 2, iters: 46484, time: 0.301, data: 0.019) G_GAN: 1.057 G_L1: 5.726 D_real: 0.695 D_fake: 0.321 +(epoch: 2, iters: 46584, time: 0.295, data: 0.018) G_GAN: 1.446 G_L1: 4.350 D_real: 0.476 D_fake: 0.595 +(epoch: 2, iters: 46684, time: 0.287, data: 0.016) G_GAN: 1.049 G_L1: 2.734 D_real: 0.916 D_fake: 0.358 +(epoch: 2, iters: 46784, time: 0.416, data: 0.016) G_GAN: 1.147 G_L1: 3.741 D_real: 0.500 D_fake: 0.845 +(epoch: 2, iters: 46884, time: 0.300, data: 0.021) G_GAN: 1.585 G_L1: 4.979 D_real: 0.283 D_fake: 0.560 +(epoch: 2, iters: 46984, time: 0.299, data: 0.017) G_GAN: 0.992 G_L1: 3.100 D_real: 0.380 D_fake: 0.880 +(epoch: 2, iters: 47084, time: 0.300, data: 0.018) G_GAN: 1.442 G_L1: 4.632 D_real: 0.708 D_fake: 0.374 +(epoch: 2, iters: 47184, time: 0.380, data: 0.017) G_GAN: 1.206 G_L1: 3.911 D_real: 0.715 D_fake: 0.435 +(epoch: 2, iters: 47284, time: 0.287, data: 0.020) G_GAN: 1.013 G_L1: 2.754 D_real: 0.618 D_fake: 0.492 +(epoch: 2, iters: 47384, time: 0.297, data: 0.018) G_GAN: 1.040 G_L1: 3.113 D_real: 0.531 D_fake: 0.638 +(epoch: 2, iters: 47484, time: 0.300, data: 0.016) G_GAN: 0.906 G_L1: 2.647 D_real: 0.652 D_fake: 0.841 +(epoch: 2, iters: 47584, time: 0.419, data: 0.020) G_GAN: 1.327 G_L1: 3.633 D_real: 0.320 D_fake: 0.722 +(epoch: 2, iters: 47684, time: 0.305, data: 0.019) G_GAN: 1.111 G_L1: 2.707 D_real: 0.443 D_fake: 0.437 +(epoch: 2, iters: 47784, time: 0.303, data: 0.017) G_GAN: 1.084 G_L1: 2.749 D_real: 0.208 D_fake: 0.600 +(epoch: 2, iters: 47884, time: 0.293, data: 0.017) G_GAN: 1.262 G_L1: 3.200 D_real: 0.290 D_fake: 0.694 +(epoch: 2, iters: 47984, time: 0.544, data: 0.015) G_GAN: 0.861 G_L1: 2.680 D_real: 0.737 D_fake: 0.872 +(epoch: 2, iters: 48084, time: 0.303, data: 0.020) G_GAN: 1.135 G_L1: 2.698 D_real: 0.841 D_fake: 0.305 +(epoch: 2, iters: 48184, time: 0.293, data: 0.017) G_GAN: 1.327 G_L1: 3.588 D_real: 0.554 D_fake: 0.407 +(epoch: 2, iters: 48284, time: 0.303, data: 0.016) G_GAN: 1.404 G_L1: 3.346 D_real: 0.169 D_fake: 0.785 +(epoch: 2, iters: 48384, time: 0.393, data: 0.016) G_GAN: 0.856 G_L1: 2.312 D_real: 0.879 D_fake: 0.500 +(epoch: 2, iters: 48484, time: 0.300, data: 0.019) G_GAN: 1.037 G_L1: 3.554 D_real: 0.521 D_fake: 0.492 +(epoch: 2, iters: 48584, time: 0.292, data: 0.017) G_GAN: 1.640 G_L1: 3.570 D_real: 0.355 D_fake: 0.633 +(epoch: 2, iters: 48684, time: 0.302, data: 0.016) G_GAN: 1.083 G_L1: 2.915 D_real: 0.384 D_fake: 0.477 +(epoch: 2, iters: 48784, time: 0.419, data: 0.017) G_GAN: 1.033 G_L1: 4.250 D_real: 0.714 D_fake: 0.491 +(epoch: 2, iters: 48884, time: 0.292, data: 0.020) G_GAN: 1.023 G_L1: 2.844 D_real: 0.425 D_fake: 0.545 +(epoch: 2, iters: 48984, time: 0.300, data: 0.016) G_GAN: 0.833 G_L1: 2.860 D_real: 0.812 D_fake: 0.557 +(epoch: 2, iters: 49084, time: 0.299, data: 0.017) G_GAN: 1.031 G_L1: 3.382 D_real: 0.902 D_fake: 0.579 +(epoch: 2, iters: 49184, time: 0.421, data: 0.015) G_GAN: 1.136 G_L1: 3.212 D_real: 0.301 D_fake: 0.636 +(epoch: 2, iters: 49284, time: 0.309, data: 0.020) G_GAN: 1.284 G_L1: 4.144 D_real: 0.420 D_fake: 0.662 +(epoch: 2, iters: 49384, time: 0.300, data: 0.016) G_GAN: 1.094 G_L1: 3.239 D_real: 0.608 D_fake: 0.703 +(epoch: 2, iters: 49484, time: 0.292, data: 0.017) G_GAN: 1.325 G_L1: 4.711 D_real: 0.361 D_fake: 0.480 +(epoch: 2, iters: 49584, time: 0.416, data: 0.017) G_GAN: 1.366 G_L1: 4.389 D_real: 0.415 D_fake: 0.728 +(epoch: 2, iters: 49684, time: 0.296, data: 0.019) G_GAN: 1.188 G_L1: 4.466 D_real: 0.470 D_fake: 0.488 +(epoch: 2, iters: 49784, time: 0.295, data: 0.018) G_GAN: 1.282 G_L1: 3.108 D_real: 0.634 D_fake: 0.448 +(epoch: 2, iters: 49884, time: 0.300, data: 0.017) G_GAN: 0.911 G_L1: 3.947 D_real: 0.788 D_fake: 0.563 +(epoch: 2, iters: 49984, time: 0.534, data: 0.017) G_GAN: 1.135 G_L1: 3.720 D_real: 0.474 D_fake: 0.612 +(epoch: 2, iters: 50084, time: 0.305, data: 0.020) G_GAN: 1.136 G_L1: 4.093 D_real: 0.406 D_fake: 0.586 +(epoch: 2, iters: 50184, time: 0.302, data: 0.017) G_GAN: 1.391 G_L1: 5.799 D_real: 0.746 D_fake: 0.850 +(epoch: 2, iters: 50284, time: 0.305, data: 0.021) G_GAN: 1.140 G_L1: 2.940 D_real: 0.645 D_fake: 0.979 +(epoch: 2, iters: 50384, time: 0.396, data: 0.016) G_GAN: 1.688 G_L1: 3.600 D_real: 0.372 D_fake: 0.556 +(epoch: 2, iters: 50484, time: 0.285, data: 0.019) G_GAN: 1.049 G_L1: 3.137 D_real: 0.790 D_fake: 0.593 +(epoch: 2, iters: 50584, time: 0.295, data: 0.015) G_GAN: 1.552 G_L1: 3.739 D_real: 0.413 D_fake: 0.378 +(epoch: 2, iters: 50684, time: 0.294, data: 0.017) G_GAN: 1.232 G_L1: 3.796 D_real: 0.495 D_fake: 0.441 +(epoch: 2, iters: 50784, time: 0.416, data: 0.016) G_GAN: 1.045 G_L1: 5.029 D_real: 0.735 D_fake: 0.435 +(epoch: 2, iters: 50884, time: 0.295, data: 0.019) G_GAN: 1.507 G_L1: 4.604 D_real: 0.383 D_fake: 0.688 +(epoch: 2, iters: 50984, time: 0.301, data: 0.016) G_GAN: 0.908 G_L1: 3.978 D_real: 0.607 D_fake: 0.660 +(epoch: 2, iters: 51084, time: 0.303, data: 0.016) G_GAN: 1.116 G_L1: 2.796 D_real: 0.671 D_fake: 0.483 +(epoch: 2, iters: 51184, time: 0.393, data: 0.018) G_GAN: 0.975 G_L1: 3.487 D_real: 0.552 D_fake: 0.588 +(epoch: 2, iters: 51284, time: 0.286, data: 0.017) G_GAN: 1.010 G_L1: 3.240 D_real: 0.390 D_fake: 0.659 +(epoch: 2, iters: 51384, time: 0.302, data: 0.016) G_GAN: 1.308 G_L1: 3.310 D_real: 0.645 D_fake: 0.438 +(epoch: 2, iters: 51484, time: 0.296, data: 0.016) G_GAN: 1.105 G_L1: 3.559 D_real: 0.698 D_fake: 0.534 +(epoch: 2, iters: 51584, time: 0.388, data: 0.021) G_GAN: 0.993 G_L1: 4.628 D_real: 1.164 D_fake: 0.450 +(epoch: 2, iters: 51684, time: 0.293, data: 0.019) G_GAN: 1.006 G_L1: 4.536 D_real: 0.479 D_fake: 0.710 +(epoch: 2, iters: 51784, time: 0.304, data: 0.015) G_GAN: 1.283 G_L1: 3.452 D_real: 1.219 D_fake: 0.368 +(epoch: 2, iters: 51884, time: 0.297, data: 0.017) G_GAN: 1.231 G_L1: 4.054 D_real: 0.678 D_fake: 0.427 +(epoch: 2, iters: 51984, time: 0.534, data: 0.017) G_GAN: 1.240 G_L1: 4.030 D_real: 0.572 D_fake: 0.505 +(epoch: 2, iters: 52084, time: 0.287, data: 0.018) G_GAN: 1.325 G_L1: 3.132 D_real: 0.413 D_fake: 0.436 +(epoch: 2, iters: 52184, time: 0.288, data: 0.018) G_GAN: 1.172 G_L1: 3.102 D_real: 0.347 D_fake: 0.599 +(epoch: 2, iters: 52284, time: 0.297, data: 0.017) G_GAN: 1.450 G_L1: 5.127 D_real: 0.473 D_fake: 0.461 +(epoch: 2, iters: 52384, time: 0.389, data: 0.016) G_GAN: 1.395 G_L1: 4.591 D_real: 0.313 D_fake: 0.772 +(epoch: 2, iters: 52484, time: 0.293, data: 0.019) G_GAN: 1.258 G_L1: 2.857 D_real: 0.802 D_fake: 0.292 +(epoch: 2, iters: 52584, time: 0.295, data: 0.016) G_GAN: 1.241 G_L1: 2.563 D_real: 0.690 D_fake: 0.612 +(epoch: 2, iters: 52684, time: 0.296, data: 0.017) G_GAN: 0.906 G_L1: 3.570 D_real: 0.568 D_fake: 0.605 +(epoch: 2, iters: 52784, time: 0.401, data: 0.015) G_GAN: 0.928 G_L1: 3.763 D_real: 0.674 D_fake: 0.597 +(epoch: 2, iters: 52884, time: 0.297, data: 0.019) G_GAN: 1.617 G_L1: 5.074 D_real: 0.475 D_fake: 0.508 +(epoch: 2, iters: 52984, time: 0.303, data: 0.017) G_GAN: 1.577 G_L1: 5.983 D_real: 0.564 D_fake: 0.468 +(epoch: 2, iters: 53084, time: 0.291, data: 0.017) G_GAN: 1.132 G_L1: 3.702 D_real: 1.071 D_fake: 0.600 +(epoch: 2, iters: 53184, time: 0.392, data: 0.027) G_GAN: 1.071 G_L1: 2.664 D_real: 0.559 D_fake: 0.576 +(epoch: 2, iters: 53284, time: 0.289, data: 0.019) G_GAN: 1.300 G_L1: 3.941 D_real: 0.513 D_fake: 0.949 +(epoch: 2, iters: 53384, time: 0.293, data: 0.017) G_GAN: 1.336 G_L1: 3.828 D_real: 0.630 D_fake: 0.403 +(epoch: 2, iters: 53484, time: 0.299, data: 0.016) G_GAN: 1.414 G_L1: 3.476 D_real: 0.419 D_fake: 0.722 +(epoch: 2, iters: 53584, time: 0.424, data: 0.017) G_GAN: 1.382 G_L1: 4.200 D_real: 0.732 D_fake: 0.439 +(epoch: 2, iters: 53684, time: 0.293, data: 0.019) G_GAN: 1.082 G_L1: 3.677 D_real: 0.535 D_fake: 1.427 +(epoch: 2, iters: 53784, time: 0.303, data: 0.019) G_GAN: 1.110 G_L1: 3.686 D_real: 0.460 D_fake: 0.485 +(epoch: 2, iters: 53884, time: 0.284, data: 0.019) G_GAN: 1.075 G_L1: 4.261 D_real: 0.357 D_fake: 0.617 +(epoch: 2, iters: 53984, time: 0.543, data: 0.016) G_GAN: 1.018 G_L1: 3.307 D_real: 0.290 D_fake: 0.898 +(epoch: 2, iters: 54084, time: 0.293, data: 0.019) G_GAN: 1.185 G_L1: 3.120 D_real: 0.560 D_fake: 0.636 +(epoch: 2, iters: 54184, time: 0.299, data: 0.017) G_GAN: 1.163 G_L1: 4.460 D_real: 0.582 D_fake: 0.525 +(epoch: 2, iters: 54284, time: 0.285, data: 0.021) G_GAN: 1.267 G_L1: 4.333 D_real: 0.345 D_fake: 0.829 +(epoch: 2, iters: 54384, time: 0.417, data: 0.016) G_GAN: 1.202 G_L1: 4.605 D_real: 0.929 D_fake: 0.383 +(epoch: 2, iters: 54484, time: 0.304, data: 0.020) G_GAN: 0.944 G_L1: 3.579 D_real: 0.593 D_fake: 0.602 +(epoch: 2, iters: 54584, time: 0.303, data: 0.018) G_GAN: 1.030 G_L1: 3.192 D_real: 0.521 D_fake: 0.890 +(epoch: 2, iters: 54684, time: 0.294, data: 0.017) G_GAN: 1.486 G_L1: 3.842 D_real: 0.749 D_fake: 0.295 +(epoch: 2, iters: 54784, time: 0.411, data: 0.017) G_GAN: 1.004 G_L1: 2.695 D_real: 0.450 D_fake: 0.601 +(epoch: 2, iters: 54884, time: 0.305, data: 0.019) G_GAN: 0.918 G_L1: 2.891 D_real: 0.388 D_fake: 0.725 +(epoch: 2, iters: 54984, time: 0.294, data: 0.018) G_GAN: 1.095 G_L1: 2.881 D_real: 0.540 D_fake: 0.457 +(epoch: 2, iters: 55084, time: 0.293, data: 0.020) G_GAN: 1.731 G_L1: 5.529 D_real: 0.508 D_fake: 0.536 +(epoch: 2, iters: 55184, time: 0.417, data: 0.018) G_GAN: 1.247 G_L1: 3.476 D_real: 0.791 D_fake: 0.621 +(epoch: 2, iters: 55284, time: 0.301, data: 0.019) G_GAN: 1.545 G_L1: 5.177 D_real: 0.468 D_fake: 0.690 +(epoch: 2, iters: 55384, time: 0.293, data: 0.019) G_GAN: 1.192 G_L1: 3.609 D_real: 0.705 D_fake: 0.583 +(epoch: 2, iters: 55484, time: 0.301, data: 0.017) G_GAN: 1.030 G_L1: 2.988 D_real: 0.548 D_fake: 0.519 +(epoch: 2, iters: 55584, time: 0.404, data: 0.019) G_GAN: 1.235 G_L1: 3.668 D_real: 0.374 D_fake: 0.497 +(epoch: 2, iters: 55684, time: 0.301, data: 0.019) G_GAN: 1.094 G_L1: 3.218 D_real: 0.654 D_fake: 0.522 +(epoch: 2, iters: 55784, time: 0.300, data: 0.016) G_GAN: 1.053 G_L1: 5.264 D_real: 0.668 D_fake: 0.408 +(epoch: 2, iters: 55884, time: 0.300, data: 0.017) G_GAN: 1.030 G_L1: 3.829 D_real: 0.578 D_fake: 0.591 +(epoch: 2, iters: 55984, time: 0.534, data: 0.017) G_GAN: 1.202 G_L1: 3.361 D_real: 0.425 D_fake: 0.725 +(epoch: 2, iters: 56084, time: 0.301, data: 0.019) G_GAN: 1.321 G_L1: 5.544 D_real: 0.469 D_fake: 0.427 +(epoch: 2, iters: 56184, time: 0.302, data: 0.019) G_GAN: 1.377 G_L1: 5.062 D_real: 0.609 D_fake: 0.515 +(epoch: 2, iters: 56284, time: 0.303, data: 0.019) G_GAN: 1.058 G_L1: 2.910 D_real: 0.735 D_fake: 0.361 +(epoch: 2, iters: 56384, time: 0.417, data: 0.017) G_GAN: 1.267 G_L1: 4.425 D_real: 0.950 D_fake: 0.901 +(epoch: 2, iters: 56484, time: 0.302, data: 0.019) G_GAN: 1.065 G_L1: 3.420 D_real: 0.321 D_fake: 0.703 +(epoch: 2, iters: 56584, time: 0.304, data: 0.015) G_GAN: 1.134 G_L1: 2.864 D_real: 0.609 D_fake: 0.570 +(epoch: 2, iters: 56684, time: 0.296, data: 0.018) G_GAN: 0.857 G_L1: 3.376 D_real: 0.603 D_fake: 0.911 +(epoch: 2, iters: 56784, time: 0.389, data: 0.017) G_GAN: 0.982 G_L1: 2.357 D_real: 0.755 D_fake: 0.424 +(epoch: 2, iters: 56884, time: 0.303, data: 0.020) G_GAN: 1.198 G_L1: 4.402 D_real: 0.452 D_fake: 0.451 +(epoch: 2, iters: 56984, time: 0.301, data: 0.017) G_GAN: 1.145 G_L1: 3.902 D_real: 0.345 D_fake: 0.452 +(epoch: 2, iters: 57084, time: 0.303, data: 0.019) G_GAN: 0.870 G_L1: 2.885 D_real: 0.435 D_fake: 0.865 +(epoch: 2, iters: 57184, time: 0.408, data: 0.025) G_GAN: 1.168 G_L1: 3.960 D_real: 0.633 D_fake: 0.395 +(epoch: 2, iters: 57284, time: 0.301, data: 0.019) G_GAN: 1.241 G_L1: 4.395 D_real: 0.337 D_fake: 0.347 +(epoch: 2, iters: 57384, time: 0.300, data: 0.017) G_GAN: 0.876 G_L1: 4.097 D_real: 0.764 D_fake: 0.502 +(epoch: 2, iters: 57484, time: 0.293, data: 0.016) G_GAN: 1.348 G_L1: 4.089 D_real: 0.427 D_fake: 0.663 +(epoch: 2, iters: 57584, time: 0.418, data: 0.018) G_GAN: 0.945 G_L1: 2.547 D_real: 0.557 D_fake: 0.650 +(epoch: 2, iters: 57684, time: 0.301, data: 0.018) G_GAN: 1.225 G_L1: 3.195 D_real: 1.128 D_fake: 0.303 +(epoch: 2, iters: 57784, time: 0.289, data: 0.016) G_GAN: 0.907 G_L1: 1.488 D_real: 0.879 D_fake: 0.410 +(epoch: 2, iters: 57884, time: 0.299, data: 0.016) G_GAN: 1.073 G_L1: 2.987 D_real: 0.487 D_fake: 0.492 +(epoch: 2, iters: 57984, time: 0.518, data: 0.017) G_GAN: 1.594 G_L1: 4.644 D_real: 0.539 D_fake: 0.303 +(epoch: 2, iters: 58084, time: 0.298, data: 0.017) G_GAN: 0.801 G_L1: 3.197 D_real: 0.919 D_fake: 0.439 +(epoch: 2, iters: 58184, time: 0.301, data: 0.016) G_GAN: 1.080 G_L1: 2.973 D_real: 1.154 D_fake: 0.341 +(epoch: 2, iters: 58284, time: 0.294, data: 0.016) G_GAN: 0.973 G_L1: 2.911 D_real: 0.568 D_fake: 0.492 +(epoch: 2, iters: 58384, time: 0.419, data: 0.017) G_GAN: 1.634 G_L1: 6.015 D_real: 0.546 D_fake: 0.557 +(epoch: 2, iters: 58484, time: 0.295, data: 0.018) G_GAN: 1.019 G_L1: 2.998 D_real: 0.477 D_fake: 0.488 +(epoch: 2, iters: 58584, time: 0.299, data: 0.017) G_GAN: 1.235 G_L1: 4.525 D_real: 0.608 D_fake: 0.626 +(epoch: 2, iters: 58684, time: 0.298, data: 0.017) G_GAN: 1.212 G_L1: 4.971 D_real: 0.952 D_fake: 0.312 +(epoch: 2, iters: 58784, time: 0.426, data: 0.016) G_GAN: 1.078 G_L1: 3.440 D_real: 0.747 D_fake: 0.647 +(epoch: 2, iters: 58884, time: 0.303, data: 0.019) G_GAN: 1.101 G_L1: 3.177 D_real: 0.793 D_fake: 0.601 +(epoch: 2, iters: 58984, time: 0.310, data: 0.018) G_GAN: 0.954 G_L1: 1.592 D_real: 0.637 D_fake: 0.630 +(epoch: 2, iters: 59084, time: 0.299, data: 0.017) G_GAN: 1.234 G_L1: 3.824 D_real: 0.473 D_fake: 0.556 +(epoch: 2, iters: 59184, time: 0.406, data: 0.017) G_GAN: 1.008 G_L1: 2.774 D_real: 0.751 D_fake: 0.421 +(epoch: 2, iters: 59284, time: 0.296, data: 0.017) G_GAN: 1.204 G_L1: 2.586 D_real: 0.594 D_fake: 0.444 +(epoch: 2, iters: 59384, time: 0.301, data: 0.016) G_GAN: 1.484 G_L1: 4.617 D_real: 0.313 D_fake: 1.033 +(epoch: 2, iters: 59484, time: 0.292, data: 0.017) G_GAN: 0.896 G_L1: 3.059 D_real: 0.594 D_fake: 0.630 +(epoch: 2, iters: 59584, time: 0.413, data: 0.016) G_GAN: 1.225 G_L1: 4.869 D_real: 0.260 D_fake: 0.608 +(epoch: 2, iters: 59684, time: 0.300, data: 0.020) G_GAN: 1.115 G_L1: 2.966 D_real: 0.651 D_fake: 0.743 +(epoch: 2, iters: 59784, time: 0.297, data: 0.017) G_GAN: 1.223 G_L1: 4.963 D_real: 0.405 D_fake: 0.466 +(epoch: 2, iters: 59884, time: 0.293, data: 0.017) G_GAN: 1.004 G_L1: 2.913 D_real: 0.776 D_fake: 0.416 +(epoch: 2, iters: 59984, time: 0.529, data: 0.016) G_GAN: 1.184 G_L1: 2.426 D_real: 0.508 D_fake: 0.477 +(epoch: 3, iters: 68, time: 0.298, data: 0.019) G_GAN: 1.159 G_L1: 3.422 D_real: 1.052 D_fake: 0.338 +(epoch: 3, iters: 168, time: 0.296, data: 0.017) G_GAN: 1.150 G_L1: 5.338 D_real: 0.441 D_fake: 0.646 +(epoch: 3, iters: 268, time: 0.293, data: 0.017) G_GAN: 0.874 G_L1: 2.725 D_real: 0.721 D_fake: 0.570 +(epoch: 3, iters: 368, time: 0.479, data: 0.020) G_GAN: 0.915 G_L1: 4.204 D_real: 0.538 D_fake: 0.571 +(epoch: 3, iters: 468, time: 0.294, data: 0.020) G_GAN: 1.143 G_L1: 3.609 D_real: 0.521 D_fake: 0.471 +(epoch: 3, iters: 568, time: 0.303, data: 0.020) G_GAN: 1.505 G_L1: 3.977 D_real: 0.458 D_fake: 0.444 +(epoch: 3, iters: 668, time: 0.291, data: 0.017) G_GAN: 1.123 G_L1: 3.384 D_real: 0.825 D_fake: 0.541 +(epoch: 3, iters: 768, time: 0.380, data: 0.020) G_GAN: 1.040 G_L1: 2.544 D_real: 0.852 D_fake: 0.435 +(epoch: 3, iters: 868, time: 0.296, data: 0.019) G_GAN: 1.114 G_L1: 3.044 D_real: 0.642 D_fake: 0.409 +(epoch: 3, iters: 968, time: 0.298, data: 0.017) G_GAN: 1.103 G_L1: 2.567 D_real: 0.980 D_fake: 0.402 +(epoch: 3, iters: 1068, time: 0.301, data: 0.017) G_GAN: 0.962 G_L1: 3.738 D_real: 0.510 D_fake: 0.623 +(epoch: 3, iters: 1168, time: 0.413, data: 0.017) G_GAN: 1.150 G_L1: 2.764 D_real: 0.545 D_fake: 0.558 +(epoch: 3, iters: 1268, time: 0.299, data: 0.018) G_GAN: 1.518 G_L1: 4.090 D_real: 0.494 D_fake: 0.955 +(epoch: 3, iters: 1368, time: 0.300, data: 0.017) G_GAN: 1.928 G_L1: 3.842 D_real: 0.857 D_fake: 0.419 +(epoch: 3, iters: 1468, time: 0.291, data: 0.015) G_GAN: 1.543 G_L1: 3.434 D_real: 0.203 D_fake: 0.547 +(epoch: 3, iters: 1568, time: 0.397, data: 0.015) G_GAN: 1.537 G_L1: 4.984 D_real: 0.361 D_fake: 0.580 +(epoch: 3, iters: 1668, time: 0.300, data: 0.018) G_GAN: 0.870 G_L1: 3.741 D_real: 0.767 D_fake: 0.573 +(epoch: 3, iters: 1768, time: 0.295, data: 0.017) G_GAN: 1.238 G_L1: 3.583 D_real: 0.519 D_fake: 0.376 +(epoch: 3, iters: 1868, time: 0.278, data: 0.017) G_GAN: 1.313 G_L1: 4.184 D_real: 0.324 D_fake: 0.464 +(epoch: 3, iters: 1968, time: 0.545, data: 0.015) G_GAN: 1.062 G_L1: 4.003 D_real: 0.376 D_fake: 0.858 +(epoch: 3, iters: 2068, time: 0.305, data: 0.019) G_GAN: 1.237 G_L1: 3.275 D_real: 0.604 D_fake: 0.408 +(epoch: 3, iters: 2168, time: 0.302, data: 0.019) G_GAN: 1.883 G_L1: 3.892 D_real: 0.122 D_fake: 0.933 +(epoch: 3, iters: 2268, time: 0.296, data: 0.018) G_GAN: 1.476 G_L1: 3.810 D_real: 0.705 D_fake: 0.627 +(epoch: 3, iters: 2368, time: 0.416, data: 0.017) G_GAN: 1.041 G_L1: 3.125 D_real: 0.447 D_fake: 0.551 +(epoch: 3, iters: 2468, time: 0.295, data: 0.020) G_GAN: 1.714 G_L1: 5.896 D_real: 0.521 D_fake: 0.459 +(epoch: 3, iters: 2568, time: 0.300, data: 0.016) G_GAN: 1.998 G_L1: 3.988 D_real: 0.164 D_fake: 0.492 +(epoch: 3, iters: 2668, time: 0.294, data: 0.017) G_GAN: 1.306 G_L1: 3.595 D_real: 0.642 D_fake: 0.597 +(epoch: 3, iters: 2768, time: 0.416, data: 0.016) G_GAN: 0.885 G_L1: 3.169 D_real: 0.669 D_fake: 0.537 +(epoch: 3, iters: 2868, time: 0.299, data: 0.020) G_GAN: 1.009 G_L1: 2.620 D_real: 0.498 D_fake: 0.632 +(epoch: 3, iters: 2968, time: 0.302, data: 0.016) G_GAN: 1.230 G_L1: 4.168 D_real: 0.341 D_fake: 0.612 +(epoch: 3, iters: 3068, time: 0.303, data: 0.023) G_GAN: 1.212 G_L1: 2.895 D_real: 0.493 D_fake: 0.496 +(epoch: 3, iters: 3168, time: 0.408, data: 0.016) G_GAN: 1.321 G_L1: 3.609 D_real: 0.512 D_fake: 0.391 +(epoch: 3, iters: 3268, time: 0.293, data: 0.019) G_GAN: 1.031 G_L1: 3.457 D_real: 0.903 D_fake: 0.535 +(epoch: 3, iters: 3368, time: 0.303, data: 0.015) G_GAN: 1.469 G_L1: 3.473 D_real: 0.341 D_fake: 0.411 +(epoch: 3, iters: 3468, time: 0.288, data: 0.016) G_GAN: 1.207 G_L1: 3.294 D_real: 1.036 D_fake: 0.212 +(epoch: 3, iters: 3568, time: 0.376, data: 0.015) G_GAN: 1.279 G_L1: 2.600 D_real: 0.484 D_fake: 0.587 +(epoch: 3, iters: 3668, time: 0.293, data: 0.015) G_GAN: 1.058 G_L1: 3.742 D_real: 0.768 D_fake: 0.549 +(epoch: 3, iters: 3768, time: 0.303, data: 0.016) G_GAN: 2.002 G_L1: 3.651 D_real: 0.596 D_fake: 0.332 +(epoch: 3, iters: 3868, time: 0.305, data: 0.017) G_GAN: 1.283 G_L1: 3.755 D_real: 0.895 D_fake: 0.496 +(epoch: 3, iters: 3968, time: 0.498, data: 0.019) G_GAN: 1.663 G_L1: 5.380 D_real: 0.755 D_fake: 0.307 +(epoch: 3, iters: 4068, time: 0.302, data: 0.021) G_GAN: 1.131 G_L1: 3.997 D_real: 0.772 D_fake: 0.372 +(epoch: 3, iters: 4168, time: 0.304, data: 0.016) G_GAN: 1.363 G_L1: 4.007 D_real: 0.460 D_fake: 0.917 +(epoch: 3, iters: 4268, time: 0.299, data: 0.018) G_GAN: 1.497 G_L1: 4.930 D_real: 0.329 D_fake: 0.627 +(epoch: 3, iters: 4368, time: 0.385, data: 0.016) G_GAN: 1.115 G_L1: 3.602 D_real: 0.632 D_fake: 0.594 +(epoch: 3, iters: 4468, time: 0.297, data: 0.020) G_GAN: 1.058 G_L1: 5.643 D_real: 1.117 D_fake: 0.697 +(epoch: 3, iters: 4568, time: 0.286, data: 0.020) G_GAN: 1.343 G_L1: 3.514 D_real: 0.770 D_fake: 0.307 +(epoch: 3, iters: 4668, time: 0.292, data: 0.016) G_GAN: 0.863 G_L1: 3.267 D_real: 0.801 D_fake: 0.490 +(epoch: 3, iters: 4768, time: 0.374, data: 0.016) G_GAN: 1.482 G_L1: 3.597 D_real: 0.329 D_fake: 0.443 +(epoch: 3, iters: 4868, time: 0.292, data: 0.014) G_GAN: 1.448 G_L1: 3.314 D_real: 0.667 D_fake: 0.295 +(epoch: 3, iters: 4968, time: 0.300, data: 0.019) G_GAN: 1.216 G_L1: 4.093 D_real: 0.309 D_fake: 0.531 +(epoch: 3, iters: 5068, time: 0.302, data: 0.020) G_GAN: 2.442 G_L1: 4.422 D_real: 0.238 D_fake: 1.171 +(epoch: 3, iters: 5168, time: 0.414, data: 0.017) G_GAN: 0.864 G_L1: 3.043 D_real: 0.818 D_fake: 0.569 +(epoch: 3, iters: 5268, time: 0.301, data: 0.021) G_GAN: 1.347 G_L1: 3.552 D_real: 0.705 D_fake: 0.281 +(epoch: 3, iters: 5368, time: 0.303, data: 0.018) G_GAN: 1.404 G_L1: 5.128 D_real: 0.512 D_fake: 0.638 +(epoch: 3, iters: 5468, time: 0.303, data: 0.018) G_GAN: 0.957 G_L1: 2.423 D_real: 0.551 D_fake: 0.529 +(epoch: 3, iters: 5568, time: 0.394, data: 0.017) G_GAN: 0.873 G_L1: 2.425 D_real: 0.507 D_fake: 0.677 +(epoch: 3, iters: 5668, time: 0.296, data: 0.020) G_GAN: 1.684 G_L1: 4.106 D_real: 0.754 D_fake: 0.593 +(epoch: 3, iters: 5768, time: 0.305, data: 0.019) G_GAN: 1.202 G_L1: 3.408 D_real: 0.537 D_fake: 0.488 +(epoch: 3, iters: 5868, time: 0.283, data: 0.017) G_GAN: 1.336 G_L1: 4.272 D_real: 0.561 D_fake: 0.410 +(epoch: 3, iters: 5968, time: 0.484, data: 0.015) G_GAN: 0.730 G_L1: 2.723 D_real: 1.000 D_fake: 0.605 +(epoch: 3, iters: 6068, time: 0.282, data: 0.019) G_GAN: 0.972 G_L1: 3.609 D_real: 0.321 D_fake: 0.886 +(epoch: 3, iters: 6168, time: 0.296, data: 0.014) G_GAN: 1.481 G_L1: 4.795 D_real: 0.576 D_fake: 0.682 +(epoch: 3, iters: 6268, time: 0.285, data: 0.017) G_GAN: 0.985 G_L1: 3.966 D_real: 0.632 D_fake: 0.488 +(epoch: 3, iters: 6368, time: 0.417, data: 0.015) G_GAN: 1.425 G_L1: 2.771 D_real: 0.195 D_fake: 0.713 +(epoch: 3, iters: 6468, time: 0.305, data: 0.018) G_GAN: 1.389 G_L1: 3.965 D_real: 0.493 D_fake: 0.552 +(epoch: 3, iters: 6568, time: 0.303, data: 0.017) G_GAN: 0.965 G_L1: 3.184 D_real: 0.990 D_fake: 0.471 +(epoch: 3, iters: 6668, time: 0.295, data: 0.016) G_GAN: 1.165 G_L1: 2.554 D_real: 1.517 D_fake: 0.187 +(epoch: 3, iters: 6768, time: 0.411, data: 0.015) G_GAN: 1.655 G_L1: 5.632 D_real: 0.426 D_fake: 0.521 +(epoch: 3, iters: 6868, time: 0.287, data: 0.016) G_GAN: 1.288 G_L1: 4.357 D_real: 0.307 D_fake: 0.465 +(epoch: 3, iters: 6968, time: 0.303, data: 0.016) G_GAN: 0.863 G_L1: 2.770 D_real: 0.634 D_fake: 0.636 +(epoch: 3, iters: 7068, time: 0.307, data: 0.019) G_GAN: 0.988 G_L1: 3.594 D_real: 0.458 D_fake: 0.551 +(epoch: 3, iters: 7168, time: 0.404, data: 0.015) G_GAN: 0.779 G_L1: 3.217 D_real: 0.636 D_fake: 0.528 +(epoch: 3, iters: 7268, time: 0.290, data: 0.018) G_GAN: 1.139 G_L1: 4.720 D_real: 0.565 D_fake: 0.519 +(epoch: 3, iters: 7368, time: 0.295, data: 0.014) G_GAN: 0.819 G_L1: 3.773 D_real: 1.383 D_fake: 0.419 +(epoch: 3, iters: 7468, time: 0.287, data: 0.017) G_GAN: 1.020 G_L1: 3.081 D_real: 0.637 D_fake: 0.694 +(epoch: 3, iters: 7568, time: 0.416, data: 0.018) G_GAN: 1.354 G_L1: 4.526 D_real: 0.327 D_fake: 0.677 +(epoch: 3, iters: 7668, time: 0.299, data: 0.019) G_GAN: 1.673 G_L1: 3.898 D_real: 0.187 D_fake: 0.575 +(epoch: 3, iters: 7768, time: 0.302, data: 0.016) G_GAN: 0.718 G_L1: 2.060 D_real: 0.608 D_fake: 0.801 +(epoch: 3, iters: 7868, time: 0.298, data: 0.017) G_GAN: 1.209 G_L1: 2.401 D_real: 0.597 D_fake: 0.945 +(epoch: 3, iters: 7968, time: 0.507, data: 0.018) G_GAN: 1.317 G_L1: 3.047 D_real: 0.392 D_fake: 0.472 +(epoch: 3, iters: 8068, time: 0.302, data: 0.020) G_GAN: 1.100 G_L1: 3.214 D_real: 0.716 D_fake: 0.436 +(epoch: 3, iters: 8168, time: 0.304, data: 0.019) G_GAN: 1.124 G_L1: 3.612 D_real: 0.818 D_fake: 0.476 +(epoch: 3, iters: 8268, time: 0.294, data: 0.017) G_GAN: 1.185 G_L1: 4.095 D_real: 0.442 D_fake: 0.864 +(epoch: 3, iters: 8368, time: 0.411, data: 0.016) G_GAN: 1.407 G_L1: 3.449 D_real: 0.524 D_fake: 0.497 +(epoch: 3, iters: 8468, time: 0.304, data: 0.019) G_GAN: 2.048 G_L1: 5.271 D_real: 0.559 D_fake: 0.617 +(epoch: 3, iters: 8568, time: 0.295, data: 0.017) G_GAN: 1.064 G_L1: 4.069 D_real: 0.562 D_fake: 0.628 +(epoch: 3, iters: 8668, time: 0.301, data: 0.020) G_GAN: 0.867 G_L1: 2.614 D_real: 0.784 D_fake: 0.606 +(epoch: 3, iters: 8768, time: 0.419, data: 0.016) G_GAN: 1.096 G_L1: 3.778 D_real: 0.432 D_fake: 0.648 +(epoch: 3, iters: 8868, time: 0.295, data: 0.018) G_GAN: 1.281 G_L1: 4.074 D_real: 0.531 D_fake: 0.786 +(epoch: 3, iters: 8968, time: 0.296, data: 0.016) G_GAN: 0.913 G_L1: 4.122 D_real: 0.551 D_fake: 0.561 +(epoch: 3, iters: 9068, time: 0.300, data: 0.017) G_GAN: 0.963 G_L1: 5.820 D_real: 0.855 D_fake: 0.487 +(epoch: 3, iters: 9168, time: 0.417, data: 0.017) G_GAN: 1.423 G_L1: 4.686 D_real: 0.269 D_fake: 0.760 +(epoch: 3, iters: 9268, time: 0.308, data: 0.020) G_GAN: 1.267 G_L1: 3.494 D_real: 0.525 D_fake: 0.401 +(epoch: 3, iters: 9368, time: 0.300, data: 0.017) G_GAN: 1.548 G_L1: 4.493 D_real: 0.861 D_fake: 0.383 +(epoch: 3, iters: 9468, time: 0.287, data: 0.017) G_GAN: 1.830 G_L1: 4.028 D_real: 0.390 D_fake: 0.401 +(epoch: 3, iters: 9568, time: 0.428, data: 0.014) G_GAN: 1.317 G_L1: 3.461 D_real: 0.466 D_fake: 0.948 +(epoch: 3, iters: 9668, time: 0.292, data: 0.021) G_GAN: 1.627 G_L1: 4.459 D_real: 0.617 D_fake: 0.385 +(epoch: 3, iters: 9768, time: 0.306, data: 0.017) G_GAN: 1.545 G_L1: 3.607 D_real: 0.403 D_fake: 0.324 +(epoch: 3, iters: 9868, time: 0.293, data: 0.018) G_GAN: 1.194 G_L1: 3.263 D_real: 0.592 D_fake: 0.620 +(epoch: 3, iters: 9968, time: 0.522, data: 0.017) G_GAN: 1.451 G_L1: 4.043 D_real: 0.401 D_fake: 0.680 +(epoch: 3, iters: 10068, time: 0.300, data: 0.019) G_GAN: 0.990 G_L1: 3.156 D_real: 0.604 D_fake: 0.608 +(epoch: 3, iters: 10168, time: 0.294, data: 0.018) G_GAN: 1.286 G_L1: 3.333 D_real: 0.858 D_fake: 0.323 +(epoch: 3, iters: 10268, time: 0.297, data: 0.017) G_GAN: 1.455 G_L1: 4.337 D_real: 0.334 D_fake: 0.513 +(epoch: 3, iters: 10368, time: 0.422, data: 0.020) G_GAN: 1.251 G_L1: 3.160 D_real: 0.714 D_fake: 0.398 +(epoch: 3, iters: 10468, time: 0.291, data: 0.021) G_GAN: 1.128 G_L1: 2.832 D_real: 0.664 D_fake: 0.699 +(epoch: 3, iters: 10568, time: 0.300, data: 0.016) G_GAN: 1.586 G_L1: 2.757 D_real: 0.584 D_fake: 0.201 +(epoch: 3, iters: 10668, time: 0.294, data: 0.017) G_GAN: 1.446 G_L1: 3.425 D_real: 0.319 D_fake: 0.552 +(epoch: 3, iters: 10768, time: 0.379, data: 0.016) G_GAN: 1.196 G_L1: 3.414 D_real: 0.388 D_fake: 0.837 +(epoch: 3, iters: 10868, time: 0.294, data: 0.026) G_GAN: 1.759 G_L1: 3.557 D_real: 0.322 D_fake: 0.717 +(epoch: 3, iters: 10968, time: 0.301, data: 0.017) G_GAN: 1.246 G_L1: 2.640 D_real: 0.713 D_fake: 0.368 +(epoch: 3, iters: 11068, time: 0.298, data: 0.018) G_GAN: 1.393 G_L1: 3.413 D_real: 0.575 D_fake: 0.516 +(epoch: 3, iters: 11168, time: 0.396, data: 0.017) G_GAN: 1.148 G_L1: 3.049 D_real: 0.684 D_fake: 0.437 +(epoch: 3, iters: 11268, time: 0.296, data: 0.019) G_GAN: 1.523 G_L1: 3.701 D_real: 0.276 D_fake: 0.724 +(epoch: 3, iters: 11368, time: 0.302, data: 0.018) G_GAN: 1.098 G_L1: 3.090 D_real: 0.552 D_fake: 0.440 +(epoch: 3, iters: 11468, time: 0.292, data: 0.020) G_GAN: 1.216 G_L1: 2.951 D_real: 0.414 D_fake: 0.520 +(epoch: 3, iters: 11568, time: 0.404, data: 0.017) G_GAN: 1.200 G_L1: 3.437 D_real: 1.070 D_fake: 0.400 +(epoch: 3, iters: 11668, time: 0.304, data: 0.019) G_GAN: 1.336 G_L1: 3.217 D_real: 0.449 D_fake: 0.424 +(epoch: 3, iters: 11768, time: 0.297, data: 0.017) G_GAN: 1.464 G_L1: 3.514 D_real: 0.438 D_fake: 0.558 +(epoch: 3, iters: 11868, time: 0.304, data: 0.016) G_GAN: 1.755 G_L1: 4.224 D_real: 0.450 D_fake: 0.644 +(epoch: 3, iters: 11968, time: 0.523, data: 0.018) G_GAN: 1.421 G_L1: 4.575 D_real: 0.748 D_fake: 0.278 +(epoch: 3, iters: 12068, time: 0.300, data: 0.019) G_GAN: 1.213 G_L1: 4.216 D_real: 0.420 D_fake: 0.749 +(epoch: 3, iters: 12168, time: 0.292, data: 0.018) G_GAN: 1.138 G_L1: 3.342 D_real: 0.479 D_fake: 0.703 +(epoch: 3, iters: 12268, time: 0.292, data: 0.017) G_GAN: 1.099 G_L1: 2.529 D_real: 0.474 D_fake: 0.553 +(epoch: 3, iters: 12368, time: 0.393, data: 0.017) G_GAN: 0.878 G_L1: 2.940 D_real: 0.857 D_fake: 0.407 +(epoch: 3, iters: 12468, time: 0.286, data: 0.019) G_GAN: 1.128 G_L1: 3.467 D_real: 0.598 D_fake: 0.371 +(epoch: 3, iters: 12568, time: 0.292, data: 0.016) G_GAN: 1.959 G_L1: 5.346 D_real: 0.300 D_fake: 0.729 +(epoch: 3, iters: 12668, time: 0.291, data: 0.016) G_GAN: 1.137 G_L1: 2.997 D_real: 0.874 D_fake: 0.411 +(epoch: 3, iters: 12768, time: 0.406, data: 0.016) G_GAN: 1.058 G_L1: 3.268 D_real: 0.639 D_fake: 0.500 +(epoch: 3, iters: 12868, time: 0.294, data: 0.018) G_GAN: 1.325 G_L1: 3.984 D_real: 0.575 D_fake: 0.516 +(epoch: 3, iters: 12968, time: 0.298, data: 0.016) G_GAN: 1.877 G_L1: 5.000 D_real: 0.224 D_fake: 0.918 +(epoch: 3, iters: 13068, time: 0.286, data: 0.016) G_GAN: 1.092 G_L1: 2.423 D_real: 0.917 D_fake: 0.372 +(epoch: 3, iters: 13168, time: 0.414, data: 0.015) G_GAN: 1.078 G_L1: 5.965 D_real: 1.243 D_fake: 0.219 +(epoch: 3, iters: 13268, time: 0.300, data: 0.019) G_GAN: 1.209 G_L1: 3.556 D_real: 0.807 D_fake: 0.407 +(epoch: 3, iters: 13368, time: 0.291, data: 0.018) G_GAN: 1.006 G_L1: 4.799 D_real: 0.972 D_fake: 0.485 +(epoch: 3, iters: 13468, time: 0.296, data: 0.017) G_GAN: 1.267 G_L1: 2.878 D_real: 0.642 D_fake: 0.386 +(epoch: 3, iters: 13568, time: 0.403, data: 0.016) G_GAN: 1.368 G_L1: 4.106 D_real: 0.459 D_fake: 0.501 +(epoch: 3, iters: 13668, time: 0.300, data: 0.019) G_GAN: 1.194 G_L1: 3.045 D_real: 0.571 D_fake: 0.555 +(epoch: 3, iters: 13768, time: 0.302, data: 0.017) G_GAN: 1.153 G_L1: 3.269 D_real: 0.372 D_fake: 0.787 +(epoch: 3, iters: 13868, time: 0.302, data: 0.018) G_GAN: 1.255 G_L1: 3.947 D_real: 0.480 D_fake: 0.513 +(epoch: 3, iters: 13968, time: 0.552, data: 0.017) G_GAN: 1.301 G_L1: 3.375 D_real: 0.498 D_fake: 0.239 +(epoch: 3, iters: 14068, time: 0.289, data: 0.019) G_GAN: 1.368 G_L1: 3.600 D_real: 0.215 D_fake: 0.701 +(epoch: 3, iters: 14168, time: 0.297, data: 0.016) G_GAN: 1.047 G_L1: 4.951 D_real: 0.638 D_fake: 0.693 +(epoch: 3, iters: 14268, time: 0.292, data: 0.016) G_GAN: 1.071 G_L1: 4.259 D_real: 1.079 D_fake: 0.498 +(epoch: 3, iters: 14368, time: 0.382, data: 0.016) G_GAN: 1.031 G_L1: 2.996 D_real: 0.542 D_fake: 0.559 +(epoch: 3, iters: 14468, time: 0.300, data: 0.019) G_GAN: 1.640 G_L1: 3.793 D_real: 0.382 D_fake: 0.261 +(epoch: 3, iters: 14568, time: 0.299, data: 0.018) G_GAN: 1.401 G_L1: 3.892 D_real: 0.276 D_fake: 0.472 +(epoch: 3, iters: 14668, time: 0.308, data: 0.018) G_GAN: 1.204 G_L1: 3.432 D_real: 0.671 D_fake: 0.308 +(epoch: 3, iters: 14768, time: 0.415, data: 0.016) G_GAN: 0.908 G_L1: 3.546 D_real: 0.546 D_fake: 0.604 +(epoch: 3, iters: 14868, time: 0.308, data: 0.018) G_GAN: 1.710 G_L1: 3.766 D_real: 0.556 D_fake: 0.738 +(epoch: 3, iters: 14968, time: 0.296, data: 0.017) G_GAN: 1.278 G_L1: 3.520 D_real: 0.517 D_fake: 0.461 +(epoch: 3, iters: 15068, time: 0.289, data: 0.021) G_GAN: 0.913 G_L1: 3.369 D_real: 1.167 D_fake: 0.517 +(epoch: 3, iters: 15168, time: 0.408, data: 0.015) G_GAN: 1.284 G_L1: 2.743 D_real: 0.781 D_fake: 0.382 +(epoch: 3, iters: 15268, time: 0.293, data: 0.019) G_GAN: 1.609 G_L1: 6.903 D_real: 0.358 D_fake: 0.433 +(epoch: 3, iters: 15368, time: 0.307, data: 0.016) G_GAN: 1.310 G_L1: 2.756 D_real: 0.494 D_fake: 0.437 +(epoch: 3, iters: 15468, time: 0.301, data: 0.017) G_GAN: 1.480 G_L1: 2.453 D_real: 0.526 D_fake: 0.381 +(epoch: 3, iters: 15568, time: 0.402, data: 0.017) G_GAN: 1.597 G_L1: 4.504 D_real: 0.202 D_fake: 0.705 +(epoch: 3, iters: 15668, time: 0.298, data: 0.018) G_GAN: 1.357 G_L1: 4.399 D_real: 0.594 D_fake: 0.647 +(epoch: 3, iters: 15768, time: 0.294, data: 0.016) G_GAN: 0.985 G_L1: 3.729 D_real: 0.449 D_fake: 0.690 +(epoch: 3, iters: 15868, time: 0.294, data: 0.027) G_GAN: 0.991 G_L1: 2.931 D_real: 0.730 D_fake: 0.668 +(epoch: 3, iters: 15968, time: 0.508, data: 0.018) G_GAN: 1.187 G_L1: 4.200 D_real: 0.393 D_fake: 0.556 +(epoch: 3, iters: 16068, time: 0.304, data: 0.022) G_GAN: 1.054 G_L1: 4.204 D_real: 0.496 D_fake: 0.617 +(epoch: 3, iters: 16168, time: 0.301, data: 0.019) G_GAN: 1.043 G_L1: 5.310 D_real: 0.669 D_fake: 0.548 +(epoch: 3, iters: 16268, time: 0.304, data: 0.018) G_GAN: 1.083 G_L1: 3.182 D_real: 0.540 D_fake: 0.685 +(epoch: 3, iters: 16368, time: 0.407, data: 0.018) G_GAN: 1.230 G_L1: 3.664 D_real: 0.189 D_fake: 1.146 +(epoch: 3, iters: 16468, time: 0.290, data: 0.029) G_GAN: 1.113 G_L1: 4.606 D_real: 0.593 D_fake: 0.745 +(epoch: 3, iters: 16568, time: 0.303, data: 0.015) G_GAN: 1.237 G_L1: 3.289 D_real: 0.166 D_fake: 0.645 +(epoch: 3, iters: 16668, time: 0.292, data: 0.016) G_GAN: 1.091 G_L1: 4.172 D_real: 0.339 D_fake: 0.595 +(epoch: 3, iters: 16768, time: 0.403, data: 0.017) G_GAN: 1.289 G_L1: 3.086 D_real: 0.681 D_fake: 0.354 +(epoch: 3, iters: 16868, time: 0.300, data: 0.019) G_GAN: 1.089 G_L1: 3.043 D_real: 0.502 D_fake: 0.768 +(epoch: 3, iters: 16968, time: 0.301, data: 0.016) G_GAN: 1.420 G_L1: 4.585 D_real: 0.381 D_fake: 0.771 +(epoch: 3, iters: 17068, time: 0.310, data: 0.018) G_GAN: 1.158 G_L1: 2.633 D_real: 0.329 D_fake: 0.464 +(epoch: 3, iters: 17168, time: 0.410, data: 0.018) G_GAN: 1.301 G_L1: 3.181 D_real: 0.528 D_fake: 0.466 +(epoch: 3, iters: 17268, time: 0.293, data: 0.020) G_GAN: 1.478 G_L1: 4.442 D_real: 0.704 D_fake: 0.610 +(epoch: 3, iters: 17368, time: 0.299, data: 0.016) G_GAN: 1.425 G_L1: 4.269 D_real: 0.428 D_fake: 0.685 +(epoch: 3, iters: 17468, time: 0.294, data: 0.019) G_GAN: 1.240 G_L1: 8.188 D_real: 0.451 D_fake: 0.440 +(epoch: 3, iters: 17568, time: 0.428, data: 0.017) G_GAN: 1.647 G_L1: 4.001 D_real: 0.884 D_fake: 0.236 +(epoch: 3, iters: 17668, time: 0.305, data: 0.020) G_GAN: 1.109 G_L1: 3.499 D_real: 0.249 D_fake: 0.660 +(epoch: 3, iters: 17768, time: 0.296, data: 0.018) G_GAN: 1.461 G_L1: 3.372 D_real: 0.404 D_fake: 0.392 +(epoch: 3, iters: 17868, time: 0.304, data: 0.018) G_GAN: 1.132 G_L1: 2.468 D_real: 1.184 D_fake: 0.452 +(epoch: 3, iters: 17968, time: 0.538, data: 0.017) G_GAN: 1.282 G_L1: 5.656 D_real: 0.412 D_fake: 0.405 +(epoch: 3, iters: 18068, time: 0.304, data: 0.020) G_GAN: 1.051 G_L1: 3.575 D_real: 0.648 D_fake: 0.484 +(epoch: 3, iters: 18168, time: 0.304, data: 0.019) G_GAN: 1.615 G_L1: 4.030 D_real: 0.162 D_fake: 0.937 +(epoch: 3, iters: 18268, time: 0.303, data: 0.018) G_GAN: 1.177 G_L1: 6.421 D_real: 0.502 D_fake: 0.635 +(epoch: 3, iters: 18368, time: 0.416, data: 0.019) G_GAN: 1.564 G_L1: 4.223 D_real: 0.752 D_fake: 0.886 +(epoch: 3, iters: 18468, time: 0.300, data: 0.020) G_GAN: 1.315 G_L1: 4.502 D_real: 0.471 D_fake: 0.390 +(epoch: 3, iters: 18568, time: 0.295, data: 0.019) G_GAN: 1.154 G_L1: 3.336 D_real: 0.589 D_fake: 0.483 +(epoch: 3, iters: 18668, time: 0.303, data: 0.018) G_GAN: 1.458 G_L1: 5.509 D_real: 0.347 D_fake: 0.726 +(epoch: 3, iters: 18768, time: 0.423, data: 0.018) G_GAN: 1.568 G_L1: 3.654 D_real: 0.442 D_fake: 0.661 +(epoch: 3, iters: 18868, time: 0.298, data: 0.019) G_GAN: 1.061 G_L1: 3.127 D_real: 0.530 D_fake: 0.643 +(epoch: 3, iters: 18968, time: 0.301, data: 0.017) G_GAN: 1.178 G_L1: 3.606 D_real: 0.683 D_fake: 0.611 +(epoch: 3, iters: 19068, time: 0.301, data: 0.016) G_GAN: 0.805 G_L1: 3.582 D_real: 0.599 D_fake: 0.775 +(epoch: 3, iters: 19168, time: 0.390, data: 0.017) G_GAN: 1.052 G_L1: 3.775 D_real: 0.539 D_fake: 0.545 +(epoch: 3, iters: 19268, time: 0.302, data: 0.019) G_GAN: 1.258 G_L1: 2.072 D_real: 0.679 D_fake: 0.344 +(epoch: 3, iters: 19368, time: 0.295, data: 0.018) G_GAN: 1.133 G_L1: 2.982 D_real: 0.859 D_fake: 0.530 +(epoch: 3, iters: 19468, time: 0.300, data: 0.017) G_GAN: 1.701 G_L1: 3.297 D_real: 0.317 D_fake: 0.304 +(epoch: 3, iters: 19568, time: 0.402, data: 0.017) G_GAN: 1.215 G_L1: 2.870 D_real: 0.729 D_fake: 0.712 +(epoch: 3, iters: 19668, time: 0.295, data: 0.019) G_GAN: 1.329 G_L1: 3.248 D_real: 0.472 D_fake: 1.067 +(epoch: 3, iters: 19768, time: 0.305, data: 0.017) G_GAN: 1.854 G_L1: 5.851 D_real: 0.194 D_fake: 0.489 +(epoch: 3, iters: 19868, time: 0.298, data: 0.017) G_GAN: 1.276 G_L1: 2.318 D_real: 0.814 D_fake: 0.411 +(epoch: 3, iters: 19968, time: 0.545, data: 0.017) G_GAN: 0.741 G_L1: 5.935 D_real: 0.362 D_fake: 1.021 +(epoch: 3, iters: 20068, time: 0.295, data: 0.020) G_GAN: 1.425 G_L1: 5.892 D_real: 0.617 D_fake: 0.354 +(epoch: 3, iters: 20168, time: 0.305, data: 0.017) G_GAN: 1.199 G_L1: 4.171 D_real: 0.641 D_fake: 0.380 +(epoch: 3, iters: 20268, time: 0.295, data: 0.018) G_GAN: 0.888 G_L1: 3.065 D_real: 0.752 D_fake: 0.483 +(epoch: 3, iters: 20368, time: 0.430, data: 0.025) G_GAN: 1.176 G_L1: 3.554 D_real: 0.578 D_fake: 0.483 +(epoch: 3, iters: 20468, time: 0.306, data: 0.020) G_GAN: 1.358 G_L1: 3.501 D_real: 0.657 D_fake: 0.623 +(epoch: 3, iters: 20568, time: 0.294, data: 0.018) G_GAN: 1.276 G_L1: 3.414 D_real: 0.597 D_fake: 0.452 +(epoch: 3, iters: 20668, time: 0.300, data: 0.019) G_GAN: 1.237 G_L1: 3.424 D_real: 0.875 D_fake: 0.287 +(epoch: 3, iters: 20768, time: 0.418, data: 0.018) G_GAN: 1.472 G_L1: 4.497 D_real: 0.250 D_fake: 0.395 +(epoch: 3, iters: 20868, time: 0.295, data: 0.020) G_GAN: 1.034 G_L1: 1.468 D_real: 0.872 D_fake: 0.369 +(epoch: 3, iters: 20968, time: 0.299, data: 0.018) G_GAN: 1.055 G_L1: 3.826 D_real: 0.882 D_fake: 0.359 +(epoch: 3, iters: 21068, time: 0.307, data: 0.017) G_GAN: 1.150 G_L1: 3.673 D_real: 0.426 D_fake: 0.596 +(epoch: 3, iters: 21168, time: 0.422, data: 0.017) G_GAN: 1.728 G_L1: 4.260 D_real: 0.240 D_fake: 0.780 +(epoch: 3, iters: 21268, time: 0.298, data: 0.020) G_GAN: 0.960 G_L1: 2.690 D_real: 0.597 D_fake: 0.756 +(epoch: 3, iters: 21368, time: 0.293, data: 0.017) G_GAN: 1.303 G_L1: 5.300 D_real: 0.836 D_fake: 0.359 +(epoch: 3, iters: 21468, time: 0.302, data: 0.017) G_GAN: 1.349 G_L1: 4.067 D_real: 0.646 D_fake: 0.211 +(epoch: 3, iters: 21568, time: 0.401, data: 0.019) G_GAN: 1.306 G_L1: 3.074 D_real: 0.425 D_fake: 0.469 +(epoch: 3, iters: 21668, time: 0.296, data: 0.019) G_GAN: 2.040 G_L1: 2.572 D_real: 0.951 D_fake: 0.151 +(epoch: 3, iters: 21768, time: 0.295, data: 0.018) G_GAN: 1.256 G_L1: 4.157 D_real: 0.257 D_fake: 0.688 +(epoch: 3, iters: 21868, time: 0.301, data: 0.016) G_GAN: 1.327 G_L1: 3.865 D_real: 0.792 D_fake: 0.478 +(epoch: 3, iters: 21968, time: 0.529, data: 0.015) G_GAN: 1.008 G_L1: 2.608 D_real: 0.550 D_fake: 0.574 +(epoch: 3, iters: 22068, time: 0.303, data: 0.017) G_GAN: 1.647 G_L1: 6.450 D_real: 0.598 D_fake: 0.551 +(epoch: 3, iters: 22168, time: 0.303, data: 0.017) G_GAN: 0.853 G_L1: 3.230 D_real: 0.655 D_fake: 0.883 +(epoch: 3, iters: 22268, time: 0.300, data: 0.017) G_GAN: 1.930 G_L1: 5.014 D_real: 0.271 D_fake: 0.478 +(epoch: 3, iters: 22368, time: 0.393, data: 0.017) G_GAN: 1.011 G_L1: 3.107 D_real: 0.540 D_fake: 0.467 +(epoch: 3, iters: 22468, time: 0.302, data: 0.019) G_GAN: 1.059 G_L1: 3.238 D_real: 1.260 D_fake: 0.495 +(epoch: 3, iters: 22568, time: 0.300, data: 0.019) G_GAN: 0.982 G_L1: 2.720 D_real: 0.902 D_fake: 0.370 +(epoch: 3, iters: 22668, time: 0.303, data: 0.017) G_GAN: 1.680 G_L1: 4.888 D_real: 0.442 D_fake: 0.321 +(epoch: 3, iters: 22768, time: 0.409, data: 0.021) G_GAN: 0.871 G_L1: 2.138 D_real: 0.527 D_fake: 0.726 +(epoch: 3, iters: 22868, time: 0.303, data: 0.020) G_GAN: 1.208 G_L1: 3.232 D_real: 0.528 D_fake: 0.522 +(epoch: 3, iters: 22968, time: 0.297, data: 0.018) G_GAN: 1.666 G_L1: 2.894 D_real: 0.457 D_fake: 0.512 +(epoch: 3, iters: 23068, time: 0.301, data: 0.016) G_GAN: 0.819 G_L1: 3.053 D_real: 0.934 D_fake: 0.386 +(epoch: 3, iters: 23168, time: 0.420, data: 0.017) G_GAN: 1.819 G_L1: 4.436 D_real: 0.203 D_fake: 1.274 +(epoch: 3, iters: 23268, time: 0.295, data: 0.019) G_GAN: 1.573 G_L1: 4.342 D_real: 0.561 D_fake: 0.481 +(epoch: 3, iters: 23368, time: 0.304, data: 0.019) G_GAN: 1.159 G_L1: 4.066 D_real: 0.758 D_fake: 0.489 +(epoch: 3, iters: 23468, time: 0.296, data: 0.017) G_GAN: 1.070 G_L1: 3.351 D_real: 0.621 D_fake: 0.370 +(epoch: 3, iters: 23568, time: 0.376, data: 0.019) G_GAN: 1.073 G_L1: 3.147 D_real: 0.359 D_fake: 0.910 +(epoch: 3, iters: 23668, time: 0.297, data: 0.018) G_GAN: 1.156 G_L1: 3.769 D_real: 0.562 D_fake: 0.468 +(epoch: 3, iters: 23768, time: 0.286, data: 0.017) G_GAN: 1.435 G_L1: 4.814 D_real: 0.720 D_fake: 0.434 +(epoch: 3, iters: 23868, time: 0.281, data: 0.017) G_GAN: 2.015 G_L1: 4.917 D_real: 0.324 D_fake: 0.468 +(epoch: 3, iters: 23968, time: 0.488, data: 0.015) G_GAN: 1.108 G_L1: 3.017 D_real: 0.920 D_fake: 0.349 +(epoch: 3, iters: 24068, time: 0.294, data: 0.020) G_GAN: 1.192 G_L1: 3.918 D_real: 0.456 D_fake: 0.664 +(epoch: 3, iters: 24168, time: 0.294, data: 0.017) G_GAN: 0.941 G_L1: 2.738 D_real: 0.754 D_fake: 0.492 +(epoch: 3, iters: 24268, time: 0.297, data: 0.017) G_GAN: 1.242 G_L1: 2.823 D_real: 0.451 D_fake: 0.466 +(epoch: 3, iters: 24368, time: 0.428, data: 0.017) G_GAN: 1.655 G_L1: 4.358 D_real: 0.843 D_fake: 0.544 +(epoch: 3, iters: 24468, time: 0.292, data: 0.018) G_GAN: 0.982 G_L1: 3.585 D_real: 1.401 D_fake: 0.317 +(epoch: 3, iters: 24568, time: 0.301, data: 0.017) G_GAN: 1.351 G_L1: 4.054 D_real: 0.538 D_fake: 0.738 +(epoch: 3, iters: 24668, time: 0.303, data: 0.017) G_GAN: 1.012 G_L1: 2.826 D_real: 0.698 D_fake: 0.480 +(epoch: 3, iters: 24768, time: 0.386, data: 0.016) G_GAN: 1.071 G_L1: 2.255 D_real: 0.475 D_fake: 0.544 +(epoch: 3, iters: 24868, time: 0.303, data: 0.019) G_GAN: 1.051 G_L1: 4.308 D_real: 0.435 D_fake: 0.932 +(epoch: 3, iters: 24968, time: 0.293, data: 0.016) G_GAN: 1.495 G_L1: 3.212 D_real: 0.439 D_fake: 0.412 +(epoch: 3, iters: 25068, time: 0.293, data: 0.018) G_GAN: 1.095 G_L1: 2.579 D_real: 0.544 D_fake: 0.704 +(epoch: 3, iters: 25168, time: 0.419, data: 0.017) G_GAN: 1.208 G_L1: 4.197 D_real: 0.625 D_fake: 0.572 +(epoch: 3, iters: 25268, time: 0.295, data: 0.018) G_GAN: 1.443 G_L1: 3.935 D_real: 0.510 D_fake: 0.346 +(epoch: 3, iters: 25368, time: 0.290, data: 0.017) G_GAN: 2.592 G_L1: 4.417 D_real: 0.375 D_fake: 1.133 +(epoch: 3, iters: 25468, time: 0.300, data: 0.021) G_GAN: 1.250 G_L1: 3.947 D_real: 0.883 D_fake: 0.337 +(epoch: 3, iters: 25568, time: 0.412, data: 0.021) G_GAN: 1.828 G_L1: 3.903 D_real: 0.357 D_fake: 0.921 +(epoch: 3, iters: 25668, time: 0.289, data: 0.019) G_GAN: 1.018 G_L1: 2.938 D_real: 0.465 D_fake: 0.438 +(epoch: 3, iters: 25768, time: 0.298, data: 0.016) G_GAN: 1.845 G_L1: 5.721 D_real: 1.105 D_fake: 0.516 +(epoch: 3, iters: 25868, time: 0.289, data: 0.017) G_GAN: 0.803 G_L1: 4.206 D_real: 1.032 D_fake: 0.457 +(epoch: 3, iters: 25968, time: 0.512, data: 0.017) G_GAN: 1.514 G_L1: 3.032 D_real: 0.213 D_fake: 0.458 +(epoch: 3, iters: 26068, time: 0.299, data: 0.018) G_GAN: 1.520 G_L1: 3.410 D_real: 0.488 D_fake: 0.791 +(epoch: 3, iters: 26168, time: 0.289, data: 0.020) G_GAN: 0.947 G_L1: 3.091 D_real: 1.003 D_fake: 0.405 +(epoch: 3, iters: 26268, time: 0.294, data: 0.014) G_GAN: 1.539 G_L1: 3.449 D_real: 0.192 D_fake: 0.610 +(epoch: 3, iters: 26368, time: 0.403, data: 0.017) G_GAN: 0.794 G_L1: 4.743 D_real: 0.681 D_fake: 0.505 +(epoch: 3, iters: 26468, time: 0.303, data: 0.018) G_GAN: 1.298 G_L1: 3.090 D_real: 0.290 D_fake: 0.729 +(epoch: 3, iters: 26568, time: 0.301, data: 0.016) G_GAN: 1.151 G_L1: 3.139 D_real: 0.434 D_fake: 0.444 +(epoch: 3, iters: 26668, time: 0.297, data: 0.016) G_GAN: 1.096 G_L1: 2.820 D_real: 0.319 D_fake: 0.606 +(epoch: 3, iters: 26768, time: 0.419, data: 0.017) G_GAN: 1.663 G_L1: 3.652 D_real: 0.510 D_fake: 0.567 +(epoch: 3, iters: 26868, time: 0.304, data: 0.020) G_GAN: 1.074 G_L1: 4.386 D_real: 0.958 D_fake: 0.397 +(epoch: 3, iters: 26968, time: 0.306, data: 0.018) G_GAN: 1.613 G_L1: 3.850 D_real: 0.302 D_fake: 0.521 +(epoch: 3, iters: 27068, time: 0.302, data: 0.017) G_GAN: 1.423 G_L1: 5.056 D_real: 0.626 D_fake: 0.604 +(epoch: 3, iters: 27168, time: 0.387, data: 0.018) G_GAN: 1.284 G_L1: 3.689 D_real: 0.754 D_fake: 0.556 +(epoch: 3, iters: 27268, time: 0.297, data: 0.017) G_GAN: 1.119 G_L1: 3.246 D_real: 0.723 D_fake: 0.340 +(epoch: 3, iters: 27368, time: 0.300, data: 0.018) G_GAN: 1.568 G_L1: 3.508 D_real: 0.812 D_fake: 0.313 +(epoch: 3, iters: 27468, time: 0.294, data: 0.018) G_GAN: 1.351 G_L1: 4.236 D_real: 0.331 D_fake: 0.659 +(epoch: 3, iters: 27568, time: 0.385, data: 0.017) G_GAN: 1.041 G_L1: 3.327 D_real: 0.879 D_fake: 0.500 +(epoch: 3, iters: 27668, time: 0.300, data: 0.020) G_GAN: 1.613 G_L1: 3.130 D_real: 0.411 D_fake: 0.791 +(epoch: 3, iters: 27768, time: 0.297, data: 0.019) G_GAN: 1.878 G_L1: 4.196 D_real: 0.286 D_fake: 0.562 +(epoch: 3, iters: 27868, time: 0.302, data: 0.017) G_GAN: 1.204 G_L1: 3.611 D_real: 0.617 D_fake: 0.494 +(epoch: 3, iters: 27968, time: 0.538, data: 0.017) G_GAN: 1.234 G_L1: 3.561 D_real: 0.499 D_fake: 0.579 +(epoch: 3, iters: 28068, time: 0.302, data: 0.020) G_GAN: 1.078 G_L1: 4.418 D_real: 0.540 D_fake: 0.709 +(epoch: 3, iters: 28168, time: 0.290, data: 0.018) G_GAN: 0.996 G_L1: 3.014 D_real: 0.491 D_fake: 0.472 +(epoch: 3, iters: 28268, time: 0.302, data: 0.016) G_GAN: 1.111 G_L1: 3.918 D_real: 0.950 D_fake: 0.473 +(epoch: 3, iters: 28368, time: 0.387, data: 0.019) G_GAN: 1.179 G_L1: 3.532 D_real: 0.165 D_fake: 0.783 +(epoch: 3, iters: 28468, time: 0.287, data: 0.018) G_GAN: 1.472 G_L1: 3.997 D_real: 0.539 D_fake: 0.518 +(epoch: 3, iters: 28568, time: 0.298, data: 0.015) G_GAN: 1.386 G_L1: 4.702 D_real: 0.235 D_fake: 0.741 +(epoch: 3, iters: 28668, time: 0.295, data: 0.016) G_GAN: 1.334 G_L1: 3.712 D_real: 0.636 D_fake: 0.455 +(epoch: 3, iters: 28768, time: 0.398, data: 0.017) G_GAN: 1.081 G_L1: 3.520 D_real: 0.729 D_fake: 0.390 +(epoch: 3, iters: 28868, time: 0.295, data: 0.019) G_GAN: 1.019 G_L1: 3.965 D_real: 1.094 D_fake: 0.603 +(epoch: 3, iters: 28968, time: 0.293, data: 0.017) G_GAN: 0.956 G_L1: 3.534 D_real: 0.777 D_fake: 0.573 +(epoch: 3, iters: 29068, time: 0.292, data: 0.016) G_GAN: 1.138 G_L1: 3.560 D_real: 0.351 D_fake: 0.582 +(epoch: 3, iters: 29168, time: 0.411, data: 0.019) G_GAN: 1.344 G_L1: 4.497 D_real: 0.285 D_fake: 0.630 +(epoch: 3, iters: 29268, time: 0.299, data: 0.020) G_GAN: 1.222 G_L1: 3.365 D_real: 0.767 D_fake: 0.401 +(epoch: 3, iters: 29368, time: 0.294, data: 0.022) G_GAN: 3.386 G_L1: 6.550 D_real: 0.139 D_fake: 1.090 +(epoch: 3, iters: 29468, time: 0.290, data: 0.016) G_GAN: 1.267 G_L1: 4.097 D_real: 0.515 D_fake: 0.532 +(epoch: 3, iters: 29568, time: 0.375, data: 0.017) G_GAN: 1.172 G_L1: 3.862 D_real: 1.099 D_fake: 0.433 +(epoch: 3, iters: 29668, time: 0.306, data: 0.018) G_GAN: 1.232 G_L1: 6.379 D_real: 0.667 D_fake: 0.385 +(epoch: 3, iters: 29768, time: 0.299, data: 0.017) G_GAN: 2.162 G_L1: 3.442 D_real: 0.133 D_fake: 1.523 +(epoch: 3, iters: 29868, time: 0.304, data: 0.016) G_GAN: 1.159 G_L1: 4.134 D_real: 0.655 D_fake: 0.360 +(epoch: 3, iters: 29968, time: 0.520, data: 0.018) G_GAN: 1.169 G_L1: 4.068 D_real: 0.584 D_fake: 0.669 +(epoch: 3, iters: 30068, time: 0.298, data: 0.019) G_GAN: 1.278 G_L1: 3.176 D_real: 0.545 D_fake: 0.406 +(epoch: 3, iters: 30168, time: 0.300, data: 0.018) G_GAN: 1.417 G_L1: 2.755 D_real: 0.349 D_fake: 0.448 +(epoch: 3, iters: 30268, time: 0.298, data: 0.017) G_GAN: 1.520 G_L1: 4.568 D_real: 0.311 D_fake: 0.491 +(epoch: 3, iters: 30368, time: 0.428, data: 0.017) G_GAN: 1.872 G_L1: 4.922 D_real: 0.345 D_fake: 0.460 +(epoch: 3, iters: 30468, time: 0.293, data: 0.020) G_GAN: 1.151 G_L1: 3.426 D_real: 0.997 D_fake: 0.302 +(epoch: 3, iters: 30568, time: 0.305, data: 0.017) G_GAN: 0.960 G_L1: 3.202 D_real: 0.649 D_fake: 0.802 +(epoch: 3, iters: 30668, time: 0.293, data: 0.017) G_GAN: 1.401 G_L1: 4.204 D_real: 0.464 D_fake: 0.819 +(epoch: 3, iters: 30768, time: 0.422, data: 0.015) G_GAN: 1.617 G_L1: 3.803 D_real: 0.249 D_fake: 0.613 +(epoch: 3, iters: 30868, time: 0.304, data: 0.019) G_GAN: 1.358 G_L1: 3.542 D_real: 0.602 D_fake: 0.394 +(epoch: 3, iters: 30968, time: 0.301, data: 0.017) G_GAN: 1.014 G_L1: 3.415 D_real: 0.477 D_fake: 0.510 +(epoch: 3, iters: 31068, time: 0.303, data: 0.020) G_GAN: 1.543 G_L1: 3.717 D_real: 1.339 D_fake: 0.150 +(epoch: 3, iters: 31168, time: 0.418, data: 0.017) G_GAN: 1.420 G_L1: 3.759 D_real: 0.347 D_fake: 0.480 +(epoch: 3, iters: 31268, time: 0.303, data: 0.020) G_GAN: 1.056 G_L1: 3.279 D_real: 0.542 D_fake: 0.603 +(epoch: 3, iters: 31368, time: 0.298, data: 0.018) G_GAN: 1.556 G_L1: 4.373 D_real: 0.824 D_fake: 0.305 +(epoch: 3, iters: 31468, time: 0.302, data: 0.017) G_GAN: 1.654 G_L1: 5.090 D_real: 0.433 D_fake: 0.584 +(epoch: 3, iters: 31568, time: 0.406, data: 0.017) G_GAN: 1.158 G_L1: 3.331 D_real: 0.496 D_fake: 0.539 +(epoch: 3, iters: 31668, time: 0.301, data: 0.019) G_GAN: 1.204 G_L1: 2.966 D_real: 0.588 D_fake: 0.538 +(epoch: 3, iters: 31768, time: 0.300, data: 0.019) G_GAN: 1.189 G_L1: 2.835 D_real: 0.507 D_fake: 0.667 +(epoch: 3, iters: 31868, time: 0.302, data: 0.017) G_GAN: 1.072 G_L1: 3.274 D_real: 0.543 D_fake: 0.566 +(epoch: 3, iters: 31968, time: 0.516, data: 0.016) G_GAN: 1.128 G_L1: 3.230 D_real: 0.695 D_fake: 0.524 +(epoch: 3, iters: 32068, time: 0.299, data: 0.018) G_GAN: 0.866 G_L1: 4.143 D_real: 0.297 D_fake: 0.748 +(epoch: 3, iters: 32168, time: 0.305, data: 0.018) G_GAN: 1.448 G_L1: 3.014 D_real: 0.471 D_fake: 0.430 +(epoch: 3, iters: 32268, time: 0.303, data: 0.018) G_GAN: 1.048 G_L1: 3.246 D_real: 0.749 D_fake: 0.454 +(epoch: 3, iters: 32368, time: 0.398, data: 0.017) G_GAN: 1.033 G_L1: 3.449 D_real: 0.619 D_fake: 0.468 +(epoch: 3, iters: 32468, time: 0.295, data: 0.019) G_GAN: 1.209 G_L1: 3.575 D_real: 0.578 D_fake: 0.746 +(epoch: 3, iters: 32568, time: 0.298, data: 0.017) G_GAN: 3.331 G_L1: 5.480 D_real: 0.113 D_fake: 1.344 +(epoch: 3, iters: 32668, time: 0.296, data: 0.017) G_GAN: 1.060 G_L1: 3.875 D_real: 0.782 D_fake: 0.484 +(epoch: 3, iters: 32768, time: 0.422, data: 0.019) G_GAN: 1.218 G_L1: 4.649 D_real: 0.463 D_fake: 0.436 +(epoch: 3, iters: 32868, time: 0.287, data: 0.019) G_GAN: 1.965 G_L1: 4.722 D_real: 0.348 D_fake: 0.674 +(epoch: 3, iters: 32968, time: 0.301, data: 0.016) G_GAN: 1.330 G_L1: 3.616 D_real: 0.494 D_fake: 0.561 +(epoch: 3, iters: 33068, time: 0.305, data: 0.016) G_GAN: 1.270 G_L1: 2.592 D_real: 0.739 D_fake: 0.434 +(epoch: 3, iters: 33168, time: 0.415, data: 0.017) G_GAN: 1.023 G_L1: 3.679 D_real: 0.552 D_fake: 0.624 +(epoch: 3, iters: 33268, time: 0.295, data: 0.020) G_GAN: 1.331 G_L1: 4.094 D_real: 0.177 D_fake: 0.944 +(epoch: 3, iters: 33368, time: 0.300, data: 0.017) G_GAN: 1.065 G_L1: 3.281 D_real: 0.578 D_fake: 0.578 +(epoch: 3, iters: 33468, time: 0.304, data: 0.017) G_GAN: 1.301 G_L1: 3.311 D_real: 0.482 D_fake: 0.474 +(epoch: 3, iters: 33568, time: 0.417, data: 0.017) G_GAN: 1.213 G_L1: 3.394 D_real: 0.786 D_fake: 0.387 +(epoch: 3, iters: 33668, time: 0.295, data: 0.019) G_GAN: 1.695 G_L1: 6.508 D_real: 0.233 D_fake: 0.816 +(epoch: 3, iters: 33768, time: 0.302, data: 0.016) G_GAN: 1.443 G_L1: 4.021 D_real: 0.665 D_fake: 0.560 +(epoch: 3, iters: 33868, time: 0.298, data: 0.017) G_GAN: 1.476 G_L1: 10.508 D_real: 0.711 D_fake: 0.220 +(epoch: 3, iters: 33968, time: 0.533, data: 0.017) G_GAN: 1.416 G_L1: 5.180 D_real: 0.530 D_fake: 0.436 +(epoch: 3, iters: 34068, time: 0.303, data: 0.019) G_GAN: 1.846 G_L1: 4.387 D_real: 0.256 D_fake: 0.393 +(epoch: 3, iters: 34168, time: 0.303, data: 0.017) G_GAN: 1.214 G_L1: 2.429 D_real: 0.640 D_fake: 0.396 +(epoch: 3, iters: 34268, time: 0.302, data: 0.017) G_GAN: 1.394 G_L1: 3.929 D_real: 0.383 D_fake: 0.489 +(epoch: 3, iters: 34368, time: 0.413, data: 0.017) G_GAN: 1.355 G_L1: 3.394 D_real: 0.411 D_fake: 0.770 +(epoch: 3, iters: 34468, time: 0.298, data: 0.019) G_GAN: 1.418 G_L1: 4.602 D_real: 0.466 D_fake: 0.399 +(epoch: 3, iters: 34568, time: 0.295, data: 0.017) G_GAN: 1.078 G_L1: 3.553 D_real: 0.550 D_fake: 0.516 +(epoch: 3, iters: 34668, time: 0.294, data: 0.016) G_GAN: 0.996 G_L1: 2.575 D_real: 0.515 D_fake: 0.521 +(epoch: 3, iters: 34768, time: 0.387, data: 0.016) G_GAN: 1.320 G_L1: 4.534 D_real: 0.741 D_fake: 0.269 +(epoch: 3, iters: 34868, time: 0.302, data: 0.018) G_GAN: 1.379 G_L1: 10.916 D_real: 0.525 D_fake: 0.440 +(epoch: 3, iters: 34968, time: 0.307, data: 0.016) G_GAN: 1.171 G_L1: 2.920 D_real: 0.385 D_fake: 0.541 +(epoch: 3, iters: 35068, time: 0.289, data: 0.020) G_GAN: 1.224 G_L1: 3.145 D_real: 0.694 D_fake: 0.290 +(epoch: 3, iters: 35168, time: 0.408, data: 0.015) G_GAN: 1.617 G_L1: 3.580 D_real: 0.955 D_fake: 0.241 +(epoch: 3, iters: 35268, time: 0.301, data: 0.019) G_GAN: 1.116 G_L1: 4.539 D_real: 0.394 D_fake: 0.732 +(epoch: 3, iters: 35368, time: 0.304, data: 0.018) G_GAN: 0.939 G_L1: 3.197 D_real: 0.696 D_fake: 0.391 +(epoch: 3, iters: 35468, time: 0.295, data: 0.017) G_GAN: 0.952 G_L1: 2.044 D_real: 0.777 D_fake: 0.505 +(epoch: 3, iters: 35568, time: 0.417, data: 0.019) G_GAN: 1.282 G_L1: 5.076 D_real: 0.788 D_fake: 0.635 +(epoch: 3, iters: 35668, time: 0.297, data: 0.019) G_GAN: 1.734 G_L1: 3.811 D_real: 0.281 D_fake: 0.816 +(epoch: 3, iters: 35768, time: 0.297, data: 0.017) G_GAN: 1.073 G_L1: 3.339 D_real: 0.636 D_fake: 0.441 +(epoch: 3, iters: 35868, time: 0.296, data: 0.016) G_GAN: 1.484 G_L1: 2.416 D_real: 1.020 D_fake: 0.275 +(epoch: 3, iters: 35968, time: 0.483, data: 0.016) G_GAN: 0.946 G_L1: 3.508 D_real: 0.813 D_fake: 0.602 +(epoch: 3, iters: 36068, time: 0.297, data: 0.018) G_GAN: 1.538 G_L1: 3.554 D_real: 0.824 D_fake: 0.290 +(epoch: 3, iters: 36168, time: 0.299, data: 0.017) G_GAN: 1.395 G_L1: 4.491 D_real: 0.442 D_fake: 0.537 +(epoch: 3, iters: 36268, time: 0.295, data: 0.017) G_GAN: 1.361 G_L1: 3.193 D_real: 0.918 D_fake: 0.407 +(epoch: 3, iters: 36368, time: 0.384, data: 0.017) G_GAN: 1.469 G_L1: 3.610 D_real: 0.201 D_fake: 0.921 +(epoch: 3, iters: 36468, time: 0.297, data: 0.019) G_GAN: 1.104 G_L1: 3.772 D_real: 0.741 D_fake: 0.663 +(epoch: 3, iters: 36568, time: 0.296, data: 0.016) G_GAN: 1.610 G_L1: 3.562 D_real: 0.463 D_fake: 0.462 +(epoch: 3, iters: 36668, time: 0.301, data: 0.017) G_GAN: 1.102 G_L1: 5.240 D_real: 0.776 D_fake: 0.494 +(epoch: 3, iters: 36768, time: 0.422, data: 0.017) G_GAN: 1.256 G_L1: 2.800 D_real: 0.286 D_fake: 0.747 +(epoch: 3, iters: 36868, time: 0.301, data: 0.019) G_GAN: 1.299 G_L1: 2.977 D_real: 0.400 D_fake: 0.520 +(epoch: 3, iters: 36968, time: 0.301, data: 0.017) G_GAN: 1.513 G_L1: 3.062 D_real: 1.153 D_fake: 0.247 +(epoch: 3, iters: 37068, time: 0.290, data: 0.017) G_GAN: 1.297 G_L1: 3.470 D_real: 0.319 D_fake: 0.623 +(epoch: 3, iters: 37168, time: 0.405, data: 0.014) G_GAN: 1.084 G_L1: 2.020 D_real: 0.419 D_fake: 0.554 +(epoch: 3, iters: 37268, time: 0.304, data: 0.019) G_GAN: 1.429 G_L1: 4.361 D_real: 0.241 D_fake: 0.854 +(epoch: 3, iters: 37368, time: 0.300, data: 0.016) G_GAN: 1.491 G_L1: 3.250 D_real: 0.392 D_fake: 0.776 +(epoch: 3, iters: 37468, time: 0.304, data: 0.016) G_GAN: 1.139 G_L1: 4.269 D_real: 0.663 D_fake: 0.359 +(epoch: 3, iters: 37568, time: 0.409, data: 0.016) G_GAN: 1.579 G_L1: 4.333 D_real: 0.313 D_fake: 0.437 +(epoch: 3, iters: 37668, time: 0.298, data: 0.018) G_GAN: 1.511 G_L1: 4.763 D_real: 0.580 D_fake: 0.220 +(epoch: 3, iters: 37768, time: 0.304, data: 0.015) G_GAN: 1.640 G_L1: 3.501 D_real: 0.233 D_fake: 0.641 +(epoch: 3, iters: 37868, time: 0.305, data: 0.017) G_GAN: 1.171 G_L1: 3.305 D_real: 0.855 D_fake: 0.361 +(epoch: 3, iters: 37968, time: 0.488, data: 0.016) G_GAN: 1.408 G_L1: 3.734 D_real: 0.664 D_fake: 0.430 +(epoch: 3, iters: 38068, time: 0.282, data: 0.018) G_GAN: 2.118 G_L1: 4.640 D_real: 0.431 D_fake: 0.197 +(epoch: 3, iters: 38168, time: 0.294, data: 0.014) G_GAN: 1.338 G_L1: 3.117 D_real: 1.112 D_fake: 0.294 +(epoch: 3, iters: 38268, time: 0.306, data: 0.016) G_GAN: 0.883 G_L1: 3.339 D_real: 1.110 D_fake: 0.414 +(epoch: 3, iters: 38368, time: 0.408, data: 0.016) G_GAN: 1.486 G_L1: 3.569 D_real: 0.821 D_fake: 0.592 +(epoch: 3, iters: 38468, time: 0.302, data: 0.019) G_GAN: 1.754 G_L1: 5.183 D_real: 0.437 D_fake: 0.962 +(epoch: 3, iters: 38568, time: 0.299, data: 0.018) G_GAN: 1.586 G_L1: 6.618 D_real: 0.072 D_fake: 1.399 +(epoch: 3, iters: 38668, time: 0.293, data: 0.016) G_GAN: 1.934 G_L1: 3.788 D_real: 0.242 D_fake: 0.372 +(epoch: 3, iters: 38768, time: 0.416, data: 0.016) G_GAN: 1.787 G_L1: 3.275 D_real: 0.903 D_fake: 0.161 +(epoch: 3, iters: 38868, time: 0.298, data: 0.019) G_GAN: 1.124 G_L1: 3.823 D_real: 0.678 D_fake: 0.526 +(epoch: 3, iters: 38968, time: 0.302, data: 0.017) G_GAN: 1.341 G_L1: 5.083 D_real: 0.707 D_fake: 0.317 +(epoch: 3, iters: 39068, time: 0.294, data: 0.017) G_GAN: 1.595 G_L1: 3.648 D_real: 0.964 D_fake: 0.322 +(epoch: 3, iters: 39168, time: 0.401, data: 0.016) G_GAN: 1.079 G_L1: 3.320 D_real: 0.454 D_fake: 0.892 +(epoch: 3, iters: 39268, time: 0.300, data: 0.018) G_GAN: 1.605 G_L1: 4.622 D_real: 0.248 D_fake: 0.445 +(epoch: 3, iters: 39368, time: 0.301, data: 0.017) G_GAN: 1.419 G_L1: 3.236 D_real: 0.401 D_fake: 0.573 +(epoch: 3, iters: 39468, time: 0.303, data: 0.018) G_GAN: 1.244 G_L1: 3.975 D_real: 0.525 D_fake: 0.370 +(epoch: 3, iters: 39568, time: 0.420, data: 0.017) G_GAN: 1.892 G_L1: 4.338 D_real: 0.258 D_fake: 0.521 +(epoch: 3, iters: 39668, time: 0.301, data: 0.019) G_GAN: 1.580 G_L1: 4.824 D_real: 0.229 D_fake: 0.474 +(epoch: 3, iters: 39768, time: 0.307, data: 0.018) G_GAN: 1.489 G_L1: 4.654 D_real: 0.464 D_fake: 0.532 +(epoch: 3, iters: 39868, time: 0.305, data: 0.020) G_GAN: 1.746 G_L1: 3.383 D_real: 0.438 D_fake: 0.242 +(epoch: 3, iters: 39968, time: 0.526, data: 0.018) G_GAN: 1.161 G_L1: 4.340 D_real: 0.532 D_fake: 0.272 +(epoch: 3, iters: 40068, time: 0.299, data: 0.019) G_GAN: 1.422 G_L1: 3.232 D_real: 0.698 D_fake: 0.530 +(epoch: 3, iters: 40168, time: 0.307, data: 0.020) G_GAN: 1.248 G_L1: 3.464 D_real: 0.608 D_fake: 0.636 +(epoch: 3, iters: 40268, time: 0.303, data: 0.017) G_GAN: 1.215 G_L1: 2.159 D_real: 0.357 D_fake: 0.624 +(epoch: 3, iters: 40368, time: 0.416, data: 0.017) G_GAN: 1.631 G_L1: 3.520 D_real: 0.301 D_fake: 0.374 +(epoch: 3, iters: 40468, time: 0.307, data: 0.019) G_GAN: 1.762 G_L1: 3.721 D_real: 0.209 D_fake: 0.892 +(epoch: 3, iters: 40568, time: 0.306, data: 0.018) G_GAN: 1.468 G_L1: 3.459 D_real: 0.223 D_fake: 0.432 +(epoch: 3, iters: 40668, time: 0.306, data: 0.017) G_GAN: 0.942 G_L1: 2.577 D_real: 1.348 D_fake: 0.400 +(epoch: 3, iters: 40768, time: 0.422, data: 0.018) G_GAN: 1.153 G_L1: 2.718 D_real: 0.901 D_fake: 0.350 +(epoch: 3, iters: 40868, time: 0.306, data: 0.019) G_GAN: 1.335 G_L1: 3.692 D_real: 0.454 D_fake: 0.442 +(epoch: 3, iters: 40968, time: 0.306, data: 0.018) G_GAN: 1.039 G_L1: 3.153 D_real: 0.501 D_fake: 0.667 +(epoch: 3, iters: 41068, time: 0.281, data: 0.018) G_GAN: 0.928 G_L1: 3.929 D_real: 1.350 D_fake: 0.215 +(epoch: 3, iters: 41168, time: 0.417, data: 0.016) G_GAN: 1.024 G_L1: 2.900 D_real: 0.584 D_fake: 0.425 +(epoch: 3, iters: 41268, time: 0.300, data: 0.019) G_GAN: 1.472 G_L1: 3.052 D_real: 0.287 D_fake: 0.440 +(epoch: 3, iters: 41368, time: 0.295, data: 0.017) G_GAN: 1.557 G_L1: 3.181 D_real: 0.236 D_fake: 0.430 +(epoch: 3, iters: 41468, time: 0.302, data: 0.018) G_GAN: 1.906 G_L1: 3.943 D_real: 0.099 D_fake: 0.572 +(epoch: 3, iters: 41568, time: 0.413, data: 0.017) G_GAN: 1.285 G_L1: 3.541 D_real: 0.239 D_fake: 0.805 +(epoch: 3, iters: 41668, time: 0.304, data: 0.020) G_GAN: 0.881 G_L1: 4.458 D_real: 1.070 D_fake: 0.447 +(epoch: 3, iters: 41768, time: 0.300, data: 0.017) G_GAN: 1.483 G_L1: 4.180 D_real: 0.539 D_fake: 0.586 +(epoch: 3, iters: 41868, time: 0.299, data: 0.017) G_GAN: 1.194 G_L1: 4.813 D_real: 0.622 D_fake: 0.302 +(epoch: 3, iters: 41968, time: 0.540, data: 0.017) G_GAN: 1.247 G_L1: 2.944 D_real: 0.875 D_fake: 0.304 +(epoch: 3, iters: 42068, time: 0.290, data: 0.018) G_GAN: 1.329 G_L1: 2.915 D_real: 0.327 D_fake: 0.818 +(epoch: 3, iters: 42168, time: 0.299, data: 0.018) G_GAN: 1.675 G_L1: 3.402 D_real: 0.448 D_fake: 0.304 +(epoch: 3, iters: 42268, time: 0.302, data: 0.017) G_GAN: 1.036 G_L1: 2.653 D_real: 0.293 D_fake: 0.822 +(epoch: 3, iters: 42368, time: 0.396, data: 0.016) G_GAN: 1.468 G_L1: 4.571 D_real: 0.207 D_fake: 0.462 +(epoch: 3, iters: 42468, time: 0.292, data: 0.020) G_GAN: 1.131 G_L1: 2.687 D_real: 0.875 D_fake: 0.411 +(epoch: 3, iters: 42568, time: 0.292, data: 0.017) G_GAN: 1.016 G_L1: 3.369 D_real: 0.681 D_fake: 0.480 +(epoch: 3, iters: 42668, time: 0.302, data: 0.015) G_GAN: 1.345 G_L1: 2.449 D_real: 0.333 D_fake: 0.423 +(epoch: 3, iters: 42768, time: 0.420, data: 0.016) G_GAN: 2.021 G_L1: 3.738 D_real: 0.531 D_fake: 0.690 +(epoch: 3, iters: 42868, time: 0.288, data: 0.017) G_GAN: 1.591 G_L1: 3.429 D_real: 0.386 D_fake: 0.662 +(epoch: 3, iters: 42968, time: 0.305, data: 0.015) G_GAN: 1.246 G_L1: 3.584 D_real: 0.371 D_fake: 0.498 +(epoch: 3, iters: 43068, time: 0.299, data: 0.017) G_GAN: 1.176 G_L1: 4.274 D_real: 0.834 D_fake: 0.316 +(epoch: 3, iters: 43168, time: 0.416, data: 0.017) G_GAN: 1.219 G_L1: 3.180 D_real: 0.504 D_fake: 0.652 +(epoch: 3, iters: 43268, time: 0.299, data: 0.018) G_GAN: 1.218 G_L1: 3.650 D_real: 0.215 D_fake: 0.720 +(epoch: 3, iters: 43368, time: 0.305, data: 0.017) G_GAN: 1.409 G_L1: 3.467 D_real: 0.368 D_fake: 0.820 +(epoch: 3, iters: 43468, time: 0.304, data: 0.020) G_GAN: 1.726 G_L1: 7.065 D_real: 0.707 D_fake: 0.316 +(epoch: 3, iters: 43568, time: 0.415, data: 0.017) G_GAN: 1.470 G_L1: 3.432 D_real: 0.276 D_fake: 0.615 +(epoch: 3, iters: 43668, time: 0.306, data: 0.018) G_GAN: 0.988 G_L1: 5.050 D_real: 0.998 D_fake: 0.336 +(epoch: 3, iters: 43768, time: 0.303, data: 0.017) G_GAN: 1.382 G_L1: 3.046 D_real: 0.508 D_fake: 0.455 +(epoch: 3, iters: 43868, time: 0.296, data: 0.022) G_GAN: 1.578 G_L1: 4.021 D_real: 0.266 D_fake: 0.368 +(epoch: 3, iters: 43968, time: 0.531, data: 0.018) G_GAN: 1.406 G_L1: 3.317 D_real: 0.591 D_fake: 0.436 +(epoch: 3, iters: 44068, time: 0.305, data: 0.017) G_GAN: 1.072 G_L1: 3.272 D_real: 1.224 D_fake: 0.364 +(epoch: 3, iters: 44168, time: 0.295, data: 0.017) G_GAN: 1.116 G_L1: 3.139 D_real: 1.059 D_fake: 0.455 +(epoch: 3, iters: 44268, time: 0.306, data: 0.018) G_GAN: 1.345 G_L1: 3.400 D_real: 0.630 D_fake: 0.496 +(epoch: 3, iters: 44368, time: 0.431, data: 0.019) G_GAN: 1.346 G_L1: 4.026 D_real: 0.653 D_fake: 0.405 +(epoch: 3, iters: 44468, time: 0.303, data: 0.021) G_GAN: 1.167 G_L1: 4.346 D_real: 0.927 D_fake: 0.294 +(epoch: 3, iters: 44568, time: 0.296, data: 0.017) G_GAN: 1.426 G_L1: 8.301 D_real: 0.465 D_fake: 0.540 +(epoch: 3, iters: 44668, time: 0.303, data: 0.018) G_GAN: 1.193 G_L1: 3.546 D_real: 0.711 D_fake: 0.380 +(epoch: 3, iters: 44768, time: 0.412, data: 0.018) G_GAN: 1.537 G_L1: 4.537 D_real: 0.484 D_fake: 0.235 +(epoch: 3, iters: 44868, time: 0.306, data: 0.019) G_GAN: 1.263 G_L1: 3.002 D_real: 0.574 D_fake: 0.414 +(epoch: 3, iters: 44968, time: 0.302, data: 0.017) G_GAN: 1.713 G_L1: 5.106 D_real: 0.593 D_fake: 0.693 +(epoch: 3, iters: 45068, time: 0.301, data: 0.021) G_GAN: 1.482 G_L1: 2.820 D_real: 0.839 D_fake: 0.226 +(epoch: 3, iters: 45168, time: 0.401, data: 0.018) G_GAN: 1.164 G_L1: 3.525 D_real: 0.442 D_fake: 0.455 +(epoch: 3, iters: 45268, time: 0.294, data: 0.018) G_GAN: 1.511 G_L1: 4.075 D_real: 0.371 D_fake: 0.846 +(epoch: 3, iters: 45368, time: 0.288, data: 0.016) G_GAN: 1.325 G_L1: 5.184 D_real: 0.744 D_fake: 0.386 +(epoch: 3, iters: 45468, time: 0.296, data: 0.016) G_GAN: 1.101 G_L1: 2.989 D_real: 0.669 D_fake: 0.461 +(epoch: 3, iters: 45568, time: 0.407, data: 0.020) G_GAN: 2.209 G_L1: 4.506 D_real: 0.753 D_fake: 0.780 +(epoch: 3, iters: 45668, time: 0.299, data: 0.021) G_GAN: 1.192 G_L1: 4.416 D_real: 0.784 D_fake: 0.313 +(epoch: 3, iters: 45768, time: 0.293, data: 0.017) G_GAN: 1.309 G_L1: 3.252 D_real: 0.195 D_fake: 0.868 +(epoch: 3, iters: 45868, time: 0.301, data: 0.015) G_GAN: 1.228 G_L1: 3.350 D_real: 0.525 D_fake: 0.622 +(epoch: 3, iters: 45968, time: 0.537, data: 0.022) G_GAN: 1.798 G_L1: 3.437 D_real: 0.426 D_fake: 0.364 +(epoch: 3, iters: 46068, time: 0.299, data: 0.019) G_GAN: 1.422 G_L1: 3.955 D_real: 0.672 D_fake: 0.269 +(epoch: 3, iters: 46168, time: 0.304, data: 0.016) G_GAN: 1.872 G_L1: 5.815 D_real: 0.202 D_fake: 0.337 +(epoch: 3, iters: 46268, time: 0.291, data: 0.016) G_GAN: 1.449 G_L1: 4.288 D_real: 0.699 D_fake: 0.597 +(epoch: 3, iters: 46368, time: 0.418, data: 0.016) G_GAN: 1.097 G_L1: 3.526 D_real: 1.205 D_fake: 0.244 +(epoch: 3, iters: 46468, time: 0.296, data: 0.018) G_GAN: 1.418 G_L1: 3.808 D_real: 0.548 D_fake: 0.551 +(epoch: 3, iters: 46568, time: 0.302, data: 0.018) G_GAN: 1.633 G_L1: 5.738 D_real: 0.331 D_fake: 1.219 +(epoch: 3, iters: 46668, time: 0.302, data: 0.017) G_GAN: 1.804 G_L1: 5.361 D_real: 0.745 D_fake: 0.361 +(epoch: 3, iters: 46768, time: 0.407, data: 0.018) G_GAN: 1.854 G_L1: 2.858 D_real: 0.305 D_fake: 0.426 +(epoch: 3, iters: 46868, time: 0.303, data: 0.019) G_GAN: 1.400 G_L1: 2.498 D_real: 0.662 D_fake: 0.294 +(epoch: 3, iters: 46968, time: 0.292, data: 0.022) G_GAN: 1.776 G_L1: 4.330 D_real: 0.396 D_fake: 0.591 +(epoch: 3, iters: 47068, time: 0.295, data: 0.016) G_GAN: 1.608 G_L1: 6.980 D_real: 0.251 D_fake: 0.365 +(epoch: 3, iters: 47168, time: 0.393, data: 0.023) G_GAN: 1.159 G_L1: 2.741 D_real: 0.417 D_fake: 0.915 +(epoch: 3, iters: 47268, time: 0.288, data: 0.022) G_GAN: 1.442 G_L1: 3.971 D_real: 0.646 D_fake: 0.509 +(epoch: 3, iters: 47368, time: 0.297, data: 0.018) G_GAN: 1.621 G_L1: 3.809 D_real: 1.134 D_fake: 0.159 +(epoch: 3, iters: 47468, time: 0.305, data: 0.017) G_GAN: 1.327 G_L1: 2.959 D_real: 0.641 D_fake: 0.250 +(epoch: 3, iters: 47568, time: 0.408, data: 0.018) G_GAN: 1.376 G_L1: 3.911 D_real: 0.250 D_fake: 0.381 +(epoch: 3, iters: 47668, time: 0.289, data: 0.018) G_GAN: 1.251 G_L1: 4.008 D_real: 0.808 D_fake: 0.276 +(epoch: 3, iters: 47768, time: 0.305, data: 0.015) G_GAN: 1.215 G_L1: 2.987 D_real: 1.042 D_fake: 0.625 +(epoch: 3, iters: 47868, time: 0.297, data: 0.017) G_GAN: 1.061 G_L1: 2.306 D_real: 0.676 D_fake: 0.756 +(epoch: 3, iters: 47968, time: 0.509, data: 0.017) G_GAN: 1.618 G_L1: 3.040 D_real: 0.413 D_fake: 0.316 +(epoch: 3, iters: 48068, time: 0.300, data: 0.018) G_GAN: 1.288 G_L1: 3.475 D_real: 0.340 D_fake: 0.613 +(epoch: 3, iters: 48168, time: 0.304, data: 0.017) G_GAN: 1.155 G_L1: 3.605 D_real: 0.474 D_fake: 0.569 +(epoch: 3, iters: 48268, time: 0.301, data: 0.017) G_GAN: 1.148 G_L1: 5.463 D_real: 1.151 D_fake: 0.427 +(epoch: 3, iters: 48368, time: 0.415, data: 0.017) G_GAN: 1.143 G_L1: 3.374 D_real: 0.759 D_fake: 0.590 +(epoch: 3, iters: 48468, time: 0.292, data: 0.020) G_GAN: 0.997 G_L1: 3.089 D_real: 0.489 D_fake: 0.874 +(epoch: 3, iters: 48568, time: 0.308, data: 0.017) G_GAN: 1.071 G_L1: 2.854 D_real: 0.573 D_fake: 0.445 +(epoch: 3, iters: 48668, time: 0.309, data: 0.018) G_GAN: 1.316 G_L1: 3.717 D_real: 0.767 D_fake: 0.281 +(epoch: 3, iters: 48768, time: 0.409, data: 0.019) G_GAN: 1.302 G_L1: 3.466 D_real: 0.283 D_fake: 0.555 +(epoch: 3, iters: 48868, time: 0.305, data: 0.020) G_GAN: 1.731 G_L1: 3.625 D_real: 0.291 D_fake: 0.772 +(epoch: 3, iters: 48968, time: 0.304, data: 0.020) G_GAN: 1.159 G_L1: 4.204 D_real: 0.500 D_fake: 0.509 +(epoch: 3, iters: 49068, time: 0.300, data: 0.018) G_GAN: 1.123 G_L1: 3.893 D_real: 0.805 D_fake: 0.418 +(epoch: 3, iters: 49168, time: 0.422, data: 0.016) G_GAN: 1.491 G_L1: 4.869 D_real: 0.742 D_fake: 0.678 +(epoch: 3, iters: 49268, time: 0.300, data: 0.019) G_GAN: 0.904 G_L1: 3.837 D_real: 0.835 D_fake: 0.396 +(epoch: 3, iters: 49368, time: 0.302, data: 0.017) G_GAN: 1.294 G_L1: 4.742 D_real: 0.888 D_fake: 0.267 +(epoch: 3, iters: 49468, time: 0.299, data: 0.018) G_GAN: 1.396 G_L1: 4.418 D_real: 1.052 D_fake: 0.259 +(epoch: 3, iters: 49568, time: 0.399, data: 0.017) G_GAN: 2.253 G_L1: 4.357 D_real: 0.328 D_fake: 0.404 +(epoch: 3, iters: 49668, time: 0.304, data: 0.019) G_GAN: 1.845 G_L1: 4.395 D_real: 0.276 D_fake: 0.726 +(epoch: 3, iters: 49768, time: 0.306, data: 0.017) G_GAN: 1.520 G_L1: 3.154 D_real: 0.514 D_fake: 0.261 +(epoch: 3, iters: 49868, time: 0.295, data: 0.018) G_GAN: 1.312 G_L1: 3.526 D_real: 0.398 D_fake: 0.680 +(epoch: 3, iters: 49968, time: 0.538, data: 0.017) G_GAN: 1.042 G_L1: 2.498 D_real: 0.713 D_fake: 0.535 +(epoch: 3, iters: 50068, time: 0.302, data: 0.019) G_GAN: 1.495 G_L1: 3.634 D_real: 0.500 D_fake: 0.536 +(epoch: 3, iters: 50168, time: 0.302, data: 0.017) G_GAN: 1.516 G_L1: 3.906 D_real: 0.635 D_fake: 0.354 +(epoch: 3, iters: 50268, time: 0.301, data: 0.017) G_GAN: 1.571 G_L1: 3.528 D_real: 0.297 D_fake: 0.420 +(epoch: 3, iters: 50368, time: 0.387, data: 0.018) G_GAN: 1.352 G_L1: 3.543 D_real: 0.138 D_fake: 0.938 +(epoch: 3, iters: 50468, time: 0.302, data: 0.019) G_GAN: 1.765 G_L1: 3.010 D_real: 0.476 D_fake: 0.831 +(epoch: 3, iters: 50568, time: 0.299, data: 0.018) G_GAN: 1.168 G_L1: 2.600 D_real: 0.429 D_fake: 0.462 +(epoch: 3, iters: 50668, time: 0.302, data: 0.017) G_GAN: 1.867 G_L1: 7.432 D_real: 0.477 D_fake: 0.272 +(epoch: 3, iters: 50768, time: 0.416, data: 0.018) G_GAN: 1.067 G_L1: 4.740 D_real: 0.819 D_fake: 0.401 +(epoch: 3, iters: 50868, time: 0.302, data: 0.026) G_GAN: 1.466 G_L1: 3.509 D_real: 0.595 D_fake: 0.538 +(epoch: 3, iters: 50968, time: 0.307, data: 0.019) G_GAN: 1.180 G_L1: 3.770 D_real: 0.559 D_fake: 0.366 +(epoch: 3, iters: 51068, time: 0.284, data: 0.017) G_GAN: 1.291 G_L1: 3.166 D_real: 0.544 D_fake: 0.743 +(epoch: 3, iters: 51168, time: 0.410, data: 0.015) G_GAN: 1.094 G_L1: 2.786 D_real: 0.560 D_fake: 0.672 +(epoch: 3, iters: 51268, time: 0.306, data: 0.019) G_GAN: 1.592 G_L1: 4.265 D_real: 0.294 D_fake: 0.456 +(epoch: 3, iters: 51368, time: 0.297, data: 0.018) G_GAN: 2.050 G_L1: 4.055 D_real: 0.217 D_fake: 0.376 +(epoch: 3, iters: 51468, time: 0.305, data: 0.018) G_GAN: 1.447 G_L1: 3.444 D_real: 0.623 D_fake: 0.503 +(epoch: 3, iters: 51568, time: 0.387, data: 0.016) G_GAN: 1.065 G_L1: 3.211 D_real: 1.204 D_fake: 0.292 +(epoch: 3, iters: 51668, time: 0.298, data: 0.021) G_GAN: 1.767 G_L1: 4.516 D_real: 0.294 D_fake: 0.354 +(epoch: 3, iters: 51768, time: 0.297, data: 0.018) G_GAN: 1.443 G_L1: 2.652 D_real: 0.543 D_fake: 0.451 +(epoch: 3, iters: 51868, time: 0.291, data: 0.016) G_GAN: 1.065 G_L1: 2.705 D_real: 0.671 D_fake: 0.420 +(epoch: 3, iters: 51968, time: 0.497, data: 0.021) G_GAN: 1.700 G_L1: 3.537 D_real: 0.301 D_fake: 0.521 +(epoch: 3, iters: 52068, time: 0.299, data: 0.020) G_GAN: 1.449 G_L1: 3.656 D_real: 0.616 D_fake: 0.453 +(epoch: 3, iters: 52168, time: 0.296, data: 0.017) G_GAN: 2.199 G_L1: 5.451 D_real: 0.232 D_fake: 1.117 +(epoch: 3, iters: 52268, time: 0.303, data: 0.017) G_GAN: 1.477 G_L1: 4.089 D_real: 0.550 D_fake: 0.658 +(epoch: 3, iters: 52368, time: 0.392, data: 0.019) G_GAN: 1.601 G_L1: 3.821 D_real: 0.176 D_fake: 0.402 +(epoch: 3, iters: 52468, time: 0.296, data: 0.019) G_GAN: 1.239 G_L1: 3.760 D_real: 0.995 D_fake: 0.323 +(epoch: 3, iters: 52568, time: 0.306, data: 0.018) G_GAN: 1.603 G_L1: 2.832 D_real: 0.450 D_fake: 0.429 +(epoch: 3, iters: 52668, time: 0.304, data: 0.018) G_GAN: 0.845 G_L1: 2.893 D_real: 1.051 D_fake: 0.301 +(epoch: 3, iters: 52768, time: 0.409, data: 0.018) G_GAN: 1.229 G_L1: 2.538 D_real: 1.050 D_fake: 0.241 +(epoch: 3, iters: 52868, time: 0.290, data: 0.019) G_GAN: 1.020 G_L1: 2.278 D_real: 0.407 D_fake: 0.509 +(epoch: 3, iters: 52968, time: 0.294, data: 0.014) G_GAN: 1.067 G_L1: 2.680 D_real: 0.464 D_fake: 0.400 +(epoch: 3, iters: 53068, time: 0.300, data: 0.016) G_GAN: 2.926 G_L1: 4.857 D_real: 0.231 D_fake: 0.922 +(epoch: 3, iters: 53168, time: 0.384, data: 0.017) G_GAN: 1.142 G_L1: 2.980 D_real: 0.330 D_fake: 0.458 +(epoch: 3, iters: 53268, time: 0.304, data: 0.019) G_GAN: 1.236 G_L1: 2.920 D_real: 0.400 D_fake: 0.484 +(epoch: 3, iters: 53368, time: 0.297, data: 0.017) G_GAN: 1.383 G_L1: 3.421 D_real: 0.318 D_fake: 0.697 +(epoch: 3, iters: 53468, time: 0.302, data: 0.018) G_GAN: 1.991 G_L1: 4.388 D_real: 0.176 D_fake: 0.396 +(epoch: 3, iters: 53568, time: 0.414, data: 0.017) G_GAN: 1.442 G_L1: 3.984 D_real: 0.567 D_fake: 0.246 +(epoch: 3, iters: 53668, time: 0.294, data: 0.019) G_GAN: 1.301 G_L1: 2.154 D_real: 0.406 D_fake: 0.370 +(epoch: 3, iters: 53768, time: 0.294, data: 0.017) G_GAN: 0.946 G_L1: 4.460 D_real: 1.058 D_fake: 0.315 +(epoch: 3, iters: 53868, time: 0.293, data: 0.016) G_GAN: 1.192 G_L1: 3.336 D_real: 0.736 D_fake: 0.316 +(epoch: 3, iters: 53968, time: 0.530, data: 0.016) G_GAN: 1.245 G_L1: 2.939 D_real: 0.450 D_fake: 0.452 +(epoch: 3, iters: 54068, time: 0.293, data: 0.021) G_GAN: 1.087 G_L1: 2.849 D_real: 0.589 D_fake: 0.553 +(epoch: 3, iters: 54168, time: 0.303, data: 0.018) G_GAN: 1.093 G_L1: 4.773 D_real: 0.747 D_fake: 0.462 +(epoch: 3, iters: 54268, time: 0.301, data: 0.018) G_GAN: 1.361 G_L1: 3.589 D_real: 0.285 D_fake: 0.681 +(epoch: 3, iters: 54368, time: 0.388, data: 0.017) G_GAN: 1.145 G_L1: 3.208 D_real: 0.287 D_fake: 0.684 +(epoch: 3, iters: 54468, time: 0.299, data: 0.020) G_GAN: 1.248 G_L1: 3.803 D_real: 1.121 D_fake: 0.429 +(epoch: 3, iters: 54568, time: 0.290, data: 0.018) G_GAN: 1.482 G_L1: 3.117 D_real: 0.465 D_fake: 0.299 +(epoch: 3, iters: 54668, time: 0.303, data: 0.017) G_GAN: 1.211 G_L1: 3.094 D_real: 0.550 D_fake: 0.256 +(epoch: 3, iters: 54768, time: 0.389, data: 0.017) G_GAN: 1.274 G_L1: 2.152 D_real: 0.531 D_fake: 0.430 +(epoch: 3, iters: 54868, time: 0.306, data: 0.018) G_GAN: 0.828 G_L1: 2.249 D_real: 0.589 D_fake: 0.546 +(epoch: 3, iters: 54968, time: 0.295, data: 0.024) G_GAN: 2.353 G_L1: 3.085 D_real: 0.503 D_fake: 0.088 +(epoch: 3, iters: 55068, time: 0.304, data: 0.020) G_GAN: 1.789 G_L1: 3.757 D_real: 0.196 D_fake: 0.485 +(epoch: 3, iters: 55168, time: 0.416, data: 0.017) G_GAN: 0.613 G_L1: 5.999 D_real: 1.888 D_fake: 0.294 +(epoch: 3, iters: 55268, time: 0.300, data: 0.019) G_GAN: 1.165 G_L1: 3.622 D_real: 1.078 D_fake: 0.416 +(epoch: 3, iters: 55368, time: 0.301, data: 0.017) G_GAN: 1.506 G_L1: 3.230 D_real: 0.886 D_fake: 0.498 +(epoch: 3, iters: 55468, time: 0.284, data: 0.017) G_GAN: 1.827 G_L1: 3.763 D_real: 0.491 D_fake: 0.415 +(epoch: 3, iters: 55568, time: 0.416, data: 0.015) G_GAN: 1.037 G_L1: 3.030 D_real: 1.201 D_fake: 0.375 +(epoch: 3, iters: 55668, time: 0.296, data: 0.019) G_GAN: 0.941 G_L1: 3.610 D_real: 0.687 D_fake: 0.657 +(epoch: 3, iters: 55768, time: 0.297, data: 0.016) G_GAN: 1.371 G_L1: 2.825 D_real: 0.914 D_fake: 0.304 +(epoch: 3, iters: 55868, time: 0.297, data: 0.017) G_GAN: 1.462 G_L1: 3.072 D_real: 0.547 D_fake: 0.308 +(epoch: 3, iters: 55968, time: 0.485, data: 0.017) G_GAN: 1.117 G_L1: 3.912 D_real: 0.754 D_fake: 0.690 +(epoch: 3, iters: 56068, time: 0.292, data: 0.019) G_GAN: 1.680 G_L1: 3.324 D_real: 0.283 D_fake: 0.352 +(epoch: 3, iters: 56168, time: 0.304, data: 0.016) G_GAN: 1.314 G_L1: 3.519 D_real: 0.505 D_fake: 0.771 +(epoch: 3, iters: 56268, time: 0.293, data: 0.018) G_GAN: 1.468 G_L1: 3.499 D_real: 0.412 D_fake: 0.592 +(epoch: 3, iters: 56368, time: 0.414, data: 0.015) G_GAN: 1.297 G_L1: 2.802 D_real: 0.743 D_fake: 0.513 +(epoch: 3, iters: 56468, time: 0.302, data: 0.019) G_GAN: 1.286 G_L1: 3.789 D_real: 0.493 D_fake: 0.449 +(epoch: 3, iters: 56568, time: 0.302, data: 0.017) G_GAN: 1.458 G_L1: 3.816 D_real: 0.380 D_fake: 0.646 +(epoch: 3, iters: 56668, time: 0.293, data: 0.015) G_GAN: 1.836 G_L1: 4.437 D_real: 0.369 D_fake: 0.503 +(epoch: 3, iters: 56768, time: 0.410, data: 0.016) G_GAN: 1.428 G_L1: 3.786 D_real: 0.634 D_fake: 0.387 +(epoch: 3, iters: 56868, time: 0.303, data: 0.019) G_GAN: 1.060 G_L1: 3.932 D_real: 0.321 D_fake: 0.865 +(epoch: 3, iters: 56968, time: 0.304, data: 0.016) G_GAN: 1.475 G_L1: 3.938 D_real: 0.571 D_fake: 0.606 +(epoch: 3, iters: 57068, time: 0.294, data: 0.016) G_GAN: 1.063 G_L1: 3.108 D_real: 0.795 D_fake: 0.490 +(epoch: 3, iters: 57168, time: 0.421, data: 0.015) G_GAN: 1.370 G_L1: 3.033 D_real: 0.572 D_fake: 0.665 +(epoch: 3, iters: 57268, time: 0.303, data: 0.019) G_GAN: 1.518 G_L1: 3.488 D_real: 0.493 D_fake: 0.379 +(epoch: 3, iters: 57368, time: 0.296, data: 0.016) G_GAN: 1.718 G_L1: 7.144 D_real: 0.205 D_fake: 1.027 +(epoch: 3, iters: 57468, time: 0.292, data: 0.016) G_GAN: 2.129 G_L1: 5.257 D_real: 0.344 D_fake: 0.694 +(epoch: 3, iters: 57568, time: 0.399, data: 0.016) G_GAN: 1.439 G_L1: 2.504 D_real: 1.056 D_fake: 0.425 +(epoch: 3, iters: 57668, time: 0.293, data: 0.018) G_GAN: 1.131 G_L1: 3.727 D_real: 0.286 D_fake: 0.728 +(epoch: 3, iters: 57768, time: 0.300, data: 0.017) G_GAN: 2.196 G_L1: 3.684 D_real: 0.379 D_fake: 0.477 +(epoch: 3, iters: 57868, time: 0.298, data: 0.017) G_GAN: 1.183 G_L1: 4.000 D_real: 0.323 D_fake: 0.691 +(epoch: 3, iters: 57968, time: 0.477, data: 0.018) G_GAN: 1.366 G_L1: 3.274 D_real: 0.612 D_fake: 0.495 +(epoch: 3, iters: 58068, time: 0.299, data: 0.019) G_GAN: 1.072 G_L1: 2.042 D_real: 0.509 D_fake: 0.501 +(epoch: 3, iters: 58168, time: 0.294, data: 0.017) G_GAN: 1.531 G_L1: 3.690 D_real: 0.495 D_fake: 0.377 +(epoch: 3, iters: 58268, time: 0.298, data: 0.016) G_GAN: 1.340 G_L1: 4.292 D_real: 0.741 D_fake: 0.603 +(epoch: 3, iters: 58368, time: 0.401, data: 0.016) G_GAN: 1.744 G_L1: 3.811 D_real: 0.342 D_fake: 0.594 +(epoch: 3, iters: 58468, time: 0.295, data: 0.019) G_GAN: 1.716 G_L1: 4.306 D_real: 0.272 D_fake: 0.359 +(epoch: 3, iters: 58568, time: 0.306, data: 0.015) G_GAN: 1.528 G_L1: 3.098 D_real: 0.392 D_fake: 0.479 +(epoch: 3, iters: 58668, time: 0.296, data: 0.016) G_GAN: 1.485 G_L1: 4.635 D_real: 0.771 D_fake: 0.768 +(epoch: 3, iters: 58768, time: 0.407, data: 0.017) G_GAN: 1.247 G_L1: 3.973 D_real: 0.844 D_fake: 0.470 +(epoch: 3, iters: 58868, time: 0.311, data: 0.019) G_GAN: 1.699 G_L1: 4.512 D_real: 0.398 D_fake: 0.653 +(epoch: 3, iters: 58968, time: 0.304, data: 0.016) G_GAN: 1.151 G_L1: 2.727 D_real: 0.524 D_fake: 0.408 +(epoch: 3, iters: 59068, time: 0.293, data: 0.018) G_GAN: 1.766 G_L1: 6.343 D_real: 0.286 D_fake: 0.531 +(epoch: 3, iters: 59168, time: 0.392, data: 0.016) G_GAN: 1.281 G_L1: 1.867 D_real: 0.820 D_fake: 0.387 +(epoch: 3, iters: 59268, time: 0.304, data: 0.020) G_GAN: 1.334 G_L1: 4.251 D_real: 0.781 D_fake: 0.281 +(epoch: 3, iters: 59368, time: 0.294, data: 0.016) G_GAN: 1.472 G_L1: 2.697 D_real: 0.464 D_fake: 0.493 +(epoch: 3, iters: 59468, time: 0.291, data: 0.016) G_GAN: 2.263 G_L1: 3.672 D_real: 0.269 D_fake: 0.295 +(epoch: 3, iters: 59568, time: 0.414, data: 0.016) G_GAN: 1.430 G_L1: 3.908 D_real: 0.570 D_fake: 0.494 +(epoch: 3, iters: 59668, time: 0.294, data: 0.019) G_GAN: 1.105 G_L1: 2.507 D_real: 1.066 D_fake: 0.331 +(epoch: 3, iters: 59768, time: 0.298, data: 0.017) G_GAN: 1.645 G_L1: 3.179 D_real: 0.431 D_fake: 0.282 +(epoch: 3, iters: 59868, time: 0.299, data: 0.016) G_GAN: 0.906 G_L1: 4.046 D_real: 0.942 D_fake: 0.372 +(epoch: 3, iters: 59968, time: 0.530, data: 0.022) G_GAN: 1.109 G_L1: 2.958 D_real: 0.849 D_fake: 0.483 +(epoch: 4, iters: 52, time: 0.296, data: 0.020) G_GAN: 1.508 G_L1: 4.328 D_real: 0.711 D_fake: 0.231 +(epoch: 4, iters: 152, time: 0.291, data: 0.017) G_GAN: 1.339 G_L1: 3.579 D_real: 0.309 D_fake: 0.444 +(epoch: 4, iters: 252, time: 0.300, data: 0.017) G_GAN: 1.903 G_L1: 4.098 D_real: 0.613 D_fake: 0.573 +(epoch: 4, iters: 352, time: 0.529, data: 0.017) G_GAN: 1.516 G_L1: 3.769 D_real: 0.320 D_fake: 0.658 +(epoch: 4, iters: 452, time: 0.294, data: 0.018) G_GAN: 1.128 G_L1: 3.180 D_real: 0.942 D_fake: 0.205 +(epoch: 4, iters: 552, time: 0.305, data: 0.017) G_GAN: 1.737 G_L1: 3.264 D_real: 0.686 D_fake: 0.133 +(epoch: 4, iters: 652, time: 0.301, data: 0.017) G_GAN: 1.292 G_L1: 3.143 D_real: 0.837 D_fake: 0.324 +(epoch: 4, iters: 752, time: 0.421, data: 0.018) G_GAN: 2.060 G_L1: 5.130 D_real: 0.757 D_fake: 0.737 +(epoch: 4, iters: 852, time: 0.295, data: 0.021) G_GAN: 1.721 G_L1: 3.824 D_real: 0.324 D_fake: 0.585 +(epoch: 4, iters: 952, time: 0.308, data: 0.017) G_GAN: 1.078 G_L1: 3.523 D_real: 0.608 D_fake: 0.540 +(epoch: 4, iters: 1052, time: 0.300, data: 0.019) G_GAN: 1.366 G_L1: 2.635 D_real: 0.673 D_fake: 0.376 +(epoch: 4, iters: 1152, time: 0.407, data: 0.019) G_GAN: 1.899 G_L1: 3.592 D_real: 0.313 D_fake: 0.477 +(epoch: 4, iters: 1252, time: 0.305, data: 0.020) G_GAN: 1.339 G_L1: 2.819 D_real: 0.467 D_fake: 0.596 +(epoch: 4, iters: 1352, time: 0.299, data: 0.019) G_GAN: 1.491 G_L1: 3.245 D_real: 0.976 D_fake: 0.276 +(epoch: 4, iters: 1452, time: 0.308, data: 0.018) G_GAN: 1.753 G_L1: 3.402 D_real: 0.231 D_fake: 0.486 +(epoch: 4, iters: 1552, time: 0.404, data: 0.017) G_GAN: 1.391 G_L1: 3.154 D_real: 0.505 D_fake: 0.422 +(epoch: 4, iters: 1652, time: 0.311, data: 0.019) G_GAN: 2.187 G_L1: 3.987 D_real: 0.150 D_fake: 0.600 +(epoch: 4, iters: 1752, time: 0.299, data: 0.017) G_GAN: 1.159 G_L1: 3.110 D_real: 0.442 D_fake: 0.609 +(epoch: 4, iters: 1852, time: 0.296, data: 0.017) G_GAN: 1.626 G_L1: 4.581 D_real: 0.204 D_fake: 0.418 +(epoch: 4, iters: 1952, time: 0.480, data: 0.016) G_GAN: 1.372 G_L1: 3.166 D_real: 1.402 D_fake: 0.374 +(epoch: 4, iters: 2052, time: 0.303, data: 0.017) G_GAN: 1.206 G_L1: 2.562 D_real: 0.360 D_fake: 0.897 +(epoch: 4, iters: 2152, time: 0.306, data: 0.017) G_GAN: 1.408 G_L1: 3.086 D_real: 0.402 D_fake: 0.490 +(epoch: 4, iters: 2252, time: 0.305, data: 0.017) G_GAN: 1.171 G_L1: 3.744 D_real: 0.683 D_fake: 0.392 +(epoch: 4, iters: 2352, time: 0.417, data: 0.017) G_GAN: 1.201 G_L1: 4.137 D_real: 0.576 D_fake: 0.370 +(epoch: 4, iters: 2452, time: 0.302, data: 0.019) G_GAN: 1.793 G_L1: 2.881 D_real: 0.355 D_fake: 0.469 +(epoch: 4, iters: 2552, time: 0.305, data: 0.017) G_GAN: 1.997 G_L1: 3.686 D_real: 0.375 D_fake: 0.527 +(epoch: 4, iters: 2652, time: 0.295, data: 0.017) G_GAN: 1.480 G_L1: 3.080 D_real: 0.276 D_fake: 0.753 +(epoch: 4, iters: 2752, time: 0.427, data: 0.017) G_GAN: 0.905 G_L1: 2.659 D_real: 0.544 D_fake: 0.550 +(epoch: 4, iters: 2852, time: 0.301, data: 0.019) G_GAN: 1.244 G_L1: 3.341 D_real: 1.332 D_fake: 0.314 +(epoch: 4, iters: 2952, time: 0.296, data: 0.017) G_GAN: 1.396 G_L1: 3.687 D_real: 0.540 D_fake: 0.435 +(epoch: 4, iters: 3052, time: 0.301, data: 0.014) G_GAN: 1.838 G_L1: 3.314 D_real: 0.363 D_fake: 0.247 +(epoch: 4, iters: 3152, time: 0.412, data: 0.016) G_GAN: 1.419 G_L1: 4.357 D_real: 0.932 D_fake: 0.301 +(epoch: 4, iters: 3252, time: 0.296, data: 0.018) G_GAN: 1.231 G_L1: 3.389 D_real: 0.482 D_fake: 0.413 +(epoch: 4, iters: 3352, time: 0.303, data: 0.016) G_GAN: 1.025 G_L1: 3.500 D_real: 0.312 D_fake: 0.772 +(epoch: 4, iters: 3452, time: 0.302, data: 0.025) G_GAN: 1.506 G_L1: 3.744 D_real: 0.535 D_fake: 0.312 +(epoch: 4, iters: 3552, time: 0.384, data: 0.018) G_GAN: 1.074 G_L1: 2.736 D_real: 0.364 D_fake: 0.645 +(epoch: 4, iters: 3652, time: 0.303, data: 0.019) G_GAN: 1.981 G_L1: 5.563 D_real: 0.248 D_fake: 1.113 +(epoch: 4, iters: 3752, time: 0.301, data: 0.017) G_GAN: 1.647 G_L1: 3.187 D_real: 0.190 D_fake: 0.606 +(epoch: 4, iters: 3852, time: 0.304, data: 0.016) G_GAN: 1.412 G_L1: 4.688 D_real: 0.533 D_fake: 0.484 +(epoch: 4, iters: 3952, time: 0.485, data: 0.016) G_GAN: 1.386 G_L1: 2.476 D_real: 0.304 D_fake: 0.814 +(epoch: 4, iters: 4052, time: 0.284, data: 0.018) G_GAN: 1.195 G_L1: 4.207 D_real: 0.598 D_fake: 0.502 +(epoch: 4, iters: 4152, time: 0.286, data: 0.013) G_GAN: 1.443 G_L1: 3.851 D_real: 0.744 D_fake: 0.335 +(epoch: 4, iters: 4252, time: 0.287, data: 0.014) G_GAN: 1.420 G_L1: 3.927 D_real: 0.354 D_fake: 0.573 +(epoch: 4, iters: 4352, time: 0.380, data: 0.015) G_GAN: 1.746 G_L1: 4.216 D_real: 0.375 D_fake: 0.832 +(epoch: 4, iters: 4452, time: 0.306, data: 0.018) G_GAN: 1.476 G_L1: 4.550 D_real: 0.283 D_fake: 0.651 +(epoch: 4, iters: 4552, time: 0.300, data: 0.027) G_GAN: 2.119 G_L1: 4.005 D_real: 0.461 D_fake: 0.592 +(epoch: 4, iters: 4652, time: 0.304, data: 0.017) G_GAN: 1.893 G_L1: 4.524 D_real: 0.242 D_fake: 0.667 +(epoch: 4, iters: 4752, time: 0.417, data: 0.018) G_GAN: 1.833 G_L1: 3.892 D_real: 0.494 D_fake: 0.350 +(epoch: 4, iters: 4852, time: 0.304, data: 0.022) G_GAN: 1.686 G_L1: 3.007 D_real: 0.636 D_fake: 0.341 +(epoch: 4, iters: 4952, time: 0.302, data: 0.021) G_GAN: 1.378 G_L1: 4.570 D_real: 0.278 D_fake: 0.503 +(epoch: 4, iters: 5052, time: 0.303, data: 0.022) G_GAN: 2.116 G_L1: 4.216 D_real: 0.357 D_fake: 0.703 +(epoch: 4, iters: 5152, time: 0.415, data: 0.016) G_GAN: 1.220 G_L1: 3.292 D_real: 0.691 D_fake: 0.445 +(epoch: 4, iters: 5252, time: 0.298, data: 0.017) G_GAN: 1.218 G_L1: 4.949 D_real: 0.804 D_fake: 0.546 +(epoch: 4, iters: 5352, time: 0.288, data: 0.016) G_GAN: 1.433 G_L1: 2.953 D_real: 0.254 D_fake: 0.690 +(epoch: 4, iters: 5452, time: 0.295, data: 0.015) G_GAN: 1.504 G_L1: 3.852 D_real: 0.536 D_fake: 0.336 +(epoch: 4, iters: 5552, time: 0.418, data: 0.014) G_GAN: 1.505 G_L1: 5.005 D_real: 0.426 D_fake: 0.463 +(epoch: 4, iters: 5652, time: 0.297, data: 0.018) G_GAN: 1.886 G_L1: 4.283 D_real: 0.147 D_fake: 1.183 +(epoch: 4, iters: 5752, time: 0.291, data: 0.014) G_GAN: 1.913 G_L1: 4.592 D_real: 0.215 D_fake: 0.470 +(epoch: 4, iters: 5852, time: 0.299, data: 0.015) G_GAN: 1.578 G_L1: 2.753 D_real: 0.964 D_fake: 0.194 +(epoch: 4, iters: 5952, time: 0.531, data: 0.016) G_GAN: 1.193 G_L1: 2.403 D_real: 0.370 D_fake: 0.523 +(epoch: 4, iters: 6052, time: 0.295, data: 0.018) G_GAN: 1.444 G_L1: 2.834 D_real: 0.347 D_fake: 0.491 +(epoch: 4, iters: 6152, time: 0.295, data: 0.016) G_GAN: 1.564 G_L1: 7.392 D_real: 0.528 D_fake: 0.462 +(epoch: 4, iters: 6252, time: 0.297, data: 0.016) G_GAN: 1.739 G_L1: 3.468 D_real: 0.410 D_fake: 0.315 +(epoch: 4, iters: 6352, time: 0.413, data: 0.016) G_GAN: 1.329 G_L1: 3.822 D_real: 0.668 D_fake: 0.471 +(epoch: 4, iters: 6452, time: 0.290, data: 0.018) G_GAN: 1.445 G_L1: 2.695 D_real: 0.337 D_fake: 0.449 +(epoch: 4, iters: 6552, time: 0.288, data: 0.016) G_GAN: 1.497 G_L1: 4.839 D_real: 0.472 D_fake: 0.428 +(epoch: 4, iters: 6652, time: 0.302, data: 0.016) G_GAN: 1.235 G_L1: 2.094 D_real: 0.641 D_fake: 0.594 +(epoch: 4, iters: 6752, time: 0.388, data: 0.016) G_GAN: 1.446 G_L1: 3.317 D_real: 0.519 D_fake: 0.434 +(epoch: 4, iters: 6852, time: 0.294, data: 0.020) G_GAN: 0.888 G_L1: 2.896 D_real: 0.718 D_fake: 0.513 +(epoch: 4, iters: 6952, time: 0.302, data: 0.017) G_GAN: 2.083 G_L1: 6.424 D_real: 0.191 D_fake: 0.659 +(epoch: 4, iters: 7052, time: 0.295, data: 0.017) G_GAN: 1.999 G_L1: 5.774 D_real: 0.989 D_fake: 0.306 +(epoch: 4, iters: 7152, time: 0.425, data: 0.017) G_GAN: 1.766 G_L1: 5.041 D_real: 0.380 D_fake: 0.365 +(epoch: 4, iters: 7252, time: 0.300, data: 0.020) G_GAN: 1.460 G_L1: 3.330 D_real: 0.508 D_fake: 0.544 +(epoch: 4, iters: 7352, time: 0.290, data: 0.018) G_GAN: 1.628 G_L1: 4.565 D_real: 0.497 D_fake: 0.282 +(epoch: 4, iters: 7452, time: 0.295, data: 0.017) G_GAN: 1.024 G_L1: 3.744 D_real: 1.064 D_fake: 0.530 +(epoch: 4, iters: 7552, time: 0.419, data: 0.016) G_GAN: 1.360 G_L1: 4.328 D_real: 0.472 D_fake: 0.495 +(epoch: 4, iters: 7652, time: 0.294, data: 0.018) G_GAN: 2.550 G_L1: 4.319 D_real: 0.439 D_fake: 0.166 +(epoch: 4, iters: 7752, time: 0.305, data: 0.016) G_GAN: 1.114 G_L1: 3.567 D_real: 0.746 D_fake: 0.388 +(epoch: 4, iters: 7852, time: 0.291, data: 0.020) G_GAN: 1.234 G_L1: 3.097 D_real: 1.026 D_fake: 0.473 +(epoch: 4, iters: 7952, time: 0.517, data: 0.016) G_GAN: 1.089 G_L1: 3.479 D_real: 0.938 D_fake: 0.379 +(epoch: 4, iters: 8052, time: 0.288, data: 0.019) G_GAN: 1.590 G_L1: 3.202 D_real: 0.189 D_fake: 0.699 +(epoch: 4, iters: 8152, time: 0.302, data: 0.016) G_GAN: 2.022 G_L1: 5.390 D_real: 0.103 D_fake: 0.910 +(epoch: 4, iters: 8252, time: 0.293, data: 0.017) G_GAN: 2.314 G_L1: 4.855 D_real: 0.394 D_fake: 0.224 +(epoch: 4, iters: 8352, time: 0.414, data: 0.015) G_GAN: 1.683 G_L1: 3.905 D_real: 0.622 D_fake: 0.326 +(epoch: 4, iters: 8452, time: 0.291, data: 0.020) G_GAN: 1.234 G_L1: 4.089 D_real: 0.484 D_fake: 0.514 +(epoch: 4, iters: 8552, time: 0.304, data: 0.015) G_GAN: 1.443 G_L1: 5.492 D_real: 0.271 D_fake: 0.654 +(epoch: 4, iters: 8652, time: 0.296, data: 0.018) G_GAN: 1.264 G_L1: 3.207 D_real: 0.410 D_fake: 0.390 +(epoch: 4, iters: 8752, time: 0.413, data: 0.016) G_GAN: 1.300 G_L1: 2.502 D_real: 0.397 D_fake: 0.447 +(epoch: 4, iters: 8852, time: 0.283, data: 0.020) G_GAN: 1.712 G_L1: 3.061 D_real: 0.299 D_fake: 0.413 +(epoch: 4, iters: 8952, time: 0.294, data: 0.017) G_GAN: 1.470 G_L1: 2.621 D_real: 0.561 D_fake: 0.348 +(epoch: 4, iters: 9052, time: 0.282, data: 0.018) G_GAN: 1.128 G_L1: 2.491 D_real: 1.143 D_fake: 0.332 +(epoch: 4, iters: 9152, time: 0.372, data: 0.014) G_GAN: 1.250 G_L1: 2.769 D_real: 0.493 D_fake: 0.470 +(epoch: 4, iters: 9252, time: 0.297, data: 0.019) G_GAN: 1.019 G_L1: 5.147 D_real: 0.948 D_fake: 0.264 +(epoch: 4, iters: 9352, time: 0.301, data: 0.014) G_GAN: 1.416 G_L1: 3.362 D_real: 0.595 D_fake: 0.604 +(epoch: 4, iters: 9452, time: 0.296, data: 0.020) G_GAN: 1.095 G_L1: 2.800 D_real: 0.699 D_fake: 0.526 +(epoch: 4, iters: 9552, time: 0.413, data: 0.018) G_GAN: 1.763 G_L1: 3.807 D_real: 0.698 D_fake: 0.298 +(epoch: 4, iters: 9652, time: 0.297, data: 0.018) G_GAN: 1.262 G_L1: 3.671 D_real: 0.549 D_fake: 0.349 +(epoch: 4, iters: 9752, time: 0.298, data: 0.019) G_GAN: 1.346 G_L1: 2.944 D_real: 0.578 D_fake: 0.305 +(epoch: 4, iters: 9852, time: 0.291, data: 0.015) G_GAN: 1.557 G_L1: 3.207 D_real: 0.394 D_fake: 0.626 +(epoch: 4, iters: 9952, time: 0.484, data: 0.016) G_GAN: 1.415 G_L1: 3.107 D_real: 0.618 D_fake: 0.262 +(epoch: 4, iters: 10052, time: 0.299, data: 0.018) G_GAN: 1.352 G_L1: 3.765 D_real: 0.555 D_fake: 0.456 +(epoch: 4, iters: 10152, time: 0.304, data: 0.017) G_GAN: 1.514 G_L1: 3.319 D_real: 0.548 D_fake: 0.456 +(epoch: 4, iters: 10252, time: 0.299, data: 0.016) G_GAN: 1.548 G_L1: 4.015 D_real: 0.067 D_fake: 0.696 +(epoch: 4, iters: 10352, time: 0.417, data: 0.019) G_GAN: 1.328 G_L1: 3.144 D_real: 0.549 D_fake: 0.297 +(epoch: 4, iters: 10452, time: 0.289, data: 0.018) G_GAN: 1.305 G_L1: 2.664 D_real: 0.424 D_fake: 0.548 +(epoch: 4, iters: 10552, time: 0.292, data: 0.015) G_GAN: 1.196 G_L1: 2.365 D_real: 0.502 D_fake: 0.813 +(epoch: 4, iters: 10652, time: 0.304, data: 0.016) G_GAN: 1.485 G_L1: 3.561 D_real: 0.380 D_fake: 0.561 +(epoch: 4, iters: 10752, time: 0.416, data: 0.017) G_GAN: 1.510 G_L1: 2.707 D_real: 0.464 D_fake: 0.297 +(epoch: 4, iters: 10852, time: 0.294, data: 0.021) G_GAN: 1.765 G_L1: 3.339 D_real: 0.888 D_fake: 0.384 +(epoch: 4, iters: 10952, time: 0.303, data: 0.016) G_GAN: 1.954 G_L1: 4.081 D_real: 0.256 D_fake: 0.237 +(epoch: 4, iters: 11052, time: 0.302, data: 0.016) G_GAN: 1.743 G_L1: 4.112 D_real: 0.717 D_fake: 0.441 +(epoch: 4, iters: 11152, time: 0.394, data: 0.025) G_GAN: 1.406 G_L1: 5.593 D_real: 0.459 D_fake: 0.904 +(epoch: 4, iters: 11252, time: 0.302, data: 0.020) G_GAN: 1.785 G_L1: 4.342 D_real: 0.588 D_fake: 0.343 +(epoch: 4, iters: 11352, time: 0.298, data: 0.016) G_GAN: 1.460 G_L1: 3.607 D_real: 0.353 D_fake: 0.462 +(epoch: 4, iters: 11452, time: 0.299, data: 0.020) G_GAN: 1.515 G_L1: 4.491 D_real: 0.386 D_fake: 1.415 +(epoch: 4, iters: 11552, time: 0.418, data: 0.015) G_GAN: 1.085 G_L1: 4.173 D_real: 0.648 D_fake: 0.314 +(epoch: 4, iters: 11652, time: 0.293, data: 0.019) G_GAN: 2.008 G_L1: 5.295 D_real: 0.135 D_fake: 0.436 +(epoch: 4, iters: 11752, time: 0.303, data: 0.017) G_GAN: 1.470 G_L1: 3.499 D_real: 0.336 D_fake: 0.562 +(epoch: 4, iters: 11852, time: 0.296, data: 0.018) G_GAN: 1.293 G_L1: 3.461 D_real: 0.360 D_fake: 0.793 +(epoch: 4, iters: 11952, time: 0.509, data: 0.016) G_GAN: 1.990 G_L1: 3.502 D_real: 0.285 D_fake: 0.451 +(epoch: 4, iters: 12052, time: 0.302, data: 0.016) G_GAN: 1.736 G_L1: 4.984 D_real: 0.155 D_fake: 0.371 +(epoch: 4, iters: 12152, time: 0.304, data: 0.017) G_GAN: 1.461 G_L1: 4.476 D_real: 1.055 D_fake: 0.153 +(epoch: 4, iters: 12252, time: 0.301, data: 0.017) G_GAN: 1.188 G_L1: 3.354 D_real: 0.888 D_fake: 0.366 +(epoch: 4, iters: 12352, time: 0.409, data: 0.017) G_GAN: 1.537 G_L1: 2.495 D_real: 0.447 D_fake: 0.248 +(epoch: 4, iters: 12452, time: 0.295, data: 0.019) G_GAN: 0.968 G_L1: 3.250 D_real: 1.048 D_fake: 0.307 +(epoch: 4, iters: 12552, time: 0.303, data: 0.016) G_GAN: 1.840 G_L1: 3.392 D_real: 0.224 D_fake: 0.549 +(epoch: 4, iters: 12652, time: 0.303, data: 0.016) G_GAN: 1.662 G_L1: 3.255 D_real: 0.175 D_fake: 0.416 +(epoch: 4, iters: 12752, time: 0.408, data: 0.016) G_GAN: 1.716 G_L1: 3.111 D_real: 0.354 D_fake: 0.392 +(epoch: 4, iters: 12852, time: 0.308, data: 0.019) G_GAN: 1.871 G_L1: 4.279 D_real: 0.183 D_fake: 0.761 +(epoch: 4, iters: 12952, time: 0.303, data: 0.016) G_GAN: 1.201 G_L1: 2.595 D_real: 0.473 D_fake: 0.575 +(epoch: 4, iters: 13052, time: 0.301, data: 0.016) G_GAN: 1.459 G_L1: 4.066 D_real: 0.211 D_fake: 0.523 +(epoch: 4, iters: 13152, time: 0.413, data: 0.017) G_GAN: 1.746 G_L1: 9.156 D_real: 0.316 D_fake: 0.560 +(epoch: 4, iters: 13252, time: 0.302, data: 0.019) G_GAN: 1.316 G_L1: 3.084 D_real: 0.289 D_fake: 1.049 +(epoch: 4, iters: 13352, time: 0.293, data: 0.017) G_GAN: 1.385 G_L1: 3.241 D_real: 0.172 D_fake: 0.574 +(epoch: 4, iters: 13452, time: 0.300, data: 0.017) G_GAN: 1.463 G_L1: 2.807 D_real: 0.610 D_fake: 0.343 +(epoch: 4, iters: 13552, time: 0.430, data: 0.018) G_GAN: 1.329 G_L1: 4.764 D_real: 0.360 D_fake: 0.684 +(epoch: 4, iters: 13652, time: 0.294, data: 0.020) G_GAN: 1.299 G_L1: 3.090 D_real: 0.441 D_fake: 0.997 +(epoch: 4, iters: 13752, time: 0.296, data: 0.016) G_GAN: 1.212 G_L1: 2.982 D_real: 0.865 D_fake: 0.243 +(epoch: 4, iters: 13852, time: 0.301, data: 0.015) G_GAN: 1.830 G_L1: 3.842 D_real: 0.482 D_fake: 0.893 +(epoch: 4, iters: 13952, time: 0.542, data: 0.016) G_GAN: 1.281 G_L1: 3.040 D_real: 0.573 D_fake: 0.466 +(epoch: 4, iters: 14052, time: 0.301, data: 0.018) G_GAN: 1.313 G_L1: 3.270 D_real: 0.883 D_fake: 0.286 +(epoch: 4, iters: 14152, time: 0.302, data: 0.024) G_GAN: 1.508 G_L1: 3.902 D_real: 0.665 D_fake: 0.327 +(epoch: 4, iters: 14252, time: 0.301, data: 0.017) G_GAN: 1.740 G_L1: 4.118 D_real: 0.291 D_fake: 0.526 +(epoch: 4, iters: 14352, time: 0.385, data: 0.018) G_GAN: 1.473 G_L1: 2.978 D_real: 0.782 D_fake: 0.255 +(epoch: 4, iters: 14452, time: 0.297, data: 0.018) G_GAN: 3.100 G_L1: 7.528 D_real: 0.071 D_fake: 0.586 +(epoch: 4, iters: 14552, time: 0.304, data: 0.016) G_GAN: 1.423 G_L1: 2.853 D_real: 0.663 D_fake: 0.462 +(epoch: 4, iters: 14652, time: 0.294, data: 0.017) G_GAN: 1.566 G_L1: 3.381 D_real: 0.600 D_fake: 0.316 +(epoch: 4, iters: 14752, time: 0.387, data: 0.017) G_GAN: 1.412 G_L1: 3.299 D_real: 0.702 D_fake: 0.378 +(epoch: 4, iters: 14852, time: 0.307, data: 0.021) G_GAN: 1.226 G_L1: 3.598 D_real: 0.408 D_fake: 0.501 +(epoch: 4, iters: 14952, time: 0.303, data: 0.021) G_GAN: 1.367 G_L1: 3.479 D_real: 0.811 D_fake: 0.856 +(epoch: 4, iters: 15052, time: 0.297, data: 0.019) G_GAN: 1.402 G_L1: 2.808 D_real: 0.863 D_fake: 0.304 +(epoch: 4, iters: 15152, time: 0.409, data: 0.016) G_GAN: 1.185 G_L1: 3.485 D_real: 0.521 D_fake: 0.557 +(epoch: 4, iters: 15252, time: 0.297, data: 0.019) G_GAN: 1.372 G_L1: 5.199 D_real: 0.535 D_fake: 0.588 +(epoch: 4, iters: 15352, time: 0.304, data: 0.016) G_GAN: 2.067 G_L1: 3.762 D_real: 0.151 D_fake: 0.235 +(epoch: 4, iters: 15452, time: 0.305, data: 0.018) G_GAN: 2.391 G_L1: 4.074 D_real: 0.496 D_fake: 0.149 +(epoch: 4, iters: 15552, time: 0.394, data: 0.017) G_GAN: 1.228 G_L1: 3.418 D_real: 0.273 D_fake: 0.470 +(epoch: 4, iters: 15652, time: 0.305, data: 0.021) G_GAN: 1.281 G_L1: 3.016 D_real: 0.087 D_fake: 0.765 +(epoch: 4, iters: 15752, time: 0.299, data: 0.020) G_GAN: 1.445 G_L1: 3.029 D_real: 1.039 D_fake: 0.255 +(epoch: 4, iters: 15852, time: 0.294, data: 0.017) G_GAN: 1.372 G_L1: 2.833 D_real: 0.701 D_fake: 0.547 +(epoch: 4, iters: 15952, time: 0.522, data: 0.016) G_GAN: 1.682 G_L1: 3.830 D_real: 0.146 D_fake: 0.550 +(epoch: 4, iters: 16052, time: 0.295, data: 0.019) G_GAN: 1.724 G_L1: 6.043 D_real: 0.670 D_fake: 0.255 +(epoch: 4, iters: 16152, time: 0.297, data: 0.018) G_GAN: 1.977 G_L1: 3.637 D_real: 0.132 D_fake: 0.386 +(epoch: 4, iters: 16252, time: 0.301, data: 0.016) G_GAN: 1.894 G_L1: 4.020 D_real: 0.383 D_fake: 0.575 +(epoch: 4, iters: 16352, time: 0.424, data: 0.017) G_GAN: 1.872 G_L1: 4.495 D_real: 0.104 D_fake: 0.754 +(epoch: 4, iters: 16452, time: 0.305, data: 0.019) G_GAN: 1.697 G_L1: 3.768 D_real: 0.379 D_fake: 0.328 +(epoch: 4, iters: 16552, time: 0.296, data: 0.018) G_GAN: 2.278 G_L1: 4.516 D_real: 0.257 D_fake: 1.076 +(epoch: 4, iters: 16652, time: 0.300, data: 0.017) G_GAN: 1.738 G_L1: 3.057 D_real: 0.530 D_fake: 0.226 +(epoch: 4, iters: 16752, time: 0.410, data: 0.017) G_GAN: 1.252 G_L1: 3.066 D_real: 0.897 D_fake: 0.253 +(epoch: 4, iters: 16852, time: 0.303, data: 0.018) G_GAN: 2.030 G_L1: 6.503 D_real: 0.553 D_fake: 0.172 +(epoch: 4, iters: 16952, time: 0.305, data: 0.017) G_GAN: 1.395 G_L1: 3.379 D_real: 0.300 D_fake: 0.597 +(epoch: 4, iters: 17052, time: 0.302, data: 0.018) G_GAN: 1.855 G_L1: 4.296 D_real: 0.323 D_fake: 0.342 +(epoch: 4, iters: 17152, time: 0.388, data: 0.018) G_GAN: 1.410 G_L1: 2.610 D_real: 0.527 D_fake: 0.645 +(epoch: 4, iters: 17252, time: 0.296, data: 0.019) G_GAN: 1.337 G_L1: 2.510 D_real: 0.415 D_fake: 0.408 +(epoch: 4, iters: 17352, time: 0.308, data: 0.018) G_GAN: 1.655 G_L1: 6.407 D_real: 0.757 D_fake: 0.424 +(epoch: 4, iters: 17452, time: 0.297, data: 0.018) G_GAN: 1.661 G_L1: 4.319 D_real: 0.472 D_fake: 0.338 +(epoch: 4, iters: 17552, time: 0.428, data: 0.017) G_GAN: 1.505 G_L1: 4.677 D_real: 0.053 D_fake: 1.298 +(epoch: 4, iters: 17652, time: 0.297, data: 0.020) G_GAN: 1.261 G_L1: 3.278 D_real: 0.813 D_fake: 0.301 +(epoch: 4, iters: 17752, time: 0.296, data: 0.018) G_GAN: 1.326 G_L1: 3.134 D_real: 0.782 D_fake: 0.564 +(epoch: 4, iters: 17852, time: 0.305, data: 0.016) G_GAN: 2.007 G_L1: 5.284 D_real: 0.220 D_fake: 0.366 +(epoch: 4, iters: 17952, time: 0.534, data: 0.017) G_GAN: 1.365 G_L1: 2.735 D_real: 0.535 D_fake: 0.370 +(epoch: 4, iters: 18052, time: 0.303, data: 0.019) G_GAN: 1.215 G_L1: 3.423 D_real: 0.418 D_fake: 0.675 +(epoch: 4, iters: 18152, time: 0.296, data: 0.022) G_GAN: 2.213 G_L1: 3.501 D_real: 0.363 D_fake: 0.434 +(epoch: 4, iters: 18252, time: 0.307, data: 0.016) G_GAN: 2.165 G_L1: 4.523 D_real: 0.253 D_fake: 0.274 +(epoch: 4, iters: 18352, time: 0.393, data: 0.019) G_GAN: 1.099 G_L1: 3.010 D_real: 0.571 D_fake: 0.698 +(epoch: 4, iters: 18452, time: 0.299, data: 0.020) G_GAN: 1.753 G_L1: 4.394 D_real: 0.673 D_fake: 0.159 +(epoch: 4, iters: 18552, time: 0.305, data: 0.018) G_GAN: 1.604 G_L1: 3.374 D_real: 0.378 D_fake: 0.215 +(epoch: 4, iters: 18652, time: 0.304, data: 0.017) G_GAN: 1.683 G_L1: 3.978 D_real: 0.375 D_fake: 0.688 +(epoch: 4, iters: 18752, time: 0.405, data: 0.017) G_GAN: 1.533 G_L1: 3.999 D_real: 0.729 D_fake: 0.370 +(epoch: 4, iters: 18852, time: 0.300, data: 0.019) G_GAN: 1.663 G_L1: 3.217 D_real: 0.370 D_fake: 0.480 +(epoch: 4, iters: 18952, time: 0.296, data: 0.017) G_GAN: 2.152 G_L1: 3.868 D_real: 0.204 D_fake: 0.569 +(epoch: 4, iters: 19052, time: 0.303, data: 0.017) G_GAN: 1.252 G_L1: 3.565 D_real: 0.352 D_fake: 0.435 +(epoch: 4, iters: 19152, time: 0.378, data: 0.017) G_GAN: 1.685 G_L1: 6.945 D_real: 0.345 D_fake: 0.356 +(epoch: 4, iters: 19252, time: 0.301, data: 0.018) G_GAN: 1.040 G_L1: 3.585 D_real: 0.392 D_fake: 0.741 +(epoch: 4, iters: 19352, time: 0.293, data: 0.018) G_GAN: 1.779 G_L1: 4.480 D_real: 0.316 D_fake: 0.794 +(epoch: 4, iters: 19452, time: 0.300, data: 0.016) G_GAN: 1.372 G_L1: 3.939 D_real: 0.853 D_fake: 0.253 +(epoch: 4, iters: 19552, time: 0.422, data: 0.016) G_GAN: 1.732 G_L1: 4.340 D_real: 0.180 D_fake: 0.624 +(epoch: 4, iters: 19652, time: 0.300, data: 0.020) G_GAN: 1.556 G_L1: 3.748 D_real: 0.306 D_fake: 0.363 +(epoch: 4, iters: 19752, time: 0.295, data: 0.018) G_GAN: 1.294 G_L1: 2.726 D_real: 0.464 D_fake: 0.450 +(epoch: 4, iters: 19852, time: 0.297, data: 0.017) G_GAN: 1.748 G_L1: 2.091 D_real: 0.239 D_fake: 0.417 +(epoch: 4, iters: 19952, time: 0.535, data: 0.017) G_GAN: 1.468 G_L1: 2.844 D_real: 0.915 D_fake: 0.233 +(epoch: 4, iters: 20052, time: 0.300, data: 0.019) G_GAN: 2.224 G_L1: 4.498 D_real: 0.127 D_fake: 0.920 +(epoch: 4, iters: 20152, time: 0.303, data: 0.017) G_GAN: 1.783 G_L1: 4.913 D_real: 0.178 D_fake: 0.430 +(epoch: 4, iters: 20252, time: 0.294, data: 0.016) G_GAN: 1.830 G_L1: 4.601 D_real: 0.240 D_fake: 0.564 +(epoch: 4, iters: 20352, time: 0.411, data: 0.016) G_GAN: 1.004 G_L1: 3.291 D_real: 0.680 D_fake: 0.550 +(epoch: 4, iters: 20452, time: 0.300, data: 0.018) G_GAN: 1.617 G_L1: 2.651 D_real: 0.185 D_fake: 0.513 +(epoch: 4, iters: 20552, time: 0.297, data: 0.024) G_GAN: 1.926 G_L1: 4.481 D_real: 0.158 D_fake: 0.974 +(epoch: 4, iters: 20652, time: 0.298, data: 0.015) G_GAN: 1.505 G_L1: 4.262 D_real: 0.781 D_fake: 0.348 +(epoch: 4, iters: 20752, time: 0.416, data: 0.017) G_GAN: 1.355 G_L1: 4.374 D_real: 0.810 D_fake: 0.322 +(epoch: 4, iters: 20852, time: 0.305, data: 0.019) G_GAN: 1.470 G_L1: 3.818 D_real: 0.211 D_fake: 0.561 +(epoch: 4, iters: 20952, time: 0.307, data: 0.016) G_GAN: 1.474 G_L1: 3.301 D_real: 0.582 D_fake: 0.665 +(epoch: 4, iters: 21052, time: 0.303, data: 0.017) G_GAN: 2.722 G_L1: 5.197 D_real: 0.249 D_fake: 1.121 +(epoch: 4, iters: 21152, time: 0.427, data: 0.017) G_GAN: 1.381 G_L1: 3.915 D_real: 0.522 D_fake: 0.445 +(epoch: 4, iters: 21252, time: 0.303, data: 0.019) G_GAN: 1.466 G_L1: 3.673 D_real: 0.311 D_fake: 0.399 +(epoch: 4, iters: 21352, time: 0.307, data: 0.017) G_GAN: 1.326 G_L1: 2.083 D_real: 0.556 D_fake: 0.274 +(epoch: 4, iters: 21452, time: 0.300, data: 0.016) G_GAN: 1.444 G_L1: 2.643 D_real: 0.098 D_fake: 0.515 +(epoch: 4, iters: 21552, time: 0.401, data: 0.018) G_GAN: 1.427 G_L1: 2.666 D_real: 0.567 D_fake: 0.594 +(epoch: 4, iters: 21652, time: 0.296, data: 0.019) G_GAN: 2.593 G_L1: 4.269 D_real: 0.081 D_fake: 1.073 +(epoch: 4, iters: 21752, time: 0.301, data: 0.017) G_GAN: 1.942 G_L1: 3.279 D_real: 0.368 D_fake: 0.554 +(epoch: 4, iters: 21852, time: 0.285, data: 0.016) G_GAN: 1.706 G_L1: 2.913 D_real: 0.522 D_fake: 0.339 +(epoch: 4, iters: 21952, time: 0.540, data: 0.016) G_GAN: 1.517 G_L1: 3.708 D_real: 0.324 D_fake: 0.931 +(epoch: 4, iters: 22052, time: 0.297, data: 0.018) G_GAN: 1.395 G_L1: 4.532 D_real: 0.355 D_fake: 0.469 +(epoch: 4, iters: 22152, time: 0.291, data: 0.015) G_GAN: 1.893 G_L1: 5.108 D_real: 0.279 D_fake: 0.901 +(epoch: 4, iters: 22252, time: 0.301, data: 0.017) G_GAN: 2.074 G_L1: 4.005 D_real: 0.400 D_fake: 0.274 +(epoch: 4, iters: 22352, time: 0.382, data: 0.017) G_GAN: 1.662 G_L1: 3.116 D_real: 0.271 D_fake: 0.849 +(epoch: 4, iters: 22452, time: 0.298, data: 0.018) G_GAN: 2.363 G_L1: 4.626 D_real: 0.311 D_fake: 0.400 +(epoch: 4, iters: 22552, time: 0.300, data: 0.016) G_GAN: 2.524 G_L1: 4.459 D_real: 0.280 D_fake: 0.300 +(epoch: 4, iters: 22652, time: 0.291, data: 0.016) G_GAN: 1.399 G_L1: 2.811 D_real: 0.881 D_fake: 0.312 +(epoch: 4, iters: 22752, time: 0.413, data: 0.015) G_GAN: 1.842 G_L1: 4.785 D_real: 0.420 D_fake: 0.344 +(epoch: 4, iters: 22852, time: 0.298, data: 0.019) G_GAN: 1.295 G_L1: 3.548 D_real: 0.475 D_fake: 0.623 +(epoch: 4, iters: 22952, time: 0.302, data: 0.021) G_GAN: 1.406 G_L1: 4.625 D_real: 0.431 D_fake: 0.596 +(epoch: 4, iters: 23052, time: 0.295, data: 0.019) G_GAN: 2.239 G_L1: 4.217 D_real: 0.298 D_fake: 0.602 +(epoch: 4, iters: 23152, time: 0.420, data: 0.017) G_GAN: 1.866 G_L1: 5.133 D_real: 0.301 D_fake: 0.557 +(epoch: 4, iters: 23252, time: 0.304, data: 0.019) G_GAN: 1.699 G_L1: 4.114 D_real: 0.231 D_fake: 0.558 +(epoch: 4, iters: 23352, time: 0.288, data: 0.016) G_GAN: 1.459 G_L1: 2.354 D_real: 0.669 D_fake: 0.450 +(epoch: 4, iters: 23452, time: 0.305, data: 0.016) G_GAN: 2.368 G_L1: 4.090 D_real: 0.319 D_fake: 0.721 +(epoch: 4, iters: 23552, time: 0.407, data: 0.017) G_GAN: 1.679 G_L1: 3.929 D_real: 0.370 D_fake: 0.418 +(epoch: 4, iters: 23652, time: 0.296, data: 0.019) G_GAN: 1.417 G_L1: 3.682 D_real: 0.167 D_fake: 0.648 +(epoch: 4, iters: 23752, time: 0.283, data: 0.016) G_GAN: 1.578 G_L1: 3.035 D_real: 0.453 D_fake: 0.290 +(epoch: 4, iters: 23852, time: 0.295, data: 0.013) G_GAN: 1.528 G_L1: 2.780 D_real: 0.397 D_fake: 0.505 +(epoch: 4, iters: 23952, time: 0.523, data: 0.023) G_GAN: 1.943 G_L1: 4.494 D_real: 0.519 D_fake: 0.378 +(epoch: 4, iters: 24052, time: 0.286, data: 0.019) G_GAN: 1.181 G_L1: 4.914 D_real: 0.374 D_fake: 0.659 +(epoch: 4, iters: 24152, time: 0.299, data: 0.016) G_GAN: 1.502 G_L1: 5.169 D_real: 0.633 D_fake: 0.231 +(epoch: 4, iters: 24252, time: 0.294, data: 0.017) G_GAN: 1.011 G_L1: 2.844 D_real: 0.920 D_fake: 0.662 +(epoch: 4, iters: 24352, time: 0.415, data: 0.017) G_GAN: 1.416 G_L1: 3.910 D_real: 0.427 D_fake: 0.315 +(epoch: 4, iters: 24452, time: 0.288, data: 0.017) G_GAN: 1.510 G_L1: 3.624 D_real: 0.468 D_fake: 0.424 +(epoch: 4, iters: 24552, time: 0.296, data: 0.016) G_GAN: 1.457 G_L1: 2.722 D_real: 0.883 D_fake: 0.358 +(epoch: 4, iters: 24652, time: 0.272, data: 0.017) G_GAN: 1.036 G_L1: 2.794 D_real: 0.941 D_fake: 0.526 +(epoch: 4, iters: 24752, time: 0.417, data: 0.015) G_GAN: 1.769 G_L1: 5.274 D_real: 0.474 D_fake: 0.442 +(epoch: 4, iters: 24852, time: 0.290, data: 0.021) G_GAN: 1.966 G_L1: 3.594 D_real: 0.542 D_fake: 0.192 +(epoch: 4, iters: 24952, time: 0.302, data: 0.017) G_GAN: 1.410 G_L1: 2.982 D_real: 0.891 D_fake: 0.220 +(epoch: 4, iters: 25052, time: 0.282, data: 0.020) G_GAN: 1.867 G_L1: 3.713 D_real: 0.354 D_fake: 0.826 +(epoch: 4, iters: 25152, time: 0.419, data: 0.015) G_GAN: 1.251 G_L1: 4.599 D_real: 0.776 D_fake: 0.336 +(epoch: 4, iters: 25252, time: 0.292, data: 0.019) G_GAN: 1.556 G_L1: 3.296 D_real: 0.371 D_fake: 0.381 +(epoch: 4, iters: 25352, time: 0.285, data: 0.016) G_GAN: 1.768 G_L1: 3.703 D_real: 0.519 D_fake: 0.272 +(epoch: 4, iters: 25452, time: 0.277, data: 0.014) G_GAN: 1.452 G_L1: 2.926 D_real: 0.262 D_fake: 0.828 +(epoch: 4, iters: 25552, time: 0.408, data: 0.013) G_GAN: 1.378 G_L1: 3.847 D_real: 0.511 D_fake: 0.491 +(epoch: 4, iters: 25652, time: 0.293, data: 0.017) G_GAN: 1.609 G_L1: 4.138 D_real: 0.686 D_fake: 0.451 +(epoch: 4, iters: 25752, time: 0.295, data: 0.015) G_GAN: 1.296 G_L1: 4.564 D_real: 0.407 D_fake: 0.960 +(epoch: 4, iters: 25852, time: 0.299, data: 0.018) G_GAN: 2.323 G_L1: 3.889 D_real: 0.091 D_fake: 1.164 +(epoch: 4, iters: 25952, time: 0.527, data: 0.015) G_GAN: 1.272 G_L1: 3.660 D_real: 0.767 D_fake: 0.377 +(epoch: 4, iters: 26052, time: 0.291, data: 0.018) G_GAN: 1.674 G_L1: 3.978 D_real: 0.372 D_fake: 0.624 +(epoch: 4, iters: 26152, time: 0.295, data: 0.015) G_GAN: 1.564 G_L1: 3.298 D_real: 0.348 D_fake: 0.500 +(epoch: 4, iters: 26252, time: 0.288, data: 0.016) G_GAN: 1.373 G_L1: 3.546 D_real: 1.275 D_fake: 0.582 +(epoch: 4, iters: 26352, time: 0.416, data: 0.017) G_GAN: 1.059 G_L1: 3.377 D_real: 0.602 D_fake: 0.376 +(epoch: 4, iters: 26452, time: 0.287, data: 0.018) G_GAN: 1.748 G_L1: 3.442 D_real: 0.238 D_fake: 0.566 +(epoch: 4, iters: 26552, time: 0.287, data: 0.015) G_GAN: 2.234 G_L1: 4.310 D_real: 0.195 D_fake: 0.714 +(epoch: 4, iters: 26652, time: 0.288, data: 0.014) G_GAN: 2.190 G_L1: 4.924 D_real: 0.076 D_fake: 1.593 +(epoch: 4, iters: 26752, time: 0.404, data: 0.016) G_GAN: 1.578 G_L1: 3.617 D_real: 0.176 D_fake: 0.847 +(epoch: 4, iters: 26852, time: 0.297, data: 0.018) G_GAN: 1.160 G_L1: 3.285 D_real: 0.952 D_fake: 0.235 +(epoch: 4, iters: 26952, time: 0.294, data: 0.015) G_GAN: 1.555 G_L1: 2.986 D_real: 0.515 D_fake: 0.366 +(epoch: 4, iters: 27052, time: 0.295, data: 0.015) G_GAN: 1.396 G_L1: 4.097 D_real: 1.010 D_fake: 0.368 +(epoch: 4, iters: 27152, time: 0.408, data: 0.017) G_GAN: 1.594 G_L1: 3.901 D_real: 0.405 D_fake: 0.608 +(epoch: 4, iters: 27252, time: 0.289, data: 0.019) G_GAN: 1.111 G_L1: 2.475 D_real: 0.829 D_fake: 0.332 +(epoch: 4, iters: 27352, time: 0.293, data: 0.016) G_GAN: 1.806 G_L1: 4.501 D_real: 0.214 D_fake: 0.502 +(epoch: 4, iters: 27452, time: 0.295, data: 0.015) G_GAN: 1.974 G_L1: 3.674 D_real: 0.195 D_fake: 0.242 +(epoch: 4, iters: 27552, time: 0.410, data: 0.015) G_GAN: 1.266 G_L1: 3.587 D_real: 0.754 D_fake: 0.282 +(epoch: 4, iters: 27652, time: 0.298, data: 0.018) G_GAN: 2.512 G_L1: 4.730 D_real: 0.146 D_fake: 0.373 +(epoch: 4, iters: 27752, time: 0.279, data: 0.016) G_GAN: 1.227 G_L1: 3.533 D_real: 0.692 D_fake: 0.445 +(epoch: 4, iters: 27852, time: 0.296, data: 0.015) G_GAN: 1.737 G_L1: 3.223 D_real: 0.302 D_fake: 0.573 +(epoch: 4, iters: 27952, time: 0.515, data: 0.016) G_GAN: 2.141 G_L1: 5.274 D_real: 0.235 D_fake: 0.674 +(epoch: 4, iters: 28052, time: 0.276, data: 0.017) G_GAN: 2.329 G_L1: 3.483 D_real: 0.188 D_fake: 0.525 +(epoch: 4, iters: 28152, time: 0.292, data: 0.015) G_GAN: 1.651 G_L1: 2.689 D_real: 0.453 D_fake: 0.349 +(epoch: 4, iters: 28252, time: 0.286, data: 0.015) G_GAN: 1.696 G_L1: 4.245 D_real: 0.336 D_fake: 0.590 +(epoch: 4, iters: 28352, time: 0.382, data: 0.016) G_GAN: 1.035 G_L1: 2.498 D_real: 0.756 D_fake: 0.374 +(epoch: 4, iters: 28452, time: 0.296, data: 0.018) G_GAN: 1.317 G_L1: 2.624 D_real: 0.447 D_fake: 0.541 +(epoch: 4, iters: 28552, time: 0.281, data: 0.016) G_GAN: 1.274 G_L1: 3.193 D_real: 0.479 D_fake: 0.518 +(epoch: 4, iters: 28652, time: 0.296, data: 0.015) G_GAN: 1.790 G_L1: 3.362 D_real: 0.233 D_fake: 0.283 +(epoch: 4, iters: 28752, time: 0.404, data: 0.016) G_GAN: 1.405 G_L1: 3.644 D_real: 0.811 D_fake: 0.480 +(epoch: 4, iters: 28852, time: 0.294, data: 0.018) G_GAN: 1.997 G_L1: 2.870 D_real: 0.214 D_fake: 0.280 +(epoch: 4, iters: 28952, time: 0.290, data: 0.016) G_GAN: 1.418 G_L1: 2.883 D_real: 0.672 D_fake: 0.291 +(epoch: 4, iters: 29052, time: 0.280, data: 0.015) G_GAN: 1.576 G_L1: 2.777 D_real: 0.803 D_fake: 0.206 +(epoch: 4, iters: 29152, time: 0.398, data: 0.016) G_GAN: 1.213 G_L1: 2.756 D_real: 1.101 D_fake: 0.201 +(epoch: 4, iters: 29252, time: 0.286, data: 0.018) G_GAN: 1.676 G_L1: 3.126 D_real: 0.269 D_fake: 0.426 +(epoch: 4, iters: 29352, time: 0.295, data: 0.016) G_GAN: 1.965 G_L1: 3.674 D_real: 0.251 D_fake: 0.412 +(epoch: 4, iters: 29452, time: 0.289, data: 0.017) G_GAN: 1.743 G_L1: 3.615 D_real: 0.577 D_fake: 0.160 +(epoch: 4, iters: 29552, time: 0.395, data: 0.016) G_GAN: 1.820 G_L1: 4.041 D_real: 0.686 D_fake: 0.291 +(epoch: 4, iters: 29652, time: 0.292, data: 0.020) G_GAN: 1.571 G_L1: 3.868 D_real: 0.267 D_fake: 0.796 +(epoch: 4, iters: 29752, time: 0.297, data: 0.017) G_GAN: 1.823 G_L1: 4.092 D_real: 0.538 D_fake: 0.292 +(epoch: 4, iters: 29852, time: 0.294, data: 0.016) G_GAN: 1.330 G_L1: 3.285 D_real: 0.322 D_fake: 0.735 +(epoch: 4, iters: 29952, time: 0.474, data: 0.016) G_GAN: 1.788 G_L1: 4.278 D_real: 0.621 D_fake: 0.363 +(epoch: 4, iters: 30052, time: 0.294, data: 0.019) G_GAN: 1.472 G_L1: 4.283 D_real: 0.683 D_fake: 0.322 +(epoch: 4, iters: 30152, time: 0.296, data: 0.017) G_GAN: 1.264 G_L1: 3.673 D_real: 0.548 D_fake: 0.385 +(epoch: 4, iters: 30252, time: 0.292, data: 0.017) G_GAN: 1.309 G_L1: 2.868 D_real: 0.357 D_fake: 0.456 +(epoch: 4, iters: 30352, time: 0.402, data: 0.014) G_GAN: 1.312 G_L1: 3.109 D_real: 0.960 D_fake: 0.247 +(epoch: 4, iters: 30452, time: 0.293, data: 0.017) G_GAN: 2.584 G_L1: 4.900 D_real: 0.085 D_fake: 1.363 +(epoch: 4, iters: 30552, time: 0.288, data: 0.015) G_GAN: 2.122 G_L1: 4.780 D_real: 0.953 D_fake: 0.215 +(epoch: 4, iters: 30652, time: 0.296, data: 0.015) G_GAN: 1.449 G_L1: 3.865 D_real: 0.704 D_fake: 0.287 +(epoch: 4, iters: 30752, time: 0.402, data: 0.016) G_GAN: 1.227 G_L1: 2.951 D_real: 1.008 D_fake: 0.491 +(epoch: 4, iters: 30852, time: 0.281, data: 0.023) G_GAN: 1.982 G_L1: 3.677 D_real: 0.222 D_fake: 0.758 +(epoch: 4, iters: 30952, time: 0.295, data: 0.016) G_GAN: 1.594 G_L1: 2.837 D_real: 0.313 D_fake: 0.386 +(epoch: 4, iters: 31052, time: 0.297, data: 0.017) G_GAN: 1.577 G_L1: 5.234 D_real: 0.498 D_fake: 0.475 +(epoch: 4, iters: 31152, time: 0.402, data: 0.016) G_GAN: 1.560 G_L1: 3.878 D_real: 0.552 D_fake: 0.689 +(epoch: 4, iters: 31252, time: 0.297, data: 0.016) G_GAN: 2.521 G_L1: 4.216 D_real: 0.207 D_fake: 0.610 +(epoch: 4, iters: 31352, time: 0.287, data: 0.016) G_GAN: 1.286 G_L1: 3.428 D_real: 0.282 D_fake: 0.351 +(epoch: 4, iters: 31452, time: 0.284, data: 0.015) G_GAN: 2.308 G_L1: 4.639 D_real: 1.122 D_fake: 0.255 +(epoch: 4, iters: 31552, time: 0.369, data: 0.015) G_GAN: 1.699 G_L1: 5.779 D_real: 0.528 D_fake: 0.239 +(epoch: 4, iters: 31652, time: 0.279, data: 0.015) G_GAN: 1.493 G_L1: 6.800 D_real: 0.988 D_fake: 0.206 +(epoch: 4, iters: 31752, time: 0.302, data: 0.014) G_GAN: 1.272 G_L1: 4.841 D_real: 0.367 D_fake: 0.433 +(epoch: 4, iters: 31852, time: 0.291, data: 0.016) G_GAN: 1.447 G_L1: 4.131 D_real: 0.981 D_fake: 0.504 +(epoch: 4, iters: 31952, time: 0.463, data: 0.015) G_GAN: 1.258 G_L1: 2.766 D_real: 0.552 D_fake: 0.620 +(epoch: 4, iters: 32052, time: 0.289, data: 0.017) G_GAN: 1.811 G_L1: 3.636 D_real: 0.465 D_fake: 0.798 +(epoch: 4, iters: 32152, time: 0.276, data: 0.014) G_GAN: 0.985 G_L1: 3.032 D_real: 0.862 D_fake: 0.392 +(epoch: 4, iters: 32252, time: 0.300, data: 0.013) G_GAN: 2.022 G_L1: 4.481 D_real: 0.554 D_fake: 0.169 +(epoch: 4, iters: 32352, time: 0.398, data: 0.017) G_GAN: 1.679 G_L1: 3.751 D_real: 0.560 D_fake: 0.922 +(epoch: 4, iters: 32452, time: 0.290, data: 0.018) G_GAN: 1.554 G_L1: 3.477 D_real: 0.427 D_fake: 0.638 +(epoch: 4, iters: 32552, time: 0.301, data: 0.016) G_GAN: 1.833 G_L1: 3.637 D_real: 0.291 D_fake: 0.485 +(epoch: 4, iters: 32652, time: 0.304, data: 0.017) G_GAN: 1.552 G_L1: 4.967 D_real: 0.588 D_fake: 0.521 +(epoch: 4, iters: 32752, time: 0.420, data: 0.018) G_GAN: 1.939 G_L1: 2.686 D_real: 0.544 D_fake: 0.196 +(epoch: 4, iters: 32852, time: 0.301, data: 0.020) G_GAN: 1.648 G_L1: 4.541 D_real: 0.367 D_fake: 0.290 +(epoch: 4, iters: 32952, time: 0.292, data: 0.017) G_GAN: 2.620 G_L1: 3.439 D_real: 0.075 D_fake: 0.326 +(epoch: 4, iters: 33052, time: 0.291, data: 0.019) G_GAN: 2.086 G_L1: 4.108 D_real: 0.523 D_fake: 0.417 +(epoch: 4, iters: 33152, time: 0.410, data: 0.017) G_GAN: 1.589 G_L1: 3.661 D_real: 0.779 D_fake: 0.279 +(epoch: 4, iters: 33252, time: 0.299, data: 0.018) G_GAN: 2.775 G_L1: 5.166 D_real: 0.671 D_fake: 0.799 +(epoch: 4, iters: 33352, time: 0.293, data: 0.017) G_GAN: 2.306 G_L1: 3.612 D_real: 0.230 D_fake: 1.066 +(epoch: 4, iters: 33452, time: 0.293, data: 0.017) G_GAN: 1.650 G_L1: 4.908 D_real: 0.825 D_fake: 0.446 +(epoch: 4, iters: 33552, time: 0.370, data: 0.016) G_GAN: 1.221 G_L1: 3.310 D_real: 0.521 D_fake: 0.555 +(epoch: 4, iters: 33652, time: 0.291, data: 0.016) G_GAN: 1.798 G_L1: 4.545 D_real: 0.347 D_fake: 0.387 +(epoch: 4, iters: 33752, time: 0.294, data: 0.016) G_GAN: 1.650 G_L1: 3.136 D_real: 0.423 D_fake: 0.386 +(epoch: 4, iters: 33852, time: 0.297, data: 0.017) G_GAN: 1.511 G_L1: 3.772 D_real: 0.617 D_fake: 0.738 +(epoch: 4, iters: 33952, time: 0.528, data: 0.015) G_GAN: 1.352 G_L1: 2.892 D_real: 0.415 D_fake: 0.394 +(epoch: 4, iters: 34052, time: 0.279, data: 0.025) G_GAN: 1.577 G_L1: 3.462 D_real: 0.095 D_fake: 0.684 +(epoch: 4, iters: 34152, time: 0.292, data: 0.016) G_GAN: 2.208 G_L1: 3.021 D_real: 0.475 D_fake: 0.607 +(epoch: 4, iters: 34252, time: 0.285, data: 0.016) G_GAN: 2.029 G_L1: 5.072 D_real: 0.095 D_fake: 0.518 +(epoch: 4, iters: 34352, time: 0.406, data: 0.016) G_GAN: 2.224 G_L1: 5.528 D_real: 0.229 D_fake: 0.334 +(epoch: 4, iters: 34452, time: 0.298, data: 0.018) G_GAN: 2.285 G_L1: 5.747 D_real: 0.250 D_fake: 0.217 +(epoch: 4, iters: 34552, time: 0.296, data: 0.016) G_GAN: 1.653 G_L1: 3.005 D_real: 0.349 D_fake: 0.186 +(epoch: 4, iters: 34652, time: 0.288, data: 0.017) G_GAN: 1.432 G_L1: 4.092 D_real: 0.767 D_fake: 0.336 +(epoch: 4, iters: 34752, time: 0.373, data: 0.014) G_GAN: 1.311 G_L1: 4.061 D_real: 0.879 D_fake: 0.315 +(epoch: 4, iters: 34852, time: 0.295, data: 0.019) G_GAN: 1.462 G_L1: 5.293 D_real: 1.264 D_fake: 0.136 +(epoch: 4, iters: 34952, time: 0.291, data: 0.016) G_GAN: 1.336 G_L1: 3.006 D_real: 0.174 D_fake: 0.600 +(epoch: 4, iters: 35052, time: 0.292, data: 0.030) G_GAN: 1.648 G_L1: 4.173 D_real: 0.596 D_fake: 0.256 +(epoch: 4, iters: 35152, time: 0.392, data: 0.016) G_GAN: 1.267 G_L1: 3.297 D_real: 0.448 D_fake: 0.504 +(epoch: 4, iters: 35252, time: 0.300, data: 0.022) G_GAN: 1.342 G_L1: 3.873 D_real: 0.680 D_fake: 0.788 +(epoch: 4, iters: 35352, time: 0.297, data: 0.018) G_GAN: 1.307 G_L1: 3.439 D_real: 0.660 D_fake: 0.408 +(epoch: 4, iters: 35452, time: 0.292, data: 0.015) G_GAN: 1.887 G_L1: 3.826 D_real: 0.638 D_fake: 0.224 +(epoch: 4, iters: 35552, time: 0.379, data: 0.016) G_GAN: 1.549 G_L1: 3.051 D_real: 0.201 D_fake: 0.505 +(epoch: 4, iters: 35652, time: 0.294, data: 0.020) G_GAN: 1.153 G_L1: 3.952 D_real: 0.529 D_fake: 0.501 +(epoch: 4, iters: 35752, time: 0.302, data: 0.015) G_GAN: 1.604 G_L1: 3.200 D_real: 0.345 D_fake: 0.412 +(epoch: 4, iters: 35852, time: 0.304, data: 0.019) G_GAN: 1.756 G_L1: 3.862 D_real: 0.439 D_fake: 0.499 +(epoch: 4, iters: 35952, time: 0.546, data: 0.016) G_GAN: 1.589 G_L1: 4.053 D_real: 1.311 D_fake: 0.677 +(epoch: 4, iters: 36052, time: 0.286, data: 0.019) G_GAN: 1.759 G_L1: 4.300 D_real: 0.331 D_fake: 0.553 +(epoch: 4, iters: 36152, time: 0.295, data: 0.015) G_GAN: 1.326 G_L1: 2.507 D_real: 0.541 D_fake: 0.525 +(epoch: 4, iters: 36252, time: 0.296, data: 0.021) G_GAN: 2.377 G_L1: 4.623 D_real: 0.115 D_fake: 0.337 +(epoch: 4, iters: 36352, time: 0.393, data: 0.017) G_GAN: 1.250 G_L1: 1.917 D_real: 0.686 D_fake: 0.384 +(epoch: 4, iters: 36452, time: 0.292, data: 0.019) G_GAN: 1.417 G_L1: 3.290 D_real: 0.910 D_fake: 0.249 +(epoch: 4, iters: 36552, time: 0.291, data: 0.018) G_GAN: 1.886 G_L1: 3.537 D_real: 0.206 D_fake: 0.496 +(epoch: 4, iters: 36652, time: 0.304, data: 0.018) G_GAN: 1.430 G_L1: 4.232 D_real: 0.210 D_fake: 0.757 +(epoch: 4, iters: 36752, time: 0.393, data: 0.018) G_GAN: 1.574 G_L1: 3.490 D_real: 0.397 D_fake: 0.683 +(epoch: 4, iters: 36852, time: 0.295, data: 0.019) G_GAN: 1.144 G_L1: 2.570 D_real: 0.511 D_fake: 0.414 +(epoch: 4, iters: 36952, time: 0.299, data: 0.015) G_GAN: 2.138 G_L1: 4.643 D_real: 0.240 D_fake: 0.233 +(epoch: 4, iters: 37052, time: 0.304, data: 0.018) G_GAN: 2.185 G_L1: 5.332 D_real: 0.179 D_fake: 0.942 +(epoch: 4, iters: 37152, time: 0.418, data: 0.018) G_GAN: 1.429 G_L1: 3.825 D_real: 0.556 D_fake: 0.983 +(epoch: 4, iters: 37252, time: 0.302, data: 0.024) G_GAN: 1.338 G_L1: 3.018 D_real: 0.716 D_fake: 0.576 +(epoch: 4, iters: 37352, time: 0.284, data: 0.018) G_GAN: 1.755 G_L1: 4.051 D_real: 0.501 D_fake: 0.445 +(epoch: 4, iters: 37452, time: 0.307, data: 0.024) G_GAN: 1.016 G_L1: 3.942 D_real: 0.807 D_fake: 0.393 +(epoch: 4, iters: 37552, time: 0.405, data: 0.017) G_GAN: 1.872 G_L1: 6.612 D_real: 0.550 D_fake: 0.288 +(epoch: 4, iters: 37652, time: 0.301, data: 0.020) G_GAN: 1.402 G_L1: 3.205 D_real: 0.568 D_fake: 0.347 +(epoch: 4, iters: 37752, time: 0.292, data: 0.017) G_GAN: 1.846 G_L1: 4.500 D_real: 0.481 D_fake: 0.208 +(epoch: 4, iters: 37852, time: 0.298, data: 0.022) G_GAN: 1.930 G_L1: 6.276 D_real: 0.411 D_fake: 0.467 +(epoch: 4, iters: 37952, time: 0.524, data: 0.016) G_GAN: 2.768 G_L1: 4.173 D_real: 0.498 D_fake: 0.086 +(epoch: 4, iters: 38052, time: 0.294, data: 0.019) G_GAN: 1.411 G_L1: 3.326 D_real: 0.649 D_fake: 0.444 +(epoch: 4, iters: 38152, time: 0.303, data: 0.017) G_GAN: 1.761 G_L1: 4.848 D_real: 1.262 D_fake: 0.397 +(epoch: 4, iters: 38252, time: 0.294, data: 0.020) G_GAN: 1.757 G_L1: 7.831 D_real: 0.696 D_fake: 0.504 +(epoch: 4, iters: 38352, time: 0.420, data: 0.017) G_GAN: 1.898 G_L1: 4.405 D_real: 0.645 D_fake: 0.311 +(epoch: 4, iters: 38452, time: 0.301, data: 0.020) G_GAN: 1.383 G_L1: 3.855 D_real: 0.326 D_fake: 0.571 +(epoch: 4, iters: 38552, time: 0.296, data: 0.018) G_GAN: 1.840 G_L1: 4.016 D_real: 0.098 D_fake: 0.357 +(epoch: 4, iters: 38652, time: 0.300, data: 0.017) G_GAN: 1.333 G_L1: 3.569 D_real: 0.429 D_fake: 0.682 +(epoch: 4, iters: 38752, time: 0.408, data: 0.018) G_GAN: 1.665 G_L1: 4.375 D_real: 0.476 D_fake: 0.431 +(epoch: 4, iters: 38852, time: 0.300, data: 0.018) G_GAN: 1.353 G_L1: 2.961 D_real: 0.475 D_fake: 0.569 +(epoch: 4, iters: 38952, time: 0.301, data: 0.017) G_GAN: 1.112 G_L1: 2.695 D_real: 0.436 D_fake: 0.644 +(epoch: 4, iters: 39052, time: 0.302, data: 0.017) G_GAN: 1.122 G_L1: 3.201 D_real: 1.223 D_fake: 1.211 +(epoch: 4, iters: 39152, time: 0.403, data: 0.017) G_GAN: 1.409 G_L1: 3.100 D_real: 0.573 D_fake: 0.235 +(epoch: 4, iters: 39252, time: 0.289, data: 0.019) G_GAN: 1.172 G_L1: 4.937 D_real: 0.405 D_fake: 0.694 +(epoch: 4, iters: 39352, time: 0.294, data: 0.019) G_GAN: 1.427 G_L1: 4.427 D_real: 0.697 D_fake: 0.247 +(epoch: 4, iters: 39452, time: 0.294, data: 0.016) G_GAN: 1.899 G_L1: 3.370 D_real: 0.234 D_fake: 0.407 +(epoch: 4, iters: 39552, time: 0.414, data: 0.016) G_GAN: 1.230 G_L1: 4.656 D_real: 0.797 D_fake: 0.529 +(epoch: 4, iters: 39652, time: 0.306, data: 0.022) G_GAN: 1.475 G_L1: 3.001 D_real: 0.576 D_fake: 0.551 +(epoch: 4, iters: 39752, time: 0.304, data: 0.019) G_GAN: 1.693 G_L1: 3.471 D_real: 0.621 D_fake: 0.363 +(epoch: 4, iters: 39852, time: 0.281, data: 0.016) G_GAN: 1.494 G_L1: 3.756 D_real: 0.246 D_fake: 0.702 +(epoch: 4, iters: 39952, time: 0.503, data: 0.016) G_GAN: 1.139 G_L1: 2.595 D_real: 0.537 D_fake: 0.510 +(epoch: 4, iters: 40052, time: 0.296, data: 0.020) G_GAN: 2.312 G_L1: 3.865 D_real: 0.471 D_fake: 0.369 +(epoch: 4, iters: 40152, time: 0.296, data: 0.017) G_GAN: 1.306 G_L1: 3.135 D_real: 0.390 D_fake: 0.393 +(epoch: 4, iters: 40252, time: 0.295, data: 0.016) G_GAN: 1.073 G_L1: 3.395 D_real: 1.260 D_fake: 0.230 +(epoch: 4, iters: 40352, time: 0.420, data: 0.015) G_GAN: 2.549 G_L1: 5.396 D_real: 0.378 D_fake: 0.683 +(epoch: 4, iters: 40452, time: 0.294, data: 0.020) G_GAN: 1.576 G_L1: 4.298 D_real: 0.753 D_fake: 0.267 +(epoch: 4, iters: 40552, time: 0.292, data: 0.015) G_GAN: 1.359 G_L1: 2.289 D_real: 0.458 D_fake: 0.491 +(epoch: 4, iters: 40652, time: 0.306, data: 0.018) G_GAN: 1.515 G_L1: 3.498 D_real: 0.630 D_fake: 0.413 +(epoch: 4, iters: 40752, time: 0.383, data: 0.018) G_GAN: 2.502 G_L1: 4.014 D_real: 0.325 D_fake: 0.474 +(epoch: 4, iters: 40852, time: 0.307, data: 0.018) G_GAN: 1.780 G_L1: 3.147 D_real: 0.681 D_fake: 0.219 +(epoch: 4, iters: 40952, time: 0.298, data: 0.016) G_GAN: 1.773 G_L1: 4.240 D_real: 0.278 D_fake: 0.265 +(epoch: 4, iters: 41052, time: 0.303, data: 0.017) G_GAN: 1.752 G_L1: 3.943 D_real: 0.361 D_fake: 0.309 +(epoch: 4, iters: 41152, time: 0.408, data: 0.017) G_GAN: 1.663 G_L1: 4.767 D_real: 0.560 D_fake: 0.520 +(epoch: 4, iters: 41252, time: 0.303, data: 0.019) G_GAN: 1.565 G_L1: 2.705 D_real: 0.371 D_fake: 0.575 +(epoch: 4, iters: 41352, time: 0.295, data: 0.016) G_GAN: 1.966 G_L1: 3.629 D_real: 0.387 D_fake: 1.172 +(epoch: 4, iters: 41452, time: 0.288, data: 0.015) G_GAN: 2.171 G_L1: 4.370 D_real: 0.165 D_fake: 0.750 +(epoch: 4, iters: 41552, time: 0.430, data: 0.015) G_GAN: 1.653 G_L1: 4.834 D_real: 1.205 D_fake: 0.192 +(epoch: 4, iters: 41652, time: 0.291, data: 0.020) G_GAN: 2.126 G_L1: 8.442 D_real: 0.073 D_fake: 0.687 +(epoch: 4, iters: 41752, time: 0.301, data: 0.016) G_GAN: 0.987 G_L1: 2.581 D_real: 0.288 D_fake: 0.544 +(epoch: 4, iters: 41852, time: 0.302, data: 0.016) G_GAN: 1.158 G_L1: 3.030 D_real: 0.306 D_fake: 0.660 +(epoch: 4, iters: 41952, time: 0.535, data: 0.018) G_GAN: 2.082 G_L1: 3.479 D_real: 0.135 D_fake: 0.455 +(epoch: 4, iters: 42052, time: 0.302, data: 0.019) G_GAN: 1.436 G_L1: 3.531 D_real: 0.788 D_fake: 0.268 +(epoch: 4, iters: 42152, time: 0.296, data: 0.017) G_GAN: 1.442 G_L1: 3.339 D_real: 0.281 D_fake: 0.434 +(epoch: 4, iters: 42252, time: 0.293, data: 0.017) G_GAN: 1.360 G_L1: 3.319 D_real: 1.026 D_fake: 0.296 +(epoch: 4, iters: 42352, time: 0.394, data: 0.017) G_GAN: 1.642 G_L1: 3.235 D_real: 0.740 D_fake: 0.430 +(epoch: 4, iters: 42452, time: 0.297, data: 0.019) G_GAN: 2.288 G_L1: 6.684 D_real: 0.157 D_fake: 1.038 +(epoch: 4, iters: 42552, time: 0.304, data: 0.020) G_GAN: 1.471 G_L1: 5.150 D_real: 0.594 D_fake: 0.852 +(epoch: 4, iters: 42652, time: 0.289, data: 0.017) G_GAN: 1.413 G_L1: 3.499 D_real: 0.677 D_fake: 0.314 +(epoch: 4, iters: 42752, time: 0.412, data: 0.015) G_GAN: 1.521 G_L1: 4.274 D_real: 0.540 D_fake: 0.400 +(epoch: 4, iters: 42852, time: 0.292, data: 0.020) G_GAN: 1.261 G_L1: 2.912 D_real: 0.585 D_fake: 0.385 +(epoch: 4, iters: 42952, time: 0.296, data: 0.016) G_GAN: 2.848 G_L1: 4.550 D_real: 0.158 D_fake: 0.472 +(epoch: 4, iters: 43052, time: 0.298, data: 0.017) G_GAN: 1.979 G_L1: 3.354 D_real: 0.399 D_fake: 0.294 +(epoch: 4, iters: 43152, time: 0.420, data: 0.018) G_GAN: 2.214 G_L1: 5.151 D_real: 0.307 D_fake: 0.580 +(epoch: 4, iters: 43252, time: 0.298, data: 0.020) G_GAN: 1.635 G_L1: 2.126 D_real: 0.501 D_fake: 0.279 +(epoch: 4, iters: 43352, time: 0.310, data: 0.018) G_GAN: 2.214 G_L1: 8.713 D_real: 0.267 D_fake: 0.166 +(epoch: 4, iters: 43452, time: 0.303, data: 0.017) G_GAN: 1.874 G_L1: 3.995 D_real: 0.523 D_fake: 0.188 +(epoch: 4, iters: 43552, time: 0.395, data: 0.018) G_GAN: 2.137 G_L1: 3.715 D_real: 0.415 D_fake: 0.212 +(epoch: 4, iters: 43652, time: 0.294, data: 0.019) G_GAN: 2.061 G_L1: 2.708 D_real: 0.356 D_fake: 0.299 +(epoch: 4, iters: 43752, time: 0.298, data: 0.017) G_GAN: 1.257 G_L1: 3.660 D_real: 0.436 D_fake: 0.384 +(epoch: 4, iters: 43852, time: 0.297, data: 0.017) G_GAN: 1.570 G_L1: 3.208 D_real: 0.661 D_fake: 0.365 +(epoch: 4, iters: 43952, time: 0.547, data: 0.017) G_GAN: 1.279 G_L1: 3.618 D_real: 0.343 D_fake: 0.514 +(epoch: 4, iters: 44052, time: 0.297, data: 0.020) G_GAN: 1.434 G_L1: 3.795 D_real: 0.900 D_fake: 0.190 +(epoch: 4, iters: 44152, time: 0.290, data: 0.018) G_GAN: 1.694 G_L1: 3.226 D_real: 0.471 D_fake: 0.307 +(epoch: 4, iters: 44252, time: 0.304, data: 0.016) G_GAN: 1.420 G_L1: 3.089 D_real: 0.668 D_fake: 0.465 +(epoch: 4, iters: 44352, time: 0.383, data: 0.017) G_GAN: 1.319 G_L1: 2.511 D_real: 0.653 D_fake: 0.365 +(epoch: 4, iters: 44452, time: 0.296, data: 0.020) G_GAN: 1.886 G_L1: 3.607 D_real: 0.231 D_fake: 0.406 +(epoch: 4, iters: 44552, time: 0.303, data: 0.016) G_GAN: 1.619 G_L1: 3.148 D_real: 0.613 D_fake: 0.502 +(epoch: 4, iters: 44652, time: 0.301, data: 0.017) G_GAN: 2.004 G_L1: 4.617 D_real: 0.190 D_fake: 0.629 +(epoch: 4, iters: 44752, time: 0.425, data: 0.018) G_GAN: 2.523 G_L1: 5.021 D_real: 0.165 D_fake: 0.339 +(epoch: 4, iters: 44852, time: 0.300, data: 0.018) G_GAN: 1.571 G_L1: 3.964 D_real: 0.317 D_fake: 0.412 +(epoch: 4, iters: 44952, time: 0.297, data: 0.019) G_GAN: 2.427 G_L1: 4.198 D_real: 0.103 D_fake: 0.190 +(epoch: 4, iters: 45052, time: 0.291, data: 0.019) G_GAN: 2.186 G_L1: 3.742 D_real: 0.159 D_fake: 0.369 +(epoch: 4, iters: 45152, time: 0.396, data: 0.016) G_GAN: 1.767 G_L1: 2.759 D_real: 0.335 D_fake: 0.307 +(epoch: 4, iters: 45252, time: 0.291, data: 0.017) G_GAN: 1.661 G_L1: 3.985 D_real: 0.458 D_fake: 0.687 +(epoch: 4, iters: 45352, time: 0.292, data: 0.016) G_GAN: 1.204 G_L1: 3.738 D_real: 0.802 D_fake: 0.364 +(epoch: 4, iters: 45452, time: 0.294, data: 0.016) G_GAN: 1.899 G_L1: 4.560 D_real: 0.295 D_fake: 0.583 +(epoch: 4, iters: 45552, time: 0.402, data: 0.015) G_GAN: 2.541 G_L1: 2.926 D_real: 0.050 D_fake: 0.395 +(epoch: 4, iters: 45652, time: 0.283, data: 0.018) G_GAN: 2.129 G_L1: 2.828 D_real: 0.294 D_fake: 1.342 +(epoch: 4, iters: 45752, time: 0.293, data: 0.015) G_GAN: 1.654 G_L1: 3.975 D_real: 0.609 D_fake: 0.697 +(epoch: 4, iters: 45852, time: 0.278, data: 0.015) G_GAN: 1.584 G_L1: 3.239 D_real: 0.509 D_fake: 0.369 +(epoch: 4, iters: 45952, time: 0.531, data: 0.013) G_GAN: 1.468 G_L1: 5.459 D_real: 0.579 D_fake: 0.301 +(epoch: 4, iters: 46052, time: 0.284, data: 0.017) G_GAN: 1.430 G_L1: 4.550 D_real: 0.188 D_fake: 0.751 +(epoch: 4, iters: 46152, time: 0.280, data: 0.016) G_GAN: 2.263 G_L1: 4.493 D_real: 0.509 D_fake: 0.235 +(epoch: 4, iters: 46252, time: 0.284, data: 0.013) G_GAN: 1.712 G_L1: 3.661 D_real: 0.485 D_fake: 0.265 +(epoch: 4, iters: 46352, time: 0.412, data: 0.014) G_GAN: 1.506 G_L1: 3.163 D_real: 0.574 D_fake: 0.338 +(epoch: 4, iters: 46452, time: 0.277, data: 0.019) G_GAN: 1.379 G_L1: 4.105 D_real: 0.850 D_fake: 0.306 +(epoch: 4, iters: 46552, time: 0.277, data: 0.015) G_GAN: 1.203 G_L1: 7.515 D_real: 1.175 D_fake: 0.167 +(epoch: 4, iters: 46652, time: 0.295, data: 0.014) G_GAN: 1.746 G_L1: 8.774 D_real: 0.530 D_fake: 0.421 +(epoch: 4, iters: 46752, time: 0.409, data: 0.015) G_GAN: 1.460 G_L1: 3.263 D_real: 1.040 D_fake: 0.185 +(epoch: 4, iters: 46852, time: 0.279, data: 0.019) G_GAN: 0.875 G_L1: 3.196 D_real: 0.846 D_fake: 0.406 +(epoch: 4, iters: 46952, time: 0.276, data: 0.016) G_GAN: 1.491 G_L1: 5.436 D_real: 1.096 D_fake: 0.227 +(epoch: 4, iters: 47052, time: 0.265, data: 0.013) G_GAN: 2.265 G_L1: 4.158 D_real: 0.852 D_fake: 0.399 +(epoch: 4, iters: 47152, time: 0.402, data: 0.013) G_GAN: 1.845 G_L1: 5.369 D_real: 0.719 D_fake: 0.417 +(epoch: 4, iters: 47252, time: 0.271, data: 0.017) G_GAN: 1.955 G_L1: 3.784 D_real: 0.372 D_fake: 0.290 +(epoch: 4, iters: 47352, time: 0.287, data: 0.015) G_GAN: 1.893 G_L1: 3.605 D_real: 0.327 D_fake: 0.724 +(epoch: 4, iters: 47452, time: 0.288, data: 0.015) G_GAN: 2.393 G_L1: 4.055 D_real: 0.162 D_fake: 0.377 +(epoch: 4, iters: 47552, time: 0.393, data: 0.016) G_GAN: 1.758 G_L1: 3.556 D_real: 0.470 D_fake: 0.293 +(epoch: 4, iters: 47652, time: 0.262, data: 0.016) G_GAN: 1.936 G_L1: 3.902 D_real: 0.547 D_fake: 0.246 +(epoch: 4, iters: 47752, time: 0.281, data: 0.013) G_GAN: 1.811 G_L1: 3.687 D_real: 0.325 D_fake: 0.424 +(epoch: 4, iters: 47852, time: 0.252, data: 0.014) G_GAN: 2.222 G_L1: 4.171 D_real: 0.264 D_fake: 0.607 +(epoch: 4, iters: 47952, time: 0.544, data: 0.012) G_GAN: 1.745 G_L1: 3.420 D_real: 0.451 D_fake: 0.360 +(epoch: 4, iters: 48052, time: 0.272, data: 0.018) G_GAN: 2.101 G_L1: 4.424 D_real: 0.395 D_fake: 0.251 +(epoch: 4, iters: 48152, time: 0.279, data: 0.014) G_GAN: 1.528 G_L1: 3.937 D_real: 0.939 D_fake: 0.504 +(epoch: 4, iters: 48252, time: 0.253, data: 0.013) G_GAN: 1.447 G_L1: 2.856 D_real: 0.346 D_fake: 0.741 +(epoch: 4, iters: 48352, time: 0.400, data: 0.010) G_GAN: 1.890 G_L1: 3.701 D_real: 0.229 D_fake: 0.752 +(epoch: 4, iters: 48452, time: 0.287, data: 0.017) G_GAN: 1.635 G_L1: 5.842 D_real: 0.325 D_fake: 0.537 +(epoch: 4, iters: 48552, time: 0.285, data: 0.015) G_GAN: 1.821 G_L1: 5.254 D_real: 0.346 D_fake: 0.611 +(epoch: 4, iters: 48652, time: 0.301, data: 0.017) G_GAN: 1.370 G_L1: 4.771 D_real: 0.346 D_fake: 0.216 +(epoch: 4, iters: 48752, time: 0.397, data: 0.015) G_GAN: 1.579 G_L1: 3.231 D_real: 0.592 D_fake: 0.390 +(epoch: 4, iters: 48852, time: 0.276, data: 0.017) G_GAN: 1.951 G_L1: 3.734 D_real: 0.204 D_fake: 0.532 +(epoch: 4, iters: 48952, time: 0.298, data: 0.015) G_GAN: 1.970 G_L1: 3.343 D_real: 0.281 D_fake: 0.230 +(epoch: 4, iters: 49052, time: 0.288, data: 0.016) G_GAN: 1.162 G_L1: 2.931 D_real: 0.484 D_fake: 0.448 +(epoch: 4, iters: 49152, time: 0.382, data: 0.014) G_GAN: 1.140 G_L1: 4.224 D_real: 0.841 D_fake: 0.316 +(epoch: 4, iters: 49252, time: 0.283, data: 0.015) G_GAN: 1.313 G_L1: 3.153 D_real: 0.582 D_fake: 0.395 +(epoch: 4, iters: 49352, time: 0.267, data: 0.013) G_GAN: 1.477 G_L1: 3.679 D_real: 0.133 D_fake: 0.898 +(epoch: 4, iters: 49452, time: 0.292, data: 0.012) G_GAN: 1.427 G_L1: 3.196 D_real: 0.429 D_fake: 0.488 +(epoch: 4, iters: 49552, time: 0.401, data: 0.015) G_GAN: 1.658 G_L1: 3.624 D_real: 0.312 D_fake: 0.542 +(epoch: 4, iters: 49652, time: 0.269, data: 0.017) G_GAN: 1.282 G_L1: 3.181 D_real: 0.406 D_fake: 0.371 +(epoch: 4, iters: 49752, time: 0.272, data: 0.013) G_GAN: 1.563 G_L1: 3.660 D_real: 0.456 D_fake: 0.351 +(epoch: 4, iters: 49852, time: 0.280, data: 0.014) G_GAN: 1.324 G_L1: 1.975 D_real: 0.858 D_fake: 0.351 +(epoch: 4, iters: 49952, time: 0.467, data: 0.013) G_GAN: 1.409 G_L1: 2.541 D_real: 0.287 D_fake: 0.485 +(epoch: 4, iters: 50052, time: 0.291, data: 0.017) G_GAN: 1.825 G_L1: 4.029 D_real: 0.417 D_fake: 0.474 +(epoch: 4, iters: 50152, time: 0.298, data: 0.016) G_GAN: 2.468 G_L1: 4.554 D_real: 0.200 D_fake: 0.741 +(epoch: 4, iters: 50252, time: 0.300, data: 0.020) G_GAN: 1.227 G_L1: 5.538 D_real: 0.762 D_fake: 0.312 +(epoch: 4, iters: 50352, time: 0.419, data: 0.018) G_GAN: 1.144 G_L1: 4.664 D_real: 1.195 D_fake: 0.319 +(epoch: 4, iters: 50452, time: 0.301, data: 0.021) G_GAN: 1.703 G_L1: 3.430 D_real: 0.208 D_fake: 0.749 +(epoch: 4, iters: 50552, time: 0.303, data: 0.018) G_GAN: 1.823 G_L1: 3.099 D_real: 0.412 D_fake: 0.337 +(epoch: 4, iters: 50652, time: 0.301, data: 0.017) G_GAN: 1.675 G_L1: 4.387 D_real: 0.611 D_fake: 0.205 +(epoch: 4, iters: 50752, time: 0.416, data: 0.017) G_GAN: 1.419 G_L1: 3.835 D_real: 0.342 D_fake: 0.528 +(epoch: 4, iters: 50852, time: 0.304, data: 0.019) G_GAN: 2.030 G_L1: 3.391 D_real: 0.247 D_fake: 0.271 +(epoch: 4, iters: 50952, time: 0.303, data: 0.017) G_GAN: 1.564 G_L1: 4.376 D_real: 0.452 D_fake: 0.222 +(epoch: 4, iters: 51052, time: 0.298, data: 0.017) G_GAN: 1.721 G_L1: 6.753 D_real: 0.553 D_fake: 0.856 +(epoch: 4, iters: 51152, time: 0.419, data: 0.017) G_GAN: 1.628 G_L1: 6.007 D_real: 0.226 D_fake: 0.375 +(epoch: 4, iters: 51252, time: 0.293, data: 0.019) G_GAN: 2.395 G_L1: 4.494 D_real: 0.492 D_fake: 0.584 +(epoch: 4, iters: 51352, time: 0.303, data: 0.015) G_GAN: 2.162 G_L1: 4.647 D_real: 0.560 D_fake: 0.270 +(epoch: 4, iters: 51452, time: 0.298, data: 0.017) G_GAN: 2.939 G_L1: 3.748 D_real: 0.716 D_fake: 0.943 +(epoch: 4, iters: 51552, time: 0.395, data: 0.015) G_GAN: 1.930 G_L1: 3.495 D_real: 0.523 D_fake: 0.238 +(epoch: 4, iters: 51652, time: 0.294, data: 0.019) G_GAN: 1.632 G_L1: 3.255 D_real: 0.655 D_fake: 0.269 +(epoch: 4, iters: 51752, time: 0.299, data: 0.016) G_GAN: 1.156 G_L1: 4.450 D_real: 0.396 D_fake: 0.562 +(epoch: 4, iters: 51852, time: 0.301, data: 0.017) G_GAN: 1.974 G_L1: 3.936 D_real: 0.176 D_fake: 0.226 +(epoch: 4, iters: 51952, time: 0.564, data: 0.018) G_GAN: 1.937 G_L1: 5.474 D_real: 0.480 D_fake: 0.413 +(epoch: 4, iters: 52052, time: 0.294, data: 0.019) G_GAN: 1.517 G_L1: 3.570 D_real: 0.677 D_fake: 0.308 +(epoch: 4, iters: 52152, time: 0.289, data: 0.015) G_GAN: 1.390 G_L1: 2.191 D_real: 0.662 D_fake: 0.255 +(epoch: 4, iters: 52252, time: 0.304, data: 0.016) G_GAN: 1.592 G_L1: 3.954 D_real: 0.832 D_fake: 0.248 +(epoch: 4, iters: 52352, time: 0.406, data: 0.017) G_GAN: 1.441 G_L1: 4.344 D_real: 0.693 D_fake: 0.428 +(epoch: 4, iters: 52452, time: 0.303, data: 0.019) G_GAN: 1.469 G_L1: 2.933 D_real: 0.429 D_fake: 0.477 +(epoch: 4, iters: 52552, time: 0.292, data: 0.016) G_GAN: 1.430 G_L1: 4.381 D_real: 0.732 D_fake: 0.463 +(epoch: 4, iters: 52652, time: 0.300, data: 0.016) G_GAN: 2.420 G_L1: 4.602 D_real: 0.143 D_fake: 0.695 +(epoch: 4, iters: 52752, time: 0.416, data: 0.016) G_GAN: 1.652 G_L1: 4.994 D_real: 0.372 D_fake: 0.430 +(epoch: 4, iters: 52852, time: 0.302, data: 0.019) G_GAN: 1.734 G_L1: 4.476 D_real: 0.276 D_fake: 0.225 +(epoch: 4, iters: 52952, time: 0.303, data: 0.016) G_GAN: 1.263 G_L1: 3.245 D_real: 0.525 D_fake: 0.559 +(epoch: 4, iters: 53052, time: 0.287, data: 0.017) G_GAN: 2.152 G_L1: 3.180 D_real: 0.143 D_fake: 0.663 +(epoch: 4, iters: 53152, time: 0.419, data: 0.014) G_GAN: 1.318 G_L1: 2.757 D_real: 0.602 D_fake: 0.524 +(epoch: 4, iters: 53252, time: 0.293, data: 0.018) G_GAN: 1.508 G_L1: 2.322 D_real: 0.503 D_fake: 0.347 +(epoch: 4, iters: 53352, time: 0.297, data: 0.016) G_GAN: 1.887 G_L1: 4.395 D_real: 0.350 D_fake: 0.254 +(epoch: 4, iters: 53452, time: 0.287, data: 0.015) G_GAN: 1.143 G_L1: 4.118 D_real: 1.294 D_fake: 0.104 +(epoch: 4, iters: 53552, time: 0.411, data: 0.015) G_GAN: 1.413 G_L1: 3.338 D_real: 0.662 D_fake: 0.272 +(epoch: 4, iters: 53652, time: 0.293, data: 0.018) G_GAN: 1.637 G_L1: 4.418 D_real: 0.622 D_fake: 0.549 +(epoch: 4, iters: 53752, time: 0.304, data: 0.014) G_GAN: 1.208 G_L1: 2.684 D_real: 0.222 D_fake: 1.045 +(epoch: 4, iters: 53852, time: 0.293, data: 0.017) G_GAN: 1.265 G_L1: 4.185 D_real: 0.740 D_fake: 0.349 +(epoch: 4, iters: 53952, time: 0.538, data: 0.016) G_GAN: 1.696 G_L1: 3.196 D_real: 0.285 D_fake: 0.674 +(epoch: 4, iters: 54052, time: 0.299, data: 0.019) G_GAN: 2.417 G_L1: 4.089 D_real: 0.562 D_fake: 0.407 +(epoch: 4, iters: 54152, time: 0.303, data: 0.016) G_GAN: 1.043 G_L1: 2.658 D_real: 0.746 D_fake: 0.433 +(epoch: 4, iters: 54252, time: 0.279, data: 0.016) G_GAN: 2.885 G_L1: 4.346 D_real: 0.685 D_fake: 1.037 +(epoch: 4, iters: 54352, time: 0.380, data: 0.015) G_GAN: 1.483 G_L1: 3.003 D_real: 0.663 D_fake: 0.636 +(epoch: 4, iters: 54452, time: 0.295, data: 0.019) G_GAN: 1.678 G_L1: 4.820 D_real: 0.774 D_fake: 0.314 +(epoch: 4, iters: 54552, time: 0.289, data: 0.014) G_GAN: 1.286 G_L1: 4.071 D_real: 1.010 D_fake: 0.718 +(epoch: 4, iters: 54652, time: 0.292, data: 0.013) G_GAN: 1.093 G_L1: 3.169 D_real: 0.462 D_fake: 0.525 +(epoch: 4, iters: 54752, time: 0.408, data: 0.016) G_GAN: 1.001 G_L1: 2.905 D_real: 0.876 D_fake: 0.511 +(epoch: 4, iters: 54852, time: 0.293, data: 0.019) G_GAN: 1.895 G_L1: 6.490 D_real: 0.165 D_fake: 0.252 +(epoch: 4, iters: 54952, time: 0.305, data: 0.017) G_GAN: 2.599 G_L1: 5.018 D_real: 0.136 D_fake: 0.325 +(epoch: 4, iters: 55052, time: 0.299, data: 0.019) G_GAN: 1.610 G_L1: 3.661 D_real: 0.321 D_fake: 0.285 +(epoch: 4, iters: 55152, time: 0.383, data: 0.022) G_GAN: 1.843 G_L1: 4.109 D_real: 0.350 D_fake: 0.438 +(epoch: 4, iters: 55252, time: 0.300, data: 0.020) G_GAN: 1.565 G_L1: 4.156 D_real: 0.418 D_fake: 0.358 +(epoch: 4, iters: 55352, time: 0.300, data: 0.016) G_GAN: 2.213 G_L1: 3.011 D_real: 0.208 D_fake: 0.254 +(epoch: 4, iters: 55452, time: 0.307, data: 0.017) G_GAN: 1.603 G_L1: 3.267 D_real: 0.274 D_fake: 0.543 +(epoch: 4, iters: 55552, time: 0.420, data: 0.017) G_GAN: 1.476 G_L1: 2.380 D_real: 0.717 D_fake: 0.293 +(epoch: 4, iters: 55652, time: 0.303, data: 0.020) G_GAN: 2.041 G_L1: 3.632 D_real: 0.055 D_fake: 0.393 +(epoch: 4, iters: 55752, time: 0.300, data: 0.019) G_GAN: 1.371 G_L1: 4.545 D_real: 0.500 D_fake: 0.381 +(epoch: 4, iters: 55852, time: 0.302, data: 0.018) G_GAN: 2.231 G_L1: 3.572 D_real: 0.340 D_fake: 0.580 +(epoch: 4, iters: 55952, time: 0.475, data: 0.017) G_GAN: 1.674 G_L1: 2.424 D_real: 1.150 D_fake: 0.162 +(epoch: 4, iters: 56052, time: 0.299, data: 0.019) G_GAN: 1.212 G_L1: 3.828 D_real: 1.343 D_fake: 0.279 +(epoch: 4, iters: 56152, time: 0.303, data: 0.017) G_GAN: 2.177 G_L1: 4.303 D_real: 0.675 D_fake: 0.241 +(epoch: 4, iters: 56252, time: 0.301, data: 0.018) G_GAN: 1.154 G_L1: 2.158 D_real: 0.500 D_fake: 0.472 +(epoch: 4, iters: 56352, time: 0.410, data: 0.019) G_GAN: 1.339 G_L1: 3.033 D_real: 0.513 D_fake: 0.336 +(epoch: 4, iters: 56452, time: 0.303, data: 0.019) G_GAN: 1.823 G_L1: 3.876 D_real: 0.399 D_fake: 0.446 +(epoch: 4, iters: 56552, time: 0.298, data: 0.021) G_GAN: 2.100 G_L1: 3.450 D_real: 0.177 D_fake: 0.195 +(epoch: 4, iters: 56652, time: 0.303, data: 0.017) G_GAN: 1.761 G_L1: 4.420 D_real: 0.437 D_fake: 0.534 +(epoch: 4, iters: 56752, time: 0.432, data: 0.018) G_GAN: 1.772 G_L1: 4.001 D_real: 0.565 D_fake: 0.626 +(epoch: 4, iters: 56852, time: 0.301, data: 0.027) G_GAN: 1.701 G_L1: 5.072 D_real: 0.537 D_fake: 0.195 +(epoch: 4, iters: 56952, time: 0.303, data: 0.021) G_GAN: 1.091 G_L1: 3.223 D_real: 0.990 D_fake: 0.419 +(epoch: 4, iters: 57052, time: 0.302, data: 0.018) G_GAN: 1.757 G_L1: 3.327 D_real: 0.838 D_fake: 0.137 +(epoch: 4, iters: 57152, time: 0.392, data: 0.016) G_GAN: 2.047 G_L1: 3.565 D_real: 0.112 D_fake: 0.570 +(epoch: 4, iters: 57252, time: 0.300, data: 0.019) G_GAN: 1.122 G_L1: 3.757 D_real: 0.319 D_fake: 0.540 +(epoch: 4, iters: 57352, time: 0.311, data: 0.018) G_GAN: 2.161 G_L1: 3.136 D_real: 0.136 D_fake: 0.442 +(epoch: 4, iters: 57452, time: 0.292, data: 0.017) G_GAN: 1.643 G_L1: 3.299 D_real: 0.623 D_fake: 0.283 +(epoch: 4, iters: 57552, time: 0.412, data: 0.017) G_GAN: 1.101 G_L1: 3.695 D_real: 0.776 D_fake: 0.266 +(epoch: 4, iters: 57652, time: 0.303, data: 0.022) G_GAN: 2.714 G_L1: 3.686 D_real: 0.366 D_fake: 0.119 +(epoch: 4, iters: 57752, time: 0.300, data: 0.018) G_GAN: 1.384 G_L1: 3.072 D_real: 1.022 D_fake: 0.155 +(epoch: 4, iters: 57852, time: 0.300, data: 0.018) G_GAN: 1.444 G_L1: 3.488 D_real: 0.748 D_fake: 0.415 +(epoch: 4, iters: 57952, time: 0.532, data: 0.018) G_GAN: 1.567 G_L1: 2.914 D_real: 0.420 D_fake: 0.204 +(epoch: 4, iters: 58052, time: 0.303, data: 0.023) G_GAN: 3.241 G_L1: 5.466 D_real: 0.031 D_fake: 0.541 +(epoch: 4, iters: 58152, time: 0.301, data: 0.017) G_GAN: 2.053 G_L1: 3.690 D_real: 0.302 D_fake: 0.255 +(epoch: 4, iters: 58252, time: 0.295, data: 0.026) G_GAN: 1.673 G_L1: 2.493 D_real: 0.345 D_fake: 0.351 +(epoch: 4, iters: 58352, time: 0.432, data: 0.016) G_GAN: 1.510 G_L1: 6.343 D_real: 0.375 D_fake: 0.447 +(epoch: 4, iters: 58452, time: 0.302, data: 0.021) G_GAN: 2.074 G_L1: 6.340 D_real: 0.218 D_fake: 0.472 +(epoch: 4, iters: 58552, time: 0.305, data: 0.018) G_GAN: 1.841 G_L1: 3.299 D_real: 0.683 D_fake: 0.764 +(epoch: 4, iters: 58652, time: 0.300, data: 0.019) G_GAN: 1.912 G_L1: 4.302 D_real: 0.317 D_fake: 0.717 +(epoch: 4, iters: 58752, time: 0.391, data: 0.019) G_GAN: 1.486 G_L1: 2.928 D_real: 0.622 D_fake: 0.370 +(epoch: 4, iters: 58852, time: 0.297, data: 0.020) G_GAN: 2.991 G_L1: 5.059 D_real: 0.223 D_fake: 0.760 +(epoch: 4, iters: 58952, time: 0.306, data: 0.022) G_GAN: 2.985 G_L1: 4.522 D_real: 0.168 D_fake: 0.415 +(epoch: 4, iters: 59052, time: 0.308, data: 0.018) G_GAN: 2.066 G_L1: 3.501 D_real: 0.170 D_fake: 0.654 +(epoch: 4, iters: 59152, time: 0.394, data: 0.017) G_GAN: 2.249 G_L1: 3.378 D_real: 0.237 D_fake: 0.397 +(epoch: 4, iters: 59252, time: 0.298, data: 0.019) G_GAN: 2.066 G_L1: 3.742 D_real: 0.390 D_fake: 0.204 +(epoch: 4, iters: 59352, time: 0.295, data: 0.019) G_GAN: 2.996 G_L1: 4.487 D_real: 0.315 D_fake: 0.389 +(epoch: 4, iters: 59452, time: 0.298, data: 0.018) G_GAN: 1.971 G_L1: 3.751 D_real: 0.236 D_fake: 0.275 +(epoch: 4, iters: 59552, time: 0.392, data: 0.023) G_GAN: 1.719 G_L1: 3.537 D_real: 0.388 D_fake: 0.516 +(epoch: 4, iters: 59652, time: 0.290, data: 0.020) G_GAN: 1.377 G_L1: 3.510 D_real: 0.980 D_fake: 0.176 +(epoch: 4, iters: 59752, time: 0.298, data: 0.018) G_GAN: 1.992 G_L1: 4.352 D_real: 0.705 D_fake: 0.217 +(epoch: 4, iters: 59852, time: 0.300, data: 0.016) G_GAN: 2.624 G_L1: 4.672 D_real: 0.465 D_fake: 0.190 +(epoch: 4, iters: 59952, time: 0.502, data: 0.018) G_GAN: 1.368 G_L1: 3.766 D_real: 0.574 D_fake: 0.235 +(epoch: 5, iters: 36, time: 0.301, data: 0.036) G_GAN: 2.217 G_L1: 4.876 D_real: 0.365 D_fake: 0.886 +(epoch: 5, iters: 136, time: 0.294, data: 0.019) G_GAN: 2.278 G_L1: 4.735 D_real: 0.659 D_fake: 0.302 +(epoch: 5, iters: 236, time: 0.300, data: 0.019) G_GAN: 1.297 G_L1: 3.980 D_real: 0.691 D_fake: 0.335 +(epoch: 5, iters: 336, time: 0.539, data: 0.018) G_GAN: 2.459 G_L1: 4.813 D_real: 0.283 D_fake: 0.182 +(epoch: 5, iters: 436, time: 0.297, data: 0.019) G_GAN: 2.251 G_L1: 2.786 D_real: 0.237 D_fake: 0.285 +(epoch: 5, iters: 536, time: 0.290, data: 0.018) G_GAN: 1.446 G_L1: 3.223 D_real: 0.713 D_fake: 0.241 +(epoch: 5, iters: 636, time: 0.297, data: 0.018) G_GAN: 1.394 G_L1: 6.070 D_real: 1.212 D_fake: 0.220 +(epoch: 5, iters: 736, time: 0.416, data: 0.020) G_GAN: 2.437 G_L1: 4.288 D_real: 0.118 D_fake: 0.234 +(epoch: 5, iters: 836, time: 0.297, data: 0.019) G_GAN: 2.049 G_L1: 4.003 D_real: 0.357 D_fake: 0.196 +(epoch: 5, iters: 936, time: 0.296, data: 0.017) G_GAN: 1.800 G_L1: 4.278 D_real: 0.521 D_fake: 0.262 +(epoch: 5, iters: 1036, time: 0.300, data: 0.018) G_GAN: 1.498 G_L1: 4.685 D_real: 0.569 D_fake: 0.189 +(epoch: 5, iters: 1136, time: 0.412, data: 0.018) G_GAN: 1.319 G_L1: 4.138 D_real: 0.698 D_fake: 0.239 +(epoch: 5, iters: 1236, time: 0.295, data: 0.021) G_GAN: 2.275 G_L1: 3.639 D_real: 0.359 D_fake: 0.516 +(epoch: 5, iters: 1336, time: 0.309, data: 0.017) G_GAN: 1.406 G_L1: 4.527 D_real: 0.766 D_fake: 0.495 +(epoch: 5, iters: 1436, time: 0.296, data: 0.019) G_GAN: 1.596 G_L1: 3.949 D_real: 0.644 D_fake: 0.257 +(epoch: 5, iters: 1536, time: 0.403, data: 0.017) G_GAN: 1.531 G_L1: 3.438 D_real: 0.870 D_fake: 0.359 +(epoch: 5, iters: 1636, time: 0.296, data: 0.020) G_GAN: 2.396 G_L1: 3.405 D_real: 0.427 D_fake: 0.347 +(epoch: 5, iters: 1736, time: 0.301, data: 0.017) G_GAN: 1.762 G_L1: 3.697 D_real: 0.624 D_fake: 0.490 +(epoch: 5, iters: 1836, time: 0.298, data: 0.020) G_GAN: 2.572 G_L1: 4.336 D_real: 0.315 D_fake: 0.195 +(epoch: 5, iters: 1936, time: 0.530, data: 0.016) G_GAN: 1.518 G_L1: 4.748 D_real: 0.615 D_fake: 0.219 +(epoch: 5, iters: 2036, time: 0.302, data: 0.020) G_GAN: 1.966 G_L1: 3.893 D_real: 0.121 D_fake: 0.488 +(epoch: 5, iters: 2136, time: 0.305, data: 0.017) G_GAN: 1.716 G_L1: 3.745 D_real: 0.557 D_fake: 0.246 +(epoch: 5, iters: 2236, time: 0.306, data: 0.018) G_GAN: 2.520 G_L1: 4.289 D_real: 0.095 D_fake: 0.359 +(epoch: 5, iters: 2336, time: 0.390, data: 0.017) G_GAN: 1.484 G_L1: 2.761 D_real: 0.649 D_fake: 0.400 +(epoch: 5, iters: 2436, time: 0.301, data: 0.020) G_GAN: 1.636 G_L1: 3.306 D_real: 0.292 D_fake: 0.284 +(epoch: 5, iters: 2536, time: 0.297, data: 0.022) G_GAN: 2.052 G_L1: 3.676 D_real: 0.449 D_fake: 0.313 +(epoch: 5, iters: 2636, time: 0.300, data: 0.022) G_GAN: 1.883 G_L1: 2.689 D_real: 0.535 D_fake: 0.277 +(epoch: 5, iters: 2736, time: 0.396, data: 0.019) G_GAN: 1.661 G_L1: 3.712 D_real: 0.233 D_fake: 0.555 +(epoch: 5, iters: 2836, time: 0.288, data: 0.018) G_GAN: 1.678 G_L1: 3.222 D_real: 0.335 D_fake: 0.482 +(epoch: 5, iters: 2936, time: 0.303, data: 0.016) G_GAN: 1.243 G_L1: 3.621 D_real: 0.445 D_fake: 0.772 +(epoch: 5, iters: 3036, time: 0.307, data: 0.017) G_GAN: 1.776 G_L1: 4.705 D_real: 0.182 D_fake: 0.599 +(epoch: 5, iters: 3136, time: 0.411, data: 0.017) G_GAN: 1.352 G_L1: 4.055 D_real: 0.495 D_fake: 0.231 +(epoch: 5, iters: 3236, time: 0.304, data: 0.018) G_GAN: 2.115 G_L1: 3.761 D_real: 0.220 D_fake: 0.858 +(epoch: 5, iters: 3336, time: 0.295, data: 0.026) G_GAN: 1.684 G_L1: 3.053 D_real: 0.344 D_fake: 0.375 +(epoch: 5, iters: 3436, time: 0.301, data: 0.016) G_GAN: 1.763 G_L1: 4.674 D_real: 0.136 D_fake: 0.636 +(epoch: 5, iters: 3536, time: 0.385, data: 0.020) G_GAN: 1.894 G_L1: 3.488 D_real: 0.504 D_fake: 0.487 +(epoch: 5, iters: 3636, time: 0.297, data: 0.019) G_GAN: 1.811 G_L1: 3.558 D_real: 0.460 D_fake: 0.448 +(epoch: 5, iters: 3736, time: 0.303, data: 0.016) G_GAN: 2.013 G_L1: 4.521 D_real: 0.829 D_fake: 0.290 +(epoch: 5, iters: 3836, time: 0.303, data: 0.016) G_GAN: 1.606 G_L1: 6.003 D_real: 0.376 D_fake: 0.478 +(epoch: 5, iters: 3936, time: 0.536, data: 0.016) G_GAN: 1.948 G_L1: 3.574 D_real: 0.240 D_fake: 0.330 +(epoch: 5, iters: 4036, time: 0.297, data: 0.017) G_GAN: 2.291 G_L1: 3.292 D_real: 0.218 D_fake: 0.825 +(epoch: 5, iters: 4136, time: 0.292, data: 0.016) G_GAN: 1.963 G_L1: 3.747 D_real: 0.642 D_fake: 0.166 +(epoch: 5, iters: 4236, time: 0.306, data: 0.016) G_GAN: 2.429 G_L1: 4.413 D_real: 0.091 D_fake: 0.407 +(epoch: 5, iters: 4336, time: 0.385, data: 0.016) G_GAN: 1.996 G_L1: 4.916 D_real: 0.275 D_fake: 0.567 +(epoch: 5, iters: 4436, time: 0.295, data: 0.019) G_GAN: 1.869 G_L1: 4.520 D_real: 0.612 D_fake: 0.160 +(epoch: 5, iters: 4536, time: 0.294, data: 0.014) G_GAN: 1.758 G_L1: 3.814 D_real: 0.194 D_fake: 0.330 +(epoch: 5, iters: 4636, time: 0.300, data: 0.014) G_GAN: 1.416 G_L1: 4.361 D_real: 0.477 D_fake: 0.755 +(epoch: 5, iters: 4736, time: 0.378, data: 0.016) G_GAN: 1.315 G_L1: 4.484 D_real: 0.843 D_fake: 0.287 +(epoch: 5, iters: 4836, time: 0.297, data: 0.017) G_GAN: 1.372 G_L1: 4.656 D_real: 0.452 D_fake: 0.709 +(epoch: 5, iters: 4936, time: 0.293, data: 0.016) G_GAN: 1.488 G_L1: 3.659 D_real: 0.469 D_fake: 0.454 +(epoch: 5, iters: 5036, time: 0.300, data: 0.027) G_GAN: 2.654 G_L1: 3.818 D_real: 0.450 D_fake: 0.251 +(epoch: 5, iters: 5136, time: 0.387, data: 0.019) G_GAN: 1.440 G_L1: 3.480 D_real: 0.647 D_fake: 0.334 +(epoch: 5, iters: 5236, time: 0.305, data: 0.018) G_GAN: 1.319 G_L1: 3.016 D_real: 0.853 D_fake: 0.210 +(epoch: 5, iters: 5336, time: 0.296, data: 0.018) G_GAN: 2.488 G_L1: 3.562 D_real: 0.293 D_fake: 1.093 +(epoch: 5, iters: 5436, time: 0.295, data: 0.015) G_GAN: 1.510 G_L1: 3.590 D_real: 0.756 D_fake: 0.479 +(epoch: 5, iters: 5536, time: 0.384, data: 0.018) G_GAN: 1.696 G_L1: 4.504 D_real: 0.284 D_fake: 0.309 +(epoch: 5, iters: 5636, time: 0.295, data: 0.020) G_GAN: 1.911 G_L1: 4.662 D_real: 0.379 D_fake: 0.292 +(epoch: 5, iters: 5736, time: 0.295, data: 0.017) G_GAN: 2.137 G_L1: 4.166 D_real: 0.237 D_fake: 0.453 +(epoch: 5, iters: 5836, time: 0.298, data: 0.014) G_GAN: 2.215 G_L1: 6.255 D_real: 0.440 D_fake: 0.251 +(epoch: 5, iters: 5936, time: 0.536, data: 0.018) G_GAN: 2.549 G_L1: 3.881 D_real: 0.119 D_fake: 0.474 +(epoch: 5, iters: 6036, time: 0.305, data: 0.019) G_GAN: 1.780 G_L1: 4.171 D_real: 0.392 D_fake: 0.498 +(epoch: 5, iters: 6136, time: 0.298, data: 0.020) G_GAN: 1.805 G_L1: 3.228 D_real: 0.492 D_fake: 0.219 +(epoch: 5, iters: 6236, time: 0.303, data: 0.018) G_GAN: 1.761 G_L1: 4.880 D_real: 0.139 D_fake: 0.448 +(epoch: 5, iters: 6336, time: 0.422, data: 0.017) G_GAN: 2.733 G_L1: 4.173 D_real: 0.563 D_fake: 0.212 +(epoch: 5, iters: 6436, time: 0.301, data: 0.018) G_GAN: 1.917 G_L1: 4.160 D_real: 0.284 D_fake: 0.240 +(epoch: 5, iters: 6536, time: 0.297, data: 0.017) G_GAN: 1.654 G_L1: 5.146 D_real: 0.438 D_fake: 0.808 +(epoch: 5, iters: 6636, time: 0.302, data: 0.017) G_GAN: 1.498 G_L1: 3.072 D_real: 0.804 D_fake: 0.350 +(epoch: 5, iters: 6736, time: 0.412, data: 0.017) G_GAN: 1.161 G_L1: 2.775 D_real: 0.490 D_fake: 0.474 +(epoch: 5, iters: 6836, time: 0.303, data: 0.018) G_GAN: 2.471 G_L1: 4.497 D_real: 0.504 D_fake: 0.154 +(epoch: 5, iters: 6936, time: 0.299, data: 0.017) G_GAN: 1.054 G_L1: 3.132 D_real: 0.709 D_fake: 0.445 +(epoch: 5, iters: 7036, time: 0.299, data: 0.017) G_GAN: 1.552 G_L1: 3.785 D_real: 0.696 D_fake: 0.683 +(epoch: 5, iters: 7136, time: 0.421, data: 0.016) G_GAN: 2.334 G_L1: 5.016 D_real: 0.240 D_fake: 0.540 +(epoch: 5, iters: 7236, time: 0.294, data: 0.018) G_GAN: 2.066 G_L1: 3.429 D_real: 0.218 D_fake: 0.459 +(epoch: 5, iters: 7336, time: 0.300, data: 0.017) G_GAN: 2.048 G_L1: 3.718 D_real: 0.187 D_fake: 0.857 +(epoch: 5, iters: 7436, time: 0.295, data: 0.016) G_GAN: 1.460 G_L1: 2.786 D_real: 0.332 D_fake: 0.593 +(epoch: 5, iters: 7536, time: 0.405, data: 0.017) G_GAN: 1.133 G_L1: 3.279 D_real: 0.430 D_fake: 0.383 +(epoch: 5, iters: 7636, time: 0.296, data: 0.018) G_GAN: 2.964 G_L1: 4.141 D_real: 0.328 D_fake: 0.063 +(epoch: 5, iters: 7736, time: 0.304, data: 0.017) G_GAN: 1.292 G_L1: 3.096 D_real: 1.252 D_fake: 0.228 +(epoch: 5, iters: 7836, time: 0.294, data: 0.017) G_GAN: 1.959 G_L1: 3.149 D_real: 0.402 D_fake: 0.410 +(epoch: 5, iters: 7936, time: 0.538, data: 0.017) G_GAN: 2.513 G_L1: 4.273 D_real: 0.385 D_fake: 0.386 +(epoch: 5, iters: 8036, time: 0.303, data: 0.019) G_GAN: 1.940 G_L1: 3.658 D_real: 0.449 D_fake: 0.386 +(epoch: 5, iters: 8136, time: 0.289, data: 0.019) G_GAN: 2.467 G_L1: 3.851 D_real: 0.302 D_fake: 0.888 +(epoch: 5, iters: 8236, time: 0.302, data: 0.016) G_GAN: 1.296 G_L1: 4.318 D_real: 0.569 D_fake: 0.275 +(epoch: 5, iters: 8336, time: 0.393, data: 0.018) G_GAN: 1.386 G_L1: 3.227 D_real: 0.460 D_fake: 0.422 +(epoch: 5, iters: 8436, time: 0.301, data: 0.016) G_GAN: 1.925 G_L1: 3.812 D_real: 0.171 D_fake: 0.584 +(epoch: 5, iters: 8536, time: 0.293, data: 0.017) G_GAN: 1.706 G_L1: 5.683 D_real: 0.664 D_fake: 0.223 +(epoch: 5, iters: 8636, time: 0.299, data: 0.017) G_GAN: 2.264 G_L1: 5.294 D_real: 0.162 D_fake: 0.259 +(epoch: 5, iters: 8736, time: 0.410, data: 0.017) G_GAN: 2.147 G_L1: 2.938 D_real: 0.276 D_fake: 0.214 +(epoch: 5, iters: 8836, time: 0.299, data: 0.020) G_GAN: 1.900 G_L1: 3.670 D_real: 0.513 D_fake: 0.239 +(epoch: 5, iters: 8936, time: 0.298, data: 0.017) G_GAN: 2.185 G_L1: 3.472 D_real: 0.304 D_fake: 0.382 +(epoch: 5, iters: 9036, time: 0.298, data: 0.017) G_GAN: 1.518 G_L1: 3.768 D_real: 0.675 D_fake: 0.388 +(epoch: 5, iters: 9136, time: 0.413, data: 0.017) G_GAN: 1.349 G_L1: 2.669 D_real: 0.432 D_fake: 0.504 +(epoch: 5, iters: 9236, time: 0.289, data: 0.020) G_GAN: 1.773 G_L1: 3.186 D_real: 0.587 D_fake: 0.538 +(epoch: 5, iters: 9336, time: 0.302, data: 0.017) G_GAN: 1.340 G_L1: 3.715 D_real: 0.790 D_fake: 0.401 +(epoch: 5, iters: 9436, time: 0.304, data: 0.017) G_GAN: 2.166 G_L1: 3.757 D_real: 0.572 D_fake: 0.252 +(epoch: 5, iters: 9536, time: 0.416, data: 0.017) G_GAN: 2.262 G_L1: 3.508 D_real: 0.521 D_fake: 0.164 +(epoch: 5, iters: 9636, time: 0.294, data: 0.021) G_GAN: 1.500 G_L1: 11.295 D_real: 0.294 D_fake: 0.443 +(epoch: 5, iters: 9736, time: 0.300, data: 0.022) G_GAN: 1.878 G_L1: 3.442 D_real: 0.417 D_fake: 0.339 +(epoch: 5, iters: 9836, time: 0.303, data: 0.024) G_GAN: 1.617 G_L1: 2.749 D_real: 0.244 D_fake: 0.655 +(epoch: 5, iters: 9936, time: 0.525, data: 0.024) G_GAN: 1.927 G_L1: 3.536 D_real: 0.240 D_fake: 0.584 +(epoch: 5, iters: 10036, time: 0.304, data: 0.021) G_GAN: 1.678 G_L1: 3.072 D_real: 0.405 D_fake: 0.322 +(epoch: 5, iters: 10136, time: 0.301, data: 0.020) G_GAN: 1.633 G_L1: 5.587 D_real: 0.279 D_fake: 0.541 +(epoch: 5, iters: 10236, time: 0.294, data: 0.021) G_GAN: 1.560 G_L1: 3.064 D_real: 0.454 D_fake: 0.277 +(epoch: 5, iters: 10336, time: 0.420, data: 0.019) G_GAN: 1.492 G_L1: 4.287 D_real: 1.609 D_fake: 0.246 +(epoch: 5, iters: 10436, time: 0.294, data: 0.019) G_GAN: 1.641 G_L1: 4.811 D_real: 0.480 D_fake: 0.259 +(epoch: 5, iters: 10536, time: 0.308, data: 0.017) G_GAN: 2.265 G_L1: 4.017 D_real: 0.567 D_fake: 0.175 +(epoch: 5, iters: 10636, time: 0.298, data: 0.017) G_GAN: 1.476 G_L1: 4.000 D_real: 0.750 D_fake: 0.268 +(epoch: 5, iters: 10736, time: 0.414, data: 0.019) G_GAN: 2.076 G_L1: 3.438 D_real: 0.404 D_fake: 0.130 +(epoch: 5, iters: 10836, time: 0.295, data: 0.020) G_GAN: 1.740 G_L1: 4.816 D_real: 0.575 D_fake: 0.402 +(epoch: 5, iters: 10936, time: 0.307, data: 0.017) G_GAN: 1.388 G_L1: 2.721 D_real: 0.307 D_fake: 0.495 +(epoch: 5, iters: 11036, time: 0.299, data: 0.019) G_GAN: 2.255 G_L1: 3.864 D_real: 0.253 D_fake: 0.220 +(epoch: 5, iters: 11136, time: 0.390, data: 0.017) G_GAN: 1.889 G_L1: 4.007 D_real: 0.486 D_fake: 0.349 +(epoch: 5, iters: 11236, time: 0.304, data: 0.020) G_GAN: 1.531 G_L1: 4.389 D_real: 0.324 D_fake: 0.301 +(epoch: 5, iters: 11336, time: 0.304, data: 0.018) G_GAN: 1.451 G_L1: 3.222 D_real: 0.240 D_fake: 0.559 +(epoch: 5, iters: 11436, time: 0.297, data: 0.018) G_GAN: 1.145 G_L1: 4.619 D_real: 0.840 D_fake: 0.351 +(epoch: 5, iters: 11536, time: 0.418, data: 0.019) G_GAN: 2.163 G_L1: 3.005 D_real: 0.793 D_fake: 0.086 +(epoch: 5, iters: 11636, time: 0.301, data: 0.019) G_GAN: 1.587 G_L1: 3.364 D_real: 0.559 D_fake: 0.460 +(epoch: 5, iters: 11736, time: 0.296, data: 0.017) G_GAN: 2.355 G_L1: 4.014 D_real: 0.135 D_fake: 0.212 +(epoch: 5, iters: 11836, time: 0.302, data: 0.018) G_GAN: 1.219 G_L1: 2.610 D_real: 0.948 D_fake: 0.277 +(epoch: 5, iters: 11936, time: 0.557, data: 0.017) G_GAN: 2.362 G_L1: 3.530 D_real: 0.384 D_fake: 0.154 +(epoch: 5, iters: 12036, time: 0.293, data: 0.018) G_GAN: 2.502 G_L1: 3.512 D_real: 0.279 D_fake: 0.524 +(epoch: 5, iters: 12136, time: 0.297, data: 0.016) G_GAN: 1.918 G_L1: 3.460 D_real: 0.351 D_fake: 0.164 +(epoch: 5, iters: 12236, time: 0.303, data: 0.020) G_GAN: 2.791 G_L1: 2.797 D_real: 0.055 D_fake: 0.610 +(epoch: 5, iters: 12336, time: 0.410, data: 0.018) G_GAN: 2.234 G_L1: 4.046 D_real: 0.130 D_fake: 0.423 +(epoch: 5, iters: 12436, time: 0.297, data: 0.018) G_GAN: 1.410 G_L1: 2.862 D_real: 0.494 D_fake: 0.738 +(epoch: 5, iters: 12536, time: 0.299, data: 0.017) G_GAN: 2.126 G_L1: 3.650 D_real: 0.440 D_fake: 0.651 +(epoch: 5, iters: 12636, time: 0.304, data: 0.017) G_GAN: 2.019 G_L1: 5.958 D_real: 0.399 D_fake: 0.180 +(epoch: 5, iters: 12736, time: 0.386, data: 0.017) G_GAN: 1.697 G_L1: 3.123 D_real: 0.357 D_fake: 0.367 +(epoch: 5, iters: 12836, time: 0.303, data: 0.019) G_GAN: 2.002 G_L1: 3.990 D_real: 0.149 D_fake: 0.532 +(epoch: 5, iters: 12936, time: 0.302, data: 0.017) G_GAN: 1.967 G_L1: 3.944 D_real: 0.366 D_fake: 0.694 +(epoch: 5, iters: 13036, time: 0.300, data: 0.017) G_GAN: 1.369 G_L1: 2.916 D_real: 0.839 D_fake: 0.158 +(epoch: 5, iters: 13136, time: 0.405, data: 0.023) G_GAN: 1.387 G_L1: 3.450 D_real: 0.735 D_fake: 0.302 +(epoch: 5, iters: 13236, time: 0.285, data: 0.019) G_GAN: 1.701 G_L1: 3.338 D_real: 0.364 D_fake: 0.371 +(epoch: 5, iters: 13336, time: 0.292, data: 0.016) G_GAN: 1.661 G_L1: 3.021 D_real: 0.423 D_fake: 0.751 +(epoch: 5, iters: 13436, time: 0.296, data: 0.017) G_GAN: 2.483 G_L1: 5.176 D_real: 0.103 D_fake: 0.589 +(epoch: 5, iters: 13536, time: 0.376, data: 0.018) G_GAN: 1.430 G_L1: 3.037 D_real: 0.568 D_fake: 0.276 +(epoch: 5, iters: 13636, time: 0.298, data: 0.019) G_GAN: 2.176 G_L1: 7.528 D_real: 0.024 D_fake: 0.327 +(epoch: 5, iters: 13736, time: 0.303, data: 0.020) G_GAN: 1.555 G_L1: 4.406 D_real: 0.639 D_fake: 0.211 +(epoch: 5, iters: 13836, time: 0.303, data: 0.019) G_GAN: 1.589 G_L1: 3.453 D_real: 0.563 D_fake: 0.425 +(epoch: 5, iters: 13936, time: 0.481, data: 0.017) G_GAN: 3.151 G_L1: 3.781 D_real: 0.302 D_fake: 0.352 +(epoch: 5, iters: 14036, time: 0.292, data: 0.019) G_GAN: 1.830 G_L1: 3.267 D_real: 0.708 D_fake: 0.191 +(epoch: 5, iters: 14136, time: 0.303, data: 0.020) G_GAN: 1.765 G_L1: 3.446 D_real: 0.716 D_fake: 0.360 +(epoch: 5, iters: 14236, time: 0.303, data: 0.020) G_GAN: 1.937 G_L1: 3.761 D_real: 0.405 D_fake: 0.328 +(epoch: 5, iters: 14336, time: 0.411, data: 0.019) G_GAN: 2.208 G_L1: 3.403 D_real: 0.234 D_fake: 0.171 +(epoch: 5, iters: 14436, time: 0.302, data: 0.021) G_GAN: 2.838 G_L1: 3.628 D_real: 0.077 D_fake: 0.761 +(epoch: 5, iters: 14536, time: 0.295, data: 0.018) G_GAN: 1.884 G_L1: 3.303 D_real: 0.416 D_fake: 0.458 +(epoch: 5, iters: 14636, time: 0.283, data: 0.016) G_GAN: 0.840 G_L1: 5.690 D_real: 1.042 D_fake: 0.298 +(epoch: 5, iters: 14736, time: 0.412, data: 0.019) G_GAN: 1.430 G_L1: 3.879 D_real: 0.597 D_fake: 0.516 +(epoch: 5, iters: 14836, time: 0.298, data: 0.019) G_GAN: 2.309 G_L1: 3.062 D_real: 0.224 D_fake: 0.618 +(epoch: 5, iters: 14936, time: 0.307, data: 0.020) G_GAN: 2.935 G_L1: 5.363 D_real: 0.282 D_fake: 0.487 +(epoch: 5, iters: 15036, time: 0.294, data: 0.019) G_GAN: 1.718 G_L1: 2.426 D_real: 0.402 D_fake: 0.557 +(epoch: 5, iters: 15136, time: 0.420, data: 0.020) G_GAN: 0.896 G_L1: 2.995 D_real: 0.830 D_fake: 0.544 +(epoch: 5, iters: 15236, time: 0.300, data: 0.019) G_GAN: 1.319 G_L1: 4.041 D_real: 0.698 D_fake: 0.254 +(epoch: 5, iters: 15336, time: 0.304, data: 0.016) G_GAN: 0.963 G_L1: 4.363 D_real: 0.624 D_fake: 0.554 +(epoch: 5, iters: 15436, time: 0.288, data: 0.018) G_GAN: 1.261 G_L1: 2.871 D_real: 0.853 D_fake: 0.385 +(epoch: 5, iters: 15536, time: 0.401, data: 0.020) G_GAN: 2.034 G_L1: 3.586 D_real: 0.281 D_fake: 0.494 +(epoch: 5, iters: 15636, time: 0.305, data: 0.019) G_GAN: 1.363 G_L1: 3.433 D_real: 0.550 D_fake: 0.447 +(epoch: 5, iters: 15736, time: 0.293, data: 0.017) G_GAN: 1.625 G_L1: 3.920 D_real: 0.462 D_fake: 0.220 +(epoch: 5, iters: 15836, time: 0.302, data: 0.015) G_GAN: 2.030 G_L1: 4.828 D_real: 0.454 D_fake: 0.752 +(epoch: 5, iters: 15936, time: 0.540, data: 0.017) G_GAN: 2.586 G_L1: 4.619 D_real: 0.298 D_fake: 0.387 +(epoch: 5, iters: 16036, time: 0.309, data: 0.019) G_GAN: 2.193 G_L1: 4.165 D_real: 0.316 D_fake: 0.425 +(epoch: 5, iters: 16136, time: 0.305, data: 0.018) G_GAN: 2.392 G_L1: 3.749 D_real: 0.417 D_fake: 0.165 +(epoch: 5, iters: 16236, time: 0.308, data: 0.018) G_GAN: 1.201 G_L1: 2.936 D_real: 0.646 D_fake: 0.346 +(epoch: 5, iters: 16336, time: 0.389, data: 0.020) G_GAN: 1.196 G_L1: 2.861 D_real: 0.804 D_fake: 0.397 +(epoch: 5, iters: 16436, time: 0.305, data: 0.021) G_GAN: 2.450 G_L1: 4.182 D_real: 0.428 D_fake: 0.434 +(epoch: 5, iters: 16536, time: 0.302, data: 0.017) G_GAN: 2.179 G_L1: 4.143 D_real: 0.777 D_fake: 0.124 +(epoch: 5, iters: 16636, time: 0.303, data: 0.018) G_GAN: 2.057 G_L1: 3.535 D_real: 0.170 D_fake: 0.383 +(epoch: 5, iters: 16736, time: 0.384, data: 0.017) G_GAN: 2.070 G_L1: 3.927 D_real: 0.296 D_fake: 0.218 +(epoch: 5, iters: 16836, time: 0.289, data: 0.019) G_GAN: 2.651 G_L1: 6.218 D_real: 0.289 D_fake: 0.750 +(epoch: 5, iters: 16936, time: 0.297, data: 0.017) G_GAN: 2.068 G_L1: 4.259 D_real: 0.712 D_fake: 0.281 +(epoch: 5, iters: 17036, time: 0.298, data: 0.016) G_GAN: 2.339 G_L1: 4.225 D_real: 0.052 D_fake: 0.847 +(epoch: 5, iters: 17136, time: 0.426, data: 0.019) G_GAN: 2.155 G_L1: 4.419 D_real: 0.168 D_fake: 0.293 +(epoch: 5, iters: 17236, time: 0.302, data: 0.019) G_GAN: 3.143 G_L1: 4.603 D_real: 0.088 D_fake: 0.585 +(epoch: 5, iters: 17336, time: 0.304, data: 0.017) G_GAN: 1.665 G_L1: 3.891 D_real: 0.481 D_fake: 0.195 +(epoch: 5, iters: 17436, time: 0.305, data: 0.018) G_GAN: 1.302 G_L1: 4.212 D_real: 0.681 D_fake: 0.275 +(epoch: 5, iters: 17536, time: 0.399, data: 0.017) G_GAN: 2.287 G_L1: 3.100 D_real: 0.314 D_fake: 0.355 +(epoch: 5, iters: 17636, time: 0.309, data: 0.019) G_GAN: 3.092 G_L1: 4.076 D_real: 0.149 D_fake: 0.421 +(epoch: 5, iters: 17736, time: 0.307, data: 0.017) G_GAN: 2.397 G_L1: 3.726 D_real: 0.072 D_fake: 0.284 +(epoch: 5, iters: 17836, time: 0.294, data: 0.021) G_GAN: 1.786 G_L1: 3.366 D_real: 0.317 D_fake: 0.253 +(epoch: 5, iters: 17936, time: 0.534, data: 0.015) G_GAN: 1.665 G_L1: 4.173 D_real: 0.740 D_fake: 0.333 +(epoch: 5, iters: 18036, time: 0.305, data: 0.019) G_GAN: 1.488 G_L1: 3.535 D_real: 0.645 D_fake: 0.214 +(epoch: 5, iters: 18136, time: 0.304, data: 0.015) G_GAN: 2.186 G_L1: 3.844 D_real: 0.104 D_fake: 0.825 +(epoch: 5, iters: 18236, time: 0.307, data: 0.019) G_GAN: 1.444 G_L1: 3.799 D_real: 0.652 D_fake: 0.308 +(epoch: 5, iters: 18336, time: 0.416, data: 0.019) G_GAN: 1.565 G_L1: 3.121 D_real: 0.181 D_fake: 0.501 +(epoch: 5, iters: 18436, time: 0.308, data: 0.020) G_GAN: 2.467 G_L1: 6.782 D_real: 0.092 D_fake: 0.286 +(epoch: 5, iters: 18536, time: 0.298, data: 0.018) G_GAN: 1.725 G_L1: 3.375 D_real: 0.553 D_fake: 0.174 +(epoch: 5, iters: 18636, time: 0.299, data: 0.019) G_GAN: 2.484 G_L1: 3.445 D_real: 0.202 D_fake: 0.712 +(epoch: 5, iters: 18736, time: 0.405, data: 0.019) G_GAN: 1.963 G_L1: 2.874 D_real: 0.403 D_fake: 0.222 +(epoch: 5, iters: 18836, time: 0.304, data: 0.016) G_GAN: 2.213 G_L1: 4.315 D_real: 0.113 D_fake: 0.626 +(epoch: 5, iters: 18936, time: 0.302, data: 0.020) G_GAN: 1.960 G_L1: 6.496 D_real: 0.307 D_fake: 0.277 +(epoch: 5, iters: 19036, time: 0.290, data: 0.017) G_GAN: 1.863 G_L1: 3.641 D_real: 0.515 D_fake: 0.161 +(epoch: 5, iters: 19136, time: 0.403, data: 0.019) G_GAN: 1.497 G_L1: 4.415 D_real: 1.088 D_fake: 0.270 +(epoch: 5, iters: 19236, time: 0.300, data: 0.018) G_GAN: 1.972 G_L1: 3.448 D_real: 0.345 D_fake: 0.326 +(epoch: 5, iters: 19336, time: 0.304, data: 0.018) G_GAN: 2.360 G_L1: 3.698 D_real: 0.171 D_fake: 0.502 +(epoch: 5, iters: 19436, time: 0.296, data: 0.021) G_GAN: 2.623 G_L1: 3.070 D_real: 0.640 D_fake: 0.173 +(epoch: 5, iters: 19536, time: 0.418, data: 0.022) G_GAN: 2.062 G_L1: 3.287 D_real: 0.158 D_fake: 0.682 +(epoch: 5, iters: 19636, time: 0.308, data: 0.022) G_GAN: 1.800 G_L1: 3.810 D_real: 0.276 D_fake: 0.339 +(epoch: 5, iters: 19736, time: 0.303, data: 0.024) G_GAN: 2.465 G_L1: 4.717 D_real: 0.172 D_fake: 0.234 +(epoch: 5, iters: 19836, time: 0.301, data: 0.024) G_GAN: 1.705 G_L1: 2.830 D_real: 0.516 D_fake: 0.494 +(epoch: 5, iters: 19936, time: 0.494, data: 0.016) G_GAN: 1.571 G_L1: 4.459 D_real: 0.165 D_fake: 0.651 +(epoch: 5, iters: 20036, time: 0.301, data: 0.020) G_GAN: 1.647 G_L1: 3.904 D_real: 0.313 D_fake: 0.328 +(epoch: 5, iters: 20136, time: 0.299, data: 0.015) G_GAN: 2.248 G_L1: 4.343 D_real: 0.014 D_fake: 0.274 +(epoch: 5, iters: 20236, time: 0.299, data: 0.017) G_GAN: 1.962 G_L1: 3.646 D_real: 0.698 D_fake: 0.351 +(epoch: 5, iters: 20336, time: 0.385, data: 0.019) G_GAN: 2.762 G_L1: 3.636 D_real: 0.958 D_fake: 0.705 +(epoch: 5, iters: 20436, time: 0.302, data: 0.019) G_GAN: 1.765 G_L1: 4.715 D_real: 0.506 D_fake: 0.182 +(epoch: 5, iters: 20536, time: 0.304, data: 0.017) G_GAN: 1.394 G_L1: 3.494 D_real: 0.387 D_fake: 0.645 +(epoch: 5, iters: 20636, time: 0.304, data: 0.018) G_GAN: 1.460 G_L1: 3.063 D_real: 0.265 D_fake: 0.538 +(epoch: 5, iters: 20736, time: 0.409, data: 0.016) G_GAN: 1.172 G_L1: 2.952 D_real: 0.728 D_fake: 0.374 +(epoch: 5, iters: 20836, time: 0.299, data: 0.021) G_GAN: 0.982 G_L1: 3.449 D_real: 0.444 D_fake: 0.395 +(epoch: 5, iters: 20936, time: 0.305, data: 0.018) G_GAN: 3.022 G_L1: 3.771 D_real: 0.108 D_fake: 1.168 +(epoch: 5, iters: 21036, time: 0.297, data: 0.019) G_GAN: 1.206 G_L1: 3.806 D_real: 0.542 D_fake: 0.618 +(epoch: 5, iters: 21136, time: 0.423, data: 0.018) G_GAN: 1.120 G_L1: 2.500 D_real: 0.533 D_fake: 0.531 +(epoch: 5, iters: 21236, time: 0.277, data: 0.020) G_GAN: 2.608 G_L1: 4.308 D_real: 0.040 D_fake: 0.364 +(epoch: 5, iters: 21336, time: 0.300, data: 0.020) G_GAN: 1.612 G_L1: 3.189 D_real: 0.739 D_fake: 0.279 +(epoch: 5, iters: 21436, time: 0.298, data: 0.016) G_GAN: 2.786 G_L1: 4.410 D_real: 0.079 D_fake: 1.275 +(epoch: 5, iters: 21536, time: 0.391, data: 0.022) G_GAN: 1.728 G_L1: 2.484 D_real: 0.583 D_fake: 0.182 +(epoch: 5, iters: 21636, time: 0.301, data: 0.019) G_GAN: 1.874 G_L1: 2.973 D_real: 0.493 D_fake: 0.697 +(epoch: 5, iters: 21736, time: 0.303, data: 0.021) G_GAN: 1.123 G_L1: 3.207 D_real: 0.633 D_fake: 0.388 +(epoch: 5, iters: 21836, time: 0.292, data: 0.022) G_GAN: 2.078 G_L1: 3.727 D_real: 0.216 D_fake: 0.837 +(epoch: 5, iters: 21936, time: 0.529, data: 0.019) G_GAN: 1.222 G_L1: 4.680 D_real: 0.480 D_fake: 0.313 +(epoch: 5, iters: 22036, time: 0.298, data: 0.019) G_GAN: 1.749 G_L1: 4.256 D_real: 0.995 D_fake: 0.352 +(epoch: 5, iters: 22136, time: 0.306, data: 0.015) G_GAN: 1.760 G_L1: 4.119 D_real: 0.390 D_fake: 0.450 +(epoch: 5, iters: 22236, time: 0.308, data: 0.018) G_GAN: 1.514 G_L1: 4.798 D_real: 0.069 D_fake: 0.656 +(epoch: 5, iters: 22336, time: 0.421, data: 0.017) G_GAN: 1.936 G_L1: 3.253 D_real: 0.312 D_fake: 0.397 +(epoch: 5, iters: 22436, time: 0.299, data: 0.019) G_GAN: 2.124 G_L1: 3.622 D_real: 0.270 D_fake: 0.582 +(epoch: 5, iters: 22536, time: 0.292, data: 0.018) G_GAN: 2.085 G_L1: 3.543 D_real: 0.202 D_fake: 0.398 +(epoch: 5, iters: 22636, time: 0.303, data: 0.021) G_GAN: 2.258 G_L1: 3.677 D_real: 0.351 D_fake: 0.429 +(epoch: 5, iters: 22736, time: 0.405, data: 0.018) G_GAN: 1.918 G_L1: 3.824 D_real: 0.107 D_fake: 0.800 +(epoch: 5, iters: 22836, time: 0.295, data: 0.019) G_GAN: 1.441 G_L1: 4.935 D_real: 0.442 D_fake: 0.307 +(epoch: 5, iters: 22936, time: 0.311, data: 0.017) G_GAN: 2.011 G_L1: 3.736 D_real: 0.266 D_fake: 0.219 +(epoch: 5, iters: 23036, time: 0.300, data: 0.016) G_GAN: 2.602 G_L1: 3.182 D_real: 0.184 D_fake: 0.422 +(epoch: 5, iters: 23136, time: 0.391, data: 0.021) G_GAN: 1.908 G_L1: 3.883 D_real: 0.407 D_fake: 0.268 +(epoch: 5, iters: 23236, time: 0.304, data: 0.020) G_GAN: 1.703 G_L1: 3.154 D_real: 0.536 D_fake: 1.059 +(epoch: 5, iters: 23336, time: 0.303, data: 0.016) G_GAN: 2.167 G_L1: 4.245 D_real: 0.165 D_fake: 0.616 +(epoch: 5, iters: 23436, time: 0.302, data: 0.017) G_GAN: 2.259 G_L1: 2.770 D_real: 0.691 D_fake: 0.096 +(epoch: 5, iters: 23536, time: 0.402, data: 0.017) G_GAN: 2.825 G_L1: 4.543 D_real: 0.085 D_fake: 0.259 +(epoch: 5, iters: 23636, time: 0.303, data: 0.020) G_GAN: 2.011 G_L1: 2.797 D_real: 0.451 D_fake: 0.397 +(epoch: 5, iters: 23736, time: 0.299, data: 0.017) G_GAN: 2.573 G_L1: 3.567 D_real: 0.179 D_fake: 0.999 +(epoch: 5, iters: 23836, time: 0.306, data: 0.016) G_GAN: 2.416 G_L1: 3.932 D_real: 0.054 D_fake: 0.395 +(epoch: 5, iters: 23936, time: 0.535, data: 0.016) G_GAN: 2.446 G_L1: 3.644 D_real: 0.374 D_fake: 0.149 +(epoch: 5, iters: 24036, time: 0.302, data: 0.017) G_GAN: 1.853 G_L1: 4.186 D_real: 1.206 D_fake: 0.064 +(epoch: 5, iters: 24136, time: 0.289, data: 0.016) G_GAN: 1.199 G_L1: 6.089 D_real: 1.025 D_fake: 0.248 +(epoch: 5, iters: 24236, time: 0.296, data: 0.020) G_GAN: 1.849 G_L1: 4.969 D_real: 0.329 D_fake: 0.329 +(epoch: 5, iters: 24336, time: 0.420, data: 0.016) G_GAN: 1.604 G_L1: 3.096 D_real: 0.409 D_fake: 0.236 +(epoch: 5, iters: 24436, time: 0.296, data: 0.019) G_GAN: 2.263 G_L1: 4.225 D_real: 0.226 D_fake: 0.228 +(epoch: 5, iters: 24536, time: 0.300, data: 0.017) G_GAN: 2.690 G_L1: 4.547 D_real: 0.254 D_fake: 0.080 +(epoch: 5, iters: 24636, time: 0.295, data: 0.016) G_GAN: 1.656 G_L1: 3.913 D_real: 0.169 D_fake: 0.465 +(epoch: 5, iters: 24736, time: 0.414, data: 0.016) G_GAN: 1.453 G_L1: 3.341 D_real: 0.787 D_fake: 0.558 +(epoch: 5, iters: 24836, time: 0.302, data: 0.019) G_GAN: 1.651 G_L1: 4.229 D_real: 0.499 D_fake: 0.319 +(epoch: 5, iters: 24936, time: 0.299, data: 0.019) G_GAN: 2.179 G_L1: 5.478 D_real: 0.265 D_fake: 0.285 +(epoch: 5, iters: 25036, time: 0.290, data: 0.019) G_GAN: 1.440 G_L1: 2.856 D_real: 0.621 D_fake: 0.416 +(epoch: 5, iters: 25136, time: 0.414, data: 0.017) G_GAN: 2.559 G_L1: 3.712 D_real: 0.025 D_fake: 0.250 +(epoch: 5, iters: 25236, time: 0.303, data: 0.018) G_GAN: 2.498 G_L1: 3.302 D_real: 0.237 D_fake: 0.456 +(epoch: 5, iters: 25336, time: 0.292, data: 0.018) G_GAN: 1.801 G_L1: 4.150 D_real: 0.258 D_fake: 0.286 +(epoch: 5, iters: 25436, time: 0.295, data: 0.016) G_GAN: 2.298 G_L1: 4.540 D_real: 0.335 D_fake: 0.239 +(epoch: 5, iters: 25536, time: 0.417, data: 0.017) G_GAN: 0.984 G_L1: 3.031 D_real: 1.053 D_fake: 0.189 +(epoch: 5, iters: 25636, time: 0.295, data: 0.020) G_GAN: 1.972 G_L1: 5.934 D_real: 0.161 D_fake: 0.578 +(epoch: 5, iters: 25736, time: 0.295, data: 0.015) G_GAN: 2.442 G_L1: 4.089 D_real: 0.131 D_fake: 0.315 +(epoch: 5, iters: 25836, time: 0.289, data: 0.018) G_GAN: 1.685 G_L1: 4.002 D_real: 0.568 D_fake: 0.204 +(epoch: 5, iters: 25936, time: 0.531, data: 0.016) G_GAN: 2.587 G_L1: 5.752 D_real: 0.528 D_fake: 0.120 +(epoch: 5, iters: 26036, time: 0.297, data: 0.020) G_GAN: 2.253 G_L1: 3.230 D_real: 0.507 D_fake: 0.257 +(epoch: 5, iters: 26136, time: 0.303, data: 0.018) G_GAN: 1.815 G_L1: 3.633 D_real: 0.349 D_fake: 0.592 +(epoch: 5, iters: 26236, time: 0.294, data: 0.021) G_GAN: 1.407 G_L1: 3.157 D_real: 0.747 D_fake: 0.292 +(epoch: 5, iters: 26336, time: 0.406, data: 0.016) G_GAN: 1.858 G_L1: 3.877 D_real: 0.376 D_fake: 0.232 +(epoch: 5, iters: 26436, time: 0.299, data: 0.018) G_GAN: 2.078 G_L1: 2.725 D_real: 0.585 D_fake: 0.434 +(epoch: 5, iters: 26536, time: 0.299, data: 0.017) G_GAN: 1.970 G_L1: 5.443 D_real: 0.334 D_fake: 0.413 +(epoch: 5, iters: 26636, time: 0.301, data: 0.021) G_GAN: 1.962 G_L1: 3.613 D_real: 0.338 D_fake: 0.303 +(epoch: 5, iters: 26736, time: 0.384, data: 0.016) G_GAN: 2.218 G_L1: 3.428 D_real: 0.632 D_fake: 0.230 +(epoch: 5, iters: 26836, time: 0.285, data: 0.020) G_GAN: 1.605 G_L1: 3.339 D_real: 0.533 D_fake: 0.227 +(epoch: 5, iters: 26936, time: 0.300, data: 0.015) G_GAN: 1.767 G_L1: 3.256 D_real: 0.358 D_fake: 0.212 +(epoch: 5, iters: 27036, time: 0.302, data: 0.017) G_GAN: 2.200 G_L1: 5.302 D_real: 0.353 D_fake: 0.515 +(epoch: 5, iters: 27136, time: 0.406, data: 0.016) G_GAN: 1.817 G_L1: 3.412 D_real: 0.291 D_fake: 0.896 +(epoch: 5, iters: 27236, time: 0.303, data: 0.018) G_GAN: 1.829 G_L1: 3.854 D_real: 0.268 D_fake: 0.920 +(epoch: 5, iters: 27336, time: 0.284, data: 0.017) G_GAN: 1.437 G_L1: 2.766 D_real: 0.228 D_fake: 0.691 +(epoch: 5, iters: 27436, time: 0.292, data: 0.019) G_GAN: 2.204 G_L1: 5.451 D_real: 0.133 D_fake: 0.429 +(epoch: 5, iters: 27536, time: 0.414, data: 0.016) G_GAN: 1.889 G_L1: 4.487 D_real: 0.562 D_fake: 0.159 +(epoch: 5, iters: 27636, time: 0.303, data: 0.020) G_GAN: 2.239 G_L1: 3.602 D_real: 0.191 D_fake: 0.614 +(epoch: 5, iters: 27736, time: 0.293, data: 0.019) G_GAN: 2.577 G_L1: 5.641 D_real: 0.185 D_fake: 0.394 +(epoch: 5, iters: 27836, time: 0.300, data: 0.022) G_GAN: 2.598 G_L1: 3.137 D_real: 0.307 D_fake: 0.234 +(epoch: 5, iters: 27936, time: 0.542, data: 0.019) G_GAN: 2.735 G_L1: 3.788 D_real: 0.175 D_fake: 0.162 +(epoch: 5, iters: 28036, time: 0.301, data: 0.020) G_GAN: 2.358 G_L1: 5.773 D_real: 0.184 D_fake: 0.678 +(epoch: 5, iters: 28136, time: 0.301, data: 0.018) G_GAN: 2.551 G_L1: 5.583 D_real: 0.094 D_fake: 0.192 +(epoch: 5, iters: 28236, time: 0.290, data: 0.016) G_GAN: 1.136 G_L1: 3.868 D_real: 0.489 D_fake: 0.347 +(epoch: 5, iters: 28336, time: 0.376, data: 0.015) G_GAN: 1.600 G_L1: 3.071 D_real: 0.260 D_fake: 0.852 +(epoch: 5, iters: 28436, time: 0.304, data: 0.017) G_GAN: 1.883 G_L1: 4.075 D_real: 0.313 D_fake: 0.203 +(epoch: 5, iters: 28536, time: 0.303, data: 0.018) G_GAN: 1.794 G_L1: 3.668 D_real: 0.492 D_fake: 0.536 +(epoch: 5, iters: 28636, time: 0.304, data: 0.018) G_GAN: 2.451 G_L1: 3.711 D_real: 0.224 D_fake: 0.270 +(epoch: 5, iters: 28736, time: 0.413, data: 0.019) G_GAN: 1.750 G_L1: 3.594 D_real: 0.552 D_fake: 0.169 +(epoch: 5, iters: 28836, time: 0.297, data: 0.017) G_GAN: 2.166 G_L1: 3.178 D_real: 0.218 D_fake: 0.358 +(epoch: 5, iters: 28936, time: 0.290, data: 0.017) G_GAN: 1.635 G_L1: 3.355 D_real: 0.303 D_fake: 0.375 +(epoch: 5, iters: 29036, time: 0.292, data: 0.016) G_GAN: 2.159 G_L1: 3.861 D_real: 0.366 D_fake: 0.327 +(epoch: 5, iters: 29136, time: 0.417, data: 0.015) G_GAN: 1.054 G_L1: 3.226 D_real: 0.791 D_fake: 0.389 +(epoch: 5, iters: 29236, time: 0.292, data: 0.019) G_GAN: 2.007 G_L1: 2.928 D_real: 0.044 D_fake: 0.525 +(epoch: 5, iters: 29336, time: 0.284, data: 0.017) G_GAN: 2.322 G_L1: 4.738 D_real: 0.186 D_fake: 0.236 +(epoch: 5, iters: 29436, time: 0.294, data: 0.017) G_GAN: 1.958 G_L1: 4.163 D_real: 0.887 D_fake: 0.124 +(epoch: 5, iters: 29536, time: 0.387, data: 0.016) G_GAN: 1.895 G_L1: 3.755 D_real: 0.494 D_fake: 0.209 +(epoch: 5, iters: 29636, time: 0.297, data: 0.018) G_GAN: 1.830 G_L1: 3.791 D_real: 0.461 D_fake: 0.327 +(epoch: 5, iters: 29736, time: 0.289, data: 0.018) G_GAN: 1.694 G_L1: 3.232 D_real: 0.596 D_fake: 0.268 +(epoch: 5, iters: 29836, time: 0.300, data: 0.015) G_GAN: 2.974 G_L1: 4.563 D_real: 0.407 D_fake: 0.608 +(epoch: 5, iters: 29936, time: 0.490, data: 0.023) G_GAN: 2.250 G_L1: 3.176 D_real: 0.478 D_fake: 0.567 +(epoch: 5, iters: 30036, time: 0.296, data: 0.019) G_GAN: 1.944 G_L1: 5.416 D_real: 0.373 D_fake: 0.306 +(epoch: 5, iters: 30136, time: 0.304, data: 0.017) G_GAN: 1.247 G_L1: 5.230 D_real: 0.904 D_fake: 0.153 +(epoch: 5, iters: 30236, time: 0.294, data: 0.017) G_GAN: 1.087 G_L1: 2.614 D_real: 0.736 D_fake: 0.645 +(epoch: 5, iters: 30336, time: 0.418, data: 0.017) G_GAN: 2.234 G_L1: 7.191 D_real: 0.468 D_fake: 0.222 +(epoch: 5, iters: 30436, time: 0.303, data: 0.018) G_GAN: 1.827 G_L1: 3.270 D_real: 0.351 D_fake: 0.309 +(epoch: 5, iters: 30536, time: 0.302, data: 0.018) G_GAN: 1.894 G_L1: 3.593 D_real: 0.261 D_fake: 0.456 +(epoch: 5, iters: 30636, time: 0.303, data: 0.018) G_GAN: 1.931 G_L1: 3.516 D_real: 0.422 D_fake: 0.292 +(epoch: 5, iters: 30736, time: 0.408, data: 0.019) G_GAN: 1.466 G_L1: 4.473 D_real: 0.432 D_fake: 0.343 +(epoch: 5, iters: 30836, time: 0.301, data: 0.019) G_GAN: 1.037 G_L1: 2.769 D_real: 0.502 D_fake: 0.435 +(epoch: 5, iters: 30936, time: 0.304, data: 0.016) G_GAN: 1.858 G_L1: 4.359 D_real: 0.322 D_fake: 0.286 +(epoch: 5, iters: 31036, time: 0.303, data: 0.017) G_GAN: 1.905 G_L1: 3.112 D_real: 0.679 D_fake: 0.230 +(epoch: 5, iters: 31136, time: 0.415, data: 0.017) G_GAN: 3.165 G_L1: 5.314 D_real: 0.693 D_fake: 0.189 +(epoch: 5, iters: 31236, time: 0.303, data: 0.019) G_GAN: 2.975 G_L1: 4.769 D_real: 0.403 D_fake: 0.350 +(epoch: 5, iters: 31336, time: 0.303, data: 0.018) G_GAN: 1.310 G_L1: 2.982 D_real: 0.516 D_fake: 0.883 +(epoch: 5, iters: 31436, time: 0.301, data: 0.019) G_GAN: 1.855 G_L1: 4.382 D_real: 0.079 D_fake: 1.094 +(epoch: 5, iters: 31536, time: 0.402, data: 0.019) G_GAN: 1.997 G_L1: 3.867 D_real: 1.041 D_fake: 0.080 +(epoch: 5, iters: 31636, time: 0.304, data: 0.022) G_GAN: 1.218 G_L1: 2.417 D_real: 0.288 D_fake: 0.639 +(epoch: 5, iters: 31736, time: 0.303, data: 0.017) G_GAN: 1.559 G_L1: 3.423 D_real: 0.921 D_fake: 0.539 +(epoch: 5, iters: 31836, time: 0.303, data: 0.018) G_GAN: 1.789 G_L1: 3.401 D_real: 0.320 D_fake: 0.571 +(epoch: 5, iters: 31936, time: 0.527, data: 0.018) G_GAN: 1.240 G_L1: 2.788 D_real: 0.385 D_fake: 0.462 +(epoch: 5, iters: 32036, time: 0.302, data: 0.020) G_GAN: 3.850 G_L1: 10.589 D_real: 0.174 D_fake: 0.542 +(epoch: 5, iters: 32136, time: 0.301, data: 0.017) G_GAN: 2.371 G_L1: 5.064 D_real: 0.170 D_fake: 0.189 +(epoch: 5, iters: 32236, time: 0.295, data: 0.027) G_GAN: 2.337 G_L1: 3.527 D_real: 0.161 D_fake: 0.257 +(epoch: 5, iters: 32336, time: 0.415, data: 0.017) G_GAN: 2.074 G_L1: 2.722 D_real: 0.240 D_fake: 0.410 +(epoch: 5, iters: 32436, time: 0.296, data: 0.021) G_GAN: 1.180 G_L1: 3.135 D_real: 0.646 D_fake: 0.293 +(epoch: 5, iters: 32536, time: 0.295, data: 0.016) G_GAN: 2.531 G_L1: 4.280 D_real: 0.470 D_fake: 0.119 +(epoch: 5, iters: 32636, time: 0.301, data: 0.016) G_GAN: 2.106 G_L1: 4.200 D_real: 0.201 D_fake: 0.458 +(epoch: 5, iters: 32736, time: 0.414, data: 0.016) G_GAN: 1.726 G_L1: 4.862 D_real: 0.618 D_fake: 0.267 +(epoch: 5, iters: 32836, time: 0.277, data: 0.019) G_GAN: 2.875 G_L1: 4.652 D_real: 0.277 D_fake: 0.577 +(epoch: 5, iters: 32936, time: 0.302, data: 0.016) G_GAN: 3.895 G_L1: 2.914 D_real: 0.366 D_fake: 1.211 +(epoch: 5, iters: 33036, time: 0.300, data: 0.019) G_GAN: 2.983 G_L1: 3.767 D_real: 0.267 D_fake: 0.150 +(epoch: 5, iters: 33136, time: 0.409, data: 0.018) G_GAN: 1.923 G_L1: 4.138 D_real: 0.437 D_fake: 0.368 +(epoch: 5, iters: 33236, time: 0.301, data: 0.019) G_GAN: 2.250 G_L1: 3.276 D_real: 0.342 D_fake: 0.447 +(epoch: 5, iters: 33336, time: 0.298, data: 0.021) G_GAN: 1.915 G_L1: 4.081 D_real: 0.108 D_fake: 0.313 +(epoch: 5, iters: 33436, time: 0.294, data: 0.017) G_GAN: 2.027 G_L1: 3.754 D_real: 0.674 D_fake: 0.248 +(epoch: 5, iters: 33536, time: 0.413, data: 0.018) G_GAN: 1.545 G_L1: 3.335 D_real: 0.241 D_fake: 0.599 +(epoch: 5, iters: 33636, time: 0.304, data: 0.019) G_GAN: 1.735 G_L1: 4.224 D_real: 0.216 D_fake: 0.855 +(epoch: 5, iters: 33736, time: 0.299, data: 0.019) G_GAN: 1.653 G_L1: 3.897 D_real: 0.140 D_fake: 0.398 +(epoch: 5, iters: 33836, time: 0.305, data: 0.016) G_GAN: 1.463 G_L1: 3.121 D_real: 0.082 D_fake: 0.609 +(epoch: 5, iters: 33936, time: 0.494, data: 0.018) G_GAN: 2.160 G_L1: 4.449 D_real: 0.658 D_fake: 0.402 +(epoch: 5, iters: 34036, time: 0.295, data: 0.020) G_GAN: 3.721 G_L1: 5.073 D_real: 0.820 D_fake: 0.072 +(epoch: 5, iters: 34136, time: 0.296, data: 0.016) G_GAN: 2.178 G_L1: 2.592 D_real: 0.380 D_fake: 0.199 +(epoch: 5, iters: 34236, time: 0.302, data: 0.017) G_GAN: 1.376 G_L1: 4.439 D_real: 0.199 D_fake: 0.500 +(epoch: 5, iters: 34336, time: 0.391, data: 0.017) G_GAN: 1.135 G_L1: 2.192 D_real: 0.710 D_fake: 0.444 +(epoch: 5, iters: 34436, time: 0.301, data: 0.020) G_GAN: 2.800 G_L1: 3.948 D_real: 0.238 D_fake: 0.637 +(epoch: 5, iters: 34536, time: 0.304, data: 0.019) G_GAN: 1.561 G_L1: 3.627 D_real: 0.223 D_fake: 0.314 +(epoch: 5, iters: 34636, time: 0.301, data: 0.017) G_GAN: 2.870 G_L1: 2.784 D_real: 0.412 D_fake: 0.300 +(epoch: 5, iters: 34736, time: 0.391, data: 0.018) G_GAN: 1.639 G_L1: 3.852 D_real: 0.337 D_fake: 0.421 +(epoch: 5, iters: 34836, time: 0.294, data: 0.020) G_GAN: 2.958 G_L1: 4.146 D_real: 0.082 D_fake: 0.491 +(epoch: 5, iters: 34936, time: 0.301, data: 0.017) G_GAN: 2.402 G_L1: 5.695 D_real: 0.248 D_fake: 0.313 +(epoch: 5, iters: 35036, time: 0.293, data: 0.020) G_GAN: 1.920 G_L1: 2.792 D_real: 0.390 D_fake: 0.263 +(epoch: 5, iters: 35136, time: 0.416, data: 0.017) G_GAN: 1.649 G_L1: 3.877 D_real: 0.241 D_fake: 0.252 +(epoch: 5, iters: 35236, time: 0.304, data: 0.019) G_GAN: 1.454 G_L1: 3.549 D_real: 0.261 D_fake: 0.560 +(epoch: 5, iters: 35336, time: 0.289, data: 0.017) G_GAN: 2.068 G_L1: 3.425 D_real: 0.581 D_fake: 0.139 +(epoch: 5, iters: 35436, time: 0.298, data: 0.016) G_GAN: 2.891 G_L1: 6.833 D_real: 0.164 D_fake: 0.209 +(epoch: 5, iters: 35536, time: 0.416, data: 0.017) G_GAN: 3.207 G_L1: 4.688 D_real: 0.300 D_fake: 0.677 +(epoch: 5, iters: 35636, time: 0.302, data: 0.019) G_GAN: 1.686 G_L1: 2.723 D_real: 0.252 D_fake: 0.463 +(epoch: 5, iters: 35736, time: 0.281, data: 0.017) G_GAN: 1.713 G_L1: 2.882 D_real: 0.448 D_fake: 0.442 +(epoch: 5, iters: 35836, time: 0.304, data: 0.015) G_GAN: 2.180 G_L1: 3.908 D_real: 0.493 D_fake: 0.295 +(epoch: 5, iters: 35936, time: 0.523, data: 0.017) G_GAN: 2.098 G_L1: 3.896 D_real: 0.183 D_fake: 0.366 +(epoch: 5, iters: 36036, time: 0.303, data: 0.017) G_GAN: 3.848 G_L1: 4.543 D_real: 0.088 D_fake: 0.901 +(epoch: 5, iters: 36136, time: 0.293, data: 0.019) G_GAN: 1.415 G_L1: 5.646 D_real: 0.415 D_fake: 0.674 +(epoch: 5, iters: 36236, time: 0.297, data: 0.017) G_GAN: 1.841 G_L1: 3.310 D_real: 0.454 D_fake: 0.692 +(epoch: 5, iters: 36336, time: 0.415, data: 0.021) G_GAN: 1.431 G_L1: 3.755 D_real: 0.379 D_fake: 0.531 +(epoch: 5, iters: 36436, time: 0.294, data: 0.022) G_GAN: 2.379 G_L1: 3.709 D_real: 0.084 D_fake: 0.447 +(epoch: 5, iters: 36536, time: 0.291, data: 0.018) G_GAN: 2.011 G_L1: 4.484 D_real: 0.295 D_fake: 0.768 +(epoch: 5, iters: 36636, time: 0.304, data: 0.015) G_GAN: 3.325 G_L1: 4.338 D_real: 0.097 D_fake: 0.726 +(epoch: 5, iters: 36736, time: 0.415, data: 0.019) G_GAN: 2.571 G_L1: 4.763 D_real: 0.167 D_fake: 0.216 +(epoch: 5, iters: 36836, time: 0.301, data: 0.026) G_GAN: 1.577 G_L1: 3.380 D_real: 1.007 D_fake: 0.133 +(epoch: 5, iters: 36936, time: 0.300, data: 0.018) G_GAN: 3.116 G_L1: 3.675 D_real: 0.254 D_fake: 0.128 +(epoch: 5, iters: 37036, time: 0.295, data: 0.018) G_GAN: 3.800 G_L1: 3.929 D_real: 0.110 D_fake: 0.401 +(epoch: 5, iters: 37136, time: 0.404, data: 0.018) G_GAN: 1.911 G_L1: 2.622 D_real: 0.362 D_fake: 0.406 +(epoch: 5, iters: 37236, time: 0.302, data: 0.019) G_GAN: 1.435 G_L1: 3.444 D_real: 0.677 D_fake: 0.222 +(epoch: 5, iters: 37336, time: 0.303, data: 0.016) G_GAN: 1.505 G_L1: 4.418 D_real: 1.669 D_fake: 0.414 +(epoch: 5, iters: 37436, time: 0.301, data: 0.019) G_GAN: 3.224 G_L1: 4.512 D_real: 0.289 D_fake: 0.368 +(epoch: 5, iters: 37536, time: 0.399, data: 0.016) G_GAN: 2.161 G_L1: 5.987 D_real: 0.254 D_fake: 0.346 +(epoch: 5, iters: 37636, time: 0.304, data: 0.018) G_GAN: 2.232 G_L1: 4.249 D_real: 0.066 D_fake: 0.933 +(epoch: 5, iters: 37736, time: 0.295, data: 0.023) G_GAN: 2.484 G_L1: 4.096 D_real: 0.637 D_fake: 0.111 +(epoch: 5, iters: 37836, time: 0.300, data: 0.019) G_GAN: 1.884 G_L1: 4.132 D_real: 0.559 D_fake: 0.422 +(epoch: 5, iters: 37936, time: 0.544, data: 0.019) G_GAN: 3.111 G_L1: 5.723 D_real: 0.107 D_fake: 0.860 +(epoch: 5, iters: 38036, time: 0.298, data: 0.018) G_GAN: 2.781 G_L1: 4.557 D_real: 0.139 D_fake: 0.211 +(epoch: 5, iters: 38136, time: 0.295, data: 0.017) G_GAN: 1.826 G_L1: 3.960 D_real: 0.455 D_fake: 0.478 +(epoch: 5, iters: 38236, time: 0.302, data: 0.019) G_GAN: 1.637 G_L1: 5.032 D_real: 0.581 D_fake: 0.737 +(epoch: 5, iters: 38336, time: 0.409, data: 0.022) G_GAN: 2.239 G_L1: 3.358 D_real: 0.289 D_fake: 0.285 +(epoch: 5, iters: 38436, time: 0.294, data: 0.021) G_GAN: 2.346 G_L1: 5.125 D_real: 0.190 D_fake: 0.267 +(epoch: 5, iters: 38536, time: 0.291, data: 0.017) G_GAN: 2.573 G_L1: 3.860 D_real: 0.101 D_fake: 0.240 +(epoch: 5, iters: 38636, time: 0.302, data: 0.017) G_GAN: 1.532 G_L1: 3.509 D_real: 0.464 D_fake: 0.226 +(epoch: 5, iters: 38736, time: 0.413, data: 0.018) G_GAN: 1.828 G_L1: 5.945 D_real: 0.637 D_fake: 0.237 +(epoch: 5, iters: 38836, time: 0.293, data: 0.019) G_GAN: 1.786 G_L1: 3.397 D_real: 0.171 D_fake: 0.499 +(epoch: 5, iters: 38936, time: 0.302, data: 0.015) G_GAN: 2.357 G_L1: 4.252 D_real: 0.130 D_fake: 0.495 +(epoch: 5, iters: 39036, time: 0.296, data: 0.018) G_GAN: 1.813 G_L1: 4.354 D_real: 0.420 D_fake: 0.314 +(epoch: 5, iters: 39136, time: 0.408, data: 0.016) G_GAN: 2.160 G_L1: 4.496 D_real: 0.446 D_fake: 0.420 +(epoch: 5, iters: 39236, time: 0.303, data: 0.018) G_GAN: 2.145 G_L1: 4.549 D_real: 0.481 D_fake: 0.277 +(epoch: 5, iters: 39336, time: 0.303, data: 0.017) G_GAN: 2.738 G_L1: 4.224 D_real: 0.248 D_fake: 0.583 +(epoch: 5, iters: 39436, time: 0.302, data: 0.017) G_GAN: 1.631 G_L1: 4.114 D_real: 0.186 D_fake: 1.154 +(epoch: 5, iters: 39536, time: 0.412, data: 0.017) G_GAN: 1.721 G_L1: 3.828 D_real: 0.185 D_fake: 0.665 +(epoch: 5, iters: 39636, time: 0.303, data: 0.020) G_GAN: 1.847 G_L1: 2.817 D_real: 0.576 D_fake: 0.318 +(epoch: 5, iters: 39736, time: 0.302, data: 0.017) G_GAN: 2.728 G_L1: 3.568 D_real: 0.359 D_fake: 0.479 +(epoch: 5, iters: 39836, time: 0.294, data: 0.016) G_GAN: 2.731 G_L1: 4.118 D_real: 0.083 D_fake: 0.491 +(epoch: 5, iters: 39936, time: 0.525, data: 0.017) G_GAN: 2.042 G_L1: 3.211 D_real: 0.631 D_fake: 0.754 +(epoch: 5, iters: 40036, time: 0.303, data: 0.020) G_GAN: 1.543 G_L1: 2.436 D_real: 0.530 D_fake: 0.286 +(epoch: 5, iters: 40136, time: 0.294, data: 0.017) G_GAN: 1.975 G_L1: 4.399 D_real: 0.297 D_fake: 0.454 +(epoch: 5, iters: 40236, time: 0.309, data: 0.018) G_GAN: 2.450 G_L1: 4.910 D_real: 0.078 D_fake: 0.327 +(epoch: 5, iters: 40336, time: 0.414, data: 0.017) G_GAN: 2.553 G_L1: 3.470 D_real: 0.106 D_fake: 0.378 +(epoch: 5, iters: 40436, time: 0.292, data: 0.021) G_GAN: 1.826 G_L1: 4.912 D_real: 0.594 D_fake: 0.263 +(epoch: 5, iters: 40536, time: 0.304, data: 0.015) G_GAN: 2.768 G_L1: 3.549 D_real: 0.222 D_fake: 0.334 +(epoch: 5, iters: 40636, time: 0.303, data: 0.017) G_GAN: 2.185 G_L1: 2.909 D_real: 0.247 D_fake: 0.366 +(epoch: 5, iters: 40736, time: 0.409, data: 0.016) G_GAN: 1.685 G_L1: 3.454 D_real: 0.463 D_fake: 0.660 +(epoch: 5, iters: 40836, time: 0.294, data: 0.019) G_GAN: 1.582 G_L1: 4.610 D_real: 0.411 D_fake: 0.355 +(epoch: 5, iters: 40936, time: 0.288, data: 0.017) G_GAN: 2.011 G_L1: 7.341 D_real: 0.095 D_fake: 0.883 +(epoch: 5, iters: 41036, time: 0.293, data: 0.016) G_GAN: 2.095 G_L1: 2.957 D_real: 0.201 D_fake: 0.757 +(epoch: 5, iters: 41136, time: 0.385, data: 0.021) G_GAN: 1.095 G_L1: 2.733 D_real: 0.969 D_fake: 0.258 +(epoch: 5, iters: 41236, time: 0.303, data: 0.018) G_GAN: 1.042 G_L1: 4.410 D_real: 0.964 D_fake: 0.170 +(epoch: 5, iters: 41336, time: 0.295, data: 0.017) G_GAN: 2.629 G_L1: 3.151 D_real: 0.097 D_fake: 0.779 +(epoch: 5, iters: 41436, time: 0.306, data: 0.016) G_GAN: 2.212 G_L1: 4.321 D_real: 0.196 D_fake: 0.549 +(epoch: 5, iters: 41536, time: 0.410, data: 0.017) G_GAN: 3.036 G_L1: 9.449 D_real: 0.077 D_fake: 0.312 +(epoch: 5, iters: 41636, time: 0.298, data: 0.019) G_GAN: 1.765 G_L1: 3.452 D_real: 0.246 D_fake: 0.522 +(epoch: 5, iters: 41736, time: 0.300, data: 0.017) G_GAN: 2.164 G_L1: 4.668 D_real: 0.477 D_fake: 0.219 +(epoch: 5, iters: 41836, time: 0.294, data: 0.016) G_GAN: 1.933 G_L1: 3.926 D_real: 0.375 D_fake: 0.365 +(epoch: 5, iters: 41936, time: 0.531, data: 0.017) G_GAN: 1.654 G_L1: 3.544 D_real: 0.631 D_fake: 0.314 +(epoch: 5, iters: 42036, time: 0.300, data: 0.018) G_GAN: 1.801 G_L1: 2.884 D_real: 0.626 D_fake: 0.308 +(epoch: 5, iters: 42136, time: 0.300, data: 0.018) G_GAN: 1.240 G_L1: 2.902 D_real: 0.677 D_fake: 0.332 +(epoch: 5, iters: 42236, time: 0.308, data: 0.017) G_GAN: 2.618 G_L1: 6.513 D_real: 0.120 D_fake: 0.379 +(epoch: 5, iters: 42336, time: 0.418, data: 0.017) G_GAN: 1.772 G_L1: 4.908 D_real: 0.783 D_fake: 0.547 +(epoch: 5, iters: 42436, time: 0.296, data: 0.018) G_GAN: 2.176 G_L1: 4.199 D_real: 0.351 D_fake: 0.449 +(epoch: 5, iters: 42536, time: 0.298, data: 0.019) G_GAN: 1.845 G_L1: 3.722 D_real: 0.646 D_fake: 0.292 +(epoch: 5, iters: 42636, time: 0.297, data: 0.017) G_GAN: 1.700 G_L1: 3.137 D_real: 0.502 D_fake: 0.586 +(epoch: 5, iters: 42736, time: 0.402, data: 0.016) G_GAN: 2.234 G_L1: 3.660 D_real: 0.703 D_fake: 0.128 +(epoch: 5, iters: 42836, time: 0.294, data: 0.020) G_GAN: 1.675 G_L1: 5.087 D_real: 0.652 D_fake: 0.289 +(epoch: 5, iters: 42936, time: 0.294, data: 0.016) G_GAN: 1.747 G_L1: 3.114 D_real: 0.258 D_fake: 0.409 +(epoch: 5, iters: 43036, time: 0.297, data: 0.018) G_GAN: 2.501 G_L1: 4.976 D_real: 0.035 D_fake: 0.309 +(epoch: 5, iters: 43136, time: 0.392, data: 0.024) G_GAN: 1.692 G_L1: 3.491 D_real: 0.612 D_fake: 0.546 +(epoch: 5, iters: 43236, time: 0.301, data: 0.018) G_GAN: 1.788 G_L1: 5.125 D_real: 0.447 D_fake: 0.801 +(epoch: 5, iters: 43336, time: 0.292, data: 0.019) G_GAN: 2.610 G_L1: 3.287 D_real: 0.172 D_fake: 0.331 +(epoch: 5, iters: 43436, time: 0.297, data: 0.017) G_GAN: 2.757 G_L1: 4.347 D_real: 0.200 D_fake: 0.165 +(epoch: 5, iters: 43536, time: 0.416, data: 0.017) G_GAN: 1.764 G_L1: 4.060 D_real: 0.495 D_fake: 0.643 +(epoch: 5, iters: 43636, time: 0.295, data: 0.020) G_GAN: 2.302 G_L1: 3.606 D_real: 0.402 D_fake: 0.149 +(epoch: 5, iters: 43736, time: 0.303, data: 0.019) G_GAN: 2.762 G_L1: 3.591 D_real: 0.311 D_fake: 0.110 +(epoch: 5, iters: 43836, time: 0.298, data: 0.018) G_GAN: 2.214 G_L1: 4.322 D_real: 0.216 D_fake: 0.432 +(epoch: 5, iters: 43936, time: 0.494, data: 0.016) G_GAN: 1.131 G_L1: 3.095 D_real: 0.697 D_fake: 0.533 +(epoch: 5, iters: 44036, time: 0.303, data: 0.019) G_GAN: 2.503 G_L1: 3.274 D_real: 0.092 D_fake: 0.398 +(epoch: 5, iters: 44136, time: 0.300, data: 0.017) G_GAN: 1.533 G_L1: 4.094 D_real: 0.529 D_fake: 0.316 +(epoch: 5, iters: 44236, time: 0.294, data: 0.017) G_GAN: 1.311 G_L1: 2.571 D_real: 0.344 D_fake: 0.383 +(epoch: 5, iters: 44336, time: 0.373, data: 0.016) G_GAN: 2.665 G_L1: 5.016 D_real: 0.093 D_fake: 0.333 +(epoch: 5, iters: 44436, time: 0.300, data: 0.019) G_GAN: 1.803 G_L1: 3.307 D_real: 0.344 D_fake: 0.382 +(epoch: 5, iters: 44536, time: 0.297, data: 0.018) G_GAN: 1.589 G_L1: 3.893 D_real: 0.549 D_fake: 0.420 +(epoch: 5, iters: 44636, time: 0.307, data: 0.016) G_GAN: 2.561 G_L1: 4.094 D_real: 0.406 D_fake: 0.330 +(epoch: 5, iters: 44736, time: 0.415, data: 0.017) G_GAN: 1.760 G_L1: 4.387 D_real: 0.380 D_fake: 0.377 +(epoch: 5, iters: 44836, time: 0.301, data: 0.019) G_GAN: 2.320 G_L1: 3.237 D_real: 0.501 D_fake: 0.383 +(epoch: 5, iters: 44936, time: 0.294, data: 0.018) G_GAN: 1.596 G_L1: 3.216 D_real: 0.206 D_fake: 0.647 +(epoch: 5, iters: 45036, time: 0.295, data: 0.019) G_GAN: 2.371 G_L1: 4.206 D_real: 0.382 D_fake: 0.323 +(epoch: 5, iters: 45136, time: 0.404, data: 0.020) G_GAN: 1.908 G_L1: 3.334 D_real: 0.972 D_fake: 0.184 +(epoch: 5, iters: 45236, time: 0.298, data: 0.021) G_GAN: 2.298 G_L1: 4.032 D_real: 0.418 D_fake: 0.317 +(epoch: 5, iters: 45336, time: 0.301, data: 0.020) G_GAN: 1.886 G_L1: 4.196 D_real: 0.497 D_fake: 0.229 +(epoch: 5, iters: 45436, time: 0.297, data: 0.017) G_GAN: 2.436 G_L1: 3.918 D_real: 0.069 D_fake: 0.359 +(epoch: 5, iters: 45536, time: 0.424, data: 0.016) G_GAN: 1.518 G_L1: 3.512 D_real: 0.497 D_fake: 0.296 +(epoch: 5, iters: 45636, time: 0.303, data: 0.019) G_GAN: 2.577 G_L1: 4.887 D_real: 0.468 D_fake: 0.249 +(epoch: 5, iters: 45736, time: 0.304, data: 0.018) G_GAN: 2.125 G_L1: 4.086 D_real: 0.106 D_fake: 0.277 +(epoch: 5, iters: 45836, time: 0.304, data: 0.019) G_GAN: 2.021 G_L1: 3.500 D_real: 0.221 D_fake: 0.343 +(epoch: 5, iters: 45936, time: 0.526, data: 0.018) G_GAN: 1.555 G_L1: 3.039 D_real: 1.398 D_fake: 0.114 +(epoch: 5, iters: 46036, time: 0.299, data: 0.017) G_GAN: 2.355 G_L1: 3.904 D_real: 0.195 D_fake: 0.121 +(epoch: 5, iters: 46136, time: 0.302, data: 0.017) G_GAN: 2.497 G_L1: 3.784 D_real: 0.046 D_fake: 0.230 +(epoch: 5, iters: 46236, time: 0.302, data: 0.017) G_GAN: 2.151 G_L1: 3.850 D_real: 0.594 D_fake: 0.256 +(epoch: 5, iters: 46336, time: 0.411, data: 0.017) G_GAN: 2.286 G_L1: 4.716 D_real: 0.645 D_fake: 0.179 +(epoch: 5, iters: 46436, time: 0.296, data: 0.018) G_GAN: 1.536 G_L1: 2.395 D_real: 0.499 D_fake: 0.400 +(epoch: 5, iters: 46536, time: 0.303, data: 0.015) G_GAN: 3.361 G_L1: 5.506 D_real: 0.255 D_fake: 0.141 +(epoch: 5, iters: 46636, time: 0.299, data: 0.016) G_GAN: 1.301 G_L1: 3.505 D_real: 0.946 D_fake: 0.120 +(epoch: 5, iters: 46736, time: 0.396, data: 0.017) G_GAN: 2.290 G_L1: 2.906 D_real: 0.900 D_fake: 0.270 +(epoch: 5, iters: 46836, time: 0.303, data: 0.020) G_GAN: 1.186 G_L1: 4.057 D_real: 0.784 D_fake: 0.335 +(epoch: 5, iters: 46936, time: 0.302, data: 0.016) G_GAN: 1.432 G_L1: 4.463 D_real: 0.167 D_fake: 0.871 +(epoch: 5, iters: 47036, time: 0.306, data: 0.016) G_GAN: 2.430 G_L1: 4.159 D_real: 0.378 D_fake: 0.519 +(epoch: 5, iters: 47136, time: 0.420, data: 0.020) G_GAN: 3.574 G_L1: 5.022 D_real: 0.202 D_fake: 0.414 +(epoch: 5, iters: 47236, time: 0.297, data: 0.020) G_GAN: 1.966 G_L1: 5.460 D_real: 0.775 D_fake: 0.126 +(epoch: 5, iters: 47336, time: 0.305, data: 0.016) G_GAN: 2.072 G_L1: 3.579 D_real: 0.145 D_fake: 0.626 +(epoch: 5, iters: 47436, time: 0.301, data: 0.020) G_GAN: 2.235 G_L1: 3.563 D_real: 0.151 D_fake: 0.544 +(epoch: 5, iters: 47536, time: 0.427, data: 0.017) G_GAN: 1.523 G_L1: 8.307 D_real: 1.076 D_fake: 0.071 +(epoch: 5, iters: 47636, time: 0.294, data: 0.020) G_GAN: 2.780 G_L1: 4.741 D_real: 0.398 D_fake: 0.245 +(epoch: 5, iters: 47736, time: 0.304, data: 0.017) G_GAN: 1.770 G_L1: 2.947 D_real: 0.590 D_fake: 0.222 +(epoch: 5, iters: 47836, time: 0.305, data: 0.021) G_GAN: 2.660 G_L1: 4.275 D_real: 0.168 D_fake: 0.238 +(epoch: 5, iters: 47936, time: 0.553, data: 0.017) G_GAN: 1.980 G_L1: 4.380 D_real: 0.279 D_fake: 0.410 +(epoch: 5, iters: 48036, time: 0.304, data: 0.018) G_GAN: 1.888 G_L1: 5.364 D_real: 0.516 D_fake: 0.330 +(epoch: 5, iters: 48136, time: 0.304, data: 0.021) G_GAN: 3.012 G_L1: 5.427 D_real: 0.030 D_fake: 0.863 +(epoch: 5, iters: 48236, time: 0.305, data: 0.018) G_GAN: 2.453 G_L1: 3.272 D_real: 0.181 D_fake: 0.236 +(epoch: 5, iters: 48336, time: 0.421, data: 0.017) G_GAN: 1.774 G_L1: 2.982 D_real: 0.595 D_fake: 0.256 +(epoch: 5, iters: 48436, time: 0.302, data: 0.019) G_GAN: 2.638 G_L1: 4.019 D_real: 0.077 D_fake: 0.254 +(epoch: 5, iters: 48536, time: 0.295, data: 0.018) G_GAN: 3.568 G_L1: 5.444 D_real: 0.364 D_fake: 0.537 +(epoch: 5, iters: 48636, time: 0.303, data: 0.017) G_GAN: 2.500 G_L1: 2.925 D_real: 0.098 D_fake: 0.225 +(epoch: 5, iters: 48736, time: 0.391, data: 0.018) G_GAN: 0.916 G_L1: 3.147 D_real: 1.889 D_fake: 0.163 +(epoch: 5, iters: 48836, time: 0.301, data: 0.020) G_GAN: 1.129 G_L1: 5.065 D_real: 1.140 D_fake: 0.281 +(epoch: 5, iters: 48936, time: 0.298, data: 0.019) G_GAN: 2.111 G_L1: 4.135 D_real: 0.125 D_fake: 0.500 +(epoch: 5, iters: 49036, time: 0.305, data: 0.018) G_GAN: 2.088 G_L1: 4.263 D_real: 0.202 D_fake: 0.334 +(epoch: 5, iters: 49136, time: 0.411, data: 0.022) G_GAN: 2.568 G_L1: 3.286 D_real: 0.676 D_fake: 0.068 +(epoch: 5, iters: 49236, time: 0.307, data: 0.020) G_GAN: 1.739 G_L1: 4.650 D_real: 0.499 D_fake: 0.143 +(epoch: 5, iters: 49336, time: 0.302, data: 0.020) G_GAN: 2.338 G_L1: 3.122 D_real: 0.255 D_fake: 0.604 +(epoch: 5, iters: 49436, time: 0.295, data: 0.020) G_GAN: 2.612 G_L1: 3.368 D_real: 0.475 D_fake: 0.105 +(epoch: 5, iters: 49536, time: 0.408, data: 0.016) G_GAN: 2.155 G_L1: 3.056 D_real: 0.622 D_fake: 0.095 +(epoch: 5, iters: 49636, time: 0.303, data: 0.019) G_GAN: 2.642 G_L1: 4.954 D_real: 0.358 D_fake: 0.084 +(epoch: 5, iters: 49736, time: 0.287, data: 0.021) G_GAN: 1.735 G_L1: 2.981 D_real: 0.426 D_fake: 0.317 +(epoch: 5, iters: 49836, time: 0.299, data: 0.016) G_GAN: 2.292 G_L1: 4.236 D_real: 0.400 D_fake: 0.560 +(epoch: 5, iters: 49936, time: 0.478, data: 0.020) G_GAN: 1.878 G_L1: 2.787 D_real: 0.355 D_fake: 0.306 +(epoch: 5, iters: 50036, time: 0.304, data: 0.020) G_GAN: 3.215 G_L1: 6.725 D_real: 0.031 D_fake: 0.638 +(epoch: 5, iters: 50136, time: 0.298, data: 0.021) G_GAN: 1.938 G_L1: 3.673 D_real: 0.303 D_fake: 0.230 +(epoch: 5, iters: 50236, time: 0.301, data: 0.020) G_GAN: 3.251 G_L1: 4.948 D_real: 0.129 D_fake: 1.104 +(epoch: 5, iters: 50336, time: 0.390, data: 0.019) G_GAN: 2.673 G_L1: 3.489 D_real: 0.133 D_fake: 0.899 +(epoch: 5, iters: 50436, time: 0.294, data: 0.016) G_GAN: 2.253 G_L1: 4.198 D_real: 0.149 D_fake: 0.374 +(epoch: 5, iters: 50536, time: 0.306, data: 0.018) G_GAN: 1.533 G_L1: 3.978 D_real: 0.856 D_fake: 0.410 +(epoch: 5, iters: 50636, time: 0.303, data: 0.016) G_GAN: 1.498 G_L1: 6.315 D_real: 0.440 D_fake: 0.372 +(epoch: 5, iters: 50736, time: 0.417, data: 0.017) G_GAN: 1.880 G_L1: 3.270 D_real: 0.467 D_fake: 0.257 +(epoch: 5, iters: 50836, time: 0.294, data: 0.021) G_GAN: 2.237 G_L1: 4.504 D_real: 0.630 D_fake: 0.706 +(epoch: 5, iters: 50936, time: 0.300, data: 0.016) G_GAN: 2.376 G_L1: 3.734 D_real: 0.290 D_fake: 0.233 +(epoch: 5, iters: 51036, time: 0.267, data: 0.017) G_GAN: 2.065 G_L1: 4.764 D_real: 0.223 D_fake: 0.309 +(epoch: 5, iters: 51136, time: 0.404, data: 0.015) G_GAN: 3.398 G_L1: 4.270 D_real: 0.045 D_fake: 0.694 +(epoch: 5, iters: 51236, time: 0.302, data: 0.021) G_GAN: 2.286 G_L1: 3.093 D_real: 0.132 D_fake: 0.286 +(epoch: 5, iters: 51336, time: 0.304, data: 0.019) G_GAN: 2.056 G_L1: 2.914 D_real: 0.395 D_fake: 0.221 +(epoch: 5, iters: 51436, time: 0.298, data: 0.019) G_GAN: 1.520 G_L1: 5.413 D_real: 0.819 D_fake: 0.183 +(epoch: 5, iters: 51536, time: 0.395, data: 0.017) G_GAN: 2.366 G_L1: 4.079 D_real: 0.522 D_fake: 0.805 +(epoch: 5, iters: 51636, time: 0.304, data: 0.015) G_GAN: 2.917 G_L1: 3.969 D_real: 0.119 D_fake: 0.254 +(epoch: 5, iters: 51736, time: 0.304, data: 0.018) G_GAN: 2.162 G_L1: 3.529 D_real: 0.755 D_fake: 0.142 +(epoch: 5, iters: 51836, time: 0.291, data: 0.024) G_GAN: 1.793 G_L1: 2.939 D_real: 0.655 D_fake: 0.104 +(epoch: 5, iters: 51936, time: 0.529, data: 0.018) G_GAN: 1.989 G_L1: 2.896 D_real: 0.574 D_fake: 0.120 +(epoch: 5, iters: 52036, time: 0.291, data: 0.022) G_GAN: 2.106 G_L1: 4.675 D_real: 0.285 D_fake: 0.443 +(epoch: 5, iters: 52136, time: 0.301, data: 0.015) G_GAN: 1.940 G_L1: 4.522 D_real: 0.432 D_fake: 0.503 +(epoch: 5, iters: 52236, time: 0.293, data: 0.017) G_GAN: 2.742 G_L1: 4.912 D_real: 0.370 D_fake: 0.509 +(epoch: 5, iters: 52336, time: 0.415, data: 0.016) G_GAN: 1.771 G_L1: 3.997 D_real: 0.326 D_fake: 0.926 +(epoch: 5, iters: 52436, time: 0.295, data: 0.035) G_GAN: 1.840 G_L1: 3.585 D_real: 0.635 D_fake: 0.172 +(epoch: 5, iters: 52536, time: 0.300, data: 0.022) G_GAN: 2.278 G_L1: 4.001 D_real: 0.294 D_fake: 0.227 +(epoch: 5, iters: 52636, time: 0.300, data: 0.017) G_GAN: 1.711 G_L1: 2.973 D_real: 0.766 D_fake: 0.099 +(epoch: 5, iters: 52736, time: 0.394, data: 0.017) G_GAN: 2.071 G_L1: 4.504 D_real: 0.419 D_fake: 0.291 +(epoch: 5, iters: 52836, time: 0.296, data: 0.017) G_GAN: 1.532 G_L1: 3.072 D_real: 0.559 D_fake: 0.317 +(epoch: 5, iters: 52936, time: 0.288, data: 0.014) G_GAN: 2.671 G_L1: 4.411 D_real: 0.161 D_fake: 0.476 +(epoch: 5, iters: 53036, time: 0.303, data: 0.016) G_GAN: 2.394 G_L1: 5.577 D_real: 0.464 D_fake: 0.112 +(epoch: 5, iters: 53136, time: 0.427, data: 0.018) G_GAN: 2.452 G_L1: 4.878 D_real: 0.356 D_fake: 0.339 +(epoch: 5, iters: 53236, time: 0.302, data: 0.019) G_GAN: 0.992 G_L1: 4.129 D_real: 1.275 D_fake: 0.202 +(epoch: 5, iters: 53336, time: 0.292, data: 0.018) G_GAN: 2.747 G_L1: 4.394 D_real: 0.158 D_fake: 0.134 +(epoch: 5, iters: 53436, time: 0.300, data: 0.014) G_GAN: 1.541 G_L1: 2.041 D_real: 0.301 D_fake: 0.456 +(epoch: 5, iters: 53536, time: 0.416, data: 0.016) G_GAN: 2.124 G_L1: 3.811 D_real: 0.992 D_fake: 0.082 +(epoch: 5, iters: 53636, time: 0.311, data: 0.018) G_GAN: 3.016 G_L1: 4.493 D_real: 0.358 D_fake: 0.133 +(epoch: 5, iters: 53736, time: 0.296, data: 0.018) G_GAN: 2.592 G_L1: 2.586 D_real: 0.291 D_fake: 0.177 +(epoch: 5, iters: 53836, time: 0.294, data: 0.017) G_GAN: 1.916 G_L1: 3.536 D_real: 0.969 D_fake: 0.205 +(epoch: 5, iters: 53936, time: 0.535, data: 0.018) G_GAN: 2.638 G_L1: 4.239 D_real: 0.498 D_fake: 0.603 +(epoch: 5, iters: 54036, time: 0.303, data: 0.019) G_GAN: 3.575 G_L1: 3.392 D_real: 0.100 D_fake: 0.457 +(epoch: 5, iters: 54136, time: 0.304, data: 0.016) G_GAN: 2.424 G_L1: 3.898 D_real: 0.215 D_fake: 0.141 +(epoch: 5, iters: 54236, time: 0.284, data: 0.018) G_GAN: 2.863 G_L1: 3.971 D_real: 0.034 D_fake: 1.185 +(epoch: 5, iters: 54336, time: 0.415, data: 0.026) G_GAN: 2.322 G_L1: 3.603 D_real: 0.505 D_fake: 0.204 +(epoch: 5, iters: 54436, time: 0.291, data: 0.019) G_GAN: 2.074 G_L1: 3.272 D_real: 0.568 D_fake: 0.224 +(epoch: 5, iters: 54536, time: 0.309, data: 0.020) G_GAN: 2.815 G_L1: 4.434 D_real: 0.669 D_fake: 0.078 +(epoch: 5, iters: 54636, time: 0.284, data: 0.020) G_GAN: 2.122 G_L1: 6.646 D_real: 0.322 D_fake: 0.198 +(epoch: 5, iters: 54736, time: 0.404, data: 0.015) G_GAN: 2.472 G_L1: 3.565 D_real: 0.657 D_fake: 0.500 +(epoch: 5, iters: 54836, time: 0.299, data: 0.019) G_GAN: 1.428 G_L1: 3.852 D_real: 0.589 D_fake: 0.139 +(epoch: 5, iters: 54936, time: 0.305, data: 0.020) G_GAN: 1.536 G_L1: 4.312 D_real: 0.365 D_fake: 0.401 +(epoch: 5, iters: 55036, time: 0.306, data: 0.020) G_GAN: 2.536 G_L1: 3.888 D_real: 0.043 D_fake: 0.329 +(epoch: 5, iters: 55136, time: 0.409, data: 0.020) G_GAN: 1.895 G_L1: 8.331 D_real: 0.631 D_fake: 0.116 +(epoch: 5, iters: 55236, time: 0.298, data: 0.019) G_GAN: 1.829 G_L1: 3.046 D_real: 0.194 D_fake: 0.511 +(epoch: 5, iters: 55336, time: 0.304, data: 0.015) G_GAN: 1.859 G_L1: 3.270 D_real: 0.094 D_fake: 0.404 +(epoch: 5, iters: 55436, time: 0.296, data: 0.019) G_GAN: 1.747 G_L1: 2.714 D_real: 0.149 D_fake: 0.443 +(epoch: 5, iters: 55536, time: 0.392, data: 0.016) G_GAN: 2.595 G_L1: 2.307 D_real: 0.273 D_fake: 0.118 +(epoch: 5, iters: 55636, time: 0.290, data: 0.020) G_GAN: 2.885 G_L1: 3.284 D_real: 0.184 D_fake: 0.332 +(epoch: 5, iters: 55736, time: 0.312, data: 0.020) G_GAN: 1.169 G_L1: 4.355 D_real: 1.190 D_fake: 0.258 +(epoch: 5, iters: 55836, time: 0.308, data: 0.021) G_GAN: 1.401 G_L1: 2.422 D_real: 0.889 D_fake: 0.270 +(epoch: 5, iters: 55936, time: 0.506, data: 0.017) G_GAN: 2.278 G_L1: 3.468 D_real: 0.415 D_fake: 0.313 +(epoch: 5, iters: 56036, time: 0.302, data: 0.021) G_GAN: 1.084 G_L1: 3.712 D_real: 1.465 D_fake: 0.477 +(epoch: 5, iters: 56136, time: 0.306, data: 0.017) G_GAN: 2.490 G_L1: 2.945 D_real: 0.473 D_fake: 0.183 +(epoch: 5, iters: 56236, time: 0.290, data: 0.016) G_GAN: 0.903 G_L1: 3.160 D_real: 2.278 D_fake: 0.110 +(epoch: 5, iters: 56336, time: 0.409, data: 0.017) G_GAN: 1.599 G_L1: 2.958 D_real: 0.247 D_fake: 0.311 +(epoch: 5, iters: 56436, time: 0.298, data: 0.021) G_GAN: 2.447 G_L1: 4.306 D_real: 0.271 D_fake: 0.455 +(epoch: 5, iters: 56536, time: 0.298, data: 0.026) G_GAN: 0.916 G_L1: 4.222 D_real: 0.761 D_fake: 0.316 +(epoch: 5, iters: 56636, time: 0.299, data: 0.020) G_GAN: 1.690 G_L1: 3.954 D_real: 0.704 D_fake: 0.288 +(epoch: 5, iters: 56736, time: 0.410, data: 0.016) G_GAN: 2.080 G_L1: 4.030 D_real: 0.159 D_fake: 0.245 +(epoch: 5, iters: 56836, time: 0.297, data: 0.019) G_GAN: 3.000 G_L1: 4.449 D_real: 0.128 D_fake: 0.823 +(epoch: 5, iters: 56936, time: 0.290, data: 0.017) G_GAN: 2.222 G_L1: 3.421 D_real: 0.412 D_fake: 0.251 +(epoch: 5, iters: 57036, time: 0.286, data: 0.015) G_GAN: 1.640 G_L1: 3.950 D_real: 0.494 D_fake: 0.594 +(epoch: 5, iters: 57136, time: 0.398, data: 0.020) G_GAN: 2.015 G_L1: 3.741 D_real: 0.871 D_fake: 0.564 +(epoch: 5, iters: 57236, time: 0.297, data: 0.019) G_GAN: 1.558 G_L1: 2.717 D_real: 0.917 D_fake: 0.268 +(epoch: 5, iters: 57336, time: 0.302, data: 0.016) G_GAN: 1.738 G_L1: 2.928 D_real: 0.649 D_fake: 0.143 +(epoch: 5, iters: 57436, time: 0.298, data: 0.017) G_GAN: 2.683 G_L1: 3.869 D_real: 0.456 D_fake: 0.195 +(epoch: 5, iters: 57536, time: 0.421, data: 0.017) G_GAN: 2.832 G_L1: 5.124 D_real: 0.702 D_fake: 0.020 +(epoch: 5, iters: 57636, time: 0.307, data: 0.023) G_GAN: 1.845 G_L1: 3.325 D_real: 0.171 D_fake: 0.591 +(epoch: 5, iters: 57736, time: 0.296, data: 0.018) G_GAN: 2.623 G_L1: 4.237 D_real: 0.112 D_fake: 0.427 +(epoch: 5, iters: 57836, time: 0.305, data: 0.017) G_GAN: 2.251 G_L1: 5.534 D_real: 0.636 D_fake: 0.368 +(epoch: 5, iters: 57936, time: 0.504, data: 0.021) G_GAN: 2.135 G_L1: 4.256 D_real: 0.685 D_fake: 0.080 +(epoch: 5, iters: 58036, time: 0.303, data: 0.018) G_GAN: 1.654 G_L1: 3.968 D_real: 0.842 D_fake: 0.196 +(epoch: 5, iters: 58136, time: 0.303, data: 0.018) G_GAN: 2.578 G_L1: 5.191 D_real: 0.061 D_fake: 0.488 +(epoch: 5, iters: 58236, time: 0.298, data: 0.019) G_GAN: 2.420 G_L1: 3.603 D_real: 0.024 D_fake: 0.599 +(epoch: 5, iters: 58336, time: 0.421, data: 0.016) G_GAN: 2.688 G_L1: 4.327 D_real: 0.404 D_fake: 0.135 +(epoch: 5, iters: 58436, time: 0.294, data: 0.019) G_GAN: 1.634 G_L1: 4.038 D_real: 0.424 D_fake: 0.253 +(epoch: 5, iters: 58536, time: 0.294, data: 0.018) G_GAN: 3.075 G_L1: 3.012 D_real: 0.087 D_fake: 0.847 +(epoch: 5, iters: 58636, time: 0.307, data: 0.017) G_GAN: 1.965 G_L1: 3.940 D_real: 0.156 D_fake: 0.364 +(epoch: 5, iters: 58736, time: 0.418, data: 0.017) G_GAN: 2.100 G_L1: 3.967 D_real: 0.664 D_fake: 0.121 +(epoch: 5, iters: 58836, time: 0.306, data: 0.020) G_GAN: 2.238 G_L1: 3.126 D_real: 0.467 D_fake: 0.245 +(epoch: 5, iters: 58936, time: 0.301, data: 0.016) G_GAN: 2.903 G_L1: 4.103 D_real: 0.039 D_fake: 0.907 +(epoch: 5, iters: 59036, time: 0.304, data: 0.018) G_GAN: 2.996 G_L1: 3.227 D_real: 0.169 D_fake: 0.293 +(epoch: 5, iters: 59136, time: 0.420, data: 0.016) G_GAN: 2.720 G_L1: 3.649 D_real: 0.258 D_fake: 0.171 +(epoch: 5, iters: 59236, time: 0.301, data: 0.018) G_GAN: 1.815 G_L1: 3.781 D_real: 0.520 D_fake: 0.223 +(epoch: 5, iters: 59336, time: 0.302, data: 0.016) G_GAN: 2.214 G_L1: 3.769 D_real: 0.397 D_fake: 0.208 +(epoch: 5, iters: 59436, time: 0.292, data: 0.016) G_GAN: 1.605 G_L1: 4.529 D_real: 0.134 D_fake: 0.462 +(epoch: 5, iters: 59536, time: 0.407, data: 0.017) G_GAN: 2.371 G_L1: 5.554 D_real: 0.375 D_fake: 0.345 +(epoch: 5, iters: 59636, time: 0.296, data: 0.019) G_GAN: 3.996 G_L1: 3.944 D_real: 0.259 D_fake: 0.575 +(epoch: 5, iters: 59736, time: 0.302, data: 0.015) G_GAN: 3.259 G_L1: 4.994 D_real: 0.199 D_fake: 0.282 +(epoch: 5, iters: 59836, time: 0.300, data: 0.021) G_GAN: 2.256 G_L1: 4.714 D_real: 0.322 D_fake: 1.014 +(epoch: 5, iters: 59936, time: 0.549, data: 0.020) G_GAN: 2.791 G_L1: 4.402 D_real: 0.435 D_fake: 0.334 +(epoch: 6, iters: 20, time: 0.296, data: 0.020) G_GAN: 2.096 G_L1: 3.075 D_real: 0.262 D_fake: 0.214 +(epoch: 6, iters: 120, time: 0.306, data: 0.015) G_GAN: 2.173 G_L1: 4.018 D_real: 0.304 D_fake: 0.184 +(epoch: 6, iters: 220, time: 0.301, data: 0.016) G_GAN: 1.889 G_L1: 5.002 D_real: 0.720 D_fake: 0.470 +(epoch: 6, iters: 320, time: 0.539, data: 0.016) G_GAN: 2.062 G_L1: 3.323 D_real: 0.511 D_fake: 0.337 +(epoch: 6, iters: 420, time: 0.305, data: 0.019) G_GAN: 1.447 G_L1: 3.278 D_real: 0.296 D_fake: 0.336 +(epoch: 6, iters: 520, time: 0.288, data: 0.017) G_GAN: 2.918 G_L1: 5.262 D_real: 0.871 D_fake: 0.297 +(epoch: 6, iters: 620, time: 0.300, data: 0.015) G_GAN: 2.389 G_L1: 5.153 D_real: 0.301 D_fake: 0.202 +(epoch: 6, iters: 720, time: 0.398, data: 0.017) G_GAN: 3.206 G_L1: 4.674 D_real: 0.610 D_fake: 0.568 +(epoch: 6, iters: 820, time: 0.297, data: 0.019) G_GAN: 1.692 G_L1: 4.008 D_real: 0.249 D_fake: 0.261 +(epoch: 6, iters: 920, time: 0.302, data: 0.017) G_GAN: 1.090 G_L1: 3.320 D_real: 1.089 D_fake: 0.141 +(epoch: 6, iters: 1020, time: 0.298, data: 0.018) G_GAN: 2.869 G_L1: 4.301 D_real: 0.135 D_fake: 0.419 +(epoch: 6, iters: 1120, time: 0.426, data: 0.016) G_GAN: 2.508 G_L1: 5.172 D_real: 0.079 D_fake: 0.347 +(epoch: 6, iters: 1220, time: 0.294, data: 0.019) G_GAN: 2.439 G_L1: 3.707 D_real: 0.144 D_fake: 0.328 +(epoch: 6, iters: 1320, time: 0.299, data: 0.017) G_GAN: 1.907 G_L1: 3.289 D_real: 0.673 D_fake: 0.203 +(epoch: 6, iters: 1420, time: 0.305, data: 0.018) G_GAN: 1.967 G_L1: 4.765 D_real: 0.203 D_fake: 0.326 +(epoch: 6, iters: 1520, time: 0.410, data: 0.018) G_GAN: 2.179 G_L1: 4.349 D_real: 0.814 D_fake: 0.147 +(epoch: 6, iters: 1620, time: 0.301, data: 0.018) G_GAN: 2.175 G_L1: 3.062 D_real: 0.048 D_fake: 0.574 +(epoch: 6, iters: 1720, time: 0.296, data: 0.017) G_GAN: 2.131 G_L1: 3.378 D_real: 0.027 D_fake: 0.281 +(epoch: 6, iters: 1820, time: 0.293, data: 0.017) G_GAN: 2.011 G_L1: 3.653 D_real: 0.151 D_fake: 0.424 +(epoch: 6, iters: 1920, time: 0.541, data: 0.017) G_GAN: 2.125 G_L1: 3.851 D_real: 0.084 D_fake: 0.615 +(epoch: 6, iters: 2020, time: 0.296, data: 0.020) G_GAN: 1.832 G_L1: 3.083 D_real: 0.249 D_fake: 0.746 +(epoch: 6, iters: 2120, time: 0.298, data: 0.017) G_GAN: 1.252 G_L1: 3.041 D_real: 0.543 D_fake: 0.449 +(epoch: 6, iters: 2220, time: 0.297, data: 0.017) G_GAN: 1.148 G_L1: 2.604 D_real: 0.725 D_fake: 0.360 +(epoch: 6, iters: 2320, time: 0.403, data: 0.016) G_GAN: 2.426 G_L1: 2.976 D_real: 0.169 D_fake: 0.170 +(epoch: 6, iters: 2420, time: 0.300, data: 0.017) G_GAN: 2.167 G_L1: 4.858 D_real: 1.038 D_fake: 0.190 +(epoch: 6, iters: 2520, time: 0.300, data: 0.017) G_GAN: 2.630 G_L1: 4.490 D_real: 0.230 D_fake: 0.430 +(epoch: 6, iters: 2620, time: 0.296, data: 0.018) G_GAN: 2.237 G_L1: 4.302 D_real: 0.587 D_fake: 0.219 +(epoch: 6, iters: 2720, time: 0.406, data: 0.018) G_GAN: 2.430 G_L1: 3.690 D_real: 0.226 D_fake: 0.344 +(epoch: 6, iters: 2820, time: 0.293, data: 0.020) G_GAN: 1.556 G_L1: 3.133 D_real: 0.377 D_fake: 0.323 +(epoch: 6, iters: 2920, time: 0.308, data: 0.016) G_GAN: 2.721 G_L1: 3.483 D_real: 0.255 D_fake: 0.303 +(epoch: 6, iters: 3020, time: 0.300, data: 0.017) G_GAN: 1.612 G_L1: 3.932 D_real: 0.506 D_fake: 0.340 +(epoch: 6, iters: 3120, time: 0.386, data: 0.016) G_GAN: 2.197 G_L1: 4.949 D_real: 0.435 D_fake: 0.274 +(epoch: 6, iters: 3220, time: 0.305, data: 0.020) G_GAN: 2.155 G_L1: 3.718 D_real: 0.241 D_fake: 0.367 +(epoch: 6, iters: 3320, time: 0.290, data: 0.017) G_GAN: 1.145 G_L1: 2.973 D_real: 0.628 D_fake: 0.460 +(epoch: 6, iters: 3420, time: 0.298, data: 0.018) G_GAN: 2.299 G_L1: 2.802 D_real: 0.209 D_fake: 0.326 +(epoch: 6, iters: 3520, time: 0.423, data: 0.018) G_GAN: 1.924 G_L1: 4.343 D_real: 0.729 D_fake: 0.215 +(epoch: 6, iters: 3620, time: 0.289, data: 0.019) G_GAN: 2.082 G_L1: 3.249 D_real: 0.269 D_fake: 0.559 +(epoch: 6, iters: 3720, time: 0.303, data: 0.016) G_GAN: 1.888 G_L1: 4.001 D_real: 0.235 D_fake: 0.496 +(epoch: 6, iters: 3820, time: 0.292, data: 0.017) G_GAN: 4.116 G_L1: 4.266 D_real: 0.025 D_fake: 1.754 +(epoch: 6, iters: 3920, time: 0.534, data: 0.016) G_GAN: 2.111 G_L1: 3.383 D_real: 0.505 D_fake: 0.323 +(epoch: 6, iters: 4020, time: 0.303, data: 0.018) G_GAN: 2.245 G_L1: 3.732 D_real: 0.077 D_fake: 0.562 +(epoch: 6, iters: 4120, time: 0.304, data: 0.020) G_GAN: 1.296 G_L1: 2.388 D_real: 0.735 D_fake: 0.200 +(epoch: 6, iters: 4220, time: 0.295, data: 0.017) G_GAN: 1.876 G_L1: 2.837 D_real: 0.168 D_fake: 0.398 +(epoch: 6, iters: 4320, time: 0.426, data: 0.017) G_GAN: 2.031 G_L1: 4.203 D_real: 0.161 D_fake: 0.871 +(epoch: 6, iters: 4420, time: 0.303, data: 0.019) G_GAN: 1.537 G_L1: 3.211 D_real: 0.751 D_fake: 0.371 +(epoch: 6, iters: 4520, time: 0.300, data: 0.017) G_GAN: 1.459 G_L1: 3.839 D_real: 0.599 D_fake: 0.599 +(epoch: 6, iters: 4620, time: 0.304, data: 0.018) G_GAN: 2.339 G_L1: 3.529 D_real: 0.093 D_fake: 0.494 +(epoch: 6, iters: 4720, time: 0.412, data: 0.021) G_GAN: 2.068 G_L1: 3.036 D_real: 0.262 D_fake: 0.318 +(epoch: 6, iters: 4820, time: 0.299, data: 0.020) G_GAN: 1.581 G_L1: 3.491 D_real: 0.450 D_fake: 0.237 +(epoch: 6, iters: 4920, time: 0.297, data: 0.018) G_GAN: 1.859 G_L1: 3.661 D_real: 0.411 D_fake: 0.152 +(epoch: 6, iters: 5020, time: 0.289, data: 0.019) G_GAN: 3.047 G_L1: 3.555 D_real: 0.167 D_fake: 0.086 +(epoch: 6, iters: 5120, time: 0.380, data: 0.017) G_GAN: 2.160 G_L1: 3.550 D_real: 0.199 D_fake: 0.222 +(epoch: 6, iters: 5220, time: 0.302, data: 0.018) G_GAN: 1.602 G_L1: 5.456 D_real: 0.696 D_fake: 0.550 +(epoch: 6, iters: 5320, time: 0.298, data: 0.015) G_GAN: 2.184 G_L1: 3.523 D_real: 0.226 D_fake: 0.191 +(epoch: 6, iters: 5420, time: 0.300, data: 0.015) G_GAN: 1.424 G_L1: 5.924 D_real: 0.422 D_fake: 0.445 +(epoch: 6, iters: 5520, time: 0.418, data: 0.017) G_GAN: 2.130 G_L1: 2.990 D_real: 0.152 D_fake: 0.321 +(epoch: 6, iters: 5620, time: 0.291, data: 0.019) G_GAN: 1.894 G_L1: 3.204 D_real: 0.606 D_fake: 0.241 +(epoch: 6, iters: 5720, time: 0.290, data: 0.015) G_GAN: 2.949 G_L1: 4.605 D_real: 0.178 D_fake: 0.677 +(epoch: 6, iters: 5820, time: 0.296, data: 0.017) G_GAN: 2.899 G_L1: 4.097 D_real: 0.116 D_fake: 0.287 +(epoch: 6, iters: 5920, time: 0.536, data: 0.015) G_GAN: 1.791 G_L1: 3.337 D_real: 0.759 D_fake: 0.422 +(epoch: 6, iters: 6020, time: 0.300, data: 0.018) G_GAN: 2.558 G_L1: 5.653 D_real: 0.069 D_fake: 0.837 +(epoch: 6, iters: 6120, time: 0.300, data: 0.016) G_GAN: 2.034 G_L1: 3.195 D_real: 0.044 D_fake: 0.736 +(epoch: 6, iters: 6220, time: 0.293, data: 0.016) G_GAN: 1.952 G_L1: 2.989 D_real: 0.809 D_fake: 0.312 +(epoch: 6, iters: 6320, time: 0.419, data: 0.015) G_GAN: 2.135 G_L1: 3.731 D_real: 0.170 D_fake: 0.309 +(epoch: 6, iters: 6420, time: 0.297, data: 0.017) G_GAN: 1.273 G_L1: 3.264 D_real: 0.434 D_fake: 0.508 +(epoch: 6, iters: 6520, time: 0.282, data: 0.016) G_GAN: 2.052 G_L1: 4.691 D_real: 0.342 D_fake: 0.908 +(epoch: 6, iters: 6620, time: 0.300, data: 0.015) G_GAN: 1.675 G_L1: 6.176 D_real: 2.143 D_fake: 0.088 +(epoch: 6, iters: 6720, time: 0.408, data: 0.016) G_GAN: 2.249 G_L1: 4.049 D_real: 0.304 D_fake: 0.409 +(epoch: 6, iters: 6820, time: 0.295, data: 0.017) G_GAN: 1.610 G_L1: 3.983 D_real: 0.939 D_fake: 0.144 +(epoch: 6, iters: 6920, time: 0.296, data: 0.015) G_GAN: 2.028 G_L1: 4.501 D_real: 0.579 D_fake: 0.298 +(epoch: 6, iters: 7020, time: 0.278, data: 0.015) G_GAN: 2.485 G_L1: 3.392 D_real: 0.238 D_fake: 0.202 +(epoch: 6, iters: 7120, time: 0.409, data: 0.016) G_GAN: 2.156 G_L1: 4.227 D_real: 0.245 D_fake: 0.348 +(epoch: 6, iters: 7220, time: 0.295, data: 0.017) G_GAN: 1.914 G_L1: 3.653 D_real: 0.515 D_fake: 0.168 +(epoch: 6, iters: 7320, time: 0.291, data: 0.016) G_GAN: 2.287 G_L1: 4.762 D_real: 0.280 D_fake: 0.406 +(epoch: 6, iters: 7420, time: 0.290, data: 0.016) G_GAN: 1.739 G_L1: 3.899 D_real: 0.516 D_fake: 0.461 +(epoch: 6, iters: 7520, time: 0.409, data: 0.015) G_GAN: 1.880 G_L1: 3.830 D_real: 0.177 D_fake: 0.292 +(epoch: 6, iters: 7620, time: 0.304, data: 0.022) G_GAN: 2.526 G_L1: 3.732 D_real: 0.250 D_fake: 0.430 +(epoch: 6, iters: 7720, time: 0.298, data: 0.015) G_GAN: 2.442 G_L1: 3.235 D_real: 0.457 D_fake: 0.551 +(epoch: 6, iters: 7820, time: 0.302, data: 0.018) G_GAN: 1.873 G_L1: 4.987 D_real: 0.585 D_fake: 0.445 +(epoch: 6, iters: 7920, time: 0.539, data: 0.018) G_GAN: 2.461 G_L1: 3.918 D_real: 0.528 D_fake: 0.568 +(epoch: 6, iters: 8020, time: 0.287, data: 0.017) G_GAN: 1.951 G_L1: 3.791 D_real: 0.295 D_fake: 0.449 +(epoch: 6, iters: 8120, time: 0.291, data: 0.019) G_GAN: 2.568 G_L1: 4.742 D_real: 0.354 D_fake: 1.095 +(epoch: 6, iters: 8220, time: 0.295, data: 0.021) G_GAN: 2.312 G_L1: 2.774 D_real: 0.222 D_fake: 0.763 +(epoch: 6, iters: 8320, time: 0.403, data: 0.022) G_GAN: 1.751 G_L1: 3.299 D_real: 0.395 D_fake: 0.180 +(epoch: 6, iters: 8420, time: 0.303, data: 0.019) G_GAN: 1.747 G_L1: 3.958 D_real: 0.798 D_fake: 0.243 +(epoch: 6, iters: 8520, time: 0.287, data: 0.017) G_GAN: 1.322 G_L1: 2.596 D_real: 0.810 D_fake: 0.333 +(epoch: 6, iters: 8620, time: 0.296, data: 0.021) G_GAN: 1.883 G_L1: 4.203 D_real: 0.681 D_fake: 0.337 +(epoch: 6, iters: 8720, time: 0.396, data: 0.019) G_GAN: 2.026 G_L1: 2.795 D_real: 0.115 D_fake: 0.434 +(epoch: 6, iters: 8820, time: 0.293, data: 0.016) G_GAN: 2.377 G_L1: 5.048 D_real: 0.520 D_fake: 0.552 +(epoch: 6, iters: 8920, time: 0.299, data: 0.016) G_GAN: 1.295 G_L1: 2.574 D_real: 1.008 D_fake: 0.228 +(epoch: 6, iters: 9020, time: 0.296, data: 0.015) G_GAN: 2.245 G_L1: 3.652 D_real: 0.273 D_fake: 0.396 +(epoch: 6, iters: 9120, time: 0.425, data: 0.021) G_GAN: 3.012 G_L1: 6.362 D_real: 0.280 D_fake: 0.254 +(epoch: 6, iters: 9220, time: 0.299, data: 0.024) G_GAN: 2.154 G_L1: 3.877 D_real: 0.320 D_fake: 0.197 +(epoch: 6, iters: 9320, time: 0.303, data: 0.017) G_GAN: 2.685 G_L1: 4.401 D_real: 0.344 D_fake: 0.565 +(epoch: 6, iters: 9420, time: 0.302, data: 0.017) G_GAN: 1.306 G_L1: 4.480 D_real: 0.746 D_fake: 0.549 +(epoch: 6, iters: 9520, time: 0.420, data: 0.017) G_GAN: 2.557 G_L1: 4.237 D_real: 0.120 D_fake: 0.257 +(epoch: 6, iters: 9620, time: 0.291, data: 0.018) G_GAN: 1.858 G_L1: 4.240 D_real: 0.295 D_fake: 0.374 +(epoch: 6, iters: 9720, time: 0.301, data: 0.017) G_GAN: 1.920 G_L1: 3.684 D_real: 0.804 D_fake: 0.543 +(epoch: 6, iters: 9820, time: 0.296, data: 0.016) G_GAN: 2.649 G_L1: 2.746 D_real: 0.213 D_fake: 0.236 +(epoch: 6, iters: 9920, time: 0.549, data: 0.017) G_GAN: 2.104 G_L1: 4.282 D_real: 0.449 D_fake: 0.420 +(epoch: 6, iters: 10020, time: 0.303, data: 0.019) G_GAN: 1.569 G_L1: 3.132 D_real: 0.219 D_fake: 0.887 +(epoch: 6, iters: 10120, time: 0.306, data: 0.016) G_GAN: 2.704 G_L1: 3.465 D_real: 0.211 D_fake: 0.153 +(epoch: 6, iters: 10220, time: 0.297, data: 0.016) G_GAN: 1.502 G_L1: 2.718 D_real: 0.278 D_fake: 0.361 +(epoch: 6, iters: 10320, time: 0.416, data: 0.018) G_GAN: 1.674 G_L1: 4.175 D_real: 1.068 D_fake: 0.336 +(epoch: 6, iters: 10420, time: 0.303, data: 0.018) G_GAN: 2.355 G_L1: 4.809 D_real: 0.103 D_fake: 0.189 +(epoch: 6, iters: 10520, time: 0.293, data: 0.021) G_GAN: 1.906 G_L1: 2.788 D_real: 0.283 D_fake: 0.239 +(epoch: 6, iters: 10620, time: 0.303, data: 0.017) G_GAN: 1.747 G_L1: 4.317 D_real: 0.976 D_fake: 0.176 +(epoch: 6, iters: 10720, time: 0.414, data: 0.017) G_GAN: 2.786 G_L1: 3.495 D_real: 0.201 D_fake: 0.156 +(epoch: 6, iters: 10820, time: 0.302, data: 0.019) G_GAN: 2.612 G_L1: 5.347 D_real: 0.179 D_fake: 0.868 +(epoch: 6, iters: 10920, time: 0.301, data: 0.015) G_GAN: 2.329 G_L1: 4.865 D_real: 0.208 D_fake: 0.813 +(epoch: 6, iters: 11020, time: 0.293, data: 0.020) G_GAN: 3.116 G_L1: 4.567 D_real: 0.359 D_fake: 0.822 +(epoch: 6, iters: 11120, time: 0.411, data: 0.016) G_GAN: 2.014 G_L1: 3.135 D_real: 0.803 D_fake: 0.184 +(epoch: 6, iters: 11220, time: 0.307, data: 0.021) G_GAN: 2.262 G_L1: 3.718 D_real: 0.040 D_fake: 0.442 +(epoch: 6, iters: 11320, time: 0.305, data: 0.017) G_GAN: 2.486 G_L1: 3.272 D_real: 0.360 D_fake: 0.200 +(epoch: 6, iters: 11420, time: 0.301, data: 0.017) G_GAN: 1.927 G_L1: 3.131 D_real: 0.182 D_fake: 0.815 +(epoch: 6, iters: 11520, time: 0.406, data: 0.020) G_GAN: 1.975 G_L1: 4.742 D_real: 0.127 D_fake: 0.412 +(epoch: 6, iters: 11620, time: 0.303, data: 0.018) G_GAN: 1.022 G_L1: 3.175 D_real: 0.463 D_fake: 0.742 +(epoch: 6, iters: 11720, time: 0.299, data: 0.023) G_GAN: 3.087 G_L1: 2.851 D_real: 0.714 D_fake: 0.084 +(epoch: 6, iters: 11820, time: 0.303, data: 0.017) G_GAN: 1.265 G_L1: 5.028 D_real: 1.393 D_fake: 0.328 +(epoch: 6, iters: 11920, time: 0.527, data: 0.017) G_GAN: 2.011 G_L1: 3.584 D_real: 0.172 D_fake: 0.559 +(epoch: 6, iters: 12020, time: 0.300, data: 0.018) G_GAN: 2.260 G_L1: 3.933 D_real: 0.107 D_fake: 0.521 +(epoch: 6, iters: 12120, time: 0.300, data: 0.019) G_GAN: 3.029 G_L1: 6.229 D_real: 0.046 D_fake: 0.683 +(epoch: 6, iters: 12220, time: 0.303, data: 0.016) G_GAN: 2.143 G_L1: 4.303 D_real: 0.258 D_fake: 0.440 +(epoch: 6, iters: 12320, time: 0.394, data: 0.017) G_GAN: 2.924 G_L1: 6.364 D_real: 0.466 D_fake: 0.282 +(epoch: 6, iters: 12420, time: 0.302, data: 0.020) G_GAN: 2.644 G_L1: 6.929 D_real: 0.075 D_fake: 0.989 +(epoch: 6, iters: 12520, time: 0.300, data: 0.017) G_GAN: 3.560 G_L1: 5.987 D_real: 0.064 D_fake: 1.078 +(epoch: 6, iters: 12620, time: 0.279, data: 0.018) G_GAN: 3.752 G_L1: 4.318 D_real: 0.218 D_fake: 0.059 +(epoch: 6, iters: 12720, time: 0.389, data: 0.017) G_GAN: 2.724 G_L1: 5.269 D_real: 0.376 D_fake: 0.285 +(epoch: 6, iters: 12820, time: 0.305, data: 0.021) G_GAN: 2.299 G_L1: 3.375 D_real: 0.487 D_fake: 0.116 +(epoch: 6, iters: 12920, time: 0.301, data: 0.017) G_GAN: 1.898 G_L1: 2.820 D_real: 0.455 D_fake: 0.199 +(epoch: 6, iters: 13020, time: 0.303, data: 0.018) G_GAN: 2.085 G_L1: 5.980 D_real: 0.549 D_fake: 0.127 +(epoch: 6, iters: 13120, time: 0.414, data: 0.017) G_GAN: 2.431 G_L1: 5.411 D_real: 0.007 D_fake: 0.558 +(epoch: 6, iters: 13220, time: 0.303, data: 0.019) G_GAN: 2.842 G_L1: 4.282 D_real: 0.458 D_fake: 0.173 +(epoch: 6, iters: 13320, time: 0.304, data: 0.017) G_GAN: 2.363 G_L1: 3.792 D_real: 0.607 D_fake: 0.256 +(epoch: 6, iters: 13420, time: 0.296, data: 0.016) G_GAN: 1.683 G_L1: 3.076 D_real: 0.690 D_fake: 0.609 +(epoch: 6, iters: 13520, time: 0.410, data: 0.017) G_GAN: 2.429 G_L1: 3.670 D_real: 0.113 D_fake: 0.570 +(epoch: 6, iters: 13620, time: 0.297, data: 0.019) G_GAN: 1.633 G_L1: 2.896 D_real: 0.553 D_fake: 0.445 +(epoch: 6, iters: 13720, time: 0.304, data: 0.018) G_GAN: 3.161 G_L1: 4.103 D_real: 0.228 D_fake: 0.419 +(epoch: 6, iters: 13820, time: 0.298, data: 0.017) G_GAN: 2.616 G_L1: 4.371 D_real: 0.363 D_fake: 0.302 +(epoch: 6, iters: 13920, time: 0.522, data: 0.019) G_GAN: 2.208 G_L1: 3.193 D_real: 0.090 D_fake: 0.447 +(epoch: 6, iters: 14020, time: 0.305, data: 0.021) G_GAN: 1.931 G_L1: 3.155 D_real: 0.759 D_fake: 0.127 +(epoch: 6, iters: 14120, time: 0.290, data: 0.017) G_GAN: 1.841 G_L1: 4.085 D_real: 0.555 D_fake: 0.455 +(epoch: 6, iters: 14220, time: 0.295, data: 0.018) G_GAN: 1.876 G_L1: 3.381 D_real: 0.724 D_fake: 0.329 +(epoch: 6, iters: 14320, time: 0.421, data: 0.016) G_GAN: 1.986 G_L1: 4.696 D_real: 0.609 D_fake: 0.128 +(epoch: 6, iters: 14420, time: 0.296, data: 0.025) G_GAN: 2.649 G_L1: 4.723 D_real: 0.225 D_fake: 0.478 +(epoch: 6, iters: 14520, time: 0.296, data: 0.020) G_GAN: 2.300 G_L1: 3.153 D_real: 0.171 D_fake: 0.312 +(epoch: 6, iters: 14620, time: 0.307, data: 0.018) G_GAN: 1.262 G_L1: 2.994 D_real: 1.046 D_fake: 0.174 +(epoch: 6, iters: 14720, time: 0.423, data: 0.016) G_GAN: 1.981 G_L1: 4.168 D_real: 0.438 D_fake: 0.680 +(epoch: 6, iters: 14820, time: 0.303, data: 0.020) G_GAN: 2.716 G_L1: 4.062 D_real: 0.361 D_fake: 0.125 +(epoch: 6, iters: 14920, time: 0.304, data: 0.016) G_GAN: 2.583 G_L1: 3.892 D_real: 0.327 D_fake: 0.363 +(epoch: 6, iters: 15020, time: 0.295, data: 0.020) G_GAN: 1.861 G_L1: 2.868 D_real: 1.098 D_fake: 0.153 +(epoch: 6, iters: 15120, time: 0.402, data: 0.015) G_GAN: 0.989 G_L1: 2.214 D_real: 1.231 D_fake: 0.232 +(epoch: 6, iters: 15220, time: 0.304, data: 0.018) G_GAN: 2.869 G_L1: 5.578 D_real: 0.345 D_fake: 0.242 +(epoch: 6, iters: 15320, time: 0.298, data: 0.018) G_GAN: 1.966 G_L1: 4.168 D_real: 0.433 D_fake: 0.144 +(epoch: 6, iters: 15420, time: 0.306, data: 0.020) G_GAN: 2.246 G_L1: 4.087 D_real: 0.545 D_fake: 0.396 +(epoch: 6, iters: 15520, time: 0.383, data: 0.017) G_GAN: 2.562 G_L1: 2.520 D_real: 0.218 D_fake: 0.463 +(epoch: 6, iters: 15620, time: 0.302, data: 0.019) G_GAN: 2.512 G_L1: 3.780 D_real: 0.391 D_fake: 0.259 +(epoch: 6, iters: 15720, time: 0.305, data: 0.022) G_GAN: 2.138 G_L1: 3.686 D_real: 0.281 D_fake: 0.311 +(epoch: 6, iters: 15820, time: 0.296, data: 0.017) G_GAN: 1.965 G_L1: 4.083 D_real: 1.141 D_fake: 0.185 +(epoch: 6, iters: 15920, time: 0.537, data: 0.015) G_GAN: 2.630 G_L1: 3.506 D_real: 0.721 D_fake: 0.240 +(epoch: 6, iters: 16020, time: 0.296, data: 0.017) G_GAN: 1.875 G_L1: 3.469 D_real: 0.252 D_fake: 0.448 +(epoch: 6, iters: 16120, time: 0.303, data: 0.018) G_GAN: 1.919 G_L1: 3.508 D_real: 1.369 D_fake: 0.097 +(epoch: 6, iters: 16220, time: 0.304, data: 0.018) G_GAN: 1.595 G_L1: 3.347 D_real: 0.997 D_fake: 0.375 +(epoch: 6, iters: 16320, time: 0.420, data: 0.016) G_GAN: 2.173 G_L1: 3.769 D_real: 0.349 D_fake: 0.299 +(epoch: 6, iters: 16420, time: 0.305, data: 0.020) G_GAN: 1.723 G_L1: 3.448 D_real: 0.270 D_fake: 0.261 +(epoch: 6, iters: 16520, time: 0.298, data: 0.017) G_GAN: 3.264 G_L1: 4.973 D_real: 0.044 D_fake: 0.169 +(epoch: 6, iters: 16620, time: 0.301, data: 0.020) G_GAN: 1.706 G_L1: 3.182 D_real: 0.568 D_fake: 0.078 +(epoch: 6, iters: 16720, time: 0.384, data: 0.019) G_GAN: 1.742 G_L1: 2.536 D_real: 1.010 D_fake: 0.217 +(epoch: 6, iters: 16820, time: 0.290, data: 0.018) G_GAN: 2.610 G_L1: 4.679 D_real: 0.197 D_fake: 0.496 +(epoch: 6, iters: 16920, time: 0.299, data: 0.015) G_GAN: 2.495 G_L1: 4.285 D_real: 0.156 D_fake: 0.594 +(epoch: 6, iters: 17020, time: 0.301, data: 0.016) G_GAN: 1.819 G_L1: 3.903 D_real: 0.607 D_fake: 0.364 +(epoch: 6, iters: 17120, time: 0.422, data: 0.016) G_GAN: 1.541 G_L1: 3.451 D_real: 0.471 D_fake: 0.513 +(epoch: 6, iters: 17220, time: 0.300, data: 0.019) G_GAN: 1.735 G_L1: 3.899 D_real: 0.807 D_fake: 0.182 +(epoch: 6, iters: 17320, time: 0.302, data: 0.015) G_GAN: 3.264 G_L1: 4.433 D_real: 0.132 D_fake: 1.213 +(epoch: 6, iters: 17420, time: 0.304, data: 0.019) G_GAN: 1.808 G_L1: 3.335 D_real: 0.185 D_fake: 0.271 +(epoch: 6, iters: 17520, time: 0.411, data: 0.016) G_GAN: 1.556 G_L1: 3.043 D_real: 0.746 D_fake: 0.098 +(epoch: 6, iters: 17620, time: 0.302, data: 0.017) G_GAN: 1.979 G_L1: 3.760 D_real: 0.114 D_fake: 0.550 +(epoch: 6, iters: 17720, time: 0.294, data: 0.018) G_GAN: 1.749 G_L1: 3.477 D_real: 0.590 D_fake: 0.237 +(epoch: 6, iters: 17820, time: 0.299, data: 0.015) G_GAN: 1.874 G_L1: 3.162 D_real: 0.544 D_fake: 0.201 +(epoch: 6, iters: 17920, time: 0.536, data: 0.017) G_GAN: 2.770 G_L1: 3.682 D_real: 0.380 D_fake: 0.165 +(epoch: 6, iters: 18020, time: 0.305, data: 0.018) G_GAN: 2.947 G_L1: 3.053 D_real: 0.058 D_fake: 1.026 +(epoch: 6, iters: 18120, time: 0.298, data: 0.018) G_GAN: 2.581 G_L1: 3.924 D_real: 0.186 D_fake: 0.221 +(epoch: 6, iters: 18220, time: 0.305, data: 0.017) G_GAN: 1.660 G_L1: 3.526 D_real: 0.428 D_fake: 0.323 +(epoch: 6, iters: 18320, time: 0.391, data: 0.018) G_GAN: 2.959 G_L1: 4.138 D_real: 0.201 D_fake: 0.536 +(epoch: 6, iters: 18420, time: 0.303, data: 0.018) G_GAN: 2.441 G_L1: 2.965 D_real: 0.566 D_fake: 0.100 +(epoch: 6, iters: 18520, time: 0.295, data: 0.020) G_GAN: 2.876 G_L1: 3.555 D_real: 0.142 D_fake: 0.113 +(epoch: 6, iters: 18620, time: 0.289, data: 0.016) G_GAN: 4.007 G_L1: 4.448 D_real: 0.046 D_fake: 1.307 +(epoch: 6, iters: 18720, time: 0.415, data: 0.015) G_GAN: 1.327 G_L1: 2.479 D_real: 0.441 D_fake: 0.318 +(epoch: 6, iters: 18820, time: 0.301, data: 0.021) G_GAN: 1.763 G_L1: 3.244 D_real: 0.435 D_fake: 0.210 +(epoch: 6, iters: 18920, time: 0.304, data: 0.015) G_GAN: 2.533 G_L1: 3.239 D_real: 0.081 D_fake: 0.343 +(epoch: 6, iters: 19020, time: 0.302, data: 0.017) G_GAN: 2.543 G_L1: 3.424 D_real: 0.275 D_fake: 0.208 +(epoch: 6, iters: 19120, time: 0.411, data: 0.017) G_GAN: 2.020 G_L1: 4.617 D_real: 0.671 D_fake: 0.171 +(epoch: 6, iters: 19220, time: 0.302, data: 0.019) G_GAN: 2.166 G_L1: 4.811 D_real: 0.519 D_fake: 0.354 +(epoch: 6, iters: 19320, time: 0.307, data: 0.018) G_GAN: 3.465 G_L1: 6.679 D_real: 0.322 D_fake: 0.398 +(epoch: 6, iters: 19420, time: 0.279, data: 0.018) G_GAN: 1.681 G_L1: 1.865 D_real: 1.230 D_fake: 0.120 +(epoch: 6, iters: 19520, time: 0.416, data: 0.014) G_GAN: 2.861 G_L1: 5.734 D_real: 0.299 D_fake: 0.198 +(epoch: 6, iters: 19620, time: 0.307, data: 0.020) G_GAN: 2.760 G_L1: 2.881 D_real: 0.628 D_fake: 0.190 +(epoch: 6, iters: 19720, time: 0.294, data: 0.017) G_GAN: 1.397 G_L1: 2.608 D_real: 0.276 D_fake: 0.869 +(epoch: 6, iters: 19820, time: 0.305, data: 0.022) G_GAN: 2.670 G_L1: 4.451 D_real: 0.465 D_fake: 0.216 +(epoch: 6, iters: 19920, time: 0.491, data: 0.018) G_GAN: 2.131 G_L1: 3.344 D_real: 0.252 D_fake: 1.056 +(epoch: 6, iters: 20020, time: 0.299, data: 0.019) G_GAN: 1.555 G_L1: 2.418 D_real: 0.191 D_fake: 0.516 +(epoch: 6, iters: 20120, time: 0.287, data: 0.018) G_GAN: 2.942 G_L1: 4.798 D_real: 0.500 D_fake: 0.058 +(epoch: 6, iters: 20220, time: 0.301, data: 0.014) G_GAN: 2.218 G_L1: 5.824 D_real: 0.178 D_fake: 0.299 +(epoch: 6, iters: 20320, time: 0.407, data: 0.017) G_GAN: 2.249 G_L1: 3.709 D_real: 0.388 D_fake: 0.264 +(epoch: 6, iters: 20420, time: 0.304, data: 0.027) G_GAN: 2.020 G_L1: 2.838 D_real: 0.265 D_fake: 0.354 +(epoch: 6, iters: 20520, time: 0.304, data: 0.018) G_GAN: 4.206 G_L1: 4.139 D_real: 0.561 D_fake: 0.019 +(epoch: 6, iters: 20620, time: 0.305, data: 0.017) G_GAN: 2.644 G_L1: 3.933 D_real: 0.284 D_fake: 0.200 +(epoch: 6, iters: 20720, time: 0.413, data: 0.018) G_GAN: 1.730 G_L1: 3.112 D_real: 0.800 D_fake: 0.172 +(epoch: 6, iters: 20820, time: 0.302, data: 0.019) G_GAN: 2.026 G_L1: 3.735 D_real: 0.287 D_fake: 0.389 +(epoch: 6, iters: 20920, time: 0.302, data: 0.018) G_GAN: 3.569 G_L1: 5.802 D_real: 0.085 D_fake: 0.244 +(epoch: 6, iters: 21020, time: 0.307, data: 0.017) G_GAN: 2.984 G_L1: 5.820 D_real: 0.037 D_fake: 0.411 +(epoch: 6, iters: 21120, time: 0.414, data: 0.016) G_GAN: 3.176 G_L1: 4.622 D_real: 0.045 D_fake: 0.209 +(epoch: 6, iters: 21220, time: 0.306, data: 0.020) G_GAN: 2.665 G_L1: 3.987 D_real: 0.563 D_fake: 0.483 +(epoch: 6, iters: 21320, time: 0.305, data: 0.022) G_GAN: 2.275 G_L1: 2.979 D_real: 0.289 D_fake: 0.230 +(epoch: 6, iters: 21420, time: 0.299, data: 0.018) G_GAN: 2.801 G_L1: 4.397 D_real: 0.433 D_fake: 0.199 +(epoch: 6, iters: 21520, time: 0.393, data: 0.017) G_GAN: 2.520 G_L1: 3.600 D_real: 0.039 D_fake: 0.431 +(epoch: 6, iters: 21620, time: 0.305, data: 0.018) G_GAN: 3.461 G_L1: 7.091 D_real: 0.041 D_fake: 0.220 +(epoch: 6, iters: 21720, time: 0.301, data: 0.017) G_GAN: 1.555 G_L1: 2.513 D_real: 0.605 D_fake: 0.268 +(epoch: 6, iters: 21820, time: 0.304, data: 0.017) G_GAN: 0.777 G_L1: 3.774 D_real: 1.194 D_fake: 0.224 +(epoch: 6, iters: 21920, time: 0.550, data: 0.018) G_GAN: 2.748 G_L1: 5.625 D_real: 1.875 D_fake: 0.049 +(epoch: 6, iters: 22020, time: 0.285, data: 0.021) G_GAN: 2.154 G_L1: 3.677 D_real: 0.764 D_fake: 0.263 +(epoch: 6, iters: 22120, time: 0.293, data: 0.020) G_GAN: 2.973 G_L1: 4.445 D_real: 0.269 D_fake: 0.257 +(epoch: 6, iters: 22220, time: 0.303, data: 0.015) G_GAN: 2.760 G_L1: 5.693 D_real: 0.379 D_fake: 0.226 +(epoch: 6, iters: 22320, time: 0.417, data: 0.016) G_GAN: 3.490 G_L1: 3.742 D_real: 0.036 D_fake: 0.290 +(epoch: 6, iters: 22420, time: 0.301, data: 0.020) G_GAN: 2.255 G_L1: 5.005 D_real: 0.690 D_fake: 0.111 +(epoch: 6, iters: 22520, time: 0.306, data: 0.017) G_GAN: 1.559 G_L1: 3.142 D_real: 1.246 D_fake: 0.239 +(epoch: 6, iters: 22620, time: 0.299, data: 0.017) G_GAN: 1.685 G_L1: 2.930 D_real: 0.498 D_fake: 0.246 +(epoch: 6, iters: 22720, time: 0.407, data: 0.016) G_GAN: 1.775 G_L1: 3.520 D_real: 0.180 D_fake: 0.306 +(epoch: 6, iters: 22820, time: 0.300, data: 0.020) G_GAN: 3.068 G_L1: 3.669 D_real: 0.043 D_fake: 0.217 +(epoch: 6, iters: 22920, time: 0.305, data: 0.016) G_GAN: 1.722 G_L1: 3.666 D_real: 0.265 D_fake: 0.429 +(epoch: 6, iters: 23020, time: 0.306, data: 0.017) G_GAN: 3.376 G_L1: 4.179 D_real: 0.026 D_fake: 0.249 +(epoch: 6, iters: 23120, time: 0.409, data: 0.017) G_GAN: 2.061 G_L1: 4.334 D_real: 0.263 D_fake: 0.206 +(epoch: 6, iters: 23220, time: 0.291, data: 0.017) G_GAN: 2.612 G_L1: 4.018 D_real: 0.081 D_fake: 0.352 +(epoch: 6, iters: 23320, time: 0.299, data: 0.017) G_GAN: 2.573 G_L1: 5.753 D_real: 1.142 D_fake: 0.182 +(epoch: 6, iters: 23420, time: 0.298, data: 0.016) G_GAN: 2.533 G_L1: 4.455 D_real: 0.167 D_fake: 0.222 +(epoch: 6, iters: 23520, time: 0.412, data: 0.016) G_GAN: 1.767 G_L1: 4.304 D_real: 0.424 D_fake: 0.136 +(epoch: 6, iters: 23620, time: 0.296, data: 0.018) G_GAN: 2.144 G_L1: 2.806 D_real: 0.341 D_fake: 0.193 +(epoch: 6, iters: 23720, time: 0.295, data: 0.019) G_GAN: 1.485 G_L1: 3.177 D_real: 0.456 D_fake: 0.553 +(epoch: 6, iters: 23820, time: 0.305, data: 0.016) G_GAN: 3.635 G_L1: 3.687 D_real: 0.056 D_fake: 0.189 +(epoch: 6, iters: 23920, time: 0.541, data: 0.016) G_GAN: 2.341 G_L1: 3.554 D_real: 0.461 D_fake: 0.100 +(epoch: 6, iters: 24020, time: 0.299, data: 0.018) G_GAN: 1.495 G_L1: 2.869 D_real: 0.777 D_fake: 0.240 +(epoch: 6, iters: 24120, time: 0.299, data: 0.016) G_GAN: 2.478 G_L1: 4.663 D_real: 0.378 D_fake: 0.418 +(epoch: 6, iters: 24220, time: 0.296, data: 0.017) G_GAN: 2.750 G_L1: 4.532 D_real: 0.163 D_fake: 0.187 +(epoch: 6, iters: 24320, time: 0.409, data: 0.015) G_GAN: 2.228 G_L1: 4.310 D_real: 0.247 D_fake: 0.548 +(epoch: 6, iters: 24420, time: 0.305, data: 0.019) G_GAN: 2.533 G_L1: 5.165 D_real: 0.209 D_fake: 0.331 +(epoch: 6, iters: 24520, time: 0.302, data: 0.016) G_GAN: 1.183 G_L1: 3.444 D_real: 0.714 D_fake: 0.338 +(epoch: 6, iters: 24620, time: 0.299, data: 0.019) G_GAN: 2.666 G_L1: 4.297 D_real: 0.298 D_fake: 0.329 +(epoch: 6, iters: 24720, time: 0.405, data: 0.017) G_GAN: 2.000 G_L1: 3.689 D_real: 0.061 D_fake: 0.916 +(epoch: 6, iters: 24820, time: 0.294, data: 0.018) G_GAN: 1.712 G_L1: 3.401 D_real: 0.671 D_fake: 0.144 +(epoch: 6, iters: 24920, time: 0.299, data: 0.016) G_GAN: 3.166 G_L1: 4.112 D_real: 0.061 D_fake: 0.233 +(epoch: 6, iters: 25020, time: 0.302, data: 0.019) G_GAN: 2.103 G_L1: 2.385 D_real: 0.140 D_fake: 0.399 +(epoch: 6, iters: 25120, time: 0.413, data: 0.016) G_GAN: 2.283 G_L1: 4.034 D_real: 0.494 D_fake: 0.234 +(epoch: 6, iters: 25220, time: 0.300, data: 0.020) G_GAN: 2.196 G_L1: 2.615 D_real: 0.094 D_fake: 0.449 +(epoch: 6, iters: 25320, time: 0.305, data: 0.017) G_GAN: 2.331 G_L1: 4.773 D_real: 0.205 D_fake: 0.611 +(epoch: 6, iters: 25420, time: 0.303, data: 0.017) G_GAN: 1.862 G_L1: 2.926 D_real: 1.044 D_fake: 0.076 +(epoch: 6, iters: 25520, time: 0.415, data: 0.017) G_GAN: 3.162 G_L1: 4.385 D_real: 0.183 D_fake: 0.594 +(epoch: 6, iters: 25620, time: 0.285, data: 0.020) G_GAN: 2.618 G_L1: 7.334 D_real: 0.391 D_fake: 0.313 +(epoch: 6, iters: 25720, time: 0.291, data: 0.016) G_GAN: 2.080 G_L1: 2.715 D_real: 0.576 D_fake: 0.159 +(epoch: 6, iters: 25820, time: 0.286, data: 0.018) G_GAN: 2.463 G_L1: 4.166 D_real: 0.115 D_fake: 0.306 +(epoch: 6, iters: 25920, time: 0.525, data: 0.016) G_GAN: 4.146 G_L1: 3.609 D_real: 0.593 D_fake: 0.011 +(epoch: 6, iters: 26020, time: 0.299, data: 0.019) G_GAN: 2.034 G_L1: 3.207 D_real: 0.213 D_fake: 0.390 +(epoch: 6, iters: 26120, time: 0.304, data: 0.017) G_GAN: 2.149 G_L1: 3.080 D_real: 0.501 D_fake: 0.169 +(epoch: 6, iters: 26220, time: 0.305, data: 0.017) G_GAN: 2.489 G_L1: 4.491 D_real: 0.141 D_fake: 0.621 +(epoch: 6, iters: 26320, time: 0.402, data: 0.017) G_GAN: 2.336 G_L1: 7.276 D_real: 0.672 D_fake: 0.323 +(epoch: 6, iters: 26420, time: 0.292, data: 0.018) G_GAN: 2.220 G_L1: 4.137 D_real: 0.439 D_fake: 0.297 +(epoch: 6, iters: 26520, time: 0.296, data: 0.016) G_GAN: 2.609 G_L1: 3.191 D_real: 0.552 D_fake: 0.216 +(epoch: 6, iters: 26620, time: 0.298, data: 0.017) G_GAN: 2.153 G_L1: 2.845 D_real: 0.254 D_fake: 0.389 +(epoch: 6, iters: 26720, time: 0.414, data: 0.018) G_GAN: 2.024 G_L1: 3.890 D_real: 0.119 D_fake: 0.628 +(epoch: 6, iters: 26820, time: 0.286, data: 0.019) G_GAN: 3.691 G_L1: 3.174 D_real: 0.173 D_fake: 1.005 +(epoch: 6, iters: 26920, time: 0.307, data: 0.017) G_GAN: 2.642 G_L1: 3.293 D_real: 0.046 D_fake: 0.578 +(epoch: 6, iters: 27020, time: 0.291, data: 0.018) G_GAN: 2.278 G_L1: 3.637 D_real: 0.126 D_fake: 0.442 +(epoch: 6, iters: 27120, time: 0.431, data: 0.017) G_GAN: 2.749 G_L1: 4.169 D_real: 0.795 D_fake: 0.199 +(epoch: 6, iters: 27220, time: 0.303, data: 0.024) G_GAN: 2.207 G_L1: 3.155 D_real: 0.484 D_fake: 0.397 +(epoch: 6, iters: 27320, time: 0.305, data: 0.022) G_GAN: 2.807 G_L1: 3.569 D_real: 0.374 D_fake: 0.249 +(epoch: 6, iters: 27420, time: 0.301, data: 0.020) G_GAN: 2.773 G_L1: 3.197 D_real: 0.106 D_fake: 0.244 +(epoch: 6, iters: 27520, time: 0.380, data: 0.022) G_GAN: 1.773 G_L1: 4.016 D_real: 0.801 D_fake: 0.304 +(epoch: 6, iters: 27620, time: 0.298, data: 0.017) G_GAN: 1.969 G_L1: 3.622 D_real: 0.447 D_fake: 0.199 +(epoch: 6, iters: 27720, time: 0.302, data: 0.017) G_GAN: 1.539 G_L1: 3.761 D_real: 1.396 D_fake: 0.107 +(epoch: 6, iters: 27820, time: 0.281, data: 0.016) G_GAN: 2.160 G_L1: 3.056 D_real: 0.445 D_fake: 0.118 +(epoch: 6, iters: 27920, time: 0.526, data: 0.015) G_GAN: 2.399 G_L1: 3.659 D_real: 0.075 D_fake: 0.463 +(epoch: 6, iters: 28020, time: 0.286, data: 0.018) G_GAN: 3.111 G_L1: 3.364 D_real: 0.318 D_fake: 0.140 +(epoch: 6, iters: 28120, time: 0.304, data: 0.018) G_GAN: 3.169 G_L1: 4.601 D_real: 0.097 D_fake: 0.200 +(epoch: 6, iters: 28220, time: 0.305, data: 0.019) G_GAN: 2.791 G_L1: 3.585 D_real: 0.242 D_fake: 0.175 +(epoch: 6, iters: 28320, time: 0.412, data: 0.019) G_GAN: 1.427 G_L1: 3.111 D_real: 0.644 D_fake: 0.330 +(epoch: 6, iters: 28420, time: 0.308, data: 0.024) G_GAN: 2.113 G_L1: 4.294 D_real: 0.408 D_fake: 0.209 +(epoch: 6, iters: 28520, time: 0.307, data: 0.017) G_GAN: 2.593 G_L1: 4.394 D_real: 0.760 D_fake: 0.335 +(epoch: 6, iters: 28620, time: 0.294, data: 0.018) G_GAN: 2.349 G_L1: 3.780 D_real: 0.274 D_fake: 0.167 +(epoch: 6, iters: 28720, time: 0.412, data: 0.016) G_GAN: 1.691 G_L1: 2.968 D_real: 1.027 D_fake: 0.111 +(epoch: 6, iters: 28820, time: 0.292, data: 0.018) G_GAN: 3.406 G_L1: 5.359 D_real: 0.224 D_fake: 0.121 +(epoch: 6, iters: 28920, time: 0.295, data: 0.016) G_GAN: 2.543 G_L1: 3.787 D_real: 0.500 D_fake: 0.061 +(epoch: 6, iters: 29020, time: 0.307, data: 0.023) G_GAN: 3.000 G_L1: 8.710 D_real: 0.522 D_fake: 0.186 +(epoch: 6, iters: 29120, time: 0.389, data: 0.018) G_GAN: 3.520 G_L1: 7.287 D_real: 0.039 D_fake: 0.279 +(epoch: 6, iters: 29220, time: 0.303, data: 0.019) G_GAN: 3.060 G_L1: 3.851 D_real: 0.261 D_fake: 0.098 +(epoch: 6, iters: 29320, time: 0.310, data: 0.017) G_GAN: 2.833 G_L1: 3.230 D_real: 0.083 D_fake: 0.240 +(epoch: 6, iters: 29420, time: 0.307, data: 0.016) G_GAN: 3.766 G_L1: 3.803 D_real: 0.078 D_fake: 0.047 +(epoch: 6, iters: 29520, time: 0.429, data: 0.017) G_GAN: 3.123 G_L1: 4.207 D_real: 0.063 D_fake: 0.515 +(epoch: 6, iters: 29620, time: 0.307, data: 0.019) G_GAN: 3.037 G_L1: 3.882 D_real: 0.556 D_fake: 0.297 +(epoch: 6, iters: 29720, time: 0.307, data: 0.017) G_GAN: 1.394 G_L1: 3.067 D_real: 1.314 D_fake: 0.173 +(epoch: 6, iters: 29820, time: 0.298, data: 0.020) G_GAN: 2.109 G_L1: 5.325 D_real: 0.893 D_fake: 0.300 +(epoch: 6, iters: 29920, time: 0.532, data: 0.017) G_GAN: 3.392 G_L1: 4.667 D_real: 0.160 D_fake: 0.370 +(epoch: 6, iters: 30020, time: 0.295, data: 0.020) G_GAN: 2.362 G_L1: 5.196 D_real: 1.080 D_fake: 0.140 +(epoch: 6, iters: 30120, time: 0.309, data: 0.018) G_GAN: 2.344 G_L1: 3.413 D_real: 0.378 D_fake: 0.195 +(epoch: 6, iters: 30220, time: 0.298, data: 0.017) G_GAN: 2.370 G_L1: 3.656 D_real: 0.490 D_fake: 0.209 +(epoch: 6, iters: 30320, time: 0.418, data: 0.020) G_GAN: 2.571 G_L1: 4.022 D_real: 0.986 D_fake: 0.087 +(epoch: 6, iters: 30420, time: 0.303, data: 0.019) G_GAN: 2.535 G_L1: 3.931 D_real: 0.522 D_fake: 0.119 +(epoch: 6, iters: 30520, time: 0.301, data: 0.018) G_GAN: 2.687 G_L1: 4.476 D_real: 0.120 D_fake: 0.504 +(epoch: 6, iters: 30620, time: 0.294, data: 0.018) G_GAN: 2.147 G_L1: 3.109 D_real: 0.126 D_fake: 0.431 +(epoch: 6, iters: 30720, time: 0.425, data: 0.021) G_GAN: 2.360 G_L1: 5.939 D_real: 0.145 D_fake: 0.286 +(epoch: 6, iters: 30820, time: 0.302, data: 0.019) G_GAN: 2.158 G_L1: 4.460 D_real: 0.256 D_fake: 0.475 +(epoch: 6, iters: 30920, time: 0.303, data: 0.028) G_GAN: 3.514 G_L1: 5.214 D_real: 0.175 D_fake: 0.221 +(epoch: 6, iters: 31020, time: 0.299, data: 0.017) G_GAN: 1.821 G_L1: 3.899 D_real: 0.570 D_fake: 0.145 +(epoch: 6, iters: 31120, time: 0.406, data: 0.017) G_GAN: 1.405 G_L1: 4.636 D_real: 0.878 D_fake: 0.108 +(epoch: 6, iters: 31220, time: 0.287, data: 0.019) G_GAN: 2.447 G_L1: 3.853 D_real: 0.648 D_fake: 0.145 +(epoch: 6, iters: 31320, time: 0.302, data: 0.017) G_GAN: 1.808 G_L1: 3.043 D_real: 0.179 D_fake: 1.527 +(epoch: 6, iters: 31420, time: 0.295, data: 0.019) G_GAN: 2.967 G_L1: 4.215 D_real: 0.178 D_fake: 0.471 +(epoch: 6, iters: 31520, time: 0.387, data: 0.017) G_GAN: 1.918 G_L1: 1.732 D_real: 0.265 D_fake: 0.320 +(epoch: 6, iters: 31620, time: 0.300, data: 0.019) G_GAN: 1.958 G_L1: 2.971 D_real: 0.375 D_fake: 0.312 +(epoch: 6, iters: 31720, time: 0.289, data: 0.020) G_GAN: 2.324 G_L1: 3.717 D_real: 0.206 D_fake: 0.204 +(epoch: 6, iters: 31820, time: 0.303, data: 0.016) G_GAN: 2.443 G_L1: 4.380 D_real: 0.331 D_fake: 0.217 +(epoch: 6, iters: 31920, time: 0.470, data: 0.017) G_GAN: 1.868 G_L1: 3.572 D_real: 0.239 D_fake: 0.301 +(epoch: 6, iters: 32020, time: 0.297, data: 0.018) G_GAN: 2.853 G_L1: 3.046 D_real: 0.454 D_fake: 0.091 +(epoch: 6, iters: 32120, time: 0.305, data: 0.018) G_GAN: 2.181 G_L1: 3.308 D_real: 0.476 D_fake: 0.176 +(epoch: 6, iters: 32220, time: 0.302, data: 0.020) G_GAN: 2.684 G_L1: 4.407 D_real: 0.262 D_fake: 0.221 +(epoch: 6, iters: 32320, time: 0.388, data: 0.018) G_GAN: 2.581 G_L1: 4.005 D_real: 0.308 D_fake: 0.178 +(epoch: 6, iters: 32420, time: 0.308, data: 0.019) G_GAN: 1.835 G_L1: 3.529 D_real: 0.443 D_fake: 0.325 +(epoch: 6, iters: 32520, time: 0.289, data: 0.016) G_GAN: 3.213 G_L1: 3.829 D_real: 0.158 D_fake: 0.094 +(epoch: 6, iters: 32620, time: 0.302, data: 0.017) G_GAN: 2.745 G_L1: 3.170 D_real: 0.072 D_fake: 0.367 +(epoch: 6, iters: 32720, time: 0.402, data: 0.017) G_GAN: 2.930 G_L1: 4.182 D_real: 0.214 D_fake: 1.050 +(epoch: 6, iters: 32820, time: 0.289, data: 0.020) G_GAN: 2.131 G_L1: 4.555 D_real: 0.131 D_fake: 0.789 +(epoch: 6, iters: 32920, time: 0.300, data: 0.014) G_GAN: 1.937 G_L1: 3.244 D_real: 0.463 D_fake: 0.265 +(epoch: 6, iters: 33020, time: 0.287, data: 0.017) G_GAN: 2.432 G_L1: 3.035 D_real: 0.909 D_fake: 0.076 +(epoch: 6, iters: 33120, time: 0.411, data: 0.019) G_GAN: 2.527 G_L1: 4.096 D_real: 0.269 D_fake: 0.756 +(epoch: 6, iters: 33220, time: 0.293, data: 0.019) G_GAN: 1.665 G_L1: 3.024 D_real: 0.211 D_fake: 0.350 +(epoch: 6, iters: 33320, time: 0.307, data: 0.022) G_GAN: 1.962 G_L1: 2.295 D_real: 0.251 D_fake: 0.413 +(epoch: 6, iters: 33420, time: 0.289, data: 0.017) G_GAN: 2.977 G_L1: 3.557 D_real: 0.139 D_fake: 0.364 +(epoch: 6, iters: 33520, time: 0.418, data: 0.016) G_GAN: 1.941 G_L1: 5.797 D_real: 0.647 D_fake: 0.108 +(epoch: 6, iters: 33620, time: 0.300, data: 0.023) G_GAN: 1.798 G_L1: 3.598 D_real: 0.639 D_fake: 0.071 +(epoch: 6, iters: 33720, time: 0.301, data: 0.020) G_GAN: 2.017 G_L1: 3.746 D_real: 0.656 D_fake: 0.215 +(epoch: 6, iters: 33820, time: 0.303, data: 0.018) G_GAN: 2.692 G_L1: 4.147 D_real: 0.135 D_fake: 0.634 +(epoch: 6, iters: 33920, time: 0.543, data: 0.019) G_GAN: 3.135 G_L1: 5.180 D_real: 0.165 D_fake: 0.463 +(epoch: 6, iters: 34020, time: 0.290, data: 0.018) G_GAN: 2.309 G_L1: 3.547 D_real: 0.382 D_fake: 0.160 +(epoch: 6, iters: 34120, time: 0.297, data: 0.016) G_GAN: 3.624 G_L1: 3.380 D_real: 0.100 D_fake: 0.092 +(epoch: 6, iters: 34220, time: 0.294, data: 0.021) G_GAN: 3.736 G_L1: 5.381 D_real: 0.058 D_fake: 0.528 +(epoch: 6, iters: 34320, time: 0.408, data: 0.017) G_GAN: 4.563 G_L1: 4.032 D_real: 0.332 D_fake: 0.291 +(epoch: 6, iters: 34420, time: 0.298, data: 0.019) G_GAN: 2.808 G_L1: 3.933 D_real: 0.703 D_fake: 0.142 +(epoch: 6, iters: 34520, time: 0.284, data: 0.021) G_GAN: 2.479 G_L1: 4.934 D_real: 0.638 D_fake: 0.262 +(epoch: 6, iters: 34620, time: 0.295, data: 0.015) G_GAN: 2.284 G_L1: 3.603 D_real: 0.593 D_fake: 0.078 +(epoch: 6, iters: 34720, time: 0.412, data: 0.016) G_GAN: 5.763 G_L1: 6.840 D_real: 0.181 D_fake: 0.971 +(epoch: 6, iters: 34820, time: 0.298, data: 0.018) G_GAN: 2.677 G_L1: 3.109 D_real: 0.279 D_fake: 0.231 +(epoch: 6, iters: 34920, time: 0.301, data: 0.018) G_GAN: 2.985 G_L1: 4.004 D_real: 0.414 D_fake: 0.111 +(epoch: 6, iters: 35020, time: 0.297, data: 0.020) G_GAN: 1.521 G_L1: 3.400 D_real: 0.912 D_fake: 0.203 +(epoch: 6, iters: 35120, time: 0.386, data: 0.018) G_GAN: 1.904 G_L1: 4.511 D_real: 0.570 D_fake: 0.161 +(epoch: 6, iters: 35220, time: 0.302, data: 0.019) G_GAN: 3.959 G_L1: 7.788 D_real: 0.188 D_fake: 0.642 +(epoch: 6, iters: 35320, time: 0.299, data: 0.017) G_GAN: 1.948 G_L1: 2.940 D_real: 0.482 D_fake: 0.247 +(epoch: 6, iters: 35420, time: 0.294, data: 0.017) G_GAN: 3.467 G_L1: 5.037 D_real: 0.156 D_fake: 0.065 +(epoch: 6, iters: 35520, time: 0.380, data: 0.017) G_GAN: 2.064 G_L1: 4.011 D_real: 0.760 D_fake: 0.156 +(epoch: 6, iters: 35620, time: 0.298, data: 0.018) G_GAN: 2.809 G_L1: 3.322 D_real: 0.017 D_fake: 0.811 +(epoch: 6, iters: 35720, time: 0.297, data: 0.016) G_GAN: 3.042 G_L1: 4.385 D_real: 0.016 D_fake: 0.170 +(epoch: 6, iters: 35820, time: 0.291, data: 0.017) G_GAN: 2.177 G_L1: 2.609 D_real: 0.112 D_fake: 0.326 +(epoch: 6, iters: 35920, time: 0.516, data: 0.018) G_GAN: 2.591 G_L1: 3.880 D_real: 0.377 D_fake: 0.093 +(epoch: 6, iters: 36020, time: 0.302, data: 0.018) G_GAN: 2.260 G_L1: 3.490 D_real: 0.464 D_fake: 0.133 +(epoch: 6, iters: 36120, time: 0.306, data: 0.017) G_GAN: 2.811 G_L1: 3.580 D_real: 0.101 D_fake: 0.139 +(epoch: 6, iters: 36220, time: 0.299, data: 0.017) G_GAN: 0.545 G_L1: 7.743 D_real: 1.566 D_fake: 0.052 +(epoch: 6, iters: 36320, time: 0.424, data: 0.017) G_GAN: 1.829 G_L1: 4.429 D_real: 1.548 D_fake: 0.025 +(epoch: 6, iters: 36420, time: 0.296, data: 0.019) G_GAN: 2.523 G_L1: 4.251 D_real: 0.299 D_fake: 0.148 +(epoch: 6, iters: 36520, time: 0.299, data: 0.018) G_GAN: 2.098 G_L1: 3.818 D_real: 0.762 D_fake: 0.221 +(epoch: 6, iters: 36620, time: 0.289, data: 0.019) G_GAN: 1.335 G_L1: 3.306 D_real: 0.521 D_fake: 0.726 +(epoch: 6, iters: 36720, time: 0.390, data: 0.014) G_GAN: 1.737 G_L1: 2.057 D_real: 0.171 D_fake: 0.682 +(epoch: 6, iters: 36820, time: 0.289, data: 0.019) G_GAN: 3.241 G_L1: 4.121 D_real: 0.215 D_fake: 0.482 +(epoch: 6, iters: 36920, time: 0.289, data: 0.017) G_GAN: 2.135 G_L1: 4.480 D_real: 1.140 D_fake: 0.117 +(epoch: 6, iters: 37020, time: 0.303, data: 0.014) G_GAN: 3.436 G_L1: 4.454 D_real: 0.035 D_fake: 0.391 +(epoch: 6, iters: 37120, time: 0.388, data: 0.017) G_GAN: 1.874 G_L1: 2.965 D_real: 1.343 D_fake: 0.097 +(epoch: 6, iters: 37220, time: 0.312, data: 0.019) G_GAN: 2.075 G_L1: 3.446 D_real: 0.208 D_fake: 0.540 +(epoch: 6, iters: 37320, time: 0.307, data: 0.017) G_GAN: 2.153 G_L1: 3.756 D_real: 0.164 D_fake: 0.620 +(epoch: 6, iters: 37420, time: 0.303, data: 0.018) G_GAN: 2.032 G_L1: 5.391 D_real: 0.114 D_fake: 0.767 +(epoch: 6, iters: 37520, time: 0.423, data: 0.017) G_GAN: 2.227 G_L1: 4.116 D_real: 0.100 D_fake: 0.192 +(epoch: 6, iters: 37620, time: 0.303, data: 0.019) G_GAN: 2.078 G_L1: 3.469 D_real: 0.348 D_fake: 0.385 +(epoch: 6, iters: 37720, time: 0.308, data: 0.017) G_GAN: 3.161 G_L1: 3.127 D_real: 0.028 D_fake: 0.248 +(epoch: 6, iters: 37820, time: 0.305, data: 0.017) G_GAN: 1.969 G_L1: 3.550 D_real: 0.590 D_fake: 0.112 +(epoch: 6, iters: 37920, time: 0.523, data: 0.018) G_GAN: 2.870 G_L1: 4.052 D_real: 0.294 D_fake: 0.114 +(epoch: 6, iters: 38020, time: 0.296, data: 0.018) G_GAN: 2.315 G_L1: 3.675 D_real: 0.129 D_fake: 0.585 +(epoch: 6, iters: 38120, time: 0.304, data: 0.021) G_GAN: 2.595 G_L1: 3.515 D_real: 0.165 D_fake: 0.813 +(epoch: 6, iters: 38220, time: 0.296, data: 0.018) G_GAN: 1.891 G_L1: 4.247 D_real: 0.561 D_fake: 0.081 +(epoch: 6, iters: 38320, time: 0.418, data: 0.018) G_GAN: 2.770 G_L1: 5.164 D_real: 0.695 D_fake: 0.067 +(epoch: 6, iters: 38420, time: 0.302, data: 0.020) G_GAN: 3.488 G_L1: 6.456 D_real: 0.154 D_fake: 0.186 +(epoch: 6, iters: 38520, time: 0.285, data: 0.017) G_GAN: 3.129 G_L1: 5.534 D_real: 0.067 D_fake: 0.307 +(epoch: 6, iters: 38620, time: 0.291, data: 0.015) G_GAN: 2.794 G_L1: 4.976 D_real: 0.108 D_fake: 0.241 +(epoch: 6, iters: 38720, time: 0.409, data: 0.017) G_GAN: 2.321 G_L1: 3.849 D_real: 0.473 D_fake: 0.149 +(epoch: 6, iters: 38820, time: 0.298, data: 0.017) G_GAN: 1.969 G_L1: 3.678 D_real: 0.674 D_fake: 0.087 +(epoch: 6, iters: 38920, time: 0.296, data: 0.016) G_GAN: 3.652 G_L1: 3.882 D_real: 0.311 D_fake: 0.032 +(epoch: 6, iters: 39020, time: 0.301, data: 0.016) G_GAN: 3.974 G_L1: 4.406 D_real: 0.262 D_fake: 1.478 +(epoch: 6, iters: 39120, time: 0.395, data: 0.017) G_GAN: 1.588 G_L1: 3.884 D_real: 0.816 D_fake: 0.204 +(epoch: 6, iters: 39220, time: 0.293, data: 0.018) G_GAN: 2.955 G_L1: 5.659 D_real: 0.532 D_fake: 0.138 +(epoch: 6, iters: 39320, time: 0.288, data: 0.018) G_GAN: 2.249 G_L1: 4.317 D_real: 0.285 D_fake: 0.117 +(epoch: 6, iters: 39420, time: 0.296, data: 0.015) G_GAN: 2.668 G_L1: 3.555 D_real: 0.104 D_fake: 0.147 +(epoch: 6, iters: 39520, time: 0.406, data: 0.016) G_GAN: 2.032 G_L1: 3.659 D_real: 0.574 D_fake: 0.324 +(epoch: 6, iters: 39620, time: 0.291, data: 0.023) G_GAN: 2.336 G_L1: 3.526 D_real: 0.160 D_fake: 0.290 +(epoch: 6, iters: 39720, time: 0.289, data: 0.015) G_GAN: 2.763 G_L1: 3.674 D_real: 0.098 D_fake: 0.400 +(epoch: 6, iters: 39820, time: 0.301, data: 0.015) G_GAN: 3.256 G_L1: 3.797 D_real: 0.155 D_fake: 1.015 +(epoch: 6, iters: 39920, time: 0.549, data: 0.017) G_GAN: 2.940 G_L1: 4.239 D_real: 0.095 D_fake: 0.127 +(epoch: 6, iters: 40020, time: 0.302, data: 0.019) G_GAN: 3.530 G_L1: 3.476 D_real: 0.122 D_fake: 0.121 +(epoch: 6, iters: 40120, time: 0.306, data: 0.019) G_GAN: 3.574 G_L1: 5.807 D_real: 0.119 D_fake: 0.080 +(epoch: 6, iters: 40220, time: 0.289, data: 0.018) G_GAN: 2.913 G_L1: 5.376 D_real: 0.518 D_fake: 0.107 +(epoch: 6, iters: 40320, time: 0.415, data: 0.019) G_GAN: 2.291 G_L1: 4.205 D_real: 0.725 D_fake: 0.535 +(epoch: 6, iters: 40420, time: 0.306, data: 0.019) G_GAN: 1.881 G_L1: 2.077 D_real: 0.322 D_fake: 0.553 +(epoch: 6, iters: 40520, time: 0.304, data: 0.018) G_GAN: 2.955 G_L1: 3.746 D_real: 0.104 D_fake: 0.078 +(epoch: 6, iters: 40620, time: 0.306, data: 0.022) G_GAN: 2.017 G_L1: 3.896 D_real: 0.719 D_fake: 0.192 +(epoch: 6, iters: 40720, time: 0.415, data: 0.019) G_GAN: 2.981 G_L1: 3.734 D_real: 0.162 D_fake: 0.128 +(epoch: 6, iters: 40820, time: 0.292, data: 0.023) G_GAN: 3.786 G_L1: 4.135 D_real: 0.414 D_fake: 0.196 +(epoch: 6, iters: 40920, time: 0.299, data: 0.017) G_GAN: 2.140 G_L1: 3.188 D_real: 0.292 D_fake: 0.300 +(epoch: 6, iters: 41020, time: 0.302, data: 0.019) G_GAN: 2.672 G_L1: 3.988 D_real: 0.371 D_fake: 0.122 +(epoch: 6, iters: 41120, time: 0.420, data: 0.017) G_GAN: 2.628 G_L1: 5.199 D_real: 0.265 D_fake: 0.358 +(epoch: 6, iters: 41220, time: 0.303, data: 0.018) G_GAN: 2.561 G_L1: 2.973 D_real: 0.286 D_fake: 0.332 +(epoch: 6, iters: 41320, time: 0.298, data: 0.017) G_GAN: 2.484 G_L1: 3.859 D_real: 0.134 D_fake: 0.358 +(epoch: 6, iters: 41420, time: 0.297, data: 0.015) G_GAN: 3.141 G_L1: 5.589 D_real: 0.080 D_fake: 0.451 +(epoch: 6, iters: 41520, time: 0.427, data: 0.016) G_GAN: 2.479 G_L1: 10.625 D_real: 1.210 D_fake: 0.011 +(epoch: 6, iters: 41620, time: 0.301, data: 0.019) G_GAN: 2.553 G_L1: 5.803 D_real: 0.201 D_fake: 0.274 +(epoch: 6, iters: 41720, time: 0.304, data: 0.019) G_GAN: 3.140 G_L1: 3.754 D_real: 0.050 D_fake: 0.176 +(epoch: 6, iters: 41820, time: 0.297, data: 0.017) G_GAN: 2.509 G_L1: 3.112 D_real: 0.849 D_fake: 0.113 +(epoch: 6, iters: 41920, time: 0.546, data: 0.018) G_GAN: 2.367 G_L1: 4.006 D_real: 0.454 D_fake: 0.428 +(epoch: 6, iters: 42020, time: 0.302, data: 0.019) G_GAN: 2.168 G_L1: 3.225 D_real: 0.603 D_fake: 0.257 +(epoch: 6, iters: 42120, time: 0.304, data: 0.016) G_GAN: 2.116 G_L1: 4.272 D_real: 0.259 D_fake: 0.304 +(epoch: 6, iters: 42220, time: 0.300, data: 0.018) G_GAN: 2.622 G_L1: 3.929 D_real: 0.099 D_fake: 0.246 +(epoch: 6, iters: 42320, time: 0.403, data: 0.017) G_GAN: 2.278 G_L1: 4.025 D_real: 0.260 D_fake: 0.157 +(epoch: 6, iters: 42420, time: 0.303, data: 0.025) G_GAN: 2.462 G_L1: 3.903 D_real: 0.041 D_fake: 0.293 +(epoch: 6, iters: 42520, time: 0.298, data: 0.017) G_GAN: 1.996 G_L1: 3.372 D_real: 0.395 D_fake: 0.848 +(epoch: 6, iters: 42620, time: 0.309, data: 0.016) G_GAN: 1.759 G_L1: 3.460 D_real: 0.253 D_fake: 0.303 +(epoch: 6, iters: 42720, time: 0.418, data: 0.018) G_GAN: 1.543 G_L1: 3.446 D_real: 0.821 D_fake: 0.173 +(epoch: 6, iters: 42820, time: 0.304, data: 0.021) G_GAN: 4.387 G_L1: 5.715 D_real: 0.095 D_fake: 0.064 +(epoch: 6, iters: 42920, time: 0.297, data: 0.017) G_GAN: 1.803 G_L1: 5.191 D_real: 0.640 D_fake: 0.146 +(epoch: 6, iters: 43020, time: 0.300, data: 0.022) G_GAN: 2.506 G_L1: 3.522 D_real: 0.146 D_fake: 0.191 +(epoch: 6, iters: 43120, time: 0.420, data: 0.017) G_GAN: 1.817 G_L1: 5.103 D_real: 0.230 D_fake: 0.260 +(epoch: 6, iters: 43220, time: 0.303, data: 0.018) G_GAN: 1.837 G_L1: 3.962 D_real: 0.393 D_fake: 0.520 +(epoch: 6, iters: 43320, time: 0.304, data: 0.016) G_GAN: 1.839 G_L1: 3.203 D_real: 0.657 D_fake: 0.169 +(epoch: 6, iters: 43420, time: 0.296, data: 0.016) G_GAN: 3.439 G_L1: 3.690 D_real: 0.080 D_fake: 0.341 +(epoch: 6, iters: 43520, time: 0.417, data: 0.016) G_GAN: 3.141 G_L1: 3.768 D_real: 0.744 D_fake: 0.158 +(epoch: 6, iters: 43620, time: 0.294, data: 0.019) G_GAN: 1.740 G_L1: 2.802 D_real: 0.928 D_fake: 0.070 +(epoch: 6, iters: 43720, time: 0.299, data: 0.016) G_GAN: 3.103 G_L1: 4.218 D_real: 0.270 D_fake: 0.227 +(epoch: 6, iters: 43820, time: 0.310, data: 0.016) G_GAN: 2.264 G_L1: 3.258 D_real: 0.211 D_fake: 0.204 +(epoch: 6, iters: 43920, time: 0.551, data: 0.016) G_GAN: 3.017 G_L1: 3.497 D_real: 0.242 D_fake: 0.168 +(epoch: 6, iters: 44020, time: 0.308, data: 0.019) G_GAN: 2.605 G_L1: 3.520 D_real: 0.330 D_fake: 0.155 +(epoch: 6, iters: 44120, time: 0.302, data: 0.018) G_GAN: 3.079 G_L1: 3.523 D_real: 0.084 D_fake: 0.111 +(epoch: 6, iters: 44220, time: 0.297, data: 0.018) G_GAN: 3.068 G_L1: 3.896 D_real: 0.106 D_fake: 0.257 +(epoch: 6, iters: 44320, time: 0.379, data: 0.016) G_GAN: 2.334 G_L1: 3.050 D_real: 0.227 D_fake: 0.230 +(epoch: 6, iters: 44420, time: 0.305, data: 0.020) G_GAN: 1.865 G_L1: 2.867 D_real: 0.256 D_fake: 0.624 +(epoch: 6, iters: 44520, time: 0.308, data: 0.020) G_GAN: 2.783 G_L1: 3.650 D_real: 0.385 D_fake: 0.086 +(epoch: 6, iters: 44620, time: 0.303, data: 0.018) G_GAN: 2.181 G_L1: 4.585 D_real: 0.660 D_fake: 0.108 +(epoch: 6, iters: 44720, time: 0.415, data: 0.018) G_GAN: 3.413 G_L1: 4.461 D_real: 0.346 D_fake: 0.206 +(epoch: 6, iters: 44820, time: 0.296, data: 0.019) G_GAN: 2.756 G_L1: 4.153 D_real: 0.363 D_fake: 0.373 +(epoch: 6, iters: 44920, time: 0.303, data: 0.016) G_GAN: 3.716 G_L1: 4.383 D_real: 0.031 D_fake: 0.130 +(epoch: 6, iters: 45020, time: 0.301, data: 0.019) G_GAN: 2.117 G_L1: 4.423 D_real: 0.509 D_fake: 0.155 +(epoch: 6, iters: 45120, time: 0.410, data: 0.018) G_GAN: 3.377 G_L1: 8.178 D_real: 0.089 D_fake: 0.108 +(epoch: 6, iters: 45220, time: 0.298, data: 0.018) G_GAN: 2.260 G_L1: 3.615 D_real: 0.128 D_fake: 0.382 +(epoch: 6, iters: 45320, time: 0.305, data: 0.016) G_GAN: 2.435 G_L1: 2.922 D_real: 0.078 D_fake: 0.496 +(epoch: 6, iters: 45420, time: 0.307, data: 0.017) G_GAN: 2.316 G_L1: 2.755 D_real: 0.468 D_fake: 0.404 +(epoch: 6, iters: 45520, time: 0.377, data: 0.017) G_GAN: 2.191 G_L1: 4.088 D_real: 0.744 D_fake: 0.150 +(epoch: 6, iters: 45620, time: 0.301, data: 0.020) G_GAN: 1.735 G_L1: 5.242 D_real: 0.534 D_fake: 0.330 +(epoch: 6, iters: 45720, time: 0.304, data: 0.019) G_GAN: 2.635 G_L1: 3.711 D_real: 0.048 D_fake: 0.186 +(epoch: 6, iters: 45820, time: 0.301, data: 0.018) G_GAN: 3.190 G_L1: 5.279 D_real: 0.064 D_fake: 0.505 +(epoch: 6, iters: 45920, time: 0.542, data: 0.018) G_GAN: 4.197 G_L1: 3.918 D_real: 0.468 D_fake: 0.037 +(epoch: 6, iters: 46020, time: 0.306, data: 0.020) G_GAN: 2.621 G_L1: 3.724 D_real: 0.129 D_fake: 0.343 +(epoch: 6, iters: 46120, time: 0.303, data: 0.018) G_GAN: 2.446 G_L1: 4.028 D_real: 0.133 D_fake: 0.346 +(epoch: 6, iters: 46220, time: 0.304, data: 0.018) G_GAN: 2.749 G_L1: 4.751 D_real: 0.286 D_fake: 0.465 +(epoch: 6, iters: 46320, time: 0.392, data: 0.016) G_GAN: 2.497 G_L1: 4.571 D_real: 0.791 D_fake: 0.173 +(epoch: 6, iters: 46420, time: 0.294, data: 0.024) G_GAN: 2.781 G_L1: 7.424 D_real: 0.574 D_fake: 0.079 +(epoch: 6, iters: 46520, time: 0.297, data: 0.016) G_GAN: 1.498 G_L1: 3.363 D_real: 0.873 D_fake: 0.247 +(epoch: 6, iters: 46620, time: 0.292, data: 0.016) G_GAN: 3.286 G_L1: 3.102 D_real: 0.436 D_fake: 0.382 +(epoch: 6, iters: 46720, time: 0.402, data: 0.020) G_GAN: 2.977 G_L1: 2.358 D_real: 0.137 D_fake: 0.206 +(epoch: 6, iters: 46820, time: 0.294, data: 0.019) G_GAN: 4.081 G_L1: 4.183 D_real: 0.034 D_fake: 1.210 +(epoch: 6, iters: 46920, time: 0.300, data: 0.018) G_GAN: 3.179 G_L1: 4.203 D_real: 0.177 D_fake: 0.151 +(epoch: 6, iters: 47020, time: 0.304, data: 0.018) G_GAN: 3.268 G_L1: 2.805 D_real: 0.214 D_fake: 0.531 +(epoch: 6, iters: 47120, time: 0.415, data: 0.016) G_GAN: 2.533 G_L1: 5.576 D_real: 0.729 D_fake: 0.058 +(epoch: 6, iters: 47220, time: 0.302, data: 0.019) G_GAN: 3.250 G_L1: 3.349 D_real: 0.642 D_fake: 0.209 +(epoch: 6, iters: 47320, time: 0.299, data: 0.018) G_GAN: 1.725 G_L1: 2.811 D_real: 0.344 D_fake: 0.482 +(epoch: 6, iters: 47420, time: 0.302, data: 0.017) G_GAN: 2.099 G_L1: 3.729 D_real: 0.564 D_fake: 0.178 +(epoch: 6, iters: 47520, time: 0.417, data: 0.017) G_GAN: 2.410 G_L1: 3.137 D_real: 0.258 D_fake: 0.167 +(epoch: 6, iters: 47620, time: 0.304, data: 0.021) G_GAN: 2.453 G_L1: 3.554 D_real: 0.374 D_fake: 0.175 +(epoch: 6, iters: 47720, time: 0.301, data: 0.019) G_GAN: 2.913 G_L1: 3.761 D_real: 0.092 D_fake: 0.285 +(epoch: 6, iters: 47820, time: 0.300, data: 0.018) G_GAN: 3.471 G_L1: 4.970 D_real: 0.097 D_fake: 0.293 +(epoch: 6, iters: 47920, time: 0.549, data: 0.016) G_GAN: 3.103 G_L1: 4.890 D_real: 0.621 D_fake: 0.136 +(epoch: 6, iters: 48020, time: 0.299, data: 0.020) G_GAN: 1.924 G_L1: 3.149 D_real: 0.665 D_fake: 0.140 +(epoch: 6, iters: 48120, time: 0.304, data: 0.021) G_GAN: 4.413 G_L1: 4.325 D_real: 0.149 D_fake: 0.049 +(epoch: 6, iters: 48220, time: 0.302, data: 0.022) G_GAN: 2.641 G_L1: 5.917 D_real: 0.235 D_fake: 0.219 +(epoch: 6, iters: 48320, time: 0.405, data: 0.017) G_GAN: 1.854 G_L1: 2.726 D_real: 0.678 D_fake: 0.146 +(epoch: 6, iters: 48420, time: 0.302, data: 0.019) G_GAN: 2.067 G_L1: 3.255 D_real: 0.750 D_fake: 0.230 +(epoch: 6, iters: 48520, time: 0.301, data: 0.019) G_GAN: 2.751 G_L1: 5.705 D_real: 0.436 D_fake: 0.304 +(epoch: 6, iters: 48620, time: 0.303, data: 0.018) G_GAN: 2.867 G_L1: 3.756 D_real: 0.034 D_fake: 0.613 +(epoch: 6, iters: 48720, time: 0.390, data: 0.020) G_GAN: 2.594 G_L1: 3.625 D_real: 0.208 D_fake: 0.594 +(epoch: 6, iters: 48820, time: 0.308, data: 0.020) G_GAN: 1.453 G_L1: 3.576 D_real: 0.368 D_fake: 0.662 +(epoch: 6, iters: 48920, time: 0.304, data: 0.017) G_GAN: 2.768 G_L1: 4.255 D_real: 0.095 D_fake: 0.189 +(epoch: 6, iters: 49020, time: 0.305, data: 0.017) G_GAN: 2.460 G_L1: 3.213 D_real: 0.401 D_fake: 1.145 +(epoch: 6, iters: 49120, time: 0.408, data: 0.017) G_GAN: 3.060 G_L1: 4.513 D_real: 0.420 D_fake: 0.165 +(epoch: 6, iters: 49220, time: 0.297, data: 0.018) G_GAN: 2.189 G_L1: 3.163 D_real: 0.175 D_fake: 0.293 +(epoch: 6, iters: 49320, time: 0.294, data: 0.016) G_GAN: 2.303 G_L1: 4.879 D_real: 0.222 D_fake: 0.388 +(epoch: 6, iters: 49420, time: 0.307, data: 0.017) G_GAN: 2.108 G_L1: 5.179 D_real: 0.932 D_fake: 0.051 +(epoch: 6, iters: 49520, time: 0.422, data: 0.022) G_GAN: 2.603 G_L1: 3.765 D_real: 0.166 D_fake: 0.230 +(epoch: 6, iters: 49620, time: 0.304, data: 0.021) G_GAN: 2.759 G_L1: 3.663 D_real: 0.234 D_fake: 0.256 +(epoch: 6, iters: 49720, time: 0.302, data: 0.017) G_GAN: 3.645 G_L1: 4.325 D_real: 0.375 D_fake: 0.268 +(epoch: 6, iters: 49820, time: 0.296, data: 0.020) G_GAN: 2.447 G_L1: 3.980 D_real: 0.441 D_fake: 0.070 +(epoch: 6, iters: 49920, time: 0.531, data: 0.017) G_GAN: 2.096 G_L1: 3.043 D_real: 0.308 D_fake: 0.142 +(epoch: 6, iters: 50020, time: 0.294, data: 0.020) G_GAN: 3.228 G_L1: 4.192 D_real: 0.220 D_fake: 0.227 +(epoch: 6, iters: 50120, time: 0.289, data: 0.016) G_GAN: 2.413 G_L1: 3.737 D_real: 0.305 D_fake: 0.569 +(epoch: 6, iters: 50220, time: 0.298, data: 0.015) G_GAN: 2.722 G_L1: 4.053 D_real: 0.932 D_fake: 0.252 +(epoch: 6, iters: 50320, time: 0.407, data: 0.015) G_GAN: 3.124 G_L1: 3.550 D_real: 0.099 D_fake: 0.477 +(epoch: 6, iters: 50420, time: 0.289, data: 0.018) G_GAN: 3.932 G_L1: 4.969 D_real: 0.302 D_fake: 0.027 +(epoch: 6, iters: 50520, time: 0.299, data: 0.015) G_GAN: 2.470 G_L1: 4.466 D_real: 0.454 D_fake: 0.051 +(epoch: 6, iters: 50620, time: 0.299, data: 0.019) G_GAN: 3.287 G_L1: 7.442 D_real: 0.347 D_fake: 0.292 +(epoch: 6, iters: 50720, time: 0.428, data: 0.020) G_GAN: 3.030 G_L1: 6.673 D_real: 0.010 D_fake: 0.391 +(epoch: 6, iters: 50820, time: 0.290, data: 0.022) G_GAN: 3.307 G_L1: 3.795 D_real: 0.184 D_fake: 0.222 +(epoch: 6, iters: 50920, time: 0.295, data: 0.017) G_GAN: 2.658 G_L1: 3.598 D_real: 0.069 D_fake: 0.750 +(epoch: 6, iters: 51020, time: 0.305, data: 0.016) G_GAN: 3.011 G_L1: 3.259 D_real: 1.240 D_fake: 0.027 +(epoch: 6, iters: 51120, time: 0.409, data: 0.019) G_GAN: 1.460 G_L1: 3.435 D_real: 0.474 D_fake: 0.437 +(epoch: 6, iters: 51220, time: 0.305, data: 0.019) G_GAN: 2.654 G_L1: 3.111 D_real: 0.919 D_fake: 0.217 +(epoch: 6, iters: 51320, time: 0.298, data: 0.020) G_GAN: 2.823 G_L1: 3.552 D_real: 0.103 D_fake: 0.948 +(epoch: 6, iters: 51420, time: 0.302, data: 0.018) G_GAN: 2.607 G_L1: 2.893 D_real: 0.144 D_fake: 0.260 +(epoch: 6, iters: 51520, time: 0.371, data: 0.016) G_GAN: 1.824 G_L1: 2.659 D_real: 0.823 D_fake: 0.074 +(epoch: 6, iters: 51620, time: 0.302, data: 0.018) G_GAN: 3.426 G_L1: 5.889 D_real: 0.064 D_fake: 0.647 +(epoch: 6, iters: 51720, time: 0.300, data: 0.019) G_GAN: 2.833 G_L1: 5.540 D_real: 0.469 D_fake: 0.127 +(epoch: 6, iters: 51820, time: 0.304, data: 0.018) G_GAN: 2.123 G_L1: 2.781 D_real: 0.187 D_fake: 0.460 +(epoch: 6, iters: 51920, time: 0.550, data: 0.021) G_GAN: 3.657 G_L1: 5.503 D_real: 0.090 D_fake: 0.094 +(epoch: 6, iters: 52020, time: 0.300, data: 0.017) G_GAN: 2.981 G_L1: 2.844 D_real: 0.138 D_fake: 0.241 +(epoch: 6, iters: 52120, time: 0.294, data: 0.020) G_GAN: 2.678 G_L1: 4.783 D_real: 0.188 D_fake: 0.324 +(epoch: 6, iters: 52220, time: 0.299, data: 0.017) G_GAN: 1.789 G_L1: 3.233 D_real: 1.031 D_fake: 0.128 +(epoch: 6, iters: 52320, time: 0.423, data: 0.017) G_GAN: 1.840 G_L1: 3.179 D_real: 0.302 D_fake: 0.596 +(epoch: 6, iters: 52420, time: 0.292, data: 0.022) G_GAN: 2.834 G_L1: 3.366 D_real: 0.131 D_fake: 0.124 +(epoch: 6, iters: 52520, time: 0.297, data: 0.016) G_GAN: 2.629 G_L1: 6.452 D_real: 0.013 D_fake: 0.474 +(epoch: 6, iters: 52620, time: 0.303, data: 0.015) G_GAN: 2.033 G_L1: 3.510 D_real: 0.836 D_fake: 0.077 +(epoch: 6, iters: 52720, time: 0.417, data: 0.017) G_GAN: 1.886 G_L1: 2.835 D_real: 0.387 D_fake: 0.419 +(epoch: 6, iters: 52820, time: 0.293, data: 0.019) G_GAN: 1.983 G_L1: 5.773 D_real: 0.516 D_fake: 0.240 +(epoch: 6, iters: 52920, time: 0.304, data: 0.016) G_GAN: 2.883 G_L1: 4.198 D_real: 0.270 D_fake: 0.784 +(epoch: 6, iters: 53020, time: 0.303, data: 0.016) G_GAN: 2.529 G_L1: 3.740 D_real: 0.058 D_fake: 0.406 +(epoch: 6, iters: 53120, time: 0.395, data: 0.017) G_GAN: 2.758 G_L1: 3.228 D_real: 0.181 D_fake: 0.295 +(epoch: 6, iters: 53220, time: 0.310, data: 0.019) G_GAN: 2.135 G_L1: 3.589 D_real: 0.340 D_fake: 0.209 +(epoch: 6, iters: 53320, time: 0.293, data: 0.017) G_GAN: 2.649 G_L1: 3.223 D_real: 0.437 D_fake: 0.172 +(epoch: 6, iters: 53420, time: 0.289, data: 0.019) G_GAN: 2.430 G_L1: 2.975 D_real: 0.165 D_fake: 0.439 +(epoch: 6, iters: 53520, time: 0.412, data: 0.018) G_GAN: 1.807 G_L1: 3.313 D_real: 0.750 D_fake: 0.144 +(epoch: 6, iters: 53620, time: 0.291, data: 0.022) G_GAN: 1.772 G_L1: 3.732 D_real: 0.130 D_fake: 0.736 +(epoch: 6, iters: 53720, time: 0.293, data: 0.014) G_GAN: 3.675 G_L1: 3.593 D_real: 0.036 D_fake: 0.156 +(epoch: 6, iters: 53820, time: 0.304, data: 0.016) G_GAN: 3.235 G_L1: 3.646 D_real: 0.325 D_fake: 0.162 +(epoch: 6, iters: 53920, time: 0.477, data: 0.016) G_GAN: 1.735 G_L1: 3.778 D_real: 0.762 D_fake: 0.106 +(epoch: 6, iters: 54020, time: 0.297, data: 0.019) G_GAN: 2.457 G_L1: 2.661 D_real: 0.054 D_fake: 0.986 +(epoch: 6, iters: 54120, time: 0.295, data: 0.020) G_GAN: 2.449 G_L1: 3.352 D_real: 0.171 D_fake: 0.519 +(epoch: 6, iters: 54220, time: 0.296, data: 0.015) G_GAN: 2.789 G_L1: 3.473 D_real: 0.134 D_fake: 0.157 +(epoch: 6, iters: 54320, time: 0.416, data: 0.015) G_GAN: 4.237 G_L1: 7.495 D_real: 0.122 D_fake: 0.505 +(epoch: 6, iters: 54420, time: 0.298, data: 0.019) G_GAN: 3.334 G_L1: 3.350 D_real: 0.221 D_fake: 0.117 +(epoch: 6, iters: 54520, time: 0.299, data: 0.016) G_GAN: 2.281 G_L1: 3.302 D_real: 0.482 D_fake: 0.169 +(epoch: 6, iters: 54620, time: 0.292, data: 0.020) G_GAN: 3.385 G_L1: 3.957 D_real: 0.356 D_fake: 0.145 +(epoch: 6, iters: 54720, time: 0.410, data: 0.018) G_GAN: 1.751 G_L1: 4.856 D_real: 0.753 D_fake: 0.087 +(epoch: 6, iters: 54820, time: 0.300, data: 0.019) G_GAN: 1.840 G_L1: 3.383 D_real: 1.031 D_fake: 0.087 +(epoch: 6, iters: 54920, time: 0.295, data: 0.016) G_GAN: 1.867 G_L1: 7.316 D_real: 0.180 D_fake: 0.446 +(epoch: 6, iters: 55020, time: 0.302, data: 0.019) G_GAN: 2.091 G_L1: 5.249 D_real: 0.620 D_fake: 0.082 +(epoch: 6, iters: 55120, time: 0.387, data: 0.018) G_GAN: 1.647 G_L1: 4.042 D_real: 0.719 D_fake: 0.323 +(epoch: 6, iters: 55220, time: 0.289, data: 0.019) G_GAN: 3.512 G_L1: 3.872 D_real: 0.168 D_fake: 0.159 +(epoch: 6, iters: 55320, time: 0.297, data: 0.016) G_GAN: 2.144 G_L1: 3.668 D_real: 0.143 D_fake: 0.322 +(epoch: 6, iters: 55420, time: 0.287, data: 0.016) G_GAN: 2.232 G_L1: 3.703 D_real: 0.409 D_fake: 0.134 +(epoch: 6, iters: 55520, time: 0.402, data: 0.015) G_GAN: 3.393 G_L1: 4.160 D_real: 0.414 D_fake: 0.111 +(epoch: 6, iters: 55620, time: 0.301, data: 0.017) G_GAN: 2.106 G_L1: 4.252 D_real: 1.027 D_fake: 0.222 +(epoch: 6, iters: 55720, time: 0.295, data: 0.016) G_GAN: 3.414 G_L1: 4.200 D_real: 0.472 D_fake: 0.111 +(epoch: 6, iters: 55820, time: 0.292, data: 0.015) G_GAN: 1.570 G_L1: 2.719 D_real: 0.768 D_fake: 0.636 +(epoch: 6, iters: 55920, time: 0.503, data: 0.016) G_GAN: 2.350 G_L1: 4.218 D_real: 0.439 D_fake: 0.707 +(epoch: 6, iters: 56020, time: 0.292, data: 0.018) G_GAN: 2.556 G_L1: 5.339 D_real: 0.050 D_fake: 0.492 +(epoch: 6, iters: 56120, time: 0.293, data: 0.019) G_GAN: 3.537 G_L1: 4.182 D_real: 0.108 D_fake: 0.913 +(epoch: 6, iters: 56220, time: 0.293, data: 0.016) G_GAN: 1.745 G_L1: 4.028 D_real: 0.499 D_fake: 0.259 +(epoch: 6, iters: 56320, time: 0.396, data: 0.016) G_GAN: 2.225 G_L1: 3.907 D_real: 0.421 D_fake: 0.419 +(epoch: 6, iters: 56420, time: 0.293, data: 0.021) G_GAN: 3.577 G_L1: 5.397 D_real: 0.041 D_fake: 0.417 +(epoch: 6, iters: 56520, time: 0.302, data: 0.016) G_GAN: 3.050 G_L1: 5.023 D_real: 0.293 D_fake: 0.508 +(epoch: 6, iters: 56620, time: 0.301, data: 0.018) G_GAN: 3.096 G_L1: 3.707 D_real: 0.052 D_fake: 0.315 +(epoch: 6, iters: 56720, time: 0.423, data: 0.017) G_GAN: 3.084 G_L1: 4.720 D_real: 0.134 D_fake: 0.387 +(epoch: 6, iters: 56820, time: 0.286, data: 0.018) G_GAN: 2.797 G_L1: 3.673 D_real: 0.030 D_fake: 1.014 +(epoch: 6, iters: 56920, time: 0.293, data: 0.014) G_GAN: 3.094 G_L1: 6.250 D_real: 0.198 D_fake: 0.594 +(epoch: 6, iters: 57020, time: 0.299, data: 0.016) G_GAN: 2.839 G_L1: 3.399 D_real: 0.760 D_fake: 0.099 +(epoch: 6, iters: 57120, time: 0.409, data: 0.015) G_GAN: 3.348 G_L1: 3.467 D_real: 0.305 D_fake: 0.462 +(epoch: 6, iters: 57220, time: 0.290, data: 0.023) G_GAN: 1.664 G_L1: 3.250 D_real: 0.349 D_fake: 0.397 +(epoch: 6, iters: 57320, time: 0.291, data: 0.015) G_GAN: 1.392 G_L1: 4.974 D_real: 1.356 D_fake: 0.162 +(epoch: 6, iters: 57420, time: 0.293, data: 0.015) G_GAN: 2.140 G_L1: 3.527 D_real: 0.382 D_fake: 0.251 +(epoch: 6, iters: 57520, time: 0.389, data: 0.016) G_GAN: 3.276 G_L1: 3.036 D_real: 0.082 D_fake: 0.218 +(epoch: 6, iters: 57620, time: 0.298, data: 0.021) G_GAN: 1.217 G_L1: 3.590 D_real: 0.667 D_fake: 0.226 +(epoch: 6, iters: 57720, time: 0.302, data: 0.019) G_GAN: 2.801 G_L1: 4.090 D_real: 0.206 D_fake: 0.108 +(epoch: 6, iters: 57820, time: 0.298, data: 0.020) G_GAN: 2.592 G_L1: 3.383 D_real: 0.129 D_fake: 0.338 +(epoch: 6, iters: 57920, time: 0.533, data: 0.015) G_GAN: 3.082 G_L1: 3.636 D_real: 0.094 D_fake: 0.384 +(epoch: 6, iters: 58020, time: 0.292, data: 0.019) G_GAN: 1.148 G_L1: 3.734 D_real: 1.350 D_fake: 0.315 +(epoch: 6, iters: 58120, time: 0.295, data: 0.016) G_GAN: 2.054 G_L1: 4.536 D_real: 0.029 D_fake: 0.563 +(epoch: 6, iters: 58220, time: 0.294, data: 0.018) G_GAN: 1.661 G_L1: 2.967 D_real: 0.344 D_fake: 0.566 +(epoch: 6, iters: 58320, time: 0.404, data: 0.017) G_GAN: 2.540 G_L1: 5.313 D_real: 0.038 D_fake: 0.249 +(epoch: 6, iters: 58420, time: 0.299, data: 0.018) G_GAN: 2.590 G_L1: 4.100 D_real: 0.331 D_fake: 0.423 +(epoch: 6, iters: 58520, time: 0.298, data: 0.019) G_GAN: 2.031 G_L1: 3.085 D_real: 0.163 D_fake: 0.327 +(epoch: 6, iters: 58620, time: 0.295, data: 0.016) G_GAN: 3.020 G_L1: 3.457 D_real: 0.213 D_fake: 0.171 +(epoch: 6, iters: 58720, time: 0.413, data: 0.015) G_GAN: 1.840 G_L1: 2.457 D_real: 0.464 D_fake: 0.473 +(epoch: 6, iters: 58820, time: 0.294, data: 0.018) G_GAN: 2.831 G_L1: 5.521 D_real: 0.351 D_fake: 0.739 +(epoch: 6, iters: 58920, time: 0.302, data: 0.020) G_GAN: 2.626 G_L1: 4.302 D_real: 0.195 D_fake: 0.150 +(epoch: 6, iters: 59020, time: 0.294, data: 0.016) G_GAN: 1.962 G_L1: 2.613 D_real: 0.530 D_fake: 0.207 +(epoch: 6, iters: 59120, time: 0.407, data: 0.016) G_GAN: 2.688 G_L1: 4.877 D_real: 0.570 D_fake: 0.175 +(epoch: 6, iters: 59220, time: 0.287, data: 0.018) G_GAN: 3.568 G_L1: 4.516 D_real: 0.334 D_fake: 0.104 +(epoch: 6, iters: 59320, time: 0.300, data: 0.018) G_GAN: 2.796 G_L1: 4.393 D_real: 0.093 D_fake: 0.199 +(epoch: 6, iters: 59420, time: 0.289, data: 0.016) G_GAN: 1.969 G_L1: 3.080 D_real: 0.579 D_fake: 0.143 +(epoch: 6, iters: 59520, time: 0.376, data: 0.016) G_GAN: 3.090 G_L1: 4.998 D_real: 0.282 D_fake: 0.602 +(epoch: 6, iters: 59620, time: 0.281, data: 0.014) G_GAN: 3.815 G_L1: 6.075 D_real: 0.456 D_fake: 0.095 +(epoch: 6, iters: 59720, time: 0.306, data: 0.015) G_GAN: 2.079 G_L1: 5.104 D_real: 0.120 D_fake: 0.721 +(epoch: 6, iters: 59820, time: 0.295, data: 0.017) G_GAN: 2.351 G_L1: 3.001 D_real: 0.104 D_fake: 0.499 +(epoch: 6, iters: 59920, time: 0.523, data: 0.016) G_GAN: 2.844 G_L1: 2.706 D_real: 0.430 D_fake: 0.177 +(epoch: 7, iters: 4, time: 0.221, data: 0.020) G_GAN: 2.138 G_L1: 4.321 D_real: 0.504 D_fake: 0.166 +(epoch: 7, iters: 104, time: 0.293, data: 0.016) G_GAN: 2.284 G_L1: 2.600 D_real: 0.356 D_fake: 0.274 +(epoch: 7, iters: 204, time: 0.304, data: 0.017) G_GAN: 1.568 G_L1: 2.986 D_real: 0.836 D_fake: 0.321 +(epoch: 7, iters: 304, time: 0.542, data: 0.021) G_GAN: 2.018 G_L1: 3.650 D_real: 0.385 D_fake: 0.124 +(epoch: 7, iters: 404, time: 0.302, data: 0.023) G_GAN: 2.906 G_L1: 5.665 D_real: 0.228 D_fake: 0.272 +(epoch: 7, iters: 504, time: 0.298, data: 0.018) G_GAN: 2.011 G_L1: 3.467 D_real: 0.296 D_fake: 0.205 +(epoch: 7, iters: 604, time: 0.299, data: 0.017) G_GAN: 2.905 G_L1: 3.475 D_real: 0.295 D_fake: 0.355 +(epoch: 7, iters: 704, time: 0.422, data: 0.020) G_GAN: 2.530 G_L1: 5.405 D_real: 0.415 D_fake: 0.117 +(epoch: 7, iters: 804, time: 0.300, data: 0.020) G_GAN: 2.656 G_L1: 3.753 D_real: 0.291 D_fake: 0.178 +(epoch: 7, iters: 904, time: 0.299, data: 0.021) G_GAN: 2.810 G_L1: 4.368 D_real: 0.182 D_fake: 0.543 +(epoch: 7, iters: 1004, time: 0.304, data: 0.015) G_GAN: 3.332 G_L1: 4.432 D_real: 0.159 D_fake: 0.591 +(epoch: 7, iters: 1104, time: 0.389, data: 0.019) G_GAN: 1.878 G_L1: 2.447 D_real: 0.874 D_fake: 0.380 +(epoch: 7, iters: 1204, time: 0.305, data: 0.018) G_GAN: 3.262 G_L1: 5.861 D_real: 0.325 D_fake: 0.344 +(epoch: 7, iters: 1304, time: 0.289, data: 0.019) G_GAN: 2.036 G_L1: 3.463 D_real: 0.324 D_fake: 0.397 +(epoch: 7, iters: 1404, time: 0.300, data: 0.015) G_GAN: 4.044 G_L1: 4.155 D_real: 0.245 D_fake: 0.100 +(epoch: 7, iters: 1504, time: 0.392, data: 0.019) G_GAN: 2.539 G_L1: 2.874 D_real: 0.103 D_fake: 0.227 +(epoch: 7, iters: 1604, time: 0.302, data: 0.018) G_GAN: 1.794 G_L1: 3.436 D_real: 0.606 D_fake: 0.183 +(epoch: 7, iters: 1704, time: 0.299, data: 0.023) G_GAN: 2.195 G_L1: 2.670 D_real: 0.081 D_fake: 0.962 +(epoch: 7, iters: 1804, time: 0.294, data: 0.017) G_GAN: 2.451 G_L1: 3.595 D_real: 0.021 D_fake: 1.021 +(epoch: 7, iters: 1904, time: 0.533, data: 0.020) G_GAN: 1.947 G_L1: 4.048 D_real: 0.417 D_fake: 0.197 +(epoch: 7, iters: 2004, time: 0.302, data: 0.019) G_GAN: 2.007 G_L1: 2.619 D_real: 0.397 D_fake: 0.220 +(epoch: 7, iters: 2104, time: 0.299, data: 0.020) G_GAN: 2.155 G_L1: 3.395 D_real: 0.107 D_fake: 0.286 +(epoch: 7, iters: 2204, time: 0.299, data: 0.017) G_GAN: 2.887 G_L1: 4.099 D_real: 0.111 D_fake: 0.468 +(epoch: 7, iters: 2304, time: 0.426, data: 0.017) G_GAN: 2.493 G_L1: 4.335 D_real: 0.220 D_fake: 0.266 +(epoch: 7, iters: 2404, time: 0.296, data: 0.019) G_GAN: 2.682 G_L1: 3.564 D_real: 0.069 D_fake: 0.192 +(epoch: 7, iters: 2504, time: 0.302, data: 0.017) G_GAN: 3.398 G_L1: 4.171 D_real: 0.404 D_fake: 0.107 +(epoch: 7, iters: 2604, time: 0.296, data: 0.017) G_GAN: 2.556 G_L1: 3.390 D_real: 0.027 D_fake: 0.519 +(epoch: 7, iters: 2704, time: 0.422, data: 0.017) G_GAN: 2.384 G_L1: 4.041 D_real: 0.341 D_fake: 0.729 +(epoch: 7, iters: 2804, time: 0.293, data: 0.020) G_GAN: 2.898 G_L1: 3.725 D_real: 0.093 D_fake: 0.242 +(epoch: 7, iters: 2904, time: 0.292, data: 0.020) G_GAN: 2.664 G_L1: 3.032 D_real: 0.158 D_fake: 0.299 +(epoch: 7, iters: 3004, time: 0.296, data: 0.017) G_GAN: 4.112 G_L1: 3.909 D_real: 0.212 D_fake: 0.343 +(epoch: 7, iters: 3104, time: 0.419, data: 0.017) G_GAN: 2.116 G_L1: 3.653 D_real: 0.590 D_fake: 0.152 +(epoch: 7, iters: 3204, time: 0.295, data: 0.019) G_GAN: 2.557 G_L1: 4.389 D_real: 0.408 D_fake: 0.210 +(epoch: 7, iters: 3304, time: 0.295, data: 0.017) G_GAN: 3.174 G_L1: 4.742 D_real: 0.011 D_fake: 0.320 +(epoch: 7, iters: 3404, time: 0.299, data: 0.024) G_GAN: 2.466 G_L1: 4.746 D_real: 0.705 D_fake: 0.074 +(epoch: 7, iters: 3504, time: 0.412, data: 0.019) G_GAN: 2.353 G_L1: 3.294 D_real: 0.238 D_fake: 0.316 +(epoch: 7, iters: 3604, time: 0.296, data: 0.018) G_GAN: 1.914 G_L1: 3.119 D_real: 0.362 D_fake: 0.609 +(epoch: 7, iters: 3704, time: 0.300, data: 0.016) G_GAN: 2.785 G_L1: 4.706 D_real: 0.136 D_fake: 0.662 +(epoch: 7, iters: 3804, time: 0.294, data: 0.023) G_GAN: 3.095 G_L1: 7.123 D_real: 0.286 D_fake: 0.741 +(epoch: 7, iters: 3904, time: 0.525, data: 0.019) G_GAN: 2.917 G_L1: 4.063 D_real: 0.200 D_fake: 0.859 +(epoch: 7, iters: 4004, time: 0.301, data: 0.018) G_GAN: 2.094 G_L1: 3.522 D_real: 0.320 D_fake: 0.428 +(epoch: 7, iters: 4104, time: 0.292, data: 0.020) G_GAN: 1.909 G_L1: 4.897 D_real: 1.007 D_fake: 0.085 +(epoch: 7, iters: 4204, time: 0.296, data: 0.015) G_GAN: 2.747 G_L1: 4.518 D_real: 0.016 D_fake: 0.736 +(epoch: 7, iters: 4304, time: 0.414, data: 0.016) G_GAN: 2.694 G_L1: 4.153 D_real: 0.105 D_fake: 0.294 +(epoch: 7, iters: 4404, time: 0.287, data: 0.019) G_GAN: 2.678 G_L1: 3.652 D_real: 0.290 D_fake: 0.172 +(epoch: 7, iters: 4504, time: 0.308, data: 0.019) G_GAN: 2.446 G_L1: 2.843 D_real: 0.191 D_fake: 0.446 +(epoch: 7, iters: 4604, time: 0.300, data: 0.017) G_GAN: 1.884 G_L1: 3.470 D_real: 0.492 D_fake: 0.206 +(epoch: 7, iters: 4704, time: 0.383, data: 0.017) G_GAN: 2.899 G_L1: 6.713 D_real: 0.044 D_fake: 0.282 +(epoch: 7, iters: 4804, time: 0.291, data: 0.017) G_GAN: 2.534 G_L1: 5.304 D_real: 0.143 D_fake: 0.581 +(epoch: 7, iters: 4904, time: 0.297, data: 0.014) G_GAN: 1.629 G_L1: 3.918 D_real: 0.719 D_fake: 0.111 +(epoch: 7, iters: 5004, time: 0.300, data: 0.018) G_GAN: 2.383 G_L1: 3.503 D_real: 0.494 D_fake: 0.205 +(epoch: 7, iters: 5104, time: 0.420, data: 0.017) G_GAN: 2.466 G_L1: 4.674 D_real: 0.216 D_fake: 0.261 +(epoch: 7, iters: 5204, time: 0.295, data: 0.019) G_GAN: 2.512 G_L1: 2.679 D_real: 0.040 D_fake: 0.748 +(epoch: 7, iters: 5304, time: 0.295, data: 0.015) G_GAN: 1.570 G_L1: 4.832 D_real: 0.873 D_fake: 0.167 +(epoch: 7, iters: 5404, time: 0.293, data: 0.018) G_GAN: 2.602 G_L1: 4.012 D_real: 0.387 D_fake: 0.276 +(epoch: 7, iters: 5504, time: 0.397, data: 0.018) G_GAN: 2.138 G_L1: 3.055 D_real: 0.133 D_fake: 0.283 +(epoch: 7, iters: 5604, time: 0.303, data: 0.022) G_GAN: 1.482 G_L1: 4.079 D_real: 0.445 D_fake: 0.268 +(epoch: 7, iters: 5704, time: 0.298, data: 0.017) G_GAN: 2.445 G_L1: 4.140 D_real: 0.337 D_fake: 0.228 +(epoch: 7, iters: 5804, time: 0.300, data: 0.015) G_GAN: 1.905 G_L1: 2.896 D_real: 0.501 D_fake: 0.383 +(epoch: 7, iters: 5904, time: 0.531, data: 0.019) G_GAN: 2.691 G_L1: 3.608 D_real: 0.188 D_fake: 0.082 +(epoch: 7, iters: 6004, time: 0.299, data: 0.018) G_GAN: 2.299 G_L1: 3.258 D_real: 0.434 D_fake: 0.173 +(epoch: 7, iters: 6104, time: 0.303, data: 0.016) G_GAN: 2.371 G_L1: 3.003 D_real: 0.212 D_fake: 0.181 +(epoch: 7, iters: 6204, time: 0.303, data: 0.015) G_GAN: 2.388 G_L1: 4.553 D_real: 0.167 D_fake: 0.276 +(epoch: 7, iters: 6304, time: 0.401, data: 0.018) G_GAN: 2.077 G_L1: 5.383 D_real: 0.306 D_fake: 0.427 +(epoch: 7, iters: 6404, time: 0.298, data: 0.018) G_GAN: 3.232 G_L1: 3.545 D_real: 0.092 D_fake: 0.522 +(epoch: 7, iters: 6504, time: 0.292, data: 0.018) G_GAN: 3.539 G_L1: 4.657 D_real: 0.301 D_fake: 0.237 +(epoch: 7, iters: 6604, time: 0.304, data: 0.019) G_GAN: 1.810 G_L1: 5.491 D_real: 0.549 D_fake: 0.164 +(epoch: 7, iters: 6704, time: 0.422, data: 0.016) G_GAN: 2.300 G_L1: 4.582 D_real: 0.353 D_fake: 0.222 +(epoch: 7, iters: 6804, time: 0.296, data: 0.018) G_GAN: 2.328 G_L1: 4.057 D_real: 0.107 D_fake: 0.690 +(epoch: 7, iters: 6904, time: 0.307, data: 0.014) G_GAN: 2.368 G_L1: 3.754 D_real: 0.693 D_fake: 0.174 +(epoch: 7, iters: 7004, time: 0.303, data: 0.016) G_GAN: 3.363 G_L1: 3.434 D_real: 0.477 D_fake: 0.089 +(epoch: 7, iters: 7104, time: 0.419, data: 0.016) G_GAN: 2.996 G_L1: 4.929 D_real: 0.118 D_fake: 0.576 +(epoch: 7, iters: 7204, time: 0.299, data: 0.018) G_GAN: 2.493 G_L1: 7.629 D_real: 0.111 D_fake: 0.133 +(epoch: 7, iters: 7304, time: 0.286, data: 0.019) G_GAN: 2.786 G_L1: 8.784 D_real: 0.511 D_fake: 0.089 +(epoch: 7, iters: 7404, time: 0.301, data: 0.014) G_GAN: 5.253 G_L1: 4.959 D_real: 0.468 D_fake: 0.023 +(epoch: 7, iters: 7504, time: 0.413, data: 0.017) G_GAN: 2.698 G_L1: 3.808 D_real: 0.206 D_fake: 0.301 +(epoch: 7, iters: 7604, time: 0.300, data: 0.017) G_GAN: 3.608 G_L1: 5.724 D_real: 0.167 D_fake: 0.443 +(epoch: 7, iters: 7704, time: 0.295, data: 0.017) G_GAN: 2.518 G_L1: 2.488 D_real: 0.162 D_fake: 0.504 +(epoch: 7, iters: 7804, time: 0.298, data: 0.019) G_GAN: 5.274 G_L1: 7.530 D_real: 0.027 D_fake: 0.074 +(epoch: 7, iters: 7904, time: 0.526, data: 0.015) G_GAN: 2.559 G_L1: 3.418 D_real: 0.360 D_fake: 0.282 +(epoch: 7, iters: 8004, time: 0.289, data: 0.017) G_GAN: 3.974 G_L1: 6.350 D_real: 0.155 D_fake: 0.064 +(epoch: 7, iters: 8104, time: 0.275, data: 0.014) G_GAN: 2.003 G_L1: 6.046 D_real: 0.873 D_fake: 0.376 +(epoch: 7, iters: 8204, time: 0.297, data: 0.013) G_GAN: 2.315 G_L1: 4.899 D_real: 0.324 D_fake: 0.335 +(epoch: 7, iters: 8304, time: 0.414, data: 0.017) G_GAN: 2.198 G_L1: 4.178 D_real: 0.501 D_fake: 0.503 +(epoch: 7, iters: 8404, time: 0.294, data: 0.018) G_GAN: 2.509 G_L1: 4.283 D_real: 0.636 D_fake: 0.088 +(epoch: 7, iters: 8504, time: 0.292, data: 0.015) G_GAN: 1.984 G_L1: 3.326 D_real: 0.388 D_fake: 0.255 +(epoch: 7, iters: 8604, time: 0.281, data: 0.014) G_GAN: 2.859 G_L1: 3.831 D_real: 0.212 D_fake: 0.243 +(epoch: 7, iters: 8704, time: 0.399, data: 0.018) G_GAN: 2.990 G_L1: 4.276 D_real: 0.003 D_fake: 0.651 +(epoch: 7, iters: 8804, time: 0.297, data: 0.018) G_GAN: 3.391 G_L1: 3.345 D_real: 0.186 D_fake: 0.339 +(epoch: 7, iters: 8904, time: 0.285, data: 0.017) G_GAN: 2.779 G_L1: 3.248 D_real: 0.167 D_fake: 0.277 +(epoch: 7, iters: 9004, time: 0.293, data: 0.015) G_GAN: 3.547 G_L1: 4.546 D_real: 0.119 D_fake: 0.487 +(epoch: 7, iters: 9104, time: 0.417, data: 0.015) G_GAN: 2.328 G_L1: 3.185 D_real: 0.261 D_fake: 0.377 +(epoch: 7, iters: 9204, time: 0.286, data: 0.019) G_GAN: 2.365 G_L1: 4.624 D_real: 0.175 D_fake: 0.304 +(epoch: 7, iters: 9304, time: 0.290, data: 0.014) G_GAN: 2.378 G_L1: 5.695 D_real: 0.206 D_fake: 0.555 +(epoch: 7, iters: 9404, time: 0.300, data: 0.019) G_GAN: 4.283 G_L1: 6.436 D_real: 0.005 D_fake: 0.634 +(epoch: 7, iters: 9504, time: 0.415, data: 0.019) G_GAN: 4.262 G_L1: 6.027 D_real: 0.304 D_fake: 0.604 +(epoch: 7, iters: 9604, time: 0.294, data: 0.018) G_GAN: 3.152 G_L1: 4.528 D_real: 0.310 D_fake: 0.091 +(epoch: 7, iters: 9704, time: 0.303, data: 0.017) G_GAN: 3.622 G_L1: 6.341 D_real: 0.155 D_fake: 0.136 +(epoch: 7, iters: 9804, time: 0.285, data: 0.016) G_GAN: 1.593 G_L1: 3.196 D_real: 0.777 D_fake: 0.127 +(epoch: 7, iters: 9904, time: 0.526, data: 0.017) G_GAN: 3.529 G_L1: 3.728 D_real: 0.306 D_fake: 0.036 +(epoch: 7, iters: 10004, time: 0.298, data: 0.018) G_GAN: 2.046 G_L1: 5.830 D_real: 0.271 D_fake: 0.374 +(epoch: 7, iters: 10104, time: 0.303, data: 0.017) G_GAN: 1.600 G_L1: 1.748 D_real: 1.066 D_fake: 0.149 +(epoch: 7, iters: 10204, time: 0.297, data: 0.017) G_GAN: 2.576 G_L1: 5.634 D_real: 0.480 D_fake: 0.133 +(epoch: 7, iters: 10304, time: 0.415, data: 0.016) G_GAN: 4.361 G_L1: 4.620 D_real: 0.050 D_fake: 0.465 +(epoch: 7, iters: 10404, time: 0.297, data: 0.019) G_GAN: 2.965 G_L1: 3.918 D_real: 0.563 D_fake: 0.148 +(epoch: 7, iters: 10504, time: 0.297, data: 0.016) G_GAN: 2.732 G_L1: 4.918 D_real: 0.040 D_fake: 0.190 +(epoch: 7, iters: 10604, time: 0.288, data: 0.019) G_GAN: 2.908 G_L1: 2.857 D_real: 0.306 D_fake: 0.086 +(epoch: 7, iters: 10704, time: 0.391, data: 0.015) G_GAN: 3.430 G_L1: 4.075 D_real: 0.346 D_fake: 0.121 +(epoch: 7, iters: 10804, time: 0.284, data: 0.019) G_GAN: 1.956 G_L1: 3.516 D_real: 1.292 D_fake: 0.048 +(epoch: 7, iters: 10904, time: 0.302, data: 0.016) G_GAN: 2.554 G_L1: 4.823 D_real: 0.064 D_fake: 0.430 +(epoch: 7, iters: 11004, time: 0.301, data: 0.017) G_GAN: 2.008 G_L1: 3.838 D_real: 0.441 D_fake: 0.193 +(epoch: 7, iters: 11104, time: 0.404, data: 0.018) G_GAN: 2.321 G_L1: 3.415 D_real: 0.156 D_fake: 0.107 +(epoch: 7, iters: 11204, time: 0.293, data: 0.018) G_GAN: 2.150 G_L1: 3.204 D_real: 0.493 D_fake: 0.196 +(epoch: 7, iters: 11304, time: 0.295, data: 0.017) G_GAN: 2.391 G_L1: 3.194 D_real: 0.489 D_fake: 0.108 +(epoch: 7, iters: 11404, time: 0.293, data: 0.019) G_GAN: 1.968 G_L1: 6.286 D_real: 0.565 D_fake: 0.306 +(epoch: 7, iters: 11504, time: 0.414, data: 0.020) G_GAN: 2.057 G_L1: 4.847 D_real: 0.593 D_fake: 0.175 +(epoch: 7, iters: 11604, time: 0.296, data: 0.019) G_GAN: 3.384 G_L1: 3.948 D_real: 0.280 D_fake: 0.114 +(epoch: 7, iters: 11704, time: 0.293, data: 0.020) G_GAN: 2.572 G_L1: 3.979 D_real: 0.495 D_fake: 0.278 +(epoch: 7, iters: 11804, time: 0.302, data: 0.020) G_GAN: 3.580 G_L1: 4.108 D_real: 0.522 D_fake: 0.721 +(epoch: 7, iters: 11904, time: 0.546, data: 0.017) G_GAN: 3.039 G_L1: 4.399 D_real: 0.076 D_fake: 0.180 +(epoch: 7, iters: 12004, time: 0.300, data: 0.018) G_GAN: 3.317 G_L1: 4.866 D_real: 0.015 D_fake: 0.253 +(epoch: 7, iters: 12104, time: 0.304, data: 0.017) G_GAN: 1.669 G_L1: 4.781 D_real: 0.757 D_fake: 0.155 +(epoch: 7, iters: 12204, time: 0.299, data: 0.017) G_GAN: 2.293 G_L1: 4.433 D_real: 0.447 D_fake: 0.150 +(epoch: 7, iters: 12304, time: 0.372, data: 0.016) G_GAN: 2.914 G_L1: 3.679 D_real: 0.228 D_fake: 0.707 +(epoch: 7, iters: 12404, time: 0.307, data: 0.019) G_GAN: 1.988 G_L1: 4.761 D_real: 0.561 D_fake: 0.395 +(epoch: 7, iters: 12504, time: 0.293, data: 0.016) G_GAN: 3.020 G_L1: 3.749 D_real: 0.110 D_fake: 0.729 +(epoch: 7, iters: 12604, time: 0.302, data: 0.016) G_GAN: 1.924 G_L1: 5.367 D_real: 0.543 D_fake: 0.319 +(epoch: 7, iters: 12704, time: 0.407, data: 0.017) G_GAN: 2.503 G_L1: 3.513 D_real: 0.438 D_fake: 0.148 +(epoch: 7, iters: 12804, time: 0.300, data: 0.018) G_GAN: 1.408 G_L1: 3.859 D_real: 0.610 D_fake: 0.309 +(epoch: 7, iters: 12904, time: 0.293, data: 0.018) G_GAN: 2.846 G_L1: 7.670 D_real: 0.208 D_fake: 0.144 +(epoch: 7, iters: 13004, time: 0.302, data: 0.018) G_GAN: 2.860 G_L1: 3.047 D_real: 0.371 D_fake: 0.202 +(epoch: 7, iters: 13104, time: 0.408, data: 0.018) G_GAN: 3.350 G_L1: 3.644 D_real: 0.547 D_fake: 0.108 +(epoch: 7, iters: 13204, time: 0.304, data: 0.021) G_GAN: 2.095 G_L1: 3.044 D_real: 0.222 D_fake: 0.367 +(epoch: 7, iters: 13304, time: 0.304, data: 0.016) G_GAN: 2.464 G_L1: 2.982 D_real: 0.203 D_fake: 0.126 +(epoch: 7, iters: 13404, time: 0.289, data: 0.016) G_GAN: 2.757 G_L1: 3.604 D_real: 0.458 D_fake: 0.045 +(epoch: 7, iters: 13504, time: 0.412, data: 0.017) G_GAN: 1.513 G_L1: 3.371 D_real: 0.877 D_fake: 0.198 +(epoch: 7, iters: 13604, time: 0.300, data: 0.020) G_GAN: 2.650 G_L1: 3.383 D_real: 0.232 D_fake: 0.359 +(epoch: 7, iters: 13704, time: 0.297, data: 0.019) G_GAN: 2.616 G_L1: 3.742 D_real: 0.192 D_fake: 0.220 +(epoch: 7, iters: 13804, time: 0.295, data: 0.017) G_GAN: 3.353 G_L1: 3.730 D_real: 0.278 D_fake: 0.535 +(epoch: 7, iters: 13904, time: 0.498, data: 0.015) G_GAN: 1.690 G_L1: 5.091 D_real: 0.748 D_fake: 0.164 +(epoch: 7, iters: 14004, time: 0.304, data: 0.017) G_GAN: 2.170 G_L1: 6.641 D_real: 0.545 D_fake: 0.207 +(epoch: 7, iters: 14104, time: 0.300, data: 0.020) G_GAN: 3.304 G_L1: 5.639 D_real: 0.018 D_fake: 0.165 +(epoch: 7, iters: 14204, time: 0.299, data: 0.019) G_GAN: 3.038 G_L1: 4.942 D_real: 0.114 D_fake: 0.159 +(epoch: 7, iters: 14304, time: 0.406, data: 0.016) G_GAN: 2.917 G_L1: 4.805 D_real: 0.359 D_fake: 0.128 +(epoch: 7, iters: 14404, time: 0.297, data: 0.028) G_GAN: 2.451 G_L1: 2.976 D_real: 0.415 D_fake: 0.067 +(epoch: 7, iters: 14504, time: 0.296, data: 0.016) G_GAN: 1.856 G_L1: 2.702 D_real: 0.118 D_fake: 0.451 +(epoch: 7, iters: 14604, time: 0.305, data: 0.017) G_GAN: 2.901 G_L1: 4.055 D_real: 0.097 D_fake: 0.357 +(epoch: 7, iters: 14704, time: 0.387, data: 0.017) G_GAN: 2.408 G_L1: 3.070 D_real: 0.258 D_fake: 0.440 +(epoch: 7, iters: 14804, time: 0.298, data: 0.020) G_GAN: 2.866 G_L1: 4.059 D_real: 0.113 D_fake: 0.211 +(epoch: 7, iters: 14904, time: 0.296, data: 0.016) G_GAN: 1.368 G_L1: 3.191 D_real: 0.497 D_fake: 0.210 +(epoch: 7, iters: 15004, time: 0.305, data: 0.019) G_GAN: 2.459 G_L1: 4.246 D_real: 0.099 D_fake: 0.338 +(epoch: 7, iters: 15104, time: 0.419, data: 0.018) G_GAN: 1.601 G_L1: 3.830 D_real: 0.528 D_fake: 0.175 +(epoch: 7, iters: 15204, time: 0.303, data: 0.018) G_GAN: 2.712 G_L1: 3.180 D_real: 0.418 D_fake: 0.190 +(epoch: 7, iters: 15304, time: 0.303, data: 0.019) G_GAN: 2.861 G_L1: 3.775 D_real: 0.074 D_fake: 0.749 +(epoch: 7, iters: 15404, time: 0.304, data: 0.018) G_GAN: 3.252 G_L1: 4.616 D_real: 0.396 D_fake: 0.103 +(epoch: 7, iters: 15504, time: 0.416, data: 0.017) G_GAN: 3.293 G_L1: 3.683 D_real: 0.116 D_fake: 0.155 +(epoch: 7, iters: 15604, time: 0.304, data: 0.018) G_GAN: 3.960 G_L1: 4.606 D_real: 0.003 D_fake: 0.541 +(epoch: 7, iters: 15704, time: 0.303, data: 0.017) G_GAN: 1.494 G_L1: 6.055 D_real: 0.475 D_fake: 0.321 +(epoch: 7, iters: 15804, time: 0.297, data: 0.019) G_GAN: 2.406 G_L1: 3.991 D_real: 0.259 D_fake: 0.167 +(epoch: 7, iters: 15904, time: 0.536, data: 0.018) G_GAN: 3.460 G_L1: 4.309 D_real: 0.287 D_fake: 0.065 +(epoch: 7, iters: 16004, time: 0.304, data: 0.017) G_GAN: 2.635 G_L1: 3.387 D_real: 0.146 D_fake: 0.228 +(epoch: 7, iters: 16104, time: 0.301, data: 0.016) G_GAN: 2.255 G_L1: 3.300 D_real: 0.363 D_fake: 0.312 +(epoch: 7, iters: 16204, time: 0.307, data: 0.016) G_GAN: 1.675 G_L1: 4.848 D_real: 0.355 D_fake: 0.659 +(epoch: 7, iters: 16304, time: 0.410, data: 0.021) G_GAN: 2.746 G_L1: 6.253 D_real: 0.114 D_fake: 0.174 +(epoch: 7, iters: 16404, time: 0.293, data: 0.019) G_GAN: 2.391 G_L1: 4.150 D_real: 0.474 D_fake: 0.193 +(epoch: 7, iters: 16504, time: 0.292, data: 0.018) G_GAN: 2.002 G_L1: 2.935 D_real: 0.250 D_fake: 0.330 +(epoch: 7, iters: 16604, time: 0.289, data: 0.016) G_GAN: 2.607 G_L1: 2.760 D_real: 0.182 D_fake: 0.268 +(epoch: 7, iters: 16704, time: 0.389, data: 0.016) G_GAN: 2.571 G_L1: 3.219 D_real: 0.003 D_fake: 0.422 +(epoch: 7, iters: 16804, time: 0.290, data: 0.018) G_GAN: 2.951 G_L1: 3.917 D_real: 0.629 D_fake: 0.153 +(epoch: 7, iters: 16904, time: 0.296, data: 0.016) G_GAN: 2.934 G_L1: 2.485 D_real: 0.151 D_fake: 0.140 +(epoch: 7, iters: 17004, time: 0.304, data: 0.018) G_GAN: 2.650 G_L1: 4.141 D_real: 0.261 D_fake: 0.126 +(epoch: 7, iters: 17104, time: 0.387, data: 0.017) G_GAN: 2.136 G_L1: 4.517 D_real: 0.695 D_fake: 0.130 +(epoch: 7, iters: 17204, time: 0.292, data: 0.020) G_GAN: 1.838 G_L1: 4.319 D_real: 0.324 D_fake: 0.243 +(epoch: 7, iters: 17304, time: 0.294, data: 0.017) G_GAN: 2.183 G_L1: 4.224 D_real: 0.148 D_fake: 0.597 +(epoch: 7, iters: 17404, time: 0.302, data: 0.016) G_GAN: 2.143 G_L1: 4.317 D_real: 0.936 D_fake: 0.138 +(epoch: 7, iters: 17504, time: 0.388, data: 0.018) G_GAN: 2.209 G_L1: 2.696 D_real: 1.024 D_fake: 0.125 +(epoch: 7, iters: 17604, time: 0.292, data: 0.018) G_GAN: 2.261 G_L1: 4.904 D_real: 0.396 D_fake: 0.281 +(epoch: 7, iters: 17704, time: 0.291, data: 0.017) G_GAN: 2.071 G_L1: 3.487 D_real: 0.642 D_fake: 0.106 +(epoch: 7, iters: 17804, time: 0.305, data: 0.019) G_GAN: 2.661 G_L1: 3.803 D_real: 0.736 D_fake: 0.173 +(epoch: 7, iters: 17904, time: 0.523, data: 0.018) G_GAN: 4.689 G_L1: 5.046 D_real: 0.034 D_fake: 0.861 +(epoch: 7, iters: 18004, time: 0.287, data: 0.019) G_GAN: 2.397 G_L1: 3.928 D_real: 0.141 D_fake: 0.603 +(epoch: 7, iters: 18104, time: 0.293, data: 0.016) G_GAN: 1.486 G_L1: 3.356 D_real: 0.329 D_fake: 0.539 +(epoch: 7, iters: 18204, time: 0.301, data: 0.015) G_GAN: 2.030 G_L1: 3.462 D_real: 0.620 D_fake: 0.181 +(epoch: 7, iters: 18304, time: 0.417, data: 0.016) G_GAN: 2.778 G_L1: 3.280 D_real: 0.169 D_fake: 0.181 +(epoch: 7, iters: 18404, time: 0.300, data: 0.019) G_GAN: 2.627 G_L1: 3.389 D_real: 0.338 D_fake: 0.099 +(epoch: 7, iters: 18504, time: 0.297, data: 0.018) G_GAN: 2.921 G_L1: 4.372 D_real: 0.023 D_fake: 0.195 +(epoch: 7, iters: 18604, time: 0.304, data: 0.017) G_GAN: 4.100 G_L1: 4.885 D_real: 0.068 D_fake: 0.070 +(epoch: 7, iters: 18704, time: 0.416, data: 0.020) G_GAN: 3.600 G_L1: 3.707 D_real: 0.264 D_fake: 0.145 +(epoch: 7, iters: 18804, time: 0.301, data: 0.019) G_GAN: 3.320 G_L1: 3.853 D_real: 0.238 D_fake: 0.179 +(epoch: 7, iters: 18904, time: 0.302, data: 0.019) G_GAN: 3.232 G_L1: 3.715 D_real: 0.086 D_fake: 0.709 +(epoch: 7, iters: 19004, time: 0.292, data: 0.017) G_GAN: 1.688 G_L1: 4.649 D_real: 0.758 D_fake: 0.172 +(epoch: 7, iters: 19104, time: 0.400, data: 0.017) G_GAN: 1.863 G_L1: 3.304 D_real: 0.555 D_fake: 0.304 +(epoch: 7, iters: 19204, time: 0.292, data: 0.018) G_GAN: 2.258 G_L1: 3.733 D_real: 0.144 D_fake: 0.324 +(epoch: 7, iters: 19304, time: 0.294, data: 0.015) G_GAN: 2.383 G_L1: 2.370 D_real: 0.153 D_fake: 0.647 +(epoch: 7, iters: 19404, time: 0.293, data: 0.017) G_GAN: 2.867 G_L1: 3.493 D_real: 0.127 D_fake: 0.113 +(epoch: 7, iters: 19504, time: 0.401, data: 0.017) G_GAN: 1.425 G_L1: 3.347 D_real: 0.356 D_fake: 0.317 +(epoch: 7, iters: 19604, time: 0.285, data: 0.018) G_GAN: 2.012 G_L1: 3.633 D_real: 0.543 D_fake: 0.118 +(epoch: 7, iters: 19704, time: 0.297, data: 0.016) G_GAN: 3.157 G_L1: 5.066 D_real: 0.076 D_fake: 0.438 +(epoch: 7, iters: 19804, time: 0.287, data: 0.015) G_GAN: 2.488 G_L1: 3.019 D_real: 0.315 D_fake: 0.464 +(epoch: 7, iters: 19904, time: 0.542, data: 0.014) G_GAN: 3.852 G_L1: 5.362 D_real: 0.044 D_fake: 0.221 +(epoch: 7, iters: 20004, time: 0.298, data: 0.019) G_GAN: 3.245 G_L1: 7.327 D_real: 0.241 D_fake: 0.094 +(epoch: 7, iters: 20104, time: 0.306, data: 0.019) G_GAN: 2.458 G_L1: 3.745 D_real: 0.141 D_fake: 0.162 +(epoch: 7, iters: 20204, time: 0.295, data: 0.018) G_GAN: 2.473 G_L1: 2.997 D_real: 0.089 D_fake: 0.593 +(epoch: 7, iters: 20304, time: 0.408, data: 0.017) G_GAN: 3.285 G_L1: 5.357 D_real: 0.512 D_fake: 0.292 +(epoch: 7, iters: 20404, time: 0.300, data: 0.022) G_GAN: 2.321 G_L1: 4.765 D_real: 0.110 D_fake: 0.200 +(epoch: 7, iters: 20504, time: 0.303, data: 0.018) G_GAN: 2.407 G_L1: 3.498 D_real: 0.160 D_fake: 0.362 +(epoch: 7, iters: 20604, time: 0.299, data: 0.017) G_GAN: 2.690 G_L1: 3.756 D_real: 0.170 D_fake: 0.575 +(epoch: 7, iters: 20704, time: 0.421, data: 0.017) G_GAN: 2.824 G_L1: 3.347 D_real: 0.485 D_fake: 0.080 +(epoch: 7, iters: 20804, time: 0.303, data: 0.020) G_GAN: 2.691 G_L1: 2.460 D_real: 0.507 D_fake: 0.095 +(epoch: 7, iters: 20904, time: 0.300, data: 0.019) G_GAN: 2.396 G_L1: 3.472 D_real: 0.099 D_fake: 0.165 +(epoch: 7, iters: 21004, time: 0.294, data: 0.017) G_GAN: 2.709 G_L1: 6.562 D_real: 0.311 D_fake: 0.094 +(epoch: 7, iters: 21104, time: 0.423, data: 0.016) G_GAN: 3.334 G_L1: 5.680 D_real: 0.628 D_fake: 0.063 +(epoch: 7, iters: 21204, time: 0.291, data: 0.020) G_GAN: 4.042 G_L1: 3.323 D_real: 0.075 D_fake: 0.223 +(epoch: 7, iters: 21304, time: 0.294, data: 0.017) G_GAN: 2.813 G_L1: 2.592 D_real: 0.466 D_fake: 0.118 +(epoch: 7, iters: 21404, time: 0.301, data: 0.021) G_GAN: 2.807 G_L1: 3.461 D_real: 0.109 D_fake: 0.194 +(epoch: 7, iters: 21504, time: 0.418, data: 0.019) G_GAN: 2.908 G_L1: 4.007 D_real: 0.014 D_fake: 0.514 +(epoch: 7, iters: 21604, time: 0.301, data: 0.018) G_GAN: 2.656 G_L1: 3.658 D_real: 0.108 D_fake: 0.186 +(epoch: 7, iters: 21704, time: 0.300, data: 0.019) G_GAN: 2.591 G_L1: 3.423 D_real: 0.160 D_fake: 0.330 +(epoch: 7, iters: 21804, time: 0.291, data: 0.016) G_GAN: 1.507 G_L1: 3.410 D_real: 0.653 D_fake: 0.290 +(epoch: 7, iters: 21904, time: 0.528, data: 0.017) G_GAN: 2.475 G_L1: 3.855 D_real: 0.001 D_fake: 0.401 +(epoch: 7, iters: 22004, time: 0.303, data: 0.019) G_GAN: 2.961 G_L1: 3.648 D_real: 0.373 D_fake: 0.361 +(epoch: 7, iters: 22104, time: 0.302, data: 0.018) G_GAN: 2.229 G_L1: 2.883 D_real: 0.321 D_fake: 0.181 +(epoch: 7, iters: 22204, time: 0.292, data: 0.018) G_GAN: 2.514 G_L1: 4.041 D_real: 1.147 D_fake: 0.129 +(epoch: 7, iters: 22304, time: 0.388, data: 0.015) G_GAN: 2.591 G_L1: 3.312 D_real: 0.577 D_fake: 0.148 +(epoch: 7, iters: 22404, time: 0.304, data: 0.017) G_GAN: 2.605 G_L1: 3.718 D_real: 0.488 D_fake: 0.335 +(epoch: 7, iters: 22504, time: 0.302, data: 0.016) G_GAN: 2.511 G_L1: 3.458 D_real: 1.533 D_fake: 0.053 +(epoch: 7, iters: 22604, time: 0.302, data: 0.017) G_GAN: 2.914 G_L1: 2.929 D_real: 0.130 D_fake: 0.127 +(epoch: 7, iters: 22704, time: 0.422, data: 0.016) G_GAN: 2.448 G_L1: 4.182 D_real: 0.440 D_fake: 0.283 +(epoch: 7, iters: 22804, time: 0.302, data: 0.020) G_GAN: 3.115 G_L1: 3.943 D_real: 0.130 D_fake: 0.477 +(epoch: 7, iters: 22904, time: 0.300, data: 0.016) G_GAN: 3.010 G_L1: 3.856 D_real: 0.079 D_fake: 0.100 +(epoch: 7, iters: 23004, time: 0.299, data: 0.019) G_GAN: 2.731 G_L1: 3.905 D_real: 0.218 D_fake: 0.446 +(epoch: 7, iters: 23104, time: 0.388, data: 0.017) G_GAN: 2.349 G_L1: 2.601 D_real: 0.177 D_fake: 0.349 +(epoch: 7, iters: 23204, time: 0.302, data: 0.021) G_GAN: 2.498 G_L1: 3.293 D_real: 1.234 D_fake: 0.113 +(epoch: 7, iters: 23304, time: 0.298, data: 0.018) G_GAN: 2.485 G_L1: 2.704 D_real: 0.240 D_fake: 0.298 +(epoch: 7, iters: 23404, time: 0.295, data: 0.020) G_GAN: 2.822 G_L1: 5.830 D_real: 0.412 D_fake: 0.114 +(epoch: 7, iters: 23504, time: 0.420, data: 0.016) G_GAN: 3.040 G_L1: 4.421 D_real: 0.722 D_fake: 0.156 +(epoch: 7, iters: 23604, time: 0.304, data: 0.022) G_GAN: 2.669 G_L1: 5.069 D_real: 0.026 D_fake: 0.405 +(epoch: 7, iters: 23704, time: 0.294, data: 0.018) G_GAN: 2.669 G_L1: 4.436 D_real: 0.123 D_fake: 0.387 +(epoch: 7, iters: 23804, time: 0.298, data: 0.017) G_GAN: 2.620 G_L1: 2.845 D_real: 0.096 D_fake: 0.750 +(epoch: 7, iters: 23904, time: 0.537, data: 0.018) G_GAN: 2.664 G_L1: 3.371 D_real: 0.399 D_fake: 0.157 +(epoch: 7, iters: 24004, time: 0.297, data: 0.018) G_GAN: 3.029 G_L1: 3.399 D_real: 0.383 D_fake: 0.052 +(epoch: 7, iters: 24104, time: 0.299, data: 0.018) G_GAN: 1.834 G_L1: 3.158 D_real: 0.684 D_fake: 0.313 +(epoch: 7, iters: 24204, time: 0.301, data: 0.016) G_GAN: 3.025 G_L1: 6.235 D_real: 0.191 D_fake: 0.656 +(epoch: 7, iters: 24304, time: 0.393, data: 0.018) G_GAN: 1.654 G_L1: 3.341 D_real: 1.123 D_fake: 0.283 +(epoch: 7, iters: 24404, time: 0.305, data: 0.018) G_GAN: 2.729 G_L1: 2.777 D_real: 0.191 D_fake: 0.147 +(epoch: 7, iters: 24504, time: 0.294, data: 0.019) G_GAN: 3.298 G_L1: 3.236 D_real: 0.184 D_fake: 0.247 +(epoch: 7, iters: 24604, time: 0.301, data: 0.016) G_GAN: 2.596 G_L1: 3.930 D_real: 0.275 D_fake: 0.170 +(epoch: 7, iters: 24704, time: 0.383, data: 0.016) G_GAN: 2.256 G_L1: 3.488 D_real: 0.243 D_fake: 0.368 +(epoch: 7, iters: 24804, time: 0.298, data: 0.019) G_GAN: 1.406 G_L1: 5.400 D_real: 0.699 D_fake: 0.327 +(epoch: 7, iters: 24904, time: 0.300, data: 0.016) G_GAN: 2.419 G_L1: 3.819 D_real: 0.042 D_fake: 0.295 +(epoch: 7, iters: 25004, time: 0.289, data: 0.020) G_GAN: 1.265 G_L1: 3.142 D_real: 1.920 D_fake: 0.038 +(epoch: 7, iters: 25104, time: 0.414, data: 0.018) G_GAN: 3.646 G_L1: 4.110 D_real: 0.132 D_fake: 0.084 +(epoch: 7, iters: 25204, time: 0.303, data: 0.019) G_GAN: 2.833 G_L1: 4.651 D_real: 0.130 D_fake: 0.219 +(epoch: 7, iters: 25304, time: 0.287, data: 0.017) G_GAN: 1.846 G_L1: 3.810 D_real: 0.374 D_fake: 0.183 +(epoch: 7, iters: 25404, time: 0.302, data: 0.018) G_GAN: 2.577 G_L1: 3.725 D_real: 0.284 D_fake: 0.142 +(epoch: 7, iters: 25504, time: 0.423, data: 0.016) G_GAN: 2.465 G_L1: 3.625 D_real: 0.277 D_fake: 0.266 +(epoch: 7, iters: 25604, time: 0.292, data: 0.019) G_GAN: 2.968 G_L1: 3.330 D_real: 0.031 D_fake: 0.190 +(epoch: 7, iters: 25704, time: 0.291, data: 0.017) G_GAN: 2.032 G_L1: 2.887 D_real: 0.378 D_fake: 0.180 +(epoch: 7, iters: 25804, time: 0.292, data: 0.016) G_GAN: 2.152 G_L1: 3.366 D_real: 0.066 D_fake: 0.363 +(epoch: 7, iters: 25904, time: 0.539, data: 0.015) G_GAN: 3.251 G_L1: 7.766 D_real: 0.340 D_fake: 0.051 +(epoch: 7, iters: 26004, time: 0.293, data: 0.018) G_GAN: 3.033 G_L1: 4.731 D_real: 0.129 D_fake: 0.698 +(epoch: 7, iters: 26104, time: 0.296, data: 0.015) G_GAN: 2.314 G_L1: 3.403 D_real: 0.461 D_fake: 0.353 +(epoch: 7, iters: 26204, time: 0.305, data: 0.017) G_GAN: 3.912 G_L1: 3.921 D_real: 0.017 D_fake: 0.135 +(epoch: 7, iters: 26304, time: 0.401, data: 0.016) G_GAN: 1.566 G_L1: 3.447 D_real: 0.301 D_fake: 0.166 +(epoch: 7, iters: 26404, time: 0.288, data: 0.017) G_GAN: 3.179 G_L1: 3.124 D_real: 0.055 D_fake: 0.299 +(epoch: 7, iters: 26504, time: 0.295, data: 0.014) G_GAN: 2.494 G_L1: 4.348 D_real: 0.197 D_fake: 0.197 +(epoch: 7, iters: 26604, time: 0.284, data: 0.019) G_GAN: 2.925 G_L1: 6.708 D_real: 0.305 D_fake: 0.358 +(epoch: 7, iters: 26704, time: 0.414, data: 0.015) G_GAN: 2.921 G_L1: 5.186 D_real: 0.394 D_fake: 0.143 +(epoch: 7, iters: 26804, time: 0.294, data: 0.021) G_GAN: 2.422 G_L1: 4.290 D_real: 0.376 D_fake: 0.462 +(epoch: 7, iters: 26904, time: 0.302, data: 0.017) G_GAN: 2.153 G_L1: 3.250 D_real: 0.067 D_fake: 0.483 +(epoch: 7, iters: 27004, time: 0.303, data: 0.018) G_GAN: 3.125 G_L1: 3.724 D_real: 0.128 D_fake: 0.179 +(epoch: 7, iters: 27104, time: 0.389, data: 0.017) G_GAN: 3.247 G_L1: 3.769 D_real: 0.154 D_fake: 0.324 +(epoch: 7, iters: 27204, time: 0.302, data: 0.018) G_GAN: 2.662 G_L1: 7.713 D_real: 0.511 D_fake: 0.104 +(epoch: 7, iters: 27304, time: 0.291, data: 0.015) G_GAN: 3.034 G_L1: 4.378 D_real: 0.096 D_fake: 0.295 +(epoch: 7, iters: 27404, time: 0.300, data: 0.018) G_GAN: 2.147 G_L1: 3.465 D_real: 0.329 D_fake: 0.426 +(epoch: 7, iters: 27504, time: 0.416, data: 0.022) G_GAN: 2.068 G_L1: 2.805 D_real: 0.239 D_fake: 0.272 +(epoch: 7, iters: 27604, time: 0.285, data: 0.018) G_GAN: 2.181 G_L1: 2.397 D_real: 0.480 D_fake: 0.081 +(epoch: 7, iters: 27704, time: 0.289, data: 0.016) G_GAN: 4.077 G_L1: 4.292 D_real: 0.039 D_fake: 0.292 +(epoch: 7, iters: 27804, time: 0.287, data: 0.014) G_GAN: 3.082 G_L1: 2.988 D_real: 0.075 D_fake: 0.240 +(epoch: 7, iters: 27904, time: 0.537, data: 0.016) G_GAN: 2.370 G_L1: 3.361 D_real: 0.210 D_fake: 0.185 +(epoch: 7, iters: 28004, time: 0.300, data: 0.019) G_GAN: 1.709 G_L1: 2.661 D_real: 0.562 D_fake: 0.112 +(epoch: 7, iters: 28104, time: 0.304, data: 0.019) G_GAN: 3.373 G_L1: 3.443 D_real: 0.148 D_fake: 0.210 +(epoch: 7, iters: 28204, time: 0.295, data: 0.019) G_GAN: 3.383 G_L1: 8.388 D_real: 0.242 D_fake: 0.525 +(epoch: 7, iters: 28304, time: 0.389, data: 0.016) G_GAN: 2.779 G_L1: 2.504 D_real: 0.126 D_fake: 0.525 +(epoch: 7, iters: 28404, time: 0.301, data: 0.018) G_GAN: 2.855 G_L1: 4.855 D_real: 0.151 D_fake: 0.297 +(epoch: 7, iters: 28504, time: 0.299, data: 0.021) G_GAN: 3.230 G_L1: 3.453 D_real: 0.227 D_fake: 0.126 +(epoch: 7, iters: 28604, time: 0.293, data: 0.016) G_GAN: 1.840 G_L1: 3.410 D_real: 0.705 D_fake: 0.081 +(epoch: 7, iters: 28704, time: 0.406, data: 0.020) G_GAN: 3.724 G_L1: 4.441 D_real: 0.268 D_fake: 0.161 +(epoch: 7, iters: 28804, time: 0.303, data: 0.020) G_GAN: 2.094 G_L1: 3.781 D_real: 0.090 D_fake: 0.778 +(epoch: 7, iters: 28904, time: 0.299, data: 0.017) G_GAN: 3.074 G_L1: 4.999 D_real: 0.099 D_fake: 0.439 +(epoch: 7, iters: 29004, time: 0.290, data: 0.025) G_GAN: 3.550 G_L1: 6.161 D_real: 0.080 D_fake: 0.597 +(epoch: 7, iters: 29104, time: 0.405, data: 0.015) G_GAN: 2.985 G_L1: 5.620 D_real: 0.286 D_fake: 0.179 +(epoch: 7, iters: 29204, time: 0.284, data: 0.018) G_GAN: 2.688 G_L1: 3.862 D_real: 0.027 D_fake: 0.120 +(epoch: 7, iters: 29304, time: 0.292, data: 0.016) G_GAN: 3.517 G_L1: 3.658 D_real: 0.500 D_fake: 0.087 +(epoch: 7, iters: 29404, time: 0.294, data: 0.018) G_GAN: 4.365 G_L1: 5.302 D_real: 0.091 D_fake: 0.082 +(epoch: 7, iters: 29504, time: 0.410, data: 0.016) G_GAN: 3.086 G_L1: 4.692 D_real: 0.311 D_fake: 0.098 +(epoch: 7, iters: 29604, time: 0.292, data: 0.019) G_GAN: 3.048 G_L1: 3.907 D_real: 0.043 D_fake: 0.227 +(epoch: 7, iters: 29704, time: 0.306, data: 0.019) G_GAN: 2.769 G_L1: 3.690 D_real: 0.260 D_fake: 0.278 +(epoch: 7, iters: 29804, time: 0.291, data: 0.018) G_GAN: 2.791 G_L1: 4.040 D_real: 0.401 D_fake: 0.090 +(epoch: 7, iters: 29904, time: 0.546, data: 0.024) G_GAN: 3.366 G_L1: 4.141 D_real: 0.022 D_fake: 0.067 +(epoch: 7, iters: 30004, time: 0.296, data: 0.019) G_GAN: 5.105 G_L1: 4.055 D_real: 0.048 D_fake: 0.263 +(epoch: 7, iters: 30104, time: 0.282, data: 0.017) G_GAN: 2.552 G_L1: 3.706 D_real: 0.146 D_fake: 0.266 +(epoch: 7, iters: 30204, time: 0.309, data: 0.015) G_GAN: 2.446 G_L1: 2.535 D_real: 0.216 D_fake: 0.136 +(epoch: 7, iters: 30304, time: 0.415, data: 0.019) G_GAN: 2.180 G_L1: 3.707 D_real: 0.280 D_fake: 0.307 +(epoch: 7, iters: 30404, time: 0.296, data: 0.019) G_GAN: 2.864 G_L1: 2.965 D_real: 0.115 D_fake: 0.182 +(epoch: 7, iters: 30504, time: 0.304, data: 0.016) G_GAN: 2.149 G_L1: 2.954 D_real: 0.169 D_fake: 0.216 +(epoch: 7, iters: 30604, time: 0.294, data: 0.016) G_GAN: 2.207 G_L1: 2.618 D_real: 1.125 D_fake: 0.091 +(epoch: 7, iters: 30704, time: 0.377, data: 0.016) G_GAN: 2.793 G_L1: 3.528 D_real: 0.105 D_fake: 0.262 +(epoch: 7, iters: 30804, time: 0.298, data: 0.017) G_GAN: 4.582 G_L1: 4.685 D_real: 0.118 D_fake: 0.096 +(epoch: 7, iters: 30904, time: 0.303, data: 0.017) G_GAN: 2.475 G_L1: 4.215 D_real: 0.318 D_fake: 0.226 +(epoch: 7, iters: 31004, time: 0.303, data: 0.017) G_GAN: 2.635 G_L1: 3.817 D_real: 0.172 D_fake: 0.313 +(epoch: 7, iters: 31104, time: 0.399, data: 0.016) G_GAN: 2.459 G_L1: 3.781 D_real: 0.141 D_fake: 0.485 +(epoch: 7, iters: 31204, time: 0.293, data: 0.017) G_GAN: 3.263 G_L1: 4.338 D_real: 0.224 D_fake: 0.260 +(epoch: 7, iters: 31304, time: 0.293, data: 0.015) G_GAN: 2.541 G_L1: 4.780 D_real: 0.453 D_fake: 0.492 +(epoch: 7, iters: 31404, time: 0.299, data: 0.015) G_GAN: 2.665 G_L1: 3.622 D_real: 0.180 D_fake: 0.241 +(epoch: 7, iters: 31504, time: 0.424, data: 0.016) G_GAN: 2.678 G_L1: 3.552 D_real: 0.153 D_fake: 0.161 +(epoch: 7, iters: 31604, time: 0.302, data: 0.018) G_GAN: 1.891 G_L1: 3.861 D_real: 0.319 D_fake: 0.257 +(epoch: 7, iters: 31704, time: 0.295, data: 0.017) G_GAN: 4.928 G_L1: 5.310 D_real: 0.244 D_fake: 0.119 +(epoch: 7, iters: 31804, time: 0.297, data: 0.015) G_GAN: 4.221 G_L1: 4.111 D_real: 0.087 D_fake: 0.246 +(epoch: 7, iters: 31904, time: 0.538, data: 0.015) G_GAN: 2.349 G_L1: 3.181 D_real: 0.151 D_fake: 0.196 +(epoch: 7, iters: 32004, time: 0.297, data: 0.020) G_GAN: 1.862 G_L1: 2.969 D_real: 0.818 D_fake: 0.411 +(epoch: 7, iters: 32104, time: 0.284, data: 0.022) G_GAN: 2.511 G_L1: 2.955 D_real: 0.319 D_fake: 0.163 +(epoch: 7, iters: 32204, time: 0.298, data: 0.018) G_GAN: 3.069 G_L1: 3.924 D_real: 0.032 D_fake: 0.352 +(epoch: 7, iters: 32304, time: 0.399, data: 0.020) G_GAN: 2.676 G_L1: 3.615 D_real: 0.557 D_fake: 0.226 +(epoch: 7, iters: 32404, time: 0.290, data: 0.018) G_GAN: 3.411 G_L1: 6.644 D_real: 0.246 D_fake: 0.117 +(epoch: 7, iters: 32504, time: 0.295, data: 0.016) G_GAN: 3.275 G_L1: 4.796 D_real: 0.009 D_fake: 1.077 +(epoch: 7, iters: 32604, time: 0.304, data: 0.016) G_GAN: 3.576 G_L1: 4.914 D_real: 0.037 D_fake: 0.175 +(epoch: 7, iters: 32704, time: 0.392, data: 0.017) G_GAN: 2.144 G_L1: 4.685 D_real: 0.331 D_fake: 0.472 +(epoch: 7, iters: 32804, time: 0.303, data: 0.019) G_GAN: 2.078 G_L1: 3.120 D_real: 0.414 D_fake: 0.277 +(epoch: 7, iters: 32904, time: 0.299, data: 0.019) G_GAN: 3.158 G_L1: 3.670 D_real: 0.148 D_fake: 0.124 +(epoch: 7, iters: 33004, time: 0.294, data: 0.017) G_GAN: 2.239 G_L1: 4.152 D_real: 0.552 D_fake: 0.140 +(epoch: 7, iters: 33104, time: 0.377, data: 0.015) G_GAN: 2.253 G_L1: 3.420 D_real: 0.223 D_fake: 0.647 +(epoch: 7, iters: 33204, time: 0.299, data: 0.023) G_GAN: 2.649 G_L1: 6.063 D_real: 0.229 D_fake: 0.141 +(epoch: 7, iters: 33304, time: 0.297, data: 0.017) G_GAN: 4.296 G_L1: 3.975 D_real: 0.316 D_fake: 0.068 +(epoch: 7, iters: 33404, time: 0.303, data: 0.015) G_GAN: 2.605 G_L1: 6.189 D_real: 0.104 D_fake: 0.280 +(epoch: 7, iters: 33504, time: 0.399, data: 0.016) G_GAN: 2.764 G_L1: 3.551 D_real: 0.464 D_fake: 0.306 +(epoch: 7, iters: 33604, time: 0.293, data: 0.019) G_GAN: 2.547 G_L1: 3.700 D_real: 0.168 D_fake: 0.238 +(epoch: 7, iters: 33704, time: 0.305, data: 0.015) G_GAN: 2.988 G_L1: 8.250 D_real: 0.413 D_fake: 0.251 +(epoch: 7, iters: 33804, time: 0.303, data: 0.016) G_GAN: 3.368 G_L1: 4.185 D_real: 0.151 D_fake: 0.168 +(epoch: 7, iters: 33904, time: 0.476, data: 0.017) G_GAN: 2.839 G_L1: 3.966 D_real: 0.423 D_fake: 0.159 +(epoch: 7, iters: 34004, time: 0.305, data: 0.015) G_GAN: 2.764 G_L1: 5.184 D_real: 0.601 D_fake: 0.166 +(epoch: 7, iters: 34104, time: 0.292, data: 0.017) G_GAN: 2.192 G_L1: 3.666 D_real: 0.429 D_fake: 0.145 +(epoch: 7, iters: 34204, time: 0.293, data: 0.016) G_GAN: 3.291 G_L1: 3.158 D_real: 0.095 D_fake: 0.206 +(epoch: 7, iters: 34304, time: 0.420, data: 0.017) G_GAN: 2.610 G_L1: 4.908 D_real: 0.054 D_fake: 0.481 +(epoch: 7, iters: 34404, time: 0.303, data: 0.020) G_GAN: 2.943 G_L1: 4.995 D_real: 0.270 D_fake: 0.199 +(epoch: 7, iters: 34504, time: 0.302, data: 0.016) G_GAN: 3.460 G_L1: 3.909 D_real: 0.136 D_fake: 0.163 +(epoch: 7, iters: 34604, time: 0.290, data: 0.018) G_GAN: 2.510 G_L1: 3.893 D_real: 0.775 D_fake: 0.101 +(epoch: 7, iters: 34704, time: 0.413, data: 0.017) G_GAN: 3.278 G_L1: 4.509 D_real: 0.342 D_fake: 0.465 +(epoch: 7, iters: 34804, time: 0.303, data: 0.021) G_GAN: 2.164 G_L1: 2.868 D_real: 0.327 D_fake: 0.185 +(epoch: 7, iters: 34904, time: 0.292, data: 0.017) G_GAN: 3.758 G_L1: 4.704 D_real: 0.218 D_fake: 0.224 +(epoch: 7, iters: 35004, time: 0.301, data: 0.017) G_GAN: 1.891 G_L1: 4.656 D_real: 0.705 D_fake: 0.250 +(epoch: 7, iters: 35104, time: 0.410, data: 0.019) G_GAN: 2.773 G_L1: 4.804 D_real: 0.023 D_fake: 0.156 +(epoch: 7, iters: 35204, time: 0.293, data: 0.018) G_GAN: 2.670 G_L1: 2.914 D_real: 0.466 D_fake: 0.128 +(epoch: 7, iters: 35304, time: 0.293, data: 0.016) G_GAN: 1.423 G_L1: 3.887 D_real: 0.553 D_fake: 0.605 +(epoch: 7, iters: 35404, time: 0.303, data: 0.019) G_GAN: 2.303 G_L1: 4.063 D_real: 0.358 D_fake: 0.395 +(epoch: 7, iters: 35504, time: 0.413, data: 0.016) G_GAN: 3.654 G_L1: 4.630 D_real: 0.116 D_fake: 0.558 +(epoch: 7, iters: 35604, time: 0.301, data: 0.019) G_GAN: 3.147 G_L1: 3.611 D_real: 0.117 D_fake: 0.157 +(epoch: 7, iters: 35704, time: 0.293, data: 0.017) G_GAN: 2.636 G_L1: 3.348 D_real: 0.044 D_fake: 0.260 +(epoch: 7, iters: 35804, time: 0.292, data: 0.016) G_GAN: 3.285 G_L1: 3.401 D_real: 0.021 D_fake: 0.384 +(epoch: 7, iters: 35904, time: 0.531, data: 0.016) G_GAN: 3.069 G_L1: 4.151 D_real: 0.217 D_fake: 0.153 +(epoch: 7, iters: 36004, time: 0.298, data: 0.020) G_GAN: 2.093 G_L1: 3.381 D_real: 1.035 D_fake: 0.070 +(epoch: 7, iters: 36104, time: 0.298, data: 0.017) G_GAN: 2.795 G_L1: 4.553 D_real: 1.262 D_fake: 0.177 +(epoch: 7, iters: 36204, time: 0.297, data: 0.016) G_GAN: 2.292 G_L1: 4.271 D_real: 0.212 D_fake: 0.170 +(epoch: 7, iters: 36304, time: 0.380, data: 0.017) G_GAN: 1.652 G_L1: 3.474 D_real: 0.557 D_fake: 0.172 +(epoch: 7, iters: 36404, time: 0.299, data: 0.020) G_GAN: 2.122 G_L1: 3.449 D_real: 0.292 D_fake: 0.401 +(epoch: 7, iters: 36504, time: 0.292, data: 0.021) G_GAN: 3.318 G_L1: 3.264 D_real: 0.342 D_fake: 0.078 +(epoch: 7, iters: 36604, time: 0.303, data: 0.016) G_GAN: 2.989 G_L1: 3.331 D_real: 0.241 D_fake: 0.203 +(epoch: 7, iters: 36704, time: 0.407, data: 0.016) G_GAN: 2.012 G_L1: 3.881 D_real: 0.237 D_fake: 0.675 +(epoch: 7, iters: 36804, time: 0.298, data: 0.019) G_GAN: 2.451 G_L1: 4.540 D_real: 0.264 D_fake: 0.222 +(epoch: 7, iters: 36904, time: 0.297, data: 0.018) G_GAN: 3.178 G_L1: 3.977 D_real: 0.225 D_fake: 0.365 +(epoch: 7, iters: 37004, time: 0.293, data: 0.015) G_GAN: 2.208 G_L1: 3.384 D_real: 0.192 D_fake: 0.481 +(epoch: 7, iters: 37104, time: 0.398, data: 0.015) G_GAN: 1.914 G_L1: 3.203 D_real: 1.017 D_fake: 0.055 +(epoch: 7, iters: 37204, time: 0.287, data: 0.017) G_GAN: 3.677 G_L1: 4.479 D_real: 0.182 D_fake: 0.129 +(epoch: 7, iters: 37304, time: 0.299, data: 0.018) G_GAN: 2.404 G_L1: 3.071 D_real: 0.215 D_fake: 0.380 +(epoch: 7, iters: 37404, time: 0.286, data: 0.019) G_GAN: 1.911 G_L1: 6.165 D_real: 0.196 D_fake: 0.215 +(epoch: 7, iters: 37504, time: 0.415, data: 0.017) G_GAN: 3.219 G_L1: 3.451 D_real: 0.086 D_fake: 0.579 +(epoch: 7, iters: 37604, time: 0.293, data: 0.019) G_GAN: 2.804 G_L1: 4.460 D_real: 0.289 D_fake: 0.093 +(epoch: 7, iters: 37704, time: 0.291, data: 0.018) G_GAN: 3.414 G_L1: 4.389 D_real: 0.086 D_fake: 0.470 +(epoch: 7, iters: 37804, time: 0.299, data: 0.021) G_GAN: 3.339 G_L1: 3.720 D_real: 0.135 D_fake: 0.109 +(epoch: 7, iters: 37904, time: 0.487, data: 0.016) G_GAN: 2.751 G_L1: 6.171 D_real: 0.418 D_fake: 0.043 +(epoch: 7, iters: 38004, time: 0.297, data: 0.018) G_GAN: 2.495 G_L1: 3.946 D_real: 0.100 D_fake: 0.486 +(epoch: 7, iters: 38104, time: 0.296, data: 0.017) G_GAN: 2.265 G_L1: 2.889 D_real: 0.572 D_fake: 0.895 +(epoch: 7, iters: 38204, time: 0.298, data: 0.019) G_GAN: 3.066 G_L1: 4.478 D_real: 0.145 D_fake: 0.161 +(epoch: 7, iters: 38304, time: 0.413, data: 0.016) G_GAN: 2.191 G_L1: 3.567 D_real: 0.532 D_fake: 0.496 +(epoch: 7, iters: 38404, time: 0.303, data: 0.019) G_GAN: 4.282 G_L1: 4.792 D_real: 0.156 D_fake: 0.019 +(epoch: 7, iters: 38504, time: 0.294, data: 0.018) G_GAN: 4.839 G_L1: 6.217 D_real: 0.457 D_fake: 0.057 +(epoch: 7, iters: 38604, time: 0.300, data: 0.015) G_GAN: 2.816 G_L1: 3.218 D_real: 0.096 D_fake: 0.168 +(epoch: 7, iters: 38704, time: 0.407, data: 0.016) G_GAN: 3.737 G_L1: 3.415 D_real: 0.219 D_fake: 0.265 +(epoch: 7, iters: 38804, time: 0.304, data: 0.019) G_GAN: 3.412 G_L1: 5.258 D_real: 0.352 D_fake: 0.334 +(epoch: 7, iters: 38904, time: 0.287, data: 0.018) G_GAN: 3.429 G_L1: 4.407 D_real: 0.304 D_fake: 0.272 +(epoch: 7, iters: 39004, time: 0.299, data: 0.015) G_GAN: 2.405 G_L1: 5.029 D_real: 0.049 D_fake: 0.344 +(epoch: 7, iters: 39104, time: 0.395, data: 0.017) G_GAN: 2.750 G_L1: 3.547 D_real: 0.208 D_fake: 0.628 +(epoch: 7, iters: 39204, time: 0.301, data: 0.018) G_GAN: 2.789 G_L1: 3.629 D_real: 0.022 D_fake: 0.125 +(epoch: 7, iters: 39304, time: 0.300, data: 0.017) G_GAN: 3.049 G_L1: 3.081 D_real: 0.090 D_fake: 0.406 +(epoch: 7, iters: 39404, time: 0.300, data: 0.018) G_GAN: 3.754 G_L1: 3.880 D_real: 0.240 D_fake: 0.390 +(epoch: 7, iters: 39504, time: 0.422, data: 0.017) G_GAN: 3.130 G_L1: 4.340 D_real: 0.201 D_fake: 0.246 +(epoch: 7, iters: 39604, time: 0.296, data: 0.019) G_GAN: 2.871 G_L1: 3.930 D_real: 0.080 D_fake: 0.136 +(epoch: 7, iters: 39704, time: 0.290, data: 0.015) G_GAN: 3.080 G_L1: 5.172 D_real: 0.291 D_fake: 0.509 +(epoch: 7, iters: 39804, time: 0.300, data: 0.015) G_GAN: 2.450 G_L1: 3.842 D_real: 0.771 D_fake: 0.210 +(epoch: 7, iters: 39904, time: 0.495, data: 0.017) G_GAN: 1.742 G_L1: 3.194 D_real: 0.691 D_fake: 0.172 +(epoch: 7, iters: 40004, time: 0.302, data: 0.021) G_GAN: 3.183 G_L1: 3.642 D_real: 0.022 D_fake: 0.241 +(epoch: 7, iters: 40104, time: 0.303, data: 0.017) G_GAN: 2.956 G_L1: 3.313 D_real: 0.418 D_fake: 0.138 +(epoch: 7, iters: 40204, time: 0.295, data: 0.017) G_GAN: 4.591 G_L1: 5.623 D_real: 0.072 D_fake: 0.523 +(epoch: 7, iters: 40304, time: 0.384, data: 0.015) G_GAN: 1.899 G_L1: 3.341 D_real: 0.294 D_fake: 0.228 +(epoch: 7, iters: 40404, time: 0.305, data: 0.019) G_GAN: 3.667 G_L1: 4.167 D_real: 0.032 D_fake: 0.196 +(epoch: 7, iters: 40504, time: 0.303, data: 0.019) G_GAN: 2.478 G_L1: 4.854 D_real: 0.116 D_fake: 1.177 +(epoch: 7, iters: 40604, time: 0.303, data: 0.019) G_GAN: 3.038 G_L1: 4.877 D_real: 0.965 D_fake: 0.081 +(epoch: 7, iters: 40704, time: 0.409, data: 0.019) G_GAN: 4.104 G_L1: 5.386 D_real: 0.224 D_fake: 0.066 +(epoch: 7, iters: 40804, time: 0.304, data: 0.018) G_GAN: 2.374 G_L1: 5.075 D_real: 0.457 D_fake: 0.270 +(epoch: 7, iters: 40904, time: 0.304, data: 0.018) G_GAN: 1.910 G_L1: 5.417 D_real: 1.513 D_fake: 0.059 +(epoch: 7, iters: 41004, time: 0.298, data: 0.017) G_GAN: 2.094 G_L1: 4.314 D_real: 0.754 D_fake: 1.570 +(epoch: 7, iters: 41104, time: 0.387, data: 0.017) G_GAN: 3.070 G_L1: 2.692 D_real: 0.127 D_fake: 0.081 +(epoch: 7, iters: 41204, time: 0.295, data: 0.019) G_GAN: 2.358 G_L1: 3.791 D_real: 0.279 D_fake: 0.211 +(epoch: 7, iters: 41304, time: 0.295, data: 0.017) G_GAN: 3.111 G_L1: 5.137 D_real: 0.017 D_fake: 0.356 +(epoch: 7, iters: 41404, time: 0.306, data: 0.017) G_GAN: 1.709 G_L1: 4.972 D_real: 0.714 D_fake: 0.194 +(epoch: 7, iters: 41504, time: 0.424, data: 0.017) G_GAN: 3.348 G_L1: 4.225 D_real: 0.100 D_fake: 0.399 +(epoch: 7, iters: 41604, time: 0.303, data: 0.019) G_GAN: 2.630 G_L1: 4.153 D_real: 0.968 D_fake: 0.032 +(epoch: 7, iters: 41704, time: 0.289, data: 0.018) G_GAN: 3.737 G_L1: 3.442 D_real: 0.116 D_fake: 0.118 +(epoch: 7, iters: 41804, time: 0.304, data: 0.016) G_GAN: 3.110 G_L1: 5.063 D_real: 0.170 D_fake: 0.453 +(epoch: 7, iters: 41904, time: 0.540, data: 0.015) G_GAN: 2.289 G_L1: 2.608 D_real: 0.277 D_fake: 0.226 +(epoch: 7, iters: 42004, time: 0.288, data: 0.018) G_GAN: 3.896 G_L1: 4.182 D_real: 0.084 D_fake: 0.090 +(epoch: 7, iters: 42104, time: 0.288, data: 0.015) G_GAN: 2.020 G_L1: 3.564 D_real: 0.159 D_fake: 0.276 +(epoch: 7, iters: 42204, time: 0.295, data: 0.018) G_GAN: 2.888 G_L1: 4.048 D_real: 0.264 D_fake: 0.199 +(epoch: 7, iters: 42304, time: 0.385, data: 0.017) G_GAN: 3.586 G_L1: 2.963 D_real: 0.073 D_fake: 0.874 +(epoch: 7, iters: 42404, time: 0.287, data: 0.019) G_GAN: 2.718 G_L1: 3.685 D_real: 0.141 D_fake: 0.322 +(epoch: 7, iters: 42504, time: 0.297, data: 0.016) G_GAN: 2.449 G_L1: 3.210 D_real: 0.332 D_fake: 0.388 +(epoch: 7, iters: 42604, time: 0.294, data: 0.016) G_GAN: 2.006 G_L1: 2.837 D_real: 1.089 D_fake: 0.128 +(epoch: 7, iters: 42704, time: 0.385, data: 0.017) G_GAN: 2.762 G_L1: 3.940 D_real: 0.273 D_fake: 0.266 +(epoch: 7, iters: 42804, time: 0.297, data: 0.018) G_GAN: 3.109 G_L1: 3.873 D_real: 0.135 D_fake: 0.103 +(epoch: 7, iters: 42904, time: 0.294, data: 0.017) G_GAN: 3.077 G_L1: 4.368 D_real: 0.551 D_fake: 0.156 +(epoch: 7, iters: 43004, time: 0.303, data: 0.017) G_GAN: 2.235 G_L1: 3.004 D_real: 0.141 D_fake: 0.338 +(epoch: 7, iters: 43104, time: 0.419, data: 0.018) G_GAN: 2.918 G_L1: 10.651 D_real: 0.259 D_fake: 0.293 +(epoch: 7, iters: 43204, time: 0.293, data: 0.019) G_GAN: 2.279 G_L1: 3.471 D_real: 0.186 D_fake: 0.252 +(epoch: 7, iters: 43304, time: 0.288, data: 0.018) G_GAN: 2.711 G_L1: 4.652 D_real: 0.390 D_fake: 0.086 +(epoch: 7, iters: 43404, time: 0.296, data: 0.017) G_GAN: 2.341 G_L1: 4.457 D_real: 0.884 D_fake: 0.095 +(epoch: 7, iters: 43504, time: 0.390, data: 0.016) G_GAN: 2.108 G_L1: 3.217 D_real: 0.505 D_fake: 0.341 +(epoch: 7, iters: 43604, time: 0.301, data: 0.022) G_GAN: 3.774 G_L1: 6.027 D_real: 0.012 D_fake: 0.848 +(epoch: 7, iters: 43704, time: 0.302, data: 0.018) G_GAN: 2.312 G_L1: 4.060 D_real: 0.394 D_fake: 0.300 +(epoch: 7, iters: 43804, time: 0.311, data: 0.018) G_GAN: 4.080 G_L1: 3.158 D_real: 0.499 D_fake: 0.294 +(epoch: 7, iters: 43904, time: 0.529, data: 0.018) G_GAN: 2.125 G_L1: 3.350 D_real: 0.228 D_fake: 0.511 +(epoch: 7, iters: 44004, time: 0.294, data: 0.023) G_GAN: 2.360 G_L1: 4.309 D_real: 0.862 D_fake: 0.119 +(epoch: 7, iters: 44104, time: 0.301, data: 0.015) G_GAN: 2.773 G_L1: 6.458 D_real: 0.583 D_fake: 0.181 +(epoch: 7, iters: 44204, time: 0.295, data: 0.022) G_GAN: 2.405 G_L1: 3.282 D_real: 0.100 D_fake: 0.366 +(epoch: 7, iters: 44304, time: 0.415, data: 0.016) G_GAN: 2.197 G_L1: 3.906 D_real: 0.043 D_fake: 0.346 +(epoch: 7, iters: 44404, time: 0.303, data: 0.019) G_GAN: 2.120 G_L1: 4.953 D_real: 0.309 D_fake: 0.180 +(epoch: 7, iters: 44504, time: 0.301, data: 0.016) G_GAN: 2.637 G_L1: 3.235 D_real: 0.219 D_fake: 0.336 +(epoch: 7, iters: 44604, time: 0.293, data: 0.021) G_GAN: 3.476 G_L1: 3.479 D_real: 0.461 D_fake: 0.036 +(epoch: 7, iters: 44704, time: 0.419, data: 0.029) G_GAN: 2.265 G_L1: 3.191 D_real: 0.531 D_fake: 0.460 +(epoch: 7, iters: 44804, time: 0.303, data: 0.019) G_GAN: 2.742 G_L1: 4.373 D_real: 0.313 D_fake: 0.218 +(epoch: 7, iters: 44904, time: 0.299, data: 0.016) G_GAN: 3.423 G_L1: 5.089 D_real: 0.039 D_fake: 0.454 +(epoch: 7, iters: 45004, time: 0.300, data: 0.019) G_GAN: 3.788 G_L1: 3.668 D_real: 0.093 D_fake: 0.570 +(epoch: 7, iters: 45104, time: 0.415, data: 0.016) G_GAN: 3.190 G_L1: 4.863 D_real: 0.592 D_fake: 0.381 +(epoch: 7, iters: 45204, time: 0.285, data: 0.020) G_GAN: 3.035 G_L1: 5.917 D_real: 0.791 D_fake: 0.015 +(epoch: 7, iters: 45304, time: 0.301, data: 0.020) G_GAN: 2.755 G_L1: 4.465 D_real: 0.296 D_fake: 0.388 +(epoch: 7, iters: 45404, time: 0.302, data: 0.017) G_GAN: 3.202 G_L1: 8.240 D_real: 0.083 D_fake: 0.261 +(epoch: 7, iters: 45504, time: 0.408, data: 0.021) G_GAN: 1.797 G_L1: 2.650 D_real: 0.417 D_fake: 0.370 +(epoch: 7, iters: 45604, time: 0.295, data: 0.022) G_GAN: 1.986 G_L1: 3.555 D_real: 0.316 D_fake: 0.457 +(epoch: 7, iters: 45704, time: 0.302, data: 0.025) G_GAN: 2.579 G_L1: 3.302 D_real: 0.478 D_fake: 0.123 +(epoch: 7, iters: 45804, time: 0.295, data: 0.019) G_GAN: 2.663 G_L1: 3.844 D_real: 0.301 D_fake: 0.454 +(epoch: 7, iters: 45904, time: 0.531, data: 0.017) G_GAN: 3.729 G_L1: 4.607 D_real: 0.098 D_fake: 0.070 +(epoch: 7, iters: 46004, time: 0.306, data: 0.018) G_GAN: 7.341 G_L1: 7.264 D_real: 0.024 D_fake: 0.006 +(epoch: 7, iters: 46104, time: 0.302, data: 0.016) G_GAN: 2.455 G_L1: 3.929 D_real: 0.339 D_fake: 0.239 +(epoch: 7, iters: 46204, time: 0.290, data: 0.018) G_GAN: 1.826 G_L1: 4.220 D_real: 0.628 D_fake: 0.298 +(epoch: 7, iters: 46304, time: 0.402, data: 0.017) G_GAN: 3.403 G_L1: 4.756 D_real: 0.364 D_fake: 0.030 +(epoch: 7, iters: 46404, time: 0.308, data: 0.017) G_GAN: 3.559 G_L1: 5.878 D_real: 0.006 D_fake: 0.180 +(epoch: 7, iters: 46504, time: 0.295, data: 0.017) G_GAN: 2.440 G_L1: 3.754 D_real: 1.138 D_fake: 0.067 +(epoch: 7, iters: 46604, time: 0.297, data: 0.018) G_GAN: 3.090 G_L1: 3.104 D_real: 0.128 D_fake: 0.069 +(epoch: 7, iters: 46704, time: 0.387, data: 0.015) G_GAN: 2.989 G_L1: 3.716 D_real: 0.169 D_fake: 0.253 +(epoch: 7, iters: 46804, time: 0.289, data: 0.019) G_GAN: 4.982 G_L1: 4.252 D_real: 0.105 D_fake: 0.053 +(epoch: 7, iters: 46904, time: 0.279, data: 0.021) G_GAN: 3.985 G_L1: 4.219 D_real: 0.121 D_fake: 0.063 +(epoch: 7, iters: 47004, time: 0.310, data: 0.016) G_GAN: 3.656 G_L1: 5.021 D_real: 0.217 D_fake: 0.427 +(epoch: 7, iters: 47104, time: 0.417, data: 0.018) G_GAN: 1.610 G_L1: 4.467 D_real: 0.809 D_fake: 0.180 +(epoch: 7, iters: 47204, time: 0.298, data: 0.018) G_GAN: 2.359 G_L1: 3.913 D_real: 0.697 D_fake: 0.108 +(epoch: 7, iters: 47304, time: 0.293, data: 0.017) G_GAN: 2.768 G_L1: 3.900 D_real: 0.117 D_fake: 0.409 +(epoch: 7, iters: 47404, time: 0.291, data: 0.018) G_GAN: 2.899 G_L1: 4.608 D_real: 0.032 D_fake: 0.323 +(epoch: 7, iters: 47504, time: 0.424, data: 0.015) G_GAN: 3.400 G_L1: 4.028 D_real: 0.108 D_fake: 0.892 +(epoch: 7, iters: 47604, time: 0.303, data: 0.020) G_GAN: 3.487 G_L1: 4.095 D_real: 0.085 D_fake: 0.138 +(epoch: 7, iters: 47704, time: 0.296, data: 0.019) G_GAN: 3.616 G_L1: 4.842 D_real: 0.403 D_fake: 0.067 +(epoch: 7, iters: 47804, time: 0.299, data: 0.017) G_GAN: 3.307 G_L1: 4.019 D_real: 0.154 D_fake: 0.135 +(epoch: 7, iters: 47904, time: 0.542, data: 0.017) G_GAN: 3.612 G_L1: 7.123 D_real: 0.128 D_fake: 0.067 +(epoch: 7, iters: 48004, time: 0.293, data: 0.017) G_GAN: 2.950 G_L1: 4.380 D_real: 0.274 D_fake: 0.166 +(epoch: 7, iters: 48104, time: 0.296, data: 0.016) G_GAN: 1.254 G_L1: 4.684 D_real: 1.006 D_fake: 0.144 +(epoch: 7, iters: 48204, time: 0.294, data: 0.018) G_GAN: 2.333 G_L1: 3.342 D_real: 1.294 D_fake: 0.066 +(epoch: 7, iters: 48304, time: 0.403, data: 0.017) G_GAN: 3.951 G_L1: 4.552 D_real: 0.013 D_fake: 0.116 +(epoch: 7, iters: 48404, time: 0.287, data: 0.019) G_GAN: 3.509 G_L1: 3.629 D_real: 0.674 D_fake: 0.108 +(epoch: 7, iters: 48504, time: 0.297, data: 0.016) G_GAN: 2.488 G_L1: 3.998 D_real: 1.252 D_fake: 0.073 +(epoch: 7, iters: 48604, time: 0.304, data: 0.017) G_GAN: 3.030 G_L1: 5.707 D_real: 0.252 D_fake: 0.083 +(epoch: 7, iters: 48704, time: 0.413, data: 0.016) G_GAN: 2.536 G_L1: 2.952 D_real: 0.256 D_fake: 0.293 +(epoch: 7, iters: 48804, time: 0.295, data: 0.020) G_GAN: 2.068 G_L1: 3.985 D_real: 0.117 D_fake: 0.289 +(epoch: 7, iters: 48904, time: 0.296, data: 0.019) G_GAN: 2.725 G_L1: 3.685 D_real: 0.197 D_fake: 0.144 +(epoch: 7, iters: 49004, time: 0.303, data: 0.017) G_GAN: 2.987 G_L1: 4.561 D_real: 0.570 D_fake: 0.154 +(epoch: 7, iters: 49104, time: 0.413, data: 0.016) G_GAN: 2.500 G_L1: 4.009 D_real: 0.629 D_fake: 0.230 +(epoch: 7, iters: 49204, time: 0.297, data: 0.020) G_GAN: 1.980 G_L1: 3.606 D_real: 0.235 D_fake: 0.127 +(epoch: 7, iters: 49304, time: 0.297, data: 0.017) G_GAN: 2.068 G_L1: 2.738 D_real: 0.320 D_fake: 0.305 +(epoch: 7, iters: 49404, time: 0.291, data: 0.016) G_GAN: 2.590 G_L1: 5.146 D_real: 0.149 D_fake: 0.635 +(epoch: 7, iters: 49504, time: 0.395, data: 0.016) G_GAN: 1.861 G_L1: 2.034 D_real: 0.980 D_fake: 0.193 +(epoch: 7, iters: 49604, time: 0.289, data: 0.019) G_GAN: 3.121 G_L1: 3.417 D_real: 0.247 D_fake: 0.089 +(epoch: 7, iters: 49704, time: 0.285, data: 0.016) G_GAN: 2.373 G_L1: 3.799 D_real: 0.221 D_fake: 0.899 +(epoch: 7, iters: 49804, time: 0.291, data: 0.014) G_GAN: 1.752 G_L1: 3.181 D_real: 0.822 D_fake: 0.178 +(epoch: 7, iters: 49904, time: 0.537, data: 0.015) G_GAN: 2.575 G_L1: 3.787 D_real: 0.424 D_fake: 0.381 +(epoch: 7, iters: 50004, time: 0.294, data: 0.019) G_GAN: 2.148 G_L1: 3.012 D_real: 0.258 D_fake: 0.272 +(epoch: 7, iters: 50104, time: 0.299, data: 0.015) G_GAN: 3.639 G_L1: 3.285 D_real: 0.101 D_fake: 0.224 +(epoch: 7, iters: 50204, time: 0.295, data: 0.018) G_GAN: 2.997 G_L1: 5.027 D_real: 0.032 D_fake: 0.157 +(epoch: 7, iters: 50304, time: 0.387, data: 0.015) G_GAN: 3.884 G_L1: 3.647 D_real: 0.162 D_fake: 0.049 +(epoch: 7, iters: 50404, time: 0.299, data: 0.021) G_GAN: 3.690 G_L1: 3.703 D_real: 0.240 D_fake: 0.053 +(epoch: 7, iters: 50504, time: 0.305, data: 0.016) G_GAN: 1.737 G_L1: 3.440 D_real: 0.436 D_fake: 0.228 +(epoch: 7, iters: 50604, time: 0.300, data: 0.018) G_GAN: 3.718 G_L1: 3.363 D_real: 0.182 D_fake: 0.116 +(epoch: 7, iters: 50704, time: 0.405, data: 0.016) G_GAN: 2.208 G_L1: 3.570 D_real: 0.933 D_fake: 0.190 +(epoch: 7, iters: 50804, time: 0.295, data: 0.017) G_GAN: 2.761 G_L1: 4.404 D_real: 0.022 D_fake: 0.191 +(epoch: 7, iters: 50904, time: 0.298, data: 0.016) G_GAN: 3.979 G_L1: 5.486 D_real: 0.062 D_fake: 0.474 +(epoch: 7, iters: 51004, time: 0.307, data: 0.016) G_GAN: 2.951 G_L1: 6.675 D_real: 0.101 D_fake: 0.355 +(epoch: 7, iters: 51104, time: 0.415, data: 0.018) G_GAN: 2.839 G_L1: 2.896 D_real: 0.580 D_fake: 0.097 +(epoch: 7, iters: 51204, time: 0.296, data: 0.022) G_GAN: 3.846 G_L1: 6.187 D_real: 0.013 D_fake: 0.080 +(epoch: 7, iters: 51304, time: 0.306, data: 0.016) G_GAN: 3.523 G_L1: 5.019 D_real: 0.093 D_fake: 0.174 +(epoch: 7, iters: 51404, time: 0.303, data: 0.018) G_GAN: 2.141 G_L1: 2.942 D_real: 0.776 D_fake: 0.119 +(epoch: 7, iters: 51504, time: 0.387, data: 0.016) G_GAN: 3.604 G_L1: 4.354 D_real: 0.232 D_fake: 0.568 +(epoch: 7, iters: 51604, time: 0.309, data: 0.018) G_GAN: 3.849 G_L1: 6.330 D_real: 0.092 D_fake: 0.059 +(epoch: 7, iters: 51704, time: 0.299, data: 0.018) G_GAN: 3.900 G_L1: 4.681 D_real: 0.106 D_fake: 0.684 +(epoch: 7, iters: 51804, time: 0.306, data: 0.019) G_GAN: 3.664 G_L1: 3.768 D_real: 0.027 D_fake: 0.074 +(epoch: 7, iters: 51904, time: 0.548, data: 0.017) G_GAN: 2.473 G_L1: 3.792 D_real: 0.128 D_fake: 0.384 +(epoch: 7, iters: 52004, time: 0.300, data: 0.019) G_GAN: 3.025 G_L1: 3.465 D_real: 0.111 D_fake: 0.350 +(epoch: 7, iters: 52104, time: 0.299, data: 0.018) G_GAN: 2.267 G_L1: 3.671 D_real: 0.562 D_fake: 0.082 +(epoch: 7, iters: 52204, time: 0.296, data: 0.017) G_GAN: 3.366 G_L1: 4.656 D_real: 0.193 D_fake: 0.600 +(epoch: 7, iters: 52304, time: 0.424, data: 0.016) G_GAN: 2.392 G_L1: 2.877 D_real: 0.037 D_fake: 0.658 +(epoch: 7, iters: 52404, time: 0.291, data: 0.020) G_GAN: 2.869 G_L1: 3.759 D_real: 0.141 D_fake: 0.497 +(epoch: 7, iters: 52504, time: 0.293, data: 0.018) G_GAN: 2.436 G_L1: 3.844 D_real: 0.323 D_fake: 0.194 +(epoch: 7, iters: 52604, time: 0.305, data: 0.016) G_GAN: 3.330 G_L1: 3.718 D_real: 0.018 D_fake: 0.779 +(epoch: 7, iters: 52704, time: 0.416, data: 0.016) G_GAN: 3.414 G_L1: 4.496 D_real: 0.155 D_fake: 0.224 +(epoch: 7, iters: 52804, time: 0.282, data: 0.020) G_GAN: 2.492 G_L1: 3.355 D_real: 0.026 D_fake: 0.794 +(epoch: 7, iters: 52904, time: 0.303, data: 0.016) G_GAN: 2.923 G_L1: 4.269 D_real: 0.340 D_fake: 0.331 +(epoch: 7, iters: 53004, time: 0.298, data: 0.018) G_GAN: 6.085 G_L1: 4.811 D_real: 0.284 D_fake: 0.761 +(epoch: 7, iters: 53104, time: 0.392, data: 0.016) G_GAN: 2.808 G_L1: 3.454 D_real: 0.240 D_fake: 0.228 +(epoch: 7, iters: 53204, time: 0.305, data: 0.019) G_GAN: 2.314 G_L1: 3.034 D_real: 0.412 D_fake: 0.191 +(epoch: 7, iters: 53304, time: 0.292, data: 0.017) G_GAN: 2.452 G_L1: 3.424 D_real: 0.096 D_fake: 0.487 +(epoch: 7, iters: 53404, time: 0.298, data: 0.016) G_GAN: 3.326 G_L1: 4.941 D_real: 0.136 D_fake: 0.094 +(epoch: 7, iters: 53504, time: 0.399, data: 0.015) G_GAN: 3.608 G_L1: 3.850 D_real: 0.018 D_fake: 0.158 +(epoch: 7, iters: 53604, time: 0.308, data: 0.019) G_GAN: 2.480 G_L1: 4.244 D_real: 0.388 D_fake: 0.072 +(epoch: 7, iters: 53704, time: 0.307, data: 0.017) G_GAN: 2.978 G_L1: 3.116 D_real: 0.114 D_fake: 0.487 +(epoch: 7, iters: 53804, time: 0.302, data: 0.017) G_GAN: 2.106 G_L1: 2.678 D_real: 0.239 D_fake: 0.234 +(epoch: 7, iters: 53904, time: 0.546, data: 0.019) G_GAN: 2.424 G_L1: 2.878 D_real: 0.709 D_fake: 0.289 +(epoch: 7, iters: 54004, time: 0.303, data: 0.020) G_GAN: 2.551 G_L1: 2.758 D_real: 0.202 D_fake: 0.683 +(epoch: 7, iters: 54104, time: 0.310, data: 0.018) G_GAN: 1.762 G_L1: 3.218 D_real: 0.436 D_fake: 0.428 +(epoch: 7, iters: 54204, time: 0.306, data: 0.017) G_GAN: 2.823 G_L1: 3.689 D_real: 0.282 D_fake: 0.595 +(epoch: 7, iters: 54304, time: 0.414, data: 0.018) G_GAN: 3.354 G_L1: 5.109 D_real: 0.080 D_fake: 0.490 +(epoch: 7, iters: 54404, time: 0.292, data: 0.020) G_GAN: 2.848 G_L1: 3.628 D_real: 0.258 D_fake: 0.098 +(epoch: 7, iters: 54504, time: 0.305, data: 0.019) G_GAN: 3.894 G_L1: 3.546 D_real: 0.293 D_fake: 0.160 +(epoch: 7, iters: 54604, time: 0.303, data: 0.016) G_GAN: 3.074 G_L1: 5.043 D_real: 0.112 D_fake: 0.285 +(epoch: 7, iters: 54704, time: 0.394, data: 0.021) G_GAN: 5.058 G_L1: 4.156 D_real: 0.383 D_fake: 0.018 +(epoch: 7, iters: 54804, time: 0.286, data: 0.019) G_GAN: 2.623 G_L1: 3.905 D_real: 0.170 D_fake: 0.455 +(epoch: 7, iters: 54904, time: 0.304, data: 0.018) G_GAN: 3.825 G_L1: 4.798 D_real: 0.110 D_fake: 0.357 +(epoch: 7, iters: 55004, time: 0.305, data: 0.019) G_GAN: 3.977 G_L1: 4.356 D_real: 0.451 D_fake: 0.042 +(epoch: 7, iters: 55104, time: 0.411, data: 0.018) G_GAN: 2.423 G_L1: 3.005 D_real: 0.569 D_fake: 0.116 +(epoch: 7, iters: 55204, time: 0.298, data: 0.019) G_GAN: 3.989 G_L1: 3.903 D_real: 0.016 D_fake: 0.598 +(epoch: 7, iters: 55304, time: 0.300, data: 0.016) G_GAN: 3.633 G_L1: 3.560 D_real: 0.222 D_fake: 0.461 +(epoch: 7, iters: 55404, time: 0.298, data: 0.016) G_GAN: 2.669 G_L1: 2.563 D_real: 0.637 D_fake: 0.098 +(epoch: 7, iters: 55504, time: 0.402, data: 0.017) G_GAN: 3.343 G_L1: 4.093 D_real: 0.281 D_fake: 0.087 +(epoch: 7, iters: 55604, time: 0.296, data: 0.017) G_GAN: 3.677 G_L1: 5.491 D_real: 0.215 D_fake: 0.211 +(epoch: 7, iters: 55704, time: 0.295, data: 0.019) G_GAN: 2.346 G_L1: 4.992 D_real: 0.394 D_fake: 0.094 +(epoch: 7, iters: 55804, time: 0.295, data: 0.016) G_GAN: 1.766 G_L1: 2.876 D_real: 0.555 D_fake: 0.098 +(epoch: 7, iters: 55904, time: 0.537, data: 0.016) G_GAN: 2.715 G_L1: 2.923 D_real: 0.297 D_fake: 0.059 +(epoch: 7, iters: 56004, time: 0.301, data: 0.020) G_GAN: 2.501 G_L1: 3.486 D_real: 0.390 D_fake: 0.102 +(epoch: 7, iters: 56104, time: 0.303, data: 0.016) G_GAN: 3.253 G_L1: 4.298 D_real: 0.125 D_fake: 0.103 +(epoch: 7, iters: 56204, time: 0.302, data: 0.019) G_GAN: 1.897 G_L1: 2.518 D_real: 0.667 D_fake: 0.066 +(epoch: 7, iters: 56304, time: 0.416, data: 0.021) G_GAN: 4.718 G_L1: 3.316 D_real: 0.067 D_fake: 0.920 +(epoch: 7, iters: 56404, time: 0.302, data: 0.019) G_GAN: 2.374 G_L1: 3.381 D_real: 0.410 D_fake: 0.230 +(epoch: 7, iters: 56504, time: 0.281, data: 0.017) G_GAN: 3.568 G_L1: 3.956 D_real: 0.014 D_fake: 0.167 +(epoch: 7, iters: 56604, time: 0.298, data: 0.015) G_GAN: 2.770 G_L1: 3.044 D_real: 0.294 D_fake: 0.122 +(epoch: 7, iters: 56704, time: 0.423, data: 0.019) G_GAN: 4.054 G_L1: 3.751 D_real: 0.059 D_fake: 0.049 +(epoch: 7, iters: 56804, time: 0.292, data: 0.019) G_GAN: 3.577 G_L1: 4.299 D_real: 0.233 D_fake: 0.035 +(epoch: 7, iters: 56904, time: 0.298, data: 0.016) G_GAN: 4.676 G_L1: 4.087 D_real: 0.013 D_fake: 0.620 +(epoch: 7, iters: 57004, time: 0.294, data: 0.016) G_GAN: 2.692 G_L1: 4.914 D_real: 0.173 D_fake: 0.162 +(epoch: 7, iters: 57104, time: 0.410, data: 0.018) G_GAN: 2.942 G_L1: 4.290 D_real: 0.093 D_fake: 0.329 +(epoch: 7, iters: 57204, time: 0.290, data: 0.019) G_GAN: 4.072 G_L1: 5.801 D_real: 0.018 D_fake: 0.550 +(epoch: 7, iters: 57304, time: 0.308, data: 0.016) G_GAN: 3.062 G_L1: 3.576 D_real: 0.149 D_fake: 0.417 +(epoch: 7, iters: 57404, time: 0.301, data: 0.017) G_GAN: 1.317 G_L1: 3.551 D_real: 0.809 D_fake: 0.329 +(epoch: 7, iters: 57504, time: 0.416, data: 0.018) G_GAN: 0.755 G_L1: 5.356 D_real: 0.711 D_fake: 0.193 +(epoch: 7, iters: 57604, time: 0.300, data: 0.018) G_GAN: 2.064 G_L1: 3.556 D_real: 0.077 D_fake: 0.512 +(epoch: 7, iters: 57704, time: 0.307, data: 0.017) G_GAN: 1.827 G_L1: 6.255 D_real: 0.546 D_fake: 0.229 +(epoch: 7, iters: 57804, time: 0.305, data: 0.018) G_GAN: 4.073 G_L1: 5.386 D_real: 0.125 D_fake: 0.107 +(epoch: 7, iters: 57904, time: 0.506, data: 0.020) G_GAN: 2.831 G_L1: 3.676 D_real: 0.371 D_fake: 0.464 +(epoch: 7, iters: 58004, time: 0.287, data: 0.019) G_GAN: 3.420 G_L1: 3.783 D_real: 0.415 D_fake: 0.050 +(epoch: 7, iters: 58104, time: 0.296, data: 0.014) G_GAN: 2.984 G_L1: 3.988 D_real: 0.344 D_fake: 0.139 +(epoch: 7, iters: 58204, time: 0.296, data: 0.017) G_GAN: 2.407 G_L1: 3.481 D_real: 1.145 D_fake: 0.462 +(epoch: 7, iters: 58304, time: 0.385, data: 0.018) G_GAN: 2.199 G_L1: 2.520 D_real: 0.194 D_fake: 0.189 +(epoch: 7, iters: 58404, time: 0.302, data: 0.019) G_GAN: 2.194 G_L1: 6.264 D_real: 1.251 D_fake: 0.064 +(epoch: 7, iters: 58504, time: 0.293, data: 0.017) G_GAN: 3.181 G_L1: 6.315 D_real: 0.596 D_fake: 0.235 +(epoch: 7, iters: 58604, time: 0.305, data: 0.015) G_GAN: 2.243 G_L1: 3.182 D_real: 0.767 D_fake: 0.447 +(epoch: 7, iters: 58704, time: 0.414, data: 0.018) G_GAN: 2.718 G_L1: 3.422 D_real: 0.537 D_fake: 0.092 +(epoch: 7, iters: 58804, time: 0.308, data: 0.019) G_GAN: 3.244 G_L1: 4.623 D_real: 0.051 D_fake: 0.116 +(epoch: 7, iters: 58904, time: 0.294, data: 0.020) G_GAN: 2.925 G_L1: 3.316 D_real: 0.376 D_fake: 0.195 +(epoch: 7, iters: 59004, time: 0.308, data: 0.017) G_GAN: 3.502 G_L1: 5.920 D_real: 0.073 D_fake: 0.339 +(epoch: 7, iters: 59104, time: 0.416, data: 0.017) G_GAN: 1.734 G_L1: 3.524 D_real: 0.722 D_fake: 0.124 +(epoch: 7, iters: 59204, time: 0.304, data: 0.020) G_GAN: 2.956 G_L1: 3.674 D_real: 0.423 D_fake: 0.060 +(epoch: 7, iters: 59304, time: 0.304, data: 0.018) G_GAN: 3.681 G_L1: 5.295 D_real: 0.287 D_fake: 0.099 +(epoch: 7, iters: 59404, time: 0.302, data: 0.018) G_GAN: 4.725 G_L1: 2.940 D_real: 0.147 D_fake: 0.885 +(epoch: 7, iters: 59504, time: 0.409, data: 0.016) G_GAN: 3.738 G_L1: 3.813 D_real: 0.066 D_fake: 0.441 +(epoch: 7, iters: 59604, time: 0.303, data: 0.017) G_GAN: 2.496 G_L1: 3.785 D_real: 0.291 D_fake: 0.276 +(epoch: 7, iters: 59704, time: 0.306, data: 0.022) G_GAN: 2.982 G_L1: 5.281 D_real: 0.198 D_fake: 0.261 +(epoch: 7, iters: 59804, time: 0.298, data: 0.018) G_GAN: 3.260 G_L1: 3.566 D_real: 0.043 D_fake: 0.369 +(epoch: 7, iters: 59904, time: 0.536, data: 0.018) G_GAN: 3.069 G_L1: 4.025 D_real: 0.517 D_fake: 0.036 +(epoch: 7, iters: 60004, time: 0.305, data: 0.020) G_GAN: 2.886 G_L1: 3.206 D_real: 0.143 D_fake: 0.236 +(epoch: 8, iters: 88, time: 0.304, data: 0.017) G_GAN: 2.512 G_L1: 3.338 D_real: 0.229 D_fake: 0.149 +(epoch: 8, iters: 188, time: 0.295, data: 0.021) G_GAN: 2.802 G_L1: 4.995 D_real: 0.387 D_fake: 0.128 +(epoch: 8, iters: 288, time: 0.536, data: 0.018) G_GAN: 2.982 G_L1: 4.074 D_real: 0.036 D_fake: 0.170 +(epoch: 8, iters: 388, time: 0.295, data: 0.019) G_GAN: 3.521 G_L1: 3.729 D_real: 0.327 D_fake: 0.076 +(epoch: 8, iters: 488, time: 0.303, data: 0.020) G_GAN: 1.306 G_L1: 2.897 D_real: 0.421 D_fake: 0.313 +(epoch: 8, iters: 588, time: 0.283, data: 0.017) G_GAN: 3.305 G_L1: 3.551 D_real: 0.121 D_fake: 0.615 +(epoch: 8, iters: 688, time: 0.409, data: 0.019) G_GAN: 3.155 G_L1: 3.122 D_real: 0.202 D_fake: 0.082 +(epoch: 8, iters: 788, time: 0.300, data: 0.020) G_GAN: 1.977 G_L1: 5.317 D_real: 0.315 D_fake: 0.203 +(epoch: 8, iters: 888, time: 0.303, data: 0.019) G_GAN: 3.977 G_L1: 3.784 D_real: 0.058 D_fake: 0.688 +(epoch: 8, iters: 988, time: 0.308, data: 0.018) G_GAN: 3.476 G_L1: 4.783 D_real: 0.569 D_fake: 0.304 +(epoch: 8, iters: 1088, time: 0.411, data: 0.018) G_GAN: 4.638 G_L1: 3.385 D_real: 0.280 D_fake: 0.736 +(epoch: 8, iters: 1188, time: 0.304, data: 0.020) G_GAN: 3.336 G_L1: 5.378 D_real: 0.035 D_fake: 0.506 +(epoch: 8, iters: 1288, time: 0.301, data: 0.018) G_GAN: 2.538 G_L1: 4.915 D_real: 0.272 D_fake: 0.246 +(epoch: 8, iters: 1388, time: 0.290, data: 0.018) G_GAN: 3.327 G_L1: 4.521 D_real: 0.069 D_fake: 0.239 +(epoch: 8, iters: 1488, time: 0.412, data: 0.016) G_GAN: 3.642 G_L1: 4.505 D_real: 0.424 D_fake: 0.582 +(epoch: 8, iters: 1588, time: 0.296, data: 0.019) G_GAN: 3.057 G_L1: 3.927 D_real: 0.113 D_fake: 0.108 +(epoch: 8, iters: 1688, time: 0.308, data: 0.018) G_GAN: 2.972 G_L1: 2.924 D_real: 0.333 D_fake: 0.928 +(epoch: 8, iters: 1788, time: 0.291, data: 0.017) G_GAN: 1.785 G_L1: 5.276 D_real: 0.225 D_fake: 0.350 +(epoch: 8, iters: 1888, time: 0.564, data: 0.019) G_GAN: 2.824 G_L1: 5.343 D_real: 0.047 D_fake: 0.829 +(epoch: 8, iters: 1988, time: 0.298, data: 0.019) G_GAN: 3.187 G_L1: 4.141 D_real: 0.310 D_fake: 0.079 +(epoch: 8, iters: 2088, time: 0.303, data: 0.020) G_GAN: 2.631 G_L1: 4.944 D_real: 0.095 D_fake: 0.279 +(epoch: 8, iters: 2188, time: 0.304, data: 0.017) G_GAN: 4.448 G_L1: 4.640 D_real: 0.131 D_fake: 0.111 +(epoch: 8, iters: 2288, time: 0.413, data: 0.017) G_GAN: 3.206 G_L1: 4.020 D_real: 0.061 D_fake: 0.218 +(epoch: 8, iters: 2388, time: 0.307, data: 0.019) G_GAN: 2.915 G_L1: 2.663 D_real: 0.613 D_fake: 0.081 +(epoch: 8, iters: 2488, time: 0.296, data: 0.018) G_GAN: 2.902 G_L1: 6.117 D_real: 0.240 D_fake: 0.075 +(epoch: 8, iters: 2588, time: 0.297, data: 0.016) G_GAN: 2.436 G_L1: 3.799 D_real: 0.205 D_fake: 0.213 +(epoch: 8, iters: 2688, time: 0.416, data: 0.017) G_GAN: 2.911 G_L1: 3.852 D_real: 0.115 D_fake: 0.339 +(epoch: 8, iters: 2788, time: 0.290, data: 0.023) G_GAN: 3.278 G_L1: 4.206 D_real: 0.034 D_fake: 0.118 +(epoch: 8, iters: 2888, time: 0.303, data: 0.017) G_GAN: 4.349 G_L1: 9.031 D_real: 0.073 D_fake: 0.103 +(epoch: 8, iters: 2988, time: 0.302, data: 0.017) G_GAN: 2.894 G_L1: 3.219 D_real: 0.945 D_fake: 0.116 +(epoch: 8, iters: 3088, time: 0.397, data: 0.020) G_GAN: 3.229 G_L1: 3.144 D_real: 0.046 D_fake: 0.347 +(epoch: 8, iters: 3188, time: 0.299, data: 0.020) G_GAN: 4.825 G_L1: 4.523 D_real: 0.026 D_fake: 0.044 +(epoch: 8, iters: 3288, time: 0.296, data: 0.017) G_GAN: 3.554 G_L1: 8.585 D_real: 0.088 D_fake: 0.291 +(epoch: 8, iters: 3388, time: 0.308, data: 0.019) G_GAN: 4.317 G_L1: 4.052 D_real: 0.473 D_fake: 0.018 +(epoch: 8, iters: 3488, time: 0.387, data: 0.018) G_GAN: 2.419 G_L1: 3.464 D_real: 0.231 D_fake: 0.144 +(epoch: 8, iters: 3588, time: 0.305, data: 0.019) G_GAN: 2.993 G_L1: 4.444 D_real: 0.127 D_fake: 0.140 +(epoch: 8, iters: 3688, time: 0.307, data: 0.017) G_GAN: 2.953 G_L1: 2.996 D_real: 0.186 D_fake: 1.429 +(epoch: 8, iters: 3788, time: 0.304, data: 0.017) G_GAN: 3.377 G_L1: 3.571 D_real: 0.508 D_fake: 0.028 +(epoch: 8, iters: 3888, time: 0.543, data: 0.017) G_GAN: 3.539 G_L1: 4.085 D_real: 0.515 D_fake: 0.039 +(epoch: 8, iters: 3988, time: 0.302, data: 0.018) G_GAN: 2.068 G_L1: 3.472 D_real: 1.000 D_fake: 0.308 +(epoch: 8, iters: 4088, time: 0.307, data: 0.018) G_GAN: 3.395 G_L1: 4.521 D_real: 0.235 D_fake: 0.422 +(epoch: 8, iters: 4188, time: 0.302, data: 0.016) G_GAN: 1.560 G_L1: 3.417 D_real: 0.516 D_fake: 0.353 +(epoch: 8, iters: 4288, time: 0.426, data: 0.018) G_GAN: 2.006 G_L1: 3.738 D_real: 0.366 D_fake: 0.274 +(epoch: 8, iters: 4388, time: 0.307, data: 0.018) G_GAN: 3.398 G_L1: 5.406 D_real: 0.013 D_fake: 0.635 +(epoch: 8, iters: 4488, time: 0.310, data: 0.016) G_GAN: 3.343 G_L1: 3.422 D_real: 0.098 D_fake: 0.084 +(epoch: 8, iters: 4588, time: 0.297, data: 0.018) G_GAN: 4.172 G_L1: 4.106 D_real: 0.222 D_fake: 0.072 +(epoch: 8, iters: 4688, time: 0.414, data: 0.016) G_GAN: 3.203 G_L1: 4.424 D_real: 0.347 D_fake: 0.266 +(epoch: 8, iters: 4788, time: 0.288, data: 0.018) G_GAN: 2.943 G_L1: 3.577 D_real: 0.006 D_fake: 0.648 +(epoch: 8, iters: 4888, time: 0.302, data: 0.016) G_GAN: 4.338 G_L1: 4.961 D_real: 0.073 D_fake: 0.333 +(epoch: 8, iters: 4988, time: 0.303, data: 0.018) G_GAN: 3.300 G_L1: 4.600 D_real: 0.304 D_fake: 0.411 +(epoch: 8, iters: 5088, time: 0.415, data: 0.017) G_GAN: 3.400 G_L1: 3.414 D_real: 0.153 D_fake: 0.320 +(epoch: 8, iters: 5188, time: 0.303, data: 0.018) G_GAN: 3.297 G_L1: 2.763 D_real: 0.175 D_fake: 0.181 +(epoch: 8, iters: 5288, time: 0.290, data: 0.016) G_GAN: 3.085 G_L1: 4.017 D_real: 0.316 D_fake: 0.164 +(epoch: 8, iters: 5388, time: 0.296, data: 0.019) G_GAN: 2.461 G_L1: 4.054 D_real: 0.382 D_fake: 0.107 +(epoch: 8, iters: 5488, time: 0.410, data: 0.016) G_GAN: 3.525 G_L1: 3.873 D_real: 0.171 D_fake: 0.261 +(epoch: 8, iters: 5588, time: 0.295, data: 0.017) G_GAN: 1.995 G_L1: 2.923 D_real: 0.621 D_fake: 0.103 +(epoch: 8, iters: 5688, time: 0.282, data: 0.015) G_GAN: 3.401 G_L1: 3.818 D_real: 0.021 D_fake: 0.144 +(epoch: 8, iters: 5788, time: 0.305, data: 0.015) G_GAN: 2.756 G_L1: 3.601 D_real: 0.009 D_fake: 0.132 +(epoch: 8, iters: 5888, time: 0.552, data: 0.017) G_GAN: 2.776 G_L1: 4.220 D_real: 0.176 D_fake: 0.212 +(epoch: 8, iters: 5988, time: 0.283, data: 0.019) G_GAN: 2.549 G_L1: 2.852 D_real: 0.068 D_fake: 0.358 +(epoch: 8, iters: 6088, time: 0.302, data: 0.013) G_GAN: 3.505 G_L1: 3.516 D_real: 0.104 D_fake: 0.048 +(epoch: 8, iters: 6188, time: 0.300, data: 0.016) G_GAN: 2.008 G_L1: 2.627 D_real: 0.840 D_fake: 0.199 +(epoch: 8, iters: 6288, time: 0.409, data: 0.022) G_GAN: 2.998 G_L1: 4.156 D_real: 0.277 D_fake: 0.100 +(epoch: 8, iters: 6388, time: 0.304, data: 0.018) G_GAN: 3.258 G_L1: 4.783 D_real: 0.244 D_fake: 0.113 +(epoch: 8, iters: 6488, time: 0.290, data: 0.017) G_GAN: 2.063 G_L1: 2.601 D_real: 0.347 D_fake: 0.277 +(epoch: 8, iters: 6588, time: 0.302, data: 0.016) G_GAN: 2.671 G_L1: 3.517 D_real: 0.111 D_fake: 0.111 +(epoch: 8, iters: 6688, time: 0.420, data: 0.018) G_GAN: 3.220 G_L1: 4.438 D_real: 0.295 D_fake: 0.169 +(epoch: 8, iters: 6788, time: 0.298, data: 0.019) G_GAN: 3.211 G_L1: 4.504 D_real: 0.271 D_fake: 0.055 +(epoch: 8, iters: 6888, time: 0.305, data: 0.017) G_GAN: 3.620 G_L1: 3.075 D_real: 0.166 D_fake: 0.741 +(epoch: 8, iters: 6988, time: 0.304, data: 0.016) G_GAN: 2.227 G_L1: 3.117 D_real: 0.333 D_fake: 0.195 +(epoch: 8, iters: 7088, time: 0.404, data: 0.020) G_GAN: 2.612 G_L1: 3.089 D_real: 0.318 D_fake: 0.152 +(epoch: 8, iters: 7188, time: 0.296, data: 0.017) G_GAN: 1.345 G_L1: 3.721 D_real: 1.359 D_fake: 0.337 +(epoch: 8, iters: 7288, time: 0.302, data: 0.018) G_GAN: 3.655 G_L1: 3.346 D_real: 0.050 D_fake: 0.097 +(epoch: 8, iters: 7388, time: 0.297, data: 0.016) G_GAN: 2.780 G_L1: 5.323 D_real: 0.408 D_fake: 0.227 +(epoch: 8, iters: 7488, time: 0.396, data: 0.016) G_GAN: 2.580 G_L1: 9.976 D_real: 0.096 D_fake: 0.191 +(epoch: 8, iters: 7588, time: 0.298, data: 0.017) G_GAN: 3.601 G_L1: 3.032 D_real: 0.036 D_fake: 0.544 +(epoch: 8, iters: 7688, time: 0.302, data: 0.017) G_GAN: 2.337 G_L1: 3.761 D_real: 0.101 D_fake: 0.186 +(epoch: 8, iters: 7788, time: 0.304, data: 0.017) G_GAN: 2.694 G_L1: 4.159 D_real: 0.830 D_fake: 0.036 +(epoch: 8, iters: 7888, time: 0.533, data: 0.016) G_GAN: 3.960 G_L1: 3.666 D_real: 0.065 D_fake: 0.729 +(epoch: 8, iters: 7988, time: 0.306, data: 0.018) G_GAN: 2.912 G_L1: 2.204 D_real: 0.085 D_fake: 0.305 +(epoch: 8, iters: 8088, time: 0.302, data: 0.017) G_GAN: 2.896 G_L1: 3.663 D_real: 0.457 D_fake: 0.030 +(epoch: 8, iters: 8188, time: 0.300, data: 0.016) G_GAN: 4.375 G_L1: 4.608 D_real: 0.032 D_fake: 0.602 +(epoch: 8, iters: 8288, time: 0.409, data: 0.017) G_GAN: 3.304 G_L1: 3.813 D_real: 0.192 D_fake: 0.296 +(epoch: 8, iters: 8388, time: 0.295, data: 0.018) G_GAN: 2.834 G_L1: 4.483 D_real: 0.143 D_fake: 0.152 +(epoch: 8, iters: 8488, time: 0.310, data: 0.017) G_GAN: 3.832 G_L1: 4.436 D_real: 0.045 D_fake: 0.386 +(epoch: 8, iters: 8588, time: 0.301, data: 0.017) G_GAN: 3.424 G_L1: 3.194 D_real: 0.039 D_fake: 0.228 +(epoch: 8, iters: 8688, time: 0.415, data: 0.017) G_GAN: 3.161 G_L1: 3.640 D_real: 0.071 D_fake: 0.410 +(epoch: 8, iters: 8788, time: 0.298, data: 0.018) G_GAN: 2.392 G_L1: 3.161 D_real: 0.456 D_fake: 0.112 +(epoch: 8, iters: 8888, time: 0.303, data: 0.016) G_GAN: 3.586 G_L1: 4.461 D_real: 0.108 D_fake: 0.240 +(epoch: 8, iters: 8988, time: 0.303, data: 0.016) G_GAN: 3.087 G_L1: 3.358 D_real: 0.434 D_fake: 0.165 +(epoch: 8, iters: 9088, time: 0.408, data: 0.018) G_GAN: 5.261 G_L1: 4.682 D_real: 0.406 D_fake: 0.015 +(epoch: 8, iters: 9188, time: 0.306, data: 0.019) G_GAN: 3.143 G_L1: 3.836 D_real: 0.043 D_fake: 0.207 +(epoch: 8, iters: 9288, time: 0.297, data: 0.016) G_GAN: 2.087 G_L1: 3.163 D_real: 0.086 D_fake: 0.407 +(epoch: 8, iters: 9388, time: 0.307, data: 0.016) G_GAN: 2.397 G_L1: 2.802 D_real: 0.190 D_fake: 0.212 +(epoch: 8, iters: 9488, time: 0.410, data: 0.019) G_GAN: 3.532 G_L1: 3.801 D_real: 0.054 D_fake: 0.111 +(epoch: 8, iters: 9588, time: 0.291, data: 0.019) G_GAN: 3.306 G_L1: 3.828 D_real: 0.320 D_fake: 0.088 +(epoch: 8, iters: 9688, time: 0.300, data: 0.015) G_GAN: 3.837 G_L1: 4.734 D_real: 0.014 D_fake: 0.318 +(epoch: 8, iters: 9788, time: 0.296, data: 0.016) G_GAN: 2.941 G_L1: 8.210 D_real: 0.125 D_fake: 0.142 +(epoch: 8, iters: 9888, time: 0.530, data: 0.018) G_GAN: 3.008 G_L1: 4.550 D_real: 0.168 D_fake: 0.104 +(epoch: 8, iters: 9988, time: 0.301, data: 0.018) G_GAN: 2.310 G_L1: 3.557 D_real: 0.204 D_fake: 0.280 +(epoch: 8, iters: 10088, time: 0.300, data: 0.018) G_GAN: 3.080 G_L1: 4.676 D_real: 0.081 D_fake: 0.690 +(epoch: 8, iters: 10188, time: 0.288, data: 0.019) G_GAN: 2.826 G_L1: 3.775 D_real: 0.303 D_fake: 0.241 +(epoch: 8, iters: 10288, time: 0.405, data: 0.016) G_GAN: 3.838 G_L1: 4.524 D_real: 0.036 D_fake: 0.116 +(epoch: 8, iters: 10388, time: 0.288, data: 0.016) G_GAN: 2.097 G_L1: 4.284 D_real: 0.373 D_fake: 0.201 +(epoch: 8, iters: 10488, time: 0.284, data: 0.017) G_GAN: 2.911 G_L1: 4.138 D_real: 0.352 D_fake: 0.147 +(epoch: 8, iters: 10588, time: 0.290, data: 0.015) G_GAN: 2.365 G_L1: 4.936 D_real: 0.459 D_fake: 0.222 +(epoch: 8, iters: 10688, time: 0.403, data: 0.018) G_GAN: 2.326 G_L1: 4.034 D_real: 0.273 D_fake: 0.284 +(epoch: 8, iters: 10788, time: 0.297, data: 0.019) G_GAN: 4.841 G_L1: 4.712 D_real: 0.287 D_fake: 0.398 +(epoch: 8, iters: 10888, time: 0.301, data: 0.016) G_GAN: 1.712 G_L1: 3.508 D_real: 1.231 D_fake: 0.057 +(epoch: 8, iters: 10988, time: 0.300, data: 0.017) G_GAN: 2.018 G_L1: 2.995 D_real: 0.591 D_fake: 0.230 +(epoch: 8, iters: 11088, time: 0.422, data: 0.017) G_GAN: 4.696 G_L1: 4.744 D_real: 0.038 D_fake: 0.241 +(epoch: 8, iters: 11188, time: 0.297, data: 0.018) G_GAN: 3.243 G_L1: 3.257 D_real: 0.027 D_fake: 0.230 +(epoch: 8, iters: 11288, time: 0.284, data: 0.016) G_GAN: 2.233 G_L1: 3.437 D_real: 0.303 D_fake: 0.363 +(epoch: 8, iters: 11388, time: 0.298, data: 0.018) G_GAN: 2.775 G_L1: 4.842 D_real: 0.014 D_fake: 0.611 +(epoch: 8, iters: 11488, time: 0.406, data: 0.016) G_GAN: 3.017 G_L1: 3.156 D_real: 0.111 D_fake: 0.484 +(epoch: 8, iters: 11588, time: 0.284, data: 0.019) G_GAN: 2.702 G_L1: 4.738 D_real: 0.237 D_fake: 0.282 +(epoch: 8, iters: 11688, time: 0.294, data: 0.017) G_GAN: 2.888 G_L1: 3.508 D_real: 0.381 D_fake: 0.059 +(epoch: 8, iters: 11788, time: 0.282, data: 0.017) G_GAN: 3.217 G_L1: 3.340 D_real: 0.012 D_fake: 0.218 +(epoch: 8, iters: 11888, time: 0.490, data: 0.017) G_GAN: 2.160 G_L1: 4.628 D_real: 0.667 D_fake: 0.291 +(epoch: 8, iters: 11988, time: 0.288, data: 0.017) G_GAN: 2.852 G_L1: 3.756 D_real: 0.252 D_fake: 0.272 +(epoch: 8, iters: 12088, time: 0.294, data: 0.019) G_GAN: 3.139 G_L1: 4.004 D_real: 0.694 D_fake: 0.043 +(epoch: 8, iters: 12188, time: 0.293, data: 0.017) G_GAN: 3.336 G_L1: 4.166 D_real: 0.054 D_fake: 0.112 +(epoch: 8, iters: 12288, time: 0.395, data: 0.015) G_GAN: 1.481 G_L1: 2.949 D_real: 0.937 D_fake: 0.154 +(epoch: 8, iters: 12388, time: 0.304, data: 0.016) G_GAN: 3.570 G_L1: 3.453 D_real: 0.027 D_fake: 0.138 +(epoch: 8, iters: 12488, time: 0.290, data: 0.017) G_GAN: 3.166 G_L1: 2.825 D_real: 0.724 D_fake: 0.054 +(epoch: 8, iters: 12588, time: 0.294, data: 0.016) G_GAN: 3.021 G_L1: 4.204 D_real: 0.077 D_fake: 0.179 +(epoch: 8, iters: 12688, time: 0.405, data: 0.016) G_GAN: 3.609 G_L1: 3.542 D_real: 0.144 D_fake: 0.700 +(epoch: 8, iters: 12788, time: 0.295, data: 0.018) G_GAN: 3.246 G_L1: 3.354 D_real: 0.063 D_fake: 0.155 +(epoch: 8, iters: 12888, time: 0.297, data: 0.019) G_GAN: 3.860 G_L1: 3.460 D_real: 0.124 D_fake: 0.486 +(epoch: 8, iters: 12988, time: 0.288, data: 0.017) G_GAN: 2.510 G_L1: 3.562 D_real: 0.153 D_fake: 0.113 +(epoch: 8, iters: 13088, time: 0.406, data: 0.015) G_GAN: 3.351 G_L1: 3.572 D_real: 0.136 D_fake: 0.192 +(epoch: 8, iters: 13188, time: 0.299, data: 0.020) G_GAN: 2.201 G_L1: 4.469 D_real: 0.347 D_fake: 0.103 +(epoch: 8, iters: 13288, time: 0.282, data: 0.020) G_GAN: 3.526 G_L1: 3.464 D_real: 0.360 D_fake: 0.051 +(epoch: 8, iters: 13388, time: 0.296, data: 0.019) G_GAN: 3.704 G_L1: 2.705 D_real: 0.044 D_fake: 0.304 +(epoch: 8, iters: 13488, time: 0.380, data: 0.017) G_GAN: 2.285 G_L1: 2.777 D_real: 0.275 D_fake: 0.552 +(epoch: 8, iters: 13588, time: 0.293, data: 0.017) G_GAN: 1.958 G_L1: 2.220 D_real: 1.117 D_fake: 0.305 +(epoch: 8, iters: 13688, time: 0.295, data: 0.016) G_GAN: 2.274 G_L1: 4.007 D_real: 0.802 D_fake: 0.227 +(epoch: 8, iters: 13788, time: 0.299, data: 0.017) G_GAN: 3.480 G_L1: 3.582 D_real: 0.179 D_fake: 0.135 +(epoch: 8, iters: 13888, time: 0.519, data: 0.017) G_GAN: 2.194 G_L1: 2.909 D_real: 0.338 D_fake: 0.309 +(epoch: 8, iters: 13988, time: 0.298, data: 0.017) G_GAN: 2.960 G_L1: 3.581 D_real: 0.318 D_fake: 0.174 +(epoch: 8, iters: 14088, time: 0.300, data: 0.017) G_GAN: 2.668 G_L1: 3.344 D_real: 0.042 D_fake: 0.238 +(epoch: 8, iters: 14188, time: 0.295, data: 0.017) G_GAN: 3.281 G_L1: 3.668 D_real: 0.130 D_fake: 0.133 +(epoch: 8, iters: 14288, time: 0.403, data: 0.015) G_GAN: 3.564 G_L1: 3.022 D_real: 0.401 D_fake: 0.242 +(epoch: 8, iters: 14388, time: 0.297, data: 0.019) G_GAN: 3.186 G_L1: 3.369 D_real: 0.132 D_fake: 0.386 +(epoch: 8, iters: 14488, time: 0.293, data: 0.017) G_GAN: 2.943 G_L1: 3.981 D_real: 0.011 D_fake: 0.349 +(epoch: 8, iters: 14588, time: 0.292, data: 0.018) G_GAN: 2.933 G_L1: 4.085 D_real: 0.351 D_fake: 0.419 +(epoch: 8, iters: 14688, time: 0.404, data: 0.016) G_GAN: 2.402 G_L1: 3.596 D_real: 0.064 D_fake: 0.435 +(epoch: 8, iters: 14788, time: 0.298, data: 0.018) G_GAN: 3.739 G_L1: 4.057 D_real: 0.202 D_fake: 0.122 +(epoch: 8, iters: 14888, time: 0.299, data: 0.016) G_GAN: 2.594 G_L1: 3.596 D_real: 0.239 D_fake: 0.141 +(epoch: 8, iters: 14988, time: 0.295, data: 0.019) G_GAN: 3.752 G_L1: 3.822 D_real: 0.453 D_fake: 0.114 +(epoch: 8, iters: 15088, time: 0.409, data: 0.020) G_GAN: 3.040 G_L1: 3.382 D_real: 0.178 D_fake: 0.293 +(epoch: 8, iters: 15188, time: 0.294, data: 0.018) G_GAN: 2.804 G_L1: 4.144 D_real: 0.046 D_fake: 0.215 +(epoch: 8, iters: 15288, time: 0.293, data: 0.018) G_GAN: 3.591 G_L1: 3.766 D_real: 0.133 D_fake: 0.311 +(epoch: 8, iters: 15388, time: 0.299, data: 0.016) G_GAN: 2.230 G_L1: 3.031 D_real: 0.033 D_fake: 0.637 +(epoch: 8, iters: 15488, time: 0.418, data: 0.018) G_GAN: 3.145 G_L1: 4.665 D_real: 0.034 D_fake: 0.207 +(epoch: 8, iters: 15588, time: 0.299, data: 0.018) G_GAN: 4.831 G_L1: 3.541 D_real: 1.289 D_fake: 0.010 +(epoch: 8, iters: 15688, time: 0.295, data: 0.017) G_GAN: 2.394 G_L1: 3.566 D_real: 0.104 D_fake: 0.449 +(epoch: 8, iters: 15788, time: 0.301, data: 0.016) G_GAN: 2.458 G_L1: 2.798 D_real: 0.812 D_fake: 0.077 +(epoch: 8, iters: 15888, time: 0.544, data: 0.017) G_GAN: 3.170 G_L1: 6.258 D_real: 0.016 D_fake: 0.148 +(epoch: 8, iters: 15988, time: 0.298, data: 0.018) G_GAN: 3.579 G_L1: 4.763 D_real: 0.097 D_fake: 0.167 +(epoch: 8, iters: 16088, time: 0.293, data: 0.017) G_GAN: 3.007 G_L1: 3.476 D_real: 0.252 D_fake: 0.092 +(epoch: 8, iters: 16188, time: 0.296, data: 0.017) G_GAN: 3.400 G_L1: 5.380 D_real: 0.090 D_fake: 0.131 +(epoch: 8, iters: 16288, time: 0.415, data: 0.023) G_GAN: 2.593 G_L1: 3.416 D_real: 0.261 D_fake: 0.138 +(epoch: 8, iters: 16388, time: 0.292, data: 0.018) G_GAN: 3.232 G_L1: 3.432 D_real: 0.216 D_fake: 0.743 +(epoch: 8, iters: 16488, time: 0.299, data: 0.016) G_GAN: 2.827 G_L1: 3.991 D_real: 0.526 D_fake: 0.150 +(epoch: 8, iters: 16588, time: 0.299, data: 0.016) G_GAN: 2.318 G_L1: 6.048 D_real: 0.412 D_fake: 0.283 +(epoch: 8, iters: 16688, time: 0.377, data: 0.018) G_GAN: 2.000 G_L1: 3.306 D_real: 0.330 D_fake: 0.273 +(epoch: 8, iters: 16788, time: 0.303, data: 0.017) G_GAN: 3.091 G_L1: 4.186 D_real: 0.036 D_fake: 0.363 +(epoch: 8, iters: 16888, time: 0.289, data: 0.016) G_GAN: 2.751 G_L1: 4.729 D_real: 0.834 D_fake: 0.117 +(epoch: 8, iters: 16988, time: 0.277, data: 0.015) G_GAN: 2.475 G_L1: 3.513 D_real: 0.467 D_fake: 0.077 +(epoch: 8, iters: 17088, time: 0.399, data: 0.013) G_GAN: 1.951 G_L1: 3.690 D_real: 0.287 D_fake: 0.216 +(epoch: 8, iters: 17188, time: 0.282, data: 0.019) G_GAN: 3.771 G_L1: 4.697 D_real: 0.044 D_fake: 0.291 +(epoch: 8, iters: 17288, time: 0.296, data: 0.016) G_GAN: 3.677 G_L1: 4.188 D_real: 0.092 D_fake: 0.091 +(epoch: 8, iters: 17388, time: 0.301, data: 0.021) G_GAN: 2.915 G_L1: 3.616 D_real: 0.518 D_fake: 0.095 +(epoch: 8, iters: 17488, time: 0.391, data: 0.018) G_GAN: 2.827 G_L1: 2.921 D_real: 0.148 D_fake: 0.249 +(epoch: 8, iters: 17588, time: 0.306, data: 0.025) G_GAN: 2.640 G_L1: 3.629 D_real: 0.348 D_fake: 0.126 +(epoch: 8, iters: 17688, time: 0.295, data: 0.021) G_GAN: 3.229 G_L1: 3.713 D_real: 0.128 D_fake: 0.383 +(epoch: 8, iters: 17788, time: 0.301, data: 0.020) G_GAN: 4.837 G_L1: 7.625 D_real: 0.025 D_fake: 0.052 +(epoch: 8, iters: 17888, time: 0.528, data: 0.019) G_GAN: 3.744 G_L1: 5.138 D_real: 0.427 D_fake: 0.085 +(epoch: 8, iters: 17988, time: 0.295, data: 0.016) G_GAN: 3.219 G_L1: 3.677 D_real: 0.109 D_fake: 0.512 +(epoch: 8, iters: 18088, time: 0.300, data: 0.020) G_GAN: 2.377 G_L1: 1.834 D_real: 0.386 D_fake: 0.106 +(epoch: 8, iters: 18188, time: 0.301, data: 0.020) G_GAN: 1.988 G_L1: 4.843 D_real: 0.791 D_fake: 0.134 +(epoch: 8, iters: 18288, time: 0.412, data: 0.018) G_GAN: 2.075 G_L1: 2.015 D_real: 0.504 D_fake: 0.386 +(epoch: 8, iters: 18388, time: 0.268, data: 0.018) G_GAN: 3.525 G_L1: 4.521 D_real: 0.157 D_fake: 0.092 +(epoch: 8, iters: 18488, time: 0.295, data: 0.013) G_GAN: 3.754 G_L1: 3.522 D_real: 0.311 D_fake: 0.073 +(epoch: 8, iters: 18588, time: 0.306, data: 0.017) G_GAN: 3.705 G_L1: 5.996 D_real: 0.480 D_fake: 0.198 +(epoch: 8, iters: 18688, time: 0.408, data: 0.018) G_GAN: 4.092 G_L1: 4.342 D_real: 0.468 D_fake: 0.015 +(epoch: 8, iters: 18788, time: 0.301, data: 0.019) G_GAN: 3.958 G_L1: 4.468 D_real: 0.036 D_fake: 0.471 +(epoch: 8, iters: 18888, time: 0.305, data: 0.015) G_GAN: 3.741 G_L1: 4.058 D_real: 0.163 D_fake: 0.307 +(epoch: 8, iters: 18988, time: 0.291, data: 0.017) G_GAN: 3.046 G_L1: 6.392 D_real: 0.429 D_fake: 0.463 +(epoch: 8, iters: 19088, time: 0.413, data: 0.022) G_GAN: 2.551 G_L1: 3.515 D_real: 0.074 D_fake: 0.588 +(epoch: 8, iters: 19188, time: 0.301, data: 0.018) G_GAN: 2.364 G_L1: 2.779 D_real: 0.337 D_fake: 0.218 +(epoch: 8, iters: 19288, time: 0.268, data: 0.016) G_GAN: 4.790 G_L1: 4.740 D_real: 0.032 D_fake: 0.326 +(epoch: 8, iters: 19388, time: 0.304, data: 0.012) G_GAN: 3.519 G_L1: 3.556 D_real: 0.049 D_fake: 0.119 +(epoch: 8, iters: 19488, time: 0.417, data: 0.016) G_GAN: 1.969 G_L1: 2.223 D_real: 0.553 D_fake: 0.149 +(epoch: 8, iters: 19588, time: 0.302, data: 0.018) G_GAN: 4.612 G_L1: 3.815 D_real: 0.020 D_fake: 0.615 +(epoch: 8, iters: 19688, time: 0.304, data: 0.017) G_GAN: 2.570 G_L1: 4.580 D_real: 0.525 D_fake: 0.090 +(epoch: 8, iters: 19788, time: 0.296, data: 0.023) G_GAN: 4.090 G_L1: 4.937 D_real: 0.007 D_fake: 1.057 +(epoch: 8, iters: 19888, time: 0.478, data: 0.018) G_GAN: 2.602 G_L1: 2.673 D_real: 0.208 D_fake: 0.156 +(epoch: 8, iters: 19988, time: 0.302, data: 0.019) G_GAN: 2.416 G_L1: 2.567 D_real: 0.345 D_fake: 0.162 +(epoch: 8, iters: 20088, time: 0.305, data: 0.017) G_GAN: 4.761 G_L1: 5.960 D_real: 0.160 D_fake: 0.075 +(epoch: 8, iters: 20188, time: 0.304, data: 0.018) G_GAN: 4.012 G_L1: 2.999 D_real: 0.108 D_fake: 0.087 +(epoch: 8, iters: 20288, time: 0.419, data: 0.017) G_GAN: 2.205 G_L1: 5.213 D_real: 0.459 D_fake: 0.166 +(epoch: 8, iters: 20388, time: 0.306, data: 0.023) G_GAN: 2.079 G_L1: 3.339 D_real: 1.218 D_fake: 0.093 +(epoch: 8, iters: 20488, time: 0.298, data: 0.017) G_GAN: 4.272 G_L1: 4.016 D_real: 0.123 D_fake: 0.159 +(epoch: 8, iters: 20588, time: 0.307, data: 0.016) G_GAN: 3.094 G_L1: 4.292 D_real: 0.085 D_fake: 0.167 +(epoch: 8, iters: 20688, time: 0.412, data: 0.017) G_GAN: 5.417 G_L1: 6.613 D_real: 0.240 D_fake: 0.018 +(epoch: 8, iters: 20788, time: 0.303, data: 0.022) G_GAN: 2.246 G_L1: 3.043 D_real: 0.812 D_fake: 0.050 +(epoch: 8, iters: 20888, time: 0.294, data: 0.017) G_GAN: 2.397 G_L1: 2.761 D_real: 1.215 D_fake: 0.077 +(epoch: 8, iters: 20988, time: 0.305, data: 0.018) G_GAN: 2.624 G_L1: 5.186 D_real: 0.530 D_fake: 0.181 +(epoch: 8, iters: 21088, time: 0.416, data: 0.021) G_GAN: 2.774 G_L1: 5.484 D_real: 0.361 D_fake: 0.171 +(epoch: 8, iters: 21188, time: 0.298, data: 0.019) G_GAN: 3.719 G_L1: 4.143 D_real: 0.295 D_fake: 0.043 +(epoch: 8, iters: 21288, time: 0.305, data: 0.017) G_GAN: 2.891 G_L1: 2.712 D_real: 0.685 D_fake: 0.110 +(epoch: 8, iters: 21388, time: 0.293, data: 0.018) G_GAN: 2.111 G_L1: 3.403 D_real: 0.298 D_fake: 0.149 +(epoch: 8, iters: 21488, time: 0.413, data: 0.017) G_GAN: 3.460 G_L1: 3.048 D_real: 0.235 D_fake: 0.338 +(epoch: 8, iters: 21588, time: 0.298, data: 0.020) G_GAN: 2.800 G_L1: 3.590 D_real: 0.638 D_fake: 0.061 +(epoch: 8, iters: 21688, time: 0.298, data: 0.020) G_GAN: 4.636 G_L1: 3.853 D_real: 0.537 D_fake: 0.039 +(epoch: 8, iters: 21788, time: 0.294, data: 0.018) G_GAN: 2.824 G_L1: 3.166 D_real: 0.057 D_fake: 0.271 +(epoch: 8, iters: 21888, time: 0.543, data: 0.017) G_GAN: 2.726 G_L1: 4.553 D_real: 1.331 D_fake: 0.235 +(epoch: 8, iters: 21988, time: 0.304, data: 0.018) G_GAN: 2.711 G_L1: 5.135 D_real: 0.514 D_fake: 0.438 +(epoch: 8, iters: 22088, time: 0.291, data: 0.018) G_GAN: 2.660 G_L1: 3.881 D_real: 0.298 D_fake: 0.219 +(epoch: 8, iters: 22188, time: 0.295, data: 0.016) G_GAN: 2.163 G_L1: 4.532 D_real: 0.133 D_fake: 0.623 +(epoch: 8, iters: 22288, time: 0.420, data: 0.019) G_GAN: 3.517 G_L1: 4.208 D_real: 0.047 D_fake: 0.292 +(epoch: 8, iters: 22388, time: 0.305, data: 0.018) G_GAN: 2.628 G_L1: 3.541 D_real: 0.096 D_fake: 0.381 +(epoch: 8, iters: 22488, time: 0.288, data: 0.025) G_GAN: 3.249 G_L1: 3.450 D_real: 0.734 D_fake: 0.295 +(epoch: 8, iters: 22588, time: 0.290, data: 0.019) G_GAN: 3.294 G_L1: 5.497 D_real: 0.186 D_fake: 0.263 +(epoch: 8, iters: 22688, time: 0.421, data: 0.017) G_GAN: 1.726 G_L1: 3.167 D_real: 0.322 D_fake: 0.154 +(epoch: 8, iters: 22788, time: 0.290, data: 0.019) G_GAN: 2.524 G_L1: 3.655 D_real: 0.118 D_fake: 0.208 +(epoch: 8, iters: 22888, time: 0.305, data: 0.016) G_GAN: 2.922 G_L1: 3.859 D_real: 0.118 D_fake: 0.381 +(epoch: 8, iters: 22988, time: 0.306, data: 0.018) G_GAN: 2.129 G_L1: 8.804 D_real: 0.599 D_fake: 0.314 +(epoch: 8, iters: 23088, time: 0.420, data: 0.016) G_GAN: 4.518 G_L1: 4.311 D_real: 1.400 D_fake: 0.014 +(epoch: 8, iters: 23188, time: 0.296, data: 0.019) G_GAN: 2.256 G_L1: 2.702 D_real: 0.402 D_fake: 0.194 +(epoch: 8, iters: 23288, time: 0.291, data: 0.016) G_GAN: 1.906 G_L1: 2.913 D_real: 0.275 D_fake: 0.279 +(epoch: 8, iters: 23388, time: 0.294, data: 0.015) G_GAN: 2.300 G_L1: 3.604 D_real: 0.018 D_fake: 0.236 +(epoch: 8, iters: 23488, time: 0.389, data: 0.016) G_GAN: 3.360 G_L1: 4.015 D_real: 0.113 D_fake: 0.181 +(epoch: 8, iters: 23588, time: 0.289, data: 0.017) G_GAN: 2.515 G_L1: 4.822 D_real: 0.085 D_fake: 0.185 +(epoch: 8, iters: 23688, time: 0.293, data: 0.015) G_GAN: 2.208 G_L1: 4.212 D_real: 0.716 D_fake: 0.083 +(epoch: 8, iters: 23788, time: 0.299, data: 0.017) G_GAN: 2.624 G_L1: 4.422 D_real: 0.307 D_fake: 0.307 +(epoch: 8, iters: 23888, time: 0.491, data: 0.019) G_GAN: 3.195 G_L1: 3.407 D_real: 0.287 D_fake: 0.090 +(epoch: 8, iters: 23988, time: 0.303, data: 0.018) G_GAN: 4.190 G_L1: 10.724 D_real: 0.200 D_fake: 0.335 +(epoch: 8, iters: 24088, time: 0.298, data: 0.018) G_GAN: 2.631 G_L1: 4.439 D_real: 0.259 D_fake: 0.264 +(epoch: 8, iters: 24188, time: 0.306, data: 0.017) G_GAN: 1.840 G_L1: 2.954 D_real: 0.513 D_fake: 0.306 +(epoch: 8, iters: 24288, time: 0.427, data: 0.017) G_GAN: 2.731 G_L1: 2.996 D_real: 0.365 D_fake: 0.095 +(epoch: 8, iters: 24388, time: 0.298, data: 0.019) G_GAN: 1.898 G_L1: 2.944 D_real: 0.355 D_fake: 0.348 +(epoch: 8, iters: 24488, time: 0.305, data: 0.020) G_GAN: 3.242 G_L1: 3.597 D_real: 0.160 D_fake: 0.138 +(epoch: 8, iters: 24588, time: 0.306, data: 0.025) G_GAN: 4.218 G_L1: 3.553 D_real: 0.141 D_fake: 0.169 +(epoch: 8, iters: 24688, time: 0.416, data: 0.017) G_GAN: 2.590 G_L1: 4.167 D_real: 0.138 D_fake: 0.432 +(epoch: 8, iters: 24788, time: 0.302, data: 0.019) G_GAN: 3.688 G_L1: 3.892 D_real: 0.005 D_fake: 0.081 +(epoch: 8, iters: 24888, time: 0.305, data: 0.017) G_GAN: 3.020 G_L1: 4.862 D_real: 0.137 D_fake: 0.085 +(epoch: 8, iters: 24988, time: 0.306, data: 0.019) G_GAN: 2.498 G_L1: 4.581 D_real: 0.283 D_fake: 0.160 +(epoch: 8, iters: 25088, time: 0.390, data: 0.018) G_GAN: 2.821 G_L1: 2.224 D_real: 0.195 D_fake: 0.371 +(epoch: 8, iters: 25188, time: 0.306, data: 0.023) G_GAN: 2.760 G_L1: 3.549 D_real: 1.013 D_fake: 0.106 +(epoch: 8, iters: 25288, time: 0.295, data: 0.018) G_GAN: 4.920 G_L1: 4.918 D_real: 0.211 D_fake: 0.046 +(epoch: 8, iters: 25388, time: 0.307, data: 0.017) G_GAN: 3.610 G_L1: 4.083 D_real: 0.028 D_fake: 0.898 +(epoch: 8, iters: 25488, time: 0.412, data: 0.020) G_GAN: 2.949 G_L1: 4.352 D_real: 0.204 D_fake: 0.183 +(epoch: 8, iters: 25588, time: 0.303, data: 0.022) G_GAN: 3.324 G_L1: 3.141 D_real: 0.268 D_fake: 0.046 +(epoch: 8, iters: 25688, time: 0.287, data: 0.020) G_GAN: 3.966 G_L1: 4.170 D_real: 0.350 D_fake: 0.027 +(epoch: 8, iters: 25788, time: 0.300, data: 0.014) G_GAN: 3.638 G_L1: 3.897 D_real: 0.650 D_fake: 0.124 +(epoch: 8, iters: 25888, time: 0.537, data: 0.017) G_GAN: 4.137 G_L1: 3.425 D_real: 0.258 D_fake: 0.632 +(epoch: 8, iters: 25988, time: 0.296, data: 0.017) G_GAN: 4.756 G_L1: 4.780 D_real: 0.037 D_fake: 0.245 +(epoch: 8, iters: 26088, time: 0.299, data: 0.020) G_GAN: 2.877 G_L1: 4.655 D_real: 0.260 D_fake: 0.090 +(epoch: 8, iters: 26188, time: 0.305, data: 0.019) G_GAN: 3.361 G_L1: 3.140 D_real: 0.058 D_fake: 0.552 +(epoch: 8, iters: 26288, time: 0.399, data: 0.019) G_GAN: 2.027 G_L1: 3.215 D_real: 0.401 D_fake: 0.371 +(epoch: 8, iters: 26388, time: 0.300, data: 0.017) G_GAN: 2.657 G_L1: 4.613 D_real: 0.270 D_fake: 0.079 +(epoch: 8, iters: 26488, time: 0.298, data: 0.016) G_GAN: 1.816 G_L1: 4.186 D_real: 0.520 D_fake: 0.322 +(epoch: 8, iters: 26588, time: 0.295, data: 0.021) G_GAN: 3.141 G_L1: 2.576 D_real: 0.141 D_fake: 0.220 +(epoch: 8, iters: 26688, time: 0.410, data: 0.018) G_GAN: 2.961 G_L1: 4.066 D_real: 0.100 D_fake: 0.271 +(epoch: 8, iters: 26788, time: 0.294, data: 0.021) G_GAN: 2.867 G_L1: 4.821 D_real: 0.291 D_fake: 0.161 +(epoch: 8, iters: 26888, time: 0.306, data: 0.016) G_GAN: 2.716 G_L1: 3.301 D_real: 0.516 D_fake: 0.416 +(epoch: 8, iters: 26988, time: 0.294, data: 0.017) G_GAN: 2.592 G_L1: 3.843 D_real: 0.626 D_fake: 0.152 +(epoch: 8, iters: 27088, time: 0.406, data: 0.017) G_GAN: 3.355 G_L1: 3.946 D_real: 0.027 D_fake: 0.256 +(epoch: 8, iters: 27188, time: 0.303, data: 0.018) G_GAN: 2.462 G_L1: 2.926 D_real: 0.169 D_fake: 0.109 +(epoch: 8, iters: 27288, time: 0.294, data: 0.017) G_GAN: 4.449 G_L1: 5.141 D_real: 0.114 D_fake: 0.044 +(epoch: 8, iters: 27388, time: 0.301, data: 0.016) G_GAN: 3.459 G_L1: 4.509 D_real: 0.200 D_fake: 0.200 +(epoch: 8, iters: 27488, time: 0.414, data: 0.017) G_GAN: 2.297 G_L1: 3.017 D_real: 0.289 D_fake: 0.293 +(epoch: 8, iters: 27588, time: 0.294, data: 0.018) G_GAN: 2.446 G_L1: 3.730 D_real: 0.084 D_fake: 0.367 +(epoch: 8, iters: 27688, time: 0.303, data: 0.019) G_GAN: 3.694 G_L1: 3.924 D_real: 0.071 D_fake: 0.139 +(epoch: 8, iters: 27788, time: 0.302, data: 0.017) G_GAN: 4.836 G_L1: 3.448 D_real: 0.013 D_fake: 0.057 +(epoch: 8, iters: 27888, time: 0.526, data: 0.017) G_GAN: 2.474 G_L1: 3.116 D_real: 0.109 D_fake: 0.300 +(epoch: 8, iters: 27988, time: 0.296, data: 0.018) G_GAN: 2.523 G_L1: 4.546 D_real: 0.276 D_fake: 0.179 +(epoch: 8, iters: 28088, time: 0.294, data: 0.014) G_GAN: 3.102 G_L1: 3.338 D_real: 0.293 D_fake: 0.209 +(epoch: 8, iters: 28188, time: 0.307, data: 0.017) G_GAN: 2.062 G_L1: 3.807 D_real: 0.376 D_fake: 0.083 +(epoch: 8, iters: 28288, time: 0.403, data: 0.016) G_GAN: 2.714 G_L1: 2.712 D_real: 0.184 D_fake: 0.204 +(epoch: 8, iters: 28388, time: 0.293, data: 0.018) G_GAN: 2.180 G_L1: 3.256 D_real: 0.664 D_fake: 0.073 +(epoch: 8, iters: 28488, time: 0.294, data: 0.017) G_GAN: 3.117 G_L1: 5.657 D_real: 0.416 D_fake: 0.236 +(epoch: 8, iters: 28588, time: 0.298, data: 0.019) G_GAN: 2.945 G_L1: 2.567 D_real: 0.526 D_fake: 0.111 +(epoch: 8, iters: 28688, time: 0.412, data: 0.016) G_GAN: 2.976 G_L1: 5.249 D_real: 0.093 D_fake: 0.342 +(epoch: 8, iters: 28788, time: 0.296, data: 0.018) G_GAN: 2.895 G_L1: 4.476 D_real: 0.193 D_fake: 0.527 +(epoch: 8, iters: 28888, time: 0.300, data: 0.016) G_GAN: 2.698 G_L1: 4.033 D_real: 0.383 D_fake: 0.113 +(epoch: 8, iters: 28988, time: 0.301, data: 0.020) G_GAN: 3.308 G_L1: 4.298 D_real: 0.101 D_fake: 0.117 +(epoch: 8, iters: 29088, time: 0.388, data: 0.017) G_GAN: 2.741 G_L1: 3.257 D_real: 0.265 D_fake: 0.145 +(epoch: 8, iters: 29188, time: 0.294, data: 0.019) G_GAN: 2.873 G_L1: 3.885 D_real: 0.470 D_fake: 0.044 +(epoch: 8, iters: 29288, time: 0.293, data: 0.019) G_GAN: 2.057 G_L1: 3.891 D_real: 0.631 D_fake: 0.138 +(epoch: 8, iters: 29388, time: 0.295, data: 0.019) G_GAN: 3.792 G_L1: 3.380 D_real: 0.632 D_fake: 0.019 +(epoch: 8, iters: 29488, time: 0.429, data: 0.022) G_GAN: 4.097 G_L1: 3.461 D_real: 0.215 D_fake: 0.085 +(epoch: 8, iters: 29588, time: 0.297, data: 0.019) G_GAN: 3.541 G_L1: 6.018 D_real: 0.076 D_fake: 0.163 +(epoch: 8, iters: 29688, time: 0.289, data: 0.015) G_GAN: 2.431 G_L1: 2.795 D_real: 0.308 D_fake: 0.208 +(epoch: 8, iters: 29788, time: 0.306, data: 0.016) G_GAN: 4.526 G_L1: 4.080 D_real: 0.115 D_fake: 0.131 +(epoch: 8, iters: 29888, time: 0.537, data: 0.017) G_GAN: 2.738 G_L1: 3.440 D_real: 0.795 D_fake: 0.084 +(epoch: 8, iters: 29988, time: 0.303, data: 0.020) G_GAN: 5.054 G_L1: 3.965 D_real: 0.308 D_fake: 0.009 +(epoch: 8, iters: 30088, time: 0.302, data: 0.017) G_GAN: 4.012 G_L1: 4.203 D_real: 0.230 D_fake: 0.125 +(epoch: 8, iters: 30188, time: 0.302, data: 0.019) G_GAN: 5.354 G_L1: 7.105 D_real: 0.224 D_fake: 0.048 +(epoch: 8, iters: 30288, time: 0.406, data: 0.017) G_GAN: 3.247 G_L1: 1.865 D_real: 0.498 D_fake: 0.724 +(epoch: 8, iters: 30388, time: 0.273, data: 0.018) G_GAN: 3.444 G_L1: 4.725 D_real: 0.018 D_fake: 0.169 +(epoch: 8, iters: 30488, time: 0.299, data: 0.019) G_GAN: 3.564 G_L1: 3.479 D_real: 0.528 D_fake: 0.016 +(epoch: 8, iters: 30588, time: 0.304, data: 0.017) G_GAN: 4.336 G_L1: 3.663 D_real: 0.432 D_fake: 0.037 +(epoch: 8, iters: 30688, time: 0.410, data: 0.018) G_GAN: 2.466 G_L1: 3.336 D_real: 0.806 D_fake: 0.055 +(epoch: 8, iters: 30788, time: 0.307, data: 0.018) G_GAN: 4.584 G_L1: 5.539 D_real: 0.080 D_fake: 0.136 +(epoch: 8, iters: 30888, time: 0.299, data: 0.018) G_GAN: 3.279 G_L1: 5.744 D_real: 0.045 D_fake: 0.135 +(epoch: 8, iters: 30988, time: 0.300, data: 0.016) G_GAN: 3.068 G_L1: 2.664 D_real: 0.056 D_fake: 0.109 +(epoch: 8, iters: 31088, time: 0.410, data: 0.020) G_GAN: 1.819 G_L1: 4.338 D_real: 1.001 D_fake: 0.235 +(epoch: 8, iters: 31188, time: 0.296, data: 0.018) G_GAN: 3.970 G_L1: 6.788 D_real: 0.261 D_fake: 0.595 +(epoch: 8, iters: 31288, time: 0.299, data: 0.016) G_GAN: 2.277 G_L1: 3.793 D_real: 0.107 D_fake: 0.259 +(epoch: 8, iters: 31388, time: 0.301, data: 0.019) G_GAN: 3.431 G_L1: 5.551 D_real: 0.636 D_fake: 0.050 +(epoch: 8, iters: 31488, time: 0.392, data: 0.017) G_GAN: 3.326 G_L1: 3.371 D_real: 0.155 D_fake: 0.186 +(epoch: 8, iters: 31588, time: 0.296, data: 0.016) G_GAN: 2.219 G_L1: 4.997 D_real: 0.628 D_fake: 0.100 +(epoch: 8, iters: 31688, time: 0.297, data: 0.016) G_GAN: 3.261 G_L1: 3.916 D_real: 0.155 D_fake: 0.324 +(epoch: 8, iters: 31788, time: 0.306, data: 0.017) G_GAN: 3.599 G_L1: 2.167 D_real: 0.102 D_fake: 0.174 +(epoch: 8, iters: 31888, time: 0.547, data: 0.018) G_GAN: 2.486 G_L1: 2.903 D_real: 0.555 D_fake: 0.102 +(epoch: 8, iters: 31988, time: 0.305, data: 0.018) G_GAN: 3.101 G_L1: 4.672 D_real: 0.237 D_fake: 0.077 +(epoch: 8, iters: 32088, time: 0.296, data: 0.020) G_GAN: 3.173 G_L1: 3.391 D_real: 0.245 D_fake: 0.494 +(epoch: 8, iters: 32188, time: 0.290, data: 0.019) G_GAN: 2.330 G_L1: 2.844 D_real: 0.192 D_fake: 0.427 +(epoch: 8, iters: 32288, time: 0.386, data: 0.016) G_GAN: 1.636 G_L1: 2.941 D_real: 1.612 D_fake: 0.140 +(epoch: 8, iters: 32388, time: 0.286, data: 0.018) G_GAN: 1.746 G_L1: 3.074 D_real: 0.587 D_fake: 0.208 +(epoch: 8, iters: 32488, time: 0.296, data: 0.016) G_GAN: 2.798 G_L1: 3.326 D_real: 0.233 D_fake: 0.500 +(epoch: 8, iters: 32588, time: 0.296, data: 0.019) G_GAN: 3.454 G_L1: 4.303 D_real: 0.204 D_fake: 0.172 +(epoch: 8, iters: 32688, time: 0.407, data: 0.021) G_GAN: 2.915 G_L1: 3.618 D_real: 0.432 D_fake: 0.087 +(epoch: 8, iters: 32788, time: 0.278, data: 0.024) G_GAN: 3.949 G_L1: 3.082 D_real: 0.470 D_fake: 0.570 +(epoch: 8, iters: 32888, time: 0.288, data: 0.013) G_GAN: 3.368 G_L1: 3.759 D_real: 0.491 D_fake: 0.053 +(epoch: 8, iters: 32988, time: 0.286, data: 0.016) G_GAN: 2.056 G_L1: 2.920 D_real: 0.181 D_fake: 0.225 +(epoch: 8, iters: 33088, time: 0.385, data: 0.013) G_GAN: 3.437 G_L1: 3.129 D_real: 0.167 D_fake: 0.134 +(epoch: 8, iters: 33188, time: 0.292, data: 0.017) G_GAN: 3.965 G_L1: 3.284 D_real: 0.159 D_fake: 0.060 +(epoch: 8, iters: 33288, time: 0.298, data: 0.015) G_GAN: 3.228 G_L1: 4.265 D_real: 0.163 D_fake: 0.210 +(epoch: 8, iters: 33388, time: 0.294, data: 0.016) G_GAN: 4.908 G_L1: 4.610 D_real: 0.148 D_fake: 0.468 +(epoch: 8, iters: 33488, time: 0.411, data: 0.017) G_GAN: 2.499 G_L1: 3.041 D_real: 0.273 D_fake: 0.147 +(epoch: 8, iters: 33588, time: 0.262, data: 0.018) G_GAN: 3.260 G_L1: 4.226 D_real: 0.066 D_fake: 0.078 +(epoch: 8, iters: 33688, time: 0.306, data: 0.013) G_GAN: 2.300 G_L1: 2.899 D_real: 0.288 D_fake: 0.185 +(epoch: 8, iters: 33788, time: 0.295, data: 0.018) G_GAN: 3.250 G_L1: 3.954 D_real: 0.715 D_fake: 0.115 +(epoch: 8, iters: 33888, time: 0.551, data: 0.015) G_GAN: 2.929 G_L1: 4.397 D_real: 0.924 D_fake: 0.870 +(epoch: 8, iters: 33988, time: 0.290, data: 0.016) G_GAN: 3.146 G_L1: 3.212 D_real: 0.159 D_fake: 0.187 +(epoch: 8, iters: 34088, time: 0.295, data: 0.018) G_GAN: 3.747 G_L1: 4.742 D_real: 0.824 D_fake: 0.179 +(epoch: 8, iters: 34188, time: 0.305, data: 0.019) G_GAN: 2.406 G_L1: 3.131 D_real: 0.468 D_fake: 0.391 +(epoch: 8, iters: 34288, time: 0.387, data: 0.017) G_GAN: 3.354 G_L1: 3.334 D_real: 0.005 D_fake: 0.168 +(epoch: 8, iters: 34388, time: 0.306, data: 0.018) G_GAN: 4.013 G_L1: 3.776 D_real: 0.162 D_fake: 0.069 +(epoch: 8, iters: 34488, time: 0.298, data: 0.015) G_GAN: 3.052 G_L1: 4.311 D_real: 0.330 D_fake: 0.073 +(epoch: 8, iters: 34588, time: 0.294, data: 0.021) G_GAN: 3.536 G_L1: 4.120 D_real: 0.177 D_fake: 0.053 +(epoch: 8, iters: 34688, time: 0.419, data: 0.016) G_GAN: 5.231 G_L1: 3.976 D_real: 0.442 D_fake: 0.021 +(epoch: 8, iters: 34788, time: 0.298, data: 0.021) G_GAN: 3.825 G_L1: 5.779 D_real: 0.056 D_fake: 0.229 +(epoch: 8, iters: 34888, time: 0.298, data: 0.017) G_GAN: 2.834 G_L1: 5.712 D_real: 0.085 D_fake: 0.168 +(epoch: 8, iters: 34988, time: 0.293, data: 0.020) G_GAN: 5.830 G_L1: 6.801 D_real: 0.023 D_fake: 0.302 +(epoch: 8, iters: 35088, time: 0.386, data: 0.020) G_GAN: 4.667 G_L1: 4.505 D_real: 0.007 D_fake: 0.951 +(epoch: 8, iters: 35188, time: 0.298, data: 0.018) G_GAN: 3.563 G_L1: 7.228 D_real: 0.373 D_fake: 0.071 +(epoch: 8, iters: 35288, time: 0.300, data: 0.019) G_GAN: 2.588 G_L1: 3.449 D_real: 0.265 D_fake: 0.131 +(epoch: 8, iters: 35388, time: 0.294, data: 0.017) G_GAN: 2.107 G_L1: 3.969 D_real: 0.284 D_fake: 0.187 +(epoch: 8, iters: 35488, time: 0.408, data: 0.016) G_GAN: 1.871 G_L1: 4.627 D_real: 0.635 D_fake: 0.281 +(epoch: 8, iters: 35588, time: 0.287, data: 0.019) G_GAN: 1.564 G_L1: 3.074 D_real: 0.431 D_fake: 0.155 +(epoch: 8, iters: 35688, time: 0.289, data: 0.015) G_GAN: 2.024 G_L1: 3.487 D_real: 0.628 D_fake: 0.325 +(epoch: 8, iters: 35788, time: 0.300, data: 0.015) G_GAN: 3.180 G_L1: 6.668 D_real: 0.495 D_fake: 0.121 +(epoch: 8, iters: 35888, time: 0.536, data: 0.018) G_GAN: 2.813 G_L1: 4.878 D_real: 0.098 D_fake: 0.573 +(epoch: 8, iters: 35988, time: 0.303, data: 0.020) G_GAN: 2.595 G_L1: 3.530 D_real: 0.268 D_fake: 0.210 +(epoch: 8, iters: 36088, time: 0.302, data: 0.018) G_GAN: 3.702 G_L1: 2.956 D_real: 0.893 D_fake: 0.030 +(epoch: 8, iters: 36188, time: 0.303, data: 0.017) G_GAN: 2.107 G_L1: 2.702 D_real: 0.255 D_fake: 0.254 +(epoch: 8, iters: 36288, time: 0.419, data: 0.018) G_GAN: 3.759 G_L1: 4.977 D_real: 0.236 D_fake: 0.163 +(epoch: 8, iters: 36388, time: 0.289, data: 0.024) G_GAN: 2.148 G_L1: 5.097 D_real: 1.173 D_fake: 0.054 +(epoch: 8, iters: 36488, time: 0.305, data: 0.017) G_GAN: 3.361 G_L1: 4.439 D_real: 0.098 D_fake: 0.279 +(epoch: 8, iters: 36588, time: 0.303, data: 0.017) G_GAN: 2.187 G_L1: 2.635 D_real: 0.216 D_fake: 0.582 +(epoch: 8, iters: 36688, time: 0.418, data: 0.017) G_GAN: 3.031 G_L1: 4.446 D_real: 0.647 D_fake: 0.148 +(epoch: 8, iters: 36788, time: 0.307, data: 0.019) G_GAN: 2.665 G_L1: 3.533 D_real: 0.656 D_fake: 0.158 +(epoch: 8, iters: 36888, time: 0.297, data: 0.017) G_GAN: 2.300 G_L1: 1.974 D_real: 0.333 D_fake: 0.476 +(epoch: 8, iters: 36988, time: 0.297, data: 0.021) G_GAN: 3.105 G_L1: 3.298 D_real: 0.159 D_fake: 0.189 +(epoch: 8, iters: 37088, time: 0.424, data: 0.019) G_GAN: 4.302 G_L1: 3.939 D_real: 0.631 D_fake: 0.041 +(epoch: 8, iters: 37188, time: 0.306, data: 0.019) G_GAN: 2.120 G_L1: 2.713 D_real: 0.854 D_fake: 0.099 +(epoch: 8, iters: 37288, time: 0.306, data: 0.018) G_GAN: 3.139 G_L1: 3.097 D_real: 0.297 D_fake: 0.167 +(epoch: 8, iters: 37388, time: 0.305, data: 0.018) G_GAN: 3.281 G_L1: 5.788 D_real: 0.289 D_fake: 0.225 +(epoch: 8, iters: 37488, time: 0.401, data: 0.021) G_GAN: 2.498 G_L1: 4.407 D_real: 0.319 D_fake: 0.193 +(epoch: 8, iters: 37588, time: 0.308, data: 0.019) G_GAN: 2.189 G_L1: 3.087 D_real: 0.212 D_fake: 0.703 +(epoch: 8, iters: 37688, time: 0.300, data: 0.017) G_GAN: 4.092 G_L1: 4.356 D_real: 1.005 D_fake: 1.168 +(epoch: 8, iters: 37788, time: 0.297, data: 0.017) G_GAN: 3.697 G_L1: 4.118 D_real: 0.090 D_fake: 0.724 +(epoch: 8, iters: 37888, time: 0.532, data: 0.019) G_GAN: 3.165 G_L1: 5.795 D_real: 0.069 D_fake: 0.403 +(epoch: 8, iters: 37988, time: 0.296, data: 0.019) G_GAN: 2.727 G_L1: 3.632 D_real: 0.101 D_fake: 0.149 +(epoch: 8, iters: 38088, time: 0.304, data: 0.016) G_GAN: 4.766 G_L1: 5.623 D_real: 0.118 D_fake: 0.091 +(epoch: 8, iters: 38188, time: 0.302, data: 0.017) G_GAN: 5.270 G_L1: 5.953 D_real: 0.052 D_fake: 0.016 +(epoch: 8, iters: 38288, time: 0.417, data: 0.017) G_GAN: 1.303 G_L1: 3.323 D_real: 1.400 D_fake: 0.059 +(epoch: 8, iters: 38388, time: 0.288, data: 0.019) G_GAN: 2.859 G_L1: 3.577 D_real: 0.219 D_fake: 0.454 +(epoch: 8, iters: 38488, time: 0.304, data: 0.016) G_GAN: 2.413 G_L1: 3.496 D_real: 0.594 D_fake: 0.127 +(epoch: 8, iters: 38588, time: 0.290, data: 0.017) G_GAN: 2.421 G_L1: 3.778 D_real: 0.157 D_fake: 0.276 +(epoch: 8, iters: 38688, time: 0.420, data: 0.016) G_GAN: 2.721 G_L1: 4.853 D_real: 0.980 D_fake: 0.072 +(epoch: 8, iters: 38788, time: 0.302, data: 0.026) G_GAN: 3.438 G_L1: 3.346 D_real: 0.211 D_fake: 0.097 +(epoch: 8, iters: 38888, time: 0.306, data: 0.023) G_GAN: 3.110 G_L1: 6.072 D_real: 0.019 D_fake: 0.221 +(epoch: 8, iters: 38988, time: 0.304, data: 0.017) G_GAN: 3.138 G_L1: 4.364 D_real: 0.083 D_fake: 0.133 +(epoch: 8, iters: 39088, time: 0.410, data: 0.017) G_GAN: 2.484 G_L1: 1.911 D_real: 0.195 D_fake: 0.317 +(epoch: 8, iters: 39188, time: 0.295, data: 0.018) G_GAN: 2.994 G_L1: 4.877 D_real: 0.489 D_fake: 0.057 +(epoch: 8, iters: 39288, time: 0.304, data: 0.020) G_GAN: 3.550 G_L1: 6.452 D_real: 0.142 D_fake: 0.163 +(epoch: 8, iters: 39388, time: 0.301, data: 0.017) G_GAN: 2.155 G_L1: 4.485 D_real: 0.985 D_fake: 0.052 +(epoch: 8, iters: 39488, time: 0.409, data: 0.017) G_GAN: 3.148 G_L1: 4.138 D_real: 0.080 D_fake: 0.232 +(epoch: 8, iters: 39588, time: 0.301, data: 0.019) G_GAN: 4.813 G_L1: 3.555 D_real: 0.041 D_fake: 0.110 +(epoch: 8, iters: 39688, time: 0.298, data: 0.022) G_GAN: 2.560 G_L1: 3.221 D_real: 0.115 D_fake: 0.324 +(epoch: 8, iters: 39788, time: 0.304, data: 0.022) G_GAN: 3.894 G_L1: 5.147 D_real: 0.364 D_fake: 0.033 +(epoch: 8, iters: 39888, time: 0.491, data: 0.017) G_GAN: 3.319 G_L1: 4.108 D_real: 0.139 D_fake: 0.144 +(epoch: 8, iters: 39988, time: 0.295, data: 0.019) G_GAN: 2.552 G_L1: 4.747 D_real: 0.133 D_fake: 0.473 +(epoch: 8, iters: 40088, time: 0.290, data: 0.017) G_GAN: 2.986 G_L1: 3.455 D_real: 0.027 D_fake: 0.279 +(epoch: 8, iters: 40188, time: 0.295, data: 0.015) G_GAN: 2.902 G_L1: 4.389 D_real: 0.206 D_fake: 0.299 +(epoch: 8, iters: 40288, time: 0.394, data: 0.018) G_GAN: 3.655 G_L1: 6.284 D_real: 0.074 D_fake: 0.352 +(epoch: 8, iters: 40388, time: 0.305, data: 0.019) G_GAN: 2.553 G_L1: 6.334 D_real: 0.385 D_fake: 0.495 +(epoch: 8, iters: 40488, time: 0.300, data: 0.017) G_GAN: 4.322 G_L1: 5.094 D_real: 0.050 D_fake: 0.495 +(epoch: 8, iters: 40588, time: 0.302, data: 0.018) G_GAN: 2.861 G_L1: 4.749 D_real: 0.286 D_fake: 0.136 +(epoch: 8, iters: 40688, time: 0.387, data: 0.021) G_GAN: 3.083 G_L1: 5.659 D_real: 0.191 D_fake: 0.383 +(epoch: 8, iters: 40788, time: 0.292, data: 0.019) G_GAN: 2.593 G_L1: 4.082 D_real: 0.232 D_fake: 0.146 +(epoch: 8, iters: 40888, time: 0.288, data: 0.018) G_GAN: 2.329 G_L1: 5.173 D_real: 0.606 D_fake: 0.265 +(epoch: 8, iters: 40988, time: 0.294, data: 0.021) G_GAN: 2.511 G_L1: 3.514 D_real: 0.076 D_fake: 0.509 +(epoch: 8, iters: 41088, time: 0.423, data: 0.017) G_GAN: 2.412 G_L1: 5.235 D_real: 0.325 D_fake: 0.076 +(epoch: 8, iters: 41188, time: 0.300, data: 0.019) G_GAN: 1.983 G_L1: 3.731 D_real: 1.100 D_fake: 0.055 +(epoch: 8, iters: 41288, time: 0.298, data: 0.016) G_GAN: 1.916 G_L1: 3.338 D_real: 0.581 D_fake: 0.142 +(epoch: 8, iters: 41388, time: 0.297, data: 0.017) G_GAN: 2.473 G_L1: 4.320 D_real: 0.184 D_fake: 0.115 +(epoch: 8, iters: 41488, time: 0.367, data: 0.016) G_GAN: 2.485 G_L1: 2.667 D_real: 0.878 D_fake: 0.058 +(epoch: 8, iters: 41588, time: 0.282, data: 0.017) G_GAN: 2.974 G_L1: 3.033 D_real: 0.242 D_fake: 0.097 +(epoch: 8, iters: 41688, time: 0.306, data: 0.022) G_GAN: 2.070 G_L1: 3.219 D_real: 0.930 D_fake: 0.065 +(epoch: 8, iters: 41788, time: 0.298, data: 0.016) G_GAN: 3.067 G_L1: 5.382 D_real: 0.306 D_fake: 0.128 +(epoch: 8, iters: 41888, time: 0.536, data: 0.017) G_GAN: 4.291 G_L1: 4.531 D_real: 0.126 D_fake: 0.212 +(epoch: 8, iters: 41988, time: 0.304, data: 0.018) G_GAN: 3.897 G_L1: 4.480 D_real: 0.028 D_fake: 0.361 +(epoch: 8, iters: 42088, time: 0.304, data: 0.017) G_GAN: 3.535 G_L1: 3.509 D_real: 0.269 D_fake: 0.119 +(epoch: 8, iters: 42188, time: 0.305, data: 0.016) G_GAN: 2.026 G_L1: 2.826 D_real: 0.570 D_fake: 0.136 +(epoch: 8, iters: 42288, time: 0.422, data: 0.017) G_GAN: 2.342 G_L1: 3.536 D_real: 0.145 D_fake: 0.258 +(epoch: 8, iters: 42388, time: 0.290, data: 0.019) G_GAN: 1.893 G_L1: 2.679 D_real: 0.697 D_fake: 0.272 +(epoch: 8, iters: 42488, time: 0.296, data: 0.017) G_GAN: 2.116 G_L1: 3.344 D_real: 0.455 D_fake: 0.172 +(epoch: 8, iters: 42588, time: 0.302, data: 0.016) G_GAN: 2.719 G_L1: 4.371 D_real: 0.316 D_fake: 0.258 +(epoch: 8, iters: 42688, time: 0.418, data: 0.017) G_GAN: 3.349 G_L1: 5.219 D_real: 0.112 D_fake: 0.309 +(epoch: 8, iters: 42788, time: 0.303, data: 0.019) G_GAN: 2.383 G_L1: 3.229 D_real: 0.309 D_fake: 0.129 +(epoch: 8, iters: 42888, time: 0.307, data: 0.018) G_GAN: 2.765 G_L1: 3.749 D_real: 0.420 D_fake: 0.324 +(epoch: 8, iters: 42988, time: 0.299, data: 0.018) G_GAN: 2.313 G_L1: 2.224 D_real: 0.772 D_fake: 0.178 +(epoch: 8, iters: 43088, time: 0.413, data: 0.022) G_GAN: 2.648 G_L1: 2.961 D_real: 0.070 D_fake: 0.429 +(epoch: 8, iters: 43188, time: 0.302, data: 0.020) G_GAN: 3.103 G_L1: 3.457 D_real: 0.137 D_fake: 1.262 +(epoch: 8, iters: 43288, time: 0.303, data: 0.021) G_GAN: 2.721 G_L1: 3.308 D_real: 0.273 D_fake: 0.466 +(epoch: 8, iters: 43388, time: 0.296, data: 0.018) G_GAN: 2.026 G_L1: 2.911 D_real: 0.477 D_fake: 0.124 +(epoch: 8, iters: 43488, time: 0.417, data: 0.017) G_GAN: 2.835 G_L1: 4.616 D_real: 0.082 D_fake: 0.142 +(epoch: 8, iters: 43588, time: 0.294, data: 0.018) G_GAN: 3.286 G_L1: 7.502 D_real: 0.006 D_fake: 0.250 +(epoch: 8, iters: 43688, time: 0.297, data: 0.016) G_GAN: 1.910 G_L1: 4.018 D_real: 0.387 D_fake: 0.254 +(epoch: 8, iters: 43788, time: 0.300, data: 0.018) G_GAN: 2.228 G_L1: 3.500 D_real: 0.258 D_fake: 0.423 +(epoch: 8, iters: 43888, time: 0.548, data: 0.018) G_GAN: 2.596 G_L1: 4.556 D_real: 0.059 D_fake: 0.418 +(epoch: 8, iters: 43988, time: 0.298, data: 0.018) G_GAN: 2.600 G_L1: 3.205 D_real: 0.259 D_fake: 0.146 +(epoch: 8, iters: 44088, time: 0.302, data: 0.015) G_GAN: 2.024 G_L1: 3.200 D_real: 0.500 D_fake: 0.257 +(epoch: 8, iters: 44188, time: 0.298, data: 0.018) G_GAN: 3.352 G_L1: 3.963 D_real: 0.084 D_fake: 0.163 +(epoch: 8, iters: 44288, time: 0.409, data: 0.018) G_GAN: 3.582 G_L1: 3.091 D_real: 0.015 D_fake: 0.321 +(epoch: 8, iters: 44388, time: 0.297, data: 0.020) G_GAN: 3.748 G_L1: 4.142 D_real: 0.040 D_fake: 0.162 +(epoch: 8, iters: 44488, time: 0.309, data: 0.018) G_GAN: 2.024 G_L1: 2.934 D_real: 0.590 D_fake: 0.263 +(epoch: 8, iters: 44588, time: 0.290, data: 0.016) G_GAN: 3.760 G_L1: 3.792 D_real: 0.009 D_fake: 0.156 +(epoch: 8, iters: 44688, time: 0.385, data: 0.017) G_GAN: 3.365 G_L1: 3.224 D_real: 0.243 D_fake: 0.415 +(epoch: 8, iters: 44788, time: 0.296, data: 0.020) G_GAN: 2.121 G_L1: 4.185 D_real: 0.513 D_fake: 0.553 +(epoch: 8, iters: 44888, time: 0.300, data: 0.017) G_GAN: 2.229 G_L1: 4.039 D_real: 0.405 D_fake: 0.345 +(epoch: 8, iters: 44988, time: 0.300, data: 0.019) G_GAN: 1.605 G_L1: 2.645 D_real: 0.531 D_fake: 0.312 +(epoch: 8, iters: 45088, time: 0.406, data: 0.020) G_GAN: 2.888 G_L1: 3.180 D_real: 0.009 D_fake: 0.234 +(epoch: 8, iters: 45188, time: 0.297, data: 0.019) G_GAN: 3.522 G_L1: 3.122 D_real: 0.130 D_fake: 0.321 +(epoch: 8, iters: 45288, time: 0.304, data: 0.017) G_GAN: 3.194 G_L1: 3.979 D_real: 0.934 D_fake: 0.044 +(epoch: 8, iters: 45388, time: 0.294, data: 0.017) G_GAN: 2.659 G_L1: 4.174 D_real: 0.521 D_fake: 0.355 +(epoch: 8, iters: 45488, time: 0.411, data: 0.017) G_GAN: 2.090 G_L1: 2.834 D_real: 0.764 D_fake: 0.173 +(epoch: 8, iters: 45588, time: 0.301, data: 0.019) G_GAN: 4.268 G_L1: 3.990 D_real: 0.023 D_fake: 0.451 +(epoch: 8, iters: 45688, time: 0.293, data: 0.017) G_GAN: 2.708 G_L1: 4.671 D_real: 0.073 D_fake: 0.266 +(epoch: 8, iters: 45788, time: 0.291, data: 0.020) G_GAN: 2.449 G_L1: 4.031 D_real: 0.187 D_fake: 0.469 +(epoch: 8, iters: 45888, time: 0.540, data: 0.016) G_GAN: 2.550 G_L1: 4.708 D_real: 0.389 D_fake: 0.190 +(epoch: 8, iters: 45988, time: 0.294, data: 0.022) G_GAN: 2.902 G_L1: 6.311 D_real: 0.706 D_fake: 0.171 +(epoch: 8, iters: 46088, time: 0.300, data: 0.022) G_GAN: 2.689 G_L1: 3.898 D_real: 1.024 D_fake: 0.053 +(epoch: 8, iters: 46188, time: 0.290, data: 0.017) G_GAN: 2.455 G_L1: 3.810 D_real: 0.899 D_fake: 0.079 +(epoch: 8, iters: 46288, time: 0.425, data: 0.016) G_GAN: 3.110 G_L1: 5.051 D_real: 0.035 D_fake: 0.303 +(epoch: 8, iters: 46388, time: 0.290, data: 0.018) G_GAN: 3.512 G_L1: 3.714 D_real: 0.146 D_fake: 0.205 +(epoch: 8, iters: 46488, time: 0.303, data: 0.016) G_GAN: 3.171 G_L1: 3.435 D_real: 0.096 D_fake: 0.629 +(epoch: 8, iters: 46588, time: 0.288, data: 0.017) G_GAN: 3.899 G_L1: 4.791 D_real: 0.105 D_fake: 0.267 +(epoch: 8, iters: 46688, time: 0.412, data: 0.014) G_GAN: 3.693 G_L1: 3.753 D_real: 0.137 D_fake: 0.259 +(epoch: 8, iters: 46788, time: 0.288, data: 0.019) G_GAN: 3.581 G_L1: 3.543 D_real: 0.056 D_fake: 0.257 +(epoch: 8, iters: 46888, time: 0.287, data: 0.016) G_GAN: 2.631 G_L1: 5.483 D_real: 0.133 D_fake: 0.366 +(epoch: 8, iters: 46988, time: 0.289, data: 0.021) G_GAN: 2.825 G_L1: 4.175 D_real: 0.600 D_fake: 0.023 +(epoch: 8, iters: 47088, time: 0.398, data: 0.016) G_GAN: 3.136 G_L1: 3.931 D_real: 0.143 D_fake: 0.320 +(epoch: 8, iters: 47188, time: 0.295, data: 0.019) G_GAN: 3.984 G_L1: 6.272 D_real: 0.132 D_fake: 0.055 +(epoch: 8, iters: 47288, time: 0.300, data: 0.018) G_GAN: 2.804 G_L1: 3.231 D_real: 0.336 D_fake: 0.098 +(epoch: 8, iters: 47388, time: 0.302, data: 0.016) G_GAN: 3.279 G_L1: 5.287 D_real: 0.108 D_fake: 0.271 +(epoch: 8, iters: 47488, time: 0.391, data: 0.016) G_GAN: 4.130 G_L1: 4.982 D_real: 0.489 D_fake: 0.038 +(epoch: 8, iters: 47588, time: 0.293, data: 0.019) G_GAN: 3.244 G_L1: 4.044 D_real: 0.093 D_fake: 0.142 +(epoch: 8, iters: 47688, time: 0.292, data: 0.018) G_GAN: 3.032 G_L1: 2.048 D_real: 0.175 D_fake: 0.112 +(epoch: 8, iters: 47788, time: 0.301, data: 0.017) G_GAN: 3.078 G_L1: 2.975 D_real: 0.233 D_fake: 0.075 +(epoch: 8, iters: 47888, time: 0.533, data: 0.017) G_GAN: 4.769 G_L1: 4.367 D_real: 0.121 D_fake: 0.054 +(epoch: 8, iters: 47988, time: 0.287, data: 0.018) G_GAN: 3.026 G_L1: 3.704 D_real: 0.282 D_fake: 0.228 +(epoch: 8, iters: 48088, time: 0.283, data: 0.017) G_GAN: 3.828 G_L1: 4.214 D_real: 0.274 D_fake: 0.131 +(epoch: 8, iters: 48188, time: 0.300, data: 0.014) G_GAN: 2.570 G_L1: 3.268 D_real: 0.456 D_fake: 0.213 +(epoch: 8, iters: 48288, time: 0.380, data: 0.017) G_GAN: 2.924 G_L1: 2.187 D_real: 0.168 D_fake: 0.085 +(epoch: 8, iters: 48388, time: 0.301, data: 0.018) G_GAN: 4.591 G_L1: 3.484 D_real: 0.334 D_fake: 0.041 +(epoch: 8, iters: 48488, time: 0.301, data: 0.017) G_GAN: 3.762 G_L1: 3.825 D_real: 0.024 D_fake: 0.139 +(epoch: 8, iters: 48588, time: 0.275, data: 0.023) G_GAN: 4.193 G_L1: 4.082 D_real: 0.025 D_fake: 0.518 +(epoch: 8, iters: 48688, time: 0.404, data: 0.013) G_GAN: 3.550 G_L1: 3.429 D_real: 0.011 D_fake: 0.433 +(epoch: 8, iters: 48788, time: 0.300, data: 0.020) G_GAN: 3.519 G_L1: 3.509 D_real: 0.021 D_fake: 0.103 +(epoch: 8, iters: 48888, time: 0.302, data: 0.030) G_GAN: 2.117 G_L1: 3.738 D_real: 0.239 D_fake: 0.779 +(epoch: 8, iters: 48988, time: 0.298, data: 0.017) G_GAN: 2.060 G_L1: 3.128 D_real: 0.301 D_fake: 0.392 +(epoch: 8, iters: 49088, time: 0.422, data: 0.018) G_GAN: 2.284 G_L1: 4.484 D_real: 0.333 D_fake: 0.332 +(epoch: 8, iters: 49188, time: 0.288, data: 0.019) G_GAN: 2.118 G_L1: 4.547 D_real: 0.284 D_fake: 0.196 +(epoch: 8, iters: 49288, time: 0.286, data: 0.016) G_GAN: 3.651 G_L1: 5.636 D_real: 0.138 D_fake: 0.100 +(epoch: 8, iters: 49388, time: 0.287, data: 0.018) G_GAN: 2.369 G_L1: 4.345 D_real: 0.266 D_fake: 0.209 +(epoch: 8, iters: 49488, time: 0.424, data: 0.018) G_GAN: 2.445 G_L1: 3.706 D_real: 0.075 D_fake: 0.383 +(epoch: 8, iters: 49588, time: 0.298, data: 0.020) G_GAN: 3.265 G_L1: 2.443 D_real: 0.282 D_fake: 0.085 +(epoch: 8, iters: 49688, time: 0.301, data: 0.018) G_GAN: 4.537 G_L1: 3.982 D_real: 0.096 D_fake: 0.101 +(epoch: 8, iters: 49788, time: 0.294, data: 0.019) G_GAN: 5.219 G_L1: 4.747 D_real: 0.413 D_fake: 0.016 +(epoch: 8, iters: 49888, time: 0.487, data: 0.018) G_GAN: 2.306 G_L1: 2.296 D_real: 0.122 D_fake: 0.473 +(epoch: 8, iters: 49988, time: 0.295, data: 0.019) G_GAN: 2.326 G_L1: 4.768 D_real: 0.235 D_fake: 0.201 +(epoch: 8, iters: 50088, time: 0.299, data: 0.018) G_GAN: 1.929 G_L1: 2.767 D_real: 0.533 D_fake: 0.207 +(epoch: 8, iters: 50188, time: 0.302, data: 0.021) G_GAN: 3.158 G_L1: 7.994 D_real: 0.189 D_fake: 0.345 +(epoch: 8, iters: 50288, time: 0.411, data: 0.019) G_GAN: 3.981 G_L1: 3.755 D_real: 0.197 D_fake: 0.256 +(epoch: 8, iters: 50388, time: 0.298, data: 0.019) G_GAN: 4.389 G_L1: 4.469 D_real: 0.185 D_fake: 0.191 +(epoch: 8, iters: 50488, time: 0.301, data: 0.016) G_GAN: 3.155 G_L1: 4.722 D_real: 0.088 D_fake: 0.095 +(epoch: 8, iters: 50588, time: 0.304, data: 0.018) G_GAN: 1.926 G_L1: 2.957 D_real: 0.306 D_fake: 0.268 +(epoch: 8, iters: 50688, time: 0.383, data: 0.017) G_GAN: 3.651 G_L1: 3.121 D_real: 0.471 D_fake: 0.497 +(epoch: 8, iters: 50788, time: 0.290, data: 0.018) G_GAN: 2.592 G_L1: 3.619 D_real: 0.402 D_fake: 0.296 +(epoch: 8, iters: 50888, time: 0.299, data: 0.016) G_GAN: 3.191 G_L1: 4.357 D_real: 0.165 D_fake: 0.357 +(epoch: 8, iters: 50988, time: 0.297, data: 0.021) G_GAN: 3.298 G_L1: 5.416 D_real: 0.201 D_fake: 0.265 +(epoch: 8, iters: 51088, time: 0.416, data: 0.015) G_GAN: 2.988 G_L1: 4.070 D_real: 0.064 D_fake: 0.256 +(epoch: 8, iters: 51188, time: 0.299, data: 0.017) G_GAN: 2.400 G_L1: 2.557 D_real: 0.292 D_fake: 0.125 +(epoch: 8, iters: 51288, time: 0.294, data: 0.018) G_GAN: 2.415 G_L1: 2.730 D_real: 0.618 D_fake: 0.179 +(epoch: 8, iters: 51388, time: 0.303, data: 0.021) G_GAN: 2.621 G_L1: 4.394 D_real: 0.091 D_fake: 0.427 +(epoch: 8, iters: 51488, time: 0.411, data: 0.017) G_GAN: 2.014 G_L1: 2.775 D_real: 0.463 D_fake: 0.529 +(epoch: 8, iters: 51588, time: 0.306, data: 0.018) G_GAN: 3.043 G_L1: 3.297 D_real: 0.117 D_fake: 0.273 +(epoch: 8, iters: 51688, time: 0.288, data: 0.017) G_GAN: 2.129 G_L1: 3.115 D_real: 0.422 D_fake: 0.165 +(epoch: 8, iters: 51788, time: 0.292, data: 0.015) G_GAN: 2.895 G_L1: 3.622 D_real: 0.284 D_fake: 0.338 +(epoch: 8, iters: 51888, time: 0.543, data: 0.016) G_GAN: 5.874 G_L1: 6.729 D_real: 0.010 D_fake: 0.410 +(epoch: 8, iters: 51988, time: 0.290, data: 0.019) G_GAN: 2.793 G_L1: 3.474 D_real: 0.761 D_fake: 0.207 +(epoch: 8, iters: 52088, time: 0.302, data: 0.017) G_GAN: 3.212 G_L1: 4.320 D_real: 0.185 D_fake: 0.243 +(epoch: 8, iters: 52188, time: 0.298, data: 0.018) G_GAN: 3.915 G_L1: 3.614 D_real: 0.291 D_fake: 0.762 +(epoch: 8, iters: 52288, time: 0.406, data: 0.018) G_GAN: 3.452 G_L1: 5.003 D_real: 0.116 D_fake: 0.181 +(epoch: 8, iters: 52388, time: 0.295, data: 0.019) G_GAN: 2.542 G_L1: 3.533 D_real: 0.040 D_fake: 0.274 +(epoch: 8, iters: 52488, time: 0.295, data: 0.019) G_GAN: 3.422 G_L1: 4.458 D_real: 0.052 D_fake: 0.043 +(epoch: 8, iters: 52588, time: 0.303, data: 0.017) G_GAN: 3.071 G_L1: 4.789 D_real: 0.286 D_fake: 0.583 +(epoch: 8, iters: 52688, time: 0.390, data: 0.017) G_GAN: 3.765 G_L1: 2.766 D_real: 0.345 D_fake: 0.065 +(epoch: 8, iters: 52788, time: 0.304, data: 0.021) G_GAN: 3.796 G_L1: 4.305 D_real: 0.172 D_fake: 0.298 +(epoch: 8, iters: 52888, time: 0.299, data: 0.019) G_GAN: 4.148 G_L1: 4.397 D_real: 0.086 D_fake: 0.169 +(epoch: 8, iters: 52988, time: 0.288, data: 0.020) G_GAN: 4.401 G_L1: 3.825 D_real: 0.114 D_fake: 0.053 +(epoch: 8, iters: 53088, time: 0.422, data: 0.018) G_GAN: 2.197 G_L1: 3.317 D_real: 0.197 D_fake: 0.194 +(epoch: 8, iters: 53188, time: 0.301, data: 0.018) G_GAN: 2.583 G_L1: 3.283 D_real: 0.362 D_fake: 0.241 +(epoch: 8, iters: 53288, time: 0.280, data: 0.018) G_GAN: 2.975 G_L1: 3.277 D_real: 0.483 D_fake: 0.358 +(epoch: 8, iters: 53388, time: 0.303, data: 0.016) G_GAN: 3.037 G_L1: 3.949 D_real: 0.216 D_fake: 0.265 +(epoch: 8, iters: 53488, time: 0.403, data: 0.019) G_GAN: 4.777 G_L1: 7.279 D_real: 0.007 D_fake: 0.344 +(epoch: 8, iters: 53588, time: 0.293, data: 0.018) G_GAN: 3.266 G_L1: 4.250 D_real: 0.296 D_fake: 0.339 +(epoch: 8, iters: 53688, time: 0.306, data: 0.017) G_GAN: 2.726 G_L1: 2.967 D_real: 0.190 D_fake: 0.169 +(epoch: 8, iters: 53788, time: 0.296, data: 0.020) G_GAN: 3.085 G_L1: 6.553 D_real: 0.150 D_fake: 0.137 +(epoch: 8, iters: 53888, time: 0.551, data: 0.017) G_GAN: 3.597 G_L1: 3.998 D_real: 0.170 D_fake: 0.205 +(epoch: 8, iters: 53988, time: 0.307, data: 0.019) G_GAN: 2.816 G_L1: 4.273 D_real: 0.219 D_fake: 0.058 +(epoch: 8, iters: 54088, time: 0.303, data: 0.018) G_GAN: 3.401 G_L1: 3.393 D_real: 0.316 D_fake: 0.094 +(epoch: 8, iters: 54188, time: 0.286, data: 0.020) G_GAN: 3.465 G_L1: 3.420 D_real: 0.277 D_fake: 0.042 +(epoch: 8, iters: 54288, time: 0.415, data: 0.016) G_GAN: 4.515 G_L1: 5.024 D_real: 0.025 D_fake: 0.162 +(epoch: 8, iters: 54388, time: 0.305, data: 0.019) G_GAN: 3.496 G_L1: 4.736 D_real: 0.108 D_fake: 0.131 +(epoch: 8, iters: 54488, time: 0.307, data: 0.017) G_GAN: 3.649 G_L1: 3.600 D_real: 0.048 D_fake: 0.274 +(epoch: 8, iters: 54588, time: 0.302, data: 0.017) G_GAN: 4.735 G_L1: 4.240 D_real: 0.646 D_fake: 0.016 +(epoch: 8, iters: 54688, time: 0.397, data: 0.016) G_GAN: 4.323 G_L1: 2.607 D_real: 0.004 D_fake: 0.550 +(epoch: 8, iters: 54788, time: 0.303, data: 0.018) G_GAN: 4.113 G_L1: 3.259 D_real: 0.097 D_fake: 0.194 +(epoch: 8, iters: 54888, time: 0.303, data: 0.016) G_GAN: 2.176 G_L1: 3.525 D_real: 0.576 D_fake: 0.313 +(epoch: 8, iters: 54988, time: 0.309, data: 0.020) G_GAN: 2.890 G_L1: 4.450 D_real: 0.081 D_fake: 0.444 +(epoch: 8, iters: 55088, time: 0.383, data: 0.017) G_GAN: 2.644 G_L1: 4.992 D_real: 0.518 D_fake: 0.425 +(epoch: 8, iters: 55188, time: 0.297, data: 0.018) G_GAN: 3.439 G_L1: 3.606 D_real: 0.118 D_fake: 0.138 +(epoch: 8, iters: 55288, time: 0.295, data: 0.017) G_GAN: 2.668 G_L1: 2.798 D_real: 0.688 D_fake: 0.031 +(epoch: 8, iters: 55388, time: 0.300, data: 0.016) G_GAN: 2.697 G_L1: 2.452 D_real: 0.127 D_fake: 0.313 +(epoch: 8, iters: 55488, time: 0.411, data: 0.017) G_GAN: 3.024 G_L1: 4.363 D_real: 0.073 D_fake: 0.131 +(epoch: 8, iters: 55588, time: 0.303, data: 0.017) G_GAN: 1.521 G_L1: 3.647 D_real: 0.754 D_fake: 0.083 +(epoch: 8, iters: 55688, time: 0.292, data: 0.017) G_GAN: 3.581 G_L1: 3.948 D_real: 0.776 D_fake: 0.075 +(epoch: 8, iters: 55788, time: 0.302, data: 0.016) G_GAN: 2.738 G_L1: 5.412 D_real: 0.294 D_fake: 0.083 +(epoch: 8, iters: 55888, time: 0.542, data: 0.017) G_GAN: 2.677 G_L1: 3.622 D_real: 0.256 D_fake: 0.101 +(epoch: 8, iters: 55988, time: 0.305, data: 0.018) G_GAN: 3.590 G_L1: 4.658 D_real: 0.015 D_fake: 0.246 +(epoch: 8, iters: 56088, time: 0.306, data: 0.017) G_GAN: 3.541 G_L1: 3.666 D_real: 0.739 D_fake: 0.063 +(epoch: 8, iters: 56188, time: 0.303, data: 0.017) G_GAN: 2.737 G_L1: 5.286 D_real: 0.402 D_fake: 0.120 +(epoch: 8, iters: 56288, time: 0.402, data: 0.016) G_GAN: 2.696 G_L1: 3.209 D_real: 0.025 D_fake: 0.518 +(epoch: 8, iters: 56388, time: 0.305, data: 0.022) G_GAN: 4.597 G_L1: 7.084 D_real: 0.049 D_fake: 0.537 +(epoch: 8, iters: 56488, time: 0.296, data: 0.017) G_GAN: 3.316 G_L1: 3.214 D_real: 0.250 D_fake: 0.125 +(epoch: 8, iters: 56588, time: 0.306, data: 0.017) G_GAN: 3.310 G_L1: 3.839 D_real: 0.612 D_fake: 0.046 +(epoch: 8, iters: 56688, time: 0.417, data: 0.017) G_GAN: 3.772 G_L1: 3.039 D_real: 0.022 D_fake: 0.342 +(epoch: 8, iters: 56788, time: 0.302, data: 0.020) G_GAN: 3.468 G_L1: 3.664 D_real: 0.278 D_fake: 0.198 +(epoch: 8, iters: 56888, time: 0.299, data: 0.020) G_GAN: 3.785 G_L1: 4.377 D_real: 0.119 D_fake: 0.146 +(epoch: 8, iters: 56988, time: 0.306, data: 0.017) G_GAN: 2.319 G_L1: 3.484 D_real: 0.716 D_fake: 0.065 +(epoch: 8, iters: 57088, time: 0.406, data: 0.017) G_GAN: 3.177 G_L1: 3.870 D_real: 0.995 D_fake: 0.040 +(epoch: 8, iters: 57188, time: 0.303, data: 0.018) G_GAN: 1.842 G_L1: 3.520 D_real: 0.965 D_fake: 0.049 +(epoch: 8, iters: 57288, time: 0.300, data: 0.017) G_GAN: 3.595 G_L1: 3.696 D_real: 0.044 D_fake: 0.575 +(epoch: 8, iters: 57388, time: 0.293, data: 0.017) G_GAN: 1.978 G_L1: 5.110 D_real: 0.490 D_fake: 0.157 +(epoch: 8, iters: 57488, time: 0.397, data: 0.019) G_GAN: 4.452 G_L1: 3.468 D_real: 0.544 D_fake: 0.011 +(epoch: 8, iters: 57588, time: 0.306, data: 0.018) G_GAN: 2.233 G_L1: 4.009 D_real: 0.539 D_fake: 0.384 +(epoch: 8, iters: 57688, time: 0.297, data: 0.017) G_GAN: 3.043 G_L1: 4.284 D_real: 0.046 D_fake: 0.806 +(epoch: 8, iters: 57788, time: 0.297, data: 0.017) G_GAN: 2.209 G_L1: 3.664 D_real: 0.064 D_fake: 0.262 +(epoch: 8, iters: 57888, time: 0.496, data: 0.017) G_GAN: 4.170 G_L1: 5.335 D_real: 0.116 D_fake: 0.066 +(epoch: 8, iters: 57988, time: 0.302, data: 0.018) G_GAN: 2.340 G_L1: 2.622 D_real: 0.014 D_fake: 0.257 +(epoch: 8, iters: 58088, time: 0.303, data: 0.017) G_GAN: 2.361 G_L1: 3.524 D_real: 0.147 D_fake: 0.222 +(epoch: 8, iters: 58188, time: 0.304, data: 0.017) G_GAN: 3.736 G_L1: 3.531 D_real: 0.037 D_fake: 0.092 +(epoch: 8, iters: 58288, time: 0.394, data: 0.017) G_GAN: 2.604 G_L1: 4.217 D_real: 0.147 D_fake: 0.183 +(epoch: 8, iters: 58388, time: 0.302, data: 0.018) G_GAN: 3.540 G_L1: 3.871 D_real: 0.037 D_fake: 0.168 +(epoch: 8, iters: 58488, time: 0.307, data: 0.018) G_GAN: 2.371 G_L1: 3.613 D_real: 0.400 D_fake: 0.151 +(epoch: 8, iters: 58588, time: 0.294, data: 0.019) G_GAN: 3.735 G_L1: 5.332 D_real: 0.020 D_fake: 0.189 +(epoch: 8, iters: 58688, time: 0.421, data: 0.017) G_GAN: 3.576 G_L1: 6.904 D_real: 0.021 D_fake: 0.107 +(epoch: 8, iters: 58788, time: 0.294, data: 0.018) G_GAN: 3.369 G_L1: 3.943 D_real: 0.330 D_fake: 0.143 +(epoch: 8, iters: 58888, time: 0.304, data: 0.015) G_GAN: 3.105 G_L1: 6.630 D_real: 0.148 D_fake: 0.188 +(epoch: 8, iters: 58988, time: 0.297, data: 0.018) G_GAN: 3.776 G_L1: 5.555 D_real: 0.062 D_fake: 0.257 +(epoch: 8, iters: 59088, time: 0.386, data: 0.017) G_GAN: 2.883 G_L1: 3.682 D_real: 0.288 D_fake: 0.045 +(epoch: 8, iters: 59188, time: 0.300, data: 0.018) G_GAN: 4.008 G_L1: 9.184 D_real: 0.019 D_fake: 0.226 +(epoch: 8, iters: 59288, time: 0.306, data: 0.016) G_GAN: 2.433 G_L1: 3.300 D_real: 0.421 D_fake: 0.968 +(epoch: 8, iters: 59388, time: 0.302, data: 0.018) G_GAN: 3.726 G_L1: 7.410 D_real: 0.030 D_fake: 0.133 +(epoch: 8, iters: 59488, time: 0.409, data: 0.016) G_GAN: 2.858 G_L1: 3.209 D_real: 0.198 D_fake: 0.052 +(epoch: 8, iters: 59588, time: 0.301, data: 0.018) G_GAN: 4.017 G_L1: 3.103 D_real: 0.140 D_fake: 0.113 +(epoch: 8, iters: 59688, time: 0.290, data: 0.018) G_GAN: 2.848 G_L1: 3.163 D_real: 0.228 D_fake: 0.414 +(epoch: 8, iters: 59788, time: 0.293, data: 0.016) G_GAN: 3.011 G_L1: 3.752 D_real: 0.044 D_fake: 0.208 +(epoch: 8, iters: 59888, time: 0.534, data: 0.017) G_GAN: 2.603 G_L1: 3.974 D_real: 0.356 D_fake: 0.085 +(epoch: 8, iters: 59988, time: 0.304, data: 0.020) G_GAN: 4.077 G_L1: 4.377 D_real: 0.054 D_fake: 0.148 +(epoch: 9, iters: 72, time: 0.290, data: 0.018) G_GAN: 3.768 G_L1: 5.986 D_real: 0.084 D_fake: 0.124 +(epoch: 9, iters: 172, time: 0.304, data: 0.016) G_GAN: 3.781 G_L1: 7.395 D_real: 0.049 D_fake: 0.070 +(epoch: 9, iters: 272, time: 0.543, data: 0.018) G_GAN: 3.693 G_L1: 7.856 D_real: 0.017 D_fake: 0.256 +(epoch: 9, iters: 372, time: 0.302, data: 0.028) G_GAN: 3.779 G_L1: 3.289 D_real: 0.135 D_fake: 0.320 +(epoch: 9, iters: 472, time: 0.294, data: 0.019) G_GAN: 4.048 G_L1: 4.033 D_real: 0.029 D_fake: 0.375 +(epoch: 9, iters: 572, time: 0.299, data: 0.018) G_GAN: 2.263 G_L1: 2.882 D_real: 0.245 D_fake: 0.334 +(epoch: 9, iters: 672, time: 0.418, data: 0.020) G_GAN: 3.517 G_L1: 3.966 D_real: 0.479 D_fake: 0.184 +(epoch: 9, iters: 772, time: 0.305, data: 0.020) G_GAN: 1.209 G_L1: 3.777 D_real: 1.266 D_fake: 0.119 +(epoch: 9, iters: 872, time: 0.296, data: 0.018) G_GAN: 1.598 G_L1: 2.661 D_real: 0.705 D_fake: 0.152 +(epoch: 9, iters: 972, time: 0.303, data: 0.018) G_GAN: 1.698 G_L1: 5.806 D_real: 0.494 D_fake: 0.105 +(epoch: 9, iters: 1072, time: 0.410, data: 0.020) G_GAN: 2.453 G_L1: 3.094 D_real: 0.190 D_fake: 0.405 +(epoch: 9, iters: 1172, time: 0.308, data: 0.022) G_GAN: 5.958 G_L1: 5.281 D_real: 0.044 D_fake: 0.119 +(epoch: 9, iters: 1272, time: 0.304, data: 0.019) G_GAN: 2.294 G_L1: 5.472 D_real: 1.548 D_fake: 0.108 +(epoch: 9, iters: 1372, time: 0.298, data: 0.018) G_GAN: 3.598 G_L1: 2.882 D_real: 0.088 D_fake: 1.018 +(epoch: 9, iters: 1472, time: 0.398, data: 0.019) G_GAN: 1.701 G_L1: 4.457 D_real: 0.492 D_fake: 0.870 +(epoch: 9, iters: 1572, time: 0.300, data: 0.020) G_GAN: 2.304 G_L1: 2.764 D_real: 0.255 D_fake: 0.325 +(epoch: 9, iters: 1672, time: 0.303, data: 0.018) G_GAN: 1.914 G_L1: 2.830 D_real: 0.332 D_fake: 0.290 +(epoch: 9, iters: 1772, time: 0.304, data: 0.018) G_GAN: 3.221 G_L1: 4.033 D_real: 0.524 D_fake: 0.118 +(epoch: 9, iters: 1872, time: 0.532, data: 0.018) G_GAN: 4.140 G_L1: 3.801 D_real: 0.124 D_fake: 1.177 +(epoch: 9, iters: 1972, time: 0.293, data: 0.020) G_GAN: 2.589 G_L1: 3.190 D_real: 0.276 D_fake: 0.322 +(epoch: 9, iters: 2072, time: 0.303, data: 0.018) G_GAN: 4.384 G_L1: 8.201 D_real: 0.076 D_fake: 0.236 +(epoch: 9, iters: 2172, time: 0.303, data: 0.020) G_GAN: 3.573 G_L1: 3.884 D_real: 0.007 D_fake: 0.332 +(epoch: 9, iters: 2272, time: 0.379, data: 0.018) G_GAN: 3.416 G_L1: 3.742 D_real: 0.247 D_fake: 0.043 +(epoch: 9, iters: 2372, time: 0.297, data: 0.020) G_GAN: 1.692 G_L1: 3.326 D_real: 0.485 D_fake: 0.325 +(epoch: 9, iters: 2472, time: 0.296, data: 0.019) G_GAN: 3.230 G_L1: 3.850 D_real: 0.583 D_fake: 0.188 +(epoch: 9, iters: 2572, time: 0.296, data: 0.018) G_GAN: 2.827 G_L1: 3.876 D_real: 0.257 D_fake: 0.169 +(epoch: 9, iters: 2672, time: 0.420, data: 0.019) G_GAN: 2.277 G_L1: 3.262 D_real: 0.354 D_fake: 0.387 +(epoch: 9, iters: 2772, time: 0.301, data: 0.020) G_GAN: 3.244 G_L1: 4.249 D_real: 0.127 D_fake: 0.086 +(epoch: 9, iters: 2872, time: 0.294, data: 0.018) G_GAN: 4.556 G_L1: 3.780 D_real: 0.021 D_fake: 0.157 +(epoch: 9, iters: 2972, time: 0.301, data: 0.017) G_GAN: 4.216 G_L1: 4.615 D_real: 0.130 D_fake: 0.097 +(epoch: 9, iters: 3072, time: 0.405, data: 0.018) G_GAN: 4.731 G_L1: 5.305 D_real: 0.041 D_fake: 0.311 +(epoch: 9, iters: 3172, time: 0.301, data: 0.019) G_GAN: 1.910 G_L1: 3.955 D_real: 0.874 D_fake: 0.109 +(epoch: 9, iters: 3272, time: 0.303, data: 0.019) G_GAN: 2.924 G_L1: 4.029 D_real: 0.033 D_fake: 0.236 +(epoch: 9, iters: 3372, time: 0.307, data: 0.017) G_GAN: 3.453 G_L1: 4.045 D_real: 0.449 D_fake: 0.082 +(epoch: 9, iters: 3472, time: 0.418, data: 0.019) G_GAN: 2.080 G_L1: 4.133 D_real: 0.042 D_fake: 0.761 +(epoch: 9, iters: 3572, time: 0.300, data: 0.020) G_GAN: 1.463 G_L1: 2.772 D_real: 0.664 D_fake: 0.070 +(epoch: 9, iters: 3672, time: 0.303, data: 0.017) G_GAN: 3.216 G_L1: 4.438 D_real: 0.448 D_fake: 0.078 +(epoch: 9, iters: 3772, time: 0.295, data: 0.016) G_GAN: 2.187 G_L1: 3.423 D_real: 0.323 D_fake: 0.169 +(epoch: 9, iters: 3872, time: 0.502, data: 0.018) G_GAN: 1.965 G_L1: 2.707 D_real: 0.984 D_fake: 0.238 +(epoch: 9, iters: 3972, time: 0.298, data: 0.019) G_GAN: 2.108 G_L1: 4.272 D_real: 0.299 D_fake: 0.148 +(epoch: 9, iters: 4072, time: 0.303, data: 0.017) G_GAN: 2.893 G_L1: 2.515 D_real: 0.123 D_fake: 0.321 +(epoch: 9, iters: 4172, time: 0.305, data: 0.017) G_GAN: 2.942 G_L1: 5.433 D_real: 0.370 D_fake: 0.206 +(epoch: 9, iters: 4272, time: 0.395, data: 0.017) G_GAN: 3.025 G_L1: 3.669 D_real: 0.358 D_fake: 0.460 +(epoch: 9, iters: 4372, time: 0.301, data: 0.018) G_GAN: 1.424 G_L1: 2.705 D_real: 1.131 D_fake: 0.120 +(epoch: 9, iters: 4472, time: 0.293, data: 0.016) G_GAN: 3.907 G_L1: 4.773 D_real: 0.225 D_fake: 0.234 +(epoch: 9, iters: 4572, time: 0.302, data: 0.016) G_GAN: 3.401 G_L1: 4.143 D_real: 0.216 D_fake: 0.590 +(epoch: 9, iters: 4672, time: 0.432, data: 0.017) G_GAN: 4.268 G_L1: 3.917 D_real: 0.158 D_fake: 0.031 +(epoch: 9, iters: 4772, time: 0.305, data: 0.019) G_GAN: 2.878 G_L1: 2.999 D_real: 0.215 D_fake: 0.157 +(epoch: 9, iters: 4872, time: 0.304, data: 0.015) G_GAN: 3.253 G_L1: 2.518 D_real: 0.086 D_fake: 0.279 +(epoch: 9, iters: 4972, time: 0.302, data: 0.019) G_GAN: 2.718 G_L1: 4.647 D_real: 1.248 D_fake: 0.013 +(epoch: 9, iters: 5072, time: 0.420, data: 0.017) G_GAN: 3.117 G_L1: 4.761 D_real: 0.116 D_fake: 0.123 +(epoch: 9, iters: 5172, time: 0.298, data: 0.018) G_GAN: 5.341 G_L1: 5.922 D_real: 0.081 D_fake: 0.084 +(epoch: 9, iters: 5272, time: 0.291, data: 0.016) G_GAN: 2.697 G_L1: 5.353 D_real: 0.105 D_fake: 0.220 +(epoch: 9, iters: 5372, time: 0.299, data: 0.015) G_GAN: 3.483 G_L1: 4.199 D_real: 0.146 D_fake: 0.175 +(epoch: 9, iters: 5472, time: 0.392, data: 0.016) G_GAN: 4.339 G_L1: 3.201 D_real: 0.360 D_fake: 0.055 +(epoch: 9, iters: 5572, time: 0.304, data: 0.019) G_GAN: 3.133 G_L1: 4.190 D_real: 0.123 D_fake: 0.055 +(epoch: 9, iters: 5672, time: 0.302, data: 0.016) G_GAN: 3.402 G_L1: 4.108 D_real: 0.111 D_fake: 0.107 +(epoch: 9, iters: 5772, time: 0.303, data: 0.018) G_GAN: 3.661 G_L1: 4.409 D_real: 0.019 D_fake: 0.240 +(epoch: 9, iters: 5872, time: 0.533, data: 0.016) G_GAN: 2.617 G_L1: 7.252 D_real: 1.442 D_fake: 0.010 +(epoch: 9, iters: 5972, time: 0.294, data: 0.018) G_GAN: 3.099 G_L1: 4.181 D_real: 0.294 D_fake: 0.064 +(epoch: 9, iters: 6072, time: 0.296, data: 0.015) G_GAN: 2.964 G_L1: 3.932 D_real: 0.050 D_fake: 0.209 +(epoch: 9, iters: 6172, time: 0.301, data: 0.014) G_GAN: 3.241 G_L1: 8.296 D_real: 0.410 D_fake: 0.055 +(epoch: 9, iters: 6272, time: 0.417, data: 0.016) G_GAN: 3.561 G_L1: 3.201 D_real: 0.055 D_fake: 0.364 +(epoch: 9, iters: 6372, time: 0.301, data: 0.020) G_GAN: 3.821 G_L1: 3.946 D_real: 0.047 D_fake: 0.039 +(epoch: 9, iters: 6472, time: 0.300, data: 0.016) G_GAN: 3.086 G_L1: 3.635 D_real: 0.169 D_fake: 0.140 +(epoch: 9, iters: 6572, time: 0.286, data: 0.017) G_GAN: 4.112 G_L1: 3.563 D_real: 0.048 D_fake: 0.152 +(epoch: 9, iters: 6672, time: 0.401, data: 0.014) G_GAN: 3.007 G_L1: 5.443 D_real: 0.434 D_fake: 0.411 +(epoch: 9, iters: 6772, time: 0.308, data: 0.017) G_GAN: 2.133 G_L1: 5.052 D_real: 0.453 D_fake: 0.132 +(epoch: 9, iters: 6872, time: 0.290, data: 0.016) G_GAN: 3.200 G_L1: 4.463 D_real: 0.265 D_fake: 0.133 +(epoch: 9, iters: 6972, time: 0.304, data: 0.016) G_GAN: 3.553 G_L1: 4.349 D_real: 0.126 D_fake: 0.239 +(epoch: 9, iters: 7072, time: 0.412, data: 0.018) G_GAN: 2.528 G_L1: 3.797 D_real: 0.201 D_fake: 0.213 +(epoch: 9, iters: 7172, time: 0.294, data: 0.017) G_GAN: 3.812 G_L1: 6.220 D_real: 0.086 D_fake: 0.083 +(epoch: 9, iters: 7272, time: 0.305, data: 0.018) G_GAN: 3.778 G_L1: 4.491 D_real: 0.036 D_fake: 0.331 +(epoch: 9, iters: 7372, time: 0.301, data: 0.016) G_GAN: 2.836 G_L1: 4.378 D_real: 0.050 D_fake: 0.171 +(epoch: 9, iters: 7472, time: 0.385, data: 0.020) G_GAN: 2.539 G_L1: 3.246 D_real: 0.370 D_fake: 0.098 +(epoch: 9, iters: 7572, time: 0.294, data: 0.019) G_GAN: 4.027 G_L1: 3.364 D_real: 0.037 D_fake: 0.632 +(epoch: 9, iters: 7672, time: 0.290, data: 0.017) G_GAN: 3.459 G_L1: 4.638 D_real: 0.067 D_fake: 0.181 +(epoch: 9, iters: 7772, time: 0.304, data: 0.017) G_GAN: 3.769 G_L1: 4.979 D_real: 0.341 D_fake: 0.061 +(epoch: 9, iters: 7872, time: 0.545, data: 0.016) G_GAN: 2.967 G_L1: 3.634 D_real: 0.525 D_fake: 0.105 +(epoch: 9, iters: 7972, time: 0.300, data: 0.018) G_GAN: 3.245 G_L1: 3.460 D_real: 0.313 D_fake: 0.018 +(epoch: 9, iters: 8072, time: 0.307, data: 0.017) G_GAN: 3.770 G_L1: 3.250 D_real: 0.029 D_fake: 0.283 +(epoch: 9, iters: 8172, time: 0.299, data: 0.018) G_GAN: 2.898 G_L1: 3.580 D_real: 0.707 D_fake: 0.169 +(epoch: 9, iters: 8272, time: 0.407, data: 0.019) G_GAN: 3.314 G_L1: 3.882 D_real: 0.039 D_fake: 0.216 +(epoch: 9, iters: 8372, time: 0.294, data: 0.019) G_GAN: 3.287 G_L1: 2.663 D_real: 0.191 D_fake: 0.272 +(epoch: 9, iters: 8472, time: 0.305, data: 0.017) G_GAN: 2.718 G_L1: 3.546 D_real: 0.253 D_fake: 0.332 +(epoch: 9, iters: 8572, time: 0.304, data: 0.019) G_GAN: 3.501 G_L1: 3.106 D_real: 0.201 D_fake: 0.248 +(epoch: 9, iters: 8672, time: 0.429, data: 0.017) G_GAN: 3.667 G_L1: 4.062 D_real: 0.152 D_fake: 0.093 +(epoch: 9, iters: 8772, time: 0.304, data: 0.020) G_GAN: 1.752 G_L1: 2.395 D_real: 1.378 D_fake: 0.127 +(epoch: 9, iters: 8872, time: 0.303, data: 0.020) G_GAN: 2.987 G_L1: 3.454 D_real: 0.555 D_fake: 0.692 +(epoch: 9, iters: 8972, time: 0.287, data: 0.018) G_GAN: 3.322 G_L1: 5.771 D_real: 0.029 D_fake: 0.355 +(epoch: 9, iters: 9072, time: 0.383, data: 0.017) G_GAN: 2.811 G_L1: 3.416 D_real: 0.295 D_fake: 0.129 +(epoch: 9, iters: 9172, time: 0.300, data: 0.019) G_GAN: 2.838 G_L1: 4.640 D_real: 0.012 D_fake: 0.387 +(epoch: 9, iters: 9272, time: 0.300, data: 0.019) G_GAN: 4.010 G_L1: 3.972 D_real: 0.066 D_fake: 0.049 +(epoch: 9, iters: 9372, time: 0.304, data: 0.024) G_GAN: 4.235 G_L1: 3.340 D_real: 0.223 D_fake: 0.260 +(epoch: 9, iters: 9472, time: 0.417, data: 0.017) G_GAN: 2.853 G_L1: 4.398 D_real: 0.173 D_fake: 0.143 +(epoch: 9, iters: 9572, time: 0.302, data: 0.022) G_GAN: 4.813 G_L1: 3.727 D_real: 0.026 D_fake: 0.040 +(epoch: 9, iters: 9672, time: 0.305, data: 0.017) G_GAN: 4.288 G_L1: 4.474 D_real: 0.175 D_fake: 0.447 +(epoch: 9, iters: 9772, time: 0.300, data: 0.016) G_GAN: 2.921 G_L1: 5.220 D_real: 0.216 D_fake: 0.140 +(epoch: 9, iters: 9872, time: 0.525, data: 0.020) G_GAN: 3.255 G_L1: 3.492 D_real: 0.152 D_fake: 0.243 +(epoch: 9, iters: 9972, time: 0.298, data: 0.019) G_GAN: 3.304 G_L1: 3.052 D_real: 0.462 D_fake: 0.027 +(epoch: 9, iters: 10072, time: 0.293, data: 0.018) G_GAN: 2.643 G_L1: 3.132 D_real: 0.140 D_fake: 0.129 +(epoch: 9, iters: 10172, time: 0.291, data: 0.017) G_GAN: 3.301 G_L1: 3.379 D_real: 0.042 D_fake: 0.424 +(epoch: 9, iters: 10272, time: 0.410, data: 0.019) G_GAN: 3.220 G_L1: 2.857 D_real: 0.424 D_fake: 0.114 +(epoch: 9, iters: 10372, time: 0.301, data: 0.018) G_GAN: 4.679 G_L1: 2.969 D_real: 0.573 D_fake: 0.052 +(epoch: 9, iters: 10472, time: 0.294, data: 0.019) G_GAN: 4.620 G_L1: 3.259 D_real: 0.230 D_fake: 0.373 +(epoch: 9, iters: 10572, time: 0.298, data: 0.016) G_GAN: 3.108 G_L1: 3.220 D_real: 0.152 D_fake: 0.185 +(epoch: 9, iters: 10672, time: 0.416, data: 0.016) G_GAN: 2.554 G_L1: 4.534 D_real: 0.252 D_fake: 0.221 +(epoch: 9, iters: 10772, time: 0.294, data: 0.017) G_GAN: 3.895 G_L1: 3.758 D_real: 0.280 D_fake: 0.362 +(epoch: 9, iters: 10872, time: 0.296, data: 0.016) G_GAN: 2.883 G_L1: 3.129 D_real: 0.170 D_fake: 0.174 +(epoch: 9, iters: 10972, time: 0.301, data: 0.015) G_GAN: 3.303 G_L1: 3.875 D_real: 0.112 D_fake: 0.130 +(epoch: 9, iters: 11072, time: 0.432, data: 0.017) G_GAN: 3.007 G_L1: 4.818 D_real: 0.004 D_fake: 0.205 +(epoch: 9, iters: 11172, time: 0.299, data: 0.023) G_GAN: 3.399 G_L1: 4.620 D_real: 0.677 D_fake: 0.074 +(epoch: 9, iters: 11272, time: 0.300, data: 0.018) G_GAN: 2.475 G_L1: 3.526 D_real: 0.477 D_fake: 0.107 +(epoch: 9, iters: 11372, time: 0.296, data: 0.017) G_GAN: 1.179 G_L1: 3.672 D_real: 1.788 D_fake: 0.033 +(epoch: 9, iters: 11472, time: 0.412, data: 0.018) G_GAN: 1.468 G_L1: 4.207 D_real: 0.755 D_fake: 0.236 +(epoch: 9, iters: 11572, time: 0.293, data: 0.018) G_GAN: 3.430 G_L1: 3.881 D_real: 0.034 D_fake: 0.580 +(epoch: 9, iters: 11672, time: 0.301, data: 0.018) G_GAN: 2.577 G_L1: 3.328 D_real: 0.213 D_fake: 0.176 +(epoch: 9, iters: 11772, time: 0.301, data: 0.020) G_GAN: 3.714 G_L1: 5.252 D_real: 0.028 D_fake: 0.181 +(epoch: 9, iters: 11872, time: 0.538, data: 0.017) G_GAN: 3.510 G_L1: 7.802 D_real: 0.150 D_fake: 0.197 +(epoch: 9, iters: 11972, time: 0.286, data: 0.018) G_GAN: 4.261 G_L1: 3.050 D_real: 0.168 D_fake: 0.380 +(epoch: 9, iters: 12072, time: 0.285, data: 0.016) G_GAN: 3.688 G_L1: 2.086 D_real: 0.182 D_fake: 0.050 +(epoch: 9, iters: 12172, time: 0.298, data: 0.016) G_GAN: 3.586 G_L1: 2.834 D_real: 0.028 D_fake: 0.303 +(epoch: 9, iters: 12272, time: 0.373, data: 0.018) G_GAN: 3.322 G_L1: 4.084 D_real: 0.503 D_fake: 0.137 +(epoch: 9, iters: 12372, time: 0.301, data: 0.017) G_GAN: 3.665 G_L1: 4.508 D_real: 0.778 D_fake: 0.024 +(epoch: 9, iters: 12472, time: 0.300, data: 0.017) G_GAN: 2.318 G_L1: 2.917 D_real: 0.084 D_fake: 0.282 +(epoch: 9, iters: 12572, time: 0.297, data: 0.018) G_GAN: 2.836 G_L1: 3.430 D_real: 0.150 D_fake: 0.149 +(epoch: 9, iters: 12672, time: 0.428, data: 0.016) G_GAN: 3.452 G_L1: 4.677 D_real: 0.076 D_fake: 0.100 +(epoch: 9, iters: 12772, time: 0.293, data: 0.019) G_GAN: 5.023 G_L1: 3.506 D_real: 0.088 D_fake: 0.138 +(epoch: 9, iters: 12872, time: 0.301, data: 0.015) G_GAN: 2.877 G_L1: 2.293 D_real: 0.604 D_fake: 0.131 +(epoch: 9, iters: 12972, time: 0.299, data: 0.016) G_GAN: 3.708 G_L1: 2.935 D_real: 0.292 D_fake: 0.081 +(epoch: 9, iters: 13072, time: 0.415, data: 0.015) G_GAN: 3.968 G_L1: 3.919 D_real: 0.089 D_fake: 0.096 +(epoch: 9, iters: 13172, time: 0.300, data: 0.017) G_GAN: 3.362 G_L1: 3.633 D_real: 0.254 D_fake: 0.146 +(epoch: 9, iters: 13272, time: 0.287, data: 0.017) G_GAN: 3.698 G_L1: 3.756 D_real: 0.153 D_fake: 0.088 +(epoch: 9, iters: 13372, time: 0.295, data: 0.017) G_GAN: 4.744 G_L1: 3.390 D_real: 0.026 D_fake: 1.201 +(epoch: 9, iters: 13472, time: 0.415, data: 0.021) G_GAN: 2.564 G_L1: 2.158 D_real: 0.128 D_fake: 0.114 +(epoch: 9, iters: 13572, time: 0.305, data: 0.019) G_GAN: 3.435 G_L1: 5.431 D_real: 0.094 D_fake: 0.044 +(epoch: 9, iters: 13672, time: 0.298, data: 0.017) G_GAN: 4.909 G_L1: 5.577 D_real: 0.012 D_fake: 0.080 +(epoch: 9, iters: 13772, time: 0.292, data: 0.018) G_GAN: 2.333 G_L1: 3.307 D_real: 0.304 D_fake: 0.109 +(epoch: 9, iters: 13872, time: 0.548, data: 0.015) G_GAN: 3.561 G_L1: 4.070 D_real: 0.112 D_fake: 0.105 +(epoch: 9, iters: 13972, time: 0.303, data: 0.018) G_GAN: 3.132 G_L1: 3.882 D_real: 0.128 D_fake: 0.170 +(epoch: 9, iters: 14072, time: 0.297, data: 0.021) G_GAN: 3.099 G_L1: 6.565 D_real: 0.450 D_fake: 0.046 +(epoch: 9, iters: 14172, time: 0.304, data: 0.017) G_GAN: 2.848 G_L1: 4.190 D_real: 0.117 D_fake: 0.102 +(epoch: 9, iters: 14272, time: 0.410, data: 0.016) G_GAN: 2.968 G_L1: 2.989 D_real: 0.474 D_fake: 0.039 +(epoch: 9, iters: 14372, time: 0.285, data: 0.019) G_GAN: 4.789 G_L1: 3.959 D_real: 0.007 D_fake: 0.036 +(epoch: 9, iters: 14472, time: 0.302, data: 0.017) G_GAN: 2.486 G_L1: 4.067 D_real: 0.556 D_fake: 0.372 +(epoch: 9, iters: 14572, time: 0.281, data: 0.017) G_GAN: 4.265 G_L1: 3.925 D_real: 0.128 D_fake: 0.275 +(epoch: 9, iters: 14672, time: 0.419, data: 0.016) G_GAN: 3.341 G_L1: 2.830 D_real: 0.203 D_fake: 0.125 +(epoch: 9, iters: 14772, time: 0.298, data: 0.018) G_GAN: 4.083 G_L1: 4.119 D_real: 0.058 D_fake: 0.133 +(epoch: 9, iters: 14872, time: 0.304, data: 0.019) G_GAN: 3.559 G_L1: 4.135 D_real: 0.009 D_fake: 0.078 +(epoch: 9, iters: 14972, time: 0.288, data: 0.020) G_GAN: 3.872 G_L1: 5.565 D_real: 0.389 D_fake: 0.216 +(epoch: 9, iters: 15072, time: 0.396, data: 0.015) G_GAN: 3.215 G_L1: 4.054 D_real: 0.121 D_fake: 0.560 +(epoch: 9, iters: 15172, time: 0.291, data: 0.020) G_GAN: 4.889 G_L1: 5.877 D_real: 0.160 D_fake: 0.222 +(epoch: 9, iters: 15272, time: 0.289, data: 0.016) G_GAN: 3.161 G_L1: 7.413 D_real: 0.315 D_fake: 0.160 +(epoch: 9, iters: 15372, time: 0.281, data: 0.017) G_GAN: 4.046 G_L1: 4.387 D_real: 0.076 D_fake: 0.088 +(epoch: 9, iters: 15472, time: 0.386, data: 0.013) G_GAN: 2.124 G_L1: 3.139 D_real: 0.427 D_fake: 0.121 +(epoch: 9, iters: 15572, time: 0.279, data: 0.017) G_GAN: 4.076 G_L1: 4.499 D_real: 0.100 D_fake: 0.239 +(epoch: 9, iters: 15672, time: 0.274, data: 0.015) G_GAN: 2.626 G_L1: 3.497 D_real: 0.774 D_fake: 0.153 +(epoch: 9, iters: 15772, time: 0.295, data: 0.013) G_GAN: 5.346 G_L1: 4.784 D_real: 0.082 D_fake: 0.016 +(epoch: 9, iters: 15872, time: 0.523, data: 0.020) G_GAN: 3.488 G_L1: 3.522 D_real: 0.134 D_fake: 0.118 +(epoch: 9, iters: 15972, time: 0.271, data: 0.014) G_GAN: 4.151 G_L1: 2.932 D_real: 0.426 D_fake: 0.040 +(epoch: 9, iters: 16072, time: 0.298, data: 0.014) G_GAN: 2.740 G_L1: 3.886 D_real: 0.303 D_fake: 0.141 +(epoch: 9, iters: 16172, time: 0.274, data: 0.019) G_GAN: 3.053 G_L1: 3.527 D_real: 0.344 D_fake: 0.025 +(epoch: 9, iters: 16272, time: 0.352, data: 0.022) G_GAN: 3.073 G_L1: 3.099 D_real: 0.409 D_fake: 0.150 +(epoch: 9, iters: 16372, time: 0.285, data: 0.014) G_GAN: 3.584 G_L1: 2.991 D_real: 0.081 D_fake: 0.084 +(epoch: 9, iters: 16472, time: 0.295, data: 0.018) G_GAN: 3.851 G_L1: 4.069 D_real: 0.431 D_fake: 0.053 +(epoch: 9, iters: 16572, time: 0.296, data: 0.015) G_GAN: 2.838 G_L1: 4.492 D_real: 0.430 D_fake: 0.264 +(epoch: 9, iters: 16672, time: 0.390, data: 0.018) G_GAN: 3.352 G_L1: 3.467 D_real: 0.197 D_fake: 0.089 +(epoch: 9, iters: 16772, time: 0.292, data: 0.015) G_GAN: 2.576 G_L1: 3.464 D_real: 0.222 D_fake: 0.194 +(epoch: 9, iters: 16872, time: 0.286, data: 0.014) G_GAN: 2.818 G_L1: 4.886 D_real: 0.076 D_fake: 0.234 +(epoch: 9, iters: 16972, time: 0.294, data: 0.017) G_GAN: 4.349 G_L1: 3.827 D_real: 0.147 D_fake: 0.410 +(epoch: 9, iters: 17072, time: 0.408, data: 0.017) G_GAN: 2.933 G_L1: 3.814 D_real: 0.144 D_fake: 0.184 +(epoch: 9, iters: 17172, time: 0.293, data: 0.018) G_GAN: 5.751 G_L1: 4.455 D_real: 0.090 D_fake: 0.472 +(epoch: 9, iters: 17272, time: 0.287, data: 0.023) G_GAN: 3.231 G_L1: 7.263 D_real: 0.013 D_fake: 0.223 +(epoch: 9, iters: 17372, time: 0.286, data: 0.015) G_GAN: 3.647 G_L1: 3.965 D_real: 0.084 D_fake: 0.115 +(epoch: 9, iters: 17472, time: 0.399, data: 0.017) G_GAN: 1.830 G_L1: 3.382 D_real: 0.425 D_fake: 0.373 +(epoch: 9, iters: 17572, time: 0.283, data: 0.017) G_GAN: 3.210 G_L1: 3.724 D_real: 0.071 D_fake: 0.491 +(epoch: 9, iters: 17672, time: 0.295, data: 0.019) G_GAN: 3.513 G_L1: 3.837 D_real: 0.345 D_fake: 0.098 +(epoch: 9, iters: 17772, time: 0.296, data: 0.016) G_GAN: 3.056 G_L1: 2.957 D_real: 0.128 D_fake: 0.152 +(epoch: 9, iters: 17872, time: 0.493, data: 0.016) G_GAN: 1.552 G_L1: 3.990 D_real: 0.673 D_fake: 0.147 +(epoch: 9, iters: 17972, time: 0.293, data: 0.016) G_GAN: 2.883 G_L1: 2.886 D_real: 0.334 D_fake: 0.162 +(epoch: 9, iters: 18072, time: 0.291, data: 0.015) G_GAN: 3.521 G_L1: 3.410 D_real: 0.037 D_fake: 0.226 +(epoch: 9, iters: 18172, time: 0.259, data: 0.016) G_GAN: 3.345 G_L1: 2.687 D_real: 0.276 D_fake: 0.039 +(epoch: 9, iters: 18272, time: 0.421, data: 0.019) G_GAN: 3.880 G_L1: 3.985 D_real: 0.137 D_fake: 0.505 +(epoch: 9, iters: 18372, time: 0.296, data: 0.018) G_GAN: 3.062 G_L1: 3.768 D_real: 0.067 D_fake: 0.357 +(epoch: 9, iters: 18472, time: 0.293, data: 0.018) G_GAN: 3.181 G_L1: 3.351 D_real: 0.216 D_fake: 0.405 +(epoch: 9, iters: 18572, time: 0.273, data: 0.015) G_GAN: 3.316 G_L1: 3.466 D_real: 0.217 D_fake: 0.112 +(epoch: 9, iters: 18672, time: 0.398, data: 0.013) G_GAN: 4.208 G_L1: 4.045 D_real: 0.449 D_fake: 0.046 +(epoch: 9, iters: 18772, time: 0.291, data: 0.016) G_GAN: 1.264 G_L1: 2.333 D_real: 0.485 D_fake: 0.249 +(epoch: 9, iters: 18872, time: 0.278, data: 0.015) G_GAN: 3.044 G_L1: 4.614 D_real: 0.113 D_fake: 0.326 +(epoch: 9, iters: 18972, time: 0.275, data: 0.020) G_GAN: 3.712 G_L1: 4.747 D_real: 0.220 D_fake: 0.043 +(epoch: 9, iters: 19072, time: 0.398, data: 0.020) G_GAN: 3.151 G_L1: 6.380 D_real: 0.043 D_fake: 0.187 +(epoch: 9, iters: 19172, time: 0.285, data: 0.016) G_GAN: 3.936 G_L1: 7.931 D_real: 0.179 D_fake: 0.420 +(epoch: 9, iters: 19272, time: 0.301, data: 0.017) G_GAN: 3.323 G_L1: 4.873 D_real: 0.605 D_fake: 0.056 +(epoch: 9, iters: 19372, time: 0.279, data: 0.020) G_GAN: 2.449 G_L1: 3.248 D_real: 0.338 D_fake: 0.107 +(epoch: 9, iters: 19472, time: 0.402, data: 0.020) G_GAN: 3.152 G_L1: 4.177 D_real: 0.226 D_fake: 0.222 +(epoch: 9, iters: 19572, time: 0.296, data: 0.016) G_GAN: 5.453 G_L1: 6.056 D_real: 0.112 D_fake: 0.039 +(epoch: 9, iters: 19672, time: 0.297, data: 0.017) G_GAN: 2.328 G_L1: 4.632 D_real: 0.823 D_fake: 0.058 +(epoch: 9, iters: 19772, time: 0.271, data: 0.020) G_GAN: 3.768 G_L1: 2.905 D_real: 0.282 D_fake: 0.078 +(epoch: 9, iters: 19872, time: 0.533, data: 0.018) G_GAN: 3.031 G_L1: 3.243 D_real: 0.201 D_fake: 0.078 +(epoch: 9, iters: 19972, time: 0.290, data: 0.018) G_GAN: 3.152 G_L1: 3.164 D_real: 0.058 D_fake: 0.701 +(epoch: 9, iters: 20072, time: 0.296, data: 0.015) G_GAN: 3.677 G_L1: 4.174 D_real: 0.286 D_fake: 0.263 +(epoch: 9, iters: 20172, time: 0.298, data: 0.019) G_GAN: 2.785 G_L1: 3.433 D_real: 0.873 D_fake: 0.053 +(epoch: 9, iters: 20272, time: 0.415, data: 0.018) G_GAN: 3.059 G_L1: 3.613 D_real: 0.012 D_fake: 0.525 +(epoch: 9, iters: 20372, time: 0.298, data: 0.017) G_GAN: 3.801 G_L1: 3.589 D_real: 0.065 D_fake: 1.185 +(epoch: 9, iters: 20472, time: 0.294, data: 0.019) G_GAN: 1.469 G_L1: 5.869 D_real: 1.083 D_fake: 0.043 +(epoch: 9, iters: 20572, time: 0.294, data: 0.015) G_GAN: 2.425 G_L1: 3.151 D_real: 0.018 D_fake: 0.509 +(epoch: 9, iters: 20672, time: 0.397, data: 0.017) G_GAN: 4.239 G_L1: 2.925 D_real: 0.456 D_fake: 0.045 +(epoch: 9, iters: 20772, time: 0.298, data: 0.020) G_GAN: 2.078 G_L1: 3.502 D_real: 0.130 D_fake: 0.097 +(epoch: 9, iters: 20872, time: 0.296, data: 0.017) G_GAN: 3.766 G_L1: 3.828 D_real: 0.144 D_fake: 0.120 +(epoch: 9, iters: 20972, time: 0.288, data: 0.017) G_GAN: 2.777 G_L1: 4.295 D_real: 0.333 D_fake: 0.027 +(epoch: 9, iters: 21072, time: 0.415, data: 0.014) G_GAN: 3.188 G_L1: 2.735 D_real: 0.735 D_fake: 0.564 +(epoch: 9, iters: 21172, time: 0.300, data: 0.018) G_GAN: 1.650 G_L1: 4.040 D_real: 1.246 D_fake: 0.170 +(epoch: 9, iters: 21272, time: 0.300, data: 0.016) G_GAN: 2.582 G_L1: 3.176 D_real: 0.407 D_fake: 0.218 +(epoch: 9, iters: 21372, time: 0.287, data: 0.018) G_GAN: 2.371 G_L1: 4.403 D_real: 0.546 D_fake: 0.144 +(epoch: 9, iters: 21472, time: 0.405, data: 0.015) G_GAN: 3.096 G_L1: 2.696 D_real: 0.233 D_fake: 0.124 +(epoch: 9, iters: 21572, time: 0.301, data: 0.018) G_GAN: 3.262 G_L1: 5.512 D_real: 0.086 D_fake: 0.225 +(epoch: 9, iters: 21672, time: 0.299, data: 0.022) G_GAN: 2.945 G_L1: 2.766 D_real: 0.577 D_fake: 0.068 +(epoch: 9, iters: 21772, time: 0.296, data: 0.017) G_GAN: 4.374 G_L1: 3.843 D_real: 0.069 D_fake: 0.436 +(epoch: 9, iters: 21872, time: 0.553, data: 0.016) G_GAN: 3.048 G_L1: 4.431 D_real: 0.165 D_fake: 0.122 +(epoch: 9, iters: 21972, time: 0.298, data: 0.017) G_GAN: 3.423 G_L1: 3.180 D_real: 0.096 D_fake: 0.274 +(epoch: 9, iters: 22072, time: 0.306, data: 0.016) G_GAN: 4.438 G_L1: 3.712 D_real: 0.072 D_fake: 0.050 +(epoch: 9, iters: 22172, time: 0.281, data: 0.015) G_GAN: 1.605 G_L1: 2.834 D_real: 1.115 D_fake: 0.111 +(epoch: 9, iters: 22272, time: 0.414, data: 0.014) G_GAN: 4.674 G_L1: 7.032 D_real: 0.054 D_fake: 0.066 +(epoch: 9, iters: 22372, time: 0.297, data: 0.016) G_GAN: 2.989 G_L1: 4.976 D_real: 0.315 D_fake: 0.170 +(epoch: 9, iters: 22472, time: 0.299, data: 0.016) G_GAN: 4.722 G_L1: 4.236 D_real: 0.109 D_fake: 0.056 +(epoch: 9, iters: 22572, time: 0.277, data: 0.016) G_GAN: 3.233 G_L1: 4.130 D_real: 0.328 D_fake: 0.073 +(epoch: 9, iters: 22672, time: 0.378, data: 0.020) G_GAN: 5.002 G_L1: 3.310 D_real: 0.026 D_fake: 0.201 +(epoch: 9, iters: 22772, time: 0.302, data: 0.017) G_GAN: 2.915 G_L1: 3.190 D_real: 0.059 D_fake: 0.372 +(epoch: 9, iters: 22872, time: 0.293, data: 0.018) G_GAN: 4.092 G_L1: 4.562 D_real: 0.099 D_fake: 0.067 +(epoch: 9, iters: 22972, time: 0.302, data: 0.016) G_GAN: 2.626 G_L1: 2.949 D_real: 0.478 D_fake: 0.205 +(epoch: 9, iters: 23072, time: 0.414, data: 0.022) G_GAN: 2.622 G_L1: 3.599 D_real: 0.042 D_fake: 0.327 +(epoch: 9, iters: 23172, time: 0.300, data: 0.018) G_GAN: 3.201 G_L1: 2.786 D_real: 0.638 D_fake: 0.102 +(epoch: 9, iters: 23272, time: 0.293, data: 0.016) G_GAN: 4.058 G_L1: 3.258 D_real: 0.047 D_fake: 0.048 +(epoch: 9, iters: 23372, time: 0.294, data: 0.015) G_GAN: 2.946 G_L1: 3.706 D_real: 0.244 D_fake: 0.191 +(epoch: 9, iters: 23472, time: 0.411, data: 0.016) G_GAN: 2.742 G_L1: 3.889 D_real: 0.222 D_fake: 0.361 +(epoch: 9, iters: 23572, time: 0.293, data: 0.018) G_GAN: 3.356 G_L1: 6.068 D_real: 0.353 D_fake: 0.232 +(epoch: 9, iters: 23672, time: 0.304, data: 0.015) G_GAN: 3.648 G_L1: 3.743 D_real: 0.058 D_fake: 0.111 +(epoch: 9, iters: 23772, time: 0.294, data: 0.016) G_GAN: 3.334 G_L1: 4.178 D_real: 0.010 D_fake: 1.001 +(epoch: 9, iters: 23872, time: 0.510, data: 0.017) G_GAN: 2.980 G_L1: 3.901 D_real: 0.641 D_fake: 0.530 +(epoch: 9, iters: 23972, time: 0.292, data: 0.017) G_GAN: 4.120 G_L1: 4.512 D_real: 0.024 D_fake: 0.574 +(epoch: 9, iters: 24072, time: 0.289, data: 0.014) G_GAN: 2.876 G_L1: 2.542 D_real: 0.974 D_fake: 0.196 +(epoch: 9, iters: 24172, time: 0.284, data: 0.021) G_GAN: 3.546 G_L1: 4.011 D_real: 0.008 D_fake: 0.161 +(epoch: 9, iters: 24272, time: 0.409, data: 0.016) G_GAN: 5.277 G_L1: 4.304 D_real: 0.082 D_fake: 0.018 +(epoch: 9, iters: 24372, time: 0.291, data: 0.018) G_GAN: 2.908 G_L1: 3.587 D_real: 0.157 D_fake: 0.361 +(epoch: 9, iters: 24472, time: 0.304, data: 0.014) G_GAN: 3.593 G_L1: 4.007 D_real: 0.040 D_fake: 0.332 +(epoch: 9, iters: 24572, time: 0.307, data: 0.015) G_GAN: 2.992 G_L1: 3.258 D_real: 0.370 D_fake: 0.284 +(epoch: 9, iters: 24672, time: 0.404, data: 0.017) G_GAN: 2.953 G_L1: 3.584 D_real: 0.185 D_fake: 0.377 +(epoch: 9, iters: 24772, time: 0.281, data: 0.017) G_GAN: 3.729 G_L1: 8.027 D_real: 0.379 D_fake: 0.196 +(epoch: 9, iters: 24872, time: 0.279, data: 0.018) G_GAN: 3.741 G_L1: 3.996 D_real: 0.074 D_fake: 0.199 +(epoch: 9, iters: 24972, time: 0.295, data: 0.018) G_GAN: 2.465 G_L1: 2.891 D_real: 0.147 D_fake: 0.369 +(epoch: 9, iters: 25072, time: 0.407, data: 0.016) G_GAN: 4.193 G_L1: 6.805 D_real: 0.062 D_fake: 0.390 +(epoch: 9, iters: 25172, time: 0.302, data: 0.019) G_GAN: 2.633 G_L1: 3.699 D_real: 0.726 D_fake: 0.204 +(epoch: 9, iters: 25272, time: 0.295, data: 0.016) G_GAN: 1.652 G_L1: 2.956 D_real: 1.274 D_fake: 0.178 +(epoch: 9, iters: 25372, time: 0.294, data: 0.020) G_GAN: 3.240 G_L1: 3.387 D_real: 0.099 D_fake: 0.937 +(epoch: 9, iters: 25472, time: 0.417, data: 0.017) G_GAN: 5.829 G_L1: 6.591 D_real: 0.067 D_fake: 0.902 +(epoch: 9, iters: 25572, time: 0.292, data: 0.017) G_GAN: 3.236 G_L1: 5.074 D_real: 0.452 D_fake: 0.095 +(epoch: 9, iters: 25672, time: 0.300, data: 0.018) G_GAN: 4.821 G_L1: 3.561 D_real: 0.052 D_fake: 0.166 +(epoch: 9, iters: 25772, time: 0.305, data: 0.017) G_GAN: 2.618 G_L1: 3.695 D_real: 0.493 D_fake: 0.340 +(epoch: 9, iters: 25872, time: 0.564, data: 0.018) G_GAN: 4.877 G_L1: 4.568 D_real: 0.082 D_fake: 0.149 +(epoch: 9, iters: 25972, time: 0.294, data: 0.019) G_GAN: 2.513 G_L1: 3.470 D_real: 0.311 D_fake: 0.211 +(epoch: 9, iters: 26072, time: 0.299, data: 0.017) G_GAN: 2.888 G_L1: 3.564 D_real: 0.178 D_fake: 0.386 +(epoch: 9, iters: 26172, time: 0.288, data: 0.019) G_GAN: 2.439 G_L1: 3.517 D_real: 0.081 D_fake: 0.303 +(epoch: 9, iters: 26272, time: 0.368, data: 0.018) G_GAN: 3.623 G_L1: 3.607 D_real: 0.167 D_fake: 0.398 +(epoch: 9, iters: 26372, time: 0.300, data: 0.019) G_GAN: 1.986 G_L1: 2.457 D_real: 0.508 D_fake: 0.078 +(epoch: 9, iters: 26472, time: 0.297, data: 0.016) G_GAN: 3.012 G_L1: 4.027 D_real: 0.101 D_fake: 0.202 +(epoch: 9, iters: 26572, time: 0.300, data: 0.016) G_GAN: 3.542 G_L1: 4.805 D_real: 0.596 D_fake: 0.022 +(epoch: 9, iters: 26672, time: 0.422, data: 0.020) G_GAN: 3.711 G_L1: 3.485 D_real: 0.022 D_fake: 0.091 +(epoch: 9, iters: 26772, time: 0.296, data: 0.018) G_GAN: 3.233 G_L1: 3.574 D_real: 0.100 D_fake: 0.309 +(epoch: 9, iters: 26872, time: 0.301, data: 0.017) G_GAN: 5.013 G_L1: 5.023 D_real: 0.046 D_fake: 0.164 +(epoch: 9, iters: 26972, time: 0.301, data: 0.017) G_GAN: 4.250 G_L1: 4.210 D_real: 0.025 D_fake: 0.537 +(epoch: 9, iters: 27072, time: 0.407, data: 0.017) G_GAN: 2.734 G_L1: 4.933 D_real: 0.389 D_fake: 0.070 +(epoch: 9, iters: 27172, time: 0.290, data: 0.019) G_GAN: 2.298 G_L1: 4.343 D_real: 0.326 D_fake: 0.138 +(epoch: 9, iters: 27272, time: 0.290, data: 0.018) G_GAN: 5.578 G_L1: 4.028 D_real: 0.094 D_fake: 0.010 +(epoch: 9, iters: 27372, time: 0.302, data: 0.016) G_GAN: 3.280 G_L1: 6.133 D_real: 0.287 D_fake: 0.062 +(epoch: 9, iters: 27472, time: 0.422, data: 0.020) G_GAN: 2.939 G_L1: 7.631 D_real: 0.255 D_fake: 0.141 +(epoch: 9, iters: 27572, time: 0.290, data: 0.018) G_GAN: 2.309 G_L1: 3.749 D_real: 0.273 D_fake: 0.313 +(epoch: 9, iters: 27672, time: 0.295, data: 0.015) G_GAN: 3.960 G_L1: 3.985 D_real: 0.056 D_fake: 0.506 +(epoch: 9, iters: 27772, time: 0.298, data: 0.016) G_GAN: 3.808 G_L1: 3.506 D_real: 0.072 D_fake: 0.310 +(epoch: 9, iters: 27872, time: 0.519, data: 0.016) G_GAN: 5.640 G_L1: 7.248 D_real: 0.084 D_fake: 0.075 +(epoch: 9, iters: 27972, time: 0.301, data: 0.018) G_GAN: 3.740 G_L1: 6.033 D_real: 0.117 D_fake: 0.171 +(epoch: 9, iters: 28072, time: 0.299, data: 0.017) G_GAN: 3.604 G_L1: 5.251 D_real: 0.300 D_fake: 0.054 +(epoch: 9, iters: 28172, time: 0.309, data: 0.017) G_GAN: 3.825 G_L1: 5.079 D_real: 0.045 D_fake: 0.119 +(epoch: 9, iters: 28272, time: 0.414, data: 0.028) G_GAN: 3.143 G_L1: 3.937 D_real: 0.631 D_fake: 0.027 +(epoch: 9, iters: 28372, time: 0.290, data: 0.020) G_GAN: 4.078 G_L1: 3.494 D_real: 0.324 D_fake: 0.140 +(epoch: 9, iters: 28472, time: 0.304, data: 0.016) G_GAN: 4.030 G_L1: 4.662 D_real: 0.444 D_fake: 0.020 +(epoch: 9, iters: 28572, time: 0.294, data: 0.017) G_GAN: 3.123 G_L1: 3.653 D_real: 0.046 D_fake: 0.141 +(epoch: 9, iters: 28672, time: 0.409, data: 0.017) G_GAN: 3.016 G_L1: 4.536 D_real: 0.126 D_fake: 0.068 +(epoch: 9, iters: 28772, time: 0.296, data: 0.018) G_GAN: 3.127 G_L1: 4.927 D_real: 0.599 D_fake: 0.207 +(epoch: 9, iters: 28872, time: 0.298, data: 0.018) G_GAN: 2.899 G_L1: 4.192 D_real: 0.123 D_fake: 0.083 +(epoch: 9, iters: 28972, time: 0.303, data: 0.016) G_GAN: 4.515 G_L1: 4.450 D_real: 0.818 D_fake: 0.065 +(epoch: 9, iters: 29072, time: 0.409, data: 0.017) G_GAN: 3.993 G_L1: 4.151 D_real: 0.143 D_fake: 0.077 +(epoch: 9, iters: 29172, time: 0.293, data: 0.018) G_GAN: 3.322 G_L1: 4.393 D_real: 0.333 D_fake: 0.068 +(epoch: 9, iters: 29272, time: 0.308, data: 0.016) G_GAN: 3.030 G_L1: 2.943 D_real: 0.008 D_fake: 0.613 +(epoch: 9, iters: 29372, time: 0.304, data: 0.017) G_GAN: 3.741 G_L1: 5.803 D_real: 0.004 D_fake: 0.201 +(epoch: 9, iters: 29472, time: 0.390, data: 0.019) G_GAN: 3.799 G_L1: 4.129 D_real: 0.016 D_fake: 0.155 +(epoch: 9, iters: 29572, time: 0.295, data: 0.019) G_GAN: 3.946 G_L1: 3.229 D_real: 0.024 D_fake: 0.125 +(epoch: 9, iters: 29672, time: 0.303, data: 0.016) G_GAN: 3.648 G_L1: 3.716 D_real: 0.292 D_fake: 0.046 +(epoch: 9, iters: 29772, time: 0.302, data: 0.017) G_GAN: 6.027 G_L1: 4.681 D_real: 0.058 D_fake: 0.157 +(epoch: 9, iters: 29872, time: 0.536, data: 0.019) G_GAN: 4.876 G_L1: 4.164 D_real: 0.161 D_fake: 0.049 +(epoch: 9, iters: 29972, time: 0.295, data: 0.020) G_GAN: 5.188 G_L1: 3.487 D_real: 0.014 D_fake: 0.013 +(epoch: 9, iters: 30072, time: 0.302, data: 0.017) G_GAN: 3.986 G_L1: 3.565 D_real: 0.004 D_fake: 0.438 +(epoch: 9, iters: 30172, time: 0.303, data: 0.023) G_GAN: 10.378 G_L1: 4.391 D_real: 0.000 D_fake: 2.473 +(epoch: 9, iters: 30272, time: 0.418, data: 0.019) G_GAN: 3.519 G_L1: 4.510 D_real: 0.105 D_fake: 0.073 +(epoch: 9, iters: 30372, time: 0.299, data: 0.019) G_GAN: 3.478 G_L1: 6.080 D_real: 0.030 D_fake: 0.211 +(epoch: 9, iters: 30472, time: 0.296, data: 0.019) G_GAN: 2.269 G_L1: 4.551 D_real: 0.806 D_fake: 0.022 +(epoch: 9, iters: 30572, time: 0.297, data: 0.017) G_GAN: 2.403 G_L1: 3.773 D_real: 0.598 D_fake: 0.084 +(epoch: 9, iters: 30672, time: 0.412, data: 0.017) G_GAN: 5.121 G_L1: 6.269 D_real: 0.005 D_fake: 0.053 +(epoch: 9, iters: 30772, time: 0.298, data: 0.018) G_GAN: 3.024 G_L1: 4.352 D_real: 0.468 D_fake: 0.082 +(epoch: 9, iters: 30872, time: 0.299, data: 0.016) G_GAN: 4.987 G_L1: 3.254 D_real: 0.023 D_fake: 0.652 +(epoch: 9, iters: 30972, time: 0.309, data: 0.018) G_GAN: 3.990 G_L1: 3.545 D_real: 0.015 D_fake: 0.365 +(epoch: 9, iters: 31072, time: 0.390, data: 0.017) G_GAN: 3.567 G_L1: 7.688 D_real: 0.008 D_fake: 0.200 +(epoch: 9, iters: 31172, time: 0.305, data: 0.019) G_GAN: 1.425 G_L1: 3.700 D_real: 0.786 D_fake: 0.175 +(epoch: 9, iters: 31272, time: 0.298, data: 0.017) G_GAN: 4.933 G_L1: 4.151 D_real: 0.028 D_fake: 0.627 +(epoch: 9, iters: 31372, time: 0.301, data: 0.016) G_GAN: 5.585 G_L1: 7.130 D_real: 0.027 D_fake: 0.690 +(epoch: 9, iters: 31472, time: 0.407, data: 0.019) G_GAN: 3.559 G_L1: 3.708 D_real: 0.246 D_fake: 0.155 +(epoch: 9, iters: 31572, time: 0.292, data: 0.018) G_GAN: 3.072 G_L1: 3.167 D_real: 0.323 D_fake: 0.124 +(epoch: 9, iters: 31672, time: 0.296, data: 0.016) G_GAN: 3.234 G_L1: 3.409 D_real: 0.288 D_fake: 0.099 +(epoch: 9, iters: 31772, time: 0.304, data: 0.021) G_GAN: 3.071 G_L1: 4.882 D_real: 0.005 D_fake: 0.121 +(epoch: 9, iters: 31872, time: 0.489, data: 0.023) G_GAN: 3.781 G_L1: 6.508 D_real: 0.047 D_fake: 0.087 +(epoch: 9, iters: 31972, time: 0.298, data: 0.018) G_GAN: 3.020 G_L1: 2.876 D_real: 0.634 D_fake: 0.057 +(epoch: 9, iters: 32072, time: 0.307, data: 0.016) G_GAN: 4.067 G_L1: 6.915 D_real: 0.251 D_fake: 0.145 +(epoch: 9, iters: 32172, time: 0.292, data: 0.017) G_GAN: 4.690 G_L1: 3.342 D_real: 0.041 D_fake: 0.189 +(epoch: 9, iters: 32272, time: 0.398, data: 0.016) G_GAN: 3.939 G_L1: 3.476 D_real: 0.073 D_fake: 0.142 +(epoch: 9, iters: 32372, time: 0.294, data: 0.025) G_GAN: 5.061 G_L1: 6.362 D_real: 0.166 D_fake: 0.090 +(epoch: 9, iters: 32472, time: 0.298, data: 0.017) G_GAN: 3.019 G_L1: 2.054 D_real: 0.110 D_fake: 0.401 +(epoch: 9, iters: 32572, time: 0.295, data: 0.017) G_GAN: 5.073 G_L1: 5.719 D_real: 0.064 D_fake: 0.160 +(epoch: 9, iters: 32672, time: 0.419, data: 0.021) G_GAN: 4.843 G_L1: 5.232 D_real: 0.102 D_fake: 0.056 +(epoch: 9, iters: 32772, time: 0.294, data: 0.018) G_GAN: 2.345 G_L1: 4.768 D_real: 0.230 D_fake: 0.423 +(epoch: 9, iters: 32872, time: 0.304, data: 0.014) G_GAN: 4.320 G_L1: 3.422 D_real: 0.112 D_fake: 0.028 +(epoch: 9, iters: 32972, time: 0.297, data: 0.016) G_GAN: 3.875 G_L1: 4.129 D_real: 0.123 D_fake: 0.098 +(epoch: 9, iters: 33072, time: 0.419, data: 0.018) G_GAN: 2.728 G_L1: 5.282 D_real: 0.301 D_fake: 0.326 +(epoch: 9, iters: 33172, time: 0.303, data: 0.019) G_GAN: 4.760 G_L1: 3.620 D_real: 0.080 D_fake: 0.019 +(epoch: 9, iters: 33272, time: 0.301, data: 0.023) G_GAN: 2.600 G_L1: 3.478 D_real: 0.014 D_fake: 0.136 +(epoch: 9, iters: 33372, time: 0.301, data: 0.016) G_GAN: 2.771 G_L1: 3.825 D_real: 0.116 D_fake: 0.066 +(epoch: 9, iters: 33472, time: 0.408, data: 0.017) G_GAN: 2.258 G_L1: 3.898 D_real: 0.751 D_fake: 0.253 +(epoch: 9, iters: 33572, time: 0.284, data: 0.018) G_GAN: 3.660 G_L1: 4.970 D_real: 0.769 D_fake: 0.031 +(epoch: 9, iters: 33672, time: 0.307, data: 0.018) G_GAN: 3.970 G_L1: 4.297 D_real: 0.384 D_fake: 0.031 +(epoch: 9, iters: 33772, time: 0.299, data: 0.016) G_GAN: 3.830 G_L1: 3.797 D_real: 0.129 D_fake: 0.153 +(epoch: 9, iters: 33872, time: 0.549, data: 0.016) G_GAN: 4.713 G_L1: 5.263 D_real: 0.067 D_fake: 0.126 +(epoch: 9, iters: 33972, time: 0.299, data: 0.018) G_GAN: 4.028 G_L1: 3.039 D_real: 0.502 D_fake: 0.039 +(epoch: 9, iters: 34072, time: 0.302, data: 0.017) G_GAN: 3.696 G_L1: 4.593 D_real: 0.063 D_fake: 0.533 +(epoch: 9, iters: 34172, time: 0.303, data: 0.017) G_GAN: 4.294 G_L1: 4.323 D_real: 0.142 D_fake: 0.066 +(epoch: 9, iters: 34272, time: 0.424, data: 0.017) G_GAN: 4.358 G_L1: 3.902 D_real: 0.035 D_fake: 0.411 +(epoch: 9, iters: 34372, time: 0.302, data: 0.021) G_GAN: 2.700 G_L1: 3.140 D_real: 0.254 D_fake: 0.446 +(epoch: 9, iters: 34472, time: 0.297, data: 0.017) G_GAN: 4.719 G_L1: 4.525 D_real: 0.241 D_fake: 0.361 +(epoch: 9, iters: 34572, time: 0.294, data: 0.018) G_GAN: 2.256 G_L1: 2.923 D_real: 0.560 D_fake: 0.210 +(epoch: 9, iters: 34672, time: 0.421, data: 0.017) G_GAN: 3.834 G_L1: 7.547 D_real: 0.324 D_fake: 0.070 +(epoch: 9, iters: 34772, time: 0.298, data: 0.018) G_GAN: 3.898 G_L1: 4.569 D_real: 0.031 D_fake: 0.292 +(epoch: 9, iters: 34872, time: 0.287, data: 0.020) G_GAN: 3.181 G_L1: 4.512 D_real: 0.082 D_fake: 0.078 +(epoch: 9, iters: 34972, time: 0.295, data: 0.023) G_GAN: 3.990 G_L1: 3.361 D_real: 0.027 D_fake: 0.102 +(epoch: 9, iters: 35072, time: 0.420, data: 0.017) G_GAN: 5.578 G_L1: 4.947 D_real: 0.032 D_fake: 0.014 +(epoch: 9, iters: 35172, time: 0.296, data: 0.018) G_GAN: 4.307 G_L1: 6.119 D_real: 0.083 D_fake: 0.131 +(epoch: 9, iters: 35272, time: 0.286, data: 0.020) G_GAN: 3.402 G_L1: 3.026 D_real: 0.130 D_fake: 0.050 +(epoch: 9, iters: 35372, time: 0.290, data: 0.015) G_GAN: 3.121 G_L1: 3.735 D_real: 0.383 D_fake: 0.090 +(epoch: 9, iters: 35472, time: 0.416, data: 0.020) G_GAN: 4.655 G_L1: 4.724 D_real: 0.047 D_fake: 0.067 +(epoch: 9, iters: 35572, time: 0.296, data: 0.018) G_GAN: 3.257 G_L1: 4.138 D_real: 0.105 D_fake: 0.112 +(epoch: 9, iters: 35672, time: 0.302, data: 0.022) G_GAN: 4.545 G_L1: 3.619 D_real: 0.464 D_fake: 0.193 +(epoch: 9, iters: 35772, time: 0.313, data: 0.018) G_GAN: 5.305 G_L1: 7.110 D_real: 0.068 D_fake: 0.248 +(epoch: 9, iters: 35872, time: 0.562, data: 0.017) G_GAN: 2.811 G_L1: 3.836 D_real: 0.133 D_fake: 0.141 +(epoch: 9, iters: 35972, time: 0.300, data: 0.018) G_GAN: 2.767 G_L1: 6.472 D_real: 0.347 D_fake: 0.171 +(epoch: 9, iters: 36072, time: 0.296, data: 0.017) G_GAN: 3.149 G_L1: 3.329 D_real: 0.136 D_fake: 0.363 +(epoch: 9, iters: 36172, time: 0.299, data: 0.017) G_GAN: 5.144 G_L1: 3.815 D_real: 0.238 D_fake: 0.438 +(epoch: 9, iters: 36272, time: 0.389, data: 0.016) G_GAN: 4.334 G_L1: 3.014 D_real: 0.042 D_fake: 0.830 +(epoch: 9, iters: 36372, time: 0.301, data: 0.018) G_GAN: 4.531 G_L1: 3.975 D_real: 0.231 D_fake: 0.032 +(epoch: 9, iters: 36472, time: 0.301, data: 0.017) G_GAN: 2.632 G_L1: 3.999 D_real: 0.173 D_fake: 0.425 +(epoch: 9, iters: 36572, time: 0.291, data: 0.015) G_GAN: 3.278 G_L1: 3.364 D_real: 0.285 D_fake: 0.149 +(epoch: 9, iters: 36672, time: 0.397, data: 0.016) G_GAN: 3.227 G_L1: 3.553 D_real: 0.022 D_fake: 0.474 +(epoch: 9, iters: 36772, time: 0.301, data: 0.020) G_GAN: 3.289 G_L1: 3.109 D_real: 0.253 D_fake: 0.173 +(epoch: 9, iters: 36872, time: 0.284, data: 0.018) G_GAN: 3.291 G_L1: 2.979 D_real: 0.128 D_fake: 0.273 +(epoch: 9, iters: 36972, time: 0.301, data: 0.021) G_GAN: 3.328 G_L1: 4.122 D_real: 0.068 D_fake: 0.762 +(epoch: 9, iters: 37072, time: 0.399, data: 0.017) G_GAN: 1.897 G_L1: 4.459 D_real: 0.155 D_fake: 0.590 +(epoch: 9, iters: 37172, time: 0.295, data: 0.019) G_GAN: 2.258 G_L1: 3.579 D_real: 0.145 D_fake: 0.229 +(epoch: 9, iters: 37272, time: 0.295, data: 0.016) G_GAN: 2.182 G_L1: 3.968 D_real: 0.340 D_fake: 0.566 +(epoch: 9, iters: 37372, time: 0.299, data: 0.016) G_GAN: 3.470 G_L1: 4.083 D_real: 0.206 D_fake: 0.393 +(epoch: 9, iters: 37472, time: 0.398, data: 0.018) G_GAN: 4.137 G_L1: 6.549 D_real: 0.100 D_fake: 0.088 +(epoch: 9, iters: 37572, time: 0.291, data: 0.021) G_GAN: 3.739 G_L1: 4.197 D_real: 0.142 D_fake: 0.103 +(epoch: 9, iters: 37672, time: 0.294, data: 0.019) G_GAN: 3.188 G_L1: 3.668 D_real: 0.403 D_fake: 0.028 +(epoch: 9, iters: 37772, time: 0.304, data: 0.021) G_GAN: 4.730 G_L1: 3.562 D_real: 0.032 D_fake: 0.399 +(epoch: 9, iters: 37872, time: 0.547, data: 0.018) G_GAN: 2.648 G_L1: 4.122 D_real: 0.308 D_fake: 0.123 +(epoch: 9, iters: 37972, time: 0.287, data: 0.018) G_GAN: 3.675 G_L1: 5.525 D_real: 0.033 D_fake: 0.384 +(epoch: 9, iters: 38072, time: 0.286, data: 0.020) G_GAN: 3.639 G_L1: 3.156 D_real: 0.153 D_fake: 0.839 +(epoch: 9, iters: 38172, time: 0.305, data: 0.016) G_GAN: 4.299 G_L1: 4.258 D_real: 0.066 D_fake: 0.140 +(epoch: 9, iters: 38272, time: 0.421, data: 0.017) G_GAN: 3.506 G_L1: 4.137 D_real: 0.085 D_fake: 0.198 +(epoch: 9, iters: 38372, time: 0.302, data: 0.019) G_GAN: 3.648 G_L1: 5.005 D_real: 0.174 D_fake: 0.160 +(epoch: 9, iters: 38472, time: 0.297, data: 0.017) G_GAN: 3.234 G_L1: 2.939 D_real: 0.008 D_fake: 0.597 +(epoch: 9, iters: 38572, time: 0.296, data: 0.017) G_GAN: 3.142 G_L1: 7.078 D_real: 0.006 D_fake: 0.410 +(epoch: 9, iters: 38672, time: 0.412, data: 0.017) G_GAN: 2.686 G_L1: 4.668 D_real: 2.208 D_fake: 0.017 +(epoch: 9, iters: 38772, time: 0.307, data: 0.020) G_GAN: 4.817 G_L1: 4.641 D_real: 0.025 D_fake: 0.062 +(epoch: 9, iters: 38872, time: 0.301, data: 0.018) G_GAN: 3.888 G_L1: 3.759 D_real: 0.115 D_fake: 0.087 +(epoch: 9, iters: 38972, time: 0.304, data: 0.018) G_GAN: 3.286 G_L1: 5.465 D_real: 0.218 D_fake: 0.180 +(epoch: 9, iters: 39072, time: 0.402, data: 0.020) G_GAN: 3.362 G_L1: 5.072 D_real: 0.120 D_fake: 0.139 +(epoch: 9, iters: 39172, time: 0.299, data: 0.018) G_GAN: 4.242 G_L1: 3.219 D_real: 0.093 D_fake: 0.072 +(epoch: 9, iters: 39272, time: 0.305, data: 0.017) G_GAN: 3.520 G_L1: 5.045 D_real: 0.177 D_fake: 0.128 +(epoch: 9, iters: 39372, time: 0.298, data: 0.017) G_GAN: 3.247 G_L1: 4.705 D_real: 0.751 D_fake: 0.033 +(epoch: 9, iters: 39472, time: 0.422, data: 0.026) G_GAN: 3.121 G_L1: 3.574 D_real: 0.347 D_fake: 0.076 +(epoch: 9, iters: 39572, time: 0.293, data: 0.020) G_GAN: 4.455 G_L1: 7.355 D_real: 0.225 D_fake: 0.100 +(epoch: 9, iters: 39672, time: 0.300, data: 0.021) G_GAN: 4.202 G_L1: 3.195 D_real: 0.074 D_fake: 0.040 +(epoch: 9, iters: 39772, time: 0.296, data: 0.020) G_GAN: 3.261 G_L1: 3.090 D_real: 0.081 D_fake: 0.452 +(epoch: 9, iters: 39872, time: 0.502, data: 0.018) G_GAN: 3.238 G_L1: 2.218 D_real: 0.321 D_fake: 0.664 +(epoch: 9, iters: 39972, time: 0.299, data: 0.020) G_GAN: 3.278 G_L1: 3.501 D_real: 0.120 D_fake: 0.654 +(epoch: 9, iters: 40072, time: 0.303, data: 0.017) G_GAN: 3.974 G_L1: 4.438 D_real: 0.478 D_fake: 0.033 +(epoch: 9, iters: 40172, time: 0.292, data: 0.017) G_GAN: 4.393 G_L1: 4.416 D_real: 0.019 D_fake: 0.117 +(epoch: 9, iters: 40272, time: 0.413, data: 0.019) G_GAN: 3.649 G_L1: 4.028 D_real: 0.186 D_fake: 0.037 +(epoch: 9, iters: 40372, time: 0.300, data: 0.019) G_GAN: 4.821 G_L1: 5.663 D_real: 0.296 D_fake: 0.011 +(epoch: 9, iters: 40472, time: 0.298, data: 0.016) G_GAN: 1.831 G_L1: 4.160 D_real: 0.710 D_fake: 0.073 +(epoch: 9, iters: 40572, time: 0.285, data: 0.016) G_GAN: 5.964 G_L1: 4.373 D_real: 0.053 D_fake: 0.482 +(epoch: 9, iters: 40672, time: 0.411, data: 0.016) G_GAN: 3.663 G_L1: 2.988 D_real: 0.138 D_fake: 0.160 +(epoch: 9, iters: 40772, time: 0.292, data: 0.019) G_GAN: 2.279 G_L1: 4.409 D_real: 0.346 D_fake: 0.069 +(epoch: 9, iters: 40872, time: 0.296, data: 0.022) G_GAN: 3.758 G_L1: 4.608 D_real: 0.357 D_fake: 0.193 +(epoch: 9, iters: 40972, time: 0.303, data: 0.017) G_GAN: 3.349 G_L1: 5.397 D_real: 0.029 D_fake: 0.575 +(epoch: 9, iters: 41072, time: 0.422, data: 0.017) G_GAN: 3.069 G_L1: 6.869 D_real: 0.649 D_fake: 0.057 +(epoch: 9, iters: 41172, time: 0.279, data: 0.020) G_GAN: 3.293 G_L1: 3.402 D_real: 0.173 D_fake: 0.187 +(epoch: 9, iters: 41272, time: 0.289, data: 0.015) G_GAN: 4.243 G_L1: 4.194 D_real: 0.068 D_fake: 0.042 +(epoch: 9, iters: 41372, time: 0.288, data: 0.016) G_GAN: 6.067 G_L1: 3.827 D_real: 0.003 D_fake: 1.265 +(epoch: 9, iters: 41472, time: 0.405, data: 0.014) G_GAN: 3.961 G_L1: 4.624 D_real: 0.044 D_fake: 0.121 +(epoch: 9, iters: 41572, time: 0.304, data: 0.018) G_GAN: 3.868 G_L1: 5.204 D_real: 0.057 D_fake: 0.242 +(epoch: 9, iters: 41672, time: 0.296, data: 0.020) G_GAN: 4.745 G_L1: 4.774 D_real: 0.062 D_fake: 0.057 +(epoch: 9, iters: 41772, time: 0.301, data: 0.018) G_GAN: 3.540 G_L1: 2.672 D_real: 0.096 D_fake: 0.206 +(epoch: 9, iters: 41872, time: 0.543, data: 0.022) G_GAN: 4.766 G_L1: 4.220 D_real: 0.080 D_fake: 0.019 +(epoch: 9, iters: 41972, time: 0.301, data: 0.019) G_GAN: 4.368 G_L1: 4.158 D_real: 0.156 D_fake: 0.211 +(epoch: 9, iters: 42072, time: 0.301, data: 0.017) G_GAN: 3.230 G_L1: 3.820 D_real: 0.026 D_fake: 0.275 +(epoch: 9, iters: 42172, time: 0.303, data: 0.017) G_GAN: 3.017 G_L1: 3.948 D_real: 0.377 D_fake: 0.103 +(epoch: 9, iters: 42272, time: 0.382, data: 0.020) G_GAN: 3.703 G_L1: 4.690 D_real: 0.219 D_fake: 0.376 +(epoch: 9, iters: 42372, time: 0.298, data: 0.020) G_GAN: 4.515 G_L1: 4.121 D_real: 0.687 D_fake: 0.017 +(epoch: 9, iters: 42472, time: 0.296, data: 0.018) G_GAN: 4.887 G_L1: 5.971 D_real: 0.046 D_fake: 0.491 +(epoch: 9, iters: 42572, time: 0.307, data: 0.019) G_GAN: 3.950 G_L1: 4.523 D_real: 0.046 D_fake: 0.287 +(epoch: 9, iters: 42672, time: 0.415, data: 0.017) G_GAN: 4.212 G_L1: 3.800 D_real: 0.017 D_fake: 0.155 +(epoch: 9, iters: 42772, time: 0.297, data: 0.019) G_GAN: 4.178 G_L1: 6.464 D_real: 0.264 D_fake: 0.225 +(epoch: 9, iters: 42872, time: 0.299, data: 0.022) G_GAN: 3.067 G_L1: 4.040 D_real: 0.087 D_fake: 0.262 +(epoch: 9, iters: 42972, time: 0.301, data: 0.024) G_GAN: 2.608 G_L1: 3.751 D_real: 0.808 D_fake: 0.101 +(epoch: 9, iters: 43072, time: 0.385, data: 0.018) G_GAN: 4.703 G_L1: 3.932 D_real: 0.037 D_fake: 0.673 +(epoch: 9, iters: 43172, time: 0.294, data: 0.019) G_GAN: 2.798 G_L1: 3.803 D_real: 0.006 D_fake: 0.515 +(epoch: 9, iters: 43272, time: 0.298, data: 0.020) G_GAN: 3.201 G_L1: 3.842 D_real: 0.129 D_fake: 0.237 +(epoch: 9, iters: 43372, time: 0.301, data: 0.018) G_GAN: 4.071 G_L1: 4.261 D_real: 0.034 D_fake: 0.159 +(epoch: 9, iters: 43472, time: 0.372, data: 0.020) G_GAN: 3.420 G_L1: 3.632 D_real: 0.268 D_fake: 0.049 +(epoch: 9, iters: 43572, time: 0.300, data: 0.018) G_GAN: 4.180 G_L1: 3.089 D_real: 0.128 D_fake: 0.041 +(epoch: 9, iters: 43672, time: 0.298, data: 0.023) G_GAN: 4.918 G_L1: 4.458 D_real: 0.002 D_fake: 0.041 +(epoch: 9, iters: 43772, time: 0.289, data: 0.018) G_GAN: 4.144 G_L1: 3.803 D_real: 0.018 D_fake: 0.188 +(epoch: 9, iters: 43872, time: 0.537, data: 0.019) G_GAN: 4.074 G_L1: 3.497 D_real: 0.064 D_fake: 0.039 +(epoch: 9, iters: 43972, time: 0.303, data: 0.018) G_GAN: 3.666 G_L1: 10.557 D_real: 0.133 D_fake: 0.027 +(epoch: 9, iters: 44072, time: 0.299, data: 0.017) G_GAN: 3.410 G_L1: 2.788 D_real: 0.015 D_fake: 0.271 +(epoch: 9, iters: 44172, time: 0.307, data: 0.017) G_GAN: 2.119 G_L1: 4.080 D_real: 0.874 D_fake: 0.025 +(epoch: 9, iters: 44272, time: 0.423, data: 0.021) G_GAN: 4.116 G_L1: 4.492 D_real: 0.575 D_fake: 0.031 +(epoch: 9, iters: 44372, time: 0.306, data: 0.021) G_GAN: 4.533 G_L1: 4.229 D_real: 0.043 D_fake: 0.058 +(epoch: 9, iters: 44472, time: 0.298, data: 0.017) G_GAN: 2.780 G_L1: 5.496 D_real: 0.438 D_fake: 0.058 +(epoch: 9, iters: 44572, time: 0.291, data: 0.017) G_GAN: 1.932 G_L1: 3.599 D_real: 2.222 D_fake: 0.027 +(epoch: 9, iters: 44672, time: 0.416, data: 0.015) G_GAN: 4.542 G_L1: 3.847 D_real: 0.126 D_fake: 0.058 +(epoch: 9, iters: 44772, time: 0.294, data: 0.019) G_GAN: 3.100 G_L1: 7.509 D_real: 0.169 D_fake: 0.110 +(epoch: 9, iters: 44872, time: 0.295, data: 0.018) G_GAN: 3.594 G_L1: 3.866 D_real: 0.266 D_fake: 0.270 +(epoch: 9, iters: 44972, time: 0.305, data: 0.021) G_GAN: 3.052 G_L1: 2.844 D_real: 0.189 D_fake: 0.108 +(epoch: 9, iters: 45072, time: 0.396, data: 0.017) G_GAN: 3.282 G_L1: 3.224 D_real: 0.486 D_fake: 0.103 +(epoch: 9, iters: 45172, time: 0.296, data: 0.021) G_GAN: 1.904 G_L1: 4.949 D_real: 0.644 D_fake: 0.146 +(epoch: 9, iters: 45272, time: 0.305, data: 0.017) G_GAN: 3.882 G_L1: 4.641 D_real: 0.060 D_fake: 0.036 +(epoch: 9, iters: 45372, time: 0.293, data: 0.019) G_GAN: 4.171 G_L1: 5.607 D_real: 0.636 D_fake: 0.016 +(epoch: 9, iters: 45472, time: 0.413, data: 0.016) G_GAN: 3.970 G_L1: 3.904 D_real: 0.114 D_fake: 0.085 +(epoch: 9, iters: 45572, time: 0.302, data: 0.019) G_GAN: 4.096 G_L1: 3.837 D_real: 0.042 D_fake: 0.048 +(epoch: 9, iters: 45672, time: 0.294, data: 0.018) G_GAN: 3.163 G_L1: 3.623 D_real: 0.063 D_fake: 0.616 +(epoch: 9, iters: 45772, time: 0.296, data: 0.016) G_GAN: 3.879 G_L1: 3.511 D_real: 0.025 D_fake: 0.071 +(epoch: 9, iters: 45872, time: 0.530, data: 0.017) G_GAN: 2.773 G_L1: 3.575 D_real: 0.221 D_fake: 0.225 +(epoch: 9, iters: 45972, time: 0.312, data: 0.019) G_GAN: 2.886 G_L1: 3.637 D_real: 0.440 D_fake: 0.372 +(epoch: 9, iters: 46072, time: 0.301, data: 0.017) G_GAN: 4.139 G_L1: 3.195 D_real: 0.029 D_fake: 0.089 +(epoch: 9, iters: 46172, time: 0.302, data: 0.017) G_GAN: 2.357 G_L1: 3.672 D_real: 0.176 D_fake: 0.326 +(epoch: 9, iters: 46272, time: 0.420, data: 0.017) G_GAN: 2.885 G_L1: 2.947 D_real: 0.138 D_fake: 0.411 +(epoch: 9, iters: 46372, time: 0.297, data: 0.019) G_GAN: 2.816 G_L1: 3.949 D_real: 0.691 D_fake: 0.397 +(epoch: 9, iters: 46472, time: 0.298, data: 0.018) G_GAN: 2.551 G_L1: 3.974 D_real: 0.326 D_fake: 0.128 +(epoch: 9, iters: 46572, time: 0.294, data: 0.017) G_GAN: 4.175 G_L1: 3.788 D_real: 0.349 D_fake: 0.045 +(epoch: 9, iters: 46672, time: 0.414, data: 0.027) G_GAN: 2.966 G_L1: 4.009 D_real: 0.267 D_fake: 0.394 +(epoch: 9, iters: 46772, time: 0.306, data: 0.019) G_GAN: 2.409 G_L1: 3.128 D_real: 0.228 D_fake: 0.279 +(epoch: 9, iters: 46872, time: 0.297, data: 0.017) G_GAN: 4.157 G_L1: 2.967 D_real: 0.179 D_fake: 0.082 +(epoch: 9, iters: 46972, time: 0.301, data: 0.015) G_GAN: 3.217 G_L1: 3.646 D_real: 0.040 D_fake: 0.126 +(epoch: 9, iters: 47072, time: 0.418, data: 0.017) G_GAN: 4.123 G_L1: 5.756 D_real: 0.532 D_fake: 0.014 +(epoch: 9, iters: 47172, time: 0.305, data: 0.019) G_GAN: 3.152 G_L1: 3.795 D_real: 0.398 D_fake: 0.064 +(epoch: 9, iters: 47272, time: 0.305, data: 0.018) G_GAN: 2.662 G_L1: 3.758 D_real: 0.495 D_fake: 0.283 +(epoch: 9, iters: 47372, time: 0.294, data: 0.017) G_GAN: 2.308 G_L1: 3.746 D_real: 0.549 D_fake: 0.070 +(epoch: 9, iters: 47472, time: 0.416, data: 0.017) G_GAN: 3.702 G_L1: 3.922 D_real: 0.055 D_fake: 0.078 +(epoch: 9, iters: 47572, time: 0.302, data: 0.020) G_GAN: 3.771 G_L1: 6.258 D_real: 0.014 D_fake: 0.261 +(epoch: 9, iters: 47672, time: 0.308, data: 0.021) G_GAN: 2.963 G_L1: 4.438 D_real: 0.082 D_fake: 0.288 +(epoch: 9, iters: 47772, time: 0.305, data: 0.018) G_GAN: 2.811 G_L1: 3.220 D_real: 0.391 D_fake: 0.069 +(epoch: 9, iters: 47872, time: 0.551, data: 0.018) G_GAN: 2.105 G_L1: 4.275 D_real: 0.224 D_fake: 0.255 +(epoch: 9, iters: 47972, time: 0.291, data: 0.019) G_GAN: 4.435 G_L1: 3.511 D_real: 0.023 D_fake: 0.750 +(epoch: 9, iters: 48072, time: 0.298, data: 0.016) G_GAN: 3.189 G_L1: 4.680 D_real: 0.114 D_fake: 0.267 +(epoch: 9, iters: 48172, time: 0.299, data: 0.021) G_GAN: 2.638 G_L1: 5.004 D_real: 0.046 D_fake: 0.316 +(epoch: 9, iters: 48272, time: 0.418, data: 0.019) G_GAN: 1.603 G_L1: 3.162 D_real: 0.825 D_fake: 0.149 +(epoch: 9, iters: 48372, time: 0.293, data: 0.016) G_GAN: 4.046 G_L1: 3.852 D_real: 0.078 D_fake: 0.115 +(epoch: 9, iters: 48472, time: 0.286, data: 0.015) G_GAN: 3.963 G_L1: 3.391 D_real: 0.037 D_fake: 0.464 +(epoch: 9, iters: 48572, time: 0.298, data: 0.015) G_GAN: 3.230 G_L1: 2.973 D_real: 0.024 D_fake: 0.913 +(epoch: 9, iters: 48672, time: 0.418, data: 0.017) G_GAN: 2.943 G_L1: 3.067 D_real: 0.606 D_fake: 0.175 +(epoch: 9, iters: 48772, time: 0.294, data: 0.018) G_GAN: 3.555 G_L1: 4.503 D_real: 0.063 D_fake: 0.428 +(epoch: 9, iters: 48872, time: 0.302, data: 0.016) G_GAN: 2.673 G_L1: 3.692 D_real: 0.038 D_fake: 0.074 +(epoch: 9, iters: 48972, time: 0.296, data: 0.019) G_GAN: 4.015 G_L1: 5.318 D_real: 0.001 D_fake: 0.206 +(epoch: 9, iters: 49072, time: 0.414, data: 0.016) G_GAN: 3.370 G_L1: 4.195 D_real: 0.284 D_fake: 0.197 +(epoch: 9, iters: 49172, time: 0.301, data: 0.018) G_GAN: 3.731 G_L1: 4.722 D_real: 0.185 D_fake: 0.407 +(epoch: 9, iters: 49272, time: 0.288, data: 0.017) G_GAN: 1.647 G_L1: 2.699 D_real: 1.796 D_fake: 0.104 +(epoch: 9, iters: 49372, time: 0.300, data: 0.015) G_GAN: 3.379 G_L1: 3.732 D_real: 0.182 D_fake: 0.204 +(epoch: 9, iters: 49472, time: 0.416, data: 0.016) G_GAN: 3.817 G_L1: 2.744 D_real: 0.158 D_fake: 0.086 +(epoch: 9, iters: 49572, time: 0.287, data: 0.018) G_GAN: 5.943 G_L1: 4.486 D_real: 0.199 D_fake: 0.011 +(epoch: 9, iters: 49672, time: 0.290, data: 0.014) G_GAN: 3.390 G_L1: 3.769 D_real: 0.063 D_fake: 0.194 +(epoch: 9, iters: 49772, time: 0.296, data: 0.016) G_GAN: 4.382 G_L1: 4.424 D_real: 0.313 D_fake: 0.100 +(epoch: 9, iters: 49872, time: 0.489, data: 0.019) G_GAN: 3.718 G_L1: 4.443 D_real: 0.045 D_fake: 0.167 +(epoch: 9, iters: 49972, time: 0.298, data: 0.019) G_GAN: 2.062 G_L1: 2.573 D_real: 0.235 D_fake: 0.796 +(epoch: 9, iters: 50072, time: 0.288, data: 0.016) G_GAN: 3.294 G_L1: 5.312 D_real: 0.068 D_fake: 0.135 +(epoch: 9, iters: 50172, time: 0.300, data: 0.014) G_GAN: 1.850 G_L1: 3.121 D_real: 0.419 D_fake: 0.177 +(epoch: 9, iters: 50272, time: 0.400, data: 0.019) G_GAN: 4.138 G_L1: 3.762 D_real: 0.131 D_fake: 0.337 +(epoch: 9, iters: 50372, time: 0.297, data: 0.017) G_GAN: 3.107 G_L1: 3.717 D_real: 0.074 D_fake: 0.254 +(epoch: 9, iters: 50472, time: 0.295, data: 0.015) G_GAN: 3.908 G_L1: 5.795 D_real: 0.038 D_fake: 0.105 +(epoch: 9, iters: 50572, time: 0.299, data: 0.017) G_GAN: 1.954 G_L1: 3.997 D_real: 0.234 D_fake: 0.265 +(epoch: 9, iters: 50672, time: 0.403, data: 0.020) G_GAN: 1.717 G_L1: 3.296 D_real: 0.367 D_fake: 0.243 +(epoch: 9, iters: 50772, time: 0.301, data: 0.018) G_GAN: 1.208 G_L1: 2.998 D_real: 0.938 D_fake: 0.365 +(epoch: 9, iters: 50872, time: 0.296, data: 0.020) G_GAN: 1.813 G_L1: 3.156 D_real: 0.367 D_fake: 0.312 +(epoch: 9, iters: 50972, time: 0.288, data: 0.019) G_GAN: 3.648 G_L1: 7.029 D_real: 0.287 D_fake: 0.273 +(epoch: 9, iters: 51072, time: 0.371, data: 0.016) G_GAN: 2.048 G_L1: 3.344 D_real: 0.607 D_fake: 0.056 +(epoch: 9, iters: 51172, time: 0.291, data: 0.025) G_GAN: 2.202 G_L1: 2.611 D_real: 0.711 D_fake: 0.042 +(epoch: 9, iters: 51272, time: 0.288, data: 0.020) G_GAN: 3.234 G_L1: 4.336 D_real: 0.135 D_fake: 0.248 +(epoch: 9, iters: 51372, time: 0.294, data: 0.014) G_GAN: 3.288 G_L1: 4.222 D_real: 0.345 D_fake: 0.157 +(epoch: 9, iters: 51472, time: 0.392, data: 0.015) G_GAN: 1.858 G_L1: 4.174 D_real: 0.415 D_fake: 0.288 +(epoch: 9, iters: 51572, time: 0.300, data: 0.023) G_GAN: 4.370 G_L1: 3.628 D_real: 0.033 D_fake: 0.094 +(epoch: 9, iters: 51672, time: 0.300, data: 0.019) G_GAN: 4.298 G_L1: 3.725 D_real: 0.252 D_fake: 0.036 +(epoch: 9, iters: 51772, time: 0.296, data: 0.017) G_GAN: 2.261 G_L1: 3.305 D_real: 0.603 D_fake: 0.093 +(epoch: 9, iters: 51872, time: 0.552, data: 0.017) G_GAN: 5.753 G_L1: 8.160 D_real: 0.063 D_fake: 0.019 +(epoch: 9, iters: 51972, time: 0.274, data: 0.018) G_GAN: 4.314 G_L1: 4.921 D_real: 0.580 D_fake: 0.062 +(epoch: 9, iters: 52072, time: 0.302, data: 0.015) G_GAN: 2.876 G_L1: 3.981 D_real: 0.165 D_fake: 0.476 +(epoch: 9, iters: 52172, time: 0.300, data: 0.016) G_GAN: 2.215 G_L1: 3.808 D_real: 0.755 D_fake: 0.305 +(epoch: 9, iters: 52272, time: 0.370, data: 0.015) G_GAN: 2.764 G_L1: 4.401 D_real: 0.666 D_fake: 0.046 +(epoch: 9, iters: 52372, time: 0.300, data: 0.020) G_GAN: 2.776 G_L1: 3.396 D_real: 0.110 D_fake: 0.210 +(epoch: 9, iters: 52472, time: 0.285, data: 0.015) G_GAN: 3.683 G_L1: 3.937 D_real: 0.034 D_fake: 0.311 +(epoch: 9, iters: 52572, time: 0.299, data: 0.014) G_GAN: 2.840 G_L1: 2.820 D_real: 0.213 D_fake: 0.833 +(epoch: 9, iters: 52672, time: 0.394, data: 0.019) G_GAN: 3.236 G_L1: 3.564 D_real: 0.002 D_fake: 0.267 +(epoch: 9, iters: 52772, time: 0.298, data: 0.018) G_GAN: 4.303 G_L1: 5.802 D_real: 0.008 D_fake: 0.684 +(epoch: 9, iters: 52872, time: 0.299, data: 0.017) G_GAN: 3.551 G_L1: 3.925 D_real: 0.077 D_fake: 0.148 +(epoch: 9, iters: 52972, time: 0.289, data: 0.014) G_GAN: 3.242 G_L1: 2.444 D_real: 0.185 D_fake: 0.068 +(epoch: 9, iters: 53072, time: 0.399, data: 0.016) G_GAN: 4.014 G_L1: 3.086 D_real: 0.057 D_fake: 0.909 +(epoch: 9, iters: 53172, time: 0.286, data: 0.017) G_GAN: 3.219 G_L1: 3.924 D_real: 0.040 D_fake: 0.164 +(epoch: 9, iters: 53272, time: 0.298, data: 0.015) G_GAN: 3.909 G_L1: 4.051 D_real: 0.173 D_fake: 0.667 +(epoch: 9, iters: 53372, time: 0.287, data: 0.019) G_GAN: 2.812 G_L1: 4.672 D_real: 1.145 D_fake: 0.009 +(epoch: 9, iters: 53472, time: 0.389, data: 0.016) G_GAN: 4.069 G_L1: 3.480 D_real: 0.160 D_fake: 0.213 +(epoch: 9, iters: 53572, time: 0.276, data: 0.016) G_GAN: 4.372 G_L1: 3.971 D_real: 0.250 D_fake: 0.073 +(epoch: 9, iters: 53672, time: 0.286, data: 0.014) G_GAN: 3.646 G_L1: 3.631 D_real: 0.119 D_fake: 0.577 +(epoch: 9, iters: 53772, time: 0.289, data: 0.020) G_GAN: 3.910 G_L1: 4.632 D_real: 0.705 D_fake: 0.017 +(epoch: 9, iters: 53872, time: 0.527, data: 0.016) G_GAN: 3.663 G_L1: 3.874 D_real: 0.338 D_fake: 0.030 +(epoch: 9, iters: 53972, time: 0.291, data: 0.017) G_GAN: 4.020 G_L1: 4.675 D_real: 0.005 D_fake: 0.174 +(epoch: 9, iters: 54072, time: 0.290, data: 0.015) G_GAN: 3.921 G_L1: 4.743 D_real: 0.009 D_fake: 0.311 +(epoch: 9, iters: 54172, time: 0.275, data: 0.017) G_GAN: 4.401 G_L1: 4.657 D_real: 0.176 D_fake: 0.432 +(epoch: 9, iters: 54272, time: 0.411, data: 0.013) G_GAN: 4.237 G_L1: 8.841 D_real: 0.098 D_fake: 0.060 +(epoch: 9, iters: 54372, time: 0.265, data: 0.020) G_GAN: 4.225 G_L1: 4.075 D_real: 0.160 D_fake: 0.061 +(epoch: 9, iters: 54472, time: 0.297, data: 0.013) G_GAN: 2.959 G_L1: 5.229 D_real: 0.026 D_fake: 0.628 +(epoch: 9, iters: 54572, time: 0.284, data: 0.016) G_GAN: 3.536 G_L1: 4.034 D_real: 0.401 D_fake: 0.084 +(epoch: 9, iters: 54672, time: 0.399, data: 0.015) G_GAN: 3.188 G_L1: 3.844 D_real: 0.394 D_fake: 0.140 +(epoch: 9, iters: 54772, time: 0.293, data: 0.017) G_GAN: 2.722 G_L1: 3.406 D_real: 0.646 D_fake: 0.041 +(epoch: 9, iters: 54872, time: 0.288, data: 0.014) G_GAN: 4.196 G_L1: 3.573 D_real: 0.053 D_fake: 0.125 +(epoch: 9, iters: 54972, time: 0.292, data: 0.018) G_GAN: 3.988 G_L1: 3.301 D_real: 0.079 D_fake: 0.095 +(epoch: 9, iters: 55072, time: 0.395, data: 0.015) G_GAN: 3.572 G_L1: 2.205 D_real: 0.322 D_fake: 0.063 +(epoch: 9, iters: 55172, time: 0.303, data: 0.018) G_GAN: 2.632 G_L1: 3.307 D_real: 0.383 D_fake: 0.167 +(epoch: 9, iters: 55272, time: 0.300, data: 0.018) G_GAN: 3.299 G_L1: 5.208 D_real: 0.249 D_fake: 0.203 +(epoch: 9, iters: 55372, time: 0.302, data: 0.018) G_GAN: 2.989 G_L1: 4.389 D_real: 0.023 D_fake: 0.227 +(epoch: 9, iters: 55472, time: 0.388, data: 0.020) G_GAN: 5.156 G_L1: 6.283 D_real: 0.146 D_fake: 0.079 +(epoch: 9, iters: 55572, time: 0.300, data: 0.018) G_GAN: 2.927 G_L1: 4.375 D_real: 0.425 D_fake: 0.049 +(epoch: 9, iters: 55672, time: 0.298, data: 0.018) G_GAN: 3.352 G_L1: 4.098 D_real: 0.095 D_fake: 0.098 +(epoch: 9, iters: 55772, time: 0.291, data: 0.016) G_GAN: 4.394 G_L1: 4.516 D_real: 0.021 D_fake: 0.045 +(epoch: 9, iters: 55872, time: 0.534, data: 0.016) G_GAN: 3.286 G_L1: 3.827 D_real: 0.565 D_fake: 0.148 +(epoch: 9, iters: 55972, time: 0.299, data: 0.018) G_GAN: 4.574 G_L1: 4.493 D_real: 0.079 D_fake: 0.181 +(epoch: 9, iters: 56072, time: 0.293, data: 0.013) G_GAN: 5.069 G_L1: 6.548 D_real: 0.030 D_fake: 0.164 +(epoch: 9, iters: 56172, time: 0.301, data: 0.015) G_GAN: 3.438 G_L1: 4.110 D_real: 0.195 D_fake: 0.136 +(epoch: 9, iters: 56272, time: 0.417, data: 0.022) G_GAN: 4.546 G_L1: 5.218 D_real: 0.084 D_fake: 0.392 +(epoch: 9, iters: 56372, time: 0.303, data: 0.021) G_GAN: 1.951 G_L1: 4.180 D_real: 0.568 D_fake: 0.114 +(epoch: 9, iters: 56472, time: 0.293, data: 0.017) G_GAN: 2.752 G_L1: 2.282 D_real: 0.401 D_fake: 0.357 +(epoch: 9, iters: 56572, time: 0.302, data: 0.015) G_GAN: 2.133 G_L1: 6.390 D_real: 0.694 D_fake: 0.049 +(epoch: 9, iters: 56672, time: 0.412, data: 0.017) G_GAN: 3.018 G_L1: 3.826 D_real: 0.037 D_fake: 0.465 +(epoch: 9, iters: 56772, time: 0.299, data: 0.019) G_GAN: 4.065 G_L1: 4.840 D_real: 0.272 D_fake: 0.017 +(epoch: 9, iters: 56872, time: 0.289, data: 0.018) G_GAN: 3.113 G_L1: 3.981 D_real: 0.438 D_fake: 0.075 +(epoch: 9, iters: 56972, time: 0.282, data: 0.018) G_GAN: 2.197 G_L1: 4.527 D_real: 1.384 D_fake: 0.128 +(epoch: 9, iters: 57072, time: 0.419, data: 0.013) G_GAN: 3.930 G_L1: 5.712 D_real: 0.080 D_fake: 0.094 +(epoch: 9, iters: 57172, time: 0.298, data: 0.019) G_GAN: 4.422 G_L1: 4.052 D_real: 0.029 D_fake: 0.090 +(epoch: 9, iters: 57272, time: 0.297, data: 0.017) G_GAN: 2.189 G_L1: 4.378 D_real: 0.414 D_fake: 0.209 +(epoch: 9, iters: 57372, time: 0.300, data: 0.016) G_GAN: 3.277 G_L1: 3.725 D_real: 0.140 D_fake: 0.208 +(epoch: 9, iters: 57472, time: 0.394, data: 0.017) G_GAN: 2.328 G_L1: 3.250 D_real: 0.404 D_fake: 0.261 +(epoch: 9, iters: 57572, time: 0.280, data: 0.019) G_GAN: 3.446 G_L1: 3.044 D_real: 0.101 D_fake: 0.110 +(epoch: 9, iters: 57672, time: 0.296, data: 0.018) G_GAN: 2.321 G_L1: 3.231 D_real: 0.449 D_fake: 0.108 +(epoch: 9, iters: 57772, time: 0.303, data: 0.017) G_GAN: 3.855 G_L1: 2.677 D_real: 1.045 D_fake: 0.031 +(epoch: 9, iters: 57872, time: 0.493, data: 0.019) G_GAN: 3.675 G_L1: 4.184 D_real: 0.661 D_fake: 0.309 +(epoch: 9, iters: 57972, time: 0.274, data: 0.019) G_GAN: 3.014 G_L1: 3.093 D_real: 0.063 D_fake: 0.147 +(epoch: 9, iters: 58072, time: 0.299, data: 0.015) G_GAN: 3.725 G_L1: 5.812 D_real: 0.598 D_fake: 0.298 +(epoch: 9, iters: 58172, time: 0.295, data: 0.016) G_GAN: 2.887 G_L1: 4.055 D_real: 0.152 D_fake: 0.357 +(epoch: 9, iters: 58272, time: 0.406, data: 0.016) G_GAN: 3.067 G_L1: 3.772 D_real: 0.078 D_fake: 0.299 +(epoch: 9, iters: 58372, time: 0.301, data: 0.017) G_GAN: 6.851 G_L1: 4.438 D_real: 0.214 D_fake: 0.005 +(epoch: 9, iters: 58472, time: 0.292, data: 0.018) G_GAN: 2.364 G_L1: 3.624 D_real: 0.201 D_fake: 0.134 +(epoch: 9, iters: 58572, time: 0.293, data: 0.017) G_GAN: 3.575 G_L1: 3.032 D_real: 0.493 D_fake: 0.058 +(epoch: 9, iters: 58672, time: 0.397, data: 0.016) G_GAN: 3.129 G_L1: 4.456 D_real: 0.937 D_fake: 0.050 +(epoch: 9, iters: 58772, time: 0.292, data: 0.015) G_GAN: 3.564 G_L1: 5.210 D_real: 0.002 D_fake: 0.252 +(epoch: 9, iters: 58872, time: 0.299, data: 0.015) G_GAN: 3.628 G_L1: 5.714 D_real: 0.281 D_fake: 0.066 +(epoch: 9, iters: 58972, time: 0.292, data: 0.017) G_GAN: 4.188 G_L1: 3.588 D_real: 0.132 D_fake: 0.087 +(epoch: 9, iters: 59072, time: 0.391, data: 0.020) G_GAN: 2.179 G_L1: 3.024 D_real: 0.406 D_fake: 0.345 +(epoch: 9, iters: 59172, time: 0.300, data: 0.017) G_GAN: 2.282 G_L1: 3.687 D_real: 0.704 D_fake: 0.042 +(epoch: 9, iters: 59272, time: 0.299, data: 0.018) G_GAN: 3.540 G_L1: 4.313 D_real: 0.177 D_fake: 0.439 +(epoch: 9, iters: 59372, time: 0.300, data: 0.020) G_GAN: 4.524 G_L1: 4.255 D_real: 0.101 D_fake: 0.058 +(epoch: 9, iters: 59472, time: 0.380, data: 0.016) G_GAN: 2.475 G_L1: 3.902 D_real: 0.785 D_fake: 0.133 +(epoch: 9, iters: 59572, time: 0.284, data: 0.018) G_GAN: 3.250 G_L1: 3.645 D_real: 0.288 D_fake: 0.201 +(epoch: 9, iters: 59672, time: 0.298, data: 0.020) G_GAN: 2.748 G_L1: 1.696 D_real: 0.057 D_fake: 0.710 +(epoch: 9, iters: 59772, time: 0.297, data: 0.019) G_GAN: 2.635 G_L1: 3.919 D_real: 0.413 D_fake: 0.319 +(epoch: 9, iters: 59872, time: 0.545, data: 0.022) G_GAN: 3.080 G_L1: 6.044 D_real: 0.138 D_fake: 0.348 +(epoch: 9, iters: 59972, time: 0.303, data: 0.034) G_GAN: 3.963 G_L1: 3.388 D_real: 0.049 D_fake: 0.138 +(epoch: 10, iters: 56, time: 0.293, data: 0.015) G_GAN: 2.373 G_L1: 5.042 D_real: 0.058 D_fake: 0.373 +(epoch: 10, iters: 156, time: 0.291, data: 0.015) G_GAN: 3.223 G_L1: 5.530 D_real: 0.204 D_fake: 0.131 +(epoch: 10, iters: 256, time: 0.550, data: 0.016) G_GAN: 5.134 G_L1: 4.035 D_real: 0.051 D_fake: 0.065 +(epoch: 10, iters: 356, time: 0.302, data: 0.019) G_GAN: 3.685 G_L1: 4.420 D_real: 0.318 D_fake: 0.323 +(epoch: 10, iters: 456, time: 0.298, data: 0.018) G_GAN: 4.552 G_L1: 4.138 D_real: 0.086 D_fake: 0.051 +(epoch: 10, iters: 556, time: 0.301, data: 0.016) G_GAN: 2.472 G_L1: 4.084 D_real: 0.581 D_fake: 0.020 +(epoch: 10, iters: 656, time: 0.408, data: 0.017) G_GAN: 3.867 G_L1: 3.568 D_real: 0.029 D_fake: 0.176 +(epoch: 10, iters: 756, time: 0.302, data: 0.024) G_GAN: 4.017 G_L1: 3.045 D_real: 0.016 D_fake: 0.532 +(epoch: 10, iters: 856, time: 0.306, data: 0.018) G_GAN: 3.672 G_L1: 2.999 D_real: 0.136 D_fake: 0.238 +(epoch: 10, iters: 956, time: 0.297, data: 0.018) G_GAN: 3.707 G_L1: 4.847 D_real: 0.652 D_fake: 0.068 +(epoch: 10, iters: 1056, time: 0.411, data: 0.017) G_GAN: 4.286 G_L1: 4.073 D_real: 0.014 D_fake: 0.030 +(epoch: 10, iters: 1156, time: 0.298, data: 0.020) G_GAN: 4.650 G_L1: 4.381 D_real: 0.090 D_fake: 0.053 +(epoch: 10, iters: 1256, time: 0.295, data: 0.018) G_GAN: 2.681 G_L1: 4.003 D_real: 0.229 D_fake: 0.209 +(epoch: 10, iters: 1356, time: 0.302, data: 0.018) G_GAN: 3.673 G_L1: 4.264 D_real: 0.103 D_fake: 0.138 +(epoch: 10, iters: 1456, time: 0.416, data: 0.023) G_GAN: 2.996 G_L1: 4.062 D_real: 0.215 D_fake: 0.138 +(epoch: 10, iters: 1556, time: 0.304, data: 0.019) G_GAN: 4.406 G_L1: 3.793 D_real: 0.075 D_fake: 0.040 +(epoch: 10, iters: 1656, time: 0.300, data: 0.024) G_GAN: 5.719 G_L1: 5.041 D_real: 0.070 D_fake: 0.023 +(epoch: 10, iters: 1756, time: 0.297, data: 0.022) G_GAN: 3.628 G_L1: 4.601 D_real: 0.087 D_fake: 0.173 +(epoch: 10, iters: 1856, time: 0.528, data: 0.019) G_GAN: 3.715 G_L1: 3.539 D_real: 0.012 D_fake: 0.110 +(epoch: 10, iters: 1956, time: 0.302, data: 0.020) G_GAN: 4.449 G_L1: 3.504 D_real: 0.245 D_fake: 0.020 +(epoch: 10, iters: 2056, time: 0.300, data: 0.022) G_GAN: 4.411 G_L1: 11.497 D_real: 0.021 D_fake: 0.197 +(epoch: 10, iters: 2156, time: 0.295, data: 0.018) G_GAN: 4.529 G_L1: 3.771 D_real: 0.008 D_fake: 0.130 +(epoch: 10, iters: 2256, time: 0.417, data: 0.023) G_GAN: 6.869 G_L1: 4.053 D_real: 0.950 D_fake: 0.005 +(epoch: 10, iters: 2356, time: 0.299, data: 0.019) G_GAN: 3.502 G_L1: 4.943 D_real: 0.294 D_fake: 0.028 +(epoch: 10, iters: 2456, time: 0.303, data: 0.020) G_GAN: 2.423 G_L1: 3.205 D_real: 0.294 D_fake: 0.075 +(epoch: 10, iters: 2556, time: 0.302, data: 0.018) G_GAN: 3.123 G_L1: 4.113 D_real: 0.249 D_fake: 0.085 +(epoch: 10, iters: 2656, time: 0.412, data: 0.018) G_GAN: 5.839 G_L1: 6.993 D_real: 0.221 D_fake: 0.006 +(epoch: 10, iters: 2756, time: 0.298, data: 0.019) G_GAN: 2.168 G_L1: 3.777 D_real: 0.510 D_fake: 0.185 +(epoch: 10, iters: 2856, time: 0.288, data: 0.018) G_GAN: 4.169 G_L1: 2.765 D_real: 0.056 D_fake: 0.390 +(epoch: 10, iters: 2956, time: 0.304, data: 0.018) G_GAN: 3.224 G_L1: 3.395 D_real: 0.189 D_fake: 0.165 +(epoch: 10, iters: 3056, time: 0.412, data: 0.022) G_GAN: 3.259 G_L1: 3.982 D_real: 0.014 D_fake: 0.285 +(epoch: 10, iters: 3156, time: 0.302, data: 0.024) G_GAN: 2.869 G_L1: 5.811 D_real: 0.895 D_fake: 0.044 +(epoch: 10, iters: 3256, time: 0.301, data: 0.019) G_GAN: 3.724 G_L1: 3.893 D_real: 0.276 D_fake: 0.045 +(epoch: 10, iters: 3356, time: 0.302, data: 0.018) G_GAN: 3.909 G_L1: 3.465 D_real: 0.234 D_fake: 0.624 +(epoch: 10, iters: 3456, time: 0.415, data: 0.018) G_GAN: 3.628 G_L1: 5.848 D_real: 0.165 D_fake: 0.068 +(epoch: 10, iters: 3556, time: 0.300, data: 0.018) G_GAN: 3.134 G_L1: 3.900 D_real: 0.480 D_fake: 0.168 +(epoch: 10, iters: 3656, time: 0.294, data: 0.024) G_GAN: 2.667 G_L1: 3.502 D_real: 0.722 D_fake: 0.189 +(epoch: 10, iters: 3756, time: 0.300, data: 0.017) G_GAN: 3.672 G_L1: 3.069 D_real: 0.122 D_fake: 0.169 +(epoch: 10, iters: 3856, time: 0.560, data: 0.019) G_GAN: 2.995 G_L1: 5.726 D_real: 0.006 D_fake: 0.185 +(epoch: 10, iters: 3956, time: 0.297, data: 0.019) G_GAN: 2.822 G_L1: 4.150 D_real: 0.109 D_fake: 0.112 +(epoch: 10, iters: 4056, time: 0.304, data: 0.019) G_GAN: 2.894 G_L1: 3.917 D_real: 0.157 D_fake: 0.415 +(epoch: 10, iters: 4156, time: 0.291, data: 0.022) G_GAN: 2.365 G_L1: 4.156 D_real: 0.407 D_fake: 0.235 +(epoch: 10, iters: 4256, time: 0.381, data: 0.016) G_GAN: 2.793 G_L1: 4.038 D_real: 0.095 D_fake: 0.549 +(epoch: 10, iters: 4356, time: 0.303, data: 0.019) G_GAN: 3.676 G_L1: 4.646 D_real: 0.044 D_fake: 0.159 +(epoch: 10, iters: 4456, time: 0.296, data: 0.020) G_GAN: 3.422 G_L1: 4.081 D_real: 0.512 D_fake: 0.047 +(epoch: 10, iters: 4556, time: 0.299, data: 0.022) G_GAN: 4.015 G_L1: 3.241 D_real: 0.058 D_fake: 0.114 +(epoch: 10, iters: 4656, time: 0.411, data: 0.018) G_GAN: 3.675 G_L1: 4.027 D_real: 0.015 D_fake: 0.112 +(epoch: 10, iters: 4756, time: 0.302, data: 0.020) G_GAN: 6.768 G_L1: 4.192 D_real: 0.022 D_fake: 1.406 +(epoch: 10, iters: 4856, time: 0.285, data: 0.018) G_GAN: 5.258 G_L1: 3.755 D_real: 0.284 D_fake: 0.642 +(epoch: 10, iters: 4956, time: 0.299, data: 0.018) G_GAN: 3.861 G_L1: 3.232 D_real: 0.145 D_fake: 0.223 +(epoch: 10, iters: 5056, time: 0.417, data: 0.016) G_GAN: 3.156 G_L1: 4.292 D_real: 0.262 D_fake: 0.091 +(epoch: 10, iters: 5156, time: 0.289, data: 0.018) G_GAN: 5.528 G_L1: 9.658 D_real: 0.024 D_fake: 0.030 +(epoch: 10, iters: 5256, time: 0.297, data: 0.022) G_GAN: 4.496 G_L1: 5.050 D_real: 0.100 D_fake: 0.387 +(epoch: 10, iters: 5356, time: 0.301, data: 0.016) G_GAN: 3.865 G_L1: 3.498 D_real: 0.055 D_fake: 0.043 +(epoch: 10, iters: 5456, time: 0.411, data: 0.017) G_GAN: 3.458 G_L1: 3.154 D_real: 0.463 D_fake: 0.056 +(epoch: 10, iters: 5556, time: 0.290, data: 0.017) G_GAN: 2.733 G_L1: 4.386 D_real: 0.119 D_fake: 0.171 +(epoch: 10, iters: 5656, time: 0.294, data: 0.016) G_GAN: 5.742 G_L1: 6.334 D_real: 0.533 D_fake: 0.018 +(epoch: 10, iters: 5756, time: 0.301, data: 0.016) G_GAN: 4.137 G_L1: 4.166 D_real: 0.063 D_fake: 0.485 +(epoch: 10, iters: 5856, time: 0.520, data: 0.028) G_GAN: 2.767 G_L1: 3.413 D_real: 0.038 D_fake: 0.243 +(epoch: 10, iters: 5956, time: 0.286, data: 0.016) G_GAN: 2.304 G_L1: 3.175 D_real: 1.280 D_fake: 0.144 +(epoch: 10, iters: 6056, time: 0.281, data: 0.015) G_GAN: 2.977 G_L1: 2.744 D_real: 0.012 D_fake: 1.070 +(epoch: 10, iters: 6156, time: 0.288, data: 0.015) G_GAN: 2.738 G_L1: 3.255 D_real: 0.200 D_fake: 0.138 +(epoch: 10, iters: 6256, time: 0.385, data: 0.016) G_GAN: 2.203 G_L1: 3.028 D_real: 1.093 D_fake: 0.079 +(epoch: 10, iters: 6356, time: 0.296, data: 0.018) G_GAN: 3.515 G_L1: 4.607 D_real: 0.022 D_fake: 0.649 +(epoch: 10, iters: 6456, time: 0.303, data: 0.016) G_GAN: 3.773 G_L1: 5.610 D_real: 0.818 D_fake: 0.051 +(epoch: 10, iters: 6556, time: 0.287, data: 0.016) G_GAN: 2.757 G_L1: 2.607 D_real: 0.087 D_fake: 0.399 +(epoch: 10, iters: 6656, time: 0.415, data: 0.016) G_GAN: 2.826 G_L1: 4.431 D_real: 0.432 D_fake: 0.143 +(epoch: 10, iters: 6756, time: 0.300, data: 0.017) G_GAN: 1.753 G_L1: 3.682 D_real: 0.691 D_fake: 0.082 +(epoch: 10, iters: 6856, time: 0.297, data: 0.016) G_GAN: 2.759 G_L1: 3.689 D_real: 0.261 D_fake: 0.416 +(epoch: 10, iters: 6956, time: 0.295, data: 0.015) G_GAN: 2.562 G_L1: 2.694 D_real: 0.241 D_fake: 0.425 +(epoch: 10, iters: 7056, time: 0.415, data: 0.016) G_GAN: 2.499 G_L1: 3.454 D_real: 0.179 D_fake: 0.224 +(epoch: 10, iters: 7156, time: 0.290, data: 0.017) G_GAN: 2.717 G_L1: 3.101 D_real: 0.234 D_fake: 0.305 +(epoch: 10, iters: 7256, time: 0.299, data: 0.015) G_GAN: 2.827 G_L1: 4.805 D_real: 0.028 D_fake: 0.104 +(epoch: 10, iters: 7356, time: 0.304, data: 0.016) G_GAN: 1.983 G_L1: 2.638 D_real: 0.496 D_fake: 0.256 +(epoch: 10, iters: 7456, time: 0.410, data: 0.017) G_GAN: 3.378 G_L1: 5.093 D_real: 0.108 D_fake: 0.107 +(epoch: 10, iters: 7556, time: 0.300, data: 0.024) G_GAN: 3.543 G_L1: 4.161 D_real: 0.191 D_fake: 0.112 +(epoch: 10, iters: 7656, time: 0.277, data: 0.017) G_GAN: 3.272 G_L1: 4.561 D_real: 0.036 D_fake: 0.321 +(epoch: 10, iters: 7756, time: 0.304, data: 0.015) G_GAN: 3.294 G_L1: 7.496 D_real: 0.471 D_fake: 0.150 +(epoch: 10, iters: 7856, time: 0.482, data: 0.016) G_GAN: 5.676 G_L1: 3.714 D_real: 0.012 D_fake: 1.219 +(epoch: 10, iters: 7956, time: 0.292, data: 0.017) G_GAN: 3.512 G_L1: 3.675 D_real: 0.061 D_fake: 0.187 +(epoch: 10, iters: 8056, time: 0.300, data: 0.016) G_GAN: 4.092 G_L1: 4.811 D_real: 0.339 D_fake: 0.052 +(epoch: 10, iters: 8156, time: 0.297, data: 0.018) G_GAN: 4.282 G_L1: 6.842 D_real: 0.299 D_fake: 0.297 +(epoch: 10, iters: 8256, time: 0.406, data: 0.016) G_GAN: 5.015 G_L1: 2.879 D_real: 0.191 D_fake: 0.052 +(epoch: 10, iters: 8356, time: 0.296, data: 0.022) G_GAN: 4.582 G_L1: 3.619 D_real: 0.132 D_fake: 0.067 +(epoch: 10, iters: 8456, time: 0.305, data: 0.017) G_GAN: 4.379 G_L1: 3.871 D_real: 0.051 D_fake: 0.084 +(epoch: 10, iters: 8556, time: 0.301, data: 0.019) G_GAN: 5.460 G_L1: 6.102 D_real: 0.029 D_fake: 0.047 +(epoch: 10, iters: 8656, time: 0.408, data: 0.019) G_GAN: 3.543 G_L1: 3.502 D_real: 0.102 D_fake: 0.154 +(epoch: 10, iters: 8756, time: 0.300, data: 0.020) G_GAN: 4.028 G_L1: 3.703 D_real: 0.103 D_fake: 0.033 +(epoch: 10, iters: 8856, time: 0.294, data: 0.015) G_GAN: 4.122 G_L1: 5.125 D_real: 0.013 D_fake: 0.240 +(epoch: 10, iters: 8956, time: 0.287, data: 0.017) G_GAN: 2.966 G_L1: 2.138 D_real: 0.548 D_fake: 0.106 +(epoch: 10, iters: 9056, time: 0.407, data: 0.013) G_GAN: 7.630 G_L1: 7.788 D_real: 0.039 D_fake: 0.096 +(epoch: 10, iters: 9156, time: 0.298, data: 0.016) G_GAN: 2.347 G_L1: 2.581 D_real: 0.602 D_fake: 0.149 +(epoch: 10, iters: 9256, time: 0.293, data: 0.016) G_GAN: 3.505 G_L1: 3.490 D_real: 0.174 D_fake: 0.285 +(epoch: 10, iters: 9356, time: 0.300, data: 0.017) G_GAN: 2.758 G_L1: 3.687 D_real: 0.994 D_fake: 0.048 +(epoch: 10, iters: 9456, time: 0.385, data: 0.021) G_GAN: 3.433 G_L1: 3.553 D_real: 0.028 D_fake: 0.076 +(epoch: 10, iters: 9556, time: 0.287, data: 0.015) G_GAN: 4.653 G_L1: 6.556 D_real: 0.027 D_fake: 0.140 +(epoch: 10, iters: 9656, time: 0.289, data: 0.019) G_GAN: 1.776 G_L1: 4.097 D_real: 0.985 D_fake: 0.162 +(epoch: 10, iters: 9756, time: 0.305, data: 0.017) G_GAN: 4.737 G_L1: 5.219 D_real: 0.092 D_fake: 0.022 +(epoch: 10, iters: 9856, time: 0.482, data: 0.020) G_GAN: 4.922 G_L1: 5.868 D_real: 0.273 D_fake: 0.352 +(epoch: 10, iters: 9956, time: 0.295, data: 0.019) G_GAN: 2.987 G_L1: 3.665 D_real: 0.191 D_fake: 0.082 +(epoch: 10, iters: 10056, time: 0.298, data: 0.017) G_GAN: 3.249 G_L1: 3.816 D_real: 0.541 D_fake: 0.048 +(epoch: 10, iters: 10156, time: 0.293, data: 0.017) G_GAN: 3.625 G_L1: 4.173 D_real: 0.423 D_fake: 0.172 +(epoch: 10, iters: 10256, time: 0.422, data: 0.017) G_GAN: 3.646 G_L1: 4.268 D_real: 0.129 D_fake: 0.104 +(epoch: 10, iters: 10356, time: 0.297, data: 0.018) G_GAN: 3.238 G_L1: 3.375 D_real: 0.261 D_fake: 0.065 +(epoch: 10, iters: 10456, time: 0.289, data: 0.017) G_GAN: 3.629 G_L1: 3.977 D_real: 0.034 D_fake: 0.108 +(epoch: 10, iters: 10556, time: 0.300, data: 0.017) G_GAN: 3.877 G_L1: 3.981 D_real: 0.035 D_fake: 0.061 +(epoch: 10, iters: 10656, time: 0.385, data: 0.018) G_GAN: 3.819 G_L1: 2.994 D_real: 0.170 D_fake: 0.279 +(epoch: 10, iters: 10756, time: 0.303, data: 0.017) G_GAN: 6.713 G_L1: 7.720 D_real: 0.018 D_fake: 0.024 +(epoch: 10, iters: 10856, time: 0.299, data: 0.020) G_GAN: 3.887 G_L1: 4.254 D_real: 0.550 D_fake: 0.065 +(epoch: 10, iters: 10956, time: 0.302, data: 0.017) G_GAN: 2.622 G_L1: 3.927 D_real: 0.296 D_fake: 0.119 +(epoch: 10, iters: 11056, time: 0.397, data: 0.016) G_GAN: 4.020 G_L1: 5.666 D_real: 0.745 D_fake: 0.263 +(epoch: 10, iters: 11156, time: 0.297, data: 0.019) G_GAN: 1.561 G_L1: 2.903 D_real: 0.650 D_fake: 0.124 +(epoch: 10, iters: 11256, time: 0.294, data: 0.021) G_GAN: 3.438 G_L1: 5.146 D_real: 0.354 D_fake: 0.050 +(epoch: 10, iters: 11356, time: 0.301, data: 0.016) G_GAN: 2.871 G_L1: 4.025 D_real: 0.236 D_fake: 0.094 +(epoch: 10, iters: 11456, time: 0.413, data: 0.019) G_GAN: 3.290 G_L1: 3.841 D_real: 0.168 D_fake: 0.359 +(epoch: 10, iters: 11556, time: 0.299, data: 0.018) G_GAN: 3.365 G_L1: 4.090 D_real: 0.362 D_fake: 0.045 +(epoch: 10, iters: 11656, time: 0.296, data: 0.023) G_GAN: 4.694 G_L1: 4.556 D_real: 0.038 D_fake: 0.152 +(epoch: 10, iters: 11756, time: 0.299, data: 0.021) G_GAN: 4.239 G_L1: 4.127 D_real: 0.009 D_fake: 0.128 +(epoch: 10, iters: 11856, time: 0.555, data: 0.017) G_GAN: 5.796 G_L1: 6.163 D_real: 0.032 D_fake: 0.893 +(epoch: 10, iters: 11956, time: 0.289, data: 0.018) G_GAN: 8.498 G_L1: 7.999 D_real: 0.034 D_fake: 0.679 +(epoch: 10, iters: 12056, time: 0.306, data: 0.016) G_GAN: 4.555 G_L1: 2.737 D_real: 0.059 D_fake: 0.101 +(epoch: 10, iters: 12156, time: 0.297, data: 0.018) G_GAN: 4.285 G_L1: 3.134 D_real: 0.286 D_fake: 0.039 +(epoch: 10, iters: 12256, time: 0.394, data: 0.017) G_GAN: 4.176 G_L1: 8.751 D_real: 0.682 D_fake: 0.031 +(epoch: 10, iters: 12356, time: 0.299, data: 0.018) G_GAN: 2.549 G_L1: 2.580 D_real: 0.238 D_fake: 0.262 +(epoch: 10, iters: 12456, time: 0.296, data: 0.022) G_GAN: 4.679 G_L1: 4.257 D_real: 0.130 D_fake: 0.058 +(epoch: 10, iters: 12556, time: 0.300, data: 0.016) G_GAN: 4.193 G_L1: 4.412 D_real: 0.329 D_fake: 0.019 +(epoch: 10, iters: 12656, time: 0.417, data: 0.016) G_GAN: 5.754 G_L1: 3.846 D_real: 0.148 D_fake: 0.091 +(epoch: 10, iters: 12756, time: 0.290, data: 0.018) G_GAN: 3.755 G_L1: 3.258 D_real: 0.442 D_fake: 0.251 +(epoch: 10, iters: 12856, time: 0.295, data: 0.016) G_GAN: 1.391 G_L1: 6.857 D_real: 1.321 D_fake: 0.090 +(epoch: 10, iters: 12956, time: 0.299, data: 0.017) G_GAN: 3.833 G_L1: 4.361 D_real: 0.006 D_fake: 0.263 +(epoch: 10, iters: 13056, time: 0.416, data: 0.017) G_GAN: 3.739 G_L1: 7.008 D_real: 0.004 D_fake: 0.438 +(epoch: 10, iters: 13156, time: 0.298, data: 0.021) G_GAN: 3.985 G_L1: 3.967 D_real: 0.581 D_fake: 0.302 +(epoch: 10, iters: 13256, time: 0.293, data: 0.016) G_GAN: 2.921 G_L1: 2.862 D_real: 0.667 D_fake: 0.061 +(epoch: 10, iters: 13356, time: 0.299, data: 0.017) G_GAN: 2.825 G_L1: 3.538 D_real: 0.107 D_fake: 0.410 +(epoch: 10, iters: 13456, time: 0.408, data: 0.016) G_GAN: 4.265 G_L1: 5.907 D_real: 0.164 D_fake: 0.181 +(epoch: 10, iters: 13556, time: 0.299, data: 0.017) G_GAN: 3.943 G_L1: 3.042 D_real: 0.148 D_fake: 0.158 +(epoch: 10, iters: 13656, time: 0.290, data: 0.016) G_GAN: 1.851 G_L1: 3.272 D_real: 0.910 D_fake: 0.049 +(epoch: 10, iters: 13756, time: 0.303, data: 0.019) G_GAN: 4.457 G_L1: 3.825 D_real: 0.026 D_fake: 0.108 +(epoch: 10, iters: 13856, time: 0.553, data: 0.017) G_GAN: 4.007 G_L1: 3.032 D_real: 0.026 D_fake: 0.307 +(epoch: 10, iters: 13956, time: 0.298, data: 0.019) G_GAN: 3.283 G_L1: 2.538 D_real: 0.146 D_fake: 0.165 +(epoch: 10, iters: 14056, time: 0.299, data: 0.017) G_GAN: 3.974 G_L1: 4.634 D_real: 0.201 D_fake: 0.052 +(epoch: 10, iters: 14156, time: 0.300, data: 0.018) G_GAN: 4.938 G_L1: 6.105 D_real: 0.078 D_fake: 0.111 +(epoch: 10, iters: 14256, time: 0.420, data: 0.017) G_GAN: 2.917 G_L1: 6.862 D_real: 1.212 D_fake: 0.027 +(epoch: 10, iters: 14356, time: 0.291, data: 0.018) G_GAN: 3.721 G_L1: 3.442 D_real: 0.043 D_fake: 0.622 +(epoch: 10, iters: 14456, time: 0.299, data: 0.016) G_GAN: 2.907 G_L1: 3.513 D_real: 0.615 D_fake: 0.049 +(epoch: 10, iters: 14556, time: 0.298, data: 0.018) G_GAN: 3.625 G_L1: 3.381 D_real: 0.428 D_fake: 0.727 +(epoch: 10, iters: 14656, time: 0.410, data: 0.017) G_GAN: 3.001 G_L1: 3.459 D_real: 0.061 D_fake: 0.290 +(epoch: 10, iters: 14756, time: 0.298, data: 0.018) G_GAN: 2.825 G_L1: 2.860 D_real: 0.080 D_fake: 0.182 +(epoch: 10, iters: 14856, time: 0.300, data: 0.019) G_GAN: 2.357 G_L1: 3.355 D_real: 0.809 D_fake: 0.275 +(epoch: 10, iters: 14956, time: 0.286, data: 0.019) G_GAN: 2.877 G_L1: 3.500 D_real: 0.512 D_fake: 0.065 +(epoch: 10, iters: 15056, time: 0.409, data: 0.017) G_GAN: 3.585 G_L1: 4.412 D_real: 0.391 D_fake: 0.055 +(epoch: 10, iters: 15156, time: 0.298, data: 0.018) G_GAN: 3.660 G_L1: 4.175 D_real: 0.062 D_fake: 0.759 +(epoch: 10, iters: 15256, time: 0.299, data: 0.018) G_GAN: 3.422 G_L1: 4.486 D_real: 0.219 D_fake: 0.106 +(epoch: 10, iters: 15356, time: 0.300, data: 0.015) G_GAN: 4.933 G_L1: 3.527 D_real: 0.126 D_fake: 0.048 +(epoch: 10, iters: 15456, time: 0.408, data: 0.022) G_GAN: 6.203 G_L1: 3.403 D_real: 0.517 D_fake: 0.005 +(epoch: 10, iters: 15556, time: 0.282, data: 0.018) G_GAN: 5.814 G_L1: 6.293 D_real: 0.024 D_fake: 0.203 +(epoch: 10, iters: 15656, time: 0.291, data: 0.020) G_GAN: 3.551 G_L1: 4.001 D_real: 0.173 D_fake: 0.061 +(epoch: 10, iters: 15756, time: 0.298, data: 0.015) G_GAN: 3.233 G_L1: 4.871 D_real: 0.132 D_fake: 0.146 +(epoch: 10, iters: 15856, time: 0.554, data: 0.015) G_GAN: 3.627 G_L1: 6.998 D_real: 0.012 D_fake: 0.132 +(epoch: 10, iters: 15956, time: 0.292, data: 0.018) G_GAN: 1.980 G_L1: 3.890 D_real: 0.255 D_fake: 0.380 +(epoch: 10, iters: 16056, time: 0.298, data: 0.016) G_GAN: 4.458 G_L1: 4.539 D_real: 0.081 D_fake: 0.094 +(epoch: 10, iters: 16156, time: 0.300, data: 0.017) G_GAN: 4.387 G_L1: 3.409 D_real: 0.113 D_fake: 0.153 +(epoch: 10, iters: 16256, time: 0.399, data: 0.017) G_GAN: 2.751 G_L1: 3.595 D_real: 0.201 D_fake: 0.286 +(epoch: 10, iters: 16356, time: 0.294, data: 0.019) G_GAN: 3.470 G_L1: 3.795 D_real: 0.309 D_fake: 0.311 +(epoch: 10, iters: 16456, time: 0.300, data: 0.016) G_GAN: 4.239 G_L1: 6.668 D_real: 0.279 D_fake: 0.171 +(epoch: 10, iters: 16556, time: 0.299, data: 0.017) G_GAN: 2.758 G_L1: 3.289 D_real: 0.290 D_fake: 0.223 +(epoch: 10, iters: 16656, time: 0.413, data: 0.018) G_GAN: 3.503 G_L1: 4.100 D_real: 0.136 D_fake: 0.185 +(epoch: 10, iters: 16756, time: 0.286, data: 0.018) G_GAN: 3.439 G_L1: 4.437 D_real: 0.026 D_fake: 0.305 +(epoch: 10, iters: 16856, time: 0.301, data: 0.017) G_GAN: 2.461 G_L1: 5.889 D_real: 0.888 D_fake: 0.112 +(epoch: 10, iters: 16956, time: 0.299, data: 0.018) G_GAN: 2.381 G_L1: 3.803 D_real: 0.177 D_fake: 0.447 +(epoch: 10, iters: 17056, time: 0.378, data: 0.018) G_GAN: 2.844 G_L1: 3.276 D_real: 0.209 D_fake: 0.219 +(epoch: 10, iters: 17156, time: 0.299, data: 0.018) G_GAN: 2.858 G_L1: 3.288 D_real: 0.046 D_fake: 0.180 +(epoch: 10, iters: 17256, time: 0.300, data: 0.018) G_GAN: 2.806 G_L1: 2.742 D_real: 0.104 D_fake: 0.617 +(epoch: 10, iters: 17356, time: 0.295, data: 0.017) G_GAN: 3.757 G_L1: 5.194 D_real: 0.282 D_fake: 0.064 +(epoch: 10, iters: 17456, time: 0.418, data: 0.016) G_GAN: 3.314 G_L1: 2.792 D_real: 0.326 D_fake: 0.269 +(epoch: 10, iters: 17556, time: 0.301, data: 0.017) G_GAN: 2.368 G_L1: 2.911 D_real: 0.560 D_fake: 0.366 +(epoch: 10, iters: 17656, time: 0.303, data: 0.022) G_GAN: 4.380 G_L1: 5.827 D_real: 0.027 D_fake: 0.206 +(epoch: 10, iters: 17756, time: 0.293, data: 0.019) G_GAN: 3.022 G_L1: 4.052 D_real: 0.522 D_fake: 0.066 +(epoch: 10, iters: 17856, time: 0.482, data: 0.015) G_GAN: 3.550 G_L1: 3.098 D_real: 0.003 D_fake: 0.162 +(epoch: 10, iters: 17956, time: 0.303, data: 0.018) G_GAN: 3.690 G_L1: 4.398 D_real: 0.122 D_fake: 0.207 +(epoch: 10, iters: 18056, time: 0.299, data: 0.018) G_GAN: 2.900 G_L1: 3.486 D_real: 0.438 D_fake: 0.097 +(epoch: 10, iters: 18156, time: 0.297, data: 0.017) G_GAN: 3.778 G_L1: 5.016 D_real: 0.087 D_fake: 0.065 +(epoch: 10, iters: 18256, time: 0.378, data: 0.016) G_GAN: 4.584 G_L1: 7.545 D_real: 0.008 D_fake: 0.286 +(epoch: 10, iters: 18356, time: 0.299, data: 0.018) G_GAN: 3.386 G_L1: 3.193 D_real: 0.478 D_fake: 0.082 +(epoch: 10, iters: 18456, time: 0.298, data: 0.018) G_GAN: 3.457 G_L1: 3.231 D_real: 0.228 D_fake: 0.368 +(epoch: 10, iters: 18556, time: 0.296, data: 0.021) G_GAN: 6.347 G_L1: 4.287 D_real: 0.504 D_fake: 0.027 +(epoch: 10, iters: 18656, time: 0.416, data: 0.015) G_GAN: 3.749 G_L1: 4.162 D_real: 0.047 D_fake: 0.241 +(epoch: 10, iters: 18756, time: 0.299, data: 0.028) G_GAN: 4.019 G_L1: 8.305 D_real: 0.043 D_fake: 0.419 +(epoch: 10, iters: 18856, time: 0.296, data: 0.016) G_GAN: 3.717 G_L1: 3.258 D_real: 0.022 D_fake: 0.113 +(epoch: 10, iters: 18956, time: 0.289, data: 0.017) G_GAN: 2.505 G_L1: 3.959 D_real: 0.289 D_fake: 0.229 +(epoch: 10, iters: 19056, time: 0.413, data: 0.017) G_GAN: 5.092 G_L1: 6.913 D_real: 0.022 D_fake: 0.128 +(epoch: 10, iters: 19156, time: 0.304, data: 0.019) G_GAN: 3.539 G_L1: 4.629 D_real: 0.043 D_fake: 0.425 +(epoch: 10, iters: 19256, time: 0.296, data: 0.018) G_GAN: 3.037 G_L1: 5.190 D_real: 0.445 D_fake: 0.352 +(epoch: 10, iters: 19356, time: 0.280, data: 0.015) G_GAN: 4.225 G_L1: 5.401 D_real: 0.541 D_fake: 0.148 +(epoch: 10, iters: 19456, time: 0.417, data: 0.015) G_GAN: 4.968 G_L1: 3.885 D_real: 0.077 D_fake: 0.075 +(epoch: 10, iters: 19556, time: 0.298, data: 0.018) G_GAN: 3.175 G_L1: 3.437 D_real: 0.104 D_fake: 0.258 +(epoch: 10, iters: 19656, time: 0.300, data: 0.018) G_GAN: 3.543 G_L1: 4.089 D_real: 0.154 D_fake: 0.197 +(epoch: 10, iters: 19756, time: 0.294, data: 0.017) G_GAN: 3.504 G_L1: 6.914 D_real: 0.197 D_fake: 0.053 +(epoch: 10, iters: 19856, time: 0.539, data: 0.016) G_GAN: 3.654 G_L1: 4.841 D_real: 0.094 D_fake: 0.311 +(epoch: 10, iters: 19956, time: 0.297, data: 0.020) G_GAN: 5.415 G_L1: 6.506 D_real: 0.092 D_fake: 0.043 +(epoch: 10, iters: 20056, time: 0.304, data: 0.016) G_GAN: 3.291 G_L1: 4.248 D_real: 0.026 D_fake: 0.733 +(epoch: 10, iters: 20156, time: 0.299, data: 0.018) G_GAN: 3.558 G_L1: 4.316 D_real: 0.022 D_fake: 0.114 +(epoch: 10, iters: 20256, time: 0.404, data: 0.018) G_GAN: 4.442 G_L1: 3.914 D_real: 0.044 D_fake: 0.067 +(epoch: 10, iters: 20356, time: 0.289, data: 0.017) G_GAN: 3.730 G_L1: 4.109 D_real: 0.225 D_fake: 0.073 +(epoch: 10, iters: 20456, time: 0.285, data: 0.018) G_GAN: 3.627 G_L1: 4.313 D_real: 0.051 D_fake: 0.307 +(epoch: 10, iters: 20556, time: 0.300, data: 0.014) G_GAN: 4.092 G_L1: 4.842 D_real: 0.020 D_fake: 0.911 +(epoch: 10, iters: 20656, time: 0.417, data: 0.016) G_GAN: 4.778 G_L1: 5.190 D_real: 0.047 D_fake: 0.024 +(epoch: 10, iters: 20756, time: 0.301, data: 0.020) G_GAN: 3.489 G_L1: 3.951 D_real: 0.400 D_fake: 0.100 +(epoch: 10, iters: 20856, time: 0.304, data: 0.021) G_GAN: 3.523 G_L1: 3.993 D_real: 0.154 D_fake: 0.204 +(epoch: 10, iters: 20956, time: 0.290, data: 0.017) G_GAN: 4.743 G_L1: 4.506 D_real: 0.520 D_fake: 0.018 +(epoch: 10, iters: 21056, time: 0.413, data: 0.017) G_GAN: 2.942 G_L1: 3.609 D_real: 0.052 D_fake: 0.263 +(epoch: 10, iters: 21156, time: 0.300, data: 0.018) G_GAN: 4.028 G_L1: 6.179 D_real: 0.002 D_fake: 0.194 +(epoch: 10, iters: 21256, time: 0.297, data: 0.016) G_GAN: 4.141 G_L1: 4.295 D_real: 0.006 D_fake: 0.272 +(epoch: 10, iters: 21356, time: 0.284, data: 0.016) G_GAN: 5.407 G_L1: 6.259 D_real: 0.031 D_fake: 0.687 +(epoch: 10, iters: 21456, time: 0.409, data: 0.015) G_GAN: 2.860 G_L1: 6.248 D_real: 0.667 D_fake: 0.124 +(epoch: 10, iters: 21556, time: 0.299, data: 0.018) G_GAN: 5.812 G_L1: 6.494 D_real: 0.007 D_fake: 0.023 +(epoch: 10, iters: 21656, time: 0.297, data: 0.017) G_GAN: 2.820 G_L1: 4.479 D_real: 0.061 D_fake: 0.116 +(epoch: 10, iters: 21756, time: 0.301, data: 0.017) G_GAN: 4.716 G_L1: 7.431 D_real: 0.446 D_fake: 0.013 +(epoch: 10, iters: 21856, time: 0.495, data: 0.017) G_GAN: 4.628 G_L1: 2.619 D_real: 0.033 D_fake: 0.936 +(epoch: 10, iters: 21956, time: 0.300, data: 0.019) G_GAN: 5.182 G_L1: 3.643 D_real: 1.143 D_fake: 0.013 +(epoch: 10, iters: 22056, time: 0.301, data: 0.020) G_GAN: 4.906 G_L1: 5.259 D_real: 0.003 D_fake: 0.305 +(epoch: 10, iters: 22156, time: 0.282, data: 0.019) G_GAN: 6.586 G_L1: 4.471 D_real: 0.044 D_fake: 0.641 +(epoch: 10, iters: 22256, time: 0.397, data: 0.019) G_GAN: 3.665 G_L1: 5.122 D_real: 0.128 D_fake: 0.066 +(epoch: 10, iters: 22356, time: 0.294, data: 0.018) G_GAN: 4.461 G_L1: 5.186 D_real: 0.159 D_fake: 0.138 +(epoch: 10, iters: 22456, time: 0.291, data: 0.016) G_GAN: 4.837 G_L1: 4.079 D_real: 0.017 D_fake: 0.097 +(epoch: 10, iters: 22556, time: 0.299, data: 0.016) G_GAN: 4.265 G_L1: 5.702 D_real: 0.012 D_fake: 0.080 +(epoch: 10, iters: 22656, time: 0.418, data: 0.017) G_GAN: 5.338 G_L1: 12.859 D_real: 0.012 D_fake: 0.098 +(epoch: 10, iters: 22756, time: 0.291, data: 0.018) G_GAN: 6.191 G_L1: 7.188 D_real: 0.069 D_fake: 0.302 +(epoch: 10, iters: 22856, time: 0.294, data: 0.015) G_GAN: 3.359 G_L1: 4.084 D_real: 0.008 D_fake: 0.229 +(epoch: 10, iters: 22956, time: 0.288, data: 0.015) G_GAN: 4.858 G_L1: 5.889 D_real: 0.041 D_fake: 0.026 +(epoch: 10, iters: 23056, time: 0.415, data: 0.018) G_GAN: 2.562 G_L1: 6.936 D_real: 0.715 D_fake: 0.224 +(epoch: 10, iters: 23156, time: 0.291, data: 0.018) G_GAN: 4.145 G_L1: 4.384 D_real: 0.106 D_fake: 0.263 +(epoch: 10, iters: 23256, time: 0.303, data: 0.020) G_GAN: 4.130 G_L1: 4.179 D_real: 0.093 D_fake: 0.661 +(epoch: 10, iters: 23356, time: 0.302, data: 0.016) G_GAN: 1.224 G_L1: 4.537 D_real: 1.713 D_fake: 0.020 +(epoch: 10, iters: 23456, time: 0.407, data: 0.017) G_GAN: 2.233 G_L1: 2.895 D_real: 0.161 D_fake: 0.164 +(epoch: 10, iters: 23556, time: 0.301, data: 0.020) G_GAN: 4.351 G_L1: 2.920 D_real: 0.004 D_fake: 1.198 +(epoch: 10, iters: 23656, time: 0.292, data: 0.019) G_GAN: 4.283 G_L1: 3.770 D_real: 0.017 D_fake: 0.590 +(epoch: 10, iters: 23756, time: 0.300, data: 0.018) G_GAN: 3.295 G_L1: 3.118 D_real: 0.117 D_fake: 0.110 +(epoch: 10, iters: 23856, time: 0.488, data: 0.017) G_GAN: 4.568 G_L1: 3.436 D_real: 0.106 D_fake: 0.321 +(epoch: 10, iters: 23956, time: 0.301, data: 0.019) G_GAN: 2.861 G_L1: 5.846 D_real: 1.763 D_fake: 0.117 +(epoch: 10, iters: 24056, time: 0.288, data: 0.017) G_GAN: 2.957 G_L1: 4.413 D_real: 0.228 D_fake: 0.119 +(epoch: 10, iters: 24156, time: 0.300, data: 0.016) G_GAN: 3.560 G_L1: 6.512 D_real: 0.187 D_fake: 0.289 +(epoch: 10, iters: 24256, time: 0.419, data: 0.015) G_GAN: 3.540 G_L1: 3.317 D_real: 0.365 D_fake: 0.494 +(epoch: 10, iters: 24356, time: 0.302, data: 0.019) G_GAN: 4.816 G_L1: 6.224 D_real: 0.284 D_fake: 0.005 +(epoch: 10, iters: 24456, time: 0.299, data: 0.018) G_GAN: 3.588 G_L1: 3.924 D_real: 0.076 D_fake: 0.133 +(epoch: 10, iters: 24556, time: 0.301, data: 0.016) G_GAN: 3.973 G_L1: 3.498 D_real: 0.007 D_fake: 0.147 +(epoch: 10, iters: 24656, time: 0.381, data: 0.017) G_GAN: 3.623 G_L1: 3.365 D_real: 0.246 D_fake: 0.034 +(epoch: 10, iters: 24756, time: 0.301, data: 0.022) G_GAN: 2.457 G_L1: 3.596 D_real: 0.150 D_fake: 0.667 +(epoch: 10, iters: 24856, time: 0.298, data: 0.019) G_GAN: 4.443 G_L1: 4.232 D_real: 0.044 D_fake: 0.219 +(epoch: 10, iters: 24956, time: 0.298, data: 0.021) G_GAN: 4.167 G_L1: 5.569 D_real: 0.006 D_fake: 0.519 +(epoch: 10, iters: 25056, time: 0.405, data: 0.017) G_GAN: 4.857 G_L1: 10.865 D_real: 0.157 D_fake: 0.066 +(epoch: 10, iters: 25156, time: 0.289, data: 0.018) G_GAN: 3.304 G_L1: 3.126 D_real: 0.161 D_fake: 0.263 +(epoch: 10, iters: 25256, time: 0.295, data: 0.016) G_GAN: 4.036 G_L1: 4.810 D_real: 0.045 D_fake: 0.092 +(epoch: 10, iters: 25356, time: 0.295, data: 0.016) G_GAN: 3.437 G_L1: 4.212 D_real: 0.153 D_fake: 0.107 +(epoch: 10, iters: 25456, time: 0.412, data: 0.017) G_GAN: 3.011 G_L1: 3.183 D_real: 0.170 D_fake: 0.108 +(epoch: 10, iters: 25556, time: 0.290, data: 0.018) G_GAN: 2.547 G_L1: 3.616 D_real: 0.122 D_fake: 0.171 +(epoch: 10, iters: 25656, time: 0.290, data: 0.016) G_GAN: 2.580 G_L1: 3.792 D_real: 1.681 D_fake: 0.095 +(epoch: 10, iters: 25756, time: 0.294, data: 0.018) G_GAN: 3.444 G_L1: 3.143 D_real: 0.078 D_fake: 0.544 +(epoch: 10, iters: 25856, time: 0.477, data: 0.016) G_GAN: 2.486 G_L1: 3.146 D_real: 0.139 D_fake: 0.701 +(epoch: 10, iters: 25956, time: 0.287, data: 0.019) G_GAN: 4.701 G_L1: 7.172 D_real: 0.236 D_fake: 0.100 +(epoch: 10, iters: 26056, time: 0.294, data: 0.016) G_GAN: 3.276 G_L1: 3.478 D_real: 0.070 D_fake: 0.501 +(epoch: 10, iters: 26156, time: 0.289, data: 0.017) G_GAN: 3.943 G_L1: 5.987 D_real: 0.279 D_fake: 0.112 +(epoch: 10, iters: 26256, time: 0.363, data: 0.016) G_GAN: 3.272 G_L1: 3.414 D_real: 0.038 D_fake: 0.405 +(epoch: 10, iters: 26356, time: 0.295, data: 0.017) G_GAN: 2.815 G_L1: 3.118 D_real: 0.735 D_fake: 0.064 +(epoch: 10, iters: 26456, time: 0.287, data: 0.019) G_GAN: 2.038 G_L1: 2.965 D_real: 0.651 D_fake: 0.276 +(epoch: 10, iters: 26556, time: 0.293, data: 0.015) G_GAN: 3.635 G_L1: 3.751 D_real: 0.050 D_fake: 0.168 +(epoch: 10, iters: 26656, time: 0.376, data: 0.017) G_GAN: 4.241 G_L1: 2.937 D_real: 0.150 D_fake: 0.343 +(epoch: 10, iters: 26756, time: 0.290, data: 0.017) G_GAN: 4.962 G_L1: 4.629 D_real: 0.011 D_fake: 0.061 +(epoch: 10, iters: 26856, time: 0.291, data: 0.016) G_GAN: 3.860 G_L1: 3.644 D_real: 0.401 D_fake: 0.110 +(epoch: 10, iters: 26956, time: 0.291, data: 0.017) G_GAN: 3.168 G_L1: 5.612 D_real: 0.156 D_fake: 0.151 +(epoch: 10, iters: 27056, time: 0.416, data: 0.015) G_GAN: 4.086 G_L1: 5.550 D_real: 0.600 D_fake: 0.036 +(epoch: 10, iters: 27156, time: 0.281, data: 0.018) G_GAN: 2.714 G_L1: 2.839 D_real: 0.115 D_fake: 0.393 +(epoch: 10, iters: 27256, time: 0.287, data: 0.020) G_GAN: 3.962 G_L1: 3.110 D_real: 0.273 D_fake: 0.069 +(epoch: 10, iters: 27356, time: 0.291, data: 0.016) G_GAN: 2.830 G_L1: 3.636 D_real: 0.288 D_fake: 0.131 +(epoch: 10, iters: 27456, time: 0.390, data: 0.017) G_GAN: 3.458 G_L1: 3.790 D_real: 0.002 D_fake: 0.249 +(epoch: 10, iters: 27556, time: 0.296, data: 0.017) G_GAN: 3.301 G_L1: 4.361 D_real: 0.046 D_fake: 0.478 +(epoch: 10, iters: 27656, time: 0.294, data: 0.020) G_GAN: 3.431 G_L1: 3.247 D_real: 0.148 D_fake: 0.316 +(epoch: 10, iters: 27756, time: 0.295, data: 0.016) G_GAN: 3.674 G_L1: 4.421 D_real: 0.092 D_fake: 0.107 +(epoch: 10, iters: 27856, time: 0.469, data: 0.016) G_GAN: 2.435 G_L1: 3.395 D_real: 0.106 D_fake: 0.443 +(epoch: 10, iters: 27956, time: 0.297, data: 0.018) G_GAN: 2.425 G_L1: 4.324 D_real: 0.242 D_fake: 0.205 +(epoch: 10, iters: 28056, time: 0.288, data: 0.016) G_GAN: 3.241 G_L1: 3.953 D_real: 0.151 D_fake: 0.211 +(epoch: 10, iters: 28156, time: 0.297, data: 0.015) G_GAN: 3.209 G_L1: 2.686 D_real: 0.470 D_fake: 0.049 +(epoch: 10, iters: 28256, time: 0.398, data: 0.016) G_GAN: 2.253 G_L1: 3.136 D_real: 0.423 D_fake: 0.112 +(epoch: 10, iters: 28356, time: 0.299, data: 0.018) G_GAN: 6.291 G_L1: 4.955 D_real: 0.298 D_fake: 0.351 +(epoch: 10, iters: 28456, time: 0.292, data: 0.016) G_GAN: 3.575 G_L1: 3.579 D_real: 0.041 D_fake: 0.082 +(epoch: 10, iters: 28556, time: 0.295, data: 0.018) G_GAN: 3.604 G_L1: 4.340 D_real: 0.007 D_fake: 0.219 +(epoch: 10, iters: 28656, time: 0.400, data: 0.016) G_GAN: 3.109 G_L1: 5.134 D_real: 0.128 D_fake: 0.137 +(epoch: 10, iters: 28756, time: 0.296, data: 0.022) G_GAN: 2.243 G_L1: 3.488 D_real: 0.479 D_fake: 0.148 +(epoch: 10, iters: 28856, time: 0.298, data: 0.016) G_GAN: 4.057 G_L1: 7.099 D_real: 0.202 D_fake: 0.334 +(epoch: 10, iters: 28956, time: 0.296, data: 0.017) G_GAN: 3.377 G_L1: 4.755 D_real: 0.239 D_fake: 0.109 +(epoch: 10, iters: 29056, time: 0.397, data: 0.016) G_GAN: 3.709 G_L1: 4.335 D_real: 0.542 D_fake: 0.272 +(epoch: 10, iters: 29156, time: 0.297, data: 0.016) G_GAN: 3.089 G_L1: 3.402 D_real: 0.103 D_fake: 0.585 +(epoch: 10, iters: 29256, time: 0.287, data: 0.017) G_GAN: 3.189 G_L1: 4.851 D_real: 0.006 D_fake: 0.569 +(epoch: 10, iters: 29356, time: 0.294, data: 0.019) G_GAN: 3.445 G_L1: 5.732 D_real: 0.005 D_fake: 0.106 +(epoch: 10, iters: 29456, time: 0.406, data: 0.017) G_GAN: 2.436 G_L1: 2.739 D_real: 0.260 D_fake: 0.185 +(epoch: 10, iters: 29556, time: 0.288, data: 0.018) G_GAN: 4.471 G_L1: 3.852 D_real: 1.038 D_fake: 0.046 +(epoch: 10, iters: 29656, time: 0.302, data: 0.016) G_GAN: 1.911 G_L1: 6.698 D_real: 0.154 D_fake: 0.167 +(epoch: 10, iters: 29756, time: 0.284, data: 0.017) G_GAN: 2.683 G_L1: 4.260 D_real: 0.522 D_fake: 0.088 +(epoch: 10, iters: 29856, time: 0.530, data: 0.023) G_GAN: 1.787 G_L1: 3.073 D_real: 0.605 D_fake: 0.081 +(epoch: 10, iters: 29956, time: 0.299, data: 0.019) G_GAN: 3.965 G_L1: 3.574 D_real: 0.168 D_fake: 0.036 +(epoch: 10, iters: 30056, time: 0.300, data: 0.020) G_GAN: 3.202 G_L1: 5.945 D_real: 0.652 D_fake: 0.025 +(epoch: 10, iters: 30156, time: 0.296, data: 0.023) G_GAN: 3.098 G_L1: 4.621 D_real: 0.201 D_fake: 0.188 +(epoch: 10, iters: 30256, time: 0.415, data: 0.023) G_GAN: 3.075 G_L1: 4.291 D_real: 0.198 D_fake: 0.354 +(epoch: 10, iters: 30356, time: 0.295, data: 0.018) G_GAN: 4.110 G_L1: 5.003 D_real: 0.039 D_fake: 0.131 +(epoch: 10, iters: 30456, time: 0.297, data: 0.024) G_GAN: 5.068 G_L1: 5.947 D_real: 0.006 D_fake: 1.869 +(epoch: 10, iters: 30556, time: 0.302, data: 0.017) G_GAN: 2.676 G_L1: 3.165 D_real: 0.598 D_fake: 0.120 +(epoch: 10, iters: 30656, time: 0.421, data: 0.018) G_GAN: 3.862 G_L1: 3.303 D_real: 0.315 D_fake: 0.094 +(epoch: 10, iters: 30756, time: 0.303, data: 0.018) G_GAN: 3.613 G_L1: 3.591 D_real: 0.035 D_fake: 0.156 +(epoch: 10, iters: 30856, time: 0.301, data: 0.018) G_GAN: 3.212 G_L1: 4.153 D_real: 0.155 D_fake: 0.076 +(epoch: 10, iters: 30956, time: 0.295, data: 0.017) G_GAN: 3.445 G_L1: 3.900 D_real: 0.338 D_fake: 0.054 +(epoch: 10, iters: 31056, time: 0.384, data: 0.016) G_GAN: 3.976 G_L1: 2.922 D_real: 0.728 D_fake: 0.021 +(epoch: 10, iters: 31156, time: 0.297, data: 0.024) G_GAN: 3.980 G_L1: 5.225 D_real: 0.184 D_fake: 0.197 +(epoch: 10, iters: 31256, time: 0.305, data: 0.027) G_GAN: 3.239 G_L1: 3.751 D_real: 0.103 D_fake: 0.073 +(epoch: 10, iters: 31356, time: 0.298, data: 0.017) G_GAN: 3.831 G_L1: 7.091 D_real: 0.341 D_fake: 0.049 +(epoch: 10, iters: 31456, time: 0.393, data: 0.017) G_GAN: 4.008 G_L1: 3.525 D_real: 0.409 D_fake: 0.015 +(epoch: 10, iters: 31556, time: 0.302, data: 0.017) G_GAN: 4.291 G_L1: 2.595 D_real: 0.014 D_fake: 0.074 +(epoch: 10, iters: 31656, time: 0.287, data: 0.016) G_GAN: 3.488 G_L1: 4.035 D_real: 0.043 D_fake: 0.345 +(epoch: 10, iters: 31756, time: 0.295, data: 0.015) G_GAN: 3.918 G_L1: 4.234 D_real: 0.023 D_fake: 0.349 +(epoch: 10, iters: 31856, time: 0.538, data: 0.016) G_GAN: 3.330 G_L1: 3.178 D_real: 0.218 D_fake: 0.071 +(epoch: 10, iters: 31956, time: 0.303, data: 0.020) G_GAN: 4.360 G_L1: 2.852 D_real: 0.070 D_fake: 0.123 +(epoch: 10, iters: 32056, time: 0.306, data: 0.017) G_GAN: 4.418 G_L1: 3.528 D_real: 0.374 D_fake: 0.053 +(epoch: 10, iters: 32156, time: 0.291, data: 0.017) G_GAN: 3.220 G_L1: 5.648 D_real: 0.075 D_fake: 0.123 +(epoch: 10, iters: 32256, time: 0.399, data: 0.016) G_GAN: 2.390 G_L1: 3.730 D_real: 0.644 D_fake: 0.059 +(epoch: 10, iters: 32356, time: 0.299, data: 0.017) G_GAN: 3.405 G_L1: 6.473 D_real: 0.452 D_fake: 0.419 +(epoch: 10, iters: 32456, time: 0.300, data: 0.025) G_GAN: 4.150 G_L1: 5.144 D_real: 0.027 D_fake: 0.159 +(epoch: 10, iters: 32556, time: 0.302, data: 0.022) G_GAN: 3.219 G_L1: 3.008 D_real: 0.041 D_fake: 0.355 +(epoch: 10, iters: 32656, time: 0.374, data: 0.017) G_GAN: 3.716 G_L1: 4.429 D_real: 0.219 D_fake: 0.190 +(epoch: 10, iters: 32756, time: 0.303, data: 0.018) G_GAN: 2.536 G_L1: 5.762 D_real: 0.364 D_fake: 0.099 +(epoch: 10, iters: 32856, time: 0.302, data: 0.018) G_GAN: 4.028 G_L1: 5.833 D_real: 0.748 D_fake: 0.260 +(epoch: 10, iters: 32956, time: 0.301, data: 0.019) G_GAN: 2.881 G_L1: 4.307 D_real: 0.224 D_fake: 0.104 +(epoch: 10, iters: 33056, time: 0.418, data: 0.021) G_GAN: 4.146 G_L1: 4.883 D_real: 0.015 D_fake: 1.396 +(epoch: 10, iters: 33156, time: 0.295, data: 0.018) G_GAN: 3.527 G_L1: 3.466 D_real: 0.015 D_fake: 0.548 +(epoch: 10, iters: 33256, time: 0.297, data: 0.018) G_GAN: 2.860 G_L1: 4.012 D_real: 0.126 D_fake: 0.334 +(epoch: 10, iters: 33356, time: 0.294, data: 0.016) G_GAN: 3.223 G_L1: 3.429 D_real: 0.236 D_fake: 0.124 +(epoch: 10, iters: 33456, time: 0.425, data: 0.017) G_GAN: 3.652 G_L1: 6.213 D_real: 0.053 D_fake: 0.102 +(epoch: 10, iters: 33556, time: 0.288, data: 0.023) G_GAN: 3.059 G_L1: 4.615 D_real: 0.271 D_fake: 0.053 +(epoch: 10, iters: 33656, time: 0.295, data: 0.015) G_GAN: 3.381 G_L1: 6.068 D_real: 0.200 D_fake: 0.315 +(epoch: 10, iters: 33756, time: 0.289, data: 0.020) G_GAN: 2.578 G_L1: 4.505 D_real: 0.142 D_fake: 0.320 +(epoch: 10, iters: 33856, time: 0.535, data: 0.014) G_GAN: 3.090 G_L1: 3.760 D_real: 0.119 D_fake: 0.059 +(epoch: 10, iters: 33956, time: 0.302, data: 0.019) G_GAN: 4.835 G_L1: 4.131 D_real: 0.020 D_fake: 0.081 +(epoch: 10, iters: 34056, time: 0.303, data: 0.017) G_GAN: 3.906 G_L1: 4.306 D_real: 0.167 D_fake: 0.336 +(epoch: 10, iters: 34156, time: 0.285, data: 0.017) G_GAN: 3.927 G_L1: 5.151 D_real: 0.056 D_fake: 0.226 +(epoch: 10, iters: 34256, time: 0.406, data: 0.016) G_GAN: 3.267 G_L1: 4.746 D_real: 0.317 D_fake: 0.099 +(epoch: 10, iters: 34356, time: 0.298, data: 0.018) G_GAN: 4.504 G_L1: 4.655 D_real: 0.105 D_fake: 0.084 +(epoch: 10, iters: 34456, time: 0.304, data: 0.017) G_GAN: 3.922 G_L1: 4.806 D_real: 0.048 D_fake: 0.050 +(epoch: 10, iters: 34556, time: 0.298, data: 0.019) G_GAN: 4.255 G_L1: 5.496 D_real: 0.020 D_fake: 0.064 +(epoch: 10, iters: 34656, time: 0.400, data: 0.016) G_GAN: 4.449 G_L1: 5.192 D_real: 0.022 D_fake: 0.058 +(epoch: 10, iters: 34756, time: 0.302, data: 0.022) G_GAN: 4.209 G_L1: 3.720 D_real: 0.028 D_fake: 0.036 +(epoch: 10, iters: 34856, time: 0.293, data: 0.016) G_GAN: 2.889 G_L1: 4.198 D_real: 0.238 D_fake: 0.334 +(epoch: 10, iters: 34956, time: 0.301, data: 0.020) G_GAN: 4.597 G_L1: 3.523 D_real: 0.083 D_fake: 0.016 +(epoch: 10, iters: 35056, time: 0.407, data: 0.017) G_GAN: 1.881 G_L1: 4.765 D_real: 0.441 D_fake: 0.087 +(epoch: 10, iters: 35156, time: 0.298, data: 0.023) G_GAN: 3.169 G_L1: 3.624 D_real: 0.038 D_fake: 0.327 +(epoch: 10, iters: 35256, time: 0.302, data: 0.017) G_GAN: 4.540 G_L1: 5.868 D_real: 0.147 D_fake: 0.039 +(epoch: 10, iters: 35356, time: 0.291, data: 0.021) G_GAN: 3.090 G_L1: 4.589 D_real: 0.411 D_fake: 0.030 +(epoch: 10, iters: 35456, time: 0.407, data: 0.016) G_GAN: 4.243 G_L1: 3.135 D_real: 0.134 D_fake: 0.078 +(epoch: 10, iters: 35556, time: 0.302, data: 0.017) G_GAN: 3.093 G_L1: 3.737 D_real: 0.050 D_fake: 0.276 +(epoch: 10, iters: 35656, time: 0.303, data: 0.017) G_GAN: 2.544 G_L1: 4.821 D_real: 0.127 D_fake: 0.111 +(epoch: 10, iters: 35756, time: 0.300, data: 0.018) G_GAN: 3.482 G_L1: 5.199 D_real: 0.501 D_fake: 0.097 +(epoch: 10, iters: 35856, time: 0.532, data: 0.019) G_GAN: 4.438 G_L1: 3.426 D_real: 0.125 D_fake: 0.451 +(epoch: 10, iters: 35956, time: 0.297, data: 0.019) G_GAN: 4.334 G_L1: 3.564 D_real: 0.259 D_fake: 0.100 +(epoch: 10, iters: 36056, time: 0.302, data: 0.021) G_GAN: 5.326 G_L1: 4.108 D_real: 0.035 D_fake: 0.033 +(epoch: 10, iters: 36156, time: 0.295, data: 0.020) G_GAN: 5.227 G_L1: 3.565 D_real: 0.111 D_fake: 1.093 +(epoch: 10, iters: 36256, time: 0.406, data: 0.015) G_GAN: 4.056 G_L1: 3.115 D_real: 0.079 D_fake: 0.399 +(epoch: 10, iters: 36356, time: 0.293, data: 0.020) G_GAN: 3.033 G_L1: 3.920 D_real: 0.113 D_fake: 0.373 +(epoch: 10, iters: 36456, time: 0.304, data: 0.016) G_GAN: 3.348 G_L1: 3.660 D_real: 0.356 D_fake: 0.084 +(epoch: 10, iters: 36556, time: 0.300, data: 0.018) G_GAN: 3.579 G_L1: 3.288 D_real: 0.143 D_fake: 0.236 +(epoch: 10, iters: 36656, time: 0.404, data: 0.017) G_GAN: 4.654 G_L1: 3.343 D_real: 0.087 D_fake: 0.116 +(epoch: 10, iters: 36756, time: 0.298, data: 0.020) G_GAN: 3.167 G_L1: 5.624 D_real: 0.067 D_fake: 0.480 +(epoch: 10, iters: 36856, time: 0.303, data: 0.016) G_GAN: 3.548 G_L1: 5.028 D_real: 0.021 D_fake: 0.965 +(epoch: 10, iters: 36956, time: 0.298, data: 0.018) G_GAN: 4.418 G_L1: 3.183 D_real: 0.096 D_fake: 0.059 +(epoch: 10, iters: 37056, time: 0.378, data: 0.018) G_GAN: 4.735 G_L1: 3.803 D_real: 0.017 D_fake: 0.046 +(epoch: 10, iters: 37156, time: 0.303, data: 0.019) G_GAN: 3.731 G_L1: 4.184 D_real: 0.019 D_fake: 0.236 +(epoch: 10, iters: 37256, time: 0.304, data: 0.023) G_GAN: 3.579 G_L1: 3.772 D_real: 0.112 D_fake: 0.327 +(epoch: 10, iters: 37356, time: 0.295, data: 0.018) G_GAN: 3.419 G_L1: 4.485 D_real: 0.276 D_fake: 0.543 +(epoch: 10, iters: 37456, time: 0.404, data: 0.017) G_GAN: 3.542 G_L1: 5.350 D_real: 0.260 D_fake: 0.372 +(epoch: 10, iters: 37556, time: 0.306, data: 0.020) G_GAN: 2.717 G_L1: 4.873 D_real: 0.164 D_fake: 0.304 +(epoch: 10, iters: 37656, time: 0.303, data: 0.021) G_GAN: 4.895 G_L1: 5.171 D_real: 0.010 D_fake: 0.278 +(epoch: 10, iters: 37756, time: 0.292, data: 0.017) G_GAN: 2.476 G_L1: 3.691 D_real: 0.491 D_fake: 0.091 +(epoch: 10, iters: 37856, time: 0.546, data: 0.018) G_GAN: 2.288 G_L1: 4.117 D_real: 0.487 D_fake: 0.076 +(epoch: 10, iters: 37956, time: 0.305, data: 0.019) G_GAN: 2.309 G_L1: 3.731 D_real: 0.086 D_fake: 0.372 +(epoch: 10, iters: 38056, time: 0.303, data: 0.017) G_GAN: 2.999 G_L1: 4.044 D_real: 0.094 D_fake: 0.339 +(epoch: 10, iters: 38156, time: 0.297, data: 0.017) G_GAN: 3.296 G_L1: 2.694 D_real: 0.453 D_fake: 0.136 +(epoch: 10, iters: 38256, time: 0.418, data: 0.016) G_GAN: 2.535 G_L1: 3.614 D_real: 0.554 D_fake: 0.146 +(epoch: 10, iters: 38356, time: 0.297, data: 0.018) G_GAN: 3.752 G_L1: 3.762 D_real: 0.057 D_fake: 0.195 +(epoch: 10, iters: 38456, time: 0.297, data: 0.016) G_GAN: 2.738 G_L1: 3.918 D_real: 0.269 D_fake: 0.130 +(epoch: 10, iters: 38556, time: 0.302, data: 0.019) G_GAN: 3.971 G_L1: 3.817 D_real: 0.084 D_fake: 0.234 +(epoch: 10, iters: 38656, time: 0.410, data: 0.018) G_GAN: 3.127 G_L1: 3.201 D_real: 0.313 D_fake: 0.094 +(epoch: 10, iters: 38756, time: 0.305, data: 0.018) G_GAN: 3.565 G_L1: 5.363 D_real: 0.152 D_fake: 0.085 +(epoch: 10, iters: 38856, time: 0.301, data: 0.022) G_GAN: 4.998 G_L1: 4.200 D_real: 0.339 D_fake: 0.104 +(epoch: 10, iters: 38956, time: 0.287, data: 0.018) G_GAN: 4.167 G_L1: 3.730 D_real: 0.019 D_fake: 0.350 +(epoch: 10, iters: 39056, time: 0.373, data: 0.022) G_GAN: 4.221 G_L1: 4.800 D_real: 0.340 D_fake: 0.483 +(epoch: 10, iters: 39156, time: 0.301, data: 0.019) G_GAN: 1.413 G_L1: 3.752 D_real: 0.340 D_fake: 0.242 +(epoch: 10, iters: 39256, time: 0.296, data: 0.017) G_GAN: 2.273 G_L1: 3.080 D_real: 0.430 D_fake: 0.142 +(epoch: 10, iters: 39356, time: 0.301, data: 0.016) G_GAN: 1.907 G_L1: 3.080 D_real: 0.326 D_fake: 0.309 +(epoch: 10, iters: 39456, time: 0.407, data: 0.017) G_GAN: 2.815 G_L1: 2.983 D_real: 0.516 D_fake: 0.194 +(epoch: 10, iters: 39556, time: 0.297, data: 0.018) G_GAN: 3.973 G_L1: 7.297 D_real: 0.063 D_fake: 0.228 +(epoch: 10, iters: 39656, time: 0.305, data: 0.017) G_GAN: 3.632 G_L1: 2.808 D_real: 0.200 D_fake: 0.183 +(epoch: 10, iters: 39756, time: 0.301, data: 0.020) G_GAN: 3.734 G_L1: 3.124 D_real: 0.671 D_fake: 0.228 +(epoch: 10, iters: 39856, time: 0.527, data: 0.017) G_GAN: 3.644 G_L1: 4.187 D_real: 0.118 D_fake: 0.122 +(epoch: 10, iters: 39956, time: 0.306, data: 0.020) G_GAN: 3.354 G_L1: 4.695 D_real: 0.017 D_fake: 0.485 +(epoch: 10, iters: 40056, time: 0.309, data: 0.016) G_GAN: 3.309 G_L1: 3.641 D_real: 0.311 D_fake: 0.112 +(epoch: 10, iters: 40156, time: 0.297, data: 0.018) G_GAN: 4.495 G_L1: 5.932 D_real: 0.069 D_fake: 1.052 +(epoch: 10, iters: 40256, time: 0.409, data: 0.017) G_GAN: 3.989 G_L1: 3.587 D_real: 0.786 D_fake: 0.079 +(epoch: 10, iters: 40356, time: 0.305, data: 0.018) G_GAN: 3.711 G_L1: 4.781 D_real: 0.029 D_fake: 0.274 +(epoch: 10, iters: 40456, time: 0.301, data: 0.017) G_GAN: 2.469 G_L1: 3.238 D_real: 0.341 D_fake: 0.443 +(epoch: 10, iters: 40556, time: 0.302, data: 0.017) G_GAN: 3.810 G_L1: 3.820 D_real: 0.149 D_fake: 0.081 +(epoch: 10, iters: 40656, time: 0.370, data: 0.018) G_GAN: 3.409 G_L1: 3.485 D_real: 0.916 D_fake: 0.023 +(epoch: 10, iters: 40756, time: 0.303, data: 0.018) G_GAN: 2.491 G_L1: 4.614 D_real: 0.163 D_fake: 0.595 +(epoch: 10, iters: 40856, time: 0.303, data: 0.016) G_GAN: 3.876 G_L1: 4.276 D_real: 0.146 D_fake: 0.059 +(epoch: 10, iters: 40956, time: 0.301, data: 0.021) G_GAN: 3.782 G_L1: 4.367 D_real: 0.071 D_fake: 0.119 +(epoch: 10, iters: 41056, time: 0.417, data: 0.024) G_GAN: 3.295 G_L1: 3.670 D_real: 0.063 D_fake: 0.308 +(epoch: 10, iters: 41156, time: 0.292, data: 0.018) G_GAN: 3.043 G_L1: 4.885 D_real: 0.015 D_fake: 0.359 +(epoch: 10, iters: 41256, time: 0.293, data: 0.023) G_GAN: 3.464 G_L1: 4.226 D_real: 0.028 D_fake: 0.135 +(epoch: 10, iters: 41356, time: 0.302, data: 0.016) G_GAN: 3.458 G_L1: 4.500 D_real: 0.555 D_fake: 0.031 +(epoch: 10, iters: 41456, time: 0.408, data: 0.018) G_GAN: 4.615 G_L1: 3.981 D_real: 0.215 D_fake: 0.026 +(epoch: 10, iters: 41556, time: 0.298, data: 0.018) G_GAN: 3.920 G_L1: 4.226 D_real: 0.052 D_fake: 0.122 +(epoch: 10, iters: 41656, time: 0.297, data: 0.019) G_GAN: 3.258 G_L1: 3.716 D_real: 0.328 D_fake: 0.074 +(epoch: 10, iters: 41756, time: 0.303, data: 0.019) G_GAN: 3.720 G_L1: 4.843 D_real: 0.152 D_fake: 0.182 +(epoch: 10, iters: 41856, time: 0.531, data: 0.018) G_GAN: 2.163 G_L1: 4.101 D_real: 0.138 D_fake: 0.265 +(epoch: 10, iters: 41956, time: 0.302, data: 0.020) G_GAN: 4.095 G_L1: 5.171 D_real: 0.080 D_fake: 0.070 +(epoch: 10, iters: 42056, time: 0.301, data: 0.022) G_GAN: 1.635 G_L1: 4.610 D_real: 0.952 D_fake: 0.052 +(epoch: 10, iters: 42156, time: 0.298, data: 0.018) G_GAN: 2.520 G_L1: 4.386 D_real: 0.365 D_fake: 0.123 +(epoch: 10, iters: 42256, time: 0.409, data: 0.019) G_GAN: 2.742 G_L1: 5.601 D_real: 0.784 D_fake: 0.062 +(epoch: 10, iters: 42356, time: 0.307, data: 0.033) G_GAN: 4.112 G_L1: 4.584 D_real: 0.164 D_fake: 0.047 +(epoch: 10, iters: 42456, time: 0.301, data: 0.018) G_GAN: 3.417 G_L1: 3.460 D_real: 0.252 D_fake: 0.170 +(epoch: 10, iters: 42556, time: 0.302, data: 0.018) G_GAN: 3.461 G_L1: 5.500 D_real: 0.605 D_fake: 0.117 +(epoch: 10, iters: 42656, time: 0.415, data: 0.020) G_GAN: 6.397 G_L1: 5.384 D_real: 0.005 D_fake: 0.026 +(epoch: 10, iters: 42756, time: 0.309, data: 0.026) G_GAN: 4.514 G_L1: 6.917 D_real: 0.025 D_fake: 0.306 +(epoch: 10, iters: 42856, time: 0.295, data: 0.021) G_GAN: 2.161 G_L1: 3.808 D_real: 0.765 D_fake: 0.124 +(epoch: 10, iters: 42956, time: 0.300, data: 0.017) G_GAN: 3.838 G_L1: 4.358 D_real: 0.208 D_fake: 0.052 +(epoch: 10, iters: 43056, time: 0.408, data: 0.017) G_GAN: 2.886 G_L1: 3.009 D_real: 0.334 D_fake: 0.237 +(epoch: 10, iters: 43156, time: 0.305, data: 0.018) G_GAN: 3.070 G_L1: 3.768 D_real: 0.372 D_fake: 0.200 +(epoch: 10, iters: 43256, time: 0.291, data: 0.017) G_GAN: 2.500 G_L1: 3.941 D_real: 0.338 D_fake: 0.291 +(epoch: 10, iters: 43356, time: 0.301, data: 0.020) G_GAN: 3.496 G_L1: 3.670 D_real: 0.326 D_fake: 0.225 +(epoch: 10, iters: 43456, time: 0.375, data: 0.019) G_GAN: 3.404 G_L1: 3.333 D_real: 0.039 D_fake: 0.235 +(epoch: 10, iters: 43556, time: 0.292, data: 0.024) G_GAN: 2.394 G_L1: 4.447 D_real: 0.173 D_fake: 0.217 +(epoch: 10, iters: 43656, time: 0.303, data: 0.016) G_GAN: 2.957 G_L1: 4.638 D_real: 0.108 D_fake: 0.209 +(epoch: 10, iters: 43756, time: 0.301, data: 0.022) G_GAN: 4.007 G_L1: 4.959 D_real: 0.035 D_fake: 0.130 +(epoch: 10, iters: 43856, time: 0.532, data: 0.019) G_GAN: 4.413 G_L1: 5.194 D_real: 0.176 D_fake: 0.198 +(epoch: 10, iters: 43956, time: 0.297, data: 0.019) G_GAN: 3.730 G_L1: 3.115 D_real: 0.195 D_fake: 0.071 +(epoch: 10, iters: 44056, time: 0.294, data: 0.016) G_GAN: 1.630 G_L1: 3.233 D_real: 1.035 D_fake: 0.206 +(epoch: 10, iters: 44156, time: 0.304, data: 0.026) G_GAN: 3.811 G_L1: 3.066 D_real: 0.680 D_fake: 0.196 +(epoch: 10, iters: 44256, time: 0.421, data: 0.017) G_GAN: 3.276 G_L1: 8.324 D_real: 0.033 D_fake: 0.470 +(epoch: 10, iters: 44356, time: 0.290, data: 0.018) G_GAN: 3.561 G_L1: 4.279 D_real: 0.011 D_fake: 0.129 +(epoch: 10, iters: 44456, time: 0.303, data: 0.017) G_GAN: 2.705 G_L1: 9.531 D_real: 0.250 D_fake: 0.118 +(epoch: 10, iters: 44556, time: 0.288, data: 0.020) G_GAN: 2.907 G_L1: 3.522 D_real: 1.006 D_fake: 0.245 +(epoch: 10, iters: 44656, time: 0.397, data: 0.015) G_GAN: 4.143 G_L1: 3.734 D_real: 0.057 D_fake: 0.028 +(epoch: 10, iters: 44756, time: 0.304, data: 0.018) G_GAN: 3.556 G_L1: 3.632 D_real: 0.346 D_fake: 0.061 +(epoch: 10, iters: 44856, time: 0.291, data: 0.017) G_GAN: 3.424 G_L1: 4.564 D_real: 0.122 D_fake: 0.122 +(epoch: 10, iters: 44956, time: 0.291, data: 0.018) G_GAN: 4.046 G_L1: 5.894 D_real: 0.050 D_fake: 0.140 +(epoch: 10, iters: 45056, time: 0.412, data: 0.020) G_GAN: 3.647 G_L1: 3.909 D_real: 0.028 D_fake: 0.180 +(epoch: 10, iters: 45156, time: 0.287, data: 0.026) G_GAN: 3.916 G_L1: 3.677 D_real: 0.319 D_fake: 0.288 +(epoch: 10, iters: 45256, time: 0.304, data: 0.015) G_GAN: 2.727 G_L1: 3.368 D_real: 0.077 D_fake: 0.315 +(epoch: 10, iters: 45356, time: 0.306, data: 0.018) G_GAN: 3.715 G_L1: 2.882 D_real: 0.082 D_fake: 0.055 +(epoch: 10, iters: 45456, time: 0.408, data: 0.017) G_GAN: 3.635 G_L1: 3.403 D_real: 0.097 D_fake: 0.113 +(epoch: 10, iters: 45556, time: 0.300, data: 0.019) G_GAN: 3.060 G_L1: 4.174 D_real: 0.189 D_fake: 0.103 +(epoch: 10, iters: 45656, time: 0.300, data: 0.018) G_GAN: 4.149 G_L1: 7.262 D_real: 0.822 D_fake: 0.021 +(epoch: 10, iters: 45756, time: 0.297, data: 0.017) G_GAN: 3.496 G_L1: 3.427 D_real: 0.315 D_fake: 0.617 +(epoch: 10, iters: 45856, time: 0.538, data: 0.021) G_GAN: 3.381 G_L1: 3.371 D_real: 0.036 D_fake: 0.340 +(epoch: 10, iters: 45956, time: 0.302, data: 0.019) G_GAN: 1.750 G_L1: 3.398 D_real: 1.696 D_fake: 0.178 +(epoch: 10, iters: 46056, time: 0.300, data: 0.018) G_GAN: 2.863 G_L1: 2.749 D_real: 0.219 D_fake: 0.400 +(epoch: 10, iters: 46156, time: 0.303, data: 0.018) G_GAN: 3.955 G_L1: 3.900 D_real: 0.484 D_fake: 0.087 +(epoch: 10, iters: 46256, time: 0.409, data: 0.017) G_GAN: 2.931 G_L1: 4.005 D_real: 0.137 D_fake: 0.079 +(epoch: 10, iters: 46356, time: 0.297, data: 0.019) G_GAN: 3.153 G_L1: 3.626 D_real: 0.038 D_fake: 0.171 +(epoch: 10, iters: 46456, time: 0.298, data: 0.018) G_GAN: 3.421 G_L1: 4.432 D_real: 0.026 D_fake: 0.178 +(epoch: 10, iters: 46556, time: 0.301, data: 0.017) G_GAN: 3.319 G_L1: 3.351 D_real: 0.191 D_fake: 0.091 +(epoch: 10, iters: 46656, time: 0.410, data: 0.018) G_GAN: 4.182 G_L1: 4.256 D_real: 0.208 D_fake: 0.043 +(epoch: 10, iters: 46756, time: 0.301, data: 0.024) G_GAN: 3.397 G_L1: 3.646 D_real: 0.212 D_fake: 0.232 +(epoch: 10, iters: 46856, time: 0.306, data: 0.017) G_GAN: 3.616 G_L1: 3.779 D_real: 0.096 D_fake: 0.177 +(epoch: 10, iters: 46956, time: 0.291, data: 0.017) G_GAN: 3.150 G_L1: 3.428 D_real: 0.529 D_fake: 0.044 +(epoch: 10, iters: 47056, time: 0.407, data: 0.019) G_GAN: 3.379 G_L1: 3.322 D_real: 0.390 D_fake: 0.073 +(epoch: 10, iters: 47156, time: 0.294, data: 0.019) G_GAN: 3.053 G_L1: 2.406 D_real: 0.100 D_fake: 0.238 +(epoch: 10, iters: 47256, time: 0.293, data: 0.016) G_GAN: 4.491 G_L1: 3.954 D_real: 0.237 D_fake: 0.057 +(epoch: 10, iters: 47356, time: 0.302, data: 0.017) G_GAN: 3.266 G_L1: 4.933 D_real: 0.833 D_fake: 0.012 +(epoch: 10, iters: 47456, time: 0.405, data: 0.017) G_GAN: 4.805 G_L1: 4.014 D_real: 0.110 D_fake: 0.050 +(epoch: 10, iters: 47556, time: 0.305, data: 0.018) G_GAN: 4.996 G_L1: 3.744 D_real: 0.055 D_fake: 0.015 +(epoch: 10, iters: 47656, time: 0.292, data: 0.018) G_GAN: 3.369 G_L1: 2.580 D_real: 0.041 D_fake: 0.597 +(epoch: 10, iters: 47756, time: 0.291, data: 0.017) G_GAN: 2.859 G_L1: 3.273 D_real: 0.227 D_fake: 0.120 +(epoch: 10, iters: 47856, time: 0.525, data: 0.018) G_GAN: 3.847 G_L1: 3.300 D_real: 0.073 D_fake: 0.247 +(epoch: 10, iters: 47956, time: 0.291, data: 0.017) G_GAN: 3.455 G_L1: 2.924 D_real: 0.081 D_fake: 0.526 +(epoch: 10, iters: 48056, time: 0.300, data: 0.020) G_GAN: 2.997 G_L1: 3.626 D_real: 0.410 D_fake: 0.144 +(epoch: 10, iters: 48156, time: 0.289, data: 0.019) G_GAN: 4.018 G_L1: 4.070 D_real: 0.099 D_fake: 0.071 +(epoch: 10, iters: 48256, time: 0.404, data: 0.017) G_GAN: 2.585 G_L1: 2.415 D_real: 0.361 D_fake: 0.324 +(epoch: 10, iters: 48356, time: 0.296, data: 0.019) G_GAN: 4.356 G_L1: 5.752 D_real: 0.520 D_fake: 0.052 +(epoch: 10, iters: 48456, time: 0.299, data: 0.031) G_GAN: 3.953 G_L1: 3.278 D_real: 0.023 D_fake: 0.114 +(epoch: 10, iters: 48556, time: 0.301, data: 0.017) G_GAN: 3.692 G_L1: 2.693 D_real: 0.233 D_fake: 0.104 +(epoch: 10, iters: 48656, time: 0.413, data: 0.017) G_GAN: 4.482 G_L1: 5.380 D_real: 0.016 D_fake: 0.082 +(epoch: 10, iters: 48756, time: 0.302, data: 0.018) G_GAN: 3.202 G_L1: 2.405 D_real: 0.081 D_fake: 0.831 +(epoch: 10, iters: 48856, time: 0.302, data: 0.017) G_GAN: 3.219 G_L1: 4.237 D_real: 0.281 D_fake: 0.083 +(epoch: 10, iters: 48956, time: 0.304, data: 0.017) G_GAN: 5.059 G_L1: 4.077 D_real: 0.028 D_fake: 0.205 +(epoch: 10, iters: 49056, time: 0.418, data: 0.018) G_GAN: 4.901 G_L1: 6.174 D_real: 0.513 D_fake: 0.018 +(epoch: 10, iters: 49156, time: 0.296, data: 0.018) G_GAN: 3.808 G_L1: 3.433 D_real: 0.284 D_fake: 0.024 +(epoch: 10, iters: 49256, time: 0.293, data: 0.018) G_GAN: 2.863 G_L1: 5.173 D_real: 0.376 D_fake: 0.122 +(epoch: 10, iters: 49356, time: 0.300, data: 0.018) G_GAN: 5.267 G_L1: 6.482 D_real: 0.075 D_fake: 0.245 +(epoch: 10, iters: 49456, time: 0.419, data: 0.017) G_GAN: 4.555 G_L1: 4.344 D_real: 0.062 D_fake: 0.587 +(epoch: 10, iters: 49556, time: 0.304, data: 0.019) G_GAN: 5.974 G_L1: 4.690 D_real: 0.142 D_fake: 0.004 +(epoch: 10, iters: 49656, time: 0.301, data: 0.017) G_GAN: 2.925 G_L1: 2.745 D_real: 0.264 D_fake: 0.086 +(epoch: 10, iters: 49756, time: 0.296, data: 0.016) G_GAN: 3.392 G_L1: 6.330 D_real: 0.042 D_fake: 0.166 +(epoch: 10, iters: 49856, time: 0.489, data: 0.015) G_GAN: 2.311 G_L1: 3.631 D_real: 0.363 D_fake: 0.303 +(epoch: 10, iters: 49956, time: 0.305, data: 0.019) G_GAN: 2.444 G_L1: 4.282 D_real: 0.722 D_fake: 0.071 +(epoch: 10, iters: 50056, time: 0.288, data: 0.018) G_GAN: 3.253 G_L1: 3.919 D_real: 0.325 D_fake: 0.158 +(epoch: 10, iters: 50156, time: 0.286, data: 0.016) G_GAN: 3.400 G_L1: 3.575 D_real: 0.014 D_fake: 0.071 +(epoch: 10, iters: 50256, time: 0.417, data: 0.018) G_GAN: 4.167 G_L1: 2.789 D_real: 0.396 D_fake: 0.028 +(epoch: 10, iters: 50356, time: 0.290, data: 0.019) G_GAN: 2.578 G_L1: 2.835 D_real: 0.170 D_fake: 0.286 +(epoch: 10, iters: 50456, time: 0.292, data: 0.016) G_GAN: 3.200 G_L1: 5.097 D_real: 0.854 D_fake: 0.219 +(epoch: 10, iters: 50556, time: 0.300, data: 0.017) G_GAN: 3.527 G_L1: 3.552 D_real: 0.006 D_fake: 0.144 +(epoch: 10, iters: 50656, time: 0.388, data: 0.017) G_GAN: 3.303 G_L1: 1.864 D_real: 0.139 D_fake: 0.538 +(epoch: 10, iters: 50756, time: 0.301, data: 0.019) G_GAN: 4.095 G_L1: 5.496 D_real: 0.043 D_fake: 0.044 +(epoch: 10, iters: 50856, time: 0.297, data: 0.018) G_GAN: 4.328 G_L1: 4.052 D_real: 0.385 D_fake: 0.231 +(epoch: 10, iters: 50956, time: 0.297, data: 0.017) G_GAN: 3.301 G_L1: 3.387 D_real: 0.055 D_fake: 0.434 +(epoch: 10, iters: 51056, time: 0.399, data: 0.015) G_GAN: 2.405 G_L1: 3.747 D_real: 0.480 D_fake: 0.071 +(epoch: 10, iters: 51156, time: 0.290, data: 0.017) G_GAN: 3.728 G_L1: 3.801 D_real: 0.141 D_fake: 0.065 +(epoch: 10, iters: 51256, time: 0.299, data: 0.017) G_GAN: 3.999 G_L1: 5.366 D_real: 0.081 D_fake: 0.635 +(epoch: 10, iters: 51356, time: 0.301, data: 0.018) G_GAN: 2.477 G_L1: 3.917 D_real: 0.201 D_fake: 0.284 +(epoch: 10, iters: 51456, time: 0.419, data: 0.017) G_GAN: 3.691 G_L1: 3.379 D_real: 0.085 D_fake: 0.120 +(epoch: 10, iters: 51556, time: 0.302, data: 0.022) G_GAN: 4.075 G_L1: 2.631 D_real: 0.026 D_fake: 0.076 +(epoch: 10, iters: 51656, time: 0.294, data: 0.022) G_GAN: 3.250 G_L1: 3.124 D_real: 0.172 D_fake: 0.229 +(epoch: 10, iters: 51756, time: 0.296, data: 0.019) G_GAN: 3.960 G_L1: 3.999 D_real: 0.177 D_fake: 0.130 +(epoch: 10, iters: 51856, time: 0.542, data: 0.016) G_GAN: 1.799 G_L1: 4.122 D_real: 0.884 D_fake: 0.070 +(epoch: 10, iters: 51956, time: 0.302, data: 0.018) G_GAN: 4.946 G_L1: 6.694 D_real: 0.288 D_fake: 0.331 +(epoch: 10, iters: 52056, time: 0.282, data: 0.018) G_GAN: 5.052 G_L1: 4.555 D_real: 0.073 D_fake: 0.248 +(epoch: 10, iters: 52156, time: 0.301, data: 0.019) G_GAN: 3.290 G_L1: 5.997 D_real: 0.110 D_fake: 0.524 +(epoch: 10, iters: 52256, time: 0.415, data: 0.021) G_GAN: 3.101 G_L1: 3.760 D_real: 0.292 D_fake: 0.104 +(epoch: 10, iters: 52356, time: 0.287, data: 0.019) G_GAN: 4.742 G_L1: 5.293 D_real: 0.142 D_fake: 0.020 +(epoch: 10, iters: 52456, time: 0.299, data: 0.018) G_GAN: 3.267 G_L1: 5.368 D_real: 0.165 D_fake: 0.290 +(epoch: 10, iters: 52556, time: 0.295, data: 0.015) G_GAN: 2.966 G_L1: 4.705 D_real: 0.883 D_fake: 0.035 +(epoch: 10, iters: 52656, time: 0.417, data: 0.017) G_GAN: 2.582 G_L1: 4.247 D_real: 0.522 D_fake: 0.111 +(epoch: 10, iters: 52756, time: 0.301, data: 0.019) G_GAN: 3.008 G_L1: 3.511 D_real: 0.355 D_fake: 0.443 +(epoch: 10, iters: 52856, time: 0.296, data: 0.020) G_GAN: 3.765 G_L1: 5.969 D_real: 0.088 D_fake: 0.335 +(epoch: 10, iters: 52956, time: 0.296, data: 0.018) G_GAN: 3.839 G_L1: 4.984 D_real: 0.224 D_fake: 0.045 +(epoch: 10, iters: 53056, time: 0.401, data: 0.016) G_GAN: 3.362 G_L1: 4.209 D_real: 0.264 D_fake: 0.049 +(epoch: 10, iters: 53156, time: 0.292, data: 0.018) G_GAN: 2.993 G_L1: 3.805 D_real: 0.852 D_fake: 0.004 +(epoch: 10, iters: 53256, time: 0.304, data: 0.017) G_GAN: 3.110 G_L1: 4.211 D_real: 0.003 D_fake: 0.102 +(epoch: 10, iters: 53356, time: 0.300, data: 0.017) G_GAN: 1.425 G_L1: 3.534 D_real: 0.771 D_fake: 0.093 +(epoch: 10, iters: 53456, time: 0.391, data: 0.021) G_GAN: 6.601 G_L1: 2.880 D_real: 0.444 D_fake: 0.006 +(epoch: 10, iters: 53556, time: 0.299, data: 0.018) G_GAN: 3.877 G_L1: 4.138 D_real: 0.115 D_fake: 0.111 +(epoch: 10, iters: 53656, time: 0.297, data: 0.036) G_GAN: 4.171 G_L1: 6.907 D_real: 0.032 D_fake: 0.075 +(epoch: 10, iters: 53756, time: 0.302, data: 0.033) G_GAN: 4.763 G_L1: 3.764 D_real: 0.049 D_fake: 0.033 +(epoch: 10, iters: 53856, time: 0.521, data: 0.019) G_GAN: 3.751 G_L1: 4.362 D_real: 0.274 D_fake: 0.100 +(epoch: 10, iters: 53956, time: 0.298, data: 0.019) G_GAN: 3.805 G_L1: 5.882 D_real: 0.169 D_fake: 0.166 +(epoch: 10, iters: 54056, time: 0.302, data: 0.015) G_GAN: 3.134 G_L1: 3.248 D_real: 0.143 D_fake: 0.232 +(epoch: 10, iters: 54156, time: 0.293, data: 0.017) G_GAN: 5.442 G_L1: 4.933 D_real: 0.006 D_fake: 0.092 +(epoch: 10, iters: 54256, time: 0.381, data: 0.017) G_GAN: 3.611 G_L1: 3.724 D_real: 0.073 D_fake: 0.255 +(epoch: 10, iters: 54356, time: 0.290, data: 0.017) G_GAN: 6.573 G_L1: 3.987 D_real: 0.206 D_fake: 0.564 +(epoch: 10, iters: 54456, time: 0.295, data: 0.015) G_GAN: 4.202 G_L1: 3.368 D_real: 0.029 D_fake: 0.142 +(epoch: 10, iters: 54556, time: 0.303, data: 0.016) G_GAN: 3.808 G_L1: 4.842 D_real: 0.281 D_fake: 0.066 +(epoch: 10, iters: 54656, time: 0.431, data: 0.017) G_GAN: 2.976 G_L1: 5.071 D_real: 0.048 D_fake: 0.195 +(epoch: 10, iters: 54756, time: 0.301, data: 0.019) G_GAN: 3.871 G_L1: 5.339 D_real: 0.092 D_fake: 0.084 +(epoch: 10, iters: 54856, time: 0.299, data: 0.016) G_GAN: 6.159 G_L1: 4.381 D_real: 0.118 D_fake: 0.495 +(epoch: 10, iters: 54956, time: 0.292, data: 0.018) G_GAN: 2.461 G_L1: 4.533 D_real: 0.196 D_fake: 0.195 +(epoch: 10, iters: 55056, time: 0.416, data: 0.016) G_GAN: 3.197 G_L1: 3.751 D_real: 0.470 D_fake: 0.247 +(epoch: 10, iters: 55156, time: 0.300, data: 0.019) G_GAN: 2.776 G_L1: 3.813 D_real: 0.224 D_fake: 0.182 +(epoch: 10, iters: 55256, time: 0.303, data: 0.019) G_GAN: 2.840 G_L1: 2.844 D_real: 0.083 D_fake: 0.326 +(epoch: 10, iters: 55356, time: 0.303, data: 0.016) G_GAN: 3.397 G_L1: 4.073 D_real: 0.021 D_fake: 0.125 +(epoch: 10, iters: 55456, time: 0.423, data: 0.017) G_GAN: 5.529 G_L1: 7.527 D_real: 0.001 D_fake: 0.343 +(epoch: 10, iters: 55556, time: 0.306, data: 0.019) G_GAN: 2.822 G_L1: 3.303 D_real: 0.188 D_fake: 0.195 +(epoch: 10, iters: 55656, time: 0.295, data: 0.019) G_GAN: 5.529 G_L1: 6.561 D_real: 0.036 D_fake: 0.017 +(epoch: 10, iters: 55756, time: 0.302, data: 0.022) G_GAN: 3.843 G_L1: 3.109 D_real: 0.039 D_fake: 0.047 +(epoch: 10, iters: 55856, time: 0.540, data: 0.016) G_GAN: 3.884 G_L1: 3.744 D_real: 0.225 D_fake: 0.055 +(epoch: 10, iters: 55956, time: 0.303, data: 0.018) G_GAN: 4.046 G_L1: 4.703 D_real: 0.022 D_fake: 0.069 +(epoch: 10, iters: 56056, time: 0.300, data: 0.017) G_GAN: 4.794 G_L1: 3.698 D_real: 0.103 D_fake: 0.080 +(epoch: 10, iters: 56156, time: 0.301, data: 0.016) G_GAN: 3.994 G_L1: 4.996 D_real: 0.099 D_fake: 0.146 +(epoch: 10, iters: 56256, time: 0.406, data: 0.017) G_GAN: 4.643 G_L1: 3.157 D_real: 0.145 D_fake: 0.695 +(epoch: 10, iters: 56356, time: 0.293, data: 0.020) G_GAN: 4.228 G_L1: 4.227 D_real: 0.017 D_fake: 0.443 +(epoch: 10, iters: 56456, time: 0.303, data: 0.018) G_GAN: 3.714 G_L1: 4.117 D_real: 0.240 D_fake: 0.049 +(epoch: 10, iters: 56556, time: 0.290, data: 0.017) G_GAN: 3.412 G_L1: 5.150 D_real: 0.315 D_fake: 0.061 +(epoch: 10, iters: 56656, time: 0.380, data: 0.016) G_GAN: 4.351 G_L1: 3.381 D_real: 0.049 D_fake: 0.246 +(epoch: 10, iters: 56756, time: 0.303, data: 0.023) G_GAN: 2.986 G_L1: 4.993 D_real: 0.215 D_fake: 0.177 +(epoch: 10, iters: 56856, time: 0.290, data: 0.018) G_GAN: 2.135 G_L1: 3.555 D_real: 0.624 D_fake: 0.066 +(epoch: 10, iters: 56956, time: 0.301, data: 0.018) G_GAN: 3.314 G_L1: 6.118 D_real: 0.049 D_fake: 0.096 +(epoch: 10, iters: 57056, time: 0.420, data: 0.019) G_GAN: 5.877 G_L1: 9.120 D_real: 0.033 D_fake: 0.136 +(epoch: 10, iters: 57156, time: 0.301, data: 0.018) G_GAN: 4.432 G_L1: 3.697 D_real: 0.256 D_fake: 0.040 +(epoch: 10, iters: 57256, time: 0.293, data: 0.017) G_GAN: 3.217 G_L1: 3.531 D_real: 0.462 D_fake: 0.100 +(epoch: 10, iters: 57356, time: 0.303, data: 0.020) G_GAN: 3.901 G_L1: 3.426 D_real: 0.040 D_fake: 0.874 +(epoch: 10, iters: 57456, time: 0.414, data: 0.018) G_GAN: 3.583 G_L1: 4.293 D_real: 0.344 D_fake: 0.117 +(epoch: 10, iters: 57556, time: 0.298, data: 0.018) G_GAN: 2.239 G_L1: 3.577 D_real: 0.939 D_fake: 0.039 +(epoch: 10, iters: 57656, time: 0.293, data: 0.018) G_GAN: 3.650 G_L1: 3.587 D_real: 0.015 D_fake: 0.113 +(epoch: 10, iters: 57756, time: 0.304, data: 0.015) G_GAN: 3.808 G_L1: 3.573 D_real: 0.121 D_fake: 0.083 +(epoch: 10, iters: 57856, time: 0.534, data: 0.023) G_GAN: 4.287 G_L1: 3.709 D_real: 0.284 D_fake: 0.037 +(epoch: 10, iters: 57956, time: 0.304, data: 0.020) G_GAN: 4.146 G_L1: 4.005 D_real: 0.489 D_fake: 0.040 +(epoch: 10, iters: 58056, time: 0.297, data: 0.017) G_GAN: 4.807 G_L1: 3.863 D_real: 0.366 D_fake: 0.029 +(epoch: 10, iters: 58156, time: 0.300, data: 0.017) G_GAN: 3.549 G_L1: 3.991 D_real: 0.083 D_fake: 0.945 +(epoch: 10, iters: 58256, time: 0.408, data: 0.019) G_GAN: 4.021 G_L1: 3.552 D_real: 0.021 D_fake: 0.305 +(epoch: 10, iters: 58356, time: 0.303, data: 0.019) G_GAN: 2.212 G_L1: 4.896 D_real: 0.440 D_fake: 0.172 +(epoch: 10, iters: 58456, time: 0.305, data: 0.020) G_GAN: 6.462 G_L1: 4.237 D_real: 0.164 D_fake: 0.534 +(epoch: 10, iters: 58556, time: 0.300, data: 0.021) G_GAN: 2.724 G_L1: 4.506 D_real: 0.350 D_fake: 0.084 +(epoch: 10, iters: 58656, time: 0.414, data: 0.018) G_GAN: 5.488 G_L1: 5.468 D_real: 0.042 D_fake: 0.047 +(epoch: 10, iters: 58756, time: 0.300, data: 0.018) G_GAN: 4.263 G_L1: 4.241 D_real: 0.040 D_fake: 0.075 +(epoch: 10, iters: 58856, time: 0.296, data: 0.017) G_GAN: 2.271 G_L1: 3.586 D_real: 0.352 D_fake: 0.208 +(epoch: 10, iters: 58956, time: 0.306, data: 0.015) G_GAN: 3.122 G_L1: 3.999 D_real: 0.142 D_fake: 0.231 +(epoch: 10, iters: 59056, time: 0.417, data: 0.018) G_GAN: 4.098 G_L1: 4.562 D_real: 0.173 D_fake: 0.037 +(epoch: 10, iters: 59156, time: 0.291, data: 0.019) G_GAN: 3.124 G_L1: 3.131 D_real: 0.176 D_fake: 0.227 +(epoch: 10, iters: 59256, time: 0.294, data: 0.017) G_GAN: 4.125 G_L1: 5.042 D_real: 0.010 D_fake: 0.267 +(epoch: 10, iters: 59356, time: 0.294, data: 0.016) G_GAN: 4.775 G_L1: 3.834 D_real: 0.019 D_fake: 0.022 +(epoch: 10, iters: 59456, time: 0.383, data: 0.017) G_GAN: 3.458 G_L1: 3.681 D_real: 0.686 D_fake: 0.342 +(epoch: 10, iters: 59556, time: 0.304, data: 0.019) G_GAN: 2.905 G_L1: 2.443 D_real: 0.705 D_fake: 0.124 +(epoch: 10, iters: 59656, time: 0.302, data: 0.017) G_GAN: 3.019 G_L1: 4.174 D_real: 0.431 D_fake: 0.143 +(epoch: 10, iters: 59756, time: 0.300, data: 0.016) G_GAN: 1.933 G_L1: 3.581 D_real: 0.774 D_fake: 0.460 +(epoch: 10, iters: 59856, time: 0.562, data: 0.020) G_GAN: 3.773 G_L1: 4.827 D_real: 0.096 D_fake: 0.786 +(epoch: 10, iters: 59956, time: 0.290, data: 0.019) G_GAN: 2.796 G_L1: 4.096 D_real: 0.709 D_fake: 0.027 +(epoch: 11, iters: 40, time: 0.303, data: 0.019) G_GAN: 4.411 G_L1: 4.795 D_real: 0.079 D_fake: 0.057 +(epoch: 11, iters: 140, time: 0.305, data: 0.019) G_GAN: 3.723 G_L1: 4.526 D_real: 0.431 D_fake: 0.064 +(epoch: 11, iters: 240, time: 0.555, data: 0.021) G_GAN: 6.608 G_L1: 6.599 D_real: 0.242 D_fake: 0.003 +(epoch: 11, iters: 340, time: 0.300, data: 0.022) G_GAN: 3.228 G_L1: 4.222 D_real: 0.080 D_fake: 0.177 +(epoch: 11, iters: 440, time: 0.304, data: 0.018) G_GAN: 2.980 G_L1: 3.912 D_real: 0.384 D_fake: 0.139 +(epoch: 11, iters: 540, time: 0.296, data: 0.019) G_GAN: 5.093 G_L1: 4.084 D_real: 0.036 D_fake: 0.190 +(epoch: 11, iters: 640, time: 0.422, data: 0.017) G_GAN: 3.274 G_L1: 4.565 D_real: 0.325 D_fake: 0.319 +(epoch: 11, iters: 740, time: 0.303, data: 0.020) G_GAN: 3.191 G_L1: 3.686 D_real: 0.320 D_fake: 0.188 +(epoch: 11, iters: 840, time: 0.300, data: 0.018) G_GAN: 3.857 G_L1: 4.782 D_real: 0.290 D_fake: 0.358 +(epoch: 11, iters: 940, time: 0.296, data: 0.017) G_GAN: 2.230 G_L1: 2.996 D_real: 0.202 D_fake: 0.150 +(epoch: 11, iters: 1040, time: 0.398, data: 0.021) G_GAN: 4.007 G_L1: 5.395 D_real: 0.014 D_fake: 0.286 +(epoch: 11, iters: 1140, time: 0.303, data: 0.021) G_GAN: 3.903 G_L1: 5.314 D_real: 0.004 D_fake: 0.252 +(epoch: 11, iters: 1240, time: 0.307, data: 0.023) G_GAN: 4.971 G_L1: 2.807 D_real: 0.089 D_fake: 0.171 +(epoch: 11, iters: 1340, time: 0.301, data: 0.019) G_GAN: 2.661 G_L1: 4.039 D_real: 0.112 D_fake: 0.300 +(epoch: 11, iters: 1440, time: 0.414, data: 0.017) G_GAN: 2.165 G_L1: 2.947 D_real: 1.045 D_fake: 0.051 +(epoch: 11, iters: 1540, time: 0.294, data: 0.020) G_GAN: 3.154 G_L1: 5.775 D_real: 0.064 D_fake: 0.096 +(epoch: 11, iters: 1640, time: 0.304, data: 0.016) G_GAN: 3.779 G_L1: 2.979 D_real: 0.007 D_fake: 0.236 +(epoch: 11, iters: 1740, time: 0.301, data: 0.018) G_GAN: 4.316 G_L1: 4.693 D_real: 0.075 D_fake: 0.330 +(epoch: 11, iters: 1840, time: 0.517, data: 0.019) G_GAN: 2.451 G_L1: 4.489 D_real: 0.383 D_fake: 0.175 +(epoch: 11, iters: 1940, time: 0.303, data: 0.020) G_GAN: 3.233 G_L1: 4.530 D_real: 0.770 D_fake: 0.028 +(epoch: 11, iters: 2040, time: 0.301, data: 0.018) G_GAN: 3.714 G_L1: 3.554 D_real: 0.032 D_fake: 0.216 +(epoch: 11, iters: 2140, time: 0.302, data: 0.018) G_GAN: 3.257 G_L1: 3.905 D_real: 0.119 D_fake: 0.058 +(epoch: 11, iters: 2240, time: 0.404, data: 0.018) G_GAN: 3.803 G_L1: 3.310 D_real: 0.064 D_fake: 0.354 +(epoch: 11, iters: 2340, time: 0.306, data: 0.019) G_GAN: 3.504 G_L1: 4.208 D_real: 0.505 D_fake: 0.031 +(epoch: 11, iters: 2440, time: 0.294, data: 0.021) G_GAN: 2.579 G_L1: 3.242 D_real: 0.062 D_fake: 0.456 +(epoch: 11, iters: 2540, time: 0.288, data: 0.017) G_GAN: 2.524 G_L1: 2.687 D_real: 0.195 D_fake: 0.196 +(epoch: 11, iters: 2640, time: 0.412, data: 0.019) G_GAN: 2.298 G_L1: 1.961 D_real: 0.452 D_fake: 0.134 +(epoch: 11, iters: 2740, time: 0.304, data: 0.020) G_GAN: 2.681 G_L1: 4.389 D_real: 0.493 D_fake: 0.119 +(epoch: 11, iters: 2840, time: 0.302, data: 0.018) G_GAN: 4.197 G_L1: 4.490 D_real: 0.078 D_fake: 0.286 +(epoch: 11, iters: 2940, time: 0.309, data: 0.019) G_GAN: 2.906 G_L1: 4.989 D_real: 0.209 D_fake: 0.391 +(epoch: 11, iters: 3040, time: 0.420, data: 0.024) G_GAN: 2.828 G_L1: 4.572 D_real: 0.064 D_fake: 0.176 +(epoch: 11, iters: 3140, time: 0.300, data: 0.020) G_GAN: 3.589 G_L1: 3.166 D_real: 0.074 D_fake: 0.306 +(epoch: 11, iters: 3240, time: 0.303, data: 0.020) G_GAN: 3.042 G_L1: 3.365 D_real: 0.052 D_fake: 0.125 +(epoch: 11, iters: 3340, time: 0.309, data: 0.021) G_GAN: 3.114 G_L1: 4.137 D_real: 0.396 D_fake: 0.092 +(epoch: 11, iters: 3440, time: 0.413, data: 0.022) G_GAN: 2.804 G_L1: 3.092 D_real: 0.231 D_fake: 0.241 +(epoch: 11, iters: 3540, time: 0.301, data: 0.020) G_GAN: 4.022 G_L1: 3.447 D_real: 0.225 D_fake: 0.197 +(epoch: 11, iters: 3640, time: 0.305, data: 0.018) G_GAN: 3.492 G_L1: 3.554 D_real: 0.103 D_fake: 0.257 +(epoch: 11, iters: 3740, time: 0.307, data: 0.019) G_GAN: 4.326 G_L1: 3.377 D_real: 0.214 D_fake: 0.094 +(epoch: 11, iters: 3840, time: 0.551, data: 0.018) G_GAN: 4.723 G_L1: 4.882 D_real: 0.050 D_fake: 0.096 +(epoch: 11, iters: 3940, time: 0.299, data: 0.020) G_GAN: 3.287 G_L1: 11.644 D_real: 0.005 D_fake: 0.083 +(epoch: 11, iters: 4040, time: 0.303, data: 0.017) G_GAN: 3.040 G_L1: 4.947 D_real: 0.052 D_fake: 0.510 +(epoch: 11, iters: 4140, time: 0.305, data: 0.018) G_GAN: 2.593 G_L1: 3.823 D_real: 1.986 D_fake: 0.100 +(epoch: 11, iters: 4240, time: 0.415, data: 0.018) G_GAN: 4.840 G_L1: 4.218 D_real: 0.121 D_fake: 0.076 +(epoch: 11, iters: 4340, time: 0.302, data: 0.020) G_GAN: 3.961 G_L1: 3.832 D_real: 0.080 D_fake: 0.043 +(epoch: 11, iters: 4440, time: 0.305, data: 0.018) G_GAN: 3.860 G_L1: 4.347 D_real: 0.490 D_fake: 0.086 +(epoch: 11, iters: 4540, time: 0.308, data: 0.018) G_GAN: 3.401 G_L1: 3.274 D_real: 0.634 D_fake: 0.046 +(epoch: 11, iters: 4640, time: 0.425, data: 0.018) G_GAN: 3.082 G_L1: 3.303 D_real: 0.197 D_fake: 0.310 +(epoch: 11, iters: 4740, time: 0.298, data: 0.023) G_GAN: 4.562 G_L1: 3.330 D_real: 0.101 D_fake: 0.165 +(epoch: 11, iters: 4840, time: 0.297, data: 0.018) G_GAN: 4.109 G_L1: 5.101 D_real: 0.153 D_fake: 0.081 +(epoch: 11, iters: 4940, time: 0.297, data: 0.019) G_GAN: 4.285 G_L1: 3.455 D_real: 0.087 D_fake: 0.069 +(epoch: 11, iters: 5040, time: 0.397, data: 0.017) G_GAN: 5.003 G_L1: 2.553 D_real: 0.015 D_fake: 0.033 +(epoch: 11, iters: 5140, time: 0.298, data: 0.018) G_GAN: 3.610 G_L1: 3.995 D_real: 0.228 D_fake: 0.242 +(epoch: 11, iters: 5240, time: 0.290, data: 0.017) G_GAN: 3.701 G_L1: 5.152 D_real: 0.337 D_fake: 0.180 +(epoch: 11, iters: 5340, time: 0.304, data: 0.016) G_GAN: 3.055 G_L1: 3.658 D_real: 0.230 D_fake: 0.663 +(epoch: 11, iters: 5440, time: 0.420, data: 0.017) G_GAN: 4.936 G_L1: 8.463 D_real: 0.016 D_fake: 0.036 +(epoch: 11, iters: 5540, time: 0.302, data: 0.023) G_GAN: 3.921 G_L1: 4.081 D_real: 0.013 D_fake: 0.208 +(epoch: 11, iters: 5640, time: 0.302, data: 0.018) G_GAN: 3.609 G_L1: 4.199 D_real: 0.052 D_fake: 0.109 +(epoch: 11, iters: 5740, time: 0.299, data: 0.020) G_GAN: 4.226 G_L1: 3.853 D_real: 0.042 D_fake: 0.129 +(epoch: 11, iters: 5840, time: 0.537, data: 0.019) G_GAN: 3.979 G_L1: 4.799 D_real: 0.198 D_fake: 0.154 +(epoch: 11, iters: 5940, time: 0.294, data: 0.019) G_GAN: 3.484 G_L1: 2.557 D_real: 0.433 D_fake: 0.030 +(epoch: 11, iters: 6040, time: 0.298, data: 0.017) G_GAN: 4.572 G_L1: 3.216 D_real: 0.017 D_fake: 0.063 +(epoch: 11, iters: 6140, time: 0.290, data: 0.017) G_GAN: 2.653 G_L1: 4.596 D_real: 0.395 D_fake: 0.255 +(epoch: 11, iters: 6240, time: 0.407, data: 0.015) G_GAN: 2.401 G_L1: 3.124 D_real: 0.338 D_fake: 0.175 +(epoch: 11, iters: 6340, time: 0.287, data: 0.022) G_GAN: 3.833 G_L1: 3.807 D_real: 0.014 D_fake: 0.065 +(epoch: 11, iters: 6440, time: 0.289, data: 0.015) G_GAN: 2.177 G_L1: 2.903 D_real: 0.300 D_fake: 0.217 +(epoch: 11, iters: 6540, time: 0.293, data: 0.015) G_GAN: 2.714 G_L1: 4.810 D_real: 0.487 D_fake: 0.058 +(epoch: 11, iters: 6640, time: 0.383, data: 0.022) G_GAN: 3.811 G_L1: 2.632 D_real: 0.010 D_fake: 0.208 +(epoch: 11, iters: 6740, time: 0.293, data: 0.017) G_GAN: 2.549 G_L1: 3.509 D_real: 0.678 D_fake: 0.242 +(epoch: 11, iters: 6840, time: 0.292, data: 0.019) G_GAN: 4.127 G_L1: 4.403 D_real: 0.075 D_fake: 0.233 +(epoch: 11, iters: 6940, time: 0.296, data: 0.020) G_GAN: 4.687 G_L1: 4.864 D_real: 0.002 D_fake: 0.325 +(epoch: 11, iters: 7040, time: 0.403, data: 0.017) G_GAN: 2.684 G_L1: 3.427 D_real: 0.188 D_fake: 0.118 +(epoch: 11, iters: 7140, time: 0.298, data: 0.017) G_GAN: 2.650 G_L1: 3.423 D_real: 0.177 D_fake: 0.173 +(epoch: 11, iters: 7240, time: 0.301, data: 0.021) G_GAN: 4.161 G_L1: 6.187 D_real: 0.534 D_fake: 0.210 +(epoch: 11, iters: 7340, time: 0.306, data: 0.017) G_GAN: 2.160 G_L1: 5.019 D_real: 1.570 D_fake: 0.007 +(epoch: 11, iters: 7440, time: 0.407, data: 0.016) G_GAN: 3.129 G_L1: 5.599 D_real: 0.569 D_fake: 0.052 +(epoch: 11, iters: 7540, time: 0.302, data: 0.018) G_GAN: 4.025 G_L1: 3.473 D_real: 0.171 D_fake: 0.023 +(epoch: 11, iters: 7640, time: 0.289, data: 0.016) G_GAN: 4.027 G_L1: 3.374 D_real: 0.105 D_fake: 0.129 +(epoch: 11, iters: 7740, time: 0.290, data: 0.016) G_GAN: 5.494 G_L1: 3.033 D_real: 0.017 D_fake: 0.034 +(epoch: 11, iters: 7840, time: 0.538, data: 0.017) G_GAN: 1.431 G_L1: 2.695 D_real: 0.926 D_fake: 0.202 +(epoch: 11, iters: 7940, time: 0.305, data: 0.017) G_GAN: 2.478 G_L1: 3.072 D_real: 0.608 D_fake: 0.278 +(epoch: 11, iters: 8040, time: 0.302, data: 0.017) G_GAN: 4.710 G_L1: 5.768 D_real: 0.165 D_fake: 0.064 +(epoch: 11, iters: 8140, time: 0.302, data: 0.024) G_GAN: 2.908 G_L1: 4.481 D_real: 0.164 D_fake: 0.145 +(epoch: 11, iters: 8240, time: 0.407, data: 0.016) G_GAN: 3.480 G_L1: 3.194 D_real: 0.334 D_fake: 0.105 +(epoch: 11, iters: 8340, time: 0.298, data: 0.016) G_GAN: 4.219 G_L1: 4.545 D_real: 0.125 D_fake: 0.153 +(epoch: 11, iters: 8440, time: 0.304, data: 0.021) G_GAN: 3.603 G_L1: 2.994 D_real: 0.308 D_fake: 0.108 +(epoch: 11, iters: 8540, time: 0.301, data: 0.025) G_GAN: 1.919 G_L1: 3.227 D_real: 0.644 D_fake: 0.140 +(epoch: 11, iters: 8640, time: 0.403, data: 0.018) G_GAN: 5.363 G_L1: 3.817 D_real: 0.010 D_fake: 0.131 +(epoch: 11, iters: 8740, time: 0.297, data: 0.018) G_GAN: 4.388 G_L1: 4.870 D_real: 0.866 D_fake: 0.041 +(epoch: 11, iters: 8840, time: 0.295, data: 0.022) G_GAN: 2.261 G_L1: 4.528 D_real: 0.942 D_fake: 0.098 +(epoch: 11, iters: 8940, time: 0.297, data: 0.018) G_GAN: 2.617 G_L1: 4.509 D_real: 0.068 D_fake: 0.133 +(epoch: 11, iters: 9040, time: 0.386, data: 0.020) G_GAN: 3.440 G_L1: 2.974 D_real: 0.059 D_fake: 0.677 +(epoch: 11, iters: 9140, time: 0.304, data: 0.018) G_GAN: 5.068 G_L1: 5.718 D_real: 0.059 D_fake: 0.291 +(epoch: 11, iters: 9240, time: 0.299, data: 0.017) G_GAN: 1.947 G_L1: 3.091 D_real: 0.155 D_fake: 0.386 +(epoch: 11, iters: 9340, time: 0.301, data: 0.017) G_GAN: 1.951 G_L1: 3.835 D_real: 0.385 D_fake: 0.055 +(epoch: 11, iters: 9440, time: 0.405, data: 0.017) G_GAN: 4.428 G_L1: 4.516 D_real: 0.062 D_fake: 0.101 +(epoch: 11, iters: 9540, time: 0.296, data: 0.017) G_GAN: 3.780 G_L1: 4.859 D_real: 0.030 D_fake: 0.099 +(epoch: 11, iters: 9640, time: 0.291, data: 0.015) G_GAN: 4.423 G_L1: 4.891 D_real: 0.271 D_fake: 0.104 +(epoch: 11, iters: 9740, time: 0.291, data: 0.015) G_GAN: 4.598 G_L1: 5.971 D_real: 0.377 D_fake: 0.101 +(epoch: 11, iters: 9840, time: 0.560, data: 0.015) G_GAN: 4.323 G_L1: 4.369 D_real: 0.170 D_fake: 0.282 +(epoch: 11, iters: 9940, time: 0.306, data: 0.020) G_GAN: 4.510 G_L1: 4.650 D_real: 0.090 D_fake: 0.081 +(epoch: 11, iters: 10040, time: 0.294, data: 0.016) G_GAN: 3.517 G_L1: 3.723 D_real: 0.945 D_fake: 0.016 +(epoch: 11, iters: 10140, time: 0.299, data: 0.016) G_GAN: 4.632 G_L1: 5.292 D_real: 0.259 D_fake: 0.022 +(epoch: 11, iters: 10240, time: 0.385, data: 0.018) G_GAN: 5.377 G_L1: 5.310 D_real: 0.294 D_fake: 0.509 +(epoch: 11, iters: 10340, time: 0.295, data: 0.015) G_GAN: 4.053 G_L1: 6.347 D_real: 0.127 D_fake: 0.183 +(epoch: 11, iters: 10440, time: 0.288, data: 0.014) G_GAN: 5.908 G_L1: 4.308 D_real: 0.058 D_fake: 1.200 +(epoch: 11, iters: 10540, time: 0.271, data: 0.015) G_GAN: 4.210 G_L1: 2.957 D_real: 0.159 D_fake: 0.027 +(epoch: 11, iters: 10640, time: 0.391, data: 0.018) G_GAN: 4.396 G_L1: 4.625 D_real: 0.008 D_fake: 0.142 +(epoch: 11, iters: 10740, time: 0.294, data: 0.018) G_GAN: 5.494 G_L1: 4.644 D_real: 0.049 D_fake: 0.022 +(epoch: 11, iters: 10840, time: 0.282, data: 0.018) G_GAN: 3.750 G_L1: 5.596 D_real: 0.572 D_fake: 0.234 +(epoch: 11, iters: 10940, time: 0.290, data: 0.014) G_GAN: 4.474 G_L1: 3.963 D_real: 0.091 D_fake: 0.016 +(epoch: 11, iters: 11040, time: 0.411, data: 0.015) G_GAN: 4.474 G_L1: 5.487 D_real: 0.071 D_fake: 0.085 +(epoch: 11, iters: 11140, time: 0.296, data: 0.018) G_GAN: 5.186 G_L1: 7.821 D_real: 0.029 D_fake: 0.107 +(epoch: 11, iters: 11240, time: 0.283, data: 0.016) G_GAN: 4.282 G_L1: 5.358 D_real: 0.017 D_fake: 0.068 +(epoch: 11, iters: 11340, time: 0.286, data: 0.016) G_GAN: 3.374 G_L1: 3.866 D_real: 0.035 D_fake: 0.382 +(epoch: 11, iters: 11440, time: 0.397, data: 0.014) G_GAN: 3.563 G_L1: 2.861 D_real: 0.342 D_fake: 0.129 +(epoch: 11, iters: 11540, time: 0.260, data: 0.016) G_GAN: 4.923 G_L1: 4.179 D_real: 0.067 D_fake: 0.030 +(epoch: 11, iters: 11640, time: 0.296, data: 0.015) G_GAN: 4.872 G_L1: 4.230 D_real: 0.011 D_fake: 0.228 +(epoch: 11, iters: 11740, time: 0.295, data: 0.016) G_GAN: 3.067 G_L1: 3.705 D_real: 0.725 D_fake: 0.026 +(epoch: 11, iters: 11840, time: 0.545, data: 0.016) G_GAN: 3.942 G_L1: 5.252 D_real: 0.004 D_fake: 0.327 +(epoch: 11, iters: 11940, time: 0.283, data: 0.019) G_GAN: 7.121 G_L1: 3.390 D_real: 0.157 D_fake: 0.120 +(epoch: 11, iters: 12040, time: 0.290, data: 0.019) G_GAN: 2.618 G_L1: 6.375 D_real: 0.450 D_fake: 0.134 +(epoch: 11, iters: 12140, time: 0.295, data: 0.016) G_GAN: 4.927 G_L1: 3.706 D_real: 0.120 D_fake: 0.034 +(epoch: 11, iters: 12240, time: 0.411, data: 0.016) G_GAN: 4.030 G_L1: 6.625 D_real: 0.062 D_fake: 0.582 +(epoch: 11, iters: 12340, time: 0.292, data: 0.017) G_GAN: 3.862 G_L1: 6.780 D_real: 0.192 D_fake: 0.089 +(epoch: 11, iters: 12440, time: 0.296, data: 0.016) G_GAN: 4.613 G_L1: 7.211 D_real: 0.005 D_fake: 0.348 +(epoch: 11, iters: 12540, time: 0.279, data: 0.017) G_GAN: 3.744 G_L1: 4.981 D_real: 0.269 D_fake: 0.178 +(epoch: 11, iters: 12640, time: 0.377, data: 0.014) G_GAN: 3.572 G_L1: 4.634 D_real: 0.074 D_fake: 0.583 +(epoch: 11, iters: 12740, time: 0.292, data: 0.018) G_GAN: 5.174 G_L1: 2.817 D_real: 0.239 D_fake: 0.038 +(epoch: 11, iters: 12840, time: 0.302, data: 0.017) G_GAN: 4.358 G_L1: 2.548 D_real: 0.012 D_fake: 0.182 +(epoch: 11, iters: 12940, time: 0.293, data: 0.023) G_GAN: 2.211 G_L1: 3.991 D_real: 0.363 D_fake: 0.141 +(epoch: 11, iters: 13040, time: 0.402, data: 0.017) G_GAN: 2.490 G_L1: 3.956 D_real: 0.142 D_fake: 0.143 +(epoch: 11, iters: 13140, time: 0.293, data: 0.018) G_GAN: 5.089 G_L1: 3.292 D_real: 0.066 D_fake: 0.246 +(epoch: 11, iters: 13240, time: 0.294, data: 0.015) G_GAN: 3.850 G_L1: 2.884 D_real: 0.058 D_fake: 0.268 +(epoch: 11, iters: 13340, time: 0.299, data: 0.019) G_GAN: 2.752 G_L1: 3.907 D_real: 0.366 D_fake: 0.131 +(epoch: 11, iters: 13440, time: 0.383, data: 0.016) G_GAN: 7.422 G_L1: 3.851 D_real: 0.093 D_fake: 1.006 +(epoch: 11, iters: 13540, time: 0.299, data: 0.019) G_GAN: 2.714 G_L1: 3.703 D_real: 0.481 D_fake: 0.224 +(epoch: 11, iters: 13640, time: 0.286, data: 0.017) G_GAN: 3.192 G_L1: 4.083 D_real: 0.247 D_fake: 0.175 +(epoch: 11, iters: 13740, time: 0.292, data: 0.013) G_GAN: 4.146 G_L1: 4.636 D_real: 0.631 D_fake: 0.029 +(epoch: 11, iters: 13840, time: 0.539, data: 0.021) G_GAN: 2.999 G_L1: 4.310 D_real: 0.117 D_fake: 0.500 +(epoch: 11, iters: 13940, time: 0.288, data: 0.016) G_GAN: 3.298 G_L1: 4.043 D_real: 0.023 D_fake: 0.132 +(epoch: 11, iters: 14040, time: 0.287, data: 0.016) G_GAN: 2.593 G_L1: 4.828 D_real: 0.860 D_fake: 0.063 +(epoch: 11, iters: 14140, time: 0.286, data: 0.019) G_GAN: 2.445 G_L1: 3.642 D_real: 0.152 D_fake: 0.178 +(epoch: 11, iters: 14240, time: 0.383, data: 0.015) G_GAN: 2.168 G_L1: 4.423 D_real: 1.058 D_fake: 0.044 +(epoch: 11, iters: 14340, time: 0.290, data: 0.016) G_GAN: 3.876 G_L1: 3.950 D_real: 0.048 D_fake: 0.173 +(epoch: 11, iters: 14440, time: 0.296, data: 0.014) G_GAN: 3.104 G_L1: 3.052 D_real: 0.048 D_fake: 0.201 +(epoch: 11, iters: 14540, time: 0.296, data: 0.016) G_GAN: 2.970 G_L1: 1.973 D_real: 0.084 D_fake: 0.463 +(epoch: 11, iters: 14640, time: 0.407, data: 0.015) G_GAN: 4.581 G_L1: 3.597 D_real: 0.156 D_fake: 0.250 +(epoch: 11, iters: 14740, time: 0.291, data: 0.018) G_GAN: 4.339 G_L1: 4.745 D_real: 0.134 D_fake: 0.096 +(epoch: 11, iters: 14840, time: 0.295, data: 0.016) G_GAN: 3.569 G_L1: 4.075 D_real: 0.352 D_fake: 0.026 +(epoch: 11, iters: 14940, time: 0.301, data: 0.019) G_GAN: 3.127 G_L1: 3.097 D_real: 0.005 D_fake: 0.172 +(epoch: 11, iters: 15040, time: 0.416, data: 0.017) G_GAN: 2.952 G_L1: 7.422 D_real: 0.388 D_fake: 0.139 +(epoch: 11, iters: 15140, time: 0.301, data: 0.019) G_GAN: 2.591 G_L1: 2.709 D_real: 0.207 D_fake: 0.369 +(epoch: 11, iters: 15240, time: 0.286, data: 0.016) G_GAN: 4.971 G_L1: 6.299 D_real: 0.004 D_fake: 0.033 +(epoch: 11, iters: 15340, time: 0.292, data: 0.019) G_GAN: 4.716 G_L1: 3.421 D_real: 0.164 D_fake: 0.209 +(epoch: 11, iters: 15440, time: 0.418, data: 0.017) G_GAN: 3.349 G_L1: 3.820 D_real: 0.855 D_fake: 0.024 +(epoch: 11, iters: 15540, time: 0.284, data: 0.018) G_GAN: 3.526 G_L1: 4.162 D_real: 0.175 D_fake: 0.175 +(epoch: 11, iters: 15640, time: 0.303, data: 0.018) G_GAN: 2.919 G_L1: 3.607 D_real: 0.015 D_fake: 0.605 +(epoch: 11, iters: 15740, time: 0.294, data: 0.017) G_GAN: 3.626 G_L1: 3.612 D_real: 0.264 D_fake: 0.307 +(epoch: 11, iters: 15840, time: 0.557, data: 0.016) G_GAN: 3.549 G_L1: 4.195 D_real: 0.022 D_fake: 0.094 +(epoch: 11, iters: 15940, time: 0.290, data: 0.018) G_GAN: 5.158 G_L1: 5.404 D_real: 0.097 D_fake: 0.025 +(epoch: 11, iters: 16040, time: 0.298, data: 0.016) G_GAN: 6.138 G_L1: 4.057 D_real: 0.034 D_fake: 0.062 +(epoch: 11, iters: 16140, time: 0.300, data: 0.019) G_GAN: 4.121 G_L1: 3.315 D_real: 0.080 D_fake: 0.147 +(epoch: 11, iters: 16240, time: 0.424, data: 0.016) G_GAN: 6.685 G_L1: 12.945 D_real: 0.035 D_fake: 0.381 +(epoch: 11, iters: 16340, time: 0.293, data: 0.018) G_GAN: 4.394 G_L1: 3.958 D_real: 0.071 D_fake: 0.024 +(epoch: 11, iters: 16440, time: 0.295, data: 0.016) G_GAN: 3.412 G_L1: 3.098 D_real: 0.688 D_fake: 0.910 +(epoch: 11, iters: 16540, time: 0.298, data: 0.019) G_GAN: 3.555 G_L1: 4.599 D_real: 0.285 D_fake: 0.486 +(epoch: 11, iters: 16640, time: 0.415, data: 0.018) G_GAN: 3.699 G_L1: 5.278 D_real: 0.024 D_fake: 0.160 +(epoch: 11, iters: 16740, time: 0.288, data: 0.020) G_GAN: 5.313 G_L1: 5.737 D_real: 0.326 D_fake: 0.230 +(epoch: 11, iters: 16840, time: 0.297, data: 0.017) G_GAN: 3.897 G_L1: 3.921 D_real: 0.008 D_fake: 0.167 +(epoch: 11, iters: 16940, time: 0.294, data: 0.016) G_GAN: 2.287 G_L1: 2.684 D_real: 0.257 D_fake: 0.169 +(epoch: 11, iters: 17040, time: 0.411, data: 0.017) G_GAN: 3.854 G_L1: 3.833 D_real: 0.011 D_fake: 0.067 +(epoch: 11, iters: 17140, time: 0.301, data: 0.018) G_GAN: 3.957 G_L1: 3.548 D_real: 0.087 D_fake: 0.085 +(epoch: 11, iters: 17240, time: 0.300, data: 0.016) G_GAN: 4.410 G_L1: 3.767 D_real: 0.039 D_fake: 0.410 +(epoch: 11, iters: 17340, time: 0.305, data: 0.017) G_GAN: 2.028 G_L1: 3.270 D_real: 0.482 D_fake: 0.119 +(epoch: 11, iters: 17440, time: 0.415, data: 0.022) G_GAN: 5.015 G_L1: 4.379 D_real: 0.050 D_fake: 0.727 +(epoch: 11, iters: 17540, time: 0.301, data: 0.018) G_GAN: 4.892 G_L1: 5.245 D_real: 0.044 D_fake: 0.672 +(epoch: 11, iters: 17640, time: 0.301, data: 0.019) G_GAN: 3.679 G_L1: 3.247 D_real: 0.374 D_fake: 0.060 +(epoch: 11, iters: 17740, time: 0.284, data: 0.017) G_GAN: 4.395 G_L1: 4.056 D_real: 0.004 D_fake: 0.032 +(epoch: 11, iters: 17840, time: 0.536, data: 0.016) G_GAN: 3.367 G_L1: 4.418 D_real: 0.284 D_fake: 0.065 +(epoch: 11, iters: 17940, time: 0.301, data: 0.016) G_GAN: 2.184 G_L1: 3.384 D_real: 0.779 D_fake: 0.134 +(epoch: 11, iters: 18040, time: 0.297, data: 0.017) G_GAN: 3.560 G_L1: 4.564 D_real: 0.744 D_fake: 0.114 +(epoch: 11, iters: 18140, time: 0.300, data: 0.016) G_GAN: 4.596 G_L1: 4.540 D_real: 0.015 D_fake: 0.147 +(epoch: 11, iters: 18240, time: 0.417, data: 0.015) G_GAN: 2.932 G_L1: 3.889 D_real: 0.205 D_fake: 0.206 +(epoch: 11, iters: 18340, time: 0.296, data: 0.017) G_GAN: 5.029 G_L1: 3.634 D_real: 0.125 D_fake: 0.060 +(epoch: 11, iters: 18440, time: 0.290, data: 0.014) G_GAN: 2.666 G_L1: 5.922 D_real: 1.880 D_fake: 0.015 +(epoch: 11, iters: 18540, time: 0.294, data: 0.015) G_GAN: 4.369 G_L1: 4.569 D_real: 0.083 D_fake: 0.278 +(epoch: 11, iters: 18640, time: 0.412, data: 0.018) G_GAN: 3.156 G_L1: 2.381 D_real: 0.231 D_fake: 0.125 +(epoch: 11, iters: 18740, time: 0.300, data: 0.018) G_GAN: 5.927 G_L1: 4.849 D_real: 0.011 D_fake: 0.018 +(epoch: 11, iters: 18840, time: 0.300, data: 0.016) G_GAN: 2.658 G_L1: 4.394 D_real: 0.028 D_fake: 0.334 +(epoch: 11, iters: 18940, time: 0.301, data: 0.018) G_GAN: 2.940 G_L1: 3.280 D_real: 0.040 D_fake: 0.311 +(epoch: 11, iters: 19040, time: 0.408, data: 0.016) G_GAN: 4.126 G_L1: 4.728 D_real: 0.417 D_fake: 0.014 +(epoch: 11, iters: 19140, time: 0.302, data: 0.018) G_GAN: 3.344 G_L1: 3.280 D_real: 0.233 D_fake: 0.030 +(epoch: 11, iters: 19240, time: 0.289, data: 0.016) G_GAN: 3.214 G_L1: 4.028 D_real: 0.320 D_fake: 0.221 +(epoch: 11, iters: 19340, time: 0.303, data: 0.018) G_GAN: 3.139 G_L1: 3.540 D_real: 0.385 D_fake: 0.439 +(epoch: 11, iters: 19440, time: 0.419, data: 0.016) G_GAN: 3.893 G_L1: 3.631 D_real: 0.121 D_fake: 0.064 +(epoch: 11, iters: 19540, time: 0.302, data: 0.019) G_GAN: 4.213 G_L1: 4.207 D_real: 0.060 D_fake: 0.180 +(epoch: 11, iters: 19640, time: 0.294, data: 0.016) G_GAN: 3.232 G_L1: 3.567 D_real: 0.030 D_fake: 0.293 +(epoch: 11, iters: 19740, time: 0.303, data: 0.019) G_GAN: 2.745 G_L1: 5.611 D_real: 0.332 D_fake: 0.269 +(epoch: 11, iters: 19840, time: 0.555, data: 0.018) G_GAN: 2.882 G_L1: 4.261 D_real: 0.181 D_fake: 0.175 +(epoch: 11, iters: 19940, time: 0.299, data: 0.021) G_GAN: 2.816 G_L1: 3.401 D_real: 0.227 D_fake: 0.060 +(epoch: 11, iters: 20040, time: 0.292, data: 0.024) G_GAN: 2.098 G_L1: 4.846 D_real: 0.800 D_fake: 0.033 +(epoch: 11, iters: 20140, time: 0.277, data: 0.017) G_GAN: 2.537 G_L1: 2.556 D_real: 0.136 D_fake: 0.383 +(epoch: 11, iters: 20240, time: 0.416, data: 0.014) G_GAN: 2.408 G_L1: 3.935 D_real: 0.456 D_fake: 0.062 +(epoch: 11, iters: 20340, time: 0.288, data: 0.017) G_GAN: 3.638 G_L1: 4.541 D_real: 0.027 D_fake: 0.407 +(epoch: 11, iters: 20440, time: 0.281, data: 0.013) G_GAN: 6.679 G_L1: 6.609 D_real: 0.073 D_fake: 0.009 +(epoch: 11, iters: 20540, time: 0.291, data: 0.014) G_GAN: 2.522 G_L1: 4.143 D_real: 0.081 D_fake: 0.281 +(epoch: 11, iters: 20640, time: 0.393, data: 0.013) G_GAN: 4.203 G_L1: 3.901 D_real: 0.035 D_fake: 0.186 +(epoch: 11, iters: 20740, time: 0.298, data: 0.015) G_GAN: 3.508 G_L1: 3.433 D_real: 0.113 D_fake: 0.243 +(epoch: 11, iters: 20840, time: 0.301, data: 0.019) G_GAN: 4.460 G_L1: 3.727 D_real: 0.357 D_fake: 1.013 +(epoch: 11, iters: 20940, time: 0.279, data: 0.016) G_GAN: 2.808 G_L1: 4.178 D_real: 0.211 D_fake: 0.152 +(epoch: 11, iters: 21040, time: 0.407, data: 0.014) G_GAN: 4.067 G_L1: 5.488 D_real: 0.046 D_fake: 0.152 +(epoch: 11, iters: 21140, time: 0.294, data: 0.018) G_GAN: 4.345 G_L1: 2.217 D_real: 0.095 D_fake: 0.040 +(epoch: 11, iters: 21240, time: 0.295, data: 0.014) G_GAN: 3.799 G_L1: 4.811 D_real: 0.378 D_fake: 0.033 +(epoch: 11, iters: 21340, time: 0.280, data: 0.015) G_GAN: 4.022 G_L1: 4.302 D_real: 0.073 D_fake: 0.224 +(epoch: 11, iters: 21440, time: 0.410, data: 0.014) G_GAN: 4.608 G_L1: 4.283 D_real: 0.064 D_fake: 0.028 +(epoch: 11, iters: 21540, time: 0.291, data: 0.017) G_GAN: 3.337 G_L1: 3.907 D_real: 0.163 D_fake: 0.120 +(epoch: 11, iters: 21640, time: 0.299, data: 0.015) G_GAN: 3.181 G_L1: 3.348 D_real: 0.074 D_fake: 0.515 +(epoch: 11, iters: 21740, time: 0.287, data: 0.017) G_GAN: 3.183 G_L1: 3.366 D_real: 0.162 D_fake: 0.289 +(epoch: 11, iters: 21840, time: 0.471, data: 0.015) G_GAN: 2.579 G_L1: 2.402 D_real: 0.189 D_fake: 0.512 +(epoch: 11, iters: 21940, time: 0.295, data: 0.017) G_GAN: 2.306 G_L1: 3.388 D_real: 0.864 D_fake: 0.041 +(epoch: 11, iters: 22040, time: 0.296, data: 0.019) G_GAN: 2.968 G_L1: 3.305 D_real: 0.392 D_fake: 0.071 +(epoch: 11, iters: 22140, time: 0.302, data: 0.016) G_GAN: 3.657 G_L1: 3.812 D_real: 0.079 D_fake: 0.513 +(epoch: 11, iters: 22240, time: 0.411, data: 0.020) G_GAN: 2.912 G_L1: 5.056 D_real: 0.494 D_fake: 0.049 +(epoch: 11, iters: 22340, time: 0.288, data: 0.019) G_GAN: 3.088 G_L1: 3.588 D_real: 0.288 D_fake: 0.062 +(epoch: 11, iters: 22440, time: 0.296, data: 0.016) G_GAN: 2.490 G_L1: 3.317 D_real: 0.457 D_fake: 0.113 +(epoch: 11, iters: 22540, time: 0.274, data: 0.016) G_GAN: 3.833 G_L1: 5.119 D_real: 0.169 D_fake: 0.126 +(epoch: 11, iters: 22640, time: 0.413, data: 0.016) G_GAN: 4.043 G_L1: 3.392 D_real: 0.109 D_fake: 0.036 +(epoch: 11, iters: 22740, time: 0.288, data: 0.019) G_GAN: 4.864 G_L1: 5.045 D_real: 0.071 D_fake: 0.044 +(epoch: 11, iters: 22840, time: 0.302, data: 0.015) G_GAN: 4.002 G_L1: 4.594 D_real: 0.003 D_fake: 0.128 +(epoch: 11, iters: 22940, time: 0.284, data: 0.016) G_GAN: 3.784 G_L1: 3.055 D_real: 0.147 D_fake: 0.031 +(epoch: 11, iters: 23040, time: 0.386, data: 0.014) G_GAN: 5.159 G_L1: 3.892 D_real: 0.011 D_fake: 0.613 +(epoch: 11, iters: 23140, time: 0.297, data: 0.018) G_GAN: 4.276 G_L1: 3.838 D_real: 0.072 D_fake: 0.199 +(epoch: 11, iters: 23240, time: 0.298, data: 0.015) G_GAN: 3.711 G_L1: 4.224 D_real: 0.002 D_fake: 0.225 +(epoch: 11, iters: 23340, time: 0.287, data: 0.015) G_GAN: 4.341 G_L1: 5.198 D_real: 0.024 D_fake: 0.158 +(epoch: 11, iters: 23440, time: 0.413, data: 0.021) G_GAN: 4.455 G_L1: 3.872 D_real: 0.034 D_fake: 0.266 +(epoch: 11, iters: 23540, time: 0.296, data: 0.019) G_GAN: 5.473 G_L1: 5.863 D_real: 0.020 D_fake: 1.047 +(epoch: 11, iters: 23640, time: 0.291, data: 0.016) G_GAN: 3.696 G_L1: 3.393 D_real: 0.256 D_fake: 0.127 +(epoch: 11, iters: 23740, time: 0.286, data: 0.015) G_GAN: 5.112 G_L1: 6.987 D_real: 0.116 D_fake: 0.549 +(epoch: 11, iters: 23840, time: 0.552, data: 0.015) G_GAN: 1.999 G_L1: 3.085 D_real: 0.741 D_fake: 0.072 +(epoch: 11, iters: 23940, time: 0.301, data: 0.018) G_GAN: 3.631 G_L1: 5.015 D_real: 0.099 D_fake: 0.081 +(epoch: 11, iters: 24040, time: 0.291, data: 0.017) G_GAN: 3.204 G_L1: 2.610 D_real: 0.860 D_fake: 0.023 +(epoch: 11, iters: 24140, time: 0.287, data: 0.016) G_GAN: 4.347 G_L1: 3.180 D_real: 0.061 D_fake: 0.089 +(epoch: 11, iters: 24240, time: 0.416, data: 0.015) G_GAN: 3.805 G_L1: 4.381 D_real: 0.018 D_fake: 0.370 +(epoch: 11, iters: 24340, time: 0.284, data: 0.018) G_GAN: 3.368 G_L1: 3.866 D_real: 0.033 D_fake: 0.234 +(epoch: 11, iters: 24440, time: 0.297, data: 0.018) G_GAN: 3.228 G_L1: 2.834 D_real: 0.111 D_fake: 0.175 +(epoch: 11, iters: 24540, time: 0.282, data: 0.016) G_GAN: 4.716 G_L1: 3.611 D_real: 0.732 D_fake: 0.061 +(epoch: 11, iters: 24640, time: 0.412, data: 0.014) G_GAN: 2.892 G_L1: 4.069 D_real: 0.480 D_fake: 0.083 +(epoch: 11, iters: 24740, time: 0.291, data: 0.018) G_GAN: 3.042 G_L1: 2.906 D_real: 0.174 D_fake: 0.110 +(epoch: 11, iters: 24840, time: 0.291, data: 0.015) G_GAN: 2.879 G_L1: 2.978 D_real: 0.090 D_fake: 0.639 +(epoch: 11, iters: 24940, time: 0.296, data: 0.019) G_GAN: 4.611 G_L1: 3.688 D_real: 0.032 D_fake: 0.181 +(epoch: 11, iters: 25040, time: 0.421, data: 0.017) G_GAN: 2.918 G_L1: 5.510 D_real: 0.211 D_fake: 0.158 +(epoch: 11, iters: 25140, time: 0.297, data: 0.020) G_GAN: 3.697 G_L1: 6.003 D_real: 0.004 D_fake: 0.212 +(epoch: 11, iters: 25240, time: 0.287, data: 0.017) G_GAN: 4.340 G_L1: 4.599 D_real: 1.219 D_fake: 0.009 +(epoch: 11, iters: 25340, time: 0.291, data: 0.015) G_GAN: 3.116 G_L1: 3.502 D_real: 0.287 D_fake: 0.095 +(epoch: 11, iters: 25440, time: 0.402, data: 0.019) G_GAN: 5.235 G_L1: 4.062 D_real: 0.621 D_fake: 0.003 +(epoch: 11, iters: 25540, time: 0.296, data: 0.018) G_GAN: 2.652 G_L1: 3.473 D_real: 0.157 D_fake: 0.159 +(epoch: 11, iters: 25640, time: 0.303, data: 0.017) G_GAN: 2.388 G_L1: 7.765 D_real: 0.340 D_fake: 0.070 +(epoch: 11, iters: 25740, time: 0.294, data: 0.017) G_GAN: 3.157 G_L1: 4.233 D_real: 0.141 D_fake: 0.139 +(epoch: 11, iters: 25840, time: 0.528, data: 0.017) G_GAN: 4.195 G_L1: 4.464 D_real: 0.166 D_fake: 0.138 +(epoch: 11, iters: 25940, time: 0.289, data: 0.019) G_GAN: 4.440 G_L1: 4.736 D_real: 0.174 D_fake: 0.042 +(epoch: 11, iters: 26040, time: 0.292, data: 0.016) G_GAN: 2.711 G_L1: 3.421 D_real: 0.165 D_fake: 0.124 +(epoch: 11, iters: 26140, time: 0.293, data: 0.015) G_GAN: 4.219 G_L1: 3.948 D_real: 0.067 D_fake: 0.074 +(epoch: 11, iters: 26240, time: 0.398, data: 0.016) G_GAN: 4.873 G_L1: 4.437 D_real: 0.007 D_fake: 0.149 +(epoch: 11, iters: 26340, time: 0.297, data: 0.017) G_GAN: 3.480 G_L1: 3.268 D_real: 0.219 D_fake: 0.040 +(epoch: 11, iters: 26440, time: 0.295, data: 0.015) G_GAN: 4.181 G_L1: 5.562 D_real: 0.338 D_fake: 0.179 +(epoch: 11, iters: 26540, time: 0.286, data: 0.020) G_GAN: 3.317 G_L1: 3.371 D_real: 0.141 D_fake: 0.335 +(epoch: 11, iters: 26640, time: 0.408, data: 0.016) G_GAN: 3.552 G_L1: 4.426 D_real: 0.178 D_fake: 0.290 +(epoch: 11, iters: 26740, time: 0.290, data: 0.020) G_GAN: 5.150 G_L1: 5.014 D_real: 0.038 D_fake: 0.538 +(epoch: 11, iters: 26840, time: 0.299, data: 0.021) G_GAN: 4.996 G_L1: 6.117 D_real: 0.054 D_fake: 0.026 +(epoch: 11, iters: 26940, time: 0.299, data: 0.018) G_GAN: 2.852 G_L1: 2.808 D_real: 0.015 D_fake: 0.138 +(epoch: 11, iters: 27040, time: 0.417, data: 0.020) G_GAN: 4.856 G_L1: 4.329 D_real: 0.030 D_fake: 0.028 +(epoch: 11, iters: 27140, time: 0.289, data: 0.020) G_GAN: 2.181 G_L1: 3.667 D_real: 1.115 D_fake: 0.133 +(epoch: 11, iters: 27240, time: 0.287, data: 0.019) G_GAN: 3.465 G_L1: 4.183 D_real: 0.009 D_fake: 0.142 +(epoch: 11, iters: 27340, time: 0.297, data: 0.015) G_GAN: 4.280 G_L1: 3.122 D_real: 0.020 D_fake: 0.241 +(epoch: 11, iters: 27440, time: 0.416, data: 0.017) G_GAN: 3.459 G_L1: 3.540 D_real: 0.037 D_fake: 0.217 +(epoch: 11, iters: 27540, time: 0.299, data: 0.019) G_GAN: 3.822 G_L1: 2.676 D_real: 0.029 D_fake: 0.088 +(epoch: 11, iters: 27640, time: 0.300, data: 0.017) G_GAN: 3.517 G_L1: 3.927 D_real: 0.294 D_fake: 0.087 +(epoch: 11, iters: 27740, time: 0.299, data: 0.019) G_GAN: 5.213 G_L1: 9.395 D_real: 0.071 D_fake: 0.018 +(epoch: 11, iters: 27840, time: 0.560, data: 0.016) G_GAN: 3.517 G_L1: 5.641 D_real: 0.343 D_fake: 0.191 +(epoch: 11, iters: 27940, time: 0.282, data: 0.018) G_GAN: 3.519 G_L1: 4.571 D_real: 0.186 D_fake: 0.208 +(epoch: 11, iters: 28040, time: 0.298, data: 0.015) G_GAN: 3.537 G_L1: 3.969 D_real: 0.072 D_fake: 0.155 +(epoch: 11, iters: 28140, time: 0.303, data: 0.016) G_GAN: 3.652 G_L1: 4.539 D_real: 0.044 D_fake: 0.139 +(epoch: 11, iters: 28240, time: 0.403, data: 0.017) G_GAN: 3.601 G_L1: 3.725 D_real: 0.005 D_fake: 0.200 +(epoch: 11, iters: 28340, time: 0.305, data: 0.017) G_GAN: 3.255 G_L1: 1.771 D_real: 0.110 D_fake: 0.139 +(epoch: 11, iters: 28440, time: 0.295, data: 0.017) G_GAN: 2.071 G_L1: 3.829 D_real: 1.189 D_fake: 0.051 +(epoch: 11, iters: 28540, time: 0.294, data: 0.016) G_GAN: 4.530 G_L1: 5.001 D_real: 0.264 D_fake: 0.339 +(epoch: 11, iters: 28640, time: 0.410, data: 0.017) G_GAN: 4.301 G_L1: 4.257 D_real: 0.087 D_fake: 0.176 +(epoch: 11, iters: 28740, time: 0.292, data: 0.019) G_GAN: 4.003 G_L1: 3.949 D_real: 0.157 D_fake: 0.086 +(epoch: 11, iters: 28840, time: 0.304, data: 0.017) G_GAN: 2.177 G_L1: 2.736 D_real: 0.437 D_fake: 0.048 +(epoch: 11, iters: 28940, time: 0.299, data: 0.017) G_GAN: 3.592 G_L1: 4.104 D_real: 0.366 D_fake: 0.322 +(epoch: 11, iters: 29040, time: 0.381, data: 0.017) G_GAN: 3.796 G_L1: 3.668 D_real: 0.178 D_fake: 0.372 +(epoch: 11, iters: 29140, time: 0.297, data: 0.019) G_GAN: 2.895 G_L1: 7.356 D_real: 0.312 D_fake: 0.172 +(epoch: 11, iters: 29240, time: 0.308, data: 0.017) G_GAN: 6.593 G_L1: 4.505 D_real: 0.024 D_fake: 0.702 +(epoch: 11, iters: 29340, time: 0.295, data: 0.019) G_GAN: 3.526 G_L1: 3.623 D_real: 0.705 D_fake: 0.024 +(epoch: 11, iters: 29440, time: 0.367, data: 0.015) G_GAN: 4.212 G_L1: 3.503 D_real: 0.025 D_fake: 0.048 +(epoch: 11, iters: 29540, time: 0.301, data: 0.017) G_GAN: 3.677 G_L1: 5.317 D_real: 0.348 D_fake: 0.479 +(epoch: 11, iters: 29640, time: 0.293, data: 0.016) G_GAN: 4.758 G_L1: 4.050 D_real: 0.004 D_fake: 0.110 +(epoch: 11, iters: 29740, time: 0.302, data: 0.016) G_GAN: 4.881 G_L1: 5.813 D_real: 0.294 D_fake: 0.194 +(epoch: 11, iters: 29840, time: 0.531, data: 0.022) G_GAN: 4.203 G_L1: 4.333 D_real: 0.027 D_fake: 0.054 +(epoch: 11, iters: 29940, time: 0.299, data: 0.020) G_GAN: 3.261 G_L1: 4.624 D_real: 0.072 D_fake: 0.143 +(epoch: 11, iters: 30040, time: 0.303, data: 0.017) G_GAN: 3.705 G_L1: 4.128 D_real: 0.301 D_fake: 0.080 +(epoch: 11, iters: 30140, time: 0.297, data: 0.017) G_GAN: 2.965 G_L1: 4.329 D_real: 0.245 D_fake: 0.065 +(epoch: 11, iters: 30240, time: 0.427, data: 0.016) G_GAN: 4.269 G_L1: 3.679 D_real: 0.075 D_fake: 0.122 +(epoch: 11, iters: 30340, time: 0.301, data: 0.018) G_GAN: 4.718 G_L1: 4.269 D_real: 0.012 D_fake: 0.633 +(epoch: 11, iters: 30440, time: 0.301, data: 0.023) G_GAN: 3.039 G_L1: 2.796 D_real: 0.559 D_fake: 0.083 +(epoch: 11, iters: 30540, time: 0.298, data: 0.017) G_GAN: 3.908 G_L1: 5.342 D_real: 0.017 D_fake: 0.042 +(epoch: 11, iters: 30640, time: 0.419, data: 0.017) G_GAN: 5.808 G_L1: 3.994 D_real: 0.009 D_fake: 0.021 +(epoch: 11, iters: 30740, time: 0.255, data: 0.020) G_GAN: 2.977 G_L1: 1.934 D_real: 0.251 D_fake: 0.405 +(epoch: 11, iters: 30840, time: 0.294, data: 0.014) G_GAN: 3.990 G_L1: 3.695 D_real: 0.021 D_fake: 0.081 +(epoch: 11, iters: 30940, time: 0.298, data: 0.017) G_GAN: 3.488 G_L1: 3.508 D_real: 0.018 D_fake: 0.412 +(epoch: 11, iters: 31040, time: 0.413, data: 0.016) G_GAN: 2.676 G_L1: 3.691 D_real: 0.474 D_fake: 0.259 +(epoch: 11, iters: 31140, time: 0.297, data: 0.019) G_GAN: 5.021 G_L1: 4.102 D_real: 0.061 D_fake: 0.414 +(epoch: 11, iters: 31240, time: 0.305, data: 0.017) G_GAN: 5.076 G_L1: 4.721 D_real: 0.005 D_fake: 0.124 +(epoch: 11, iters: 31340, time: 0.294, data: 0.017) G_GAN: 4.486 G_L1: 3.900 D_real: 0.074 D_fake: 0.225 +(epoch: 11, iters: 31440, time: 0.414, data: 0.016) G_GAN: 6.163 G_L1: 4.947 D_real: 0.268 D_fake: 0.019 +(epoch: 11, iters: 31540, time: 0.296, data: 0.018) G_GAN: 3.657 G_L1: 4.788 D_real: 0.173 D_fake: 0.292 +(epoch: 11, iters: 31640, time: 0.295, data: 0.017) G_GAN: 3.581 G_L1: 5.516 D_real: 0.252 D_fake: 0.213 +(epoch: 11, iters: 31740, time: 0.294, data: 0.015) G_GAN: 3.069 G_L1: 5.287 D_real: 0.312 D_fake: 0.061 +(epoch: 11, iters: 31840, time: 0.574, data: 0.017) G_GAN: 2.734 G_L1: 3.889 D_real: 0.522 D_fake: 0.145 +(epoch: 11, iters: 31940, time: 0.291, data: 0.019) G_GAN: 4.327 G_L1: 3.195 D_real: 0.067 D_fake: 0.217 +(epoch: 11, iters: 32040, time: 0.294, data: 0.014) G_GAN: 3.015 G_L1: 3.694 D_real: 0.198 D_fake: 0.176 +(epoch: 11, iters: 32140, time: 0.299, data: 0.017) G_GAN: 3.879 G_L1: 3.160 D_real: 0.037 D_fake: 0.092 +(epoch: 11, iters: 32240, time: 0.411, data: 0.015) G_GAN: 3.741 G_L1: 3.254 D_real: 0.195 D_fake: 0.101 +(epoch: 11, iters: 32340, time: 0.297, data: 0.017) G_GAN: 3.574 G_L1: 4.464 D_real: 0.020 D_fake: 0.510 +(epoch: 11, iters: 32440, time: 0.304, data: 0.016) G_GAN: 2.417 G_L1: 3.113 D_real: 0.997 D_fake: 0.031 +(epoch: 11, iters: 32540, time: 0.297, data: 0.017) G_GAN: 3.125 G_L1: 3.572 D_real: 0.519 D_fake: 0.072 +(epoch: 11, iters: 32640, time: 0.419, data: 0.017) G_GAN: 4.335 G_L1: 4.081 D_real: 0.065 D_fake: 0.197 +(epoch: 11, iters: 32740, time: 0.302, data: 0.019) G_GAN: 2.692 G_L1: 3.934 D_real: 0.478 D_fake: 0.303 +(epoch: 11, iters: 32840, time: 0.308, data: 0.016) G_GAN: 3.259 G_L1: 4.385 D_real: 0.089 D_fake: 0.306 +(epoch: 11, iters: 32940, time: 0.303, data: 0.019) G_GAN: 4.592 G_L1: 4.530 D_real: 0.146 D_fake: 0.027 +(epoch: 11, iters: 33040, time: 0.409, data: 0.019) G_GAN: 3.202 G_L1: 3.362 D_real: 0.220 D_fake: 0.461 +(epoch: 11, iters: 33140, time: 0.295, data: 0.017) G_GAN: 3.705 G_L1: 3.727 D_real: 0.170 D_fake: 0.152 +(epoch: 11, iters: 33240, time: 0.305, data: 0.018) G_GAN: 3.222 G_L1: 3.417 D_real: 0.108 D_fake: 0.394 +(epoch: 11, iters: 33340, time: 0.299, data: 0.017) G_GAN: 4.202 G_L1: 2.964 D_real: 0.031 D_fake: 0.504 +(epoch: 11, iters: 33440, time: 0.416, data: 0.017) G_GAN: 3.348 G_L1: 2.726 D_real: 0.425 D_fake: 0.200 +(epoch: 11, iters: 33540, time: 0.302, data: 0.020) G_GAN: 5.855 G_L1: 5.497 D_real: 0.038 D_fake: 0.009 +(epoch: 11, iters: 33640, time: 0.295, data: 0.021) G_GAN: 5.140 G_L1: 4.247 D_real: 0.093 D_fake: 0.032 +(epoch: 11, iters: 33740, time: 0.310, data: 0.017) G_GAN: 4.506 G_L1: 3.736 D_real: 0.153 D_fake: 0.150 +(epoch: 11, iters: 33840, time: 0.489, data: 0.021) G_GAN: 6.482 G_L1: 5.385 D_real: 0.141 D_fake: 0.333 +(epoch: 11, iters: 33940, time: 0.294, data: 0.019) G_GAN: 2.353 G_L1: 2.917 D_real: 0.161 D_fake: 0.119 +(epoch: 11, iters: 34040, time: 0.296, data: 0.017) G_GAN: 4.332 G_L1: 3.736 D_real: 0.034 D_fake: 0.142 +(epoch: 11, iters: 34140, time: 0.299, data: 0.015) G_GAN: 3.728 G_L1: 3.351 D_real: 0.130 D_fake: 0.392 +(epoch: 11, iters: 34240, time: 0.417, data: 0.017) G_GAN: 2.222 G_L1: 6.721 D_real: 0.177 D_fake: 0.276 +(epoch: 11, iters: 34340, time: 0.304, data: 0.019) G_GAN: 3.713 G_L1: 3.438 D_real: 0.134 D_fake: 0.144 +(epoch: 11, iters: 34440, time: 0.297, data: 0.017) G_GAN: 3.259 G_L1: 3.649 D_real: 0.097 D_fake: 0.123 +(epoch: 11, iters: 34540, time: 0.306, data: 0.019) G_GAN: 3.245 G_L1: 4.289 D_real: 0.092 D_fake: 0.212 +(epoch: 11, iters: 34640, time: 0.415, data: 0.017) G_GAN: 4.640 G_L1: 5.927 D_real: 0.183 D_fake: 0.064 +(epoch: 11, iters: 34740, time: 0.300, data: 0.019) G_GAN: 5.811 G_L1: 5.050 D_real: 0.115 D_fake: 0.045 +(epoch: 11, iters: 34840, time: 0.296, data: 0.017) G_GAN: 5.350 G_L1: 4.164 D_real: 0.405 D_fake: 0.255 +(epoch: 11, iters: 34940, time: 0.303, data: 0.018) G_GAN: 3.739 G_L1: 3.745 D_real: 0.002 D_fake: 0.166 +(epoch: 11, iters: 35040, time: 0.408, data: 0.017) G_GAN: 3.901 G_L1: 5.050 D_real: 0.086 D_fake: 0.108 +(epoch: 11, iters: 35140, time: 0.304, data: 0.019) G_GAN: 3.977 G_L1: 3.890 D_real: 0.449 D_fake: 0.034 +(epoch: 11, iters: 35240, time: 0.295, data: 0.018) G_GAN: 4.784 G_L1: 3.771 D_real: 0.036 D_fake: 0.076 +(epoch: 11, iters: 35340, time: 0.286, data: 0.018) G_GAN: 3.606 G_L1: 4.843 D_real: 0.163 D_fake: 0.267 +(epoch: 11, iters: 35440, time: 0.419, data: 0.016) G_GAN: 3.119 G_L1: 3.933 D_real: 0.390 D_fake: 0.075 +(epoch: 11, iters: 35540, time: 0.297, data: 0.018) G_GAN: 3.282 G_L1: 6.215 D_real: 0.190 D_fake: 0.104 +(epoch: 11, iters: 35640, time: 0.303, data: 0.016) G_GAN: 2.830 G_L1: 3.582 D_real: 0.441 D_fake: 0.119 +(epoch: 11, iters: 35740, time: 0.301, data: 0.017) G_GAN: 3.160 G_L1: 2.569 D_real: 0.066 D_fake: 0.184 +(epoch: 11, iters: 35840, time: 0.495, data: 0.016) G_GAN: 2.292 G_L1: 3.328 D_real: 1.073 D_fake: 0.012 +(epoch: 11, iters: 35940, time: 0.302, data: 0.018) G_GAN: 2.809 G_L1: 3.833 D_real: 0.291 D_fake: 0.107 +(epoch: 11, iters: 36040, time: 0.305, data: 0.017) G_GAN: 4.362 G_L1: 3.906 D_real: 0.345 D_fake: 0.088 +(epoch: 11, iters: 36140, time: 0.298, data: 0.018) G_GAN: 6.275 G_L1: 5.966 D_real: 0.030 D_fake: 0.157 +(epoch: 11, iters: 36240, time: 0.414, data: 0.016) G_GAN: 3.306 G_L1: 3.260 D_real: 0.192 D_fake: 0.095 +(epoch: 11, iters: 36340, time: 0.303, data: 0.020) G_GAN: 3.886 G_L1: 2.976 D_real: 0.033 D_fake: 0.239 +(epoch: 11, iters: 36440, time: 0.306, data: 0.018) G_GAN: 3.087 G_L1: 4.055 D_real: 0.770 D_fake: 0.062 +(epoch: 11, iters: 36540, time: 0.304, data: 0.018) G_GAN: 3.485 G_L1: 3.556 D_real: 0.081 D_fake: 0.146 +(epoch: 11, iters: 36640, time: 0.422, data: 0.019) G_GAN: 7.098 G_L1: 6.172 D_real: 0.151 D_fake: 0.002 +(epoch: 11, iters: 36740, time: 0.310, data: 0.019) G_GAN: 3.765 G_L1: 3.675 D_real: 0.086 D_fake: 0.097 +(epoch: 11, iters: 36840, time: 0.289, data: 0.018) G_GAN: 5.393 G_L1: 4.754 D_real: 0.153 D_fake: 0.060 +(epoch: 11, iters: 36940, time: 0.298, data: 0.017) G_GAN: 3.560 G_L1: 3.888 D_real: 0.221 D_fake: 0.060 +(epoch: 11, iters: 37040, time: 0.413, data: 0.017) G_GAN: 3.075 G_L1: 3.167 D_real: 0.204 D_fake: 0.113 +(epoch: 11, iters: 37140, time: 0.295, data: 0.019) G_GAN: 3.989 G_L1: 8.479 D_real: 0.701 D_fake: 0.010 +(epoch: 11, iters: 37240, time: 0.297, data: 0.018) G_GAN: 2.711 G_L1: 8.474 D_real: 0.402 D_fake: 0.172 +(epoch: 11, iters: 37340, time: 0.294, data: 0.022) G_GAN: 5.103 G_L1: 4.498 D_real: 0.170 D_fake: 0.823 +(epoch: 11, iters: 37440, time: 0.416, data: 0.018) G_GAN: 3.886 G_L1: 3.927 D_real: 0.009 D_fake: 0.250 +(epoch: 11, iters: 37540, time: 0.305, data: 0.021) G_GAN: 3.710 G_L1: 4.487 D_real: 0.329 D_fake: 0.119 +(epoch: 11, iters: 37640, time: 0.306, data: 0.018) G_GAN: 3.938 G_L1: 3.286 D_real: 0.066 D_fake: 0.076 +(epoch: 11, iters: 37740, time: 0.304, data: 0.016) G_GAN: 3.311 G_L1: 3.789 D_real: 0.273 D_fake: 0.093 +(epoch: 11, iters: 37840, time: 0.533, data: 0.018) G_GAN: 3.900 G_L1: 5.614 D_real: 0.008 D_fake: 0.411 +(epoch: 11, iters: 37940, time: 0.292, data: 0.019) G_GAN: 5.359 G_L1: 3.874 D_real: 0.135 D_fake: 0.044 +(epoch: 11, iters: 38040, time: 0.306, data: 0.018) G_GAN: 4.663 G_L1: 4.138 D_real: 0.249 D_fake: 0.292 +(epoch: 11, iters: 38140, time: 0.298, data: 0.017) G_GAN: 3.521 G_L1: 3.259 D_real: 0.178 D_fake: 0.294 +(epoch: 11, iters: 38240, time: 0.418, data: 0.017) G_GAN: 5.001 G_L1: 3.898 D_real: 0.020 D_fake: 0.071 +(epoch: 11, iters: 38340, time: 0.307, data: 0.019) G_GAN: 3.726 G_L1: 4.577 D_real: 0.123 D_fake: 0.070 +(epoch: 11, iters: 38440, time: 0.297, data: 0.018) G_GAN: 4.994 G_L1: 5.392 D_real: 0.000 D_fake: 0.041 +(epoch: 11, iters: 38540, time: 0.303, data: 0.018) G_GAN: 3.600 G_L1: 2.866 D_real: 0.207 D_fake: 0.037 +(epoch: 11, iters: 38640, time: 0.399, data: 0.017) G_GAN: 4.123 G_L1: 2.809 D_real: 0.000 D_fake: 0.027 +(epoch: 11, iters: 38740, time: 0.297, data: 0.019) G_GAN: 3.551 G_L1: 3.292 D_real: 0.090 D_fake: 0.057 +(epoch: 11, iters: 38840, time: 0.303, data: 0.021) G_GAN: 4.352 G_L1: 4.412 D_real: 0.002 D_fake: 0.426 +(epoch: 11, iters: 38940, time: 0.304, data: 0.018) G_GAN: 4.516 G_L1: 5.666 D_real: 0.159 D_fake: 0.049 +(epoch: 11, iters: 39040, time: 0.380, data: 0.020) G_GAN: 3.717 G_L1: 4.582 D_real: 0.054 D_fake: 0.139 +(epoch: 11, iters: 39140, time: 0.300, data: 0.019) G_GAN: 5.679 G_L1: 4.853 D_real: 0.064 D_fake: 0.267 +(epoch: 11, iters: 39240, time: 0.302, data: 0.017) G_GAN: 3.232 G_L1: 3.632 D_real: 0.149 D_fake: 0.139 +(epoch: 11, iters: 39340, time: 0.303, data: 0.017) G_GAN: 3.352 G_L1: 2.955 D_real: 0.434 D_fake: 0.068 +(epoch: 11, iters: 39440, time: 0.410, data: 0.018) G_GAN: 4.441 G_L1: 3.729 D_real: 0.151 D_fake: 0.053 +(epoch: 11, iters: 39540, time: 0.302, data: 0.017) G_GAN: 2.715 G_L1: 3.287 D_real: 0.512 D_fake: 0.043 +(epoch: 11, iters: 39640, time: 0.297, data: 0.016) G_GAN: 5.562 G_L1: 4.425 D_real: 0.022 D_fake: 0.167 +(epoch: 11, iters: 39740, time: 0.312, data: 0.017) G_GAN: 4.968 G_L1: 4.540 D_real: 0.280 D_fake: 0.013 +(epoch: 11, iters: 39840, time: 0.553, data: 0.023) G_GAN: 3.894 G_L1: 3.911 D_real: 0.144 D_fake: 0.262 +(epoch: 11, iters: 39940, time: 0.284, data: 0.020) G_GAN: 5.200 G_L1: 4.037 D_real: 0.109 D_fake: 0.017 +(epoch: 11, iters: 40040, time: 0.285, data: 0.016) G_GAN: 4.490 G_L1: 4.077 D_real: 0.236 D_fake: 0.247 +(epoch: 11, iters: 40140, time: 0.288, data: 0.016) G_GAN: 4.439 G_L1: 2.928 D_real: 1.281 D_fake: 0.008 +(epoch: 11, iters: 40240, time: 0.410, data: 0.016) G_GAN: 4.656 G_L1: 5.065 D_real: 0.107 D_fake: 0.028 +(epoch: 11, iters: 40340, time: 0.293, data: 0.018) G_GAN: 3.262 G_L1: 4.091 D_real: 0.306 D_fake: 0.203 +(epoch: 11, iters: 40440, time: 0.295, data: 0.019) G_GAN: 4.297 G_L1: 4.853 D_real: 0.123 D_fake: 0.093 +(epoch: 11, iters: 40540, time: 0.293, data: 0.017) G_GAN: 2.912 G_L1: 2.549 D_real: 0.096 D_fake: 0.466 +(epoch: 11, iters: 40640, time: 0.412, data: 0.016) G_GAN: 3.258 G_L1: 6.696 D_real: 0.144 D_fake: 0.245 +(epoch: 11, iters: 40740, time: 0.286, data: 0.019) G_GAN: 4.914 G_L1: 3.927 D_real: 0.065 D_fake: 0.276 +(epoch: 11, iters: 40840, time: 0.288, data: 0.016) G_GAN: 3.389 G_L1: 4.739 D_real: 0.181 D_fake: 0.045 +(epoch: 11, iters: 40940, time: 0.293, data: 0.017) G_GAN: 4.030 G_L1: 3.188 D_real: 0.312 D_fake: 0.245 +(epoch: 11, iters: 41040, time: 0.408, data: 0.017) G_GAN: 4.331 G_L1: 4.676 D_real: 0.011 D_fake: 0.302 +(epoch: 11, iters: 41140, time: 0.296, data: 0.019) G_GAN: 4.880 G_L1: 4.255 D_real: 0.039 D_fake: 0.203 +(epoch: 11, iters: 41240, time: 0.286, data: 0.018) G_GAN: 4.068 G_L1: 4.102 D_real: 0.208 D_fake: 0.150 +(epoch: 11, iters: 41340, time: 0.287, data: 0.016) G_GAN: 2.592 G_L1: 4.312 D_real: 0.202 D_fake: 0.051 +(epoch: 11, iters: 41440, time: 0.383, data: 0.014) G_GAN: 3.874 G_L1: 6.947 D_real: 0.063 D_fake: 0.238 +(epoch: 11, iters: 41540, time: 0.290, data: 0.022) G_GAN: 3.924 G_L1: 4.232 D_real: 0.023 D_fake: 0.122 +(epoch: 11, iters: 41640, time: 0.284, data: 0.019) G_GAN: 3.312 G_L1: 3.800 D_real: 0.089 D_fake: 0.478 +(epoch: 11, iters: 41740, time: 0.287, data: 0.019) G_GAN: 3.498 G_L1: 4.363 D_real: 0.041 D_fake: 0.271 +(epoch: 11, iters: 41840, time: 0.524, data: 0.020) G_GAN: 4.392 G_L1: 3.710 D_real: 0.041 D_fake: 0.473 +(epoch: 11, iters: 41940, time: 0.295, data: 0.019) G_GAN: 3.966 G_L1: 2.984 D_real: 0.019 D_fake: 0.123 +(epoch: 11, iters: 42040, time: 0.286, data: 0.017) G_GAN: 4.055 G_L1: 4.154 D_real: 0.038 D_fake: 0.552 +(epoch: 11, iters: 42140, time: 0.290, data: 0.016) G_GAN: 2.484 G_L1: 3.084 D_real: 0.276 D_fake: 0.214 +(epoch: 11, iters: 42240, time: 0.376, data: 0.020) G_GAN: 3.342 G_L1: 6.437 D_real: 0.021 D_fake: 0.247 +(epoch: 11, iters: 42340, time: 0.282, data: 0.023) G_GAN: 3.080 G_L1: 4.225 D_real: 0.231 D_fake: 0.364 +(epoch: 11, iters: 42440, time: 0.288, data: 0.017) G_GAN: 3.437 G_L1: 4.490 D_real: 0.056 D_fake: 0.405 +(epoch: 11, iters: 42540, time: 0.300, data: 0.017) G_GAN: 6.506 G_L1: 4.807 D_real: 0.158 D_fake: 0.656 +(epoch: 11, iters: 42640, time: 0.393, data: 0.020) G_GAN: 2.011 G_L1: 3.416 D_real: 0.408 D_fake: 0.162 +(epoch: 11, iters: 42740, time: 0.297, data: 0.023) G_GAN: 5.641 G_L1: 5.484 D_real: 0.092 D_fake: 0.080 +(epoch: 11, iters: 42840, time: 0.293, data: 0.016) G_GAN: 3.888 G_L1: 3.641 D_real: 0.051 D_fake: 0.272 +(epoch: 11, iters: 42940, time: 0.294, data: 0.021) G_GAN: 5.123 G_L1: 3.757 D_real: 0.049 D_fake: 0.040 +(epoch: 11, iters: 43040, time: 0.403, data: 0.023) G_GAN: 5.854 G_L1: 3.700 D_real: 0.045 D_fake: 0.009 +(epoch: 11, iters: 43140, time: 0.298, data: 0.017) G_GAN: 4.310 G_L1: 3.073 D_real: 0.122 D_fake: 0.044 +(epoch: 11, iters: 43240, time: 0.292, data: 0.021) G_GAN: 2.932 G_L1: 4.898 D_real: 0.248 D_fake: 0.204 +(epoch: 11, iters: 43340, time: 0.292, data: 0.017) G_GAN: 3.977 G_L1: 3.347 D_real: 0.016 D_fake: 0.138 +(epoch: 11, iters: 43440, time: 0.413, data: 0.022) G_GAN: 3.551 G_L1: 3.816 D_real: 0.328 D_fake: 0.090 +(epoch: 11, iters: 43540, time: 0.291, data: 0.025) G_GAN: 5.385 G_L1: 4.762 D_real: 0.024 D_fake: 0.120 +(epoch: 11, iters: 43640, time: 0.293, data: 0.019) G_GAN: 4.248 G_L1: 2.851 D_real: 0.026 D_fake: 0.210 +(epoch: 11, iters: 43740, time: 0.298, data: 0.015) G_GAN: 2.968 G_L1: 5.606 D_real: 0.517 D_fake: 0.044 +(epoch: 11, iters: 43840, time: 0.477, data: 0.023) G_GAN: 3.599 G_L1: 3.497 D_real: 0.319 D_fake: 0.258 +(epoch: 11, iters: 43940, time: 0.289, data: 0.018) G_GAN: 2.010 G_L1: 3.641 D_real: 0.364 D_fake: 0.238 +(epoch: 11, iters: 44040, time: 0.298, data: 0.016) G_GAN: 5.089 G_L1: 4.683 D_real: 0.965 D_fake: 0.003 +(epoch: 11, iters: 44140, time: 0.290, data: 0.017) G_GAN: 3.078 G_L1: 2.561 D_real: 0.746 D_fake: 0.521 +(epoch: 11, iters: 44240, time: 0.394, data: 0.016) G_GAN: 2.597 G_L1: 2.798 D_real: 0.948 D_fake: 0.024 +(epoch: 11, iters: 44340, time: 0.298, data: 0.019) G_GAN: 2.854 G_L1: 5.276 D_real: 0.407 D_fake: 0.261 +(epoch: 11, iters: 44440, time: 0.287, data: 0.022) G_GAN: 4.174 G_L1: 3.671 D_real: 0.107 D_fake: 0.125 +(epoch: 11, iters: 44540, time: 0.292, data: 0.016) G_GAN: 3.212 G_L1: 4.600 D_real: 0.317 D_fake: 0.077 +(epoch: 11, iters: 44640, time: 0.414, data: 0.021) G_GAN: 4.305 G_L1: 5.064 D_real: 0.254 D_fake: 0.197 +(epoch: 11, iters: 44740, time: 0.289, data: 0.017) G_GAN: 4.313 G_L1: 3.509 D_real: 0.130 D_fake: 0.168 +(epoch: 11, iters: 44840, time: 0.293, data: 0.015) G_GAN: 4.095 G_L1: 3.043 D_real: 0.295 D_fake: 0.047 +(epoch: 11, iters: 44940, time: 0.287, data: 0.018) G_GAN: 5.007 G_L1: 4.140 D_real: 0.107 D_fake: 0.029 +(epoch: 11, iters: 45040, time: 0.417, data: 0.016) G_GAN: 2.604 G_L1: 3.206 D_real: 0.420 D_fake: 0.172 +(epoch: 11, iters: 45140, time: 0.304, data: 0.019) G_GAN: 5.615 G_L1: 4.167 D_real: 0.018 D_fake: 0.420 +(epoch: 11, iters: 45240, time: 0.306, data: 0.018) G_GAN: 3.853 G_L1: 3.588 D_real: 0.246 D_fake: 0.163 +(epoch: 11, iters: 45340, time: 0.301, data: 0.017) G_GAN: 4.400 G_L1: 3.809 D_real: 0.156 D_fake: 0.033 +(epoch: 11, iters: 45440, time: 0.413, data: 0.019) G_GAN: 4.402 G_L1: 3.291 D_real: 0.165 D_fake: 0.054 +(epoch: 11, iters: 45540, time: 0.305, data: 0.018) G_GAN: 3.426 G_L1: 3.762 D_real: 0.018 D_fake: 0.180 +(epoch: 11, iters: 45640, time: 0.292, data: 0.020) G_GAN: 4.556 G_L1: 4.977 D_real: 0.024 D_fake: 0.242 +(epoch: 11, iters: 45740, time: 0.296, data: 0.016) G_GAN: 3.417 G_L1: 5.328 D_real: 0.063 D_fake: 0.178 +(epoch: 11, iters: 45840, time: 0.547, data: 0.015) G_GAN: 1.924 G_L1: 3.311 D_real: 0.685 D_fake: 0.067 +(epoch: 11, iters: 45940, time: 0.300, data: 0.019) G_GAN: 4.217 G_L1: 6.204 D_real: 0.429 D_fake: 0.120 +(epoch: 11, iters: 46040, time: 0.306, data: 0.016) G_GAN: 2.980 G_L1: 5.049 D_real: 0.063 D_fake: 0.093 +(epoch: 11, iters: 46140, time: 0.301, data: 0.016) G_GAN: 4.940 G_L1: 6.154 D_real: 0.100 D_fake: 0.127 +(epoch: 11, iters: 46240, time: 0.405, data: 0.017) G_GAN: 4.359 G_L1: 4.765 D_real: 0.282 D_fake: 0.015 +(epoch: 11, iters: 46340, time: 0.300, data: 0.018) G_GAN: 3.154 G_L1: 3.953 D_real: 0.345 D_fake: 0.068 +(epoch: 11, iters: 46440, time: 0.300, data: 0.015) G_GAN: 4.922 G_L1: 4.593 D_real: 0.010 D_fake: 0.744 +(epoch: 11, iters: 46540, time: 0.298, data: 0.017) G_GAN: 2.316 G_L1: 3.775 D_real: 0.701 D_fake: 0.058 +(epoch: 11, iters: 46640, time: 0.416, data: 0.018) G_GAN: 3.620 G_L1: 2.599 D_real: 0.108 D_fake: 0.222 +(epoch: 11, iters: 46740, time: 0.297, data: 0.019) G_GAN: 2.306 G_L1: 2.999 D_real: 0.471 D_fake: 0.144 +(epoch: 11, iters: 46840, time: 0.295, data: 0.017) G_GAN: 3.179 G_L1: 3.258 D_real: 0.004 D_fake: 0.694 +(epoch: 11, iters: 46940, time: 0.299, data: 0.015) G_GAN: 2.995 G_L1: 3.140 D_real: 0.364 D_fake: 0.343 +(epoch: 11, iters: 47040, time: 0.414, data: 0.017) G_GAN: 2.822 G_L1: 5.986 D_real: 0.746 D_fake: 0.072 +(epoch: 11, iters: 47140, time: 0.302, data: 0.018) G_GAN: 2.820 G_L1: 2.640 D_real: 0.077 D_fake: 0.187 +(epoch: 11, iters: 47240, time: 0.302, data: 0.017) G_GAN: 4.887 G_L1: 4.579 D_real: 0.021 D_fake: 0.177 +(epoch: 11, iters: 47340, time: 0.304, data: 0.017) G_GAN: 3.016 G_L1: 4.074 D_real: 0.147 D_fake: 0.078 +(epoch: 11, iters: 47440, time: 0.407, data: 0.018) G_GAN: 4.025 G_L1: 3.242 D_real: 0.111 D_fake: 0.037 +(epoch: 11, iters: 47540, time: 0.298, data: 0.019) G_GAN: 4.019 G_L1: 10.413 D_real: 0.008 D_fake: 0.129 +(epoch: 11, iters: 47640, time: 0.296, data: 0.018) G_GAN: 3.835 G_L1: 5.772 D_real: 0.055 D_fake: 0.395 +(epoch: 11, iters: 47740, time: 0.297, data: 0.016) G_GAN: 4.369 G_L1: 3.547 D_real: 0.227 D_fake: 0.357 +(epoch: 11, iters: 47840, time: 0.546, data: 0.017) G_GAN: 3.193 G_L1: 4.899 D_real: 0.198 D_fake: 0.083 +(epoch: 11, iters: 47940, time: 0.303, data: 0.019) G_GAN: 5.927 G_L1: 4.255 D_real: 0.006 D_fake: 0.054 +(epoch: 11, iters: 48040, time: 0.300, data: 0.017) G_GAN: 3.436 G_L1: 3.573 D_real: 0.945 D_fake: 0.159 +(epoch: 11, iters: 48140, time: 0.288, data: 0.016) G_GAN: 3.693 G_L1: 2.896 D_real: 0.056 D_fake: 0.309 +(epoch: 11, iters: 48240, time: 0.417, data: 0.015) G_GAN: 4.407 G_L1: 4.433 D_real: 0.331 D_fake: 0.205 +(epoch: 11, iters: 48340, time: 0.296, data: 0.018) G_GAN: 4.892 G_L1: 4.352 D_real: 0.161 D_fake: 0.038 +(epoch: 11, iters: 48440, time: 0.290, data: 0.016) G_GAN: 3.111 G_L1: 5.237 D_real: 0.531 D_fake: 0.060 +(epoch: 11, iters: 48540, time: 0.295, data: 0.016) G_GAN: 2.749 G_L1: 3.764 D_real: 0.274 D_fake: 0.148 +(epoch: 11, iters: 48640, time: 0.413, data: 0.018) G_GAN: 4.680 G_L1: 3.761 D_real: 0.383 D_fake: 0.022 +(epoch: 11, iters: 48740, time: 0.278, data: 0.020) G_GAN: 6.207 G_L1: 5.450 D_real: 0.124 D_fake: 0.043 +(epoch: 11, iters: 48840, time: 0.302, data: 0.014) G_GAN: 3.760 G_L1: 4.577 D_real: 0.061 D_fake: 0.230 +(epoch: 11, iters: 48940, time: 0.306, data: 0.016) G_GAN: 2.979 G_L1: 3.832 D_real: 0.174 D_fake: 0.272 +(epoch: 11, iters: 49040, time: 0.418, data: 0.017) G_GAN: 2.124 G_L1: 3.342 D_real: 0.255 D_fake: 0.142 +(epoch: 11, iters: 49140, time: 0.299, data: 0.018) G_GAN: 4.454 G_L1: 3.342 D_real: 0.146 D_fake: 0.032 +(epoch: 11, iters: 49240, time: 0.299, data: 0.015) G_GAN: 5.282 G_L1: 3.806 D_real: 0.114 D_fake: 0.032 +(epoch: 11, iters: 49340, time: 0.294, data: 0.018) G_GAN: 6.993 G_L1: 4.768 D_real: 0.210 D_fake: 0.004 +(epoch: 11, iters: 49440, time: 0.418, data: 0.016) G_GAN: 3.690 G_L1: 4.886 D_real: 0.370 D_fake: 0.198 +(epoch: 11, iters: 49540, time: 0.303, data: 0.018) G_GAN: 3.474 G_L1: 4.891 D_real: 0.401 D_fake: 0.030 +(epoch: 11, iters: 49640, time: 0.308, data: 0.017) G_GAN: 5.212 G_L1: 4.831 D_real: 0.058 D_fake: 0.316 +(epoch: 11, iters: 49740, time: 0.297, data: 0.019) G_GAN: 5.432 G_L1: 4.133 D_real: 0.013 D_fake: 0.078 +(epoch: 11, iters: 49840, time: 0.518, data: 0.016) G_GAN: 3.835 G_L1: 3.623 D_real: 0.004 D_fake: 0.068 +(epoch: 11, iters: 49940, time: 0.302, data: 0.020) G_GAN: 3.798 G_L1: 3.217 D_real: 0.217 D_fake: 0.084 +(epoch: 11, iters: 50040, time: 0.298, data: 0.016) G_GAN: 4.001 G_L1: 4.016 D_real: 0.016 D_fake: 0.088 +(epoch: 11, iters: 50140, time: 0.296, data: 0.017) G_GAN: 4.093 G_L1: 6.885 D_real: 0.162 D_fake: 0.381 +(epoch: 11, iters: 50240, time: 0.430, data: 0.016) G_GAN: 3.924 G_L1: 6.166 D_real: 0.300 D_fake: 0.176 +(epoch: 11, iters: 50340, time: 0.296, data: 0.019) G_GAN: 4.222 G_L1: 3.156 D_real: 0.073 D_fake: 0.047 +(epoch: 11, iters: 50440, time: 0.298, data: 0.017) G_GAN: 5.005 G_L1: 2.710 D_real: 0.001 D_fake: 0.096 +(epoch: 11, iters: 50540, time: 0.295, data: 0.017) G_GAN: 2.984 G_L1: 3.788 D_real: 0.146 D_fake: 0.203 +(epoch: 11, iters: 50640, time: 0.417, data: 0.016) G_GAN: 3.457 G_L1: 3.245 D_real: 0.166 D_fake: 0.095 +(epoch: 11, iters: 50740, time: 0.303, data: 0.019) G_GAN: 4.545 G_L1: 3.537 D_real: 0.517 D_fake: 0.016 +(epoch: 11, iters: 50840, time: 0.294, data: 0.017) G_GAN: 4.833 G_L1: 4.197 D_real: 0.440 D_fake: 0.021 +(epoch: 11, iters: 50940, time: 0.303, data: 0.016) G_GAN: 4.157 G_L1: 5.227 D_real: 0.070 D_fake: 0.067 +(epoch: 11, iters: 51040, time: 0.415, data: 0.018) G_GAN: 4.042 G_L1: 3.725 D_real: 0.017 D_fake: 0.229 +(epoch: 11, iters: 51140, time: 0.296, data: 0.019) G_GAN: 4.240 G_L1: 3.659 D_real: 0.001 D_fake: 0.334 +(epoch: 11, iters: 51240, time: 0.298, data: 0.017) G_GAN: 3.183 G_L1: 2.721 D_real: 0.160 D_fake: 0.146 +(epoch: 11, iters: 51340, time: 0.295, data: 0.018) G_GAN: 3.440 G_L1: 3.587 D_real: 0.121 D_fake: 0.273 +(epoch: 11, iters: 51440, time: 0.422, data: 0.016) G_GAN: 4.438 G_L1: 5.200 D_real: 0.306 D_fake: 0.125 +(epoch: 11, iters: 51540, time: 0.297, data: 0.018) G_GAN: 3.264 G_L1: 3.659 D_real: 0.197 D_fake: 0.192 +(epoch: 11, iters: 51640, time: 0.301, data: 0.018) G_GAN: 1.585 G_L1: 3.007 D_real: 1.162 D_fake: 0.027 +(epoch: 11, iters: 51740, time: 0.305, data: 0.017) G_GAN: 2.828 G_L1: 4.407 D_real: 0.199 D_fake: 0.113 +(epoch: 11, iters: 51840, time: 0.536, data: 0.022) G_GAN: 4.266 G_L1: 7.395 D_real: 0.187 D_fake: 0.053 +(epoch: 11, iters: 51940, time: 0.299, data: 0.018) G_GAN: 5.298 G_L1: 3.008 D_real: 0.024 D_fake: 0.090 +(epoch: 11, iters: 52040, time: 0.292, data: 0.016) G_GAN: 4.449 G_L1: 4.229 D_real: 0.045 D_fake: 0.936 +(epoch: 11, iters: 52140, time: 0.289, data: 0.017) G_GAN: 2.162 G_L1: 5.444 D_real: 0.850 D_fake: 0.323 +(epoch: 11, iters: 52240, time: 0.413, data: 0.018) G_GAN: 4.480 G_L1: 6.184 D_real: 0.034 D_fake: 0.036 +(epoch: 11, iters: 52340, time: 0.299, data: 0.018) G_GAN: 3.670 G_L1: 2.901 D_real: 0.347 D_fake: 0.024 +(epoch: 11, iters: 52440, time: 0.295, data: 0.020) G_GAN: 7.749 G_L1: 7.831 D_real: 0.251 D_fake: 0.079 +(epoch: 11, iters: 52540, time: 0.288, data: 0.018) G_GAN: 4.011 G_L1: 4.727 D_real: 0.684 D_fake: 0.702 +(epoch: 11, iters: 52640, time: 0.402, data: 0.017) G_GAN: 4.441 G_L1: 4.697 D_real: 0.187 D_fake: 0.066 +(epoch: 11, iters: 52740, time: 0.301, data: 0.021) G_GAN: 1.493 G_L1: 3.067 D_real: 1.424 D_fake: 0.031 +(epoch: 11, iters: 52840, time: 0.305, data: 0.019) G_GAN: 4.131 G_L1: 3.681 D_real: 0.044 D_fake: 0.062 +(epoch: 11, iters: 52940, time: 0.300, data: 0.021) G_GAN: 3.894 G_L1: 5.105 D_real: 0.127 D_fake: 0.245 +(epoch: 11, iters: 53040, time: 0.405, data: 0.018) G_GAN: 4.330 G_L1: 4.351 D_real: 0.045 D_fake: 0.101 +(epoch: 11, iters: 53140, time: 0.299, data: 0.020) G_GAN: 4.812 G_L1: 5.143 D_real: 0.075 D_fake: 0.035 +(epoch: 11, iters: 53240, time: 0.300, data: 0.017) G_GAN: 5.198 G_L1: 5.163 D_real: 0.098 D_fake: 0.179 +(epoch: 11, iters: 53340, time: 0.298, data: 0.020) G_GAN: 3.836 G_L1: 3.295 D_real: 0.339 D_fake: 0.056 +(epoch: 11, iters: 53440, time: 0.393, data: 0.017) G_GAN: 3.280 G_L1: 2.876 D_real: 0.302 D_fake: 0.102 +(epoch: 11, iters: 53540, time: 0.299, data: 0.018) G_GAN: 3.997 G_L1: 4.892 D_real: 0.168 D_fake: 0.118 +(epoch: 11, iters: 53640, time: 0.294, data: 0.017) G_GAN: 3.250 G_L1: 2.717 D_real: 0.140 D_fake: 0.144 +(epoch: 11, iters: 53740, time: 0.299, data: 0.017) G_GAN: 3.262 G_L1: 4.681 D_real: 0.271 D_fake: 0.134 +(epoch: 11, iters: 53840, time: 0.542, data: 0.018) G_GAN: 3.365 G_L1: 3.015 D_real: 0.050 D_fake: 0.778 +(epoch: 11, iters: 53940, time: 0.293, data: 0.019) G_GAN: 2.682 G_L1: 3.260 D_real: 0.185 D_fake: 0.183 +(epoch: 11, iters: 54040, time: 0.298, data: 0.019) G_GAN: 4.889 G_L1: 3.250 D_real: 0.030 D_fake: 0.100 +(epoch: 11, iters: 54140, time: 0.305, data: 0.019) G_GAN: 3.426 G_L1: 3.874 D_real: 0.087 D_fake: 0.217 +(epoch: 11, iters: 54240, time: 0.425, data: 0.023) G_GAN: 2.428 G_L1: 2.997 D_real: 0.092 D_fake: 0.299 +(epoch: 11, iters: 54340, time: 0.302, data: 0.020) G_GAN: 1.374 G_L1: 3.519 D_real: 0.878 D_fake: 0.051 +(epoch: 11, iters: 54440, time: 0.293, data: 0.018) G_GAN: 3.538 G_L1: 4.933 D_real: 0.206 D_fake: 0.238 +(epoch: 11, iters: 54540, time: 0.294, data: 0.017) G_GAN: 2.952 G_L1: 5.030 D_real: 0.289 D_fake: 0.019 +(epoch: 11, iters: 54640, time: 0.391, data: 0.021) G_GAN: 4.987 G_L1: 3.904 D_real: 0.067 D_fake: 0.296 +(epoch: 11, iters: 54740, time: 0.303, data: 0.019) G_GAN: 3.797 G_L1: 3.926 D_real: 0.067 D_fake: 0.055 +(epoch: 11, iters: 54840, time: 0.296, data: 0.020) G_GAN: 6.877 G_L1: 5.034 D_real: 0.332 D_fake: 0.027 +(epoch: 11, iters: 54940, time: 0.296, data: 0.022) G_GAN: 4.159 G_L1: 3.894 D_real: 0.126 D_fake: 0.383 +(epoch: 11, iters: 55040, time: 0.406, data: 0.016) G_GAN: 4.116 G_L1: 4.023 D_real: 0.359 D_fake: 0.341 +(epoch: 11, iters: 55140, time: 0.292, data: 0.018) G_GAN: 4.295 G_L1: 4.757 D_real: 1.186 D_fake: 0.423 +(epoch: 11, iters: 55240, time: 0.261, data: 0.017) G_GAN: 2.947 G_L1: 3.809 D_real: 0.032 D_fake: 0.242 +(epoch: 11, iters: 55340, time: 0.289, data: 0.012) G_GAN: 3.336 G_L1: 3.018 D_real: 0.157 D_fake: 0.213 +(epoch: 11, iters: 55440, time: 0.375, data: 0.018) G_GAN: 4.439 G_L1: 4.110 D_real: 0.300 D_fake: 0.154 +(epoch: 11, iters: 55540, time: 0.294, data: 0.017) G_GAN: 1.577 G_L1: 3.224 D_real: 0.598 D_fake: 0.122 +(epoch: 11, iters: 55640, time: 0.296, data: 0.017) G_GAN: 5.290 G_L1: 4.269 D_real: 0.074 D_fake: 0.698 +(epoch: 11, iters: 55740, time: 0.289, data: 0.017) G_GAN: 3.100 G_L1: 2.868 D_real: 0.221 D_fake: 0.202 +(epoch: 11, iters: 55840, time: 0.565, data: 0.017) G_GAN: 3.131 G_L1: 6.600 D_real: 0.351 D_fake: 0.081 +(epoch: 11, iters: 55940, time: 0.293, data: 0.020) G_GAN: 3.747 G_L1: 5.317 D_real: 0.086 D_fake: 0.084 +(epoch: 11, iters: 56040, time: 0.306, data: 0.022) G_GAN: 4.951 G_L1: 3.633 D_real: 0.224 D_fake: 0.022 +(epoch: 11, iters: 56140, time: 0.307, data: 0.017) G_GAN: 5.301 G_L1: 5.489 D_real: 0.343 D_fake: 0.007 +(epoch: 11, iters: 56240, time: 0.411, data: 0.018) G_GAN: 4.991 G_L1: 4.142 D_real: 0.497 D_fake: 0.408 +(epoch: 11, iters: 56340, time: 0.308, data: 0.020) G_GAN: 4.073 G_L1: 3.061 D_real: 0.527 D_fake: 0.152 +(epoch: 11, iters: 56440, time: 0.302, data: 0.036) G_GAN: 3.598 G_L1: 5.035 D_real: 0.051 D_fake: 0.047 +(epoch: 11, iters: 56540, time: 0.295, data: 0.019) G_GAN: 2.505 G_L1: 3.433 D_real: 0.013 D_fake: 0.134 +(epoch: 11, iters: 56640, time: 0.412, data: 0.017) G_GAN: 4.075 G_L1: 5.731 D_real: 0.404 D_fake: 0.024 +(epoch: 11, iters: 56740, time: 0.296, data: 0.018) G_GAN: 3.749 G_L1: 3.301 D_real: 0.058 D_fake: 0.059 +(epoch: 11, iters: 56840, time: 0.294, data: 0.017) G_GAN: 2.416 G_L1: 4.595 D_real: 0.287 D_fake: 0.303 +(epoch: 11, iters: 56940, time: 0.281, data: 0.018) G_GAN: 3.607 G_L1: 4.265 D_real: 0.059 D_fake: 0.223 +(epoch: 11, iters: 57040, time: 0.393, data: 0.016) G_GAN: 5.269 G_L1: 3.956 D_real: 0.102 D_fake: 0.058 +(epoch: 11, iters: 57140, time: 0.297, data: 0.018) G_GAN: 3.965 G_L1: 3.527 D_real: 0.075 D_fake: 0.223 +(epoch: 11, iters: 57240, time: 0.302, data: 0.016) G_GAN: 2.274 G_L1: 3.224 D_real: 0.269 D_fake: 0.141 +(epoch: 11, iters: 57340, time: 0.308, data: 0.018) G_GAN: 3.856 G_L1: 3.889 D_real: 0.217 D_fake: 0.089 +(epoch: 11, iters: 57440, time: 0.384, data: 0.018) G_GAN: 2.348 G_L1: 3.662 D_real: 0.352 D_fake: 0.307 +(epoch: 11, iters: 57540, time: 0.297, data: 0.019) G_GAN: 2.948 G_L1: 6.755 D_real: 0.163 D_fake: 0.077 +(epoch: 11, iters: 57640, time: 0.304, data: 0.023) G_GAN: 2.975 G_L1: 3.651 D_real: 0.013 D_fake: 0.944 +(epoch: 11, iters: 57740, time: 0.295, data: 0.017) G_GAN: 4.007 G_L1: 5.334 D_real: 0.144 D_fake: 0.081 +(epoch: 11, iters: 57840, time: 0.579, data: 0.016) G_GAN: 2.944 G_L1: 3.889 D_real: 0.188 D_fake: 0.160 +(epoch: 11, iters: 57940, time: 0.307, data: 0.019) G_GAN: 2.609 G_L1: 3.327 D_real: 0.801 D_fake: 0.065 +(epoch: 11, iters: 58040, time: 0.294, data: 0.018) G_GAN: 3.222 G_L1: 4.274 D_real: 0.831 D_fake: 0.203 +(epoch: 11, iters: 58140, time: 0.308, data: 0.017) G_GAN: 5.350 G_L1: 5.263 D_real: 0.008 D_fake: 0.140 +(epoch: 11, iters: 58240, time: 0.398, data: 0.023) G_GAN: 2.981 G_L1: 3.893 D_real: 0.637 D_fake: 0.054 +(epoch: 11, iters: 58340, time: 0.297, data: 0.018) G_GAN: 2.567 G_L1: 4.616 D_real: 0.062 D_fake: 0.301 +(epoch: 11, iters: 58440, time: 0.279, data: 0.017) G_GAN: 5.200 G_L1: 2.889 D_real: 0.108 D_fake: 0.029 +(epoch: 11, iters: 58540, time: 0.299, data: 0.016) G_GAN: 4.235 G_L1: 3.432 D_real: 0.174 D_fake: 0.245 +(epoch: 11, iters: 58640, time: 0.400, data: 0.018) G_GAN: 3.579 G_L1: 4.266 D_real: 0.075 D_fake: 0.215 +(epoch: 11, iters: 58740, time: 0.288, data: 0.019) G_GAN: 4.137 G_L1: 3.891 D_real: 0.040 D_fake: 0.068 +(epoch: 11, iters: 58840, time: 0.295, data: 0.016) G_GAN: 2.782 G_L1: 3.292 D_real: 0.163 D_fake: 0.094 +(epoch: 11, iters: 58940, time: 0.297, data: 0.016) G_GAN: 3.538 G_L1: 4.187 D_real: 0.044 D_fake: 0.087 +(epoch: 11, iters: 59040, time: 0.409, data: 0.016) G_GAN: 4.385 G_L1: 3.991 D_real: 0.055 D_fake: 0.032 +(epoch: 11, iters: 59140, time: 0.289, data: 0.019) G_GAN: 3.709 G_L1: 4.490 D_real: 0.064 D_fake: 0.110 +(epoch: 11, iters: 59240, time: 0.291, data: 0.015) G_GAN: 5.386 G_L1: 5.218 D_real: 0.097 D_fake: 0.018 +(epoch: 11, iters: 59340, time: 0.293, data: 0.016) G_GAN: 3.594 G_L1: 3.724 D_real: 0.056 D_fake: 0.157 +(epoch: 11, iters: 59440, time: 0.396, data: 0.016) G_GAN: 3.894 G_L1: 4.460 D_real: 0.087 D_fake: 0.076 +(epoch: 11, iters: 59540, time: 0.297, data: 0.023) G_GAN: 5.010 G_L1: 4.270 D_real: 0.019 D_fake: 0.309 +(epoch: 11, iters: 59640, time: 0.291, data: 0.016) G_GAN: 4.552 G_L1: 5.946 D_real: 0.009 D_fake: 0.048 +(epoch: 11, iters: 59740, time: 0.290, data: 0.014) G_GAN: 5.402 G_L1: 6.173 D_real: 0.414 D_fake: 0.020 +(epoch: 11, iters: 59840, time: 0.475, data: 0.017) G_GAN: 3.698 G_L1: 4.988 D_real: 0.017 D_fake: 0.111 +(epoch: 11, iters: 59940, time: 0.287, data: 0.019) G_GAN: 3.902 G_L1: 3.230 D_real: 0.123 D_fake: 0.235 +(epoch: 12, iters: 24, time: 0.284, data: 0.016) G_GAN: 4.632 G_L1: 4.685 D_real: 0.084 D_fake: 0.085 +(epoch: 12, iters: 124, time: 0.304, data: 0.015) G_GAN: 4.814 G_L1: 4.580 D_real: 0.026 D_fake: 0.370 +(epoch: 12, iters: 224, time: 0.545, data: 0.019) G_GAN: 3.908 G_L1: 5.280 D_real: 0.046 D_fake: 0.175 +(epoch: 12, iters: 324, time: 0.301, data: 0.026) G_GAN: 2.906 G_L1: 4.225 D_real: 0.028 D_fake: 0.298 +(epoch: 12, iters: 424, time: 0.302, data: 0.019) G_GAN: 2.697 G_L1: 4.412 D_real: 0.387 D_fake: 0.123 +(epoch: 12, iters: 524, time: 0.294, data: 0.021) G_GAN: 4.232 G_L1: 3.158 D_real: 0.019 D_fake: 0.441 +(epoch: 12, iters: 624, time: 0.415, data: 0.019) G_GAN: 4.392 G_L1: 3.934 D_real: 0.019 D_fake: 0.033 +(epoch: 12, iters: 724, time: 0.302, data: 0.020) G_GAN: 5.185 G_L1: 3.244 D_real: 0.501 D_fake: 0.019 +(epoch: 12, iters: 824, time: 0.301, data: 0.018) G_GAN: 3.435 G_L1: 7.312 D_real: 0.013 D_fake: 0.366 +(epoch: 12, iters: 924, time: 0.304, data: 0.018) G_GAN: 4.251 G_L1: 3.036 D_real: 0.088 D_fake: 0.034 +(epoch: 12, iters: 1024, time: 0.385, data: 0.023) G_GAN: 3.294 G_L1: 2.887 D_real: 0.132 D_fake: 0.283 +(epoch: 12, iters: 1124, time: 0.299, data: 0.020) G_GAN: 4.753 G_L1: 5.054 D_real: 0.236 D_fake: 0.024 +(epoch: 12, iters: 1224, time: 0.303, data: 0.018) G_GAN: 5.209 G_L1: 4.065 D_real: 0.103 D_fake: 0.016 +(epoch: 12, iters: 1324, time: 0.302, data: 0.017) G_GAN: 4.040 G_L1: 3.780 D_real: 0.089 D_fake: 0.608 +(epoch: 12, iters: 1424, time: 0.418, data: 0.018) G_GAN: 3.001 G_L1: 3.628 D_real: 0.166 D_fake: 0.072 +(epoch: 12, iters: 1524, time: 0.297, data: 0.022) G_GAN: 2.767 G_L1: 2.593 D_real: 0.251 D_fake: 0.080 +(epoch: 12, iters: 1624, time: 0.297, data: 0.018) G_GAN: 4.628 G_L1: 3.820 D_real: 0.013 D_fake: 0.321 +(epoch: 12, iters: 1724, time: 0.303, data: 0.018) G_GAN: 5.695 G_L1: 5.613 D_real: 0.364 D_fake: 0.047 +(epoch: 12, iters: 1824, time: 0.548, data: 0.017) G_GAN: 3.131 G_L1: 2.976 D_real: 0.195 D_fake: 0.148 +(epoch: 12, iters: 1924, time: 0.305, data: 0.020) G_GAN: 5.283 G_L1: 5.876 D_real: 0.164 D_fake: 0.445 +(epoch: 12, iters: 2024, time: 0.286, data: 0.019) G_GAN: 4.509 G_L1: 3.477 D_real: 0.059 D_fake: 0.066 +(epoch: 12, iters: 2124, time: 0.305, data: 0.016) G_GAN: 4.090 G_L1: 7.677 D_real: 0.076 D_fake: 0.025 +(epoch: 12, iters: 2224, time: 0.411, data: 0.018) G_GAN: 3.851 G_L1: 4.607 D_real: 0.070 D_fake: 0.063 +(epoch: 12, iters: 2324, time: 0.299, data: 0.019) G_GAN: 3.877 G_L1: 4.118 D_real: 0.001 D_fake: 0.540 +(epoch: 12, iters: 2424, time: 0.305, data: 0.018) G_GAN: 2.821 G_L1: 3.667 D_real: 0.447 D_fake: 0.068 +(epoch: 12, iters: 2524, time: 0.299, data: 0.018) G_GAN: 4.375 G_L1: 4.624 D_real: 0.020 D_fake: 0.066 +(epoch: 12, iters: 2624, time: 0.392, data: 0.019) G_GAN: 3.958 G_L1: 5.577 D_real: 0.038 D_fake: 0.311 +(epoch: 12, iters: 2724, time: 0.299, data: 0.020) G_GAN: 4.612 G_L1: 4.320 D_real: 0.020 D_fake: 0.797 +(epoch: 12, iters: 2824, time: 0.296, data: 0.023) G_GAN: 3.159 G_L1: 2.380 D_real: 0.173 D_fake: 0.781 +(epoch: 12, iters: 2924, time: 0.298, data: 0.018) G_GAN: 4.666 G_L1: 3.766 D_real: 0.084 D_fake: 0.030 +(epoch: 12, iters: 3024, time: 0.433, data: 0.023) G_GAN: 4.735 G_L1: 7.449 D_real: 0.142 D_fake: 0.064 +(epoch: 12, iters: 3124, time: 0.305, data: 0.021) G_GAN: 2.864 G_L1: 3.132 D_real: 0.104 D_fake: 0.545 +(epoch: 12, iters: 3224, time: 0.294, data: 0.019) G_GAN: 3.790 G_L1: 7.417 D_real: 0.016 D_fake: 0.328 +(epoch: 12, iters: 3324, time: 0.294, data: 0.023) G_GAN: 4.482 G_L1: 3.658 D_real: 0.176 D_fake: 0.173 +(epoch: 12, iters: 3424, time: 0.421, data: 0.018) G_GAN: 3.714 G_L1: 4.733 D_real: 0.019 D_fake: 0.166 +(epoch: 12, iters: 3524, time: 0.291, data: 0.020) G_GAN: 3.751 G_L1: 3.385 D_real: 0.483 D_fake: 0.063 +(epoch: 12, iters: 3624, time: 0.296, data: 0.022) G_GAN: 3.402 G_L1: 3.336 D_real: 0.138 D_fake: 0.094 +(epoch: 12, iters: 3724, time: 0.306, data: 0.018) G_GAN: 2.275 G_L1: 3.609 D_real: 1.312 D_fake: 0.015 +(epoch: 12, iters: 3824, time: 0.549, data: 0.019) G_GAN: 5.485 G_L1: 4.237 D_real: 0.349 D_fake: 0.023 +(epoch: 12, iters: 3924, time: 0.310, data: 0.021) G_GAN: 4.874 G_L1: 3.477 D_real: 0.017 D_fake: 0.196 +(epoch: 12, iters: 4024, time: 0.305, data: 0.024) G_GAN: 2.958 G_L1: 3.099 D_real: 0.258 D_fake: 0.650 +(epoch: 12, iters: 4124, time: 0.308, data: 0.018) G_GAN: 1.911 G_L1: 3.450 D_real: 0.108 D_fake: 0.352 +(epoch: 12, iters: 4224, time: 0.411, data: 0.020) G_GAN: 2.876 G_L1: 5.420 D_real: 0.412 D_fake: 0.139 +(epoch: 12, iters: 4324, time: 0.304, data: 0.019) G_GAN: 3.814 G_L1: 3.030 D_real: 0.122 D_fake: 0.239 +(epoch: 12, iters: 4424, time: 0.305, data: 0.016) G_GAN: 3.701 G_L1: 3.368 D_real: 0.317 D_fake: 0.044 +(epoch: 12, iters: 4524, time: 0.296, data: 0.017) G_GAN: 4.324 G_L1: 3.572 D_real: 0.174 D_fake: 0.055 +(epoch: 12, iters: 4624, time: 0.409, data: 0.018) G_GAN: 3.191 G_L1: 7.519 D_real: 0.021 D_fake: 0.231 +(epoch: 12, iters: 4724, time: 0.298, data: 0.018) G_GAN: 4.184 G_L1: 4.260 D_real: 0.256 D_fake: 0.565 +(epoch: 12, iters: 4824, time: 0.304, data: 0.017) G_GAN: 3.608 G_L1: 4.424 D_real: 0.418 D_fake: 0.020 +(epoch: 12, iters: 4924, time: 0.298, data: 0.019) G_GAN: 3.813 G_L1: 4.645 D_real: 0.020 D_fake: 0.062 +(epoch: 12, iters: 5024, time: 0.409, data: 0.017) G_GAN: 3.222 G_L1: 5.690 D_real: 0.071 D_fake: 0.115 +(epoch: 12, iters: 5124, time: 0.300, data: 0.024) G_GAN: 6.258 G_L1: 6.458 D_real: 0.009 D_fake: 0.145 +(epoch: 12, iters: 5224, time: 0.304, data: 0.018) G_GAN: 4.155 G_L1: 3.472 D_real: 0.034 D_fake: 0.070 +(epoch: 12, iters: 5324, time: 0.290, data: 0.021) G_GAN: 6.853 G_L1: 4.583 D_real: 0.014 D_fake: 0.008 +(epoch: 12, iters: 5424, time: 0.413, data: 0.017) G_GAN: 5.153 G_L1: 4.647 D_real: 0.083 D_fake: 0.019 +(epoch: 12, iters: 5524, time: 0.296, data: 0.017) G_GAN: 4.551 G_L1: 3.967 D_real: 0.019 D_fake: 0.361 +(epoch: 12, iters: 5624, time: 0.302, data: 0.018) G_GAN: 3.472 G_L1: 3.244 D_real: 0.776 D_fake: 0.088 +(epoch: 12, iters: 5724, time: 0.305, data: 0.016) G_GAN: 4.069 G_L1: 7.732 D_real: 0.264 D_fake: 0.179 +(epoch: 12, iters: 5824, time: 0.538, data: 0.017) G_GAN: 2.427 G_L1: 4.318 D_real: 1.257 D_fake: 0.013 +(epoch: 12, iters: 5924, time: 0.295, data: 0.017) G_GAN: 2.744 G_L1: 3.867 D_real: 0.462 D_fake: 0.117 +(epoch: 12, iters: 6024, time: 0.287, data: 0.016) G_GAN: 5.032 G_L1: 3.587 D_real: 0.007 D_fake: 0.329 +(epoch: 12, iters: 6124, time: 0.297, data: 0.015) G_GAN: 5.227 G_L1: 6.048 D_real: 0.134 D_fake: 0.016 +(epoch: 12, iters: 6224, time: 0.414, data: 0.018) G_GAN: 4.667 G_L1: 5.318 D_real: 0.024 D_fake: 0.060 +(epoch: 12, iters: 6324, time: 0.292, data: 0.018) G_GAN: 3.822 G_L1: 3.578 D_real: 0.113 D_fake: 0.094 +(epoch: 12, iters: 6424, time: 0.290, data: 0.022) G_GAN: 4.601 G_L1: 3.640 D_real: 0.004 D_fake: 0.625 +(epoch: 12, iters: 6524, time: 0.308, data: 0.015) G_GAN: 3.865 G_L1: 6.646 D_real: 0.015 D_fake: 0.282 +(epoch: 12, iters: 6624, time: 0.405, data: 0.022) G_GAN: 3.136 G_L1: 3.116 D_real: 0.239 D_fake: 0.295 +(epoch: 12, iters: 6724, time: 0.297, data: 0.019) G_GAN: 5.562 G_L1: 6.814 D_real: 0.005 D_fake: 0.208 +(epoch: 12, iters: 6824, time: 0.293, data: 0.016) G_GAN: 4.810 G_L1: 4.224 D_real: 0.059 D_fake: 0.291 +(epoch: 12, iters: 6924, time: 0.299, data: 0.015) G_GAN: 5.575 G_L1: 4.440 D_real: 0.291 D_fake: 0.010 +(epoch: 12, iters: 7024, time: 0.429, data: 0.016) G_GAN: 2.437 G_L1: 3.991 D_real: 0.574 D_fake: 0.081 +(epoch: 12, iters: 7124, time: 0.296, data: 0.019) G_GAN: 3.180 G_L1: 4.694 D_real: 0.207 D_fake: 0.097 +(epoch: 12, iters: 7224, time: 0.299, data: 0.023) G_GAN: 2.941 G_L1: 4.432 D_real: 0.125 D_fake: 0.119 +(epoch: 12, iters: 7324, time: 0.307, data: 0.017) G_GAN: 4.112 G_L1: 4.972 D_real: 0.483 D_fake: 0.117 +(epoch: 12, iters: 7424, time: 0.415, data: 0.021) G_GAN: 5.644 G_L1: 3.680 D_real: 0.028 D_fake: 0.011 +(epoch: 12, iters: 7524, time: 0.302, data: 0.029) G_GAN: 3.512 G_L1: 4.493 D_real: 0.226 D_fake: 0.131 +(epoch: 12, iters: 7624, time: 0.290, data: 0.017) G_GAN: 2.014 G_L1: 4.133 D_real: 0.172 D_fake: 0.175 +(epoch: 12, iters: 7724, time: 0.307, data: 0.021) G_GAN: 3.550 G_L1: 3.692 D_real: 0.156 D_fake: 0.058 +(epoch: 12, iters: 7824, time: 0.493, data: 0.019) G_GAN: 4.448 G_L1: 2.987 D_real: 0.059 D_fake: 0.040 +(epoch: 12, iters: 7924, time: 0.297, data: 0.018) G_GAN: 4.579 G_L1: 3.090 D_real: 0.019 D_fake: 0.463 +(epoch: 12, iters: 8024, time: 0.295, data: 0.016) G_GAN: 4.631 G_L1: 5.992 D_real: 0.042 D_fake: 0.102 +(epoch: 12, iters: 8124, time: 0.285, data: 0.016) G_GAN: 4.495 G_L1: 4.394 D_real: 0.004 D_fake: 0.141 +(epoch: 12, iters: 8224, time: 0.423, data: 0.017) G_GAN: 3.372 G_L1: 3.924 D_real: 0.041 D_fake: 0.221 +(epoch: 12, iters: 8324, time: 0.305, data: 0.019) G_GAN: 3.929 G_L1: 3.689 D_real: 0.320 D_fake: 0.023 +(epoch: 12, iters: 8424, time: 0.297, data: 0.019) G_GAN: 4.054 G_L1: 4.805 D_real: 0.226 D_fake: 0.077 +(epoch: 12, iters: 8524, time: 0.297, data: 0.016) G_GAN: 2.266 G_L1: 4.289 D_real: 0.303 D_fake: 0.208 +(epoch: 12, iters: 8624, time: 0.421, data: 0.017) G_GAN: 4.775 G_L1: 4.632 D_real: 0.025 D_fake: 0.392 +(epoch: 12, iters: 8724, time: 0.290, data: 0.023) G_GAN: 4.595 G_L1: 4.886 D_real: 0.024 D_fake: 0.035 +(epoch: 12, iters: 8824, time: 0.297, data: 0.016) G_GAN: 4.841 G_L1: 3.805 D_real: 0.039 D_fake: 0.267 +(epoch: 12, iters: 8924, time: 0.297, data: 0.017) G_GAN: 4.277 G_L1: 5.255 D_real: 0.024 D_fake: 0.088 +(epoch: 12, iters: 9024, time: 0.383, data: 0.015) G_GAN: 3.949 G_L1: 3.943 D_real: 0.116 D_fake: 0.150 +(epoch: 12, iters: 9124, time: 0.304, data: 0.019) G_GAN: 4.566 G_L1: 4.490 D_real: 0.088 D_fake: 0.121 +(epoch: 12, iters: 9224, time: 0.294, data: 0.017) G_GAN: 7.084 G_L1: 5.002 D_real: 0.047 D_fake: 0.022 +(epoch: 12, iters: 9324, time: 0.304, data: 0.022) G_GAN: 4.482 G_L1: 4.148 D_real: 0.289 D_fake: 0.093 +(epoch: 12, iters: 9424, time: 0.426, data: 0.017) G_GAN: 6.476 G_L1: 5.498 D_real: 0.011 D_fake: 0.430 +(epoch: 12, iters: 9524, time: 0.296, data: 0.023) G_GAN: 3.012 G_L1: 4.062 D_real: 0.312 D_fake: 0.088 +(epoch: 12, iters: 9624, time: 0.299, data: 0.019) G_GAN: 5.297 G_L1: 5.049 D_real: 0.011 D_fake: 0.030 +(epoch: 12, iters: 9724, time: 0.300, data: 0.017) G_GAN: 4.194 G_L1: 5.213 D_real: 0.022 D_fake: 0.051 +(epoch: 12, iters: 9824, time: 0.547, data: 0.016) G_GAN: 4.240 G_L1: 3.283 D_real: 0.050 D_fake: 0.269 +(epoch: 12, iters: 9924, time: 0.294, data: 0.020) G_GAN: 2.146 G_L1: 2.904 D_real: 0.839 D_fake: 0.050 +(epoch: 12, iters: 10024, time: 0.297, data: 0.017) G_GAN: 3.948 G_L1: 3.474 D_real: 0.169 D_fake: 0.129 +(epoch: 12, iters: 10124, time: 0.298, data: 0.020) G_GAN: 3.809 G_L1: 3.617 D_real: 0.017 D_fake: 0.249 +(epoch: 12, iters: 10224, time: 0.413, data: 0.017) G_GAN: 4.356 G_L1: 3.535 D_real: 0.224 D_fake: 0.015 +(epoch: 12, iters: 10324, time: 0.298, data: 0.020) G_GAN: 4.290 G_L1: 5.279 D_real: 0.011 D_fake: 0.170 +(epoch: 12, iters: 10424, time: 0.300, data: 0.018) G_GAN: 5.383 G_L1: 4.824 D_real: 0.416 D_fake: 0.006 +(epoch: 12, iters: 10524, time: 0.300, data: 0.016) G_GAN: 4.063 G_L1: 4.659 D_real: 0.542 D_fake: 0.070 +(epoch: 12, iters: 10624, time: 0.388, data: 0.019) G_GAN: 4.494 G_L1: 3.891 D_real: 0.022 D_fake: 0.343 +(epoch: 12, iters: 10724, time: 0.301, data: 0.023) G_GAN: 2.723 G_L1: 2.273 D_real: 0.102 D_fake: 0.446 +(epoch: 12, iters: 10824, time: 0.308, data: 0.021) G_GAN: 6.139 G_L1: 4.428 D_real: 0.023 D_fake: 0.059 +(epoch: 12, iters: 10924, time: 0.300, data: 0.020) G_GAN: 3.562 G_L1: 2.670 D_real: 0.111 D_fake: 0.529 +(epoch: 12, iters: 11024, time: 0.410, data: 0.016) G_GAN: 2.943 G_L1: 2.684 D_real: 0.921 D_fake: 0.100 +(epoch: 12, iters: 11124, time: 0.295, data: 0.019) G_GAN: 4.161 G_L1: 9.589 D_real: 0.010 D_fake: 0.046 +(epoch: 12, iters: 11224, time: 0.302, data: 0.017) G_GAN: 4.661 G_L1: 3.740 D_real: 0.004 D_fake: 0.984 +(epoch: 12, iters: 11324, time: 0.308, data: 0.016) G_GAN: 4.878 G_L1: 4.475 D_real: 0.087 D_fake: 0.027 +(epoch: 12, iters: 11424, time: 0.413, data: 0.016) G_GAN: 3.504 G_L1: 3.652 D_real: 0.035 D_fake: 0.328 +(epoch: 12, iters: 11524, time: 0.298, data: 0.018) G_GAN: 4.672 G_L1: 2.777 D_real: 0.084 D_fake: 0.241 +(epoch: 12, iters: 11624, time: 0.301, data: 0.016) G_GAN: 3.767 G_L1: 3.610 D_real: 0.183 D_fake: 0.176 +(epoch: 12, iters: 11724, time: 0.299, data: 0.016) G_GAN: 2.420 G_L1: 4.016 D_real: 1.468 D_fake: 0.069 +(epoch: 12, iters: 11824, time: 0.526, data: 0.019) G_GAN: 3.511 G_L1: 3.580 D_real: 0.024 D_fake: 0.461 +(epoch: 12, iters: 11924, time: 0.309, data: 0.017) G_GAN: 3.541 G_L1: 3.983 D_real: 0.290 D_fake: 0.038 +(epoch: 12, iters: 12024, time: 0.300, data: 0.026) G_GAN: 4.490 G_L1: 4.267 D_real: 0.446 D_fake: 0.074 +(epoch: 12, iters: 12124, time: 0.302, data: 0.017) G_GAN: 2.938 G_L1: 3.827 D_real: 0.309 D_fake: 0.214 +(epoch: 12, iters: 12224, time: 0.389, data: 0.018) G_GAN: 3.782 G_L1: 4.211 D_real: 0.432 D_fake: 0.043 +(epoch: 12, iters: 12324, time: 0.285, data: 0.021) G_GAN: 4.972 G_L1: 6.350 D_real: 0.032 D_fake: 0.139 +(epoch: 12, iters: 12424, time: 0.303, data: 0.014) G_GAN: 3.240 G_L1: 2.873 D_real: 0.165 D_fake: 0.063 +(epoch: 12, iters: 12524, time: 0.296, data: 0.017) G_GAN: 3.884 G_L1: 3.120 D_real: 0.184 D_fake: 0.186 +(epoch: 12, iters: 12624, time: 0.381, data: 0.015) G_GAN: 4.682 G_L1: 4.520 D_real: 0.014 D_fake: 0.084 +(epoch: 12, iters: 12724, time: 0.290, data: 0.018) G_GAN: 4.316 G_L1: 3.442 D_real: 0.129 D_fake: 0.065 +(epoch: 12, iters: 12824, time: 0.296, data: 0.014) G_GAN: 3.801 G_L1: 4.382 D_real: 0.134 D_fake: 0.049 +(epoch: 12, iters: 12924, time: 0.271, data: 0.018) G_GAN: 7.705 G_L1: 7.094 D_real: 0.098 D_fake: 0.072 +(epoch: 12, iters: 13024, time: 0.411, data: 0.014) G_GAN: 4.203 G_L1: 3.052 D_real: 0.021 D_fake: 0.293 +(epoch: 12, iters: 13124, time: 0.292, data: 0.018) G_GAN: 5.397 G_L1: 6.321 D_real: 0.152 D_fake: 0.009 +(epoch: 12, iters: 13224, time: 0.304, data: 0.022) G_GAN: 3.138 G_L1: 4.005 D_real: 0.061 D_fake: 0.401 +(epoch: 12, iters: 13324, time: 0.292, data: 0.016) G_GAN: 3.953 G_L1: 6.433 D_real: 0.144 D_fake: 0.050 +(epoch: 12, iters: 13424, time: 0.392, data: 0.015) G_GAN: 3.769 G_L1: 3.051 D_real: 0.064 D_fake: 0.272 +(epoch: 12, iters: 13524, time: 0.305, data: 0.018) G_GAN: 3.096 G_L1: 3.335 D_real: 0.166 D_fake: 0.187 +(epoch: 12, iters: 13624, time: 0.292, data: 0.017) G_GAN: 5.253 G_L1: 3.544 D_real: 0.061 D_fake: 0.030 +(epoch: 12, iters: 13724, time: 0.305, data: 0.016) G_GAN: 3.860 G_L1: 5.679 D_real: 0.234 D_fake: 0.087 +(epoch: 12, iters: 13824, time: 0.537, data: 0.018) G_GAN: 3.903 G_L1: 2.842 D_real: 0.070 D_fake: 0.394 +(epoch: 12, iters: 13924, time: 0.303, data: 0.018) G_GAN: 3.993 G_L1: 5.031 D_real: 0.074 D_fake: 0.109 +(epoch: 12, iters: 14024, time: 0.305, data: 0.017) G_GAN: 2.865 G_L1: 3.680 D_real: 0.053 D_fake: 0.275 +(epoch: 12, iters: 14124, time: 0.306, data: 0.017) G_GAN: 3.517 G_L1: 2.632 D_real: 0.458 D_fake: 0.080 +(epoch: 12, iters: 14224, time: 0.420, data: 0.017) G_GAN: 2.852 G_L1: 3.686 D_real: 0.102 D_fake: 0.137 +(epoch: 12, iters: 14324, time: 0.303, data: 0.019) G_GAN: 3.857 G_L1: 3.760 D_real: 0.567 D_fake: 0.020 +(epoch: 12, iters: 14424, time: 0.297, data: 0.019) G_GAN: 3.239 G_L1: 4.410 D_real: 0.032 D_fake: 0.155 +(epoch: 12, iters: 14524, time: 0.296, data: 0.017) G_GAN: 4.615 G_L1: 5.633 D_real: 0.201 D_fake: 0.017 +(epoch: 12, iters: 14624, time: 0.391, data: 0.017) G_GAN: 4.922 G_L1: 3.149 D_real: 0.009 D_fake: 0.537 +(epoch: 12, iters: 14724, time: 0.284, data: 0.024) G_GAN: 3.539 G_L1: 4.269 D_real: 0.149 D_fake: 0.058 +(epoch: 12, iters: 14824, time: 0.301, data: 0.020) G_GAN: 4.685 G_L1: 4.076 D_real: 0.023 D_fake: 0.181 +(epoch: 12, iters: 14924, time: 0.289, data: 0.020) G_GAN: 2.342 G_L1: 2.681 D_real: 0.351 D_fake: 0.070 +(epoch: 12, iters: 15024, time: 0.406, data: 0.015) G_GAN: 3.530 G_L1: 10.154 D_real: 0.172 D_fake: 0.054 +(epoch: 12, iters: 15124, time: 0.296, data: 0.018) G_GAN: 3.359 G_L1: 2.977 D_real: 0.066 D_fake: 0.087 +(epoch: 12, iters: 15224, time: 0.294, data: 0.019) G_GAN: 3.066 G_L1: 3.172 D_real: 0.884 D_fake: 1.201 +(epoch: 12, iters: 15324, time: 0.295, data: 0.016) G_GAN: 3.188 G_L1: 3.266 D_real: 0.323 D_fake: 0.035 +(epoch: 12, iters: 15424, time: 0.406, data: 0.016) G_GAN: 3.419 G_L1: 3.940 D_real: 0.005 D_fake: 0.353 +(epoch: 12, iters: 15524, time: 0.293, data: 0.017) G_GAN: 6.040 G_L1: 4.775 D_real: 0.007 D_fake: 1.160 +(epoch: 12, iters: 15624, time: 0.301, data: 0.017) G_GAN: 4.302 G_L1: 3.466 D_real: 0.050 D_fake: 0.251 +(epoch: 12, iters: 15724, time: 0.292, data: 0.016) G_GAN: 2.046 G_L1: 3.139 D_real: 1.152 D_fake: 0.034 +(epoch: 12, iters: 15824, time: 0.562, data: 0.013) G_GAN: 4.078 G_L1: 5.854 D_real: 0.079 D_fake: 0.242 +(epoch: 12, iters: 15924, time: 0.301, data: 0.018) G_GAN: 3.958 G_L1: 5.036 D_real: 0.285 D_fake: 0.157 +(epoch: 12, iters: 16024, time: 0.300, data: 0.017) G_GAN: 5.883 G_L1: 4.259 D_real: 0.021 D_fake: 0.716 +(epoch: 12, iters: 16124, time: 0.287, data: 0.016) G_GAN: 3.390 G_L1: 2.985 D_real: 0.318 D_fake: 0.101 +(epoch: 12, iters: 16224, time: 0.388, data: 0.015) G_GAN: 7.073 G_L1: 5.053 D_real: 0.063 D_fake: 0.216 +(epoch: 12, iters: 16324, time: 0.293, data: 0.019) G_GAN: 4.047 G_L1: 5.172 D_real: 0.378 D_fake: 0.048 +(epoch: 12, iters: 16424, time: 0.298, data: 0.017) G_GAN: 4.220 G_L1: 8.158 D_real: 0.216 D_fake: 0.059 +(epoch: 12, iters: 16524, time: 0.296, data: 0.020) G_GAN: 3.166 G_L1: 2.819 D_real: 0.054 D_fake: 0.134 +(epoch: 12, iters: 16624, time: 0.419, data: 0.015) G_GAN: 5.276 G_L1: 6.419 D_real: 0.002 D_fake: 0.056 +(epoch: 12, iters: 16724, time: 0.306, data: 0.018) G_GAN: 3.868 G_L1: 2.879 D_real: 0.044 D_fake: 0.089 +(epoch: 12, iters: 16824, time: 0.301, data: 0.020) G_GAN: 2.591 G_L1: 3.223 D_real: 0.253 D_fake: 0.219 +(epoch: 12, iters: 16924, time: 0.295, data: 0.021) G_GAN: 4.487 G_L1: 3.233 D_real: 0.097 D_fake: 0.132 +(epoch: 12, iters: 17024, time: 0.394, data: 0.016) G_GAN: 3.093 G_L1: 2.573 D_real: 0.515 D_fake: 0.045 +(epoch: 12, iters: 17124, time: 0.301, data: 0.024) G_GAN: 3.021 G_L1: 4.363 D_real: 0.323 D_fake: 0.260 +(epoch: 12, iters: 17224, time: 0.304, data: 0.017) G_GAN: 4.613 G_L1: 2.959 D_real: 0.511 D_fake: 0.019 +(epoch: 12, iters: 17324, time: 0.303, data: 0.016) G_GAN: 4.557 G_L1: 3.817 D_real: 0.038 D_fake: 0.383 +(epoch: 12, iters: 17424, time: 0.407, data: 0.017) G_GAN: 3.951 G_L1: 3.540 D_real: 0.135 D_fake: 0.095 +(epoch: 12, iters: 17524, time: 0.299, data: 0.019) G_GAN: 3.349 G_L1: 3.919 D_real: 0.491 D_fake: 0.071 +(epoch: 12, iters: 17624, time: 0.302, data: 0.017) G_GAN: 2.982 G_L1: 3.500 D_real: 0.164 D_fake: 0.396 +(epoch: 12, iters: 17724, time: 0.302, data: 0.016) G_GAN: 4.759 G_L1: 4.327 D_real: 0.009 D_fake: 0.147 +(epoch: 12, iters: 17824, time: 0.546, data: 0.021) G_GAN: 6.450 G_L1: 5.930 D_real: 0.239 D_fake: 0.006 +(epoch: 12, iters: 17924, time: 0.291, data: 0.018) G_GAN: 3.992 G_L1: 2.752 D_real: 0.212 D_fake: 0.132 +(epoch: 12, iters: 18024, time: 0.286, data: 0.017) G_GAN: 3.835 G_L1: 3.605 D_real: 0.351 D_fake: 0.052 +(epoch: 12, iters: 18124, time: 0.297, data: 0.015) G_GAN: 3.319 G_L1: 3.663 D_real: 0.196 D_fake: 0.090 +(epoch: 12, iters: 18224, time: 0.419, data: 0.016) G_GAN: 4.049 G_L1: 5.053 D_real: 0.071 D_fake: 0.482 +(epoch: 12, iters: 18324, time: 0.293, data: 0.017) G_GAN: 3.232 G_L1: 3.018 D_real: 0.129 D_fake: 0.205 +(epoch: 12, iters: 18424, time: 0.295, data: 0.022) G_GAN: 3.558 G_L1: 3.405 D_real: 0.268 D_fake: 0.042 +(epoch: 12, iters: 18524, time: 0.297, data: 0.021) G_GAN: 3.651 G_L1: 3.431 D_real: 0.226 D_fake: 0.253 +(epoch: 12, iters: 18624, time: 0.417, data: 0.019) G_GAN: 5.558 G_L1: 4.267 D_real: 0.074 D_fake: 0.013 +(epoch: 12, iters: 18724, time: 0.301, data: 0.019) G_GAN: 2.549 G_L1: 2.548 D_real: 0.461 D_fake: 0.029 +(epoch: 12, iters: 18824, time: 0.285, data: 0.018) G_GAN: 4.326 G_L1: 3.622 D_real: 0.031 D_fake: 0.125 +(epoch: 12, iters: 18924, time: 0.305, data: 0.016) G_GAN: 3.871 G_L1: 3.134 D_real: 0.118 D_fake: 0.029 +(epoch: 12, iters: 19024, time: 0.397, data: 0.021) G_GAN: 4.356 G_L1: 4.166 D_real: 0.173 D_fake: 0.052 +(epoch: 12, iters: 19124, time: 0.308, data: 0.016) G_GAN: 6.467 G_L1: 4.487 D_real: 0.005 D_fake: 0.043 +(epoch: 12, iters: 19224, time: 0.304, data: 0.020) G_GAN: 3.226 G_L1: 6.331 D_real: 0.574 D_fake: 0.193 +(epoch: 12, iters: 19324, time: 0.297, data: 0.018) G_GAN: 3.479 G_L1: 3.121 D_real: 0.004 D_fake: 0.422 +(epoch: 12, iters: 19424, time: 0.418, data: 0.018) G_GAN: 5.925 G_L1: 4.957 D_real: 0.136 D_fake: 0.417 +(epoch: 12, iters: 19524, time: 0.297, data: 0.018) G_GAN: 4.272 G_L1: 3.855 D_real: 0.013 D_fake: 0.473 +(epoch: 12, iters: 19624, time: 0.292, data: 0.018) G_GAN: 4.056 G_L1: 4.652 D_real: 0.091 D_fake: 0.092 +(epoch: 12, iters: 19724, time: 0.301, data: 0.016) G_GAN: 3.290 G_L1: 4.745 D_real: 1.458 D_fake: 0.042 +(epoch: 12, iters: 19824, time: 0.470, data: 0.017) G_GAN: 2.539 G_L1: 3.173 D_real: 0.070 D_fake: 0.195 +(epoch: 12, iters: 19924, time: 0.303, data: 0.019) G_GAN: 4.472 G_L1: 3.889 D_real: 0.033 D_fake: 0.209 +(epoch: 12, iters: 20024, time: 0.299, data: 0.014) G_GAN: 3.492 G_L1: 4.073 D_real: 0.048 D_fake: 0.197 +(epoch: 12, iters: 20124, time: 0.298, data: 0.017) G_GAN: 2.473 G_L1: 3.195 D_real: 1.128 D_fake: 0.013 +(epoch: 12, iters: 20224, time: 0.420, data: 0.017) G_GAN: 3.414 G_L1: 6.120 D_real: 0.072 D_fake: 0.190 +(epoch: 12, iters: 20324, time: 0.292, data: 0.019) G_GAN: 3.850 G_L1: 2.714 D_real: 0.005 D_fake: 0.867 +(epoch: 12, iters: 20424, time: 0.293, data: 0.020) G_GAN: 3.500 G_L1: 4.155 D_real: 0.058 D_fake: 0.180 +(epoch: 12, iters: 20524, time: 0.296, data: 0.019) G_GAN: 2.618 G_L1: 2.956 D_real: 0.539 D_fake: 0.119 +(epoch: 12, iters: 20624, time: 0.362, data: 0.016) G_GAN: 3.667 G_L1: 3.038 D_real: 0.227 D_fake: 0.142 +(epoch: 12, iters: 20724, time: 0.303, data: 0.021) G_GAN: 3.991 G_L1: 4.138 D_real: 0.060 D_fake: 0.087 +(epoch: 12, iters: 20824, time: 0.297, data: 0.017) G_GAN: 4.038 G_L1: 4.053 D_real: 0.112 D_fake: 0.024 +(epoch: 12, iters: 20924, time: 0.305, data: 0.015) G_GAN: 4.152 G_L1: 4.802 D_real: 0.097 D_fake: 0.228 +(epoch: 12, iters: 21024, time: 0.420, data: 0.016) G_GAN: 3.106 G_L1: 4.996 D_real: 0.321 D_fake: 0.050 +(epoch: 12, iters: 21124, time: 0.296, data: 0.026) G_GAN: 3.869 G_L1: 4.249 D_real: 0.084 D_fake: 0.134 +(epoch: 12, iters: 21224, time: 0.283, data: 0.016) G_GAN: 5.024 G_L1: 4.982 D_real: 0.036 D_fake: 0.127 +(epoch: 12, iters: 21324, time: 0.301, data: 0.015) G_GAN: 3.837 G_L1: 3.855 D_real: 0.008 D_fake: 0.231 +(epoch: 12, iters: 21424, time: 0.408, data: 0.016) G_GAN: 3.115 G_L1: 4.563 D_real: 0.009 D_fake: 0.124 +(epoch: 12, iters: 21524, time: 0.301, data: 0.019) G_GAN: 2.851 G_L1: 3.954 D_real: 0.128 D_fake: 0.201 +(epoch: 12, iters: 21624, time: 0.297, data: 0.021) G_GAN: 3.218 G_L1: 2.815 D_real: 0.163 D_fake: 0.156 +(epoch: 12, iters: 21724, time: 0.301, data: 0.018) G_GAN: 3.028 G_L1: 2.657 D_real: 0.470 D_fake: 0.108 +(epoch: 12, iters: 21824, time: 0.501, data: 0.020) G_GAN: 2.002 G_L1: 3.725 D_real: 0.288 D_fake: 0.350 +(epoch: 12, iters: 21924, time: 0.303, data: 0.020) G_GAN: 5.106 G_L1: 3.622 D_real: 0.013 D_fake: 0.083 +(epoch: 12, iters: 22024, time: 0.304, data: 0.023) G_GAN: 3.409 G_L1: 4.686 D_real: 0.060 D_fake: 0.053 +(epoch: 12, iters: 22124, time: 0.288, data: 0.024) G_GAN: 2.328 G_L1: 3.892 D_real: 0.838 D_fake: 0.171 +(epoch: 12, iters: 22224, time: 0.419, data: 0.015) G_GAN: 3.842 G_L1: 3.881 D_real: 0.117 D_fake: 0.607 +(epoch: 12, iters: 22324, time: 0.292, data: 0.019) G_GAN: 2.873 G_L1: 3.568 D_real: 0.296 D_fake: 0.280 +(epoch: 12, iters: 22424, time: 0.293, data: 0.015) G_GAN: 3.961 G_L1: 4.433 D_real: 0.146 D_fake: 0.053 +(epoch: 12, iters: 22524, time: 0.301, data: 0.017) G_GAN: 3.396 G_L1: 5.036 D_real: 0.862 D_fake: 0.194 +(epoch: 12, iters: 22624, time: 0.416, data: 0.018) G_GAN: 4.306 G_L1: 4.399 D_real: 0.264 D_fake: 0.207 +(epoch: 12, iters: 22724, time: 0.299, data: 0.019) G_GAN: 3.809 G_L1: 4.296 D_real: 0.004 D_fake: 0.042 +(epoch: 12, iters: 22824, time: 0.288, data: 0.020) G_GAN: 3.539 G_L1: 7.561 D_real: 0.496 D_fake: 0.185 +(epoch: 12, iters: 22924, time: 0.296, data: 0.015) G_GAN: 3.513 G_L1: 6.658 D_real: 0.267 D_fake: 0.095 +(epoch: 12, iters: 23024, time: 0.408, data: 0.016) G_GAN: 5.092 G_L1: 3.617 D_real: 0.152 D_fake: 0.038 +(epoch: 12, iters: 23124, time: 0.295, data: 0.020) G_GAN: 2.462 G_L1: 3.426 D_real: 0.526 D_fake: 0.091 +(epoch: 12, iters: 23224, time: 0.300, data: 0.016) G_GAN: 5.288 G_L1: 4.953 D_real: 0.053 D_fake: 0.566 +(epoch: 12, iters: 23324, time: 0.287, data: 0.017) G_GAN: 4.335 G_L1: 4.312 D_real: 0.110 D_fake: 0.052 +(epoch: 12, iters: 23424, time: 0.414, data: 0.016) G_GAN: 4.765 G_L1: 6.115 D_real: 1.005 D_fake: 0.009 +(epoch: 12, iters: 23524, time: 0.294, data: 0.018) G_GAN: 4.678 G_L1: 6.184 D_real: 0.018 D_fake: 0.040 +(epoch: 12, iters: 23624, time: 0.290, data: 0.016) G_GAN: 4.849 G_L1: 3.254 D_real: 0.048 D_fake: 0.030 +(epoch: 12, iters: 23724, time: 0.300, data: 0.015) G_GAN: 5.066 G_L1: 4.756 D_real: 0.251 D_fake: 0.007 +(epoch: 12, iters: 23824, time: 0.542, data: 0.016) G_GAN: 2.507 G_L1: 4.157 D_real: 0.885 D_fake: 0.017 +(epoch: 12, iters: 23924, time: 0.291, data: 0.018) G_GAN: 4.119 G_L1: 3.544 D_real: 0.106 D_fake: 0.095 +(epoch: 12, iters: 24024, time: 0.298, data: 0.016) G_GAN: 2.438 G_L1: 2.375 D_real: 1.257 D_fake: 0.056 +(epoch: 12, iters: 24124, time: 0.295, data: 0.021) G_GAN: 4.977 G_L1: 6.870 D_real: 0.005 D_fake: 0.073 +(epoch: 12, iters: 24224, time: 0.413, data: 0.017) G_GAN: 3.490 G_L1: 3.307 D_real: 0.368 D_fake: 0.058 +(epoch: 12, iters: 24324, time: 0.287, data: 0.018) G_GAN: 3.515 G_L1: 3.477 D_real: 0.148 D_fake: 0.751 +(epoch: 12, iters: 24424, time: 0.304, data: 0.021) G_GAN: 4.034 G_L1: 4.089 D_real: 0.166 D_fake: 0.038 +(epoch: 12, iters: 24524, time: 0.300, data: 0.018) G_GAN: 3.052 G_L1: 3.459 D_real: 0.025 D_fake: 0.315 +(epoch: 12, iters: 24624, time: 0.409, data: 0.018) G_GAN: 3.657 G_L1: 2.548 D_real: 0.026 D_fake: 0.297 +(epoch: 12, iters: 24724, time: 0.292, data: 0.017) G_GAN: 2.891 G_L1: 4.306 D_real: 0.344 D_fake: 0.076 +(epoch: 12, iters: 24824, time: 0.300, data: 0.018) G_GAN: 4.827 G_L1: 4.286 D_real: 0.019 D_fake: 0.094 +(epoch: 12, iters: 24924, time: 0.303, data: 0.019) G_GAN: 3.346 G_L1: 3.502 D_real: 0.428 D_fake: 0.219 +(epoch: 12, iters: 25024, time: 0.405, data: 0.018) G_GAN: 4.614 G_L1: 3.784 D_real: 0.027 D_fake: 0.242 +(epoch: 12, iters: 25124, time: 0.290, data: 0.019) G_GAN: 4.937 G_L1: 5.002 D_real: 0.040 D_fake: 0.347 +(epoch: 12, iters: 25224, time: 0.294, data: 0.021) G_GAN: 5.017 G_L1: 6.672 D_real: 0.144 D_fake: 0.019 +(epoch: 12, iters: 25324, time: 0.303, data: 0.017) G_GAN: 4.923 G_L1: 5.333 D_real: 0.065 D_fake: 0.071 +(epoch: 12, iters: 25424, time: 0.416, data: 0.018) G_GAN: 2.883 G_L1: 1.911 D_real: 0.212 D_fake: 0.288 +(epoch: 12, iters: 25524, time: 0.297, data: 0.022) G_GAN: 3.350 G_L1: 4.804 D_real: 0.062 D_fake: 0.288 +(epoch: 12, iters: 25624, time: 0.305, data: 0.017) G_GAN: 6.489 G_L1: 4.192 D_real: 0.444 D_fake: 0.378 +(epoch: 12, iters: 25724, time: 0.300, data: 0.017) G_GAN: 3.187 G_L1: 2.798 D_real: 0.269 D_fake: 0.097 +(epoch: 12, iters: 25824, time: 0.543, data: 0.018) G_GAN: 3.463 G_L1: 3.748 D_real: 0.053 D_fake: 0.296 +(epoch: 12, iters: 25924, time: 0.303, data: 0.018) G_GAN: 8.618 G_L1: 7.421 D_real: 0.000 D_fake: 2.631 +(epoch: 12, iters: 26024, time: 0.300, data: 0.018) G_GAN: 2.855 G_L1: 3.072 D_real: 0.337 D_fake: 0.190 +(epoch: 12, iters: 26124, time: 0.302, data: 0.018) G_GAN: 3.127 G_L1: 2.832 D_real: 0.012 D_fake: 0.315 +(epoch: 12, iters: 26224, time: 0.412, data: 0.021) G_GAN: 3.749 G_L1: 3.733 D_real: 0.149 D_fake: 0.095 +(epoch: 12, iters: 26324, time: 0.303, data: 0.018) G_GAN: 3.138 G_L1: 3.299 D_real: 0.300 D_fake: 0.227 +(epoch: 12, iters: 26424, time: 0.298, data: 0.018) G_GAN: 5.506 G_L1: 3.033 D_real: 0.032 D_fake: 0.170 +(epoch: 12, iters: 26524, time: 0.299, data: 0.017) G_GAN: 3.965 G_L1: 3.844 D_real: 0.405 D_fake: 0.044 +(epoch: 12, iters: 26624, time: 0.383, data: 0.016) G_GAN: 3.344 G_L1: 2.965 D_real: 0.637 D_fake: 0.026 +(epoch: 12, iters: 26724, time: 0.305, data: 0.018) G_GAN: 5.455 G_L1: 4.869 D_real: 0.106 D_fake: 0.033 +(epoch: 12, iters: 26824, time: 0.293, data: 0.018) G_GAN: 3.174 G_L1: 3.333 D_real: 0.079 D_fake: 0.134 +(epoch: 12, iters: 26924, time: 0.302, data: 0.018) G_GAN: 2.928 G_L1: 2.116 D_real: 0.483 D_fake: 0.273 +(epoch: 12, iters: 27024, time: 0.404, data: 0.018) G_GAN: 3.458 G_L1: 2.954 D_real: 0.044 D_fake: 0.489 +(epoch: 12, iters: 27124, time: 0.294, data: 0.018) G_GAN: 3.642 G_L1: 5.598 D_real: 0.143 D_fake: 0.061 +(epoch: 12, iters: 27224, time: 0.297, data: 0.016) G_GAN: 4.774 G_L1: 5.038 D_real: 0.198 D_fake: 0.034 +(epoch: 12, iters: 27324, time: 0.300, data: 0.016) G_GAN: 3.931 G_L1: 5.537 D_real: 0.353 D_fake: 0.258 +(epoch: 12, iters: 27424, time: 0.420, data: 0.017) G_GAN: 4.197 G_L1: 4.922 D_real: 0.228 D_fake: 0.236 +(epoch: 12, iters: 27524, time: 0.304, data: 0.018) G_GAN: 2.552 G_L1: 4.171 D_real: 0.639 D_fake: 0.060 +(epoch: 12, iters: 27624, time: 0.305, data: 0.017) G_GAN: 4.518 G_L1: 5.243 D_real: 0.088 D_fake: 0.154 +(epoch: 12, iters: 27724, time: 0.299, data: 0.016) G_GAN: 4.071 G_L1: 3.514 D_real: 0.108 D_fake: 0.119 +(epoch: 12, iters: 27824, time: 0.548, data: 0.018) G_GAN: 3.662 G_L1: 6.027 D_real: 0.281 D_fake: 0.081 +(epoch: 12, iters: 27924, time: 0.303, data: 0.019) G_GAN: 3.226 G_L1: 3.122 D_real: 0.156 D_fake: 0.197 +(epoch: 12, iters: 28024, time: 0.295, data: 0.017) G_GAN: 4.418 G_L1: 3.392 D_real: 0.145 D_fake: 0.026 +(epoch: 12, iters: 28124, time: 0.303, data: 0.017) G_GAN: 3.566 G_L1: 4.195 D_real: 0.231 D_fake: 0.067 +(epoch: 12, iters: 28224, time: 0.410, data: 0.018) G_GAN: 4.394 G_L1: 3.929 D_real: 0.037 D_fake: 0.045 +(epoch: 12, iters: 28324, time: 0.302, data: 0.018) G_GAN: 3.497 G_L1: 8.528 D_real: 0.072 D_fake: 0.463 +(epoch: 12, iters: 28424, time: 0.302, data: 0.023) G_GAN: 5.044 G_L1: 3.108 D_real: 0.214 D_fake: 0.013 +(epoch: 12, iters: 28524, time: 0.305, data: 0.021) G_GAN: 2.115 G_L1: 4.051 D_real: 0.820 D_fake: 0.033 +(epoch: 12, iters: 28624, time: 0.421, data: 0.019) G_GAN: 3.589 G_L1: 5.159 D_real: 0.027 D_fake: 0.616 +(epoch: 12, iters: 28724, time: 0.302, data: 0.022) G_GAN: 4.306 G_L1: 3.412 D_real: 0.047 D_fake: 0.098 +(epoch: 12, iters: 28824, time: 0.297, data: 0.017) G_GAN: 3.735 G_L1: 4.631 D_real: 0.133 D_fake: 0.135 +(epoch: 12, iters: 28924, time: 0.294, data: 0.020) G_GAN: 2.826 G_L1: 4.176 D_real: 0.182 D_fake: 0.034 +(epoch: 12, iters: 29024, time: 0.419, data: 0.022) G_GAN: 4.686 G_L1: 7.884 D_real: 0.014 D_fake: 0.066 +(epoch: 12, iters: 29124, time: 0.301, data: 0.018) G_GAN: 4.128 G_L1: 4.277 D_real: 0.030 D_fake: 0.045 +(epoch: 12, iters: 29224, time: 0.290, data: 0.018) G_GAN: 4.715 G_L1: 8.516 D_real: 0.093 D_fake: 0.022 +(epoch: 12, iters: 29324, time: 0.297, data: 0.017) G_GAN: 5.305 G_L1: 4.143 D_real: 0.026 D_fake: 0.123 +(epoch: 12, iters: 29424, time: 0.372, data: 0.016) G_GAN: 4.281 G_L1: 3.900 D_real: 0.003 D_fake: 0.112 +(epoch: 12, iters: 29524, time: 0.289, data: 0.018) G_GAN: 1.742 G_L1: 2.671 D_real: 0.758 D_fake: 0.119 +(epoch: 12, iters: 29624, time: 0.287, data: 0.019) G_GAN: 2.622 G_L1: 4.233 D_real: 0.436 D_fake: 0.312 +(epoch: 12, iters: 29724, time: 0.302, data: 0.016) G_GAN: 4.763 G_L1: 8.146 D_real: 0.003 D_fake: 0.375 +(epoch: 12, iters: 29824, time: 0.548, data: 0.021) G_GAN: 4.546 G_L1: 4.248 D_real: 0.049 D_fake: 0.045 +(epoch: 12, iters: 29924, time: 0.289, data: 0.020) G_GAN: 5.432 G_L1: 6.398 D_real: 0.130 D_fake: 0.072 +(epoch: 12, iters: 30024, time: 0.297, data: 0.016) G_GAN: 5.460 G_L1: 4.698 D_real: 0.140 D_fake: 0.034 +(epoch: 12, iters: 30124, time: 0.298, data: 0.017) G_GAN: 3.303 G_L1: 4.417 D_real: 0.356 D_fake: 0.082 +(epoch: 12, iters: 30224, time: 0.406, data: 0.020) G_GAN: 4.192 G_L1: 5.084 D_real: 0.372 D_fake: 0.096 +(epoch: 12, iters: 30324, time: 0.304, data: 0.017) G_GAN: 3.571 G_L1: 4.595 D_real: 0.025 D_fake: 0.213 +(epoch: 12, iters: 30424, time: 0.300, data: 0.023) G_GAN: 3.516 G_L1: 3.052 D_real: 0.080 D_fake: 0.069 +(epoch: 12, iters: 30524, time: 0.303, data: 0.019) G_GAN: 4.281 G_L1: 3.684 D_real: 0.321 D_fake: 0.226 +(epoch: 12, iters: 30624, time: 0.417, data: 0.021) G_GAN: 4.278 G_L1: 5.876 D_real: 0.089 D_fake: 0.096 +(epoch: 12, iters: 30724, time: 0.301, data: 0.019) G_GAN: 4.254 G_L1: 8.796 D_real: 0.077 D_fake: 0.094 +(epoch: 12, iters: 30824, time: 0.284, data: 0.017) G_GAN: 4.160 G_L1: 3.944 D_real: 0.075 D_fake: 0.067 +(epoch: 12, iters: 30924, time: 0.293, data: 0.016) G_GAN: 5.559 G_L1: 4.076 D_real: 0.274 D_fake: 0.060 +(epoch: 12, iters: 31024, time: 0.413, data: 0.016) G_GAN: 5.080 G_L1: 3.935 D_real: 0.346 D_fake: 0.050 +(epoch: 12, iters: 31124, time: 0.294, data: 0.018) G_GAN: 3.120 G_L1: 3.915 D_real: 0.024 D_fake: 0.280 +(epoch: 12, iters: 31224, time: 0.296, data: 0.018) G_GAN: 4.014 G_L1: 4.182 D_real: 0.017 D_fake: 0.207 +(epoch: 12, iters: 31324, time: 0.302, data: 0.019) G_GAN: 3.712 G_L1: 6.187 D_real: 0.092 D_fake: 0.065 +(epoch: 12, iters: 31424, time: 0.412, data: 0.021) G_GAN: 3.410 G_L1: 3.826 D_real: 0.167 D_fake: 0.127 +(epoch: 12, iters: 31524, time: 0.304, data: 0.018) G_GAN: 3.917 G_L1: 3.572 D_real: 0.097 D_fake: 0.073 +(epoch: 12, iters: 31624, time: 0.288, data: 0.018) G_GAN: 3.793 G_L1: 3.620 D_real: 0.014 D_fake: 0.261 +(epoch: 12, iters: 31724, time: 0.296, data: 0.017) G_GAN: 5.248 G_L1: 4.786 D_real: 0.147 D_fake: 0.275 +(epoch: 12, iters: 31824, time: 0.496, data: 0.016) G_GAN: 3.064 G_L1: 3.834 D_real: 0.135 D_fake: 0.140 +(epoch: 12, iters: 31924, time: 0.302, data: 0.019) G_GAN: 3.721 G_L1: 5.378 D_real: 0.120 D_fake: 0.070 +(epoch: 12, iters: 32024, time: 0.304, data: 0.019) G_GAN: 4.241 G_L1: 4.687 D_real: 0.334 D_fake: 0.127 +(epoch: 12, iters: 32124, time: 0.291, data: 0.017) G_GAN: 3.740 G_L1: 3.013 D_real: 0.131 D_fake: 0.158 +(epoch: 12, iters: 32224, time: 0.389, data: 0.015) G_GAN: 2.619 G_L1: 3.654 D_real: 0.354 D_fake: 0.164 +(epoch: 12, iters: 32324, time: 0.294, data: 0.019) G_GAN: 3.262 G_L1: 3.865 D_real: 0.362 D_fake: 0.135 +(epoch: 12, iters: 32424, time: 0.295, data: 0.016) G_GAN: 4.219 G_L1: 3.827 D_real: 0.095 D_fake: 0.047 +(epoch: 12, iters: 32524, time: 0.301, data: 0.017) G_GAN: 4.699 G_L1: 3.656 D_real: 0.013 D_fake: 0.032 +(epoch: 12, iters: 32624, time: 0.413, data: 0.017) G_GAN: 3.849 G_L1: 3.750 D_real: 0.222 D_fake: 0.040 +(epoch: 12, iters: 32724, time: 0.305, data: 0.020) G_GAN: 3.089 G_L1: 3.767 D_real: 0.144 D_fake: 0.100 +(epoch: 12, iters: 32824, time: 0.296, data: 0.018) G_GAN: 5.845 G_L1: 4.863 D_real: 0.184 D_fake: 0.012 +(epoch: 12, iters: 32924, time: 0.294, data: 0.017) G_GAN: 4.503 G_L1: 6.257 D_real: 0.004 D_fake: 0.148 +(epoch: 12, iters: 33024, time: 0.413, data: 0.019) G_GAN: 2.218 G_L1: 3.035 D_real: 0.648 D_fake: 0.062 +(epoch: 12, iters: 33124, time: 0.307, data: 0.019) G_GAN: 4.545 G_L1: 4.917 D_real: 0.183 D_fake: 0.074 +(epoch: 12, iters: 33224, time: 0.300, data: 0.018) G_GAN: 2.539 G_L1: 2.874 D_real: 0.219 D_fake: 0.442 +(epoch: 12, iters: 33324, time: 0.298, data: 0.018) G_GAN: 3.409 G_L1: 3.091 D_real: 0.096 D_fake: 0.163 +(epoch: 12, iters: 33424, time: 0.420, data: 0.017) G_GAN: 4.458 G_L1: 4.948 D_real: 0.020 D_fake: 0.283 +(epoch: 12, iters: 33524, time: 0.300, data: 0.019) G_GAN: 4.472 G_L1: 6.019 D_real: 0.267 D_fake: 0.171 +(epoch: 12, iters: 33624, time: 0.296, data: 0.018) G_GAN: 4.081 G_L1: 4.860 D_real: 0.041 D_fake: 0.052 +(epoch: 12, iters: 33724, time: 0.288, data: 0.016) G_GAN: 3.636 G_L1: 2.675 D_real: 0.050 D_fake: 0.077 +(epoch: 12, iters: 33824, time: 0.549, data: 0.020) G_GAN: 2.551 G_L1: 3.296 D_real: 0.006 D_fake: 0.181 +(epoch: 12, iters: 33924, time: 0.298, data: 0.018) G_GAN: 2.644 G_L1: 4.810 D_real: 0.696 D_fake: 0.113 +(epoch: 12, iters: 34024, time: 0.293, data: 0.017) G_GAN: 3.262 G_L1: 2.837 D_real: 0.625 D_fake: 0.086 +(epoch: 12, iters: 34124, time: 0.297, data: 0.018) G_GAN: 3.241 G_L1: 3.257 D_real: 0.000 D_fake: 0.818 +(epoch: 12, iters: 34224, time: 0.413, data: 0.020) G_GAN: 5.361 G_L1: 7.078 D_real: 0.029 D_fake: 0.039 +(epoch: 12, iters: 34324, time: 0.307, data: 0.019) G_GAN: 2.911 G_L1: 5.972 D_real: 0.339 D_fake: 0.154 +(epoch: 12, iters: 34424, time: 0.303, data: 0.018) G_GAN: 6.228 G_L1: 3.577 D_real: 0.568 D_fake: 0.008 +(epoch: 12, iters: 34524, time: 0.303, data: 0.017) G_GAN: 3.407 G_L1: 3.091 D_real: 0.297 D_fake: 0.056 +(epoch: 12, iters: 34624, time: 0.432, data: 0.017) G_GAN: 3.679 G_L1: 5.199 D_real: 0.289 D_fake: 0.205 +(epoch: 12, iters: 34724, time: 0.301, data: 0.020) G_GAN: 4.701 G_L1: 5.164 D_real: 0.022 D_fake: 0.058 +(epoch: 12, iters: 34824, time: 0.303, data: 0.018) G_GAN: 4.581 G_L1: 3.652 D_real: 0.418 D_fake: 0.071 +(epoch: 12, iters: 34924, time: 0.302, data: 0.018) G_GAN: 4.928 G_L1: 8.003 D_real: 0.011 D_fake: 0.253 +(epoch: 12, iters: 35024, time: 0.417, data: 0.017) G_GAN: 5.359 G_L1: 3.403 D_real: 0.359 D_fake: 0.069 +(epoch: 12, iters: 35124, time: 0.297, data: 0.018) G_GAN: 4.352 G_L1: 3.991 D_real: 0.001 D_fake: 0.052 +(epoch: 12, iters: 35224, time: 0.303, data: 0.019) G_GAN: 6.067 G_L1: 3.024 D_real: 0.203 D_fake: 0.010 +(epoch: 12, iters: 35324, time: 0.296, data: 0.020) G_GAN: 4.875 G_L1: 7.690 D_real: 0.103 D_fake: 0.046 +(epoch: 12, iters: 35424, time: 0.415, data: 0.023) G_GAN: 1.586 G_L1: 3.119 D_real: 0.410 D_fake: 0.088 +(epoch: 12, iters: 35524, time: 0.298, data: 0.019) G_GAN: 6.130 G_L1: 6.238 D_real: 0.203 D_fake: 1.099 +(epoch: 12, iters: 35624, time: 0.292, data: 0.017) G_GAN: 3.657 G_L1: 4.332 D_real: 0.035 D_fake: 0.098 +(epoch: 12, iters: 35724, time: 0.299, data: 0.017) G_GAN: 3.693 G_L1: 3.460 D_real: 0.171 D_fake: 0.115 +(epoch: 12, iters: 35824, time: 0.542, data: 0.017) G_GAN: 3.136 G_L1: 3.318 D_real: 0.082 D_fake: 0.171 +(epoch: 12, iters: 35924, time: 0.302, data: 0.018) G_GAN: 3.934 G_L1: 3.780 D_real: 0.098 D_fake: 0.154 +(epoch: 12, iters: 36024, time: 0.309, data: 0.018) G_GAN: 4.440 G_L1: 4.105 D_real: 0.021 D_fake: 0.148 +(epoch: 12, iters: 36124, time: 0.295, data: 0.016) G_GAN: 3.656 G_L1: 4.017 D_real: 0.177 D_fake: 0.050 +(epoch: 12, iters: 36224, time: 0.424, data: 0.015) G_GAN: 4.428 G_L1: 4.647 D_real: 0.047 D_fake: 0.033 +(epoch: 12, iters: 36324, time: 0.292, data: 0.018) G_GAN: 5.000 G_L1: 3.836 D_real: 0.342 D_fake: 0.209 +(epoch: 12, iters: 36424, time: 0.302, data: 0.017) G_GAN: 4.531 G_L1: 2.920 D_real: 0.008 D_fake: 0.042 +(epoch: 12, iters: 36524, time: 0.303, data: 0.017) G_GAN: 4.212 G_L1: 6.530 D_real: 0.018 D_fake: 0.218 +(epoch: 12, iters: 36624, time: 0.390, data: 0.016) G_GAN: 5.321 G_L1: 3.387 D_real: 0.041 D_fake: 0.022 +(epoch: 12, iters: 36724, time: 0.290, data: 0.019) G_GAN: 4.283 G_L1: 8.384 D_real: 0.065 D_fake: 0.050 +(epoch: 12, iters: 36824, time: 0.293, data: 0.017) G_GAN: 4.082 G_L1: 2.938 D_real: 0.098 D_fake: 0.899 +(epoch: 12, iters: 36924, time: 0.294, data: 0.016) G_GAN: 4.170 G_L1: 5.888 D_real: 0.095 D_fake: 0.846 +(epoch: 12, iters: 37024, time: 0.429, data: 0.016) G_GAN: 4.100 G_L1: 3.755 D_real: 0.467 D_fake: 0.018 +(epoch: 12, iters: 37124, time: 0.301, data: 0.023) G_GAN: 4.721 G_L1: 6.086 D_real: 0.045 D_fake: 0.160 +(epoch: 12, iters: 37224, time: 0.298, data: 0.017) G_GAN: 3.669 G_L1: 2.661 D_real: 0.284 D_fake: 0.247 +(epoch: 12, iters: 37324, time: 0.304, data: 0.016) G_GAN: 3.067 G_L1: 3.090 D_real: 0.252 D_fake: 0.106 +(epoch: 12, iters: 37424, time: 0.412, data: 0.021) G_GAN: 3.477 G_L1: 5.274 D_real: 0.142 D_fake: 0.095 +(epoch: 12, iters: 37524, time: 0.296, data: 0.018) G_GAN: 4.548 G_L1: 3.885 D_real: 0.012 D_fake: 0.091 +(epoch: 12, iters: 37624, time: 0.301, data: 0.016) G_GAN: 2.912 G_L1: 3.143 D_real: 0.236 D_fake: 0.107 +(epoch: 12, iters: 37724, time: 0.307, data: 0.016) G_GAN: 5.276 G_L1: 3.783 D_real: 0.004 D_fake: 0.056 +(epoch: 12, iters: 37824, time: 0.491, data: 0.016) G_GAN: 4.501 G_L1: 2.663 D_real: 0.153 D_fake: 0.419 +(epoch: 12, iters: 37924, time: 0.298, data: 0.018) G_GAN: 3.584 G_L1: 3.748 D_real: 0.383 D_fake: 0.683 +(epoch: 12, iters: 38024, time: 0.302, data: 0.018) G_GAN: 4.110 G_L1: 6.633 D_real: 0.230 D_fake: 0.274 +(epoch: 12, iters: 38124, time: 0.297, data: 0.018) G_GAN: 3.474 G_L1: 3.045 D_real: 0.048 D_fake: 0.067 +(epoch: 12, iters: 38224, time: 0.417, data: 0.021) G_GAN: 4.472 G_L1: 3.448 D_real: 0.007 D_fake: 0.387 +(epoch: 12, iters: 38324, time: 0.303, data: 0.018) G_GAN: 4.532 G_L1: 3.996 D_real: 0.592 D_fake: 0.014 +(epoch: 12, iters: 38424, time: 0.306, data: 0.016) G_GAN: 4.462 G_L1: 3.805 D_real: 0.033 D_fake: 0.100 +(epoch: 12, iters: 38524, time: 0.297, data: 0.018) G_GAN: 3.671 G_L1: 3.720 D_real: 0.528 D_fake: 0.085 +(epoch: 12, iters: 38624, time: 0.410, data: 0.017) G_GAN: 5.287 G_L1: 6.644 D_real: 0.568 D_fake: 0.015 +(epoch: 12, iters: 38724, time: 0.285, data: 0.020) G_GAN: 3.158 G_L1: 5.795 D_real: 0.062 D_fake: 0.695 +(epoch: 12, iters: 38824, time: 0.297, data: 0.016) G_GAN: 2.857 G_L1: 3.307 D_real: 0.055 D_fake: 0.275 +(epoch: 12, iters: 38924, time: 0.284, data: 0.017) G_GAN: 2.497 G_L1: 3.427 D_real: 0.089 D_fake: 0.292 +(epoch: 12, iters: 39024, time: 0.377, data: 0.014) G_GAN: 3.421 G_L1: 3.787 D_real: 0.322 D_fake: 0.151 +(epoch: 12, iters: 39124, time: 0.298, data: 0.015) G_GAN: 3.918 G_L1: 3.199 D_real: 0.307 D_fake: 0.133 +(epoch: 12, iters: 39224, time: 0.301, data: 0.017) G_GAN: 4.319 G_L1: 4.321 D_real: 0.019 D_fake: 0.115 +(epoch: 12, iters: 39324, time: 0.305, data: 0.017) G_GAN: 3.634 G_L1: 5.248 D_real: 1.290 D_fake: 0.012 +(epoch: 12, iters: 39424, time: 0.407, data: 0.017) G_GAN: 2.965 G_L1: 2.963 D_real: 0.311 D_fake: 0.378 +(epoch: 12, iters: 39524, time: 0.282, data: 0.017) G_GAN: 3.460 G_L1: 2.876 D_real: 0.270 D_fake: 0.083 +(epoch: 12, iters: 39624, time: 0.276, data: 0.016) G_GAN: 2.692 G_L1: 3.805 D_real: 0.100 D_fake: 0.133 +(epoch: 12, iters: 39724, time: 0.305, data: 0.016) G_GAN: 3.478 G_L1: 5.459 D_real: 0.069 D_fake: 0.374 +(epoch: 12, iters: 39824, time: 0.534, data: 0.017) G_GAN: 2.862 G_L1: 3.072 D_real: 0.006 D_fake: 0.244 +(epoch: 12, iters: 39924, time: 0.302, data: 0.019) G_GAN: 2.017 G_L1: 3.545 D_real: 1.115 D_fake: 0.058 +(epoch: 12, iters: 40024, time: 0.305, data: 0.018) G_GAN: 3.274 G_L1: 3.439 D_real: 0.204 D_fake: 0.130 +(epoch: 12, iters: 40124, time: 0.304, data: 0.018) G_GAN: 3.510 G_L1: 4.443 D_real: 0.256 D_fake: 0.145 +(epoch: 12, iters: 40224, time: 0.424, data: 0.021) G_GAN: 3.284 G_L1: 4.611 D_real: 0.723 D_fake: 0.079 +(epoch: 12, iters: 40324, time: 0.292, data: 0.019) G_GAN: 2.565 G_L1: 3.331 D_real: 0.178 D_fake: 0.175 +(epoch: 12, iters: 40424, time: 0.294, data: 0.017) G_GAN: 3.794 G_L1: 4.279 D_real: 0.172 D_fake: 0.267 +(epoch: 12, iters: 40524, time: 0.295, data: 0.017) G_GAN: 4.236 G_L1: 3.631 D_real: 0.013 D_fake: 0.282 +(epoch: 12, iters: 40624, time: 0.408, data: 0.016) G_GAN: 4.015 G_L1: 6.233 D_real: 0.039 D_fake: 0.053 +(epoch: 12, iters: 40724, time: 0.289, data: 0.039) G_GAN: 3.895 G_L1: 10.041 D_real: 0.447 D_fake: 0.077 +(epoch: 12, iters: 40824, time: 0.305, data: 0.016) G_GAN: 3.982 G_L1: 4.476 D_real: 0.004 D_fake: 0.165 +(epoch: 12, iters: 40924, time: 0.282, data: 0.019) G_GAN: 4.737 G_L1: 5.117 D_real: 0.005 D_fake: 0.051 +(epoch: 12, iters: 41024, time: 0.412, data: 0.014) G_GAN: 3.861 G_L1: 4.283 D_real: 0.063 D_fake: 0.113 +(epoch: 12, iters: 41124, time: 0.297, data: 0.018) G_GAN: 2.728 G_L1: 3.133 D_real: 0.076 D_fake: 0.357 +(epoch: 12, iters: 41224, time: 0.295, data: 0.017) G_GAN: 3.394 G_L1: 6.911 D_real: 0.696 D_fake: 0.177 +(epoch: 12, iters: 41324, time: 0.278, data: 0.018) G_GAN: 3.137 G_L1: 4.752 D_real: 0.206 D_fake: 0.093 +(epoch: 12, iters: 41424, time: 0.391, data: 0.016) G_GAN: 4.012 G_L1: 3.093 D_real: 0.076 D_fake: 0.093 +(epoch: 12, iters: 41524, time: 0.304, data: 0.019) G_GAN: 2.949 G_L1: 4.731 D_real: 0.206 D_fake: 0.101 +(epoch: 12, iters: 41624, time: 0.304, data: 0.016) G_GAN: 2.826 G_L1: 3.603 D_real: 0.106 D_fake: 0.104 +(epoch: 12, iters: 41724, time: 0.278, data: 0.018) G_GAN: 5.028 G_L1: 6.368 D_real: 0.590 D_fake: 0.374 +(epoch: 12, iters: 41824, time: 0.542, data: 0.015) G_GAN: 3.968 G_L1: 3.761 D_real: 0.071 D_fake: 0.548 +(epoch: 12, iters: 41924, time: 0.303, data: 0.022) G_GAN: 4.597 G_L1: 5.750 D_real: 0.119 D_fake: 0.078 +(epoch: 12, iters: 42024, time: 0.278, data: 0.020) G_GAN: 4.887 G_L1: 3.210 D_real: 0.047 D_fake: 0.458 +(epoch: 12, iters: 42124, time: 0.304, data: 0.015) G_GAN: 3.475 G_L1: 2.921 D_real: 0.336 D_fake: 0.032 +(epoch: 12, iters: 42224, time: 0.424, data: 0.016) G_GAN: 4.548 G_L1: 7.698 D_real: 0.138 D_fake: 0.077 +(epoch: 12, iters: 42324, time: 0.303, data: 0.023) G_GAN: 3.387 G_L1: 3.786 D_real: 0.067 D_fake: 0.438 +(epoch: 12, iters: 42424, time: 0.297, data: 0.018) G_GAN: 2.664 G_L1: 3.267 D_real: 0.454 D_fake: 0.017 +(epoch: 12, iters: 42524, time: 0.296, data: 0.017) G_GAN: 3.481 G_L1: 3.974 D_real: 0.119 D_fake: 0.100 +(epoch: 12, iters: 42624, time: 0.403, data: 0.017) G_GAN: 4.481 G_L1: 3.823 D_real: 0.049 D_fake: 0.316 +(epoch: 12, iters: 42724, time: 0.297, data: 0.018) G_GAN: 4.558 G_L1: 3.472 D_real: 0.067 D_fake: 0.104 +(epoch: 12, iters: 42824, time: 0.307, data: 0.019) G_GAN: 4.079 G_L1: 3.838 D_real: 0.031 D_fake: 0.120 +(epoch: 12, iters: 42924, time: 0.307, data: 0.018) G_GAN: 5.242 G_L1: 2.985 D_real: 0.266 D_fake: 0.026 +(epoch: 12, iters: 43024, time: 0.412, data: 0.017) G_GAN: 5.821 G_L1: 8.654 D_real: 0.147 D_fake: 0.003 +(epoch: 12, iters: 43124, time: 0.303, data: 0.018) G_GAN: 4.495 G_L1: 4.637 D_real: 0.131 D_fake: 0.073 +(epoch: 12, iters: 43224, time: 0.294, data: 0.019) G_GAN: 2.684 G_L1: 3.684 D_real: 0.498 D_fake: 0.437 +(epoch: 12, iters: 43324, time: 0.295, data: 0.017) G_GAN: 4.088 G_L1: 4.082 D_real: 0.229 D_fake: 0.053 +(epoch: 12, iters: 43424, time: 0.420, data: 0.017) G_GAN: 3.974 G_L1: 3.709 D_real: 0.031 D_fake: 0.871 +(epoch: 12, iters: 43524, time: 0.302, data: 0.019) G_GAN: 4.228 G_L1: 2.722 D_real: 0.015 D_fake: 0.038 +(epoch: 12, iters: 43624, time: 0.296, data: 0.018) G_GAN: 2.582 G_L1: 3.005 D_real: 0.058 D_fake: 0.233 +(epoch: 12, iters: 43724, time: 0.290, data: 0.019) G_GAN: 4.032 G_L1: 4.174 D_real: 0.190 D_fake: 0.070 +(epoch: 12, iters: 43824, time: 0.536, data: 0.017) G_GAN: 2.486 G_L1: 4.024 D_real: 0.435 D_fake: 0.311 +(epoch: 12, iters: 43924, time: 0.303, data: 0.018) G_GAN: 2.423 G_L1: 3.388 D_real: 0.572 D_fake: 0.188 +(epoch: 12, iters: 44024, time: 0.291, data: 0.019) G_GAN: 3.190 G_L1: 2.923 D_real: 0.432 D_fake: 0.343 +(epoch: 12, iters: 44124, time: 0.297, data: 0.017) G_GAN: 2.990 G_L1: 4.452 D_real: 0.293 D_fake: 0.145 +(epoch: 12, iters: 44224, time: 0.366, data: 0.017) G_GAN: 3.536 G_L1: 5.970 D_real: 0.220 D_fake: 0.104 +(epoch: 12, iters: 44324, time: 0.298, data: 0.017) G_GAN: 3.065 G_L1: 3.661 D_real: 0.266 D_fake: 0.059 +(epoch: 12, iters: 44424, time: 0.292, data: 0.016) G_GAN: 3.195 G_L1: 3.168 D_real: 0.359 D_fake: 0.436 +(epoch: 12, iters: 44524, time: 0.295, data: 0.018) G_GAN: 3.457 G_L1: 3.484 D_real: 0.037 D_fake: 0.091 +(epoch: 12, iters: 44624, time: 0.397, data: 0.020) G_GAN: 4.981 G_L1: 3.561 D_real: 0.021 D_fake: 0.041 +(epoch: 12, iters: 44724, time: 0.302, data: 0.016) G_GAN: 4.385 G_L1: 5.500 D_real: 0.083 D_fake: 0.081 +(epoch: 12, iters: 44824, time: 0.296, data: 0.018) G_GAN: 7.087 G_L1: 5.305 D_real: 0.006 D_fake: 0.006 +(epoch: 12, iters: 44924, time: 0.301, data: 0.019) G_GAN: 7.020 G_L1: 8.136 D_real: 0.076 D_fake: 0.057 +(epoch: 12, iters: 45024, time: 0.379, data: 0.019) G_GAN: 4.180 G_L1: 3.656 D_real: 0.143 D_fake: 0.200 +(epoch: 12, iters: 45124, time: 0.295, data: 0.019) G_GAN: 3.538 G_L1: 3.746 D_real: 0.073 D_fake: 0.211 +(epoch: 12, iters: 45224, time: 0.297, data: 0.017) G_GAN: 7.497 G_L1: 4.492 D_real: 0.136 D_fake: 0.005 +(epoch: 12, iters: 45324, time: 0.292, data: 0.017) G_GAN: 4.168 G_L1: 4.771 D_real: 0.223 D_fake: 0.061 +(epoch: 12, iters: 45424, time: 0.413, data: 0.017) G_GAN: 4.594 G_L1: 4.642 D_real: 0.006 D_fake: 0.162 +(epoch: 12, iters: 45524, time: 0.303, data: 0.018) G_GAN: 3.746 G_L1: 3.703 D_real: 0.048 D_fake: 0.225 +(epoch: 12, iters: 45624, time: 0.305, data: 0.019) G_GAN: 3.502 G_L1: 5.325 D_real: 0.060 D_fake: 0.129 +(epoch: 12, iters: 45724, time: 0.305, data: 0.017) G_GAN: 3.514 G_L1: 5.202 D_real: 0.024 D_fake: 0.521 +(epoch: 12, iters: 45824, time: 0.539, data: 0.019) G_GAN: 2.274 G_L1: 3.107 D_real: 0.090 D_fake: 0.279 +(epoch: 12, iters: 45924, time: 0.301, data: 0.018) G_GAN: 5.806 G_L1: 6.031 D_real: 0.115 D_fake: 0.021 +(epoch: 12, iters: 46024, time: 0.301, data: 0.017) G_GAN: 5.466 G_L1: 5.741 D_real: 0.085 D_fake: 0.092 +(epoch: 12, iters: 46124, time: 0.300, data: 0.018) G_GAN: 4.069 G_L1: 3.768 D_real: 0.014 D_fake: 0.120 +(epoch: 12, iters: 46224, time: 0.398, data: 0.020) G_GAN: 3.129 G_L1: 5.383 D_real: 1.019 D_fake: 0.287 +(epoch: 12, iters: 46324, time: 0.295, data: 0.021) G_GAN: 2.921 G_L1: 3.744 D_real: 0.818 D_fake: 0.110 +(epoch: 12, iters: 46424, time: 0.303, data: 0.017) G_GAN: 3.590 G_L1: 2.809 D_real: 0.463 D_fake: 0.033 +(epoch: 12, iters: 46524, time: 0.309, data: 0.021) G_GAN: 4.239 G_L1: 5.040 D_real: 0.069 D_fake: 0.061 +(epoch: 12, iters: 46624, time: 0.420, data: 0.021) G_GAN: 3.392 G_L1: 5.932 D_real: 0.026 D_fake: 0.479 +(epoch: 12, iters: 46724, time: 0.305, data: 0.023) G_GAN: 2.845 G_L1: 6.998 D_real: 0.255 D_fake: 0.162 +(epoch: 12, iters: 46824, time: 0.310, data: 0.018) G_GAN: 4.372 G_L1: 6.777 D_real: 0.256 D_fake: 0.182 +(epoch: 12, iters: 46924, time: 0.301, data: 0.018) G_GAN: 3.520 G_L1: 3.365 D_real: 0.211 D_fake: 0.219 +(epoch: 12, iters: 47024, time: 0.406, data: 0.022) G_GAN: 5.553 G_L1: 5.602 D_real: 0.218 D_fake: 0.248 +(epoch: 12, iters: 47124, time: 0.305, data: 0.018) G_GAN: 5.855 G_L1: 3.555 D_real: 0.055 D_fake: 0.043 +(epoch: 12, iters: 47224, time: 0.294, data: 0.020) G_GAN: 2.585 G_L1: 3.544 D_real: 0.153 D_fake: 0.415 +(epoch: 12, iters: 47324, time: 0.301, data: 0.017) G_GAN: 3.856 G_L1: 6.172 D_real: 0.235 D_fake: 0.062 +(epoch: 12, iters: 47424, time: 0.411, data: 0.019) G_GAN: 1.929 G_L1: 3.567 D_real: 0.522 D_fake: 0.237 +(epoch: 12, iters: 47524, time: 0.302, data: 0.019) G_GAN: 2.236 G_L1: 5.040 D_real: 1.013 D_fake: 0.296 +(epoch: 12, iters: 47624, time: 0.302, data: 0.017) G_GAN: 2.898 G_L1: 2.694 D_real: 0.035 D_fake: 1.758 +(epoch: 12, iters: 47724, time: 0.305, data: 0.017) G_GAN: 2.087 G_L1: 3.408 D_real: 1.004 D_fake: 0.151 +(epoch: 12, iters: 47824, time: 0.494, data: 0.017) G_GAN: 3.855 G_L1: 3.509 D_real: 0.407 D_fake: 0.370 +(epoch: 12, iters: 47924, time: 0.296, data: 0.019) G_GAN: 5.089 G_L1: 6.215 D_real: 0.718 D_fake: 0.132 +(epoch: 12, iters: 48024, time: 0.302, data: 0.017) G_GAN: 2.489 G_L1: 3.794 D_real: 0.329 D_fake: 0.084 +(epoch: 12, iters: 48124, time: 0.304, data: 0.017) G_GAN: 3.762 G_L1: 4.052 D_real: 0.231 D_fake: 0.096 +(epoch: 12, iters: 48224, time: 0.412, data: 0.018) G_GAN: 3.419 G_L1: 5.582 D_real: 0.322 D_fake: 0.063 +(epoch: 12, iters: 48324, time: 0.298, data: 0.018) G_GAN: 3.587 G_L1: 5.334 D_real: 0.941 D_fake: 0.023 +(epoch: 12, iters: 48424, time: 0.305, data: 0.018) G_GAN: 4.292 G_L1: 3.351 D_real: 0.400 D_fake: 0.032 +(epoch: 12, iters: 48524, time: 0.304, data: 0.017) G_GAN: 3.312 G_L1: 4.395 D_real: 0.157 D_fake: 0.232 +(epoch: 12, iters: 48624, time: 0.419, data: 0.017) G_GAN: 5.647 G_L1: 3.950 D_real: 0.015 D_fake: 0.089 +(epoch: 12, iters: 48724, time: 0.287, data: 0.018) G_GAN: 4.126 G_L1: 4.382 D_real: 0.385 D_fake: 0.074 +(epoch: 12, iters: 48824, time: 0.302, data: 0.017) G_GAN: 1.572 G_L1: 2.830 D_real: 0.770 D_fake: 0.303 +(epoch: 12, iters: 48924, time: 0.305, data: 0.018) G_GAN: 2.605 G_L1: 3.477 D_real: 0.385 D_fake: 0.206 +(epoch: 12, iters: 49024, time: 0.417, data: 0.018) G_GAN: 3.908 G_L1: 3.772 D_real: 0.287 D_fake: 0.053 +(epoch: 12, iters: 49124, time: 0.300, data: 0.019) G_GAN: 1.929 G_L1: 2.948 D_real: 1.147 D_fake: 0.088 +(epoch: 12, iters: 49224, time: 0.265, data: 0.017) G_GAN: 4.277 G_L1: 4.365 D_real: 0.225 D_fake: 0.049 +(epoch: 12, iters: 49324, time: 0.292, data: 0.014) G_GAN: 3.264 G_L1: 3.607 D_real: 1.126 D_fake: 0.069 +(epoch: 12, iters: 49424, time: 0.422, data: 0.016) G_GAN: 4.473 G_L1: 4.085 D_real: 0.001 D_fake: 0.069 +(epoch: 12, iters: 49524, time: 0.302, data: 0.019) G_GAN: 3.279 G_L1: 2.398 D_real: 0.444 D_fake: 0.058 +(epoch: 12, iters: 49624, time: 0.302, data: 0.017) G_GAN: 2.501 G_L1: 4.567 D_real: 0.352 D_fake: 0.162 +(epoch: 12, iters: 49724, time: 0.304, data: 0.018) G_GAN: 2.701 G_L1: 4.205 D_real: 0.336 D_fake: 0.178 +(epoch: 12, iters: 49824, time: 0.542, data: 0.018) G_GAN: 4.116 G_L1: 3.455 D_real: 0.007 D_fake: 0.291 +(epoch: 12, iters: 49924, time: 0.303, data: 0.020) G_GAN: 2.810 G_L1: 4.924 D_real: 0.072 D_fake: 0.261 +(epoch: 12, iters: 50024, time: 0.300, data: 0.020) G_GAN: 4.523 G_L1: 4.041 D_real: 0.022 D_fake: 0.048 +(epoch: 12, iters: 50124, time: 0.302, data: 0.020) G_GAN: 3.607 G_L1: 2.898 D_real: 0.008 D_fake: 0.274 +(epoch: 12, iters: 50224, time: 0.406, data: 0.017) G_GAN: 3.436 G_L1: 3.275 D_real: 0.187 D_fake: 0.265 +(epoch: 12, iters: 50324, time: 0.302, data: 0.018) G_GAN: 4.129 G_L1: 3.876 D_real: 0.056 D_fake: 0.114 +(epoch: 12, iters: 50424, time: 0.298, data: 0.022) G_GAN: 3.443 G_L1: 4.823 D_real: 0.580 D_fake: 0.033 +(epoch: 12, iters: 50524, time: 0.296, data: 0.020) G_GAN: 3.887 G_L1: 6.036 D_real: 0.093 D_fake: 0.152 +(epoch: 12, iters: 50624, time: 0.420, data: 0.022) G_GAN: 5.691 G_L1: 3.863 D_real: 0.079 D_fake: 0.568 +(epoch: 12, iters: 50724, time: 0.303, data: 0.019) G_GAN: 5.217 G_L1: 5.361 D_real: 0.278 D_fake: 0.024 +(epoch: 12, iters: 50824, time: 0.304, data: 0.021) G_GAN: 5.191 G_L1: 3.985 D_real: 0.178 D_fake: 0.146 +(epoch: 12, iters: 50924, time: 0.296, data: 0.017) G_GAN: 5.481 G_L1: 4.086 D_real: 0.491 D_fake: 0.015 +(epoch: 12, iters: 51024, time: 0.388, data: 0.021) G_GAN: 3.414 G_L1: 3.195 D_real: 0.182 D_fake: 0.267 +(epoch: 12, iters: 51124, time: 0.299, data: 0.018) G_GAN: 3.666 G_L1: 3.705 D_real: 0.031 D_fake: 0.236 +(epoch: 12, iters: 51224, time: 0.307, data: 0.016) G_GAN: 4.776 G_L1: 4.139 D_real: 0.017 D_fake: 0.203 +(epoch: 12, iters: 51324, time: 0.298, data: 0.018) G_GAN: 3.004 G_L1: 4.673 D_real: 0.092 D_fake: 0.140 +(epoch: 12, iters: 51424, time: 0.401, data: 0.019) G_GAN: 5.755 G_L1: 3.082 D_real: 0.100 D_fake: 0.020 +(epoch: 12, iters: 51524, time: 0.304, data: 0.018) G_GAN: 3.554 G_L1: 3.055 D_real: 0.110 D_fake: 0.269 +(epoch: 12, iters: 51624, time: 0.290, data: 0.019) G_GAN: 2.695 G_L1: 4.079 D_real: 0.354 D_fake: 0.086 +(epoch: 12, iters: 51724, time: 0.296, data: 0.017) G_GAN: 3.994 G_L1: 3.710 D_real: 0.013 D_fake: 0.154 +(epoch: 12, iters: 51824, time: 0.530, data: 0.017) G_GAN: 4.335 G_L1: 3.847 D_real: 0.354 D_fake: 0.687 +(epoch: 12, iters: 51924, time: 0.298, data: 0.018) G_GAN: 4.127 G_L1: 3.344 D_real: 0.382 D_fake: 0.101 +(epoch: 12, iters: 52024, time: 0.303, data: 0.020) G_GAN: 3.728 G_L1: 5.181 D_real: 0.165 D_fake: 0.120 +(epoch: 12, iters: 52124, time: 0.299, data: 0.021) G_GAN: 3.044 G_L1: 4.429 D_real: 0.024 D_fake: 0.083 +(epoch: 12, iters: 52224, time: 0.419, data: 0.016) G_GAN: 4.787 G_L1: 4.103 D_real: 0.054 D_fake: 0.219 +(epoch: 12, iters: 52324, time: 0.294, data: 0.019) G_GAN: 1.592 G_L1: 4.425 D_real: 0.492 D_fake: 0.197 +(epoch: 12, iters: 52424, time: 0.301, data: 0.015) G_GAN: 2.537 G_L1: 4.458 D_real: 0.530 D_fake: 0.173 +(epoch: 12, iters: 52524, time: 0.304, data: 0.020) G_GAN: 4.604 G_L1: 5.089 D_real: 0.032 D_fake: 0.126 +(epoch: 12, iters: 52624, time: 0.414, data: 0.017) G_GAN: 4.384 G_L1: 3.197 D_real: 0.015 D_fake: 0.132 +(epoch: 12, iters: 52724, time: 0.304, data: 0.018) G_GAN: 4.058 G_L1: 5.979 D_real: 0.120 D_fake: 0.135 +(epoch: 12, iters: 52824, time: 0.297, data: 0.016) G_GAN: 3.896 G_L1: 4.791 D_real: 0.154 D_fake: 0.186 +(epoch: 12, iters: 52924, time: 0.295, data: 0.017) G_GAN: 4.471 G_L1: 7.033 D_real: 0.216 D_fake: 0.019 +(epoch: 12, iters: 53024, time: 0.402, data: 0.016) G_GAN: 4.506 G_L1: 4.413 D_real: 0.008 D_fake: 0.352 +(epoch: 12, iters: 53124, time: 0.301, data: 0.019) G_GAN: 4.553 G_L1: 3.625 D_real: 0.148 D_fake: 0.202 +(epoch: 12, iters: 53224, time: 0.303, data: 0.018) G_GAN: 3.160 G_L1: 4.306 D_real: 0.246 D_fake: 0.046 +(epoch: 12, iters: 53324, time: 0.301, data: 0.017) G_GAN: 3.890 G_L1: 13.475 D_real: 0.292 D_fake: 0.980 +(epoch: 12, iters: 53424, time: 0.397, data: 0.017) G_GAN: 2.784 G_L1: 3.219 D_real: 0.843 D_fake: 0.071 +(epoch: 12, iters: 53524, time: 0.302, data: 0.022) G_GAN: 3.963 G_L1: 3.314 D_real: 0.122 D_fake: 0.076 +(epoch: 12, iters: 53624, time: 0.304, data: 0.020) G_GAN: 4.816 G_L1: 3.098 D_real: 0.008 D_fake: 0.789 +(epoch: 12, iters: 53724, time: 0.306, data: 0.017) G_GAN: 4.616 G_L1: 4.072 D_real: 0.019 D_fake: 0.081 +(epoch: 12, iters: 53824, time: 0.493, data: 0.021) G_GAN: 4.018 G_L1: 2.546 D_real: 0.027 D_fake: 0.619 +(epoch: 12, iters: 53924, time: 0.297, data: 0.019) G_GAN: 3.571 G_L1: 2.876 D_real: 0.371 D_fake: 0.522 +(epoch: 12, iters: 54024, time: 0.301, data: 0.018) G_GAN: 4.596 G_L1: 3.905 D_real: 0.116 D_fake: 0.077 +(epoch: 12, iters: 54124, time: 0.308, data: 0.017) G_GAN: 3.814 G_L1: 6.192 D_real: 0.144 D_fake: 0.377 +(epoch: 12, iters: 54224, time: 0.423, data: 0.018) G_GAN: 4.619 G_L1: 5.777 D_real: 0.043 D_fake: 0.209 +(epoch: 12, iters: 54324, time: 0.296, data: 0.019) G_GAN: 4.672 G_L1: 3.825 D_real: 0.062 D_fake: 0.048 +(epoch: 12, iters: 54424, time: 0.305, data: 0.017) G_GAN: 3.539 G_L1: 3.481 D_real: 0.022 D_fake: 0.479 +(epoch: 12, iters: 54524, time: 0.296, data: 0.022) G_GAN: 3.993 G_L1: 4.250 D_real: 0.339 D_fake: 0.041 +(epoch: 12, iters: 54624, time: 0.413, data: 0.017) G_GAN: 2.016 G_L1: 3.597 D_real: 0.938 D_fake: 0.023 +(epoch: 12, iters: 54724, time: 0.304, data: 0.021) G_GAN: 3.147 G_L1: 4.765 D_real: 0.099 D_fake: 0.057 +(epoch: 12, iters: 54824, time: 0.306, data: 0.016) G_GAN: 3.722 G_L1: 2.904 D_real: 0.149 D_fake: 0.315 +(epoch: 12, iters: 54924, time: 0.305, data: 0.019) G_GAN: 4.410 G_L1: 3.330 D_real: 0.024 D_fake: 0.228 +(epoch: 12, iters: 55024, time: 0.416, data: 0.018) G_GAN: 3.587 G_L1: 3.562 D_real: 0.083 D_fake: 0.218 +(epoch: 12, iters: 55124, time: 0.304, data: 0.019) G_GAN: 5.223 G_L1: 4.445 D_real: 0.048 D_fake: 0.280 +(epoch: 12, iters: 55224, time: 0.295, data: 0.017) G_GAN: 4.406 G_L1: 2.933 D_real: 0.119 D_fake: 0.098 +(epoch: 12, iters: 55324, time: 0.304, data: 0.016) G_GAN: 2.962 G_L1: 3.054 D_real: 0.048 D_fake: 0.315 +(epoch: 12, iters: 55424, time: 0.430, data: 0.021) G_GAN: 3.026 G_L1: 5.153 D_real: 0.552 D_fake: 0.151 +(epoch: 12, iters: 55524, time: 0.304, data: 0.019) G_GAN: 5.598 G_L1: 3.587 D_real: 0.020 D_fake: 0.076 +(epoch: 12, iters: 55624, time: 0.303, data: 0.018) G_GAN: 2.584 G_L1: 2.904 D_real: 0.288 D_fake: 0.297 +(epoch: 12, iters: 55724, time: 0.307, data: 0.023) G_GAN: 4.112 G_L1: 4.459 D_real: 0.235 D_fake: 0.053 +(epoch: 12, iters: 55824, time: 0.547, data: 0.019) G_GAN: 4.440 G_L1: 2.945 D_real: 0.364 D_fake: 0.264 +(epoch: 12, iters: 55924, time: 0.290, data: 0.018) G_GAN: 4.333 G_L1: 4.010 D_real: 0.152 D_fake: 0.467 +(epoch: 12, iters: 56024, time: 0.297, data: 0.016) G_GAN: 3.513 G_L1: 4.449 D_real: 0.212 D_fake: 0.035 +(epoch: 12, iters: 56124, time: 0.301, data: 0.017) G_GAN: 3.594 G_L1: 3.794 D_real: 0.116 D_fake: 0.393 +(epoch: 12, iters: 56224, time: 0.421, data: 0.035) G_GAN: 4.473 G_L1: 4.279 D_real: 0.001 D_fake: 0.329 +(epoch: 12, iters: 56324, time: 0.303, data: 0.018) G_GAN: 4.126 G_L1: 5.193 D_real: 0.066 D_fake: 0.151 +(epoch: 12, iters: 56424, time: 0.286, data: 0.018) G_GAN: 4.673 G_L1: 5.852 D_real: 0.414 D_fake: 0.048 +(epoch: 12, iters: 56524, time: 0.305, data: 0.020) G_GAN: 4.428 G_L1: 5.509 D_real: 0.021 D_fake: 0.171 +(epoch: 12, iters: 56624, time: 0.416, data: 0.017) G_GAN: 5.645 G_L1: 7.762 D_real: 0.163 D_fake: 0.020 +(epoch: 12, iters: 56724, time: 0.304, data: 0.019) G_GAN: 3.184 G_L1: 2.999 D_real: 0.117 D_fake: 0.166 +(epoch: 12, iters: 56824, time: 0.298, data: 0.017) G_GAN: 3.653 G_L1: 3.319 D_real: 0.190 D_fake: 0.068 +(epoch: 12, iters: 56924, time: 0.294, data: 0.016) G_GAN: 3.269 G_L1: 3.044 D_real: 0.166 D_fake: 0.058 +(epoch: 12, iters: 57024, time: 0.425, data: 0.016) G_GAN: 5.798 G_L1: 4.734 D_real: 0.064 D_fake: 0.015 +(epoch: 12, iters: 57124, time: 0.306, data: 0.019) G_GAN: 2.897 G_L1: 6.456 D_real: 0.131 D_fake: 0.100 +(epoch: 12, iters: 57224, time: 0.295, data: 0.021) G_GAN: 3.844 G_L1: 2.547 D_real: 0.555 D_fake: 0.043 +(epoch: 12, iters: 57324, time: 0.301, data: 0.016) G_GAN: 2.635 G_L1: 3.327 D_real: 0.626 D_fake: 0.049 +(epoch: 12, iters: 57424, time: 0.419, data: 0.019) G_GAN: 2.807 G_L1: 3.122 D_real: 0.472 D_fake: 0.033 +(epoch: 12, iters: 57524, time: 0.299, data: 0.021) G_GAN: 3.679 G_L1: 2.263 D_real: 0.117 D_fake: 0.018 +(epoch: 12, iters: 57624, time: 0.308, data: 0.016) G_GAN: 2.996 G_L1: 3.284 D_real: 0.561 D_fake: 0.060 +(epoch: 12, iters: 57724, time: 0.293, data: 0.019) G_GAN: 3.611 G_L1: 3.330 D_real: 0.038 D_fake: 0.329 +(epoch: 12, iters: 57824, time: 0.557, data: 0.018) G_GAN: 4.132 G_L1: 4.024 D_real: 0.017 D_fake: 0.072 +(epoch: 12, iters: 57924, time: 0.304, data: 0.018) G_GAN: 2.869 G_L1: 2.892 D_real: 0.271 D_fake: 0.052 +(epoch: 12, iters: 58024, time: 0.291, data: 0.017) G_GAN: 6.602 G_L1: 4.181 D_real: 0.712 D_fake: 0.011 +(epoch: 12, iters: 58124, time: 0.300, data: 0.016) G_GAN: 5.406 G_L1: 6.418 D_real: 0.083 D_fake: 0.080 +(epoch: 12, iters: 58224, time: 0.426, data: 0.016) G_GAN: 5.616 G_L1: 7.551 D_real: 0.449 D_fake: 0.019 +(epoch: 12, iters: 58324, time: 0.303, data: 0.019) G_GAN: 2.975 G_L1: 2.284 D_real: 0.040 D_fake: 0.144 +(epoch: 12, iters: 58424, time: 0.306, data: 0.016) G_GAN: 2.944 G_L1: 5.215 D_real: 0.271 D_fake: 0.293 +(epoch: 12, iters: 58524, time: 0.302, data: 0.017) G_GAN: 4.340 G_L1: 4.169 D_real: 0.032 D_fake: 0.210 +(epoch: 12, iters: 58624, time: 0.420, data: 0.016) G_GAN: 3.359 G_L1: 4.273 D_real: 0.005 D_fake: 0.128 +(epoch: 12, iters: 58724, time: 0.300, data: 0.022) G_GAN: 4.624 G_L1: 6.189 D_real: 0.073 D_fake: 0.044 +(epoch: 12, iters: 58824, time: 0.298, data: 0.018) G_GAN: 5.394 G_L1: 4.954 D_real: 0.137 D_fake: 0.015 +(epoch: 12, iters: 58924, time: 0.305, data: 0.017) G_GAN: 4.354 G_L1: 4.459 D_real: 0.289 D_fake: 0.010 +(epoch: 12, iters: 59024, time: 0.417, data: 0.018) G_GAN: 3.516 G_L1: 3.450 D_real: 0.332 D_fake: 0.376 +(epoch: 12, iters: 59124, time: 0.301, data: 0.018) G_GAN: 4.539 G_L1: 6.482 D_real: 0.878 D_fake: 0.146 +(epoch: 12, iters: 59224, time: 0.304, data: 0.017) G_GAN: 4.676 G_L1: 4.039 D_real: 0.100 D_fake: 0.583 +(epoch: 12, iters: 59324, time: 0.304, data: 0.016) G_GAN: 4.455 G_L1: 3.149 D_real: 0.043 D_fake: 0.029 +(epoch: 12, iters: 59424, time: 0.420, data: 0.017) G_GAN: 3.856 G_L1: 4.900 D_real: 0.267 D_fake: 0.070 +(epoch: 12, iters: 59524, time: 0.303, data: 0.019) G_GAN: 3.897 G_L1: 13.268 D_real: 0.614 D_fake: 0.053 +(epoch: 12, iters: 59624, time: 0.304, data: 0.016) G_GAN: 4.197 G_L1: 3.548 D_real: 0.057 D_fake: 0.043 +(epoch: 12, iters: 59724, time: 0.304, data: 0.022) G_GAN: 5.229 G_L1: 4.766 D_real: 0.016 D_fake: 0.076 +(epoch: 12, iters: 59824, time: 0.560, data: 0.022) G_GAN: 1.702 G_L1: 3.386 D_real: 0.726 D_fake: 0.204 +(epoch: 12, iters: 59924, time: 0.301, data: 0.020) G_GAN: 3.906 G_L1: 5.371 D_real: 0.194 D_fake: 0.061 +(epoch: 13, iters: 8, time: 0.295, data: 0.016) G_GAN: 3.627 G_L1: 3.604 D_real: 0.099 D_fake: 0.067 +(epoch: 13, iters: 108, time: 0.305, data: 0.021) G_GAN: 3.866 G_L1: 2.857 D_real: 0.145 D_fake: 0.550 +(epoch: 13, iters: 208, time: 0.551, data: 0.019) G_GAN: 4.348 G_L1: 4.378 D_real: 0.236 D_fake: 0.047 +(epoch: 13, iters: 308, time: 0.309, data: 0.019) G_GAN: 4.817 G_L1: 4.495 D_real: 0.019 D_fake: 0.226 +(epoch: 13, iters: 408, time: 0.300, data: 0.017) G_GAN: 3.717 G_L1: 3.455 D_real: 0.839 D_fake: 0.294 +(epoch: 13, iters: 508, time: 0.297, data: 0.018) G_GAN: 3.550 G_L1: 4.290 D_real: 0.031 D_fake: 0.185 +(epoch: 13, iters: 608, time: 0.413, data: 0.018) G_GAN: 3.666 G_L1: 4.683 D_real: 1.136 D_fake: 0.428 +(epoch: 13, iters: 708, time: 0.305, data: 0.018) G_GAN: 4.308 G_L1: 4.450 D_real: 0.215 D_fake: 0.066 +(epoch: 13, iters: 808, time: 0.303, data: 0.018) G_GAN: 5.272 G_L1: 4.793 D_real: 0.472 D_fake: 0.281 +(epoch: 13, iters: 908, time: 0.301, data: 0.017) G_GAN: 2.648 G_L1: 4.641 D_real: 0.504 D_fake: 0.319 +(epoch: 13, iters: 1008, time: 0.412, data: 0.018) G_GAN: 3.237 G_L1: 2.444 D_real: 0.179 D_fake: 0.616 +(epoch: 13, iters: 1108, time: 0.303, data: 0.017) G_GAN: 3.506 G_L1: 3.964 D_real: 0.210 D_fake: 0.033 +(epoch: 13, iters: 1208, time: 0.295, data: 0.018) G_GAN: 3.977 G_L1: 2.929 D_real: 0.086 D_fake: 0.124 +(epoch: 13, iters: 1308, time: 0.299, data: 0.021) G_GAN: 3.653 G_L1: 3.560 D_real: 0.258 D_fake: 0.131 +(epoch: 13, iters: 1408, time: 0.385, data: 0.017) G_GAN: 4.785 G_L1: 3.720 D_real: 0.021 D_fake: 0.100 +(epoch: 13, iters: 1508, time: 0.294, data: 0.019) G_GAN: 6.500 G_L1: 4.810 D_real: 0.364 D_fake: 0.005 +(epoch: 13, iters: 1608, time: 0.299, data: 0.020) G_GAN: 3.559 G_L1: 4.447 D_real: 1.000 D_fake: 0.398 +(epoch: 13, iters: 1708, time: 0.302, data: 0.019) G_GAN: 3.045 G_L1: 3.571 D_real: 0.129 D_fake: 0.293 +(epoch: 13, iters: 1808, time: 0.517, data: 0.017) G_GAN: 3.842 G_L1: 3.557 D_real: 0.025 D_fake: 0.099 +(epoch: 13, iters: 1908, time: 0.299, data: 0.019) G_GAN: 4.457 G_L1: 2.886 D_real: 0.002 D_fake: 0.037 +(epoch: 13, iters: 2008, time: 0.303, data: 0.017) G_GAN: 2.022 G_L1: 2.961 D_real: 0.723 D_fake: 0.101 +(epoch: 13, iters: 2108, time: 0.300, data: 0.018) G_GAN: 3.505 G_L1: 3.893 D_real: 0.049 D_fake: 0.155 +(epoch: 13, iters: 2208, time: 0.417, data: 0.022) G_GAN: 2.227 G_L1: 3.562 D_real: 0.487 D_fake: 0.138 +(epoch: 13, iters: 2308, time: 0.305, data: 0.023) G_GAN: 4.454 G_L1: 5.396 D_real: 0.169 D_fake: 0.032 +(epoch: 13, iters: 2408, time: 0.305, data: 0.018) G_GAN: 2.467 G_L1: 3.033 D_real: 0.324 D_fake: 0.219 +(epoch: 13, iters: 2508, time: 0.288, data: 0.021) G_GAN: 4.457 G_L1: 5.332 D_real: 0.022 D_fake: 0.351 +(epoch: 13, iters: 2608, time: 0.428, data: 0.017) G_GAN: 5.017 G_L1: 3.796 D_real: 0.409 D_fake: 0.014 +(epoch: 13, iters: 2708, time: 0.300, data: 0.019) G_GAN: 8.466 G_L1: 4.895 D_real: 0.011 D_fake: 0.003 +(epoch: 13, iters: 2808, time: 0.303, data: 0.022) G_GAN: 4.236 G_L1: 3.867 D_real: 0.051 D_fake: 0.400 +(epoch: 13, iters: 2908, time: 0.304, data: 0.018) G_GAN: 4.522 G_L1: 3.048 D_real: 0.086 D_fake: 0.074 +(epoch: 13, iters: 3008, time: 0.414, data: 0.032) G_GAN: 3.932 G_L1: 5.475 D_real: 0.070 D_fake: 0.258 +(epoch: 13, iters: 3108, time: 0.300, data: 0.019) G_GAN: 4.038 G_L1: 3.353 D_real: 0.022 D_fake: 0.073 +(epoch: 13, iters: 3208, time: 0.304, data: 0.019) G_GAN: 4.457 G_L1: 3.520 D_real: 0.038 D_fake: 0.679 +(epoch: 13, iters: 3308, time: 0.299, data: 0.019) G_GAN: 3.905 G_L1: 5.435 D_real: 0.031 D_fake: 0.934 +(epoch: 13, iters: 3408, time: 0.417, data: 0.017) G_GAN: 3.598 G_L1: 3.894 D_real: 0.248 D_fake: 0.075 +(epoch: 13, iters: 3508, time: 0.305, data: 0.019) G_GAN: 3.714 G_L1: 4.804 D_real: 0.093 D_fake: 0.286 +(epoch: 13, iters: 3608, time: 0.304, data: 0.023) G_GAN: 5.910 G_L1: 3.699 D_real: 0.068 D_fake: 0.009 +(epoch: 13, iters: 3708, time: 0.304, data: 0.018) G_GAN: 3.659 G_L1: 3.832 D_real: 0.031 D_fake: 0.141 +(epoch: 13, iters: 3808, time: 0.527, data: 0.021) G_GAN: 3.878 G_L1: 3.177 D_real: 0.098 D_fake: 0.062 +(epoch: 13, iters: 3908, time: 0.303, data: 0.018) G_GAN: 4.038 G_L1: 5.228 D_real: 0.043 D_fake: 0.072 +(epoch: 13, iters: 4008, time: 0.297, data: 0.018) G_GAN: 3.783 G_L1: 4.787 D_real: 0.153 D_fake: 0.076 +(epoch: 13, iters: 4108, time: 0.295, data: 0.018) G_GAN: 4.621 G_L1: 3.405 D_real: 0.044 D_fake: 0.067 +(epoch: 13, iters: 4208, time: 0.411, data: 0.017) G_GAN: 4.001 G_L1: 2.737 D_real: 0.124 D_fake: 0.113 +(epoch: 13, iters: 4308, time: 0.296, data: 0.020) G_GAN: 3.748 G_L1: 3.928 D_real: 0.018 D_fake: 0.340 +(epoch: 13, iters: 4408, time: 0.306, data: 0.017) G_GAN: 4.673 G_L1: 2.666 D_real: 0.225 D_fake: 0.040 +(epoch: 13, iters: 4508, time: 0.312, data: 0.019) G_GAN: 5.649 G_L1: 4.151 D_real: 0.252 D_fake: 0.546 +(epoch: 13, iters: 4608, time: 0.421, data: 0.017) G_GAN: 3.009 G_L1: 3.878 D_real: 0.168 D_fake: 0.052 +(epoch: 13, iters: 4708, time: 0.309, data: 0.019) G_GAN: 4.693 G_L1: 4.809 D_real: 0.010 D_fake: 0.035 +(epoch: 13, iters: 4808, time: 0.304, data: 0.018) G_GAN: 3.053 G_L1: 3.658 D_real: 0.350 D_fake: 0.118 +(epoch: 13, iters: 4908, time: 0.303, data: 0.019) G_GAN: 3.268 G_L1: 5.658 D_real: 0.243 D_fake: 0.119 +(epoch: 13, iters: 5008, time: 0.412, data: 0.017) G_GAN: 4.149 G_L1: 4.106 D_real: 0.023 D_fake: 0.048 +(epoch: 13, iters: 5108, time: 0.296, data: 0.017) G_GAN: 3.540 G_L1: 3.869 D_real: 0.018 D_fake: 0.253 +(epoch: 13, iters: 5208, time: 0.301, data: 0.016) G_GAN: 4.343 G_L1: 3.410 D_real: 0.429 D_fake: 0.036 +(epoch: 13, iters: 5308, time: 0.298, data: 0.018) G_GAN: 3.273 G_L1: 3.775 D_real: 0.486 D_fake: 0.164 +(epoch: 13, iters: 5408, time: 0.417, data: 0.016) G_GAN: 6.108 G_L1: 8.930 D_real: 0.028 D_fake: 0.775 +(epoch: 13, iters: 5508, time: 0.304, data: 0.021) G_GAN: 4.721 G_L1: 3.045 D_real: 0.003 D_fake: 0.487 +(epoch: 13, iters: 5608, time: 0.295, data: 0.017) G_GAN: 3.478 G_L1: 3.084 D_real: 0.018 D_fake: 1.090 +(epoch: 13, iters: 5708, time: 0.294, data: 0.015) G_GAN: 5.167 G_L1: 6.874 D_real: 0.475 D_fake: 0.276 +(epoch: 13, iters: 5808, time: 0.492, data: 0.019) G_GAN: 5.620 G_L1: 5.333 D_real: 0.404 D_fake: 1.345 +(epoch: 13, iters: 5908, time: 0.288, data: 0.021) G_GAN: 3.923 G_L1: 3.350 D_real: 0.002 D_fake: 0.384 +(epoch: 13, iters: 6008, time: 0.296, data: 0.016) G_GAN: 4.026 G_L1: 6.826 D_real: 0.049 D_fake: 0.395 +(epoch: 13, iters: 6108, time: 0.289, data: 0.018) G_GAN: 3.113 G_L1: 4.177 D_real: 0.256 D_fake: 0.084 +(epoch: 13, iters: 6208, time: 0.401, data: 0.015) G_GAN: 4.551 G_L1: 4.793 D_real: 0.129 D_fake: 0.051 +(epoch: 13, iters: 6308, time: 0.299, data: 0.015) G_GAN: 2.874 G_L1: 3.396 D_real: 0.118 D_fake: 0.315 +(epoch: 13, iters: 6408, time: 0.294, data: 0.018) G_GAN: 3.354 G_L1: 2.716 D_real: 0.067 D_fake: 0.069 +(epoch: 13, iters: 6508, time: 0.303, data: 0.023) G_GAN: 4.799 G_L1: 5.746 D_real: 0.008 D_fake: 0.186 +(epoch: 13, iters: 6608, time: 0.422, data: 0.016) G_GAN: 4.769 G_L1: 3.188 D_real: 0.061 D_fake: 0.230 +(epoch: 13, iters: 6708, time: 0.303, data: 0.019) G_GAN: 3.165 G_L1: 2.992 D_real: 0.250 D_fake: 0.159 +(epoch: 13, iters: 6808, time: 0.302, data: 0.022) G_GAN: 4.044 G_L1: 3.517 D_real: 0.232 D_fake: 0.070 +(epoch: 13, iters: 6908, time: 0.302, data: 0.023) G_GAN: 3.743 G_L1: 3.421 D_real: 0.045 D_fake: 0.155 +(epoch: 13, iters: 7008, time: 0.412, data: 0.021) G_GAN: 4.370 G_L1: 5.078 D_real: 0.311 D_fake: 0.017 +(epoch: 13, iters: 7108, time: 0.305, data: 0.018) G_GAN: 3.663 G_L1: 3.067 D_real: 0.056 D_fake: 0.254 +(epoch: 13, iters: 7208, time: 0.300, data: 0.019) G_GAN: 4.304 G_L1: 3.855 D_real: 0.112 D_fake: 0.096 +(epoch: 13, iters: 7308, time: 0.298, data: 0.023) G_GAN: 3.341 G_L1: 3.340 D_real: 0.001 D_fake: 0.279 +(epoch: 13, iters: 7408, time: 0.404, data: 0.018) G_GAN: 1.801 G_L1: 2.862 D_real: 1.045 D_fake: 0.180 +(epoch: 13, iters: 7508, time: 0.301, data: 0.018) G_GAN: 4.808 G_L1: 4.745 D_real: 0.041 D_fake: 0.298 +(epoch: 13, iters: 7608, time: 0.310, data: 0.017) G_GAN: 3.027 G_L1: 4.199 D_real: 0.613 D_fake: 0.030 +(epoch: 13, iters: 7708, time: 0.294, data: 0.017) G_GAN: 3.876 G_L1: 3.289 D_real: 0.052 D_fake: 0.066 +(epoch: 13, iters: 7808, time: 0.546, data: 0.017) G_GAN: 2.767 G_L1: 2.965 D_real: 0.176 D_fake: 0.456 +(epoch: 13, iters: 7908, time: 0.296, data: 0.019) G_GAN: 3.942 G_L1: 4.460 D_real: 0.096 D_fake: 0.113 +(epoch: 13, iters: 8008, time: 0.303, data: 0.018) G_GAN: 3.963 G_L1: 4.025 D_real: 0.016 D_fake: 0.343 +(epoch: 13, iters: 8108, time: 0.303, data: 0.019) G_GAN: 6.191 G_L1: 6.195 D_real: 0.014 D_fake: 0.021 +(epoch: 13, iters: 8208, time: 0.401, data: 0.018) G_GAN: 3.055 G_L1: 4.120 D_real: 0.171 D_fake: 0.141 +(epoch: 13, iters: 8308, time: 0.295, data: 0.018) G_GAN: 2.865 G_L1: 3.059 D_real: 0.196 D_fake: 0.225 +(epoch: 13, iters: 8408, time: 0.309, data: 0.015) G_GAN: 3.386 G_L1: 2.084 D_real: 0.366 D_fake: 0.069 +(epoch: 13, iters: 8508, time: 0.302, data: 0.017) G_GAN: 4.355 G_L1: 5.191 D_real: 0.028 D_fake: 0.136 +(epoch: 13, iters: 8608, time: 0.414, data: 0.020) G_GAN: 5.113 G_L1: 4.077 D_real: 0.016 D_fake: 0.090 +(epoch: 13, iters: 8708, time: 0.300, data: 0.019) G_GAN: 4.180 G_L1: 2.641 D_real: 0.034 D_fake: 0.124 +(epoch: 13, iters: 8808, time: 0.301, data: 0.017) G_GAN: 4.323 G_L1: 4.138 D_real: 0.006 D_fake: 0.069 +(epoch: 13, iters: 8908, time: 0.305, data: 0.017) G_GAN: 5.547 G_L1: 6.757 D_real: 0.054 D_fake: 0.014 +(epoch: 13, iters: 9008, time: 0.419, data: 0.019) G_GAN: 6.193 G_L1: 4.071 D_real: 0.139 D_fake: 0.015 +(epoch: 13, iters: 9108, time: 0.291, data: 0.020) G_GAN: 4.865 G_L1: 5.372 D_real: 0.001 D_fake: 0.191 +(epoch: 13, iters: 9208, time: 0.306, data: 0.017) G_GAN: 4.761 G_L1: 6.275 D_real: 0.190 D_fake: 0.040 +(epoch: 13, iters: 9308, time: 0.303, data: 0.020) G_GAN: 6.651 G_L1: 5.061 D_real: 0.058 D_fake: 0.326 +(epoch: 13, iters: 9408, time: 0.418, data: 0.017) G_GAN: 5.141 G_L1: 4.647 D_real: 0.009 D_fake: 0.033 +(epoch: 13, iters: 9508, time: 0.301, data: 0.018) G_GAN: 6.691 G_L1: 5.901 D_real: 0.025 D_fake: 0.010 +(epoch: 13, iters: 9608, time: 0.302, data: 0.017) G_GAN: 4.480 G_L1: 3.809 D_real: 0.013 D_fake: 0.255 +(epoch: 13, iters: 9708, time: 0.305, data: 0.017) G_GAN: 5.025 G_L1: 4.587 D_real: 0.016 D_fake: 0.020 +(epoch: 13, iters: 9808, time: 0.480, data: 0.021) G_GAN: 3.914 G_L1: 3.077 D_real: 0.109 D_fake: 0.043 +(epoch: 13, iters: 9908, time: 0.300, data: 0.018) G_GAN: 4.290 G_L1: 2.789 D_real: 0.067 D_fake: 0.048 +(epoch: 13, iters: 10008, time: 0.303, data: 0.017) G_GAN: 6.489 G_L1: 4.974 D_real: 0.042 D_fake: 0.076 +(epoch: 13, iters: 10108, time: 0.291, data: 0.017) G_GAN: 3.902 G_L1: 3.948 D_real: 0.006 D_fake: 0.239 +(epoch: 13, iters: 10208, time: 0.411, data: 0.016) G_GAN: 5.684 G_L1: 4.821 D_real: 0.023 D_fake: 0.017 +(epoch: 13, iters: 10308, time: 0.300, data: 0.017) G_GAN: 4.865 G_L1: 3.003 D_real: 0.357 D_fake: 0.078 +(epoch: 13, iters: 10408, time: 0.304, data: 0.017) G_GAN: 3.642 G_L1: 4.224 D_real: 0.027 D_fake: 0.108 +(epoch: 13, iters: 10508, time: 0.301, data: 0.023) G_GAN: 4.576 G_L1: 4.817 D_real: 0.398 D_fake: 0.231 +(epoch: 13, iters: 10608, time: 0.420, data: 0.017) G_GAN: 4.449 G_L1: 3.871 D_real: 0.535 D_fake: 0.015 +(epoch: 13, iters: 10708, time: 0.305, data: 0.019) G_GAN: 4.030 G_L1: 4.515 D_real: 0.086 D_fake: 0.044 +(epoch: 13, iters: 10808, time: 0.303, data: 0.018) G_GAN: 5.186 G_L1: 3.918 D_real: 0.047 D_fake: 0.178 +(epoch: 13, iters: 10908, time: 0.296, data: 0.021) G_GAN: 5.442 G_L1: 2.806 D_real: 0.189 D_fake: 0.028 +(epoch: 13, iters: 11008, time: 0.416, data: 0.020) G_GAN: 4.577 G_L1: 4.641 D_real: 0.054 D_fake: 0.314 +(epoch: 13, iters: 11108, time: 0.305, data: 0.021) G_GAN: 2.154 G_L1: 3.456 D_real: 0.488 D_fake: 0.139 +(epoch: 13, iters: 11208, time: 0.294, data: 0.019) G_GAN: 4.514 G_L1: 5.496 D_real: 0.045 D_fake: 0.053 +(epoch: 13, iters: 11308, time: 0.309, data: 0.022) G_GAN: 3.586 G_L1: 3.745 D_real: 0.286 D_fake: 0.080 +(epoch: 13, iters: 11408, time: 0.421, data: 0.017) G_GAN: 3.859 G_L1: 5.713 D_real: 0.810 D_fake: 0.010 +(epoch: 13, iters: 11508, time: 0.308, data: 0.019) G_GAN: 3.558 G_L1: 3.512 D_real: 0.113 D_fake: 0.156 +(epoch: 13, iters: 11608, time: 0.302, data: 0.016) G_GAN: 5.276 G_L1: 4.442 D_real: 0.032 D_fake: 0.044 +(epoch: 13, iters: 11708, time: 0.298, data: 0.018) G_GAN: 5.873 G_L1: 10.918 D_real: 0.018 D_fake: 0.250 +(epoch: 13, iters: 11808, time: 0.504, data: 0.016) G_GAN: 2.223 G_L1: 4.204 D_real: 0.446 D_fake: 0.086 +(epoch: 13, iters: 11908, time: 0.296, data: 0.019) G_GAN: 5.326 G_L1: 4.003 D_real: 0.110 D_fake: 0.028 +(epoch: 13, iters: 12008, time: 0.296, data: 0.016) G_GAN: 5.253 G_L1: 6.553 D_real: 0.003 D_fake: 0.094 +(epoch: 13, iters: 12108, time: 0.283, data: 0.017) G_GAN: 4.630 G_L1: 4.337 D_real: 0.008 D_fake: 0.074 +(epoch: 13, iters: 12208, time: 0.414, data: 0.018) G_GAN: 3.494 G_L1: 3.722 D_real: 0.918 D_fake: 0.061 +(epoch: 13, iters: 12308, time: 0.305, data: 0.018) G_GAN: 5.882 G_L1: 3.471 D_real: 0.004 D_fake: 1.800 +(epoch: 13, iters: 12408, time: 0.293, data: 0.018) G_GAN: 6.117 G_L1: 3.348 D_real: 0.736 D_fake: 0.006 +(epoch: 13, iters: 12508, time: 0.298, data: 0.015) G_GAN: 2.978 G_L1: 4.035 D_real: 0.257 D_fake: 0.136 +(epoch: 13, iters: 12608, time: 0.428, data: 0.016) G_GAN: 3.004 G_L1: 5.412 D_real: 0.331 D_fake: 0.041 +(epoch: 13, iters: 12708, time: 0.304, data: 0.018) G_GAN: 3.117 G_L1: 3.717 D_real: 0.153 D_fake: 0.105 +(epoch: 13, iters: 12808, time: 0.305, data: 0.019) G_GAN: 4.955 G_L1: 3.394 D_real: 0.091 D_fake: 0.109 +(epoch: 13, iters: 12908, time: 0.304, data: 0.019) G_GAN: 4.166 G_L1: 4.508 D_real: 0.126 D_fake: 0.397 +(epoch: 13, iters: 13008, time: 0.404, data: 0.019) G_GAN: 2.812 G_L1: 3.573 D_real: 0.133 D_fake: 0.326 +(epoch: 13, iters: 13108, time: 0.293, data: 0.018) G_GAN: 4.485 G_L1: 4.493 D_real: 0.012 D_fake: 0.039 +(epoch: 13, iters: 13208, time: 0.293, data: 0.017) G_GAN: 4.206 G_L1: 4.064 D_real: 0.227 D_fake: 0.107 +(epoch: 13, iters: 13308, time: 0.312, data: 0.016) G_GAN: 4.686 G_L1: 4.738 D_real: 0.014 D_fake: 0.306 +(epoch: 13, iters: 13408, time: 0.384, data: 0.016) G_GAN: 4.722 G_L1: 4.365 D_real: 0.083 D_fake: 0.022 +(epoch: 13, iters: 13508, time: 0.298, data: 0.018) G_GAN: 3.125 G_L1: 3.860 D_real: 0.137 D_fake: 0.125 +(epoch: 13, iters: 13608, time: 0.297, data: 0.017) G_GAN: 3.587 G_L1: 3.263 D_real: 0.362 D_fake: 0.037 +(epoch: 13, iters: 13708, time: 0.295, data: 0.018) G_GAN: 3.906 G_L1: 4.281 D_real: 0.100 D_fake: 0.038 +(epoch: 13, iters: 13808, time: 0.539, data: 0.018) G_GAN: 6.873 G_L1: 3.948 D_real: 0.006 D_fake: 0.642 +(epoch: 13, iters: 13908, time: 0.302, data: 0.018) G_GAN: 4.072 G_L1: 4.931 D_real: 0.113 D_fake: 0.131 +(epoch: 13, iters: 14008, time: 0.293, data: 0.017) G_GAN: 4.918 G_L1: 5.984 D_real: 0.081 D_fake: 0.098 +(epoch: 13, iters: 14108, time: 0.298, data: 0.016) G_GAN: 4.439 G_L1: 3.915 D_real: 0.369 D_fake: 0.038 +(epoch: 13, iters: 14208, time: 0.391, data: 0.019) G_GAN: 6.282 G_L1: 7.354 D_real: 0.005 D_fake: 0.116 +(epoch: 13, iters: 14308, time: 0.307, data: 0.018) G_GAN: 2.067 G_L1: 2.777 D_real: 1.564 D_fake: 0.122 +(epoch: 13, iters: 14408, time: 0.297, data: 0.017) G_GAN: 4.156 G_L1: 5.746 D_real: 0.035 D_fake: 0.134 +(epoch: 13, iters: 14508, time: 0.304, data: 0.018) G_GAN: 3.533 G_L1: 3.803 D_real: 0.121 D_fake: 0.129 +(epoch: 13, iters: 14608, time: 0.426, data: 0.016) G_GAN: 4.184 G_L1: 3.645 D_real: 0.009 D_fake: 0.073 +(epoch: 13, iters: 14708, time: 0.302, data: 0.019) G_GAN: 3.432 G_L1: 3.382 D_real: 0.341 D_fake: 0.035 +(epoch: 13, iters: 14808, time: 0.301, data: 0.017) G_GAN: 5.062 G_L1: 4.403 D_real: 0.033 D_fake: 0.072 +(epoch: 13, iters: 14908, time: 0.301, data: 0.018) G_GAN: 3.002 G_L1: 2.784 D_real: 0.120 D_fake: 0.278 +(epoch: 13, iters: 15008, time: 0.410, data: 0.018) G_GAN: 2.624 G_L1: 3.294 D_real: 0.113 D_fake: 0.295 +(epoch: 13, iters: 15108, time: 0.304, data: 0.018) G_GAN: 2.837 G_L1: 4.720 D_real: 0.005 D_fake: 0.244 +(epoch: 13, iters: 15208, time: 0.304, data: 0.018) G_GAN: 3.800 G_L1: 3.213 D_real: 0.140 D_fake: 0.214 +(epoch: 13, iters: 15308, time: 0.299, data: 0.018) G_GAN: 4.462 G_L1: 4.129 D_real: 0.060 D_fake: 0.042 +(epoch: 13, iters: 15408, time: 0.420, data: 0.025) G_GAN: 2.912 G_L1: 3.977 D_real: 0.015 D_fake: 0.191 +(epoch: 13, iters: 15508, time: 0.301, data: 0.019) G_GAN: 3.774 G_L1: 4.437 D_real: 0.074 D_fake: 0.117 +(epoch: 13, iters: 15608, time: 0.301, data: 0.016) G_GAN: 3.334 G_L1: 2.352 D_real: 0.100 D_fake: 0.729 +(epoch: 13, iters: 15708, time: 0.296, data: 0.017) G_GAN: 4.690 G_L1: 3.140 D_real: 0.052 D_fake: 0.289 +(epoch: 13, iters: 15808, time: 0.511, data: 0.016) G_GAN: 4.943 G_L1: 2.954 D_real: 0.206 D_fake: 0.128 +(epoch: 13, iters: 15908, time: 0.307, data: 0.023) G_GAN: 5.007 G_L1: 3.540 D_real: 0.169 D_fake: 0.028 +(epoch: 13, iters: 16008, time: 0.297, data: 0.016) G_GAN: 3.973 G_L1: 3.151 D_real: 0.051 D_fake: 0.305 +(epoch: 13, iters: 16108, time: 0.303, data: 0.019) G_GAN: 4.933 G_L1: 5.325 D_real: 0.242 D_fake: 0.030 +(epoch: 13, iters: 16208, time: 0.413, data: 0.017) G_GAN: 3.789 G_L1: 3.774 D_real: 0.089 D_fake: 0.039 +(epoch: 13, iters: 16308, time: 0.307, data: 0.018) G_GAN: 4.326 G_L1: 4.699 D_real: 0.141 D_fake: 0.066 +(epoch: 13, iters: 16408, time: 0.302, data: 0.017) G_GAN: 5.320 G_L1: 3.744 D_real: 0.024 D_fake: 0.282 +(epoch: 13, iters: 16508, time: 0.303, data: 0.016) G_GAN: 3.203 G_L1: 9.948 D_real: 0.158 D_fake: 0.281 +(epoch: 13, iters: 16608, time: 0.410, data: 0.017) G_GAN: 4.085 G_L1: 4.277 D_real: 0.106 D_fake: 0.186 +(epoch: 13, iters: 16708, time: 0.302, data: 0.019) G_GAN: 3.704 G_L1: 5.934 D_real: 0.107 D_fake: 0.118 +(epoch: 13, iters: 16808, time: 0.305, data: 0.017) G_GAN: 4.064 G_L1: 4.859 D_real: 0.004 D_fake: 0.128 +(epoch: 13, iters: 16908, time: 0.307, data: 0.017) G_GAN: 4.453 G_L1: 5.573 D_real: 0.853 D_fake: 0.006 +(epoch: 13, iters: 17008, time: 0.396, data: 0.017) G_GAN: 3.176 G_L1: 2.724 D_real: 0.131 D_fake: 0.198 +(epoch: 13, iters: 17108, time: 0.304, data: 0.018) G_GAN: 3.079 G_L1: 3.919 D_real: 0.364 D_fake: 0.086 +(epoch: 13, iters: 17208, time: 0.303, data: 0.017) G_GAN: 2.997 G_L1: 2.841 D_real: 0.440 D_fake: 0.146 +(epoch: 13, iters: 17308, time: 0.301, data: 0.017) G_GAN: 3.327 G_L1: 3.510 D_real: 0.705 D_fake: 0.029 +(epoch: 13, iters: 17408, time: 0.417, data: 0.021) G_GAN: 1.761 G_L1: 3.544 D_real: 0.831 D_fake: 0.113 +(epoch: 13, iters: 17508, time: 0.299, data: 0.019) G_GAN: 4.275 G_L1: 3.444 D_real: 0.013 D_fake: 0.802 +(epoch: 13, iters: 17608, time: 0.300, data: 0.017) G_GAN: 4.253 G_L1: 3.685 D_real: 0.056 D_fake: 0.087 +(epoch: 13, iters: 17708, time: 0.287, data: 0.021) G_GAN: 6.043 G_L1: 4.871 D_real: 0.133 D_fake: 0.368 +(epoch: 13, iters: 17808, time: 0.580, data: 0.016) G_GAN: 5.019 G_L1: 8.101 D_real: 0.068 D_fake: 0.102 +(epoch: 13, iters: 17908, time: 0.303, data: 0.019) G_GAN: 3.411 G_L1: 3.148 D_real: 0.728 D_fake: 0.027 +(epoch: 13, iters: 18008, time: 0.295, data: 0.018) G_GAN: 4.624 G_L1: 5.893 D_real: 0.009 D_fake: 0.013 +(epoch: 13, iters: 18108, time: 0.297, data: 0.016) G_GAN: 3.523 G_L1: 3.685 D_real: 0.345 D_fake: 0.265 +(epoch: 13, iters: 18208, time: 0.422, data: 0.016) G_GAN: 1.580 G_L1: 3.460 D_real: 1.734 D_fake: 0.068 +(epoch: 13, iters: 18308, time: 0.305, data: 0.019) G_GAN: 5.080 G_L1: 6.234 D_real: 0.367 D_fake: 0.757 +(epoch: 13, iters: 18408, time: 0.294, data: 0.016) G_GAN: 5.004 G_L1: 5.390 D_real: 0.038 D_fake: 0.740 +(epoch: 13, iters: 18508, time: 0.298, data: 0.015) G_GAN: 2.553 G_L1: 3.855 D_real: 0.255 D_fake: 0.237 +(epoch: 13, iters: 18608, time: 0.408, data: 0.017) G_GAN: 3.006 G_L1: 3.445 D_real: 0.048 D_fake: 0.361 +(epoch: 13, iters: 18708, time: 0.304, data: 0.019) G_GAN: 4.295 G_L1: 4.397 D_real: 0.001 D_fake: 0.057 +(epoch: 13, iters: 18808, time: 0.306, data: 0.017) G_GAN: 4.295 G_L1: 5.226 D_real: 0.010 D_fake: 0.239 +(epoch: 13, iters: 18908, time: 0.289, data: 0.017) G_GAN: 4.992 G_L1: 4.921 D_real: 0.031 D_fake: 0.041 +(epoch: 13, iters: 19008, time: 0.415, data: 0.017) G_GAN: 3.813 G_L1: 3.403 D_real: 0.420 D_fake: 0.035 +(epoch: 13, iters: 19108, time: 0.294, data: 0.019) G_GAN: 2.800 G_L1: 3.111 D_real: 0.094 D_fake: 0.466 +(epoch: 13, iters: 19208, time: 0.305, data: 0.017) G_GAN: 2.594 G_L1: 3.759 D_real: 0.030 D_fake: 0.306 +(epoch: 13, iters: 19308, time: 0.305, data: 0.018) G_GAN: 3.525 G_L1: 2.572 D_real: 0.146 D_fake: 0.176 +(epoch: 13, iters: 19408, time: 0.411, data: 0.017) G_GAN: 4.035 G_L1: 3.319 D_real: 0.173 D_fake: 0.259 +(epoch: 13, iters: 19508, time: 0.303, data: 0.019) G_GAN: 3.720 G_L1: 3.043 D_real: 0.177 D_fake: 0.223 +(epoch: 13, iters: 19608, time: 0.300, data: 0.018) G_GAN: 2.038 G_L1: 4.007 D_real: 0.623 D_fake: 0.093 +(epoch: 13, iters: 19708, time: 0.304, data: 0.019) G_GAN: 5.182 G_L1: 4.054 D_real: 0.291 D_fake: 0.030 +(epoch: 13, iters: 19808, time: 0.537, data: 0.020) G_GAN: 2.412 G_L1: 3.622 D_real: 0.562 D_fake: 0.155 +(epoch: 13, iters: 19908, time: 0.302, data: 0.019) G_GAN: 4.707 G_L1: 8.655 D_real: 0.087 D_fake: 0.129 +(epoch: 13, iters: 20008, time: 0.306, data: 0.019) G_GAN: 3.173 G_L1: 4.086 D_real: 0.209 D_fake: 0.377 +(epoch: 13, iters: 20108, time: 0.305, data: 0.020) G_GAN: 4.641 G_L1: 4.244 D_real: 0.259 D_fake: 0.028 +(epoch: 13, iters: 20208, time: 0.396, data: 0.020) G_GAN: 4.070 G_L1: 3.461 D_real: 0.105 D_fake: 0.264 +(epoch: 13, iters: 20308, time: 0.282, data: 0.022) G_GAN: 3.146 G_L1: 3.542 D_real: 0.101 D_fake: 0.155 +(epoch: 13, iters: 20408, time: 0.307, data: 0.017) G_GAN: 3.893 G_L1: 4.539 D_real: 0.116 D_fake: 0.043 +(epoch: 13, iters: 20508, time: 0.294, data: 0.018) G_GAN: 4.081 G_L1: 5.563 D_real: 0.092 D_fake: 0.461 +(epoch: 13, iters: 20608, time: 0.406, data: 0.017) G_GAN: 1.522 G_L1: 3.721 D_real: 0.562 D_fake: 0.206 +(epoch: 13, iters: 20708, time: 0.306, data: 0.018) G_GAN: 3.908 G_L1: 2.843 D_real: 0.123 D_fake: 0.281 +(epoch: 13, iters: 20808, time: 0.306, data: 0.017) G_GAN: 4.734 G_L1: 4.360 D_real: 0.048 D_fake: 0.033 +(epoch: 13, iters: 20908, time: 0.294, data: 0.018) G_GAN: 3.618 G_L1: 3.457 D_real: 0.591 D_fake: 0.042 +(epoch: 13, iters: 21008, time: 0.396, data: 0.017) G_GAN: 2.887 G_L1: 6.481 D_real: 0.094 D_fake: 0.203 +(epoch: 13, iters: 21108, time: 0.302, data: 0.021) G_GAN: 3.581 G_L1: 3.916 D_real: 0.073 D_fake: 0.235 +(epoch: 13, iters: 21208, time: 0.306, data: 0.022) G_GAN: 3.207 G_L1: 5.260 D_real: 0.047 D_fake: 0.082 +(epoch: 13, iters: 21308, time: 0.304, data: 0.017) G_GAN: 2.370 G_L1: 2.876 D_real: 1.288 D_fake: 0.026 +(epoch: 13, iters: 21408, time: 0.390, data: 0.018) G_GAN: 3.676 G_L1: 3.440 D_real: 0.305 D_fake: 0.194 +(epoch: 13, iters: 21508, time: 0.309, data: 0.019) G_GAN: 4.056 G_L1: 3.582 D_real: 0.100 D_fake: 0.190 +(epoch: 13, iters: 21608, time: 0.302, data: 0.018) G_GAN: 5.589 G_L1: 8.271 D_real: 0.273 D_fake: 0.019 +(epoch: 13, iters: 21708, time: 0.307, data: 0.017) G_GAN: 5.056 G_L1: 10.653 D_real: 0.065 D_fake: 0.069 +(epoch: 13, iters: 21808, time: 0.557, data: 0.018) G_GAN: 4.180 G_L1: 4.028 D_real: 0.019 D_fake: 0.106 +(epoch: 13, iters: 21908, time: 0.296, data: 0.018) G_GAN: 3.494 G_L1: 3.748 D_real: 0.117 D_fake: 0.169 +(epoch: 13, iters: 22008, time: 0.307, data: 0.017) G_GAN: 3.072 G_L1: 4.260 D_real: 0.420 D_fake: 0.095 +(epoch: 13, iters: 22108, time: 0.301, data: 0.017) G_GAN: 3.709 G_L1: 5.744 D_real: 0.086 D_fake: 0.040 +(epoch: 13, iters: 22208, time: 0.420, data: 0.017) G_GAN: 4.572 G_L1: 8.487 D_real: 0.006 D_fake: 0.107 +(epoch: 13, iters: 22308, time: 0.298, data: 0.018) G_GAN: 4.864 G_L1: 3.381 D_real: 0.098 D_fake: 0.546 +(epoch: 13, iters: 22408, time: 0.299, data: 0.020) G_GAN: 6.266 G_L1: 4.752 D_real: 0.081 D_fake: 0.022 +(epoch: 13, iters: 22508, time: 0.306, data: 0.017) G_GAN: 2.878 G_L1: 3.437 D_real: 0.011 D_fake: 0.353 +(epoch: 13, iters: 22608, time: 0.380, data: 0.020) G_GAN: 2.262 G_L1: 6.317 D_real: 0.521 D_fake: 0.295 +(epoch: 13, iters: 22708, time: 0.300, data: 0.019) G_GAN: 1.592 G_L1: 3.672 D_real: 0.824 D_fake: 0.106 +(epoch: 13, iters: 22808, time: 0.307, data: 0.018) G_GAN: 5.235 G_L1: 4.180 D_real: 0.009 D_fake: 0.026 +(epoch: 13, iters: 22908, time: 0.306, data: 0.018) G_GAN: 4.271 G_L1: 6.350 D_real: 0.015 D_fake: 0.566 +(epoch: 13, iters: 23008, time: 0.414, data: 0.017) G_GAN: 2.935 G_L1: 2.969 D_real: 0.398 D_fake: 0.089 +(epoch: 13, iters: 23108, time: 0.289, data: 0.019) G_GAN: 4.086 G_L1: 6.658 D_real: 0.229 D_fake: 0.487 +(epoch: 13, iters: 23208, time: 0.293, data: 0.017) G_GAN: 5.275 G_L1: 6.988 D_real: 0.002 D_fake: 0.305 +(epoch: 13, iters: 23308, time: 0.295, data: 0.018) G_GAN: 8.221 G_L1: 8.296 D_real: 0.003 D_fake: 0.032 +(epoch: 13, iters: 23408, time: 0.411, data: 0.021) G_GAN: 4.243 G_L1: 6.908 D_real: 0.086 D_fake: 0.148 +(epoch: 13, iters: 23508, time: 0.303, data: 0.019) G_GAN: 4.904 G_L1: 3.670 D_real: 0.163 D_fake: 0.026 +(epoch: 13, iters: 23608, time: 0.301, data: 0.017) G_GAN: 4.141 G_L1: 3.834 D_real: 0.232 D_fake: 0.492 +(epoch: 13, iters: 23708, time: 0.299, data: 0.024) G_GAN: 4.495 G_L1: 3.817 D_real: 0.033 D_fake: 0.185 +(epoch: 13, iters: 23808, time: 0.542, data: 0.017) G_GAN: 4.525 G_L1: 4.123 D_real: 0.010 D_fake: 0.082 +(epoch: 13, iters: 23908, time: 0.300, data: 0.019) G_GAN: 5.163 G_L1: 3.499 D_real: 0.029 D_fake: 0.036 +(epoch: 13, iters: 24008, time: 0.306, data: 0.016) G_GAN: 2.446 G_L1: 2.665 D_real: 0.389 D_fake: 0.089 +(epoch: 13, iters: 24108, time: 0.297, data: 0.018) G_GAN: 5.665 G_L1: 4.653 D_real: 0.011 D_fake: 0.029 +(epoch: 13, iters: 24208, time: 0.411, data: 0.017) G_GAN: 5.721 G_L1: 4.090 D_real: 0.001 D_fake: 0.022 +(epoch: 13, iters: 24308, time: 0.304, data: 0.023) G_GAN: 6.812 G_L1: 4.273 D_real: 0.007 D_fake: 0.008 +(epoch: 13, iters: 24408, time: 0.302, data: 0.024) G_GAN: 9.217 G_L1: 4.314 D_real: 0.038 D_fake: 0.006 +(epoch: 13, iters: 24508, time: 0.303, data: 0.017) G_GAN: 6.545 G_L1: 5.129 D_real: 0.001 D_fake: 0.586 +(epoch: 13, iters: 24608, time: 0.396, data: 0.017) G_GAN: 3.160 G_L1: 4.425 D_real: 0.236 D_fake: 0.295 +(epoch: 13, iters: 24708, time: 0.297, data: 0.018) G_GAN: 3.681 G_L1: 5.036 D_real: 0.007 D_fake: 0.354 +(epoch: 13, iters: 24808, time: 0.306, data: 0.017) G_GAN: 3.571 G_L1: 2.713 D_real: 0.005 D_fake: 0.463 +(epoch: 13, iters: 24908, time: 0.305, data: 0.020) G_GAN: 3.049 G_L1: 5.401 D_real: 0.009 D_fake: 0.696 +(epoch: 13, iters: 25008, time: 0.425, data: 0.018) G_GAN: 4.285 G_L1: 4.320 D_real: 0.002 D_fake: 0.896 +(epoch: 13, iters: 25108, time: 0.299, data: 0.019) G_GAN: 3.125 G_L1: 5.472 D_real: 0.009 D_fake: 0.080 +(epoch: 13, iters: 25208, time: 0.300, data: 0.017) G_GAN: 2.265 G_L1: 4.319 D_real: 0.013 D_fake: 0.565 +(epoch: 13, iters: 25308, time: 0.300, data: 0.017) G_GAN: 3.138 G_L1: 3.825 D_real: 0.019 D_fake: 0.204 +(epoch: 13, iters: 25408, time: 0.413, data: 0.018) G_GAN: 3.360 G_L1: 4.848 D_real: 0.182 D_fake: 0.015 +(epoch: 13, iters: 25508, time: 0.301, data: 0.018) G_GAN: 2.485 G_L1: 4.250 D_real: 0.039 D_fake: 0.594 +(epoch: 13, iters: 25608, time: 0.302, data: 0.017) G_GAN: 3.279 G_L1: 4.055 D_real: 0.014 D_fake: 0.358 +(epoch: 13, iters: 25708, time: 0.296, data: 0.017) G_GAN: 1.951 G_L1: 9.027 D_real: 0.098 D_fake: 0.642 +(epoch: 13, iters: 25808, time: 0.551, data: 0.016) G_GAN: 2.564 G_L1: 3.351 D_real: 0.011 D_fake: 0.469 +(epoch: 13, iters: 25908, time: 0.294, data: 0.017) G_GAN: 3.066 G_L1: 5.184 D_real: 0.055 D_fake: 0.090 +(epoch: 13, iters: 26008, time: 0.304, data: 0.019) G_GAN: 3.305 G_L1: 4.731 D_real: 0.003 D_fake: 0.499 +(epoch: 13, iters: 26108, time: 0.291, data: 0.021) G_GAN: 3.010 G_L1: 4.891 D_real: 0.001 D_fake: 0.278 +(epoch: 13, iters: 26208, time: 0.410, data: 0.016) G_GAN: 3.814 G_L1: 6.384 D_real: 0.007 D_fake: 0.508 +(epoch: 13, iters: 26308, time: 0.298, data: 0.018) G_GAN: 3.782 G_L1: 4.640 D_real: 0.019 D_fake: 0.535 +(epoch: 13, iters: 26408, time: 0.303, data: 0.020) G_GAN: 3.540 G_L1: 3.355 D_real: 0.033 D_fake: 0.088 +(epoch: 13, iters: 26508, time: 0.301, data: 0.018) G_GAN: 2.699 G_L1: 5.769 D_real: 0.001 D_fake: 1.063 +(epoch: 13, iters: 26608, time: 0.415, data: 0.036) G_GAN: 1.579 G_L1: 4.533 D_real: 0.001 D_fake: 0.312 +(epoch: 13, iters: 26708, time: 0.291, data: 0.018) G_GAN: 3.085 G_L1: 5.461 D_real: 0.029 D_fake: 1.477 +(epoch: 13, iters: 26808, time: 0.299, data: 0.016) G_GAN: 3.403 G_L1: 3.879 D_real: 0.002 D_fake: 0.180 +(epoch: 13, iters: 26908, time: 0.294, data: 0.017) G_GAN: 2.612 G_L1: 3.192 D_real: 0.013 D_fake: 0.510 +(epoch: 13, iters: 27008, time: 0.414, data: 0.016) G_GAN: 2.694 G_L1: 5.142 D_real: 0.007 D_fake: 0.171 +(epoch: 13, iters: 27108, time: 0.300, data: 0.019) G_GAN: 2.982 G_L1: 3.641 D_real: 0.001 D_fake: 0.562 +(epoch: 13, iters: 27208, time: 0.295, data: 0.020) G_GAN: 2.747 G_L1: 4.760 D_real: 0.070 D_fake: 0.121 +(epoch: 13, iters: 27308, time: 0.302, data: 0.015) G_GAN: 2.254 G_L1: 5.669 D_real: 0.018 D_fake: 0.841 +(epoch: 13, iters: 27408, time: 0.385, data: 0.017) G_GAN: 1.700 G_L1: 4.461 D_real: 0.039 D_fake: 0.337 +(epoch: 13, iters: 27508, time: 0.303, data: 0.018) G_GAN: 2.135 G_L1: 2.714 D_real: 0.128 D_fake: 0.387 +(epoch: 13, iters: 27608, time: 0.301, data: 0.017) G_GAN: 2.147 G_L1: 4.460 D_real: 0.240 D_fake: 0.476 +(epoch: 13, iters: 27708, time: 0.299, data: 0.017) G_GAN: 1.788 G_L1: 3.452 D_real: 0.523 D_fake: 0.251 +(epoch: 13, iters: 27808, time: 0.544, data: 0.020) G_GAN: 2.750 G_L1: 4.191 D_real: 0.003 D_fake: 0.707 +(epoch: 13, iters: 27908, time: 0.290, data: 0.018) G_GAN: 2.936 G_L1: 4.803 D_real: 0.016 D_fake: 0.812 +(epoch: 13, iters: 28008, time: 0.303, data: 0.016) G_GAN: 2.174 G_L1: 4.826 D_real: 0.017 D_fake: 0.345 +(epoch: 13, iters: 28108, time: 0.300, data: 0.017) G_GAN: 2.644 G_L1: 5.731 D_real: 0.122 D_fake: 1.078 +(epoch: 13, iters: 28208, time: 0.413, data: 0.016) G_GAN: 2.407 G_L1: 4.959 D_real: 0.020 D_fake: 0.323 +(epoch: 13, iters: 28308, time: 0.297, data: 0.018) G_GAN: 1.426 G_L1: 5.257 D_real: 0.056 D_fake: 0.508 +(epoch: 13, iters: 28408, time: 0.293, data: 0.019) G_GAN: 2.407 G_L1: 5.732 D_real: 0.005 D_fake: 0.599 +(epoch: 13, iters: 28508, time: 0.289, data: 0.016) G_GAN: 2.790 G_L1: 3.775 D_real: 0.045 D_fake: 0.958 +(epoch: 13, iters: 28608, time: 0.386, data: 0.016) G_GAN: 2.205 G_L1: 5.288 D_real: 0.001 D_fake: 1.346 +(epoch: 13, iters: 28708, time: 0.291, data: 0.016) G_GAN: 2.859 G_L1: 6.598 D_real: 0.008 D_fake: 0.457 +(epoch: 13, iters: 28808, time: 0.297, data: 0.017) G_GAN: 2.523 G_L1: 8.508 D_real: 0.050 D_fake: 0.731 +(epoch: 13, iters: 28908, time: 0.289, data: 0.017) G_GAN: 2.472 G_L1: 6.807 D_real: 0.024 D_fake: 0.351 +(epoch: 13, iters: 29008, time: 0.405, data: 0.016) G_GAN: 1.661 G_L1: 3.411 D_real: 0.060 D_fake: 0.736 +(epoch: 13, iters: 29108, time: 0.296, data: 0.018) G_GAN: 3.084 G_L1: 5.012 D_real: 0.036 D_fake: 0.155 +(epoch: 13, iters: 29208, time: 0.300, data: 0.015) G_GAN: 4.579 G_L1: 3.514 D_real: 0.268 D_fake: 0.637 +(epoch: 13, iters: 29308, time: 0.300, data: 0.017) G_GAN: 2.757 G_L1: 4.371 D_real: 0.015 D_fake: 0.349 +(epoch: 13, iters: 29408, time: 0.419, data: 0.017) G_GAN: 2.215 G_L1: 5.693 D_real: 0.049 D_fake: 0.403 +(epoch: 13, iters: 29508, time: 0.303, data: 0.018) G_GAN: 2.404 G_L1: 3.020 D_real: 0.066 D_fake: 0.155 +(epoch: 13, iters: 29608, time: 0.302, data: 0.017) G_GAN: 2.030 G_L1: 5.812 D_real: 0.004 D_fake: 0.384 +(epoch: 13, iters: 29708, time: 0.303, data: 0.016) G_GAN: 1.917 G_L1: 2.925 D_real: 0.213 D_fake: 0.769 +(epoch: 13, iters: 29808, time: 0.469, data: 0.017) G_GAN: 2.681 G_L1: 3.191 D_real: 0.018 D_fake: 0.274 +(epoch: 13, iters: 29908, time: 0.289, data: 0.018) G_GAN: 2.420 G_L1: 4.557 D_real: 0.012 D_fake: 0.429 +(epoch: 13, iters: 30008, time: 0.296, data: 0.016) G_GAN: 3.372 G_L1: 6.818 D_real: 0.142 D_fake: 0.063 +(epoch: 13, iters: 30108, time: 0.300, data: 0.017) G_GAN: 2.154 G_L1: 3.369 D_real: 0.087 D_fake: 0.223 +(epoch: 13, iters: 30208, time: 0.430, data: 0.021) G_GAN: 2.039 G_L1: 5.276 D_real: 0.027 D_fake: 0.167 +(epoch: 13, iters: 30308, time: 0.295, data: 0.025) G_GAN: 1.526 G_L1: 4.217 D_real: 0.003 D_fake: 0.245 +(epoch: 13, iters: 30408, time: 0.296, data: 0.018) G_GAN: 2.657 G_L1: 4.519 D_real: 0.072 D_fake: 0.794 +(epoch: 13, iters: 30508, time: 0.305, data: 0.017) G_GAN: 0.976 G_L1: 4.111 D_real: 0.005 D_fake: 0.239 +(epoch: 13, iters: 30608, time: 0.408, data: 0.018) G_GAN: 2.420 G_L1: 5.626 D_real: 0.005 D_fake: 0.718 +(epoch: 13, iters: 30708, time: 0.296, data: 0.017) G_GAN: 1.955 G_L1: 4.427 D_real: 0.519 D_fake: 0.321 +(epoch: 13, iters: 30808, time: 0.286, data: 0.016) G_GAN: 2.120 G_L1: 3.683 D_real: 0.034 D_fake: 0.732 +(epoch: 13, iters: 30908, time: 0.293, data: 0.018) G_GAN: 1.768 G_L1: 3.695 D_real: 0.075 D_fake: 0.417 +(epoch: 13, iters: 31008, time: 0.378, data: 0.017) G_GAN: 2.110 G_L1: 2.701 D_real: 0.010 D_fake: 0.295 +(epoch: 13, iters: 31108, time: 0.301, data: 0.020) G_GAN: 2.039 G_L1: 4.601 D_real: 0.080 D_fake: 0.178 +(epoch: 13, iters: 31208, time: 0.306, data: 0.017) G_GAN: 2.182 G_L1: 3.630 D_real: 0.035 D_fake: 0.564 +(epoch: 13, iters: 31308, time: 0.294, data: 0.018) G_GAN: 2.267 G_L1: 3.788 D_real: 0.030 D_fake: 0.248 +(epoch: 13, iters: 31408, time: 0.417, data: 0.017) G_GAN: 2.628 G_L1: 5.647 D_real: 0.003 D_fake: 0.346 +(epoch: 13, iters: 31508, time: 0.295, data: 0.018) G_GAN: 3.800 G_L1: 4.832 D_real: 0.056 D_fake: 0.715 +(epoch: 13, iters: 31608, time: 0.299, data: 0.017) G_GAN: 1.187 G_L1: 4.039 D_real: 0.013 D_fake: 1.091 +(epoch: 13, iters: 31708, time: 0.295, data: 0.017) G_GAN: 1.782 G_L1: 4.195 D_real: 0.038 D_fake: 0.339 +(epoch: 13, iters: 31808, time: 0.570, data: 0.017) G_GAN: 2.710 G_L1: 5.499 D_real: 0.130 D_fake: 0.327 +(epoch: 13, iters: 31908, time: 0.304, data: 0.020) G_GAN: 2.419 G_L1: 13.209 D_real: 0.015 D_fake: 0.243 +(epoch: 13, iters: 32008, time: 0.297, data: 0.018) G_GAN: 1.972 G_L1: 3.579 D_real: 0.002 D_fake: 0.579 +(epoch: 13, iters: 32108, time: 0.296, data: 0.016) G_GAN: 2.475 G_L1: 5.813 D_real: 0.060 D_fake: 1.144 +(epoch: 13, iters: 32208, time: 0.405, data: 0.017) G_GAN: 2.131 G_L1: 3.417 D_real: 0.009 D_fake: 0.537 +(epoch: 13, iters: 32308, time: 0.281, data: 0.017) G_GAN: 3.928 G_L1: 4.086 D_real: 0.114 D_fake: 2.457 +(epoch: 13, iters: 32408, time: 0.298, data: 0.015) G_GAN: 1.520 G_L1: 5.437 D_real: 0.155 D_fake: 0.263 +(epoch: 13, iters: 32508, time: 0.301, data: 0.018) G_GAN: 2.019 G_L1: 4.996 D_real: 0.012 D_fake: 0.344 +(epoch: 13, iters: 32608, time: 0.398, data: 0.018) G_GAN: 1.398 G_L1: 3.168 D_real: 0.038 D_fake: 0.701 +(epoch: 13, iters: 32708, time: 0.299, data: 0.019) G_GAN: 1.913 G_L1: 3.870 D_real: 0.007 D_fake: 0.609 +(epoch: 13, iters: 32808, time: 0.280, data: 0.020) G_GAN: 2.218 G_L1: 10.329 D_real: 0.380 D_fake: 0.574 +(epoch: 13, iters: 32908, time: 0.302, data: 0.017) G_GAN: 1.764 G_L1: 4.824 D_real: 0.017 D_fake: 0.492 +(epoch: 13, iters: 33008, time: 0.386, data: 0.018) G_GAN: 1.871 G_L1: 3.729 D_real: 0.165 D_fake: 0.257 +(epoch: 13, iters: 33108, time: 0.301, data: 0.019) G_GAN: 1.707 G_L1: 4.826 D_real: 0.018 D_fake: 0.937 +(epoch: 13, iters: 33208, time: 0.291, data: 0.018) G_GAN: 1.799 G_L1: 3.754 D_real: 0.007 D_fake: 0.333 +(epoch: 13, iters: 33308, time: 0.296, data: 0.018) G_GAN: 2.273 G_L1: 2.615 D_real: 0.035 D_fake: 1.032 +(epoch: 13, iters: 33408, time: 0.424, data: 0.019) G_GAN: 1.924 G_L1: 3.002 D_real: 0.102 D_fake: 0.598 +(epoch: 13, iters: 33508, time: 0.290, data: 0.020) G_GAN: 1.593 G_L1: 3.452 D_real: 0.093 D_fake: 0.474 +(epoch: 13, iters: 33608, time: 0.301, data: 0.018) G_GAN: 2.477 G_L1: 2.485 D_real: 0.077 D_fake: 0.225 +(epoch: 13, iters: 33708, time: 0.305, data: 0.018) G_GAN: 1.948 G_L1: 3.648 D_real: 0.052 D_fake: 0.331 +(epoch: 13, iters: 33808, time: 0.489, data: 0.018) G_GAN: 1.145 G_L1: 4.152 D_real: 0.283 D_fake: 0.331 +(epoch: 13, iters: 33908, time: 0.300, data: 0.019) G_GAN: 1.782 G_L1: 2.579 D_real: 0.516 D_fake: 0.294 +(epoch: 13, iters: 34008, time: 0.303, data: 0.018) G_GAN: 2.254 G_L1: 3.908 D_real: 0.036 D_fake: 0.195 +(epoch: 13, iters: 34108, time: 0.281, data: 0.021) G_GAN: 1.810 G_L1: 4.242 D_real: 0.187 D_fake: 0.335 +(epoch: 13, iters: 34208, time: 0.418, data: 0.017) G_GAN: 1.695 G_L1: 3.230 D_real: 0.373 D_fake: 0.396 +(epoch: 13, iters: 34308, time: 0.295, data: 0.023) G_GAN: 2.225 G_L1: 4.645 D_real: 0.052 D_fake: 0.690 +(epoch: 13, iters: 34408, time: 0.310, data: 0.016) G_GAN: 2.502 G_L1: 8.821 D_real: 0.171 D_fake: 0.361 +(epoch: 13, iters: 34508, time: 0.292, data: 0.018) G_GAN: 1.518 G_L1: 4.567 D_real: 0.174 D_fake: 0.639 +(epoch: 13, iters: 34608, time: 0.433, data: 0.030) G_GAN: 2.515 G_L1: 5.728 D_real: 0.191 D_fake: 0.164 +(epoch: 13, iters: 34708, time: 0.298, data: 0.020) G_GAN: 2.425 G_L1: 9.848 D_real: 0.159 D_fake: 0.514 +(epoch: 13, iters: 34808, time: 0.303, data: 0.020) G_GAN: 1.884 G_L1: 4.487 D_real: 0.015 D_fake: 0.962 +(epoch: 13, iters: 34908, time: 0.306, data: 0.020) G_GAN: 2.501 G_L1: 6.648 D_real: 0.086 D_fake: 1.449 +(epoch: 13, iters: 35008, time: 0.409, data: 0.018) G_GAN: 1.681 G_L1: 3.929 D_real: 0.048 D_fake: 0.208 +(epoch: 13, iters: 35108, time: 0.285, data: 0.019) G_GAN: 1.230 G_L1: 3.681 D_real: 0.007 D_fake: 0.685 +(epoch: 13, iters: 35208, time: 0.294, data: 0.018) G_GAN: 1.925 G_L1: 4.136 D_real: 0.010 D_fake: 0.407 +(epoch: 13, iters: 35308, time: 0.299, data: 0.016) G_GAN: 1.898 G_L1: 5.523 D_real: 0.015 D_fake: 0.359 +(epoch: 13, iters: 35408, time: 0.416, data: 0.019) G_GAN: 3.159 G_L1: 4.010 D_real: 0.002 D_fake: 0.643 +(epoch: 13, iters: 35508, time: 0.300, data: 0.018) G_GAN: 2.130 G_L1: 3.644 D_real: 0.007 D_fake: 0.384 +(epoch: 13, iters: 35608, time: 0.304, data: 0.020) G_GAN: 2.514 G_L1: 5.423 D_real: 0.082 D_fake: 0.441 +(epoch: 13, iters: 35708, time: 0.303, data: 0.017) G_GAN: 6.239 G_L1: 4.619 D_real: 0.001 D_fake: 0.072 +(epoch: 13, iters: 35808, time: 0.540, data: 0.017) G_GAN: 2.140 G_L1: 4.527 D_real: 0.321 D_fake: 0.310 +(epoch: 13, iters: 35908, time: 0.280, data: 0.018) G_GAN: 1.723 G_L1: 4.370 D_real: 0.027 D_fake: 0.418 +(epoch: 13, iters: 36008, time: 0.292, data: 0.014) G_GAN: 2.151 G_L1: 3.982 D_real: 0.003 D_fake: 1.154 +(epoch: 13, iters: 36108, time: 0.300, data: 0.022) G_GAN: 2.291 G_L1: 5.214 D_real: 0.057 D_fake: 0.348 +(epoch: 13, iters: 36208, time: 0.415, data: 0.015) G_GAN: 3.713 G_L1: 8.407 D_real: 0.015 D_fake: 0.072 +(epoch: 13, iters: 36308, time: 0.298, data: 0.019) G_GAN: 1.553 G_L1: 3.804 D_real: 0.007 D_fake: 0.354 +(epoch: 13, iters: 36408, time: 0.300, data: 0.016) G_GAN: 1.619 G_L1: 6.258 D_real: 0.007 D_fake: 0.671 +(epoch: 13, iters: 36508, time: 0.297, data: 0.019) G_GAN: 1.862 G_L1: 4.881 D_real: 0.171 D_fake: 0.699 +(epoch: 13, iters: 36608, time: 0.388, data: 0.017) G_GAN: 1.644 G_L1: 2.340 D_real: 0.503 D_fake: 0.179 +(epoch: 13, iters: 36708, time: 0.301, data: 0.018) G_GAN: 2.452 G_L1: 4.022 D_real: 0.019 D_fake: 0.378 +(epoch: 13, iters: 36808, time: 0.294, data: 0.018) G_GAN: 2.139 G_L1: 5.877 D_real: 0.002 D_fake: 0.720 +(epoch: 13, iters: 36908, time: 0.303, data: 0.018) G_GAN: 2.142 G_L1: 4.289 D_real: 0.021 D_fake: 0.425 +(epoch: 13, iters: 37008, time: 0.390, data: 0.017) G_GAN: 10.864 G_L1: 8.310 D_real: 0.006 D_fake: 0.916 +(epoch: 13, iters: 37108, time: 0.299, data: 0.017) G_GAN: 1.923 G_L1: 3.246 D_real: 0.182 D_fake: 0.452 +(epoch: 13, iters: 37208, time: 0.298, data: 0.017) G_GAN: 2.510 G_L1: 5.332 D_real: 0.340 D_fake: 0.206 +(epoch: 13, iters: 37308, time: 0.306, data: 0.019) G_GAN: 2.921 G_L1: 4.796 D_real: 0.065 D_fake: 0.110 +(epoch: 13, iters: 37408, time: 0.407, data: 0.016) G_GAN: 2.629 G_L1: 2.498 D_real: 0.084 D_fake: 0.399 +(epoch: 13, iters: 37508, time: 0.299, data: 0.018) G_GAN: 3.335 G_L1: 7.075 D_real: 0.004 D_fake: 0.095 +(epoch: 13, iters: 37608, time: 0.303, data: 0.017) G_GAN: 2.870 G_L1: 4.032 D_real: 0.156 D_fake: 0.314 +(epoch: 13, iters: 37708, time: 0.302, data: 0.020) G_GAN: 1.308 G_L1: 3.585 D_real: 0.015 D_fake: 0.301 +(epoch: 13, iters: 37808, time: 0.530, data: 0.017) G_GAN: 2.411 G_L1: 2.476 D_real: 0.024 D_fake: 0.937 +(epoch: 13, iters: 37908, time: 0.308, data: 0.019) G_GAN: 2.545 G_L1: 3.819 D_real: 0.084 D_fake: 0.167 +(epoch: 13, iters: 38008, time: 0.305, data: 0.017) G_GAN: 3.131 G_L1: 4.935 D_real: 0.004 D_fake: 0.312 +(epoch: 13, iters: 38108, time: 0.297, data: 0.020) G_GAN: 2.702 G_L1: 4.998 D_real: 0.133 D_fake: 0.189 +(epoch: 13, iters: 38208, time: 0.412, data: 0.017) G_GAN: 1.992 G_L1: 5.101 D_real: 0.023 D_fake: 0.249 +(epoch: 13, iters: 38308, time: 0.297, data: 0.020) G_GAN: 2.923 G_L1: 4.537 D_real: 0.055 D_fake: 0.719 +(epoch: 13, iters: 38408, time: 0.293, data: 0.017) G_GAN: 2.374 G_L1: 4.612 D_real: 0.013 D_fake: 0.191 +(epoch: 13, iters: 38508, time: 0.305, data: 0.018) G_GAN: 2.213 G_L1: 5.286 D_real: 0.075 D_fake: 0.746 +(epoch: 13, iters: 38608, time: 0.412, data: 0.021) G_GAN: 2.026 G_L1: 4.050 D_real: 0.005 D_fake: 0.638 +(epoch: 13, iters: 38708, time: 0.292, data: 0.018) G_GAN: 2.735 G_L1: 3.339 D_real: 0.009 D_fake: 0.609 +(epoch: 13, iters: 38808, time: 0.290, data: 0.017) G_GAN: 1.896 G_L1: 3.159 D_real: 0.049 D_fake: 0.806 +(epoch: 13, iters: 38908, time: 0.298, data: 0.020) G_GAN: 2.538 G_L1: 3.139 D_real: 0.005 D_fake: 0.444 +(epoch: 13, iters: 39008, time: 0.419, data: 0.017) G_GAN: 2.725 G_L1: 5.412 D_real: 0.000 D_fake: 0.806 +(epoch: 13, iters: 39108, time: 0.290, data: 0.021) G_GAN: 2.285 G_L1: 6.566 D_real: 0.009 D_fake: 0.342 +(epoch: 13, iters: 39208, time: 0.300, data: 0.016) G_GAN: 2.101 G_L1: 10.317 D_real: 0.013 D_fake: 0.595 +(epoch: 13, iters: 39308, time: 0.303, data: 0.022) G_GAN: 2.248 G_L1: 4.347 D_real: 0.347 D_fake: 0.582 +(epoch: 13, iters: 39408, time: 0.396, data: 0.018) G_GAN: 2.273 G_L1: 4.826 D_real: 0.101 D_fake: 0.466 +(epoch: 13, iters: 39508, time: 0.294, data: 0.017) G_GAN: 2.086 G_L1: 3.272 D_real: 0.013 D_fake: 0.567 +(epoch: 13, iters: 39608, time: 0.295, data: 0.018) G_GAN: 3.324 G_L1: 5.090 D_real: 0.002 D_fake: 0.152 +(epoch: 13, iters: 39708, time: 0.279, data: 0.020) G_GAN: 4.494 G_L1: 3.919 D_real: 0.327 D_fake: 0.901 +(epoch: 13, iters: 39808, time: 0.555, data: 0.021) G_GAN: 1.731 G_L1: 3.233 D_real: 0.108 D_fake: 0.371 +(epoch: 13, iters: 39908, time: 0.288, data: 0.022) G_GAN: 1.585 G_L1: 4.183 D_real: 0.075 D_fake: 0.711 +(epoch: 13, iters: 40008, time: 0.304, data: 0.016) G_GAN: 2.601 G_L1: 3.443 D_real: 0.033 D_fake: 0.379 +(epoch: 13, iters: 40108, time: 0.294, data: 0.018) G_GAN: 3.168 G_L1: 4.806 D_real: 0.189 D_fake: 0.071 +(epoch: 13, iters: 40208, time: 0.409, data: 0.024) G_GAN: 3.107 G_L1: 3.285 D_real: 0.096 D_fake: 0.302 +(epoch: 13, iters: 40308, time: 0.289, data: 0.018) G_GAN: 3.238 G_L1: 6.042 D_real: 0.028 D_fake: 0.059 +(epoch: 13, iters: 40408, time: 0.298, data: 0.015) G_GAN: 1.166 G_L1: 5.519 D_real: 0.030 D_fake: 0.582 +(epoch: 13, iters: 40508, time: 0.288, data: 0.017) G_GAN: 2.896 G_L1: 3.756 D_real: 0.089 D_fake: 0.775 +(epoch: 13, iters: 40608, time: 0.391, data: 0.015) G_GAN: 2.242 G_L1: 3.787 D_real: 0.059 D_fake: 0.639 +(epoch: 13, iters: 40708, time: 0.300, data: 0.018) G_GAN: 1.575 G_L1: 3.819 D_real: 0.008 D_fake: 0.128 +(epoch: 13, iters: 40808, time: 0.307, data: 0.016) G_GAN: 1.988 G_L1: 5.459 D_real: 0.021 D_fake: 0.764 +(epoch: 13, iters: 40908, time: 0.288, data: 0.018) G_GAN: 2.333 G_L1: 4.073 D_real: 0.084 D_fake: 0.453 +(epoch: 13, iters: 41008, time: 0.415, data: 0.021) G_GAN: 3.390 G_L1: 4.991 D_real: 0.001 D_fake: 0.236 +(epoch: 13, iters: 41108, time: 0.302, data: 0.019) G_GAN: 1.691 G_L1: 3.489 D_real: 0.059 D_fake: 1.225 +(epoch: 13, iters: 41208, time: 0.295, data: 0.017) G_GAN: 2.161 G_L1: 4.339 D_real: 0.037 D_fake: 0.845 +(epoch: 13, iters: 41308, time: 0.292, data: 0.017) G_GAN: 2.084 G_L1: 3.418 D_real: 0.018 D_fake: 0.484 +(epoch: 13, iters: 41408, time: 0.421, data: 0.016) G_GAN: 2.368 G_L1: 4.335 D_real: 0.002 D_fake: 0.495 +(epoch: 13, iters: 41508, time: 0.303, data: 0.018) G_GAN: 2.754 G_L1: 5.637 D_real: 0.006 D_fake: 0.144 +(epoch: 13, iters: 41608, time: 0.297, data: 0.017) G_GAN: 2.219 G_L1: 4.254 D_real: 0.818 D_fake: 0.033 +(epoch: 13, iters: 41708, time: 0.300, data: 0.018) G_GAN: 1.704 G_L1: 4.808 D_real: 0.004 D_fake: 0.599 +(epoch: 13, iters: 41808, time: 0.521, data: 0.016) G_GAN: 1.897 G_L1: 3.893 D_real: 0.002 D_fake: 0.246 +(epoch: 13, iters: 41908, time: 0.285, data: 0.019) G_GAN: 2.713 G_L1: 4.127 D_real: 0.029 D_fake: 0.180 +(epoch: 13, iters: 42008, time: 0.304, data: 0.015) G_GAN: 3.495 G_L1: 4.562 D_real: 0.213 D_fake: 0.324 +(epoch: 13, iters: 42108, time: 0.288, data: 0.018) G_GAN: 1.502 G_L1: 3.096 D_real: 0.275 D_fake: 0.512 +(epoch: 13, iters: 42208, time: 0.420, data: 0.016) G_GAN: 2.628 G_L1: 6.165 D_real: 0.005 D_fake: 0.398 +(epoch: 13, iters: 42308, time: 0.293, data: 0.020) G_GAN: 2.860 G_L1: 4.604 D_real: 0.110 D_fake: 0.245 +(epoch: 13, iters: 42408, time: 0.309, data: 0.015) G_GAN: 2.571 G_L1: 3.475 D_real: 0.049 D_fake: 0.759 +(epoch: 13, iters: 42508, time: 0.294, data: 0.016) G_GAN: 3.182 G_L1: 4.889 D_real: 0.081 D_fake: 0.153 +(epoch: 13, iters: 42608, time: 0.412, data: 0.017) G_GAN: 2.157 G_L1: 5.744 D_real: 0.100 D_fake: 0.195 +(epoch: 13, iters: 42708, time: 0.302, data: 0.019) G_GAN: 2.477 G_L1: 4.255 D_real: 0.009 D_fake: 0.383 +(epoch: 13, iters: 42808, time: 0.305, data: 0.018) G_GAN: 1.619 G_L1: 4.906 D_real: 0.007 D_fake: 0.525 +(epoch: 13, iters: 42908, time: 0.307, data: 0.021) G_GAN: 2.447 G_L1: 5.566 D_real: 0.007 D_fake: 0.497 +(epoch: 13, iters: 43008, time: 0.419, data: 0.015) G_GAN: 2.402 G_L1: 5.680 D_real: 0.112 D_fake: 0.327 +(epoch: 13, iters: 43108, time: 0.293, data: 0.018) G_GAN: 3.250 G_L1: 7.986 D_real: 0.168 D_fake: 0.175 +(epoch: 13, iters: 43208, time: 0.300, data: 0.019) G_GAN: 1.580 G_L1: 4.137 D_real: 0.117 D_fake: 0.285 +(epoch: 13, iters: 43308, time: 0.290, data: 0.018) G_GAN: 1.971 G_L1: 3.434 D_real: 0.033 D_fake: 0.863 +(epoch: 13, iters: 43408, time: 0.431, data: 0.019) G_GAN: 2.453 G_L1: 5.765 D_real: 0.121 D_fake: 0.992 +(epoch: 13, iters: 43508, time: 0.295, data: 0.018) G_GAN: 2.060 G_L1: 3.827 D_real: 0.042 D_fake: 0.396 +(epoch: 13, iters: 43608, time: 0.299, data: 0.017) G_GAN: 2.919 G_L1: 4.069 D_real: 0.011 D_fake: 0.471 +(epoch: 13, iters: 43708, time: 0.304, data: 0.021) G_GAN: 3.011 G_L1: 4.872 D_real: 0.050 D_fake: 0.088 +(epoch: 13, iters: 43808, time: 0.546, data: 0.016) G_GAN: 3.120 G_L1: 5.454 D_real: 0.058 D_fake: 0.186 +(epoch: 13, iters: 43908, time: 0.305, data: 0.018) G_GAN: 2.961 G_L1: 6.270 D_real: 0.114 D_fake: 0.299 +(epoch: 13, iters: 44008, time: 0.300, data: 0.019) G_GAN: 1.391 G_L1: 3.721 D_real: 0.136 D_fake: 0.354 +(epoch: 13, iters: 44108, time: 0.302, data: 0.024) G_GAN: 2.785 G_L1: 4.292 D_real: 0.467 D_fake: 0.689 +(epoch: 13, iters: 44208, time: 0.422, data: 0.019) G_GAN: 3.474 G_L1: 4.785 D_real: 0.029 D_fake: 0.100 +(epoch: 13, iters: 44308, time: 0.301, data: 0.019) G_GAN: 2.001 G_L1: 3.991 D_real: 0.024 D_fake: 0.692 +(epoch: 13, iters: 44408, time: 0.304, data: 0.018) G_GAN: 3.014 G_L1: 4.809 D_real: 0.077 D_fake: 0.340 +(epoch: 13, iters: 44508, time: 0.303, data: 0.018) G_GAN: 2.300 G_L1: 3.818 D_real: 0.109 D_fake: 0.587 +(epoch: 13, iters: 44608, time: 0.410, data: 0.016) G_GAN: 3.699 G_L1: 4.189 D_real: 0.071 D_fake: 0.121 +(epoch: 13, iters: 44708, time: 0.307, data: 0.018) G_GAN: 1.834 G_L1: 4.226 D_real: 0.366 D_fake: 0.085 +(epoch: 13, iters: 44808, time: 0.300, data: 0.016) G_GAN: 2.866 G_L1: 6.045 D_real: 0.424 D_fake: 0.601 +(epoch: 13, iters: 44908, time: 0.303, data: 0.021) G_GAN: 2.324 G_L1: 3.613 D_real: 0.273 D_fake: 0.273 +(epoch: 13, iters: 45008, time: 0.421, data: 0.020) G_GAN: 1.542 G_L1: 2.563 D_real: 0.968 D_fake: 0.138 +(epoch: 13, iters: 45108, time: 0.307, data: 0.023) G_GAN: 1.727 G_L1: 3.671 D_real: 0.070 D_fake: 0.712 +(epoch: 13, iters: 45208, time: 0.302, data: 0.018) G_GAN: 1.929 G_L1: 4.133 D_real: 0.077 D_fake: 0.357 +(epoch: 13, iters: 45308, time: 0.298, data: 0.018) G_GAN: 2.025 G_L1: 5.238 D_real: 0.578 D_fake: 0.281 +(epoch: 13, iters: 45408, time: 0.406, data: 0.018) G_GAN: 2.130 G_L1: 3.945 D_real: 0.365 D_fake: 0.103 +(epoch: 13, iters: 45508, time: 0.304, data: 0.018) G_GAN: 2.268 G_L1: 3.110 D_real: 0.044 D_fake: 0.303 +(epoch: 13, iters: 45608, time: 0.301, data: 0.018) G_GAN: 3.385 G_L1: 3.654 D_real: 0.279 D_fake: 0.510 +(epoch: 13, iters: 45708, time: 0.305, data: 0.018) G_GAN: 1.791 G_L1: 4.464 D_real: 0.006 D_fake: 0.385 +(epoch: 13, iters: 45808, time: 0.484, data: 0.018) G_GAN: 3.779 G_L1: 4.028 D_real: 0.004 D_fake: 1.613 +(epoch: 13, iters: 45908, time: 0.301, data: 0.020) G_GAN: 3.257 G_L1: 4.161 D_real: 0.387 D_fake: 0.120 +(epoch: 13, iters: 46008, time: 0.309, data: 0.018) G_GAN: 2.059 G_L1: 5.735 D_real: 0.040 D_fake: 0.136 +(epoch: 13, iters: 46108, time: 0.296, data: 0.017) G_GAN: 3.649 G_L1: 3.828 D_real: 0.070 D_fake: 0.198 +(epoch: 13, iters: 46208, time: 0.426, data: 0.016) G_GAN: 2.974 G_L1: 4.501 D_real: 0.195 D_fake: 0.302 +(epoch: 13, iters: 46308, time: 0.306, data: 0.022) G_GAN: 3.487 G_L1: 3.634 D_real: 0.024 D_fake: 0.162 +(epoch: 13, iters: 46408, time: 0.303, data: 0.017) G_GAN: 1.900 G_L1: 4.091 D_real: 0.078 D_fake: 0.280 +(epoch: 13, iters: 46508, time: 0.306, data: 0.018) G_GAN: 2.734 G_L1: 3.129 D_real: 0.030 D_fake: 0.368 +(epoch: 13, iters: 46608, time: 0.411, data: 0.018) G_GAN: 1.626 G_L1: 3.839 D_real: 0.062 D_fake: 0.319 +(epoch: 13, iters: 46708, time: 0.295, data: 0.019) G_GAN: 2.033 G_L1: 5.176 D_real: 0.082 D_fake: 0.246 +(epoch: 13, iters: 46808, time: 0.296, data: 0.017) G_GAN: 3.464 G_L1: 5.997 D_real: 0.039 D_fake: 0.234 +(epoch: 13, iters: 46908, time: 0.297, data: 0.017) G_GAN: 1.872 G_L1: 4.427 D_real: 0.007 D_fake: 0.379 +(epoch: 13, iters: 47008, time: 0.407, data: 0.017) G_GAN: 2.263 G_L1: 4.413 D_real: 0.033 D_fake: 0.439 +(epoch: 13, iters: 47108, time: 0.304, data: 0.019) G_GAN: 4.701 G_L1: 5.801 D_real: 0.010 D_fake: 0.050 +(epoch: 13, iters: 47208, time: 0.306, data: 0.017) G_GAN: 3.105 G_L1: 5.669 D_real: 0.052 D_fake: 0.241 +(epoch: 13, iters: 47308, time: 0.297, data: 0.023) G_GAN: 3.032 G_L1: 5.521 D_real: 0.010 D_fake: 0.311 +(epoch: 13, iters: 47408, time: 0.417, data: 0.018) G_GAN: 4.174 G_L1: 7.077 D_real: 0.004 D_fake: 0.181 +(epoch: 13, iters: 47508, time: 0.306, data: 0.019) G_GAN: 1.916 G_L1: 3.739 D_real: 0.001 D_fake: 0.658 +(epoch: 13, iters: 47608, time: 0.304, data: 0.019) G_GAN: 1.832 G_L1: 4.630 D_real: 0.409 D_fake: 0.766 +(epoch: 13, iters: 47708, time: 0.309, data: 0.020) G_GAN: 3.801 G_L1: 4.309 D_real: 0.017 D_fake: 0.870 +(epoch: 13, iters: 47808, time: 0.560, data: 0.021) G_GAN: 2.735 G_L1: 4.895 D_real: 0.061 D_fake: 0.181 +(epoch: 13, iters: 47908, time: 0.308, data: 0.018) G_GAN: 3.053 G_L1: 5.040 D_real: 0.731 D_fake: 0.025 +(epoch: 13, iters: 48008, time: 0.297, data: 0.019) G_GAN: 3.656 G_L1: 4.254 D_real: 0.077 D_fake: 0.122 +(epoch: 13, iters: 48108, time: 0.305, data: 0.017) G_GAN: 1.766 G_L1: 5.149 D_real: 0.378 D_fake: 0.262 +(epoch: 13, iters: 48208, time: 0.398, data: 0.021) G_GAN: 1.566 G_L1: 3.219 D_real: 0.019 D_fake: 0.309 +(epoch: 13, iters: 48308, time: 0.307, data: 0.019) G_GAN: 2.070 G_L1: 4.428 D_real: 0.091 D_fake: 0.329 +(epoch: 13, iters: 48408, time: 0.298, data: 0.017) G_GAN: 4.335 G_L1: 5.405 D_real: 0.002 D_fake: 0.184 +(epoch: 13, iters: 48508, time: 0.306, data: 0.017) G_GAN: 2.560 G_L1: 3.289 D_real: 0.356 D_fake: 0.118 +(epoch: 13, iters: 48608, time: 0.417, data: 0.017) G_GAN: 2.857 G_L1: 4.383 D_real: 0.033 D_fake: 0.186 +(epoch: 13, iters: 48708, time: 0.295, data: 0.018) G_GAN: 2.349 G_L1: 4.548 D_real: 0.004 D_fake: 0.413 +(epoch: 13, iters: 48808, time: 0.305, data: 0.017) G_GAN: 2.996 G_L1: 3.485 D_real: 0.047 D_fake: 0.612 +(epoch: 13, iters: 48908, time: 0.303, data: 0.019) G_GAN: 3.531 G_L1: 3.809 D_real: 0.174 D_fake: 0.195 +(epoch: 13, iters: 49008, time: 0.408, data: 0.019) G_GAN: 2.675 G_L1: 4.776 D_real: 0.293 D_fake: 0.369 +(epoch: 13, iters: 49108, time: 0.306, data: 0.018) G_GAN: 2.651 G_L1: 4.390 D_real: 0.008 D_fake: 0.702 +(epoch: 13, iters: 49208, time: 0.304, data: 0.018) G_GAN: 2.836 G_L1: 2.924 D_real: 0.010 D_fake: 0.118 +(epoch: 13, iters: 49308, time: 0.306, data: 0.019) G_GAN: 1.849 G_L1: 4.698 D_real: 0.051 D_fake: 0.299 +(epoch: 13, iters: 49408, time: 0.427, data: 0.017) G_GAN: 2.730 G_L1: 4.953 D_real: 0.209 D_fake: 0.296 +(epoch: 13, iters: 49508, time: 0.287, data: 0.020) G_GAN: 2.841 G_L1: 4.180 D_real: 0.051 D_fake: 0.382 +(epoch: 13, iters: 49608, time: 0.302, data: 0.019) G_GAN: 3.070 G_L1: 6.095 D_real: 0.025 D_fake: 0.393 +(epoch: 13, iters: 49708, time: 0.296, data: 0.019) G_GAN: 3.679 G_L1: 5.323 D_real: 0.067 D_fake: 0.372 +(epoch: 13, iters: 49808, time: 0.548, data: 0.018) G_GAN: 3.171 G_L1: 5.816 D_real: 0.027 D_fake: 0.426 +(epoch: 13, iters: 49908, time: 0.293, data: 0.019) G_GAN: 2.722 G_L1: 5.546 D_real: 0.055 D_fake: 0.582 +(epoch: 13, iters: 50008, time: 0.283, data: 0.021) G_GAN: 2.596 G_L1: 4.525 D_real: 0.121 D_fake: 0.169 +(epoch: 13, iters: 50108, time: 0.308, data: 0.016) G_GAN: 1.925 G_L1: 6.186 D_real: 0.058 D_fake: 0.110 +(epoch: 13, iters: 50208, time: 0.427, data: 0.020) G_GAN: 2.782 G_L1: 7.548 D_real: 0.066 D_fake: 0.110 +(epoch: 13, iters: 50308, time: 0.299, data: 0.018) G_GAN: 2.022 G_L1: 4.873 D_real: 0.211 D_fake: 0.577 +(epoch: 13, iters: 50408, time: 0.299, data: 0.017) G_GAN: 1.717 G_L1: 3.712 D_real: 0.094 D_fake: 0.212 +(epoch: 13, iters: 50508, time: 0.297, data: 0.017) G_GAN: 2.975 G_L1: 5.727 D_real: 0.030 D_fake: 0.276 +(epoch: 13, iters: 50608, time: 0.420, data: 0.018) G_GAN: 3.331 G_L1: 3.987 D_real: 0.079 D_fake: 0.354 +(epoch: 13, iters: 50708, time: 0.287, data: 0.021) G_GAN: 1.783 G_L1: 4.189 D_real: 0.009 D_fake: 0.660 +(epoch: 13, iters: 50808, time: 0.305, data: 0.018) G_GAN: 1.588 G_L1: 3.676 D_real: 0.004 D_fake: 0.910 +(epoch: 13, iters: 50908, time: 0.298, data: 0.018) G_GAN: 2.745 G_L1: 5.573 D_real: 0.018 D_fake: 0.148 +(epoch: 13, iters: 51008, time: 0.413, data: 0.017) G_GAN: 1.714 G_L1: 4.090 D_real: 0.002 D_fake: 1.150 +(epoch: 13, iters: 51108, time: 0.307, data: 0.019) G_GAN: 2.487 G_L1: 3.783 D_real: 0.020 D_fake: 0.491 +(epoch: 13, iters: 51208, time: 0.307, data: 0.018) G_GAN: 2.488 G_L1: 3.934 D_real: 0.068 D_fake: 0.614 +(epoch: 13, iters: 51308, time: 0.293, data: 0.019) G_GAN: 2.384 G_L1: 4.607 D_real: 0.035 D_fake: 0.163 +(epoch: 13, iters: 51408, time: 0.393, data: 0.018) G_GAN: 1.863 G_L1: 3.488 D_real: 0.004 D_fake: 0.221 +(epoch: 13, iters: 51508, time: 0.293, data: 0.019) G_GAN: 2.491 G_L1: 5.136 D_real: 0.403 D_fake: 0.119 +(epoch: 13, iters: 51608, time: 0.299, data: 0.019) G_GAN: 3.291 G_L1: 5.480 D_real: 0.068 D_fake: 0.189 +(epoch: 13, iters: 51708, time: 0.302, data: 0.018) G_GAN: 3.711 G_L1: 3.917 D_real: 0.066 D_fake: 0.071 +(epoch: 13, iters: 51808, time: 0.572, data: 0.020) G_GAN: 3.648 G_L1: 6.579 D_real: 0.009 D_fake: 0.915 +(epoch: 13, iters: 51908, time: 0.292, data: 0.019) G_GAN: 2.726 G_L1: 4.208 D_real: 0.122 D_fake: 0.146 +(epoch: 13, iters: 52008, time: 0.302, data: 0.026) G_GAN: 2.949 G_L1: 4.149 D_real: 0.062 D_fake: 0.112 +(epoch: 13, iters: 52108, time: 0.304, data: 0.021) G_GAN: 3.329 G_L1: 4.466 D_real: 0.482 D_fake: 0.209 +(epoch: 13, iters: 52208, time: 0.406, data: 0.020) G_GAN: 2.287 G_L1: 5.222 D_real: 0.145 D_fake: 1.178 +(epoch: 13, iters: 52308, time: 0.303, data: 0.019) G_GAN: 5.483 G_L1: 7.992 D_real: 0.021 D_fake: 0.633 +(epoch: 13, iters: 52408, time: 0.309, data: 0.020) G_GAN: 2.686 G_L1: 2.700 D_real: 0.673 D_fake: 0.136 +(epoch: 13, iters: 52508, time: 0.304, data: 0.017) G_GAN: 3.197 G_L1: 2.262 D_real: 0.023 D_fake: 0.176 +(epoch: 13, iters: 52608, time: 0.403, data: 0.018) G_GAN: 3.473 G_L1: 4.684 D_real: 0.194 D_fake: 0.071 +(epoch: 13, iters: 52708, time: 0.306, data: 0.018) G_GAN: 3.363 G_L1: 5.127 D_real: 0.006 D_fake: 0.271 +(epoch: 13, iters: 52808, time: 0.303, data: 0.018) G_GAN: 3.320 G_L1: 4.171 D_real: 0.026 D_fake: 0.802 +(epoch: 13, iters: 52908, time: 0.289, data: 0.018) G_GAN: 3.837 G_L1: 2.700 D_real: 0.102 D_fake: 0.104 +(epoch: 13, iters: 53008, time: 0.417, data: 0.017) G_GAN: 3.214 G_L1: 3.576 D_real: 0.103 D_fake: 0.102 +(epoch: 13, iters: 53108, time: 0.301, data: 0.019) G_GAN: 3.861 G_L1: 4.824 D_real: 0.005 D_fake: 0.489 +(epoch: 13, iters: 53208, time: 0.294, data: 0.017) G_GAN: 3.915 G_L1: 3.183 D_real: 0.583 D_fake: 0.201 +(epoch: 13, iters: 53308, time: 0.289, data: 0.017) G_GAN: 3.602 G_L1: 4.756 D_real: 0.034 D_fake: 0.070 +(epoch: 13, iters: 53408, time: 0.414, data: 0.016) G_GAN: 3.601 G_L1: 4.859 D_real: 0.098 D_fake: 0.395 +(epoch: 13, iters: 53508, time: 0.289, data: 0.019) G_GAN: 3.363 G_L1: 6.631 D_real: 0.053 D_fake: 0.267 +(epoch: 13, iters: 53608, time: 0.304, data: 0.017) G_GAN: 3.840 G_L1: 5.365 D_real: 0.109 D_fake: 0.272 +(epoch: 13, iters: 53708, time: 0.308, data: 0.020) G_GAN: 4.199 G_L1: 4.576 D_real: 0.005 D_fake: 0.366 +(epoch: 13, iters: 53808, time: 0.569, data: 0.019) G_GAN: 2.613 G_L1: 4.070 D_real: 0.058 D_fake: 0.560 +(epoch: 13, iters: 53908, time: 0.297, data: 0.019) G_GAN: 2.969 G_L1: 7.232 D_real: 0.277 D_fake: 0.123 +(epoch: 13, iters: 54008, time: 0.302, data: 0.016) G_GAN: 2.854 G_L1: 4.706 D_real: 0.006 D_fake: 0.374 +(epoch: 13, iters: 54108, time: 0.297, data: 0.018) G_GAN: 2.503 G_L1: 7.112 D_real: 0.038 D_fake: 0.356 +(epoch: 13, iters: 54208, time: 0.415, data: 0.017) G_GAN: 4.334 G_L1: 6.361 D_real: 0.043 D_fake: 0.688 +(epoch: 13, iters: 54308, time: 0.300, data: 0.018) G_GAN: 4.658 G_L1: 6.318 D_real: 0.024 D_fake: 0.426 +(epoch: 13, iters: 54408, time: 0.306, data: 0.018) G_GAN: 3.547 G_L1: 5.138 D_real: 0.104 D_fake: 0.145 +(epoch: 13, iters: 54508, time: 0.300, data: 0.018) G_GAN: 3.388 G_L1: 4.113 D_real: 0.040 D_fake: 1.414 +(epoch: 13, iters: 54608, time: 0.413, data: 0.018) G_GAN: 3.584 G_L1: 4.449 D_real: 0.157 D_fake: 0.278 +(epoch: 13, iters: 54708, time: 0.303, data: 0.019) G_GAN: 3.949 G_L1: 3.814 D_real: 0.024 D_fake: 0.155 +(epoch: 13, iters: 54808, time: 0.301, data: 0.017) G_GAN: 1.856 G_L1: 8.179 D_real: 0.006 D_fake: 0.117 +(epoch: 13, iters: 54908, time: 0.305, data: 0.019) G_GAN: 4.105 G_L1: 4.123 D_real: 0.017 D_fake: 0.420 +(epoch: 13, iters: 55008, time: 0.424, data: 0.017) G_GAN: 2.066 G_L1: 2.928 D_real: 0.143 D_fake: 0.106 +(epoch: 13, iters: 55108, time: 0.302, data: 0.020) G_GAN: 1.894 G_L1: 4.077 D_real: 0.051 D_fake: 0.194 +(epoch: 13, iters: 55208, time: 0.292, data: 0.017) G_GAN: 3.535 G_L1: 4.668 D_real: 0.015 D_fake: 0.268 +(epoch: 13, iters: 55308, time: 0.286, data: 0.016) G_GAN: 1.937 G_L1: 4.059 D_real: 0.165 D_fake: 0.453 +(epoch: 13, iters: 55408, time: 0.422, data: 0.017) G_GAN: 3.143 G_L1: 7.299 D_real: 0.022 D_fake: 0.193 +(epoch: 13, iters: 55508, time: 0.303, data: 0.019) G_GAN: 2.906 G_L1: 4.408 D_real: 0.003 D_fake: 0.260 +(epoch: 13, iters: 55608, time: 0.305, data: 0.018) G_GAN: 2.065 G_L1: 4.533 D_real: 0.087 D_fake: 0.327 +(epoch: 13, iters: 55708, time: 0.304, data: 0.017) G_GAN: 2.815 G_L1: 8.626 D_real: 0.013 D_fake: 0.674 +(epoch: 13, iters: 55808, time: 0.537, data: 0.016) G_GAN: 2.881 G_L1: 3.740 D_real: 0.048 D_fake: 0.551 +(epoch: 13, iters: 55908, time: 0.305, data: 0.018) G_GAN: 2.668 G_L1: 4.166 D_real: 0.019 D_fake: 0.790 +(epoch: 13, iters: 56008, time: 0.303, data: 0.017) G_GAN: 1.714 G_L1: 4.513 D_real: 0.013 D_fake: 0.339 +(epoch: 13, iters: 56108, time: 0.299, data: 0.018) G_GAN: 2.386 G_L1: 5.057 D_real: 0.173 D_fake: 0.248 +(epoch: 13, iters: 56208, time: 0.377, data: 0.016) G_GAN: 1.288 G_L1: 3.306 D_real: 0.002 D_fake: 0.762 +(epoch: 13, iters: 56308, time: 0.305, data: 0.018) G_GAN: 2.352 G_L1: 5.015 D_real: 0.083 D_fake: 0.291 +(epoch: 13, iters: 56408, time: 0.295, data: 0.020) G_GAN: 2.696 G_L1: 4.962 D_real: 0.010 D_fake: 0.392 +(epoch: 13, iters: 56508, time: 0.301, data: 0.017) G_GAN: 3.562 G_L1: 4.473 D_real: 0.030 D_fake: 0.402 +(epoch: 13, iters: 56608, time: 0.419, data: 0.016) G_GAN: 3.172 G_L1: 3.334 D_real: 0.487 D_fake: 0.052 +(epoch: 13, iters: 56708, time: 0.304, data: 0.022) G_GAN: 3.504 G_L1: 4.611 D_real: 0.011 D_fake: 0.461 +(epoch: 13, iters: 56808, time: 0.303, data: 0.021) G_GAN: 4.115 G_L1: 6.215 D_real: 0.115 D_fake: 0.218 +(epoch: 13, iters: 56908, time: 0.302, data: 0.017) G_GAN: 2.338 G_L1: 3.659 D_real: 0.004 D_fake: 0.342 +(epoch: 13, iters: 57008, time: 0.390, data: 0.018) G_GAN: 2.078 G_L1: 4.134 D_real: 0.192 D_fake: 0.270 +(epoch: 13, iters: 57108, time: 0.285, data: 0.019) G_GAN: 2.268 G_L1: 4.259 D_real: 0.158 D_fake: 0.494 +(epoch: 13, iters: 57208, time: 0.296, data: 0.017) G_GAN: 2.571 G_L1: 4.349 D_real: 0.010 D_fake: 0.311 +(epoch: 13, iters: 57308, time: 0.304, data: 0.017) G_GAN: 2.041 G_L1: 3.753 D_real: 0.034 D_fake: 0.775 +(epoch: 13, iters: 57408, time: 0.392, data: 0.018) G_GAN: 1.861 G_L1: 3.077 D_real: 0.079 D_fake: 0.384 +(epoch: 13, iters: 57508, time: 0.296, data: 0.020) G_GAN: 2.572 G_L1: 4.876 D_real: 0.027 D_fake: 0.546 +(epoch: 13, iters: 57608, time: 0.300, data: 0.019) G_GAN: 2.084 G_L1: 5.178 D_real: 0.282 D_fake: 0.437 +(epoch: 13, iters: 57708, time: 0.297, data: 0.018) G_GAN: 2.657 G_L1: 3.541 D_real: 0.030 D_fake: 1.023 +(epoch: 13, iters: 57808, time: 0.532, data: 0.035) G_GAN: 2.450 G_L1: 4.039 D_real: 0.187 D_fake: 0.144 +(epoch: 13, iters: 57908, time: 0.306, data: 0.019) G_GAN: 2.183 G_L1: 4.085 D_real: 0.032 D_fake: 0.571 +(epoch: 13, iters: 58008, time: 0.297, data: 0.032) G_GAN: 2.437 G_L1: 4.715 D_real: 0.021 D_fake: 0.126 +(epoch: 13, iters: 58108, time: 0.288, data: 0.018) G_GAN: 3.320 G_L1: 8.354 D_real: 0.173 D_fake: 0.128 +(epoch: 13, iters: 58208, time: 0.397, data: 0.016) G_GAN: 1.529 G_L1: 4.109 D_real: 0.065 D_fake: 0.191 +(epoch: 13, iters: 58308, time: 0.294, data: 0.019) G_GAN: 3.429 G_L1: 5.301 D_real: 0.024 D_fake: 0.378 +(epoch: 13, iters: 58408, time: 0.296, data: 0.019) G_GAN: 2.965 G_L1: 3.117 D_real: 0.007 D_fake: 0.253 +(epoch: 13, iters: 58508, time: 0.304, data: 0.017) G_GAN: 3.201 G_L1: 4.063 D_real: 0.011 D_fake: 0.215 +(epoch: 13, iters: 58608, time: 0.424, data: 0.021) G_GAN: 3.575 G_L1: 5.149 D_real: 0.043 D_fake: 0.274 +(epoch: 13, iters: 58708, time: 0.302, data: 0.019) G_GAN: 2.890 G_L1: 5.180 D_real: 0.297 D_fake: 0.069 +(epoch: 13, iters: 58808, time: 0.305, data: 0.021) G_GAN: 2.337 G_L1: 4.650 D_real: 0.017 D_fake: 0.354 +(epoch: 13, iters: 58908, time: 0.300, data: 0.017) G_GAN: 2.428 G_L1: 4.014 D_real: 0.006 D_fake: 0.347 +(epoch: 13, iters: 59008, time: 0.394, data: 0.022) G_GAN: 1.645 G_L1: 3.867 D_real: 0.007 D_fake: 1.961 +(epoch: 13, iters: 59108, time: 0.296, data: 0.019) G_GAN: 2.844 G_L1: 6.716 D_real: 0.137 D_fake: 0.963 +(epoch: 13, iters: 59208, time: 0.299, data: 0.032) G_GAN: 2.818 G_L1: 3.907 D_real: 0.035 D_fake: 0.083 +(epoch: 13, iters: 59308, time: 0.301, data: 0.021) G_GAN: 3.681 G_L1: 4.611 D_real: 0.124 D_fake: 0.267 +(epoch: 13, iters: 59408, time: 0.414, data: 0.021) G_GAN: 2.259 G_L1: 3.412 D_real: 0.151 D_fake: 0.402 +(epoch: 13, iters: 59508, time: 0.300, data: 0.023) G_GAN: 1.901 G_L1: 4.876 D_real: 0.146 D_fake: 0.432 +(epoch: 13, iters: 59608, time: 0.302, data: 0.017) G_GAN: 2.300 G_L1: 2.540 D_real: 0.383 D_fake: 0.639 +(epoch: 13, iters: 59708, time: 0.299, data: 0.018) G_GAN: 3.112 G_L1: 2.663 D_real: 0.411 D_fake: 0.653 +(epoch: 13, iters: 59808, time: 0.533, data: 0.017) G_GAN: 2.638 G_L1: 6.137 D_real: 0.116 D_fake: 0.790 +(epoch: 13, iters: 59908, time: 0.307, data: 0.020) G_GAN: 4.731 G_L1: 5.173 D_real: 0.223 D_fake: 0.009 +(epoch: 13, iters: 60008, time: 0.288, data: 0.019) G_GAN: 5.868 G_L1: 5.238 D_real: 0.175 D_fake: 0.024 +(epoch: 14, iters: 92, time: 0.302, data: 0.016) G_GAN: 5.574 G_L1: 4.213 D_real: 0.069 D_fake: 0.041 +(epoch: 14, iters: 192, time: 0.572, data: 0.019) G_GAN: 4.745 G_L1: 5.621 D_real: 0.658 D_fake: 0.054 +(epoch: 14, iters: 292, time: 0.305, data: 0.019) G_GAN: 3.962 G_L1: 3.902 D_real: 0.079 D_fake: 0.981 +(epoch: 14, iters: 392, time: 0.294, data: 0.019) G_GAN: 2.281 G_L1: 3.309 D_real: 0.332 D_fake: 0.112 +(epoch: 14, iters: 492, time: 0.303, data: 0.019) G_GAN: 2.239 G_L1: 4.505 D_real: 0.154 D_fake: 0.428 +(epoch: 14, iters: 592, time: 0.420, data: 0.019) G_GAN: 2.602 G_L1: 3.071 D_real: 0.567 D_fake: 0.319 +(epoch: 14, iters: 692, time: 0.298, data: 0.020) G_GAN: 2.421 G_L1: 4.878 D_real: 0.242 D_fake: 0.161 +(epoch: 14, iters: 792, time: 0.297, data: 0.018) G_GAN: 2.023 G_L1: 4.932 D_real: 0.005 D_fake: 0.461 +(epoch: 14, iters: 892, time: 0.299, data: 0.020) G_GAN: 2.134 G_L1: 3.853 D_real: 0.068 D_fake: 0.438 +(epoch: 14, iters: 992, time: 0.385, data: 0.019) G_GAN: 3.255 G_L1: 4.072 D_real: 0.015 D_fake: 0.812 +(epoch: 14, iters: 1092, time: 0.302, data: 0.017) G_GAN: 2.525 G_L1: 3.294 D_real: 0.032 D_fake: 0.361 +(epoch: 14, iters: 1192, time: 0.301, data: 0.018) G_GAN: 2.646 G_L1: 3.705 D_real: 0.028 D_fake: 0.283 +(epoch: 14, iters: 1292, time: 0.299, data: 0.019) G_GAN: 2.981 G_L1: 6.359 D_real: 0.290 D_fake: 0.151 +(epoch: 14, iters: 1392, time: 0.411, data: 0.018) G_GAN: 2.162 G_L1: 4.688 D_real: 0.156 D_fake: 0.718 +(epoch: 14, iters: 1492, time: 0.303, data: 0.019) G_GAN: 1.544 G_L1: 4.628 D_real: 0.045 D_fake: 0.400 +(epoch: 14, iters: 1592, time: 0.305, data: 0.019) G_GAN: 2.335 G_L1: 3.834 D_real: 0.030 D_fake: 0.477 +(epoch: 14, iters: 1692, time: 0.299, data: 0.018) G_GAN: 3.588 G_L1: 6.968 D_real: 0.014 D_fake: 0.575 +(epoch: 14, iters: 1792, time: 0.554, data: 0.017) G_GAN: 1.689 G_L1: 4.187 D_real: 0.084 D_fake: 0.302 +(epoch: 14, iters: 1892, time: 0.299, data: 0.020) G_GAN: 1.600 G_L1: 4.116 D_real: 0.025 D_fake: 0.580 +(epoch: 14, iters: 1992, time: 0.301, data: 0.018) G_GAN: 3.291 G_L1: 4.222 D_real: 0.417 D_fake: 0.296 +(epoch: 14, iters: 2092, time: 0.291, data: 0.018) G_GAN: 2.204 G_L1: 4.155 D_real: 0.163 D_fake: 0.294 +(epoch: 14, iters: 2192, time: 0.400, data: 0.017) G_GAN: 2.688 G_L1: 6.176 D_real: 0.103 D_fake: 0.222 +(epoch: 14, iters: 2292, time: 0.302, data: 0.017) G_GAN: 6.836 G_L1: 6.029 D_real: 0.032 D_fake: 1.573 +(epoch: 14, iters: 2392, time: 0.296, data: 0.019) G_GAN: 3.678 G_L1: 5.093 D_real: 0.054 D_fake: 0.196 +(epoch: 14, iters: 2492, time: 0.301, data: 0.018) G_GAN: 2.759 G_L1: 4.647 D_real: 0.137 D_fake: 0.139 +(epoch: 14, iters: 2592, time: 0.416, data: 0.021) G_GAN: 2.523 G_L1: 3.703 D_real: 0.156 D_fake: 0.172 +(epoch: 14, iters: 2692, time: 0.303, data: 0.021) G_GAN: 3.267 G_L1: 3.849 D_real: 0.061 D_fake: 0.553 +(epoch: 14, iters: 2792, time: 0.301, data: 0.017) G_GAN: 2.770 G_L1: 7.204 D_real: 0.247 D_fake: 0.756 +(epoch: 14, iters: 2892, time: 0.285, data: 0.022) G_GAN: 2.449 G_L1: 4.906 D_real: 0.060 D_fake: 0.501 +(epoch: 14, iters: 2992, time: 0.401, data: 0.023) G_GAN: 3.827 G_L1: 3.879 D_real: 0.012 D_fake: 0.152 +(epoch: 14, iters: 3092, time: 0.297, data: 0.021) G_GAN: 2.918 G_L1: 5.380 D_real: 0.008 D_fake: 0.084 +(epoch: 14, iters: 3192, time: 0.300, data: 0.018) G_GAN: 3.320 G_L1: 3.204 D_real: 0.084 D_fake: 0.291 +(epoch: 14, iters: 3292, time: 0.307, data: 0.018) G_GAN: 2.517 G_L1: 4.381 D_real: 0.196 D_fake: 0.225 +(epoch: 14, iters: 3392, time: 0.413, data: 0.019) G_GAN: 4.025 G_L1: 5.159 D_real: 0.003 D_fake: 1.462 +(epoch: 14, iters: 3492, time: 0.286, data: 0.020) G_GAN: 4.181 G_L1: 6.384 D_real: 0.022 D_fake: 0.456 +(epoch: 14, iters: 3592, time: 0.296, data: 0.016) G_GAN: 4.158 G_L1: 4.255 D_real: 0.176 D_fake: 0.637 +(epoch: 14, iters: 3692, time: 0.298, data: 0.018) G_GAN: 3.174 G_L1: 4.130 D_real: 0.009 D_fake: 0.232 +(epoch: 14, iters: 3792, time: 0.522, data: 0.016) G_GAN: 2.026 G_L1: 3.845 D_real: 0.250 D_fake: 0.518 +(epoch: 14, iters: 3892, time: 0.295, data: 0.019) G_GAN: 3.615 G_L1: 4.524 D_real: 0.012 D_fake: 1.096 +(epoch: 14, iters: 3992, time: 0.297, data: 0.019) G_GAN: 2.536 G_L1: 4.281 D_real: 0.017 D_fake: 0.356 +(epoch: 14, iters: 4092, time: 0.291, data: 0.019) G_GAN: 2.137 G_L1: 3.560 D_real: 0.027 D_fake: 0.599 +(epoch: 14, iters: 4192, time: 0.408, data: 0.017) G_GAN: 1.777 G_L1: 7.138 D_real: 0.016 D_fake: 1.266 +(epoch: 14, iters: 4292, time: 0.300, data: 0.018) G_GAN: 3.477 G_L1: 5.334 D_real: 0.036 D_fake: 0.378 +(epoch: 14, iters: 4392, time: 0.292, data: 0.018) G_GAN: 3.351 G_L1: 5.761 D_real: 0.035 D_fake: 0.078 +(epoch: 14, iters: 4492, time: 0.297, data: 0.019) G_GAN: 2.344 G_L1: 3.424 D_real: 0.215 D_fake: 0.169 +(epoch: 14, iters: 4592, time: 0.405, data: 0.017) G_GAN: 3.743 G_L1: 5.464 D_real: 0.124 D_fake: 0.153 +(epoch: 14, iters: 4692, time: 0.304, data: 0.018) G_GAN: 2.970 G_L1: 4.987 D_real: 0.149 D_fake: 0.366 +(epoch: 14, iters: 4792, time: 0.296, data: 0.018) G_GAN: 1.836 G_L1: 5.185 D_real: 0.276 D_fake: 0.190 +(epoch: 14, iters: 4892, time: 0.300, data: 0.018) G_GAN: 2.671 G_L1: 4.547 D_real: 0.072 D_fake: 0.152 +(epoch: 14, iters: 4992, time: 0.411, data: 0.020) G_GAN: 2.700 G_L1: 4.548 D_real: 0.099 D_fake: 0.337 +(epoch: 14, iters: 5092, time: 0.293, data: 0.028) G_GAN: 2.709 G_L1: 3.923 D_real: 0.087 D_fake: 0.377 +(epoch: 14, iters: 5192, time: 0.300, data: 0.018) G_GAN: 2.180 G_L1: 5.429 D_real: 0.047 D_fake: 0.408 +(epoch: 14, iters: 5292, time: 0.302, data: 0.017) G_GAN: 3.700 G_L1: 2.998 D_real: 0.010 D_fake: 0.298 +(epoch: 14, iters: 5392, time: 0.394, data: 0.016) G_GAN: 1.673 G_L1: 3.509 D_real: 0.031 D_fake: 0.253 +(epoch: 14, iters: 5492, time: 0.292, data: 0.018) G_GAN: 2.650 G_L1: 4.102 D_real: 0.095 D_fake: 0.163 +(epoch: 14, iters: 5592, time: 0.289, data: 0.016) G_GAN: 1.888 G_L1: 3.476 D_real: 0.221 D_fake: 0.403 +(epoch: 14, iters: 5692, time: 0.303, data: 0.017) G_GAN: 2.792 G_L1: 5.120 D_real: 0.174 D_fake: 0.293 +(epoch: 14, iters: 5792, time: 0.540, data: 0.018) G_GAN: 2.170 G_L1: 4.272 D_real: 0.105 D_fake: 0.457 +(epoch: 14, iters: 5892, time: 0.288, data: 0.017) G_GAN: 2.470 G_L1: 3.472 D_real: 0.135 D_fake: 0.558 +(epoch: 14, iters: 5992, time: 0.294, data: 0.014) G_GAN: 2.241 G_L1: 4.527 D_real: 0.377 D_fake: 0.717 +(epoch: 14, iters: 6092, time: 0.301, data: 0.021) G_GAN: 3.051 G_L1: 3.215 D_real: 0.128 D_fake: 0.134 +(epoch: 14, iters: 6192, time: 0.423, data: 0.017) G_GAN: 2.523 G_L1: 4.476 D_real: 0.507 D_fake: 0.417 +(epoch: 14, iters: 6292, time: 0.293, data: 0.018) G_GAN: 2.104 G_L1: 3.836 D_real: 0.145 D_fake: 0.312 +(epoch: 14, iters: 6392, time: 0.298, data: 0.015) G_GAN: 2.754 G_L1: 3.935 D_real: 0.247 D_fake: 0.138 +(epoch: 14, iters: 6492, time: 0.300, data: 0.016) G_GAN: 2.684 G_L1: 3.431 D_real: 0.193 D_fake: 0.083 +(epoch: 14, iters: 6592, time: 0.386, data: 0.016) G_GAN: 3.858 G_L1: 3.217 D_real: 0.057 D_fake: 0.048 +(epoch: 14, iters: 6692, time: 0.296, data: 0.017) G_GAN: 3.484 G_L1: 5.048 D_real: 0.054 D_fake: 0.448 +(epoch: 14, iters: 6792, time: 0.299, data: 0.017) G_GAN: 3.922 G_L1: 3.102 D_real: 0.395 D_fake: 0.029 +(epoch: 14, iters: 6892, time: 0.304, data: 0.019) G_GAN: 2.544 G_L1: 3.195 D_real: 0.291 D_fake: 0.180 +(epoch: 14, iters: 6992, time: 0.394, data: 0.016) G_GAN: 3.654 G_L1: 4.180 D_real: 0.195 D_fake: 0.184 +(epoch: 14, iters: 7092, time: 0.305, data: 0.017) G_GAN: 2.905 G_L1: 4.475 D_real: 0.108 D_fake: 0.420 +(epoch: 14, iters: 7192, time: 0.305, data: 0.016) G_GAN: 2.470 G_L1: 3.060 D_real: 0.336 D_fake: 0.306 +(epoch: 14, iters: 7292, time: 0.299, data: 0.017) G_GAN: 2.736 G_L1: 5.029 D_real: 0.147 D_fake: 0.601 +(epoch: 14, iters: 7392, time: 0.401, data: 0.016) G_GAN: 2.734 G_L1: 4.479 D_real: 0.160 D_fake: 0.768 +(epoch: 14, iters: 7492, time: 0.281, data: 0.017) G_GAN: 2.647 G_L1: 3.630 D_real: 0.237 D_fake: 0.548 +(epoch: 14, iters: 7592, time: 0.297, data: 0.016) G_GAN: 3.031 G_L1: 3.852 D_real: 0.049 D_fake: 0.241 +(epoch: 14, iters: 7692, time: 0.298, data: 0.015) G_GAN: 3.232 G_L1: 4.063 D_real: 0.078 D_fake: 0.425 +(epoch: 14, iters: 7792, time: 0.525, data: 0.016) G_GAN: 2.008 G_L1: 3.912 D_real: 0.633 D_fake: 0.125 +(epoch: 14, iters: 7892, time: 0.301, data: 0.020) G_GAN: 4.007 G_L1: 4.451 D_real: 0.126 D_fake: 0.404 +(epoch: 14, iters: 7992, time: 0.292, data: 0.016) G_GAN: 2.442 G_L1: 3.862 D_real: 0.100 D_fake: 0.148 +(epoch: 14, iters: 8092, time: 0.288, data: 0.017) G_GAN: 3.961 G_L1: 4.977 D_real: 0.213 D_fake: 0.041 +(epoch: 14, iters: 8192, time: 0.405, data: 0.017) G_GAN: 3.961 G_L1: 4.230 D_real: 0.009 D_fake: 0.122 +(epoch: 14, iters: 8292, time: 0.297, data: 0.018) G_GAN: 3.977 G_L1: 2.557 D_real: 0.047 D_fake: 0.033 +(epoch: 14, iters: 8392, time: 0.298, data: 0.017) G_GAN: 5.206 G_L1: 4.890 D_real: 0.369 D_fake: 0.022 +(epoch: 14, iters: 8492, time: 0.291, data: 0.017) G_GAN: 5.114 G_L1: 5.190 D_real: 0.026 D_fake: 0.130 +(epoch: 14, iters: 8592, time: 0.409, data: 0.016) G_GAN: 2.251 G_L1: 3.655 D_real: 0.239 D_fake: 0.576 +(epoch: 14, iters: 8692, time: 0.295, data: 0.019) G_GAN: 2.585 G_L1: 5.610 D_real: 0.137 D_fake: 0.174 +(epoch: 14, iters: 8792, time: 0.300, data: 0.016) G_GAN: 2.907 G_L1: 4.178 D_real: 0.105 D_fake: 0.108 +(epoch: 14, iters: 8892, time: 0.295, data: 0.017) G_GAN: 5.379 G_L1: 4.946 D_real: 0.012 D_fake: 0.589 +(epoch: 14, iters: 8992, time: 0.407, data: 0.021) G_GAN: 3.201 G_L1: 4.548 D_real: 0.101 D_fake: 0.143 +(epoch: 14, iters: 9092, time: 0.286, data: 0.017) G_GAN: 2.234 G_L1: 2.952 D_real: 0.654 D_fake: 0.117 +(epoch: 14, iters: 9192, time: 0.293, data: 0.019) G_GAN: 3.117 G_L1: 4.353 D_real: 0.393 D_fake: 0.045 +(epoch: 14, iters: 9292, time: 0.279, data: 0.020) G_GAN: 3.031 G_L1: 4.788 D_real: 0.109 D_fake: 0.208 +(epoch: 14, iters: 9392, time: 0.422, data: 0.019) G_GAN: 3.934 G_L1: 6.028 D_real: 0.001 D_fake: 0.254 +(epoch: 14, iters: 9492, time: 0.297, data: 0.019) G_GAN: 2.804 G_L1: 2.780 D_real: 0.286 D_fake: 0.317 +(epoch: 14, iters: 9592, time: 0.299, data: 0.017) G_GAN: 2.379 G_L1: 4.798 D_real: 0.823 D_fake: 0.070 +(epoch: 14, iters: 9692, time: 0.299, data: 0.020) G_GAN: 2.610 G_L1: 5.156 D_real: 0.116 D_fake: 0.511 +(epoch: 14, iters: 9792, time: 0.551, data: 0.020) G_GAN: 1.843 G_L1: 5.324 D_real: 0.114 D_fake: 1.193 +(epoch: 14, iters: 9892, time: 0.294, data: 0.020) G_GAN: 1.825 G_L1: 4.487 D_real: 0.066 D_fake: 0.194 +(epoch: 14, iters: 9992, time: 0.289, data: 0.021) G_GAN: 2.634 G_L1: 5.508 D_real: 0.005 D_fake: 0.731 +(epoch: 14, iters: 10092, time: 0.303, data: 0.015) G_GAN: 2.315 G_L1: 3.726 D_real: 0.272 D_fake: 0.160 +(epoch: 14, iters: 10192, time: 0.405, data: 0.021) G_GAN: 2.576 G_L1: 4.459 D_real: 0.051 D_fake: 0.083 +(epoch: 14, iters: 10292, time: 0.295, data: 0.017) G_GAN: 2.963 G_L1: 4.875 D_real: 0.166 D_fake: 0.112 +(epoch: 14, iters: 10392, time: 0.303, data: 0.018) G_GAN: 3.026 G_L1: 4.074 D_real: 0.127 D_fake: 0.325 +(epoch: 14, iters: 10492, time: 0.298, data: 0.016) G_GAN: 3.597 G_L1: 5.085 D_real: 0.036 D_fake: 0.334 +(epoch: 14, iters: 10592, time: 0.388, data: 0.020) G_GAN: 3.953 G_L1: 4.332 D_real: 0.134 D_fake: 0.144 +(epoch: 14, iters: 10692, time: 0.300, data: 0.019) G_GAN: 4.907 G_L1: 5.782 D_real: 0.001 D_fake: 0.783 +(epoch: 14, iters: 10792, time: 0.285, data: 0.020) G_GAN: 2.599 G_L1: 3.785 D_real: 0.001 D_fake: 0.288 +(epoch: 14, iters: 10892, time: 0.300, data: 0.020) G_GAN: 1.945 G_L1: 4.718 D_real: 0.279 D_fake: 0.621 +(epoch: 14, iters: 10992, time: 0.416, data: 0.020) G_GAN: 3.280 G_L1: 5.866 D_real: 0.010 D_fake: 0.690 +(epoch: 14, iters: 11092, time: 0.292, data: 0.018) G_GAN: 2.118 G_L1: 4.318 D_real: 0.398 D_fake: 0.142 +(epoch: 14, iters: 11192, time: 0.291, data: 0.021) G_GAN: 3.370 G_L1: 4.766 D_real: 0.006 D_fake: 0.262 +(epoch: 14, iters: 11292, time: 0.303, data: 0.017) G_GAN: 4.438 G_L1: 5.236 D_real: 0.008 D_fake: 0.113 +(epoch: 14, iters: 11392, time: 0.378, data: 0.018) G_GAN: 2.636 G_L1: 3.771 D_real: 0.098 D_fake: 0.209 +(epoch: 14, iters: 11492, time: 0.297, data: 0.018) G_GAN: 3.161 G_L1: 7.291 D_real: 0.000 D_fake: 0.188 +(epoch: 14, iters: 11592, time: 0.296, data: 0.018) G_GAN: 1.116 G_L1: 3.490 D_real: 0.562 D_fake: 0.137 +(epoch: 14, iters: 11692, time: 0.291, data: 0.017) G_GAN: 3.634 G_L1: 4.901 D_real: 0.006 D_fake: 0.708 +(epoch: 14, iters: 11792, time: 0.522, data: 0.017) G_GAN: 2.356 G_L1: 5.891 D_real: 0.678 D_fake: 0.092 +(epoch: 14, iters: 11892, time: 0.287, data: 0.018) G_GAN: 3.621 G_L1: 5.451 D_real: 0.024 D_fake: 0.340 +(epoch: 14, iters: 11992, time: 0.305, data: 0.015) G_GAN: 4.001 G_L1: 4.661 D_real: 0.004 D_fake: 0.194 +(epoch: 14, iters: 12092, time: 0.303, data: 0.018) G_GAN: 2.824 G_L1: 3.534 D_real: 0.349 D_fake: 0.410 +(epoch: 14, iters: 12192, time: 0.397, data: 0.017) G_GAN: 3.594 G_L1: 5.123 D_real: 0.074 D_fake: 0.157 +(epoch: 14, iters: 12292, time: 0.308, data: 0.018) G_GAN: 3.010 G_L1: 5.406 D_real: 0.011 D_fake: 0.197 +(epoch: 14, iters: 12392, time: 0.290, data: 0.018) G_GAN: 5.112 G_L1: 5.882 D_real: 0.141 D_fake: 0.011 +(epoch: 14, iters: 12492, time: 0.304, data: 0.016) G_GAN: 3.717 G_L1: 4.546 D_real: 0.368 D_fake: 0.030 +(epoch: 14, iters: 12592, time: 0.412, data: 0.019) G_GAN: 1.971 G_L1: 4.583 D_real: 0.130 D_fake: 0.307 +(epoch: 14, iters: 12692, time: 0.291, data: 0.024) G_GAN: 2.584 G_L1: 3.674 D_real: 0.190 D_fake: 0.383 +(epoch: 14, iters: 12792, time: 0.297, data: 0.016) G_GAN: 3.029 G_L1: 5.020 D_real: 0.015 D_fake: 0.304 +(epoch: 14, iters: 12892, time: 0.293, data: 0.017) G_GAN: 2.789 G_L1: 3.585 D_real: 0.025 D_fake: 0.201 +(epoch: 14, iters: 12992, time: 0.402, data: 0.016) G_GAN: 3.806 G_L1: 3.857 D_real: 0.005 D_fake: 0.069 +(epoch: 14, iters: 13092, time: 0.301, data: 0.018) G_GAN: 4.430 G_L1: 5.678 D_real: 0.138 D_fake: 0.102 +(epoch: 14, iters: 13192, time: 0.293, data: 0.017) G_GAN: 4.044 G_L1: 5.216 D_real: 0.217 D_fake: 0.266 +(epoch: 14, iters: 13292, time: 0.300, data: 0.017) G_GAN: 1.721 G_L1: 3.511 D_real: 0.206 D_fake: 0.227 +(epoch: 14, iters: 13392, time: 0.409, data: 0.017) G_GAN: 2.364 G_L1: 4.305 D_real: 0.134 D_fake: 0.417 +(epoch: 14, iters: 13492, time: 0.293, data: 0.019) G_GAN: 4.866 G_L1: 7.165 D_real: 0.025 D_fake: 0.081 +(epoch: 14, iters: 13592, time: 0.279, data: 0.017) G_GAN: 4.431 G_L1: 4.223 D_real: 0.010 D_fake: 0.091 +(epoch: 14, iters: 13692, time: 0.287, data: 0.015) G_GAN: 2.806 G_L1: 8.442 D_real: 0.078 D_fake: 0.229 +(epoch: 14, iters: 13792, time: 0.546, data: 0.016) G_GAN: 2.352 G_L1: 3.743 D_real: 0.823 D_fake: 0.107 +(epoch: 14, iters: 13892, time: 0.301, data: 0.016) G_GAN: 3.700 G_L1: 5.246 D_real: 0.116 D_fake: 0.237 +(epoch: 14, iters: 13992, time: 0.288, data: 0.017) G_GAN: 2.845 G_L1: 4.572 D_real: 0.090 D_fake: 0.921 +(epoch: 14, iters: 14092, time: 0.296, data: 0.020) G_GAN: 2.534 G_L1: 3.735 D_real: 0.033 D_fake: 0.275 +(epoch: 14, iters: 14192, time: 0.409, data: 0.017) G_GAN: 2.540 G_L1: 7.024 D_real: 0.002 D_fake: 0.996 +(epoch: 14, iters: 14292, time: 0.299, data: 0.018) G_GAN: 4.444 G_L1: 5.343 D_real: 0.460 D_fake: 1.280 +(epoch: 14, iters: 14392, time: 0.294, data: 0.018) G_GAN: 2.608 G_L1: 3.361 D_real: 0.093 D_fake: 0.260 +(epoch: 14, iters: 14492, time: 0.299, data: 0.017) G_GAN: 3.397 G_L1: 4.042 D_real: 0.011 D_fake: 0.284 +(epoch: 14, iters: 14592, time: 0.406, data: 0.021) G_GAN: 3.584 G_L1: 4.717 D_real: 0.027 D_fake: 0.238 +(epoch: 14, iters: 14692, time: 0.300, data: 0.019) G_GAN: 1.998 G_L1: 4.039 D_real: 0.689 D_fake: 0.095 +(epoch: 14, iters: 14792, time: 0.299, data: 0.018) G_GAN: 2.845 G_L1: 4.585 D_real: 0.046 D_fake: 0.261 +(epoch: 14, iters: 14892, time: 0.301, data: 0.019) G_GAN: 1.453 G_L1: 3.494 D_real: 0.193 D_fake: 0.346 +(epoch: 14, iters: 14992, time: 0.418, data: 0.021) G_GAN: 3.369 G_L1: 2.979 D_real: 0.143 D_fake: 0.108 +(epoch: 14, iters: 15092, time: 0.300, data: 0.020) G_GAN: 3.030 G_L1: 4.886 D_real: 0.089 D_fake: 0.240 +(epoch: 14, iters: 15192, time: 0.300, data: 0.017) G_GAN: 2.583 G_L1: 5.391 D_real: 0.051 D_fake: 0.701 +(epoch: 14, iters: 15292, time: 0.303, data: 0.017) G_GAN: 2.456 G_L1: 4.440 D_real: 0.021 D_fake: 0.206 +(epoch: 14, iters: 15392, time: 0.422, data: 0.020) G_GAN: 3.787 G_L1: 5.965 D_real: 0.005 D_fake: 0.253 +(epoch: 14, iters: 15492, time: 0.304, data: 0.018) G_GAN: 3.731 G_L1: 3.082 D_real: 0.080 D_fake: 0.146 +(epoch: 14, iters: 15592, time: 0.303, data: 0.018) G_GAN: 3.089 G_L1: 4.252 D_real: 0.168 D_fake: 0.542 +(epoch: 14, iters: 15692, time: 0.297, data: 0.018) G_GAN: 1.144 G_L1: 5.272 D_real: 0.972 D_fake: 0.157 +(epoch: 14, iters: 15792, time: 0.496, data: 0.017) G_GAN: 1.853 G_L1: 3.483 D_real: 0.031 D_fake: 1.051 +(epoch: 14, iters: 15892, time: 0.302, data: 0.019) G_GAN: 1.932 G_L1: 3.601 D_real: 0.305 D_fake: 0.309 +(epoch: 14, iters: 15992, time: 0.297, data: 0.017) G_GAN: 1.835 G_L1: 3.078 D_real: 0.397 D_fake: 0.237 +(epoch: 14, iters: 16092, time: 0.303, data: 0.016) G_GAN: 1.677 G_L1: 3.446 D_real: 0.068 D_fake: 0.502 +(epoch: 14, iters: 16192, time: 0.416, data: 0.017) G_GAN: 3.031 G_L1: 5.630 D_real: 0.024 D_fake: 0.186 +(epoch: 14, iters: 16292, time: 0.296, data: 0.018) G_GAN: 2.966 G_L1: 4.121 D_real: 0.001 D_fake: 0.661 +(epoch: 14, iters: 16392, time: 0.295, data: 0.016) G_GAN: 3.600 G_L1: 5.044 D_real: 0.025 D_fake: 0.034 +(epoch: 14, iters: 16492, time: 0.294, data: 0.017) G_GAN: 2.571 G_L1: 3.803 D_real: 0.408 D_fake: 0.150 +(epoch: 14, iters: 16592, time: 0.417, data: 0.018) G_GAN: 2.645 G_L1: 4.186 D_real: 0.515 D_fake: 0.076 +(epoch: 14, iters: 16692, time: 0.306, data: 0.019) G_GAN: 2.029 G_L1: 3.453 D_real: 0.124 D_fake: 0.648 +(epoch: 14, iters: 16792, time: 0.298, data: 0.020) G_GAN: 3.413 G_L1: 5.751 D_real: 0.304 D_fake: 0.084 +(epoch: 14, iters: 16892, time: 0.303, data: 0.017) G_GAN: 1.374 G_L1: 4.431 D_real: 0.598 D_fake: 0.712 +(epoch: 14, iters: 16992, time: 0.421, data: 0.022) G_GAN: 1.615 G_L1: 3.308 D_real: 0.109 D_fake: 1.008 +(epoch: 14, iters: 17092, time: 0.301, data: 0.019) G_GAN: 2.897 G_L1: 4.557 D_real: 0.178 D_fake: 0.131 +(epoch: 14, iters: 17192, time: 0.298, data: 0.019) G_GAN: 3.912 G_L1: 5.930 D_real: 0.106 D_fake: 0.057 +(epoch: 14, iters: 17292, time: 0.290, data: 0.018) G_GAN: 3.430 G_L1: 3.624 D_real: 0.362 D_fake: 0.376 +(epoch: 14, iters: 17392, time: 0.419, data: 0.020) G_GAN: 3.217 G_L1: 6.337 D_real: 0.295 D_fake: 0.443 +(epoch: 14, iters: 17492, time: 0.296, data: 0.018) G_GAN: 4.970 G_L1: 6.333 D_real: 0.019 D_fake: 0.743 +(epoch: 14, iters: 17592, time: 0.298, data: 0.026) G_GAN: 4.049 G_L1: 4.774 D_real: 0.461 D_fake: 0.063 +(epoch: 14, iters: 17692, time: 0.297, data: 0.017) G_GAN: 2.358 G_L1: 3.875 D_real: 0.020 D_fake: 0.313 +(epoch: 14, iters: 17792, time: 0.543, data: 0.017) G_GAN: 4.500 G_L1: 4.464 D_real: 0.197 D_fake: 0.032 +(epoch: 14, iters: 17892, time: 0.301, data: 0.017) G_GAN: 3.398 G_L1: 5.953 D_real: 0.006 D_fake: 0.742 +(epoch: 14, iters: 17992, time: 0.294, data: 0.022) G_GAN: 1.956 G_L1: 7.752 D_real: 0.485 D_fake: 0.338 +(epoch: 14, iters: 18092, time: 0.254, data: 0.016) G_GAN: 3.239 G_L1: 4.804 D_real: 0.002 D_fake: 0.713 +(epoch: 14, iters: 18192, time: 0.415, data: 0.014) G_GAN: 2.309 G_L1: 4.060 D_real: 0.209 D_fake: 0.716 +(epoch: 14, iters: 18292, time: 0.303, data: 0.018) G_GAN: 4.400 G_L1: 4.995 D_real: 0.021 D_fake: 0.842 +(epoch: 14, iters: 18392, time: 0.291, data: 0.018) G_GAN: 3.302 G_L1: 5.963 D_real: 0.167 D_fake: 0.410 +(epoch: 14, iters: 18492, time: 0.294, data: 0.020) G_GAN: 2.888 G_L1: 3.888 D_real: 0.100 D_fake: 0.481 +(epoch: 14, iters: 18592, time: 0.421, data: 0.017) G_GAN: 5.117 G_L1: 5.301 D_real: 0.451 D_fake: 0.136 +(epoch: 14, iters: 18692, time: 0.303, data: 0.019) G_GAN: 2.736 G_L1: 3.756 D_real: 0.096 D_fake: 0.435 +(epoch: 14, iters: 18792, time: 0.303, data: 0.017) G_GAN: 2.925 G_L1: 3.263 D_real: 0.120 D_fake: 0.054 +(epoch: 14, iters: 18892, time: 0.293, data: 0.020) G_GAN: 2.951 G_L1: 4.039 D_real: 0.015 D_fake: 0.091 +(epoch: 14, iters: 18992, time: 0.383, data: 0.024) G_GAN: 1.805 G_L1: 5.444 D_real: 0.001 D_fake: 0.469 +(epoch: 14, iters: 19092, time: 0.306, data: 0.019) G_GAN: 3.042 G_L1: 4.005 D_real: 0.013 D_fake: 0.182 +(epoch: 14, iters: 19192, time: 0.299, data: 0.018) G_GAN: 1.423 G_L1: 3.360 D_real: 0.454 D_fake: 0.287 +(epoch: 14, iters: 19292, time: 0.298, data: 0.017) G_GAN: 3.331 G_L1: 5.009 D_real: 0.029 D_fake: 1.170 +(epoch: 14, iters: 19392, time: 0.399, data: 0.018) G_GAN: 2.840 G_L1: 3.436 D_real: 0.012 D_fake: 0.699 +(epoch: 14, iters: 19492, time: 0.299, data: 0.018) G_GAN: 2.717 G_L1: 6.425 D_real: 0.028 D_fake: 0.334 +(epoch: 14, iters: 19592, time: 0.297, data: 0.017) G_GAN: 3.016 G_L1: 4.990 D_real: 0.021 D_fake: 0.463 +(epoch: 14, iters: 19692, time: 0.302, data: 0.023) G_GAN: 3.227 G_L1: 4.478 D_real: 0.013 D_fake: 0.758 +(epoch: 14, iters: 19792, time: 0.555, data: 0.022) G_GAN: 3.588 G_L1: 6.817 D_real: 0.006 D_fake: 0.426 +(epoch: 14, iters: 19892, time: 0.301, data: 0.020) G_GAN: 2.258 G_L1: 5.019 D_real: 0.096 D_fake: 0.861 +(epoch: 14, iters: 19992, time: 0.298, data: 0.017) G_GAN: 3.194 G_L1: 2.863 D_real: 0.025 D_fake: 0.664 +(epoch: 14, iters: 20092, time: 0.297, data: 0.022) G_GAN: 2.681 G_L1: 5.294 D_real: 0.001 D_fake: 0.504 +(epoch: 14, iters: 20192, time: 0.416, data: 0.018) G_GAN: 1.861 G_L1: 4.219 D_real: 0.023 D_fake: 0.803 +(epoch: 14, iters: 20292, time: 0.306, data: 0.024) G_GAN: 2.384 G_L1: 4.596 D_real: 0.262 D_fake: 1.121 +(epoch: 14, iters: 20392, time: 0.296, data: 0.023) G_GAN: 3.438 G_L1: 3.469 D_real: 0.002 D_fake: 0.738 +(epoch: 14, iters: 20492, time: 0.291, data: 0.016) G_GAN: 4.331 G_L1: 4.570 D_real: 0.314 D_fake: 0.033 +(epoch: 14, iters: 20592, time: 0.423, data: 0.016) G_GAN: 3.614 G_L1: 4.393 D_real: 0.238 D_fake: 0.114 +(epoch: 14, iters: 20692, time: 0.299, data: 0.019) G_GAN: 3.743 G_L1: 7.944 D_real: 0.043 D_fake: 0.131 +(epoch: 14, iters: 20792, time: 0.305, data: 0.018) G_GAN: 2.708 G_L1: 4.743 D_real: 0.313 D_fake: 0.456 +(epoch: 14, iters: 20892, time: 0.293, data: 0.023) G_GAN: 2.612 G_L1: 4.068 D_real: 0.018 D_fake: 0.220 +(epoch: 14, iters: 20992, time: 0.427, data: 0.018) G_GAN: 3.506 G_L1: 3.916 D_real: 0.029 D_fake: 0.185 +(epoch: 14, iters: 21092, time: 0.293, data: 0.018) G_GAN: 1.648 G_L1: 3.471 D_real: 0.352 D_fake: 0.233 +(epoch: 14, iters: 21192, time: 0.302, data: 0.016) G_GAN: 2.566 G_L1: 4.521 D_real: 0.136 D_fake: 0.158 +(epoch: 14, iters: 21292, time: 0.301, data: 0.017) G_GAN: 2.878 G_L1: 5.308 D_real: 0.863 D_fake: 0.012 +(epoch: 14, iters: 21392, time: 0.395, data: 0.022) G_GAN: 4.545 G_L1: 4.842 D_real: 0.030 D_fake: 0.156 +(epoch: 14, iters: 21492, time: 0.297, data: 0.019) G_GAN: 2.098 G_L1: 5.772 D_real: 0.026 D_fake: 0.253 +(epoch: 14, iters: 21592, time: 0.298, data: 0.020) G_GAN: 2.679 G_L1: 11.048 D_real: 0.558 D_fake: 0.129 +(epoch: 14, iters: 21692, time: 0.302, data: 0.018) G_GAN: 2.340 G_L1: 3.518 D_real: 0.015 D_fake: 0.301 +(epoch: 14, iters: 21792, time: 0.529, data: 0.017) G_GAN: 2.749 G_L1: 3.000 D_real: 0.026 D_fake: 0.099 +(epoch: 14, iters: 21892, time: 0.296, data: 0.019) G_GAN: 3.476 G_L1: 3.576 D_real: 0.116 D_fake: 0.127 +(epoch: 14, iters: 21992, time: 0.297, data: 0.017) G_GAN: 3.186 G_L1: 3.596 D_real: 0.184 D_fake: 0.107 +(epoch: 14, iters: 22092, time: 0.302, data: 0.017) G_GAN: 2.625 G_L1: 3.687 D_real: 0.004 D_fake: 0.319 +(epoch: 14, iters: 22192, time: 0.409, data: 0.017) G_GAN: 3.042 G_L1: 3.493 D_real: 0.058 D_fake: 0.446 +(epoch: 14, iters: 22292, time: 0.298, data: 0.019) G_GAN: 3.649 G_L1: 6.249 D_real: 0.025 D_fake: 0.508 +(epoch: 14, iters: 22392, time: 0.299, data: 0.017) G_GAN: 2.623 G_L1: 4.390 D_real: 0.023 D_fake: 0.305 +(epoch: 14, iters: 22492, time: 0.294, data: 0.016) G_GAN: 3.967 G_L1: 5.685 D_real: 0.086 D_fake: 0.146 +(epoch: 14, iters: 22592, time: 0.415, data: 0.018) G_GAN: 2.409 G_L1: 3.967 D_real: 0.428 D_fake: 0.082 +(epoch: 14, iters: 22692, time: 0.304, data: 0.018) G_GAN: 4.312 G_L1: 4.153 D_real: 0.112 D_fake: 0.071 +(epoch: 14, iters: 22792, time: 0.303, data: 0.019) G_GAN: 3.859 G_L1: 2.855 D_real: 0.187 D_fake: 0.190 +(epoch: 14, iters: 22892, time: 0.295, data: 0.017) G_GAN: 2.947 G_L1: 3.945 D_real: 0.094 D_fake: 0.099 +(epoch: 14, iters: 22992, time: 0.382, data: 0.017) G_GAN: 3.630 G_L1: 5.925 D_real: 0.127 D_fake: 0.314 +(epoch: 14, iters: 23092, time: 0.300, data: 0.020) G_GAN: 2.185 G_L1: 2.890 D_real: 0.183 D_fake: 0.341 +(epoch: 14, iters: 23192, time: 0.301, data: 0.022) G_GAN: 2.181 G_L1: 4.024 D_real: 0.350 D_fake: 0.200 +(epoch: 14, iters: 23292, time: 0.302, data: 0.018) G_GAN: 2.244 G_L1: 5.214 D_real: 0.422 D_fake: 0.403 +(epoch: 14, iters: 23392, time: 0.394, data: 0.017) G_GAN: 2.557 G_L1: 3.617 D_real: 0.141 D_fake: 0.353 +(epoch: 14, iters: 23492, time: 0.303, data: 0.019) G_GAN: 3.525 G_L1: 3.374 D_real: 0.112 D_fake: 0.241 +(epoch: 14, iters: 23592, time: 0.308, data: 0.017) G_GAN: 4.572 G_L1: 5.620 D_real: 0.043 D_fake: 0.055 +(epoch: 14, iters: 23692, time: 0.303, data: 0.022) G_GAN: 2.741 G_L1: 4.027 D_real: 0.003 D_fake: 0.429 +(epoch: 14, iters: 23792, time: 0.543, data: 0.017) G_GAN: 3.819 G_L1: 3.428 D_real: 0.070 D_fake: 0.138 +(epoch: 14, iters: 23892, time: 0.297, data: 0.017) G_GAN: 3.983 G_L1: 5.103 D_real: 0.060 D_fake: 0.112 +(epoch: 14, iters: 23992, time: 0.305, data: 0.019) G_GAN: 2.933 G_L1: 5.031 D_real: 0.116 D_fake: 0.243 +(epoch: 14, iters: 24092, time: 0.294, data: 0.018) G_GAN: 3.086 G_L1: 3.565 D_real: 0.137 D_fake: 0.277 +(epoch: 14, iters: 24192, time: 0.410, data: 0.015) G_GAN: 2.508 G_L1: 5.225 D_real: 0.002 D_fake: 0.112 +(epoch: 14, iters: 24292, time: 0.289, data: 0.019) G_GAN: 3.095 G_L1: 3.628 D_real: 0.003 D_fake: 0.316 +(epoch: 14, iters: 24392, time: 0.295, data: 0.018) G_GAN: 3.873 G_L1: 4.344 D_real: 0.045 D_fake: 0.582 +(epoch: 14, iters: 24492, time: 0.301, data: 0.017) G_GAN: 3.591 G_L1: 4.737 D_real: 0.007 D_fake: 0.428 +(epoch: 14, iters: 24592, time: 0.423, data: 0.022) G_GAN: 1.892 G_L1: 8.625 D_real: 0.482 D_fake: 0.382 +(epoch: 14, iters: 24692, time: 0.294, data: 0.019) G_GAN: 3.665 G_L1: 4.171 D_real: 0.094 D_fake: 0.114 +(epoch: 14, iters: 24792, time: 0.300, data: 0.017) G_GAN: 3.794 G_L1: 5.605 D_real: 0.068 D_fake: 0.034 +(epoch: 14, iters: 24892, time: 0.293, data: 0.020) G_GAN: 3.652 G_L1: 5.767 D_real: 0.002 D_fake: 0.234 +(epoch: 14, iters: 24992, time: 0.410, data: 0.016) G_GAN: 5.290 G_L1: 6.542 D_real: 0.079 D_fake: 0.843 +(epoch: 14, iters: 25092, time: 0.293, data: 0.018) G_GAN: 3.295 G_L1: 4.655 D_real: 0.017 D_fake: 0.200 +(epoch: 14, iters: 25192, time: 0.290, data: 0.017) G_GAN: 2.506 G_L1: 7.248 D_real: 0.002 D_fake: 0.296 +(epoch: 14, iters: 25292, time: 0.302, data: 0.016) G_GAN: 3.006 G_L1: 3.778 D_real: 0.014 D_fake: 0.400 +(epoch: 14, iters: 25392, time: 0.420, data: 0.016) G_GAN: 3.025 G_L1: 5.149 D_real: 0.030 D_fake: 0.557 +(epoch: 14, iters: 25492, time: 0.294, data: 0.019) G_GAN: 3.392 G_L1: 4.249 D_real: 0.007 D_fake: 1.024 +(epoch: 14, iters: 25592, time: 0.303, data: 0.016) G_GAN: 2.636 G_L1: 3.376 D_real: 0.114 D_fake: 0.143 +(epoch: 14, iters: 25692, time: 0.279, data: 0.019) G_GAN: 3.032 G_L1: 6.254 D_real: 0.023 D_fake: 0.107 +(epoch: 14, iters: 25792, time: 0.539, data: 0.019) G_GAN: 1.593 G_L1: 4.324 D_real: 0.581 D_fake: 0.166 +(epoch: 14, iters: 25892, time: 0.294, data: 0.019) G_GAN: 3.434 G_L1: 5.566 D_real: 0.011 D_fake: 0.091 +(epoch: 14, iters: 25992, time: 0.292, data: 0.014) G_GAN: 1.764 G_L1: 4.209 D_real: 0.349 D_fake: 0.166 +(epoch: 14, iters: 26092, time: 0.297, data: 0.021) G_GAN: 2.681 G_L1: 5.362 D_real: 0.719 D_fake: 0.036 +(epoch: 14, iters: 26192, time: 0.416, data: 0.020) G_GAN: 2.114 G_L1: 4.203 D_real: 0.122 D_fake: 0.427 +(epoch: 14, iters: 26292, time: 0.293, data: 0.021) G_GAN: 2.134 G_L1: 3.869 D_real: 0.208 D_fake: 0.097 +(epoch: 14, iters: 26392, time: 0.296, data: 0.019) G_GAN: 2.855 G_L1: 6.391 D_real: 0.101 D_fake: 0.616 +(epoch: 14, iters: 26492, time: 0.292, data: 0.021) G_GAN: 2.761 G_L1: 4.604 D_real: 0.055 D_fake: 0.496 +(epoch: 14, iters: 26592, time: 0.425, data: 0.017) G_GAN: 2.904 G_L1: 5.489 D_real: 0.013 D_fake: 0.455 +(epoch: 14, iters: 26692, time: 0.301, data: 0.019) G_GAN: 2.941 G_L1: 5.896 D_real: 0.049 D_fake: 0.287 +(epoch: 14, iters: 26792, time: 0.293, data: 0.019) G_GAN: 1.921 G_L1: 3.909 D_real: 0.281 D_fake: 0.198 +(epoch: 14, iters: 26892, time: 0.293, data: 0.027) G_GAN: 2.007 G_L1: 4.967 D_real: 0.384 D_fake: 0.095 +(epoch: 14, iters: 26992, time: 0.410, data: 0.016) G_GAN: 3.916 G_L1: 5.139 D_real: 0.186 D_fake: 0.203 +(epoch: 14, iters: 27092, time: 0.294, data: 0.020) G_GAN: 3.087 G_L1: 5.977 D_real: 0.003 D_fake: 0.540 +(epoch: 14, iters: 27192, time: 0.302, data: 0.016) G_GAN: 2.419 G_L1: 3.503 D_real: 0.015 D_fake: 0.297 +(epoch: 14, iters: 27292, time: 0.293, data: 0.020) G_GAN: 3.105 G_L1: 5.274 D_real: 0.084 D_fake: 0.715 +(epoch: 14, iters: 27392, time: 0.419, data: 0.020) G_GAN: 4.029 G_L1: 3.596 D_real: 0.132 D_fake: 0.043 +(epoch: 14, iters: 27492, time: 0.294, data: 0.022) G_GAN: 2.348 G_L1: 3.881 D_real: 0.156 D_fake: 0.336 +(epoch: 14, iters: 27592, time: 0.303, data: 0.016) G_GAN: 2.353 G_L1: 5.229 D_real: 0.297 D_fake: 0.109 +(epoch: 14, iters: 27692, time: 0.299, data: 0.017) G_GAN: 2.679 G_L1: 3.889 D_real: 0.094 D_fake: 0.326 +(epoch: 14, iters: 27792, time: 0.545, data: 0.015) G_GAN: 3.376 G_L1: 4.923 D_real: 0.048 D_fake: 0.186 +(epoch: 14, iters: 27892, time: 0.297, data: 0.019) G_GAN: 3.392 G_L1: 4.477 D_real: 0.004 D_fake: 0.804 +(epoch: 14, iters: 27992, time: 0.299, data: 0.019) G_GAN: 3.468 G_L1: 2.844 D_real: 0.111 D_fake: 0.149 +(epoch: 14, iters: 28092, time: 0.301, data: 0.019) G_GAN: 3.616 G_L1: 3.635 D_real: 0.054 D_fake: 0.119 +(epoch: 14, iters: 28192, time: 0.398, data: 0.022) G_GAN: 3.608 G_L1: 4.591 D_real: 0.015 D_fake: 0.281 +(epoch: 14, iters: 28292, time: 0.294, data: 0.021) G_GAN: 2.986 G_L1: 4.706 D_real: 0.211 D_fake: 0.128 +(epoch: 14, iters: 28392, time: 0.294, data: 0.017) G_GAN: 4.701 G_L1: 4.354 D_real: 0.026 D_fake: 0.226 +(epoch: 14, iters: 28492, time: 0.287, data: 0.021) G_GAN: 2.604 G_L1: 3.590 D_real: 0.122 D_fake: 0.568 +(epoch: 14, iters: 28592, time: 0.414, data: 0.016) G_GAN: 3.357 G_L1: 3.533 D_real: 0.237 D_fake: 0.064 +(epoch: 14, iters: 28692, time: 0.298, data: 0.018) G_GAN: 2.740 G_L1: 3.215 D_real: 0.030 D_fake: 0.430 +(epoch: 14, iters: 28792, time: 0.302, data: 0.018) G_GAN: 3.599 G_L1: 4.730 D_real: 0.004 D_fake: 0.145 +(epoch: 14, iters: 28892, time: 0.298, data: 0.016) G_GAN: 1.994 G_L1: 4.350 D_real: 0.247 D_fake: 0.144 +(epoch: 14, iters: 28992, time: 0.419, data: 0.016) G_GAN: 4.674 G_L1: 6.906 D_real: 0.023 D_fake: 0.056 +(epoch: 14, iters: 29092, time: 0.299, data: 0.019) G_GAN: 4.400 G_L1: 4.596 D_real: 0.003 D_fake: 0.656 +(epoch: 14, iters: 29192, time: 0.300, data: 0.017) G_GAN: 2.549 G_L1: 3.924 D_real: 0.044 D_fake: 0.278 +(epoch: 14, iters: 29292, time: 0.297, data: 0.018) G_GAN: 2.561 G_L1: 4.366 D_real: 1.066 D_fake: 0.054 +(epoch: 14, iters: 29392, time: 0.412, data: 0.017) G_GAN: 2.629 G_L1: 4.664 D_real: 0.022 D_fake: 0.479 +(epoch: 14, iters: 29492, time: 0.299, data: 0.016) G_GAN: 2.810 G_L1: 2.714 D_real: 0.012 D_fake: 0.168 +(epoch: 14, iters: 29592, time: 0.291, data: 0.018) G_GAN: 3.860 G_L1: 3.957 D_real: 0.384 D_fake: 0.084 +(epoch: 14, iters: 29692, time: 0.288, data: 0.016) G_GAN: 3.796 G_L1: 5.054 D_real: 0.054 D_fake: 0.214 +(epoch: 14, iters: 29792, time: 0.527, data: 0.016) G_GAN: 2.080 G_L1: 3.608 D_real: 0.019 D_fake: 0.735 +(epoch: 14, iters: 29892, time: 0.299, data: 0.019) G_GAN: 2.023 G_L1: 3.913 D_real: 0.247 D_fake: 0.130 +(epoch: 14, iters: 29992, time: 0.299, data: 0.017) G_GAN: 3.229 G_L1: 4.562 D_real: 0.004 D_fake: 0.262 +(epoch: 14, iters: 30092, time: 0.303, data: 0.018) G_GAN: 2.871 G_L1: 6.296 D_real: 0.087 D_fake: 0.070 +(epoch: 14, iters: 30192, time: 0.414, data: 0.016) G_GAN: 3.063 G_L1: 4.555 D_real: 0.289 D_fake: 0.344 +(epoch: 14, iters: 30292, time: 0.306, data: 0.021) G_GAN: 3.994 G_L1: 5.619 D_real: 0.078 D_fake: 0.074 +(epoch: 14, iters: 30392, time: 0.305, data: 0.017) G_GAN: 3.341 G_L1: 3.171 D_real: 0.103 D_fake: 0.368 +(epoch: 14, iters: 30492, time: 0.292, data: 0.018) G_GAN: 2.200 G_L1: 3.190 D_real: 0.197 D_fake: 0.249 +(epoch: 14, iters: 30592, time: 0.405, data: 0.016) G_GAN: 3.309 G_L1: 4.075 D_real: 0.002 D_fake: 0.171 +(epoch: 14, iters: 30692, time: 0.302, data: 0.019) G_GAN: 2.926 G_L1: 4.150 D_real: 0.013 D_fake: 0.709 +(epoch: 14, iters: 30792, time: 0.293, data: 0.022) G_GAN: 2.865 G_L1: 5.979 D_real: 0.013 D_fake: 0.303 +(epoch: 14, iters: 30892, time: 0.300, data: 0.018) G_GAN: 2.599 G_L1: 3.964 D_real: 0.164 D_fake: 0.165 +(epoch: 14, iters: 30992, time: 0.414, data: 0.023) G_GAN: 3.098 G_L1: 3.104 D_real: 0.103 D_fake: 0.175 +(epoch: 14, iters: 31092, time: 0.297, data: 0.019) G_GAN: 2.095 G_L1: 4.291 D_real: 0.081 D_fake: 0.137 +(epoch: 14, iters: 31192, time: 0.297, data: 0.021) G_GAN: 3.250 G_L1: 4.139 D_real: 0.003 D_fake: 0.255 +(epoch: 14, iters: 31292, time: 0.297, data: 0.019) G_GAN: 2.913 G_L1: 6.927 D_real: 0.013 D_fake: 0.514 +(epoch: 14, iters: 31392, time: 0.414, data: 0.019) G_GAN: 3.471 G_L1: 3.342 D_real: 0.095 D_fake: 0.041 +(epoch: 14, iters: 31492, time: 0.298, data: 0.019) G_GAN: 3.155 G_L1: 6.274 D_real: 0.731 D_fake: 0.040 +(epoch: 14, iters: 31592, time: 0.299, data: 0.017) G_GAN: 2.174 G_L1: 4.750 D_real: 0.008 D_fake: 0.198 +(epoch: 14, iters: 31692, time: 0.300, data: 0.022) G_GAN: 2.852 G_L1: 5.756 D_real: 0.022 D_fake: 0.790 +(epoch: 14, iters: 31792, time: 0.539, data: 0.020) G_GAN: 5.004 G_L1: 5.324 D_real: 0.039 D_fake: 1.335 +(epoch: 14, iters: 31892, time: 0.302, data: 0.018) G_GAN: 2.719 G_L1: 4.356 D_real: 0.033 D_fake: 0.277 +(epoch: 14, iters: 31992, time: 0.305, data: 0.017) G_GAN: 3.694 G_L1: 7.478 D_real: 0.114 D_fake: 0.139 +(epoch: 14, iters: 32092, time: 0.300, data: 0.017) G_GAN: 3.372 G_L1: 4.336 D_real: 0.039 D_fake: 0.167 +(epoch: 14, iters: 32192, time: 0.386, data: 0.018) G_GAN: 2.496 G_L1: 7.299 D_real: 0.245 D_fake: 0.352 +(epoch: 14, iters: 32292, time: 0.297, data: 0.018) G_GAN: 1.945 G_L1: 4.461 D_real: 0.077 D_fake: 0.810 +(epoch: 14, iters: 32392, time: 0.298, data: 0.022) G_GAN: 2.923 G_L1: 3.574 D_real: 0.002 D_fake: 0.407 +(epoch: 14, iters: 32492, time: 0.305, data: 0.020) G_GAN: 3.379 G_L1: 6.086 D_real: 0.196 D_fake: 0.092 +(epoch: 14, iters: 32592, time: 0.420, data: 0.017) G_GAN: 2.962 G_L1: 5.992 D_real: 0.048 D_fake: 1.128 +(epoch: 14, iters: 32692, time: 0.295, data: 0.019) G_GAN: 3.167 G_L1: 3.284 D_real: 0.014 D_fake: 0.605 +(epoch: 14, iters: 32792, time: 0.293, data: 0.016) G_GAN: 2.826 G_L1: 4.164 D_real: 0.273 D_fake: 0.050 +(epoch: 14, iters: 32892, time: 0.301, data: 0.017) G_GAN: 3.488 G_L1: 6.019 D_real: 0.007 D_fake: 0.168 +(epoch: 14, iters: 32992, time: 0.421, data: 0.017) G_GAN: 2.971 G_L1: 3.871 D_real: 0.429 D_fake: 0.148 +(epoch: 14, iters: 33092, time: 0.288, data: 0.019) G_GAN: 2.052 G_L1: 3.351 D_real: 0.022 D_fake: 0.168 +(epoch: 14, iters: 33192, time: 0.303, data: 0.019) G_GAN: 4.733 G_L1: 5.190 D_real: 0.067 D_fake: 0.827 +(epoch: 14, iters: 33292, time: 0.303, data: 0.020) G_GAN: 3.077 G_L1: 3.412 D_real: 0.004 D_fake: 0.395 +(epoch: 14, iters: 33392, time: 0.412, data: 0.017) G_GAN: 2.875 G_L1: 4.750 D_real: 0.051 D_fake: 0.291 +(epoch: 14, iters: 33492, time: 0.303, data: 0.019) G_GAN: 3.081 G_L1: 4.471 D_real: 0.117 D_fake: 0.271 +(epoch: 14, iters: 33592, time: 0.296, data: 0.018) G_GAN: 2.555 G_L1: 4.371 D_real: 0.412 D_fake: 0.102 +(epoch: 14, iters: 33692, time: 0.301, data: 0.016) G_GAN: 4.055 G_L1: 4.708 D_real: 0.041 D_fake: 0.148 +(epoch: 14, iters: 33792, time: 0.549, data: 0.017) G_GAN: 2.866 G_L1: 3.672 D_real: 0.216 D_fake: 0.187 +(epoch: 14, iters: 33892, time: 0.294, data: 0.019) G_GAN: 2.585 G_L1: 3.043 D_real: 0.005 D_fake: 0.408 +(epoch: 14, iters: 33992, time: 0.304, data: 0.020) G_GAN: 2.437 G_L1: 4.301 D_real: 0.006 D_fake: 1.202 +(epoch: 14, iters: 34092, time: 0.301, data: 0.023) G_GAN: 2.966 G_L1: 3.685 D_real: 0.022 D_fake: 0.458 +(epoch: 14, iters: 34192, time: 0.420, data: 0.021) G_GAN: 1.710 G_L1: 4.905 D_real: 0.076 D_fake: 0.193 +(epoch: 14, iters: 34292, time: 0.289, data: 0.019) G_GAN: 2.561 G_L1: 4.158 D_real: 0.083 D_fake: 0.384 +(epoch: 14, iters: 34392, time: 0.299, data: 0.016) G_GAN: 1.612 G_L1: 4.406 D_real: 0.003 D_fake: 0.893 +(epoch: 14, iters: 34492, time: 0.294, data: 0.021) G_GAN: 2.542 G_L1: 4.534 D_real: 0.015 D_fake: 0.475 +(epoch: 14, iters: 34592, time: 0.416, data: 0.016) G_GAN: 3.508 G_L1: 3.753 D_real: 0.091 D_fake: 0.136 +(epoch: 14, iters: 34692, time: 0.304, data: 0.020) G_GAN: 3.687 G_L1: 7.517 D_real: 0.807 D_fake: 0.065 +(epoch: 14, iters: 34792, time: 0.303, data: 0.021) G_GAN: 1.401 G_L1: 3.089 D_real: 0.182 D_fake: 0.313 +(epoch: 14, iters: 34892, time: 0.296, data: 0.019) G_GAN: 2.242 G_L1: 6.301 D_real: 0.002 D_fake: 0.266 +(epoch: 14, iters: 34992, time: 0.415, data: 0.020) G_GAN: 2.554 G_L1: 5.489 D_real: 0.107 D_fake: 0.338 +(epoch: 14, iters: 35092, time: 0.305, data: 0.017) G_GAN: 4.284 G_L1: 5.172 D_real: 0.075 D_fake: 0.093 +(epoch: 14, iters: 35192, time: 0.296, data: 0.018) G_GAN: 1.573 G_L1: 4.550 D_real: 0.551 D_fake: 0.392 +(epoch: 14, iters: 35292, time: 0.305, data: 0.017) G_GAN: 2.401 G_L1: 6.372 D_real: 0.073 D_fake: 0.613 +(epoch: 14, iters: 35392, time: 0.415, data: 0.017) G_GAN: 3.691 G_L1: 4.070 D_real: 0.221 D_fake: 0.052 +(epoch: 14, iters: 35492, time: 0.296, data: 0.021) G_GAN: 3.663 G_L1: 3.785 D_real: 0.054 D_fake: 0.150 +(epoch: 14, iters: 35592, time: 0.296, data: 0.016) G_GAN: 3.197 G_L1: 3.187 D_real: 0.062 D_fake: 0.452 +(epoch: 14, iters: 35692, time: 0.302, data: 0.016) G_GAN: 4.141 G_L1: 5.259 D_real: 0.121 D_fake: 0.379 +(epoch: 14, iters: 35792, time: 0.545, data: 0.016) G_GAN: 3.198 G_L1: 5.030 D_real: 0.356 D_fake: 0.078 +(epoch: 14, iters: 35892, time: 0.300, data: 0.018) G_GAN: 3.655 G_L1: 5.307 D_real: 0.005 D_fake: 0.120 +(epoch: 14, iters: 35992, time: 0.297, data: 0.018) G_GAN: 1.889 G_L1: 3.656 D_real: 0.420 D_fake: 0.103 +(epoch: 14, iters: 36092, time: 0.295, data: 0.017) G_GAN: 3.524 G_L1: 4.808 D_real: 0.433 D_fake: 0.032 +(epoch: 14, iters: 36192, time: 0.420, data: 0.018) G_GAN: 2.276 G_L1: 5.348 D_real: 0.000 D_fake: 0.195 +(epoch: 14, iters: 36292, time: 0.299, data: 0.021) G_GAN: 2.568 G_L1: 4.513 D_real: 0.035 D_fake: 0.294 +(epoch: 14, iters: 36392, time: 0.299, data: 0.018) G_GAN: 2.417 G_L1: 4.177 D_real: 0.319 D_fake: 0.142 +(epoch: 14, iters: 36492, time: 0.303, data: 0.018) G_GAN: 4.223 G_L1: 4.361 D_real: 0.227 D_fake: 0.190 +(epoch: 14, iters: 36592, time: 0.388, data: 0.018) G_GAN: 2.979 G_L1: 3.929 D_real: 0.184 D_fake: 0.216 +(epoch: 14, iters: 36692, time: 0.302, data: 0.020) G_GAN: 4.891 G_L1: 11.259 D_real: 0.020 D_fake: 0.808 +(epoch: 14, iters: 36792, time: 0.301, data: 0.017) G_GAN: 3.159 G_L1: 4.798 D_real: 0.047 D_fake: 1.029 +(epoch: 14, iters: 36892, time: 0.299, data: 0.019) G_GAN: 2.744 G_L1: 3.691 D_real: 0.004 D_fake: 0.312 +(epoch: 14, iters: 36992, time: 0.400, data: 0.017) G_GAN: 3.463 G_L1: 4.116 D_real: 0.029 D_fake: 0.989 +(epoch: 14, iters: 37092, time: 0.302, data: 0.019) G_GAN: 2.499 G_L1: 3.724 D_real: 0.130 D_fake: 0.433 +(epoch: 14, iters: 37192, time: 0.302, data: 0.017) G_GAN: 2.780 G_L1: 4.452 D_real: 0.362 D_fake: 0.128 +(epoch: 14, iters: 37292, time: 0.298, data: 0.020) G_GAN: 1.438 G_L1: 3.561 D_real: 0.001 D_fake: 0.141 +(epoch: 14, iters: 37392, time: 0.419, data: 0.021) G_GAN: 2.115 G_L1: 3.878 D_real: 0.227 D_fake: 0.399 +(epoch: 14, iters: 37492, time: 0.304, data: 0.019) G_GAN: 2.257 G_L1: 4.185 D_real: 0.010 D_fake: 0.491 +(epoch: 14, iters: 37592, time: 0.300, data: 0.019) G_GAN: 4.642 G_L1: 6.720 D_real: 0.029 D_fake: 0.484 +(epoch: 14, iters: 37692, time: 0.298, data: 0.020) G_GAN: 3.681 G_L1: 4.827 D_real: 0.005 D_fake: 1.462 +(epoch: 14, iters: 37792, time: 0.545, data: 0.018) G_GAN: 3.587 G_L1: 4.640 D_real: 0.024 D_fake: 1.072 +(epoch: 14, iters: 37892, time: 0.300, data: 0.022) G_GAN: 4.198 G_L1: 5.901 D_real: 0.019 D_fake: 0.207 +(epoch: 14, iters: 37992, time: 0.297, data: 0.018) G_GAN: 2.454 G_L1: 4.681 D_real: 0.083 D_fake: 0.567 +(epoch: 14, iters: 38092, time: 0.304, data: 0.017) G_GAN: 2.372 G_L1: 3.393 D_real: 0.129 D_fake: 0.150 +(epoch: 14, iters: 38192, time: 0.425, data: 0.017) G_GAN: 3.182 G_L1: 5.024 D_real: 0.387 D_fake: 0.122 +(epoch: 14, iters: 38292, time: 0.304, data: 0.018) G_GAN: 4.049 G_L1: 5.589 D_real: 0.023 D_fake: 0.069 +(epoch: 14, iters: 38392, time: 0.304, data: 0.016) G_GAN: 2.798 G_L1: 7.680 D_real: 0.199 D_fake: 0.465 +(epoch: 14, iters: 38492, time: 0.284, data: 0.017) G_GAN: 5.379 G_L1: 6.125 D_real: 0.040 D_fake: 0.342 +(epoch: 14, iters: 38592, time: 0.414, data: 0.019) G_GAN: 2.695 G_L1: 4.269 D_real: 0.003 D_fake: 0.374 +(epoch: 14, iters: 38692, time: 0.310, data: 0.019) G_GAN: 2.719 G_L1: 5.082 D_real: 0.002 D_fake: 0.248 +(epoch: 14, iters: 38792, time: 0.304, data: 0.018) G_GAN: 2.502 G_L1: 5.184 D_real: 0.049 D_fake: 0.116 +(epoch: 14, iters: 38892, time: 0.308, data: 0.022) G_GAN: 2.735 G_L1: 4.165 D_real: 0.008 D_fake: 0.261 +(epoch: 14, iters: 38992, time: 0.421, data: 0.021) G_GAN: 3.998 G_L1: 5.513 D_real: 0.047 D_fake: 0.136 +(epoch: 14, iters: 39092, time: 0.303, data: 0.019) G_GAN: 2.734 G_L1: 5.846 D_real: 0.009 D_fake: 0.927 +(epoch: 14, iters: 39192, time: 0.297, data: 0.018) G_GAN: 4.455 G_L1: 5.211 D_real: 0.011 D_fake: 0.358 +(epoch: 14, iters: 39292, time: 0.300, data: 0.016) G_GAN: 2.064 G_L1: 3.849 D_real: 0.087 D_fake: 0.629 +(epoch: 14, iters: 39392, time: 0.413, data: 0.017) G_GAN: 2.239 G_L1: 3.476 D_real: 0.303 D_fake: 0.154 +(epoch: 14, iters: 39492, time: 0.295, data: 0.020) G_GAN: 3.612 G_L1: 4.611 D_real: 0.301 D_fake: 0.072 +(epoch: 14, iters: 39592, time: 0.297, data: 0.016) G_GAN: 2.115 G_L1: 3.710 D_real: 0.218 D_fake: 0.085 +(epoch: 14, iters: 39692, time: 0.302, data: 0.022) G_GAN: 2.878 G_L1: 3.471 D_real: 0.043 D_fake: 0.294 +(epoch: 14, iters: 39792, time: 0.551, data: 0.019) G_GAN: 4.058 G_L1: 6.586 D_real: 0.022 D_fake: 0.149 +(epoch: 14, iters: 39892, time: 0.288, data: 0.019) G_GAN: 3.302 G_L1: 3.740 D_real: 0.009 D_fake: 0.208 +(epoch: 14, iters: 39992, time: 0.299, data: 0.016) G_GAN: 2.512 G_L1: 4.013 D_real: 0.732 D_fake: 0.151 +(epoch: 14, iters: 40092, time: 0.296, data: 0.024) G_GAN: 1.482 G_L1: 3.042 D_real: 0.193 D_fake: 0.191 +(epoch: 14, iters: 40192, time: 0.405, data: 0.016) G_GAN: 1.517 G_L1: 4.130 D_real: 0.183 D_fake: 0.336 +(epoch: 14, iters: 40292, time: 0.291, data: 0.016) G_GAN: 3.165 G_L1: 6.381 D_real: 0.421 D_fake: 0.038 +(epoch: 14, iters: 40392, time: 0.298, data: 0.017) G_GAN: 2.834 G_L1: 3.763 D_real: 0.441 D_fake: 0.277 +(epoch: 14, iters: 40492, time: 0.291, data: 0.017) G_GAN: 2.772 G_L1: 3.560 D_real: 0.027 D_fake: 0.255 +(epoch: 14, iters: 40592, time: 0.404, data: 0.015) G_GAN: 2.498 G_L1: 4.279 D_real: 0.008 D_fake: 0.123 +(epoch: 14, iters: 40692, time: 0.299, data: 0.017) G_GAN: 3.940 G_L1: 6.644 D_real: 0.000 D_fake: 0.882 +(epoch: 14, iters: 40792, time: 0.281, data: 0.022) G_GAN: 2.028 G_L1: 4.325 D_real: 0.194 D_fake: 0.148 +(epoch: 14, iters: 40892, time: 0.289, data: 0.014) G_GAN: 5.966 G_L1: 6.983 D_real: 0.148 D_fake: 0.469 +(epoch: 14, iters: 40992, time: 0.379, data: 0.019) G_GAN: 2.487 G_L1: 3.224 D_real: 0.005 D_fake: 0.247 +(epoch: 14, iters: 41092, time: 0.288, data: 0.018) G_GAN: 1.544 G_L1: 5.324 D_real: 0.645 D_fake: 0.324 +(epoch: 14, iters: 41192, time: 0.288, data: 0.016) G_GAN: 5.035 G_L1: 4.888 D_real: 0.115 D_fake: 0.063 +(epoch: 14, iters: 41292, time: 0.291, data: 0.015) G_GAN: 4.967 G_L1: 5.910 D_real: 0.007 D_fake: 0.397 +(epoch: 14, iters: 41392, time: 0.412, data: 0.017) G_GAN: 3.768 G_L1: 4.892 D_real: 0.137 D_fake: 0.640 +(epoch: 14, iters: 41492, time: 0.294, data: 0.017) G_GAN: 4.461 G_L1: 5.811 D_real: 0.032 D_fake: 0.278 +(epoch: 14, iters: 41592, time: 0.290, data: 0.017) G_GAN: 2.774 G_L1: 3.382 D_real: 0.000 D_fake: 0.431 +(epoch: 14, iters: 41692, time: 0.291, data: 0.016) G_GAN: 3.605 G_L1: 6.953 D_real: 0.168 D_fake: 0.085 +(epoch: 14, iters: 41792, time: 0.481, data: 0.020) G_GAN: 3.122 G_L1: 4.661 D_real: 0.209 D_fake: 0.203 +(epoch: 14, iters: 41892, time: 0.293, data: 0.017) G_GAN: 4.531 G_L1: 4.451 D_real: 0.107 D_fake: 0.193 +(epoch: 14, iters: 41992, time: 0.287, data: 0.019) G_GAN: 3.292 G_L1: 3.939 D_real: 0.004 D_fake: 0.413 +(epoch: 14, iters: 42092, time: 0.292, data: 0.016) G_GAN: 2.739 G_L1: 4.759 D_real: 0.026 D_fake: 0.166 +(epoch: 14, iters: 42192, time: 0.406, data: 0.017) G_GAN: 2.356 G_L1: 5.961 D_real: 0.061 D_fake: 0.205 +(epoch: 14, iters: 42292, time: 0.296, data: 0.017) G_GAN: 3.161 G_L1: 3.469 D_real: 0.077 D_fake: 0.098 +(epoch: 14, iters: 42392, time: 0.296, data: 0.022) G_GAN: 3.039 G_L1: 6.128 D_real: 0.386 D_fake: 0.056 +(epoch: 14, iters: 42492, time: 0.296, data: 0.018) G_GAN: 3.097 G_L1: 6.423 D_real: 0.022 D_fake: 0.254 +(epoch: 14, iters: 42592, time: 0.419, data: 0.017) G_GAN: 3.757 G_L1: 6.904 D_real: 0.032 D_fake: 0.071 +(epoch: 14, iters: 42692, time: 0.289, data: 0.017) G_GAN: 2.079 G_L1: 5.934 D_real: 0.034 D_fake: 0.177 +(epoch: 14, iters: 42792, time: 0.287, data: 0.016) G_GAN: 2.916 G_L1: 3.044 D_real: 0.002 D_fake: 0.294 +(epoch: 14, iters: 42892, time: 0.295, data: 0.015) G_GAN: 3.603 G_L1: 4.880 D_real: 0.033 D_fake: 0.111 +(epoch: 14, iters: 42992, time: 0.418, data: 0.016) G_GAN: 3.302 G_L1: 3.798 D_real: 0.024 D_fake: 0.349 +(epoch: 14, iters: 43092, time: 0.282, data: 0.017) G_GAN: 2.207 G_L1: 3.022 D_real: 0.061 D_fake: 0.120 +(epoch: 14, iters: 43192, time: 0.289, data: 0.016) G_GAN: 2.393 G_L1: 3.625 D_real: 0.469 D_fake: 0.159 +(epoch: 14, iters: 43292, time: 0.294, data: 0.017) G_GAN: 2.801 G_L1: 4.040 D_real: 0.044 D_fake: 0.223 +(epoch: 14, iters: 43392, time: 0.376, data: 0.016) G_GAN: 2.388 G_L1: 3.204 D_real: 0.041 D_fake: 0.401 +(epoch: 14, iters: 43492, time: 0.291, data: 0.018) G_GAN: 3.046 G_L1: 5.001 D_real: 0.037 D_fake: 0.054 +(epoch: 14, iters: 43592, time: 0.288, data: 0.015) G_GAN: 3.614 G_L1: 4.642 D_real: 0.014 D_fake: 0.575 +(epoch: 14, iters: 43692, time: 0.289, data: 0.018) G_GAN: 4.889 G_L1: 2.820 D_real: 0.128 D_fake: 0.022 +(epoch: 14, iters: 43792, time: 0.569, data: 0.015) G_GAN: 3.015 G_L1: 10.171 D_real: 0.025 D_fake: 0.898 +(epoch: 14, iters: 43892, time: 0.300, data: 0.017) G_GAN: 5.683 G_L1: 4.227 D_real: 0.004 D_fake: 0.003 +(epoch: 14, iters: 43992, time: 0.267, data: 0.017) G_GAN: 2.303 G_L1: 6.062 D_real: 0.023 D_fake: 0.356 +(epoch: 14, iters: 44092, time: 0.296, data: 0.013) G_GAN: 2.812 G_L1: 3.806 D_real: 0.009 D_fake: 0.324 +(epoch: 14, iters: 44192, time: 0.386, data: 0.019) G_GAN: 2.346 G_L1: 2.465 D_real: 0.025 D_fake: 0.447 +(epoch: 14, iters: 44292, time: 0.291, data: 0.022) G_GAN: 3.344 G_L1: 4.905 D_real: 0.033 D_fake: 0.162 +(epoch: 14, iters: 44392, time: 0.292, data: 0.020) G_GAN: 2.828 G_L1: 4.413 D_real: 0.172 D_fake: 0.339 +(epoch: 14, iters: 44492, time: 0.289, data: 0.017) G_GAN: 3.769 G_L1: 5.043 D_real: 0.003 D_fake: 0.108 +(epoch: 14, iters: 44592, time: 0.398, data: 0.016) G_GAN: 2.537 G_L1: 5.158 D_real: 0.005 D_fake: 0.389 +(epoch: 14, iters: 44692, time: 0.288, data: 0.017) G_GAN: 3.313 G_L1: 3.965 D_real: 0.007 D_fake: 0.495 +(epoch: 14, iters: 44792, time: 0.264, data: 0.016) G_GAN: 3.014 G_L1: 4.463 D_real: 0.005 D_fake: 0.431 +(epoch: 14, iters: 44892, time: 0.296, data: 0.017) G_GAN: 0.713 G_L1: 3.836 D_real: 0.851 D_fake: 0.328 +(epoch: 14, iters: 44992, time: 0.412, data: 0.019) G_GAN: 3.735 G_L1: 7.187 D_real: 0.438 D_fake: 0.088 +(epoch: 14, iters: 45092, time: 0.302, data: 0.032) G_GAN: 2.308 G_L1: 3.893 D_real: 0.011 D_fake: 1.141 +(epoch: 14, iters: 45192, time: 0.305, data: 0.017) G_GAN: 3.559 G_L1: 4.479 D_real: 0.341 D_fake: 0.023 +(epoch: 14, iters: 45292, time: 0.296, data: 0.017) G_GAN: 2.745 G_L1: 3.835 D_real: 0.016 D_fake: 0.305 +(epoch: 14, iters: 45392, time: 0.414, data: 0.016) G_GAN: 2.770 G_L1: 3.709 D_real: 0.357 D_fake: 0.201 +(epoch: 14, iters: 45492, time: 0.297, data: 0.017) G_GAN: 2.027 G_L1: 8.177 D_real: 0.001 D_fake: 0.877 +(epoch: 14, iters: 45592, time: 0.300, data: 0.017) G_GAN: 2.655 G_L1: 3.581 D_real: 0.054 D_fake: 0.777 +(epoch: 14, iters: 45692, time: 0.290, data: 0.018) G_GAN: 2.008 G_L1: 3.166 D_real: 0.188 D_fake: 0.367 +(epoch: 14, iters: 45792, time: 0.545, data: 0.016) G_GAN: 2.508 G_L1: 4.182 D_real: 0.898 D_fake: 0.230 +(epoch: 14, iters: 45892, time: 0.301, data: 0.017) G_GAN: 3.235 G_L1: 3.411 D_real: 0.073 D_fake: 0.131 +(epoch: 14, iters: 45992, time: 0.299, data: 0.019) G_GAN: 2.145 G_L1: 3.474 D_real: 0.014 D_fake: 0.533 +(epoch: 14, iters: 46092, time: 0.302, data: 0.017) G_GAN: 3.763 G_L1: 3.883 D_real: 0.110 D_fake: 0.055 +(epoch: 14, iters: 46192, time: 0.413, data: 0.021) G_GAN: 1.352 G_L1: 5.118 D_real: 0.014 D_fake: 0.178 +(epoch: 14, iters: 46292, time: 0.298, data: 0.018) G_GAN: 1.937 G_L1: 4.917 D_real: 1.243 D_fake: 0.121 +(epoch: 14, iters: 46392, time: 0.286, data: 0.020) G_GAN: 1.573 G_L1: 3.506 D_real: 0.092 D_fake: 1.023 +(epoch: 14, iters: 46492, time: 0.306, data: 0.018) G_GAN: 3.074 G_L1: 5.087 D_real: 0.173 D_fake: 0.663 +(epoch: 14, iters: 46592, time: 0.426, data: 0.018) G_GAN: 2.781 G_L1: 7.402 D_real: 0.814 D_fake: 0.078 +(epoch: 14, iters: 46692, time: 0.302, data: 0.019) G_GAN: 2.791 G_L1: 6.074 D_real: 0.169 D_fake: 1.068 +(epoch: 14, iters: 46792, time: 0.293, data: 0.018) G_GAN: 3.346 G_L1: 6.647 D_real: 0.005 D_fake: 0.265 +(epoch: 14, iters: 46892, time: 0.297, data: 0.016) G_GAN: 1.913 G_L1: 5.228 D_real: 0.392 D_fake: 0.379 +(epoch: 14, iters: 46992, time: 0.420, data: 0.017) G_GAN: 2.595 G_L1: 3.436 D_real: 0.054 D_fake: 0.423 +(epoch: 14, iters: 47092, time: 0.300, data: 0.019) G_GAN: 2.091 G_L1: 3.133 D_real: 0.065 D_fake: 0.417 +(epoch: 14, iters: 47192, time: 0.304, data: 0.017) G_GAN: 5.402 G_L1: 5.848 D_real: 0.051 D_fake: 1.275 +(epoch: 14, iters: 47292, time: 0.295, data: 0.017) G_GAN: 2.852 G_L1: 3.412 D_real: 0.273 D_fake: 0.270 +(epoch: 14, iters: 47392, time: 0.418, data: 0.015) G_GAN: 2.726 G_L1: 4.225 D_real: 0.463 D_fake: 0.187 +(epoch: 14, iters: 47492, time: 0.292, data: 0.021) G_GAN: 3.457 G_L1: 4.916 D_real: 0.005 D_fake: 0.478 +(epoch: 14, iters: 47592, time: 0.290, data: 0.018) G_GAN: 3.226 G_L1: 3.555 D_real: 0.090 D_fake: 0.112 +(epoch: 14, iters: 47692, time: 0.301, data: 0.019) G_GAN: 3.623 G_L1: 4.580 D_real: 0.042 D_fake: 0.211 +(epoch: 14, iters: 47792, time: 0.558, data: 0.018) G_GAN: 3.896 G_L1: 4.351 D_real: 0.002 D_fake: 0.228 +(epoch: 14, iters: 47892, time: 0.304, data: 0.022) G_GAN: 1.957 G_L1: 8.624 D_real: 0.065 D_fake: 0.404 +(epoch: 14, iters: 47992, time: 0.296, data: 0.017) G_GAN: 3.673 G_L1: 5.611 D_real: 0.217 D_fake: 0.095 +(epoch: 14, iters: 48092, time: 0.286, data: 0.018) G_GAN: 3.362 G_L1: 7.206 D_real: 0.011 D_fake: 0.489 +(epoch: 14, iters: 48192, time: 0.413, data: 0.018) G_GAN: 3.926 G_L1: 4.193 D_real: 0.002 D_fake: 0.203 +(epoch: 14, iters: 48292, time: 0.289, data: 0.017) G_GAN: 4.177 G_L1: 3.815 D_real: 0.038 D_fake: 0.210 +(epoch: 14, iters: 48392, time: 0.300, data: 0.019) G_GAN: 3.571 G_L1: 3.894 D_real: 0.001 D_fake: 0.310 +(epoch: 14, iters: 48492, time: 0.307, data: 0.017) G_GAN: 2.713 G_L1: 4.098 D_real: 0.057 D_fake: 0.134 +(epoch: 14, iters: 48592, time: 0.393, data: 0.020) G_GAN: 2.388 G_L1: 4.273 D_real: 0.003 D_fake: 0.383 +(epoch: 14, iters: 48692, time: 0.306, data: 0.018) G_GAN: 2.392 G_L1: 3.512 D_real: 0.002 D_fake: 0.175 +(epoch: 14, iters: 48792, time: 0.302, data: 0.023) G_GAN: 1.472 G_L1: 3.539 D_real: 0.393 D_fake: 0.073 +(epoch: 14, iters: 48892, time: 0.299, data: 0.018) G_GAN: 4.269 G_L1: 4.956 D_real: 0.023 D_fake: 0.053 +(epoch: 14, iters: 48992, time: 0.397, data: 0.017) G_GAN: 2.374 G_L1: 4.640 D_real: 0.068 D_fake: 0.164 +(epoch: 14, iters: 49092, time: 0.305, data: 0.018) G_GAN: 3.038 G_L1: 7.379 D_real: 0.005 D_fake: 0.220 +(epoch: 14, iters: 49192, time: 0.303, data: 0.017) G_GAN: 1.761 G_L1: 4.434 D_real: 0.015 D_fake: 0.387 +(epoch: 14, iters: 49292, time: 0.298, data: 0.017) G_GAN: 2.199 G_L1: 3.905 D_real: 0.018 D_fake: 0.270 +(epoch: 14, iters: 49392, time: 0.411, data: 0.019) G_GAN: 3.094 G_L1: 6.179 D_real: 0.002 D_fake: 2.865 +(epoch: 14, iters: 49492, time: 0.300, data: 0.018) G_GAN: 2.202 G_L1: 4.080 D_real: 0.035 D_fake: 0.778 +(epoch: 14, iters: 49592, time: 0.297, data: 0.017) G_GAN: 1.605 G_L1: 4.231 D_real: 0.002 D_fake: 0.667 +(epoch: 14, iters: 49692, time: 0.301, data: 0.019) G_GAN: 2.377 G_L1: 4.194 D_real: 0.007 D_fake: 0.277 +(epoch: 14, iters: 49792, time: 0.479, data: 0.017) G_GAN: 2.275 G_L1: 4.493 D_real: 0.002 D_fake: 0.221 +(epoch: 14, iters: 49892, time: 0.300, data: 0.019) G_GAN: 3.283 G_L1: 5.007 D_real: 0.022 D_fake: 0.530 +(epoch: 14, iters: 49992, time: 0.298, data: 0.019) G_GAN: 1.948 G_L1: 3.920 D_real: 0.001 D_fake: 0.734 +(epoch: 14, iters: 50092, time: 0.296, data: 0.017) G_GAN: 0.989 G_L1: 4.035 D_real: 0.026 D_fake: 0.376 +(epoch: 14, iters: 50192, time: 0.429, data: 0.017) G_GAN: 4.208 G_L1: 5.800 D_real: 0.031 D_fake: 0.913 +(epoch: 14, iters: 50292, time: 0.292, data: 0.019) G_GAN: 2.456 G_L1: 3.918 D_real: 0.054 D_fake: 0.841 +(epoch: 14, iters: 50392, time: 0.299, data: 0.017) G_GAN: 3.735 G_L1: 5.157 D_real: 0.016 D_fake: 0.726 +(epoch: 14, iters: 50492, time: 0.298, data: 0.024) G_GAN: 3.047 G_L1: 3.562 D_real: 0.136 D_fake: 0.080 +(epoch: 14, iters: 50592, time: 0.410, data: 0.018) G_GAN: 2.374 G_L1: 3.424 D_real: 0.055 D_fake: 0.319 +(epoch: 14, iters: 50692, time: 0.296, data: 0.019) G_GAN: 2.205 G_L1: 3.711 D_real: 0.077 D_fake: 0.165 +(epoch: 14, iters: 50792, time: 0.295, data: 0.016) G_GAN: 3.144 G_L1: 4.641 D_real: 0.054 D_fake: 0.582 +(epoch: 14, iters: 50892, time: 0.302, data: 0.017) G_GAN: 2.282 G_L1: 4.958 D_real: 0.096 D_fake: 0.414 +(epoch: 14, iters: 50992, time: 0.405, data: 0.017) G_GAN: 2.980 G_L1: 5.157 D_real: 0.304 D_fake: 0.217 +(epoch: 14, iters: 51092, time: 0.294, data: 0.015) G_GAN: 1.942 G_L1: 4.431 D_real: 0.029 D_fake: 0.320 +(epoch: 14, iters: 51192, time: 0.290, data: 0.017) G_GAN: 1.725 G_L1: 3.411 D_real: 0.131 D_fake: 0.157 +(epoch: 14, iters: 51292, time: 0.294, data: 0.016) G_GAN: 2.122 G_L1: 3.583 D_real: 0.013 D_fake: 0.174 +(epoch: 14, iters: 51392, time: 0.412, data: 0.020) G_GAN: 1.781 G_L1: 4.596 D_real: 0.004 D_fake: 0.619 +(epoch: 14, iters: 51492, time: 0.288, data: 0.017) G_GAN: 3.346 G_L1: 4.724 D_real: 0.001 D_fake: 0.344 +(epoch: 14, iters: 51592, time: 0.302, data: 0.020) G_GAN: 2.657 G_L1: 3.534 D_real: 0.009 D_fake: 0.124 +(epoch: 14, iters: 51692, time: 0.296, data: 0.017) G_GAN: 3.156 G_L1: 4.288 D_real: 0.013 D_fake: 0.598 +(epoch: 14, iters: 51792, time: 0.552, data: 0.022) G_GAN: 2.557 G_L1: 4.192 D_real: 0.032 D_fake: 0.332 +(epoch: 14, iters: 51892, time: 0.291, data: 0.019) G_GAN: 3.074 G_L1: 3.480 D_real: 0.015 D_fake: 0.194 +(epoch: 14, iters: 51992, time: 0.286, data: 0.016) G_GAN: 3.973 G_L1: 4.687 D_real: 0.005 D_fake: 0.415 +(epoch: 14, iters: 52092, time: 0.302, data: 0.019) G_GAN: 2.332 G_L1: 4.120 D_real: 0.458 D_fake: 0.468 +(epoch: 14, iters: 52192, time: 0.404, data: 0.020) G_GAN: 3.555 G_L1: 4.604 D_real: 0.014 D_fake: 0.296 +(epoch: 14, iters: 52292, time: 0.294, data: 0.018) G_GAN: 2.973 G_L1: 4.170 D_real: 0.061 D_fake: 0.679 +(epoch: 14, iters: 52392, time: 0.301, data: 0.017) G_GAN: 3.401 G_L1: 3.350 D_real: 0.056 D_fake: 0.797 +(epoch: 14, iters: 52492, time: 0.303, data: 0.021) G_GAN: 2.643 G_L1: 3.535 D_real: 0.324 D_fake: 0.128 +(epoch: 14, iters: 52592, time: 0.413, data: 0.021) G_GAN: 4.729 G_L1: 5.062 D_real: 0.346 D_fake: 0.014 +(epoch: 14, iters: 52692, time: 0.297, data: 0.018) G_GAN: 2.538 G_L1: 5.218 D_real: 0.117 D_fake: 0.364 +(epoch: 14, iters: 52792, time: 0.305, data: 0.022) G_GAN: 2.748 G_L1: 3.719 D_real: 0.354 D_fake: 0.407 +(epoch: 14, iters: 52892, time: 0.288, data: 0.018) G_GAN: 4.028 G_L1: 3.529 D_real: 0.022 D_fake: 0.079 +(epoch: 14, iters: 52992, time: 0.418, data: 0.015) G_GAN: 2.961 G_L1: 3.359 D_real: 0.004 D_fake: 0.070 +(epoch: 14, iters: 53092, time: 0.300, data: 0.017) G_GAN: 2.437 G_L1: 4.783 D_real: 0.000 D_fake: 0.274 +(epoch: 14, iters: 53192, time: 0.293, data: 0.018) G_GAN: 4.811 G_L1: 5.759 D_real: 0.001 D_fake: 0.605 +(epoch: 14, iters: 53292, time: 0.303, data: 0.017) G_GAN: 3.900 G_L1: 5.263 D_real: 0.063 D_fake: 0.277 +(epoch: 14, iters: 53392, time: 0.421, data: 0.017) G_GAN: 1.985 G_L1: 2.990 D_real: 0.263 D_fake: 0.273 +(epoch: 14, iters: 53492, time: 0.286, data: 0.020) G_GAN: 1.970 G_L1: 3.863 D_real: 0.004 D_fake: 0.494 +(epoch: 14, iters: 53592, time: 0.300, data: 0.022) G_GAN: 2.447 G_L1: 5.147 D_real: 0.010 D_fake: 0.247 +(epoch: 14, iters: 53692, time: 0.300, data: 0.018) G_GAN: 3.735 G_L1: 8.231 D_real: 0.005 D_fake: 0.413 +(epoch: 14, iters: 53792, time: 0.558, data: 0.022) G_GAN: 3.130 G_L1: 5.717 D_real: 0.485 D_fake: 0.636 +(epoch: 14, iters: 53892, time: 0.299, data: 0.018) G_GAN: 1.632 G_L1: 4.022 D_real: 0.817 D_fake: 0.435 +(epoch: 14, iters: 53992, time: 0.300, data: 0.018) G_GAN: 4.999 G_L1: 4.510 D_real: 0.084 D_fake: 0.148 +(epoch: 14, iters: 54092, time: 0.291, data: 0.019) G_GAN: 2.104 G_L1: 3.300 D_real: 0.638 D_fake: 0.074 +(epoch: 14, iters: 54192, time: 0.415, data: 0.020) G_GAN: 2.910 G_L1: 3.594 D_real: 0.106 D_fake: 0.304 +(epoch: 14, iters: 54292, time: 0.293, data: 0.021) G_GAN: 2.277 G_L1: 2.539 D_real: 0.308 D_fake: 0.313 +(epoch: 14, iters: 54392, time: 0.297, data: 0.017) G_GAN: 3.905 G_L1: 6.563 D_real: 0.280 D_fake: 0.325 +(epoch: 14, iters: 54492, time: 0.300, data: 0.016) G_GAN: 3.786 G_L1: 4.416 D_real: 0.122 D_fake: 0.033 +(epoch: 14, iters: 54592, time: 0.400, data: 0.017) G_GAN: 3.158 G_L1: 3.603 D_real: 0.369 D_fake: 0.160 +(epoch: 14, iters: 54692, time: 0.284, data: 0.018) G_GAN: 3.236 G_L1: 4.779 D_real: 0.013 D_fake: 0.251 +(epoch: 14, iters: 54792, time: 0.299, data: 0.016) G_GAN: 2.602 G_L1: 3.876 D_real: 0.258 D_fake: 0.269 +(epoch: 14, iters: 54892, time: 0.295, data: 0.019) G_GAN: 4.377 G_L1: 3.027 D_real: 0.024 D_fake: 0.039 +(epoch: 14, iters: 54992, time: 0.413, data: 0.016) G_GAN: 3.198 G_L1: 4.134 D_real: 0.168 D_fake: 0.465 +(epoch: 14, iters: 55092, time: 0.298, data: 0.021) G_GAN: 4.459 G_L1: 4.403 D_real: 0.051 D_fake: 0.132 +(epoch: 14, iters: 55192, time: 0.287, data: 0.016) G_GAN: 4.266 G_L1: 3.619 D_real: 0.001 D_fake: 0.074 +(epoch: 14, iters: 55292, time: 0.293, data: 0.016) G_GAN: 3.955 G_L1: 4.523 D_real: 0.006 D_fake: 0.068 +(epoch: 14, iters: 55392, time: 0.390, data: 0.017) G_GAN: 4.086 G_L1: 5.519 D_real: 0.118 D_fake: 0.145 +(epoch: 14, iters: 55492, time: 0.296, data: 0.017) G_GAN: 11.726 G_L1: 6.574 D_real: 0.117 D_fake: 0.001 +(epoch: 14, iters: 55592, time: 0.308, data: 0.016) G_GAN: 4.468 G_L1: 7.818 D_real: 0.013 D_fake: 0.047 +(epoch: 14, iters: 55692, time: 0.301, data: 0.017) G_GAN: 3.282 G_L1: 4.211 D_real: 0.014 D_fake: 0.270 +(epoch: 14, iters: 55792, time: 0.537, data: 0.021) G_GAN: 2.918 G_L1: 3.336 D_real: 0.116 D_fake: 0.329 +(epoch: 14, iters: 55892, time: 0.296, data: 0.018) G_GAN: 2.811 G_L1: 3.508 D_real: 0.062 D_fake: 0.244 +(epoch: 14, iters: 55992, time: 0.289, data: 0.016) G_GAN: 2.823 G_L1: 4.052 D_real: 0.182 D_fake: 0.076 +(epoch: 14, iters: 56092, time: 0.301, data: 0.016) G_GAN: 2.691 G_L1: 3.318 D_real: 0.489 D_fake: 0.063 +(epoch: 14, iters: 56192, time: 0.407, data: 0.016) G_GAN: 1.692 G_L1: 3.639 D_real: 0.647 D_fake: 0.118 +(epoch: 14, iters: 56292, time: 0.286, data: 0.018) G_GAN: 4.306 G_L1: 3.710 D_real: 0.652 D_fake: 0.040 +(epoch: 14, iters: 56392, time: 0.307, data: 0.015) G_GAN: 2.687 G_L1: 4.431 D_real: 0.416 D_fake: 0.156 +(epoch: 14, iters: 56492, time: 0.294, data: 0.017) G_GAN: 4.454 G_L1: 5.756 D_real: 0.036 D_fake: 0.042 +(epoch: 14, iters: 56592, time: 0.422, data: 0.015) G_GAN: 3.247 G_L1: 4.239 D_real: 0.129 D_fake: 0.112 +(epoch: 14, iters: 56692, time: 0.300, data: 0.019) G_GAN: 3.799 G_L1: 2.640 D_real: 0.040 D_fake: 0.080 +(epoch: 14, iters: 56792, time: 0.296, data: 0.018) G_GAN: 2.771 G_L1: 4.575 D_real: 0.011 D_fake: 0.273 +(epoch: 14, iters: 56892, time: 0.301, data: 0.016) G_GAN: 3.087 G_L1: 3.047 D_real: 0.155 D_fake: 0.616 +(epoch: 14, iters: 56992, time: 0.402, data: 0.017) G_GAN: 4.418 G_L1: 3.013 D_real: 0.359 D_fake: 0.060 +(epoch: 14, iters: 57092, time: 0.280, data: 0.017) G_GAN: 3.431 G_L1: 4.487 D_real: 0.134 D_fake: 0.146 +(epoch: 14, iters: 57192, time: 0.284, data: 0.015) G_GAN: 4.470 G_L1: 6.027 D_real: 0.018 D_fake: 0.331 +(epoch: 14, iters: 57292, time: 0.283, data: 0.014) G_GAN: 3.161 G_L1: 3.166 D_real: 1.528 D_fake: 0.067 +(epoch: 14, iters: 57392, time: 0.375, data: 0.015) G_GAN: 2.010 G_L1: 3.600 D_real: 0.282 D_fake: 0.399 +(epoch: 14, iters: 57492, time: 0.301, data: 0.018) G_GAN: 3.235 G_L1: 2.774 D_real: 0.121 D_fake: 0.151 +(epoch: 14, iters: 57592, time: 0.289, data: 0.017) G_GAN: 4.028 G_L1: 3.436 D_real: 0.063 D_fake: 0.055 +(epoch: 14, iters: 57692, time: 0.293, data: 0.016) G_GAN: 3.273 G_L1: 4.854 D_real: 0.231 D_fake: 0.059 +(epoch: 14, iters: 57792, time: 0.491, data: 0.017) G_GAN: 3.051 G_L1: 6.003 D_real: 0.074 D_fake: 0.075 +(epoch: 14, iters: 57892, time: 0.299, data: 0.018) G_GAN: 3.125 G_L1: 4.647 D_real: 0.074 D_fake: 0.315 +(epoch: 14, iters: 57992, time: 0.302, data: 0.016) G_GAN: 4.513 G_L1: 3.780 D_real: 0.055 D_fake: 0.171 +(epoch: 14, iters: 58092, time: 0.304, data: 0.017) G_GAN: 2.772 G_L1: 7.037 D_real: 0.182 D_fake: 0.206 +(epoch: 14, iters: 58192, time: 0.405, data: 0.017) G_GAN: 3.260 G_L1: 4.301 D_real: 0.263 D_fake: 0.068 +(epoch: 14, iters: 58292, time: 0.302, data: 0.017) G_GAN: 2.994 G_L1: 4.094 D_real: 0.014 D_fake: 0.242 +(epoch: 14, iters: 58392, time: 0.295, data: 0.017) G_GAN: 2.722 G_L1: 3.615 D_real: 0.033 D_fake: 0.304 +(epoch: 14, iters: 58492, time: 0.299, data: 0.016) G_GAN: 2.741 G_L1: 3.338 D_real: 0.039 D_fake: 0.232 +(epoch: 14, iters: 58592, time: 0.417, data: 0.018) G_GAN: 4.299 G_L1: 6.025 D_real: 0.049 D_fake: 0.159 +(epoch: 14, iters: 58692, time: 0.303, data: 0.016) G_GAN: 5.068 G_L1: 8.294 D_real: 0.038 D_fake: 0.186 +(epoch: 14, iters: 58792, time: 0.288, data: 0.017) G_GAN: 7.563 G_L1: 8.760 D_real: 0.526 D_fake: 0.573 +(epoch: 14, iters: 58892, time: 0.303, data: 0.016) G_GAN: 2.725 G_L1: 3.390 D_real: 0.129 D_fake: 0.188 +(epoch: 14, iters: 58992, time: 0.410, data: 0.017) G_GAN: 5.912 G_L1: 5.167 D_real: 0.314 D_fake: 0.035 +(epoch: 14, iters: 59092, time: 0.291, data: 0.016) G_GAN: 3.815 G_L1: 5.408 D_real: 0.270 D_fake: 0.024 +(epoch: 14, iters: 59192, time: 0.286, data: 0.016) G_GAN: 3.213 G_L1: 3.624 D_real: 0.183 D_fake: 0.138 +(epoch: 14, iters: 59292, time: 0.285, data: 0.016) G_GAN: 5.406 G_L1: 5.858 D_real: 0.204 D_fake: 0.147 +(epoch: 14, iters: 59392, time: 0.409, data: 0.016) G_GAN: 2.817 G_L1: 3.948 D_real: 0.168 D_fake: 0.273 +(epoch: 14, iters: 59492, time: 0.303, data: 0.017) G_GAN: 3.904 G_L1: 4.022 D_real: 0.248 D_fake: 0.117 +(epoch: 14, iters: 59592, time: 0.294, data: 0.018) G_GAN: 3.494 G_L1: 3.713 D_real: 0.022 D_fake: 0.515 +(epoch: 14, iters: 59692, time: 0.295, data: 0.017) G_GAN: 3.904 G_L1: 3.399 D_real: 0.168 D_fake: 0.668 +(epoch: 14, iters: 59792, time: 0.554, data: 0.015) G_GAN: 3.540 G_L1: 3.935 D_real: 0.176 D_fake: 0.099 +(epoch: 14, iters: 59892, time: 0.280, data: 0.020) G_GAN: 2.834 G_L1: 3.911 D_real: 0.434 D_fake: 0.052 +(epoch: 14, iters: 59992, time: 0.304, data: 0.013) G_GAN: 4.278 G_L1: 4.646 D_real: 0.029 D_fake: 0.459 +(epoch: 15, iters: 76, time: 0.277, data: 0.018) G_GAN: 3.549 G_L1: 3.972 D_real: 0.331 D_fake: 0.047 +(epoch: 15, iters: 176, time: 0.506, data: 0.014) G_GAN: 4.430 G_L1: 3.998 D_real: 0.558 D_fake: 0.017 +(epoch: 15, iters: 276, time: 0.282, data: 0.017) G_GAN: 3.679 G_L1: 4.612 D_real: 0.236 D_fake: 0.072 +(epoch: 15, iters: 376, time: 0.289, data: 0.017) G_GAN: 4.293 G_L1: 3.991 D_real: 0.010 D_fake: 0.180 +(epoch: 15, iters: 476, time: 0.279, data: 0.015) G_GAN: 3.035 G_L1: 4.179 D_real: 0.364 D_fake: 0.038 +(epoch: 15, iters: 576, time: 0.407, data: 0.022) G_GAN: 3.509 G_L1: 4.153 D_real: 0.082 D_fake: 0.092 +(epoch: 15, iters: 676, time: 0.289, data: 0.021) G_GAN: 4.078 G_L1: 6.275 D_real: 0.092 D_fake: 0.106 +(epoch: 15, iters: 776, time: 0.288, data: 0.016) G_GAN: 2.531 G_L1: 3.419 D_real: 0.397 D_fake: 0.122 +(epoch: 15, iters: 876, time: 0.272, data: 0.017) G_GAN: 3.858 G_L1: 3.845 D_real: 0.001 D_fake: 0.198 +(epoch: 15, iters: 976, time: 0.393, data: 0.015) G_GAN: 4.195 G_L1: 3.026 D_real: 0.073 D_fake: 0.332 +(epoch: 15, iters: 1076, time: 0.288, data: 0.016) G_GAN: 4.857 G_L1: 3.601 D_real: 0.080 D_fake: 0.037 +(epoch: 15, iters: 1176, time: 0.256, data: 0.020) G_GAN: 3.262 G_L1: 3.650 D_real: 0.160 D_fake: 0.138 +(epoch: 15, iters: 1276, time: 0.284, data: 0.016) G_GAN: 3.284 G_L1: 4.565 D_real: 0.426 D_fake: 0.179 +(epoch: 15, iters: 1376, time: 0.385, data: 0.017) G_GAN: 3.878 G_L1: 3.846 D_real: 0.074 D_fake: 0.204 +(epoch: 15, iters: 1476, time: 0.282, data: 0.016) G_GAN: 3.854 G_L1: 2.956 D_real: 0.037 D_fake: 0.191 +(epoch: 15, iters: 1576, time: 0.271, data: 0.017) G_GAN: 3.068 G_L1: 6.974 D_real: 0.072 D_fake: 0.193 +(epoch: 15, iters: 1676, time: 0.273, data: 0.013) G_GAN: 2.548 G_L1: 3.514 D_real: 0.406 D_fake: 0.111 +(epoch: 15, iters: 1776, time: 0.532, data: 0.018) G_GAN: 3.404 G_L1: 5.360 D_real: 0.069 D_fake: 0.117 +(epoch: 15, iters: 1876, time: 0.282, data: 0.017) G_GAN: 3.295 G_L1: 2.549 D_real: 0.015 D_fake: 0.245 +(epoch: 15, iters: 1976, time: 0.270, data: 0.015) G_GAN: 2.382 G_L1: 3.571 D_real: 0.228 D_fake: 0.093 +(epoch: 15, iters: 2076, time: 0.290, data: 0.019) G_GAN: 2.623 G_L1: 3.472 D_real: 0.431 D_fake: 0.086 +(epoch: 15, iters: 2176, time: 0.396, data: 0.016) G_GAN: 3.999 G_L1: 3.056 D_real: 0.323 D_fake: 0.029 +(epoch: 15, iters: 2276, time: 0.295, data: 0.017) G_GAN: 4.906 G_L1: 4.509 D_real: 0.035 D_fake: 0.049 +(epoch: 15, iters: 2376, time: 0.293, data: 0.017) G_GAN: 3.355 G_L1: 2.948 D_real: 0.171 D_fake: 0.042 +(epoch: 15, iters: 2476, time: 0.279, data: 0.023) G_GAN: 4.385 G_L1: 3.935 D_real: 0.030 D_fake: 0.483 +(epoch: 15, iters: 2576, time: 0.391, data: 0.020) G_GAN: 4.386 G_L1: 3.202 D_real: 0.085 D_fake: 0.545 +(epoch: 15, iters: 2676, time: 0.283, data: 0.018) G_GAN: 2.480 G_L1: 3.711 D_real: 0.604 D_fake: 0.139 +(epoch: 15, iters: 2776, time: 0.276, data: 0.018) G_GAN: 1.744 G_L1: 4.523 D_real: 0.899 D_fake: 0.252 +(epoch: 15, iters: 2876, time: 0.283, data: 0.018) G_GAN: 3.317 G_L1: 3.358 D_real: 0.170 D_fake: 0.737 +(epoch: 15, iters: 2976, time: 0.409, data: 0.017) G_GAN: 4.133 G_L1: 4.098 D_real: 0.595 D_fake: 0.044 +(epoch: 15, iters: 3076, time: 0.284, data: 0.023) G_GAN: 2.742 G_L1: 2.966 D_real: 0.559 D_fake: 0.038 +(epoch: 15, iters: 3176, time: 0.287, data: 0.020) G_GAN: 3.011 G_L1: 2.857 D_real: 0.080 D_fake: 0.432 +(epoch: 15, iters: 3276, time: 0.282, data: 0.015) G_GAN: 3.676 G_L1: 3.400 D_real: 0.324 D_fake: 0.057 +(epoch: 15, iters: 3376, time: 0.401, data: 0.020) G_GAN: 5.052 G_L1: 3.553 D_real: 0.188 D_fake: 0.026 +(epoch: 15, iters: 3476, time: 0.282, data: 0.017) G_GAN: 2.769 G_L1: 3.730 D_real: 0.241 D_fake: 0.101 +(epoch: 15, iters: 3576, time: 0.291, data: 0.019) G_GAN: 3.962 G_L1: 5.157 D_real: 0.561 D_fake: 0.033 +(epoch: 15, iters: 3676, time: 0.292, data: 0.020) G_GAN: 3.569 G_L1: 4.720 D_real: 0.078 D_fake: 0.843 +(epoch: 15, iters: 3776, time: 0.534, data: 0.018) G_GAN: 2.652 G_L1: 4.262 D_real: 0.226 D_fake: 0.530 +(epoch: 15, iters: 3876, time: 0.269, data: 0.016) G_GAN: 3.302 G_L1: 3.103 D_real: 0.282 D_fake: 0.469 +(epoch: 15, iters: 3976, time: 0.298, data: 0.014) G_GAN: 1.968 G_L1: 3.441 D_real: 0.489 D_fake: 0.252 +(epoch: 15, iters: 4076, time: 0.282, data: 0.017) G_GAN: 4.647 G_L1: 4.241 D_real: 0.635 D_fake: 0.014 +(epoch: 15, iters: 4176, time: 0.394, data: 0.018) G_GAN: 2.064 G_L1: 5.212 D_real: 0.042 D_fake: 0.390 +(epoch: 15, iters: 4276, time: 0.277, data: 0.015) G_GAN: 2.618 G_L1: 2.616 D_real: 0.834 D_fake: 0.065 +(epoch: 15, iters: 4376, time: 0.284, data: 0.013) G_GAN: 2.977 G_L1: 3.611 D_real: 0.179 D_fake: 0.650 +(epoch: 15, iters: 4476, time: 0.279, data: 0.020) G_GAN: 3.590 G_L1: 4.465 D_real: 0.176 D_fake: 0.697 +(epoch: 15, iters: 4576, time: 0.381, data: 0.014) G_GAN: 3.132 G_L1: 3.318 D_real: 0.052 D_fake: 0.416 +(epoch: 15, iters: 4676, time: 0.271, data: 0.014) G_GAN: 2.749 G_L1: 5.901 D_real: 0.034 D_fake: 0.249 +(epoch: 15, iters: 4776, time: 0.290, data: 0.013) G_GAN: 3.711 G_L1: 3.791 D_real: 0.150 D_fake: 0.133 +(epoch: 15, iters: 4876, time: 0.295, data: 0.019) G_GAN: 4.691 G_L1: 5.685 D_real: 0.003 D_fake: 0.129 +(epoch: 15, iters: 4976, time: 0.386, data: 0.017) G_GAN: 2.083 G_L1: 3.755 D_real: 0.411 D_fake: 0.259 +(epoch: 15, iters: 5076, time: 0.287, data: 0.018) G_GAN: 3.129 G_L1: 4.849 D_real: 0.026 D_fake: 0.243 +(epoch: 15, iters: 5176, time: 0.295, data: 0.013) G_GAN: 3.206 G_L1: 3.184 D_real: 0.791 D_fake: 0.052 +(epoch: 15, iters: 5276, time: 0.299, data: 0.016) G_GAN: 3.127 G_L1: 4.818 D_real: 0.188 D_fake: 0.199 +(epoch: 15, iters: 5376, time: 0.417, data: 0.016) G_GAN: 2.849 G_L1: 4.442 D_real: 0.008 D_fake: 0.178 +(epoch: 15, iters: 5476, time: 0.297, data: 0.021) G_GAN: 2.923 G_L1: 4.309 D_real: 0.565 D_fake: 0.183 +(epoch: 15, iters: 5576, time: 0.298, data: 0.021) G_GAN: 2.142 G_L1: 4.409 D_real: 0.273 D_fake: 0.241 +(epoch: 15, iters: 5676, time: 0.303, data: 0.018) G_GAN: 2.982 G_L1: 3.635 D_real: 0.354 D_fake: 0.167 +(epoch: 15, iters: 5776, time: 0.534, data: 0.020) G_GAN: 2.602 G_L1: 3.287 D_real: 0.193 D_fake: 0.100 +(epoch: 15, iters: 5876, time: 0.304, data: 0.017) G_GAN: 3.027 G_L1: 4.009 D_real: 0.026 D_fake: 0.703 +(epoch: 15, iters: 5976, time: 0.294, data: 0.023) G_GAN: 4.257 G_L1: 3.329 D_real: 0.033 D_fake: 0.137 +(epoch: 15, iters: 6076, time: 0.294, data: 0.019) G_GAN: 4.497 G_L1: 4.030 D_real: 0.061 D_fake: 0.638 +(epoch: 15, iters: 6176, time: 0.402, data: 0.023) G_GAN: 2.600 G_L1: 5.157 D_real: 0.996 D_fake: 0.415 +(epoch: 15, iters: 6276, time: 0.292, data: 0.018) G_GAN: 2.942 G_L1: 3.862 D_real: 0.654 D_fake: 0.066 +(epoch: 15, iters: 6376, time: 0.289, data: 0.021) G_GAN: 3.915 G_L1: 4.815 D_real: 0.029 D_fake: 0.146 +(epoch: 15, iters: 6476, time: 0.288, data: 0.017) G_GAN: 2.930 G_L1: 4.291 D_real: 0.257 D_fake: 0.067 +(epoch: 15, iters: 6576, time: 0.419, data: 0.015) G_GAN: 2.510 G_L1: 3.505 D_real: 0.137 D_fake: 0.176 +(epoch: 15, iters: 6676, time: 0.297, data: 0.020) G_GAN: 2.980 G_L1: 3.966 D_real: 0.121 D_fake: 0.158 +(epoch: 15, iters: 6776, time: 0.307, data: 0.020) G_GAN: 1.211 G_L1: 3.498 D_real: 0.165 D_fake: 0.243 +(epoch: 15, iters: 6876, time: 0.300, data: 0.017) G_GAN: 3.242 G_L1: 2.709 D_real: 0.024 D_fake: 0.094 +(epoch: 15, iters: 6976, time: 0.422, data: 0.018) G_GAN: 5.599 G_L1: 5.668 D_real: 0.197 D_fake: 0.049 +(epoch: 15, iters: 7076, time: 0.299, data: 0.018) G_GAN: 4.718 G_L1: 4.793 D_real: 0.037 D_fake: 0.138 +(epoch: 15, iters: 7176, time: 0.292, data: 0.017) G_GAN: 3.302 G_L1: 6.029 D_real: 0.003 D_fake: 0.589 +(epoch: 15, iters: 7276, time: 0.306, data: 0.016) G_GAN: 4.740 G_L1: 3.596 D_real: 0.169 D_fake: 0.003 +(epoch: 15, iters: 7376, time: 0.425, data: 0.017) G_GAN: 3.005 G_L1: 4.999 D_real: 0.162 D_fake: 0.453 +(epoch: 15, iters: 7476, time: 0.299, data: 0.021) G_GAN: 2.238 G_L1: 3.812 D_real: 0.060 D_fake: 0.218 +(epoch: 15, iters: 7576, time: 0.300, data: 0.017) G_GAN: 3.463 G_L1: 3.894 D_real: 0.109 D_fake: 0.219 +(epoch: 15, iters: 7676, time: 0.278, data: 0.019) G_GAN: 1.895 G_L1: 3.929 D_real: 0.095 D_fake: 0.704 +(epoch: 15, iters: 7776, time: 0.538, data: 0.015) G_GAN: 2.157 G_L1: 2.795 D_real: 0.168 D_fake: 0.231 +(epoch: 15, iters: 7876, time: 0.294, data: 0.019) G_GAN: 3.390 G_L1: 3.605 D_real: 0.065 D_fake: 0.077 +(epoch: 15, iters: 7976, time: 0.292, data: 0.017) G_GAN: 2.441 G_L1: 4.747 D_real: 0.466 D_fake: 0.082 +(epoch: 15, iters: 8076, time: 0.296, data: 0.015) G_GAN: 4.226 G_L1: 4.948 D_real: 0.024 D_fake: 0.771 +(epoch: 15, iters: 8176, time: 0.406, data: 0.016) G_GAN: 3.637 G_L1: 2.969 D_real: 0.043 D_fake: 0.149 +(epoch: 15, iters: 8276, time: 0.301, data: 0.017) G_GAN: 4.761 G_L1: 8.322 D_real: 0.170 D_fake: 0.059 +(epoch: 15, iters: 8376, time: 0.294, data: 0.018) G_GAN: 1.735 G_L1: 3.897 D_real: 0.009 D_fake: 0.210 +(epoch: 15, iters: 8476, time: 0.294, data: 0.017) G_GAN: 3.150 G_L1: 5.414 D_real: 0.010 D_fake: 0.026 +(epoch: 15, iters: 8576, time: 0.412, data: 0.017) G_GAN: 3.232 G_L1: 3.730 D_real: 1.279 D_fake: 0.122 +(epoch: 15, iters: 8676, time: 0.280, data: 0.017) G_GAN: 3.485 G_L1: 4.954 D_real: 0.054 D_fake: 0.307 +(epoch: 15, iters: 8776, time: 0.305, data: 0.016) G_GAN: 2.966 G_L1: 4.252 D_real: 0.011 D_fake: 0.381 +(epoch: 15, iters: 8876, time: 0.296, data: 0.017) G_GAN: 2.036 G_L1: 7.303 D_real: 0.899 D_fake: 0.245 +(epoch: 15, iters: 8976, time: 0.393, data: 0.016) G_GAN: 2.812 G_L1: 4.070 D_real: 0.002 D_fake: 0.307 +(epoch: 15, iters: 9076, time: 0.297, data: 0.020) G_GAN: 1.826 G_L1: 3.850 D_real: 0.283 D_fake: 0.296 +(epoch: 15, iters: 9176, time: 0.297, data: 0.016) G_GAN: 2.901 G_L1: 3.816 D_real: 0.055 D_fake: 0.158 +(epoch: 15, iters: 9276, time: 0.293, data: 0.017) G_GAN: 3.803 G_L1: 4.927 D_real: 0.006 D_fake: 0.109 +(epoch: 15, iters: 9376, time: 0.401, data: 0.016) G_GAN: 2.874 G_L1: 2.963 D_real: 0.020 D_fake: 0.578 +(epoch: 15, iters: 9476, time: 0.303, data: 0.017) G_GAN: 3.686 G_L1: 5.178 D_real: 0.015 D_fake: 0.113 +(epoch: 15, iters: 9576, time: 0.293, data: 0.023) G_GAN: 5.767 G_L1: 7.069 D_real: 0.457 D_fake: 0.010 +(epoch: 15, iters: 9676, time: 0.305, data: 0.017) G_GAN: 2.825 G_L1: 3.594 D_real: 0.148 D_fake: 0.297 +(epoch: 15, iters: 9776, time: 0.490, data: 0.017) G_GAN: 3.869 G_L1: 4.462 D_real: 0.014 D_fake: 0.530 +(epoch: 15, iters: 9876, time: 0.286, data: 0.019) G_GAN: 3.760 G_L1: 4.929 D_real: 0.097 D_fake: 0.211 +(epoch: 15, iters: 9976, time: 0.303, data: 0.016) G_GAN: 2.507 G_L1: 3.729 D_real: 0.903 D_fake: 0.072 +(epoch: 15, iters: 10076, time: 0.291, data: 0.017) G_GAN: 2.798 G_L1: 2.497 D_real: 0.061 D_fake: 0.161 +(epoch: 15, iters: 10176, time: 0.399, data: 0.016) G_GAN: 2.173 G_L1: 3.415 D_real: 0.031 D_fake: 0.176 +(epoch: 15, iters: 10276, time: 0.298, data: 0.017) G_GAN: 4.135 G_L1: 4.541 D_real: 0.005 D_fake: 0.375 +(epoch: 15, iters: 10376, time: 0.288, data: 0.018) G_GAN: 1.530 G_L1: 5.165 D_real: 0.024 D_fake: 1.495 +(epoch: 15, iters: 10476, time: 0.296, data: 0.020) G_GAN: 1.696 G_L1: 4.909 D_real: 0.001 D_fake: 0.868 +(epoch: 15, iters: 10576, time: 0.418, data: 0.017) G_GAN: 0.926 G_L1: 5.478 D_real: 0.468 D_fake: 0.200 +(epoch: 15, iters: 10676, time: 0.296, data: 0.019) G_GAN: 3.392 G_L1: 2.330 D_real: 0.580 D_fake: 0.029 +(epoch: 15, iters: 10776, time: 0.299, data: 0.018) G_GAN: 1.964 G_L1: 6.254 D_real: 0.128 D_fake: 0.311 +(epoch: 15, iters: 10876, time: 0.289, data: 0.017) G_GAN: 2.420 G_L1: 4.650 D_real: 0.022 D_fake: 0.482 +(epoch: 15, iters: 10976, time: 0.419, data: 0.017) G_GAN: 3.257 G_L1: 4.807 D_real: 0.097 D_fake: 0.454 +(epoch: 15, iters: 11076, time: 0.294, data: 0.019) G_GAN: 2.188 G_L1: 3.975 D_real: 0.004 D_fake: 0.275 +(epoch: 15, iters: 11176, time: 0.304, data: 0.017) G_GAN: 1.683 G_L1: 3.268 D_real: 0.042 D_fake: 0.342 +(epoch: 15, iters: 11276, time: 0.304, data: 0.018) G_GAN: 3.331 G_L1: 3.725 D_real: 0.015 D_fake: 0.374 +(epoch: 15, iters: 11376, time: 0.405, data: 0.020) G_GAN: 2.039 G_L1: 3.557 D_real: 0.003 D_fake: 0.380 +(epoch: 15, iters: 11476, time: 0.304, data: 0.018) G_GAN: 2.398 G_L1: 4.194 D_real: 0.063 D_fake: 0.250 +(epoch: 15, iters: 11576, time: 0.304, data: 0.017) G_GAN: 2.734 G_L1: 4.446 D_real: 0.028 D_fake: 0.214 +(epoch: 15, iters: 11676, time: 0.303, data: 0.018) G_GAN: 3.188 G_L1: 5.520 D_real: 0.049 D_fake: 0.321 +(epoch: 15, iters: 11776, time: 0.532, data: 0.017) G_GAN: 2.256 G_L1: 3.403 D_real: 0.125 D_fake: 0.289 +(epoch: 15, iters: 11876, time: 0.276, data: 0.016) G_GAN: 2.543 G_L1: 4.032 D_real: 0.019 D_fake: 0.189 +(epoch: 15, iters: 11976, time: 0.310, data: 0.015) G_GAN: 2.242 G_L1: 3.756 D_real: 0.677 D_fake: 0.041 +(epoch: 15, iters: 12076, time: 0.286, data: 0.017) G_GAN: 3.317 G_L1: 5.595 D_real: 0.279 D_fake: 0.301 +(epoch: 15, iters: 12176, time: 0.421, data: 0.017) G_GAN: 3.407 G_L1: 3.884 D_real: 0.034 D_fake: 0.075 +(epoch: 15, iters: 12276, time: 0.299, data: 0.018) G_GAN: 3.203 G_L1: 4.464 D_real: 0.051 D_fake: 0.117 +(epoch: 15, iters: 12376, time: 0.291, data: 0.018) G_GAN: 3.024 G_L1: 5.578 D_real: 0.007 D_fake: 0.317 +(epoch: 15, iters: 12476, time: 0.297, data: 0.021) G_GAN: 2.927 G_L1: 3.774 D_real: 0.071 D_fake: 0.064 +(epoch: 15, iters: 12576, time: 0.410, data: 0.018) G_GAN: 2.789 G_L1: 3.914 D_real: 0.000 D_fake: 0.160 +(epoch: 15, iters: 12676, time: 0.296, data: 0.018) G_GAN: 2.556 G_L1: 3.580 D_real: 0.012 D_fake: 0.290 +(epoch: 15, iters: 12776, time: 0.296, data: 0.018) G_GAN: 2.719 G_L1: 7.659 D_real: 0.026 D_fake: 0.107 +(epoch: 15, iters: 12876, time: 0.298, data: 0.019) G_GAN: 1.539 G_L1: 3.360 D_real: 0.019 D_fake: 0.353 +(epoch: 15, iters: 12976, time: 0.417, data: 0.016) G_GAN: 2.271 G_L1: 4.196 D_real: 0.042 D_fake: 0.511 +(epoch: 15, iters: 13076, time: 0.303, data: 0.019) G_GAN: 1.904 G_L1: 5.282 D_real: 0.470 D_fake: 0.232 +(epoch: 15, iters: 13176, time: 0.301, data: 0.018) G_GAN: 1.838 G_L1: 4.225 D_real: 0.129 D_fake: 0.164 +(epoch: 15, iters: 13276, time: 0.296, data: 0.019) G_GAN: 1.908 G_L1: 3.384 D_real: 0.579 D_fake: 0.231 +(epoch: 15, iters: 13376, time: 0.400, data: 0.017) G_GAN: 2.780 G_L1: 3.914 D_real: 0.062 D_fake: 1.729 +(epoch: 15, iters: 13476, time: 0.305, data: 0.019) G_GAN: 3.085 G_L1: 4.420 D_real: 0.061 D_fake: 0.115 +(epoch: 15, iters: 13576, time: 0.300, data: 0.017) G_GAN: 1.077 G_L1: 3.556 D_real: 0.090 D_fake: 0.447 +(epoch: 15, iters: 13676, time: 0.288, data: 0.017) G_GAN: 2.787 G_L1: 5.060 D_real: 0.097 D_fake: 0.617 +(epoch: 15, iters: 13776, time: 0.556, data: 0.017) G_GAN: 3.511 G_L1: 4.822 D_real: 0.105 D_fake: 0.533 +(epoch: 15, iters: 13876, time: 0.289, data: 0.022) G_GAN: 3.958 G_L1: 6.077 D_real: 0.005 D_fake: 0.064 +(epoch: 15, iters: 13976, time: 0.299, data: 0.020) G_GAN: 2.966 G_L1: 4.217 D_real: 0.215 D_fake: 0.099 +(epoch: 15, iters: 14076, time: 0.298, data: 0.021) G_GAN: 2.762 G_L1: 4.003 D_real: 0.002 D_fake: 0.327 +(epoch: 15, iters: 14176, time: 0.408, data: 0.017) G_GAN: 3.923 G_L1: 2.931 D_real: 0.114 D_fake: 0.051 +(epoch: 15, iters: 14276, time: 0.298, data: 0.019) G_GAN: 2.503 G_L1: 3.727 D_real: 0.439 D_fake: 0.182 +(epoch: 15, iters: 14376, time: 0.300, data: 0.017) G_GAN: 4.351 G_L1: 3.728 D_real: 0.028 D_fake: 0.049 +(epoch: 15, iters: 14476, time: 0.295, data: 0.017) G_GAN: 3.551 G_L1: 4.206 D_real: 0.017 D_fake: 0.711 +(epoch: 15, iters: 14576, time: 0.410, data: 0.016) G_GAN: 4.467 G_L1: 6.292 D_real: 0.031 D_fake: 0.501 +(epoch: 15, iters: 14676, time: 0.301, data: 0.019) G_GAN: 3.828 G_L1: 5.643 D_real: 0.301 D_fake: 0.102 +(epoch: 15, iters: 14776, time: 0.299, data: 0.017) G_GAN: 4.373 G_L1: 4.846 D_real: 0.176 D_fake: 0.057 +(epoch: 15, iters: 14876, time: 0.303, data: 0.020) G_GAN: 3.003 G_L1: 3.478 D_real: 0.212 D_fake: 0.181 +(epoch: 15, iters: 14976, time: 0.403, data: 0.019) G_GAN: 3.315 G_L1: 3.917 D_real: 0.013 D_fake: 0.184 +(epoch: 15, iters: 15076, time: 0.303, data: 0.019) G_GAN: 3.640 G_L1: 5.193 D_real: 0.069 D_fake: 0.052 +(epoch: 15, iters: 15176, time: 0.290, data: 0.018) G_GAN: 2.867 G_L1: 3.082 D_real: 0.483 D_fake: 0.530 +(epoch: 15, iters: 15276, time: 0.303, data: 0.019) G_GAN: 2.488 G_L1: 4.018 D_real: 0.002 D_fake: 0.484 +(epoch: 15, iters: 15376, time: 0.422, data: 0.017) G_GAN: 4.624 G_L1: 5.810 D_real: 0.050 D_fake: 0.047 +(epoch: 15, iters: 15476, time: 0.302, data: 0.018) G_GAN: 3.210 G_L1: 3.185 D_real: 0.135 D_fake: 0.203 +(epoch: 15, iters: 15576, time: 0.301, data: 0.022) G_GAN: 2.934 G_L1: 3.040 D_real: 0.246 D_fake: 0.147 +(epoch: 15, iters: 15676, time: 0.295, data: 0.022) G_GAN: 3.380 G_L1: 4.527 D_real: 0.362 D_fake: 0.410 +(epoch: 15, iters: 15776, time: 0.504, data: 0.023) G_GAN: 4.209 G_L1: 4.820 D_real: 0.032 D_fake: 0.129 +(epoch: 15, iters: 15876, time: 0.300, data: 0.019) G_GAN: 3.529 G_L1: 4.991 D_real: 0.017 D_fake: 0.681 +(epoch: 15, iters: 15976, time: 0.303, data: 0.019) G_GAN: 4.492 G_L1: 4.944 D_real: 0.001 D_fake: 0.859 +(epoch: 15, iters: 16076, time: 0.299, data: 0.022) G_GAN: 2.927 G_L1: 4.947 D_real: 0.064 D_fake: 0.763 +(epoch: 15, iters: 16176, time: 0.416, data: 0.017) G_GAN: 2.393 G_L1: 4.161 D_real: 0.051 D_fake: 0.338 +(epoch: 15, iters: 16276, time: 0.292, data: 0.019) G_GAN: 3.627 G_L1: 7.331 D_real: 0.002 D_fake: 0.851 +(epoch: 15, iters: 16376, time: 0.305, data: 0.020) G_GAN: 3.735 G_L1: 4.646 D_real: 0.014 D_fake: 0.067 +(epoch: 15, iters: 16476, time: 0.305, data: 0.018) G_GAN: 2.572 G_L1: 3.815 D_real: 0.001 D_fake: 0.890 +(epoch: 15, iters: 16576, time: 0.395, data: 0.016) G_GAN: 2.410 G_L1: 4.099 D_real: 0.076 D_fake: 0.438 +(epoch: 15, iters: 16676, time: 0.297, data: 0.018) G_GAN: 1.861 G_L1: 3.647 D_real: 0.016 D_fake: 0.699 +(epoch: 15, iters: 16776, time: 0.301, data: 0.017) G_GAN: 2.359 G_L1: 4.921 D_real: 0.082 D_fake: 0.365 +(epoch: 15, iters: 16876, time: 0.302, data: 0.021) G_GAN: 3.192 G_L1: 5.093 D_real: 0.056 D_fake: 0.522 +(epoch: 15, iters: 16976, time: 0.423, data: 0.016) G_GAN: 2.557 G_L1: 9.228 D_real: 0.147 D_fake: 0.345 +(epoch: 15, iters: 17076, time: 0.303, data: 0.020) G_GAN: 2.211 G_L1: 4.451 D_real: 0.062 D_fake: 0.540 +(epoch: 15, iters: 17176, time: 0.298, data: 0.017) G_GAN: 4.267 G_L1: 5.608 D_real: 0.088 D_fake: 0.361 +(epoch: 15, iters: 17276, time: 0.302, data: 0.016) G_GAN: 2.208 G_L1: 3.253 D_real: 0.057 D_fake: 0.185 +(epoch: 15, iters: 17376, time: 0.420, data: 0.020) G_GAN: 4.011 G_L1: 6.529 D_real: 0.177 D_fake: 0.097 +(epoch: 15, iters: 17476, time: 0.305, data: 0.019) G_GAN: 1.577 G_L1: 3.832 D_real: 1.077 D_fake: 0.088 +(epoch: 15, iters: 17576, time: 0.298, data: 0.019) G_GAN: 2.353 G_L1: 3.066 D_real: 0.336 D_fake: 0.352 +(epoch: 15, iters: 17676, time: 0.304, data: 0.020) G_GAN: 3.466 G_L1: 6.409 D_real: 0.317 D_fake: 0.078 +(epoch: 15, iters: 17776, time: 0.546, data: 0.017) G_GAN: 3.395 G_L1: 4.744 D_real: 0.060 D_fake: 0.132 +(epoch: 15, iters: 17876, time: 0.305, data: 0.018) G_GAN: 3.749 G_L1: 5.289 D_real: 0.050 D_fake: 0.184 +(epoch: 15, iters: 17976, time: 0.284, data: 0.020) G_GAN: 3.601 G_L1: 4.228 D_real: 0.003 D_fake: 0.336 +(epoch: 15, iters: 18076, time: 0.291, data: 0.021) G_GAN: 3.381 G_L1: 4.404 D_real: 0.108 D_fake: 0.075 +(epoch: 15, iters: 18176, time: 0.424, data: 0.014) G_GAN: 2.848 G_L1: 4.840 D_real: 0.032 D_fake: 0.140 +(epoch: 15, iters: 18276, time: 0.303, data: 0.019) G_GAN: 2.488 G_L1: 3.435 D_real: 0.000 D_fake: 0.183 +(epoch: 15, iters: 18376, time: 0.294, data: 0.017) G_GAN: 3.939 G_L1: 5.074 D_real: 0.012 D_fake: 0.135 +(epoch: 15, iters: 18476, time: 0.298, data: 0.018) G_GAN: 2.007 G_L1: 3.837 D_real: 0.288 D_fake: 0.299 +(epoch: 15, iters: 18576, time: 0.403, data: 0.023) G_GAN: 3.524 G_L1: 7.512 D_real: 0.114 D_fake: 0.104 +(epoch: 15, iters: 18676, time: 0.298, data: 0.023) G_GAN: 4.265 G_L1: 4.404 D_real: 0.012 D_fake: 0.313 +(epoch: 15, iters: 18776, time: 0.296, data: 0.018) G_GAN: 2.038 G_L1: 4.861 D_real: 0.515 D_fake: 0.125 +(epoch: 15, iters: 18876, time: 0.300, data: 0.017) G_GAN: 2.312 G_L1: 2.628 D_real: 0.132 D_fake: 0.182 +(epoch: 15, iters: 18976, time: 0.415, data: 0.018) G_GAN: 2.737 G_L1: 3.687 D_real: 0.019 D_fake: 0.481 +(epoch: 15, iters: 19076, time: 0.302, data: 0.019) G_GAN: 4.142 G_L1: 7.664 D_real: 0.289 D_fake: 0.060 +(epoch: 15, iters: 19176, time: 0.297, data: 0.017) G_GAN: 2.994 G_L1: 3.977 D_real: 0.051 D_fake: 0.517 +(epoch: 15, iters: 19276, time: 0.299, data: 0.018) G_GAN: 3.600 G_L1: 4.006 D_real: 0.336 D_fake: 0.617 +(epoch: 15, iters: 19376, time: 0.413, data: 0.020) G_GAN: 3.470 G_L1: 5.530 D_real: 0.030 D_fake: 0.487 +(epoch: 15, iters: 19476, time: 0.306, data: 0.019) G_GAN: 3.524 G_L1: 5.508 D_real: 0.293 D_fake: 0.812 +(epoch: 15, iters: 19576, time: 0.294, data: 0.018) G_GAN: 2.856 G_L1: 5.045 D_real: 0.053 D_fake: 0.169 +(epoch: 15, iters: 19676, time: 0.298, data: 0.018) G_GAN: 3.217 G_L1: 3.845 D_real: 0.254 D_fake: 0.144 +(epoch: 15, iters: 19776, time: 0.497, data: 0.018) G_GAN: 4.066 G_L1: 3.309 D_real: 0.166 D_fake: 0.102 +(epoch: 15, iters: 19876, time: 0.305, data: 0.020) G_GAN: 4.080 G_L1: 3.666 D_real: 0.121 D_fake: 0.041 +(epoch: 15, iters: 19976, time: 0.304, data: 0.016) G_GAN: 2.917 G_L1: 3.488 D_real: 0.072 D_fake: 0.176 +(epoch: 15, iters: 20076, time: 0.307, data: 0.020) G_GAN: 4.479 G_L1: 4.890 D_real: 0.056 D_fake: 0.175 +(epoch: 15, iters: 20176, time: 0.405, data: 0.018) G_GAN: 1.847 G_L1: 3.948 D_real: 0.878 D_fake: 0.168 +(epoch: 15, iters: 20276, time: 0.297, data: 0.016) G_GAN: 4.863 G_L1: 5.122 D_real: 0.041 D_fake: 0.148 +(epoch: 15, iters: 20376, time: 0.291, data: 0.020) G_GAN: 4.682 G_L1: 4.604 D_real: 0.119 D_fake: 0.022 +(epoch: 15, iters: 20476, time: 0.278, data: 0.020) G_GAN: 4.145 G_L1: 7.589 D_real: 0.039 D_fake: 0.044 +(epoch: 15, iters: 20576, time: 0.391, data: 0.016) G_GAN: 3.797 G_L1: 2.138 D_real: 0.376 D_fake: 0.063 +(epoch: 15, iters: 20676, time: 0.305, data: 0.018) G_GAN: 4.694 G_L1: 4.102 D_real: 0.002 D_fake: 0.105 +(epoch: 15, iters: 20776, time: 0.304, data: 0.017) G_GAN: 3.804 G_L1: 5.293 D_real: 0.011 D_fake: 0.059 +(epoch: 15, iters: 20876, time: 0.306, data: 0.016) G_GAN: 5.487 G_L1: 4.672 D_real: 0.001 D_fake: 0.196 +(epoch: 15, iters: 20976, time: 0.393, data: 0.018) G_GAN: 2.820 G_L1: 3.800 D_real: 0.002 D_fake: 0.241 +(epoch: 15, iters: 21076, time: 0.297, data: 0.017) G_GAN: 3.391 G_L1: 4.429 D_real: 0.034 D_fake: 0.222 +(epoch: 15, iters: 21176, time: 0.291, data: 0.018) G_GAN: 2.690 G_L1: 2.991 D_real: 0.002 D_fake: 0.296 +(epoch: 15, iters: 21276, time: 0.279, data: 0.016) G_GAN: 2.632 G_L1: 4.027 D_real: 0.005 D_fake: 0.446 +(epoch: 15, iters: 21376, time: 0.377, data: 0.014) G_GAN: 3.091 G_L1: 4.838 D_real: 0.294 D_fake: 0.170 +(epoch: 15, iters: 21476, time: 0.298, data: 0.017) G_GAN: 2.583 G_L1: 4.047 D_real: 0.336 D_fake: 0.076 +(epoch: 15, iters: 21576, time: 0.305, data: 0.016) G_GAN: 4.534 G_L1: 5.436 D_real: 0.028 D_fake: 0.340 +(epoch: 15, iters: 21676, time: 0.298, data: 0.019) G_GAN: 4.188 G_L1: 4.619 D_real: 0.528 D_fake: 0.056 +(epoch: 15, iters: 21776, time: 0.539, data: 0.015) G_GAN: 4.169 G_L1: 6.972 D_real: 0.000 D_fake: 0.768 +(epoch: 15, iters: 21876, time: 0.301, data: 0.018) G_GAN: 1.800 G_L1: 3.884 D_real: 0.112 D_fake: 0.445 +(epoch: 15, iters: 21976, time: 0.302, data: 0.018) G_GAN: 2.409 G_L1: 4.190 D_real: 0.000 D_fake: 0.276 +(epoch: 15, iters: 22076, time: 0.302, data: 0.019) G_GAN: 2.983 G_L1: 5.981 D_real: 0.001 D_fake: 0.076 +(epoch: 15, iters: 22176, time: 0.383, data: 0.017) G_GAN: 4.540 G_L1: 6.900 D_real: 0.106 D_fake: 0.148 +(epoch: 15, iters: 22276, time: 0.284, data: 0.019) G_GAN: 4.101 G_L1: 3.738 D_real: 0.005 D_fake: 0.161 +(epoch: 15, iters: 22376, time: 0.297, data: 0.018) G_GAN: 0.929 G_L1: 3.851 D_real: 0.101 D_fake: 0.151 +(epoch: 15, iters: 22476, time: 0.301, data: 0.018) G_GAN: 3.668 G_L1: 3.984 D_real: 0.033 D_fake: 0.215 +(epoch: 15, iters: 22576, time: 0.422, data: 0.018) G_GAN: 2.664 G_L1: 5.480 D_real: 0.004 D_fake: 0.331 +(epoch: 15, iters: 22676, time: 0.276, data: 0.018) G_GAN: 2.282 G_L1: 6.055 D_real: 0.014 D_fake: 0.457 +(epoch: 15, iters: 22776, time: 0.294, data: 0.015) G_GAN: 1.269 G_L1: 3.215 D_real: 0.070 D_fake: 1.025 +(epoch: 15, iters: 22876, time: 0.303, data: 0.015) G_GAN: 1.135 G_L1: 3.537 D_real: 0.039 D_fake: 0.548 +(epoch: 15, iters: 22976, time: 0.418, data: 0.018) G_GAN: 1.864 G_L1: 4.839 D_real: 0.001 D_fake: 0.801 +(epoch: 15, iters: 23076, time: 0.290, data: 0.018) G_GAN: 2.118 G_L1: 3.532 D_real: 0.009 D_fake: 0.403 +(epoch: 15, iters: 23176, time: 0.299, data: 0.017) G_GAN: 2.016 G_L1: 4.724 D_real: 0.001 D_fake: 0.358 +(epoch: 15, iters: 23276, time: 0.301, data: 0.016) G_GAN: 1.931 G_L1: 4.733 D_real: 0.007 D_fake: 0.341 +(epoch: 15, iters: 23376, time: 0.412, data: 0.017) G_GAN: 3.168 G_L1: 5.455 D_real: 0.002 D_fake: 0.746 +(epoch: 15, iters: 23476, time: 0.304, data: 0.017) G_GAN: 2.744 G_L1: 6.040 D_real: 0.020 D_fake: 0.595 +(epoch: 15, iters: 23576, time: 0.297, data: 0.017) G_GAN: 3.629 G_L1: 5.531 D_real: 0.292 D_fake: 0.112 +(epoch: 15, iters: 23676, time: 0.299, data: 0.017) G_GAN: 2.513 G_L1: 4.422 D_real: 0.000 D_fake: 0.339 +(epoch: 15, iters: 23776, time: 0.550, data: 0.016) G_GAN: 1.114 G_L1: 4.164 D_real: 0.003 D_fake: 0.585 +(epoch: 15, iters: 23876, time: 0.299, data: 0.018) G_GAN: 3.758 G_L1: 6.691 D_real: 0.035 D_fake: 0.278 +(epoch: 15, iters: 23976, time: 0.302, data: 0.018) G_GAN: 1.798 G_L1: 4.485 D_real: 0.001 D_fake: 0.587 +(epoch: 15, iters: 24076, time: 0.309, data: 0.018) G_GAN: 2.117 G_L1: 3.802 D_real: 0.008 D_fake: 0.481 +(epoch: 15, iters: 24176, time: 0.422, data: 0.017) G_GAN: 2.037 G_L1: 4.859 D_real: 0.011 D_fake: 0.238 +(epoch: 15, iters: 24276, time: 0.300, data: 0.018) G_GAN: 1.657 G_L1: 4.661 D_real: 0.013 D_fake: 0.291 +(epoch: 15, iters: 24376, time: 0.288, data: 0.016) G_GAN: 2.332 G_L1: 4.629 D_real: 0.007 D_fake: 0.420 +(epoch: 15, iters: 24476, time: 0.305, data: 0.020) G_GAN: 2.959 G_L1: 4.446 D_real: 0.000 D_fake: 0.850 +(epoch: 15, iters: 24576, time: 0.414, data: 0.018) G_GAN: 3.180 G_L1: 5.926 D_real: 0.003 D_fake: 0.438 +(epoch: 15, iters: 24676, time: 0.299, data: 0.019) G_GAN: 1.714 G_L1: 3.814 D_real: 0.001 D_fake: 0.403 +(epoch: 15, iters: 24776, time: 0.296, data: 0.017) G_GAN: 1.496 G_L1: 4.240 D_real: 0.001 D_fake: 0.616 +(epoch: 15, iters: 24876, time: 0.308, data: 0.019) G_GAN: 2.415 G_L1: 2.948 D_real: 0.005 D_fake: 0.087 +(epoch: 15, iters: 24976, time: 0.406, data: 0.019) G_GAN: 2.250 G_L1: 5.712 D_real: 0.162 D_fake: 0.873 +(epoch: 15, iters: 25076, time: 0.299, data: 0.021) G_GAN: 1.392 G_L1: 4.182 D_real: 0.264 D_fake: 0.624 +(epoch: 15, iters: 25176, time: 0.299, data: 0.018) G_GAN: 2.848 G_L1: 7.205 D_real: 0.136 D_fake: 0.294 +(epoch: 15, iters: 25276, time: 0.294, data: 0.017) G_GAN: 2.351 G_L1: 10.545 D_real: 0.021 D_fake: 0.529 +(epoch: 15, iters: 25376, time: 0.418, data: 0.025) G_GAN: 2.530 G_L1: 5.110 D_real: 0.001 D_fake: 0.481 +(epoch: 15, iters: 25476, time: 0.296, data: 0.019) G_GAN: 2.606 G_L1: 4.126 D_real: 0.012 D_fake: 0.196 +(epoch: 15, iters: 25576, time: 0.299, data: 0.017) G_GAN: 1.659 G_L1: 5.256 D_real: 0.000 D_fake: 0.493 +(epoch: 15, iters: 25676, time: 0.297, data: 0.018) G_GAN: 1.956 G_L1: 3.479 D_real: 0.000 D_fake: 0.557 +(epoch: 15, iters: 25776, time: 0.522, data: 0.017) G_GAN: 1.882 G_L1: 3.575 D_real: 0.006 D_fake: 0.290 +(epoch: 15, iters: 25876, time: 0.304, data: 0.019) G_GAN: 1.972 G_L1: 4.149 D_real: 0.001 D_fake: 0.330 +(epoch: 15, iters: 25976, time: 0.303, data: 0.017) G_GAN: 1.613 G_L1: 3.676 D_real: 0.009 D_fake: 1.172 +(epoch: 15, iters: 26076, time: 0.299, data: 0.018) G_GAN: 2.078 G_L1: 3.433 D_real: 0.052 D_fake: 0.315 +(epoch: 15, iters: 26176, time: 0.417, data: 0.020) G_GAN: 2.202 G_L1: 4.849 D_real: 0.022 D_fake: 0.154 +(epoch: 15, iters: 26276, time: 0.292, data: 0.019) G_GAN: 1.943 G_L1: 3.402 D_real: 0.035 D_fake: 0.324 +(epoch: 15, iters: 26376, time: 0.306, data: 0.018) G_GAN: 3.310 G_L1: 6.609 D_real: 0.043 D_fake: 0.121 +(epoch: 15, iters: 26476, time: 0.304, data: 0.019) G_GAN: 2.235 G_L1: 4.140 D_real: 0.006 D_fake: 0.659 +(epoch: 15, iters: 26576, time: 0.413, data: 0.018) G_GAN: 3.420 G_L1: 6.490 D_real: 0.001 D_fake: 1.388 +(epoch: 15, iters: 26676, time: 0.291, data: 0.018) G_GAN: 2.825 G_L1: 5.505 D_real: 0.005 D_fake: 0.210 +(epoch: 15, iters: 26776, time: 0.304, data: 0.017) G_GAN: 1.148 G_L1: 4.512 D_real: 0.001 D_fake: 0.918 +(epoch: 15, iters: 26876, time: 0.302, data: 0.018) G_GAN: 2.438 G_L1: 5.427 D_real: 0.009 D_fake: 0.093 +(epoch: 15, iters: 26976, time: 0.430, data: 0.018) G_GAN: 2.009 G_L1: 5.437 D_real: 0.002 D_fake: 0.961 +(epoch: 15, iters: 27076, time: 0.305, data: 0.019) G_GAN: 2.103 G_L1: 4.550 D_real: 0.012 D_fake: 0.490 +(epoch: 15, iters: 27176, time: 0.301, data: 0.017) G_GAN: 1.688 G_L1: 3.454 D_real: 0.001 D_fake: 0.287 +(epoch: 15, iters: 27276, time: 0.299, data: 0.017) G_GAN: 3.573 G_L1: 4.293 D_real: 0.364 D_fake: 0.448 +(epoch: 15, iters: 27376, time: 0.414, data: 0.016) G_GAN: 1.525 G_L1: 4.576 D_real: 0.019 D_fake: 0.194 +(epoch: 15, iters: 27476, time: 0.301, data: 0.019) G_GAN: 1.851 G_L1: 5.362 D_real: 0.136 D_fake: 0.299 +(epoch: 15, iters: 27576, time: 0.305, data: 0.017) G_GAN: 1.355 G_L1: 3.405 D_real: 0.006 D_fake: 0.350 +(epoch: 15, iters: 27676, time: 0.301, data: 0.019) G_GAN: 3.070 G_L1: 4.087 D_real: 0.040 D_fake: 0.338 +(epoch: 15, iters: 27776, time: 0.538, data: 0.017) G_GAN: 3.016 G_L1: 4.372 D_real: 0.004 D_fake: 0.044 +(epoch: 15, iters: 27876, time: 0.283, data: 0.017) G_GAN: 1.353 G_L1: 3.099 D_real: 0.987 D_fake: 0.171 +(epoch: 15, iters: 27976, time: 0.288, data: 0.020) G_GAN: 2.079 G_L1: 4.028 D_real: 0.008 D_fake: 0.575 +(epoch: 15, iters: 28076, time: 0.294, data: 0.017) G_GAN: 3.838 G_L1: 5.317 D_real: 0.059 D_fake: 0.838 +(epoch: 15, iters: 28176, time: 0.428, data: 0.016) G_GAN: 2.603 G_L1: 5.117 D_real: 0.001 D_fake: 0.499 +(epoch: 15, iters: 28276, time: 0.287, data: 0.019) G_GAN: 2.414 G_L1: 6.141 D_real: 0.097 D_fake: 0.308 +(epoch: 15, iters: 28376, time: 0.302, data: 0.015) G_GAN: 2.929 G_L1: 3.968 D_real: 0.060 D_fake: 0.145 +(epoch: 15, iters: 28476, time: 0.306, data: 0.016) G_GAN: 2.489 G_L1: 4.103 D_real: 0.002 D_fake: 0.195 +(epoch: 15, iters: 28576, time: 0.417, data: 0.020) G_GAN: 2.403 G_L1: 3.334 D_real: 0.036 D_fake: 0.212 +(epoch: 15, iters: 28676, time: 0.302, data: 0.020) G_GAN: 2.084 G_L1: 3.720 D_real: 0.460 D_fake: 0.729 +(epoch: 15, iters: 28776, time: 0.292, data: 0.018) G_GAN: 4.402 G_L1: 9.355 D_real: 0.445 D_fake: 0.031 +(epoch: 15, iters: 28876, time: 0.303, data: 0.017) G_GAN: 2.111 G_L1: 3.547 D_real: 0.007 D_fake: 0.393 +(epoch: 15, iters: 28976, time: 0.408, data: 0.017) G_GAN: 2.364 G_L1: 4.839 D_real: 0.404 D_fake: 0.077 +(epoch: 15, iters: 29076, time: 0.297, data: 0.018) G_GAN: 2.692 G_L1: 6.407 D_real: 0.080 D_fake: 0.176 +(epoch: 15, iters: 29176, time: 0.296, data: 0.017) G_GAN: 2.686 G_L1: 3.868 D_real: 0.001 D_fake: 0.707 +(epoch: 15, iters: 29276, time: 0.305, data: 0.017) G_GAN: 1.859 G_L1: 3.373 D_real: 0.217 D_fake: 0.141 +(epoch: 15, iters: 29376, time: 0.409, data: 0.018) G_GAN: 2.484 G_L1: 4.442 D_real: 0.006 D_fake: 0.502 +(epoch: 15, iters: 29476, time: 0.302, data: 0.018) G_GAN: 2.572 G_L1: 3.807 D_real: 0.092 D_fake: 0.499 +(epoch: 15, iters: 29576, time: 0.299, data: 0.017) G_GAN: 1.710 G_L1: 2.726 D_real: 0.001 D_fake: 0.841 +(epoch: 15, iters: 29676, time: 0.300, data: 0.018) G_GAN: 2.747 G_L1: 5.357 D_real: 0.369 D_fake: 0.073 +(epoch: 15, iters: 29776, time: 0.548, data: 0.017) G_GAN: 2.661 G_L1: 4.525 D_real: 0.018 D_fake: 0.136 +(epoch: 15, iters: 29876, time: 0.301, data: 0.020) G_GAN: 1.941 G_L1: 3.674 D_real: 0.047 D_fake: 0.253 +(epoch: 15, iters: 29976, time: 0.297, data: 0.017) G_GAN: 3.109 G_L1: 6.511 D_real: 0.117 D_fake: 0.264 +(epoch: 15, iters: 30076, time: 0.304, data: 0.015) G_GAN: 2.946 G_L1: 5.221 D_real: 0.050 D_fake: 0.560 +(epoch: 15, iters: 30176, time: 0.413, data: 0.018) G_GAN: 3.788 G_L1: 10.901 D_real: 0.131 D_fake: 0.152 +(epoch: 15, iters: 30276, time: 0.306, data: 0.022) G_GAN: 3.469 G_L1: 5.110 D_real: 0.163 D_fake: 0.797 +(epoch: 15, iters: 30376, time: 0.306, data: 0.017) G_GAN: 1.989 G_L1: 3.964 D_real: 0.162 D_fake: 0.361 +(epoch: 15, iters: 30476, time: 0.304, data: 0.022) G_GAN: 2.858 G_L1: 2.782 D_real: 0.384 D_fake: 0.331 +(epoch: 15, iters: 30576, time: 0.428, data: 0.017) G_GAN: 3.836 G_L1: 5.752 D_real: 0.107 D_fake: 0.120 +(epoch: 15, iters: 30676, time: 0.304, data: 0.020) G_GAN: 4.121 G_L1: 8.725 D_real: 0.032 D_fake: 0.142 +(epoch: 15, iters: 30776, time: 0.302, data: 0.017) G_GAN: 2.466 G_L1: 5.166 D_real: 0.001 D_fake: 0.094 +(epoch: 15, iters: 30876, time: 0.297, data: 0.017) G_GAN: 2.889 G_L1: 4.762 D_real: 0.002 D_fake: 0.209 +(epoch: 15, iters: 30976, time: 0.399, data: 0.017) G_GAN: 2.972 G_L1: 3.340 D_real: 0.011 D_fake: 0.207 +(epoch: 15, iters: 31076, time: 0.282, data: 0.019) G_GAN: 2.992 G_L1: 4.447 D_real: 0.025 D_fake: 0.318 +(epoch: 15, iters: 31176, time: 0.299, data: 0.015) G_GAN: 1.879 G_L1: 3.921 D_real: 0.043 D_fake: 0.171 +(epoch: 15, iters: 31276, time: 0.297, data: 0.017) G_GAN: 2.631 G_L1: 4.866 D_real: 0.008 D_fake: 0.589 +(epoch: 15, iters: 31376, time: 0.422, data: 0.017) G_GAN: 2.810 G_L1: 4.156 D_real: 0.004 D_fake: 0.275 +(epoch: 15, iters: 31476, time: 0.305, data: 0.022) G_GAN: 2.427 G_L1: 3.810 D_real: 0.065 D_fake: 0.379 +(epoch: 15, iters: 31576, time: 0.295, data: 0.017) G_GAN: 1.875 G_L1: 5.138 D_real: 0.019 D_fake: 0.605 +(epoch: 15, iters: 31676, time: 0.306, data: 0.017) G_GAN: 2.072 G_L1: 4.737 D_real: 0.234 D_fake: 0.409 +(epoch: 15, iters: 31776, time: 0.558, data: 0.024) G_GAN: 2.402 G_L1: 5.855 D_real: 0.173 D_fake: 0.232 +(epoch: 15, iters: 31876, time: 0.299, data: 0.018) G_GAN: 3.090 G_L1: 4.045 D_real: 0.244 D_fake: 0.122 +(epoch: 15, iters: 31976, time: 0.301, data: 0.018) G_GAN: 2.383 G_L1: 4.332 D_real: 0.200 D_fake: 0.405 +(epoch: 15, iters: 32076, time: 0.294, data: 0.018) G_GAN: 3.633 G_L1: 4.907 D_real: 0.286 D_fake: 0.030 +(epoch: 15, iters: 32176, time: 0.413, data: 0.029) G_GAN: 3.675 G_L1: 3.094 D_real: 0.013 D_fake: 1.402 +(epoch: 15, iters: 32276, time: 0.279, data: 0.024) G_GAN: 4.305 G_L1: 4.230 D_real: 0.127 D_fake: 0.111 +(epoch: 15, iters: 32376, time: 0.308, data: 0.017) G_GAN: 3.360 G_L1: 5.531 D_real: 0.057 D_fake: 0.772 +(epoch: 15, iters: 32476, time: 0.303, data: 0.018) G_GAN: 2.934 G_L1: 4.124 D_real: 0.248 D_fake: 0.223 +(epoch: 15, iters: 32576, time: 0.426, data: 0.020) G_GAN: 3.183 G_L1: 4.447 D_real: 0.004 D_fake: 0.448 +(epoch: 15, iters: 32676, time: 0.301, data: 0.019) G_GAN: 4.281 G_L1: 5.406 D_real: 0.004 D_fake: 0.288 +(epoch: 15, iters: 32776, time: 0.303, data: 0.017) G_GAN: 6.553 G_L1: 7.232 D_real: 0.150 D_fake: 0.585 +(epoch: 15, iters: 32876, time: 0.289, data: 0.018) G_GAN: 2.994 G_L1: 3.250 D_real: 0.150 D_fake: 0.406 +(epoch: 15, iters: 32976, time: 0.398, data: 0.018) G_GAN: 4.522 G_L1: 3.755 D_real: 0.054 D_fake: 0.047 +(epoch: 15, iters: 33076, time: 0.301, data: 0.017) G_GAN: 3.920 G_L1: 6.781 D_real: 0.269 D_fake: 0.198 +(epoch: 15, iters: 33176, time: 0.295, data: 0.016) G_GAN: 3.846 G_L1: 3.578 D_real: 0.018 D_fake: 0.385 +(epoch: 15, iters: 33276, time: 0.302, data: 0.031) G_GAN: 2.932 G_L1: 4.093 D_real: 0.449 D_fake: 0.087 +(epoch: 15, iters: 33376, time: 0.423, data: 0.017) G_GAN: 3.984 G_L1: 3.479 D_real: 0.108 D_fake: 0.147 +(epoch: 15, iters: 33476, time: 0.302, data: 0.018) G_GAN: 4.643 G_L1: 3.884 D_real: 0.055 D_fake: 0.046 +(epoch: 15, iters: 33576, time: 0.294, data: 0.018) G_GAN: 3.256 G_L1: 5.513 D_real: 0.029 D_fake: 0.588 +(epoch: 15, iters: 33676, time: 0.310, data: 0.016) G_GAN: 2.903 G_L1: 5.192 D_real: 0.328 D_fake: 0.286 +(epoch: 15, iters: 33776, time: 0.523, data: 0.017) G_GAN: 4.317 G_L1: 3.930 D_real: 0.003 D_fake: 0.188 +(epoch: 15, iters: 33876, time: 0.303, data: 0.018) G_GAN: 3.588 G_L1: 4.150 D_real: 0.035 D_fake: 0.246 +(epoch: 15, iters: 33976, time: 0.293, data: 0.017) G_GAN: 2.603 G_L1: 5.727 D_real: 0.271 D_fake: 0.211 +(epoch: 15, iters: 34076, time: 0.300, data: 0.017) G_GAN: 3.107 G_L1: 4.480 D_real: 0.030 D_fake: 0.441 +(epoch: 15, iters: 34176, time: 0.387, data: 0.017) G_GAN: 3.079 G_L1: 2.837 D_real: 0.054 D_fake: 0.672 +(epoch: 15, iters: 34276, time: 0.301, data: 0.018) G_GAN: 2.700 G_L1: 5.185 D_real: 0.023 D_fake: 0.279 +(epoch: 15, iters: 34376, time: 0.301, data: 0.017) G_GAN: 2.964 G_L1: 3.872 D_real: 0.532 D_fake: 0.083 +(epoch: 15, iters: 34476, time: 0.287, data: 0.018) G_GAN: 3.092 G_L1: 4.744 D_real: 0.155 D_fake: 0.197 +(epoch: 15, iters: 34576, time: 0.404, data: 0.015) G_GAN: 2.691 G_L1: 3.148 D_real: 0.530 D_fake: 0.203 +(epoch: 15, iters: 34676, time: 0.300, data: 0.019) G_GAN: 5.160 G_L1: 6.638 D_real: 0.225 D_fake: 0.359 +(epoch: 15, iters: 34776, time: 0.302, data: 0.016) G_GAN: 2.934 G_L1: 5.209 D_real: 0.171 D_fake: 0.250 +(epoch: 15, iters: 34876, time: 0.295, data: 0.021) G_GAN: 4.178 G_L1: 4.441 D_real: 0.090 D_fake: 0.101 +(epoch: 15, iters: 34976, time: 0.414, data: 0.016) G_GAN: 3.381 G_L1: 3.466 D_real: 0.009 D_fake: 0.866 +(epoch: 15, iters: 35076, time: 0.296, data: 0.019) G_GAN: 5.981 G_L1: 7.654 D_real: 0.020 D_fake: 0.179 +(epoch: 15, iters: 35176, time: 0.295, data: 0.018) G_GAN: 2.870 G_L1: 3.794 D_real: 0.011 D_fake: 0.348 +(epoch: 15, iters: 35276, time: 0.293, data: 0.017) G_GAN: 2.205 G_L1: 4.117 D_real: 0.170 D_fake: 0.135 +(epoch: 15, iters: 35376, time: 0.393, data: 0.016) G_GAN: 4.129 G_L1: 3.328 D_real: 0.019 D_fake: 0.036 +(epoch: 15, iters: 35476, time: 0.302, data: 0.022) G_GAN: 3.015 G_L1: 4.030 D_real: 0.017 D_fake: 0.217 +(epoch: 15, iters: 35576, time: 0.291, data: 0.017) G_GAN: 5.180 G_L1: 5.728 D_real: 0.007 D_fake: 0.041 +(epoch: 15, iters: 35676, time: 0.302, data: 0.017) G_GAN: 3.547 G_L1: 4.752 D_real: 0.089 D_fake: 0.111 +(epoch: 15, iters: 35776, time: 0.532, data: 0.021) G_GAN: 2.335 G_L1: 4.094 D_real: 0.071 D_fake: 0.364 +(epoch: 15, iters: 35876, time: 0.280, data: 0.019) G_GAN: 2.713 G_L1: 4.119 D_real: 0.017 D_fake: 0.454 +(epoch: 15, iters: 35976, time: 0.293, data: 0.014) G_GAN: 2.164 G_L1: 3.481 D_real: 0.003 D_fake: 0.103 +(epoch: 15, iters: 36076, time: 0.284, data: 0.016) G_GAN: 1.111 G_L1: 4.579 D_real: 0.016 D_fake: 0.524 +(epoch: 15, iters: 36176, time: 0.412, data: 0.014) G_GAN: 2.341 G_L1: 3.477 D_real: 0.011 D_fake: 0.152 +(epoch: 15, iters: 36276, time: 0.297, data: 0.018) G_GAN: 2.163 G_L1: 3.217 D_real: 0.117 D_fake: 0.188 +(epoch: 15, iters: 36376, time: 0.304, data: 0.019) G_GAN: 2.882 G_L1: 3.518 D_real: 0.026 D_fake: 0.239 +(epoch: 15, iters: 36476, time: 0.292, data: 0.017) G_GAN: 3.470 G_L1: 5.051 D_real: 0.046 D_fake: 0.492 +(epoch: 15, iters: 36576, time: 0.388, data: 0.017) G_GAN: 2.584 G_L1: 4.028 D_real: 0.002 D_fake: 0.488 +(epoch: 15, iters: 36676, time: 0.298, data: 0.017) G_GAN: 3.082 G_L1: 5.386 D_real: 0.190 D_fake: 0.223 +(epoch: 15, iters: 36776, time: 0.294, data: 0.017) G_GAN: 2.831 G_L1: 3.708 D_real: 0.070 D_fake: 0.090 +(epoch: 15, iters: 36876, time: 0.293, data: 0.018) G_GAN: 5.794 G_L1: 5.533 D_real: 0.001 D_fake: 0.017 +(epoch: 15, iters: 36976, time: 0.418, data: 0.020) G_GAN: 5.911 G_L1: 5.525 D_real: 0.018 D_fake: 0.030 +(epoch: 15, iters: 37076, time: 0.294, data: 0.019) G_GAN: 4.872 G_L1: 6.542 D_real: 0.012 D_fake: 0.079 +(epoch: 15, iters: 37176, time: 0.302, data: 0.018) G_GAN: 2.678 G_L1: 4.080 D_real: 0.003 D_fake: 0.774 +(epoch: 15, iters: 37276, time: 0.293, data: 0.017) G_GAN: 6.047 G_L1: 5.269 D_real: 0.015 D_fake: 0.829 +(epoch: 15, iters: 37376, time: 0.413, data: 0.018) G_GAN: 2.762 G_L1: 3.366 D_real: 0.216 D_fake: 0.279 +(epoch: 15, iters: 37476, time: 0.296, data: 0.020) G_GAN: 3.409 G_L1: 2.604 D_real: 0.006 D_fake: 0.523 +(epoch: 15, iters: 37576, time: 0.282, data: 0.017) G_GAN: 2.473 G_L1: 2.538 D_real: 0.068 D_fake: 0.317 +(epoch: 15, iters: 37676, time: 0.293, data: 0.016) G_GAN: 6.323 G_L1: 5.146 D_real: 0.001 D_fake: 1.428 +(epoch: 15, iters: 37776, time: 0.545, data: 0.019) G_GAN: 3.589 G_L1: 3.553 D_real: 0.025 D_fake: 0.268 +(epoch: 15, iters: 37876, time: 0.292, data: 0.018) G_GAN: 5.614 G_L1: 4.182 D_real: 0.011 D_fake: 1.833 +(epoch: 15, iters: 37976, time: 0.295, data: 0.021) G_GAN: 3.048 G_L1: 3.840 D_real: 0.051 D_fake: 0.159 +(epoch: 15, iters: 38076, time: 0.296, data: 0.017) G_GAN: 4.921 G_L1: 5.768 D_real: 0.487 D_fake: 0.168 +(epoch: 15, iters: 38176, time: 0.406, data: 0.020) G_GAN: 3.287 G_L1: 3.631 D_real: 0.044 D_fake: 0.145 +(epoch: 15, iters: 38276, time: 0.295, data: 0.021) G_GAN: 3.464 G_L1: 3.609 D_real: 0.166 D_fake: 0.043 +(epoch: 15, iters: 38376, time: 0.293, data: 0.016) G_GAN: 4.373 G_L1: 12.064 D_real: 0.190 D_fake: 0.452 +(epoch: 15, iters: 38476, time: 0.299, data: 0.016) G_GAN: 4.548 G_L1: 3.639 D_real: 1.800 D_fake: 0.024 +(epoch: 15, iters: 38576, time: 0.404, data: 0.018) G_GAN: 3.699 G_L1: 4.897 D_real: 0.131 D_fake: 0.436 +(epoch: 15, iters: 38676, time: 0.295, data: 0.017) G_GAN: 4.070 G_L1: 6.173 D_real: 0.375 D_fake: 0.406 +(epoch: 15, iters: 38776, time: 0.300, data: 0.018) G_GAN: 3.584 G_L1: 3.908 D_real: 0.007 D_fake: 0.657 +(epoch: 15, iters: 38876, time: 0.304, data: 0.017) G_GAN: 3.809 G_L1: 3.747 D_real: 0.013 D_fake: 0.473 +(epoch: 15, iters: 38976, time: 0.418, data: 0.020) G_GAN: 2.706 G_L1: 6.382 D_real: 0.007 D_fake: 0.422 +(epoch: 15, iters: 39076, time: 0.285, data: 0.016) G_GAN: 3.214 G_L1: 3.654 D_real: 0.062 D_fake: 0.320 +(epoch: 15, iters: 39176, time: 0.303, data: 0.016) G_GAN: 3.296 G_L1: 4.622 D_real: 0.214 D_fake: 0.060 +(epoch: 15, iters: 39276, time: 0.304, data: 0.018) G_GAN: 2.880 G_L1: 5.667 D_real: 0.485 D_fake: 0.280 +(epoch: 15, iters: 39376, time: 0.401, data: 0.019) G_GAN: 3.725 G_L1: 6.535 D_real: 0.585 D_fake: 0.053 +(epoch: 15, iters: 39476, time: 0.302, data: 0.018) G_GAN: 3.644 G_L1: 4.273 D_real: 0.605 D_fake: 0.032 +(epoch: 15, iters: 39576, time: 0.280, data: 0.017) G_GAN: 3.430 G_L1: 4.254 D_real: 0.051 D_fake: 0.759 +(epoch: 15, iters: 39676, time: 0.307, data: 0.020) G_GAN: 2.530 G_L1: 5.161 D_real: 0.807 D_fake: 0.338 +(epoch: 15, iters: 39776, time: 0.547, data: 0.019) G_GAN: 3.678 G_L1: 4.920 D_real: 0.015 D_fake: 0.635 +(epoch: 15, iters: 39876, time: 0.302, data: 0.019) G_GAN: 3.411 G_L1: 4.763 D_real: 0.391 D_fake: 0.035 +(epoch: 15, iters: 39976, time: 0.295, data: 0.016) G_GAN: 1.753 G_L1: 2.938 D_real: 0.776 D_fake: 0.072 +(epoch: 15, iters: 40076, time: 0.302, data: 0.018) G_GAN: 3.901 G_L1: 6.922 D_real: 0.330 D_fake: 0.029 +(epoch: 15, iters: 40176, time: 0.388, data: 0.021) G_GAN: 4.021 G_L1: 3.695 D_real: 0.118 D_fake: 0.133 +(epoch: 15, iters: 40276, time: 0.303, data: 0.017) G_GAN: 4.287 G_L1: 5.293 D_real: 0.001 D_fake: 0.128 +(epoch: 15, iters: 40376, time: 0.290, data: 0.017) G_GAN: 5.967 G_L1: 7.825 D_real: 0.068 D_fake: 0.019 +(epoch: 15, iters: 40476, time: 0.297, data: 0.016) G_GAN: 3.573 G_L1: 3.914 D_real: 0.019 D_fake: 0.109 +(epoch: 15, iters: 40576, time: 0.417, data: 0.017) G_GAN: 3.541 G_L1: 4.982 D_real: 0.294 D_fake: 0.348 +(epoch: 15, iters: 40676, time: 0.299, data: 0.018) G_GAN: 3.249 G_L1: 4.189 D_real: 0.306 D_fake: 0.634 +(epoch: 15, iters: 40776, time: 0.299, data: 0.018) G_GAN: 5.212 G_L1: 5.875 D_real: 0.041 D_fake: 0.114 +(epoch: 15, iters: 40876, time: 0.292, data: 0.016) G_GAN: 3.505 G_L1: 4.352 D_real: 0.045 D_fake: 0.197 +(epoch: 15, iters: 40976, time: 0.415, data: 0.019) G_GAN: 2.796 G_L1: 3.634 D_real: 0.281 D_fake: 0.119 +(epoch: 15, iters: 41076, time: 0.305, data: 0.019) G_GAN: 3.806 G_L1: 3.743 D_real: 0.102 D_fake: 0.051 +(epoch: 15, iters: 41176, time: 0.307, data: 0.017) G_GAN: 2.730 G_L1: 2.948 D_real: 0.098 D_fake: 0.136 +(epoch: 15, iters: 41276, time: 0.295, data: 0.022) G_GAN: 4.057 G_L1: 4.330 D_real: 0.202 D_fake: 0.146 +(epoch: 15, iters: 41376, time: 0.396, data: 0.018) G_GAN: 5.083 G_L1: 8.642 D_real: 0.109 D_fake: 0.728 +(epoch: 15, iters: 41476, time: 0.294, data: 0.018) G_GAN: 1.989 G_L1: 3.124 D_real: 0.936 D_fake: 0.052 +(epoch: 15, iters: 41576, time: 0.305, data: 0.018) G_GAN: 2.892 G_L1: 2.964 D_real: 0.610 D_fake: 0.062 +(epoch: 15, iters: 41676, time: 0.301, data: 0.018) G_GAN: 3.622 G_L1: 2.415 D_real: 0.201 D_fake: 0.043 +(epoch: 15, iters: 41776, time: 0.567, data: 0.019) G_GAN: 4.464 G_L1: 5.400 D_real: 0.044 D_fake: 0.039 +(epoch: 15, iters: 41876, time: 0.304, data: 0.018) G_GAN: 4.032 G_L1: 4.105 D_real: 0.018 D_fake: 0.479 +(epoch: 15, iters: 41976, time: 0.301, data: 0.017) G_GAN: 4.942 G_L1: 4.927 D_real: 0.009 D_fake: 0.227 +(epoch: 15, iters: 42076, time: 0.306, data: 0.018) G_GAN: 2.595 G_L1: 5.018 D_real: 0.509 D_fake: 0.069 +(epoch: 15, iters: 42176, time: 0.420, data: 0.017) G_GAN: 3.297 G_L1: 4.441 D_real: 0.056 D_fake: 0.127 +(epoch: 15, iters: 42276, time: 0.303, data: 0.018) G_GAN: 2.768 G_L1: 2.775 D_real: 0.016 D_fake: 0.749 +(epoch: 15, iters: 42376, time: 0.296, data: 0.017) G_GAN: 2.984 G_L1: 2.542 D_real: 0.184 D_fake: 0.143 +(epoch: 15, iters: 42476, time: 0.299, data: 0.019) G_GAN: 4.472 G_L1: 6.858 D_real: 0.018 D_fake: 0.210 +(epoch: 15, iters: 42576, time: 0.414, data: 0.017) G_GAN: 3.333 G_L1: 4.396 D_real: 0.137 D_fake: 0.096 +(epoch: 15, iters: 42676, time: 0.299, data: 0.017) G_GAN: 3.453 G_L1: 7.422 D_real: 0.021 D_fake: 0.231 +(epoch: 15, iters: 42776, time: 0.298, data: 0.020) G_GAN: 4.655 G_L1: 4.069 D_real: 0.197 D_fake: 0.133 +(epoch: 15, iters: 42876, time: 0.294, data: 0.017) G_GAN: 3.062 G_L1: 3.237 D_real: 0.093 D_fake: 0.176 +(epoch: 15, iters: 42976, time: 0.404, data: 0.017) G_GAN: 2.480 G_L1: 3.094 D_real: 0.262 D_fake: 0.091 +(epoch: 15, iters: 43076, time: 0.300, data: 0.025) G_GAN: 3.261 G_L1: 4.678 D_real: 0.101 D_fake: 0.423 +(epoch: 15, iters: 43176, time: 0.301, data: 0.018) G_GAN: 3.120 G_L1: 4.431 D_real: 0.040 D_fake: 0.371 +(epoch: 15, iters: 43276, time: 0.289, data: 0.016) G_GAN: 3.025 G_L1: 4.702 D_real: 0.025 D_fake: 0.393 +(epoch: 15, iters: 43376, time: 0.382, data: 0.017) G_GAN: 3.161 G_L1: 3.083 D_real: 0.292 D_fake: 0.065 +(epoch: 15, iters: 43476, time: 0.295, data: 0.019) G_GAN: 2.822 G_L1: 4.128 D_real: 0.179 D_fake: 0.550 +(epoch: 15, iters: 43576, time: 0.294, data: 0.017) G_GAN: 2.901 G_L1: 4.332 D_real: 0.059 D_fake: 0.286 +(epoch: 15, iters: 43676, time: 0.300, data: 0.016) G_GAN: 2.387 G_L1: 4.397 D_real: 0.011 D_fake: 0.554 +(epoch: 15, iters: 43776, time: 0.536, data: 0.017) G_GAN: 2.764 G_L1: 3.918 D_real: 0.054 D_fake: 0.687 +(epoch: 15, iters: 43876, time: 0.302, data: 0.018) G_GAN: 2.251 G_L1: 4.944 D_real: 0.020 D_fake: 1.069 +(epoch: 15, iters: 43976, time: 0.294, data: 0.017) G_GAN: 3.243 G_L1: 2.898 D_real: 0.079 D_fake: 0.095 +(epoch: 15, iters: 44076, time: 0.300, data: 0.016) G_GAN: 2.700 G_L1: 4.454 D_real: 0.033 D_fake: 0.630 +(epoch: 15, iters: 44176, time: 0.418, data: 0.018) G_GAN: 3.070 G_L1: 3.842 D_real: 0.061 D_fake: 0.180 +(epoch: 15, iters: 44276, time: 0.303, data: 0.019) G_GAN: 2.811 G_L1: 2.726 D_real: 0.064 D_fake: 0.095 +(epoch: 15, iters: 44376, time: 0.298, data: 0.018) G_GAN: 2.926 G_L1: 4.016 D_real: 0.022 D_fake: 0.201 +(epoch: 15, iters: 44476, time: 0.300, data: 0.016) G_GAN: 2.024 G_L1: 4.263 D_real: 0.506 D_fake: 0.374 +(epoch: 15, iters: 44576, time: 0.422, data: 0.019) G_GAN: 4.803 G_L1: 3.980 D_real: 0.057 D_fake: 0.044 +(epoch: 15, iters: 44676, time: 0.285, data: 0.020) G_GAN: 3.878 G_L1: 3.837 D_real: 0.165 D_fake: 0.138 +(epoch: 15, iters: 44776, time: 0.293, data: 0.018) G_GAN: 3.540 G_L1: 4.210 D_real: 0.081 D_fake: 0.170 +(epoch: 15, iters: 44876, time: 0.298, data: 0.020) G_GAN: 3.379 G_L1: 4.784 D_real: 0.049 D_fake: 0.103 +(epoch: 15, iters: 44976, time: 0.413, data: 0.017) G_GAN: 3.730 G_L1: 3.932 D_real: 0.214 D_fake: 0.115 +(epoch: 15, iters: 45076, time: 0.302, data: 0.018) G_GAN: 2.808 G_L1: 3.922 D_real: 0.373 D_fake: 0.037 +(epoch: 15, iters: 45176, time: 0.295, data: 0.017) G_GAN: 3.472 G_L1: 6.738 D_real: 0.310 D_fake: 0.246 +(epoch: 15, iters: 45276, time: 0.297, data: 0.016) G_GAN: 2.579 G_L1: 3.326 D_real: 0.069 D_fake: 0.176 +(epoch: 15, iters: 45376, time: 0.426, data: 0.020) G_GAN: 3.749 G_L1: 3.887 D_real: 0.075 D_fake: 0.620 +(epoch: 15, iters: 45476, time: 0.291, data: 0.017) G_GAN: 2.984 G_L1: 3.638 D_real: 0.001 D_fake: 0.630 +(epoch: 15, iters: 45576, time: 0.302, data: 0.019) G_GAN: 2.233 G_L1: 3.789 D_real: 0.013 D_fake: 0.262 +(epoch: 15, iters: 45676, time: 0.290, data: 0.019) G_GAN: 2.825 G_L1: 3.541 D_real: 0.010 D_fake: 0.503 +(epoch: 15, iters: 45776, time: 0.511, data: 0.015) G_GAN: 3.349 G_L1: 4.486 D_real: 0.001 D_fake: 1.164 +(epoch: 15, iters: 45876, time: 0.301, data: 0.022) G_GAN: 2.221 G_L1: 4.510 D_real: 0.433 D_fake: 0.551 +(epoch: 15, iters: 45976, time: 0.286, data: 0.021) G_GAN: 2.161 G_L1: 3.771 D_real: 0.227 D_fake: 0.816 +(epoch: 15, iters: 46076, time: 0.305, data: 0.022) G_GAN: 3.091 G_L1: 3.276 D_real: 0.054 D_fake: 0.336 +(epoch: 15, iters: 46176, time: 0.423, data: 0.017) G_GAN: 3.573 G_L1: 6.181 D_real: 0.147 D_fake: 0.162 +(epoch: 15, iters: 46276, time: 0.295, data: 0.024) G_GAN: 3.728 G_L1: 3.634 D_real: 0.110 D_fake: 0.707 +(epoch: 15, iters: 46376, time: 0.303, data: 0.018) G_GAN: 3.227 G_L1: 3.657 D_real: 0.225 D_fake: 0.865 +(epoch: 15, iters: 46476, time: 0.301, data: 0.020) G_GAN: 2.623 G_L1: 5.239 D_real: 0.098 D_fake: 0.104 +(epoch: 15, iters: 46576, time: 0.414, data: 0.019) G_GAN: 3.293 G_L1: 3.706 D_real: 0.001 D_fake: 0.807 +(epoch: 15, iters: 46676, time: 0.298, data: 0.020) G_GAN: 2.013 G_L1: 3.751 D_real: 0.715 D_fake: 0.073 +(epoch: 15, iters: 46776, time: 0.303, data: 0.016) G_GAN: 2.285 G_L1: 3.771 D_real: 0.444 D_fake: 0.121 +(epoch: 15, iters: 46876, time: 0.300, data: 0.017) G_GAN: 2.541 G_L1: 4.544 D_real: 0.415 D_fake: 0.135 +(epoch: 15, iters: 46976, time: 0.407, data: 0.017) G_GAN: 4.070 G_L1: 7.324 D_real: 0.003 D_fake: 0.607 +(epoch: 15, iters: 47076, time: 0.292, data: 0.023) G_GAN: 2.717 G_L1: 5.865 D_real: 0.242 D_fake: 0.173 +(epoch: 15, iters: 47176, time: 0.303, data: 0.017) G_GAN: 3.733 G_L1: 5.134 D_real: 0.114 D_fake: 0.111 +(epoch: 15, iters: 47276, time: 0.301, data: 0.018) G_GAN: 3.337 G_L1: 4.339 D_real: 0.279 D_fake: 0.312 +(epoch: 15, iters: 47376, time: 0.413, data: 0.021) G_GAN: 3.085 G_L1: 4.375 D_real: 0.139 D_fake: 0.083 +(epoch: 15, iters: 47476, time: 0.298, data: 0.019) G_GAN: 2.239 G_L1: 4.025 D_real: 0.126 D_fake: 0.432 +(epoch: 15, iters: 47576, time: 0.301, data: 0.021) G_GAN: 2.408 G_L1: 3.398 D_real: 0.132 D_fake: 0.634 +(epoch: 15, iters: 47676, time: 0.299, data: 0.018) G_GAN: 3.743 G_L1: 5.272 D_real: 0.125 D_fake: 0.090 +(epoch: 15, iters: 47776, time: 0.540, data: 0.019) G_GAN: 3.038 G_L1: 3.550 D_real: 0.155 D_fake: 0.269 +(epoch: 15, iters: 47876, time: 0.298, data: 0.020) G_GAN: 4.234 G_L1: 3.871 D_real: 0.088 D_fake: 0.063 +(epoch: 15, iters: 47976, time: 0.296, data: 0.016) G_GAN: 4.050 G_L1: 7.073 D_real: 0.015 D_fake: 0.134 +(epoch: 15, iters: 48076, time: 0.294, data: 0.022) G_GAN: 5.002 G_L1: 4.135 D_real: 0.013 D_fake: 0.554 +(epoch: 15, iters: 48176, time: 0.378, data: 0.017) G_GAN: 1.725 G_L1: 4.440 D_real: 0.598 D_fake: 0.200 +(epoch: 15, iters: 48276, time: 0.306, data: 0.018) G_GAN: 4.404 G_L1: 5.263 D_real: 0.015 D_fake: 0.039 +(epoch: 15, iters: 48376, time: 0.302, data: 0.018) G_GAN: 3.682 G_L1: 2.590 D_real: 0.066 D_fake: 0.138 +(epoch: 15, iters: 48476, time: 0.293, data: 0.018) G_GAN: 2.740 G_L1: 3.228 D_real: 0.027 D_fake: 0.223 +(epoch: 15, iters: 48576, time: 0.410, data: 0.019) G_GAN: 6.565 G_L1: 6.968 D_real: 0.011 D_fake: 0.017 +(epoch: 15, iters: 48676, time: 0.306, data: 0.019) G_GAN: 3.089 G_L1: 3.717 D_real: 0.391 D_fake: 1.292 +(epoch: 15, iters: 48776, time: 0.294, data: 0.017) G_GAN: 2.331 G_L1: 4.066 D_real: 0.013 D_fake: 1.992 +(epoch: 15, iters: 48876, time: 0.302, data: 0.018) G_GAN: 3.286 G_L1: 5.272 D_real: 0.002 D_fake: 0.391 +(epoch: 15, iters: 48976, time: 0.418, data: 0.018) G_GAN: 2.619 G_L1: 3.854 D_real: 0.003 D_fake: 0.844 +(epoch: 15, iters: 49076, time: 0.285, data: 0.018) G_GAN: 4.853 G_L1: 4.041 D_real: 0.007 D_fake: 0.044 +(epoch: 15, iters: 49176, time: 0.299, data: 0.016) G_GAN: 2.247 G_L1: 4.787 D_real: 0.002 D_fake: 0.607 +(epoch: 15, iters: 49276, time: 0.292, data: 0.017) G_GAN: 2.251 G_L1: 3.710 D_real: 0.112 D_fake: 0.176 +(epoch: 15, iters: 49376, time: 0.407, data: 0.016) G_GAN: 3.552 G_L1: 6.017 D_real: 0.049 D_fake: 0.114 +(epoch: 15, iters: 49476, time: 0.293, data: 0.017) G_GAN: 2.635 G_L1: 6.202 D_real: 0.012 D_fake: 0.822 +(epoch: 15, iters: 49576, time: 0.275, data: 0.016) G_GAN: 2.859 G_L1: 5.401 D_real: 0.631 D_fake: 0.082 +(epoch: 15, iters: 49676, time: 0.301, data: 0.016) G_GAN: 3.523 G_L1: 4.601 D_real: 0.007 D_fake: 0.311 +(epoch: 15, iters: 49776, time: 0.557, data: 0.017) G_GAN: 3.757 G_L1: 4.486 D_real: 0.103 D_fake: 0.186 +(epoch: 15, iters: 49876, time: 0.303, data: 0.019) G_GAN: 3.190 G_L1: 5.811 D_real: 0.428 D_fake: 0.083 +(epoch: 15, iters: 49976, time: 0.299, data: 0.017) G_GAN: 1.739 G_L1: 4.889 D_real: 0.035 D_fake: 0.628 +(epoch: 15, iters: 50076, time: 0.310, data: 0.017) G_GAN: 3.664 G_L1: 5.240 D_real: 0.040 D_fake: 0.076 +(epoch: 15, iters: 50176, time: 0.409, data: 0.017) G_GAN: 2.060 G_L1: 3.290 D_real: 0.011 D_fake: 0.544 +(epoch: 15, iters: 50276, time: 0.301, data: 0.019) G_GAN: 2.383 G_L1: 3.663 D_real: 0.501 D_fake: 0.389 +(epoch: 15, iters: 50376, time: 0.300, data: 0.019) G_GAN: 2.955 G_L1: 3.694 D_real: 0.007 D_fake: 0.489 +(epoch: 15, iters: 50476, time: 0.298, data: 0.018) G_GAN: 2.684 G_L1: 4.952 D_real: 0.049 D_fake: 0.431 +(epoch: 15, iters: 50576, time: 0.414, data: 0.017) G_GAN: 2.363 G_L1: 4.321 D_real: 0.076 D_fake: 0.766 +(epoch: 15, iters: 50676, time: 0.306, data: 0.018) G_GAN: 3.812 G_L1: 3.115 D_real: 0.046 D_fake: 0.108 +(epoch: 15, iters: 50776, time: 0.307, data: 0.018) G_GAN: 2.778 G_L1: 5.392 D_real: 0.070 D_fake: 0.157 +(epoch: 15, iters: 50876, time: 0.304, data: 0.020) G_GAN: 3.050 G_L1: 4.234 D_real: 0.155 D_fake: 0.062 +(epoch: 15, iters: 50976, time: 0.418, data: 0.019) G_GAN: 1.742 G_L1: 4.111 D_real: 0.183 D_fake: 0.413 +(epoch: 15, iters: 51076, time: 0.302, data: 0.019) G_GAN: 2.589 G_L1: 3.217 D_real: 0.709 D_fake: 0.067 +(epoch: 15, iters: 51176, time: 0.298, data: 0.020) G_GAN: 2.610 G_L1: 7.542 D_real: 0.041 D_fake: 0.380 +(epoch: 15, iters: 51276, time: 0.303, data: 0.017) G_GAN: 3.450 G_L1: 4.289 D_real: 0.174 D_fake: 0.048 +(epoch: 15, iters: 51376, time: 0.412, data: 0.016) G_GAN: 2.132 G_L1: 2.689 D_real: 0.553 D_fake: 0.211 +(epoch: 15, iters: 51476, time: 0.297, data: 0.018) G_GAN: 3.045 G_L1: 3.787 D_real: 0.228 D_fake: 0.739 +(epoch: 15, iters: 51576, time: 0.304, data: 0.017) G_GAN: 3.297 G_L1: 4.898 D_real: 0.596 D_fake: 0.089 +(epoch: 15, iters: 51676, time: 0.297, data: 0.019) G_GAN: 3.785 G_L1: 3.375 D_real: 0.177 D_fake: 0.041 +(epoch: 15, iters: 51776, time: 0.542, data: 0.016) G_GAN: 3.978 G_L1: 4.233 D_real: 0.094 D_fake: 0.034 +(epoch: 15, iters: 51876, time: 0.301, data: 0.018) G_GAN: 3.572 G_L1: 4.055 D_real: 0.068 D_fake: 0.498 +(epoch: 15, iters: 51976, time: 0.287, data: 0.018) G_GAN: 3.081 G_L1: 2.863 D_real: 0.144 D_fake: 0.170 +(epoch: 15, iters: 52076, time: 0.301, data: 0.018) G_GAN: 3.440 G_L1: 3.964 D_real: 0.197 D_fake: 0.107 +(epoch: 15, iters: 52176, time: 0.416, data: 0.020) G_GAN: 3.227 G_L1: 5.082 D_real: 0.147 D_fake: 0.148 +(epoch: 15, iters: 52276, time: 0.304, data: 0.019) G_GAN: 3.013 G_L1: 3.877 D_real: 0.079 D_fake: 0.600 +(epoch: 15, iters: 52376, time: 0.294, data: 0.016) G_GAN: 3.096 G_L1: 3.509 D_real: 0.086 D_fake: 0.178 +(epoch: 15, iters: 52476, time: 0.300, data: 0.015) G_GAN: 3.012 G_L1: 3.759 D_real: 0.075 D_fake: 0.252 +(epoch: 15, iters: 52576, time: 0.397, data: 0.017) G_GAN: 2.853 G_L1: 4.115 D_real: 0.035 D_fake: 0.517 +(epoch: 15, iters: 52676, time: 0.299, data: 0.019) G_GAN: 3.089 G_L1: 4.171 D_real: 0.326 D_fake: 0.102 +(epoch: 15, iters: 52776, time: 0.302, data: 0.016) G_GAN: 3.432 G_L1: 4.324 D_real: 0.067 D_fake: 0.099 +(epoch: 15, iters: 52876, time: 0.298, data: 0.017) G_GAN: 3.206 G_L1: 3.812 D_real: 0.073 D_fake: 0.469 +(epoch: 15, iters: 52976, time: 0.377, data: 0.017) G_GAN: 3.718 G_L1: 4.370 D_real: 0.332 D_fake: 0.057 +(epoch: 15, iters: 53076, time: 0.307, data: 0.018) G_GAN: 4.185 G_L1: 5.535 D_real: 0.002 D_fake: 0.139 +(epoch: 15, iters: 53176, time: 0.304, data: 0.019) G_GAN: 4.631 G_L1: 5.558 D_real: 0.096 D_fake: 0.071 +(epoch: 15, iters: 53276, time: 0.303, data: 0.019) G_GAN: 1.074 G_L1: 3.757 D_real: 1.132 D_fake: 0.174 +(epoch: 15, iters: 53376, time: 0.422, data: 0.017) G_GAN: 3.230 G_L1: 4.085 D_real: 0.240 D_fake: 0.296 +(epoch: 15, iters: 53476, time: 0.303, data: 0.018) G_GAN: 4.967 G_L1: 5.167 D_real: 0.245 D_fake: 0.015 +(epoch: 15, iters: 53576, time: 0.305, data: 0.017) G_GAN: 2.820 G_L1: 9.014 D_real: 0.064 D_fake: 0.275 +(epoch: 15, iters: 53676, time: 0.301, data: 0.019) G_GAN: 3.370 G_L1: 3.575 D_real: 0.446 D_fake: 0.027 +(epoch: 15, iters: 53776, time: 0.520, data: 0.018) G_GAN: 3.607 G_L1: 4.135 D_real: 0.396 D_fake: 0.210 +(epoch: 15, iters: 53876, time: 0.296, data: 0.019) G_GAN: 3.332 G_L1: 7.788 D_real: 0.032 D_fake: 0.270 +(epoch: 15, iters: 53976, time: 0.302, data: 0.018) G_GAN: 3.924 G_L1: 3.669 D_real: 0.080 D_fake: 0.065 +(epoch: 15, iters: 54076, time: 0.302, data: 0.019) G_GAN: 3.207 G_L1: 3.709 D_real: 0.379 D_fake: 0.085 +(epoch: 15, iters: 54176, time: 0.411, data: 0.018) G_GAN: 4.343 G_L1: 5.047 D_real: 0.152 D_fake: 0.044 +(epoch: 15, iters: 54276, time: 0.299, data: 0.019) G_GAN: 3.267 G_L1: 3.078 D_real: 0.008 D_fake: 0.306 +(epoch: 15, iters: 54376, time: 0.301, data: 0.019) G_GAN: 3.591 G_L1: 4.042 D_real: 0.031 D_fake: 0.073 +(epoch: 15, iters: 54476, time: 0.306, data: 0.018) G_GAN: 3.685 G_L1: 3.879 D_real: 0.534 D_fake: 0.095 +(epoch: 15, iters: 54576, time: 0.428, data: 0.017) G_GAN: 2.422 G_L1: 5.270 D_real: 0.515 D_fake: 0.485 +(epoch: 15, iters: 54676, time: 0.305, data: 0.020) G_GAN: 3.285 G_L1: 3.714 D_real: 0.138 D_fake: 0.210 +(epoch: 15, iters: 54776, time: 0.294, data: 0.020) G_GAN: 2.863 G_L1: 3.342 D_real: 0.345 D_fake: 0.095 +(epoch: 15, iters: 54876, time: 0.303, data: 0.021) G_GAN: 6.105 G_L1: 4.156 D_real: 0.013 D_fake: 0.007 +(epoch: 15, iters: 54976, time: 0.420, data: 0.016) G_GAN: 3.934 G_L1: 5.421 D_real: 0.002 D_fake: 0.039 +(epoch: 15, iters: 55076, time: 0.290, data: 0.019) G_GAN: 3.413 G_L1: 4.594 D_real: 0.002 D_fake: 0.254 +(epoch: 15, iters: 55176, time: 0.303, data: 0.018) G_GAN: 4.165 G_L1: 4.736 D_real: 0.003 D_fake: 0.149 +(epoch: 15, iters: 55276, time: 0.301, data: 0.017) G_GAN: 3.490 G_L1: 4.662 D_real: 0.000 D_fake: 0.074 +(epoch: 15, iters: 55376, time: 0.422, data: 0.020) G_GAN: 2.630 G_L1: 6.244 D_real: 0.002 D_fake: 0.158 +(epoch: 15, iters: 55476, time: 0.297, data: 0.022) G_GAN: 1.907 G_L1: 5.033 D_real: 0.000 D_fake: 0.350 +(epoch: 15, iters: 55576, time: 0.296, data: 0.022) G_GAN: 3.569 G_L1: 5.166 D_real: 0.003 D_fake: 1.975 +(epoch: 15, iters: 55676, time: 0.293, data: 0.017) G_GAN: 2.464 G_L1: 8.150 D_real: 0.021 D_fake: 0.636 +(epoch: 15, iters: 55776, time: 0.548, data: 0.019) G_GAN: 2.566 G_L1: 4.634 D_real: 0.002 D_fake: 0.113 +(epoch: 15, iters: 55876, time: 0.295, data: 0.019) G_GAN: 5.304 G_L1: 5.321 D_real: 0.000 D_fake: 0.026 +(epoch: 15, iters: 55976, time: 0.299, data: 0.018) G_GAN: 5.027 G_L1: 5.215 D_real: 0.004 D_fake: 0.338 +(epoch: 15, iters: 56076, time: 0.294, data: 0.016) G_GAN: 3.752 G_L1: 5.104 D_real: 0.006 D_fake: 0.359 +(epoch: 15, iters: 56176, time: 0.414, data: 0.017) G_GAN: 3.250 G_L1: 5.079 D_real: 0.001 D_fake: 0.153 +(epoch: 15, iters: 56276, time: 0.303, data: 0.020) G_GAN: 4.927 G_L1: 6.299 D_real: 0.005 D_fake: 1.383 +(epoch: 15, iters: 56376, time: 0.307, data: 0.018) G_GAN: 1.746 G_L1: 5.476 D_real: 0.003 D_fake: 0.429 +(epoch: 15, iters: 56476, time: 0.294, data: 0.018) G_GAN: 2.180 G_L1: 5.512 D_real: 0.000 D_fake: 0.466 +(epoch: 15, iters: 56576, time: 0.414, data: 0.016) G_GAN: 2.848 G_L1: 8.892 D_real: 0.000 D_fake: 0.245 +(epoch: 15, iters: 56676, time: 0.291, data: 0.020) G_GAN: 3.904 G_L1: 5.559 D_real: 0.000 D_fake: 0.899 +(epoch: 15, iters: 56776, time: 0.296, data: 0.019) G_GAN: 1.949 G_L1: 4.778 D_real: 0.000 D_fake: 0.169 +(epoch: 15, iters: 56876, time: 0.290, data: 0.018) G_GAN: 2.549 G_L1: 5.891 D_real: 0.005 D_fake: 0.420 +(epoch: 15, iters: 56976, time: 0.413, data: 0.019) G_GAN: 2.340 G_L1: 4.665 D_real: 0.005 D_fake: 0.535 +(epoch: 15, iters: 57076, time: 0.298, data: 0.018) G_GAN: 2.018 G_L1: 3.702 D_real: 0.000 D_fake: 0.708 +(epoch: 15, iters: 57176, time: 0.301, data: 0.019) G_GAN: 1.798 G_L1: 4.069 D_real: 0.001 D_fake: 0.456 +(epoch: 15, iters: 57276, time: 0.298, data: 0.019) G_GAN: 2.541 G_L1: 7.194 D_real: 0.015 D_fake: 0.163 +(epoch: 15, iters: 57376, time: 0.413, data: 0.016) G_GAN: 3.111 G_L1: 4.644 D_real: 0.000 D_fake: 0.592 +(epoch: 15, iters: 57476, time: 0.292, data: 0.018) G_GAN: 1.355 G_L1: 4.296 D_real: 0.001 D_fake: 0.506 +(epoch: 15, iters: 57576, time: 0.300, data: 0.019) G_GAN: 3.801 G_L1: 3.763 D_real: 0.007 D_fake: 0.053 +(epoch: 15, iters: 57676, time: 0.294, data: 0.018) G_GAN: 3.574 G_L1: 4.522 D_real: 0.001 D_fake: 0.105 +(epoch: 15, iters: 57776, time: 0.553, data: 0.019) G_GAN: 2.497 G_L1: 5.345 D_real: 0.001 D_fake: 1.498 +(epoch: 15, iters: 57876, time: 0.306, data: 0.019) G_GAN: 2.084 G_L1: 4.830 D_real: 0.001 D_fake: 0.393 +(epoch: 15, iters: 57976, time: 0.293, data: 0.019) G_GAN: 1.731 G_L1: 4.278 D_real: 0.017 D_fake: 0.379 +(epoch: 15, iters: 58076, time: 0.303, data: 0.018) G_GAN: 1.835 G_L1: 5.306 D_real: 0.004 D_fake: 0.249 +(epoch: 15, iters: 58176, time: 0.407, data: 0.019) G_GAN: 2.888 G_L1: 5.851 D_real: 0.023 D_fake: 0.036 +(epoch: 15, iters: 58276, time: 0.302, data: 0.019) G_GAN: 2.157 G_L1: 5.227 D_real: 0.002 D_fake: 0.172 +(epoch: 15, iters: 58376, time: 0.303, data: 0.018) G_GAN: 1.799 G_L1: 4.549 D_real: 0.002 D_fake: 0.179 +(epoch: 15, iters: 58476, time: 0.296, data: 0.017) G_GAN: 1.823 G_L1: 5.648 D_real: 0.089 D_fake: 0.193 +(epoch: 15, iters: 58576, time: 0.397, data: 0.016) G_GAN: 2.759 G_L1: 4.126 D_real: 0.013 D_fake: 0.265 +(epoch: 15, iters: 58676, time: 0.298, data: 0.019) G_GAN: 1.734 G_L1: 4.337 D_real: 0.014 D_fake: 0.265 +(epoch: 15, iters: 58776, time: 0.298, data: 0.018) G_GAN: 1.781 G_L1: 4.289 D_real: 0.057 D_fake: 0.331 +(epoch: 15, iters: 58876, time: 0.294, data: 0.018) G_GAN: 2.007 G_L1: 3.864 D_real: 0.002 D_fake: 0.468 +(epoch: 15, iters: 58976, time: 0.415, data: 0.015) G_GAN: 2.324 G_L1: 5.354 D_real: 0.414 D_fake: 0.253 +(epoch: 15, iters: 59076, time: 0.304, data: 0.019) G_GAN: 1.391 G_L1: 3.947 D_real: 0.041 D_fake: 0.398 +(epoch: 15, iters: 59176, time: 0.282, data: 0.018) G_GAN: 0.927 G_L1: 4.848 D_real: 0.013 D_fake: 0.331 +(epoch: 15, iters: 59276, time: 0.300, data: 0.014) G_GAN: 2.211 G_L1: 8.001 D_real: 0.000 D_fake: 0.392 +(epoch: 15, iters: 59376, time: 0.421, data: 0.018) G_GAN: 1.638 G_L1: 4.579 D_real: 0.007 D_fake: 0.295 +(epoch: 15, iters: 59476, time: 0.302, data: 0.021) G_GAN: 2.461 G_L1: 4.367 D_real: 0.001 D_fake: 0.402 +(epoch: 15, iters: 59576, time: 0.299, data: 0.018) G_GAN: 3.024 G_L1: 3.964 D_real: 0.003 D_fake: 0.413 +(epoch: 15, iters: 59676, time: 0.297, data: 0.017) G_GAN: 2.201 G_L1: 4.835 D_real: 0.004 D_fake: 0.531 +(epoch: 15, iters: 59776, time: 0.558, data: 0.018) G_GAN: 2.087 G_L1: 4.976 D_real: 0.001 D_fake: 0.984 +(epoch: 15, iters: 59876, time: 0.303, data: 0.020) G_GAN: 1.696 G_L1: 4.018 D_real: 0.708 D_fake: 0.481 +(epoch: 15, iters: 59976, time: 0.299, data: 0.017) G_GAN: 2.761 G_L1: 5.484 D_real: 0.101 D_fake: 0.106 +(epoch: 16, iters: 60, time: 0.299, data: 0.017) G_GAN: 1.628 G_L1: 3.502 D_real: 0.028 D_fake: 0.310 +(epoch: 16, iters: 160, time: 0.551, data: 0.018) G_GAN: 3.521 G_L1: 4.493 D_real: 0.009 D_fake: 0.238 +(epoch: 16, iters: 260, time: 0.299, data: 0.021) G_GAN: 1.288 G_L1: 3.365 D_real: 0.079 D_fake: 0.357 +(epoch: 16, iters: 360, time: 0.292, data: 0.020) G_GAN: 2.778 G_L1: 5.508 D_real: 0.046 D_fake: 0.304 +(epoch: 16, iters: 460, time: 0.280, data: 0.018) G_GAN: 0.691 G_L1: 4.870 D_real: 0.278 D_fake: 0.185 +(epoch: 16, iters: 560, time: 0.418, data: 0.015) G_GAN: 2.881 G_L1: 4.121 D_real: 0.186 D_fake: 0.961 +(epoch: 16, iters: 660, time: 0.298, data: 0.018) G_GAN: 1.600 G_L1: 4.376 D_real: 0.004 D_fake: 0.839 +(epoch: 16, iters: 760, time: 0.297, data: 0.023) G_GAN: 1.550 G_L1: 3.669 D_real: 0.001 D_fake: 0.444 +(epoch: 16, iters: 860, time: 0.288, data: 0.021) G_GAN: 1.917 G_L1: 3.881 D_real: 0.032 D_fake: 1.231 +(epoch: 16, iters: 960, time: 0.408, data: 0.018) G_GAN: 2.335 G_L1: 5.231 D_real: 0.008 D_fake: 2.079 +(epoch: 16, iters: 1060, time: 0.299, data: 0.018) G_GAN: 2.206 G_L1: 3.434 D_real: 0.722 D_fake: 0.370 +(epoch: 16, iters: 1160, time: 0.293, data: 0.021) G_GAN: 2.381 G_L1: 5.781 D_real: 0.008 D_fake: 0.926 +(epoch: 16, iters: 1260, time: 0.298, data: 0.020) G_GAN: 2.075 G_L1: 4.573 D_real: 0.004 D_fake: 0.635 +(epoch: 16, iters: 1360, time: 0.368, data: 0.017) G_GAN: 1.761 G_L1: 4.607 D_real: 0.146 D_fake: 0.234 +(epoch: 16, iters: 1460, time: 0.298, data: 0.017) G_GAN: 2.881 G_L1: 4.861 D_real: 0.000 D_fake: 0.438 +(epoch: 16, iters: 1560, time: 0.297, data: 0.017) G_GAN: 2.647 G_L1: 4.015 D_real: 0.008 D_fake: 0.540 +(epoch: 16, iters: 1660, time: 0.292, data: 0.017) G_GAN: 2.707 G_L1: 7.195 D_real: 0.019 D_fake: 0.373 +(epoch: 16, iters: 1760, time: 0.535, data: 0.017) G_GAN: 2.003 G_L1: 4.532 D_real: 0.035 D_fake: 0.192 +(epoch: 16, iters: 1860, time: 0.296, data: 0.020) G_GAN: 1.708 G_L1: 4.626 D_real: 0.005 D_fake: 0.295 +(epoch: 16, iters: 1960, time: 0.284, data: 0.017) G_GAN: 3.487 G_L1: 3.663 D_real: 0.012 D_fake: 0.142 +(epoch: 16, iters: 2060, time: 0.291, data: 0.015) G_GAN: 2.369 G_L1: 4.348 D_real: 0.006 D_fake: 0.373 +(epoch: 16, iters: 2160, time: 0.404, data: 0.016) G_GAN: 2.440 G_L1: 6.301 D_real: 0.044 D_fake: 0.476 +(epoch: 16, iters: 2260, time: 0.299, data: 0.020) G_GAN: 1.608 G_L1: 3.766 D_real: 0.002 D_fake: 0.526 +(epoch: 16, iters: 2360, time: 0.296, data: 0.020) G_GAN: 2.141 G_L1: 4.183 D_real: 0.084 D_fake: 0.215 +(epoch: 16, iters: 2460, time: 0.290, data: 0.017) G_GAN: 2.687 G_L1: 4.903 D_real: 0.076 D_fake: 0.170 +(epoch: 16, iters: 2560, time: 0.416, data: 0.017) G_GAN: 3.499 G_L1: 6.365 D_real: 0.048 D_fake: 0.366 +(epoch: 16, iters: 2660, time: 0.298, data: 0.018) G_GAN: 3.549 G_L1: 5.294 D_real: 0.109 D_fake: 0.168 +(epoch: 16, iters: 2760, time: 0.296, data: 0.017) G_GAN: 2.303 G_L1: 3.197 D_real: 0.024 D_fake: 0.190 +(epoch: 16, iters: 2860, time: 0.297, data: 0.018) G_GAN: 2.531 G_L1: 4.272 D_real: 0.077 D_fake: 0.115 +(epoch: 16, iters: 2960, time: 0.407, data: 0.019) G_GAN: 2.806 G_L1: 3.762 D_real: 0.084 D_fake: 0.247 +(epoch: 16, iters: 3060, time: 0.295, data: 0.021) G_GAN: 3.752 G_L1: 3.867 D_real: 0.040 D_fake: 0.427 +(epoch: 16, iters: 3160, time: 0.298, data: 0.018) G_GAN: 2.938 G_L1: 4.045 D_real: 0.075 D_fake: 0.412 +(epoch: 16, iters: 3260, time: 0.278, data: 0.020) G_GAN: 2.914 G_L1: 4.703 D_real: 0.014 D_fake: 0.197 +(epoch: 16, iters: 3360, time: 0.414, data: 0.015) G_GAN: 1.719 G_L1: 3.885 D_real: 0.045 D_fake: 0.479 +(epoch: 16, iters: 3460, time: 0.292, data: 0.018) G_GAN: 2.064 G_L1: 3.565 D_real: 0.068 D_fake: 0.472 +(epoch: 16, iters: 3560, time: 0.282, data: 0.018) G_GAN: 2.037 G_L1: 4.445 D_real: 0.557 D_fake: 0.272 +(epoch: 16, iters: 3660, time: 0.290, data: 0.014) G_GAN: 1.726 G_L1: 4.954 D_real: 0.080 D_fake: 0.371 +(epoch: 16, iters: 3760, time: 0.512, data: 0.015) G_GAN: 1.650 G_L1: 4.818 D_real: 0.009 D_fake: 0.253 +(epoch: 16, iters: 3860, time: 0.294, data: 0.018) G_GAN: 2.120 G_L1: 4.166 D_real: 0.027 D_fake: 0.439 +(epoch: 16, iters: 3960, time: 0.289, data: 0.015) G_GAN: 2.494 G_L1: 4.982 D_real: 0.263 D_fake: 0.249 +(epoch: 16, iters: 4060, time: 0.299, data: 0.013) G_GAN: 2.647 G_L1: 4.993 D_real: 0.003 D_fake: 1.112 +(epoch: 16, iters: 4160, time: 0.410, data: 0.017) G_GAN: 3.388 G_L1: 4.950 D_real: 0.055 D_fake: 1.709 +(epoch: 16, iters: 4260, time: 0.290, data: 0.020) G_GAN: 2.228 G_L1: 4.238 D_real: 0.104 D_fake: 0.264 +(epoch: 16, iters: 4360, time: 0.285, data: 0.014) G_GAN: 1.340 G_L1: 4.599 D_real: 0.062 D_fake: 0.134 +(epoch: 16, iters: 4460, time: 0.286, data: 0.018) G_GAN: 2.445 G_L1: 4.839 D_real: 0.005 D_fake: 0.701 +(epoch: 16, iters: 4560, time: 0.405, data: 0.016) G_GAN: 1.139 G_L1: 3.228 D_real: 0.523 D_fake: 0.230 +(epoch: 16, iters: 4660, time: 0.282, data: 0.015) G_GAN: 2.784 G_L1: 5.119 D_real: 0.030 D_fake: 0.232 +(epoch: 16, iters: 4760, time: 0.292, data: 0.014) G_GAN: 4.292 G_L1: 5.221 D_real: 0.024 D_fake: 0.705 +(epoch: 16, iters: 4860, time: 0.296, data: 0.018) G_GAN: 1.396 G_L1: 6.108 D_real: 0.513 D_fake: 0.174 +(epoch: 16, iters: 4960, time: 0.403, data: 0.018) G_GAN: 3.285 G_L1: 5.327 D_real: 0.012 D_fake: 0.194 +(epoch: 16, iters: 5060, time: 0.296, data: 0.020) G_GAN: 2.431 G_L1: 4.484 D_real: 0.102 D_fake: 0.263 +(epoch: 16, iters: 5160, time: 0.296, data: 0.020) G_GAN: 2.450 G_L1: 5.086 D_real: 0.386 D_fake: 0.170 +(epoch: 16, iters: 5260, time: 0.304, data: 0.016) G_GAN: 1.713 G_L1: 5.217 D_real: 0.537 D_fake: 0.234 +(epoch: 16, iters: 5360, time: 0.417, data: 0.020) G_GAN: 4.278 G_L1: 4.908 D_real: 0.048 D_fake: 0.874 +(epoch: 16, iters: 5460, time: 0.303, data: 0.018) G_GAN: 1.959 G_L1: 4.076 D_real: 0.011 D_fake: 0.489 +(epoch: 16, iters: 5560, time: 0.303, data: 0.017) G_GAN: 3.158 G_L1: 4.750 D_real: 0.017 D_fake: 0.183 +(epoch: 16, iters: 5660, time: 0.303, data: 0.023) G_GAN: 2.900 G_L1: 3.490 D_real: 0.004 D_fake: 0.821 +(epoch: 16, iters: 5760, time: 0.492, data: 0.017) G_GAN: 3.246 G_L1: 5.108 D_real: 0.000 D_fake: 0.722 +(epoch: 16, iters: 5860, time: 0.302, data: 0.016) G_GAN: 2.169 G_L1: 4.325 D_real: 0.004 D_fake: 0.310 +(epoch: 16, iters: 5960, time: 0.296, data: 0.022) G_GAN: 3.008 G_L1: 5.819 D_real: 0.234 D_fake: 0.124 +(epoch: 16, iters: 6060, time: 0.301, data: 0.016) G_GAN: 2.048 G_L1: 3.860 D_real: 0.001 D_fake: 0.263 +(epoch: 16, iters: 6160, time: 0.412, data: 0.019) G_GAN: 1.264 G_L1: 4.717 D_real: 0.076 D_fake: 0.593 +(epoch: 16, iters: 6260, time: 0.301, data: 0.019) G_GAN: 2.126 G_L1: 3.997 D_real: 0.006 D_fake: 0.286 +(epoch: 16, iters: 6360, time: 0.283, data: 0.019) G_GAN: 3.105 G_L1: 4.901 D_real: 0.068 D_fake: 0.313 +(epoch: 16, iters: 6460, time: 0.292, data: 0.015) G_GAN: 2.004 G_L1: 4.914 D_real: 0.397 D_fake: 0.252 +(epoch: 16, iters: 6560, time: 0.424, data: 0.016) G_GAN: 4.237 G_L1: 5.084 D_real: 0.012 D_fake: 0.135 +(epoch: 16, iters: 6660, time: 0.303, data: 0.022) G_GAN: 3.515 G_L1: 6.778 D_real: 0.302 D_fake: 0.101 +(epoch: 16, iters: 6760, time: 0.301, data: 0.017) G_GAN: 3.378 G_L1: 4.109 D_real: 0.011 D_fake: 0.086 +(epoch: 16, iters: 6860, time: 0.276, data: 0.017) G_GAN: 2.223 G_L1: 3.320 D_real: 0.026 D_fake: 0.592 +(epoch: 16, iters: 6960, time: 0.416, data: 0.013) G_GAN: 3.471 G_L1: 4.292 D_real: 0.006 D_fake: 0.456 +(epoch: 16, iters: 7060, time: 0.300, data: 0.021) G_GAN: 2.398 G_L1: 4.866 D_real: 0.011 D_fake: 0.310 +(epoch: 16, iters: 7160, time: 0.298, data: 0.020) G_GAN: 2.643 G_L1: 4.133 D_real: 0.002 D_fake: 0.198 +(epoch: 16, iters: 7260, time: 0.301, data: 0.020) G_GAN: 2.443 G_L1: 4.150 D_real: 0.000 D_fake: 0.810 +(epoch: 16, iters: 7360, time: 0.420, data: 0.017) G_GAN: 2.586 G_L1: 3.729 D_real: 0.138 D_fake: 0.086 +(epoch: 16, iters: 7460, time: 0.299, data: 0.017) G_GAN: 3.348 G_L1: 3.611 D_real: 0.130 D_fake: 0.068 +(epoch: 16, iters: 7560, time: 0.294, data: 0.017) G_GAN: 2.365 G_L1: 8.300 D_real: 0.066 D_fake: 0.251 +(epoch: 16, iters: 7660, time: 0.293, data: 0.019) G_GAN: 2.602 G_L1: 5.916 D_real: 0.269 D_fake: 0.294 +(epoch: 16, iters: 7760, time: 0.525, data: 0.015) G_GAN: 2.207 G_L1: 4.455 D_real: 0.020 D_fake: 0.675 +(epoch: 16, iters: 7860, time: 0.294, data: 0.023) G_GAN: 4.809 G_L1: 6.320 D_real: 0.043 D_fake: 0.046 +(epoch: 16, iters: 7960, time: 0.303, data: 0.018) G_GAN: 2.263 G_L1: 7.873 D_real: 0.202 D_fake: 0.241 +(epoch: 16, iters: 8060, time: 0.291, data: 0.020) G_GAN: 3.145 G_L1: 5.476 D_real: 0.027 D_fake: 0.356 +(epoch: 16, iters: 8160, time: 0.412, data: 0.015) G_GAN: 2.146 G_L1: 4.370 D_real: 0.062 D_fake: 0.480 +(epoch: 16, iters: 8260, time: 0.292, data: 0.018) G_GAN: 2.229 G_L1: 4.274 D_real: 0.420 D_fake: 0.324 +(epoch: 16, iters: 8360, time: 0.305, data: 0.017) G_GAN: 3.239 G_L1: 4.247 D_real: 0.001 D_fake: 0.987 +(epoch: 16, iters: 8460, time: 0.300, data: 0.018) G_GAN: 3.143 G_L1: 4.223 D_real: 0.054 D_fake: 0.729 +(epoch: 16, iters: 8560, time: 0.408, data: 0.020) G_GAN: 2.916 G_L1: 3.676 D_real: 0.201 D_fake: 0.083 +(epoch: 16, iters: 8660, time: 0.301, data: 0.020) G_GAN: 4.544 G_L1: 3.608 D_real: 0.001 D_fake: 0.173 +(epoch: 16, iters: 8760, time: 0.305, data: 0.017) G_GAN: 3.022 G_L1: 5.334 D_real: 0.649 D_fake: 0.179 +(epoch: 16, iters: 8860, time: 0.301, data: 0.017) G_GAN: 1.964 G_L1: 3.867 D_real: 0.212 D_fake: 0.455 +(epoch: 16, iters: 8960, time: 0.397, data: 0.020) G_GAN: 3.038 G_L1: 4.737 D_real: 0.000 D_fake: 0.157 +(epoch: 16, iters: 9060, time: 0.303, data: 0.019) G_GAN: 3.166 G_L1: 4.750 D_real: 0.373 D_fake: 0.114 +(epoch: 16, iters: 9160, time: 0.287, data: 0.020) G_GAN: 1.904 G_L1: 3.704 D_real: 0.498 D_fake: 0.243 +(epoch: 16, iters: 9260, time: 0.304, data: 0.021) G_GAN: 4.987 G_L1: 3.377 D_real: 0.061 D_fake: 0.267 +(epoch: 16, iters: 9360, time: 0.401, data: 0.017) G_GAN: 2.053 G_L1: 4.728 D_real: 0.003 D_fake: 0.450 +(epoch: 16, iters: 9460, time: 0.293, data: 0.017) G_GAN: 2.972 G_L1: 4.178 D_real: 0.000 D_fake: 1.472 +(epoch: 16, iters: 9560, time: 0.287, data: 0.017) G_GAN: 2.487 G_L1: 4.854 D_real: 0.078 D_fake: 0.176 +(epoch: 16, iters: 9660, time: 0.290, data: 0.014) G_GAN: 2.172 G_L1: 3.898 D_real: 0.040 D_fake: 0.446 +(epoch: 16, iters: 9760, time: 0.473, data: 0.017) G_GAN: 2.434 G_L1: 3.646 D_real: 0.084 D_fake: 0.337 +(epoch: 16, iters: 9860, time: 0.301, data: 0.019) G_GAN: 3.103 G_L1: 4.553 D_real: 0.376 D_fake: 0.078 +(epoch: 16, iters: 9960, time: 0.307, data: 0.018) G_GAN: 3.272 G_L1: 5.771 D_real: 0.260 D_fake: 0.112 +(epoch: 16, iters: 10060, time: 0.296, data: 0.022) G_GAN: 3.075 G_L1: 3.602 D_real: 0.133 D_fake: 0.141 +(epoch: 16, iters: 10160, time: 0.417, data: 0.018) G_GAN: 3.189 G_L1: 5.055 D_real: 0.429 D_fake: 0.238 +(epoch: 16, iters: 10260, time: 0.305, data: 0.018) G_GAN: 3.643 G_L1: 3.149 D_real: 0.066 D_fake: 0.390 +(epoch: 16, iters: 10360, time: 0.298, data: 0.018) G_GAN: 2.463 G_L1: 3.696 D_real: 0.739 D_fake: 0.062 +(epoch: 16, iters: 10460, time: 0.301, data: 0.017) G_GAN: 2.145 G_L1: 3.967 D_real: 0.059 D_fake: 0.785 +(epoch: 16, iters: 10560, time: 0.419, data: 0.016) G_GAN: 1.805 G_L1: 3.504 D_real: 0.309 D_fake: 0.476 +(epoch: 16, iters: 10660, time: 0.304, data: 0.019) G_GAN: 3.379 G_L1: 5.168 D_real: 0.217 D_fake: 0.065 +(epoch: 16, iters: 10760, time: 0.298, data: 0.018) G_GAN: 5.089 G_L1: 4.811 D_real: 0.024 D_fake: 0.228 +(epoch: 16, iters: 10860, time: 0.285, data: 0.025) G_GAN: 1.746 G_L1: 3.408 D_real: 0.475 D_fake: 0.245 +(epoch: 16, iters: 10960, time: 0.430, data: 0.017) G_GAN: 2.588 G_L1: 7.841 D_real: 0.195 D_fake: 0.327 +(epoch: 16, iters: 11060, time: 0.304, data: 0.018) G_GAN: 3.414 G_L1: 3.949 D_real: 0.005 D_fake: 0.532 +(epoch: 16, iters: 11160, time: 0.290, data: 0.018) G_GAN: 3.436 G_L1: 5.489 D_real: 0.462 D_fake: 0.081 +(epoch: 16, iters: 11260, time: 0.304, data: 0.016) G_GAN: 1.926 G_L1: 3.890 D_real: 0.108 D_fake: 0.564 +(epoch: 16, iters: 11360, time: 0.422, data: 0.018) G_GAN: 2.345 G_L1: 4.426 D_real: 0.352 D_fake: 0.133 +(epoch: 16, iters: 11460, time: 0.299, data: 0.017) G_GAN: 3.083 G_L1: 3.916 D_real: 0.279 D_fake: 0.234 +(epoch: 16, iters: 11560, time: 0.301, data: 0.018) G_GAN: 3.443 G_L1: 3.623 D_real: 0.155 D_fake: 0.102 +(epoch: 16, iters: 11660, time: 0.297, data: 0.016) G_GAN: 1.933 G_L1: 3.659 D_real: 0.043 D_fake: 0.402 +(epoch: 16, iters: 11760, time: 0.513, data: 0.020) G_GAN: 3.156 G_L1: 5.011 D_real: 0.001 D_fake: 0.213 +(epoch: 16, iters: 11860, time: 0.307, data: 0.018) G_GAN: 2.722 G_L1: 4.051 D_real: 0.002 D_fake: 0.463 +(epoch: 16, iters: 11960, time: 0.288, data: 0.018) G_GAN: 2.852 G_L1: 3.402 D_real: 0.318 D_fake: 0.728 +(epoch: 16, iters: 12060, time: 0.298, data: 0.021) G_GAN: 3.609 G_L1: 3.829 D_real: 0.629 D_fake: 0.034 +(epoch: 16, iters: 12160, time: 0.431, data: 0.018) G_GAN: 2.914 G_L1: 6.853 D_real: 0.371 D_fake: 0.103 +(epoch: 16, iters: 12260, time: 0.299, data: 0.023) G_GAN: 2.485 G_L1: 4.689 D_real: 0.657 D_fake: 0.110 +(epoch: 16, iters: 12360, time: 0.301, data: 0.017) G_GAN: 2.378 G_L1: 4.838 D_real: 0.180 D_fake: 0.144 +(epoch: 16, iters: 12460, time: 0.293, data: 0.025) G_GAN: 1.615 G_L1: 3.661 D_real: 0.000 D_fake: 1.848 +(epoch: 16, iters: 12560, time: 0.387, data: 0.017) G_GAN: 3.008 G_L1: 3.057 D_real: 0.053 D_fake: 0.198 +(epoch: 16, iters: 12660, time: 0.285, data: 0.019) G_GAN: 3.984 G_L1: 3.968 D_real: 0.374 D_fake: 0.737 +(epoch: 16, iters: 12760, time: 0.293, data: 0.018) G_GAN: 3.649 G_L1: 4.990 D_real: 0.000 D_fake: 0.237 +(epoch: 16, iters: 12860, time: 0.307, data: 0.016) G_GAN: 2.706 G_L1: 4.246 D_real: 0.000 D_fake: 0.146 +(epoch: 16, iters: 12960, time: 0.424, data: 0.017) G_GAN: 3.927 G_L1: 6.100 D_real: 0.012 D_fake: 0.333 +(epoch: 16, iters: 13060, time: 0.294, data: 0.018) G_GAN: 3.157 G_L1: 5.034 D_real: 0.026 D_fake: 0.629 +(epoch: 16, iters: 13160, time: 0.282, data: 0.017) G_GAN: 3.942 G_L1: 5.843 D_real: 0.010 D_fake: 1.526 +(epoch: 16, iters: 13260, time: 0.302, data: 0.013) G_GAN: 2.196 G_L1: 4.419 D_real: 0.052 D_fake: 0.203 +(epoch: 16, iters: 13360, time: 0.424, data: 0.020) G_GAN: 2.988 G_L1: 6.200 D_real: 0.318 D_fake: 0.081 +(epoch: 16, iters: 13460, time: 0.295, data: 0.022) G_GAN: 3.243 G_L1: 4.764 D_real: 0.068 D_fake: 0.816 +(epoch: 16, iters: 13560, time: 0.306, data: 0.016) G_GAN: 3.643 G_L1: 5.060 D_real: 0.023 D_fake: 0.281 +(epoch: 16, iters: 13660, time: 0.301, data: 0.018) G_GAN: 2.181 G_L1: 3.987 D_real: 0.010 D_fake: 0.481 +(epoch: 16, iters: 13760, time: 0.488, data: 0.017) G_GAN: 1.899 G_L1: 4.429 D_real: 0.441 D_fake: 0.187 +(epoch: 16, iters: 13860, time: 0.297, data: 0.019) G_GAN: 3.800 G_L1: 5.628 D_real: 0.053 D_fake: 0.105 +(epoch: 16, iters: 13960, time: 0.294, data: 0.016) G_GAN: 3.534 G_L1: 3.777 D_real: 0.281 D_fake: 0.100 +(epoch: 16, iters: 14060, time: 0.298, data: 0.017) G_GAN: 2.375 G_L1: 3.384 D_real: 0.003 D_fake: 0.361 +(epoch: 16, iters: 14160, time: 0.401, data: 0.018) G_GAN: 0.877 G_L1: 3.189 D_real: 0.105 D_fake: 0.222 +(epoch: 16, iters: 14260, time: 0.293, data: 0.022) G_GAN: 1.332 G_L1: 2.776 D_real: 0.956 D_fake: 0.409 +(epoch: 16, iters: 14360, time: 0.293, data: 0.023) G_GAN: 2.608 G_L1: 4.177 D_real: 0.047 D_fake: 0.322 +(epoch: 16, iters: 14460, time: 0.302, data: 0.017) G_GAN: 2.438 G_L1: 3.822 D_real: 0.036 D_fake: 0.365 +(epoch: 16, iters: 14560, time: 0.400, data: 0.024) G_GAN: 4.050 G_L1: 5.834 D_real: 0.044 D_fake: 0.204 +(epoch: 16, iters: 14660, time: 0.302, data: 0.018) G_GAN: 3.093 G_L1: 3.824 D_real: 0.256 D_fake: 0.227 +(epoch: 16, iters: 14760, time: 0.302, data: 0.018) G_GAN: 2.830 G_L1: 4.207 D_real: 0.169 D_fake: 0.189 +(epoch: 16, iters: 14860, time: 0.280, data: 0.020) G_GAN: 2.184 G_L1: 4.792 D_real: 0.053 D_fake: 0.659 +(epoch: 16, iters: 14960, time: 0.413, data: 0.014) G_GAN: 1.919 G_L1: 4.725 D_real: 0.098 D_fake: 0.478 +(epoch: 16, iters: 15060, time: 0.285, data: 0.017) G_GAN: 2.547 G_L1: 4.444 D_real: 0.001 D_fake: 0.352 +(epoch: 16, iters: 15160, time: 0.285, data: 0.015) G_GAN: 3.561 G_L1: 5.127 D_real: 0.004 D_fake: 1.585 +(epoch: 16, iters: 15260, time: 0.282, data: 0.014) G_GAN: 3.297 G_L1: 4.974 D_real: 0.007 D_fake: 1.083 +(epoch: 16, iters: 15360, time: 0.408, data: 0.017) G_GAN: 2.642 G_L1: 4.909 D_real: 0.015 D_fake: 0.505 +(epoch: 16, iters: 15460, time: 0.289, data: 0.020) G_GAN: 2.897 G_L1: 4.466 D_real: 0.003 D_fake: 0.231 +(epoch: 16, iters: 15560, time: 0.280, data: 0.015) G_GAN: 1.892 G_L1: 4.141 D_real: 0.000 D_fake: 0.628 +(epoch: 16, iters: 15660, time: 0.272, data: 0.014) G_GAN: 1.390 G_L1: 3.651 D_real: 0.006 D_fake: 0.357 +(epoch: 16, iters: 15760, time: 0.537, data: 0.013) G_GAN: 3.597 G_L1: 4.110 D_real: 0.019 D_fake: 0.337 +(epoch: 16, iters: 15860, time: 0.291, data: 0.017) G_GAN: 2.207 G_L1: 4.234 D_real: 0.339 D_fake: 0.129 +(epoch: 16, iters: 15960, time: 0.293, data: 0.016) G_GAN: 2.978 G_L1: 3.611 D_real: 0.019 D_fake: 0.426 +(epoch: 16, iters: 16060, time: 0.295, data: 0.015) G_GAN: 1.634 G_L1: 5.380 D_real: 0.065 D_fake: 0.305 +(epoch: 16, iters: 16160, time: 0.405, data: 0.015) G_GAN: 2.018 G_L1: 3.806 D_real: 0.005 D_fake: 0.324 +(epoch: 16, iters: 16260, time: 0.284, data: 0.018) G_GAN: 3.245 G_L1: 4.004 D_real: 0.089 D_fake: 0.083 +(epoch: 16, iters: 16360, time: 0.285, data: 0.015) G_GAN: 1.514 G_L1: 3.636 D_real: 0.081 D_fake: 0.564 +(epoch: 16, iters: 16460, time: 0.277, data: 0.018) G_GAN: 2.750 G_L1: 5.308 D_real: 0.127 D_fake: 0.411 +(epoch: 16, iters: 16560, time: 0.399, data: 0.014) G_GAN: 3.862 G_L1: 4.799 D_real: 0.354 D_fake: 0.093 +(epoch: 16, iters: 16660, time: 0.295, data: 0.016) G_GAN: 3.910 G_L1: 6.225 D_real: 0.295 D_fake: 0.048 +(epoch: 16, iters: 16760, time: 0.280, data: 0.015) G_GAN: 1.930 G_L1: 5.414 D_real: 0.272 D_fake: 0.468 +(epoch: 16, iters: 16860, time: 0.290, data: 0.014) G_GAN: 4.824 G_L1: 5.860 D_real: 0.205 D_fake: 0.236 +(epoch: 16, iters: 16960, time: 0.393, data: 0.015) G_GAN: 3.376 G_L1: 5.153 D_real: 0.146 D_fake: 0.227 +(epoch: 16, iters: 17060, time: 0.285, data: 0.016) G_GAN: 2.662 G_L1: 7.592 D_real: 0.001 D_fake: 0.317 +(epoch: 16, iters: 17160, time: 0.269, data: 0.015) G_GAN: 2.822 G_L1: 3.530 D_real: 0.132 D_fake: 0.217 +(epoch: 16, iters: 17260, time: 0.289, data: 0.018) G_GAN: 3.038 G_L1: 5.249 D_real: 0.010 D_fake: 0.162 +(epoch: 16, iters: 17360, time: 0.411, data: 0.016) G_GAN: 2.174 G_L1: 5.489 D_real: 0.315 D_fake: 0.238 +(epoch: 16, iters: 17460, time: 0.297, data: 0.020) G_GAN: 2.914 G_L1: 5.140 D_real: 0.320 D_fake: 0.114 +(epoch: 16, iters: 17560, time: 0.284, data: 0.014) G_GAN: 2.077 G_L1: 5.476 D_real: 0.849 D_fake: 0.172 +(epoch: 16, iters: 17660, time: 0.292, data: 0.015) G_GAN: 1.887 G_L1: 4.078 D_real: 0.710 D_fake: 0.558 +(epoch: 16, iters: 17760, time: 0.526, data: 0.020) G_GAN: 5.518 G_L1: 4.377 D_real: 0.018 D_fake: 0.819 +(epoch: 16, iters: 17860, time: 0.284, data: 0.017) G_GAN: 3.056 G_L1: 3.788 D_real: 0.247 D_fake: 0.467 +(epoch: 16, iters: 17960, time: 0.291, data: 0.014) G_GAN: 2.756 G_L1: 4.358 D_real: 0.011 D_fake: 0.649 +(epoch: 16, iters: 18060, time: 0.296, data: 0.015) G_GAN: 2.464 G_L1: 3.351 D_real: 0.008 D_fake: 0.277 +(epoch: 16, iters: 18160, time: 0.381, data: 0.016) G_GAN: 2.775 G_L1: 4.073 D_real: 0.035 D_fake: 0.281 +(epoch: 16, iters: 18260, time: 0.291, data: 0.017) G_GAN: 3.708 G_L1: 6.642 D_real: 0.077 D_fake: 0.158 +(epoch: 16, iters: 18360, time: 0.297, data: 0.022) G_GAN: 2.405 G_L1: 3.594 D_real: 0.005 D_fake: 0.928 +(epoch: 16, iters: 18460, time: 0.295, data: 0.021) G_GAN: 4.130 G_L1: 4.724 D_real: 0.028 D_fake: 0.691 +(epoch: 16, iters: 18560, time: 0.409, data: 0.020) G_GAN: 1.865 G_L1: 3.630 D_real: 0.102 D_fake: 0.520 +(epoch: 16, iters: 18660, time: 0.298, data: 0.018) G_GAN: 2.754 G_L1: 3.769 D_real: 0.118 D_fake: 0.398 +(epoch: 16, iters: 18760, time: 0.291, data: 0.017) G_GAN: 2.844 G_L1: 4.201 D_real: 0.053 D_fake: 0.314 +(epoch: 16, iters: 18860, time: 0.295, data: 0.016) G_GAN: 3.114 G_L1: 5.431 D_real: 0.239 D_fake: 0.196 +(epoch: 16, iters: 18960, time: 0.425, data: 0.016) G_GAN: 2.677 G_L1: 5.183 D_real: 0.310 D_fake: 0.241 +(epoch: 16, iters: 19060, time: 0.284, data: 0.022) G_GAN: 3.381 G_L1: 3.406 D_real: 0.026 D_fake: 0.069 +(epoch: 16, iters: 19160, time: 0.289, data: 0.020) G_GAN: 4.598 G_L1: 5.538 D_real: 0.173 D_fake: 0.024 +(epoch: 16, iters: 19260, time: 0.284, data: 0.018) G_GAN: 2.332 G_L1: 4.000 D_real: 0.015 D_fake: 0.884 +(epoch: 16, iters: 19360, time: 0.412, data: 0.014) G_GAN: 2.589 G_L1: 4.262 D_real: 0.388 D_fake: 0.296 +(epoch: 16, iters: 19460, time: 0.286, data: 0.018) G_GAN: 2.451 G_L1: 3.710 D_real: 0.010 D_fake: 0.191 +(epoch: 16, iters: 19560, time: 0.284, data: 0.015) G_GAN: 2.172 G_L1: 4.147 D_real: 0.033 D_fake: 0.206 +(epoch: 16, iters: 19660, time: 0.289, data: 0.013) G_GAN: 2.182 G_L1: 4.612 D_real: 0.000 D_fake: 0.314 +(epoch: 16, iters: 19760, time: 0.535, data: 0.019) G_GAN: 2.792 G_L1: 3.647 D_real: 0.003 D_fake: 0.676 +(epoch: 16, iters: 19860, time: 0.300, data: 0.018) G_GAN: 3.151 G_L1: 5.275 D_real: 0.000 D_fake: 1.668 +(epoch: 16, iters: 19960, time: 0.292, data: 0.018) G_GAN: 2.440 G_L1: 4.936 D_real: 0.000 D_fake: 0.138 +(epoch: 16, iters: 20060, time: 0.303, data: 0.016) G_GAN: 2.665 G_L1: 4.790 D_real: 0.003 D_fake: 0.722 +(epoch: 16, iters: 20160, time: 0.414, data: 0.015) G_GAN: 1.434 G_L1: 4.726 D_real: 0.009 D_fake: 0.690 +(epoch: 16, iters: 20260, time: 0.292, data: 0.018) G_GAN: 3.488 G_L1: 6.729 D_real: 0.002 D_fake: 0.370 +(epoch: 16, iters: 20360, time: 0.293, data: 0.017) G_GAN: 2.028 G_L1: 4.375 D_real: 0.010 D_fake: 0.397 +(epoch: 16, iters: 20460, time: 0.296, data: 0.024) G_GAN: 1.769 G_L1: 4.379 D_real: 0.014 D_fake: 0.369 +(epoch: 16, iters: 20560, time: 0.419, data: 0.018) G_GAN: 1.948 G_L1: 4.598 D_real: 0.000 D_fake: 0.525 +(epoch: 16, iters: 20660, time: 0.292, data: 0.018) G_GAN: 3.971 G_L1: 5.162 D_real: 0.006 D_fake: 0.671 +(epoch: 16, iters: 20760, time: 0.293, data: 0.015) G_GAN: 1.958 G_L1: 4.193 D_real: 0.003 D_fake: 0.455 +(epoch: 16, iters: 20860, time: 0.299, data: 0.021) G_GAN: 2.332 G_L1: 3.989 D_real: 0.019 D_fake: 1.354 +(epoch: 16, iters: 20960, time: 0.416, data: 0.017) G_GAN: 2.984 G_L1: 4.016 D_real: 0.309 D_fake: 0.233 +(epoch: 16, iters: 21060, time: 0.297, data: 0.018) G_GAN: 2.874 G_L1: 4.127 D_real: 0.022 D_fake: 0.258 +(epoch: 16, iters: 21160, time: 0.298, data: 0.018) G_GAN: 2.805 G_L1: 3.737 D_real: 0.270 D_fake: 0.160 +(epoch: 16, iters: 21260, time: 0.294, data: 0.016) G_GAN: 3.191 G_L1: 4.778 D_real: 0.002 D_fake: 0.835 +(epoch: 16, iters: 21360, time: 0.407, data: 0.018) G_GAN: 4.529 G_L1: 4.557 D_real: 0.019 D_fake: 0.041 +(epoch: 16, iters: 21460, time: 0.286, data: 0.017) G_GAN: 1.794 G_L1: 3.995 D_real: 0.480 D_fake: 0.321 +(epoch: 16, iters: 21560, time: 0.291, data: 0.013) G_GAN: 3.313 G_L1: 6.321 D_real: 0.051 D_fake: 0.178 +(epoch: 16, iters: 21660, time: 0.305, data: 0.018) G_GAN: 2.851 G_L1: 6.922 D_real: 0.072 D_fake: 0.456 +(epoch: 16, iters: 21760, time: 0.541, data: 0.021) G_GAN: 2.584 G_L1: 4.998 D_real: 0.050 D_fake: 0.079 +(epoch: 16, iters: 21860, time: 0.300, data: 0.016) G_GAN: 2.946 G_L1: 4.880 D_real: 0.062 D_fake: 1.342 +(epoch: 16, iters: 21960, time: 0.299, data: 0.018) G_GAN: 2.467 G_L1: 3.842 D_real: 0.298 D_fake: 0.080 +(epoch: 16, iters: 22060, time: 0.267, data: 0.017) G_GAN: 2.169 G_L1: 3.311 D_real: 0.473 D_fake: 0.146 +(epoch: 16, iters: 22160, time: 0.395, data: 0.016) G_GAN: 2.873 G_L1: 6.025 D_real: 0.002 D_fake: 0.218 +(epoch: 16, iters: 22260, time: 0.301, data: 0.021) G_GAN: 2.195 G_L1: 3.692 D_real: 0.067 D_fake: 0.327 +(epoch: 16, iters: 22360, time: 0.296, data: 0.018) G_GAN: 2.617 G_L1: 3.622 D_real: 0.029 D_fake: 0.420 +(epoch: 16, iters: 22460, time: 0.299, data: 0.018) G_GAN: 2.661 G_L1: 3.880 D_real: 0.006 D_fake: 0.415 +(epoch: 16, iters: 22560, time: 0.409, data: 0.018) G_GAN: 3.160 G_L1: 4.311 D_real: 0.001 D_fake: 0.608 +(epoch: 16, iters: 22660, time: 0.301, data: 0.017) G_GAN: 2.725 G_L1: 5.592 D_real: 0.230 D_fake: 0.228 +(epoch: 16, iters: 22760, time: 0.292, data: 0.021) G_GAN: 2.405 G_L1: 3.853 D_real: 0.495 D_fake: 0.146 +(epoch: 16, iters: 22860, time: 0.294, data: 0.015) G_GAN: 2.618 G_L1: 3.210 D_real: 0.255 D_fake: 0.126 +(epoch: 16, iters: 22960, time: 0.392, data: 0.016) G_GAN: 3.498 G_L1: 4.013 D_real: 0.068 D_fake: 0.203 +(epoch: 16, iters: 23060, time: 0.309, data: 0.016) G_GAN: 3.191 G_L1: 4.192 D_real: 0.040 D_fake: 0.122 +(epoch: 16, iters: 23160, time: 0.303, data: 0.017) G_GAN: 3.305 G_L1: 4.872 D_real: 0.037 D_fake: 0.216 +(epoch: 16, iters: 23260, time: 0.283, data: 0.016) G_GAN: 1.607 G_L1: 8.372 D_real: 0.130 D_fake: 0.231 +(epoch: 16, iters: 23360, time: 0.399, data: 0.022) G_GAN: 2.825 G_L1: 3.777 D_real: 0.008 D_fake: 0.079 +(epoch: 16, iters: 23460, time: 0.302, data: 0.018) G_GAN: 3.883 G_L1: 9.968 D_real: 0.089 D_fake: 0.116 +(epoch: 16, iters: 23560, time: 0.291, data: 0.021) G_GAN: 1.749 G_L1: 4.592 D_real: 0.033 D_fake: 0.253 +(epoch: 16, iters: 23660, time: 0.300, data: 0.016) G_GAN: 2.548 G_L1: 5.087 D_real: 0.007 D_fake: 0.284 +(epoch: 16, iters: 23760, time: 0.566, data: 0.017) G_GAN: 2.114 G_L1: 5.786 D_real: 0.567 D_fake: 0.319 +(epoch: 16, iters: 23860, time: 0.291, data: 0.018) G_GAN: 3.290 G_L1: 4.109 D_real: 0.017 D_fake: 0.133 +(epoch: 16, iters: 23960, time: 0.300, data: 0.019) G_GAN: 2.154 G_L1: 6.445 D_real: 0.542 D_fake: 0.281 +(epoch: 16, iters: 24060, time: 0.293, data: 0.020) G_GAN: 3.392 G_L1: 10.068 D_real: 0.000 D_fake: 0.196 +(epoch: 16, iters: 24160, time: 0.404, data: 0.016) G_GAN: 4.202 G_L1: 3.942 D_real: 0.000 D_fake: 0.107 +(epoch: 16, iters: 24260, time: 0.280, data: 0.017) G_GAN: 4.052 G_L1: 4.306 D_real: 0.112 D_fake: 0.073 +(epoch: 16, iters: 24360, time: 0.302, data: 0.014) G_GAN: 2.550 G_L1: 4.868 D_real: 0.003 D_fake: 1.998 +(epoch: 16, iters: 24460, time: 0.297, data: 0.016) G_GAN: 2.115 G_L1: 10.075 D_real: 0.298 D_fake: 0.234 +(epoch: 16, iters: 24560, time: 0.408, data: 0.017) G_GAN: 2.317 G_L1: 3.113 D_real: 0.046 D_fake: 0.252 +(epoch: 16, iters: 24660, time: 0.274, data: 0.020) G_GAN: 1.940 G_L1: 4.142 D_real: 0.109 D_fake: 0.664 +(epoch: 16, iters: 24760, time: 0.290, data: 0.013) G_GAN: 4.548 G_L1: 5.636 D_real: 0.014 D_fake: 0.350 +(epoch: 16, iters: 24860, time: 0.307, data: 0.019) G_GAN: 2.408 G_L1: 5.096 D_real: 0.069 D_fake: 0.380 +(epoch: 16, iters: 24960, time: 0.418, data: 0.022) G_GAN: 3.678 G_L1: 8.232 D_real: 0.013 D_fake: 2.141 +(epoch: 16, iters: 25060, time: 0.302, data: 0.018) G_GAN: 2.082 G_L1: 4.966 D_real: 0.471 D_fake: 0.196 +(epoch: 16, iters: 25160, time: 0.291, data: 0.017) G_GAN: 2.321 G_L1: 4.454 D_real: 0.069 D_fake: 0.140 +(epoch: 16, iters: 25260, time: 0.293, data: 0.017) G_GAN: 2.233 G_L1: 3.804 D_real: 0.026 D_fake: 0.458 +(epoch: 16, iters: 25360, time: 0.396, data: 0.020) G_GAN: 2.792 G_L1: 4.002 D_real: 0.001 D_fake: 0.284 +(epoch: 16, iters: 25460, time: 0.295, data: 0.018) G_GAN: 1.852 G_L1: 4.107 D_real: 0.045 D_fake: 0.495 +(epoch: 16, iters: 25560, time: 0.299, data: 0.018) G_GAN: 1.888 G_L1: 4.691 D_real: 0.027 D_fake: 0.270 +(epoch: 16, iters: 25660, time: 0.292, data: 0.022) G_GAN: 3.423 G_L1: 4.063 D_real: 0.002 D_fake: 0.474 +(epoch: 16, iters: 25760, time: 0.544, data: 0.021) G_GAN: 3.495 G_L1: 5.187 D_real: 0.124 D_fake: 0.205 +(epoch: 16, iters: 25860, time: 0.296, data: 0.019) G_GAN: 3.422 G_L1: 3.969 D_real: 0.106 D_fake: 0.109 +(epoch: 16, iters: 25960, time: 0.300, data: 0.020) G_GAN: 1.377 G_L1: 4.686 D_real: 0.347 D_fake: 0.377 +(epoch: 16, iters: 26060, time: 0.300, data: 0.016) G_GAN: 2.319 G_L1: 4.395 D_real: 0.207 D_fake: 0.408 +(epoch: 16, iters: 26160, time: 0.409, data: 0.027) G_GAN: 3.930 G_L1: 5.565 D_real: 0.013 D_fake: 0.901 +(epoch: 16, iters: 26260, time: 0.303, data: 0.020) G_GAN: 3.779 G_L1: 4.983 D_real: 0.041 D_fake: 0.416 +(epoch: 16, iters: 26360, time: 0.297, data: 0.019) G_GAN: 3.027 G_L1: 5.442 D_real: 0.040 D_fake: 0.210 +(epoch: 16, iters: 26460, time: 0.308, data: 0.020) G_GAN: 2.993 G_L1: 4.742 D_real: 0.146 D_fake: 0.113 +(epoch: 16, iters: 26560, time: 0.416, data: 0.018) G_GAN: 2.735 G_L1: 4.480 D_real: 0.184 D_fake: 0.097 +(epoch: 16, iters: 26660, time: 0.300, data: 0.018) G_GAN: 2.680 G_L1: 3.344 D_real: 0.095 D_fake: 0.134 +(epoch: 16, iters: 26760, time: 0.309, data: 0.017) G_GAN: 2.691 G_L1: 3.548 D_real: 0.055 D_fake: 0.476 +(epoch: 16, iters: 26860, time: 0.293, data: 0.017) G_GAN: 3.367 G_L1: 5.589 D_real: 0.046 D_fake: 0.105 +(epoch: 16, iters: 26960, time: 0.429, data: 0.020) G_GAN: 2.594 G_L1: 4.585 D_real: 0.006 D_fake: 0.291 +(epoch: 16, iters: 27060, time: 0.305, data: 0.023) G_GAN: 4.048 G_L1: 4.519 D_real: 0.044 D_fake: 0.040 +(epoch: 16, iters: 27160, time: 0.304, data: 0.025) G_GAN: 3.704 G_L1: 4.048 D_real: 0.021 D_fake: 0.347 +(epoch: 16, iters: 27260, time: 0.309, data: 0.020) G_GAN: 2.574 G_L1: 4.291 D_real: 0.095 D_fake: 0.390 +(epoch: 16, iters: 27360, time: 0.412, data: 0.018) G_GAN: 2.909 G_L1: 4.817 D_real: 0.006 D_fake: 0.234 +(epoch: 16, iters: 27460, time: 0.307, data: 0.018) G_GAN: 3.280 G_L1: 3.292 D_real: 0.006 D_fake: 0.238 +(epoch: 16, iters: 27560, time: 0.286, data: 0.017) G_GAN: 2.961 G_L1: 2.966 D_real: 0.303 D_fake: 0.158 +(epoch: 16, iters: 27660, time: 0.303, data: 0.017) G_GAN: 5.369 G_L1: 6.392 D_real: 0.051 D_fake: 0.041 +(epoch: 16, iters: 27760, time: 0.541, data: 0.018) G_GAN: 3.194 G_L1: 4.868 D_real: 0.022 D_fake: 0.215 +(epoch: 16, iters: 27860, time: 0.305, data: 0.019) G_GAN: 2.641 G_L1: 4.564 D_real: 0.007 D_fake: 0.331 +(epoch: 16, iters: 27960, time: 0.293, data: 0.018) G_GAN: 4.135 G_L1: 5.114 D_real: 0.026 D_fake: 0.056 +(epoch: 16, iters: 28060, time: 0.307, data: 0.021) G_GAN: 2.283 G_L1: 5.167 D_real: 0.512 D_fake: 0.152 +(epoch: 16, iters: 28160, time: 0.409, data: 0.017) G_GAN: 3.315 G_L1: 4.228 D_real: 0.076 D_fake: 0.476 +(epoch: 16, iters: 28260, time: 0.294, data: 0.019) G_GAN: 3.280 G_L1: 6.829 D_real: 0.010 D_fake: 0.865 +(epoch: 16, iters: 28360, time: 0.302, data: 0.017) G_GAN: 2.187 G_L1: 4.502 D_real: 0.003 D_fake: 0.396 +(epoch: 16, iters: 28460, time: 0.306, data: 0.024) G_GAN: 3.550 G_L1: 5.455 D_real: 0.060 D_fake: 0.314 +(epoch: 16, iters: 28560, time: 0.427, data: 0.022) G_GAN: 3.320 G_L1: 11.489 D_real: 0.001 D_fake: 0.151 +(epoch: 16, iters: 28660, time: 0.294, data: 0.019) G_GAN: 3.728 G_L1: 3.194 D_real: 0.015 D_fake: 0.372 +(epoch: 16, iters: 28760, time: 0.302, data: 0.022) G_GAN: 2.657 G_L1: 4.229 D_real: 0.002 D_fake: 0.536 +(epoch: 16, iters: 28860, time: 0.286, data: 0.018) G_GAN: 2.201 G_L1: 5.694 D_real: 0.029 D_fake: 0.424 +(epoch: 16, iters: 28960, time: 0.409, data: 0.017) G_GAN: 3.526 G_L1: 4.399 D_real: 0.003 D_fake: 0.188 +(epoch: 16, iters: 29060, time: 0.295, data: 0.018) G_GAN: 2.097 G_L1: 5.018 D_real: 0.002 D_fake: 0.198 +(epoch: 16, iters: 29160, time: 0.309, data: 0.018) G_GAN: 2.450 G_L1: 5.054 D_real: 0.305 D_fake: 0.155 +(epoch: 16, iters: 29260, time: 0.304, data: 0.020) G_GAN: 2.390 G_L1: 4.319 D_real: 0.630 D_fake: 0.140 +(epoch: 16, iters: 29360, time: 0.428, data: 0.020) G_GAN: 4.644 G_L1: 5.589 D_real: 0.048 D_fake: 0.461 +(epoch: 16, iters: 29460, time: 0.298, data: 0.019) G_GAN: 1.936 G_L1: 3.382 D_real: 0.623 D_fake: 0.436 +(epoch: 16, iters: 29560, time: 0.309, data: 0.023) G_GAN: 3.281 G_L1: 4.466 D_real: 0.165 D_fake: 0.696 +(epoch: 16, iters: 29660, time: 0.301, data: 0.020) G_GAN: 2.235 G_L1: 4.254 D_real: 0.060 D_fake: 0.397 +(epoch: 16, iters: 29760, time: 0.548, data: 0.018) G_GAN: 3.785 G_L1: 4.831 D_real: 0.017 D_fake: 0.038 +(epoch: 16, iters: 29860, time: 0.298, data: 0.019) G_GAN: 1.599 G_L1: 4.361 D_real: 0.017 D_fake: 0.761 +(epoch: 16, iters: 29960, time: 0.301, data: 0.019) G_GAN: 3.320 G_L1: 4.814 D_real: 0.006 D_fake: 0.261 +(epoch: 16, iters: 30060, time: 0.287, data: 0.022) G_GAN: 2.538 G_L1: 5.344 D_real: 0.125 D_fake: 0.297 +(epoch: 16, iters: 30160, time: 0.382, data: 0.017) G_GAN: 2.304 G_L1: 4.290 D_real: 0.001 D_fake: 0.265 +(epoch: 16, iters: 30260, time: 0.301, data: 0.020) G_GAN: 5.766 G_L1: 5.984 D_real: 0.029 D_fake: 0.206 +(epoch: 16, iters: 30360, time: 0.291, data: 0.019) G_GAN: 1.782 G_L1: 3.760 D_real: 0.070 D_fake: 0.231 +(epoch: 16, iters: 30460, time: 0.313, data: 0.016) G_GAN: 3.344 G_L1: 5.482 D_real: 0.002 D_fake: 0.407 +(epoch: 16, iters: 30560, time: 0.405, data: 0.020) G_GAN: 4.094 G_L1: 5.381 D_real: 0.000 D_fake: 0.457 +(epoch: 16, iters: 30660, time: 0.296, data: 0.020) G_GAN: 3.075 G_L1: 4.753 D_real: 0.011 D_fake: 0.175 +(epoch: 16, iters: 30760, time: 0.294, data: 0.015) G_GAN: 2.557 G_L1: 4.005 D_real: 0.010 D_fake: 0.240 +(epoch: 16, iters: 30860, time: 0.302, data: 0.021) G_GAN: 2.570 G_L1: 4.018 D_real: 0.009 D_fake: 0.119 +(epoch: 16, iters: 30960, time: 0.405, data: 0.017) G_GAN: 2.572 G_L1: 4.438 D_real: 0.058 D_fake: 0.610 +(epoch: 16, iters: 31060, time: 0.297, data: 0.020) G_GAN: 1.999 G_L1: 4.110 D_real: 0.008 D_fake: 0.256 +(epoch: 16, iters: 31160, time: 0.304, data: 0.022) G_GAN: 2.893 G_L1: 3.554 D_real: 0.035 D_fake: 0.515 +(epoch: 16, iters: 31260, time: 0.297, data: 0.018) G_GAN: 2.765 G_L1: 3.747 D_real: 0.078 D_fake: 0.542 +(epoch: 16, iters: 31360, time: 0.428, data: 0.016) G_GAN: 1.906 G_L1: 4.481 D_real: 0.183 D_fake: 0.524 +(epoch: 16, iters: 31460, time: 0.288, data: 0.022) G_GAN: 2.905 G_L1: 4.210 D_real: 0.002 D_fake: 0.818 +(epoch: 16, iters: 31560, time: 0.305, data: 0.015) G_GAN: 1.862 G_L1: 3.569 D_real: 0.004 D_fake: 0.373 +(epoch: 16, iters: 31660, time: 0.299, data: 0.023) G_GAN: 2.691 G_L1: 3.659 D_real: 0.192 D_fake: 0.276 +(epoch: 16, iters: 31760, time: 0.548, data: 0.017) G_GAN: 3.929 G_L1: 5.525 D_real: 0.028 D_fake: 0.075 +(epoch: 16, iters: 31860, time: 0.294, data: 0.016) G_GAN: 2.456 G_L1: 3.797 D_real: 0.627 D_fake: 0.027 +(epoch: 16, iters: 31960, time: 0.293, data: 0.022) G_GAN: 3.103 G_L1: 6.535 D_real: 0.273 D_fake: 0.086 +(epoch: 16, iters: 32060, time: 0.296, data: 0.019) G_GAN: 2.019 G_L1: 4.272 D_real: 0.098 D_fake: 0.223 +(epoch: 16, iters: 32160, time: 0.417, data: 0.018) G_GAN: 2.038 G_L1: 3.256 D_real: 0.121 D_fake: 0.254 +(epoch: 16, iters: 32260, time: 0.286, data: 0.017) G_GAN: 2.003 G_L1: 4.917 D_real: 0.681 D_fake: 0.173 +(epoch: 16, iters: 32360, time: 0.288, data: 0.014) G_GAN: 2.348 G_L1: 5.561 D_real: 0.946 D_fake: 0.339 +(epoch: 16, iters: 32460, time: 0.293, data: 0.014) G_GAN: 2.779 G_L1: 4.848 D_real: 0.063 D_fake: 0.628 +(epoch: 16, iters: 32560, time: 0.410, data: 0.015) G_GAN: 3.423 G_L1: 8.597 D_real: 0.034 D_fake: 0.125 +(epoch: 16, iters: 32660, time: 0.291, data: 0.017) G_GAN: 1.972 G_L1: 5.647 D_real: 0.093 D_fake: 0.894 +(epoch: 16, iters: 32760, time: 0.301, data: 0.016) G_GAN: 2.970 G_L1: 4.262 D_real: 0.228 D_fake: 0.928 +(epoch: 16, iters: 32860, time: 0.296, data: 0.016) G_GAN: 3.628 G_L1: 3.471 D_real: 0.289 D_fake: 0.050 +(epoch: 16, iters: 32960, time: 0.410, data: 0.016) G_GAN: 3.892 G_L1: 5.098 D_real: 0.073 D_fake: 0.142 +(epoch: 16, iters: 33060, time: 0.304, data: 0.018) G_GAN: 2.174 G_L1: 3.957 D_real: 0.104 D_fake: 0.336 +(epoch: 16, iters: 33160, time: 0.300, data: 0.017) G_GAN: 1.807 G_L1: 3.798 D_real: 0.325 D_fake: 0.073 +(epoch: 16, iters: 33260, time: 0.290, data: 0.018) G_GAN: 3.340 G_L1: 3.496 D_real: 0.020 D_fake: 0.530 +(epoch: 16, iters: 33360, time: 0.420, data: 0.018) G_GAN: 3.745 G_L1: 5.164 D_real: 0.068 D_fake: 0.099 +(epoch: 16, iters: 33460, time: 0.286, data: 0.018) G_GAN: 3.525 G_L1: 5.872 D_real: 0.002 D_fake: 0.110 +(epoch: 16, iters: 33560, time: 0.309, data: 0.015) G_GAN: 2.788 G_L1: 3.766 D_real: 0.185 D_fake: 0.178 +(epoch: 16, iters: 33660, time: 0.299, data: 0.019) G_GAN: 3.671 G_L1: 5.911 D_real: 0.013 D_fake: 0.296 +(epoch: 16, iters: 33760, time: 0.504, data: 0.016) G_GAN: 3.007 G_L1: 3.544 D_real: 0.095 D_fake: 0.579 +(epoch: 16, iters: 33860, time: 0.299, data: 0.019) G_GAN: 2.819 G_L1: 3.008 D_real: 0.184 D_fake: 0.228 +(epoch: 16, iters: 33960, time: 0.280, data: 0.015) G_GAN: 2.880 G_L1: 3.972 D_real: 0.002 D_fake: 0.453 +(epoch: 16, iters: 34060, time: 0.293, data: 0.020) G_GAN: 4.340 G_L1: 4.222 D_real: 0.293 D_fake: 0.021 +(epoch: 16, iters: 34160, time: 0.410, data: 0.015) G_GAN: 3.389 G_L1: 3.668 D_real: 0.029 D_fake: 0.158 +(epoch: 16, iters: 34260, time: 0.287, data: 0.017) G_GAN: 2.817 G_L1: 5.836 D_real: 0.162 D_fake: 0.113 +(epoch: 16, iters: 34360, time: 0.301, data: 0.023) G_GAN: 2.548 G_L1: 4.115 D_real: 0.019 D_fake: 0.179 +(epoch: 16, iters: 34460, time: 0.294, data: 0.017) G_GAN: 3.747 G_L1: 4.585 D_real: 0.012 D_fake: 0.806 +(epoch: 16, iters: 34560, time: 0.426, data: 0.017) G_GAN: 3.544 G_L1: 11.056 D_real: 0.130 D_fake: 0.179 +(epoch: 16, iters: 34660, time: 0.296, data: 0.019) G_GAN: 3.798 G_L1: 6.679 D_real: 0.033 D_fake: 0.102 +(epoch: 16, iters: 34760, time: 0.293, data: 0.016) G_GAN: 1.000 G_L1: 3.891 D_real: 0.131 D_fake: 0.187 +(epoch: 16, iters: 34860, time: 0.305, data: 0.017) G_GAN: 2.658 G_L1: 4.061 D_real: 0.001 D_fake: 0.776 +(epoch: 16, iters: 34960, time: 0.420, data: 0.021) G_GAN: 3.342 G_L1: 4.375 D_real: 0.002 D_fake: 0.292 +(epoch: 16, iters: 35060, time: 0.302, data: 0.019) G_GAN: 2.220 G_L1: 4.159 D_real: 0.009 D_fake: 0.219 +(epoch: 16, iters: 35160, time: 0.287, data: 0.017) G_GAN: 2.740 G_L1: 4.191 D_real: 0.007 D_fake: 0.478 +(epoch: 16, iters: 35260, time: 0.303, data: 0.017) G_GAN: 2.880 G_L1: 5.583 D_real: 0.039 D_fake: 0.145 +(epoch: 16, iters: 35360, time: 0.399, data: 0.021) G_GAN: 3.770 G_L1: 5.194 D_real: 0.049 D_fake: 0.528 +(epoch: 16, iters: 35460, time: 0.297, data: 0.018) G_GAN: 2.059 G_L1: 4.674 D_real: 0.088 D_fake: 0.359 +(epoch: 16, iters: 35560, time: 0.302, data: 0.017) G_GAN: 3.063 G_L1: 4.559 D_real: 0.015 D_fake: 0.271 +(epoch: 16, iters: 35660, time: 0.304, data: 0.017) G_GAN: 1.624 G_L1: 3.827 D_real: 0.130 D_fake: 0.932 +(epoch: 16, iters: 35760, time: 0.540, data: 0.021) G_GAN: 2.791 G_L1: 3.993 D_real: 0.212 D_fake: 0.121 +(epoch: 16, iters: 35860, time: 0.304, data: 0.022) G_GAN: 2.474 G_L1: 4.467 D_real: 0.061 D_fake: 0.341 +(epoch: 16, iters: 35960, time: 0.292, data: 0.016) G_GAN: 2.720 G_L1: 4.503 D_real: 0.126 D_fake: 0.114 +(epoch: 16, iters: 36060, time: 0.296, data: 0.016) G_GAN: 1.963 G_L1: 3.365 D_real: 0.063 D_fake: 0.278 +(epoch: 16, iters: 36160, time: 0.400, data: 0.016) G_GAN: 2.253 G_L1: 4.240 D_real: 0.150 D_fake: 0.208 +(epoch: 16, iters: 36260, time: 0.298, data: 0.023) G_GAN: 1.430 G_L1: 3.606 D_real: 0.011 D_fake: 0.283 +(epoch: 16, iters: 36360, time: 0.298, data: 0.017) G_GAN: 4.217 G_L1: 3.854 D_real: 0.163 D_fake: 0.294 +(epoch: 16, iters: 36460, time: 0.300, data: 0.016) G_GAN: 6.000 G_L1: 4.813 D_real: 0.217 D_fake: 0.004 +(epoch: 16, iters: 36560, time: 0.417, data: 0.018) G_GAN: 2.668 G_L1: 3.581 D_real: 0.017 D_fake: 0.079 +(epoch: 16, iters: 36660, time: 0.296, data: 0.019) G_GAN: 4.182 G_L1: 3.897 D_real: 0.412 D_fake: 0.167 +(epoch: 16, iters: 36760, time: 0.296, data: 0.018) G_GAN: 3.934 G_L1: 4.328 D_real: 0.065 D_fake: 0.177 +(epoch: 16, iters: 36860, time: 0.302, data: 0.015) G_GAN: 4.435 G_L1: 4.471 D_real: 0.089 D_fake: 0.028 +(epoch: 16, iters: 36960, time: 0.402, data: 0.019) G_GAN: 2.842 G_L1: 4.211 D_real: 0.463 D_fake: 0.084 +(epoch: 16, iters: 37060, time: 0.296, data: 0.017) G_GAN: 5.714 G_L1: 4.154 D_real: 0.082 D_fake: 0.558 +(epoch: 16, iters: 37160, time: 0.305, data: 0.020) G_GAN: 3.698 G_L1: 4.028 D_real: 0.027 D_fake: 0.285 +(epoch: 16, iters: 37260, time: 0.306, data: 0.021) G_GAN: 2.223 G_L1: 2.899 D_real: 0.153 D_fake: 0.662 +(epoch: 16, iters: 37360, time: 0.415, data: 0.018) G_GAN: 1.811 G_L1: 3.476 D_real: 0.068 D_fake: 0.425 +(epoch: 16, iters: 37460, time: 0.301, data: 0.017) G_GAN: 4.016 G_L1: 4.452 D_real: 0.227 D_fake: 0.108 +(epoch: 16, iters: 37560, time: 0.296, data: 0.022) G_GAN: 2.597 G_L1: 5.361 D_real: 0.034 D_fake: 0.436 +(epoch: 16, iters: 37660, time: 0.302, data: 0.016) G_GAN: 2.459 G_L1: 4.639 D_real: 0.157 D_fake: 0.111 +(epoch: 16, iters: 37760, time: 0.533, data: 0.016) G_GAN: 2.144 G_L1: 5.263 D_real: 0.145 D_fake: 0.356 +(epoch: 16, iters: 37860, time: 0.287, data: 0.018) G_GAN: 2.470 G_L1: 4.217 D_real: 0.184 D_fake: 0.894 +(epoch: 16, iters: 37960, time: 0.303, data: 0.015) G_GAN: 2.572 G_L1: 3.373 D_real: 0.025 D_fake: 0.218 +(epoch: 16, iters: 38060, time: 0.299, data: 0.017) G_GAN: 2.270 G_L1: 4.642 D_real: 0.006 D_fake: 0.165 +(epoch: 16, iters: 38160, time: 0.398, data: 0.016) G_GAN: 2.917 G_L1: 3.808 D_real: 0.048 D_fake: 0.270 +(epoch: 16, iters: 38260, time: 0.300, data: 0.016) G_GAN: 3.263 G_L1: 7.033 D_real: 0.000 D_fake: 0.346 +(epoch: 16, iters: 38360, time: 0.301, data: 0.031) G_GAN: 3.719 G_L1: 3.830 D_real: 0.011 D_fake: 0.252 +(epoch: 16, iters: 38460, time: 0.287, data: 0.017) G_GAN: 3.436 G_L1: 4.049 D_real: 0.002 D_fake: 0.250 +(epoch: 16, iters: 38560, time: 0.406, data: 0.018) G_GAN: 3.137 G_L1: 4.907 D_real: 0.007 D_fake: 0.254 +(epoch: 16, iters: 38660, time: 0.296, data: 0.018) G_GAN: 3.398 G_L1: 4.145 D_real: 0.024 D_fake: 0.156 +(epoch: 16, iters: 38760, time: 0.300, data: 0.018) G_GAN: 4.514 G_L1: 4.668 D_real: 0.134 D_fake: 0.028 +(epoch: 16, iters: 38860, time: 0.297, data: 0.017) G_GAN: 2.598 G_L1: 3.339 D_real: 0.072 D_fake: 0.242 +(epoch: 16, iters: 38960, time: 0.418, data: 0.018) G_GAN: 4.421 G_L1: 5.541 D_real: 0.104 D_fake: 0.023 +(epoch: 16, iters: 39060, time: 0.293, data: 0.022) G_GAN: 2.645 G_L1: 4.115 D_real: 0.093 D_fake: 0.612 +(epoch: 16, iters: 39160, time: 0.300, data: 0.016) G_GAN: 2.847 G_L1: 4.014 D_real: 0.784 D_fake: 0.173 +(epoch: 16, iters: 39260, time: 0.296, data: 0.016) G_GAN: 4.401 G_L1: 4.519 D_real: 0.145 D_fake: 0.040 +(epoch: 16, iters: 39360, time: 0.396, data: 0.021) G_GAN: 2.834 G_L1: 3.293 D_real: 0.092 D_fake: 0.430 +(epoch: 16, iters: 39460, time: 0.282, data: 0.020) G_GAN: 3.710 G_L1: 6.173 D_real: 0.236 D_fake: 0.107 +(epoch: 16, iters: 39560, time: 0.297, data: 0.015) G_GAN: 2.972 G_L1: 4.740 D_real: 0.842 D_fake: 0.046 +(epoch: 16, iters: 39660, time: 0.295, data: 0.015) G_GAN: 3.197 G_L1: 4.624 D_real: 0.017 D_fake: 0.134 +(epoch: 16, iters: 39760, time: 0.543, data: 0.017) G_GAN: 2.637 G_L1: 4.550 D_real: 0.008 D_fake: 0.315 +(epoch: 16, iters: 39860, time: 0.304, data: 0.018) G_GAN: 3.103 G_L1: 3.423 D_real: 0.168 D_fake: 0.251 +(epoch: 16, iters: 39960, time: 0.294, data: 0.016) G_GAN: 4.439 G_L1: 4.694 D_real: 0.039 D_fake: 0.131 +(epoch: 16, iters: 40060, time: 0.303, data: 0.022) G_GAN: 2.094 G_L1: 3.852 D_real: 0.152 D_fake: 0.223 +(epoch: 16, iters: 40160, time: 0.423, data: 0.017) G_GAN: 2.773 G_L1: 4.367 D_real: 0.290 D_fake: 0.172 +(epoch: 16, iters: 40260, time: 0.292, data: 0.019) G_GAN: 3.763 G_L1: 3.904 D_real: 0.009 D_fake: 0.871 +(epoch: 16, iters: 40360, time: 0.302, data: 0.019) G_GAN: 3.387 G_L1: 4.287 D_real: 0.014 D_fake: 0.168 +(epoch: 16, iters: 40460, time: 0.301, data: 0.017) G_GAN: 3.562 G_L1: 6.785 D_real: 0.326 D_fake: 0.199 +(epoch: 16, iters: 40560, time: 0.421, data: 0.017) G_GAN: 2.915 G_L1: 4.431 D_real: 0.080 D_fake: 0.780 +(epoch: 16, iters: 40660, time: 0.298, data: 0.018) G_GAN: 3.964 G_L1: 3.724 D_real: 0.060 D_fake: 0.543 +(epoch: 16, iters: 40760, time: 0.285, data: 0.017) G_GAN: 3.663 G_L1: 3.581 D_real: 0.181 D_fake: 0.117 +(epoch: 16, iters: 40860, time: 0.301, data: 0.016) G_GAN: 2.296 G_L1: 3.763 D_real: 0.047 D_fake: 0.285 +(epoch: 16, iters: 40960, time: 0.406, data: 0.018) G_GAN: 5.021 G_L1: 4.103 D_real: 0.015 D_fake: 1.583 +(epoch: 16, iters: 41060, time: 0.289, data: 0.017) G_GAN: 3.217 G_L1: 4.025 D_real: 0.126 D_fake: 0.101 +(epoch: 16, iters: 41160, time: 0.302, data: 0.017) G_GAN: 4.822 G_L1: 4.623 D_real: 0.010 D_fake: 0.020 +(epoch: 16, iters: 41260, time: 0.302, data: 0.017) G_GAN: 3.786 G_L1: 4.451 D_real: 0.004 D_fake: 0.178 +(epoch: 16, iters: 41360, time: 0.415, data: 0.017) G_GAN: 4.204 G_L1: 6.599 D_real: 0.054 D_fake: 0.016 +(epoch: 16, iters: 41460, time: 0.292, data: 0.018) G_GAN: 3.088 G_L1: 4.334 D_real: 0.026 D_fake: 0.118 +(epoch: 16, iters: 41560, time: 0.298, data: 0.017) G_GAN: 2.466 G_L1: 4.694 D_real: 0.360 D_fake: 0.211 +(epoch: 16, iters: 41660, time: 0.297, data: 0.017) G_GAN: 2.881 G_L1: 4.585 D_real: 0.093 D_fake: 1.525 +(epoch: 16, iters: 41760, time: 0.520, data: 0.016) G_GAN: 3.194 G_L1: 4.853 D_real: 0.424 D_fake: 0.121 +(epoch: 16, iters: 41860, time: 0.297, data: 0.018) G_GAN: 3.007 G_L1: 3.930 D_real: 0.077 D_fake: 0.232 +(epoch: 16, iters: 41960, time: 0.305, data: 0.021) G_GAN: 3.417 G_L1: 5.033 D_real: 0.050 D_fake: 0.114 +(epoch: 16, iters: 42060, time: 0.300, data: 0.018) G_GAN: 3.425 G_L1: 3.804 D_real: 0.036 D_fake: 0.122 +(epoch: 16, iters: 42160, time: 0.406, data: 0.022) G_GAN: 3.625 G_L1: 12.326 D_real: 0.020 D_fake: 0.268 +(epoch: 16, iters: 42260, time: 0.300, data: 0.018) G_GAN: 3.493 G_L1: 5.696 D_real: 0.193 D_fake: 0.341 +(epoch: 16, iters: 42360, time: 0.286, data: 0.016) G_GAN: 3.567 G_L1: 3.896 D_real: 0.026 D_fake: 0.187 +(epoch: 16, iters: 42460, time: 0.295, data: 0.016) G_GAN: 2.934 G_L1: 5.183 D_real: 1.146 D_fake: 0.015 +(epoch: 16, iters: 42560, time: 0.418, data: 0.016) G_GAN: 2.944 G_L1: 3.614 D_real: 0.428 D_fake: 0.073 +(epoch: 16, iters: 42660, time: 0.283, data: 0.018) G_GAN: 2.392 G_L1: 3.177 D_real: 0.541 D_fake: 0.211 +(epoch: 16, iters: 42760, time: 0.303, data: 0.017) G_GAN: 2.256 G_L1: 3.512 D_real: 0.666 D_fake: 0.207 +(epoch: 16, iters: 42860, time: 0.303, data: 0.018) G_GAN: 4.608 G_L1: 3.850 D_real: 0.043 D_fake: 0.058 +(epoch: 16, iters: 42960, time: 0.403, data: 0.019) G_GAN: 3.690 G_L1: 4.893 D_real: 0.043 D_fake: 0.080 +(epoch: 16, iters: 43060, time: 0.300, data: 0.018) G_GAN: 4.699 G_L1: 5.651 D_real: 0.032 D_fake: 0.180 +(epoch: 16, iters: 43160, time: 0.302, data: 0.017) G_GAN: 3.761 G_L1: 3.600 D_real: 0.108 D_fake: 0.061 +(epoch: 16, iters: 43260, time: 0.303, data: 0.019) G_GAN: 3.281 G_L1: 5.036 D_real: 0.022 D_fake: 0.168 +(epoch: 16, iters: 43360, time: 0.407, data: 0.016) G_GAN: 1.970 G_L1: 2.836 D_real: 0.416 D_fake: 0.180 +(epoch: 16, iters: 43460, time: 0.300, data: 0.017) G_GAN: 3.271 G_L1: 4.346 D_real: 0.041 D_fake: 0.297 +(epoch: 16, iters: 43560, time: 0.301, data: 0.015) G_GAN: 4.140 G_L1: 4.032 D_real: 0.003 D_fake: 0.058 +(epoch: 16, iters: 43660, time: 0.299, data: 0.016) G_GAN: 5.235 G_L1: 7.685 D_real: 0.629 D_fake: 0.092 +(epoch: 16, iters: 43760, time: 0.535, data: 0.017) G_GAN: 4.667 G_L1: 4.602 D_real: 0.024 D_fake: 0.097 +(epoch: 16, iters: 43860, time: 0.293, data: 0.018) G_GAN: 3.891 G_L1: 5.947 D_real: 0.157 D_fake: 0.423 +(epoch: 16, iters: 43960, time: 0.303, data: 0.018) G_GAN: 4.807 G_L1: 7.556 D_real: 0.024 D_fake: 0.722 +(epoch: 16, iters: 44060, time: 0.305, data: 0.017) G_GAN: 2.604 G_L1: 3.421 D_real: 0.089 D_fake: 0.629 +(epoch: 16, iters: 44160, time: 0.411, data: 0.018) G_GAN: 2.683 G_L1: 2.705 D_real: 0.350 D_fake: 0.127 +(epoch: 16, iters: 44260, time: 0.305, data: 0.019) G_GAN: 4.024 G_L1: 4.561 D_real: 0.300 D_fake: 0.036 +(epoch: 16, iters: 44360, time: 0.304, data: 0.017) G_GAN: 3.501 G_L1: 4.282 D_real: 0.128 D_fake: 0.095 +(epoch: 16, iters: 44460, time: 0.290, data: 0.016) G_GAN: 2.904 G_L1: 3.094 D_real: 0.082 D_fake: 0.190 +(epoch: 16, iters: 44560, time: 0.404, data: 0.017) G_GAN: 4.550 G_L1: 3.906 D_real: 0.012 D_fake: 0.045 +(epoch: 16, iters: 44660, time: 0.290, data: 0.019) G_GAN: 2.819 G_L1: 3.638 D_real: 0.010 D_fake: 0.845 +(epoch: 16, iters: 44760, time: 0.302, data: 0.020) G_GAN: 4.803 G_L1: 3.497 D_real: 0.081 D_fake: 0.688 +(epoch: 16, iters: 44860, time: 0.302, data: 0.020) G_GAN: 6.562 G_L1: 5.616 D_real: 0.136 D_fake: 0.005 +(epoch: 16, iters: 44960, time: 0.404, data: 0.017) G_GAN: 6.342 G_L1: 5.013 D_real: 0.011 D_fake: 0.011 +(epoch: 16, iters: 45060, time: 0.304, data: 0.019) G_GAN: 3.132 G_L1: 3.969 D_real: 0.249 D_fake: 0.249 +(epoch: 16, iters: 45160, time: 0.302, data: 0.016) G_GAN: 3.383 G_L1: 3.939 D_real: 0.439 D_fake: 0.065 +(epoch: 16, iters: 45260, time: 0.301, data: 0.017) G_GAN: 4.292 G_L1: 6.628 D_real: 0.080 D_fake: 0.244 +(epoch: 16, iters: 45360, time: 0.388, data: 0.017) G_GAN: 3.142 G_L1: 3.228 D_real: 0.077 D_fake: 0.103 +(epoch: 16, iters: 45460, time: 0.306, data: 0.018) G_GAN: 4.447 G_L1: 4.211 D_real: 0.020 D_fake: 0.453 +(epoch: 16, iters: 45560, time: 0.300, data: 0.017) G_GAN: 2.719 G_L1: 2.559 D_real: 0.112 D_fake: 0.106 +(epoch: 16, iters: 45660, time: 0.303, data: 0.015) G_GAN: 3.149 G_L1: 4.388 D_real: 0.543 D_fake: 0.079 +(epoch: 16, iters: 45760, time: 0.541, data: 0.017) G_GAN: 4.328 G_L1: 4.505 D_real: 0.007 D_fake: 0.121 +(epoch: 16, iters: 45860, time: 0.292, data: 0.024) G_GAN: 2.468 G_L1: 6.432 D_real: 0.940 D_fake: 0.048 +(epoch: 16, iters: 45960, time: 0.303, data: 0.016) G_GAN: 3.849 G_L1: 3.129 D_real: 0.178 D_fake: 0.091 +(epoch: 16, iters: 46060, time: 0.301, data: 0.018) G_GAN: 5.610 G_L1: 3.751 D_real: 0.316 D_fake: 0.165 +(epoch: 16, iters: 46160, time: 0.409, data: 0.018) G_GAN: 3.321 G_L1: 4.800 D_real: 0.060 D_fake: 0.240 +(epoch: 16, iters: 46260, time: 0.293, data: 0.019) G_GAN: 3.931 G_L1: 6.048 D_real: 0.001 D_fake: 0.377 +(epoch: 16, iters: 46360, time: 0.293, data: 0.019) G_GAN: 3.132 G_L1: 5.938 D_real: 0.004 D_fake: 0.050 +(epoch: 16, iters: 46460, time: 0.299, data: 0.018) G_GAN: 3.994 G_L1: 4.696 D_real: 0.037 D_fake: 0.151 +(epoch: 16, iters: 46560, time: 0.387, data: 0.020) G_GAN: 2.533 G_L1: 3.625 D_real: 0.048 D_fake: 0.250 +(epoch: 16, iters: 46660, time: 0.303, data: 0.018) G_GAN: 3.469 G_L1: 5.394 D_real: 0.007 D_fake: 0.454 +(epoch: 16, iters: 46760, time: 0.289, data: 0.018) G_GAN: 3.138 G_L1: 4.587 D_real: 0.014 D_fake: 0.145 +(epoch: 16, iters: 46860, time: 0.294, data: 0.016) G_GAN: 3.654 G_L1: 4.314 D_real: 0.005 D_fake: 0.169 +(epoch: 16, iters: 46960, time: 0.415, data: 0.016) G_GAN: 2.559 G_L1: 3.779 D_real: 0.034 D_fake: 0.365 +(epoch: 16, iters: 47060, time: 0.303, data: 0.018) G_GAN: 3.581 G_L1: 4.168 D_real: 0.063 D_fake: 0.147 +(epoch: 16, iters: 47160, time: 0.301, data: 0.017) G_GAN: 1.850 G_L1: 4.662 D_real: 0.009 D_fake: 0.348 +(epoch: 16, iters: 47260, time: 0.301, data: 0.018) G_GAN: 3.894 G_L1: 7.417 D_real: 0.000 D_fake: 0.125 +(epoch: 16, iters: 47360, time: 0.420, data: 0.019) G_GAN: 2.385 G_L1: 3.218 D_real: 0.094 D_fake: 0.322 +(epoch: 16, iters: 47460, time: 0.301, data: 0.018) G_GAN: 3.673 G_L1: 5.378 D_real: 0.001 D_fake: 0.533 +(epoch: 16, iters: 47560, time: 0.298, data: 0.018) G_GAN: 3.575 G_L1: 3.385 D_real: 0.153 D_fake: 0.334 +(epoch: 16, iters: 47660, time: 0.311, data: 0.017) G_GAN: 3.594 G_L1: 4.565 D_real: 0.033 D_fake: 0.147 +(epoch: 16, iters: 47760, time: 0.547, data: 0.017) G_GAN: 3.066 G_L1: 5.032 D_real: 0.004 D_fake: 0.513 +(epoch: 16, iters: 47860, time: 0.304, data: 0.018) G_GAN: 3.886 G_L1: 8.470 D_real: 0.004 D_fake: 0.054 +(epoch: 16, iters: 47960, time: 0.295, data: 0.016) G_GAN: 4.471 G_L1: 5.691 D_real: 0.001 D_fake: 0.490 +(epoch: 16, iters: 48060, time: 0.301, data: 0.018) G_GAN: 3.302 G_L1: 3.885 D_real: 0.042 D_fake: 0.155 +(epoch: 16, iters: 48160, time: 0.425, data: 0.022) G_GAN: 4.145 G_L1: 4.159 D_real: 0.018 D_fake: 0.399 +(epoch: 16, iters: 48260, time: 0.303, data: 0.017) G_GAN: 3.950 G_L1: 3.813 D_real: 0.120 D_fake: 0.030 +(epoch: 16, iters: 48360, time: 0.308, data: 0.017) G_GAN: 1.745 G_L1: 5.629 D_real: 0.373 D_fake: 0.132 +(epoch: 16, iters: 48460, time: 0.297, data: 0.018) G_GAN: 3.323 G_L1: 4.943 D_real: 0.004 D_fake: 0.128 +(epoch: 16, iters: 48560, time: 0.423, data: 0.017) G_GAN: 1.864 G_L1: 3.479 D_real: 0.165 D_fake: 0.251 +(epoch: 16, iters: 48660, time: 0.302, data: 0.019) G_GAN: 2.831 G_L1: 3.466 D_real: 0.061 D_fake: 0.318 +(epoch: 16, iters: 48760, time: 0.301, data: 0.018) G_GAN: 2.333 G_L1: 3.196 D_real: 0.081 D_fake: 0.234 +(epoch: 16, iters: 48860, time: 0.301, data: 0.018) G_GAN: 3.649 G_L1: 4.476 D_real: 0.003 D_fake: 0.108 +(epoch: 16, iters: 48960, time: 0.419, data: 0.019) G_GAN: 3.696 G_L1: 4.950 D_real: 0.084 D_fake: 0.333 +(epoch: 16, iters: 49060, time: 0.300, data: 0.019) G_GAN: 3.530 G_L1: 5.187 D_real: 0.253 D_fake: 0.167 +(epoch: 16, iters: 49160, time: 0.300, data: 0.023) G_GAN: 3.390 G_L1: 3.947 D_real: 0.027 D_fake: 0.222 +(epoch: 16, iters: 49260, time: 0.298, data: 0.020) G_GAN: 4.385 G_L1: 4.068 D_real: 0.064 D_fake: 0.066 +(epoch: 16, iters: 49360, time: 0.422, data: 0.018) G_GAN: 3.477 G_L1: 4.611 D_real: 0.116 D_fake: 0.196 +(epoch: 16, iters: 49460, time: 0.301, data: 0.019) G_GAN: 2.346 G_L1: 3.355 D_real: 0.422 D_fake: 0.116 +(epoch: 16, iters: 49560, time: 0.302, data: 0.017) G_GAN: 3.021 G_L1: 3.911 D_real: 0.103 D_fake: 0.284 +(epoch: 16, iters: 49660, time: 0.300, data: 0.017) G_GAN: 3.753 G_L1: 4.773 D_real: 0.099 D_fake: 0.549 +(epoch: 16, iters: 49760, time: 0.496, data: 0.017) G_GAN: 4.017 G_L1: 4.563 D_real: 0.227 D_fake: 0.483 +(epoch: 16, iters: 49860, time: 0.299, data: 0.019) G_GAN: 4.232 G_L1: 4.869 D_real: 0.023 D_fake: 0.231 +(epoch: 16, iters: 49960, time: 0.299, data: 0.017) G_GAN: 3.268 G_L1: 4.094 D_real: 0.103 D_fake: 0.062 +(epoch: 16, iters: 50060, time: 0.296, data: 0.018) G_GAN: 3.594 G_L1: 8.588 D_real: 0.457 D_fake: 0.059 +(epoch: 16, iters: 50160, time: 0.392, data: 0.016) G_GAN: 3.279 G_L1: 4.661 D_real: 0.004 D_fake: 0.197 +(epoch: 16, iters: 50260, time: 0.301, data: 0.020) G_GAN: 3.386 G_L1: 3.836 D_real: 0.022 D_fake: 0.244 +(epoch: 16, iters: 50360, time: 0.296, data: 0.020) G_GAN: 2.427 G_L1: 3.960 D_real: 0.527 D_fake: 0.199 +(epoch: 16, iters: 50460, time: 0.299, data: 0.017) G_GAN: 3.954 G_L1: 4.459 D_real: 0.524 D_fake: 0.018 +(epoch: 16, iters: 50560, time: 0.381, data: 0.019) G_GAN: 4.052 G_L1: 3.772 D_real: 0.047 D_fake: 0.226 +(epoch: 16, iters: 50660, time: 0.306, data: 0.018) G_GAN: 2.583 G_L1: 3.870 D_real: 0.290 D_fake: 0.607 +(epoch: 16, iters: 50760, time: 0.288, data: 0.018) G_GAN: 5.007 G_L1: 4.671 D_real: 0.758 D_fake: 0.009 +(epoch: 16, iters: 50860, time: 0.303, data: 0.016) G_GAN: 4.275 G_L1: 5.076 D_real: 0.602 D_fake: 0.134 +(epoch: 16, iters: 50960, time: 0.414, data: 0.017) G_GAN: 4.716 G_L1: 4.106 D_real: 0.149 D_fake: 0.023 +(epoch: 16, iters: 51060, time: 0.301, data: 0.019) G_GAN: 5.084 G_L1: 5.942 D_real: 0.060 D_fake: 0.369 +(epoch: 16, iters: 51160, time: 0.305, data: 0.017) G_GAN: 3.461 G_L1: 4.175 D_real: 0.199 D_fake: 0.102 +(epoch: 16, iters: 51260, time: 0.308, data: 0.017) G_GAN: 3.893 G_L1: 2.200 D_real: 0.321 D_fake: 0.022 +(epoch: 16, iters: 51360, time: 0.413, data: 0.017) G_GAN: 2.556 G_L1: 3.936 D_real: 0.385 D_fake: 0.213 +(epoch: 16, iters: 51460, time: 0.302, data: 0.019) G_GAN: 5.338 G_L1: 5.786 D_real: 0.007 D_fake: 0.035 +(epoch: 16, iters: 51560, time: 0.306, data: 0.018) G_GAN: 3.744 G_L1: 4.384 D_real: 0.006 D_fake: 0.193 +(epoch: 16, iters: 51660, time: 0.305, data: 0.020) G_GAN: 3.383 G_L1: 4.098 D_real: 0.009 D_fake: 0.342 +(epoch: 16, iters: 51760, time: 0.552, data: 0.018) G_GAN: 3.695 G_L1: 5.179 D_real: 0.050 D_fake: 0.092 +(epoch: 16, iters: 51860, time: 0.299, data: 0.020) G_GAN: 1.573 G_L1: 3.470 D_real: 0.947 D_fake: 0.125 +(epoch: 16, iters: 51960, time: 0.300, data: 0.019) G_GAN: 3.930 G_L1: 5.288 D_real: 0.142 D_fake: 0.069 +(epoch: 16, iters: 52060, time: 0.296, data: 0.018) G_GAN: 3.983 G_L1: 4.560 D_real: 0.008 D_fake: 0.154 +(epoch: 16, iters: 52160, time: 0.425, data: 0.017) G_GAN: 5.342 G_L1: 6.202 D_real: 0.168 D_fake: 0.022 +(epoch: 16, iters: 52260, time: 0.298, data: 0.019) G_GAN: 3.747 G_L1: 3.731 D_real: 0.008 D_fake: 0.221 +(epoch: 16, iters: 52360, time: 0.299, data: 0.020) G_GAN: 3.508 G_L1: 3.083 D_real: 0.038 D_fake: 0.096 +(epoch: 16, iters: 52460, time: 0.305, data: 0.021) G_GAN: 4.658 G_L1: 5.561 D_real: 0.048 D_fake: 0.339 +(epoch: 16, iters: 52560, time: 0.413, data: 0.022) G_GAN: 3.736 G_L1: 3.395 D_real: 0.025 D_fake: 0.189 +(epoch: 16, iters: 52660, time: 0.301, data: 0.019) G_GAN: 6.588 G_L1: 7.089 D_real: 0.035 D_fake: 0.011 +(epoch: 16, iters: 52760, time: 0.290, data: 0.017) G_GAN: 4.665 G_L1: 2.972 D_real: 0.137 D_fake: 0.032 +(epoch: 16, iters: 52860, time: 0.288, data: 0.016) G_GAN: 3.984 G_L1: 5.055 D_real: 0.401 D_fake: 0.061 +(epoch: 16, iters: 52960, time: 0.416, data: 0.017) G_GAN: 3.146 G_L1: 3.380 D_real: 0.203 D_fake: 0.137 +(epoch: 16, iters: 53060, time: 0.306, data: 0.020) G_GAN: 2.915 G_L1: 2.777 D_real: 0.595 D_fake: 0.032 +(epoch: 16, iters: 53160, time: 0.296, data: 0.017) G_GAN: 3.618 G_L1: 3.285 D_real: 0.196 D_fake: 0.125 +(epoch: 16, iters: 53260, time: 0.306, data: 0.017) G_GAN: 5.493 G_L1: 6.243 D_real: 0.306 D_fake: 0.008 +(epoch: 16, iters: 53360, time: 0.404, data: 0.018) G_GAN: 5.879 G_L1: 5.382 D_real: 0.092 D_fake: 0.359 +(epoch: 16, iters: 53460, time: 0.292, data: 0.019) G_GAN: 3.451 G_L1: 5.790 D_real: 0.537 D_fake: 0.155 +(epoch: 16, iters: 53560, time: 0.297, data: 0.016) G_GAN: 3.204 G_L1: 3.090 D_real: 0.054 D_fake: 0.099 +(epoch: 16, iters: 53660, time: 0.307, data: 0.019) G_GAN: 4.797 G_L1: 3.707 D_real: 0.003 D_fake: 0.033 +(epoch: 16, iters: 53760, time: 0.538, data: 0.019) G_GAN: 4.486 G_L1: 4.294 D_real: 0.118 D_fake: 0.040 +(epoch: 16, iters: 53860, time: 0.296, data: 0.021) G_GAN: 3.470 G_L1: 3.094 D_real: 0.369 D_fake: 0.062 +(epoch: 16, iters: 53960, time: 0.293, data: 0.023) G_GAN: 4.344 G_L1: 5.495 D_real: 0.344 D_fake: 0.291 +(epoch: 16, iters: 54060, time: 0.303, data: 0.017) G_GAN: 2.401 G_L1: 2.292 D_real: 0.757 D_fake: 0.041 +(epoch: 16, iters: 54160, time: 0.386, data: 0.021) G_GAN: 3.031 G_L1: 3.582 D_real: 0.140 D_fake: 0.109 +(epoch: 16, iters: 54260, time: 0.306, data: 0.019) G_GAN: 3.671 G_L1: 5.578 D_real: 0.109 D_fake: 0.122 +(epoch: 16, iters: 54360, time: 0.298, data: 0.017) G_GAN: 4.249 G_L1: 3.665 D_real: 0.064 D_fake: 0.201 +(epoch: 16, iters: 54460, time: 0.303, data: 0.020) G_GAN: 3.870 G_L1: 4.140 D_real: 0.064 D_fake: 0.795 +(epoch: 16, iters: 54560, time: 0.433, data: 0.018) G_GAN: 3.644 G_L1: 4.398 D_real: 0.031 D_fake: 0.243 +(epoch: 16, iters: 54660, time: 0.297, data: 0.019) G_GAN: 4.320 G_L1: 3.149 D_real: 0.011 D_fake: 0.112 +(epoch: 16, iters: 54760, time: 0.307, data: 0.017) G_GAN: 3.113 G_L1: 3.966 D_real: 0.005 D_fake: 0.331 +(epoch: 16, iters: 54860, time: 0.305, data: 0.020) G_GAN: 3.570 G_L1: 3.758 D_real: 0.444 D_fake: 0.095 +(epoch: 16, iters: 54960, time: 0.418, data: 0.018) G_GAN: 5.212 G_L1: 5.804 D_real: 0.102 D_fake: 0.076 +(epoch: 16, iters: 55060, time: 0.299, data: 0.018) G_GAN: 4.570 G_L1: 5.029 D_real: 0.093 D_fake: 0.061 +(epoch: 16, iters: 55160, time: 0.300, data: 0.018) G_GAN: 3.489 G_L1: 4.214 D_real: 0.075 D_fake: 0.202 +(epoch: 16, iters: 55260, time: 0.301, data: 0.018) G_GAN: 3.553 G_L1: 4.224 D_real: 0.049 D_fake: 0.354 +(epoch: 16, iters: 55360, time: 0.425, data: 0.017) G_GAN: 2.416 G_L1: 5.166 D_real: 0.162 D_fake: 0.176 +(epoch: 16, iters: 55460, time: 0.310, data: 0.018) G_GAN: 3.674 G_L1: 3.786 D_real: 0.008 D_fake: 0.258 +(epoch: 16, iters: 55560, time: 0.306, data: 0.019) G_GAN: 3.412 G_L1: 2.774 D_real: 0.031 D_fake: 0.230 +(epoch: 16, iters: 55660, time: 0.304, data: 0.017) G_GAN: 3.968 G_L1: 5.200 D_real: 0.188 D_fake: 0.156 +(epoch: 16, iters: 55760, time: 0.531, data: 0.019) G_GAN: 3.860 G_L1: 4.002 D_real: 0.396 D_fake: 0.045 +(epoch: 16, iters: 55860, time: 0.306, data: 0.019) G_GAN: 5.094 G_L1: 7.896 D_real: 0.153 D_fake: 0.127 +(epoch: 16, iters: 55960, time: 0.304, data: 0.018) G_GAN: 3.011 G_L1: 4.129 D_real: 0.578 D_fake: 0.142 +(epoch: 16, iters: 56060, time: 0.303, data: 0.019) G_GAN: 3.140 G_L1: 2.964 D_real: 0.225 D_fake: 0.136 +(epoch: 16, iters: 56160, time: 0.406, data: 0.018) G_GAN: 3.114 G_L1: 4.580 D_real: 0.007 D_fake: 0.197 +(epoch: 16, iters: 56260, time: 0.301, data: 0.019) G_GAN: 3.691 G_L1: 3.526 D_real: 0.060 D_fake: 0.140 +(epoch: 16, iters: 56360, time: 0.299, data: 0.017) G_GAN: 2.750 G_L1: 5.043 D_real: 0.085 D_fake: 0.338 +(epoch: 16, iters: 56460, time: 0.302, data: 0.021) G_GAN: 1.416 G_L1: 3.346 D_real: 0.777 D_fake: 0.212 +(epoch: 16, iters: 56560, time: 0.422, data: 0.017) G_GAN: 3.669 G_L1: 4.859 D_real: 0.297 D_fake: 0.103 +(epoch: 16, iters: 56660, time: 0.292, data: 0.018) G_GAN: 2.551 G_L1: 2.980 D_real: 0.008 D_fake: 0.311 +(epoch: 16, iters: 56760, time: 0.305, data: 0.018) G_GAN: 3.099 G_L1: 3.968 D_real: 0.135 D_fake: 0.156 +(epoch: 16, iters: 56860, time: 0.302, data: 0.018) G_GAN: 5.315 G_L1: 7.812 D_real: 0.023 D_fake: 0.433 +(epoch: 16, iters: 56960, time: 0.397, data: 0.019) G_GAN: 3.014 G_L1: 3.041 D_real: 0.241 D_fake: 0.538 +(epoch: 16, iters: 57060, time: 0.301, data: 0.019) G_GAN: 4.262 G_L1: 5.396 D_real: 0.084 D_fake: 0.178 +(epoch: 16, iters: 57160, time: 0.312, data: 0.017) G_GAN: 3.722 G_L1: 3.736 D_real: 0.056 D_fake: 0.234 +(epoch: 16, iters: 57260, time: 0.307, data: 0.018) G_GAN: 3.256 G_L1: 4.871 D_real: 0.032 D_fake: 0.215 +(epoch: 16, iters: 57360, time: 0.420, data: 0.019) G_GAN: 4.374 G_L1: 3.480 D_real: 0.044 D_fake: 0.025 +(epoch: 16, iters: 57460, time: 0.302, data: 0.019) G_GAN: 3.689 G_L1: 5.129 D_real: 0.099 D_fake: 0.099 +(epoch: 16, iters: 57560, time: 0.306, data: 0.020) G_GAN: 3.088 G_L1: 4.538 D_real: 0.074 D_fake: 0.107 +(epoch: 16, iters: 57660, time: 0.300, data: 0.018) G_GAN: 3.100 G_L1: 2.872 D_real: 0.236 D_fake: 0.103 +(epoch: 16, iters: 57760, time: 0.545, data: 0.018) G_GAN: 2.567 G_L1: 4.123 D_real: 0.222 D_fake: 0.120 +(epoch: 16, iters: 57860, time: 0.304, data: 0.018) G_GAN: 3.567 G_L1: 4.984 D_real: 0.002 D_fake: 0.209 +(epoch: 16, iters: 57960, time: 0.303, data: 0.018) G_GAN: 4.471 G_L1: 3.053 D_real: 0.008 D_fake: 0.361 +(epoch: 16, iters: 58060, time: 0.301, data: 0.022) G_GAN: 3.344 G_L1: 5.035 D_real: 0.250 D_fake: 0.398 +(epoch: 16, iters: 58160, time: 0.433, data: 0.020) G_GAN: 4.745 G_L1: 7.071 D_real: 0.036 D_fake: 0.059 +(epoch: 16, iters: 58260, time: 0.302, data: 0.019) G_GAN: 4.314 G_L1: 3.126 D_real: 0.207 D_fake: 0.076 +(epoch: 16, iters: 58360, time: 0.303, data: 0.019) G_GAN: 5.438 G_L1: 7.054 D_real: 0.022 D_fake: 0.071 +(epoch: 16, iters: 58460, time: 0.302, data: 0.018) G_GAN: 2.923 G_L1: 4.800 D_real: 0.013 D_fake: 0.541 +(epoch: 16, iters: 58560, time: 0.411, data: 0.019) G_GAN: 3.416 G_L1: 3.371 D_real: 0.001 D_fake: 0.642 +(epoch: 16, iters: 58660, time: 0.305, data: 0.020) G_GAN: 3.413 G_L1: 4.676 D_real: 0.000 D_fake: 0.244 +(epoch: 16, iters: 58760, time: 0.287, data: 0.018) G_GAN: 3.978 G_L1: 4.149 D_real: 0.000 D_fake: 0.234 +(epoch: 16, iters: 58860, time: 0.297, data: 0.014) G_GAN: 3.238 G_L1: 3.888 D_real: 0.002 D_fake: 0.319 +(epoch: 16, iters: 58960, time: 0.382, data: 0.018) G_GAN: 3.165 G_L1: 7.112 D_real: 0.056 D_fake: 0.148 +(epoch: 16, iters: 59060, time: 0.300, data: 0.020) G_GAN: 4.382 G_L1: 4.202 D_real: 0.225 D_fake: 0.046 +(epoch: 16, iters: 59160, time: 0.302, data: 0.018) G_GAN: 5.184 G_L1: 3.895 D_real: 0.142 D_fake: 0.050 +(epoch: 16, iters: 59260, time: 0.301, data: 0.019) G_GAN: 4.492 G_L1: 3.735 D_real: 0.004 D_fake: 0.881 +(epoch: 16, iters: 59360, time: 0.419, data: 0.017) G_GAN: 2.474 G_L1: 4.483 D_real: 0.484 D_fake: 0.139 +(epoch: 16, iters: 59460, time: 0.301, data: 0.020) G_GAN: 3.192 G_L1: 4.017 D_real: 0.053 D_fake: 0.203 +(epoch: 16, iters: 59560, time: 0.304, data: 0.017) G_GAN: 2.094 G_L1: 3.889 D_real: 0.056 D_fake: 0.357 +(epoch: 16, iters: 59660, time: 0.298, data: 0.018) G_GAN: 3.232 G_L1: 4.901 D_real: 0.001 D_fake: 0.128 +(epoch: 16, iters: 59760, time: 0.499, data: 0.017) G_GAN: 3.854 G_L1: 6.811 D_real: 0.020 D_fake: 0.191 +(epoch: 16, iters: 59860, time: 0.298, data: 0.020) G_GAN: 3.300 G_L1: 3.618 D_real: 0.200 D_fake: 0.347 +(epoch: 16, iters: 59960, time: 0.293, data: 0.018) G_GAN: 2.764 G_L1: 5.912 D_real: 0.399 D_fake: 0.055 +(epoch: 17, iters: 44, time: 0.297, data: 0.020) G_GAN: 2.295 G_L1: 3.164 D_real: 0.280 D_fake: 0.238 +(epoch: 17, iters: 144, time: 0.542, data: 0.018) G_GAN: 4.188 G_L1: 4.268 D_real: 0.507 D_fake: 0.099 +(epoch: 17, iters: 244, time: 0.296, data: 0.018) G_GAN: 3.590 G_L1: 6.488 D_real: 0.122 D_fake: 0.128 +(epoch: 17, iters: 344, time: 0.299, data: 0.017) G_GAN: 4.278 G_L1: 6.229 D_real: 0.020 D_fake: 0.162 +(epoch: 17, iters: 444, time: 0.292, data: 0.020) G_GAN: 3.243 G_L1: 4.485 D_real: 0.127 D_fake: 0.162 +(epoch: 17, iters: 544, time: 0.408, data: 0.017) G_GAN: 1.238 G_L1: 4.358 D_real: 0.360 D_fake: 0.063 +(epoch: 17, iters: 644, time: 0.304, data: 0.019) G_GAN: 2.946 G_L1: 4.502 D_real: 0.052 D_fake: 0.038 +(epoch: 17, iters: 744, time: 0.301, data: 0.017) G_GAN: 3.065 G_L1: 4.783 D_real: 0.008 D_fake: 0.225 +(epoch: 17, iters: 844, time: 0.293, data: 0.018) G_GAN: 2.504 G_L1: 4.451 D_real: 0.172 D_fake: 0.144 +(epoch: 17, iters: 944, time: 0.419, data: 0.018) G_GAN: 3.386 G_L1: 4.601 D_real: 0.070 D_fake: 0.181 +(epoch: 17, iters: 1044, time: 0.301, data: 0.019) G_GAN: 2.857 G_L1: 4.873 D_real: 0.012 D_fake: 0.280 +(epoch: 17, iters: 1144, time: 0.303, data: 0.018) G_GAN: 2.724 G_L1: 4.055 D_real: 0.028 D_fake: 0.388 +(epoch: 17, iters: 1244, time: 0.302, data: 0.018) G_GAN: 2.414 G_L1: 3.442 D_real: 0.353 D_fake: 0.335 +(epoch: 17, iters: 1344, time: 0.417, data: 0.017) G_GAN: 3.019 G_L1: 5.960 D_real: 0.005 D_fake: 0.463 +(epoch: 17, iters: 1444, time: 0.291, data: 0.018) G_GAN: 2.946 G_L1: 4.632 D_real: 0.014 D_fake: 0.269 +(epoch: 17, iters: 1544, time: 0.285, data: 0.016) G_GAN: 3.898 G_L1: 2.930 D_real: 0.023 D_fake: 0.081 +(epoch: 17, iters: 1644, time: 0.304, data: 0.018) G_GAN: 2.534 G_L1: 3.751 D_real: 0.005 D_fake: 0.134 +(epoch: 17, iters: 1744, time: 0.494, data: 0.019) G_GAN: 3.230 G_L1: 4.819 D_real: 0.044 D_fake: 0.410 +(epoch: 17, iters: 1844, time: 0.298, data: 0.019) G_GAN: 2.647 G_L1: 4.341 D_real: 0.003 D_fake: 1.105 +(epoch: 17, iters: 1944, time: 0.290, data: 0.017) G_GAN: 3.544 G_L1: 4.306 D_real: 0.134 D_fake: 0.367 +(epoch: 17, iters: 2044, time: 0.300, data: 0.019) G_GAN: 2.774 G_L1: 3.499 D_real: 0.011 D_fake: 0.138 +(epoch: 17, iters: 2144, time: 0.423, data: 0.016) G_GAN: 2.756 G_L1: 4.655 D_real: 0.074 D_fake: 0.204 +(epoch: 17, iters: 2244, time: 0.302, data: 0.018) G_GAN: 4.162 G_L1: 3.991 D_real: 0.025 D_fake: 0.042 +(epoch: 17, iters: 2344, time: 0.303, data: 0.018) G_GAN: 2.724 G_L1: 4.383 D_real: 0.003 D_fake: 0.427 +(epoch: 17, iters: 2444, time: 0.300, data: 0.018) G_GAN: 3.327 G_L1: 4.168 D_real: 0.045 D_fake: 0.591 +(epoch: 17, iters: 2544, time: 0.405, data: 0.020) G_GAN: 3.240 G_L1: 3.415 D_real: 0.081 D_fake: 0.058 +(epoch: 17, iters: 2644, time: 0.292, data: 0.019) G_GAN: 4.523 G_L1: 7.433 D_real: 0.043 D_fake: 0.155 +(epoch: 17, iters: 2744, time: 0.301, data: 0.016) G_GAN: 2.448 G_L1: 3.996 D_real: 0.134 D_fake: 0.454 +(epoch: 17, iters: 2844, time: 0.299, data: 0.021) G_GAN: 2.290 G_L1: 5.658 D_real: 0.490 D_fake: 0.609 +(epoch: 17, iters: 2944, time: 0.424, data: 0.020) G_GAN: 4.859 G_L1: 6.785 D_real: 0.003 D_fake: 1.087 +(epoch: 17, iters: 3044, time: 0.295, data: 0.018) G_GAN: 3.207 G_L1: 4.371 D_real: 0.002 D_fake: 0.760 +(epoch: 17, iters: 3144, time: 0.303, data: 0.017) G_GAN: 3.738 G_L1: 7.474 D_real: 0.000 D_fake: 0.184 +(epoch: 17, iters: 3244, time: 0.302, data: 0.018) G_GAN: 3.489 G_L1: 8.305 D_real: 0.043 D_fake: 0.141 +(epoch: 17, iters: 3344, time: 0.429, data: 0.019) G_GAN: 1.723 G_L1: 4.260 D_real: 0.126 D_fake: 0.431 +(epoch: 17, iters: 3444, time: 0.302, data: 0.019) G_GAN: 2.145 G_L1: 4.020 D_real: 0.002 D_fake: 0.381 +(epoch: 17, iters: 3544, time: 0.305, data: 0.018) G_GAN: 2.545 G_L1: 5.096 D_real: 0.024 D_fake: 0.141 +(epoch: 17, iters: 3644, time: 0.300, data: 0.024) G_GAN: 2.128 G_L1: 7.435 D_real: 0.027 D_fake: 0.565 +(epoch: 17, iters: 3744, time: 0.495, data: 0.017) G_GAN: 2.388 G_L1: 4.489 D_real: 0.016 D_fake: 0.732 +(epoch: 17, iters: 3844, time: 0.300, data: 0.019) G_GAN: 4.124 G_L1: 4.279 D_real: 0.011 D_fake: 0.172 +(epoch: 17, iters: 3944, time: 0.299, data: 0.021) G_GAN: 2.387 G_L1: 3.844 D_real: 0.008 D_fake: 0.192 +(epoch: 17, iters: 4044, time: 0.295, data: 0.019) G_GAN: 3.034 G_L1: 2.668 D_real: 0.013 D_fake: 0.795 +(epoch: 17, iters: 4144, time: 0.418, data: 0.017) G_GAN: 1.823 G_L1: 6.112 D_real: 0.293 D_fake: 0.546 +(epoch: 17, iters: 4244, time: 0.302, data: 0.021) G_GAN: 3.020 G_L1: 3.888 D_real: 0.309 D_fake: 0.254 +(epoch: 17, iters: 4344, time: 0.295, data: 0.016) G_GAN: 3.812 G_L1: 4.541 D_real: 0.106 D_fake: 0.263 +(epoch: 17, iters: 4444, time: 0.299, data: 0.016) G_GAN: 3.260 G_L1: 5.671 D_real: 0.293 D_fake: 0.193 +(epoch: 17, iters: 4544, time: 0.406, data: 0.019) G_GAN: 4.686 G_L1: 4.491 D_real: 0.003 D_fake: 0.096 +(epoch: 17, iters: 4644, time: 0.284, data: 0.027) G_GAN: 3.086 G_L1: 5.380 D_real: 0.383 D_fake: 0.048 +(epoch: 17, iters: 4744, time: 0.297, data: 0.018) G_GAN: 2.422 G_L1: 3.823 D_real: 0.078 D_fake: 0.249 +(epoch: 17, iters: 4844, time: 0.298, data: 0.019) G_GAN: 3.581 G_L1: 4.201 D_real: 0.008 D_fake: 0.663 +(epoch: 17, iters: 4944, time: 0.413, data: 0.015) G_GAN: 3.259 G_L1: 4.620 D_real: 0.013 D_fake: 0.206 +(epoch: 17, iters: 5044, time: 0.298, data: 0.019) G_GAN: 4.444 G_L1: 8.168 D_real: 0.057 D_fake: 0.215 +(epoch: 17, iters: 5144, time: 0.294, data: 0.015) G_GAN: 4.245 G_L1: 3.913 D_real: 0.076 D_fake: 0.034 +(epoch: 17, iters: 5244, time: 0.291, data: 0.015) G_GAN: 2.815 G_L1: 3.943 D_real: 0.002 D_fake: 0.140 +(epoch: 17, iters: 5344, time: 0.403, data: 0.019) G_GAN: 4.135 G_L1: 3.862 D_real: 0.009 D_fake: 0.131 +(epoch: 17, iters: 5444, time: 0.303, data: 0.017) G_GAN: 2.706 G_L1: 5.001 D_real: 0.019 D_fake: 0.116 +(epoch: 17, iters: 5544, time: 0.291, data: 0.016) G_GAN: 4.245 G_L1: 4.839 D_real: 0.002 D_fake: 0.114 +(epoch: 17, iters: 5644, time: 0.298, data: 0.016) G_GAN: 3.067 G_L1: 5.847 D_real: 0.112 D_fake: 0.200 +(epoch: 17, iters: 5744, time: 0.575, data: 0.017) G_GAN: 2.677 G_L1: 4.037 D_real: 0.011 D_fake: 0.404 +(epoch: 17, iters: 5844, time: 0.295, data: 0.018) G_GAN: 2.206 G_L1: 3.616 D_real: 0.053 D_fake: 0.648 +(epoch: 17, iters: 5944, time: 0.291, data: 0.018) G_GAN: 2.916 G_L1: 4.271 D_real: 0.002 D_fake: 0.488 +(epoch: 17, iters: 6044, time: 0.297, data: 0.015) G_GAN: 0.771 G_L1: 3.531 D_real: 0.032 D_fake: 0.293 +(epoch: 17, iters: 6144, time: 0.391, data: 0.015) G_GAN: 1.846 G_L1: 4.218 D_real: 0.187 D_fake: 0.047 +(epoch: 17, iters: 6244, time: 0.303, data: 0.018) G_GAN: 3.421 G_L1: 5.352 D_real: 0.099 D_fake: 0.110 +(epoch: 17, iters: 6344, time: 0.267, data: 0.020) G_GAN: 1.709 G_L1: 3.689 D_real: 0.095 D_fake: 1.140 +(epoch: 17, iters: 6444, time: 0.296, data: 0.012) G_GAN: 3.053 G_L1: 4.585 D_real: 0.037 D_fake: 0.340 +(epoch: 17, iters: 6544, time: 0.429, data: 0.016) G_GAN: 2.716 G_L1: 4.100 D_real: 0.248 D_fake: 0.074 +(epoch: 17, iters: 6644, time: 0.304, data: 0.018) G_GAN: 2.585 G_L1: 4.733 D_real: 0.005 D_fake: 0.254 +(epoch: 17, iters: 6744, time: 0.302, data: 0.016) G_GAN: 1.712 G_L1: 3.310 D_real: 0.026 D_fake: 0.910 +(epoch: 17, iters: 6844, time: 0.286, data: 0.016) G_GAN: 0.933 G_L1: 3.347 D_real: 0.081 D_fake: 0.368 +(epoch: 17, iters: 6944, time: 0.372, data: 0.020) G_GAN: 3.258 G_L1: 4.417 D_real: 0.011 D_fake: 0.395 +(epoch: 17, iters: 7044, time: 0.293, data: 0.023) G_GAN: 2.715 G_L1: 4.813 D_real: 0.009 D_fake: 0.575 +(epoch: 17, iters: 7144, time: 0.305, data: 0.018) G_GAN: 3.489 G_L1: 5.826 D_real: 0.025 D_fake: 0.215 +(epoch: 17, iters: 7244, time: 0.301, data: 0.023) G_GAN: 1.915 G_L1: 3.544 D_real: 0.101 D_fake: 0.338 +(epoch: 17, iters: 7344, time: 0.430, data: 0.016) G_GAN: 2.506 G_L1: 6.405 D_real: 0.196 D_fake: 0.333 +(epoch: 17, iters: 7444, time: 0.285, data: 0.018) G_GAN: 3.682 G_L1: 5.870 D_real: 0.017 D_fake: 0.829 +(epoch: 17, iters: 7544, time: 0.297, data: 0.016) G_GAN: 1.608 G_L1: 3.802 D_real: 0.299 D_fake: 0.415 +(epoch: 17, iters: 7644, time: 0.293, data: 0.018) G_GAN: 2.780 G_L1: 4.227 D_real: 0.057 D_fake: 0.159 +(epoch: 17, iters: 7744, time: 0.554, data: 0.015) G_GAN: 2.605 G_L1: 5.359 D_real: 0.026 D_fake: 0.543 +(epoch: 17, iters: 7844, time: 0.304, data: 0.019) G_GAN: 1.761 G_L1: 4.239 D_real: 0.003 D_fake: 0.395 +(epoch: 17, iters: 7944, time: 0.303, data: 0.018) G_GAN: 2.723 G_L1: 4.085 D_real: 0.002 D_fake: 0.601 +(epoch: 17, iters: 8044, time: 0.291, data: 0.017) G_GAN: 3.474 G_L1: 8.291 D_real: 0.004 D_fake: 0.248 +(epoch: 17, iters: 8144, time: 0.404, data: 0.017) G_GAN: 3.107 G_L1: 5.795 D_real: 0.009 D_fake: 1.132 +(epoch: 17, iters: 8244, time: 0.299, data: 0.019) G_GAN: 2.128 G_L1: 4.160 D_real: 0.030 D_fake: 0.201 +(epoch: 17, iters: 8344, time: 0.300, data: 0.016) G_GAN: 3.425 G_L1: 4.508 D_real: 0.364 D_fake: 0.236 +(epoch: 17, iters: 8444, time: 0.288, data: 0.016) G_GAN: 4.192 G_L1: 4.116 D_real: 0.143 D_fake: 0.242 +(epoch: 17, iters: 8544, time: 0.376, data: 0.016) G_GAN: 3.513 G_L1: 4.142 D_real: 0.236 D_fake: 0.741 +(epoch: 17, iters: 8644, time: 0.306, data: 0.018) G_GAN: 3.004 G_L1: 4.311 D_real: 0.144 D_fake: 0.290 +(epoch: 17, iters: 8744, time: 0.297, data: 0.018) G_GAN: 3.430 G_L1: 4.308 D_real: 0.159 D_fake: 0.577 +(epoch: 17, iters: 8844, time: 0.303, data: 0.017) G_GAN: 3.691 G_L1: 5.826 D_real: 0.160 D_fake: 0.091 +(epoch: 17, iters: 8944, time: 0.420, data: 0.020) G_GAN: 4.372 G_L1: 4.847 D_real: 0.073 D_fake: 0.066 +(epoch: 17, iters: 9044, time: 0.300, data: 0.020) G_GAN: 4.963 G_L1: 4.016 D_real: 0.072 D_fake: 0.032 +(epoch: 17, iters: 9144, time: 0.306, data: 0.017) G_GAN: 3.371 G_L1: 3.353 D_real: 0.085 D_fake: 0.070 +(epoch: 17, iters: 9244, time: 0.301, data: 0.016) G_GAN: 3.728 G_L1: 3.837 D_real: 0.067 D_fake: 0.162 +(epoch: 17, iters: 9344, time: 0.409, data: 0.017) G_GAN: 4.254 G_L1: 3.589 D_real: 0.095 D_fake: 0.092 +(epoch: 17, iters: 9444, time: 0.293, data: 0.017) G_GAN: 1.919 G_L1: 3.730 D_real: 0.401 D_fake: 0.543 +(epoch: 17, iters: 9544, time: 0.305, data: 0.017) G_GAN: 2.942 G_L1: 3.444 D_real: 0.032 D_fake: 0.164 +(epoch: 17, iters: 9644, time: 0.292, data: 0.016) G_GAN: 3.269 G_L1: 3.383 D_real: 0.294 D_fake: 0.059 +(epoch: 17, iters: 9744, time: 0.544, data: 0.017) G_GAN: 4.731 G_L1: 5.333 D_real: 0.003 D_fake: 0.727 +(epoch: 17, iters: 9844, time: 0.298, data: 0.020) G_GAN: 2.829 G_L1: 4.579 D_real: 0.134 D_fake: 0.134 +(epoch: 17, iters: 9944, time: 0.294, data: 0.017) G_GAN: 5.422 G_L1: 7.574 D_real: 0.306 D_fake: 0.502 +(epoch: 17, iters: 10044, time: 0.293, data: 0.015) G_GAN: 3.682 G_L1: 8.621 D_real: 0.113 D_fake: 0.091 +(epoch: 17, iters: 10144, time: 0.403, data: 0.016) G_GAN: 3.059 G_L1: 5.574 D_real: 0.288 D_fake: 0.081 +(epoch: 17, iters: 10244, time: 0.289, data: 0.016) G_GAN: 3.153 G_L1: 3.796 D_real: 0.070 D_fake: 0.402 +(epoch: 17, iters: 10344, time: 0.292, data: 0.016) G_GAN: 2.145 G_L1: 3.904 D_real: 0.093 D_fake: 0.234 +(epoch: 17, iters: 10444, time: 0.287, data: 0.017) G_GAN: 4.711 G_L1: 4.528 D_real: 0.101 D_fake: 0.053 +(epoch: 17, iters: 10544, time: 0.415, data: 0.019) G_GAN: 3.546 G_L1: 4.214 D_real: 0.237 D_fake: 0.325 +(epoch: 17, iters: 10644, time: 0.294, data: 0.020) G_GAN: 2.773 G_L1: 3.953 D_real: 0.232 D_fake: 0.121 +(epoch: 17, iters: 10744, time: 0.293, data: 0.019) G_GAN: 2.848 G_L1: 3.595 D_real: 0.044 D_fake: 0.479 +(epoch: 17, iters: 10844, time: 0.300, data: 0.017) G_GAN: 3.905 G_L1: 5.723 D_real: 0.081 D_fake: 0.161 +(epoch: 17, iters: 10944, time: 0.420, data: 0.016) G_GAN: 3.461 G_L1: 3.538 D_real: 0.202 D_fake: 0.080 +(epoch: 17, iters: 11044, time: 0.300, data: 0.018) G_GAN: 4.027 G_L1: 4.515 D_real: 0.105 D_fake: 0.072 +(epoch: 17, iters: 11144, time: 0.287, data: 0.016) G_GAN: 2.925 G_L1: 3.881 D_real: 1.177 D_fake: 0.025 +(epoch: 17, iters: 11244, time: 0.290, data: 0.016) G_GAN: 3.681 G_L1: 5.506 D_real: 0.257 D_fake: 0.084 +(epoch: 17, iters: 11344, time: 0.417, data: 0.014) G_GAN: 3.709 G_L1: 5.172 D_real: 0.071 D_fake: 0.364 +(epoch: 17, iters: 11444, time: 0.280, data: 0.018) G_GAN: 2.681 G_L1: 2.934 D_real: 0.555 D_fake: 0.153 +(epoch: 17, iters: 11544, time: 0.296, data: 0.018) G_GAN: 4.211 G_L1: 4.903 D_real: 0.035 D_fake: 0.165 +(epoch: 17, iters: 11644, time: 0.300, data: 0.016) G_GAN: 3.164 G_L1: 4.035 D_real: 0.191 D_fake: 0.182 +(epoch: 17, iters: 11744, time: 0.485, data: 0.024) G_GAN: 3.606 G_L1: 3.149 D_real: 0.057 D_fake: 0.048 +(epoch: 17, iters: 11844, time: 0.291, data: 0.018) G_GAN: 2.053 G_L1: 3.583 D_real: 0.399 D_fake: 0.561 +(epoch: 17, iters: 11944, time: 0.298, data: 0.016) G_GAN: 3.707 G_L1: 4.508 D_real: 0.243 D_fake: 0.304 +(epoch: 17, iters: 12044, time: 0.278, data: 0.017) G_GAN: 4.289 G_L1: 4.030 D_real: 0.030 D_fake: 0.199 +(epoch: 17, iters: 12144, time: 0.405, data: 0.019) G_GAN: 4.288 G_L1: 4.485 D_real: 0.119 D_fake: 0.206 +(epoch: 17, iters: 12244, time: 0.284, data: 0.024) G_GAN: 4.122 G_L1: 5.140 D_real: 0.017 D_fake: 0.289 +(epoch: 17, iters: 12344, time: 0.283, data: 0.015) G_GAN: 3.615 G_L1: 4.770 D_real: 0.193 D_fake: 0.161 +(epoch: 17, iters: 12444, time: 0.297, data: 0.016) G_GAN: 3.665 G_L1: 5.239 D_real: 0.166 D_fake: 0.071 +(epoch: 17, iters: 12544, time: 0.406, data: 0.016) G_GAN: 3.345 G_L1: 3.385 D_real: 0.036 D_fake: 0.136 +(epoch: 17, iters: 12644, time: 0.297, data: 0.021) G_GAN: 3.158 G_L1: 3.954 D_real: 0.056 D_fake: 0.164 +(epoch: 17, iters: 12744, time: 0.288, data: 0.019) G_GAN: 3.800 G_L1: 5.993 D_real: 0.067 D_fake: 0.137 +(epoch: 17, iters: 12844, time: 0.298, data: 0.023) G_GAN: 4.853 G_L1: 6.869 D_real: 0.024 D_fake: 0.231 +(epoch: 17, iters: 12944, time: 0.413, data: 0.017) G_GAN: 2.916 G_L1: 6.776 D_real: 0.203 D_fake: 0.193 +(epoch: 17, iters: 13044, time: 0.295, data: 0.018) G_GAN: 3.029 G_L1: 3.398 D_real: 0.076 D_fake: 0.305 +(epoch: 17, iters: 13144, time: 0.296, data: 0.020) G_GAN: 4.230 G_L1: 4.518 D_real: 0.010 D_fake: 0.109 +(epoch: 17, iters: 13244, time: 0.290, data: 0.017) G_GAN: 3.713 G_L1: 4.579 D_real: 0.106 D_fake: 0.126 +(epoch: 17, iters: 13344, time: 0.378, data: 0.015) G_GAN: 3.013 G_L1: 4.231 D_real: 0.598 D_fake: 0.122 +(epoch: 17, iters: 13444, time: 0.299, data: 0.018) G_GAN: 2.412 G_L1: 2.575 D_real: 0.463 D_fake: 0.239 +(epoch: 17, iters: 13544, time: 0.290, data: 0.016) G_GAN: 2.677 G_L1: 4.904 D_real: 0.449 D_fake: 0.160 +(epoch: 17, iters: 13644, time: 0.295, data: 0.016) G_GAN: 3.384 G_L1: 3.912 D_real: 0.015 D_fake: 0.284 +(epoch: 17, iters: 13744, time: 0.542, data: 0.018) G_GAN: 4.082 G_L1: 4.185 D_real: 0.008 D_fake: 0.236 +(epoch: 17, iters: 13844, time: 0.298, data: 0.016) G_GAN: 2.392 G_L1: 3.267 D_real: 0.034 D_fake: 0.511 +(epoch: 17, iters: 13944, time: 0.301, data: 0.018) G_GAN: 3.094 G_L1: 3.359 D_real: 0.021 D_fake: 0.242 +(epoch: 17, iters: 14044, time: 0.277, data: 0.016) G_GAN: 4.126 G_L1: 3.069 D_real: 0.028 D_fake: 0.544 +(epoch: 17, iters: 14144, time: 0.404, data: 0.016) G_GAN: 4.263 G_L1: 3.486 D_real: 0.188 D_fake: 0.497 +(epoch: 17, iters: 14244, time: 0.292, data: 0.019) G_GAN: 2.445 G_L1: 3.683 D_real: 0.170 D_fake: 0.140 +(epoch: 17, iters: 14344, time: 0.289, data: 0.019) G_GAN: 2.925 G_L1: 3.060 D_real: 0.224 D_fake: 0.263 +(epoch: 17, iters: 14444, time: 0.294, data: 0.018) G_GAN: 4.527 G_L1: 3.046 D_real: 0.117 D_fake: 0.047 +(epoch: 17, iters: 14544, time: 0.406, data: 0.017) G_GAN: 3.395 G_L1: 3.701 D_real: 0.094 D_fake: 0.144 +(epoch: 17, iters: 14644, time: 0.275, data: 0.018) G_GAN: 3.569 G_L1: 5.595 D_real: 0.218 D_fake: 0.632 +(epoch: 17, iters: 14744, time: 0.301, data: 0.014) G_GAN: 4.871 G_L1: 4.083 D_real: 0.028 D_fake: 0.227 +(epoch: 17, iters: 14844, time: 0.301, data: 0.019) G_GAN: 3.466 G_L1: 3.632 D_real: 0.149 D_fake: 0.238 +(epoch: 17, iters: 14944, time: 0.382, data: 0.023) G_GAN: 4.051 G_L1: 3.845 D_real: 0.129 D_fake: 0.202 +(epoch: 17, iters: 15044, time: 0.301, data: 0.020) G_GAN: 3.033 G_L1: 3.613 D_real: 0.232 D_fake: 0.191 +(epoch: 17, iters: 15144, time: 0.294, data: 0.023) G_GAN: 3.531 G_L1: 4.580 D_real: 0.166 D_fake: 0.280 +(epoch: 17, iters: 15244, time: 0.296, data: 0.016) G_GAN: 2.686 G_L1: 3.930 D_real: 0.374 D_fake: 0.047 +(epoch: 17, iters: 15344, time: 0.419, data: 0.017) G_GAN: 4.038 G_L1: 4.583 D_real: 0.045 D_fake: 0.116 +(epoch: 17, iters: 15444, time: 0.299, data: 0.018) G_GAN: 3.431 G_L1: 4.343 D_real: 0.116 D_fake: 0.085 +(epoch: 17, iters: 15544, time: 0.304, data: 0.018) G_GAN: 3.773 G_L1: 6.566 D_real: 0.009 D_fake: 0.142 +(epoch: 17, iters: 15644, time: 0.300, data: 0.016) G_GAN: 2.848 G_L1: 2.980 D_real: 0.291 D_fake: 0.166 +(epoch: 17, iters: 15744, time: 0.515, data: 0.017) G_GAN: 3.799 G_L1: 3.668 D_real: 0.216 D_fake: 0.067 +(epoch: 17, iters: 15844, time: 0.287, data: 0.020) G_GAN: 5.035 G_L1: 5.549 D_real: 0.014 D_fake: 0.140 +(epoch: 17, iters: 15944, time: 0.301, data: 0.017) G_GAN: 5.107 G_L1: 3.579 D_real: 0.082 D_fake: 0.018 +(epoch: 17, iters: 16044, time: 0.299, data: 0.017) G_GAN: 3.999 G_L1: 3.933 D_real: 0.068 D_fake: 0.118 +(epoch: 17, iters: 16144, time: 0.418, data: 0.020) G_GAN: 3.270 G_L1: 4.240 D_real: 0.238 D_fake: 0.061 +(epoch: 17, iters: 16244, time: 0.306, data: 0.019) G_GAN: 3.780 G_L1: 4.221 D_real: 0.013 D_fake: 0.145 +(epoch: 17, iters: 16344, time: 0.297, data: 0.017) G_GAN: 4.436 G_L1: 3.297 D_real: 0.137 D_fake: 0.052 +(epoch: 17, iters: 16444, time: 0.304, data: 0.021) G_GAN: 4.643 G_L1: 5.186 D_real: 0.135 D_fake: 0.054 +(epoch: 17, iters: 16544, time: 0.413, data: 0.017) G_GAN: 4.671 G_L1: 4.480 D_real: 0.005 D_fake: 0.143 +(epoch: 17, iters: 16644, time: 0.303, data: 0.018) G_GAN: 2.401 G_L1: 3.410 D_real: 1.080 D_fake: 0.082 +(epoch: 17, iters: 16744, time: 0.296, data: 0.017) G_GAN: 4.323 G_L1: 3.585 D_real: 0.032 D_fake: 0.051 +(epoch: 17, iters: 16844, time: 0.303, data: 0.019) G_GAN: 3.843 G_L1: 3.848 D_real: 0.091 D_fake: 0.084 +(epoch: 17, iters: 16944, time: 0.415, data: 0.022) G_GAN: 3.021 G_L1: 7.542 D_real: 0.357 D_fake: 0.088 +(epoch: 17, iters: 17044, time: 0.298, data: 0.017) G_GAN: 2.937 G_L1: 4.304 D_real: 0.227 D_fake: 0.256 +(epoch: 17, iters: 17144, time: 0.299, data: 0.017) G_GAN: 3.247 G_L1: 3.222 D_real: 0.329 D_fake: 0.033 +(epoch: 17, iters: 17244, time: 0.300, data: 0.021) G_GAN: 3.172 G_L1: 4.095 D_real: 0.605 D_fake: 0.052 +(epoch: 17, iters: 17344, time: 0.393, data: 0.017) G_GAN: 2.977 G_L1: 5.427 D_real: 0.024 D_fake: 0.208 +(epoch: 17, iters: 17444, time: 0.296, data: 0.018) G_GAN: 4.294 G_L1: 4.519 D_real: 0.185 D_fake: 0.224 +(epoch: 17, iters: 17544, time: 0.295, data: 0.016) G_GAN: 2.239 G_L1: 3.824 D_real: 1.491 D_fake: 0.014 +(epoch: 17, iters: 17644, time: 0.304, data: 0.018) G_GAN: 5.194 G_L1: 6.846 D_real: 0.029 D_fake: 0.093 +(epoch: 17, iters: 17744, time: 0.550, data: 0.017) G_GAN: 3.487 G_L1: 4.188 D_real: 0.009 D_fake: 0.161 +(epoch: 17, iters: 17844, time: 0.299, data: 0.018) G_GAN: 5.733 G_L1: 3.738 D_real: 0.029 D_fake: 0.100 +(epoch: 17, iters: 17944, time: 0.303, data: 0.018) G_GAN: 4.131 G_L1: 4.449 D_real: 0.014 D_fake: 0.298 +(epoch: 17, iters: 18044, time: 0.286, data: 0.016) G_GAN: 3.150 G_L1: 3.585 D_real: 0.032 D_fake: 0.158 +(epoch: 17, iters: 18144, time: 0.411, data: 0.020) G_GAN: 3.607 G_L1: 3.684 D_real: 0.039 D_fake: 0.184 +(epoch: 17, iters: 18244, time: 0.295, data: 0.019) G_GAN: 3.713 G_L1: 4.681 D_real: 0.050 D_fake: 0.100 +(epoch: 17, iters: 18344, time: 0.305, data: 0.016) G_GAN: 3.237 G_L1: 4.565 D_real: 0.072 D_fake: 0.190 +(epoch: 17, iters: 18444, time: 0.298, data: 0.017) G_GAN: 3.693 G_L1: 3.699 D_real: 0.145 D_fake: 0.124 +(epoch: 17, iters: 18544, time: 0.414, data: 0.016) G_GAN: 4.123 G_L1: 5.534 D_real: 0.844 D_fake: 0.172 +(epoch: 17, iters: 18644, time: 0.304, data: 0.019) G_GAN: 2.088 G_L1: 4.784 D_real: 0.522 D_fake: 0.043 +(epoch: 17, iters: 18744, time: 0.300, data: 0.017) G_GAN: 2.817 G_L1: 3.720 D_real: 0.184 D_fake: 0.230 +(epoch: 17, iters: 18844, time: 0.303, data: 0.022) G_GAN: 3.235 G_L1: 4.768 D_real: 0.679 D_fake: 0.309 +(epoch: 17, iters: 18944, time: 0.404, data: 0.016) G_GAN: 2.536 G_L1: 3.615 D_real: 0.339 D_fake: 0.094 +(epoch: 17, iters: 19044, time: 0.299, data: 0.019) G_GAN: 3.086 G_L1: 3.425 D_real: 0.073 D_fake: 0.285 +(epoch: 17, iters: 19144, time: 0.298, data: 0.017) G_GAN: 4.070 G_L1: 5.064 D_real: 0.285 D_fake: 0.046 +(epoch: 17, iters: 19244, time: 0.304, data: 0.017) G_GAN: 3.903 G_L1: 3.259 D_real: 0.154 D_fake: 0.090 +(epoch: 17, iters: 19344, time: 0.420, data: 0.018) G_GAN: 3.748 G_L1: 4.411 D_real: 0.385 D_fake: 0.209 +(epoch: 17, iters: 19444, time: 0.305, data: 0.019) G_GAN: 4.595 G_L1: 2.691 D_real: 0.064 D_fake: 0.081 +(epoch: 17, iters: 19544, time: 0.305, data: 0.018) G_GAN: 2.813 G_L1: 2.777 D_real: 0.100 D_fake: 0.560 +(epoch: 17, iters: 19644, time: 0.295, data: 0.017) G_GAN: 4.573 G_L1: 4.519 D_real: 0.119 D_fake: 0.021 +(epoch: 17, iters: 19744, time: 0.534, data: 0.019) G_GAN: 4.736 G_L1: 5.568 D_real: 0.009 D_fake: 0.028 +(epoch: 17, iters: 19844, time: 0.305, data: 0.020) G_GAN: 4.550 G_L1: 3.299 D_real: 0.053 D_fake: 0.047 +(epoch: 17, iters: 19944, time: 0.302, data: 0.017) G_GAN: 3.720 G_L1: 4.011 D_real: 0.155 D_fake: 0.081 +(epoch: 17, iters: 20044, time: 0.278, data: 0.018) G_GAN: 4.138 G_L1: 5.006 D_real: 0.028 D_fake: 0.160 +(epoch: 17, iters: 20144, time: 0.392, data: 0.018) G_GAN: 2.238 G_L1: 2.484 D_real: 0.356 D_fake: 0.063 +(epoch: 17, iters: 20244, time: 0.294, data: 0.018) G_GAN: 4.351 G_L1: 4.484 D_real: 0.090 D_fake: 0.084 +(epoch: 17, iters: 20344, time: 0.294, data: 0.016) G_GAN: 3.317 G_L1: 5.072 D_real: 0.469 D_fake: 0.071 +(epoch: 17, iters: 20444, time: 0.304, data: 0.017) G_GAN: 3.896 G_L1: 4.992 D_real: 0.067 D_fake: 0.382 +(epoch: 17, iters: 20544, time: 0.414, data: 0.019) G_GAN: 4.193 G_L1: 4.406 D_real: 0.062 D_fake: 0.384 +(epoch: 17, iters: 20644, time: 0.302, data: 0.019) G_GAN: 4.187 G_L1: 3.489 D_real: 0.078 D_fake: 0.068 +(epoch: 17, iters: 20744, time: 0.293, data: 0.020) G_GAN: 3.879 G_L1: 3.254 D_real: 0.107 D_fake: 0.087 +(epoch: 17, iters: 20844, time: 0.305, data: 0.017) G_GAN: 3.346 G_L1: 3.405 D_real: 0.053 D_fake: 0.074 +(epoch: 17, iters: 20944, time: 0.398, data: 0.016) G_GAN: 4.691 G_L1: 3.077 D_real: 0.240 D_fake: 0.044 +(epoch: 17, iters: 21044, time: 0.304, data: 0.020) G_GAN: 3.065 G_L1: 3.267 D_real: 0.301 D_fake: 0.112 +(epoch: 17, iters: 21144, time: 0.294, data: 0.017) G_GAN: 3.631 G_L1: 4.277 D_real: 0.291 D_fake: 0.142 +(epoch: 17, iters: 21244, time: 0.297, data: 0.017) G_GAN: 3.361 G_L1: 3.380 D_real: 1.036 D_fake: 0.148 +(epoch: 17, iters: 21344, time: 0.385, data: 0.016) G_GAN: 4.040 G_L1: 2.364 D_real: 0.017 D_fake: 0.124 +(epoch: 17, iters: 21444, time: 0.298, data: 0.019) G_GAN: 4.100 G_L1: 4.594 D_real: 0.254 D_fake: 0.144 +(epoch: 17, iters: 21544, time: 0.294, data: 0.016) G_GAN: 3.342 G_L1: 6.994 D_real: 0.203 D_fake: 0.134 +(epoch: 17, iters: 21644, time: 0.299, data: 0.017) G_GAN: 3.242 G_L1: 2.579 D_real: 0.526 D_fake: 0.085 +(epoch: 17, iters: 21744, time: 0.552, data: 0.017) G_GAN: 2.767 G_L1: 3.739 D_real: 0.263 D_fake: 0.136 +(epoch: 17, iters: 21844, time: 0.296, data: 0.019) G_GAN: 4.358 G_L1: 3.402 D_real: 0.063 D_fake: 0.047 +(epoch: 17, iters: 21944, time: 0.301, data: 0.017) G_GAN: 2.977 G_L1: 5.846 D_real: 0.182 D_fake: 0.093 +(epoch: 17, iters: 22044, time: 0.300, data: 0.019) G_GAN: 4.530 G_L1: 6.187 D_real: 0.027 D_fake: 0.099 +(epoch: 17, iters: 22144, time: 0.387, data: 0.019) G_GAN: 4.835 G_L1: 6.436 D_real: 0.066 D_fake: 0.484 +(epoch: 17, iters: 22244, time: 0.302, data: 0.019) G_GAN: 4.548 G_L1: 4.152 D_real: 0.122 D_fake: 0.274 +(epoch: 17, iters: 22344, time: 0.297, data: 0.018) G_GAN: 5.277 G_L1: 4.796 D_real: 0.004 D_fake: 0.688 +(epoch: 17, iters: 22444, time: 0.291, data: 0.016) G_GAN: 5.498 G_L1: 4.173 D_real: 0.286 D_fake: 0.121 +(epoch: 17, iters: 22544, time: 0.417, data: 0.016) G_GAN: 2.656 G_L1: 4.268 D_real: 0.242 D_fake: 0.207 +(epoch: 17, iters: 22644, time: 0.295, data: 0.018) G_GAN: 2.038 G_L1: 3.655 D_real: 0.318 D_fake: 0.123 +(epoch: 17, iters: 22744, time: 0.300, data: 0.017) G_GAN: 4.353 G_L1: 4.630 D_real: 0.015 D_fake: 0.092 +(epoch: 17, iters: 22844, time: 0.304, data: 0.017) G_GAN: 4.024 G_L1: 4.990 D_real: 0.255 D_fake: 0.020 +(epoch: 17, iters: 22944, time: 0.406, data: 0.020) G_GAN: 2.715 G_L1: 3.021 D_real: 0.071 D_fake: 0.203 +(epoch: 17, iters: 23044, time: 0.298, data: 0.017) G_GAN: 3.849 G_L1: 4.934 D_real: 0.272 D_fake: 0.070 +(epoch: 17, iters: 23144, time: 0.299, data: 0.020) G_GAN: 3.026 G_L1: 2.609 D_real: 0.236 D_fake: 0.061 +(epoch: 17, iters: 23244, time: 0.300, data: 0.018) G_GAN: 3.575 G_L1: 4.754 D_real: 0.529 D_fake: 0.109 +(epoch: 17, iters: 23344, time: 0.385, data: 0.017) G_GAN: 2.651 G_L1: 2.804 D_real: 0.500 D_fake: 0.264 +(epoch: 17, iters: 23444, time: 0.301, data: 0.034) G_GAN: 9.040 G_L1: 7.927 D_real: 0.276 D_fake: 0.929 +(epoch: 17, iters: 23544, time: 0.304, data: 0.019) G_GAN: 2.017 G_L1: 3.296 D_real: 0.872 D_fake: 0.442 +(epoch: 17, iters: 23644, time: 0.295, data: 0.017) G_GAN: 1.993 G_L1: 5.156 D_real: 0.947 D_fake: 0.142 +(epoch: 17, iters: 23744, time: 0.563, data: 0.020) G_GAN: 3.912 G_L1: 3.877 D_real: 0.194 D_fake: 1.273 +(epoch: 17, iters: 23844, time: 0.301, data: 0.019) G_GAN: 3.400 G_L1: 2.620 D_real: 0.197 D_fake: 0.064 +(epoch: 17, iters: 23944, time: 0.297, data: 0.019) G_GAN: 2.231 G_L1: 3.097 D_real: 0.463 D_fake: 0.170 +(epoch: 17, iters: 24044, time: 0.304, data: 0.020) G_GAN: 3.140 G_L1: 5.038 D_real: 0.006 D_fake: 0.332 +(epoch: 17, iters: 24144, time: 0.392, data: 0.018) G_GAN: 4.202 G_L1: 3.768 D_real: 0.008 D_fake: 0.306 +(epoch: 17, iters: 24244, time: 0.303, data: 0.018) G_GAN: 2.559 G_L1: 8.814 D_real: 0.152 D_fake: 0.219 +(epoch: 17, iters: 24344, time: 0.297, data: 0.017) G_GAN: 4.215 G_L1: 4.015 D_real: 0.099 D_fake: 0.563 +(epoch: 17, iters: 24444, time: 0.305, data: 0.017) G_GAN: 1.678 G_L1: 5.018 D_real: 0.906 D_fake: 0.130 +(epoch: 17, iters: 24544, time: 0.415, data: 0.021) G_GAN: 2.629 G_L1: 6.026 D_real: 0.472 D_fake: 0.079 +(epoch: 17, iters: 24644, time: 0.302, data: 0.019) G_GAN: 4.286 G_L1: 4.745 D_real: 0.011 D_fake: 2.213 +(epoch: 17, iters: 24744, time: 0.284, data: 0.030) G_GAN: 3.512 G_L1: 2.778 D_real: 0.314 D_fake: 0.097 +(epoch: 17, iters: 24844, time: 0.293, data: 0.019) G_GAN: 2.797 G_L1: 3.705 D_real: 0.380 D_fake: 0.300 +(epoch: 17, iters: 24944, time: 0.385, data: 0.017) G_GAN: 2.549 G_L1: 3.473 D_real: 0.076 D_fake: 0.279 +(epoch: 17, iters: 25044, time: 0.303, data: 0.017) G_GAN: 1.371 G_L1: 3.146 D_real: 1.713 D_fake: 0.069 +(epoch: 17, iters: 25144, time: 0.302, data: 0.018) G_GAN: 2.335 G_L1: 3.210 D_real: 0.179 D_fake: 0.381 +(epoch: 17, iters: 25244, time: 0.298, data: 0.017) G_GAN: 3.059 G_L1: 4.269 D_real: 0.232 D_fake: 0.578 +(epoch: 17, iters: 25344, time: 0.394, data: 0.016) G_GAN: 3.070 G_L1: 2.776 D_real: 1.002 D_fake: 0.053 +(epoch: 17, iters: 25444, time: 0.297, data: 0.015) G_GAN: 2.955 G_L1: 3.117 D_real: 0.307 D_fake: 0.193 +(epoch: 17, iters: 25544, time: 0.303, data: 0.020) G_GAN: 4.285 G_L1: 4.211 D_real: 0.157 D_fake: 0.049 +(epoch: 17, iters: 25644, time: 0.301, data: 0.021) G_GAN: 4.965 G_L1: 4.318 D_real: 0.001 D_fake: 0.059 +(epoch: 17, iters: 25744, time: 0.559, data: 0.018) G_GAN: 2.835 G_L1: 5.626 D_real: 0.161 D_fake: 0.525 +(epoch: 17, iters: 25844, time: 0.305, data: 0.020) G_GAN: 3.108 G_L1: 4.582 D_real: 0.009 D_fake: 0.141 +(epoch: 17, iters: 25944, time: 0.297, data: 0.025) G_GAN: 1.639 G_L1: 4.354 D_real: 1.166 D_fake: 0.033 +(epoch: 17, iters: 26044, time: 0.305, data: 0.016) G_GAN: 4.124 G_L1: 5.061 D_real: 0.062 D_fake: 0.125 +(epoch: 17, iters: 26144, time: 0.410, data: 0.022) G_GAN: 4.772 G_L1: 4.979 D_real: 0.007 D_fake: 0.467 +(epoch: 17, iters: 26244, time: 0.298, data: 0.018) G_GAN: 5.653 G_L1: 7.386 D_real: 0.209 D_fake: 0.007 +(epoch: 17, iters: 26344, time: 0.304, data: 0.018) G_GAN: 4.889 G_L1: 4.999 D_real: 0.008 D_fake: 0.115 +(epoch: 17, iters: 26444, time: 0.305, data: 0.017) G_GAN: 4.932 G_L1: 4.453 D_real: 0.008 D_fake: 0.023 +(epoch: 17, iters: 26544, time: 0.419, data: 0.018) G_GAN: 5.528 G_L1: 4.226 D_real: 0.015 D_fake: 0.122 +(epoch: 17, iters: 26644, time: 0.301, data: 0.019) G_GAN: 3.270 G_L1: 6.558 D_real: 0.022 D_fake: 0.107 +(epoch: 17, iters: 26744, time: 0.297, data: 0.017) G_GAN: 3.012 G_L1: 3.779 D_real: 0.037 D_fake: 0.365 +(epoch: 17, iters: 26844, time: 0.298, data: 0.017) G_GAN: 2.765 G_L1: 5.192 D_real: 0.013 D_fake: 0.460 +(epoch: 17, iters: 26944, time: 0.390, data: 0.021) G_GAN: 2.145 G_L1: 3.804 D_real: 0.087 D_fake: 0.134 +(epoch: 17, iters: 27044, time: 0.285, data: 0.021) G_GAN: 3.533 G_L1: 6.131 D_real: 0.008 D_fake: 0.358 +(epoch: 17, iters: 27144, time: 0.302, data: 0.015) G_GAN: 4.295 G_L1: 3.849 D_real: 0.012 D_fake: 0.219 +(epoch: 17, iters: 27244, time: 0.296, data: 0.017) G_GAN: 1.943 G_L1: 3.039 D_real: 0.162 D_fake: 0.252 +(epoch: 17, iters: 27344, time: 0.420, data: 0.016) G_GAN: 3.785 G_L1: 5.251 D_real: 0.009 D_fake: 0.332 +(epoch: 17, iters: 27444, time: 0.293, data: 0.019) G_GAN: 3.205 G_L1: 7.884 D_real: 0.002 D_fake: 0.085 +(epoch: 17, iters: 27544, time: 0.302, data: 0.020) G_GAN: 3.671 G_L1: 4.356 D_real: 0.001 D_fake: 0.195 +(epoch: 17, iters: 27644, time: 0.305, data: 0.017) G_GAN: 3.445 G_L1: 5.224 D_real: 0.002 D_fake: 0.586 +(epoch: 17, iters: 27744, time: 0.532, data: 0.020) G_GAN: 2.134 G_L1: 2.678 D_real: 0.026 D_fake: 0.103 +(epoch: 17, iters: 27844, time: 0.293, data: 0.017) G_GAN: 5.224 G_L1: 3.996 D_real: 0.015 D_fake: 0.078 +(epoch: 17, iters: 27944, time: 0.302, data: 0.016) G_GAN: 2.476 G_L1: 4.808 D_real: 0.002 D_fake: 0.812 +(epoch: 17, iters: 28044, time: 0.302, data: 0.017) G_GAN: 3.103 G_L1: 6.331 D_real: 0.223 D_fake: 0.520 +(epoch: 17, iters: 28144, time: 0.402, data: 0.016) G_GAN: 4.184 G_L1: 3.957 D_real: 0.176 D_fake: 0.027 +(epoch: 17, iters: 28244, time: 0.297, data: 0.018) G_GAN: 2.378 G_L1: 2.535 D_real: 0.739 D_fake: 0.553 +(epoch: 17, iters: 28344, time: 0.304, data: 0.019) G_GAN: 4.112 G_L1: 4.575 D_real: 0.221 D_fake: 0.238 +(epoch: 17, iters: 28444, time: 0.302, data: 0.017) G_GAN: 3.821 G_L1: 3.761 D_real: 0.297 D_fake: 0.156 +(epoch: 17, iters: 28544, time: 0.413, data: 0.018) G_GAN: 3.199 G_L1: 3.659 D_real: 0.040 D_fake: 0.273 +(epoch: 17, iters: 28644, time: 0.296, data: 0.019) G_GAN: 3.790 G_L1: 2.825 D_real: 0.004 D_fake: 0.387 +(epoch: 17, iters: 28744, time: 0.285, data: 0.016) G_GAN: 5.282 G_L1: 3.510 D_real: 1.113 D_fake: 0.047 +(epoch: 17, iters: 28844, time: 0.284, data: 0.017) G_GAN: 4.408 G_L1: 5.406 D_real: 0.266 D_fake: 0.029 +(epoch: 17, iters: 28944, time: 0.407, data: 0.016) G_GAN: 3.909 G_L1: 5.029 D_real: 0.039 D_fake: 0.220 +(epoch: 17, iters: 29044, time: 0.293, data: 0.017) G_GAN: 3.571 G_L1: 3.212 D_real: 0.415 D_fake: 0.191 +(epoch: 17, iters: 29144, time: 0.304, data: 0.017) G_GAN: 4.023 G_L1: 3.029 D_real: 0.005 D_fake: 0.148 +(epoch: 17, iters: 29244, time: 0.294, data: 0.017) G_GAN: 3.388 G_L1: 2.704 D_real: 0.053 D_fake: 0.100 +(epoch: 17, iters: 29344, time: 0.422, data: 0.017) G_GAN: 4.134 G_L1: 3.794 D_real: 0.071 D_fake: 0.089 +(epoch: 17, iters: 29444, time: 0.302, data: 0.018) G_GAN: 4.126 G_L1: 3.933 D_real: 0.077 D_fake: 0.250 +(epoch: 17, iters: 29544, time: 0.302, data: 0.021) G_GAN: 3.987 G_L1: 5.484 D_real: 0.052 D_fake: 0.062 +(epoch: 17, iters: 29644, time: 0.301, data: 0.018) G_GAN: 3.729 G_L1: 6.987 D_real: 0.512 D_fake: 0.057 +(epoch: 17, iters: 29744, time: 0.546, data: 0.018) G_GAN: 4.544 G_L1: 4.083 D_real: 0.102 D_fake: 0.044 +(epoch: 17, iters: 29844, time: 0.290, data: 0.019) G_GAN: 2.861 G_L1: 4.073 D_real: 0.037 D_fake: 0.336 +(epoch: 17, iters: 29944, time: 0.302, data: 0.016) G_GAN: 3.813 G_L1: 4.828 D_real: 0.066 D_fake: 0.071 +(epoch: 17, iters: 30044, time: 0.297, data: 0.018) G_GAN: 3.451 G_L1: 3.619 D_real: 0.100 D_fake: 0.049 +(epoch: 17, iters: 30144, time: 0.426, data: 0.023) G_GAN: 3.355 G_L1: 4.998 D_real: 0.352 D_fake: 0.058 +(epoch: 17, iters: 30244, time: 0.300, data: 0.019) G_GAN: 3.272 G_L1: 3.782 D_real: 0.003 D_fake: 0.123 +(epoch: 17, iters: 30344, time: 0.292, data: 0.018) G_GAN: 3.197 G_L1: 3.607 D_real: 0.168 D_fake: 0.254 +(epoch: 17, iters: 30444, time: 0.301, data: 0.021) G_GAN: 3.859 G_L1: 3.613 D_real: 0.028 D_fake: 0.306 +(epoch: 17, iters: 30544, time: 0.416, data: 0.020) G_GAN: 4.011 G_L1: 5.632 D_real: 0.237 D_fake: 0.109 +(epoch: 17, iters: 30644, time: 0.305, data: 0.020) G_GAN: 4.944 G_L1: 3.174 D_real: 0.031 D_fake: 0.147 +(epoch: 17, iters: 30744, time: 0.288, data: 0.018) G_GAN: 3.840 G_L1: 3.150 D_real: 0.682 D_fake: 0.016 +(epoch: 17, iters: 30844, time: 0.303, data: 0.017) G_GAN: 3.217 G_L1: 3.711 D_real: 0.088 D_fake: 0.197 +(epoch: 17, iters: 30944, time: 0.421, data: 0.018) G_GAN: 4.023 G_L1: 4.726 D_real: 0.239 D_fake: 0.198 +(epoch: 17, iters: 31044, time: 0.296, data: 0.022) G_GAN: 4.186 G_L1: 4.924 D_real: 0.134 D_fake: 0.039 +(epoch: 17, iters: 31144, time: 0.299, data: 0.018) G_GAN: 2.711 G_L1: 3.876 D_real: 0.119 D_fake: 0.164 +(epoch: 17, iters: 31244, time: 0.302, data: 0.017) G_GAN: 3.921 G_L1: 6.281 D_real: 0.007 D_fake: 0.109 +(epoch: 17, iters: 31344, time: 0.420, data: 0.018) G_GAN: 3.070 G_L1: 5.388 D_real: 0.035 D_fake: 0.199 +(epoch: 17, iters: 31444, time: 0.295, data: 0.020) G_GAN: 1.474 G_L1: 4.561 D_real: 0.601 D_fake: 0.300 +(epoch: 17, iters: 31544, time: 0.290, data: 0.017) G_GAN: 3.686 G_L1: 4.607 D_real: 0.011 D_fake: 0.199 +(epoch: 17, iters: 31644, time: 0.305, data: 0.017) G_GAN: 2.922 G_L1: 5.434 D_real: 0.293 D_fake: 1.066 +(epoch: 17, iters: 31744, time: 0.557, data: 0.018) G_GAN: 2.555 G_L1: 5.280 D_real: 0.249 D_fake: 0.151 +(epoch: 17, iters: 31844, time: 0.298, data: 0.020) G_GAN: 3.714 G_L1: 3.947 D_real: 0.049 D_fake: 0.126 +(epoch: 17, iters: 31944, time: 0.305, data: 0.016) G_GAN: 3.217 G_L1: 4.404 D_real: 0.018 D_fake: 0.125 +(epoch: 17, iters: 32044, time: 0.296, data: 0.022) G_GAN: 3.950 G_L1: 6.532 D_real: 0.026 D_fake: 0.170 +(epoch: 17, iters: 32144, time: 0.417, data: 0.015) G_GAN: 6.543 G_L1: 5.332 D_real: 0.018 D_fake: 0.745 +(epoch: 17, iters: 32244, time: 0.297, data: 0.019) G_GAN: 3.996 G_L1: 4.293 D_real: 0.197 D_fake: 0.099 +(epoch: 17, iters: 32344, time: 0.298, data: 0.016) G_GAN: 3.723 G_L1: 3.912 D_real: 0.059 D_fake: 0.065 +(epoch: 17, iters: 32444, time: 0.302, data: 0.018) G_GAN: 2.421 G_L1: 5.050 D_real: 0.296 D_fake: 0.111 +(epoch: 17, iters: 32544, time: 0.415, data: 0.019) G_GAN: 2.311 G_L1: 3.933 D_real: 0.010 D_fake: 0.176 +(epoch: 17, iters: 32644, time: 0.303, data: 0.020) G_GAN: 3.969 G_L1: 4.904 D_real: 0.089 D_fake: 0.312 +(epoch: 17, iters: 32744, time: 0.309, data: 0.018) G_GAN: 3.666 G_L1: 4.333 D_real: 0.014 D_fake: 0.198 +(epoch: 17, iters: 32844, time: 0.293, data: 0.018) G_GAN: 4.546 G_L1: 7.438 D_real: 0.007 D_fake: 0.115 +(epoch: 17, iters: 32944, time: 0.423, data: 0.019) G_GAN: 2.845 G_L1: 3.840 D_real: 0.319 D_fake: 0.063 +(epoch: 17, iters: 33044, time: 0.291, data: 0.019) G_GAN: 4.857 G_L1: 5.958 D_real: 0.102 D_fake: 0.053 +(epoch: 17, iters: 33144, time: 0.307, data: 0.016) G_GAN: 5.758 G_L1: 4.640 D_real: 0.020 D_fake: 0.124 +(epoch: 17, iters: 33244, time: 0.301, data: 0.018) G_GAN: 4.565 G_L1: 5.167 D_real: 0.006 D_fake: 0.796 +(epoch: 17, iters: 33344, time: 0.414, data: 0.017) G_GAN: 4.052 G_L1: 4.685 D_real: 0.024 D_fake: 0.104 +(epoch: 17, iters: 33444, time: 0.306, data: 0.018) G_GAN: 4.835 G_L1: 5.449 D_real: 0.206 D_fake: 0.035 +(epoch: 17, iters: 33544, time: 0.303, data: 0.020) G_GAN: 2.821 G_L1: 2.947 D_real: 0.150 D_fake: 0.311 +(epoch: 17, iters: 33644, time: 0.289, data: 0.020) G_GAN: 4.438 G_L1: 4.574 D_real: 0.105 D_fake: 0.023 +(epoch: 17, iters: 33744, time: 0.542, data: 0.016) G_GAN: 2.263 G_L1: 5.284 D_real: 0.515 D_fake: 0.081 +(epoch: 17, iters: 33844, time: 0.285, data: 0.019) G_GAN: 3.197 G_L1: 6.394 D_real: 0.164 D_fake: 0.058 +(epoch: 17, iters: 33944, time: 0.300, data: 0.017) G_GAN: 4.215 G_L1: 6.139 D_real: 0.410 D_fake: 0.013 +(epoch: 17, iters: 34044, time: 0.304, data: 0.023) G_GAN: 3.982 G_L1: 4.914 D_real: 0.018 D_fake: 0.324 +(epoch: 17, iters: 34144, time: 0.392, data: 0.016) G_GAN: 2.410 G_L1: 3.790 D_real: 0.056 D_fake: 0.562 +(epoch: 17, iters: 34244, time: 0.300, data: 0.018) G_GAN: 2.747 G_L1: 4.187 D_real: 0.090 D_fake: 0.140 +(epoch: 17, iters: 34344, time: 0.295, data: 0.016) G_GAN: 2.556 G_L1: 3.763 D_real: 0.022 D_fake: 0.493 +(epoch: 17, iters: 34444, time: 0.296, data: 0.017) G_GAN: 3.402 G_L1: 4.585 D_real: 0.007 D_fake: 0.326 +(epoch: 17, iters: 34544, time: 0.410, data: 0.020) G_GAN: 2.680 G_L1: 3.855 D_real: 0.282 D_fake: 0.190 +(epoch: 17, iters: 34644, time: 0.301, data: 0.018) G_GAN: 2.889 G_L1: 4.463 D_real: 0.261 D_fake: 0.131 +(epoch: 17, iters: 34744, time: 0.298, data: 0.020) G_GAN: 3.469 G_L1: 3.673 D_real: 0.190 D_fake: 0.149 +(epoch: 17, iters: 34844, time: 0.287, data: 0.020) G_GAN: 2.929 G_L1: 4.051 D_real: 0.080 D_fake: 0.189 +(epoch: 17, iters: 34944, time: 0.421, data: 0.016) G_GAN: 2.696 G_L1: 4.501 D_real: 0.158 D_fake: 0.119 +(epoch: 17, iters: 35044, time: 0.297, data: 0.020) G_GAN: 3.319 G_L1: 5.257 D_real: 0.054 D_fake: 0.070 +(epoch: 17, iters: 35144, time: 0.284, data: 0.015) G_GAN: 2.328 G_L1: 4.335 D_real: 0.775 D_fake: 0.286 +(epoch: 17, iters: 35244, time: 0.303, data: 0.020) G_GAN: 5.025 G_L1: 5.871 D_real: 0.055 D_fake: 0.150 +(epoch: 17, iters: 35344, time: 0.397, data: 0.019) G_GAN: 2.129 G_L1: 3.618 D_real: 0.209 D_fake: 0.474 +(epoch: 17, iters: 35444, time: 0.305, data: 0.018) G_GAN: 3.826 G_L1: 3.358 D_real: 0.279 D_fake: 0.031 +(epoch: 17, iters: 35544, time: 0.305, data: 0.017) G_GAN: 1.666 G_L1: 3.658 D_real: 0.000 D_fake: 0.326 +(epoch: 17, iters: 35644, time: 0.302, data: 0.020) G_GAN: 3.201 G_L1: 3.914 D_real: 0.062 D_fake: 0.159 +(epoch: 17, iters: 35744, time: 0.552, data: 0.020) G_GAN: 3.838 G_L1: 5.959 D_real: 0.072 D_fake: 0.798 +(epoch: 17, iters: 35844, time: 0.299, data: 0.017) G_GAN: 4.472 G_L1: 4.280 D_real: 0.058 D_fake: 0.108 +(epoch: 17, iters: 35944, time: 0.306, data: 0.020) G_GAN: 4.450 G_L1: 6.833 D_real: 0.084 D_fake: 0.022 +(epoch: 17, iters: 36044, time: 0.299, data: 0.018) G_GAN: 2.668 G_L1: 4.057 D_real: 0.073 D_fake: 0.200 +(epoch: 17, iters: 36144, time: 0.414, data: 0.023) G_GAN: 2.942 G_L1: 3.297 D_real: 0.296 D_fake: 0.426 +(epoch: 17, iters: 36244, time: 0.298, data: 0.019) G_GAN: 2.941 G_L1: 3.251 D_real: 0.205 D_fake: 0.583 +(epoch: 17, iters: 36344, time: 0.302, data: 0.017) G_GAN: 4.628 G_L1: 3.667 D_real: 0.171 D_fake: 0.051 +(epoch: 17, iters: 36444, time: 0.305, data: 0.019) G_GAN: 4.053 G_L1: 4.258 D_real: 0.083 D_fake: 1.730 +(epoch: 17, iters: 36544, time: 0.423, data: 0.017) G_GAN: 3.331 G_L1: 3.933 D_real: 0.057 D_fake: 0.210 +(epoch: 17, iters: 36644, time: 0.301, data: 0.020) G_GAN: 4.261 G_L1: 4.618 D_real: 1.112 D_fake: 0.028 +(epoch: 17, iters: 36744, time: 0.302, data: 0.019) G_GAN: 5.109 G_L1: 3.883 D_real: 0.190 D_fake: 0.116 +(epoch: 17, iters: 36844, time: 0.297, data: 0.018) G_GAN: 2.894 G_L1: 4.194 D_real: 0.438 D_fake: 0.073 +(epoch: 17, iters: 36944, time: 0.389, data: 0.019) G_GAN: 3.026 G_L1: 2.952 D_real: 0.900 D_fake: 0.026 +(epoch: 17, iters: 37044, time: 0.296, data: 0.018) G_GAN: 3.331 G_L1: 2.765 D_real: 0.143 D_fake: 0.178 +(epoch: 17, iters: 37144, time: 0.304, data: 0.017) G_GAN: 3.574 G_L1: 3.997 D_real: 0.002 D_fake: 1.204 +(epoch: 17, iters: 37244, time: 0.294, data: 0.018) G_GAN: 3.215 G_L1: 6.136 D_real: 0.197 D_fake: 0.176 +(epoch: 17, iters: 37344, time: 0.400, data: 0.016) G_GAN: 3.418 G_L1: 4.313 D_real: 0.026 D_fake: 0.192 +(epoch: 17, iters: 37444, time: 0.303, data: 0.020) G_GAN: 3.286 G_L1: 6.154 D_real: 0.166 D_fake: 0.142 +(epoch: 17, iters: 37544, time: 0.300, data: 0.019) G_GAN: 4.002 G_L1: 4.501 D_real: 0.039 D_fake: 0.437 +(epoch: 17, iters: 37644, time: 0.292, data: 0.018) G_GAN: 3.863 G_L1: 3.984 D_real: 0.099 D_fake: 0.226 +(epoch: 17, iters: 37744, time: 0.495, data: 0.021) G_GAN: 4.729 G_L1: 2.311 D_real: 0.116 D_fake: 0.029 +(epoch: 17, iters: 37844, time: 0.290, data: 0.017) G_GAN: 4.425 G_L1: 2.661 D_real: 0.277 D_fake: 0.015 +(epoch: 17, iters: 37944, time: 0.301, data: 0.017) G_GAN: 4.053 G_L1: 5.802 D_real: 0.192 D_fake: 0.636 +(epoch: 17, iters: 38044, time: 0.287, data: 0.019) G_GAN: 3.227 G_L1: 6.690 D_real: 0.003 D_fake: 0.538 +(epoch: 17, iters: 38144, time: 0.415, data: 0.016) G_GAN: 3.180 G_L1: 5.370 D_real: 0.484 D_fake: 0.058 +(epoch: 17, iters: 38244, time: 0.297, data: 0.018) G_GAN: 3.389 G_L1: 3.724 D_real: 0.308 D_fake: 0.088 +(epoch: 17, iters: 38344, time: 0.301, data: 0.019) G_GAN: 3.705 G_L1: 3.182 D_real: 0.013 D_fake: 0.139 +(epoch: 17, iters: 38444, time: 0.296, data: 0.017) G_GAN: 3.560 G_L1: 3.431 D_real: 0.213 D_fake: 0.359 +(epoch: 17, iters: 38544, time: 0.421, data: 0.020) G_GAN: 3.940 G_L1: 2.650 D_real: 0.071 D_fake: 0.628 +(epoch: 17, iters: 38644, time: 0.303, data: 0.018) G_GAN: 2.927 G_L1: 2.498 D_real: 0.517 D_fake: 0.132 +(epoch: 17, iters: 38744, time: 0.303, data: 0.018) G_GAN: 5.570 G_L1: 4.440 D_real: 0.082 D_fake: 0.017 +(epoch: 17, iters: 38844, time: 0.302, data: 0.016) G_GAN: 3.550 G_L1: 5.275 D_real: 0.416 D_fake: 0.099 +(epoch: 17, iters: 38944, time: 0.409, data: 0.017) G_GAN: 3.556 G_L1: 4.727 D_real: 0.969 D_fake: 0.255 +(epoch: 17, iters: 39044, time: 0.301, data: 0.018) G_GAN: 3.130 G_L1: 3.627 D_real: 0.322 D_fake: 0.067 +(epoch: 17, iters: 39144, time: 0.296, data: 0.018) G_GAN: 4.207 G_L1: 4.936 D_real: 0.374 D_fake: 0.123 +(epoch: 17, iters: 39244, time: 0.291, data: 0.019) G_GAN: 2.776 G_L1: 3.170 D_real: 0.097 D_fake: 0.409 +(epoch: 17, iters: 39344, time: 0.410, data: 0.017) G_GAN: 2.955 G_L1: 3.160 D_real: 0.396 D_fake: 0.115 +(epoch: 17, iters: 39444, time: 0.295, data: 0.021) G_GAN: 2.500 G_L1: 3.028 D_real: 0.150 D_fake: 0.031 +(epoch: 17, iters: 39544, time: 0.303, data: 0.018) G_GAN: 4.421 G_L1: 4.285 D_real: 0.006 D_fake: 0.182 +(epoch: 17, iters: 39644, time: 0.306, data: 0.018) G_GAN: 4.810 G_L1: 3.819 D_real: 0.020 D_fake: 0.143 +(epoch: 17, iters: 39744, time: 0.516, data: 0.017) G_GAN: 3.658 G_L1: 5.707 D_real: 0.059 D_fake: 0.067 +(epoch: 17, iters: 39844, time: 0.304, data: 0.019) G_GAN: 3.301 G_L1: 3.378 D_real: 0.037 D_fake: 0.174 +(epoch: 17, iters: 39944, time: 0.294, data: 0.017) G_GAN: 6.674 G_L1: 3.925 D_real: 0.133 D_fake: 0.006 +(epoch: 17, iters: 40044, time: 0.295, data: 0.015) G_GAN: 3.335 G_L1: 3.472 D_real: 0.256 D_fake: 0.083 +(epoch: 17, iters: 40144, time: 0.384, data: 0.016) G_GAN: 3.854 G_L1: 3.879 D_real: 0.252 D_fake: 0.060 +(epoch: 17, iters: 40244, time: 0.296, data: 0.016) G_GAN: 3.066 G_L1: 3.217 D_real: 0.127 D_fake: 0.188 +(epoch: 17, iters: 40344, time: 0.299, data: 0.016) G_GAN: 4.599 G_L1: 5.328 D_real: 0.077 D_fake: 0.332 +(epoch: 17, iters: 40444, time: 0.296, data: 0.017) G_GAN: 1.997 G_L1: 2.372 D_real: 0.640 D_fake: 0.379 +(epoch: 17, iters: 40544, time: 0.385, data: 0.018) G_GAN: 3.389 G_L1: 3.443 D_real: 0.077 D_fake: 0.249 +(epoch: 17, iters: 40644, time: 0.296, data: 0.023) G_GAN: 3.835 G_L1: 3.640 D_real: 0.192 D_fake: 0.443 +(epoch: 17, iters: 40744, time: 0.301, data: 0.017) G_GAN: 3.436 G_L1: 4.927 D_real: 0.216 D_fake: 0.365 +(epoch: 17, iters: 40844, time: 0.302, data: 0.016) G_GAN: 6.003 G_L1: 6.983 D_real: 0.130 D_fake: 0.564 +(epoch: 17, iters: 40944, time: 0.418, data: 0.017) G_GAN: 3.978 G_L1: 3.815 D_real: 0.051 D_fake: 0.228 +(epoch: 17, iters: 41044, time: 0.289, data: 0.017) G_GAN: 3.409 G_L1: 4.400 D_real: 0.213 D_fake: 0.154 +(epoch: 17, iters: 41144, time: 0.301, data: 0.016) G_GAN: 4.968 G_L1: 4.270 D_real: 0.031 D_fake: 0.248 +(epoch: 17, iters: 41244, time: 0.296, data: 0.019) G_GAN: 2.083 G_L1: 2.385 D_real: 0.211 D_fake: 0.528 +(epoch: 17, iters: 41344, time: 0.411, data: 0.018) G_GAN: 2.664 G_L1: 4.330 D_real: 0.198 D_fake: 0.157 +(epoch: 17, iters: 41444, time: 0.299, data: 0.018) G_GAN: 3.939 G_L1: 4.607 D_real: 0.068 D_fake: 0.516 +(epoch: 17, iters: 41544, time: 0.302, data: 0.021) G_GAN: 2.441 G_L1: 4.637 D_real: 0.443 D_fake: 0.111 +(epoch: 17, iters: 41644, time: 0.290, data: 0.017) G_GAN: 3.405 G_L1: 2.873 D_real: 0.165 D_fake: 0.053 +(epoch: 17, iters: 41744, time: 0.553, data: 0.016) G_GAN: 3.994 G_L1: 5.016 D_real: 0.009 D_fake: 0.063 +(epoch: 17, iters: 41844, time: 0.290, data: 0.019) G_GAN: 3.412 G_L1: 3.937 D_real: 0.205 D_fake: 0.085 +(epoch: 17, iters: 41944, time: 0.293, data: 0.016) G_GAN: 4.428 G_L1: 5.531 D_real: 0.072 D_fake: 0.039 +(epoch: 17, iters: 42044, time: 0.289, data: 0.017) G_GAN: 3.026 G_L1: 3.461 D_real: 0.304 D_fake: 0.065 +(epoch: 17, iters: 42144, time: 0.401, data: 0.016) G_GAN: 3.153 G_L1: 2.767 D_real: 0.160 D_fake: 0.199 +(epoch: 17, iters: 42244, time: 0.302, data: 0.018) G_GAN: 2.601 G_L1: 2.514 D_real: 0.421 D_fake: 0.061 +(epoch: 17, iters: 42344, time: 0.281, data: 0.016) G_GAN: 3.964 G_L1: 4.022 D_real: 0.048 D_fake: 0.178 +(epoch: 17, iters: 42444, time: 0.305, data: 0.016) G_GAN: 3.669 G_L1: 3.150 D_real: 0.324 D_fake: 0.033 +(epoch: 17, iters: 42544, time: 0.401, data: 0.016) G_GAN: 4.252 G_L1: 4.031 D_real: 0.098 D_fake: 0.492 +(epoch: 17, iters: 42644, time: 0.288, data: 0.019) G_GAN: 4.863 G_L1: 5.064 D_real: 0.004 D_fake: 0.165 +(epoch: 17, iters: 42744, time: 0.303, data: 0.017) G_GAN: 4.447 G_L1: 5.907 D_real: 0.006 D_fake: 0.170 +(epoch: 17, iters: 42844, time: 0.301, data: 0.017) G_GAN: 3.256 G_L1: 4.132 D_real: 0.721 D_fake: 0.153 +(epoch: 17, iters: 42944, time: 0.380, data: 0.022) G_GAN: 3.537 G_L1: 3.460 D_real: 0.192 D_fake: 0.331 +(epoch: 17, iters: 43044, time: 0.301, data: 0.019) G_GAN: 3.105 G_L1: 3.987 D_real: 0.475 D_fake: 0.047 +(epoch: 17, iters: 43144, time: 0.276, data: 0.017) G_GAN: 4.048 G_L1: 4.064 D_real: 0.002 D_fake: 0.114 +(epoch: 17, iters: 43244, time: 0.302, data: 0.017) G_GAN: 5.360 G_L1: 6.131 D_real: 0.006 D_fake: 0.076 +(epoch: 17, iters: 43344, time: 0.420, data: 0.015) G_GAN: 5.755 G_L1: 4.759 D_real: 0.174 D_fake: 0.026 +(epoch: 17, iters: 43444, time: 0.293, data: 0.019) G_GAN: 2.273 G_L1: 7.663 D_real: 0.922 D_fake: 0.507 +(epoch: 17, iters: 43544, time: 0.301, data: 0.017) G_GAN: 2.980 G_L1: 3.075 D_real: 0.370 D_fake: 0.076 +(epoch: 17, iters: 43644, time: 0.303, data: 0.017) G_GAN: 4.604 G_L1: 4.292 D_real: 0.043 D_fake: 0.307 +(epoch: 17, iters: 43744, time: 0.535, data: 0.018) G_GAN: 3.413 G_L1: 3.587 D_real: 0.063 D_fake: 0.100 +(epoch: 17, iters: 43844, time: 0.294, data: 0.019) G_GAN: 2.176 G_L1: 3.307 D_real: 0.857 D_fake: 0.132 +(epoch: 17, iters: 43944, time: 0.281, data: 0.016) G_GAN: 3.122 G_L1: 4.482 D_real: 0.184 D_fake: 0.146 +(epoch: 17, iters: 44044, time: 0.296, data: 0.016) G_GAN: 3.086 G_L1: 3.280 D_real: 0.006 D_fake: 0.560 +(epoch: 17, iters: 44144, time: 0.379, data: 0.017) G_GAN: 2.570 G_L1: 3.268 D_real: 0.310 D_fake: 0.075 +(epoch: 17, iters: 44244, time: 0.295, data: 0.017) G_GAN: 3.414 G_L1: 4.871 D_real: 0.954 D_fake: 0.006 +(epoch: 17, iters: 44344, time: 0.312, data: 0.019) G_GAN: 4.121 G_L1: 2.887 D_real: 0.173 D_fake: 0.047 +(epoch: 17, iters: 44444, time: 0.291, data: 0.017) G_GAN: 2.959 G_L1: 3.089 D_real: 0.125 D_fake: 0.177 +(epoch: 17, iters: 44544, time: 0.415, data: 0.019) G_GAN: 2.864 G_L1: 4.252 D_real: 0.906 D_fake: 0.047 +(epoch: 17, iters: 44644, time: 0.287, data: 0.028) G_GAN: 6.262 G_L1: 5.228 D_real: 0.009 D_fake: 0.025 +(epoch: 17, iters: 44744, time: 0.300, data: 0.015) G_GAN: 5.540 G_L1: 4.950 D_real: 0.121 D_fake: 0.324 +(epoch: 17, iters: 44844, time: 0.293, data: 0.029) G_GAN: 3.743 G_L1: 5.218 D_real: 0.097 D_fake: 0.156 +(epoch: 17, iters: 44944, time: 0.396, data: 0.015) G_GAN: 1.994 G_L1: 2.329 D_real: 0.604 D_fake: 0.190 +(epoch: 17, iters: 45044, time: 0.294, data: 0.017) G_GAN: 4.151 G_L1: 3.505 D_real: 0.121 D_fake: 0.272 +(epoch: 17, iters: 45144, time: 0.286, data: 0.017) G_GAN: 5.220 G_L1: 3.891 D_real: 0.002 D_fake: 0.021 +(epoch: 17, iters: 45244, time: 0.290, data: 0.015) G_GAN: 3.747 G_L1: 3.180 D_real: 0.040 D_fake: 0.349 +(epoch: 17, iters: 45344, time: 0.420, data: 0.015) G_GAN: 5.760 G_L1: 5.276 D_real: 0.002 D_fake: 0.017 +(epoch: 17, iters: 45444, time: 0.293, data: 0.019) G_GAN: 4.268 G_L1: 2.964 D_real: 0.233 D_fake: 0.042 +(epoch: 17, iters: 45544, time: 0.302, data: 0.017) G_GAN: 3.981 G_L1: 3.869 D_real: 0.136 D_fake: 0.067 +(epoch: 17, iters: 45644, time: 0.289, data: 0.017) G_GAN: 3.345 G_L1: 2.789 D_real: 0.061 D_fake: 0.569 +(epoch: 17, iters: 45744, time: 0.497, data: 0.015) G_GAN: 3.584 G_L1: 2.291 D_real: 0.151 D_fake: 0.126 +(epoch: 17, iters: 45844, time: 0.295, data: 0.018) G_GAN: 2.636 G_L1: 4.242 D_real: 0.303 D_fake: 0.102 +(epoch: 17, iters: 45944, time: 0.289, data: 0.018) G_GAN: 3.872 G_L1: 3.016 D_real: 0.307 D_fake: 0.177 +(epoch: 17, iters: 46044, time: 0.286, data: 0.018) G_GAN: 3.552 G_L1: 3.075 D_real: 0.177 D_fake: 0.538 +(epoch: 17, iters: 46144, time: 0.410, data: 0.016) G_GAN: 9.427 G_L1: 9.299 D_real: 0.087 D_fake: 1.924 +(epoch: 17, iters: 46244, time: 0.299, data: 0.017) G_GAN: 5.413 G_L1: 4.960 D_real: 0.012 D_fake: 0.202 +(epoch: 17, iters: 46344, time: 0.298, data: 0.017) G_GAN: 3.626 G_L1: 3.450 D_real: 0.410 D_fake: 0.068 +(epoch: 17, iters: 46444, time: 0.295, data: 0.018) G_GAN: 3.609 G_L1: 3.874 D_real: 0.765 D_fake: 0.022 +(epoch: 17, iters: 46544, time: 0.402, data: 0.017) G_GAN: 3.474 G_L1: 3.803 D_real: 0.072 D_fake: 0.602 +(epoch: 17, iters: 46644, time: 0.290, data: 0.019) G_GAN: 3.608 G_L1: 3.628 D_real: 0.102 D_fake: 0.211 +(epoch: 17, iters: 46744, time: 0.295, data: 0.017) G_GAN: 3.963 G_L1: 7.211 D_real: 0.134 D_fake: 0.094 +(epoch: 17, iters: 46844, time: 0.297, data: 0.020) G_GAN: 2.747 G_L1: 3.185 D_real: 0.380 D_fake: 0.079 +(epoch: 17, iters: 46944, time: 0.409, data: 0.019) G_GAN: 2.876 G_L1: 3.841 D_real: 0.387 D_fake: 0.391 +(epoch: 17, iters: 47044, time: 0.299, data: 0.020) G_GAN: 3.247 G_L1: 3.623 D_real: 0.074 D_fake: 0.330 +(epoch: 17, iters: 47144, time: 0.294, data: 0.016) G_GAN: 2.912 G_L1: 4.760 D_real: 0.582 D_fake: 0.156 +(epoch: 17, iters: 47244, time: 0.283, data: 0.017) G_GAN: 2.889 G_L1: 3.272 D_real: 0.269 D_fake: 0.144 +(epoch: 17, iters: 47344, time: 0.412, data: 0.017) G_GAN: 2.959 G_L1: 3.212 D_real: 0.104 D_fake: 0.157 +(epoch: 17, iters: 47444, time: 0.290, data: 0.018) G_GAN: 2.103 G_L1: 3.626 D_real: 1.370 D_fake: 0.081 +(epoch: 17, iters: 47544, time: 0.278, data: 0.019) G_GAN: 5.319 G_L1: 3.877 D_real: 0.225 D_fake: 0.009 +(epoch: 17, iters: 47644, time: 0.308, data: 0.014) G_GAN: 3.188 G_L1: 3.485 D_real: 0.060 D_fake: 0.239 +(epoch: 17, iters: 47744, time: 0.503, data: 0.017) G_GAN: 3.445 G_L1: 3.102 D_real: 0.425 D_fake: 0.066 +(epoch: 17, iters: 47844, time: 0.283, data: 0.019) G_GAN: 3.407 G_L1: 4.399 D_real: 0.193 D_fake: 0.194 +(epoch: 17, iters: 47944, time: 0.292, data: 0.018) G_GAN: 2.347 G_L1: 2.993 D_real: 0.574 D_fake: 0.316 +(epoch: 17, iters: 48044, time: 0.300, data: 0.015) G_GAN: 5.560 G_L1: 6.521 D_real: 0.091 D_fake: 0.057 +(epoch: 17, iters: 48144, time: 0.413, data: 0.017) G_GAN: 4.372 G_L1: 9.791 D_real: 0.292 D_fake: 0.072 +(epoch: 17, iters: 48244, time: 0.297, data: 0.018) G_GAN: 3.180 G_L1: 3.760 D_real: 0.130 D_fake: 0.221 +(epoch: 17, iters: 48344, time: 0.298, data: 0.020) G_GAN: 3.657 G_L1: 3.752 D_real: 0.569 D_fake: 0.054 +(epoch: 17, iters: 48444, time: 0.294, data: 0.016) G_GAN: 2.673 G_L1: 3.845 D_real: 0.487 D_fake: 0.346 +(epoch: 17, iters: 48544, time: 0.373, data: 0.022) G_GAN: 3.127 G_L1: 3.195 D_real: 0.155 D_fake: 0.230 +(epoch: 17, iters: 48644, time: 0.300, data: 0.020) G_GAN: 3.550 G_L1: 3.671 D_real: 0.175 D_fake: 0.701 +(epoch: 17, iters: 48744, time: 0.290, data: 0.018) G_GAN: 2.973 G_L1: 4.628 D_real: 0.012 D_fake: 0.615 +(epoch: 17, iters: 48844, time: 0.283, data: 0.016) G_GAN: 3.656 G_L1: 4.179 D_real: 0.398 D_fake: 0.038 +(epoch: 17, iters: 48944, time: 0.411, data: 0.016) G_GAN: 2.869 G_L1: 3.395 D_real: 0.100 D_fake: 0.116 +(epoch: 17, iters: 49044, time: 0.298, data: 0.018) G_GAN: 3.164 G_L1: 3.457 D_real: 0.026 D_fake: 0.413 +(epoch: 17, iters: 49144, time: 0.296, data: 0.020) G_GAN: 4.931 G_L1: 3.846 D_real: 0.220 D_fake: 0.114 +(epoch: 17, iters: 49244, time: 0.296, data: 0.019) G_GAN: 2.850 G_L1: 4.183 D_real: 0.160 D_fake: 0.381 +(epoch: 17, iters: 49344, time: 0.404, data: 0.018) G_GAN: 3.118 G_L1: 3.573 D_real: 0.097 D_fake: 0.219 +(epoch: 17, iters: 49444, time: 0.296, data: 0.017) G_GAN: 3.023 G_L1: 3.655 D_real: 0.255 D_fake: 0.334 +(epoch: 17, iters: 49544, time: 0.284, data: 0.016) G_GAN: 4.302 G_L1: 3.317 D_real: 0.352 D_fake: 0.021 +(epoch: 17, iters: 49644, time: 0.279, data: 0.016) G_GAN: 2.305 G_L1: 5.166 D_real: 0.193 D_fake: 0.201 +(epoch: 17, iters: 49744, time: 0.552, data: 0.019) G_GAN: 2.636 G_L1: 4.414 D_real: 0.430 D_fake: 0.136 +(epoch: 17, iters: 49844, time: 0.296, data: 0.019) G_GAN: 2.820 G_L1: 3.461 D_real: 0.211 D_fake: 0.118 +(epoch: 17, iters: 49944, time: 0.297, data: 0.016) G_GAN: 2.998 G_L1: 3.592 D_real: 0.165 D_fake: 0.094 +(epoch: 17, iters: 50044, time: 0.294, data: 0.016) G_GAN: 3.003 G_L1: 2.583 D_real: 0.901 D_fake: 0.037 +(epoch: 17, iters: 50144, time: 0.420, data: 0.019) G_GAN: 3.899 G_L1: 4.465 D_real: 0.014 D_fake: 1.643 +(epoch: 17, iters: 50244, time: 0.295, data: 0.018) G_GAN: 4.782 G_L1: 4.874 D_real: 0.071 D_fake: 0.091 +(epoch: 17, iters: 50344, time: 0.297, data: 0.017) G_GAN: 2.028 G_L1: 3.119 D_real: 0.299 D_fake: 0.191 +(epoch: 17, iters: 50444, time: 0.297, data: 0.019) G_GAN: 3.261 G_L1: 3.009 D_real: 0.235 D_fake: 0.095 +(epoch: 17, iters: 50544, time: 0.412, data: 0.019) G_GAN: 3.931 G_L1: 4.578 D_real: 0.144 D_fake: 0.060 +(epoch: 17, iters: 50644, time: 0.301, data: 0.018) G_GAN: 2.597 G_L1: 3.160 D_real: 0.340 D_fake: 0.105 +(epoch: 17, iters: 50744, time: 0.309, data: 0.017) G_GAN: 3.043 G_L1: 3.168 D_real: 0.664 D_fake: 0.101 +(epoch: 17, iters: 50844, time: 0.295, data: 0.018) G_GAN: 3.199 G_L1: 6.250 D_real: 0.179 D_fake: 0.360 +(epoch: 17, iters: 50944, time: 0.402, data: 0.018) G_GAN: 2.441 G_L1: 2.010 D_real: 0.390 D_fake: 0.200 +(epoch: 17, iters: 51044, time: 0.291, data: 0.018) G_GAN: 3.915 G_L1: 5.217 D_real: 0.070 D_fake: 0.144 +(epoch: 17, iters: 51144, time: 0.276, data: 0.015) G_GAN: 3.665 G_L1: 4.326 D_real: 0.045 D_fake: 0.089 +(epoch: 17, iters: 51244, time: 0.297, data: 0.015) G_GAN: 4.469 G_L1: 4.240 D_real: 0.044 D_fake: 0.408 +(epoch: 17, iters: 51344, time: 0.416, data: 0.020) G_GAN: 2.316 G_L1: 2.701 D_real: 0.447 D_fake: 0.335 +(epoch: 17, iters: 51444, time: 0.297, data: 0.019) G_GAN: 6.190 G_L1: 3.897 D_real: 0.037 D_fake: 0.022 +(epoch: 17, iters: 51544, time: 0.295, data: 0.016) G_GAN: 4.497 G_L1: 3.645 D_real: 0.020 D_fake: 0.427 +(epoch: 17, iters: 51644, time: 0.296, data: 0.016) G_GAN: 1.913 G_L1: 4.313 D_real: 0.840 D_fake: 0.127 +(epoch: 17, iters: 51744, time: 0.498, data: 0.016) G_GAN: 3.438 G_L1: 3.492 D_real: 0.025 D_fake: 0.287 +(epoch: 17, iters: 51844, time: 0.299, data: 0.018) G_GAN: 3.719 G_L1: 5.207 D_real: 0.289 D_fake: 0.044 +(epoch: 17, iters: 51944, time: 0.291, data: 0.017) G_GAN: 5.336 G_L1: 4.972 D_real: 0.455 D_fake: 0.022 +(epoch: 17, iters: 52044, time: 0.303, data: 0.015) G_GAN: 4.517 G_L1: 4.034 D_real: 0.092 D_fake: 0.038 +(epoch: 17, iters: 52144, time: 0.370, data: 0.016) G_GAN: 4.026 G_L1: 5.442 D_real: 0.002 D_fake: 0.076 +(epoch: 17, iters: 52244, time: 0.294, data: 0.017) G_GAN: 2.029 G_L1: 4.008 D_real: 0.993 D_fake: 0.131 +(epoch: 17, iters: 52344, time: 0.298, data: 0.015) G_GAN: 3.669 G_L1: 4.376 D_real: 0.360 D_fake: 0.134 +(epoch: 17, iters: 52444, time: 0.302, data: 0.016) G_GAN: 3.386 G_L1: 2.964 D_real: 0.140 D_fake: 0.125 +(epoch: 17, iters: 52544, time: 0.415, data: 0.017) G_GAN: 5.198 G_L1: 4.996 D_real: 0.438 D_fake: 0.450 +(epoch: 17, iters: 52644, time: 0.299, data: 0.018) G_GAN: 3.019 G_L1: 3.285 D_real: 0.068 D_fake: 0.197 +(epoch: 17, iters: 52744, time: 0.308, data: 0.017) G_GAN: 2.726 G_L1: 6.442 D_real: 0.471 D_fake: 0.083 +(epoch: 17, iters: 52844, time: 0.299, data: 0.018) G_GAN: 3.318 G_L1: 3.949 D_real: 0.244 D_fake: 0.087 +(epoch: 17, iters: 52944, time: 0.413, data: 0.016) G_GAN: 2.603 G_L1: 3.514 D_real: 0.463 D_fake: 0.415 +(epoch: 17, iters: 53044, time: 0.299, data: 0.018) G_GAN: 2.892 G_L1: 3.592 D_real: 0.101 D_fake: 0.317 +(epoch: 17, iters: 53144, time: 0.281, data: 0.022) G_GAN: 3.869 G_L1: 4.743 D_real: 0.190 D_fake: 0.373 +(epoch: 17, iters: 53244, time: 0.303, data: 0.017) G_GAN: 2.538 G_L1: 2.811 D_real: 0.184 D_fake: 0.219 +(epoch: 17, iters: 53344, time: 0.405, data: 0.018) G_GAN: 2.482 G_L1: 3.164 D_real: 0.498 D_fake: 0.087 +(epoch: 17, iters: 53444, time: 0.297, data: 0.018) G_GAN: 2.697 G_L1: 3.975 D_real: 0.101 D_fake: 0.154 +(epoch: 17, iters: 53544, time: 0.294, data: 0.017) G_GAN: 3.567 G_L1: 4.221 D_real: 0.010 D_fake: 0.172 +(epoch: 17, iters: 53644, time: 0.296, data: 0.016) G_GAN: 2.985 G_L1: 3.568 D_real: 0.004 D_fake: 0.221 +(epoch: 17, iters: 53744, time: 0.503, data: 0.016) G_GAN: 3.550 G_L1: 3.313 D_real: 0.107 D_fake: 0.257 +(epoch: 17, iters: 53844, time: 0.304, data: 0.022) G_GAN: 3.358 G_L1: 4.210 D_real: 0.404 D_fake: 0.052 +(epoch: 17, iters: 53944, time: 0.295, data: 0.016) G_GAN: 4.009 G_L1: 3.183 D_real: 0.044 D_fake: 0.500 +(epoch: 17, iters: 54044, time: 0.307, data: 0.018) G_GAN: 2.083 G_L1: 2.705 D_real: 0.080 D_fake: 0.761 +(epoch: 17, iters: 54144, time: 0.394, data: 0.022) G_GAN: 5.174 G_L1: 4.324 D_real: 0.060 D_fake: 0.032 +(epoch: 17, iters: 54244, time: 0.267, data: 0.016) G_GAN: 3.478 G_L1: 3.122 D_real: 0.167 D_fake: 0.089 +(epoch: 17, iters: 54344, time: 0.306, data: 0.014) G_GAN: 3.511 G_L1: 4.665 D_real: 0.016 D_fake: 0.482 +(epoch: 17, iters: 54444, time: 0.298, data: 0.015) G_GAN: 3.589 G_L1: 4.275 D_real: 0.439 D_fake: 0.590 +(epoch: 17, iters: 54544, time: 0.405, data: 0.017) G_GAN: 4.663 G_L1: 5.558 D_real: 0.201 D_fake: 0.303 +(epoch: 17, iters: 54644, time: 0.302, data: 0.021) G_GAN: 4.985 G_L1: 7.096 D_real: 0.032 D_fake: 0.266 +(epoch: 17, iters: 54744, time: 0.290, data: 0.018) G_GAN: 2.568 G_L1: 4.346 D_real: 0.145 D_fake: 0.120 +(epoch: 17, iters: 54844, time: 0.299, data: 0.019) G_GAN: 2.585 G_L1: 4.486 D_real: 0.232 D_fake: 0.196 +(epoch: 17, iters: 54944, time: 0.412, data: 0.016) G_GAN: 4.487 G_L1: 7.444 D_real: 0.090 D_fake: 0.204 +(epoch: 17, iters: 55044, time: 0.297, data: 0.018) G_GAN: 2.843 G_L1: 3.340 D_real: 0.172 D_fake: 0.148 +(epoch: 17, iters: 55144, time: 0.306, data: 0.017) G_GAN: 5.246 G_L1: 3.929 D_real: 0.711 D_fake: 0.015 +(epoch: 17, iters: 55244, time: 0.294, data: 0.020) G_GAN: 3.612 G_L1: 3.496 D_real: 0.015 D_fake: 0.164 +(epoch: 17, iters: 55344, time: 0.411, data: 0.020) G_GAN: 3.010 G_L1: 2.893 D_real: 0.060 D_fake: 0.315 +(epoch: 17, iters: 55444, time: 0.294, data: 0.019) G_GAN: 3.290 G_L1: 4.186 D_real: 0.979 D_fake: 0.020 +(epoch: 17, iters: 55544, time: 0.300, data: 0.017) G_GAN: 3.825 G_L1: 4.672 D_real: 0.176 D_fake: 0.100 +(epoch: 17, iters: 55644, time: 0.298, data: 0.016) G_GAN: 4.035 G_L1: 4.595 D_real: 0.069 D_fake: 0.138 +(epoch: 17, iters: 55744, time: 0.555, data: 0.017) G_GAN: 2.918 G_L1: 2.949 D_real: 0.440 D_fake: 0.044 +(epoch: 17, iters: 55844, time: 0.294, data: 0.018) G_GAN: 4.141 G_L1: 4.285 D_real: 0.217 D_fake: 0.065 +(epoch: 17, iters: 55944, time: 0.299, data: 0.017) G_GAN: 4.140 G_L1: 6.731 D_real: 0.033 D_fake: 0.592 +(epoch: 17, iters: 56044, time: 0.293, data: 0.017) G_GAN: 4.298 G_L1: 2.786 D_real: 0.147 D_fake: 0.031 +(epoch: 17, iters: 56144, time: 0.411, data: 0.016) G_GAN: 4.080 G_L1: 2.871 D_real: 0.777 D_fake: 0.052 +(epoch: 17, iters: 56244, time: 0.293, data: 0.020) G_GAN: 4.055 G_L1: 4.396 D_real: 0.010 D_fake: 0.198 +(epoch: 17, iters: 56344, time: 0.307, data: 0.016) G_GAN: 3.595 G_L1: 3.791 D_real: 0.154 D_fake: 0.347 +(epoch: 17, iters: 56444, time: 0.296, data: 0.017) G_GAN: 3.351 G_L1: 7.982 D_real: 0.226 D_fake: 0.090 +(epoch: 17, iters: 56544, time: 0.408, data: 0.016) G_GAN: 3.787 G_L1: 4.789 D_real: 0.313 D_fake: 0.037 +(epoch: 17, iters: 56644, time: 0.302, data: 0.018) G_GAN: 3.010 G_L1: 3.719 D_real: 0.155 D_fake: 0.295 +(epoch: 17, iters: 56744, time: 0.301, data: 0.018) G_GAN: 2.180 G_L1: 3.581 D_real: 0.309 D_fake: 0.207 +(epoch: 17, iters: 56844, time: 0.304, data: 0.018) G_GAN: 6.224 G_L1: 5.386 D_real: 0.022 D_fake: 0.008 +(epoch: 17, iters: 56944, time: 0.412, data: 0.018) G_GAN: 3.163 G_L1: 3.824 D_real: 0.159 D_fake: 0.359 +(epoch: 17, iters: 57044, time: 0.294, data: 0.024) G_GAN: 2.636 G_L1: 3.226 D_real: 0.125 D_fake: 0.137 +(epoch: 17, iters: 57144, time: 0.302, data: 0.018) G_GAN: 3.136 G_L1: 4.503 D_real: 0.153 D_fake: 0.303 +(epoch: 17, iters: 57244, time: 0.295, data: 0.018) G_GAN: 4.225 G_L1: 4.793 D_real: 0.035 D_fake: 0.054 +(epoch: 17, iters: 57344, time: 0.409, data: 0.017) G_GAN: 3.820 G_L1: 4.505 D_real: 0.041 D_fake: 0.619 +(epoch: 17, iters: 57444, time: 0.304, data: 0.017) G_GAN: 5.130 G_L1: 3.468 D_real: 0.157 D_fake: 0.017 +(epoch: 17, iters: 57544, time: 0.307, data: 0.016) G_GAN: 3.615 G_L1: 3.271 D_real: 0.734 D_fake: 0.024 +(epoch: 17, iters: 57644, time: 0.306, data: 0.018) G_GAN: 2.648 G_L1: 2.307 D_real: 0.309 D_fake: 0.094 +(epoch: 17, iters: 57744, time: 0.550, data: 0.018) G_GAN: 2.657 G_L1: 3.894 D_real: 0.193 D_fake: 0.204 +(epoch: 17, iters: 57844, time: 0.297, data: 0.019) G_GAN: 3.757 G_L1: 3.175 D_real: 0.564 D_fake: 0.038 +(epoch: 17, iters: 57944, time: 0.287, data: 0.017) G_GAN: 3.531 G_L1: 5.034 D_real: 0.161 D_fake: 0.103 +(epoch: 17, iters: 58044, time: 0.291, data: 0.019) G_GAN: 3.380 G_L1: 2.842 D_real: 0.297 D_fake: 0.451 +(epoch: 17, iters: 58144, time: 0.411, data: 0.015) G_GAN: 3.861 G_L1: 3.832 D_real: 0.372 D_fake: 0.049 +(epoch: 17, iters: 58244, time: 0.301, data: 0.017) G_GAN: 4.907 G_L1: 4.539 D_real: 0.142 D_fake: 0.024 +(epoch: 17, iters: 58344, time: 0.300, data: 0.017) G_GAN: 4.184 G_L1: 2.754 D_real: 0.041 D_fake: 1.046 +(epoch: 17, iters: 58444, time: 0.296, data: 0.019) G_GAN: 4.186 G_L1: 3.032 D_real: 0.071 D_fake: 0.546 +(epoch: 17, iters: 58544, time: 0.406, data: 0.018) G_GAN: 1.989 G_L1: 3.424 D_real: 1.497 D_fake: 0.026 +(epoch: 17, iters: 58644, time: 0.304, data: 0.023) G_GAN: 3.499 G_L1: 4.361 D_real: 0.048 D_fake: 0.215 +(epoch: 17, iters: 58744, time: 0.300, data: 0.017) G_GAN: 2.704 G_L1: 3.875 D_real: 0.228 D_fake: 0.239 +(epoch: 17, iters: 58844, time: 0.302, data: 0.015) G_GAN: 3.394 G_L1: 3.553 D_real: 0.680 D_fake: 0.038 +(epoch: 17, iters: 58944, time: 0.421, data: 0.019) G_GAN: 6.138 G_L1: 7.065 D_real: 0.052 D_fake: 0.222 +(epoch: 17, iters: 59044, time: 0.305, data: 0.019) G_GAN: 3.139 G_L1: 3.008 D_real: 0.243 D_fake: 0.109 +(epoch: 17, iters: 59144, time: 0.297, data: 0.017) G_GAN: 3.974 G_L1: 4.324 D_real: 0.060 D_fake: 0.196 +(epoch: 17, iters: 59244, time: 0.306, data: 0.017) G_GAN: 4.348 G_L1: 3.929 D_real: 0.314 D_fake: 0.008 +(epoch: 17, iters: 59344, time: 0.414, data: 0.019) G_GAN: 4.604 G_L1: 5.626 D_real: 0.001 D_fake: 0.137 +(epoch: 17, iters: 59444, time: 0.299, data: 0.018) G_GAN: 4.613 G_L1: 4.092 D_real: 0.013 D_fake: 0.027 +(epoch: 17, iters: 59544, time: 0.306, data: 0.017) G_GAN: 5.184 G_L1: 3.481 D_real: 0.032 D_fake: 0.015 +(epoch: 17, iters: 59644, time: 0.297, data: 0.017) G_GAN: 2.554 G_L1: 3.150 D_real: 0.180 D_fake: 0.124 +(epoch: 17, iters: 59744, time: 0.529, data: 0.018) G_GAN: 4.491 G_L1: 6.602 D_real: 0.005 D_fake: 0.072 +(epoch: 17, iters: 59844, time: 0.293, data: 0.020) G_GAN: 3.745 G_L1: 3.415 D_real: 0.264 D_fake: 0.049 +(epoch: 17, iters: 59944, time: 0.297, data: 0.016) G_GAN: 5.005 G_L1: 4.743 D_real: 0.058 D_fake: 0.514 +(epoch: 18, iters: 28, time: 0.299, data: 0.016) G_GAN: 3.728 G_L1: 3.623 D_real: 0.217 D_fake: 0.057 +(epoch: 18, iters: 128, time: 0.549, data: 0.015) G_GAN: 3.792 G_L1: 3.695 D_real: 0.045 D_fake: 0.178 +(epoch: 18, iters: 228, time: 0.294, data: 0.019) G_GAN: 3.467 G_L1: 3.946 D_real: 0.208 D_fake: 0.026 +(epoch: 18, iters: 328, time: 0.297, data: 0.017) G_GAN: 4.047 G_L1: 6.594 D_real: 0.018 D_fake: 0.103 +(epoch: 18, iters: 428, time: 0.286, data: 0.017) G_GAN: 3.048 G_L1: 5.146 D_real: 0.015 D_fake: 0.128 +(epoch: 18, iters: 528, time: 0.404, data: 0.020) G_GAN: 2.975 G_L1: 4.772 D_real: 0.096 D_fake: 0.117 +(epoch: 18, iters: 628, time: 0.295, data: 0.018) G_GAN: 2.587 G_L1: 3.667 D_real: 0.150 D_fake: 0.391 +(epoch: 18, iters: 728, time: 0.298, data: 0.023) G_GAN: 6.098 G_L1: 7.587 D_real: 0.130 D_fake: 0.005 +(epoch: 18, iters: 828, time: 0.296, data: 0.018) G_GAN: 4.889 G_L1: 2.308 D_real: 0.033 D_fake: 0.243 +(epoch: 18, iters: 928, time: 0.404, data: 0.017) G_GAN: 4.987 G_L1: 5.870 D_real: 0.078 D_fake: 0.022 +(epoch: 18, iters: 1028, time: 0.294, data: 0.018) G_GAN: 8.201 G_L1: 7.900 D_real: 0.378 D_fake: 0.007 +(epoch: 18, iters: 1128, time: 0.292, data: 0.017) G_GAN: 2.201 G_L1: 2.920 D_real: 0.930 D_fake: 0.180 +(epoch: 18, iters: 1228, time: 0.299, data: 0.016) G_GAN: 4.850 G_L1: 3.024 D_real: 0.350 D_fake: 0.011 +(epoch: 18, iters: 1328, time: 0.409, data: 0.017) G_GAN: 3.832 G_L1: 8.804 D_real: 0.477 D_fake: 0.032 +(epoch: 18, iters: 1428, time: 0.289, data: 0.017) G_GAN: 4.058 G_L1: 3.669 D_real: 0.054 D_fake: 0.149 +(epoch: 18, iters: 1528, time: 0.292, data: 0.016) G_GAN: 4.276 G_L1: 6.156 D_real: 0.101 D_fake: 0.020 +(epoch: 18, iters: 1628, time: 0.277, data: 0.017) G_GAN: 3.797 G_L1: 4.885 D_real: 0.018 D_fake: 0.094 +(epoch: 18, iters: 1728, time: 0.496, data: 0.016) G_GAN: 6.466 G_L1: 4.611 D_real: 0.007 D_fake: 0.012 +(epoch: 18, iters: 1828, time: 0.285, data: 0.019) G_GAN: 3.859 G_L1: 3.962 D_real: 0.227 D_fake: 0.125 +(epoch: 18, iters: 1928, time: 0.287, data: 0.016) G_GAN: 3.064 G_L1: 3.932 D_real: 0.263 D_fake: 0.272 +(epoch: 18, iters: 2028, time: 0.283, data: 0.017) G_GAN: 2.190 G_L1: 3.342 D_real: 0.651 D_fake: 0.069 +(epoch: 18, iters: 2128, time: 0.378, data: 0.016) G_GAN: 3.212 G_L1: 3.976 D_real: 0.878 D_fake: 0.112 +(epoch: 18, iters: 2228, time: 0.289, data: 0.018) G_GAN: 4.725 G_L1: 4.359 D_real: 0.007 D_fake: 0.288 +(epoch: 18, iters: 2328, time: 0.292, data: 0.017) G_GAN: 5.463 G_L1: 3.474 D_real: 0.014 D_fake: 0.036 +(epoch: 18, iters: 2428, time: 0.276, data: 0.017) G_GAN: 3.939 G_L1: 3.958 D_real: 0.013 D_fake: 0.097 +(epoch: 18, iters: 2528, time: 0.408, data: 0.017) G_GAN: 2.576 G_L1: 3.486 D_real: 0.677 D_fake: 0.095 +(epoch: 18, iters: 2628, time: 0.285, data: 0.017) G_GAN: 3.966 G_L1: 7.664 D_real: 0.155 D_fake: 0.051 +(epoch: 18, iters: 2728, time: 0.280, data: 0.017) G_GAN: 4.436 G_L1: 7.073 D_real: 0.008 D_fake: 0.282 +(epoch: 18, iters: 2828, time: 0.293, data: 0.016) G_GAN: 3.421 G_L1: 4.188 D_real: 0.090 D_fake: 0.105 +(epoch: 18, iters: 2928, time: 0.409, data: 0.017) G_GAN: 3.419 G_L1: 4.134 D_real: 0.313 D_fake: 0.053 +(epoch: 18, iters: 3028, time: 0.294, data: 0.017) G_GAN: 4.449 G_L1: 3.789 D_real: 0.018 D_fake: 0.181 +(epoch: 18, iters: 3128, time: 0.289, data: 0.016) G_GAN: 5.392 G_L1: 9.257 D_real: 0.061 D_fake: 0.102 +(epoch: 18, iters: 3228, time: 0.275, data: 0.017) G_GAN: 3.497 G_L1: 6.277 D_real: 0.234 D_fake: 0.206 +(epoch: 18, iters: 3328, time: 0.403, data: 0.015) G_GAN: 3.442 G_L1: 3.736 D_real: 0.048 D_fake: 0.436 +(epoch: 18, iters: 3428, time: 0.295, data: 0.019) G_GAN: 2.909 G_L1: 3.933 D_real: 0.247 D_fake: 0.095 +(epoch: 18, iters: 3528, time: 0.294, data: 0.017) G_GAN: 4.093 G_L1: 4.738 D_real: 0.003 D_fake: 0.264 +(epoch: 18, iters: 3628, time: 0.291, data: 0.017) G_GAN: 2.570 G_L1: 3.450 D_real: 0.212 D_fake: 0.483 +(epoch: 18, iters: 3728, time: 0.542, data: 0.020) G_GAN: 2.855 G_L1: 4.224 D_real: 0.146 D_fake: 0.094 +(epoch: 18, iters: 3828, time: 0.291, data: 0.018) G_GAN: 4.599 G_L1: 3.415 D_real: 0.063 D_fake: 0.025 +(epoch: 18, iters: 3928, time: 0.301, data: 0.019) G_GAN: 4.907 G_L1: 6.143 D_real: 0.158 D_fake: 0.021 +(epoch: 18, iters: 4028, time: 0.285, data: 0.018) G_GAN: 3.938 G_L1: 5.587 D_real: 0.440 D_fake: 0.175 +(epoch: 18, iters: 4128, time: 0.416, data: 0.017) G_GAN: 2.910 G_L1: 2.600 D_real: 0.022 D_fake: 0.612 +(epoch: 18, iters: 4228, time: 0.293, data: 0.024) G_GAN: 3.686 G_L1: 4.064 D_real: 0.749 D_fake: 0.081 +(epoch: 18, iters: 4328, time: 0.294, data: 0.015) G_GAN: 3.045 G_L1: 3.872 D_real: 0.265 D_fake: 0.370 +(epoch: 18, iters: 4428, time: 0.283, data: 0.017) G_GAN: 3.599 G_L1: 3.692 D_real: 0.092 D_fake: 0.120 +(epoch: 18, iters: 4528, time: 0.384, data: 0.015) G_GAN: 2.441 G_L1: 3.653 D_real: 0.689 D_fake: 0.211 +(epoch: 18, iters: 4628, time: 0.290, data: 0.018) G_GAN: 2.866 G_L1: 7.502 D_real: 1.072 D_fake: 0.027 +(epoch: 18, iters: 4728, time: 0.288, data: 0.017) G_GAN: 3.522 G_L1: 5.023 D_real: 0.675 D_fake: 0.095 +(epoch: 18, iters: 4828, time: 0.305, data: 0.018) G_GAN: 5.055 G_L1: 6.011 D_real: 0.024 D_fake: 0.091 +(epoch: 18, iters: 4928, time: 0.416, data: 0.019) G_GAN: 4.063 G_L1: 5.637 D_real: 0.000 D_fake: 0.128 +(epoch: 18, iters: 5028, time: 0.300, data: 0.019) G_GAN: 2.711 G_L1: 3.303 D_real: 0.252 D_fake: 0.067 +(epoch: 18, iters: 5128, time: 0.305, data: 0.017) G_GAN: 4.962 G_L1: 2.925 D_real: 0.067 D_fake: 0.071 +(epoch: 18, iters: 5228, time: 0.304, data: 0.016) G_GAN: 4.766 G_L1: 7.690 D_real: 0.008 D_fake: 0.067 +(epoch: 18, iters: 5328, time: 0.405, data: 0.018) G_GAN: 4.608 G_L1: 2.850 D_real: 0.003 D_fake: 1.152 +(epoch: 18, iters: 5428, time: 0.302, data: 0.018) G_GAN: 3.963 G_L1: 5.181 D_real: 0.007 D_fake: 0.084 +(epoch: 18, iters: 5528, time: 0.300, data: 0.018) G_GAN: 3.530 G_L1: 5.416 D_real: 0.111 D_fake: 0.062 +(epoch: 18, iters: 5628, time: 0.303, data: 0.018) G_GAN: 4.718 G_L1: 4.051 D_real: 0.151 D_fake: 0.018 +(epoch: 18, iters: 5728, time: 0.566, data: 0.017) G_GAN: 4.051 G_L1: 5.095 D_real: 0.069 D_fake: 0.024 +(epoch: 18, iters: 5828, time: 0.296, data: 0.017) G_GAN: 4.698 G_L1: 5.401 D_real: 0.005 D_fake: 0.142 +(epoch: 18, iters: 5928, time: 0.295, data: 0.020) G_GAN: 6.143 G_L1: 4.796 D_real: 0.204 D_fake: 0.028 +(epoch: 18, iters: 6028, time: 0.299, data: 0.017) G_GAN: 4.574 G_L1: 3.695 D_real: 0.044 D_fake: 0.112 +(epoch: 18, iters: 6128, time: 0.413, data: 0.017) G_GAN: 2.134 G_L1: 3.053 D_real: 1.044 D_fake: 0.021 +(epoch: 18, iters: 6228, time: 0.305, data: 0.017) G_GAN: 3.136 G_L1: 2.851 D_real: 0.797 D_fake: 0.071 +(epoch: 18, iters: 6328, time: 0.294, data: 0.017) G_GAN: 3.455 G_L1: 2.876 D_real: 0.028 D_fake: 0.084 +(epoch: 18, iters: 6428, time: 0.301, data: 0.015) G_GAN: 3.136 G_L1: 3.918 D_real: 0.187 D_fake: 0.215 +(epoch: 18, iters: 6528, time: 0.429, data: 0.020) G_GAN: 4.673 G_L1: 5.535 D_real: 0.079 D_fake: 0.489 +(epoch: 18, iters: 6628, time: 0.303, data: 0.018) G_GAN: 2.221 G_L1: 5.452 D_real: 1.064 D_fake: 0.119 +(epoch: 18, iters: 6728, time: 0.302, data: 0.017) G_GAN: 2.693 G_L1: 2.933 D_real: 0.327 D_fake: 0.374 +(epoch: 18, iters: 6828, time: 0.293, data: 0.016) G_GAN: 3.056 G_L1: 3.511 D_real: 0.304 D_fake: 0.276 +(epoch: 18, iters: 6928, time: 0.412, data: 0.017) G_GAN: 5.670 G_L1: 5.608 D_real: 0.024 D_fake: 0.029 +(epoch: 18, iters: 7028, time: 0.294, data: 0.023) G_GAN: 4.059 G_L1: 3.642 D_real: 0.285 D_fake: 0.077 +(epoch: 18, iters: 7128, time: 0.304, data: 0.016) G_GAN: 3.526 G_L1: 4.107 D_real: 0.042 D_fake: 0.546 +(epoch: 18, iters: 7228, time: 0.304, data: 0.016) G_GAN: 4.923 G_L1: 3.506 D_real: 0.076 D_fake: 0.068 +(epoch: 18, iters: 7328, time: 0.412, data: 0.016) G_GAN: 2.640 G_L1: 4.091 D_real: 0.221 D_fake: 0.104 +(epoch: 18, iters: 7428, time: 0.293, data: 0.018) G_GAN: 3.070 G_L1: 3.148 D_real: 0.106 D_fake: 0.207 +(epoch: 18, iters: 7528, time: 0.298, data: 0.019) G_GAN: 2.058 G_L1: 2.772 D_real: 0.557 D_fake: 0.149 +(epoch: 18, iters: 7628, time: 0.301, data: 0.020) G_GAN: 2.824 G_L1: 3.114 D_real: 0.090 D_fake: 0.308 +(epoch: 18, iters: 7728, time: 0.559, data: 0.020) G_GAN: 3.184 G_L1: 4.625 D_real: 0.073 D_fake: 0.119 +(epoch: 18, iters: 7828, time: 0.292, data: 0.017) G_GAN: 3.980 G_L1: 3.550 D_real: 0.087 D_fake: 0.051 +(epoch: 18, iters: 7928, time: 0.305, data: 0.031) G_GAN: 2.753 G_L1: 2.937 D_real: 0.280 D_fake: 0.048 +(epoch: 18, iters: 8028, time: 0.304, data: 0.016) G_GAN: 3.004 G_L1: 3.549 D_real: 0.359 D_fake: 0.156 +(epoch: 18, iters: 8128, time: 0.400, data: 0.018) G_GAN: 2.442 G_L1: 3.360 D_real: 0.269 D_fake: 0.210 +(epoch: 18, iters: 8228, time: 0.303, data: 0.018) G_GAN: 3.560 G_L1: 3.349 D_real: 0.126 D_fake: 0.261 +(epoch: 18, iters: 8328, time: 0.297, data: 0.017) G_GAN: 2.939 G_L1: 3.369 D_real: 0.464 D_fake: 0.299 +(epoch: 18, iters: 8428, time: 0.299, data: 0.014) G_GAN: 3.539 G_L1: 3.288 D_real: 0.116 D_fake: 0.166 +(epoch: 18, iters: 8528, time: 0.416, data: 0.017) G_GAN: 2.287 G_L1: 4.081 D_real: 0.429 D_fake: 0.373 +(epoch: 18, iters: 8628, time: 0.299, data: 0.019) G_GAN: 2.321 G_L1: 2.916 D_real: 0.633 D_fake: 0.121 +(epoch: 18, iters: 8728, time: 0.301, data: 0.017) G_GAN: 3.564 G_L1: 3.105 D_real: 0.026 D_fake: 0.238 +(epoch: 18, iters: 8828, time: 0.298, data: 0.017) G_GAN: 5.160 G_L1: 4.551 D_real: 0.041 D_fake: 0.038 +(epoch: 18, iters: 8928, time: 0.376, data: 0.018) G_GAN: 4.509 G_L1: 4.045 D_real: 0.020 D_fake: 0.200 +(epoch: 18, iters: 9028, time: 0.296, data: 0.018) G_GAN: 3.126 G_L1: 4.754 D_real: 0.321 D_fake: 0.074 +(epoch: 18, iters: 9128, time: 0.299, data: 0.017) G_GAN: 1.817 G_L1: 3.340 D_real: 0.538 D_fake: 0.302 +(epoch: 18, iters: 9228, time: 0.301, data: 0.021) G_GAN: 3.749 G_L1: 5.092 D_real: 0.095 D_fake: 0.084 +(epoch: 18, iters: 9328, time: 0.406, data: 0.021) G_GAN: 4.376 G_L1: 4.211 D_real: 0.003 D_fake: 0.134 +(epoch: 18, iters: 9428, time: 0.301, data: 0.019) G_GAN: 3.776 G_L1: 4.478 D_real: 0.063 D_fake: 0.874 +(epoch: 18, iters: 9528, time: 0.300, data: 0.018) G_GAN: 3.370 G_L1: 4.235 D_real: 0.004 D_fake: 0.154 +(epoch: 18, iters: 9628, time: 0.302, data: 0.018) G_GAN: 4.315 G_L1: 6.154 D_real: 0.237 D_fake: 0.036 +(epoch: 18, iters: 9728, time: 0.570, data: 0.019) G_GAN: 1.013 G_L1: 3.926 D_real: 0.714 D_fake: 0.105 +(epoch: 18, iters: 9828, time: 0.300, data: 0.020) G_GAN: 5.347 G_L1: 3.820 D_real: 0.017 D_fake: 0.433 +(epoch: 18, iters: 9928, time: 0.301, data: 0.017) G_GAN: 3.570 G_L1: 3.181 D_real: 0.013 D_fake: 1.525 +(epoch: 18, iters: 10028, time: 0.298, data: 0.022) G_GAN: 3.491 G_L1: 4.272 D_real: 0.054 D_fake: 0.379 +(epoch: 18, iters: 10128, time: 0.388, data: 0.020) G_GAN: 3.033 G_L1: 3.180 D_real: 0.088 D_fake: 0.226 +(epoch: 18, iters: 10228, time: 0.298, data: 0.019) G_GAN: 3.520 G_L1: 3.576 D_real: 0.084 D_fake: 0.747 +(epoch: 18, iters: 10328, time: 0.307, data: 0.018) G_GAN: 4.566 G_L1: 4.668 D_real: 0.152 D_fake: 0.035 +(epoch: 18, iters: 10428, time: 0.300, data: 0.017) G_GAN: 2.811 G_L1: 4.072 D_real: 0.196 D_fake: 0.140 +(epoch: 18, iters: 10528, time: 0.411, data: 0.017) G_GAN: 3.330 G_L1: 4.275 D_real: 0.105 D_fake: 0.216 +(epoch: 18, iters: 10628, time: 0.292, data: 0.019) G_GAN: 3.644 G_L1: 6.447 D_real: 0.327 D_fake: 0.331 +(epoch: 18, iters: 10728, time: 0.301, data: 0.017) G_GAN: 3.160 G_L1: 2.665 D_real: 0.188 D_fake: 0.189 +(epoch: 18, iters: 10828, time: 0.298, data: 0.019) G_GAN: 3.489 G_L1: 3.249 D_real: 0.569 D_fake: 0.220 +(epoch: 18, iters: 10928, time: 0.419, data: 0.017) G_GAN: 5.701 G_L1: 5.548 D_real: 0.547 D_fake: 0.013 +(epoch: 18, iters: 11028, time: 0.299, data: 0.018) G_GAN: 5.227 G_L1: 4.019 D_real: 0.462 D_fake: 0.110 +(epoch: 18, iters: 11128, time: 0.301, data: 0.018) G_GAN: 4.288 G_L1: 4.394 D_real: 0.023 D_fake: 0.300 +(epoch: 18, iters: 11228, time: 0.291, data: 0.017) G_GAN: 2.745 G_L1: 4.193 D_real: 0.531 D_fake: 0.028 +(epoch: 18, iters: 11328, time: 0.397, data: 0.016) G_GAN: 3.519 G_L1: 3.849 D_real: 0.170 D_fake: 0.246 +(epoch: 18, iters: 11428, time: 0.279, data: 0.017) G_GAN: 4.479 G_L1: 7.229 D_real: 0.145 D_fake: 0.111 +(epoch: 18, iters: 11528, time: 0.295, data: 0.015) G_GAN: 4.091 G_L1: 5.085 D_real: 0.267 D_fake: 0.042 +(epoch: 18, iters: 11628, time: 0.307, data: 0.018) G_GAN: 2.301 G_L1: 3.530 D_real: 0.069 D_fake: 0.696 +(epoch: 18, iters: 11728, time: 0.560, data: 0.019) G_GAN: 4.847 G_L1: 4.153 D_real: 0.232 D_fake: 0.026 +(epoch: 18, iters: 11828, time: 0.302, data: 0.020) G_GAN: 4.332 G_L1: 4.604 D_real: 0.033 D_fake: 0.097 +(epoch: 18, iters: 11928, time: 0.298, data: 0.020) G_GAN: 3.868 G_L1: 4.428 D_real: 0.349 D_fake: 0.087 +(epoch: 18, iters: 12028, time: 0.298, data: 0.017) G_GAN: 3.051 G_L1: 7.485 D_real: 0.363 D_fake: 0.119 +(epoch: 18, iters: 12128, time: 0.419, data: 0.020) G_GAN: 4.085 G_L1: 4.896 D_real: 0.109 D_fake: 0.198 +(epoch: 18, iters: 12228, time: 0.301, data: 0.020) G_GAN: 4.457 G_L1: 3.676 D_real: 0.228 D_fake: 0.321 +(epoch: 18, iters: 12328, time: 0.299, data: 0.017) G_GAN: 3.415 G_L1: 4.030 D_real: 0.179 D_fake: 0.198 +(epoch: 18, iters: 12428, time: 0.286, data: 0.021) G_GAN: 4.317 G_L1: 3.990 D_real: 0.141 D_fake: 0.130 +(epoch: 18, iters: 12528, time: 0.410, data: 0.019) G_GAN: 4.472 G_L1: 6.288 D_real: 0.129 D_fake: 0.042 +(epoch: 18, iters: 12628, time: 0.291, data: 0.021) G_GAN: 4.725 G_L1: 4.177 D_real: 0.092 D_fake: 0.137 +(epoch: 18, iters: 12728, time: 0.301, data: 0.017) G_GAN: 4.734 G_L1: 4.351 D_real: 0.193 D_fake: 0.489 +(epoch: 18, iters: 12828, time: 0.304, data: 0.018) G_GAN: 3.526 G_L1: 2.844 D_real: 0.595 D_fake: 0.060 +(epoch: 18, iters: 12928, time: 0.411, data: 0.017) G_GAN: 3.702 G_L1: 5.450 D_real: 0.014 D_fake: 0.630 +(epoch: 18, iters: 13028, time: 0.296, data: 0.019) G_GAN: 3.492 G_L1: 3.687 D_real: 0.521 D_fake: 0.045 +(epoch: 18, iters: 13128, time: 0.298, data: 0.017) G_GAN: 2.043 G_L1: 3.995 D_real: 0.947 D_fake: 0.117 +(epoch: 18, iters: 13228, time: 0.295, data: 0.018) G_GAN: 5.770 G_L1: 3.251 D_real: 0.038 D_fake: 0.027 +(epoch: 18, iters: 13328, time: 0.417, data: 0.019) G_GAN: 5.028 G_L1: 5.106 D_real: 0.001 D_fake: 0.025 +(epoch: 18, iters: 13428, time: 0.302, data: 0.019) G_GAN: 3.512 G_L1: 3.644 D_real: 0.047 D_fake: 0.177 +(epoch: 18, iters: 13528, time: 0.302, data: 0.018) G_GAN: 3.817 G_L1: 4.190 D_real: 1.044 D_fake: 0.018 +(epoch: 18, iters: 13628, time: 0.305, data: 0.017) G_GAN: 3.884 G_L1: 2.992 D_real: 0.089 D_fake: 0.169 +(epoch: 18, iters: 13728, time: 0.492, data: 0.018) G_GAN: 3.155 G_L1: 3.688 D_real: 0.224 D_fake: 0.050 +(epoch: 18, iters: 13828, time: 0.304, data: 0.022) G_GAN: 3.684 G_L1: 4.512 D_real: 0.073 D_fake: 0.134 +(epoch: 18, iters: 13928, time: 0.298, data: 0.018) G_GAN: 3.155 G_L1: 5.640 D_real: 0.066 D_fake: 0.125 +(epoch: 18, iters: 14028, time: 0.297, data: 0.018) G_GAN: 3.056 G_L1: 4.601 D_real: 0.109 D_fake: 0.177 +(epoch: 18, iters: 14128, time: 0.418, data: 0.018) G_GAN: 3.031 G_L1: 3.377 D_real: 0.596 D_fake: 0.040 +(epoch: 18, iters: 14228, time: 0.304, data: 0.018) G_GAN: 4.443 G_L1: 3.507 D_real: 0.042 D_fake: 0.082 +(epoch: 18, iters: 14328, time: 0.305, data: 0.017) G_GAN: 3.730 G_L1: 3.389 D_real: 0.011 D_fake: 0.267 +(epoch: 18, iters: 14428, time: 0.291, data: 0.016) G_GAN: 3.356 G_L1: 2.468 D_real: 0.008 D_fake: 0.247 +(epoch: 18, iters: 14528, time: 0.383, data: 0.015) G_GAN: 2.874 G_L1: 3.168 D_real: 0.144 D_fake: 0.444 +(epoch: 18, iters: 14628, time: 0.303, data: 0.019) G_GAN: 4.216 G_L1: 4.602 D_real: 0.138 D_fake: 0.033 +(epoch: 18, iters: 14728, time: 0.296, data: 0.018) G_GAN: 4.083 G_L1: 4.422 D_real: 0.021 D_fake: 0.145 +(epoch: 18, iters: 14828, time: 0.298, data: 0.021) G_GAN: 3.988 G_L1: 3.954 D_real: 0.035 D_fake: 0.085 +(epoch: 18, iters: 14928, time: 0.417, data: 0.018) G_GAN: 2.810 G_L1: 2.749 D_real: 0.295 D_fake: 0.119 +(epoch: 18, iters: 15028, time: 0.297, data: 0.019) G_GAN: 4.355 G_L1: 5.393 D_real: 0.504 D_fake: 0.327 +(epoch: 18, iters: 15128, time: 0.303, data: 0.018) G_GAN: 3.143 G_L1: 3.974 D_real: 0.041 D_fake: 0.453 +(epoch: 18, iters: 15228, time: 0.304, data: 0.017) G_GAN: 2.580 G_L1: 2.711 D_real: 0.405 D_fake: 0.264 +(epoch: 18, iters: 15328, time: 0.385, data: 0.017) G_GAN: 4.178 G_L1: 2.746 D_real: 0.073 D_fake: 0.190 +(epoch: 18, iters: 15428, time: 0.293, data: 0.019) G_GAN: 3.683 G_L1: 3.478 D_real: 0.263 D_fake: 0.042 +(epoch: 18, iters: 15528, time: 0.303, data: 0.017) G_GAN: 3.410 G_L1: 3.877 D_real: 0.099 D_fake: 0.173 +(epoch: 18, iters: 15628, time: 0.306, data: 0.019) G_GAN: 3.610 G_L1: 5.740 D_real: 0.186 D_fake: 0.067 +(epoch: 18, iters: 15728, time: 0.557, data: 0.017) G_GAN: 4.607 G_L1: 8.192 D_real: 0.051 D_fake: 0.434 +(epoch: 18, iters: 15828, time: 0.293, data: 0.019) G_GAN: 3.559 G_L1: 3.919 D_real: 0.015 D_fake: 0.582 +(epoch: 18, iters: 15928, time: 0.301, data: 0.017) G_GAN: 3.001 G_L1: 3.319 D_real: 0.085 D_fake: 0.283 +(epoch: 18, iters: 16028, time: 0.293, data: 0.018) G_GAN: 3.347 G_L1: 3.632 D_real: 0.031 D_fake: 0.421 +(epoch: 18, iters: 16128, time: 0.414, data: 0.016) G_GAN: 3.292 G_L1: 3.734 D_real: 0.065 D_fake: 0.200 +(epoch: 18, iters: 16228, time: 0.301, data: 0.019) G_GAN: 3.611 G_L1: 3.500 D_real: 0.182 D_fake: 0.038 +(epoch: 18, iters: 16328, time: 0.295, data: 0.023) G_GAN: 2.768 G_L1: 3.837 D_real: 0.853 D_fake: 0.092 +(epoch: 18, iters: 16428, time: 0.300, data: 0.018) G_GAN: 2.480 G_L1: 2.720 D_real: 0.279 D_fake: 0.088 +(epoch: 18, iters: 16528, time: 0.414, data: 0.018) G_GAN: 3.495 G_L1: 5.179 D_real: 0.205 D_fake: 0.126 +(epoch: 18, iters: 16628, time: 0.296, data: 0.018) G_GAN: 2.741 G_L1: 3.118 D_real: 0.426 D_fake: 0.080 +(epoch: 18, iters: 16728, time: 0.283, data: 0.017) G_GAN: 3.658 G_L1: 4.395 D_real: 0.035 D_fake: 0.156 +(epoch: 18, iters: 16828, time: 0.289, data: 0.014) G_GAN: 3.184 G_L1: 3.292 D_real: 0.045 D_fake: 0.103 +(epoch: 18, iters: 16928, time: 0.392, data: 0.018) G_GAN: 4.290 G_L1: 4.171 D_real: 0.051 D_fake: 0.385 +(epoch: 18, iters: 17028, time: 0.296, data: 0.025) G_GAN: 3.778 G_L1: 3.711 D_real: 0.242 D_fake: 0.099 +(epoch: 18, iters: 17128, time: 0.303, data: 0.017) G_GAN: 4.045 G_L1: 2.623 D_real: 0.308 D_fake: 0.023 +(epoch: 18, iters: 17228, time: 0.295, data: 0.018) G_GAN: 2.816 G_L1: 3.113 D_real: 0.394 D_fake: 0.115 +(epoch: 18, iters: 17328, time: 0.386, data: 0.017) G_GAN: 4.251 G_L1: 3.920 D_real: 0.006 D_fake: 0.512 +(epoch: 18, iters: 17428, time: 0.298, data: 0.019) G_GAN: 3.493 G_L1: 3.472 D_real: 0.082 D_fake: 0.640 +(epoch: 18, iters: 17528, time: 0.303, data: 0.017) G_GAN: 3.128 G_L1: 3.975 D_real: 0.358 D_fake: 0.233 +(epoch: 18, iters: 17628, time: 0.302, data: 0.019) G_GAN: 3.697 G_L1: 4.602 D_real: 0.086 D_fake: 0.271 +(epoch: 18, iters: 17728, time: 0.547, data: 0.017) G_GAN: 3.443 G_L1: 5.710 D_real: 0.150 D_fake: 0.046 +(epoch: 18, iters: 17828, time: 0.301, data: 0.018) G_GAN: 4.228 G_L1: 5.612 D_real: 0.422 D_fake: 0.060 +(epoch: 18, iters: 17928, time: 0.303, data: 0.017) G_GAN: 4.657 G_L1: 5.095 D_real: 0.007 D_fake: 1.019 +(epoch: 18, iters: 18028, time: 0.296, data: 0.018) G_GAN: 2.943 G_L1: 3.160 D_real: 0.092 D_fake: 0.266 +(epoch: 18, iters: 18128, time: 0.415, data: 0.023) G_GAN: 2.602 G_L1: 3.183 D_real: 0.094 D_fake: 0.372 +(epoch: 18, iters: 18228, time: 0.295, data: 0.019) G_GAN: 3.156 G_L1: 3.188 D_real: 0.080 D_fake: 0.097 +(epoch: 18, iters: 18328, time: 0.288, data: 0.022) G_GAN: 5.109 G_L1: 7.660 D_real: 0.021 D_fake: 0.025 +(epoch: 18, iters: 18428, time: 0.307, data: 0.017) G_GAN: 4.003 G_L1: 5.340 D_real: 0.313 D_fake: 0.041 +(epoch: 18, iters: 18528, time: 0.425, data: 0.017) G_GAN: 4.867 G_L1: 3.963 D_real: 0.022 D_fake: 0.078 +(epoch: 18, iters: 18628, time: 0.293, data: 0.018) G_GAN: 3.059 G_L1: 3.974 D_real: 0.139 D_fake: 0.214 +(epoch: 18, iters: 18728, time: 0.305, data: 0.018) G_GAN: 5.302 G_L1: 6.369 D_real: 0.070 D_fake: 0.949 +(epoch: 18, iters: 18828, time: 0.300, data: 0.017) G_GAN: 2.569 G_L1: 3.241 D_real: 0.278 D_fake: 0.126 +(epoch: 18, iters: 18928, time: 0.393, data: 0.017) G_GAN: 9.492 G_L1: 6.748 D_real: 0.004 D_fake: 1.330 +(epoch: 18, iters: 19028, time: 0.303, data: 0.018) G_GAN: 2.878 G_L1: 3.303 D_real: 0.270 D_fake: 0.070 +(epoch: 18, iters: 19128, time: 0.287, data: 0.018) G_GAN: 3.263 G_L1: 3.746 D_real: 0.125 D_fake: 0.087 +(epoch: 18, iters: 19228, time: 0.302, data: 0.016) G_GAN: 3.670 G_L1: 3.607 D_real: 0.005 D_fake: 0.330 +(epoch: 18, iters: 19328, time: 0.405, data: 0.018) G_GAN: 5.261 G_L1: 5.818 D_real: 0.436 D_fake: 0.121 +(epoch: 18, iters: 19428, time: 0.295, data: 0.019) G_GAN: 3.742 G_L1: 3.730 D_real: 0.001 D_fake: 0.236 +(epoch: 18, iters: 19528, time: 0.297, data: 0.017) G_GAN: 4.293 G_L1: 3.264 D_real: 0.035 D_fake: 0.119 +(epoch: 18, iters: 19628, time: 0.301, data: 0.019) G_GAN: 3.568 G_L1: 3.825 D_real: 0.118 D_fake: 0.125 +(epoch: 18, iters: 19728, time: 0.547, data: 0.018) G_GAN: 4.801 G_L1: 2.509 D_real: 0.323 D_fake: 0.021 +(epoch: 18, iters: 19828, time: 0.302, data: 0.020) G_GAN: 2.903 G_L1: 4.637 D_real: 0.000 D_fake: 0.227 +(epoch: 18, iters: 19928, time: 0.303, data: 0.018) G_GAN: 2.664 G_L1: 3.527 D_real: 0.455 D_fake: 0.167 +(epoch: 18, iters: 20028, time: 0.294, data: 0.018) G_GAN: 3.743 G_L1: 5.492 D_real: 0.094 D_fake: 0.314 +(epoch: 18, iters: 20128, time: 0.419, data: 0.017) G_GAN: 3.887 G_L1: 3.939 D_real: 0.357 D_fake: 0.031 +(epoch: 18, iters: 20228, time: 0.298, data: 0.019) G_GAN: 2.513 G_L1: 3.004 D_real: 0.268 D_fake: 0.090 +(epoch: 18, iters: 20328, time: 0.293, data: 0.017) G_GAN: 3.495 G_L1: 3.682 D_real: 0.232 D_fake: 0.030 +(epoch: 18, iters: 20428, time: 0.298, data: 0.020) G_GAN: 6.356 G_L1: 6.003 D_real: 0.082 D_fake: 0.010 +(epoch: 18, iters: 20528, time: 0.420, data: 0.024) G_GAN: 4.192 G_L1: 3.786 D_real: 0.015 D_fake: 0.046 +(epoch: 18, iters: 20628, time: 0.295, data: 0.018) G_GAN: 5.051 G_L1: 3.123 D_real: 0.069 D_fake: 0.187 +(epoch: 18, iters: 20728, time: 0.294, data: 0.016) G_GAN: 4.684 G_L1: 5.785 D_real: 0.296 D_fake: 0.053 +(epoch: 18, iters: 20828, time: 0.293, data: 0.016) G_GAN: 3.518 G_L1: 6.581 D_real: 0.323 D_fake: 0.024 +(epoch: 18, iters: 20928, time: 0.410, data: 0.016) G_GAN: 4.692 G_L1: 5.391 D_real: 0.068 D_fake: 0.102 +(epoch: 18, iters: 21028, time: 0.299, data: 0.018) G_GAN: 6.571 G_L1: 3.873 D_real: 0.052 D_fake: 0.392 +(epoch: 18, iters: 21128, time: 0.296, data: 0.017) G_GAN: 4.656 G_L1: 8.451 D_real: 0.006 D_fake: 0.389 +(epoch: 18, iters: 21228, time: 0.304, data: 0.017) G_GAN: 4.565 G_L1: 4.776 D_real: 0.101 D_fake: 0.270 +(epoch: 18, iters: 21328, time: 0.421, data: 0.017) G_GAN: 6.080 G_L1: 9.037 D_real: 0.109 D_fake: 0.010 +(epoch: 18, iters: 21428, time: 0.295, data: 0.019) G_GAN: 2.635 G_L1: 4.684 D_real: 0.629 D_fake: 0.154 +(epoch: 18, iters: 21528, time: 0.297, data: 0.016) G_GAN: 2.628 G_L1: 3.410 D_real: 0.295 D_fake: 0.117 +(epoch: 18, iters: 21628, time: 0.298, data: 0.016) G_GAN: 5.333 G_L1: 3.961 D_real: 0.004 D_fake: 0.084 +(epoch: 18, iters: 21728, time: 0.539, data: 0.017) G_GAN: 4.152 G_L1: 3.437 D_real: 0.097 D_fake: 0.312 +(epoch: 18, iters: 21828, time: 0.300, data: 0.019) G_GAN: 4.495 G_L1: 4.116 D_real: 0.101 D_fake: 0.023 +(epoch: 18, iters: 21928, time: 0.297, data: 0.019) G_GAN: 5.359 G_L1: 5.373 D_real: 0.303 D_fake: 0.012 +(epoch: 18, iters: 22028, time: 0.300, data: 0.020) G_GAN: 4.612 G_L1: 4.138 D_real: 0.140 D_fake: 0.310 +(epoch: 18, iters: 22128, time: 0.406, data: 0.020) G_GAN: 3.096 G_L1: 3.809 D_real: 0.283 D_fake: 0.076 +(epoch: 18, iters: 22228, time: 0.299, data: 0.021) G_GAN: 6.330 G_L1: 5.719 D_real: 0.004 D_fake: 0.749 +(epoch: 18, iters: 22328, time: 0.301, data: 0.017) G_GAN: 3.422 G_L1: 3.376 D_real: 0.484 D_fake: 0.233 +(epoch: 18, iters: 22428, time: 0.300, data: 0.016) G_GAN: 5.268 G_L1: 3.656 D_real: 0.056 D_fake: 0.247 +(epoch: 18, iters: 22528, time: 0.420, data: 0.016) G_GAN: 3.598 G_L1: 3.562 D_real: 0.463 D_fake: 0.024 +(epoch: 18, iters: 22628, time: 0.294, data: 0.018) G_GAN: 5.167 G_L1: 4.198 D_real: 0.007 D_fake: 0.082 +(epoch: 18, iters: 22728, time: 0.301, data: 0.017) G_GAN: 4.365 G_L1: 6.307 D_real: 0.029 D_fake: 0.093 +(epoch: 18, iters: 22828, time: 0.301, data: 0.018) G_GAN: 2.584 G_L1: 2.432 D_real: 0.237 D_fake: 0.341 +(epoch: 18, iters: 22928, time: 0.412, data: 0.017) G_GAN: 3.560 G_L1: 3.265 D_real: 0.071 D_fake: 0.281 +(epoch: 18, iters: 23028, time: 0.303, data: 0.019) G_GAN: 3.490 G_L1: 3.713 D_real: 0.013 D_fake: 0.183 +(epoch: 18, iters: 23128, time: 0.301, data: 0.017) G_GAN: 5.130 G_L1: 4.195 D_real: 0.015 D_fake: 0.119 +(epoch: 18, iters: 23228, time: 0.290, data: 0.023) G_GAN: 4.310 G_L1: 4.208 D_real: 3.449 D_fake: 0.005 +(epoch: 18, iters: 23328, time: 0.372, data: 0.015) G_GAN: 2.953 G_L1: 4.079 D_real: 0.247 D_fake: 0.131 +(epoch: 18, iters: 23428, time: 0.300, data: 0.017) G_GAN: 3.476 G_L1: 5.996 D_real: 0.022 D_fake: 0.325 +(epoch: 18, iters: 23528, time: 0.303, data: 0.018) G_GAN: 4.481 G_L1: 3.429 D_real: 0.064 D_fake: 0.055 +(epoch: 18, iters: 23628, time: 0.304, data: 0.025) G_GAN: 3.100 G_L1: 4.280 D_real: 0.091 D_fake: 0.082 +(epoch: 18, iters: 23728, time: 0.504, data: 0.018) G_GAN: 3.056 G_L1: 4.005 D_real: 0.467 D_fake: 0.115 +(epoch: 18, iters: 23828, time: 0.301, data: 0.018) G_GAN: 6.414 G_L1: 10.636 D_real: 0.163 D_fake: 0.356 +(epoch: 18, iters: 23928, time: 0.298, data: 0.018) G_GAN: 5.081 G_L1: 8.741 D_real: 0.670 D_fake: 0.006 +(epoch: 18, iters: 24028, time: 0.297, data: 0.017) G_GAN: 2.621 G_L1: 3.722 D_real: 0.233 D_fake: 0.168 +(epoch: 18, iters: 24128, time: 0.382, data: 0.017) G_GAN: 2.935 G_L1: 3.580 D_real: 0.003 D_fake: 0.294 +(epoch: 18, iters: 24228, time: 0.298, data: 0.019) G_GAN: 2.477 G_L1: 3.068 D_real: 0.347 D_fake: 0.204 +(epoch: 18, iters: 24328, time: 0.301, data: 0.016) G_GAN: 4.700 G_L1: 2.003 D_real: 0.018 D_fake: 0.350 +(epoch: 18, iters: 24428, time: 0.301, data: 0.021) G_GAN: 3.211 G_L1: 3.196 D_real: 0.402 D_fake: 0.107 +(epoch: 18, iters: 24528, time: 0.406, data: 0.016) G_GAN: 4.405 G_L1: 5.332 D_real: 0.374 D_fake: 0.428 +(epoch: 18, iters: 24628, time: 0.305, data: 0.018) G_GAN: 3.847 G_L1: 3.471 D_real: 0.280 D_fake: 0.059 +(epoch: 18, iters: 24728, time: 0.305, data: 0.018) G_GAN: 4.647 G_L1: 5.446 D_real: 0.158 D_fake: 0.025 +(epoch: 18, iters: 24828, time: 0.295, data: 0.020) G_GAN: 3.222 G_L1: 3.867 D_real: 0.225 D_fake: 0.056 +(epoch: 18, iters: 24928, time: 0.413, data: 0.018) G_GAN: 4.922 G_L1: 3.992 D_real: 0.112 D_fake: 0.218 +(epoch: 18, iters: 25028, time: 0.306, data: 0.021) G_GAN: 3.088 G_L1: 2.455 D_real: 0.073 D_fake: 0.486 +(epoch: 18, iters: 25128, time: 0.298, data: 0.018) G_GAN: 4.354 G_L1: 4.283 D_real: 0.002 D_fake: 0.121 +(epoch: 18, iters: 25228, time: 0.305, data: 0.019) G_GAN: 3.376 G_L1: 3.739 D_real: 0.489 D_fake: 0.020 +(epoch: 18, iters: 25328, time: 0.375, data: 0.018) G_GAN: 3.805 G_L1: 4.206 D_real: 1.264 D_fake: 0.066 +(epoch: 18, iters: 25428, time: 0.292, data: 0.019) G_GAN: 3.407 G_L1: 3.312 D_real: 0.830 D_fake: 0.042 +(epoch: 18, iters: 25528, time: 0.300, data: 0.017) G_GAN: 2.260 G_L1: 3.481 D_real: 0.203 D_fake: 0.162 +(epoch: 18, iters: 25628, time: 0.299, data: 0.018) G_GAN: 2.723 G_L1: 3.026 D_real: 0.855 D_fake: 0.152 +(epoch: 18, iters: 25728, time: 0.532, data: 0.017) G_GAN: 3.101 G_L1: 2.530 D_real: 0.043 D_fake: 0.771 +(epoch: 18, iters: 25828, time: 0.300, data: 0.017) G_GAN: 3.825 G_L1: 6.146 D_real: 0.001 D_fake: 0.142 +(epoch: 18, iters: 25928, time: 0.301, data: 0.016) G_GAN: 2.846 G_L1: 3.491 D_real: 0.507 D_fake: 0.058 +(epoch: 18, iters: 26028, time: 0.305, data: 0.021) G_GAN: 2.618 G_L1: 4.908 D_real: 0.333 D_fake: 0.097 +(epoch: 18, iters: 26128, time: 0.419, data: 0.019) G_GAN: 4.503 G_L1: 6.326 D_real: 0.036 D_fake: 0.033 +(epoch: 18, iters: 26228, time: 0.299, data: 0.024) G_GAN: 3.355 G_L1: 4.275 D_real: 0.364 D_fake: 0.115 +(epoch: 18, iters: 26328, time: 0.293, data: 0.017) G_GAN: 5.011 G_L1: 6.926 D_real: 0.036 D_fake: 0.226 +(epoch: 18, iters: 26428, time: 0.295, data: 0.017) G_GAN: 5.278 G_L1: 3.525 D_real: 0.144 D_fake: 0.409 +(epoch: 18, iters: 26528, time: 0.392, data: 0.018) G_GAN: 3.856 G_L1: 5.569 D_real: 0.008 D_fake: 0.189 +(epoch: 18, iters: 26628, time: 0.297, data: 0.020) G_GAN: 4.902 G_L1: 4.297 D_real: 0.165 D_fake: 0.037 +(epoch: 18, iters: 26728, time: 0.292, data: 0.018) G_GAN: 4.650 G_L1: 3.719 D_real: 0.022 D_fake: 0.275 +(epoch: 18, iters: 26828, time: 0.302, data: 0.017) G_GAN: 2.789 G_L1: 4.002 D_real: 0.754 D_fake: 0.047 +(epoch: 18, iters: 26928, time: 0.368, data: 0.017) G_GAN: 2.576 G_L1: 5.623 D_real: 0.259 D_fake: 0.402 +(epoch: 18, iters: 27028, time: 0.301, data: 0.016) G_GAN: 3.223 G_L1: 3.257 D_real: 0.065 D_fake: 0.413 +(epoch: 18, iters: 27128, time: 0.299, data: 0.019) G_GAN: 4.321 G_L1: 2.641 D_real: 0.062 D_fake: 0.506 +(epoch: 18, iters: 27228, time: 0.297, data: 0.018) G_GAN: 3.738 G_L1: 5.412 D_real: 0.034 D_fake: 0.083 +(epoch: 18, iters: 27328, time: 0.388, data: 0.017) G_GAN: 4.574 G_L1: 3.350 D_real: 0.024 D_fake: 0.032 +(epoch: 18, iters: 27428, time: 0.294, data: 0.018) G_GAN: 3.203 G_L1: 3.409 D_real: 0.062 D_fake: 0.431 +(epoch: 18, iters: 27528, time: 0.298, data: 0.015) G_GAN: 3.123 G_L1: 2.969 D_real: 0.356 D_fake: 0.120 +(epoch: 18, iters: 27628, time: 0.302, data: 0.018) G_GAN: 4.364 G_L1: 3.526 D_real: 0.628 D_fake: 0.009 +(epoch: 18, iters: 27728, time: 0.540, data: 0.018) G_GAN: 3.420 G_L1: 4.869 D_real: 0.284 D_fake: 0.082 +(epoch: 18, iters: 27828, time: 0.296, data: 0.018) G_GAN: 3.819 G_L1: 3.702 D_real: 0.168 D_fake: 0.053 +(epoch: 18, iters: 27928, time: 0.289, data: 0.017) G_GAN: 4.111 G_L1: 3.457 D_real: 0.056 D_fake: 0.054 +(epoch: 18, iters: 28028, time: 0.305, data: 0.017) G_GAN: 2.384 G_L1: 3.180 D_real: 0.475 D_fake: 0.122 +(epoch: 18, iters: 28128, time: 0.401, data: 0.017) G_GAN: 2.472 G_L1: 4.392 D_real: 0.436 D_fake: 0.039 +(epoch: 18, iters: 28228, time: 0.297, data: 0.018) G_GAN: 4.684 G_L1: 6.482 D_real: 0.008 D_fake: 0.186 +(epoch: 18, iters: 28328, time: 0.303, data: 0.017) G_GAN: 4.579 G_L1: 2.752 D_real: 0.001 D_fake: 0.241 +(epoch: 18, iters: 28428, time: 0.296, data: 0.018) G_GAN: 4.171 G_L1: 3.850 D_real: 0.012 D_fake: 0.152 +(epoch: 18, iters: 28528, time: 0.395, data: 0.021) G_GAN: 2.239 G_L1: 3.895 D_real: 0.665 D_fake: 0.042 +(epoch: 18, iters: 28628, time: 0.277, data: 0.021) G_GAN: 3.223 G_L1: 2.931 D_real: 0.115 D_fake: 0.344 +(epoch: 18, iters: 28728, time: 0.300, data: 0.017) G_GAN: 3.789 G_L1: 3.232 D_real: 0.062 D_fake: 0.181 +(epoch: 18, iters: 28828, time: 0.302, data: 0.019) G_GAN: 1.785 G_L1: 2.900 D_real: 0.696 D_fake: 0.173 +(epoch: 18, iters: 28928, time: 0.399, data: 0.017) G_GAN: 2.921 G_L1: 4.969 D_real: 0.039 D_fake: 0.066 +(epoch: 18, iters: 29028, time: 0.305, data: 0.020) G_GAN: 3.399 G_L1: 4.922 D_real: 0.249 D_fake: 0.330 +(epoch: 18, iters: 29128, time: 0.303, data: 0.018) G_GAN: 2.693 G_L1: 3.281 D_real: 0.150 D_fake: 0.148 +(epoch: 18, iters: 29228, time: 0.303, data: 0.018) G_GAN: 2.666 G_L1: 3.752 D_real: 0.367 D_fake: 0.292 +(epoch: 18, iters: 29328, time: 0.413, data: 0.017) G_GAN: 4.957 G_L1: 3.899 D_real: 0.031 D_fake: 0.061 +(epoch: 18, iters: 29428, time: 0.297, data: 0.019) G_GAN: 3.684 G_L1: 3.269 D_real: 0.032 D_fake: 0.190 +(epoch: 18, iters: 29528, time: 0.301, data: 0.019) G_GAN: 5.406 G_L1: 3.971 D_real: 0.408 D_fake: 0.009 +(epoch: 18, iters: 29628, time: 0.298, data: 0.017) G_GAN: 2.886 G_L1: 3.252 D_real: 0.173 D_fake: 0.117 +(epoch: 18, iters: 29728, time: 0.557, data: 0.018) G_GAN: 2.777 G_L1: 4.105 D_real: 0.115 D_fake: 0.104 +(epoch: 18, iters: 29828, time: 0.302, data: 0.026) G_GAN: 4.201 G_L1: 3.968 D_real: 0.169 D_fake: 0.030 +(epoch: 18, iters: 29928, time: 0.298, data: 0.016) G_GAN: 4.673 G_L1: 4.733 D_real: 0.014 D_fake: 0.033 +(epoch: 18, iters: 30028, time: 0.291, data: 0.017) G_GAN: 3.722 G_L1: 3.640 D_real: 0.241 D_fake: 0.296 +(epoch: 18, iters: 30128, time: 0.409, data: 0.015) G_GAN: 3.805 G_L1: 3.285 D_real: 0.128 D_fake: 0.447 +(epoch: 18, iters: 30228, time: 0.298, data: 0.017) G_GAN: 4.340 G_L1: 3.345 D_real: 0.210 D_fake: 0.471 +(epoch: 18, iters: 30328, time: 0.291, data: 0.017) G_GAN: 6.825 G_L1: 4.911 D_real: 0.090 D_fake: 0.396 +(epoch: 18, iters: 30428, time: 0.301, data: 0.018) G_GAN: 3.562 G_L1: 3.495 D_real: 0.502 D_fake: 0.041 +(epoch: 18, iters: 30528, time: 0.406, data: 0.016) G_GAN: 4.832 G_L1: 3.655 D_real: 0.015 D_fake: 0.038 +(epoch: 18, iters: 30628, time: 0.295, data: 0.023) G_GAN: 3.556 G_L1: 5.450 D_real: 0.297 D_fake: 0.048 +(epoch: 18, iters: 30728, time: 0.284, data: 0.019) G_GAN: 3.383 G_L1: 3.871 D_real: 0.504 D_fake: 0.057 +(epoch: 18, iters: 30828, time: 0.288, data: 0.014) G_GAN: 3.012 G_L1: 4.775 D_real: 0.168 D_fake: 0.077 +(epoch: 18, iters: 30928, time: 0.393, data: 0.016) G_GAN: 5.074 G_L1: 3.362 D_real: 0.052 D_fake: 0.257 +(epoch: 18, iters: 31028, time: 0.292, data: 0.017) G_GAN: 5.862 G_L1: 3.725 D_real: 0.055 D_fake: 0.017 +(epoch: 18, iters: 31128, time: 0.292, data: 0.016) G_GAN: 4.547 G_L1: 4.583 D_real: 0.011 D_fake: 0.254 +(epoch: 18, iters: 31228, time: 0.283, data: 0.016) G_GAN: 5.275 G_L1: 5.296 D_real: 0.061 D_fake: 0.184 +(epoch: 18, iters: 31328, time: 0.409, data: 0.023) G_GAN: 5.979 G_L1: 4.292 D_real: 0.074 D_fake: 0.252 +(epoch: 18, iters: 31428, time: 0.285, data: 0.018) G_GAN: 3.005 G_L1: 4.390 D_real: 0.162 D_fake: 0.156 +(epoch: 18, iters: 31528, time: 0.294, data: 0.016) G_GAN: 5.551 G_L1: 3.442 D_real: 0.021 D_fake: 0.599 +(epoch: 18, iters: 31628, time: 0.286, data: 0.015) G_GAN: 3.632 G_L1: 4.111 D_real: 0.388 D_fake: 0.251 +(epoch: 18, iters: 31728, time: 0.496, data: 0.014) G_GAN: 5.422 G_L1: 4.331 D_real: 0.059 D_fake: 0.127 +(epoch: 18, iters: 31828, time: 0.290, data: 0.017) G_GAN: 2.372 G_L1: 3.471 D_real: 0.400 D_fake: 0.183 +(epoch: 18, iters: 31928, time: 0.293, data: 0.017) G_GAN: 1.271 G_L1: 3.183 D_real: 0.748 D_fake: 0.080 +(epoch: 18, iters: 32028, time: 0.287, data: 0.016) G_GAN: 3.187 G_L1: 4.074 D_real: 0.091 D_fake: 0.177 +(epoch: 18, iters: 32128, time: 0.413, data: 0.017) G_GAN: 3.058 G_L1: 3.484 D_real: 0.114 D_fake: 0.415 +(epoch: 18, iters: 32228, time: 0.299, data: 0.020) G_GAN: 2.218 G_L1: 3.363 D_real: 0.314 D_fake: 0.221 +(epoch: 18, iters: 32328, time: 0.299, data: 0.016) G_GAN: 7.326 G_L1: 3.439 D_real: 0.043 D_fake: 0.135 +(epoch: 18, iters: 32428, time: 0.288, data: 0.018) G_GAN: 3.765 G_L1: 3.184 D_real: 0.284 D_fake: 0.930 +(epoch: 18, iters: 32528, time: 0.411, data: 0.018) G_GAN: 3.987 G_L1: 4.131 D_real: 0.230 D_fake: 0.368 +(epoch: 18, iters: 32628, time: 0.294, data: 0.018) G_GAN: 4.851 G_L1: 4.209 D_real: 0.006 D_fake: 0.092 +(epoch: 18, iters: 32728, time: 0.304, data: 0.016) G_GAN: 6.426 G_L1: 8.824 D_real: 0.007 D_fake: 0.376 +(epoch: 18, iters: 32828, time: 0.297, data: 0.017) G_GAN: 4.278 G_L1: 3.129 D_real: 0.240 D_fake: 0.044 +(epoch: 18, iters: 32928, time: 0.417, data: 0.016) G_GAN: 2.576 G_L1: 4.166 D_real: 0.068 D_fake: 0.133 +(epoch: 18, iters: 33028, time: 0.295, data: 0.025) G_GAN: 3.392 G_L1: 2.866 D_real: 0.486 D_fake: 0.024 +(epoch: 18, iters: 33128, time: 0.288, data: 0.015) G_GAN: 2.924 G_L1: 3.766 D_real: 0.027 D_fake: 0.262 +(epoch: 18, iters: 33228, time: 0.297, data: 0.021) G_GAN: 3.820 G_L1: 4.352 D_real: 0.386 D_fake: 0.073 +(epoch: 18, iters: 33328, time: 0.411, data: 0.021) G_GAN: 5.156 G_L1: 3.974 D_real: 0.236 D_fake: 0.014 +(epoch: 18, iters: 33428, time: 0.302, data: 0.017) G_GAN: 3.982 G_L1: 3.752 D_real: 0.122 D_fake: 0.057 +(epoch: 18, iters: 33528, time: 0.288, data: 0.018) G_GAN: 4.343 G_L1: 6.780 D_real: 0.202 D_fake: 0.512 +(epoch: 18, iters: 33628, time: 0.286, data: 0.020) G_GAN: 4.882 G_L1: 6.907 D_real: 0.277 D_fake: 0.064 +(epoch: 18, iters: 33728, time: 0.518, data: 0.016) G_GAN: 6.087 G_L1: 5.624 D_real: 0.021 D_fake: 0.248 +(epoch: 18, iters: 33828, time: 0.293, data: 0.019) G_GAN: 4.230 G_L1: 3.401 D_real: 0.020 D_fake: 0.067 +(epoch: 18, iters: 33928, time: 0.306, data: 0.018) G_GAN: 2.497 G_L1: 3.523 D_real: 0.026 D_fake: 0.394 +(epoch: 18, iters: 34028, time: 0.300, data: 0.016) G_GAN: 3.187 G_L1: 3.758 D_real: 0.235 D_fake: 0.315 +(epoch: 18, iters: 34128, time: 0.413, data: 0.017) G_GAN: 4.147 G_L1: 6.469 D_real: 0.137 D_fake: 0.056 +(epoch: 18, iters: 34228, time: 0.291, data: 0.017) G_GAN: 3.507 G_L1: 5.445 D_real: 0.005 D_fake: 0.135 +(epoch: 18, iters: 34328, time: 0.301, data: 0.019) G_GAN: 4.038 G_L1: 5.088 D_real: 0.115 D_fake: 0.056 +(epoch: 18, iters: 34428, time: 0.292, data: 0.018) G_GAN: 3.036 G_L1: 3.693 D_real: 0.389 D_fake: 0.108 +(epoch: 18, iters: 34528, time: 0.418, data: 0.017) G_GAN: 3.650 G_L1: 4.025 D_real: 0.035 D_fake: 0.323 +(epoch: 18, iters: 34628, time: 0.297, data: 0.020) G_GAN: 4.032 G_L1: 2.263 D_real: 0.396 D_fake: 0.050 +(epoch: 18, iters: 34728, time: 0.282, data: 0.017) G_GAN: 4.457 G_L1: 6.270 D_real: 0.005 D_fake: 0.111 +(epoch: 18, iters: 34828, time: 0.300, data: 0.018) G_GAN: 3.295 G_L1: 4.123 D_real: 0.031 D_fake: 0.129 +(epoch: 18, iters: 34928, time: 0.412, data: 0.018) G_GAN: 4.668 G_L1: 3.701 D_real: 0.062 D_fake: 0.074 +(epoch: 18, iters: 35028, time: 0.302, data: 0.018) G_GAN: 3.211 G_L1: 4.943 D_real: 0.259 D_fake: 0.263 +(epoch: 18, iters: 35128, time: 0.283, data: 0.017) G_GAN: 4.365 G_L1: 3.435 D_real: 0.005 D_fake: 0.298 +(epoch: 18, iters: 35228, time: 0.299, data: 0.016) G_GAN: 5.200 G_L1: 4.555 D_real: 0.039 D_fake: 0.061 +(epoch: 18, iters: 35328, time: 0.393, data: 0.020) G_GAN: 4.944 G_L1: 4.513 D_real: 0.067 D_fake: 0.061 +(epoch: 18, iters: 35428, time: 0.278, data: 0.019) G_GAN: 5.801 G_L1: 5.440 D_real: 0.006 D_fake: 0.025 +(epoch: 18, iters: 35528, time: 0.292, data: 0.014) G_GAN: 5.071 G_L1: 3.497 D_real: 0.285 D_fake: 0.080 +(epoch: 18, iters: 35628, time: 0.301, data: 0.017) G_GAN: 3.601 G_L1: 2.973 D_real: 0.015 D_fake: 0.148 +(epoch: 18, iters: 35728, time: 0.495, data: 0.017) G_GAN: 3.616 G_L1: 3.390 D_real: 0.095 D_fake: 0.096 +(epoch: 18, iters: 35828, time: 0.298, data: 0.019) G_GAN: 3.270 G_L1: 3.007 D_real: 0.047 D_fake: 0.401 +(epoch: 18, iters: 35928, time: 0.294, data: 0.019) G_GAN: 4.355 G_L1: 5.022 D_real: 0.048 D_fake: 0.073 +(epoch: 18, iters: 36028, time: 0.293, data: 0.019) G_GAN: 5.723 G_L1: 6.832 D_real: 0.039 D_fake: 0.453 +(epoch: 18, iters: 36128, time: 0.412, data: 0.015) G_GAN: 3.919 G_L1: 3.864 D_real: 0.175 D_fake: 0.549 +(epoch: 18, iters: 36228, time: 0.299, data: 0.017) G_GAN: 5.950 G_L1: 5.501 D_real: 0.024 D_fake: 0.009 +(epoch: 18, iters: 36328, time: 0.288, data: 0.015) G_GAN: 5.109 G_L1: 5.540 D_real: 0.478 D_fake: 0.013 +(epoch: 18, iters: 36428, time: 0.302, data: 0.014) G_GAN: 3.969 G_L1: 3.267 D_real: 0.686 D_fake: 0.038 +(epoch: 18, iters: 36528, time: 0.364, data: 0.017) G_GAN: 5.000 G_L1: 4.548 D_real: 0.157 D_fake: 0.054 +(epoch: 18, iters: 36628, time: 0.283, data: 0.017) G_GAN: 4.361 G_L1: 5.536 D_real: 0.101 D_fake: 0.307 +(epoch: 18, iters: 36728, time: 0.299, data: 0.016) G_GAN: 6.031 G_L1: 7.239 D_real: 0.034 D_fake: 0.015 +(epoch: 18, iters: 36828, time: 0.301, data: 0.017) G_GAN: 3.981 G_L1: 3.761 D_real: 0.075 D_fake: 0.101 +(epoch: 18, iters: 36928, time: 0.417, data: 0.018) G_GAN: 5.027 G_L1: 9.135 D_real: 0.016 D_fake: 0.045 +(epoch: 18, iters: 37028, time: 0.299, data: 0.019) G_GAN: 4.937 G_L1: 5.578 D_real: 0.061 D_fake: 0.380 +(epoch: 18, iters: 37128, time: 0.283, data: 0.017) G_GAN: 3.463 G_L1: 4.796 D_real: 0.809 D_fake: 0.067 +(epoch: 18, iters: 37228, time: 0.300, data: 0.016) G_GAN: 7.288 G_L1: 3.989 D_real: 0.169 D_fake: 0.348 +(epoch: 18, iters: 37328, time: 0.410, data: 0.018) G_GAN: 5.199 G_L1: 8.420 D_real: 0.247 D_fake: 0.022 +(epoch: 18, iters: 37428, time: 0.288, data: 0.019) G_GAN: 5.584 G_L1: 4.310 D_real: 0.021 D_fake: 0.050 +(epoch: 18, iters: 37528, time: 0.294, data: 0.016) G_GAN: 4.974 G_L1: 3.842 D_real: 0.051 D_fake: 0.028 +(epoch: 18, iters: 37628, time: 0.292, data: 0.019) G_GAN: 2.808 G_L1: 3.450 D_real: 0.383 D_fake: 0.135 +(epoch: 18, iters: 37728, time: 0.553, data: 0.016) G_GAN: 3.620 G_L1: 3.350 D_real: 0.173 D_fake: 0.074 +(epoch: 18, iters: 37828, time: 0.303, data: 0.018) G_GAN: 3.056 G_L1: 2.939 D_real: 0.263 D_fake: 0.110 +(epoch: 18, iters: 37928, time: 0.307, data: 0.016) G_GAN: 3.131 G_L1: 2.707 D_real: 0.609 D_fake: 0.060 +(epoch: 18, iters: 38028, time: 0.294, data: 0.018) G_GAN: 4.077 G_L1: 4.345 D_real: 0.044 D_fake: 0.327 +(epoch: 18, iters: 38128, time: 0.399, data: 0.020) G_GAN: 2.204 G_L1: 4.199 D_real: 0.603 D_fake: 0.187 +(epoch: 18, iters: 38228, time: 0.301, data: 0.018) G_GAN: 3.681 G_L1: 6.770 D_real: 0.252 D_fake: 0.094 +(epoch: 18, iters: 38328, time: 0.303, data: 0.017) G_GAN: 3.816 G_L1: 4.155 D_real: 0.082 D_fake: 0.048 +(epoch: 18, iters: 38428, time: 0.299, data: 0.018) G_GAN: 6.680 G_L1: 2.835 D_real: 0.003 D_fake: 0.007 +(epoch: 18, iters: 38528, time: 0.387, data: 0.017) G_GAN: 3.927 G_L1: 3.425 D_real: 0.106 D_fake: 0.139 +(epoch: 18, iters: 38628, time: 0.305, data: 0.017) G_GAN: 5.078 G_L1: 4.123 D_real: 0.089 D_fake: 0.064 +(epoch: 18, iters: 38728, time: 0.295, data: 0.018) G_GAN: 3.695 G_L1: 4.388 D_real: 0.149 D_fake: 0.041 +(epoch: 18, iters: 38828, time: 0.296, data: 0.016) G_GAN: 3.428 G_L1: 4.087 D_real: 0.001 D_fake: 0.215 +(epoch: 18, iters: 38928, time: 0.400, data: 0.020) G_GAN: 4.547 G_L1: 4.423 D_real: 0.024 D_fake: 0.180 +(epoch: 18, iters: 39028, time: 0.300, data: 0.018) G_GAN: 3.963 G_L1: 3.963 D_real: 0.206 D_fake: 0.630 +(epoch: 18, iters: 39128, time: 0.300, data: 0.018) G_GAN: 2.757 G_L1: 4.086 D_real: 0.325 D_fake: 0.046 +(epoch: 18, iters: 39228, time: 0.276, data: 0.017) G_GAN: 5.247 G_L1: 7.916 D_real: 0.159 D_fake: 0.088 +(epoch: 18, iters: 39328, time: 0.385, data: 0.015) G_GAN: 4.601 G_L1: 4.486 D_real: 0.038 D_fake: 0.060 +(epoch: 18, iters: 39428, time: 0.289, data: 0.017) G_GAN: 3.466 G_L1: 3.330 D_real: 0.142 D_fake: 0.066 +(epoch: 18, iters: 39528, time: 0.281, data: 0.015) G_GAN: 3.829 G_L1: 2.675 D_real: 0.031 D_fake: 0.524 +(epoch: 18, iters: 39628, time: 0.287, data: 0.014) G_GAN: 4.745 G_L1: 3.752 D_real: 0.037 D_fake: 0.064 +(epoch: 18, iters: 39728, time: 0.554, data: 0.020) G_GAN: 3.213 G_L1: 3.638 D_real: 0.214 D_fake: 0.184 +(epoch: 18, iters: 39828, time: 0.287, data: 0.019) G_GAN: 7.049 G_L1: 6.425 D_real: 0.053 D_fake: 0.039 +(epoch: 18, iters: 39928, time: 0.289, data: 0.017) G_GAN: 2.185 G_L1: 4.022 D_real: 0.423 D_fake: 0.286 +(epoch: 18, iters: 40028, time: 0.292, data: 0.017) G_GAN: 5.097 G_L1: 4.468 D_real: 0.008 D_fake: 0.101 +(epoch: 18, iters: 40128, time: 0.404, data: 0.016) G_GAN: 5.210 G_L1: 7.280 D_real: 0.015 D_fake: 0.082 +(epoch: 18, iters: 40228, time: 0.293, data: 0.018) G_GAN: 3.658 G_L1: 4.568 D_real: 0.028 D_fake: 0.190 +(epoch: 18, iters: 40328, time: 0.287, data: 0.017) G_GAN: 2.939 G_L1: 2.787 D_real: 0.210 D_fake: 0.107 +(epoch: 18, iters: 40428, time: 0.294, data: 0.017) G_GAN: 4.520 G_L1: 5.553 D_real: 0.120 D_fake: 0.392 +(epoch: 18, iters: 40528, time: 0.417, data: 0.019) G_GAN: 2.641 G_L1: 2.639 D_real: 0.174 D_fake: 0.138 +(epoch: 18, iters: 40628, time: 0.291, data: 0.020) G_GAN: 3.080 G_L1: 3.829 D_real: 0.024 D_fake: 0.169 +(epoch: 18, iters: 40728, time: 0.287, data: 0.017) G_GAN: 3.250 G_L1: 3.477 D_real: 0.025 D_fake: 0.192 +(epoch: 18, iters: 40828, time: 0.298, data: 0.017) G_GAN: 4.982 G_L1: 3.482 D_real: 0.031 D_fake: 0.031 +(epoch: 18, iters: 40928, time: 0.379, data: 0.017) G_GAN: 4.546 G_L1: 4.013 D_real: 0.705 D_fake: 0.248 +(epoch: 18, iters: 41028, time: 0.299, data: 0.017) G_GAN: 3.640 G_L1: 4.227 D_real: 0.819 D_fake: 0.016 +(epoch: 18, iters: 41128, time: 0.298, data: 0.018) G_GAN: 5.267 G_L1: 7.821 D_real: 0.010 D_fake: 0.084 +(epoch: 18, iters: 41228, time: 0.301, data: 0.015) G_GAN: 4.485 G_L1: 5.007 D_real: 0.034 D_fake: 0.224 +(epoch: 18, iters: 41328, time: 0.398, data: 0.017) G_GAN: 3.746 G_L1: 3.882 D_real: 0.030 D_fake: 0.133 +(epoch: 18, iters: 41428, time: 0.299, data: 0.017) G_GAN: 2.773 G_L1: 3.025 D_real: 0.296 D_fake: 0.080 +(epoch: 18, iters: 41528, time: 0.294, data: 0.018) G_GAN: 2.490 G_L1: 3.076 D_real: 0.705 D_fake: 0.078 +(epoch: 18, iters: 41628, time: 0.298, data: 0.015) G_GAN: 3.659 G_L1: 3.374 D_real: 0.092 D_fake: 0.115 +(epoch: 18, iters: 41728, time: 0.552, data: 0.018) G_GAN: 3.901 G_L1: 3.603 D_real: 0.112 D_fake: 0.129 +(epoch: 18, iters: 41828, time: 0.299, data: 0.018) G_GAN: 6.236 G_L1: 4.027 D_real: 0.454 D_fake: 0.006 +(epoch: 18, iters: 41928, time: 0.301, data: 0.017) G_GAN: 4.281 G_L1: 8.219 D_real: 0.278 D_fake: 0.025 +(epoch: 18, iters: 42028, time: 0.294, data: 0.017) G_GAN: 2.344 G_L1: 4.548 D_real: 0.158 D_fake: 0.849 +(epoch: 18, iters: 42128, time: 0.405, data: 0.019) G_GAN: 3.365 G_L1: 4.557 D_real: 0.593 D_fake: 0.086 +(epoch: 18, iters: 42228, time: 0.301, data: 0.018) G_GAN: 3.531 G_L1: 3.100 D_real: 0.109 D_fake: 0.375 +(epoch: 18, iters: 42328, time: 0.296, data: 0.016) G_GAN: 3.965 G_L1: 3.468 D_real: 0.065 D_fake: 0.458 +(epoch: 18, iters: 42428, time: 0.292, data: 0.016) G_GAN: 4.265 G_L1: 4.149 D_real: 0.008 D_fake: 0.222 +(epoch: 18, iters: 42528, time: 0.409, data: 0.041) G_GAN: 4.277 G_L1: 4.219 D_real: 0.081 D_fake: 0.104 +(epoch: 18, iters: 42628, time: 0.292, data: 0.018) G_GAN: 3.973 G_L1: 4.671 D_real: 0.031 D_fake: 0.106 +(epoch: 18, iters: 42728, time: 0.285, data: 0.015) G_GAN: 4.933 G_L1: 4.718 D_real: 0.079 D_fake: 0.028 +(epoch: 18, iters: 42828, time: 0.302, data: 0.016) G_GAN: 3.726 G_L1: 4.686 D_real: 0.172 D_fake: 0.117 +(epoch: 18, iters: 42928, time: 0.404, data: 0.019) G_GAN: 3.474 G_L1: 4.197 D_real: 0.115 D_fake: 0.374 +(epoch: 18, iters: 43028, time: 0.295, data: 0.018) G_GAN: 4.396 G_L1: 3.612 D_real: 0.161 D_fake: 0.033 +(epoch: 18, iters: 43128, time: 0.299, data: 0.017) G_GAN: 2.101 G_L1: 3.821 D_real: 0.603 D_fake: 0.141 +(epoch: 18, iters: 43228, time: 0.300, data: 0.018) G_GAN: 5.015 G_L1: 4.090 D_real: 0.030 D_fake: 0.043 +(epoch: 18, iters: 43328, time: 0.396, data: 0.016) G_GAN: 4.316 G_L1: 4.565 D_real: 0.020 D_fake: 0.064 +(epoch: 18, iters: 43428, time: 0.300, data: 0.025) G_GAN: 4.122 G_L1: 4.396 D_real: 0.027 D_fake: 0.402 +(epoch: 18, iters: 43528, time: 0.307, data: 0.023) G_GAN: 3.373 G_L1: 3.424 D_real: 0.005 D_fake: 0.263 +(epoch: 18, iters: 43628, time: 0.300, data: 0.017) G_GAN: 3.329 G_L1: 2.802 D_real: 0.067 D_fake: 0.178 +(epoch: 18, iters: 43728, time: 0.553, data: 0.018) G_GAN: 6.775 G_L1: 4.176 D_real: 0.220 D_fake: 0.185 +(epoch: 18, iters: 43828, time: 0.295, data: 0.018) G_GAN: 4.555 G_L1: 3.726 D_real: 0.019 D_fake: 0.027 +(epoch: 18, iters: 43928, time: 0.299, data: 0.017) G_GAN: 3.091 G_L1: 4.971 D_real: 0.080 D_fake: 0.170 +(epoch: 18, iters: 44028, time: 0.284, data: 0.017) G_GAN: 4.698 G_L1: 4.270 D_real: 0.220 D_fake: 0.161 +(epoch: 18, iters: 44128, time: 0.400, data: 0.015) G_GAN: 3.246 G_L1: 3.602 D_real: 0.308 D_fake: 0.177 +(epoch: 18, iters: 44228, time: 0.291, data: 0.017) G_GAN: 3.365 G_L1: 3.812 D_real: 0.068 D_fake: 0.171 +(epoch: 18, iters: 44328, time: 0.299, data: 0.020) G_GAN: 3.417 G_L1: 5.385 D_real: 0.077 D_fake: 0.196 +(epoch: 18, iters: 44428, time: 0.295, data: 0.020) G_GAN: 4.488 G_L1: 4.819 D_real: 0.002 D_fake: 0.131 +(epoch: 18, iters: 44528, time: 0.388, data: 0.019) G_GAN: 3.802 G_L1: 2.649 D_real: 0.057 D_fake: 0.169 +(epoch: 18, iters: 44628, time: 0.301, data: 0.019) G_GAN: 4.412 G_L1: 4.279 D_real: 0.360 D_fake: 0.143 +(epoch: 18, iters: 44728, time: 0.303, data: 0.022) G_GAN: 3.604 G_L1: 4.521 D_real: 0.023 D_fake: 0.168 +(epoch: 18, iters: 44828, time: 0.302, data: 0.019) G_GAN: 5.815 G_L1: 4.067 D_real: 0.003 D_fake: 0.186 +(epoch: 18, iters: 44928, time: 0.426, data: 0.017) G_GAN: 5.290 G_L1: 4.395 D_real: 0.060 D_fake: 0.083 +(epoch: 18, iters: 45028, time: 0.295, data: 0.019) G_GAN: 3.315 G_L1: 3.628 D_real: 0.283 D_fake: 0.049 +(epoch: 18, iters: 45128, time: 0.288, data: 0.017) G_GAN: 3.385 G_L1: 4.165 D_real: 0.151 D_fake: 0.137 +(epoch: 18, iters: 45228, time: 0.303, data: 0.016) G_GAN: 2.985 G_L1: 3.759 D_real: 0.148 D_fake: 0.173 +(epoch: 18, iters: 45328, time: 0.411, data: 0.019) G_GAN: 5.962 G_L1: 4.549 D_real: 0.070 D_fake: 0.013 +(epoch: 18, iters: 45428, time: 0.304, data: 0.025) G_GAN: 3.822 G_L1: 3.632 D_real: 0.147 D_fake: 0.035 +(epoch: 18, iters: 45528, time: 0.305, data: 0.019) G_GAN: 3.096 G_L1: 4.814 D_real: 0.393 D_fake: 0.222 +(epoch: 18, iters: 45628, time: 0.297, data: 0.017) G_GAN: 3.218 G_L1: 2.906 D_real: 0.088 D_fake: 0.228 +(epoch: 18, iters: 45728, time: 0.540, data: 0.017) G_GAN: 4.643 G_L1: 3.324 D_real: 0.263 D_fake: 0.030 +(epoch: 18, iters: 45828, time: 0.297, data: 0.018) G_GAN: 4.171 G_L1: 3.415 D_real: 0.109 D_fake: 0.056 +(epoch: 18, iters: 45928, time: 0.304, data: 0.018) G_GAN: 3.167 G_L1: 4.361 D_real: 0.018 D_fake: 0.085 +(epoch: 18, iters: 46028, time: 0.310, data: 0.019) G_GAN: 4.854 G_L1: 3.509 D_real: 0.521 D_fake: 0.029 +(epoch: 18, iters: 46128, time: 0.412, data: 0.018) G_GAN: 5.050 G_L1: 5.243 D_real: 0.029 D_fake: 0.582 +(epoch: 18, iters: 46228, time: 0.292, data: 0.018) G_GAN: 3.740 G_L1: 3.766 D_real: 0.040 D_fake: 0.058 +(epoch: 18, iters: 46328, time: 0.298, data: 0.020) G_GAN: 3.857 G_L1: 3.756 D_real: 0.028 D_fake: 0.224 +(epoch: 18, iters: 46428, time: 0.298, data: 0.018) G_GAN: 4.754 G_L1: 3.956 D_real: 0.300 D_fake: 0.022 +(epoch: 18, iters: 46528, time: 0.406, data: 0.018) G_GAN: 3.509 G_L1: 4.531 D_real: 0.205 D_fake: 0.070 +(epoch: 18, iters: 46628, time: 0.305, data: 0.022) G_GAN: 4.276 G_L1: 4.727 D_real: 0.166 D_fake: 0.221 +(epoch: 18, iters: 46728, time: 0.306, data: 0.016) G_GAN: 3.737 G_L1: 3.671 D_real: 0.250 D_fake: 0.055 +(epoch: 18, iters: 46828, time: 0.307, data: 0.018) G_GAN: 3.014 G_L1: 5.715 D_real: 0.327 D_fake: 0.271 +(epoch: 18, iters: 46928, time: 0.423, data: 0.018) G_GAN: 5.231 G_L1: 3.230 D_real: 0.093 D_fake: 0.036 +(epoch: 18, iters: 47028, time: 0.304, data: 0.020) G_GAN: 3.860 G_L1: 4.436 D_real: 0.307 D_fake: 0.041 +(epoch: 18, iters: 47128, time: 0.301, data: 0.019) G_GAN: 3.642 G_L1: 5.693 D_real: 0.074 D_fake: 0.140 +(epoch: 18, iters: 47228, time: 0.278, data: 0.018) G_GAN: 5.046 G_L1: 4.931 D_real: 0.301 D_fake: 0.130 +(epoch: 18, iters: 47328, time: 0.403, data: 0.019) G_GAN: 3.388 G_L1: 3.767 D_real: 0.899 D_fake: 0.017 +(epoch: 18, iters: 47428, time: 0.300, data: 0.018) G_GAN: 3.718 G_L1: 3.421 D_real: 0.050 D_fake: 0.128 +(epoch: 18, iters: 47528, time: 0.305, data: 0.020) G_GAN: 2.217 G_L1: 4.727 D_real: 0.828 D_fake: 0.023 +(epoch: 18, iters: 47628, time: 0.294, data: 0.022) G_GAN: 5.743 G_L1: 4.106 D_real: 0.005 D_fake: 0.045 +(epoch: 18, iters: 47728, time: 0.543, data: 0.017) G_GAN: 4.126 G_L1: 3.532 D_real: 0.271 D_fake: 0.216 +(epoch: 18, iters: 47828, time: 0.307, data: 0.020) G_GAN: 3.689 G_L1: 4.701 D_real: 0.002 D_fake: 0.344 +(epoch: 18, iters: 47928, time: 0.303, data: 0.018) G_GAN: 5.863 G_L1: 4.574 D_real: 0.202 D_fake: 0.010 +(epoch: 18, iters: 48028, time: 0.307, data: 0.018) G_GAN: 4.954 G_L1: 4.849 D_real: 0.024 D_fake: 0.225 +(epoch: 18, iters: 48128, time: 0.412, data: 0.018) G_GAN: 1.723 G_L1: 3.103 D_real: 1.818 D_fake: 0.076 +(epoch: 18, iters: 48228, time: 0.301, data: 0.019) G_GAN: 3.493 G_L1: 3.547 D_real: 0.046 D_fake: 0.066 +(epoch: 18, iters: 48328, time: 0.297, data: 0.020) G_GAN: 4.499 G_L1: 3.718 D_real: 0.023 D_fake: 0.517 +(epoch: 18, iters: 48428, time: 0.302, data: 0.017) G_GAN: 5.608 G_L1: 5.160 D_real: 0.125 D_fake: 0.136 +(epoch: 18, iters: 48528, time: 0.413, data: 0.018) G_GAN: 2.006 G_L1: 4.080 D_real: 0.679 D_fake: 0.291 +(epoch: 18, iters: 48628, time: 0.305, data: 0.021) G_GAN: 2.588 G_L1: 3.935 D_real: 0.881 D_fake: 0.019 +(epoch: 18, iters: 48728, time: 0.297, data: 0.018) G_GAN: 3.805 G_L1: 6.627 D_real: 0.007 D_fake: 0.073 +(epoch: 18, iters: 48828, time: 0.304, data: 0.018) G_GAN: 3.269 G_L1: 6.648 D_real: 0.547 D_fake: 0.043 +(epoch: 18, iters: 48928, time: 0.411, data: 0.018) G_GAN: 4.071 G_L1: 4.643 D_real: 0.043 D_fake: 0.058 +(epoch: 18, iters: 49028, time: 0.298, data: 0.019) G_GAN: 6.244 G_L1: 4.246 D_real: 0.363 D_fake: 0.008 +(epoch: 18, iters: 49128, time: 0.286, data: 0.018) G_GAN: 6.568 G_L1: 4.218 D_real: 0.044 D_fake: 0.030 +(epoch: 18, iters: 49228, time: 0.294, data: 0.015) G_GAN: 3.620 G_L1: 2.873 D_real: 0.144 D_fake: 0.077 +(epoch: 18, iters: 49328, time: 0.407, data: 0.018) G_GAN: 3.282 G_L1: 4.908 D_real: 0.232 D_fake: 0.138 +(epoch: 18, iters: 49428, time: 0.298, data: 0.019) G_GAN: 5.696 G_L1: 9.032 D_real: 0.100 D_fake: 0.019 +(epoch: 18, iters: 49528, time: 0.304, data: 0.018) G_GAN: 4.155 G_L1: 4.213 D_real: 0.002 D_fake: 0.035 +(epoch: 18, iters: 49628, time: 0.296, data: 0.017) G_GAN: 5.043 G_L1: 6.596 D_real: 0.942 D_fake: 0.313 +(epoch: 18, iters: 49728, time: 0.537, data: 0.016) G_GAN: 4.465 G_L1: 3.405 D_real: 0.023 D_fake: 0.226 +(epoch: 18, iters: 49828, time: 0.303, data: 0.020) G_GAN: 5.076 G_L1: 7.412 D_real: 0.018 D_fake: 0.171 +(epoch: 18, iters: 49928, time: 0.290, data: 0.018) G_GAN: 5.701 G_L1: 7.189 D_real: 0.019 D_fake: 0.009 +(epoch: 18, iters: 50028, time: 0.299, data: 0.016) G_GAN: 2.075 G_L1: 4.135 D_real: 0.378 D_fake: 0.134 +(epoch: 18, iters: 50128, time: 0.373, data: 0.019) G_GAN: 4.516 G_L1: 3.807 D_real: 0.046 D_fake: 0.120 +(epoch: 18, iters: 50228, time: 0.298, data: 0.018) G_GAN: 2.944 G_L1: 5.563 D_real: 0.318 D_fake: 0.120 +(epoch: 18, iters: 50328, time: 0.294, data: 0.017) G_GAN: 5.054 G_L1: 2.712 D_real: 0.054 D_fake: 0.228 +(epoch: 18, iters: 50428, time: 0.304, data: 0.017) G_GAN: 3.701 G_L1: 4.194 D_real: 0.008 D_fake: 0.152 +(epoch: 18, iters: 50528, time: 0.377, data: 0.018) G_GAN: 4.294 G_L1: 4.166 D_real: 0.472 D_fake: 0.042 +(epoch: 18, iters: 50628, time: 0.303, data: 0.017) G_GAN: 6.267 G_L1: 4.753 D_real: 0.070 D_fake: 0.005 +(epoch: 18, iters: 50728, time: 0.299, data: 0.018) G_GAN: 4.983 G_L1: 7.759 D_real: 0.001 D_fake: 0.052 +(epoch: 18, iters: 50828, time: 0.300, data: 0.017) G_GAN: 6.056 G_L1: 4.187 D_real: 0.004 D_fake: 0.019 +(epoch: 18, iters: 50928, time: 0.423, data: 0.019) G_GAN: 3.812 G_L1: 5.747 D_real: 0.003 D_fake: 0.132 +(epoch: 18, iters: 51028, time: 0.304, data: 0.019) G_GAN: 4.508 G_L1: 3.209 D_real: 0.018 D_fake: 0.435 +(epoch: 18, iters: 51128, time: 0.294, data: 0.018) G_GAN: 4.854 G_L1: 3.901 D_real: 0.013 D_fake: 0.082 +(epoch: 18, iters: 51228, time: 0.309, data: 0.017) G_GAN: 5.169 G_L1: 3.107 D_real: 0.117 D_fake: 0.058 +(epoch: 18, iters: 51328, time: 0.391, data: 0.019) G_GAN: 2.499 G_L1: 4.164 D_real: 1.161 D_fake: 0.209 +(epoch: 18, iters: 51428, time: 0.307, data: 0.019) G_GAN: 3.888 G_L1: 3.699 D_real: 0.021 D_fake: 0.102 +(epoch: 18, iters: 51528, time: 0.294, data: 0.018) G_GAN: 4.735 G_L1: 3.974 D_real: 0.013 D_fake: 0.214 +(epoch: 18, iters: 51628, time: 0.291, data: 0.017) G_GAN: 3.490 G_L1: 7.208 D_real: 0.074 D_fake: 0.118 +(epoch: 18, iters: 51728, time: 0.548, data: 0.016) G_GAN: 3.383 G_L1: 4.823 D_real: 0.194 D_fake: 0.148 +(epoch: 18, iters: 51828, time: 0.302, data: 0.019) G_GAN: 2.611 G_L1: 3.591 D_real: 0.336 D_fake: 0.058 +(epoch: 18, iters: 51928, time: 0.309, data: 0.017) G_GAN: 3.812 G_L1: 4.848 D_real: 0.038 D_fake: 0.116 +(epoch: 18, iters: 52028, time: 0.298, data: 0.018) G_GAN: 5.186 G_L1: 3.284 D_real: 0.077 D_fake: 0.039 +(epoch: 18, iters: 52128, time: 0.372, data: 0.016) G_GAN: 3.372 G_L1: 3.423 D_real: 0.014 D_fake: 0.460 +(epoch: 18, iters: 52228, time: 0.307, data: 0.026) G_GAN: 5.228 G_L1: 4.564 D_real: 0.005 D_fake: 0.317 +(epoch: 18, iters: 52328, time: 0.307, data: 0.018) G_GAN: 3.908 G_L1: 4.725 D_real: 0.553 D_fake: 1.375 +(epoch: 18, iters: 52428, time: 0.302, data: 0.018) G_GAN: 4.447 G_L1: 4.148 D_real: 0.080 D_fake: 0.115 +(epoch: 18, iters: 52528, time: 0.401, data: 0.021) G_GAN: 3.450 G_L1: 3.495 D_real: 0.468 D_fake: 0.091 +(epoch: 18, iters: 52628, time: 0.304, data: 0.018) G_GAN: 4.184 G_L1: 3.189 D_real: 0.026 D_fake: 0.169 +(epoch: 18, iters: 52728, time: 0.309, data: 0.017) G_GAN: 3.608 G_L1: 3.560 D_real: 0.605 D_fake: 0.070 +(epoch: 18, iters: 52828, time: 0.279, data: 0.019) G_GAN: 7.943 G_L1: 5.435 D_real: 0.482 D_fake: 0.009 +(epoch: 18, iters: 52928, time: 0.416, data: 0.016) G_GAN: 6.118 G_L1: 4.727 D_real: 0.092 D_fake: 0.007 +(epoch: 18, iters: 53028, time: 0.295, data: 0.020) G_GAN: 3.909 G_L1: 3.397 D_real: 0.208 D_fake: 0.060 +(epoch: 18, iters: 53128, time: 0.300, data: 0.018) G_GAN: 4.624 G_L1: 3.552 D_real: 0.132 D_fake: 0.024 +(epoch: 18, iters: 53228, time: 0.305, data: 0.017) G_GAN: 4.476 G_L1: 9.297 D_real: 0.071 D_fake: 0.389 +(epoch: 18, iters: 53328, time: 0.419, data: 0.018) G_GAN: 1.994 G_L1: 4.744 D_real: 0.742 D_fake: 0.273 +(epoch: 18, iters: 53428, time: 0.297, data: 0.020) G_GAN: 5.773 G_L1: 4.094 D_real: 0.069 D_fake: 0.054 +(epoch: 18, iters: 53528, time: 0.290, data: 0.017) G_GAN: 4.888 G_L1: 4.824 D_real: 0.036 D_fake: 0.035 +(epoch: 18, iters: 53628, time: 0.300, data: 0.016) G_GAN: 3.746 G_L1: 3.290 D_real: 0.023 D_fake: 0.083 +(epoch: 18, iters: 53728, time: 0.502, data: 0.017) G_GAN: 3.900 G_L1: 3.407 D_real: 0.348 D_fake: 0.038 +(epoch: 18, iters: 53828, time: 0.296, data: 0.018) G_GAN: 2.654 G_L1: 3.483 D_real: 0.326 D_fake: 0.143 +(epoch: 18, iters: 53928, time: 0.302, data: 0.017) G_GAN: 3.973 G_L1: 6.673 D_real: 0.214 D_fake: 0.099 +(epoch: 18, iters: 54028, time: 0.295, data: 0.017) G_GAN: 3.234 G_L1: 5.121 D_real: 0.029 D_fake: 0.200 +(epoch: 18, iters: 54128, time: 0.391, data: 0.017) G_GAN: 3.459 G_L1: 2.885 D_real: 0.015 D_fake: 0.129 +(epoch: 18, iters: 54228, time: 0.295, data: 0.016) G_GAN: 3.524 G_L1: 3.771 D_real: 0.037 D_fake: 0.168 +(epoch: 18, iters: 54328, time: 0.296, data: 0.018) G_GAN: 3.163 G_L1: 3.176 D_real: 0.202 D_fake: 0.051 +(epoch: 18, iters: 54428, time: 0.301, data: 0.018) G_GAN: 4.204 G_L1: 5.225 D_real: 0.048 D_fake: 0.183 +(epoch: 18, iters: 54528, time: 0.403, data: 0.019) G_GAN: 3.637 G_L1: 5.091 D_real: 0.107 D_fake: 0.238 +(epoch: 18, iters: 54628, time: 0.304, data: 0.020) G_GAN: 3.378 G_L1: 3.420 D_real: 0.124 D_fake: 0.089 +(epoch: 18, iters: 54728, time: 0.293, data: 0.018) G_GAN: 3.849 G_L1: 5.813 D_real: 0.100 D_fake: 0.116 +(epoch: 18, iters: 54828, time: 0.300, data: 0.019) G_GAN: 3.773 G_L1: 5.269 D_real: 0.067 D_fake: 0.109 +(epoch: 18, iters: 54928, time: 0.418, data: 0.017) G_GAN: 3.820 G_L1: 4.338 D_real: 0.183 D_fake: 0.083 +(epoch: 18, iters: 55028, time: 0.301, data: 0.018) G_GAN: 4.340 G_L1: 4.107 D_real: 0.138 D_fake: 0.021 +(epoch: 18, iters: 55128, time: 0.291, data: 0.017) G_GAN: 3.755 G_L1: 2.766 D_real: 0.055 D_fake: 0.209 +(epoch: 18, iters: 55228, time: 0.295, data: 0.016) G_GAN: 2.345 G_L1: 3.051 D_real: 0.352 D_fake: 0.120 +(epoch: 18, iters: 55328, time: 0.395, data: 0.017) G_GAN: 4.420 G_L1: 3.333 D_real: 0.039 D_fake: 0.238 +(epoch: 18, iters: 55428, time: 0.292, data: 0.017) G_GAN: 4.415 G_L1: 3.470 D_real: 0.008 D_fake: 0.130 +(epoch: 18, iters: 55528, time: 0.305, data: 0.017) G_GAN: 3.295 G_L1: 6.072 D_real: 1.096 D_fake: 0.059 +(epoch: 18, iters: 55628, time: 0.296, data: 0.017) G_GAN: 4.660 G_L1: 6.108 D_real: 0.188 D_fake: 0.051 +(epoch: 18, iters: 55728, time: 0.544, data: 0.016) G_GAN: 3.517 G_L1: 3.235 D_real: 0.291 D_fake: 0.045 +(epoch: 18, iters: 55828, time: 0.299, data: 0.018) G_GAN: 4.536 G_L1: 9.920 D_real: 0.331 D_fake: 0.016 +(epoch: 18, iters: 55928, time: 0.300, data: 0.016) G_GAN: 3.094 G_L1: 3.574 D_real: 0.014 D_fake: 0.192 +(epoch: 18, iters: 56028, time: 0.290, data: 0.020) G_GAN: 2.165 G_L1: 2.758 D_real: 0.407 D_fake: 0.183 +(epoch: 18, iters: 56128, time: 0.422, data: 0.016) G_GAN: 2.664 G_L1: 5.408 D_real: 0.756 D_fake: 0.065 +(epoch: 18, iters: 56228, time: 0.300, data: 0.017) G_GAN: 3.052 G_L1: 3.637 D_real: 0.609 D_fake: 0.174 +(epoch: 18, iters: 56328, time: 0.305, data: 0.016) G_GAN: 4.721 G_L1: 3.709 D_real: 0.009 D_fake: 0.446 +(epoch: 18, iters: 56428, time: 0.297, data: 0.016) G_GAN: 3.019 G_L1: 3.970 D_real: 0.228 D_fake: 0.072 +(epoch: 18, iters: 56528, time: 0.407, data: 0.018) G_GAN: 2.653 G_L1: 4.002 D_real: 0.577 D_fake: 0.058 +(epoch: 18, iters: 56628, time: 0.298, data: 0.018) G_GAN: 2.949 G_L1: 3.191 D_real: 0.611 D_fake: 0.076 +(epoch: 18, iters: 56728, time: 0.301, data: 0.017) G_GAN: 5.409 G_L1: 5.739 D_real: 0.023 D_fake: 0.073 +(epoch: 18, iters: 56828, time: 0.292, data: 0.017) G_GAN: 5.001 G_L1: 5.426 D_real: 0.022 D_fake: 0.226 +(epoch: 18, iters: 56928, time: 0.409, data: 0.015) G_GAN: 3.766 G_L1: 4.147 D_real: 0.127 D_fake: 0.067 +(epoch: 18, iters: 57028, time: 0.305, data: 0.020) G_GAN: 3.637 G_L1: 3.486 D_real: 0.009 D_fake: 0.393 +(epoch: 18, iters: 57128, time: 0.303, data: 0.019) G_GAN: 2.797 G_L1: 3.220 D_real: 0.038 D_fake: 0.234 +(epoch: 18, iters: 57228, time: 0.288, data: 0.016) G_GAN: 3.622 G_L1: 4.715 D_real: 0.057 D_fake: 0.120 +(epoch: 18, iters: 57328, time: 0.385, data: 0.016) G_GAN: 4.332 G_L1: 3.459 D_real: 0.084 D_fake: 0.183 +(epoch: 18, iters: 57428, time: 0.303, data: 0.016) G_GAN: 8.204 G_L1: 4.924 D_real: 0.126 D_fake: 0.003 +(epoch: 18, iters: 57528, time: 0.287, data: 0.022) G_GAN: 2.603 G_L1: 4.141 D_real: 0.500 D_fake: 0.038 +(epoch: 18, iters: 57628, time: 0.300, data: 0.016) G_GAN: 3.035 G_L1: 2.747 D_real: 0.096 D_fake: 0.083 +(epoch: 18, iters: 57728, time: 0.484, data: 0.019) G_GAN: 2.906 G_L1: 1.808 D_real: 0.266 D_fake: 0.322 +(epoch: 18, iters: 57828, time: 0.295, data: 0.018) G_GAN: 4.194 G_L1: 3.973 D_real: 0.219 D_fake: 0.257 +(epoch: 18, iters: 57928, time: 0.272, data: 0.016) G_GAN: 3.995 G_L1: 4.539 D_real: 0.314 D_fake: 0.083 +(epoch: 18, iters: 58028, time: 0.301, data: 0.016) G_GAN: 3.439 G_L1: 4.535 D_real: 0.177 D_fake: 0.038 +(epoch: 18, iters: 58128, time: 0.401, data: 0.023) G_GAN: 3.954 G_L1: 7.582 D_real: 0.065 D_fake: 0.302 +(epoch: 18, iters: 58228, time: 0.294, data: 0.017) G_GAN: 3.680 G_L1: 3.148 D_real: 0.192 D_fake: 0.072 +(epoch: 18, iters: 58328, time: 0.298, data: 0.019) G_GAN: 3.619 G_L1: 4.435 D_real: 0.008 D_fake: 0.403 +(epoch: 18, iters: 58428, time: 0.283, data: 0.019) G_GAN: 2.912 G_L1: 4.391 D_real: 0.188 D_fake: 0.165 +(epoch: 18, iters: 58528, time: 0.398, data: 0.017) G_GAN: 3.433 G_L1: 4.079 D_real: 0.178 D_fake: 0.320 +(epoch: 18, iters: 58628, time: 0.305, data: 0.018) G_GAN: 3.991 G_L1: 5.485 D_real: 0.324 D_fake: 0.033 +(epoch: 18, iters: 58728, time: 0.300, data: 0.018) G_GAN: 4.331 G_L1: 4.957 D_real: 0.003 D_fake: 0.166 +(epoch: 18, iters: 58828, time: 0.301, data: 0.018) G_GAN: 2.434 G_L1: 4.093 D_real: 0.239 D_fake: 0.156 +(epoch: 18, iters: 58928, time: 0.409, data: 0.017) G_GAN: 4.186 G_L1: 3.912 D_real: 0.273 D_fake: 0.012 +(epoch: 18, iters: 59028, time: 0.293, data: 0.019) G_GAN: 3.956 G_L1: 3.489 D_real: 0.280 D_fake: 0.033 +(epoch: 18, iters: 59128, time: 0.299, data: 0.017) G_GAN: 4.190 G_L1: 4.425 D_real: 0.115 D_fake: 0.056 +(epoch: 18, iters: 59228, time: 0.279, data: 0.018) G_GAN: 5.351 G_L1: 3.968 D_real: 0.693 D_fake: 0.015 +(epoch: 18, iters: 59328, time: 0.398, data: 0.015) G_GAN: 3.198 G_L1: 8.093 D_real: 0.147 D_fake: 0.118 +(epoch: 18, iters: 59428, time: 0.290, data: 0.019) G_GAN: 3.614 G_L1: 3.691 D_real: 0.093 D_fake: 0.137 +(epoch: 18, iters: 59528, time: 0.299, data: 0.015) G_GAN: 5.176 G_L1: 4.919 D_real: 0.077 D_fake: 1.021 +(epoch: 18, iters: 59628, time: 0.303, data: 0.017) G_GAN: 4.659 G_L1: 4.384 D_real: 0.133 D_fake: 0.073 +(epoch: 18, iters: 59728, time: 0.565, data: 0.019) G_GAN: 5.039 G_L1: 5.334 D_real: 0.442 D_fake: 0.031 +(epoch: 18, iters: 59828, time: 0.298, data: 0.020) G_GAN: 3.078 G_L1: 3.544 D_real: 0.048 D_fake: 0.369 +(epoch: 18, iters: 59928, time: 0.304, data: 0.017) G_GAN: 4.282 G_L1: 3.858 D_real: 0.028 D_fake: 0.058 +(epoch: 19, iters: 12, time: 0.298, data: 0.017) G_GAN: 5.852 G_L1: 4.591 D_real: 0.073 D_fake: 0.604 +(epoch: 19, iters: 112, time: 0.544, data: 0.017) G_GAN: 4.687 G_L1: 4.405 D_real: 0.019 D_fake: 0.131 +(epoch: 19, iters: 212, time: 0.302, data: 0.019) G_GAN: 4.018 G_L1: 3.121 D_real: 0.052 D_fake: 0.082 +(epoch: 19, iters: 312, time: 0.294, data: 0.021) G_GAN: 1.759 G_L1: 3.258 D_real: 0.890 D_fake: 0.050 +(epoch: 19, iters: 412, time: 0.298, data: 0.018) G_GAN: 6.194 G_L1: 4.472 D_real: 0.406 D_fake: 0.004 +(epoch: 19, iters: 512, time: 0.415, data: 0.017) G_GAN: 3.177 G_L1: 2.561 D_real: 0.167 D_fake: 0.237 +(epoch: 19, iters: 612, time: 0.291, data: 0.019) G_GAN: 5.032 G_L1: 6.604 D_real: 0.012 D_fake: 0.039 +(epoch: 19, iters: 712, time: 0.301, data: 0.018) G_GAN: 5.209 G_L1: 8.384 D_real: 0.027 D_fake: 0.421 +(epoch: 19, iters: 812, time: 0.295, data: 0.018) G_GAN: 4.825 G_L1: 4.849 D_real: 0.113 D_fake: 0.045 +(epoch: 19, iters: 912, time: 0.383, data: 0.019) G_GAN: 3.430 G_L1: 4.515 D_real: 0.063 D_fake: 0.304 +(epoch: 19, iters: 1012, time: 0.299, data: 0.020) G_GAN: 4.394 G_L1: 4.173 D_real: 0.044 D_fake: 0.034 +(epoch: 19, iters: 1112, time: 0.301, data: 0.018) G_GAN: 3.749 G_L1: 3.277 D_real: 0.039 D_fake: 0.127 +(epoch: 19, iters: 1212, time: 0.299, data: 0.018) G_GAN: 3.683 G_L1: 2.302 D_real: 0.170 D_fake: 0.219 +(epoch: 19, iters: 1312, time: 0.412, data: 0.018) G_GAN: 3.820 G_L1: 4.594 D_real: 0.020 D_fake: 0.121 +(epoch: 19, iters: 1412, time: 0.287, data: 0.020) G_GAN: 3.955 G_L1: 3.076 D_real: 0.049 D_fake: 0.242 +(epoch: 19, iters: 1512, time: 0.282, data: 0.017) G_GAN: 3.469 G_L1: 3.802 D_real: 0.181 D_fake: 0.058 +(epoch: 19, iters: 1612, time: 0.296, data: 0.020) G_GAN: 4.496 G_L1: 3.564 D_real: 0.258 D_fake: 0.049 +(epoch: 19, iters: 1712, time: 0.537, data: 0.017) G_GAN: 4.420 G_L1: 3.315 D_real: 0.122 D_fake: 0.574 +(epoch: 19, iters: 1812, time: 0.301, data: 0.019) G_GAN: 3.375 G_L1: 3.347 D_real: 0.158 D_fake: 0.043 +(epoch: 19, iters: 1912, time: 0.296, data: 0.018) G_GAN: 4.342 G_L1: 4.470 D_real: 0.114 D_fake: 0.115 +(epoch: 19, iters: 2012, time: 0.293, data: 0.018) G_GAN: 4.369 G_L1: 2.240 D_real: 0.063 D_fake: 0.110 +(epoch: 19, iters: 2112, time: 0.401, data: 0.016) G_GAN: 4.482 G_L1: 3.202 D_real: 0.009 D_fake: 0.513 +(epoch: 19, iters: 2212, time: 0.292, data: 0.020) G_GAN: 2.427 G_L1: 3.769 D_real: 0.522 D_fake: 0.158 +(epoch: 19, iters: 2312, time: 0.303, data: 0.023) G_GAN: 3.671 G_L1: 3.135 D_real: 0.103 D_fake: 0.836 +(epoch: 19, iters: 2412, time: 0.295, data: 0.017) G_GAN: 2.921 G_L1: 3.797 D_real: 0.173 D_fake: 0.145 +(epoch: 19, iters: 2512, time: 0.391, data: 0.017) G_GAN: 3.487 G_L1: 4.826 D_real: 0.000 D_fake: 0.273 +(epoch: 19, iters: 2612, time: 0.281, data: 0.019) G_GAN: 5.461 G_L1: 4.399 D_real: 0.002 D_fake: 0.722 +(epoch: 19, iters: 2712, time: 0.299, data: 0.014) G_GAN: 4.043 G_L1: 2.997 D_real: 0.005 D_fake: 0.349 +(epoch: 19, iters: 2812, time: 0.300, data: 0.016) G_GAN: 3.846 G_L1: 3.888 D_real: 0.134 D_fake: 0.117 +(epoch: 19, iters: 2912, time: 0.421, data: 0.018) G_GAN: 3.955 G_L1: 4.879 D_real: 0.042 D_fake: 0.350 +(epoch: 19, iters: 3012, time: 0.301, data: 0.019) G_GAN: 4.543 G_L1: 4.202 D_real: 0.070 D_fake: 0.105 +(epoch: 19, iters: 3112, time: 0.291, data: 0.019) G_GAN: 3.399 G_L1: 7.621 D_real: 0.003 D_fake: 0.324 +(epoch: 19, iters: 3212, time: 0.303, data: 0.016) G_GAN: 5.057 G_L1: 7.939 D_real: 0.200 D_fake: 0.060 +(epoch: 19, iters: 3312, time: 0.400, data: 0.017) G_GAN: 3.304 G_L1: 3.529 D_real: 0.032 D_fake: 0.224 +(epoch: 19, iters: 3412, time: 0.305, data: 0.017) G_GAN: 3.738 G_L1: 4.621 D_real: 0.003 D_fake: 0.315 +(epoch: 19, iters: 3512, time: 0.299, data: 0.016) G_GAN: 2.965 G_L1: 2.865 D_real: 0.406 D_fake: 0.124 +(epoch: 19, iters: 3612, time: 0.284, data: 0.022) G_GAN: 4.701 G_L1: 5.066 D_real: 0.244 D_fake: 0.025 +(epoch: 19, iters: 3712, time: 0.552, data: 0.016) G_GAN: 3.085 G_L1: 3.694 D_real: 0.128 D_fake: 0.286 +(epoch: 19, iters: 3812, time: 0.298, data: 0.018) G_GAN: 3.752 G_L1: 2.761 D_real: 0.504 D_fake: 0.097 +(epoch: 19, iters: 3912, time: 0.290, data: 0.016) G_GAN: 4.145 G_L1: 4.980 D_real: 0.130 D_fake: 0.077 +(epoch: 19, iters: 4012, time: 0.286, data: 0.015) G_GAN: 3.549 G_L1: 2.576 D_real: 0.235 D_fake: 0.037 +(epoch: 19, iters: 4112, time: 0.414, data: 0.017) G_GAN: 4.287 G_L1: 5.003 D_real: 0.295 D_fake: 0.281 +(epoch: 19, iters: 4212, time: 0.302, data: 0.017) G_GAN: 4.875 G_L1: 6.417 D_real: 0.119 D_fake: 0.148 +(epoch: 19, iters: 4312, time: 0.281, data: 0.017) G_GAN: 1.941 G_L1: 3.822 D_real: 0.348 D_fake: 0.156 +(epoch: 19, iters: 4412, time: 0.297, data: 0.016) G_GAN: 4.498 G_L1: 3.588 D_real: 0.089 D_fake: 0.802 +(epoch: 19, iters: 4512, time: 0.415, data: 0.016) G_GAN: 3.177 G_L1: 4.030 D_real: 0.720 D_fake: 0.161 +(epoch: 19, iters: 4612, time: 0.301, data: 0.018) G_GAN: 3.810 G_L1: 3.821 D_real: 0.131 D_fake: 0.048 +(epoch: 19, iters: 4712, time: 0.303, data: 0.016) G_GAN: 3.647 G_L1: 4.476 D_real: 0.033 D_fake: 0.039 +(epoch: 19, iters: 4812, time: 0.277, data: 0.019) G_GAN: 3.484 G_L1: 5.113 D_real: 0.007 D_fake: 0.446 +(epoch: 19, iters: 4912, time: 0.409, data: 0.013) G_GAN: 3.589 G_L1: 3.651 D_real: 0.277 D_fake: 0.352 +(epoch: 19, iters: 5012, time: 0.304, data: 0.017) G_GAN: 4.689 G_L1: 4.757 D_real: 0.075 D_fake: 0.209 +(epoch: 19, iters: 5112, time: 0.299, data: 0.018) G_GAN: 3.901 G_L1: 6.237 D_real: 0.174 D_fake: 0.086 +(epoch: 19, iters: 5212, time: 0.288, data: 0.019) G_GAN: 3.002 G_L1: 4.038 D_real: 0.039 D_fake: 0.190 +(epoch: 19, iters: 5312, time: 0.412, data: 0.015) G_GAN: 3.432 G_L1: 3.450 D_real: 0.064 D_fake: 0.202 +(epoch: 19, iters: 5412, time: 0.296, data: 0.018) G_GAN: 3.526 G_L1: 4.144 D_real: 0.205 D_fake: 0.059 +(epoch: 19, iters: 5512, time: 0.296, data: 0.017) G_GAN: 5.959 G_L1: 7.258 D_real: 0.238 D_fake: 0.008 +(epoch: 19, iters: 5612, time: 0.300, data: 0.017) G_GAN: 3.229 G_L1: 6.044 D_real: 0.163 D_fake: 0.093 +(epoch: 19, iters: 5712, time: 0.553, data: 0.018) G_GAN: 3.906 G_L1: 3.892 D_real: 0.025 D_fake: 0.090 +(epoch: 19, iters: 5812, time: 0.301, data: 0.017) G_GAN: 4.417 G_L1: 5.161 D_real: 0.073 D_fake: 0.033 +(epoch: 19, iters: 5912, time: 0.284, data: 0.018) G_GAN: 3.125 G_L1: 2.686 D_real: 0.476 D_fake: 0.071 +(epoch: 19, iters: 6012, time: 0.296, data: 0.020) G_GAN: 4.513 G_L1: 6.844 D_real: 0.130 D_fake: 0.345 +(epoch: 19, iters: 6112, time: 0.405, data: 0.018) G_GAN: 6.490 G_L1: 4.194 D_real: 0.087 D_fake: 0.009 +(epoch: 19, iters: 6212, time: 0.266, data: 0.018) G_GAN: 4.665 G_L1: 4.278 D_real: 0.022 D_fake: 0.023 +(epoch: 19, iters: 6312, time: 0.297, data: 0.016) G_GAN: 6.000 G_L1: 8.953 D_real: 0.002 D_fake: 0.013 +(epoch: 19, iters: 6412, time: 0.292, data: 0.018) G_GAN: 3.397 G_L1: 2.753 D_real: 0.105 D_fake: 0.120 +(epoch: 19, iters: 6512, time: 0.412, data: 0.017) G_GAN: 3.933 G_L1: 4.101 D_real: 0.151 D_fake: 0.224 +(epoch: 19, iters: 6612, time: 0.303, data: 0.024) G_GAN: 3.898 G_L1: 3.782 D_real: 0.142 D_fake: 0.116 +(epoch: 19, iters: 6712, time: 0.305, data: 0.018) G_GAN: 4.232 G_L1: 3.942 D_real: 0.080 D_fake: 0.185 +(epoch: 19, iters: 6812, time: 0.294, data: 0.019) G_GAN: 3.978 G_L1: 3.408 D_real: 0.074 D_fake: 0.201 +(epoch: 19, iters: 6912, time: 0.404, data: 0.021) G_GAN: 4.047 G_L1: 3.791 D_real: 0.050 D_fake: 0.181 +(epoch: 19, iters: 7012, time: 0.294, data: 0.016) G_GAN: 3.447 G_L1: 4.133 D_real: 0.385 D_fake: 0.111 +(epoch: 19, iters: 7112, time: 0.297, data: 0.017) G_GAN: 4.305 G_L1: 4.998 D_real: 0.356 D_fake: 0.032 +(epoch: 19, iters: 7212, time: 0.273, data: 0.024) G_GAN: 3.588 G_L1: 4.664 D_real: 0.011 D_fake: 0.185 +(epoch: 19, iters: 7312, time: 0.368, data: 0.017) G_GAN: 4.663 G_L1: 7.802 D_real: 0.143 D_fake: 0.215 +(epoch: 19, iters: 7412, time: 0.292, data: 0.017) G_GAN: 3.268 G_L1: 9.913 D_real: 0.484 D_fake: 0.558 +(epoch: 19, iters: 7512, time: 0.299, data: 0.018) G_GAN: 4.531 G_L1: 4.061 D_real: 0.291 D_fake: 0.060 +(epoch: 19, iters: 7612, time: 0.302, data: 0.020) G_GAN: 2.928 G_L1: 3.988 D_real: 0.046 D_fake: 0.314 +(epoch: 19, iters: 7712, time: 0.546, data: 0.018) G_GAN: 3.995 G_L1: 3.000 D_real: 0.102 D_fake: 0.042 +(epoch: 19, iters: 7812, time: 0.303, data: 0.019) G_GAN: 3.352 G_L1: 4.389 D_real: 0.321 D_fake: 0.296 +(epoch: 19, iters: 7912, time: 0.293, data: 0.017) G_GAN: 5.160 G_L1: 4.212 D_real: 0.276 D_fake: 0.035 +(epoch: 19, iters: 8012, time: 0.308, data: 0.015) G_GAN: 2.473 G_L1: 4.334 D_real: 0.197 D_fake: 0.372 +(epoch: 19, iters: 8112, time: 0.412, data: 0.017) G_GAN: 3.555 G_L1: 3.641 D_real: 0.284 D_fake: 0.033 +(epoch: 19, iters: 8212, time: 0.298, data: 0.019) G_GAN: 4.266 G_L1: 4.140 D_real: 0.101 D_fake: 0.026 +(epoch: 19, iters: 8312, time: 0.296, data: 0.018) G_GAN: 6.265 G_L1: 3.280 D_real: 0.009 D_fake: 1.237 +(epoch: 19, iters: 8412, time: 0.302, data: 0.031) G_GAN: 3.904 G_L1: 2.927 D_real: 0.421 D_fake: 0.047 +(epoch: 19, iters: 8512, time: 0.408, data: 0.018) G_GAN: 3.413 G_L1: 4.203 D_real: 0.864 D_fake: 0.045 +(epoch: 19, iters: 8612, time: 0.298, data: 0.019) G_GAN: 4.319 G_L1: 3.810 D_real: 0.002 D_fake: 0.056 +(epoch: 19, iters: 8712, time: 0.279, data: 0.016) G_GAN: 4.287 G_L1: 3.286 D_real: 0.041 D_fake: 0.054 +(epoch: 19, iters: 8812, time: 0.279, data: 0.015) G_GAN: 2.746 G_L1: 2.891 D_real: 0.163 D_fake: 0.368 +(epoch: 19, iters: 8912, time: 0.406, data: 0.013) G_GAN: 5.392 G_L1: 4.774 D_real: 0.020 D_fake: 0.048 +(epoch: 19, iters: 9012, time: 0.284, data: 0.019) G_GAN: 3.428 G_L1: 2.945 D_real: 0.320 D_fake: 0.362 +(epoch: 19, iters: 9112, time: 0.297, data: 0.014) G_GAN: 4.138 G_L1: 5.650 D_real: 0.018 D_fake: 0.192 +(epoch: 19, iters: 9212, time: 0.286, data: 0.017) G_GAN: 4.429 G_L1: 5.261 D_real: 0.001 D_fake: 0.144 +(epoch: 19, iters: 9312, time: 0.415, data: 0.020) G_GAN: 4.718 G_L1: 5.038 D_real: 0.389 D_fake: 0.082 +(epoch: 19, iters: 9412, time: 0.300, data: 0.019) G_GAN: 2.846 G_L1: 4.478 D_real: 0.849 D_fake: 0.014 +(epoch: 19, iters: 9512, time: 0.282, data: 0.021) G_GAN: 3.731 G_L1: 3.713 D_real: 0.000 D_fake: 0.399 +(epoch: 19, iters: 9612, time: 0.302, data: 0.015) G_GAN: 4.110 G_L1: 5.648 D_real: 0.083 D_fake: 0.225 +(epoch: 19, iters: 9712, time: 0.554, data: 0.017) G_GAN: 3.834 G_L1: 3.112 D_real: 0.499 D_fake: 0.026 +(epoch: 19, iters: 9812, time: 0.291, data: 0.021) G_GAN: 3.152 G_L1: 4.031 D_real: 0.101 D_fake: 0.300 +(epoch: 19, iters: 9912, time: 0.302, data: 0.016) G_GAN: 4.172 G_L1: 4.301 D_real: 0.192 D_fake: 0.151 +(epoch: 19, iters: 10012, time: 0.291, data: 0.017) G_GAN: 2.702 G_L1: 3.391 D_real: 0.130 D_fake: 0.079 +(epoch: 19, iters: 10112, time: 0.412, data: 0.016) G_GAN: 3.103 G_L1: 2.445 D_real: 0.356 D_fake: 0.118 +(epoch: 19, iters: 10212, time: 0.292, data: 0.016) G_GAN: 4.616 G_L1: 4.461 D_real: 0.007 D_fake: 0.045 +(epoch: 19, iters: 10312, time: 0.295, data: 0.016) G_GAN: 3.618 G_L1: 3.581 D_real: 0.384 D_fake: 0.048 +(epoch: 19, iters: 10412, time: 0.297, data: 0.017) G_GAN: 3.483 G_L1: 4.316 D_real: 0.076 D_fake: 0.130 +(epoch: 19, iters: 10512, time: 0.418, data: 0.015) G_GAN: 4.019 G_L1: 7.335 D_real: 0.098 D_fake: 0.077 +(epoch: 19, iters: 10612, time: 0.289, data: 0.019) G_GAN: 4.827 G_L1: 6.102 D_real: 0.149 D_fake: 0.029 +(epoch: 19, iters: 10712, time: 0.293, data: 0.016) G_GAN: 3.447 G_L1: 4.149 D_real: 0.439 D_fake: 0.231 +(epoch: 19, iters: 10812, time: 0.283, data: 0.015) G_GAN: 4.400 G_L1: 4.634 D_real: 0.044 D_fake: 0.055 +(epoch: 19, iters: 10912, time: 0.407, data: 0.015) G_GAN: 4.576 G_L1: 3.394 D_real: 0.185 D_fake: 0.071 +(epoch: 19, iters: 11012, time: 0.293, data: 0.017) G_GAN: 3.703 G_L1: 5.108 D_real: 0.584 D_fake: 0.047 +(epoch: 19, iters: 11112, time: 0.289, data: 0.017) G_GAN: 4.812 G_L1: 2.934 D_real: 0.109 D_fake: 0.073 +(epoch: 19, iters: 11212, time: 0.296, data: 0.016) G_GAN: 3.325 G_L1: 3.415 D_real: 0.817 D_fake: 0.088 +(epoch: 19, iters: 11312, time: 0.423, data: 0.017) G_GAN: 4.601 G_L1: 3.895 D_real: 0.013 D_fake: 0.154 +(epoch: 19, iters: 11412, time: 0.302, data: 0.018) G_GAN: 4.573 G_L1: 5.047 D_real: 0.048 D_fake: 0.176 +(epoch: 19, iters: 11512, time: 0.297, data: 0.018) G_GAN: 3.429 G_L1: 5.147 D_real: 0.340 D_fake: 0.109 +(epoch: 19, iters: 11612, time: 0.299, data: 0.016) G_GAN: 3.424 G_L1: 3.513 D_real: 0.239 D_fake: 0.351 +(epoch: 19, iters: 11712, time: 0.539, data: 0.016) G_GAN: 3.244 G_L1: 3.703 D_real: 0.043 D_fake: 0.201 +(epoch: 19, iters: 11812, time: 0.300, data: 0.017) G_GAN: 4.991 G_L1: 4.074 D_real: 0.014 D_fake: 0.031 +(epoch: 19, iters: 11912, time: 0.291, data: 0.018) G_GAN: 3.964 G_L1: 3.410 D_real: 0.021 D_fake: 0.112 +(epoch: 19, iters: 12012, time: 0.283, data: 0.016) G_GAN: 3.863 G_L1: 3.058 D_real: 0.164 D_fake: 0.032 +(epoch: 19, iters: 12112, time: 0.425, data: 0.016) G_GAN: 6.621 G_L1: 8.438 D_real: 0.002 D_fake: 0.387 +(epoch: 19, iters: 12212, time: 0.292, data: 0.021) G_GAN: 3.935 G_L1: 4.357 D_real: 0.010 D_fake: 0.142 +(epoch: 19, iters: 12312, time: 0.293, data: 0.015) G_GAN: 4.874 G_L1: 4.423 D_real: 0.011 D_fake: 0.065 +(epoch: 19, iters: 12412, time: 0.288, data: 0.016) G_GAN: 2.827 G_L1: 3.097 D_real: 0.318 D_fake: 0.032 +(epoch: 19, iters: 12512, time: 0.421, data: 0.018) G_GAN: 4.006 G_L1: 5.333 D_real: 0.013 D_fake: 0.334 +(epoch: 19, iters: 12612, time: 0.290, data: 0.018) G_GAN: 3.104 G_L1: 3.530 D_real: 0.087 D_fake: 0.089 +(epoch: 19, iters: 12712, time: 0.298, data: 0.016) G_GAN: 3.496 G_L1: 5.595 D_real: 0.269 D_fake: 0.094 +(epoch: 19, iters: 12812, time: 0.286, data: 0.016) G_GAN: 2.598 G_L1: 2.919 D_real: 0.682 D_fake: 0.138 +(epoch: 19, iters: 12912, time: 0.403, data: 0.020) G_GAN: 3.996 G_L1: 3.803 D_real: 0.118 D_fake: 0.113 +(epoch: 19, iters: 13012, time: 0.287, data: 0.016) G_GAN: 3.910 G_L1: 4.465 D_real: 0.034 D_fake: 0.368 +(epoch: 19, iters: 13112, time: 0.305, data: 0.018) G_GAN: 4.594 G_L1: 4.204 D_real: 0.013 D_fake: 0.303 +(epoch: 19, iters: 13212, time: 0.301, data: 0.024) G_GAN: 2.370 G_L1: 3.268 D_real: 0.924 D_fake: 0.330 +(epoch: 19, iters: 13312, time: 0.405, data: 0.017) G_GAN: 3.514 G_L1: 3.925 D_real: 0.268 D_fake: 0.074 +(epoch: 19, iters: 13412, time: 0.297, data: 0.019) G_GAN: 4.059 G_L1: 3.863 D_real: 0.156 D_fake: 0.148 +(epoch: 19, iters: 13512, time: 0.281, data: 0.022) G_GAN: 3.619 G_L1: 5.180 D_real: 0.171 D_fake: 0.081 +(epoch: 19, iters: 13612, time: 0.285, data: 0.016) G_GAN: 5.019 G_L1: 4.190 D_real: 0.022 D_fake: 1.095 +(epoch: 19, iters: 13712, time: 0.537, data: 0.020) G_GAN: 2.569 G_L1: 3.490 D_real: 0.360 D_fake: 0.199 +(epoch: 19, iters: 13812, time: 0.268, data: 0.014) G_GAN: 4.555 G_L1: 3.001 D_real: 0.038 D_fake: 0.029 +(epoch: 19, iters: 13912, time: 0.292, data: 0.012) G_GAN: 3.947 G_L1: 3.039 D_real: 0.099 D_fake: 0.466 +(epoch: 19, iters: 14012, time: 0.302, data: 0.022) G_GAN: 3.594 G_L1: 3.368 D_real: 0.152 D_fake: 0.160 +(epoch: 19, iters: 14112, time: 0.393, data: 0.017) G_GAN: 6.128 G_L1: 5.589 D_real: 0.023 D_fake: 0.753 +(epoch: 19, iters: 14212, time: 0.287, data: 0.015) G_GAN: 4.448 G_L1: 2.986 D_real: 0.350 D_fake: 0.013 +(epoch: 19, iters: 14312, time: 0.296, data: 0.016) G_GAN: 2.270 G_L1: 4.007 D_real: 1.138 D_fake: 0.099 +(epoch: 19, iters: 14412, time: 0.302, data: 0.016) G_GAN: 3.831 G_L1: 3.175 D_real: 0.146 D_fake: 0.038 +(epoch: 19, iters: 14512, time: 0.400, data: 0.017) G_GAN: 2.651 G_L1: 5.721 D_real: 0.550 D_fake: 0.027 +(epoch: 19, iters: 14612, time: 0.299, data: 0.018) G_GAN: 3.484 G_L1: 3.321 D_real: 0.122 D_fake: 0.124 +(epoch: 19, iters: 14712, time: 0.279, data: 0.017) G_GAN: 3.101 G_L1: 4.044 D_real: 0.295 D_fake: 0.149 +(epoch: 19, iters: 14812, time: 0.300, data: 0.018) G_GAN: 3.624 G_L1: 4.184 D_real: 0.229 D_fake: 0.084 +(epoch: 19, iters: 14912, time: 0.404, data: 0.017) G_GAN: 4.684 G_L1: 4.639 D_real: 0.146 D_fake: 0.018 +(epoch: 19, iters: 15012, time: 0.301, data: 0.017) G_GAN: 4.959 G_L1: 4.642 D_real: 0.027 D_fake: 0.073 +(epoch: 19, iters: 15112, time: 0.303, data: 0.018) G_GAN: 4.442 G_L1: 4.554 D_real: 0.017 D_fake: 0.226 +(epoch: 19, iters: 15212, time: 0.299, data: 0.016) G_GAN: 3.391 G_L1: 3.731 D_real: 0.228 D_fake: 0.026 +(epoch: 19, iters: 15312, time: 0.408, data: 0.018) G_GAN: 3.862 G_L1: 3.029 D_real: 0.068 D_fake: 0.159 +(epoch: 19, iters: 15412, time: 0.303, data: 0.017) G_GAN: 3.468 G_L1: 3.274 D_real: 0.078 D_fake: 0.117 +(epoch: 19, iters: 15512, time: 0.298, data: 0.017) G_GAN: 4.103 G_L1: 6.261 D_real: 0.387 D_fake: 0.037 +(epoch: 19, iters: 15612, time: 0.300, data: 0.023) G_GAN: 5.326 G_L1: 6.482 D_real: 0.126 D_fake: 0.031 +(epoch: 19, iters: 15712, time: 0.526, data: 0.016) G_GAN: 5.877 G_L1: 5.013 D_real: 0.156 D_fake: 0.232 +(epoch: 19, iters: 15812, time: 0.286, data: 0.018) G_GAN: 4.480 G_L1: 3.863 D_real: 0.036 D_fake: 0.531 +(epoch: 19, iters: 15912, time: 0.303, data: 0.016) G_GAN: 3.404 G_L1: 4.414 D_real: 0.166 D_fake: 0.063 +(epoch: 19, iters: 16012, time: 0.305, data: 0.017) G_GAN: 4.179 G_L1: 3.513 D_real: 0.060 D_fake: 0.122 +(epoch: 19, iters: 16112, time: 0.411, data: 0.018) G_GAN: 3.303 G_L1: 4.571 D_real: 0.347 D_fake: 0.040 +(epoch: 19, iters: 16212, time: 0.300, data: 0.018) G_GAN: 1.674 G_L1: 3.588 D_real: 0.448 D_fake: 0.169 +(epoch: 19, iters: 16312, time: 0.279, data: 0.017) G_GAN: 2.460 G_L1: 2.745 D_real: 0.358 D_fake: 0.256 +(epoch: 19, iters: 16412, time: 0.278, data: 0.012) G_GAN: 5.471 G_L1: 7.302 D_real: 0.025 D_fake: 0.022 +(epoch: 19, iters: 16512, time: 0.396, data: 0.014) G_GAN: 4.447 G_L1: 2.748 D_real: 0.367 D_fake: 0.022 +(epoch: 19, iters: 16612, time: 0.295, data: 0.018) G_GAN: 4.428 G_L1: 4.231 D_real: 0.021 D_fake: 0.588 +(epoch: 19, iters: 16712, time: 0.297, data: 0.016) G_GAN: 3.071 G_L1: 4.090 D_real: 1.286 D_fake: 0.007 +(epoch: 19, iters: 16812, time: 0.297, data: 0.017) G_GAN: 4.250 G_L1: 4.162 D_real: 0.086 D_fake: 0.123 +(epoch: 19, iters: 16912, time: 0.411, data: 0.017) G_GAN: 3.938 G_L1: 5.482 D_real: 0.217 D_fake: 0.018 +(epoch: 19, iters: 17012, time: 0.302, data: 0.018) G_GAN: 2.839 G_L1: 3.666 D_real: 0.233 D_fake: 0.070 +(epoch: 19, iters: 17112, time: 0.295, data: 0.017) G_GAN: 3.067 G_L1: 4.818 D_real: 1.314 D_fake: 0.061 +(epoch: 19, iters: 17212, time: 0.291, data: 0.016) G_GAN: 3.063 G_L1: 4.093 D_real: 0.001 D_fake: 0.240 +(epoch: 19, iters: 17312, time: 0.385, data: 0.021) G_GAN: 3.787 G_L1: 4.099 D_real: 0.722 D_fake: 0.058 +(epoch: 19, iters: 17412, time: 0.290, data: 0.019) G_GAN: 8.075 G_L1: 5.573 D_real: 0.314 D_fake: 0.022 +(epoch: 19, iters: 17512, time: 0.295, data: 0.016) G_GAN: 4.463 G_L1: 4.581 D_real: 0.124 D_fake: 0.264 +(epoch: 19, iters: 17612, time: 0.301, data: 0.020) G_GAN: 4.067 G_L1: 3.515 D_real: 0.201 D_fake: 0.063 +(epoch: 19, iters: 17712, time: 0.543, data: 0.016) G_GAN: 2.924 G_L1: 2.829 D_real: 0.131 D_fake: 0.228 +(epoch: 19, iters: 17812, time: 0.299, data: 0.018) G_GAN: 5.635 G_L1: 4.031 D_real: 0.016 D_fake: 0.016 +(epoch: 19, iters: 17912, time: 0.294, data: 0.017) G_GAN: 5.693 G_L1: 3.975 D_real: 0.116 D_fake: 0.011 +(epoch: 19, iters: 18012, time: 0.305, data: 0.017) G_GAN: 6.288 G_L1: 7.065 D_real: 0.048 D_fake: 0.023 +(epoch: 19, iters: 18112, time: 0.374, data: 0.018) G_GAN: 3.290 G_L1: 4.457 D_real: 0.212 D_fake: 0.195 +(epoch: 19, iters: 18212, time: 0.301, data: 0.019) G_GAN: 4.413 G_L1: 2.552 D_real: 0.021 D_fake: 0.033 +(epoch: 19, iters: 18312, time: 0.295, data: 0.024) G_GAN: 4.527 G_L1: 3.578 D_real: 0.002 D_fake: 0.434 +(epoch: 19, iters: 18412, time: 0.298, data: 0.017) G_GAN: 5.412 G_L1: 4.174 D_real: 0.157 D_fake: 0.015 +(epoch: 19, iters: 18512, time: 0.407, data: 0.017) G_GAN: 4.707 G_L1: 4.217 D_real: 0.356 D_fake: 0.035 +(epoch: 19, iters: 18612, time: 0.303, data: 0.017) G_GAN: 4.423 G_L1: 4.541 D_real: 0.090 D_fake: 0.358 +(epoch: 19, iters: 18712, time: 0.303, data: 0.017) G_GAN: 4.517 G_L1: 3.710 D_real: 0.089 D_fake: 0.077 +(epoch: 19, iters: 18812, time: 0.292, data: 0.017) G_GAN: 4.363 G_L1: 3.543 D_real: 0.107 D_fake: 0.138 +(epoch: 19, iters: 18912, time: 0.423, data: 0.015) G_GAN: 5.158 G_L1: 5.735 D_real: 0.130 D_fake: 0.064 +(epoch: 19, iters: 19012, time: 0.297, data: 0.019) G_GAN: 4.127 G_L1: 4.140 D_real: 0.021 D_fake: 0.088 +(epoch: 19, iters: 19112, time: 0.303, data: 0.016) G_GAN: 5.600 G_L1: 3.993 D_real: 0.461 D_fake: 0.125 +(epoch: 19, iters: 19212, time: 0.294, data: 0.017) G_GAN: 3.701 G_L1: 3.664 D_real: 0.096 D_fake: 0.103 +(epoch: 19, iters: 19312, time: 0.403, data: 0.016) G_GAN: 3.738 G_L1: 3.416 D_real: 0.175 D_fake: 0.131 +(epoch: 19, iters: 19412, time: 0.301, data: 0.019) G_GAN: 4.490 G_L1: 3.629 D_real: 0.082 D_fake: 0.654 +(epoch: 19, iters: 19512, time: 0.307, data: 0.016) G_GAN: 4.679 G_L1: 3.433 D_real: 0.031 D_fake: 0.121 +(epoch: 19, iters: 19612, time: 0.304, data: 0.017) G_GAN: 4.641 G_L1: 3.412 D_real: 0.428 D_fake: 0.018 +(epoch: 19, iters: 19712, time: 0.563, data: 0.020) G_GAN: 2.321 G_L1: 3.256 D_real: 0.930 D_fake: 0.027 +(epoch: 19, iters: 19812, time: 0.293, data: 0.019) G_GAN: 4.455 G_L1: 5.873 D_real: 0.445 D_fake: 0.017 +(epoch: 19, iters: 19912, time: 0.292, data: 0.016) G_GAN: 4.385 G_L1: 3.738 D_real: 0.027 D_fake: 0.099 +(epoch: 19, iters: 20012, time: 0.285, data: 0.015) G_GAN: 4.584 G_L1: 5.622 D_real: 0.039 D_fake: 0.176 +(epoch: 19, iters: 20112, time: 0.402, data: 0.020) G_GAN: 5.054 G_L1: 3.548 D_real: 0.002 D_fake: 0.083 +(epoch: 19, iters: 20212, time: 0.296, data: 0.017) G_GAN: 3.895 G_L1: 4.211 D_real: 0.162 D_fake: 0.094 +(epoch: 19, iters: 20312, time: 0.298, data: 0.016) G_GAN: 4.109 G_L1: 4.369 D_real: 0.158 D_fake: 0.138 +(epoch: 19, iters: 20412, time: 0.290, data: 0.016) G_GAN: 7.082 G_L1: 4.275 D_real: 0.017 D_fake: 0.007 +(epoch: 19, iters: 20512, time: 0.395, data: 0.019) G_GAN: 5.800 G_L1: 4.197 D_real: 0.056 D_fake: 0.033 +(epoch: 19, iters: 20612, time: 0.290, data: 0.018) G_GAN: 3.437 G_L1: 4.553 D_real: 0.029 D_fake: 0.119 +(epoch: 19, iters: 20712, time: 0.302, data: 0.016) G_GAN: 5.547 G_L1: 5.448 D_real: 0.019 D_fake: 0.041 +(epoch: 19, iters: 20812, time: 0.287, data: 0.016) G_GAN: 3.942 G_L1: 2.755 D_real: 0.409 D_fake: 0.094 +(epoch: 19, iters: 20912, time: 0.405, data: 0.016) G_GAN: 3.297 G_L1: 3.340 D_real: 0.358 D_fake: 0.059 +(epoch: 19, iters: 21012, time: 0.303, data: 0.017) G_GAN: 3.916 G_L1: 5.970 D_real: 0.003 D_fake: 0.301 +(epoch: 19, iters: 21112, time: 0.287, data: 0.021) G_GAN: 5.558 G_L1: 6.073 D_real: 0.089 D_fake: 0.267 +(epoch: 19, iters: 21212, time: 0.294, data: 0.016) G_GAN: 4.719 G_L1: 4.225 D_real: 0.073 D_fake: 0.020 +(epoch: 19, iters: 21312, time: 0.414, data: 0.016) G_GAN: 6.332 G_L1: 4.943 D_real: 0.090 D_fake: 0.023 +(epoch: 19, iters: 21412, time: 0.302, data: 0.017) G_GAN: 3.802 G_L1: 5.498 D_real: 0.008 D_fake: 0.265 +(epoch: 19, iters: 21512, time: 0.293, data: 0.016) G_GAN: 3.509 G_L1: 2.633 D_real: 0.501 D_fake: 0.058 +(epoch: 19, iters: 21612, time: 0.296, data: 0.018) G_GAN: 5.044 G_L1: 5.606 D_real: 0.002 D_fake: 0.042 +(epoch: 19, iters: 21712, time: 0.549, data: 0.016) G_GAN: 5.889 G_L1: 5.791 D_real: 0.017 D_fake: 0.013 +(epoch: 19, iters: 21812, time: 0.294, data: 0.017) G_GAN: 4.045 G_L1: 3.864 D_real: 0.004 D_fake: 0.336 +(epoch: 19, iters: 21912, time: 0.302, data: 0.016) G_GAN: 3.152 G_L1: 4.485 D_real: 0.116 D_fake: 0.138 +(epoch: 19, iters: 22012, time: 0.295, data: 0.018) G_GAN: 4.968 G_L1: 4.218 D_real: 0.212 D_fake: 0.036 +(epoch: 19, iters: 22112, time: 0.399, data: 0.015) G_GAN: 6.132 G_L1: 3.503 D_real: 0.022 D_fake: 0.006 +(epoch: 19, iters: 22212, time: 0.291, data: 0.016) G_GAN: 3.456 G_L1: 4.374 D_real: 0.481 D_fake: 0.093 +(epoch: 19, iters: 22312, time: 0.306, data: 0.015) G_GAN: 5.000 G_L1: 7.460 D_real: 0.081 D_fake: 0.047 +(epoch: 19, iters: 22412, time: 0.290, data: 0.016) G_GAN: 3.504 G_L1: 3.291 D_real: 0.178 D_fake: 0.125 +(epoch: 19, iters: 22512, time: 0.408, data: 0.021) G_GAN: 3.628 G_L1: 6.580 D_real: 0.295 D_fake: 0.065 +(epoch: 19, iters: 22612, time: 0.291, data: 0.015) G_GAN: 4.967 G_L1: 4.291 D_real: 0.310 D_fake: 0.071 +(epoch: 19, iters: 22712, time: 0.293, data: 0.017) G_GAN: 4.437 G_L1: 9.647 D_real: 0.048 D_fake: 0.136 +(epoch: 19, iters: 22812, time: 0.297, data: 0.015) G_GAN: 3.516 G_L1: 2.761 D_real: 0.184 D_fake: 0.385 +(epoch: 19, iters: 22912, time: 0.401, data: 0.015) G_GAN: 4.749 G_L1: 3.651 D_real: 0.514 D_fake: 0.009 +(epoch: 19, iters: 23012, time: 0.302, data: 0.019) G_GAN: 3.191 G_L1: 3.457 D_real: 0.339 D_fake: 0.169 +(epoch: 19, iters: 23112, time: 0.296, data: 0.019) G_GAN: 3.823 G_L1: 4.828 D_real: 0.128 D_fake: 0.035 +(epoch: 19, iters: 23212, time: 0.287, data: 0.016) G_GAN: 4.643 G_L1: 3.738 D_real: 0.124 D_fake: 0.012 +(epoch: 19, iters: 23312, time: 0.380, data: 0.015) G_GAN: 4.849 G_L1: 7.800 D_real: 0.334 D_fake: 0.029 +(epoch: 19, iters: 23412, time: 0.286, data: 0.018) G_GAN: 4.193 G_L1: 4.176 D_real: 0.147 D_fake: 0.028 +(epoch: 19, iters: 23512, time: 0.295, data: 0.015) G_GAN: 3.835 G_L1: 3.438 D_real: 0.479 D_fake: 0.036 +(epoch: 19, iters: 23612, time: 0.277, data: 0.017) G_GAN: 5.989 G_L1: 4.245 D_real: 0.012 D_fake: 0.163 +(epoch: 19, iters: 23712, time: 0.547, data: 0.015) G_GAN: 5.971 G_L1: 5.393 D_real: 1.555 D_fake: 0.396 +(epoch: 19, iters: 23812, time: 0.297, data: 0.017) G_GAN: 5.436 G_L1: 5.638 D_real: 0.032 D_fake: 0.528 +(epoch: 19, iters: 23912, time: 0.270, data: 0.019) G_GAN: 6.122 G_L1: 7.025 D_real: 0.272 D_fake: 0.058 +(epoch: 19, iters: 24012, time: 0.294, data: 0.014) G_GAN: 2.758 G_L1: 4.315 D_real: 0.265 D_fake: 0.100 +(epoch: 19, iters: 24112, time: 0.405, data: 0.023) G_GAN: 3.719 G_L1: 3.518 D_real: 0.016 D_fake: 0.145 +(epoch: 19, iters: 24212, time: 0.291, data: 0.029) G_GAN: 4.359 G_L1: 5.053 D_real: 0.141 D_fake: 0.198 +(epoch: 19, iters: 24312, time: 0.298, data: 0.022) G_GAN: 3.880 G_L1: 4.272 D_real: 0.072 D_fake: 0.280 +(epoch: 19, iters: 24412, time: 0.290, data: 0.017) G_GAN: 3.742 G_L1: 4.222 D_real: 0.081 D_fake: 0.097 +(epoch: 19, iters: 24512, time: 0.404, data: 0.017) G_GAN: 5.592 G_L1: 5.113 D_real: 0.011 D_fake: 0.063 +(epoch: 19, iters: 24612, time: 0.291, data: 0.018) G_GAN: 3.313 G_L1: 3.907 D_real: 0.331 D_fake: 0.097 +(epoch: 19, iters: 24712, time: 0.304, data: 0.023) G_GAN: 4.649 G_L1: 2.893 D_real: 0.130 D_fake: 0.603 +(epoch: 19, iters: 24812, time: 0.305, data: 0.020) G_GAN: 4.478 G_L1: 4.506 D_real: 0.493 D_fake: 0.117 +(epoch: 19, iters: 24912, time: 0.409, data: 0.019) G_GAN: 4.995 G_L1: 4.804 D_real: 0.029 D_fake: 0.327 +(epoch: 19, iters: 25012, time: 0.305, data: 0.021) G_GAN: 5.757 G_L1: 3.680 D_real: 0.002 D_fake: 0.487 +(epoch: 19, iters: 25112, time: 0.297, data: 0.022) G_GAN: 5.070 G_L1: 3.839 D_real: 0.123 D_fake: 0.269 +(epoch: 19, iters: 25212, time: 0.298, data: 0.022) G_GAN: 3.974 G_L1: 3.340 D_real: 0.395 D_fake: 0.016 +(epoch: 19, iters: 25312, time: 0.416, data: 0.018) G_GAN: 3.583 G_L1: 4.344 D_real: 0.167 D_fake: 0.108 +(epoch: 19, iters: 25412, time: 0.302, data: 0.021) G_GAN: 4.180 G_L1: 4.428 D_real: 0.076 D_fake: 0.038 +(epoch: 19, iters: 25512, time: 0.296, data: 0.020) G_GAN: 5.779 G_L1: 4.188 D_real: 0.002 D_fake: 0.034 +(epoch: 19, iters: 25612, time: 0.287, data: 0.018) G_GAN: 5.276 G_L1: 5.806 D_real: 0.117 D_fake: 0.045 +(epoch: 19, iters: 25712, time: 0.590, data: 0.016) G_GAN: 5.469 G_L1: 5.115 D_real: 0.025 D_fake: 0.104 +(epoch: 19, iters: 25812, time: 0.303, data: 0.018) G_GAN: 5.451 G_L1: 4.500 D_real: 0.019 D_fake: 0.060 +(epoch: 19, iters: 25912, time: 0.303, data: 0.016) G_GAN: 5.271 G_L1: 3.473 D_real: 0.016 D_fake: 0.041 +(epoch: 19, iters: 26012, time: 0.301, data: 0.016) G_GAN: 4.608 G_L1: 5.541 D_real: 0.087 D_fake: 0.118 +(epoch: 19, iters: 26112, time: 0.408, data: 0.017) G_GAN: 3.652 G_L1: 2.668 D_real: 0.091 D_fake: 0.086 +(epoch: 19, iters: 26212, time: 0.308, data: 0.019) G_GAN: 5.313 G_L1: 4.604 D_real: 0.266 D_fake: 0.008 +(epoch: 19, iters: 26312, time: 0.299, data: 0.017) G_GAN: 4.228 G_L1: 4.612 D_real: 0.034 D_fake: 0.170 +(epoch: 19, iters: 26412, time: 0.304, data: 0.018) G_GAN: 4.606 G_L1: 7.057 D_real: 0.039 D_fake: 0.406 +(epoch: 19, iters: 26512, time: 0.416, data: 0.018) G_GAN: 4.619 G_L1: 4.116 D_real: 0.097 D_fake: 0.058 +(epoch: 19, iters: 26612, time: 0.299, data: 0.019) G_GAN: 4.138 G_L1: 4.040 D_real: 0.014 D_fake: 0.116 +(epoch: 19, iters: 26712, time: 0.304, data: 0.019) G_GAN: 3.857 G_L1: 3.136 D_real: 0.110 D_fake: 0.495 +(epoch: 19, iters: 26812, time: 0.304, data: 0.019) G_GAN: 4.543 G_L1: 4.048 D_real: 0.194 D_fake: 0.059 +(epoch: 19, iters: 26912, time: 0.415, data: 0.017) G_GAN: 3.935 G_L1: 4.991 D_real: 0.325 D_fake: 0.028 +(epoch: 19, iters: 27012, time: 0.306, data: 0.020) G_GAN: 4.610 G_L1: 4.167 D_real: 0.015 D_fake: 0.178 +(epoch: 19, iters: 27112, time: 0.301, data: 0.021) G_GAN: 5.270 G_L1: 4.483 D_real: 0.017 D_fake: 0.034 +(epoch: 19, iters: 27212, time: 0.284, data: 0.018) G_GAN: 5.816 G_L1: 6.180 D_real: 0.041 D_fake: 0.144 +(epoch: 19, iters: 27312, time: 0.415, data: 0.017) G_GAN: 3.602 G_L1: 3.019 D_real: 0.008 D_fake: 0.129 +(epoch: 19, iters: 27412, time: 0.306, data: 0.021) G_GAN: 3.674 G_L1: 2.890 D_real: 0.102 D_fake: 0.176 +(epoch: 19, iters: 27512, time: 0.285, data: 0.019) G_GAN: 4.803 G_L1: 3.750 D_real: 0.088 D_fake: 0.031 +(epoch: 19, iters: 27612, time: 0.298, data: 0.016) G_GAN: 4.096 G_L1: 3.244 D_real: 0.711 D_fake: 0.046 +(epoch: 19, iters: 27712, time: 0.548, data: 0.020) G_GAN: 3.023 G_L1: 5.030 D_real: 0.582 D_fake: 0.322 +(epoch: 19, iters: 27812, time: 0.294, data: 0.024) G_GAN: 6.303 G_L1: 3.982 D_real: 0.028 D_fake: 0.030 +(epoch: 19, iters: 27912, time: 0.304, data: 0.020) G_GAN: 4.148 G_L1: 4.786 D_real: 0.223 D_fake: 0.236 +(epoch: 19, iters: 28012, time: 0.297, data: 0.021) G_GAN: 4.961 G_L1: 4.119 D_real: 0.339 D_fake: 0.023 +(epoch: 19, iters: 28112, time: 0.391, data: 0.020) G_GAN: 3.364 G_L1: 3.108 D_real: 0.405 D_fake: 0.089 +(epoch: 19, iters: 28212, time: 0.303, data: 0.019) G_GAN: 3.065 G_L1: 2.967 D_real: 0.068 D_fake: 0.669 +(epoch: 19, iters: 28312, time: 0.298, data: 0.017) G_GAN: 4.934 G_L1: 3.687 D_real: 0.274 D_fake: 0.012 +(epoch: 19, iters: 28412, time: 0.296, data: 0.017) G_GAN: 2.893 G_L1: 2.689 D_real: 1.090 D_fake: 0.010 +(epoch: 19, iters: 28512, time: 0.413, data: 0.021) G_GAN: 4.417 G_L1: 4.153 D_real: 0.030 D_fake: 0.126 +(epoch: 19, iters: 28612, time: 0.295, data: 0.026) G_GAN: 3.525 G_L1: 2.935 D_real: 0.023 D_fake: 0.155 +(epoch: 19, iters: 28712, time: 0.305, data: 0.017) G_GAN: 4.363 G_L1: 5.865 D_real: 0.013 D_fake: 0.094 +(epoch: 19, iters: 28812, time: 0.291, data: 0.023) G_GAN: 3.789 G_L1: 2.974 D_real: 0.644 D_fake: 0.020 +(epoch: 19, iters: 28912, time: 0.416, data: 0.015) G_GAN: 4.766 G_L1: 4.044 D_real: 0.069 D_fake: 0.083 +(epoch: 19, iters: 29012, time: 0.304, data: 0.020) G_GAN: 2.491 G_L1: 4.297 D_real: 0.948 D_fake: 0.041 +(epoch: 19, iters: 29112, time: 0.301, data: 0.018) G_GAN: 3.925 G_L1: 3.210 D_real: 0.013 D_fake: 0.162 +(epoch: 19, iters: 29212, time: 0.303, data: 0.018) G_GAN: 2.998 G_L1: 3.840 D_real: 0.971 D_fake: 0.023 +(epoch: 19, iters: 29312, time: 0.419, data: 0.019) G_GAN: 3.442 G_L1: 3.539 D_real: 0.804 D_fake: 0.132 +(epoch: 19, iters: 29412, time: 0.297, data: 0.019) G_GAN: 2.350 G_L1: 2.937 D_real: 0.059 D_fake: 0.397 +(epoch: 19, iters: 29512, time: 0.304, data: 0.022) G_GAN: 3.696 G_L1: 3.016 D_real: 0.111 D_fake: 0.329 +(epoch: 19, iters: 29612, time: 0.304, data: 0.018) G_GAN: 3.212 G_L1: 4.598 D_real: 0.322 D_fake: 0.265 +(epoch: 19, iters: 29712, time: 0.488, data: 0.021) G_GAN: 2.764 G_L1: 3.151 D_real: 0.494 D_fake: 0.064 +(epoch: 19, iters: 29812, time: 0.300, data: 0.020) G_GAN: 4.655 G_L1: 4.582 D_real: 0.114 D_fake: 0.128 +(epoch: 19, iters: 29912, time: 0.292, data: 0.019) G_GAN: 4.948 G_L1: 5.490 D_real: 0.005 D_fake: 0.029 +(epoch: 19, iters: 30012, time: 0.300, data: 0.016) G_GAN: 3.418 G_L1: 2.826 D_real: 0.305 D_fake: 0.256 +(epoch: 19, iters: 30112, time: 0.417, data: 0.017) G_GAN: 4.066 G_L1: 5.742 D_real: 0.233 D_fake: 0.029 +(epoch: 19, iters: 30212, time: 0.281, data: 0.019) G_GAN: 3.161 G_L1: 3.233 D_real: 0.059 D_fake: 0.198 +(epoch: 19, iters: 30312, time: 0.277, data: 0.017) G_GAN: 5.543 G_L1: 6.497 D_real: 0.004 D_fake: 0.747 +(epoch: 19, iters: 30412, time: 0.310, data: 0.017) G_GAN: 7.011 G_L1: 5.675 D_real: 0.053 D_fake: 0.250 +(epoch: 19, iters: 30512, time: 0.409, data: 0.022) G_GAN: 4.411 G_L1: 3.167 D_real: 0.076 D_fake: 0.037 +(epoch: 19, iters: 30612, time: 0.294, data: 0.023) G_GAN: 3.930 G_L1: 3.304 D_real: 0.211 D_fake: 0.040 +(epoch: 19, iters: 30712, time: 0.300, data: 0.016) G_GAN: 6.615 G_L1: 4.939 D_real: 0.087 D_fake: 0.135 +(epoch: 19, iters: 30812, time: 0.298, data: 0.018) G_GAN: 4.579 G_L1: 4.149 D_real: 0.291 D_fake: 0.010 +(epoch: 19, iters: 30912, time: 0.419, data: 0.017) G_GAN: 3.968 G_L1: 4.039 D_real: 0.127 D_fake: 0.039 +(epoch: 19, iters: 31012, time: 0.299, data: 0.020) G_GAN: 3.484 G_L1: 3.759 D_real: 0.017 D_fake: 0.086 +(epoch: 19, iters: 31112, time: 0.296, data: 0.020) G_GAN: 4.958 G_L1: 4.221 D_real: 0.074 D_fake: 0.331 +(epoch: 19, iters: 31212, time: 0.286, data: 0.017) G_GAN: 6.452 G_L1: 5.650 D_real: 0.143 D_fake: 0.358 +(epoch: 19, iters: 31312, time: 0.389, data: 0.018) G_GAN: 5.913 G_L1: 3.861 D_real: 0.156 D_fake: 0.280 +(epoch: 19, iters: 31412, time: 0.298, data: 0.018) G_GAN: 4.755 G_L1: 4.371 D_real: 0.085 D_fake: 0.067 +(epoch: 19, iters: 31512, time: 0.302, data: 0.017) G_GAN: 5.376 G_L1: 3.968 D_real: 0.171 D_fake: 0.061 +(epoch: 19, iters: 31612, time: 0.306, data: 0.021) G_GAN: 3.055 G_L1: 2.641 D_real: 0.052 D_fake: 0.246 +(epoch: 19, iters: 31712, time: 0.568, data: 0.018) G_GAN: 4.777 G_L1: 4.172 D_real: 0.002 D_fake: 0.061 +(epoch: 19, iters: 31812, time: 0.295, data: 0.020) G_GAN: 6.737 G_L1: 5.604 D_real: 0.113 D_fake: 0.013 +(epoch: 19, iters: 31912, time: 0.299, data: 0.018) G_GAN: 4.314 G_L1: 3.929 D_real: 0.032 D_fake: 0.046 +(epoch: 19, iters: 32012, time: 0.306, data: 0.022) G_GAN: 3.556 G_L1: 3.624 D_real: 0.235 D_fake: 0.066 +(epoch: 19, iters: 32112, time: 0.421, data: 0.021) G_GAN: 3.891 G_L1: 3.696 D_real: 0.840 D_fake: 0.083 +(epoch: 19, iters: 32212, time: 0.294, data: 0.020) G_GAN: 3.500 G_L1: 4.212 D_real: 0.191 D_fake: 0.039 +(epoch: 19, iters: 32312, time: 0.286, data: 0.024) G_GAN: 4.041 G_L1: 3.358 D_real: 0.012 D_fake: 0.190 +(epoch: 19, iters: 32412, time: 0.297, data: 0.019) G_GAN: 3.647 G_L1: 3.961 D_real: 0.193 D_fake: 0.377 +(epoch: 19, iters: 32512, time: 0.389, data: 0.018) G_GAN: 3.868 G_L1: 5.552 D_real: 0.682 D_fake: 0.012 +(epoch: 19, iters: 32612, time: 0.302, data: 0.020) G_GAN: 3.783 G_L1: 3.705 D_real: 0.576 D_fake: 0.037 +(epoch: 19, iters: 32712, time: 0.304, data: 0.017) G_GAN: 3.565 G_L1: 3.689 D_real: 0.481 D_fake: 0.085 +(epoch: 19, iters: 32812, time: 0.296, data: 0.018) G_GAN: 6.329 G_L1: 6.441 D_real: 0.087 D_fake: 0.024 +(epoch: 19, iters: 32912, time: 0.411, data: 0.022) G_GAN: 5.549 G_L1: 4.462 D_real: 0.061 D_fake: 0.007 +(epoch: 19, iters: 33012, time: 0.303, data: 0.018) G_GAN: 5.029 G_L1: 2.611 D_real: 0.017 D_fake: 0.092 +(epoch: 19, iters: 33112, time: 0.294, data: 0.020) G_GAN: 4.045 G_L1: 4.300 D_real: 0.214 D_fake: 0.101 +(epoch: 19, iters: 33212, time: 0.298, data: 0.017) G_GAN: 4.648 G_L1: 6.380 D_real: 0.026 D_fake: 0.231 +(epoch: 19, iters: 33312, time: 0.411, data: 0.018) G_GAN: 3.973 G_L1: 3.979 D_real: 0.038 D_fake: 0.181 +(epoch: 19, iters: 33412, time: 0.305, data: 0.019) G_GAN: 3.862 G_L1: 3.709 D_real: 0.020 D_fake: 0.245 +(epoch: 19, iters: 33512, time: 0.299, data: 0.018) G_GAN: 6.026 G_L1: 3.886 D_real: 0.002 D_fake: 0.009 +(epoch: 19, iters: 33612, time: 0.300, data: 0.025) G_GAN: 4.653 G_L1: 4.695 D_real: 0.024 D_fake: 0.436 +(epoch: 19, iters: 33712, time: 0.549, data: 0.018) G_GAN: 7.968 G_L1: 6.170 D_real: 0.022 D_fake: 0.002 +(epoch: 19, iters: 33812, time: 0.297, data: 0.018) G_GAN: 2.140 G_L1: 3.481 D_real: 0.393 D_fake: 0.258 +(epoch: 19, iters: 33912, time: 0.301, data: 0.018) G_GAN: 3.429 G_L1: 3.452 D_real: 0.003 D_fake: 0.188 +(epoch: 19, iters: 34012, time: 0.299, data: 0.017) G_GAN: 4.916 G_L1: 3.769 D_real: 0.059 D_fake: 0.093 +(epoch: 19, iters: 34112, time: 0.410, data: 0.018) G_GAN: 3.372 G_L1: 3.694 D_real: 0.064 D_fake: 0.346 +(epoch: 19, iters: 34212, time: 0.303, data: 0.022) G_GAN: 2.738 G_L1: 3.299 D_real: 0.364 D_fake: 0.034 +(epoch: 19, iters: 34312, time: 0.299, data: 0.022) G_GAN: 4.071 G_L1: 3.490 D_real: 0.269 D_fake: 0.019 +(epoch: 19, iters: 34412, time: 0.298, data: 0.020) G_GAN: 5.696 G_L1: 7.511 D_real: 0.180 D_fake: 0.261 +(epoch: 19, iters: 34512, time: 0.396, data: 0.016) G_GAN: 5.715 G_L1: 3.710 D_real: 0.066 D_fake: 0.057 +(epoch: 19, iters: 34612, time: 0.303, data: 0.019) G_GAN: 5.609 G_L1: 3.463 D_real: 0.042 D_fake: 0.712 +(epoch: 19, iters: 34712, time: 0.306, data: 0.022) G_GAN: 4.065 G_L1: 5.460 D_real: 0.151 D_fake: 0.135 +(epoch: 19, iters: 34812, time: 0.303, data: 0.020) G_GAN: 5.914 G_L1: 4.528 D_real: 0.000 D_fake: 0.998 +(epoch: 19, iters: 34912, time: 0.408, data: 0.020) G_GAN: 4.009 G_L1: 3.486 D_real: 0.026 D_fake: 0.025 +(epoch: 19, iters: 35012, time: 0.299, data: 0.019) G_GAN: 2.797 G_L1: 3.748 D_real: 0.026 D_fake: 0.717 +(epoch: 19, iters: 35112, time: 0.285, data: 0.021) G_GAN: 3.593 G_L1: 3.807 D_real: 0.049 D_fake: 0.244 +(epoch: 19, iters: 35212, time: 0.300, data: 0.022) G_GAN: 3.076 G_L1: 3.833 D_real: 0.108 D_fake: 0.125 +(epoch: 19, iters: 35312, time: 0.382, data: 0.022) G_GAN: 5.082 G_L1: 2.933 D_real: 0.167 D_fake: 0.110 +(epoch: 19, iters: 35412, time: 0.300, data: 0.016) G_GAN: 4.714 G_L1: 3.329 D_real: 0.293 D_fake: 0.082 +(epoch: 19, iters: 35512, time: 0.286, data: 0.020) G_GAN: 3.261 G_L1: 4.192 D_real: 0.028 D_fake: 0.340 +(epoch: 19, iters: 35612, time: 0.294, data: 0.016) G_GAN: 2.864 G_L1: 2.998 D_real: 1.714 D_fake: 0.010 +(epoch: 19, iters: 35712, time: 0.548, data: 0.018) G_GAN: 4.219 G_L1: 3.637 D_real: 0.051 D_fake: 0.293 +(epoch: 19, iters: 35812, time: 0.299, data: 0.021) G_GAN: 4.823 G_L1: 5.808 D_real: 0.081 D_fake: 0.114 +(epoch: 19, iters: 35912, time: 0.302, data: 0.016) G_GAN: 4.982 G_L1: 7.645 D_real: 0.532 D_fake: 0.119 +(epoch: 19, iters: 36012, time: 0.301, data: 0.018) G_GAN: 2.953 G_L1: 2.863 D_real: 0.239 D_fake: 0.104 +(epoch: 19, iters: 36112, time: 0.410, data: 0.017) G_GAN: 5.422 G_L1: 4.321 D_real: 0.240 D_fake: 0.044 +(epoch: 19, iters: 36212, time: 0.294, data: 0.018) G_GAN: 4.650 G_L1: 4.901 D_real: 0.006 D_fake: 0.060 +(epoch: 19, iters: 36312, time: 0.293, data: 0.021) G_GAN: 4.757 G_L1: 3.100 D_real: 0.044 D_fake: 0.044 +(epoch: 19, iters: 36412, time: 0.291, data: 0.015) G_GAN: 3.408 G_L1: 3.253 D_real: 0.171 D_fake: 0.069 +(epoch: 19, iters: 36512, time: 0.378, data: 0.015) G_GAN: 3.782 G_L1: 2.542 D_real: 0.094 D_fake: 0.260 +(epoch: 19, iters: 36612, time: 0.284, data: 0.018) G_GAN: 5.067 G_L1: 4.950 D_real: 0.016 D_fake: 0.390 +(epoch: 19, iters: 36712, time: 0.299, data: 0.014) G_GAN: 3.639 G_L1: 3.597 D_real: 0.054 D_fake: 0.073 +(epoch: 19, iters: 36812, time: 0.306, data: 0.017) G_GAN: 3.640 G_L1: 2.939 D_real: 0.026 D_fake: 0.343 +(epoch: 19, iters: 36912, time: 0.399, data: 0.018) G_GAN: 3.020 G_L1: 3.704 D_real: 0.018 D_fake: 0.303 +(epoch: 19, iters: 37012, time: 0.294, data: 0.019) G_GAN: 5.717 G_L1: 5.168 D_real: 0.002 D_fake: 0.792 +(epoch: 19, iters: 37112, time: 0.301, data: 0.016) G_GAN: 4.860 G_L1: 3.625 D_real: 0.669 D_fake: 0.004 +(epoch: 19, iters: 37212, time: 0.291, data: 0.016) G_GAN: 3.893 G_L1: 4.142 D_real: 0.044 D_fake: 0.234 +(epoch: 19, iters: 37312, time: 0.417, data: 0.023) G_GAN: 2.678 G_L1: 4.668 D_real: 0.113 D_fake: 0.220 +(epoch: 19, iters: 37412, time: 0.303, data: 0.019) G_GAN: 3.132 G_L1: 2.335 D_real: 0.534 D_fake: 0.036 +(epoch: 19, iters: 37512, time: 0.306, data: 0.017) G_GAN: 4.210 G_L1: 3.897 D_real: 0.040 D_fake: 0.318 +(epoch: 19, iters: 37612, time: 0.303, data: 0.018) G_GAN: 5.173 G_L1: 3.734 D_real: 0.055 D_fake: 0.098 +(epoch: 19, iters: 37712, time: 0.540, data: 0.018) G_GAN: 3.571 G_L1: 3.386 D_real: 0.031 D_fake: 0.261 +(epoch: 19, iters: 37812, time: 0.299, data: 0.019) G_GAN: 3.417 G_L1: 3.896 D_real: 0.224 D_fake: 0.086 +(epoch: 19, iters: 37912, time: 0.301, data: 0.017) G_GAN: 5.017 G_L1: 3.046 D_real: 0.154 D_fake: 0.059 +(epoch: 19, iters: 38012, time: 0.295, data: 0.017) G_GAN: 4.363 G_L1: 3.296 D_real: 0.456 D_fake: 0.083 +(epoch: 19, iters: 38112, time: 0.397, data: 0.016) G_GAN: 6.242 G_L1: 6.056 D_real: 0.045 D_fake: 0.011 +(epoch: 19, iters: 38212, time: 0.300, data: 0.018) G_GAN: 5.077 G_L1: 2.955 D_real: 0.300 D_fake: 0.018 +(epoch: 19, iters: 38312, time: 0.298, data: 0.018) G_GAN: 4.090 G_L1: 2.925 D_real: 0.080 D_fake: 0.082 +(epoch: 19, iters: 38412, time: 0.302, data: 0.017) G_GAN: 3.833 G_L1: 4.225 D_real: 0.155 D_fake: 0.046 +(epoch: 19, iters: 38512, time: 0.411, data: 0.019) G_GAN: 3.153 G_L1: 4.087 D_real: 0.093 D_fake: 0.108 +(epoch: 19, iters: 38612, time: 0.296, data: 0.018) G_GAN: 4.135 G_L1: 3.738 D_real: 0.012 D_fake: 0.673 +(epoch: 19, iters: 38712, time: 0.295, data: 0.020) G_GAN: 3.946 G_L1: 3.078 D_real: 0.027 D_fake: 0.235 +(epoch: 19, iters: 38812, time: 0.297, data: 0.015) G_GAN: 4.610 G_L1: 3.720 D_real: 0.012 D_fake: 0.132 +(epoch: 19, iters: 38912, time: 0.409, data: 0.017) G_GAN: 3.099 G_L1: 5.084 D_real: 0.418 D_fake: 0.087 +(epoch: 19, iters: 39012, time: 0.294, data: 0.039) G_GAN: 2.733 G_L1: 2.846 D_real: 0.179 D_fake: 0.534 +(epoch: 19, iters: 39112, time: 0.296, data: 0.017) G_GAN: 5.138 G_L1: 4.348 D_real: 0.075 D_fake: 0.016 +(epoch: 19, iters: 39212, time: 0.302, data: 0.017) G_GAN: 3.546 G_L1: 2.280 D_real: 0.342 D_fake: 0.049 +(epoch: 19, iters: 39312, time: 0.375, data: 0.017) G_GAN: 5.090 G_L1: 5.498 D_real: 0.054 D_fake: 0.180 +(epoch: 19, iters: 39412, time: 0.304, data: 0.018) G_GAN: 3.460 G_L1: 6.089 D_real: 0.603 D_fake: 0.052 +(epoch: 19, iters: 39512, time: 0.299, data: 0.022) G_GAN: 4.462 G_L1: 4.254 D_real: 0.209 D_fake: 0.070 +(epoch: 19, iters: 39612, time: 0.299, data: 0.017) G_GAN: 7.003 G_L1: 8.612 D_real: 0.070 D_fake: 0.168 +(epoch: 19, iters: 39712, time: 0.502, data: 0.017) G_GAN: 4.451 G_L1: 5.675 D_real: 0.133 D_fake: 0.048 +(epoch: 19, iters: 39812, time: 0.292, data: 0.020) G_GAN: 3.761 G_L1: 3.214 D_real: 0.725 D_fake: 0.022 +(epoch: 19, iters: 39912, time: 0.296, data: 0.018) G_GAN: 3.554 G_L1: 3.480 D_real: 0.005 D_fake: 0.252 +(epoch: 19, iters: 40012, time: 0.297, data: 0.017) G_GAN: 4.420 G_L1: 5.520 D_real: 0.037 D_fake: 0.287 +(epoch: 19, iters: 40112, time: 0.411, data: 0.017) G_GAN: 2.882 G_L1: 2.577 D_real: 0.826 D_fake: 0.113 +(epoch: 19, iters: 40212, time: 0.293, data: 0.018) G_GAN: 5.789 G_L1: 9.114 D_real: 0.015 D_fake: 0.025 +(epoch: 19, iters: 40312, time: 0.293, data: 0.019) G_GAN: 3.283 G_L1: 4.147 D_real: 0.110 D_fake: 0.150 +(epoch: 19, iters: 40412, time: 0.299, data: 0.018) G_GAN: 3.184 G_L1: 3.537 D_real: 0.013 D_fake: 0.206 +(epoch: 19, iters: 40512, time: 0.418, data: 0.023) G_GAN: 5.892 G_L1: 5.025 D_real: 0.051 D_fake: 1.162 +(epoch: 19, iters: 40612, time: 0.298, data: 0.019) G_GAN: 3.601 G_L1: 3.705 D_real: 0.017 D_fake: 0.202 +(epoch: 19, iters: 40712, time: 0.297, data: 0.016) G_GAN: 3.736 G_L1: 3.676 D_real: 0.186 D_fake: 0.063 +(epoch: 19, iters: 40812, time: 0.289, data: 0.020) G_GAN: 3.256 G_L1: 3.109 D_real: 0.001 D_fake: 0.164 +(epoch: 19, iters: 40912, time: 0.410, data: 0.018) G_GAN: 5.123 G_L1: 4.133 D_real: 0.016 D_fake: 0.205 +(epoch: 19, iters: 41012, time: 0.290, data: 0.018) G_GAN: 4.501 G_L1: 3.419 D_real: 0.004 D_fake: 0.202 +(epoch: 19, iters: 41112, time: 0.270, data: 0.015) G_GAN: 2.926 G_L1: 1.596 D_real: 0.215 D_fake: 0.304 +(epoch: 19, iters: 41212, time: 0.293, data: 0.014) G_GAN: 5.940 G_L1: 4.696 D_real: 0.018 D_fake: 0.023 +(epoch: 19, iters: 41312, time: 0.382, data: 0.016) G_GAN: 2.788 G_L1: 3.648 D_real: 0.090 D_fake: 0.285 +(epoch: 19, iters: 41412, time: 0.282, data: 0.016) G_GAN: 5.459 G_L1: 7.574 D_real: 0.249 D_fake: 0.116 +(epoch: 19, iters: 41512, time: 0.302, data: 0.016) G_GAN: 5.757 G_L1: 3.375 D_real: 0.002 D_fake: 0.014 +(epoch: 19, iters: 41612, time: 0.286, data: 0.017) G_GAN: 4.346 G_L1: 5.675 D_real: 0.071 D_fake: 0.202 +(epoch: 19, iters: 41712, time: 0.553, data: 0.016) G_GAN: 4.220 G_L1: 5.204 D_real: 0.143 D_fake: 0.075 +(epoch: 19, iters: 41812, time: 0.302, data: 0.018) G_GAN: 5.037 G_L1: 6.970 D_real: 0.009 D_fake: 0.038 +(epoch: 19, iters: 41912, time: 0.290, data: 0.018) G_GAN: 4.603 G_L1: 4.471 D_real: 0.083 D_fake: 0.025 +(epoch: 19, iters: 42012, time: 0.295, data: 0.015) G_GAN: 4.656 G_L1: 5.748 D_real: 0.029 D_fake: 0.409 +(epoch: 19, iters: 42112, time: 0.426, data: 0.017) G_GAN: 4.085 G_L1: 5.586 D_real: 0.051 D_fake: 0.058 +(epoch: 19, iters: 42212, time: 0.294, data: 0.023) G_GAN: 4.530 G_L1: 3.763 D_real: 0.126 D_fake: 0.112 +(epoch: 19, iters: 42312, time: 0.279, data: 0.017) G_GAN: 6.859 G_L1: 3.781 D_real: 0.305 D_fake: 0.258 +(epoch: 19, iters: 42412, time: 0.295, data: 0.015) G_GAN: 3.194 G_L1: 3.935 D_real: 0.155 D_fake: 0.062 +(epoch: 19, iters: 42512, time: 0.415, data: 0.021) G_GAN: 4.314 G_L1: 7.543 D_real: 0.055 D_fake: 0.083 +(epoch: 19, iters: 42612, time: 0.297, data: 0.019) G_GAN: 4.551 G_L1: 4.614 D_real: 0.005 D_fake: 0.077 +(epoch: 19, iters: 42712, time: 0.293, data: 0.017) G_GAN: 4.692 G_L1: 4.576 D_real: 0.073 D_fake: 0.022 +(epoch: 19, iters: 42812, time: 0.288, data: 0.018) G_GAN: 5.850 G_L1: 6.082 D_real: 0.018 D_fake: 0.024 +(epoch: 19, iters: 42912, time: 0.404, data: 0.016) G_GAN: 4.287 G_L1: 4.039 D_real: 0.334 D_fake: 0.018 +(epoch: 19, iters: 43012, time: 0.292, data: 0.017) G_GAN: 2.184 G_L1: 3.532 D_real: 0.917 D_fake: 0.079 +(epoch: 19, iters: 43112, time: 0.303, data: 0.016) G_GAN: 4.930 G_L1: 5.350 D_real: 0.345 D_fake: 0.068 +(epoch: 19, iters: 43212, time: 0.300, data: 0.024) G_GAN: 3.765 G_L1: 3.584 D_real: 0.022 D_fake: 0.574 +(epoch: 19, iters: 43312, time: 0.393, data: 0.018) G_GAN: 5.505 G_L1: 4.652 D_real: 0.333 D_fake: 0.015 +(epoch: 19, iters: 43412, time: 0.298, data: 0.017) G_GAN: 6.107 G_L1: 4.044 D_real: 0.066 D_fake: 0.021 +(epoch: 19, iters: 43512, time: 0.290, data: 0.018) G_GAN: 4.505 G_L1: 3.776 D_real: 0.076 D_fake: 0.026 +(epoch: 19, iters: 43612, time: 0.290, data: 0.015) G_GAN: 4.691 G_L1: 7.128 D_real: 0.072 D_fake: 0.034 +(epoch: 19, iters: 43712, time: 0.505, data: 0.018) G_GAN: 2.966 G_L1: 3.162 D_real: 0.257 D_fake: 0.125 +(epoch: 19, iters: 43812, time: 0.298, data: 0.017) G_GAN: 5.351 G_L1: 4.137 D_real: 0.006 D_fake: 0.546 +(epoch: 19, iters: 43912, time: 0.293, data: 0.016) G_GAN: 4.718 G_L1: 3.472 D_real: 0.017 D_fake: 0.114 +(epoch: 19, iters: 44012, time: 0.298, data: 0.024) G_GAN: 5.182 G_L1: 4.457 D_real: 0.010 D_fake: 0.024 +(epoch: 19, iters: 44112, time: 0.390, data: 0.018) G_GAN: 3.272 G_L1: 4.251 D_real: 0.001 D_fake: 0.185 +(epoch: 19, iters: 44212, time: 0.303, data: 0.019) G_GAN: 4.610 G_L1: 3.644 D_real: 0.038 D_fake: 0.257 +(epoch: 19, iters: 44312, time: 0.301, data: 0.021) G_GAN: 6.519 G_L1: 7.012 D_real: 0.007 D_fake: 0.100 +(epoch: 19, iters: 44412, time: 0.299, data: 0.019) G_GAN: 5.874 G_L1: 3.399 D_real: 0.054 D_fake: 0.025 +(epoch: 19, iters: 44512, time: 0.392, data: 0.023) G_GAN: 6.933 G_L1: 4.483 D_real: 0.048 D_fake: 0.003 +(epoch: 19, iters: 44612, time: 0.291, data: 0.017) G_GAN: 5.463 G_L1: 8.705 D_real: 0.045 D_fake: 0.026 +(epoch: 19, iters: 44712, time: 0.301, data: 0.018) G_GAN: 6.105 G_L1: 7.122 D_real: 0.000 D_fake: 0.043 +(epoch: 19, iters: 44812, time: 0.293, data: 0.021) G_GAN: 5.338 G_L1: 4.017 D_real: 0.002 D_fake: 0.022 +(epoch: 19, iters: 44912, time: 0.422, data: 0.014) G_GAN: 6.391 G_L1: 3.365 D_real: 0.149 D_fake: 0.016 +(epoch: 19, iters: 45012, time: 0.293, data: 0.020) G_GAN: 5.997 G_L1: 4.423 D_real: 0.013 D_fake: 0.033 +(epoch: 19, iters: 45112, time: 0.287, data: 0.017) G_GAN: 3.010 G_L1: 4.448 D_real: 0.456 D_fake: 0.164 +(epoch: 19, iters: 45212, time: 0.297, data: 0.023) G_GAN: 5.947 G_L1: 4.122 D_real: 0.008 D_fake: 0.190 +(epoch: 19, iters: 45312, time: 0.397, data: 0.018) G_GAN: 4.046 G_L1: 3.373 D_real: 0.140 D_fake: 0.031 +(epoch: 19, iters: 45412, time: 0.300, data: 0.018) G_GAN: 3.961 G_L1: 5.016 D_real: 0.081 D_fake: 0.076 +(epoch: 19, iters: 45512, time: 0.302, data: 0.018) G_GAN: 8.377 G_L1: 7.979 D_real: 0.020 D_fake: 0.009 +(epoch: 19, iters: 45612, time: 0.305, data: 0.018) G_GAN: 5.372 G_L1: 3.248 D_real: 0.066 D_fake: 0.110 +(epoch: 19, iters: 45712, time: 0.566, data: 0.017) G_GAN: 3.094 G_L1: 3.866 D_real: 0.354 D_fake: 0.017 +(epoch: 19, iters: 45812, time: 0.298, data: 0.020) G_GAN: 5.794 G_L1: 4.216 D_real: 0.003 D_fake: 0.067 +(epoch: 19, iters: 45912, time: 0.301, data: 0.019) G_GAN: 4.818 G_L1: 6.844 D_real: 0.000 D_fake: 0.045 +(epoch: 19, iters: 46012, time: 0.303, data: 0.018) G_GAN: 5.021 G_L1: 8.724 D_real: 0.015 D_fake: 0.116 +(epoch: 19, iters: 46112, time: 0.384, data: 0.018) G_GAN: 6.261 G_L1: 6.273 D_real: 0.003 D_fake: 0.035 +(epoch: 19, iters: 46212, time: 0.302, data: 0.020) G_GAN: 3.898 G_L1: 3.849 D_real: 0.052 D_fake: 0.058 +(epoch: 19, iters: 46312, time: 0.305, data: 0.022) G_GAN: 3.109 G_L1: 4.041 D_real: 0.137 D_fake: 0.149 +(epoch: 19, iters: 46412, time: 0.303, data: 0.017) G_GAN: 6.444 G_L1: 2.846 D_real: 0.188 D_fake: 0.011 +(epoch: 19, iters: 46512, time: 0.397, data: 0.018) G_GAN: 4.175 G_L1: 3.518 D_real: 0.340 D_fake: 0.049 +(epoch: 19, iters: 46612, time: 0.304, data: 0.018) G_GAN: 5.659 G_L1: 5.887 D_real: 0.042 D_fake: 0.106 +(epoch: 19, iters: 46712, time: 0.300, data: 0.017) G_GAN: 6.019 G_L1: 3.315 D_real: 0.031 D_fake: 0.044 +(epoch: 19, iters: 46812, time: 0.302, data: 0.017) G_GAN: 6.314 G_L1: 3.257 D_real: 0.031 D_fake: 0.661 +(epoch: 19, iters: 46912, time: 0.403, data: 0.019) G_GAN: 4.509 G_L1: 3.774 D_real: 0.050 D_fake: 0.039 +(epoch: 19, iters: 47012, time: 0.297, data: 0.019) G_GAN: 5.522 G_L1: 5.872 D_real: 0.002 D_fake: 0.016 +(epoch: 19, iters: 47112, time: 0.287, data: 0.017) G_GAN: 6.652 G_L1: 6.787 D_real: 0.022 D_fake: 0.015 +(epoch: 19, iters: 47212, time: 0.300, data: 0.015) G_GAN: 6.018 G_L1: 3.798 D_real: 0.016 D_fake: 0.023 +(epoch: 19, iters: 47312, time: 0.385, data: 0.017) G_GAN: 4.599 G_L1: 3.653 D_real: 0.020 D_fake: 0.542 +(epoch: 19, iters: 47412, time: 0.304, data: 0.019) G_GAN: 8.844 G_L1: 4.916 D_real: 0.009 D_fake: 0.957 +(epoch: 19, iters: 47512, time: 0.296, data: 0.022) G_GAN: 3.319 G_L1: 6.959 D_real: 0.002 D_fake: 0.089 +(epoch: 19, iters: 47612, time: 0.305, data: 0.018) G_GAN: 7.867 G_L1: 5.571 D_real: 0.037 D_fake: 0.045 +(epoch: 19, iters: 47712, time: 0.558, data: 0.017) G_GAN: 4.089 G_L1: 4.387 D_real: 0.223 D_fake: 0.131 +(epoch: 19, iters: 47812, time: 0.297, data: 0.019) G_GAN: 4.216 G_L1: 3.742 D_real: 0.071 D_fake: 0.031 +(epoch: 19, iters: 47912, time: 0.299, data: 0.016) G_GAN: 3.774 G_L1: 4.478 D_real: 0.121 D_fake: 0.300 +(epoch: 19, iters: 48012, time: 0.302, data: 0.017) G_GAN: 4.420 G_L1: 3.104 D_real: 0.031 D_fake: 0.068 +(epoch: 19, iters: 48112, time: 0.418, data: 0.019) G_GAN: 3.243 G_L1: 3.160 D_real: 0.080 D_fake: 0.352 +(epoch: 19, iters: 48212, time: 0.295, data: 0.018) G_GAN: 3.464 G_L1: 3.183 D_real: 0.002 D_fake: 0.088 +(epoch: 19, iters: 48312, time: 0.305, data: 0.017) G_GAN: 3.138 G_L1: 3.457 D_real: 0.009 D_fake: 0.316 +(epoch: 19, iters: 48412, time: 0.302, data: 0.020) G_GAN: 3.344 G_L1: 2.895 D_real: 0.322 D_fake: 0.253 +(epoch: 19, iters: 48512, time: 0.409, data: 0.018) G_GAN: 3.161 G_L1: 2.528 D_real: 0.345 D_fake: 0.099 +(epoch: 19, iters: 48612, time: 0.306, data: 0.023) G_GAN: 5.351 G_L1: 3.971 D_real: 0.063 D_fake: 0.139 +(epoch: 19, iters: 48712, time: 0.303, data: 0.018) G_GAN: 3.552 G_L1: 3.655 D_real: 0.238 D_fake: 0.621 +(epoch: 19, iters: 48812, time: 0.299, data: 0.018) G_GAN: 4.216 G_L1: 4.704 D_real: 0.648 D_fake: 0.011 +(epoch: 19, iters: 48912, time: 0.422, data: 0.018) G_GAN: 5.537 G_L1: 4.675 D_real: 0.006 D_fake: 0.205 +(epoch: 19, iters: 49012, time: 0.304, data: 0.019) G_GAN: 5.213 G_L1: 4.908 D_real: 0.025 D_fake: 0.041 +(epoch: 19, iters: 49112, time: 0.305, data: 0.018) G_GAN: 5.032 G_L1: 5.140 D_real: 0.322 D_fake: 0.036 +(epoch: 19, iters: 49212, time: 0.301, data: 0.017) G_GAN: 2.630 G_L1: 3.331 D_real: 0.789 D_fake: 0.031 +(epoch: 19, iters: 49312, time: 0.390, data: 0.018) G_GAN: 5.053 G_L1: 2.678 D_real: 0.020 D_fake: 0.545 +(epoch: 19, iters: 49412, time: 0.294, data: 0.019) G_GAN: 3.355 G_L1: 2.488 D_real: 0.519 D_fake: 0.018 +(epoch: 19, iters: 49512, time: 0.293, data: 0.017) G_GAN: 5.892 G_L1: 6.118 D_real: 0.309 D_fake: 0.010 +(epoch: 19, iters: 49612, time: 0.292, data: 0.017) G_GAN: 4.677 G_L1: 10.556 D_real: 0.054 D_fake: 0.115 +(epoch: 19, iters: 49712, time: 0.559, data: 0.021) G_GAN: 3.388 G_L1: 3.422 D_real: 0.152 D_fake: 0.142 +(epoch: 19, iters: 49812, time: 0.288, data: 0.019) G_GAN: 4.739 G_L1: 5.812 D_real: 0.082 D_fake: 0.070 +(epoch: 19, iters: 49912, time: 0.300, data: 0.016) G_GAN: 6.590 G_L1: 8.004 D_real: 0.009 D_fake: 0.005 +(epoch: 19, iters: 50012, time: 0.294, data: 0.022) G_GAN: 4.746 G_L1: 3.726 D_real: 0.016 D_fake: 0.088 +(epoch: 19, iters: 50112, time: 0.391, data: 0.018) G_GAN: 4.561 G_L1: 3.616 D_real: 0.011 D_fake: 0.073 +(epoch: 19, iters: 50212, time: 0.289, data: 0.019) G_GAN: 4.292 G_L1: 4.999 D_real: 0.117 D_fake: 0.017 +(epoch: 19, iters: 50312, time: 0.300, data: 0.016) G_GAN: 2.049 G_L1: 3.845 D_real: 0.578 D_fake: 0.158 +(epoch: 19, iters: 50412, time: 0.302, data: 0.019) G_GAN: 3.086 G_L1: 3.019 D_real: 0.033 D_fake: 0.086 +(epoch: 19, iters: 50512, time: 0.421, data: 0.022) G_GAN: 2.882 G_L1: 3.231 D_real: 0.137 D_fake: 0.206 +(epoch: 19, iters: 50612, time: 0.289, data: 0.018) G_GAN: 5.465 G_L1: 3.143 D_real: 0.050 D_fake: 0.105 +(epoch: 19, iters: 50712, time: 0.300, data: 0.016) G_GAN: 6.255 G_L1: 7.574 D_real: 0.023 D_fake: 0.220 +(epoch: 19, iters: 50812, time: 0.301, data: 0.017) G_GAN: 5.368 G_L1: 5.554 D_real: 0.537 D_fake: 0.055 +(epoch: 19, iters: 50912, time: 0.392, data: 0.018) G_GAN: 4.507 G_L1: 4.171 D_real: 0.181 D_fake: 0.058 +(epoch: 19, iters: 51012, time: 0.307, data: 0.020) G_GAN: 3.612 G_L1: 3.896 D_real: 0.165 D_fake: 0.067 +(epoch: 19, iters: 51112, time: 0.295, data: 0.018) G_GAN: 3.084 G_L1: 2.676 D_real: 0.004 D_fake: 0.430 +(epoch: 19, iters: 51212, time: 0.295, data: 0.016) G_GAN: 5.218 G_L1: 3.407 D_real: 0.149 D_fake: 0.016 +(epoch: 19, iters: 51312, time: 0.410, data: 0.018) G_GAN: 7.277 G_L1: 6.002 D_real: 0.089 D_fake: 0.664 +(epoch: 19, iters: 51412, time: 0.299, data: 0.018) G_GAN: 6.544 G_L1: 4.237 D_real: 0.061 D_fake: 0.010 +(epoch: 19, iters: 51512, time: 0.296, data: 0.018) G_GAN: 5.581 G_L1: 4.904 D_real: 0.034 D_fake: 0.486 +(epoch: 19, iters: 51612, time: 0.288, data: 0.017) G_GAN: 5.122 G_L1: 6.285 D_real: 0.124 D_fake: 0.039 +(epoch: 19, iters: 51712, time: 0.552, data: 0.020) G_GAN: 4.453 G_L1: 3.664 D_real: 0.017 D_fake: 0.034 +(epoch: 19, iters: 51812, time: 0.295, data: 0.019) G_GAN: 3.331 G_L1: 4.795 D_real: 0.005 D_fake: 0.063 +(epoch: 19, iters: 51912, time: 0.299, data: 0.018) G_GAN: 5.703 G_L1: 11.195 D_real: 0.050 D_fake: 0.015 +(epoch: 19, iters: 52012, time: 0.300, data: 0.016) G_GAN: 4.016 G_L1: 4.150 D_real: 0.144 D_fake: 0.045 +(epoch: 19, iters: 52112, time: 0.423, data: 0.018) G_GAN: 5.692 G_L1: 5.188 D_real: 0.024 D_fake: 0.383 +(epoch: 19, iters: 52212, time: 0.290, data: 0.018) G_GAN: 2.928 G_L1: 2.763 D_real: 0.061 D_fake: 0.198 +(epoch: 19, iters: 52312, time: 0.288, data: 0.021) G_GAN: 3.629 G_L1: 2.979 D_real: 0.000 D_fake: 0.201 +(epoch: 19, iters: 52412, time: 0.281, data: 0.017) G_GAN: 2.463 G_L1: 2.862 D_real: 3.629 D_fake: 0.023 +(epoch: 19, iters: 52512, time: 0.408, data: 0.016) G_GAN: 4.700 G_L1: 3.722 D_real: 0.018 D_fake: 0.237 +(epoch: 19, iters: 52612, time: 0.285, data: 0.019) G_GAN: 2.755 G_L1: 4.344 D_real: 1.247 D_fake: 0.011 +(epoch: 19, iters: 52712, time: 0.300, data: 0.019) G_GAN: 6.048 G_L1: 4.074 D_real: 0.273 D_fake: 0.010 +(epoch: 19, iters: 52812, time: 0.292, data: 0.023) G_GAN: 4.507 G_L1: 3.702 D_real: 0.042 D_fake: 0.091 +(epoch: 19, iters: 52912, time: 0.423, data: 0.017) G_GAN: 3.834 G_L1: 5.416 D_real: 0.014 D_fake: 0.744 +(epoch: 19, iters: 53012, time: 0.300, data: 0.019) G_GAN: 5.259 G_L1: 4.290 D_real: 0.015 D_fake: 0.036 +(epoch: 19, iters: 53112, time: 0.287, data: 0.018) G_GAN: 3.907 G_L1: 3.782 D_real: 0.148 D_fake: 0.132 +(epoch: 19, iters: 53212, time: 0.303, data: 0.016) G_GAN: 2.490 G_L1: 5.562 D_real: 0.600 D_fake: 0.183 +(epoch: 19, iters: 53312, time: 0.419, data: 0.018) G_GAN: 3.926 G_L1: 4.650 D_real: 0.261 D_fake: 0.030 +(epoch: 19, iters: 53412, time: 0.298, data: 0.036) G_GAN: 3.906 G_L1: 4.046 D_real: 0.248 D_fake: 0.017 +(epoch: 19, iters: 53512, time: 0.301, data: 0.018) G_GAN: 2.751 G_L1: 3.732 D_real: 0.790 D_fake: 0.051 +(epoch: 19, iters: 53612, time: 0.294, data: 0.023) G_GAN: 4.549 G_L1: 3.809 D_real: 0.044 D_fake: 0.096 +(epoch: 19, iters: 53712, time: 0.540, data: 0.017) G_GAN: 3.978 G_L1: 3.738 D_real: 0.031 D_fake: 0.084 +(epoch: 19, iters: 53812, time: 0.294, data: 0.018) G_GAN: 5.336 G_L1: 4.980 D_real: 0.059 D_fake: 0.046 +(epoch: 19, iters: 53912, time: 0.296, data: 0.022) G_GAN: 4.063 G_L1: 4.780 D_real: 0.028 D_fake: 0.313 +(epoch: 19, iters: 54012, time: 0.301, data: 0.016) G_GAN: 5.049 G_L1: 4.563 D_real: 0.028 D_fake: 0.204 +(epoch: 19, iters: 54112, time: 0.408, data: 0.019) G_GAN: 4.603 G_L1: 3.852 D_real: 0.102 D_fake: 0.062 +(epoch: 19, iters: 54212, time: 0.295, data: 0.018) G_GAN: 4.186 G_L1: 4.638 D_real: 0.167 D_fake: 0.081 +(epoch: 19, iters: 54312, time: 0.292, data: 0.017) G_GAN: 3.745 G_L1: 4.647 D_real: 0.028 D_fake: 0.081 +(epoch: 19, iters: 54412, time: 0.296, data: 0.019) G_GAN: 5.282 G_L1: 3.367 D_real: 0.052 D_fake: 0.012 +(epoch: 19, iters: 54512, time: 0.399, data: 0.017) G_GAN: 4.106 G_L1: 4.453 D_real: 0.156 D_fake: 0.081 +(epoch: 19, iters: 54612, time: 0.301, data: 0.018) G_GAN: 3.471 G_L1: 3.854 D_real: 0.082 D_fake: 0.119 +(epoch: 19, iters: 54712, time: 0.301, data: 0.017) G_GAN: 3.606 G_L1: 4.681 D_real: 0.389 D_fake: 0.162 +(epoch: 19, iters: 54812, time: 0.302, data: 0.019) G_GAN: 4.674 G_L1: 4.774 D_real: 0.005 D_fake: 0.145 +(epoch: 19, iters: 54912, time: 0.411, data: 0.017) G_GAN: 6.179 G_L1: 4.712 D_real: 0.207 D_fake: 0.017 +(epoch: 19, iters: 55012, time: 0.298, data: 0.018) G_GAN: 4.413 G_L1: 3.401 D_real: 0.020 D_fake: 0.938 +(epoch: 19, iters: 55112, time: 0.305, data: 0.016) G_GAN: 4.491 G_L1: 5.123 D_real: 0.040 D_fake: 0.176 +(epoch: 19, iters: 55212, time: 0.293, data: 0.018) G_GAN: 3.800 G_L1: 5.628 D_real: 0.008 D_fake: 0.190 +(epoch: 19, iters: 55312, time: 0.384, data: 0.016) G_GAN: 3.738 G_L1: 3.138 D_real: 0.239 D_fake: 0.062 +(epoch: 19, iters: 55412, time: 0.302, data: 0.019) G_GAN: 4.070 G_L1: 4.316 D_real: 0.013 D_fake: 0.113 +(epoch: 19, iters: 55512, time: 0.302, data: 0.023) G_GAN: 5.095 G_L1: 3.997 D_real: 0.048 D_fake: 0.022 +(epoch: 19, iters: 55612, time: 0.298, data: 0.017) G_GAN: 4.634 G_L1: 2.887 D_real: 0.073 D_fake: 0.274 +(epoch: 19, iters: 55712, time: 0.543, data: 0.017) G_GAN: 2.544 G_L1: 4.213 D_real: 0.445 D_fake: 0.070 +(epoch: 19, iters: 55812, time: 0.292, data: 0.019) G_GAN: 4.312 G_L1: 3.949 D_real: 0.642 D_fake: 0.052 +(epoch: 19, iters: 55912, time: 0.294, data: 0.016) G_GAN: 5.985 G_L1: 4.056 D_real: 0.033 D_fake: 0.078 +(epoch: 19, iters: 56012, time: 0.302, data: 0.016) G_GAN: 3.402 G_L1: 4.110 D_real: 0.184 D_fake: 0.589 +(epoch: 19, iters: 56112, time: 0.411, data: 0.017) G_GAN: 3.081 G_L1: 3.700 D_real: 0.001 D_fake: 0.214 +(epoch: 19, iters: 56212, time: 0.293, data: 0.018) G_GAN: 2.910 G_L1: 2.812 D_real: 0.218 D_fake: 0.047 +(epoch: 19, iters: 56312, time: 0.289, data: 0.018) G_GAN: 3.341 G_L1: 3.459 D_real: 0.535 D_fake: 0.032 +(epoch: 19, iters: 56412, time: 0.295, data: 0.026) G_GAN: 4.711 G_L1: 3.647 D_real: 0.061 D_fake: 0.245 +(epoch: 19, iters: 56512, time: 0.378, data: 0.018) G_GAN: 3.231 G_L1: 3.853 D_real: 0.653 D_fake: 0.080 +(epoch: 19, iters: 56612, time: 0.297, data: 0.018) G_GAN: 5.421 G_L1: 5.083 D_real: 0.014 D_fake: 0.030 +(epoch: 19, iters: 56712, time: 0.292, data: 0.017) G_GAN: 2.845 G_L1: 2.863 D_real: 0.104 D_fake: 0.378 +(epoch: 19, iters: 56812, time: 0.287, data: 0.016) G_GAN: 4.273 G_L1: 3.607 D_real: 0.030 D_fake: 0.024 +(epoch: 19, iters: 56912, time: 0.423, data: 0.017) G_GAN: 4.529 G_L1: 3.217 D_real: 0.043 D_fake: 0.089 +(epoch: 19, iters: 57012, time: 0.304, data: 0.018) G_GAN: 5.179 G_L1: 3.329 D_real: 0.016 D_fake: 0.028 +(epoch: 19, iters: 57112, time: 0.300, data: 0.017) G_GAN: 4.441 G_L1: 5.200 D_real: 0.454 D_fake: 0.012 +(epoch: 19, iters: 57212, time: 0.306, data: 0.018) G_GAN: 4.939 G_L1: 2.913 D_real: 0.940 D_fake: 0.006 +(epoch: 19, iters: 57312, time: 0.425, data: 0.018) G_GAN: 5.070 G_L1: 6.279 D_real: 0.009 D_fake: 0.099 +(epoch: 19, iters: 57412, time: 0.301, data: 0.019) G_GAN: 3.891 G_L1: 3.836 D_real: 0.022 D_fake: 0.060 +(epoch: 19, iters: 57512, time: 0.303, data: 0.029) G_GAN: 3.848 G_L1: 3.242 D_real: 0.091 D_fake: 0.049 +(epoch: 19, iters: 57612, time: 0.302, data: 0.018) G_GAN: 3.466 G_L1: 3.902 D_real: 0.206 D_fake: 0.241 +(epoch: 19, iters: 57712, time: 0.535, data: 0.017) G_GAN: 6.480 G_L1: 3.559 D_real: 0.062 D_fake: 0.021 +(epoch: 19, iters: 57812, time: 0.296, data: 0.019) G_GAN: 6.249 G_L1: 4.075 D_real: 0.003 D_fake: 0.134 +(epoch: 19, iters: 57912, time: 0.299, data: 0.016) G_GAN: 5.216 G_L1: 4.209 D_real: 0.051 D_fake: 0.107 +(epoch: 19, iters: 58012, time: 0.300, data: 0.017) G_GAN: 3.536 G_L1: 4.792 D_real: 0.186 D_fake: 0.178 +(epoch: 19, iters: 58112, time: 0.403, data: 0.018) G_GAN: 3.839 G_L1: 4.759 D_real: 0.282 D_fake: 0.051 +(epoch: 19, iters: 58212, time: 0.292, data: 0.019) G_GAN: 4.965 G_L1: 4.146 D_real: 0.053 D_fake: 0.034 +(epoch: 19, iters: 58312, time: 0.300, data: 0.018) G_GAN: 4.933 G_L1: 9.335 D_real: 0.007 D_fake: 0.360 +(epoch: 19, iters: 58412, time: 0.300, data: 0.018) G_GAN: 5.212 G_L1: 4.184 D_real: 0.008 D_fake: 0.060 +(epoch: 19, iters: 58512, time: 0.405, data: 0.017) G_GAN: 4.330 G_L1: 4.962 D_real: 0.220 D_fake: 0.356 +(epoch: 19, iters: 58612, time: 0.299, data: 0.021) G_GAN: 5.319 G_L1: 3.250 D_real: 0.049 D_fake: 0.167 +(epoch: 19, iters: 58712, time: 0.301, data: 0.019) G_GAN: 2.446 G_L1: 3.885 D_real: 0.466 D_fake: 0.291 +(epoch: 19, iters: 58812, time: 0.296, data: 0.017) G_GAN: 4.388 G_L1: 4.554 D_real: 0.093 D_fake: 0.040 +(epoch: 19, iters: 58912, time: 0.418, data: 0.017) G_GAN: 4.260 G_L1: 2.585 D_real: 0.173 D_fake: 0.223 +(epoch: 19, iters: 59012, time: 0.302, data: 0.019) G_GAN: 3.669 G_L1: 5.839 D_real: 0.055 D_fake: 0.185 +(epoch: 19, iters: 59112, time: 0.302, data: 0.018) G_GAN: 6.294 G_L1: 6.064 D_real: 0.115 D_fake: 0.201 +(epoch: 19, iters: 59212, time: 0.290, data: 0.019) G_GAN: 5.767 G_L1: 3.448 D_real: 0.027 D_fake: 0.019 +(epoch: 19, iters: 59312, time: 0.405, data: 0.020) G_GAN: 5.766 G_L1: 5.590 D_real: 0.007 D_fake: 0.134 +(epoch: 19, iters: 59412, time: 0.298, data: 0.018) G_GAN: 3.458 G_L1: 3.688 D_real: 0.108 D_fake: 0.177 +(epoch: 19, iters: 59512, time: 0.292, data: 0.020) G_GAN: 4.796 G_L1: 4.311 D_real: 0.245 D_fake: 0.055 +(epoch: 19, iters: 59612, time: 0.302, data: 0.016) G_GAN: 7.860 G_L1: 6.523 D_real: 0.142 D_fake: 0.001 +(epoch: 19, iters: 59712, time: 0.552, data: 0.017) G_GAN: 3.621 G_L1: 3.968 D_real: 0.151 D_fake: 0.229 +(epoch: 19, iters: 59812, time: 0.299, data: 0.019) G_GAN: 5.477 G_L1: 3.808 D_real: 0.044 D_fake: 0.458 +(epoch: 19, iters: 59912, time: 0.301, data: 0.018) G_GAN: 3.697 G_L1: 4.284 D_real: 0.396 D_fake: 0.061 +(epoch: 19, iters: 60012, time: 0.298, data: 0.018) G_GAN: 3.811 G_L1: 2.847 D_real: 0.149 D_fake: 0.093 +(epoch: 20, iters: 96, time: 0.501, data: 0.016) G_GAN: 3.802 G_L1: 3.001 D_real: 0.602 D_fake: 0.014 +(epoch: 20, iters: 196, time: 0.300, data: 0.020) G_GAN: 5.065 G_L1: 4.050 D_real: 0.341 D_fake: 0.019 +(epoch: 20, iters: 296, time: 0.294, data: 0.018) G_GAN: 5.359 G_L1: 4.108 D_real: 0.084 D_fake: 0.178 +(epoch: 20, iters: 396, time: 0.302, data: 0.018) G_GAN: 4.557 G_L1: 4.190 D_real: 0.035 D_fake: 0.085 +(epoch: 20, iters: 496, time: 0.364, data: 0.018) G_GAN: 3.315 G_L1: 2.648 D_real: 0.037 D_fake: 0.152 +(epoch: 20, iters: 596, time: 0.302, data: 0.017) G_GAN: 4.552 G_L1: 4.966 D_real: 0.011 D_fake: 0.027 +(epoch: 20, iters: 696, time: 0.303, data: 0.018) G_GAN: 3.947 G_L1: 4.899 D_real: 0.257 D_fake: 0.032 +(epoch: 20, iters: 796, time: 0.297, data: 0.018) G_GAN: 4.520 G_L1: 4.446 D_real: 0.068 D_fake: 0.520 +(epoch: 20, iters: 896, time: 0.426, data: 0.018) G_GAN: 4.481 G_L1: 6.400 D_real: 0.417 D_fake: 0.027 +(epoch: 20, iters: 996, time: 0.285, data: 0.020) G_GAN: 4.874 G_L1: 4.326 D_real: 0.052 D_fake: 0.072 +(epoch: 20, iters: 1096, time: 0.291, data: 0.017) G_GAN: 2.945 G_L1: 6.091 D_real: 0.097 D_fake: 0.155 +(epoch: 20, iters: 1196, time: 0.297, data: 0.018) G_GAN: 4.342 G_L1: 4.655 D_real: 0.056 D_fake: 0.220 +(epoch: 20, iters: 1296, time: 0.391, data: 0.018) G_GAN: 3.533 G_L1: 4.113 D_real: 0.082 D_fake: 0.064 +(epoch: 20, iters: 1396, time: 0.290, data: 0.020) G_GAN: 4.902 G_L1: 3.526 D_real: 0.000 D_fake: 0.082 +(epoch: 20, iters: 1496, time: 0.294, data: 0.017) G_GAN: 5.465 G_L1: 6.613 D_real: 0.018 D_fake: 0.044 +(epoch: 20, iters: 1596, time: 0.298, data: 0.018) G_GAN: 3.357 G_L1: 3.847 D_real: 0.051 D_fake: 0.607 +(epoch: 20, iters: 1696, time: 0.549, data: 0.019) G_GAN: 4.017 G_L1: 3.259 D_real: 0.375 D_fake: 0.206 +(epoch: 20, iters: 1796, time: 0.299, data: 0.019) G_GAN: 5.692 G_L1: 8.164 D_real: 0.052 D_fake: 0.024 +(epoch: 20, iters: 1896, time: 0.300, data: 0.018) G_GAN: 3.697 G_L1: 2.937 D_real: 0.228 D_fake: 0.054 +(epoch: 20, iters: 1996, time: 0.292, data: 0.019) G_GAN: 3.767 G_L1: 3.608 D_real: 0.205 D_fake: 0.079 +(epoch: 20, iters: 2096, time: 0.413, data: 0.017) G_GAN: 6.260 G_L1: 5.408 D_real: 0.105 D_fake: 0.010 +(epoch: 20, iters: 2196, time: 0.294, data: 0.020) G_GAN: 4.861 G_L1: 3.926 D_real: 0.069 D_fake: 0.053 +(epoch: 20, iters: 2296, time: 0.303, data: 0.018) G_GAN: 4.124 G_L1: 3.359 D_real: 0.021 D_fake: 0.430 +(epoch: 20, iters: 2396, time: 0.302, data: 0.019) G_GAN: 4.180 G_L1: 3.337 D_real: 0.191 D_fake: 0.115 +(epoch: 20, iters: 2496, time: 0.420, data: 0.017) G_GAN: 5.298 G_L1: 7.527 D_real: 0.067 D_fake: 0.035 +(epoch: 20, iters: 2596, time: 0.296, data: 0.019) G_GAN: 4.734 G_L1: 3.726 D_real: 0.061 D_fake: 0.031 +(epoch: 20, iters: 2696, time: 0.298, data: 0.018) G_GAN: 5.425 G_L1: 5.419 D_real: 0.029 D_fake: 0.012 +(epoch: 20, iters: 2796, time: 0.297, data: 0.019) G_GAN: 4.657 G_L1: 5.148 D_real: 0.384 D_fake: 0.012 +(epoch: 20, iters: 2896, time: 0.419, data: 0.021) G_GAN: 4.012 G_L1: 2.606 D_real: 0.408 D_fake: 0.031 +(epoch: 20, iters: 2996, time: 0.294, data: 0.021) G_GAN: 4.586 G_L1: 3.983 D_real: 0.022 D_fake: 0.217 +(epoch: 20, iters: 3096, time: 0.301, data: 0.021) G_GAN: 5.792 G_L1: 4.738 D_real: 0.003 D_fake: 0.041 +(epoch: 20, iters: 3196, time: 0.287, data: 0.019) G_GAN: 2.547 G_L1: 4.550 D_real: 0.194 D_fake: 0.130 +(epoch: 20, iters: 3296, time: 0.391, data: 0.019) G_GAN: 4.518 G_L1: 2.177 D_real: 0.391 D_fake: 0.023 +(epoch: 20, iters: 3396, time: 0.297, data: 0.019) G_GAN: 3.605 G_L1: 4.737 D_real: 0.020 D_fake: 0.583 +(epoch: 20, iters: 3496, time: 0.302, data: 0.022) G_GAN: 2.825 G_L1: 3.382 D_real: 0.327 D_fake: 0.251 +(epoch: 20, iters: 3596, time: 0.302, data: 0.018) G_GAN: 3.790 G_L1: 2.623 D_real: 0.015 D_fake: 0.335 +(epoch: 20, iters: 3696, time: 0.559, data: 0.018) G_GAN: 3.494 G_L1: 3.018 D_real: 0.066 D_fake: 0.365 +(epoch: 20, iters: 3796, time: 0.305, data: 0.020) G_GAN: 4.609 G_L1: 3.978 D_real: 0.092 D_fake: 0.315 +(epoch: 20, iters: 3896, time: 0.301, data: 0.019) G_GAN: 5.337 G_L1: 3.613 D_real: 0.115 D_fake: 0.018 +(epoch: 20, iters: 3996, time: 0.301, data: 0.018) G_GAN: 5.003 G_L1: 3.736 D_real: 0.069 D_fake: 0.022 +(epoch: 20, iters: 4096, time: 0.378, data: 0.023) G_GAN: 3.552 G_L1: 3.779 D_real: 0.066 D_fake: 0.173 +(epoch: 20, iters: 4196, time: 0.301, data: 0.017) G_GAN: 3.934 G_L1: 4.684 D_real: 0.004 D_fake: 0.341 +(epoch: 20, iters: 4296, time: 0.287, data: 0.018) G_GAN: 3.482 G_L1: 3.969 D_real: 0.037 D_fake: 0.087 +(epoch: 20, iters: 4396, time: 0.300, data: 0.015) G_GAN: 3.769 G_L1: 4.175 D_real: 0.024 D_fake: 0.103 +(epoch: 20, iters: 4496, time: 0.414, data: 0.018) G_GAN: 4.266 G_L1: 4.202 D_real: 0.050 D_fake: 0.047 +(epoch: 20, iters: 4596, time: 0.296, data: 0.019) G_GAN: 3.775 G_L1: 3.218 D_real: 0.226 D_fake: 0.095 +(epoch: 20, iters: 4696, time: 0.292, data: 0.017) G_GAN: 4.335 G_L1: 4.018 D_real: 0.100 D_fake: 0.144 +(epoch: 20, iters: 4796, time: 0.303, data: 0.019) G_GAN: 5.689 G_L1: 4.156 D_real: 0.039 D_fake: 0.015 +(epoch: 20, iters: 4896, time: 0.392, data: 0.018) G_GAN: 4.285 G_L1: 3.436 D_real: 0.265 D_fake: 0.042 +(epoch: 20, iters: 4996, time: 0.302, data: 0.019) G_GAN: 4.538 G_L1: 4.337 D_real: 0.015 D_fake: 0.211 +(epoch: 20, iters: 5096, time: 0.286, data: 0.017) G_GAN: 4.353 G_L1: 5.648 D_real: 0.328 D_fake: 0.015 +(epoch: 20, iters: 5196, time: 0.293, data: 0.015) G_GAN: 5.038 G_L1: 3.630 D_real: 0.116 D_fake: 0.057 +(epoch: 20, iters: 5296, time: 0.422, data: 0.023) G_GAN: 4.211 G_L1: 4.177 D_real: 0.077 D_fake: 0.150 +(epoch: 20, iters: 5396, time: 0.295, data: 0.018) G_GAN: 4.184 G_L1: 3.361 D_real: 0.240 D_fake: 0.065 +(epoch: 20, iters: 5496, time: 0.296, data: 0.017) G_GAN: 6.313 G_L1: 4.459 D_real: 0.146 D_fake: 0.013 +(epoch: 20, iters: 5596, time: 0.282, data: 0.017) G_GAN: 5.778 G_L1: 3.706 D_real: 0.043 D_fake: 0.035 +(epoch: 20, iters: 5696, time: 0.567, data: 0.016) G_GAN: 4.858 G_L1: 7.066 D_real: 0.005 D_fake: 0.082 +(epoch: 20, iters: 5796, time: 0.294, data: 0.018) G_GAN: 3.029 G_L1: 3.887 D_real: 0.342 D_fake: 0.142 +(epoch: 20, iters: 5896, time: 0.295, data: 0.016) G_GAN: 6.027 G_L1: 3.247 D_real: 0.001 D_fake: 0.346 +(epoch: 20, iters: 5996, time: 0.293, data: 0.016) G_GAN: 6.030 G_L1: 3.901 D_real: 0.024 D_fake: 0.132 +(epoch: 20, iters: 6096, time: 0.416, data: 0.016) G_GAN: 5.623 G_L1: 3.829 D_real: 0.002 D_fake: 0.075 +(epoch: 20, iters: 6196, time: 0.295, data: 0.017) G_GAN: 3.638 G_L1: 2.887 D_real: 0.029 D_fake: 0.271 +(epoch: 20, iters: 6296, time: 0.298, data: 0.017) G_GAN: 4.737 G_L1: 4.304 D_real: 0.067 D_fake: 0.338 +(epoch: 20, iters: 6396, time: 0.302, data: 0.015) G_GAN: 5.576 G_L1: 3.543 D_real: 0.869 D_fake: 0.030 +(epoch: 20, iters: 6496, time: 0.426, data: 0.017) G_GAN: 3.854 G_L1: 4.678 D_real: 0.157 D_fake: 0.249 +(epoch: 20, iters: 6596, time: 0.303, data: 0.021) G_GAN: 3.598 G_L1: 3.631 D_real: 0.047 D_fake: 0.220 +(epoch: 20, iters: 6696, time: 0.285, data: 0.015) G_GAN: 4.110 G_L1: 4.218 D_real: 0.499 D_fake: 0.033 +(epoch: 20, iters: 6796, time: 0.298, data: 0.014) G_GAN: 3.690 G_L1: 5.497 D_real: 0.228 D_fake: 0.096 +(epoch: 20, iters: 6896, time: 0.421, data: 0.016) G_GAN: 4.167 G_L1: 3.455 D_real: 0.006 D_fake: 0.114 +(epoch: 20, iters: 6996, time: 0.302, data: 0.019) G_GAN: 4.402 G_L1: 3.322 D_real: 0.073 D_fake: 0.188 +(epoch: 20, iters: 7096, time: 0.312, data: 0.017) G_GAN: 5.030 G_L1: 4.899 D_real: 0.005 D_fake: 0.074 +(epoch: 20, iters: 7196, time: 0.302, data: 0.017) G_GAN: 6.318 G_L1: 3.746 D_real: 0.007 D_fake: 0.035 +(epoch: 20, iters: 7296, time: 0.411, data: 0.021) G_GAN: 4.653 G_L1: 6.398 D_real: 0.694 D_fake: 0.369 +(epoch: 20, iters: 7396, time: 0.291, data: 0.018) G_GAN: 4.595 G_L1: 4.425 D_real: 0.013 D_fake: 0.158 +(epoch: 20, iters: 7496, time: 0.296, data: 0.016) G_GAN: 5.505 G_L1: 3.321 D_real: 0.075 D_fake: 0.053 +(epoch: 20, iters: 7596, time: 0.293, data: 0.016) G_GAN: 7.116 G_L1: 6.065 D_real: 0.022 D_fake: 0.004 +(epoch: 20, iters: 7696, time: 0.511, data: 0.017) G_GAN: 6.466 G_L1: 5.061 D_real: 0.003 D_fake: 0.034 +(epoch: 20, iters: 7796, time: 0.291, data: 0.018) G_GAN: 4.523 G_L1: 4.293 D_real: 0.023 D_fake: 0.041 +(epoch: 20, iters: 7896, time: 0.289, data: 0.020) G_GAN: 4.076 G_L1: 7.872 D_real: 0.190 D_fake: 0.038 +(epoch: 20, iters: 7996, time: 0.300, data: 0.016) G_GAN: 5.224 G_L1: 7.992 D_real: 0.074 D_fake: 0.156 +(epoch: 20, iters: 8096, time: 0.415, data: 0.017) G_GAN: 5.237 G_L1: 3.209 D_real: 0.007 D_fake: 0.034 +(epoch: 20, iters: 8196, time: 0.303, data: 0.018) G_GAN: 5.624 G_L1: 4.842 D_real: 0.136 D_fake: 0.039 +(epoch: 20, iters: 8296, time: 0.301, data: 0.017) G_GAN: 4.083 G_L1: 3.442 D_real: 0.019 D_fake: 0.262 +(epoch: 20, iters: 8396, time: 0.297, data: 0.018) G_GAN: 4.141 G_L1: 3.271 D_real: 0.150 D_fake: 0.094 +(epoch: 20, iters: 8496, time: 0.408, data: 0.017) G_GAN: 4.054 G_L1: 3.562 D_real: 0.053 D_fake: 0.176 +(epoch: 20, iters: 8596, time: 0.305, data: 0.017) G_GAN: 3.538 G_L1: 4.516 D_real: 0.023 D_fake: 0.190 +(epoch: 20, iters: 8696, time: 0.302, data: 0.018) G_GAN: 4.012 G_L1: 2.613 D_real: 0.004 D_fake: 0.101 +(epoch: 20, iters: 8796, time: 0.300, data: 0.017) G_GAN: 4.147 G_L1: 3.433 D_real: 0.172 D_fake: 0.038 +(epoch: 20, iters: 8896, time: 0.424, data: 0.018) G_GAN: 6.737 G_L1: 4.887 D_real: 0.008 D_fake: 0.013 +(epoch: 20, iters: 8996, time: 0.303, data: 0.018) G_GAN: 3.629 G_L1: 3.929 D_real: 0.002 D_fake: 0.091 +(epoch: 20, iters: 9096, time: 0.297, data: 0.017) G_GAN: 4.610 G_L1: 2.813 D_real: 0.116 D_fake: 0.200 +(epoch: 20, iters: 9196, time: 0.278, data: 0.017) G_GAN: 4.708 G_L1: 3.689 D_real: 0.263 D_fake: 0.015 +(epoch: 20, iters: 9296, time: 0.406, data: 0.016) G_GAN: 4.589 G_L1: 4.018 D_real: 0.012 D_fake: 0.140 +(epoch: 20, iters: 9396, time: 0.306, data: 0.017) G_GAN: 4.686 G_L1: 3.721 D_real: 0.344 D_fake: 0.015 +(epoch: 20, iters: 9496, time: 0.303, data: 0.020) G_GAN: 4.159 G_L1: 3.306 D_real: 0.032 D_fake: 0.142 +(epoch: 20, iters: 9596, time: 0.291, data: 0.017) G_GAN: 3.164 G_L1: 3.203 D_real: 0.506 D_fake: 0.010 +(epoch: 20, iters: 9696, time: 0.538, data: 0.016) G_GAN: 4.933 G_L1: 12.101 D_real: 0.063 D_fake: 0.037 +(epoch: 20, iters: 9796, time: 0.290, data: 0.019) G_GAN: 4.131 G_L1: 4.211 D_real: 0.081 D_fake: 0.158 +(epoch: 20, iters: 9896, time: 0.292, data: 0.017) G_GAN: 4.442 G_L1: 4.496 D_real: 0.008 D_fake: 0.065 +(epoch: 20, iters: 9996, time: 0.296, data: 0.016) G_GAN: 6.014 G_L1: 4.099 D_real: 0.016 D_fake: 0.085 +(epoch: 20, iters: 10096, time: 0.430, data: 0.019) G_GAN: 4.480 G_L1: 5.082 D_real: 0.110 D_fake: 0.072 +(epoch: 20, iters: 10196, time: 0.301, data: 0.020) G_GAN: 4.630 G_L1: 2.735 D_real: 0.037 D_fake: 0.212 +(epoch: 20, iters: 10296, time: 0.299, data: 0.020) G_GAN: 3.574 G_L1: 3.172 D_real: 0.250 D_fake: 0.087 +(epoch: 20, iters: 10396, time: 0.303, data: 0.023) G_GAN: 2.945 G_L1: 3.990 D_real: 0.960 D_fake: 0.026 +(epoch: 20, iters: 10496, time: 0.411, data: 0.018) G_GAN: 3.693 G_L1: 3.195 D_real: 0.093 D_fake: 0.229 +(epoch: 20, iters: 10596, time: 0.308, data: 0.018) G_GAN: 4.401 G_L1: 3.956 D_real: 0.050 D_fake: 0.060 +(epoch: 20, iters: 10696, time: 0.304, data: 0.018) G_GAN: 4.434 G_L1: 3.066 D_real: 0.147 D_fake: 0.036 +(epoch: 20, iters: 10796, time: 0.306, data: 0.020) G_GAN: 4.304 G_L1: 3.425 D_real: 0.061 D_fake: 0.134 +(epoch: 20, iters: 10896, time: 0.431, data: 0.018) G_GAN: 4.499 G_L1: 3.946 D_real: 0.192 D_fake: 0.020 +(epoch: 20, iters: 10996, time: 0.298, data: 0.026) G_GAN: 2.961 G_L1: 2.977 D_real: 0.383 D_fake: 0.142 +(epoch: 20, iters: 11096, time: 0.297, data: 0.017) G_GAN: 4.307 G_L1: 3.192 D_real: 0.048 D_fake: 0.089 +(epoch: 20, iters: 11196, time: 0.303, data: 0.017) G_GAN: 3.869 G_L1: 2.259 D_real: 0.013 D_fake: 0.464 +(epoch: 20, iters: 11296, time: 0.390, data: 0.021) G_GAN: 4.159 G_L1: 4.116 D_real: 0.047 D_fake: 0.120 +(epoch: 20, iters: 11396, time: 0.300, data: 0.019) G_GAN: 3.518 G_L1: 3.363 D_real: 0.249 D_fake: 0.067 +(epoch: 20, iters: 11496, time: 0.297, data: 0.020) G_GAN: 4.779 G_L1: 3.115 D_real: 0.123 D_fake: 0.238 +(epoch: 20, iters: 11596, time: 0.304, data: 0.018) G_GAN: 6.562 G_L1: 4.289 D_real: 0.077 D_fake: 0.023 +(epoch: 20, iters: 11696, time: 0.555, data: 0.017) G_GAN: 4.304 G_L1: 3.579 D_real: 0.214 D_fake: 0.050 +(epoch: 20, iters: 11796, time: 0.294, data: 0.018) G_GAN: 4.488 G_L1: 4.823 D_real: 0.110 D_fake: 0.068 +(epoch: 20, iters: 11896, time: 0.303, data: 0.018) G_GAN: 3.733 G_L1: 3.068 D_real: 0.295 D_fake: 0.031 +(epoch: 20, iters: 11996, time: 0.282, data: 0.018) G_GAN: 5.746 G_L1: 3.976 D_real: 0.059 D_fake: 0.036 +(epoch: 20, iters: 12096, time: 0.421, data: 0.018) G_GAN: 4.295 G_L1: 3.561 D_real: 0.078 D_fake: 0.398 +(epoch: 20, iters: 12196, time: 0.306, data: 0.021) G_GAN: 5.517 G_L1: 3.344 D_real: 0.082 D_fake: 0.346 +(epoch: 20, iters: 12296, time: 0.305, data: 0.017) G_GAN: 5.097 G_L1: 3.620 D_real: 0.082 D_fake: 0.050 +(epoch: 20, iters: 12396, time: 0.309, data: 0.018) G_GAN: 3.021 G_L1: 2.527 D_real: 0.038 D_fake: 0.195 +(epoch: 20, iters: 12496, time: 0.391, data: 0.018) G_GAN: 2.784 G_L1: 3.242 D_real: 0.377 D_fake: 0.110 +(epoch: 20, iters: 12596, time: 0.303, data: 0.019) G_GAN: 1.584 G_L1: 4.321 D_real: 0.879 D_fake: 0.018 +(epoch: 20, iters: 12696, time: 0.300, data: 0.018) G_GAN: 4.029 G_L1: 2.692 D_real: 0.156 D_fake: 0.280 +(epoch: 20, iters: 12796, time: 0.306, data: 0.019) G_GAN: 3.502 G_L1: 3.288 D_real: 0.101 D_fake: 0.035 +(epoch: 20, iters: 12896, time: 0.416, data: 0.017) G_GAN: 4.098 G_L1: 4.258 D_real: 0.050 D_fake: 0.209 +(epoch: 20, iters: 12996, time: 0.299, data: 0.020) G_GAN: 5.563 G_L1: 4.412 D_real: 0.063 D_fake: 0.037 +(epoch: 20, iters: 13096, time: 0.296, data: 0.018) G_GAN: 4.498 G_L1: 3.426 D_real: 0.232 D_fake: 0.035 +(epoch: 20, iters: 13196, time: 0.304, data: 0.016) G_GAN: 5.167 G_L1: 4.331 D_real: 0.000 D_fake: 0.024 +(epoch: 20, iters: 13296, time: 0.402, data: 0.021) G_GAN: 5.822 G_L1: 3.869 D_real: 0.020 D_fake: 0.257 +(epoch: 20, iters: 13396, time: 0.294, data: 0.018) G_GAN: 4.443 G_L1: 3.672 D_real: 0.051 D_fake: 0.194 +(epoch: 20, iters: 13496, time: 0.303, data: 0.020) G_GAN: 3.249 G_L1: 3.959 D_real: 0.004 D_fake: 0.853 +(epoch: 20, iters: 13596, time: 0.302, data: 0.023) G_GAN: 4.339 G_L1: 3.606 D_real: 0.060 D_fake: 0.920 +(epoch: 20, iters: 13696, time: 0.546, data: 0.017) G_GAN: 2.573 G_L1: 2.583 D_real: 0.629 D_fake: 0.143 +(epoch: 20, iters: 13796, time: 0.294, data: 0.019) G_GAN: 4.674 G_L1: 4.962 D_real: 0.037 D_fake: 0.154 +(epoch: 20, iters: 13896, time: 0.300, data: 0.017) G_GAN: 6.408 G_L1: 4.526 D_real: 0.000 D_fake: 0.011 +(epoch: 20, iters: 13996, time: 0.306, data: 0.018) G_GAN: 6.252 G_L1: 4.124 D_real: 0.122 D_fake: 0.022 +(epoch: 20, iters: 14096, time: 0.420, data: 0.018) G_GAN: 3.686 G_L1: 3.701 D_real: 0.334 D_fake: 0.213 +(epoch: 20, iters: 14196, time: 0.303, data: 0.019) G_GAN: 2.334 G_L1: 3.548 D_real: 0.025 D_fake: 0.271 +(epoch: 20, iters: 14296, time: 0.305, data: 0.017) G_GAN: 3.288 G_L1: 2.601 D_real: 0.303 D_fake: 0.119 +(epoch: 20, iters: 14396, time: 0.304, data: 0.018) G_GAN: 4.981 G_L1: 4.912 D_real: 0.018 D_fake: 1.053 +(epoch: 20, iters: 14496, time: 0.427, data: 0.023) G_GAN: 3.961 G_L1: 4.958 D_real: 0.006 D_fake: 0.265 +(epoch: 20, iters: 14596, time: 0.295, data: 0.020) G_GAN: 4.776 G_L1: 5.654 D_real: 0.010 D_fake: 0.216 +(epoch: 20, iters: 14696, time: 0.299, data: 0.018) G_GAN: 5.365 G_L1: 3.781 D_real: 0.282 D_fake: 0.611 +(epoch: 20, iters: 14796, time: 0.292, data: 0.018) G_GAN: 5.236 G_L1: 4.157 D_real: 0.614 D_fake: 0.805 +(epoch: 20, iters: 14896, time: 0.391, data: 0.020) G_GAN: 3.090 G_L1: 3.756 D_real: 0.276 D_fake: 0.078 +(epoch: 20, iters: 14996, time: 0.308, data: 0.024) G_GAN: 3.020 G_L1: 2.945 D_real: 0.155 D_fake: 0.091 +(epoch: 20, iters: 15096, time: 0.295, data: 0.024) G_GAN: 3.339 G_L1: 3.278 D_real: 0.128 D_fake: 0.122 +(epoch: 20, iters: 15196, time: 0.294, data: 0.017) G_GAN: 3.871 G_L1: 3.083 D_real: 0.039 D_fake: 1.477 +(epoch: 20, iters: 15296, time: 0.407, data: 0.022) G_GAN: 4.038 G_L1: 3.231 D_real: 0.076 D_fake: 0.031 +(epoch: 20, iters: 15396, time: 0.302, data: 0.018) G_GAN: 3.192 G_L1: 3.333 D_real: 0.734 D_fake: 0.043 +(epoch: 20, iters: 15496, time: 0.289, data: 0.018) G_GAN: 3.721 G_L1: 3.528 D_real: 0.001 D_fake: 0.054 +(epoch: 20, iters: 15596, time: 0.299, data: 0.021) G_GAN: 3.063 G_L1: 3.078 D_real: 0.412 D_fake: 0.059 +(epoch: 20, iters: 15696, time: 0.544, data: 0.018) G_GAN: 3.812 G_L1: 3.973 D_real: 0.082 D_fake: 0.135 +(epoch: 20, iters: 15796, time: 0.295, data: 0.020) G_GAN: 3.969 G_L1: 4.167 D_real: 0.178 D_fake: 0.050 +(epoch: 20, iters: 15896, time: 0.306, data: 0.016) G_GAN: 6.006 G_L1: 3.473 D_real: 0.626 D_fake: 0.791 +(epoch: 20, iters: 15996, time: 0.293, data: 0.019) G_GAN: 6.113 G_L1: 2.468 D_real: 0.262 D_fake: 0.004 +(epoch: 20, iters: 16096, time: 0.412, data: 0.016) G_GAN: 4.120 G_L1: 4.122 D_real: 0.010 D_fake: 0.113 +(epoch: 20, iters: 16196, time: 0.299, data: 0.020) G_GAN: 5.011 G_L1: 4.398 D_real: 0.088 D_fake: 0.020 +(epoch: 20, iters: 16296, time: 0.297, data: 0.017) G_GAN: 4.220 G_L1: 3.985 D_real: 0.031 D_fake: 0.054 +(epoch: 20, iters: 16396, time: 0.296, data: 0.024) G_GAN: 4.929 G_L1: 6.248 D_real: 0.261 D_fake: 0.019 +(epoch: 20, iters: 16496, time: 0.407, data: 0.017) G_GAN: 4.714 G_L1: 2.564 D_real: 0.253 D_fake: 0.049 +(epoch: 20, iters: 16596, time: 0.299, data: 0.019) G_GAN: 3.143 G_L1: 4.973 D_real: 0.474 D_fake: 0.146 +(epoch: 20, iters: 16696, time: 0.298, data: 0.018) G_GAN: 6.369 G_L1: 5.652 D_real: 0.016 D_fake: 0.322 +(epoch: 20, iters: 16796, time: 0.298, data: 0.020) G_GAN: 3.669 G_L1: 2.883 D_real: 0.015 D_fake: 0.618 +(epoch: 20, iters: 16896, time: 0.413, data: 0.018) G_GAN: 4.190 G_L1: 4.531 D_real: 0.016 D_fake: 0.091 +(epoch: 20, iters: 16996, time: 0.301, data: 0.019) G_GAN: 3.478 G_L1: 3.870 D_real: 0.095 D_fake: 0.251 +(epoch: 20, iters: 17096, time: 0.299, data: 0.019) G_GAN: 3.871 G_L1: 3.658 D_real: 0.029 D_fake: 0.443 +(epoch: 20, iters: 17196, time: 0.294, data: 0.017) G_GAN: 4.747 G_L1: 2.928 D_real: 0.998 D_fake: 0.004 +(epoch: 20, iters: 17296, time: 0.382, data: 0.016) G_GAN: 4.453 G_L1: 3.522 D_real: 0.132 D_fake: 0.040 +(epoch: 20, iters: 17396, time: 0.299, data: 0.021) G_GAN: 4.531 G_L1: 3.480 D_real: 0.291 D_fake: 0.027 +(epoch: 20, iters: 17496, time: 0.300, data: 0.017) G_GAN: 6.024 G_L1: 4.996 D_real: 0.190 D_fake: 0.010 +(epoch: 20, iters: 17596, time: 0.300, data: 0.021) G_GAN: 5.006 G_L1: 5.598 D_real: 0.433 D_fake: 0.233 +(epoch: 20, iters: 17696, time: 0.583, data: 0.018) G_GAN: 6.985 G_L1: 4.051 D_real: 0.088 D_fake: 0.006 +(epoch: 20, iters: 17796, time: 0.301, data: 0.018) G_GAN: 4.551 G_L1: 4.165 D_real: 0.124 D_fake: 0.037 +(epoch: 20, iters: 17896, time: 0.300, data: 0.019) G_GAN: 3.420 G_L1: 3.950 D_real: 0.090 D_fake: 0.224 +(epoch: 20, iters: 17996, time: 0.299, data: 0.016) G_GAN: 2.576 G_L1: 4.966 D_real: 0.037 D_fake: 0.131 +(epoch: 20, iters: 18096, time: 0.418, data: 0.018) G_GAN: 4.008 G_L1: 6.074 D_real: 0.014 D_fake: 0.097 +(epoch: 20, iters: 18196, time: 0.298, data: 0.019) G_GAN: 5.633 G_L1: 2.834 D_real: 0.088 D_fake: 0.008 +(epoch: 20, iters: 18296, time: 0.292, data: 0.017) G_GAN: 3.556 G_L1: 5.048 D_real: 1.338 D_fake: 0.015 +(epoch: 20, iters: 18396, time: 0.291, data: 0.016) G_GAN: 5.408 G_L1: 3.535 D_real: 0.064 D_fake: 0.088 +(epoch: 20, iters: 18496, time: 0.419, data: 0.016) G_GAN: 2.691 G_L1: 3.688 D_real: 0.229 D_fake: 0.098 +(epoch: 20, iters: 18596, time: 0.302, data: 0.017) G_GAN: 3.806 G_L1: 3.438 D_real: 0.341 D_fake: 0.159 +(epoch: 20, iters: 18696, time: 0.297, data: 0.019) G_GAN: 4.875 G_L1: 3.549 D_real: 0.043 D_fake: 0.031 +(epoch: 20, iters: 18796, time: 0.300, data: 0.016) G_GAN: 4.159 G_L1: 6.246 D_real: 0.300 D_fake: 0.347 +(epoch: 20, iters: 18896, time: 0.412, data: 0.018) G_GAN: 3.427 G_L1: 2.744 D_real: 0.107 D_fake: 0.122 +(epoch: 20, iters: 18996, time: 0.295, data: 0.018) G_GAN: 5.119 G_L1: 5.354 D_real: 0.061 D_fake: 0.232 +(epoch: 20, iters: 19096, time: 0.298, data: 0.017) G_GAN: 4.210 G_L1: 4.992 D_real: 0.413 D_fake: 0.200 +(epoch: 20, iters: 19196, time: 0.286, data: 0.018) G_GAN: 3.519 G_L1: 3.349 D_real: 0.112 D_fake: 0.172 +(epoch: 20, iters: 19296, time: 0.377, data: 0.016) G_GAN: 2.895 G_L1: 4.126 D_real: 0.383 D_fake: 0.172 +(epoch: 20, iters: 19396, time: 0.294, data: 0.018) G_GAN: 2.583 G_L1: 2.569 D_real: 0.029 D_fake: 0.150 +(epoch: 20, iters: 19496, time: 0.300, data: 0.017) G_GAN: 5.348 G_L1: 4.160 D_real: 0.013 D_fake: 0.015 +(epoch: 20, iters: 19596, time: 0.302, data: 0.017) G_GAN: 3.195 G_L1: 5.607 D_real: 0.264 D_fake: 0.202 +(epoch: 20, iters: 19696, time: 0.561, data: 0.017) G_GAN: 4.484 G_L1: 4.356 D_real: 0.007 D_fake: 0.053 +(epoch: 20, iters: 19796, time: 0.291, data: 0.019) G_GAN: 3.341 G_L1: 3.514 D_real: 0.409 D_fake: 0.092 +(epoch: 20, iters: 19896, time: 0.302, data: 0.018) G_GAN: 5.006 G_L1: 3.654 D_real: 0.408 D_fake: 0.020 +(epoch: 20, iters: 19996, time: 0.301, data: 0.017) G_GAN: 7.317 G_L1: 4.906 D_real: 0.505 D_fake: 0.582 +(epoch: 20, iters: 20096, time: 0.409, data: 0.017) G_GAN: 2.702 G_L1: 3.740 D_real: 0.831 D_fake: 0.083 +(epoch: 20, iters: 20196, time: 0.288, data: 0.018) G_GAN: 4.072 G_L1: 2.773 D_real: 0.043 D_fake: 0.375 +(epoch: 20, iters: 20296, time: 0.291, data: 0.017) G_GAN: 3.758 G_L1: 2.813 D_real: 0.237 D_fake: 0.100 +(epoch: 20, iters: 20396, time: 0.299, data: 0.016) G_GAN: 3.932 G_L1: 3.875 D_real: 0.092 D_fake: 0.151 +(epoch: 20, iters: 20496, time: 0.373, data: 0.017) G_GAN: 3.492 G_L1: 3.385 D_real: 0.156 D_fake: 0.070 +(epoch: 20, iters: 20596, time: 0.305, data: 0.017) G_GAN: 1.971 G_L1: 3.524 D_real: 0.343 D_fake: 0.128 +(epoch: 20, iters: 20696, time: 0.294, data: 0.017) G_GAN: 3.279 G_L1: 2.841 D_real: 0.193 D_fake: 0.298 +(epoch: 20, iters: 20796, time: 0.293, data: 0.016) G_GAN: 4.147 G_L1: 6.784 D_real: 0.005 D_fake: 0.252 +(epoch: 20, iters: 20896, time: 0.383, data: 0.021) G_GAN: 4.725 G_L1: 2.961 D_real: 0.417 D_fake: 0.011 +(epoch: 20, iters: 20996, time: 0.297, data: 0.017) G_GAN: 5.438 G_L1: 3.823 D_real: 0.973 D_fake: 0.016 +(epoch: 20, iters: 21096, time: 0.303, data: 0.017) G_GAN: 3.718 G_L1: 5.253 D_real: 0.044 D_fake: 0.160 +(epoch: 20, iters: 21196, time: 0.292, data: 0.017) G_GAN: 4.811 G_L1: 4.237 D_real: 0.156 D_fake: 0.028 +(epoch: 20, iters: 21296, time: 0.418, data: 0.017) G_GAN: 4.056 G_L1: 4.020 D_real: 0.002 D_fake: 0.265 +(epoch: 20, iters: 21396, time: 0.285, data: 0.019) G_GAN: 4.727 G_L1: 3.472 D_real: 0.536 D_fake: 0.044 +(epoch: 20, iters: 21496, time: 0.295, data: 0.018) G_GAN: 2.958 G_L1: 3.516 D_real: 0.099 D_fake: 0.259 +(epoch: 20, iters: 21596, time: 0.300, data: 0.016) G_GAN: 4.477 G_L1: 4.787 D_real: 0.001 D_fake: 0.629 +(epoch: 20, iters: 21696, time: 0.550, data: 0.016) G_GAN: 3.051 G_L1: 3.778 D_real: 0.071 D_fake: 0.190 +(epoch: 20, iters: 21796, time: 0.292, data: 0.017) G_GAN: 4.222 G_L1: 4.092 D_real: 0.018 D_fake: 0.037 +(epoch: 20, iters: 21896, time: 0.282, data: 0.019) G_GAN: 3.620 G_L1: 7.764 D_real: 0.037 D_fake: 0.456 +(epoch: 20, iters: 21996, time: 0.284, data: 0.022) G_GAN: 3.832 G_L1: 3.525 D_real: 0.097 D_fake: 0.133 +(epoch: 20, iters: 22096, time: 0.422, data: 0.015) G_GAN: 5.255 G_L1: 6.625 D_real: 0.128 D_fake: 0.014 +(epoch: 20, iters: 22196, time: 0.295, data: 0.019) G_GAN: 3.204 G_L1: 4.799 D_real: 0.436 D_fake: 0.040 +(epoch: 20, iters: 22296, time: 0.291, data: 0.021) G_GAN: 4.063 G_L1: 4.336 D_real: 0.004 D_fake: 0.097 +(epoch: 20, iters: 22396, time: 0.302, data: 0.016) G_GAN: 5.176 G_L1: 5.406 D_real: 0.047 D_fake: 0.413 +(epoch: 20, iters: 22496, time: 0.359, data: 0.016) G_GAN: 3.755 G_L1: 4.680 D_real: 0.040 D_fake: 0.061 +(epoch: 20, iters: 22596, time: 0.309, data: 0.017) G_GAN: 5.237 G_L1: 6.762 D_real: 0.003 D_fake: 0.468 +(epoch: 20, iters: 22696, time: 0.300, data: 0.018) G_GAN: 5.203 G_L1: 3.409 D_real: 0.051 D_fake: 0.039 +(epoch: 20, iters: 22796, time: 0.295, data: 0.016) G_GAN: 4.368 G_L1: 5.827 D_real: 0.021 D_fake: 0.183 +(epoch: 20, iters: 22896, time: 0.418, data: 0.018) G_GAN: 3.755 G_L1: 3.220 D_real: 0.328 D_fake: 0.016 +(epoch: 20, iters: 22996, time: 0.298, data: 0.019) G_GAN: 3.818 G_L1: 4.117 D_real: 0.150 D_fake: 0.140 +(epoch: 20, iters: 23096, time: 0.300, data: 0.017) G_GAN: 4.516 G_L1: 3.257 D_real: 0.207 D_fake: 0.098 +(epoch: 20, iters: 23196, time: 0.296, data: 0.017) G_GAN: 4.899 G_L1: 3.935 D_real: 0.146 D_fake: 0.079 +(epoch: 20, iters: 23296, time: 0.407, data: 0.017) G_GAN: 2.559 G_L1: 6.537 D_real: 0.512 D_fake: 0.035 +(epoch: 20, iters: 23396, time: 0.292, data: 0.018) G_GAN: 6.145 G_L1: 3.780 D_real: 0.212 D_fake: 0.220 +(epoch: 20, iters: 23496, time: 0.300, data: 0.017) G_GAN: 3.825 G_L1: 3.971 D_real: 0.121 D_fake: 0.068 +(epoch: 20, iters: 23596, time: 0.300, data: 0.017) G_GAN: 4.771 G_L1: 4.342 D_real: 0.748 D_fake: 0.155 +(epoch: 20, iters: 23696, time: 0.550, data: 0.017) G_GAN: 6.244 G_L1: 4.349 D_real: 0.035 D_fake: 0.077 +(epoch: 20, iters: 23796, time: 0.289, data: 0.018) G_GAN: 5.657 G_L1: 5.368 D_real: 0.001 D_fake: 0.046 +(epoch: 20, iters: 23896, time: 0.296, data: 0.017) G_GAN: 4.639 G_L1: 3.981 D_real: 0.096 D_fake: 0.092 +(epoch: 20, iters: 23996, time: 0.304, data: 0.020) G_GAN: 4.217 G_L1: 3.546 D_real: 0.008 D_fake: 0.239 +(epoch: 20, iters: 24096, time: 0.382, data: 0.018) G_GAN: 4.015 G_L1: 3.778 D_real: 0.070 D_fake: 0.076 +(epoch: 20, iters: 24196, time: 0.290, data: 0.018) G_GAN: 4.391 G_L1: 4.172 D_real: 0.187 D_fake: 0.080 +(epoch: 20, iters: 24296, time: 0.291, data: 0.016) G_GAN: 3.644 G_L1: 3.542 D_real: 0.218 D_fake: 0.070 +(epoch: 20, iters: 24396, time: 0.284, data: 0.017) G_GAN: 3.874 G_L1: 3.914 D_real: 0.441 D_fake: 0.079 +(epoch: 20, iters: 24496, time: 0.421, data: 0.015) G_GAN: 5.573 G_L1: 4.778 D_real: 0.001 D_fake: 0.501 +(epoch: 20, iters: 24596, time: 0.306, data: 0.018) G_GAN: 5.319 G_L1: 4.849 D_real: 0.082 D_fake: 0.241 +(epoch: 20, iters: 24696, time: 0.286, data: 0.017) G_GAN: 5.143 G_L1: 7.279 D_real: 0.123 D_fake: 0.063 +(epoch: 20, iters: 24796, time: 0.297, data: 0.019) G_GAN: 4.619 G_L1: 4.457 D_real: 0.083 D_fake: 0.027 +(epoch: 20, iters: 24896, time: 0.412, data: 0.018) G_GAN: 3.352 G_L1: 3.363 D_real: 0.358 D_fake: 0.016 +(epoch: 20, iters: 24996, time: 0.298, data: 0.018) G_GAN: 4.052 G_L1: 5.470 D_real: 0.311 D_fake: 0.129 +(epoch: 20, iters: 25096, time: 0.299, data: 0.020) G_GAN: 3.275 G_L1: 3.115 D_real: 0.018 D_fake: 0.246 +(epoch: 20, iters: 25196, time: 0.294, data: 0.017) G_GAN: 5.751 G_L1: 3.216 D_real: 0.063 D_fake: 0.482 +(epoch: 20, iters: 25296, time: 0.410, data: 0.020) G_GAN: 3.776 G_L1: 4.921 D_real: 0.081 D_fake: 0.156 +(epoch: 20, iters: 25396, time: 0.287, data: 0.023) G_GAN: 3.685 G_L1: 4.157 D_real: 0.787 D_fake: 0.029 +(epoch: 20, iters: 25496, time: 0.302, data: 0.016) G_GAN: 4.163 G_L1: 4.833 D_real: 0.013 D_fake: 0.309 +(epoch: 20, iters: 25596, time: 0.292, data: 0.017) G_GAN: 5.201 G_L1: 4.865 D_real: 0.056 D_fake: 0.094 +(epoch: 20, iters: 25696, time: 0.569, data: 0.020) G_GAN: 2.418 G_L1: 4.188 D_real: 0.477 D_fake: 0.207 +(epoch: 20, iters: 25796, time: 0.304, data: 0.019) G_GAN: 5.788 G_L1: 3.446 D_real: 0.220 D_fake: 0.011 +(epoch: 20, iters: 25896, time: 0.296, data: 0.017) G_GAN: 6.621 G_L1: 5.654 D_real: 0.007 D_fake: 0.011 +(epoch: 20, iters: 25996, time: 0.288, data: 0.018) G_GAN: 3.210 G_L1: 3.372 D_real: 0.277 D_fake: 0.076 +(epoch: 20, iters: 26096, time: 0.415, data: 0.015) G_GAN: 2.757 G_L1: 3.755 D_real: 0.637 D_fake: 0.149 +(epoch: 20, iters: 26196, time: 0.302, data: 0.019) G_GAN: 4.011 G_L1: 4.516 D_real: 0.044 D_fake: 0.253 +(epoch: 20, iters: 26296, time: 0.297, data: 0.017) G_GAN: 5.951 G_L1: 4.717 D_real: 0.257 D_fake: 0.079 +(epoch: 20, iters: 26396, time: 0.294, data: 0.017) G_GAN: 6.696 G_L1: 5.653 D_real: 0.093 D_fake: 0.043 +(epoch: 20, iters: 26496, time: 0.412, data: 0.016) G_GAN: 4.789 G_L1: 4.637 D_real: 0.083 D_fake: 0.031 +(epoch: 20, iters: 26596, time: 0.294, data: 0.019) G_GAN: 5.461 G_L1: 3.434 D_real: 0.102 D_fake: 0.173 +(epoch: 20, iters: 26696, time: 0.293, data: 0.015) G_GAN: 4.417 G_L1: 3.910 D_real: 0.258 D_fake: 0.031 +(epoch: 20, iters: 26796, time: 0.291, data: 0.016) G_GAN: 5.596 G_L1: 4.536 D_real: 0.137 D_fake: 0.005 +(epoch: 20, iters: 26896, time: 0.368, data: 0.017) G_GAN: 3.554 G_L1: 3.985 D_real: 0.844 D_fake: 0.035 +(epoch: 20, iters: 26996, time: 0.295, data: 0.016) G_GAN: 4.992 G_L1: 4.394 D_real: 0.237 D_fake: 0.014 +(epoch: 20, iters: 27096, time: 0.299, data: 0.018) G_GAN: 6.398 G_L1: 4.242 D_real: 0.169 D_fake: 0.168 +(epoch: 20, iters: 27196, time: 0.296, data: 0.019) G_GAN: 4.507 G_L1: 5.307 D_real: 0.111 D_fake: 0.052 +(epoch: 20, iters: 27296, time: 0.373, data: 0.017) G_GAN: 3.397 G_L1: 2.982 D_real: 0.927 D_fake: 0.187 +(epoch: 20, iters: 27396, time: 0.301, data: 0.018) G_GAN: 3.881 G_L1: 3.362 D_real: 0.274 D_fake: 0.063 +(epoch: 20, iters: 27496, time: 0.293, data: 0.018) G_GAN: 4.417 G_L1: 2.997 D_real: 0.100 D_fake: 0.227 +(epoch: 20, iters: 27596, time: 0.299, data: 0.019) G_GAN: 4.855 G_L1: 9.554 D_real: 0.074 D_fake: 0.142 +(epoch: 20, iters: 27696, time: 0.508, data: 0.022) G_GAN: 5.424 G_L1: 5.371 D_real: 0.093 D_fake: 0.025 +(epoch: 20, iters: 27796, time: 0.294, data: 0.018) G_GAN: 5.218 G_L1: 6.533 D_real: 0.101 D_fake: 0.052 +(epoch: 20, iters: 27896, time: 0.287, data: 0.018) G_GAN: 4.258 G_L1: 2.698 D_real: 0.124 D_fake: 0.072 +(epoch: 20, iters: 27996, time: 0.288, data: 0.016) G_GAN: 2.959 G_L1: 4.562 D_real: 0.005 D_fake: 0.177 +(epoch: 20, iters: 28096, time: 0.382, data: 0.015) G_GAN: 3.197 G_L1: 4.856 D_real: 0.450 D_fake: 0.210 +(epoch: 20, iters: 28196, time: 0.294, data: 0.018) G_GAN: 3.651 G_L1: 3.404 D_real: 1.048 D_fake: 0.035 +(epoch: 20, iters: 28296, time: 0.291, data: 0.017) G_GAN: 4.777 G_L1: 3.684 D_real: 0.026 D_fake: 0.035 +(epoch: 20, iters: 28396, time: 0.300, data: 0.017) G_GAN: 6.036 G_L1: 4.200 D_real: 0.055 D_fake: 0.064 +(epoch: 20, iters: 28496, time: 0.419, data: 0.024) G_GAN: 5.254 G_L1: 4.658 D_real: 0.051 D_fake: 0.037 +(epoch: 20, iters: 28596, time: 0.289, data: 0.022) G_GAN: 4.839 G_L1: 5.970 D_real: 0.093 D_fake: 0.114 +(epoch: 20, iters: 28696, time: 0.297, data: 0.017) G_GAN: 5.166 G_L1: 4.383 D_real: 0.104 D_fake: 0.053 +(epoch: 20, iters: 28796, time: 0.302, data: 0.017) G_GAN: 5.049 G_L1: 2.998 D_real: 0.058 D_fake: 0.019 +(epoch: 20, iters: 28896, time: 0.409, data: 0.017) G_GAN: 5.281 G_L1: 4.156 D_real: 0.048 D_fake: 0.029 +(epoch: 20, iters: 28996, time: 0.294, data: 0.018) G_GAN: 4.932 G_L1: 7.148 D_real: 0.020 D_fake: 0.044 +(epoch: 20, iters: 29096, time: 0.302, data: 0.017) G_GAN: 4.749 G_L1: 4.661 D_real: 0.001 D_fake: 0.042 +(epoch: 20, iters: 29196, time: 0.300, data: 0.018) G_GAN: 5.701 G_L1: 8.554 D_real: 0.001 D_fake: 0.020 +(epoch: 20, iters: 29296, time: 0.412, data: 0.024) G_GAN: 4.633 G_L1: 3.363 D_real: 0.132 D_fake: 0.060 +(epoch: 20, iters: 29396, time: 0.296, data: 0.018) G_GAN: 5.651 G_L1: 4.096 D_real: 0.001 D_fake: 0.013 +(epoch: 20, iters: 29496, time: 0.288, data: 0.018) G_GAN: 3.737 G_L1: 3.987 D_real: 0.006 D_fake: 0.309 +(epoch: 20, iters: 29596, time: 0.288, data: 0.016) G_GAN: 7.030 G_L1: 3.463 D_real: 0.051 D_fake: 0.008 +(epoch: 20, iters: 29696, time: 0.557, data: 0.016) G_GAN: 3.694 G_L1: 4.389 D_real: 0.289 D_fake: 0.277 +(epoch: 20, iters: 29796, time: 0.288, data: 0.019) G_GAN: 5.917 G_L1: 4.279 D_real: 0.118 D_fake: 0.019 +(epoch: 20, iters: 29896, time: 0.298, data: 0.015) G_GAN: 4.660 G_L1: 3.267 D_real: 0.081 D_fake: 0.079 +(epoch: 20, iters: 29996, time: 0.285, data: 0.017) G_GAN: 3.553 G_L1: 5.945 D_real: 0.006 D_fake: 0.306 +(epoch: 20, iters: 30096, time: 0.375, data: 0.015) G_GAN: 3.570 G_L1: 3.004 D_real: 0.013 D_fake: 0.058 +(epoch: 20, iters: 30196, time: 0.271, data: 0.017) G_GAN: 5.671 G_L1: 4.922 D_real: 0.418 D_fake: 0.721 +(epoch: 20, iters: 30296, time: 0.294, data: 0.015) G_GAN: 4.979 G_L1: 4.506 D_real: 0.182 D_fake: 0.044 +(epoch: 20, iters: 30396, time: 0.298, data: 0.016) G_GAN: 5.401 G_L1: 3.730 D_real: 0.464 D_fake: 0.004 +(epoch: 20, iters: 30496, time: 0.403, data: 0.016) G_GAN: 5.452 G_L1: 6.181 D_real: 0.002 D_fake: 0.316 +(epoch: 20, iters: 30596, time: 0.298, data: 0.017) G_GAN: 4.545 G_L1: 3.590 D_real: 0.176 D_fake: 0.063 +(epoch: 20, iters: 30696, time: 0.290, data: 0.019) G_GAN: 7.300 G_L1: 3.845 D_real: 0.157 D_fake: 0.017 +(epoch: 20, iters: 30796, time: 0.296, data: 0.017) G_GAN: 6.082 G_L1: 3.497 D_real: 0.200 D_fake: 0.049 +(epoch: 20, iters: 30896, time: 0.397, data: 0.017) G_GAN: 3.397 G_L1: 3.828 D_real: 0.149 D_fake: 0.092 +(epoch: 20, iters: 30996, time: 0.294, data: 0.017) G_GAN: 4.061 G_L1: 3.104 D_real: 0.039 D_fake: 0.114 +(epoch: 20, iters: 31096, time: 0.288, data: 0.017) G_GAN: 7.971 G_L1: 5.636 D_real: 0.053 D_fake: 0.009 +(epoch: 20, iters: 31196, time: 0.301, data: 0.017) G_GAN: 1.348 G_L1: 4.101 D_real: 0.998 D_fake: 0.325 +(epoch: 20, iters: 31296, time: 0.390, data: 0.020) G_GAN: 4.439 G_L1: 3.464 D_real: 0.033 D_fake: 0.162 +(epoch: 20, iters: 31396, time: 0.286, data: 0.017) G_GAN: 5.989 G_L1: 2.919 D_real: 0.164 D_fake: 0.033 +(epoch: 20, iters: 31496, time: 0.300, data: 0.014) G_GAN: 4.048 G_L1: 4.131 D_real: 0.002 D_fake: 0.076 +(epoch: 20, iters: 31596, time: 0.294, data: 0.018) G_GAN: 4.754 G_L1: 4.170 D_real: 0.004 D_fake: 0.396 +(epoch: 20, iters: 31696, time: 0.559, data: 0.016) G_GAN: 5.414 G_L1: 5.153 D_real: 0.009 D_fake: 0.041 +(epoch: 20, iters: 31796, time: 0.295, data: 0.018) G_GAN: 3.954 G_L1: 3.089 D_real: 0.242 D_fake: 0.164 +(epoch: 20, iters: 31896, time: 0.295, data: 0.016) G_GAN: 2.755 G_L1: 4.018 D_real: 0.403 D_fake: 0.127 +(epoch: 20, iters: 31996, time: 0.281, data: 0.017) G_GAN: 3.805 G_L1: 2.890 D_real: 0.001 D_fake: 0.281 +(epoch: 20, iters: 32096, time: 0.405, data: 0.014) G_GAN: 3.183 G_L1: 3.507 D_real: 0.135 D_fake: 0.342 +(epoch: 20, iters: 32196, time: 0.295, data: 0.017) G_GAN: 5.084 G_L1: 5.127 D_real: 0.060 D_fake: 0.029 +(epoch: 20, iters: 32296, time: 0.296, data: 0.018) G_GAN: 2.512 G_L1: 3.606 D_real: 0.755 D_fake: 0.023 +(epoch: 20, iters: 32396, time: 0.299, data: 0.016) G_GAN: 4.877 G_L1: 6.537 D_real: 0.023 D_fake: 0.040 +(epoch: 20, iters: 32496, time: 0.380, data: 0.018) G_GAN: 3.357 G_L1: 2.608 D_real: 1.059 D_fake: 0.031 +(epoch: 20, iters: 32596, time: 0.292, data: 0.018) G_GAN: 4.077 G_L1: 3.985 D_real: 0.026 D_fake: 0.040 +(epoch: 20, iters: 32696, time: 0.295, data: 0.017) G_GAN: 4.388 G_L1: 6.206 D_real: 0.164 D_fake: 0.053 +(epoch: 20, iters: 32796, time: 0.281, data: 0.015) G_GAN: 3.984 G_L1: 2.800 D_real: 0.006 D_fake: 0.096 +(epoch: 20, iters: 32896, time: 0.405, data: 0.019) G_GAN: 7.225 G_L1: 3.970 D_real: 0.040 D_fake: 0.005 +(epoch: 20, iters: 32996, time: 0.294, data: 0.017) G_GAN: 3.055 G_L1: 2.640 D_real: 0.056 D_fake: 0.160 +(epoch: 20, iters: 33096, time: 0.297, data: 0.016) G_GAN: 3.265 G_L1: 3.600 D_real: 0.259 D_fake: 0.085 +(epoch: 20, iters: 33196, time: 0.287, data: 0.022) G_GAN: 3.499 G_L1: 2.893 D_real: 0.052 D_fake: 0.261 +(epoch: 20, iters: 33296, time: 0.411, data: 0.015) G_GAN: 4.658 G_L1: 4.306 D_real: 0.052 D_fake: 0.146 +(epoch: 20, iters: 33396, time: 0.280, data: 0.021) G_GAN: 4.675 G_L1: 2.706 D_real: 0.107 D_fake: 0.046 +(epoch: 20, iters: 33496, time: 0.289, data: 0.015) G_GAN: 3.567 G_L1: 4.403 D_real: 0.080 D_fake: 0.089 +(epoch: 20, iters: 33596, time: 0.287, data: 0.017) G_GAN: 3.754 G_L1: 4.754 D_real: 0.049 D_fake: 0.084 +(epoch: 20, iters: 33696, time: 0.546, data: 0.021) G_GAN: 4.002 G_L1: 3.464 D_real: 0.304 D_fake: 0.027 +(epoch: 20, iters: 33796, time: 0.289, data: 0.017) G_GAN: 7.292 G_L1: 5.696 D_real: 0.045 D_fake: 0.213 +(epoch: 20, iters: 33896, time: 0.296, data: 0.016) G_GAN: 4.765 G_L1: 4.326 D_real: 0.580 D_fake: 0.007 +(epoch: 20, iters: 33996, time: 0.297, data: 0.020) G_GAN: 8.133 G_L1: 7.425 D_real: 0.650 D_fake: 0.004 +(epoch: 20, iters: 34096, time: 0.388, data: 0.023) G_GAN: 4.327 G_L1: 3.400 D_real: 0.103 D_fake: 0.080 +(epoch: 20, iters: 34196, time: 0.285, data: 0.020) G_GAN: 5.424 G_L1: 3.702 D_real: 0.008 D_fake: 0.015 +(epoch: 20, iters: 34296, time: 0.296, data: 0.021) G_GAN: 4.226 G_L1: 4.612 D_real: 0.190 D_fake: 0.045 +(epoch: 20, iters: 34396, time: 0.287, data: 0.018) G_GAN: 6.204 G_L1: 4.119 D_real: 0.098 D_fake: 0.380 +(epoch: 20, iters: 34496, time: 0.385, data: 0.017) G_GAN: 4.189 G_L1: 4.084 D_real: 0.400 D_fake: 0.495 +(epoch: 20, iters: 34596, time: 0.300, data: 0.018) G_GAN: 4.653 G_L1: 4.977 D_real: 0.050 D_fake: 0.044 +(epoch: 20, iters: 34696, time: 0.289, data: 0.018) G_GAN: 4.535 G_L1: 4.098 D_real: 0.160 D_fake: 0.040 +(epoch: 20, iters: 34796, time: 0.304, data: 0.019) G_GAN: 2.867 G_L1: 3.271 D_real: 0.208 D_fake: 0.443 +(epoch: 20, iters: 34896, time: 0.416, data: 0.019) G_GAN: 5.023 G_L1: 4.428 D_real: 0.153 D_fake: 0.132 +(epoch: 20, iters: 34996, time: 0.299, data: 0.025) G_GAN: 4.403 G_L1: 3.746 D_real: 0.031 D_fake: 0.518 +(epoch: 20, iters: 35096, time: 0.294, data: 0.018) G_GAN: 4.127 G_L1: 4.659 D_real: 0.213 D_fake: 0.030 +(epoch: 20, iters: 35196, time: 0.293, data: 0.017) G_GAN: 3.652 G_L1: 3.200 D_real: 0.014 D_fake: 0.165 +(epoch: 20, iters: 35296, time: 0.409, data: 0.018) G_GAN: 5.882 G_L1: 6.372 D_real: 0.088 D_fake: 0.253 +(epoch: 20, iters: 35396, time: 0.293, data: 0.019) G_GAN: 4.887 G_L1: 4.749 D_real: 0.042 D_fake: 0.062 +(epoch: 20, iters: 35496, time: 0.288, data: 0.018) G_GAN: 4.669 G_L1: 4.649 D_real: 0.046 D_fake: 0.059 +(epoch: 20, iters: 35596, time: 0.301, data: 0.018) G_GAN: 6.515 G_L1: 4.621 D_real: 0.073 D_fake: 0.076 +(epoch: 20, iters: 35696, time: 0.554, data: 0.018) G_GAN: 3.986 G_L1: 5.681 D_real: 0.002 D_fake: 0.069 +(epoch: 20, iters: 35796, time: 0.287, data: 0.018) G_GAN: 5.430 G_L1: 5.609 D_real: 0.006 D_fake: 0.145 +(epoch: 20, iters: 35896, time: 0.300, data: 0.018) G_GAN: 3.545 G_L1: 3.431 D_real: 0.039 D_fake: 0.227 +(epoch: 20, iters: 35996, time: 0.302, data: 0.018) G_GAN: 4.347 G_L1: 4.875 D_real: 0.914 D_fake: 0.221 +(epoch: 20, iters: 36096, time: 0.401, data: 0.018) G_GAN: 2.955 G_L1: 4.856 D_real: 0.533 D_fake: 0.080 +(epoch: 20, iters: 36196, time: 0.280, data: 0.019) G_GAN: 2.911 G_L1: 3.020 D_real: 0.553 D_fake: 0.172 +(epoch: 20, iters: 36296, time: 0.298, data: 0.015) G_GAN: 4.925 G_L1: 5.686 D_real: 0.027 D_fake: 0.063 +(epoch: 20, iters: 36396, time: 0.296, data: 0.016) G_GAN: 4.443 G_L1: 3.015 D_real: 0.008 D_fake: 0.456 +(epoch: 20, iters: 36496, time: 0.377, data: 0.019) G_GAN: 3.115 G_L1: 6.334 D_real: 0.057 D_fake: 0.554 +(epoch: 20, iters: 36596, time: 0.294, data: 0.017) G_GAN: 3.642 G_L1: 5.870 D_real: 0.262 D_fake: 0.122 +(epoch: 20, iters: 36696, time: 0.276, data: 0.017) G_GAN: 5.028 G_L1: 3.878 D_real: 0.164 D_fake: 0.014 +(epoch: 20, iters: 36796, time: 0.297, data: 0.015) G_GAN: 4.839 G_L1: 4.711 D_real: 0.002 D_fake: 0.264 +(epoch: 20, iters: 36896, time: 0.414, data: 0.018) G_GAN: 3.002 G_L1: 3.641 D_real: 0.609 D_fake: 0.079 +(epoch: 20, iters: 36996, time: 0.305, data: 0.018) G_GAN: 4.563 G_L1: 3.869 D_real: 0.017 D_fake: 0.171 +(epoch: 20, iters: 37096, time: 0.301, data: 0.037) G_GAN: 4.499 G_L1: 5.162 D_real: 0.314 D_fake: 0.061 +(epoch: 20, iters: 37196, time: 0.303, data: 0.023) G_GAN: 4.138 G_L1: 4.970 D_real: 0.354 D_fake: 0.131 +(epoch: 20, iters: 37296, time: 0.403, data: 0.021) G_GAN: 4.459 G_L1: 4.154 D_real: 0.033 D_fake: 0.320 +(epoch: 20, iters: 37396, time: 0.304, data: 0.019) G_GAN: 4.219 G_L1: 4.214 D_real: 0.008 D_fake: 0.071 +(epoch: 20, iters: 37496, time: 0.298, data: 0.019) G_GAN: 4.197 G_L1: 5.745 D_real: 0.102 D_fake: 0.055 +(epoch: 20, iters: 37596, time: 0.284, data: 0.019) G_GAN: 3.810 G_L1: 4.289 D_real: 0.019 D_fake: 0.208 +(epoch: 20, iters: 37696, time: 0.549, data: 0.015) G_GAN: 4.736 G_L1: 4.595 D_real: 0.003 D_fake: 0.141 +(epoch: 20, iters: 37796, time: 0.297, data: 0.018) G_GAN: 4.616 G_L1: 7.525 D_real: 0.293 D_fake: 0.034 +(epoch: 20, iters: 37896, time: 0.291, data: 0.021) G_GAN: 5.921 G_L1: 4.468 D_real: 0.687 D_fake: 0.238 +(epoch: 20, iters: 37996, time: 0.296, data: 0.024) G_GAN: 5.108 G_L1: 3.900 D_real: 0.073 D_fake: 0.067 +(epoch: 20, iters: 38096, time: 0.428, data: 0.016) G_GAN: 3.002 G_L1: 3.859 D_real: 0.271 D_fake: 0.102 +(epoch: 20, iters: 38196, time: 0.287, data: 0.019) G_GAN: 4.189 G_L1: 5.619 D_real: 0.028 D_fake: 0.215 +(epoch: 20, iters: 38296, time: 0.294, data: 0.017) G_GAN: 6.155 G_L1: 7.725 D_real: 0.034 D_fake: 0.015 +(epoch: 20, iters: 38396, time: 0.297, data: 0.016) G_GAN: 1.810 G_L1: 2.553 D_real: 0.459 D_fake: 0.141 +(epoch: 20, iters: 38496, time: 0.416, data: 0.021) G_GAN: 4.031 G_L1: 2.719 D_real: 0.244 D_fake: 0.046 +(epoch: 20, iters: 38596, time: 0.295, data: 0.018) G_GAN: 4.595 G_L1: 5.280 D_real: 0.282 D_fake: 0.053 +(epoch: 20, iters: 38696, time: 0.290, data: 0.017) G_GAN: 4.417 G_L1: 8.003 D_real: 0.917 D_fake: 0.027 +(epoch: 20, iters: 38796, time: 0.304, data: 0.017) G_GAN: 4.539 G_L1: 3.264 D_real: 0.048 D_fake: 0.025 +(epoch: 20, iters: 38896, time: 0.411, data: 0.018) G_GAN: 5.135 G_L1: 7.904 D_real: 0.022 D_fake: 0.394 +(epoch: 20, iters: 38996, time: 0.303, data: 0.018) G_GAN: 4.271 G_L1: 4.862 D_real: 0.044 D_fake: 0.137 +(epoch: 20, iters: 39096, time: 0.298, data: 0.019) G_GAN: 4.102 G_L1: 6.990 D_real: 0.052 D_fake: 0.103 +(epoch: 20, iters: 39196, time: 0.296, data: 0.017) G_GAN: 5.173 G_L1: 6.260 D_real: 0.003 D_fake: 0.009 +(epoch: 20, iters: 39296, time: 0.387, data: 0.022) G_GAN: 4.800 G_L1: 3.249 D_real: 0.153 D_fake: 0.182 +(epoch: 20, iters: 39396, time: 0.290, data: 0.018) G_GAN: 3.874 G_L1: 6.003 D_real: 0.001 D_fake: 0.103 +(epoch: 20, iters: 39496, time: 0.301, data: 0.016) G_GAN: 4.299 G_L1: 2.643 D_real: 0.004 D_fake: 0.138 +(epoch: 20, iters: 39596, time: 0.305, data: 0.018) G_GAN: 3.182 G_L1: 4.155 D_real: 0.432 D_fake: 0.151 +(epoch: 20, iters: 39696, time: 0.493, data: 0.018) G_GAN: 4.831 G_L1: 2.997 D_real: 0.578 D_fake: 0.040 +(epoch: 20, iters: 39796, time: 0.300, data: 0.021) G_GAN: 3.557 G_L1: 4.739 D_real: 0.434 D_fake: 0.124 +(epoch: 20, iters: 39896, time: 0.291, data: 0.018) G_GAN: 4.335 G_L1: 3.853 D_real: 0.090 D_fake: 0.241 +(epoch: 20, iters: 39996, time: 0.287, data: 0.022) G_GAN: 4.008 G_L1: 5.472 D_real: 0.001 D_fake: 0.140 +(epoch: 20, iters: 40096, time: 0.402, data: 0.017) G_GAN: 3.998 G_L1: 4.887 D_real: 0.132 D_fake: 0.144 +(epoch: 20, iters: 40196, time: 0.291, data: 0.018) G_GAN: 4.573 G_L1: 3.177 D_real: 0.140 D_fake: 0.052 +(epoch: 20, iters: 40296, time: 0.290, data: 0.017) G_GAN: 4.637 G_L1: 3.560 D_real: 0.369 D_fake: 0.208 +(epoch: 20, iters: 40396, time: 0.287, data: 0.017) G_GAN: 4.765 G_L1: 4.395 D_real: 0.085 D_fake: 0.026 +(epoch: 20, iters: 40496, time: 0.413, data: 0.015) G_GAN: 4.443 G_L1: 4.102 D_real: 0.015 D_fake: 0.065 +(epoch: 20, iters: 40596, time: 0.301, data: 0.018) G_GAN: 4.224 G_L1: 3.014 D_real: 0.088 D_fake: 0.042 +(epoch: 20, iters: 40696, time: 0.298, data: 0.017) G_GAN: 3.552 G_L1: 2.994 D_real: 0.038 D_fake: 0.448 +(epoch: 20, iters: 40796, time: 0.291, data: 0.017) G_GAN: 6.001 G_L1: 5.972 D_real: 0.005 D_fake: 0.165 +(epoch: 20, iters: 40896, time: 0.361, data: 0.017) G_GAN: 3.574 G_L1: 3.886 D_real: 0.211 D_fake: 0.109 +(epoch: 20, iters: 40996, time: 0.291, data: 0.017) G_GAN: 3.306 G_L1: 6.037 D_real: 0.608 D_fake: 0.033 +(epoch: 20, iters: 41096, time: 0.298, data: 0.016) G_GAN: 4.722 G_L1: 5.350 D_real: 0.011 D_fake: 0.027 +(epoch: 20, iters: 41196, time: 0.305, data: 0.018) G_GAN: 4.349 G_L1: 3.318 D_real: 0.026 D_fake: 0.048 +(epoch: 20, iters: 41296, time: 0.408, data: 0.017) G_GAN: 3.836 G_L1: 3.096 D_real: 0.155 D_fake: 0.094 +(epoch: 20, iters: 41396, time: 0.273, data: 0.019) G_GAN: 6.021 G_L1: 5.776 D_real: 0.018 D_fake: 0.060 +(epoch: 20, iters: 41496, time: 0.288, data: 0.014) G_GAN: 5.779 G_L1: 4.291 D_real: 0.000 D_fake: 0.382 +(epoch: 20, iters: 41596, time: 0.281, data: 0.016) G_GAN: 4.736 G_L1: 4.712 D_real: 0.167 D_fake: 0.100 +(epoch: 20, iters: 41696, time: 0.519, data: 0.014) G_GAN: 5.988 G_L1: 3.952 D_real: 0.473 D_fake: 0.014 +(epoch: 20, iters: 41796, time: 0.278, data: 0.014) G_GAN: 2.772 G_L1: 5.619 D_real: 0.982 D_fake: 0.019 +(epoch: 20, iters: 41896, time: 0.278, data: 0.015) G_GAN: 3.911 G_L1: 3.580 D_real: 0.075 D_fake: 0.073 +(epoch: 20, iters: 41996, time: 0.302, data: 0.014) G_GAN: 4.674 G_L1: 3.097 D_real: 0.052 D_fake: 0.037 +(epoch: 20, iters: 42096, time: 0.410, data: 0.016) G_GAN: 3.841 G_L1: 2.913 D_real: 0.105 D_fake: 0.054 +(epoch: 20, iters: 42196, time: 0.302, data: 0.018) G_GAN: 3.805 G_L1: 4.088 D_real: 0.471 D_fake: 0.476 +(epoch: 20, iters: 42296, time: 0.285, data: 0.017) G_GAN: 4.980 G_L1: 3.501 D_real: 0.319 D_fake: 0.071 +(epoch: 20, iters: 42396, time: 0.299, data: 0.014) G_GAN: 4.919 G_L1: 5.333 D_real: 0.168 D_fake: 0.073 +(epoch: 20, iters: 42496, time: 0.413, data: 0.017) G_GAN: 6.150 G_L1: 6.368 D_real: 0.022 D_fake: 0.502 +(epoch: 20, iters: 42596, time: 0.299, data: 0.017) G_GAN: 4.537 G_L1: 3.979 D_real: 0.295 D_fake: 0.017 +(epoch: 20, iters: 42696, time: 0.286, data: 0.016) G_GAN: 3.378 G_L1: 3.315 D_real: 0.206 D_fake: 0.362 +(epoch: 20, iters: 42796, time: 0.294, data: 0.014) G_GAN: 4.613 G_L1: 3.949 D_real: 0.194 D_fake: 0.022 +(epoch: 20, iters: 42896, time: 0.395, data: 0.017) G_GAN: 2.738 G_L1: 2.910 D_real: 0.161 D_fake: 0.252 +(epoch: 20, iters: 42996, time: 0.299, data: 0.017) G_GAN: 4.193 G_L1: 4.556 D_real: 0.610 D_fake: 0.010 +(epoch: 20, iters: 43096, time: 0.296, data: 0.016) G_GAN: 4.452 G_L1: 4.517 D_real: 0.022 D_fake: 0.051 +(epoch: 20, iters: 43196, time: 0.281, data: 0.022) G_GAN: 3.697 G_L1: 2.844 D_real: 0.291 D_fake: 0.099 +(epoch: 20, iters: 43296, time: 0.391, data: 0.017) G_GAN: 4.471 G_L1: 4.107 D_real: 0.057 D_fake: 0.126 +(epoch: 20, iters: 43396, time: 0.283, data: 0.018) G_GAN: 5.518 G_L1: 5.441 D_real: 0.017 D_fake: 0.130 +(epoch: 20, iters: 43496, time: 0.293, data: 0.016) G_GAN: 5.037 G_L1: 3.434 D_real: 0.000 D_fake: 0.102 +(epoch: 20, iters: 43596, time: 0.251, data: 0.015) G_GAN: 4.031 G_L1: 2.626 D_real: 0.044 D_fake: 0.089 +(epoch: 20, iters: 43696, time: 0.537, data: 0.013) G_GAN: 4.037 G_L1: 5.446 D_real: 0.037 D_fake: 0.160 +(epoch: 20, iters: 43796, time: 0.294, data: 0.015) G_GAN: 3.845 G_L1: 4.865 D_real: 0.009 D_fake: 0.279 +(epoch: 20, iters: 43896, time: 0.298, data: 0.022) G_GAN: 3.946 G_L1: 4.651 D_real: 0.178 D_fake: 0.229 +(epoch: 20, iters: 43996, time: 0.292, data: 0.016) G_GAN: 6.245 G_L1: 3.621 D_real: 0.312 D_fake: 0.093 +(epoch: 20, iters: 44096, time: 0.390, data: 0.016) G_GAN: 4.822 G_L1: 3.750 D_real: 0.007 D_fake: 0.052 +(epoch: 20, iters: 44196, time: 0.294, data: 0.016) G_GAN: 4.745 G_L1: 3.234 D_real: 0.000 D_fake: 0.066 +(epoch: 20, iters: 44296, time: 0.297, data: 0.017) G_GAN: 8.972 G_L1: 3.936 D_real: 0.098 D_fake: 0.002 +(epoch: 20, iters: 44396, time: 0.293, data: 0.017) G_GAN: 5.614 G_L1: 11.136 D_real: 0.000 D_fake: 0.038 +(epoch: 20, iters: 44496, time: 0.426, data: 0.016) G_GAN: 5.731 G_L1: 8.984 D_real: 0.019 D_fake: 0.021 +(epoch: 20, iters: 44596, time: 0.298, data: 0.018) G_GAN: 5.157 G_L1: 5.720 D_real: 0.001 D_fake: 0.225 +(epoch: 20, iters: 44696, time: 0.308, data: 0.016) G_GAN: 4.565 G_L1: 5.226 D_real: 0.049 D_fake: 0.104 +(epoch: 20, iters: 44796, time: 0.309, data: 0.019) G_GAN: 5.341 G_L1: 3.908 D_real: 0.009 D_fake: 0.062 +(epoch: 20, iters: 44896, time: 0.411, data: 0.017) G_GAN: 5.653 G_L1: 3.791 D_real: 0.024 D_fake: 0.045 +(epoch: 20, iters: 44996, time: 0.281, data: 0.019) G_GAN: 5.566 G_L1: 6.331 D_real: 0.003 D_fake: 0.101 +(epoch: 20, iters: 45096, time: 0.302, data: 0.015) G_GAN: 4.746 G_L1: 3.694 D_real: 0.053 D_fake: 0.151 +(epoch: 20, iters: 45196, time: 0.304, data: 0.017) G_GAN: 3.982 G_L1: 3.091 D_real: 0.133 D_fake: 0.239 +(epoch: 20, iters: 45296, time: 0.412, data: 0.018) G_GAN: 3.600 G_L1: 4.177 D_real: 0.350 D_fake: 0.021 +(epoch: 20, iters: 45396, time: 0.303, data: 0.020) G_GAN: 2.328 G_L1: 3.310 D_real: 0.464 D_fake: 0.047 +(epoch: 20, iters: 45496, time: 0.303, data: 0.017) G_GAN: 5.564 G_L1: 3.327 D_real: 0.005 D_fake: 0.025 +(epoch: 20, iters: 45596, time: 0.293, data: 0.023) G_GAN: 4.369 G_L1: 10.830 D_real: 0.433 D_fake: 0.012 +(epoch: 20, iters: 45696, time: 0.500, data: 0.017) G_GAN: 4.567 G_L1: 3.975 D_real: 0.381 D_fake: 0.186 +(epoch: 20, iters: 45796, time: 0.300, data: 0.018) G_GAN: 4.433 G_L1: 5.160 D_real: 0.039 D_fake: 0.076 +(epoch: 20, iters: 45896, time: 0.305, data: 0.017) G_GAN: 8.274 G_L1: 6.623 D_real: 0.021 D_fake: 0.870 +(epoch: 20, iters: 45996, time: 0.297, data: 0.017) G_GAN: 4.651 G_L1: 3.299 D_real: 0.039 D_fake: 0.026 +(epoch: 20, iters: 46096, time: 0.413, data: 0.017) G_GAN: 3.576 G_L1: 2.200 D_real: 0.229 D_fake: 0.062 +(epoch: 20, iters: 46196, time: 0.299, data: 0.019) G_GAN: 2.692 G_L1: 3.524 D_real: 0.266 D_fake: 0.228 +(epoch: 20, iters: 46296, time: 0.295, data: 0.018) G_GAN: 2.994 G_L1: 3.512 D_real: 0.250 D_fake: 0.163 +(epoch: 20, iters: 46396, time: 0.302, data: 0.017) G_GAN: 5.116 G_L1: 4.159 D_real: 0.014 D_fake: 0.788 +(epoch: 20, iters: 46496, time: 0.397, data: 0.018) G_GAN: 3.740 G_L1: 2.754 D_real: 0.072 D_fake: 0.028 +(epoch: 20, iters: 46596, time: 0.307, data: 0.018) G_GAN: 3.301 G_L1: 4.479 D_real: 0.110 D_fake: 0.503 +(epoch: 20, iters: 46696, time: 0.304, data: 0.017) G_GAN: 4.016 G_L1: 3.950 D_real: 0.501 D_fake: 0.036 +(epoch: 20, iters: 46796, time: 0.292, data: 0.017) G_GAN: 3.506 G_L1: 2.358 D_real: 0.041 D_fake: 0.078 +(epoch: 20, iters: 46896, time: 0.390, data: 0.016) G_GAN: 5.300 G_L1: 4.229 D_real: 0.021 D_fake: 0.353 +(epoch: 20, iters: 46996, time: 0.303, data: 0.018) G_GAN: 3.002 G_L1: 3.157 D_real: 0.006 D_fake: 0.173 +(epoch: 20, iters: 47096, time: 0.300, data: 0.018) G_GAN: 5.501 G_L1: 3.341 D_real: 0.034 D_fake: 0.228 +(epoch: 20, iters: 47196, time: 0.296, data: 0.018) G_GAN: 3.046 G_L1: 2.965 D_real: 0.211 D_fake: 0.086 +(epoch: 20, iters: 47296, time: 0.413, data: 0.018) G_GAN: 5.046 G_L1: 6.471 D_real: 0.023 D_fake: 0.019 +(epoch: 20, iters: 47396, time: 0.297, data: 0.023) G_GAN: 3.001 G_L1: 3.499 D_real: 0.540 D_fake: 0.133 +(epoch: 20, iters: 47496, time: 0.298, data: 0.016) G_GAN: 3.379 G_L1: 3.428 D_real: 0.398 D_fake: 0.037 +(epoch: 20, iters: 47596, time: 0.296, data: 0.017) G_GAN: 4.019 G_L1: 5.407 D_real: 0.036 D_fake: 0.047 +(epoch: 20, iters: 47696, time: 0.505, data: 0.016) G_GAN: 3.443 G_L1: 4.455 D_real: 0.196 D_fake: 0.190 +(epoch: 20, iters: 47796, time: 0.302, data: 0.019) G_GAN: 5.653 G_L1: 3.364 D_real: 0.181 D_fake: 0.834 +(epoch: 20, iters: 47896, time: 0.297, data: 0.017) G_GAN: 3.832 G_L1: 5.388 D_real: 0.439 D_fake: 0.022 +(epoch: 20, iters: 47996, time: 0.307, data: 0.018) G_GAN: 5.851 G_L1: 4.734 D_real: 0.020 D_fake: 0.196 +(epoch: 20, iters: 48096, time: 0.408, data: 0.017) G_GAN: 5.648 G_L1: 6.038 D_real: 0.005 D_fake: 0.118 +(epoch: 20, iters: 48196, time: 0.291, data: 0.018) G_GAN: 6.863 G_L1: 6.345 D_real: 0.008 D_fake: 0.189 +(epoch: 20, iters: 48296, time: 0.296, data: 0.016) G_GAN: 3.748 G_L1: 3.870 D_real: 0.149 D_fake: 0.020 +(epoch: 20, iters: 48396, time: 0.300, data: 0.016) G_GAN: 2.789 G_L1: 3.392 D_real: 0.361 D_fake: 0.231 +(epoch: 20, iters: 48496, time: 0.393, data: 0.018) G_GAN: 4.720 G_L1: 4.154 D_real: 0.362 D_fake: 0.070 +(epoch: 20, iters: 48596, time: 0.303, data: 0.018) G_GAN: 4.373 G_L1: 4.038 D_real: 0.007 D_fake: 0.073 +(epoch: 20, iters: 48696, time: 0.297, data: 0.017) G_GAN: 3.336 G_L1: 3.622 D_real: 0.327 D_fake: 0.222 +(epoch: 20, iters: 48796, time: 0.299, data: 0.017) G_GAN: 5.217 G_L1: 3.813 D_real: 0.031 D_fake: 0.106 +(epoch: 20, iters: 48896, time: 0.414, data: 0.019) G_GAN: 4.471 G_L1: 9.980 D_real: 0.129 D_fake: 0.203 +(epoch: 20, iters: 48996, time: 0.304, data: 0.020) G_GAN: 3.597 G_L1: 4.082 D_real: 0.031 D_fake: 0.210 +(epoch: 20, iters: 49096, time: 0.304, data: 0.019) G_GAN: 1.609 G_L1: 4.314 D_real: 0.991 D_fake: 0.099 +(epoch: 20, iters: 49196, time: 0.304, data: 0.017) G_GAN: 4.862 G_L1: 3.870 D_real: 0.061 D_fake: 0.037 +(epoch: 20, iters: 49296, time: 0.418, data: 0.016) G_GAN: 4.051 G_L1: 2.698 D_real: 0.362 D_fake: 0.030 +(epoch: 20, iters: 49396, time: 0.303, data: 0.019) G_GAN: 6.601 G_L1: 4.042 D_real: 0.021 D_fake: 0.028 +(epoch: 20, iters: 49496, time: 0.307, data: 0.017) G_GAN: 2.224 G_L1: 5.243 D_real: 0.190 D_fake: 0.121 +(epoch: 20, iters: 49596, time: 0.302, data: 0.023) G_GAN: 4.288 G_L1: 6.222 D_real: 0.821 D_fake: 0.041 +(epoch: 20, iters: 49696, time: 0.548, data: 0.017) G_GAN: 5.123 G_L1: 4.848 D_real: 0.019 D_fake: 0.178 +(epoch: 20, iters: 49796, time: 0.299, data: 0.019) G_GAN: 6.317 G_L1: 5.415 D_real: 0.156 D_fake: 0.035 +(epoch: 20, iters: 49896, time: 0.299, data: 0.017) G_GAN: 4.442 G_L1: 4.109 D_real: 0.075 D_fake: 0.172 +(epoch: 20, iters: 49996, time: 0.286, data: 0.017) G_GAN: 2.755 G_L1: 2.467 D_real: 0.126 D_fake: 0.151 +(epoch: 20, iters: 50096, time: 0.412, data: 0.022) G_GAN: 5.401 G_L1: 5.174 D_real: 0.360 D_fake: 0.028 +(epoch: 20, iters: 50196, time: 0.305, data: 0.019) G_GAN: 3.093 G_L1: 4.100 D_real: 0.008 D_fake: 0.139 +(epoch: 20, iters: 50296, time: 0.295, data: 0.017) G_GAN: 3.379 G_L1: 3.256 D_real: 0.009 D_fake: 0.226 +(epoch: 20, iters: 50396, time: 0.301, data: 0.015) G_GAN: 3.031 G_L1: 2.529 D_real: 0.199 D_fake: 0.623 +(epoch: 20, iters: 50496, time: 0.410, data: 0.017) G_GAN: 6.593 G_L1: 5.065 D_real: 0.011 D_fake: 0.356 +(epoch: 20, iters: 50596, time: 0.293, data: 0.019) G_GAN: 5.318 G_L1: 6.409 D_real: 0.039 D_fake: 0.059 +(epoch: 20, iters: 50696, time: 0.297, data: 0.020) G_GAN: 5.853 G_L1: 4.383 D_real: 0.011 D_fake: 0.019 +(epoch: 20, iters: 50796, time: 0.301, data: 0.017) G_GAN: 4.068 G_L1: 3.274 D_real: 0.250 D_fake: 0.275 +(epoch: 20, iters: 50896, time: 0.416, data: 0.019) G_GAN: 3.466 G_L1: 4.485 D_real: 0.123 D_fake: 0.463 +(epoch: 20, iters: 50996, time: 0.303, data: 0.019) G_GAN: 3.960 G_L1: 4.176 D_real: 0.155 D_fake: 0.234 +(epoch: 20, iters: 51096, time: 0.276, data: 0.018) G_GAN: 4.131 G_L1: 6.909 D_real: 0.087 D_fake: 0.029 +(epoch: 20, iters: 51196, time: 0.292, data: 0.016) G_GAN: 2.759 G_L1: 3.772 D_real: 0.770 D_fake: 0.128 +(epoch: 20, iters: 51296, time: 0.410, data: 0.017) G_GAN: 5.889 G_L1: 3.147 D_real: 0.227 D_fake: 0.023 +(epoch: 20, iters: 51396, time: 0.308, data: 0.018) G_GAN: 3.842 G_L1: 3.677 D_real: 0.184 D_fake: 0.040 +(epoch: 20, iters: 51496, time: 0.281, data: 0.018) G_GAN: 5.936 G_L1: 4.225 D_real: 0.001 D_fake: 0.171 +(epoch: 20, iters: 51596, time: 0.303, data: 0.017) G_GAN: 3.902 G_L1: 3.253 D_real: 0.667 D_fake: 0.009 +(epoch: 20, iters: 51696, time: 0.498, data: 0.017) G_GAN: 4.085 G_L1: 2.958 D_real: 0.073 D_fake: 0.053 +(epoch: 20, iters: 51796, time: 0.301, data: 0.020) G_GAN: 4.181 G_L1: 3.765 D_real: 0.424 D_fake: 0.245 +(epoch: 20, iters: 51896, time: 0.301, data: 0.020) G_GAN: 4.707 G_L1: 4.500 D_real: 0.289 D_fake: 0.573 +(epoch: 20, iters: 51996, time: 0.307, data: 0.018) G_GAN: 4.127 G_L1: 2.695 D_real: 0.231 D_fake: 0.144 +(epoch: 20, iters: 52096, time: 0.413, data: 0.018) G_GAN: 5.667 G_L1: 3.265 D_real: 0.215 D_fake: 0.006 +(epoch: 20, iters: 52196, time: 0.303, data: 0.017) G_GAN: 4.595 G_L1: 5.099 D_real: 0.007 D_fake: 0.290 +(epoch: 20, iters: 52296, time: 0.298, data: 0.017) G_GAN: 5.833 G_L1: 6.420 D_real: 0.018 D_fake: 0.813 +(epoch: 20, iters: 52396, time: 0.305, data: 0.020) G_GAN: 3.825 G_L1: 3.651 D_real: 0.012 D_fake: 0.053 +(epoch: 20, iters: 52496, time: 0.424, data: 0.022) G_GAN: 5.208 G_L1: 5.030 D_real: 0.015 D_fake: 0.289 +(epoch: 20, iters: 52596, time: 0.300, data: 0.020) G_GAN: 5.154 G_L1: 3.347 D_real: 0.000 D_fake: 0.317 +(epoch: 20, iters: 52696, time: 0.298, data: 0.018) G_GAN: 5.296 G_L1: 4.792 D_real: 0.046 D_fake: 0.154 +(epoch: 20, iters: 52796, time: 0.296, data: 0.017) G_GAN: 5.697 G_L1: 5.580 D_real: 0.013 D_fake: 0.040 +(epoch: 20, iters: 52896, time: 0.419, data: 0.017) G_GAN: 4.481 G_L1: 4.639 D_real: 0.021 D_fake: 0.170 +(epoch: 20, iters: 52996, time: 0.299, data: 0.020) G_GAN: 5.240 G_L1: 1.734 D_real: 0.123 D_fake: 0.326 +(epoch: 20, iters: 53096, time: 0.302, data: 0.018) G_GAN: 3.521 G_L1: 2.571 D_real: 0.063 D_fake: 0.151 +(epoch: 20, iters: 53196, time: 0.301, data: 0.018) G_GAN: 5.748 G_L1: 2.335 D_real: 0.120 D_fake: 0.010 +(epoch: 20, iters: 53296, time: 0.399, data: 0.018) G_GAN: 5.605 G_L1: 3.595 D_real: 0.004 D_fake: 0.035 +(epoch: 20, iters: 53396, time: 0.293, data: 0.018) G_GAN: 4.151 G_L1: 3.336 D_real: 0.081 D_fake: 0.052 +(epoch: 20, iters: 53496, time: 0.301, data: 0.018) G_GAN: 5.466 G_L1: 6.705 D_real: 0.010 D_fake: 0.060 +(epoch: 20, iters: 53596, time: 0.290, data: 0.018) G_GAN: 4.540 G_L1: 4.205 D_real: 0.003 D_fake: 0.075 +(epoch: 20, iters: 53696, time: 0.518, data: 0.020) G_GAN: 5.165 G_L1: 2.816 D_real: 0.007 D_fake: 0.129 +(epoch: 20, iters: 53796, time: 0.294, data: 0.019) G_GAN: 4.238 G_L1: 3.496 D_real: 0.000 D_fake: 0.068 +(epoch: 20, iters: 53896, time: 0.294, data: 0.017) G_GAN: 5.622 G_L1: 4.748 D_real: 0.001 D_fake: 0.055 +(epoch: 20, iters: 53996, time: 0.297, data: 0.021) G_GAN: 4.807 G_L1: 7.673 D_real: 0.222 D_fake: 0.017 +(epoch: 20, iters: 54096, time: 0.411, data: 0.018) G_GAN: 3.645 G_L1: 4.414 D_real: 0.153 D_fake: 0.250 +(epoch: 20, iters: 54196, time: 0.308, data: 0.019) G_GAN: 3.785 G_L1: 3.130 D_real: 0.003 D_fake: 0.133 +(epoch: 20, iters: 54296, time: 0.302, data: 0.018) G_GAN: 7.258 G_L1: 7.473 D_real: 0.063 D_fake: 0.274 +(epoch: 20, iters: 54396, time: 0.299, data: 0.017) G_GAN: 5.090 G_L1: 4.498 D_real: 0.070 D_fake: 0.059 +(epoch: 20, iters: 54496, time: 0.414, data: 0.018) G_GAN: 5.980 G_L1: 4.322 D_real: 0.018 D_fake: 0.015 +(epoch: 20, iters: 54596, time: 0.298, data: 0.018) G_GAN: 3.959 G_L1: 3.827 D_real: 0.261 D_fake: 0.037 +(epoch: 20, iters: 54696, time: 0.301, data: 0.018) G_GAN: 4.958 G_L1: 3.712 D_real: 0.051 D_fake: 0.029 +(epoch: 20, iters: 54796, time: 0.304, data: 0.024) G_GAN: 4.021 G_L1: 5.651 D_real: 0.303 D_fake: 0.025 +(epoch: 20, iters: 54896, time: 0.410, data: 0.020) G_GAN: 3.952 G_L1: 5.127 D_real: 0.039 D_fake: 0.114 +(epoch: 20, iters: 54996, time: 0.305, data: 0.022) G_GAN: 4.975 G_L1: 4.378 D_real: 0.008 D_fake: 0.145 +(epoch: 20, iters: 55096, time: 0.296, data: 0.021) G_GAN: 6.742 G_L1: 4.052 D_real: 0.016 D_fake: 0.363 +(epoch: 20, iters: 55196, time: 0.302, data: 0.017) G_GAN: 4.345 G_L1: 4.067 D_real: 0.070 D_fake: 0.071 +(epoch: 20, iters: 55296, time: 0.427, data: 0.018) G_GAN: 4.785 G_L1: 7.637 D_real: 0.057 D_fake: 0.493 +(epoch: 20, iters: 55396, time: 0.302, data: 0.017) G_GAN: 2.925 G_L1: 3.746 D_real: 0.064 D_fake: 0.155 +(epoch: 20, iters: 55496, time: 0.301, data: 0.024) G_GAN: 6.968 G_L1: 4.925 D_real: 0.136 D_fake: 0.195 +(epoch: 20, iters: 55596, time: 0.299, data: 0.018) G_GAN: 3.662 G_L1: 3.207 D_real: 0.318 D_fake: 0.028 +(epoch: 20, iters: 55696, time: 0.553, data: 0.021) G_GAN: 3.819 G_L1: 3.691 D_real: 0.104 D_fake: 0.168 +(epoch: 20, iters: 55796, time: 0.277, data: 0.018) G_GAN: 5.700 G_L1: 5.414 D_real: 0.004 D_fake: 0.115 +(epoch: 20, iters: 55896, time: 0.292, data: 0.015) G_GAN: 5.957 G_L1: 5.313 D_real: 0.045 D_fake: 0.297 +(epoch: 20, iters: 55996, time: 0.296, data: 0.016) G_GAN: 3.517 G_L1: 2.790 D_real: 0.009 D_fake: 0.187 +(epoch: 20, iters: 56096, time: 0.402, data: 0.018) G_GAN: 5.496 G_L1: 3.326 D_real: 0.163 D_fake: 0.007 +(epoch: 20, iters: 56196, time: 0.296, data: 0.019) G_GAN: 6.651 G_L1: 6.899 D_real: 0.016 D_fake: 0.017 +(epoch: 20, iters: 56296, time: 0.296, data: 0.017) G_GAN: 6.194 G_L1: 5.508 D_real: 0.002 D_fake: 0.125 +(epoch: 20, iters: 56396, time: 0.295, data: 0.016) G_GAN: 5.813 G_L1: 3.922 D_real: 0.050 D_fake: 0.013 +(epoch: 20, iters: 56496, time: 0.425, data: 0.016) G_GAN: 4.681 G_L1: 4.784 D_real: 0.043 D_fake: 0.046 +(epoch: 20, iters: 56596, time: 0.295, data: 0.020) G_GAN: 3.616 G_L1: 4.382 D_real: 0.513 D_fake: 0.044 +(epoch: 20, iters: 56696, time: 0.299, data: 0.017) G_GAN: 4.624 G_L1: 3.906 D_real: 0.057 D_fake: 0.066 +(epoch: 20, iters: 56796, time: 0.301, data: 0.017) G_GAN: 5.179 G_L1: 6.785 D_real: 0.021 D_fake: 0.033 +(epoch: 20, iters: 56896, time: 0.412, data: 0.018) G_GAN: 4.828 G_L1: 3.247 D_real: 0.405 D_fake: 0.018 +(epoch: 20, iters: 56996, time: 0.283, data: 0.018) G_GAN: 4.386 G_L1: 3.064 D_real: 0.002 D_fake: 0.175 +(epoch: 20, iters: 57096, time: 0.302, data: 0.015) G_GAN: 8.335 G_L1: 5.945 D_real: 0.012 D_fake: 0.006 +(epoch: 20, iters: 57196, time: 0.298, data: 0.018) G_GAN: 4.436 G_L1: 2.830 D_real: 0.433 D_fake: 0.057 +(epoch: 20, iters: 57296, time: 0.419, data: 0.018) G_GAN: 4.635 G_L1: 3.417 D_real: 0.439 D_fake: 0.036 +(epoch: 20, iters: 57396, time: 0.301, data: 0.019) G_GAN: 4.885 G_L1: 3.885 D_real: 0.083 D_fake: 0.044 +(epoch: 20, iters: 57496, time: 0.293, data: 0.016) G_GAN: 3.853 G_L1: 3.379 D_real: 0.015 D_fake: 0.275 +(epoch: 20, iters: 57596, time: 0.290, data: 0.018) G_GAN: 3.884 G_L1: 2.969 D_real: 0.007 D_fake: 0.325 +(epoch: 20, iters: 57696, time: 0.493, data: 0.015) G_GAN: 4.069 G_L1: 3.281 D_real: 0.163 D_fake: 0.195 +(epoch: 20, iters: 57796, time: 0.303, data: 0.017) G_GAN: 4.929 G_L1: 4.140 D_real: 0.007 D_fake: 0.046 +(epoch: 20, iters: 57896, time: 0.301, data: 0.018) G_GAN: 5.421 G_L1: 3.961 D_real: 0.093 D_fake: 0.022 +(epoch: 20, iters: 57996, time: 0.296, data: 0.017) G_GAN: 3.899 G_L1: 3.627 D_real: 0.279 D_fake: 0.050 +(epoch: 20, iters: 58096, time: 0.373, data: 0.017) G_GAN: 7.091 G_L1: 4.075 D_real: 0.021 D_fake: 0.006 +(epoch: 20, iters: 58196, time: 0.297, data: 0.021) G_GAN: 4.455 G_L1: 5.214 D_real: 0.264 D_fake: 0.051 +(epoch: 20, iters: 58296, time: 0.294, data: 0.018) G_GAN: 3.332 G_L1: 4.084 D_real: 0.252 D_fake: 0.191 +(epoch: 20, iters: 58396, time: 0.297, data: 0.016) G_GAN: 4.556 G_L1: 3.725 D_real: 0.036 D_fake: 0.278 +(epoch: 20, iters: 58496, time: 0.408, data: 0.017) G_GAN: 2.444 G_L1: 3.512 D_real: 1.080 D_fake: 0.034 +(epoch: 20, iters: 58596, time: 0.300, data: 0.019) G_GAN: 4.007 G_L1: 3.750 D_real: 0.017 D_fake: 0.130 +(epoch: 20, iters: 58696, time: 0.304, data: 0.018) G_GAN: 5.150 G_L1: 6.386 D_real: 0.002 D_fake: 0.124 +(epoch: 20, iters: 58796, time: 0.293, data: 0.018) G_GAN: 3.668 G_L1: 3.604 D_real: 0.063 D_fake: 0.071 +(epoch: 20, iters: 58896, time: 0.396, data: 0.017) G_GAN: 5.153 G_L1: 4.661 D_real: 0.333 D_fake: 0.013 +(epoch: 20, iters: 58996, time: 0.299, data: 0.019) G_GAN: 4.002 G_L1: 4.410 D_real: 0.000 D_fake: 0.144 +(epoch: 20, iters: 59096, time: 0.301, data: 0.017) G_GAN: 3.918 G_L1: 4.255 D_real: 0.137 D_fake: 0.065 +(epoch: 20, iters: 59196, time: 0.297, data: 0.018) G_GAN: 5.632 G_L1: 5.468 D_real: 0.081 D_fake: 0.030 +(epoch: 20, iters: 59296, time: 0.397, data: 0.020) G_GAN: 4.284 G_L1: 4.123 D_real: 0.003 D_fake: 0.032 +(epoch: 20, iters: 59396, time: 0.300, data: 0.017) G_GAN: 3.686 G_L1: 2.574 D_real: 0.178 D_fake: 0.062 +(epoch: 20, iters: 59496, time: 0.293, data: 0.018) G_GAN: 5.938 G_L1: 3.367 D_real: 0.032 D_fake: 0.016 +(epoch: 20, iters: 59596, time: 0.294, data: 0.015) G_GAN: 4.312 G_L1: 3.177 D_real: 0.042 D_fake: 1.111 +(epoch: 20, iters: 59696, time: 0.539, data: 0.019) G_GAN: 3.129 G_L1: 3.408 D_real: 0.747 D_fake: 0.010 +(epoch: 20, iters: 59796, time: 0.300, data: 0.020) G_GAN: 6.089 G_L1: 5.242 D_real: 0.015 D_fake: 0.283 +(epoch: 20, iters: 59896, time: 0.292, data: 0.020) G_GAN: 5.172 G_L1: 3.680 D_real: 0.005 D_fake: 0.550 +(epoch: 20, iters: 59996, time: 0.298, data: 0.020) G_GAN: 3.859 G_L1: 3.521 D_real: 0.316 D_fake: 0.135 +(epoch: 21, iters: 80, time: 0.559, data: 0.018) G_GAN: 4.668 G_L1: 4.211 D_real: 0.264 D_fake: 0.169 +(epoch: 21, iters: 180, time: 0.295, data: 0.024) G_GAN: 3.928 G_L1: 4.397 D_real: 0.107 D_fake: 0.079 +(epoch: 21, iters: 280, time: 0.310, data: 0.023) G_GAN: 4.010 G_L1: 3.141 D_real: 0.323 D_fake: 0.066 +(epoch: 21, iters: 380, time: 0.300, data: 0.023) G_GAN: 4.237 G_L1: 4.722 D_real: 0.047 D_fake: 0.047 +(epoch: 21, iters: 480, time: 0.407, data: 0.018) G_GAN: 3.452 G_L1: 2.831 D_real: 0.120 D_fake: 0.300 +(epoch: 21, iters: 580, time: 0.292, data: 0.018) G_GAN: 4.291 G_L1: 4.041 D_real: 0.032 D_fake: 0.039 +(epoch: 21, iters: 680, time: 0.291, data: 0.018) G_GAN: 4.402 G_L1: 3.297 D_real: 0.218 D_fake: 0.189 +(epoch: 21, iters: 780, time: 0.304, data: 0.023) G_GAN: 3.635 G_L1: 3.634 D_real: 0.016 D_fake: 0.266 +(epoch: 21, iters: 880, time: 0.413, data: 0.018) G_GAN: 3.384 G_L1: 3.379 D_real: 0.067 D_fake: 0.352 +(epoch: 21, iters: 980, time: 0.299, data: 0.021) G_GAN: 3.723 G_L1: 2.675 D_real: 0.204 D_fake: 0.039 +(epoch: 21, iters: 1080, time: 0.287, data: 0.019) G_GAN: 5.959 G_L1: 10.226 D_real: 0.003 D_fake: 0.290 +(epoch: 21, iters: 1180, time: 0.283, data: 0.023) G_GAN: 3.733 G_L1: 3.332 D_real: 0.353 D_fake: 0.229 +(epoch: 21, iters: 1280, time: 0.417, data: 0.017) G_GAN: 2.292 G_L1: 3.852 D_real: 0.184 D_fake: 0.152 +(epoch: 21, iters: 1380, time: 0.298, data: 0.019) G_GAN: 3.834 G_L1: 4.286 D_real: 0.354 D_fake: 0.228 +(epoch: 21, iters: 1480, time: 0.293, data: 0.017) G_GAN: 3.788 G_L1: 3.490 D_real: 0.271 D_fake: 0.095 +(epoch: 21, iters: 1580, time: 0.301, data: 0.018) G_GAN: 4.313 G_L1: 3.400 D_real: 0.205 D_fake: 0.070 +(epoch: 21, iters: 1680, time: 0.540, data: 0.024) G_GAN: 1.628 G_L1: 3.416 D_real: 1.039 D_fake: 0.057 +(epoch: 21, iters: 1780, time: 0.294, data: 0.019) G_GAN: 5.268 G_L1: 4.520 D_real: 0.037 D_fake: 0.131 +(epoch: 21, iters: 1880, time: 0.299, data: 0.023) G_GAN: 10.461 G_L1: 5.189 D_real: 0.335 D_fake: 0.008 +(epoch: 21, iters: 1980, time: 0.285, data: 0.020) G_GAN: 5.051 G_L1: 5.161 D_real: 0.414 D_fake: 0.052 +(epoch: 21, iters: 2080, time: 0.413, data: 0.021) G_GAN: 6.562 G_L1: 4.654 D_real: 0.116 D_fake: 0.019 +(epoch: 21, iters: 2180, time: 0.296, data: 0.022) G_GAN: 5.091 G_L1: 4.825 D_real: 0.083 D_fake: 0.680 +(epoch: 21, iters: 2280, time: 0.302, data: 0.022) G_GAN: 4.307 G_L1: 4.259 D_real: 0.300 D_fake: 0.060 +(epoch: 21, iters: 2380, time: 0.295, data: 0.021) G_GAN: 5.309 G_L1: 3.620 D_real: 0.052 D_fake: 0.043 +(epoch: 21, iters: 2480, time: 0.414, data: 0.018) G_GAN: 3.758 G_L1: 3.026 D_real: 0.179 D_fake: 0.052 +(epoch: 21, iters: 2580, time: 0.294, data: 0.018) G_GAN: 5.053 G_L1: 5.032 D_real: 0.037 D_fake: 0.136 +(epoch: 21, iters: 2680, time: 0.291, data: 0.017) G_GAN: 5.409 G_L1: 2.494 D_real: 0.005 D_fake: 0.046 +(epoch: 21, iters: 2780, time: 0.294, data: 0.018) G_GAN: 6.294 G_L1: 4.145 D_real: 0.356 D_fake: 0.014 +(epoch: 21, iters: 2880, time: 0.423, data: 0.021) G_GAN: 5.176 G_L1: 4.482 D_real: 0.008 D_fake: 0.069 +(epoch: 21, iters: 2980, time: 0.298, data: 0.018) G_GAN: 6.118 G_L1: 4.057 D_real: 0.023 D_fake: 0.008 +(epoch: 21, iters: 3080, time: 0.266, data: 0.018) G_GAN: 4.751 G_L1: 3.030 D_real: 0.000 D_fake: 0.229 +(epoch: 21, iters: 3180, time: 0.293, data: 0.018) G_GAN: 5.045 G_L1: 3.570 D_real: 0.006 D_fake: 0.044 +(epoch: 21, iters: 3280, time: 0.389, data: 0.019) G_GAN: 3.670 G_L1: 3.774 D_real: 0.029 D_fake: 0.134 +(epoch: 21, iters: 3380, time: 0.296, data: 0.020) G_GAN: 3.558 G_L1: 2.318 D_real: 0.438 D_fake: 0.077 +(epoch: 21, iters: 3480, time: 0.300, data: 0.021) G_GAN: 5.221 G_L1: 3.662 D_real: 0.001 D_fake: 0.051 +(epoch: 21, iters: 3580, time: 0.298, data: 0.018) G_GAN: 4.858 G_L1: 4.080 D_real: 0.045 D_fake: 0.048 +(epoch: 21, iters: 3680, time: 0.550, data: 0.016) G_GAN: 4.980 G_L1: 4.516 D_real: 0.035 D_fake: 0.142 +(epoch: 21, iters: 3780, time: 0.298, data: 0.018) G_GAN: 4.979 G_L1: 5.152 D_real: 0.001 D_fake: 0.027 +(epoch: 21, iters: 3880, time: 0.297, data: 0.017) G_GAN: 4.976 G_L1: 4.880 D_real: 0.337 D_fake: 0.118 +(epoch: 21, iters: 3980, time: 0.295, data: 0.016) G_GAN: 4.152 G_L1: 4.739 D_real: 0.106 D_fake: 0.063 +(epoch: 21, iters: 4080, time: 0.420, data: 0.019) G_GAN: 1.862 G_L1: 4.080 D_real: 0.723 D_fake: 0.117 +(epoch: 21, iters: 4180, time: 0.294, data: 0.018) G_GAN: 5.307 G_L1: 3.582 D_real: 0.020 D_fake: 0.026 +(epoch: 21, iters: 4280, time: 0.299, data: 0.018) G_GAN: 3.916 G_L1: 4.255 D_real: 0.218 D_fake: 0.039 +(epoch: 21, iters: 4380, time: 0.293, data: 0.016) G_GAN: 3.548 G_L1: 4.648 D_real: 0.273 D_fake: 0.127 +(epoch: 21, iters: 4480, time: 0.398, data: 0.022) G_GAN: 3.721 G_L1: 4.226 D_real: 0.296 D_fake: 0.530 +(epoch: 21, iters: 4580, time: 0.293, data: 0.016) G_GAN: 3.899 G_L1: 3.455 D_real: 0.018 D_fake: 1.006 +(epoch: 21, iters: 4680, time: 0.303, data: 0.017) G_GAN: 5.239 G_L1: 5.583 D_real: 0.061 D_fake: 0.086 +(epoch: 21, iters: 4780, time: 0.303, data: 0.020) G_GAN: 4.191 G_L1: 3.680 D_real: 0.158 D_fake: 0.083 +(epoch: 21, iters: 4880, time: 0.419, data: 0.017) G_GAN: 5.497 G_L1: 4.278 D_real: 0.027 D_fake: 0.056 +(epoch: 21, iters: 4980, time: 0.305, data: 0.018) G_GAN: 5.523 G_L1: 4.704 D_real: 0.128 D_fake: 0.401 +(epoch: 21, iters: 5080, time: 0.307, data: 0.020) G_GAN: 4.139 G_L1: 4.444 D_real: 0.268 D_fake: 0.026 +(epoch: 21, iters: 5180, time: 0.295, data: 0.019) G_GAN: 3.904 G_L1: 6.164 D_real: 0.501 D_fake: 0.037 +(epoch: 21, iters: 5280, time: 0.427, data: 0.021) G_GAN: 2.197 G_L1: 3.853 D_real: 0.490 D_fake: 0.070 +(epoch: 21, iters: 5380, time: 0.296, data: 0.018) G_GAN: 4.720 G_L1: 3.091 D_real: 0.031 D_fake: 0.068 +(epoch: 21, iters: 5480, time: 0.289, data: 0.017) G_GAN: 3.672 G_L1: 3.734 D_real: 0.068 D_fake: 0.158 +(epoch: 21, iters: 5580, time: 0.295, data: 0.015) G_GAN: 3.735 G_L1: 6.729 D_real: 0.021 D_fake: 0.107 +(epoch: 21, iters: 5680, time: 0.549, data: 0.017) G_GAN: 5.567 G_L1: 4.973 D_real: 0.002 D_fake: 0.011 +(epoch: 21, iters: 5780, time: 0.299, data: 0.019) G_GAN: 3.806 G_L1: 3.910 D_real: 0.164 D_fake: 0.222 +(epoch: 21, iters: 5880, time: 0.295, data: 0.017) G_GAN: 5.547 G_L1: 5.016 D_real: 0.006 D_fake: 0.819 +(epoch: 21, iters: 5980, time: 0.307, data: 0.016) G_GAN: 5.382 G_L1: 4.611 D_real: 0.003 D_fake: 0.036 +(epoch: 21, iters: 6080, time: 0.390, data: 0.023) G_GAN: 4.929 G_L1: 4.351 D_real: 0.051 D_fake: 0.116 +(epoch: 21, iters: 6180, time: 0.301, data: 0.017) G_GAN: 3.652 G_L1: 3.052 D_real: 0.017 D_fake: 0.117 +(epoch: 21, iters: 6280, time: 0.301, data: 0.017) G_GAN: 3.964 G_L1: 4.159 D_real: 0.026 D_fake: 0.156 +(epoch: 21, iters: 6380, time: 0.300, data: 0.020) G_GAN: 4.304 G_L1: 5.332 D_real: 0.002 D_fake: 0.155 +(epoch: 21, iters: 6480, time: 0.413, data: 0.018) G_GAN: 3.137 G_L1: 4.107 D_real: 0.629 D_fake: 0.548 +(epoch: 21, iters: 6580, time: 0.298, data: 0.018) G_GAN: 3.480 G_L1: 2.185 D_real: 0.527 D_fake: 0.027 +(epoch: 21, iters: 6680, time: 0.300, data: 0.019) G_GAN: 3.079 G_L1: 4.110 D_real: 0.314 D_fake: 0.128 +(epoch: 21, iters: 6780, time: 0.296, data: 0.017) G_GAN: 7.310 G_L1: 4.819 D_real: 0.025 D_fake: 0.012 +(epoch: 21, iters: 6880, time: 0.416, data: 0.016) G_GAN: 4.086 G_L1: 3.147 D_real: 0.526 D_fake: 0.095 +(epoch: 21, iters: 6980, time: 0.306, data: 0.018) G_GAN: 4.917 G_L1: 3.371 D_real: 0.421 D_fake: 0.008 +(epoch: 21, iters: 7080, time: 0.302, data: 0.020) G_GAN: 3.931 G_L1: 4.113 D_real: 0.011 D_fake: 0.624 +(epoch: 21, iters: 7180, time: 0.295, data: 0.017) G_GAN: 3.690 G_L1: 3.224 D_real: 0.178 D_fake: 0.283 +(epoch: 21, iters: 7280, time: 0.416, data: 0.017) G_GAN: 4.037 G_L1: 3.922 D_real: 0.149 D_fake: 0.135 +(epoch: 21, iters: 7380, time: 0.296, data: 0.019) G_GAN: 5.333 G_L1: 5.803 D_real: 0.002 D_fake: 0.094 +(epoch: 21, iters: 7480, time: 0.300, data: 0.022) G_GAN: 5.734 G_L1: 4.820 D_real: 0.146 D_fake: 0.041 +(epoch: 21, iters: 7580, time: 0.298, data: 0.017) G_GAN: 4.326 G_L1: 5.149 D_real: 0.140 D_fake: 0.087 +(epoch: 21, iters: 7680, time: 0.548, data: 0.022) G_GAN: 4.883 G_L1: 2.925 D_real: 0.160 D_fake: 0.038 +(epoch: 21, iters: 7780, time: 0.304, data: 0.018) G_GAN: 6.003 G_L1: 3.512 D_real: 0.460 D_fake: 0.015 +(epoch: 21, iters: 7880, time: 0.295, data: 0.016) G_GAN: 3.866 G_L1: 4.322 D_real: 0.058 D_fake: 0.090 +(epoch: 21, iters: 7980, time: 0.298, data: 0.017) G_GAN: 4.248 G_L1: 4.210 D_real: 0.271 D_fake: 0.289 +(epoch: 21, iters: 8080, time: 0.412, data: 0.017) G_GAN: 3.182 G_L1: 3.185 D_real: 0.892 D_fake: 0.031 +(epoch: 21, iters: 8180, time: 0.303, data: 0.017) G_GAN: 4.105 G_L1: 3.577 D_real: 0.024 D_fake: 0.313 +(epoch: 21, iters: 8280, time: 0.304, data: 0.017) G_GAN: 3.524 G_L1: 3.353 D_real: 0.365 D_fake: 0.056 +(epoch: 21, iters: 8380, time: 0.300, data: 0.022) G_GAN: 2.682 G_L1: 3.074 D_real: 0.136 D_fake: 0.151 +(epoch: 21, iters: 8480, time: 0.410, data: 0.020) G_GAN: 3.693 G_L1: 3.396 D_real: 0.202 D_fake: 0.075 +(epoch: 21, iters: 8580, time: 0.296, data: 0.018) G_GAN: 3.974 G_L1: 3.879 D_real: 0.026 D_fake: 0.439 +(epoch: 21, iters: 8680, time: 0.296, data: 0.016) G_GAN: 4.263 G_L1: 3.754 D_real: 0.195 D_fake: 0.065 +(epoch: 21, iters: 8780, time: 0.284, data: 0.017) G_GAN: 2.585 G_L1: 2.605 D_real: 0.985 D_fake: 0.061 +(epoch: 21, iters: 8880, time: 0.407, data: 0.017) G_GAN: 4.274 G_L1: 4.000 D_real: 0.071 D_fake: 0.223 +(epoch: 21, iters: 8980, time: 0.301, data: 0.022) G_GAN: 4.410 G_L1: 4.237 D_real: 0.003 D_fake: 0.393 +(epoch: 21, iters: 9080, time: 0.306, data: 0.017) G_GAN: 3.133 G_L1: 2.479 D_real: 0.212 D_fake: 0.217 +(epoch: 21, iters: 9180, time: 0.297, data: 0.019) G_GAN: 3.643 G_L1: 3.614 D_real: 0.066 D_fake: 0.131 +(epoch: 21, iters: 9280, time: 0.413, data: 0.016) G_GAN: 5.227 G_L1: 6.636 D_real: 0.209 D_fake: 0.089 +(epoch: 21, iters: 9380, time: 0.294, data: 0.018) G_GAN: 4.195 G_L1: 4.033 D_real: 0.029 D_fake: 0.208 +(epoch: 21, iters: 9480, time: 0.302, data: 0.020) G_GAN: 5.712 G_L1: 3.759 D_real: 0.034 D_fake: 0.027 +(epoch: 21, iters: 9580, time: 0.303, data: 0.017) G_GAN: 3.998 G_L1: 3.876 D_real: 0.003 D_fake: 0.113 +(epoch: 21, iters: 9680, time: 0.501, data: 0.016) G_GAN: 4.364 G_L1: 3.118 D_real: 0.035 D_fake: 0.088 +(epoch: 21, iters: 9780, time: 0.295, data: 0.020) G_GAN: 4.066 G_L1: 4.218 D_real: 0.048 D_fake: 0.221 +(epoch: 21, iters: 9880, time: 0.301, data: 0.021) G_GAN: 3.529 G_L1: 3.163 D_real: 0.230 D_fake: 0.181 +(epoch: 21, iters: 9980, time: 0.286, data: 0.018) G_GAN: 5.968 G_L1: 5.275 D_real: 0.142 D_fake: 1.127 +(epoch: 21, iters: 10080, time: 0.411, data: 0.015) G_GAN: 3.951 G_L1: 3.747 D_real: 0.186 D_fake: 0.114 +(epoch: 21, iters: 10180, time: 0.295, data: 0.019) G_GAN: 3.417 G_L1: 6.892 D_real: 0.588 D_fake: 0.067 +(epoch: 21, iters: 10280, time: 0.302, data: 0.017) G_GAN: 3.756 G_L1: 3.476 D_real: 0.455 D_fake: 0.068 +(epoch: 21, iters: 10380, time: 0.293, data: 0.018) G_GAN: 3.891 G_L1: 2.432 D_real: 0.072 D_fake: 0.083 +(epoch: 21, iters: 10480, time: 0.387, data: 0.022) G_GAN: 3.491 G_L1: 3.295 D_real: 0.086 D_fake: 1.023 +(epoch: 21, iters: 10580, time: 0.299, data: 0.018) G_GAN: 4.265 G_L1: 4.062 D_real: 0.059 D_fake: 0.120 +(epoch: 21, iters: 10680, time: 0.307, data: 0.020) G_GAN: 4.047 G_L1: 4.188 D_real: 0.194 D_fake: 0.053 +(epoch: 21, iters: 10780, time: 0.295, data: 0.017) G_GAN: 2.888 G_L1: 2.300 D_real: 0.198 D_fake: 0.076 +(epoch: 21, iters: 10880, time: 0.373, data: 0.017) G_GAN: 4.592 G_L1: 1.937 D_real: 0.066 D_fake: 0.045 +(epoch: 21, iters: 10980, time: 0.293, data: 0.017) G_GAN: 3.588 G_L1: 5.812 D_real: 0.417 D_fake: 0.015 +(epoch: 21, iters: 11080, time: 0.282, data: 0.017) G_GAN: 3.503 G_L1: 3.390 D_real: 0.085 D_fake: 0.124 +(epoch: 21, iters: 11180, time: 0.295, data: 0.017) G_GAN: 3.844 G_L1: 2.379 D_real: 0.124 D_fake: 0.072 +(epoch: 21, iters: 11280, time: 0.420, data: 0.016) G_GAN: 4.413 G_L1: 4.470 D_real: 0.172 D_fake: 0.035 +(epoch: 21, iters: 11380, time: 0.300, data: 0.018) G_GAN: 3.603 G_L1: 4.893 D_real: 0.014 D_fake: 0.378 +(epoch: 21, iters: 11480, time: 0.301, data: 0.017) G_GAN: 5.145 G_L1: 10.770 D_real: 0.019 D_fake: 0.051 +(epoch: 21, iters: 11580, time: 0.309, data: 0.018) G_GAN: 3.140 G_L1: 2.646 D_real: 0.037 D_fake: 0.107 +(epoch: 21, iters: 11680, time: 0.539, data: 0.017) G_GAN: 2.477 G_L1: 3.904 D_real: 0.352 D_fake: 0.189 +(epoch: 21, iters: 11780, time: 0.291, data: 0.020) G_GAN: 6.866 G_L1: 5.440 D_real: 0.128 D_fake: 0.012 +(epoch: 21, iters: 11880, time: 0.305, data: 0.017) G_GAN: 5.559 G_L1: 3.538 D_real: 0.028 D_fake: 0.335 +(epoch: 21, iters: 11980, time: 0.295, data: 0.017) G_GAN: 5.218 G_L1: 2.901 D_real: 0.298 D_fake: 0.015 +(epoch: 21, iters: 12080, time: 0.407, data: 0.016) G_GAN: 7.116 G_L1: 5.381 D_real: 0.000 D_fake: 1.037 +(epoch: 21, iters: 12180, time: 0.296, data: 0.017) G_GAN: 5.394 G_L1: 5.014 D_real: 0.069 D_fake: 0.144 +(epoch: 21, iters: 12280, time: 0.306, data: 0.017) G_GAN: 5.282 G_L1: 7.099 D_real: 0.073 D_fake: 0.015 +(epoch: 21, iters: 12380, time: 0.303, data: 0.023) G_GAN: 1.182 G_L1: 2.305 D_real: 1.057 D_fake: 0.135 +(epoch: 21, iters: 12480, time: 0.416, data: 0.021) G_GAN: 5.713 G_L1: 3.380 D_real: 0.047 D_fake: 0.009 +(epoch: 21, iters: 12580, time: 0.295, data: 0.018) G_GAN: 4.524 G_L1: 3.226 D_real: 0.002 D_fake: 0.088 +(epoch: 21, iters: 12680, time: 0.305, data: 0.015) G_GAN: 4.857 G_L1: 3.479 D_real: 0.004 D_fake: 0.390 +(epoch: 21, iters: 12780, time: 0.306, data: 0.017) G_GAN: 2.043 G_L1: 3.778 D_real: 0.405 D_fake: 0.088 +(epoch: 21, iters: 12880, time: 0.419, data: 0.017) G_GAN: 4.023 G_L1: 4.784 D_real: 0.121 D_fake: 0.072 +(epoch: 21, iters: 12980, time: 0.302, data: 0.020) G_GAN: 6.157 G_L1: 3.933 D_real: 0.052 D_fake: 0.006 +(epoch: 21, iters: 13080, time: 0.303, data: 0.017) G_GAN: 3.763 G_L1: 2.959 D_real: 0.005 D_fake: 0.397 +(epoch: 21, iters: 13180, time: 0.306, data: 0.017) G_GAN: 3.229 G_L1: 3.803 D_real: 0.447 D_fake: 0.055 +(epoch: 21, iters: 13280, time: 0.408, data: 0.022) G_GAN: 5.235 G_L1: 5.362 D_real: 0.299 D_fake: 0.032 +(epoch: 21, iters: 13380, time: 0.295, data: 0.018) G_GAN: 3.793 G_L1: 3.124 D_real: 0.029 D_fake: 0.110 +(epoch: 21, iters: 13480, time: 0.284, data: 0.017) G_GAN: 4.983 G_L1: 7.201 D_real: 0.015 D_fake: 0.115 +(epoch: 21, iters: 13580, time: 0.297, data: 0.015) G_GAN: 4.618 G_L1: 4.522 D_real: 0.057 D_fake: 0.076 +(epoch: 21, iters: 13680, time: 0.547, data: 0.021) G_GAN: 3.739 G_L1: 3.816 D_real: 0.264 D_fake: 0.029 +(epoch: 21, iters: 13780, time: 0.294, data: 0.018) G_GAN: 2.940 G_L1: 4.106 D_real: 1.240 D_fake: 0.034 +(epoch: 21, iters: 13880, time: 0.305, data: 0.017) G_GAN: 5.934 G_L1: 7.717 D_real: 0.005 D_fake: 0.361 +(epoch: 21, iters: 13980, time: 0.302, data: 0.023) G_GAN: 3.931 G_L1: 2.475 D_real: 1.150 D_fake: 0.003 +(epoch: 21, iters: 14080, time: 0.420, data: 0.022) G_GAN: 4.295 G_L1: 11.360 D_real: 0.086 D_fake: 0.092 +(epoch: 21, iters: 14180, time: 0.295, data: 0.018) G_GAN: 7.638 G_L1: 4.703 D_real: 0.000 D_fake: 1.225 +(epoch: 21, iters: 14280, time: 0.306, data: 0.016) G_GAN: 4.227 G_L1: 3.042 D_real: 0.765 D_fake: 0.027 +(epoch: 21, iters: 14380, time: 0.293, data: 0.021) G_GAN: 3.539 G_L1: 3.572 D_real: 0.159 D_fake: 0.199 +(epoch: 21, iters: 14480, time: 0.422, data: 0.017) G_GAN: 2.936 G_L1: 3.396 D_real: 0.001 D_fake: 0.207 +(epoch: 21, iters: 14580, time: 0.305, data: 0.025) G_GAN: 5.057 G_L1: 4.583 D_real: 0.021 D_fake: 0.050 +(epoch: 21, iters: 14680, time: 0.282, data: 0.020) G_GAN: 4.333 G_L1: 5.965 D_real: 0.006 D_fake: 0.195 +(epoch: 21, iters: 14780, time: 0.280, data: 0.018) G_GAN: 5.117 G_L1: 4.664 D_real: 0.073 D_fake: 0.057 +(epoch: 21, iters: 14880, time: 0.422, data: 0.015) G_GAN: 5.381 G_L1: 8.228 D_real: 0.011 D_fake: 0.022 +(epoch: 21, iters: 14980, time: 0.301, data: 0.019) G_GAN: 4.616 G_L1: 7.234 D_real: 0.031 D_fake: 0.041 +(epoch: 21, iters: 15080, time: 0.296, data: 0.017) G_GAN: 5.919 G_L1: 4.389 D_real: 0.388 D_fake: 0.024 +(epoch: 21, iters: 15180, time: 0.276, data: 0.017) G_GAN: 5.710 G_L1: 6.070 D_real: 0.004 D_fake: 0.022 +(epoch: 21, iters: 15280, time: 0.421, data: 0.015) G_GAN: 4.054 G_L1: 3.959 D_real: 0.558 D_fake: 0.075 +(epoch: 21, iters: 15380, time: 0.304, data: 0.018) G_GAN: 5.223 G_L1: 3.506 D_real: 0.058 D_fake: 0.032 +(epoch: 21, iters: 15480, time: 0.296, data: 0.017) G_GAN: 4.152 G_L1: 3.753 D_real: 0.288 D_fake: 0.329 +(epoch: 21, iters: 15580, time: 0.299, data: 0.017) G_GAN: 6.917 G_L1: 5.835 D_real: 0.000 D_fake: 0.578 +(epoch: 21, iters: 15680, time: 0.511, data: 0.016) G_GAN: 3.602 G_L1: 2.525 D_real: 0.308 D_fake: 0.149 +(epoch: 21, iters: 15780, time: 0.296, data: 0.016) G_GAN: 3.787 G_L1: 5.289 D_real: 0.021 D_fake: 0.355 +(epoch: 21, iters: 15880, time: 0.297, data: 0.019) G_GAN: 5.657 G_L1: 3.895 D_real: 0.980 D_fake: 0.022 +(epoch: 21, iters: 15980, time: 0.293, data: 0.015) G_GAN: 3.599 G_L1: 3.499 D_real: 0.005 D_fake: 0.190 +(epoch: 21, iters: 16080, time: 0.423, data: 0.016) G_GAN: 3.945 G_L1: 7.044 D_real: 0.008 D_fake: 0.137 +(epoch: 21, iters: 16180, time: 0.296, data: 0.024) G_GAN: 4.121 G_L1: 2.327 D_real: 0.797 D_fake: 0.023 +(epoch: 21, iters: 16280, time: 0.297, data: 0.017) G_GAN: 6.799 G_L1: 3.702 D_real: 0.003 D_fake: 0.010 +(epoch: 21, iters: 16380, time: 0.303, data: 0.018) G_GAN: 3.756 G_L1: 4.909 D_real: 0.228 D_fake: 0.183 +(epoch: 21, iters: 16480, time: 0.402, data: 0.016) G_GAN: 4.033 G_L1: 3.278 D_real: 0.289 D_fake: 0.016 +(epoch: 21, iters: 16580, time: 0.302, data: 0.017) G_GAN: 4.014 G_L1: 3.649 D_real: 0.023 D_fake: 0.097 +(epoch: 21, iters: 16680, time: 0.295, data: 0.019) G_GAN: 6.503 G_L1: 5.983 D_real: 0.038 D_fake: 0.027 +(epoch: 21, iters: 16780, time: 0.293, data: 0.017) G_GAN: 4.664 G_L1: 4.023 D_real: 0.196 D_fake: 0.034 +(epoch: 21, iters: 16880, time: 0.400, data: 0.016) G_GAN: 8.503 G_L1: 4.994 D_real: 0.071 D_fake: 0.511 +(epoch: 21, iters: 16980, time: 0.296, data: 0.016) G_GAN: 5.305 G_L1: 2.406 D_real: 0.020 D_fake: 0.031 +(epoch: 21, iters: 17080, time: 0.304, data: 0.016) G_GAN: 4.618 G_L1: 3.941 D_real: 0.091 D_fake: 0.134 +(epoch: 21, iters: 17180, time: 0.281, data: 0.017) G_GAN: 3.720 G_L1: 3.136 D_real: 0.075 D_fake: 0.109 +(epoch: 21, iters: 17280, time: 0.409, data: 0.016) G_GAN: 4.875 G_L1: 2.913 D_real: 0.194 D_fake: 0.032 +(epoch: 21, iters: 17380, time: 0.291, data: 0.018) G_GAN: 4.441 G_L1: 3.903 D_real: 0.023 D_fake: 0.163 +(epoch: 21, iters: 17480, time: 0.298, data: 0.016) G_GAN: 7.831 G_L1: 8.510 D_real: 0.085 D_fake: 0.003 +(epoch: 21, iters: 17580, time: 0.299, data: 0.023) G_GAN: 5.483 G_L1: 5.781 D_real: 0.032 D_fake: 0.036 +(epoch: 21, iters: 17680, time: 0.556, data: 0.020) G_GAN: 4.631 G_L1: 5.158 D_real: 0.009 D_fake: 0.050 +(epoch: 21, iters: 17780, time: 0.302, data: 0.017) G_GAN: 5.907 G_L1: 3.716 D_real: 0.140 D_fake: 0.205 +(epoch: 21, iters: 17880, time: 0.296, data: 0.017) G_GAN: 6.471 G_L1: 3.294 D_real: 0.264 D_fake: 0.004 +(epoch: 21, iters: 17980, time: 0.300, data: 0.016) G_GAN: 3.224 G_L1: 3.208 D_real: 0.699 D_fake: 0.242 +(epoch: 21, iters: 18080, time: 0.420, data: 0.017) G_GAN: 3.128 G_L1: 5.372 D_real: 0.343 D_fake: 0.054 +(epoch: 21, iters: 18180, time: 0.293, data: 0.018) G_GAN: 5.358 G_L1: 3.793 D_real: 0.164 D_fake: 0.033 +(epoch: 21, iters: 18280, time: 0.291, data: 0.015) G_GAN: 5.575 G_L1: 3.374 D_real: 0.039 D_fake: 0.041 +(epoch: 21, iters: 18380, time: 0.299, data: 0.021) G_GAN: 4.060 G_L1: 3.920 D_real: 0.000 D_fake: 0.106 +(epoch: 21, iters: 18480, time: 0.409, data: 0.016) G_GAN: 5.676 G_L1: 4.670 D_real: 0.060 D_fake: 0.031 +(epoch: 21, iters: 18580, time: 0.290, data: 0.019) G_GAN: 3.866 G_L1: 3.384 D_real: 0.118 D_fake: 0.068 +(epoch: 21, iters: 18680, time: 0.286, data: 0.017) G_GAN: 3.700 G_L1: 7.208 D_real: 0.397 D_fake: 0.027 +(epoch: 21, iters: 18780, time: 0.297, data: 0.020) G_GAN: 5.329 G_L1: 4.210 D_real: 0.009 D_fake: 0.023 +(epoch: 21, iters: 18880, time: 0.418, data: 0.016) G_GAN: 6.114 G_L1: 3.288 D_real: 0.028 D_fake: 0.023 +(epoch: 21, iters: 18980, time: 0.289, data: 0.018) G_GAN: 5.129 G_L1: 5.052 D_real: 0.007 D_fake: 0.048 +(epoch: 21, iters: 19080, time: 0.281, data: 0.016) G_GAN: 4.078 G_L1: 11.787 D_real: 0.436 D_fake: 0.049 +(epoch: 21, iters: 19180, time: 0.287, data: 0.016) G_GAN: 5.259 G_L1: 3.774 D_real: 0.067 D_fake: 0.019 +(epoch: 21, iters: 19280, time: 0.415, data: 0.016) G_GAN: 4.256 G_L1: 4.379 D_real: 0.343 D_fake: 0.081 +(epoch: 21, iters: 19380, time: 0.300, data: 0.018) G_GAN: 5.652 G_L1: 3.868 D_real: 0.001 D_fake: 0.072 +(epoch: 21, iters: 19480, time: 0.284, data: 0.023) G_GAN: 4.105 G_L1: 2.584 D_real: 0.005 D_fake: 0.379 +(epoch: 21, iters: 19580, time: 0.287, data: 0.014) G_GAN: 5.313 G_L1: 3.991 D_real: 0.007 D_fake: 0.020 +(epoch: 21, iters: 19680, time: 0.552, data: 0.015) G_GAN: 5.912 G_L1: 4.039 D_real: 0.005 D_fake: 0.068 +(epoch: 21, iters: 19780, time: 0.296, data: 0.020) G_GAN: 3.568 G_L1: 2.975 D_real: 0.183 D_fake: 0.534 +(epoch: 21, iters: 19880, time: 0.288, data: 0.023) G_GAN: 3.370 G_L1: 5.319 D_real: 0.382 D_fake: 0.029 +(epoch: 21, iters: 19980, time: 0.315, data: 0.015) G_GAN: 3.904 G_L1: 3.862 D_real: 0.218 D_fake: 0.235 +(epoch: 21, iters: 20080, time: 0.423, data: 0.021) G_GAN: 3.979 G_L1: 3.698 D_real: 0.006 D_fake: 0.270 +(epoch: 21, iters: 20180, time: 0.294, data: 0.019) G_GAN: 3.728 G_L1: 3.558 D_real: 0.155 D_fake: 0.054 +(epoch: 21, iters: 20280, time: 0.303, data: 0.016) G_GAN: 4.919 G_L1: 3.381 D_real: 0.034 D_fake: 0.111 +(epoch: 21, iters: 20380, time: 0.287, data: 0.022) G_GAN: 3.039 G_L1: 3.379 D_real: 0.250 D_fake: 0.132 +(epoch: 21, iters: 20480, time: 0.422, data: 0.015) G_GAN: 4.427 G_L1: 4.523 D_real: 0.060 D_fake: 0.108 +(epoch: 21, iters: 20580, time: 0.307, data: 0.020) G_GAN: 3.640 G_L1: 3.798 D_real: 0.045 D_fake: 0.329 +(epoch: 21, iters: 20680, time: 0.305, data: 0.018) G_GAN: 5.982 G_L1: 8.003 D_real: 0.421 D_fake: 0.060 +(epoch: 21, iters: 20780, time: 0.292, data: 0.018) G_GAN: 5.719 G_L1: 3.400 D_real: 0.019 D_fake: 0.055 +(epoch: 21, iters: 20880, time: 0.424, data: 0.015) G_GAN: 5.332 G_L1: 5.866 D_real: 0.108 D_fake: 0.017 +(epoch: 21, iters: 20980, time: 0.298, data: 0.019) G_GAN: 4.815 G_L1: 3.973 D_real: 0.002 D_fake: 0.081 +(epoch: 21, iters: 21080, time: 0.301, data: 0.017) G_GAN: 5.428 G_L1: 7.812 D_real: 0.069 D_fake: 0.160 +(epoch: 21, iters: 21180, time: 0.300, data: 0.018) G_GAN: 2.736 G_L1: 4.260 D_real: 0.299 D_fake: 0.123 +(epoch: 21, iters: 21280, time: 0.412, data: 0.017) G_GAN: 3.949 G_L1: 3.153 D_real: 0.108 D_fake: 0.064 +(epoch: 21, iters: 21380, time: 0.291, data: 0.018) G_GAN: 4.325 G_L1: 8.439 D_real: 0.081 D_fake: 0.050 +(epoch: 21, iters: 21480, time: 0.299, data: 0.016) G_GAN: 4.648 G_L1: 4.072 D_real: 0.000 D_fake: 0.029 +(epoch: 21, iters: 21580, time: 0.284, data: 0.017) G_GAN: 5.942 G_L1: 6.398 D_real: 0.096 D_fake: 0.103 +(epoch: 21, iters: 21680, time: 0.546, data: 0.016) G_GAN: 4.997 G_L1: 3.539 D_real: 0.003 D_fake: 0.062 +(epoch: 21, iters: 21780, time: 0.306, data: 0.019) G_GAN: 5.281 G_L1: 4.184 D_real: 0.005 D_fake: 0.229 +(epoch: 21, iters: 21880, time: 0.303, data: 0.019) G_GAN: 5.467 G_L1: 2.927 D_real: 0.275 D_fake: 0.022 +(epoch: 21, iters: 21980, time: 0.305, data: 0.017) G_GAN: 5.091 G_L1: 3.239 D_real: 0.346 D_fake: 0.014 +(epoch: 21, iters: 22080, time: 0.429, data: 0.019) G_GAN: 3.891 G_L1: 6.748 D_real: 0.407 D_fake: 0.069 +(epoch: 21, iters: 22180, time: 0.303, data: 0.019) G_GAN: 6.329 G_L1: 3.107 D_real: 0.037 D_fake: 0.668 +(epoch: 21, iters: 22280, time: 0.295, data: 0.019) G_GAN: 6.345 G_L1: 7.307 D_real: 0.033 D_fake: 0.119 +(epoch: 21, iters: 22380, time: 0.305, data: 0.022) G_GAN: 3.665 G_L1: 3.447 D_real: 0.097 D_fake: 0.141 +(epoch: 21, iters: 22480, time: 0.387, data: 0.019) G_GAN: 3.818 G_L1: 4.007 D_real: 0.087 D_fake: 0.053 +(epoch: 21, iters: 22580, time: 0.299, data: 0.021) G_GAN: 4.705 G_L1: 4.377 D_real: 0.088 D_fake: 0.047 +(epoch: 21, iters: 22680, time: 0.288, data: 0.022) G_GAN: 4.020 G_L1: 3.682 D_real: 0.110 D_fake: 0.087 +(epoch: 21, iters: 22780, time: 0.300, data: 0.018) G_GAN: 4.232 G_L1: 4.077 D_real: 0.019 D_fake: 0.173 +(epoch: 21, iters: 22880, time: 0.422, data: 0.017) G_GAN: 5.038 G_L1: 5.288 D_real: 0.019 D_fake: 0.043 +(epoch: 21, iters: 22980, time: 0.292, data: 0.018) G_GAN: 5.210 G_L1: 3.783 D_real: 0.039 D_fake: 0.018 +(epoch: 21, iters: 23080, time: 0.301, data: 0.016) G_GAN: 4.353 G_L1: 3.873 D_real: 0.266 D_fake: 0.048 +(epoch: 21, iters: 23180, time: 0.295, data: 0.017) G_GAN: 4.525 G_L1: 3.042 D_real: 0.001 D_fake: 0.084 +(epoch: 21, iters: 23280, time: 0.381, data: 0.019) G_GAN: 4.243 G_L1: 3.353 D_real: 0.162 D_fake: 0.040 +(epoch: 21, iters: 23380, time: 0.301, data: 0.018) G_GAN: 6.327 G_L1: 7.508 D_real: 0.057 D_fake: 0.022 +(epoch: 21, iters: 23480, time: 0.293, data: 0.019) G_GAN: 3.491 G_L1: 4.766 D_real: 0.093 D_fake: 0.265 +(epoch: 21, iters: 23580, time: 0.298, data: 0.017) G_GAN: 4.038 G_L1: 5.073 D_real: 0.368 D_fake: 0.078 +(epoch: 21, iters: 23680, time: 0.556, data: 0.016) G_GAN: 4.403 G_L1: 4.450 D_real: 0.091 D_fake: 0.396 +(epoch: 21, iters: 23780, time: 0.307, data: 0.020) G_GAN: 3.980 G_L1: 6.037 D_real: 0.063 D_fake: 0.016 +(epoch: 21, iters: 23880, time: 0.296, data: 0.018) G_GAN: 4.051 G_L1: 4.414 D_real: 0.298 D_fake: 0.100 +(epoch: 21, iters: 23980, time: 0.305, data: 0.017) G_GAN: 3.705 G_L1: 3.649 D_real: 0.033 D_fake: 0.058 +(epoch: 21, iters: 24080, time: 0.402, data: 0.018) G_GAN: 4.265 G_L1: 4.354 D_real: 0.004 D_fake: 0.372 +(epoch: 21, iters: 24180, time: 0.294, data: 0.021) G_GAN: 6.896 G_L1: 3.463 D_real: 0.069 D_fake: 0.022 +(epoch: 21, iters: 24280, time: 0.290, data: 0.017) G_GAN: 5.519 G_L1: 2.893 D_real: 0.286 D_fake: 0.010 +(epoch: 21, iters: 24380, time: 0.307, data: 0.017) G_GAN: 1.703 G_L1: 4.365 D_real: 0.412 D_fake: 0.148 +(epoch: 21, iters: 24480, time: 0.404, data: 0.018) G_GAN: 3.603 G_L1: 4.127 D_real: 0.314 D_fake: 0.055 +(epoch: 21, iters: 24580, time: 0.297, data: 0.020) G_GAN: 4.854 G_L1: 3.635 D_real: 0.005 D_fake: 0.073 +(epoch: 21, iters: 24680, time: 0.305, data: 0.019) G_GAN: 3.150 G_L1: 3.172 D_real: 0.488 D_fake: 0.054 +(epoch: 21, iters: 24780, time: 0.291, data: 0.020) G_GAN: 5.421 G_L1: 3.351 D_real: 0.072 D_fake: 0.110 +(epoch: 21, iters: 24880, time: 0.388, data: 0.018) G_GAN: 4.217 G_L1: 5.368 D_real: 0.345 D_fake: 0.014 +(epoch: 21, iters: 24980, time: 0.289, data: 0.028) G_GAN: 5.052 G_L1: 3.317 D_real: 0.042 D_fake: 0.080 +(epoch: 21, iters: 25080, time: 0.298, data: 0.016) G_GAN: 4.937 G_L1: 11.113 D_real: 0.002 D_fake: 0.026 +(epoch: 21, iters: 25180, time: 0.285, data: 0.017) G_GAN: 3.649 G_L1: 3.629 D_real: 0.045 D_fake: 0.053 +(epoch: 21, iters: 25280, time: 0.422, data: 0.017) G_GAN: 6.160 G_L1: 5.072 D_real: 0.018 D_fake: 0.011 +(epoch: 21, iters: 25380, time: 0.297, data: 0.019) G_GAN: 6.918 G_L1: 5.345 D_real: 0.025 D_fake: 0.010 +(epoch: 21, iters: 25480, time: 0.299, data: 0.020) G_GAN: 5.749 G_L1: 5.717 D_real: 0.115 D_fake: 0.006 +(epoch: 21, iters: 25580, time: 0.297, data: 0.017) G_GAN: 8.153 G_L1: 4.385 D_real: 0.003 D_fake: 0.117 +(epoch: 21, iters: 25680, time: 0.546, data: 0.018) G_GAN: 4.226 G_L1: 4.942 D_real: 0.001 D_fake: 0.067 +(epoch: 21, iters: 25780, time: 0.301, data: 0.019) G_GAN: 4.979 G_L1: 5.932 D_real: 0.089 D_fake: 0.071 +(epoch: 21, iters: 25880, time: 0.300, data: 0.019) G_GAN: 8.953 G_L1: 4.384 D_real: 0.027 D_fake: 0.001 +(epoch: 21, iters: 25980, time: 0.304, data: 0.017) G_GAN: 5.808 G_L1: 4.682 D_real: 0.001 D_fake: 0.103 +(epoch: 21, iters: 26080, time: 0.396, data: 0.018) G_GAN: 4.397 G_L1: 3.810 D_real: 0.012 D_fake: 0.117 +(epoch: 21, iters: 26180, time: 0.296, data: 0.019) G_GAN: 6.495 G_L1: 4.785 D_real: 0.003 D_fake: 0.026 +(epoch: 21, iters: 26280, time: 0.288, data: 0.020) G_GAN: 5.033 G_L1: 4.720 D_real: 0.054 D_fake: 0.034 +(epoch: 21, iters: 26380, time: 0.296, data: 0.016) G_GAN: 3.044 G_L1: 3.613 D_real: 0.042 D_fake: 0.146 +(epoch: 21, iters: 26480, time: 0.406, data: 0.019) G_GAN: 5.324 G_L1: 4.923 D_real: 0.060 D_fake: 0.238 +(epoch: 21, iters: 26580, time: 0.296, data: 0.017) G_GAN: 4.970 G_L1: 2.922 D_real: 0.011 D_fake: 0.115 +(epoch: 21, iters: 26680, time: 0.297, data: 0.016) G_GAN: 5.650 G_L1: 7.173 D_real: 0.083 D_fake: 0.063 +(epoch: 21, iters: 26780, time: 0.304, data: 0.017) G_GAN: 3.736 G_L1: 3.903 D_real: 0.128 D_fake: 0.036 +(epoch: 21, iters: 26880, time: 0.381, data: 0.017) G_GAN: 3.002 G_L1: 2.855 D_real: 0.332 D_fake: 0.483 +(epoch: 21, iters: 26980, time: 0.288, data: 0.020) G_GAN: 4.657 G_L1: 3.680 D_real: 0.018 D_fake: 0.153 +(epoch: 21, iters: 27080, time: 0.294, data: 0.017) G_GAN: 7.598 G_L1: 6.914 D_real: 0.126 D_fake: 0.009 +(epoch: 21, iters: 27180, time: 0.289, data: 0.016) G_GAN: 5.304 G_L1: 5.211 D_real: 0.081 D_fake: 0.022 +(epoch: 21, iters: 27280, time: 0.398, data: 0.016) G_GAN: 4.818 G_L1: 3.469 D_real: 0.147 D_fake: 0.016 +(epoch: 21, iters: 27380, time: 0.297, data: 0.017) G_GAN: 4.404 G_L1: 3.315 D_real: 0.462 D_fake: 0.024 +(epoch: 21, iters: 27480, time: 0.302, data: 0.017) G_GAN: 7.158 G_L1: 4.017 D_real: 0.013 D_fake: 0.371 +(epoch: 21, iters: 27580, time: 0.297, data: 0.017) G_GAN: 5.653 G_L1: 5.981 D_real: 0.000 D_fake: 0.095 +(epoch: 21, iters: 27680, time: 0.510, data: 0.022) G_GAN: 4.724 G_L1: 3.731 D_real: 0.018 D_fake: 0.136 +(epoch: 21, iters: 27780, time: 0.282, data: 0.018) G_GAN: 4.042 G_L1: 5.053 D_real: 0.000 D_fake: 0.121 +(epoch: 21, iters: 27880, time: 0.303, data: 0.017) G_GAN: 4.607 G_L1: 4.483 D_real: 0.008 D_fake: 0.036 +(epoch: 21, iters: 27980, time: 0.285, data: 0.018) G_GAN: 6.187 G_L1: 2.673 D_real: 0.014 D_fake: 1.033 +(epoch: 21, iters: 28080, time: 0.408, data: 0.027) G_GAN: 7.049 G_L1: 4.283 D_real: 0.003 D_fake: 0.630 +(epoch: 21, iters: 28180, time: 0.287, data: 0.018) G_GAN: 3.958 G_L1: 4.447 D_real: 0.183 D_fake: 0.042 +(epoch: 21, iters: 28280, time: 0.299, data: 0.015) G_GAN: 4.226 G_L1: 3.841 D_real: 0.076 D_fake: 0.078 +(epoch: 21, iters: 28380, time: 0.299, data: 0.016) G_GAN: 4.381 G_L1: 7.812 D_real: 0.067 D_fake: 0.151 +(epoch: 21, iters: 28480, time: 0.398, data: 0.017) G_GAN: 4.434 G_L1: 4.516 D_real: 0.115 D_fake: 0.035 +(epoch: 21, iters: 28580, time: 0.292, data: 0.020) G_GAN: 5.543 G_L1: 4.322 D_real: 0.241 D_fake: 0.016 +(epoch: 21, iters: 28680, time: 0.293, data: 0.019) G_GAN: 5.184 G_L1: 4.647 D_real: 0.158 D_fake: 0.067 +(epoch: 21, iters: 28780, time: 0.289, data: 0.015) G_GAN: 3.759 G_L1: 2.286 D_real: 0.659 D_fake: 0.005 +(epoch: 21, iters: 28880, time: 0.414, data: 0.016) G_GAN: 7.023 G_L1: 4.025 D_real: 0.038 D_fake: 0.010 +(epoch: 21, iters: 28980, time: 0.284, data: 0.019) G_GAN: 3.965 G_L1: 4.004 D_real: 1.150 D_fake: 0.013 +(epoch: 21, iters: 29080, time: 0.294, data: 0.016) G_GAN: 3.174 G_L1: 3.085 D_real: 0.351 D_fake: 0.031 +(epoch: 21, iters: 29180, time: 0.287, data: 0.021) G_GAN: 2.964 G_L1: 5.782 D_real: 0.117 D_fake: 0.061 +(epoch: 21, iters: 29280, time: 0.420, data: 0.016) G_GAN: 3.862 G_L1: 3.416 D_real: 0.024 D_fake: 0.232 +(epoch: 21, iters: 29380, time: 0.299, data: 0.018) G_GAN: 3.320 G_L1: 2.725 D_real: 0.510 D_fake: 0.118 +(epoch: 21, iters: 29480, time: 0.300, data: 0.017) G_GAN: 4.319 G_L1: 3.232 D_real: 0.057 D_fake: 0.139 +(epoch: 21, iters: 29580, time: 0.293, data: 0.019) G_GAN: 4.586 G_L1: 3.501 D_real: 0.025 D_fake: 0.068 +(epoch: 21, iters: 29680, time: 0.535, data: 0.031) G_GAN: 3.718 G_L1: 3.294 D_real: 0.070 D_fake: 0.043 +(epoch: 21, iters: 29780, time: 0.284, data: 0.018) G_GAN: 5.207 G_L1: 3.096 D_real: 0.221 D_fake: 0.036 +(epoch: 21, iters: 29880, time: 0.297, data: 0.017) G_GAN: 5.783 G_L1: 4.692 D_real: 0.746 D_fake: 0.056 +(epoch: 21, iters: 29980, time: 0.294, data: 0.017) G_GAN: 5.812 G_L1: 4.613 D_real: 0.036 D_fake: 0.245 +(epoch: 21, iters: 30080, time: 0.400, data: 0.016) G_GAN: 4.867 G_L1: 3.038 D_real: 0.050 D_fake: 0.627 +(epoch: 21, iters: 30180, time: 0.296, data: 0.018) G_GAN: 6.600 G_L1: 4.359 D_real: 0.017 D_fake: 0.014 +(epoch: 21, iters: 30280, time: 0.297, data: 0.016) G_GAN: 4.916 G_L1: 3.237 D_real: 0.051 D_fake: 0.072 +(epoch: 21, iters: 30380, time: 0.300, data: 0.018) G_GAN: 5.700 G_L1: 4.578 D_real: 0.012 D_fake: 0.043 +(epoch: 21, iters: 30480, time: 0.401, data: 0.016) G_GAN: 6.675 G_L1: 4.542 D_real: 0.023 D_fake: 0.008 +(epoch: 21, iters: 30580, time: 0.296, data: 0.020) G_GAN: 2.178 G_L1: 3.881 D_real: 0.599 D_fake: 0.129 +(epoch: 21, iters: 30680, time: 0.293, data: 0.016) G_GAN: 5.461 G_L1: 4.454 D_real: 0.003 D_fake: 0.024 +(epoch: 21, iters: 30780, time: 0.299, data: 0.022) G_GAN: 6.663 G_L1: 7.526 D_real: 0.003 D_fake: 0.008 +(epoch: 21, iters: 30880, time: 0.411, data: 0.017) G_GAN: 4.987 G_L1: 3.677 D_real: 0.023 D_fake: 0.027 +(epoch: 21, iters: 30980, time: 0.281, data: 0.017) G_GAN: 1.404 G_L1: 3.285 D_real: 0.885 D_fake: 0.096 +(epoch: 21, iters: 31080, time: 0.295, data: 0.020) G_GAN: 5.637 G_L1: 4.405 D_real: 0.043 D_fake: 0.136 +(epoch: 21, iters: 31180, time: 0.300, data: 0.016) G_GAN: 4.813 G_L1: 6.444 D_real: 0.002 D_fake: 0.076 +(epoch: 21, iters: 31280, time: 0.394, data: 0.017) G_GAN: 5.121 G_L1: 2.748 D_real: 0.011 D_fake: 0.198 +(epoch: 21, iters: 31380, time: 0.287, data: 0.018) G_GAN: 7.079 G_L1: 5.582 D_real: 0.020 D_fake: 0.244 +(epoch: 21, iters: 31480, time: 0.293, data: 0.017) G_GAN: 4.001 G_L1: 4.293 D_real: 0.012 D_fake: 0.136 +(epoch: 21, iters: 31580, time: 0.294, data: 0.017) G_GAN: 6.092 G_L1: 3.879 D_real: 0.079 D_fake: 0.006 +(epoch: 21, iters: 31680, time: 0.519, data: 0.018) G_GAN: 3.842 G_L1: 4.195 D_real: 0.023 D_fake: 0.439 +(epoch: 21, iters: 31780, time: 0.285, data: 0.018) G_GAN: 4.574 G_L1: 2.924 D_real: 0.024 D_fake: 0.165 +(epoch: 21, iters: 31880, time: 0.299, data: 0.016) G_GAN: 4.217 G_L1: 3.581 D_real: 0.380 D_fake: 0.038 +(epoch: 21, iters: 31980, time: 0.293, data: 0.018) G_GAN: 4.291 G_L1: 3.536 D_real: 0.074 D_fake: 0.167 +(epoch: 21, iters: 32080, time: 0.410, data: 0.016) G_GAN: 4.296 G_L1: 4.270 D_real: 0.164 D_fake: 0.028 +(epoch: 21, iters: 32180, time: 0.296, data: 0.018) G_GAN: 5.306 G_L1: 4.071 D_real: 0.097 D_fake: 0.212 +(epoch: 21, iters: 32280, time: 0.294, data: 0.017) G_GAN: 5.922 G_L1: 6.530 D_real: 0.015 D_fake: 0.133 +(epoch: 21, iters: 32380, time: 0.283, data: 0.016) G_GAN: 3.570 G_L1: 3.765 D_real: 0.306 D_fake: 0.100 +(epoch: 21, iters: 32480, time: 0.398, data: 0.015) G_GAN: 4.471 G_L1: 4.456 D_real: 0.005 D_fake: 0.051 +(epoch: 21, iters: 32580, time: 0.291, data: 0.017) G_GAN: 4.527 G_L1: 4.450 D_real: 0.051 D_fake: 0.220 +(epoch: 21, iters: 32680, time: 0.299, data: 0.016) G_GAN: 5.023 G_L1: 7.013 D_real: 0.004 D_fake: 0.131 +(epoch: 21, iters: 32780, time: 0.288, data: 0.017) G_GAN: 3.512 G_L1: 3.962 D_real: 0.070 D_fake: 0.226 +(epoch: 21, iters: 32880, time: 0.379, data: 0.016) G_GAN: 6.514 G_L1: 2.649 D_real: 0.016 D_fake: 0.678 +(epoch: 21, iters: 32980, time: 0.297, data: 0.019) G_GAN: 6.429 G_L1: 3.601 D_real: 0.047 D_fake: 0.125 +(epoch: 21, iters: 33080, time: 0.297, data: 0.016) G_GAN: 5.034 G_L1: 4.094 D_real: 0.293 D_fake: 0.041 +(epoch: 21, iters: 33180, time: 0.293, data: 0.019) G_GAN: 6.440 G_L1: 5.036 D_real: 0.071 D_fake: 0.096 +(epoch: 21, iters: 33280, time: 0.405, data: 0.017) G_GAN: 7.454 G_L1: 6.129 D_real: 0.010 D_fake: 0.006 +(epoch: 21, iters: 33380, time: 0.294, data: 0.017) G_GAN: 5.213 G_L1: 3.747 D_real: 0.103 D_fake: 0.028 +(epoch: 21, iters: 33480, time: 0.297, data: 0.017) G_GAN: 5.440 G_L1: 5.206 D_real: 0.002 D_fake: 0.300 +(epoch: 21, iters: 33580, time: 0.296, data: 0.017) G_GAN: 4.865 G_L1: 3.982 D_real: 0.013 D_fake: 0.047 +(epoch: 21, iters: 33680, time: 0.536, data: 0.017) G_GAN: 6.115 G_L1: 4.721 D_real: 0.004 D_fake: 0.706 +(epoch: 21, iters: 33780, time: 0.296, data: 0.019) G_GAN: 6.292 G_L1: 4.330 D_real: 0.116 D_fake: 0.025 +(epoch: 21, iters: 33880, time: 0.286, data: 0.017) G_GAN: 4.697 G_L1: 4.935 D_real: 0.055 D_fake: 0.045 +(epoch: 21, iters: 33980, time: 0.297, data: 0.019) G_GAN: 4.150 G_L1: 7.219 D_real: 0.018 D_fake: 0.140 +(epoch: 21, iters: 34080, time: 0.412, data: 0.017) G_GAN: 4.944 G_L1: 6.422 D_real: 0.039 D_fake: 0.348 +(epoch: 21, iters: 34180, time: 0.299, data: 0.018) G_GAN: 4.742 G_L1: 3.948 D_real: 0.276 D_fake: 0.076 +(epoch: 21, iters: 34280, time: 0.296, data: 0.016) G_GAN: 4.360 G_L1: 3.536 D_real: 0.003 D_fake: 0.087 +(epoch: 21, iters: 34380, time: 0.298, data: 0.020) G_GAN: 5.180 G_L1: 3.734 D_real: 0.013 D_fake: 0.068 +(epoch: 21, iters: 34480, time: 0.417, data: 0.016) G_GAN: 5.472 G_L1: 6.371 D_real: 0.058 D_fake: 0.072 +(epoch: 21, iters: 34580, time: 0.296, data: 0.017) G_GAN: 3.384 G_L1: 2.678 D_real: 0.002 D_fake: 0.208 +(epoch: 21, iters: 34680, time: 0.296, data: 0.018) G_GAN: 5.068 G_L1: 5.021 D_real: 0.186 D_fake: 0.027 +(epoch: 21, iters: 34780, time: 0.312, data: 0.020) G_GAN: 4.079 G_L1: 4.193 D_real: 0.007 D_fake: 0.056 +(epoch: 21, iters: 34880, time: 0.422, data: 0.018) G_GAN: 4.702 G_L1: 3.338 D_real: 0.041 D_fake: 0.225 +(epoch: 21, iters: 34980, time: 0.302, data: 0.025) G_GAN: 5.306 G_L1: 4.435 D_real: 0.003 D_fake: 0.016 +(epoch: 21, iters: 35080, time: 0.300, data: 0.024) G_GAN: 4.579 G_L1: 3.374 D_real: 0.101 D_fake: 0.047 +(epoch: 21, iters: 35180, time: 0.306, data: 0.022) G_GAN: 3.570 G_L1: 3.837 D_real: 0.177 D_fake: 0.128 +(epoch: 21, iters: 35280, time: 0.416, data: 0.017) G_GAN: 4.628 G_L1: 4.318 D_real: 0.083 D_fake: 0.020 +(epoch: 21, iters: 35380, time: 0.302, data: 0.022) G_GAN: 5.939 G_L1: 4.278 D_real: 0.037 D_fake: 0.018 +(epoch: 21, iters: 35480, time: 0.292, data: 0.023) G_GAN: 7.593 G_L1: 6.018 D_real: 0.001 D_fake: 0.016 +(epoch: 21, iters: 35580, time: 0.302, data: 0.019) G_GAN: 4.224 G_L1: 5.154 D_real: 0.050 D_fake: 0.101 +(epoch: 21, iters: 35680, time: 0.550, data: 0.018) G_GAN: 5.348 G_L1: 3.358 D_real: 0.015 D_fake: 0.131 +(epoch: 21, iters: 35780, time: 0.300, data: 0.019) G_GAN: 3.765 G_L1: 3.441 D_real: 0.002 D_fake: 0.298 +(epoch: 21, iters: 35880, time: 0.303, data: 0.019) G_GAN: 3.593 G_L1: 3.321 D_real: 0.046 D_fake: 0.181 +(epoch: 21, iters: 35980, time: 0.299, data: 0.019) G_GAN: 5.071 G_L1: 3.239 D_real: 0.064 D_fake: 0.058 +(epoch: 21, iters: 36080, time: 0.406, data: 0.019) G_GAN: 3.439 G_L1: 3.908 D_real: 0.319 D_fake: 0.226 +(epoch: 21, iters: 36180, time: 0.302, data: 0.020) G_GAN: 3.568 G_L1: 3.645 D_real: 0.031 D_fake: 0.223 +(epoch: 21, iters: 36280, time: 0.306, data: 0.018) G_GAN: 4.359 G_L1: 3.062 D_real: 0.166 D_fake: 0.093 +(epoch: 21, iters: 36380, time: 0.301, data: 0.024) G_GAN: 2.977 G_L1: 4.162 D_real: 0.043 D_fake: 0.222 +(epoch: 21, iters: 36480, time: 0.404, data: 0.018) G_GAN: 3.665 G_L1: 6.024 D_real: 0.355 D_fake: 0.378 +(epoch: 21, iters: 36580, time: 0.303, data: 0.018) G_GAN: 3.733 G_L1: 3.373 D_real: 0.115 D_fake: 0.378 +(epoch: 21, iters: 36680, time: 0.300, data: 0.018) G_GAN: 3.936 G_L1: 5.186 D_real: 0.150 D_fake: 0.464 +(epoch: 21, iters: 36780, time: 0.306, data: 0.026) G_GAN: 4.028 G_L1: 4.209 D_real: 0.078 D_fake: 0.359 +(epoch: 21, iters: 36880, time: 0.384, data: 0.017) G_GAN: 6.218 G_L1: 4.775 D_real: 0.130 D_fake: 0.095 +(epoch: 21, iters: 36980, time: 0.306, data: 0.020) G_GAN: 3.294 G_L1: 4.119 D_real: 0.219 D_fake: 0.318 +(epoch: 21, iters: 37080, time: 0.300, data: 0.018) G_GAN: 3.176 G_L1: 3.647 D_real: 0.006 D_fake: 0.267 +(epoch: 21, iters: 37180, time: 0.303, data: 0.017) G_GAN: 3.191 G_L1: 3.984 D_real: 0.614 D_fake: 0.093 +(epoch: 21, iters: 37280, time: 0.420, data: 0.017) G_GAN: 3.750 G_L1: 3.576 D_real: 0.252 D_fake: 0.349 +(epoch: 21, iters: 37380, time: 0.301, data: 0.019) G_GAN: 6.668 G_L1: 4.933 D_real: 0.138 D_fake: 0.154 +(epoch: 21, iters: 37480, time: 0.293, data: 0.022) G_GAN: 4.173 G_L1: 3.294 D_real: 0.136 D_fake: 0.103 +(epoch: 21, iters: 37580, time: 0.306, data: 0.019) G_GAN: 5.974 G_L1: 4.879 D_real: 0.001 D_fake: 0.182 +(epoch: 21, iters: 37680, time: 0.538, data: 0.017) G_GAN: 4.602 G_L1: 4.287 D_real: 0.221 D_fake: 0.017 +(epoch: 21, iters: 37780, time: 0.297, data: 0.020) G_GAN: 4.894 G_L1: 4.701 D_real: 0.109 D_fake: 0.629 +(epoch: 21, iters: 37880, time: 0.296, data: 0.017) G_GAN: 4.667 G_L1: 4.746 D_real: 0.021 D_fake: 0.099 +(epoch: 21, iters: 37980, time: 0.306, data: 0.017) G_GAN: 2.360 G_L1: 2.427 D_real: 0.113 D_fake: 0.272 +(epoch: 21, iters: 38080, time: 0.416, data: 0.020) G_GAN: 2.520 G_L1: 2.983 D_real: 0.255 D_fake: 0.271 +(epoch: 21, iters: 38180, time: 0.302, data: 0.019) G_GAN: 2.967 G_L1: 4.111 D_real: 0.243 D_fake: 0.253 +(epoch: 21, iters: 38280, time: 0.303, data: 0.018) G_GAN: 3.009 G_L1: 3.920 D_real: 0.205 D_fake: 0.063 +(epoch: 21, iters: 38380, time: 0.300, data: 0.017) G_GAN: 4.716 G_L1: 3.811 D_real: 0.387 D_fake: 0.343 +(epoch: 21, iters: 38480, time: 0.428, data: 0.018) G_GAN: 3.809 G_L1: 4.085 D_real: 0.041 D_fake: 0.376 +(epoch: 21, iters: 38580, time: 0.303, data: 0.019) G_GAN: 3.796 G_L1: 2.285 D_real: 0.009 D_fake: 0.407 +(epoch: 21, iters: 38680, time: 0.306, data: 0.019) G_GAN: 4.350 G_L1: 3.766 D_real: 0.028 D_fake: 0.149 +(epoch: 21, iters: 38780, time: 0.301, data: 0.018) G_GAN: 4.016 G_L1: 2.868 D_real: 0.170 D_fake: 0.032 +(epoch: 21, iters: 38880, time: 0.412, data: 0.019) G_GAN: 3.484 G_L1: 4.051 D_real: 0.586 D_fake: 0.070 +(epoch: 21, iters: 38980, time: 0.302, data: 0.019) G_GAN: 5.673 G_L1: 4.765 D_real: 0.070 D_fake: 0.047 +(epoch: 21, iters: 39080, time: 0.309, data: 0.022) G_GAN: 2.702 G_L1: 3.054 D_real: 0.348 D_fake: 0.344 +(epoch: 21, iters: 39180, time: 0.302, data: 0.022) G_GAN: 3.533 G_L1: 2.816 D_real: 0.042 D_fake: 0.294 +(epoch: 21, iters: 39280, time: 0.424, data: 0.024) G_GAN: 2.805 G_L1: 3.703 D_real: 0.438 D_fake: 0.100 +(epoch: 21, iters: 39380, time: 0.300, data: 0.019) G_GAN: 5.535 G_L1: 3.438 D_real: 0.033 D_fake: 0.058 +(epoch: 21, iters: 39480, time: 0.303, data: 0.019) G_GAN: 3.605 G_L1: 4.842 D_real: 0.017 D_fake: 0.167 +(epoch: 21, iters: 39580, time: 0.296, data: 0.021) G_GAN: 3.996 G_L1: 3.293 D_real: 0.014 D_fake: 0.283 +(epoch: 21, iters: 39680, time: 0.511, data: 0.022) G_GAN: 5.436 G_L1: 3.018 D_real: 0.381 D_fake: 0.021 +(epoch: 21, iters: 39780, time: 0.285, data: 0.020) G_GAN: 3.906 G_L1: 3.004 D_real: 0.020 D_fake: 0.090 +(epoch: 21, iters: 39880, time: 0.301, data: 0.016) G_GAN: 3.701 G_L1: 2.522 D_real: 0.044 D_fake: 0.364 +(epoch: 21, iters: 39980, time: 0.294, data: 0.017) G_GAN: 3.004 G_L1: 2.525 D_real: 0.232 D_fake: 0.067 +(epoch: 21, iters: 40080, time: 0.409, data: 0.019) G_GAN: 5.202 G_L1: 4.131 D_real: 0.154 D_fake: 0.082 +(epoch: 21, iters: 40180, time: 0.294, data: 0.018) G_GAN: 3.563 G_L1: 3.660 D_real: 0.127 D_fake: 0.147 +(epoch: 21, iters: 40280, time: 0.300, data: 0.017) G_GAN: 5.036 G_L1: 2.443 D_real: 0.165 D_fake: 0.016 +(epoch: 21, iters: 40380, time: 0.294, data: 0.021) G_GAN: 3.806 G_L1: 4.597 D_real: 0.144 D_fake: 0.108 +(epoch: 21, iters: 40480, time: 0.385, data: 0.017) G_GAN: 4.443 G_L1: 3.861 D_real: 0.202 D_fake: 0.052 +(epoch: 21, iters: 40580, time: 0.295, data: 0.021) G_GAN: 4.448 G_L1: 3.488 D_real: 0.781 D_fake: 0.049 +(epoch: 21, iters: 40680, time: 0.297, data: 0.018) G_GAN: 5.088 G_L1: 5.440 D_real: 0.176 D_fake: 0.075 +(epoch: 21, iters: 40780, time: 0.304, data: 0.017) G_GAN: 4.726 G_L1: 4.137 D_real: 0.095 D_fake: 0.109 +(epoch: 21, iters: 40880, time: 0.423, data: 0.017) G_GAN: 3.818 G_L1: 3.591 D_real: 0.331 D_fake: 0.022 +(epoch: 21, iters: 40980, time: 0.300, data: 0.020) G_GAN: 5.189 G_L1: 3.915 D_real: 0.016 D_fake: 0.105 +(epoch: 21, iters: 41080, time: 0.279, data: 0.017) G_GAN: 4.603 G_L1: 4.286 D_real: 0.069 D_fake: 0.051 +(epoch: 21, iters: 41180, time: 0.299, data: 0.017) G_GAN: 3.273 G_L1: 2.782 D_real: 0.023 D_fake: 0.287 +(epoch: 21, iters: 41280, time: 0.385, data: 0.023) G_GAN: 3.234 G_L1: 2.546 D_real: 0.081 D_fake: 0.070 +(epoch: 21, iters: 41380, time: 0.304, data: 0.023) G_GAN: 2.990 G_L1: 2.764 D_real: 0.453 D_fake: 0.237 +(epoch: 21, iters: 41480, time: 0.296, data: 0.017) G_GAN: 4.010 G_L1: 3.728 D_real: 0.292 D_fake: 0.051 +(epoch: 21, iters: 41580, time: 0.293, data: 0.017) G_GAN: 2.251 G_L1: 3.655 D_real: 0.806 D_fake: 0.115 +(epoch: 21, iters: 41680, time: 0.508, data: 0.017) G_GAN: 4.016 G_L1: 3.638 D_real: 0.019 D_fake: 0.087 +(epoch: 21, iters: 41780, time: 0.299, data: 0.018) G_GAN: 4.802 G_L1: 3.198 D_real: 0.059 D_fake: 0.054 +(epoch: 21, iters: 41880, time: 0.302, data: 0.017) G_GAN: 3.270 G_L1: 3.175 D_real: 0.776 D_fake: 0.032 +(epoch: 21, iters: 41980, time: 0.299, data: 0.018) G_GAN: 3.501 G_L1: 9.000 D_real: 0.054 D_fake: 0.229 +(epoch: 21, iters: 42080, time: 0.373, data: 0.022) G_GAN: 2.789 G_L1: 3.254 D_real: 0.059 D_fake: 0.221 +(epoch: 21, iters: 42180, time: 0.299, data: 0.017) G_GAN: 3.956 G_L1: 6.057 D_real: 0.003 D_fake: 0.284 +(epoch: 21, iters: 42280, time: 0.300, data: 0.026) G_GAN: 4.811 G_L1: 3.894 D_real: 0.017 D_fake: 0.451 +(epoch: 21, iters: 42380, time: 0.285, data: 0.017) G_GAN: 4.757 G_L1: 4.298 D_real: 0.041 D_fake: 0.186 +(epoch: 21, iters: 42480, time: 0.412, data: 0.016) G_GAN: 3.300 G_L1: 3.153 D_real: 0.041 D_fake: 0.894 +(epoch: 21, iters: 42580, time: 0.289, data: 0.018) G_GAN: 3.982 G_L1: 3.891 D_real: 0.072 D_fake: 0.255 +(epoch: 21, iters: 42680, time: 0.309, data: 0.018) G_GAN: 6.020 G_L1: 5.217 D_real: 0.002 D_fake: 0.639 +(epoch: 21, iters: 42780, time: 0.298, data: 0.018) G_GAN: 3.279 G_L1: 3.960 D_real: 0.083 D_fake: 0.219 +(epoch: 21, iters: 42880, time: 0.412, data: 0.018) G_GAN: 3.258 G_L1: 3.819 D_real: 0.302 D_fake: 0.031 +(epoch: 21, iters: 42980, time: 0.290, data: 0.018) G_GAN: 5.399 G_L1: 4.729 D_real: 0.004 D_fake: 0.023 +(epoch: 21, iters: 43080, time: 0.286, data: 0.020) G_GAN: 7.023 G_L1: 6.632 D_real: 0.027 D_fake: 0.515 +(epoch: 21, iters: 43180, time: 0.295, data: 0.017) G_GAN: 3.207 G_L1: 2.788 D_real: 0.410 D_fake: 0.032 +(epoch: 21, iters: 43280, time: 0.415, data: 0.017) G_GAN: 3.831 G_L1: 3.435 D_real: 0.007 D_fake: 0.348 +(epoch: 21, iters: 43380, time: 0.300, data: 0.019) G_GAN: 5.521 G_L1: 4.747 D_real: 0.226 D_fake: 0.561 +(epoch: 21, iters: 43480, time: 0.293, data: 0.019) G_GAN: 2.961 G_L1: 4.176 D_real: 0.022 D_fake: 0.232 +(epoch: 21, iters: 43580, time: 0.295, data: 0.017) G_GAN: 4.857 G_L1: 4.774 D_real: 0.095 D_fake: 0.041 +(epoch: 21, iters: 43680, time: 0.499, data: 0.019) G_GAN: 3.431 G_L1: 5.847 D_real: 0.068 D_fake: 0.150 +(epoch: 21, iters: 43780, time: 0.305, data: 0.017) G_GAN: 3.879 G_L1: 3.807 D_real: 0.379 D_fake: 0.016 +(epoch: 21, iters: 43880, time: 0.301, data: 0.017) G_GAN: 5.248 G_L1: 5.505 D_real: 0.242 D_fake: 0.025 +(epoch: 21, iters: 43980, time: 0.297, data: 0.018) G_GAN: 3.833 G_L1: 4.353 D_real: 0.108 D_fake: 0.134 +(epoch: 21, iters: 44080, time: 0.404, data: 0.018) G_GAN: 4.200 G_L1: 3.752 D_real: 0.034 D_fake: 0.053 +(epoch: 21, iters: 44180, time: 0.303, data: 0.017) G_GAN: 3.852 G_L1: 3.314 D_real: 0.213 D_fake: 0.072 +(epoch: 21, iters: 44280, time: 0.301, data: 0.016) G_GAN: 4.708 G_L1: 5.794 D_real: 0.019 D_fake: 0.170 +(epoch: 21, iters: 44380, time: 0.296, data: 0.017) G_GAN: 4.449 G_L1: 3.671 D_real: 0.686 D_fake: 0.035 +(epoch: 21, iters: 44480, time: 0.408, data: 0.018) G_GAN: 4.259 G_L1: 3.184 D_real: 0.065 D_fake: 0.140 +(epoch: 21, iters: 44580, time: 0.304, data: 0.018) G_GAN: 4.676 G_L1: 4.070 D_real: 0.023 D_fake: 0.036 +(epoch: 21, iters: 44680, time: 0.282, data: 0.018) G_GAN: 5.209 G_L1: 5.429 D_real: 0.006 D_fake: 0.116 +(epoch: 21, iters: 44780, time: 0.301, data: 0.018) G_GAN: 2.922 G_L1: 3.708 D_real: 0.264 D_fake: 0.130 +(epoch: 21, iters: 44880, time: 0.415, data: 0.017) G_GAN: 3.510 G_L1: 2.908 D_real: 0.065 D_fake: 0.166 +(epoch: 21, iters: 44980, time: 0.296, data: 0.020) G_GAN: 4.155 G_L1: 4.798 D_real: 0.136 D_fake: 0.039 +(epoch: 21, iters: 45080, time: 0.298, data: 0.018) G_GAN: 3.321 G_L1: 3.667 D_real: 0.077 D_fake: 0.112 +(epoch: 21, iters: 45180, time: 0.301, data: 0.018) G_GAN: 5.212 G_L1: 4.052 D_real: 0.035 D_fake: 0.198 +(epoch: 21, iters: 45280, time: 0.408, data: 0.019) G_GAN: 4.465 G_L1: 3.896 D_real: 0.296 D_fake: 0.043 +(epoch: 21, iters: 45380, time: 0.300, data: 0.019) G_GAN: 3.314 G_L1: 4.456 D_real: 0.666 D_fake: 0.025 +(epoch: 21, iters: 45480, time: 0.298, data: 0.019) G_GAN: 4.274 G_L1: 4.794 D_real: 0.108 D_fake: 0.066 +(epoch: 21, iters: 45580, time: 0.299, data: 0.017) G_GAN: 3.721 G_L1: 3.963 D_real: 0.229 D_fake: 0.067 +(epoch: 21, iters: 45680, time: 0.553, data: 0.017) G_GAN: 3.961 G_L1: 3.131 D_real: 0.032 D_fake: 0.556 +(epoch: 21, iters: 45780, time: 0.299, data: 0.018) G_GAN: 5.297 G_L1: 3.883 D_real: 0.024 D_fake: 0.099 +(epoch: 21, iters: 45880, time: 0.295, data: 0.017) G_GAN: 3.446 G_L1: 2.458 D_real: 0.024 D_fake: 0.206 +(epoch: 21, iters: 45980, time: 0.301, data: 0.018) G_GAN: 4.250 G_L1: 3.418 D_real: 0.059 D_fake: 0.074 +(epoch: 21, iters: 46080, time: 0.373, data: 0.030) G_GAN: 3.082 G_L1: 3.248 D_real: 1.150 D_fake: 0.049 +(epoch: 21, iters: 46180, time: 0.304, data: 0.019) G_GAN: 3.739 G_L1: 3.625 D_real: 0.175 D_fake: 0.087 +(epoch: 21, iters: 46280, time: 0.301, data: 0.017) G_GAN: 1.661 G_L1: 4.460 D_real: 1.093 D_fake: 0.085 +(epoch: 21, iters: 46380, time: 0.304, data: 0.022) G_GAN: 4.135 G_L1: 5.012 D_real: 0.207 D_fake: 0.084 +(epoch: 21, iters: 46480, time: 0.409, data: 0.019) G_GAN: 4.345 G_L1: 2.507 D_real: 0.011 D_fake: 0.596 +(epoch: 21, iters: 46580, time: 0.295, data: 0.024) G_GAN: 4.126 G_L1: 3.630 D_real: 0.210 D_fake: 0.173 +(epoch: 21, iters: 46680, time: 0.300, data: 0.017) G_GAN: 3.914 G_L1: 4.797 D_real: 0.161 D_fake: 0.119 +(epoch: 21, iters: 46780, time: 0.291, data: 0.017) G_GAN: 3.159 G_L1: 4.258 D_real: 0.163 D_fake: 0.940 +(epoch: 21, iters: 46880, time: 0.435, data: 0.019) G_GAN: 3.861 G_L1: 3.889 D_real: 0.010 D_fake: 0.705 +(epoch: 21, iters: 46980, time: 0.294, data: 0.023) G_GAN: 2.322 G_L1: 3.123 D_real: 0.214 D_fake: 0.121 +(epoch: 21, iters: 47080, time: 0.302, data: 0.017) G_GAN: 4.510 G_L1: 4.122 D_real: 0.002 D_fake: 0.058 +(epoch: 21, iters: 47180, time: 0.302, data: 0.018) G_GAN: 3.874 G_L1: 4.067 D_real: 0.004 D_fake: 0.099 +(epoch: 21, iters: 47280, time: 0.384, data: 0.022) G_GAN: 4.820 G_L1: 3.181 D_real: 0.339 D_fake: 0.070 +(epoch: 21, iters: 47380, time: 0.302, data: 0.018) G_GAN: 3.493 G_L1: 3.594 D_real: 0.116 D_fake: 0.382 +(epoch: 21, iters: 47480, time: 0.288, data: 0.017) G_GAN: 2.423 G_L1: 3.975 D_real: 0.810 D_fake: 0.033 +(epoch: 21, iters: 47580, time: 0.303, data: 0.018) G_GAN: 3.793 G_L1: 4.763 D_real: 0.053 D_fake: 0.212 +(epoch: 21, iters: 47680, time: 0.546, data: 0.017) G_GAN: 4.517 G_L1: 4.563 D_real: 0.088 D_fake: 0.057 +(epoch: 21, iters: 47780, time: 0.304, data: 0.018) G_GAN: 5.041 G_L1: 4.252 D_real: 0.001 D_fake: 0.741 +(epoch: 21, iters: 47880, time: 0.305, data: 0.021) G_GAN: 4.472 G_L1: 4.950 D_real: 0.042 D_fake: 0.255 +(epoch: 21, iters: 47980, time: 0.304, data: 0.018) G_GAN: 1.990 G_L1: 4.829 D_real: 0.770 D_fake: 0.148 +(epoch: 21, iters: 48080, time: 0.412, data: 0.017) G_GAN: 3.660 G_L1: 4.645 D_real: 0.053 D_fake: 0.237 +(epoch: 21, iters: 48180, time: 0.301, data: 0.018) G_GAN: 3.310 G_L1: 2.567 D_real: 0.042 D_fake: 0.142 +(epoch: 21, iters: 48280, time: 0.299, data: 0.017) G_GAN: 4.095 G_L1: 2.783 D_real: 0.011 D_fake: 0.047 +(epoch: 21, iters: 48380, time: 0.302, data: 0.017) G_GAN: 4.648 G_L1: 2.806 D_real: 0.013 D_fake: 0.113 +(epoch: 21, iters: 48480, time: 0.413, data: 0.018) G_GAN: 5.075 G_L1: 3.828 D_real: 0.116 D_fake: 0.028 +(epoch: 21, iters: 48580, time: 0.298, data: 0.018) G_GAN: 4.783 G_L1: 4.452 D_real: 0.001 D_fake: 0.040 +(epoch: 21, iters: 48680, time: 0.302, data: 0.019) G_GAN: 3.426 G_L1: 3.578 D_real: 0.166 D_fake: 0.071 +(epoch: 21, iters: 48780, time: 0.303, data: 0.018) G_GAN: 4.951 G_L1: 3.136 D_real: 0.012 D_fake: 0.128 +(epoch: 21, iters: 48880, time: 0.404, data: 0.022) G_GAN: 3.885 G_L1: 3.633 D_real: 0.199 D_fake: 0.163 +(epoch: 21, iters: 48980, time: 0.299, data: 0.020) G_GAN: 6.941 G_L1: 6.147 D_real: 0.018 D_fake: 0.006 +(epoch: 21, iters: 49080, time: 0.304, data: 0.023) G_GAN: 5.757 G_L1: 3.782 D_real: 0.002 D_fake: 0.011 +(epoch: 21, iters: 49180, time: 0.300, data: 0.024) G_GAN: 3.516 G_L1: 2.111 D_real: 0.204 D_fake: 0.082 +(epoch: 21, iters: 49280, time: 0.411, data: 0.018) G_GAN: 5.151 G_L1: 4.018 D_real: 0.016 D_fake: 0.014 +(epoch: 21, iters: 49380, time: 0.295, data: 0.018) G_GAN: 4.771 G_L1: 6.259 D_real: 0.008 D_fake: 0.174 +(epoch: 21, iters: 49480, time: 0.300, data: 0.021) G_GAN: 4.040 G_L1: 3.351 D_real: 0.494 D_fake: 0.032 +(epoch: 21, iters: 49580, time: 0.300, data: 0.019) G_GAN: 4.995 G_L1: 5.214 D_real: 0.199 D_fake: 0.063 +(epoch: 21, iters: 49680, time: 0.513, data: 0.021) G_GAN: 4.527 G_L1: 2.811 D_real: 0.113 D_fake: 0.063 +(epoch: 21, iters: 49780, time: 0.293, data: 0.020) G_GAN: 5.257 G_L1: 3.696 D_real: 0.021 D_fake: 1.024 +(epoch: 21, iters: 49880, time: 0.294, data: 0.018) G_GAN: 7.184 G_L1: 3.234 D_real: 0.501 D_fake: 0.003 +(epoch: 21, iters: 49980, time: 0.282, data: 0.020) G_GAN: 4.653 G_L1: 4.304 D_real: 0.065 D_fake: 0.109 +(epoch: 21, iters: 50080, time: 0.411, data: 0.018) G_GAN: 4.383 G_L1: 4.136 D_real: 0.044 D_fake: 0.098 +(epoch: 21, iters: 50180, time: 0.301, data: 0.018) G_GAN: 4.224 G_L1: 4.972 D_real: 0.048 D_fake: 0.235 +(epoch: 21, iters: 50280, time: 0.303, data: 0.016) G_GAN: 2.469 G_L1: 2.509 D_real: 0.260 D_fake: 0.277 +(epoch: 21, iters: 50380, time: 0.300, data: 0.018) G_GAN: 3.099 G_L1: 3.666 D_real: 0.748 D_fake: 0.112 +(epoch: 21, iters: 50480, time: 0.413, data: 0.020) G_GAN: 4.485 G_L1: 3.348 D_real: 0.152 D_fake: 0.035 +(epoch: 21, iters: 50580, time: 0.282, data: 0.018) G_GAN: 3.377 G_L1: 3.716 D_real: 0.268 D_fake: 0.139 +(epoch: 21, iters: 50680, time: 0.296, data: 0.016) G_GAN: 2.815 G_L1: 3.057 D_real: 2.029 D_fake: 0.011 +(epoch: 21, iters: 50780, time: 0.295, data: 0.018) G_GAN: 3.990 G_L1: 3.251 D_real: 0.088 D_fake: 0.082 +(epoch: 21, iters: 50880, time: 0.418, data: 0.017) G_GAN: 6.797 G_L1: 8.456 D_real: 0.068 D_fake: 0.017 +(epoch: 21, iters: 50980, time: 0.294, data: 0.019) G_GAN: 5.939 G_L1: 4.931 D_real: 0.016 D_fake: 0.472 +(epoch: 21, iters: 51080, time: 0.292, data: 0.018) G_GAN: 4.616 G_L1: 7.613 D_real: 0.007 D_fake: 0.128 +(epoch: 21, iters: 51180, time: 0.295, data: 0.017) G_GAN: 4.852 G_L1: 3.699 D_real: 0.020 D_fake: 0.053 +(epoch: 21, iters: 51280, time: 0.408, data: 0.018) G_GAN: 4.163 G_L1: 3.916 D_real: 0.016 D_fake: 0.101 +(epoch: 21, iters: 51380, time: 0.295, data: 0.018) G_GAN: 4.875 G_L1: 3.797 D_real: 0.176 D_fake: 0.025 +(epoch: 21, iters: 51480, time: 0.301, data: 0.017) G_GAN: 3.072 G_L1: 3.098 D_real: 0.877 D_fake: 0.116 +(epoch: 21, iters: 51580, time: 0.303, data: 0.017) G_GAN: 3.377 G_L1: 3.454 D_real: 0.315 D_fake: 0.204 +(epoch: 21, iters: 51680, time: 0.525, data: 0.018) G_GAN: 4.909 G_L1: 3.338 D_real: 0.071 D_fake: 0.036 +(epoch: 21, iters: 51780, time: 0.291, data: 0.019) G_GAN: 3.810 G_L1: 7.558 D_real: 0.038 D_fake: 0.089 +(epoch: 21, iters: 51880, time: 0.284, data: 0.017) G_GAN: 5.951 G_L1: 3.613 D_real: 0.051 D_fake: 0.037 +(epoch: 21, iters: 51980, time: 0.309, data: 0.014) G_GAN: 3.194 G_L1: 3.051 D_real: 1.071 D_fake: 0.335 +(epoch: 21, iters: 52080, time: 0.403, data: 0.018) G_GAN: 4.306 G_L1: 6.314 D_real: 0.034 D_fake: 0.214 +(epoch: 21, iters: 52180, time: 0.303, data: 0.022) G_GAN: 3.457 G_L1: 4.342 D_real: 0.189 D_fake: 0.071 +(epoch: 21, iters: 52280, time: 0.293, data: 0.017) G_GAN: 5.465 G_L1: 7.178 D_real: 0.007 D_fake: 0.174 +(epoch: 21, iters: 52380, time: 0.305, data: 0.021) G_GAN: 3.627 G_L1: 4.679 D_real: 0.135 D_fake: 0.120 +(epoch: 21, iters: 52480, time: 0.386, data: 0.019) G_GAN: 4.707 G_L1: 4.097 D_real: 0.097 D_fake: 0.093 +(epoch: 21, iters: 52580, time: 0.285, data: 0.019) G_GAN: 4.679 G_L1: 2.728 D_real: 0.236 D_fake: 0.027 +(epoch: 21, iters: 52680, time: 0.296, data: 0.015) G_GAN: 3.859 G_L1: 3.863 D_real: 0.064 D_fake: 0.463 +(epoch: 21, iters: 52780, time: 0.291, data: 0.016) G_GAN: 3.642 G_L1: 3.894 D_real: 0.177 D_fake: 0.114 +(epoch: 21, iters: 52880, time: 0.407, data: 0.018) G_GAN: 3.789 G_L1: 3.212 D_real: 0.182 D_fake: 0.393 +(epoch: 21, iters: 52980, time: 0.293, data: 0.018) G_GAN: 3.996 G_L1: 2.397 D_real: 0.044 D_fake: 0.398 +(epoch: 21, iters: 53080, time: 0.300, data: 0.017) G_GAN: 3.293 G_L1: 4.376 D_real: 0.226 D_fake: 0.128 +(epoch: 21, iters: 53180, time: 0.301, data: 0.017) G_GAN: 4.854 G_L1: 4.503 D_real: 0.075 D_fake: 0.068 +(epoch: 21, iters: 53280, time: 0.416, data: 0.021) G_GAN: 5.211 G_L1: 4.705 D_real: 0.175 D_fake: 0.034 +(epoch: 21, iters: 53380, time: 0.297, data: 0.018) G_GAN: 3.606 G_L1: 3.943 D_real: 0.090 D_fake: 0.069 +(epoch: 21, iters: 53480, time: 0.283, data: 0.016) G_GAN: 4.261 G_L1: 3.433 D_real: 0.061 D_fake: 0.270 +(epoch: 21, iters: 53580, time: 0.289, data: 0.015) G_GAN: 4.511 G_L1: 3.631 D_real: 0.106 D_fake: 0.046 +(epoch: 21, iters: 53680, time: 0.547, data: 0.020) G_GAN: 3.577 G_L1: 4.554 D_real: 0.191 D_fake: 0.121 +(epoch: 21, iters: 53780, time: 0.288, data: 0.024) G_GAN: 3.292 G_L1: 4.393 D_real: 0.014 D_fake: 0.144 +(epoch: 21, iters: 53880, time: 0.290, data: 0.021) G_GAN: 3.796 G_L1: 3.830 D_real: 0.048 D_fake: 0.060 +(epoch: 21, iters: 53980, time: 0.295, data: 0.017) G_GAN: 4.741 G_L1: 3.852 D_real: 0.014 D_fake: 0.313 +(epoch: 21, iters: 54080, time: 0.398, data: 0.017) G_GAN: 6.620 G_L1: 5.926 D_real: 0.008 D_fake: 0.084 +(epoch: 21, iters: 54180, time: 0.269, data: 0.020) G_GAN: 3.913 G_L1: 3.184 D_real: 0.519 D_fake: 0.083 +(epoch: 21, iters: 54280, time: 0.299, data: 0.015) G_GAN: 3.572 G_L1: 3.892 D_real: 0.015 D_fake: 0.153 +(epoch: 21, iters: 54380, time: 0.302, data: 0.022) G_GAN: 3.343 G_L1: 6.034 D_real: 0.192 D_fake: 0.064 +(epoch: 21, iters: 54480, time: 0.409, data: 0.018) G_GAN: 2.881 G_L1: 3.955 D_real: 1.331 D_fake: 0.040 +(epoch: 21, iters: 54580, time: 0.291, data: 0.021) G_GAN: 6.838 G_L1: 8.911 D_real: 0.001 D_fake: 0.008 +(epoch: 21, iters: 54680, time: 0.298, data: 0.017) G_GAN: 4.102 G_L1: 4.121 D_real: 0.326 D_fake: 0.030 +(epoch: 21, iters: 54780, time: 0.300, data: 0.019) G_GAN: 6.944 G_L1: 4.054 D_real: 0.056 D_fake: 0.068 +(epoch: 21, iters: 54880, time: 0.390, data: 0.017) G_GAN: 3.262 G_L1: 4.636 D_real: 0.000 D_fake: 0.184 +(epoch: 21, iters: 54980, time: 0.301, data: 0.018) G_GAN: 4.594 G_L1: 4.399 D_real: 0.046 D_fake: 0.684 +(epoch: 21, iters: 55080, time: 0.293, data: 0.015) G_GAN: 5.139 G_L1: 2.694 D_real: 0.080 D_fake: 0.059 +(epoch: 21, iters: 55180, time: 0.304, data: 0.018) G_GAN: 5.010 G_L1: 3.837 D_real: 0.008 D_fake: 0.110 +(epoch: 21, iters: 55280, time: 0.401, data: 0.021) G_GAN: 3.420 G_L1: 3.253 D_real: 0.018 D_fake: 0.229 +(epoch: 21, iters: 55380, time: 0.302, data: 0.019) G_GAN: 4.802 G_L1: 5.549 D_real: 0.015 D_fake: 0.218 +(epoch: 21, iters: 55480, time: 0.301, data: 0.020) G_GAN: 3.982 G_L1: 2.411 D_real: 0.037 D_fake: 0.117 +(epoch: 21, iters: 55580, time: 0.303, data: 0.020) G_GAN: 7.313 G_L1: 4.219 D_real: 0.024 D_fake: 0.012 +(epoch: 21, iters: 55680, time: 0.500, data: 0.019) G_GAN: 4.474 G_L1: 3.252 D_real: 0.054 D_fake: 0.042 +(epoch: 21, iters: 55780, time: 0.299, data: 0.020) G_GAN: 3.606 G_L1: 3.429 D_real: 0.356 D_fake: 0.021 +(epoch: 21, iters: 55880, time: 0.298, data: 0.018) G_GAN: 5.447 G_L1: 4.493 D_real: 0.140 D_fake: 0.364 +(epoch: 21, iters: 55980, time: 0.298, data: 0.017) G_GAN: 4.566 G_L1: 3.367 D_real: 0.090 D_fake: 0.221 +(epoch: 21, iters: 56080, time: 0.412, data: 0.023) G_GAN: 5.931 G_L1: 5.114 D_real: 0.029 D_fake: 0.028 +(epoch: 21, iters: 56180, time: 0.300, data: 0.019) G_GAN: 3.916 G_L1: 3.010 D_real: 0.124 D_fake: 0.266 +(epoch: 21, iters: 56280, time: 0.306, data: 0.017) G_GAN: 5.101 G_L1: 8.379 D_real: 0.318 D_fake: 0.052 +(epoch: 21, iters: 56380, time: 0.291, data: 0.017) G_GAN: 3.644 G_L1: 2.234 D_real: 0.158 D_fake: 0.337 +(epoch: 21, iters: 56480, time: 0.402, data: 0.017) G_GAN: 5.028 G_L1: 3.842 D_real: 0.110 D_fake: 0.079 +(epoch: 21, iters: 56580, time: 0.295, data: 0.020) G_GAN: 4.787 G_L1: 4.527 D_real: 0.048 D_fake: 0.211 +(epoch: 21, iters: 56680, time: 0.300, data: 0.018) G_GAN: 4.727 G_L1: 4.595 D_real: 0.055 D_fake: 0.070 +(epoch: 21, iters: 56780, time: 0.296, data: 0.020) G_GAN: 4.340 G_L1: 4.625 D_real: 0.263 D_fake: 0.230 +(epoch: 21, iters: 56880, time: 0.390, data: 0.017) G_GAN: 4.489 G_L1: 2.827 D_real: 0.054 D_fake: 0.027 +(epoch: 21, iters: 56980, time: 0.304, data: 0.020) G_GAN: 3.927 G_L1: 3.221 D_real: 0.493 D_fake: 0.040 +(epoch: 21, iters: 57080, time: 0.303, data: 0.018) G_GAN: 4.180 G_L1: 4.826 D_real: 0.037 D_fake: 0.108 +(epoch: 21, iters: 57180, time: 0.297, data: 0.019) G_GAN: 5.341 G_L1: 4.528 D_real: 0.084 D_fake: 0.007 +(epoch: 21, iters: 57280, time: 0.402, data: 0.019) G_GAN: 6.678 G_L1: 2.944 D_real: 1.429 D_fake: 0.004 +(epoch: 21, iters: 57380, time: 0.287, data: 0.020) G_GAN: 4.575 G_L1: 3.866 D_real: 0.183 D_fake: 0.128 +(epoch: 21, iters: 57480, time: 0.304, data: 0.016) G_GAN: 2.686 G_L1: 3.681 D_real: 0.210 D_fake: 0.082 +(epoch: 21, iters: 57580, time: 0.303, data: 0.017) G_GAN: 4.068 G_L1: 5.261 D_real: 0.362 D_fake: 0.033 +(epoch: 21, iters: 57680, time: 0.558, data: 0.018) G_GAN: 5.498 G_L1: 8.393 D_real: 0.303 D_fake: 0.015 +(epoch: 21, iters: 57780, time: 0.297, data: 0.018) G_GAN: 5.202 G_L1: 6.306 D_real: 0.002 D_fake: 0.059 +(epoch: 21, iters: 57880, time: 0.302, data: 0.016) G_GAN: 4.243 G_L1: 4.315 D_real: 0.002 D_fake: 0.306 +(epoch: 21, iters: 57980, time: 0.297, data: 0.021) G_GAN: 3.351 G_L1: 5.163 D_real: 0.266 D_fake: 0.055 +(epoch: 21, iters: 58080, time: 0.414, data: 0.018) G_GAN: 4.878 G_L1: 4.412 D_real: 0.043 D_fake: 0.019 +(epoch: 21, iters: 58180, time: 0.301, data: 0.019) G_GAN: 6.912 G_L1: 4.620 D_real: 0.041 D_fake: 0.007 +(epoch: 21, iters: 58280, time: 0.303, data: 0.020) G_GAN: 3.589 G_L1: 3.381 D_real: 0.277 D_fake: 0.101 +(epoch: 21, iters: 58380, time: 0.298, data: 0.017) G_GAN: 4.317 G_L1: 4.481 D_real: 0.040 D_fake: 0.068 +(epoch: 21, iters: 58480, time: 0.416, data: 0.018) G_GAN: 4.196 G_L1: 5.539 D_real: 0.002 D_fake: 0.283 +(epoch: 21, iters: 58580, time: 0.296, data: 0.019) G_GAN: 5.175 G_L1: 3.934 D_real: 0.196 D_fake: 0.059 +(epoch: 21, iters: 58680, time: 0.294, data: 0.022) G_GAN: 4.937 G_L1: 3.752 D_real: 0.039 D_fake: 0.026 +(epoch: 21, iters: 58780, time: 0.302, data: 0.017) G_GAN: 7.396 G_L1: 4.855 D_real: 0.013 D_fake: 0.017 +(epoch: 21, iters: 58880, time: 0.406, data: 0.017) G_GAN: 5.163 G_L1: 3.736 D_real: 0.027 D_fake: 0.026 +(epoch: 21, iters: 58980, time: 0.299, data: 0.018) G_GAN: 3.545 G_L1: 3.240 D_real: 0.159 D_fake: 0.066 +(epoch: 21, iters: 59080, time: 0.298, data: 0.018) G_GAN: 4.934 G_L1: 6.510 D_real: 0.017 D_fake: 0.186 +(epoch: 21, iters: 59180, time: 0.300, data: 0.018) G_GAN: 4.397 G_L1: 4.116 D_real: 0.055 D_fake: 0.071 +(epoch: 21, iters: 59280, time: 0.388, data: 0.017) G_GAN: 6.846 G_L1: 4.967 D_real: 0.027 D_fake: 0.026 +(epoch: 21, iters: 59380, time: 0.300, data: 0.018) G_GAN: 3.463 G_L1: 3.046 D_real: 0.575 D_fake: 0.059 +(epoch: 21, iters: 59480, time: 0.300, data: 0.017) G_GAN: 4.492 G_L1: 2.808 D_real: 0.061 D_fake: 0.425 +(epoch: 21, iters: 59580, time: 0.301, data: 0.018) G_GAN: 3.864 G_L1: 4.582 D_real: 0.013 D_fake: 0.115 +(epoch: 21, iters: 59680, time: 0.553, data: 0.017) G_GAN: 3.572 G_L1: 4.041 D_real: 0.084 D_fake: 0.056 +(epoch: 21, iters: 59780, time: 0.286, data: 0.019) G_GAN: 4.414 G_L1: 3.921 D_real: 0.003 D_fake: 0.371 +(epoch: 21, iters: 59880, time: 0.296, data: 0.016) G_GAN: 4.367 G_L1: 4.504 D_real: 0.027 D_fake: 0.174 +(epoch: 21, iters: 59980, time: 0.305, data: 0.017) G_GAN: 4.234 G_L1: 3.423 D_real: 0.064 D_fake: 0.122 +(epoch: 22, iters: 64, time: 0.556, data: 0.018) G_GAN: 4.495 G_L1: 3.405 D_real: 0.050 D_fake: 0.172 +(epoch: 22, iters: 164, time: 0.287, data: 0.019) G_GAN: 3.622 G_L1: 4.331 D_real: 0.426 D_fake: 0.075 +(epoch: 22, iters: 264, time: 0.298, data: 0.022) G_GAN: 3.856 G_L1: 3.869 D_real: 0.025 D_fake: 0.064 +(epoch: 22, iters: 364, time: 0.294, data: 0.019) G_GAN: 3.890 G_L1: 4.468 D_real: 0.005 D_fake: 0.269 +(epoch: 22, iters: 464, time: 0.418, data: 0.017) G_GAN: 2.989 G_L1: 3.655 D_real: 0.427 D_fake: 0.280 +(epoch: 22, iters: 564, time: 0.305, data: 0.020) G_GAN: 3.933 G_L1: 3.561 D_real: 0.014 D_fake: 0.337 +(epoch: 22, iters: 664, time: 0.299, data: 0.029) G_GAN: 2.998 G_L1: 2.905 D_real: 0.310 D_fake: 0.260 +(epoch: 22, iters: 764, time: 0.301, data: 0.018) G_GAN: 3.825 G_L1: 4.826 D_real: 0.667 D_fake: 0.315 +(epoch: 22, iters: 864, time: 0.397, data: 0.019) G_GAN: 3.612 G_L1: 3.362 D_real: 0.037 D_fake: 0.350 +(epoch: 22, iters: 964, time: 0.301, data: 0.020) G_GAN: 3.915 G_L1: 3.681 D_real: 0.308 D_fake: 0.075 +(epoch: 22, iters: 1064, time: 0.297, data: 0.019) G_GAN: 4.605 G_L1: 5.636 D_real: 0.024 D_fake: 0.275 +(epoch: 22, iters: 1164, time: 0.298, data: 0.016) G_GAN: 3.335 G_L1: 4.073 D_real: 0.299 D_fake: 0.227 +(epoch: 22, iters: 1264, time: 0.425, data: 0.018) G_GAN: 3.489 G_L1: 4.700 D_real: 0.084 D_fake: 0.223 +(epoch: 22, iters: 1364, time: 0.306, data: 0.018) G_GAN: 4.509 G_L1: 3.885 D_real: 0.014 D_fake: 0.715 +(epoch: 22, iters: 1464, time: 0.297, data: 0.018) G_GAN: 4.462 G_L1: 5.461 D_real: 0.404 D_fake: 0.042 +(epoch: 22, iters: 1564, time: 0.301, data: 0.018) G_GAN: 3.423 G_L1: 3.526 D_real: 0.046 D_fake: 0.172 +(epoch: 22, iters: 1664, time: 0.528, data: 0.019) G_GAN: 3.935 G_L1: 3.365 D_real: 0.147 D_fake: 0.460 +(epoch: 22, iters: 1764, time: 0.292, data: 0.018) G_GAN: 4.964 G_L1: 6.625 D_real: 0.940 D_fake: 0.005 +(epoch: 22, iters: 1864, time: 0.286, data: 0.022) G_GAN: 6.569 G_L1: 6.461 D_real: 0.019 D_fake: 0.066 +(epoch: 22, iters: 1964, time: 0.307, data: 0.019) G_GAN: 5.568 G_L1: 4.533 D_real: 0.023 D_fake: 0.037 +(epoch: 22, iters: 2064, time: 0.427, data: 0.019) G_GAN: 3.931 G_L1: 6.461 D_real: 0.213 D_fake: 0.030 +(epoch: 22, iters: 2164, time: 0.294, data: 0.020) G_GAN: 4.449 G_L1: 4.008 D_real: 0.098 D_fake: 0.058 +(epoch: 22, iters: 2264, time: 0.303, data: 0.018) G_GAN: 4.069 G_L1: 3.805 D_real: 0.148 D_fake: 0.229 +(epoch: 22, iters: 2364, time: 0.298, data: 0.018) G_GAN: 5.107 G_L1: 3.620 D_real: 0.001 D_fake: 0.026 +(epoch: 22, iters: 2464, time: 0.410, data: 0.017) G_GAN: 4.866 G_L1: 4.691 D_real: 0.006 D_fake: 0.245 +(epoch: 22, iters: 2564, time: 0.295, data: 0.019) G_GAN: 4.106 G_L1: 3.887 D_real: 0.005 D_fake: 0.214 +(epoch: 22, iters: 2664, time: 0.308, data: 0.018) G_GAN: 7.410 G_L1: 8.558 D_real: 0.015 D_fake: 0.073 +(epoch: 22, iters: 2764, time: 0.299, data: 0.019) G_GAN: 4.149 G_L1: 5.477 D_real: 0.020 D_fake: 0.202 +(epoch: 22, iters: 2864, time: 0.386, data: 0.019) G_GAN: 5.677 G_L1: 4.540 D_real: 0.117 D_fake: 0.050 +(epoch: 22, iters: 2964, time: 0.296, data: 0.019) G_GAN: 3.902 G_L1: 3.842 D_real: 0.065 D_fake: 0.069 +(epoch: 22, iters: 3064, time: 0.301, data: 0.017) G_GAN: 3.870 G_L1: 3.584 D_real: 0.021 D_fake: 0.093 +(epoch: 22, iters: 3164, time: 0.305, data: 0.018) G_GAN: 3.339 G_L1: 2.478 D_real: 0.374 D_fake: 0.165 +(epoch: 22, iters: 3264, time: 0.420, data: 0.019) G_GAN: 5.174 G_L1: 3.413 D_real: 0.400 D_fake: 0.006 +(epoch: 22, iters: 3364, time: 0.298, data: 0.020) G_GAN: 4.600 G_L1: 4.170 D_real: 0.219 D_fake: 0.016 +(epoch: 22, iters: 3464, time: 0.302, data: 0.018) G_GAN: 3.818 G_L1: 4.611 D_real: 0.266 D_fake: 0.075 +(epoch: 22, iters: 3564, time: 0.309, data: 0.018) G_GAN: 4.214 G_L1: 3.753 D_real: 0.007 D_fake: 0.053 +(epoch: 22, iters: 3664, time: 0.528, data: 0.018) G_GAN: 4.615 G_L1: 6.686 D_real: 0.023 D_fake: 0.040 +(epoch: 22, iters: 3764, time: 0.307, data: 0.019) G_GAN: 3.416 G_L1: 4.103 D_real: 0.302 D_fake: 0.412 +(epoch: 22, iters: 3864, time: 0.309, data: 0.018) G_GAN: 3.596 G_L1: 3.755 D_real: 0.029 D_fake: 0.062 +(epoch: 22, iters: 3964, time: 0.305, data: 0.019) G_GAN: 3.637 G_L1: 4.176 D_real: 0.005 D_fake: 0.223 +(epoch: 22, iters: 4064, time: 0.388, data: 0.020) G_GAN: 3.142 G_L1: 4.026 D_real: 0.487 D_fake: 0.075 +(epoch: 22, iters: 4164, time: 0.302, data: 0.019) G_GAN: 5.391 G_L1: 5.621 D_real: 0.057 D_fake: 0.083 +(epoch: 22, iters: 4264, time: 0.289, data: 0.018) G_GAN: 4.894 G_L1: 3.626 D_real: 0.099 D_fake: 0.038 +(epoch: 22, iters: 4364, time: 0.300, data: 0.016) G_GAN: 4.873 G_L1: 4.318 D_real: 0.014 D_fake: 0.302 +(epoch: 22, iters: 4464, time: 0.381, data: 0.017) G_GAN: 1.917 G_L1: 3.337 D_real: 0.378 D_fake: 0.158 +(epoch: 22, iters: 4564, time: 0.299, data: 0.018) G_GAN: 1.973 G_L1: 3.005 D_real: 0.755 D_fake: 0.094 +(epoch: 22, iters: 4664, time: 0.297, data: 0.017) G_GAN: 6.179 G_L1: 3.590 D_real: 0.062 D_fake: 0.121 +(epoch: 22, iters: 4764, time: 0.295, data: 0.019) G_GAN: 2.531 G_L1: 2.776 D_real: 0.415 D_fake: 0.120 +(epoch: 22, iters: 4864, time: 0.407, data: 0.017) G_GAN: 5.763 G_L1: 3.680 D_real: 0.099 D_fake: 0.051 +(epoch: 22, iters: 4964, time: 0.295, data: 0.018) G_GAN: 7.910 G_L1: 5.305 D_real: 0.010 D_fake: 0.006 +(epoch: 22, iters: 5064, time: 0.302, data: 0.018) G_GAN: 4.895 G_L1: 5.499 D_real: 0.012 D_fake: 0.358 +(epoch: 22, iters: 5164, time: 0.290, data: 0.024) G_GAN: 3.505 G_L1: 2.944 D_real: 0.138 D_fake: 0.033 +(epoch: 22, iters: 5264, time: 0.426, data: 0.018) G_GAN: 2.925 G_L1: 2.778 D_real: 0.891 D_fake: 0.039 +(epoch: 22, iters: 5364, time: 0.290, data: 0.019) G_GAN: 4.045 G_L1: 3.611 D_real: 0.548 D_fake: 0.066 +(epoch: 22, iters: 5464, time: 0.294, data: 0.016) G_GAN: 4.886 G_L1: 4.085 D_real: 0.044 D_fake: 0.018 +(epoch: 22, iters: 5564, time: 0.292, data: 0.021) G_GAN: 3.477 G_L1: 3.634 D_real: 0.032 D_fake: 0.063 +(epoch: 22, iters: 5664, time: 0.547, data: 0.017) G_GAN: 5.652 G_L1: 4.567 D_real: 0.012 D_fake: 0.030 +(epoch: 22, iters: 5764, time: 0.295, data: 0.019) G_GAN: 5.006 G_L1: 3.363 D_real: 0.169 D_fake: 0.021 +(epoch: 22, iters: 5864, time: 0.306, data: 0.020) G_GAN: 4.422 G_L1: 4.699 D_real: 0.082 D_fake: 0.462 +(epoch: 22, iters: 5964, time: 0.313, data: 0.018) G_GAN: 7.048 G_L1: 4.758 D_real: 0.012 D_fake: 0.511 +(epoch: 22, iters: 6064, time: 0.403, data: 0.017) G_GAN: 6.863 G_L1: 4.222 D_real: 0.027 D_fake: 0.028 +(epoch: 22, iters: 6164, time: 0.302, data: 0.019) G_GAN: 5.470 G_L1: 3.658 D_real: 0.758 D_fake: 0.010 +(epoch: 22, iters: 6264, time: 0.311, data: 0.017) G_GAN: 4.900 G_L1: 5.247 D_real: 0.125 D_fake: 0.018 +(epoch: 22, iters: 6364, time: 0.306, data: 0.017) G_GAN: 6.135 G_L1: 2.915 D_real: 0.054 D_fake: 0.009 +(epoch: 22, iters: 6464, time: 0.410, data: 0.018) G_GAN: 4.919 G_L1: 4.065 D_real: 0.122 D_fake: 0.021 +(epoch: 22, iters: 6564, time: 0.300, data: 0.018) G_GAN: 3.908 G_L1: 4.057 D_real: 0.095 D_fake: 0.066 +(epoch: 22, iters: 6664, time: 0.299, data: 0.017) G_GAN: 2.680 G_L1: 5.258 D_real: 0.523 D_fake: 0.110 +(epoch: 22, iters: 6764, time: 0.294, data: 0.017) G_GAN: 5.277 G_L1: 3.713 D_real: 0.111 D_fake: 0.013 +(epoch: 22, iters: 6864, time: 0.427, data: 0.017) G_GAN: 3.202 G_L1: 3.610 D_real: 0.330 D_fake: 0.117 +(epoch: 22, iters: 6964, time: 0.295, data: 0.019) G_GAN: 3.861 G_L1: 3.933 D_real: 0.068 D_fake: 0.126 +(epoch: 22, iters: 7064, time: 0.295, data: 0.019) G_GAN: 4.767 G_L1: 4.123 D_real: 0.001 D_fake: 0.246 +(epoch: 22, iters: 7164, time: 0.303, data: 0.017) G_GAN: 6.602 G_L1: 4.237 D_real: 0.141 D_fake: 0.013 +(epoch: 22, iters: 7264, time: 0.412, data: 0.017) G_GAN: 3.914 G_L1: 3.544 D_real: 0.180 D_fake: 0.057 +(epoch: 22, iters: 7364, time: 0.289, data: 0.019) G_GAN: 4.037 G_L1: 2.921 D_real: 0.150 D_fake: 0.096 +(epoch: 22, iters: 7464, time: 0.299, data: 0.015) G_GAN: 3.674 G_L1: 3.541 D_real: 0.082 D_fake: 0.157 +(epoch: 22, iters: 7564, time: 0.303, data: 0.018) G_GAN: 4.870 G_L1: 3.212 D_real: 0.017 D_fake: 0.167 +(epoch: 22, iters: 7664, time: 0.552, data: 0.022) G_GAN: 3.420 G_L1: 4.165 D_real: 0.127 D_fake: 0.142 +(epoch: 22, iters: 7764, time: 0.293, data: 0.020) G_GAN: 4.752 G_L1: 2.725 D_real: 0.006 D_fake: 0.593 +(epoch: 22, iters: 7864, time: 0.307, data: 0.017) G_GAN: 5.237 G_L1: 4.963 D_real: 0.024 D_fake: 0.077 +(epoch: 22, iters: 7964, time: 0.299, data: 0.018) G_GAN: 2.189 G_L1: 2.986 D_real: 0.352 D_fake: 0.110 +(epoch: 22, iters: 8064, time: 0.413, data: 0.017) G_GAN: 6.273 G_L1: 8.030 D_real: 0.013 D_fake: 0.007 +(epoch: 22, iters: 8164, time: 0.294, data: 0.017) G_GAN: 6.070 G_L1: 5.534 D_real: 0.012 D_fake: 0.012 +(epoch: 22, iters: 8264, time: 0.298, data: 0.022) G_GAN: 3.848 G_L1: 4.342 D_real: 0.008 D_fake: 0.152 +(epoch: 22, iters: 8364, time: 0.299, data: 0.016) G_GAN: 5.271 G_L1: 3.772 D_real: 0.039 D_fake: 0.196 +(epoch: 22, iters: 8464, time: 0.411, data: 0.017) G_GAN: 4.500 G_L1: 4.144 D_real: 0.019 D_fake: 0.059 +(epoch: 22, iters: 8564, time: 0.305, data: 0.018) G_GAN: 4.685 G_L1: 5.405 D_real: 0.007 D_fake: 0.032 +(epoch: 22, iters: 8664, time: 0.303, data: 0.017) G_GAN: 4.116 G_L1: 2.382 D_real: 0.061 D_fake: 0.344 +(epoch: 22, iters: 8764, time: 0.287, data: 0.017) G_GAN: 3.694 G_L1: 6.820 D_real: 0.028 D_fake: 0.123 +(epoch: 22, iters: 8864, time: 0.384, data: 0.016) G_GAN: 4.996 G_L1: 3.142 D_real: 0.033 D_fake: 0.043 +(epoch: 22, iters: 8964, time: 0.298, data: 0.023) G_GAN: 3.504 G_L1: 3.597 D_real: 0.193 D_fake: 0.114 +(epoch: 22, iters: 9064, time: 0.294, data: 0.017) G_GAN: 4.605 G_L1: 3.493 D_real: 0.005 D_fake: 0.812 +(epoch: 22, iters: 9164, time: 0.287, data: 0.018) G_GAN: 3.437 G_L1: 3.417 D_real: 0.369 D_fake: 0.162 +(epoch: 22, iters: 9264, time: 0.409, data: 0.024) G_GAN: 3.874 G_L1: 3.126 D_real: 0.035 D_fake: 0.064 +(epoch: 22, iters: 9364, time: 0.303, data: 0.019) G_GAN: 1.934 G_L1: 2.646 D_real: 0.834 D_fake: 0.065 +(epoch: 22, iters: 9464, time: 0.283, data: 0.019) G_GAN: 4.191 G_L1: 6.234 D_real: 0.017 D_fake: 0.100 +(epoch: 22, iters: 9564, time: 0.290, data: 0.019) G_GAN: 3.476 G_L1: 3.809 D_real: 0.390 D_fake: 0.097 +(epoch: 22, iters: 9664, time: 0.542, data: 0.017) G_GAN: 5.805 G_L1: 3.176 D_real: 0.103 D_fake: 0.165 +(epoch: 22, iters: 9764, time: 0.297, data: 0.021) G_GAN: 2.635 G_L1: 2.186 D_real: 0.616 D_fake: 0.034 +(epoch: 22, iters: 9864, time: 0.295, data: 0.017) G_GAN: 3.343 G_L1: 3.742 D_real: 0.128 D_fake: 0.042 +(epoch: 22, iters: 9964, time: 0.295, data: 0.016) G_GAN: 3.930 G_L1: 3.044 D_real: 0.279 D_fake: 0.205 +(epoch: 22, iters: 10064, time: 0.406, data: 0.023) G_GAN: 2.882 G_L1: 3.823 D_real: 0.464 D_fake: 0.032 +(epoch: 22, iters: 10164, time: 0.295, data: 0.016) G_GAN: 4.931 G_L1: 3.762 D_real: 1.022 D_fake: 0.048 +(epoch: 22, iters: 10264, time: 0.301, data: 0.016) G_GAN: 3.925 G_L1: 2.976 D_real: 0.175 D_fake: 0.049 +(epoch: 22, iters: 10364, time: 0.294, data: 0.016) G_GAN: 3.874 G_L1: 3.342 D_real: 0.239 D_fake: 0.135 +(epoch: 22, iters: 10464, time: 0.404, data: 0.016) G_GAN: 3.695 G_L1: 3.125 D_real: 0.617 D_fake: 0.026 +(epoch: 22, iters: 10564, time: 0.293, data: 0.019) G_GAN: 4.508 G_L1: 2.136 D_real: 0.365 D_fake: 0.540 +(epoch: 22, iters: 10664, time: 0.295, data: 0.016) G_GAN: 3.830 G_L1: 2.855 D_real: 0.292 D_fake: 0.050 +(epoch: 22, iters: 10764, time: 0.293, data: 0.017) G_GAN: 4.065 G_L1: 2.948 D_real: 0.489 D_fake: 0.168 +(epoch: 22, iters: 10864, time: 0.386, data: 0.015) G_GAN: 2.196 G_L1: 4.422 D_real: 0.119 D_fake: 0.157 +(epoch: 22, iters: 10964, time: 0.288, data: 0.019) G_GAN: 2.591 G_L1: 4.445 D_real: 0.443 D_fake: 0.271 +(epoch: 22, iters: 11064, time: 0.304, data: 0.015) G_GAN: 3.651 G_L1: 3.817 D_real: 0.095 D_fake: 0.259 +(epoch: 22, iters: 11164, time: 0.290, data: 0.017) G_GAN: 4.434 G_L1: 6.125 D_real: 0.013 D_fake: 0.166 +(epoch: 22, iters: 11264, time: 0.411, data: 0.016) G_GAN: 4.049 G_L1: 4.246 D_real: 0.036 D_fake: 0.085 +(epoch: 22, iters: 11364, time: 0.301, data: 0.016) G_GAN: 4.362 G_L1: 4.290 D_real: 0.002 D_fake: 0.144 +(epoch: 22, iters: 11464, time: 0.293, data: 0.021) G_GAN: 2.987 G_L1: 3.525 D_real: 0.389 D_fake: 0.414 +(epoch: 22, iters: 11564, time: 0.297, data: 0.016) G_GAN: 3.238 G_L1: 3.537 D_real: 0.214 D_fake: 0.307 +(epoch: 22, iters: 11664, time: 0.523, data: 0.023) G_GAN: 4.626 G_L1: 3.677 D_real: 0.303 D_fake: 0.012 +(epoch: 22, iters: 11764, time: 0.297, data: 0.017) G_GAN: 6.456 G_L1: 4.512 D_real: 0.016 D_fake: 0.027 +(epoch: 22, iters: 11864, time: 0.296, data: 0.017) G_GAN: 3.159 G_L1: 4.009 D_real: 0.559 D_fake: 0.025 +(epoch: 22, iters: 11964, time: 0.289, data: 0.021) G_GAN: 3.617 G_L1: 2.847 D_real: 0.081 D_fake: 0.065 +(epoch: 22, iters: 12064, time: 0.392, data: 0.017) G_GAN: 4.167 G_L1: 4.607 D_real: 0.178 D_fake: 0.109 +(epoch: 22, iters: 12164, time: 0.292, data: 0.016) G_GAN: 2.609 G_L1: 3.118 D_real: 0.417 D_fake: 0.103 +(epoch: 22, iters: 12264, time: 0.295, data: 0.016) G_GAN: 4.329 G_L1: 3.350 D_real: 0.014 D_fake: 0.302 +(epoch: 22, iters: 12364, time: 0.301, data: 0.016) G_GAN: 5.541 G_L1: 4.060 D_real: 0.019 D_fake: 0.428 +(epoch: 22, iters: 12464, time: 0.427, data: 0.018) G_GAN: 4.540 G_L1: 4.785 D_real: 0.142 D_fake: 0.027 +(epoch: 22, iters: 12564, time: 0.300, data: 0.018) G_GAN: 4.287 G_L1: 4.049 D_real: 0.010 D_fake: 0.078 +(epoch: 22, iters: 12664, time: 0.289, data: 0.018) G_GAN: 6.011 G_L1: 4.400 D_real: 0.033 D_fake: 0.008 +(epoch: 22, iters: 12764, time: 0.301, data: 0.016) G_GAN: 5.091 G_L1: 4.351 D_real: 0.139 D_fake: 0.026 +(epoch: 22, iters: 12864, time: 0.417, data: 0.019) G_GAN: 5.345 G_L1: 6.900 D_real: 0.003 D_fake: 0.027 +(epoch: 22, iters: 12964, time: 0.292, data: 0.017) G_GAN: 4.030 G_L1: 3.912 D_real: 0.227 D_fake: 0.063 +(epoch: 22, iters: 13064, time: 0.303, data: 0.021) G_GAN: 5.137 G_L1: 4.861 D_real: 0.126 D_fake: 0.012 +(epoch: 22, iters: 13164, time: 0.298, data: 0.018) G_GAN: 2.524 G_L1: 3.272 D_real: 0.305 D_fake: 0.193 +(epoch: 22, iters: 13264, time: 0.416, data: 0.019) G_GAN: 4.481 G_L1: 5.073 D_real: 0.148 D_fake: 0.130 +(epoch: 22, iters: 13364, time: 0.284, data: 0.018) G_GAN: 4.339 G_L1: 3.431 D_real: 0.106 D_fake: 0.108 +(epoch: 22, iters: 13464, time: 0.298, data: 0.015) G_GAN: 4.888 G_L1: 3.590 D_real: 0.251 D_fake: 0.319 +(epoch: 22, iters: 13564, time: 0.295, data: 0.017) G_GAN: 4.321 G_L1: 3.984 D_real: 0.054 D_fake: 0.308 +(epoch: 22, iters: 13664, time: 0.536, data: 0.021) G_GAN: 4.542 G_L1: 3.207 D_real: 0.052 D_fake: 0.128 +(epoch: 22, iters: 13764, time: 0.293, data: 0.018) G_GAN: 3.407 G_L1: 4.329 D_real: 0.031 D_fake: 0.212 +(epoch: 22, iters: 13864, time: 0.289, data: 0.019) G_GAN: 3.781 G_L1: 3.562 D_real: 0.767 D_fake: 0.072 +(epoch: 22, iters: 13964, time: 0.294, data: 0.017) G_GAN: 5.245 G_L1: 4.939 D_real: 0.022 D_fake: 0.128 +(epoch: 22, iters: 14064, time: 0.380, data: 0.015) G_GAN: 3.453 G_L1: 3.170 D_real: 0.288 D_fake: 0.178 +(epoch: 22, iters: 14164, time: 0.305, data: 0.016) G_GAN: 4.005 G_L1: 2.979 D_real: 0.134 D_fake: 0.125 +(epoch: 22, iters: 14264, time: 0.290, data: 0.017) G_GAN: 5.430 G_L1: 6.423 D_real: 0.038 D_fake: 0.247 +(epoch: 22, iters: 14364, time: 0.294, data: 0.015) G_GAN: 5.926 G_L1: 3.526 D_real: 0.002 D_fake: 0.029 +(epoch: 22, iters: 14464, time: 0.406, data: 0.016) G_GAN: 5.699 G_L1: 6.346 D_real: 0.196 D_fake: 0.021 +(epoch: 22, iters: 14564, time: 0.285, data: 0.017) G_GAN: 4.620 G_L1: 8.072 D_real: 0.016 D_fake: 0.071 +(epoch: 22, iters: 14664, time: 0.288, data: 0.015) G_GAN: 4.224 G_L1: 2.678 D_real: 0.033 D_fake: 0.077 +(epoch: 22, iters: 14764, time: 0.298, data: 0.019) G_GAN: 4.619 G_L1: 3.205 D_real: 0.003 D_fake: 0.140 +(epoch: 22, iters: 14864, time: 0.408, data: 0.021) G_GAN: 6.073 G_L1: 3.863 D_real: 0.123 D_fake: 0.253 +(epoch: 22, iters: 14964, time: 0.296, data: 0.018) G_GAN: 2.598 G_L1: 2.737 D_real: 0.467 D_fake: 0.183 +(epoch: 22, iters: 15064, time: 0.295, data: 0.016) G_GAN: 3.463 G_L1: 2.332 D_real: 0.179 D_fake: 0.109 +(epoch: 22, iters: 15164, time: 0.289, data: 0.018) G_GAN: 4.896 G_L1: 3.898 D_real: 0.035 D_fake: 0.723 +(epoch: 22, iters: 15264, time: 0.394, data: 0.016) G_GAN: 3.742 G_L1: 3.309 D_real: 0.194 D_fake: 0.096 +(epoch: 22, iters: 15364, time: 0.287, data: 0.018) G_GAN: 4.870 G_L1: 3.795 D_real: 0.013 D_fake: 0.191 +(epoch: 22, iters: 15464, time: 0.288, data: 0.017) G_GAN: 9.155 G_L1: 10.866 D_real: 0.363 D_fake: 0.641 +(epoch: 22, iters: 15564, time: 0.284, data: 0.015) G_GAN: 5.459 G_L1: 2.628 D_real: 0.104 D_fake: 0.109 +(epoch: 22, iters: 15664, time: 0.537, data: 0.016) G_GAN: 4.547 G_L1: 2.790 D_real: 0.002 D_fake: 0.066 +(epoch: 22, iters: 15764, time: 0.292, data: 0.017) G_GAN: 6.069 G_L1: 3.739 D_real: 0.009 D_fake: 0.102 +(epoch: 22, iters: 15864, time: 0.305, data: 0.021) G_GAN: 4.362 G_L1: 3.328 D_real: 0.115 D_fake: 0.062 +(epoch: 22, iters: 15964, time: 0.288, data: 0.017) G_GAN: 2.891 G_L1: 4.255 D_real: 0.445 D_fake: 0.088 +(epoch: 22, iters: 16064, time: 0.378, data: 0.020) G_GAN: 4.413 G_L1: 3.875 D_real: 0.301 D_fake: 0.024 +(epoch: 22, iters: 16164, time: 0.296, data: 0.029) G_GAN: 5.835 G_L1: 4.036 D_real: 0.034 D_fake: 0.020 +(epoch: 22, iters: 16264, time: 0.284, data: 0.017) G_GAN: 5.415 G_L1: 5.149 D_real: 0.076 D_fake: 0.466 +(epoch: 22, iters: 16364, time: 0.292, data: 0.017) G_GAN: 4.488 G_L1: 3.067 D_real: 0.432 D_fake: 0.027 +(epoch: 22, iters: 16464, time: 0.402, data: 0.017) G_GAN: 4.973 G_L1: 5.895 D_real: 0.003 D_fake: 0.054 +(epoch: 22, iters: 16564, time: 0.297, data: 0.021) G_GAN: 4.630 G_L1: 3.783 D_real: 0.265 D_fake: 0.015 +(epoch: 22, iters: 16664, time: 0.291, data: 0.017) G_GAN: 3.636 G_L1: 3.529 D_real: 0.124 D_fake: 0.086 +(epoch: 22, iters: 16764, time: 0.298, data: 0.020) G_GAN: 4.568 G_L1: 4.121 D_real: 0.068 D_fake: 0.083 +(epoch: 22, iters: 16864, time: 0.411, data: 0.017) G_GAN: 4.600 G_L1: 3.726 D_real: 0.006 D_fake: 0.092 +(epoch: 22, iters: 16964, time: 0.295, data: 0.023) G_GAN: 5.691 G_L1: 5.415 D_real: 0.008 D_fake: 0.006 +(epoch: 22, iters: 17064, time: 0.280, data: 0.017) G_GAN: 3.377 G_L1: 3.722 D_real: 0.005 D_fake: 0.121 +(epoch: 22, iters: 17164, time: 0.298, data: 0.018) G_GAN: 2.995 G_L1: 4.843 D_real: 1.521 D_fake: 0.029 +(epoch: 22, iters: 17264, time: 0.408, data: 0.015) G_GAN: 2.934 G_L1: 3.844 D_real: 0.510 D_fake: 0.030 +(epoch: 22, iters: 17364, time: 0.288, data: 0.021) G_GAN: 4.776 G_L1: 7.534 D_real: 0.353 D_fake: 0.067 +(epoch: 22, iters: 17464, time: 0.299, data: 0.016) G_GAN: 7.406 G_L1: 5.124 D_real: 0.055 D_fake: 0.008 +(epoch: 22, iters: 17564, time: 0.294, data: 0.017) G_GAN: 5.252 G_L1: 3.639 D_real: 0.037 D_fake: 0.023 +(epoch: 22, iters: 17664, time: 0.541, data: 0.020) G_GAN: 5.435 G_L1: 8.643 D_real: 0.004 D_fake: 0.009 +(epoch: 22, iters: 17764, time: 0.289, data: 0.017) G_GAN: 6.485 G_L1: 9.452 D_real: 0.020 D_fake: 0.014 +(epoch: 22, iters: 17864, time: 0.293, data: 0.019) G_GAN: 5.371 G_L1: 4.573 D_real: 0.106 D_fake: 0.028 +(epoch: 22, iters: 17964, time: 0.289, data: 0.019) G_GAN: 5.516 G_L1: 4.875 D_real: 0.001 D_fake: 2.234 +(epoch: 22, iters: 18064, time: 0.417, data: 0.021) G_GAN: 4.395 G_L1: 4.611 D_real: 0.200 D_fake: 0.083 +(epoch: 22, iters: 18164, time: 0.298, data: 0.018) G_GAN: 5.940 G_L1: 4.955 D_real: 0.023 D_fake: 0.014 +(epoch: 22, iters: 18264, time: 0.295, data: 0.017) G_GAN: 5.655 G_L1: 6.544 D_real: 0.471 D_fake: 0.006 +(epoch: 22, iters: 18364, time: 0.297, data: 0.018) G_GAN: 4.543 G_L1: 3.485 D_real: 0.063 D_fake: 0.248 +(epoch: 22, iters: 18464, time: 0.383, data: 0.016) G_GAN: 5.766 G_L1: 4.893 D_real: 0.075 D_fake: 0.011 +(epoch: 22, iters: 18564, time: 0.292, data: 0.019) G_GAN: 5.577 G_L1: 3.744 D_real: 0.023 D_fake: 0.007 +(epoch: 22, iters: 18664, time: 0.288, data: 0.018) G_GAN: 3.372 G_L1: 4.332 D_real: 0.275 D_fake: 0.045 +(epoch: 22, iters: 18764, time: 0.292, data: 0.018) G_GAN: 3.992 G_L1: 2.994 D_real: 0.083 D_fake: 0.461 +(epoch: 22, iters: 18864, time: 0.404, data: 0.016) G_GAN: 5.727 G_L1: 3.547 D_real: 0.001 D_fake: 0.008 +(epoch: 22, iters: 18964, time: 0.294, data: 0.018) G_GAN: 5.103 G_L1: 5.027 D_real: 0.183 D_fake: 0.057 +(epoch: 22, iters: 19064, time: 0.298, data: 0.017) G_GAN: 5.234 G_L1: 5.239 D_real: 0.019 D_fake: 0.050 +(epoch: 22, iters: 19164, time: 0.300, data: 0.023) G_GAN: 6.249 G_L1: 3.920 D_real: 0.323 D_fake: 0.036 +(epoch: 22, iters: 19264, time: 0.413, data: 0.017) G_GAN: 5.231 G_L1: 5.290 D_real: 0.008 D_fake: 0.115 +(epoch: 22, iters: 19364, time: 0.298, data: 0.017) G_GAN: 5.291 G_L1: 3.911 D_real: 0.007 D_fake: 0.049 +(epoch: 22, iters: 19464, time: 0.295, data: 0.018) G_GAN: 6.936 G_L1: 5.483 D_real: 0.004 D_fake: 0.093 +(epoch: 22, iters: 19564, time: 0.284, data: 0.017) G_GAN: 5.110 G_L1: 5.413 D_real: 0.150 D_fake: 0.010 +(epoch: 22, iters: 19664, time: 0.531, data: 0.016) G_GAN: 4.563 G_L1: 3.390 D_real: 0.009 D_fake: 0.087 +(epoch: 22, iters: 19764, time: 0.295, data: 0.019) G_GAN: 3.451 G_L1: 3.277 D_real: 0.008 D_fake: 0.293 +(epoch: 22, iters: 19864, time: 0.287, data: 0.017) G_GAN: 4.943 G_L1: 4.756 D_real: 0.085 D_fake: 0.048 +(epoch: 22, iters: 19964, time: 0.303, data: 0.022) G_GAN: 7.174 G_L1: 6.222 D_real: 0.082 D_fake: 0.201 +(epoch: 22, iters: 20064, time: 0.412, data: 0.026) G_GAN: 7.111 G_L1: 4.374 D_real: 0.143 D_fake: 0.009 +(epoch: 22, iters: 20164, time: 0.298, data: 0.017) G_GAN: 5.165 G_L1: 3.980 D_real: 0.057 D_fake: 0.037 +(epoch: 22, iters: 20264, time: 0.305, data: 0.017) G_GAN: 5.163 G_L1: 6.296 D_real: 0.031 D_fake: 0.042 +(epoch: 22, iters: 20364, time: 0.302, data: 0.017) G_GAN: 3.330 G_L1: 2.823 D_real: 0.401 D_fake: 0.154 +(epoch: 22, iters: 20464, time: 0.413, data: 0.018) G_GAN: 3.719 G_L1: 3.898 D_real: 0.023 D_fake: 0.237 +(epoch: 22, iters: 20564, time: 0.291, data: 0.024) G_GAN: 4.838 G_L1: 4.127 D_real: 0.215 D_fake: 0.027 +(epoch: 22, iters: 20664, time: 0.306, data: 0.017) G_GAN: 5.204 G_L1: 6.570 D_real: 0.022 D_fake: 0.043 +(epoch: 22, iters: 20764, time: 0.306, data: 0.023) G_GAN: 3.462 G_L1: 3.528 D_real: 0.347 D_fake: 0.053 +(epoch: 22, iters: 20864, time: 0.389, data: 0.019) G_GAN: 4.858 G_L1: 2.677 D_real: 0.039 D_fake: 0.634 +(epoch: 22, iters: 20964, time: 0.305, data: 0.018) G_GAN: 4.785 G_L1: 2.791 D_real: 0.538 D_fake: 0.016 +(epoch: 22, iters: 21064, time: 0.304, data: 0.017) G_GAN: 3.421 G_L1: 3.558 D_real: 0.015 D_fake: 0.169 +(epoch: 22, iters: 21164, time: 0.292, data: 0.017) G_GAN: 3.266 G_L1: 4.468 D_real: 0.904 D_fake: 0.042 +(epoch: 22, iters: 21264, time: 0.411, data: 0.021) G_GAN: 2.180 G_L1: 3.579 D_real: 0.588 D_fake: 0.050 +(epoch: 22, iters: 21364, time: 0.308, data: 0.019) G_GAN: 3.504 G_L1: 3.580 D_real: 0.203 D_fake: 0.279 +(epoch: 22, iters: 21464, time: 0.304, data: 0.019) G_GAN: 3.485 G_L1: 3.642 D_real: 0.017 D_fake: 0.082 +(epoch: 22, iters: 21564, time: 0.300, data: 0.017) G_GAN: 4.337 G_L1: 3.831 D_real: 0.018 D_fake: 0.037 +(epoch: 22, iters: 21664, time: 0.506, data: 0.018) G_GAN: 3.707 G_L1: 3.378 D_real: 0.069 D_fake: 0.192 +(epoch: 22, iters: 21764, time: 0.297, data: 0.019) G_GAN: 4.778 G_L1: 2.961 D_real: 0.014 D_fake: 0.272 +(epoch: 22, iters: 21864, time: 0.298, data: 0.021) G_GAN: 3.131 G_L1: 2.873 D_real: 0.594 D_fake: 0.047 +(epoch: 22, iters: 21964, time: 0.297, data: 0.017) G_GAN: 3.299 G_L1: 3.190 D_real: 0.035 D_fake: 0.222 +(epoch: 22, iters: 22064, time: 0.410, data: 0.018) G_GAN: 4.207 G_L1: 3.394 D_real: 0.080 D_fake: 0.029 +(epoch: 22, iters: 22164, time: 0.266, data: 0.018) G_GAN: 3.562 G_L1: 4.576 D_real: 0.040 D_fake: 0.289 +(epoch: 22, iters: 22264, time: 0.298, data: 0.015) G_GAN: 5.209 G_L1: 3.342 D_real: 0.219 D_fake: 0.008 +(epoch: 22, iters: 22364, time: 0.301, data: 0.017) G_GAN: 4.891 G_L1: 6.287 D_real: 0.046 D_fake: 0.245 +(epoch: 22, iters: 22464, time: 0.399, data: 0.020) G_GAN: 3.970 G_L1: 3.131 D_real: 0.005 D_fake: 0.116 +(epoch: 22, iters: 22564, time: 0.307, data: 0.019) G_GAN: 3.630 G_L1: 3.500 D_real: 0.005 D_fake: 0.118 +(epoch: 22, iters: 22664, time: 0.301, data: 0.022) G_GAN: 6.037 G_L1: 4.842 D_real: 0.081 D_fake: 0.017 +(epoch: 22, iters: 22764, time: 0.298, data: 0.018) G_GAN: 7.016 G_L1: 5.903 D_real: 0.444 D_fake: 0.005 +(epoch: 22, iters: 22864, time: 0.420, data: 0.018) G_GAN: 4.172 G_L1: 3.357 D_real: 0.045 D_fake: 0.072 +(epoch: 22, iters: 22964, time: 0.305, data: 0.018) G_GAN: 3.867 G_L1: 3.573 D_real: 0.024 D_fake: 0.092 +(epoch: 22, iters: 23064, time: 0.302, data: 0.018) G_GAN: 5.834 G_L1: 4.945 D_real: 0.069 D_fake: 0.020 +(epoch: 22, iters: 23164, time: 0.312, data: 0.023) G_GAN: 4.560 G_L1: 4.392 D_real: 0.144 D_fake: 0.024 +(epoch: 22, iters: 23264, time: 0.410, data: 0.017) G_GAN: 6.791 G_L1: 4.564 D_real: 0.379 D_fake: 0.108 +(epoch: 22, iters: 23364, time: 0.303, data: 0.018) G_GAN: 3.528 G_L1: 2.842 D_real: 0.090 D_fake: 0.143 +(epoch: 22, iters: 23464, time: 0.295, data: 0.017) G_GAN: 6.681 G_L1: 3.887 D_real: 0.004 D_fake: 0.006 +(epoch: 22, iters: 23564, time: 0.303, data: 0.018) G_GAN: 5.820 G_L1: 3.996 D_real: 0.002 D_fake: 0.070 +(epoch: 22, iters: 23664, time: 0.551, data: 0.021) G_GAN: 5.574 G_L1: 3.386 D_real: 0.104 D_fake: 0.008 +(epoch: 22, iters: 23764, time: 0.305, data: 0.019) G_GAN: 4.073 G_L1: 4.733 D_real: 0.109 D_fake: 0.061 +(epoch: 22, iters: 23864, time: 0.297, data: 0.018) G_GAN: 3.743 G_L1: 4.537 D_real: 0.079 D_fake: 0.077 +(epoch: 22, iters: 23964, time: 0.295, data: 0.022) G_GAN: 4.099 G_L1: 3.598 D_real: 0.005 D_fake: 0.503 +(epoch: 22, iters: 24064, time: 0.374, data: 0.017) G_GAN: 4.114 G_L1: 3.072 D_real: 0.328 D_fake: 0.061 +(epoch: 22, iters: 24164, time: 0.296, data: 0.024) G_GAN: 3.419 G_L1: 14.896 D_real: 1.602 D_fake: 0.003 +(epoch: 22, iters: 24264, time: 0.305, data: 0.019) G_GAN: 4.826 G_L1: 4.152 D_real: 0.007 D_fake: 0.068 +(epoch: 22, iters: 24364, time: 0.305, data: 0.018) G_GAN: 5.142 G_L1: 3.915 D_real: 0.000 D_fake: 0.425 +(epoch: 22, iters: 24464, time: 0.409, data: 0.019) G_GAN: 4.259 G_L1: 2.921 D_real: 0.095 D_fake: 0.204 +(epoch: 22, iters: 24564, time: 0.305, data: 0.019) G_GAN: 3.671 G_L1: 4.417 D_real: 0.051 D_fake: 0.083 +(epoch: 22, iters: 24664, time: 0.293, data: 0.018) G_GAN: 3.979 G_L1: 3.625 D_real: 0.126 D_fake: 0.095 +(epoch: 22, iters: 24764, time: 0.290, data: 0.020) G_GAN: 5.318 G_L1: 3.370 D_real: 0.068 D_fake: 0.037 +(epoch: 22, iters: 24864, time: 0.391, data: 0.017) G_GAN: 5.810 G_L1: 3.903 D_real: 0.030 D_fake: 0.061 +(epoch: 22, iters: 24964, time: 0.290, data: 0.017) G_GAN: 3.492 G_L1: 2.596 D_real: 0.068 D_fake: 0.497 +(epoch: 22, iters: 25064, time: 0.298, data: 0.018) G_GAN: 7.016 G_L1: 8.406 D_real: 0.077 D_fake: 0.172 +(epoch: 22, iters: 25164, time: 0.303, data: 0.021) G_GAN: 8.088 G_L1: 3.956 D_real: 0.013 D_fake: 0.005 +(epoch: 22, iters: 25264, time: 0.419, data: 0.018) G_GAN: 6.682 G_L1: 7.054 D_real: 0.037 D_fake: 0.024 +(epoch: 22, iters: 25364, time: 0.304, data: 0.020) G_GAN: 8.377 G_L1: 2.919 D_real: 0.029 D_fake: 0.001 +(epoch: 22, iters: 25464, time: 0.299, data: 0.019) G_GAN: 4.906 G_L1: 3.447 D_real: 0.003 D_fake: 0.044 +(epoch: 22, iters: 25564, time: 0.306, data: 0.017) G_GAN: 4.675 G_L1: 4.697 D_real: 0.023 D_fake: 0.302 +(epoch: 22, iters: 25664, time: 0.556, data: 0.018) G_GAN: 4.355 G_L1: 4.822 D_real: 0.234 D_fake: 0.128 +(epoch: 22, iters: 25764, time: 0.296, data: 0.019) G_GAN: 5.692 G_L1: 7.303 D_real: 0.013 D_fake: 0.014 +(epoch: 22, iters: 25864, time: 0.303, data: 0.016) G_GAN: 3.806 G_L1: 3.583 D_real: 0.038 D_fake: 0.081 +(epoch: 22, iters: 25964, time: 0.290, data: 0.019) G_GAN: 4.728 G_L1: 3.053 D_real: 0.084 D_fake: 0.049 +(epoch: 22, iters: 26064, time: 0.398, data: 0.015) G_GAN: 5.278 G_L1: 3.827 D_real: 0.008 D_fake: 0.536 +(epoch: 22, iters: 26164, time: 0.293, data: 0.019) G_GAN: 2.815 G_L1: 3.787 D_real: 0.194 D_fake: 0.097 +(epoch: 22, iters: 26264, time: 0.300, data: 0.017) G_GAN: 4.695 G_L1: 2.899 D_real: 0.050 D_fake: 0.068 +(epoch: 22, iters: 26364, time: 0.305, data: 0.021) G_GAN: 5.643 G_L1: 5.659 D_real: 0.003 D_fake: 0.194 +(epoch: 22, iters: 26464, time: 0.416, data: 0.017) G_GAN: 3.488 G_L1: 4.710 D_real: 0.081 D_fake: 0.176 +(epoch: 22, iters: 26564, time: 0.290, data: 0.017) G_GAN: 6.921 G_L1: 4.588 D_real: 0.000 D_fake: 0.117 +(epoch: 22, iters: 26664, time: 0.300, data: 0.017) G_GAN: 5.126 G_L1: 4.014 D_real: 0.033 D_fake: 0.251 +(epoch: 22, iters: 26764, time: 0.287, data: 0.018) G_GAN: 3.287 G_L1: 3.799 D_real: 0.026 D_fake: 0.266 +(epoch: 22, iters: 26864, time: 0.407, data: 0.017) G_GAN: 3.601 G_L1: 2.158 D_real: 0.327 D_fake: 0.160 +(epoch: 22, iters: 26964, time: 0.298, data: 0.019) G_GAN: 6.522 G_L1: 4.000 D_real: 0.003 D_fake: 0.284 +(epoch: 22, iters: 27064, time: 0.293, data: 0.021) G_GAN: 5.986 G_L1: 5.500 D_real: 0.106 D_fake: 0.025 +(epoch: 22, iters: 27164, time: 0.280, data: 0.017) G_GAN: 6.396 G_L1: 3.837 D_real: 0.006 D_fake: 0.016 +(epoch: 22, iters: 27264, time: 0.418, data: 0.017) G_GAN: 7.449 G_L1: 6.676 D_real: 0.392 D_fake: 0.332 +(epoch: 22, iters: 27364, time: 0.289, data: 0.019) G_GAN: 7.228 G_L1: 4.139 D_real: 0.447 D_fake: 0.072 +(epoch: 22, iters: 27464, time: 0.299, data: 0.019) G_GAN: 6.210 G_L1: 4.786 D_real: 0.182 D_fake: 0.006 +(epoch: 22, iters: 27564, time: 0.301, data: 0.017) G_GAN: 4.242 G_L1: 2.261 D_real: 0.641 D_fake: 0.125 +(epoch: 22, iters: 27664, time: 0.560, data: 0.016) G_GAN: 5.555 G_L1: 5.867 D_real: 0.045 D_fake: 0.108 +(epoch: 22, iters: 27764, time: 0.305, data: 0.019) G_GAN: 4.305 G_L1: 5.060 D_real: 0.320 D_fake: 0.039 +(epoch: 22, iters: 27864, time: 0.295, data: 0.019) G_GAN: 4.765 G_L1: 4.088 D_real: 0.369 D_fake: 0.011 +(epoch: 22, iters: 27964, time: 0.296, data: 0.017) G_GAN: 3.423 G_L1: 4.168 D_real: 0.158 D_fake: 0.313 +(epoch: 22, iters: 28064, time: 0.404, data: 0.016) G_GAN: 4.733 G_L1: 3.210 D_real: 0.188 D_fake: 0.068 +(epoch: 22, iters: 28164, time: 0.301, data: 0.018) G_GAN: 4.638 G_L1: 3.109 D_real: 0.184 D_fake: 0.160 +(epoch: 22, iters: 28264, time: 0.303, data: 0.017) G_GAN: 6.203 G_L1: 4.822 D_real: 0.017 D_fake: 0.015 +(epoch: 22, iters: 28364, time: 0.303, data: 0.017) G_GAN: 4.504 G_L1: 4.499 D_real: 0.251 D_fake: 0.305 +(epoch: 22, iters: 28464, time: 0.411, data: 0.017) G_GAN: 5.304 G_L1: 4.265 D_real: 0.035 D_fake: 0.019 +(epoch: 22, iters: 28564, time: 0.299, data: 0.019) G_GAN: 4.126 G_L1: 4.073 D_real: 0.119 D_fake: 0.068 +(epoch: 22, iters: 28664, time: 0.309, data: 0.017) G_GAN: 5.365 G_L1: 3.234 D_real: 0.040 D_fake: 0.055 +(epoch: 22, iters: 28764, time: 0.295, data: 0.016) G_GAN: 3.990 G_L1: 3.124 D_real: 0.274 D_fake: 0.066 +(epoch: 22, iters: 28864, time: 0.404, data: 0.018) G_GAN: 3.891 G_L1: 3.197 D_real: 0.336 D_fake: 0.076 +(epoch: 22, iters: 28964, time: 0.303, data: 0.017) G_GAN: 5.209 G_L1: 4.245 D_real: 0.007 D_fake: 0.087 +(epoch: 22, iters: 29064, time: 0.294, data: 0.018) G_GAN: 3.598 G_L1: 3.734 D_real: 0.090 D_fake: 0.241 +(epoch: 22, iters: 29164, time: 0.293, data: 0.022) G_GAN: 4.388 G_L1: 4.722 D_real: 0.005 D_fake: 0.092 +(epoch: 22, iters: 29264, time: 0.419, data: 0.017) G_GAN: 3.766 G_L1: 3.880 D_real: 1.199 D_fake: 0.035 +(epoch: 22, iters: 29364, time: 0.299, data: 0.020) G_GAN: 5.598 G_L1: 7.701 D_real: 0.004 D_fake: 0.365 +(epoch: 22, iters: 29464, time: 0.303, data: 0.018) G_GAN: 5.536 G_L1: 3.359 D_real: 0.156 D_fake: 0.070 +(epoch: 22, iters: 29564, time: 0.301, data: 0.017) G_GAN: 5.931 G_L1: 3.788 D_real: 0.249 D_fake: 0.054 +(epoch: 22, iters: 29664, time: 0.494, data: 0.019) G_GAN: 4.595 G_L1: 3.389 D_real: 0.546 D_fake: 0.402 +(epoch: 22, iters: 29764, time: 0.296, data: 0.019) G_GAN: 4.555 G_L1: 4.228 D_real: 0.149 D_fake: 0.090 +(epoch: 22, iters: 29864, time: 0.288, data: 0.018) G_GAN: 2.143 G_L1: 2.910 D_real: 0.090 D_fake: 0.179 +(epoch: 22, iters: 29964, time: 0.290, data: 0.017) G_GAN: 4.031 G_L1: 3.316 D_real: 0.149 D_fake: 0.070 +(epoch: 22, iters: 30064, time: 0.383, data: 0.015) G_GAN: 4.086 G_L1: 3.498 D_real: 0.046 D_fake: 0.862 +(epoch: 22, iters: 30164, time: 0.295, data: 0.019) G_GAN: 3.274 G_L1: 3.955 D_real: 0.067 D_fake: 0.197 +(epoch: 22, iters: 30264, time: 0.304, data: 0.020) G_GAN: 5.343 G_L1: 3.946 D_real: 0.002 D_fake: 0.031 +(epoch: 22, iters: 30364, time: 0.292, data: 0.017) G_GAN: 4.691 G_L1: 3.284 D_real: 0.033 D_fake: 0.267 +(epoch: 22, iters: 30464, time: 0.408, data: 0.017) G_GAN: 4.201 G_L1: 7.254 D_real: 0.222 D_fake: 0.100 +(epoch: 22, iters: 30564, time: 0.301, data: 0.018) G_GAN: 5.624 G_L1: 3.978 D_real: 0.693 D_fake: 0.009 +(epoch: 22, iters: 30664, time: 0.305, data: 0.017) G_GAN: 3.206 G_L1: 3.882 D_real: 0.505 D_fake: 0.244 +(epoch: 22, iters: 30764, time: 0.296, data: 0.016) G_GAN: 12.851 G_L1: 10.291 D_real: 0.088 D_fake: 0.000 +(epoch: 22, iters: 30864, time: 0.397, data: 0.021) G_GAN: 3.875 G_L1: 2.132 D_real: 0.092 D_fake: 0.107 +(epoch: 22, iters: 30964, time: 0.289, data: 0.018) G_GAN: 4.745 G_L1: 3.268 D_real: 0.189 D_fake: 0.015 +(epoch: 22, iters: 31064, time: 0.303, data: 0.018) G_GAN: 3.331 G_L1: 3.432 D_real: 0.014 D_fake: 0.417 +(epoch: 22, iters: 31164, time: 0.298, data: 0.018) G_GAN: 5.787 G_L1: 7.091 D_real: 0.063 D_fake: 0.318 +(epoch: 22, iters: 31264, time: 0.410, data: 0.016) G_GAN: 3.487 G_L1: 4.856 D_real: 0.639 D_fake: 0.133 +(epoch: 22, iters: 31364, time: 0.304, data: 0.018) G_GAN: 3.747 G_L1: 3.686 D_real: 0.034 D_fake: 0.433 +(epoch: 22, iters: 31464, time: 0.300, data: 0.018) G_GAN: 4.559 G_L1: 5.261 D_real: 0.306 D_fake: 0.054 +(epoch: 22, iters: 31564, time: 0.302, data: 0.017) G_GAN: 3.396 G_L1: 3.348 D_real: 0.094 D_fake: 0.158 +(epoch: 22, iters: 31664, time: 0.505, data: 0.016) G_GAN: 4.213 G_L1: 3.260 D_real: 0.093 D_fake: 0.110 +(epoch: 22, iters: 31764, time: 0.305, data: 0.024) G_GAN: 3.104 G_L1: 3.173 D_real: 1.609 D_fake: 0.016 +(epoch: 22, iters: 31864, time: 0.296, data: 0.022) G_GAN: 2.982 G_L1: 5.185 D_real: 0.100 D_fake: 0.146 +(epoch: 22, iters: 31964, time: 0.287, data: 0.017) G_GAN: 4.900 G_L1: 3.998 D_real: 0.076 D_fake: 0.063 +(epoch: 22, iters: 32064, time: 0.422, data: 0.016) G_GAN: 4.640 G_L1: 4.095 D_real: 0.044 D_fake: 0.039 +(epoch: 22, iters: 32164, time: 0.300, data: 0.019) G_GAN: 2.686 G_L1: 3.574 D_real: 0.593 D_fake: 0.264 +(epoch: 22, iters: 32264, time: 0.299, data: 0.017) G_GAN: 5.166 G_L1: 5.537 D_real: 0.090 D_fake: 0.470 +(epoch: 22, iters: 32364, time: 0.269, data: 0.018) G_GAN: 5.769 G_L1: 4.528 D_real: 0.148 D_fake: 0.011 +(epoch: 22, iters: 32464, time: 0.409, data: 0.015) G_GAN: 3.454 G_L1: 3.342 D_real: 0.015 D_fake: 0.184 +(epoch: 22, iters: 32564, time: 0.297, data: 0.017) G_GAN: 5.003 G_L1: 5.141 D_real: 0.321 D_fake: 0.200 +(epoch: 22, iters: 32664, time: 0.289, data: 0.016) G_GAN: 3.349 G_L1: 2.551 D_real: 0.029 D_fake: 0.187 +(epoch: 22, iters: 32764, time: 0.302, data: 0.017) G_GAN: 4.074 G_L1: 2.671 D_real: 0.336 D_fake: 0.332 +(epoch: 22, iters: 32864, time: 0.416, data: 0.018) G_GAN: 4.210 G_L1: 4.076 D_real: 0.381 D_fake: 0.027 +(epoch: 22, iters: 32964, time: 0.303, data: 0.017) G_GAN: 2.504 G_L1: 3.345 D_real: 1.076 D_fake: 0.102 +(epoch: 22, iters: 33064, time: 0.298, data: 0.016) G_GAN: 1.454 G_L1: 2.617 D_real: 0.367 D_fake: 0.096 +(epoch: 22, iters: 33164, time: 0.286, data: 0.017) G_GAN: 5.244 G_L1: 4.198 D_real: 0.112 D_fake: 0.050 +(epoch: 22, iters: 33264, time: 0.375, data: 0.017) G_GAN: 3.425 G_L1: 3.667 D_real: 0.006 D_fake: 0.336 +(epoch: 22, iters: 33364, time: 0.302, data: 0.017) G_GAN: 3.993 G_L1: 3.692 D_real: 0.006 D_fake: 0.458 +(epoch: 22, iters: 33464, time: 0.297, data: 0.017) G_GAN: 3.718 G_L1: 3.043 D_real: 0.001 D_fake: 0.189 +(epoch: 22, iters: 33564, time: 0.290, data: 0.017) G_GAN: 3.860 G_L1: 9.507 D_real: 0.280 D_fake: 0.229 +(epoch: 22, iters: 33664, time: 0.570, data: 0.020) G_GAN: 4.751 G_L1: 5.238 D_real: 0.010 D_fake: 0.028 +(epoch: 22, iters: 33764, time: 0.296, data: 0.019) G_GAN: 4.159 G_L1: 2.851 D_real: 0.245 D_fake: 0.334 +(epoch: 22, iters: 33864, time: 0.303, data: 0.017) G_GAN: 2.671 G_L1: 2.349 D_real: 0.662 D_fake: 0.264 +(epoch: 22, iters: 33964, time: 0.303, data: 0.017) G_GAN: 3.366 G_L1: 4.787 D_real: 0.058 D_fake: 0.156 +(epoch: 22, iters: 34064, time: 0.416, data: 0.017) G_GAN: 3.983 G_L1: 3.783 D_real: 0.008 D_fake: 0.139 +(epoch: 22, iters: 34164, time: 0.295, data: 0.018) G_GAN: 4.038 G_L1: 3.319 D_real: 0.123 D_fake: 0.047 +(epoch: 22, iters: 34264, time: 0.287, data: 0.017) G_GAN: 1.724 G_L1: 4.110 D_real: 1.449 D_fake: 0.054 +(epoch: 22, iters: 34364, time: 0.297, data: 0.021) G_GAN: 2.564 G_L1: 3.031 D_real: 0.261 D_fake: 0.063 +(epoch: 22, iters: 34464, time: 0.393, data: 0.016) G_GAN: 5.169 G_L1: 4.386 D_real: 0.828 D_fake: 0.066 +(epoch: 22, iters: 34564, time: 0.304, data: 0.018) G_GAN: 5.397 G_L1: 4.637 D_real: 0.204 D_fake: 0.040 +(epoch: 22, iters: 34664, time: 0.304, data: 0.017) G_GAN: 6.003 G_L1: 3.907 D_real: 0.076 D_fake: 0.011 +(epoch: 22, iters: 34764, time: 0.298, data: 0.020) G_GAN: 4.829 G_L1: 3.827 D_real: 0.123 D_fake: 0.034 +(epoch: 22, iters: 34864, time: 0.416, data: 0.017) G_GAN: 3.558 G_L1: 4.557 D_real: 0.037 D_fake: 0.376 +(epoch: 22, iters: 34964, time: 0.296, data: 0.022) G_GAN: 3.312 G_L1: 5.361 D_real: 0.177 D_fake: 0.138 +(epoch: 22, iters: 35064, time: 0.286, data: 0.017) G_GAN: 4.897 G_L1: 5.034 D_real: 0.059 D_fake: 0.187 +(epoch: 22, iters: 35164, time: 0.283, data: 0.015) G_GAN: 4.948 G_L1: 4.421 D_real: 0.067 D_fake: 0.873 +(epoch: 22, iters: 35264, time: 0.386, data: 0.018) G_GAN: 3.124 G_L1: 5.767 D_real: 0.333 D_fake: 0.181 +(epoch: 22, iters: 35364, time: 0.299, data: 0.018) G_GAN: 6.370 G_L1: 3.265 D_real: 0.053 D_fake: 0.037 +(epoch: 22, iters: 35464, time: 0.300, data: 0.021) G_GAN: 6.575 G_L1: 6.128 D_real: 0.023 D_fake: 0.026 +(epoch: 22, iters: 35564, time: 0.293, data: 0.017) G_GAN: 4.866 G_L1: 4.205 D_real: 0.062 D_fake: 0.032 +(epoch: 22, iters: 35664, time: 0.543, data: 0.021) G_GAN: 3.986 G_L1: 3.530 D_real: 0.041 D_fake: 0.176 +(epoch: 22, iters: 35764, time: 0.293, data: 0.019) G_GAN: 5.348 G_L1: 5.039 D_real: 0.317 D_fake: 0.012 +(epoch: 22, iters: 35864, time: 0.296, data: 0.020) G_GAN: 2.255 G_L1: 2.454 D_real: 1.258 D_fake: 0.146 +(epoch: 22, iters: 35964, time: 0.288, data: 0.017) G_GAN: 3.780 G_L1: 3.356 D_real: 0.098 D_fake: 0.224 +(epoch: 22, iters: 36064, time: 0.415, data: 0.017) G_GAN: 4.006 G_L1: 4.951 D_real: 0.238 D_fake: 0.282 +(epoch: 22, iters: 36164, time: 0.298, data: 0.019) G_GAN: 3.779 G_L1: 2.838 D_real: 0.030 D_fake: 0.155 +(epoch: 22, iters: 36264, time: 0.299, data: 0.017) G_GAN: 3.563 G_L1: 2.897 D_real: 0.357 D_fake: 0.636 +(epoch: 22, iters: 36364, time: 0.297, data: 0.017) G_GAN: 5.741 G_L1: 6.184 D_real: 0.001 D_fake: 0.124 +(epoch: 22, iters: 36464, time: 0.407, data: 0.017) G_GAN: 4.684 G_L1: 4.151 D_real: 0.110 D_fake: 0.070 +(epoch: 22, iters: 36564, time: 0.306, data: 0.019) G_GAN: 5.874 G_L1: 4.854 D_real: 0.131 D_fake: 0.074 +(epoch: 22, iters: 36664, time: 0.289, data: 0.019) G_GAN: 5.058 G_L1: 6.174 D_real: 0.005 D_fake: 0.110 +(epoch: 22, iters: 36764, time: 0.271, data: 0.018) G_GAN: 4.281 G_L1: 6.389 D_real: 0.047 D_fake: 0.651 +(epoch: 22, iters: 36864, time: 0.395, data: 0.014) G_GAN: 3.337 G_L1: 3.431 D_real: 0.019 D_fake: 0.507 +(epoch: 22, iters: 36964, time: 0.290, data: 0.018) G_GAN: 3.388 G_L1: 2.299 D_real: 0.120 D_fake: 0.165 +(epoch: 22, iters: 37064, time: 0.308, data: 0.021) G_GAN: 2.706 G_L1: 3.366 D_real: 0.161 D_fake: 0.167 +(epoch: 22, iters: 37164, time: 0.303, data: 0.023) G_GAN: 6.944 G_L1: 4.526 D_real: 0.182 D_fake: 0.324 +(epoch: 22, iters: 37264, time: 0.399, data: 0.018) G_GAN: 4.959 G_L1: 4.191 D_real: 0.007 D_fake: 0.405 +(epoch: 22, iters: 37364, time: 0.281, data: 0.018) G_GAN: 2.661 G_L1: 3.442 D_real: 0.604 D_fake: 0.499 +(epoch: 22, iters: 37464, time: 0.305, data: 0.016) G_GAN: 3.411 G_L1: 3.099 D_real: 0.043 D_fake: 0.093 +(epoch: 22, iters: 37564, time: 0.299, data: 0.018) G_GAN: 3.195 G_L1: 4.577 D_real: 0.028 D_fake: 0.154 +(epoch: 22, iters: 37664, time: 0.519, data: 0.018) G_GAN: 4.133 G_L1: 3.005 D_real: 0.142 D_fake: 0.036 +(epoch: 22, iters: 37764, time: 0.292, data: 0.022) G_GAN: 4.629 G_L1: 4.268 D_real: 0.020 D_fake: 0.040 +(epoch: 22, iters: 37864, time: 0.297, data: 0.017) G_GAN: 3.925 G_L1: 5.477 D_real: 0.841 D_fake: 0.104 +(epoch: 22, iters: 37964, time: 0.303, data: 0.019) G_GAN: 4.630 G_L1: 3.741 D_real: 0.098 D_fake: 0.108 +(epoch: 22, iters: 38064, time: 0.375, data: 0.018) G_GAN: 2.729 G_L1: 4.007 D_real: 0.058 D_fake: 0.149 +(epoch: 22, iters: 38164, time: 0.298, data: 0.018) G_GAN: 3.589 G_L1: 3.084 D_real: 0.170 D_fake: 0.052 +(epoch: 22, iters: 38264, time: 0.296, data: 0.017) G_GAN: 3.568 G_L1: 3.621 D_real: 0.191 D_fake: 0.180 +(epoch: 22, iters: 38364, time: 0.288, data: 0.021) G_GAN: 3.573 G_L1: 3.483 D_real: 0.829 D_fake: 0.019 +(epoch: 22, iters: 38464, time: 0.404, data: 0.017) G_GAN: 3.655 G_L1: 3.079 D_real: 0.105 D_fake: 0.138 +(epoch: 22, iters: 38564, time: 0.299, data: 0.017) G_GAN: 4.716 G_L1: 4.074 D_real: 0.011 D_fake: 0.106 +(epoch: 22, iters: 38664, time: 0.307, data: 0.017) G_GAN: 4.653 G_L1: 3.909 D_real: 0.060 D_fake: 0.096 +(epoch: 22, iters: 38764, time: 0.300, data: 0.018) G_GAN: 3.755 G_L1: 3.123 D_real: 0.021 D_fake: 0.134 +(epoch: 22, iters: 38864, time: 0.412, data: 0.019) G_GAN: 4.627 G_L1: 3.943 D_real: 0.156 D_fake: 0.018 +(epoch: 22, iters: 38964, time: 0.302, data: 0.019) G_GAN: 3.191 G_L1: 3.755 D_real: 0.031 D_fake: 0.265 +(epoch: 22, iters: 39064, time: 0.295, data: 0.017) G_GAN: 5.717 G_L1: 4.685 D_real: 0.011 D_fake: 0.104 +(epoch: 22, iters: 39164, time: 0.299, data: 0.016) G_GAN: 7.093 G_L1: 6.954 D_real: 0.260 D_fake: 0.009 +(epoch: 22, iters: 39264, time: 0.409, data: 0.016) G_GAN: 6.170 G_L1: 6.458 D_real: 0.208 D_fake: 0.053 +(epoch: 22, iters: 39364, time: 0.297, data: 0.018) G_GAN: 6.103 G_L1: 3.662 D_real: 0.147 D_fake: 0.010 +(epoch: 22, iters: 39464, time: 0.301, data: 0.017) G_GAN: 4.068 G_L1: 3.808 D_real: 0.059 D_fake: 0.717 +(epoch: 22, iters: 39564, time: 0.295, data: 0.017) G_GAN: 3.589 G_L1: 5.078 D_real: 0.079 D_fake: 0.053 +(epoch: 22, iters: 39664, time: 0.556, data: 0.022) G_GAN: 4.716 G_L1: 3.083 D_real: 0.829 D_fake: 0.042 +(epoch: 22, iters: 39764, time: 0.302, data: 0.019) G_GAN: 4.700 G_L1: 4.001 D_real: 0.259 D_fake: 0.022 +(epoch: 22, iters: 39864, time: 0.300, data: 0.022) G_GAN: 8.408 G_L1: 7.010 D_real: 0.169 D_fake: 0.002 +(epoch: 22, iters: 39964, time: 0.294, data: 0.021) G_GAN: 5.077 G_L1: 3.578 D_real: 0.043 D_fake: 0.110 +(epoch: 22, iters: 40064, time: 0.414, data: 0.020) G_GAN: 6.073 G_L1: 13.915 D_real: 0.012 D_fake: 0.076 +(epoch: 22, iters: 40164, time: 0.301, data: 0.021) G_GAN: 4.714 G_L1: 6.965 D_real: 0.004 D_fake: 0.034 +(epoch: 22, iters: 40264, time: 0.299, data: 0.018) G_GAN: 5.158 G_L1: 5.904 D_real: 0.009 D_fake: 0.058 +(epoch: 22, iters: 40364, time: 0.304, data: 0.021) G_GAN: 4.779 G_L1: 3.853 D_real: 0.004 D_fake: 0.084 +(epoch: 22, iters: 40464, time: 0.422, data: 0.022) G_GAN: 3.791 G_L1: 3.720 D_real: 0.027 D_fake: 0.450 +(epoch: 22, iters: 40564, time: 0.303, data: 0.022) G_GAN: 3.533 G_L1: 3.914 D_real: 0.193 D_fake: 0.211 +(epoch: 22, iters: 40664, time: 0.305, data: 0.018) G_GAN: 5.009 G_L1: 5.680 D_real: 0.010 D_fake: 0.096 +(epoch: 22, iters: 40764, time: 0.301, data: 0.019) G_GAN: 5.296 G_L1: 3.429 D_real: 0.053 D_fake: 0.127 +(epoch: 22, iters: 40864, time: 0.424, data: 0.019) G_GAN: 4.297 G_L1: 4.671 D_real: 0.252 D_fake: 0.431 +(epoch: 22, iters: 40964, time: 0.298, data: 0.020) G_GAN: 1.947 G_L1: 3.111 D_real: 0.416 D_fake: 0.286 +(epoch: 22, iters: 41064, time: 0.302, data: 0.021) G_GAN: 3.382 G_L1: 3.823 D_real: 0.134 D_fake: 0.116 +(epoch: 22, iters: 41164, time: 0.302, data: 0.019) G_GAN: 7.030 G_L1: 3.974 D_real: 0.077 D_fake: 0.013 +(epoch: 22, iters: 41264, time: 0.429, data: 0.023) G_GAN: 2.201 G_L1: 2.776 D_real: 0.377 D_fake: 0.117 +(epoch: 22, iters: 41364, time: 0.300, data: 0.020) G_GAN: 2.793 G_L1: 3.184 D_real: 0.863 D_fake: 0.158 +(epoch: 22, iters: 41464, time: 0.303, data: 0.022) G_GAN: 4.110 G_L1: 3.198 D_real: 0.118 D_fake: 0.116 +(epoch: 22, iters: 41564, time: 0.298, data: 0.021) G_GAN: 5.094 G_L1: 4.043 D_real: 0.013 D_fake: 0.339 +(epoch: 22, iters: 41664, time: 0.542, data: 0.019) G_GAN: 4.665 G_L1: 3.613 D_real: 0.035 D_fake: 0.160 +(epoch: 22, iters: 41764, time: 0.295, data: 0.017) G_GAN: 4.115 G_L1: 5.623 D_real: 0.027 D_fake: 0.120 +(epoch: 22, iters: 41864, time: 0.305, data: 0.020) G_GAN: 4.450 G_L1: 2.727 D_real: 0.016 D_fake: 0.113 +(epoch: 22, iters: 41964, time: 0.300, data: 0.024) G_GAN: 6.363 G_L1: 3.730 D_real: 0.326 D_fake: 0.003 +(epoch: 22, iters: 42064, time: 0.417, data: 0.018) G_GAN: 3.663 G_L1: 4.408 D_real: 0.004 D_fake: 0.077 +(epoch: 22, iters: 42164, time: 0.291, data: 0.019) G_GAN: 4.160 G_L1: 4.246 D_real: 0.013 D_fake: 0.143 +(epoch: 22, iters: 42264, time: 0.303, data: 0.018) G_GAN: 6.426 G_L1: 7.133 D_real: 0.253 D_fake: 0.012 +(epoch: 22, iters: 42364, time: 0.305, data: 0.018) G_GAN: 4.073 G_L1: 3.647 D_real: 0.207 D_fake: 0.107 +(epoch: 22, iters: 42464, time: 0.432, data: 0.021) G_GAN: 2.038 G_L1: 3.340 D_real: 0.249 D_fake: 0.439 +(epoch: 22, iters: 42564, time: 0.301, data: 0.019) G_GAN: 3.378 G_L1: 2.704 D_real: 0.035 D_fake: 0.546 +(epoch: 22, iters: 42664, time: 0.305, data: 0.019) G_GAN: 13.880 G_L1: 4.205 D_real: 0.108 D_fake: 0.000 +(epoch: 22, iters: 42764, time: 0.295, data: 0.022) G_GAN: 6.996 G_L1: 6.818 D_real: 0.008 D_fake: 0.118 +(epoch: 22, iters: 42864, time: 0.386, data: 0.021) G_GAN: 11.015 G_L1: 8.822 D_real: 0.007 D_fake: 0.290 +(epoch: 22, iters: 42964, time: 0.303, data: 0.020) G_GAN: 8.028 G_L1: 7.620 D_real: 0.019 D_fake: 0.046 +(epoch: 22, iters: 43064, time: 0.278, data: 0.017) G_GAN: 8.400 G_L1: 9.894 D_real: 0.000 D_fake: 0.017 +(epoch: 22, iters: 43164, time: 0.303, data: 0.016) G_GAN: 11.385 G_L1: 6.100 D_real: 0.000 D_fake: 0.006 +(epoch: 22, iters: 43264, time: 0.417, data: 0.018) G_GAN: 10.684 G_L1: 8.545 D_real: 0.000 D_fake: 0.015 +(epoch: 22, iters: 43364, time: 0.299, data: 0.019) G_GAN: 13.086 G_L1: 14.447 D_real: 0.000 D_fake: 0.082 +(epoch: 22, iters: 43464, time: 0.303, data: 0.019) G_GAN: 7.928 G_L1: 7.326 D_real: 0.001 D_fake: 0.066 +(epoch: 22, iters: 43564, time: 0.303, data: 0.017) G_GAN: 8.053 G_L1: 7.954 D_real: 0.004 D_fake: 0.095 +(epoch: 22, iters: 43664, time: 0.515, data: 0.022) G_GAN: 9.036 G_L1: 7.443 D_real: 0.000 D_fake: 0.003 +(epoch: 22, iters: 43764, time: 0.289, data: 0.019) G_GAN: 8.066 G_L1: 5.776 D_real: 0.000 D_fake: 0.021 +(epoch: 22, iters: 43864, time: 0.300, data: 0.017) G_GAN: 9.826 G_L1: 7.483 D_real: 0.002 D_fake: 0.002 +(epoch: 22, iters: 43964, time: 0.305, data: 0.018) G_GAN: 7.158 G_L1: 10.080 D_real: 0.013 D_fake: 0.029 +(epoch: 22, iters: 44064, time: 0.387, data: 0.019) G_GAN: 10.276 G_L1: 5.940 D_real: 0.010 D_fake: 0.003 +(epoch: 22, iters: 44164, time: 0.285, data: 0.019) G_GAN: 7.242 G_L1: 6.861 D_real: 0.000 D_fake: 0.013 +(epoch: 22, iters: 44264, time: 0.303, data: 0.022) G_GAN: 7.321 G_L1: 8.974 D_real: 0.000 D_fake: 0.034 +(epoch: 22, iters: 44364, time: 0.296, data: 0.017) G_GAN: 8.123 G_L1: 7.450 D_real: 0.000 D_fake: 0.023 +(epoch: 22, iters: 44464, time: 0.409, data: 0.022) G_GAN: 8.821 G_L1: 9.444 D_real: 0.000 D_fake: 0.010 +(epoch: 22, iters: 44564, time: 0.294, data: 0.019) G_GAN: 10.157 G_L1: 6.175 D_real: 0.000 D_fake: 0.016 +(epoch: 22, iters: 44664, time: 0.306, data: 0.017) G_GAN: 14.709 G_L1: 7.949 D_real: 0.002 D_fake: 0.011 +(epoch: 22, iters: 44764, time: 0.302, data: 0.019) G_GAN: 9.507 G_L1: 9.773 D_real: 0.000 D_fake: 0.004 +(epoch: 22, iters: 44864, time: 0.399, data: 0.022) G_GAN: 6.532 G_L1: 8.058 D_real: 0.004 D_fake: 0.026 +(epoch: 22, iters: 44964, time: 0.301, data: 0.019) G_GAN: 7.572 G_L1: 7.446 D_real: 0.007 D_fake: 0.014 +(epoch: 22, iters: 45064, time: 0.302, data: 0.018) G_GAN: 9.858 G_L1: 7.418 D_real: 0.015 D_fake: 0.017 +(epoch: 22, iters: 45164, time: 0.294, data: 0.016) G_GAN: 37.834 G_L1: 9.182 D_real: 0.007 D_fake: 2.545 +(epoch: 22, iters: 45264, time: 0.409, data: 0.017) G_GAN: 10.217 G_L1: 8.635 D_real: 0.000 D_fake: 0.012 +(epoch: 22, iters: 45364, time: 0.303, data: 0.019) G_GAN: 9.766 G_L1: 6.228 D_real: 0.002 D_fake: 0.006 +(epoch: 22, iters: 45464, time: 0.303, data: 0.018) G_GAN: 8.082 G_L1: 8.631 D_real: 0.000 D_fake: 0.014 +(epoch: 22, iters: 45564, time: 0.301, data: 0.019) G_GAN: 9.171 G_L1: 8.943 D_real: 0.000 D_fake: 0.004 +(epoch: 22, iters: 45664, time: 0.536, data: 0.017) G_GAN: 7.461 G_L1: 6.484 D_real: 0.000 D_fake: 0.027 +(epoch: 22, iters: 45764, time: 0.297, data: 0.016) G_GAN: 8.431 G_L1: 10.973 D_real: 0.004 D_fake: 0.012 +(epoch: 22, iters: 45864, time: 0.301, data: 0.018) G_GAN: 9.569 G_L1: 8.423 D_real: 0.000 D_fake: 0.116 +(epoch: 22, iters: 45964, time: 0.302, data: 0.018) G_GAN: 12.710 G_L1: 5.278 D_real: 0.000 D_fake: 0.002 +(epoch: 22, iters: 46064, time: 0.395, data: 0.017) G_GAN: 9.028 G_L1: 10.991 D_real: 0.000 D_fake: 0.015 +(epoch: 22, iters: 46164, time: 0.298, data: 0.017) G_GAN: 16.016 G_L1: 7.594 D_real: 0.032 D_fake: 0.005 +(epoch: 22, iters: 46264, time: 0.283, data: 0.019) G_GAN: 7.799 G_L1: 5.851 D_real: 0.085 D_fake: 0.158 +(epoch: 22, iters: 46364, time: 0.295, data: 0.015) G_GAN: 6.489 G_L1: 4.915 D_real: 0.001 D_fake: 0.674 +(epoch: 22, iters: 46464, time: 0.418, data: 0.015) G_GAN: 4.166 G_L1: 5.870 D_real: 0.005 D_fake: 0.482 +(epoch: 22, iters: 46564, time: 0.301, data: 0.019) G_GAN: 6.211 G_L1: 5.126 D_real: 0.000 D_fake: 0.037 +(epoch: 22, iters: 46664, time: 0.304, data: 0.017) G_GAN: 5.769 G_L1: 4.195 D_real: 0.000 D_fake: 0.032 +(epoch: 22, iters: 46764, time: 0.302, data: 0.023) G_GAN: 5.631 G_L1: 4.465 D_real: 0.004 D_fake: 0.186 +(epoch: 22, iters: 46864, time: 0.426, data: 0.017) G_GAN: 7.408 G_L1: 4.364 D_real: 0.022 D_fake: 0.045 +(epoch: 22, iters: 46964, time: 0.303, data: 0.019) G_GAN: 8.302 G_L1: 4.426 D_real: 0.004 D_fake: 0.011 +(epoch: 22, iters: 47064, time: 0.302, data: 0.017) G_GAN: 4.979 G_L1: 5.204 D_real: 0.000 D_fake: 0.070 +(epoch: 22, iters: 47164, time: 0.300, data: 0.018) G_GAN: 5.716 G_L1: 7.004 D_real: 0.004 D_fake: 0.021 +(epoch: 22, iters: 47264, time: 0.423, data: 0.018) G_GAN: 4.344 G_L1: 5.081 D_real: 0.000 D_fake: 0.243 +(epoch: 22, iters: 47364, time: 0.298, data: 0.020) G_GAN: 5.309 G_L1: 4.803 D_real: 0.009 D_fake: 0.078 +(epoch: 22, iters: 47464, time: 0.295, data: 0.018) G_GAN: 4.513 G_L1: 5.385 D_real: 0.005 D_fake: 0.171 +(epoch: 22, iters: 47564, time: 0.297, data: 0.021) G_GAN: 4.819 G_L1: 9.715 D_real: 0.001 D_fake: 0.142 +(epoch: 22, iters: 47664, time: 0.572, data: 0.017) G_GAN: 3.842 G_L1: 8.446 D_real: 0.000 D_fake: 0.194 +(epoch: 22, iters: 47764, time: 0.290, data: 0.022) G_GAN: 5.853 G_L1: 6.327 D_real: 0.000 D_fake: 0.155 +(epoch: 22, iters: 47864, time: 0.288, data: 0.020) G_GAN: 4.242 G_L1: 5.093 D_real: 0.003 D_fake: 0.131 +(epoch: 22, iters: 47964, time: 0.303, data: 0.021) G_GAN: 2.973 G_L1: 4.593 D_real: 0.000 D_fake: 0.157 +(epoch: 22, iters: 48064, time: 0.396, data: 0.019) G_GAN: 6.699 G_L1: 5.205 D_real: 0.041 D_fake: 0.041 +(epoch: 22, iters: 48164, time: 0.307, data: 0.021) G_GAN: 5.889 G_L1: 4.759 D_real: 0.000 D_fake: 0.060 +(epoch: 22, iters: 48264, time: 0.289, data: 0.019) G_GAN: 5.916 G_L1: 5.004 D_real: 0.000 D_fake: 0.099 +(epoch: 22, iters: 48364, time: 0.308, data: 0.018) G_GAN: 4.112 G_L1: 5.743 D_real: 0.000 D_fake: 0.060 +(epoch: 22, iters: 48464, time: 0.428, data: 0.018) G_GAN: 4.075 G_L1: 5.558 D_real: 0.185 D_fake: 0.274 +(epoch: 22, iters: 48564, time: 0.296, data: 0.018) G_GAN: 6.060 G_L1: 5.403 D_real: 0.076 D_fake: 0.028 +(epoch: 22, iters: 48664, time: 0.304, data: 0.017) G_GAN: 3.093 G_L1: 2.799 D_real: 0.101 D_fake: 0.166 +(epoch: 22, iters: 48764, time: 0.292, data: 0.020) G_GAN: 6.859 G_L1: 5.561 D_real: 0.041 D_fake: 0.060 +(epoch: 22, iters: 48864, time: 0.405, data: 0.017) G_GAN: 3.590 G_L1: 7.806 D_real: 0.048 D_fake: 0.207 +(epoch: 22, iters: 48964, time: 0.296, data: 0.017) G_GAN: 7.405 G_L1: 4.627 D_real: 0.002 D_fake: 0.522 +(epoch: 22, iters: 49064, time: 0.312, data: 0.021) G_GAN: 5.724 G_L1: 3.785 D_real: 0.000 D_fake: 0.135 +(epoch: 22, iters: 49164, time: 0.304, data: 0.019) G_GAN: 3.500 G_L1: 5.779 D_real: 0.000 D_fake: 0.169 +(epoch: 22, iters: 49264, time: 0.418, data: 0.018) G_GAN: 3.484 G_L1: 4.373 D_real: 0.005 D_fake: 0.016 +(epoch: 22, iters: 49364, time: 0.306, data: 0.018) G_GAN: 4.365 G_L1: 5.033 D_real: 0.002 D_fake: 0.225 +(epoch: 22, iters: 49464, time: 0.285, data: 0.017) G_GAN: 3.894 G_L1: 4.700 D_real: 0.000 D_fake: 0.145 +(epoch: 22, iters: 49564, time: 0.293, data: 0.021) G_GAN: 3.493 G_L1: 6.357 D_real: 0.000 D_fake: 0.078 +(epoch: 22, iters: 49664, time: 0.509, data: 0.017) G_GAN: 7.114 G_L1: 5.022 D_real: 0.000 D_fake: 0.007 +(epoch: 22, iters: 49764, time: 0.297, data: 0.020) G_GAN: 4.862 G_L1: 4.393 D_real: 0.003 D_fake: 0.026 +(epoch: 22, iters: 49864, time: 0.299, data: 0.015) G_GAN: 3.344 G_L1: 4.572 D_real: 0.009 D_fake: 0.328 +(epoch: 22, iters: 49964, time: 0.286, data: 0.017) G_GAN: 4.869 G_L1: 4.636 D_real: 0.000 D_fake: 0.133 +(epoch: 22, iters: 50064, time: 0.395, data: 0.015) G_GAN: 5.004 G_L1: 5.411 D_real: 0.000 D_fake: 0.216 +(epoch: 22, iters: 50164, time: 0.283, data: 0.022) G_GAN: 7.661 G_L1: 6.096 D_real: 0.000 D_fake: 0.096 +(epoch: 22, iters: 50264, time: 0.287, data: 0.013) G_GAN: 4.958 G_L1: 4.272 D_real: 0.009 D_fake: 0.049 +(epoch: 22, iters: 50364, time: 0.295, data: 0.017) G_GAN: 6.248 G_L1: 9.391 D_real: 0.000 D_fake: 0.148 +(epoch: 22, iters: 50464, time: 0.416, data: 0.017) G_GAN: 2.587 G_L1: 5.745 D_real: 0.001 D_fake: 0.376 +(epoch: 22, iters: 50564, time: 0.286, data: 0.019) G_GAN: 4.642 G_L1: 7.254 D_real: 0.004 D_fake: 0.826 +(epoch: 22, iters: 50664, time: 0.290, data: 0.019) G_GAN: 3.664 G_L1: 4.424 D_real: 0.000 D_fake: 0.174 +(epoch: 22, iters: 50764, time: 0.299, data: 0.017) G_GAN: 4.559 G_L1: 4.278 D_real: 0.030 D_fake: 0.025 +(epoch: 22, iters: 50864, time: 0.410, data: 0.018) G_GAN: 5.635 G_L1: 4.765 D_real: 0.000 D_fake: 0.208 +(epoch: 22, iters: 50964, time: 0.287, data: 0.018) G_GAN: 6.715 G_L1: 6.332 D_real: 0.001 D_fake: 0.044 +(epoch: 22, iters: 51064, time: 0.293, data: 0.016) G_GAN: 6.192 G_L1: 5.908 D_real: 0.000 D_fake: 0.023 +(epoch: 22, iters: 51164, time: 0.295, data: 0.018) G_GAN: 3.510 G_L1: 3.824 D_real: 0.000 D_fake: 0.115 +(epoch: 22, iters: 51264, time: 0.402, data: 0.021) G_GAN: 6.783 G_L1: 5.085 D_real: 0.012 D_fake: 1.082 +(epoch: 22, iters: 51364, time: 0.286, data: 0.016) G_GAN: 4.329 G_L1: 4.737 D_real: 0.006 D_fake: 0.150 +(epoch: 22, iters: 51464, time: 0.301, data: 0.019) G_GAN: 4.445 G_L1: 10.240 D_real: 0.000 D_fake: 0.159 +(epoch: 22, iters: 51564, time: 0.293, data: 0.029) G_GAN: 5.351 G_L1: 5.125 D_real: 0.000 D_fake: 0.062 +(epoch: 22, iters: 51664, time: 0.569, data: 0.016) G_GAN: 9.069 G_L1: 7.604 D_real: 0.002 D_fake: 0.050 +(epoch: 22, iters: 51764, time: 0.294, data: 0.019) G_GAN: 4.466 G_L1: 7.103 D_real: 0.015 D_fake: 0.441 +(epoch: 22, iters: 51864, time: 0.284, data: 0.020) G_GAN: 3.808 G_L1: 4.487 D_real: 0.000 D_fake: 0.613 +(epoch: 22, iters: 51964, time: 0.290, data: 0.013) G_GAN: 2.811 G_L1: 4.843 D_real: 0.001 D_fake: 0.955 +(epoch: 22, iters: 52064, time: 0.407, data: 0.014) G_GAN: 5.229 G_L1: 5.767 D_real: 0.007 D_fake: 0.321 +(epoch: 22, iters: 52164, time: 0.302, data: 0.016) G_GAN: 2.975 G_L1: 5.068 D_real: 0.000 D_fake: 0.397 +(epoch: 22, iters: 52264, time: 0.293, data: 0.020) G_GAN: 3.387 G_L1: 5.661 D_real: 0.000 D_fake: 0.760 +(epoch: 22, iters: 52364, time: 0.294, data: 0.016) G_GAN: 5.058 G_L1: 7.139 D_real: 0.000 D_fake: 0.009 +(epoch: 22, iters: 52464, time: 0.381, data: 0.015) G_GAN: 2.791 G_L1: 5.453 D_real: 0.000 D_fake: 0.153 +(epoch: 22, iters: 52564, time: 0.283, data: 0.017) G_GAN: 6.345 G_L1: 4.676 D_real: 0.002 D_fake: 0.878 +(epoch: 22, iters: 52664, time: 0.293, data: 0.017) G_GAN: 5.817 G_L1: 4.056 D_real: 0.000 D_fake: 0.222 +(epoch: 22, iters: 52764, time: 0.288, data: 0.016) G_GAN: 1.685 G_L1: 4.311 D_real: 0.055 D_fake: 0.397 +(epoch: 22, iters: 52864, time: 0.397, data: 0.015) G_GAN: 3.133 G_L1: 5.304 D_real: 0.001 D_fake: 0.679 +(epoch: 22, iters: 52964, time: 0.289, data: 0.016) G_GAN: 4.727 G_L1: 4.039 D_real: 0.000 D_fake: 0.073 +(epoch: 22, iters: 53064, time: 0.272, data: 0.016) G_GAN: 3.400 G_L1: 4.773 D_real: 0.000 D_fake: 0.159 +(epoch: 22, iters: 53164, time: 0.298, data: 0.015) G_GAN: 5.071 G_L1: 6.259 D_real: 0.001 D_fake: 0.157 +(epoch: 22, iters: 53264, time: 0.397, data: 0.018) G_GAN: 2.260 G_L1: 6.624 D_real: 0.000 D_fake: 0.238 +(epoch: 22, iters: 53364, time: 0.298, data: 0.020) G_GAN: 3.194 G_L1: 4.811 D_real: 0.003 D_fake: 0.132 +(epoch: 22, iters: 53464, time: 0.298, data: 0.017) G_GAN: 2.660 G_L1: 4.133 D_real: 0.001 D_fake: 0.772 +(epoch: 22, iters: 53564, time: 0.288, data: 0.017) G_GAN: 4.033 G_L1: 4.165 D_real: 0.001 D_fake: 0.104 +(epoch: 22, iters: 53664, time: 0.548, data: 0.016) G_GAN: 3.709 G_L1: 4.737 D_real: 0.008 D_fake: 0.652 +(epoch: 22, iters: 53764, time: 0.287, data: 0.017) G_GAN: 3.075 G_L1: 3.337 D_real: 0.110 D_fake: 0.179 +(epoch: 22, iters: 53864, time: 0.295, data: 0.016) G_GAN: 2.066 G_L1: 4.197 D_real: 0.001 D_fake: 0.198 +(epoch: 22, iters: 53964, time: 0.297, data: 0.016) G_GAN: 3.065 G_L1: 5.336 D_real: 0.003 D_fake: 0.367 +(epoch: 22, iters: 54064, time: 0.404, data: 0.016) G_GAN: 2.786 G_L1: 5.876 D_real: 0.002 D_fake: 0.094 +(epoch: 22, iters: 54164, time: 0.292, data: 0.016) G_GAN: 1.644 G_L1: 4.231 D_real: 0.000 D_fake: 0.124 +(epoch: 22, iters: 54264, time: 0.290, data: 0.016) G_GAN: 2.721 G_L1: 4.812 D_real: 0.000 D_fake: 1.059 +(epoch: 22, iters: 54364, time: 0.285, data: 0.016) G_GAN: 1.773 G_L1: 4.253 D_real: 0.009 D_fake: 0.411 +(epoch: 22, iters: 54464, time: 0.413, data: 0.016) G_GAN: 3.847 G_L1: 11.259 D_real: 0.000 D_fake: 0.207 +(epoch: 22, iters: 54564, time: 0.283, data: 0.017) G_GAN: 3.545 G_L1: 4.415 D_real: 0.000 D_fake: 0.335 +(epoch: 22, iters: 54664, time: 0.271, data: 0.015) G_GAN: 2.668 G_L1: 6.727 D_real: 0.000 D_fake: 1.116 +(epoch: 22, iters: 54764, time: 0.301, data: 0.018) G_GAN: 3.549 G_L1: 5.526 D_real: 0.036 D_fake: 0.232 +(epoch: 22, iters: 54864, time: 0.420, data: 0.019) G_GAN: 3.455 G_L1: 4.598 D_real: 0.000 D_fake: 0.945 +(epoch: 22, iters: 54964, time: 0.287, data: 0.017) G_GAN: 1.733 G_L1: 4.774 D_real: 0.000 D_fake: 1.510 +(epoch: 22, iters: 55064, time: 0.307, data: 0.021) G_GAN: 1.815 G_L1: 4.731 D_real: 0.000 D_fake: 0.407 +(epoch: 22, iters: 55164, time: 0.298, data: 0.019) G_GAN: 2.801 G_L1: 3.593 D_real: 0.000 D_fake: 0.631 +(epoch: 22, iters: 55264, time: 0.424, data: 0.016) G_GAN: 2.629 G_L1: 5.081 D_real: 0.001 D_fake: 0.545 +(epoch: 22, iters: 55364, time: 0.304, data: 0.019) G_GAN: 3.047 G_L1: 7.794 D_real: 0.001 D_fake: 0.650 +(epoch: 22, iters: 55464, time: 0.296, data: 0.019) G_GAN: 2.415 G_L1: 5.386 D_real: 0.000 D_fake: 0.488 +(epoch: 22, iters: 55564, time: 0.291, data: 0.017) G_GAN: 2.621 G_L1: 4.961 D_real: 0.000 D_fake: 0.306 +(epoch: 22, iters: 55664, time: 0.558, data: 0.017) G_GAN: 2.302 G_L1: 5.101 D_real: 0.019 D_fake: 0.649 +(epoch: 22, iters: 55764, time: 0.304, data: 0.018) G_GAN: 2.609 G_L1: 5.089 D_real: 0.000 D_fake: 0.356 +(epoch: 22, iters: 55864, time: 0.275, data: 0.018) G_GAN: 2.666 G_L1: 4.402 D_real: 0.002 D_fake: 0.325 +(epoch: 22, iters: 55964, time: 0.306, data: 0.017) G_GAN: 1.974 G_L1: 3.915 D_real: 0.001 D_fake: 0.412 +(epoch: 22, iters: 56064, time: 0.419, data: 0.020) G_GAN: 4.216 G_L1: 4.839 D_real: 0.001 D_fake: 0.137 +(epoch: 22, iters: 56164, time: 0.301, data: 0.019) G_GAN: 2.430 G_L1: 3.482 D_real: 0.010 D_fake: 0.743 +(epoch: 22, iters: 56264, time: 0.284, data: 0.020) G_GAN: 2.541 G_L1: 3.882 D_real: 0.004 D_fake: 0.331 +(epoch: 22, iters: 56364, time: 0.302, data: 0.017) G_GAN: 2.655 G_L1: 8.803 D_real: 0.000 D_fake: 0.714 +(epoch: 22, iters: 56464, time: 0.422, data: 0.021) G_GAN: 2.936 G_L1: 4.393 D_real: 0.003 D_fake: 0.492 +(epoch: 22, iters: 56564, time: 0.300, data: 0.019) G_GAN: 2.451 G_L1: 6.138 D_real: 0.002 D_fake: 0.285 +(epoch: 22, iters: 56664, time: 0.295, data: 0.018) G_GAN: 1.589 G_L1: 3.906 D_real: 0.000 D_fake: 0.399 +(epoch: 22, iters: 56764, time: 0.293, data: 0.018) G_GAN: 2.640 G_L1: 3.839 D_real: 0.002 D_fake: 0.520 +(epoch: 22, iters: 56864, time: 0.389, data: 0.021) G_GAN: 3.482 G_L1: 4.446 D_real: 0.057 D_fake: 0.677 +(epoch: 22, iters: 56964, time: 0.306, data: 0.018) G_GAN: 2.097 G_L1: 3.825 D_real: 0.001 D_fake: 0.204 +(epoch: 22, iters: 57064, time: 0.295, data: 0.023) G_GAN: 2.892 G_L1: 5.484 D_real: 0.000 D_fake: 1.702 +(epoch: 22, iters: 57164, time: 0.304, data: 0.018) G_GAN: 2.307 G_L1: 5.615 D_real: 0.017 D_fake: 0.289 +(epoch: 22, iters: 57264, time: 0.425, data: 0.017) G_GAN: 2.335 G_L1: 4.364 D_real: 0.009 D_fake: 0.183 +(epoch: 22, iters: 57364, time: 0.305, data: 0.019) G_GAN: 1.392 G_L1: 4.096 D_real: 0.001 D_fake: 0.905 +(epoch: 22, iters: 57464, time: 0.307, data: 0.018) G_GAN: 3.147 G_L1: 4.749 D_real: 0.000 D_fake: 0.189 +(epoch: 22, iters: 57564, time: 0.295, data: 0.019) G_GAN: 4.447 G_L1: 5.317 D_real: 0.000 D_fake: 0.249 +(epoch: 22, iters: 57664, time: 0.547, data: 0.017) G_GAN: 1.996 G_L1: 3.705 D_real: 0.002 D_fake: 1.265 +(epoch: 22, iters: 57764, time: 0.296, data: 0.019) G_GAN: 2.136 G_L1: 5.183 D_real: 0.006 D_fake: 0.293 +(epoch: 22, iters: 57864, time: 0.292, data: 0.019) G_GAN: 3.258 G_L1: 5.127 D_real: 0.007 D_fake: 0.298 +(epoch: 22, iters: 57964, time: 0.295, data: 0.016) G_GAN: 2.162 G_L1: 5.411 D_real: 0.000 D_fake: 0.361 +(epoch: 22, iters: 58064, time: 0.425, data: 0.017) G_GAN: 3.140 G_L1: 6.351 D_real: 0.001 D_fake: 0.349 +(epoch: 22, iters: 58164, time: 0.302, data: 0.018) G_GAN: 1.735 G_L1: 6.487 D_real: 0.000 D_fake: 0.666 +(epoch: 22, iters: 58264, time: 0.296, data: 0.018) G_GAN: 1.837 G_L1: 3.697 D_real: 0.002 D_fake: 0.334 +(epoch: 22, iters: 58364, time: 0.287, data: 0.017) G_GAN: 2.126 G_L1: 11.112 D_real: 0.000 D_fake: 0.377 +(epoch: 22, iters: 58464, time: 0.411, data: 0.016) G_GAN: 1.497 G_L1: 3.825 D_real: 0.002 D_fake: 0.475 +(epoch: 22, iters: 58564, time: 0.299, data: 0.018) G_GAN: 2.288 G_L1: 5.194 D_real: 0.002 D_fake: 0.469 +(epoch: 22, iters: 58664, time: 0.297, data: 0.018) G_GAN: 2.345 G_L1: 5.138 D_real: 0.002 D_fake: 0.596 +(epoch: 22, iters: 58764, time: 0.297, data: 0.017) G_GAN: 4.247 G_L1: 6.130 D_real: 0.099 D_fake: 0.052 +(epoch: 22, iters: 58864, time: 0.421, data: 0.017) G_GAN: 2.789 G_L1: 10.760 D_real: 0.000 D_fake: 0.412 +(epoch: 22, iters: 58964, time: 0.286, data: 0.018) G_GAN: 3.026 G_L1: 6.147 D_real: 0.001 D_fake: 0.155 +(epoch: 22, iters: 59064, time: 0.304, data: 0.019) G_GAN: 3.519 G_L1: 7.636 D_real: 0.014 D_fake: 0.934 +(epoch: 22, iters: 59164, time: 0.305, data: 0.018) G_GAN: 2.119 G_L1: 4.837 D_real: 0.001 D_fake: 0.429 +(epoch: 22, iters: 59264, time: 0.405, data: 0.019) G_GAN: 1.877 G_L1: 4.048 D_real: 0.002 D_fake: 0.352 +(epoch: 22, iters: 59364, time: 0.305, data: 0.022) G_GAN: 2.170 G_L1: 5.603 D_real: 0.000 D_fake: 0.229 +(epoch: 22, iters: 59464, time: 0.304, data: 0.018) G_GAN: 1.940 G_L1: 3.820 D_real: 0.000 D_fake: 0.969 +(epoch: 22, iters: 59564, time: 0.298, data: 0.018) G_GAN: 1.085 G_L1: 3.449 D_real: 0.001 D_fake: 0.700 +(epoch: 22, iters: 59664, time: 0.572, data: 0.019) G_GAN: 1.680 G_L1: 4.578 D_real: 0.000 D_fake: 0.900 +(epoch: 22, iters: 59764, time: 0.302, data: 0.019) G_GAN: 2.733 G_L1: 5.358 D_real: 0.004 D_fake: 1.193 +(epoch: 22, iters: 59864, time: 0.300, data: 0.019) G_GAN: 1.626 G_L1: 3.936 D_real: 0.003 D_fake: 0.677 +(epoch: 22, iters: 59964, time: 0.304, data: 0.019) G_GAN: 1.177 G_L1: 4.898 D_real: 0.000 D_fake: 1.036 +(epoch: 23, iters: 48, time: 0.516, data: 0.018) G_GAN: 1.307 G_L1: 4.444 D_real: 0.000 D_fake: 0.703 +(epoch: 23, iters: 148, time: 0.298, data: 0.019) G_GAN: 2.993 G_L1: 11.489 D_real: 0.001 D_fake: 0.469 +(epoch: 23, iters: 248, time: 0.303, data: 0.021) G_GAN: 2.316 G_L1: 4.871 D_real: 0.016 D_fake: 1.372 +(epoch: 23, iters: 348, time: 0.285, data: 0.018) G_GAN: 2.494 G_L1: 7.776 D_real: 0.007 D_fake: 0.522 +(epoch: 23, iters: 448, time: 0.412, data: 0.022) G_GAN: 2.532 G_L1: 5.301 D_real: 0.020 D_fake: 0.697 +(epoch: 23, iters: 548, time: 0.301, data: 0.021) G_GAN: 2.136 G_L1: 7.571 D_real: 0.002 D_fake: 0.294 +(epoch: 23, iters: 648, time: 0.302, data: 0.018) G_GAN: 2.004 G_L1: 7.325 D_real: 0.000 D_fake: 0.309 +(epoch: 23, iters: 748, time: 0.297, data: 0.022) G_GAN: 3.426 G_L1: 6.055 D_real: 0.000 D_fake: 0.158 +(epoch: 23, iters: 848, time: 0.410, data: 0.018) G_GAN: 1.860 G_L1: 4.243 D_real: 0.004 D_fake: 0.535 +(epoch: 23, iters: 948, time: 0.301, data: 0.018) G_GAN: 2.746 G_L1: 5.819 D_real: 0.024 D_fake: 0.175 +(epoch: 23, iters: 1048, time: 0.300, data: 0.020) G_GAN: 2.479 G_L1: 5.272 D_real: 0.001 D_fake: 0.275 +(epoch: 23, iters: 1148, time: 0.294, data: 0.018) G_GAN: 2.363 G_L1: 7.145 D_real: 0.003 D_fake: 0.744 +(epoch: 23, iters: 1248, time: 0.426, data: 0.018) G_GAN: 2.766 G_L1: 8.983 D_real: 0.002 D_fake: 0.376 +(epoch: 23, iters: 1348, time: 0.299, data: 0.021) G_GAN: 1.885 G_L1: 3.623 D_real: 0.000 D_fake: 0.466 +(epoch: 23, iters: 1448, time: 0.296, data: 0.021) G_GAN: 2.327 G_L1: 8.294 D_real: 0.026 D_fake: 0.203 +(epoch: 23, iters: 1548, time: 0.297, data: 0.018) G_GAN: 1.965 G_L1: 3.797 D_real: 0.001 D_fake: 0.283 +(epoch: 23, iters: 1648, time: 0.510, data: 0.017) G_GAN: 1.525 G_L1: 4.936 D_real: 0.017 D_fake: 0.397 +(epoch: 23, iters: 1748, time: 0.304, data: 0.019) G_GAN: 1.843 G_L1: 5.287 D_real: 0.000 D_fake: 0.650 +(epoch: 23, iters: 1848, time: 0.300, data: 0.018) G_GAN: 1.774 G_L1: 8.706 D_real: 0.005 D_fake: 0.487 +(epoch: 23, iters: 1948, time: 0.293, data: 0.021) G_GAN: 1.573 G_L1: 4.076 D_real: 0.004 D_fake: 1.106 +(epoch: 23, iters: 2048, time: 0.380, data: 0.019) G_GAN: 1.441 G_L1: 3.639 D_real: 0.012 D_fake: 0.431 +(epoch: 23, iters: 2148, time: 0.302, data: 0.019) G_GAN: 2.037 G_L1: 7.051 D_real: 0.001 D_fake: 0.781 +(epoch: 23, iters: 2248, time: 0.301, data: 0.018) G_GAN: 1.056 G_L1: 3.983 D_real: 0.022 D_fake: 0.464 +(epoch: 23, iters: 2348, time: 0.305, data: 0.020) G_GAN: 2.014 G_L1: 6.867 D_real: 0.000 D_fake: 0.984 +(epoch: 23, iters: 2448, time: 0.411, data: 0.019) G_GAN: 2.414 G_L1: 3.521 D_real: 0.001 D_fake: 0.644 +(epoch: 23, iters: 2548, time: 0.295, data: 0.020) G_GAN: 1.664 G_L1: 5.223 D_real: 0.002 D_fake: 0.388 +(epoch: 23, iters: 2648, time: 0.303, data: 0.019) G_GAN: 2.598 G_L1: 8.852 D_real: 0.001 D_fake: 0.251 +(epoch: 23, iters: 2748, time: 0.307, data: 0.022) G_GAN: 1.869 G_L1: 6.029 D_real: 0.038 D_fake: 0.481 +(epoch: 23, iters: 2848, time: 0.414, data: 0.019) G_GAN: 1.778 G_L1: 3.662 D_real: 0.002 D_fake: 0.519 +(epoch: 23, iters: 2948, time: 0.300, data: 0.019) G_GAN: 2.604 G_L1: 4.521 D_real: 0.004 D_fake: 0.853 +(epoch: 23, iters: 3048, time: 0.290, data: 0.018) G_GAN: 1.711 G_L1: 4.062 D_real: 0.002 D_fake: 0.466 +(epoch: 23, iters: 3148, time: 0.290, data: 0.018) G_GAN: 2.502 G_L1: 5.931 D_real: 0.011 D_fake: 0.190 +(epoch: 23, iters: 3248, time: 0.416, data: 0.020) G_GAN: 2.518 G_L1: 7.038 D_real: 0.010 D_fake: 0.713 +(epoch: 23, iters: 3348, time: 0.299, data: 0.020) G_GAN: 1.405 G_L1: 8.093 D_real: 0.005 D_fake: 0.432 +(epoch: 23, iters: 3448, time: 0.287, data: 0.018) G_GAN: 1.885 G_L1: 5.190 D_real: 0.001 D_fake: 0.236 +(epoch: 23, iters: 3548, time: 0.295, data: 0.016) G_GAN: 1.743 G_L1: 6.998 D_real: 0.001 D_fake: 0.968 +(epoch: 23, iters: 3648, time: 0.561, data: 0.017) G_GAN: 1.808 G_L1: 4.018 D_real: 0.001 D_fake: 0.282 +(epoch: 23, iters: 3748, time: 0.303, data: 0.018) G_GAN: 1.267 G_L1: 9.052 D_real: 0.006 D_fake: 0.726 +(epoch: 23, iters: 3848, time: 0.303, data: 0.020) G_GAN: 1.413 G_L1: 5.030 D_real: 0.001 D_fake: 0.549 +(epoch: 23, iters: 3948, time: 0.300, data: 0.018) G_GAN: 2.405 G_L1: 6.012 D_real: 0.001 D_fake: 0.210 +(epoch: 23, iters: 4048, time: 0.384, data: 0.017) G_GAN: 1.164 G_L1: 4.022 D_real: 0.011 D_fake: 0.466 +(epoch: 23, iters: 4148, time: 0.299, data: 0.022) G_GAN: 1.428 G_L1: 5.391 D_real: 0.001 D_fake: 0.354 +(epoch: 23, iters: 4248, time: 0.300, data: 0.022) G_GAN: 1.781 G_L1: 5.862 D_real: 0.002 D_fake: 0.440 +(epoch: 23, iters: 4348, time: 0.294, data: 0.017) G_GAN: 2.050 G_L1: 8.694 D_real: 0.013 D_fake: 0.415 +(epoch: 23, iters: 4448, time: 0.428, data: 0.016) G_GAN: 2.570 G_L1: 5.414 D_real: 0.005 D_fake: 0.321 +(epoch: 23, iters: 4548, time: 0.296, data: 0.023) G_GAN: 1.704 G_L1: 6.294 D_real: 0.015 D_fake: 0.619 +(epoch: 23, iters: 4648, time: 0.304, data: 0.020) G_GAN: 1.843 G_L1: 7.336 D_real: 0.001 D_fake: 0.294 +(epoch: 23, iters: 4748, time: 0.301, data: 0.019) G_GAN: 1.583 G_L1: 4.948 D_real: 0.002 D_fake: 0.586 +(epoch: 23, iters: 4848, time: 0.387, data: 0.016) G_GAN: 1.100 G_L1: 4.077 D_real: 0.000 D_fake: 0.561 +(epoch: 23, iters: 4948, time: 0.291, data: 0.019) G_GAN: 2.066 G_L1: 4.467 D_real: 0.000 D_fake: 0.306 +(epoch: 23, iters: 5048, time: 0.300, data: 0.016) G_GAN: 1.805 G_L1: 4.330 D_real: 0.013 D_fake: 0.733 +(epoch: 23, iters: 5148, time: 0.300, data: 0.016) G_GAN: 1.465 G_L1: 4.993 D_real: 0.007 D_fake: 0.663 +(epoch: 23, iters: 5248, time: 0.414, data: 0.020) G_GAN: 2.160 G_L1: 4.854 D_real: 0.001 D_fake: 0.526 +(epoch: 23, iters: 5348, time: 0.294, data: 0.017) G_GAN: 1.197 G_L1: 6.916 D_real: 0.001 D_fake: 0.792 +(epoch: 23, iters: 5448, time: 0.297, data: 0.015) G_GAN: 1.964 G_L1: 4.346 D_real: 0.002 D_fake: 0.296 +(epoch: 23, iters: 5548, time: 0.295, data: 0.016) G_GAN: 1.755 G_L1: 5.046 D_real: 0.002 D_fake: 0.379 +(epoch: 23, iters: 5648, time: 0.544, data: 0.021) G_GAN: 1.201 G_L1: 4.725 D_real: 0.002 D_fake: 0.807 +(epoch: 23, iters: 5748, time: 0.298, data: 0.018) G_GAN: 1.436 G_L1: 7.624 D_real: 0.004 D_fake: 0.774 +(epoch: 23, iters: 5848, time: 0.297, data: 0.016) G_GAN: 2.385 G_L1: 7.148 D_real: 0.000 D_fake: 0.419 +(epoch: 23, iters: 5948, time: 0.286, data: 0.017) G_GAN: 1.520 G_L1: 4.558 D_real: 0.012 D_fake: 0.499 +(epoch: 23, iters: 6048, time: 0.393, data: 0.014) G_GAN: 1.708 G_L1: 5.273 D_real: 0.006 D_fake: 0.454 +(epoch: 23, iters: 6148, time: 0.283, data: 0.016) G_GAN: 0.977 G_L1: 3.436 D_real: 0.017 D_fake: 0.373 +(epoch: 23, iters: 6248, time: 0.301, data: 0.016) G_GAN: 1.545 G_L1: 4.259 D_real: 0.000 D_fake: 0.669 +(epoch: 23, iters: 6348, time: 0.293, data: 0.021) G_GAN: 2.024 G_L1: 5.600 D_real: 0.001 D_fake: 2.032 +(epoch: 23, iters: 6448, time: 0.434, data: 0.017) G_GAN: 1.339 G_L1: 6.715 D_real: 0.002 D_fake: 0.911 +(epoch: 23, iters: 6548, time: 0.300, data: 0.018) G_GAN: 1.570 G_L1: 5.302 D_real: 0.008 D_fake: 0.312 +(epoch: 23, iters: 6648, time: 0.303, data: 0.018) G_GAN: 1.604 G_L1: 4.452 D_real: 0.006 D_fake: 0.343 +(epoch: 23, iters: 6748, time: 0.293, data: 0.021) G_GAN: 1.928 G_L1: 4.064 D_real: 0.001 D_fake: 0.470 +(epoch: 23, iters: 6848, time: 0.413, data: 0.016) G_GAN: 1.004 G_L1: 4.642 D_real: 0.002 D_fake: 0.842 +(epoch: 23, iters: 6948, time: 0.297, data: 0.017) G_GAN: 2.412 G_L1: 11.557 D_real: 0.001 D_fake: 0.945 +(epoch: 23, iters: 7048, time: 0.295, data: 0.017) G_GAN: 1.991 G_L1: 4.659 D_real: 0.000 D_fake: 0.206 +(epoch: 23, iters: 7148, time: 0.300, data: 0.017) G_GAN: 1.253 G_L1: 3.869 D_real: 0.009 D_fake: 0.616 +(epoch: 23, iters: 7248, time: 0.388, data: 0.017) G_GAN: 1.949 G_L1: 4.172 D_real: 0.024 D_fake: 0.312 +(epoch: 23, iters: 7348, time: 0.297, data: 0.018) G_GAN: 1.211 G_L1: 3.213 D_real: 0.009 D_fake: 0.517 +(epoch: 23, iters: 7448, time: 0.299, data: 0.016) G_GAN: 1.222 G_L1: 3.700 D_real: 0.016 D_fake: 0.604 +(epoch: 23, iters: 7548, time: 0.268, data: 0.016) G_GAN: 1.410 G_L1: 6.516 D_real: 0.001 D_fake: 0.584 +(epoch: 23, iters: 7648, time: 0.572, data: 0.014) G_GAN: 0.937 G_L1: 3.823 D_real: 0.001 D_fake: 0.756 +(epoch: 23, iters: 7748, time: 0.303, data: 0.018) G_GAN: 2.275 G_L1: 6.432 D_real: 0.006 D_fake: 0.334 +(epoch: 23, iters: 7848, time: 0.298, data: 0.017) G_GAN: 1.218 G_L1: 3.140 D_real: 0.002 D_fake: 0.707 +(epoch: 23, iters: 7948, time: 0.302, data: 0.016) G_GAN: 1.588 G_L1: 3.916 D_real: 0.003 D_fake: 0.436 +(epoch: 23, iters: 8048, time: 0.419, data: 0.017) G_GAN: 1.255 G_L1: 6.700 D_real: 0.005 D_fake: 0.908 +(epoch: 23, iters: 8148, time: 0.299, data: 0.022) G_GAN: 1.395 G_L1: 4.570 D_real: 0.001 D_fake: 0.809 +(epoch: 23, iters: 8248, time: 0.307, data: 0.016) G_GAN: 1.414 G_L1: 3.898 D_real: 0.003 D_fake: 0.305 +(epoch: 23, iters: 8348, time: 0.276, data: 0.021) G_GAN: 1.796 G_L1: 4.385 D_real: 0.000 D_fake: 0.594 +(epoch: 23, iters: 8448, time: 0.421, data: 0.015) G_GAN: 4.148 G_L1: 10.846 D_real: 0.032 D_fake: 0.302 +(epoch: 23, iters: 8548, time: 0.296, data: 0.022) G_GAN: 2.177 G_L1: 4.668 D_real: 0.091 D_fake: 0.232 +(epoch: 23, iters: 8648, time: 0.300, data: 0.019) G_GAN: 1.511 G_L1: 3.268 D_real: 0.005 D_fake: 0.466 +(epoch: 23, iters: 8748, time: 0.303, data: 0.017) G_GAN: 1.376 G_L1: 11.551 D_real: 0.011 D_fake: 0.344 +(epoch: 23, iters: 8848, time: 0.414, data: 0.018) G_GAN: 1.538 G_L1: 5.179 D_real: 0.001 D_fake: 0.830 +(epoch: 23, iters: 8948, time: 0.307, data: 0.019) G_GAN: 1.258 G_L1: 4.769 D_real: 0.003 D_fake: 0.423 +(epoch: 23, iters: 9048, time: 0.302, data: 0.018) G_GAN: 1.097 G_L1: 3.805 D_real: 0.001 D_fake: 0.748 +(epoch: 23, iters: 9148, time: 0.304, data: 0.023) G_GAN: 2.379 G_L1: 7.228 D_real: 0.002 D_fake: 0.345 +(epoch: 23, iters: 9248, time: 0.382, data: 0.018) G_GAN: 1.604 G_L1: 4.018 D_real: 0.000 D_fake: 0.285 +(epoch: 23, iters: 9348, time: 0.287, data: 0.018) G_GAN: 1.758 G_L1: 8.574 D_real: 0.001 D_fake: 0.644 +(epoch: 23, iters: 9448, time: 0.301, data: 0.017) G_GAN: 1.665 G_L1: 6.356 D_real: 0.001 D_fake: 0.283 +(epoch: 23, iters: 9548, time: 0.303, data: 0.022) G_GAN: 1.203 G_L1: 4.616 D_real: 0.002 D_fake: 0.551 +(epoch: 23, iters: 9648, time: 0.569, data: 0.021) G_GAN: 1.127 G_L1: 4.714 D_real: 0.000 D_fake: 0.934 +(epoch: 23, iters: 9748, time: 0.301, data: 0.018) G_GAN: 1.388 G_L1: 4.233 D_real: 0.004 D_fake: 0.704 +(epoch: 23, iters: 9848, time: 0.303, data: 0.017) G_GAN: 1.085 G_L1: 4.190 D_real: 0.021 D_fake: 0.353 +(epoch: 23, iters: 9948, time: 0.305, data: 0.018) G_GAN: 1.549 G_L1: 4.164 D_real: 0.003 D_fake: 0.810 +(epoch: 23, iters: 10048, time: 0.411, data: 0.018) G_GAN: 1.430 G_L1: 4.284 D_real: 0.001 D_fake: 0.718 +(epoch: 23, iters: 10148, time: 0.292, data: 0.019) G_GAN: 1.883 G_L1: 6.058 D_real: 0.005 D_fake: 0.415 +(epoch: 23, iters: 10248, time: 0.307, data: 0.013) G_GAN: 2.211 G_L1: 4.083 D_real: 0.024 D_fake: 0.375 +(epoch: 23, iters: 10348, time: 0.305, data: 0.019) G_GAN: 1.875 G_L1: 8.929 D_real: 0.008 D_fake: 0.282 +(epoch: 23, iters: 10448, time: 0.417, data: 0.020) G_GAN: 0.960 G_L1: 6.288 D_real: 0.003 D_fake: 0.914 +(epoch: 23, iters: 10548, time: 0.300, data: 0.019) G_GAN: 1.406 G_L1: 6.401 D_real: 0.001 D_fake: 0.552 +(epoch: 23, iters: 10648, time: 0.297, data: 0.016) G_GAN: 1.183 G_L1: 4.156 D_real: 0.002 D_fake: 0.467 +(epoch: 23, iters: 10748, time: 0.298, data: 0.019) G_GAN: 1.634 G_L1: 4.303 D_real: 0.002 D_fake: 0.198 +(epoch: 23, iters: 10848, time: 0.388, data: 0.018) G_GAN: 1.012 G_L1: 3.737 D_real: 0.000 D_fake: 0.771 +(epoch: 23, iters: 10948, time: 0.293, data: 0.019) G_GAN: 1.257 G_L1: 4.930 D_real: 0.000 D_fake: 0.757 +(epoch: 23, iters: 11048, time: 0.305, data: 0.019) G_GAN: 1.927 G_L1: 3.511 D_real: 0.002 D_fake: 0.384 +(epoch: 23, iters: 11148, time: 0.294, data: 0.019) G_GAN: 1.773 G_L1: 6.428 D_real: 0.002 D_fake: 0.568 +(epoch: 23, iters: 11248, time: 0.427, data: 0.017) G_GAN: 1.814 G_L1: 5.473 D_real: 0.007 D_fake: 0.539 +(epoch: 23, iters: 11348, time: 0.294, data: 0.028) G_GAN: 1.379 G_L1: 4.074 D_real: 0.001 D_fake: 0.487 +(epoch: 23, iters: 11448, time: 0.299, data: 0.017) G_GAN: 1.721 G_L1: 4.880 D_real: 0.001 D_fake: 0.313 +(epoch: 23, iters: 11548, time: 0.296, data: 0.018) G_GAN: 2.307 G_L1: 5.884 D_real: 0.007 D_fake: 0.457 +(epoch: 23, iters: 11648, time: 0.495, data: 0.017) G_GAN: 1.107 G_L1: 3.575 D_real: 0.000 D_fake: 0.606 +(epoch: 23, iters: 11748, time: 0.296, data: 0.017) G_GAN: 0.942 G_L1: 4.817 D_real: 0.000 D_fake: 0.761 +(epoch: 23, iters: 11848, time: 0.303, data: 0.016) G_GAN: 1.760 G_L1: 3.477 D_real: 0.002 D_fake: 0.222 +(epoch: 23, iters: 11948, time: 0.305, data: 0.018) G_GAN: 1.871 G_L1: 6.236 D_real: 0.001 D_fake: 0.728 +(epoch: 23, iters: 12048, time: 0.415, data: 0.018) G_GAN: 1.395 G_L1: 3.463 D_real: 0.006 D_fake: 0.536 +(epoch: 23, iters: 12148, time: 0.298, data: 0.022) G_GAN: 1.861 G_L1: 4.211 D_real: 0.000 D_fake: 0.362 +(epoch: 23, iters: 12248, time: 0.297, data: 0.018) G_GAN: 2.036 G_L1: 4.905 D_real: 0.054 D_fake: 0.308 +(epoch: 23, iters: 12348, time: 0.304, data: 0.019) G_GAN: 1.248 G_L1: 4.270 D_real: 0.016 D_fake: 0.385 +(epoch: 23, iters: 12448, time: 0.420, data: 0.019) G_GAN: 1.574 G_L1: 4.408 D_real: 0.000 D_fake: 0.313 +(epoch: 23, iters: 12548, time: 0.299, data: 0.019) G_GAN: 1.226 G_L1: 4.425 D_real: 0.000 D_fake: 0.453 +(epoch: 23, iters: 12648, time: 0.299, data: 0.018) G_GAN: 1.277 G_L1: 3.844 D_real: 0.000 D_fake: 0.524 +(epoch: 23, iters: 12748, time: 0.303, data: 0.019) G_GAN: 1.717 G_L1: 4.420 D_real: 0.002 D_fake: 0.360 +(epoch: 23, iters: 12848, time: 0.427, data: 0.018) G_GAN: 1.077 G_L1: 4.163 D_real: 0.004 D_fake: 0.524 +(epoch: 23, iters: 12948, time: 0.310, data: 0.019) G_GAN: 1.592 G_L1: 6.861 D_real: 0.000 D_fake: 0.744 +(epoch: 23, iters: 13048, time: 0.303, data: 0.021) G_GAN: 2.788 G_L1: 6.045 D_real: 0.015 D_fake: 1.262 +(epoch: 23, iters: 13148, time: 0.299, data: 0.018) G_GAN: 1.804 G_L1: 5.190 D_real: 0.000 D_fake: 0.294 +(epoch: 23, iters: 13248, time: 0.422, data: 0.018) G_GAN: 1.720 G_L1: 6.320 D_real: 0.001 D_fake: 1.286 +(epoch: 23, iters: 13348, time: 0.305, data: 0.018) G_GAN: 1.682 G_L1: 3.887 D_real: 0.103 D_fake: 0.535 +(epoch: 23, iters: 13448, time: 0.295, data: 0.022) G_GAN: 3.033 G_L1: 5.119 D_real: 0.086 D_fake: 0.089 +(epoch: 23, iters: 13548, time: 0.304, data: 0.017) G_GAN: 1.844 G_L1: 5.029 D_real: 0.000 D_fake: 0.537 +(epoch: 23, iters: 13648, time: 0.544, data: 0.018) G_GAN: 1.786 G_L1: 4.909 D_real: 0.005 D_fake: 0.555 +(epoch: 23, iters: 13748, time: 0.295, data: 0.024) G_GAN: 1.809 G_L1: 4.045 D_real: 0.001 D_fake: 0.408 +(epoch: 23, iters: 13848, time: 0.305, data: 0.018) G_GAN: 2.013 G_L1: 4.941 D_real: 0.003 D_fake: 0.242 +(epoch: 23, iters: 13948, time: 0.305, data: 0.022) G_GAN: 1.685 G_L1: 3.362 D_real: 0.000 D_fake: 0.707 +(epoch: 23, iters: 14048, time: 0.416, data: 0.022) G_GAN: 1.420 G_L1: 3.426 D_real: 0.001 D_fake: 0.459 +(epoch: 23, iters: 14148, time: 0.302, data: 0.018) G_GAN: 1.857 G_L1: 4.524 D_real: 0.001 D_fake: 0.395 +(epoch: 23, iters: 14248, time: 0.302, data: 0.019) G_GAN: 1.361 G_L1: 3.895 D_real: 0.016 D_fake: 0.813 +(epoch: 23, iters: 14348, time: 0.305, data: 0.018) G_GAN: 2.117 G_L1: 6.993 D_real: 0.000 D_fake: 0.449 +(epoch: 23, iters: 14448, time: 0.434, data: 0.017) G_GAN: 1.891 G_L1: 7.094 D_real: 0.006 D_fake: 0.338 +(epoch: 23, iters: 14548, time: 0.298, data: 0.019) G_GAN: 2.206 G_L1: 6.155 D_real: 0.002 D_fake: 0.368 +(epoch: 23, iters: 14648, time: 0.302, data: 0.017) G_GAN: 1.212 G_L1: 4.048 D_real: 0.001 D_fake: 0.461 +(epoch: 23, iters: 14748, time: 0.290, data: 0.021) G_GAN: 1.426 G_L1: 6.131 D_real: 0.001 D_fake: 0.319 +(epoch: 23, iters: 14848, time: 0.420, data: 0.016) G_GAN: 1.270 G_L1: 5.405 D_real: 0.005 D_fake: 0.547 +(epoch: 23, iters: 14948, time: 0.304, data: 0.019) G_GAN: 1.609 G_L1: 4.145 D_real: 0.000 D_fake: 0.460 +(epoch: 23, iters: 15048, time: 0.302, data: 0.018) G_GAN: 2.120 G_L1: 7.496 D_real: 0.001 D_fake: 0.496 +(epoch: 23, iters: 15148, time: 0.302, data: 0.018) G_GAN: 1.577 G_L1: 4.597 D_real: 0.000 D_fake: 0.584 +(epoch: 23, iters: 15248, time: 0.414, data: 0.018) G_GAN: 2.223 G_L1: 4.765 D_real: 0.001 D_fake: 0.248 +(epoch: 23, iters: 15348, time: 0.304, data: 0.021) G_GAN: 1.092 G_L1: 3.885 D_real: 0.000 D_fake: 0.694 +(epoch: 23, iters: 15448, time: 0.296, data: 0.017) G_GAN: 1.662 G_L1: 4.627 D_real: 0.002 D_fake: 0.406 +(epoch: 23, iters: 15548, time: 0.305, data: 0.019) G_GAN: 0.924 G_L1: 3.706 D_real: 0.001 D_fake: 0.540 +(epoch: 23, iters: 15648, time: 0.565, data: 0.018) G_GAN: 1.662 G_L1: 5.329 D_real: 0.001 D_fake: 0.597 +(epoch: 23, iters: 15748, time: 0.289, data: 0.019) G_GAN: 1.432 G_L1: 4.734 D_real: 0.000 D_fake: 0.660 +(epoch: 23, iters: 15848, time: 0.294, data: 0.019) G_GAN: 1.151 G_L1: 4.155 D_real: 0.000 D_fake: 0.687 +(epoch: 23, iters: 15948, time: 0.305, data: 0.018) G_GAN: 1.355 G_L1: 4.374 D_real: 0.000 D_fake: 0.719 +(epoch: 23, iters: 16048, time: 0.386, data: 0.017) G_GAN: 1.230 G_L1: 4.738 D_real: 0.000 D_fake: 0.650 +(epoch: 23, iters: 16148, time: 0.299, data: 0.019) G_GAN: 1.651 G_L1: 5.224 D_real: 0.000 D_fake: 0.354 +(epoch: 23, iters: 16248, time: 0.288, data: 0.018) G_GAN: 1.323 G_L1: 3.842 D_real: 0.000 D_fake: 0.416 +(epoch: 23, iters: 16348, time: 0.301, data: 0.016) G_GAN: 1.497 G_L1: 7.061 D_real: 0.004 D_fake: 0.398 +(epoch: 23, iters: 16448, time: 0.424, data: 0.017) G_GAN: 2.189 G_L1: 7.635 D_real: 0.002 D_fake: 0.601 +(epoch: 23, iters: 16548, time: 0.292, data: 0.019) G_GAN: 1.690 G_L1: 7.533 D_real: 0.007 D_fake: 0.354 +(epoch: 23, iters: 16648, time: 0.298, data: 0.019) G_GAN: 1.466 G_L1: 4.654 D_real: 0.019 D_fake: 0.751 +(epoch: 23, iters: 16748, time: 0.296, data: 0.017) G_GAN: 1.160 G_L1: 3.784 D_real: 0.003 D_fake: 0.427 +(epoch: 23, iters: 16848, time: 0.391, data: 0.018) G_GAN: 1.358 G_L1: 3.230 D_real: 0.000 D_fake: 0.492 +(epoch: 23, iters: 16948, time: 0.305, data: 0.020) G_GAN: 1.412 G_L1: 5.058 D_real: 0.000 D_fake: 0.377 +(epoch: 23, iters: 17048, time: 0.303, data: 0.017) G_GAN: 1.962 G_L1: 6.190 D_real: 0.082 D_fake: 0.566 +(epoch: 23, iters: 17148, time: 0.291, data: 0.018) G_GAN: 1.863 G_L1: 5.219 D_real: 0.004 D_fake: 0.630 +(epoch: 23, iters: 17248, time: 0.415, data: 0.018) G_GAN: 1.080 G_L1: 4.372 D_real: 0.000 D_fake: 0.616 +(epoch: 23, iters: 17348, time: 0.304, data: 0.019) G_GAN: 1.368 G_L1: 4.433 D_real: 0.012 D_fake: 0.329 +(epoch: 23, iters: 17448, time: 0.302, data: 0.019) G_GAN: 1.169 G_L1: 5.075 D_real: 0.000 D_fake: 0.555 +(epoch: 23, iters: 17548, time: 0.291, data: 0.018) G_GAN: 1.457 G_L1: 4.878 D_real: 0.002 D_fake: 0.859 +(epoch: 23, iters: 17648, time: 0.552, data: 0.017) G_GAN: 1.421 G_L1: 5.501 D_real: 0.001 D_fake: 0.528 +(epoch: 23, iters: 17748, time: 0.294, data: 0.016) G_GAN: 1.237 G_L1: 4.627 D_real: 0.000 D_fake: 0.457 +(epoch: 23, iters: 17848, time: 0.305, data: 0.022) G_GAN: 1.374 G_L1: 6.973 D_real: 0.025 D_fake: 0.688 +(epoch: 23, iters: 17948, time: 0.303, data: 0.018) G_GAN: 1.718 G_L1: 6.090 D_real: 0.002 D_fake: 0.121 +(epoch: 23, iters: 18048, time: 0.427, data: 0.018) G_GAN: 1.980 G_L1: 6.226 D_real: 0.000 D_fake: 0.305 +(epoch: 23, iters: 18148, time: 0.297, data: 0.019) G_GAN: 1.581 G_L1: 5.021 D_real: 0.000 D_fake: 0.310 +(epoch: 23, iters: 18248, time: 0.305, data: 0.018) G_GAN: 0.909 G_L1: 3.710 D_real: 0.000 D_fake: 0.736 +(epoch: 23, iters: 18348, time: 0.292, data: 0.017) G_GAN: 0.935 G_L1: 3.286 D_real: 0.002 D_fake: 0.653 +(epoch: 23, iters: 18448, time: 0.384, data: 0.016) G_GAN: 1.609 G_L1: 5.813 D_real: 0.001 D_fake: 0.489 +(epoch: 23, iters: 18548, time: 0.296, data: 0.018) G_GAN: 1.806 G_L1: 6.051 D_real: 0.001 D_fake: 0.286 +(epoch: 23, iters: 18648, time: 0.293, data: 0.017) G_GAN: 2.512 G_L1: 6.890 D_real: 0.436 D_fake: 0.183 +(epoch: 23, iters: 18748, time: 0.284, data: 0.018) G_GAN: 1.355 G_L1: 3.259 D_real: 0.005 D_fake: 0.569 +(epoch: 23, iters: 18848, time: 0.386, data: 0.018) G_GAN: 1.843 G_L1: 5.943 D_real: 0.001 D_fake: 0.482 +(epoch: 23, iters: 18948, time: 0.302, data: 0.018) G_GAN: 1.556 G_L1: 5.225 D_real: 0.000 D_fake: 0.692 +(epoch: 23, iters: 19048, time: 0.303, data: 0.018) G_GAN: 1.719 G_L1: 3.277 D_real: 0.000 D_fake: 0.522 +(epoch: 23, iters: 19148, time: 0.299, data: 0.019) G_GAN: 1.423 G_L1: 4.137 D_real: 0.036 D_fake: 0.356 +(epoch: 23, iters: 19248, time: 0.423, data: 0.016) G_GAN: 1.287 G_L1: 3.538 D_real: 0.008 D_fake: 0.311 +(epoch: 23, iters: 19348, time: 0.295, data: 0.019) G_GAN: 1.033 G_L1: 3.754 D_real: 0.000 D_fake: 0.509 +(epoch: 23, iters: 19448, time: 0.303, data: 0.021) G_GAN: 1.131 G_L1: 4.890 D_real: 0.006 D_fake: 0.729 +(epoch: 23, iters: 19548, time: 0.297, data: 0.026) G_GAN: 1.475 G_L1: 4.821 D_real: 0.011 D_fake: 0.330 +(epoch: 23, iters: 19648, time: 0.544, data: 0.023) G_GAN: 1.739 G_L1: 5.944 D_real: 0.002 D_fake: 0.177 +(epoch: 23, iters: 19748, time: 0.285, data: 0.018) G_GAN: 1.234 G_L1: 4.161 D_real: 0.001 D_fake: 0.409 +(epoch: 23, iters: 19848, time: 0.287, data: 0.016) G_GAN: 1.624 G_L1: 4.944 D_real: 0.001 D_fake: 0.450 +(epoch: 23, iters: 19948, time: 0.289, data: 0.018) G_GAN: 1.430 G_L1: 3.772 D_real: 0.033 D_fake: 0.325 +(epoch: 23, iters: 20048, time: 0.362, data: 0.015) G_GAN: 1.761 G_L1: 4.778 D_real: 0.136 D_fake: 0.480 +(epoch: 23, iters: 20148, time: 0.237, data: 0.013) G_GAN: 1.871 G_L1: 4.726 D_real: 0.001 D_fake: 0.369 +(epoch: 23, iters: 20248, time: 0.257, data: 0.012) G_GAN: 1.056 G_L1: 4.115 D_real: 0.002 D_fake: 0.689 +(epoch: 23, iters: 20348, time: 0.279, data: 0.012) G_GAN: 1.681 G_L1: 3.991 D_real: 0.000 D_fake: 0.736 +(epoch: 23, iters: 20448, time: 0.394, data: 0.019) G_GAN: 1.992 G_L1: 4.974 D_real: 0.004 D_fake: 0.169 +(epoch: 23, iters: 20548, time: 0.288, data: 0.013) G_GAN: 1.101 G_L1: 4.740 D_real: 0.002 D_fake: 0.660 +(epoch: 23, iters: 20648, time: 0.247, data: 0.018) G_GAN: 1.367 G_L1: 3.654 D_real: 0.023 D_fake: 0.511 +(epoch: 23, iters: 20748, time: 0.249, data: 0.016) G_GAN: 1.281 G_L1: 4.665 D_real: 0.004 D_fake: 0.808 +(epoch: 23, iters: 20848, time: 0.394, data: 0.014) G_GAN: 1.788 G_L1: 4.974 D_real: 0.008 D_fake: 0.523 +(epoch: 23, iters: 20948, time: 0.247, data: 0.013) G_GAN: 1.177 G_L1: 4.123 D_real: 0.002 D_fake: 0.793 +(epoch: 23, iters: 21048, time: 0.285, data: 0.014) G_GAN: 0.980 G_L1: 4.500 D_real: 0.001 D_fake: 0.636 +(epoch: 23, iters: 21148, time: 0.256, data: 0.013) G_GAN: 0.921 G_L1: 4.654 D_real: 0.000 D_fake: 0.734 +(epoch: 23, iters: 21248, time: 0.401, data: 0.018) G_GAN: 1.207 G_L1: 4.423 D_real: 0.000 D_fake: 0.606 +(epoch: 23, iters: 21348, time: 0.273, data: 0.017) G_GAN: 1.440 G_L1: 3.741 D_real: 0.000 D_fake: 0.510 +(epoch: 23, iters: 21448, time: 0.265, data: 0.017) G_GAN: 1.343 G_L1: 3.643 D_real: 0.000 D_fake: 0.617 +(epoch: 23, iters: 21548, time: 0.260, data: 0.013) G_GAN: 0.978 G_L1: 4.751 D_real: 0.010 D_fake: 0.488 +(epoch: 23, iters: 21648, time: 0.549, data: 0.014) G_GAN: 1.421 G_L1: 6.851 D_real: 0.000 D_fake: 0.594 +(epoch: 23, iters: 21748, time: 0.265, data: 0.016) G_GAN: 1.377 G_L1: 5.133 D_real: 0.001 D_fake: 0.568 +(epoch: 23, iters: 21848, time: 0.258, data: 0.012) G_GAN: 1.031 G_L1: 4.233 D_real: 0.005 D_fake: 0.731 +(epoch: 23, iters: 21948, time: 0.263, data: 0.011) G_GAN: 2.280 G_L1: 5.062 D_real: 0.000 D_fake: 0.287 +(epoch: 23, iters: 22048, time: 0.386, data: 0.013) G_GAN: 1.260 G_L1: 4.884 D_real: 0.000 D_fake: 0.768 +(epoch: 23, iters: 22148, time: 0.256, data: 0.014) G_GAN: 0.929 G_L1: 5.076 D_real: 0.001 D_fake: 0.788 +(epoch: 23, iters: 22248, time: 0.245, data: 0.013) G_GAN: 0.988 G_L1: 4.007 D_real: 0.002 D_fake: 0.741 +(epoch: 23, iters: 22348, time: 0.273, data: 0.013) G_GAN: 1.217 G_L1: 9.811 D_real: 0.006 D_fake: 0.911 +(epoch: 23, iters: 22448, time: 0.392, data: 0.013) G_GAN: 1.387 G_L1: 4.580 D_real: 0.000 D_fake: 0.980 +(epoch: 23, iters: 22548, time: 0.289, data: 0.019) G_GAN: 1.205 G_L1: 3.963 D_real: 0.000 D_fake: 0.413 +(epoch: 23, iters: 22648, time: 0.279, data: 0.021) G_GAN: 1.995 G_L1: 5.537 D_real: 0.001 D_fake: 0.410 +(epoch: 23, iters: 22748, time: 0.266, data: 0.015) G_GAN: 1.225 G_L1: 3.463 D_real: 0.000 D_fake: 0.489 +(epoch: 23, iters: 22848, time: 0.375, data: 0.013) G_GAN: 2.331 G_L1: 6.616 D_real: 0.133 D_fake: 0.262 +(epoch: 23, iters: 22948, time: 0.291, data: 0.016) G_GAN: 2.454 G_L1: 4.531 D_real: 0.001 D_fake: 0.278 +(epoch: 23, iters: 23048, time: 0.262, data: 0.016) G_GAN: 1.894 G_L1: 5.315 D_real: 0.001 D_fake: 0.266 +(epoch: 23, iters: 23148, time: 0.263, data: 0.013) G_GAN: 1.201 G_L1: 4.285 D_real: 0.004 D_fake: 0.789 +(epoch: 23, iters: 23248, time: 0.401, data: 0.012) G_GAN: 1.352 G_L1: 4.643 D_real: 0.002 D_fake: 0.473 +(epoch: 23, iters: 23348, time: 0.270, data: 0.016) G_GAN: 1.059 G_L1: 4.727 D_real: 0.000 D_fake: 0.843 +(epoch: 23, iters: 23448, time: 0.255, data: 0.016) G_GAN: 1.237 G_L1: 4.164 D_real: 0.008 D_fake: 0.560 +(epoch: 23, iters: 23548, time: 0.263, data: 0.013) G_GAN: 1.142 G_L1: 3.742 D_real: 0.001 D_fake: 0.759 +(epoch: 23, iters: 23648, time: 0.518, data: 0.013) G_GAN: 0.691 G_L1: 4.938 D_real: 0.000 D_fake: 0.574 +(epoch: 23, iters: 23748, time: 0.285, data: 0.014) G_GAN: 1.770 G_L1: 5.205 D_real: 0.001 D_fake: 0.391 +(epoch: 23, iters: 23848, time: 0.284, data: 0.015) G_GAN: 1.500 G_L1: 6.439 D_real: 0.001 D_fake: 0.745 +(epoch: 23, iters: 23948, time: 0.284, data: 0.014) G_GAN: 0.978 G_L1: 6.097 D_real: 0.723 D_fake: 0.545 +(epoch: 23, iters: 24048, time: 0.397, data: 0.017) G_GAN: 1.844 G_L1: 6.894 D_real: 0.300 D_fake: 0.231 +(epoch: 23, iters: 24148, time: 0.279, data: 0.015) G_GAN: 1.718 G_L1: 4.857 D_real: 0.015 D_fake: 0.279 +(epoch: 23, iters: 24248, time: 0.280, data: 0.016) G_GAN: 1.959 G_L1: 3.743 D_real: 0.003 D_fake: 0.232 +(epoch: 23, iters: 24348, time: 0.276, data: 0.014) G_GAN: 1.755 G_L1: 7.119 D_real: 0.079 D_fake: 0.532 +(epoch: 23, iters: 24448, time: 0.369, data: 0.014) G_GAN: 1.281 G_L1: 4.119 D_real: 0.001 D_fake: 0.541 +(epoch: 23, iters: 24548, time: 0.253, data: 0.014) G_GAN: 1.511 G_L1: 6.606 D_real: 0.027 D_fake: 0.515 +(epoch: 23, iters: 24648, time: 0.268, data: 0.012) G_GAN: 1.582 G_L1: 6.384 D_real: 0.000 D_fake: 0.397 +(epoch: 23, iters: 24748, time: 0.304, data: 0.018) G_GAN: 1.157 G_L1: 4.014 D_real: 0.004 D_fake: 0.801 +(epoch: 23, iters: 24848, time: 0.401, data: 0.018) G_GAN: 1.109 G_L1: 4.173 D_real: 0.000 D_fake: 0.872 +(epoch: 23, iters: 24948, time: 0.304, data: 0.019) G_GAN: 1.050 G_L1: 5.051 D_real: 0.040 D_fake: 0.345 +(epoch: 23, iters: 25048, time: 0.303, data: 0.017) G_GAN: 1.051 G_L1: 3.462 D_real: 0.010 D_fake: 0.384 +(epoch: 23, iters: 25148, time: 0.294, data: 0.020) G_GAN: 1.452 G_L1: 5.720 D_real: 0.078 D_fake: 0.497 +(epoch: 23, iters: 25248, time: 0.389, data: 0.016) G_GAN: 1.112 G_L1: 4.149 D_real: 0.004 D_fake: 0.562 +(epoch: 23, iters: 25348, time: 0.298, data: 0.019) G_GAN: 1.424 G_L1: 6.337 D_real: 0.140 D_fake: 0.676 +(epoch: 23, iters: 25448, time: 0.305, data: 0.018) G_GAN: 1.112 G_L1: 4.829 D_real: 0.000 D_fake: 0.744 +(epoch: 23, iters: 25548, time: 0.295, data: 0.018) G_GAN: 1.517 G_L1: 4.356 D_real: 0.010 D_fake: 0.588 +(epoch: 23, iters: 25648, time: 0.567, data: 0.017) G_GAN: 0.991 G_L1: 5.204 D_real: 0.000 D_fake: 0.862 +(epoch: 23, iters: 25748, time: 0.301, data: 0.023) G_GAN: 1.228 G_L1: 4.165 D_real: 0.001 D_fake: 0.346 +(epoch: 23, iters: 25848, time: 0.330, data: 0.020) G_GAN: 1.551 G_L1: 4.520 D_real: 0.000 D_fake: 0.479 +(epoch: 23, iters: 25948, time: 0.304, data: 0.017) G_GAN: 1.164 G_L1: 4.417 D_real: 0.000 D_fake: 0.571 +(epoch: 23, iters: 26048, time: 0.433, data: 0.018) G_GAN: 1.284 G_L1: 5.472 D_real: 0.000 D_fake: 0.511 +(epoch: 23, iters: 26148, time: 0.298, data: 0.018) G_GAN: 2.212 G_L1: 7.834 D_real: 0.010 D_fake: 0.450 +(epoch: 23, iters: 26248, time: 0.295, data: 0.015) G_GAN: 1.264 G_L1: 3.996 D_real: 0.001 D_fake: 0.615 +(epoch: 23, iters: 26348, time: 0.298, data: 0.016) G_GAN: 1.269 G_L1: 3.986 D_real: 0.001 D_fake: 0.649 +(epoch: 23, iters: 26448, time: 0.429, data: 0.022) G_GAN: 2.109 G_L1: 7.129 D_real: 0.025 D_fake: 0.439 +(epoch: 23, iters: 26548, time: 0.297, data: 0.019) G_GAN: 1.446 G_L1: 4.548 D_real: 0.001 D_fake: 0.401 +(epoch: 23, iters: 26648, time: 0.299, data: 0.020) G_GAN: 1.710 G_L1: 4.104 D_real: 0.004 D_fake: 0.515 +(epoch: 23, iters: 26748, time: 0.305, data: 0.022) G_GAN: 3.977 G_L1: 8.623 D_real: 0.049 D_fake: 2.071 +(epoch: 23, iters: 26848, time: 0.422, data: 0.020) G_GAN: 1.019 G_L1: 4.940 D_real: 0.003 D_fake: 0.522 +(epoch: 23, iters: 26948, time: 0.300, data: 0.019) G_GAN: 1.518 G_L1: 4.688 D_real: 0.000 D_fake: 0.509 +(epoch: 23, iters: 27048, time: 0.301, data: 0.017) G_GAN: 1.890 G_L1: 6.723 D_real: 0.022 D_fake: 0.470 +(epoch: 23, iters: 27148, time: 0.302, data: 0.022) G_GAN: 1.078 G_L1: 3.464 D_real: 0.000 D_fake: 0.506 +(epoch: 23, iters: 27248, time: 0.408, data: 0.020) G_GAN: 1.000 G_L1: 3.593 D_real: 0.003 D_fake: 0.860 +(epoch: 23, iters: 27348, time: 0.305, data: 0.029) G_GAN: 1.081 G_L1: 4.123 D_real: 0.001 D_fake: 0.439 +(epoch: 23, iters: 27448, time: 0.300, data: 0.018) G_GAN: 1.103 G_L1: 3.841 D_real: 0.000 D_fake: 0.556 +(epoch: 23, iters: 27548, time: 0.306, data: 0.018) G_GAN: 1.339 G_L1: 4.295 D_real: 0.000 D_fake: 0.548 +(epoch: 23, iters: 27648, time: 0.508, data: 0.019) G_GAN: 1.131 G_L1: 4.101 D_real: 0.000 D_fake: 0.524 +(epoch: 23, iters: 27748, time: 0.305, data: 0.019) G_GAN: 0.793 G_L1: 4.240 D_real: 0.000 D_fake: 0.589 +(epoch: 23, iters: 27848, time: 0.305, data: 0.020) G_GAN: 1.227 G_L1: 4.608 D_real: 0.002 D_fake: 0.773 +(epoch: 23, iters: 27948, time: 0.303, data: 0.018) G_GAN: 0.965 G_L1: 3.838 D_real: 0.002 D_fake: 0.687 +(epoch: 23, iters: 28048, time: 0.389, data: 0.017) G_GAN: 1.043 G_L1: 3.642 D_real: 0.001 D_fake: 0.754 +(epoch: 23, iters: 28148, time: 0.303, data: 0.020) G_GAN: 1.752 G_L1: 5.977 D_real: 0.000 D_fake: 0.589 +(epoch: 23, iters: 28248, time: 0.306, data: 0.022) G_GAN: 1.634 G_L1: 6.641 D_real: 0.001 D_fake: 0.637 +(epoch: 23, iters: 28348, time: 0.303, data: 0.022) G_GAN: 1.378 G_L1: 3.875 D_real: 0.000 D_fake: 0.824 +(epoch: 23, iters: 28448, time: 0.421, data: 0.023) G_GAN: 1.500 G_L1: 6.063 D_real: 0.006 D_fake: 0.567 +(epoch: 23, iters: 28548, time: 0.304, data: 0.019) G_GAN: 1.237 G_L1: 4.074 D_real: 0.000 D_fake: 0.216 +(epoch: 23, iters: 28648, time: 0.295, data: 0.018) G_GAN: 2.506 G_L1: 4.774 D_real: 0.006 D_fake: 1.695 +(epoch: 23, iters: 28748, time: 0.304, data: 0.020) G_GAN: 1.213 G_L1: 3.372 D_real: 0.005 D_fake: 0.499 +(epoch: 23, iters: 28848, time: 0.414, data: 0.022) G_GAN: 1.700 G_L1: 5.404 D_real: 0.021 D_fake: 0.271 +(epoch: 23, iters: 28948, time: 0.291, data: 0.019) G_GAN: 1.419 G_L1: 3.900 D_real: 0.000 D_fake: 0.815 +(epoch: 23, iters: 29048, time: 0.293, data: 0.019) G_GAN: 1.441 G_L1: 4.825 D_real: 0.001 D_fake: 0.357 +(epoch: 23, iters: 29148, time: 0.303, data: 0.018) G_GAN: 1.153 G_L1: 7.290 D_real: 0.054 D_fake: 0.609 +(epoch: 23, iters: 29248, time: 0.424, data: 0.018) G_GAN: 1.140 G_L1: 4.798 D_real: 0.002 D_fake: 0.428 +(epoch: 23, iters: 29348, time: 0.298, data: 0.019) G_GAN: 1.331 G_L1: 4.420 D_real: 0.000 D_fake: 0.531 +(epoch: 23, iters: 29448, time: 0.306, data: 0.017) G_GAN: 1.213 G_L1: 3.736 D_real: 0.006 D_fake: 0.320 +(epoch: 23, iters: 29548, time: 0.305, data: 0.018) G_GAN: 2.519 G_L1: 4.814 D_real: 0.004 D_fake: 0.298 +(epoch: 23, iters: 29648, time: 0.551, data: 0.018) G_GAN: 1.002 G_L1: 3.656 D_real: 0.002 D_fake: 0.521 +(epoch: 23, iters: 29748, time: 0.300, data: 0.020) G_GAN: 1.300 G_L1: 3.854 D_real: 0.003 D_fake: 0.540 +(epoch: 23, iters: 29848, time: 0.296, data: 0.017) G_GAN: 1.305 G_L1: 4.695 D_real: 0.028 D_fake: 0.523 +(epoch: 23, iters: 29948, time: 0.297, data: 0.018) G_GAN: 1.084 G_L1: 6.396 D_real: 0.020 D_fake: 0.455 +(epoch: 23, iters: 30048, time: 0.394, data: 0.019) G_GAN: 1.061 G_L1: 4.736 D_real: 0.075 D_fake: 0.555 +(epoch: 23, iters: 30148, time: 0.305, data: 0.016) G_GAN: 0.988 G_L1: 4.048 D_real: 0.000 D_fake: 0.838 +(epoch: 23, iters: 30248, time: 0.287, data: 0.018) G_GAN: 1.003 G_L1: 4.771 D_real: 0.000 D_fake: 0.556 +(epoch: 23, iters: 30348, time: 0.292, data: 0.015) G_GAN: 1.261 G_L1: 4.784 D_real: 0.001 D_fake: 0.748 +(epoch: 23, iters: 30448, time: 0.389, data: 0.021) G_GAN: 0.922 G_L1: 4.146 D_real: 0.000 D_fake: 0.523 +(epoch: 23, iters: 30548, time: 0.255, data: 0.018) G_GAN: 1.258 G_L1: 4.531 D_real: 0.001 D_fake: 0.435 +(epoch: 23, iters: 30648, time: 0.299, data: 0.013) G_GAN: 1.548 G_L1: 4.463 D_real: 0.000 D_fake: 0.582 +(epoch: 23, iters: 30748, time: 0.283, data: 0.020) G_GAN: 1.522 G_L1: 6.436 D_real: 0.006 D_fake: 0.381 +(epoch: 23, iters: 30848, time: 0.412, data: 0.020) G_GAN: 1.032 G_L1: 4.729 D_real: 0.060 D_fake: 0.404 +(epoch: 23, iters: 30948, time: 0.292, data: 0.017) G_GAN: 2.525 G_L1: 3.001 D_real: 0.010 D_fake: 0.100 +(epoch: 23, iters: 31048, time: 0.290, data: 0.017) G_GAN: 1.535 G_L1: 4.690 D_real: 0.001 D_fake: 0.378 +(epoch: 23, iters: 31148, time: 0.299, data: 0.021) G_GAN: 2.148 G_L1: 4.612 D_real: 0.002 D_fake: 0.322 +(epoch: 23, iters: 31248, time: 0.417, data: 0.016) G_GAN: 1.646 G_L1: 5.060 D_real: 0.162 D_fake: 0.444 +(epoch: 23, iters: 31348, time: 0.302, data: 0.018) G_GAN: 1.540 G_L1: 4.961 D_real: 0.001 D_fake: 0.906 +(epoch: 23, iters: 31448, time: 0.295, data: 0.016) G_GAN: 1.618 G_L1: 3.857 D_real: 0.013 D_fake: 0.387 +(epoch: 23, iters: 31548, time: 0.296, data: 0.017) G_GAN: 1.140 G_L1: 4.088 D_real: 0.001 D_fake: 0.706 +(epoch: 23, iters: 31648, time: 0.564, data: 0.016) G_GAN: 1.036 G_L1: 4.262 D_real: 0.008 D_fake: 0.746 +(epoch: 23, iters: 31748, time: 0.289, data: 0.021) G_GAN: 1.786 G_L1: 5.921 D_real: 0.020 D_fake: 0.443 +(epoch: 23, iters: 31848, time: 0.306, data: 0.016) G_GAN: 1.040 G_L1: 4.010 D_real: 0.001 D_fake: 0.777 +(epoch: 23, iters: 31948, time: 0.292, data: 0.016) G_GAN: 1.706 G_L1: 7.282 D_real: 0.003 D_fake: 0.336 +(epoch: 23, iters: 32048, time: 0.397, data: 0.016) G_GAN: 1.351 G_L1: 4.537 D_real: 0.001 D_fake: 1.067 +(epoch: 23, iters: 32148, time: 0.296, data: 0.018) G_GAN: 1.672 G_L1: 5.351 D_real: 0.000 D_fake: 0.306 +(epoch: 23, iters: 32248, time: 0.293, data: 0.020) G_GAN: 1.422 G_L1: 4.143 D_real: 0.000 D_fake: 0.836 +(epoch: 23, iters: 32348, time: 0.300, data: 0.017) G_GAN: 1.170 G_L1: 4.431 D_real: 0.000 D_fake: 0.450 +(epoch: 23, iters: 32448, time: 0.395, data: 0.017) G_GAN: 1.055 G_L1: 3.844 D_real: 0.000 D_fake: 0.504 +(epoch: 23, iters: 32548, time: 0.299, data: 0.018) G_GAN: 0.849 G_L1: 3.817 D_real: 0.001 D_fake: 0.528 +(epoch: 23, iters: 32648, time: 0.294, data: 0.017) G_GAN: 1.930 G_L1: 4.502 D_real: 0.022 D_fake: 0.384 +(epoch: 23, iters: 32748, time: 0.287, data: 0.017) G_GAN: 1.361 G_L1: 5.041 D_real: 0.073 D_fake: 0.258 +(epoch: 23, iters: 32848, time: 0.403, data: 0.019) G_GAN: 0.946 G_L1: 3.978 D_real: 0.002 D_fake: 0.698 +(epoch: 23, iters: 32948, time: 0.293, data: 0.016) G_GAN: 1.772 G_L1: 4.987 D_real: 0.012 D_fake: 0.273 +(epoch: 23, iters: 33048, time: 0.298, data: 0.017) G_GAN: 1.531 G_L1: 5.405 D_real: 0.000 D_fake: 0.593 +(epoch: 23, iters: 33148, time: 0.292, data: 0.017) G_GAN: 2.220 G_L1: 3.995 D_real: 0.001 D_fake: 0.184 +(epoch: 23, iters: 33248, time: 0.402, data: 0.016) G_GAN: 1.835 G_L1: 6.733 D_real: 0.001 D_fake: 0.460 +(epoch: 23, iters: 33348, time: 0.301, data: 0.018) G_GAN: 1.420 G_L1: 4.987 D_real: 0.001 D_fake: 0.376 +(epoch: 23, iters: 33448, time: 0.301, data: 0.019) G_GAN: 1.283 G_L1: 5.086 D_real: 0.000 D_fake: 0.542 +(epoch: 23, iters: 33548, time: 0.296, data: 0.017) G_GAN: 1.228 G_L1: 4.896 D_real: 0.008 D_fake: 0.547 +(epoch: 23, iters: 33648, time: 0.560, data: 0.015) G_GAN: 2.077 G_L1: 6.329 D_real: 0.000 D_fake: 0.284 +(epoch: 23, iters: 33748, time: 0.300, data: 0.017) G_GAN: 1.001 G_L1: 3.764 D_real: 0.000 D_fake: 0.694 +(epoch: 23, iters: 33848, time: 0.297, data: 0.023) G_GAN: 2.144 G_L1: 6.463 D_real: 0.081 D_fake: 0.264 +(epoch: 23, iters: 33948, time: 0.296, data: 0.019) G_GAN: 1.328 G_L1: 6.146 D_real: 0.000 D_fake: 0.433 +(epoch: 23, iters: 34048, time: 0.410, data: 0.015) G_GAN: 1.249 G_L1: 3.927 D_real: 0.001 D_fake: 0.359 +(epoch: 23, iters: 34148, time: 0.301, data: 0.018) G_GAN: 1.109 G_L1: 4.541 D_real: 0.000 D_fake: 0.530 +(epoch: 23, iters: 34248, time: 0.291, data: 0.017) G_GAN: 1.373 G_L1: 6.182 D_real: 0.001 D_fake: 0.404 +(epoch: 23, iters: 34348, time: 0.298, data: 0.017) G_GAN: 1.700 G_L1: 5.576 D_real: 0.084 D_fake: 0.296 +(epoch: 23, iters: 34448, time: 0.423, data: 0.018) G_GAN: 1.396 G_L1: 4.643 D_real: 0.145 D_fake: 0.427 +(epoch: 23, iters: 34548, time: 0.298, data: 0.018) G_GAN: 1.347 G_L1: 3.806 D_real: 0.035 D_fake: 0.722 +(epoch: 23, iters: 34648, time: 0.300, data: 0.016) G_GAN: 1.146 G_L1: 6.869 D_real: 0.256 D_fake: 0.817 +(epoch: 23, iters: 34748, time: 0.304, data: 0.020) G_GAN: 1.504 G_L1: 4.381 D_real: 0.001 D_fake: 0.612 +(epoch: 23, iters: 34848, time: 0.388, data: 0.020) G_GAN: 1.412 G_L1: 3.815 D_real: 0.003 D_fake: 0.480 +(epoch: 23, iters: 34948, time: 0.302, data: 0.019) G_GAN: 1.384 G_L1: 10.936 D_real: 0.003 D_fake: 0.725 +(epoch: 23, iters: 35048, time: 0.292, data: 0.020) G_GAN: 1.480 G_L1: 3.792 D_real: 0.000 D_fake: 0.442 +(epoch: 23, iters: 35148, time: 0.298, data: 0.022) G_GAN: 1.536 G_L1: 8.302 D_real: 0.004 D_fake: 0.482 +(epoch: 23, iters: 35248, time: 0.406, data: 0.018) G_GAN: 1.000 G_L1: 2.594 D_real: 0.012 D_fake: 0.725 +(epoch: 23, iters: 35348, time: 0.302, data: 0.017) G_GAN: 1.544 G_L1: 5.889 D_real: 0.076 D_fake: 0.232 +(epoch: 23, iters: 35448, time: 0.290, data: 0.017) G_GAN: 1.322 G_L1: 3.715 D_real: 0.000 D_fake: 0.400 +(epoch: 23, iters: 35548, time: 0.302, data: 0.016) G_GAN: 1.328 G_L1: 4.436 D_real: 0.025 D_fake: 0.445 +(epoch: 23, iters: 35648, time: 0.556, data: 0.017) G_GAN: 1.108 G_L1: 3.671 D_real: 0.045 D_fake: 0.571 +(epoch: 23, iters: 35748, time: 0.304, data: 0.018) G_GAN: 1.351 G_L1: 3.290 D_real: 0.004 D_fake: 0.750 +(epoch: 23, iters: 35848, time: 0.299, data: 0.017) G_GAN: 1.170 G_L1: 4.358 D_real: 0.003 D_fake: 0.441 +(epoch: 23, iters: 35948, time: 0.297, data: 0.017) G_GAN: 1.368 G_L1: 3.960 D_real: 0.090 D_fake: 0.381 +(epoch: 23, iters: 36048, time: 0.378, data: 0.016) G_GAN: 1.476 G_L1: 5.442 D_real: 0.007 D_fake: 0.499 +(epoch: 23, iters: 36148, time: 0.288, data: 0.017) G_GAN: 1.116 G_L1: 5.355 D_real: 0.000 D_fake: 0.451 +(epoch: 23, iters: 36248, time: 0.292, data: 0.020) G_GAN: 1.375 G_L1: 5.737 D_real: 0.006 D_fake: 0.674 +(epoch: 23, iters: 36348, time: 0.300, data: 0.017) G_GAN: 1.056 G_L1: 3.972 D_real: 0.000 D_fake: 0.472 +(epoch: 23, iters: 36448, time: 0.378, data: 0.016) G_GAN: 1.768 G_L1: 4.633 D_real: 0.001 D_fake: 0.397 +(epoch: 23, iters: 36548, time: 0.302, data: 0.018) G_GAN: 1.503 G_L1: 6.712 D_real: 0.017 D_fake: 0.536 +(epoch: 23, iters: 36648, time: 0.302, data: 0.017) G_GAN: 1.666 G_L1: 4.603 D_real: 0.018 D_fake: 0.480 +(epoch: 23, iters: 36748, time: 0.294, data: 0.018) G_GAN: 1.467 G_L1: 3.799 D_real: 0.013 D_fake: 0.466 +(epoch: 23, iters: 36848, time: 0.419, data: 0.017) G_GAN: 1.236 G_L1: 5.071 D_real: 0.083 D_fake: 0.662 +(epoch: 23, iters: 36948, time: 0.294, data: 0.019) G_GAN: 1.693 G_L1: 4.592 D_real: 0.131 D_fake: 0.396 +(epoch: 23, iters: 37048, time: 0.298, data: 0.017) G_GAN: 1.739 G_L1: 4.166 D_real: 0.009 D_fake: 0.308 +(epoch: 23, iters: 37148, time: 0.291, data: 0.016) G_GAN: 1.888 G_L1: 5.746 D_real: 0.067 D_fake: 0.383 +(epoch: 23, iters: 37248, time: 0.405, data: 0.017) G_GAN: 1.212 G_L1: 3.986 D_real: 0.001 D_fake: 0.364 +(epoch: 23, iters: 37348, time: 0.304, data: 0.018) G_GAN: 1.151 G_L1: 4.759 D_real: 0.020 D_fake: 0.832 +(epoch: 23, iters: 37448, time: 0.301, data: 0.018) G_GAN: 1.560 G_L1: 4.857 D_real: 0.006 D_fake: 0.681 +(epoch: 23, iters: 37548, time: 0.293, data: 0.017) G_GAN: 1.068 G_L1: 3.725 D_real: 0.000 D_fake: 0.842 +(epoch: 23, iters: 37648, time: 0.561, data: 0.022) G_GAN: 1.470 G_L1: 4.094 D_real: 0.011 D_fake: 0.457 +(epoch: 23, iters: 37748, time: 0.303, data: 0.017) G_GAN: 1.080 G_L1: 3.791 D_real: 0.017 D_fake: 0.371 +(epoch: 23, iters: 37848, time: 0.300, data: 0.022) G_GAN: 1.127 G_L1: 3.847 D_real: 0.001 D_fake: 0.616 +(epoch: 23, iters: 37948, time: 0.304, data: 0.018) G_GAN: 1.396 G_L1: 7.179 D_real: 0.008 D_fake: 0.424 +(epoch: 23, iters: 38048, time: 0.385, data: 0.021) G_GAN: 1.529 G_L1: 5.098 D_real: 0.036 D_fake: 0.826 +(epoch: 23, iters: 38148, time: 0.295, data: 0.017) G_GAN: 1.671 G_L1: 4.679 D_real: 0.178 D_fake: 0.575 +(epoch: 23, iters: 38248, time: 0.297, data: 0.021) G_GAN: 1.126 G_L1: 10.118 D_real: 0.029 D_fake: 0.702 +(epoch: 23, iters: 38348, time: 0.298, data: 0.017) G_GAN: 1.550 G_L1: 4.902 D_real: 0.009 D_fake: 0.716 +(epoch: 23, iters: 38448, time: 0.409, data: 0.016) G_GAN: 1.257 G_L1: 4.422 D_real: 0.009 D_fake: 0.430 +(epoch: 23, iters: 38548, time: 0.297, data: 0.017) G_GAN: 1.156 G_L1: 3.387 D_real: 0.058 D_fake: 0.476 +(epoch: 23, iters: 38648, time: 0.289, data: 0.021) G_GAN: 1.415 G_L1: 3.886 D_real: 0.271 D_fake: 0.439 +(epoch: 23, iters: 38748, time: 0.302, data: 0.016) G_GAN: 2.485 G_L1: 9.459 D_real: 0.529 D_fake: 0.492 +(epoch: 23, iters: 38848, time: 0.371, data: 0.016) G_GAN: 1.951 G_L1: 4.224 D_real: 0.195 D_fake: 0.173 +(epoch: 23, iters: 38948, time: 0.298, data: 0.016) G_GAN: 1.815 G_L1: 4.596 D_real: 0.001 D_fake: 0.378 +(epoch: 23, iters: 39048, time: 0.300, data: 0.019) G_GAN: 1.043 G_L1: 3.544 D_real: 0.001 D_fake: 0.489 +(epoch: 23, iters: 39148, time: 0.298, data: 0.017) G_GAN: 1.209 G_L1: 3.925 D_real: 0.000 D_fake: 1.137 +(epoch: 23, iters: 39248, time: 0.396, data: 0.017) G_GAN: 1.872 G_L1: 4.122 D_real: 0.001 D_fake: 0.643 +(epoch: 23, iters: 39348, time: 0.301, data: 0.018) G_GAN: 1.800 G_L1: 5.841 D_real: 0.020 D_fake: 0.457 +(epoch: 23, iters: 39448, time: 0.293, data: 0.018) G_GAN: 2.044 G_L1: 5.034 D_real: 0.002 D_fake: 0.481 +(epoch: 23, iters: 39548, time: 0.294, data: 0.017) G_GAN: 1.772 G_L1: 6.986 D_real: 0.032 D_fake: 0.381 +(epoch: 23, iters: 39648, time: 0.581, data: 0.019) G_GAN: 1.798 G_L1: 4.852 D_real: 0.000 D_fake: 0.281 +(epoch: 23, iters: 39748, time: 0.298, data: 0.019) G_GAN: 2.328 G_L1: 4.188 D_real: 0.001 D_fake: 0.229 +(epoch: 23, iters: 39848, time: 0.301, data: 0.018) G_GAN: 1.184 G_L1: 5.330 D_real: 0.000 D_fake: 0.742 +(epoch: 23, iters: 39948, time: 0.300, data: 0.019) G_GAN: 1.392 G_L1: 4.831 D_real: 0.000 D_fake: 0.646 +(epoch: 23, iters: 40048, time: 0.420, data: 0.018) G_GAN: 1.501 G_L1: 5.635 D_real: 0.002 D_fake: 0.574 +(epoch: 23, iters: 40148, time: 0.304, data: 0.018) G_GAN: 1.186 G_L1: 3.495 D_real: 0.001 D_fake: 0.428 +(epoch: 23, iters: 40248, time: 0.289, data: 0.019) G_GAN: 1.262 G_L1: 3.664 D_real: 0.003 D_fake: 0.713 +(epoch: 23, iters: 40348, time: 0.303, data: 0.016) G_GAN: 1.738 G_L1: 4.732 D_real: 0.007 D_fake: 1.104 +(epoch: 23, iters: 40448, time: 0.426, data: 0.018) G_GAN: 1.513 G_L1: 4.219 D_real: 0.003 D_fake: 0.429 +(epoch: 23, iters: 40548, time: 0.295, data: 0.020) G_GAN: 1.049 G_L1: 5.049 D_real: 0.010 D_fake: 0.486 +(epoch: 23, iters: 40648, time: 0.300, data: 0.018) G_GAN: 1.395 G_L1: 3.923 D_real: 0.007 D_fake: 0.555 +(epoch: 23, iters: 40748, time: 0.295, data: 0.020) G_GAN: 1.567 G_L1: 3.689 D_real: 0.001 D_fake: 0.355 +(epoch: 23, iters: 40848, time: 0.402, data: 0.017) G_GAN: 1.256 G_L1: 4.539 D_real: 0.000 D_fake: 0.310 +(epoch: 23, iters: 40948, time: 0.291, data: 0.018) G_GAN: 1.600 G_L1: 4.520 D_real: 0.023 D_fake: 0.440 +(epoch: 23, iters: 41048, time: 0.289, data: 0.018) G_GAN: 1.214 G_L1: 3.786 D_real: 0.019 D_fake: 0.465 +(epoch: 23, iters: 41148, time: 0.305, data: 0.017) G_GAN: 1.196 G_L1: 3.946 D_real: 0.001 D_fake: 0.847 +(epoch: 23, iters: 41248, time: 0.408, data: 0.018) G_GAN: 1.123 G_L1: 5.109 D_real: 0.001 D_fake: 0.392 +(epoch: 23, iters: 41348, time: 0.305, data: 0.016) G_GAN: 1.288 G_L1: 4.742 D_real: 0.000 D_fake: 0.856 +(epoch: 23, iters: 41448, time: 0.289, data: 0.024) G_GAN: 1.275 G_L1: 3.954 D_real: 0.003 D_fake: 0.508 +(epoch: 23, iters: 41548, time: 0.289, data: 0.017) G_GAN: 1.703 G_L1: 5.374 D_real: 0.000 D_fake: 0.463 +(epoch: 23, iters: 41648, time: 0.548, data: 0.017) G_GAN: 1.852 G_L1: 5.001 D_real: 0.116 D_fake: 0.269 +(epoch: 23, iters: 41748, time: 0.296, data: 0.019) G_GAN: 1.361 G_L1: 4.488 D_real: 0.000 D_fake: 0.403 +(epoch: 23, iters: 41848, time: 0.302, data: 0.018) G_GAN: 0.848 G_L1: 4.706 D_real: 0.001 D_fake: 0.836 +(epoch: 23, iters: 41948, time: 0.294, data: 0.017) G_GAN: 0.883 G_L1: 3.821 D_real: 0.001 D_fake: 0.721 +(epoch: 23, iters: 42048, time: 0.394, data: 0.017) G_GAN: 1.267 G_L1: 3.951 D_real: 0.004 D_fake: 0.416 +(epoch: 23, iters: 42148, time: 0.300, data: 0.018) G_GAN: 1.278 G_L1: 3.933 D_real: 0.000 D_fake: 0.517 +(epoch: 23, iters: 42248, time: 0.303, data: 0.018) G_GAN: 1.136 G_L1: 4.297 D_real: 0.011 D_fake: 0.565 +(epoch: 23, iters: 42348, time: 0.296, data: 0.017) G_GAN: 1.010 G_L1: 3.669 D_real: 0.005 D_fake: 0.746 +(epoch: 23, iters: 42448, time: 0.424, data: 0.017) G_GAN: 2.063 G_L1: 6.054 D_real: 0.093 D_fake: 0.380 +(epoch: 23, iters: 42548, time: 0.288, data: 0.018) G_GAN: 1.853 G_L1: 4.199 D_real: 0.087 D_fake: 0.356 +(epoch: 23, iters: 42648, time: 0.304, data: 0.016) G_GAN: 1.797 G_L1: 4.239 D_real: 0.140 D_fake: 0.235 +(epoch: 23, iters: 42748, time: 0.294, data: 0.018) G_GAN: 0.985 G_L1: 3.363 D_real: 0.041 D_fake: 0.534 +(epoch: 23, iters: 42848, time: 0.406, data: 0.017) G_GAN: 1.522 G_L1: 4.082 D_real: 0.012 D_fake: 0.468 +(epoch: 23, iters: 42948, time: 0.301, data: 0.017) G_GAN: 2.269 G_L1: 6.752 D_real: 0.074 D_fake: 0.255 +(epoch: 23, iters: 43048, time: 0.301, data: 0.018) G_GAN: 1.503 G_L1: 5.395 D_real: 0.047 D_fake: 0.404 +(epoch: 23, iters: 43148, time: 0.301, data: 0.022) G_GAN: 1.704 G_L1: 5.374 D_real: 0.003 D_fake: 0.864 +(epoch: 23, iters: 43248, time: 0.382, data: 0.018) G_GAN: 1.175 G_L1: 2.997 D_real: 0.001 D_fake: 0.749 +(epoch: 23, iters: 43348, time: 0.301, data: 0.019) G_GAN: 2.910 G_L1: 8.073 D_real: 0.041 D_fake: 0.326 +(epoch: 23, iters: 43448, time: 0.303, data: 0.020) G_GAN: 1.222 G_L1: 4.414 D_real: 0.024 D_fake: 1.030 +(epoch: 23, iters: 43548, time: 0.293, data: 0.020) G_GAN: 1.591 G_L1: 5.647 D_real: 0.003 D_fake: 0.394 +(epoch: 23, iters: 43648, time: 0.514, data: 0.020) G_GAN: 1.766 G_L1: 3.900 D_real: 0.000 D_fake: 0.365 +(epoch: 23, iters: 43748, time: 0.298, data: 0.019) G_GAN: 2.335 G_L1: 6.010 D_real: 0.002 D_fake: 0.755 +(epoch: 23, iters: 43848, time: 0.296, data: 0.020) G_GAN: 1.458 G_L1: 3.866 D_real: 0.000 D_fake: 0.392 +(epoch: 23, iters: 43948, time: 0.295, data: 0.018) G_GAN: 1.235 G_L1: 5.107 D_real: 0.000 D_fake: 0.447 +(epoch: 23, iters: 44048, time: 0.418, data: 0.017) G_GAN: 2.461 G_L1: 9.481 D_real: 0.012 D_fake: 0.780 +(epoch: 23, iters: 44148, time: 0.293, data: 0.020) G_GAN: 1.454 G_L1: 4.234 D_real: 0.000 D_fake: 0.471 +(epoch: 23, iters: 44248, time: 0.288, data: 0.017) G_GAN: 1.740 G_L1: 4.778 D_real: 0.017 D_fake: 0.553 +(epoch: 23, iters: 44348, time: 0.287, data: 0.017) G_GAN: 2.502 G_L1: 11.716 D_real: 0.001 D_fake: 0.665 +(epoch: 23, iters: 44448, time: 0.414, data: 0.017) G_GAN: 1.605 G_L1: 5.900 D_real: 0.000 D_fake: 0.441 +(epoch: 23, iters: 44548, time: 0.304, data: 0.018) G_GAN: 1.274 G_L1: 4.423 D_real: 0.011 D_fake: 0.545 +(epoch: 23, iters: 44648, time: 0.280, data: 0.018) G_GAN: 1.145 G_L1: 3.807 D_real: 0.004 D_fake: 0.752 +(epoch: 23, iters: 44748, time: 0.296, data: 0.020) G_GAN: 2.091 G_L1: 6.982 D_real: 0.002 D_fake: 0.464 +(epoch: 23, iters: 44848, time: 0.411, data: 0.018) G_GAN: 1.362 G_L1: 3.823 D_real: 0.003 D_fake: 0.445 +(epoch: 23, iters: 44948, time: 0.279, data: 0.019) G_GAN: 2.370 G_L1: 7.535 D_real: 0.194 D_fake: 0.273 +(epoch: 23, iters: 45048, time: 0.278, data: 0.016) G_GAN: 1.759 G_L1: 9.178 D_real: 0.003 D_fake: 0.476 +(epoch: 23, iters: 45148, time: 0.289, data: 0.017) G_GAN: 1.441 G_L1: 4.112 D_real: 0.014 D_fake: 0.564 +(epoch: 23, iters: 45248, time: 0.404, data: 0.017) G_GAN: 1.627 G_L1: 4.895 D_real: 0.073 D_fake: 0.411 +(epoch: 23, iters: 45348, time: 0.295, data: 0.018) G_GAN: 1.761 G_L1: 4.806 D_real: 0.013 D_fake: 0.375 +(epoch: 23, iters: 45448, time: 0.293, data: 0.015) G_GAN: 1.158 G_L1: 5.041 D_real: 0.001 D_fake: 0.698 +(epoch: 23, iters: 45548, time: 0.298, data: 0.017) G_GAN: 1.257 G_L1: 4.056 D_real: 0.004 D_fake: 0.676 +(epoch: 23, iters: 45648, time: 0.563, data: 0.016) G_GAN: 2.061 G_L1: 7.153 D_real: 0.195 D_fake: 0.465 +(epoch: 23, iters: 45748, time: 0.298, data: 0.017) G_GAN: 2.049 G_L1: 7.743 D_real: 0.131 D_fake: 0.394 +(epoch: 23, iters: 45848, time: 0.282, data: 0.019) G_GAN: 2.416 G_L1: 6.046 D_real: 0.549 D_fake: 0.876 +(epoch: 23, iters: 45948, time: 0.284, data: 0.016) G_GAN: 1.299 G_L1: 4.340 D_real: 0.006 D_fake: 0.617 +(epoch: 23, iters: 46048, time: 0.419, data: 0.015) G_GAN: 1.739 G_L1: 4.434 D_real: 0.003 D_fake: 0.582 +(epoch: 23, iters: 46148, time: 0.297, data: 0.018) G_GAN: 1.530 G_L1: 4.945 D_real: 0.022 D_fake: 0.455 +(epoch: 23, iters: 46248, time: 0.298, data: 0.017) G_GAN: 1.182 G_L1: 4.102 D_real: 0.099 D_fake: 0.859 +(epoch: 23, iters: 46348, time: 0.301, data: 0.020) G_GAN: 1.649 G_L1: 9.279 D_real: 0.002 D_fake: 0.466 +(epoch: 23, iters: 46448, time: 0.385, data: 0.020) G_GAN: 1.779 G_L1: 3.918 D_real: 0.004 D_fake: 0.468 +(epoch: 23, iters: 46548, time: 0.294, data: 0.016) G_GAN: 1.278 G_L1: 3.690 D_real: 0.129 D_fake: 0.366 +(epoch: 23, iters: 46648, time: 0.279, data: 0.016) G_GAN: 1.363 G_L1: 5.047 D_real: 0.029 D_fake: 0.578 +(epoch: 23, iters: 46748, time: 0.294, data: 0.016) G_GAN: 0.841 G_L1: 4.314 D_real: 0.001 D_fake: 0.567 +(epoch: 23, iters: 46848, time: 0.398, data: 0.017) G_GAN: 1.320 G_L1: 4.772 D_real: 0.002 D_fake: 0.535 +(epoch: 23, iters: 46948, time: 0.298, data: 0.016) G_GAN: 1.331 G_L1: 4.432 D_real: 0.027 D_fake: 0.330 +(epoch: 23, iters: 47048, time: 0.282, data: 0.016) G_GAN: 0.926 G_L1: 3.928 D_real: 0.009 D_fake: 0.600 +(epoch: 23, iters: 47148, time: 0.269, data: 0.017) G_GAN: 2.215 G_L1: 6.953 D_real: 0.014 D_fake: 0.757 +(epoch: 23, iters: 47248, time: 0.416, data: 0.015) G_GAN: 2.003 G_L1: 4.500 D_real: 0.000 D_fake: 0.331 +(epoch: 23, iters: 47348, time: 0.271, data: 0.017) G_GAN: 1.289 G_L1: 5.005 D_real: 0.033 D_fake: 0.438 +(epoch: 23, iters: 47448, time: 0.295, data: 0.014) G_GAN: 2.539 G_L1: 5.765 D_real: 0.015 D_fake: 0.339 +(epoch: 23, iters: 47548, time: 0.299, data: 0.016) G_GAN: 1.961 G_L1: 7.324 D_real: 0.020 D_fake: 0.732 +(epoch: 23, iters: 47648, time: 0.536, data: 0.015) G_GAN: 0.705 G_L1: 3.718 D_real: 0.009 D_fake: 1.032 +(epoch: 23, iters: 47748, time: 0.272, data: 0.017) G_GAN: 1.482 G_L1: 4.342 D_real: 0.214 D_fake: 0.264 +(epoch: 23, iters: 47848, time: 0.293, data: 0.017) G_GAN: 1.258 G_L1: 3.432 D_real: 0.002 D_fake: 0.475 +(epoch: 23, iters: 47948, time: 0.298, data: 0.018) G_GAN: 1.802 G_L1: 7.158 D_real: 0.026 D_fake: 0.587 +(epoch: 23, iters: 48048, time: 0.398, data: 0.021) G_GAN: 1.644 G_L1: 4.484 D_real: 0.003 D_fake: 0.325 +(epoch: 23, iters: 48148, time: 0.304, data: 0.016) G_GAN: 0.977 G_L1: 4.166 D_real: 0.001 D_fake: 0.406 +(epoch: 23, iters: 48248, time: 0.288, data: 0.018) G_GAN: 0.957 G_L1: 3.599 D_real: 0.008 D_fake: 0.510 +(epoch: 23, iters: 48348, time: 0.291, data: 0.015) G_GAN: 2.155 G_L1: 6.192 D_real: 0.082 D_fake: 0.584 +(epoch: 23, iters: 48448, time: 0.381, data: 0.017) G_GAN: 0.981 G_L1: 3.910 D_real: 0.000 D_fake: 0.457 +(epoch: 23, iters: 48548, time: 0.278, data: 0.017) G_GAN: 1.599 G_L1: 5.457 D_real: 0.276 D_fake: 0.291 +(epoch: 23, iters: 48648, time: 0.286, data: 0.014) G_GAN: 1.727 G_L1: 5.442 D_real: 0.003 D_fake: 0.625 +(epoch: 23, iters: 48748, time: 0.282, data: 0.015) G_GAN: 1.710 G_L1: 4.115 D_real: 0.019 D_fake: 0.617 +(epoch: 23, iters: 48848, time: 0.398, data: 0.017) G_GAN: 1.410 G_L1: 3.826 D_real: 0.004 D_fake: 0.561 +(epoch: 23, iters: 48948, time: 0.292, data: 0.018) G_GAN: 2.485 G_L1: 4.970 D_real: 0.020 D_fake: 1.098 +(epoch: 23, iters: 49048, time: 0.291, data: 0.018) G_GAN: 2.110 G_L1: 4.731 D_real: 0.085 D_fake: 0.261 +(epoch: 23, iters: 49148, time: 0.288, data: 0.016) G_GAN: 0.941 G_L1: 4.308 D_real: 0.005 D_fake: 0.586 +(epoch: 23, iters: 49248, time: 0.423, data: 0.014) G_GAN: 1.651 G_L1: 4.366 D_real: 0.144 D_fake: 0.355 +(epoch: 23, iters: 49348, time: 0.282, data: 0.021) G_GAN: 2.644 G_L1: 7.144 D_real: 0.170 D_fake: 0.835 +(epoch: 23, iters: 49448, time: 0.299, data: 0.016) G_GAN: 1.646 G_L1: 4.447 D_real: 0.403 D_fake: 0.368 +(epoch: 23, iters: 49548, time: 0.277, data: 0.021) G_GAN: 1.285 G_L1: 3.740 D_real: 0.037 D_fake: 0.932 +(epoch: 23, iters: 49648, time: 0.563, data: 0.018) G_GAN: 2.049 G_L1: 3.554 D_real: 0.298 D_fake: 0.335 +(epoch: 23, iters: 49748, time: 0.268, data: 0.021) G_GAN: 2.233 G_L1: 11.189 D_real: 0.333 D_fake: 0.325 +(epoch: 23, iters: 49848, time: 0.283, data: 0.014) G_GAN: 2.283 G_L1: 5.720 D_real: 0.274 D_fake: 0.449 +(epoch: 23, iters: 49948, time: 0.295, data: 0.016) G_GAN: 3.414 G_L1: 4.201 D_real: 0.004 D_fake: 0.210 +(epoch: 23, iters: 50048, time: 0.422, data: 0.017) G_GAN: 2.245 G_L1: 3.967 D_real: 0.148 D_fake: 0.264 +(epoch: 23, iters: 50148, time: 0.294, data: 0.019) G_GAN: 1.915 G_L1: 4.339 D_real: 0.169 D_fake: 0.528 +(epoch: 23, iters: 50248, time: 0.296, data: 0.016) G_GAN: 1.691 G_L1: 3.928 D_real: 0.159 D_fake: 0.485 +(epoch: 23, iters: 50348, time: 0.298, data: 0.019) G_GAN: 3.795 G_L1: 4.642 D_real: 0.613 D_fake: 0.600 +(epoch: 23, iters: 50448, time: 0.419, data: 0.020) G_GAN: 1.718 G_L1: 3.952 D_real: 0.025 D_fake: 0.388 +(epoch: 23, iters: 50548, time: 0.296, data: 0.018) G_GAN: 1.302 G_L1: 7.008 D_real: 0.011 D_fake: 0.892 +(epoch: 23, iters: 50648, time: 0.291, data: 0.018) G_GAN: 1.672 G_L1: 3.654 D_real: 0.003 D_fake: 0.370 +(epoch: 23, iters: 50748, time: 0.296, data: 0.017) G_GAN: 2.423 G_L1: 5.060 D_real: 0.002 D_fake: 0.336 +(epoch: 23, iters: 50848, time: 0.410, data: 0.017) G_GAN: 1.224 G_L1: 3.927 D_real: 0.005 D_fake: 0.457 +(epoch: 23, iters: 50948, time: 0.287, data: 0.017) G_GAN: 2.096 G_L1: 5.907 D_real: 0.003 D_fake: 0.431 +(epoch: 23, iters: 51048, time: 0.295, data: 0.014) G_GAN: 2.162 G_L1: 5.322 D_real: 0.000 D_fake: 0.408 +(epoch: 23, iters: 51148, time: 0.294, data: 0.017) G_GAN: 1.211 G_L1: 4.771 D_real: 0.000 D_fake: 0.761 +(epoch: 23, iters: 51248, time: 0.403, data: 0.021) G_GAN: 1.174 G_L1: 3.250 D_real: 0.000 D_fake: 0.979 +(epoch: 23, iters: 51348, time: 0.305, data: 0.015) G_GAN: 1.855 G_L1: 4.873 D_real: 0.006 D_fake: 0.471 +(epoch: 23, iters: 51448, time: 0.284, data: 0.018) G_GAN: 1.379 G_L1: 4.211 D_real: 0.000 D_fake: 0.411 +(epoch: 23, iters: 51548, time: 0.297, data: 0.016) G_GAN: 1.838 G_L1: 4.744 D_real: 0.000 D_fake: 0.311 +(epoch: 23, iters: 51648, time: 0.536, data: 0.018) G_GAN: 1.249 G_L1: 3.877 D_real: 0.003 D_fake: 0.672 +(epoch: 23, iters: 51748, time: 0.306, data: 0.017) G_GAN: 1.537 G_L1: 3.950 D_real: 0.008 D_fake: 0.382 +(epoch: 23, iters: 51848, time: 0.302, data: 0.018) G_GAN: 1.785 G_L1: 5.616 D_real: 0.078 D_fake: 0.478 +(epoch: 23, iters: 51948, time: 0.300, data: 0.018) G_GAN: 1.667 G_L1: 5.012 D_real: 0.000 D_fake: 0.301 +(epoch: 23, iters: 52048, time: 0.379, data: 0.018) G_GAN: 1.333 G_L1: 3.873 D_real: 0.001 D_fake: 0.428 +(epoch: 23, iters: 52148, time: 0.298, data: 0.017) G_GAN: 1.297 G_L1: 4.732 D_real: 0.033 D_fake: 1.249 +(epoch: 23, iters: 52248, time: 0.288, data: 0.017) G_GAN: 1.266 G_L1: 4.604 D_real: 0.012 D_fake: 0.464 +(epoch: 23, iters: 52348, time: 0.291, data: 0.016) G_GAN: 1.045 G_L1: 3.479 D_real: 0.111 D_fake: 0.626 +(epoch: 23, iters: 52448, time: 0.422, data: 0.016) G_GAN: 2.060 G_L1: 4.130 D_real: 0.061 D_fake: 0.910 +(epoch: 23, iters: 52548, time: 0.290, data: 0.018) G_GAN: 2.535 G_L1: 4.785 D_real: 0.065 D_fake: 0.253 +(epoch: 23, iters: 52648, time: 0.300, data: 0.016) G_GAN: 1.176 G_L1: 3.427 D_real: 0.013 D_fake: 0.565 +(epoch: 23, iters: 52748, time: 0.292, data: 0.017) G_GAN: 0.940 G_L1: 3.521 D_real: 0.011 D_fake: 0.875 +(epoch: 23, iters: 52848, time: 0.404, data: 0.016) G_GAN: 2.187 G_L1: 4.229 D_real: 0.008 D_fake: 0.572 +(epoch: 23, iters: 52948, time: 0.300, data: 0.016) G_GAN: 1.924 G_L1: 10.053 D_real: 0.052 D_fake: 0.783 +(epoch: 23, iters: 53048, time: 0.303, data: 0.017) G_GAN: 1.040 G_L1: 3.169 D_real: 0.013 D_fake: 0.692 +(epoch: 23, iters: 53148, time: 0.303, data: 0.018) G_GAN: 1.967 G_L1: 3.977 D_real: 0.063 D_fake: 0.278 +(epoch: 23, iters: 53248, time: 0.410, data: 0.018) G_GAN: 1.177 G_L1: 4.851 D_real: 0.004 D_fake: 0.554 +(epoch: 23, iters: 53348, time: 0.286, data: 0.016) G_GAN: 1.564 G_L1: 4.376 D_real: 0.028 D_fake: 0.538 +(epoch: 23, iters: 53448, time: 0.303, data: 0.015) G_GAN: 1.519 G_L1: 5.165 D_real: 0.098 D_fake: 0.885 +(epoch: 23, iters: 53548, time: 0.293, data: 0.019) G_GAN: 1.031 G_L1: 6.511 D_real: 0.001 D_fake: 0.734 +(epoch: 23, iters: 53648, time: 0.551, data: 0.015) G_GAN: 2.109 G_L1: 4.222 D_real: 0.022 D_fake: 1.549 +(epoch: 23, iters: 53748, time: 0.302, data: 0.017) G_GAN: 1.073 G_L1: 5.068 D_real: 0.000 D_fake: 0.541 +(epoch: 23, iters: 53848, time: 0.299, data: 0.017) G_GAN: 2.717 G_L1: 4.478 D_real: 0.031 D_fake: 0.159 +(epoch: 23, iters: 53948, time: 0.281, data: 0.017) G_GAN: 2.327 G_L1: 4.493 D_real: 0.550 D_fake: 0.223 +(epoch: 23, iters: 54048, time: 0.388, data: 0.018) G_GAN: 1.805 G_L1: 3.873 D_real: 1.227 D_fake: 0.279 +(epoch: 23, iters: 54148, time: 0.296, data: 0.016) G_GAN: 2.467 G_L1: 4.319 D_real: 0.200 D_fake: 0.090 +(epoch: 23, iters: 54248, time: 0.300, data: 0.016) G_GAN: 2.022 G_L1: 3.921 D_real: 0.657 D_fake: 0.139 +(epoch: 23, iters: 54348, time: 0.280, data: 0.017) G_GAN: 2.270 G_L1: 4.312 D_real: 1.145 D_fake: 0.305 +(epoch: 23, iters: 54448, time: 0.388, data: 0.016) G_GAN: 2.412 G_L1: 5.102 D_real: 0.441 D_fake: 0.215 +(epoch: 23, iters: 54548, time: 0.293, data: 0.017) G_GAN: 1.603 G_L1: 5.336 D_real: 0.002 D_fake: 0.585 +(epoch: 23, iters: 54648, time: 0.293, data: 0.017) G_GAN: 1.395 G_L1: 3.402 D_real: 0.221 D_fake: 0.251 +(epoch: 23, iters: 54748, time: 0.295, data: 0.020) G_GAN: 1.554 G_L1: 3.998 D_real: 0.006 D_fake: 0.581 +(epoch: 23, iters: 54848, time: 0.413, data: 0.018) G_GAN: 1.835 G_L1: 4.621 D_real: 0.003 D_fake: 0.168 +(epoch: 23, iters: 54948, time: 0.297, data: 0.019) G_GAN: 2.109 G_L1: 4.287 D_real: 0.082 D_fake: 0.186 +(epoch: 23, iters: 55048, time: 0.298, data: 0.018) G_GAN: 1.774 G_L1: 3.807 D_real: 0.007 D_fake: 0.619 +(epoch: 23, iters: 55148, time: 0.305, data: 0.018) G_GAN: 1.894 G_L1: 4.530 D_real: 0.019 D_fake: 0.379 +(epoch: 23, iters: 55248, time: 0.414, data: 0.018) G_GAN: 1.670 G_L1: 3.753 D_real: 0.028 D_fake: 0.740 +(epoch: 23, iters: 55348, time: 0.300, data: 0.018) G_GAN: 2.045 G_L1: 10.432 D_real: 0.013 D_fake: 0.386 +(epoch: 23, iters: 55448, time: 0.287, data: 0.017) G_GAN: 1.587 G_L1: 3.811 D_real: 0.383 D_fake: 0.330 +(epoch: 23, iters: 55548, time: 0.295, data: 0.017) G_GAN: 1.212 G_L1: 5.822 D_real: 0.208 D_fake: 0.436 +(epoch: 23, iters: 55648, time: 0.555, data: 0.018) G_GAN: 3.007 G_L1: 5.271 D_real: 0.047 D_fake: 0.643 +(epoch: 23, iters: 55748, time: 0.300, data: 0.019) G_GAN: 2.166 G_L1: 4.195 D_real: 0.170 D_fake: 0.208 +(epoch: 23, iters: 55848, time: 0.302, data: 0.018) G_GAN: 2.853 G_L1: 5.406 D_real: 0.042 D_fake: 0.169 +(epoch: 23, iters: 55948, time: 0.308, data: 0.018) G_GAN: 1.998 G_L1: 4.173 D_real: 0.028 D_fake: 0.709 +(epoch: 23, iters: 56048, time: 0.370, data: 0.021) G_GAN: 1.443 G_L1: 4.706 D_real: 0.000 D_fake: 0.550 +(epoch: 23, iters: 56148, time: 0.306, data: 0.017) G_GAN: 1.813 G_L1: 4.412 D_real: 0.004 D_fake: 0.146 +(epoch: 23, iters: 56248, time: 0.296, data: 0.019) G_GAN: 1.247 G_L1: 3.829 D_real: 0.002 D_fake: 0.321 +(epoch: 23, iters: 56348, time: 0.294, data: 0.019) G_GAN: 1.830 G_L1: 5.334 D_real: 0.002 D_fake: 0.405 +(epoch: 23, iters: 56448, time: 0.425, data: 0.017) G_GAN: 1.620 G_L1: 4.187 D_real: 0.001 D_fake: 1.007 +(epoch: 23, iters: 56548, time: 0.303, data: 0.018) G_GAN: 1.412 G_L1: 3.985 D_real: 0.010 D_fake: 0.429 +(epoch: 23, iters: 56648, time: 0.291, data: 0.017) G_GAN: 2.159 G_L1: 9.899 D_real: 0.005 D_fake: 0.311 +(epoch: 23, iters: 56748, time: 0.292, data: 0.016) G_GAN: 1.701 G_L1: 6.398 D_real: 0.005 D_fake: 0.518 +(epoch: 23, iters: 56848, time: 0.416, data: 0.016) G_GAN: 1.896 G_L1: 5.508 D_real: 0.011 D_fake: 0.422 +(epoch: 23, iters: 56948, time: 0.302, data: 0.017) G_GAN: 1.625 G_L1: 5.091 D_real: 0.001 D_fake: 0.655 +(epoch: 23, iters: 57048, time: 0.301, data: 0.018) G_GAN: 1.271 G_L1: 4.443 D_real: 0.000 D_fake: 0.535 +(epoch: 23, iters: 57148, time: 0.303, data: 0.018) G_GAN: 2.075 G_L1: 5.867 D_real: 0.000 D_fake: 0.779 +(epoch: 23, iters: 57248, time: 0.404, data: 0.017) G_GAN: 2.154 G_L1: 5.786 D_real: 0.002 D_fake: 0.451 +(epoch: 23, iters: 57348, time: 0.296, data: 0.017) G_GAN: 1.506 G_L1: 4.715 D_real: 0.002 D_fake: 0.640 +(epoch: 23, iters: 57448, time: 0.300, data: 0.020) G_GAN: 0.899 G_L1: 3.835 D_real: 0.001 D_fake: 0.562 +(epoch: 23, iters: 57548, time: 0.290, data: 0.033) G_GAN: 1.441 G_L1: 4.177 D_real: 0.006 D_fake: 0.451 +(epoch: 23, iters: 57648, time: 0.549, data: 0.016) G_GAN: 1.227 G_L1: 3.981 D_real: 0.019 D_fake: 0.397 +(epoch: 23, iters: 57748, time: 0.297, data: 0.017) G_GAN: 1.809 G_L1: 4.800 D_real: 0.011 D_fake: 0.393 +(epoch: 23, iters: 57848, time: 0.284, data: 0.020) G_GAN: 1.853 G_L1: 4.690 D_real: 0.119 D_fake: 0.299 +(epoch: 23, iters: 57948, time: 0.290, data: 0.016) G_GAN: 2.796 G_L1: 5.252 D_real: 0.013 D_fake: 0.140 +(epoch: 23, iters: 58048, time: 0.420, data: 0.017) G_GAN: 1.016 G_L1: 3.429 D_real: 0.005 D_fake: 0.426 +(epoch: 23, iters: 58148, time: 0.293, data: 0.019) G_GAN: 1.656 G_L1: 4.282 D_real: 0.023 D_fake: 0.523 +(epoch: 23, iters: 58248, time: 0.302, data: 0.017) G_GAN: 1.909 G_L1: 3.803 D_real: 0.394 D_fake: 0.355 +(epoch: 23, iters: 58348, time: 0.302, data: 0.017) G_GAN: 2.881 G_L1: 5.218 D_real: 0.121 D_fake: 0.216 +(epoch: 23, iters: 58448, time: 0.403, data: 0.017) G_GAN: 1.942 G_L1: 4.678 D_real: 0.031 D_fake: 0.530 +(epoch: 23, iters: 58548, time: 0.293, data: 0.020) G_GAN: 1.278 G_L1: 5.080 D_real: 1.132 D_fake: 0.437 +(epoch: 23, iters: 58648, time: 0.303, data: 0.017) G_GAN: 1.774 G_L1: 4.440 D_real: 0.004 D_fake: 0.471 +(epoch: 23, iters: 58748, time: 0.303, data: 0.017) G_GAN: 1.728 G_L1: 4.624 D_real: 0.003 D_fake: 0.421 +(epoch: 23, iters: 58848, time: 0.396, data: 0.020) G_GAN: 1.785 G_L1: 4.474 D_real: 0.006 D_fake: 0.364 +(epoch: 23, iters: 58948, time: 0.304, data: 0.017) G_GAN: 1.718 G_L1: 4.199 D_real: 0.001 D_fake: 0.357 +(epoch: 23, iters: 59048, time: 0.301, data: 0.017) G_GAN: 1.145 G_L1: 4.143 D_real: 0.000 D_fake: 0.697 +(epoch: 23, iters: 59148, time: 0.297, data: 0.016) G_GAN: 1.948 G_L1: 6.076 D_real: 0.015 D_fake: 0.441 +(epoch: 23, iters: 59248, time: 0.428, data: 0.018) G_GAN: 1.090 G_L1: 4.008 D_real: 0.022 D_fake: 0.443 +(epoch: 23, iters: 59348, time: 0.303, data: 0.019) G_GAN: 1.594 G_L1: 7.174 D_real: 0.040 D_fake: 0.446 +(epoch: 23, iters: 59448, time: 0.292, data: 0.020) G_GAN: 1.326 G_L1: 3.617 D_real: 0.012 D_fake: 0.331 +(epoch: 23, iters: 59548, time: 0.297, data: 0.016) G_GAN: 1.065 G_L1: 4.447 D_real: 0.000 D_fake: 0.442 +(epoch: 23, iters: 59648, time: 0.578, data: 0.017) G_GAN: 2.779 G_L1: 4.534 D_real: 0.035 D_fake: 0.160 +(epoch: 23, iters: 59748, time: 0.310, data: 0.020) G_GAN: 1.203 G_L1: 4.706 D_real: 0.288 D_fake: 0.521 +(epoch: 23, iters: 59848, time: 0.295, data: 0.017) G_GAN: 1.606 G_L1: 5.296 D_real: 0.002 D_fake: 0.447 +(epoch: 23, iters: 59948, time: 0.292, data: 0.017) G_GAN: 3.286 G_L1: 3.974 D_real: 0.096 D_fake: 0.403 +(epoch: 24, iters: 32, time: 0.540, data: 0.019) G_GAN: 1.186 G_L1: 3.438 D_real: 0.065 D_fake: 0.287 +(epoch: 24, iters: 132, time: 0.303, data: 0.025) G_GAN: 1.502 G_L1: 3.069 D_real: 0.003 D_fake: 0.557 +(epoch: 24, iters: 232, time: 0.283, data: 0.019) G_GAN: 2.157 G_L1: 6.498 D_real: 0.015 D_fake: 0.301 +(epoch: 24, iters: 332, time: 0.276, data: 0.025) G_GAN: 2.152 G_L1: 11.838 D_real: 0.018 D_fake: 0.232 +(epoch: 24, iters: 432, time: 0.388, data: 0.015) G_GAN: 0.638 G_L1: 4.582 D_real: 0.001 D_fake: 0.924 +(epoch: 24, iters: 532, time: 0.291, data: 0.017) G_GAN: 2.327 G_L1: 6.371 D_real: 0.008 D_fake: 1.082 +(epoch: 24, iters: 632, time: 0.256, data: 0.017) G_GAN: 1.585 G_L1: 4.433 D_real: 0.012 D_fake: 0.351 +(epoch: 24, iters: 732, time: 0.267, data: 0.014) G_GAN: 2.171 G_L1: 3.812 D_real: 0.071 D_fake: 0.654 +(epoch: 24, iters: 832, time: 0.377, data: 0.019) G_GAN: 2.095 G_L1: 5.385 D_real: 0.081 D_fake: 0.338 +(epoch: 24, iters: 932, time: 0.291, data: 0.018) G_GAN: 2.026 G_L1: 4.594 D_real: 0.243 D_fake: 0.309 +(epoch: 24, iters: 1032, time: 0.273, data: 0.016) G_GAN: 2.353 G_L1: 4.492 D_real: 0.191 D_fake: 0.154 +(epoch: 24, iters: 1132, time: 0.289, data: 0.016) G_GAN: 1.752 G_L1: 5.272 D_real: 0.205 D_fake: 0.406 +(epoch: 24, iters: 1232, time: 0.409, data: 0.018) G_GAN: 1.377 G_L1: 4.611 D_real: 0.008 D_fake: 0.326 +(epoch: 24, iters: 1332, time: 0.285, data: 0.019) G_GAN: 1.070 G_L1: 5.421 D_real: 0.046 D_fake: 0.544 +(epoch: 24, iters: 1432, time: 0.290, data: 0.020) G_GAN: 1.083 G_L1: 5.073 D_real: 0.018 D_fake: 0.717 +(epoch: 24, iters: 1532, time: 0.297, data: 0.018) G_GAN: 1.481 G_L1: 3.659 D_real: 0.001 D_fake: 0.510 +(epoch: 24, iters: 1632, time: 0.546, data: 0.018) G_GAN: 1.796 G_L1: 4.097 D_real: 0.007 D_fake: 0.486 +(epoch: 24, iters: 1732, time: 0.295, data: 0.021) G_GAN: 1.451 G_L1: 4.040 D_real: 0.012 D_fake: 0.591 +(epoch: 24, iters: 1832, time: 0.290, data: 0.017) G_GAN: 1.927 G_L1: 4.904 D_real: 0.025 D_fake: 0.296 +(epoch: 24, iters: 1932, time: 0.294, data: 0.018) G_GAN: 1.153 G_L1: 4.105 D_real: 0.000 D_fake: 0.278 +(epoch: 24, iters: 2032, time: 0.414, data: 0.018) G_GAN: 1.520 G_L1: 4.299 D_real: 0.043 D_fake: 0.529 +(epoch: 24, iters: 2132, time: 0.291, data: 0.018) G_GAN: 1.792 G_L1: 5.038 D_real: 0.200 D_fake: 0.277 +(epoch: 24, iters: 2232, time: 0.296, data: 0.018) G_GAN: 2.141 G_L1: 3.295 D_real: 0.110 D_fake: 0.276 +(epoch: 24, iters: 2332, time: 0.283, data: 0.019) G_GAN: 2.058 G_L1: 4.395 D_real: 0.323 D_fake: 1.137 +(epoch: 24, iters: 2432, time: 0.415, data: 0.017) G_GAN: 2.123 G_L1: 5.866 D_real: 0.001 D_fake: 0.254 +(epoch: 24, iters: 2532, time: 0.266, data: 0.019) G_GAN: 1.243 G_L1: 3.561 D_real: 0.063 D_fake: 0.634 +(epoch: 24, iters: 2632, time: 0.297, data: 0.015) G_GAN: 2.568 G_L1: 4.165 D_real: 0.050 D_fake: 0.270 +(epoch: 24, iters: 2732, time: 0.298, data: 0.018) G_GAN: 1.037 G_L1: 4.776 D_real: 0.311 D_fake: 0.579 +(epoch: 24, iters: 2832, time: 0.413, data: 0.018) G_GAN: 1.366 G_L1: 3.941 D_real: 0.071 D_fake: 0.785 +(epoch: 24, iters: 2932, time: 0.293, data: 0.018) G_GAN: 2.131 G_L1: 4.509 D_real: 0.146 D_fake: 0.455 +(epoch: 24, iters: 3032, time: 0.287, data: 0.017) G_GAN: 2.317 G_L1: 5.732 D_real: 0.095 D_fake: 0.567 +(epoch: 24, iters: 3132, time: 0.291, data: 0.017) G_GAN: 2.624 G_L1: 4.192 D_real: 0.003 D_fake: 0.472 +(epoch: 24, iters: 3232, time: 0.412, data: 0.018) G_GAN: 1.150 G_L1: 3.957 D_real: 0.028 D_fake: 0.431 +(epoch: 24, iters: 3332, time: 0.285, data: 0.020) G_GAN: 1.953 G_L1: 4.310 D_real: 0.015 D_fake: 0.588 +(epoch: 24, iters: 3432, time: 0.285, data: 0.016) G_GAN: 1.170 G_L1: 4.266 D_real: 0.004 D_fake: 0.769 +(epoch: 24, iters: 3532, time: 0.291, data: 0.018) G_GAN: 1.876 G_L1: 5.273 D_real: 0.158 D_fake: 0.794 +(epoch: 24, iters: 3632, time: 0.555, data: 0.017) G_GAN: 2.312 G_L1: 4.972 D_real: 0.015 D_fake: 0.761 +(epoch: 24, iters: 3732, time: 0.292, data: 0.016) G_GAN: 3.324 G_L1: 3.363 D_real: 0.008 D_fake: 0.072 +(epoch: 24, iters: 3832, time: 0.292, data: 0.018) G_GAN: 2.552 G_L1: 3.209 D_real: 0.000 D_fake: 0.113 +(epoch: 24, iters: 3932, time: 0.293, data: 0.019) G_GAN: 1.720 G_L1: 4.119 D_real: 0.020 D_fake: 0.607 +(epoch: 24, iters: 4032, time: 0.407, data: 0.016) G_GAN: 2.064 G_L1: 4.532 D_real: 0.001 D_fake: 0.296 +(epoch: 24, iters: 4132, time: 0.293, data: 0.020) G_GAN: 1.816 G_L1: 5.034 D_real: 0.000 D_fake: 0.473 +(epoch: 24, iters: 4232, time: 0.293, data: 0.017) G_GAN: 1.893 G_L1: 3.650 D_real: 0.002 D_fake: 0.248 +(epoch: 24, iters: 4332, time: 0.291, data: 0.017) G_GAN: 1.046 G_L1: 3.329 D_real: 0.004 D_fake: 0.335 +(epoch: 24, iters: 4432, time: 0.394, data: 0.017) G_GAN: 2.272 G_L1: 6.180 D_real: 0.027 D_fake: 0.525 +(epoch: 24, iters: 4532, time: 0.298, data: 0.017) G_GAN: 1.954 G_L1: 6.128 D_real: 0.029 D_fake: 0.529 +(epoch: 24, iters: 4632, time: 0.286, data: 0.018) G_GAN: 2.694 G_L1: 4.935 D_real: 0.025 D_fake: 0.352 +(epoch: 24, iters: 4732, time: 0.294, data: 0.020) G_GAN: 1.340 G_L1: 5.414 D_real: 0.001 D_fake: 0.767 +(epoch: 24, iters: 4832, time: 0.421, data: 0.021) G_GAN: 1.419 G_L1: 4.357 D_real: 0.000 D_fake: 0.376 +(epoch: 24, iters: 4932, time: 0.296, data: 0.019) G_GAN: 1.777 G_L1: 5.239 D_real: 0.000 D_fake: 0.421 +(epoch: 24, iters: 5032, time: 0.302, data: 0.018) G_GAN: 1.572 G_L1: 4.864 D_real: 0.001 D_fake: 0.335 +(epoch: 24, iters: 5132, time: 0.291, data: 0.019) G_GAN: 2.294 G_L1: 4.751 D_real: 0.007 D_fake: 0.276 +(epoch: 24, iters: 5232, time: 0.415, data: 0.017) G_GAN: 1.150 G_L1: 5.188 D_real: 0.004 D_fake: 0.426 +(epoch: 24, iters: 5332, time: 0.302, data: 0.018) G_GAN: 1.642 G_L1: 5.842 D_real: 0.002 D_fake: 0.495 +(epoch: 24, iters: 5432, time: 0.301, data: 0.018) G_GAN: 1.527 G_L1: 4.040 D_real: 0.004 D_fake: 0.641 +(epoch: 24, iters: 5532, time: 0.300, data: 0.018) G_GAN: 1.325 G_L1: 4.623 D_real: 0.001 D_fake: 0.424 +(epoch: 24, iters: 5632, time: 0.511, data: 0.019) G_GAN: 1.157 G_L1: 3.416 D_real: 0.002 D_fake: 0.793 +(epoch: 24, iters: 5732, time: 0.303, data: 0.016) G_GAN: 2.289 G_L1: 4.480 D_real: 0.376 D_fake: 0.577 +(epoch: 24, iters: 5832, time: 0.301, data: 0.016) G_GAN: 0.973 G_L1: 4.331 D_real: 0.000 D_fake: 0.511 +(epoch: 24, iters: 5932, time: 0.296, data: 0.017) G_GAN: 1.058 G_L1: 4.934 D_real: 0.022 D_fake: 0.505 +(epoch: 24, iters: 6032, time: 0.381, data: 0.016) G_GAN: 1.031 G_L1: 3.339 D_real: 0.022 D_fake: 0.404 +(epoch: 24, iters: 6132, time: 0.304, data: 0.014) G_GAN: 1.425 G_L1: 4.223 D_real: 0.030 D_fake: 0.459 +(epoch: 24, iters: 6232, time: 0.301, data: 0.017) G_GAN: 2.836 G_L1: 4.722 D_real: 0.011 D_fake: 0.145 +(epoch: 24, iters: 6332, time: 0.305, data: 0.016) G_GAN: 2.168 G_L1: 5.122 D_real: 0.025 D_fake: 0.322 +(epoch: 24, iters: 6432, time: 0.412, data: 0.017) G_GAN: 1.961 G_L1: 4.862 D_real: 0.031 D_fake: 0.217 +(epoch: 24, iters: 6532, time: 0.287, data: 0.018) G_GAN: 2.850 G_L1: 5.534 D_real: 0.047 D_fake: 0.268 +(epoch: 24, iters: 6632, time: 0.298, data: 0.029) G_GAN: 1.721 G_L1: 3.967 D_real: 0.009 D_fake: 0.310 +(epoch: 24, iters: 6732, time: 0.302, data: 0.016) G_GAN: 1.645 G_L1: 3.339 D_real: 0.014 D_fake: 0.312 +(epoch: 24, iters: 6832, time: 0.416, data: 0.017) G_GAN: 0.952 G_L1: 4.220 D_real: 0.000 D_fake: 0.847 +(epoch: 24, iters: 6932, time: 0.295, data: 0.018) G_GAN: 1.008 G_L1: 4.243 D_real: 0.001 D_fake: 0.326 +(epoch: 24, iters: 7032, time: 0.300, data: 0.016) G_GAN: 1.851 G_L1: 4.180 D_real: 0.002 D_fake: 0.770 +(epoch: 24, iters: 7132, time: 0.302, data: 0.018) G_GAN: 2.441 G_L1: 4.204 D_real: 0.158 D_fake: 0.425 +(epoch: 24, iters: 7232, time: 0.413, data: 0.016) G_GAN: 1.455 G_L1: 3.569 D_real: 0.025 D_fake: 0.472 +(epoch: 24, iters: 7332, time: 0.287, data: 0.018) G_GAN: 2.107 G_L1: 4.800 D_real: 0.276 D_fake: 0.494 +(epoch: 24, iters: 7432, time: 0.285, data: 0.017) G_GAN: 3.641 G_L1: 5.900 D_real: 0.002 D_fake: 0.312 +(epoch: 24, iters: 7532, time: 0.298, data: 0.016) G_GAN: 2.542 G_L1: 6.181 D_real: 0.006 D_fake: 0.225 +(epoch: 24, iters: 7632, time: 0.556, data: 0.018) G_GAN: 1.817 G_L1: 6.046 D_real: 0.000 D_fake: 0.711 +(epoch: 24, iters: 7732, time: 0.304, data: 0.021) G_GAN: 3.524 G_L1: 5.560 D_real: 0.002 D_fake: 0.610 +(epoch: 24, iters: 7832, time: 0.292, data: 0.022) G_GAN: 1.936 G_L1: 4.770 D_real: 0.000 D_fake: 0.214 +(epoch: 24, iters: 7932, time: 0.292, data: 0.021) G_GAN: 2.006 G_L1: 4.238 D_real: 0.000 D_fake: 0.459 +(epoch: 24, iters: 8032, time: 0.410, data: 0.017) G_GAN: 1.643 G_L1: 3.875 D_real: 0.000 D_fake: 0.651 +(epoch: 24, iters: 8132, time: 0.302, data: 0.020) G_GAN: 2.958 G_L1: 5.958 D_real: 1.707 D_fake: 0.015 +(epoch: 24, iters: 8232, time: 0.299, data: 0.018) G_GAN: 1.510 G_L1: 4.475 D_real: 0.009 D_fake: 0.623 +(epoch: 24, iters: 8332, time: 0.294, data: 0.018) G_GAN: 3.353 G_L1: 5.076 D_real: 0.367 D_fake: 0.102 +(epoch: 24, iters: 8432, time: 0.411, data: 0.019) G_GAN: 2.038 G_L1: 4.272 D_real: 0.045 D_fake: 0.693 +(epoch: 24, iters: 8532, time: 0.305, data: 0.017) G_GAN: 1.619 G_L1: 4.214 D_real: 0.214 D_fake: 0.410 +(epoch: 24, iters: 8632, time: 0.296, data: 0.018) G_GAN: 2.528 G_L1: 4.957 D_real: 0.142 D_fake: 0.211 +(epoch: 24, iters: 8732, time: 0.294, data: 0.019) G_GAN: 3.682 G_L1: 3.799 D_real: 0.017 D_fake: 0.050 +(epoch: 24, iters: 8832, time: 0.417, data: 0.016) G_GAN: 1.756 G_L1: 3.748 D_real: 0.087 D_fake: 0.670 +(epoch: 24, iters: 8932, time: 0.299, data: 0.019) G_GAN: 2.811 G_L1: 5.006 D_real: 0.002 D_fake: 0.205 +(epoch: 24, iters: 9032, time: 0.295, data: 0.021) G_GAN: 2.082 G_L1: 4.977 D_real: 0.047 D_fake: 0.542 +(epoch: 24, iters: 9132, time: 0.304, data: 0.016) G_GAN: 2.516 G_L1: 4.575 D_real: 0.676 D_fake: 0.525 +(epoch: 24, iters: 9232, time: 0.417, data: 0.017) G_GAN: 2.106 G_L1: 4.002 D_real: 0.010 D_fake: 0.389 +(epoch: 24, iters: 9332, time: 0.294, data: 0.019) G_GAN: 2.274 G_L1: 4.847 D_real: 0.122 D_fake: 0.415 +(epoch: 24, iters: 9432, time: 0.303, data: 0.017) G_GAN: 2.464 G_L1: 4.709 D_real: 0.049 D_fake: 0.251 +(epoch: 24, iters: 9532, time: 0.302, data: 0.018) G_GAN: 2.077 G_L1: 4.671 D_real: 0.000 D_fake: 0.240 +(epoch: 24, iters: 9632, time: 0.552, data: 0.020) G_GAN: 2.077 G_L1: 5.214 D_real: 0.001 D_fake: 0.219 +(epoch: 24, iters: 9732, time: 0.299, data: 0.020) G_GAN: 1.525 G_L1: 3.807 D_real: 0.000 D_fake: 0.794 +(epoch: 24, iters: 9832, time: 0.296, data: 0.018) G_GAN: 1.735 G_L1: 4.327 D_real: 0.007 D_fake: 0.222 +(epoch: 24, iters: 9932, time: 0.281, data: 0.018) G_GAN: 1.558 G_L1: 5.567 D_real: 0.008 D_fake: 0.139 +(epoch: 24, iters: 10032, time: 0.408, data: 0.021) G_GAN: 1.372 G_L1: 5.166 D_real: 0.000 D_fake: 0.421 +(epoch: 24, iters: 10132, time: 0.300, data: 0.019) G_GAN: 2.019 G_L1: 4.999 D_real: 0.000 D_fake: 0.267 +(epoch: 24, iters: 10232, time: 0.299, data: 0.018) G_GAN: 1.475 G_L1: 3.759 D_real: 0.000 D_fake: 0.243 +(epoch: 24, iters: 10332, time: 0.291, data: 0.018) G_GAN: 1.647 G_L1: 4.445 D_real: 0.002 D_fake: 0.273 +(epoch: 24, iters: 10432, time: 0.423, data: 0.017) G_GAN: 1.691 G_L1: 4.078 D_real: 0.002 D_fake: 0.372 +(epoch: 24, iters: 10532, time: 0.300, data: 0.019) G_GAN: 1.405 G_L1: 5.053 D_real: 0.001 D_fake: 0.541 +(epoch: 24, iters: 10632, time: 0.294, data: 0.020) G_GAN: 1.969 G_L1: 7.998 D_real: 0.000 D_fake: 0.254 +(epoch: 24, iters: 10732, time: 0.303, data: 0.018) G_GAN: 1.993 G_L1: 4.839 D_real: 0.000 D_fake: 0.415 +(epoch: 24, iters: 10832, time: 0.420, data: 0.018) G_GAN: 2.529 G_L1: 5.928 D_real: 0.005 D_fake: 0.130 +(epoch: 24, iters: 10932, time: 0.293, data: 0.018) G_GAN: 1.792 G_L1: 4.216 D_real: 0.005 D_fake: 0.451 +(epoch: 24, iters: 11032, time: 0.280, data: 0.018) G_GAN: 2.091 G_L1: 8.334 D_real: 0.000 D_fake: 0.355 +(epoch: 24, iters: 11132, time: 0.293, data: 0.016) G_GAN: 1.397 G_L1: 4.615 D_real: 0.003 D_fake: 0.276 +(epoch: 24, iters: 11232, time: 0.392, data: 0.017) G_GAN: 1.253 G_L1: 4.647 D_real: 0.000 D_fake: 0.507 +(epoch: 24, iters: 11332, time: 0.299, data: 0.019) G_GAN: 1.587 G_L1: 4.121 D_real: 0.003 D_fake: 0.381 +(epoch: 24, iters: 11432, time: 0.303, data: 0.018) G_GAN: 1.495 G_L1: 4.107 D_real: 0.009 D_fake: 0.526 +(epoch: 24, iters: 11532, time: 0.265, data: 0.018) G_GAN: 1.157 G_L1: 3.690 D_real: 0.001 D_fake: 0.971 +(epoch: 24, iters: 11632, time: 0.552, data: 0.013) G_GAN: 1.132 G_L1: 3.601 D_real: 0.000 D_fake: 0.577 +(epoch: 24, iters: 11732, time: 0.296, data: 0.019) G_GAN: 1.422 G_L1: 3.675 D_real: 0.007 D_fake: 0.587 +(epoch: 24, iters: 11832, time: 0.301, data: 0.017) G_GAN: 1.691 G_L1: 4.099 D_real: 0.014 D_fake: 0.582 +(epoch: 24, iters: 11932, time: 0.299, data: 0.018) G_GAN: 1.118 G_L1: 3.014 D_real: 0.000 D_fake: 0.373 +(epoch: 24, iters: 12032, time: 0.394, data: 0.018) G_GAN: 1.614 G_L1: 6.339 D_real: 0.001 D_fake: 0.563 +(epoch: 24, iters: 12132, time: 0.291, data: 0.019) G_GAN: 1.436 G_L1: 4.889 D_real: 0.005 D_fake: 0.311 +(epoch: 24, iters: 12232, time: 0.309, data: 0.016) G_GAN: 2.135 G_L1: 5.434 D_real: 0.000 D_fake: 0.404 +(epoch: 24, iters: 12332, time: 0.287, data: 0.017) G_GAN: 1.609 G_L1: 5.410 D_real: 0.008 D_fake: 0.392 +(epoch: 24, iters: 12432, time: 0.411, data: 0.014) G_GAN: 1.478 G_L1: 2.953 D_real: 0.004 D_fake: 0.486 +(epoch: 24, iters: 12532, time: 0.309, data: 0.018) G_GAN: 1.138 G_L1: 4.626 D_real: 0.000 D_fake: 0.449 +(epoch: 24, iters: 12632, time: 0.299, data: 0.019) G_GAN: 1.220 G_L1: 3.666 D_real: 0.000 D_fake: 0.542 +(epoch: 24, iters: 12732, time: 0.301, data: 0.017) G_GAN: 1.010 G_L1: 3.172 D_real: 0.020 D_fake: 0.378 +(epoch: 24, iters: 12832, time: 0.414, data: 0.017) G_GAN: 0.889 G_L1: 3.287 D_real: 0.004 D_fake: 0.826 +(epoch: 24, iters: 12932, time: 0.303, data: 0.019) G_GAN: 3.056 G_L1: 3.832 D_real: 0.067 D_fake: 0.317 +(epoch: 24, iters: 13032, time: 0.295, data: 0.018) G_GAN: 2.263 G_L1: 7.093 D_real: 0.232 D_fake: 0.175 +(epoch: 24, iters: 13132, time: 0.296, data: 0.016) G_GAN: 1.705 G_L1: 4.024 D_real: 0.330 D_fake: 0.319 +(epoch: 24, iters: 13232, time: 0.398, data: 0.018) G_GAN: 1.281 G_L1: 3.378 D_real: 0.010 D_fake: 0.349 +(epoch: 24, iters: 13332, time: 0.299, data: 0.017) G_GAN: 1.694 G_L1: 4.952 D_real: 0.019 D_fake: 0.532 +(epoch: 24, iters: 13432, time: 0.299, data: 0.018) G_GAN: 1.910 G_L1: 6.338 D_real: 0.008 D_fake: 0.947 +(epoch: 24, iters: 13532, time: 0.294, data: 0.017) G_GAN: 2.915 G_L1: 7.283 D_real: 0.014 D_fake: 0.361 +(epoch: 24, iters: 13632, time: 0.543, data: 0.018) G_GAN: 1.372 G_L1: 3.812 D_real: 0.001 D_fake: 0.468 +(epoch: 24, iters: 13732, time: 0.295, data: 0.018) G_GAN: 2.253 G_L1: 6.265 D_real: 0.002 D_fake: 0.502 +(epoch: 24, iters: 13832, time: 0.294, data: 0.016) G_GAN: 2.184 G_L1: 6.610 D_real: 0.042 D_fake: 0.519 +(epoch: 24, iters: 13932, time: 0.294, data: 0.016) G_GAN: 0.967 G_L1: 3.871 D_real: 0.003 D_fake: 0.482 +(epoch: 24, iters: 14032, time: 0.406, data: 0.017) G_GAN: 1.919 G_L1: 3.605 D_real: 0.118 D_fake: 0.165 +(epoch: 24, iters: 14132, time: 0.301, data: 0.018) G_GAN: 1.404 G_L1: 4.400 D_real: 0.083 D_fake: 0.431 +(epoch: 24, iters: 14232, time: 0.303, data: 0.016) G_GAN: 1.304 G_L1: 4.237 D_real: 0.006 D_fake: 0.467 +(epoch: 24, iters: 14332, time: 0.301, data: 0.018) G_GAN: 1.950 G_L1: 7.035 D_real: 0.049 D_fake: 0.485 +(epoch: 24, iters: 14432, time: 0.417, data: 0.019) G_GAN: 1.970 G_L1: 4.805 D_real: 0.069 D_fake: 0.225 +(epoch: 24, iters: 14532, time: 0.300, data: 0.018) G_GAN: 2.997 G_L1: 5.495 D_real: 0.177 D_fake: 0.218 +(epoch: 24, iters: 14632, time: 0.306, data: 0.016) G_GAN: 2.154 G_L1: 3.340 D_real: 0.083 D_fake: 0.536 +(epoch: 24, iters: 14732, time: 0.302, data: 0.021) G_GAN: 1.511 G_L1: 4.153 D_real: 0.475 D_fake: 0.647 +(epoch: 24, iters: 14832, time: 0.414, data: 0.018) G_GAN: 2.268 G_L1: 4.868 D_real: 0.000 D_fake: 0.205 +(epoch: 24, iters: 14932, time: 0.284, data: 0.020) G_GAN: 1.341 G_L1: 3.666 D_real: 0.004 D_fake: 0.290 +(epoch: 24, iters: 15032, time: 0.299, data: 0.016) G_GAN: 2.458 G_L1: 4.295 D_real: 0.021 D_fake: 0.102 +(epoch: 24, iters: 15132, time: 0.299, data: 0.017) G_GAN: 0.683 G_L1: 3.272 D_real: 0.583 D_fake: 0.712 +(epoch: 24, iters: 15232, time: 0.400, data: 0.018) G_GAN: 1.315 G_L1: 4.799 D_real: 0.000 D_fake: 0.416 +(epoch: 24, iters: 15332, time: 0.303, data: 0.017) G_GAN: 2.102 G_L1: 4.275 D_real: 0.145 D_fake: 0.224 +(epoch: 24, iters: 15432, time: 0.296, data: 0.017) G_GAN: 2.153 G_L1: 4.363 D_real: 0.131 D_fake: 0.234 +(epoch: 24, iters: 15532, time: 0.305, data: 0.015) G_GAN: 1.073 G_L1: 3.959 D_real: 0.529 D_fake: 0.335 +(epoch: 24, iters: 15632, time: 0.548, data: 0.018) G_GAN: 2.076 G_L1: 4.479 D_real: 0.027 D_fake: 0.527 +(epoch: 24, iters: 15732, time: 0.283, data: 0.018) G_GAN: 1.621 G_L1: 3.773 D_real: 0.003 D_fake: 0.652 +(epoch: 24, iters: 15832, time: 0.283, data: 0.014) G_GAN: 3.470 G_L1: 6.498 D_real: 0.373 D_fake: 0.213 +(epoch: 24, iters: 15932, time: 0.286, data: 0.017) G_GAN: 1.756 G_L1: 4.575 D_real: 0.017 D_fake: 0.349 +(epoch: 24, iters: 16032, time: 0.403, data: 0.017) G_GAN: 1.857 G_L1: 3.871 D_real: 0.003 D_fake: 0.514 +(epoch: 24, iters: 16132, time: 0.287, data: 0.017) G_GAN: 1.444 G_L1: 4.222 D_real: 0.041 D_fake: 0.338 +(epoch: 24, iters: 16232, time: 0.304, data: 0.015) G_GAN: 2.068 G_L1: 5.567 D_real: 0.035 D_fake: 0.722 +(epoch: 24, iters: 16332, time: 0.299, data: 0.017) G_GAN: 1.851 G_L1: 4.301 D_real: 0.013 D_fake: 0.273 +(epoch: 24, iters: 16432, time: 0.406, data: 0.017) G_GAN: 2.052 G_L1: 4.485 D_real: 0.002 D_fake: 0.650 +(epoch: 24, iters: 16532, time: 0.280, data: 0.018) G_GAN: 1.795 G_L1: 3.783 D_real: 0.084 D_fake: 0.741 +(epoch: 24, iters: 16632, time: 0.291, data: 0.016) G_GAN: 3.250 G_L1: 4.229 D_real: 0.008 D_fake: 0.163 +(epoch: 24, iters: 16732, time: 0.302, data: 0.016) G_GAN: 1.690 G_L1: 4.712 D_real: 0.041 D_fake: 0.523 +(epoch: 24, iters: 16832, time: 0.416, data: 0.018) G_GAN: 3.146 G_L1: 6.203 D_real: 0.105 D_fake: 0.132 +(epoch: 24, iters: 16932, time: 0.286, data: 0.018) G_GAN: 2.549 G_L1: 6.279 D_real: 0.033 D_fake: 0.213 +(epoch: 24, iters: 17032, time: 0.300, data: 0.017) G_GAN: 1.147 G_L1: 3.526 D_real: 0.000 D_fake: 0.629 +(epoch: 24, iters: 17132, time: 0.291, data: 0.020) G_GAN: 1.480 G_L1: 4.125 D_real: 0.001 D_fake: 0.346 +(epoch: 24, iters: 17232, time: 0.409, data: 0.017) G_GAN: 1.691 G_L1: 4.939 D_real: 0.000 D_fake: 0.488 +(epoch: 24, iters: 17332, time: 0.296, data: 0.016) G_GAN: 2.229 G_L1: 5.609 D_real: 0.020 D_fake: 0.266 +(epoch: 24, iters: 17432, time: 0.301, data: 0.017) G_GAN: 4.100 G_L1: 7.531 D_real: 0.005 D_fake: 0.348 +(epoch: 24, iters: 17532, time: 0.294, data: 0.018) G_GAN: 1.337 G_L1: 4.098 D_real: 0.001 D_fake: 0.706 +(epoch: 24, iters: 17632, time: 0.546, data: 0.018) G_GAN: 1.760 G_L1: 4.647 D_real: 0.020 D_fake: 0.510 +(epoch: 24, iters: 17732, time: 0.290, data: 0.018) G_GAN: 2.163 G_L1: 4.175 D_real: 0.000 D_fake: 0.147 +(epoch: 24, iters: 17832, time: 0.303, data: 0.017) G_GAN: 2.176 G_L1: 4.471 D_real: 0.003 D_fake: 0.227 +(epoch: 24, iters: 17932, time: 0.296, data: 0.017) G_GAN: 1.280 G_L1: 3.758 D_real: 0.000 D_fake: 0.460 +(epoch: 24, iters: 18032, time: 0.400, data: 0.016) G_GAN: 1.213 G_L1: 5.104 D_real: 0.000 D_fake: 0.586 +(epoch: 24, iters: 18132, time: 0.284, data: 0.018) G_GAN: 1.652 G_L1: 4.426 D_real: 0.064 D_fake: 1.096 +(epoch: 24, iters: 18232, time: 0.297, data: 0.016) G_GAN: 1.289 G_L1: 4.417 D_real: 0.010 D_fake: 0.418 +(epoch: 24, iters: 18332, time: 0.299, data: 0.017) G_GAN: 1.379 G_L1: 4.268 D_real: 0.029 D_fake: 0.392 +(epoch: 24, iters: 18432, time: 0.421, data: 0.016) G_GAN: 1.277 G_L1: 3.564 D_real: 0.002 D_fake: 0.378 +(epoch: 24, iters: 18532, time: 0.299, data: 0.018) G_GAN: 1.822 G_L1: 4.940 D_real: 0.001 D_fake: 0.638 +(epoch: 24, iters: 18632, time: 0.296, data: 0.020) G_GAN: 1.296 G_L1: 4.236 D_real: 0.000 D_fake: 0.476 +(epoch: 24, iters: 18732, time: 0.294, data: 0.021) G_GAN: 1.639 G_L1: 4.373 D_real: 0.000 D_fake: 0.492 +(epoch: 24, iters: 18832, time: 0.405, data: 0.017) G_GAN: 1.919 G_L1: 5.700 D_real: 0.003 D_fake: 0.254 +(epoch: 24, iters: 18932, time: 0.305, data: 0.021) G_GAN: 0.915 G_L1: 4.838 D_real: 0.000 D_fake: 0.620 +(epoch: 24, iters: 19032, time: 0.297, data: 0.017) G_GAN: 1.508 G_L1: 5.454 D_real: 0.013 D_fake: 0.681 +(epoch: 24, iters: 19132, time: 0.299, data: 0.018) G_GAN: 1.819 G_L1: 5.731 D_real: 0.063 D_fake: 0.421 +(epoch: 24, iters: 19232, time: 0.395, data: 0.017) G_GAN: 1.282 G_L1: 6.125 D_real: 0.010 D_fake: 0.388 +(epoch: 24, iters: 19332, time: 0.294, data: 0.016) G_GAN: 2.093 G_L1: 4.761 D_real: 0.028 D_fake: 0.245 +(epoch: 24, iters: 19432, time: 0.297, data: 0.018) G_GAN: 1.248 G_L1: 3.562 D_real: 0.168 D_fake: 0.981 +(epoch: 24, iters: 19532, time: 0.282, data: 0.017) G_GAN: 1.606 G_L1: 4.565 D_real: 0.011 D_fake: 0.399 +(epoch: 24, iters: 19632, time: 0.569, data: 0.015) G_GAN: 1.221 G_L1: 4.662 D_real: 0.279 D_fake: 0.403 +(epoch: 24, iters: 19732, time: 0.309, data: 0.020) G_GAN: 2.179 G_L1: 4.081 D_real: 0.285 D_fake: 0.305 +(epoch: 24, iters: 19832, time: 0.302, data: 0.018) G_GAN: 1.598 G_L1: 3.690 D_real: 0.016 D_fake: 0.437 +(epoch: 24, iters: 19932, time: 0.308, data: 0.017) G_GAN: 3.067 G_L1: 5.999 D_real: 0.225 D_fake: 0.304 +(epoch: 24, iters: 20032, time: 0.428, data: 0.019) G_GAN: 3.307 G_L1: 6.780 D_real: 0.000 D_fake: 0.368 +(epoch: 24, iters: 20132, time: 0.303, data: 0.019) G_GAN: 2.214 G_L1: 5.108 D_real: 0.000 D_fake: 0.332 +(epoch: 24, iters: 20232, time: 0.310, data: 0.018) G_GAN: 1.747 G_L1: 5.322 D_real: 0.000 D_fake: 0.324 +(epoch: 24, iters: 20332, time: 0.303, data: 0.018) G_GAN: 2.229 G_L1: 4.350 D_real: 0.001 D_fake: 0.311 +(epoch: 24, iters: 20432, time: 0.395, data: 0.017) G_GAN: 2.226 G_L1: 4.681 D_real: 0.002 D_fake: 0.304 +(epoch: 24, iters: 20532, time: 0.286, data: 0.018) G_GAN: 1.611 G_L1: 4.460 D_real: 0.000 D_fake: 0.387 +(epoch: 24, iters: 20632, time: 0.297, data: 0.015) G_GAN: 3.340 G_L1: 3.926 D_real: 0.005 D_fake: 0.087 +(epoch: 24, iters: 20732, time: 0.295, data: 0.017) G_GAN: 2.848 G_L1: 2.681 D_real: 0.179 D_fake: 0.117 +(epoch: 24, iters: 20832, time: 0.426, data: 0.016) G_GAN: 3.436 G_L1: 5.895 D_real: 0.056 D_fake: 0.139 +(epoch: 24, iters: 20932, time: 0.299, data: 0.019) G_GAN: 3.591 G_L1: 4.620 D_real: 0.085 D_fake: 0.439 +(epoch: 24, iters: 21032, time: 0.286, data: 0.017) G_GAN: 1.569 G_L1: 2.969 D_real: 0.020 D_fake: 0.315 +(epoch: 24, iters: 21132, time: 0.296, data: 0.017) G_GAN: 2.804 G_L1: 4.905 D_real: 0.000 D_fake: 0.269 +(epoch: 24, iters: 21232, time: 0.422, data: 0.016) G_GAN: 2.452 G_L1: 5.405 D_real: 0.000 D_fake: 0.406 +(epoch: 24, iters: 21332, time: 0.280, data: 0.018) G_GAN: 1.366 G_L1: 4.963 D_real: 0.013 D_fake: 0.140 +(epoch: 24, iters: 21432, time: 0.298, data: 0.015) G_GAN: 1.797 G_L1: 5.006 D_real: 0.001 D_fake: 0.188 +(epoch: 24, iters: 21532, time: 0.296, data: 0.018) G_GAN: 4.098 G_L1: 8.578 D_real: 0.011 D_fake: 0.547 +(epoch: 24, iters: 21632, time: 0.559, data: 0.017) G_GAN: 2.202 G_L1: 4.955 D_real: 0.048 D_fake: 0.323 +(epoch: 24, iters: 21732, time: 0.284, data: 0.018) G_GAN: 2.349 G_L1: 5.319 D_real: 0.001 D_fake: 0.353 +(epoch: 24, iters: 21832, time: 0.286, data: 0.016) G_GAN: 1.426 G_L1: 4.456 D_real: 0.000 D_fake: 0.598 +(epoch: 24, iters: 21932, time: 0.289, data: 0.016) G_GAN: 1.083 G_L1: 5.214 D_real: 0.000 D_fake: 0.440 +(epoch: 24, iters: 22032, time: 0.399, data: 0.017) G_GAN: 1.664 G_L1: 7.479 D_real: 0.001 D_fake: 0.390 +(epoch: 24, iters: 22132, time: 0.295, data: 0.016) G_GAN: 1.976 G_L1: 4.245 D_real: 0.000 D_fake: 0.301 +(epoch: 24, iters: 22232, time: 0.297, data: 0.017) G_GAN: 1.192 G_L1: 4.604 D_real: 0.000 D_fake: 0.496 +(epoch: 24, iters: 22332, time: 0.295, data: 0.016) G_GAN: 1.182 G_L1: 4.835 D_real: 0.000 D_fake: 0.670 +(epoch: 24, iters: 22432, time: 0.397, data: 0.018) G_GAN: 1.675 G_L1: 4.694 D_real: 0.005 D_fake: 0.413 +(epoch: 24, iters: 22532, time: 0.292, data: 0.017) G_GAN: 1.350 G_L1: 3.788 D_real: 0.016 D_fake: 0.864 +(epoch: 24, iters: 22632, time: 0.304, data: 0.017) G_GAN: 1.984 G_L1: 5.230 D_real: 0.004 D_fake: 0.388 +(epoch: 24, iters: 22732, time: 0.290, data: 0.018) G_GAN: 1.810 G_L1: 4.387 D_real: 0.000 D_fake: 0.223 +(epoch: 24, iters: 22832, time: 0.420, data: 0.017) G_GAN: 2.375 G_L1: 6.128 D_real: 0.007 D_fake: 0.391 +(epoch: 24, iters: 22932, time: 0.291, data: 0.018) G_GAN: 1.512 G_L1: 6.839 D_real: 0.013 D_fake: 0.411 +(epoch: 24, iters: 23032, time: 0.293, data: 0.017) G_GAN: 1.891 G_L1: 4.621 D_real: 0.000 D_fake: 0.483 +(epoch: 24, iters: 23132, time: 0.300, data: 0.018) G_GAN: 1.505 G_L1: 4.681 D_real: 0.000 D_fake: 0.365 +(epoch: 24, iters: 23232, time: 0.390, data: 0.016) G_GAN: 1.962 G_L1: 4.749 D_real: 0.000 D_fake: 0.190 +(epoch: 24, iters: 23332, time: 0.303, data: 0.018) G_GAN: 1.252 G_L1: 3.630 D_real: 0.039 D_fake: 0.488 +(epoch: 24, iters: 23432, time: 0.275, data: 0.021) G_GAN: 2.359 G_L1: 6.031 D_real: 0.158 D_fake: 0.192 +(epoch: 24, iters: 23532, time: 0.286, data: 0.016) G_GAN: 2.261 G_L1: 4.911 D_real: 0.138 D_fake: 0.200 +(epoch: 24, iters: 23632, time: 0.576, data: 0.015) G_GAN: 2.255 G_L1: 5.670 D_real: 0.455 D_fake: 0.279 +(epoch: 24, iters: 23732, time: 0.293, data: 0.018) G_GAN: 3.360 G_L1: 5.724 D_real: 0.016 D_fake: 0.162 +(epoch: 24, iters: 23832, time: 0.297, data: 0.016) G_GAN: 1.970 G_L1: 5.332 D_real: 0.179 D_fake: 0.432 +(epoch: 24, iters: 23932, time: 0.297, data: 0.017) G_GAN: 1.525 G_L1: 3.562 D_real: 0.001 D_fake: 0.619 +(epoch: 24, iters: 24032, time: 0.413, data: 0.018) G_GAN: 1.379 G_L1: 3.802 D_real: 0.004 D_fake: 0.492 +(epoch: 24, iters: 24132, time: 0.292, data: 0.018) G_GAN: 2.017 G_L1: 5.114 D_real: 0.004 D_fake: 0.270 +(epoch: 24, iters: 24232, time: 0.281, data: 0.018) G_GAN: 1.476 G_L1: 3.790 D_real: 0.008 D_fake: 0.399 +(epoch: 24, iters: 24332, time: 0.295, data: 0.017) G_GAN: 1.352 G_L1: 3.489 D_real: 0.035 D_fake: 0.593 +(epoch: 24, iters: 24432, time: 0.413, data: 0.019) G_GAN: 2.017 G_L1: 4.458 D_real: 0.005 D_fake: 0.376 +(epoch: 24, iters: 24532, time: 0.301, data: 0.019) G_GAN: 2.435 G_L1: 4.085 D_real: 0.004 D_fake: 0.191 +(epoch: 24, iters: 24632, time: 0.305, data: 0.018) G_GAN: 2.785 G_L1: 4.882 D_real: 0.000 D_fake: 0.584 +(epoch: 24, iters: 24732, time: 0.301, data: 0.020) G_GAN: 2.239 G_L1: 5.265 D_real: 0.169 D_fake: 0.190 +(epoch: 24, iters: 24832, time: 0.412, data: 0.018) G_GAN: 2.550 G_L1: 4.407 D_real: 0.047 D_fake: 0.383 +(epoch: 24, iters: 24932, time: 0.305, data: 0.019) G_GAN: 1.426 G_L1: 3.001 D_real: 0.001 D_fake: 0.301 +(epoch: 24, iters: 25032, time: 0.303, data: 0.017) G_GAN: 2.617 G_L1: 7.613 D_real: 0.008 D_fake: 0.425 +(epoch: 24, iters: 25132, time: 0.296, data: 0.021) G_GAN: 2.714 G_L1: 7.539 D_real: 0.007 D_fake: 0.254 +(epoch: 24, iters: 25232, time: 0.389, data: 0.017) G_GAN: 1.665 G_L1: 5.409 D_real: 0.000 D_fake: 0.617 +(epoch: 24, iters: 25332, time: 0.297, data: 0.018) G_GAN: 1.687 G_L1: 4.592 D_real: 0.203 D_fake: 0.475 +(epoch: 24, iters: 25432, time: 0.297, data: 0.021) G_GAN: 1.213 G_L1: 4.795 D_real: 0.000 D_fake: 0.638 +(epoch: 24, iters: 25532, time: 0.302, data: 0.023) G_GAN: 2.816 G_L1: 6.818 D_real: 0.548 D_fake: 0.406 +(epoch: 24, iters: 25632, time: 0.563, data: 0.017) G_GAN: 1.586 G_L1: 4.147 D_real: 0.035 D_fake: 0.756 +(epoch: 24, iters: 25732, time: 0.290, data: 0.018) G_GAN: 2.147 G_L1: 4.188 D_real: 0.023 D_fake: 0.314 +(epoch: 24, iters: 25832, time: 0.295, data: 0.016) G_GAN: 3.423 G_L1: 6.592 D_real: 0.008 D_fake: 0.054 +(epoch: 24, iters: 25932, time: 0.303, data: 0.017) G_GAN: 2.958 G_L1: 5.059 D_real: 0.030 D_fake: 0.219 +(epoch: 24, iters: 26032, time: 0.414, data: 0.017) G_GAN: 1.600 G_L1: 4.249 D_real: 0.012 D_fake: 0.362 +(epoch: 24, iters: 26132, time: 0.292, data: 0.019) G_GAN: 2.822 G_L1: 5.606 D_real: 0.006 D_fake: 0.498 +(epoch: 24, iters: 26232, time: 0.291, data: 0.022) G_GAN: 1.519 G_L1: 4.468 D_real: 0.004 D_fake: 0.395 +(epoch: 24, iters: 26332, time: 0.296, data: 0.016) G_GAN: 2.469 G_L1: 5.269 D_real: 0.014 D_fake: 0.122 +(epoch: 24, iters: 26432, time: 0.418, data: 0.017) G_GAN: 3.353 G_L1: 5.150 D_real: 0.051 D_fake: 0.587 +(epoch: 24, iters: 26532, time: 0.302, data: 0.019) G_GAN: 2.712 G_L1: 6.521 D_real: 0.107 D_fake: 0.431 +(epoch: 24, iters: 26632, time: 0.305, data: 0.017) G_GAN: 2.995 G_L1: 4.212 D_real: 0.118 D_fake: 0.355 +(epoch: 24, iters: 26732, time: 0.302, data: 0.018) G_GAN: 1.386 G_L1: 3.954 D_real: 0.014 D_fake: 0.792 +(epoch: 24, iters: 26832, time: 0.396, data: 0.020) G_GAN: 1.437 G_L1: 4.089 D_real: 0.028 D_fake: 0.808 +(epoch: 24, iters: 26932, time: 0.304, data: 0.019) G_GAN: 2.893 G_L1: 3.885 D_real: 0.650 D_fake: 0.226 +(epoch: 24, iters: 27032, time: 0.305, data: 0.022) G_GAN: 1.748 G_L1: 2.909 D_real: 0.160 D_fake: 0.406 +(epoch: 24, iters: 27132, time: 0.286, data: 0.017) G_GAN: 2.897 G_L1: 4.397 D_real: 0.399 D_fake: 0.149 +(epoch: 24, iters: 27232, time: 0.399, data: 0.020) G_GAN: 3.588 G_L1: 3.590 D_real: 0.008 D_fake: 0.115 +(epoch: 24, iters: 27332, time: 0.294, data: 0.016) G_GAN: 3.434 G_L1: 5.360 D_real: 0.020 D_fake: 0.741 +(epoch: 24, iters: 27432, time: 0.293, data: 0.016) G_GAN: 3.248 G_L1: 7.029 D_real: 0.534 D_fake: 0.615 +(epoch: 24, iters: 27532, time: 0.300, data: 0.018) G_GAN: 2.282 G_L1: 6.173 D_real: 0.029 D_fake: 0.489 +(epoch: 24, iters: 27632, time: 0.559, data: 0.018) G_GAN: 2.384 G_L1: 5.922 D_real: 0.002 D_fake: 0.263 +(epoch: 24, iters: 27732, time: 0.302, data: 0.018) G_GAN: 1.891 G_L1: 4.378 D_real: 0.001 D_fake: 0.278 +(epoch: 24, iters: 27832, time: 0.306, data: 0.018) G_GAN: 1.698 G_L1: 4.835 D_real: 0.000 D_fake: 0.556 +(epoch: 24, iters: 27932, time: 0.305, data: 0.021) G_GAN: 2.229 G_L1: 4.484 D_real: 0.013 D_fake: 0.129 +(epoch: 24, iters: 28032, time: 0.417, data: 0.017) G_GAN: 1.693 G_L1: 4.718 D_real: 0.014 D_fake: 0.244 +(epoch: 24, iters: 28132, time: 0.300, data: 0.019) G_GAN: 3.234 G_L1: 6.727 D_real: 0.058 D_fake: 0.522 +(epoch: 24, iters: 28232, time: 0.295, data: 0.020) G_GAN: 1.347 G_L1: 3.993 D_real: 0.002 D_fake: 0.452 +(epoch: 24, iters: 28332, time: 0.300, data: 0.019) G_GAN: 3.124 G_L1: 5.074 D_real: 0.001 D_fake: 0.622 +(epoch: 24, iters: 28432, time: 0.424, data: 0.018) G_GAN: 2.275 G_L1: 5.383 D_real: 0.001 D_fake: 0.206 +(epoch: 24, iters: 28532, time: 0.310, data: 0.019) G_GAN: 1.580 G_L1: 3.606 D_real: 0.000 D_fake: 0.328 +(epoch: 24, iters: 28632, time: 0.286, data: 0.020) G_GAN: 2.012 G_L1: 4.168 D_real: 0.001 D_fake: 0.169 +(epoch: 24, iters: 28732, time: 0.292, data: 0.018) G_GAN: 1.856 G_L1: 5.603 D_real: 0.009 D_fake: 0.321 +(epoch: 24, iters: 28832, time: 0.424, data: 0.019) G_GAN: 1.916 G_L1: 4.015 D_real: 0.008 D_fake: 0.343 +(epoch: 24, iters: 28932, time: 0.293, data: 0.020) G_GAN: 2.307 G_L1: 4.500 D_real: 0.021 D_fake: 0.338 +(epoch: 24, iters: 29032, time: 0.297, data: 0.018) G_GAN: 3.267 G_L1: 5.065 D_real: 0.019 D_fake: 0.608 +(epoch: 24, iters: 29132, time: 0.298, data: 0.017) G_GAN: 1.350 G_L1: 4.776 D_real: 0.252 D_fake: 0.269 +(epoch: 24, iters: 29232, time: 0.416, data: 0.019) G_GAN: 1.832 G_L1: 4.700 D_real: 0.003 D_fake: 0.883 +(epoch: 24, iters: 29332, time: 0.295, data: 0.019) G_GAN: 1.871 G_L1: 3.892 D_real: 0.000 D_fake: 0.371 +(epoch: 24, iters: 29432, time: 0.298, data: 0.018) G_GAN: 1.860 G_L1: 4.501 D_real: 0.314 D_fake: 0.300 +(epoch: 24, iters: 29532, time: 0.305, data: 0.017) G_GAN: 3.197 G_L1: 5.221 D_real: 0.106 D_fake: 1.012 +(epoch: 24, iters: 29632, time: 0.538, data: 0.021) G_GAN: 2.521 G_L1: 5.791 D_real: 0.004 D_fake: 0.498 +(epoch: 24, iters: 29732, time: 0.292, data: 0.019) G_GAN: 2.454 G_L1: 4.680 D_real: 0.016 D_fake: 0.483 +(epoch: 24, iters: 29832, time: 0.308, data: 0.018) G_GAN: 1.250 G_L1: 3.837 D_real: 0.003 D_fake: 0.825 +(epoch: 24, iters: 29932, time: 0.301, data: 0.020) G_GAN: 2.875 G_L1: 5.209 D_real: 0.033 D_fake: 0.145 +(epoch: 24, iters: 30032, time: 0.407, data: 0.018) G_GAN: 2.596 G_L1: 5.016 D_real: 0.021 D_fake: 0.228 +(epoch: 24, iters: 30132, time: 0.304, data: 0.019) G_GAN: 1.722 G_L1: 3.427 D_real: 0.344 D_fake: 0.401 +(epoch: 24, iters: 30232, time: 0.303, data: 0.019) G_GAN: 2.221 G_L1: 5.741 D_real: 0.184 D_fake: 0.414 +(epoch: 24, iters: 30332, time: 0.290, data: 0.018) G_GAN: 1.487 G_L1: 4.313 D_real: 0.058 D_fake: 0.534 +(epoch: 24, iters: 30432, time: 0.421, data: 0.018) G_GAN: 2.554 G_L1: 3.153 D_real: 0.005 D_fake: 0.617 +(epoch: 24, iters: 30532, time: 0.299, data: 0.020) G_GAN: 3.461 G_L1: 7.176 D_real: 0.006 D_fake: 0.569 +(epoch: 24, iters: 30632, time: 0.286, data: 0.018) G_GAN: 3.048 G_L1: 4.610 D_real: 0.005 D_fake: 0.102 +(epoch: 24, iters: 30732, time: 0.287, data: 0.019) G_GAN: 1.983 G_L1: 5.374 D_real: 0.035 D_fake: 0.600 +(epoch: 24, iters: 30832, time: 0.385, data: 0.016) G_GAN: 2.275 G_L1: 3.914 D_real: 0.066 D_fake: 0.192 +(epoch: 24, iters: 30932, time: 0.298, data: 0.019) G_GAN: 2.527 G_L1: 4.381 D_real: 0.007 D_fake: 0.344 +(epoch: 24, iters: 31032, time: 0.290, data: 0.022) G_GAN: 4.191 G_L1: 3.607 D_real: 0.028 D_fake: 0.045 +(epoch: 24, iters: 31132, time: 0.303, data: 0.016) G_GAN: 2.533 G_L1: 5.127 D_real: 0.185 D_fake: 0.249 +(epoch: 24, iters: 31232, time: 0.425, data: 0.019) G_GAN: 2.619 G_L1: 4.797 D_real: 0.018 D_fake: 0.829 +(epoch: 24, iters: 31332, time: 0.285, data: 0.018) G_GAN: 1.869 G_L1: 4.387 D_real: 0.000 D_fake: 0.382 +(epoch: 24, iters: 31432, time: 0.298, data: 0.018) G_GAN: 1.851 G_L1: 6.027 D_real: 0.051 D_fake: 0.644 +(epoch: 24, iters: 31532, time: 0.293, data: 0.019) G_GAN: 2.096 G_L1: 4.554 D_real: 0.005 D_fake: 0.466 +(epoch: 24, iters: 31632, time: 0.549, data: 0.017) G_GAN: 3.674 G_L1: 6.381 D_real: 0.021 D_fake: 0.206 +(epoch: 24, iters: 31732, time: 0.305, data: 0.016) G_GAN: 2.195 G_L1: 2.910 D_real: 0.224 D_fake: 0.180 +(epoch: 24, iters: 31832, time: 0.289, data: 0.021) G_GAN: 1.916 G_L1: 3.452 D_real: 0.508 D_fake: 0.168 +(epoch: 24, iters: 31932, time: 0.301, data: 0.018) G_GAN: 1.521 G_L1: 2.950 D_real: 0.568 D_fake: 0.250 +(epoch: 24, iters: 32032, time: 0.408, data: 0.018) G_GAN: 3.654 G_L1: 2.265 D_real: 0.041 D_fake: 0.037 +(epoch: 24, iters: 32132, time: 0.292, data: 0.018) G_GAN: 3.934 G_L1: 6.828 D_real: 0.056 D_fake: 0.103 +(epoch: 24, iters: 32232, time: 0.300, data: 0.021) G_GAN: 3.239 G_L1: 3.482 D_real: 0.054 D_fake: 0.149 +(epoch: 24, iters: 32332, time: 0.306, data: 0.017) G_GAN: 3.066 G_L1: 2.648 D_real: 0.097 D_fake: 0.232 +(epoch: 24, iters: 32432, time: 0.411, data: 0.019) G_GAN: 2.539 G_L1: 4.730 D_real: 0.007 D_fake: 0.382 +(epoch: 24, iters: 32532, time: 0.303, data: 0.017) G_GAN: 2.800 G_L1: 3.364 D_real: 0.035 D_fake: 0.069 +(epoch: 24, iters: 32632, time: 0.297, data: 0.017) G_GAN: 2.470 G_L1: 5.939 D_real: 0.003 D_fake: 0.168 +(epoch: 24, iters: 32732, time: 0.304, data: 0.018) G_GAN: 1.477 G_L1: 4.571 D_real: 0.000 D_fake: 0.308 +(epoch: 24, iters: 32832, time: 0.408, data: 0.018) G_GAN: 1.323 G_L1: 4.354 D_real: 0.002 D_fake: 0.366 +(epoch: 24, iters: 32932, time: 0.296, data: 0.017) G_GAN: 1.346 G_L1: 4.652 D_real: 0.000 D_fake: 0.474 +(epoch: 24, iters: 33032, time: 0.281, data: 0.017) G_GAN: 1.406 G_L1: 4.599 D_real: 0.022 D_fake: 0.460 +(epoch: 24, iters: 33132, time: 0.296, data: 0.016) G_GAN: 2.292 G_L1: 4.461 D_real: 0.000 D_fake: 0.539 +(epoch: 24, iters: 33232, time: 0.410, data: 0.017) G_GAN: 2.039 G_L1: 5.765 D_real: 0.017 D_fake: 0.378 +(epoch: 24, iters: 33332, time: 0.294, data: 0.017) G_GAN: 2.463 G_L1: 3.159 D_real: 0.203 D_fake: 0.259 +(epoch: 24, iters: 33432, time: 0.294, data: 0.020) G_GAN: 2.283 G_L1: 5.810 D_real: 0.014 D_fake: 0.432 +(epoch: 24, iters: 33532, time: 0.297, data: 0.017) G_GAN: 2.041 G_L1: 4.272 D_real: 0.439 D_fake: 0.420 +(epoch: 24, iters: 33632, time: 0.542, data: 0.017) G_GAN: 1.278 G_L1: 3.286 D_real: 0.029 D_fake: 0.896 +(epoch: 24, iters: 33732, time: 0.308, data: 0.017) G_GAN: 1.666 G_L1: 3.662 D_real: 0.024 D_fake: 0.622 +(epoch: 24, iters: 33832, time: 0.293, data: 0.019) G_GAN: 3.244 G_L1: 7.551 D_real: 0.018 D_fake: 0.246 +(epoch: 24, iters: 33932, time: 0.303, data: 0.017) G_GAN: 2.115 G_L1: 3.448 D_real: 0.003 D_fake: 0.350 +(epoch: 24, iters: 34032, time: 0.410, data: 0.020) G_GAN: 3.054 G_L1: 5.861 D_real: 0.033 D_fake: 0.191 +(epoch: 24, iters: 34132, time: 0.304, data: 0.020) G_GAN: 2.007 G_L1: 3.511 D_real: 0.112 D_fake: 0.250 +(epoch: 24, iters: 34232, time: 0.293, data: 0.018) G_GAN: 2.405 G_L1: 4.116 D_real: 0.007 D_fake: 0.160 +(epoch: 24, iters: 34332, time: 0.296, data: 0.020) G_GAN: 2.512 G_L1: 4.267 D_real: 0.208 D_fake: 0.633 +(epoch: 24, iters: 34432, time: 0.415, data: 0.016) G_GAN: 3.426 G_L1: 4.797 D_real: 0.126 D_fake: 0.124 +(epoch: 24, iters: 34532, time: 0.298, data: 0.017) G_GAN: 3.379 G_L1: 4.191 D_real: 0.343 D_fake: 0.174 +(epoch: 24, iters: 34632, time: 0.304, data: 0.018) G_GAN: 2.279 G_L1: 4.708 D_real: 0.158 D_fake: 0.244 +(epoch: 24, iters: 34732, time: 0.297, data: 0.019) G_GAN: 2.597 G_L1: 3.514 D_real: 0.097 D_fake: 0.508 +(epoch: 24, iters: 34832, time: 0.422, data: 0.017) G_GAN: 3.017 G_L1: 3.512 D_real: 0.007 D_fake: 0.301 +(epoch: 24, iters: 34932, time: 0.299, data: 0.019) G_GAN: 2.949 G_L1: 6.168 D_real: 0.060 D_fake: 0.338 +(epoch: 24, iters: 35032, time: 0.301, data: 0.018) G_GAN: 3.692 G_L1: 5.174 D_real: 0.027 D_fake: 0.273 +(epoch: 24, iters: 35132, time: 0.296, data: 0.018) G_GAN: 2.414 G_L1: 4.196 D_real: 0.056 D_fake: 0.519 +(epoch: 24, iters: 35232, time: 0.423, data: 0.018) G_GAN: 4.023 G_L1: 9.694 D_real: 0.160 D_fake: 0.167 +(epoch: 24, iters: 35332, time: 0.297, data: 0.020) G_GAN: 2.230 G_L1: 4.710 D_real: 0.001 D_fake: 0.242 +(epoch: 24, iters: 35432, time: 0.299, data: 0.018) G_GAN: 5.101 G_L1: 4.533 D_real: 0.131 D_fake: 0.029 +(epoch: 24, iters: 35532, time: 0.303, data: 0.019) G_GAN: 3.775 G_L1: 5.889 D_real: 0.008 D_fake: 0.405 +(epoch: 24, iters: 35632, time: 0.582, data: 0.017) G_GAN: 2.294 G_L1: 5.306 D_real: 0.304 D_fake: 0.277 +(epoch: 24, iters: 35732, time: 0.303, data: 0.019) G_GAN: 2.379 G_L1: 8.444 D_real: 0.005 D_fake: 0.270 +(epoch: 24, iters: 35832, time: 0.304, data: 0.017) G_GAN: 2.009 G_L1: 4.359 D_real: 0.008 D_fake: 0.311 +(epoch: 24, iters: 35932, time: 0.303, data: 0.018) G_GAN: 2.982 G_L1: 4.257 D_real: 0.002 D_fake: 0.291 +(epoch: 24, iters: 36032, time: 0.423, data: 0.018) G_GAN: 2.678 G_L1: 4.986 D_real: 0.000 D_fake: 0.626 +(epoch: 24, iters: 36132, time: 0.305, data: 0.019) G_GAN: 2.329 G_L1: 4.313 D_real: 0.079 D_fake: 0.144 +(epoch: 24, iters: 36232, time: 0.303, data: 0.019) G_GAN: 2.491 G_L1: 4.628 D_real: 0.005 D_fake: 0.323 +(epoch: 24, iters: 36332, time: 0.302, data: 0.018) G_GAN: 1.473 G_L1: 4.386 D_real: 0.099 D_fake: 0.813 +(epoch: 24, iters: 36432, time: 0.417, data: 0.018) G_GAN: 3.352 G_L1: 5.388 D_real: 0.002 D_fake: 0.334 +(epoch: 24, iters: 36532, time: 0.303, data: 0.019) G_GAN: 1.541 G_L1: 4.199 D_real: 0.031 D_fake: 0.237 +(epoch: 24, iters: 36632, time: 0.306, data: 0.018) G_GAN: 3.330 G_L1: 4.170 D_real: 0.032 D_fake: 0.362 +(epoch: 24, iters: 36732, time: 0.289, data: 0.019) G_GAN: 2.231 G_L1: 5.636 D_real: 0.046 D_fake: 0.411 +(epoch: 24, iters: 36832, time: 0.410, data: 0.018) G_GAN: 2.963 G_L1: 3.936 D_real: 0.046 D_fake: 0.880 +(epoch: 24, iters: 36932, time: 0.303, data: 0.020) G_GAN: 1.201 G_L1: 4.269 D_real: 0.005 D_fake: 0.346 +(epoch: 24, iters: 37032, time: 0.301, data: 0.018) G_GAN: 1.280 G_L1: 4.246 D_real: 0.001 D_fake: 0.329 +(epoch: 24, iters: 37132, time: 0.301, data: 0.018) G_GAN: 1.971 G_L1: 4.180 D_real: 0.023 D_fake: 0.279 +(epoch: 24, iters: 37232, time: 0.417, data: 0.018) G_GAN: 3.028 G_L1: 6.038 D_real: 0.028 D_fake: 0.888 +(epoch: 24, iters: 37332, time: 0.299, data: 0.018) G_GAN: 2.173 G_L1: 5.506 D_real: 0.017 D_fake: 0.692 +(epoch: 24, iters: 37432, time: 0.295, data: 0.021) G_GAN: 2.007 G_L1: 4.664 D_real: 0.013 D_fake: 0.775 +(epoch: 24, iters: 37532, time: 0.302, data: 0.020) G_GAN: 2.140 G_L1: 5.353 D_real: 0.002 D_fake: 0.361 +(epoch: 24, iters: 37632, time: 0.579, data: 0.018) G_GAN: 1.812 G_L1: 5.222 D_real: 0.000 D_fake: 0.487 +(epoch: 24, iters: 37732, time: 0.305, data: 0.020) G_GAN: 0.701 G_L1: 6.234 D_real: 0.367 D_fake: 0.718 +(epoch: 24, iters: 37832, time: 0.301, data: 0.021) G_GAN: 2.751 G_L1: 4.503 D_real: 0.017 D_fake: 0.576 +(epoch: 24, iters: 37932, time: 0.303, data: 0.017) G_GAN: 1.471 G_L1: 3.996 D_real: 0.004 D_fake: 0.984 +(epoch: 24, iters: 38032, time: 0.384, data: 0.020) G_GAN: 1.094 G_L1: 5.574 D_real: 0.126 D_fake: 0.726 +(epoch: 24, iters: 38132, time: 0.297, data: 0.019) G_GAN: 2.015 G_L1: 5.885 D_real: 0.097 D_fake: 0.303 +(epoch: 24, iters: 38232, time: 0.300, data: 0.022) G_GAN: 2.314 G_L1: 6.097 D_real: 0.071 D_fake: 0.278 +(epoch: 24, iters: 38332, time: 0.299, data: 0.018) G_GAN: 1.557 G_L1: 3.798 D_real: 0.010 D_fake: 0.429 +(epoch: 24, iters: 38432, time: 0.419, data: 0.018) G_GAN: 1.668 G_L1: 5.211 D_real: 0.005 D_fake: 0.609 +(epoch: 24, iters: 38532, time: 0.302, data: 0.020) G_GAN: 2.745 G_L1: 5.611 D_real: 0.007 D_fake: 0.278 +(epoch: 24, iters: 38632, time: 0.303, data: 0.021) G_GAN: 1.744 G_L1: 3.572 D_real: 0.153 D_fake: 0.276 +(epoch: 24, iters: 38732, time: 0.294, data: 0.022) G_GAN: 3.051 G_L1: 4.690 D_real: 0.008 D_fake: 0.355 +(epoch: 24, iters: 38832, time: 0.419, data: 0.018) G_GAN: 1.917 G_L1: 4.884 D_real: 0.365 D_fake: 0.145 +(epoch: 24, iters: 38932, time: 0.298, data: 0.019) G_GAN: 2.781 G_L1: 4.419 D_real: 0.129 D_fake: 0.183 +(epoch: 24, iters: 39032, time: 0.301, data: 0.020) G_GAN: 3.404 G_L1: 5.461 D_real: 0.003 D_fake: 0.634 +(epoch: 24, iters: 39132, time: 0.299, data: 0.018) G_GAN: 2.339 G_L1: 7.137 D_real: 0.000 D_fake: 0.364 +(epoch: 24, iters: 39232, time: 0.421, data: 0.018) G_GAN: 2.475 G_L1: 4.614 D_real: 0.002 D_fake: 0.296 +(epoch: 24, iters: 39332, time: 0.304, data: 0.020) G_GAN: 2.730 G_L1: 5.558 D_real: 0.002 D_fake: 0.126 +(epoch: 24, iters: 39432, time: 0.298, data: 0.019) G_GAN: 2.606 G_L1: 4.686 D_real: 0.004 D_fake: 0.251 +(epoch: 24, iters: 39532, time: 0.302, data: 0.017) G_GAN: 3.677 G_L1: 4.106 D_real: 0.026 D_fake: 0.113 +(epoch: 24, iters: 39632, time: 0.577, data: 0.024) G_GAN: 2.836 G_L1: 4.938 D_real: 0.000 D_fake: 0.186 +(epoch: 24, iters: 39732, time: 0.300, data: 0.019) G_GAN: 1.241 G_L1: 3.755 D_real: 0.004 D_fake: 0.426 +(epoch: 24, iters: 39832, time: 0.305, data: 0.022) G_GAN: 2.235 G_L1: 4.188 D_real: 0.193 D_fake: 0.472 +(epoch: 24, iters: 39932, time: 0.299, data: 0.018) G_GAN: 2.227 G_L1: 3.790 D_real: 0.018 D_fake: 0.230 +(epoch: 24, iters: 40032, time: 0.414, data: 0.018) G_GAN: 1.757 G_L1: 5.221 D_real: 0.016 D_fake: 0.461 +(epoch: 24, iters: 40132, time: 0.305, data: 0.018) G_GAN: 1.770 G_L1: 7.061 D_real: 0.212 D_fake: 0.640 +(epoch: 24, iters: 40232, time: 0.295, data: 0.018) G_GAN: 3.674 G_L1: 5.036 D_real: 0.001 D_fake: 0.121 +(epoch: 24, iters: 40332, time: 0.290, data: 0.020) G_GAN: 2.381 G_L1: 6.989 D_real: 0.000 D_fake: 0.341 +(epoch: 24, iters: 40432, time: 0.426, data: 0.017) G_GAN: 2.169 G_L1: 4.598 D_real: 0.007 D_fake: 0.380 +(epoch: 24, iters: 40532, time: 0.299, data: 0.020) G_GAN: 1.256 G_L1: 4.107 D_real: 0.000 D_fake: 0.440 +(epoch: 24, iters: 40632, time: 0.298, data: 0.021) G_GAN: 3.405 G_L1: 6.697 D_real: 0.003 D_fake: 0.358 +(epoch: 24, iters: 40732, time: 0.304, data: 0.017) G_GAN: 3.178 G_L1: 7.937 D_real: 0.006 D_fake: 0.317 +(epoch: 24, iters: 40832, time: 0.430, data: 0.019) G_GAN: 2.306 G_L1: 7.212 D_real: 0.005 D_fake: 1.000 +(epoch: 24, iters: 40932, time: 0.296, data: 0.020) G_GAN: 4.155 G_L1: 3.534 D_real: 0.028 D_fake: 0.345 +(epoch: 24, iters: 41032, time: 0.303, data: 0.018) G_GAN: 4.147 G_L1: 4.178 D_real: 0.080 D_fake: 0.044 +(epoch: 24, iters: 41132, time: 0.298, data: 0.021) G_GAN: 1.717 G_L1: 5.011 D_real: 0.093 D_fake: 0.251 +(epoch: 24, iters: 41232, time: 0.412, data: 0.017) G_GAN: 3.519 G_L1: 3.621 D_real: 0.000 D_fake: 0.651 +(epoch: 24, iters: 41332, time: 0.305, data: 0.020) G_GAN: 2.364 G_L1: 7.394 D_real: 0.006 D_fake: 0.501 +(epoch: 24, iters: 41432, time: 0.293, data: 0.017) G_GAN: 1.961 G_L1: 12.060 D_real: 0.005 D_fake: 0.371 +(epoch: 24, iters: 41532, time: 0.304, data: 0.018) G_GAN: 2.883 G_L1: 4.584 D_real: 0.004 D_fake: 0.293 +(epoch: 24, iters: 41632, time: 0.499, data: 0.019) G_GAN: 1.226 G_L1: 4.251 D_real: 0.000 D_fake: 0.575 +(epoch: 24, iters: 41732, time: 0.302, data: 0.020) G_GAN: 1.557 G_L1: 5.891 D_real: 0.021 D_fake: 0.341 +(epoch: 24, iters: 41832, time: 0.305, data: 0.017) G_GAN: 2.804 G_L1: 4.698 D_real: 0.017 D_fake: 0.506 +(epoch: 24, iters: 41932, time: 0.307, data: 0.021) G_GAN: 1.134 G_L1: 4.715 D_real: 0.002 D_fake: 0.213 +(epoch: 24, iters: 42032, time: 0.400, data: 0.018) G_GAN: 1.967 G_L1: 5.182 D_real: 0.000 D_fake: 0.565 +(epoch: 24, iters: 42132, time: 0.299, data: 0.019) G_GAN: 1.694 G_L1: 4.483 D_real: 0.000 D_fake: 0.659 +(epoch: 24, iters: 42232, time: 0.296, data: 0.018) G_GAN: 1.918 G_L1: 9.162 D_real: 0.000 D_fake: 0.497 +(epoch: 24, iters: 42332, time: 0.293, data: 0.018) G_GAN: 2.255 G_L1: 4.778 D_real: 0.000 D_fake: 0.151 +(epoch: 24, iters: 42432, time: 0.412, data: 0.017) G_GAN: 1.598 G_L1: 4.727 D_real: 0.000 D_fake: 0.591 +(epoch: 24, iters: 42532, time: 0.300, data: 0.019) G_GAN: 1.496 G_L1: 4.484 D_real: 0.003 D_fake: 0.237 +(epoch: 24, iters: 42632, time: 0.295, data: 0.019) G_GAN: 1.383 G_L1: 4.254 D_real: 0.000 D_fake: 0.432 +(epoch: 24, iters: 42732, time: 0.299, data: 0.017) G_GAN: 2.173 G_L1: 5.534 D_real: 0.000 D_fake: 0.310 +(epoch: 24, iters: 42832, time: 0.419, data: 0.017) G_GAN: 1.980 G_L1: 4.226 D_real: 0.006 D_fake: 0.461 +(epoch: 24, iters: 42932, time: 0.296, data: 0.020) G_GAN: 2.594 G_L1: 4.827 D_real: 0.239 D_fake: 0.216 +(epoch: 24, iters: 43032, time: 0.304, data: 0.018) G_GAN: 1.156 G_L1: 4.395 D_real: 0.007 D_fake: 0.658 +(epoch: 24, iters: 43132, time: 0.305, data: 0.018) G_GAN: 2.453 G_L1: 3.557 D_real: 0.061 D_fake: 0.210 +(epoch: 24, iters: 43232, time: 0.411, data: 0.021) G_GAN: 1.390 G_L1: 6.274 D_real: 0.007 D_fake: 0.897 +(epoch: 24, iters: 43332, time: 0.302, data: 0.019) G_GAN: 3.188 G_L1: 4.662 D_real: 0.033 D_fake: 0.277 +(epoch: 24, iters: 43432, time: 0.291, data: 0.019) G_GAN: 2.388 G_L1: 4.029 D_real: 0.035 D_fake: 0.145 +(epoch: 24, iters: 43532, time: 0.303, data: 0.018) G_GAN: 3.507 G_L1: 4.758 D_real: 0.001 D_fake: 1.130 +(epoch: 24, iters: 43632, time: 0.545, data: 0.018) G_GAN: 2.201 G_L1: 4.621 D_real: 0.001 D_fake: 0.514 +(epoch: 24, iters: 43732, time: 0.310, data: 0.019) G_GAN: 1.747 G_L1: 4.698 D_real: 0.004 D_fake: 0.504 +(epoch: 24, iters: 43832, time: 0.292, data: 0.021) G_GAN: 1.650 G_L1: 4.971 D_real: 0.000 D_fake: 0.333 +(epoch: 24, iters: 43932, time: 0.292, data: 0.018) G_GAN: 1.519 G_L1: 4.385 D_real: 0.001 D_fake: 0.781 +(epoch: 24, iters: 44032, time: 0.422, data: 0.020) G_GAN: 1.950 G_L1: 5.241 D_real: 0.012 D_fake: 0.408 +(epoch: 24, iters: 44132, time: 0.288, data: 0.020) G_GAN: 1.350 G_L1: 3.903 D_real: 0.004 D_fake: 0.439 +(epoch: 24, iters: 44232, time: 0.299, data: 0.019) G_GAN: 2.432 G_L1: 3.723 D_real: 0.017 D_fake: 0.116 +(epoch: 24, iters: 44332, time: 0.304, data: 0.018) G_GAN: 1.933 G_L1: 4.727 D_real: 0.001 D_fake: 0.208 +(epoch: 24, iters: 44432, time: 0.415, data: 0.020) G_GAN: 1.284 G_L1: 3.708 D_real: 0.001 D_fake: 0.756 +(epoch: 24, iters: 44532, time: 0.303, data: 0.020) G_GAN: 1.879 G_L1: 5.462 D_real: 0.175 D_fake: 0.273 +(epoch: 24, iters: 44632, time: 0.295, data: 0.017) G_GAN: 2.283 G_L1: 7.112 D_real: 0.001 D_fake: 0.662 +(epoch: 24, iters: 44732, time: 0.289, data: 0.020) G_GAN: 2.179 G_L1: 3.317 D_real: 0.001 D_fake: 0.133 +(epoch: 24, iters: 44832, time: 0.408, data: 0.014) G_GAN: 2.335 G_L1: 4.099 D_real: 0.017 D_fake: 0.241 +(epoch: 24, iters: 44932, time: 0.298, data: 0.017) G_GAN: 2.813 G_L1: 4.731 D_real: 0.044 D_fake: 0.268 +(epoch: 24, iters: 45032, time: 0.291, data: 0.015) G_GAN: 2.270 G_L1: 5.878 D_real: 0.002 D_fake: 0.434 +(epoch: 24, iters: 45132, time: 0.255, data: 0.015) G_GAN: 2.514 G_L1: 6.567 D_real: 0.007 D_fake: 0.225 +(epoch: 24, iters: 45232, time: 0.418, data: 0.013) G_GAN: 2.570 G_L1: 12.692 D_real: 0.014 D_fake: 0.220 +(epoch: 24, iters: 45332, time: 0.289, data: 0.017) G_GAN: 1.417 G_L1: 5.919 D_real: 0.374 D_fake: 0.258 +(epoch: 24, iters: 45432, time: 0.285, data: 0.016) G_GAN: 1.823 G_L1: 4.767 D_real: 0.005 D_fake: 0.526 +(epoch: 24, iters: 45532, time: 0.288, data: 0.016) G_GAN: 2.627 G_L1: 6.279 D_real: 0.038 D_fake: 0.371 +(epoch: 24, iters: 45632, time: 0.547, data: 0.017) G_GAN: 1.467 G_L1: 5.260 D_real: 0.001 D_fake: 0.269 +(epoch: 24, iters: 45732, time: 0.268, data: 0.017) G_GAN: 1.366 G_L1: 3.358 D_real: 0.001 D_fake: 0.426 +(epoch: 24, iters: 45832, time: 0.285, data: 0.013) G_GAN: 2.092 G_L1: 3.723 D_real: 0.000 D_fake: 0.272 +(epoch: 24, iters: 45932, time: 0.286, data: 0.015) G_GAN: 1.736 G_L1: 5.272 D_real: 0.045 D_fake: 0.524 +(epoch: 24, iters: 46032, time: 0.395, data: 0.015) G_GAN: 1.559 G_L1: 4.579 D_real: 0.166 D_fake: 0.352 +(epoch: 24, iters: 46132, time: 0.286, data: 0.017) G_GAN: 3.140 G_L1: 3.979 D_real: 0.127 D_fake: 0.137 +(epoch: 24, iters: 46232, time: 0.282, data: 0.016) G_GAN: 1.587 G_L1: 4.841 D_real: 0.000 D_fake: 0.390 +(epoch: 24, iters: 46332, time: 0.276, data: 0.015) G_GAN: 2.941 G_L1: 5.557 D_real: 0.012 D_fake: 0.243 +(epoch: 24, iters: 46432, time: 0.401, data: 0.014) G_GAN: 2.954 G_L1: 4.976 D_real: 0.133 D_fake: 0.268 +(epoch: 24, iters: 46532, time: 0.288, data: 0.016) G_GAN: 2.034 G_L1: 4.225 D_real: 0.000 D_fake: 0.291 +(epoch: 24, iters: 46632, time: 0.288, data: 0.015) G_GAN: 2.777 G_L1: 5.592 D_real: 0.044 D_fake: 0.405 +(epoch: 24, iters: 46732, time: 0.281, data: 0.015) G_GAN: 3.070 G_L1: 4.774 D_real: 0.000 D_fake: 0.156 +(epoch: 24, iters: 46832, time: 0.401, data: 0.015) G_GAN: 2.407 G_L1: 4.370 D_real: 0.046 D_fake: 0.643 +(epoch: 24, iters: 46932, time: 0.290, data: 0.017) G_GAN: 3.933 G_L1: 7.040 D_real: 0.003 D_fake: 0.101 +(epoch: 24, iters: 47032, time: 0.297, data: 0.023) G_GAN: 1.134 G_L1: 5.171 D_real: 0.000 D_fake: 0.631 +(epoch: 24, iters: 47132, time: 0.289, data: 0.017) G_GAN: 1.734 G_L1: 3.464 D_real: 0.002 D_fake: 0.299 +(epoch: 24, iters: 47232, time: 0.398, data: 0.016) G_GAN: 2.124 G_L1: 4.409 D_real: 0.026 D_fake: 0.513 +(epoch: 24, iters: 47332, time: 0.296, data: 0.017) G_GAN: 2.396 G_L1: 5.586 D_real: 0.000 D_fake: 0.290 +(epoch: 24, iters: 47432, time: 0.290, data: 0.016) G_GAN: 1.379 G_L1: 3.190 D_real: 0.000 D_fake: 0.809 +(epoch: 24, iters: 47532, time: 0.285, data: 0.016) G_GAN: 1.842 G_L1: 5.724 D_real: 0.000 D_fake: 0.295 +(epoch: 24, iters: 47632, time: 0.543, data: 0.018) G_GAN: 2.083 G_L1: 4.389 D_real: 0.000 D_fake: 0.382 +(epoch: 24, iters: 47732, time: 0.287, data: 0.016) G_GAN: 1.012 G_L1: 3.032 D_real: 0.001 D_fake: 0.290 +(epoch: 24, iters: 47832, time: 0.292, data: 0.017) G_GAN: 2.083 G_L1: 4.875 D_real: 0.000 D_fake: 0.217 +(epoch: 24, iters: 47932, time: 0.298, data: 0.019) G_GAN: 2.332 G_L1: 6.366 D_real: 0.000 D_fake: 0.581 +(epoch: 24, iters: 48032, time: 0.413, data: 0.018) G_GAN: 1.121 G_L1: 3.384 D_real: 0.000 D_fake: 0.880 +(epoch: 24, iters: 48132, time: 0.274, data: 0.018) G_GAN: 1.062 G_L1: 3.903 D_real: 0.000 D_fake: 0.821 +(epoch: 24, iters: 48232, time: 0.287, data: 0.016) G_GAN: 1.614 G_L1: 5.028 D_real: 0.000 D_fake: 0.553 +(epoch: 24, iters: 48332, time: 0.301, data: 0.016) G_GAN: 2.693 G_L1: 7.277 D_real: 0.000 D_fake: 0.441 +(epoch: 24, iters: 48432, time: 0.410, data: 0.018) G_GAN: 2.208 G_L1: 6.863 D_real: 0.103 D_fake: 0.198 +(epoch: 24, iters: 48532, time: 0.290, data: 0.018) G_GAN: 1.449 G_L1: 5.292 D_real: 0.000 D_fake: 0.669 +(epoch: 24, iters: 48632, time: 0.296, data: 0.018) G_GAN: 2.385 G_L1: 5.315 D_real: 0.001 D_fake: 0.400 +(epoch: 24, iters: 48732, time: 0.293, data: 0.017) G_GAN: 2.550 G_L1: 7.494 D_real: 0.019 D_fake: 0.238 +(epoch: 24, iters: 48832, time: 0.414, data: 0.016) G_GAN: 2.328 G_L1: 6.472 D_real: 0.038 D_fake: 0.762 +(epoch: 24, iters: 48932, time: 0.294, data: 0.018) G_GAN: 2.918 G_L1: 4.184 D_real: 0.056 D_fake: 0.539 +(epoch: 24, iters: 49032, time: 0.273, data: 0.020) G_GAN: 2.696 G_L1: 6.214 D_real: 0.003 D_fake: 0.379 +(epoch: 24, iters: 49132, time: 0.288, data: 0.015) G_GAN: 2.945 G_L1: 5.443 D_real: 0.058 D_fake: 0.219 +(epoch: 24, iters: 49232, time: 0.401, data: 0.017) G_GAN: 2.769 G_L1: 4.431 D_real: 0.023 D_fake: 0.413 +(epoch: 24, iters: 49332, time: 0.292, data: 0.015) G_GAN: 2.072 G_L1: 5.053 D_real: 0.092 D_fake: 0.305 +(epoch: 24, iters: 49432, time: 0.301, data: 0.016) G_GAN: 1.374 G_L1: 4.442 D_real: 0.004 D_fake: 0.361 +(epoch: 24, iters: 49532, time: 0.293, data: 0.018) G_GAN: 1.253 G_L1: 3.084 D_real: 0.004 D_fake: 0.336 +(epoch: 24, iters: 49632, time: 0.537, data: 0.016) G_GAN: 1.577 G_L1: 3.818 D_real: 0.045 D_fake: 0.276 +(epoch: 24, iters: 49732, time: 0.301, data: 0.019) G_GAN: 2.299 G_L1: 3.770 D_real: 0.040 D_fake: 0.449 +(epoch: 24, iters: 49832, time: 0.294, data: 0.017) G_GAN: 2.325 G_L1: 3.874 D_real: 0.007 D_fake: 0.319 +(epoch: 24, iters: 49932, time: 0.305, data: 0.017) G_GAN: 2.315 G_L1: 4.782 D_real: 0.295 D_fake: 0.303 +(epoch: 24, iters: 50032, time: 0.422, data: 0.017) G_GAN: 1.682 G_L1: 4.476 D_real: 0.013 D_fake: 0.361 +(epoch: 24, iters: 50132, time: 0.299, data: 0.021) G_GAN: 2.332 G_L1: 4.008 D_real: 0.000 D_fake: 0.231 +(epoch: 24, iters: 50232, time: 0.294, data: 0.017) G_GAN: 4.317 G_L1: 5.338 D_real: 0.005 D_fake: 0.038 +(epoch: 24, iters: 50332, time: 0.299, data: 0.018) G_GAN: 1.625 G_L1: 3.715 D_real: 0.002 D_fake: 0.626 +(epoch: 24, iters: 50432, time: 0.401, data: 0.016) G_GAN: 1.451 G_L1: 4.134 D_real: 0.001 D_fake: 0.315 +(epoch: 24, iters: 50532, time: 0.297, data: 0.016) G_GAN: 1.430 G_L1: 3.589 D_real: 0.001 D_fake: 0.568 +(epoch: 24, iters: 50632, time: 0.300, data: 0.017) G_GAN: 1.624 G_L1: 3.366 D_real: 0.002 D_fake: 1.388 +(epoch: 24, iters: 50732, time: 0.297, data: 0.019) G_GAN: 2.451 G_L1: 4.555 D_real: 0.000 D_fake: 0.629 +(epoch: 24, iters: 50832, time: 0.384, data: 0.019) G_GAN: 2.968 G_L1: 6.433 D_real: 0.001 D_fake: 0.382 +(epoch: 24, iters: 50932, time: 0.304, data: 0.018) G_GAN: 1.814 G_L1: 6.722 D_real: 0.005 D_fake: 0.695 +(epoch: 24, iters: 51032, time: 0.307, data: 0.018) G_GAN: 1.781 G_L1: 5.900 D_real: 0.011 D_fake: 0.328 +(epoch: 24, iters: 51132, time: 0.277, data: 0.017) G_GAN: 1.384 G_L1: 5.060 D_real: 0.000 D_fake: 0.472 +(epoch: 24, iters: 51232, time: 0.395, data: 0.017) G_GAN: 1.026 G_L1: 4.865 D_real: 0.000 D_fake: 0.404 +(epoch: 24, iters: 51332, time: 0.293, data: 0.019) G_GAN: 2.104 G_L1: 6.120 D_real: 0.001 D_fake: 0.710 +(epoch: 24, iters: 51432, time: 0.303, data: 0.017) G_GAN: 1.242 G_L1: 5.089 D_real: 0.000 D_fake: 0.449 +(epoch: 24, iters: 51532, time: 0.298, data: 0.018) G_GAN: 1.299 G_L1: 3.942 D_real: 0.094 D_fake: 0.612 +(epoch: 24, iters: 51632, time: 0.551, data: 0.017) G_GAN: 1.800 G_L1: 3.960 D_real: 0.220 D_fake: 0.167 +(epoch: 24, iters: 51732, time: 0.305, data: 0.020) G_GAN: 2.805 G_L1: 5.498 D_real: 0.001 D_fake: 0.155 +(epoch: 24, iters: 51832, time: 0.301, data: 0.018) G_GAN: 1.320 G_L1: 4.904 D_real: 0.004 D_fake: 0.328 +(epoch: 24, iters: 51932, time: 0.303, data: 0.017) G_GAN: 1.371 G_L1: 3.815 D_real: 0.008 D_fake: 0.308 +(epoch: 24, iters: 52032, time: 0.418, data: 0.017) G_GAN: 2.372 G_L1: 4.645 D_real: 0.027 D_fake: 0.286 +(epoch: 24, iters: 52132, time: 0.299, data: 0.019) G_GAN: 1.847 G_L1: 4.641 D_real: 0.001 D_fake: 0.333 +(epoch: 24, iters: 52232, time: 0.300, data: 0.018) G_GAN: 1.592 G_L1: 3.474 D_real: 0.002 D_fake: 0.301 +(epoch: 24, iters: 52332, time: 0.289, data: 0.017) G_GAN: 1.687 G_L1: 4.004 D_real: 0.002 D_fake: 0.356 +(epoch: 24, iters: 52432, time: 0.407, data: 0.016) G_GAN: 2.059 G_L1: 4.020 D_real: 0.066 D_fake: 0.342 +(epoch: 24, iters: 52532, time: 0.291, data: 0.018) G_GAN: 3.432 G_L1: 7.809 D_real: 0.043 D_fake: 0.998 +(epoch: 24, iters: 52632, time: 0.301, data: 0.017) G_GAN: 2.076 G_L1: 5.280 D_real: 0.047 D_fake: 0.324 +(epoch: 24, iters: 52732, time: 0.310, data: 0.022) G_GAN: 1.874 G_L1: 4.278 D_real: 0.001 D_fake: 0.314 +(epoch: 24, iters: 52832, time: 0.397, data: 0.018) G_GAN: 1.097 G_L1: 2.970 D_real: 0.005 D_fake: 0.248 +(epoch: 24, iters: 52932, time: 0.300, data: 0.018) G_GAN: 1.586 G_L1: 3.951 D_real: 0.023 D_fake: 0.318 +(epoch: 24, iters: 53032, time: 0.289, data: 0.017) G_GAN: 1.333 G_L1: 4.284 D_real: 0.004 D_fake: 0.492 +(epoch: 24, iters: 53132, time: 0.296, data: 0.017) G_GAN: 1.670 G_L1: 3.935 D_real: 0.002 D_fake: 0.497 +(epoch: 24, iters: 53232, time: 0.406, data: 0.019) G_GAN: 3.529 G_L1: 5.135 D_real: 0.014 D_fake: 0.361 +(epoch: 24, iters: 53332, time: 0.297, data: 0.021) G_GAN: 1.498 G_L1: 5.509 D_real: 0.005 D_fake: 0.524 +(epoch: 24, iters: 53432, time: 0.297, data: 0.019) G_GAN: 2.378 G_L1: 5.296 D_real: 0.014 D_fake: 0.266 +(epoch: 24, iters: 53532, time: 0.294, data: 0.018) G_GAN: 3.128 G_L1: 4.365 D_real: 0.063 D_fake: 0.113 +(epoch: 24, iters: 53632, time: 0.535, data: 0.018) G_GAN: 2.906 G_L1: 3.109 D_real: 0.140 D_fake: 0.064 +(epoch: 24, iters: 53732, time: 0.303, data: 0.020) G_GAN: 2.037 G_L1: 3.628 D_real: 0.470 D_fake: 0.148 +(epoch: 24, iters: 53832, time: 0.296, data: 0.017) G_GAN: 2.683 G_L1: 5.667 D_real: 0.007 D_fake: 0.301 +(epoch: 24, iters: 53932, time: 0.299, data: 0.017) G_GAN: 2.570 G_L1: 4.420 D_real: 0.069 D_fake: 0.380 +(epoch: 24, iters: 54032, time: 0.409, data: 0.018) G_GAN: 2.830 G_L1: 6.049 D_real: 0.012 D_fake: 0.642 +(epoch: 24, iters: 54132, time: 0.304, data: 0.018) G_GAN: 3.297 G_L1: 4.028 D_real: 0.095 D_fake: 0.165 +(epoch: 24, iters: 54232, time: 0.300, data: 0.018) G_GAN: 3.193 G_L1: 6.839 D_real: 0.048 D_fake: 0.145 +(epoch: 24, iters: 54332, time: 0.297, data: 0.018) G_GAN: 2.420 G_L1: 4.690 D_real: 0.001 D_fake: 0.407 +(epoch: 24, iters: 54432, time: 0.394, data: 0.019) G_GAN: 2.537 G_L1: 4.113 D_real: 0.002 D_fake: 0.474 +(epoch: 24, iters: 54532, time: 0.302, data: 0.019) G_GAN: 2.796 G_L1: 4.599 D_real: 0.006 D_fake: 0.306 +(epoch: 24, iters: 54632, time: 0.308, data: 0.020) G_GAN: 2.039 G_L1: 4.746 D_real: 0.000 D_fake: 0.597 +(epoch: 24, iters: 54732, time: 0.300, data: 0.019) G_GAN: 3.211 G_L1: 8.495 D_real: 0.046 D_fake: 0.560 +(epoch: 24, iters: 54832, time: 0.414, data: 0.017) G_GAN: 2.994 G_L1: 6.032 D_real: 0.011 D_fake: 0.254 +(epoch: 24, iters: 54932, time: 0.299, data: 0.019) G_GAN: 1.859 G_L1: 4.071 D_real: 0.043 D_fake: 0.836 +(epoch: 24, iters: 55032, time: 0.293, data: 0.019) G_GAN: 3.585 G_L1: 3.331 D_real: 0.267 D_fake: 0.156 +(epoch: 24, iters: 55132, time: 0.293, data: 0.019) G_GAN: 3.502 G_L1: 5.484 D_real: 0.180 D_fake: 0.101 +(epoch: 24, iters: 55232, time: 0.416, data: 0.016) G_GAN: 2.064 G_L1: 4.391 D_real: 0.005 D_fake: 0.213 +(epoch: 24, iters: 55332, time: 0.304, data: 0.018) G_GAN: 2.254 G_L1: 5.461 D_real: 0.000 D_fake: 0.447 +(epoch: 24, iters: 55432, time: 0.303, data: 0.018) G_GAN: 2.201 G_L1: 4.826 D_real: 0.001 D_fake: 0.255 +(epoch: 24, iters: 55532, time: 0.307, data: 0.018) G_GAN: 1.563 G_L1: 3.688 D_real: 0.000 D_fake: 0.225 +(epoch: 24, iters: 55632, time: 0.561, data: 0.018) G_GAN: 2.387 G_L1: 6.688 D_real: 0.000 D_fake: 0.223 +(epoch: 24, iters: 55732, time: 0.301, data: 0.019) G_GAN: 2.211 G_L1: 5.085 D_real: 0.016 D_fake: 0.359 +(epoch: 24, iters: 55832, time: 0.306, data: 0.019) G_GAN: 3.477 G_L1: 4.601 D_real: 0.005 D_fake: 0.088 +(epoch: 24, iters: 55932, time: 0.293, data: 0.018) G_GAN: 1.889 G_L1: 4.219 D_real: 0.005 D_fake: 0.372 +(epoch: 24, iters: 56032, time: 0.395, data: 0.018) G_GAN: 1.311 G_L1: 4.414 D_real: 0.001 D_fake: 0.358 +(epoch: 24, iters: 56132, time: 0.301, data: 0.019) G_GAN: 2.698 G_L1: 5.151 D_real: 0.000 D_fake: 0.371 +(epoch: 24, iters: 56232, time: 0.295, data: 0.017) G_GAN: 2.617 G_L1: 7.056 D_real: 0.626 D_fake: 0.220 +(epoch: 24, iters: 56332, time: 0.294, data: 0.017) G_GAN: 2.497 G_L1: 3.385 D_real: 0.140 D_fake: 0.273 +(epoch: 24, iters: 56432, time: 0.409, data: 0.031) G_GAN: 2.739 G_L1: 7.044 D_real: 0.010 D_fake: 0.419 +(epoch: 24, iters: 56532, time: 0.272, data: 0.016) G_GAN: 2.189 G_L1: 4.853 D_real: 0.053 D_fake: 0.188 +(epoch: 24, iters: 56632, time: 0.297, data: 0.018) G_GAN: 1.588 G_L1: 5.235 D_real: 0.002 D_fake: 0.404 +(epoch: 24, iters: 56732, time: 0.303, data: 0.018) G_GAN: 3.349 G_L1: 4.909 D_real: 0.000 D_fake: 0.509 +(epoch: 24, iters: 56832, time: 0.418, data: 0.018) G_GAN: 1.594 G_L1: 4.334 D_real: 0.065 D_fake: 0.182 +(epoch: 24, iters: 56932, time: 0.293, data: 0.019) G_GAN: 1.057 G_L1: 4.442 D_real: 0.001 D_fake: 0.311 +(epoch: 24, iters: 57032, time: 0.297, data: 0.017) G_GAN: 2.865 G_L1: 4.193 D_real: 0.010 D_fake: 0.148 +(epoch: 24, iters: 57132, time: 0.301, data: 0.018) G_GAN: 2.488 G_L1: 5.279 D_real: 0.420 D_fake: 0.693 +(epoch: 24, iters: 57232, time: 0.414, data: 0.017) G_GAN: 2.296 G_L1: 5.943 D_real: 0.019 D_fake: 0.611 +(epoch: 24, iters: 57332, time: 0.300, data: 0.029) G_GAN: 2.411 G_L1: 5.422 D_real: 0.036 D_fake: 0.085 +(epoch: 24, iters: 57432, time: 0.299, data: 0.018) G_GAN: 1.563 G_L1: 3.944 D_real: 0.001 D_fake: 0.553 +(epoch: 24, iters: 57532, time: 0.301, data: 0.019) G_GAN: 1.639 G_L1: 4.998 D_real: 0.001 D_fake: 0.219 +(epoch: 24, iters: 57632, time: 0.557, data: 0.017) G_GAN: 1.558 G_L1: 3.801 D_real: 0.010 D_fake: 0.834 +(epoch: 24, iters: 57732, time: 0.300, data: 0.019) G_GAN: 1.415 G_L1: 3.955 D_real: 0.001 D_fake: 0.388 +(epoch: 24, iters: 57832, time: 0.298, data: 0.017) G_GAN: 3.461 G_L1: 3.235 D_real: 0.021 D_fake: 0.083 +(epoch: 24, iters: 57932, time: 0.302, data: 0.017) G_GAN: 2.535 G_L1: 3.924 D_real: 0.012 D_fake: 0.196 +(epoch: 24, iters: 58032, time: 0.427, data: 0.018) G_GAN: 4.616 G_L1: 7.410 D_real: 0.008 D_fake: 0.229 +(epoch: 24, iters: 58132, time: 0.300, data: 0.019) G_GAN: 3.621 G_L1: 6.639 D_real: 0.020 D_fake: 0.070 +(epoch: 24, iters: 58232, time: 0.299, data: 0.017) G_GAN: 2.944 G_L1: 4.367 D_real: 0.001 D_fake: 0.272 +(epoch: 24, iters: 58332, time: 0.300, data: 0.017) G_GAN: 1.996 G_L1: 5.756 D_real: 0.005 D_fake: 0.423 +(epoch: 24, iters: 58432, time: 0.422, data: 0.017) G_GAN: 1.982 G_L1: 3.587 D_real: 0.002 D_fake: 0.441 +(epoch: 24, iters: 58532, time: 0.302, data: 0.018) G_GAN: 2.203 G_L1: 5.462 D_real: 0.201 D_fake: 0.392 +(epoch: 24, iters: 58632, time: 0.298, data: 0.022) G_GAN: 2.803 G_L1: 6.616 D_real: 0.001 D_fake: 0.615 +(epoch: 24, iters: 58732, time: 0.301, data: 0.017) G_GAN: 1.456 G_L1: 3.610 D_real: 0.001 D_fake: 0.444 +(epoch: 24, iters: 58832, time: 0.389, data: 0.020) G_GAN: 1.928 G_L1: 4.441 D_real: 0.001 D_fake: 0.171 +(epoch: 24, iters: 58932, time: 0.306, data: 0.018) G_GAN: 1.595 G_L1: 4.004 D_real: 0.001 D_fake: 0.223 +(epoch: 24, iters: 59032, time: 0.298, data: 0.017) G_GAN: 2.369 G_L1: 6.613 D_real: 0.012 D_fake: 0.212 +(epoch: 24, iters: 59132, time: 0.298, data: 0.017) G_GAN: 1.337 G_L1: 3.934 D_real: 0.000 D_fake: 0.701 +(epoch: 24, iters: 59232, time: 0.411, data: 0.017) G_GAN: 1.333 G_L1: 4.921 D_real: 0.001 D_fake: 0.887 +(epoch: 24, iters: 59332, time: 0.300, data: 0.019) G_GAN: 1.069 G_L1: 3.414 D_real: 0.001 D_fake: 0.808 +(epoch: 24, iters: 59432, time: 0.296, data: 0.024) G_GAN: 1.513 G_L1: 6.033 D_real: 0.000 D_fake: 0.473 +(epoch: 24, iters: 59532, time: 0.299, data: 0.017) G_GAN: 2.678 G_L1: 5.343 D_real: 0.000 D_fake: 0.428 +(epoch: 24, iters: 59632, time: 0.533, data: 0.025) G_GAN: 1.553 G_L1: 5.331 D_real: 0.011 D_fake: 0.215 +(epoch: 24, iters: 59732, time: 0.296, data: 0.020) G_GAN: 1.257 G_L1: 3.229 D_real: 0.001 D_fake: 0.786 +(epoch: 24, iters: 59832, time: 0.302, data: 0.018) G_GAN: 1.067 G_L1: 4.415 D_real: 0.000 D_fake: 0.741 +(epoch: 24, iters: 59932, time: 0.298, data: 0.018) G_GAN: 2.068 G_L1: 4.179 D_real: 0.006 D_fake: 0.581 +(epoch: 25, iters: 16, time: 0.513, data: 0.016) G_GAN: 0.981 G_L1: 3.049 D_real: 0.001 D_fake: 0.472 +(epoch: 25, iters: 116, time: 0.302, data: 0.018) G_GAN: 1.684 G_L1: 4.600 D_real: 0.000 D_fake: 0.564 +(epoch: 25, iters: 216, time: 0.307, data: 0.018) G_GAN: 1.634 G_L1: 4.265 D_real: 0.000 D_fake: 0.656 +(epoch: 25, iters: 316, time: 0.296, data: 0.019) G_GAN: 1.653 G_L1: 4.378 D_real: 0.039 D_fake: 0.663 +(epoch: 25, iters: 416, time: 0.411, data: 0.023) G_GAN: 1.772 G_L1: 4.815 D_real: 0.000 D_fake: 0.440 +(epoch: 25, iters: 516, time: 0.301, data: 0.019) G_GAN: 1.113 G_L1: 3.728 D_real: 0.000 D_fake: 0.465 +(epoch: 25, iters: 616, time: 0.288, data: 0.022) G_GAN: 1.356 G_L1: 4.644 D_real: 0.000 D_fake: 0.608 +(epoch: 25, iters: 716, time: 0.292, data: 0.020) G_GAN: 1.648 G_L1: 4.817 D_real: 0.003 D_fake: 0.519 +(epoch: 25, iters: 816, time: 0.406, data: 0.020) G_GAN: 2.658 G_L1: 3.843 D_real: 0.001 D_fake: 0.391 +(epoch: 25, iters: 916, time: 0.293, data: 0.020) G_GAN: 2.942 G_L1: 3.387 D_real: 0.412 D_fake: 0.065 +(epoch: 25, iters: 1016, time: 0.291, data: 0.017) G_GAN: 3.413 G_L1: 4.936 D_real: 0.532 D_fake: 0.178 +(epoch: 25, iters: 1116, time: 0.301, data: 0.018) G_GAN: 2.013 G_L1: 4.717 D_real: 0.011 D_fake: 0.675 +(epoch: 25, iters: 1216, time: 0.408, data: 0.019) G_GAN: 2.096 G_L1: 3.934 D_real: 0.007 D_fake: 0.268 +(epoch: 25, iters: 1316, time: 0.295, data: 0.020) G_GAN: 3.271 G_L1: 5.778 D_real: 0.005 D_fake: 0.070 +(epoch: 25, iters: 1416, time: 0.303, data: 0.020) G_GAN: 1.958 G_L1: 4.565 D_real: 0.001 D_fake: 0.297 +(epoch: 25, iters: 1516, time: 0.302, data: 0.019) G_GAN: 2.642 G_L1: 5.981 D_real: 0.000 D_fake: 0.236 +(epoch: 25, iters: 1616, time: 0.559, data: 0.018) G_GAN: 1.491 G_L1: 4.206 D_real: 0.001 D_fake: 0.400 +(epoch: 25, iters: 1716, time: 0.303, data: 0.019) G_GAN: 2.673 G_L1: 3.654 D_real: 0.001 D_fake: 0.356 +(epoch: 25, iters: 1816, time: 0.298, data: 0.019) G_GAN: 2.553 G_L1: 4.243 D_real: 0.001 D_fake: 0.298 +(epoch: 25, iters: 1916, time: 0.292, data: 0.017) G_GAN: 2.050 G_L1: 6.815 D_real: 0.003 D_fake: 0.639 +(epoch: 25, iters: 2016, time: 0.426, data: 0.018) G_GAN: 2.010 G_L1: 5.878 D_real: 0.033 D_fake: 0.886 +(epoch: 25, iters: 2116, time: 0.288, data: 0.021) G_GAN: 2.963 G_L1: 5.045 D_real: 0.018 D_fake: 0.148 +(epoch: 25, iters: 2216, time: 0.304, data: 0.017) G_GAN: 1.747 G_L1: 4.564 D_real: 0.019 D_fake: 0.571 +(epoch: 25, iters: 2316, time: 0.299, data: 0.018) G_GAN: 2.393 G_L1: 5.334 D_real: 0.006 D_fake: 0.347 +(epoch: 25, iters: 2416, time: 0.416, data: 0.019) G_GAN: 1.950 G_L1: 4.414 D_real: 0.000 D_fake: 0.711 +(epoch: 25, iters: 2516, time: 0.305, data: 0.021) G_GAN: 1.929 G_L1: 5.006 D_real: 0.018 D_fake: 0.592 +(epoch: 25, iters: 2616, time: 0.291, data: 0.021) G_GAN: 1.466 G_L1: 4.019 D_real: 0.008 D_fake: 0.323 +(epoch: 25, iters: 2716, time: 0.297, data: 0.017) G_GAN: 2.778 G_L1: 6.622 D_real: 0.049 D_fake: 0.098 +(epoch: 25, iters: 2816, time: 0.409, data: 0.017) G_GAN: 1.921 G_L1: 4.489 D_real: 0.000 D_fake: 0.445 +(epoch: 25, iters: 2916, time: 0.299, data: 0.020) G_GAN: 1.783 G_L1: 3.740 D_real: 0.104 D_fake: 0.467 +(epoch: 25, iters: 3016, time: 0.298, data: 0.020) G_GAN: 2.043 G_L1: 4.961 D_real: 0.013 D_fake: 0.884 +(epoch: 25, iters: 3116, time: 0.292, data: 0.018) G_GAN: 1.573 G_L1: 5.048 D_real: 0.000 D_fake: 0.593 +(epoch: 25, iters: 3216, time: 0.386, data: 0.018) G_GAN: 1.598 G_L1: 4.545 D_real: 0.018 D_fake: 0.574 +(epoch: 25, iters: 3316, time: 0.292, data: 0.020) G_GAN: 2.107 G_L1: 3.484 D_real: 0.539 D_fake: 0.113 +(epoch: 25, iters: 3416, time: 0.295, data: 0.018) G_GAN: 2.846 G_L1: 3.430 D_real: 0.083 D_fake: 0.047 +(epoch: 25, iters: 3516, time: 0.303, data: 0.019) G_GAN: 2.087 G_L1: 3.833 D_real: 0.017 D_fake: 0.347 +(epoch: 25, iters: 3616, time: 0.559, data: 0.019) G_GAN: 2.406 G_L1: 4.923 D_real: 0.881 D_fake: 0.071 +(epoch: 25, iters: 3716, time: 0.292, data: 0.019) G_GAN: 3.598 G_L1: 4.767 D_real: 0.066 D_fake: 0.084 +(epoch: 25, iters: 3816, time: 0.290, data: 0.017) G_GAN: 2.180 G_L1: 6.301 D_real: 0.000 D_fake: 0.238 +(epoch: 25, iters: 3916, time: 0.297, data: 0.017) G_GAN: 1.703 G_L1: 4.135 D_real: 0.004 D_fake: 0.554 +(epoch: 25, iters: 4016, time: 0.421, data: 0.019) G_GAN: 4.150 G_L1: 7.977 D_real: 0.022 D_fake: 0.057 +(epoch: 25, iters: 4116, time: 0.295, data: 0.020) G_GAN: 2.462 G_L1: 3.105 D_real: 0.002 D_fake: 0.605 +(epoch: 25, iters: 4216, time: 0.285, data: 0.017) G_GAN: 2.633 G_L1: 3.656 D_real: 0.052 D_fake: 0.591 +(epoch: 25, iters: 4316, time: 0.267, data: 0.016) G_GAN: 2.653 G_L1: 3.963 D_real: 0.035 D_fake: 0.181 +(epoch: 25, iters: 4416, time: 0.417, data: 0.015) G_GAN: 1.930 G_L1: 4.368 D_real: 0.000 D_fake: 0.311 +(epoch: 25, iters: 4516, time: 0.301, data: 0.020) G_GAN: 2.241 G_L1: 7.543 D_real: 0.009 D_fake: 0.364 +(epoch: 25, iters: 4616, time: 0.299, data: 0.019) G_GAN: 1.667 G_L1: 4.714 D_real: 0.005 D_fake: 0.437 +(epoch: 25, iters: 4716, time: 0.298, data: 0.020) G_GAN: 1.306 G_L1: 3.748 D_real: 0.025 D_fake: 0.426 +(epoch: 25, iters: 4816, time: 0.427, data: 0.020) G_GAN: 2.473 G_L1: 4.713 D_real: 0.000 D_fake: 0.416 +(epoch: 25, iters: 4916, time: 0.289, data: 0.021) G_GAN: 1.610 G_L1: 4.028 D_real: 0.000 D_fake: 0.894 +(epoch: 25, iters: 5016, time: 0.248, data: 0.020) G_GAN: 2.374 G_L1: 14.292 D_real: 0.026 D_fake: 0.406 +(epoch: 25, iters: 5116, time: 0.293, data: 0.013) G_GAN: 2.083 G_L1: 6.025 D_real: 0.006 D_fake: 0.326 +(epoch: 25, iters: 5216, time: 0.414, data: 0.017) G_GAN: 1.460 G_L1: 3.968 D_real: 0.000 D_fake: 0.398 +(epoch: 25, iters: 5316, time: 0.293, data: 0.019) G_GAN: 1.215 G_L1: 3.912 D_real: 0.002 D_fake: 0.448 +(epoch: 25, iters: 5416, time: 0.284, data: 0.017) G_GAN: 2.096 G_L1: 4.759 D_real: 0.004 D_fake: 0.347 +(epoch: 25, iters: 5516, time: 0.287, data: 0.018) G_GAN: 2.786 G_L1: 7.824 D_real: 0.370 D_fake: 0.061 +(epoch: 25, iters: 5616, time: 0.542, data: 0.016) G_GAN: 2.150 G_L1: 4.561 D_real: 0.000 D_fake: 0.588 +(epoch: 25, iters: 5716, time: 0.276, data: 0.017) G_GAN: 1.978 G_L1: 4.053 D_real: 0.013 D_fake: 0.727 +(epoch: 25, iters: 5816, time: 0.292, data: 0.014) G_GAN: 2.453 G_L1: 3.511 D_real: 0.275 D_fake: 0.095 +(epoch: 25, iters: 5916, time: 0.289, data: 0.017) G_GAN: 2.331 G_L1: 5.619 D_real: 0.321 D_fake: 0.383 +(epoch: 25, iters: 6016, time: 0.397, data: 0.015) G_GAN: 2.949 G_L1: 4.154 D_real: 0.247 D_fake: 0.051 +(epoch: 25, iters: 6116, time: 0.297, data: 0.018) G_GAN: 2.243 G_L1: 6.478 D_real: 0.005 D_fake: 0.218 +(epoch: 25, iters: 6216, time: 0.290, data: 0.018) G_GAN: 3.219 G_L1: 7.783 D_real: 0.001 D_fake: 0.129 +(epoch: 25, iters: 6316, time: 0.294, data: 0.015) G_GAN: 2.386 G_L1: 4.536 D_real: 0.090 D_fake: 0.284 +(epoch: 25, iters: 6416, time: 0.413, data: 0.016) G_GAN: 1.856 G_L1: 4.947 D_real: 0.000 D_fake: 0.520 +(epoch: 25, iters: 6516, time: 0.298, data: 0.017) G_GAN: 2.799 G_L1: 9.738 D_real: 0.001 D_fake: 0.148 +(epoch: 25, iters: 6616, time: 0.306, data: 0.017) G_GAN: 2.178 G_L1: 4.116 D_real: 0.000 D_fake: 0.448 +(epoch: 25, iters: 6716, time: 0.288, data: 0.018) G_GAN: 3.530 G_L1: 3.708 D_real: 0.000 D_fake: 0.223 +(epoch: 25, iters: 6816, time: 0.429, data: 0.015) G_GAN: 2.608 G_L1: 6.571 D_real: 0.000 D_fake: 0.137 +(epoch: 25, iters: 6916, time: 0.306, data: 0.019) G_GAN: 2.329 G_L1: 7.859 D_real: 0.013 D_fake: 0.203 +(epoch: 25, iters: 7016, time: 0.293, data: 0.018) G_GAN: 1.875 G_L1: 4.766 D_real: 0.000 D_fake: 0.269 +(epoch: 25, iters: 7116, time: 0.299, data: 0.020) G_GAN: 1.039 G_L1: 4.375 D_real: 0.018 D_fake: 0.538 +(epoch: 25, iters: 7216, time: 0.418, data: 0.017) G_GAN: 2.105 G_L1: 4.656 D_real: 0.000 D_fake: 0.579 +(epoch: 25, iters: 7316, time: 0.293, data: 0.020) G_GAN: 2.765 G_L1: 5.239 D_real: 0.000 D_fake: 0.185 +(epoch: 25, iters: 7416, time: 0.268, data: 0.016) G_GAN: 2.025 G_L1: 10.486 D_real: 0.025 D_fake: 0.379 +(epoch: 25, iters: 7516, time: 0.273, data: 0.016) G_GAN: 2.036 G_L1: 4.273 D_real: 0.004 D_fake: 0.479 +(epoch: 25, iters: 7616, time: 0.558, data: 0.014) G_GAN: 2.201 G_L1: 5.344 D_real: 0.001 D_fake: 0.508 +(epoch: 25, iters: 7716, time: 0.296, data: 0.017) G_GAN: 2.216 G_L1: 5.674 D_real: 0.271 D_fake: 0.434 +(epoch: 25, iters: 7816, time: 0.298, data: 0.017) G_GAN: 2.109 G_L1: 5.090 D_real: 0.012 D_fake: 0.333 +(epoch: 25, iters: 7916, time: 0.283, data: 0.016) G_GAN: 2.192 G_L1: 5.500 D_real: 0.023 D_fake: 0.617 +(epoch: 25, iters: 8016, time: 0.415, data: 0.015) G_GAN: 2.722 G_L1: 5.015 D_real: 0.112 D_fake: 0.162 +(epoch: 25, iters: 8116, time: 0.300, data: 0.019) G_GAN: 2.072 G_L1: 4.656 D_real: 0.001 D_fake: 0.453 +(epoch: 25, iters: 8216, time: 0.284, data: 0.018) G_GAN: 2.601 G_L1: 7.867 D_real: 0.004 D_fake: 0.514 +(epoch: 25, iters: 8316, time: 0.296, data: 0.015) G_GAN: 1.417 G_L1: 4.144 D_real: 0.004 D_fake: 0.376 +(epoch: 25, iters: 8416, time: 0.418, data: 0.018) G_GAN: 1.633 G_L1: 4.503 D_real: 0.008 D_fake: 0.174 +(epoch: 25, iters: 8516, time: 0.307, data: 0.020) G_GAN: 2.090 G_L1: 4.329 D_real: 0.014 D_fake: 0.219 +(epoch: 25, iters: 8616, time: 0.298, data: 0.017) G_GAN: 2.348 G_L1: 5.515 D_real: 0.001 D_fake: 0.291 +(epoch: 25, iters: 8716, time: 0.297, data: 0.017) G_GAN: 2.186 G_L1: 5.477 D_real: 0.009 D_fake: 0.347 +(epoch: 25, iters: 8816, time: 0.422, data: 0.017) G_GAN: 3.389 G_L1: 7.706 D_real: 0.007 D_fake: 0.415 +(epoch: 25, iters: 8916, time: 0.288, data: 0.018) G_GAN: 2.318 G_L1: 4.963 D_real: 0.001 D_fake: 1.734 +(epoch: 25, iters: 9016, time: 0.288, data: 0.015) G_GAN: 1.539 G_L1: 3.286 D_real: 0.015 D_fake: 0.540 +(epoch: 25, iters: 9116, time: 0.281, data: 0.016) G_GAN: 1.983 G_L1: 3.850 D_real: 0.004 D_fake: 0.373 +(epoch: 25, iters: 9216, time: 0.413, data: 0.016) G_GAN: 3.141 G_L1: 4.589 D_real: 0.678 D_fake: 0.015 +(epoch: 25, iters: 9316, time: 0.298, data: 0.021) G_GAN: 2.912 G_L1: 3.206 D_real: 0.211 D_fake: 0.117 +(epoch: 25, iters: 9416, time: 0.298, data: 0.018) G_GAN: 3.456 G_L1: 4.551 D_real: 0.493 D_fake: 0.098 +(epoch: 25, iters: 9516, time: 0.295, data: 0.017) G_GAN: 2.057 G_L1: 3.996 D_real: 0.023 D_fake: 0.269 +(epoch: 25, iters: 9616, time: 0.556, data: 0.017) G_GAN: 3.803 G_L1: 5.093 D_real: 0.010 D_fake: 0.239 +(epoch: 25, iters: 9716, time: 0.296, data: 0.018) G_GAN: 2.909 G_L1: 4.985 D_real: 0.002 D_fake: 0.123 +(epoch: 25, iters: 9816, time: 0.284, data: 0.017) G_GAN: 1.767 G_L1: 4.806 D_real: 0.001 D_fake: 0.250 +(epoch: 25, iters: 9916, time: 0.294, data: 0.015) G_GAN: 2.632 G_L1: 6.473 D_real: 0.004 D_fake: 0.201 +(epoch: 25, iters: 10016, time: 0.416, data: 0.017) G_GAN: 1.619 G_L1: 3.448 D_real: 0.000 D_fake: 0.439 +(epoch: 25, iters: 10116, time: 0.303, data: 0.019) G_GAN: 2.460 G_L1: 6.983 D_real: 0.000 D_fake: 0.650 +(epoch: 25, iters: 10216, time: 0.301, data: 0.018) G_GAN: 2.589 G_L1: 5.516 D_real: 0.000 D_fake: 0.350 +(epoch: 25, iters: 10316, time: 0.289, data: 0.021) G_GAN: 2.233 G_L1: 4.129 D_real: 0.003 D_fake: 0.630 +(epoch: 25, iters: 10416, time: 0.419, data: 0.018) G_GAN: 1.757 G_L1: 5.323 D_real: 0.001 D_fake: 0.553 +(epoch: 25, iters: 10516, time: 0.304, data: 0.020) G_GAN: 1.237 G_L1: 3.265 D_real: 0.004 D_fake: 0.300 +(epoch: 25, iters: 10616, time: 0.306, data: 0.018) G_GAN: 2.073 G_L1: 4.543 D_real: 0.001 D_fake: 0.357 +(epoch: 25, iters: 10716, time: 0.288, data: 0.017) G_GAN: 2.487 G_L1: 6.940 D_real: 0.000 D_fake: 0.324 +(epoch: 25, iters: 10816, time: 0.414, data: 0.015) G_GAN: 2.431 G_L1: 4.114 D_real: 0.232 D_fake: 0.232 +(epoch: 25, iters: 10916, time: 0.304, data: 0.020) G_GAN: 2.020 G_L1: 5.808 D_real: 0.065 D_fake: 0.556 +(epoch: 25, iters: 11016, time: 0.300, data: 0.018) G_GAN: 1.411 G_L1: 4.068 D_real: 0.002 D_fake: 0.286 +(epoch: 25, iters: 11116, time: 0.300, data: 0.016) G_GAN: 3.598 G_L1: 6.599 D_real: 0.002 D_fake: 0.424 +(epoch: 25, iters: 11216, time: 0.377, data: 0.017) G_GAN: 3.224 G_L1: 6.237 D_real: 0.197 D_fake: 0.187 +(epoch: 25, iters: 11316, time: 0.287, data: 0.017) G_GAN: 1.942 G_L1: 4.011 D_real: 0.044 D_fake: 0.344 +(epoch: 25, iters: 11416, time: 0.296, data: 0.016) G_GAN: 2.169 G_L1: 4.734 D_real: 0.003 D_fake: 0.429 +(epoch: 25, iters: 11516, time: 0.303, data: 0.018) G_GAN: 3.148 G_L1: 4.818 D_real: 0.027 D_fake: 0.098 +(epoch: 25, iters: 11616, time: 0.568, data: 0.017) G_GAN: 1.776 G_L1: 5.187 D_real: 0.002 D_fake: 0.150 +(epoch: 25, iters: 11716, time: 0.297, data: 0.023) G_GAN: 1.572 G_L1: 4.172 D_real: 0.000 D_fake: 1.163 +(epoch: 25, iters: 11816, time: 0.294, data: 0.018) G_GAN: 2.506 G_L1: 6.252 D_real: 0.008 D_fake: 0.236 +(epoch: 25, iters: 11916, time: 0.291, data: 0.020) G_GAN: 2.167 G_L1: 4.138 D_real: 0.001 D_fake: 0.170 +(epoch: 25, iters: 12016, time: 0.415, data: 0.016) G_GAN: 2.693 G_L1: 4.270 D_real: 0.038 D_fake: 0.245 +(epoch: 25, iters: 12116, time: 0.300, data: 0.018) G_GAN: 3.600 G_L1: 3.760 D_real: 0.143 D_fake: 0.064 +(epoch: 25, iters: 12216, time: 0.307, data: 0.019) G_GAN: 2.939 G_L1: 5.101 D_real: 0.010 D_fake: 0.165 +(epoch: 25, iters: 12316, time: 0.311, data: 0.018) G_GAN: 2.866 G_L1: 6.207 D_real: 0.001 D_fake: 0.220 +(epoch: 25, iters: 12416, time: 0.387, data: 0.020) G_GAN: 1.991 G_L1: 3.604 D_real: 0.023 D_fake: 0.208 +(epoch: 25, iters: 12516, time: 0.297, data: 0.020) G_GAN: 3.629 G_L1: 4.206 D_real: 0.141 D_fake: 0.081 +(epoch: 25, iters: 12616, time: 0.286, data: 0.019) G_GAN: 2.262 G_L1: 3.466 D_real: 0.273 D_fake: 0.180 +(epoch: 25, iters: 12716, time: 0.297, data: 0.016) G_GAN: 2.571 G_L1: 4.191 D_real: 0.000 D_fake: 0.328 +(epoch: 25, iters: 12816, time: 0.404, data: 0.017) G_GAN: 1.996 G_L1: 3.756 D_real: 0.005 D_fake: 0.610 +(epoch: 25, iters: 12916, time: 0.304, data: 0.016) G_GAN: 3.594 G_L1: 4.687 D_real: 0.003 D_fake: 0.420 +(epoch: 25, iters: 13016, time: 0.301, data: 0.019) G_GAN: 3.155 G_L1: 7.988 D_real: 0.013 D_fake: 0.087 +(epoch: 25, iters: 13116, time: 0.294, data: 0.018) G_GAN: 2.547 G_L1: 4.435 D_real: 0.000 D_fake: 0.354 +(epoch: 25, iters: 13216, time: 0.421, data: 0.017) G_GAN: 2.219 G_L1: 4.762 D_real: 0.000 D_fake: 0.970 +(epoch: 25, iters: 13316, time: 0.296, data: 0.019) G_GAN: 2.919 G_L1: 4.775 D_real: 0.002 D_fake: 0.181 +(epoch: 25, iters: 13416, time: 0.308, data: 0.018) G_GAN: 2.280 G_L1: 3.736 D_real: 0.019 D_fake: 0.504 +(epoch: 25, iters: 13516, time: 0.304, data: 0.026) G_GAN: 2.311 G_L1: 3.493 D_real: 0.240 D_fake: 0.716 +(epoch: 25, iters: 13616, time: 0.562, data: 0.018) G_GAN: 2.574 G_L1: 5.022 D_real: 0.005 D_fake: 0.299 +(epoch: 25, iters: 13716, time: 0.300, data: 0.019) G_GAN: 2.329 G_L1: 11.615 D_real: 0.001 D_fake: 0.227 +(epoch: 25, iters: 13816, time: 0.293, data: 0.017) G_GAN: 3.007 G_L1: 4.792 D_real: 0.000 D_fake: 0.243 +(epoch: 25, iters: 13916, time: 0.294, data: 0.018) G_GAN: 1.854 G_L1: 4.963 D_real: 0.000 D_fake: 0.384 +(epoch: 25, iters: 14016, time: 0.382, data: 0.016) G_GAN: 1.588 G_L1: 4.500 D_real: 0.000 D_fake: 0.480 +(epoch: 25, iters: 14116, time: 0.291, data: 0.018) G_GAN: 1.993 G_L1: 3.438 D_real: 0.000 D_fake: 0.439 +(epoch: 25, iters: 14216, time: 0.293, data: 0.021) G_GAN: 2.539 G_L1: 4.892 D_real: 0.000 D_fake: 0.536 +(epoch: 25, iters: 14316, time: 0.303, data: 0.018) G_GAN: 2.237 G_L1: 4.976 D_real: 0.000 D_fake: 0.226 +(epoch: 25, iters: 14416, time: 0.422, data: 0.019) G_GAN: 2.345 G_L1: 5.114 D_real: 0.001 D_fake: 0.248 +(epoch: 25, iters: 14516, time: 0.291, data: 0.018) G_GAN: 2.681 G_L1: 6.455 D_real: 0.001 D_fake: 0.238 +(epoch: 25, iters: 14616, time: 0.303, data: 0.017) G_GAN: 1.352 G_L1: 4.388 D_real: 0.005 D_fake: 0.257 +(epoch: 25, iters: 14716, time: 0.297, data: 0.020) G_GAN: 4.768 G_L1: 4.291 D_real: 0.001 D_fake: 0.959 +(epoch: 25, iters: 14816, time: 0.409, data: 0.017) G_GAN: 1.354 G_L1: 4.205 D_real: 0.020 D_fake: 0.675 +(epoch: 25, iters: 14916, time: 0.292, data: 0.018) G_GAN: 1.298 G_L1: 4.511 D_real: 0.000 D_fake: 0.355 +(epoch: 25, iters: 15016, time: 0.299, data: 0.017) G_GAN: 2.860 G_L1: 5.234 D_real: 0.000 D_fake: 0.315 +(epoch: 25, iters: 15116, time: 0.288, data: 0.017) G_GAN: 1.744 G_L1: 4.503 D_real: 0.000 D_fake: 0.496 +(epoch: 25, iters: 15216, time: 0.416, data: 0.019) G_GAN: 1.903 G_L1: 4.137 D_real: 0.001 D_fake: 0.204 +(epoch: 25, iters: 15316, time: 0.300, data: 0.019) G_GAN: 2.287 G_L1: 4.629 D_real: 0.103 D_fake: 0.193 +(epoch: 25, iters: 15416, time: 0.305, data: 0.018) G_GAN: 0.886 G_L1: 3.711 D_real: 0.000 D_fake: 0.725 +(epoch: 25, iters: 15516, time: 0.300, data: 0.017) G_GAN: 1.923 G_L1: 5.255 D_real: 0.000 D_fake: 0.325 +(epoch: 25, iters: 15616, time: 0.560, data: 0.016) G_GAN: 1.670 G_L1: 3.997 D_real: 0.000 D_fake: 0.606 +(epoch: 25, iters: 15716, time: 0.302, data: 0.020) G_GAN: 0.853 G_L1: 3.425 D_real: 0.000 D_fake: 0.507 +(epoch: 25, iters: 15816, time: 0.283, data: 0.024) G_GAN: 1.247 G_L1: 3.037 D_real: 0.115 D_fake: 0.682 +(epoch: 25, iters: 15916, time: 0.301, data: 0.015) G_GAN: 2.558 G_L1: 5.763 D_real: 0.148 D_fake: 0.456 +(epoch: 25, iters: 16016, time: 0.413, data: 0.021) G_GAN: 1.791 G_L1: 4.444 D_real: 0.008 D_fake: 0.441 +(epoch: 25, iters: 16116, time: 0.295, data: 0.018) G_GAN: 1.846 G_L1: 8.496 D_real: 0.004 D_fake: 0.448 +(epoch: 25, iters: 16216, time: 0.275, data: 0.017) G_GAN: 2.741 G_L1: 5.274 D_real: 0.007 D_fake: 0.367 +(epoch: 25, iters: 16316, time: 0.273, data: 0.015) G_GAN: 3.217 G_L1: 4.028 D_real: 0.061 D_fake: 0.928 +(epoch: 25, iters: 16416, time: 0.420, data: 0.016) G_GAN: 1.720 G_L1: 5.395 D_real: 0.000 D_fake: 0.197 +(epoch: 25, iters: 16516, time: 0.294, data: 0.018) G_GAN: 1.447 G_L1: 4.604 D_real: 0.006 D_fake: 0.296 +(epoch: 25, iters: 16616, time: 0.272, data: 0.017) G_GAN: 1.608 G_L1: 4.944 D_real: 0.000 D_fake: 0.455 +(epoch: 25, iters: 16716, time: 0.279, data: 0.025) G_GAN: 1.872 G_L1: 4.069 D_real: 0.000 D_fake: 0.452 +(epoch: 25, iters: 16816, time: 0.417, data: 0.014) G_GAN: 2.281 G_L1: 4.598 D_real: 0.002 D_fake: 0.325 +(epoch: 25, iters: 16916, time: 0.302, data: 0.023) G_GAN: 1.395 G_L1: 4.494 D_real: 0.008 D_fake: 0.251 +(epoch: 25, iters: 17016, time: 0.291, data: 0.017) G_GAN: 1.705 G_L1: 4.449 D_real: 0.001 D_fake: 0.274 +(epoch: 25, iters: 17116, time: 0.303, data: 0.017) G_GAN: 3.529 G_L1: 4.435 D_real: 0.024 D_fake: 0.115 +(epoch: 25, iters: 17216, time: 0.389, data: 0.018) G_GAN: 2.019 G_L1: 5.757 D_real: 0.008 D_fake: 0.341 +(epoch: 25, iters: 17316, time: 0.296, data: 0.023) G_GAN: 1.486 G_L1: 4.026 D_real: 0.004 D_fake: 0.233 +(epoch: 25, iters: 17416, time: 0.297, data: 0.017) G_GAN: 1.411 G_L1: 5.071 D_real: 0.066 D_fake: 0.303 +(epoch: 25, iters: 17516, time: 0.300, data: 0.023) G_GAN: 1.727 G_L1: 9.075 D_real: 0.016 D_fake: 0.370 +(epoch: 25, iters: 17616, time: 0.545, data: 0.020) G_GAN: 1.435 G_L1: 4.848 D_real: 0.044 D_fake: 0.704 +(epoch: 25, iters: 17716, time: 0.304, data: 0.017) G_GAN: 2.587 G_L1: 5.258 D_real: 0.001 D_fake: 0.412 +(epoch: 25, iters: 17816, time: 0.300, data: 0.017) G_GAN: 1.379 G_L1: 4.861 D_real: 0.524 D_fake: 0.679 +(epoch: 25, iters: 17916, time: 0.295, data: 0.016) G_GAN: 2.142 G_L1: 4.334 D_real: 0.100 D_fake: 0.585 +(epoch: 25, iters: 18016, time: 0.412, data: 0.018) G_GAN: 1.985 G_L1: 5.087 D_real: 0.234 D_fake: 0.198 +(epoch: 25, iters: 18116, time: 0.295, data: 0.021) G_GAN: 1.765 G_L1: 4.178 D_real: 0.013 D_fake: 0.340 +(epoch: 25, iters: 18216, time: 0.295, data: 0.018) G_GAN: 1.473 G_L1: 5.774 D_real: 0.004 D_fake: 0.600 +(epoch: 25, iters: 18316, time: 0.301, data: 0.019) G_GAN: 3.310 G_L1: 4.638 D_real: 0.002 D_fake: 0.073 +(epoch: 25, iters: 18416, time: 0.406, data: 0.018) G_GAN: 2.071 G_L1: 3.571 D_real: 0.031 D_fake: 0.170 +(epoch: 25, iters: 18516, time: 0.296, data: 0.019) G_GAN: 2.131 G_L1: 4.152 D_real: 0.020 D_fake: 0.237 +(epoch: 25, iters: 18616, time: 0.299, data: 0.016) G_GAN: 1.482 G_L1: 5.595 D_real: 0.002 D_fake: 0.425 +(epoch: 25, iters: 18716, time: 0.291, data: 0.021) G_GAN: 2.290 G_L1: 4.458 D_real: 0.010 D_fake: 0.223 +(epoch: 25, iters: 18816, time: 0.404, data: 0.016) G_GAN: 2.327 G_L1: 5.092 D_real: 0.001 D_fake: 0.715 +(epoch: 25, iters: 18916, time: 0.290, data: 0.018) G_GAN: 1.857 G_L1: 4.800 D_real: 0.002 D_fake: 0.359 +(epoch: 25, iters: 19016, time: 0.295, data: 0.021) G_GAN: 1.581 G_L1: 5.425 D_real: 0.001 D_fake: 1.029 +(epoch: 25, iters: 19116, time: 0.298, data: 0.017) G_GAN: 1.612 G_L1: 3.964 D_real: 0.004 D_fake: 0.473 +(epoch: 25, iters: 19216, time: 0.392, data: 0.017) G_GAN: 3.264 G_L1: 4.359 D_real: 0.004 D_fake: 0.163 +(epoch: 25, iters: 19316, time: 0.301, data: 0.019) G_GAN: 1.907 G_L1: 4.634 D_real: 0.006 D_fake: 0.538 +(epoch: 25, iters: 19416, time: 0.294, data: 0.018) G_GAN: 1.729 G_L1: 4.147 D_real: 0.013 D_fake: 0.422 +(epoch: 25, iters: 19516, time: 0.293, data: 0.017) G_GAN: 2.199 G_L1: 5.270 D_real: 0.022 D_fake: 0.206 +(epoch: 25, iters: 19616, time: 0.559, data: 0.016) G_GAN: 1.911 G_L1: 8.893 D_real: 0.111 D_fake: 0.247 +(epoch: 25, iters: 19716, time: 0.299, data: 0.018) G_GAN: 1.306 G_L1: 4.246 D_real: 0.073 D_fake: 0.817 +(epoch: 25, iters: 19816, time: 0.288, data: 0.020) G_GAN: 1.451 G_L1: 4.057 D_real: 0.080 D_fake: 1.158 +(epoch: 25, iters: 19916, time: 0.299, data: 0.016) G_GAN: 1.446 G_L1: 4.722 D_real: 0.001 D_fake: 1.197 +(epoch: 25, iters: 20016, time: 0.392, data: 0.018) G_GAN: 1.947 G_L1: 5.555 D_real: 0.002 D_fake: 0.422 +(epoch: 25, iters: 20116, time: 0.305, data: 0.020) G_GAN: 2.654 G_L1: 7.163 D_real: 0.144 D_fake: 1.019 +(epoch: 25, iters: 20216, time: 0.296, data: 0.019) G_GAN: 2.155 G_L1: 4.463 D_real: 0.001 D_fake: 0.484 +(epoch: 25, iters: 20316, time: 0.296, data: 0.016) G_GAN: 1.313 G_L1: 4.127 D_real: 0.018 D_fake: 0.549 +(epoch: 25, iters: 20416, time: 0.408, data: 0.017) G_GAN: 1.516 G_L1: 4.740 D_real: 0.004 D_fake: 0.745 +(epoch: 25, iters: 20516, time: 0.308, data: 0.017) G_GAN: 1.917 G_L1: 4.319 D_real: 0.001 D_fake: 0.204 +(epoch: 25, iters: 20616, time: 0.297, data: 0.016) G_GAN: 2.352 G_L1: 4.433 D_real: 0.256 D_fake: 0.714 +(epoch: 25, iters: 20716, time: 0.298, data: 0.022) G_GAN: 2.019 G_L1: 4.436 D_real: 0.002 D_fake: 0.349 +(epoch: 25, iters: 20816, time: 0.423, data: 0.017) G_GAN: 2.752 G_L1: 3.905 D_real: 0.037 D_fake: 0.234 +(epoch: 25, iters: 20916, time: 0.293, data: 0.018) G_GAN: 1.830 G_L1: 4.982 D_real: 0.001 D_fake: 0.563 +(epoch: 25, iters: 21016, time: 0.293, data: 0.017) G_GAN: 1.255 G_L1: 3.598 D_real: 0.001 D_fake: 0.787 +(epoch: 25, iters: 21116, time: 0.295, data: 0.017) G_GAN: 2.481 G_L1: 5.972 D_real: 0.198 D_fake: 0.194 +(epoch: 25, iters: 21216, time: 0.419, data: 0.017) G_GAN: 1.668 G_L1: 3.083 D_real: 0.020 D_fake: 0.450 +(epoch: 25, iters: 21316, time: 0.291, data: 0.018) G_GAN: 3.419 G_L1: 4.274 D_real: 0.012 D_fake: 0.268 +(epoch: 25, iters: 21416, time: 0.297, data: 0.016) G_GAN: 1.539 G_L1: 4.474 D_real: 0.000 D_fake: 0.393 +(epoch: 25, iters: 21516, time: 0.288, data: 0.022) G_GAN: 2.081 G_L1: 4.461 D_real: 0.061 D_fake: 0.268 +(epoch: 25, iters: 21616, time: 0.563, data: 0.016) G_GAN: 1.431 G_L1: 4.136 D_real: 0.014 D_fake: 0.346 +(epoch: 25, iters: 21716, time: 0.304, data: 0.023) G_GAN: 1.884 G_L1: 3.520 D_real: 0.004 D_fake: 0.443 +(epoch: 25, iters: 21816, time: 0.301, data: 0.017) G_GAN: 1.818 G_L1: 8.583 D_real: 0.009 D_fake: 0.378 +(epoch: 25, iters: 21916, time: 0.295, data: 0.017) G_GAN: 1.292 G_L1: 5.027 D_real: 0.007 D_fake: 1.036 +(epoch: 25, iters: 22016, time: 0.416, data: 0.017) G_GAN: 1.977 G_L1: 3.818 D_real: 0.338 D_fake: 0.248 +(epoch: 25, iters: 22116, time: 0.299, data: 0.018) G_GAN: 2.248 G_L1: 4.381 D_real: 0.008 D_fake: 0.392 +(epoch: 25, iters: 22216, time: 0.305, data: 0.017) G_GAN: 1.841 G_L1: 3.282 D_real: 0.015 D_fake: 0.987 +(epoch: 25, iters: 22316, time: 0.303, data: 0.018) G_GAN: 2.112 G_L1: 4.931 D_real: 0.200 D_fake: 0.195 +(epoch: 25, iters: 22416, time: 0.411, data: 0.020) G_GAN: 1.443 G_L1: 5.293 D_real: 0.530 D_fake: 0.507 +(epoch: 25, iters: 22516, time: 0.301, data: 0.018) G_GAN: 2.540 G_L1: 4.111 D_real: 0.005 D_fake: 0.417 +(epoch: 25, iters: 22616, time: 0.302, data: 0.018) G_GAN: 2.270 G_L1: 3.792 D_real: 0.218 D_fake: 0.211 +(epoch: 25, iters: 22716, time: 0.295, data: 0.018) G_GAN: 2.552 G_L1: 4.567 D_real: 0.010 D_fake: 0.174 +(epoch: 25, iters: 22816, time: 0.409, data: 0.017) G_GAN: 1.541 G_L1: 5.633 D_real: 0.003 D_fake: 0.442 +(epoch: 25, iters: 22916, time: 0.296, data: 0.021) G_GAN: 2.191 G_L1: 3.533 D_real: 0.004 D_fake: 0.204 +(epoch: 25, iters: 23016, time: 0.294, data: 0.017) G_GAN: 2.346 G_L1: 4.303 D_real: 0.027 D_fake: 0.139 +(epoch: 25, iters: 23116, time: 0.298, data: 0.017) G_GAN: 2.510 G_L1: 3.864 D_real: 0.010 D_fake: 0.310 +(epoch: 25, iters: 23216, time: 0.408, data: 0.018) G_GAN: 3.271 G_L1: 3.538 D_real: 0.138 D_fake: 0.321 +(epoch: 25, iters: 23316, time: 0.289, data: 0.023) G_GAN: 1.478 G_L1: 3.729 D_real: 0.545 D_fake: 0.218 +(epoch: 25, iters: 23416, time: 0.299, data: 0.016) G_GAN: 4.421 G_L1: 6.089 D_real: 0.002 D_fake: 0.162 +(epoch: 25, iters: 23516, time: 0.303, data: 0.016) G_GAN: 1.957 G_L1: 5.264 D_real: 0.005 D_fake: 0.427 +(epoch: 25, iters: 23616, time: 0.562, data: 0.018) G_GAN: 2.000 G_L1: 4.323 D_real: 0.001 D_fake: 0.250 +(epoch: 25, iters: 23716, time: 0.293, data: 0.017) G_GAN: 2.754 G_L1: 5.259 D_real: 0.003 D_fake: 0.357 +(epoch: 25, iters: 23816, time: 0.296, data: 0.017) G_GAN: 2.114 G_L1: 4.481 D_real: 0.006 D_fake: 0.513 +(epoch: 25, iters: 23916, time: 0.295, data: 0.015) G_GAN: 2.070 G_L1: 3.430 D_real: 0.000 D_fake: 0.642 +(epoch: 25, iters: 24016, time: 0.411, data: 0.017) G_GAN: 2.473 G_L1: 4.970 D_real: 0.001 D_fake: 0.156 +(epoch: 25, iters: 24116, time: 0.278, data: 0.018) G_GAN: 1.622 G_L1: 3.613 D_real: 0.001 D_fake: 0.306 +(epoch: 25, iters: 24216, time: 0.284, data: 0.015) G_GAN: 1.712 G_L1: 4.070 D_real: 0.004 D_fake: 0.468 +(epoch: 25, iters: 24316, time: 0.303, data: 0.015) G_GAN: 1.564 G_L1: 4.715 D_real: 0.001 D_fake: 0.533 +(epoch: 25, iters: 24416, time: 0.390, data: 0.017) G_GAN: 1.198 G_L1: 3.549 D_real: 0.004 D_fake: 0.344 +(epoch: 25, iters: 24516, time: 0.287, data: 0.022) G_GAN: 2.572 G_L1: 5.821 D_real: 0.001 D_fake: 0.401 +(epoch: 25, iters: 24616, time: 0.300, data: 0.017) G_GAN: 2.375 G_L1: 4.767 D_real: 0.001 D_fake: 0.163 +(epoch: 25, iters: 24716, time: 0.291, data: 0.019) G_GAN: 2.745 G_L1: 4.328 D_real: 0.011 D_fake: 0.623 +(epoch: 25, iters: 24816, time: 0.417, data: 0.016) G_GAN: 2.475 G_L1: 5.695 D_real: 0.107 D_fake: 0.166 +(epoch: 25, iters: 24916, time: 0.299, data: 0.020) G_GAN: 2.457 G_L1: 6.132 D_real: 0.007 D_fake: 0.386 +(epoch: 25, iters: 25016, time: 0.300, data: 0.018) G_GAN: 0.955 G_L1: 3.699 D_real: 0.098 D_fake: 0.513 +(epoch: 25, iters: 25116, time: 0.291, data: 0.018) G_GAN: 1.538 G_L1: 4.250 D_real: 0.344 D_fake: 0.302 +(epoch: 25, iters: 25216, time: 0.419, data: 0.018) G_GAN: 1.948 G_L1: 4.295 D_real: 0.033 D_fake: 0.265 +(epoch: 25, iters: 25316, time: 0.293, data: 0.019) G_GAN: 1.269 G_L1: 4.357 D_real: 0.004 D_fake: 0.559 +(epoch: 25, iters: 25416, time: 0.295, data: 0.017) G_GAN: 1.465 G_L1: 4.702 D_real: 0.000 D_fake: 0.945 +(epoch: 25, iters: 25516, time: 0.302, data: 0.018) G_GAN: 2.374 G_L1: 4.115 D_real: 0.046 D_fake: 0.937 +(epoch: 25, iters: 25616, time: 0.565, data: 0.017) G_GAN: 1.526 G_L1: 6.214 D_real: 0.090 D_fake: 0.342 +(epoch: 25, iters: 25716, time: 0.300, data: 0.019) G_GAN: 2.758 G_L1: 4.799 D_real: 0.852 D_fake: 0.027 +(epoch: 25, iters: 25816, time: 0.295, data: 0.018) G_GAN: 2.459 G_L1: 3.144 D_real: 0.010 D_fake: 0.396 +(epoch: 25, iters: 25916, time: 0.295, data: 0.016) G_GAN: 2.527 G_L1: 4.163 D_real: 0.010 D_fake: 0.259 +(epoch: 25, iters: 26016, time: 0.418, data: 0.018) G_GAN: 1.739 G_L1: 4.541 D_real: 0.178 D_fake: 0.410 +(epoch: 25, iters: 26116, time: 0.297, data: 0.019) G_GAN: 1.586 G_L1: 3.867 D_real: 0.001 D_fake: 1.125 +(epoch: 25, iters: 26216, time: 0.288, data: 0.019) G_GAN: 1.893 G_L1: 5.237 D_real: 0.002 D_fake: 0.616 +(epoch: 25, iters: 26316, time: 0.307, data: 0.015) G_GAN: 2.178 G_L1: 4.864 D_real: 0.008 D_fake: 0.294 +(epoch: 25, iters: 26416, time: 0.416, data: 0.018) G_GAN: 2.872 G_L1: 4.249 D_real: 0.000 D_fake: 0.437 +(epoch: 25, iters: 26516, time: 0.291, data: 0.018) G_GAN: 1.892 G_L1: 4.313 D_real: 0.003 D_fake: 0.448 +(epoch: 25, iters: 26616, time: 0.290, data: 0.022) G_GAN: 1.889 G_L1: 4.927 D_real: 0.001 D_fake: 0.491 +(epoch: 25, iters: 26716, time: 0.288, data: 0.017) G_GAN: 3.209 G_L1: 5.439 D_real: 0.002 D_fake: 0.321 +(epoch: 25, iters: 26816, time: 0.391, data: 0.015) G_GAN: 2.481 G_L1: 6.634 D_real: 0.000 D_fake: 0.395 +(epoch: 25, iters: 26916, time: 0.294, data: 0.016) G_GAN: 2.177 G_L1: 4.143 D_real: 0.133 D_fake: 0.116 +(epoch: 25, iters: 27016, time: 0.300, data: 0.017) G_GAN: 1.885 G_L1: 3.848 D_real: 0.001 D_fake: 0.239 +(epoch: 25, iters: 27116, time: 0.293, data: 0.017) G_GAN: 1.881 G_L1: 5.188 D_real: 0.009 D_fake: 0.496 +(epoch: 25, iters: 27216, time: 0.430, data: 0.017) G_GAN: 1.151 G_L1: 5.895 D_real: 0.247 D_fake: 0.511 +(epoch: 25, iters: 27316, time: 0.304, data: 0.019) G_GAN: 2.175 G_L1: 6.845 D_real: 0.014 D_fake: 0.264 +(epoch: 25, iters: 27416, time: 0.291, data: 0.017) G_GAN: 1.946 G_L1: 4.387 D_real: 0.000 D_fake: 0.341 +(epoch: 25, iters: 27516, time: 0.303, data: 0.019) G_GAN: 1.971 G_L1: 4.496 D_real: 0.024 D_fake: 0.449 +(epoch: 25, iters: 27616, time: 0.550, data: 0.017) G_GAN: 1.673 G_L1: 4.890 D_real: 0.001 D_fake: 0.480 +(epoch: 25, iters: 27716, time: 0.286, data: 0.017) G_GAN: 1.962 G_L1: 3.764 D_real: 0.044 D_fake: 0.194 +(epoch: 25, iters: 27816, time: 0.297, data: 0.017) G_GAN: 2.644 G_L1: 5.119 D_real: 0.216 D_fake: 0.108 +(epoch: 25, iters: 27916, time: 0.300, data: 0.017) G_GAN: 2.120 G_L1: 6.503 D_real: 0.005 D_fake: 0.624 +(epoch: 25, iters: 28016, time: 0.407, data: 0.017) G_GAN: 1.546 G_L1: 4.072 D_real: 0.000 D_fake: 0.532 +(epoch: 25, iters: 28116, time: 0.303, data: 0.017) G_GAN: 3.139 G_L1: 4.411 D_real: 0.110 D_fake: 0.094 +(epoch: 25, iters: 28216, time: 0.294, data: 0.017) G_GAN: 1.682 G_L1: 3.844 D_real: 0.086 D_fake: 0.233 +(epoch: 25, iters: 28316, time: 0.267, data: 0.015) G_GAN: 1.820 G_L1: 4.646 D_real: 0.055 D_fake: 0.215 +(epoch: 25, iters: 28416, time: 0.408, data: 0.015) G_GAN: 1.686 G_L1: 3.553 D_real: 0.395 D_fake: 0.275 +(epoch: 25, iters: 28516, time: 0.295, data: 0.016) G_GAN: 2.340 G_L1: 3.605 D_real: 0.315 D_fake: 0.102 +(epoch: 25, iters: 28616, time: 0.297, data: 0.016) G_GAN: 3.131 G_L1: 7.548 D_real: 0.022 D_fake: 0.234 +(epoch: 25, iters: 28716, time: 0.302, data: 0.018) G_GAN: 3.206 G_L1: 3.972 D_real: 0.031 D_fake: 0.115 +(epoch: 25, iters: 28816, time: 0.430, data: 0.018) G_GAN: 2.747 G_L1: 5.729 D_real: 0.086 D_fake: 0.463 +(epoch: 25, iters: 28916, time: 0.301, data: 0.019) G_GAN: 3.846 G_L1: 5.889 D_real: 0.016 D_fake: 0.263 +(epoch: 25, iters: 29016, time: 0.292, data: 0.017) G_GAN: 2.520 G_L1: 4.833 D_real: 0.074 D_fake: 0.210 +(epoch: 25, iters: 29116, time: 0.300, data: 0.017) G_GAN: 1.817 G_L1: 4.024 D_real: 0.010 D_fake: 0.253 +(epoch: 25, iters: 29216, time: 0.424, data: 0.017) G_GAN: 4.206 G_L1: 5.620 D_real: 0.042 D_fake: 0.123 +(epoch: 25, iters: 29316, time: 0.297, data: 0.018) G_GAN: 2.743 G_L1: 4.241 D_real: 0.017 D_fake: 0.252 +(epoch: 25, iters: 29416, time: 0.303, data: 0.016) G_GAN: 1.351 G_L1: 4.722 D_real: 0.000 D_fake: 0.746 +(epoch: 25, iters: 29516, time: 0.296, data: 0.017) G_GAN: 1.916 G_L1: 5.262 D_real: 0.222 D_fake: 0.175 +(epoch: 25, iters: 29616, time: 0.503, data: 0.017) G_GAN: 2.176 G_L1: 7.730 D_real: 0.000 D_fake: 0.185 +(epoch: 25, iters: 29716, time: 0.294, data: 0.020) G_GAN: 2.665 G_L1: 4.818 D_real: 0.000 D_fake: 0.127 +(epoch: 25, iters: 29816, time: 0.301, data: 0.017) G_GAN: 2.296 G_L1: 3.168 D_real: 0.002 D_fake: 0.458 +(epoch: 25, iters: 29916, time: 0.286, data: 0.021) G_GAN: 1.271 G_L1: 4.781 D_real: 0.004 D_fake: 0.773 +(epoch: 25, iters: 30016, time: 0.406, data: 0.019) G_GAN: 1.680 G_L1: 4.882 D_real: 0.023 D_fake: 0.209 +(epoch: 25, iters: 30116, time: 0.294, data: 0.019) G_GAN: 1.677 G_L1: 4.953 D_real: 0.000 D_fake: 0.650 +(epoch: 25, iters: 30216, time: 0.289, data: 0.019) G_GAN: 3.637 G_L1: 7.996 D_real: 0.005 D_fake: 0.358 +(epoch: 25, iters: 30316, time: 0.307, data: 0.018) G_GAN: 4.088 G_L1: 6.719 D_real: 0.020 D_fake: 0.121 +(epoch: 25, iters: 30416, time: 0.411, data: 0.023) G_GAN: 2.620 G_L1: 4.675 D_real: 0.002 D_fake: 0.297 +(epoch: 25, iters: 30516, time: 0.287, data: 0.018) G_GAN: 1.325 G_L1: 4.717 D_real: 0.000 D_fake: 0.977 +(epoch: 25, iters: 30616, time: 0.297, data: 0.021) G_GAN: 5.326 G_L1: 4.308 D_real: 0.036 D_fake: 0.006 +(epoch: 25, iters: 30716, time: 0.283, data: 0.018) G_GAN: 2.428 G_L1: 3.688 D_real: 0.002 D_fake: 0.297 +(epoch: 25, iters: 30816, time: 0.392, data: 0.017) G_GAN: 1.574 G_L1: 3.638 D_real: 0.001 D_fake: 0.341 +(epoch: 25, iters: 30916, time: 0.275, data: 0.019) G_GAN: 1.569 G_L1: 3.677 D_real: 0.000 D_fake: 0.296 +(epoch: 25, iters: 31016, time: 0.302, data: 0.015) G_GAN: 1.676 G_L1: 4.125 D_real: 0.171 D_fake: 0.628 +(epoch: 25, iters: 31116, time: 0.287, data: 0.017) G_GAN: 3.242 G_L1: 5.822 D_real: 0.170 D_fake: 0.172 +(epoch: 25, iters: 31216, time: 0.411, data: 0.021) G_GAN: 1.672 G_L1: 4.379 D_real: 0.344 D_fake: 0.226 +(epoch: 25, iters: 31316, time: 0.298, data: 0.022) G_GAN: 2.539 G_L1: 3.158 D_real: 0.048 D_fake: 0.163 +(epoch: 25, iters: 31416, time: 0.297, data: 0.022) G_GAN: 2.931 G_L1: 5.596 D_real: 0.001 D_fake: 0.296 +(epoch: 25, iters: 31516, time: 0.291, data: 0.016) G_GAN: 2.590 G_L1: 4.690 D_real: 0.016 D_fake: 0.165 +(epoch: 25, iters: 31616, time: 0.567, data: 0.017) G_GAN: 2.952 G_L1: 4.813 D_real: 0.054 D_fake: 0.374 +(epoch: 25, iters: 31716, time: 0.305, data: 0.017) G_GAN: 3.000 G_L1: 4.399 D_real: 0.209 D_fake: 0.157 +(epoch: 25, iters: 31816, time: 0.288, data: 0.017) G_GAN: 3.658 G_L1: 4.036 D_real: 0.015 D_fake: 0.064 +(epoch: 25, iters: 31916, time: 0.304, data: 0.016) G_GAN: 4.728 G_L1: 4.320 D_real: 0.004 D_fake: 0.050 +(epoch: 25, iters: 32016, time: 0.430, data: 0.018) G_GAN: 5.374 G_L1: 5.277 D_real: 0.001 D_fake: 0.263 +(epoch: 25, iters: 32116, time: 0.303, data: 0.019) G_GAN: 4.394 G_L1: 4.747 D_real: 0.036 D_fake: 0.027 +(epoch: 25, iters: 32216, time: 0.290, data: 0.020) G_GAN: 3.424 G_L1: 3.955 D_real: 0.020 D_fake: 0.176 +(epoch: 25, iters: 32316, time: 0.297, data: 0.017) G_GAN: 3.011 G_L1: 4.024 D_real: 0.001 D_fake: 0.188 +(epoch: 25, iters: 32416, time: 0.393, data: 0.022) G_GAN: 2.657 G_L1: 4.949 D_real: 0.000 D_fake: 0.209 +(epoch: 25, iters: 32516, time: 0.307, data: 0.018) G_GAN: 2.429 G_L1: 4.875 D_real: 0.000 D_fake: 0.251 +(epoch: 25, iters: 32616, time: 0.296, data: 0.017) G_GAN: 1.661 G_L1: 4.800 D_real: 0.000 D_fake: 0.342 +(epoch: 25, iters: 32716, time: 0.285, data: 0.017) G_GAN: 4.779 G_L1: 6.905 D_real: 0.047 D_fake: 0.148 +(epoch: 25, iters: 32816, time: 0.426, data: 0.016) G_GAN: 3.201 G_L1: 5.009 D_real: 0.012 D_fake: 0.097 +(epoch: 25, iters: 32916, time: 0.309, data: 0.022) G_GAN: 2.325 G_L1: 4.252 D_real: 0.000 D_fake: 0.591 +(epoch: 25, iters: 33016, time: 0.302, data: 0.018) G_GAN: 2.866 G_L1: 3.991 D_real: 0.000 D_fake: 0.283 +(epoch: 25, iters: 33116, time: 0.301, data: 0.018) G_GAN: 2.096 G_L1: 5.199 D_real: 0.000 D_fake: 0.190 +(epoch: 25, iters: 33216, time: 0.414, data: 0.018) G_GAN: 1.650 G_L1: 4.973 D_real: 0.002 D_fake: 0.459 +(epoch: 25, iters: 33316, time: 0.305, data: 0.019) G_GAN: 3.179 G_L1: 7.152 D_real: 0.000 D_fake: 0.237 +(epoch: 25, iters: 33416, time: 0.302, data: 0.018) G_GAN: 1.715 G_L1: 3.385 D_real: 0.001 D_fake: 0.509 +(epoch: 25, iters: 33516, time: 0.302, data: 0.018) G_GAN: 1.870 G_L1: 4.178 D_real: 0.001 D_fake: 0.175 +(epoch: 25, iters: 33616, time: 0.495, data: 0.017) G_GAN: 1.964 G_L1: 4.910 D_real: 0.000 D_fake: 0.479 +(epoch: 25, iters: 33716, time: 0.290, data: 0.019) G_GAN: 2.118 G_L1: 4.560 D_real: 0.000 D_fake: 0.542 +(epoch: 25, iters: 33816, time: 0.306, data: 0.017) G_GAN: 1.353 G_L1: 4.388 D_real: 0.000 D_fake: 1.172 +(epoch: 25, iters: 33916, time: 0.295, data: 0.018) G_GAN: 1.273 G_L1: 4.207 D_real: 0.000 D_fake: 0.482 +(epoch: 25, iters: 34016, time: 0.389, data: 0.016) G_GAN: 1.365 G_L1: 4.038 D_real: 0.001 D_fake: 0.668 +(epoch: 25, iters: 34116, time: 0.296, data: 0.023) G_GAN: 1.865 G_L1: 5.121 D_real: 0.003 D_fake: 0.331 +(epoch: 25, iters: 34216, time: 0.295, data: 0.020) G_GAN: 1.038 G_L1: 3.474 D_real: 0.021 D_fake: 0.944 +(epoch: 25, iters: 34316, time: 0.302, data: 0.018) G_GAN: 2.057 G_L1: 6.090 D_real: 0.001 D_fake: 0.356 +(epoch: 25, iters: 34416, time: 0.406, data: 0.017) G_GAN: 2.228 G_L1: 5.393 D_real: 0.000 D_fake: 0.247 +(epoch: 25, iters: 34516, time: 0.286, data: 0.018) G_GAN: 1.732 G_L1: 3.932 D_real: 0.000 D_fake: 0.363 +(epoch: 25, iters: 34616, time: 0.289, data: 0.016) G_GAN: 1.333 G_L1: 3.859 D_real: 0.000 D_fake: 0.758 +(epoch: 25, iters: 34716, time: 0.298, data: 0.020) G_GAN: 2.430 G_L1: 5.628 D_real: 0.026 D_fake: 0.343 +(epoch: 25, iters: 34816, time: 0.416, data: 0.021) G_GAN: 2.565 G_L1: 3.900 D_real: 0.056 D_fake: 0.488 +(epoch: 25, iters: 34916, time: 0.304, data: 0.018) G_GAN: 1.639 G_L1: 4.455 D_real: 0.068 D_fake: 0.409 +(epoch: 25, iters: 35016, time: 0.298, data: 0.016) G_GAN: 2.785 G_L1: 3.105 D_real: 0.076 D_fake: 0.179 +(epoch: 25, iters: 35116, time: 0.303, data: 0.020) G_GAN: 2.343 G_L1: 2.877 D_real: 0.281 D_fake: 0.465 +(epoch: 25, iters: 35216, time: 0.417, data: 0.018) G_GAN: 3.981 G_L1: 3.387 D_real: 0.268 D_fake: 0.019 +(epoch: 25, iters: 35316, time: 0.285, data: 0.018) G_GAN: 1.278 G_L1: 4.149 D_real: 0.024 D_fake: 0.548 +(epoch: 25, iters: 35416, time: 0.304, data: 0.014) G_GAN: 3.065 G_L1: 5.228 D_real: 0.016 D_fake: 0.185 +(epoch: 25, iters: 35516, time: 0.290, data: 0.017) G_GAN: 1.659 G_L1: 3.393 D_real: 0.003 D_fake: 0.428 +(epoch: 25, iters: 35616, time: 0.511, data: 0.019) G_GAN: 1.864 G_L1: 3.672 D_real: 0.000 D_fake: 0.202 +(epoch: 25, iters: 35716, time: 0.303, data: 0.019) G_GAN: 2.594 G_L1: 5.989 D_real: 0.000 D_fake: 0.292 +(epoch: 25, iters: 35816, time: 0.284, data: 0.018) G_GAN: 2.088 G_L1: 4.237 D_real: 0.000 D_fake: 0.395 +(epoch: 25, iters: 35916, time: 0.289, data: 0.016) G_GAN: 1.381 G_L1: 3.499 D_real: 0.035 D_fake: 0.384 +(epoch: 25, iters: 36016, time: 0.414, data: 0.022) G_GAN: 2.319 G_L1: 4.222 D_real: 0.003 D_fake: 0.377 +(epoch: 25, iters: 36116, time: 0.296, data: 0.018) G_GAN: 2.522 G_L1: 4.586 D_real: 0.007 D_fake: 0.258 +(epoch: 25, iters: 36216, time: 0.299, data: 0.018) G_GAN: 2.436 G_L1: 4.673 D_real: 0.000 D_fake: 0.290 +(epoch: 25, iters: 36316, time: 0.280, data: 0.019) G_GAN: 1.880 G_L1: 6.137 D_real: 0.000 D_fake: 0.249 +(epoch: 25, iters: 36416, time: 0.422, data: 0.016) G_GAN: 1.987 G_L1: 4.533 D_real: 0.001 D_fake: 0.387 +(epoch: 25, iters: 36516, time: 0.285, data: 0.019) G_GAN: 1.460 G_L1: 4.400 D_real: 0.000 D_fake: 0.356 +(epoch: 25, iters: 36616, time: 0.296, data: 0.016) G_GAN: 2.405 G_L1: 3.701 D_real: 0.000 D_fake: 0.182 +(epoch: 25, iters: 36716, time: 0.300, data: 0.017) G_GAN: 2.283 G_L1: 4.943 D_real: 0.000 D_fake: 0.660 +(epoch: 25, iters: 36816, time: 0.421, data: 0.021) G_GAN: 2.234 G_L1: 4.164 D_real: 0.002 D_fake: 0.300 +(epoch: 25, iters: 36916, time: 0.290, data: 0.019) G_GAN: 1.940 G_L1: 4.599 D_real: 0.001 D_fake: 1.137 +(epoch: 25, iters: 37016, time: 0.300, data: 0.016) G_GAN: 1.666 G_L1: 3.599 D_real: 0.001 D_fake: 0.821 +(epoch: 25, iters: 37116, time: 0.287, data: 0.017) G_GAN: 3.002 G_L1: 6.708 D_real: 0.167 D_fake: 0.472 +(epoch: 25, iters: 37216, time: 0.381, data: 0.016) G_GAN: 1.642 G_L1: 3.023 D_real: 0.005 D_fake: 0.599 +(epoch: 25, iters: 37316, time: 0.297, data: 0.017) G_GAN: 3.570 G_L1: 5.271 D_real: 0.027 D_fake: 0.123 +(epoch: 25, iters: 37416, time: 0.300, data: 0.021) G_GAN: 1.942 G_L1: 4.351 D_real: 0.172 D_fake: 0.100 +(epoch: 25, iters: 37516, time: 0.295, data: 0.018) G_GAN: 1.411 G_L1: 3.878 D_real: 0.012 D_fake: 0.488 +(epoch: 25, iters: 37616, time: 0.525, data: 0.017) G_GAN: 2.369 G_L1: 4.086 D_real: 0.116 D_fake: 0.196 +(epoch: 25, iters: 37716, time: 0.302, data: 0.020) G_GAN: 2.261 G_L1: 4.596 D_real: 0.000 D_fake: 0.428 +(epoch: 25, iters: 37816, time: 0.300, data: 0.016) G_GAN: 2.030 G_L1: 4.622 D_real: 0.000 D_fake: 0.362 +(epoch: 25, iters: 37916, time: 0.304, data: 0.018) G_GAN: 1.962 G_L1: 6.451 D_real: 0.293 D_fake: 0.221 +(epoch: 25, iters: 38016, time: 0.419, data: 0.022) G_GAN: 1.690 G_L1: 5.749 D_real: 0.003 D_fake: 0.356 +(epoch: 25, iters: 38116, time: 0.291, data: 0.021) G_GAN: 1.759 G_L1: 5.302 D_real: 0.002 D_fake: 0.354 +(epoch: 25, iters: 38216, time: 0.300, data: 0.017) G_GAN: 2.018 G_L1: 5.617 D_real: 0.431 D_fake: 0.496 +(epoch: 25, iters: 38316, time: 0.298, data: 0.019) G_GAN: 1.701 G_L1: 5.617 D_real: 0.022 D_fake: 0.625 +(epoch: 25, iters: 38416, time: 0.373, data: 0.018) G_GAN: 2.093 G_L1: 3.385 D_real: 0.027 D_fake: 0.307 +(epoch: 25, iters: 38516, time: 0.296, data: 0.018) G_GAN: 2.377 G_L1: 3.798 D_real: 0.007 D_fake: 0.247 +(epoch: 25, iters: 38616, time: 0.298, data: 0.017) G_GAN: 2.270 G_L1: 4.692 D_real: 0.000 D_fake: 0.130 +(epoch: 25, iters: 38716, time: 0.296, data: 0.018) G_GAN: 1.799 G_L1: 4.366 D_real: 0.000 D_fake: 0.484 +(epoch: 25, iters: 38816, time: 0.409, data: 0.016) G_GAN: 2.039 G_L1: 4.378 D_real: 0.000 D_fake: 0.216 +(epoch: 25, iters: 38916, time: 0.301, data: 0.016) G_GAN: 4.536 G_L1: 7.276 D_real: 0.003 D_fake: 0.082 +(epoch: 25, iters: 39016, time: 0.299, data: 0.018) G_GAN: 1.865 G_L1: 4.616 D_real: 0.049 D_fake: 0.282 +(epoch: 25, iters: 39116, time: 0.295, data: 0.018) G_GAN: 2.165 G_L1: 5.013 D_real: 0.092 D_fake: 0.203 +(epoch: 25, iters: 39216, time: 0.385, data: 0.019) G_GAN: 2.311 G_L1: 5.360 D_real: 0.020 D_fake: 0.285 +(epoch: 25, iters: 39316, time: 0.305, data: 0.020) G_GAN: 3.495 G_L1: 4.611 D_real: 0.140 D_fake: 0.232 +(epoch: 25, iters: 39416, time: 0.305, data: 0.018) G_GAN: 2.764 G_L1: 5.103 D_real: 0.485 D_fake: 0.172 +(epoch: 25, iters: 39516, time: 0.298, data: 0.018) G_GAN: 2.819 G_L1: 4.984 D_real: 0.017 D_fake: 0.502 +(epoch: 25, iters: 39616, time: 0.583, data: 0.018) G_GAN: 2.265 G_L1: 5.352 D_real: 0.025 D_fake: 0.191 +(epoch: 25, iters: 39716, time: 0.299, data: 0.019) G_GAN: 1.643 G_L1: 3.095 D_real: 0.004 D_fake: 0.291 +(epoch: 25, iters: 39816, time: 0.297, data: 0.018) G_GAN: 1.472 G_L1: 3.912 D_real: 0.003 D_fake: 0.582 +(epoch: 25, iters: 39916, time: 0.293, data: 0.018) G_GAN: 1.371 G_L1: 3.862 D_real: 0.000 D_fake: 0.622 +(epoch: 25, iters: 40016, time: 0.421, data: 0.016) G_GAN: 2.329 G_L1: 5.194 D_real: 0.001 D_fake: 0.315 +(epoch: 25, iters: 40116, time: 0.297, data: 0.021) G_GAN: 2.447 G_L1: 5.358 D_real: 0.000 D_fake: 0.355 +(epoch: 25, iters: 40216, time: 0.291, data: 0.016) G_GAN: 2.202 G_L1: 9.519 D_real: 0.011 D_fake: 0.307 +(epoch: 25, iters: 40316, time: 0.293, data: 0.015) G_GAN: 2.228 G_L1: 3.978 D_real: 0.001 D_fake: 0.913 +(epoch: 25, iters: 40416, time: 0.412, data: 0.017) G_GAN: 2.481 G_L1: 4.543 D_real: 0.012 D_fake: 0.175 +(epoch: 25, iters: 40516, time: 0.303, data: 0.018) G_GAN: 1.754 G_L1: 4.191 D_real: 0.003 D_fake: 0.755 +(epoch: 25, iters: 40616, time: 0.304, data: 0.019) G_GAN: 1.563 G_L1: 4.396 D_real: 0.003 D_fake: 0.652 +(epoch: 25, iters: 40716, time: 0.300, data: 0.019) G_GAN: 2.140 G_L1: 7.879 D_real: 0.000 D_fake: 1.403 +(epoch: 25, iters: 40816, time: 0.428, data: 0.019) G_GAN: 1.264 G_L1: 4.839 D_real: 0.000 D_fake: 0.904 +(epoch: 25, iters: 40916, time: 0.295, data: 0.018) G_GAN: 1.940 G_L1: 5.388 D_real: 0.000 D_fake: 0.293 +(epoch: 25, iters: 41016, time: 0.302, data: 0.017) G_GAN: 1.860 G_L1: 3.448 D_real: 0.000 D_fake: 0.307 +(epoch: 25, iters: 41116, time: 0.295, data: 0.021) G_GAN: 1.420 G_L1: 3.887 D_real: 0.000 D_fake: 0.511 +(epoch: 25, iters: 41216, time: 0.419, data: 0.017) G_GAN: 2.163 G_L1: 4.321 D_real: 0.000 D_fake: 0.357 +(epoch: 25, iters: 41316, time: 0.301, data: 0.020) G_GAN: 2.619 G_L1: 6.639 D_real: 0.002 D_fake: 0.366 +(epoch: 25, iters: 41416, time: 0.300, data: 0.017) G_GAN: 1.562 G_L1: 6.003 D_real: 0.008 D_fake: 0.733 +(epoch: 25, iters: 41516, time: 0.304, data: 0.018) G_GAN: 3.734 G_L1: 5.732 D_real: 0.014 D_fake: 0.508 +(epoch: 25, iters: 41616, time: 0.559, data: 0.019) G_GAN: 2.551 G_L1: 3.846 D_real: 0.055 D_fake: 0.215 +(epoch: 25, iters: 41716, time: 0.293, data: 0.020) G_GAN: 2.232 G_L1: 4.416 D_real: 0.001 D_fake: 0.277 +(epoch: 25, iters: 41816, time: 0.303, data: 0.017) G_GAN: 3.850 G_L1: 4.636 D_real: 0.001 D_fake: 0.116 +(epoch: 25, iters: 41916, time: 0.303, data: 0.022) G_GAN: 2.613 G_L1: 5.060 D_real: 0.008 D_fake: 0.186 +(epoch: 25, iters: 42016, time: 0.407, data: 0.019) G_GAN: 2.250 G_L1: 4.654 D_real: 0.028 D_fake: 0.528 +(epoch: 25, iters: 42116, time: 0.300, data: 0.019) G_GAN: 1.485 G_L1: 5.723 D_real: 0.000 D_fake: 0.710 +(epoch: 25, iters: 42216, time: 0.301, data: 0.019) G_GAN: 2.121 G_L1: 4.551 D_real: 0.003 D_fake: 0.211 +(epoch: 25, iters: 42316, time: 0.292, data: 0.018) G_GAN: 1.762 G_L1: 4.021 D_real: 0.000 D_fake: 0.409 +(epoch: 25, iters: 42416, time: 0.411, data: 0.017) G_GAN: 2.481 G_L1: 4.202 D_real: 0.001 D_fake: 0.130 +(epoch: 25, iters: 42516, time: 0.297, data: 0.019) G_GAN: 1.889 G_L1: 3.471 D_real: 0.002 D_fake: 0.628 +(epoch: 25, iters: 42616, time: 0.283, data: 0.025) G_GAN: 1.798 G_L1: 4.389 D_real: 0.000 D_fake: 0.288 +(epoch: 25, iters: 42716, time: 0.301, data: 0.019) G_GAN: 1.388 G_L1: 5.003 D_real: 0.000 D_fake: 0.294 +(epoch: 25, iters: 42816, time: 0.428, data: 0.019) G_GAN: 2.873 G_L1: 7.425 D_real: 0.002 D_fake: 0.490 +(epoch: 25, iters: 42916, time: 0.292, data: 0.019) G_GAN: 1.032 G_L1: 4.112 D_real: 0.001 D_fake: 0.491 +(epoch: 25, iters: 43016, time: 0.294, data: 0.015) G_GAN: 1.326 G_L1: 7.202 D_real: 0.003 D_fake: 0.437 +(epoch: 25, iters: 43116, time: 0.303, data: 0.018) G_GAN: 1.462 G_L1: 3.580 D_real: 0.000 D_fake: 0.761 +(epoch: 25, iters: 43216, time: 0.402, data: 0.018) G_GAN: 1.074 G_L1: 3.553 D_real: 0.001 D_fake: 0.303 +(epoch: 25, iters: 43316, time: 0.288, data: 0.019) G_GAN: 2.698 G_L1: 4.452 D_real: 0.001 D_fake: 0.786 +(epoch: 25, iters: 43416, time: 0.290, data: 0.016) G_GAN: 1.630 G_L1: 5.103 D_real: 0.000 D_fake: 0.545 +(epoch: 25, iters: 43516, time: 0.284, data: 0.018) G_GAN: 2.086 G_L1: 5.925 D_real: 0.019 D_fake: 0.584 +(epoch: 25, iters: 43616, time: 0.557, data: 0.020) G_GAN: 3.108 G_L1: 3.149 D_real: 0.049 D_fake: 0.101 +(epoch: 25, iters: 43716, time: 0.303, data: 0.017) G_GAN: 2.606 G_L1: 5.272 D_real: 0.080 D_fake: 0.208 +(epoch: 25, iters: 43816, time: 0.295, data: 0.018) G_GAN: 2.788 G_L1: 4.261 D_real: 0.044 D_fake: 0.472 +(epoch: 25, iters: 43916, time: 0.299, data: 0.017) G_GAN: 2.500 G_L1: 4.554 D_real: 0.034 D_fake: 0.140 +(epoch: 25, iters: 44016, time: 0.413, data: 0.018) G_GAN: 2.508 G_L1: 4.758 D_real: 0.897 D_fake: 0.067 +(epoch: 25, iters: 44116, time: 0.302, data: 0.021) G_GAN: 2.168 G_L1: 5.202 D_real: 0.003 D_fake: 0.480 +(epoch: 25, iters: 44216, time: 0.303, data: 0.022) G_GAN: 1.979 G_L1: 4.555 D_real: 0.179 D_fake: 0.265 +(epoch: 25, iters: 44316, time: 0.297, data: 0.018) G_GAN: 2.819 G_L1: 3.272 D_real: 0.301 D_fake: 0.187 +(epoch: 25, iters: 44416, time: 0.410, data: 0.018) G_GAN: 3.286 G_L1: 3.853 D_real: 0.790 D_fake: 0.036 +(epoch: 25, iters: 44516, time: 0.290, data: 0.017) G_GAN: 3.437 G_L1: 5.272 D_real: 0.123 D_fake: 0.139 +(epoch: 25, iters: 44616, time: 0.300, data: 0.016) G_GAN: 2.948 G_L1: 3.836 D_real: 0.035 D_fake: 0.287 +(epoch: 25, iters: 44716, time: 0.288, data: 0.019) G_GAN: 3.477 G_L1: 4.536 D_real: 0.332 D_fake: 0.528 +(epoch: 25, iters: 44816, time: 0.409, data: 0.014) G_GAN: 2.896 G_L1: 3.583 D_real: 0.159 D_fake: 0.155 +(epoch: 25, iters: 44916, time: 0.296, data: 0.018) G_GAN: 3.675 G_L1: 5.426 D_real: 0.005 D_fake: 0.073 +(epoch: 25, iters: 45016, time: 0.301, data: 0.018) G_GAN: 2.356 G_L1: 5.830 D_real: 0.002 D_fake: 0.460 +(epoch: 25, iters: 45116, time: 0.296, data: 0.019) G_GAN: 3.049 G_L1: 6.106 D_real: 0.000 D_fake: 0.239 +(epoch: 25, iters: 45216, time: 0.411, data: 0.016) G_GAN: 3.709 G_L1: 5.231 D_real: 0.013 D_fake: 1.113 +(epoch: 25, iters: 45316, time: 0.290, data: 0.019) G_GAN: 3.149 G_L1: 10.931 D_real: 0.024 D_fake: 0.209 +(epoch: 25, iters: 45416, time: 0.296, data: 0.014) G_GAN: 2.633 G_L1: 5.130 D_real: 0.001 D_fake: 0.216 +(epoch: 25, iters: 45516, time: 0.287, data: 0.016) G_GAN: 2.606 G_L1: 4.604 D_real: 0.004 D_fake: 0.179 +(epoch: 25, iters: 45616, time: 0.547, data: 0.016) G_GAN: 1.914 G_L1: 4.450 D_real: 0.000 D_fake: 0.446 +(epoch: 25, iters: 45716, time: 0.294, data: 0.017) G_GAN: 1.950 G_L1: 5.327 D_real: 0.000 D_fake: 0.512 +(epoch: 25, iters: 45816, time: 0.295, data: 0.016) G_GAN: 1.646 G_L1: 5.220 D_real: 0.001 D_fake: 0.829 +(epoch: 25, iters: 45916, time: 0.296, data: 0.017) G_GAN: 1.421 G_L1: 4.304 D_real: 0.000 D_fake: 0.353 +(epoch: 25, iters: 46016, time: 0.418, data: 0.017) G_GAN: 3.128 G_L1: 3.712 D_real: 0.009 D_fake: 0.809 +(epoch: 25, iters: 46116, time: 0.297, data: 0.018) G_GAN: 2.546 G_L1: 3.406 D_real: 0.157 D_fake: 0.446 +(epoch: 25, iters: 46216, time: 0.305, data: 0.015) G_GAN: 3.352 G_L1: 4.931 D_real: 0.061 D_fake: 0.352 +(epoch: 25, iters: 46316, time: 0.297, data: 0.019) G_GAN: 4.666 G_L1: 5.104 D_real: 0.027 D_fake: 0.055 +(epoch: 25, iters: 46416, time: 0.416, data: 0.017) G_GAN: 3.896 G_L1: 4.015 D_real: 0.460 D_fake: 0.030 +(epoch: 25, iters: 46516, time: 0.300, data: 0.019) G_GAN: 3.034 G_L1: 3.984 D_real: 0.079 D_fake: 0.104 +(epoch: 25, iters: 46616, time: 0.305, data: 0.018) G_GAN: 4.311 G_L1: 5.082 D_real: 0.045 D_fake: 0.094 +(epoch: 25, iters: 46716, time: 0.300, data: 0.020) G_GAN: 2.073 G_L1: 3.687 D_real: 0.012 D_fake: 0.139 +(epoch: 25, iters: 46816, time: 0.430, data: 0.018) G_GAN: 1.507 G_L1: 5.027 D_real: 0.001 D_fake: 0.769 +(epoch: 25, iters: 46916, time: 0.301, data: 0.018) G_GAN: 3.058 G_L1: 4.243 D_real: 0.001 D_fake: 0.274 +(epoch: 25, iters: 47016, time: 0.297, data: 0.018) G_GAN: 1.963 G_L1: 4.098 D_real: 0.002 D_fake: 0.135 +(epoch: 25, iters: 47116, time: 0.304, data: 0.022) G_GAN: 2.605 G_L1: 8.489 D_real: 0.035 D_fake: 0.309 +(epoch: 25, iters: 47216, time: 0.423, data: 0.018) G_GAN: 1.941 G_L1: 4.178 D_real: 0.004 D_fake: 0.669 +(epoch: 25, iters: 47316, time: 0.296, data: 0.018) G_GAN: 1.261 G_L1: 4.021 D_real: 0.000 D_fake: 0.788 +(epoch: 25, iters: 47416, time: 0.308, data: 0.017) G_GAN: 2.586 G_L1: 5.308 D_real: 0.036 D_fake: 0.599 +(epoch: 25, iters: 47516, time: 0.276, data: 0.018) G_GAN: 3.661 G_L1: 6.526 D_real: 0.044 D_fake: 0.058 +(epoch: 25, iters: 47616, time: 0.566, data: 0.015) G_GAN: 2.518 G_L1: 8.314 D_real: 0.053 D_fake: 0.137 +(epoch: 25, iters: 47716, time: 0.306, data: 0.019) G_GAN: 3.025 G_L1: 3.939 D_real: 0.000 D_fake: 0.151 +(epoch: 25, iters: 47816, time: 0.279, data: 0.017) G_GAN: 0.976 G_L1: 4.012 D_real: 0.060 D_fake: 0.409 +(epoch: 25, iters: 47916, time: 0.285, data: 0.015) G_GAN: 2.012 G_L1: 3.891 D_real: 0.022 D_fake: 0.583 +(epoch: 25, iters: 48016, time: 0.394, data: 0.016) G_GAN: 2.448 G_L1: 5.441 D_real: 0.000 D_fake: 0.694 +(epoch: 25, iters: 48116, time: 0.303, data: 0.018) G_GAN: 2.418 G_L1: 5.060 D_real: 0.001 D_fake: 0.187 +(epoch: 25, iters: 48216, time: 0.298, data: 0.018) G_GAN: 2.858 G_L1: 4.528 D_real: 0.061 D_fake: 0.150 +(epoch: 25, iters: 48316, time: 0.302, data: 0.018) G_GAN: 3.013 G_L1: 3.741 D_real: 0.263 D_fake: 0.254 +(epoch: 25, iters: 48416, time: 0.415, data: 0.017) G_GAN: 2.225 G_L1: 5.467 D_real: 0.001 D_fake: 0.483 +(epoch: 25, iters: 48516, time: 0.293, data: 0.017) G_GAN: 2.405 G_L1: 5.268 D_real: 0.002 D_fake: 0.392 +(epoch: 25, iters: 48616, time: 0.275, data: 0.020) G_GAN: 1.420 G_L1: 4.566 D_real: 0.010 D_fake: 0.349 +(epoch: 25, iters: 48716, time: 0.302, data: 0.015) G_GAN: 3.267 G_L1: 4.362 D_real: 0.580 D_fake: 0.692 +(epoch: 25, iters: 48816, time: 0.414, data: 0.018) G_GAN: 4.269 G_L1: 5.200 D_real: 0.106 D_fake: 0.060 +(epoch: 25, iters: 48916, time: 0.286, data: 0.019) G_GAN: 2.309 G_L1: 2.727 D_real: 0.272 D_fake: 0.096 +(epoch: 25, iters: 49016, time: 0.308, data: 0.017) G_GAN: 2.011 G_L1: 5.112 D_real: 0.028 D_fake: 0.383 +(epoch: 25, iters: 49116, time: 0.302, data: 0.019) G_GAN: 2.088 G_L1: 5.419 D_real: 0.006 D_fake: 0.277 +(epoch: 25, iters: 49216, time: 0.374, data: 0.019) G_GAN: 1.846 G_L1: 4.965 D_real: 0.003 D_fake: 0.344 +(epoch: 25, iters: 49316, time: 0.289, data: 0.016) G_GAN: 1.831 G_L1: 6.016 D_real: 0.000 D_fake: 0.349 +(epoch: 25, iters: 49416, time: 0.291, data: 0.016) G_GAN: 2.730 G_L1: 4.842 D_real: 0.006 D_fake: 0.538 +(epoch: 25, iters: 49516, time: 0.291, data: 0.018) G_GAN: 1.754 G_L1: 3.837 D_real: 0.000 D_fake: 0.361 +(epoch: 25, iters: 49616, time: 0.559, data: 0.016) G_GAN: 2.152 G_L1: 4.246 D_real: 0.002 D_fake: 0.501 +(epoch: 25, iters: 49716, time: 0.305, data: 0.019) G_GAN: 2.542 G_L1: 4.529 D_real: 0.265 D_fake: 0.199 +(epoch: 25, iters: 49816, time: 0.302, data: 0.017) G_GAN: 2.963 G_L1: 5.156 D_real: 0.001 D_fake: 0.437 +(epoch: 25, iters: 49916, time: 0.291, data: 0.018) G_GAN: 2.731 G_L1: 3.716 D_real: 0.002 D_fake: 0.173 +(epoch: 25, iters: 50016, time: 0.403, data: 0.018) G_GAN: 2.250 G_L1: 3.596 D_real: 0.008 D_fake: 0.329 +(epoch: 25, iters: 50116, time: 0.301, data: 0.018) G_GAN: 2.553 G_L1: 4.324 D_real: 0.012 D_fake: 0.138 +(epoch: 25, iters: 50216, time: 0.298, data: 0.018) G_GAN: 1.959 G_L1: 3.993 D_real: 0.000 D_fake: 0.487 +(epoch: 25, iters: 50316, time: 0.296, data: 0.019) G_GAN: 2.140 G_L1: 4.589 D_real: 0.000 D_fake: 0.430 +(epoch: 25, iters: 50416, time: 0.419, data: 0.018) G_GAN: 2.906 G_L1: 5.063 D_real: 0.000 D_fake: 0.965 +(epoch: 25, iters: 50516, time: 0.306, data: 0.018) G_GAN: 3.063 G_L1: 5.103 D_real: 0.026 D_fake: 0.063 +(epoch: 25, iters: 50616, time: 0.302, data: 0.018) G_GAN: 2.105 G_L1: 8.932 D_real: 0.151 D_fake: 0.218 +(epoch: 25, iters: 50716, time: 0.306, data: 0.018) G_GAN: 3.663 G_L1: 3.952 D_real: 0.009 D_fake: 0.126 +(epoch: 25, iters: 50816, time: 0.427, data: 0.024) G_GAN: 2.304 G_L1: 4.218 D_real: 0.056 D_fake: 0.460 +(epoch: 25, iters: 50916, time: 0.297, data: 0.019) G_GAN: 2.172 G_L1: 5.209 D_real: 0.008 D_fake: 0.532 +(epoch: 25, iters: 51016, time: 0.295, data: 0.021) G_GAN: 2.646 G_L1: 5.011 D_real: 0.001 D_fake: 0.385 +(epoch: 25, iters: 51116, time: 0.281, data: 0.017) G_GAN: 1.866 G_L1: 4.835 D_real: 0.000 D_fake: 1.020 +(epoch: 25, iters: 51216, time: 0.423, data: 0.015) G_GAN: 1.639 G_L1: 4.694 D_real: 0.000 D_fake: 0.643 +(epoch: 25, iters: 51316, time: 0.301, data: 0.020) G_GAN: 1.969 G_L1: 4.757 D_real: 0.000 D_fake: 0.368 +(epoch: 25, iters: 51416, time: 0.307, data: 0.019) G_GAN: 2.036 G_L1: 6.085 D_real: 0.036 D_fake: 0.355 +(epoch: 25, iters: 51516, time: 0.294, data: 0.018) G_GAN: 1.861 G_L1: 4.255 D_real: 0.003 D_fake: 0.965 +(epoch: 25, iters: 51616, time: 0.574, data: 0.017) G_GAN: 1.927 G_L1: 4.369 D_real: 0.004 D_fake: 0.757 +(epoch: 25, iters: 51716, time: 0.304, data: 0.019) G_GAN: 3.347 G_L1: 4.182 D_real: 0.005 D_fake: 0.200 +(epoch: 25, iters: 51816, time: 0.306, data: 0.017) G_GAN: 3.069 G_L1: 4.292 D_real: 0.636 D_fake: 0.066 +(epoch: 25, iters: 51916, time: 0.301, data: 0.019) G_GAN: 2.657 G_L1: 4.347 D_real: 0.188 D_fake: 0.186 +(epoch: 25, iters: 52016, time: 0.405, data: 0.019) G_GAN: 3.637 G_L1: 4.413 D_real: 0.059 D_fake: 0.327 +(epoch: 25, iters: 52116, time: 0.298, data: 0.018) G_GAN: 3.294 G_L1: 3.651 D_real: 0.078 D_fake: 0.083 +(epoch: 25, iters: 52216, time: 0.305, data: 0.017) G_GAN: 3.396 G_L1: 4.367 D_real: 0.171 D_fake: 0.065 +(epoch: 25, iters: 52316, time: 0.267, data: 0.018) G_GAN: 3.141 G_L1: 4.158 D_real: 0.060 D_fake: 0.177 +(epoch: 25, iters: 52416, time: 0.413, data: 0.015) G_GAN: 3.320 G_L1: 3.967 D_real: 0.057 D_fake: 0.122 +(epoch: 25, iters: 52516, time: 0.300, data: 0.018) G_GAN: 6.324 G_L1: 4.265 D_real: 0.034 D_fake: 1.691 +(epoch: 25, iters: 52616, time: 0.295, data: 0.019) G_GAN: 2.279 G_L1: 4.326 D_real: 0.052 D_fake: 0.550 +(epoch: 25, iters: 52716, time: 0.291, data: 0.018) G_GAN: 2.945 G_L1: 3.976 D_real: 0.121 D_fake: 0.149 +(epoch: 25, iters: 52816, time: 0.387, data: 0.017) G_GAN: 2.528 G_L1: 5.010 D_real: 0.014 D_fake: 0.200 +(epoch: 25, iters: 52916, time: 0.298, data: 0.018) G_GAN: 3.628 G_L1: 5.460 D_real: 0.028 D_fake: 0.148 +(epoch: 25, iters: 53016, time: 0.302, data: 0.018) G_GAN: 2.888 G_L1: 4.335 D_real: 0.315 D_fake: 0.061 +(epoch: 25, iters: 53116, time: 0.309, data: 0.018) G_GAN: 3.419 G_L1: 4.633 D_real: 0.022 D_fake: 0.181 +(epoch: 25, iters: 53216, time: 0.423, data: 0.018) G_GAN: 2.560 G_L1: 5.416 D_real: 0.010 D_fake: 0.203 +(epoch: 25, iters: 53316, time: 0.286, data: 0.021) G_GAN: 2.427 G_L1: 4.681 D_real: 0.001 D_fake: 0.203 +(epoch: 25, iters: 53416, time: 0.290, data: 0.019) G_GAN: 3.259 G_L1: 5.286 D_real: 0.001 D_fake: 0.070 +(epoch: 25, iters: 53516, time: 0.301, data: 0.015) G_GAN: 3.697 G_L1: 3.813 D_real: 0.004 D_fake: 0.809 +(epoch: 25, iters: 53616, time: 0.562, data: 0.019) G_GAN: 2.948 G_L1: 7.859 D_real: 0.054 D_fake: 0.294 +(epoch: 25, iters: 53716, time: 0.303, data: 0.019) G_GAN: 2.476 G_L1: 3.975 D_real: 0.649 D_fake: 0.052 +(epoch: 25, iters: 53816, time: 0.304, data: 0.021) G_GAN: 2.281 G_L1: 3.443 D_real: 0.485 D_fake: 0.173 +(epoch: 25, iters: 53916, time: 0.302, data: 0.018) G_GAN: 4.275 G_L1: 4.639 D_real: 0.002 D_fake: 0.363 +(epoch: 25, iters: 54016, time: 0.392, data: 0.019) G_GAN: 2.474 G_L1: 5.877 D_real: 0.266 D_fake: 0.086 +(epoch: 25, iters: 54116, time: 0.300, data: 0.019) G_GAN: 2.759 G_L1: 4.626 D_real: 0.000 D_fake: 0.204 +(epoch: 25, iters: 54216, time: 0.289, data: 0.019) G_GAN: 2.089 G_L1: 4.217 D_real: 0.048 D_fake: 0.193 +(epoch: 25, iters: 54316, time: 0.297, data: 0.016) G_GAN: 2.211 G_L1: 4.160 D_real: 0.099 D_fake: 0.520 +(epoch: 25, iters: 54416, time: 0.413, data: 0.018) G_GAN: 2.496 G_L1: 3.788 D_real: 0.445 D_fake: 0.161 +(epoch: 25, iters: 54516, time: 0.301, data: 0.019) G_GAN: 3.296 G_L1: 5.376 D_real: 0.108 D_fake: 0.205 +(epoch: 25, iters: 54616, time: 0.296, data: 0.020) G_GAN: 2.891 G_L1: 4.041 D_real: 0.000 D_fake: 0.280 +(epoch: 25, iters: 54716, time: 0.291, data: 0.018) G_GAN: 2.496 G_L1: 4.396 D_real: 0.004 D_fake: 0.248 +(epoch: 25, iters: 54816, time: 0.365, data: 0.016) G_GAN: 2.119 G_L1: 3.836 D_real: 0.000 D_fake: 0.838 +(epoch: 25, iters: 54916, time: 0.300, data: 0.017) G_GAN: 1.757 G_L1: 3.699 D_real: 0.001 D_fake: 0.349 +(epoch: 25, iters: 55016, time: 0.286, data: 0.016) G_GAN: 2.472 G_L1: 4.406 D_real: 0.007 D_fake: 0.402 +(epoch: 25, iters: 55116, time: 0.293, data: 0.018) G_GAN: 1.838 G_L1: 7.962 D_real: 0.004 D_fake: 0.522 +(epoch: 25, iters: 55216, time: 0.412, data: 0.017) G_GAN: 3.151 G_L1: 4.585 D_real: 0.000 D_fake: 0.142 +(epoch: 25, iters: 55316, time: 0.294, data: 0.017) G_GAN: 2.277 G_L1: 6.072 D_real: 0.009 D_fake: 0.281 +(epoch: 25, iters: 55416, time: 0.298, data: 0.017) G_GAN: 2.554 G_L1: 4.291 D_real: 0.004 D_fake: 0.239 +(epoch: 25, iters: 55516, time: 0.284, data: 0.018) G_GAN: 2.465 G_L1: 3.980 D_real: 0.001 D_fake: 0.759 +(epoch: 25, iters: 55616, time: 0.550, data: 0.015) G_GAN: 3.027 G_L1: 6.122 D_real: 0.196 D_fake: 0.053 +(epoch: 25, iters: 55716, time: 0.293, data: 0.018) G_GAN: 2.172 G_L1: 3.507 D_real: 0.044 D_fake: 0.465 +(epoch: 25, iters: 55816, time: 0.282, data: 0.017) G_GAN: 4.843 G_L1: 5.918 D_real: 0.048 D_fake: 0.076 +(epoch: 25, iters: 55916, time: 0.287, data: 0.015) G_GAN: 1.845 G_L1: 3.490 D_real: 0.004 D_fake: 0.474 +(epoch: 25, iters: 56016, time: 0.399, data: 0.015) G_GAN: 3.163 G_L1: 3.984 D_real: 0.166 D_fake: 0.168 +(epoch: 25, iters: 56116, time: 0.281, data: 0.015) G_GAN: 3.164 G_L1: 6.948 D_real: 0.417 D_fake: 0.282 +(epoch: 25, iters: 56216, time: 0.295, data: 0.015) G_GAN: 1.929 G_L1: 3.969 D_real: 0.000 D_fake: 0.235 +(epoch: 25, iters: 56316, time: 0.294, data: 0.016) G_GAN: 3.684 G_L1: 4.066 D_real: 0.067 D_fake: 0.330 +(epoch: 25, iters: 56416, time: 0.363, data: 0.015) G_GAN: 2.299 G_L1: 3.851 D_real: 0.000 D_fake: 0.271 +(epoch: 25, iters: 56516, time: 0.289, data: 0.016) G_GAN: 2.268 G_L1: 5.613 D_real: 0.001 D_fake: 0.172 +(epoch: 25, iters: 56616, time: 0.292, data: 0.016) G_GAN: 2.312 G_L1: 5.104 D_real: 0.001 D_fake: 0.192 +(epoch: 25, iters: 56716, time: 0.284, data: 0.015) G_GAN: 1.243 G_L1: 5.104 D_real: 0.002 D_fake: 0.315 +(epoch: 25, iters: 56816, time: 0.410, data: 0.016) G_GAN: 3.583 G_L1: 6.338 D_real: 0.000 D_fake: 0.532 +(epoch: 25, iters: 56916, time: 0.294, data: 0.019) G_GAN: 2.247 G_L1: 4.261 D_real: 0.000 D_fake: 0.380 +(epoch: 25, iters: 57016, time: 0.287, data: 0.017) G_GAN: 1.734 G_L1: 5.060 D_real: 0.001 D_fake: 0.408 +(epoch: 25, iters: 57116, time: 0.284, data: 0.019) G_GAN: 1.952 G_L1: 3.684 D_real: 0.008 D_fake: 0.342 +(epoch: 25, iters: 57216, time: 0.391, data: 0.017) G_GAN: 3.841 G_L1: 4.499 D_real: 0.253 D_fake: 0.048 +(epoch: 25, iters: 57316, time: 0.292, data: 0.017) G_GAN: 2.357 G_L1: 3.744 D_real: 0.026 D_fake: 0.354 +(epoch: 25, iters: 57416, time: 0.295, data: 0.016) G_GAN: 3.783 G_L1: 4.231 D_real: 0.158 D_fake: 0.085 +(epoch: 25, iters: 57516, time: 0.279, data: 0.017) G_GAN: 4.042 G_L1: 5.486 D_real: 0.025 D_fake: 0.055 +(epoch: 25, iters: 57616, time: 0.554, data: 0.016) G_GAN: 2.533 G_L1: 5.058 D_real: 0.001 D_fake: 0.298 +(epoch: 25, iters: 57716, time: 0.290, data: 0.018) G_GAN: 2.157 G_L1: 4.694 D_real: 0.018 D_fake: 0.563 +(epoch: 25, iters: 57816, time: 0.292, data: 0.016) G_GAN: 1.612 G_L1: 7.930 D_real: 0.149 D_fake: 0.362 +(epoch: 25, iters: 57916, time: 0.292, data: 0.016) G_GAN: 3.104 G_L1: 4.160 D_real: 0.001 D_fake: 0.136 +(epoch: 25, iters: 58016, time: 0.386, data: 0.016) G_GAN: 3.798 G_L1: 6.780 D_real: 0.000 D_fake: 0.265 +(epoch: 25, iters: 58116, time: 0.300, data: 0.014) G_GAN: 4.393 G_L1: 3.764 D_real: 0.028 D_fake: 0.066 +(epoch: 25, iters: 58216, time: 0.287, data: 0.017) G_GAN: 3.432 G_L1: 4.660 D_real: 0.005 D_fake: 0.111 +(epoch: 25, iters: 58316, time: 0.288, data: 0.016) G_GAN: 2.497 G_L1: 3.844 D_real: 0.000 D_fake: 0.186 +(epoch: 25, iters: 58416, time: 0.387, data: 0.016) G_GAN: 3.120 G_L1: 4.398 D_real: 0.048 D_fake: 0.509 +(epoch: 25, iters: 58516, time: 0.288, data: 0.018) G_GAN: 3.352 G_L1: 4.473 D_real: 0.502 D_fake: 0.127 +(epoch: 25, iters: 58616, time: 0.278, data: 0.015) G_GAN: 3.358 G_L1: 4.267 D_real: 0.019 D_fake: 0.238 +(epoch: 25, iters: 58716, time: 0.294, data: 0.014) G_GAN: 2.405 G_L1: 2.918 D_real: 0.760 D_fake: 0.045 +(epoch: 25, iters: 58816, time: 0.400, data: 0.016) G_GAN: 3.751 G_L1: 5.076 D_real: 0.015 D_fake: 0.191 +(epoch: 25, iters: 58916, time: 0.286, data: 0.016) G_GAN: 2.492 G_L1: 3.829 D_real: 0.026 D_fake: 0.170 +(epoch: 25, iters: 59016, time: 0.296, data: 0.016) G_GAN: 2.128 G_L1: 4.803 D_real: 0.005 D_fake: 0.484 +(epoch: 25, iters: 59116, time: 0.292, data: 0.016) G_GAN: 3.649 G_L1: 5.381 D_real: 0.187 D_fake: 0.078 +(epoch: 25, iters: 59216, time: 0.409, data: 0.016) G_GAN: 4.402 G_L1: 4.145 D_real: 0.058 D_fake: 0.050 +(epoch: 25, iters: 59316, time: 0.298, data: 0.019) G_GAN: 3.228 G_L1: 5.316 D_real: 0.045 D_fake: 0.741 +(epoch: 25, iters: 59416, time: 0.285, data: 0.017) G_GAN: 2.996 G_L1: 6.269 D_real: 0.001 D_fake: 0.260 +(epoch: 25, iters: 59516, time: 0.292, data: 0.017) G_GAN: 2.759 G_L1: 5.055 D_real: 0.003 D_fake: 0.183 +(epoch: 25, iters: 59616, time: 0.550, data: 0.016) G_GAN: 3.107 G_L1: 4.300 D_real: 0.000 D_fake: 0.169 +(epoch: 25, iters: 59716, time: 0.298, data: 0.018) G_GAN: 1.980 G_L1: 4.623 D_real: 0.007 D_fake: 0.284 +(epoch: 25, iters: 59816, time: 0.303, data: 0.017) G_GAN: 2.859 G_L1: 6.330 D_real: 0.008 D_fake: 0.221 +(epoch: 25, iters: 59916, time: 0.300, data: 0.018) G_GAN: 2.250 G_L1: 3.550 D_real: 0.042 D_fake: 0.152 +(epoch: 25, iters: 60016, time: 0.400, data: 0.018) G_GAN: 2.115 G_L1: 4.252 D_real: 0.001 D_fake: 0.472 +(epoch: 26, iters: 100, time: 0.301, data: 0.461) G_GAN: 1.993 G_L1: 4.204 D_real: 0.012 D_fake: 0.181 +(epoch: 26, iters: 200, time: 0.294, data: 0.020) G_GAN: 2.607 G_L1: 4.195 D_real: 0.000 D_fake: 0.152 +(epoch: 26, iters: 300, time: 0.296, data: 0.018) G_GAN: 1.769 G_L1: 3.243 D_real: 0.000 D_fake: 0.487 +(epoch: 26, iters: 400, time: 0.564, data: 0.022) G_GAN: 1.753 G_L1: 4.090 D_real: 0.001 D_fake: 0.696 +(epoch: 26, iters: 500, time: 0.284, data: 0.025) G_GAN: 2.451 G_L1: 6.469 D_real: 0.000 D_fake: 0.575 +(epoch: 26, iters: 600, time: 0.283, data: 0.017) G_GAN: 2.752 G_L1: 5.812 D_real: 0.001 D_fake: 0.220 +(epoch: 26, iters: 700, time: 0.302, data: 0.017) G_GAN: 1.972 G_L1: 5.288 D_real: 0.002 D_fake: 0.212 +(epoch: 26, iters: 800, time: 0.423, data: 0.021) G_GAN: 1.987 G_L1: 4.543 D_real: 0.002 D_fake: 0.159 +(epoch: 26, iters: 900, time: 0.297, data: 0.019) G_GAN: 2.764 G_L1: 5.243 D_real: 0.002 D_fake: 0.550 +(epoch: 26, iters: 1000, time: 0.295, data: 0.020) G_GAN: 2.497 G_L1: 4.032 D_real: 0.000 D_fake: 0.194 +(epoch: 26, iters: 1100, time: 0.291, data: 0.018) G_GAN: 1.978 G_L1: 4.695 D_real: 0.000 D_fake: 0.500 +(epoch: 26, iters: 1200, time: 0.402, data: 0.017) G_GAN: 1.517 G_L1: 3.212 D_real: 0.002 D_fake: 0.293 +(epoch: 26, iters: 1300, time: 0.291, data: 0.018) G_GAN: 1.722 G_L1: 5.253 D_real: 0.002 D_fake: 0.341 +(epoch: 26, iters: 1400, time: 0.294, data: 0.017) G_GAN: 1.794 G_L1: 4.194 D_real: 0.003 D_fake: 0.329 +(epoch: 26, iters: 1500, time: 0.294, data: 0.018) G_GAN: 2.616 G_L1: 6.555 D_real: 0.002 D_fake: 0.213 +(epoch: 26, iters: 1600, time: 0.496, data: 0.018) G_GAN: 1.473 G_L1: 5.062 D_real: 0.000 D_fake: 0.825 +(epoch: 26, iters: 1700, time: 0.309, data: 0.018) G_GAN: 3.159 G_L1: 6.060 D_real: 0.001 D_fake: 0.817 +(epoch: 26, iters: 1800, time: 0.298, data: 0.019) G_GAN: 2.317 G_L1: 4.093 D_real: 0.047 D_fake: 0.238 +(epoch: 26, iters: 1900, time: 0.302, data: 0.018) G_GAN: 3.499 G_L1: 5.723 D_real: 0.005 D_fake: 0.173 +(epoch: 26, iters: 2000, time: 0.421, data: 0.018) G_GAN: 4.227 G_L1: 4.988 D_real: 0.033 D_fake: 0.789 +(epoch: 26, iters: 2100, time: 0.299, data: 0.021) G_GAN: 3.299 G_L1: 4.886 D_real: 0.128 D_fake: 0.190 +(epoch: 26, iters: 2200, time: 0.293, data: 0.018) G_GAN: 3.027 G_L1: 4.425 D_real: 0.000 D_fake: 0.251 +(epoch: 26, iters: 2300, time: 0.300, data: 0.018) G_GAN: 4.954 G_L1: 10.411 D_real: 0.001 D_fake: 0.074 +(epoch: 26, iters: 2400, time: 0.381, data: 0.017) G_GAN: 2.735 G_L1: 6.572 D_real: 0.000 D_fake: 0.148 +(epoch: 26, iters: 2500, time: 0.280, data: 0.018) G_GAN: 3.129 G_L1: 3.992 D_real: 0.014 D_fake: 0.195 +(epoch: 26, iters: 2600, time: 0.287, data: 0.014) G_GAN: 3.901 G_L1: 4.546 D_real: 0.002 D_fake: 0.069 +(epoch: 26, iters: 2700, time: 0.292, data: 0.016) G_GAN: 2.117 G_L1: 5.262 D_real: 0.001 D_fake: 0.332 +(epoch: 26, iters: 2800, time: 0.410, data: 0.018) G_GAN: 3.124 G_L1: 5.152 D_real: 0.003 D_fake: 0.149 +(epoch: 26, iters: 2900, time: 0.282, data: 0.022) G_GAN: 2.818 G_L1: 4.852 D_real: 0.003 D_fake: 0.242 +(epoch: 26, iters: 3000, time: 0.296, data: 0.019) G_GAN: 1.459 G_L1: 4.776 D_real: 0.000 D_fake: 0.620 +(epoch: 26, iters: 3100, time: 0.293, data: 0.018) G_GAN: 6.310 G_L1: 7.091 D_real: 0.021 D_fake: 0.784 +(epoch: 26, iters: 3200, time: 0.405, data: 0.020) G_GAN: 3.046 G_L1: 4.363 D_real: 0.094 D_fake: 0.091 +(epoch: 26, iters: 3300, time: 0.295, data: 0.019) G_GAN: 3.828 G_L1: 3.920 D_real: 0.029 D_fake: 0.592 +(epoch: 26, iters: 3400, time: 0.301, data: 0.017) G_GAN: 3.569 G_L1: 6.956 D_real: 0.000 D_fake: 0.118 +(epoch: 26, iters: 3500, time: 0.299, data: 0.019) G_GAN: 3.222 G_L1: 3.960 D_real: 0.199 D_fake: 0.124 +(epoch: 26, iters: 3600, time: 0.559, data: 0.021) G_GAN: 4.478 G_L1: 6.319 D_real: 0.054 D_fake: 0.205 +(epoch: 26, iters: 3700, time: 0.296, data: 0.019) G_GAN: 4.063 G_L1: 4.827 D_real: 0.005 D_fake: 0.278 +(epoch: 26, iters: 3800, time: 0.294, data: 0.018) G_GAN: 3.266 G_L1: 6.396 D_real: 0.003 D_fake: 0.218 +(epoch: 26, iters: 3900, time: 0.292, data: 0.018) G_GAN: 2.241 G_L1: 3.807 D_real: 0.011 D_fake: 0.313 +(epoch: 26, iters: 4000, time: 0.416, data: 0.023) G_GAN: 2.435 G_L1: 4.370 D_real: 0.003 D_fake: 0.190 +(epoch: 26, iters: 4100, time: 0.300, data: 0.019) G_GAN: 3.629 G_L1: 5.147 D_real: 0.001 D_fake: 0.421 +(epoch: 26, iters: 4200, time: 0.298, data: 0.020) G_GAN: 3.742 G_L1: 5.638 D_real: 0.115 D_fake: 0.575 +(epoch: 26, iters: 4300, time: 0.300, data: 0.018) G_GAN: 3.221 G_L1: 4.554 D_real: 0.008 D_fake: 0.247 +(epoch: 26, iters: 4400, time: 0.423, data: 0.019) G_GAN: 2.479 G_L1: 4.210 D_real: 0.188 D_fake: 0.416 +(epoch: 26, iters: 4500, time: 0.296, data: 0.020) G_GAN: 3.506 G_L1: 6.031 D_real: 0.004 D_fake: 0.035 +(epoch: 26, iters: 4600, time: 0.292, data: 0.019) G_GAN: 3.303 G_L1: 3.829 D_real: 0.022 D_fake: 0.030 +(epoch: 26, iters: 4700, time: 0.293, data: 0.020) G_GAN: 3.132 G_L1: 5.774 D_real: 0.002 D_fake: 0.069 +(epoch: 26, iters: 4800, time: 0.387, data: 0.020) G_GAN: 2.211 G_L1: 5.238 D_real: 0.001 D_fake: 0.146 +(epoch: 26, iters: 4900, time: 0.291, data: 0.024) G_GAN: 2.439 G_L1: 5.070 D_real: 0.013 D_fake: 0.222 +(epoch: 26, iters: 5000, time: 0.300, data: 0.022) G_GAN: 1.521 G_L1: 4.971 D_real: 0.001 D_fake: 0.342 +(epoch: 26, iters: 5100, time: 0.303, data: 0.018) G_GAN: 2.043 G_L1: 4.862 D_real: 0.000 D_fake: 0.526 +(epoch: 26, iters: 5200, time: 0.413, data: 0.019) G_GAN: 2.996 G_L1: 5.614 D_real: 0.000 D_fake: 0.597 +(epoch: 26, iters: 5300, time: 0.296, data: 0.020) G_GAN: 1.706 G_L1: 3.365 D_real: 0.015 D_fake: 0.472 +(epoch: 26, iters: 5400, time: 0.285, data: 0.018) G_GAN: 2.208 G_L1: 4.301 D_real: 0.000 D_fake: 0.159 +(epoch: 26, iters: 5500, time: 0.302, data: 0.018) G_GAN: 3.632 G_L1: 6.834 D_real: 0.012 D_fake: 0.592 +(epoch: 26, iters: 5600, time: 0.499, data: 0.019) G_GAN: 2.168 G_L1: 4.810 D_real: 0.149 D_fake: 0.426 +(epoch: 26, iters: 5700, time: 0.304, data: 0.019) G_GAN: 3.135 G_L1: 4.773 D_real: 0.007 D_fake: 0.289 +(epoch: 26, iters: 5800, time: 0.291, data: 0.019) G_GAN: 3.778 G_L1: 4.678 D_real: 0.007 D_fake: 0.050 +(epoch: 26, iters: 5900, time: 0.297, data: 0.021) G_GAN: 3.643 G_L1: 5.360 D_real: 0.021 D_fake: 0.343 +(epoch: 26, iters: 6000, time: 0.412, data: 0.022) G_GAN: 2.045 G_L1: 5.572 D_real: 0.000 D_fake: 0.363 +(epoch: 26, iters: 6100, time: 0.299, data: 0.019) G_GAN: 2.256 G_L1: 6.093 D_real: 0.004 D_fake: 0.378 +(epoch: 26, iters: 6200, time: 0.303, data: 0.018) G_GAN: 3.849 G_L1: 5.920 D_real: 0.001 D_fake: 0.180 +(epoch: 26, iters: 6300, time: 0.300, data: 0.018) G_GAN: 1.874 G_L1: 4.870 D_real: 0.000 D_fake: 0.403 +(epoch: 26, iters: 6400, time: 0.409, data: 0.019) G_GAN: 1.798 G_L1: 4.071 D_real: 0.001 D_fake: 0.569 +(epoch: 26, iters: 6500, time: 0.284, data: 0.019) G_GAN: 3.148 G_L1: 5.980 D_real: 0.002 D_fake: 0.146 +(epoch: 26, iters: 6600, time: 0.301, data: 0.017) G_GAN: 2.944 G_L1: 5.467 D_real: 0.000 D_fake: 0.538 +(epoch: 26, iters: 6700, time: 0.301, data: 0.018) G_GAN: 1.563 G_L1: 4.505 D_real: 0.001 D_fake: 0.162 +(epoch: 26, iters: 6800, time: 0.418, data: 0.017) G_GAN: 1.800 G_L1: 4.230 D_real: 0.001 D_fake: 0.413 +(epoch: 26, iters: 6900, time: 0.298, data: 0.018) G_GAN: 2.716 G_L1: 3.898 D_real: 0.274 D_fake: 0.515 +(epoch: 26, iters: 7000, time: 0.282, data: 0.018) G_GAN: 2.602 G_L1: 4.554 D_real: 0.000 D_fake: 0.186 +(epoch: 26, iters: 7100, time: 0.287, data: 0.018) G_GAN: 2.109 G_L1: 5.320 D_real: 0.178 D_fake: 0.104 +(epoch: 26, iters: 7200, time: 0.386, data: 0.016) G_GAN: 3.855 G_L1: 9.018 D_real: 0.045 D_fake: 0.272 +(epoch: 26, iters: 7300, time: 0.287, data: 0.019) G_GAN: 3.756 G_L1: 6.178 D_real: 0.005 D_fake: 0.175 +(epoch: 26, iters: 7400, time: 0.299, data: 0.016) G_GAN: 2.395 G_L1: 4.645 D_real: 0.001 D_fake: 0.280 +(epoch: 26, iters: 7500, time: 0.302, data: 0.016) G_GAN: 2.130 G_L1: 5.856 D_real: 0.015 D_fake: 0.353 +(epoch: 26, iters: 7600, time: 0.561, data: 0.017) G_GAN: 2.190 G_L1: 3.000 D_real: 0.011 D_fake: 0.382 +(epoch: 26, iters: 7700, time: 0.296, data: 0.019) G_GAN: 1.842 G_L1: 5.072 D_real: 0.000 D_fake: 0.582 +(epoch: 26, iters: 7800, time: 0.301, data: 0.017) G_GAN: 2.646 G_L1: 4.593 D_real: 0.002 D_fake: 0.451 +(epoch: 26, iters: 7900, time: 0.298, data: 0.016) G_GAN: 3.714 G_L1: 4.867 D_real: 0.152 D_fake: 0.080 +(epoch: 26, iters: 8000, time: 0.406, data: 0.017) G_GAN: 2.530 G_L1: 4.441 D_real: 0.004 D_fake: 0.190 +(epoch: 26, iters: 8100, time: 0.296, data: 0.018) G_GAN: 3.661 G_L1: 4.258 D_real: 0.001 D_fake: 0.127 +(epoch: 26, iters: 8200, time: 0.291, data: 0.020) G_GAN: 3.383 G_L1: 4.340 D_real: 0.022 D_fake: 0.136 +(epoch: 26, iters: 8300, time: 0.294, data: 0.017) G_GAN: 2.173 G_L1: 3.234 D_real: 0.002 D_fake: 0.162 +(epoch: 26, iters: 8400, time: 0.418, data: 0.020) G_GAN: 2.463 G_L1: 5.943 D_real: 0.001 D_fake: 0.445 +(epoch: 26, iters: 8500, time: 0.303, data: 0.019) G_GAN: 2.762 G_L1: 4.431 D_real: 0.001 D_fake: 0.254 +(epoch: 26, iters: 8600, time: 0.295, data: 0.017) G_GAN: 3.176 G_L1: 4.296 D_real: 0.017 D_fake: 0.330 +(epoch: 26, iters: 8700, time: 0.301, data: 0.026) G_GAN: 2.496 G_L1: 5.158 D_real: 0.026 D_fake: 0.249 +(epoch: 26, iters: 8800, time: 0.419, data: 0.017) G_GAN: 2.142 G_L1: 5.076 D_real: 0.000 D_fake: 0.337 +(epoch: 26, iters: 8900, time: 0.297, data: 0.019) G_GAN: 1.743 G_L1: 3.781 D_real: 0.000 D_fake: 0.326 +(epoch: 26, iters: 9000, time: 0.297, data: 0.016) G_GAN: 3.183 G_L1: 5.275 D_real: 0.001 D_fake: 0.271 +(epoch: 26, iters: 9100, time: 0.288, data: 0.017) G_GAN: 2.406 G_L1: 3.826 D_real: 0.000 D_fake: 0.796 +(epoch: 26, iters: 9200, time: 0.412, data: 0.017) G_GAN: 3.208 G_L1: 7.656 D_real: 0.002 D_fake: 0.246 +(epoch: 26, iters: 9300, time: 0.300, data: 0.017) G_GAN: 2.056 G_L1: 4.876 D_real: 0.230 D_fake: 0.175 +(epoch: 26, iters: 9400, time: 0.293, data: 0.017) G_GAN: 1.457 G_L1: 4.606 D_real: 0.004 D_fake: 0.317 +(epoch: 26, iters: 9500, time: 0.296, data: 0.017) G_GAN: 3.229 G_L1: 3.611 D_real: 0.002 D_fake: 0.106 +(epoch: 26, iters: 9600, time: 0.568, data: 0.016) G_GAN: 1.880 G_L1: 4.816 D_real: 0.031 D_fake: 0.227 +(epoch: 26, iters: 9700, time: 0.299, data: 0.019) G_GAN: 1.757 G_L1: 4.356 D_real: 0.002 D_fake: 0.540 +(epoch: 26, iters: 9800, time: 0.308, data: 0.016) G_GAN: 2.521 G_L1: 7.362 D_real: 0.004 D_fake: 0.322 +(epoch: 26, iters: 9900, time: 0.287, data: 0.018) G_GAN: 2.800 G_L1: 6.128 D_real: 0.000 D_fake: 0.332 +(epoch: 26, iters: 10000, time: 0.415, data: 0.019) G_GAN: 2.039 G_L1: 4.233 D_real: 0.001 D_fake: 0.509 +(epoch: 26, iters: 10100, time: 0.291, data: 0.020) G_GAN: 1.875 G_L1: 5.404 D_real: 0.002 D_fake: 0.220 +(epoch: 26, iters: 10200, time: 0.298, data: 0.017) G_GAN: 1.506 G_L1: 4.543 D_real: 0.002 D_fake: 0.761 +(epoch: 26, iters: 10300, time: 0.297, data: 0.021) G_GAN: 2.145 G_L1: 4.193 D_real: 0.000 D_fake: 0.225 +(epoch: 26, iters: 10400, time: 0.405, data: 0.017) G_GAN: 4.109 G_L1: 4.379 D_real: 0.435 D_fake: 0.111 +(epoch: 26, iters: 10500, time: 0.283, data: 0.016) G_GAN: 2.653 G_L1: 4.658 D_real: 0.203 D_fake: 0.317 +(epoch: 26, iters: 10600, time: 0.296, data: 0.015) G_GAN: 2.748 G_L1: 3.190 D_real: 0.187 D_fake: 0.306 +(epoch: 26, iters: 10700, time: 0.293, data: 0.018) G_GAN: 3.626 G_L1: 4.099 D_real: 0.207 D_fake: 0.039 +(epoch: 26, iters: 10800, time: 0.409, data: 0.018) G_GAN: 3.773 G_L1: 3.122 D_real: 0.247 D_fake: 0.036 +(epoch: 26, iters: 10900, time: 0.292, data: 0.021) G_GAN: 2.782 G_L1: 4.012 D_real: 0.001 D_fake: 0.110 +(epoch: 26, iters: 11000, time: 0.300, data: 0.023) G_GAN: 2.603 G_L1: 5.067 D_real: 0.004 D_fake: 0.107 +(epoch: 26, iters: 11100, time: 0.285, data: 0.020) G_GAN: 1.418 G_L1: 4.059 D_real: 0.000 D_fake: 0.493 +(epoch: 26, iters: 11200, time: 0.389, data: 0.021) G_GAN: 3.956 G_L1: 3.820 D_real: 0.160 D_fake: 0.413 +(epoch: 26, iters: 11300, time: 0.298, data: 0.017) G_GAN: 5.325 G_L1: 10.711 D_real: 0.128 D_fake: 0.104 +(epoch: 26, iters: 11400, time: 0.295, data: 0.018) G_GAN: 1.518 G_L1: 4.359 D_real: 0.036 D_fake: 0.329 +(epoch: 26, iters: 11500, time: 0.286, data: 0.019) G_GAN: 3.009 G_L1: 5.412 D_real: 0.003 D_fake: 0.248 +(epoch: 26, iters: 11600, time: 0.516, data: 0.017) G_GAN: 1.627 G_L1: 4.065 D_real: 0.002 D_fake: 0.244 +(epoch: 26, iters: 11700, time: 0.300, data: 0.018) G_GAN: 2.251 G_L1: 3.983 D_real: 0.006 D_fake: 0.115 +(epoch: 26, iters: 11800, time: 0.294, data: 0.018) G_GAN: 2.600 G_L1: 5.131 D_real: 0.021 D_fake: 0.326 +(epoch: 26, iters: 11900, time: 0.287, data: 0.017) G_GAN: 2.238 G_L1: 5.106 D_real: 0.012 D_fake: 0.469 +(epoch: 26, iters: 12000, time: 0.412, data: 0.019) G_GAN: 2.841 G_L1: 6.125 D_real: 0.001 D_fake: 0.276 +(epoch: 26, iters: 12100, time: 0.301, data: 0.018) G_GAN: 2.263 G_L1: 4.248 D_real: 0.489 D_fake: 0.149 +(epoch: 26, iters: 12200, time: 0.300, data: 0.017) G_GAN: 2.626 G_L1: 8.000 D_real: 0.605 D_fake: 0.277 +(epoch: 26, iters: 12300, time: 0.298, data: 0.018) G_GAN: 1.948 G_L1: 4.574 D_real: 0.007 D_fake: 0.795 +(epoch: 26, iters: 12400, time: 0.418, data: 0.017) G_GAN: 3.704 G_L1: 8.922 D_real: 0.011 D_fake: 0.242 +(epoch: 26, iters: 12500, time: 0.298, data: 0.018) G_GAN: 3.284 G_L1: 5.368 D_real: 0.057 D_fake: 0.523 +(epoch: 26, iters: 12600, time: 0.301, data: 0.020) G_GAN: 2.361 G_L1: 5.832 D_real: 0.000 D_fake: 0.456 +(epoch: 26, iters: 12700, time: 0.292, data: 0.021) G_GAN: 2.317 G_L1: 5.609 D_real: 0.018 D_fake: 0.268 +(epoch: 26, iters: 12800, time: 0.416, data: 0.016) G_GAN: 2.207 G_L1: 4.132 D_real: 0.004 D_fake: 0.332 +(epoch: 26, iters: 12900, time: 0.266, data: 0.017) G_GAN: 2.232 G_L1: 4.846 D_real: 0.004 D_fake: 0.120 +(epoch: 26, iters: 13000, time: 0.286, data: 0.015) G_GAN: 2.017 G_L1: 4.409 D_real: 0.000 D_fake: 0.325 +(epoch: 26, iters: 13100, time: 0.298, data: 0.021) G_GAN: 1.720 G_L1: 4.697 D_real: 0.311 D_fake: 1.406 +(epoch: 26, iters: 13200, time: 0.408, data: 0.017) G_GAN: 2.256 G_L1: 3.553 D_real: 0.017 D_fake: 0.214 +(epoch: 26, iters: 13300, time: 0.285, data: 0.017) G_GAN: 2.625 G_L1: 5.754 D_real: 0.011 D_fake: 0.166 +(epoch: 26, iters: 13400, time: 0.299, data: 0.017) G_GAN: 2.063 G_L1: 4.413 D_real: 0.003 D_fake: 0.425 +(epoch: 26, iters: 13500, time: 0.278, data: 0.017) G_GAN: 1.263 G_L1: 3.803 D_real: 0.001 D_fake: 0.427 +(epoch: 26, iters: 13600, time: 0.582, data: 0.016) G_GAN: 3.019 G_L1: 3.690 D_real: 0.011 D_fake: 0.738 +(epoch: 26, iters: 13700, time: 0.297, data: 0.018) G_GAN: 3.876 G_L1: 7.728 D_real: 0.008 D_fake: 0.218 +(epoch: 26, iters: 13800, time: 0.296, data: 0.017) G_GAN: 2.440 G_L1: 4.911 D_real: 0.070 D_fake: 0.312 +(epoch: 26, iters: 13900, time: 0.297, data: 0.022) G_GAN: 2.391 G_L1: 4.590 D_real: 0.005 D_fake: 0.200 +(epoch: 26, iters: 14000, time: 0.421, data: 0.018) G_GAN: 2.466 G_L1: 5.402 D_real: 0.009 D_fake: 0.463 +(epoch: 26, iters: 14100, time: 0.295, data: 0.019) G_GAN: 1.505 G_L1: 3.963 D_real: 0.002 D_fake: 0.309 +(epoch: 26, iters: 14200, time: 0.301, data: 0.020) G_GAN: 2.798 G_L1: 4.429 D_real: 0.010 D_fake: 0.189 +(epoch: 26, iters: 14300, time: 0.293, data: 0.017) G_GAN: 1.568 G_L1: 4.159 D_real: 0.000 D_fake: 0.622 +(epoch: 26, iters: 14400, time: 0.406, data: 0.017) G_GAN: 1.813 G_L1: 4.780 D_real: 0.005 D_fake: 0.081 +(epoch: 26, iters: 14500, time: 0.298, data: 0.018) G_GAN: 2.433 G_L1: 4.819 D_real: 0.005 D_fake: 0.163 +(epoch: 26, iters: 14600, time: 0.293, data: 0.016) G_GAN: 2.338 G_L1: 4.294 D_real: 0.005 D_fake: 0.259 +(epoch: 26, iters: 14700, time: 0.295, data: 0.019) G_GAN: 1.629 G_L1: 4.797 D_real: 0.003 D_fake: 1.204 +(epoch: 26, iters: 14800, time: 0.421, data: 0.019) G_GAN: 3.345 G_L1: 8.449 D_real: 0.239 D_fake: 0.569 +(epoch: 26, iters: 14900, time: 0.295, data: 0.020) G_GAN: 2.844 G_L1: 4.307 D_real: 0.015 D_fake: 0.210 +(epoch: 26, iters: 15000, time: 0.286, data: 0.018) G_GAN: 2.229 G_L1: 3.556 D_real: 0.001 D_fake: 0.418 +(epoch: 26, iters: 15100, time: 0.301, data: 0.019) G_GAN: 3.255 G_L1: 5.977 D_real: 0.185 D_fake: 0.489 +(epoch: 26, iters: 15200, time: 0.398, data: 0.020) G_GAN: 1.969 G_L1: 4.153 D_real: 0.009 D_fake: 0.548 +(epoch: 26, iters: 15300, time: 0.289, data: 0.017) G_GAN: 3.375 G_L1: 3.778 D_real: 0.005 D_fake: 0.481 +(epoch: 26, iters: 15400, time: 0.293, data: 0.018) G_GAN: 3.254 G_L1: 4.683 D_real: 0.214 D_fake: 0.099 +(epoch: 26, iters: 15500, time: 0.299, data: 0.017) G_GAN: 3.553 G_L1: 3.882 D_real: 0.045 D_fake: 0.059 +(epoch: 26, iters: 15600, time: 0.569, data: 0.019) G_GAN: 3.627 G_L1: 5.041 D_real: 0.087 D_fake: 0.074 +(epoch: 26, iters: 15700, time: 0.298, data: 0.019) G_GAN: 3.641 G_L1: 4.557 D_real: 0.025 D_fake: 0.055 +(epoch: 26, iters: 15800, time: 0.295, data: 0.020) G_GAN: 2.788 G_L1: 4.685 D_real: 0.016 D_fake: 0.219 +(epoch: 26, iters: 15900, time: 0.296, data: 0.017) G_GAN: 3.413 G_L1: 5.524 D_real: 0.003 D_fake: 0.159 +(epoch: 26, iters: 16000, time: 0.407, data: 0.016) G_GAN: 3.629 G_L1: 3.564 D_real: 0.024 D_fake: 0.117 +(epoch: 26, iters: 16100, time: 0.295, data: 0.018) G_GAN: 2.155 G_L1: 8.063 D_real: 0.000 D_fake: 0.328 +(epoch: 26, iters: 16200, time: 0.295, data: 0.017) G_GAN: 4.024 G_L1: 2.953 D_real: 0.080 D_fake: 0.058 +(epoch: 26, iters: 16300, time: 0.306, data: 0.017) G_GAN: 2.548 G_L1: 5.271 D_real: 0.536 D_fake: 0.075 +(epoch: 26, iters: 16400, time: 0.419, data: 0.020) G_GAN: 4.044 G_L1: 5.197 D_real: 0.002 D_fake: 0.217 +(epoch: 26, iters: 16500, time: 0.300, data: 0.017) G_GAN: 3.385 G_L1: 4.094 D_real: 0.050 D_fake: 0.131 +(epoch: 26, iters: 16600, time: 0.302, data: 0.018) G_GAN: 4.716 G_L1: 4.473 D_real: 0.049 D_fake: 0.202 +(epoch: 26, iters: 16700, time: 0.294, data: 0.018) G_GAN: 5.360 G_L1: 6.924 D_real: 0.168 D_fake: 0.778 +(epoch: 26, iters: 16800, time: 0.378, data: 0.017) G_GAN: 2.452 G_L1: 5.029 D_real: 0.179 D_fake: 0.173 +(epoch: 26, iters: 16900, time: 0.296, data: 0.018) G_GAN: 3.472 G_L1: 3.818 D_real: 0.376 D_fake: 0.189 +(epoch: 26, iters: 17000, time: 0.288, data: 0.018) G_GAN: 2.805 G_L1: 4.723 D_real: 0.000 D_fake: 0.200 +(epoch: 26, iters: 17100, time: 0.296, data: 0.019) G_GAN: 3.161 G_L1: 5.276 D_real: 0.007 D_fake: 0.152 +(epoch: 26, iters: 17200, time: 0.421, data: 0.018) G_GAN: 3.755 G_L1: 5.767 D_real: 0.096 D_fake: 0.165 +(epoch: 26, iters: 17300, time: 0.294, data: 0.018) G_GAN: 2.023 G_L1: 3.010 D_real: 0.046 D_fake: 0.169 +(epoch: 26, iters: 17400, time: 0.296, data: 0.016) G_GAN: 3.944 G_L1: 3.971 D_real: 0.030 D_fake: 0.302 +(epoch: 26, iters: 17500, time: 0.290, data: 0.022) G_GAN: 3.577 G_L1: 4.102 D_real: 0.014 D_fake: 0.094 +(epoch: 26, iters: 17600, time: 0.551, data: 0.018) G_GAN: 2.203 G_L1: 3.689 D_real: 0.146 D_fake: 0.504 +(epoch: 26, iters: 17700, time: 0.301, data: 0.018) G_GAN: 2.977 G_L1: 7.843 D_real: 0.276 D_fake: 0.090 +(epoch: 26, iters: 17800, time: 0.284, data: 0.018) G_GAN: 2.896 G_L1: 4.291 D_real: 0.399 D_fake: 0.160 +(epoch: 26, iters: 17900, time: 0.295, data: 0.021) G_GAN: 2.926 G_L1: 4.094 D_real: 0.017 D_fake: 0.266 +(epoch: 26, iters: 18000, time: 0.416, data: 0.017) G_GAN: 2.465 G_L1: 5.512 D_real: 0.000 D_fake: 0.577 +(epoch: 26, iters: 18100, time: 0.299, data: 0.021) G_GAN: 1.991 G_L1: 4.434 D_real: 0.008 D_fake: 0.561 +(epoch: 26, iters: 18200, time: 0.293, data: 0.020) G_GAN: 2.653 G_L1: 5.158 D_real: 0.000 D_fake: 0.344 +(epoch: 26, iters: 18300, time: 0.309, data: 0.018) G_GAN: 3.167 G_L1: 3.542 D_real: 0.150 D_fake: 0.044 +(epoch: 26, iters: 18400, time: 0.388, data: 0.018) G_GAN: 2.402 G_L1: 4.383 D_real: 0.044 D_fake: 0.219 +(epoch: 26, iters: 18500, time: 0.305, data: 0.017) G_GAN: 2.927 G_L1: 3.921 D_real: 0.006 D_fake: 0.657 +(epoch: 26, iters: 18600, time: 0.297, data: 0.019) G_GAN: 3.179 G_L1: 4.219 D_real: 0.001 D_fake: 0.136 +(epoch: 26, iters: 18700, time: 0.295, data: 0.020) G_GAN: 3.052 G_L1: 6.476 D_real: 0.000 D_fake: 0.200 +(epoch: 26, iters: 18800, time: 0.410, data: 0.021) G_GAN: 1.590 G_L1: 3.722 D_real: 0.001 D_fake: 0.255 +(epoch: 26, iters: 18900, time: 0.295, data: 0.020) G_GAN: 3.688 G_L1: 4.156 D_real: 0.089 D_fake: 0.295 +(epoch: 26, iters: 19000, time: 0.301, data: 0.017) G_GAN: 1.939 G_L1: 3.664 D_real: 0.015 D_fake: 0.428 +(epoch: 26, iters: 19100, time: 0.298, data: 0.020) G_GAN: 4.131 G_L1: 3.420 D_real: 0.110 D_fake: 0.223 +(epoch: 26, iters: 19200, time: 0.426, data: 0.021) G_GAN: 4.301 G_L1: 8.196 D_real: 0.119 D_fake: 0.044 +(epoch: 26, iters: 19300, time: 0.290, data: 0.017) G_GAN: 3.573 G_L1: 3.598 D_real: 0.014 D_fake: 0.082 +(epoch: 26, iters: 19400, time: 0.296, data: 0.017) G_GAN: 4.034 G_L1: 3.853 D_real: 0.028 D_fake: 0.074 +(epoch: 26, iters: 19500, time: 0.286, data: 0.017) G_GAN: 2.969 G_L1: 3.379 D_real: 0.105 D_fake: 0.319 +(epoch: 26, iters: 19600, time: 0.542, data: 0.016) G_GAN: 4.554 G_L1: 6.252 D_real: 0.667 D_fake: 0.181 +(epoch: 26, iters: 19700, time: 0.302, data: 0.019) G_GAN: 4.459 G_L1: 5.174 D_real: 0.024 D_fake: 0.102 +(epoch: 26, iters: 19800, time: 0.304, data: 0.017) G_GAN: 3.519 G_L1: 2.825 D_real: 0.013 D_fake: 0.122 +(epoch: 26, iters: 19900, time: 0.290, data: 0.017) G_GAN: 5.504 G_L1: 7.336 D_real: 0.068 D_fake: 0.024 +(epoch: 26, iters: 20000, time: 0.409, data: 0.023) G_GAN: 3.197 G_L1: 4.413 D_real: 0.006 D_fake: 0.125 +(epoch: 26, iters: 20100, time: 0.290, data: 0.017) G_GAN: 3.901 G_L1: 3.647 D_real: 0.102 D_fake: 0.656 +(epoch: 26, iters: 20200, time: 0.302, data: 0.016) G_GAN: 4.647 G_L1: 5.120 D_real: 0.023 D_fake: 0.043 +(epoch: 26, iters: 20300, time: 0.290, data: 0.017) G_GAN: 3.687 G_L1: 3.793 D_real: 0.012 D_fake: 0.056 +(epoch: 26, iters: 20400, time: 0.383, data: 0.016) G_GAN: 3.649 G_L1: 4.877 D_real: 0.035 D_fake: 0.121 +(epoch: 26, iters: 20500, time: 0.299, data: 0.017) G_GAN: 4.046 G_L1: 4.215 D_real: 0.070 D_fake: 0.040 +(epoch: 26, iters: 20600, time: 0.300, data: 0.017) G_GAN: 6.869 G_L1: 7.502 D_real: 0.078 D_fake: 0.009 +(epoch: 26, iters: 20700, time: 0.297, data: 0.016) G_GAN: 4.244 G_L1: 5.846 D_real: 0.006 D_fake: 0.085 +(epoch: 26, iters: 20800, time: 0.422, data: 0.016) G_GAN: 2.692 G_L1: 5.548 D_real: 0.000 D_fake: 0.133 +(epoch: 26, iters: 20900, time: 0.305, data: 0.018) G_GAN: 2.643 G_L1: 4.271 D_real: 0.002 D_fake: 0.238 +(epoch: 26, iters: 21000, time: 0.291, data: 0.018) G_GAN: 3.207 G_L1: 6.427 D_real: 0.000 D_fake: 0.268 +(epoch: 26, iters: 21100, time: 0.302, data: 0.016) G_GAN: 3.395 G_L1: 3.167 D_real: 0.001 D_fake: 0.268 +(epoch: 26, iters: 21200, time: 0.408, data: 0.020) G_GAN: 3.079 G_L1: 5.325 D_real: 0.001 D_fake: 0.149 +(epoch: 26, iters: 21300, time: 0.288, data: 0.017) G_GAN: 4.799 G_L1: 5.659 D_real: 0.247 D_fake: 0.275 +(epoch: 26, iters: 21400, time: 0.301, data: 0.018) G_GAN: 3.505 G_L1: 6.510 D_real: 0.028 D_fake: 0.160 +(epoch: 26, iters: 21500, time: 0.285, data: 0.019) G_GAN: 3.400 G_L1: 4.261 D_real: 0.153 D_fake: 0.057 +(epoch: 26, iters: 21600, time: 0.538, data: 0.017) G_GAN: 3.065 G_L1: 4.520 D_real: 0.211 D_fake: 0.072 +(epoch: 26, iters: 21700, time: 0.289, data: 0.018) G_GAN: 4.243 G_L1: 3.946 D_real: 0.006 D_fake: 0.061 +(epoch: 26, iters: 21800, time: 0.292, data: 0.017) G_GAN: 3.453 G_L1: 5.660 D_real: 0.151 D_fake: 0.067 +(epoch: 26, iters: 21900, time: 0.277, data: 0.017) G_GAN: 3.287 G_L1: 4.052 D_real: 0.104 D_fake: 0.036 +(epoch: 26, iters: 22000, time: 0.408, data: 0.019) G_GAN: 3.426 G_L1: 5.037 D_real: 0.008 D_fake: 0.108 +(epoch: 26, iters: 22100, time: 0.302, data: 0.017) G_GAN: 2.909 G_L1: 4.248 D_real: 0.002 D_fake: 0.207 +(epoch: 26, iters: 22200, time: 0.289, data: 0.017) G_GAN: 3.190 G_L1: 4.521 D_real: 0.001 D_fake: 0.143 +(epoch: 26, iters: 22300, time: 0.303, data: 0.017) G_GAN: 2.893 G_L1: 5.300 D_real: 0.008 D_fake: 0.456 +(epoch: 26, iters: 22400, time: 0.420, data: 0.021) G_GAN: 1.401 G_L1: 4.688 D_real: 0.000 D_fake: 0.494 +(epoch: 26, iters: 22500, time: 0.294, data: 0.018) G_GAN: 3.928 G_L1: 5.792 D_real: 0.003 D_fake: 0.372 +(epoch: 26, iters: 22600, time: 0.297, data: 0.016) G_GAN: 2.615 G_L1: 3.750 D_real: 0.011 D_fake: 0.155 +(epoch: 26, iters: 22700, time: 0.307, data: 0.016) G_GAN: 3.230 G_L1: 4.694 D_real: 0.006 D_fake: 0.167 +(epoch: 26, iters: 22800, time: 0.423, data: 0.017) G_GAN: 1.769 G_L1: 5.233 D_real: 0.004 D_fake: 0.312 +(epoch: 26, iters: 22900, time: 0.287, data: 0.019) G_GAN: 2.567 G_L1: 6.026 D_real: 0.002 D_fake: 0.133 +(epoch: 26, iters: 23000, time: 0.294, data: 0.015) G_GAN: 2.624 G_L1: 5.034 D_real: 0.000 D_fake: 0.554 +(epoch: 26, iters: 23100, time: 0.289, data: 0.017) G_GAN: 2.060 G_L1: 4.522 D_real: 0.000 D_fake: 0.466 +(epoch: 26, iters: 23200, time: 0.383, data: 0.016) G_GAN: 1.591 G_L1: 3.996 D_real: 0.000 D_fake: 0.503 +(epoch: 26, iters: 23300, time: 0.269, data: 0.014) G_GAN: 3.558 G_L1: 6.434 D_real: 0.005 D_fake: 0.509 +(epoch: 26, iters: 23400, time: 0.294, data: 0.015) G_GAN: 1.667 G_L1: 4.244 D_real: 0.026 D_fake: 0.128 +(epoch: 26, iters: 23500, time: 0.301, data: 0.016) G_GAN: 2.543 G_L1: 7.038 D_real: 0.000 D_fake: 0.213 +(epoch: 26, iters: 23600, time: 0.581, data: 0.017) G_GAN: 4.238 G_L1: 6.632 D_real: 0.001 D_fake: 0.219 +(epoch: 26, iters: 23700, time: 0.294, data: 0.018) G_GAN: 1.973 G_L1: 4.464 D_real: 0.000 D_fake: 0.484 +(epoch: 26, iters: 23800, time: 0.288, data: 0.017) G_GAN: 2.154 G_L1: 3.750 D_real: 0.818 D_fake: 0.126 +(epoch: 26, iters: 23900, time: 0.289, data: 0.016) G_GAN: 2.849 G_L1: 4.936 D_real: 0.203 D_fake: 0.178 +(epoch: 26, iters: 24000, time: 0.413, data: 0.016) G_GAN: 1.733 G_L1: 3.869 D_real: 0.004 D_fake: 0.564 +(epoch: 26, iters: 24100, time: 0.295, data: 0.019) G_GAN: 1.347 G_L1: 4.088 D_real: 0.019 D_fake: 0.378 +(epoch: 26, iters: 24200, time: 0.301, data: 0.016) G_GAN: 4.853 G_L1: 8.289 D_real: 0.230 D_fake: 0.218 +(epoch: 26, iters: 24300, time: 0.293, data: 0.019) G_GAN: 4.183 G_L1: 3.805 D_real: 0.051 D_fake: 0.109 +(epoch: 26, iters: 24400, time: 0.416, data: 0.016) G_GAN: 4.932 G_L1: 5.665 D_real: 0.050 D_fake: 0.035 +(epoch: 26, iters: 24500, time: 0.304, data: 0.019) G_GAN: 2.561 G_L1: 5.420 D_real: 0.073 D_fake: 0.615 +(epoch: 26, iters: 24600, time: 0.303, data: 0.019) G_GAN: 5.385 G_L1: 6.478 D_real: 0.019 D_fake: 0.420 +(epoch: 26, iters: 24700, time: 0.297, data: 0.019) G_GAN: 3.736 G_L1: 4.313 D_real: 0.007 D_fake: 0.073 +(epoch: 26, iters: 24800, time: 0.414, data: 0.018) G_GAN: 1.853 G_L1: 4.522 D_real: 0.000 D_fake: 0.386 +(epoch: 26, iters: 24900, time: 0.293, data: 0.019) G_GAN: 3.715 G_L1: 5.704 D_real: 0.229 D_fake: 0.083 +(epoch: 26, iters: 25000, time: 0.285, data: 0.020) G_GAN: 2.359 G_L1: 3.891 D_real: 0.254 D_fake: 0.250 +(epoch: 26, iters: 25100, time: 0.283, data: 0.018) G_GAN: 2.871 G_L1: 4.051 D_real: 0.012 D_fake: 0.210 +(epoch: 26, iters: 25200, time: 0.422, data: 0.015) G_GAN: 2.713 G_L1: 4.667 D_real: 0.000 D_fake: 0.213 +(epoch: 26, iters: 25300, time: 0.301, data: 0.019) G_GAN: 1.668 G_L1: 4.834 D_real: 0.008 D_fake: 0.480 +(epoch: 26, iters: 25400, time: 0.297, data: 0.019) G_GAN: 2.973 G_L1: 4.260 D_real: 0.089 D_fake: 0.181 +(epoch: 26, iters: 25500, time: 0.297, data: 0.018) G_GAN: 1.697 G_L1: 3.483 D_real: 0.026 D_fake: 0.325 +(epoch: 26, iters: 25600, time: 0.561, data: 0.015) G_GAN: 2.793 G_L1: 4.787 D_real: 0.000 D_fake: 0.161 +(epoch: 26, iters: 25700, time: 0.301, data: 0.019) G_GAN: 2.004 G_L1: 4.456 D_real: 0.005 D_fake: 0.266 +(epoch: 26, iters: 25800, time: 0.280, data: 0.017) G_GAN: 3.803 G_L1: 6.763 D_real: 0.000 D_fake: 0.222 +(epoch: 26, iters: 25900, time: 0.300, data: 0.016) G_GAN: 1.139 G_L1: 10.959 D_real: 0.000 D_fake: 0.521 +(epoch: 26, iters: 26000, time: 0.416, data: 0.017) G_GAN: 2.968 G_L1: 5.646 D_real: 0.002 D_fake: 0.135 +(epoch: 26, iters: 26100, time: 0.297, data: 0.021) G_GAN: 3.933 G_L1: 8.838 D_real: 0.000 D_fake: 0.899 +(epoch: 26, iters: 26200, time: 0.308, data: 0.017) G_GAN: 2.302 G_L1: 5.543 D_real: 0.001 D_fake: 0.456 +(epoch: 26, iters: 26300, time: 0.298, data: 0.017) G_GAN: 2.194 G_L1: 5.696 D_real: 0.003 D_fake: 0.371 +(epoch: 26, iters: 26400, time: 0.423, data: 0.016) G_GAN: 2.393 G_L1: 4.435 D_real: 0.002 D_fake: 0.238 +(epoch: 26, iters: 26500, time: 0.302, data: 0.018) G_GAN: 1.906 G_L1: 4.118 D_real: 0.000 D_fake: 0.252 +(epoch: 26, iters: 26600, time: 0.297, data: 0.018) G_GAN: 3.258 G_L1: 4.820 D_real: 0.000 D_fake: 0.094 +(epoch: 26, iters: 26700, time: 0.303, data: 0.017) G_GAN: 1.903 G_L1: 4.157 D_real: 0.001 D_fake: 0.436 +(epoch: 26, iters: 26800, time: 0.412, data: 0.016) G_GAN: 2.816 G_L1: 4.549 D_real: 0.003 D_fake: 0.176 +(epoch: 26, iters: 26900, time: 0.300, data: 0.017) G_GAN: 2.263 G_L1: 4.729 D_real: 0.000 D_fake: 0.476 +(epoch: 26, iters: 27000, time: 0.293, data: 0.018) G_GAN: 2.573 G_L1: 4.928 D_real: 0.004 D_fake: 0.388 +(epoch: 26, iters: 27100, time: 0.289, data: 0.017) G_GAN: 1.839 G_L1: 4.559 D_real: 0.000 D_fake: 0.459 +(epoch: 26, iters: 27200, time: 0.419, data: 0.015) G_GAN: 1.754 G_L1: 9.025 D_real: 0.004 D_fake: 0.490 +(epoch: 26, iters: 27300, time: 0.297, data: 0.019) G_GAN: 1.579 G_L1: 2.856 D_real: 0.094 D_fake: 0.957 +(epoch: 26, iters: 27400, time: 0.301, data: 0.018) G_GAN: 2.161 G_L1: 4.010 D_real: 0.223 D_fake: 0.389 +(epoch: 26, iters: 27500, time: 0.300, data: 0.017) G_GAN: 1.352 G_L1: 4.144 D_real: 0.221 D_fake: 0.317 +(epoch: 26, iters: 27600, time: 0.551, data: 0.016) G_GAN: 2.112 G_L1: 4.021 D_real: 0.416 D_fake: 0.180 +(epoch: 26, iters: 27700, time: 0.290, data: 0.019) G_GAN: 2.650 G_L1: 4.523 D_real: 0.007 D_fake: 0.348 +(epoch: 26, iters: 27800, time: 0.301, data: 0.017) G_GAN: 3.361 G_L1: 3.529 D_real: 0.002 D_fake: 0.091 +(epoch: 26, iters: 27900, time: 0.303, data: 0.018) G_GAN: 3.192 G_L1: 4.649 D_real: 0.004 D_fake: 0.186 +(epoch: 26, iters: 28000, time: 0.421, data: 0.017) G_GAN: 2.310 G_L1: 4.591 D_real: 0.006 D_fake: 0.326 +(epoch: 26, iters: 28100, time: 0.296, data: 0.018) G_GAN: 2.667 G_L1: 6.047 D_real: 0.003 D_fake: 0.155 +(epoch: 26, iters: 28200, time: 0.301, data: 0.016) G_GAN: 2.387 G_L1: 3.344 D_real: 0.289 D_fake: 0.160 +(epoch: 26, iters: 28300, time: 0.284, data: 0.019) G_GAN: 2.583 G_L1: 4.340 D_real: 0.243 D_fake: 0.217 +(epoch: 26, iters: 28400, time: 0.416, data: 0.015) G_GAN: 2.306 G_L1: 3.334 D_real: 0.022 D_fake: 0.477 +(epoch: 26, iters: 28500, time: 0.297, data: 0.019) G_GAN: 3.469 G_L1: 5.058 D_real: 0.004 D_fake: 0.116 +(epoch: 26, iters: 28600, time: 0.295, data: 0.018) G_GAN: 3.081 G_L1: 5.320 D_real: 0.034 D_fake: 0.145 +(epoch: 26, iters: 28700, time: 0.300, data: 0.017) G_GAN: 2.690 G_L1: 4.939 D_real: 0.123 D_fake: 0.214 +(epoch: 26, iters: 28800, time: 0.414, data: 0.018) G_GAN: 2.516 G_L1: 3.703 D_real: 0.001 D_fake: 0.367 +(epoch: 26, iters: 28900, time: 0.294, data: 0.019) G_GAN: 3.150 G_L1: 4.842 D_real: 0.006 D_fake: 0.245 +(epoch: 26, iters: 29000, time: 0.301, data: 0.016) G_GAN: 3.418 G_L1: 5.210 D_real: 0.035 D_fake: 0.191 +(epoch: 26, iters: 29100, time: 0.298, data: 0.018) G_GAN: 1.974 G_L1: 3.561 D_real: 0.045 D_fake: 0.562 +(epoch: 26, iters: 29200, time: 0.410, data: 0.018) G_GAN: 3.450 G_L1: 4.882 D_real: 0.007 D_fake: 0.628 +(epoch: 26, iters: 29300, time: 0.302, data: 0.017) G_GAN: 3.955 G_L1: 5.685 D_real: 0.013 D_fake: 0.384 +(epoch: 26, iters: 29400, time: 0.294, data: 0.017) G_GAN: 1.879 G_L1: 4.498 D_real: 0.012 D_fake: 0.075 +(epoch: 26, iters: 29500, time: 0.298, data: 0.016) G_GAN: 2.434 G_L1: 4.348 D_real: 0.009 D_fake: 0.217 +(epoch: 26, iters: 29600, time: 0.569, data: 0.017) G_GAN: 2.343 G_L1: 5.766 D_real: 0.000 D_fake: 0.382 +(epoch: 26, iters: 29700, time: 0.291, data: 0.019) G_GAN: 3.749 G_L1: 6.153 D_real: 0.001 D_fake: 0.130 +(epoch: 26, iters: 29800, time: 0.306, data: 0.018) G_GAN: 1.879 G_L1: 2.949 D_real: 0.011 D_fake: 0.317 +(epoch: 26, iters: 29900, time: 0.295, data: 0.017) G_GAN: 2.873 G_L1: 5.510 D_real: 0.010 D_fake: 0.239 +(epoch: 26, iters: 30000, time: 0.415, data: 0.017) G_GAN: 2.198 G_L1: 5.594 D_real: 0.008 D_fake: 0.355 +(epoch: 26, iters: 30100, time: 0.293, data: 0.017) G_GAN: 1.826 G_L1: 4.324 D_real: 0.006 D_fake: 0.715 +(epoch: 26, iters: 30200, time: 0.298, data: 0.015) G_GAN: 2.883 G_L1: 5.691 D_real: 0.001 D_fake: 0.083 +(epoch: 26, iters: 30300, time: 0.286, data: 0.020) G_GAN: 3.160 G_L1: 5.650 D_real: 0.001 D_fake: 0.546 +(epoch: 26, iters: 30400, time: 0.394, data: 0.020) G_GAN: 3.200 G_L1: 5.324 D_real: 0.004 D_fake: 0.113 +(epoch: 26, iters: 30500, time: 0.299, data: 0.017) G_GAN: 1.836 G_L1: 5.132 D_real: 0.000 D_fake: 0.571 +(epoch: 26, iters: 30600, time: 0.300, data: 0.018) G_GAN: 3.456 G_L1: 6.928 D_real: 0.022 D_fake: 0.149 +(epoch: 26, iters: 30700, time: 0.288, data: 0.018) G_GAN: 1.250 G_L1: 5.103 D_real: 0.005 D_fake: 0.500 +(epoch: 26, iters: 30800, time: 0.398, data: 0.020) G_GAN: 2.074 G_L1: 3.831 D_real: 0.001 D_fake: 0.295 +(epoch: 26, iters: 30900, time: 0.297, data: 0.018) G_GAN: 1.042 G_L1: 4.385 D_real: 0.009 D_fake: 0.520 +(epoch: 26, iters: 31000, time: 0.303, data: 0.017) G_GAN: 2.560 G_L1: 4.701 D_real: 0.000 D_fake: 0.222 +(epoch: 26, iters: 31100, time: 0.306, data: 0.018) G_GAN: 2.291 G_L1: 4.420 D_real: 0.003 D_fake: 0.200 +(epoch: 26, iters: 31200, time: 0.407, data: 0.019) G_GAN: 1.596 G_L1: 4.787 D_real: 0.003 D_fake: 0.546 +(epoch: 26, iters: 31300, time: 0.299, data: 0.017) G_GAN: 2.508 G_L1: 7.503 D_real: 0.020 D_fake: 0.104 +(epoch: 26, iters: 31400, time: 0.297, data: 0.020) G_GAN: 1.533 G_L1: 5.058 D_real: 0.001 D_fake: 0.602 +(epoch: 26, iters: 31500, time: 0.304, data: 0.020) G_GAN: 2.438 G_L1: 6.913 D_real: 0.000 D_fake: 0.813 +(epoch: 26, iters: 31600, time: 0.510, data: 0.018) G_GAN: 3.212 G_L1: 3.859 D_real: 0.000 D_fake: 0.120 +(epoch: 26, iters: 31700, time: 0.291, data: 0.019) G_GAN: 2.955 G_L1: 5.447 D_real: 0.017 D_fake: 0.742 +(epoch: 26, iters: 31800, time: 0.294, data: 0.017) G_GAN: 4.398 G_L1: 4.245 D_real: 0.059 D_fake: 0.035 +(epoch: 26, iters: 31900, time: 0.301, data: 0.016) G_GAN: 4.002 G_L1: 5.958 D_real: 0.039 D_fake: 0.273 +(epoch: 26, iters: 32000, time: 0.382, data: 0.018) G_GAN: 1.725 G_L1: 3.122 D_real: 0.009 D_fake: 0.437 +(epoch: 26, iters: 32100, time: 0.289, data: 0.018) G_GAN: 2.133 G_L1: 4.871 D_real: 0.036 D_fake: 0.493 +(epoch: 26, iters: 32200, time: 0.303, data: 0.020) G_GAN: 2.832 G_L1: 4.687 D_real: 0.006 D_fake: 0.565 +(epoch: 26, iters: 32300, time: 0.301, data: 0.017) G_GAN: 2.698 G_L1: 4.926 D_real: 0.006 D_fake: 0.294 +(epoch: 26, iters: 32400, time: 0.412, data: 0.017) G_GAN: 3.158 G_L1: 3.300 D_real: 0.932 D_fake: 0.033 +(epoch: 26, iters: 32500, time: 0.301, data: 0.022) G_GAN: 3.864 G_L1: 8.590 D_real: 0.032 D_fake: 0.119 +(epoch: 26, iters: 32600, time: 0.299, data: 0.018) G_GAN: 4.076 G_L1: 3.872 D_real: 0.063 D_fake: 0.043 +(epoch: 26, iters: 32700, time: 0.300, data: 0.023) G_GAN: 4.559 G_L1: 3.714 D_real: 0.009 D_fake: 0.034 +(epoch: 26, iters: 32800, time: 0.412, data: 0.020) G_GAN: 3.904 G_L1: 3.487 D_real: 0.036 D_fake: 0.059 +(epoch: 26, iters: 32900, time: 0.294, data: 0.018) G_GAN: 2.630 G_L1: 4.388 D_real: 0.535 D_fake: 0.175 +(epoch: 26, iters: 33000, time: 0.285, data: 0.018) G_GAN: 3.209 G_L1: 3.855 D_real: 0.012 D_fake: 0.235 +(epoch: 26, iters: 33100, time: 0.292, data: 0.015) G_GAN: 3.843 G_L1: 4.892 D_real: 0.000 D_fake: 0.034 +(epoch: 26, iters: 33200, time: 0.417, data: 0.016) G_GAN: 2.033 G_L1: 4.517 D_real: 0.001 D_fake: 0.360 +(epoch: 26, iters: 33300, time: 0.295, data: 0.021) G_GAN: 2.863 G_L1: 4.393 D_real: 0.001 D_fake: 0.146 +(epoch: 26, iters: 33400, time: 0.305, data: 0.018) G_GAN: 2.007 G_L1: 4.836 D_real: 0.071 D_fake: 0.268 +(epoch: 26, iters: 33500, time: 0.297, data: 0.020) G_GAN: 2.381 G_L1: 4.210 D_real: 0.001 D_fake: 0.313 +(epoch: 26, iters: 33600, time: 0.550, data: 0.017) G_GAN: 2.132 G_L1: 4.206 D_real: 0.000 D_fake: 0.246 +(epoch: 26, iters: 33700, time: 0.281, data: 0.018) G_GAN: 4.073 G_L1: 6.401 D_real: 0.001 D_fake: 0.202 +(epoch: 26, iters: 33800, time: 0.291, data: 0.015) G_GAN: 1.845 G_L1: 4.661 D_real: 0.001 D_fake: 0.661 +(epoch: 26, iters: 33900, time: 0.299, data: 0.016) G_GAN: 2.512 G_L1: 3.964 D_real: 0.001 D_fake: 0.328 +(epoch: 26, iters: 34000, time: 0.413, data: 0.019) G_GAN: 2.660 G_L1: 3.963 D_real: 0.000 D_fake: 0.235 +(epoch: 26, iters: 34100, time: 0.273, data: 0.018) G_GAN: 2.874 G_L1: 10.193 D_real: 0.026 D_fake: 0.085 +(epoch: 26, iters: 34200, time: 0.302, data: 0.015) G_GAN: 2.932 G_L1: 4.484 D_real: 0.000 D_fake: 0.163 +(epoch: 26, iters: 34300, time: 0.291, data: 0.017) G_GAN: 2.310 G_L1: 4.673 D_real: 0.000 D_fake: 0.283 +(epoch: 26, iters: 34400, time: 0.380, data: 0.020) G_GAN: 2.385 G_L1: 4.172 D_real: 0.000 D_fake: 0.656 +(epoch: 26, iters: 34500, time: 0.289, data: 0.020) G_GAN: 1.836 G_L1: 4.713 D_real: 0.001 D_fake: 0.526 +(epoch: 26, iters: 34600, time: 0.301, data: 0.017) G_GAN: 1.985 G_L1: 5.107 D_real: 0.000 D_fake: 0.254 +(epoch: 26, iters: 34700, time: 0.301, data: 0.021) G_GAN: 2.019 G_L1: 5.993 D_real: 0.002 D_fake: 0.753 +(epoch: 26, iters: 34800, time: 0.423, data: 0.018) G_GAN: 4.498 G_L1: 4.898 D_real: 0.001 D_fake: 0.024 +(epoch: 26, iters: 34900, time: 0.290, data: 0.019) G_GAN: 2.236 G_L1: 4.876 D_real: 0.001 D_fake: 0.198 +(epoch: 26, iters: 35000, time: 0.292, data: 0.017) G_GAN: 1.613 G_L1: 4.527 D_real: 0.000 D_fake: 0.445 +(epoch: 26, iters: 35100, time: 0.299, data: 0.020) G_GAN: 1.900 G_L1: 4.780 D_real: 0.002 D_fake: 0.130 +(epoch: 26, iters: 35200, time: 0.419, data: 0.019) G_GAN: 2.246 G_L1: 4.724 D_real: 0.002 D_fake: 0.325 +(epoch: 26, iters: 35300, time: 0.296, data: 0.019) G_GAN: 1.452 G_L1: 4.329 D_real: 0.000 D_fake: 0.637 +(epoch: 26, iters: 35400, time: 0.293, data: 0.017) G_GAN: 2.192 G_L1: 4.131 D_real: 0.000 D_fake: 0.476 +(epoch: 26, iters: 35500, time: 0.294, data: 0.018) G_GAN: 2.511 G_L1: 4.166 D_real: 0.000 D_fake: 0.361 +(epoch: 26, iters: 35600, time: 0.566, data: 0.018) G_GAN: 3.510 G_L1: 6.992 D_real: 0.014 D_fake: 1.782 +(epoch: 26, iters: 35700, time: 0.297, data: 0.019) G_GAN: 1.383 G_L1: 5.545 D_real: 0.001 D_fake: 0.368 +(epoch: 26, iters: 35800, time: 0.293, data: 0.019) G_GAN: 2.089 G_L1: 4.410 D_real: 0.481 D_fake: 0.430 +(epoch: 26, iters: 35900, time: 0.296, data: 0.018) G_GAN: 2.950 G_L1: 5.651 D_real: 0.000 D_fake: 0.299 +(epoch: 26, iters: 36000, time: 0.402, data: 0.016) G_GAN: 1.707 G_L1: 5.363 D_real: 0.002 D_fake: 0.646 +(epoch: 26, iters: 36100, time: 0.302, data: 0.016) G_GAN: 2.376 G_L1: 4.793 D_real: 0.007 D_fake: 0.240 +(epoch: 26, iters: 36200, time: 0.300, data: 0.019) G_GAN: 2.186 G_L1: 5.505 D_real: 0.000 D_fake: 0.352 +(epoch: 26, iters: 36300, time: 0.292, data: 0.019) G_GAN: 2.478 G_L1: 4.465 D_real: 0.000 D_fake: 0.156 +(epoch: 26, iters: 36400, time: 0.404, data: 0.017) G_GAN: 1.939 G_L1: 4.756 D_real: 0.004 D_fake: 0.422 +(epoch: 26, iters: 36500, time: 0.301, data: 0.019) G_GAN: 2.613 G_L1: 10.376 D_real: 0.001 D_fake: 0.143 +(epoch: 26, iters: 36600, time: 0.288, data: 0.018) G_GAN: 2.690 G_L1: 4.316 D_real: 0.000 D_fake: 0.628 +(epoch: 26, iters: 36700, time: 0.300, data: 0.019) G_GAN: 2.328 G_L1: 4.636 D_real: 0.005 D_fake: 0.124 +(epoch: 26, iters: 36800, time: 0.412, data: 0.019) G_GAN: 2.075 G_L1: 4.991 D_real: 0.001 D_fake: 0.310 +(epoch: 26, iters: 36900, time: 0.291, data: 0.018) G_GAN: 2.002 G_L1: 4.564 D_real: 0.001 D_fake: 0.716 +(epoch: 26, iters: 37000, time: 0.287, data: 0.017) G_GAN: 2.061 G_L1: 4.732 D_real: 0.028 D_fake: 0.554 +(epoch: 26, iters: 37100, time: 0.297, data: 0.018) G_GAN: 3.033 G_L1: 6.818 D_real: 0.249 D_fake: 0.266 +(epoch: 26, iters: 37200, time: 0.414, data: 0.018) G_GAN: 1.632 G_L1: 4.594 D_real: 0.001 D_fake: 0.441 +(epoch: 26, iters: 37300, time: 0.293, data: 0.019) G_GAN: 3.481 G_L1: 4.109 D_real: 0.010 D_fake: 0.332 +(epoch: 26, iters: 37400, time: 0.301, data: 0.016) G_GAN: 2.274 G_L1: 4.199 D_real: 0.247 D_fake: 0.253 +(epoch: 26, iters: 37500, time: 0.299, data: 0.017) G_GAN: 2.398 G_L1: 3.639 D_real: 0.219 D_fake: 0.222 +(epoch: 26, iters: 37600, time: 0.564, data: 0.018) G_GAN: 2.484 G_L1: 3.927 D_real: 0.210 D_fake: 0.345 +(epoch: 26, iters: 37700, time: 0.288, data: 0.018) G_GAN: 2.596 G_L1: 3.708 D_real: 0.035 D_fake: 0.292 +(epoch: 26, iters: 37800, time: 0.288, data: 0.017) G_GAN: 3.109 G_L1: 4.730 D_real: 0.052 D_fake: 0.150 +(epoch: 26, iters: 37900, time: 0.299, data: 0.018) G_GAN: 1.642 G_L1: 4.650 D_real: 0.021 D_fake: 0.550 +(epoch: 26, iters: 38000, time: 0.426, data: 0.019) G_GAN: 2.372 G_L1: 4.900 D_real: 0.017 D_fake: 0.198 +(epoch: 26, iters: 38100, time: 0.302, data: 0.019) G_GAN: 2.355 G_L1: 4.179 D_real: 0.001 D_fake: 0.235 +(epoch: 26, iters: 38200, time: 0.292, data: 0.019) G_GAN: 2.783 G_L1: 6.278 D_real: 0.003 D_fake: 0.136 +(epoch: 26, iters: 38300, time: 0.288, data: 0.018) G_GAN: 1.934 G_L1: 2.924 D_real: 0.001 D_fake: 0.366 +(epoch: 26, iters: 38400, time: 0.422, data: 0.016) G_GAN: 2.612 G_L1: 3.752 D_real: 0.296 D_fake: 0.481 +(epoch: 26, iters: 38500, time: 0.298, data: 0.018) G_GAN: 3.217 G_L1: 5.877 D_real: 0.009 D_fake: 0.269 +(epoch: 26, iters: 38600, time: 0.296, data: 0.018) G_GAN: 2.614 G_L1: 3.855 D_real: 0.000 D_fake: 0.352 +(epoch: 26, iters: 38700, time: 0.302, data: 0.018) G_GAN: 1.912 G_L1: 4.940 D_real: 0.000 D_fake: 0.501 +(epoch: 26, iters: 38800, time: 0.430, data: 0.018) G_GAN: 2.563 G_L1: 5.608 D_real: 0.079 D_fake: 0.299 +(epoch: 26, iters: 38900, time: 0.298, data: 0.020) G_GAN: 1.486 G_L1: 3.347 D_real: 0.001 D_fake: 1.609 +(epoch: 26, iters: 39000, time: 0.303, data: 0.018) G_GAN: 2.494 G_L1: 4.569 D_real: 0.000 D_fake: 0.366 +(epoch: 26, iters: 39100, time: 0.281, data: 0.017) G_GAN: 3.439 G_L1: 7.067 D_real: 0.006 D_fake: 0.615 +(epoch: 26, iters: 39200, time: 0.419, data: 0.016) G_GAN: 1.581 G_L1: 6.530 D_real: 0.122 D_fake: 0.233 +(epoch: 26, iters: 39300, time: 0.285, data: 0.018) G_GAN: 1.327 G_L1: 5.074 D_real: 0.000 D_fake: 0.331 +(epoch: 26, iters: 39400, time: 0.296, data: 0.018) G_GAN: 2.700 G_L1: 3.910 D_real: 0.016 D_fake: 0.770 +(epoch: 26, iters: 39500, time: 0.298, data: 0.017) G_GAN: 4.037 G_L1: 5.908 D_real: 0.012 D_fake: 0.668 +(epoch: 26, iters: 39600, time: 0.547, data: 0.017) G_GAN: 3.228 G_L1: 3.640 D_real: 0.057 D_fake: 0.196 +(epoch: 26, iters: 39700, time: 0.291, data: 0.020) G_GAN: 3.418 G_L1: 5.206 D_real: 0.113 D_fake: 0.188 +(epoch: 26, iters: 39800, time: 0.293, data: 0.016) G_GAN: 4.827 G_L1: 5.467 D_real: 0.040 D_fake: 0.057 +(epoch: 26, iters: 39900, time: 0.296, data: 0.017) G_GAN: 2.910 G_L1: 3.803 D_real: 0.011 D_fake: 0.178 +(epoch: 26, iters: 40000, time: 0.394, data: 0.016) G_GAN: 3.247 G_L1: 3.124 D_real: 0.158 D_fake: 0.367 +(epoch: 26, iters: 40100, time: 0.300, data: 0.017) G_GAN: 3.549 G_L1: 4.040 D_real: 0.024 D_fake: 0.105 +(epoch: 26, iters: 40200, time: 0.300, data: 0.017) G_GAN: 3.585 G_L1: 3.391 D_real: 0.058 D_fake: 0.177 +(epoch: 26, iters: 40300, time: 0.284, data: 0.018) G_GAN: 5.091 G_L1: 11.037 D_real: 0.078 D_fake: 0.058 +(epoch: 26, iters: 40400, time: 0.414, data: 0.014) G_GAN: 2.265 G_L1: 4.181 D_real: 0.008 D_fake: 0.497 +(epoch: 26, iters: 40500, time: 0.291, data: 0.018) G_GAN: 3.321 G_L1: 5.833 D_real: 0.044 D_fake: 0.638 +(epoch: 26, iters: 40600, time: 0.270, data: 0.018) G_GAN: 4.038 G_L1: 2.822 D_real: 0.044 D_fake: 0.079 +(epoch: 26, iters: 40700, time: 0.278, data: 0.013) G_GAN: 3.358 G_L1: 4.494 D_real: 0.338 D_fake: 0.054 +(epoch: 26, iters: 40800, time: 0.377, data: 0.015) G_GAN: 4.068 G_L1: 4.732 D_real: 0.086 D_fake: 0.098 +(epoch: 26, iters: 40900, time: 0.268, data: 0.014) G_GAN: 3.845 G_L1: 4.057 D_real: 0.003 D_fake: 0.510 +(epoch: 26, iters: 41000, time: 0.279, data: 0.016) G_GAN: 3.509 G_L1: 3.569 D_real: 0.139 D_fake: 0.088 +(epoch: 26, iters: 41100, time: 0.289, data: 0.015) G_GAN: 3.805 G_L1: 4.042 D_real: 0.015 D_fake: 0.072 +(epoch: 26, iters: 41200, time: 0.399, data: 0.019) G_GAN: 2.701 G_L1: 3.610 D_real: 0.117 D_fake: 0.154 +(epoch: 26, iters: 41300, time: 0.268, data: 0.016) G_GAN: 3.811 G_L1: 5.552 D_real: 0.038 D_fake: 0.328 +(epoch: 26, iters: 41400, time: 0.294, data: 0.014) G_GAN: 3.887 G_L1: 4.540 D_real: 0.021 D_fake: 0.035 +(epoch: 26, iters: 41500, time: 0.287, data: 0.017) G_GAN: 2.546 G_L1: 5.100 D_real: 0.032 D_fake: 0.196 +(epoch: 26, iters: 41600, time: 0.519, data: 0.017) G_GAN: 2.872 G_L1: 5.948 D_real: 0.001 D_fake: 0.084 +(epoch: 26, iters: 41700, time: 0.289, data: 0.016) G_GAN: 2.554 G_L1: 5.338 D_real: 0.002 D_fake: 0.288 +(epoch: 26, iters: 41800, time: 0.289, data: 0.015) G_GAN: 4.063 G_L1: 6.799 D_real: 0.000 D_fake: 0.248 +(epoch: 26, iters: 41900, time: 0.272, data: 0.021) G_GAN: 2.549 G_L1: 7.619 D_real: 0.000 D_fake: 0.326 +(epoch: 26, iters: 42000, time: 0.406, data: 0.015) G_GAN: 1.891 G_L1: 3.278 D_real: 0.010 D_fake: 0.070 +(epoch: 26, iters: 42100, time: 0.282, data: 0.016) G_GAN: 2.720 G_L1: 3.808 D_real: 0.001 D_fake: 0.184 +(epoch: 26, iters: 42200, time: 0.285, data: 0.016) G_GAN: 2.405 G_L1: 3.599 D_real: 0.003 D_fake: 0.721 +(epoch: 26, iters: 42300, time: 0.294, data: 0.019) G_GAN: 3.711 G_L1: 6.951 D_real: 0.000 D_fake: 0.453 +(epoch: 26, iters: 42400, time: 0.411, data: 0.016) G_GAN: 2.584 G_L1: 5.719 D_real: 0.000 D_fake: 0.471 +(epoch: 26, iters: 42500, time: 0.284, data: 0.017) G_GAN: 1.363 G_L1: 4.918 D_real: 0.000 D_fake: 0.679 +(epoch: 26, iters: 42600, time: 0.303, data: 0.015) G_GAN: 2.733 G_L1: 6.927 D_real: 0.000 D_fake: 0.169 +(epoch: 26, iters: 42700, time: 0.289, data: 0.016) G_GAN: 2.461 G_L1: 4.263 D_real: 0.001 D_fake: 0.114 +(epoch: 26, iters: 42800, time: 0.396, data: 0.017) G_GAN: 3.701 G_L1: 5.593 D_real: 0.002 D_fake: 0.302 +(epoch: 26, iters: 42900, time: 0.293, data: 0.023) G_GAN: 2.482 G_L1: 4.205 D_real: 0.006 D_fake: 0.208 +(epoch: 26, iters: 43000, time: 0.291, data: 0.018) G_GAN: 2.275 G_L1: 12.374 D_real: 0.010 D_fake: 0.298 +(epoch: 26, iters: 43100, time: 0.277, data: 0.017) G_GAN: 2.403 G_L1: 2.804 D_real: 0.000 D_fake: 0.284 +(epoch: 26, iters: 43200, time: 0.384, data: 0.017) G_GAN: 2.722 G_L1: 5.145 D_real: 0.000 D_fake: 0.315 +(epoch: 26, iters: 43300, time: 0.278, data: 0.020) G_GAN: 2.103 G_L1: 3.462 D_real: 0.002 D_fake: 0.363 +(epoch: 26, iters: 43400, time: 0.290, data: 0.014) G_GAN: 0.874 G_L1: 2.718 D_real: 0.003 D_fake: 0.322 +(epoch: 26, iters: 43500, time: 0.284, data: 0.017) G_GAN: 1.170 G_L1: 3.371 D_real: 0.001 D_fake: 0.491 +(epoch: 26, iters: 43600, time: 0.539, data: 0.015) G_GAN: 2.765 G_L1: 5.567 D_real: 0.001 D_fake: 0.115 +(epoch: 26, iters: 43700, time: 0.297, data: 0.018) G_GAN: 1.710 G_L1: 3.673 D_real: 0.002 D_fake: 0.318 +(epoch: 26, iters: 43800, time: 0.296, data: 0.017) G_GAN: 3.333 G_L1: 3.815 D_real: 0.055 D_fake: 0.480 +(epoch: 26, iters: 43900, time: 0.292, data: 0.018) G_GAN: 2.598 G_L1: 2.899 D_real: 0.015 D_fake: 0.535 +(epoch: 26, iters: 44000, time: 0.414, data: 0.016) G_GAN: 4.398 G_L1: 5.064 D_real: 0.000 D_fake: 0.121 +(epoch: 26, iters: 44100, time: 0.294, data: 0.017) G_GAN: 2.147 G_L1: 4.087 D_real: 0.540 D_fake: 0.126 +(epoch: 26, iters: 44200, time: 0.285, data: 0.017) G_GAN: 3.274 G_L1: 4.899 D_real: 0.082 D_fake: 0.118 +(epoch: 26, iters: 44300, time: 0.295, data: 0.018) G_GAN: 5.255 G_L1: 7.484 D_real: 0.039 D_fake: 0.161 +(epoch: 26, iters: 44400, time: 0.379, data: 0.018) G_GAN: 2.032 G_L1: 8.344 D_real: 0.007 D_fake: 0.355 +(epoch: 26, iters: 44500, time: 0.281, data: 0.015) G_GAN: 2.006 G_L1: 3.352 D_real: 0.001 D_fake: 0.193 +(epoch: 26, iters: 44600, time: 0.278, data: 0.015) G_GAN: 2.344 G_L1: 4.596 D_real: 0.105 D_fake: 0.210 +(epoch: 26, iters: 44700, time: 0.300, data: 0.019) G_GAN: 3.622 G_L1: 4.783 D_real: 0.040 D_fake: 0.076 +(epoch: 26, iters: 44800, time: 0.417, data: 0.018) G_GAN: 3.468 G_L1: 3.192 D_real: 0.002 D_fake: 0.241 +(epoch: 26, iters: 44900, time: 0.290, data: 0.020) G_GAN: 3.901 G_L1: 3.048 D_real: 0.224 D_fake: 0.071 +(epoch: 26, iters: 45000, time: 0.296, data: 0.018) G_GAN: 4.800 G_L1: 4.362 D_real: 0.129 D_fake: 0.038 +(epoch: 26, iters: 45100, time: 0.297, data: 0.017) G_GAN: 4.859 G_L1: 4.774 D_real: 0.036 D_fake: 0.070 +(epoch: 26, iters: 45200, time: 0.411, data: 0.019) G_GAN: 3.293 G_L1: 5.032 D_real: 0.019 D_fake: 0.168 +(epoch: 26, iters: 45300, time: 0.299, data: 0.019) G_GAN: 3.723 G_L1: 7.065 D_real: 0.013 D_fake: 0.050 +(epoch: 26, iters: 45400, time: 0.293, data: 0.017) G_GAN: 3.908 G_L1: 4.242 D_real: 0.014 D_fake: 0.292 +(epoch: 26, iters: 45500, time: 0.303, data: 0.016) G_GAN: 3.964 G_L1: 4.608 D_real: 0.021 D_fake: 0.071 +(epoch: 26, iters: 45600, time: 0.536, data: 0.022) G_GAN: 4.442 G_L1: 3.274 D_real: 0.215 D_fake: 0.031 +(epoch: 26, iters: 45700, time: 0.293, data: 0.018) G_GAN: 3.357 G_L1: 3.355 D_real: 0.066 D_fake: 0.523 +(epoch: 26, iters: 45800, time: 0.297, data: 0.018) G_GAN: 5.903 G_L1: 7.037 D_real: 0.318 D_fake: 0.187 +(epoch: 26, iters: 45900, time: 0.310, data: 0.022) G_GAN: 3.903 G_L1: 4.866 D_real: 0.033 D_fake: 0.358 +(epoch: 26, iters: 46000, time: 0.410, data: 0.020) G_GAN: 2.013 G_L1: 3.828 D_real: 0.351 D_fake: 0.653 +(epoch: 26, iters: 46100, time: 0.295, data: 0.018) G_GAN: 2.847 G_L1: 3.640 D_real: 0.343 D_fake: 0.084 +(epoch: 26, iters: 46200, time: 0.298, data: 0.021) G_GAN: 3.921 G_L1: 3.843 D_real: 0.286 D_fake: 0.058 +(epoch: 26, iters: 46300, time: 0.294, data: 0.016) G_GAN: 4.000 G_L1: 2.940 D_real: 0.145 D_fake: 0.172 +(epoch: 26, iters: 46400, time: 0.426, data: 0.015) G_GAN: 5.297 G_L1: 4.862 D_real: 0.020 D_fake: 0.176 +(epoch: 26, iters: 46500, time: 0.282, data: 0.018) G_GAN: 3.461 G_L1: 4.359 D_real: 0.027 D_fake: 0.460 +(epoch: 26, iters: 46600, time: 0.300, data: 0.017) G_GAN: 3.181 G_L1: 4.846 D_real: 0.168 D_fake: 0.175 +(epoch: 26, iters: 46700, time: 0.301, data: 0.018) G_GAN: 4.054 G_L1: 5.589 D_real: 0.052 D_fake: 0.080 +(epoch: 26, iters: 46800, time: 0.419, data: 0.018) G_GAN: 3.060 G_L1: 9.899 D_real: 0.001 D_fake: 0.098 +(epoch: 26, iters: 46900, time: 0.298, data: 0.018) G_GAN: 2.405 G_L1: 4.613 D_real: 0.006 D_fake: 0.151 +(epoch: 26, iters: 47000, time: 0.299, data: 0.019) G_GAN: 1.549 G_L1: 3.550 D_real: 0.007 D_fake: 0.180 +(epoch: 26, iters: 47100, time: 0.298, data: 0.017) G_GAN: 3.261 G_L1: 5.789 D_real: 0.000 D_fake: 0.479 +(epoch: 26, iters: 47200, time: 0.411, data: 0.018) G_GAN: 2.082 G_L1: 5.535 D_real: 0.006 D_fake: 0.407 +(epoch: 26, iters: 47300, time: 0.299, data: 0.021) G_GAN: 3.473 G_L1: 6.329 D_real: 0.000 D_fake: 0.126 +(epoch: 26, iters: 47400, time: 0.290, data: 0.018) G_GAN: 1.720 G_L1: 3.530 D_real: 0.002 D_fake: 0.183 +(epoch: 26, iters: 47500, time: 0.298, data: 0.017) G_GAN: 3.159 G_L1: 9.743 D_real: 0.000 D_fake: 0.169 +(epoch: 26, iters: 47600, time: 0.560, data: 0.017) G_GAN: 3.264 G_L1: 5.426 D_real: 0.000 D_fake: 0.200 +(epoch: 26, iters: 47700, time: 0.297, data: 0.018) G_GAN: 2.467 G_L1: 4.600 D_real: 0.016 D_fake: 0.388 +(epoch: 26, iters: 47800, time: 0.301, data: 0.018) G_GAN: 2.066 G_L1: 3.467 D_real: 0.005 D_fake: 0.459 +(epoch: 26, iters: 47900, time: 0.299, data: 0.017) G_GAN: 2.498 G_L1: 5.087 D_real: 0.000 D_fake: 0.113 +(epoch: 26, iters: 48000, time: 0.419, data: 0.016) G_GAN: 2.192 G_L1: 3.810 D_real: 0.001 D_fake: 0.224 +(epoch: 26, iters: 48100, time: 0.295, data: 0.020) G_GAN: 3.609 G_L1: 9.363 D_real: 0.002 D_fake: 0.514 +(epoch: 26, iters: 48200, time: 0.302, data: 0.017) G_GAN: 2.057 G_L1: 3.785 D_real: 0.000 D_fake: 0.172 +(epoch: 26, iters: 48300, time: 0.294, data: 0.018) G_GAN: 2.588 G_L1: 5.410 D_real: 0.000 D_fake: 1.665 +(epoch: 26, iters: 48400, time: 0.403, data: 0.018) G_GAN: 2.096 G_L1: 4.206 D_real: 0.000 D_fake: 0.400 +(epoch: 26, iters: 48500, time: 0.304, data: 0.019) G_GAN: 2.527 G_L1: 5.020 D_real: 0.000 D_fake: 0.127 +(epoch: 26, iters: 48600, time: 0.281, data: 0.018) G_GAN: 2.063 G_L1: 5.860 D_real: 0.004 D_fake: 0.286 +(epoch: 26, iters: 48700, time: 0.294, data: 0.017) G_GAN: 2.035 G_L1: 4.428 D_real: 0.000 D_fake: 0.324 +(epoch: 26, iters: 48800, time: 0.423, data: 0.017) G_GAN: 1.266 G_L1: 4.049 D_real: 0.002 D_fake: 0.214 +(epoch: 26, iters: 48900, time: 0.299, data: 0.018) G_GAN: 2.284 G_L1: 4.413 D_real: 0.000 D_fake: 0.707 +(epoch: 26, iters: 49000, time: 0.296, data: 0.018) G_GAN: 1.677 G_L1: 6.330 D_real: 0.000 D_fake: 0.358 +(epoch: 26, iters: 49100, time: 0.296, data: 0.018) G_GAN: 1.717 G_L1: 6.319 D_real: 0.000 D_fake: 0.445 +(epoch: 26, iters: 49200, time: 0.418, data: 0.016) G_GAN: 2.140 G_L1: 5.947 D_real: 0.000 D_fake: 0.510 +(epoch: 26, iters: 49300, time: 0.299, data: 0.019) G_GAN: 2.083 G_L1: 4.785 D_real: 0.000 D_fake: 0.451 +(epoch: 26, iters: 49400, time: 0.285, data: 0.017) G_GAN: 1.442 G_L1: 4.407 D_real: 0.000 D_fake: 0.565 +(epoch: 26, iters: 49500, time: 0.298, data: 0.016) G_GAN: 1.679 G_L1: 5.199 D_real: 0.002 D_fake: 0.417 +(epoch: 26, iters: 49600, time: 0.509, data: 0.017) G_GAN: 1.311 G_L1: 4.447 D_real: 0.000 D_fake: 0.396 +(epoch: 26, iters: 49700, time: 0.291, data: 0.018) G_GAN: 3.435 G_L1: 4.744 D_real: 0.007 D_fake: 0.327 +(epoch: 26, iters: 49800, time: 0.295, data: 0.018) G_GAN: 1.792 G_L1: 3.625 D_real: 0.006 D_fake: 0.494 +(epoch: 26, iters: 49900, time: 0.300, data: 0.017) G_GAN: 1.912 G_L1: 5.458 D_real: 0.000 D_fake: 0.388 +(epoch: 26, iters: 50000, time: 0.382, data: 0.017) G_GAN: 1.300 G_L1: 4.966 D_real: 0.000 D_fake: 0.474 +(epoch: 26, iters: 50100, time: 0.291, data: 0.018) G_GAN: 2.526 G_L1: 4.311 D_real: 0.246 D_fake: 0.975 +(epoch: 26, iters: 50200, time: 0.297, data: 0.016) G_GAN: 1.675 G_L1: 4.576 D_real: 0.000 D_fake: 0.350 +(epoch: 26, iters: 50300, time: 0.298, data: 0.017) G_GAN: 1.821 G_L1: 7.164 D_real: 1.730 D_fake: 0.180 +(epoch: 26, iters: 50400, time: 0.381, data: 0.016) G_GAN: 1.285 G_L1: 5.435 D_real: 0.080 D_fake: 0.552 +(epoch: 26, iters: 50500, time: 0.288, data: 0.018) G_GAN: 1.945 G_L1: 4.807 D_real: 0.103 D_fake: 0.389 +(epoch: 26, iters: 50600, time: 0.300, data: 0.017) G_GAN: 2.298 G_L1: 4.832 D_real: 0.012 D_fake: 0.755 +(epoch: 26, iters: 50700, time: 0.301, data: 0.020) G_GAN: 1.429 G_L1: 6.923 D_real: 0.325 D_fake: 0.384 +(epoch: 26, iters: 50800, time: 0.411, data: 0.019) G_GAN: 2.270 G_L1: 4.005 D_real: 0.007 D_fake: 0.353 +(epoch: 26, iters: 50900, time: 0.304, data: 0.017) G_GAN: 1.369 G_L1: 4.002 D_real: 0.158 D_fake: 0.355 +(epoch: 26, iters: 51000, time: 0.294, data: 0.017) G_GAN: 2.404 G_L1: 3.936 D_real: 0.035 D_fake: 0.395 +(epoch: 26, iters: 51100, time: 0.304, data: 0.017) G_GAN: 2.007 G_L1: 4.946 D_real: 0.000 D_fake: 0.341 +(epoch: 26, iters: 51200, time: 0.413, data: 0.017) G_GAN: 2.284 G_L1: 3.800 D_real: 0.086 D_fake: 0.182 +(epoch: 26, iters: 51300, time: 0.281, data: 0.018) G_GAN: 1.142 G_L1: 4.572 D_real: 0.000 D_fake: 0.578 +(epoch: 26, iters: 51400, time: 0.285, data: 0.017) G_GAN: 1.826 G_L1: 5.252 D_real: 0.000 D_fake: 0.661 +(epoch: 26, iters: 51500, time: 0.289, data: 0.015) G_GAN: 2.993 G_L1: 4.679 D_real: 0.002 D_fake: 0.194 +(epoch: 26, iters: 51600, time: 0.560, data: 0.019) G_GAN: 2.056 G_L1: 4.831 D_real: 0.006 D_fake: 0.509 +(epoch: 26, iters: 51700, time: 0.295, data: 0.018) G_GAN: 3.170 G_L1: 5.935 D_real: 0.019 D_fake: 0.334 +(epoch: 26, iters: 51800, time: 0.295, data: 0.016) G_GAN: 2.305 G_L1: 4.831 D_real: 0.003 D_fake: 0.809 +(epoch: 26, iters: 51900, time: 0.298, data: 0.017) G_GAN: 3.044 G_L1: 3.871 D_real: 0.137 D_fake: 0.131 +(epoch: 26, iters: 52000, time: 0.424, data: 0.018) G_GAN: 2.248 G_L1: 4.492 D_real: 0.065 D_fake: 0.578 +(epoch: 26, iters: 52100, time: 0.295, data: 0.019) G_GAN: 2.598 G_L1: 3.841 D_real: 0.368 D_fake: 0.151 +(epoch: 26, iters: 52200, time: 0.304, data: 0.017) G_GAN: 2.879 G_L1: 4.192 D_real: 0.147 D_fake: 0.245 +(epoch: 26, iters: 52300, time: 0.295, data: 0.018) G_GAN: 2.730 G_L1: 3.087 D_real: 0.053 D_fake: 0.371 +(epoch: 26, iters: 52400, time: 0.419, data: 0.017) G_GAN: 3.092 G_L1: 4.461 D_real: 0.030 D_fake: 0.105 +(epoch: 26, iters: 52500, time: 0.287, data: 0.018) G_GAN: 4.468 G_L1: 4.785 D_real: 0.017 D_fake: 1.454 +(epoch: 26, iters: 52600, time: 0.296, data: 0.016) G_GAN: 4.493 G_L1: 8.124 D_real: 0.055 D_fake: 0.025 +(epoch: 26, iters: 52700, time: 0.301, data: 0.020) G_GAN: 3.047 G_L1: 3.405 D_real: 0.029 D_fake: 0.187 +(epoch: 26, iters: 52800, time: 0.420, data: 0.020) G_GAN: 4.612 G_L1: 3.756 D_real: 0.035 D_fake: 0.125 +(epoch: 26, iters: 52900, time: 0.301, data: 0.019) G_GAN: 2.741 G_L1: 3.959 D_real: 0.041 D_fake: 0.231 +(epoch: 26, iters: 53000, time: 0.303, data: 0.017) G_GAN: 4.511 G_L1: 3.126 D_real: 0.548 D_fake: 0.023 +(epoch: 26, iters: 53100, time: 0.297, data: 0.018) G_GAN: 2.486 G_L1: 3.801 D_real: 0.199 D_fake: 0.380 +(epoch: 26, iters: 53200, time: 0.423, data: 0.017) G_GAN: 2.444 G_L1: 3.905 D_real: 0.035 D_fake: 0.276 +(epoch: 26, iters: 53300, time: 0.298, data: 0.019) G_GAN: 1.453 G_L1: 4.751 D_real: 0.221 D_fake: 0.272 +(epoch: 26, iters: 53400, time: 0.290, data: 0.016) G_GAN: 2.382 G_L1: 4.948 D_real: 0.205 D_fake: 0.301 +(epoch: 26, iters: 53500, time: 0.299, data: 0.017) G_GAN: 2.124 G_L1: 8.053 D_real: 0.115 D_fake: 0.316 +(epoch: 26, iters: 53600, time: 0.559, data: 0.020) G_GAN: 5.451 G_L1: 4.465 D_real: 0.069 D_fake: 0.030 +(epoch: 26, iters: 53700, time: 0.306, data: 0.019) G_GAN: 3.105 G_L1: 14.470 D_real: 0.023 D_fake: 0.156 +(epoch: 26, iters: 53800, time: 0.291, data: 0.017) G_GAN: 3.627 G_L1: 4.517 D_real: 0.000 D_fake: 0.109 +(epoch: 26, iters: 53900, time: 0.298, data: 0.020) G_GAN: 2.570 G_L1: 3.714 D_real: 0.002 D_fake: 0.404 +(epoch: 26, iters: 54000, time: 0.420, data: 0.017) G_GAN: 3.703 G_L1: 6.208 D_real: 0.001 D_fake: 0.534 +(epoch: 26, iters: 54100, time: 0.299, data: 0.019) G_GAN: 2.397 G_L1: 4.045 D_real: 0.002 D_fake: 0.184 +(epoch: 26, iters: 54200, time: 0.293, data: 0.018) G_GAN: 3.099 G_L1: 4.385 D_real: 0.066 D_fake: 0.126 +(epoch: 26, iters: 54300, time: 0.300, data: 0.017) G_GAN: 4.338 G_L1: 5.631 D_real: 0.055 D_fake: 0.048 +(epoch: 26, iters: 54400, time: 0.409, data: 0.018) G_GAN: 3.489 G_L1: 4.935 D_real: 0.065 D_fake: 0.342 +(epoch: 26, iters: 54500, time: 0.298, data: 0.017) G_GAN: 4.437 G_L1: 5.145 D_real: 0.042 D_fake: 0.083 +(epoch: 26, iters: 54600, time: 0.289, data: 0.022) G_GAN: 3.649 G_L1: 3.341 D_real: 0.205 D_fake: 0.199 +(epoch: 26, iters: 54700, time: 0.302, data: 0.019) G_GAN: 4.347 G_L1: 3.820 D_real: 0.188 D_fake: 0.119 +(epoch: 26, iters: 54800, time: 0.413, data: 0.018) G_GAN: 3.696 G_L1: 3.887 D_real: 0.024 D_fake: 0.147 +(epoch: 26, iters: 54900, time: 0.292, data: 0.021) G_GAN: 4.053 G_L1: 4.317 D_real: 0.042 D_fake: 0.064 +(epoch: 26, iters: 55000, time: 0.292, data: 0.016) G_GAN: 3.610 G_L1: 3.961 D_real: 0.011 D_fake: 0.047 +(epoch: 26, iters: 55100, time: 0.288, data: 0.019) G_GAN: 3.608 G_L1: 5.502 D_real: 0.450 D_fake: 0.065 +(epoch: 26, iters: 55200, time: 0.404, data: 0.016) G_GAN: 4.341 G_L1: 4.284 D_real: 0.216 D_fake: 0.183 +(epoch: 26, iters: 55300, time: 0.294, data: 0.015) G_GAN: 4.787 G_L1: 7.300 D_real: 0.179 D_fake: 0.032 +(epoch: 26, iters: 55400, time: 0.285, data: 0.017) G_GAN: 3.623 G_L1: 3.057 D_real: 0.003 D_fake: 0.088 +(epoch: 26, iters: 55500, time: 0.293, data: 0.015) G_GAN: 4.903 G_L1: 4.484 D_real: 0.140 D_fake: 0.031 +(epoch: 26, iters: 55600, time: 0.551, data: 0.017) G_GAN: 3.649 G_L1: 4.521 D_real: 0.030 D_fake: 0.145 +(epoch: 26, iters: 55700, time: 0.291, data: 0.018) G_GAN: 3.647 G_L1: 6.686 D_real: 0.247 D_fake: 0.042 +(epoch: 26, iters: 55800, time: 0.298, data: 0.017) G_GAN: 4.434 G_L1: 4.021 D_real: 0.042 D_fake: 0.053 +(epoch: 26, iters: 55900, time: 0.292, data: 0.020) G_GAN: 5.109 G_L1: 4.748 D_real: 0.018 D_fake: 0.045 +(epoch: 26, iters: 56000, time: 0.417, data: 0.017) G_GAN: 4.862 G_L1: 5.016 D_real: 0.024 D_fake: 0.071 +(epoch: 26, iters: 56100, time: 0.297, data: 0.019) G_GAN: 2.889 G_L1: 5.725 D_real: 0.056 D_fake: 0.295 +(epoch: 26, iters: 56200, time: 0.289, data: 0.018) G_GAN: 1.692 G_L1: 3.861 D_real: 0.002 D_fake: 0.329 +(epoch: 26, iters: 56300, time: 0.293, data: 0.017) G_GAN: 3.453 G_L1: 5.160 D_real: 0.009 D_fake: 0.084 +(epoch: 26, iters: 56400, time: 0.413, data: 0.018) G_GAN: 2.736 G_L1: 4.077 D_real: 0.012 D_fake: 0.265 +(epoch: 26, iters: 56500, time: 0.302, data: 0.019) G_GAN: 2.187 G_L1: 5.137 D_real: 0.000 D_fake: 0.222 +(epoch: 26, iters: 56600, time: 0.295, data: 0.019) G_GAN: 3.859 G_L1: 6.309 D_real: 0.005 D_fake: 0.973 +(epoch: 26, iters: 56700, time: 0.300, data: 0.018) G_GAN: 2.585 G_L1: 5.478 D_real: 0.000 D_fake: 0.402 +(epoch: 26, iters: 56800, time: 0.412, data: 0.018) G_GAN: 2.536 G_L1: 4.336 D_real: 0.000 D_fake: 0.473 +(epoch: 26, iters: 56900, time: 0.302, data: 0.022) G_GAN: 3.286 G_L1: 6.135 D_real: 0.006 D_fake: 0.121 +(epoch: 26, iters: 57000, time: 0.297, data: 0.020) G_GAN: 2.883 G_L1: 6.121 D_real: 0.000 D_fake: 0.369 +(epoch: 26, iters: 57100, time: 0.302, data: 0.019) G_GAN: 2.836 G_L1: 4.609 D_real: 0.000 D_fake: 0.284 +(epoch: 26, iters: 57200, time: 0.425, data: 0.019) G_GAN: 1.928 G_L1: 4.849 D_real: 0.000 D_fake: 0.382 +(epoch: 26, iters: 57300, time: 0.297, data: 0.020) G_GAN: 2.142 G_L1: 5.028 D_real: 0.001 D_fake: 0.205 +(epoch: 26, iters: 57400, time: 0.293, data: 0.017) G_GAN: 2.856 G_L1: 6.131 D_real: 0.002 D_fake: 0.543 +(epoch: 26, iters: 57500, time: 0.291, data: 0.017) G_GAN: 1.127 G_L1: 4.814 D_real: 0.000 D_fake: 0.210 +(epoch: 26, iters: 57600, time: 0.559, data: 0.020) G_GAN: 3.726 G_L1: 3.344 D_real: 0.556 D_fake: 0.104 +(epoch: 26, iters: 57700, time: 0.297, data: 0.018) G_GAN: 2.212 G_L1: 3.948 D_real: 0.305 D_fake: 0.210 +(epoch: 26, iters: 57800, time: 0.302, data: 0.018) G_GAN: 4.112 G_L1: 4.001 D_real: 0.245 D_fake: 0.051 +(epoch: 26, iters: 57900, time: 0.297, data: 0.019) G_GAN: 5.151 G_L1: 6.639 D_real: 0.129 D_fake: 0.050 +(epoch: 26, iters: 58000, time: 0.402, data: 0.019) G_GAN: 4.006 G_L1: 4.829 D_real: 0.003 D_fake: 0.111 +(epoch: 26, iters: 58100, time: 0.294, data: 0.020) G_GAN: 4.253 G_L1: 3.312 D_real: 0.024 D_fake: 0.066 +(epoch: 26, iters: 58200, time: 0.293, data: 0.018) G_GAN: 4.945 G_L1: 7.316 D_real: 0.062 D_fake: 0.018 +(epoch: 26, iters: 58300, time: 0.298, data: 0.017) G_GAN: 5.352 G_L1: 7.739 D_real: 0.128 D_fake: 0.165 +(epoch: 26, iters: 58400, time: 0.405, data: 0.018) G_GAN: 2.484 G_L1: 6.005 D_real: 0.015 D_fake: 0.197 +(epoch: 26, iters: 58500, time: 0.297, data: 0.018) G_GAN: 3.670 G_L1: 5.205 D_real: 0.000 D_fake: 0.228 +(epoch: 26, iters: 58600, time: 0.293, data: 0.020) G_GAN: 2.340 G_L1: 5.184 D_real: 0.002 D_fake: 0.254 +(epoch: 26, iters: 58700, time: 0.292, data: 0.016) G_GAN: 2.848 G_L1: 7.177 D_real: 0.003 D_fake: 0.302 +(epoch: 26, iters: 58800, time: 0.413, data: 0.018) G_GAN: 2.269 G_L1: 4.954 D_real: 0.000 D_fake: 0.196 +(epoch: 26, iters: 58900, time: 0.299, data: 0.020) G_GAN: 3.286 G_L1: 4.916 D_real: 0.016 D_fake: 0.130 +(epoch: 26, iters: 59000, time: 0.289, data: 0.018) G_GAN: 2.241 G_L1: 4.604 D_real: 0.004 D_fake: 0.100 +(epoch: 26, iters: 59100, time: 0.295, data: 0.017) G_GAN: 2.504 G_L1: 3.616 D_real: 0.000 D_fake: 0.560 +(epoch: 26, iters: 59200, time: 0.409, data: 0.020) G_GAN: 2.556 G_L1: 3.952 D_real: 0.000 D_fake: 0.169 +(epoch: 26, iters: 59300, time: 0.302, data: 0.018) G_GAN: 3.196 G_L1: 5.847 D_real: 0.007 D_fake: 0.164 +(epoch: 26, iters: 59400, time: 0.295, data: 0.019) G_GAN: 1.551 G_L1: 3.803 D_real: 0.003 D_fake: 0.232 +(epoch: 26, iters: 59500, time: 0.294, data: 0.016) G_GAN: 3.327 G_L1: 5.057 D_real: 0.000 D_fake: 0.531 +(epoch: 26, iters: 59600, time: 0.543, data: 0.018) G_GAN: 2.051 G_L1: 5.656 D_real: 0.002 D_fake: 0.569 +(epoch: 26, iters: 59700, time: 0.285, data: 0.020) G_GAN: 2.038 G_L1: 6.081 D_real: 0.107 D_fake: 0.607 +(epoch: 26, iters: 59800, time: 0.280, data: 0.021) G_GAN: 2.633 G_L1: 4.954 D_real: 0.026 D_fake: 0.096 +(epoch: 26, iters: 59900, time: 0.283, data: 0.015) G_GAN: 2.617 G_L1: 5.305 D_real: 0.005 D_fake: 0.536 +(epoch: 26, iters: 60000, time: 0.416, data: 0.019) G_GAN: 3.746 G_L1: 4.011 D_real: 0.460 D_fake: 0.241 +(epoch: 27, iters: 84, time: 0.284, data: 0.017) G_GAN: 10.025 G_L1: 2.114 D_real: 0.153 D_fake: 0.000 +(epoch: 27, iters: 184, time: 0.304, data: 0.018) G_GAN: 5.546 G_L1: 5.062 D_real: 0.009 D_fake: 0.906 +(epoch: 27, iters: 284, time: 0.299, data: 0.019) G_GAN: 3.132 G_L1: 3.756 D_real: 0.006 D_fake: 0.246 +(epoch: 27, iters: 384, time: 0.557, data: 0.018) G_GAN: 2.115 G_L1: 4.435 D_real: 0.005 D_fake: 0.218 +(epoch: 27, iters: 484, time: 0.302, data: 0.017) G_GAN: 5.252 G_L1: 5.192 D_real: 0.035 D_fake: 0.260 +(epoch: 27, iters: 584, time: 0.293, data: 0.022) G_GAN: 2.165 G_L1: 4.033 D_real: 0.003 D_fake: 0.587 +(epoch: 27, iters: 684, time: 0.292, data: 0.017) G_GAN: 2.126 G_L1: 5.238 D_real: 0.001 D_fake: 0.391 +(epoch: 27, iters: 784, time: 0.415, data: 0.018) G_GAN: 3.292 G_L1: 3.176 D_real: 0.002 D_fake: 0.258 +(epoch: 27, iters: 884, time: 0.295, data: 0.019) G_GAN: 1.998 G_L1: 3.988 D_real: 0.006 D_fake: 0.184 +(epoch: 27, iters: 984, time: 0.294, data: 0.017) G_GAN: 2.020 G_L1: 8.063 D_real: 0.007 D_fake: 0.192 +(epoch: 27, iters: 1084, time: 0.291, data: 0.018) G_GAN: 1.834 G_L1: 4.613 D_real: 0.001 D_fake: 0.375 +(epoch: 27, iters: 1184, time: 0.410, data: 0.017) G_GAN: 2.275 G_L1: 4.272 D_real: 0.000 D_fake: 0.309 +(epoch: 27, iters: 1284, time: 0.310, data: 0.019) G_GAN: 1.973 G_L1: 4.661 D_real: 0.010 D_fake: 0.197 +(epoch: 27, iters: 1384, time: 0.293, data: 0.019) G_GAN: 3.799 G_L1: 6.898 D_real: 0.001 D_fake: 0.221 +(epoch: 27, iters: 1484, time: 0.296, data: 0.017) G_GAN: 3.172 G_L1: 4.777 D_real: 0.011 D_fake: 0.163 +(epoch: 27, iters: 1584, time: 0.545, data: 0.017) G_GAN: 3.265 G_L1: 3.605 D_real: 0.031 D_fake: 0.340 +(epoch: 27, iters: 1684, time: 0.292, data: 0.018) G_GAN: 2.991 G_L1: 3.856 D_real: 0.004 D_fake: 0.619 +(epoch: 27, iters: 1784, time: 0.299, data: 0.018) G_GAN: 3.546 G_L1: 4.333 D_real: 0.054 D_fake: 0.297 +(epoch: 27, iters: 1884, time: 0.293, data: 0.018) G_GAN: 3.032 G_L1: 4.117 D_real: 0.134 D_fake: 0.228 +(epoch: 27, iters: 1984, time: 0.393, data: 0.018) G_GAN: 2.908 G_L1: 3.892 D_real: 0.031 D_fake: 0.196 +(epoch: 27, iters: 2084, time: 0.293, data: 0.018) G_GAN: 5.311 G_L1: 6.348 D_real: 0.294 D_fake: 0.018 +(epoch: 27, iters: 2184, time: 0.289, data: 0.016) G_GAN: 3.084 G_L1: 5.170 D_real: 0.001 D_fake: 0.292 +(epoch: 27, iters: 2284, time: 0.298, data: 0.016) G_GAN: 1.816 G_L1: 5.363 D_real: 0.020 D_fake: 0.992 +(epoch: 27, iters: 2384, time: 0.408, data: 0.017) G_GAN: 3.054 G_L1: 4.004 D_real: 0.265 D_fake: 0.337 +(epoch: 27, iters: 2484, time: 0.278, data: 0.019) G_GAN: 3.760 G_L1: 4.425 D_real: 0.012 D_fake: 0.224 +(epoch: 27, iters: 2584, time: 0.298, data: 0.016) G_GAN: 2.727 G_L1: 3.722 D_real: 0.190 D_fake: 0.098 +(epoch: 27, iters: 2684, time: 0.292, data: 0.019) G_GAN: 3.036 G_L1: 5.106 D_real: 0.303 D_fake: 0.069 +(epoch: 27, iters: 2784, time: 0.407, data: 0.018) G_GAN: 4.545 G_L1: 4.008 D_real: 0.156 D_fake: 0.114 +(epoch: 27, iters: 2884, time: 0.294, data: 0.017) G_GAN: 2.991 G_L1: 3.033 D_real: 0.046 D_fake: 0.266 +(epoch: 27, iters: 2984, time: 0.292, data: 0.024) G_GAN: 5.231 G_L1: 10.192 D_real: 0.118 D_fake: 0.028 +(epoch: 27, iters: 3084, time: 0.296, data: 0.017) G_GAN: 3.766 G_L1: 2.970 D_real: 0.078 D_fake: 0.785 +(epoch: 27, iters: 3184, time: 0.399, data: 0.020) G_GAN: 2.908 G_L1: 4.433 D_real: 0.112 D_fake: 0.247 +(epoch: 27, iters: 3284, time: 0.286, data: 0.018) G_GAN: 4.504 G_L1: 5.843 D_real: 0.031 D_fake: 0.053 +(epoch: 27, iters: 3384, time: 0.305, data: 0.018) G_GAN: 4.441 G_L1: 4.769 D_real: 0.152 D_fake: 0.143 +(epoch: 27, iters: 3484, time: 0.302, data: 0.019) G_GAN: 2.952 G_L1: 5.143 D_real: 0.010 D_fake: 0.120 +(epoch: 27, iters: 3584, time: 0.561, data: 0.019) G_GAN: 1.998 G_L1: 6.533 D_real: 0.019 D_fake: 0.152 +(epoch: 27, iters: 3684, time: 0.302, data: 0.017) G_GAN: 5.592 G_L1: 4.092 D_real: 0.003 D_fake: 0.060 +(epoch: 27, iters: 3784, time: 0.284, data: 0.018) G_GAN: 5.571 G_L1: 6.115 D_real: 0.446 D_fake: 0.052 +(epoch: 27, iters: 3884, time: 0.288, data: 0.014) G_GAN: 3.306 G_L1: 3.980 D_real: 0.083 D_fake: 0.140 +(epoch: 27, iters: 3984, time: 0.402, data: 0.017) G_GAN: 3.625 G_L1: 6.276 D_real: 0.020 D_fake: 0.109 +(epoch: 27, iters: 4084, time: 0.281, data: 0.017) G_GAN: 4.521 G_L1: 4.091 D_real: 0.098 D_fake: 0.062 +(epoch: 27, iters: 4184, time: 0.291, data: 0.015) G_GAN: 4.516 G_L1: 5.580 D_real: 0.046 D_fake: 0.068 +(epoch: 27, iters: 4284, time: 0.306, data: 0.016) G_GAN: 3.051 G_L1: 3.753 D_real: 0.042 D_fake: 0.174 +(epoch: 27, iters: 4384, time: 0.411, data: 0.023) G_GAN: 4.215 G_L1: 3.045 D_real: 0.027 D_fake: 0.111 +(epoch: 27, iters: 4484, time: 0.294, data: 0.019) G_GAN: 2.155 G_L1: 3.549 D_real: 0.708 D_fake: 0.109 +(epoch: 27, iters: 4584, time: 0.294, data: 0.017) G_GAN: 2.971 G_L1: 4.070 D_real: 0.520 D_fake: 0.046 +(epoch: 27, iters: 4684, time: 0.301, data: 0.018) G_GAN: 5.502 G_L1: 3.340 D_real: 0.061 D_fake: 0.175 +(epoch: 27, iters: 4784, time: 0.413, data: 0.017) G_GAN: 3.002 G_L1: 10.204 D_real: 0.043 D_fake: 0.136 +(epoch: 27, iters: 4884, time: 0.296, data: 0.018) G_GAN: 4.530 G_L1: 4.585 D_real: 0.048 D_fake: 0.148 +(epoch: 27, iters: 4984, time: 0.293, data: 0.017) G_GAN: 2.730 G_L1: 3.234 D_real: 0.268 D_fake: 0.125 +(epoch: 27, iters: 5084, time: 0.302, data: 0.016) G_GAN: 3.495 G_L1: 3.940 D_real: 0.166 D_fake: 0.062 +(epoch: 27, iters: 5184, time: 0.398, data: 0.016) G_GAN: 3.738 G_L1: 4.471 D_real: 0.135 D_fake: 0.206 +(epoch: 27, iters: 5284, time: 0.300, data: 0.017) G_GAN: 3.352 G_L1: 3.899 D_real: 0.338 D_fake: 0.225 +(epoch: 27, iters: 5384, time: 0.295, data: 0.017) G_GAN: 3.646 G_L1: 3.055 D_real: 0.118 D_fake: 0.257 +(epoch: 27, iters: 5484, time: 0.293, data: 0.016) G_GAN: 4.545 G_L1: 4.003 D_real: 0.089 D_fake: 0.073 +(epoch: 27, iters: 5584, time: 0.557, data: 0.016) G_GAN: 3.965 G_L1: 3.470 D_real: 0.315 D_fake: 0.066 +(epoch: 27, iters: 5684, time: 0.298, data: 0.017) G_GAN: 4.269 G_L1: 4.742 D_real: 0.003 D_fake: 0.091 +(epoch: 27, iters: 5784, time: 0.293, data: 0.020) G_GAN: 5.548 G_L1: 7.552 D_real: 0.228 D_fake: 0.014 +(epoch: 27, iters: 5884, time: 0.292, data: 0.016) G_GAN: 4.433 G_L1: 4.658 D_real: 0.011 D_fake: 0.660 +(epoch: 27, iters: 5984, time: 0.407, data: 0.017) G_GAN: 2.390 G_L1: 3.382 D_real: 1.024 D_fake: 0.038 +(epoch: 27, iters: 6084, time: 0.288, data: 0.016) G_GAN: 3.687 G_L1: 4.158 D_real: 0.003 D_fake: 0.098 +(epoch: 27, iters: 6184, time: 0.300, data: 0.015) G_GAN: 4.261 G_L1: 3.792 D_real: 0.082 D_fake: 0.068 +(epoch: 27, iters: 6284, time: 0.308, data: 0.018) G_GAN: 2.569 G_L1: 3.611 D_real: 0.325 D_fake: 0.617 +(epoch: 27, iters: 6384, time: 0.383, data: 0.017) G_GAN: 3.657 G_L1: 3.283 D_real: 0.127 D_fake: 0.114 +(epoch: 27, iters: 6484, time: 0.290, data: 0.018) G_GAN: 5.245 G_L1: 5.798 D_real: 0.082 D_fake: 0.099 +(epoch: 27, iters: 6584, time: 0.284, data: 0.016) G_GAN: 3.431 G_L1: 4.280 D_real: 0.071 D_fake: 0.048 +(epoch: 27, iters: 6684, time: 0.301, data: 0.015) G_GAN: 3.639 G_L1: 3.054 D_real: 0.113 D_fake: 0.042 +(epoch: 27, iters: 6784, time: 0.413, data: 0.017) G_GAN: 3.346 G_L1: 5.297 D_real: 0.136 D_fake: 0.184 +(epoch: 27, iters: 6884, time: 0.292, data: 0.020) G_GAN: 4.424 G_L1: 5.232 D_real: 0.018 D_fake: 0.039 +(epoch: 27, iters: 6984, time: 0.298, data: 0.016) G_GAN: 3.449 G_L1: 4.981 D_real: 0.109 D_fake: 0.280 +(epoch: 27, iters: 7084, time: 0.297, data: 0.018) G_GAN: 4.453 G_L1: 6.055 D_real: 0.045 D_fake: 0.066 +(epoch: 27, iters: 7184, time: 0.418, data: 0.017) G_GAN: 3.673 G_L1: 3.866 D_real: 0.034 D_fake: 0.101 +(epoch: 27, iters: 7284, time: 0.288, data: 0.019) G_GAN: 4.367 G_L1: 5.060 D_real: 0.015 D_fake: 0.039 +(epoch: 27, iters: 7384, time: 0.295, data: 0.018) G_GAN: 2.977 G_L1: 11.901 D_real: 0.004 D_fake: 0.194 +(epoch: 27, iters: 7484, time: 0.295, data: 0.016) G_GAN: 3.148 G_L1: 4.307 D_real: 0.005 D_fake: 0.191 +(epoch: 27, iters: 7584, time: 0.501, data: 0.016) G_GAN: 1.849 G_L1: 3.076 D_real: 0.434 D_fake: 0.251 +(epoch: 27, iters: 7684, time: 0.300, data: 0.019) G_GAN: 4.896 G_L1: 3.325 D_real: 0.004 D_fake: 0.036 +(epoch: 27, iters: 7784, time: 0.284, data: 0.017) G_GAN: 4.705 G_L1: 5.147 D_real: 0.001 D_fake: 0.074 +(epoch: 27, iters: 7884, time: 0.290, data: 0.017) G_GAN: 3.335 G_L1: 4.727 D_real: 0.000 D_fake: 0.107 +(epoch: 27, iters: 7984, time: 0.410, data: 0.019) G_GAN: 3.293 G_L1: 5.240 D_real: 0.045 D_fake: 0.419 +(epoch: 27, iters: 8084, time: 0.293, data: 0.018) G_GAN: 3.477 G_L1: 4.671 D_real: 0.013 D_fake: 0.175 +(epoch: 27, iters: 8184, time: 0.292, data: 0.018) G_GAN: 2.416 G_L1: 5.440 D_real: 0.059 D_fake: 0.311 +(epoch: 27, iters: 8284, time: 0.301, data: 0.016) G_GAN: 3.178 G_L1: 9.324 D_real: 0.001 D_fake: 0.493 +(epoch: 27, iters: 8384, time: 0.422, data: 0.017) G_GAN: 3.679 G_L1: 4.613 D_real: 0.004 D_fake: 0.094 +(epoch: 27, iters: 8484, time: 0.298, data: 0.019) G_GAN: 1.279 G_L1: 3.552 D_real: 0.230 D_fake: 0.199 +(epoch: 27, iters: 8584, time: 0.303, data: 0.016) G_GAN: 2.531 G_L1: 5.058 D_real: 0.000 D_fake: 0.108 +(epoch: 27, iters: 8684, time: 0.301, data: 0.017) G_GAN: 3.753 G_L1: 4.616 D_real: 0.000 D_fake: 0.850 +(epoch: 27, iters: 8784, time: 0.414, data: 0.025) G_GAN: 3.520 G_L1: 3.759 D_real: 0.032 D_fake: 0.219 +(epoch: 27, iters: 8884, time: 0.296, data: 0.021) G_GAN: 3.388 G_L1: 4.200 D_real: 0.015 D_fake: 0.161 +(epoch: 27, iters: 8984, time: 0.303, data: 0.016) G_GAN: 5.504 G_L1: 2.221 D_real: 1.402 D_fake: 0.014 +(epoch: 27, iters: 9084, time: 0.300, data: 0.018) G_GAN: 3.009 G_L1: 7.829 D_real: 0.576 D_fake: 0.171 +(epoch: 27, iters: 9184, time: 0.402, data: 0.018) G_GAN: 3.857 G_L1: 3.045 D_real: 0.251 D_fake: 0.036 +(epoch: 27, iters: 9284, time: 0.296, data: 0.017) G_GAN: 3.084 G_L1: 3.262 D_real: 0.344 D_fake: 0.094 +(epoch: 27, iters: 9384, time: 0.292, data: 0.019) G_GAN: 3.400 G_L1: 3.779 D_real: 0.059 D_fake: 0.896 +(epoch: 27, iters: 9484, time: 0.300, data: 0.017) G_GAN: 4.012 G_L1: 7.665 D_real: 0.357 D_fake: 0.042 +(epoch: 27, iters: 9584, time: 0.554, data: 0.017) G_GAN: 5.473 G_L1: 3.173 D_real: 0.012 D_fake: 0.143 +(epoch: 27, iters: 9684, time: 0.278, data: 0.019) G_GAN: 3.388 G_L1: 3.688 D_real: 0.054 D_fake: 0.164 +(epoch: 27, iters: 9784, time: 0.280, data: 0.015) G_GAN: 3.134 G_L1: 2.696 D_real: 0.110 D_fake: 0.234 +(epoch: 27, iters: 9884, time: 0.276, data: 0.016) G_GAN: 5.396 G_L1: 5.248 D_real: 0.014 D_fake: 0.034 +(epoch: 27, iters: 9984, time: 0.408, data: 0.012) G_GAN: 3.028 G_L1: 3.659 D_real: 0.008 D_fake: 0.181 +(epoch: 27, iters: 10084, time: 0.265, data: 0.017) G_GAN: 3.191 G_L1: 6.308 D_real: 0.020 D_fake: 0.116 +(epoch: 27, iters: 10184, time: 0.290, data: 0.014) G_GAN: 2.976 G_L1: 4.003 D_real: 0.358 D_fake: 0.120 +(epoch: 27, iters: 10284, time: 0.289, data: 0.015) G_GAN: 3.955 G_L1: 3.951 D_real: 0.035 D_fake: 0.045 +(epoch: 27, iters: 10384, time: 0.379, data: 0.015) G_GAN: 3.359 G_L1: 2.845 D_real: 0.695 D_fake: 0.024 +(epoch: 27, iters: 10484, time: 0.276, data: 0.021) G_GAN: 3.633 G_L1: 3.317 D_real: 0.117 D_fake: 0.170 +(epoch: 27, iters: 10584, time: 0.285, data: 0.013) G_GAN: 4.299 G_L1: 4.743 D_real: 0.015 D_fake: 0.204 +(epoch: 27, iters: 10684, time: 0.265, data: 0.015) G_GAN: 2.019 G_L1: 2.181 D_real: 0.530 D_fake: 0.040 +(epoch: 27, iters: 10784, time: 0.405, data: 0.013) G_GAN: 3.524 G_L1: 5.921 D_real: 0.218 D_fake: 0.143 +(epoch: 27, iters: 10884, time: 0.285, data: 0.021) G_GAN: 3.467 G_L1: 4.408 D_real: 0.164 D_fake: 0.215 +(epoch: 27, iters: 10984, time: 0.288, data: 0.016) G_GAN: 2.383 G_L1: 3.393 D_real: 0.344 D_fake: 0.136 +(epoch: 27, iters: 11084, time: 0.268, data: 0.018) G_GAN: 3.026 G_L1: 3.767 D_real: 0.707 D_fake: 0.050 +(epoch: 27, iters: 11184, time: 0.395, data: 0.015) G_GAN: 5.248 G_L1: 3.541 D_real: 0.032 D_fake: 0.027 +(epoch: 27, iters: 11284, time: 0.273, data: 0.015) G_GAN: 4.515 G_L1: 5.106 D_real: 0.181 D_fake: 0.027 +(epoch: 27, iters: 11384, time: 0.280, data: 0.015) G_GAN: 3.643 G_L1: 5.646 D_real: 0.070 D_fake: 0.267 +(epoch: 27, iters: 11484, time: 0.289, data: 0.015) G_GAN: 2.642 G_L1: 3.036 D_real: 0.312 D_fake: 0.168 +(epoch: 27, iters: 11584, time: 0.541, data: 0.016) G_GAN: 4.408 G_L1: 4.741 D_real: 0.054 D_fake: 0.146 +(epoch: 27, iters: 11684, time: 0.289, data: 0.017) G_GAN: 4.683 G_L1: 6.690 D_real: 0.240 D_fake: 0.026 +(epoch: 27, iters: 11784, time: 0.291, data: 0.023) G_GAN: 4.642 G_L1: 4.049 D_real: 0.052 D_fake: 0.030 +(epoch: 27, iters: 11884, time: 0.278, data: 0.015) G_GAN: 4.159 G_L1: 3.736 D_real: 0.024 D_fake: 0.149 +(epoch: 27, iters: 11984, time: 0.404, data: 0.015) G_GAN: 4.950 G_L1: 5.010 D_real: 0.030 D_fake: 0.034 +(epoch: 27, iters: 12084, time: 0.267, data: 0.016) G_GAN: 4.558 G_L1: 7.789 D_real: 0.019 D_fake: 0.047 +(epoch: 27, iters: 12184, time: 0.277, data: 0.013) G_GAN: 5.359 G_L1: 4.101 D_real: 0.045 D_fake: 0.018 +(epoch: 27, iters: 12284, time: 0.276, data: 0.015) G_GAN: 5.553 G_L1: 5.069 D_real: 0.152 D_fake: 0.020 +(epoch: 27, iters: 12384, time: 0.358, data: 0.013) G_GAN: 4.368 G_L1: 3.598 D_real: 0.101 D_fake: 0.120 +(epoch: 27, iters: 12484, time: 0.283, data: 0.016) G_GAN: 4.883 G_L1: 3.723 D_real: 0.086 D_fake: 0.016 +(epoch: 27, iters: 12584, time: 0.292, data: 0.014) G_GAN: 5.722 G_L1: 6.670 D_real: 0.037 D_fake: 0.013 +(epoch: 27, iters: 12684, time: 0.288, data: 0.018) G_GAN: 4.758 G_L1: 4.050 D_real: 0.015 D_fake: 0.116 +(epoch: 27, iters: 12784, time: 0.395, data: 0.016) G_GAN: 3.524 G_L1: 4.490 D_real: 0.512 D_fake: 0.027 +(epoch: 27, iters: 12884, time: 0.278, data: 0.019) G_GAN: 4.321 G_L1: 5.989 D_real: 0.006 D_fake: 0.248 +(epoch: 27, iters: 12984, time: 0.278, data: 0.015) G_GAN: 4.915 G_L1: 4.506 D_real: 0.089 D_fake: 0.023 +(epoch: 27, iters: 13084, time: 0.268, data: 0.016) G_GAN: 2.938 G_L1: 4.854 D_real: 0.729 D_fake: 0.031 +(epoch: 27, iters: 13184, time: 0.367, data: 0.013) G_GAN: 4.545 G_L1: 6.311 D_real: 0.074 D_fake: 0.027 +(epoch: 27, iters: 13284, time: 0.288, data: 0.017) G_GAN: 4.290 G_L1: 4.752 D_real: 0.016 D_fake: 0.050 +(epoch: 27, iters: 13384, time: 0.276, data: 0.021) G_GAN: 5.069 G_L1: 7.216 D_real: 0.018 D_fake: 0.065 +(epoch: 27, iters: 13484, time: 0.289, data: 0.016) G_GAN: 3.304 G_L1: 4.212 D_real: 0.070 D_fake: 0.506 +(epoch: 27, iters: 13584, time: 0.535, data: 0.016) G_GAN: 2.199 G_L1: 3.390 D_real: 0.788 D_fake: 0.044 +(epoch: 27, iters: 13684, time: 0.287, data: 0.016) G_GAN: 4.575 G_L1: 8.551 D_real: 0.028 D_fake: 0.080 +(epoch: 27, iters: 13784, time: 0.266, data: 0.015) G_GAN: 5.086 G_L1: 4.438 D_real: 0.010 D_fake: 0.023 +(epoch: 27, iters: 13884, time: 0.295, data: 0.014) G_GAN: 4.511 G_L1: 4.245 D_real: 0.072 D_fake: 0.058 +(epoch: 27, iters: 13984, time: 0.390, data: 0.018) G_GAN: 3.398 G_L1: 3.513 D_real: 0.097 D_fake: 0.286 +(epoch: 27, iters: 14084, time: 0.283, data: 0.017) G_GAN: 3.510 G_L1: 3.625 D_real: 0.314 D_fake: 0.028 +(epoch: 27, iters: 14184, time: 0.281, data: 0.016) G_GAN: 3.981 G_L1: 4.034 D_real: 0.025 D_fake: 0.070 +(epoch: 27, iters: 14284, time: 0.293, data: 0.014) G_GAN: 4.111 G_L1: 2.993 D_real: 0.056 D_fake: 0.052 +(epoch: 27, iters: 14384, time: 0.413, data: 0.021) G_GAN: 3.890 G_L1: 4.375 D_real: 0.273 D_fake: 0.132 +(epoch: 27, iters: 14484, time: 0.279, data: 0.018) G_GAN: 6.746 G_L1: 6.680 D_real: 0.010 D_fake: 0.041 +(epoch: 27, iters: 14584, time: 0.285, data: 0.015) G_GAN: 4.450 G_L1: 3.845 D_real: 0.096 D_fake: 0.022 +(epoch: 27, iters: 14684, time: 0.282, data: 0.018) G_GAN: 4.126 G_L1: 4.093 D_real: 0.106 D_fake: 0.048 +(epoch: 27, iters: 14784, time: 0.411, data: 0.016) G_GAN: 3.482 G_L1: 3.818 D_real: 0.159 D_fake: 0.190 +(epoch: 27, iters: 14884, time: 0.274, data: 0.018) G_GAN: 3.951 G_L1: 3.865 D_real: 0.201 D_fake: 0.060 +(epoch: 27, iters: 14984, time: 0.295, data: 0.014) G_GAN: 3.744 G_L1: 4.912 D_real: 0.124 D_fake: 0.070 +(epoch: 27, iters: 15084, time: 0.295, data: 0.016) G_GAN: 4.902 G_L1: 8.419 D_real: 0.002 D_fake: 0.074 +(epoch: 27, iters: 15184, time: 0.372, data: 0.017) G_GAN: 5.684 G_L1: 3.573 D_real: 0.129 D_fake: 0.469 +(epoch: 27, iters: 15284, time: 0.288, data: 0.017) G_GAN: 3.921 G_L1: 7.040 D_real: 0.018 D_fake: 0.084 +(epoch: 27, iters: 15384, time: 0.296, data: 0.015) G_GAN: 2.971 G_L1: 4.032 D_real: 0.043 D_fake: 0.405 +(epoch: 27, iters: 15484, time: 0.290, data: 0.017) G_GAN: 5.751 G_L1: 13.329 D_real: 0.004 D_fake: 0.028 +(epoch: 27, iters: 15584, time: 0.549, data: 0.016) G_GAN: 6.617 G_L1: 6.560 D_real: 0.013 D_fake: 1.040 +(epoch: 27, iters: 15684, time: 0.293, data: 0.017) G_GAN: 5.242 G_L1: 3.575 D_real: 0.005 D_fake: 0.031 +(epoch: 27, iters: 15784, time: 0.290, data: 0.017) G_GAN: 3.548 G_L1: 7.751 D_real: 0.220 D_fake: 0.047 +(epoch: 27, iters: 15884, time: 0.294, data: 0.018) G_GAN: 3.871 G_L1: 5.100 D_real: 0.012 D_fake: 0.178 +(epoch: 27, iters: 15984, time: 0.398, data: 0.017) G_GAN: 4.038 G_L1: 3.819 D_real: 0.068 D_fake: 0.068 +(epoch: 27, iters: 16084, time: 0.294, data: 0.019) G_GAN: 3.940 G_L1: 4.010 D_real: 0.099 D_fake: 0.103 +(epoch: 27, iters: 16184, time: 0.292, data: 0.017) G_GAN: 3.788 G_L1: 4.550 D_real: 0.017 D_fake: 0.191 +(epoch: 27, iters: 16284, time: 0.292, data: 0.016) G_GAN: 4.174 G_L1: 3.721 D_real: 0.205 D_fake: 0.021 +(epoch: 27, iters: 16384, time: 0.391, data: 0.017) G_GAN: 5.936 G_L1: 5.090 D_real: 0.098 D_fake: 0.282 +(epoch: 27, iters: 16484, time: 0.283, data: 0.018) G_GAN: 4.023 G_L1: 3.657 D_real: 0.184 D_fake: 0.118 +(epoch: 27, iters: 16584, time: 0.279, data: 0.018) G_GAN: 3.199 G_L1: 2.914 D_real: 0.180 D_fake: 0.056 +(epoch: 27, iters: 16684, time: 0.269, data: 0.016) G_GAN: 2.493 G_L1: 4.148 D_real: 0.614 D_fake: 0.050 +(epoch: 27, iters: 16784, time: 0.407, data: 0.013) G_GAN: 6.996 G_L1: 4.576 D_real: 0.751 D_fake: 0.002 +(epoch: 27, iters: 16884, time: 0.285, data: 0.020) G_GAN: 1.781 G_L1: 3.416 D_real: 0.415 D_fake: 0.225 +(epoch: 27, iters: 16984, time: 0.283, data: 0.015) G_GAN: 3.712 G_L1: 2.909 D_real: 0.116 D_fake: 0.109 +(epoch: 27, iters: 17084, time: 0.289, data: 0.015) G_GAN: 4.318 G_L1: 5.894 D_real: 0.009 D_fake: 0.105 +(epoch: 27, iters: 17184, time: 0.388, data: 0.017) G_GAN: 5.675 G_L1: 5.264 D_real: 0.002 D_fake: 0.242 +(epoch: 27, iters: 17284, time: 0.289, data: 0.017) G_GAN: 4.594 G_L1: 3.498 D_real: 0.031 D_fake: 0.185 +(epoch: 27, iters: 17384, time: 0.292, data: 0.016) G_GAN: 4.705 G_L1: 4.323 D_real: 0.011 D_fake: 0.135 +(epoch: 27, iters: 17484, time: 0.291, data: 0.018) G_GAN: 3.336 G_L1: 4.636 D_real: 0.127 D_fake: 0.184 +(epoch: 27, iters: 17584, time: 0.565, data: 0.015) G_GAN: 4.033 G_L1: 3.206 D_real: 0.326 D_fake: 0.024 +(epoch: 27, iters: 17684, time: 0.293, data: 0.017) G_GAN: 4.417 G_L1: 3.755 D_real: 0.119 D_fake: 0.024 +(epoch: 27, iters: 17784, time: 0.298, data: 0.017) G_GAN: 3.561 G_L1: 4.057 D_real: 0.399 D_fake: 0.050 +(epoch: 27, iters: 17884, time: 0.296, data: 0.017) G_GAN: 4.353 G_L1: 5.582 D_real: 0.358 D_fake: 0.014 +(epoch: 27, iters: 17984, time: 0.419, data: 0.018) G_GAN: 3.902 G_L1: 4.281 D_real: 1.267 D_fake: 0.184 +(epoch: 27, iters: 18084, time: 0.293, data: 0.018) G_GAN: 5.764 G_L1: 4.810 D_real: 0.048 D_fake: 0.019 +(epoch: 27, iters: 18184, time: 0.292, data: 0.017) G_GAN: 5.192 G_L1: 9.510 D_real: 0.210 D_fake: 0.019 +(epoch: 27, iters: 18284, time: 0.291, data: 0.016) G_GAN: 4.032 G_L1: 5.427 D_real: 0.051 D_fake: 0.064 +(epoch: 27, iters: 18384, time: 0.407, data: 0.015) G_GAN: 5.519 G_L1: 4.689 D_real: 0.317 D_fake: 0.050 +(epoch: 27, iters: 18484, time: 0.296, data: 0.022) G_GAN: 6.505 G_L1: 13.747 D_real: 0.044 D_fake: 0.035 +(epoch: 27, iters: 18584, time: 0.278, data: 0.017) G_GAN: 3.916 G_L1: 4.935 D_real: 0.007 D_fake: 0.047 +(epoch: 27, iters: 18684, time: 0.292, data: 0.019) G_GAN: 4.482 G_L1: 6.396 D_real: 0.015 D_fake: 0.055 +(epoch: 27, iters: 18784, time: 0.403, data: 0.019) G_GAN: 4.184 G_L1: 4.614 D_real: 0.122 D_fake: 0.139 +(epoch: 27, iters: 18884, time: 0.269, data: 0.020) G_GAN: 5.150 G_L1: 5.639 D_real: 0.015 D_fake: 0.022 +(epoch: 27, iters: 18984, time: 0.279, data: 0.016) G_GAN: 4.707 G_L1: 5.449 D_real: 0.229 D_fake: 0.058 +(epoch: 27, iters: 19084, time: 0.282, data: 0.015) G_GAN: 3.678 G_L1: 4.263 D_real: 0.211 D_fake: 0.134 +(epoch: 27, iters: 19184, time: 0.417, data: 0.017) G_GAN: 4.509 G_L1: 6.986 D_real: 0.225 D_fake: 0.072 +(epoch: 27, iters: 19284, time: 0.293, data: 0.018) G_GAN: 5.317 G_L1: 7.728 D_real: 0.012 D_fake: 0.107 +(epoch: 27, iters: 19384, time: 0.288, data: 0.016) G_GAN: 4.195 G_L1: 4.232 D_real: 0.652 D_fake: 0.037 +(epoch: 27, iters: 19484, time: 0.285, data: 0.018) G_GAN: 3.579 G_L1: 3.483 D_real: 0.269 D_fake: 0.051 +(epoch: 27, iters: 19584, time: 0.561, data: 0.014) G_GAN: 4.554 G_L1: 4.557 D_real: 0.266 D_fake: 0.022 +(epoch: 27, iters: 19684, time: 0.281, data: 0.019) G_GAN: 7.982 G_L1: 4.987 D_real: 0.002 D_fake: 0.063 +(epoch: 27, iters: 19784, time: 0.289, data: 0.017) G_GAN: 2.276 G_L1: 4.479 D_real: 0.494 D_fake: 0.061 +(epoch: 27, iters: 19884, time: 0.302, data: 0.016) G_GAN: 4.563 G_L1: 3.627 D_real: 0.008 D_fake: 0.050 +(epoch: 27, iters: 19984, time: 0.385, data: 0.018) G_GAN: 4.324 G_L1: 4.325 D_real: 0.003 D_fake: 0.059 +(epoch: 27, iters: 20084, time: 0.304, data: 0.018) G_GAN: 6.860 G_L1: 7.693 D_real: 0.154 D_fake: 0.237 +(epoch: 27, iters: 20184, time: 0.295, data: 0.020) G_GAN: 3.610 G_L1: 5.073 D_real: 0.030 D_fake: 0.440 +(epoch: 27, iters: 20284, time: 0.293, data: 0.016) G_GAN: 3.980 G_L1: 5.036 D_real: 0.036 D_fake: 0.148 +(epoch: 27, iters: 20384, time: 0.418, data: 0.020) G_GAN: 4.776 G_L1: 4.768 D_real: 0.026 D_fake: 0.059 +(epoch: 27, iters: 20484, time: 0.299, data: 0.019) G_GAN: 4.466 G_L1: 3.368 D_real: 0.700 D_fake: 0.037 +(epoch: 27, iters: 20584, time: 0.301, data: 0.017) G_GAN: 5.325 G_L1: 4.757 D_real: 0.094 D_fake: 0.020 +(epoch: 27, iters: 20684, time: 0.290, data: 0.018) G_GAN: 3.560 G_L1: 2.540 D_real: 0.139 D_fake: 0.083 +(epoch: 27, iters: 20784, time: 0.410, data: 0.020) G_GAN: 4.296 G_L1: 5.078 D_real: 0.153 D_fake: 0.158 +(epoch: 27, iters: 20884, time: 0.299, data: 0.018) G_GAN: 4.180 G_L1: 6.048 D_real: 0.024 D_fake: 0.112 +(epoch: 27, iters: 20984, time: 0.302, data: 0.017) G_GAN: 4.189 G_L1: 4.077 D_real: 0.031 D_fake: 0.530 +(epoch: 27, iters: 21084, time: 0.287, data: 0.018) G_GAN: 5.053 G_L1: 3.778 D_real: 0.028 D_fake: 0.227 +(epoch: 27, iters: 21184, time: 0.392, data: 0.017) G_GAN: 5.324 G_L1: 5.182 D_real: 0.040 D_fake: 0.168 +(epoch: 27, iters: 21284, time: 0.300, data: 0.021) G_GAN: 2.493 G_L1: 4.970 D_real: 0.361 D_fake: 0.294 +(epoch: 27, iters: 21384, time: 0.307, data: 0.017) G_GAN: 4.106 G_L1: 3.862 D_real: 0.027 D_fake: 0.118 +(epoch: 27, iters: 21484, time: 0.302, data: 0.018) G_GAN: 7.003 G_L1: 8.798 D_real: 0.004 D_fake: 0.008 +(epoch: 27, iters: 21584, time: 0.567, data: 0.019) G_GAN: 5.146 G_L1: 3.508 D_real: 0.371 D_fake: 0.035 +(epoch: 27, iters: 21684, time: 0.299, data: 0.018) G_GAN: 3.276 G_L1: 2.640 D_real: 0.220 D_fake: 0.062 +(epoch: 27, iters: 21784, time: 0.294, data: 0.020) G_GAN: 3.280 G_L1: 2.921 D_real: 0.089 D_fake: 0.255 +(epoch: 27, iters: 21884, time: 0.301, data: 0.019) G_GAN: 5.258 G_L1: 4.125 D_real: 0.159 D_fake: 0.022 +(epoch: 27, iters: 21984, time: 0.387, data: 0.017) G_GAN: 4.113 G_L1: 3.851 D_real: 0.021 D_fake: 0.068 +(epoch: 27, iters: 22084, time: 0.291, data: 0.017) G_GAN: 8.598 G_L1: 7.408 D_real: 0.047 D_fake: 0.566 +(epoch: 27, iters: 22184, time: 0.293, data: 0.016) G_GAN: 3.434 G_L1: 5.970 D_real: 0.078 D_fake: 0.161 +(epoch: 27, iters: 22284, time: 0.301, data: 0.017) G_GAN: 5.087 G_L1: 4.237 D_real: 0.054 D_fake: 0.081 +(epoch: 27, iters: 22384, time: 0.420, data: 0.018) G_GAN: 4.640 G_L1: 3.780 D_real: 0.016 D_fake: 0.091 +(epoch: 27, iters: 22484, time: 0.286, data: 0.020) G_GAN: 5.658 G_L1: 6.271 D_real: 0.351 D_fake: 0.196 +(epoch: 27, iters: 22584, time: 0.308, data: 0.017) G_GAN: 4.843 G_L1: 4.778 D_real: 0.023 D_fake: 0.335 +(epoch: 27, iters: 22684, time: 0.287, data: 0.018) G_GAN: 4.602 G_L1: 4.006 D_real: 0.048 D_fake: 0.064 +(epoch: 27, iters: 22784, time: 0.407, data: 0.017) G_GAN: 3.393 G_L1: 7.485 D_real: 0.134 D_fake: 0.072 +(epoch: 27, iters: 22884, time: 0.286, data: 0.017) G_GAN: 5.263 G_L1: 3.238 D_real: 0.169 D_fake: 0.018 +(epoch: 27, iters: 22984, time: 0.302, data: 0.016) G_GAN: 2.629 G_L1: 3.348 D_real: 0.533 D_fake: 0.052 +(epoch: 27, iters: 23084, time: 0.292, data: 0.018) G_GAN: 3.843 G_L1: 3.114 D_real: 0.068 D_fake: 0.088 +(epoch: 27, iters: 23184, time: 0.421, data: 0.017) G_GAN: 1.353 G_L1: 4.607 D_real: 1.072 D_fake: 0.092 +(epoch: 27, iters: 23284, time: 0.282, data: 0.020) G_GAN: 3.919 G_L1: 3.688 D_real: 0.290 D_fake: 0.082 +(epoch: 27, iters: 23384, time: 0.298, data: 0.016) G_GAN: 5.367 G_L1: 4.027 D_real: 0.035 D_fake: 0.096 +(epoch: 27, iters: 23484, time: 0.300, data: 0.017) G_GAN: 4.059 G_L1: 4.676 D_real: 0.207 D_fake: 0.273 +(epoch: 27, iters: 23584, time: 0.539, data: 0.017) G_GAN: 4.000 G_L1: 4.526 D_real: 0.000 D_fake: 0.191 +(epoch: 27, iters: 23684, time: 0.304, data: 0.019) G_GAN: 4.632 G_L1: 3.122 D_real: 0.040 D_fake: 0.028 +(epoch: 27, iters: 23784, time: 0.301, data: 0.018) G_GAN: 4.736 G_L1: 5.412 D_real: 0.076 D_fake: 0.128 +(epoch: 27, iters: 23884, time: 0.291, data: 0.017) G_GAN: 4.757 G_L1: 3.017 D_real: 0.329 D_fake: 0.019 +(epoch: 27, iters: 23984, time: 0.414, data: 0.018) G_GAN: 4.031 G_L1: 3.655 D_real: 0.029 D_fake: 0.293 +(epoch: 27, iters: 24084, time: 0.294, data: 0.019) G_GAN: 3.438 G_L1: 4.046 D_real: 0.008 D_fake: 0.235 +(epoch: 27, iters: 24184, time: 0.300, data: 0.015) G_GAN: 4.573 G_L1: 5.000 D_real: 0.019 D_fake: 0.106 +(epoch: 27, iters: 24284, time: 0.300, data: 0.018) G_GAN: 5.656 G_L1: 4.053 D_real: 0.005 D_fake: 0.190 +(epoch: 27, iters: 24384, time: 0.379, data: 0.018) G_GAN: 3.742 G_L1: 3.245 D_real: 0.036 D_fake: 0.221 +(epoch: 27, iters: 24484, time: 0.292, data: 0.019) G_GAN: 2.764 G_L1: 5.089 D_real: 0.179 D_fake: 0.326 +(epoch: 27, iters: 24584, time: 0.294, data: 0.024) G_GAN: 5.754 G_L1: 4.700 D_real: 0.165 D_fake: 0.110 +(epoch: 27, iters: 24684, time: 0.289, data: 0.019) G_GAN: 4.558 G_L1: 3.410 D_real: 0.392 D_fake: 0.070 +(epoch: 27, iters: 24784, time: 0.390, data: 0.014) G_GAN: 5.808 G_L1: 7.151 D_real: 0.027 D_fake: 0.270 +(epoch: 27, iters: 24884, time: 0.281, data: 0.018) G_GAN: 3.281 G_L1: 3.116 D_real: 0.238 D_fake: 0.220 +(epoch: 27, iters: 24984, time: 0.294, data: 0.020) G_GAN: 3.228 G_L1: 4.836 D_real: 0.035 D_fake: 0.304 +(epoch: 27, iters: 25084, time: 0.284, data: 0.017) G_GAN: 4.719 G_L1: 5.102 D_real: 0.074 D_fake: 0.087 +(epoch: 27, iters: 25184, time: 0.408, data: 0.016) G_GAN: 3.233 G_L1: 5.148 D_real: 0.277 D_fake: 0.109 +(epoch: 27, iters: 25284, time: 0.293, data: 0.019) G_GAN: 2.676 G_L1: 3.100 D_real: 0.572 D_fake: 0.046 +(epoch: 27, iters: 25384, time: 0.296, data: 0.016) G_GAN: 4.566 G_L1: 5.664 D_real: 0.013 D_fake: 0.053 +(epoch: 27, iters: 25484, time: 0.302, data: 0.017) G_GAN: 3.455 G_L1: 3.092 D_real: 0.114 D_fake: 0.089 +(epoch: 27, iters: 25584, time: 0.570, data: 0.020) G_GAN: 6.678 G_L1: 7.284 D_real: 0.060 D_fake: 0.006 +(epoch: 27, iters: 25684, time: 0.290, data: 0.019) G_GAN: 4.031 G_L1: 4.762 D_real: 0.024 D_fake: 0.124 +(epoch: 27, iters: 25784, time: 0.289, data: 0.023) G_GAN: 6.189 G_L1: 5.108 D_real: 0.001 D_fake: 0.013 +(epoch: 27, iters: 25884, time: 0.303, data: 0.016) G_GAN: 6.270 G_L1: 6.681 D_real: 0.002 D_fake: 0.016 +(epoch: 27, iters: 25984, time: 0.395, data: 0.019) G_GAN: 4.783 G_L1: 3.141 D_real: 0.058 D_fake: 0.032 +(epoch: 27, iters: 26084, time: 0.302, data: 0.018) G_GAN: 5.334 G_L1: 6.582 D_real: 0.176 D_fake: 0.024 +(epoch: 27, iters: 26184, time: 0.297, data: 0.019) G_GAN: 4.978 G_L1: 6.363 D_real: 0.057 D_fake: 0.030 +(epoch: 27, iters: 26284, time: 0.299, data: 0.017) G_GAN: 4.332 G_L1: 3.573 D_real: 0.137 D_fake: 0.048 +(epoch: 27, iters: 26384, time: 0.399, data: 0.018) G_GAN: 4.195 G_L1: 4.202 D_real: 0.217 D_fake: 0.055 +(epoch: 27, iters: 26484, time: 0.299, data: 0.019) G_GAN: 2.135 G_L1: 2.889 D_real: 0.609 D_fake: 0.093 +(epoch: 27, iters: 26584, time: 0.292, data: 0.023) G_GAN: 4.234 G_L1: 3.751 D_real: 0.109 D_fake: 0.504 +(epoch: 27, iters: 26684, time: 0.295, data: 0.017) G_GAN: 4.450 G_L1: 3.677 D_real: 0.532 D_fake: 0.029 +(epoch: 27, iters: 26784, time: 0.385, data: 0.016) G_GAN: 3.318 G_L1: 3.865 D_real: 0.228 D_fake: 0.055 +(epoch: 27, iters: 26884, time: 0.290, data: 0.018) G_GAN: 4.694 G_L1: 6.672 D_real: 0.011 D_fake: 0.046 +(epoch: 27, iters: 26984, time: 0.291, data: 0.019) G_GAN: 2.797 G_L1: 4.380 D_real: 0.395 D_fake: 0.071 +(epoch: 27, iters: 27084, time: 0.300, data: 0.015) G_GAN: 7.151 G_L1: 13.677 D_real: 0.022 D_fake: 0.077 +(epoch: 27, iters: 27184, time: 0.388, data: 0.017) G_GAN: 6.483 G_L1: 2.706 D_real: 0.187 D_fake: 0.027 +(epoch: 27, iters: 27284, time: 0.295, data: 0.019) G_GAN: 4.123 G_L1: 3.701 D_real: 0.053 D_fake: 0.158 +(epoch: 27, iters: 27384, time: 0.298, data: 0.018) G_GAN: 3.763 G_L1: 3.747 D_real: 0.227 D_fake: 0.052 +(epoch: 27, iters: 27484, time: 0.303, data: 0.018) G_GAN: 5.787 G_L1: 8.090 D_real: 0.002 D_fake: 0.047 +(epoch: 27, iters: 27584, time: 0.539, data: 0.018) G_GAN: 3.793 G_L1: 3.559 D_real: 0.001 D_fake: 0.320 +(epoch: 27, iters: 27684, time: 0.279, data: 0.019) G_GAN: 4.230 G_L1: 2.918 D_real: 0.325 D_fake: 0.099 +(epoch: 27, iters: 27784, time: 0.301, data: 0.013) G_GAN: 4.948 G_L1: 4.030 D_real: 0.019 D_fake: 0.183 +(epoch: 27, iters: 27884, time: 0.280, data: 0.017) G_GAN: 2.802 G_L1: 4.327 D_real: 0.696 D_fake: 0.038 +(epoch: 27, iters: 27984, time: 0.406, data: 0.014) G_GAN: 2.468 G_L1: 3.106 D_real: 0.080 D_fake: 0.216 +(epoch: 27, iters: 28084, time: 0.297, data: 0.016) G_GAN: 5.335 G_L1: 5.507 D_real: 0.361 D_fake: 0.016 +(epoch: 27, iters: 28184, time: 0.302, data: 0.017) G_GAN: 2.799 G_L1: 3.861 D_real: 0.557 D_fake: 0.074 +(epoch: 27, iters: 28284, time: 0.283, data: 0.023) G_GAN: 3.198 G_L1: 3.058 D_real: 0.325 D_fake: 0.047 +(epoch: 27, iters: 28384, time: 0.374, data: 0.016) G_GAN: 4.418 G_L1: 3.454 D_real: 0.174 D_fake: 0.024 +(epoch: 27, iters: 28484, time: 0.279, data: 0.018) G_GAN: 5.703 G_L1: 4.417 D_real: 0.012 D_fake: 0.016 +(epoch: 27, iters: 28584, time: 0.303, data: 0.015) G_GAN: 7.410 G_L1: 4.566 D_real: 0.165 D_fake: 0.006 +(epoch: 27, iters: 28684, time: 0.291, data: 0.018) G_GAN: 5.337 G_L1: 5.746 D_real: 0.035 D_fake: 0.139 +(epoch: 27, iters: 28784, time: 0.373, data: 0.017) G_GAN: 4.418 G_L1: 4.123 D_real: 0.388 D_fake: 0.016 +(epoch: 27, iters: 28884, time: 0.301, data: 0.018) G_GAN: 3.540 G_L1: 4.271 D_real: 0.049 D_fake: 0.118 +(epoch: 27, iters: 28984, time: 0.300, data: 0.018) G_GAN: 2.487 G_L1: 3.210 D_real: 0.675 D_fake: 0.027 +(epoch: 27, iters: 29084, time: 0.305, data: 0.017) G_GAN: 5.805 G_L1: 3.490 D_real: 0.002 D_fake: 0.068 +(epoch: 27, iters: 29184, time: 0.386, data: 0.018) G_GAN: 4.543 G_L1: 4.730 D_real: 0.245 D_fake: 0.052 +(epoch: 27, iters: 29284, time: 0.301, data: 0.019) G_GAN: 5.704 G_L1: 3.594 D_real: 0.009 D_fake: 0.045 +(epoch: 27, iters: 29384, time: 0.301, data: 0.017) G_GAN: 3.559 G_L1: 4.103 D_real: 0.009 D_fake: 0.160 +(epoch: 27, iters: 29484, time: 0.301, data: 0.017) G_GAN: 4.717 G_L1: 7.072 D_real: 0.027 D_fake: 0.060 +(epoch: 27, iters: 29584, time: 0.571, data: 0.021) G_GAN: 3.673 G_L1: 3.960 D_real: 0.003 D_fake: 0.326 +(epoch: 27, iters: 29684, time: 0.301, data: 0.019) G_GAN: 5.389 G_L1: 5.385 D_real: 0.013 D_fake: 0.133 +(epoch: 27, iters: 29784, time: 0.286, data: 0.018) G_GAN: 3.224 G_L1: 3.631 D_real: 0.232 D_fake: 0.032 +(epoch: 27, iters: 29884, time: 0.304, data: 0.016) G_GAN: 5.643 G_L1: 5.071 D_real: 0.007 D_fake: 0.095 +(epoch: 27, iters: 29984, time: 0.412, data: 0.017) G_GAN: 3.664 G_L1: 3.036 D_real: 0.270 D_fake: 0.128 +(epoch: 27, iters: 30084, time: 0.292, data: 0.017) G_GAN: 4.011 G_L1: 3.304 D_real: 0.082 D_fake: 0.051 +(epoch: 27, iters: 30184, time: 0.301, data: 0.017) G_GAN: 4.973 G_L1: 4.263 D_real: 0.216 D_fake: 0.102 +(epoch: 27, iters: 30284, time: 0.298, data: 0.019) G_GAN: 4.967 G_L1: 3.435 D_real: 0.000 D_fake: 0.277 +(epoch: 27, iters: 30384, time: 0.422, data: 0.018) G_GAN: 6.530 G_L1: 4.331 D_real: 0.003 D_fake: 0.009 +(epoch: 27, iters: 30484, time: 0.304, data: 0.019) G_GAN: 4.654 G_L1: 5.384 D_real: 0.012 D_fake: 0.098 +(epoch: 27, iters: 30584, time: 0.287, data: 0.018) G_GAN: 3.909 G_L1: 2.833 D_real: 0.004 D_fake: 0.145 +(epoch: 27, iters: 30684, time: 0.297, data: 0.018) G_GAN: 3.783 G_L1: 2.686 D_real: 0.495 D_fake: 0.331 +(epoch: 27, iters: 30784, time: 0.419, data: 0.018) G_GAN: 5.778 G_L1: 11.440 D_real: 0.000 D_fake: 0.102 +(epoch: 27, iters: 30884, time: 0.291, data: 0.018) G_GAN: 7.474 G_L1: 4.739 D_real: 0.009 D_fake: 0.004 +(epoch: 27, iters: 30984, time: 0.295, data: 0.017) G_GAN: 4.872 G_L1: 4.436 D_real: 0.005 D_fake: 0.082 +(epoch: 27, iters: 31084, time: 0.277, data: 0.018) G_GAN: 5.256 G_L1: 3.888 D_real: 0.044 D_fake: 0.035 +(epoch: 27, iters: 31184, time: 0.391, data: 0.016) G_GAN: 3.817 G_L1: 5.106 D_real: 0.028 D_fake: 0.171 +(epoch: 27, iters: 31284, time: 0.299, data: 0.018) G_GAN: 4.451 G_L1: 6.644 D_real: 0.077 D_fake: 0.027 +(epoch: 27, iters: 31384, time: 0.289, data: 0.016) G_GAN: 5.860 G_L1: 4.764 D_real: 0.001 D_fake: 0.049 +(epoch: 27, iters: 31484, time: 0.298, data: 0.016) G_GAN: 5.116 G_L1: 5.992 D_real: 0.122 D_fake: 0.022 +(epoch: 27, iters: 31584, time: 0.548, data: 0.021) G_GAN: 4.012 G_L1: 4.278 D_real: 0.133 D_fake: 0.030 +(epoch: 27, iters: 31684, time: 0.302, data: 0.018) G_GAN: 4.416 G_L1: 4.914 D_real: 0.006 D_fake: 0.052 +(epoch: 27, iters: 31784, time: 0.275, data: 0.018) G_GAN: 5.856 G_L1: 3.503 D_real: 0.053 D_fake: 0.213 +(epoch: 27, iters: 31884, time: 0.303, data: 0.016) G_GAN: 8.086 G_L1: 5.119 D_real: 0.076 D_fake: 0.017 +(epoch: 27, iters: 31984, time: 0.386, data: 0.019) G_GAN: 5.776 G_L1: 3.576 D_real: 0.006 D_fake: 0.044 +(epoch: 27, iters: 32084, time: 0.298, data: 0.022) G_GAN: 6.988 G_L1: 4.056 D_real: 0.180 D_fake: 0.233 +(epoch: 27, iters: 32184, time: 0.293, data: 0.017) G_GAN: 4.613 G_L1: 4.342 D_real: 0.146 D_fake: 0.021 +(epoch: 27, iters: 32284, time: 0.292, data: 0.017) G_GAN: 4.324 G_L1: 4.849 D_real: 0.556 D_fake: 0.024 +(epoch: 27, iters: 32384, time: 0.401, data: 0.016) G_GAN: 5.129 G_L1: 5.752 D_real: 0.297 D_fake: 0.044 +(epoch: 27, iters: 32484, time: 0.297, data: 0.016) G_GAN: 4.509 G_L1: 4.376 D_real: 0.101 D_fake: 0.020 +(epoch: 27, iters: 32584, time: 0.302, data: 0.020) G_GAN: 3.236 G_L1: 2.425 D_real: 0.592 D_fake: 0.007 +(epoch: 27, iters: 32684, time: 0.301, data: 0.021) G_GAN: 3.508 G_L1: 5.476 D_real: 0.041 D_fake: 0.155 +(epoch: 27, iters: 32784, time: 0.380, data: 0.018) G_GAN: 5.432 G_L1: 2.870 D_real: 0.014 D_fake: 0.016 +(epoch: 27, iters: 32884, time: 0.298, data: 0.016) G_GAN: 5.626 G_L1: 3.437 D_real: 0.029 D_fake: 0.198 +(epoch: 27, iters: 32984, time: 0.304, data: 0.019) G_GAN: 4.497 G_L1: 4.271 D_real: 0.032 D_fake: 0.056 +(epoch: 27, iters: 33084, time: 0.300, data: 0.020) G_GAN: 5.589 G_L1: 3.737 D_real: 0.044 D_fake: 0.025 +(epoch: 27, iters: 33184, time: 0.415, data: 0.024) G_GAN: 2.416 G_L1: 2.752 D_real: 0.321 D_fake: 0.189 +(epoch: 27, iters: 33284, time: 0.291, data: 0.019) G_GAN: 4.670 G_L1: 5.685 D_real: 0.025 D_fake: 0.019 +(epoch: 27, iters: 33384, time: 0.298, data: 0.015) G_GAN: 4.693 G_L1: 3.825 D_real: 0.473 D_fake: 0.011 +(epoch: 27, iters: 33484, time: 0.292, data: 0.016) G_GAN: 5.879 G_L1: 8.260 D_real: 0.210 D_fake: 0.040 +(epoch: 27, iters: 33584, time: 0.550, data: 0.017) G_GAN: 4.895 G_L1: 3.821 D_real: 0.041 D_fake: 0.035 +(epoch: 27, iters: 33684, time: 0.294, data: 0.018) G_GAN: 4.904 G_L1: 3.278 D_real: 0.151 D_fake: 0.112 +(epoch: 27, iters: 33784, time: 0.298, data: 0.017) G_GAN: 4.184 G_L1: 4.173 D_real: 0.097 D_fake: 0.035 +(epoch: 27, iters: 33884, time: 0.300, data: 0.017) G_GAN: 4.851 G_L1: 11.448 D_real: 0.074 D_fake: 0.147 +(epoch: 27, iters: 33984, time: 0.393, data: 0.018) G_GAN: 4.425 G_L1: 2.572 D_real: 0.147 D_fake: 0.085 +(epoch: 27, iters: 34084, time: 0.291, data: 0.019) G_GAN: 4.906 G_L1: 3.551 D_real: 0.040 D_fake: 0.082 +(epoch: 27, iters: 34184, time: 0.299, data: 0.018) G_GAN: 5.645 G_L1: 3.321 D_real: 0.222 D_fake: 0.046 +(epoch: 27, iters: 34284, time: 0.298, data: 0.018) G_GAN: 3.889 G_L1: 4.530 D_real: 0.135 D_fake: 0.081 +(epoch: 27, iters: 34384, time: 0.413, data: 0.019) G_GAN: 4.978 G_L1: 5.049 D_real: 0.067 D_fake: 0.061 +(epoch: 27, iters: 34484, time: 0.305, data: 0.019) G_GAN: 5.809 G_L1: 5.462 D_real: 0.031 D_fake: 0.075 +(epoch: 27, iters: 34584, time: 0.300, data: 0.018) G_GAN: 4.436 G_L1: 4.666 D_real: 0.392 D_fake: 0.061 +(epoch: 27, iters: 34684, time: 0.299, data: 0.019) G_GAN: 3.942 G_L1: 4.955 D_real: 0.297 D_fake: 0.032 +(epoch: 27, iters: 34784, time: 0.419, data: 0.018) G_GAN: 4.317 G_L1: 5.535 D_real: 0.003 D_fake: 0.033 +(epoch: 27, iters: 34884, time: 0.309, data: 0.018) G_GAN: 5.024 G_L1: 4.417 D_real: 0.210 D_fake: 0.029 +(epoch: 27, iters: 34984, time: 0.299, data: 0.018) G_GAN: 4.410 G_L1: 4.117 D_real: 0.006 D_fake: 0.054 +(epoch: 27, iters: 35084, time: 0.300, data: 0.016) G_GAN: 4.746 G_L1: 4.686 D_real: 0.007 D_fake: 0.202 +(epoch: 27, iters: 35184, time: 0.405, data: 0.019) G_GAN: 3.628 G_L1: 3.831 D_real: 0.373 D_fake: 0.050 +(epoch: 27, iters: 35284, time: 0.304, data: 0.019) G_GAN: 4.389 G_L1: 3.745 D_real: 0.210 D_fake: 0.024 +(epoch: 27, iters: 35384, time: 0.296, data: 0.018) G_GAN: 4.668 G_L1: 4.258 D_real: 0.230 D_fake: 0.010 +(epoch: 27, iters: 35484, time: 0.303, data: 0.018) G_GAN: 3.823 G_L1: 3.871 D_real: 0.047 D_fake: 0.054 +(epoch: 27, iters: 35584, time: 0.560, data: 0.019) G_GAN: 4.782 G_L1: 5.384 D_real: 0.547 D_fake: 0.034 +(epoch: 27, iters: 35684, time: 0.293, data: 0.018) G_GAN: 4.977 G_L1: 4.928 D_real: 0.003 D_fake: 0.047 +(epoch: 27, iters: 35784, time: 0.300, data: 0.016) G_GAN: 5.505 G_L1: 3.779 D_real: 0.022 D_fake: 0.092 +(epoch: 27, iters: 35884, time: 0.296, data: 0.017) G_GAN: 4.999 G_L1: 3.911 D_real: 0.002 D_fake: 0.032 +(epoch: 27, iters: 35984, time: 0.406, data: 0.018) G_GAN: 3.354 G_L1: 4.209 D_real: 0.153 D_fake: 0.030 +(epoch: 27, iters: 36084, time: 0.302, data: 0.019) G_GAN: 8.892 G_L1: 5.750 D_real: 0.035 D_fake: 0.003 +(epoch: 27, iters: 36184, time: 0.290, data: 0.019) G_GAN: 6.384 G_L1: 4.292 D_real: 0.007 D_fake: 0.268 +(epoch: 27, iters: 36284, time: 0.303, data: 0.017) G_GAN: 4.962 G_L1: 3.923 D_real: 0.036 D_fake: 0.003 +(epoch: 27, iters: 36384, time: 0.416, data: 0.017) G_GAN: 1.891 G_L1: 4.898 D_real: 0.000 D_fake: 0.078 +(epoch: 27, iters: 36484, time: 0.303, data: 0.019) G_GAN: 3.843 G_L1: 3.778 D_real: 0.000 D_fake: 0.073 +(epoch: 27, iters: 36584, time: 0.300, data: 0.019) G_GAN: 3.945 G_L1: 5.994 D_real: 0.000 D_fake: 0.282 +(epoch: 27, iters: 36684, time: 0.305, data: 0.018) G_GAN: 3.837 G_L1: 4.471 D_real: 0.000 D_fake: 0.327 +(epoch: 27, iters: 36784, time: 0.416, data: 0.020) G_GAN: 3.910 G_L1: 4.616 D_real: 0.000 D_fake: 0.198 +(epoch: 27, iters: 36884, time: 0.287, data: 0.019) G_GAN: 4.467 G_L1: 5.775 D_real: 0.000 D_fake: 0.263 +(epoch: 27, iters: 36984, time: 0.303, data: 0.015) G_GAN: 4.124 G_L1: 7.784 D_real: 0.000 D_fake: 0.054 +(epoch: 27, iters: 37084, time: 0.300, data: 0.020) G_GAN: 3.332 G_L1: 6.679 D_real: 0.001 D_fake: 0.157 +(epoch: 27, iters: 37184, time: 0.412, data: 0.019) G_GAN: 2.975 G_L1: 4.375 D_real: 0.006 D_fake: 0.151 +(epoch: 27, iters: 37284, time: 0.301, data: 0.019) G_GAN: 4.081 G_L1: 3.793 D_real: 0.001 D_fake: 0.077 +(epoch: 27, iters: 37384, time: 0.293, data: 0.020) G_GAN: 2.370 G_L1: 3.373 D_real: 0.002 D_fake: 0.068 +(epoch: 27, iters: 37484, time: 0.295, data: 0.017) G_GAN: 3.564 G_L1: 5.567 D_real: 0.001 D_fake: 0.214 +(epoch: 27, iters: 37584, time: 0.520, data: 0.018) G_GAN: 1.950 G_L1: 4.377 D_real: 0.001 D_fake: 0.443 +(epoch: 27, iters: 37684, time: 0.302, data: 0.019) G_GAN: 3.502 G_L1: 6.403 D_real: 0.001 D_fake: 0.073 +(epoch: 27, iters: 37784, time: 0.302, data: 0.019) G_GAN: 4.138 G_L1: 7.296 D_real: 0.000 D_fake: 0.727 +(epoch: 27, iters: 37884, time: 0.302, data: 0.018) G_GAN: 4.220 G_L1: 3.474 D_real: 0.000 D_fake: 0.537 +(epoch: 27, iters: 37984, time: 0.408, data: 0.018) G_GAN: 3.748 G_L1: 3.523 D_real: 0.000 D_fake: 0.327 +(epoch: 27, iters: 38084, time: 0.295, data: 0.018) G_GAN: 1.867 G_L1: 4.861 D_real: 0.001 D_fake: 0.353 +(epoch: 27, iters: 38184, time: 0.299, data: 0.016) G_GAN: 3.083 G_L1: 6.168 D_real: 0.002 D_fake: 0.086 +(epoch: 27, iters: 38284, time: 0.301, data: 0.018) G_GAN: 3.693 G_L1: 4.731 D_real: 0.000 D_fake: 0.475 +(epoch: 27, iters: 38384, time: 0.420, data: 0.018) G_GAN: 4.955 G_L1: 8.176 D_real: 0.001 D_fake: 0.078 +(epoch: 27, iters: 38484, time: 0.305, data: 0.020) G_GAN: 2.953 G_L1: 3.453 D_real: 0.000 D_fake: 0.296 +(epoch: 27, iters: 38584, time: 0.303, data: 0.019) G_GAN: 2.019 G_L1: 4.738 D_real: 0.000 D_fake: 0.269 +(epoch: 27, iters: 38684, time: 0.307, data: 0.022) G_GAN: 2.011 G_L1: 3.512 D_real: 0.024 D_fake: 0.118 +(epoch: 27, iters: 38784, time: 0.404, data: 0.018) G_GAN: 1.891 G_L1: 2.858 D_real: 0.244 D_fake: 0.157 +(epoch: 27, iters: 38884, time: 0.302, data: 0.018) G_GAN: 3.313 G_L1: 5.624 D_real: 0.000 D_fake: 0.103 +(epoch: 27, iters: 38984, time: 0.304, data: 0.022) G_GAN: 2.994 G_L1: 3.966 D_real: 0.009 D_fake: 0.138 +(epoch: 27, iters: 39084, time: 0.300, data: 0.020) G_GAN: 3.542 G_L1: 3.834 D_real: 0.000 D_fake: 0.588 +(epoch: 27, iters: 39184, time: 0.425, data: 0.018) G_GAN: 3.639 G_L1: 8.266 D_real: 0.000 D_fake: 0.178 +(epoch: 27, iters: 39284, time: 0.302, data: 0.019) G_GAN: 3.825 G_L1: 6.843 D_real: 0.000 D_fake: 0.086 +(epoch: 27, iters: 39384, time: 0.301, data: 0.021) G_GAN: 3.256 G_L1: 4.089 D_real: 0.000 D_fake: 0.404 +(epoch: 27, iters: 39484, time: 0.308, data: 0.018) G_GAN: 2.192 G_L1: 5.956 D_real: 0.000 D_fake: 0.761 +(epoch: 27, iters: 39584, time: 0.567, data: 0.019) G_GAN: 3.206 G_L1: 5.763 D_real: 0.178 D_fake: 0.188 +(epoch: 27, iters: 39684, time: 0.294, data: 0.020) G_GAN: 3.366 G_L1: 5.042 D_real: 0.000 D_fake: 0.899 +(epoch: 27, iters: 39784, time: 0.292, data: 0.015) G_GAN: 2.718 G_L1: 4.350 D_real: 0.000 D_fake: 0.572 +(epoch: 27, iters: 39884, time: 0.284, data: 0.019) G_GAN: 2.179 G_L1: 4.244 D_real: 0.000 D_fake: 0.612 +(epoch: 27, iters: 39984, time: 0.409, data: 0.018) G_GAN: 2.719 G_L1: 9.889 D_real: 0.000 D_fake: 0.692 +(epoch: 27, iters: 40084, time: 0.285, data: 0.016) G_GAN: 3.757 G_L1: 6.360 D_real: 0.000 D_fake: 0.638 +(epoch: 27, iters: 40184, time: 0.282, data: 0.016) G_GAN: 4.199 G_L1: 9.308 D_real: 0.000 D_fake: 0.309 +(epoch: 27, iters: 40284, time: 0.282, data: 0.020) G_GAN: 1.973 G_L1: 4.158 D_real: 0.000 D_fake: 0.183 +(epoch: 27, iters: 40384, time: 0.396, data: 0.015) G_GAN: 1.813 G_L1: 4.665 D_real: 0.000 D_fake: 0.349 +(epoch: 27, iters: 40484, time: 0.303, data: 0.016) G_GAN: 3.334 G_L1: 5.822 D_real: 0.000 D_fake: 0.351 +(epoch: 27, iters: 40584, time: 0.291, data: 0.022) G_GAN: 2.244 G_L1: 4.423 D_real: 0.000 D_fake: 0.276 +(epoch: 27, iters: 40684, time: 0.301, data: 0.016) G_GAN: 1.530 G_L1: 4.778 D_real: 0.001 D_fake: 0.633 +(epoch: 27, iters: 40784, time: 0.371, data: 0.019) G_GAN: 2.856 G_L1: 5.151 D_real: 0.001 D_fake: 0.236 +(epoch: 27, iters: 40884, time: 0.289, data: 0.019) G_GAN: 3.286 G_L1: 4.149 D_real: 0.001 D_fake: 0.085 +(epoch: 27, iters: 40984, time: 0.291, data: 0.015) G_GAN: 3.857 G_L1: 5.131 D_real: 0.001 D_fake: 1.137 +(epoch: 27, iters: 41084, time: 0.296, data: 0.021) G_GAN: 1.804 G_L1: 4.411 D_real: 0.000 D_fake: 0.511 +(epoch: 27, iters: 41184, time: 0.413, data: 0.018) G_GAN: 2.193 G_L1: 4.686 D_real: 0.000 D_fake: 1.349 +(epoch: 27, iters: 41284, time: 0.290, data: 0.016) G_GAN: 1.484 G_L1: 4.302 D_real: 0.000 D_fake: 0.962 +(epoch: 27, iters: 41384, time: 0.292, data: 0.017) G_GAN: 1.507 G_L1: 3.643 D_real: 0.001 D_fake: 0.898 +(epoch: 27, iters: 41484, time: 0.292, data: 0.017) G_GAN: 2.572 G_L1: 4.243 D_real: 0.005 D_fake: 0.246 +(epoch: 27, iters: 41584, time: 0.555, data: 0.017) G_GAN: 2.514 G_L1: 6.821 D_real: 0.000 D_fake: 0.329 +(epoch: 27, iters: 41684, time: 0.288, data: 0.018) G_GAN: 2.382 G_L1: 4.254 D_real: 0.001 D_fake: 0.237 +(epoch: 27, iters: 41784, time: 0.285, data: 0.016) G_GAN: 3.003 G_L1: 3.754 D_real: 0.002 D_fake: 0.501 +(epoch: 27, iters: 41884, time: 0.297, data: 0.017) G_GAN: 2.878 G_L1: 5.043 D_real: 0.002 D_fake: 0.391 +(epoch: 27, iters: 41984, time: 0.404, data: 0.016) G_GAN: 2.090 G_L1: 5.209 D_real: 0.000 D_fake: 0.305 +(epoch: 27, iters: 42084, time: 0.308, data: 0.017) G_GAN: 1.614 G_L1: 4.095 D_real: 0.002 D_fake: 0.651 +(epoch: 27, iters: 42184, time: 0.291, data: 0.018) G_GAN: 3.987 G_L1: 7.073 D_real: 0.001 D_fake: 0.078 +(epoch: 27, iters: 42284, time: 0.277, data: 0.017) G_GAN: 3.472 G_L1: 6.261 D_real: 0.008 D_fake: 0.163 +(epoch: 27, iters: 42384, time: 0.412, data: 0.014) G_GAN: 3.092 G_L1: 12.064 D_real: 0.001 D_fake: 0.135 +(epoch: 27, iters: 42484, time: 0.279, data: 0.018) G_GAN: 1.940 G_L1: 4.511 D_real: 0.056 D_fake: 0.368 +(epoch: 27, iters: 42584, time: 0.276, data: 0.016) G_GAN: 1.455 G_L1: 3.137 D_real: 0.334 D_fake: 0.605 +(epoch: 27, iters: 42684, time: 0.299, data: 0.016) G_GAN: 2.309 G_L1: 4.543 D_real: 0.000 D_fake: 0.351 +(epoch: 27, iters: 42784, time: 0.412, data: 0.018) G_GAN: 2.586 G_L1: 4.021 D_real: 0.000 D_fake: 0.421 +(epoch: 27, iters: 42884, time: 0.284, data: 0.018) G_GAN: 3.020 G_L1: 3.561 D_real: 0.001 D_fake: 0.164 +(epoch: 27, iters: 42984, time: 0.293, data: 0.016) G_GAN: 3.201 G_L1: 5.912 D_real: 0.001 D_fake: 0.079 +(epoch: 27, iters: 43084, time: 0.285, data: 0.019) G_GAN: 2.114 G_L1: 3.783 D_real: 0.001 D_fake: 0.421 +(epoch: 27, iters: 43184, time: 0.408, data: 0.014) G_GAN: 2.694 G_L1: 3.595 D_real: 0.001 D_fake: 0.279 +(epoch: 27, iters: 43284, time: 0.265, data: 0.018) G_GAN: 2.021 G_L1: 6.960 D_real: 0.001 D_fake: 0.408 +(epoch: 27, iters: 43384, time: 0.268, data: 0.013) G_GAN: 1.740 G_L1: 3.300 D_real: 0.000 D_fake: 1.485 +(epoch: 27, iters: 43484, time: 0.289, data: 0.014) G_GAN: 2.251 G_L1: 4.547 D_real: 0.001 D_fake: 0.262 +(epoch: 27, iters: 43584, time: 0.563, data: 0.019) G_GAN: 1.269 G_L1: 3.586 D_real: 0.101 D_fake: 0.752 +(epoch: 27, iters: 43684, time: 0.292, data: 0.014) G_GAN: 1.943 G_L1: 3.850 D_real: 0.002 D_fake: 0.171 +(epoch: 27, iters: 43784, time: 0.287, data: 0.015) G_GAN: 1.534 G_L1: 4.580 D_real: 0.009 D_fake: 0.660 +(epoch: 27, iters: 43884, time: 0.288, data: 0.016) G_GAN: 1.637 G_L1: 4.316 D_real: 0.000 D_fake: 0.419 +(epoch: 27, iters: 43984, time: 0.407, data: 0.016) G_GAN: 2.644 G_L1: 3.692 D_real: 0.000 D_fake: 0.380 +(epoch: 27, iters: 44084, time: 0.288, data: 0.018) G_GAN: 1.946 G_L1: 3.891 D_real: 0.472 D_fake: 0.413 +(epoch: 27, iters: 44184, time: 0.274, data: 0.017) G_GAN: 1.317 G_L1: 4.085 D_real: 0.003 D_fake: 0.266 +(epoch: 27, iters: 44284, time: 0.281, data: 0.015) G_GAN: 2.368 G_L1: 4.742 D_real: 0.000 D_fake: 0.289 +(epoch: 27, iters: 44384, time: 0.388, data: 0.014) G_GAN: 2.068 G_L1: 3.440 D_real: 0.001 D_fake: 0.362 +(epoch: 27, iters: 44484, time: 0.283, data: 0.017) G_GAN: 2.041 G_L1: 5.984 D_real: 0.000 D_fake: 0.762 +(epoch: 27, iters: 44584, time: 0.289, data: 0.015) G_GAN: 2.355 G_L1: 4.944 D_real: 0.000 D_fake: 0.273 +(epoch: 27, iters: 44684, time: 0.304, data: 0.019) G_GAN: 1.405 G_L1: 3.405 D_real: 0.000 D_fake: 0.251 +(epoch: 27, iters: 44784, time: 0.424, data: 0.018) G_GAN: 2.050 G_L1: 7.490 D_real: 0.007 D_fake: 0.299 +(epoch: 27, iters: 44884, time: 0.289, data: 0.023) G_GAN: 2.824 G_L1: 9.397 D_real: 0.018 D_fake: 0.560 +(epoch: 27, iters: 44984, time: 0.294, data: 0.017) G_GAN: 1.456 G_L1: 3.254 D_real: 0.001 D_fake: 0.287 +(epoch: 27, iters: 45084, time: 0.276, data: 0.019) G_GAN: 2.350 G_L1: 5.482 D_real: 0.005 D_fake: 0.350 +(epoch: 27, iters: 45184, time: 0.395, data: 0.015) G_GAN: 1.621 G_L1: 5.275 D_real: 0.000 D_fake: 1.001 +(epoch: 27, iters: 45284, time: 0.291, data: 0.017) G_GAN: 3.271 G_L1: 5.243 D_real: 0.142 D_fake: 0.209 +(epoch: 27, iters: 45384, time: 0.278, data: 0.017) G_GAN: 1.408 G_L1: 4.480 D_real: 0.002 D_fake: 0.708 +(epoch: 27, iters: 45484, time: 0.290, data: 0.015) G_GAN: 1.968 G_L1: 4.914 D_real: 0.003 D_fake: 0.484 +(epoch: 27, iters: 45584, time: 0.554, data: 0.017) G_GAN: 1.433 G_L1: 4.394 D_real: 0.026 D_fake: 0.501 +(epoch: 27, iters: 45684, time: 0.272, data: 0.019) G_GAN: 2.399 G_L1: 4.475 D_real: 0.015 D_fake: 0.904 +(epoch: 27, iters: 45784, time: 0.296, data: 0.014) G_GAN: 1.411 G_L1: 3.433 D_real: 0.001 D_fake: 0.571 +(epoch: 27, iters: 45884, time: 0.280, data: 0.017) G_GAN: 1.942 G_L1: 4.085 D_real: 0.000 D_fake: 1.518 +(epoch: 27, iters: 45984, time: 0.422, data: 0.017) G_GAN: 3.054 G_L1: 3.933 D_real: 0.001 D_fake: 0.326 +(epoch: 27, iters: 46084, time: 0.296, data: 0.018) G_GAN: 1.333 G_L1: 3.419 D_real: 0.023 D_fake: 0.520 +(epoch: 27, iters: 46184, time: 0.289, data: 0.018) G_GAN: 1.694 G_L1: 3.798 D_real: 0.004 D_fake: 0.323 +(epoch: 27, iters: 46284, time: 0.293, data: 0.017) G_GAN: 1.976 G_L1: 4.768 D_real: 0.003 D_fake: 0.344 +(epoch: 27, iters: 46384, time: 0.410, data: 0.017) G_GAN: 3.549 G_L1: 7.093 D_real: 0.093 D_fake: 0.079 +(epoch: 27, iters: 46484, time: 0.294, data: 0.018) G_GAN: 1.469 G_L1: 4.932 D_real: 0.008 D_fake: 0.344 +(epoch: 27, iters: 46584, time: 0.290, data: 0.015) G_GAN: 2.562 G_L1: 4.688 D_real: 0.008 D_fake: 0.367 +(epoch: 27, iters: 46684, time: 0.294, data: 0.017) G_GAN: 2.013 G_L1: 3.886 D_real: 0.004 D_fake: 0.276 +(epoch: 27, iters: 46784, time: 0.411, data: 0.017) G_GAN: 2.437 G_L1: 5.706 D_real: 0.001 D_fake: 0.204 +(epoch: 27, iters: 46884, time: 0.296, data: 0.018) G_GAN: 2.873 G_L1: 5.317 D_real: 0.032 D_fake: 0.241 +(epoch: 27, iters: 46984, time: 0.285, data: 0.016) G_GAN: 2.946 G_L1: 4.685 D_real: 0.000 D_fake: 0.702 +(epoch: 27, iters: 47084, time: 0.281, data: 0.014) G_GAN: 2.261 G_L1: 5.877 D_real: 0.013 D_fake: 0.153 +(epoch: 27, iters: 47184, time: 0.415, data: 0.016) G_GAN: 2.138 G_L1: 4.148 D_real: 0.004 D_fake: 0.430 +(epoch: 27, iters: 47284, time: 0.288, data: 0.018) G_GAN: 3.464 G_L1: 5.631 D_real: 0.006 D_fake: 0.203 +(epoch: 27, iters: 47384, time: 0.296, data: 0.015) G_GAN: 2.382 G_L1: 4.840 D_real: 0.004 D_fake: 0.296 +(epoch: 27, iters: 47484, time: 0.280, data: 0.016) G_GAN: 2.024 G_L1: 3.611 D_real: 0.002 D_fake: 0.420 +(epoch: 27, iters: 47584, time: 0.551, data: 0.016) G_GAN: 2.903 G_L1: 6.282 D_real: 0.000 D_fake: 0.162 +(epoch: 27, iters: 47684, time: 0.305, data: 0.020) G_GAN: 1.587 G_L1: 4.779 D_real: 0.004 D_fake: 0.370 +(epoch: 27, iters: 47784, time: 0.290, data: 0.017) G_GAN: 2.393 G_L1: 4.610 D_real: 0.003 D_fake: 0.144 +(epoch: 27, iters: 47884, time: 0.294, data: 0.018) G_GAN: 3.789 G_L1: 5.194 D_real: 0.071 D_fake: 0.093 +(epoch: 27, iters: 47984, time: 0.375, data: 0.019) G_GAN: 5.511 G_L1: 5.999 D_real: 0.047 D_fake: 0.074 +(epoch: 27, iters: 48084, time: 0.290, data: 0.021) G_GAN: 3.310 G_L1: 5.009 D_real: 0.000 D_fake: 0.246 +(epoch: 27, iters: 48184, time: 0.288, data: 0.021) G_GAN: 2.629 G_L1: 4.898 D_real: 0.004 D_fake: 0.311 +(epoch: 27, iters: 48284, time: 0.287, data: 0.018) G_GAN: 4.335 G_L1: 7.097 D_real: 0.017 D_fake: 0.357 +(epoch: 27, iters: 48384, time: 0.396, data: 0.016) G_GAN: 3.334 G_L1: 4.666 D_real: 0.002 D_fake: 0.583 +(epoch: 27, iters: 48484, time: 0.289, data: 0.017) G_GAN: 4.018 G_L1: 3.497 D_real: 0.030 D_fake: 0.139 +(epoch: 27, iters: 48584, time: 0.297, data: 0.015) G_GAN: 3.929 G_L1: 6.594 D_real: 0.012 D_fake: 0.442 +(epoch: 27, iters: 48684, time: 0.294, data: 0.017) G_GAN: 2.134 G_L1: 4.146 D_real: 0.104 D_fake: 0.261 +(epoch: 27, iters: 48784, time: 0.412, data: 0.018) G_GAN: 3.494 G_L1: 5.873 D_real: 0.000 D_fake: 0.245 +(epoch: 27, iters: 48884, time: 0.276, data: 0.018) G_GAN: 4.660 G_L1: 3.979 D_real: 0.002 D_fake: 0.077 +(epoch: 27, iters: 48984, time: 0.296, data: 0.015) G_GAN: 4.171 G_L1: 5.165 D_real: 0.052 D_fake: 0.319 +(epoch: 27, iters: 49084, time: 0.286, data: 0.016) G_GAN: 4.850 G_L1: 5.042 D_real: 0.006 D_fake: 1.350 +(epoch: 27, iters: 49184, time: 0.392, data: 0.015) G_GAN: 3.055 G_L1: 7.811 D_real: 0.000 D_fake: 0.342 +(epoch: 27, iters: 49284, time: 0.287, data: 0.016) G_GAN: 3.075 G_L1: 3.475 D_real: 0.103 D_fake: 0.120 +(epoch: 27, iters: 49384, time: 0.292, data: 0.016) G_GAN: 1.485 G_L1: 4.288 D_real: 0.000 D_fake: 0.215 +(epoch: 27, iters: 49484, time: 0.282, data: 0.016) G_GAN: 3.395 G_L1: 4.532 D_real: 0.000 D_fake: 0.144 +(epoch: 27, iters: 49584, time: 0.550, data: 0.020) G_GAN: 3.729 G_L1: 5.447 D_real: 0.003 D_fake: 0.217 +(epoch: 27, iters: 49684, time: 0.300, data: 0.018) G_GAN: 3.111 G_L1: 4.907 D_real: 0.000 D_fake: 0.285 +(epoch: 27, iters: 49784, time: 0.299, data: 0.022) G_GAN: 2.410 G_L1: 5.466 D_real: 0.000 D_fake: 0.264 +(epoch: 27, iters: 49884, time: 0.294, data: 0.019) G_GAN: 3.085 G_L1: 4.854 D_real: 0.000 D_fake: 0.114 +(epoch: 27, iters: 49984, time: 0.415, data: 0.016) G_GAN: 3.707 G_L1: 5.315 D_real: 0.002 D_fake: 0.207 +(epoch: 27, iters: 50084, time: 0.296, data: 0.017) G_GAN: 3.650 G_L1: 5.699 D_real: 0.005 D_fake: 0.207 +(epoch: 27, iters: 50184, time: 0.294, data: 0.018) G_GAN: 3.769 G_L1: 4.280 D_real: 0.002 D_fake: 0.208 +(epoch: 27, iters: 50284, time: 0.299, data: 0.018) G_GAN: 2.860 G_L1: 4.991 D_real: 0.000 D_fake: 0.285 +(epoch: 27, iters: 50384, time: 0.420, data: 0.017) G_GAN: 2.748 G_L1: 7.959 D_real: 0.018 D_fake: 0.372 +(epoch: 27, iters: 50484, time: 0.307, data: 0.018) G_GAN: 1.714 G_L1: 5.295 D_real: 0.009 D_fake: 0.993 +(epoch: 27, iters: 50584, time: 0.304, data: 0.018) G_GAN: 2.693 G_L1: 4.818 D_real: 0.000 D_fake: 0.082 +(epoch: 27, iters: 50684, time: 0.296, data: 0.020) G_GAN: 2.129 G_L1: 3.745 D_real: 0.022 D_fake: 0.852 +(epoch: 27, iters: 50784, time: 0.428, data: 0.019) G_GAN: 1.984 G_L1: 4.424 D_real: 0.000 D_fake: 0.377 +(epoch: 27, iters: 50884, time: 0.302, data: 0.018) G_GAN: 1.735 G_L1: 3.958 D_real: 0.002 D_fake: 0.225 +(epoch: 27, iters: 50984, time: 0.294, data: 0.019) G_GAN: 2.798 G_L1: 4.628 D_real: 0.000 D_fake: 0.923 +(epoch: 27, iters: 51084, time: 0.298, data: 0.017) G_GAN: 1.762 G_L1: 5.098 D_real: 0.002 D_fake: 0.433 +(epoch: 27, iters: 51184, time: 0.413, data: 0.019) G_GAN: 2.312 G_L1: 6.252 D_real: 0.000 D_fake: 0.564 +(epoch: 27, iters: 51284, time: 0.291, data: 0.020) G_GAN: 1.371 G_L1: 5.680 D_real: 0.002 D_fake: 1.166 +(epoch: 27, iters: 51384, time: 0.302, data: 0.017) G_GAN: 1.619 G_L1: 4.619 D_real: 0.000 D_fake: 1.000 +(epoch: 27, iters: 51484, time: 0.300, data: 0.018) G_GAN: 2.135 G_L1: 4.826 D_real: 0.000 D_fake: 0.326 +(epoch: 27, iters: 51584, time: 0.552, data: 0.017) G_GAN: 1.243 G_L1: 4.846 D_real: 0.039 D_fake: 0.265 +(epoch: 27, iters: 51684, time: 0.295, data: 0.018) G_GAN: 2.960 G_L1: 5.705 D_real: 0.002 D_fake: 0.449 +(epoch: 27, iters: 51784, time: 0.288, data: 0.018) G_GAN: 2.267 G_L1: 4.753 D_real: 0.003 D_fake: 0.464 +(epoch: 27, iters: 51884, time: 0.298, data: 0.016) G_GAN: 1.563 G_L1: 5.435 D_real: 0.000 D_fake: 0.883 +(epoch: 27, iters: 51984, time: 0.415, data: 0.018) G_GAN: 2.182 G_L1: 4.417 D_real: 0.000 D_fake: 0.393 +(epoch: 27, iters: 52084, time: 0.301, data: 0.020) G_GAN: 1.375 G_L1: 5.883 D_real: 0.001 D_fake: 0.290 +(epoch: 27, iters: 52184, time: 0.293, data: 0.018) G_GAN: 1.541 G_L1: 3.677 D_real: 0.000 D_fake: 0.300 +(epoch: 27, iters: 52284, time: 0.299, data: 0.015) G_GAN: 2.090 G_L1: 4.721 D_real: 0.000 D_fake: 0.808 +(epoch: 27, iters: 52384, time: 0.394, data: 0.016) G_GAN: 1.709 G_L1: 4.370 D_real: 0.000 D_fake: 0.369 +(epoch: 27, iters: 52484, time: 0.295, data: 0.019) G_GAN: 1.909 G_L1: 5.585 D_real: 0.000 D_fake: 0.907 +(epoch: 27, iters: 52584, time: 0.301, data: 0.017) G_GAN: 1.811 G_L1: 3.796 D_real: 0.002 D_fake: 0.467 +(epoch: 27, iters: 52684, time: 0.304, data: 0.018) G_GAN: 1.697 G_L1: 4.927 D_real: 0.000 D_fake: 0.329 +(epoch: 27, iters: 52784, time: 0.415, data: 0.019) G_GAN: 2.140 G_L1: 5.007 D_real: 0.008 D_fake: 0.246 +(epoch: 27, iters: 52884, time: 0.292, data: 0.018) G_GAN: 2.169 G_L1: 5.175 D_real: 0.000 D_fake: 0.674 +(epoch: 27, iters: 52984, time: 0.300, data: 0.016) G_GAN: 2.128 G_L1: 8.990 D_real: 0.312 D_fake: 0.415 +(epoch: 27, iters: 53084, time: 0.290, data: 0.018) G_GAN: 1.158 G_L1: 4.101 D_real: 0.003 D_fake: 0.453 +(epoch: 27, iters: 53184, time: 0.414, data: 0.018) G_GAN: 1.608 G_L1: 4.811 D_real: 0.006 D_fake: 0.461 +(epoch: 27, iters: 53284, time: 0.291, data: 0.019) G_GAN: 1.672 G_L1: 4.278 D_real: 0.000 D_fake: 0.501 +(epoch: 27, iters: 53384, time: 0.308, data: 0.018) G_GAN: 2.057 G_L1: 6.487 D_real: 0.000 D_fake: 0.378 +(epoch: 27, iters: 53484, time: 0.304, data: 0.019) G_GAN: 1.902 G_L1: 4.844 D_real: 0.001 D_fake: 0.365 +(epoch: 27, iters: 53584, time: 0.527, data: 0.018) G_GAN: 1.891 G_L1: 4.023 D_real: 0.000 D_fake: 0.586 +(epoch: 27, iters: 53684, time: 0.302, data: 0.019) G_GAN: 1.047 G_L1: 4.098 D_real: 0.004 D_fake: 0.889 +(epoch: 27, iters: 53784, time: 0.297, data: 0.019) G_GAN: 2.357 G_L1: 3.997 D_real: 0.003 D_fake: 0.153 +(epoch: 27, iters: 53884, time: 0.301, data: 0.017) G_GAN: 2.488 G_L1: 4.720 D_real: 0.006 D_fake: 0.691 +(epoch: 27, iters: 53984, time: 0.422, data: 0.018) G_GAN: 1.815 G_L1: 5.836 D_real: 0.024 D_fake: 0.289 +(epoch: 27, iters: 54084, time: 0.300, data: 0.019) G_GAN: 2.039 G_L1: 3.816 D_real: 0.009 D_fake: 0.368 +(epoch: 27, iters: 54184, time: 0.302, data: 0.017) G_GAN: 1.843 G_L1: 5.391 D_real: 0.795 D_fake: 0.265 +(epoch: 27, iters: 54284, time: 0.298, data: 0.017) G_GAN: 2.939 G_L1: 3.442 D_real: 0.052 D_fake: 0.221 +(epoch: 27, iters: 54384, time: 0.407, data: 0.017) G_GAN: 3.877 G_L1: 4.266 D_real: 0.041 D_fake: 0.106 +(epoch: 27, iters: 54484, time: 0.302, data: 0.019) G_GAN: 2.790 G_L1: 3.272 D_real: 0.403 D_fake: 0.103 +(epoch: 27, iters: 54584, time: 0.298, data: 0.018) G_GAN: 3.415 G_L1: 4.873 D_real: 0.301 D_fake: 0.235 +(epoch: 27, iters: 54684, time: 0.288, data: 0.019) G_GAN: 3.440 G_L1: 5.409 D_real: 0.061 D_fake: 0.136 +(epoch: 27, iters: 54784, time: 0.384, data: 0.017) G_GAN: 3.483 G_L1: 3.300 D_real: 0.064 D_fake: 0.124 +(epoch: 27, iters: 54884, time: 0.299, data: 0.019) G_GAN: 3.938 G_L1: 4.736 D_real: 0.153 D_fake: 0.728 +(epoch: 27, iters: 54984, time: 0.295, data: 0.019) G_GAN: 3.632 G_L1: 10.616 D_real: 0.105 D_fake: 0.380 +(epoch: 27, iters: 55084, time: 0.287, data: 0.017) G_GAN: 2.996 G_L1: 2.830 D_real: 0.022 D_fake: 0.170 +(epoch: 27, iters: 55184, time: 0.407, data: 0.017) G_GAN: 3.085 G_L1: 3.944 D_real: 0.018 D_fake: 0.217 +(epoch: 27, iters: 55284, time: 0.304, data: 0.018) G_GAN: 2.802 G_L1: 3.800 D_real: 0.329 D_fake: 0.485 +(epoch: 27, iters: 55384, time: 0.294, data: 0.019) G_GAN: 4.330 G_L1: 3.743 D_real: 0.017 D_fake: 0.060 +(epoch: 27, iters: 55484, time: 0.303, data: 0.017) G_GAN: 3.235 G_L1: 4.807 D_real: 0.119 D_fake: 0.523 +(epoch: 27, iters: 55584, time: 0.514, data: 0.018) G_GAN: 4.404 G_L1: 3.886 D_real: 0.154 D_fake: 0.020 +(epoch: 27, iters: 55684, time: 0.298, data: 0.017) G_GAN: 2.118 G_L1: 6.296 D_real: 0.039 D_fake: 0.232 +(epoch: 27, iters: 55784, time: 0.300, data: 0.018) G_GAN: 5.554 G_L1: 4.578 D_real: 0.001 D_fake: 0.153 +(epoch: 27, iters: 55884, time: 0.303, data: 0.018) G_GAN: 2.657 G_L1: 4.120 D_real: 0.000 D_fake: 0.121 +(epoch: 27, iters: 55984, time: 0.425, data: 0.018) G_GAN: 3.361 G_L1: 5.006 D_real: 0.115 D_fake: 0.114 +(epoch: 27, iters: 56084, time: 0.282, data: 0.019) G_GAN: 2.552 G_L1: 10.902 D_real: 0.028 D_fake: 0.275 +(epoch: 27, iters: 56184, time: 0.296, data: 0.016) G_GAN: 2.800 G_L1: 5.589 D_real: 0.010 D_fake: 0.242 +(epoch: 27, iters: 56284, time: 0.294, data: 0.020) G_GAN: 4.034 G_L1: 6.808 D_real: 0.011 D_fake: 0.175 +(epoch: 27, iters: 56384, time: 0.378, data: 0.017) G_GAN: 5.988 G_L1: 3.859 D_real: 0.006 D_fake: 0.026 +(epoch: 27, iters: 56484, time: 0.304, data: 0.019) G_GAN: 4.843 G_L1: 7.480 D_real: 0.369 D_fake: 0.232 +(epoch: 27, iters: 56584, time: 0.298, data: 0.019) G_GAN: 3.180 G_L1: 5.223 D_real: 1.044 D_fake: 0.105 +(epoch: 27, iters: 56684, time: 0.300, data: 0.017) G_GAN: 6.092 G_L1: 4.997 D_real: 0.002 D_fake: 0.006 +(epoch: 27, iters: 56784, time: 0.407, data: 0.018) G_GAN: 2.486 G_L1: 4.485 D_real: 0.059 D_fake: 0.292 +(epoch: 27, iters: 56884, time: 0.294, data: 0.019) G_GAN: 3.668 G_L1: 5.610 D_real: 0.002 D_fake: 0.266 +(epoch: 27, iters: 56984, time: 0.286, data: 0.018) G_GAN: 3.781 G_L1: 6.400 D_real: 0.008 D_fake: 0.329 +(epoch: 27, iters: 57084, time: 0.295, data: 0.016) G_GAN: 3.075 G_L1: 3.798 D_real: 0.000 D_fake: 0.186 +(epoch: 27, iters: 57184, time: 0.385, data: 0.017) G_GAN: 2.251 G_L1: 3.747 D_real: 0.001 D_fake: 0.546 +(epoch: 27, iters: 57284, time: 0.294, data: 0.018) G_GAN: 1.981 G_L1: 4.257 D_real: 0.003 D_fake: 0.523 +(epoch: 27, iters: 57384, time: 0.302, data: 0.016) G_GAN: 2.815 G_L1: 4.789 D_real: 0.001 D_fake: 0.223 +(epoch: 27, iters: 57484, time: 0.292, data: 0.018) G_GAN: 3.419 G_L1: 6.244 D_real: 0.001 D_fake: 0.613 +(epoch: 27, iters: 57584, time: 0.556, data: 0.017) G_GAN: 2.162 G_L1: 4.577 D_real: 0.000 D_fake: 0.222 +(epoch: 27, iters: 57684, time: 0.298, data: 0.017) G_GAN: 3.611 G_L1: 4.110 D_real: 0.008 D_fake: 0.093 +(epoch: 27, iters: 57784, time: 0.301, data: 0.018) G_GAN: 2.819 G_L1: 8.276 D_real: 0.062 D_fake: 0.579 +(epoch: 27, iters: 57884, time: 0.292, data: 0.020) G_GAN: 2.735 G_L1: 6.262 D_real: 0.000 D_fake: 0.353 +(epoch: 27, iters: 57984, time: 0.419, data: 0.017) G_GAN: 2.201 G_L1: 5.517 D_real: 0.000 D_fake: 0.190 +(epoch: 27, iters: 58084, time: 0.284, data: 0.019) G_GAN: 2.389 G_L1: 4.733 D_real: 0.000 D_fake: 0.499 +(epoch: 27, iters: 58184, time: 0.298, data: 0.020) G_GAN: 2.481 G_L1: 4.752 D_real: 0.000 D_fake: 0.220 +(epoch: 27, iters: 58284, time: 0.287, data: 0.016) G_GAN: 1.287 G_L1: 3.555 D_real: 0.000 D_fake: 0.228 +(epoch: 27, iters: 58384, time: 0.422, data: 0.015) G_GAN: 2.201 G_L1: 5.067 D_real: 0.000 D_fake: 0.158 +(epoch: 27, iters: 58484, time: 0.289, data: 0.019) G_GAN: 1.821 G_L1: 3.431 D_real: 0.001 D_fake: 0.357 +(epoch: 27, iters: 58584, time: 0.268, data: 0.016) G_GAN: 2.338 G_L1: 4.263 D_real: 0.001 D_fake: 0.236 +(epoch: 27, iters: 58684, time: 0.285, data: 0.015) G_GAN: 1.828 G_L1: 3.700 D_real: 0.000 D_fake: 0.272 +(epoch: 27, iters: 58784, time: 0.384, data: 0.016) G_GAN: 1.778 G_L1: 4.553 D_real: 0.000 D_fake: 0.184 +(epoch: 27, iters: 58884, time: 0.303, data: 0.019) G_GAN: 2.508 G_L1: 5.688 D_real: 0.001 D_fake: 0.181 +(epoch: 27, iters: 58984, time: 0.299, data: 0.017) G_GAN: 2.574 G_L1: 5.643 D_real: 0.000 D_fake: 0.488 +(epoch: 27, iters: 59084, time: 0.298, data: 0.017) G_GAN: 0.939 G_L1: 4.735 D_real: 0.000 D_fake: 0.565 +(epoch: 27, iters: 59184, time: 0.412, data: 0.019) G_GAN: 1.971 G_L1: 3.695 D_real: 0.001 D_fake: 0.383 +(epoch: 27, iters: 59284, time: 0.302, data: 0.018) G_GAN: 2.433 G_L1: 3.549 D_real: 0.012 D_fake: 0.166 +(epoch: 27, iters: 59384, time: 0.283, data: 0.017) G_GAN: 1.825 G_L1: 4.408 D_real: 0.016 D_fake: 0.295 +(epoch: 27, iters: 59484, time: 0.302, data: 0.015) G_GAN: 2.205 G_L1: 6.233 D_real: 0.002 D_fake: 0.361 +(epoch: 27, iters: 59584, time: 0.554, data: 0.018) G_GAN: 2.673 G_L1: 5.931 D_real: 0.001 D_fake: 0.280 +(epoch: 27, iters: 59684, time: 0.300, data: 0.019) G_GAN: 1.991 G_L1: 4.619 D_real: 0.001 D_fake: 1.121 +(epoch: 27, iters: 59784, time: 0.294, data: 0.017) G_GAN: 2.020 G_L1: 5.134 D_real: 0.000 D_fake: 0.147 +(epoch: 27, iters: 59884, time: 0.298, data: 0.017) G_GAN: 2.475 G_L1: 6.082 D_real: 0.002 D_fake: 0.137 +(epoch: 27, iters: 59984, time: 0.419, data: 0.018) G_GAN: 2.521 G_L1: 4.466 D_real: 0.003 D_fake: 0.108 +(epoch: 28, iters: 68, time: 0.293, data: 0.018) G_GAN: 3.585 G_L1: 5.179 D_real: 0.000 D_fake: 0.067 +(epoch: 28, iters: 168, time: 0.298, data: 0.019) G_GAN: 1.525 G_L1: 3.729 D_real: 0.000 D_fake: 0.594 +(epoch: 28, iters: 268, time: 0.302, data: 0.018) G_GAN: 1.539 G_L1: 4.119 D_real: 0.001 D_fake: 0.333 +(epoch: 28, iters: 368, time: 0.572, data: 0.018) G_GAN: 1.859 G_L1: 5.297 D_real: 0.001 D_fake: 0.599 +(epoch: 28, iters: 468, time: 0.292, data: 0.018) G_GAN: 1.994 G_L1: 4.651 D_real: 0.000 D_fake: 0.232 +(epoch: 28, iters: 568, time: 0.297, data: 0.016) G_GAN: 2.105 G_L1: 4.702 D_real: 0.010 D_fake: 1.193 +(epoch: 28, iters: 668, time: 0.293, data: 0.017) G_GAN: 2.160 G_L1: 4.213 D_real: 0.000 D_fake: 0.533 +(epoch: 28, iters: 768, time: 0.412, data: 0.018) G_GAN: 2.151 G_L1: 6.841 D_real: 0.000 D_fake: 0.266 +(epoch: 28, iters: 868, time: 0.289, data: 0.019) G_GAN: 0.977 G_L1: 3.826 D_real: 0.011 D_fake: 0.622 +(epoch: 28, iters: 968, time: 0.294, data: 0.018) G_GAN: 2.456 G_L1: 5.223 D_real: 0.022 D_fake: 0.492 +(epoch: 28, iters: 1068, time: 0.295, data: 0.019) G_GAN: 2.131 G_L1: 4.974 D_real: 0.008 D_fake: 0.367 +(epoch: 28, iters: 1168, time: 0.418, data: 0.017) G_GAN: 1.638 G_L1: 4.226 D_real: 0.000 D_fake: 0.545 +(epoch: 28, iters: 1268, time: 0.293, data: 0.019) G_GAN: 3.631 G_L1: 5.573 D_real: 0.159 D_fake: 0.234 +(epoch: 28, iters: 1368, time: 0.295, data: 0.019) G_GAN: 2.567 G_L1: 3.924 D_real: 0.017 D_fake: 0.554 +(epoch: 28, iters: 1468, time: 0.293, data: 0.019) G_GAN: 2.188 G_L1: 5.600 D_real: 0.007 D_fake: 0.460 +(epoch: 28, iters: 1568, time: 0.549, data: 0.018) G_GAN: 2.807 G_L1: 4.269 D_real: 0.231 D_fake: 0.289 +(epoch: 28, iters: 1668, time: 0.301, data: 0.018) G_GAN: 3.194 G_L1: 4.145 D_real: 0.060 D_fake: 0.158 +(epoch: 28, iters: 1768, time: 0.293, data: 0.019) G_GAN: 3.062 G_L1: 4.792 D_real: 0.068 D_fake: 0.178 +(epoch: 28, iters: 1868, time: 0.300, data: 0.018) G_GAN: 1.995 G_L1: 4.428 D_real: 0.001 D_fake: 0.333 +(epoch: 28, iters: 1968, time: 0.408, data: 0.020) G_GAN: 2.396 G_L1: 6.842 D_real: 0.000 D_fake: 0.305 +(epoch: 28, iters: 2068, time: 0.302, data: 0.021) G_GAN: 3.453 G_L1: 8.693 D_real: 0.001 D_fake: 0.127 +(epoch: 28, iters: 2168, time: 0.301, data: 0.017) G_GAN: 2.789 G_L1: 5.410 D_real: 0.000 D_fake: 0.789 +(epoch: 28, iters: 2268, time: 0.291, data: 0.022) G_GAN: 1.680 G_L1: 4.906 D_real: 0.000 D_fake: 0.610 +(epoch: 28, iters: 2368, time: 0.414, data: 0.017) G_GAN: 1.640 G_L1: 7.414 D_real: 0.661 D_fake: 0.070 +(epoch: 28, iters: 2468, time: 0.302, data: 0.020) G_GAN: 2.975 G_L1: 4.047 D_real: 0.294 D_fake: 0.156 +(epoch: 28, iters: 2568, time: 0.291, data: 0.027) G_GAN: 4.129 G_L1: 3.128 D_real: 0.264 D_fake: 0.009 +(epoch: 28, iters: 2668, time: 0.291, data: 0.017) G_GAN: 2.209 G_L1: 3.793 D_real: 0.003 D_fake: 0.523 +(epoch: 28, iters: 2768, time: 0.418, data: 0.017) G_GAN: 2.640 G_L1: 4.330 D_real: 0.000 D_fake: 0.384 +(epoch: 28, iters: 2868, time: 0.279, data: 0.019) G_GAN: 3.160 G_L1: 4.357 D_real: 0.001 D_fake: 0.202 +(epoch: 28, iters: 2968, time: 0.288, data: 0.016) G_GAN: 2.405 G_L1: 5.726 D_real: 0.005 D_fake: 0.180 +(epoch: 28, iters: 3068, time: 0.299, data: 0.017) G_GAN: 2.575 G_L1: 5.275 D_real: 0.000 D_fake: 0.688 +(epoch: 28, iters: 3168, time: 0.428, data: 0.018) G_GAN: 1.730 G_L1: 5.075 D_real: 0.022 D_fake: 0.157 +(epoch: 28, iters: 3268, time: 0.290, data: 0.019) G_GAN: 2.236 G_L1: 14.888 D_real: 0.000 D_fake: 0.151 +(epoch: 28, iters: 3368, time: 0.298, data: 0.018) G_GAN: 1.946 G_L1: 3.745 D_real: 0.005 D_fake: 0.403 +(epoch: 28, iters: 3468, time: 0.299, data: 0.018) G_GAN: 2.948 G_L1: 4.432 D_real: 0.155 D_fake: 0.175 +(epoch: 28, iters: 3568, time: 0.563, data: 0.019) G_GAN: 3.451 G_L1: 5.778 D_real: 0.007 D_fake: 0.655 +(epoch: 28, iters: 3668, time: 0.294, data: 0.018) G_GAN: 2.314 G_L1: 3.569 D_real: 0.089 D_fake: 0.206 +(epoch: 28, iters: 3768, time: 0.304, data: 0.016) G_GAN: 4.172 G_L1: 5.112 D_real: 0.093 D_fake: 0.089 +(epoch: 28, iters: 3868, time: 0.292, data: 0.018) G_GAN: 4.190 G_L1: 3.080 D_real: 0.022 D_fake: 0.055 +(epoch: 28, iters: 3968, time: 0.415, data: 0.017) G_GAN: 3.381 G_L1: 5.005 D_real: 0.076 D_fake: 0.171 +(epoch: 28, iters: 4068, time: 0.290, data: 0.018) G_GAN: 3.887 G_L1: 4.134 D_real: 0.273 D_fake: 0.106 +(epoch: 28, iters: 4168, time: 0.288, data: 0.017) G_GAN: 3.736 G_L1: 3.952 D_real: 0.033 D_fake: 0.080 +(epoch: 28, iters: 4268, time: 0.296, data: 0.016) G_GAN: 4.695 G_L1: 5.660 D_real: 0.151 D_fake: 0.035 +(epoch: 28, iters: 4368, time: 0.418, data: 0.017) G_GAN: 4.430 G_L1: 4.759 D_real: 0.053 D_fake: 0.153 +(epoch: 28, iters: 4468, time: 0.302, data: 0.019) G_GAN: 3.213 G_L1: 10.219 D_real: 0.396 D_fake: 0.084 +(epoch: 28, iters: 4568, time: 0.294, data: 0.022) G_GAN: 3.732 G_L1: 4.174 D_real: 0.096 D_fake: 0.171 +(epoch: 28, iters: 4668, time: 0.291, data: 0.018) G_GAN: 4.334 G_L1: 3.127 D_real: 0.020 D_fake: 0.038 +(epoch: 28, iters: 4768, time: 0.378, data: 0.017) G_GAN: 2.889 G_L1: 3.984 D_real: 0.048 D_fake: 0.333 +(epoch: 28, iters: 4868, time: 0.289, data: 0.017) G_GAN: 3.861 G_L1: 5.174 D_real: 0.000 D_fake: 0.112 +(epoch: 28, iters: 4968, time: 0.290, data: 0.018) G_GAN: 4.766 G_L1: 5.359 D_real: 0.225 D_fake: 0.035 +(epoch: 28, iters: 5068, time: 0.294, data: 0.015) G_GAN: 3.772 G_L1: 4.464 D_real: 0.025 D_fake: 0.265 +(epoch: 28, iters: 5168, time: 0.409, data: 0.016) G_GAN: 3.844 G_L1: 6.774 D_real: 0.110 D_fake: 0.112 +(epoch: 28, iters: 5268, time: 0.291, data: 0.018) G_GAN: 4.147 G_L1: 4.592 D_real: 0.021 D_fake: 0.080 +(epoch: 28, iters: 5368, time: 0.291, data: 0.016) G_GAN: 5.569 G_L1: 6.740 D_real: 0.006 D_fake: 0.034 +(epoch: 28, iters: 5468, time: 0.292, data: 0.017) G_GAN: 2.445 G_L1: 3.541 D_real: 0.247 D_fake: 0.120 +(epoch: 28, iters: 5568, time: 0.520, data: 0.015) G_GAN: 6.287 G_L1: 5.315 D_real: 0.069 D_fake: 0.067 +(epoch: 28, iters: 5668, time: 0.298, data: 0.020) G_GAN: 4.368 G_L1: 3.537 D_real: 0.075 D_fake: 0.018 +(epoch: 28, iters: 5768, time: 0.304, data: 0.017) G_GAN: 3.653 G_L1: 8.386 D_real: 0.000 D_fake: 0.080 +(epoch: 28, iters: 5868, time: 0.304, data: 0.017) G_GAN: 3.388 G_L1: 5.970 D_real: 0.021 D_fake: 0.219 +(epoch: 28, iters: 5968, time: 0.418, data: 0.017) G_GAN: 2.400 G_L1: 4.057 D_real: 0.046 D_fake: 0.106 +(epoch: 28, iters: 6068, time: 0.306, data: 0.023) G_GAN: 2.409 G_L1: 3.216 D_real: 0.000 D_fake: 0.402 +(epoch: 28, iters: 6168, time: 0.295, data: 0.018) G_GAN: 5.092 G_L1: 7.823 D_real: 0.054 D_fake: 0.030 +(epoch: 28, iters: 6268, time: 0.295, data: 0.017) G_GAN: 2.326 G_L1: 5.024 D_real: 0.007 D_fake: 0.325 +(epoch: 28, iters: 6368, time: 0.417, data: 0.016) G_GAN: 5.134 G_L1: 6.446 D_real: 0.008 D_fake: 0.082 +(epoch: 28, iters: 6468, time: 0.294, data: 0.019) G_GAN: 3.933 G_L1: 6.885 D_real: 0.000 D_fake: 0.351 +(epoch: 28, iters: 6568, time: 0.297, data: 0.022) G_GAN: 2.620 G_L1: 4.019 D_real: 0.001 D_fake: 0.081 +(epoch: 28, iters: 6668, time: 0.279, data: 0.021) G_GAN: 3.600 G_L1: 3.944 D_real: 0.008 D_fake: 0.101 +(epoch: 28, iters: 6768, time: 0.389, data: 0.014) G_GAN: 1.795 G_L1: 4.818 D_real: 0.000 D_fake: 0.612 +(epoch: 28, iters: 6868, time: 0.298, data: 0.016) G_GAN: 2.553 G_L1: 3.728 D_real: 0.001 D_fake: 0.242 +(epoch: 28, iters: 6968, time: 0.288, data: 0.019) G_GAN: 3.589 G_L1: 6.441 D_real: 0.000 D_fake: 0.396 +(epoch: 28, iters: 7068, time: 0.288, data: 0.019) G_GAN: 2.889 G_L1: 7.007 D_real: 0.000 D_fake: 0.157 +(epoch: 28, iters: 7168, time: 0.397, data: 0.017) G_GAN: 2.224 G_L1: 4.555 D_real: 0.000 D_fake: 0.567 +(epoch: 28, iters: 7268, time: 0.293, data: 0.017) G_GAN: 1.884 G_L1: 10.707 D_real: 0.005 D_fake: 0.261 +(epoch: 28, iters: 7368, time: 0.288, data: 0.014) G_GAN: 2.064 G_L1: 4.323 D_real: 0.000 D_fake: 0.408 +(epoch: 28, iters: 7468, time: 0.295, data: 0.016) G_GAN: 2.186 G_L1: 4.585 D_real: 0.000 D_fake: 0.510 +(epoch: 28, iters: 7568, time: 0.541, data: 0.017) G_GAN: 3.810 G_L1: 5.761 D_real: 0.001 D_fake: 0.229 +(epoch: 28, iters: 7668, time: 0.299, data: 0.018) G_GAN: 1.813 G_L1: 4.245 D_real: 0.000 D_fake: 0.601 +(epoch: 28, iters: 7768, time: 0.299, data: 0.016) G_GAN: 3.912 G_L1: 7.580 D_real: 0.000 D_fake: 0.165 +(epoch: 28, iters: 7868, time: 0.284, data: 0.017) G_GAN: 3.245 G_L1: 4.446 D_real: 0.000 D_fake: 0.412 +(epoch: 28, iters: 7968, time: 0.407, data: 0.015) G_GAN: 3.105 G_L1: 4.337 D_real: 0.004 D_fake: 0.542 +(epoch: 28, iters: 8068, time: 0.295, data: 0.018) G_GAN: 2.207 G_L1: 7.294 D_real: 0.000 D_fake: 0.628 +(epoch: 28, iters: 8168, time: 0.295, data: 0.017) G_GAN: 2.138 G_L1: 4.107 D_real: 0.000 D_fake: 0.512 +(epoch: 28, iters: 8268, time: 0.293, data: 0.020) G_GAN: 1.783 G_L1: 4.089 D_real: 0.004 D_fake: 0.396 +(epoch: 28, iters: 8368, time: 0.390, data: 0.017) G_GAN: 1.255 G_L1: 4.065 D_real: 0.032 D_fake: 0.218 +(epoch: 28, iters: 8468, time: 0.296, data: 0.019) G_GAN: 1.536 G_L1: 4.045 D_real: 0.000 D_fake: 0.982 +(epoch: 28, iters: 8568, time: 0.302, data: 0.018) G_GAN: 3.377 G_L1: 4.303 D_real: 0.000 D_fake: 0.172 +(epoch: 28, iters: 8668, time: 0.290, data: 0.018) G_GAN: 1.746 G_L1: 5.244 D_real: 0.000 D_fake: 0.443 +(epoch: 28, iters: 8768, time: 0.448, data: 0.016) G_GAN: 1.583 G_L1: 4.758 D_real: 0.001 D_fake: 0.347 +(epoch: 28, iters: 8868, time: 0.299, data: 0.019) G_GAN: 1.778 G_L1: 4.779 D_real: 0.002 D_fake: 0.358 +(epoch: 28, iters: 8968, time: 0.280, data: 0.017) G_GAN: 2.121 G_L1: 4.912 D_real: 0.000 D_fake: 0.237 +(epoch: 28, iters: 9068, time: 0.301, data: 0.016) G_GAN: 4.037 G_L1: 5.634 D_real: 0.165 D_fake: 0.457 +(epoch: 28, iters: 9168, time: 0.405, data: 0.022) G_GAN: 2.372 G_L1: 3.725 D_real: 0.002 D_fake: 0.444 +(epoch: 28, iters: 9268, time: 0.301, data: 0.022) G_GAN: 2.185 G_L1: 3.673 D_real: 0.000 D_fake: 0.286 +(epoch: 28, iters: 9368, time: 0.297, data: 0.019) G_GAN: 2.763 G_L1: 6.237 D_real: 0.219 D_fake: 0.146 +(epoch: 28, iters: 9468, time: 0.294, data: 0.017) G_GAN: 3.739 G_L1: 6.808 D_real: 0.033 D_fake: 1.573 +(epoch: 28, iters: 9568, time: 0.559, data: 0.016) G_GAN: 1.667 G_L1: 5.989 D_real: 0.010 D_fake: 0.290 +(epoch: 28, iters: 9668, time: 0.289, data: 0.019) G_GAN: 1.524 G_L1: 4.485 D_real: 0.000 D_fake: 0.577 +(epoch: 28, iters: 9768, time: 0.295, data: 0.016) G_GAN: 3.819 G_L1: 4.381 D_real: 0.249 D_fake: 0.066 +(epoch: 28, iters: 9868, time: 0.306, data: 0.017) G_GAN: 4.718 G_L1: 6.085 D_real: 0.327 D_fake: 0.040 +(epoch: 28, iters: 9968, time: 0.411, data: 0.017) G_GAN: 5.916 G_L1: 7.834 D_real: 0.092 D_fake: 0.017 +(epoch: 28, iters: 10068, time: 0.298, data: 0.018) G_GAN: 3.415 G_L1: 4.187 D_real: 0.003 D_fake: 0.119 +(epoch: 28, iters: 10168, time: 0.301, data: 0.017) G_GAN: 2.700 G_L1: 2.859 D_real: 0.018 D_fake: 0.117 +(epoch: 28, iters: 10268, time: 0.298, data: 0.018) G_GAN: 2.077 G_L1: 5.909 D_real: 0.019 D_fake: 0.277 +(epoch: 28, iters: 10368, time: 0.386, data: 0.016) G_GAN: 2.073 G_L1: 4.309 D_real: 0.001 D_fake: 0.431 +(epoch: 28, iters: 10468, time: 0.303, data: 0.018) G_GAN: 2.616 G_L1: 5.519 D_real: 0.022 D_fake: 0.109 +(epoch: 28, iters: 10568, time: 0.291, data: 0.018) G_GAN: 2.340 G_L1: 3.795 D_real: 0.000 D_fake: 0.118 +(epoch: 28, iters: 10668, time: 0.307, data: 0.023) G_GAN: 1.630 G_L1: 5.184 D_real: 0.506 D_fake: 0.171 +(epoch: 28, iters: 10768, time: 0.424, data: 0.017) G_GAN: 3.743 G_L1: 4.029 D_real: 0.066 D_fake: 0.473 +(epoch: 28, iters: 10868, time: 0.297, data: 0.019) G_GAN: 3.393 G_L1: 4.587 D_real: 0.068 D_fake: 0.359 +(epoch: 28, iters: 10968, time: 0.295, data: 0.019) G_GAN: 2.955 G_L1: 3.146 D_real: 0.012 D_fake: 0.364 +(epoch: 28, iters: 11068, time: 0.298, data: 0.019) G_GAN: 3.383 G_L1: 4.102 D_real: 0.074 D_fake: 0.124 +(epoch: 28, iters: 11168, time: 0.422, data: 0.017) G_GAN: 3.594 G_L1: 4.274 D_real: 0.036 D_fake: 0.109 +(epoch: 28, iters: 11268, time: 0.285, data: 0.018) G_GAN: 4.094 G_L1: 4.737 D_real: 0.008 D_fake: 0.081 +(epoch: 28, iters: 11368, time: 0.296, data: 0.016) G_GAN: 3.877 G_L1: 4.961 D_real: 0.031 D_fake: 0.068 +(epoch: 28, iters: 11468, time: 0.290, data: 0.019) G_GAN: 2.669 G_L1: 3.714 D_real: 0.741 D_fake: 0.078 +(epoch: 28, iters: 11568, time: 0.505, data: 0.019) G_GAN: 2.864 G_L1: 2.371 D_real: 0.008 D_fake: 0.415 +(epoch: 28, iters: 11668, time: 0.301, data: 0.017) G_GAN: 5.090 G_L1: 13.385 D_real: 0.044 D_fake: 0.031 +(epoch: 28, iters: 11768, time: 0.302, data: 0.018) G_GAN: 3.703 G_L1: 5.468 D_real: 0.001 D_fake: 0.263 +(epoch: 28, iters: 11868, time: 0.297, data: 0.017) G_GAN: 4.234 G_L1: 5.092 D_real: 0.023 D_fake: 0.353 +(epoch: 28, iters: 11968, time: 0.412, data: 0.016) G_GAN: 2.686 G_L1: 3.573 D_real: 0.407 D_fake: 0.044 +(epoch: 28, iters: 12068, time: 0.294, data: 0.019) G_GAN: 4.304 G_L1: 3.874 D_real: 0.184 D_fake: 0.051 +(epoch: 28, iters: 12168, time: 0.296, data: 0.019) G_GAN: 5.842 G_L1: 5.485 D_real: 0.081 D_fake: 0.015 +(epoch: 28, iters: 12268, time: 0.302, data: 0.017) G_GAN: 4.497 G_L1: 4.253 D_real: 0.060 D_fake: 0.088 +(epoch: 28, iters: 12368, time: 0.390, data: 0.018) G_GAN: 3.248 G_L1: 3.445 D_real: 0.011 D_fake: 0.153 +(epoch: 28, iters: 12468, time: 0.284, data: 0.018) G_GAN: 5.186 G_L1: 3.042 D_real: 0.014 D_fake: 0.015 +(epoch: 28, iters: 12568, time: 0.299, data: 0.019) G_GAN: 4.005 G_L1: 4.334 D_real: 0.330 D_fake: 0.119 +(epoch: 28, iters: 12668, time: 0.299, data: 0.020) G_GAN: 4.123 G_L1: 4.531 D_real: 0.413 D_fake: 0.019 +(epoch: 28, iters: 12768, time: 0.391, data: 0.022) G_GAN: 4.319 G_L1: 3.587 D_real: 0.044 D_fake: 0.577 +(epoch: 28, iters: 12868, time: 0.298, data: 0.018) G_GAN: 3.703 G_L1: 4.098 D_real: 0.011 D_fake: 0.106 +(epoch: 28, iters: 12968, time: 0.302, data: 0.018) G_GAN: 4.788 G_L1: 3.499 D_real: 0.007 D_fake: 0.024 +(epoch: 28, iters: 13068, time: 0.298, data: 0.023) G_GAN: 4.968 G_L1: 3.513 D_real: 0.071 D_fake: 0.019 +(epoch: 28, iters: 13168, time: 0.405, data: 0.026) G_GAN: 4.226 G_L1: 3.604 D_real: 0.068 D_fake: 0.200 +(epoch: 28, iters: 13268, time: 0.297, data: 0.018) G_GAN: 3.456 G_L1: 3.967 D_real: 0.608 D_fake: 0.106 +(epoch: 28, iters: 13368, time: 0.299, data: 0.017) G_GAN: 2.943 G_L1: 3.789 D_real: 0.384 D_fake: 0.172 +(epoch: 28, iters: 13468, time: 0.295, data: 0.016) G_GAN: 3.802 G_L1: 2.922 D_real: 0.029 D_fake: 0.241 +(epoch: 28, iters: 13568, time: 0.515, data: 0.018) G_GAN: 4.107 G_L1: 4.126 D_real: 0.301 D_fake: 0.058 +(epoch: 28, iters: 13668, time: 0.305, data: 0.018) G_GAN: 3.328 G_L1: 6.542 D_real: 0.552 D_fake: 0.224 +(epoch: 28, iters: 13768, time: 0.302, data: 0.022) G_GAN: 2.193 G_L1: 4.044 D_real: 0.222 D_fake: 0.356 +(epoch: 28, iters: 13868, time: 0.304, data: 0.018) G_GAN: 2.648 G_L1: 7.081 D_real: 0.032 D_fake: 0.402 +(epoch: 28, iters: 13968, time: 0.405, data: 0.022) G_GAN: 2.166 G_L1: 4.488 D_real: 0.012 D_fake: 0.175 +(epoch: 28, iters: 14068, time: 0.301, data: 0.021) G_GAN: 3.405 G_L1: 4.509 D_real: 0.000 D_fake: 0.174 +(epoch: 28, iters: 14168, time: 0.304, data: 0.018) G_GAN: 3.041 G_L1: 7.280 D_real: 0.000 D_fake: 0.210 +(epoch: 28, iters: 14268, time: 0.306, data: 0.017) G_GAN: 2.941 G_L1: 4.130 D_real: 0.000 D_fake: 0.138 +(epoch: 28, iters: 14368, time: 0.412, data: 0.018) G_GAN: 2.359 G_L1: 3.070 D_real: 0.000 D_fake: 0.179 +(epoch: 28, iters: 14468, time: 0.291, data: 0.019) G_GAN: 4.804 G_L1: 5.618 D_real: 0.000 D_fake: 0.187 +(epoch: 28, iters: 14568, time: 0.301, data: 0.017) G_GAN: 2.745 G_L1: 3.923 D_real: 0.000 D_fake: 0.105 +(epoch: 28, iters: 14668, time: 0.286, data: 0.019) G_GAN: 3.724 G_L1: 5.131 D_real: 0.001 D_fake: 1.106 +(epoch: 28, iters: 14768, time: 0.394, data: 0.024) G_GAN: 1.617 G_L1: 3.651 D_real: 0.006 D_fake: 0.226 +(epoch: 28, iters: 14868, time: 0.294, data: 0.022) G_GAN: 6.002 G_L1: 5.131 D_real: 0.001 D_fake: 0.153 +(epoch: 28, iters: 14968, time: 0.294, data: 0.017) G_GAN: 3.532 G_L1: 4.798 D_real: 0.010 D_fake: 1.361 +(epoch: 28, iters: 15068, time: 0.307, data: 0.018) G_GAN: 4.216 G_L1: 6.360 D_real: 0.028 D_fake: 0.074 +(epoch: 28, iters: 15168, time: 0.431, data: 0.017) G_GAN: 4.176 G_L1: 7.279 D_real: 0.000 D_fake: 0.073 +(epoch: 28, iters: 15268, time: 0.301, data: 0.019) G_GAN: 2.126 G_L1: 3.595 D_real: 0.033 D_fake: 0.803 +(epoch: 28, iters: 15368, time: 0.300, data: 0.018) G_GAN: 4.939 G_L1: 5.410 D_real: 0.008 D_fake: 0.101 +(epoch: 28, iters: 15468, time: 0.303, data: 0.017) G_GAN: 3.400 G_L1: 5.161 D_real: 1.012 D_fake: 0.020 +(epoch: 28, iters: 15568, time: 0.548, data: 0.018) G_GAN: 3.435 G_L1: 4.592 D_real: 0.013 D_fake: 0.389 +(epoch: 28, iters: 15668, time: 0.299, data: 0.019) G_GAN: 2.943 G_L1: 5.253 D_real: 0.000 D_fake: 0.199 +(epoch: 28, iters: 15768, time: 0.299, data: 0.018) G_GAN: 2.654 G_L1: 3.287 D_real: 0.020 D_fake: 0.200 +(epoch: 28, iters: 15868, time: 0.303, data: 0.017) G_GAN: 3.657 G_L1: 5.642 D_real: 0.001 D_fake: 0.131 +(epoch: 28, iters: 15968, time: 0.407, data: 0.019) G_GAN: 5.132 G_L1: 3.813 D_real: 0.002 D_fake: 0.457 +(epoch: 28, iters: 16068, time: 0.304, data: 0.019) G_GAN: 5.357 G_L1: 4.981 D_real: 0.016 D_fake: 0.272 +(epoch: 28, iters: 16168, time: 0.305, data: 0.020) G_GAN: 4.256 G_L1: 5.386 D_real: 0.228 D_fake: 0.043 +(epoch: 28, iters: 16268, time: 0.295, data: 0.020) G_GAN: 5.700 G_L1: 5.001 D_real: 0.055 D_fake: 0.118 +(epoch: 28, iters: 16368, time: 0.417, data: 0.017) G_GAN: 4.747 G_L1: 4.073 D_real: 0.002 D_fake: 0.131 +(epoch: 28, iters: 16468, time: 0.298, data: 0.019) G_GAN: 2.834 G_L1: 4.343 D_real: 0.019 D_fake: 0.552 +(epoch: 28, iters: 16568, time: 0.288, data: 0.020) G_GAN: 3.349 G_L1: 4.352 D_real: 0.001 D_fake: 0.133 +(epoch: 28, iters: 16668, time: 0.307, data: 0.016) G_GAN: 4.983 G_L1: 5.620 D_real: 0.003 D_fake: 0.010 +(epoch: 28, iters: 16768, time: 0.416, data: 0.019) G_GAN: 2.309 G_L1: 5.224 D_real: 0.053 D_fake: 0.352 +(epoch: 28, iters: 16868, time: 0.289, data: 0.018) G_GAN: 2.982 G_L1: 4.848 D_real: 0.012 D_fake: 0.078 +(epoch: 28, iters: 16968, time: 0.301, data: 0.017) G_GAN: 2.683 G_L1: 3.252 D_real: 0.005 D_fake: 0.218 +(epoch: 28, iters: 17068, time: 0.305, data: 0.021) G_GAN: 3.381 G_L1: 4.414 D_real: 0.001 D_fake: 0.227 +(epoch: 28, iters: 17168, time: 0.430, data: 0.018) G_GAN: 3.028 G_L1: 4.598 D_real: 0.000 D_fake: 0.205 +(epoch: 28, iters: 17268, time: 0.294, data: 0.020) G_GAN: 2.608 G_L1: 4.148 D_real: 0.000 D_fake: 0.166 +(epoch: 28, iters: 17368, time: 0.304, data: 0.016) G_GAN: 2.974 G_L1: 3.885 D_real: 0.001 D_fake: 0.144 +(epoch: 28, iters: 17468, time: 0.295, data: 0.018) G_GAN: 3.238 G_L1: 3.959 D_real: 0.000 D_fake: 0.120 +(epoch: 28, iters: 17568, time: 0.555, data: 0.018) G_GAN: 2.640 G_L1: 6.027 D_real: 0.008 D_fake: 0.479 +(epoch: 28, iters: 17668, time: 0.290, data: 0.019) G_GAN: 5.559 G_L1: 10.630 D_real: 0.003 D_fake: 0.196 +(epoch: 28, iters: 17768, time: 0.299, data: 0.016) G_GAN: 1.519 G_L1: 3.865 D_real: 0.000 D_fake: 0.302 +(epoch: 28, iters: 17868, time: 0.296, data: 0.018) G_GAN: 2.098 G_L1: 3.319 D_real: 0.003 D_fake: 0.176 +(epoch: 28, iters: 17968, time: 0.418, data: 0.016) G_GAN: 2.264 G_L1: 4.976 D_real: 0.001 D_fake: 0.272 +(epoch: 28, iters: 18068, time: 0.290, data: 0.019) G_GAN: 2.350 G_L1: 4.501 D_real: 0.000 D_fake: 0.312 +(epoch: 28, iters: 18168, time: 0.303, data: 0.017) G_GAN: 3.237 G_L1: 7.723 D_real: 0.139 D_fake: 0.108 +(epoch: 28, iters: 18268, time: 0.299, data: 0.018) G_GAN: 2.727 G_L1: 4.273 D_real: 0.000 D_fake: 0.218 +(epoch: 28, iters: 18368, time: 0.411, data: 0.018) G_GAN: 2.137 G_L1: 5.492 D_real: 0.000 D_fake: 0.458 +(epoch: 28, iters: 18468, time: 0.292, data: 0.017) G_GAN: 2.144 G_L1: 5.062 D_real: 0.000 D_fake: 0.496 +(epoch: 28, iters: 18568, time: 0.287, data: 0.017) G_GAN: 2.310 G_L1: 4.691 D_real: 0.000 D_fake: 0.255 +(epoch: 28, iters: 18668, time: 0.297, data: 0.018) G_GAN: 2.447 G_L1: 5.078 D_real: 0.000 D_fake: 0.316 +(epoch: 28, iters: 18768, time: 0.414, data: 0.018) G_GAN: 2.361 G_L1: 4.123 D_real: 0.000 D_fake: 0.445 +(epoch: 28, iters: 18868, time: 0.299, data: 0.018) G_GAN: 2.803 G_L1: 4.926 D_real: 0.000 D_fake: 0.224 +(epoch: 28, iters: 18968, time: 0.303, data: 0.018) G_GAN: 1.791 G_L1: 3.786 D_real: 0.004 D_fake: 0.216 +(epoch: 28, iters: 19068, time: 0.296, data: 0.026) G_GAN: 1.500 G_L1: 3.807 D_real: 0.000 D_fake: 0.323 +(epoch: 28, iters: 19168, time: 0.426, data: 0.018) G_GAN: 2.299 G_L1: 9.536 D_real: 0.000 D_fake: 0.255 +(epoch: 28, iters: 19268, time: 0.304, data: 0.019) G_GAN: 4.792 G_L1: 7.553 D_real: 0.000 D_fake: 1.450 +(epoch: 28, iters: 19368, time: 0.303, data: 0.018) G_GAN: 2.716 G_L1: 4.748 D_real: 0.000 D_fake: 0.325 +(epoch: 28, iters: 19468, time: 0.305, data: 0.019) G_GAN: 3.659 G_L1: 5.631 D_real: 0.000 D_fake: 0.164 +(epoch: 28, iters: 19568, time: 0.567, data: 0.021) G_GAN: 1.824 G_L1: 3.913 D_real: 0.000 D_fake: 0.193 +(epoch: 28, iters: 19668, time: 0.300, data: 0.019) G_GAN: 2.015 G_L1: 5.705 D_real: 0.000 D_fake: 0.546 +(epoch: 28, iters: 19768, time: 0.299, data: 0.020) G_GAN: 1.364 G_L1: 3.596 D_real: 0.005 D_fake: 0.273 +(epoch: 28, iters: 19868, time: 0.302, data: 0.018) G_GAN: 2.493 G_L1: 6.190 D_real: 0.001 D_fake: 0.261 +(epoch: 28, iters: 19968, time: 0.409, data: 0.017) G_GAN: 2.591 G_L1: 4.935 D_real: 0.000 D_fake: 0.298 +(epoch: 28, iters: 20068, time: 0.295, data: 0.017) G_GAN: 0.839 G_L1: 3.048 D_real: 0.116 D_fake: 0.393 +(epoch: 28, iters: 20168, time: 0.300, data: 0.017) G_GAN: 1.636 G_L1: 5.122 D_real: 0.000 D_fake: 0.933 +(epoch: 28, iters: 20268, time: 0.299, data: 0.018) G_GAN: 1.884 G_L1: 6.039 D_real: 0.024 D_fake: 0.129 +(epoch: 28, iters: 20368, time: 0.406, data: 0.020) G_GAN: 2.271 G_L1: 4.398 D_real: 0.000 D_fake: 0.379 +(epoch: 28, iters: 20468, time: 0.289, data: 0.016) G_GAN: 2.476 G_L1: 6.205 D_real: 0.001 D_fake: 0.387 +(epoch: 28, iters: 20568, time: 0.298, data: 0.021) G_GAN: 2.054 G_L1: 8.266 D_real: 0.000 D_fake: 0.266 +(epoch: 28, iters: 20668, time: 0.302, data: 0.017) G_GAN: 2.167 G_L1: 4.488 D_real: 0.000 D_fake: 0.335 +(epoch: 28, iters: 20768, time: 0.422, data: 0.019) G_GAN: 1.969 G_L1: 4.419 D_real: 0.000 D_fake: 0.951 +(epoch: 28, iters: 20868, time: 0.303, data: 0.018) G_GAN: 2.457 G_L1: 6.314 D_real: 0.001 D_fake: 0.233 +(epoch: 28, iters: 20968, time: 0.288, data: 0.017) G_GAN: 2.825 G_L1: 4.795 D_real: 0.000 D_fake: 0.189 +(epoch: 28, iters: 21068, time: 0.288, data: 0.023) G_GAN: 1.187 G_L1: 3.820 D_real: 0.000 D_fake: 0.382 +(epoch: 28, iters: 21168, time: 0.418, data: 0.015) G_GAN: 2.336 G_L1: 4.801 D_real: 0.000 D_fake: 0.307 +(epoch: 28, iters: 21268, time: 0.309, data: 0.019) G_GAN: 2.285 G_L1: 4.118 D_real: 0.000 D_fake: 0.649 +(epoch: 28, iters: 21368, time: 0.292, data: 0.019) G_GAN: 2.987 G_L1: 7.140 D_real: 0.000 D_fake: 0.217 +(epoch: 28, iters: 21468, time: 0.301, data: 0.023) G_GAN: 1.614 G_L1: 4.940 D_real: 0.000 D_fake: 0.677 +(epoch: 28, iters: 21568, time: 0.558, data: 0.020) G_GAN: 1.374 G_L1: 4.979 D_real: 0.002 D_fake: 0.427 +(epoch: 28, iters: 21668, time: 0.301, data: 0.021) G_GAN: 1.002 G_L1: 3.745 D_real: 0.004 D_fake: 0.616 +(epoch: 28, iters: 21768, time: 0.293, data: 0.017) G_GAN: 1.417 G_L1: 3.967 D_real: 0.000 D_fake: 0.292 +(epoch: 28, iters: 21868, time: 0.302, data: 0.017) G_GAN: 2.541 G_L1: 6.032 D_real: 0.000 D_fake: 1.484 +(epoch: 28, iters: 21968, time: 0.412, data: 0.019) G_GAN: 2.592 G_L1: 5.819 D_real: 0.046 D_fake: 0.430 +(epoch: 28, iters: 22068, time: 0.302, data: 0.017) G_GAN: 1.520 G_L1: 5.799 D_real: 0.001 D_fake: 0.725 +(epoch: 28, iters: 22168, time: 0.289, data: 0.017) G_GAN: 1.212 G_L1: 3.703 D_real: 0.000 D_fake: 0.865 +(epoch: 28, iters: 22268, time: 0.295, data: 0.017) G_GAN: 1.816 G_L1: 5.836 D_real: 0.007 D_fake: 1.020 +(epoch: 28, iters: 22368, time: 0.407, data: 0.017) G_GAN: 2.600 G_L1: 4.795 D_real: 0.006 D_fake: 0.116 +(epoch: 28, iters: 22468, time: 0.287, data: 0.018) G_GAN: 2.132 G_L1: 3.709 D_real: 0.001 D_fake: 0.225 +(epoch: 28, iters: 22568, time: 0.284, data: 0.017) G_GAN: 1.785 G_L1: 3.609 D_real: 0.000 D_fake: 0.271 +(epoch: 28, iters: 22668, time: 0.301, data: 0.020) G_GAN: 1.918 G_L1: 5.892 D_real: 0.001 D_fake: 0.296 +(epoch: 28, iters: 22768, time: 0.413, data: 0.018) G_GAN: 1.540 G_L1: 3.686 D_real: 0.000 D_fake: 0.404 +(epoch: 28, iters: 22868, time: 0.286, data: 0.019) G_GAN: 2.530 G_L1: 5.205 D_real: 0.000 D_fake: 0.324 +(epoch: 28, iters: 22968, time: 0.301, data: 0.016) G_GAN: 2.342 G_L1: 6.388 D_real: 0.000 D_fake: 0.334 +(epoch: 28, iters: 23068, time: 0.276, data: 0.017) G_GAN: 1.794 G_L1: 4.279 D_real: 0.000 D_fake: 0.819 +(epoch: 28, iters: 23168, time: 0.417, data: 0.015) G_GAN: 1.364 G_L1: 5.433 D_real: 0.000 D_fake: 0.652 +(epoch: 28, iters: 23268, time: 0.306, data: 0.018) G_GAN: 1.924 G_L1: 4.687 D_real: 0.000 D_fake: 0.218 +(epoch: 28, iters: 23368, time: 0.304, data: 0.017) G_GAN: 1.982 G_L1: 4.683 D_real: 0.001 D_fake: 0.346 +(epoch: 28, iters: 23468, time: 0.301, data: 0.017) G_GAN: 1.887 G_L1: 5.989 D_real: 0.000 D_fake: 0.574 +(epoch: 28, iters: 23568, time: 0.572, data: 0.018) G_GAN: 1.387 G_L1: 4.391 D_real: 0.004 D_fake: 0.393 +(epoch: 28, iters: 23668, time: 0.289, data: 0.018) G_GAN: 1.429 G_L1: 4.464 D_real: 0.000 D_fake: 0.665 +(epoch: 28, iters: 23768, time: 0.302, data: 0.016) G_GAN: 2.051 G_L1: 5.821 D_real: 0.000 D_fake: 0.314 +(epoch: 28, iters: 23868, time: 0.305, data: 0.018) G_GAN: 1.442 G_L1: 3.636 D_real: 0.000 D_fake: 0.690 +(epoch: 28, iters: 23968, time: 0.422, data: 0.018) G_GAN: 1.583 G_L1: 4.050 D_real: 0.000 D_fake: 0.458 +(epoch: 28, iters: 24068, time: 0.297, data: 0.018) G_GAN: 2.928 G_L1: 5.723 D_real: 0.000 D_fake: 0.713 +(epoch: 28, iters: 24168, time: 0.294, data: 0.016) G_GAN: 2.416 G_L1: 4.546 D_real: 0.000 D_fake: 0.174 +(epoch: 28, iters: 24268, time: 0.285, data: 0.017) G_GAN: 2.290 G_L1: 5.444 D_real: 0.000 D_fake: 0.172 +(epoch: 28, iters: 24368, time: 0.388, data: 0.017) G_GAN: 1.276 G_L1: 3.852 D_real: 0.004 D_fake: 0.699 +(epoch: 28, iters: 24468, time: 0.280, data: 0.019) G_GAN: 1.218 G_L1: 3.397 D_real: 0.002 D_fake: 0.652 +(epoch: 28, iters: 24568, time: 0.309, data: 0.015) G_GAN: 1.779 G_L1: 4.538 D_real: 0.000 D_fake: 0.307 +(epoch: 28, iters: 24668, time: 0.311, data: 0.019) G_GAN: 2.621 G_L1: 6.077 D_real: 0.000 D_fake: 1.119 +(epoch: 28, iters: 24768, time: 0.403, data: 0.018) G_GAN: 1.202 G_L1: 4.148 D_real: 0.000 D_fake: 0.295 +(epoch: 28, iters: 24868, time: 0.301, data: 0.019) G_GAN: 3.041 G_L1: 5.288 D_real: 0.000 D_fake: 0.353 +(epoch: 28, iters: 24968, time: 0.298, data: 0.017) G_GAN: 1.421 G_L1: 4.905 D_real: 0.003 D_fake: 0.454 +(epoch: 28, iters: 25068, time: 0.291, data: 0.018) G_GAN: 1.416 G_L1: 4.094 D_real: 0.000 D_fake: 0.250 +(epoch: 28, iters: 25168, time: 0.416, data: 0.016) G_GAN: 2.096 G_L1: 5.112 D_real: 0.002 D_fake: 0.337 +(epoch: 28, iters: 25268, time: 0.293, data: 0.025) G_GAN: 1.572 G_L1: 4.734 D_real: 0.229 D_fake: 0.191 +(epoch: 28, iters: 25368, time: 0.305, data: 0.017) G_GAN: 1.551 G_L1: 5.376 D_real: 0.001 D_fake: 0.260 +(epoch: 28, iters: 25468, time: 0.305, data: 0.019) G_GAN: 1.802 G_L1: 3.419 D_real: 0.001 D_fake: 0.241 +(epoch: 28, iters: 25568, time: 0.570, data: 0.018) G_GAN: 1.254 G_L1: 5.267 D_real: 0.000 D_fake: 0.397 +(epoch: 28, iters: 25668, time: 0.303, data: 0.019) G_GAN: 1.201 G_L1: 3.846 D_real: 0.007 D_fake: 0.426 +(epoch: 28, iters: 25768, time: 0.291, data: 0.019) G_GAN: 1.424 G_L1: 3.258 D_real: 0.001 D_fake: 0.538 +(epoch: 28, iters: 25868, time: 0.302, data: 0.018) G_GAN: 1.790 G_L1: 3.588 D_real: 0.000 D_fake: 0.349 +(epoch: 28, iters: 25968, time: 0.406, data: 0.019) G_GAN: 1.478 G_L1: 4.226 D_real: 0.002 D_fake: 0.635 +(epoch: 28, iters: 26068, time: 0.308, data: 0.019) G_GAN: 2.745 G_L1: 7.152 D_real: 0.002 D_fake: 0.358 +(epoch: 28, iters: 26168, time: 0.296, data: 0.019) G_GAN: 3.002 G_L1: 7.266 D_real: 0.082 D_fake: 0.177 +(epoch: 28, iters: 26268, time: 0.300, data: 0.018) G_GAN: 1.983 G_L1: 5.217 D_real: 0.001 D_fake: 0.335 +(epoch: 28, iters: 26368, time: 0.423, data: 0.018) G_GAN: 3.128 G_L1: 4.887 D_real: 0.008 D_fake: 0.276 +(epoch: 28, iters: 26468, time: 0.301, data: 0.019) G_GAN: 1.659 G_L1: 13.974 D_real: 0.108 D_fake: 0.314 +(epoch: 28, iters: 26568, time: 0.305, data: 0.023) G_GAN: 1.712 G_L1: 4.099 D_real: 0.000 D_fake: 0.623 +(epoch: 28, iters: 26668, time: 0.298, data: 0.018) G_GAN: 3.084 G_L1: 5.730 D_real: 0.017 D_fake: 0.056 +(epoch: 28, iters: 26768, time: 0.416, data: 0.017) G_GAN: 2.080 G_L1: 4.894 D_real: 0.020 D_fake: 0.370 +(epoch: 28, iters: 26868, time: 0.305, data: 0.020) G_GAN: 1.464 G_L1: 4.644 D_real: 0.010 D_fake: 0.405 +(epoch: 28, iters: 26968, time: 0.304, data: 0.019) G_GAN: 1.484 G_L1: 4.458 D_real: 0.081 D_fake: 0.402 +(epoch: 28, iters: 27068, time: 0.307, data: 0.018) G_GAN: 2.107 G_L1: 5.071 D_real: 0.007 D_fake: 0.665 +(epoch: 28, iters: 27168, time: 0.424, data: 0.018) G_GAN: 2.060 G_L1: 8.376 D_real: 0.175 D_fake: 0.190 +(epoch: 28, iters: 27268, time: 0.302, data: 0.019) G_GAN: 1.468 G_L1: 3.653 D_real: 0.061 D_fake: 0.620 +(epoch: 28, iters: 27368, time: 0.303, data: 0.019) G_GAN: 4.091 G_L1: 5.270 D_real: 0.228 D_fake: 0.146 +(epoch: 28, iters: 27468, time: 0.295, data: 0.018) G_GAN: 2.479 G_L1: 3.654 D_real: 0.012 D_fake: 0.172 +(epoch: 28, iters: 27568, time: 0.530, data: 0.017) G_GAN: 2.366 G_L1: 5.151 D_real: 0.379 D_fake: 0.192 +(epoch: 28, iters: 27668, time: 0.299, data: 0.019) G_GAN: 1.805 G_L1: 4.929 D_real: 0.546 D_fake: 0.139 +(epoch: 28, iters: 27768, time: 0.297, data: 0.018) G_GAN: 3.228 G_L1: 4.565 D_real: 0.007 D_fake: 0.225 +(epoch: 28, iters: 27868, time: 0.300, data: 0.018) G_GAN: 3.346 G_L1: 4.842 D_real: 0.175 D_fake: 0.084 +(epoch: 28, iters: 27968, time: 0.389, data: 0.017) G_GAN: 3.365 G_L1: 4.276 D_real: 0.219 D_fake: 0.435 +(epoch: 28, iters: 28068, time: 0.296, data: 0.017) G_GAN: 2.935 G_L1: 4.164 D_real: 0.081 D_fake: 0.183 +(epoch: 28, iters: 28168, time: 0.295, data: 0.019) G_GAN: 2.958 G_L1: 7.062 D_real: 0.041 D_fake: 0.700 +(epoch: 28, iters: 28268, time: 0.286, data: 0.022) G_GAN: 3.068 G_L1: 3.558 D_real: 0.185 D_fake: 0.227 +(epoch: 28, iters: 28368, time: 0.407, data: 0.017) G_GAN: 3.119 G_L1: 4.206 D_real: 0.077 D_fake: 0.117 +(epoch: 28, iters: 28468, time: 0.310, data: 0.019) G_GAN: 3.298 G_L1: 4.193 D_real: 0.017 D_fake: 0.116 +(epoch: 28, iters: 28568, time: 0.306, data: 0.019) G_GAN: 2.176 G_L1: 3.377 D_real: 0.091 D_fake: 0.215 +(epoch: 28, iters: 28668, time: 0.305, data: 0.018) G_GAN: 2.005 G_L1: 3.960 D_real: 0.004 D_fake: 0.308 +(epoch: 28, iters: 28768, time: 0.404, data: 0.019) G_GAN: 1.334 G_L1: 4.371 D_real: 0.005 D_fake: 0.467 +(epoch: 28, iters: 28868, time: 0.306, data: 0.019) G_GAN: 4.005 G_L1: 5.156 D_real: 0.000 D_fake: 0.134 +(epoch: 28, iters: 28968, time: 0.304, data: 0.019) G_GAN: 1.944 G_L1: 4.535 D_real: 0.001 D_fake: 0.267 +(epoch: 28, iters: 29068, time: 0.303, data: 0.018) G_GAN: 2.963 G_L1: 5.590 D_real: 0.196 D_fake: 0.074 +(epoch: 28, iters: 29168, time: 0.409, data: 0.018) G_GAN: 3.914 G_L1: 4.287 D_real: 0.048 D_fake: 0.059 +(epoch: 28, iters: 29268, time: 0.304, data: 0.019) G_GAN: 3.431 G_L1: 4.957 D_real: 0.001 D_fake: 0.107 +(epoch: 28, iters: 29368, time: 0.290, data: 0.019) G_GAN: 4.044 G_L1: 7.241 D_real: 0.003 D_fake: 0.057 +(epoch: 28, iters: 29468, time: 0.301, data: 0.016) G_GAN: 4.995 G_L1: 5.160 D_real: 0.051 D_fake: 0.114 +(epoch: 28, iters: 29568, time: 0.559, data: 0.019) G_GAN: 2.317 G_L1: 5.591 D_real: 0.045 D_fake: 0.152 +(epoch: 28, iters: 29668, time: 0.295, data: 0.019) G_GAN: 2.495 G_L1: 4.438 D_real: 0.001 D_fake: 0.200 +(epoch: 28, iters: 29768, time: 0.296, data: 0.016) G_GAN: 2.275 G_L1: 3.943 D_real: 0.005 D_fake: 0.194 +(epoch: 28, iters: 29868, time: 0.287, data: 0.017) G_GAN: 1.855 G_L1: 4.276 D_real: 0.007 D_fake: 0.346 +(epoch: 28, iters: 29968, time: 0.382, data: 0.015) G_GAN: 2.193 G_L1: 3.770 D_real: 0.014 D_fake: 0.310 +(epoch: 28, iters: 30068, time: 0.284, data: 0.017) G_GAN: 4.005 G_L1: 4.918 D_real: 0.001 D_fake: 0.039 +(epoch: 28, iters: 30168, time: 0.295, data: 0.016) G_GAN: 2.121 G_L1: 5.241 D_real: 0.002 D_fake: 0.784 +(epoch: 28, iters: 30268, time: 0.287, data: 0.018) G_GAN: 3.089 G_L1: 5.592 D_real: 0.002 D_fake: 0.151 +(epoch: 28, iters: 30368, time: 0.416, data: 0.016) G_GAN: 3.144 G_L1: 5.786 D_real: 0.068 D_fake: 0.293 +(epoch: 28, iters: 30468, time: 0.292, data: 0.018) G_GAN: 2.231 G_L1: 3.779 D_real: 0.000 D_fake: 0.372 +(epoch: 28, iters: 30568, time: 0.291, data: 0.021) G_GAN: 3.006 G_L1: 3.701 D_real: 0.335 D_fake: 0.181 +(epoch: 28, iters: 30668, time: 0.279, data: 0.017) G_GAN: 3.840 G_L1: 5.030 D_real: 0.141 D_fake: 0.147 +(epoch: 28, iters: 30768, time: 0.377, data: 0.015) G_GAN: 1.824 G_L1: 3.696 D_real: 0.015 D_fake: 0.294 +(epoch: 28, iters: 30868, time: 0.288, data: 0.017) G_GAN: 2.823 G_L1: 2.828 D_real: 0.146 D_fake: 0.129 +(epoch: 28, iters: 30968, time: 0.288, data: 0.018) G_GAN: 4.621 G_L1: 7.138 D_real: 0.013 D_fake: 0.038 +(epoch: 28, iters: 31068, time: 0.286, data: 0.021) G_GAN: 2.519 G_L1: 4.033 D_real: 0.001 D_fake: 0.273 +(epoch: 28, iters: 31168, time: 0.414, data: 0.015) G_GAN: 2.115 G_L1: 5.281 D_real: 0.000 D_fake: 0.272 +(epoch: 28, iters: 31268, time: 0.289, data: 0.019) G_GAN: 3.633 G_L1: 4.657 D_real: 0.001 D_fake: 0.080 +(epoch: 28, iters: 31368, time: 0.294, data: 0.015) G_GAN: 2.258 G_L1: 4.035 D_real: 0.003 D_fake: 0.321 +(epoch: 28, iters: 31468, time: 0.273, data: 0.018) G_GAN: 4.890 G_L1: 4.314 D_real: 0.007 D_fake: 0.030 +(epoch: 28, iters: 31568, time: 0.553, data: 0.013) G_GAN: 3.283 G_L1: 3.149 D_real: 0.009 D_fake: 0.431 +(epoch: 28, iters: 31668, time: 0.302, data: 0.022) G_GAN: 5.210 G_L1: 9.130 D_real: 0.007 D_fake: 0.041 +(epoch: 28, iters: 31768, time: 0.292, data: 0.020) G_GAN: 3.786 G_L1: 3.297 D_real: 0.020 D_fake: 0.042 +(epoch: 28, iters: 31868, time: 0.295, data: 0.014) G_GAN: 3.937 G_L1: 6.040 D_real: 0.014 D_fake: 0.194 +(epoch: 28, iters: 31968, time: 0.382, data: 0.017) G_GAN: 5.014 G_L1: 6.033 D_real: 0.106 D_fake: 0.038 +(epoch: 28, iters: 32068, time: 0.298, data: 0.016) G_GAN: 3.394 G_L1: 7.959 D_real: 0.000 D_fake: 0.223 +(epoch: 28, iters: 32168, time: 0.289, data: 0.017) G_GAN: 2.564 G_L1: 5.977 D_real: 0.001 D_fake: 0.203 +(epoch: 28, iters: 32268, time: 0.294, data: 0.017) G_GAN: 3.651 G_L1: 12.749 D_real: 0.002 D_fake: 0.399 +(epoch: 28, iters: 32368, time: 0.396, data: 0.017) G_GAN: 2.593 G_L1: 2.999 D_real: 0.037 D_fake: 0.187 +(epoch: 28, iters: 32468, time: 0.292, data: 0.017) G_GAN: 2.444 G_L1: 5.373 D_real: 0.014 D_fake: 0.122 +(epoch: 28, iters: 32568, time: 0.295, data: 0.017) G_GAN: 3.294 G_L1: 4.981 D_real: 0.000 D_fake: 0.595 +(epoch: 28, iters: 32668, time: 0.284, data: 0.016) G_GAN: 2.552 G_L1: 3.914 D_real: 0.000 D_fake: 0.285 +(epoch: 28, iters: 32768, time: 0.400, data: 0.015) G_GAN: 2.191 G_L1: 3.459 D_real: 0.002 D_fake: 0.499 +(epoch: 28, iters: 32868, time: 0.294, data: 0.018) G_GAN: 4.613 G_L1: 6.481 D_real: 0.002 D_fake: 0.210 +(epoch: 28, iters: 32968, time: 0.296, data: 0.017) G_GAN: 2.361 G_L1: 4.213 D_real: 0.014 D_fake: 0.326 +(epoch: 28, iters: 33068, time: 0.282, data: 0.016) G_GAN: 2.365 G_L1: 6.182 D_real: 0.000 D_fake: 0.309 +(epoch: 28, iters: 33168, time: 0.370, data: 0.017) G_GAN: 1.220 G_L1: 4.894 D_real: 0.000 D_fake: 0.498 +(epoch: 28, iters: 33268, time: 0.292, data: 0.016) G_GAN: 2.584 G_L1: 6.465 D_real: 0.001 D_fake: 0.181 +(epoch: 28, iters: 33368, time: 0.290, data: 0.017) G_GAN: 1.168 G_L1: 4.886 D_real: 0.000 D_fake: 0.656 +(epoch: 28, iters: 33468, time: 0.295, data: 0.016) G_GAN: 3.213 G_L1: 5.653 D_real: 0.002 D_fake: 0.064 +(epoch: 28, iters: 33568, time: 0.539, data: 0.017) G_GAN: 2.516 G_L1: 6.233 D_real: 0.000 D_fake: 0.409 +(epoch: 28, iters: 33668, time: 0.288, data: 0.016) G_GAN: 2.539 G_L1: 6.014 D_real: 0.000 D_fake: 0.319 +(epoch: 28, iters: 33768, time: 0.289, data: 0.017) G_GAN: 2.426 G_L1: 4.660 D_real: 0.000 D_fake: 0.305 +(epoch: 28, iters: 33868, time: 0.295, data: 0.017) G_GAN: 2.327 G_L1: 5.502 D_real: 0.000 D_fake: 0.321 +(epoch: 28, iters: 33968, time: 0.416, data: 0.018) G_GAN: 1.654 G_L1: 4.130 D_real: 0.000 D_fake: 0.248 +(epoch: 28, iters: 34068, time: 0.289, data: 0.018) G_GAN: 2.024 G_L1: 4.104 D_real: 0.000 D_fake: 0.210 +(epoch: 28, iters: 34168, time: 0.296, data: 0.017) G_GAN: 2.798 G_L1: 5.422 D_real: 0.000 D_fake: 0.332 +(epoch: 28, iters: 34268, time: 0.297, data: 0.017) G_GAN: 2.263 G_L1: 3.342 D_real: 0.003 D_fake: 0.130 +(epoch: 28, iters: 34368, time: 0.387, data: 0.017) G_GAN: 2.369 G_L1: 4.840 D_real: 0.000 D_fake: 0.335 +(epoch: 28, iters: 34468, time: 0.292, data: 0.017) G_GAN: 1.016 G_L1: 4.640 D_real: 0.003 D_fake: 0.351 +(epoch: 28, iters: 34568, time: 0.289, data: 0.016) G_GAN: 1.612 G_L1: 5.854 D_real: 0.002 D_fake: 0.417 +(epoch: 28, iters: 34668, time: 0.297, data: 0.018) G_GAN: 1.097 G_L1: 3.453 D_real: 0.000 D_fake: 1.013 +(epoch: 28, iters: 34768, time: 0.428, data: 0.018) G_GAN: 2.626 G_L1: 8.028 D_real: 0.000 D_fake: 0.275 +(epoch: 28, iters: 34868, time: 0.300, data: 0.019) G_GAN: 2.160 G_L1: 7.424 D_real: 0.000 D_fake: 0.519 +(epoch: 28, iters: 34968, time: 0.295, data: 0.018) G_GAN: 3.305 G_L1: 4.929 D_real: 0.007 D_fake: 0.182 +(epoch: 28, iters: 35068, time: 0.305, data: 0.021) G_GAN: 1.595 G_L1: 4.913 D_real: 0.000 D_fake: 0.403 +(epoch: 28, iters: 35168, time: 0.409, data: 0.017) G_GAN: 1.703 G_L1: 5.480 D_real: 0.002 D_fake: 0.534 +(epoch: 28, iters: 35268, time: 0.293, data: 0.020) G_GAN: 2.645 G_L1: 5.383 D_real: 0.109 D_fake: 0.159 +(epoch: 28, iters: 35368, time: 0.307, data: 0.018) G_GAN: 1.313 G_L1: 4.246 D_real: 0.001 D_fake: 0.528 +(epoch: 28, iters: 35468, time: 0.300, data: 0.022) G_GAN: 3.906 G_L1: 6.031 D_real: 0.000 D_fake: 0.374 +(epoch: 28, iters: 35568, time: 0.541, data: 0.020) G_GAN: 1.602 G_L1: 4.655 D_real: 0.002 D_fake: 0.304 +(epoch: 28, iters: 35668, time: 0.298, data: 0.019) G_GAN: 2.369 G_L1: 4.341 D_real: 0.009 D_fake: 0.622 +(epoch: 28, iters: 35768, time: 0.307, data: 0.018) G_GAN: 2.387 G_L1: 5.076 D_real: 0.000 D_fake: 0.248 +(epoch: 28, iters: 35868, time: 0.296, data: 0.018) G_GAN: 2.040 G_L1: 5.463 D_real: 0.000 D_fake: 0.379 +(epoch: 28, iters: 35968, time: 0.390, data: 0.017) G_GAN: 1.444 G_L1: 3.871 D_real: 0.003 D_fake: 0.325 +(epoch: 28, iters: 36068, time: 0.288, data: 0.019) G_GAN: 2.208 G_L1: 5.070 D_real: 0.001 D_fake: 0.407 +(epoch: 28, iters: 36168, time: 0.304, data: 0.016) G_GAN: 2.260 G_L1: 4.226 D_real: 0.052 D_fake: 0.307 +(epoch: 28, iters: 36268, time: 0.297, data: 0.018) G_GAN: 2.065 G_L1: 4.889 D_real: 0.474 D_fake: 0.216 +(epoch: 28, iters: 36368, time: 0.417, data: 0.017) G_GAN: 2.064 G_L1: 3.419 D_real: 0.089 D_fake: 0.389 +(epoch: 28, iters: 36468, time: 0.299, data: 0.019) G_GAN: 2.400 G_L1: 4.609 D_real: 0.673 D_fake: 0.256 +(epoch: 28, iters: 36568, time: 0.298, data: 0.018) G_GAN: 1.267 G_L1: 4.285 D_real: 0.614 D_fake: 0.523 +(epoch: 28, iters: 36668, time: 0.304, data: 0.019) G_GAN: 2.229 G_L1: 4.627 D_real: 0.019 D_fake: 0.176 +(epoch: 28, iters: 36768, time: 0.420, data: 0.018) G_GAN: 2.155 G_L1: 4.846 D_real: 0.000 D_fake: 0.297 +(epoch: 28, iters: 36868, time: 0.297, data: 0.024) G_GAN: 2.569 G_L1: 3.416 D_real: 0.007 D_fake: 0.332 +(epoch: 28, iters: 36968, time: 0.303, data: 0.018) G_GAN: 2.617 G_L1: 5.183 D_real: 0.222 D_fake: 0.156 +(epoch: 28, iters: 37068, time: 0.297, data: 0.018) G_GAN: 3.223 G_L1: 3.925 D_real: 0.020 D_fake: 0.276 +(epoch: 28, iters: 37168, time: 0.420, data: 0.018) G_GAN: 5.532 G_L1: 10.175 D_real: 0.010 D_fake: 0.033 +(epoch: 28, iters: 37268, time: 0.300, data: 0.019) G_GAN: 5.338 G_L1: 5.451 D_real: 0.253 D_fake: 0.028 +(epoch: 28, iters: 37368, time: 0.297, data: 0.019) G_GAN: 3.359 G_L1: 4.210 D_real: 0.145 D_fake: 0.067 +(epoch: 28, iters: 37468, time: 0.294, data: 0.019) G_GAN: 2.742 G_L1: 4.033 D_real: 0.005 D_fake: 0.255 +(epoch: 28, iters: 37568, time: 0.563, data: 0.017) G_GAN: 1.840 G_L1: 5.279 D_real: 0.002 D_fake: 0.347 +(epoch: 28, iters: 37668, time: 0.298, data: 0.019) G_GAN: 2.468 G_L1: 4.075 D_real: 0.008 D_fake: 0.096 +(epoch: 28, iters: 37768, time: 0.293, data: 0.017) G_GAN: 2.417 G_L1: 4.479 D_real: 0.002 D_fake: 0.293 +(epoch: 28, iters: 37868, time: 0.302, data: 0.023) G_GAN: 4.093 G_L1: 3.842 D_real: 0.159 D_fake: 0.229 +(epoch: 28, iters: 37968, time: 0.386, data: 0.018) G_GAN: 2.120 G_L1: 4.107 D_real: 0.419 D_fake: 0.491 +(epoch: 28, iters: 38068, time: 0.302, data: 0.019) G_GAN: 4.389 G_L1: 4.183 D_real: 0.048 D_fake: 0.396 +(epoch: 28, iters: 38168, time: 0.302, data: 0.018) G_GAN: 2.950 G_L1: 2.944 D_real: 0.590 D_fake: 0.103 +(epoch: 28, iters: 38268, time: 0.295, data: 0.018) G_GAN: 3.989 G_L1: 5.747 D_real: 0.178 D_fake: 0.034 +(epoch: 28, iters: 38368, time: 0.419, data: 0.018) G_GAN: 4.696 G_L1: 5.253 D_real: 0.013 D_fake: 0.102 +(epoch: 28, iters: 38468, time: 0.299, data: 0.018) G_GAN: 3.521 G_L1: 4.668 D_real: 0.049 D_fake: 0.174 +(epoch: 28, iters: 38568, time: 0.307, data: 0.023) G_GAN: 3.749 G_L1: 9.106 D_real: 0.362 D_fake: 0.029 +(epoch: 28, iters: 38668, time: 0.289, data: 0.023) G_GAN: 3.797 G_L1: 3.707 D_real: 0.017 D_fake: 0.064 +(epoch: 28, iters: 38768, time: 0.391, data: 0.015) G_GAN: 3.677 G_L1: 3.543 D_real: 0.113 D_fake: 0.073 +(epoch: 28, iters: 38868, time: 0.298, data: 0.019) G_GAN: 2.979 G_L1: 4.501 D_real: 0.302 D_fake: 0.123 +(epoch: 28, iters: 38968, time: 0.288, data: 0.017) G_GAN: 3.838 G_L1: 5.013 D_real: 0.097 D_fake: 0.048 +(epoch: 28, iters: 39068, time: 0.291, data: 0.018) G_GAN: 4.207 G_L1: 4.529 D_real: 0.300 D_fake: 0.036 +(epoch: 28, iters: 39168, time: 0.389, data: 0.023) G_GAN: 3.943 G_L1: 4.354 D_real: 0.020 D_fake: 0.135 +(epoch: 28, iters: 39268, time: 0.289, data: 0.018) G_GAN: 4.965 G_L1: 3.823 D_real: 0.064 D_fake: 0.025 +(epoch: 28, iters: 39368, time: 0.291, data: 0.018) G_GAN: 3.726 G_L1: 4.502 D_real: 0.154 D_fake: 0.048 +(epoch: 28, iters: 39468, time: 0.299, data: 0.016) G_GAN: 3.494 G_L1: 5.863 D_real: 0.127 D_fake: 0.111 +(epoch: 28, iters: 39568, time: 0.574, data: 0.018) G_GAN: 3.905 G_L1: 6.494 D_real: 0.012 D_fake: 0.137 +(epoch: 28, iters: 39668, time: 0.290, data: 0.020) G_GAN: 3.489 G_L1: 4.234 D_real: 0.017 D_fake: 0.117 +(epoch: 28, iters: 39768, time: 0.304, data: 0.018) G_GAN: 4.348 G_L1: 6.294 D_real: 0.188 D_fake: 0.049 +(epoch: 28, iters: 39868, time: 0.295, data: 0.019) G_GAN: 5.517 G_L1: 3.295 D_real: 0.056 D_fake: 0.013 +(epoch: 28, iters: 39968, time: 0.410, data: 0.018) G_GAN: 3.827 G_L1: 3.065 D_real: 0.152 D_fake: 0.046 +(epoch: 28, iters: 40068, time: 0.292, data: 0.020) G_GAN: 3.467 G_L1: 4.583 D_real: 0.010 D_fake: 0.499 +(epoch: 28, iters: 40168, time: 0.301, data: 0.018) G_GAN: 3.850 G_L1: 3.929 D_real: 0.008 D_fake: 0.060 +(epoch: 28, iters: 40268, time: 0.295, data: 0.025) G_GAN: 4.605 G_L1: 3.344 D_real: 0.066 D_fake: 0.057 +(epoch: 28, iters: 40368, time: 0.388, data: 0.018) G_GAN: 3.185 G_L1: 3.963 D_real: 0.044 D_fake: 0.366 +(epoch: 28, iters: 40468, time: 0.309, data: 0.018) G_GAN: 3.040 G_L1: 4.704 D_real: 0.037 D_fake: 0.302 +(epoch: 28, iters: 40568, time: 0.302, data: 0.018) G_GAN: 5.515 G_L1: 3.930 D_real: 0.099 D_fake: 0.017 +(epoch: 28, iters: 40668, time: 0.300, data: 0.018) G_GAN: 3.771 G_L1: 4.201 D_real: 0.646 D_fake: 0.075 +(epoch: 28, iters: 40768, time: 0.388, data: 0.018) G_GAN: 4.453 G_L1: 5.541 D_real: 0.026 D_fake: 0.035 +(epoch: 28, iters: 40868, time: 0.299, data: 0.019) G_GAN: 3.699 G_L1: 2.594 D_real: 0.175 D_fake: 0.119 +(epoch: 28, iters: 40968, time: 0.301, data: 0.021) G_GAN: 4.086 G_L1: 3.434 D_real: 0.159 D_fake: 0.775 +(epoch: 28, iters: 41068, time: 0.301, data: 0.018) G_GAN: 3.542 G_L1: 4.134 D_real: 0.143 D_fake: 0.075 +(epoch: 28, iters: 41168, time: 0.415, data: 0.018) G_GAN: 3.493 G_L1: 4.177 D_real: 0.283 D_fake: 0.064 +(epoch: 28, iters: 41268, time: 0.308, data: 0.020) G_GAN: 4.142 G_L1: 4.006 D_real: 0.035 D_fake: 0.542 +(epoch: 28, iters: 41368, time: 0.300, data: 0.019) G_GAN: 3.642 G_L1: 4.012 D_real: 0.080 D_fake: 0.134 +(epoch: 28, iters: 41468, time: 0.308, data: 0.017) G_GAN: 3.395 G_L1: 3.187 D_real: 0.585 D_fake: 0.025 +(epoch: 28, iters: 41568, time: 0.552, data: 0.018) G_GAN: 4.281 G_L1: 4.221 D_real: 0.023 D_fake: 0.048 +(epoch: 28, iters: 41668, time: 0.304, data: 0.019) G_GAN: 3.889 G_L1: 10.218 D_real: 0.222 D_fake: 0.097 +(epoch: 28, iters: 41768, time: 0.307, data: 0.018) G_GAN: 4.637 G_L1: 4.921 D_real: 0.037 D_fake: 0.345 +(epoch: 28, iters: 41868, time: 0.290, data: 0.019) G_GAN: 4.482 G_L1: 3.760 D_real: 0.037 D_fake: 0.045 +(epoch: 28, iters: 41968, time: 0.416, data: 0.016) G_GAN: 3.937 G_L1: 4.370 D_real: 0.141 D_fake: 0.061 +(epoch: 28, iters: 42068, time: 0.302, data: 0.019) G_GAN: 4.888 G_L1: 3.769 D_real: 0.031 D_fake: 0.018 +(epoch: 28, iters: 42168, time: 0.303, data: 0.018) G_GAN: 3.673 G_L1: 3.683 D_real: 0.795 D_fake: 0.050 +(epoch: 28, iters: 42268, time: 0.302, data: 0.018) G_GAN: 3.856 G_L1: 6.268 D_real: 0.004 D_fake: 0.158 +(epoch: 28, iters: 42368, time: 0.427, data: 0.018) G_GAN: 3.913 G_L1: 8.073 D_real: 0.039 D_fake: 0.156 +(epoch: 28, iters: 42468, time: 0.302, data: 0.019) G_GAN: 3.323 G_L1: 4.238 D_real: 0.014 D_fake: 0.167 +(epoch: 28, iters: 42568, time: 0.296, data: 0.018) G_GAN: 4.063 G_L1: 7.023 D_real: 0.002 D_fake: 0.124 +(epoch: 28, iters: 42668, time: 0.302, data: 0.019) G_GAN: 2.857 G_L1: 4.463 D_real: 0.001 D_fake: 0.171 +(epoch: 28, iters: 42768, time: 0.385, data: 0.020) G_GAN: 3.453 G_L1: 3.787 D_real: 0.005 D_fake: 0.223 +(epoch: 28, iters: 42868, time: 0.297, data: 0.019) G_GAN: 2.614 G_L1: 3.712 D_real: 0.000 D_fake: 0.457 +(epoch: 28, iters: 42968, time: 0.297, data: 0.018) G_GAN: 3.184 G_L1: 4.625 D_real: 0.000 D_fake: 0.277 +(epoch: 28, iters: 43068, time: 0.296, data: 0.019) G_GAN: 4.193 G_L1: 5.734 D_real: 0.000 D_fake: 0.135 +(epoch: 28, iters: 43168, time: 0.422, data: 0.018) G_GAN: 2.300 G_L1: 3.675 D_real: 0.001 D_fake: 0.290 +(epoch: 28, iters: 43268, time: 0.298, data: 0.020) G_GAN: 2.844 G_L1: 4.219 D_real: 0.000 D_fake: 0.150 +(epoch: 28, iters: 43368, time: 0.303, data: 0.018) G_GAN: 2.365 G_L1: 5.225 D_real: 0.000 D_fake: 0.229 +(epoch: 28, iters: 43468, time: 0.304, data: 0.017) G_GAN: 3.455 G_L1: 4.966 D_real: 0.000 D_fake: 0.066 +(epoch: 28, iters: 43568, time: 0.561, data: 0.018) G_GAN: 2.680 G_L1: 3.958 D_real: 0.000 D_fake: 0.174 +(epoch: 28, iters: 43668, time: 0.304, data: 0.019) G_GAN: 3.241 G_L1: 4.183 D_real: 0.000 D_fake: 0.274 +(epoch: 28, iters: 43768, time: 0.302, data: 0.017) G_GAN: 4.332 G_L1: 9.253 D_real: 0.000 D_fake: 0.329 +(epoch: 28, iters: 43868, time: 0.277, data: 0.019) G_GAN: 2.605 G_L1: 3.591 D_real: 0.000 D_fake: 0.395 +(epoch: 28, iters: 43968, time: 0.408, data: 0.017) G_GAN: 1.599 G_L1: 5.363 D_real: 0.002 D_fake: 0.163 +(epoch: 28, iters: 44068, time: 0.296, data: 0.020) G_GAN: 5.015 G_L1: 7.856 D_real: 0.000 D_fake: 0.076 +(epoch: 28, iters: 44168, time: 0.305, data: 0.017) G_GAN: 4.252 G_L1: 4.747 D_real: 0.000 D_fake: 0.182 +(epoch: 28, iters: 44268, time: 0.296, data: 0.018) G_GAN: 2.247 G_L1: 4.597 D_real: 0.000 D_fake: 1.223 +(epoch: 28, iters: 44368, time: 0.419, data: 0.019) G_GAN: 2.524 G_L1: 5.386 D_real: 0.000 D_fake: 0.130 +(epoch: 28, iters: 44468, time: 0.297, data: 0.019) G_GAN: 2.172 G_L1: 3.638 D_real: 0.000 D_fake: 0.323 +(epoch: 28, iters: 44568, time: 0.304, data: 0.017) G_GAN: 3.238 G_L1: 4.485 D_real: 0.000 D_fake: 0.845 +(epoch: 28, iters: 44668, time: 0.305, data: 0.019) G_GAN: 2.693 G_L1: 4.599 D_real: 0.002 D_fake: 0.392 +(epoch: 28, iters: 44768, time: 0.423, data: 0.024) G_GAN: 2.165 G_L1: 6.748 D_real: 0.000 D_fake: 0.378 +(epoch: 28, iters: 44868, time: 0.295, data: 0.020) G_GAN: 3.477 G_L1: 6.747 D_real: 0.000 D_fake: 0.164 +(epoch: 28, iters: 44968, time: 0.302, data: 0.018) G_GAN: 2.523 G_L1: 5.010 D_real: 0.000 D_fake: 0.287 +(epoch: 28, iters: 45068, time: 0.307, data: 0.018) G_GAN: 1.507 G_L1: 4.209 D_real: 0.001 D_fake: 0.688 +(epoch: 28, iters: 45168, time: 0.415, data: 0.017) G_GAN: 2.664 G_L1: 6.969 D_real: 0.000 D_fake: 0.386 +(epoch: 28, iters: 45268, time: 0.302, data: 0.020) G_GAN: 2.163 G_L1: 5.377 D_real: 0.001 D_fake: 0.655 +(epoch: 28, iters: 45368, time: 0.297, data: 0.018) G_GAN: 2.955 G_L1: 4.414 D_real: 0.000 D_fake: 0.223 +(epoch: 28, iters: 45468, time: 0.307, data: 0.016) G_GAN: 1.712 G_L1: 4.776 D_real: 0.000 D_fake: 0.477 +(epoch: 28, iters: 45568, time: 0.569, data: 0.024) G_GAN: 4.075 G_L1: 5.678 D_real: 0.031 D_fake: 0.095 +(epoch: 28, iters: 45668, time: 0.305, data: 0.018) G_GAN: 2.011 G_L1: 5.304 D_real: 0.001 D_fake: 0.933 +(epoch: 28, iters: 45768, time: 0.304, data: 0.018) G_GAN: 2.687 G_L1: 5.104 D_real: 0.023 D_fake: 0.184 +(epoch: 28, iters: 45868, time: 0.308, data: 0.019) G_GAN: 2.625 G_L1: 4.613 D_real: 0.000 D_fake: 0.107 +(epoch: 28, iters: 45968, time: 0.414, data: 0.024) G_GAN: 2.573 G_L1: 4.075 D_real: 0.084 D_fake: 0.484 +(epoch: 28, iters: 46068, time: 0.299, data: 0.019) G_GAN: 4.467 G_L1: 4.183 D_real: 0.083 D_fake: 0.043 +(epoch: 28, iters: 46168, time: 0.308, data: 0.018) G_GAN: 3.510 G_L1: 3.634 D_real: 0.226 D_fake: 0.094 +(epoch: 28, iters: 46268, time: 0.299, data: 0.017) G_GAN: 3.344 G_L1: 3.518 D_real: 0.054 D_fake: 0.212 +(epoch: 28, iters: 46368, time: 0.400, data: 0.017) G_GAN: 3.327 G_L1: 3.710 D_real: 0.323 D_fake: 0.109 +(epoch: 28, iters: 46468, time: 0.307, data: 0.020) G_GAN: 5.590 G_L1: 5.496 D_real: 0.027 D_fake: 0.493 +(epoch: 28, iters: 46568, time: 0.301, data: 0.018) G_GAN: 2.607 G_L1: 4.736 D_real: 0.008 D_fake: 0.098 +(epoch: 28, iters: 46668, time: 0.301, data: 0.018) G_GAN: 3.613 G_L1: 4.805 D_real: 0.221 D_fake: 0.058 +(epoch: 28, iters: 46768, time: 0.420, data: 0.018) G_GAN: 3.001 G_L1: 5.709 D_real: 0.050 D_fake: 0.200 +(epoch: 28, iters: 46868, time: 0.297, data: 0.018) G_GAN: 3.209 G_L1: 7.005 D_real: 0.000 D_fake: 0.182 +(epoch: 28, iters: 46968, time: 0.300, data: 0.019) G_GAN: 3.136 G_L1: 5.043 D_real: 0.001 D_fake: 0.119 +(epoch: 28, iters: 47068, time: 0.305, data: 0.020) G_GAN: 3.102 G_L1: 3.908 D_real: 0.006 D_fake: 0.384 +(epoch: 28, iters: 47168, time: 0.416, data: 0.020) G_GAN: 2.823 G_L1: 4.579 D_real: 0.064 D_fake: 0.248 +(epoch: 28, iters: 47268, time: 0.300, data: 0.019) G_GAN: 3.087 G_L1: 5.279 D_real: 0.011 D_fake: 0.323 +(epoch: 28, iters: 47368, time: 0.303, data: 0.018) G_GAN: 1.825 G_L1: 4.707 D_real: 0.336 D_fake: 0.656 +(epoch: 28, iters: 47468, time: 0.303, data: 0.018) G_GAN: 3.649 G_L1: 5.385 D_real: 0.001 D_fake: 0.141 +(epoch: 28, iters: 47568, time: 0.571, data: 0.018) G_GAN: 3.075 G_L1: 6.717 D_real: 0.016 D_fake: 0.221 +(epoch: 28, iters: 47668, time: 0.302, data: 0.019) G_GAN: 3.781 G_L1: 3.979 D_real: 0.000 D_fake: 0.076 +(epoch: 28, iters: 47768, time: 0.295, data: 0.018) G_GAN: 3.494 G_L1: 6.178 D_real: 0.000 D_fake: 0.116 +(epoch: 28, iters: 47868, time: 0.302, data: 0.017) G_GAN: 3.419 G_L1: 3.722 D_real: 0.000 D_fake: 0.455 +(epoch: 28, iters: 47968, time: 0.418, data: 0.018) G_GAN: 2.829 G_L1: 3.742 D_real: 0.011 D_fake: 0.311 +(epoch: 28, iters: 48068, time: 0.304, data: 0.020) G_GAN: 3.187 G_L1: 5.828 D_real: 0.000 D_fake: 0.077 +(epoch: 28, iters: 48168, time: 0.301, data: 0.017) G_GAN: 1.818 G_L1: 4.225 D_real: 0.000 D_fake: 0.258 +(epoch: 28, iters: 48268, time: 0.302, data: 0.019) G_GAN: 3.399 G_L1: 6.113 D_real: 0.001 D_fake: 0.121 +(epoch: 28, iters: 48368, time: 0.386, data: 0.018) G_GAN: 1.509 G_L1: 4.224 D_real: 0.002 D_fake: 0.268 +(epoch: 28, iters: 48468, time: 0.293, data: 0.019) G_GAN: 1.306 G_L1: 4.544 D_real: 0.010 D_fake: 0.585 +(epoch: 28, iters: 48568, time: 0.291, data: 0.017) G_GAN: 1.667 G_L1: 5.030 D_real: 0.004 D_fake: 0.329 +(epoch: 28, iters: 48668, time: 0.305, data: 0.018) G_GAN: 2.017 G_L1: 4.363 D_real: 0.001 D_fake: 0.157 +(epoch: 28, iters: 48768, time: 0.421, data: 0.020) G_GAN: 2.438 G_L1: 4.872 D_real: 0.000 D_fake: 0.556 +(epoch: 28, iters: 48868, time: 0.301, data: 0.020) G_GAN: 2.040 G_L1: 3.815 D_real: 0.000 D_fake: 0.525 +(epoch: 28, iters: 48968, time: 0.299, data: 0.019) G_GAN: 2.266 G_L1: 4.109 D_real: 0.000 D_fake: 0.191 +(epoch: 28, iters: 49068, time: 0.298, data: 0.020) G_GAN: 1.384 G_L1: 5.762 D_real: 0.001 D_fake: 0.223 +(epoch: 28, iters: 49168, time: 0.410, data: 0.018) G_GAN: 2.027 G_L1: 5.665 D_real: 0.016 D_fake: 0.163 +(epoch: 28, iters: 49268, time: 0.304, data: 0.017) G_GAN: 1.936 G_L1: 4.057 D_real: 0.008 D_fake: 0.537 +(epoch: 28, iters: 49368, time: 0.301, data: 0.019) G_GAN: 1.300 G_L1: 3.938 D_real: 0.000 D_fake: 0.393 +(epoch: 28, iters: 49468, time: 0.304, data: 0.020) G_GAN: 2.494 G_L1: 3.999 D_real: 0.000 D_fake: 0.341 +(epoch: 28, iters: 49568, time: 0.568, data: 0.018) G_GAN: 2.127 G_L1: 4.068 D_real: 0.000 D_fake: 0.290 +(epoch: 28, iters: 49668, time: 0.301, data: 0.021) G_GAN: 1.672 G_L1: 4.653 D_real: 0.002 D_fake: 0.748 +(epoch: 28, iters: 49768, time: 0.306, data: 0.018) G_GAN: 2.162 G_L1: 5.345 D_real: 0.000 D_fake: 0.364 +(epoch: 28, iters: 49868, time: 0.297, data: 0.020) G_GAN: 0.538 G_L1: 4.561 D_real: 0.001 D_fake: 0.756 +(epoch: 28, iters: 49968, time: 0.422, data: 0.019) G_GAN: 1.574 G_L1: 4.537 D_real: 0.002 D_fake: 0.413 +(epoch: 28, iters: 50068, time: 0.298, data: 0.020) G_GAN: 2.492 G_L1: 8.629 D_real: 0.004 D_fake: 0.175 +(epoch: 28, iters: 50168, time: 0.305, data: 0.019) G_GAN: 1.904 G_L1: 6.802 D_real: 0.000 D_fake: 0.380 +(epoch: 28, iters: 50268, time: 0.297, data: 0.020) G_GAN: 1.983 G_L1: 4.578 D_real: 0.001 D_fake: 0.280 +(epoch: 28, iters: 50368, time: 0.403, data: 0.018) G_GAN: 2.034 G_L1: 3.673 D_real: 0.001 D_fake: 0.336 +(epoch: 28, iters: 50468, time: 0.300, data: 0.019) G_GAN: 2.084 G_L1: 5.742 D_real: 0.025 D_fake: 0.249 +(epoch: 28, iters: 50568, time: 0.297, data: 0.018) G_GAN: 3.107 G_L1: 6.509 D_real: 0.001 D_fake: 0.815 +(epoch: 28, iters: 50668, time: 0.293, data: 0.017) G_GAN: 1.256 G_L1: 4.354 D_real: 0.001 D_fake: 0.434 +(epoch: 28, iters: 50768, time: 0.429, data: 0.017) G_GAN: 2.618 G_L1: 6.479 D_real: 0.024 D_fake: 0.264 +(epoch: 28, iters: 50868, time: 0.298, data: 0.019) G_GAN: 1.582 G_L1: 4.317 D_real: 0.000 D_fake: 0.316 +(epoch: 28, iters: 50968, time: 0.304, data: 0.023) G_GAN: 2.460 G_L1: 9.198 D_real: 0.000 D_fake: 0.228 +(epoch: 28, iters: 51068, time: 0.302, data: 0.017) G_GAN: 1.482 G_L1: 4.246 D_real: 0.000 D_fake: 0.536 +(epoch: 28, iters: 51168, time: 0.391, data: 0.021) G_GAN: 2.910 G_L1: 5.867 D_real: 0.108 D_fake: 0.119 +(epoch: 28, iters: 51268, time: 0.299, data: 0.018) G_GAN: 2.956 G_L1: 5.390 D_real: 0.107 D_fake: 0.711 +(epoch: 28, iters: 51368, time: 0.295, data: 0.021) G_GAN: 4.043 G_L1: 5.505 D_real: 0.156 D_fake: 0.473 +(epoch: 28, iters: 51468, time: 0.304, data: 0.017) G_GAN: 2.105 G_L1: 2.977 D_real: 0.396 D_fake: 0.148 +(epoch: 28, iters: 51568, time: 0.588, data: 0.018) G_GAN: 4.324 G_L1: 8.714 D_real: 0.018 D_fake: 0.272 +(epoch: 28, iters: 51668, time: 0.286, data: 0.020) G_GAN: 2.692 G_L1: 4.668 D_real: 0.000 D_fake: 0.313 +(epoch: 28, iters: 51768, time: 0.305, data: 0.023) G_GAN: 2.636 G_L1: 4.590 D_real: 0.016 D_fake: 0.130 +(epoch: 28, iters: 51868, time: 0.310, data: 0.018) G_GAN: 1.609 G_L1: 4.576 D_real: 0.469 D_fake: 0.373 +(epoch: 28, iters: 51968, time: 0.408, data: 0.018) G_GAN: 2.646 G_L1: 5.967 D_real: 0.092 D_fake: 0.128 +(epoch: 28, iters: 52068, time: 0.307, data: 0.018) G_GAN: 1.878 G_L1: 5.508 D_real: 0.020 D_fake: 0.480 +(epoch: 28, iters: 52168, time: 0.301, data: 0.021) G_GAN: 2.771 G_L1: 5.678 D_real: 0.005 D_fake: 0.525 +(epoch: 28, iters: 52268, time: 0.304, data: 0.020) G_GAN: 2.499 G_L1: 3.896 D_real: 0.007 D_fake: 0.112 +(epoch: 28, iters: 52368, time: 0.423, data: 0.019) G_GAN: 1.444 G_L1: 5.717 D_real: 0.000 D_fake: 0.175 +(epoch: 28, iters: 52468, time: 0.302, data: 0.021) G_GAN: 1.317 G_L1: 4.846 D_real: 0.002 D_fake: 0.490 +(epoch: 28, iters: 52568, time: 0.305, data: 0.018) G_GAN: 1.689 G_L1: 3.836 D_real: 0.008 D_fake: 0.170 +(epoch: 28, iters: 52668, time: 0.299, data: 0.017) G_GAN: 1.635 G_L1: 3.874 D_real: 0.033 D_fake: 0.347 +(epoch: 28, iters: 52768, time: 0.423, data: 0.017) G_GAN: 1.683 G_L1: 3.533 D_real: 0.005 D_fake: 0.619 +(epoch: 28, iters: 52868, time: 0.293, data: 0.019) G_GAN: 2.314 G_L1: 3.640 D_real: 0.195 D_fake: 0.169 +(epoch: 28, iters: 52968, time: 0.299, data: 0.018) G_GAN: 2.503 G_L1: 3.909 D_real: 0.419 D_fake: 0.364 +(epoch: 28, iters: 53068, time: 0.304, data: 0.020) G_GAN: 2.155 G_L1: 3.803 D_real: 0.003 D_fake: 0.420 +(epoch: 28, iters: 53168, time: 0.387, data: 0.021) G_GAN: 4.009 G_L1: 2.733 D_real: 0.024 D_fake: 0.045 +(epoch: 28, iters: 53268, time: 0.301, data: 0.018) G_GAN: 3.485 G_L1: 5.317 D_real: 0.532 D_fake: 0.056 +(epoch: 28, iters: 53368, time: 0.301, data: 0.017) G_GAN: 3.581 G_L1: 4.993 D_real: 0.040 D_fake: 0.129 +(epoch: 28, iters: 53468, time: 0.302, data: 0.018) G_GAN: 2.414 G_L1: 4.811 D_real: 0.235 D_fake: 0.249 +(epoch: 28, iters: 53568, time: 0.577, data: 0.018) G_GAN: 3.298 G_L1: 8.000 D_real: 0.563 D_fake: 0.052 +(epoch: 28, iters: 53668, time: 0.301, data: 0.018) G_GAN: 3.279 G_L1: 4.330 D_real: 0.000 D_fake: 0.608 +(epoch: 28, iters: 53768, time: 0.302, data: 0.019) G_GAN: 2.997 G_L1: 3.120 D_real: 0.950 D_fake: 0.066 +(epoch: 28, iters: 53868, time: 0.302, data: 0.019) G_GAN: 3.284 G_L1: 6.099 D_real: 0.312 D_fake: 0.103 +(epoch: 28, iters: 53968, time: 0.403, data: 0.019) G_GAN: 3.369 G_L1: 4.122 D_real: 0.392 D_fake: 0.110 +(epoch: 28, iters: 54068, time: 0.304, data: 0.019) G_GAN: 3.579 G_L1: 3.997 D_real: 0.116 D_fake: 0.536 +(epoch: 28, iters: 54168, time: 0.304, data: 0.019) G_GAN: 3.140 G_L1: 3.220 D_real: 0.219 D_fake: 0.053 +(epoch: 28, iters: 54268, time: 0.279, data: 0.020) G_GAN: 3.633 G_L1: 6.446 D_real: 0.106 D_fake: 0.186 +(epoch: 28, iters: 54368, time: 0.417, data: 0.015) G_GAN: 4.432 G_L1: 4.649 D_real: 0.004 D_fake: 0.060 +(epoch: 28, iters: 54468, time: 0.304, data: 0.018) G_GAN: 3.541 G_L1: 2.855 D_real: 0.177 D_fake: 0.067 +(epoch: 28, iters: 54568, time: 0.305, data: 0.019) G_GAN: 4.673 G_L1: 4.954 D_real: 0.012 D_fake: 0.032 +(epoch: 28, iters: 54668, time: 0.298, data: 0.020) G_GAN: 3.410 G_L1: 3.765 D_real: 0.133 D_fake: 0.318 +(epoch: 28, iters: 54768, time: 0.397, data: 0.015) G_GAN: 3.018 G_L1: 3.978 D_real: 0.256 D_fake: 0.119 +(epoch: 28, iters: 54868, time: 0.305, data: 0.019) G_GAN: 3.180 G_L1: 3.944 D_real: 0.222 D_fake: 0.092 +(epoch: 28, iters: 54968, time: 0.284, data: 0.020) G_GAN: 4.934 G_L1: 4.795 D_real: 0.002 D_fake: 0.628 +(epoch: 28, iters: 55068, time: 0.303, data: 0.019) G_GAN: 3.821 G_L1: 4.836 D_real: 0.068 D_fake: 0.188 +(epoch: 28, iters: 55168, time: 0.409, data: 0.018) G_GAN: 3.718 G_L1: 3.623 D_real: 0.170 D_fake: 0.103 +(epoch: 28, iters: 55268, time: 0.304, data: 0.020) G_GAN: 4.623 G_L1: 5.223 D_real: 0.036 D_fake: 0.034 +(epoch: 28, iters: 55368, time: 0.295, data: 0.023) G_GAN: 3.716 G_L1: 4.597 D_real: 0.430 D_fake: 0.038 +(epoch: 28, iters: 55468, time: 0.304, data: 0.018) G_GAN: 3.943 G_L1: 6.866 D_real: 0.054 D_fake: 0.265 +(epoch: 28, iters: 55568, time: 0.557, data: 0.018) G_GAN: 3.145 G_L1: 4.191 D_real: 0.301 D_fake: 0.134 +(epoch: 28, iters: 55668, time: 0.295, data: 0.019) G_GAN: 3.385 G_L1: 3.078 D_real: 0.027 D_fake: 0.116 +(epoch: 28, iters: 55768, time: 0.303, data: 0.018) G_GAN: 4.067 G_L1: 2.845 D_real: 0.030 D_fake: 0.083 +(epoch: 28, iters: 55868, time: 0.295, data: 0.018) G_GAN: 2.023 G_L1: 5.437 D_real: 0.007 D_fake: 0.263 +(epoch: 28, iters: 55968, time: 0.398, data: 0.019) G_GAN: 2.610 G_L1: 4.569 D_real: 0.013 D_fake: 0.352 +(epoch: 28, iters: 56068, time: 0.301, data: 0.021) G_GAN: 2.129 G_L1: 3.866 D_real: 0.000 D_fake: 0.136 +(epoch: 28, iters: 56168, time: 0.285, data: 0.018) G_GAN: 2.570 G_L1: 6.377 D_real: 0.000 D_fake: 0.129 +(epoch: 28, iters: 56268, time: 0.304, data: 0.016) G_GAN: 3.095 G_L1: 3.889 D_real: 0.001 D_fake: 0.087 +(epoch: 28, iters: 56368, time: 0.401, data: 0.017) G_GAN: 2.380 G_L1: 3.194 D_real: 0.001 D_fake: 0.103 +(epoch: 28, iters: 56468, time: 0.297, data: 0.019) G_GAN: 2.673 G_L1: 4.262 D_real: 0.004 D_fake: 0.053 +(epoch: 28, iters: 56568, time: 0.295, data: 0.017) G_GAN: 2.817 G_L1: 4.716 D_real: 0.000 D_fake: 0.267 +(epoch: 28, iters: 56668, time: 0.303, data: 0.016) G_GAN: 3.041 G_L1: 4.959 D_real: 0.006 D_fake: 0.767 +(epoch: 28, iters: 56768, time: 0.426, data: 0.019) G_GAN: 1.755 G_L1: 4.721 D_real: 0.001 D_fake: 0.322 +(epoch: 28, iters: 56868, time: 0.303, data: 0.019) G_GAN: 2.524 G_L1: 7.475 D_real: 0.000 D_fake: 0.377 +(epoch: 28, iters: 56968, time: 0.297, data: 0.018) G_GAN: 1.912 G_L1: 4.139 D_real: 0.000 D_fake: 0.704 +(epoch: 28, iters: 57068, time: 0.297, data: 0.017) G_GAN: 1.998 G_L1: 4.449 D_real: 0.001 D_fake: 0.181 +(epoch: 28, iters: 57168, time: 0.429, data: 0.017) G_GAN: 2.176 G_L1: 6.014 D_real: 0.000 D_fake: 0.189 +(epoch: 28, iters: 57268, time: 0.297, data: 0.018) G_GAN: 2.208 G_L1: 4.731 D_real: 0.001 D_fake: 0.325 +(epoch: 28, iters: 57368, time: 0.303, data: 0.018) G_GAN: 2.014 G_L1: 4.388 D_real: 0.000 D_fake: 0.422 +(epoch: 28, iters: 57468, time: 0.304, data: 0.018) G_GAN: 2.778 G_L1: 9.438 D_real: 0.002 D_fake: 0.157 +(epoch: 28, iters: 57568, time: 0.542, data: 0.017) G_GAN: 2.401 G_L1: 5.989 D_real: 0.005 D_fake: 0.166 +(epoch: 28, iters: 57668, time: 0.296, data: 0.019) G_GAN: 3.028 G_L1: 6.200 D_real: 0.000 D_fake: 0.155 +(epoch: 28, iters: 57768, time: 0.293, data: 0.017) G_GAN: 2.825 G_L1: 4.196 D_real: 0.001 D_fake: 0.218 +(epoch: 28, iters: 57868, time: 0.296, data: 0.016) G_GAN: 3.045 G_L1: 4.390 D_real: 0.003 D_fake: 0.224 +(epoch: 28, iters: 57968, time: 0.373, data: 0.016) G_GAN: 2.849 G_L1: 5.268 D_real: 0.000 D_fake: 0.311 +(epoch: 28, iters: 58068, time: 0.305, data: 0.017) G_GAN: 2.646 G_L1: 4.076 D_real: 0.001 D_fake: 0.231 +(epoch: 28, iters: 58168, time: 0.301, data: 0.018) G_GAN: 2.428 G_L1: 5.465 D_real: 0.004 D_fake: 0.239 +(epoch: 28, iters: 58268, time: 0.289, data: 0.016) G_GAN: 2.170 G_L1: 5.368 D_real: 0.003 D_fake: 0.076 +(epoch: 28, iters: 58368, time: 0.411, data: 0.017) G_GAN: 1.771 G_L1: 5.522 D_real: 0.004 D_fake: 0.256 +(epoch: 28, iters: 58468, time: 0.306, data: 0.018) G_GAN: 1.533 G_L1: 3.499 D_real: 0.003 D_fake: 0.760 +(epoch: 28, iters: 58568, time: 0.300, data: 0.017) G_GAN: 3.598 G_L1: 6.428 D_real: 0.001 D_fake: 0.032 +(epoch: 28, iters: 58668, time: 0.295, data: 0.018) G_GAN: 1.967 G_L1: 4.331 D_real: 0.002 D_fake: 0.458 +(epoch: 28, iters: 58768, time: 0.373, data: 0.017) G_GAN: 1.409 G_L1: 5.894 D_real: 0.004 D_fake: 0.780 +(epoch: 28, iters: 58868, time: 0.299, data: 0.016) G_GAN: 2.353 G_L1: 4.290 D_real: 0.000 D_fake: 0.244 +(epoch: 28, iters: 58968, time: 0.298, data: 0.017) G_GAN: 2.399 G_L1: 3.591 D_real: 0.000 D_fake: 0.431 +(epoch: 28, iters: 59068, time: 0.300, data: 0.022) G_GAN: 1.599 G_L1: 3.946 D_real: 0.008 D_fake: 0.406 +(epoch: 28, iters: 59168, time: 0.410, data: 0.018) G_GAN: 2.157 G_L1: 4.279 D_real: 0.003 D_fake: 0.725 +(epoch: 28, iters: 59268, time: 0.300, data: 0.019) G_GAN: 2.300 G_L1: 4.467 D_real: 0.000 D_fake: 0.350 +(epoch: 28, iters: 59368, time: 0.303, data: 0.018) G_GAN: 1.456 G_L1: 5.341 D_real: 0.032 D_fake: 0.377 +(epoch: 28, iters: 59468, time: 0.304, data: 0.018) G_GAN: 1.183 G_L1: 3.510 D_real: 0.017 D_fake: 0.330 +(epoch: 28, iters: 59568, time: 0.561, data: 0.018) G_GAN: 1.523 G_L1: 4.329 D_real: 0.000 D_fake: 0.376 +(epoch: 28, iters: 59668, time: 0.305, data: 0.019) G_GAN: 4.642 G_L1: 4.939 D_real: 0.427 D_fake: 1.979 +(epoch: 28, iters: 59768, time: 0.304, data: 0.018) G_GAN: 3.182 G_L1: 5.648 D_real: 0.130 D_fake: 0.475 +(epoch: 28, iters: 59868, time: 0.292, data: 0.018) G_GAN: 4.396 G_L1: 6.227 D_real: 0.224 D_fake: 0.136 +(epoch: 28, iters: 59968, time: 0.407, data: 0.017) G_GAN: 3.094 G_L1: 3.247 D_real: 0.176 D_fake: 0.084 +(epoch: 29, iters: 52, time: 0.293, data: 0.019) G_GAN: 4.448 G_L1: 5.324 D_real: 0.054 D_fake: 0.174 +(epoch: 29, iters: 152, time: 0.298, data: 0.017) G_GAN: 2.415 G_L1: 4.106 D_real: 0.366 D_fake: 0.156 +(epoch: 29, iters: 252, time: 0.304, data: 0.019) G_GAN: 3.366 G_L1: 5.476 D_real: 0.518 D_fake: 0.044 +(epoch: 29, iters: 352, time: 0.553, data: 0.019) G_GAN: 4.443 G_L1: 4.437 D_real: 0.022 D_fake: 0.035 +(epoch: 29, iters: 452, time: 0.305, data: 0.025) G_GAN: 3.389 G_L1: 5.723 D_real: 0.000 D_fake: 0.118 +(epoch: 29, iters: 552, time: 0.303, data: 0.020) G_GAN: 2.297 G_L1: 5.582 D_real: 0.033 D_fake: 0.392 +(epoch: 29, iters: 652, time: 0.302, data: 0.019) G_GAN: 3.426 G_L1: 3.350 D_real: 0.066 D_fake: 0.091 +(epoch: 29, iters: 752, time: 0.406, data: 0.020) G_GAN: 4.872 G_L1: 4.582 D_real: 0.154 D_fake: 0.034 +(epoch: 29, iters: 852, time: 0.296, data: 0.019) G_GAN: 3.123 G_L1: 4.414 D_real: 0.052 D_fake: 0.249 +(epoch: 29, iters: 952, time: 0.297, data: 0.024) G_GAN: 3.313 G_L1: 8.038 D_real: 0.089 D_fake: 0.389 +(epoch: 29, iters: 1052, time: 0.303, data: 0.018) G_GAN: 3.383 G_L1: 4.724 D_real: 0.181 D_fake: 0.140 +(epoch: 29, iters: 1152, time: 0.397, data: 0.020) G_GAN: 2.800 G_L1: 4.370 D_real: 0.038 D_fake: 0.131 +(epoch: 29, iters: 1252, time: 0.302, data: 0.019) G_GAN: 3.042 G_L1: 4.638 D_real: 0.008 D_fake: 0.134 +(epoch: 29, iters: 1352, time: 0.307, data: 0.019) G_GAN: 2.111 G_L1: 2.812 D_real: 0.347 D_fake: 0.148 +(epoch: 29, iters: 1452, time: 0.305, data: 0.022) G_GAN: 4.305 G_L1: 2.458 D_real: 0.207 D_fake: 0.025 +(epoch: 29, iters: 1552, time: 0.519, data: 0.019) G_GAN: 5.042 G_L1: 6.191 D_real: 0.142 D_fake: 0.012 +(epoch: 29, iters: 1652, time: 0.297, data: 0.020) G_GAN: 4.126 G_L1: 4.045 D_real: 0.022 D_fake: 0.069 +(epoch: 29, iters: 1752, time: 0.306, data: 0.018) G_GAN: 2.411 G_L1: 2.671 D_real: 0.257 D_fake: 0.142 +(epoch: 29, iters: 1852, time: 0.303, data: 0.019) G_GAN: 4.833 G_L1: 6.211 D_real: 0.043 D_fake: 0.038 +(epoch: 29, iters: 1952, time: 0.395, data: 0.022) G_GAN: 3.351 G_L1: 2.918 D_real: 0.042 D_fake: 0.141 +(epoch: 29, iters: 2052, time: 0.301, data: 0.020) G_GAN: 3.683 G_L1: 4.996 D_real: 0.049 D_fake: 0.131 +(epoch: 29, iters: 2152, time: 0.305, data: 0.019) G_GAN: 3.820 G_L1: 4.633 D_real: 0.041 D_fake: 0.698 +(epoch: 29, iters: 2252, time: 0.299, data: 0.021) G_GAN: 3.726 G_L1: 5.507 D_real: 0.097 D_fake: 0.110 +(epoch: 29, iters: 2352, time: 0.413, data: 0.018) G_GAN: 4.834 G_L1: 4.292 D_real: 0.011 D_fake: 0.036 +(epoch: 29, iters: 2452, time: 0.296, data: 0.019) G_GAN: 3.865 G_L1: 4.294 D_real: 0.005 D_fake: 0.172 +(epoch: 29, iters: 2552, time: 0.302, data: 0.020) G_GAN: 3.024 G_L1: 5.591 D_real: 0.692 D_fake: 0.150 +(epoch: 29, iters: 2652, time: 0.305, data: 0.021) G_GAN: 3.738 G_L1: 3.374 D_real: 0.067 D_fake: 0.610 +(epoch: 29, iters: 2752, time: 0.427, data: 0.019) G_GAN: 3.325 G_L1: 6.019 D_real: 0.030 D_fake: 0.210 +(epoch: 29, iters: 2852, time: 0.301, data: 0.020) G_GAN: 3.119 G_L1: 4.518 D_real: 0.238 D_fake: 0.503 +(epoch: 29, iters: 2952, time: 0.303, data: 0.024) G_GAN: 3.101 G_L1: 3.491 D_real: 0.154 D_fake: 0.210 +(epoch: 29, iters: 3052, time: 0.304, data: 0.020) G_GAN: 3.274 G_L1: 3.089 D_real: 0.545 D_fake: 0.052 +(epoch: 29, iters: 3152, time: 0.427, data: 0.020) G_GAN: 3.169 G_L1: 3.619 D_real: 0.130 D_fake: 0.088 +(epoch: 29, iters: 3252, time: 0.303, data: 0.020) G_GAN: 4.625 G_L1: 3.361 D_real: 0.343 D_fake: 0.011 +(epoch: 29, iters: 3352, time: 0.297, data: 0.020) G_GAN: 6.495 G_L1: 4.718 D_real: 1.689 D_fake: 0.001 +(epoch: 29, iters: 3452, time: 0.300, data: 0.019) G_GAN: 3.435 G_L1: 6.290 D_real: 0.002 D_fake: 0.123 +(epoch: 29, iters: 3552, time: 0.580, data: 0.018) G_GAN: 3.536 G_L1: 3.577 D_real: 0.005 D_fake: 0.164 +(epoch: 29, iters: 3652, time: 0.301, data: 0.020) G_GAN: 3.233 G_L1: 4.795 D_real: 0.001 D_fake: 0.353 +(epoch: 29, iters: 3752, time: 0.302, data: 0.017) G_GAN: 5.183 G_L1: 7.735 D_real: 0.000 D_fake: 0.025 +(epoch: 29, iters: 3852, time: 0.301, data: 0.019) G_GAN: 2.672 G_L1: 4.387 D_real: 0.000 D_fake: 0.151 +(epoch: 29, iters: 3952, time: 0.415, data: 0.024) G_GAN: 3.553 G_L1: 6.548 D_real: 0.000 D_fake: 0.030 +(epoch: 29, iters: 4052, time: 0.305, data: 0.019) G_GAN: 2.374 G_L1: 6.860 D_real: 0.001 D_fake: 0.136 +(epoch: 29, iters: 4152, time: 0.311, data: 0.023) G_GAN: 3.213 G_L1: 4.085 D_real: 0.000 D_fake: 0.127 +(epoch: 29, iters: 4252, time: 0.302, data: 0.021) G_GAN: 2.514 G_L1: 5.061 D_real: 0.008 D_fake: 0.287 +(epoch: 29, iters: 4352, time: 0.413, data: 0.018) G_GAN: 3.753 G_L1: 4.899 D_real: 0.000 D_fake: 1.042 +(epoch: 29, iters: 4452, time: 0.304, data: 0.019) G_GAN: 2.779 G_L1: 4.776 D_real: 0.000 D_fake: 0.164 +(epoch: 29, iters: 4552, time: 0.305, data: 0.018) G_GAN: 2.484 G_L1: 4.284 D_real: 0.003 D_fake: 0.457 +(epoch: 29, iters: 4652, time: 0.289, data: 0.019) G_GAN: 1.430 G_L1: 3.613 D_real: 0.003 D_fake: 0.432 +(epoch: 29, iters: 4752, time: 0.388, data: 0.014) G_GAN: 2.129 G_L1: 3.403 D_real: 0.000 D_fake: 0.918 +(epoch: 29, iters: 4852, time: 0.302, data: 0.018) G_GAN: 3.879 G_L1: 4.960 D_real: 0.000 D_fake: 0.161 +(epoch: 29, iters: 4952, time: 0.305, data: 0.017) G_GAN: 2.853 G_L1: 6.362 D_real: 0.001 D_fake: 0.171 +(epoch: 29, iters: 5052, time: 0.303, data: 0.017) G_GAN: 3.172 G_L1: 4.061 D_real: 0.000 D_fake: 1.063 +(epoch: 29, iters: 5152, time: 0.386, data: 0.016) G_GAN: 1.720 G_L1: 4.462 D_real: 0.002 D_fake: 0.259 +(epoch: 29, iters: 5252, time: 0.307, data: 0.018) G_GAN: 4.428 G_L1: 8.079 D_real: 0.003 D_fake: 0.573 +(epoch: 29, iters: 5352, time: 0.280, data: 0.018) G_GAN: 2.817 G_L1: 5.326 D_real: 0.000 D_fake: 2.084 +(epoch: 29, iters: 5452, time: 0.298, data: 0.015) G_GAN: 2.315 G_L1: 4.632 D_real: 0.000 D_fake: 0.335 +(epoch: 29, iters: 5552, time: 0.522, data: 0.018) G_GAN: 2.816 G_L1: 4.336 D_real: 0.000 D_fake: 0.476 +(epoch: 29, iters: 5652, time: 0.299, data: 0.024) G_GAN: 1.837 G_L1: 4.463 D_real: 0.001 D_fake: 0.393 +(epoch: 29, iters: 5752, time: 0.293, data: 0.017) G_GAN: 1.781 G_L1: 4.564 D_real: 0.000 D_fake: 0.581 +(epoch: 29, iters: 5852, time: 0.302, data: 0.017) G_GAN: 3.480 G_L1: 6.281 D_real: 0.014 D_fake: 0.267 +(epoch: 29, iters: 5952, time: 0.415, data: 0.016) G_GAN: 1.990 G_L1: 5.755 D_real: 0.000 D_fake: 1.511 +(epoch: 29, iters: 6052, time: 0.301, data: 0.018) G_GAN: 2.230 G_L1: 4.700 D_real: 0.000 D_fake: 0.182 +(epoch: 29, iters: 6152, time: 0.297, data: 0.018) G_GAN: 4.456 G_L1: 7.500 D_real: 0.000 D_fake: 1.558 +(epoch: 29, iters: 6252, time: 0.294, data: 0.024) G_GAN: 2.391 G_L1: 6.152 D_real: 0.005 D_fake: 0.798 +(epoch: 29, iters: 6352, time: 0.423, data: 0.017) G_GAN: 2.611 G_L1: 5.545 D_real: 0.000 D_fake: 0.394 +(epoch: 29, iters: 6452, time: 0.306, data: 0.018) G_GAN: 1.230 G_L1: 5.394 D_real: 0.000 D_fake: 0.483 +(epoch: 29, iters: 6552, time: 0.291, data: 0.017) G_GAN: 2.170 G_L1: 7.227 D_real: 0.002 D_fake: 0.268 +(epoch: 29, iters: 6652, time: 0.285, data: 0.015) G_GAN: 1.729 G_L1: 2.839 D_real: 0.051 D_fake: 0.166 +(epoch: 29, iters: 6752, time: 0.416, data: 0.014) G_GAN: 2.696 G_L1: 4.822 D_real: 0.000 D_fake: 0.160 +(epoch: 29, iters: 6852, time: 0.294, data: 0.020) G_GAN: 1.934 G_L1: 4.586 D_real: 0.001 D_fake: 0.564 +(epoch: 29, iters: 6952, time: 0.292, data: 0.016) G_GAN: 2.930 G_L1: 8.457 D_real: 0.002 D_fake: 0.213 +(epoch: 29, iters: 7052, time: 0.297, data: 0.018) G_GAN: 3.090 G_L1: 6.145 D_real: 0.000 D_fake: 0.716 +(epoch: 29, iters: 7152, time: 0.419, data: 0.019) G_GAN: 1.399 G_L1: 4.357 D_real: 0.002 D_fake: 0.634 +(epoch: 29, iters: 7252, time: 0.300, data: 0.019) G_GAN: 1.896 G_L1: 5.264 D_real: 0.000 D_fake: 0.384 +(epoch: 29, iters: 7352, time: 0.290, data: 0.017) G_GAN: 2.778 G_L1: 7.586 D_real: 0.000 D_fake: 0.313 +(epoch: 29, iters: 7452, time: 0.291, data: 0.020) G_GAN: 3.360 G_L1: 5.902 D_real: 0.002 D_fake: 0.120 +(epoch: 29, iters: 7552, time: 0.532, data: 0.017) G_GAN: 4.189 G_L1: 5.011 D_real: 0.058 D_fake: 0.798 +(epoch: 29, iters: 7652, time: 0.301, data: 0.017) G_GAN: 2.254 G_L1: 3.470 D_real: 0.020 D_fake: 0.506 +(epoch: 29, iters: 7752, time: 0.302, data: 0.018) G_GAN: 2.843 G_L1: 2.935 D_real: 0.651 D_fake: 0.083 +(epoch: 29, iters: 7852, time: 0.299, data: 0.018) G_GAN: 3.299 G_L1: 4.071 D_real: 0.000 D_fake: 0.342 +(epoch: 29, iters: 7952, time: 0.416, data: 0.017) G_GAN: 4.835 G_L1: 6.202 D_real: 0.021 D_fake: 0.061 +(epoch: 29, iters: 8052, time: 0.301, data: 0.019) G_GAN: 3.466 G_L1: 4.337 D_real: 0.018 D_fake: 0.130 +(epoch: 29, iters: 8152, time: 0.306, data: 0.019) G_GAN: 3.133 G_L1: 4.434 D_real: 0.045 D_fake: 0.133 +(epoch: 29, iters: 8252, time: 0.297, data: 0.019) G_GAN: 2.057 G_L1: 4.553 D_real: 0.032 D_fake: 0.873 +(epoch: 29, iters: 8352, time: 0.418, data: 0.018) G_GAN: 3.315 G_L1: 4.215 D_real: 0.007 D_fake: 0.090 +(epoch: 29, iters: 8452, time: 0.300, data: 0.018) G_GAN: 3.076 G_L1: 4.279 D_real: 0.001 D_fake: 0.075 +(epoch: 29, iters: 8552, time: 0.295, data: 0.022) G_GAN: 3.229 G_L1: 6.844 D_real: 0.002 D_fake: 0.219 +(epoch: 29, iters: 8652, time: 0.298, data: 0.018) G_GAN: 5.324 G_L1: 3.743 D_real: 0.126 D_fake: 0.126 +(epoch: 29, iters: 8752, time: 0.398, data: 0.020) G_GAN: 1.846 G_L1: 4.247 D_real: 0.831 D_fake: 0.146 +(epoch: 29, iters: 8852, time: 0.292, data: 0.018) G_GAN: 4.391 G_L1: 7.121 D_real: 0.053 D_fake: 0.025 +(epoch: 29, iters: 8952, time: 0.296, data: 0.017) G_GAN: 2.281 G_L1: 3.317 D_real: 0.402 D_fake: 0.079 +(epoch: 29, iters: 9052, time: 0.298, data: 0.019) G_GAN: 3.093 G_L1: 4.406 D_real: 0.700 D_fake: 0.122 +(epoch: 29, iters: 9152, time: 0.419, data: 0.018) G_GAN: 4.140 G_L1: 4.226 D_real: 0.017 D_fake: 0.249 +(epoch: 29, iters: 9252, time: 0.303, data: 0.018) G_GAN: 4.095 G_L1: 5.551 D_real: 0.018 D_fake: 0.060 +(epoch: 29, iters: 9352, time: 0.304, data: 0.018) G_GAN: 4.322 G_L1: 6.129 D_real: 0.004 D_fake: 0.062 +(epoch: 29, iters: 9452, time: 0.289, data: 0.019) G_GAN: 2.271 G_L1: 3.533 D_real: 0.787 D_fake: 0.157 +(epoch: 29, iters: 9552, time: 0.576, data: 0.016) G_GAN: 4.153 G_L1: 4.863 D_real: 0.633 D_fake: 0.009 +(epoch: 29, iters: 9652, time: 0.301, data: 0.020) G_GAN: 4.128 G_L1: 6.498 D_real: 0.283 D_fake: 0.021 +(epoch: 29, iters: 9752, time: 0.301, data: 0.018) G_GAN: 3.512 G_L1: 4.143 D_real: 0.100 D_fake: 0.107 +(epoch: 29, iters: 9852, time: 0.306, data: 0.020) G_GAN: 4.157 G_L1: 4.430 D_real: 0.254 D_fake: 0.055 +(epoch: 29, iters: 9952, time: 0.419, data: 0.017) G_GAN: 5.379 G_L1: 4.769 D_real: 0.091 D_fake: 0.033 +(epoch: 29, iters: 10052, time: 0.307, data: 0.022) G_GAN: 4.409 G_L1: 2.788 D_real: 0.011 D_fake: 0.048 +(epoch: 29, iters: 10152, time: 0.294, data: 0.018) G_GAN: 3.337 G_L1: 4.206 D_real: 0.012 D_fake: 0.069 +(epoch: 29, iters: 10252, time: 0.297, data: 0.019) G_GAN: 3.336 G_L1: 5.432 D_real: 0.286 D_fake: 0.186 +(epoch: 29, iters: 10352, time: 0.385, data: 0.017) G_GAN: 5.588 G_L1: 4.156 D_real: 0.143 D_fake: 0.251 +(epoch: 29, iters: 10452, time: 0.289, data: 0.021) G_GAN: 4.186 G_L1: 4.260 D_real: 0.047 D_fake: 0.077 +(epoch: 29, iters: 10552, time: 0.297, data: 0.016) G_GAN: 4.241 G_L1: 7.702 D_real: 0.034 D_fake: 0.040 +(epoch: 29, iters: 10652, time: 0.303, data: 0.016) G_GAN: 2.698 G_L1: 4.264 D_real: 0.315 D_fake: 0.108 +(epoch: 29, iters: 10752, time: 0.409, data: 0.017) G_GAN: 3.665 G_L1: 4.157 D_real: 0.110 D_fake: 0.118 +(epoch: 29, iters: 10852, time: 0.297, data: 0.019) G_GAN: 3.648 G_L1: 3.409 D_real: 0.109 D_fake: 0.156 +(epoch: 29, iters: 10952, time: 0.304, data: 0.017) G_GAN: 4.965 G_L1: 5.277 D_real: 0.009 D_fake: 0.108 +(epoch: 29, iters: 11052, time: 0.303, data: 0.023) G_GAN: 3.116 G_L1: 4.307 D_real: 0.126 D_fake: 0.244 +(epoch: 29, iters: 11152, time: 0.400, data: 0.018) G_GAN: 2.612 G_L1: 3.520 D_real: 0.157 D_fake: 0.152 +(epoch: 29, iters: 11252, time: 0.296, data: 0.019) G_GAN: 3.968 G_L1: 4.120 D_real: 0.057 D_fake: 0.078 +(epoch: 29, iters: 11352, time: 0.305, data: 0.017) G_GAN: 5.323 G_L1: 3.357 D_real: 0.000 D_fake: 0.145 +(epoch: 29, iters: 11452, time: 0.286, data: 0.018) G_GAN: 3.611 G_L1: 3.510 D_real: 0.275 D_fake: 0.051 +(epoch: 29, iters: 11552, time: 0.549, data: 0.016) G_GAN: 2.965 G_L1: 4.393 D_real: 0.135 D_fake: 0.126 +(epoch: 29, iters: 11652, time: 0.285, data: 0.019) G_GAN: 3.884 G_L1: 5.273 D_real: 0.126 D_fake: 0.140 +(epoch: 29, iters: 11752, time: 0.305, data: 0.017) G_GAN: 5.178 G_L1: 4.807 D_real: 0.054 D_fake: 0.058 +(epoch: 29, iters: 11852, time: 0.297, data: 0.018) G_GAN: 3.538 G_L1: 4.279 D_real: 0.027 D_fake: 0.048 +(epoch: 29, iters: 11952, time: 0.408, data: 0.017) G_GAN: 2.732 G_L1: 4.462 D_real: 0.241 D_fake: 0.051 +(epoch: 29, iters: 12052, time: 0.302, data: 0.017) G_GAN: 2.865 G_L1: 3.612 D_real: 0.043 D_fake: 0.155 +(epoch: 29, iters: 12152, time: 0.285, data: 0.019) G_GAN: 7.792 G_L1: 5.456 D_real: 0.066 D_fake: 0.704 +(epoch: 29, iters: 12252, time: 0.301, data: 0.017) G_GAN: 4.782 G_L1: 6.680 D_real: 0.009 D_fake: 0.059 +(epoch: 29, iters: 12352, time: 0.419, data: 0.019) G_GAN: 4.262 G_L1: 4.880 D_real: 0.014 D_fake: 0.053 +(epoch: 29, iters: 12452, time: 0.302, data: 0.019) G_GAN: 5.411 G_L1: 5.248 D_real: 0.035 D_fake: 0.036 +(epoch: 29, iters: 12552, time: 0.298, data: 0.019) G_GAN: 6.790 G_L1: 4.217 D_real: 0.064 D_fake: 0.017 +(epoch: 29, iters: 12652, time: 0.298, data: 0.017) G_GAN: 3.672 G_L1: 3.566 D_real: 0.067 D_fake: 0.118 +(epoch: 29, iters: 12752, time: 0.389, data: 0.018) G_GAN: 3.456 G_L1: 3.691 D_real: 0.075 D_fake: 0.132 +(epoch: 29, iters: 12852, time: 0.290, data: 0.020) G_GAN: 3.971 G_L1: 4.203 D_real: 0.011 D_fake: 0.082 +(epoch: 29, iters: 12952, time: 0.289, data: 0.019) G_GAN: 2.740 G_L1: 3.553 D_real: 0.664 D_fake: 0.111 +(epoch: 29, iters: 13052, time: 0.299, data: 0.017) G_GAN: 4.840 G_L1: 4.314 D_real: 0.045 D_fake: 0.016 +(epoch: 29, iters: 13152, time: 0.418, data: 0.017) G_GAN: 4.655 G_L1: 3.656 D_real: 0.057 D_fake: 0.079 +(epoch: 29, iters: 13252, time: 0.302, data: 0.019) G_GAN: 4.586 G_L1: 4.094 D_real: 0.148 D_fake: 0.060 +(epoch: 29, iters: 13352, time: 0.297, data: 0.017) G_GAN: 3.446 G_L1: 3.969 D_real: 0.006 D_fake: 0.184 +(epoch: 29, iters: 13452, time: 0.295, data: 0.018) G_GAN: 4.696 G_L1: 4.530 D_real: 0.000 D_fake: 0.395 +(epoch: 29, iters: 13552, time: 0.557, data: 0.017) G_GAN: 4.378 G_L1: 4.214 D_real: 0.266 D_fake: 0.097 +(epoch: 29, iters: 13652, time: 0.296, data: 0.018) G_GAN: 6.401 G_L1: 5.610 D_real: 0.002 D_fake: 0.275 +(epoch: 29, iters: 13752, time: 0.309, data: 0.016) G_GAN: 5.704 G_L1: 5.297 D_real: 0.061 D_fake: 0.220 +(epoch: 29, iters: 13852, time: 0.296, data: 0.018) G_GAN: 3.508 G_L1: 3.494 D_real: 0.080 D_fake: 0.134 +(epoch: 29, iters: 13952, time: 0.417, data: 0.020) G_GAN: 4.520 G_L1: 5.579 D_real: 0.024 D_fake: 0.040 +(epoch: 29, iters: 14052, time: 0.288, data: 0.018) G_GAN: 4.676 G_L1: 7.927 D_real: 0.075 D_fake: 0.178 +(epoch: 29, iters: 14152, time: 0.302, data: 0.018) G_GAN: 6.313 G_L1: 6.464 D_real: 0.094 D_fake: 0.017 +(epoch: 29, iters: 14252, time: 0.295, data: 0.018) G_GAN: 3.457 G_L1: 3.037 D_real: 0.055 D_fake: 0.120 +(epoch: 29, iters: 14352, time: 0.411, data: 0.018) G_GAN: 4.292 G_L1: 2.950 D_real: 0.150 D_fake: 0.051 +(epoch: 29, iters: 14452, time: 0.299, data: 0.023) G_GAN: 7.312 G_L1: 3.701 D_real: 0.098 D_fake: 0.011 +(epoch: 29, iters: 14552, time: 0.295, data: 0.023) G_GAN: 4.007 G_L1: 4.082 D_real: 0.026 D_fake: 0.077 +(epoch: 29, iters: 14652, time: 0.293, data: 0.019) G_GAN: 3.815 G_L1: 1.992 D_real: 0.012 D_fake: 0.196 +(epoch: 29, iters: 14752, time: 0.414, data: 0.018) G_GAN: 4.596 G_L1: 5.259 D_real: 0.012 D_fake: 0.555 +(epoch: 29, iters: 14852, time: 0.297, data: 0.019) G_GAN: 4.827 G_L1: 4.143 D_real: 0.105 D_fake: 0.210 +(epoch: 29, iters: 14952, time: 0.303, data: 0.017) G_GAN: 4.381 G_L1: 4.576 D_real: 0.342 D_fake: 0.177 +(epoch: 29, iters: 15052, time: 0.301, data: 0.018) G_GAN: 4.379 G_L1: 5.550 D_real: 0.538 D_fake: 0.082 +(epoch: 29, iters: 15152, time: 0.414, data: 0.021) G_GAN: 3.461 G_L1: 3.093 D_real: 0.027 D_fake: 0.165 +(epoch: 29, iters: 15252, time: 0.306, data: 0.020) G_GAN: 3.467 G_L1: 2.920 D_real: 0.231 D_fake: 0.028 +(epoch: 29, iters: 15352, time: 0.297, data: 0.022) G_GAN: 3.943 G_L1: 3.753 D_real: 0.013 D_fake: 0.183 +(epoch: 29, iters: 15452, time: 0.296, data: 0.018) G_GAN: 3.971 G_L1: 3.599 D_real: 0.084 D_fake: 0.046 +(epoch: 29, iters: 15552, time: 0.577, data: 0.017) G_GAN: 4.161 G_L1: 3.785 D_real: 0.057 D_fake: 0.049 +(epoch: 29, iters: 15652, time: 0.294, data: 0.017) G_GAN: 6.071 G_L1: 5.903 D_real: 0.052 D_fake: 0.021 +(epoch: 29, iters: 15752, time: 0.304, data: 0.018) G_GAN: 3.268 G_L1: 3.218 D_real: 0.273 D_fake: 0.043 +(epoch: 29, iters: 15852, time: 0.297, data: 0.019) G_GAN: 7.931 G_L1: 4.718 D_real: 0.410 D_fake: 0.001 +(epoch: 29, iters: 15952, time: 0.414, data: 0.017) G_GAN: 4.067 G_L1: 4.806 D_real: 0.094 D_fake: 0.193 +(epoch: 29, iters: 16052, time: 0.293, data: 0.018) G_GAN: 4.024 G_L1: 5.933 D_real: 0.413 D_fake: 0.035 +(epoch: 29, iters: 16152, time: 0.296, data: 0.017) G_GAN: 4.196 G_L1: 3.354 D_real: 0.166 D_fake: 0.142 +(epoch: 29, iters: 16252, time: 0.281, data: 0.017) G_GAN: 4.939 G_L1: 4.067 D_real: 0.016 D_fake: 0.126 +(epoch: 29, iters: 16352, time: 0.416, data: 0.020) G_GAN: 5.032 G_L1: 4.947 D_real: 0.001 D_fake: 0.170 +(epoch: 29, iters: 16452, time: 0.289, data: 0.019) G_GAN: 4.595 G_L1: 5.843 D_real: 0.008 D_fake: 0.041 +(epoch: 29, iters: 16552, time: 0.308, data: 0.018) G_GAN: 3.820 G_L1: 3.746 D_real: 0.001 D_fake: 0.264 +(epoch: 29, iters: 16652, time: 0.289, data: 0.024) G_GAN: 4.159 G_L1: 4.174 D_real: 0.006 D_fake: 0.161 +(epoch: 29, iters: 16752, time: 0.385, data: 0.017) G_GAN: 3.801 G_L1: 3.655 D_real: 0.015 D_fake: 0.054 +(epoch: 29, iters: 16852, time: 0.293, data: 0.019) G_GAN: 4.564 G_L1: 6.180 D_real: 0.000 D_fake: 0.209 +(epoch: 29, iters: 16952, time: 0.301, data: 0.017) G_GAN: 2.502 G_L1: 4.788 D_real: 0.000 D_fake: 0.352 +(epoch: 29, iters: 17052, time: 0.298, data: 0.018) G_GAN: 2.760 G_L1: 3.142 D_real: 0.001 D_fake: 0.427 +(epoch: 29, iters: 17152, time: 0.418, data: 0.018) G_GAN: 3.464 G_L1: 5.214 D_real: 0.680 D_fake: 0.028 +(epoch: 29, iters: 17252, time: 0.303, data: 0.018) G_GAN: 3.523 G_L1: 4.141 D_real: 0.000 D_fake: 0.246 +(epoch: 29, iters: 17352, time: 0.287, data: 0.019) G_GAN: 3.774 G_L1: 5.878 D_real: 0.060 D_fake: 0.035 +(epoch: 29, iters: 17452, time: 0.304, data: 0.022) G_GAN: 3.305 G_L1: 3.390 D_real: 0.026 D_fake: 0.306 +(epoch: 29, iters: 17552, time: 0.555, data: 0.019) G_GAN: 3.690 G_L1: 2.744 D_real: 0.066 D_fake: 0.391 +(epoch: 29, iters: 17652, time: 0.307, data: 0.022) G_GAN: 4.522 G_L1: 5.430 D_real: 0.135 D_fake: 0.026 +(epoch: 29, iters: 17752, time: 0.305, data: 0.017) G_GAN: 3.715 G_L1: 4.401 D_real: 0.006 D_fake: 0.085 +(epoch: 29, iters: 17852, time: 0.295, data: 0.018) G_GAN: 4.302 G_L1: 4.916 D_real: 0.269 D_fake: 0.129 +(epoch: 29, iters: 17952, time: 0.420, data: 0.021) G_GAN: 4.465 G_L1: 3.865 D_real: 0.066 D_fake: 0.064 +(epoch: 29, iters: 18052, time: 0.305, data: 0.018) G_GAN: 2.800 G_L1: 3.494 D_real: 0.264 D_fake: 0.092 +(epoch: 29, iters: 18152, time: 0.297, data: 0.019) G_GAN: 5.115 G_L1: 6.193 D_real: 0.004 D_fake: 0.116 +(epoch: 29, iters: 18252, time: 0.304, data: 0.017) G_GAN: 4.531 G_L1: 4.514 D_real: 0.157 D_fake: 0.014 +(epoch: 29, iters: 18352, time: 0.420, data: 0.017) G_GAN: 3.423 G_L1: 3.711 D_real: 0.001 D_fake: 0.126 +(epoch: 29, iters: 18452, time: 0.295, data: 0.019) G_GAN: 2.869 G_L1: 4.444 D_real: 0.011 D_fake: 0.146 +(epoch: 29, iters: 18552, time: 0.306, data: 0.016) G_GAN: 2.499 G_L1: 5.141 D_real: 0.010 D_fake: 0.164 +(epoch: 29, iters: 18652, time: 0.289, data: 0.017) G_GAN: 2.766 G_L1: 5.292 D_real: 0.000 D_fake: 0.142 +(epoch: 29, iters: 18752, time: 0.408, data: 0.018) G_GAN: 3.031 G_L1: 3.617 D_real: 0.007 D_fake: 0.270 +(epoch: 29, iters: 18852, time: 0.292, data: 0.018) G_GAN: 3.752 G_L1: 4.303 D_real: 0.000 D_fake: 0.327 +(epoch: 29, iters: 18952, time: 0.290, data: 0.017) G_GAN: 3.249 G_L1: 9.295 D_real: 0.014 D_fake: 0.136 +(epoch: 29, iters: 19052, time: 0.298, data: 0.017) G_GAN: 3.415 G_L1: 4.975 D_real: 0.001 D_fake: 0.104 +(epoch: 29, iters: 19152, time: 0.400, data: 0.019) G_GAN: 4.672 G_L1: 2.783 D_real: 0.060 D_fake: 0.083 +(epoch: 29, iters: 19252, time: 0.300, data: 0.018) G_GAN: 3.353 G_L1: 3.127 D_real: 0.005 D_fake: 0.268 +(epoch: 29, iters: 19352, time: 0.295, data: 0.018) G_GAN: 4.014 G_L1: 7.594 D_real: 0.522 D_fake: 0.016 +(epoch: 29, iters: 19452, time: 0.294, data: 0.019) G_GAN: 3.063 G_L1: 3.076 D_real: 0.700 D_fake: 0.041 +(epoch: 29, iters: 19552, time: 0.555, data: 0.024) G_GAN: 6.450 G_L1: 6.360 D_real: 0.028 D_fake: 0.711 +(epoch: 29, iters: 19652, time: 0.295, data: 0.020) G_GAN: 2.561 G_L1: 2.818 D_real: 0.298 D_fake: 0.138 +(epoch: 29, iters: 19752, time: 0.297, data: 0.018) G_GAN: 4.551 G_L1: 4.077 D_real: 0.011 D_fake: 0.132 +(epoch: 29, iters: 19852, time: 0.291, data: 0.019) G_GAN: 5.489 G_L1: 6.664 D_real: 0.002 D_fake: 0.012 +(epoch: 29, iters: 19952, time: 0.386, data: 0.021) G_GAN: 3.445 G_L1: 4.243 D_real: 0.006 D_fake: 0.231 +(epoch: 29, iters: 20052, time: 0.303, data: 0.019) G_GAN: 3.966 G_L1: 3.989 D_real: 0.013 D_fake: 0.499 +(epoch: 29, iters: 20152, time: 0.303, data: 0.022) G_GAN: 2.815 G_L1: 3.992 D_real: 0.297 D_fake: 0.189 +(epoch: 29, iters: 20252, time: 0.307, data: 0.018) G_GAN: 2.769 G_L1: 3.799 D_real: 0.179 D_fake: 0.269 +(epoch: 29, iters: 20352, time: 0.414, data: 0.023) G_GAN: 5.615 G_L1: 5.370 D_real: 0.034 D_fake: 0.019 +(epoch: 29, iters: 20452, time: 0.293, data: 0.019) G_GAN: 3.966 G_L1: 5.196 D_real: 0.219 D_fake: 0.176 +(epoch: 29, iters: 20552, time: 0.289, data: 0.017) G_GAN: 3.576 G_L1: 3.599 D_real: 0.035 D_fake: 0.091 +(epoch: 29, iters: 20652, time: 0.295, data: 0.017) G_GAN: 2.576 G_L1: 3.767 D_real: 0.734 D_fake: 0.108 +(epoch: 29, iters: 20752, time: 0.414, data: 0.017) G_GAN: 6.463 G_L1: 8.142 D_real: 0.048 D_fake: 0.023 +(epoch: 29, iters: 20852, time: 0.302, data: 0.019) G_GAN: 2.919 G_L1: 3.382 D_real: 0.106 D_fake: 0.300 +(epoch: 29, iters: 20952, time: 0.298, data: 0.019) G_GAN: 5.927 G_L1: 4.464 D_real: 0.321 D_fake: 0.008 +(epoch: 29, iters: 21052, time: 0.299, data: 0.018) G_GAN: 3.932 G_L1: 4.565 D_real: 0.106 D_fake: 0.057 +(epoch: 29, iters: 21152, time: 0.418, data: 0.018) G_GAN: 4.922 G_L1: 8.508 D_real: 0.101 D_fake: 0.041 +(epoch: 29, iters: 21252, time: 0.292, data: 0.019) G_GAN: 3.389 G_L1: 3.350 D_real: 0.095 D_fake: 0.105 +(epoch: 29, iters: 21352, time: 0.304, data: 0.018) G_GAN: 2.893 G_L1: 3.714 D_real: 0.595 D_fake: 0.066 +(epoch: 29, iters: 21452, time: 0.304, data: 0.018) G_GAN: 6.902 G_L1: 3.884 D_real: 0.119 D_fake: 0.009 +(epoch: 29, iters: 21552, time: 0.536, data: 0.019) G_GAN: 2.386 G_L1: 8.323 D_real: 0.360 D_fake: 0.216 +(epoch: 29, iters: 21652, time: 0.293, data: 0.018) G_GAN: 4.974 G_L1: 5.537 D_real: 0.041 D_fake: 0.107 +(epoch: 29, iters: 21752, time: 0.288, data: 0.019) G_GAN: 4.838 G_L1: 5.277 D_real: 0.395 D_fake: 0.116 +(epoch: 29, iters: 21852, time: 0.290, data: 0.017) G_GAN: 3.356 G_L1: 3.668 D_real: 0.122 D_fake: 0.053 +(epoch: 29, iters: 21952, time: 0.409, data: 0.018) G_GAN: 2.976 G_L1: 3.150 D_real: 0.504 D_fake: 0.090 +(epoch: 29, iters: 22052, time: 0.301, data: 0.020) G_GAN: 3.988 G_L1: 3.945 D_real: 0.551 D_fake: 0.022 +(epoch: 29, iters: 22152, time: 0.294, data: 0.019) G_GAN: 3.249 G_L1: 4.073 D_real: 0.069 D_fake: 0.849 +(epoch: 29, iters: 22252, time: 0.299, data: 0.017) G_GAN: 3.606 G_L1: 5.866 D_real: 0.434 D_fake: 0.133 +(epoch: 29, iters: 22352, time: 0.416, data: 0.019) G_GAN: 3.450 G_L1: 4.019 D_real: 0.001 D_fake: 0.275 +(epoch: 29, iters: 22452, time: 0.304, data: 0.018) G_GAN: 4.250 G_L1: 7.377 D_real: 0.014 D_fake: 0.102 +(epoch: 29, iters: 22552, time: 0.296, data: 0.017) G_GAN: 2.972 G_L1: 4.497 D_real: 0.000 D_fake: 0.151 +(epoch: 29, iters: 22652, time: 0.302, data: 0.018) G_GAN: 2.515 G_L1: 4.100 D_real: 0.000 D_fake: 0.431 +(epoch: 29, iters: 22752, time: 0.417, data: 0.019) G_GAN: 3.510 G_L1: 4.961 D_real: 0.051 D_fake: 0.054 +(epoch: 29, iters: 22852, time: 0.290, data: 0.018) G_GAN: 2.983 G_L1: 4.462 D_real: 0.017 D_fake: 0.207 +(epoch: 29, iters: 22952, time: 0.303, data: 0.017) G_GAN: 2.841 G_L1: 4.709 D_real: 0.006 D_fake: 0.166 +(epoch: 29, iters: 23052, time: 0.293, data: 0.019) G_GAN: 3.453 G_L1: 5.649 D_real: 0.009 D_fake: 0.108 +(epoch: 29, iters: 23152, time: 0.415, data: 0.019) G_GAN: 2.510 G_L1: 4.174 D_real: 0.361 D_fake: 0.342 +(epoch: 29, iters: 23252, time: 0.305, data: 0.020) G_GAN: 3.660 G_L1: 4.075 D_real: 0.012 D_fake: 0.133 +(epoch: 29, iters: 23352, time: 0.308, data: 0.023) G_GAN: 2.922 G_L1: 2.822 D_real: 0.347 D_fake: 0.234 +(epoch: 29, iters: 23452, time: 0.294, data: 0.019) G_GAN: 4.011 G_L1: 4.805 D_real: 0.246 D_fake: 0.133 +(epoch: 29, iters: 23552, time: 0.500, data: 0.018) G_GAN: 4.170 G_L1: 4.331 D_real: 0.104 D_fake: 0.059 +(epoch: 29, iters: 23652, time: 0.296, data: 0.019) G_GAN: 3.795 G_L1: 3.197 D_real: 0.042 D_fake: 0.070 +(epoch: 29, iters: 23752, time: 0.300, data: 0.019) G_GAN: 3.846 G_L1: 3.647 D_real: 0.260 D_fake: 0.573 +(epoch: 29, iters: 23852, time: 0.298, data: 0.018) G_GAN: 2.799 G_L1: 5.129 D_real: 0.142 D_fake: 0.312 +(epoch: 29, iters: 23952, time: 0.422, data: 0.018) G_GAN: 3.248 G_L1: 4.003 D_real: 0.251 D_fake: 0.108 +(epoch: 29, iters: 24052, time: 0.303, data: 0.020) G_GAN: 2.871 G_L1: 3.000 D_real: 0.111 D_fake: 0.120 +(epoch: 29, iters: 24152, time: 0.298, data: 0.017) G_GAN: 2.006 G_L1: 2.985 D_real: 0.375 D_fake: 0.230 +(epoch: 29, iters: 24252, time: 0.296, data: 0.018) G_GAN: 4.077 G_L1: 4.038 D_real: 0.058 D_fake: 0.115 +(epoch: 29, iters: 24352, time: 0.388, data: 0.018) G_GAN: 4.422 G_L1: 3.988 D_real: 0.105 D_fake: 0.024 +(epoch: 29, iters: 24452, time: 0.299, data: 0.020) G_GAN: 2.189 G_L1: 3.136 D_real: 0.306 D_fake: 0.137 +(epoch: 29, iters: 24552, time: 0.301, data: 0.018) G_GAN: 4.770 G_L1: 3.465 D_real: 0.005 D_fake: 0.353 +(epoch: 29, iters: 24652, time: 0.305, data: 0.020) G_GAN: 2.163 G_L1: 2.963 D_real: 0.437 D_fake: 0.100 +(epoch: 29, iters: 24752, time: 0.416, data: 0.020) G_GAN: 4.188 G_L1: 3.330 D_real: 0.031 D_fake: 0.134 +(epoch: 29, iters: 24852, time: 0.298, data: 0.019) G_GAN: 3.813 G_L1: 4.085 D_real: 0.006 D_fake: 0.149 +(epoch: 29, iters: 24952, time: 0.289, data: 0.018) G_GAN: 4.280 G_L1: 3.470 D_real: 0.013 D_fake: 0.329 +(epoch: 29, iters: 25052, time: 0.296, data: 0.017) G_GAN: 3.467 G_L1: 5.827 D_real: 0.049 D_fake: 0.168 +(epoch: 29, iters: 25152, time: 0.407, data: 0.017) G_GAN: 4.008 G_L1: 6.361 D_real: 0.005 D_fake: 0.282 +(epoch: 29, iters: 25252, time: 0.298, data: 0.024) G_GAN: 4.088 G_L1: 7.060 D_real: 0.083 D_fake: 0.051 +(epoch: 29, iters: 25352, time: 0.303, data: 0.017) G_GAN: 4.038 G_L1: 5.544 D_real: 0.007 D_fake: 0.150 +(epoch: 29, iters: 25452, time: 0.303, data: 0.017) G_GAN: 5.528 G_L1: 3.795 D_real: 0.139 D_fake: 0.020 +(epoch: 29, iters: 25552, time: 0.561, data: 0.018) G_GAN: 4.288 G_L1: 4.411 D_real: 0.021 D_fake: 0.038 +(epoch: 29, iters: 25652, time: 0.302, data: 0.019) G_GAN: 3.339 G_L1: 4.908 D_real: 0.434 D_fake: 0.168 +(epoch: 29, iters: 25752, time: 0.306, data: 0.018) G_GAN: 4.902 G_L1: 4.211 D_real: 0.357 D_fake: 0.084 +(epoch: 29, iters: 25852, time: 0.293, data: 0.020) G_GAN: 4.143 G_L1: 4.616 D_real: 0.052 D_fake: 0.095 +(epoch: 29, iters: 25952, time: 0.419, data: 0.018) G_GAN: 5.188 G_L1: 8.155 D_real: 0.402 D_fake: 0.011 +(epoch: 29, iters: 26052, time: 0.287, data: 0.019) G_GAN: 4.259 G_L1: 4.779 D_real: 0.016 D_fake: 0.133 +(epoch: 29, iters: 26152, time: 0.308, data: 0.016) G_GAN: 4.376 G_L1: 3.250 D_real: 0.358 D_fake: 0.014 +(epoch: 29, iters: 26252, time: 0.302, data: 0.018) G_GAN: 4.398 G_L1: 3.149 D_real: 0.127 D_fake: 0.758 +(epoch: 29, iters: 26352, time: 0.395, data: 0.024) G_GAN: 2.969 G_L1: 3.053 D_real: 0.137 D_fake: 0.101 +(epoch: 29, iters: 26452, time: 0.297, data: 0.019) G_GAN: 3.086 G_L1: 4.355 D_real: 0.643 D_fake: 0.052 +(epoch: 29, iters: 26552, time: 0.295, data: 0.018) G_GAN: 5.423 G_L1: 7.872 D_real: 0.324 D_fake: 0.017 +(epoch: 29, iters: 26652, time: 0.303, data: 0.019) G_GAN: 3.543 G_L1: 3.418 D_real: 0.284 D_fake: 0.140 +(epoch: 29, iters: 26752, time: 0.409, data: 0.018) G_GAN: 3.975 G_L1: 5.044 D_real: 0.258 D_fake: 0.039 +(epoch: 29, iters: 26852, time: 0.303, data: 0.019) G_GAN: 2.987 G_L1: 4.970 D_real: 0.173 D_fake: 0.194 +(epoch: 29, iters: 26952, time: 0.298, data: 0.019) G_GAN: 4.739 G_L1: 4.360 D_real: 0.013 D_fake: 0.020 +(epoch: 29, iters: 27052, time: 0.302, data: 0.019) G_GAN: 6.006 G_L1: 4.114 D_real: 0.039 D_fake: 0.017 +(epoch: 29, iters: 27152, time: 0.421, data: 0.018) G_GAN: 5.846 G_L1: 5.170 D_real: 0.016 D_fake: 0.135 +(epoch: 29, iters: 27252, time: 0.301, data: 0.022) G_GAN: 3.183 G_L1: 3.225 D_real: 0.425 D_fake: 0.069 +(epoch: 29, iters: 27352, time: 0.305, data: 0.016) G_GAN: 4.744 G_L1: 4.012 D_real: 0.499 D_fake: 0.007 +(epoch: 29, iters: 27452, time: 0.296, data: 0.019) G_GAN: 3.667 G_L1: 2.898 D_real: 0.069 D_fake: 0.184 +(epoch: 29, iters: 27552, time: 0.562, data: 0.018) G_GAN: 2.845 G_L1: 2.884 D_real: 0.976 D_fake: 0.063 +(epoch: 29, iters: 27652, time: 0.304, data: 0.019) G_GAN: 3.869 G_L1: 3.781 D_real: 0.079 D_fake: 0.155 +(epoch: 29, iters: 27752, time: 0.306, data: 0.018) G_GAN: 4.529 G_L1: 4.683 D_real: 0.019 D_fake: 0.020 +(epoch: 29, iters: 27852, time: 0.303, data: 0.020) G_GAN: 3.377 G_L1: 4.813 D_real: 1.077 D_fake: 0.027 +(epoch: 29, iters: 27952, time: 0.422, data: 0.020) G_GAN: 4.040 G_L1: 6.161 D_real: 0.025 D_fake: 0.132 +(epoch: 29, iters: 28052, time: 0.304, data: 0.020) G_GAN: 5.648 G_L1: 4.541 D_real: 0.023 D_fake: 0.068 +(epoch: 29, iters: 28152, time: 0.302, data: 0.018) G_GAN: 4.063 G_L1: 6.361 D_real: 0.048 D_fake: 0.125 +(epoch: 29, iters: 28252, time: 0.301, data: 0.019) G_GAN: 5.480 G_L1: 4.824 D_real: 0.109 D_fake: 0.013 +(epoch: 29, iters: 28352, time: 0.419, data: 0.018) G_GAN: 2.503 G_L1: 4.722 D_real: 0.496 D_fake: 0.089 +(epoch: 29, iters: 28452, time: 0.294, data: 0.019) G_GAN: 5.844 G_L1: 3.853 D_real: 0.013 D_fake: 0.018 +(epoch: 29, iters: 28552, time: 0.304, data: 0.017) G_GAN: 4.742 G_L1: 4.694 D_real: 0.127 D_fake: 0.089 +(epoch: 29, iters: 28652, time: 0.305, data: 0.022) G_GAN: 5.796 G_L1: 12.864 D_real: 0.033 D_fake: 0.028 +(epoch: 29, iters: 28752, time: 0.418, data: 0.018) G_GAN: 4.538 G_L1: 9.656 D_real: 0.000 D_fake: 0.647 +(epoch: 29, iters: 28852, time: 0.299, data: 0.019) G_GAN: 4.049 G_L1: 4.754 D_real: 0.108 D_fake: 0.089 +(epoch: 29, iters: 28952, time: 0.300, data: 0.019) G_GAN: 5.828 G_L1: 5.437 D_real: 0.068 D_fake: 0.005 +(epoch: 29, iters: 29052, time: 0.295, data: 0.019) G_GAN: 3.688 G_L1: 3.978 D_real: 0.065 D_fake: 0.064 +(epoch: 29, iters: 29152, time: 0.408, data: 0.017) G_GAN: 3.502 G_L1: 3.314 D_real: 0.026 D_fake: 0.106 +(epoch: 29, iters: 29252, time: 0.296, data: 0.019) G_GAN: 4.650 G_L1: 4.020 D_real: 0.032 D_fake: 0.090 +(epoch: 29, iters: 29352, time: 0.300, data: 0.017) G_GAN: 2.159 G_L1: 3.364 D_real: 0.571 D_fake: 0.095 +(epoch: 29, iters: 29452, time: 0.305, data: 0.018) G_GAN: 4.221 G_L1: 5.627 D_real: 1.006 D_fake: 0.064 +(epoch: 29, iters: 29552, time: 0.523, data: 0.019) G_GAN: 2.565 G_L1: 2.307 D_real: 0.376 D_fake: 0.113 +(epoch: 29, iters: 29652, time: 0.291, data: 0.020) G_GAN: 5.507 G_L1: 5.320 D_real: 0.005 D_fake: 0.036 +(epoch: 29, iters: 29752, time: 0.296, data: 0.018) G_GAN: 4.370 G_L1: 5.773 D_real: 0.239 D_fake: 0.046 +(epoch: 29, iters: 29852, time: 0.298, data: 0.016) G_GAN: 4.585 G_L1: 2.875 D_real: 0.201 D_fake: 0.153 +(epoch: 29, iters: 29952, time: 0.415, data: 0.018) G_GAN: 4.245 G_L1: 5.387 D_real: 0.121 D_fake: 0.056 +(epoch: 29, iters: 30052, time: 0.305, data: 0.018) G_GAN: 4.285 G_L1: 3.417 D_real: 0.070 D_fake: 0.131 +(epoch: 29, iters: 30152, time: 0.296, data: 0.022) G_GAN: 5.203 G_L1: 5.410 D_real: 0.094 D_fake: 0.109 +(epoch: 29, iters: 30252, time: 0.302, data: 0.022) G_GAN: 5.039 G_L1: 5.471 D_real: 0.221 D_fake: 0.012 +(epoch: 29, iters: 30352, time: 0.416, data: 0.017) G_GAN: 4.199 G_L1: 4.952 D_real: 0.076 D_fake: 0.114 +(epoch: 29, iters: 30452, time: 0.299, data: 0.020) G_GAN: 5.421 G_L1: 5.237 D_real: 0.095 D_fake: 0.036 +(epoch: 29, iters: 30552, time: 0.289, data: 0.017) G_GAN: 3.849 G_L1: 2.937 D_real: 0.113 D_fake: 0.045 +(epoch: 29, iters: 30652, time: 0.305, data: 0.017) G_GAN: 2.856 G_L1: 4.060 D_real: 0.176 D_fake: 0.085 +(epoch: 29, iters: 30752, time: 0.418, data: 0.018) G_GAN: 4.816 G_L1: 4.456 D_real: 0.297 D_fake: 0.032 +(epoch: 29, iters: 30852, time: 0.292, data: 0.019) G_GAN: 4.338 G_L1: 5.042 D_real: 0.193 D_fake: 0.110 +(epoch: 29, iters: 30952, time: 0.305, data: 0.017) G_GAN: 3.122 G_L1: 3.696 D_real: 0.776 D_fake: 0.036 +(epoch: 29, iters: 31052, time: 0.292, data: 0.016) G_GAN: 4.118 G_L1: 3.517 D_real: 0.195 D_fake: 0.130 +(epoch: 29, iters: 31152, time: 0.390, data: 0.018) G_GAN: 3.759 G_L1: 5.040 D_real: 0.007 D_fake: 0.832 +(epoch: 29, iters: 31252, time: 0.299, data: 0.018) G_GAN: 5.643 G_L1: 3.843 D_real: 0.003 D_fake: 0.039 +(epoch: 29, iters: 31352, time: 0.289, data: 0.019) G_GAN: 4.816 G_L1: 3.313 D_real: 0.015 D_fake: 0.064 +(epoch: 29, iters: 31452, time: 0.303, data: 0.021) G_GAN: 4.776 G_L1: 4.170 D_real: 0.285 D_fake: 0.045 +(epoch: 29, iters: 31552, time: 0.570, data: 0.017) G_GAN: 4.865 G_L1: 7.294 D_real: 0.012 D_fake: 0.028 +(epoch: 29, iters: 31652, time: 0.301, data: 0.021) G_GAN: 2.551 G_L1: 4.278 D_real: 0.512 D_fake: 0.084 +(epoch: 29, iters: 31752, time: 0.291, data: 0.017) G_GAN: 3.830 G_L1: 4.551 D_real: 0.652 D_fake: 0.068 +(epoch: 29, iters: 31852, time: 0.302, data: 0.017) G_GAN: 4.720 G_L1: 4.993 D_real: 0.001 D_fake: 0.050 +(epoch: 29, iters: 31952, time: 0.403, data: 0.019) G_GAN: 5.056 G_L1: 5.686 D_real: 0.092 D_fake: 0.073 +(epoch: 29, iters: 32052, time: 0.290, data: 0.019) G_GAN: 7.809 G_L1: 5.696 D_real: 0.009 D_fake: 0.011 +(epoch: 29, iters: 32152, time: 0.297, data: 0.018) G_GAN: 5.049 G_L1: 4.052 D_real: 0.165 D_fake: 0.058 +(epoch: 29, iters: 32252, time: 0.303, data: 0.017) G_GAN: 3.429 G_L1: 2.864 D_real: 0.310 D_fake: 0.174 +(epoch: 29, iters: 32352, time: 0.389, data: 0.021) G_GAN: 5.368 G_L1: 6.956 D_real: 0.003 D_fake: 0.224 +(epoch: 29, iters: 32452, time: 0.289, data: 0.018) G_GAN: 4.817 G_L1: 4.404 D_real: 0.001 D_fake: 0.061 +(epoch: 29, iters: 32552, time: 0.306, data: 0.017) G_GAN: 5.749 G_L1: 3.276 D_real: 0.065 D_fake: 0.016 +(epoch: 29, iters: 32652, time: 0.304, data: 0.018) G_GAN: 4.452 G_L1: 3.312 D_real: 0.253 D_fake: 0.017 +(epoch: 29, iters: 32752, time: 0.423, data: 0.024) G_GAN: 3.039 G_L1: 10.432 D_real: 1.296 D_fake: 0.019 +(epoch: 29, iters: 32852, time: 0.284, data: 0.020) G_GAN: 3.712 G_L1: 4.380 D_real: 0.011 D_fake: 0.089 +(epoch: 29, iters: 32952, time: 0.303, data: 0.018) G_GAN: 4.635 G_L1: 3.210 D_real: 0.026 D_fake: 0.095 +(epoch: 29, iters: 33052, time: 0.303, data: 0.018) G_GAN: 3.818 G_L1: 4.810 D_real: 0.060 D_fake: 0.047 +(epoch: 29, iters: 33152, time: 0.384, data: 0.018) G_GAN: 3.935 G_L1: 4.870 D_real: 0.159 D_fake: 0.123 +(epoch: 29, iters: 33252, time: 0.294, data: 0.019) G_GAN: 3.672 G_L1: 3.606 D_real: 0.028 D_fake: 0.267 +(epoch: 29, iters: 33352, time: 0.305, data: 0.017) G_GAN: 3.550 G_L1: 3.998 D_real: 0.518 D_fake: 0.060 +(epoch: 29, iters: 33452, time: 0.304, data: 0.024) G_GAN: 4.266 G_L1: 4.621 D_real: 0.002 D_fake: 0.069 +(epoch: 29, iters: 33552, time: 0.522, data: 0.018) G_GAN: 2.786 G_L1: 4.447 D_real: 0.128 D_fake: 0.147 +(epoch: 29, iters: 33652, time: 0.300, data: 0.021) G_GAN: 3.528 G_L1: 4.132 D_real: 0.441 D_fake: 0.058 +(epoch: 29, iters: 33752, time: 0.304, data: 0.018) G_GAN: 3.314 G_L1: 6.048 D_real: 0.520 D_fake: 0.201 +(epoch: 29, iters: 33852, time: 0.295, data: 0.017) G_GAN: 4.651 G_L1: 4.911 D_real: 0.033 D_fake: 0.781 +(epoch: 29, iters: 33952, time: 0.377, data: 0.019) G_GAN: 4.294 G_L1: 2.921 D_real: 0.146 D_fake: 0.183 +(epoch: 29, iters: 34052, time: 0.300, data: 0.019) G_GAN: 3.271 G_L1: 4.454 D_real: 0.214 D_fake: 0.326 +(epoch: 29, iters: 34152, time: 0.305, data: 0.019) G_GAN: 3.531 G_L1: 4.787 D_real: 1.087 D_fake: 0.018 +(epoch: 29, iters: 34252, time: 0.307, data: 0.018) G_GAN: 6.882 G_L1: 6.417 D_real: 0.000 D_fake: 0.012 +(epoch: 29, iters: 34352, time: 0.418, data: 0.019) G_GAN: 3.018 G_L1: 4.625 D_real: 0.263 D_fake: 0.112 +(epoch: 29, iters: 34452, time: 0.302, data: 0.018) G_GAN: 5.628 G_L1: 3.787 D_real: 0.031 D_fake: 0.085 +(epoch: 29, iters: 34552, time: 0.294, data: 0.019) G_GAN: 3.928 G_L1: 3.893 D_real: 0.119 D_fake: 0.074 +(epoch: 29, iters: 34652, time: 0.301, data: 0.019) G_GAN: 2.718 G_L1: 3.939 D_real: 0.034 D_fake: 0.288 +(epoch: 29, iters: 34752, time: 0.398, data: 0.018) G_GAN: 4.136 G_L1: 4.964 D_real: 0.024 D_fake: 0.065 +(epoch: 29, iters: 34852, time: 0.291, data: 0.021) G_GAN: 4.173 G_L1: 5.577 D_real: 0.374 D_fake: 0.018 +(epoch: 29, iters: 34952, time: 0.301, data: 0.017) G_GAN: 5.472 G_L1: 4.037 D_real: 0.063 D_fake: 0.022 +(epoch: 29, iters: 35052, time: 0.301, data: 0.017) G_GAN: 3.692 G_L1: 3.366 D_real: 0.096 D_fake: 0.059 +(epoch: 29, iters: 35152, time: 0.379, data: 0.017) G_GAN: 3.685 G_L1: 2.563 D_real: 0.212 D_fake: 0.082 +(epoch: 29, iters: 35252, time: 0.303, data: 0.017) G_GAN: 4.224 G_L1: 5.534 D_real: 0.075 D_fake: 0.100 +(epoch: 29, iters: 35352, time: 0.289, data: 0.018) G_GAN: 2.869 G_L1: 4.825 D_real: 0.490 D_fake: 0.158 +(epoch: 29, iters: 35452, time: 0.304, data: 0.017) G_GAN: 6.637 G_L1: 5.945 D_real: 0.075 D_fake: 0.036 +(epoch: 29, iters: 35552, time: 0.526, data: 0.017) G_GAN: 3.135 G_L1: 3.646 D_real: 0.082 D_fake: 0.407 +(epoch: 29, iters: 35652, time: 0.307, data: 0.019) G_GAN: 4.590 G_L1: 4.171 D_real: 0.335 D_fake: 0.027 +(epoch: 29, iters: 35752, time: 0.296, data: 0.018) G_GAN: 3.029 G_L1: 3.160 D_real: 0.041 D_fake: 0.142 +(epoch: 29, iters: 35852, time: 0.302, data: 0.018) G_GAN: 5.073 G_L1: 3.874 D_real: 0.040 D_fake: 0.209 +(epoch: 29, iters: 35952, time: 0.387, data: 0.024) G_GAN: 3.683 G_L1: 3.649 D_real: 0.780 D_fake: 0.026 +(epoch: 29, iters: 36052, time: 0.299, data: 0.020) G_GAN: 4.111 G_L1: 5.043 D_real: 0.070 D_fake: 0.047 +(epoch: 29, iters: 36152, time: 0.301, data: 0.020) G_GAN: 4.848 G_L1: 8.052 D_real: 0.001 D_fake: 0.069 +(epoch: 29, iters: 36252, time: 0.303, data: 0.018) G_GAN: 4.597 G_L1: 4.073 D_real: 0.044 D_fake: 0.035 +(epoch: 29, iters: 36352, time: 0.410, data: 0.021) G_GAN: 3.711 G_L1: 3.579 D_real: 0.038 D_fake: 0.111 +(epoch: 29, iters: 36452, time: 0.302, data: 0.018) G_GAN: 7.157 G_L1: 7.554 D_real: 0.002 D_fake: 0.008 +(epoch: 29, iters: 36552, time: 0.300, data: 0.018) G_GAN: 4.505 G_L1: 4.769 D_real: 0.000 D_fake: 0.066 +(epoch: 29, iters: 36652, time: 0.303, data: 0.022) G_GAN: 2.464 G_L1: 4.487 D_real: 0.613 D_fake: 0.183 +(epoch: 29, iters: 36752, time: 0.416, data: 0.018) G_GAN: 2.340 G_L1: 3.206 D_real: 0.212 D_fake: 0.123 +(epoch: 29, iters: 36852, time: 0.307, data: 0.019) G_GAN: 2.942 G_L1: 3.534 D_real: 0.258 D_fake: 0.077 +(epoch: 29, iters: 36952, time: 0.296, data: 0.018) G_GAN: 4.043 G_L1: 3.915 D_real: 0.010 D_fake: 0.476 +(epoch: 29, iters: 37052, time: 0.301, data: 0.017) G_GAN: 4.240 G_L1: 3.167 D_real: 0.367 D_fake: 0.166 +(epoch: 29, iters: 37152, time: 0.419, data: 0.018) G_GAN: 3.035 G_L1: 4.145 D_real: 0.063 D_fake: 0.233 +(epoch: 29, iters: 37252, time: 0.296, data: 0.020) G_GAN: 3.840 G_L1: 5.216 D_real: 0.201 D_fake: 0.029 +(epoch: 29, iters: 37352, time: 0.297, data: 0.017) G_GAN: 4.266 G_L1: 4.058 D_real: 0.022 D_fake: 0.082 +(epoch: 29, iters: 37452, time: 0.297, data: 0.018) G_GAN: 2.681 G_L1: 3.941 D_real: 0.591 D_fake: 0.236 +(epoch: 29, iters: 37552, time: 0.504, data: 0.022) G_GAN: 6.451 G_L1: 8.396 D_real: 0.016 D_fake: 0.326 +(epoch: 29, iters: 37652, time: 0.305, data: 0.018) G_GAN: 3.941 G_L1: 3.019 D_real: 0.042 D_fake: 0.336 +(epoch: 29, iters: 37752, time: 0.303, data: 0.019) G_GAN: 4.293 G_L1: 4.479 D_real: 0.111 D_fake: 0.036 +(epoch: 29, iters: 37852, time: 0.303, data: 0.018) G_GAN: 3.891 G_L1: 3.830 D_real: 0.048 D_fake: 0.142 +(epoch: 29, iters: 37952, time: 0.426, data: 0.022) G_GAN: 3.633 G_L1: 4.893 D_real: 0.059 D_fake: 0.109 +(epoch: 29, iters: 38052, time: 0.308, data: 0.022) G_GAN: 4.612 G_L1: 4.922 D_real: 0.064 D_fake: 0.243 +(epoch: 29, iters: 38152, time: 0.302, data: 0.018) G_GAN: 3.549 G_L1: 4.762 D_real: 0.048 D_fake: 0.123 +(epoch: 29, iters: 38252, time: 0.303, data: 0.018) G_GAN: 4.386 G_L1: 5.014 D_real: 0.002 D_fake: 0.271 +(epoch: 29, iters: 38352, time: 0.414, data: 0.021) G_GAN: 4.247 G_L1: 3.695 D_real: 0.149 D_fake: 0.048 +(epoch: 29, iters: 38452, time: 0.297, data: 0.019) G_GAN: 4.204 G_L1: 2.938 D_real: 0.183 D_fake: 0.044 +(epoch: 29, iters: 38552, time: 0.300, data: 0.017) G_GAN: 4.394 G_L1: 3.402 D_real: 0.023 D_fake: 0.088 +(epoch: 29, iters: 38652, time: 0.298, data: 0.018) G_GAN: 2.701 G_L1: 3.206 D_real: 0.217 D_fake: 0.075 +(epoch: 29, iters: 38752, time: 0.423, data: 0.017) G_GAN: 3.778 G_L1: 3.137 D_real: 0.055 D_fake: 0.096 +(epoch: 29, iters: 38852, time: 0.293, data: 0.019) G_GAN: 4.810 G_L1: 8.161 D_real: 0.002 D_fake: 0.109 +(epoch: 29, iters: 38952, time: 0.288, data: 0.018) G_GAN: 3.531 G_L1: 3.403 D_real: 0.079 D_fake: 0.303 +(epoch: 29, iters: 39052, time: 0.304, data: 0.018) G_GAN: 2.890 G_L1: 2.590 D_real: 0.151 D_fake: 0.327 +(epoch: 29, iters: 39152, time: 0.405, data: 0.019) G_GAN: 3.250 G_L1: 3.021 D_real: 0.071 D_fake: 0.317 +(epoch: 29, iters: 39252, time: 0.305, data: 0.020) G_GAN: 5.185 G_L1: 5.237 D_real: 0.007 D_fake: 0.117 +(epoch: 29, iters: 39352, time: 0.306, data: 0.019) G_GAN: 5.132 G_L1: 7.310 D_real: 0.153 D_fake: 0.144 +(epoch: 29, iters: 39452, time: 0.305, data: 0.019) G_GAN: 3.512 G_L1: 3.694 D_real: 0.065 D_fake: 0.209 +(epoch: 29, iters: 39552, time: 0.558, data: 0.020) G_GAN: 4.136 G_L1: 4.350 D_real: 0.016 D_fake: 0.255 +(epoch: 29, iters: 39652, time: 0.296, data: 0.020) G_GAN: 2.995 G_L1: 5.254 D_real: 0.427 D_fake: 0.102 +(epoch: 29, iters: 39752, time: 0.296, data: 0.020) G_GAN: 3.703 G_L1: 4.835 D_real: 0.275 D_fake: 0.072 +(epoch: 29, iters: 39852, time: 0.305, data: 0.019) G_GAN: 4.707 G_L1: 3.540 D_real: 0.009 D_fake: 0.075 +(epoch: 29, iters: 39952, time: 0.426, data: 0.019) G_GAN: 6.335 G_L1: 7.559 D_real: 0.088 D_fake: 0.033 +(epoch: 29, iters: 40052, time: 0.311, data: 0.019) G_GAN: 3.470 G_L1: 3.406 D_real: 0.206 D_fake: 0.097 +(epoch: 29, iters: 40152, time: 0.304, data: 0.019) G_GAN: 5.382 G_L1: 5.264 D_real: 0.044 D_fake: 0.011 +(epoch: 29, iters: 40252, time: 0.297, data: 0.019) G_GAN: 3.516 G_L1: 6.220 D_real: 0.082 D_fake: 0.223 +(epoch: 29, iters: 40352, time: 0.418, data: 0.020) G_GAN: 4.975 G_L1: 8.195 D_real: 0.013 D_fake: 0.025 +(epoch: 29, iters: 40452, time: 0.304, data: 0.020) G_GAN: 3.317 G_L1: 3.463 D_real: 0.326 D_fake: 0.055 +(epoch: 29, iters: 40552, time: 0.296, data: 0.021) G_GAN: 3.404 G_L1: 4.735 D_real: 0.017 D_fake: 0.083 +(epoch: 29, iters: 40652, time: 0.289, data: 0.018) G_GAN: 4.860 G_L1: 4.114 D_real: 0.011 D_fake: 0.027 +(epoch: 29, iters: 40752, time: 0.387, data: 0.020) G_GAN: 4.783 G_L1: 4.082 D_real: 0.092 D_fake: 0.052 +(epoch: 29, iters: 40852, time: 0.297, data: 0.019) G_GAN: 4.094 G_L1: 4.741 D_real: 0.108 D_fake: 0.084 +(epoch: 29, iters: 40952, time: 0.305, data: 0.018) G_GAN: 4.653 G_L1: 6.106 D_real: 0.010 D_fake: 0.115 +(epoch: 29, iters: 41052, time: 0.291, data: 0.018) G_GAN: 5.137 G_L1: 4.043 D_real: 0.066 D_fake: 0.031 +(epoch: 29, iters: 41152, time: 0.416, data: 0.018) G_GAN: 4.753 G_L1: 9.396 D_real: 0.049 D_fake: 0.079 +(epoch: 29, iters: 41252, time: 0.305, data: 0.018) G_GAN: 4.806 G_L1: 4.340 D_real: 0.006 D_fake: 0.035 +(epoch: 29, iters: 41352, time: 0.293, data: 0.018) G_GAN: 3.583 G_L1: 5.350 D_real: 0.082 D_fake: 0.042 +(epoch: 29, iters: 41452, time: 0.304, data: 0.018) G_GAN: 3.936 G_L1: 3.448 D_real: 0.274 D_fake: 0.028 +(epoch: 29, iters: 41552, time: 0.558, data: 0.022) G_GAN: 6.274 G_L1: 3.936 D_real: 0.030 D_fake: 0.017 +(epoch: 29, iters: 41652, time: 0.291, data: 0.019) G_GAN: 4.632 G_L1: 4.632 D_real: 0.037 D_fake: 0.102 +(epoch: 29, iters: 41752, time: 0.304, data: 0.017) G_GAN: 2.652 G_L1: 3.979 D_real: 0.315 D_fake: 0.114 +(epoch: 29, iters: 41852, time: 0.304, data: 0.019) G_GAN: 3.613 G_L1: 3.789 D_real: 0.341 D_fake: 0.025 +(epoch: 29, iters: 41952, time: 0.406, data: 0.020) G_GAN: 3.192 G_L1: 3.072 D_real: 0.067 D_fake: 0.116 +(epoch: 29, iters: 42052, time: 0.303, data: 0.019) G_GAN: 5.185 G_L1: 13.241 D_real: 0.324 D_fake: 0.021 +(epoch: 29, iters: 42152, time: 0.299, data: 0.019) G_GAN: 4.265 G_L1: 3.632 D_real: 0.239 D_fake: 0.029 +(epoch: 29, iters: 42252, time: 0.301, data: 0.018) G_GAN: 3.362 G_L1: 3.204 D_real: 0.263 D_fake: 0.070 +(epoch: 29, iters: 42352, time: 0.421, data: 0.019) G_GAN: 3.134 G_L1: 4.653 D_real: 0.287 D_fake: 0.155 +(epoch: 29, iters: 42452, time: 0.300, data: 0.019) G_GAN: 4.055 G_L1: 3.665 D_real: 0.003 D_fake: 0.563 +(epoch: 29, iters: 42552, time: 0.298, data: 0.018) G_GAN: 4.456 G_L1: 3.302 D_real: 0.353 D_fake: 0.020 +(epoch: 29, iters: 42652, time: 0.301, data: 0.017) G_GAN: 2.624 G_L1: 4.421 D_real: 0.122 D_fake: 0.087 +(epoch: 29, iters: 42752, time: 0.412, data: 0.018) G_GAN: 3.926 G_L1: 5.325 D_real: 0.490 D_fake: 0.063 +(epoch: 29, iters: 42852, time: 0.291, data: 0.018) G_GAN: 4.088 G_L1: 3.380 D_real: 0.214 D_fake: 0.086 +(epoch: 29, iters: 42952, time: 0.296, data: 0.017) G_GAN: 3.619 G_L1: 3.788 D_real: 0.350 D_fake: 0.037 +(epoch: 29, iters: 43052, time: 0.296, data: 0.017) G_GAN: 3.272 G_L1: 2.849 D_real: 0.004 D_fake: 0.158 +(epoch: 29, iters: 43152, time: 0.410, data: 0.019) G_GAN: 3.038 G_L1: 3.182 D_real: 0.009 D_fake: 0.327 +(epoch: 29, iters: 43252, time: 0.295, data: 0.018) G_GAN: 5.110 G_L1: 5.292 D_real: 0.163 D_fake: 0.086 +(epoch: 29, iters: 43352, time: 0.299, data: 0.018) G_GAN: 4.322 G_L1: 6.026 D_real: 0.076 D_fake: 0.041 +(epoch: 29, iters: 43452, time: 0.296, data: 0.019) G_GAN: 3.751 G_L1: 3.642 D_real: 0.076 D_fake: 0.099 +(epoch: 29, iters: 43552, time: 0.561, data: 0.020) G_GAN: 3.292 G_L1: 3.844 D_real: 0.006 D_fake: 0.200 +(epoch: 29, iters: 43652, time: 0.305, data: 0.019) G_GAN: 4.080 G_L1: 3.944 D_real: 0.088 D_fake: 0.035 +(epoch: 29, iters: 43752, time: 0.308, data: 0.023) G_GAN: 3.549 G_L1: 3.571 D_real: 0.045 D_fake: 0.125 +(epoch: 29, iters: 43852, time: 0.303, data: 0.018) G_GAN: 5.771 G_L1: 5.319 D_real: 0.086 D_fake: 0.050 +(epoch: 29, iters: 43952, time: 0.419, data: 0.020) G_GAN: 2.832 G_L1: 3.998 D_real: 0.000 D_fake: 0.625 +(epoch: 29, iters: 44052, time: 0.296, data: 0.020) G_GAN: 9.437 G_L1: 8.827 D_real: 0.000 D_fake: 0.232 +(epoch: 29, iters: 44152, time: 0.292, data: 0.023) G_GAN: 4.583 G_L1: 4.263 D_real: 0.001 D_fake: 0.766 +(epoch: 29, iters: 44252, time: 0.306, data: 0.020) G_GAN: 4.751 G_L1: 5.922 D_real: 0.001 D_fake: 0.805 +(epoch: 29, iters: 44352, time: 0.417, data: 0.022) G_GAN: 2.373 G_L1: 2.271 D_real: 0.002 D_fake: 0.317 +(epoch: 29, iters: 44452, time: 0.297, data: 0.019) G_GAN: 3.129 G_L1: 5.679 D_real: 0.001 D_fake: 0.119 +(epoch: 29, iters: 44552, time: 0.298, data: 0.017) G_GAN: 3.620 G_L1: 3.673 D_real: 0.001 D_fake: 0.084 +(epoch: 29, iters: 44652, time: 0.303, data: 0.020) G_GAN: 2.996 G_L1: 10.440 D_real: 0.000 D_fake: 0.386 +(epoch: 29, iters: 44752, time: 0.423, data: 0.019) G_GAN: 2.569 G_L1: 4.688 D_real: 0.006 D_fake: 0.153 +(epoch: 29, iters: 44852, time: 0.302, data: 0.020) G_GAN: 1.744 G_L1: 3.043 D_real: 0.006 D_fake: 0.209 +(epoch: 29, iters: 44952, time: 0.301, data: 0.022) G_GAN: 4.718 G_L1: 4.202 D_real: 0.005 D_fake: 0.055 +(epoch: 29, iters: 45052, time: 0.307, data: 0.019) G_GAN: 3.082 G_L1: 4.261 D_real: 0.002 D_fake: 0.185 +(epoch: 29, iters: 45152, time: 0.420, data: 0.024) G_GAN: 3.438 G_L1: 3.215 D_real: 0.093 D_fake: 0.210 +(epoch: 29, iters: 45252, time: 0.304, data: 0.018) G_GAN: 2.668 G_L1: 4.853 D_real: 0.001 D_fake: 0.125 +(epoch: 29, iters: 45352, time: 0.297, data: 0.021) G_GAN: 3.763 G_L1: 4.321 D_real: 0.083 D_fake: 0.182 +(epoch: 29, iters: 45452, time: 0.295, data: 0.019) G_GAN: 1.406 G_L1: 3.738 D_real: 0.006 D_fake: 0.239 +(epoch: 29, iters: 45552, time: 0.504, data: 0.018) G_GAN: 3.366 G_L1: 4.217 D_real: 0.000 D_fake: 0.327 +(epoch: 29, iters: 45652, time: 0.305, data: 0.019) G_GAN: 4.009 G_L1: 2.925 D_real: 0.123 D_fake: 0.141 +(epoch: 29, iters: 45752, time: 0.304, data: 0.019) G_GAN: 3.559 G_L1: 4.873 D_real: 0.003 D_fake: 0.174 +(epoch: 29, iters: 45852, time: 0.290, data: 0.019) G_GAN: 3.293 G_L1: 4.663 D_real: 0.056 D_fake: 0.034 +(epoch: 29, iters: 45952, time: 0.403, data: 0.016) G_GAN: 4.147 G_L1: 7.075 D_real: 0.009 D_fake: 0.152 +(epoch: 29, iters: 46052, time: 0.298, data: 0.019) G_GAN: 2.570 G_L1: 5.262 D_real: 0.154 D_fake: 0.153 +(epoch: 29, iters: 46152, time: 0.285, data: 0.017) G_GAN: 3.204 G_L1: 4.486 D_real: 0.014 D_fake: 0.194 +(epoch: 29, iters: 46252, time: 0.303, data: 0.018) G_GAN: 3.387 G_L1: 7.480 D_real: 0.000 D_fake: 0.649 +(epoch: 29, iters: 46352, time: 0.399, data: 0.018) G_GAN: 2.751 G_L1: 5.119 D_real: 0.001 D_fake: 0.172 +(epoch: 29, iters: 46452, time: 0.297, data: 0.019) G_GAN: 4.946 G_L1: 6.819 D_real: 0.080 D_fake: 0.176 +(epoch: 29, iters: 46552, time: 0.303, data: 0.019) G_GAN: 1.871 G_L1: 2.930 D_real: 0.070 D_fake: 0.302 +(epoch: 29, iters: 46652, time: 0.295, data: 0.018) G_GAN: 2.990 G_L1: 5.010 D_real: 0.000 D_fake: 0.198 +(epoch: 29, iters: 46752, time: 0.384, data: 0.019) G_GAN: 2.688 G_L1: 5.437 D_real: 0.345 D_fake: 0.130 +(epoch: 29, iters: 46852, time: 0.285, data: 0.019) G_GAN: 4.116 G_L1: 4.129 D_real: 0.091 D_fake: 0.091 +(epoch: 29, iters: 46952, time: 0.309, data: 0.016) G_GAN: 4.524 G_L1: 4.562 D_real: 0.007 D_fake: 0.401 +(epoch: 29, iters: 47052, time: 0.299, data: 0.020) G_GAN: 2.167 G_L1: 4.422 D_real: 0.071 D_fake: 0.406 +(epoch: 29, iters: 47152, time: 0.420, data: 0.018) G_GAN: 2.761 G_L1: 3.836 D_real: 0.000 D_fake: 0.355 +(epoch: 29, iters: 47252, time: 0.298, data: 0.021) G_GAN: 3.155 G_L1: 3.506 D_real: 0.055 D_fake: 0.089 +(epoch: 29, iters: 47352, time: 0.304, data: 0.017) G_GAN: 3.445 G_L1: 3.195 D_real: 0.107 D_fake: 0.094 +(epoch: 29, iters: 47452, time: 0.297, data: 0.018) G_GAN: 2.824 G_L1: 5.914 D_real: 0.363 D_fake: 0.263 +(epoch: 29, iters: 47552, time: 0.578, data: 0.018) G_GAN: 2.046 G_L1: 3.341 D_real: 0.018 D_fake: 0.393 +(epoch: 29, iters: 47652, time: 0.302, data: 0.019) G_GAN: 1.651 G_L1: 4.084 D_real: 0.202 D_fake: 0.320 +(epoch: 29, iters: 47752, time: 0.296, data: 0.017) G_GAN: 5.375 G_L1: 8.943 D_real: 0.001 D_fake: 0.035 +(epoch: 29, iters: 47852, time: 0.295, data: 0.017) G_GAN: 2.151 G_L1: 3.362 D_real: 0.004 D_fake: 0.268 +(epoch: 29, iters: 47952, time: 0.415, data: 0.017) G_GAN: 3.452 G_L1: 6.572 D_real: 0.000 D_fake: 0.260 +(epoch: 29, iters: 48052, time: 0.297, data: 0.018) G_GAN: 2.392 G_L1: 3.911 D_real: 0.205 D_fake: 0.542 +(epoch: 29, iters: 48152, time: 0.304, data: 0.018) G_GAN: 1.087 G_L1: 4.910 D_real: 0.000 D_fake: 0.183 +(epoch: 29, iters: 48252, time: 0.292, data: 0.018) G_GAN: 4.114 G_L1: 7.908 D_real: 0.000 D_fake: 0.194 +(epoch: 29, iters: 48352, time: 0.423, data: 0.016) G_GAN: 3.303 G_L1: 4.721 D_real: 0.006 D_fake: 0.291 +(epoch: 29, iters: 48452, time: 0.305, data: 0.019) G_GAN: 3.331 G_L1: 6.220 D_real: 0.000 D_fake: 0.124 +(epoch: 29, iters: 48552, time: 0.290, data: 0.017) G_GAN: 2.965 G_L1: 5.142 D_real: 0.000 D_fake: 0.385 +(epoch: 29, iters: 48652, time: 0.295, data: 0.016) G_GAN: 3.331 G_L1: 5.216 D_real: 0.003 D_fake: 0.295 +(epoch: 29, iters: 48752, time: 0.418, data: 0.017) G_GAN: 2.697 G_L1: 4.758 D_real: 0.020 D_fake: 0.339 +(epoch: 29, iters: 48852, time: 0.303, data: 0.020) G_GAN: 2.237 G_L1: 3.435 D_real: 0.004 D_fake: 0.263 +(epoch: 29, iters: 48952, time: 0.300, data: 0.018) G_GAN: 1.949 G_L1: 2.351 D_real: 1.296 D_fake: 0.121 +(epoch: 29, iters: 49052, time: 0.287, data: 0.018) G_GAN: 3.416 G_L1: 5.303 D_real: 0.000 D_fake: 0.285 +(epoch: 29, iters: 49152, time: 0.417, data: 0.020) G_GAN: 1.525 G_L1: 3.409 D_real: 0.000 D_fake: 1.337 +(epoch: 29, iters: 49252, time: 0.301, data: 0.020) G_GAN: 1.477 G_L1: 5.325 D_real: 0.002 D_fake: 0.184 +(epoch: 29, iters: 49352, time: 0.313, data: 0.019) G_GAN: 2.971 G_L1: 7.698 D_real: 0.061 D_fake: 0.402 +(epoch: 29, iters: 49452, time: 0.303, data: 0.022) G_GAN: 1.605 G_L1: 4.618 D_real: 0.016 D_fake: 0.582 +(epoch: 29, iters: 49552, time: 0.546, data: 0.017) G_GAN: 2.118 G_L1: 3.984 D_real: 0.006 D_fake: 0.463 +(epoch: 29, iters: 49652, time: 0.304, data: 0.019) G_GAN: 2.084 G_L1: 4.361 D_real: 0.000 D_fake: 0.217 +(epoch: 29, iters: 49752, time: 0.308, data: 0.019) G_GAN: 5.607 G_L1: 12.810 D_real: 0.046 D_fake: 0.080 +(epoch: 29, iters: 49852, time: 0.296, data: 0.018) G_GAN: 1.976 G_L1: 5.643 D_real: 0.000 D_fake: 0.364 +(epoch: 29, iters: 49952, time: 0.412, data: 0.018) G_GAN: 2.857 G_L1: 6.153 D_real: 0.151 D_fake: 0.257 +(epoch: 29, iters: 50052, time: 0.298, data: 0.022) G_GAN: 2.082 G_L1: 3.359 D_real: 0.006 D_fake: 0.406 +(epoch: 29, iters: 50152, time: 0.308, data: 0.019) G_GAN: 2.155 G_L1: 3.728 D_real: 0.305 D_fake: 0.540 +(epoch: 29, iters: 50252, time: 0.304, data: 0.019) G_GAN: 1.720 G_L1: 4.962 D_real: 0.000 D_fake: 0.413 +(epoch: 29, iters: 50352, time: 0.401, data: 0.020) G_GAN: 2.356 G_L1: 4.942 D_real: 0.007 D_fake: 0.420 +(epoch: 29, iters: 50452, time: 0.305, data: 0.020) G_GAN: 3.187 G_L1: 7.407 D_real: 0.002 D_fake: 0.108 +(epoch: 29, iters: 50552, time: 0.302, data: 0.023) G_GAN: 1.916 G_L1: 6.676 D_real: 0.004 D_fake: 0.212 +(epoch: 29, iters: 50652, time: 0.298, data: 0.018) G_GAN: 1.994 G_L1: 4.763 D_real: 0.439 D_fake: 0.728 +(epoch: 29, iters: 50752, time: 0.427, data: 0.018) G_GAN: 1.682 G_L1: 4.339 D_real: 0.001 D_fake: 0.352 +(epoch: 29, iters: 50852, time: 0.291, data: 0.019) G_GAN: 2.519 G_L1: 4.695 D_real: 0.261 D_fake: 0.226 +(epoch: 29, iters: 50952, time: 0.296, data: 0.019) G_GAN: 3.037 G_L1: 3.578 D_real: 0.013 D_fake: 0.091 +(epoch: 29, iters: 51052, time: 0.296, data: 0.017) G_GAN: 1.846 G_L1: 4.947 D_real: 0.791 D_fake: 0.221 +(epoch: 29, iters: 51152, time: 0.407, data: 0.017) G_GAN: 2.371 G_L1: 4.069 D_real: 0.001 D_fake: 0.677 +(epoch: 29, iters: 51252, time: 0.297, data: 0.018) G_GAN: 2.162 G_L1: 4.361 D_real: 0.001 D_fake: 1.192 +(epoch: 29, iters: 51352, time: 0.302, data: 0.018) G_GAN: 1.729 G_L1: 4.507 D_real: 0.000 D_fake: 0.820 +(epoch: 29, iters: 51452, time: 0.303, data: 0.018) G_GAN: 2.037 G_L1: 4.820 D_real: 0.002 D_fake: 0.231 +(epoch: 29, iters: 51552, time: 0.586, data: 0.017) G_GAN: 2.860 G_L1: 6.195 D_real: 0.071 D_fake: 0.390 +(epoch: 29, iters: 51652, time: 0.296, data: 0.019) G_GAN: 1.401 G_L1: 2.997 D_real: 0.000 D_fake: 0.404 +(epoch: 29, iters: 51752, time: 0.283, data: 0.017) G_GAN: 2.159 G_L1: 4.039 D_real: 0.066 D_fake: 0.255 +(epoch: 29, iters: 51852, time: 0.301, data: 0.014) G_GAN: 2.264 G_L1: 9.259 D_real: 0.001 D_fake: 0.566 +(epoch: 29, iters: 51952, time: 0.431, data: 0.018) G_GAN: 1.437 G_L1: 4.694 D_real: 0.001 D_fake: 0.593 +(epoch: 29, iters: 52052, time: 0.300, data: 0.022) G_GAN: 1.878 G_L1: 4.877 D_real: 0.001 D_fake: 0.302 +(epoch: 29, iters: 52152, time: 0.295, data: 0.019) G_GAN: 2.460 G_L1: 4.233 D_real: 0.054 D_fake: 0.132 +(epoch: 29, iters: 52252, time: 0.306, data: 0.019) G_GAN: 1.438 G_L1: 4.208 D_real: 0.000 D_fake: 0.320 +(epoch: 29, iters: 52352, time: 0.425, data: 0.023) G_GAN: 1.988 G_L1: 5.765 D_real: 0.204 D_fake: 0.326 +(epoch: 29, iters: 52452, time: 0.303, data: 0.019) G_GAN: 1.862 G_L1: 4.894 D_real: 0.017 D_fake: 0.410 +(epoch: 29, iters: 52552, time: 0.300, data: 0.018) G_GAN: 1.925 G_L1: 5.786 D_real: 1.430 D_fake: 0.109 +(epoch: 29, iters: 52652, time: 0.303, data: 0.017) G_GAN: 1.670 G_L1: 4.339 D_real: 0.012 D_fake: 0.233 +(epoch: 29, iters: 52752, time: 0.386, data: 0.019) G_GAN: 2.082 G_L1: 5.002 D_real: 0.005 D_fake: 0.278 +(epoch: 29, iters: 52852, time: 0.291, data: 0.020) G_GAN: 2.223 G_L1: 4.961 D_real: 0.114 D_fake: 0.248 +(epoch: 29, iters: 52952, time: 0.305, data: 0.018) G_GAN: 1.791 G_L1: 4.200 D_real: 0.006 D_fake: 0.409 +(epoch: 29, iters: 53052, time: 0.296, data: 0.019) G_GAN: 2.113 G_L1: 11.106 D_real: 0.002 D_fake: 0.385 +(epoch: 29, iters: 53152, time: 0.417, data: 0.018) G_GAN: 1.147 G_L1: 4.478 D_real: 0.000 D_fake: 0.933 +(epoch: 29, iters: 53252, time: 0.294, data: 0.021) G_GAN: 2.022 G_L1: 5.466 D_real: 0.053 D_fake: 0.611 +(epoch: 29, iters: 53352, time: 0.293, data: 0.021) G_GAN: 1.956 G_L1: 2.958 D_real: 0.175 D_fake: 0.182 +(epoch: 29, iters: 53452, time: 0.299, data: 0.017) G_GAN: 3.268 G_L1: 4.121 D_real: 0.053 D_fake: 0.173 +(epoch: 29, iters: 53552, time: 0.513, data: 0.019) G_GAN: 3.979 G_L1: 2.432 D_real: 0.168 D_fake: 0.029 +(epoch: 29, iters: 53652, time: 0.293, data: 0.019) G_GAN: 3.405 G_L1: 8.878 D_real: 0.350 D_fake: 0.030 +(epoch: 29, iters: 53752, time: 0.307, data: 0.018) G_GAN: 4.009 G_L1: 3.759 D_real: 0.296 D_fake: 0.809 +(epoch: 29, iters: 53852, time: 0.306, data: 0.021) G_GAN: 4.337 G_L1: 4.842 D_real: 0.201 D_fake: 0.348 +(epoch: 29, iters: 53952, time: 0.413, data: 0.018) G_GAN: 3.038 G_L1: 3.918 D_real: 0.133 D_fake: 0.139 +(epoch: 29, iters: 54052, time: 0.305, data: 0.019) G_GAN: 3.128 G_L1: 5.927 D_real: 0.023 D_fake: 0.109 +(epoch: 29, iters: 54152, time: 0.303, data: 0.017) G_GAN: 3.103 G_L1: 4.385 D_real: 0.001 D_fake: 0.151 +(epoch: 29, iters: 54252, time: 0.305, data: 0.022) G_GAN: 1.979 G_L1: 3.698 D_real: 0.001 D_fake: 0.298 +(epoch: 29, iters: 54352, time: 0.422, data: 0.018) G_GAN: 2.531 G_L1: 7.207 D_real: 0.009 D_fake: 0.319 +(epoch: 29, iters: 54452, time: 0.298, data: 0.028) G_GAN: 3.401 G_L1: 3.197 D_real: 0.014 D_fake: 0.149 +(epoch: 29, iters: 54552, time: 0.303, data: 0.019) G_GAN: 2.686 G_L1: 5.153 D_real: 0.006 D_fake: 0.159 +(epoch: 29, iters: 54652, time: 0.303, data: 0.020) G_GAN: 3.600 G_L1: 4.892 D_real: 0.010 D_fake: 0.164 +(epoch: 29, iters: 54752, time: 0.415, data: 0.017) G_GAN: 2.204 G_L1: 4.382 D_real: 0.026 D_fake: 0.207 +(epoch: 29, iters: 54852, time: 0.303, data: 0.018) G_GAN: 4.526 G_L1: 3.371 D_real: 0.012 D_fake: 0.031 +(epoch: 29, iters: 54952, time: 0.299, data: 0.017) G_GAN: 3.133 G_L1: 4.090 D_real: 0.099 D_fake: 0.288 +(epoch: 29, iters: 55052, time: 0.303, data: 0.017) G_GAN: 4.165 G_L1: 4.250 D_real: 0.011 D_fake: 0.052 +(epoch: 29, iters: 55152, time: 0.415, data: 0.019) G_GAN: 3.934 G_L1: 8.945 D_real: 0.789 D_fake: 0.108 +(epoch: 29, iters: 55252, time: 0.301, data: 0.018) G_GAN: 2.092 G_L1: 4.883 D_real: 0.454 D_fake: 0.116 +(epoch: 29, iters: 55352, time: 0.303, data: 0.018) G_GAN: 4.052 G_L1: 4.272 D_real: 0.039 D_fake: 0.165 +(epoch: 29, iters: 55452, time: 0.296, data: 0.017) G_GAN: 2.896 G_L1: 5.140 D_real: 0.500 D_fake: 0.095 +(epoch: 29, iters: 55552, time: 0.551, data: 0.018) G_GAN: 3.010 G_L1: 2.519 D_real: 0.120 D_fake: 0.092 +(epoch: 29, iters: 55652, time: 0.304, data: 0.019) G_GAN: 3.533 G_L1: 3.291 D_real: 0.183 D_fake: 0.089 +(epoch: 29, iters: 55752, time: 0.301, data: 0.018) G_GAN: 3.902 G_L1: 3.970 D_real: 0.128 D_fake: 0.054 +(epoch: 29, iters: 55852, time: 0.305, data: 0.017) G_GAN: 3.031 G_L1: 3.512 D_real: 0.226 D_fake: 0.105 +(epoch: 29, iters: 55952, time: 0.409, data: 0.018) G_GAN: 5.051 G_L1: 4.173 D_real: 0.013 D_fake: 0.065 +(epoch: 29, iters: 56052, time: 0.294, data: 0.018) G_GAN: 4.198 G_L1: 3.208 D_real: 0.040 D_fake: 0.071 +(epoch: 29, iters: 56152, time: 0.300, data: 0.018) G_GAN: 3.280 G_L1: 2.418 D_real: 0.119 D_fake: 0.189 +(epoch: 29, iters: 56252, time: 0.293, data: 0.017) G_GAN: 2.937 G_L1: 4.281 D_real: 0.009 D_fake: 0.221 +(epoch: 29, iters: 56352, time: 0.418, data: 0.017) G_GAN: 3.708 G_L1: 3.528 D_real: 0.100 D_fake: 0.068 +(epoch: 29, iters: 56452, time: 0.302, data: 0.020) G_GAN: 3.899 G_L1: 3.933 D_real: 0.083 D_fake: 0.105 +(epoch: 29, iters: 56552, time: 0.298, data: 0.018) G_GAN: 3.367 G_L1: 3.305 D_real: 0.142 D_fake: 0.198 +(epoch: 29, iters: 56652, time: 0.295, data: 0.021) G_GAN: 4.579 G_L1: 5.472 D_real: 0.039 D_fake: 0.107 +(epoch: 29, iters: 56752, time: 0.407, data: 0.017) G_GAN: 2.719 G_L1: 2.963 D_real: 0.208 D_fake: 0.197 +(epoch: 29, iters: 56852, time: 0.305, data: 0.019) G_GAN: 3.790 G_L1: 3.513 D_real: 0.131 D_fake: 0.078 +(epoch: 29, iters: 56952, time: 0.298, data: 0.018) G_GAN: 5.636 G_L1: 8.312 D_real: 0.053 D_fake: 0.120 +(epoch: 29, iters: 57052, time: 0.299, data: 0.018) G_GAN: 4.435 G_L1: 5.175 D_real: 0.001 D_fake: 0.170 +(epoch: 29, iters: 57152, time: 0.419, data: 0.018) G_GAN: 3.187 G_L1: 3.281 D_real: 0.040 D_fake: 0.207 +(epoch: 29, iters: 57252, time: 0.306, data: 0.019) G_GAN: 4.033 G_L1: 3.863 D_real: 0.464 D_fake: 0.028 +(epoch: 29, iters: 57352, time: 0.302, data: 0.018) G_GAN: 3.743 G_L1: 3.422 D_real: 0.217 D_fake: 0.058 +(epoch: 29, iters: 57452, time: 0.301, data: 0.018) G_GAN: 2.849 G_L1: 2.906 D_real: 0.405 D_fake: 0.099 +(epoch: 29, iters: 57552, time: 0.552, data: 0.018) G_GAN: 3.130 G_L1: 3.523 D_real: 0.007 D_fake: 0.184 +(epoch: 29, iters: 57652, time: 0.298, data: 0.018) G_GAN: 3.740 G_L1: 5.407 D_real: 0.034 D_fake: 0.120 +(epoch: 29, iters: 57752, time: 0.295, data: 0.018) G_GAN: 3.295 G_L1: 4.423 D_real: 0.147 D_fake: 0.250 +(epoch: 29, iters: 57852, time: 0.307, data: 0.019) G_GAN: 4.683 G_L1: 6.377 D_real: 0.002 D_fake: 0.226 +(epoch: 29, iters: 57952, time: 0.412, data: 0.018) G_GAN: 5.686 G_L1: 5.787 D_real: 0.000 D_fake: 0.130 +(epoch: 29, iters: 58052, time: 0.291, data: 0.018) G_GAN: 5.885 G_L1: 3.746 D_real: 0.005 D_fake: 0.270 +(epoch: 29, iters: 58152, time: 0.302, data: 0.018) G_GAN: 4.313 G_L1: 5.961 D_real: 0.150 D_fake: 0.029 +(epoch: 29, iters: 58252, time: 0.299, data: 0.018) G_GAN: 5.697 G_L1: 5.266 D_real: 0.001 D_fake: 0.030 +(epoch: 29, iters: 58352, time: 0.418, data: 0.017) G_GAN: 4.815 G_L1: 6.595 D_real: 0.023 D_fake: 0.116 +(epoch: 29, iters: 58452, time: 0.298, data: 0.019) G_GAN: 4.396 G_L1: 3.632 D_real: 0.377 D_fake: 0.023 +(epoch: 29, iters: 58552, time: 0.300, data: 0.018) G_GAN: 5.471 G_L1: 4.877 D_real: 0.281 D_fake: 0.019 +(epoch: 29, iters: 58652, time: 0.303, data: 0.018) G_GAN: 4.565 G_L1: 4.554 D_real: 0.137 D_fake: 0.024 +(epoch: 29, iters: 58752, time: 0.410, data: 0.019) G_GAN: 3.949 G_L1: 5.203 D_real: 0.015 D_fake: 0.107 +(epoch: 29, iters: 58852, time: 0.294, data: 0.017) G_GAN: 4.113 G_L1: 4.435 D_real: 0.002 D_fake: 0.290 +(epoch: 29, iters: 58952, time: 0.296, data: 0.018) G_GAN: 6.595 G_L1: 5.922 D_real: 0.047 D_fake: 0.011 +(epoch: 29, iters: 59052, time: 0.302, data: 0.018) G_GAN: 2.856 G_L1: 3.765 D_real: 0.007 D_fake: 0.159 +(epoch: 29, iters: 59152, time: 0.409, data: 0.018) G_GAN: 5.421 G_L1: 13.088 D_real: 0.001 D_fake: 0.025 +(epoch: 29, iters: 59252, time: 0.304, data: 0.019) G_GAN: 3.934 G_L1: 4.757 D_real: 0.005 D_fake: 0.067 +(epoch: 29, iters: 59352, time: 0.301, data: 0.020) G_GAN: 3.280 G_L1: 5.050 D_real: 0.000 D_fake: 0.170 +(epoch: 29, iters: 59452, time: 0.295, data: 0.017) G_GAN: 2.383 G_L1: 3.681 D_real: 0.000 D_fake: 0.095 +(epoch: 29, iters: 59552, time: 0.569, data: 0.018) G_GAN: 3.567 G_L1: 4.972 D_real: 0.000 D_fake: 0.167 +(epoch: 29, iters: 59652, time: 0.304, data: 0.019) G_GAN: 3.607 G_L1: 4.649 D_real: 0.000 D_fake: 0.287 +(epoch: 29, iters: 59752, time: 0.293, data: 0.018) G_GAN: 3.530 G_L1: 4.094 D_real: 0.008 D_fake: 0.083 +(epoch: 29, iters: 59852, time: 0.299, data: 0.019) G_GAN: 3.620 G_L1: 4.721 D_real: 0.000 D_fake: 0.195 +(epoch: 29, iters: 59952, time: 0.420, data: 0.019) G_GAN: 2.657 G_L1: 4.526 D_real: 0.000 D_fake: 0.743 +(epoch: 30, iters: 36, time: 0.296, data: 0.041) G_GAN: 2.992 G_L1: 5.927 D_real: 0.000 D_fake: 0.446 +(epoch: 30, iters: 136, time: 0.304, data: 0.018) G_GAN: 4.020 G_L1: 5.796 D_real: 0.000 D_fake: 0.147 +(epoch: 30, iters: 236, time: 0.299, data: 0.019) G_GAN: 2.532 G_L1: 4.862 D_real: 0.000 D_fake: 0.347 +(epoch: 30, iters: 336, time: 0.556, data: 0.019) G_GAN: 2.878 G_L1: 3.874 D_real: 0.001 D_fake: 0.050 +(epoch: 30, iters: 436, time: 0.290, data: 0.019) G_GAN: 3.576 G_L1: 5.723 D_real: 0.000 D_fake: 0.077 +(epoch: 30, iters: 536, time: 0.295, data: 0.018) G_GAN: 2.847 G_L1: 5.554 D_real: 0.000 D_fake: 0.138 +(epoch: 30, iters: 636, time: 0.298, data: 0.018) G_GAN: 3.624 G_L1: 5.109 D_real: 0.003 D_fake: 0.808 +(epoch: 30, iters: 736, time: 0.413, data: 0.018) G_GAN: 2.183 G_L1: 3.474 D_real: 0.001 D_fake: 0.590 +(epoch: 30, iters: 836, time: 0.303, data: 0.020) G_GAN: 1.281 G_L1: 3.976 D_real: 0.000 D_fake: 0.335 +(epoch: 30, iters: 936, time: 0.299, data: 0.019) G_GAN: 2.011 G_L1: 4.820 D_real: 0.070 D_fake: 0.176 +(epoch: 30, iters: 1036, time: 0.302, data: 0.018) G_GAN: 1.571 G_L1: 4.540 D_real: 0.001 D_fake: 0.264 +(epoch: 30, iters: 1136, time: 0.407, data: 0.019) G_GAN: 4.016 G_L1: 3.829 D_real: 0.924 D_fake: 0.040 +(epoch: 30, iters: 1236, time: 0.300, data: 0.020) G_GAN: 1.458 G_L1: 3.657 D_real: 0.116 D_fake: 0.458 +(epoch: 30, iters: 1336, time: 0.295, data: 0.018) G_GAN: 2.619 G_L1: 4.340 D_real: 0.004 D_fake: 1.030 +(epoch: 30, iters: 1436, time: 0.296, data: 0.018) G_GAN: 3.162 G_L1: 4.396 D_real: 0.199 D_fake: 0.056 +(epoch: 30, iters: 1536, time: 0.576, data: 0.019) G_GAN: 4.779 G_L1: 16.671 D_real: 0.007 D_fake: 0.150 +(epoch: 30, iters: 1636, time: 0.304, data: 0.019) G_GAN: 3.669 G_L1: 3.743 D_real: 0.070 D_fake: 0.168 +(epoch: 30, iters: 1736, time: 0.296, data: 0.024) G_GAN: 3.928 G_L1: 3.897 D_real: 0.192 D_fake: 0.276 +(epoch: 30, iters: 1836, time: 0.300, data: 0.018) G_GAN: 2.596 G_L1: 5.829 D_real: 0.018 D_fake: 0.178 +(epoch: 30, iters: 1936, time: 0.399, data: 0.020) G_GAN: 3.852 G_L1: 4.310 D_real: 0.064 D_fake: 0.214 +(epoch: 30, iters: 2036, time: 0.304, data: 0.023) G_GAN: 3.865 G_L1: 4.125 D_real: 0.000 D_fake: 0.211 +(epoch: 30, iters: 2136, time: 0.290, data: 0.020) G_GAN: 3.634 G_L1: 3.614 D_real: 0.008 D_fake: 0.344 +(epoch: 30, iters: 2236, time: 0.298, data: 0.018) G_GAN: 2.891 G_L1: 3.902 D_real: 0.067 D_fake: 0.146 +(epoch: 30, iters: 2336, time: 0.407, data: 0.019) G_GAN: 3.948 G_L1: 3.409 D_real: 0.007 D_fake: 0.121 +(epoch: 30, iters: 2436, time: 0.308, data: 0.019) G_GAN: 4.095 G_L1: 2.929 D_real: 0.265 D_fake: 0.152 +(epoch: 30, iters: 2536, time: 0.301, data: 0.019) G_GAN: 4.132 G_L1: 5.239 D_real: 0.022 D_fake: 0.115 +(epoch: 30, iters: 2636, time: 0.296, data: 0.019) G_GAN: 5.259 G_L1: 3.796 D_real: 0.023 D_fake: 0.177 +(epoch: 30, iters: 2736, time: 0.425, data: 0.018) G_GAN: 3.131 G_L1: 6.405 D_real: 0.239 D_fake: 0.176 +(epoch: 30, iters: 2836, time: 0.300, data: 0.020) G_GAN: 4.497 G_L1: 3.793 D_real: 0.090 D_fake: 0.054 +(epoch: 30, iters: 2936, time: 0.294, data: 0.018) G_GAN: 5.026 G_L1: 3.945 D_real: 0.019 D_fake: 0.025 +(epoch: 30, iters: 3036, time: 0.296, data: 0.018) G_GAN: 3.310 G_L1: 7.238 D_real: 0.003 D_fake: 0.095 +(epoch: 30, iters: 3136, time: 0.415, data: 0.019) G_GAN: 3.575 G_L1: 6.707 D_real: 0.010 D_fake: 0.081 +(epoch: 30, iters: 3236, time: 0.304, data: 0.019) G_GAN: 2.385 G_L1: 3.531 D_real: 0.006 D_fake: 0.184 +(epoch: 30, iters: 3336, time: 0.301, data: 0.020) G_GAN: 4.439 G_L1: 4.812 D_real: 0.004 D_fake: 0.221 +(epoch: 30, iters: 3436, time: 0.300, data: 0.018) G_GAN: 2.887 G_L1: 4.943 D_real: 0.010 D_fake: 0.044 +(epoch: 30, iters: 3536, time: 0.571, data: 0.018) G_GAN: 3.774 G_L1: 5.524 D_real: 0.002 D_fake: 0.055 +(epoch: 30, iters: 3636, time: 0.302, data: 0.020) G_GAN: 3.761 G_L1: 4.478 D_real: 0.005 D_fake: 0.020 +(epoch: 30, iters: 3736, time: 0.302, data: 0.018) G_GAN: 3.856 G_L1: 5.810 D_real: 0.001 D_fake: 0.087 +(epoch: 30, iters: 3836, time: 0.301, data: 0.021) G_GAN: 1.758 G_L1: 4.960 D_real: 0.000 D_fake: 1.220 +(epoch: 30, iters: 3936, time: 0.413, data: 0.018) G_GAN: 2.779 G_L1: 3.799 D_real: 0.006 D_fake: 0.056 +(epoch: 30, iters: 4036, time: 0.303, data: 0.019) G_GAN: 2.438 G_L1: 3.831 D_real: 0.000 D_fake: 0.159 +(epoch: 30, iters: 4136, time: 0.299, data: 0.018) G_GAN: 2.985 G_L1: 4.015 D_real: 0.000 D_fake: 0.228 +(epoch: 30, iters: 4236, time: 0.291, data: 0.017) G_GAN: 3.708 G_L1: 8.403 D_real: 0.001 D_fake: 0.171 +(epoch: 30, iters: 4336, time: 0.416, data: 0.018) G_GAN: 2.447 G_L1: 4.405 D_real: 0.000 D_fake: 0.310 +(epoch: 30, iters: 4436, time: 0.305, data: 0.017) G_GAN: 1.733 G_L1: 3.723 D_real: 0.000 D_fake: 0.406 +(epoch: 30, iters: 4536, time: 0.296, data: 0.017) G_GAN: 5.030 G_L1: 5.507 D_real: 0.016 D_fake: 0.037 +(epoch: 30, iters: 4636, time: 0.304, data: 0.020) G_GAN: 2.801 G_L1: 4.183 D_real: 0.000 D_fake: 0.400 +(epoch: 30, iters: 4736, time: 0.419, data: 0.017) G_GAN: 2.452 G_L1: 4.552 D_real: 0.000 D_fake: 0.706 +(epoch: 30, iters: 4836, time: 0.289, data: 0.019) G_GAN: 2.210 G_L1: 4.063 D_real: 0.000 D_fake: 0.469 +(epoch: 30, iters: 4936, time: 0.300, data: 0.015) G_GAN: 1.335 G_L1: 4.462 D_real: 0.001 D_fake: 0.340 +(epoch: 30, iters: 5036, time: 0.303, data: 0.016) G_GAN: 2.940 G_L1: 3.711 D_real: 0.000 D_fake: 0.289 +(epoch: 30, iters: 5136, time: 0.411, data: 0.018) G_GAN: 3.730 G_L1: 6.564 D_real: 0.000 D_fake: 0.418 +(epoch: 30, iters: 5236, time: 0.296, data: 0.016) G_GAN: 5.521 G_L1: 11.208 D_real: 0.021 D_fake: 0.036 +(epoch: 30, iters: 5336, time: 0.307, data: 0.017) G_GAN: 3.809 G_L1: 7.348 D_real: 0.000 D_fake: 0.105 +(epoch: 30, iters: 5436, time: 0.307, data: 0.019) G_GAN: 2.972 G_L1: 5.236 D_real: 0.000 D_fake: 0.702 +(epoch: 30, iters: 5536, time: 0.562, data: 0.018) G_GAN: 2.207 G_L1: 7.076 D_real: 0.111 D_fake: 0.267 +(epoch: 30, iters: 5636, time: 0.302, data: 0.018) G_GAN: 5.902 G_L1: 6.206 D_real: 0.002 D_fake: 0.889 +(epoch: 30, iters: 5736, time: 0.297, data: 0.016) G_GAN: 3.679 G_L1: 3.820 D_real: 0.002 D_fake: 1.364 +(epoch: 30, iters: 5836, time: 0.290, data: 0.017) G_GAN: 4.771 G_L1: 4.552 D_real: 0.062 D_fake: 0.219 +(epoch: 30, iters: 5936, time: 0.419, data: 0.016) G_GAN: 3.722 G_L1: 3.162 D_real: 0.024 D_fake: 0.082 +(epoch: 30, iters: 6036, time: 0.297, data: 0.020) G_GAN: 1.446 G_L1: 4.304 D_real: 0.032 D_fake: 0.317 +(epoch: 30, iters: 6136, time: 0.296, data: 0.017) G_GAN: 2.384 G_L1: 3.786 D_real: 0.000 D_fake: 0.279 +(epoch: 30, iters: 6236, time: 0.294, data: 0.018) G_GAN: 2.804 G_L1: 7.319 D_real: 0.000 D_fake: 0.243 +(epoch: 30, iters: 6336, time: 0.390, data: 0.016) G_GAN: 2.436 G_L1: 4.186 D_real: 0.000 D_fake: 0.182 +(epoch: 30, iters: 6436, time: 0.307, data: 0.020) G_GAN: 5.055 G_L1: 6.147 D_real: 0.118 D_fake: 0.078 +(epoch: 30, iters: 6536, time: 0.298, data: 0.022) G_GAN: 4.955 G_L1: 5.161 D_real: 0.049 D_fake: 0.078 +(epoch: 30, iters: 6636, time: 0.304, data: 0.018) G_GAN: 4.076 G_L1: 4.234 D_real: 0.060 D_fake: 0.038 +(epoch: 30, iters: 6736, time: 0.407, data: 0.018) G_GAN: 3.718 G_L1: 11.029 D_real: 0.036 D_fake: 0.258 +(epoch: 30, iters: 6836, time: 0.299, data: 0.016) G_GAN: 4.051 G_L1: 3.852 D_real: 0.068 D_fake: 0.303 +(epoch: 30, iters: 6936, time: 0.306, data: 0.018) G_GAN: 3.895 G_L1: 5.055 D_real: 0.198 D_fake: 0.050 +(epoch: 30, iters: 7036, time: 0.305, data: 0.018) G_GAN: 4.457 G_L1: 3.917 D_real: 0.279 D_fake: 0.091 +(epoch: 30, iters: 7136, time: 0.399, data: 0.018) G_GAN: 3.805 G_L1: 5.855 D_real: 0.109 D_fake: 0.113 +(epoch: 30, iters: 7236, time: 0.305, data: 0.023) G_GAN: 2.900 G_L1: 4.750 D_real: 0.009 D_fake: 0.541 +(epoch: 30, iters: 7336, time: 0.299, data: 0.018) G_GAN: 3.820 G_L1: 3.643 D_real: 0.005 D_fake: 0.521 +(epoch: 30, iters: 7436, time: 0.300, data: 0.017) G_GAN: 3.008 G_L1: 4.092 D_real: 0.222 D_fake: 0.100 +(epoch: 30, iters: 7536, time: 0.573, data: 0.019) G_GAN: 3.914 G_L1: 3.413 D_real: 0.104 D_fake: 0.039 +(epoch: 30, iters: 7636, time: 0.299, data: 0.020) G_GAN: 5.063 G_L1: 5.475 D_real: 0.075 D_fake: 0.101 +(epoch: 30, iters: 7736, time: 0.305, data: 0.017) G_GAN: 3.002 G_L1: 4.032 D_real: 0.004 D_fake: 0.643 +(epoch: 30, iters: 7836, time: 0.292, data: 0.018) G_GAN: 2.738 G_L1: 4.989 D_real: 0.000 D_fake: 0.329 +(epoch: 30, iters: 7936, time: 0.405, data: 0.018) G_GAN: 4.876 G_L1: 3.911 D_real: 0.014 D_fake: 0.121 +(epoch: 30, iters: 8036, time: 0.298, data: 0.019) G_GAN: 2.441 G_L1: 4.099 D_real: 0.136 D_fake: 0.253 +(epoch: 30, iters: 8136, time: 0.295, data: 0.017) G_GAN: 3.233 G_L1: 5.568 D_real: 0.010 D_fake: 0.113 +(epoch: 30, iters: 8236, time: 0.302, data: 0.018) G_GAN: 6.100 G_L1: 5.378 D_real: 0.000 D_fake: 0.056 +(epoch: 30, iters: 8336, time: 0.399, data: 0.018) G_GAN: 1.872 G_L1: 3.720 D_real: 0.527 D_fake: 0.152 +(epoch: 30, iters: 8436, time: 0.292, data: 0.019) G_GAN: 4.567 G_L1: 3.837 D_real: 0.000 D_fake: 0.297 +(epoch: 30, iters: 8536, time: 0.299, data: 0.018) G_GAN: 3.791 G_L1: 5.336 D_real: 0.039 D_fake: 0.235 +(epoch: 30, iters: 8636, time: 0.294, data: 0.017) G_GAN: 5.014 G_L1: 8.082 D_real: 0.001 D_fake: 0.330 +(epoch: 30, iters: 8736, time: 0.406, data: 0.018) G_GAN: 4.730 G_L1: 4.526 D_real: 0.001 D_fake: 0.050 +(epoch: 30, iters: 8836, time: 0.298, data: 0.019) G_GAN: 3.572 G_L1: 3.785 D_real: 0.100 D_fake: 0.090 +(epoch: 30, iters: 8936, time: 0.292, data: 0.017) G_GAN: 3.595 G_L1: 4.266 D_real: 0.092 D_fake: 0.148 +(epoch: 30, iters: 9036, time: 0.285, data: 0.017) G_GAN: 2.323 G_L1: 2.794 D_real: 0.011 D_fake: 0.477 +(epoch: 30, iters: 9136, time: 0.391, data: 0.017) G_GAN: 2.207 G_L1: 3.883 D_real: 0.003 D_fake: 0.127 +(epoch: 30, iters: 9236, time: 0.304, data: 0.020) G_GAN: 3.934 G_L1: 4.869 D_real: 0.107 D_fake: 0.378 +(epoch: 30, iters: 9336, time: 0.301, data: 0.019) G_GAN: 4.468 G_L1: 5.770 D_real: 0.000 D_fake: 0.296 +(epoch: 30, iters: 9436, time: 0.303, data: 0.021) G_GAN: 2.850 G_L1: 4.924 D_real: 0.002 D_fake: 0.146 +(epoch: 30, iters: 9536, time: 0.526, data: 0.017) G_GAN: 4.182 G_L1: 5.128 D_real: 0.001 D_fake: 0.060 +(epoch: 30, iters: 9636, time: 0.285, data: 0.018) G_GAN: 3.761 G_L1: 3.850 D_real: 0.000 D_fake: 0.173 +(epoch: 30, iters: 9736, time: 0.295, data: 0.015) G_GAN: 2.682 G_L1: 4.319 D_real: 0.001 D_fake: 0.104 +(epoch: 30, iters: 9836, time: 0.304, data: 0.017) G_GAN: 2.878 G_L1: 5.432 D_real: 0.001 D_fake: 0.148 +(epoch: 30, iters: 9936, time: 0.416, data: 0.018) G_GAN: 3.167 G_L1: 5.627 D_real: 0.000 D_fake: 0.534 +(epoch: 30, iters: 10036, time: 0.294, data: 0.018) G_GAN: 2.783 G_L1: 4.812 D_real: 0.018 D_fake: 0.253 +(epoch: 30, iters: 10136, time: 0.297, data: 0.018) G_GAN: 1.927 G_L1: 4.478 D_real: 0.000 D_fake: 0.273 +(epoch: 30, iters: 10236, time: 0.304, data: 0.017) G_GAN: 3.592 G_L1: 7.805 D_real: 0.037 D_fake: 0.122 +(epoch: 30, iters: 10336, time: 0.421, data: 0.018) G_GAN: 4.802 G_L1: 11.164 D_real: 0.010 D_fake: 0.035 +(epoch: 30, iters: 10436, time: 0.303, data: 0.020) G_GAN: 4.104 G_L1: 4.363 D_real: 0.000 D_fake: 0.192 +(epoch: 30, iters: 10536, time: 0.303, data: 0.024) G_GAN: 4.715 G_L1: 5.356 D_real: 0.002 D_fake: 0.040 +(epoch: 30, iters: 10636, time: 0.303, data: 0.025) G_GAN: 3.740 G_L1: 5.690 D_real: 0.001 D_fake: 0.095 +(epoch: 30, iters: 10736, time: 0.420, data: 0.017) G_GAN: 2.973 G_L1: 6.418 D_real: 0.019 D_fake: 0.275 +(epoch: 30, iters: 10836, time: 0.294, data: 0.019) G_GAN: 5.347 G_L1: 8.406 D_real: 0.000 D_fake: 0.023 +(epoch: 30, iters: 10936, time: 0.293, data: 0.017) G_GAN: 3.386 G_L1: 4.983 D_real: 0.004 D_fake: 0.080 +(epoch: 30, iters: 11036, time: 0.303, data: 0.017) G_GAN: 3.425 G_L1: 4.627 D_real: 0.002 D_fake: 0.087 +(epoch: 30, iters: 11136, time: 0.421, data: 0.017) G_GAN: 2.477 G_L1: 4.663 D_real: 0.000 D_fake: 0.180 +(epoch: 30, iters: 11236, time: 0.300, data: 0.019) G_GAN: 2.511 G_L1: 8.448 D_real: 0.000 D_fake: 0.405 +(epoch: 30, iters: 11336, time: 0.299, data: 0.021) G_GAN: 3.335 G_L1: 8.548 D_real: 0.003 D_fake: 0.129 +(epoch: 30, iters: 11436, time: 0.301, data: 0.018) G_GAN: 3.088 G_L1: 11.011 D_real: 0.004 D_fake: 0.296 +(epoch: 30, iters: 11536, time: 0.562, data: 0.018) G_GAN: 3.813 G_L1: 5.650 D_real: 0.034 D_fake: 0.355 +(epoch: 30, iters: 11636, time: 0.295, data: 0.016) G_GAN: 1.964 G_L1: 4.675 D_real: 0.010 D_fake: 0.172 +(epoch: 30, iters: 11736, time: 0.303, data: 0.017) G_GAN: 2.240 G_L1: 4.047 D_real: 0.021 D_fake: 0.373 +(epoch: 30, iters: 11836, time: 0.302, data: 0.017) G_GAN: 2.450 G_L1: 6.754 D_real: 0.000 D_fake: 0.571 +(epoch: 30, iters: 11936, time: 0.416, data: 0.018) G_GAN: 3.561 G_L1: 5.282 D_real: 0.072 D_fake: 0.538 +(epoch: 30, iters: 12036, time: 0.301, data: 0.022) G_GAN: 4.201 G_L1: 5.533 D_real: 0.113 D_fake: 0.076 +(epoch: 30, iters: 12136, time: 0.298, data: 0.019) G_GAN: 4.508 G_L1: 4.499 D_real: 0.014 D_fake: 0.039 +(epoch: 30, iters: 12236, time: 0.302, data: 0.017) G_GAN: 3.914 G_L1: 4.259 D_real: 0.015 D_fake: 0.644 +(epoch: 30, iters: 12336, time: 0.418, data: 0.018) G_GAN: 2.614 G_L1: 4.194 D_real: 0.002 D_fake: 0.299 +(epoch: 30, iters: 12436, time: 0.300, data: 0.019) G_GAN: 2.352 G_L1: 7.113 D_real: 0.025 D_fake: 0.354 +(epoch: 30, iters: 12536, time: 0.295, data: 0.017) G_GAN: 4.667 G_L1: 5.815 D_real: 0.024 D_fake: 0.020 +(epoch: 30, iters: 12636, time: 0.282, data: 0.018) G_GAN: 3.637 G_L1: 4.593 D_real: 0.023 D_fake: 0.237 +(epoch: 30, iters: 12736, time: 0.415, data: 0.015) G_GAN: 5.133 G_L1: 4.331 D_real: 0.002 D_fake: 0.022 +(epoch: 30, iters: 12836, time: 0.300, data: 0.018) G_GAN: 2.839 G_L1: 3.404 D_real: 0.010 D_fake: 0.270 +(epoch: 30, iters: 12936, time: 0.303, data: 0.017) G_GAN: 5.124 G_L1: 7.334 D_real: 0.000 D_fake: 0.066 +(epoch: 30, iters: 13036, time: 0.308, data: 0.018) G_GAN: 5.389 G_L1: 8.775 D_real: 0.042 D_fake: 0.183 +(epoch: 30, iters: 13136, time: 0.379, data: 0.017) G_GAN: 4.290 G_L1: 5.359 D_real: 0.000 D_fake: 0.394 +(epoch: 30, iters: 13236, time: 0.300, data: 0.018) G_GAN: 3.589 G_L1: 7.572 D_real: 0.000 D_fake: 0.174 +(epoch: 30, iters: 13336, time: 0.301, data: 0.017) G_GAN: 4.332 G_L1: 4.244 D_real: 0.003 D_fake: 0.078 +(epoch: 30, iters: 13436, time: 0.303, data: 0.018) G_GAN: 4.303 G_L1: 5.015 D_real: 0.139 D_fake: 0.044 +(epoch: 30, iters: 13536, time: 0.573, data: 0.017) G_GAN: 5.911 G_L1: 5.630 D_real: 0.042 D_fake: 0.013 +(epoch: 30, iters: 13636, time: 0.300, data: 0.019) G_GAN: 2.707 G_L1: 8.981 D_real: 0.001 D_fake: 0.389 +(epoch: 30, iters: 13736, time: 0.299, data: 0.023) G_GAN: 6.241 G_L1: 11.330 D_real: 0.001 D_fake: 0.021 +(epoch: 30, iters: 13836, time: 0.297, data: 0.017) G_GAN: 3.791 G_L1: 4.731 D_real: 0.000 D_fake: 0.093 +(epoch: 30, iters: 13936, time: 0.403, data: 0.016) G_GAN: 2.514 G_L1: 4.896 D_real: 0.016 D_fake: 0.098 +(epoch: 30, iters: 14036, time: 0.299, data: 0.017) G_GAN: 3.593 G_L1: 5.315 D_real: 0.014 D_fake: 0.050 +(epoch: 30, iters: 14136, time: 0.300, data: 0.017) G_GAN: 3.244 G_L1: 5.563 D_real: 0.000 D_fake: 0.133 +(epoch: 30, iters: 14236, time: 0.299, data: 0.016) G_GAN: 4.137 G_L1: 5.745 D_real: 0.001 D_fake: 0.128 +(epoch: 30, iters: 14336, time: 0.420, data: 0.018) G_GAN: 3.304 G_L1: 5.064 D_real: 0.013 D_fake: 0.244 +(epoch: 30, iters: 14436, time: 0.305, data: 0.019) G_GAN: 4.435 G_L1: 7.807 D_real: 0.000 D_fake: 0.142 +(epoch: 30, iters: 14536, time: 0.304, data: 0.018) G_GAN: 2.788 G_L1: 4.047 D_real: 0.238 D_fake: 0.544 +(epoch: 30, iters: 14636, time: 0.290, data: 0.019) G_GAN: 2.456 G_L1: 5.205 D_real: 0.003 D_fake: 0.364 +(epoch: 30, iters: 14736, time: 0.412, data: 0.017) G_GAN: 3.773 G_L1: 3.836 D_real: 0.077 D_fake: 0.048 +(epoch: 30, iters: 14836, time: 0.299, data: 0.021) G_GAN: 3.892 G_L1: 3.255 D_real: 0.176 D_fake: 0.017 +(epoch: 30, iters: 14936, time: 0.300, data: 0.016) G_GAN: 4.215 G_L1: 5.145 D_real: 0.006 D_fake: 0.544 +(epoch: 30, iters: 15036, time: 0.300, data: 0.017) G_GAN: 3.132 G_L1: 2.851 D_real: 0.001 D_fake: 0.221 +(epoch: 30, iters: 15136, time: 0.414, data: 0.016) G_GAN: 3.442 G_L1: 5.067 D_real: 0.077 D_fake: 0.087 +(epoch: 30, iters: 15236, time: 0.283, data: 0.019) G_GAN: 3.383 G_L1: 4.572 D_real: 0.123 D_fake: 0.317 +(epoch: 30, iters: 15336, time: 0.290, data: 0.017) G_GAN: 1.733 G_L1: 4.567 D_real: 0.108 D_fake: 0.201 +(epoch: 30, iters: 15436, time: 0.298, data: 0.015) G_GAN: 3.538 G_L1: 4.754 D_real: 0.002 D_fake: 0.383 +(epoch: 30, iters: 15536, time: 0.509, data: 0.018) G_GAN: 4.086 G_L1: 10.531 D_real: 0.068 D_fake: 0.494 +(epoch: 30, iters: 15636, time: 0.298, data: 0.019) G_GAN: 4.637 G_L1: 4.383 D_real: 0.122 D_fake: 0.114 +(epoch: 30, iters: 15736, time: 0.303, data: 0.018) G_GAN: 3.923 G_L1: 4.087 D_real: 0.008 D_fake: 0.095 +(epoch: 30, iters: 15836, time: 0.302, data: 0.017) G_GAN: 4.284 G_L1: 5.941 D_real: 0.006 D_fake: 0.226 +(epoch: 30, iters: 15936, time: 0.403, data: 0.022) G_GAN: 3.408 G_L1: 4.501 D_real: 0.444 D_fake: 0.239 +(epoch: 30, iters: 16036, time: 0.301, data: 0.017) G_GAN: 2.913 G_L1: 4.080 D_real: 0.145 D_fake: 0.247 +(epoch: 30, iters: 16136, time: 0.295, data: 0.017) G_GAN: 3.182 G_L1: 4.480 D_real: 0.089 D_fake: 0.439 +(epoch: 30, iters: 16236, time: 0.298, data: 0.017) G_GAN: 3.860 G_L1: 6.903 D_real: 0.016 D_fake: 0.136 +(epoch: 30, iters: 16336, time: 0.411, data: 0.017) G_GAN: 4.265 G_L1: 4.405 D_real: 0.148 D_fake: 0.071 +(epoch: 30, iters: 16436, time: 0.290, data: 0.018) G_GAN: 4.327 G_L1: 4.262 D_real: 0.031 D_fake: 0.035 +(epoch: 30, iters: 16536, time: 0.300, data: 0.017) G_GAN: 5.106 G_L1: 5.964 D_real: 0.099 D_fake: 0.137 +(epoch: 30, iters: 16636, time: 0.296, data: 0.018) G_GAN: 3.938 G_L1: 4.813 D_real: 0.001 D_fake: 0.725 +(epoch: 30, iters: 16736, time: 0.392, data: 0.017) G_GAN: 1.594 G_L1: 5.995 D_real: 1.350 D_fake: 0.070 +(epoch: 30, iters: 16836, time: 0.287, data: 0.015) G_GAN: 3.281 G_L1: 4.943 D_real: 0.001 D_fake: 0.779 +(epoch: 30, iters: 16936, time: 0.292, data: 0.015) G_GAN: 3.435 G_L1: 2.981 D_real: 0.034 D_fake: 0.101 +(epoch: 30, iters: 17036, time: 0.302, data: 0.017) G_GAN: 3.922 G_L1: 4.192 D_real: 0.013 D_fake: 0.172 +(epoch: 30, iters: 17136, time: 0.424, data: 0.021) G_GAN: 3.622 G_L1: 6.295 D_real: 0.100 D_fake: 0.157 +(epoch: 30, iters: 17236, time: 0.304, data: 0.019) G_GAN: 4.215 G_L1: 5.567 D_real: 0.022 D_fake: 0.164 +(epoch: 30, iters: 17336, time: 0.300, data: 0.018) G_GAN: 3.988 G_L1: 4.397 D_real: 0.038 D_fake: 0.055 +(epoch: 30, iters: 17436, time: 0.291, data: 0.017) G_GAN: 3.452 G_L1: 4.212 D_real: 0.094 D_fake: 0.090 +(epoch: 30, iters: 17536, time: 0.555, data: 0.017) G_GAN: 2.745 G_L1: 5.030 D_real: 0.340 D_fake: 0.236 +(epoch: 30, iters: 17636, time: 0.300, data: 0.018) G_GAN: 3.887 G_L1: 4.882 D_real: 0.054 D_fake: 0.194 +(epoch: 30, iters: 17736, time: 0.303, data: 0.018) G_GAN: 5.279 G_L1: 4.764 D_real: 0.003 D_fake: 0.204 +(epoch: 30, iters: 17836, time: 0.290, data: 0.018) G_GAN: 3.478 G_L1: 3.760 D_real: 0.003 D_fake: 0.302 +(epoch: 30, iters: 17936, time: 0.401, data: 0.017) G_GAN: 3.722 G_L1: 3.009 D_real: 0.029 D_fake: 0.200 +(epoch: 30, iters: 18036, time: 0.302, data: 0.021) G_GAN: 3.605 G_L1: 8.527 D_real: 0.204 D_fake: 0.036 +(epoch: 30, iters: 18136, time: 0.292, data: 0.018) G_GAN: 3.901 G_L1: 4.449 D_real: 0.008 D_fake: 0.148 +(epoch: 30, iters: 18236, time: 0.295, data: 0.019) G_GAN: 3.970 G_L1: 1.897 D_real: 0.028 D_fake: 0.458 +(epoch: 30, iters: 18336, time: 0.425, data: 0.018) G_GAN: 3.959 G_L1: 6.823 D_real: 0.042 D_fake: 0.051 +(epoch: 30, iters: 18436, time: 0.297, data: 0.019) G_GAN: 2.711 G_L1: 4.486 D_real: 0.025 D_fake: 2.227 +(epoch: 30, iters: 18536, time: 0.296, data: 0.019) G_GAN: 3.443 G_L1: 6.079 D_real: 0.732 D_fake: 0.073 +(epoch: 30, iters: 18636, time: 0.301, data: 0.017) G_GAN: 3.465 G_L1: 4.502 D_real: 0.026 D_fake: 0.312 +(epoch: 30, iters: 18736, time: 0.387, data: 0.019) G_GAN: 4.250 G_L1: 4.307 D_real: 0.004 D_fake: 0.131 +(epoch: 30, iters: 18836, time: 0.298, data: 0.020) G_GAN: 4.264 G_L1: 6.682 D_real: 0.163 D_fake: 0.091 +(epoch: 30, iters: 18936, time: 0.283, data: 0.017) G_GAN: 4.272 G_L1: 6.295 D_real: 0.000 D_fake: 0.081 +(epoch: 30, iters: 19036, time: 0.303, data: 0.015) G_GAN: 4.273 G_L1: 5.331 D_real: 0.086 D_fake: 0.208 +(epoch: 30, iters: 19136, time: 0.405, data: 0.018) G_GAN: 3.468 G_L1: 9.864 D_real: 0.056 D_fake: 0.089 +(epoch: 30, iters: 19236, time: 0.308, data: 0.016) G_GAN: 3.317 G_L1: 4.649 D_real: 0.000 D_fake: 0.274 +(epoch: 30, iters: 19336, time: 0.298, data: 0.017) G_GAN: 4.553 G_L1: 5.612 D_real: 0.000 D_fake: 1.998 +(epoch: 30, iters: 19436, time: 0.284, data: 0.018) G_GAN: 4.519 G_L1: 4.979 D_real: 0.003 D_fake: 0.073 +(epoch: 30, iters: 19536, time: 0.569, data: 0.016) G_GAN: 4.029 G_L1: 4.887 D_real: 0.000 D_fake: 0.230 +(epoch: 30, iters: 19636, time: 0.296, data: 0.019) G_GAN: 4.897 G_L1: 5.483 D_real: 0.000 D_fake: 0.313 +(epoch: 30, iters: 19736, time: 0.297, data: 0.019) G_GAN: 3.151 G_L1: 3.509 D_real: 0.001 D_fake: 0.073 +(epoch: 30, iters: 19836, time: 0.298, data: 0.018) G_GAN: 4.853 G_L1: 7.430 D_real: 0.001 D_fake: 0.921 +(epoch: 30, iters: 19936, time: 0.421, data: 0.019) G_GAN: 2.731 G_L1: 4.269 D_real: 0.029 D_fake: 0.367 +(epoch: 30, iters: 20036, time: 0.305, data: 0.019) G_GAN: 2.619 G_L1: 4.656 D_real: 0.000 D_fake: 0.281 +(epoch: 30, iters: 20136, time: 0.300, data: 0.019) G_GAN: 2.563 G_L1: 4.227 D_real: 0.207 D_fake: 0.270 +(epoch: 30, iters: 20236, time: 0.301, data: 0.019) G_GAN: 3.013 G_L1: 4.628 D_real: 0.216 D_fake: 0.070 +(epoch: 30, iters: 20336, time: 0.410, data: 0.019) G_GAN: 4.032 G_L1: 8.012 D_real: 0.003 D_fake: 0.044 +(epoch: 30, iters: 20436, time: 0.295, data: 0.019) G_GAN: 3.392 G_L1: 6.567 D_real: 0.004 D_fake: 0.103 +(epoch: 30, iters: 20536, time: 0.305, data: 0.020) G_GAN: 4.035 G_L1: 4.322 D_real: 0.006 D_fake: 0.117 +(epoch: 30, iters: 20636, time: 0.302, data: 0.019) G_GAN: 2.417 G_L1: 4.125 D_real: 0.019 D_fake: 0.182 +(epoch: 30, iters: 20736, time: 0.417, data: 0.019) G_GAN: 4.135 G_L1: 4.896 D_real: 0.026 D_fake: 0.048 +(epoch: 30, iters: 20836, time: 0.291, data: 0.020) G_GAN: 4.387 G_L1: 5.071 D_real: 0.003 D_fake: 0.602 +(epoch: 30, iters: 20936, time: 0.307, data: 0.018) G_GAN: 2.170 G_L1: 4.994 D_real: 0.000 D_fake: 0.271 +(epoch: 30, iters: 21036, time: 0.303, data: 0.019) G_GAN: 3.588 G_L1: 4.409 D_real: 0.081 D_fake: 0.168 +(epoch: 30, iters: 21136, time: 0.419, data: 0.018) G_GAN: 3.093 G_L1: 3.982 D_real: 0.008 D_fake: 0.135 +(epoch: 30, iters: 21236, time: 0.303, data: 0.020) G_GAN: 4.485 G_L1: 8.975 D_real: 0.001 D_fake: 0.322 +(epoch: 30, iters: 21336, time: 0.303, data: 0.018) G_GAN: 4.976 G_L1: 4.262 D_real: 0.001 D_fake: 0.380 +(epoch: 30, iters: 21436, time: 0.287, data: 0.018) G_GAN: 4.706 G_L1: 3.388 D_real: 0.005 D_fake: 0.079 +(epoch: 30, iters: 21536, time: 0.519, data: 0.016) G_GAN: 3.116 G_L1: 3.485 D_real: 0.070 D_fake: 0.230 +(epoch: 30, iters: 21636, time: 0.296, data: 0.018) G_GAN: 4.742 G_L1: 5.190 D_real: 0.006 D_fake: 0.044 +(epoch: 30, iters: 21736, time: 0.289, data: 0.018) G_GAN: 3.879 G_L1: 5.235 D_real: 0.002 D_fake: 0.214 +(epoch: 30, iters: 21836, time: 0.300, data: 0.018) G_GAN: 3.109 G_L1: 3.556 D_real: 0.009 D_fake: 0.117 +(epoch: 30, iters: 21936, time: 0.417, data: 0.017) G_GAN: 3.927 G_L1: 3.957 D_real: 0.007 D_fake: 0.020 +(epoch: 30, iters: 22036, time: 0.294, data: 0.019) G_GAN: 3.748 G_L1: 4.824 D_real: 0.013 D_fake: 0.163 +(epoch: 30, iters: 22136, time: 0.297, data: 0.017) G_GAN: 1.555 G_L1: 4.232 D_real: 0.037 D_fake: 0.545 +(epoch: 30, iters: 22236, time: 0.298, data: 0.017) G_GAN: 4.350 G_L1: 7.128 D_real: 0.002 D_fake: 0.069 +(epoch: 30, iters: 22336, time: 0.425, data: 0.023) G_GAN: 2.321 G_L1: 8.121 D_real: 0.005 D_fake: 0.540 +(epoch: 30, iters: 22436, time: 0.302, data: 0.020) G_GAN: 2.659 G_L1: 5.045 D_real: 0.000 D_fake: 0.336 +(epoch: 30, iters: 22536, time: 0.305, data: 0.018) G_GAN: 3.776 G_L1: 8.520 D_real: 0.009 D_fake: 0.070 +(epoch: 30, iters: 22636, time: 0.308, data: 0.021) G_GAN: 3.396 G_L1: 4.562 D_real: 0.001 D_fake: 0.061 +(epoch: 30, iters: 22736, time: 0.418, data: 0.018) G_GAN: 2.603 G_L1: 4.858 D_real: 0.000 D_fake: 0.285 +(epoch: 30, iters: 22836, time: 0.296, data: 0.018) G_GAN: 2.955 G_L1: 6.247 D_real: 0.000 D_fake: 0.408 +(epoch: 30, iters: 22936, time: 0.302, data: 0.018) G_GAN: 2.465 G_L1: 4.357 D_real: 0.000 D_fake: 0.440 +(epoch: 30, iters: 23036, time: 0.307, data: 0.022) G_GAN: 4.998 G_L1: 3.819 D_real: 0.009 D_fake: 0.568 +(epoch: 30, iters: 23136, time: 0.423, data: 0.019) G_GAN: 4.805 G_L1: 3.464 D_real: 0.020 D_fake: 0.231 +(epoch: 30, iters: 23236, time: 0.298, data: 0.019) G_GAN: 4.183 G_L1: 3.959 D_real: 0.012 D_fake: 0.144 +(epoch: 30, iters: 23336, time: 0.301, data: 0.018) G_GAN: 3.893 G_L1: 3.681 D_real: 0.205 D_fake: 0.180 +(epoch: 30, iters: 23436, time: 0.298, data: 0.019) G_GAN: 3.729 G_L1: 7.533 D_real: 0.006 D_fake: 0.178 +(epoch: 30, iters: 23536, time: 0.558, data: 0.018) G_GAN: 4.103 G_L1: 4.794 D_real: 0.001 D_fake: 1.150 +(epoch: 30, iters: 23636, time: 0.302, data: 0.018) G_GAN: 3.099 G_L1: 3.896 D_real: 0.003 D_fake: 0.142 +(epoch: 30, iters: 23736, time: 0.289, data: 0.018) G_GAN: 3.900 G_L1: 5.272 D_real: 0.224 D_fake: 0.060 +(epoch: 30, iters: 23836, time: 0.300, data: 0.017) G_GAN: 3.117 G_L1: 3.261 D_real: 0.041 D_fake: 0.146 +(epoch: 30, iters: 23936, time: 0.414, data: 0.019) G_GAN: 3.038 G_L1: 4.706 D_real: 0.004 D_fake: 0.919 +(epoch: 30, iters: 24036, time: 0.296, data: 0.020) G_GAN: 3.282 G_L1: 4.393 D_real: 0.025 D_fake: 0.914 +(epoch: 30, iters: 24136, time: 0.297, data: 0.017) G_GAN: 3.319 G_L1: 4.234 D_real: 0.041 D_fake: 0.079 +(epoch: 30, iters: 24236, time: 0.302, data: 0.018) G_GAN: 5.105 G_L1: 6.663 D_real: 0.109 D_fake: 0.037 +(epoch: 30, iters: 24336, time: 0.425, data: 0.018) G_GAN: 3.479 G_L1: 5.059 D_real: 0.000 D_fake: 0.410 +(epoch: 30, iters: 24436, time: 0.299, data: 0.020) G_GAN: 4.515 G_L1: 9.804 D_real: 0.000 D_fake: 0.056 +(epoch: 30, iters: 24536, time: 0.290, data: 0.019) G_GAN: 4.487 G_L1: 4.133 D_real: 0.004 D_fake: 0.086 +(epoch: 30, iters: 24636, time: 0.285, data: 0.020) G_GAN: 2.939 G_L1: 3.585 D_real: 0.004 D_fake: 0.277 +(epoch: 30, iters: 24736, time: 0.396, data: 0.019) G_GAN: 2.914 G_L1: 3.731 D_real: 0.002 D_fake: 0.412 +(epoch: 30, iters: 24836, time: 0.287, data: 0.019) G_GAN: 4.947 G_L1: 5.059 D_real: 0.000 D_fake: 0.081 +(epoch: 30, iters: 24936, time: 0.295, data: 0.017) G_GAN: 4.299 G_L1: 4.299 D_real: 0.000 D_fake: 0.711 +(epoch: 30, iters: 25036, time: 0.301, data: 0.019) G_GAN: 2.949 G_L1: 4.674 D_real: 0.001 D_fake: 0.145 +(epoch: 30, iters: 25136, time: 0.413, data: 0.019) G_GAN: 2.674 G_L1: 4.230 D_real: 0.000 D_fake: 0.239 +(epoch: 30, iters: 25236, time: 0.297, data: 0.018) G_GAN: 3.504 G_L1: 4.549 D_real: 0.002 D_fake: 0.521 +(epoch: 30, iters: 25336, time: 0.302, data: 0.018) G_GAN: 2.600 G_L1: 10.617 D_real: 0.000 D_fake: 0.139 +(epoch: 30, iters: 25436, time: 0.297, data: 0.019) G_GAN: 2.299 G_L1: 4.031 D_real: 0.002 D_fake: 0.249 +(epoch: 30, iters: 25536, time: 0.570, data: 0.021) G_GAN: 2.251 G_L1: 6.712 D_real: 0.044 D_fake: 0.203 +(epoch: 30, iters: 25636, time: 0.290, data: 0.019) G_GAN: 3.033 G_L1: 4.425 D_real: 0.000 D_fake: 0.238 +(epoch: 30, iters: 25736, time: 0.299, data: 0.022) G_GAN: 5.266 G_L1: 5.312 D_real: 0.877 D_fake: 0.012 +(epoch: 30, iters: 25836, time: 0.293, data: 0.021) G_GAN: 2.751 G_L1: 6.256 D_real: 0.000 D_fake: 0.196 +(epoch: 30, iters: 25936, time: 0.408, data: 0.017) G_GAN: 3.253 G_L1: 5.400 D_real: 0.000 D_fake: 0.585 +(epoch: 30, iters: 26036, time: 0.295, data: 0.019) G_GAN: 3.680 G_L1: 5.704 D_real: 0.000 D_fake: 0.296 +(epoch: 30, iters: 26136, time: 0.300, data: 0.016) G_GAN: 3.797 G_L1: 9.437 D_real: 0.004 D_fake: 0.460 +(epoch: 30, iters: 26236, time: 0.298, data: 0.018) G_GAN: 1.927 G_L1: 4.230 D_real: 0.036 D_fake: 0.246 +(epoch: 30, iters: 26336, time: 0.420, data: 0.016) G_GAN: 4.254 G_L1: 5.539 D_real: 0.001 D_fake: 0.195 +(epoch: 30, iters: 26436, time: 0.292, data: 0.019) G_GAN: 2.722 G_L1: 5.993 D_real: 0.038 D_fake: 0.274 +(epoch: 30, iters: 26536, time: 0.299, data: 0.018) G_GAN: 2.809 G_L1: 3.259 D_real: 0.195 D_fake: 0.147 +(epoch: 30, iters: 26636, time: 0.295, data: 0.018) G_GAN: 3.639 G_L1: 4.567 D_real: 0.033 D_fake: 0.083 +(epoch: 30, iters: 26736, time: 0.392, data: 0.017) G_GAN: 2.670 G_L1: 4.215 D_real: 0.414 D_fake: 0.279 +(epoch: 30, iters: 26836, time: 0.306, data: 0.018) G_GAN: 5.719 G_L1: 5.797 D_real: 0.001 D_fake: 0.103 +(epoch: 30, iters: 26936, time: 0.302, data: 0.018) G_GAN: 5.036 G_L1: 5.612 D_real: 0.115 D_fake: 0.034 +(epoch: 30, iters: 27036, time: 0.305, data: 0.017) G_GAN: 3.879 G_L1: 6.056 D_real: 0.006 D_fake: 0.333 +(epoch: 30, iters: 27136, time: 0.382, data: 0.018) G_GAN: 4.706 G_L1: 4.280 D_real: 0.146 D_fake: 0.029 +(epoch: 30, iters: 27236, time: 0.296, data: 0.018) G_GAN: 4.069 G_L1: 2.735 D_real: 0.341 D_fake: 0.047 +(epoch: 30, iters: 27336, time: 0.302, data: 0.018) G_GAN: 3.736 G_L1: 6.659 D_real: 0.101 D_fake: 0.056 +(epoch: 30, iters: 27436, time: 0.295, data: 0.019) G_GAN: 4.029 G_L1: 3.334 D_real: 0.067 D_fake: 0.064 +(epoch: 30, iters: 27536, time: 0.555, data: 0.017) G_GAN: 3.353 G_L1: 4.830 D_real: 0.012 D_fake: 0.174 +(epoch: 30, iters: 27636, time: 0.302, data: 0.019) G_GAN: 4.303 G_L1: 3.744 D_real: 0.000 D_fake: 0.046 +(epoch: 30, iters: 27736, time: 0.302, data: 0.017) G_GAN: 4.286 G_L1: 4.892 D_real: 0.283 D_fake: 0.030 +(epoch: 30, iters: 27836, time: 0.303, data: 0.018) G_GAN: 3.795 G_L1: 5.104 D_real: 0.011 D_fake: 0.149 +(epoch: 30, iters: 27936, time: 0.419, data: 0.018) G_GAN: 1.887 G_L1: 5.295 D_real: 0.002 D_fake: 0.188 +(epoch: 30, iters: 28036, time: 0.296, data: 0.019) G_GAN: 4.905 G_L1: 3.860 D_real: 0.308 D_fake: 0.026 +(epoch: 30, iters: 28136, time: 0.303, data: 0.018) G_GAN: 3.434 G_L1: 5.448 D_real: 0.299 D_fake: 0.026 +(epoch: 30, iters: 28236, time: 0.305, data: 0.019) G_GAN: 2.477 G_L1: 3.505 D_real: 0.174 D_fake: 0.147 +(epoch: 30, iters: 28336, time: 0.414, data: 0.018) G_GAN: 3.330 G_L1: 4.441 D_real: 0.024 D_fake: 0.132 +(epoch: 30, iters: 28436, time: 0.304, data: 0.019) G_GAN: 3.326 G_L1: 3.587 D_real: 0.007 D_fake: 0.044 +(epoch: 30, iters: 28536, time: 0.306, data: 0.018) G_GAN: 2.493 G_L1: 4.555 D_real: 0.005 D_fake: 0.168 +(epoch: 30, iters: 28636, time: 0.300, data: 0.018) G_GAN: 3.424 G_L1: 5.373 D_real: 0.008 D_fake: 0.105 +(epoch: 30, iters: 28736, time: 0.415, data: 0.023) G_GAN: 4.603 G_L1: 6.302 D_real: 0.000 D_fake: 0.336 +(epoch: 30, iters: 28836, time: 0.297, data: 0.018) G_GAN: 3.994 G_L1: 4.485 D_real: 0.000 D_fake: 0.205 +(epoch: 30, iters: 28936, time: 0.285, data: 0.017) G_GAN: 2.654 G_L1: 4.370 D_real: 0.003 D_fake: 0.358 +(epoch: 30, iters: 29036, time: 0.296, data: 0.020) G_GAN: 3.085 G_L1: 5.423 D_real: 0.001 D_fake: 0.175 +(epoch: 30, iters: 29136, time: 0.414, data: 0.018) G_GAN: 2.656 G_L1: 4.865 D_real: 0.000 D_fake: 0.805 +(epoch: 30, iters: 29236, time: 0.298, data: 0.018) G_GAN: 7.442 G_L1: 8.503 D_real: 0.000 D_fake: 1.784 +(epoch: 30, iters: 29336, time: 0.303, data: 0.021) G_GAN: 2.904 G_L1: 6.992 D_real: 0.014 D_fake: 0.348 +(epoch: 30, iters: 29436, time: 0.294, data: 0.017) G_GAN: 4.922 G_L1: 8.922 D_real: 0.008 D_fake: 0.050 +(epoch: 30, iters: 29536, time: 0.582, data: 0.018) G_GAN: 3.851 G_L1: 5.749 D_real: 0.005 D_fake: 0.122 +(epoch: 30, iters: 29636, time: 0.297, data: 0.020) G_GAN: 3.009 G_L1: 4.511 D_real: 0.000 D_fake: 0.560 +(epoch: 30, iters: 29736, time: 0.303, data: 0.019) G_GAN: 2.586 G_L1: 3.823 D_real: 0.000 D_fake: 0.556 +(epoch: 30, iters: 29836, time: 0.303, data: 0.019) G_GAN: 3.178 G_L1: 3.687 D_real: 0.000 D_fake: 0.227 +(epoch: 30, iters: 29936, time: 0.393, data: 0.019) G_GAN: 2.891 G_L1: 4.263 D_real: 0.001 D_fake: 0.267 +(epoch: 30, iters: 30036, time: 0.301, data: 0.020) G_GAN: 1.902 G_L1: 4.532 D_real: 0.000 D_fake: 0.214 +(epoch: 30, iters: 30136, time: 0.295, data: 0.019) G_GAN: 2.388 G_L1: 3.764 D_real: 0.000 D_fake: 0.388 +(epoch: 30, iters: 30236, time: 0.302, data: 0.018) G_GAN: 2.517 G_L1: 5.088 D_real: 0.002 D_fake: 0.160 +(epoch: 30, iters: 30336, time: 0.426, data: 0.019) G_GAN: 2.412 G_L1: 4.370 D_real: 0.000 D_fake: 0.155 +(epoch: 30, iters: 30436, time: 0.301, data: 0.023) G_GAN: 0.867 G_L1: 3.318 D_real: 0.423 D_fake: 0.391 +(epoch: 30, iters: 30536, time: 0.304, data: 0.019) G_GAN: 3.927 G_L1: 5.573 D_real: 0.029 D_fake: 0.460 +(epoch: 30, iters: 30636, time: 0.290, data: 0.018) G_GAN: 2.348 G_L1: 3.763 D_real: 0.005 D_fake: 0.316 +(epoch: 30, iters: 30736, time: 0.414, data: 0.017) G_GAN: 3.743 G_L1: 3.924 D_real: 0.094 D_fake: 0.048 +(epoch: 30, iters: 30836, time: 0.297, data: 0.019) G_GAN: 3.167 G_L1: 4.945 D_real: 0.617 D_fake: 0.069 +(epoch: 30, iters: 30936, time: 0.302, data: 0.022) G_GAN: 2.521 G_L1: 4.596 D_real: 0.018 D_fake: 0.193 +(epoch: 30, iters: 31036, time: 0.289, data: 0.022) G_GAN: 3.906 G_L1: 4.522 D_real: 0.002 D_fake: 0.083 +(epoch: 30, iters: 31136, time: 0.415, data: 0.018) G_GAN: 2.059 G_L1: 4.145 D_real: 0.000 D_fake: 0.524 +(epoch: 30, iters: 31236, time: 0.293, data: 0.021) G_GAN: 5.425 G_L1: 4.818 D_real: 0.065 D_fake: 0.584 +(epoch: 30, iters: 31336, time: 0.298, data: 0.017) G_GAN: 2.310 G_L1: 5.290 D_real: 0.001 D_fake: 0.355 +(epoch: 30, iters: 31436, time: 0.300, data: 0.016) G_GAN: 4.352 G_L1: 5.245 D_real: 0.039 D_fake: 0.461 +(epoch: 30, iters: 31536, time: 0.550, data: 0.017) G_GAN: 3.564 G_L1: 5.772 D_real: 0.187 D_fake: 0.086 +(epoch: 30, iters: 31636, time: 0.290, data: 0.020) G_GAN: 2.632 G_L1: 4.326 D_real: 0.030 D_fake: 0.188 +(epoch: 30, iters: 31736, time: 0.293, data: 0.017) G_GAN: 3.693 G_L1: 3.353 D_real: 0.009 D_fake: 0.273 +(epoch: 30, iters: 31836, time: 0.300, data: 0.018) G_GAN: 2.555 G_L1: 3.362 D_real: 0.462 D_fake: 0.162 +(epoch: 30, iters: 31936, time: 0.423, data: 0.024) G_GAN: 4.544 G_L1: 4.750 D_real: 0.275 D_fake: 0.042 +(epoch: 30, iters: 32036, time: 0.302, data: 0.024) G_GAN: 2.681 G_L1: 4.645 D_real: 0.114 D_fake: 0.511 +(epoch: 30, iters: 32136, time: 0.302, data: 0.017) G_GAN: 2.299 G_L1: 4.235 D_real: 0.043 D_fake: 0.515 +(epoch: 30, iters: 32236, time: 0.301, data: 0.017) G_GAN: 3.873 G_L1: 5.409 D_real: 0.016 D_fake: 0.138 +(epoch: 30, iters: 32336, time: 0.404, data: 0.018) G_GAN: 3.504 G_L1: 3.610 D_real: 0.006 D_fake: 0.220 +(epoch: 30, iters: 32436, time: 0.294, data: 0.019) G_GAN: 4.603 G_L1: 3.228 D_real: 0.021 D_fake: 0.086 +(epoch: 30, iters: 32536, time: 0.303, data: 0.019) G_GAN: 3.848 G_L1: 4.601 D_real: 0.003 D_fake: 0.281 +(epoch: 30, iters: 32636, time: 0.290, data: 0.018) G_GAN: 4.575 G_L1: 5.063 D_real: 0.002 D_fake: 0.091 +(epoch: 30, iters: 32736, time: 0.422, data: 0.016) G_GAN: 4.794 G_L1: 6.306 D_real: 0.001 D_fake: 0.037 +(epoch: 30, iters: 32836, time: 0.302, data: 0.020) G_GAN: 3.983 G_L1: 3.355 D_real: 0.235 D_fake: 0.052 +(epoch: 30, iters: 32936, time: 0.299, data: 0.019) G_GAN: 4.112 G_L1: 12.248 D_real: 0.039 D_fake: 0.073 +(epoch: 30, iters: 33036, time: 0.304, data: 0.018) G_GAN: 3.325 G_L1: 2.561 D_real: 0.051 D_fake: 0.074 +(epoch: 30, iters: 33136, time: 0.388, data: 0.019) G_GAN: 3.139 G_L1: 2.953 D_real: 0.021 D_fake: 0.105 +(epoch: 30, iters: 33236, time: 0.298, data: 0.019) G_GAN: 3.929 G_L1: 5.193 D_real: 0.091 D_fake: 0.088 +(epoch: 30, iters: 33336, time: 0.298, data: 0.019) G_GAN: 3.416 G_L1: 4.647 D_real: 0.023 D_fake: 0.501 +(epoch: 30, iters: 33436, time: 0.300, data: 0.021) G_GAN: 4.066 G_L1: 3.860 D_real: 0.387 D_fake: 0.060 +(epoch: 30, iters: 33536, time: 0.574, data: 0.019) G_GAN: 6.025 G_L1: 6.851 D_real: 0.003 D_fake: 0.016 +(epoch: 30, iters: 33636, time: 0.308, data: 0.019) G_GAN: 4.649 G_L1: 2.707 D_real: 0.032 D_fake: 0.063 +(epoch: 30, iters: 33736, time: 0.296, data: 0.018) G_GAN: 3.604 G_L1: 3.711 D_real: 0.065 D_fake: 0.245 +(epoch: 30, iters: 33836, time: 0.293, data: 0.017) G_GAN: 4.115 G_L1: 5.777 D_real: 0.022 D_fake: 0.130 +(epoch: 30, iters: 33936, time: 0.396, data: 0.019) G_GAN: 5.017 G_L1: 4.355 D_real: 0.045 D_fake: 0.057 +(epoch: 30, iters: 34036, time: 0.297, data: 0.023) G_GAN: 3.596 G_L1: 5.640 D_real: 0.019 D_fake: 0.070 +(epoch: 30, iters: 34136, time: 0.304, data: 0.019) G_GAN: 5.269 G_L1: 6.967 D_real: 0.001 D_fake: 0.053 +(epoch: 30, iters: 34236, time: 0.302, data: 0.018) G_GAN: 2.847 G_L1: 3.202 D_real: 0.022 D_fake: 0.387 +(epoch: 30, iters: 34336, time: 0.411, data: 0.019) G_GAN: 3.002 G_L1: 4.278 D_real: 0.002 D_fake: 0.204 +(epoch: 30, iters: 34436, time: 0.298, data: 0.020) G_GAN: 1.531 G_L1: 4.285 D_real: 0.020 D_fake: 0.150 +(epoch: 30, iters: 34536, time: 0.295, data: 0.018) G_GAN: 2.774 G_L1: 4.129 D_real: 0.142 D_fake: 0.169 +(epoch: 30, iters: 34636, time: 0.297, data: 0.020) G_GAN: 4.247 G_L1: 5.641 D_real: 0.000 D_fake: 0.373 +(epoch: 30, iters: 34736, time: 0.380, data: 0.017) G_GAN: 5.532 G_L1: 4.783 D_real: 0.027 D_fake: 0.030 +(epoch: 30, iters: 34836, time: 0.305, data: 0.019) G_GAN: 5.510 G_L1: 5.092 D_real: 0.009 D_fake: 0.011 +(epoch: 30, iters: 34936, time: 0.296, data: 0.017) G_GAN: 4.643 G_L1: 3.618 D_real: 0.600 D_fake: 0.102 +(epoch: 30, iters: 35036, time: 0.292, data: 0.017) G_GAN: 6.318 G_L1: 2.585 D_real: 0.023 D_fake: 0.021 +(epoch: 30, iters: 35136, time: 0.392, data: 0.017) G_GAN: 3.872 G_L1: 3.720 D_real: 0.247 D_fake: 0.026 +(epoch: 30, iters: 35236, time: 0.289, data: 0.019) G_GAN: 4.909 G_L1: 3.369 D_real: 0.000 D_fake: 0.201 +(epoch: 30, iters: 35336, time: 0.300, data: 0.017) G_GAN: 3.883 G_L1: 4.625 D_real: 0.314 D_fake: 0.025 +(epoch: 30, iters: 35436, time: 0.298, data: 0.021) G_GAN: 4.398 G_L1: 3.880 D_real: 0.178 D_fake: 0.226 +(epoch: 30, iters: 35536, time: 0.557, data: 0.019) G_GAN: 4.280 G_L1: 4.652 D_real: 0.148 D_fake: 0.063 +(epoch: 30, iters: 35636, time: 0.301, data: 0.019) G_GAN: 5.138 G_L1: 5.208 D_real: 0.027 D_fake: 0.083 +(epoch: 30, iters: 35736, time: 0.299, data: 0.022) G_GAN: 4.130 G_L1: 4.016 D_real: 0.002 D_fake: 0.120 +(epoch: 30, iters: 35836, time: 0.309, data: 0.017) G_GAN: 5.209 G_L1: 6.864 D_real: 0.047 D_fake: 0.026 +(epoch: 30, iters: 35936, time: 0.429, data: 0.022) G_GAN: 4.552 G_L1: 6.555 D_real: 0.542 D_fake: 0.014 +(epoch: 30, iters: 36036, time: 0.306, data: 0.019) G_GAN: 4.910 G_L1: 5.216 D_real: 0.003 D_fake: 0.022 +(epoch: 30, iters: 36136, time: 0.302, data: 0.019) G_GAN: 4.535 G_L1: 3.642 D_real: 0.019 D_fake: 0.279 +(epoch: 30, iters: 36236, time: 0.296, data: 0.018) G_GAN: 3.557 G_L1: 3.375 D_real: 0.322 D_fake: 0.044 +(epoch: 30, iters: 36336, time: 0.384, data: 0.017) G_GAN: 4.164 G_L1: 3.105 D_real: 0.102 D_fake: 0.026 +(epoch: 30, iters: 36436, time: 0.302, data: 0.020) G_GAN: 5.058 G_L1: 6.656 D_real: 0.033 D_fake: 0.012 +(epoch: 30, iters: 36536, time: 0.299, data: 0.018) G_GAN: 5.404 G_L1: 5.407 D_real: 0.051 D_fake: 0.033 +(epoch: 30, iters: 36636, time: 0.298, data: 0.018) G_GAN: 5.382 G_L1: 3.766 D_real: 0.049 D_fake: 0.040 +(epoch: 30, iters: 36736, time: 0.418, data: 0.020) G_GAN: 4.705 G_L1: 8.243 D_real: 0.062 D_fake: 0.057 +(epoch: 30, iters: 36836, time: 0.299, data: 0.020) G_GAN: 3.693 G_L1: 5.185 D_real: 0.020 D_fake: 0.112 +(epoch: 30, iters: 36936, time: 0.293, data: 0.020) G_GAN: 3.905 G_L1: 2.148 D_real: 0.098 D_fake: 0.096 +(epoch: 30, iters: 37036, time: 0.304, data: 0.018) G_GAN: 5.147 G_L1: 4.474 D_real: 0.000 D_fake: 0.181 +(epoch: 30, iters: 37136, time: 0.410, data: 0.021) G_GAN: 6.029 G_L1: 3.509 D_real: 0.099 D_fake: 0.062 +(epoch: 30, iters: 37236, time: 0.305, data: 0.019) G_GAN: 3.784 G_L1: 4.482 D_real: 0.078 D_fake: 0.094 +(epoch: 30, iters: 37336, time: 0.290, data: 0.017) G_GAN: 4.551 G_L1: 5.214 D_real: 0.000 D_fake: 0.314 +(epoch: 30, iters: 37436, time: 0.291, data: 0.015) G_GAN: 4.096 G_L1: 3.702 D_real: 0.007 D_fake: 0.137 +(epoch: 30, iters: 37536, time: 0.575, data: 0.018) G_GAN: 4.269 G_L1: 5.515 D_real: 0.332 D_fake: 0.064 +(epoch: 30, iters: 37636, time: 0.303, data: 0.018) G_GAN: 3.246 G_L1: 4.730 D_real: 0.000 D_fake: 0.064 +(epoch: 30, iters: 37736, time: 0.303, data: 0.018) G_GAN: 4.249 G_L1: 3.661 D_real: 0.175 D_fake: 0.070 +(epoch: 30, iters: 37836, time: 0.301, data: 0.017) G_GAN: 2.967 G_L1: 2.938 D_real: 1.075 D_fake: 0.039 +(epoch: 30, iters: 37936, time: 0.400, data: 0.018) G_GAN: 4.106 G_L1: 4.191 D_real: 0.020 D_fake: 0.148 +(epoch: 30, iters: 38036, time: 0.305, data: 0.017) G_GAN: 3.792 G_L1: 4.837 D_real: 0.011 D_fake: 0.182 +(epoch: 30, iters: 38136, time: 0.305, data: 0.016) G_GAN: 5.850 G_L1: 3.787 D_real: 0.008 D_fake: 0.039 +(epoch: 30, iters: 38236, time: 0.302, data: 0.018) G_GAN: 4.326 G_L1: 3.427 D_real: 0.020 D_fake: 0.107 +(epoch: 30, iters: 38336, time: 0.383, data: 0.017) G_GAN: 4.676 G_L1: 3.091 D_real: 0.007 D_fake: 0.262 +(epoch: 30, iters: 38436, time: 0.300, data: 0.020) G_GAN: 4.582 G_L1: 2.979 D_real: 0.008 D_fake: 0.054 +(epoch: 30, iters: 38536, time: 0.301, data: 0.017) G_GAN: 4.110 G_L1: 3.940 D_real: 0.521 D_fake: 0.126 +(epoch: 30, iters: 38636, time: 0.303, data: 0.019) G_GAN: 3.936 G_L1: 3.515 D_real: 0.106 D_fake: 0.128 +(epoch: 30, iters: 38736, time: 0.381, data: 0.018) G_GAN: 2.763 G_L1: 3.399 D_real: 0.514 D_fake: 0.112 +(epoch: 30, iters: 38836, time: 0.294, data: 0.022) G_GAN: 4.336 G_L1: 2.137 D_real: 0.249 D_fake: 0.048 +(epoch: 30, iters: 38936, time: 0.303, data: 0.017) G_GAN: 4.348 G_L1: 7.728 D_real: 0.296 D_fake: 0.041 +(epoch: 30, iters: 39036, time: 0.292, data: 0.019) G_GAN: 3.648 G_L1: 2.773 D_real: 0.006 D_fake: 0.098 +(epoch: 30, iters: 39136, time: 0.412, data: 0.018) G_GAN: 5.147 G_L1: 4.583 D_real: 0.105 D_fake: 0.046 +(epoch: 30, iters: 39236, time: 0.305, data: 0.019) G_GAN: 3.426 G_L1: 5.307 D_real: 0.192 D_fake: 0.086 +(epoch: 30, iters: 39336, time: 0.298, data: 0.018) G_GAN: 4.757 G_L1: 4.274 D_real: 0.315 D_fake: 0.044 +(epoch: 30, iters: 39436, time: 0.288, data: 0.019) G_GAN: 4.055 G_L1: 6.230 D_real: 0.240 D_fake: 0.141 +(epoch: 30, iters: 39536, time: 0.542, data: 0.017) G_GAN: 4.926 G_L1: 4.596 D_real: 0.048 D_fake: 0.015 +(epoch: 30, iters: 39636, time: 0.291, data: 0.020) G_GAN: 4.268 G_L1: 4.045 D_real: 0.135 D_fake: 0.118 +(epoch: 30, iters: 39736, time: 0.298, data: 0.019) G_GAN: 3.654 G_L1: 3.666 D_real: 0.025 D_fake: 0.141 +(epoch: 30, iters: 39836, time: 0.306, data: 0.018) G_GAN: 4.831 G_L1: 3.748 D_real: 0.060 D_fake: 0.052 +(epoch: 30, iters: 39936, time: 0.422, data: 0.019) G_GAN: 4.758 G_L1: 3.476 D_real: 0.018 D_fake: 0.029 +(epoch: 30, iters: 40036, time: 0.303, data: 0.019) G_GAN: 4.027 G_L1: 3.298 D_real: 0.015 D_fake: 0.062 +(epoch: 30, iters: 40136, time: 0.302, data: 0.019) G_GAN: 4.735 G_L1: 4.578 D_real: 0.110 D_fake: 0.040 +(epoch: 30, iters: 40236, time: 0.303, data: 0.021) G_GAN: 4.469 G_L1: 5.577 D_real: 0.059 D_fake: 0.258 +(epoch: 30, iters: 40336, time: 0.423, data: 0.019) G_GAN: 3.116 G_L1: 3.162 D_real: 0.039 D_fake: 0.361 +(epoch: 30, iters: 40436, time: 0.292, data: 0.019) G_GAN: 1.844 G_L1: 4.249 D_real: 0.420 D_fake: 0.220 +(epoch: 30, iters: 40536, time: 0.298, data: 0.018) G_GAN: 3.964 G_L1: 3.054 D_real: 0.540 D_fake: 0.017 +(epoch: 30, iters: 40636, time: 0.306, data: 0.017) G_GAN: 4.225 G_L1: 2.796 D_real: 0.100 D_fake: 0.088 +(epoch: 30, iters: 40736, time: 0.424, data: 0.019) G_GAN: 2.912 G_L1: 3.833 D_real: 0.006 D_fake: 0.560 +(epoch: 30, iters: 40836, time: 0.292, data: 0.020) G_GAN: 2.988 G_L1: 3.146 D_real: 0.004 D_fake: 0.134 +(epoch: 30, iters: 40936, time: 0.300, data: 0.017) G_GAN: 4.481 G_L1: 3.611 D_real: 0.057 D_fake: 0.057 +(epoch: 30, iters: 41036, time: 0.305, data: 0.019) G_GAN: 4.310 G_L1: 5.255 D_real: 0.146 D_fake: 0.048 +(epoch: 30, iters: 41136, time: 0.420, data: 0.020) G_GAN: 4.229 G_L1: 4.003 D_real: 0.147 D_fake: 0.125 +(epoch: 30, iters: 41236, time: 0.309, data: 0.018) G_GAN: 7.493 G_L1: 9.787 D_real: 0.053 D_fake: 0.238 +(epoch: 30, iters: 41336, time: 0.303, data: 0.020) G_GAN: 4.256 G_L1: 3.852 D_real: 0.000 D_fake: 0.447 +(epoch: 30, iters: 41436, time: 0.299, data: 0.019) G_GAN: 6.145 G_L1: 4.028 D_real: 0.122 D_fake: 0.041 +(epoch: 30, iters: 41536, time: 0.513, data: 0.018) G_GAN: 5.622 G_L1: 7.836 D_real: 0.234 D_fake: 0.041 +(epoch: 30, iters: 41636, time: 0.298, data: 0.019) G_GAN: 4.607 G_L1: 3.978 D_real: 0.344 D_fake: 0.014 +(epoch: 30, iters: 41736, time: 0.304, data: 0.018) G_GAN: 3.483 G_L1: 2.643 D_real: 0.183 D_fake: 0.091 +(epoch: 30, iters: 41836, time: 0.302, data: 0.019) G_GAN: 4.451 G_L1: 6.317 D_real: 0.015 D_fake: 0.068 +(epoch: 30, iters: 41936, time: 0.383, data: 0.019) G_GAN: 3.937 G_L1: 3.478 D_real: 0.060 D_fake: 0.031 +(epoch: 30, iters: 42036, time: 0.304, data: 0.018) G_GAN: 4.908 G_L1: 7.240 D_real: 0.103 D_fake: 0.028 +(epoch: 30, iters: 42136, time: 0.302, data: 0.017) G_GAN: 2.723 G_L1: 3.234 D_real: 0.297 D_fake: 0.329 +(epoch: 30, iters: 42236, time: 0.305, data: 0.018) G_GAN: 5.565 G_L1: 5.958 D_real: 0.014 D_fake: 0.027 +(epoch: 30, iters: 42336, time: 0.417, data: 0.018) G_GAN: 5.164 G_L1: 3.538 D_real: 0.163 D_fake: 0.017 +(epoch: 30, iters: 42436, time: 0.297, data: 0.019) G_GAN: 3.112 G_L1: 4.125 D_real: 0.150 D_fake: 0.202 +(epoch: 30, iters: 42536, time: 0.294, data: 0.018) G_GAN: 4.087 G_L1: 3.305 D_real: 0.050 D_fake: 0.174 +(epoch: 30, iters: 42636, time: 0.293, data: 0.021) G_GAN: 5.340 G_L1: 8.015 D_real: 0.154 D_fake: 0.042 +(epoch: 30, iters: 42736, time: 0.411, data: 0.017) G_GAN: 5.412 G_L1: 7.903 D_real: 0.038 D_fake: 0.053 +(epoch: 30, iters: 42836, time: 0.309, data: 0.022) G_GAN: 7.414 G_L1: 3.490 D_real: 0.000 D_fake: 0.005 +(epoch: 30, iters: 42936, time: 0.304, data: 0.019) G_GAN: 6.183 G_L1: 3.819 D_real: 0.003 D_fake: 0.124 +(epoch: 30, iters: 43036, time: 0.305, data: 0.019) G_GAN: 6.527 G_L1: 8.676 D_real: 0.000 D_fake: 0.009 +(epoch: 30, iters: 43136, time: 0.412, data: 0.019) G_GAN: 5.751 G_L1: 5.713 D_real: 0.033 D_fake: 0.032 +(epoch: 30, iters: 43236, time: 0.291, data: 0.020) G_GAN: 3.315 G_L1: 4.298 D_real: 0.878 D_fake: 0.080 +(epoch: 30, iters: 43336, time: 0.307, data: 0.020) G_GAN: 5.128 G_L1: 9.153 D_real: 0.065 D_fake: 0.015 +(epoch: 30, iters: 43436, time: 0.297, data: 0.019) G_GAN: 5.348 G_L1: 4.358 D_real: 0.009 D_fake: 0.034 +(epoch: 30, iters: 43536, time: 0.558, data: 0.018) G_GAN: 3.080 G_L1: 3.765 D_real: 0.237 D_fake: 0.085 +(epoch: 30, iters: 43636, time: 0.296, data: 0.018) G_GAN: 4.093 G_L1: 3.749 D_real: 0.152 D_fake: 0.037 +(epoch: 30, iters: 43736, time: 0.295, data: 0.019) G_GAN: 4.083 G_L1: 3.671 D_real: 0.422 D_fake: 0.063 +(epoch: 30, iters: 43836, time: 0.297, data: 0.018) G_GAN: 2.920 G_L1: 4.347 D_real: 0.009 D_fake: 0.156 +(epoch: 30, iters: 43936, time: 0.413, data: 0.020) G_GAN: 3.576 G_L1: 3.799 D_real: 0.162 D_fake: 0.063 +(epoch: 30, iters: 44036, time: 0.302, data: 0.018) G_GAN: 5.550 G_L1: 3.866 D_real: 0.538 D_fake: 0.016 +(epoch: 30, iters: 44136, time: 0.295, data: 0.019) G_GAN: 4.758 G_L1: 4.683 D_real: 0.082 D_fake: 0.086 +(epoch: 30, iters: 44236, time: 0.299, data: 0.018) G_GAN: 5.756 G_L1: 5.050 D_real: 0.001 D_fake: 0.013 +(epoch: 30, iters: 44336, time: 0.417, data: 0.019) G_GAN: 6.033 G_L1: 4.006 D_real: 0.002 D_fake: 0.023 +(epoch: 30, iters: 44436, time: 0.303, data: 0.020) G_GAN: 4.000 G_L1: 3.158 D_real: 0.056 D_fake: 0.028 +(epoch: 30, iters: 44536, time: 0.303, data: 0.020) G_GAN: 3.529 G_L1: 5.133 D_real: 0.327 D_fake: 0.027 +(epoch: 30, iters: 44636, time: 0.302, data: 0.020) G_GAN: 4.219 G_L1: 4.105 D_real: 0.042 D_fake: 0.043 +(epoch: 30, iters: 44736, time: 0.418, data: 0.020) G_GAN: 4.716 G_L1: 6.535 D_real: 0.094 D_fake: 0.216 +(epoch: 30, iters: 44836, time: 0.304, data: 0.018) G_GAN: 3.433 G_L1: 2.587 D_real: 0.076 D_fake: 0.124 +(epoch: 30, iters: 44936, time: 0.295, data: 0.018) G_GAN: 4.566 G_L1: 4.249 D_real: 0.013 D_fake: 0.030 +(epoch: 30, iters: 45036, time: 0.305, data: 0.018) G_GAN: 5.088 G_L1: 5.328 D_real: 0.013 D_fake: 0.062 +(epoch: 30, iters: 45136, time: 0.414, data: 0.018) G_GAN: 3.892 G_L1: 4.389 D_real: 0.117 D_fake: 0.103 +(epoch: 30, iters: 45236, time: 0.304, data: 0.020) G_GAN: 4.093 G_L1: 3.542 D_real: 0.006 D_fake: 0.327 +(epoch: 30, iters: 45336, time: 0.299, data: 0.019) G_GAN: 5.573 G_L1: 4.752 D_real: 0.142 D_fake: 0.211 +(epoch: 30, iters: 45436, time: 0.301, data: 0.022) G_GAN: 5.789 G_L1: 2.690 D_real: 0.005 D_fake: 0.093 +(epoch: 30, iters: 45536, time: 0.551, data: 0.018) G_GAN: 5.169 G_L1: 4.501 D_real: 0.083 D_fake: 0.029 +(epoch: 30, iters: 45636, time: 0.299, data: 0.018) G_GAN: 4.457 G_L1: 5.510 D_real: 0.000 D_fake: 0.109 +(epoch: 30, iters: 45736, time: 0.302, data: 0.019) G_GAN: 5.405 G_L1: 8.108 D_real: 0.000 D_fake: 0.530 +(epoch: 30, iters: 45836, time: 0.297, data: 0.024) G_GAN: 3.353 G_L1: 4.577 D_real: 0.173 D_fake: 0.098 +(epoch: 30, iters: 45936, time: 0.418, data: 0.017) G_GAN: 3.689 G_L1: 6.242 D_real: 0.001 D_fake: 0.154 +(epoch: 30, iters: 46036, time: 0.303, data: 0.019) G_GAN: 4.353 G_L1: 4.123 D_real: 0.017 D_fake: 0.609 +(epoch: 30, iters: 46136, time: 0.297, data: 0.018) G_GAN: 2.928 G_L1: 5.913 D_real: 0.122 D_fake: 0.105 +(epoch: 30, iters: 46236, time: 0.292, data: 0.017) G_GAN: 3.470 G_L1: 3.984 D_real: 0.006 D_fake: 0.687 +(epoch: 30, iters: 46336, time: 0.387, data: 0.017) G_GAN: 2.551 G_L1: 5.295 D_real: 0.001 D_fake: 0.027 +(epoch: 30, iters: 46436, time: 0.289, data: 0.019) G_GAN: 1.840 G_L1: 3.943 D_real: 0.008 D_fake: 0.356 +(epoch: 30, iters: 46536, time: 0.303, data: 0.016) G_GAN: 2.362 G_L1: 4.352 D_real: 0.001 D_fake: 0.463 +(epoch: 30, iters: 46636, time: 0.293, data: 0.018) G_GAN: 6.505 G_L1: 4.943 D_real: 0.000 D_fake: 0.010 +(epoch: 30, iters: 46736, time: 0.421, data: 0.018) G_GAN: 7.176 G_L1: 5.462 D_real: 0.000 D_fake: 0.005 +(epoch: 30, iters: 46836, time: 0.305, data: 0.018) G_GAN: 2.454 G_L1: 4.735 D_real: 0.001 D_fake: 0.158 +(epoch: 30, iters: 46936, time: 0.294, data: 0.018) G_GAN: 1.380 G_L1: 5.109 D_real: 0.000 D_fake: 0.122 +(epoch: 30, iters: 47036, time: 0.304, data: 0.017) G_GAN: 2.018 G_L1: 7.049 D_real: 0.007 D_fake: 0.072 +(epoch: 30, iters: 47136, time: 0.417, data: 0.039) G_GAN: 2.149 G_L1: 5.648 D_real: 0.023 D_fake: 0.473 +(epoch: 30, iters: 47236, time: 0.305, data: 0.018) G_GAN: 3.412 G_L1: 4.081 D_real: 0.000 D_fake: 0.126 +(epoch: 30, iters: 47336, time: 0.298, data: 0.018) G_GAN: 2.981 G_L1: 4.351 D_real: 0.000 D_fake: 1.051 +(epoch: 30, iters: 47436, time: 0.301, data: 0.021) G_GAN: 3.235 G_L1: 3.648 D_real: 0.000 D_fake: 0.218 +(epoch: 30, iters: 47536, time: 0.559, data: 0.020) G_GAN: 4.627 G_L1: 3.969 D_real: 0.000 D_fake: 0.043 +(epoch: 30, iters: 47636, time: 0.300, data: 0.020) G_GAN: 2.218 G_L1: 3.511 D_real: 0.001 D_fake: 0.172 +(epoch: 30, iters: 47736, time: 0.282, data: 0.018) G_GAN: 2.478 G_L1: 5.131 D_real: 0.000 D_fake: 0.642 +(epoch: 30, iters: 47836, time: 0.308, data: 0.015) G_GAN: 1.249 G_L1: 3.660 D_real: 0.008 D_fake: 0.164 +(epoch: 30, iters: 47936, time: 0.412, data: 0.019) G_GAN: 2.560 G_L1: 4.944 D_real: 0.000 D_fake: 0.316 +(epoch: 30, iters: 48036, time: 0.301, data: 0.018) G_GAN: 3.582 G_L1: 5.051 D_real: 0.000 D_fake: 0.538 +(epoch: 30, iters: 48136, time: 0.303, data: 0.017) G_GAN: 3.022 G_L1: 3.907 D_real: 0.000 D_fake: 0.242 +(epoch: 30, iters: 48236, time: 0.297, data: 0.022) G_GAN: 4.613 G_L1: 6.541 D_real: 0.001 D_fake: 0.238 +(epoch: 30, iters: 48336, time: 0.428, data: 0.018) G_GAN: 3.419 G_L1: 4.330 D_real: 0.006 D_fake: 0.208 +(epoch: 30, iters: 48436, time: 0.298, data: 0.026) G_GAN: 2.464 G_L1: 4.269 D_real: 0.000 D_fake: 0.174 +(epoch: 30, iters: 48536, time: 0.298, data: 0.016) G_GAN: 2.953 G_L1: 4.875 D_real: 0.000 D_fake: 0.312 +(epoch: 30, iters: 48636, time: 0.293, data: 0.017) G_GAN: 5.170 G_L1: 5.104 D_real: 0.014 D_fake: 0.057 +(epoch: 30, iters: 48736, time: 0.428, data: 0.017) G_GAN: 3.579 G_L1: 5.591 D_real: 0.538 D_fake: 0.119 +(epoch: 30, iters: 48836, time: 0.292, data: 0.018) G_GAN: 3.859 G_L1: 4.457 D_real: 0.044 D_fake: 0.109 +(epoch: 30, iters: 48936, time: 0.300, data: 0.018) G_GAN: 2.188 G_L1: 4.158 D_real: 0.000 D_fake: 0.401 +(epoch: 30, iters: 49036, time: 0.300, data: 0.018) G_GAN: 3.819 G_L1: 5.113 D_real: 0.008 D_fake: 0.741 +(epoch: 30, iters: 49136, time: 0.415, data: 0.021) G_GAN: 4.594 G_L1: 6.176 D_real: 0.129 D_fake: 0.273 +(epoch: 30, iters: 49236, time: 0.294, data: 0.018) G_GAN: 4.022 G_L1: 3.019 D_real: 0.026 D_fake: 0.138 +(epoch: 30, iters: 49336, time: 0.302, data: 0.018) G_GAN: 5.071 G_L1: 4.175 D_real: 0.033 D_fake: 0.029 +(epoch: 30, iters: 49436, time: 0.298, data: 0.019) G_GAN: 2.720 G_L1: 3.921 D_real: 0.222 D_fake: 0.151 +(epoch: 30, iters: 49536, time: 0.575, data: 0.018) G_GAN: 2.645 G_L1: 4.603 D_real: 0.266 D_fake: 0.097 +(epoch: 30, iters: 49636, time: 0.293, data: 0.020) G_GAN: 4.340 G_L1: 4.999 D_real: 0.033 D_fake: 0.123 +(epoch: 30, iters: 49736, time: 0.289, data: 0.017) G_GAN: 4.196 G_L1: 9.256 D_real: 0.004 D_fake: 0.114 +(epoch: 30, iters: 49836, time: 0.290, data: 0.016) G_GAN: 2.854 G_L1: 3.743 D_real: 0.110 D_fake: 0.397 +(epoch: 30, iters: 49936, time: 0.397, data: 0.016) G_GAN: 3.827 G_L1: 4.374 D_real: 0.155 D_fake: 0.105 +(epoch: 30, iters: 50036, time: 0.292, data: 0.017) G_GAN: 4.280 G_L1: 4.667 D_real: 0.046 D_fake: 0.512 +(epoch: 30, iters: 50136, time: 0.295, data: 0.018) G_GAN: 3.265 G_L1: 4.527 D_real: 0.001 D_fake: 0.161 +(epoch: 30, iters: 50236, time: 0.297, data: 0.018) G_GAN: 2.638 G_L1: 3.753 D_real: 0.012 D_fake: 0.133 +(epoch: 30, iters: 50336, time: 0.401, data: 0.016) G_GAN: 2.678 G_L1: 4.578 D_real: 0.000 D_fake: 0.176 +(epoch: 30, iters: 50436, time: 0.290, data: 0.018) G_GAN: 3.053 G_L1: 4.734 D_real: 0.024 D_fake: 0.056 +(epoch: 30, iters: 50536, time: 0.279, data: 0.016) G_GAN: 4.368 G_L1: 6.510 D_real: 0.002 D_fake: 0.037 +(epoch: 30, iters: 50636, time: 0.290, data: 0.015) G_GAN: 2.848 G_L1: 4.301 D_real: 0.113 D_fake: 0.082 +(epoch: 30, iters: 50736, time: 0.405, data: 0.017) G_GAN: 2.779 G_L1: 3.792 D_real: 0.279 D_fake: 0.195 +(epoch: 30, iters: 50836, time: 0.296, data: 0.019) G_GAN: 4.457 G_L1: 4.545 D_real: 0.000 D_fake: 0.866 +(epoch: 30, iters: 50936, time: 0.294, data: 0.018) G_GAN: 4.013 G_L1: 8.797 D_real: 0.006 D_fake: 0.224 +(epoch: 30, iters: 51036, time: 0.290, data: 0.017) G_GAN: 2.508 G_L1: 4.297 D_real: 0.864 D_fake: 0.109 +(epoch: 30, iters: 51136, time: 0.410, data: 0.020) G_GAN: 3.539 G_L1: 4.333 D_real: 0.007 D_fake: 0.134 +(epoch: 30, iters: 51236, time: 0.295, data: 0.018) G_GAN: 3.462 G_L1: 6.139 D_real: 0.141 D_fake: 0.159 +(epoch: 30, iters: 51336, time: 0.295, data: 0.017) G_GAN: 3.330 G_L1: 4.155 D_real: 0.420 D_fake: 0.284 +(epoch: 30, iters: 51436, time: 0.293, data: 0.019) G_GAN: 4.305 G_L1: 3.803 D_real: 0.115 D_fake: 0.035 +(epoch: 30, iters: 51536, time: 0.559, data: 0.017) G_GAN: 4.594 G_L1: 6.827 D_real: 0.442 D_fake: 0.030 +(epoch: 30, iters: 51636, time: 0.284, data: 0.018) G_GAN: 3.838 G_L1: 3.631 D_real: 0.139 D_fake: 0.064 +(epoch: 30, iters: 51736, time: 0.289, data: 0.015) G_GAN: 3.295 G_L1: 4.878 D_real: 0.078 D_fake: 0.124 +(epoch: 30, iters: 51836, time: 0.282, data: 0.016) G_GAN: 3.631 G_L1: 5.753 D_real: 0.123 D_fake: 0.173 +(epoch: 30, iters: 51936, time: 0.416, data: 0.016) G_GAN: 4.179 G_L1: 4.053 D_real: 0.019 D_fake: 0.089 +(epoch: 30, iters: 52036, time: 0.303, data: 0.018) G_GAN: 3.759 G_L1: 6.146 D_real: 0.004 D_fake: 0.067 +(epoch: 30, iters: 52136, time: 0.285, data: 0.017) G_GAN: 2.064 G_L1: 4.036 D_real: 0.484 D_fake: 0.097 +(epoch: 30, iters: 52236, time: 0.296, data: 0.021) G_GAN: 4.176 G_L1: 5.157 D_real: 0.063 D_fake: 0.037 +(epoch: 30, iters: 52336, time: 0.408, data: 0.018) G_GAN: 4.497 G_L1: 4.541 D_real: 0.005 D_fake: 0.470 +(epoch: 30, iters: 52436, time: 0.292, data: 0.018) G_GAN: 5.793 G_L1: 4.671 D_real: 0.000 D_fake: 0.340 +(epoch: 30, iters: 52536, time: 0.285, data: 0.020) G_GAN: 4.860 G_L1: 4.624 D_real: 0.000 D_fake: 0.289 +(epoch: 30, iters: 52636, time: 0.304, data: 0.016) G_GAN: 4.439 G_L1: 4.169 D_real: 0.000 D_fake: 0.326 +(epoch: 30, iters: 52736, time: 0.412, data: 0.022) G_GAN: 4.557 G_L1: 4.833 D_real: 0.045 D_fake: 0.099 +(epoch: 30, iters: 52836, time: 0.284, data: 0.018) G_GAN: 3.994 G_L1: 5.900 D_real: 0.217 D_fake: 0.079 +(epoch: 30, iters: 52936, time: 0.286, data: 0.016) G_GAN: 3.285 G_L1: 2.545 D_real: 0.035 D_fake: 0.093 +(epoch: 30, iters: 53036, time: 0.288, data: 0.018) G_GAN: 3.271 G_L1: 4.512 D_real: 0.001 D_fake: 1.533 +(epoch: 30, iters: 53136, time: 0.419, data: 0.019) G_GAN: 3.347 G_L1: 4.273 D_real: 0.001 D_fake: 0.100 +(epoch: 30, iters: 53236, time: 0.269, data: 0.019) G_GAN: 3.791 G_L1: 4.296 D_real: 0.003 D_fake: 0.056 +(epoch: 30, iters: 53336, time: 0.294, data: 0.015) G_GAN: 2.041 G_L1: 5.595 D_real: 0.000 D_fake: 0.264 +(epoch: 30, iters: 53436, time: 0.283, data: 0.015) G_GAN: 3.704 G_L1: 5.185 D_real: 0.000 D_fake: 0.074 +(epoch: 30, iters: 53536, time: 0.547, data: 0.020) G_GAN: 2.679 G_L1: 7.682 D_real: 0.000 D_fake: 0.142 +(epoch: 30, iters: 53636, time: 0.297, data: 0.018) G_GAN: 2.672 G_L1: 4.029 D_real: 0.000 D_fake: 0.116 +(epoch: 30, iters: 53736, time: 0.294, data: 0.017) G_GAN: 3.362 G_L1: 5.689 D_real: 0.003 D_fake: 0.491 +(epoch: 30, iters: 53836, time: 0.297, data: 0.017) G_GAN: 3.433 G_L1: 4.687 D_real: 0.000 D_fake: 0.180 +(epoch: 30, iters: 53936, time: 0.408, data: 0.022) G_GAN: 3.451 G_L1: 7.418 D_real: 0.000 D_fake: 0.510 +(epoch: 30, iters: 54036, time: 0.279, data: 0.018) G_GAN: 2.549 G_L1: 4.873 D_real: 0.000 D_fake: 0.388 +(epoch: 30, iters: 54136, time: 0.289, data: 0.016) G_GAN: 2.777 G_L1: 4.712 D_real: 0.019 D_fake: 0.279 +(epoch: 30, iters: 54236, time: 0.300, data: 0.016) G_GAN: 4.573 G_L1: 4.866 D_real: 0.003 D_fake: 0.082 +(epoch: 30, iters: 54336, time: 0.403, data: 0.019) G_GAN: 5.348 G_L1: 4.350 D_real: 0.015 D_fake: 0.031 +(epoch: 30, iters: 54436, time: 0.294, data: 0.018) G_GAN: 3.844 G_L1: 4.992 D_real: 0.025 D_fake: 0.438 +(epoch: 30, iters: 54536, time: 0.273, data: 0.015) G_GAN: 3.998 G_L1: 4.706 D_real: 0.000 D_fake: 0.303 +(epoch: 30, iters: 54636, time: 0.298, data: 0.017) G_GAN: 4.922 G_L1: 3.913 D_real: 0.004 D_fake: 0.053 +(epoch: 30, iters: 54736, time: 0.406, data: 0.018) G_GAN: 3.464 G_L1: 5.800 D_real: 0.021 D_fake: 0.211 +(epoch: 30, iters: 54836, time: 0.263, data: 0.018) G_GAN: 2.003 G_L1: 4.253 D_real: 0.000 D_fake: 0.448 +(epoch: 30, iters: 54936, time: 0.303, data: 0.014) G_GAN: 1.181 G_L1: 4.127 D_real: 0.000 D_fake: 0.482 +(epoch: 30, iters: 55036, time: 0.283, data: 0.017) G_GAN: 2.896 G_L1: 5.738 D_real: 0.054 D_fake: 0.932 +(epoch: 30, iters: 55136, time: 0.423, data: 0.014) G_GAN: 3.723 G_L1: 5.845 D_real: 0.005 D_fake: 0.184 +(epoch: 30, iters: 55236, time: 0.302, data: 0.018) G_GAN: 2.470 G_L1: 5.022 D_real: 0.128 D_fake: 0.110 +(epoch: 30, iters: 55336, time: 0.302, data: 0.018) G_GAN: 3.015 G_L1: 3.916 D_real: 0.000 D_fake: 0.675 +(epoch: 30, iters: 55436, time: 0.294, data: 0.018) G_GAN: 2.922 G_L1: 5.223 D_real: 0.000 D_fake: 0.174 +(epoch: 30, iters: 55536, time: 0.551, data: 0.019) G_GAN: 2.971 G_L1: 4.031 D_real: 0.001 D_fake: 0.103 +(epoch: 30, iters: 55636, time: 0.308, data: 0.018) G_GAN: 3.664 G_L1: 6.707 D_real: 0.001 D_fake: 0.138 +(epoch: 30, iters: 55736, time: 0.298, data: 0.018) G_GAN: 2.332 G_L1: 3.265 D_real: 0.003 D_fake: 0.311 +(epoch: 30, iters: 55836, time: 0.300, data: 0.017) G_GAN: 3.145 G_L1: 6.920 D_real: 0.106 D_fake: 0.185 +(epoch: 30, iters: 55936, time: 0.418, data: 0.017) G_GAN: 4.060 G_L1: 5.982 D_real: 0.019 D_fake: 0.052 +(epoch: 30, iters: 56036, time: 0.304, data: 0.018) G_GAN: 2.092 G_L1: 3.743 D_real: 0.000 D_fake: 1.124 +(epoch: 30, iters: 56136, time: 0.285, data: 0.023) G_GAN: 3.204 G_L1: 5.553 D_real: 0.000 D_fake: 0.376 +(epoch: 30, iters: 56236, time: 0.302, data: 0.017) G_GAN: 5.493 G_L1: 4.983 D_real: 0.011 D_fake: 0.141 +(epoch: 30, iters: 56336, time: 0.403, data: 0.018) G_GAN: 1.934 G_L1: 4.376 D_real: 0.300 D_fake: 0.220 +(epoch: 30, iters: 56436, time: 0.300, data: 0.016) G_GAN: 3.046 G_L1: 4.123 D_real: 0.026 D_fake: 0.311 +(epoch: 30, iters: 56536, time: 0.301, data: 0.020) G_GAN: 3.095 G_L1: 4.078 D_real: 0.068 D_fake: 0.179 +(epoch: 30, iters: 56636, time: 0.292, data: 0.019) G_GAN: 4.756 G_L1: 3.822 D_real: 0.129 D_fake: 0.146 +(epoch: 30, iters: 56736, time: 0.416, data: 0.016) G_GAN: 3.141 G_L1: 6.075 D_real: 0.000 D_fake: 0.532 +(epoch: 30, iters: 56836, time: 0.289, data: 0.020) G_GAN: 3.066 G_L1: 4.644 D_real: 0.000 D_fake: 0.139 +(epoch: 30, iters: 56936, time: 0.292, data: 0.023) G_GAN: 2.803 G_L1: 3.707 D_real: 0.000 D_fake: 0.565 +(epoch: 30, iters: 57036, time: 0.293, data: 0.016) G_GAN: 2.640 G_L1: 6.102 D_real: 0.000 D_fake: 0.327 +(epoch: 30, iters: 57136, time: 0.407, data: 0.017) G_GAN: 3.300 G_L1: 4.067 D_real: 0.007 D_fake: 0.266 +(epoch: 30, iters: 57236, time: 0.297, data: 0.017) G_GAN: 3.547 G_L1: 4.244 D_real: 0.001 D_fake: 0.159 +(epoch: 30, iters: 57336, time: 0.284, data: 0.019) G_GAN: 2.089 G_L1: 8.058 D_real: 0.014 D_fake: 0.597 +(epoch: 30, iters: 57436, time: 0.304, data: 0.016) G_GAN: 2.867 G_L1: 4.635 D_real: 0.010 D_fake: 0.247 +(epoch: 30, iters: 57536, time: 0.555, data: 0.018) G_GAN: 3.434 G_L1: 6.908 D_real: 0.019 D_fake: 0.292 +(epoch: 30, iters: 57636, time: 0.304, data: 0.017) G_GAN: 2.719 G_L1: 4.925 D_real: 0.490 D_fake: 0.126 +(epoch: 30, iters: 57736, time: 0.303, data: 0.018) G_GAN: 2.596 G_L1: 2.902 D_real: 0.028 D_fake: 0.184 +(epoch: 30, iters: 57836, time: 0.282, data: 0.019) G_GAN: 1.735 G_L1: 4.323 D_real: 0.041 D_fake: 0.247 +(epoch: 30, iters: 57936, time: 0.424, data: 0.017) G_GAN: 4.486 G_L1: 4.738 D_real: 0.191 D_fake: 0.237 +(epoch: 30, iters: 58036, time: 0.295, data: 0.017) G_GAN: 1.457 G_L1: 3.419 D_real: 0.010 D_fake: 0.392 +(epoch: 30, iters: 58136, time: 0.292, data: 0.017) G_GAN: 3.365 G_L1: 3.658 D_real: 0.062 D_fake: 0.214 +(epoch: 30, iters: 58236, time: 0.290, data: 0.018) G_GAN: 1.893 G_L1: 4.660 D_real: 0.005 D_fake: 0.171 +(epoch: 30, iters: 58336, time: 0.418, data: 0.016) G_GAN: 2.950 G_L1: 3.949 D_real: 0.038 D_fake: 0.149 +(epoch: 30, iters: 58436, time: 0.292, data: 0.018) G_GAN: 3.333 G_L1: 3.598 D_real: 0.101 D_fake: 0.072 +(epoch: 30, iters: 58536, time: 0.293, data: 0.018) G_GAN: 2.870 G_L1: 5.825 D_real: 0.005 D_fake: 0.195 +(epoch: 30, iters: 58636, time: 0.299, data: 0.020) G_GAN: 3.716 G_L1: 4.206 D_real: 0.040 D_fake: 0.290 +(epoch: 30, iters: 58736, time: 0.407, data: 0.024) G_GAN: 3.072 G_L1: 5.562 D_real: 0.005 D_fake: 0.134 +(epoch: 30, iters: 58836, time: 0.305, data: 0.021) G_GAN: 2.083 G_L1: 3.221 D_real: 0.525 D_fake: 0.145 +(epoch: 30, iters: 58936, time: 0.286, data: 0.021) G_GAN: 2.944 G_L1: 3.818 D_real: 0.088 D_fake: 0.359 +(epoch: 30, iters: 59036, time: 0.296, data: 0.017) G_GAN: 2.511 G_L1: 3.846 D_real: 0.398 D_fake: 0.155 +(epoch: 30, iters: 59136, time: 0.395, data: 0.020) G_GAN: 4.031 G_L1: 4.072 D_real: 0.007 D_fake: 0.031 +(epoch: 30, iters: 59236, time: 0.299, data: 0.019) G_GAN: 3.862 G_L1: 5.069 D_real: 0.004 D_fake: 0.045 +(epoch: 30, iters: 59336, time: 0.301, data: 0.017) G_GAN: 2.578 G_L1: 4.108 D_real: 0.017 D_fake: 0.143 +(epoch: 30, iters: 59436, time: 0.286, data: 0.017) G_GAN: 3.064 G_L1: 3.177 D_real: 0.002 D_fake: 0.107 +(epoch: 30, iters: 59536, time: 0.542, data: 0.020) G_GAN: 1.920 G_L1: 4.246 D_real: 0.707 D_fake: 0.337 +(epoch: 30, iters: 59636, time: 0.302, data: 0.018) G_GAN: 3.655 G_L1: 4.632 D_real: 0.008 D_fake: 0.120 +(epoch: 30, iters: 59736, time: 0.295, data: 0.018) G_GAN: 3.112 G_L1: 5.075 D_real: 0.068 D_fake: 0.468 +(epoch: 30, iters: 59836, time: 0.288, data: 0.017) G_GAN: 4.961 G_L1: 6.748 D_real: 0.000 D_fake: 0.045 +(epoch: 30, iters: 59936, time: 0.410, data: 0.016) G_GAN: 1.628 G_L1: 3.812 D_real: 0.055 D_fake: 0.210 +(epoch: 31, iters: 20, time: 0.292, data: 0.019) G_GAN: 3.166 G_L1: 4.565 D_real: 0.000 D_fake: 0.301 +(epoch: 31, iters: 120, time: 0.293, data: 0.018) G_GAN: 1.361 G_L1: 4.149 D_real: 0.002 D_fake: 0.960 +(epoch: 31, iters: 220, time: 0.271, data: 0.017) G_GAN: 4.339 G_L1: 9.634 D_real: 0.153 D_fake: 0.089 +(epoch: 31, iters: 320, time: 0.542, data: 0.017) G_GAN: 3.335 G_L1: 3.955 D_real: 0.001 D_fake: 0.194 +(epoch: 31, iters: 420, time: 0.298, data: 0.018) G_GAN: 6.121 G_L1: 17.431 D_real: 0.150 D_fake: 0.074 +(epoch: 31, iters: 520, time: 0.298, data: 0.018) G_GAN: 3.734 G_L1: 6.142 D_real: 0.001 D_fake: 0.134 +(epoch: 31, iters: 620, time: 0.304, data: 0.019) G_GAN: 4.508 G_L1: 4.826 D_real: 0.012 D_fake: 0.212 +(epoch: 31, iters: 720, time: 0.417, data: 0.019) G_GAN: 4.209 G_L1: 4.544 D_real: 0.071 D_fake: 0.239 +(epoch: 31, iters: 820, time: 0.291, data: 0.019) G_GAN: 4.047 G_L1: 3.616 D_real: 0.078 D_fake: 0.090 +(epoch: 31, iters: 920, time: 0.299, data: 0.017) G_GAN: 2.664 G_L1: 4.700 D_real: 0.010 D_fake: 0.181 +(epoch: 31, iters: 1020, time: 0.294, data: 0.019) G_GAN: 4.372 G_L1: 3.441 D_real: 0.026 D_fake: 0.111 +(epoch: 31, iters: 1120, time: 0.392, data: 0.018) G_GAN: 4.248 G_L1: 5.218 D_real: 0.094 D_fake: 0.057 +(epoch: 31, iters: 1220, time: 0.288, data: 0.019) G_GAN: 2.978 G_L1: 3.528 D_real: 0.032 D_fake: 0.279 +(epoch: 31, iters: 1320, time: 0.282, data: 0.018) G_GAN: 2.410 G_L1: 6.045 D_real: 0.286 D_fake: 0.434 +(epoch: 31, iters: 1420, time: 0.292, data: 0.016) G_GAN: 4.426 G_L1: 9.069 D_real: 0.005 D_fake: 0.179 +(epoch: 31, iters: 1520, time: 0.579, data: 0.018) G_GAN: 4.922 G_L1: 4.397 D_real: 0.000 D_fake: 0.094 +(epoch: 31, iters: 1620, time: 0.297, data: 0.019) G_GAN: 2.795 G_L1: 4.248 D_real: 0.020 D_fake: 0.473 +(epoch: 31, iters: 1720, time: 0.270, data: 0.021) G_GAN: 2.677 G_L1: 3.722 D_real: 0.001 D_fake: 0.101 +(epoch: 31, iters: 1820, time: 0.269, data: 0.015) G_GAN: 4.969 G_L1: 5.535 D_real: 0.502 D_fake: 0.061 +(epoch: 31, iters: 1920, time: 0.412, data: 0.016) G_GAN: 3.338 G_L1: 6.244 D_real: 0.063 D_fake: 0.108 +(epoch: 31, iters: 2020, time: 0.291, data: 0.019) G_GAN: 4.389 G_L1: 7.879 D_real: 0.082 D_fake: 0.102 +(epoch: 31, iters: 2120, time: 0.300, data: 0.018) G_GAN: 1.845 G_L1: 3.427 D_real: 0.547 D_fake: 0.092 +(epoch: 31, iters: 2220, time: 0.291, data: 0.021) G_GAN: 3.856 G_L1: 3.736 D_real: 0.005 D_fake: 0.146 +(epoch: 31, iters: 2320, time: 0.407, data: 0.022) G_GAN: 3.119 G_L1: 4.191 D_real: 0.705 D_fake: 0.057 +(epoch: 31, iters: 2420, time: 0.291, data: 0.024) G_GAN: 4.729 G_L1: 4.350 D_real: 0.070 D_fake: 0.091 +(epoch: 31, iters: 2520, time: 0.280, data: 0.017) G_GAN: 6.502 G_L1: 6.770 D_real: 0.012 D_fake: 0.106 +(epoch: 31, iters: 2620, time: 0.297, data: 0.015) G_GAN: 5.544 G_L1: 5.878 D_real: 0.002 D_fake: 0.028 +(epoch: 31, iters: 2720, time: 0.404, data: 0.018) G_GAN: 3.582 G_L1: 4.986 D_real: 0.009 D_fake: 0.048 +(epoch: 31, iters: 2820, time: 0.294, data: 0.018) G_GAN: 3.971 G_L1: 3.792 D_real: 0.006 D_fake: 0.165 +(epoch: 31, iters: 2920, time: 0.300, data: 0.018) G_GAN: 3.687 G_L1: 3.803 D_real: 0.098 D_fake: 0.114 +(epoch: 31, iters: 3020, time: 0.294, data: 0.017) G_GAN: 5.198 G_L1: 4.342 D_real: 0.097 D_fake: 0.037 +(epoch: 31, iters: 3120, time: 0.374, data: 0.018) G_GAN: 4.748 G_L1: 5.009 D_real: 0.016 D_fake: 0.127 +(epoch: 31, iters: 3220, time: 0.299, data: 0.017) G_GAN: 6.097 G_L1: 4.652 D_real: 0.001 D_fake: 0.012 +(epoch: 31, iters: 3320, time: 0.290, data: 0.018) G_GAN: 4.934 G_L1: 4.018 D_real: 0.045 D_fake: 0.063 +(epoch: 31, iters: 3420, time: 0.286, data: 0.018) G_GAN: 7.373 G_L1: 5.745 D_real: 0.156 D_fake: 0.004 +(epoch: 31, iters: 3520, time: 0.573, data: 0.017) G_GAN: 4.891 G_L1: 3.879 D_real: 0.103 D_fake: 0.460 +(epoch: 31, iters: 3620, time: 0.296, data: 0.019) G_GAN: 6.231 G_L1: 4.865 D_real: 0.022 D_fake: 0.004 +(epoch: 31, iters: 3720, time: 0.293, data: 0.018) G_GAN: 4.248 G_L1: 4.704 D_real: 0.013 D_fake: 0.374 +(epoch: 31, iters: 3820, time: 0.288, data: 0.018) G_GAN: 4.302 G_L1: 6.449 D_real: 1.109 D_fake: 0.010 +(epoch: 31, iters: 3920, time: 0.401, data: 0.022) G_GAN: 5.946 G_L1: 5.613 D_real: 0.040 D_fake: 0.457 +(epoch: 31, iters: 4020, time: 0.299, data: 0.017) G_GAN: 4.318 G_L1: 3.729 D_real: 0.049 D_fake: 0.052 +(epoch: 31, iters: 4120, time: 0.295, data: 0.018) G_GAN: 3.409 G_L1: 4.957 D_real: 0.019 D_fake: 0.216 +(epoch: 31, iters: 4220, time: 0.302, data: 0.019) G_GAN: 3.643 G_L1: 5.633 D_real: 0.002 D_fake: 0.200 +(epoch: 31, iters: 4320, time: 0.414, data: 0.018) G_GAN: 2.484 G_L1: 5.136 D_real: 0.007 D_fake: 0.179 +(epoch: 31, iters: 4420, time: 0.304, data: 0.018) G_GAN: 2.100 G_L1: 3.893 D_real: 0.001 D_fake: 0.408 +(epoch: 31, iters: 4520, time: 0.301, data: 0.018) G_GAN: 2.718 G_L1: 3.753 D_real: 0.000 D_fake: 0.333 +(epoch: 31, iters: 4620, time: 0.298, data: 0.019) G_GAN: 2.232 G_L1: 4.389 D_real: 0.004 D_fake: 0.107 +(epoch: 31, iters: 4720, time: 0.420, data: 0.021) G_GAN: 4.280 G_L1: 5.892 D_real: 0.001 D_fake: 0.089 +(epoch: 31, iters: 4820, time: 0.305, data: 0.020) G_GAN: 3.049 G_L1: 4.938 D_real: 0.001 D_fake: 0.260 +(epoch: 31, iters: 4920, time: 0.298, data: 0.024) G_GAN: 4.035 G_L1: 10.797 D_real: 0.004 D_fake: 0.452 +(epoch: 31, iters: 5020, time: 0.298, data: 0.017) G_GAN: 3.498 G_L1: 5.383 D_real: 0.000 D_fake: 0.188 +(epoch: 31, iters: 5120, time: 0.416, data: 0.017) G_GAN: 2.360 G_L1: 4.663 D_real: 0.027 D_fake: 0.064 +(epoch: 31, iters: 5220, time: 0.290, data: 0.016) G_GAN: 4.638 G_L1: 7.552 D_real: 0.074 D_fake: 0.060 +(epoch: 31, iters: 5320, time: 0.300, data: 0.017) G_GAN: 1.636 G_L1: 3.655 D_real: 0.688 D_fake: 0.088 +(epoch: 31, iters: 5420, time: 0.293, data: 0.017) G_GAN: 2.258 G_L1: 5.717 D_real: 0.330 D_fake: 0.218 +(epoch: 31, iters: 5520, time: 0.558, data: 0.017) G_GAN: 3.812 G_L1: 3.415 D_real: 0.109 D_fake: 0.253 +(epoch: 31, iters: 5620, time: 0.305, data: 0.017) G_GAN: 2.953 G_L1: 3.799 D_real: 0.182 D_fake: 0.185 +(epoch: 31, iters: 5720, time: 0.293, data: 0.017) G_GAN: 4.319 G_L1: 11.071 D_real: 0.053 D_fake: 0.036 +(epoch: 31, iters: 5820, time: 0.301, data: 0.017) G_GAN: 2.452 G_L1: 4.258 D_real: 0.465 D_fake: 0.279 +(epoch: 31, iters: 5920, time: 0.411, data: 0.016) G_GAN: 4.135 G_L1: 4.584 D_real: 0.040 D_fake: 0.266 +(epoch: 31, iters: 6020, time: 0.299, data: 0.016) G_GAN: 2.810 G_L1: 5.244 D_real: 0.000 D_fake: 0.179 +(epoch: 31, iters: 6120, time: 0.301, data: 0.017) G_GAN: 3.430 G_L1: 8.203 D_real: 0.420 D_fake: 0.183 +(epoch: 31, iters: 6220, time: 0.292, data: 0.020) G_GAN: 2.992 G_L1: 4.190 D_real: 0.000 D_fake: 0.383 +(epoch: 31, iters: 6320, time: 0.405, data: 0.017) G_GAN: 3.411 G_L1: 4.103 D_real: 0.001 D_fake: 0.351 +(epoch: 31, iters: 6420, time: 0.304, data: 0.021) G_GAN: 2.738 G_L1: 4.165 D_real: 0.002 D_fake: 0.395 +(epoch: 31, iters: 6520, time: 0.296, data: 0.019) G_GAN: 3.459 G_L1: 5.902 D_real: 0.006 D_fake: 0.075 +(epoch: 31, iters: 6620, time: 0.304, data: 0.018) G_GAN: 2.663 G_L1: 4.352 D_real: 0.001 D_fake: 0.203 +(epoch: 31, iters: 6720, time: 0.426, data: 0.019) G_GAN: 4.600 G_L1: 5.454 D_real: 0.097 D_fake: 0.053 +(epoch: 31, iters: 6820, time: 0.282, data: 0.020) G_GAN: 2.598 G_L1: 3.649 D_real: 0.312 D_fake: 0.216 +(epoch: 31, iters: 6920, time: 0.299, data: 0.016) G_GAN: 3.142 G_L1: 4.421 D_real: 0.005 D_fake: 0.291 +(epoch: 31, iters: 7020, time: 0.300, data: 0.017) G_GAN: 3.150 G_L1: 4.473 D_real: 0.002 D_fake: 0.182 +(epoch: 31, iters: 7120, time: 0.428, data: 0.023) G_GAN: 3.138 G_L1: 6.638 D_real: 0.020 D_fake: 0.198 +(epoch: 31, iters: 7220, time: 0.289, data: 0.020) G_GAN: 2.422 G_L1: 5.035 D_real: 0.005 D_fake: 0.117 +(epoch: 31, iters: 7320, time: 0.303, data: 0.018) G_GAN: 1.847 G_L1: 3.560 D_real: 0.002 D_fake: 0.334 +(epoch: 31, iters: 7420, time: 0.301, data: 0.019) G_GAN: 3.427 G_L1: 4.691 D_real: 0.000 D_fake: 0.128 +(epoch: 31, iters: 7520, time: 0.570, data: 0.017) G_GAN: 3.519 G_L1: 4.183 D_real: 0.006 D_fake: 0.084 +(epoch: 31, iters: 7620, time: 0.291, data: 0.018) G_GAN: 1.975 G_L1: 3.778 D_real: 0.002 D_fake: 0.342 +(epoch: 31, iters: 7720, time: 0.302, data: 0.018) G_GAN: 2.587 G_L1: 7.559 D_real: 0.000 D_fake: 0.355 +(epoch: 31, iters: 7820, time: 0.298, data: 0.017) G_GAN: 1.533 G_L1: 4.236 D_real: 0.000 D_fake: 0.656 +(epoch: 31, iters: 7920, time: 0.421, data: 0.018) G_GAN: 3.249 G_L1: 9.758 D_real: 0.001 D_fake: 0.451 +(epoch: 31, iters: 8020, time: 0.301, data: 0.018) G_GAN: 2.659 G_L1: 4.322 D_real: 0.000 D_fake: 0.313 +(epoch: 31, iters: 8120, time: 0.291, data: 0.019) G_GAN: 3.162 G_L1: 4.454 D_real: 0.007 D_fake: 0.090 +(epoch: 31, iters: 8220, time: 0.307, data: 0.018) G_GAN: 2.197 G_L1: 3.688 D_real: 0.000 D_fake: 0.725 +(epoch: 31, iters: 8320, time: 0.381, data: 0.017) G_GAN: 2.495 G_L1: 4.519 D_real: 0.001 D_fake: 0.321 +(epoch: 31, iters: 8420, time: 0.303, data: 0.023) G_GAN: 2.837 G_L1: 6.011 D_real: 0.000 D_fake: 0.142 +(epoch: 31, iters: 8520, time: 0.306, data: 0.019) G_GAN: 1.957 G_L1: 3.289 D_real: 0.024 D_fake: 0.081 +(epoch: 31, iters: 8620, time: 0.298, data: 0.017) G_GAN: 0.961 G_L1: 3.792 D_real: 0.002 D_fake: 0.290 +(epoch: 31, iters: 8720, time: 0.401, data: 0.018) G_GAN: 1.746 G_L1: 4.988 D_real: 0.005 D_fake: 1.073 +(epoch: 31, iters: 8820, time: 0.292, data: 0.017) G_GAN: 2.465 G_L1: 4.660 D_real: 0.003 D_fake: 0.475 +(epoch: 31, iters: 8920, time: 0.306, data: 0.017) G_GAN: 2.391 G_L1: 4.054 D_real: 0.005 D_fake: 0.358 +(epoch: 31, iters: 9020, time: 0.291, data: 0.022) G_GAN: 2.048 G_L1: 4.176 D_real: 0.004 D_fake: 0.442 +(epoch: 31, iters: 9120, time: 0.414, data: 0.020) G_GAN: 2.357 G_L1: 5.443 D_real: 0.000 D_fake: 0.938 +(epoch: 31, iters: 9220, time: 0.288, data: 0.018) G_GAN: 2.869 G_L1: 4.739 D_real: 0.000 D_fake: 0.209 +(epoch: 31, iters: 9320, time: 0.301, data: 0.016) G_GAN: 2.259 G_L1: 5.644 D_real: 0.042 D_fake: 0.322 +(epoch: 31, iters: 9420, time: 0.305, data: 0.018) G_GAN: 2.119 G_L1: 3.961 D_real: 0.054 D_fake: 0.281 +(epoch: 31, iters: 9520, time: 0.554, data: 0.019) G_GAN: 0.955 G_L1: 3.737 D_real: 0.260 D_fake: 0.335 +(epoch: 31, iters: 9620, time: 0.302, data: 0.021) G_GAN: 2.818 G_L1: 3.244 D_real: 0.050 D_fake: 0.206 +(epoch: 31, iters: 9720, time: 0.304, data: 0.019) G_GAN: 2.891 G_L1: 4.023 D_real: 0.040 D_fake: 0.054 +(epoch: 31, iters: 9820, time: 0.296, data: 0.018) G_GAN: 3.658 G_L1: 4.602 D_real: 0.000 D_fake: 0.079 +(epoch: 31, iters: 9920, time: 0.426, data: 0.018) G_GAN: 2.864 G_L1: 8.196 D_real: 0.001 D_fake: 0.385 +(epoch: 31, iters: 10020, time: 0.293, data: 0.020) G_GAN: 2.085 G_L1: 3.272 D_real: 0.115 D_fake: 0.270 +(epoch: 31, iters: 10120, time: 0.299, data: 0.018) G_GAN: 3.173 G_L1: 3.630 D_real: 0.178 D_fake: 0.075 +(epoch: 31, iters: 10220, time: 0.292, data: 0.018) G_GAN: 3.919 G_L1: 11.572 D_real: 0.008 D_fake: 0.026 +(epoch: 31, iters: 10320, time: 0.388, data: 0.022) G_GAN: 3.909 G_L1: 5.607 D_real: 0.003 D_fake: 0.340 +(epoch: 31, iters: 10420, time: 0.302, data: 0.019) G_GAN: 4.639 G_L1: 4.169 D_real: 0.016 D_fake: 0.312 +(epoch: 31, iters: 10520, time: 0.296, data: 0.018) G_GAN: 3.257 G_L1: 6.281 D_real: 0.006 D_fake: 0.150 +(epoch: 31, iters: 10620, time: 0.310, data: 0.019) G_GAN: 3.645 G_L1: 6.594 D_real: 0.003 D_fake: 0.272 +(epoch: 31, iters: 10720, time: 0.413, data: 0.018) G_GAN: 3.294 G_L1: 4.667 D_real: 0.004 D_fake: 0.244 +(epoch: 31, iters: 10820, time: 0.302, data: 0.018) G_GAN: 5.118 G_L1: 5.920 D_real: 0.005 D_fake: 0.188 +(epoch: 31, iters: 10920, time: 0.305, data: 0.018) G_GAN: 2.537 G_L1: 6.558 D_real: 0.000 D_fake: 0.725 +(epoch: 31, iters: 11020, time: 0.303, data: 0.018) G_GAN: 2.426 G_L1: 7.837 D_real: 0.000 D_fake: 0.486 +(epoch: 31, iters: 11120, time: 0.397, data: 0.018) G_GAN: 4.086 G_L1: 6.088 D_real: 0.000 D_fake: 0.131 +(epoch: 31, iters: 11220, time: 0.299, data: 0.019) G_GAN: 2.157 G_L1: 4.021 D_real: 0.001 D_fake: 0.078 +(epoch: 31, iters: 11320, time: 0.302, data: 0.018) G_GAN: 3.840 G_L1: 4.673 D_real: 0.001 D_fake: 0.082 +(epoch: 31, iters: 11420, time: 0.303, data: 0.019) G_GAN: 3.051 G_L1: 4.262 D_real: 0.016 D_fake: 0.671 +(epoch: 31, iters: 11520, time: 0.551, data: 0.017) G_GAN: 3.536 G_L1: 4.891 D_real: 0.003 D_fake: 0.189 +(epoch: 31, iters: 11620, time: 0.302, data: 0.018) G_GAN: 2.705 G_L1: 6.296 D_real: 0.010 D_fake: 0.506 +(epoch: 31, iters: 11720, time: 0.299, data: 0.019) G_GAN: 4.257 G_L1: 9.865 D_real: 0.030 D_fake: 0.581 +(epoch: 31, iters: 11820, time: 0.295, data: 0.023) G_GAN: 3.008 G_L1: 4.648 D_real: 0.001 D_fake: 0.322 +(epoch: 31, iters: 11920, time: 0.427, data: 0.018) G_GAN: 3.206 G_L1: 5.704 D_real: 0.036 D_fake: 0.437 +(epoch: 31, iters: 12020, time: 0.290, data: 0.020) G_GAN: 2.782 G_L1: 5.451 D_real: 0.004 D_fake: 0.198 +(epoch: 31, iters: 12120, time: 0.302, data: 0.016) G_GAN: 3.031 G_L1: 3.793 D_real: 0.000 D_fake: 0.173 +(epoch: 31, iters: 12220, time: 0.299, data: 0.019) G_GAN: 3.906 G_L1: 3.455 D_real: 0.005 D_fake: 0.236 +(epoch: 31, iters: 12320, time: 0.416, data: 0.019) G_GAN: 2.851 G_L1: 3.424 D_real: 0.075 D_fake: 0.193 +(epoch: 31, iters: 12420, time: 0.301, data: 0.017) G_GAN: 4.383 G_L1: 3.429 D_real: 0.069 D_fake: 0.022 +(epoch: 31, iters: 12520, time: 0.300, data: 0.020) G_GAN: 4.986 G_L1: 5.418 D_real: 0.001 D_fake: 0.060 +(epoch: 31, iters: 12620, time: 0.294, data: 0.018) G_GAN: 3.310 G_L1: 4.678 D_real: 0.003 D_fake: 0.556 +(epoch: 31, iters: 12720, time: 0.424, data: 0.017) G_GAN: 2.869 G_L1: 4.841 D_real: 0.302 D_fake: 0.177 +(epoch: 31, iters: 12820, time: 0.304, data: 0.019) G_GAN: 3.596 G_L1: 7.501 D_real: 0.008 D_fake: 0.130 +(epoch: 31, iters: 12920, time: 0.300, data: 0.019) G_GAN: 3.765 G_L1: 4.863 D_real: 0.000 D_fake: 0.379 +(epoch: 31, iters: 13020, time: 0.307, data: 0.018) G_GAN: 2.994 G_L1: 4.141 D_real: 0.010 D_fake: 0.237 +(epoch: 31, iters: 13120, time: 0.411, data: 0.019) G_GAN: 2.635 G_L1: 3.674 D_real: 0.001 D_fake: 0.198 +(epoch: 31, iters: 13220, time: 0.301, data: 0.017) G_GAN: 3.219 G_L1: 7.252 D_real: 0.084 D_fake: 0.258 +(epoch: 31, iters: 13320, time: 0.308, data: 0.020) G_GAN: 2.129 G_L1: 5.018 D_real: 0.052 D_fake: 0.330 +(epoch: 31, iters: 13420, time: 0.303, data: 0.019) G_GAN: 2.876 G_L1: 3.299 D_real: 0.018 D_fake: 0.298 +(epoch: 31, iters: 13520, time: 0.518, data: 0.018) G_GAN: 4.251 G_L1: 4.382 D_real: 0.161 D_fake: 0.030 +(epoch: 31, iters: 13620, time: 0.280, data: 0.022) G_GAN: 3.667 G_L1: 4.684 D_real: 0.003 D_fake: 0.120 +(epoch: 31, iters: 13720, time: 0.306, data: 0.016) G_GAN: 3.830 G_L1: 3.313 D_real: 0.013 D_fake: 0.253 +(epoch: 31, iters: 13820, time: 0.288, data: 0.019) G_GAN: 6.126 G_L1: 6.156 D_real: 0.000 D_fake: 0.049 +(epoch: 31, iters: 13920, time: 0.397, data: 0.016) G_GAN: 4.111 G_L1: 4.048 D_real: 0.008 D_fake: 0.029 +(epoch: 31, iters: 14020, time: 0.309, data: 0.021) G_GAN: 4.184 G_L1: 6.377 D_real: 0.565 D_fake: 0.199 +(epoch: 31, iters: 14120, time: 0.304, data: 0.017) G_GAN: 3.190 G_L1: 4.428 D_real: 0.062 D_fake: 0.165 +(epoch: 31, iters: 14220, time: 0.303, data: 0.019) G_GAN: 2.665 G_L1: 4.427 D_real: 0.007 D_fake: 0.281 +(epoch: 31, iters: 14320, time: 0.406, data: 0.021) G_GAN: 3.178 G_L1: 4.236 D_real: 0.003 D_fake: 0.122 +(epoch: 31, iters: 14420, time: 0.307, data: 0.021) G_GAN: 4.958 G_L1: 4.312 D_real: 0.005 D_fake: 0.146 +(epoch: 31, iters: 14520, time: 0.278, data: 0.018) G_GAN: 4.680 G_L1: 4.490 D_real: 0.371 D_fake: 0.025 +(epoch: 31, iters: 14620, time: 0.295, data: 0.019) G_GAN: 5.678 G_L1: 6.277 D_real: 0.031 D_fake: 0.114 +(epoch: 31, iters: 14720, time: 0.415, data: 0.017) G_GAN: 4.999 G_L1: 3.994 D_real: 0.128 D_fake: 0.048 +(epoch: 31, iters: 14820, time: 0.304, data: 0.022) G_GAN: 4.933 G_L1: 5.953 D_real: 0.030 D_fake: 0.091 +(epoch: 31, iters: 14920, time: 0.306, data: 0.018) G_GAN: 3.842 G_L1: 5.087 D_real: 0.022 D_fake: 0.056 +(epoch: 31, iters: 15020, time: 0.303, data: 0.019) G_GAN: 4.493 G_L1: 3.578 D_real: 0.024 D_fake: 0.031 +(epoch: 31, iters: 15120, time: 0.391, data: 0.019) G_GAN: 2.866 G_L1: 2.791 D_real: 0.031 D_fake: 0.099 +(epoch: 31, iters: 15220, time: 0.290, data: 0.018) G_GAN: 4.367 G_L1: 4.802 D_real: 0.004 D_fake: 0.253 +(epoch: 31, iters: 15320, time: 0.295, data: 0.019) G_GAN: 4.895 G_L1: 4.258 D_real: 0.520 D_fake: 0.079 +(epoch: 31, iters: 15420, time: 0.292, data: 0.018) G_GAN: 3.453 G_L1: 6.498 D_real: 1.115 D_fake: 0.021 +(epoch: 31, iters: 15520, time: 0.567, data: 0.018) G_GAN: 5.969 G_L1: 4.074 D_real: 0.013 D_fake: 0.115 +(epoch: 31, iters: 15620, time: 0.279, data: 0.022) G_GAN: 6.063 G_L1: 5.805 D_real: 0.080 D_fake: 0.011 +(epoch: 31, iters: 15720, time: 0.306, data: 0.015) G_GAN: 3.719 G_L1: 2.774 D_real: 0.389 D_fake: 0.178 +(epoch: 31, iters: 15820, time: 0.305, data: 0.019) G_GAN: 4.852 G_L1: 2.167 D_real: 0.005 D_fake: 0.042 +(epoch: 31, iters: 15920, time: 0.420, data: 0.018) G_GAN: 5.616 G_L1: 4.672 D_real: 0.030 D_fake: 0.039 +(epoch: 31, iters: 16020, time: 0.297, data: 0.020) G_GAN: 6.465 G_L1: 6.704 D_real: 0.161 D_fake: 0.080 +(epoch: 31, iters: 16120, time: 0.295, data: 0.022) G_GAN: 4.704 G_L1: 4.798 D_real: 0.238 D_fake: 0.018 +(epoch: 31, iters: 16220, time: 0.296, data: 0.017) G_GAN: 3.352 G_L1: 4.377 D_real: 0.019 D_fake: 0.165 +(epoch: 31, iters: 16320, time: 0.414, data: 0.018) G_GAN: 3.059 G_L1: 4.798 D_real: 0.092 D_fake: 0.179 +(epoch: 31, iters: 16420, time: 0.294, data: 0.020) G_GAN: 4.658 G_L1: 6.113 D_real: 0.000 D_fake: 0.046 +(epoch: 31, iters: 16520, time: 0.303, data: 0.017) G_GAN: 4.943 G_L1: 4.242 D_real: 0.000 D_fake: 0.024 +(epoch: 31, iters: 16620, time: 0.303, data: 0.020) G_GAN: 2.547 G_L1: 8.242 D_real: 0.026 D_fake: 0.106 +(epoch: 31, iters: 16720, time: 0.425, data: 0.018) G_GAN: 1.265 G_L1: 4.303 D_real: 1.911 D_fake: 0.040 +(epoch: 31, iters: 16820, time: 0.306, data: 0.020) G_GAN: 2.519 G_L1: 4.120 D_real: 0.028 D_fake: 0.233 +(epoch: 31, iters: 16920, time: 0.303, data: 0.018) G_GAN: 4.082 G_L1: 4.334 D_real: 0.015 D_fake: 0.070 +(epoch: 31, iters: 17020, time: 0.301, data: 0.020) G_GAN: 3.654 G_L1: 3.999 D_real: 0.005 D_fake: 0.065 +(epoch: 31, iters: 17120, time: 0.383, data: 0.018) G_GAN: 2.952 G_L1: 5.453 D_real: 0.010 D_fake: 0.591 +(epoch: 31, iters: 17220, time: 0.294, data: 0.018) G_GAN: 3.047 G_L1: 4.778 D_real: 0.060 D_fake: 0.089 +(epoch: 31, iters: 17320, time: 0.305, data: 0.018) G_GAN: 2.563 G_L1: 5.188 D_real: 0.000 D_fake: 0.178 +(epoch: 31, iters: 17420, time: 0.298, data: 0.020) G_GAN: 2.831 G_L1: 8.194 D_real: 0.002 D_fake: 0.140 +(epoch: 31, iters: 17520, time: 0.580, data: 0.019) G_GAN: 3.458 G_L1: 4.739 D_real: 0.001 D_fake: 0.272 +(epoch: 31, iters: 17620, time: 0.305, data: 0.021) G_GAN: 6.400 G_L1: 3.916 D_real: 0.000 D_fake: 0.011 +(epoch: 31, iters: 17720, time: 0.304, data: 0.019) G_GAN: 2.533 G_L1: 5.196 D_real: 0.058 D_fake: 0.019 +(epoch: 31, iters: 17820, time: 0.295, data: 0.019) G_GAN: 3.315 G_L1: 4.735 D_real: 0.002 D_fake: 0.059 +(epoch: 31, iters: 17920, time: 0.411, data: 0.018) G_GAN: 3.207 G_L1: 6.771 D_real: 0.003 D_fake: 0.079 +(epoch: 31, iters: 18020, time: 0.308, data: 0.019) G_GAN: 2.402 G_L1: 5.948 D_real: 0.000 D_fake: 0.248 +(epoch: 31, iters: 18120, time: 0.294, data: 0.019) G_GAN: 4.863 G_L1: 4.837 D_real: 0.080 D_fake: 0.229 +(epoch: 31, iters: 18220, time: 0.305, data: 0.017) G_GAN: 3.419 G_L1: 4.584 D_real: 0.002 D_fake: 0.297 +(epoch: 31, iters: 18320, time: 0.395, data: 0.020) G_GAN: 3.871 G_L1: 4.536 D_real: 0.001 D_fake: 0.094 +(epoch: 31, iters: 18420, time: 0.306, data: 0.019) G_GAN: 3.245 G_L1: 5.901 D_real: 0.008 D_fake: 0.736 +(epoch: 31, iters: 18520, time: 0.298, data: 0.020) G_GAN: 3.502 G_L1: 6.417 D_real: 0.012 D_fake: 0.299 +(epoch: 31, iters: 18620, time: 0.301, data: 0.019) G_GAN: 2.998 G_L1: 5.025 D_real: 0.001 D_fake: 0.190 +(epoch: 31, iters: 18720, time: 0.416, data: 0.018) G_GAN: 2.445 G_L1: 3.998 D_real: 0.007 D_fake: 0.344 +(epoch: 31, iters: 18820, time: 0.303, data: 0.019) G_GAN: 3.674 G_L1: 4.395 D_real: 0.000 D_fake: 0.095 +(epoch: 31, iters: 18920, time: 0.306, data: 0.019) G_GAN: 4.210 G_L1: 6.947 D_real: 0.071 D_fake: 0.135 +(epoch: 31, iters: 19020, time: 0.306, data: 0.019) G_GAN: 2.653 G_L1: 4.796 D_real: 0.001 D_fake: 0.402 +(epoch: 31, iters: 19120, time: 0.411, data: 0.023) G_GAN: 5.082 G_L1: 6.701 D_real: 0.139 D_fake: 0.045 +(epoch: 31, iters: 19220, time: 0.300, data: 0.018) G_GAN: 3.524 G_L1: 4.289 D_real: 0.022 D_fake: 0.421 +(epoch: 31, iters: 19320, time: 0.297, data: 0.018) G_GAN: 4.756 G_L1: 3.946 D_real: 0.081 D_fake: 0.035 +(epoch: 31, iters: 19420, time: 0.297, data: 0.019) G_GAN: 3.618 G_L1: 4.004 D_real: 0.165 D_fake: 0.035 +(epoch: 31, iters: 19520, time: 0.589, data: 0.017) G_GAN: 6.241 G_L1: 6.792 D_real: 0.016 D_fake: 0.067 +(epoch: 31, iters: 19620, time: 0.304, data: 0.019) G_GAN: 3.637 G_L1: 4.494 D_real: 0.000 D_fake: 0.085 +(epoch: 31, iters: 19720, time: 0.304, data: 0.018) G_GAN: 2.976 G_L1: 4.308 D_real: 0.130 D_fake: 0.243 +(epoch: 31, iters: 19820, time: 0.289, data: 0.017) G_GAN: 5.003 G_L1: 10.318 D_real: 0.532 D_fake: 0.035 +(epoch: 31, iters: 19920, time: 0.424, data: 0.016) G_GAN: 3.606 G_L1: 4.475 D_real: 0.001 D_fake: 0.149 +(epoch: 31, iters: 20020, time: 0.304, data: 0.018) G_GAN: 3.324 G_L1: 4.945 D_real: 0.002 D_fake: 0.127 +(epoch: 31, iters: 20120, time: 0.300, data: 0.017) G_GAN: 3.368 G_L1: 4.745 D_real: 0.001 D_fake: 0.318 +(epoch: 31, iters: 20220, time: 0.300, data: 0.020) G_GAN: 3.789 G_L1: 4.035 D_real: 0.002 D_fake: 0.302 +(epoch: 31, iters: 20320, time: 0.384, data: 0.018) G_GAN: 3.338 G_L1: 4.812 D_real: 0.000 D_fake: 0.345 +(epoch: 31, iters: 20420, time: 0.301, data: 0.017) G_GAN: 3.688 G_L1: 7.119 D_real: 0.004 D_fake: 0.298 +(epoch: 31, iters: 20520, time: 0.290, data: 0.017) G_GAN: 4.648 G_L1: 4.166 D_real: 0.001 D_fake: 0.059 +(epoch: 31, iters: 20620, time: 0.291, data: 0.016) G_GAN: 4.609 G_L1: 3.602 D_real: 0.530 D_fake: 0.020 +(epoch: 31, iters: 20720, time: 0.413, data: 0.017) G_GAN: 4.105 G_L1: 4.214 D_real: 0.038 D_fake: 0.199 +(epoch: 31, iters: 20820, time: 0.293, data: 0.019) G_GAN: 3.367 G_L1: 6.986 D_real: 0.001 D_fake: 0.122 +(epoch: 31, iters: 20920, time: 0.298, data: 0.022) G_GAN: 3.282 G_L1: 4.314 D_real: 0.002 D_fake: 0.536 +(epoch: 31, iters: 21020, time: 0.303, data: 0.019) G_GAN: 2.376 G_L1: 4.572 D_real: 0.004 D_fake: 0.417 +(epoch: 31, iters: 21120, time: 0.415, data: 0.018) G_GAN: 4.977 G_L1: 5.467 D_real: 0.063 D_fake: 0.024 +(epoch: 31, iters: 21220, time: 0.297, data: 0.021) G_GAN: 3.610 G_L1: 5.760 D_real: 0.001 D_fake: 0.141 +(epoch: 31, iters: 21320, time: 0.299, data: 0.018) G_GAN: 3.501 G_L1: 7.123 D_real: 0.001 D_fake: 0.146 +(epoch: 31, iters: 21420, time: 0.290, data: 0.018) G_GAN: 1.868 G_L1: 3.209 D_real: 0.001 D_fake: 0.374 +(epoch: 31, iters: 21520, time: 0.559, data: 0.017) G_GAN: 2.178 G_L1: 4.718 D_real: 0.030 D_fake: 0.059 +(epoch: 31, iters: 21620, time: 0.302, data: 0.017) G_GAN: 4.256 G_L1: 4.282 D_real: 0.000 D_fake: 0.066 +(epoch: 31, iters: 21720, time: 0.305, data: 0.017) G_GAN: 4.803 G_L1: 5.413 D_real: 0.000 D_fake: 0.991 +(epoch: 31, iters: 21820, time: 0.301, data: 0.017) G_GAN: 3.925 G_L1: 6.137 D_real: 0.001 D_fake: 0.074 +(epoch: 31, iters: 21920, time: 0.387, data: 0.019) G_GAN: 4.663 G_L1: 2.299 D_real: 0.087 D_fake: 0.273 +(epoch: 31, iters: 22020, time: 0.296, data: 0.022) G_GAN: 4.638 G_L1: 7.821 D_real: 0.007 D_fake: 0.130 +(epoch: 31, iters: 22120, time: 0.294, data: 0.017) G_GAN: 2.024 G_L1: 4.343 D_real: 0.017 D_fake: 0.466 +(epoch: 31, iters: 22220, time: 0.306, data: 0.016) G_GAN: 4.515 G_L1: 7.032 D_real: 0.000 D_fake: 0.213 +(epoch: 31, iters: 22320, time: 0.419, data: 0.018) G_GAN: 3.299 G_L1: 5.061 D_real: 0.000 D_fake: 0.441 +(epoch: 31, iters: 22420, time: 0.303, data: 0.018) G_GAN: 4.167 G_L1: 5.303 D_real: 0.000 D_fake: 0.154 +(epoch: 31, iters: 22520, time: 0.303, data: 0.018) G_GAN: 3.302 G_L1: 3.498 D_real: 0.001 D_fake: 0.359 +(epoch: 31, iters: 22620, time: 0.299, data: 0.018) G_GAN: 4.068 G_L1: 5.785 D_real: 0.010 D_fake: 0.236 +(epoch: 31, iters: 22720, time: 0.404, data: 0.021) G_GAN: 3.783 G_L1: 10.186 D_real: 0.129 D_fake: 0.040 +(epoch: 31, iters: 22820, time: 0.295, data: 0.018) G_GAN: 4.475 G_L1: 7.983 D_real: 0.000 D_fake: 0.192 +(epoch: 31, iters: 22920, time: 0.301, data: 0.017) G_GAN: 2.891 G_L1: 3.780 D_real: 0.004 D_fake: 0.514 +(epoch: 31, iters: 23020, time: 0.297, data: 0.018) G_GAN: 3.928 G_L1: 4.841 D_real: 0.019 D_fake: 0.171 +(epoch: 31, iters: 23120, time: 0.363, data: 0.019) G_GAN: 5.415 G_L1: 2.959 D_real: 0.009 D_fake: 0.317 +(epoch: 31, iters: 23220, time: 0.291, data: 0.020) G_GAN: 3.755 G_L1: 6.890 D_real: 0.053 D_fake: 0.766 +(epoch: 31, iters: 23320, time: 0.299, data: 0.016) G_GAN: 3.043 G_L1: 9.107 D_real: 0.001 D_fake: 0.445 +(epoch: 31, iters: 23420, time: 0.289, data: 0.020) G_GAN: 4.875 G_L1: 4.786 D_real: 0.015 D_fake: 0.184 +(epoch: 31, iters: 23520, time: 0.540, data: 0.019) G_GAN: 7.487 G_L1: 5.014 D_real: 0.019 D_fake: 0.009 +(epoch: 31, iters: 23620, time: 0.296, data: 0.019) G_GAN: 2.898 G_L1: 7.342 D_real: 0.003 D_fake: 0.602 +(epoch: 31, iters: 23720, time: 0.295, data: 0.019) G_GAN: 4.051 G_L1: 5.161 D_real: 0.002 D_fake: 0.055 +(epoch: 31, iters: 23820, time: 0.298, data: 0.019) G_GAN: 2.632 G_L1: 4.023 D_real: 0.008 D_fake: 0.246 +(epoch: 31, iters: 23920, time: 0.385, data: 0.018) G_GAN: 2.370 G_L1: 3.705 D_real: 0.003 D_fake: 0.207 +(epoch: 31, iters: 24020, time: 0.302, data: 0.022) G_GAN: 2.778 G_L1: 4.425 D_real: 0.000 D_fake: 0.253 +(epoch: 31, iters: 24120, time: 0.299, data: 0.016) G_GAN: 5.082 G_L1: 6.837 D_real: 0.000 D_fake: 0.392 +(epoch: 31, iters: 24220, time: 0.301, data: 0.018) G_GAN: 2.506 G_L1: 4.753 D_real: 0.001 D_fake: 0.215 +(epoch: 31, iters: 24320, time: 0.404, data: 0.017) G_GAN: 2.534 G_L1: 4.269 D_real: 0.001 D_fake: 0.883 +(epoch: 31, iters: 24420, time: 0.302, data: 0.022) G_GAN: 3.178 G_L1: 6.531 D_real: 0.000 D_fake: 0.391 +(epoch: 31, iters: 24520, time: 0.303, data: 0.017) G_GAN: 2.487 G_L1: 4.717 D_real: 0.003 D_fake: 0.069 +(epoch: 31, iters: 24620, time: 0.301, data: 0.019) G_GAN: 3.502 G_L1: 4.406 D_real: 0.003 D_fake: 0.112 +(epoch: 31, iters: 24720, time: 0.416, data: 0.019) G_GAN: 4.133 G_L1: 3.966 D_real: 0.009 D_fake: 0.031 +(epoch: 31, iters: 24820, time: 0.303, data: 0.019) G_GAN: 3.029 G_L1: 5.154 D_real: 0.001 D_fake: 0.138 +(epoch: 31, iters: 24920, time: 0.298, data: 0.018) G_GAN: 1.638 G_L1: 4.001 D_real: 0.043 D_fake: 0.173 +(epoch: 31, iters: 25020, time: 0.300, data: 0.017) G_GAN: 3.948 G_L1: 6.189 D_real: 0.000 D_fake: 0.082 +(epoch: 31, iters: 25120, time: 0.402, data: 0.022) G_GAN: 2.497 G_L1: 4.117 D_real: 0.850 D_fake: 0.029 +(epoch: 31, iters: 25220, time: 0.295, data: 0.018) G_GAN: 2.829 G_L1: 5.041 D_real: 0.016 D_fake: 0.315 +(epoch: 31, iters: 25320, time: 0.303, data: 0.017) G_GAN: 3.993 G_L1: 5.683 D_real: 0.020 D_fake: 0.085 +(epoch: 31, iters: 25420, time: 0.289, data: 0.018) G_GAN: 3.415 G_L1: 3.309 D_real: 0.056 D_fake: 0.222 +(epoch: 31, iters: 25520, time: 0.565, data: 0.017) G_GAN: 4.476 G_L1: 9.872 D_real: 0.002 D_fake: 0.061 +(epoch: 31, iters: 25620, time: 0.294, data: 0.018) G_GAN: 3.494 G_L1: 3.018 D_real: 0.143 D_fake: 0.217 +(epoch: 31, iters: 25720, time: 0.302, data: 0.017) G_GAN: 3.406 G_L1: 5.737 D_real: 0.036 D_fake: 0.154 +(epoch: 31, iters: 25820, time: 0.293, data: 0.018) G_GAN: 4.843 G_L1: 3.245 D_real: 0.001 D_fake: 0.058 +(epoch: 31, iters: 25920, time: 0.401, data: 0.017) G_GAN: 5.153 G_L1: 7.490 D_real: 0.048 D_fake: 0.028 +(epoch: 31, iters: 26020, time: 0.306, data: 0.019) G_GAN: 4.413 G_L1: 4.727 D_real: 0.171 D_fake: 0.032 +(epoch: 31, iters: 26120, time: 0.297, data: 0.018) G_GAN: 5.686 G_L1: 4.320 D_real: 0.026 D_fake: 0.032 +(epoch: 31, iters: 26220, time: 0.304, data: 0.018) G_GAN: 7.029 G_L1: 4.356 D_real: 0.051 D_fake: 0.008 +(epoch: 31, iters: 26320, time: 0.431, data: 0.018) G_GAN: 3.381 G_L1: 6.511 D_real: 0.489 D_fake: 0.107 +(epoch: 31, iters: 26420, time: 0.304, data: 0.022) G_GAN: 4.357 G_L1: 4.498 D_real: 0.315 D_fake: 0.015 +(epoch: 31, iters: 26520, time: 0.296, data: 0.022) G_GAN: 4.314 G_L1: 5.057 D_real: 0.002 D_fake: 0.317 +(epoch: 31, iters: 26620, time: 0.289, data: 0.018) G_GAN: 3.341 G_L1: 3.874 D_real: 0.519 D_fake: 0.046 +(epoch: 31, iters: 26720, time: 0.411, data: 0.017) G_GAN: 3.324 G_L1: 3.466 D_real: 0.213 D_fake: 0.096 +(epoch: 31, iters: 26820, time: 0.297, data: 0.019) G_GAN: 3.114 G_L1: 3.714 D_real: 0.048 D_fake: 0.086 +(epoch: 31, iters: 26920, time: 0.304, data: 0.017) G_GAN: 4.115 G_L1: 3.975 D_real: 0.082 D_fake: 0.112 +(epoch: 31, iters: 27020, time: 0.296, data: 0.018) G_GAN: 3.079 G_L1: 7.381 D_real: 0.021 D_fake: 0.159 +(epoch: 31, iters: 27120, time: 0.399, data: 0.017) G_GAN: 4.008 G_L1: 4.187 D_real: 0.000 D_fake: 0.076 +(epoch: 31, iters: 27220, time: 0.289, data: 0.019) G_GAN: 3.803 G_L1: 4.305 D_real: 0.003 D_fake: 0.452 +(epoch: 31, iters: 27320, time: 0.296, data: 0.016) G_GAN: 11.380 G_L1: 5.899 D_real: 0.001 D_fake: 0.000 +(epoch: 31, iters: 27420, time: 0.301, data: 0.018) G_GAN: 3.360 G_L1: 3.305 D_real: 0.002 D_fake: 0.171 +(epoch: 31, iters: 27520, time: 0.560, data: 0.018) G_GAN: 3.328 G_L1: 4.608 D_real: 0.104 D_fake: 0.170 +(epoch: 31, iters: 27620, time: 0.303, data: 0.019) G_GAN: 6.807 G_L1: 3.576 D_real: 0.010 D_fake: 0.021 +(epoch: 31, iters: 27720, time: 0.292, data: 0.019) G_GAN: 5.081 G_L1: 6.439 D_real: 0.002 D_fake: 0.041 +(epoch: 31, iters: 27820, time: 0.301, data: 0.017) G_GAN: 4.924 G_L1: 6.247 D_real: 0.008 D_fake: 0.055 +(epoch: 31, iters: 27920, time: 0.421, data: 0.018) G_GAN: 4.282 G_L1: 5.702 D_real: 0.135 D_fake: 0.045 +(epoch: 31, iters: 28020, time: 0.303, data: 0.020) G_GAN: 4.428 G_L1: 7.031 D_real: 0.001 D_fake: 0.067 +(epoch: 31, iters: 28120, time: 0.302, data: 0.025) G_GAN: 5.609 G_L1: 5.702 D_real: 0.014 D_fake: 0.307 +(epoch: 31, iters: 28220, time: 0.294, data: 0.019) G_GAN: 3.976 G_L1: 5.393 D_real: 0.026 D_fake: 0.099 +(epoch: 31, iters: 28320, time: 0.420, data: 0.024) G_GAN: 5.451 G_L1: 5.127 D_real: 0.042 D_fake: 0.013 +(epoch: 31, iters: 28420, time: 0.306, data: 0.019) G_GAN: 5.253 G_L1: 4.472 D_real: 0.320 D_fake: 0.008 +(epoch: 31, iters: 28520, time: 0.300, data: 0.019) G_GAN: 6.760 G_L1: 9.148 D_real: 0.010 D_fake: 0.097 +(epoch: 31, iters: 28620, time: 0.303, data: 0.016) G_GAN: 2.763 G_L1: 3.596 D_real: 0.007 D_fake: 0.196 +(epoch: 31, iters: 28720, time: 0.412, data: 0.020) G_GAN: 4.520 G_L1: 3.846 D_real: 0.064 D_fake: 0.108 +(epoch: 31, iters: 28820, time: 0.298, data: 0.024) G_GAN: 6.613 G_L1: 3.692 D_real: 0.029 D_fake: 0.026 +(epoch: 31, iters: 28920, time: 0.303, data: 0.018) G_GAN: 5.497 G_L1: 5.302 D_real: 0.078 D_fake: 0.039 +(epoch: 31, iters: 29020, time: 0.303, data: 0.019) G_GAN: 3.894 G_L1: 6.391 D_real: 0.001 D_fake: 0.134 +(epoch: 31, iters: 29120, time: 0.388, data: 0.018) G_GAN: 4.357 G_L1: 4.814 D_real: 0.003 D_fake: 0.042 +(epoch: 31, iters: 29220, time: 0.302, data: 0.019) G_GAN: 3.911 G_L1: 3.194 D_real: 0.001 D_fake: 0.069 +(epoch: 31, iters: 29320, time: 0.297, data: 0.019) G_GAN: 4.301 G_L1: 4.221 D_real: 0.116 D_fake: 0.096 +(epoch: 31, iters: 29420, time: 0.305, data: 0.019) G_GAN: 3.456 G_L1: 3.212 D_real: 0.043 D_fake: 0.113 +(epoch: 31, iters: 29520, time: 0.548, data: 0.020) G_GAN: 4.717 G_L1: 4.698 D_real: 0.000 D_fake: 0.107 +(epoch: 31, iters: 29620, time: 0.297, data: 0.019) G_GAN: 4.602 G_L1: 5.021 D_real: 0.202 D_fake: 0.023 +(epoch: 31, iters: 29720, time: 0.299, data: 0.018) G_GAN: 4.618 G_L1: 3.747 D_real: 0.202 D_fake: 0.263 +(epoch: 31, iters: 29820, time: 0.310, data: 0.022) G_GAN: 5.090 G_L1: 4.388 D_real: 0.298 D_fake: 0.030 +(epoch: 31, iters: 29920, time: 0.410, data: 0.019) G_GAN: 4.453 G_L1: 2.659 D_real: 0.051 D_fake: 0.096 +(epoch: 31, iters: 30020, time: 0.303, data: 0.019) G_GAN: 5.764 G_L1: 4.624 D_real: 0.012 D_fake: 0.031 +(epoch: 31, iters: 30120, time: 0.302, data: 0.018) G_GAN: 4.217 G_L1: 7.226 D_real: 0.005 D_fake: 0.138 +(epoch: 31, iters: 30220, time: 0.303, data: 0.019) G_GAN: 4.180 G_L1: 7.453 D_real: 0.455 D_fake: 0.016 +(epoch: 31, iters: 30320, time: 0.393, data: 0.018) G_GAN: 5.207 G_L1: 4.111 D_real: 0.044 D_fake: 0.013 +(epoch: 31, iters: 30420, time: 0.281, data: 0.019) G_GAN: 7.151 G_L1: 8.011 D_real: 0.149 D_fake: 0.011 +(epoch: 31, iters: 30520, time: 0.297, data: 0.017) G_GAN: 5.969 G_L1: 3.605 D_real: 0.031 D_fake: 0.019 +(epoch: 31, iters: 30620, time: 0.303, data: 0.018) G_GAN: 4.376 G_L1: 3.840 D_real: 0.039 D_fake: 0.104 +(epoch: 31, iters: 30720, time: 0.417, data: 0.018) G_GAN: 4.867 G_L1: 6.788 D_real: 0.000 D_fake: 0.114 +(epoch: 31, iters: 30820, time: 0.302, data: 0.019) G_GAN: 5.056 G_L1: 8.322 D_real: 0.000 D_fake: 0.040 +(epoch: 31, iters: 30920, time: 0.287, data: 0.018) G_GAN: 6.135 G_L1: 5.157 D_real: 0.004 D_fake: 0.030 +(epoch: 31, iters: 31020, time: 0.304, data: 0.016) G_GAN: 7.220 G_L1: 6.564 D_real: 0.126 D_fake: 0.222 +(epoch: 31, iters: 31120, time: 0.391, data: 0.019) G_GAN: 6.387 G_L1: 2.892 D_real: 0.156 D_fake: 0.053 +(epoch: 31, iters: 31220, time: 0.301, data: 0.019) G_GAN: 3.448 G_L1: 3.041 D_real: 0.132 D_fake: 0.045 +(epoch: 31, iters: 31320, time: 0.297, data: 0.019) G_GAN: 3.692 G_L1: 3.642 D_real: 0.007 D_fake: 0.452 +(epoch: 31, iters: 31420, time: 0.295, data: 0.017) G_GAN: 3.042 G_L1: 3.599 D_real: 0.114 D_fake: 0.156 +(epoch: 31, iters: 31520, time: 0.567, data: 0.017) G_GAN: 3.949 G_L1: 6.508 D_real: 0.005 D_fake: 0.127 +(epoch: 31, iters: 31620, time: 0.303, data: 0.018) G_GAN: 5.019 G_L1: 3.826 D_real: 0.015 D_fake: 0.156 +(epoch: 31, iters: 31720, time: 0.302, data: 0.017) G_GAN: 3.646 G_L1: 6.706 D_real: 0.000 D_fake: 0.485 +(epoch: 31, iters: 31820, time: 0.306, data: 0.032) G_GAN: 4.510 G_L1: 4.069 D_real: 0.006 D_fake: 0.146 +(epoch: 31, iters: 31920, time: 0.405, data: 0.018) G_GAN: 4.701 G_L1: 6.276 D_real: 0.062 D_fake: 0.252 +(epoch: 31, iters: 32020, time: 0.297, data: 0.019) G_GAN: 3.910 G_L1: 3.876 D_real: 0.000 D_fake: 0.069 +(epoch: 31, iters: 32120, time: 0.308, data: 0.018) G_GAN: 3.852 G_L1: 7.270 D_real: 0.021 D_fake: 0.035 +(epoch: 31, iters: 32220, time: 0.305, data: 0.018) G_GAN: 2.842 G_L1: 4.580 D_real: 0.021 D_fake: 0.300 +(epoch: 31, iters: 32320, time: 0.410, data: 0.018) G_GAN: 3.394 G_L1: 4.943 D_real: 0.000 D_fake: 0.374 +(epoch: 31, iters: 32420, time: 0.297, data: 0.018) G_GAN: 3.849 G_L1: 3.027 D_real: 0.280 D_fake: 0.077 +(epoch: 31, iters: 32520, time: 0.300, data: 0.018) G_GAN: 4.629 G_L1: 5.485 D_real: 0.053 D_fake: 0.149 +(epoch: 31, iters: 32620, time: 0.296, data: 0.018) G_GAN: 2.967 G_L1: 3.580 D_real: 0.527 D_fake: 0.175 +(epoch: 31, iters: 32720, time: 0.406, data: 0.017) G_GAN: 6.295 G_L1: 8.755 D_real: 0.010 D_fake: 0.028 +(epoch: 31, iters: 32820, time: 0.294, data: 0.019) G_GAN: 4.575 G_L1: 8.744 D_real: 0.002 D_fake: 0.311 +(epoch: 31, iters: 32920, time: 0.295, data: 0.017) G_GAN: 3.980 G_L1: 3.840 D_real: 0.660 D_fake: 0.062 +(epoch: 31, iters: 33020, time: 0.307, data: 0.017) G_GAN: 4.165 G_L1: 5.940 D_real: 0.082 D_fake: 0.048 +(epoch: 31, iters: 33120, time: 0.412, data: 0.020) G_GAN: 3.014 G_L1: 4.250 D_real: 0.015 D_fake: 0.379 +(epoch: 31, iters: 33220, time: 0.305, data: 0.020) G_GAN: 3.564 G_L1: 3.951 D_real: 0.007 D_fake: 0.360 +(epoch: 31, iters: 33320, time: 0.295, data: 0.019) G_GAN: 4.171 G_L1: 4.049 D_real: 0.001 D_fake: 0.041 +(epoch: 31, iters: 33420, time: 0.304, data: 0.018) G_GAN: 3.551 G_L1: 5.112 D_real: 0.000 D_fake: 0.263 +(epoch: 31, iters: 33520, time: 0.528, data: 0.018) G_GAN: 4.511 G_L1: 4.895 D_real: 0.000 D_fake: 0.105 +(epoch: 31, iters: 33620, time: 0.306, data: 0.019) G_GAN: 2.693 G_L1: 6.115 D_real: 0.003 D_fake: 0.326 +(epoch: 31, iters: 33720, time: 0.306, data: 0.018) G_GAN: 6.460 G_L1: 4.650 D_real: 0.003 D_fake: 0.904 +(epoch: 31, iters: 33820, time: 0.292, data: 0.019) G_GAN: 3.156 G_L1: 5.075 D_real: 0.007 D_fake: 0.242 +(epoch: 31, iters: 33920, time: 0.420, data: 0.017) G_GAN: 6.703 G_L1: 6.306 D_real: 0.002 D_fake: 0.005 +(epoch: 31, iters: 34020, time: 0.299, data: 0.018) G_GAN: 2.619 G_L1: 6.154 D_real: 0.008 D_fake: 0.241 +(epoch: 31, iters: 34120, time: 0.295, data: 0.021) G_GAN: 2.931 G_L1: 4.753 D_real: 0.006 D_fake: 0.139 +(epoch: 31, iters: 34220, time: 0.298, data: 0.020) G_GAN: 3.602 G_L1: 5.788 D_real: 0.002 D_fake: 1.114 +(epoch: 31, iters: 34320, time: 0.425, data: 0.019) G_GAN: 2.886 G_L1: 5.551 D_real: 0.013 D_fake: 0.068 +(epoch: 31, iters: 34420, time: 0.303, data: 0.021) G_GAN: 4.351 G_L1: 4.694 D_real: 0.000 D_fake: 0.119 +(epoch: 31, iters: 34520, time: 0.303, data: 0.019) G_GAN: 2.127 G_L1: 4.295 D_real: 0.004 D_fake: 0.127 +(epoch: 31, iters: 34620, time: 0.296, data: 0.019) G_GAN: 4.393 G_L1: 5.372 D_real: 0.002 D_fake: 0.171 +(epoch: 31, iters: 34720, time: 0.416, data: 0.018) G_GAN: 2.990 G_L1: 8.348 D_real: 0.001 D_fake: 0.387 +(epoch: 31, iters: 34820, time: 0.303, data: 0.017) G_GAN: 3.759 G_L1: 4.168 D_real: 0.002 D_fake: 0.239 +(epoch: 31, iters: 34920, time: 0.302, data: 0.018) G_GAN: 5.066 G_L1: 6.019 D_real: 0.000 D_fake: 0.369 +(epoch: 31, iters: 35020, time: 0.294, data: 0.018) G_GAN: 3.454 G_L1: 4.645 D_real: 0.001 D_fake: 0.360 +(epoch: 31, iters: 35120, time: 0.412, data: 0.017) G_GAN: 3.021 G_L1: 5.277 D_real: 0.001 D_fake: 0.272 +(epoch: 31, iters: 35220, time: 0.301, data: 0.020) G_GAN: 4.874 G_L1: 7.370 D_real: 0.006 D_fake: 0.006 +(epoch: 31, iters: 35320, time: 0.288, data: 0.018) G_GAN: 3.637 G_L1: 8.779 D_real: 0.001 D_fake: 0.723 +(epoch: 31, iters: 35420, time: 0.296, data: 0.017) G_GAN: 3.051 G_L1: 4.416 D_real: 0.000 D_fake: 0.232 +(epoch: 31, iters: 35520, time: 0.555, data: 0.019) G_GAN: 2.925 G_L1: 4.479 D_real: 0.000 D_fake: 0.255 +(epoch: 31, iters: 35620, time: 0.302, data: 0.019) G_GAN: 3.064 G_L1: 3.567 D_real: 0.019 D_fake: 0.613 +(epoch: 31, iters: 35720, time: 0.302, data: 0.023) G_GAN: 3.175 G_L1: 4.666 D_real: 0.006 D_fake: 0.202 +(epoch: 31, iters: 35820, time: 0.305, data: 0.020) G_GAN: 2.126 G_L1: 4.115 D_real: 0.001 D_fake: 0.257 +(epoch: 31, iters: 35920, time: 0.414, data: 0.019) G_GAN: 2.633 G_L1: 9.433 D_real: 0.001 D_fake: 0.106 +(epoch: 31, iters: 36020, time: 0.305, data: 0.018) G_GAN: 2.331 G_L1: 3.768 D_real: 0.001 D_fake: 1.061 +(epoch: 31, iters: 36120, time: 0.302, data: 0.020) G_GAN: 3.231 G_L1: 4.642 D_real: 0.000 D_fake: 0.305 +(epoch: 31, iters: 36220, time: 0.300, data: 0.018) G_GAN: 2.759 G_L1: 7.095 D_real: 0.004 D_fake: 0.244 +(epoch: 31, iters: 36320, time: 0.422, data: 0.019) G_GAN: 3.182 G_L1: 3.567 D_real: 0.000 D_fake: 0.195 +(epoch: 31, iters: 36420, time: 0.307, data: 0.019) G_GAN: 1.923 G_L1: 4.446 D_real: 0.003 D_fake: 0.187 +(epoch: 31, iters: 36520, time: 0.310, data: 0.019) G_GAN: 1.906 G_L1: 3.961 D_real: 0.000 D_fake: 0.742 +(epoch: 31, iters: 36620, time: 0.295, data: 0.017) G_GAN: 3.072 G_L1: 6.464 D_real: 0.001 D_fake: 0.455 +(epoch: 31, iters: 36720, time: 0.392, data: 0.020) G_GAN: 2.265 G_L1: 4.047 D_real: 0.000 D_fake: 0.291 +(epoch: 31, iters: 36820, time: 0.302, data: 0.023) G_GAN: 5.637 G_L1: 7.167 D_real: 0.001 D_fake: 0.212 +(epoch: 31, iters: 36920, time: 0.305, data: 0.019) G_GAN: 2.449 G_L1: 7.969 D_real: 0.013 D_fake: 0.306 +(epoch: 31, iters: 37020, time: 0.305, data: 0.023) G_GAN: 2.551 G_L1: 3.665 D_real: 0.000 D_fake: 0.417 +(epoch: 31, iters: 37120, time: 0.411, data: 0.020) G_GAN: 1.500 G_L1: 3.575 D_real: 0.000 D_fake: 0.301 +(epoch: 31, iters: 37220, time: 0.291, data: 0.018) G_GAN: 2.066 G_L1: 6.630 D_real: 0.000 D_fake: 0.354 +(epoch: 31, iters: 37320, time: 0.305, data: 0.016) G_GAN: 2.962 G_L1: 6.364 D_real: 0.001 D_fake: 0.115 +(epoch: 31, iters: 37420, time: 0.296, data: 0.019) G_GAN: 2.209 G_L1: 8.924 D_real: 0.000 D_fake: 0.355 +(epoch: 31, iters: 37520, time: 0.566, data: 0.017) G_GAN: 1.952 G_L1: 6.884 D_real: 0.001 D_fake: 1.093 +(epoch: 31, iters: 37620, time: 0.279, data: 0.017) G_GAN: 2.994 G_L1: 5.843 D_real: 0.001 D_fake: 0.159 +(epoch: 31, iters: 37720, time: 0.305, data: 0.018) G_GAN: 3.246 G_L1: 7.326 D_real: 0.000 D_fake: 0.207 +(epoch: 31, iters: 37820, time: 0.306, data: 0.019) G_GAN: 2.078 G_L1: 4.131 D_real: 0.000 D_fake: 0.673 +(epoch: 31, iters: 37920, time: 0.424, data: 0.018) G_GAN: 2.037 G_L1: 4.313 D_real: 0.033 D_fake: 0.262 +(epoch: 31, iters: 38020, time: 0.299, data: 0.018) G_GAN: 2.216 G_L1: 5.184 D_real: 0.000 D_fake: 1.212 +(epoch: 31, iters: 38120, time: 0.298, data: 0.018) G_GAN: 1.756 G_L1: 5.715 D_real: 0.001 D_fake: 1.287 +(epoch: 31, iters: 38220, time: 0.294, data: 0.018) G_GAN: 2.966 G_L1: 4.815 D_real: 0.000 D_fake: 0.199 +(epoch: 31, iters: 38320, time: 0.424, data: 0.018) G_GAN: 3.333 G_L1: 5.716 D_real: 0.002 D_fake: 0.094 +(epoch: 31, iters: 38420, time: 0.305, data: 0.019) G_GAN: 1.946 G_L1: 4.546 D_real: 0.001 D_fake: 0.741 +(epoch: 31, iters: 38520, time: 0.290, data: 0.018) G_GAN: 2.276 G_L1: 4.528 D_real: 0.002 D_fake: 0.359 +(epoch: 31, iters: 38620, time: 0.305, data: 0.018) G_GAN: 1.572 G_L1: 3.396 D_real: 0.001 D_fake: 0.517 +(epoch: 31, iters: 38720, time: 0.417, data: 0.018) G_GAN: 2.017 G_L1: 4.963 D_real: 0.004 D_fake: 0.452 +(epoch: 31, iters: 38820, time: 0.294, data: 0.020) G_GAN: 2.809 G_L1: 4.217 D_real: 0.000 D_fake: 0.229 +(epoch: 31, iters: 38920, time: 0.299, data: 0.019) G_GAN: 3.262 G_L1: 6.104 D_real: 0.145 D_fake: 0.575 +(epoch: 31, iters: 39020, time: 0.300, data: 0.017) G_GAN: 3.616 G_L1: 4.282 D_real: 0.047 D_fake: 0.443 +(epoch: 31, iters: 39120, time: 0.429, data: 0.018) G_GAN: 2.112 G_L1: 4.774 D_real: 0.010 D_fake: 0.642 +(epoch: 31, iters: 39220, time: 0.304, data: 0.018) G_GAN: 3.982 G_L1: 5.491 D_real: 0.024 D_fake: 0.099 +(epoch: 31, iters: 39320, time: 0.305, data: 0.018) G_GAN: 3.063 G_L1: 5.265 D_real: 0.032 D_fake: 0.276 +(epoch: 31, iters: 39420, time: 0.304, data: 0.018) G_GAN: 3.375 G_L1: 4.090 D_real: 0.003 D_fake: 0.093 +(epoch: 31, iters: 39520, time: 0.512, data: 0.018) G_GAN: 3.437 G_L1: 4.434 D_real: 0.000 D_fake: 0.233 +(epoch: 31, iters: 39620, time: 0.295, data: 0.018) G_GAN: 2.734 G_L1: 4.274 D_real: 0.001 D_fake: 0.133 +(epoch: 31, iters: 39720, time: 0.304, data: 0.021) G_GAN: 2.682 G_L1: 3.473 D_real: 0.011 D_fake: 0.167 +(epoch: 31, iters: 39820, time: 0.297, data: 0.019) G_GAN: 3.555 G_L1: 2.829 D_real: 0.028 D_fake: 0.475 +(epoch: 31, iters: 39920, time: 0.415, data: 0.019) G_GAN: 2.874 G_L1: 5.186 D_real: 0.033 D_fake: 0.511 +(epoch: 31, iters: 40020, time: 0.303, data: 0.018) G_GAN: 2.635 G_L1: 4.797 D_real: 0.000 D_fake: 0.436 +(epoch: 31, iters: 40120, time: 0.301, data: 0.018) G_GAN: 6.027 G_L1: 5.118 D_real: 0.103 D_fake: 0.019 +(epoch: 31, iters: 40220, time: 0.299, data: 0.017) G_GAN: 3.535 G_L1: 3.053 D_real: 0.021 D_fake: 0.223 +(epoch: 31, iters: 40320, time: 0.437, data: 0.018) G_GAN: 3.175 G_L1: 6.515 D_real: 0.477 D_fake: 0.041 +(epoch: 31, iters: 40420, time: 0.305, data: 0.020) G_GAN: 4.029 G_L1: 13.979 D_real: 1.393 D_fake: 0.113 +(epoch: 31, iters: 40520, time: 0.301, data: 0.021) G_GAN: 2.602 G_L1: 3.852 D_real: 0.259 D_fake: 0.201 +(epoch: 31, iters: 40620, time: 0.299, data: 0.017) G_GAN: 3.283 G_L1: 5.550 D_real: 0.122 D_fake: 0.088 +(epoch: 31, iters: 40720, time: 0.414, data: 0.017) G_GAN: 4.689 G_L1: 5.411 D_real: 0.026 D_fake: 0.067 +(epoch: 31, iters: 40820, time: 0.299, data: 0.019) G_GAN: 2.743 G_L1: 3.443 D_real: 0.000 D_fake: 0.297 +(epoch: 31, iters: 40920, time: 0.285, data: 0.019) G_GAN: 4.196 G_L1: 6.001 D_real: 0.000 D_fake: 0.067 +(epoch: 31, iters: 41020, time: 0.300, data: 0.018) G_GAN: 4.407 G_L1: 7.430 D_real: 0.095 D_fake: 0.063 +(epoch: 31, iters: 41120, time: 0.420, data: 0.019) G_GAN: 4.754 G_L1: 3.829 D_real: 0.033 D_fake: 0.180 +(epoch: 31, iters: 41220, time: 0.304, data: 0.018) G_GAN: 2.689 G_L1: 3.875 D_real: 0.166 D_fake: 0.141 +(epoch: 31, iters: 41320, time: 0.297, data: 0.019) G_GAN: 3.798 G_L1: 3.363 D_real: 0.015 D_fake: 0.090 +(epoch: 31, iters: 41420, time: 0.303, data: 0.019) G_GAN: 3.082 G_L1: 9.357 D_real: 0.008 D_fake: 0.411 +(epoch: 31, iters: 41520, time: 0.508, data: 0.018) G_GAN: 4.079 G_L1: 5.316 D_real: 0.002 D_fake: 0.100 +(epoch: 31, iters: 41620, time: 0.306, data: 0.019) G_GAN: 2.855 G_L1: 6.352 D_real: 0.263 D_fake: 0.163 +(epoch: 31, iters: 41720, time: 0.306, data: 0.018) G_GAN: 3.134 G_L1: 4.315 D_real: 0.056 D_fake: 0.101 +(epoch: 31, iters: 41820, time: 0.304, data: 0.026) G_GAN: 7.058 G_L1: 3.490 D_real: 0.007 D_fake: 0.008 +(epoch: 31, iters: 41920, time: 0.419, data: 0.019) G_GAN: 3.047 G_L1: 4.232 D_real: 0.007 D_fake: 0.150 +(epoch: 31, iters: 42020, time: 0.295, data: 0.019) G_GAN: 2.791 G_L1: 3.852 D_real: 0.015 D_fake: 0.209 +(epoch: 31, iters: 42120, time: 0.298, data: 0.018) G_GAN: 3.091 G_L1: 4.310 D_real: 0.395 D_fake: 0.271 +(epoch: 31, iters: 42220, time: 0.303, data: 0.017) G_GAN: 3.004 G_L1: 4.624 D_real: 0.248 D_fake: 0.107 +(epoch: 31, iters: 42320, time: 0.419, data: 0.019) G_GAN: 3.594 G_L1: 3.364 D_real: 0.147 D_fake: 0.172 +(epoch: 31, iters: 42420, time: 0.305, data: 0.020) G_GAN: 3.349 G_L1: 4.524 D_real: 0.011 D_fake: 0.188 +(epoch: 31, iters: 42520, time: 0.293, data: 0.017) G_GAN: 4.247 G_L1: 9.553 D_real: 0.001 D_fake: 0.061 +(epoch: 31, iters: 42620, time: 0.292, data: 0.018) G_GAN: 3.019 G_L1: 4.818 D_real: 0.021 D_fake: 0.234 +(epoch: 31, iters: 42720, time: 0.426, data: 0.018) G_GAN: 4.506 G_L1: 4.553 D_real: 0.034 D_fake: 0.103 +(epoch: 31, iters: 42820, time: 0.305, data: 0.019) G_GAN: 4.756 G_L1: 3.290 D_real: 0.094 D_fake: 0.013 +(epoch: 31, iters: 42920, time: 0.307, data: 0.019) G_GAN: 5.051 G_L1: 5.290 D_real: 0.003 D_fake: 0.494 +(epoch: 31, iters: 43020, time: 0.303, data: 0.018) G_GAN: 4.098 G_L1: 3.952 D_real: 0.008 D_fake: 0.094 +(epoch: 31, iters: 43120, time: 0.392, data: 0.018) G_GAN: 3.833 G_L1: 4.217 D_real: 0.001 D_fake: 0.050 +(epoch: 31, iters: 43220, time: 0.305, data: 0.019) G_GAN: 2.890 G_L1: 5.288 D_real: 0.277 D_fake: 0.072 +(epoch: 31, iters: 43320, time: 0.288, data: 0.018) G_GAN: 5.645 G_L1: 4.806 D_real: 0.023 D_fake: 0.034 +(epoch: 31, iters: 43420, time: 0.294, data: 0.015) G_GAN: 2.729 G_L1: 5.739 D_real: 0.022 D_fake: 0.216 +(epoch: 31, iters: 43520, time: 0.560, data: 0.017) G_GAN: 4.381 G_L1: 5.744 D_real: 0.002 D_fake: 0.137 +(epoch: 31, iters: 43620, time: 0.293, data: 0.023) G_GAN: 4.237 G_L1: 3.625 D_real: 0.010 D_fake: 0.107 +(epoch: 31, iters: 43720, time: 0.293, data: 0.018) G_GAN: 3.459 G_L1: 12.972 D_real: 0.003 D_fake: 0.144 +(epoch: 31, iters: 43820, time: 0.304, data: 0.017) G_GAN: 2.214 G_L1: 4.001 D_real: 0.006 D_fake: 0.210 +(epoch: 31, iters: 43920, time: 0.428, data: 0.018) G_GAN: 4.661 G_L1: 9.138 D_real: 0.011 D_fake: 0.053 +(epoch: 31, iters: 44020, time: 0.303, data: 0.021) G_GAN: 2.943 G_L1: 7.057 D_real: 0.909 D_fake: 0.286 +(epoch: 31, iters: 44120, time: 0.311, data: 0.030) G_GAN: 3.546 G_L1: 4.136 D_real: 0.034 D_fake: 0.051 +(epoch: 31, iters: 44220, time: 0.294, data: 0.021) G_GAN: 6.507 G_L1: 2.757 D_real: 0.001 D_fake: 0.026 +(epoch: 31, iters: 44320, time: 0.420, data: 0.018) G_GAN: 3.807 G_L1: 6.405 D_real: 0.000 D_fake: 0.084 +(epoch: 31, iters: 44420, time: 0.303, data: 0.019) G_GAN: 5.942 G_L1: 4.496 D_real: 0.001 D_fake: 0.318 +(epoch: 31, iters: 44520, time: 0.305, data: 0.018) G_GAN: 4.003 G_L1: 5.822 D_real: 0.004 D_fake: 0.077 +(epoch: 31, iters: 44620, time: 0.303, data: 0.019) G_GAN: 3.592 G_L1: 3.796 D_real: 0.004 D_fake: 0.098 +(epoch: 31, iters: 44720, time: 0.386, data: 0.018) G_GAN: 3.911 G_L1: 2.811 D_real: 0.086 D_fake: 0.074 +(epoch: 31, iters: 44820, time: 0.297, data: 0.018) G_GAN: 4.487 G_L1: 3.256 D_real: 0.044 D_fake: 0.054 +(epoch: 31, iters: 44920, time: 0.297, data: 0.017) G_GAN: 3.368 G_L1: 4.692 D_real: 0.031 D_fake: 0.149 +(epoch: 31, iters: 45020, time: 0.307, data: 0.018) G_GAN: 3.024 G_L1: 4.442 D_real: 0.037 D_fake: 0.170 +(epoch: 31, iters: 45120, time: 0.418, data: 0.018) G_GAN: 4.733 G_L1: 8.206 D_real: 0.000 D_fake: 0.091 +(epoch: 31, iters: 45220, time: 0.307, data: 0.019) G_GAN: 4.727 G_L1: 5.007 D_real: 0.000 D_fake: 0.044 +(epoch: 31, iters: 45320, time: 0.297, data: 0.018) G_GAN: 4.035 G_L1: 5.710 D_real: 0.000 D_fake: 0.223 +(epoch: 31, iters: 45420, time: 0.306, data: 0.018) G_GAN: 3.084 G_L1: 4.927 D_real: 0.000 D_fake: 0.063 +(epoch: 31, iters: 45520, time: 0.561, data: 0.017) G_GAN: 3.396 G_L1: 5.083 D_real: 0.001 D_fake: 0.156 +(epoch: 31, iters: 45620, time: 0.302, data: 0.020) G_GAN: 1.991 G_L1: 4.422 D_real: 0.000 D_fake: 0.339 +(epoch: 31, iters: 45720, time: 0.288, data: 0.021) G_GAN: 4.836 G_L1: 4.676 D_real: 0.001 D_fake: 2.056 +(epoch: 31, iters: 45820, time: 0.305, data: 0.017) G_GAN: 5.924 G_L1: 3.677 D_real: 0.377 D_fake: 0.030 +(epoch: 31, iters: 45920, time: 0.414, data: 0.018) G_GAN: 3.862 G_L1: 4.763 D_real: 0.153 D_fake: 0.153 +(epoch: 31, iters: 46020, time: 0.306, data: 0.018) G_GAN: 4.011 G_L1: 4.373 D_real: 0.141 D_fake: 0.068 +(epoch: 31, iters: 46120, time: 0.305, data: 0.022) G_GAN: 3.323 G_L1: 3.598 D_real: 0.003 D_fake: 0.119 +(epoch: 31, iters: 46220, time: 0.309, data: 0.017) G_GAN: 3.124 G_L1: 4.627 D_real: 0.017 D_fake: 0.132 +(epoch: 31, iters: 46320, time: 0.421, data: 0.018) G_GAN: 3.630 G_L1: 7.700 D_real: 0.001 D_fake: 0.100 +(epoch: 31, iters: 46420, time: 0.295, data: 0.019) G_GAN: 3.278 G_L1: 4.513 D_real: 0.002 D_fake: 0.114 +(epoch: 31, iters: 46520, time: 0.301, data: 0.018) G_GAN: 3.025 G_L1: 5.321 D_real: 0.004 D_fake: 0.474 +(epoch: 31, iters: 46620, time: 0.307, data: 0.019) G_GAN: 3.793 G_L1: 4.834 D_real: 0.011 D_fake: 0.035 +(epoch: 31, iters: 46720, time: 0.420, data: 0.017) G_GAN: 3.558 G_L1: 5.743 D_real: 0.003 D_fake: 0.178 +(epoch: 31, iters: 46820, time: 0.289, data: 0.017) G_GAN: 3.034 G_L1: 3.529 D_real: 0.017 D_fake: 0.044 +(epoch: 31, iters: 46920, time: 0.302, data: 0.017) G_GAN: 2.580 G_L1: 4.417 D_real: 0.022 D_fake: 0.385 +(epoch: 31, iters: 47020, time: 0.305, data: 0.018) G_GAN: 2.504 G_L1: 4.949 D_real: 0.009 D_fake: 0.036 +(epoch: 31, iters: 47120, time: 0.410, data: 0.018) G_GAN: 2.976 G_L1: 3.194 D_real: 0.003 D_fake: 0.392 +(epoch: 31, iters: 47220, time: 0.287, data: 0.022) G_GAN: 3.075 G_L1: 5.542 D_real: 0.146 D_fake: 0.046 +(epoch: 31, iters: 47320, time: 0.299, data: 0.016) G_GAN: 4.259 G_L1: 5.954 D_real: 0.044 D_fake: 0.045 +(epoch: 31, iters: 47420, time: 0.292, data: 0.016) G_GAN: 3.628 G_L1: 4.025 D_real: 0.054 D_fake: 0.153 +(epoch: 31, iters: 47520, time: 0.569, data: 0.021) G_GAN: 3.540 G_L1: 4.667 D_real: 0.019 D_fake: 0.696 +(epoch: 31, iters: 47620, time: 0.308, data: 0.020) G_GAN: 2.975 G_L1: 5.358 D_real: 0.025 D_fake: 0.467 +(epoch: 31, iters: 47720, time: 0.296, data: 0.017) G_GAN: 4.875 G_L1: 4.209 D_real: 0.020 D_fake: 0.061 +(epoch: 31, iters: 47820, time: 0.302, data: 0.017) G_GAN: 2.395 G_L1: 4.998 D_real: 0.066 D_fake: 0.118 +(epoch: 31, iters: 47920, time: 0.396, data: 0.019) G_GAN: 3.797 G_L1: 4.180 D_real: 0.003 D_fake: 0.166 +(epoch: 31, iters: 48020, time: 0.292, data: 0.018) G_GAN: 4.809 G_L1: 5.721 D_real: 0.001 D_fake: 0.038 +(epoch: 31, iters: 48120, time: 0.300, data: 0.018) G_GAN: 2.631 G_L1: 4.132 D_real: 0.000 D_fake: 0.432 +(epoch: 31, iters: 48220, time: 0.303, data: 0.018) G_GAN: 3.866 G_L1: 5.936 D_real: 0.003 D_fake: 0.037 +(epoch: 31, iters: 48320, time: 0.395, data: 0.019) G_GAN: 3.066 G_L1: 3.347 D_real: 0.013 D_fake: 0.186 +(epoch: 31, iters: 48420, time: 0.306, data: 0.019) G_GAN: 4.117 G_L1: 10.548 D_real: 0.043 D_fake: 0.722 +(epoch: 31, iters: 48520, time: 0.305, data: 0.018) G_GAN: 2.990 G_L1: 4.816 D_real: 0.001 D_fake: 0.159 +(epoch: 31, iters: 48620, time: 0.289, data: 0.018) G_GAN: 3.548 G_L1: 4.483 D_real: 0.000 D_fake: 0.084 +(epoch: 31, iters: 48720, time: 0.398, data: 0.016) G_GAN: 3.595 G_L1: 3.735 D_real: 0.004 D_fake: 0.053 +(epoch: 31, iters: 48820, time: 0.299, data: 0.019) G_GAN: 4.506 G_L1: 5.931 D_real: 0.000 D_fake: 0.057 +(epoch: 31, iters: 48920, time: 0.271, data: 0.018) G_GAN: 2.962 G_L1: 4.631 D_real: 0.002 D_fake: 0.166 +(epoch: 31, iters: 49020, time: 0.304, data: 0.019) G_GAN: 4.490 G_L1: 3.976 D_real: 0.002 D_fake: 0.587 +(epoch: 31, iters: 49120, time: 0.390, data: 0.020) G_GAN: 3.386 G_L1: 4.281 D_real: 0.102 D_fake: 0.137 +(epoch: 31, iters: 49220, time: 0.298, data: 0.020) G_GAN: 2.850 G_L1: 2.762 D_real: 0.002 D_fake: 0.386 +(epoch: 31, iters: 49320, time: 0.297, data: 0.018) G_GAN: 4.382 G_L1: 4.640 D_real: 0.002 D_fake: 0.088 +(epoch: 31, iters: 49420, time: 0.304, data: 0.017) G_GAN: 2.326 G_L1: 5.471 D_real: 1.053 D_fake: 0.041 +(epoch: 31, iters: 49520, time: 0.523, data: 0.018) G_GAN: 3.827 G_L1: 5.134 D_real: 0.003 D_fake: 0.188 +(epoch: 31, iters: 49620, time: 0.300, data: 0.018) G_GAN: 4.018 G_L1: 4.907 D_real: 0.061 D_fake: 0.036 +(epoch: 31, iters: 49720, time: 0.301, data: 0.018) G_GAN: 2.300 G_L1: 3.054 D_real: 0.009 D_fake: 0.817 +(epoch: 31, iters: 49820, time: 0.308, data: 0.020) G_GAN: 3.442 G_L1: 3.077 D_real: 0.065 D_fake: 0.087 +(epoch: 31, iters: 49920, time: 0.424, data: 0.018) G_GAN: 2.608 G_L1: 4.358 D_real: 0.000 D_fake: 0.197 +(epoch: 31, iters: 50020, time: 0.294, data: 0.020) G_GAN: 2.183 G_L1: 4.341 D_real: 0.002 D_fake: 0.389 +(epoch: 31, iters: 50120, time: 0.295, data: 0.019) G_GAN: 3.490 G_L1: 5.015 D_real: 0.159 D_fake: 0.135 +(epoch: 31, iters: 50220, time: 0.296, data: 0.017) G_GAN: 3.722 G_L1: 6.728 D_real: 0.001 D_fake: 0.265 +(epoch: 31, iters: 50320, time: 0.419, data: 0.019) G_GAN: 2.278 G_L1: 4.711 D_real: 0.156 D_fake: 0.448 +(epoch: 31, iters: 50420, time: 0.303, data: 0.019) G_GAN: 2.355 G_L1: 3.629 D_real: 0.013 D_fake: 0.306 +(epoch: 31, iters: 50520, time: 0.303, data: 0.018) G_GAN: 3.809 G_L1: 4.667 D_real: 0.007 D_fake: 0.215 +(epoch: 31, iters: 50620, time: 0.301, data: 0.019) G_GAN: 4.009 G_L1: 8.756 D_real: 0.000 D_fake: 0.370 +(epoch: 31, iters: 50720, time: 0.421, data: 0.022) G_GAN: 3.130 G_L1: 3.607 D_real: 0.290 D_fake: 0.312 +(epoch: 31, iters: 50820, time: 0.293, data: 0.020) G_GAN: 3.193 G_L1: 5.720 D_real: 0.022 D_fake: 0.112 +(epoch: 31, iters: 50920, time: 0.300, data: 0.020) G_GAN: 3.085 G_L1: 4.786 D_real: 0.000 D_fake: 0.494 +(epoch: 31, iters: 51020, time: 0.306, data: 0.019) G_GAN: 5.097 G_L1: 5.762 D_real: 0.015 D_fake: 0.426 +(epoch: 31, iters: 51120, time: 0.419, data: 0.017) G_GAN: 3.238 G_L1: 4.239 D_real: 0.106 D_fake: 0.153 +(epoch: 31, iters: 51220, time: 0.298, data: 0.019) G_GAN: 2.028 G_L1: 3.581 D_real: 0.480 D_fake: 0.391 +(epoch: 31, iters: 51320, time: 0.295, data: 0.018) G_GAN: 3.261 G_L1: 6.374 D_real: 0.011 D_fake: 0.205 +(epoch: 31, iters: 51420, time: 0.300, data: 0.018) G_GAN: 5.481 G_L1: 5.786 D_real: 0.076 D_fake: 0.037 +(epoch: 31, iters: 51520, time: 0.562, data: 0.018) G_GAN: 3.483 G_L1: 3.716 D_real: 0.016 D_fake: 0.295 +(epoch: 31, iters: 51620, time: 0.302, data: 0.019) G_GAN: 1.047 G_L1: 4.468 D_real: 0.576 D_fake: 0.102 +(epoch: 31, iters: 51720, time: 0.300, data: 0.018) G_GAN: 4.620 G_L1: 2.782 D_real: 0.302 D_fake: 0.011 +(epoch: 31, iters: 51820, time: 0.299, data: 0.018) G_GAN: 3.217 G_L1: 5.312 D_real: 0.930 D_fake: 0.092 +(epoch: 31, iters: 51920, time: 0.418, data: 0.018) G_GAN: 3.343 G_L1: 3.382 D_real: 0.037 D_fake: 0.162 +(epoch: 31, iters: 52020, time: 0.295, data: 0.019) G_GAN: 4.674 G_L1: 5.837 D_real: 0.000 D_fake: 0.445 +(epoch: 31, iters: 52120, time: 0.293, data: 0.018) G_GAN: 4.192 G_L1: 3.650 D_real: 0.004 D_fake: 0.101 +(epoch: 31, iters: 52220, time: 0.303, data: 0.018) G_GAN: 5.375 G_L1: 6.738 D_real: 0.029 D_fake: 0.511 +(epoch: 31, iters: 52320, time: 0.423, data: 0.018) G_GAN: 4.417 G_L1: 4.230 D_real: 0.104 D_fake: 0.045 +(epoch: 31, iters: 52420, time: 0.295, data: 0.019) G_GAN: 3.915 G_L1: 4.839 D_real: 0.023 D_fake: 0.179 +(epoch: 31, iters: 52520, time: 0.294, data: 0.018) G_GAN: 2.629 G_L1: 4.084 D_real: 0.008 D_fake: 0.787 +(epoch: 31, iters: 52620, time: 0.307, data: 0.018) G_GAN: 8.880 G_L1: 5.476 D_real: 0.031 D_fake: 0.002 +(epoch: 31, iters: 52720, time: 0.423, data: 0.018) G_GAN: 2.352 G_L1: 5.033 D_real: 0.026 D_fake: 0.303 +(epoch: 31, iters: 52820, time: 0.304, data: 0.019) G_GAN: 4.185 G_L1: 3.022 D_real: 0.040 D_fake: 0.135 +(epoch: 31, iters: 52920, time: 0.284, data: 0.018) G_GAN: 3.521 G_L1: 3.655 D_real: 0.032 D_fake: 0.356 +(epoch: 31, iters: 53020, time: 0.293, data: 0.015) G_GAN: 3.278 G_L1: 2.699 D_real: 0.019 D_fake: 0.121 +(epoch: 31, iters: 53120, time: 0.405, data: 0.017) G_GAN: 2.697 G_L1: 4.978 D_real: 0.001 D_fake: 0.262 +(epoch: 31, iters: 53220, time: 0.292, data: 0.018) G_GAN: 5.329 G_L1: 6.570 D_real: 0.073 D_fake: 0.022 +(epoch: 31, iters: 53320, time: 0.305, data: 0.018) G_GAN: 4.497 G_L1: 5.485 D_real: 0.042 D_fake: 0.313 +(epoch: 31, iters: 53420, time: 0.305, data: 0.019) G_GAN: 3.585 G_L1: 6.993 D_real: 0.007 D_fake: 0.122 +(epoch: 31, iters: 53520, time: 0.559, data: 0.019) G_GAN: 4.745 G_L1: 5.268 D_real: 0.008 D_fake: 0.078 +(epoch: 31, iters: 53620, time: 0.301, data: 0.019) G_GAN: 5.292 G_L1: 4.587 D_real: 0.002 D_fake: 0.089 +(epoch: 31, iters: 53720, time: 0.276, data: 0.018) G_GAN: 5.060 G_L1: 7.130 D_real: 0.042 D_fake: 0.147 +(epoch: 31, iters: 53820, time: 0.298, data: 0.015) G_GAN: 4.174 G_L1: 4.605 D_real: 0.013 D_fake: 0.167 +(epoch: 31, iters: 53920, time: 0.400, data: 0.019) G_GAN: 3.224 G_L1: 4.118 D_real: 0.025 D_fake: 0.269 +(epoch: 31, iters: 54020, time: 0.298, data: 0.017) G_GAN: 4.983 G_L1: 3.712 D_real: 0.136 D_fake: 0.126 +(epoch: 31, iters: 54120, time: 0.295, data: 0.018) G_GAN: 2.543 G_L1: 2.840 D_real: 0.008 D_fake: 0.537 +(epoch: 31, iters: 54220, time: 0.302, data: 0.018) G_GAN: 5.682 G_L1: 7.511 D_real: 0.024 D_fake: 0.036 +(epoch: 31, iters: 54320, time: 0.417, data: 0.021) G_GAN: 4.288 G_L1: 4.554 D_real: 0.133 D_fake: 0.025 +(epoch: 31, iters: 54420, time: 0.298, data: 0.020) G_GAN: 3.183 G_L1: 6.090 D_real: 0.003 D_fake: 0.383 +(epoch: 31, iters: 54520, time: 0.307, data: 0.017) G_GAN: 3.904 G_L1: 3.518 D_real: 0.020 D_fake: 0.141 +(epoch: 31, iters: 54620, time: 0.292, data: 0.020) G_GAN: 4.630 G_L1: 3.389 D_real: 0.074 D_fake: 0.086 +(epoch: 31, iters: 54720, time: 0.400, data: 0.019) G_GAN: 3.172 G_L1: 3.881 D_real: 0.002 D_fake: 0.396 +(epoch: 31, iters: 54820, time: 0.304, data: 0.034) G_GAN: 4.512 G_L1: 5.422 D_real: 0.009 D_fake: 0.297 +(epoch: 31, iters: 54920, time: 0.300, data: 0.023) G_GAN: 4.653 G_L1: 4.133 D_real: 0.013 D_fake: 0.214 +(epoch: 31, iters: 55020, time: 0.301, data: 0.017) G_GAN: 3.416 G_L1: 6.884 D_real: 0.002 D_fake: 0.265 +(epoch: 31, iters: 55120, time: 0.409, data: 0.019) G_GAN: 3.936 G_L1: 5.371 D_real: 0.000 D_fake: 0.083 +(epoch: 31, iters: 55220, time: 0.303, data: 0.020) G_GAN: 3.710 G_L1: 5.205 D_real: 0.000 D_fake: 0.356 +(epoch: 31, iters: 55320, time: 0.291, data: 0.017) G_GAN: 4.209 G_L1: 8.386 D_real: 0.004 D_fake: 0.439 +(epoch: 31, iters: 55420, time: 0.307, data: 0.016) G_GAN: 5.452 G_L1: 5.502 D_real: 0.000 D_fake: 0.040 +(epoch: 31, iters: 55520, time: 0.516, data: 0.017) G_GAN: 3.531 G_L1: 4.931 D_real: 0.014 D_fake: 0.185 +(epoch: 31, iters: 55620, time: 0.302, data: 0.019) G_GAN: 3.921 G_L1: 4.636 D_real: 0.047 D_fake: 0.045 +(epoch: 31, iters: 55720, time: 0.297, data: 0.019) G_GAN: 6.017 G_L1: 4.473 D_real: 0.004 D_fake: 0.012 +(epoch: 31, iters: 55820, time: 0.305, data: 0.017) G_GAN: 4.066 G_L1: 6.659 D_real: 0.005 D_fake: 0.054 +(epoch: 31, iters: 55920, time: 0.426, data: 0.020) G_GAN: 3.878 G_L1: 5.210 D_real: 0.000 D_fake: 0.304 +(epoch: 31, iters: 56020, time: 0.299, data: 0.021) G_GAN: 6.780 G_L1: 5.512 D_real: 0.001 D_fake: 0.456 +(epoch: 31, iters: 56120, time: 0.304, data: 0.018) G_GAN: 4.880 G_L1: 3.979 D_real: 0.133 D_fake: 0.197 +(epoch: 31, iters: 56220, time: 0.286, data: 0.018) G_GAN: 4.705 G_L1: 6.007 D_real: 0.003 D_fake: 0.300 +(epoch: 31, iters: 56320, time: 0.413, data: 0.016) G_GAN: 5.603 G_L1: 3.982 D_real: 0.229 D_fake: 0.013 +(epoch: 31, iters: 56420, time: 0.302, data: 0.018) G_GAN: 4.163 G_L1: 4.719 D_real: 0.091 D_fake: 0.036 +(epoch: 31, iters: 56520, time: 0.306, data: 0.019) G_GAN: 5.740 G_L1: 4.921 D_real: 0.001 D_fake: 0.031 +(epoch: 31, iters: 56620, time: 0.306, data: 0.021) G_GAN: 2.441 G_L1: 3.904 D_real: 0.005 D_fake: 0.357 +(epoch: 31, iters: 56720, time: 0.425, data: 0.019) G_GAN: 4.646 G_L1: 12.240 D_real: 0.028 D_fake: 0.065 +(epoch: 31, iters: 56820, time: 0.301, data: 0.018) G_GAN: 4.389 G_L1: 5.559 D_real: 0.011 D_fake: 0.072 +(epoch: 31, iters: 56920, time: 0.285, data: 0.019) G_GAN: 5.573 G_L1: 7.075 D_real: 0.189 D_fake: 0.027 +(epoch: 31, iters: 57020, time: 0.277, data: 0.016) G_GAN: 4.231 G_L1: 4.781 D_real: 0.001 D_fake: 0.054 +(epoch: 31, iters: 57120, time: 0.387, data: 0.016) G_GAN: 4.716 G_L1: 4.775 D_real: 0.010 D_fake: 0.021 +(epoch: 31, iters: 57220, time: 0.293, data: 0.020) G_GAN: 4.380 G_L1: 5.183 D_real: 0.058 D_fake: 0.165 +(epoch: 31, iters: 57320, time: 0.291, data: 0.017) G_GAN: 4.827 G_L1: 5.639 D_real: 0.052 D_fake: 0.071 +(epoch: 31, iters: 57420, time: 0.313, data: 0.017) G_GAN: 4.247 G_L1: 2.974 D_real: 0.013 D_fake: 0.048 +(epoch: 31, iters: 57520, time: 0.494, data: 0.018) G_GAN: 4.995 G_L1: 4.114 D_real: 0.006 D_fake: 0.021 +(epoch: 31, iters: 57620, time: 0.299, data: 0.019) G_GAN: 3.224 G_L1: 4.779 D_real: 0.099 D_fake: 0.149 +(epoch: 31, iters: 57720, time: 0.299, data: 0.019) G_GAN: 3.419 G_L1: 8.901 D_real: 0.186 D_fake: 0.305 +(epoch: 31, iters: 57820, time: 0.301, data: 0.022) G_GAN: 5.592 G_L1: 4.500 D_real: 0.005 D_fake: 0.046 +(epoch: 31, iters: 57920, time: 0.386, data: 0.019) G_GAN: 5.893 G_L1: 4.669 D_real: 0.034 D_fake: 0.050 +(epoch: 31, iters: 58020, time: 0.295, data: 0.021) G_GAN: 4.556 G_L1: 3.417 D_real: 0.005 D_fake: 0.082 +(epoch: 31, iters: 58120, time: 0.296, data: 0.018) G_GAN: 4.288 G_L1: 2.168 D_real: 0.183 D_fake: 0.071 +(epoch: 31, iters: 58220, time: 0.304, data: 0.017) G_GAN: 4.484 G_L1: 5.438 D_real: 0.001 D_fake: 0.036 +(epoch: 31, iters: 58320, time: 0.424, data: 0.019) G_GAN: 3.747 G_L1: 4.693 D_real: 0.004 D_fake: 0.140 +(epoch: 31, iters: 58420, time: 0.289, data: 0.019) G_GAN: 7.019 G_L1: 7.093 D_real: 0.003 D_fake: 0.493 +(epoch: 31, iters: 58520, time: 0.305, data: 0.014) G_GAN: 5.812 G_L1: 8.577 D_real: 0.012 D_fake: 0.024 +(epoch: 31, iters: 58620, time: 0.306, data: 0.019) G_GAN: 4.801 G_L1: 3.455 D_real: 0.119 D_fake: 0.009 +(epoch: 31, iters: 58720, time: 0.417, data: 0.019) G_GAN: 6.008 G_L1: 5.615 D_real: 0.006 D_fake: 0.122 +(epoch: 31, iters: 58820, time: 0.305, data: 0.021) G_GAN: 4.894 G_L1: 9.114 D_real: 0.001 D_fake: 0.163 +(epoch: 31, iters: 58920, time: 0.299, data: 0.019) G_GAN: 4.825 G_L1: 4.269 D_real: 0.085 D_fake: 0.317 +(epoch: 31, iters: 59020, time: 0.301, data: 0.020) G_GAN: 6.437 G_L1: 6.394 D_real: 0.008 D_fake: 0.020 +(epoch: 31, iters: 59120, time: 0.415, data: 0.017) G_GAN: 4.276 G_L1: 5.920 D_real: 0.427 D_fake: 0.022 +(epoch: 31, iters: 59220, time: 0.288, data: 0.018) G_GAN: 4.564 G_L1: 4.257 D_real: 0.001 D_fake: 0.197 +(epoch: 31, iters: 59320, time: 0.301, data: 0.017) G_GAN: 4.836 G_L1: 4.452 D_real: 0.029 D_fake: 0.028 +(epoch: 31, iters: 59420, time: 0.303, data: 0.019) G_GAN: 6.903 G_L1: 10.963 D_real: 0.062 D_fake: 0.044 +(epoch: 31, iters: 59520, time: 0.566, data: 0.019) G_GAN: 5.306 G_L1: 5.651 D_real: 0.002 D_fake: 0.016 +(epoch: 31, iters: 59620, time: 0.306, data: 0.019) G_GAN: 4.099 G_L1: 2.631 D_real: 0.020 D_fake: 0.190 +(epoch: 31, iters: 59720, time: 0.293, data: 0.017) G_GAN: 3.360 G_L1: 3.331 D_real: 0.614 D_fake: 0.138 +(epoch: 31, iters: 59820, time: 0.286, data: 0.018) G_GAN: 5.048 G_L1: 4.187 D_real: 0.001 D_fake: 0.128 +(epoch: 31, iters: 59920, time: 0.420, data: 0.017) G_GAN: 5.539 G_L1: 6.220 D_real: 0.101 D_fake: 0.040 +(epoch: 32, iters: 4, time: 0.226, data: 0.019) G_GAN: 5.613 G_L1: 3.407 D_real: 0.005 D_fake: 0.016 +(epoch: 32, iters: 104, time: 0.289, data: 0.018) G_GAN: 4.069 G_L1: 5.664 D_real: 0.002 D_fake: 0.056 +(epoch: 32, iters: 204, time: 0.285, data: 0.017) G_GAN: 6.478 G_L1: 5.782 D_real: 0.001 D_fake: 0.012 +(epoch: 32, iters: 304, time: 0.555, data: 0.017) G_GAN: 3.925 G_L1: 6.876 D_real: 0.005 D_fake: 0.194 +(epoch: 32, iters: 404, time: 0.303, data: 0.019) G_GAN: 5.144 G_L1: 6.387 D_real: 0.003 D_fake: 0.328 +(epoch: 32, iters: 504, time: 0.304, data: 0.020) G_GAN: 4.961 G_L1: 3.988 D_real: 0.026 D_fake: 0.023 +(epoch: 32, iters: 604, time: 0.296, data: 0.022) G_GAN: 4.008 G_L1: 3.324 D_real: 0.224 D_fake: 0.040 +(epoch: 32, iters: 704, time: 0.378, data: 0.020) G_GAN: 5.903 G_L1: 4.175 D_real: 0.008 D_fake: 0.039 +(epoch: 32, iters: 804, time: 0.297, data: 0.018) G_GAN: 5.078 G_L1: 3.812 D_real: 0.001 D_fake: 0.014 +(epoch: 32, iters: 904, time: 0.301, data: 0.019) G_GAN: 5.817 G_L1: 3.350 D_real: 0.272 D_fake: 0.006 +(epoch: 32, iters: 1004, time: 0.295, data: 0.020) G_GAN: 5.948 G_L1: 3.965 D_real: 0.365 D_fake: 0.174 +(epoch: 32, iters: 1104, time: 0.416, data: 0.018) G_GAN: 4.411 G_L1: 5.900 D_real: 0.014 D_fake: 0.071 +(epoch: 32, iters: 1204, time: 0.306, data: 0.020) G_GAN: 5.527 G_L1: 3.433 D_real: 0.097 D_fake: 0.349 +(epoch: 32, iters: 1304, time: 0.298, data: 0.019) G_GAN: 1.923 G_L1: 5.362 D_real: 0.968 D_fake: 0.051 +(epoch: 32, iters: 1404, time: 0.292, data: 0.018) G_GAN: 5.179 G_L1: 4.178 D_real: 0.033 D_fake: 0.019 +(epoch: 32, iters: 1504, time: 0.575, data: 0.017) G_GAN: 4.841 G_L1: 4.888 D_real: 0.005 D_fake: 0.030 +(epoch: 32, iters: 1604, time: 0.305, data: 0.019) G_GAN: 6.100 G_L1: 4.474 D_real: 0.007 D_fake: 0.015 +(epoch: 32, iters: 1704, time: 0.304, data: 0.019) G_GAN: 3.695 G_L1: 5.547 D_real: 0.037 D_fake: 0.197 +(epoch: 32, iters: 1804, time: 0.289, data: 0.020) G_GAN: 5.274 G_L1: 3.573 D_real: 0.088 D_fake: 0.035 +(epoch: 32, iters: 1904, time: 0.376, data: 0.017) G_GAN: 5.763 G_L1: 6.825 D_real: 0.019 D_fake: 0.107 +(epoch: 32, iters: 2004, time: 0.301, data: 0.019) G_GAN: 4.672 G_L1: 3.238 D_real: 0.127 D_fake: 0.202 +(epoch: 32, iters: 2104, time: 0.301, data: 0.018) G_GAN: 4.866 G_L1: 4.598 D_real: 0.027 D_fake: 0.161 +(epoch: 32, iters: 2204, time: 0.293, data: 0.019) G_GAN: 4.997 G_L1: 5.022 D_real: 0.005 D_fake: 0.124 +(epoch: 32, iters: 2304, time: 0.420, data: 0.019) G_GAN: 4.211 G_L1: 4.139 D_real: 0.123 D_fake: 0.087 +(epoch: 32, iters: 2404, time: 0.293, data: 0.019) G_GAN: 5.243 G_L1: 7.476 D_real: 0.005 D_fake: 0.492 +(epoch: 32, iters: 2504, time: 0.294, data: 0.018) G_GAN: 5.004 G_L1: 3.754 D_real: 0.017 D_fake: 0.051 +(epoch: 32, iters: 2604, time: 0.296, data: 0.019) G_GAN: 3.842 G_L1: 5.310 D_real: 0.112 D_fake: 0.475 +(epoch: 32, iters: 2704, time: 0.419, data: 0.019) G_GAN: 3.337 G_L1: 6.280 D_real: 0.004 D_fake: 0.129 +(epoch: 32, iters: 2804, time: 0.296, data: 0.019) G_GAN: 5.940 G_L1: 7.128 D_real: 0.229 D_fake: 0.044 +(epoch: 32, iters: 2904, time: 0.301, data: 0.018) G_GAN: 4.719 G_L1: 3.337 D_real: 0.136 D_fake: 0.079 +(epoch: 32, iters: 3004, time: 0.300, data: 0.020) G_GAN: 6.256 G_L1: 3.562 D_real: 0.006 D_fake: 0.007 +(epoch: 32, iters: 3104, time: 0.423, data: 0.019) G_GAN: 5.456 G_L1: 4.191 D_real: 0.289 D_fake: 0.010 +(epoch: 32, iters: 3204, time: 0.304, data: 0.020) G_GAN: 4.991 G_L1: 5.781 D_real: 0.005 D_fake: 0.037 +(epoch: 32, iters: 3304, time: 0.305, data: 0.018) G_GAN: 4.540 G_L1: 3.241 D_real: 0.026 D_fake: 0.030 +(epoch: 32, iters: 3404, time: 0.287, data: 0.021) G_GAN: 4.174 G_L1: 3.704 D_real: 0.062 D_fake: 0.027 +(epoch: 32, iters: 3504, time: 0.559, data: 0.017) G_GAN: 5.624 G_L1: 3.928 D_real: 0.039 D_fake: 0.013 +(epoch: 32, iters: 3604, time: 0.298, data: 0.020) G_GAN: 5.474 G_L1: 6.090 D_real: 0.002 D_fake: 0.058 +(epoch: 32, iters: 3704, time: 0.296, data: 0.018) G_GAN: 3.559 G_L1: 3.534 D_real: 0.055 D_fake: 0.109 +(epoch: 32, iters: 3804, time: 0.296, data: 0.016) G_GAN: 2.956 G_L1: 3.985 D_real: 0.422 D_fake: 0.097 +(epoch: 32, iters: 3904, time: 0.435, data: 0.017) G_GAN: 4.361 G_L1: 3.442 D_real: 0.041 D_fake: 0.115 +(epoch: 32, iters: 4004, time: 0.285, data: 0.020) G_GAN: 4.785 G_L1: 5.579 D_real: 0.031 D_fake: 0.059 +(epoch: 32, iters: 4104, time: 0.296, data: 0.015) G_GAN: 5.978 G_L1: 2.785 D_real: 0.075 D_fake: 0.392 +(epoch: 32, iters: 4204, time: 0.291, data: 0.017) G_GAN: 4.099 G_L1: 3.475 D_real: 0.039 D_fake: 0.072 +(epoch: 32, iters: 4304, time: 0.372, data: 0.016) G_GAN: 3.344 G_L1: 3.814 D_real: 0.197 D_fake: 0.070 +(epoch: 32, iters: 4404, time: 0.301, data: 0.018) G_GAN: 3.215 G_L1: 3.909 D_real: 0.047 D_fake: 0.177 +(epoch: 32, iters: 4504, time: 0.304, data: 0.017) G_GAN: 4.968 G_L1: 3.417 D_real: 0.008 D_fake: 0.106 +(epoch: 32, iters: 4604, time: 0.293, data: 0.018) G_GAN: 5.612 G_L1: 4.789 D_real: 0.001 D_fake: 0.090 +(epoch: 32, iters: 4704, time: 0.372, data: 0.017) G_GAN: 5.049 G_L1: 5.021 D_real: 0.024 D_fake: 0.042 +(epoch: 32, iters: 4804, time: 0.297, data: 0.015) G_GAN: 3.910 G_L1: 4.875 D_real: 0.420 D_fake: 0.116 +(epoch: 32, iters: 4904, time: 0.305, data: 0.016) G_GAN: 7.408 G_L1: 8.375 D_real: 0.348 D_fake: 0.004 +(epoch: 32, iters: 5004, time: 0.301, data: 0.017) G_GAN: 3.859 G_L1: 3.154 D_real: 0.021 D_fake: 0.159 +(epoch: 32, iters: 5104, time: 0.411, data: 0.022) G_GAN: 3.040 G_L1: 2.930 D_real: 0.230 D_fake: 0.049 +(epoch: 32, iters: 5204, time: 0.302, data: 0.017) G_GAN: 4.818 G_L1: 3.757 D_real: 0.012 D_fake: 0.031 +(epoch: 32, iters: 5304, time: 0.294, data: 0.020) G_GAN: 5.026 G_L1: 4.028 D_real: 0.070 D_fake: 0.217 +(epoch: 32, iters: 5404, time: 0.302, data: 0.022) G_GAN: 7.699 G_L1: 7.943 D_real: 0.001 D_fake: 0.003 +(epoch: 32, iters: 5504, time: 0.573, data: 0.018) G_GAN: 5.358 G_L1: 6.770 D_real: 0.163 D_fake: 0.022 +(epoch: 32, iters: 5604, time: 0.304, data: 0.017) G_GAN: 4.710 G_L1: 5.088 D_real: 0.013 D_fake: 0.159 +(epoch: 32, iters: 5704, time: 0.285, data: 0.017) G_GAN: 6.093 G_L1: 2.854 D_real: 0.108 D_fake: 0.006 +(epoch: 32, iters: 5804, time: 0.303, data: 0.015) G_GAN: 4.032 G_L1: 3.001 D_real: 0.208 D_fake: 0.121 +(epoch: 32, iters: 5904, time: 0.392, data: 0.017) G_GAN: 5.881 G_L1: 4.461 D_real: 0.018 D_fake: 0.084 +(epoch: 32, iters: 6004, time: 0.290, data: 0.016) G_GAN: 3.906 G_L1: 3.704 D_real: 0.002 D_fake: 0.383 +(epoch: 32, iters: 6104, time: 0.295, data: 0.015) G_GAN: 3.568 G_L1: 3.800 D_real: 0.276 D_fake: 0.097 +(epoch: 32, iters: 6204, time: 0.297, data: 0.020) G_GAN: 5.345 G_L1: 4.957 D_real: 0.088 D_fake: 0.559 +(epoch: 32, iters: 6304, time: 0.431, data: 0.017) G_GAN: 5.802 G_L1: 4.495 D_real: 0.062 D_fake: 0.011 +(epoch: 32, iters: 6404, time: 0.290, data: 0.018) G_GAN: 6.218 G_L1: 3.568 D_real: 0.022 D_fake: 0.400 +(epoch: 32, iters: 6504, time: 0.286, data: 0.022) G_GAN: 4.378 G_L1: 3.983 D_real: 0.271 D_fake: 0.008 +(epoch: 32, iters: 6604, time: 0.303, data: 0.015) G_GAN: 4.877 G_L1: 4.061 D_real: 0.241 D_fake: 0.036 +(epoch: 32, iters: 6704, time: 0.421, data: 0.021) G_GAN: 3.929 G_L1: 3.555 D_real: 0.130 D_fake: 0.322 +(epoch: 32, iters: 6804, time: 0.302, data: 0.018) G_GAN: 3.808 G_L1: 2.825 D_real: 0.192 D_fake: 0.087 +(epoch: 32, iters: 6904, time: 0.305, data: 0.018) G_GAN: 2.994 G_L1: 4.504 D_real: 0.117 D_fake: 0.186 +(epoch: 32, iters: 7004, time: 0.280, data: 0.018) G_GAN: 4.272 G_L1: 3.615 D_real: 0.208 D_fake: 0.029 +(epoch: 32, iters: 7104, time: 0.422, data: 0.016) G_GAN: 5.866 G_L1: 7.708 D_real: 0.113 D_fake: 0.039 +(epoch: 32, iters: 7204, time: 0.301, data: 0.018) G_GAN: 5.074 G_L1: 4.324 D_real: 0.007 D_fake: 0.035 +(epoch: 32, iters: 7304, time: 0.304, data: 0.018) G_GAN: 4.143 G_L1: 2.487 D_real: 0.155 D_fake: 0.019 +(epoch: 32, iters: 7404, time: 0.298, data: 0.017) G_GAN: 3.573 G_L1: 2.985 D_real: 0.024 D_fake: 0.126 +(epoch: 32, iters: 7504, time: 0.563, data: 0.017) G_GAN: 4.207 G_L1: 4.142 D_real: 0.078 D_fake: 0.119 +(epoch: 32, iters: 7604, time: 0.290, data: 0.017) G_GAN: 5.939 G_L1: 4.743 D_real: 0.027 D_fake: 0.010 +(epoch: 32, iters: 7704, time: 0.300, data: 0.016) G_GAN: 4.773 G_L1: 3.014 D_real: 0.015 D_fake: 0.092 +(epoch: 32, iters: 7804, time: 0.300, data: 0.021) G_GAN: 5.026 G_L1: 5.259 D_real: 0.001 D_fake: 0.024 +(epoch: 32, iters: 7904, time: 0.416, data: 0.021) G_GAN: 3.877 G_L1: 3.398 D_real: 0.001 D_fake: 0.083 +(epoch: 32, iters: 8004, time: 0.294, data: 0.020) G_GAN: 4.674 G_L1: 3.696 D_real: 0.007 D_fake: 0.344 +(epoch: 32, iters: 8104, time: 0.297, data: 0.016) G_GAN: 3.613 G_L1: 4.270 D_real: 0.005 D_fake: 0.425 +(epoch: 32, iters: 8204, time: 0.301, data: 0.017) G_GAN: 4.947 G_L1: 4.014 D_real: 0.043 D_fake: 0.035 +(epoch: 32, iters: 8304, time: 0.412, data: 0.017) G_GAN: 3.154 G_L1: 4.299 D_real: 0.850 D_fake: 0.036 +(epoch: 32, iters: 8404, time: 0.285, data: 0.018) G_GAN: 5.226 G_L1: 4.492 D_real: 0.005 D_fake: 0.240 +(epoch: 32, iters: 8504, time: 0.297, data: 0.018) G_GAN: 4.978 G_L1: 7.186 D_real: 0.009 D_fake: 0.022 +(epoch: 32, iters: 8604, time: 0.296, data: 0.018) G_GAN: 4.618 G_L1: 4.624 D_real: 0.001 D_fake: 0.115 +(epoch: 32, iters: 8704, time: 0.415, data: 0.017) G_GAN: 3.229 G_L1: 3.494 D_real: 0.051 D_fake: 0.344 +(epoch: 32, iters: 8804, time: 0.303, data: 0.018) G_GAN: 4.502 G_L1: 8.134 D_real: 0.001 D_fake: 0.084 +(epoch: 32, iters: 8904, time: 0.300, data: 0.019) G_GAN: 4.763 G_L1: 5.021 D_real: 0.051 D_fake: 0.047 +(epoch: 32, iters: 9004, time: 0.301, data: 0.017) G_GAN: 5.409 G_L1: 4.718 D_real: 0.190 D_fake: 0.034 +(epoch: 32, iters: 9104, time: 0.418, data: 0.018) G_GAN: 4.796 G_L1: 4.950 D_real: 0.022 D_fake: 0.030 +(epoch: 32, iters: 9204, time: 0.301, data: 0.020) G_GAN: 3.066 G_L1: 3.011 D_real: 0.269 D_fake: 0.223 +(epoch: 32, iters: 9304, time: 0.303, data: 0.018) G_GAN: 7.762 G_L1: 6.422 D_real: 0.043 D_fake: 0.008 +(epoch: 32, iters: 9404, time: 0.288, data: 0.020) G_GAN: 4.513 G_L1: 3.366 D_real: 0.071 D_fake: 0.045 +(epoch: 32, iters: 9504, time: 0.561, data: 0.016) G_GAN: 5.734 G_L1: 3.525 D_real: 0.088 D_fake: 0.007 +(epoch: 32, iters: 9604, time: 0.302, data: 0.020) G_GAN: 3.837 G_L1: 3.055 D_real: 0.063 D_fake: 0.051 +(epoch: 32, iters: 9704, time: 0.300, data: 0.018) G_GAN: 4.208 G_L1: 5.091 D_real: 0.007 D_fake: 0.120 +(epoch: 32, iters: 9804, time: 0.302, data: 0.019) G_GAN: 3.452 G_L1: 3.782 D_real: 0.108 D_fake: 0.115 +(epoch: 32, iters: 9904, time: 0.382, data: 0.017) G_GAN: 5.513 G_L1: 2.661 D_real: 0.449 D_fake: 0.008 +(epoch: 32, iters: 10004, time: 0.302, data: 0.019) G_GAN: 4.337 G_L1: 4.197 D_real: 0.065 D_fake: 0.343 +(epoch: 32, iters: 10104, time: 0.298, data: 0.018) G_GAN: 3.786 G_L1: 4.114 D_real: 0.629 D_fake: 0.020 +(epoch: 32, iters: 10204, time: 0.305, data: 0.021) G_GAN: 3.180 G_L1: 2.723 D_real: 0.193 D_fake: 0.114 +(epoch: 32, iters: 10304, time: 0.417, data: 0.018) G_GAN: 4.599 G_L1: 6.619 D_real: 0.336 D_fake: 0.020 +(epoch: 32, iters: 10404, time: 0.304, data: 0.019) G_GAN: 5.183 G_L1: 4.465 D_real: 0.001 D_fake: 0.034 +(epoch: 32, iters: 10504, time: 0.299, data: 0.017) G_GAN: 3.725 G_L1: 4.099 D_real: 0.287 D_fake: 0.087 +(epoch: 32, iters: 10604, time: 0.294, data: 0.016) G_GAN: 7.347 G_L1: 3.703 D_real: 0.178 D_fake: 0.393 +(epoch: 32, iters: 10704, time: 0.427, data: 0.021) G_GAN: 3.469 G_L1: 5.474 D_real: 0.344 D_fake: 0.046 +(epoch: 32, iters: 10804, time: 0.297, data: 0.018) G_GAN: 3.708 G_L1: 3.479 D_real: 0.332 D_fake: 0.157 +(epoch: 32, iters: 10904, time: 0.278, data: 0.017) G_GAN: 3.822 G_L1: 3.450 D_real: 0.217 D_fake: 0.056 +(epoch: 32, iters: 11004, time: 0.303, data: 0.015) G_GAN: 5.011 G_L1: 6.038 D_real: 0.049 D_fake: 0.070 +(epoch: 32, iters: 11104, time: 0.417, data: 0.018) G_GAN: 3.262 G_L1: 2.847 D_real: 0.413 D_fake: 0.043 +(epoch: 32, iters: 11204, time: 0.303, data: 0.020) G_GAN: 4.340 G_L1: 4.161 D_real: 0.109 D_fake: 0.043 +(epoch: 32, iters: 11304, time: 0.289, data: 0.025) G_GAN: 4.314 G_L1: 2.092 D_real: 0.130 D_fake: 0.021 +(epoch: 32, iters: 11404, time: 0.307, data: 0.019) G_GAN: 2.460 G_L1: 3.173 D_real: 0.310 D_fake: 0.164 +(epoch: 32, iters: 11504, time: 0.576, data: 0.018) G_GAN: 3.414 G_L1: 3.340 D_real: 0.056 D_fake: 0.148 +(epoch: 32, iters: 11604, time: 0.303, data: 0.020) G_GAN: 4.029 G_L1: 3.955 D_real: 0.109 D_fake: 0.102 +(epoch: 32, iters: 11704, time: 0.295, data: 0.018) G_GAN: 6.937 G_L1: 8.144 D_real: 0.174 D_fake: 0.020 +(epoch: 32, iters: 11804, time: 0.296, data: 0.016) G_GAN: 5.146 G_L1: 5.045 D_real: 0.135 D_fake: 0.022 +(epoch: 32, iters: 11904, time: 0.420, data: 0.017) G_GAN: 6.072 G_L1: 5.954 D_real: 0.000 D_fake: 0.069 +(epoch: 32, iters: 12004, time: 0.288, data: 0.019) G_GAN: 4.903 G_L1: 3.375 D_real: 0.026 D_fake: 0.106 +(epoch: 32, iters: 12104, time: 0.288, data: 0.017) G_GAN: 3.223 G_L1: 7.031 D_real: 0.255 D_fake: 0.088 +(epoch: 32, iters: 12204, time: 0.304, data: 0.018) G_GAN: 4.511 G_L1: 3.722 D_real: 0.029 D_fake: 0.053 +(epoch: 32, iters: 12304, time: 0.414, data: 0.018) G_GAN: 5.610 G_L1: 5.127 D_real: 0.086 D_fake: 0.254 +(epoch: 32, iters: 12404, time: 0.304, data: 0.017) G_GAN: 4.456 G_L1: 5.788 D_real: 0.782 D_fake: 0.012 +(epoch: 32, iters: 12504, time: 0.304, data: 0.018) G_GAN: 9.289 G_L1: 4.636 D_real: 0.001 D_fake: 0.002 +(epoch: 32, iters: 12604, time: 0.303, data: 0.018) G_GAN: 6.161 G_L1: 3.470 D_real: 0.003 D_fake: 0.102 +(epoch: 32, iters: 12704, time: 0.415, data: 0.018) G_GAN: 3.609 G_L1: 4.230 D_real: 0.217 D_fake: 0.051 +(epoch: 32, iters: 12804, time: 0.307, data: 0.021) G_GAN: 8.195 G_L1: 6.887 D_real: 0.002 D_fake: 0.003 +(epoch: 32, iters: 12904, time: 0.293, data: 0.017) G_GAN: 4.283 G_L1: 4.384 D_real: 0.169 D_fake: 0.112 +(epoch: 32, iters: 13004, time: 0.301, data: 0.016) G_GAN: 6.141 G_L1: 4.097 D_real: 0.009 D_fake: 0.013 +(epoch: 32, iters: 13104, time: 0.418, data: 0.017) G_GAN: 4.487 G_L1: 4.102 D_real: 0.005 D_fake: 0.076 +(epoch: 32, iters: 13204, time: 0.293, data: 0.018) G_GAN: 5.209 G_L1: 4.749 D_real: 0.000 D_fake: 0.142 +(epoch: 32, iters: 13304, time: 0.305, data: 0.021) G_GAN: 6.670 G_L1: 4.399 D_real: 0.050 D_fake: 0.079 +(epoch: 32, iters: 13404, time: 0.302, data: 0.017) G_GAN: 4.301 G_L1: 4.812 D_real: 0.011 D_fake: 0.251 +(epoch: 32, iters: 13504, time: 0.526, data: 0.019) G_GAN: 3.410 G_L1: 3.501 D_real: 0.037 D_fake: 0.226 +(epoch: 32, iters: 13604, time: 0.286, data: 0.019) G_GAN: 7.854 G_L1: 3.870 D_real: 0.359 D_fake: 0.001 +(epoch: 32, iters: 13704, time: 0.297, data: 0.016) G_GAN: 3.956 G_L1: 4.731 D_real: 0.214 D_fake: 0.097 +(epoch: 32, iters: 13804, time: 0.302, data: 0.019) G_GAN: 7.345 G_L1: 4.537 D_real: 0.043 D_fake: 0.033 +(epoch: 32, iters: 13904, time: 0.415, data: 0.017) G_GAN: 4.744 G_L1: 4.126 D_real: 0.004 D_fake: 0.236 +(epoch: 32, iters: 14004, time: 0.303, data: 0.021) G_GAN: 4.368 G_L1: 4.491 D_real: 0.086 D_fake: 0.038 +(epoch: 32, iters: 14104, time: 0.300, data: 0.017) G_GAN: 3.286 G_L1: 3.585 D_real: 0.109 D_fake: 0.200 +(epoch: 32, iters: 14204, time: 0.295, data: 0.017) G_GAN: 4.013 G_L1: 6.365 D_real: 0.269 D_fake: 0.187 +(epoch: 32, iters: 14304, time: 0.419, data: 0.016) G_GAN: 8.401 G_L1: 3.436 D_real: 0.010 D_fake: 0.001 +(epoch: 32, iters: 14404, time: 0.298, data: 0.019) G_GAN: 6.671 G_L1: 3.520 D_real: 0.028 D_fake: 0.035 +(epoch: 32, iters: 14504, time: 0.304, data: 0.017) G_GAN: 6.712 G_L1: 6.114 D_real: 0.007 D_fake: 0.005 +(epoch: 32, iters: 14604, time: 0.300, data: 0.019) G_GAN: 5.227 G_L1: 4.000 D_real: 0.001 D_fake: 0.035 +(epoch: 32, iters: 14704, time: 0.408, data: 0.018) G_GAN: 6.484 G_L1: 4.612 D_real: 0.094 D_fake: 0.033 +(epoch: 32, iters: 14804, time: 0.304, data: 0.021) G_GAN: 5.808 G_L1: 7.346 D_real: 0.000 D_fake: 0.018 +(epoch: 32, iters: 14904, time: 0.290, data: 0.019) G_GAN: 4.590 G_L1: 5.600 D_real: 0.029 D_fake: 0.085 +(epoch: 32, iters: 15004, time: 0.301, data: 0.017) G_GAN: 7.370 G_L1: 8.191 D_real: 0.194 D_fake: 0.002 +(epoch: 32, iters: 15104, time: 0.425, data: 0.018) G_GAN: 7.835 G_L1: 5.490 D_real: 0.002 D_fake: 0.009 +(epoch: 32, iters: 15204, time: 0.297, data: 0.019) G_GAN: 4.829 G_L1: 5.294 D_real: 0.017 D_fake: 0.157 +(epoch: 32, iters: 15304, time: 0.303, data: 0.017) G_GAN: 7.263 G_L1: 7.708 D_real: 0.000 D_fake: 0.007 +(epoch: 32, iters: 15404, time: 0.293, data: 0.017) G_GAN: 4.726 G_L1: 2.751 D_real: 0.041 D_fake: 0.029 +(epoch: 32, iters: 15504, time: 0.569, data: 0.018) G_GAN: 6.348 G_L1: 5.522 D_real: 0.001 D_fake: 0.007 +(epoch: 32, iters: 15604, time: 0.297, data: 0.019) G_GAN: 3.890 G_L1: 3.578 D_real: 0.101 D_fake: 0.326 +(epoch: 32, iters: 15704, time: 0.296, data: 0.017) G_GAN: 5.077 G_L1: 6.128 D_real: 0.005 D_fake: 0.045 +(epoch: 32, iters: 15804, time: 0.301, data: 0.017) G_GAN: 5.896 G_L1: 2.703 D_real: 0.001 D_fake: 0.023 +(epoch: 32, iters: 15904, time: 0.389, data: 0.018) G_GAN: 4.859 G_L1: 3.504 D_real: 0.011 D_fake: 0.025 +(epoch: 32, iters: 16004, time: 0.295, data: 0.022) G_GAN: 3.634 G_L1: 3.281 D_real: 0.110 D_fake: 0.096 +(epoch: 32, iters: 16104, time: 0.295, data: 0.016) G_GAN: 5.578 G_L1: 5.892 D_real: 0.034 D_fake: 0.073 +(epoch: 32, iters: 16204, time: 0.293, data: 0.020) G_GAN: 3.842 G_L1: 7.534 D_real: 0.338 D_fake: 0.053 +(epoch: 32, iters: 16304, time: 0.421, data: 0.016) G_GAN: 6.149 G_L1: 5.576 D_real: 0.001 D_fake: 0.024 +(epoch: 32, iters: 16404, time: 0.301, data: 0.018) G_GAN: 3.527 G_L1: 4.641 D_real: 0.365 D_fake: 0.034 +(epoch: 32, iters: 16504, time: 0.299, data: 0.017) G_GAN: 6.164 G_L1: 6.617 D_real: 0.031 D_fake: 0.020 +(epoch: 32, iters: 16604, time: 0.302, data: 0.020) G_GAN: 5.259 G_L1: 8.474 D_real: 0.085 D_fake: 0.134 +(epoch: 32, iters: 16704, time: 0.418, data: 0.017) G_GAN: 3.221 G_L1: 3.086 D_real: 0.681 D_fake: 0.054 +(epoch: 32, iters: 16804, time: 0.296, data: 0.019) G_GAN: 4.694 G_L1: 5.024 D_real: 0.003 D_fake: 0.043 +(epoch: 32, iters: 16904, time: 0.296, data: 0.018) G_GAN: 6.311 G_L1: 3.324 D_real: 0.037 D_fake: 0.019 +(epoch: 32, iters: 17004, time: 0.298, data: 0.018) G_GAN: 6.860 G_L1: 14.031 D_real: 0.000 D_fake: 0.006 +(epoch: 32, iters: 17104, time: 0.417, data: 0.023) G_GAN: 6.950 G_L1: 6.018 D_real: 0.003 D_fake: 0.010 +(epoch: 32, iters: 17204, time: 0.302, data: 0.018) G_GAN: 5.395 G_L1: 3.648 D_real: 0.003 D_fake: 0.049 +(epoch: 32, iters: 17304, time: 0.303, data: 0.018) G_GAN: 7.484 G_L1: 4.255 D_real: 0.082 D_fake: 0.004 +(epoch: 32, iters: 17404, time: 0.292, data: 0.018) G_GAN: 4.861 G_L1: 6.430 D_real: 0.170 D_fake: 0.016 +(epoch: 32, iters: 17504, time: 0.548, data: 0.018) G_GAN: 4.498 G_L1: 5.407 D_real: 0.000 D_fake: 0.048 +(epoch: 32, iters: 17604, time: 0.295, data: 0.020) G_GAN: 4.550 G_L1: 4.561 D_real: 0.130 D_fake: 0.072 +(epoch: 32, iters: 17704, time: 0.300, data: 0.016) G_GAN: 4.147 G_L1: 4.244 D_real: 0.102 D_fake: 0.050 +(epoch: 32, iters: 17804, time: 0.298, data: 0.016) G_GAN: 4.823 G_L1: 4.088 D_real: 0.019 D_fake: 0.056 +(epoch: 32, iters: 17904, time: 0.410, data: 0.018) G_GAN: 4.164 G_L1: 3.948 D_real: 0.371 D_fake: 0.033 +(epoch: 32, iters: 18004, time: 0.293, data: 0.017) G_GAN: 6.294 G_L1: 4.731 D_real: 0.002 D_fake: 0.018 +(epoch: 32, iters: 18104, time: 0.299, data: 0.018) G_GAN: 6.313 G_L1: 4.427 D_real: 0.015 D_fake: 0.061 +(epoch: 32, iters: 18204, time: 0.292, data: 0.018) G_GAN: 8.677 G_L1: 5.954 D_real: 0.003 D_fake: 0.572 +(epoch: 32, iters: 18304, time: 0.405, data: 0.016) G_GAN: 5.169 G_L1: 5.049 D_real: 0.012 D_fake: 0.026 +(epoch: 32, iters: 18404, time: 0.305, data: 0.019) G_GAN: 6.548 G_L1: 7.789 D_real: 0.003 D_fake: 0.039 +(epoch: 32, iters: 18504, time: 0.297, data: 0.018) G_GAN: 5.035 G_L1: 4.627 D_real: 0.029 D_fake: 0.049 +(epoch: 32, iters: 18604, time: 0.299, data: 0.017) G_GAN: 4.233 G_L1: 3.760 D_real: 0.646 D_fake: 0.433 +(epoch: 32, iters: 18704, time: 0.400, data: 0.020) G_GAN: 5.277 G_L1: 3.384 D_real: 0.026 D_fake: 0.020 +(epoch: 32, iters: 18804, time: 0.307, data: 0.018) G_GAN: 5.594 G_L1: 4.237 D_real: 0.009 D_fake: 0.087 +(epoch: 32, iters: 18904, time: 0.298, data: 0.019) G_GAN: 3.454 G_L1: 2.929 D_real: 0.370 D_fake: 0.223 +(epoch: 32, iters: 19004, time: 0.297, data: 0.020) G_GAN: 7.000 G_L1: 5.083 D_real: 0.024 D_fake: 0.134 +(epoch: 32, iters: 19104, time: 0.428, data: 0.019) G_GAN: 6.624 G_L1: 10.630 D_real: 0.434 D_fake: 0.010 +(epoch: 32, iters: 19204, time: 0.302, data: 0.018) G_GAN: 4.556 G_L1: 2.769 D_real: 0.080 D_fake: 0.090 +(epoch: 32, iters: 19304, time: 0.304, data: 0.020) G_GAN: 4.597 G_L1: 4.670 D_real: 0.020 D_fake: 0.358 +(epoch: 32, iters: 19404, time: 0.303, data: 0.016) G_GAN: 5.200 G_L1: 3.150 D_real: 0.137 D_fake: 0.016 +(epoch: 32, iters: 19504, time: 0.522, data: 0.018) G_GAN: 5.842 G_L1: 3.762 D_real: 0.015 D_fake: 0.030 +(epoch: 32, iters: 19604, time: 0.296, data: 0.017) G_GAN: 6.168 G_L1: 4.334 D_real: 0.009 D_fake: 0.035 +(epoch: 32, iters: 19704, time: 0.303, data: 0.020) G_GAN: 7.513 G_L1: 10.888 D_real: 0.013 D_fake: 0.059 +(epoch: 32, iters: 19804, time: 0.305, data: 0.018) G_GAN: 5.740 G_L1: 4.622 D_real: 0.011 D_fake: 0.014 +(epoch: 32, iters: 19904, time: 0.415, data: 0.019) G_GAN: 3.080 G_L1: 3.444 D_real: 0.089 D_fake: 0.076 +(epoch: 32, iters: 20004, time: 0.305, data: 0.019) G_GAN: 5.578 G_L1: 3.679 D_real: 0.047 D_fake: 0.018 +(epoch: 32, iters: 20104, time: 0.307, data: 0.023) G_GAN: 5.584 G_L1: 5.991 D_real: 0.057 D_fake: 0.026 +(epoch: 32, iters: 20204, time: 0.290, data: 0.019) G_GAN: 5.508 G_L1: 2.823 D_real: 0.022 D_fake: 0.210 +(epoch: 32, iters: 20304, time: 0.420, data: 0.017) G_GAN: 4.946 G_L1: 6.639 D_real: 0.046 D_fake: 0.041 +(epoch: 32, iters: 20404, time: 0.299, data: 0.019) G_GAN: 3.812 G_L1: 4.919 D_real: 0.101 D_fake: 0.019 +(epoch: 32, iters: 20504, time: 0.296, data: 0.019) G_GAN: 14.618 G_L1: 9.103 D_real: 0.213 D_fake: 0.000 +(epoch: 32, iters: 20604, time: 0.291, data: 0.017) G_GAN: 7.504 G_L1: 13.030 D_real: 0.002 D_fake: 0.002 +(epoch: 32, iters: 20704, time: 0.425, data: 0.018) G_GAN: 4.829 G_L1: 4.760 D_real: 0.017 D_fake: 0.012 +(epoch: 32, iters: 20804, time: 0.284, data: 0.019) G_GAN: 6.357 G_L1: 4.366 D_real: 0.000 D_fake: 0.017 +(epoch: 32, iters: 20904, time: 0.297, data: 0.017) G_GAN: 6.790 G_L1: 4.997 D_real: 0.000 D_fake: 0.023 +(epoch: 32, iters: 21004, time: 0.307, data: 0.017) G_GAN: 6.316 G_L1: 6.711 D_real: 0.001 D_fake: 0.017 +(epoch: 32, iters: 21104, time: 0.419, data: 0.019) G_GAN: 4.628 G_L1: 6.107 D_real: 0.024 D_fake: 0.209 +(epoch: 32, iters: 21204, time: 0.302, data: 0.020) G_GAN: 4.424 G_L1: 4.994 D_real: 0.000 D_fake: 0.251 +(epoch: 32, iters: 21304, time: 0.296, data: 0.021) G_GAN: 4.738 G_L1: 6.531 D_real: 0.002 D_fake: 0.050 +(epoch: 32, iters: 21404, time: 0.303, data: 0.018) G_GAN: 5.380 G_L1: 3.568 D_real: 0.001 D_fake: 0.018 +(epoch: 32, iters: 21504, time: 0.584, data: 0.019) G_GAN: 3.885 G_L1: 3.824 D_real: 0.004 D_fake: 0.016 +(epoch: 32, iters: 21604, time: 0.302, data: 0.019) G_GAN: 5.466 G_L1: 11.294 D_real: 0.000 D_fake: 0.015 +(epoch: 32, iters: 21704, time: 0.303, data: 0.028) G_GAN: 5.263 G_L1: 6.520 D_real: 0.000 D_fake: 0.037 +(epoch: 32, iters: 21804, time: 0.301, data: 0.018) G_GAN: 5.339 G_L1: 6.878 D_real: 0.000 D_fake: 0.110 +(epoch: 32, iters: 21904, time: 0.404, data: 0.018) G_GAN: 3.086 G_L1: 3.756 D_real: 0.000 D_fake: 0.405 +(epoch: 32, iters: 22004, time: 0.308, data: 0.017) G_GAN: 4.160 G_L1: 4.214 D_real: 0.000 D_fake: 0.092 +(epoch: 32, iters: 22104, time: 0.299, data: 0.023) G_GAN: 3.924 G_L1: 4.841 D_real: 0.000 D_fake: 0.043 +(epoch: 32, iters: 22204, time: 0.295, data: 0.019) G_GAN: 4.033 G_L1: 3.693 D_real: 0.035 D_fake: 0.243 +(epoch: 32, iters: 22304, time: 0.415, data: 0.018) G_GAN: 3.242 G_L1: 4.279 D_real: 0.002 D_fake: 0.063 +(epoch: 32, iters: 22404, time: 0.294, data: 0.019) G_GAN: 6.254 G_L1: 7.477 D_real: 0.000 D_fake: 0.031 +(epoch: 32, iters: 22504, time: 0.291, data: 0.017) G_GAN: 3.928 G_L1: 4.703 D_real: 0.000 D_fake: 0.140 +(epoch: 32, iters: 22604, time: 0.292, data: 0.016) G_GAN: 5.332 G_L1: 5.626 D_real: 0.006 D_fake: 0.013 +(epoch: 32, iters: 22704, time: 0.406, data: 0.018) G_GAN: 3.567 G_L1: 3.910 D_real: 0.000 D_fake: 0.270 +(epoch: 32, iters: 22804, time: 0.303, data: 0.020) G_GAN: 6.423 G_L1: 8.513 D_real: 0.010 D_fake: 0.082 +(epoch: 32, iters: 22904, time: 0.295, data: 0.018) G_GAN: 0.832 G_L1: 3.728 D_real: 0.002 D_fake: 0.025 +(epoch: 32, iters: 23004, time: 0.295, data: 0.018) G_GAN: 2.709 G_L1: 4.596 D_real: 0.000 D_fake: 0.172 +(epoch: 32, iters: 23104, time: 0.408, data: 0.019) G_GAN: 2.994 G_L1: 3.561 D_real: 0.014 D_fake: 0.098 +(epoch: 32, iters: 23204, time: 0.289, data: 0.018) G_GAN: 6.716 G_L1: 4.913 D_real: 0.000 D_fake: 0.014 +(epoch: 32, iters: 23304, time: 0.287, data: 0.017) G_GAN: 4.706 G_L1: 6.172 D_real: 0.128 D_fake: 0.020 +(epoch: 32, iters: 23404, time: 0.290, data: 0.015) G_GAN: 3.724 G_L1: 7.525 D_real: 0.000 D_fake: 0.279 +(epoch: 32, iters: 23504, time: 0.551, data: 0.016) G_GAN: 4.672 G_L1: 5.604 D_real: 0.000 D_fake: 0.600 +(epoch: 32, iters: 23604, time: 0.295, data: 0.018) G_GAN: 3.080 G_L1: 4.435 D_real: 0.000 D_fake: 0.237 +(epoch: 32, iters: 23704, time: 0.306, data: 0.022) G_GAN: 3.830 G_L1: 6.072 D_real: 0.000 D_fake: 0.387 +(epoch: 32, iters: 23804, time: 0.304, data: 0.022) G_GAN: 3.788 G_L1: 4.732 D_real: 0.000 D_fake: 0.076 +(epoch: 32, iters: 23904, time: 0.413, data: 0.019) G_GAN: 3.301 G_L1: 5.910 D_real: 0.001 D_fake: 0.120 +(epoch: 32, iters: 24004, time: 0.303, data: 0.017) G_GAN: 3.101 G_L1: 5.286 D_real: 0.003 D_fake: 0.310 +(epoch: 32, iters: 24104, time: 0.304, data: 0.019) G_GAN: 2.921 G_L1: 3.831 D_real: 0.001 D_fake: 0.445 +(epoch: 32, iters: 24204, time: 0.300, data: 0.017) G_GAN: 2.324 G_L1: 4.165 D_real: 0.000 D_fake: 0.532 +(epoch: 32, iters: 24304, time: 0.419, data: 0.018) G_GAN: 4.150 G_L1: 4.137 D_real: 0.000 D_fake: 0.105 +(epoch: 32, iters: 24404, time: 0.293, data: 0.019) G_GAN: 0.844 G_L1: 4.612 D_real: 0.001 D_fake: 0.121 +(epoch: 32, iters: 24504, time: 0.305, data: 0.019) G_GAN: 2.721 G_L1: 4.649 D_real: 0.000 D_fake: 0.350 +(epoch: 32, iters: 24604, time: 0.297, data: 0.019) G_GAN: 3.765 G_L1: 4.452 D_real: 0.001 D_fake: 0.103 +(epoch: 32, iters: 24704, time: 0.416, data: 0.018) G_GAN: 3.840 G_L1: 7.521 D_real: 0.000 D_fake: 0.084 +(epoch: 32, iters: 24804, time: 0.303, data: 0.023) G_GAN: 4.598 G_L1: 5.121 D_real: 0.004 D_fake: 0.102 +(epoch: 32, iters: 24904, time: 0.301, data: 0.018) G_GAN: 3.863 G_L1: 4.160 D_real: 0.000 D_fake: 0.438 +(epoch: 32, iters: 25004, time: 0.294, data: 0.017) G_GAN: 3.096 G_L1: 4.601 D_real: 0.000 D_fake: 0.197 +(epoch: 32, iters: 25104, time: 0.416, data: 0.018) G_GAN: 2.898 G_L1: 7.466 D_real: 0.000 D_fake: 0.131 +(epoch: 32, iters: 25204, time: 0.297, data: 0.019) G_GAN: 3.396 G_L1: 4.582 D_real: 0.000 D_fake: 0.128 +(epoch: 32, iters: 25304, time: 0.303, data: 0.018) G_GAN: 2.387 G_L1: 3.768 D_real: 0.000 D_fake: 1.373 +(epoch: 32, iters: 25404, time: 0.302, data: 0.020) G_GAN: 1.866 G_L1: 4.556 D_real: 0.000 D_fake: 0.375 +(epoch: 32, iters: 25504, time: 0.559, data: 0.019) G_GAN: 2.851 G_L1: 3.721 D_real: 0.031 D_fake: 0.158 +(epoch: 32, iters: 25604, time: 0.297, data: 0.022) G_GAN: 3.415 G_L1: 5.060 D_real: 0.000 D_fake: 0.239 +(epoch: 32, iters: 25704, time: 0.297, data: 0.017) G_GAN: 1.951 G_L1: 4.390 D_real: 0.000 D_fake: 0.173 +(epoch: 32, iters: 25804, time: 0.293, data: 0.018) G_GAN: 2.962 G_L1: 4.077 D_real: 0.000 D_fake: 0.327 +(epoch: 32, iters: 25904, time: 0.424, data: 0.017) G_GAN: 2.674 G_L1: 4.778 D_real: 0.000 D_fake: 0.351 +(epoch: 32, iters: 26004, time: 0.296, data: 0.018) G_GAN: 2.121 G_L1: 4.417 D_real: 0.000 D_fake: 0.262 +(epoch: 32, iters: 26104, time: 0.310, data: 0.018) G_GAN: 5.169 G_L1: 5.582 D_real: 0.000 D_fake: 0.057 +(epoch: 32, iters: 26204, time: 0.298, data: 0.019) G_GAN: 2.296 G_L1: 5.020 D_real: 0.001 D_fake: 0.331 +(epoch: 32, iters: 26304, time: 0.413, data: 0.017) G_GAN: 2.508 G_L1: 4.500 D_real: 0.007 D_fake: 0.229 +(epoch: 32, iters: 26404, time: 0.300, data: 0.018) G_GAN: 2.247 G_L1: 4.580 D_real: 0.000 D_fake: 0.126 +(epoch: 32, iters: 26504, time: 0.303, data: 0.018) G_GAN: 1.663 G_L1: 5.091 D_real: 0.000 D_fake: 0.217 +(epoch: 32, iters: 26604, time: 0.296, data: 0.021) G_GAN: 4.792 G_L1: 6.960 D_real: 0.000 D_fake: 0.023 +(epoch: 32, iters: 26704, time: 0.384, data: 0.018) G_GAN: 1.037 G_L1: 5.966 D_real: 0.001 D_fake: 0.745 +(epoch: 32, iters: 26804, time: 0.305, data: 0.021) G_GAN: 2.517 G_L1: 5.257 D_real: 0.000 D_fake: 0.720 +(epoch: 32, iters: 26904, time: 0.300, data: 0.018) G_GAN: 2.704 G_L1: 4.923 D_real: 0.000 D_fake: 0.305 +(epoch: 32, iters: 27004, time: 0.295, data: 0.018) G_GAN: 2.606 G_L1: 6.404 D_real: 0.000 D_fake: 0.280 +(epoch: 32, iters: 27104, time: 0.402, data: 0.017) G_GAN: 3.477 G_L1: 7.246 D_real: 0.000 D_fake: 1.245 +(epoch: 32, iters: 27204, time: 0.292, data: 0.018) G_GAN: 2.660 G_L1: 4.395 D_real: 0.000 D_fake: 0.333 +(epoch: 32, iters: 27304, time: 0.303, data: 0.019) G_GAN: 3.143 G_L1: 5.743 D_real: 0.000 D_fake: 0.195 +(epoch: 32, iters: 27404, time: 0.302, data: 0.018) G_GAN: 3.281 G_L1: 3.593 D_real: 0.001 D_fake: 0.380 +(epoch: 32, iters: 27504, time: 0.574, data: 0.023) G_GAN: 2.368 G_L1: 4.118 D_real: 0.002 D_fake: 0.212 +(epoch: 32, iters: 27604, time: 0.299, data: 0.023) G_GAN: 2.289 G_L1: 4.860 D_real: 0.007 D_fake: 0.150 +(epoch: 32, iters: 27704, time: 0.295, data: 0.017) G_GAN: 2.715 G_L1: 4.261 D_real: 0.001 D_fake: 0.282 +(epoch: 32, iters: 27804, time: 0.297, data: 0.018) G_GAN: 1.163 G_L1: 3.571 D_real: 0.000 D_fake: 0.247 +(epoch: 32, iters: 27904, time: 0.408, data: 0.020) G_GAN: 2.625 G_L1: 5.896 D_real: 0.001 D_fake: 0.157 +(epoch: 32, iters: 28004, time: 0.312, data: 0.019) G_GAN: 2.564 G_L1: 3.761 D_real: 0.001 D_fake: 0.197 +(epoch: 32, iters: 28104, time: 0.301, data: 0.021) G_GAN: 2.500 G_L1: 5.862 D_real: 0.000 D_fake: 0.303 +(epoch: 32, iters: 28204, time: 0.302, data: 0.019) G_GAN: 3.026 G_L1: 4.807 D_real: 0.000 D_fake: 0.231 +(epoch: 32, iters: 28304, time: 0.405, data: 0.023) G_GAN: 1.454 G_L1: 4.526 D_real: 0.000 D_fake: 1.194 +(epoch: 32, iters: 28404, time: 0.301, data: 0.019) G_GAN: 1.916 G_L1: 3.658 D_real: 0.000 D_fake: 0.512 +(epoch: 32, iters: 28504, time: 0.294, data: 0.018) G_GAN: 1.483 G_L1: 3.266 D_real: 0.003 D_fake: 0.246 +(epoch: 32, iters: 28604, time: 0.305, data: 0.019) G_GAN: 2.603 G_L1: 4.141 D_real: 0.000 D_fake: 0.477 +(epoch: 32, iters: 28704, time: 0.401, data: 0.020) G_GAN: 1.424 G_L1: 3.843 D_real: 0.001 D_fake: 0.290 +(epoch: 32, iters: 28804, time: 0.292, data: 0.019) G_GAN: 3.185 G_L1: 4.487 D_real: 0.000 D_fake: 0.077 +(epoch: 32, iters: 28904, time: 0.300, data: 0.021) G_GAN: 1.593 G_L1: 6.277 D_real: 0.001 D_fake: 0.897 +(epoch: 32, iters: 29004, time: 0.300, data: 0.018) G_GAN: 2.558 G_L1: 6.642 D_real: 0.000 D_fake: 0.278 +(epoch: 32, iters: 29104, time: 0.413, data: 0.020) G_GAN: 1.818 G_L1: 3.818 D_real: 0.003 D_fake: 0.291 +(epoch: 32, iters: 29204, time: 0.305, data: 0.019) G_GAN: 2.386 G_L1: 6.982 D_real: 0.001 D_fake: 0.258 +(epoch: 32, iters: 29304, time: 0.303, data: 0.021) G_GAN: 1.192 G_L1: 5.033 D_real: 0.000 D_fake: 0.512 +(epoch: 32, iters: 29404, time: 0.298, data: 0.019) G_GAN: 1.030 G_L1: 3.296 D_real: 0.001 D_fake: 1.131 +(epoch: 32, iters: 29504, time: 0.500, data: 0.017) G_GAN: 2.997 G_L1: 5.413 D_real: 0.001 D_fake: 0.093 +(epoch: 32, iters: 29604, time: 0.297, data: 0.018) G_GAN: 1.181 G_L1: 4.290 D_real: 0.000 D_fake: 1.135 +(epoch: 32, iters: 29704, time: 0.303, data: 0.019) G_GAN: 3.013 G_L1: 4.288 D_real: 0.001 D_fake: 0.434 +(epoch: 32, iters: 29804, time: 0.298, data: 0.020) G_GAN: 2.164 G_L1: 4.232 D_real: 0.000 D_fake: 0.870 +(epoch: 32, iters: 29904, time: 0.427, data: 0.018) G_GAN: 2.022 G_L1: 4.060 D_real: 0.000 D_fake: 0.643 +(epoch: 32, iters: 30004, time: 0.296, data: 0.018) G_GAN: 2.679 G_L1: 5.543 D_real: 0.000 D_fake: 0.390 +(epoch: 32, iters: 30104, time: 0.302, data: 0.022) G_GAN: 1.941 G_L1: 5.625 D_real: 0.000 D_fake: 0.816 +(epoch: 32, iters: 30204, time: 0.302, data: 0.018) G_GAN: 2.527 G_L1: 7.615 D_real: 0.003 D_fake: 0.484 +(epoch: 32, iters: 30304, time: 0.413, data: 0.018) G_GAN: 2.753 G_L1: 11.714 D_real: 0.002 D_fake: 0.329 +(epoch: 32, iters: 30404, time: 0.293, data: 0.018) G_GAN: 1.864 G_L1: 3.771 D_real: 0.000 D_fake: 0.343 +(epoch: 32, iters: 30504, time: 0.302, data: 0.016) G_GAN: 1.601 G_L1: 4.079 D_real: 0.000 D_fake: 0.654 +(epoch: 32, iters: 30604, time: 0.303, data: 0.019) G_GAN: 2.562 G_L1: 5.423 D_real: 0.002 D_fake: 0.285 +(epoch: 32, iters: 30704, time: 0.403, data: 0.019) G_GAN: 1.659 G_L1: 3.966 D_real: 0.004 D_fake: 0.452 +(epoch: 32, iters: 30804, time: 0.302, data: 0.021) G_GAN: 1.583 G_L1: 4.985 D_real: 0.000 D_fake: 0.425 +(epoch: 32, iters: 30904, time: 0.296, data: 0.017) G_GAN: 2.487 G_L1: 4.746 D_real: 0.006 D_fake: 0.155 +(epoch: 32, iters: 31004, time: 0.294, data: 0.017) G_GAN: 2.391 G_L1: 6.288 D_real: 0.001 D_fake: 0.341 +(epoch: 32, iters: 31104, time: 0.380, data: 0.022) G_GAN: 1.473 G_L1: 4.193 D_real: 0.002 D_fake: 0.258 +(epoch: 32, iters: 31204, time: 0.304, data: 0.018) G_GAN: 1.989 G_L1: 4.790 D_real: 0.000 D_fake: 1.320 +(epoch: 32, iters: 31304, time: 0.295, data: 0.018) G_GAN: 1.730 G_L1: 3.663 D_real: 0.000 D_fake: 0.296 +(epoch: 32, iters: 31404, time: 0.301, data: 0.018) G_GAN: 2.471 G_L1: 8.052 D_real: 0.006 D_fake: 0.293 +(epoch: 32, iters: 31504, time: 0.583, data: 0.019) G_GAN: 2.226 G_L1: 5.261 D_real: 0.000 D_fake: 0.414 +(epoch: 32, iters: 31604, time: 0.303, data: 0.021) G_GAN: 2.114 G_L1: 4.748 D_real: 0.001 D_fake: 0.395 +(epoch: 32, iters: 31704, time: 0.293, data: 0.020) G_GAN: 2.061 G_L1: 6.459 D_real: 0.002 D_fake: 0.265 +(epoch: 32, iters: 31804, time: 0.296, data: 0.018) G_GAN: 2.134 G_L1: 3.846 D_real: 0.001 D_fake: 0.248 +(epoch: 32, iters: 31904, time: 0.401, data: 0.018) G_GAN: 3.572 G_L1: 5.010 D_real: 0.004 D_fake: 0.294 +(epoch: 32, iters: 32004, time: 0.305, data: 0.019) G_GAN: 1.702 G_L1: 6.031 D_real: 0.000 D_fake: 0.345 +(epoch: 32, iters: 32104, time: 0.299, data: 0.018) G_GAN: 1.655 G_L1: 4.297 D_real: 0.001 D_fake: 0.457 +(epoch: 32, iters: 32204, time: 0.303, data: 0.019) G_GAN: 1.754 G_L1: 5.073 D_real: 0.001 D_fake: 0.281 +(epoch: 32, iters: 32304, time: 0.417, data: 0.018) G_GAN: 2.983 G_L1: 5.299 D_real: 0.000 D_fake: 0.331 +(epoch: 32, iters: 32404, time: 0.308, data: 0.019) G_GAN: 2.906 G_L1: 4.994 D_real: 0.000 D_fake: 0.360 +(epoch: 32, iters: 32504, time: 0.297, data: 0.021) G_GAN: 2.040 G_L1: 3.918 D_real: 0.001 D_fake: 0.152 +(epoch: 32, iters: 32604, time: 0.296, data: 0.019) G_GAN: 1.541 G_L1: 5.182 D_real: 0.000 D_fake: 0.556 +(epoch: 32, iters: 32704, time: 0.417, data: 0.018) G_GAN: 1.565 G_L1: 4.429 D_real: 0.000 D_fake: 0.464 +(epoch: 32, iters: 32804, time: 0.283, data: 0.019) G_GAN: 1.899 G_L1: 4.117 D_real: 0.000 D_fake: 0.545 +(epoch: 32, iters: 32904, time: 0.296, data: 0.020) G_GAN: 2.471 G_L1: 3.580 D_real: 0.000 D_fake: 0.221 +(epoch: 32, iters: 33004, time: 0.304, data: 0.019) G_GAN: 2.638 G_L1: 5.224 D_real: 0.004 D_fake: 0.670 +(epoch: 32, iters: 33104, time: 0.402, data: 0.021) G_GAN: 1.347 G_L1: 4.063 D_real: 0.002 D_fake: 0.557 +(epoch: 32, iters: 33204, time: 0.300, data: 0.018) G_GAN: 1.964 G_L1: 6.037 D_real: 0.000 D_fake: 0.448 +(epoch: 32, iters: 33304, time: 0.298, data: 0.017) G_GAN: 2.378 G_L1: 7.672 D_real: 0.000 D_fake: 0.338 +(epoch: 32, iters: 33404, time: 0.302, data: 0.017) G_GAN: 1.479 G_L1: 4.923 D_real: 0.000 D_fake: 0.514 +(epoch: 32, iters: 33504, time: 0.518, data: 0.019) G_GAN: 2.068 G_L1: 5.096 D_real: 0.018 D_fake: 0.576 +(epoch: 32, iters: 33604, time: 0.301, data: 0.022) G_GAN: 1.955 G_L1: 4.626 D_real: 0.006 D_fake: 0.361 +(epoch: 32, iters: 33704, time: 0.289, data: 0.018) G_GAN: 2.698 G_L1: 4.108 D_real: 0.005 D_fake: 0.134 +(epoch: 32, iters: 33804, time: 0.305, data: 0.020) G_GAN: 1.751 G_L1: 4.091 D_real: 0.000 D_fake: 0.860 +(epoch: 32, iters: 33904, time: 0.392, data: 0.019) G_GAN: 2.175 G_L1: 3.032 D_real: 0.001 D_fake: 0.354 +(epoch: 32, iters: 34004, time: 0.304, data: 0.021) G_GAN: 1.304 G_L1: 4.786 D_real: 0.001 D_fake: 0.774 +(epoch: 32, iters: 34104, time: 0.288, data: 0.019) G_GAN: 1.524 G_L1: 3.577 D_real: 0.001 D_fake: 0.603 +(epoch: 32, iters: 34204, time: 0.291, data: 0.020) G_GAN: 1.583 G_L1: 5.846 D_real: 0.003 D_fake: 0.847 +(epoch: 32, iters: 34304, time: 0.412, data: 0.022) G_GAN: 2.080 G_L1: 4.531 D_real: 0.000 D_fake: 0.527 +(epoch: 32, iters: 34404, time: 0.308, data: 0.019) G_GAN: 2.288 G_L1: 11.301 D_real: 0.056 D_fake: 0.482 +(epoch: 32, iters: 34504, time: 0.295, data: 0.018) G_GAN: 1.359 G_L1: 3.755 D_real: 0.000 D_fake: 0.805 +(epoch: 32, iters: 34604, time: 0.298, data: 0.019) G_GAN: 1.976 G_L1: 5.163 D_real: 0.000 D_fake: 0.506 +(epoch: 32, iters: 34704, time: 0.424, data: 0.022) G_GAN: 1.561 G_L1: 5.034 D_real: 0.052 D_fake: 0.584 +(epoch: 32, iters: 34804, time: 0.304, data: 0.020) G_GAN: 1.435 G_L1: 5.024 D_real: 0.000 D_fake: 0.670 +(epoch: 32, iters: 34904, time: 0.296, data: 0.019) G_GAN: 0.961 G_L1: 4.823 D_real: 0.001 D_fake: 0.397 +(epoch: 32, iters: 35004, time: 0.304, data: 0.019) G_GAN: 2.025 G_L1: 4.779 D_real: 0.001 D_fake: 0.493 +(epoch: 32, iters: 35104, time: 0.383, data: 0.021) G_GAN: 2.169 G_L1: 5.241 D_real: 0.004 D_fake: 0.152 +(epoch: 32, iters: 35204, time: 0.294, data: 0.018) G_GAN: 1.403 G_L1: 3.496 D_real: 0.000 D_fake: 0.343 +(epoch: 32, iters: 35304, time: 0.303, data: 0.019) G_GAN: 2.676 G_L1: 5.940 D_real: 0.001 D_fake: 0.248 +(epoch: 32, iters: 35404, time: 0.305, data: 0.019) G_GAN: 1.842 G_L1: 3.843 D_real: 0.000 D_fake: 0.592 +(epoch: 32, iters: 35504, time: 0.570, data: 0.021) G_GAN: 1.893 G_L1: 3.851 D_real: 0.001 D_fake: 0.482 +(epoch: 32, iters: 35604, time: 0.305, data: 0.020) G_GAN: 2.315 G_L1: 4.405 D_real: 0.002 D_fake: 0.434 +(epoch: 32, iters: 35704, time: 0.306, data: 0.020) G_GAN: 2.788 G_L1: 4.785 D_real: 0.006 D_fake: 1.133 +(epoch: 32, iters: 35804, time: 0.302, data: 0.019) G_GAN: 1.757 G_L1: 4.739 D_real: 0.049 D_fake: 0.229 +(epoch: 32, iters: 35904, time: 0.392, data: 0.018) G_GAN: 1.552 G_L1: 4.298 D_real: 0.000 D_fake: 0.405 +(epoch: 32, iters: 36004, time: 0.299, data: 0.020) G_GAN: 2.492 G_L1: 7.565 D_real: 0.003 D_fake: 0.445 +(epoch: 32, iters: 36104, time: 0.303, data: 0.018) G_GAN: 2.120 G_L1: 4.647 D_real: 0.000 D_fake: 0.217 +(epoch: 32, iters: 36204, time: 0.303, data: 0.018) G_GAN: 2.432 G_L1: 5.671 D_real: 0.162 D_fake: 0.169 +(epoch: 32, iters: 36304, time: 0.419, data: 0.022) G_GAN: 3.113 G_L1: 7.661 D_real: 0.002 D_fake: 0.176 +(epoch: 32, iters: 36404, time: 0.303, data: 0.019) G_GAN: 1.418 G_L1: 3.871 D_real: 0.000 D_fake: 0.516 +(epoch: 32, iters: 36504, time: 0.298, data: 0.019) G_GAN: 2.578 G_L1: 5.513 D_real: 0.000 D_fake: 0.194 +(epoch: 32, iters: 36604, time: 0.294, data: 0.018) G_GAN: 1.950 G_L1: 4.862 D_real: 0.000 D_fake: 0.269 +(epoch: 32, iters: 36704, time: 0.400, data: 0.021) G_GAN: 1.337 G_L1: 4.653 D_real: 0.004 D_fake: 0.212 +(epoch: 32, iters: 36804, time: 0.310, data: 0.021) G_GAN: 1.692 G_L1: 5.870 D_real: 0.010 D_fake: 0.553 +(epoch: 32, iters: 36904, time: 0.305, data: 0.018) G_GAN: 1.142 G_L1: 4.070 D_real: 0.000 D_fake: 1.117 +(epoch: 32, iters: 37004, time: 0.304, data: 0.024) G_GAN: 1.354 G_L1: 3.525 D_real: 0.002 D_fake: 0.448 +(epoch: 32, iters: 37104, time: 0.406, data: 0.019) G_GAN: 2.547 G_L1: 5.556 D_real: 0.000 D_fake: 0.295 +(epoch: 32, iters: 37204, time: 0.295, data: 0.019) G_GAN: 2.162 G_L1: 3.087 D_real: 0.001 D_fake: 0.351 +(epoch: 32, iters: 37304, time: 0.293, data: 0.017) G_GAN: 1.702 G_L1: 4.406 D_real: 0.001 D_fake: 0.460 +(epoch: 32, iters: 37404, time: 0.308, data: 0.017) G_GAN: 1.604 G_L1: 3.395 D_real: 0.006 D_fake: 0.248 +(epoch: 32, iters: 37504, time: 0.566, data: 0.018) G_GAN: 1.434 G_L1: 2.885 D_real: 0.003 D_fake: 0.515 +(epoch: 32, iters: 37604, time: 0.301, data: 0.019) G_GAN: 1.710 G_L1: 4.464 D_real: 0.000 D_fake: 0.413 +(epoch: 32, iters: 37704, time: 0.305, data: 0.018) G_GAN: 1.775 G_L1: 5.348 D_real: 0.004 D_fake: 0.980 +(epoch: 32, iters: 37804, time: 0.301, data: 0.017) G_GAN: 3.380 G_L1: 9.016 D_real: 0.013 D_fake: 0.400 +(epoch: 32, iters: 37904, time: 0.389, data: 0.019) G_GAN: 2.348 G_L1: 4.817 D_real: 0.026 D_fake: 0.334 +(epoch: 32, iters: 38004, time: 0.304, data: 0.018) G_GAN: 2.476 G_L1: 6.438 D_real: 0.092 D_fake: 0.294 +(epoch: 32, iters: 38104, time: 0.301, data: 0.018) G_GAN: 1.804 G_L1: 4.599 D_real: 0.013 D_fake: 0.165 +(epoch: 32, iters: 38204, time: 0.301, data: 0.018) G_GAN: 1.350 G_L1: 4.966 D_real: 0.006 D_fake: 0.783 +(epoch: 32, iters: 38304, time: 0.415, data: 0.018) G_GAN: 3.060 G_L1: 3.894 D_real: 0.007 D_fake: 0.514 +(epoch: 32, iters: 38404, time: 0.302, data: 0.020) G_GAN: 1.444 G_L1: 4.581 D_real: 0.005 D_fake: 0.695 +(epoch: 32, iters: 38504, time: 0.299, data: 0.020) G_GAN: 2.250 G_L1: 6.312 D_real: 0.001 D_fake: 0.313 +(epoch: 32, iters: 38604, time: 0.292, data: 0.018) G_GAN: 3.306 G_L1: 4.860 D_real: 0.001 D_fake: 0.831 +(epoch: 32, iters: 38704, time: 0.424, data: 0.017) G_GAN: 2.116 G_L1: 5.190 D_real: 0.000 D_fake: 0.656 +(epoch: 32, iters: 38804, time: 0.304, data: 0.018) G_GAN: 1.693 G_L1: 2.938 D_real: 0.006 D_fake: 0.329 +(epoch: 32, iters: 38904, time: 0.303, data: 0.019) G_GAN: 4.056 G_L1: 6.715 D_real: 0.019 D_fake: 0.805 +(epoch: 32, iters: 39004, time: 0.302, data: 0.022) G_GAN: 5.423 G_L1: 5.346 D_real: 0.001 D_fake: 0.144 +(epoch: 32, iters: 39104, time: 0.411, data: 0.017) G_GAN: 2.586 G_L1: 5.530 D_real: 0.030 D_fake: 0.457 +(epoch: 32, iters: 39204, time: 0.303, data: 0.020) G_GAN: 1.599 G_L1: 4.254 D_real: 0.004 D_fake: 0.278 +(epoch: 32, iters: 39304, time: 0.298, data: 0.018) G_GAN: 1.792 G_L1: 4.300 D_real: 0.000 D_fake: 1.089 +(epoch: 32, iters: 39404, time: 0.293, data: 0.020) G_GAN: 2.928 G_L1: 4.669 D_real: 0.004 D_fake: 0.203 +(epoch: 32, iters: 39504, time: 0.564, data: 0.018) G_GAN: 1.993 G_L1: 3.842 D_real: 0.031 D_fake: 0.278 +(epoch: 32, iters: 39604, time: 0.290, data: 0.019) G_GAN: 1.923 G_L1: 4.499 D_real: 0.004 D_fake: 0.288 +(epoch: 32, iters: 39704, time: 0.298, data: 0.018) G_GAN: 2.863 G_L1: 6.515 D_real: 0.025 D_fake: 0.207 +(epoch: 32, iters: 39804, time: 0.303, data: 0.021) G_GAN: 4.234 G_L1: 5.340 D_real: 0.085 D_fake: 0.202 +(epoch: 32, iters: 39904, time: 0.416, data: 0.018) G_GAN: 1.918 G_L1: 4.399 D_real: 0.075 D_fake: 0.317 +(epoch: 32, iters: 40004, time: 0.294, data: 0.018) G_GAN: 2.167 G_L1: 5.609 D_real: 0.004 D_fake: 0.238 +(epoch: 32, iters: 40104, time: 0.294, data: 0.016) G_GAN: 3.122 G_L1: 4.565 D_real: 0.113 D_fake: 0.578 +(epoch: 32, iters: 40204, time: 0.290, data: 0.019) G_GAN: 3.049 G_L1: 6.112 D_real: 0.001 D_fake: 0.109 +(epoch: 32, iters: 40304, time: 0.411, data: 0.016) G_GAN: 3.860 G_L1: 4.983 D_real: 0.092 D_fake: 0.034 +(epoch: 32, iters: 40404, time: 0.302, data: 0.019) G_GAN: 3.714 G_L1: 5.337 D_real: 0.002 D_fake: 0.204 +(epoch: 32, iters: 40504, time: 0.303, data: 0.017) G_GAN: 3.139 G_L1: 10.957 D_real: 0.003 D_fake: 0.152 +(epoch: 32, iters: 40604, time: 0.287, data: 0.018) G_GAN: 2.718 G_L1: 4.654 D_real: 0.011 D_fake: 0.314 +(epoch: 32, iters: 40704, time: 0.420, data: 0.017) G_GAN: 2.725 G_L1: 5.004 D_real: 0.000 D_fake: 0.206 +(epoch: 32, iters: 40804, time: 0.302, data: 0.019) G_GAN: 2.386 G_L1: 5.221 D_real: 0.009 D_fake: 0.158 +(epoch: 32, iters: 40904, time: 0.303, data: 0.018) G_GAN: 2.287 G_L1: 5.046 D_real: 0.000 D_fake: 0.697 +(epoch: 32, iters: 41004, time: 0.291, data: 0.017) G_GAN: 2.323 G_L1: 6.826 D_real: 0.001 D_fake: 0.355 +(epoch: 32, iters: 41104, time: 0.414, data: 0.017) G_GAN: 2.257 G_L1: 5.769 D_real: 0.000 D_fake: 0.754 +(epoch: 32, iters: 41204, time: 0.298, data: 0.019) G_GAN: 2.846 G_L1: 4.201 D_real: 0.000 D_fake: 0.317 +(epoch: 32, iters: 41304, time: 0.297, data: 0.018) G_GAN: 1.857 G_L1: 4.511 D_real: 0.000 D_fake: 0.480 +(epoch: 32, iters: 41404, time: 0.295, data: 0.017) G_GAN: 1.668 G_L1: 5.176 D_real: 0.000 D_fake: 0.264 +(epoch: 32, iters: 41504, time: 0.523, data: 0.017) G_GAN: 1.161 G_L1: 3.936 D_real: 0.000 D_fake: 0.392 +(epoch: 32, iters: 41604, time: 0.300, data: 0.018) G_GAN: 1.455 G_L1: 4.693 D_real: 0.000 D_fake: 0.603 +(epoch: 32, iters: 41704, time: 0.288, data: 0.019) G_GAN: 4.265 G_L1: 5.965 D_real: 0.020 D_fake: 0.519 +(epoch: 32, iters: 41804, time: 0.299, data: 0.016) G_GAN: 2.081 G_L1: 4.207 D_real: 0.005 D_fake: 0.102 +(epoch: 32, iters: 41904, time: 0.397, data: 0.018) G_GAN: 2.418 G_L1: 4.673 D_real: 0.000 D_fake: 0.251 +(epoch: 32, iters: 42004, time: 0.281, data: 0.016) G_GAN: 1.174 G_L1: 3.656 D_real: 0.044 D_fake: 0.696 +(epoch: 32, iters: 42104, time: 0.306, data: 0.016) G_GAN: 3.031 G_L1: 4.539 D_real: 0.001 D_fake: 0.142 +(epoch: 32, iters: 42204, time: 0.292, data: 0.019) G_GAN: 3.603 G_L1: 4.276 D_real: 0.044 D_fake: 0.108 +(epoch: 32, iters: 42304, time: 0.423, data: 0.016) G_GAN: 4.697 G_L1: 6.353 D_real: 0.008 D_fake: 0.595 +(epoch: 32, iters: 42404, time: 0.305, data: 0.019) G_GAN: 1.792 G_L1: 5.190 D_real: 0.000 D_fake: 0.378 +(epoch: 32, iters: 42504, time: 0.306, data: 0.018) G_GAN: 2.631 G_L1: 5.159 D_real: 0.002 D_fake: 0.325 +(epoch: 32, iters: 42604, time: 0.299, data: 0.017) G_GAN: 1.956 G_L1: 4.504 D_real: 0.000 D_fake: 0.358 +(epoch: 32, iters: 42704, time: 0.422, data: 0.017) G_GAN: 1.769 G_L1: 4.551 D_real: 0.002 D_fake: 0.568 +(epoch: 32, iters: 42804, time: 0.307, data: 0.019) G_GAN: 2.440 G_L1: 4.504 D_real: 0.000 D_fake: 0.223 +(epoch: 32, iters: 42904, time: 0.303, data: 0.018) G_GAN: 1.489 G_L1: 4.617 D_real: 0.000 D_fake: 0.504 +(epoch: 32, iters: 43004, time: 0.296, data: 0.018) G_GAN: 2.035 G_L1: 5.170 D_real: 0.002 D_fake: 0.258 +(epoch: 32, iters: 43104, time: 0.402, data: 0.019) G_GAN: 2.429 G_L1: 4.949 D_real: 0.015 D_fake: 0.290 +(epoch: 32, iters: 43204, time: 0.302, data: 0.019) G_GAN: 1.296 G_L1: 3.977 D_real: 0.001 D_fake: 0.498 +(epoch: 32, iters: 43304, time: 0.303, data: 0.018) G_GAN: 1.806 G_L1: 4.534 D_real: 0.011 D_fake: 0.299 +(epoch: 32, iters: 43404, time: 0.298, data: 0.018) G_GAN: 1.767 G_L1: 4.591 D_real: 0.000 D_fake: 0.828 +(epoch: 32, iters: 43504, time: 0.511, data: 0.017) G_GAN: 1.652 G_L1: 4.845 D_real: 0.000 D_fake: 0.246 +(epoch: 32, iters: 43604, time: 0.306, data: 0.017) G_GAN: 2.145 G_L1: 4.702 D_real: 0.000 D_fake: 0.481 +(epoch: 32, iters: 43704, time: 0.285, data: 0.020) G_GAN: 2.202 G_L1: 5.708 D_real: 0.253 D_fake: 0.250 +(epoch: 32, iters: 43804, time: 0.298, data: 0.015) G_GAN: 1.637 G_L1: 3.864 D_real: 0.000 D_fake: 0.875 +(epoch: 32, iters: 43904, time: 0.422, data: 0.018) G_GAN: 1.470 G_L1: 4.038 D_real: 0.002 D_fake: 0.278 +(epoch: 32, iters: 44004, time: 0.297, data: 0.018) G_GAN: 2.687 G_L1: 5.445 D_real: 0.039 D_fake: 0.625 +(epoch: 32, iters: 44104, time: 0.290, data: 0.017) G_GAN: 1.529 G_L1: 5.069 D_real: 0.007 D_fake: 0.635 +(epoch: 32, iters: 44204, time: 0.303, data: 0.017) G_GAN: 1.528 G_L1: 5.895 D_real: 0.007 D_fake: 0.664 +(epoch: 32, iters: 44304, time: 0.381, data: 0.020) G_GAN: 1.425 G_L1: 5.145 D_real: 0.000 D_fake: 1.006 +(epoch: 32, iters: 44404, time: 0.310, data: 0.016) G_GAN: 1.630 G_L1: 3.434 D_real: 0.000 D_fake: 0.823 +(epoch: 32, iters: 44504, time: 0.301, data: 0.017) G_GAN: 1.225 G_L1: 3.906 D_real: 0.000 D_fake: 0.403 +(epoch: 32, iters: 44604, time: 0.282, data: 0.020) G_GAN: 1.319 G_L1: 4.523 D_real: 0.029 D_fake: 0.736 +(epoch: 32, iters: 44704, time: 0.406, data: 0.018) G_GAN: 1.838 G_L1: 9.444 D_real: 0.072 D_fake: 0.171 +(epoch: 32, iters: 44804, time: 0.304, data: 0.018) G_GAN: 5.482 G_L1: 6.985 D_real: 0.042 D_fake: 0.009 +(epoch: 32, iters: 44904, time: 0.303, data: 0.018) G_GAN: 6.319 G_L1: 6.123 D_real: 0.716 D_fake: 0.015 +(epoch: 32, iters: 45004, time: 0.295, data: 0.019) G_GAN: 3.785 G_L1: 5.885 D_real: 0.011 D_fake: 0.104 +(epoch: 32, iters: 45104, time: 0.418, data: 0.018) G_GAN: 1.497 G_L1: 4.702 D_real: 0.000 D_fake: 0.387 +(epoch: 32, iters: 45204, time: 0.306, data: 0.021) G_GAN: 2.076 G_L1: 5.532 D_real: 0.007 D_fake: 1.222 +(epoch: 32, iters: 45304, time: 0.281, data: 0.019) G_GAN: 2.783 G_L1: 4.688 D_real: 0.008 D_fake: 0.209 +(epoch: 32, iters: 45404, time: 0.305, data: 0.017) G_GAN: 3.841 G_L1: 4.375 D_real: 0.006 D_fake: 0.048 +(epoch: 32, iters: 45504, time: 0.574, data: 0.018) G_GAN: 2.721 G_L1: 5.486 D_real: 0.004 D_fake: 0.410 +(epoch: 32, iters: 45604, time: 0.294, data: 0.020) G_GAN: 2.213 G_L1: 4.748 D_real: 0.000 D_fake: 0.407 +(epoch: 32, iters: 45704, time: 0.296, data: 0.018) G_GAN: 2.409 G_L1: 4.355 D_real: 0.283 D_fake: 0.216 +(epoch: 32, iters: 45804, time: 0.299, data: 0.018) G_GAN: 2.876 G_L1: 3.552 D_real: 0.001 D_fake: 0.532 +(epoch: 32, iters: 45904, time: 0.420, data: 0.018) G_GAN: 2.582 G_L1: 4.277 D_real: 0.227 D_fake: 0.110 +(epoch: 32, iters: 46004, time: 0.308, data: 0.018) G_GAN: 3.470 G_L1: 3.869 D_real: 0.041 D_fake: 0.151 +(epoch: 32, iters: 46104, time: 0.303, data: 0.018) G_GAN: 4.604 G_L1: 7.758 D_real: 0.183 D_fake: 2.741 +(epoch: 32, iters: 46204, time: 0.289, data: 0.018) G_GAN: 2.403 G_L1: 6.405 D_real: 0.002 D_fake: 0.297 +(epoch: 32, iters: 46304, time: 0.399, data: 0.016) G_GAN: 4.318 G_L1: 8.700 D_real: 0.006 D_fake: 0.100 +(epoch: 32, iters: 46404, time: 0.296, data: 0.020) G_GAN: 3.421 G_L1: 4.623 D_real: 0.000 D_fake: 0.276 +(epoch: 32, iters: 46504, time: 0.301, data: 0.016) G_GAN: 4.744 G_L1: 4.883 D_real: 0.160 D_fake: 0.028 +(epoch: 32, iters: 46604, time: 0.294, data: 0.018) G_GAN: 3.527 G_L1: 4.650 D_real: 0.422 D_fake: 0.104 +(epoch: 32, iters: 46704, time: 0.404, data: 0.018) G_GAN: 3.815 G_L1: 3.698 D_real: 0.027 D_fake: 0.170 +(epoch: 32, iters: 46804, time: 0.304, data: 0.019) G_GAN: 3.615 G_L1: 3.630 D_real: 0.024 D_fake: 0.114 +(epoch: 32, iters: 46904, time: 0.291, data: 0.019) G_GAN: 4.619 G_L1: 6.620 D_real: 0.125 D_fake: 0.084 +(epoch: 32, iters: 47004, time: 0.309, data: 0.018) G_GAN: 4.192 G_L1: 4.461 D_real: 0.031 D_fake: 0.060 +(epoch: 32, iters: 47104, time: 0.396, data: 0.017) G_GAN: 3.351 G_L1: 5.258 D_real: 0.002 D_fake: 0.267 +(epoch: 32, iters: 47204, time: 0.305, data: 0.021) G_GAN: 3.653 G_L1: 5.442 D_real: 0.014 D_fake: 0.168 +(epoch: 32, iters: 47304, time: 0.308, data: 0.019) G_GAN: 2.660 G_L1: 4.609 D_real: 0.003 D_fake: 0.335 +(epoch: 32, iters: 47404, time: 0.302, data: 0.018) G_GAN: 3.007 G_L1: 5.115 D_real: 0.000 D_fake: 0.191 +(epoch: 32, iters: 47504, time: 0.600, data: 0.018) G_GAN: 2.354 G_L1: 4.992 D_real: 0.025 D_fake: 0.192 +(epoch: 32, iters: 47604, time: 0.301, data: 0.019) G_GAN: 2.649 G_L1: 5.604 D_real: 0.001 D_fake: 0.145 +(epoch: 32, iters: 47704, time: 0.308, data: 0.017) G_GAN: 2.137 G_L1: 4.395 D_real: 0.000 D_fake: 0.348 +(epoch: 32, iters: 47804, time: 0.304, data: 0.017) G_GAN: 2.650 G_L1: 4.451 D_real: 0.000 D_fake: 0.205 +(epoch: 32, iters: 47904, time: 0.391, data: 0.018) G_GAN: 3.213 G_L1: 7.102 D_real: 0.001 D_fake: 0.141 +(epoch: 32, iters: 48004, time: 0.308, data: 0.019) G_GAN: 1.729 G_L1: 4.018 D_real: 0.001 D_fake: 0.401 +(epoch: 32, iters: 48104, time: 0.296, data: 0.017) G_GAN: 4.431 G_L1: 6.455 D_real: 0.000 D_fake: 0.232 +(epoch: 32, iters: 48204, time: 0.304, data: 0.017) G_GAN: 1.971 G_L1: 3.615 D_real: 0.001 D_fake: 0.553 +(epoch: 32, iters: 48304, time: 0.409, data: 0.017) G_GAN: 2.250 G_L1: 4.246 D_real: 0.001 D_fake: 0.133 +(epoch: 32, iters: 48404, time: 0.305, data: 0.019) G_GAN: 3.662 G_L1: 6.403 D_real: 0.000 D_fake: 0.153 +(epoch: 32, iters: 48504, time: 0.302, data: 0.020) G_GAN: 2.871 G_L1: 4.127 D_real: 0.000 D_fake: 0.143 +(epoch: 32, iters: 48604, time: 0.299, data: 0.018) G_GAN: 2.075 G_L1: 4.426 D_real: 0.001 D_fake: 0.232 +(epoch: 32, iters: 48704, time: 0.415, data: 0.017) G_GAN: 3.080 G_L1: 4.201 D_real: 0.001 D_fake: 0.106 +(epoch: 32, iters: 48804, time: 0.301, data: 0.019) G_GAN: 3.900 G_L1: 3.248 D_real: 0.021 D_fake: 0.321 +(epoch: 32, iters: 48904, time: 0.300, data: 0.017) G_GAN: 4.088 G_L1: 3.557 D_real: 0.097 D_fake: 0.039 +(epoch: 32, iters: 49004, time: 0.303, data: 0.020) G_GAN: 2.659 G_L1: 4.340 D_real: 0.290 D_fake: 0.326 +(epoch: 32, iters: 49104, time: 0.386, data: 0.021) G_GAN: 3.474 G_L1: 4.203 D_real: 0.150 D_fake: 0.060 +(epoch: 32, iters: 49204, time: 0.301, data: 0.018) G_GAN: 4.028 G_L1: 5.189 D_real: 0.028 D_fake: 0.085 +(epoch: 32, iters: 49304, time: 0.300, data: 0.018) G_GAN: 4.160 G_L1: 5.370 D_real: 0.001 D_fake: 0.097 +(epoch: 32, iters: 49404, time: 0.299, data: 0.019) G_GAN: 5.174 G_L1: 5.827 D_real: 0.011 D_fake: 0.021 +(epoch: 32, iters: 49504, time: 0.563, data: 0.019) G_GAN: 3.500 G_L1: 3.586 D_real: 0.017 D_fake: 0.067 +(epoch: 32, iters: 49604, time: 0.299, data: 0.019) G_GAN: 3.058 G_L1: 4.459 D_real: 0.013 D_fake: 0.334 +(epoch: 32, iters: 49704, time: 0.299, data: 0.018) G_GAN: 5.580 G_L1: 5.641 D_real: 0.030 D_fake: 0.033 +(epoch: 32, iters: 49804, time: 0.292, data: 0.016) G_GAN: 5.646 G_L1: 9.100 D_real: 0.117 D_fake: 0.018 +(epoch: 32, iters: 49904, time: 0.414, data: 0.018) G_GAN: 4.045 G_L1: 3.660 D_real: 0.023 D_fake: 0.358 +(epoch: 32, iters: 50004, time: 0.292, data: 0.018) G_GAN: 3.803 G_L1: 4.552 D_real: 0.081 D_fake: 0.135 +(epoch: 32, iters: 50104, time: 0.288, data: 0.016) G_GAN: 5.108 G_L1: 6.745 D_real: 0.014 D_fake: 0.213 +(epoch: 32, iters: 50204, time: 0.294, data: 0.016) G_GAN: 6.893 G_L1: 3.657 D_real: 0.157 D_fake: 0.007 +(epoch: 32, iters: 50304, time: 0.403, data: 0.018) G_GAN: 6.423 G_L1: 3.638 D_real: 0.020 D_fake: 0.008 +(epoch: 32, iters: 50404, time: 0.297, data: 0.018) G_GAN: 3.469 G_L1: 3.801 D_real: 0.579 D_fake: 0.026 +(epoch: 32, iters: 50504, time: 0.284, data: 0.018) G_GAN: 5.478 G_L1: 7.706 D_real: 0.115 D_fake: 0.326 +(epoch: 32, iters: 50604, time: 0.275, data: 0.016) G_GAN: 6.885 G_L1: 6.005 D_real: 0.064 D_fake: 0.010 +(epoch: 32, iters: 50704, time: 0.409, data: 0.016) G_GAN: 4.403 G_L1: 3.340 D_real: 0.121 D_fake: 0.197 +(epoch: 32, iters: 50804, time: 0.299, data: 0.024) G_GAN: 4.887 G_L1: 9.133 D_real: 0.403 D_fake: 0.039 +(epoch: 32, iters: 50904, time: 0.300, data: 0.016) G_GAN: 3.897 G_L1: 5.421 D_real: 0.112 D_fake: 0.262 +(epoch: 32, iters: 51004, time: 0.301, data: 0.017) G_GAN: 3.267 G_L1: 4.076 D_real: 0.173 D_fake: 0.071 +(epoch: 32, iters: 51104, time: 0.410, data: 0.019) G_GAN: 5.259 G_L1: 4.067 D_real: 0.091 D_fake: 0.010 +(epoch: 32, iters: 51204, time: 0.303, data: 0.020) G_GAN: 4.066 G_L1: 3.140 D_real: 0.056 D_fake: 0.169 +(epoch: 32, iters: 51304, time: 0.293, data: 0.019) G_GAN: 4.325 G_L1: 4.255 D_real: 0.013 D_fake: 0.121 +(epoch: 32, iters: 51404, time: 0.303, data: 0.016) G_GAN: 4.002 G_L1: 3.975 D_real: 0.020 D_fake: 0.364 +(epoch: 32, iters: 51504, time: 0.559, data: 0.018) G_GAN: 5.572 G_L1: 5.658 D_real: 0.006 D_fake: 0.039 +(epoch: 32, iters: 51604, time: 0.289, data: 0.019) G_GAN: 5.126 G_L1: 3.149 D_real: 0.070 D_fake: 0.028 +(epoch: 32, iters: 51704, time: 0.305, data: 0.017) G_GAN: 5.446 G_L1: 5.882 D_real: 0.004 D_fake: 0.031 +(epoch: 32, iters: 51804, time: 0.298, data: 0.019) G_GAN: 3.601 G_L1: 4.312 D_real: 0.069 D_fake: 0.056 +(epoch: 32, iters: 51904, time: 0.407, data: 0.018) G_GAN: 4.502 G_L1: 7.102 D_real: 0.036 D_fake: 0.048 +(epoch: 32, iters: 52004, time: 0.303, data: 0.017) G_GAN: 4.554 G_L1: 5.186 D_real: 0.032 D_fake: 0.087 +(epoch: 32, iters: 52104, time: 0.286, data: 0.017) G_GAN: 5.680 G_L1: 6.747 D_real: 0.012 D_fake: 0.040 +(epoch: 32, iters: 52204, time: 0.300, data: 0.016) G_GAN: 5.013 G_L1: 17.044 D_real: 0.004 D_fake: 0.049 +(epoch: 32, iters: 52304, time: 0.394, data: 0.017) G_GAN: 4.820 G_L1: 3.529 D_real: 0.287 D_fake: 0.046 +(epoch: 32, iters: 52404, time: 0.290, data: 0.015) G_GAN: 4.899 G_L1: 6.151 D_real: 0.025 D_fake: 0.114 +(epoch: 32, iters: 52504, time: 0.303, data: 0.017) G_GAN: 5.183 G_L1: 4.480 D_real: 0.090 D_fake: 0.081 +(epoch: 32, iters: 52604, time: 0.299, data: 0.019) G_GAN: 2.784 G_L1: 6.514 D_real: 0.617 D_fake: 0.112 +(epoch: 32, iters: 52704, time: 0.381, data: 0.018) G_GAN: 4.604 G_L1: 4.528 D_real: 0.022 D_fake: 0.025 +(epoch: 32, iters: 52804, time: 0.293, data: 0.016) G_GAN: 5.381 G_L1: 4.928 D_real: 0.208 D_fake: 0.010 +(epoch: 32, iters: 52904, time: 0.303, data: 0.017) G_GAN: 5.015 G_L1: 5.153 D_real: 0.086 D_fake: 0.089 +(epoch: 32, iters: 53004, time: 0.303, data: 0.018) G_GAN: 6.185 G_L1: 6.664 D_real: 0.014 D_fake: 0.032 +(epoch: 32, iters: 53104, time: 0.412, data: 0.017) G_GAN: 5.581 G_L1: 6.806 D_real: 0.000 D_fake: 0.220 +(epoch: 32, iters: 53204, time: 0.292, data: 0.020) G_GAN: 6.130 G_L1: 9.760 D_real: 0.000 D_fake: 0.294 +(epoch: 32, iters: 53304, time: 0.303, data: 0.017) G_GAN: 4.397 G_L1: 5.942 D_real: 0.000 D_fake: 0.089 +(epoch: 32, iters: 53404, time: 0.288, data: 0.020) G_GAN: 3.350 G_L1: 3.647 D_real: 0.008 D_fake: 0.157 +(epoch: 32, iters: 53504, time: 0.571, data: 0.016) G_GAN: 3.965 G_L1: 4.551 D_real: 0.000 D_fake: 0.082 +(epoch: 32, iters: 53604, time: 0.308, data: 0.017) G_GAN: 3.571 G_L1: 4.960 D_real: 0.001 D_fake: 0.045 +(epoch: 32, iters: 53704, time: 0.295, data: 0.019) G_GAN: 4.089 G_L1: 5.046 D_real: 0.000 D_fake: 0.303 +(epoch: 32, iters: 53804, time: 0.300, data: 0.018) G_GAN: 5.360 G_L1: 9.574 D_real: 0.001 D_fake: 0.604 +(epoch: 32, iters: 53904, time: 0.410, data: 0.017) G_GAN: 4.885 G_L1: 6.650 D_real: 0.000 D_fake: 0.196 +(epoch: 32, iters: 54004, time: 0.289, data: 0.019) G_GAN: 3.432 G_L1: 4.051 D_real: 0.001 D_fake: 0.297 +(epoch: 32, iters: 54104, time: 0.304, data: 0.021) G_GAN: 4.533 G_L1: 5.375 D_real: 0.002 D_fake: 0.205 +(epoch: 32, iters: 54204, time: 0.289, data: 0.019) G_GAN: 6.090 G_L1: 4.702 D_real: 0.044 D_fake: 0.014 +(epoch: 32, iters: 54304, time: 0.391, data: 0.016) G_GAN: 3.808 G_L1: 3.545 D_real: 0.001 D_fake: 0.485 +(epoch: 32, iters: 54404, time: 0.279, data: 0.018) G_GAN: 2.924 G_L1: 4.174 D_real: 0.256 D_fake: 0.234 +(epoch: 32, iters: 54504, time: 0.293, data: 0.016) G_GAN: 3.798 G_L1: 4.734 D_real: 0.004 D_fake: 0.099 +(epoch: 32, iters: 54604, time: 0.296, data: 0.020) G_GAN: 3.936 G_L1: 5.123 D_real: 0.075 D_fake: 0.170 +(epoch: 32, iters: 54704, time: 0.420, data: 0.019) G_GAN: 6.654 G_L1: 10.439 D_real: 0.002 D_fake: 0.008 +(epoch: 32, iters: 54804, time: 0.303, data: 0.020) G_GAN: 7.147 G_L1: 6.756 D_real: 0.021 D_fake: 0.001 +(epoch: 32, iters: 54904, time: 0.302, data: 0.018) G_GAN: 5.581 G_L1: 6.740 D_real: 0.079 D_fake: 0.043 +(epoch: 32, iters: 55004, time: 0.311, data: 0.021) G_GAN: 5.601 G_L1: 4.162 D_real: 0.013 D_fake: 0.038 +(epoch: 32, iters: 55104, time: 0.419, data: 0.017) G_GAN: 4.208 G_L1: 4.223 D_real: 0.012 D_fake: 0.167 +(epoch: 32, iters: 55204, time: 0.291, data: 0.019) G_GAN: 4.302 G_L1: 4.338 D_real: 0.013 D_fake: 0.051 +(epoch: 32, iters: 55304, time: 0.303, data: 0.020) G_GAN: 6.660 G_L1: 4.466 D_real: 0.001 D_fake: 0.005 +(epoch: 32, iters: 55404, time: 0.294, data: 0.018) G_GAN: 4.118 G_L1: 4.905 D_real: 0.048 D_fake: 0.241 +(epoch: 32, iters: 55504, time: 0.538, data: 0.018) G_GAN: 5.254 G_L1: 8.720 D_real: 0.034 D_fake: 0.016 +(epoch: 32, iters: 55604, time: 0.305, data: 0.018) G_GAN: 6.182 G_L1: 4.580 D_real: 0.029 D_fake: 0.032 +(epoch: 32, iters: 55704, time: 0.299, data: 0.018) G_GAN: 4.067 G_L1: 5.160 D_real: 0.009 D_fake: 0.134 +(epoch: 32, iters: 55804, time: 0.298, data: 0.018) G_GAN: 3.954 G_L1: 4.450 D_real: 0.004 D_fake: 0.099 +(epoch: 32, iters: 55904, time: 0.404, data: 0.017) G_GAN: 4.012 G_L1: 5.989 D_real: 0.000 D_fake: 0.076 +(epoch: 32, iters: 56004, time: 0.308, data: 0.018) G_GAN: 4.208 G_L1: 2.949 D_real: 0.003 D_fake: 0.060 +(epoch: 32, iters: 56104, time: 0.307, data: 0.018) G_GAN: 4.544 G_L1: 6.469 D_real: 0.000 D_fake: 0.280 +(epoch: 32, iters: 56204, time: 0.286, data: 0.020) G_GAN: 2.889 G_L1: 3.978 D_real: 0.035 D_fake: 0.101 +(epoch: 32, iters: 56304, time: 0.403, data: 0.017) G_GAN: 4.124 G_L1: 4.682 D_real: 0.002 D_fake: 0.342 +(epoch: 32, iters: 56404, time: 0.305, data: 0.018) G_GAN: 4.377 G_L1: 5.099 D_real: 0.001 D_fake: 0.429 +(epoch: 32, iters: 56504, time: 0.302, data: 0.018) G_GAN: 6.677 G_L1: 5.393 D_real: 0.002 D_fake: 0.063 +(epoch: 32, iters: 56604, time: 0.295, data: 0.018) G_GAN: 4.368 G_L1: 6.537 D_real: 0.000 D_fake: 0.334 +(epoch: 32, iters: 56704, time: 0.412, data: 0.018) G_GAN: 2.984 G_L1: 5.025 D_real: 0.018 D_fake: 0.072 +(epoch: 32, iters: 56804, time: 0.293, data: 0.019) G_GAN: 3.353 G_L1: 3.706 D_real: 0.000 D_fake: 0.242 +(epoch: 32, iters: 56904, time: 0.297, data: 0.018) G_GAN: 4.385 G_L1: 4.597 D_real: 0.000 D_fake: 0.162 +(epoch: 32, iters: 57004, time: 0.303, data: 0.018) G_GAN: 3.940 G_L1: 6.248 D_real: 0.003 D_fake: 0.080 +(epoch: 32, iters: 57104, time: 0.394, data: 0.019) G_GAN: 3.416 G_L1: 3.625 D_real: 0.000 D_fake: 0.102 +(epoch: 32, iters: 57204, time: 0.292, data: 0.019) G_GAN: 4.243 G_L1: 4.694 D_real: 0.002 D_fake: 0.157 +(epoch: 32, iters: 57304, time: 0.302, data: 0.017) G_GAN: 3.522 G_L1: 11.370 D_real: 0.001 D_fake: 0.365 +(epoch: 32, iters: 57404, time: 0.288, data: 0.019) G_GAN: 3.039 G_L1: 5.049 D_real: 0.004 D_fake: 0.195 +(epoch: 32, iters: 57504, time: 0.511, data: 0.017) G_GAN: 3.521 G_L1: 3.934 D_real: 0.000 D_fake: 0.203 +(epoch: 32, iters: 57604, time: 0.303, data: 0.019) G_GAN: 5.127 G_L1: 4.270 D_real: 0.000 D_fake: 0.060 +(epoch: 32, iters: 57704, time: 0.300, data: 0.017) G_GAN: 2.406 G_L1: 5.752 D_real: 0.003 D_fake: 0.457 +(epoch: 32, iters: 57804, time: 0.304, data: 0.017) G_GAN: 2.093 G_L1: 3.616 D_real: 0.000 D_fake: 0.481 +(epoch: 32, iters: 57904, time: 0.418, data: 0.021) G_GAN: 2.669 G_L1: 5.900 D_real: 0.011 D_fake: 0.268 +(epoch: 32, iters: 58004, time: 0.300, data: 0.019) G_GAN: 2.148 G_L1: 4.401 D_real: 0.000 D_fake: 0.107 +(epoch: 32, iters: 58104, time: 0.304, data: 0.018) G_GAN: 2.072 G_L1: 4.062 D_real: 0.001 D_fake: 0.135 +(epoch: 32, iters: 58204, time: 0.303, data: 0.021) G_GAN: 2.964 G_L1: 3.877 D_real: 0.002 D_fake: 0.169 +(epoch: 32, iters: 58304, time: 0.437, data: 0.019) G_GAN: 4.435 G_L1: 9.035 D_real: 0.000 D_fake: 0.157 +(epoch: 32, iters: 58404, time: 0.294, data: 0.018) G_GAN: 3.034 G_L1: 4.584 D_real: 0.000 D_fake: 0.309 +(epoch: 32, iters: 58504, time: 0.303, data: 0.019) G_GAN: 2.364 G_L1: 3.240 D_real: 0.000 D_fake: 1.434 +(epoch: 32, iters: 58604, time: 0.302, data: 0.019) G_GAN: 2.256 G_L1: 4.592 D_real: 0.000 D_fake: 0.143 +(epoch: 32, iters: 58704, time: 0.421, data: 0.022) G_GAN: 4.000 G_L1: 5.200 D_real: 0.000 D_fake: 0.143 +(epoch: 32, iters: 58804, time: 0.299, data: 0.020) G_GAN: 4.694 G_L1: 7.158 D_real: 0.130 D_fake: 0.122 +(epoch: 32, iters: 58904, time: 0.293, data: 0.019) G_GAN: 3.212 G_L1: 4.517 D_real: 0.000 D_fake: 0.408 +(epoch: 32, iters: 59004, time: 0.304, data: 0.018) G_GAN: 4.841 G_L1: 7.089 D_real: 0.000 D_fake: 0.081 +(epoch: 32, iters: 59104, time: 0.390, data: 0.019) G_GAN: 2.632 G_L1: 5.635 D_real: 0.000 D_fake: 0.448 +(epoch: 32, iters: 59204, time: 0.303, data: 0.018) G_GAN: 3.575 G_L1: 6.602 D_real: 0.003 D_fake: 0.166 +(epoch: 32, iters: 59304, time: 0.295, data: 0.018) G_GAN: 3.516 G_L1: 5.995 D_real: 0.593 D_fake: 0.288 +(epoch: 32, iters: 59404, time: 0.305, data: 0.018) G_GAN: 3.956 G_L1: 4.017 D_real: 0.052 D_fake: 0.151 +(epoch: 32, iters: 59504, time: 0.598, data: 0.019) G_GAN: 2.032 G_L1: 4.850 D_real: 0.477 D_fake: 0.185 +(epoch: 32, iters: 59604, time: 0.278, data: 0.018) G_GAN: 4.644 G_L1: 4.274 D_real: 0.005 D_fake: 0.035 +(epoch: 32, iters: 59704, time: 0.291, data: 0.016) G_GAN: 4.192 G_L1: 5.373 D_real: 0.061 D_fake: 0.047 +(epoch: 32, iters: 59804, time: 0.294, data: 0.016) G_GAN: 2.733 G_L1: 3.357 D_real: 0.002 D_fake: 0.225 +(epoch: 32, iters: 59904, time: 0.418, data: 0.018) G_GAN: 4.220 G_L1: 4.871 D_real: 0.001 D_fake: 0.129 +(epoch: 32, iters: 60004, time: 0.294, data: 0.021) G_GAN: 5.698 G_L1: 9.901 D_real: 0.006 D_fake: 0.144 +(epoch: 33, iters: 88, time: 0.299, data: 0.019) G_GAN: 3.498 G_L1: 5.014 D_real: 0.010 D_fake: 0.261 +(epoch: 33, iters: 188, time: 0.301, data: 0.019) G_GAN: 2.695 G_L1: 4.950 D_real: 0.005 D_fake: 0.161 +(epoch: 33, iters: 288, time: 0.581, data: 0.019) G_GAN: 3.564 G_L1: 4.232 D_real: 0.002 D_fake: 0.098 +(epoch: 33, iters: 388, time: 0.303, data: 0.019) G_GAN: 3.556 G_L1: 4.745 D_real: 0.008 D_fake: 0.249 +(epoch: 33, iters: 488, time: 0.295, data: 0.021) G_GAN: 2.234 G_L1: 4.528 D_real: 0.000 D_fake: 0.498 +(epoch: 33, iters: 588, time: 0.286, data: 0.018) G_GAN: 2.777 G_L1: 3.982 D_real: 0.000 D_fake: 0.196 +(epoch: 33, iters: 688, time: 0.414, data: 0.017) G_GAN: 3.788 G_L1: 5.463 D_real: 0.000 D_fake: 0.119 +(epoch: 33, iters: 788, time: 0.303, data: 0.020) G_GAN: 3.493 G_L1: 5.446 D_real: 0.002 D_fake: 0.231 +(epoch: 33, iters: 888, time: 0.295, data: 0.019) G_GAN: 4.601 G_L1: 4.358 D_real: 0.000 D_fake: 0.080 +(epoch: 33, iters: 988, time: 0.298, data: 0.024) G_GAN: 2.403 G_L1: 4.315 D_real: 0.000 D_fake: 0.278 +(epoch: 33, iters: 1088, time: 0.393, data: 0.018) G_GAN: 5.311 G_L1: 3.542 D_real: 0.003 D_fake: 0.176 +(epoch: 33, iters: 1188, time: 0.304, data: 0.021) G_GAN: 4.508 G_L1: 4.605 D_real: 0.118 D_fake: 0.062 +(epoch: 33, iters: 1288, time: 0.293, data: 0.022) G_GAN: 3.816 G_L1: 3.700 D_real: 0.019 D_fake: 0.119 +(epoch: 33, iters: 1388, time: 0.301, data: 0.020) G_GAN: 4.296 G_L1: 5.622 D_real: 0.075 D_fake: 0.106 +(epoch: 33, iters: 1488, time: 0.503, data: 0.018) G_GAN: 5.854 G_L1: 4.401 D_real: 0.069 D_fake: 0.081 +(epoch: 33, iters: 1588, time: 0.302, data: 0.019) G_GAN: 12.703 G_L1: 4.018 D_real: 0.026 D_fake: 0.000 +(epoch: 33, iters: 1688, time: 0.307, data: 0.018) G_GAN: 2.734 G_L1: 3.822 D_real: 0.318 D_fake: 0.114 +(epoch: 33, iters: 1788, time: 0.305, data: 0.019) G_GAN: 4.367 G_L1: 3.736 D_real: 0.030 D_fake: 0.248 +(epoch: 33, iters: 1888, time: 0.385, data: 0.019) G_GAN: 4.478 G_L1: 5.518 D_real: 0.016 D_fake: 0.035 +(epoch: 33, iters: 1988, time: 0.285, data: 0.018) G_GAN: 5.664 G_L1: 8.214 D_real: 0.017 D_fake: 0.029 +(epoch: 33, iters: 2088, time: 0.293, data: 0.016) G_GAN: 3.307 G_L1: 3.805 D_real: 0.318 D_fake: 0.099 +(epoch: 33, iters: 2188, time: 0.290, data: 0.017) G_GAN: 3.546 G_L1: 3.986 D_real: 0.209 D_fake: 0.060 +(epoch: 33, iters: 2288, time: 0.408, data: 0.020) G_GAN: 4.215 G_L1: 3.424 D_real: 0.001 D_fake: 0.037 +(epoch: 33, iters: 2388, time: 0.297, data: 0.020) G_GAN: 5.374 G_L1: 7.226 D_real: 0.088 D_fake: 0.133 +(epoch: 33, iters: 2488, time: 0.302, data: 0.018) G_GAN: 7.563 G_L1: 4.608 D_real: 0.120 D_fake: 0.005 +(epoch: 33, iters: 2588, time: 0.303, data: 0.019) G_GAN: 6.091 G_L1: 9.364 D_real: 0.000 D_fake: 0.107 +(epoch: 33, iters: 2688, time: 0.399, data: 0.019) G_GAN: 3.193 G_L1: 7.621 D_real: 0.005 D_fake: 0.058 +(epoch: 33, iters: 2788, time: 0.286, data: 0.019) G_GAN: 3.889 G_L1: 7.396 D_real: 0.004 D_fake: 0.076 +(epoch: 33, iters: 2888, time: 0.311, data: 0.017) G_GAN: 3.429 G_L1: 3.535 D_real: 0.090 D_fake: 0.284 +(epoch: 33, iters: 2988, time: 0.300, data: 0.019) G_GAN: 2.420 G_L1: 6.695 D_real: 0.001 D_fake: 0.513 +(epoch: 33, iters: 3088, time: 0.407, data: 0.017) G_GAN: 4.734 G_L1: 6.213 D_real: 0.015 D_fake: 0.100 +(epoch: 33, iters: 3188, time: 0.304, data: 0.017) G_GAN: 4.739 G_L1: 4.279 D_real: 0.044 D_fake: 0.103 +(epoch: 33, iters: 3288, time: 0.306, data: 0.018) G_GAN: 3.046 G_L1: 4.049 D_real: 0.342 D_fake: 0.148 +(epoch: 33, iters: 3388, time: 0.301, data: 0.019) G_GAN: 2.715 G_L1: 4.779 D_real: 0.265 D_fake: 0.180 +(epoch: 33, iters: 3488, time: 0.536, data: 0.018) G_GAN: 3.221 G_L1: 5.172 D_real: 0.012 D_fake: 0.171 +(epoch: 33, iters: 3588, time: 0.294, data: 0.019) G_GAN: 5.757 G_L1: 6.115 D_real: 0.099 D_fake: 0.023 +(epoch: 33, iters: 3688, time: 0.302, data: 0.019) G_GAN: 4.054 G_L1: 4.952 D_real: 0.087 D_fake: 0.135 +(epoch: 33, iters: 3788, time: 0.301, data: 0.019) G_GAN: 3.925 G_L1: 4.858 D_real: 0.014 D_fake: 0.142 +(epoch: 33, iters: 3888, time: 0.414, data: 0.017) G_GAN: 3.759 G_L1: 3.267 D_real: 0.324 D_fake: 0.068 +(epoch: 33, iters: 3988, time: 0.304, data: 0.020) G_GAN: 5.589 G_L1: 3.061 D_real: 0.020 D_fake: 0.083 +(epoch: 33, iters: 4088, time: 0.300, data: 0.019) G_GAN: 5.523 G_L1: 4.356 D_real: 0.108 D_fake: 0.006 +(epoch: 33, iters: 4188, time: 0.290, data: 0.018) G_GAN: 4.380 G_L1: 3.563 D_real: 0.068 D_fake: 0.042 +(epoch: 33, iters: 4288, time: 0.393, data: 0.015) G_GAN: 4.057 G_L1: 5.250 D_real: 0.167 D_fake: 0.087 +(epoch: 33, iters: 4388, time: 0.305, data: 0.020) G_GAN: 4.443 G_L1: 3.718 D_real: 0.035 D_fake: 0.071 +(epoch: 33, iters: 4488, time: 0.303, data: 0.019) G_GAN: 3.179 G_L1: 4.052 D_real: 0.171 D_fake: 0.126 +(epoch: 33, iters: 4588, time: 0.298, data: 0.019) G_GAN: 2.777 G_L1: 2.605 D_real: 0.898 D_fake: 0.016 +(epoch: 33, iters: 4688, time: 0.416, data: 0.018) G_GAN: 6.454 G_L1: 13.716 D_real: 0.109 D_fake: 0.007 +(epoch: 33, iters: 4788, time: 0.286, data: 0.019) G_GAN: 4.065 G_L1: 4.314 D_real: 0.092 D_fake: 0.040 +(epoch: 33, iters: 4888, time: 0.296, data: 0.018) G_GAN: 4.600 G_L1: 4.309 D_real: 0.035 D_fake: 0.037 +(epoch: 33, iters: 4988, time: 0.295, data: 0.019) G_GAN: 8.390 G_L1: 7.323 D_real: 0.003 D_fake: 0.007 +(epoch: 33, iters: 5088, time: 0.400, data: 0.020) G_GAN: 4.759 G_L1: 5.419 D_real: 0.008 D_fake: 0.031 +(epoch: 33, iters: 5188, time: 0.298, data: 0.015) G_GAN: 5.197 G_L1: 4.409 D_real: 0.030 D_fake: 0.018 +(epoch: 33, iters: 5288, time: 0.300, data: 0.017) G_GAN: 3.919 G_L1: 4.624 D_real: 0.005 D_fake: 0.145 +(epoch: 33, iters: 5388, time: 0.294, data: 0.016) G_GAN: 5.182 G_L1: 3.496 D_real: 0.016 D_fake: 0.018 +(epoch: 33, iters: 5488, time: 0.515, data: 0.017) G_GAN: 4.023 G_L1: 4.070 D_real: 0.088 D_fake: 0.043 +(epoch: 33, iters: 5588, time: 0.280, data: 0.017) G_GAN: 5.618 G_L1: 2.961 D_real: 0.022 D_fake: 0.039 +(epoch: 33, iters: 5688, time: 0.290, data: 0.015) G_GAN: 7.501 G_L1: 3.525 D_real: 0.006 D_fake: 0.009 +(epoch: 33, iters: 5788, time: 0.292, data: 0.015) G_GAN: 4.690 G_L1: 5.366 D_real: 0.040 D_fake: 0.035 +(epoch: 33, iters: 5888, time: 0.416, data: 0.017) G_GAN: 7.062 G_L1: 5.122 D_real: 0.039 D_fake: 0.005 +(epoch: 33, iters: 5988, time: 0.282, data: 0.017) G_GAN: 4.679 G_L1: 4.848 D_real: 0.042 D_fake: 0.079 +(epoch: 33, iters: 6088, time: 0.301, data: 0.015) G_GAN: 4.244 G_L1: 4.633 D_real: 0.089 D_fake: 0.048 +(epoch: 33, iters: 6188, time: 0.292, data: 0.017) G_GAN: 4.880 G_L1: 3.474 D_real: 0.042 D_fake: 0.027 +(epoch: 33, iters: 6288, time: 0.410, data: 0.016) G_GAN: 4.726 G_L1: 3.786 D_real: 0.008 D_fake: 0.053 +(epoch: 33, iters: 6388, time: 0.285, data: 0.017) G_GAN: 4.388 G_L1: 6.061 D_real: 0.029 D_fake: 0.065 +(epoch: 33, iters: 6488, time: 0.294, data: 0.016) G_GAN: 3.573 G_L1: 3.360 D_real: 0.189 D_fake: 0.038 +(epoch: 33, iters: 6588, time: 0.297, data: 0.016) G_GAN: 2.974 G_L1: 2.834 D_real: 0.119 D_fake: 0.091 +(epoch: 33, iters: 6688, time: 0.413, data: 0.017) G_GAN: 5.193 G_L1: 4.434 D_real: 0.044 D_fake: 0.224 +(epoch: 33, iters: 6788, time: 0.292, data: 0.017) G_GAN: 6.015 G_L1: 4.109 D_real: 0.004 D_fake: 0.018 +(epoch: 33, iters: 6888, time: 0.287, data: 0.018) G_GAN: 6.048 G_L1: 4.489 D_real: 0.013 D_fake: 0.012 +(epoch: 33, iters: 6988, time: 0.285, data: 0.017) G_GAN: 2.769 G_L1: 6.309 D_real: 0.707 D_fake: 0.113 +(epoch: 33, iters: 7088, time: 0.414, data: 0.016) G_GAN: 4.282 G_L1: 3.593 D_real: 0.002 D_fake: 0.241 +(epoch: 33, iters: 7188, time: 0.277, data: 0.020) G_GAN: 5.520 G_L1: 6.913 D_real: 0.002 D_fake: 0.022 +(epoch: 33, iters: 7288, time: 0.298, data: 0.016) G_GAN: 3.188 G_L1: 2.196 D_real: 0.002 D_fake: 0.160 +(epoch: 33, iters: 7388, time: 0.298, data: 0.018) G_GAN: 4.762 G_L1: 4.854 D_real: 0.381 D_fake: 0.016 +(epoch: 33, iters: 7488, time: 0.568, data: 0.017) G_GAN: 4.915 G_L1: 4.397 D_real: 0.079 D_fake: 0.031 +(epoch: 33, iters: 7588, time: 0.287, data: 0.018) G_GAN: 5.234 G_L1: 7.088 D_real: 0.793 D_fake: 0.005 +(epoch: 33, iters: 7688, time: 0.293, data: 0.016) G_GAN: 6.069 G_L1: 5.011 D_real: 0.005 D_fake: 0.052 +(epoch: 33, iters: 7788, time: 0.297, data: 0.017) G_GAN: 5.842 G_L1: 5.321 D_real: 0.002 D_fake: 0.071 +(epoch: 33, iters: 7888, time: 0.399, data: 0.018) G_GAN: 4.203 G_L1: 6.328 D_real: 0.003 D_fake: 0.059 +(epoch: 33, iters: 7988, time: 0.276, data: 0.019) G_GAN: 4.701 G_L1: 5.010 D_real: 0.000 D_fake: 0.088 +(epoch: 33, iters: 8088, time: 0.304, data: 0.015) G_GAN: 4.324 G_L1: 4.613 D_real: 0.000 D_fake: 0.064 +(epoch: 33, iters: 8188, time: 0.300, data: 0.020) G_GAN: 4.955 G_L1: 8.037 D_real: 0.004 D_fake: 0.035 +(epoch: 33, iters: 8288, time: 0.417, data: 0.017) G_GAN: 4.105 G_L1: 6.606 D_real: 0.000 D_fake: 0.185 +(epoch: 33, iters: 8388, time: 0.289, data: 0.018) G_GAN: 3.252 G_L1: 4.191 D_real: 0.000 D_fake: 0.134 +(epoch: 33, iters: 8488, time: 0.289, data: 0.018) G_GAN: 4.397 G_L1: 8.540 D_real: 0.002 D_fake: 0.139 +(epoch: 33, iters: 8588, time: 0.293, data: 0.016) G_GAN: 2.894 G_L1: 4.465 D_real: 0.007 D_fake: 0.037 +(epoch: 33, iters: 8688, time: 0.405, data: 0.017) G_GAN: 3.395 G_L1: 4.124 D_real: 0.004 D_fake: 0.078 +(epoch: 33, iters: 8788, time: 0.291, data: 0.015) G_GAN: 3.847 G_L1: 4.097 D_real: 0.000 D_fake: 0.065 +(epoch: 33, iters: 8888, time: 0.301, data: 0.017) G_GAN: 2.551 G_L1: 3.420 D_real: 0.000 D_fake: 0.074 +(epoch: 33, iters: 8988, time: 0.295, data: 0.017) G_GAN: 5.824 G_L1: 8.173 D_real: 0.000 D_fake: 0.014 +(epoch: 33, iters: 9088, time: 0.421, data: 0.016) G_GAN: 2.880 G_L1: 8.231 D_real: 0.000 D_fake: 0.058 +(epoch: 33, iters: 9188, time: 0.294, data: 0.018) G_GAN: 1.685 G_L1: 4.865 D_real: 0.000 D_fake: 0.081 +(epoch: 33, iters: 9288, time: 0.293, data: 0.017) G_GAN: 2.851 G_L1: 4.445 D_real: 0.000 D_fake: 0.140 +(epoch: 33, iters: 9388, time: 0.282, data: 0.017) G_GAN: 3.367 G_L1: 5.876 D_real: 0.005 D_fake: 0.298 +(epoch: 33, iters: 9488, time: 0.569, data: 0.017) G_GAN: 5.114 G_L1: 6.634 D_real: 0.003 D_fake: 0.067 +(epoch: 33, iters: 9588, time: 0.303, data: 0.019) G_GAN: 1.414 G_L1: 3.740 D_real: 0.006 D_fake: 0.807 +(epoch: 33, iters: 9688, time: 0.307, data: 0.019) G_GAN: 4.384 G_L1: 6.723 D_real: 0.000 D_fake: 0.301 +(epoch: 33, iters: 9788, time: 0.306, data: 0.019) G_GAN: 3.888 G_L1: 4.231 D_real: 0.000 D_fake: 0.151 +(epoch: 33, iters: 9888, time: 0.411, data: 0.019) G_GAN: 3.807 G_L1: 5.810 D_real: 0.002 D_fake: 0.819 +(epoch: 33, iters: 9988, time: 0.297, data: 0.019) G_GAN: 4.936 G_L1: 8.864 D_real: 0.000 D_fake: 0.319 +(epoch: 33, iters: 10088, time: 0.304, data: 0.018) G_GAN: 5.093 G_L1: 6.889 D_real: 0.000 D_fake: 0.056 +(epoch: 33, iters: 10188, time: 0.303, data: 0.018) G_GAN: 2.784 G_L1: 5.867 D_real: 0.000 D_fake: 0.497 +(epoch: 33, iters: 10288, time: 0.415, data: 0.018) G_GAN: 3.848 G_L1: 5.928 D_real: 0.001 D_fake: 0.074 +(epoch: 33, iters: 10388, time: 0.295, data: 0.018) G_GAN: 3.894 G_L1: 6.227 D_real: 0.000 D_fake: 0.455 +(epoch: 33, iters: 10488, time: 0.301, data: 0.018) G_GAN: 2.981 G_L1: 5.111 D_real: 0.006 D_fake: 0.123 +(epoch: 33, iters: 10588, time: 0.307, data: 0.018) G_GAN: 4.377 G_L1: 7.984 D_real: 0.000 D_fake: 0.091 +(epoch: 33, iters: 10688, time: 0.420, data: 0.018) G_GAN: 3.983 G_L1: 4.739 D_real: 0.000 D_fake: 0.050 +(epoch: 33, iters: 10788, time: 0.303, data: 0.020) G_GAN: 4.758 G_L1: 5.077 D_real: 0.002 D_fake: 0.045 +(epoch: 33, iters: 10888, time: 0.299, data: 0.017) G_GAN: 2.880 G_L1: 4.342 D_real: 0.000 D_fake: 0.425 +(epoch: 33, iters: 10988, time: 0.302, data: 0.018) G_GAN: 3.978 G_L1: 7.940 D_real: 0.031 D_fake: 0.051 +(epoch: 33, iters: 11088, time: 0.421, data: 0.018) G_GAN: 2.806 G_L1: 4.215 D_real: 0.001 D_fake: 0.509 +(epoch: 33, iters: 11188, time: 0.304, data: 0.018) G_GAN: 3.693 G_L1: 6.189 D_real: 0.000 D_fake: 0.213 +(epoch: 33, iters: 11288, time: 0.304, data: 0.018) G_GAN: 2.377 G_L1: 4.713 D_real: 0.000 D_fake: 0.186 +(epoch: 33, iters: 11388, time: 0.304, data: 0.018) G_GAN: 2.265 G_L1: 7.761 D_real: 0.000 D_fake: 0.614 +(epoch: 33, iters: 11488, time: 0.569, data: 0.019) G_GAN: 1.281 G_L1: 6.393 D_real: 0.000 D_fake: 0.198 +(epoch: 33, iters: 11588, time: 0.300, data: 0.020) G_GAN: 2.001 G_L1: 3.424 D_real: 0.001 D_fake: 0.183 +(epoch: 33, iters: 11688, time: 0.303, data: 0.021) G_GAN: 1.758 G_L1: 4.389 D_real: 0.000 D_fake: 0.089 +(epoch: 33, iters: 11788, time: 0.302, data: 0.019) G_GAN: 1.885 G_L1: 4.768 D_real: 0.001 D_fake: 0.214 +(epoch: 33, iters: 11888, time: 0.394, data: 0.018) G_GAN: 3.156 G_L1: 4.368 D_real: 0.002 D_fake: 0.034 +(epoch: 33, iters: 11988, time: 0.296, data: 0.022) G_GAN: 2.520 G_L1: 4.658 D_real: 0.000 D_fake: 0.298 +(epoch: 33, iters: 12088, time: 0.290, data: 0.021) G_GAN: 1.930 G_L1: 4.224 D_real: 0.001 D_fake: 0.100 +(epoch: 33, iters: 12188, time: 0.292, data: 0.018) G_GAN: 3.281 G_L1: 5.844 D_real: 0.000 D_fake: 0.305 +(epoch: 33, iters: 12288, time: 0.417, data: 0.017) G_GAN: 2.108 G_L1: 5.354 D_real: 0.000 D_fake: 0.105 +(epoch: 33, iters: 12388, time: 0.303, data: 0.019) G_GAN: 2.971 G_L1: 5.223 D_real: 0.003 D_fake: 0.047 +(epoch: 33, iters: 12488, time: 0.298, data: 0.019) G_GAN: 4.315 G_L1: 5.651 D_real: 0.000 D_fake: 1.301 +(epoch: 33, iters: 12588, time: 0.302, data: 0.020) G_GAN: 2.290 G_L1: 4.825 D_real: 0.033 D_fake: 0.266 +(epoch: 33, iters: 12688, time: 0.419, data: 0.019) G_GAN: 1.100 G_L1: 4.312 D_real: 0.000 D_fake: 0.825 +(epoch: 33, iters: 12788, time: 0.305, data: 0.019) G_GAN: 3.984 G_L1: 5.540 D_real: 0.000 D_fake: 0.095 +(epoch: 33, iters: 12888, time: 0.302, data: 0.019) G_GAN: 1.253 G_L1: 6.025 D_real: 0.000 D_fake: 0.350 +(epoch: 33, iters: 12988, time: 0.302, data: 0.019) G_GAN: 2.521 G_L1: 5.253 D_real: 0.000 D_fake: 0.640 +(epoch: 33, iters: 13088, time: 0.402, data: 0.022) G_GAN: 3.124 G_L1: 4.613 D_real: 0.000 D_fake: 1.205 +(epoch: 33, iters: 13188, time: 0.304, data: 0.019) G_GAN: 3.524 G_L1: 4.170 D_real: 0.000 D_fake: 0.155 +(epoch: 33, iters: 13288, time: 0.302, data: 0.019) G_GAN: 2.478 G_L1: 3.361 D_real: 0.192 D_fake: 0.280 +(epoch: 33, iters: 13388, time: 0.304, data: 0.017) G_GAN: 4.460 G_L1: 3.872 D_real: 0.039 D_fake: 0.431 +(epoch: 33, iters: 13488, time: 0.570, data: 0.018) G_GAN: 7.435 G_L1: 4.558 D_real: 0.005 D_fake: 0.040 +(epoch: 33, iters: 13588, time: 0.296, data: 0.018) G_GAN: 4.384 G_L1: 6.057 D_real: 0.008 D_fake: 0.616 +(epoch: 33, iters: 13688, time: 0.304, data: 0.020) G_GAN: 3.630 G_L1: 3.657 D_real: 0.318 D_fake: 0.187 +(epoch: 33, iters: 13788, time: 0.305, data: 0.021) G_GAN: 3.264 G_L1: 2.775 D_real: 0.437 D_fake: 0.090 +(epoch: 33, iters: 13888, time: 0.388, data: 0.018) G_GAN: 6.445 G_L1: 4.037 D_real: 0.009 D_fake: 0.006 +(epoch: 33, iters: 13988, time: 0.301, data: 0.018) G_GAN: 4.692 G_L1: 4.315 D_real: 0.120 D_fake: 0.229 +(epoch: 33, iters: 14088, time: 0.295, data: 0.019) G_GAN: 3.865 G_L1: 4.010 D_real: 0.047 D_fake: 0.164 +(epoch: 33, iters: 14188, time: 0.303, data: 0.018) G_GAN: 4.277 G_L1: 4.867 D_real: 0.486 D_fake: 0.041 +(epoch: 33, iters: 14288, time: 0.413, data: 0.019) G_GAN: 4.509 G_L1: 11.456 D_real: 0.285 D_fake: 0.016 +(epoch: 33, iters: 14388, time: 0.302, data: 0.019) G_GAN: 4.593 G_L1: 4.513 D_real: 0.004 D_fake: 0.076 +(epoch: 33, iters: 14488, time: 0.308, data: 0.018) G_GAN: 4.084 G_L1: 10.790 D_real: 0.023 D_fake: 0.233 +(epoch: 33, iters: 14588, time: 0.311, data: 0.020) G_GAN: 5.187 G_L1: 5.763 D_real: 0.026 D_fake: 0.116 +(epoch: 33, iters: 14688, time: 0.417, data: 0.019) G_GAN: 4.482 G_L1: 4.040 D_real: 0.112 D_fake: 0.041 +(epoch: 33, iters: 14788, time: 0.301, data: 0.020) G_GAN: 3.057 G_L1: 2.476 D_real: 0.054 D_fake: 0.207 +(epoch: 33, iters: 14888, time: 0.307, data: 0.018) G_GAN: 3.183 G_L1: 4.760 D_real: 0.011 D_fake: 0.256 +(epoch: 33, iters: 14988, time: 0.304, data: 0.019) G_GAN: 4.593 G_L1: 4.033 D_real: 0.027 D_fake: 0.090 +(epoch: 33, iters: 15088, time: 0.403, data: 0.018) G_GAN: 4.430 G_L1: 3.747 D_real: 0.131 D_fake: 0.093 +(epoch: 33, iters: 15188, time: 0.284, data: 0.018) G_GAN: 4.081 G_L1: 5.175 D_real: 0.023 D_fake: 0.048 +(epoch: 33, iters: 15288, time: 0.300, data: 0.018) G_GAN: 4.029 G_L1: 3.537 D_real: 0.441 D_fake: 0.041 +(epoch: 33, iters: 15388, time: 0.305, data: 0.018) G_GAN: 4.687 G_L1: 5.389 D_real: 0.001 D_fake: 0.106 +(epoch: 33, iters: 15488, time: 0.556, data: 0.018) G_GAN: 3.789 G_L1: 4.543 D_real: 0.118 D_fake: 0.163 +(epoch: 33, iters: 15588, time: 0.291, data: 0.019) G_GAN: 3.768 G_L1: 2.987 D_real: 0.221 D_fake: 0.098 +(epoch: 33, iters: 15688, time: 0.302, data: 0.017) G_GAN: 3.704 G_L1: 3.278 D_real: 0.163 D_fake: 0.085 +(epoch: 33, iters: 15788, time: 0.294, data: 0.017) G_GAN: 3.284 G_L1: 4.289 D_real: 0.182 D_fake: 0.221 +(epoch: 33, iters: 15888, time: 0.419, data: 0.018) G_GAN: 3.880 G_L1: 3.745 D_real: 0.545 D_fake: 0.127 +(epoch: 33, iters: 15988, time: 0.285, data: 0.018) G_GAN: 5.877 G_L1: 3.178 D_real: 0.017 D_fake: 0.020 +(epoch: 33, iters: 16088, time: 0.308, data: 0.020) G_GAN: 4.668 G_L1: 3.452 D_real: 0.759 D_fake: 0.198 +(epoch: 33, iters: 16188, time: 0.308, data: 0.019) G_GAN: 5.355 G_L1: 4.006 D_real: 0.071 D_fake: 0.033 +(epoch: 33, iters: 16288, time: 0.422, data: 0.019) G_GAN: 4.227 G_L1: 3.799 D_real: 0.388 D_fake: 0.131 +(epoch: 33, iters: 16388, time: 0.292, data: 0.018) G_GAN: 4.566 G_L1: 4.765 D_real: 0.076 D_fake: 0.105 +(epoch: 33, iters: 16488, time: 0.290, data: 0.018) G_GAN: 7.962 G_L1: 5.706 D_real: 0.002 D_fake: 0.008 +(epoch: 33, iters: 16588, time: 0.307, data: 0.017) G_GAN: 3.960 G_L1: 5.771 D_real: 0.008 D_fake: 0.090 +(epoch: 33, iters: 16688, time: 0.430, data: 0.018) G_GAN: 4.363 G_L1: 4.456 D_real: 0.019 D_fake: 0.195 +(epoch: 33, iters: 16788, time: 0.305, data: 0.019) G_GAN: 2.854 G_L1: 4.968 D_real: 0.000 D_fake: 0.240 +(epoch: 33, iters: 16888, time: 0.298, data: 0.017) G_GAN: 3.992 G_L1: 4.809 D_real: 0.001 D_fake: 0.069 +(epoch: 33, iters: 16988, time: 0.292, data: 0.018) G_GAN: 2.519 G_L1: 4.812 D_real: 0.007 D_fake: 0.321 +(epoch: 33, iters: 17088, time: 0.417, data: 0.019) G_GAN: 8.001 G_L1: 4.875 D_real: 0.382 D_fake: 0.024 +(epoch: 33, iters: 17188, time: 0.304, data: 0.019) G_GAN: 4.369 G_L1: 4.183 D_real: 0.077 D_fake: 0.057 +(epoch: 33, iters: 17288, time: 0.301, data: 0.019) G_GAN: 2.924 G_L1: 4.226 D_real: 0.506 D_fake: 0.098 +(epoch: 33, iters: 17388, time: 0.296, data: 0.019) G_GAN: 3.796 G_L1: 4.547 D_real: 0.080 D_fake: 0.191 +(epoch: 33, iters: 17488, time: 0.561, data: 0.018) G_GAN: 6.993 G_L1: 3.789 D_real: 0.028 D_fake: 0.002 +(epoch: 33, iters: 17588, time: 0.304, data: 0.019) G_GAN: 4.965 G_L1: 4.233 D_real: 0.004 D_fake: 0.086 +(epoch: 33, iters: 17688, time: 0.301, data: 0.019) G_GAN: 3.448 G_L1: 15.141 D_real: 0.016 D_fake: 0.163 +(epoch: 33, iters: 17788, time: 0.301, data: 0.018) G_GAN: 4.152 G_L1: 5.296 D_real: 0.045 D_fake: 0.060 +(epoch: 33, iters: 17888, time: 0.413, data: 0.018) G_GAN: 3.303 G_L1: 3.837 D_real: 0.104 D_fake: 0.256 +(epoch: 33, iters: 17988, time: 0.302, data: 0.018) G_GAN: 5.516 G_L1: 5.101 D_real: 0.021 D_fake: 0.056 +(epoch: 33, iters: 18088, time: 0.296, data: 0.017) G_GAN: 3.951 G_L1: 3.924 D_real: 0.113 D_fake: 0.042 +(epoch: 33, iters: 18188, time: 0.300, data: 0.018) G_GAN: 6.785 G_L1: 4.355 D_real: 0.035 D_fake: 0.021 +(epoch: 33, iters: 18288, time: 0.416, data: 0.019) G_GAN: 7.959 G_L1: 7.079 D_real: 0.197 D_fake: 0.005 +(epoch: 33, iters: 18388, time: 0.303, data: 0.020) G_GAN: 5.552 G_L1: 3.159 D_real: 0.028 D_fake: 0.028 +(epoch: 33, iters: 18488, time: 0.299, data: 0.020) G_GAN: 2.794 G_L1: 7.140 D_real: 0.430 D_fake: 0.070 +(epoch: 33, iters: 18588, time: 0.290, data: 0.018) G_GAN: 4.667 G_L1: 4.373 D_real: 0.005 D_fake: 0.130 +(epoch: 33, iters: 18688, time: 0.427, data: 0.017) G_GAN: 5.358 G_L1: 5.635 D_real: 0.275 D_fake: 0.014 +(epoch: 33, iters: 18788, time: 0.299, data: 0.018) G_GAN: 3.870 G_L1: 5.511 D_real: 0.010 D_fake: 0.133 +(epoch: 33, iters: 18888, time: 0.296, data: 0.018) G_GAN: 4.199 G_L1: 4.699 D_real: 0.003 D_fake: 0.077 +(epoch: 33, iters: 18988, time: 0.293, data: 0.017) G_GAN: 6.644 G_L1: 4.868 D_real: 0.000 D_fake: 0.014 +(epoch: 33, iters: 19088, time: 0.419, data: 0.018) G_GAN: 3.840 G_L1: 4.599 D_real: 0.002 D_fake: 0.056 +(epoch: 33, iters: 19188, time: 0.301, data: 0.019) G_GAN: 3.965 G_L1: 6.235 D_real: 0.002 D_fake: 0.067 +(epoch: 33, iters: 19288, time: 0.304, data: 0.019) G_GAN: 5.433 G_L1: 6.103 D_real: 0.000 D_fake: 0.126 +(epoch: 33, iters: 19388, time: 0.301, data: 0.019) G_GAN: 5.253 G_L1: 7.291 D_real: 0.011 D_fake: 0.240 +(epoch: 33, iters: 19488, time: 0.563, data: 0.018) G_GAN: 4.125 G_L1: 4.323 D_real: 0.000 D_fake: 0.089 +(epoch: 33, iters: 19588, time: 0.305, data: 0.019) G_GAN: 3.792 G_L1: 5.040 D_real: 0.017 D_fake: 0.193 +(epoch: 33, iters: 19688, time: 0.304, data: 0.018) G_GAN: 4.147 G_L1: 3.872 D_real: 0.000 D_fake: 0.140 +(epoch: 33, iters: 19788, time: 0.303, data: 0.017) G_GAN: 5.950 G_L1: 5.168 D_real: 0.024 D_fake: 0.023 +(epoch: 33, iters: 19888, time: 0.417, data: 0.018) G_GAN: 2.521 G_L1: 4.439 D_real: 0.012 D_fake: 0.124 +(epoch: 33, iters: 19988, time: 0.292, data: 0.020) G_GAN: 2.664 G_L1: 6.114 D_real: 0.001 D_fake: 0.126 +(epoch: 33, iters: 20088, time: 0.300, data: 0.020) G_GAN: 3.149 G_L1: 5.918 D_real: 0.001 D_fake: 0.329 +(epoch: 33, iters: 20188, time: 0.300, data: 0.016) G_GAN: 2.298 G_L1: 4.421 D_real: 0.000 D_fake: 0.082 +(epoch: 33, iters: 20288, time: 0.423, data: 0.019) G_GAN: 4.545 G_L1: 7.900 D_real: 0.000 D_fake: 0.097 +(epoch: 33, iters: 20388, time: 0.302, data: 0.020) G_GAN: 2.837 G_L1: 3.806 D_real: 0.000 D_fake: 0.361 +(epoch: 33, iters: 20488, time: 0.300, data: 0.017) G_GAN: 1.905 G_L1: 4.651 D_real: 0.001 D_fake: 0.130 +(epoch: 33, iters: 20588, time: 0.292, data: 0.019) G_GAN: 3.912 G_L1: 4.870 D_real: 0.000 D_fake: 1.457 +(epoch: 33, iters: 20688, time: 0.423, data: 0.019) G_GAN: 3.397 G_L1: 8.271 D_real: 0.000 D_fake: 0.272 +(epoch: 33, iters: 20788, time: 0.299, data: 0.019) G_GAN: 3.526 G_L1: 5.725 D_real: 0.000 D_fake: 0.215 +(epoch: 33, iters: 20888, time: 0.292, data: 0.019) G_GAN: 2.384 G_L1: 4.337 D_real: 0.000 D_fake: 0.365 +(epoch: 33, iters: 20988, time: 0.289, data: 0.020) G_GAN: 2.959 G_L1: 4.275 D_real: 0.000 D_fake: 0.310 +(epoch: 33, iters: 21088, time: 0.417, data: 0.020) G_GAN: 3.789 G_L1: 5.255 D_real: 0.000 D_fake: 0.325 +(epoch: 33, iters: 21188, time: 0.301, data: 0.019) G_GAN: 4.208 G_L1: 5.075 D_real: 0.009 D_fake: 0.022 +(epoch: 33, iters: 21288, time: 0.298, data: 0.018) G_GAN: 2.705 G_L1: 3.736 D_real: 0.000 D_fake: 0.421 +(epoch: 33, iters: 21388, time: 0.298, data: 0.018) G_GAN: 3.321 G_L1: 5.657 D_real: 0.000 D_fake: 0.281 +(epoch: 33, iters: 21488, time: 0.565, data: 0.017) G_GAN: 5.611 G_L1: 6.706 D_real: 0.000 D_fake: 0.027 +(epoch: 33, iters: 21588, time: 0.279, data: 0.019) G_GAN: 2.283 G_L1: 4.043 D_real: 0.000 D_fake: 0.515 +(epoch: 33, iters: 21688, time: 0.298, data: 0.017) G_GAN: 2.460 G_L1: 5.131 D_real: 0.000 D_fake: 0.101 +(epoch: 33, iters: 21788, time: 0.303, data: 0.019) G_GAN: 3.586 G_L1: 5.530 D_real: 0.000 D_fake: 0.461 +(epoch: 33, iters: 21888, time: 0.422, data: 0.018) G_GAN: 4.049 G_L1: 4.784 D_real: 0.000 D_fake: 0.088 +(epoch: 33, iters: 21988, time: 0.290, data: 0.018) G_GAN: 2.352 G_L1: 4.656 D_real: 0.000 D_fake: 0.356 +(epoch: 33, iters: 22088, time: 0.300, data: 0.017) G_GAN: 3.551 G_L1: 4.932 D_real: 0.000 D_fake: 0.479 +(epoch: 33, iters: 22188, time: 0.302, data: 0.018) G_GAN: 3.073 G_L1: 6.008 D_real: 0.000 D_fake: 0.311 +(epoch: 33, iters: 22288, time: 0.401, data: 0.019) G_GAN: 2.091 G_L1: 3.977 D_real: 0.000 D_fake: 0.332 +(epoch: 33, iters: 22388, time: 0.307, data: 0.019) G_GAN: 2.462 G_L1: 3.932 D_real: 0.000 D_fake: 0.097 +(epoch: 33, iters: 22488, time: 0.301, data: 0.018) G_GAN: 2.721 G_L1: 3.572 D_real: 0.000 D_fake: 0.238 +(epoch: 33, iters: 22588, time: 0.295, data: 0.018) G_GAN: 1.628 G_L1: 4.095 D_real: 0.001 D_fake: 0.339 +(epoch: 33, iters: 22688, time: 0.418, data: 0.017) G_GAN: 3.342 G_L1: 3.969 D_real: 0.000 D_fake: 0.082 +(epoch: 33, iters: 22788, time: 0.303, data: 0.020) G_GAN: 1.776 G_L1: 7.936 D_real: 0.008 D_fake: 0.213 +(epoch: 33, iters: 22888, time: 0.301, data: 0.018) G_GAN: 2.237 G_L1: 5.276 D_real: 0.000 D_fake: 1.191 +(epoch: 33, iters: 22988, time: 0.305, data: 0.023) G_GAN: 1.747 G_L1: 4.546 D_real: 0.000 D_fake: 0.484 +(epoch: 33, iters: 23088, time: 0.415, data: 0.019) G_GAN: 2.168 G_L1: 3.970 D_real: 0.000 D_fake: 0.573 +(epoch: 33, iters: 23188, time: 0.295, data: 0.019) G_GAN: 2.880 G_L1: 4.277 D_real: 0.000 D_fake: 0.275 +(epoch: 33, iters: 23288, time: 0.303, data: 0.018) G_GAN: 2.036 G_L1: 4.198 D_real: 0.000 D_fake: 0.431 +(epoch: 33, iters: 23388, time: 0.299, data: 0.018) G_GAN: 2.269 G_L1: 6.569 D_real: 0.002 D_fake: 0.236 +(epoch: 33, iters: 23488, time: 0.579, data: 0.019) G_GAN: 2.604 G_L1: 5.351 D_real: 0.001 D_fake: 0.111 +(epoch: 33, iters: 23588, time: 0.304, data: 0.021) G_GAN: 2.926 G_L1: 3.822 D_real: 0.000 D_fake: 0.132 +(epoch: 33, iters: 23688, time: 0.304, data: 0.018) G_GAN: 2.756 G_L1: 3.828 D_real: 0.000 D_fake: 0.385 +(epoch: 33, iters: 23788, time: 0.303, data: 0.018) G_GAN: 2.847 G_L1: 6.166 D_real: 0.000 D_fake: 0.216 +(epoch: 33, iters: 23888, time: 0.423, data: 0.018) G_GAN: 2.953 G_L1: 5.717 D_real: 0.000 D_fake: 1.241 +(epoch: 33, iters: 23988, time: 0.301, data: 0.019) G_GAN: 3.579 G_L1: 4.373 D_real: 0.000 D_fake: 0.151 +(epoch: 33, iters: 24088, time: 0.304, data: 0.019) G_GAN: 2.456 G_L1: 5.899 D_real: 0.000 D_fake: 0.228 +(epoch: 33, iters: 24188, time: 0.296, data: 0.018) G_GAN: 1.628 G_L1: 4.529 D_real: 0.000 D_fake: 0.365 +(epoch: 33, iters: 24288, time: 0.405, data: 0.018) G_GAN: 2.987 G_L1: 7.461 D_real: 0.000 D_fake: 0.903 +(epoch: 33, iters: 24388, time: 0.301, data: 0.018) G_GAN: 2.047 G_L1: 4.435 D_real: 0.000 D_fake: 0.321 +(epoch: 33, iters: 24488, time: 0.305, data: 0.017) G_GAN: 1.697 G_L1: 3.831 D_real: 0.000 D_fake: 0.993 +(epoch: 33, iters: 24588, time: 0.307, data: 0.020) G_GAN: 1.953 G_L1: 4.174 D_real: 0.000 D_fake: 0.563 +(epoch: 33, iters: 24688, time: 0.421, data: 0.018) G_GAN: 4.314 G_L1: 7.215 D_real: 0.121 D_fake: 0.114 +(epoch: 33, iters: 24788, time: 0.304, data: 0.019) G_GAN: 5.720 G_L1: 9.191 D_real: 0.136 D_fake: 0.386 +(epoch: 33, iters: 24888, time: 0.291, data: 0.018) G_GAN: 7.211 G_L1: 12.036 D_real: 0.000 D_fake: 0.013 +(epoch: 33, iters: 24988, time: 0.302, data: 0.017) G_GAN: 2.213 G_L1: 5.473 D_real: 0.000 D_fake: 0.479 +(epoch: 33, iters: 25088, time: 0.417, data: 0.018) G_GAN: 3.449 G_L1: 8.156 D_real: 0.000 D_fake: 0.610 +(epoch: 33, iters: 25188, time: 0.293, data: 0.019) G_GAN: 3.379 G_L1: 4.758 D_real: 0.000 D_fake: 0.198 +(epoch: 33, iters: 25288, time: 0.305, data: 0.017) G_GAN: 6.935 G_L1: 4.442 D_real: 0.039 D_fake: 0.033 +(epoch: 33, iters: 25388, time: 0.304, data: 0.018) G_GAN: 2.524 G_L1: 5.570 D_real: 0.372 D_fake: 0.078 +(epoch: 33, iters: 25488, time: 0.563, data: 0.021) G_GAN: 2.923 G_L1: 5.033 D_real: 0.003 D_fake: 0.169 +(epoch: 33, iters: 25588, time: 0.306, data: 0.018) G_GAN: 2.148 G_L1: 4.921 D_real: 0.011 D_fake: 0.343 +(epoch: 33, iters: 25688, time: 0.302, data: 0.017) G_GAN: 3.684 G_L1: 4.181 D_real: 0.010 D_fake: 1.670 +(epoch: 33, iters: 25788, time: 0.304, data: 0.018) G_GAN: 3.285 G_L1: 4.370 D_real: 0.026 D_fake: 0.584 +(epoch: 33, iters: 25888, time: 0.427, data: 0.020) G_GAN: 4.467 G_L1: 4.366 D_real: 0.008 D_fake: 0.243 +(epoch: 33, iters: 25988, time: 0.290, data: 0.020) G_GAN: 3.382 G_L1: 7.226 D_real: 0.007 D_fake: 0.134 +(epoch: 33, iters: 26088, time: 0.303, data: 0.018) G_GAN: 4.164 G_L1: 5.496 D_real: 0.067 D_fake: 0.080 +(epoch: 33, iters: 26188, time: 0.299, data: 0.018) G_GAN: 4.495 G_L1: 5.259 D_real: 0.146 D_fake: 0.136 +(epoch: 33, iters: 26288, time: 0.418, data: 0.018) G_GAN: 3.606 G_L1: 3.144 D_real: 0.043 D_fake: 0.089 +(epoch: 33, iters: 26388, time: 0.307, data: 0.019) G_GAN: 4.643 G_L1: 4.418 D_real: 0.037 D_fake: 0.553 +(epoch: 33, iters: 26488, time: 0.305, data: 0.018) G_GAN: 4.886 G_L1: 3.167 D_real: 0.013 D_fake: 0.086 +(epoch: 33, iters: 26588, time: 0.300, data: 0.018) G_GAN: 4.462 G_L1: 4.549 D_real: 0.005 D_fake: 0.076 +(epoch: 33, iters: 26688, time: 0.421, data: 0.018) G_GAN: 6.212 G_L1: 3.813 D_real: 0.041 D_fake: 0.046 +(epoch: 33, iters: 26788, time: 0.300, data: 0.020) G_GAN: 3.848 G_L1: 2.493 D_real: 0.056 D_fake: 0.065 +(epoch: 33, iters: 26888, time: 0.304, data: 0.017) G_GAN: 3.708 G_L1: 4.576 D_real: 0.090 D_fake: 0.182 +(epoch: 33, iters: 26988, time: 0.311, data: 0.017) G_GAN: 4.152 G_L1: 4.132 D_real: 0.003 D_fake: 0.072 +(epoch: 33, iters: 27088, time: 0.394, data: 0.019) G_GAN: 5.399 G_L1: 4.575 D_real: 0.003 D_fake: 0.052 +(epoch: 33, iters: 27188, time: 0.305, data: 0.021) G_GAN: 3.482 G_L1: 4.686 D_real: 0.003 D_fake: 0.098 +(epoch: 33, iters: 27288, time: 0.302, data: 0.018) G_GAN: 1.899 G_L1: 3.739 D_real: 0.012 D_fake: 0.189 +(epoch: 33, iters: 27388, time: 0.306, data: 0.020) G_GAN: 3.227 G_L1: 5.105 D_real: 0.001 D_fake: 0.147 +(epoch: 33, iters: 27488, time: 0.565, data: 0.017) G_GAN: 3.909 G_L1: 5.262 D_real: 0.007 D_fake: 0.526 +(epoch: 33, iters: 27588, time: 0.302, data: 0.020) G_GAN: 3.606 G_L1: 5.952 D_real: 0.008 D_fake: 0.215 +(epoch: 33, iters: 27688, time: 0.303, data: 0.018) G_GAN: 5.987 G_L1: 4.668 D_real: 0.404 D_fake: 0.044 +(epoch: 33, iters: 27788, time: 0.306, data: 0.019) G_GAN: 3.979 G_L1: 3.443 D_real: 0.127 D_fake: 0.107 +(epoch: 33, iters: 27888, time: 0.436, data: 0.018) G_GAN: 4.333 G_L1: 8.046 D_real: 0.088 D_fake: 0.035 +(epoch: 33, iters: 27988, time: 0.292, data: 0.019) G_GAN: 5.110 G_L1: 8.195 D_real: 0.112 D_fake: 0.022 +(epoch: 33, iters: 28088, time: 0.285, data: 0.017) G_GAN: 2.735 G_L1: 8.120 D_real: 0.171 D_fake: 0.192 +(epoch: 33, iters: 28188, time: 0.305, data: 0.016) G_GAN: 4.582 G_L1: 5.706 D_real: 0.016 D_fake: 0.037 +(epoch: 33, iters: 28288, time: 0.417, data: 0.018) G_GAN: 3.232 G_L1: 7.976 D_real: 0.003 D_fake: 0.051 +(epoch: 33, iters: 28388, time: 0.302, data: 0.019) G_GAN: 5.047 G_L1: 6.103 D_real: 0.004 D_fake: 0.010 +(epoch: 33, iters: 28488, time: 0.301, data: 0.018) G_GAN: 4.297 G_L1: 5.189 D_real: 0.000 D_fake: 0.100 +(epoch: 33, iters: 28588, time: 0.290, data: 0.019) G_GAN: 3.628 G_L1: 5.662 D_real: 0.000 D_fake: 0.405 +(epoch: 33, iters: 28688, time: 0.413, data: 0.016) G_GAN: 4.055 G_L1: 8.764 D_real: 0.000 D_fake: 0.103 +(epoch: 33, iters: 28788, time: 0.304, data: 0.019) G_GAN: 3.534 G_L1: 6.022 D_real: 0.001 D_fake: 0.292 +(epoch: 33, iters: 28888, time: 0.308, data: 0.019) G_GAN: 3.952 G_L1: 9.284 D_real: 0.000 D_fake: 0.129 +(epoch: 33, iters: 28988, time: 0.301, data: 0.018) G_GAN: 2.754 G_L1: 3.730 D_real: 0.102 D_fake: 0.933 +(epoch: 33, iters: 29088, time: 0.424, data: 0.018) G_GAN: 2.421 G_L1: 3.914 D_real: 0.225 D_fake: 0.082 +(epoch: 33, iters: 29188, time: 0.314, data: 0.022) G_GAN: 2.492 G_L1: 4.541 D_real: 0.032 D_fake: 0.326 +(epoch: 33, iters: 29288, time: 0.300, data: 0.018) G_GAN: 3.720 G_L1: 4.862 D_real: 0.004 D_fake: 0.066 +(epoch: 33, iters: 29388, time: 0.301, data: 0.019) G_GAN: 2.793 G_L1: 4.351 D_real: 0.002 D_fake: 0.091 +(epoch: 33, iters: 29488, time: 0.576, data: 0.019) G_GAN: 3.571 G_L1: 9.222 D_real: 0.000 D_fake: 0.190 +(epoch: 33, iters: 29588, time: 0.304, data: 0.019) G_GAN: 4.935 G_L1: 6.514 D_real: 0.019 D_fake: 0.071 +(epoch: 33, iters: 29688, time: 0.302, data: 0.019) G_GAN: 3.854 G_L1: 5.276 D_real: 0.013 D_fake: 0.039 +(epoch: 33, iters: 29788, time: 0.306, data: 0.024) G_GAN: 4.121 G_L1: 5.349 D_real: 0.030 D_fake: 0.077 +(epoch: 33, iters: 29888, time: 0.420, data: 0.019) G_GAN: 3.626 G_L1: 4.732 D_real: 0.001 D_fake: 0.145 +(epoch: 33, iters: 29988, time: 0.298, data: 0.022) G_GAN: 5.847 G_L1: 8.435 D_real: 0.000 D_fake: 0.160 +(epoch: 33, iters: 30088, time: 0.300, data: 0.017) G_GAN: 4.043 G_L1: 5.653 D_real: 0.000 D_fake: 0.137 +(epoch: 33, iters: 30188, time: 0.294, data: 0.018) G_GAN: 5.972 G_L1: 5.377 D_real: 0.006 D_fake: 0.087 +(epoch: 33, iters: 30288, time: 0.412, data: 0.018) G_GAN: 3.131 G_L1: 5.475 D_real: 0.001 D_fake: 0.117 +(epoch: 33, iters: 30388, time: 0.305, data: 0.019) G_GAN: 3.039 G_L1: 10.583 D_real: 0.001 D_fake: 0.156 +(epoch: 33, iters: 30488, time: 0.281, data: 0.018) G_GAN: 3.802 G_L1: 4.966 D_real: 0.000 D_fake: 0.305 +(epoch: 33, iters: 30588, time: 0.302, data: 0.016) G_GAN: 5.664 G_L1: 6.810 D_real: 0.101 D_fake: 0.041 +(epoch: 33, iters: 30688, time: 0.418, data: 0.018) G_GAN: 2.560 G_L1: 3.635 D_real: 0.075 D_fake: 0.260 +(epoch: 33, iters: 30788, time: 0.298, data: 0.018) G_GAN: 2.927 G_L1: 4.867 D_real: 0.010 D_fake: 0.439 +(epoch: 33, iters: 30888, time: 0.299, data: 0.018) G_GAN: 2.813 G_L1: 4.639 D_real: 0.017 D_fake: 0.197 +(epoch: 33, iters: 30988, time: 0.300, data: 0.018) G_GAN: 3.432 G_L1: 4.682 D_real: 0.000 D_fake: 0.117 +(epoch: 33, iters: 31088, time: 0.423, data: 0.019) G_GAN: 3.996 G_L1: 4.978 D_real: 0.001 D_fake: 0.161 +(epoch: 33, iters: 31188, time: 0.301, data: 0.019) G_GAN: 2.442 G_L1: 4.027 D_real: 0.098 D_fake: 0.366 +(epoch: 33, iters: 31288, time: 0.298, data: 0.017) G_GAN: 4.462 G_L1: 8.278 D_real: 0.003 D_fake: 0.439 +(epoch: 33, iters: 31388, time: 0.299, data: 0.018) G_GAN: 3.566 G_L1: 6.626 D_real: 0.000 D_fake: 0.118 +(epoch: 33, iters: 31488, time: 0.571, data: 0.019) G_GAN: 3.812 G_L1: 5.237 D_real: 0.001 D_fake: 0.183 +(epoch: 33, iters: 31588, time: 0.304, data: 0.018) G_GAN: 4.020 G_L1: 5.890 D_real: 0.019 D_fake: 0.172 +(epoch: 33, iters: 31688, time: 0.286, data: 0.020) G_GAN: 2.583 G_L1: 8.904 D_real: 0.000 D_fake: 0.227 +(epoch: 33, iters: 31788, time: 0.301, data: 0.017) G_GAN: 2.361 G_L1: 3.673 D_real: 0.010 D_fake: 1.113 +(epoch: 33, iters: 31888, time: 0.417, data: 0.018) G_GAN: 2.459 G_L1: 4.889 D_real: 0.002 D_fake: 0.453 +(epoch: 33, iters: 31988, time: 0.292, data: 0.018) G_GAN: 7.335 G_L1: 8.835 D_real: 0.021 D_fake: 0.916 +(epoch: 33, iters: 32088, time: 0.302, data: 0.018) G_GAN: 3.250 G_L1: 4.447 D_real: 0.026 D_fake: 0.877 +(epoch: 33, iters: 32188, time: 0.300, data: 0.018) G_GAN: 4.685 G_L1: 9.329 D_real: 0.569 D_fake: 0.101 +(epoch: 33, iters: 32288, time: 0.424, data: 0.019) G_GAN: 2.534 G_L1: 4.488 D_real: 0.024 D_fake: 0.221 +(epoch: 33, iters: 32388, time: 0.298, data: 0.023) G_GAN: 3.934 G_L1: 7.097 D_real: 0.010 D_fake: 0.163 +(epoch: 33, iters: 32488, time: 0.306, data: 0.018) G_GAN: 3.203 G_L1: 4.768 D_real: 0.052 D_fake: 0.097 +(epoch: 33, iters: 32588, time: 0.295, data: 0.018) G_GAN: 3.730 G_L1: 4.532 D_real: 0.059 D_fake: 0.101 +(epoch: 33, iters: 32688, time: 0.421, data: 0.019) G_GAN: 3.805 G_L1: 2.912 D_real: 0.037 D_fake: 0.098 +(epoch: 33, iters: 32788, time: 0.301, data: 0.019) G_GAN: 3.946 G_L1: 3.670 D_real: 0.004 D_fake: 0.152 +(epoch: 33, iters: 32888, time: 0.302, data: 0.019) G_GAN: 3.271 G_L1: 4.126 D_real: 0.028 D_fake: 0.203 +(epoch: 33, iters: 32988, time: 0.303, data: 0.017) G_GAN: 5.342 G_L1: 6.075 D_real: 0.032 D_fake: 0.067 +(epoch: 33, iters: 33088, time: 0.415, data: 0.018) G_GAN: 4.509 G_L1: 5.174 D_real: 0.021 D_fake: 0.035 +(epoch: 33, iters: 33188, time: 0.304, data: 0.022) G_GAN: 2.368 G_L1: 3.839 D_real: 0.000 D_fake: 0.318 +(epoch: 33, iters: 33288, time: 0.303, data: 0.018) G_GAN: 3.648 G_L1: 5.817 D_real: 0.004 D_fake: 0.049 +(epoch: 33, iters: 33388, time: 0.304, data: 0.018) G_GAN: 3.066 G_L1: 3.696 D_real: 0.002 D_fake: 0.142 +(epoch: 33, iters: 33488, time: 0.564, data: 0.019) G_GAN: 3.772 G_L1: 4.175 D_real: 0.002 D_fake: 0.056 +(epoch: 33, iters: 33588, time: 0.296, data: 0.018) G_GAN: 4.752 G_L1: 5.805 D_real: 0.079 D_fake: 0.081 +(epoch: 33, iters: 33688, time: 0.295, data: 0.018) G_GAN: 4.764 G_L1: 3.684 D_real: 0.037 D_fake: 0.075 +(epoch: 33, iters: 33788, time: 0.302, data: 0.018) G_GAN: 4.370 G_L1: 3.645 D_real: 0.006 D_fake: 0.353 +(epoch: 33, iters: 33888, time: 0.413, data: 0.018) G_GAN: 4.147 G_L1: 3.108 D_real: 0.023 D_fake: 0.067 +(epoch: 33, iters: 33988, time: 0.299, data: 0.018) G_GAN: 3.726 G_L1: 5.036 D_real: 0.011 D_fake: 0.214 +(epoch: 33, iters: 34088, time: 0.288, data: 0.018) G_GAN: 9.825 G_L1: 6.051 D_real: 0.186 D_fake: 0.007 +(epoch: 33, iters: 34188, time: 0.298, data: 0.016) G_GAN: 4.263 G_L1: 5.167 D_real: 0.023 D_fake: 0.108 +(epoch: 33, iters: 34288, time: 0.422, data: 0.018) G_GAN: 3.763 G_L1: 7.328 D_real: 0.007 D_fake: 0.464 +(epoch: 33, iters: 34388, time: 0.304, data: 0.019) G_GAN: 4.035 G_L1: 4.695 D_real: 0.004 D_fake: 0.088 +(epoch: 33, iters: 34488, time: 0.300, data: 0.019) G_GAN: 3.522 G_L1: 4.905 D_real: 0.002 D_fake: 0.047 +(epoch: 33, iters: 34588, time: 0.280, data: 0.019) G_GAN: 3.062 G_L1: 6.167 D_real: 0.003 D_fake: 0.090 +(epoch: 33, iters: 34688, time: 0.425, data: 0.015) G_GAN: 3.824 G_L1: 5.711 D_real: 0.002 D_fake: 0.212 +(epoch: 33, iters: 34788, time: 0.301, data: 0.020) G_GAN: 3.321 G_L1: 4.007 D_real: 0.000 D_fake: 0.124 +(epoch: 33, iters: 34888, time: 0.290, data: 0.018) G_GAN: 2.451 G_L1: 4.649 D_real: 0.000 D_fake: 0.284 +(epoch: 33, iters: 34988, time: 0.303, data: 0.017) G_GAN: 5.141 G_L1: 3.179 D_real: 0.003 D_fake: 0.159 +(epoch: 33, iters: 35088, time: 0.415, data: 0.018) G_GAN: 4.096 G_L1: 3.798 D_real: 0.056 D_fake: 0.094 +(epoch: 33, iters: 35188, time: 0.301, data: 0.021) G_GAN: 3.148 G_L1: 9.910 D_real: 0.375 D_fake: 0.276 +(epoch: 33, iters: 35288, time: 0.300, data: 0.015) G_GAN: 4.261 G_L1: 4.111 D_real: 0.000 D_fake: 0.353 +(epoch: 33, iters: 35388, time: 0.293, data: 0.022) G_GAN: 3.343 G_L1: 4.549 D_real: 0.006 D_fake: 0.077 +(epoch: 33, iters: 35488, time: 0.577, data: 0.017) G_GAN: 2.590 G_L1: 4.112 D_real: 0.007 D_fake: 0.108 +(epoch: 33, iters: 35588, time: 0.295, data: 0.019) G_GAN: 3.343 G_L1: 2.879 D_real: 0.037 D_fake: 0.025 +(epoch: 33, iters: 35688, time: 0.302, data: 0.019) G_GAN: 4.652 G_L1: 5.983 D_real: 0.013 D_fake: 0.266 +(epoch: 33, iters: 35788, time: 0.301, data: 0.018) G_GAN: 6.371 G_L1: 4.480 D_real: 0.022 D_fake: 1.230 +(epoch: 33, iters: 35888, time: 0.412, data: 0.019) G_GAN: 2.103 G_L1: 4.103 D_real: 0.061 D_fake: 0.238 +(epoch: 33, iters: 35988, time: 0.296, data: 0.018) G_GAN: 3.733 G_L1: 3.035 D_real: 0.003 D_fake: 0.067 +(epoch: 33, iters: 36088, time: 0.291, data: 0.018) G_GAN: 4.959 G_L1: 5.200 D_real: 0.016 D_fake: 0.091 +(epoch: 33, iters: 36188, time: 0.301, data: 0.018) G_GAN: 2.837 G_L1: 3.731 D_real: 0.024 D_fake: 0.271 +(epoch: 33, iters: 36288, time: 0.405, data: 0.018) G_GAN: 2.970 G_L1: 4.671 D_real: 0.000 D_fake: 0.327 +(epoch: 33, iters: 36388, time: 0.300, data: 0.018) G_GAN: 4.103 G_L1: 5.987 D_real: 0.259 D_fake: 0.103 +(epoch: 33, iters: 36488, time: 0.305, data: 0.018) G_GAN: 3.959 G_L1: 4.042 D_real: 0.006 D_fake: 0.147 +(epoch: 33, iters: 36588, time: 0.302, data: 0.018) G_GAN: 2.524 G_L1: 3.209 D_real: 0.737 D_fake: 0.127 +(epoch: 33, iters: 36688, time: 0.419, data: 0.018) G_GAN: 4.437 G_L1: 3.957 D_real: 0.014 D_fake: 0.149 +(epoch: 33, iters: 36788, time: 0.302, data: 0.018) G_GAN: 3.114 G_L1: 3.799 D_real: 0.000 D_fake: 0.259 +(epoch: 33, iters: 36888, time: 0.300, data: 0.019) G_GAN: 2.409 G_L1: 5.392 D_real: 0.058 D_fake: 0.218 +(epoch: 33, iters: 36988, time: 0.298, data: 0.018) G_GAN: 3.975 G_L1: 2.932 D_real: 0.021 D_fake: 0.117 +(epoch: 33, iters: 37088, time: 0.395, data: 0.017) G_GAN: 3.795 G_L1: 3.343 D_real: 0.062 D_fake: 0.176 +(epoch: 33, iters: 37188, time: 0.303, data: 0.018) G_GAN: 4.755 G_L1: 3.900 D_real: 0.019 D_fake: 0.085 +(epoch: 33, iters: 37288, time: 0.306, data: 0.018) G_GAN: 4.312 G_L1: 4.736 D_real: 0.004 D_fake: 0.105 +(epoch: 33, iters: 37388, time: 0.297, data: 0.018) G_GAN: 3.407 G_L1: 2.676 D_real: 0.696 D_fake: 0.020 +(epoch: 33, iters: 37488, time: 0.572, data: 0.022) G_GAN: 4.555 G_L1: 5.095 D_real: 0.148 D_fake: 0.125 +(epoch: 33, iters: 37588, time: 0.293, data: 0.019) G_GAN: 3.178 G_L1: 4.358 D_real: 0.100 D_fake: 0.424 +(epoch: 33, iters: 37688, time: 0.300, data: 0.018) G_GAN: 7.097 G_L1: 2.991 D_real: 0.203 D_fake: 0.007 +(epoch: 33, iters: 37788, time: 0.304, data: 0.018) G_GAN: 3.462 G_L1: 3.898 D_real: 0.042 D_fake: 0.143 +(epoch: 33, iters: 37888, time: 0.415, data: 0.020) G_GAN: 3.365 G_L1: 4.700 D_real: 0.022 D_fake: 0.123 +(epoch: 33, iters: 37988, time: 0.311, data: 0.019) G_GAN: 3.163 G_L1: 4.356 D_real: 0.022 D_fake: 0.116 +(epoch: 33, iters: 38088, time: 0.283, data: 0.018) G_GAN: 4.492 G_L1: 9.199 D_real: 0.002 D_fake: 0.189 +(epoch: 33, iters: 38188, time: 0.303, data: 0.017) G_GAN: 6.271 G_L1: 4.601 D_real: 0.007 D_fake: 0.074 +(epoch: 33, iters: 38288, time: 0.404, data: 0.020) G_GAN: 4.059 G_L1: 3.544 D_real: 0.047 D_fake: 0.212 +(epoch: 33, iters: 38388, time: 0.280, data: 0.018) G_GAN: 3.791 G_L1: 5.465 D_real: 0.187 D_fake: 0.378 +(epoch: 33, iters: 38488, time: 0.298, data: 0.016) G_GAN: 6.582 G_L1: 6.122 D_real: 0.021 D_fake: 0.097 +(epoch: 33, iters: 38588, time: 0.301, data: 0.017) G_GAN: 6.230 G_L1: 7.192 D_real: 0.017 D_fake: 0.018 +(epoch: 33, iters: 38688, time: 0.406, data: 0.018) G_GAN: 4.519 G_L1: 5.402 D_real: 0.008 D_fake: 0.074 +(epoch: 33, iters: 38788, time: 0.299, data: 0.019) G_GAN: 4.968 G_L1: 3.544 D_real: 0.003 D_fake: 0.138 +(epoch: 33, iters: 38888, time: 0.303, data: 0.025) G_GAN: 5.348 G_L1: 5.438 D_real: 0.006 D_fake: 0.043 +(epoch: 33, iters: 38988, time: 0.306, data: 0.018) G_GAN: 5.853 G_L1: 4.442 D_real: 0.119 D_fake: 0.043 +(epoch: 33, iters: 39088, time: 0.405, data: 0.019) G_GAN: 5.330 G_L1: 9.847 D_real: 0.008 D_fake: 0.059 +(epoch: 33, iters: 39188, time: 0.305, data: 0.020) G_GAN: 5.669 G_L1: 3.622 D_real: 0.026 D_fake: 0.012 +(epoch: 33, iters: 39288, time: 0.299, data: 0.019) G_GAN: 5.870 G_L1: 3.224 D_real: 0.003 D_fake: 0.097 +(epoch: 33, iters: 39388, time: 0.295, data: 0.017) G_GAN: 4.362 G_L1: 10.083 D_real: 0.036 D_fake: 0.150 +(epoch: 33, iters: 39488, time: 0.524, data: 0.017) G_GAN: 5.977 G_L1: 2.991 D_real: 0.070 D_fake: 0.060 +(epoch: 33, iters: 39588, time: 0.287, data: 0.019) G_GAN: 5.039 G_L1: 4.180 D_real: 0.188 D_fake: 0.032 +(epoch: 33, iters: 39688, time: 0.310, data: 0.016) G_GAN: 5.097 G_L1: 4.488 D_real: 0.006 D_fake: 0.044 +(epoch: 33, iters: 39788, time: 0.304, data: 0.019) G_GAN: 3.614 G_L1: 4.683 D_real: 0.391 D_fake: 0.111 +(epoch: 33, iters: 39888, time: 0.418, data: 0.018) G_GAN: 5.035 G_L1: 4.639 D_real: 0.123 D_fake: 0.013 +(epoch: 33, iters: 39988, time: 0.282, data: 0.019) G_GAN: 3.743 G_L1: 3.304 D_real: 0.106 D_fake: 0.056 +(epoch: 33, iters: 40088, time: 0.295, data: 0.018) G_GAN: 6.025 G_L1: 4.751 D_real: 0.019 D_fake: 0.062 +(epoch: 33, iters: 40188, time: 0.302, data: 0.016) G_GAN: 4.459 G_L1: 5.319 D_real: 0.250 D_fake: 0.075 +(epoch: 33, iters: 40288, time: 0.410, data: 0.019) G_GAN: 5.765 G_L1: 4.058 D_real: 0.074 D_fake: 0.035 +(epoch: 33, iters: 40388, time: 0.295, data: 0.018) G_GAN: 4.923 G_L1: 4.859 D_real: 0.125 D_fake: 0.027 +(epoch: 33, iters: 40488, time: 0.306, data: 0.018) G_GAN: 3.647 G_L1: 3.391 D_real: 0.002 D_fake: 0.198 +(epoch: 33, iters: 40588, time: 0.302, data: 0.018) G_GAN: 3.771 G_L1: 4.234 D_real: 0.186 D_fake: 0.041 +(epoch: 33, iters: 40688, time: 0.421, data: 0.019) G_GAN: 5.837 G_L1: 3.708 D_real: 0.003 D_fake: 0.026 +(epoch: 33, iters: 40788, time: 0.295, data: 0.019) G_GAN: 5.239 G_L1: 7.248 D_real: 0.069 D_fake: 0.011 +(epoch: 33, iters: 40888, time: 0.304, data: 0.018) G_GAN: 5.744 G_L1: 4.089 D_real: 0.003 D_fake: 0.019 +(epoch: 33, iters: 40988, time: 0.295, data: 0.018) G_GAN: 6.096 G_L1: 9.064 D_real: 0.007 D_fake: 0.091 +(epoch: 33, iters: 41088, time: 0.429, data: 0.017) G_GAN: 5.485 G_L1: 5.421 D_real: 0.011 D_fake: 0.063 +(epoch: 33, iters: 41188, time: 0.285, data: 0.020) G_GAN: 5.790 G_L1: 3.288 D_real: 0.072 D_fake: 0.035 +(epoch: 33, iters: 41288, time: 0.299, data: 0.018) G_GAN: 3.030 G_L1: 3.794 D_real: 0.283 D_fake: 0.069 +(epoch: 33, iters: 41388, time: 0.303, data: 0.017) G_GAN: 4.823 G_L1: 3.820 D_real: 0.030 D_fake: 0.325 +(epoch: 33, iters: 41488, time: 0.559, data: 0.019) G_GAN: 4.535 G_L1: 3.689 D_real: 0.045 D_fake: 0.087 +(epoch: 33, iters: 41588, time: 0.304, data: 0.020) G_GAN: 3.981 G_L1: 3.269 D_real: 0.023 D_fake: 0.183 +(epoch: 33, iters: 41688, time: 0.287, data: 0.018) G_GAN: 4.586 G_L1: 5.647 D_real: 0.005 D_fake: 0.036 +(epoch: 33, iters: 41788, time: 0.299, data: 0.020) G_GAN: 4.856 G_L1: 4.253 D_real: 0.027 D_fake: 0.102 +(epoch: 33, iters: 41888, time: 0.406, data: 0.017) G_GAN: 5.191 G_L1: 3.908 D_real: 0.018 D_fake: 0.041 +(epoch: 33, iters: 41988, time: 0.294, data: 0.018) G_GAN: 3.772 G_L1: 4.017 D_real: 0.021 D_fake: 0.462 +(epoch: 33, iters: 42088, time: 0.303, data: 0.019) G_GAN: 5.745 G_L1: 4.756 D_real: 0.139 D_fake: 0.066 +(epoch: 33, iters: 42188, time: 0.304, data: 0.017) G_GAN: 4.615 G_L1: 6.015 D_real: 0.013 D_fake: 0.115 +(epoch: 33, iters: 42288, time: 0.410, data: 0.021) G_GAN: 3.365 G_L1: 3.234 D_real: 0.066 D_fake: 0.189 +(epoch: 33, iters: 42388, time: 0.297, data: 0.019) G_GAN: 5.346 G_L1: 7.153 D_real: 0.327 D_fake: 0.042 +(epoch: 33, iters: 42488, time: 0.303, data: 0.018) G_GAN: 3.882 G_L1: 4.533 D_real: 0.135 D_fake: 0.068 +(epoch: 33, iters: 42588, time: 0.282, data: 0.018) G_GAN: 5.118 G_L1: 3.683 D_real: 0.042 D_fake: 0.022 +(epoch: 33, iters: 42688, time: 0.409, data: 0.017) G_GAN: 5.377 G_L1: 4.209 D_real: 0.026 D_fake: 0.149 +(epoch: 33, iters: 42788, time: 0.298, data: 0.020) G_GAN: 4.955 G_L1: 4.950 D_real: 0.007 D_fake: 0.455 +(epoch: 33, iters: 42888, time: 0.298, data: 0.019) G_GAN: 3.896 G_L1: 6.002 D_real: 0.227 D_fake: 0.096 +(epoch: 33, iters: 42988, time: 0.297, data: 0.017) G_GAN: 4.544 G_L1: 3.835 D_real: 0.029 D_fake: 0.309 +(epoch: 33, iters: 43088, time: 0.419, data: 0.017) G_GAN: 4.380 G_L1: 4.248 D_real: 0.080 D_fake: 0.105 +(epoch: 33, iters: 43188, time: 0.303, data: 0.020) G_GAN: 5.921 G_L1: 5.210 D_real: 0.002 D_fake: 0.012 +(epoch: 33, iters: 43288, time: 0.297, data: 0.019) G_GAN: 4.266 G_L1: 5.766 D_real: 0.079 D_fake: 0.052 +(epoch: 33, iters: 43388, time: 0.302, data: 0.023) G_GAN: 4.081 G_L1: 4.621 D_real: 0.150 D_fake: 0.057 +(epoch: 33, iters: 43488, time: 0.563, data: 0.018) G_GAN: 3.863 G_L1: 3.458 D_real: 0.067 D_fake: 0.098 +(epoch: 33, iters: 43588, time: 0.300, data: 0.020) G_GAN: 7.255 G_L1: 3.906 D_real: 0.047 D_fake: 0.002 +(epoch: 33, iters: 43688, time: 0.307, data: 0.018) G_GAN: 4.595 G_L1: 4.130 D_real: 0.129 D_fake: 0.143 +(epoch: 33, iters: 43788, time: 0.299, data: 0.019) G_GAN: 5.984 G_L1: 4.155 D_real: 0.026 D_fake: 0.020 +(epoch: 33, iters: 43888, time: 0.415, data: 0.017) G_GAN: 4.778 G_L1: 4.386 D_real: 0.008 D_fake: 0.044 +(epoch: 33, iters: 43988, time: 0.305, data: 0.019) G_GAN: 6.337 G_L1: 3.718 D_real: 0.110 D_fake: 0.027 +(epoch: 33, iters: 44088, time: 0.302, data: 0.019) G_GAN: 3.572 G_L1: 4.765 D_real: 0.002 D_fake: 0.047 +(epoch: 33, iters: 44188, time: 0.298, data: 0.018) G_GAN: 4.120 G_L1: 5.448 D_real: 0.000 D_fake: 0.503 +(epoch: 33, iters: 44288, time: 0.394, data: 0.020) G_GAN: 3.827 G_L1: 5.336 D_real: 0.079 D_fake: 0.046 +(epoch: 33, iters: 44388, time: 0.303, data: 0.019) G_GAN: 3.771 G_L1: 2.934 D_real: 0.079 D_fake: 0.070 +(epoch: 33, iters: 44488, time: 0.291, data: 0.023) G_GAN: 6.760 G_L1: 5.299 D_real: 0.000 D_fake: 0.024 +(epoch: 33, iters: 44588, time: 0.302, data: 0.019) G_GAN: 4.703 G_L1: 6.424 D_real: 0.002 D_fake: 0.055 +(epoch: 33, iters: 44688, time: 0.382, data: 0.017) G_GAN: 5.614 G_L1: 3.450 D_real: 0.000 D_fake: 0.021 +(epoch: 33, iters: 44788, time: 0.288, data: 0.018) G_GAN: 3.970 G_L1: 4.269 D_real: 0.007 D_fake: 0.121 +(epoch: 33, iters: 44888, time: 0.299, data: 0.018) G_GAN: 4.918 G_L1: 6.569 D_real: 0.049 D_fake: 0.063 +(epoch: 33, iters: 44988, time: 0.306, data: 0.019) G_GAN: 3.430 G_L1: 4.757 D_real: 0.002 D_fake: 0.169 +(epoch: 33, iters: 45088, time: 0.402, data: 0.021) G_GAN: 4.017 G_L1: 8.963 D_real: 0.003 D_fake: 0.523 +(epoch: 33, iters: 45188, time: 0.300, data: 0.017) G_GAN: 4.697 G_L1: 10.951 D_real: 0.004 D_fake: 0.261 +(epoch: 33, iters: 45288, time: 0.298, data: 0.018) G_GAN: 7.080 G_L1: 3.858 D_real: 0.001 D_fake: 0.036 +(epoch: 33, iters: 45388, time: 0.300, data: 0.020) G_GAN: 4.046 G_L1: 5.751 D_real: 0.000 D_fake: 0.674 +(epoch: 33, iters: 45488, time: 0.545, data: 0.018) G_GAN: 3.924 G_L1: 4.288 D_real: 0.000 D_fake: 0.049 +(epoch: 33, iters: 45588, time: 0.292, data: 0.019) G_GAN: 5.250 G_L1: 10.033 D_real: 0.000 D_fake: 0.033 +(epoch: 33, iters: 45688, time: 0.295, data: 0.017) G_GAN: 6.246 G_L1: 7.181 D_real: 0.000 D_fake: 0.780 +(epoch: 33, iters: 45788, time: 0.307, data: 0.018) G_GAN: 2.099 G_L1: 3.949 D_real: 0.033 D_fake: 0.496 +(epoch: 33, iters: 45888, time: 0.423, data: 0.019) G_GAN: 4.170 G_L1: 5.704 D_real: 0.000 D_fake: 0.082 +(epoch: 33, iters: 45988, time: 0.302, data: 0.019) G_GAN: 3.067 G_L1: 3.934 D_real: 0.002 D_fake: 0.196 +(epoch: 33, iters: 46088, time: 0.302, data: 0.020) G_GAN: 3.078 G_L1: 4.041 D_real: 0.001 D_fake: 0.184 +(epoch: 33, iters: 46188, time: 0.302, data: 0.018) G_GAN: 3.129 G_L1: 4.485 D_real: 0.000 D_fake: 0.224 +(epoch: 33, iters: 46288, time: 0.399, data: 0.018) G_GAN: 2.750 G_L1: 6.004 D_real: 0.023 D_fake: 0.117 +(epoch: 33, iters: 46388, time: 0.295, data: 0.018) G_GAN: 3.920 G_L1: 7.367 D_real: 0.000 D_fake: 0.306 +(epoch: 33, iters: 46488, time: 0.303, data: 0.020) G_GAN: 2.676 G_L1: 3.527 D_real: 0.030 D_fake: 0.302 +(epoch: 33, iters: 46588, time: 0.296, data: 0.019) G_GAN: 5.772 G_L1: 9.303 D_real: 0.000 D_fake: 0.319 +(epoch: 33, iters: 46688, time: 0.418, data: 0.016) G_GAN: 4.936 G_L1: 5.547 D_real: 0.000 D_fake: 0.064 +(epoch: 33, iters: 46788, time: 0.296, data: 0.019) G_GAN: 2.686 G_L1: 5.460 D_real: 0.000 D_fake: 0.860 +(epoch: 33, iters: 46888, time: 0.302, data: 0.018) G_GAN: 3.280 G_L1: 6.768 D_real: 0.000 D_fake: 0.304 +(epoch: 33, iters: 46988, time: 0.293, data: 0.018) G_GAN: 3.210 G_L1: 5.424 D_real: 0.000 D_fake: 0.065 +(epoch: 33, iters: 47088, time: 0.413, data: 0.018) G_GAN: 1.819 G_L1: 3.486 D_real: 0.000 D_fake: 0.566 +(epoch: 33, iters: 47188, time: 0.302, data: 0.022) G_GAN: 4.928 G_L1: 3.723 D_real: 0.000 D_fake: 0.029 +(epoch: 33, iters: 47288, time: 0.302, data: 0.018) G_GAN: 3.578 G_L1: 4.067 D_real: 0.001 D_fake: 0.597 +(epoch: 33, iters: 47388, time: 0.298, data: 0.023) G_GAN: 2.139 G_L1: 3.742 D_real: 0.000 D_fake: 1.061 +(epoch: 33, iters: 47488, time: 0.555, data: 0.018) G_GAN: 5.230 G_L1: 10.984 D_real: 0.002 D_fake: 0.285 +(epoch: 33, iters: 47588, time: 0.304, data: 0.018) G_GAN: 2.295 G_L1: 5.826 D_real: 0.000 D_fake: 0.559 +(epoch: 33, iters: 47688, time: 0.299, data: 0.019) G_GAN: 3.308 G_L1: 4.931 D_real: 0.000 D_fake: 0.210 +(epoch: 33, iters: 47788, time: 0.303, data: 0.019) G_GAN: 1.981 G_L1: 4.764 D_real: 0.000 D_fake: 0.192 +(epoch: 33, iters: 47888, time: 0.379, data: 0.018) G_GAN: 1.130 G_L1: 4.002 D_real: 0.001 D_fake: 0.224 +(epoch: 33, iters: 47988, time: 0.308, data: 0.019) G_GAN: 1.954 G_L1: 5.038 D_real: 0.003 D_fake: 0.472 +(epoch: 33, iters: 48088, time: 0.303, data: 0.019) G_GAN: 2.223 G_L1: 4.328 D_real: 0.000 D_fake: 0.826 +(epoch: 33, iters: 48188, time: 0.293, data: 0.019) G_GAN: 2.644 G_L1: 4.340 D_real: 0.001 D_fake: 0.205 +(epoch: 33, iters: 48288, time: 0.424, data: 0.021) G_GAN: 2.245 G_L1: 5.897 D_real: 0.001 D_fake: 0.352 +(epoch: 33, iters: 48388, time: 0.304, data: 0.020) G_GAN: 2.104 G_L1: 4.786 D_real: 0.000 D_fake: 0.476 +(epoch: 33, iters: 48488, time: 0.304, data: 0.017) G_GAN: 3.817 G_L1: 4.504 D_real: 0.000 D_fake: 0.077 +(epoch: 33, iters: 48588, time: 0.299, data: 0.019) G_GAN: 2.891 G_L1: 4.659 D_real: 0.006 D_fake: 0.072 +(epoch: 33, iters: 48688, time: 0.383, data: 0.018) G_GAN: 2.507 G_L1: 6.659 D_real: 0.001 D_fake: 0.142 +(epoch: 33, iters: 48788, time: 0.305, data: 0.018) G_GAN: 2.571 G_L1: 4.253 D_real: 0.011 D_fake: 0.302 +(epoch: 33, iters: 48888, time: 0.304, data: 0.020) G_GAN: 1.208 G_L1: 3.976 D_real: 0.001 D_fake: 0.238 +(epoch: 33, iters: 48988, time: 0.297, data: 0.019) G_GAN: 3.612 G_L1: 6.586 D_real: 0.003 D_fake: 0.242 +(epoch: 33, iters: 49088, time: 0.416, data: 0.018) G_GAN: 2.298 G_L1: 5.704 D_real: 0.000 D_fake: 0.505 +(epoch: 33, iters: 49188, time: 0.281, data: 0.020) G_GAN: 2.096 G_L1: 4.613 D_real: 0.000 D_fake: 0.447 +(epoch: 33, iters: 49288, time: 0.306, data: 0.016) G_GAN: 2.916 G_L1: 3.936 D_real: 0.000 D_fake: 0.144 +(epoch: 33, iters: 49388, time: 0.299, data: 0.018) G_GAN: 2.261 G_L1: 3.815 D_real: 0.000 D_fake: 0.261 +(epoch: 33, iters: 49488, time: 0.561, data: 0.017) G_GAN: 3.401 G_L1: 6.140 D_real: 0.026 D_fake: 0.657 +(epoch: 33, iters: 49588, time: 0.301, data: 0.019) G_GAN: 1.673 G_L1: 4.484 D_real: 0.000 D_fake: 0.384 +(epoch: 33, iters: 49688, time: 0.301, data: 0.020) G_GAN: 2.004 G_L1: 4.596 D_real: 0.001 D_fake: 0.175 +(epoch: 33, iters: 49788, time: 0.299, data: 0.018) G_GAN: 3.479 G_L1: 4.820 D_real: 0.000 D_fake: 0.113 +(epoch: 33, iters: 49888, time: 0.409, data: 0.017) G_GAN: 1.327 G_L1: 3.776 D_real: 0.004 D_fake: 0.686 +(epoch: 33, iters: 49988, time: 0.299, data: 0.018) G_GAN: 2.740 G_L1: 6.970 D_real: 0.003 D_fake: 0.257 +(epoch: 33, iters: 50088, time: 0.294, data: 0.017) G_GAN: 2.177 G_L1: 5.264 D_real: 0.003 D_fake: 2.028 +(epoch: 33, iters: 50188, time: 0.294, data: 0.018) G_GAN: 1.588 G_L1: 4.137 D_real: 0.000 D_fake: 0.396 +(epoch: 33, iters: 50288, time: 0.426, data: 0.017) G_GAN: 3.453 G_L1: 7.275 D_real: 0.109 D_fake: 0.191 +(epoch: 33, iters: 50388, time: 0.298, data: 0.019) G_GAN: 2.069 G_L1: 3.544 D_real: 0.000 D_fake: 0.445 +(epoch: 33, iters: 50488, time: 0.303, data: 0.019) G_GAN: 2.293 G_L1: 4.313 D_real: 0.000 D_fake: 0.576 +(epoch: 33, iters: 50588, time: 0.296, data: 0.018) G_GAN: 3.458 G_L1: 9.101 D_real: 0.000 D_fake: 0.353 +(epoch: 33, iters: 50688, time: 0.431, data: 0.017) G_GAN: 2.259 G_L1: 5.807 D_real: 0.002 D_fake: 0.691 +(epoch: 33, iters: 50788, time: 0.294, data: 0.019) G_GAN: 2.810 G_L1: 6.139 D_real: 0.283 D_fake: 0.212 +(epoch: 33, iters: 50888, time: 0.302, data: 0.017) G_GAN: 2.855 G_L1: 5.132 D_real: 0.009 D_fake: 0.201 +(epoch: 33, iters: 50988, time: 0.292, data: 0.017) G_GAN: 1.662 G_L1: 4.071 D_real: 0.007 D_fake: 0.473 +(epoch: 33, iters: 51088, time: 0.429, data: 0.017) G_GAN: 1.560 G_L1: 4.814 D_real: 0.002 D_fake: 0.296 +(epoch: 33, iters: 51188, time: 0.302, data: 0.018) G_GAN: 1.998 G_L1: 5.882 D_real: 0.184 D_fake: 0.240 +(epoch: 33, iters: 51288, time: 0.304, data: 0.020) G_GAN: 2.019 G_L1: 4.513 D_real: 0.682 D_fake: 0.563 +(epoch: 33, iters: 51388, time: 0.291, data: 0.018) G_GAN: 3.000 G_L1: 2.909 D_real: 0.090 D_fake: 0.253 +(epoch: 33, iters: 51488, time: 0.549, data: 0.016) G_GAN: 4.847 G_L1: 4.361 D_real: 0.154 D_fake: 0.448 +(epoch: 33, iters: 51588, time: 0.307, data: 0.018) G_GAN: 5.358 G_L1: 5.314 D_real: 0.015 D_fake: 0.022 +(epoch: 33, iters: 51688, time: 0.302, data: 0.018) G_GAN: 1.853 G_L1: 3.304 D_real: 0.026 D_fake: 0.249 +(epoch: 33, iters: 51788, time: 0.293, data: 0.018) G_GAN: 3.515 G_L1: 5.807 D_real: 0.001 D_fake: 0.240 +(epoch: 33, iters: 51888, time: 0.406, data: 0.017) G_GAN: 4.922 G_L1: 8.050 D_real: 0.008 D_fake: 0.141 +(epoch: 33, iters: 51988, time: 0.292, data: 0.018) G_GAN: 3.698 G_L1: 3.282 D_real: 0.038 D_fake: 0.046 +(epoch: 33, iters: 52088, time: 0.301, data: 0.018) G_GAN: 4.244 G_L1: 3.404 D_real: 0.005 D_fake: 0.397 +(epoch: 33, iters: 52188, time: 0.293, data: 0.018) G_GAN: 3.056 G_L1: 5.896 D_real: 0.486 D_fake: 0.108 +(epoch: 33, iters: 52288, time: 0.416, data: 0.016) G_GAN: 2.615 G_L1: 3.220 D_real: 0.321 D_fake: 0.169 +(epoch: 33, iters: 52388, time: 0.301, data: 0.018) G_GAN: 4.767 G_L1: 4.946 D_real: 0.025 D_fake: 0.020 +(epoch: 33, iters: 52488, time: 0.295, data: 0.018) G_GAN: 4.913 G_L1: 5.451 D_real: 0.184 D_fake: 0.422 +(epoch: 33, iters: 52588, time: 0.305, data: 0.016) G_GAN: 4.511 G_L1: 5.411 D_real: 0.004 D_fake: 0.068 +(epoch: 33, iters: 52688, time: 0.424, data: 0.019) G_GAN: 5.080 G_L1: 5.727 D_real: 0.037 D_fake: 0.030 +(epoch: 33, iters: 52788, time: 0.289, data: 0.020) G_GAN: 6.162 G_L1: 5.130 D_real: 0.085 D_fake: 0.199 +(epoch: 33, iters: 52888, time: 0.292, data: 0.016) G_GAN: 2.866 G_L1: 3.404 D_real: 0.063 D_fake: 0.306 +(epoch: 33, iters: 52988, time: 0.297, data: 0.015) G_GAN: 3.249 G_L1: 7.327 D_real: 0.005 D_fake: 0.077 +(epoch: 33, iters: 53088, time: 0.411, data: 0.019) G_GAN: 4.505 G_L1: 3.965 D_real: 0.020 D_fake: 0.385 +(epoch: 33, iters: 53188, time: 0.303, data: 0.018) G_GAN: 3.688 G_L1: 3.664 D_real: 0.174 D_fake: 0.049 +(epoch: 33, iters: 53288, time: 0.303, data: 0.019) G_GAN: 3.421 G_L1: 3.474 D_real: 0.155 D_fake: 0.085 +(epoch: 33, iters: 53388, time: 0.292, data: 0.018) G_GAN: 3.843 G_L1: 4.480 D_real: 0.289 D_fake: 0.102 +(epoch: 33, iters: 53488, time: 0.562, data: 0.018) G_GAN: 3.587 G_L1: 3.657 D_real: 0.097 D_fake: 0.050 +(epoch: 33, iters: 53588, time: 0.288, data: 0.020) G_GAN: 3.949 G_L1: 3.855 D_real: 0.010 D_fake: 0.252 +(epoch: 33, iters: 53688, time: 0.294, data: 0.017) G_GAN: 3.494 G_L1: 4.132 D_real: 0.071 D_fake: 0.143 +(epoch: 33, iters: 53788, time: 0.288, data: 0.016) G_GAN: 4.596 G_L1: 2.616 D_real: 0.068 D_fake: 0.041 +(epoch: 33, iters: 53888, time: 0.415, data: 0.016) G_GAN: 4.211 G_L1: 4.348 D_real: 0.247 D_fake: 0.032 +(epoch: 33, iters: 53988, time: 0.293, data: 0.019) G_GAN: 3.618 G_L1: 2.911 D_real: 0.020 D_fake: 0.067 +(epoch: 33, iters: 54088, time: 0.290, data: 0.017) G_GAN: 5.214 G_L1: 6.644 D_real: 0.007 D_fake: 0.106 +(epoch: 33, iters: 54188, time: 0.296, data: 0.017) G_GAN: 3.314 G_L1: 3.744 D_real: 0.035 D_fake: 0.229 +(epoch: 33, iters: 54288, time: 0.425, data: 0.019) G_GAN: 2.686 G_L1: 3.121 D_real: 0.274 D_fake: 0.219 +(epoch: 33, iters: 54388, time: 0.298, data: 0.017) G_GAN: 6.237 G_L1: 7.189 D_real: 0.527 D_fake: 0.001 +(epoch: 33, iters: 54488, time: 0.295, data: 0.018) G_GAN: 3.491 G_L1: 3.813 D_real: 0.020 D_fake: 0.232 +(epoch: 33, iters: 54588, time: 0.293, data: 0.019) G_GAN: 5.416 G_L1: 7.205 D_real: 0.329 D_fake: 0.047 +(epoch: 33, iters: 54688, time: 0.410, data: 0.018) G_GAN: 4.228 G_L1: 4.222 D_real: 0.143 D_fake: 0.047 +(epoch: 33, iters: 54788, time: 0.303, data: 0.020) G_GAN: 2.983 G_L1: 3.243 D_real: 0.010 D_fake: 0.216 +(epoch: 33, iters: 54888, time: 0.296, data: 0.018) G_GAN: 5.559 G_L1: 4.097 D_real: 0.116 D_fake: 0.028 +(epoch: 33, iters: 54988, time: 0.295, data: 0.017) G_GAN: 3.796 G_L1: 5.099 D_real: 0.016 D_fake: 0.254 +(epoch: 33, iters: 55088, time: 0.414, data: 0.018) G_GAN: 5.238 G_L1: 5.150 D_real: 0.000 D_fake: 0.079 +(epoch: 33, iters: 55188, time: 0.303, data: 0.018) G_GAN: 4.794 G_L1: 4.663 D_real: 0.002 D_fake: 0.092 +(epoch: 33, iters: 55288, time: 0.300, data: 0.019) G_GAN: 4.526 G_L1: 5.649 D_real: 0.000 D_fake: 0.096 +(epoch: 33, iters: 55388, time: 0.275, data: 0.018) G_GAN: 4.548 G_L1: 7.159 D_real: 0.000 D_fake: 0.038 +(epoch: 33, iters: 55488, time: 0.568, data: 0.016) G_GAN: 3.379 G_L1: 4.143 D_real: 0.000 D_fake: 1.047 +(epoch: 33, iters: 55588, time: 0.302, data: 0.022) G_GAN: 2.850 G_L1: 4.227 D_real: 0.001 D_fake: 0.356 +(epoch: 33, iters: 55688, time: 0.293, data: 0.017) G_GAN: 2.660 G_L1: 3.393 D_real: 0.001 D_fake: 0.233 +(epoch: 33, iters: 55788, time: 0.303, data: 0.017) G_GAN: 6.327 G_L1: 4.512 D_real: 0.012 D_fake: 0.056 +(epoch: 33, iters: 55888, time: 0.424, data: 0.018) G_GAN: 5.258 G_L1: 4.171 D_real: 0.093 D_fake: 0.030 +(epoch: 33, iters: 55988, time: 0.304, data: 0.018) G_GAN: 4.921 G_L1: 4.525 D_real: 0.046 D_fake: 0.033 +(epoch: 33, iters: 56088, time: 0.298, data: 0.036) G_GAN: 4.470 G_L1: 3.417 D_real: 0.098 D_fake: 0.051 +(epoch: 33, iters: 56188, time: 0.305, data: 0.019) G_GAN: 3.631 G_L1: 3.911 D_real: 0.015 D_fake: 0.361 +(epoch: 33, iters: 56288, time: 0.389, data: 0.020) G_GAN: 3.209 G_L1: 3.488 D_real: 0.122 D_fake: 0.344 +(epoch: 33, iters: 56388, time: 0.294, data: 0.019) G_GAN: 3.295 G_L1: 2.941 D_real: 0.253 D_fake: 0.074 +(epoch: 33, iters: 56488, time: 0.292, data: 0.019) G_GAN: 2.293 G_L1: 3.789 D_real: 0.224 D_fake: 0.314 +(epoch: 33, iters: 56588, time: 0.292, data: 0.018) G_GAN: 6.801 G_L1: 3.833 D_real: 0.065 D_fake: 0.061 +(epoch: 33, iters: 56688, time: 0.420, data: 0.018) G_GAN: 2.804 G_L1: 3.268 D_real: 0.033 D_fake: 0.152 +(epoch: 33, iters: 56788, time: 0.301, data: 0.019) G_GAN: 6.271 G_L1: 5.704 D_real: 0.038 D_fake: 0.012 +(epoch: 33, iters: 56888, time: 0.302, data: 0.019) G_GAN: 4.763 G_L1: 3.460 D_real: 0.289 D_fake: 0.024 +(epoch: 33, iters: 56988, time: 0.297, data: 0.019) G_GAN: 4.315 G_L1: 2.634 D_real: 0.038 D_fake: 0.970 +(epoch: 33, iters: 57088, time: 0.400, data: 0.018) G_GAN: 5.248 G_L1: 4.362 D_real: 0.043 D_fake: 0.019 +(epoch: 33, iters: 57188, time: 0.306, data: 0.017) G_GAN: 3.528 G_L1: 3.137 D_real: 0.209 D_fake: 0.075 +(epoch: 33, iters: 57288, time: 0.291, data: 0.017) G_GAN: 3.006 G_L1: 3.994 D_real: 0.329 D_fake: 0.151 +(epoch: 33, iters: 57388, time: 0.289, data: 0.018) G_GAN: 4.098 G_L1: 3.478 D_real: 0.578 D_fake: 0.137 +(epoch: 33, iters: 57488, time: 0.577, data: 0.015) G_GAN: 4.533 G_L1: 6.348 D_real: 0.131 D_fake: 0.037 +(epoch: 33, iters: 57588, time: 0.304, data: 0.019) G_GAN: 2.490 G_L1: 3.198 D_real: 0.143 D_fake: 0.337 +(epoch: 33, iters: 57688, time: 0.293, data: 0.019) G_GAN: 7.266 G_L1: 4.775 D_real: 0.045 D_fake: 0.016 +(epoch: 33, iters: 57788, time: 0.306, data: 0.017) G_GAN: 5.699 G_L1: 11.154 D_real: 0.012 D_fake: 0.347 +(epoch: 33, iters: 57888, time: 0.415, data: 0.018) G_GAN: 4.133 G_L1: 7.060 D_real: 0.247 D_fake: 0.028 +(epoch: 33, iters: 57988, time: 0.304, data: 0.019) G_GAN: 3.977 G_L1: 5.908 D_real: 0.071 D_fake: 0.303 +(epoch: 33, iters: 58088, time: 0.282, data: 0.017) G_GAN: 4.569 G_L1: 3.734 D_real: 0.005 D_fake: 0.094 +(epoch: 33, iters: 58188, time: 0.287, data: 0.015) G_GAN: 4.052 G_L1: 3.735 D_real: 0.095 D_fake: 0.069 +(epoch: 33, iters: 58288, time: 0.403, data: 0.017) G_GAN: 6.564 G_L1: 5.697 D_real: 0.068 D_fake: 0.011 +(epoch: 33, iters: 58388, time: 0.303, data: 0.019) G_GAN: 4.938 G_L1: 4.339 D_real: 0.093 D_fake: 0.031 +(epoch: 33, iters: 58488, time: 0.304, data: 0.018) G_GAN: 4.828 G_L1: 5.477 D_real: 0.273 D_fake: 0.042 +(epoch: 33, iters: 58588, time: 0.300, data: 0.019) G_GAN: 3.705 G_L1: 3.399 D_real: 0.008 D_fake: 0.120 +(epoch: 33, iters: 58688, time: 0.403, data: 0.019) G_GAN: 4.328 G_L1: 3.280 D_real: 0.076 D_fake: 0.030 +(epoch: 33, iters: 58788, time: 0.295, data: 0.018) G_GAN: 5.127 G_L1: 5.018 D_real: 0.062 D_fake: 0.087 +(epoch: 33, iters: 58888, time: 0.300, data: 0.018) G_GAN: 9.052 G_L1: 3.714 D_real: 0.002 D_fake: 0.001 +(epoch: 33, iters: 58988, time: 0.308, data: 0.019) G_GAN: 4.725 G_L1: 3.618 D_real: 0.009 D_fake: 0.076 +(epoch: 33, iters: 59088, time: 0.411, data: 0.018) G_GAN: 4.257 G_L1: 4.159 D_real: 0.164 D_fake: 0.221 +(epoch: 33, iters: 59188, time: 0.297, data: 0.018) G_GAN: 6.387 G_L1: 5.333 D_real: 0.221 D_fake: 0.005 +(epoch: 33, iters: 59288, time: 0.287, data: 0.022) G_GAN: 3.941 G_L1: 5.614 D_real: 0.018 D_fake: 0.050 +(epoch: 33, iters: 59388, time: 0.300, data: 0.017) G_GAN: 3.200 G_L1: 3.490 D_real: 0.004 D_fake: 0.176 +(epoch: 33, iters: 59488, time: 0.568, data: 0.020) G_GAN: 6.878 G_L1: 6.106 D_real: 0.001 D_fake: 0.017 +(epoch: 33, iters: 59588, time: 0.289, data: 0.019) G_GAN: 3.460 G_L1: 4.267 D_real: 0.000 D_fake: 0.110 +(epoch: 33, iters: 59688, time: 0.295, data: 0.019) G_GAN: 4.175 G_L1: 6.890 D_real: 0.000 D_fake: 0.400 +(epoch: 33, iters: 59788, time: 0.300, data: 0.020) G_GAN: 6.050 G_L1: 4.794 D_real: 0.001 D_fake: 0.017 +(epoch: 33, iters: 59888, time: 0.414, data: 0.019) G_GAN: 2.898 G_L1: 4.436 D_real: 0.003 D_fake: 0.125 +(epoch: 33, iters: 59988, time: 0.296, data: 0.018) G_GAN: 4.574 G_L1: 9.271 D_real: 0.002 D_fake: 0.058 +(epoch: 34, iters: 72, time: 0.291, data: 0.021) G_GAN: 2.265 G_L1: 3.685 D_real: 0.000 D_fake: 0.392 +(epoch: 34, iters: 172, time: 0.283, data: 0.024) G_GAN: 4.217 G_L1: 5.866 D_real: 0.000 D_fake: 0.366 +(epoch: 34, iters: 272, time: 0.546, data: 0.020) G_GAN: 3.395 G_L1: 3.550 D_real: 0.000 D_fake: 0.327 +(epoch: 34, iters: 372, time: 0.304, data: 0.019) G_GAN: 3.861 G_L1: 4.743 D_real: 0.003 D_fake: 0.156 +(epoch: 34, iters: 472, time: 0.294, data: 0.019) G_GAN: 2.633 G_L1: 3.789 D_real: 0.008 D_fake: 0.046 +(epoch: 34, iters: 572, time: 0.296, data: 0.018) G_GAN: 4.814 G_L1: 6.792 D_real: 0.002 D_fake: 0.035 +(epoch: 34, iters: 672, time: 0.399, data: 0.018) G_GAN: 4.920 G_L1: 7.362 D_real: 0.000 D_fake: 0.042 +(epoch: 34, iters: 772, time: 0.294, data: 0.019) G_GAN: 4.333 G_L1: 6.253 D_real: 0.000 D_fake: 0.581 +(epoch: 34, iters: 872, time: 0.298, data: 0.023) G_GAN: 3.483 G_L1: 7.228 D_real: 0.001 D_fake: 0.080 +(epoch: 34, iters: 972, time: 0.293, data: 0.019) G_GAN: 4.742 G_L1: 7.078 D_real: 0.000 D_fake: 0.212 +(epoch: 34, iters: 1072, time: 0.414, data: 0.017) G_GAN: 3.087 G_L1: 4.680 D_real: 0.002 D_fake: 0.123 +(epoch: 34, iters: 1172, time: 0.291, data: 0.018) G_GAN: 3.087 G_L1: 4.041 D_real: 0.000 D_fake: 0.506 +(epoch: 34, iters: 1272, time: 0.296, data: 0.023) G_GAN: 4.368 G_L1: 4.986 D_real: 0.001 D_fake: 0.080 +(epoch: 34, iters: 1372, time: 0.291, data: 0.018) G_GAN: 1.791 G_L1: 4.238 D_real: 0.000 D_fake: 0.273 +(epoch: 34, iters: 1472, time: 0.542, data: 0.020) G_GAN: 2.626 G_L1: 3.972 D_real: 0.000 D_fake: 0.305 +(epoch: 34, iters: 1572, time: 0.297, data: 0.016) G_GAN: 3.342 G_L1: 5.053 D_real: 0.000 D_fake: 0.701 +(epoch: 34, iters: 1672, time: 0.295, data: 0.018) G_GAN: 5.092 G_L1: 3.754 D_real: 0.000 D_fake: 0.533 +(epoch: 34, iters: 1772, time: 0.298, data: 0.019) G_GAN: 1.732 G_L1: 4.473 D_real: 0.000 D_fake: 0.331 +(epoch: 34, iters: 1872, time: 0.395, data: 0.019) G_GAN: 3.152 G_L1: 5.481 D_real: 0.001 D_fake: 0.724 +(epoch: 34, iters: 1972, time: 0.292, data: 0.018) G_GAN: 4.221 G_L1: 5.719 D_real: 0.000 D_fake: 0.033 +(epoch: 34, iters: 2072, time: 0.291, data: 0.017) G_GAN: 2.676 G_L1: 4.053 D_real: 0.000 D_fake: 0.268 +(epoch: 34, iters: 2172, time: 0.295, data: 0.018) G_GAN: 1.236 G_L1: 4.598 D_real: 0.000 D_fake: 0.160 +(epoch: 34, iters: 2272, time: 0.412, data: 0.019) G_GAN: 3.254 G_L1: 10.689 D_real: 0.000 D_fake: 0.576 +(epoch: 34, iters: 2372, time: 0.290, data: 0.018) G_GAN: 1.962 G_L1: 3.926 D_real: 0.001 D_fake: 0.170 +(epoch: 34, iters: 2472, time: 0.301, data: 0.018) G_GAN: 1.676 G_L1: 4.431 D_real: 0.000 D_fake: 0.539 +(epoch: 34, iters: 2572, time: 0.289, data: 0.018) G_GAN: 2.262 G_L1: 4.126 D_real: 0.000 D_fake: 0.194 +(epoch: 34, iters: 2672, time: 0.414, data: 0.023) G_GAN: 2.175 G_L1: 4.654 D_real: 0.000 D_fake: 0.233 +(epoch: 34, iters: 2772, time: 0.298, data: 0.023) G_GAN: 2.154 G_L1: 4.815 D_real: 0.002 D_fake: 0.175 +(epoch: 34, iters: 2872, time: 0.295, data: 0.026) G_GAN: 4.485 G_L1: 4.926 D_real: 0.091 D_fake: 0.065 +(epoch: 34, iters: 2972, time: 0.298, data: 0.018) G_GAN: 2.683 G_L1: 4.178 D_real: 0.343 D_fake: 0.283 +(epoch: 34, iters: 3072, time: 0.418, data: 0.017) G_GAN: 3.944 G_L1: 5.118 D_real: 0.198 D_fake: 0.063 +(epoch: 34, iters: 3172, time: 0.301, data: 0.018) G_GAN: 3.389 G_L1: 4.726 D_real: 0.216 D_fake: 0.292 +(epoch: 34, iters: 3272, time: 0.299, data: 0.022) G_GAN: 5.501 G_L1: 4.243 D_real: 0.009 D_fake: 0.031 +(epoch: 34, iters: 3372, time: 0.288, data: 0.018) G_GAN: 3.968 G_L1: 3.514 D_real: 0.073 D_fake: 0.183 +(epoch: 34, iters: 3472, time: 0.503, data: 0.019) G_GAN: 2.817 G_L1: 4.536 D_real: 0.008 D_fake: 0.406 +(epoch: 34, iters: 3572, time: 0.291, data: 0.018) G_GAN: 2.653 G_L1: 3.935 D_real: 0.003 D_fake: 0.151 +(epoch: 34, iters: 3672, time: 0.290, data: 0.019) G_GAN: 4.546 G_L1: 4.182 D_real: 0.002 D_fake: 0.566 +(epoch: 34, iters: 3772, time: 0.292, data: 0.021) G_GAN: 3.961 G_L1: 4.286 D_real: 0.004 D_fake: 0.144 +(epoch: 34, iters: 3872, time: 0.411, data: 0.017) G_GAN: 4.337 G_L1: 4.998 D_real: 0.169 D_fake: 0.403 +(epoch: 34, iters: 3972, time: 0.281, data: 0.021) G_GAN: 3.094 G_L1: 4.580 D_real: 0.115 D_fake: 0.089 +(epoch: 34, iters: 4072, time: 0.291, data: 0.016) G_GAN: 2.313 G_L1: 3.931 D_real: 0.026 D_fake: 0.575 +(epoch: 34, iters: 4172, time: 0.293, data: 0.020) G_GAN: 5.658 G_L1: 5.518 D_real: 0.008 D_fake: 0.011 +(epoch: 34, iters: 4272, time: 0.393, data: 0.019) G_GAN: 4.210 G_L1: 4.765 D_real: 0.028 D_fake: 0.266 +(epoch: 34, iters: 4372, time: 0.297, data: 0.018) G_GAN: 6.349 G_L1: 3.566 D_real: 0.001 D_fake: 0.030 +(epoch: 34, iters: 4472, time: 0.295, data: 0.018) G_GAN: 3.866 G_L1: 5.657 D_real: 0.020 D_fake: 0.594 +(epoch: 34, iters: 4572, time: 0.293, data: 0.020) G_GAN: 4.123 G_L1: 3.600 D_real: 0.019 D_fake: 0.209 +(epoch: 34, iters: 4672, time: 0.385, data: 0.017) G_GAN: 3.293 G_L1: 4.255 D_real: 0.588 D_fake: 0.452 +(epoch: 34, iters: 4772, time: 0.303, data: 0.019) G_GAN: 4.473 G_L1: 3.625 D_real: 0.010 D_fake: 0.092 +(epoch: 34, iters: 4872, time: 0.304, data: 0.020) G_GAN: 6.828 G_L1: 4.881 D_real: 0.023 D_fake: 0.088 +(epoch: 34, iters: 4972, time: 0.293, data: 0.020) G_GAN: 6.042 G_L1: 6.337 D_real: 0.000 D_fake: 0.012 +(epoch: 34, iters: 5072, time: 0.418, data: 0.019) G_GAN: 2.880 G_L1: 3.559 D_real: 0.252 D_fake: 0.091 +(epoch: 34, iters: 5172, time: 0.299, data: 0.021) G_GAN: 3.814 G_L1: 4.006 D_real: 0.031 D_fake: 0.085 +(epoch: 34, iters: 5272, time: 0.297, data: 0.019) G_GAN: 5.574 G_L1: 3.757 D_real: 0.015 D_fake: 0.025 +(epoch: 34, iters: 5372, time: 0.304, data: 0.016) G_GAN: 6.922 G_L1: 8.893 D_real: 0.000 D_fake: 0.008 +(epoch: 34, iters: 5472, time: 0.593, data: 0.016) G_GAN: 6.068 G_L1: 14.857 D_real: 0.001 D_fake: 0.016 +(epoch: 34, iters: 5572, time: 0.286, data: 0.019) G_GAN: 5.254 G_L1: 5.344 D_real: 0.006 D_fake: 0.058 +(epoch: 34, iters: 5672, time: 0.294, data: 0.016) G_GAN: 7.396 G_L1: 4.015 D_real: 0.016 D_fake: 0.002 +(epoch: 34, iters: 5772, time: 0.296, data: 0.015) G_GAN: 4.980 G_L1: 3.994 D_real: 0.000 D_fake: 0.040 +(epoch: 34, iters: 5872, time: 0.414, data: 0.015) G_GAN: 6.426 G_L1: 3.900 D_real: 0.009 D_fake: 0.012 +(epoch: 34, iters: 5972, time: 0.295, data: 0.020) G_GAN: 3.951 G_L1: 10.559 D_real: 0.001 D_fake: 0.169 +(epoch: 34, iters: 6072, time: 0.286, data: 0.017) G_GAN: 6.514 G_L1: 7.549 D_real: 0.000 D_fake: 0.014 +(epoch: 34, iters: 6172, time: 0.303, data: 0.016) G_GAN: 3.381 G_L1: 3.728 D_real: 0.013 D_fake: 0.071 +(epoch: 34, iters: 6272, time: 0.408, data: 0.017) G_GAN: 3.333 G_L1: 4.298 D_real: 0.081 D_fake: 0.056 +(epoch: 34, iters: 6372, time: 0.295, data: 0.017) G_GAN: 4.731 G_L1: 4.468 D_real: 0.000 D_fake: 0.048 +(epoch: 34, iters: 6472, time: 0.303, data: 0.018) G_GAN: 3.636 G_L1: 6.320 D_real: 0.122 D_fake: 0.026 +(epoch: 34, iters: 6572, time: 0.304, data: 0.018) G_GAN: 3.333 G_L1: 9.071 D_real: 0.002 D_fake: 0.144 +(epoch: 34, iters: 6672, time: 0.395, data: 0.017) G_GAN: 5.062 G_L1: 6.640 D_real: 0.016 D_fake: 0.020 +(epoch: 34, iters: 6772, time: 0.285, data: 0.017) G_GAN: 4.828 G_L1: 2.940 D_real: 0.181 D_fake: 0.119 +(epoch: 34, iters: 6872, time: 0.303, data: 0.017) G_GAN: 6.315 G_L1: 5.203 D_real: 0.008 D_fake: 0.027 +(epoch: 34, iters: 6972, time: 0.289, data: 0.018) G_GAN: 3.446 G_L1: 4.338 D_real: 0.000 D_fake: 0.252 +(epoch: 34, iters: 7072, time: 0.421, data: 0.015) G_GAN: 4.186 G_L1: 6.149 D_real: 0.281 D_fake: 0.035 +(epoch: 34, iters: 7172, time: 0.293, data: 0.018) G_GAN: 3.787 G_L1: 3.894 D_real: 0.087 D_fake: 0.075 +(epoch: 34, iters: 7272, time: 0.295, data: 0.017) G_GAN: 4.231 G_L1: 6.461 D_real: 0.179 D_fake: 0.253 +(epoch: 34, iters: 7372, time: 0.288, data: 0.017) G_GAN: 4.172 G_L1: 6.036 D_real: 0.021 D_fake: 0.110 +(epoch: 34, iters: 7472, time: 0.573, data: 0.016) G_GAN: 2.601 G_L1: 3.859 D_real: 0.024 D_fake: 0.192 +(epoch: 34, iters: 7572, time: 0.298, data: 0.020) G_GAN: 4.691 G_L1: 7.198 D_real: 0.038 D_fake: 0.216 +(epoch: 34, iters: 7672, time: 0.295, data: 0.019) G_GAN: 5.253 G_L1: 3.937 D_real: 0.013 D_fake: 0.096 +(epoch: 34, iters: 7772, time: 0.297, data: 0.018) G_GAN: 4.100 G_L1: 4.315 D_real: 0.172 D_fake: 0.016 +(epoch: 34, iters: 7872, time: 0.400, data: 0.017) G_GAN: 4.122 G_L1: 3.754 D_real: 0.172 D_fake: 0.061 +(epoch: 34, iters: 7972, time: 0.292, data: 0.016) G_GAN: 5.541 G_L1: 5.158 D_real: 0.299 D_fake: 0.180 +(epoch: 34, iters: 8072, time: 0.305, data: 0.017) G_GAN: 4.235 G_L1: 3.655 D_real: 0.010 D_fake: 0.064 +(epoch: 34, iters: 8172, time: 0.294, data: 0.017) G_GAN: 4.474 G_L1: 4.199 D_real: 0.002 D_fake: 0.087 +(epoch: 34, iters: 8272, time: 0.415, data: 0.016) G_GAN: 3.298 G_L1: 5.704 D_real: 0.000 D_fake: 0.054 +(epoch: 34, iters: 8372, time: 0.296, data: 0.018) G_GAN: 3.445 G_L1: 5.528 D_real: 0.000 D_fake: 0.050 +(epoch: 34, iters: 8472, time: 0.303, data: 0.016) G_GAN: 3.476 G_L1: 6.213 D_real: 0.016 D_fake: 0.148 +(epoch: 34, iters: 8572, time: 0.294, data: 0.017) G_GAN: 3.034 G_L1: 4.237 D_real: 0.002 D_fake: 0.126 +(epoch: 34, iters: 8672, time: 0.417, data: 0.015) G_GAN: 3.574 G_L1: 6.149 D_real: 0.054 D_fake: 0.325 +(epoch: 34, iters: 8772, time: 0.285, data: 0.019) G_GAN: 2.214 G_L1: 4.691 D_real: 0.001 D_fake: 0.269 +(epoch: 34, iters: 8872, time: 0.303, data: 0.017) G_GAN: 4.795 G_L1: 4.182 D_real: 0.004 D_fake: 0.024 +(epoch: 34, iters: 8972, time: 0.297, data: 0.018) G_GAN: 4.570 G_L1: 6.054 D_real: 0.000 D_fake: 0.054 +(epoch: 34, iters: 9072, time: 0.420, data: 0.019) G_GAN: 4.862 G_L1: 5.691 D_real: 0.001 D_fake: 0.603 +(epoch: 34, iters: 9172, time: 0.297, data: 0.018) G_GAN: 2.996 G_L1: 5.473 D_real: 0.001 D_fake: 0.124 +(epoch: 34, iters: 9272, time: 0.293, data: 0.019) G_GAN: 3.366 G_L1: 5.170 D_real: 0.000 D_fake: 0.086 +(epoch: 34, iters: 9372, time: 0.304, data: 0.019) G_GAN: 3.843 G_L1: 5.381 D_real: 0.001 D_fake: 0.074 +(epoch: 34, iters: 9472, time: 0.580, data: 0.018) G_GAN: 3.016 G_L1: 4.540 D_real: 0.002 D_fake: 0.195 +(epoch: 34, iters: 9572, time: 0.296, data: 0.018) G_GAN: 1.749 G_L1: 4.609 D_real: 0.001 D_fake: 0.218 +(epoch: 34, iters: 9672, time: 0.291, data: 0.018) G_GAN: 4.427 G_L1: 5.042 D_real: 0.001 D_fake: 0.089 +(epoch: 34, iters: 9772, time: 0.295, data: 0.015) G_GAN: 2.253 G_L1: 3.857 D_real: 0.000 D_fake: 0.357 +(epoch: 34, iters: 9872, time: 0.420, data: 0.017) G_GAN: 1.570 G_L1: 3.784 D_real: 0.002 D_fake: 0.199 +(epoch: 34, iters: 9972, time: 0.310, data: 0.019) G_GAN: 5.186 G_L1: 3.025 D_real: 0.060 D_fake: 0.013 +(epoch: 34, iters: 10072, time: 0.295, data: 0.019) G_GAN: 3.560 G_L1: 5.678 D_real: 0.008 D_fake: 0.096 +(epoch: 34, iters: 10172, time: 0.302, data: 0.018) G_GAN: 3.153 G_L1: 4.040 D_real: 0.000 D_fake: 0.229 +(epoch: 34, iters: 10272, time: 0.421, data: 0.017) G_GAN: 2.369 G_L1: 3.502 D_real: 0.000 D_fake: 0.681 +(epoch: 34, iters: 10372, time: 0.305, data: 0.018) G_GAN: 3.914 G_L1: 5.001 D_real: 0.027 D_fake: 0.545 +(epoch: 34, iters: 10472, time: 0.293, data: 0.020) G_GAN: 4.469 G_L1: 3.733 D_real: 0.011 D_fake: 0.094 +(epoch: 34, iters: 10572, time: 0.302, data: 0.017) G_GAN: 5.317 G_L1: 5.078 D_real: 0.103 D_fake: 0.048 +(epoch: 34, iters: 10672, time: 0.418, data: 0.019) G_GAN: 4.935 G_L1: 3.453 D_real: 0.211 D_fake: 0.020 +(epoch: 34, iters: 10772, time: 0.305, data: 0.020) G_GAN: 5.584 G_L1: 6.986 D_real: 0.016 D_fake: 0.154 +(epoch: 34, iters: 10872, time: 0.292, data: 0.019) G_GAN: 4.538 G_L1: 5.930 D_real: 0.003 D_fake: 0.060 +(epoch: 34, iters: 10972, time: 0.302, data: 0.018) G_GAN: 6.059 G_L1: 4.780 D_real: 0.039 D_fake: 0.077 +(epoch: 34, iters: 11072, time: 0.417, data: 0.019) G_GAN: 5.017 G_L1: 4.253 D_real: 0.113 D_fake: 0.029 +(epoch: 34, iters: 11172, time: 0.288, data: 0.019) G_GAN: 5.017 G_L1: 11.116 D_real: 0.005 D_fake: 0.022 +(epoch: 34, iters: 11272, time: 0.278, data: 0.017) G_GAN: 5.354 G_L1: 3.683 D_real: 0.028 D_fake: 0.020 +(epoch: 34, iters: 11372, time: 0.289, data: 0.014) G_GAN: 6.952 G_L1: 5.411 D_real: 0.008 D_fake: 0.039 +(epoch: 34, iters: 11472, time: 0.555, data: 0.017) G_GAN: 5.742 G_L1: 5.714 D_real: 0.016 D_fake: 0.212 +(epoch: 34, iters: 11572, time: 0.298, data: 0.018) G_GAN: 4.899 G_L1: 4.054 D_real: 0.001 D_fake: 0.021 +(epoch: 34, iters: 11672, time: 0.292, data: 0.019) G_GAN: 5.860 G_L1: 4.060 D_real: 0.085 D_fake: 0.226 +(epoch: 34, iters: 11772, time: 0.301, data: 0.019) G_GAN: 3.887 G_L1: 17.196 D_real: 0.007 D_fake: 0.188 +(epoch: 34, iters: 11872, time: 0.411, data: 0.018) G_GAN: 5.733 G_L1: 5.427 D_real: 0.000 D_fake: 0.030 +(epoch: 34, iters: 11972, time: 0.297, data: 0.018) G_GAN: 5.103 G_L1: 4.127 D_real: 0.091 D_fake: 0.028 +(epoch: 34, iters: 12072, time: 0.298, data: 0.018) G_GAN: 4.518 G_L1: 4.936 D_real: 0.002 D_fake: 0.040 +(epoch: 34, iters: 12172, time: 0.300, data: 0.018) G_GAN: 3.659 G_L1: 3.898 D_real: 0.050 D_fake: 0.177 +(epoch: 34, iters: 12272, time: 0.418, data: 0.017) G_GAN: 3.461 G_L1: 4.043 D_real: 0.000 D_fake: 0.163 +(epoch: 34, iters: 12372, time: 0.300, data: 0.019) G_GAN: 3.491 G_L1: 4.163 D_real: 0.004 D_fake: 0.194 +(epoch: 34, iters: 12472, time: 0.292, data: 0.021) G_GAN: 4.006 G_L1: 5.424 D_real: 0.001 D_fake: 0.023 +(epoch: 34, iters: 12572, time: 0.298, data: 0.018) G_GAN: 3.771 G_L1: 4.705 D_real: 0.005 D_fake: 0.351 +(epoch: 34, iters: 12672, time: 0.408, data: 0.020) G_GAN: 5.327 G_L1: 6.938 D_real: 0.004 D_fake: 0.015 +(epoch: 34, iters: 12772, time: 0.289, data: 0.017) G_GAN: 2.613 G_L1: 3.779 D_real: 0.007 D_fake: 0.124 +(epoch: 34, iters: 12872, time: 0.275, data: 0.017) G_GAN: 4.014 G_L1: 3.419 D_real: 0.099 D_fake: 0.149 +(epoch: 34, iters: 12972, time: 0.301, data: 0.016) G_GAN: 5.162 G_L1: 3.422 D_real: 0.082 D_fake: 0.089 +(epoch: 34, iters: 13072, time: 0.398, data: 0.018) G_GAN: 4.280 G_L1: 6.154 D_real: 0.048 D_fake: 0.047 +(epoch: 34, iters: 13172, time: 0.296, data: 0.018) G_GAN: 6.481 G_L1: 6.321 D_real: 0.002 D_fake: 0.029 +(epoch: 34, iters: 13272, time: 0.301, data: 0.018) G_GAN: 6.396 G_L1: 5.020 D_real: 0.001 D_fake: 0.005 +(epoch: 34, iters: 13372, time: 0.294, data: 0.018) G_GAN: 6.292 G_L1: 7.149 D_real: 0.032 D_fake: 0.016 +(epoch: 34, iters: 13472, time: 0.568, data: 0.017) G_GAN: 4.446 G_L1: 6.224 D_real: 0.055 D_fake: 0.151 +(epoch: 34, iters: 13572, time: 0.295, data: 0.018) G_GAN: 4.413 G_L1: 5.082 D_real: 0.015 D_fake: 0.032 +(epoch: 34, iters: 13672, time: 0.286, data: 0.017) G_GAN: 6.279 G_L1: 4.239 D_real: 0.000 D_fake: 0.023 +(epoch: 34, iters: 13772, time: 0.296, data: 0.016) G_GAN: 7.360 G_L1: 6.775 D_real: 0.017 D_fake: 0.009 +(epoch: 34, iters: 13872, time: 0.407, data: 0.017) G_GAN: 6.471 G_L1: 5.929 D_real: 0.013 D_fake: 0.011 +(epoch: 34, iters: 13972, time: 0.296, data: 0.018) G_GAN: 2.306 G_L1: 5.661 D_real: 0.001 D_fake: 0.065 +(epoch: 34, iters: 14072, time: 0.293, data: 0.017) G_GAN: 4.319 G_L1: 5.209 D_real: 0.000 D_fake: 0.067 +(epoch: 34, iters: 14172, time: 0.289, data: 0.017) G_GAN: 4.710 G_L1: 4.223 D_real: 0.000 D_fake: 0.057 +(epoch: 34, iters: 14272, time: 0.410, data: 0.019) G_GAN: 4.262 G_L1: 4.060 D_real: 0.000 D_fake: 0.036 +(epoch: 34, iters: 14372, time: 0.296, data: 0.018) G_GAN: 3.110 G_L1: 6.822 D_real: 0.003 D_fake: 0.049 +(epoch: 34, iters: 14472, time: 0.302, data: 0.017) G_GAN: 4.238 G_L1: 5.068 D_real: 0.000 D_fake: 0.050 +(epoch: 34, iters: 14572, time: 0.303, data: 0.019) G_GAN: 2.767 G_L1: 7.003 D_real: 0.006 D_fake: 0.180 +(epoch: 34, iters: 14672, time: 0.391, data: 0.017) G_GAN: 2.848 G_L1: 3.312 D_real: 0.000 D_fake: 0.313 +(epoch: 34, iters: 14772, time: 0.297, data: 0.021) G_GAN: 3.522 G_L1: 7.337 D_real: 0.000 D_fake: 0.088 +(epoch: 34, iters: 14872, time: 0.301, data: 0.017) G_GAN: 2.159 G_L1: 4.211 D_real: 0.000 D_fake: 0.389 +(epoch: 34, iters: 14972, time: 0.305, data: 0.018) G_GAN: 4.124 G_L1: 3.982 D_real: 0.000 D_fake: 0.096 +(epoch: 34, iters: 15072, time: 0.386, data: 0.018) G_GAN: 2.907 G_L1: 3.735 D_real: 0.000 D_fake: 0.223 +(epoch: 34, iters: 15172, time: 0.301, data: 0.017) G_GAN: 3.697 G_L1: 3.998 D_real: 0.001 D_fake: 0.025 +(epoch: 34, iters: 15272, time: 0.302, data: 0.020) G_GAN: 4.781 G_L1: 4.809 D_real: 0.000 D_fake: 0.055 +(epoch: 34, iters: 15372, time: 0.296, data: 0.018) G_GAN: 3.565 G_L1: 3.826 D_real: 0.001 D_fake: 0.513 +(epoch: 34, iters: 15472, time: 0.543, data: 0.017) G_GAN: 2.626 G_L1: 4.740 D_real: 0.000 D_fake: 0.169 +(epoch: 34, iters: 15572, time: 0.305, data: 0.019) G_GAN: 1.792 G_L1: 4.861 D_real: 0.002 D_fake: 0.210 +(epoch: 34, iters: 15672, time: 0.302, data: 0.018) G_GAN: 2.348 G_L1: 5.422 D_real: 0.000 D_fake: 0.172 +(epoch: 34, iters: 15772, time: 0.310, data: 0.021) G_GAN: 4.367 G_L1: 6.250 D_real: 0.000 D_fake: 0.708 +(epoch: 34, iters: 15872, time: 0.425, data: 0.020) G_GAN: 3.587 G_L1: 5.273 D_real: 0.001 D_fake: 0.159 +(epoch: 34, iters: 15972, time: 0.301, data: 0.019) G_GAN: 2.637 G_L1: 3.467 D_real: 0.000 D_fake: 0.842 +(epoch: 34, iters: 16072, time: 0.293, data: 0.023) G_GAN: 3.374 G_L1: 6.197 D_real: 0.000 D_fake: 0.246 +(epoch: 34, iters: 16172, time: 0.300, data: 0.017) G_GAN: 1.994 G_L1: 5.280 D_real: 0.000 D_fake: 0.590 +(epoch: 34, iters: 16272, time: 0.416, data: 0.020) G_GAN: 1.968 G_L1: 3.935 D_real: 0.000 D_fake: 0.484 +(epoch: 34, iters: 16372, time: 0.293, data: 0.019) G_GAN: 2.992 G_L1: 5.234 D_real: 0.000 D_fake: 0.294 +(epoch: 34, iters: 16472, time: 0.302, data: 0.017) G_GAN: 2.110 G_L1: 3.270 D_real: 0.000 D_fake: 0.408 +(epoch: 34, iters: 16572, time: 0.293, data: 0.020) G_GAN: 2.134 G_L1: 4.163 D_real: 0.000 D_fake: 0.197 +(epoch: 34, iters: 16672, time: 0.415, data: 0.016) G_GAN: 3.595 G_L1: 4.259 D_real: 0.003 D_fake: 0.040 +(epoch: 34, iters: 16772, time: 0.308, data: 0.022) G_GAN: 2.800 G_L1: 4.670 D_real: 0.000 D_fake: 0.192 +(epoch: 34, iters: 16872, time: 0.300, data: 0.020) G_GAN: 1.697 G_L1: 5.341 D_real: 0.000 D_fake: 0.677 +(epoch: 34, iters: 16972, time: 0.289, data: 0.018) G_GAN: 2.183 G_L1: 5.184 D_real: 0.000 D_fake: 0.675 +(epoch: 34, iters: 17072, time: 0.418, data: 0.018) G_GAN: 2.879 G_L1: 4.704 D_real: 0.001 D_fake: 0.758 +(epoch: 34, iters: 17172, time: 0.296, data: 0.018) G_GAN: 2.300 G_L1: 6.156 D_real: 0.000 D_fake: 0.670 +(epoch: 34, iters: 17272, time: 0.294, data: 0.017) G_GAN: 2.380 G_L1: 4.259 D_real: 0.001 D_fake: 0.292 +(epoch: 34, iters: 17372, time: 0.295, data: 0.018) G_GAN: 2.497 G_L1: 5.969 D_real: 0.000 D_fake: 0.782 +(epoch: 34, iters: 17472, time: 0.583, data: 0.017) G_GAN: 2.747 G_L1: 5.778 D_real: 0.000 D_fake: 0.351 +(epoch: 34, iters: 17572, time: 0.295, data: 0.019) G_GAN: 2.385 G_L1: 4.351 D_real: 0.000 D_fake: 0.512 +(epoch: 34, iters: 17672, time: 0.300, data: 0.017) G_GAN: 1.655 G_L1: 5.005 D_real: 0.000 D_fake: 0.644 +(epoch: 34, iters: 17772, time: 0.304, data: 0.017) G_GAN: 3.357 G_L1: 5.931 D_real: 0.000 D_fake: 0.147 +(epoch: 34, iters: 17872, time: 0.415, data: 0.018) G_GAN: 3.509 G_L1: 5.955 D_real: 0.021 D_fake: 0.110 +(epoch: 34, iters: 17972, time: 0.304, data: 0.016) G_GAN: 4.973 G_L1: 4.230 D_real: 0.001 D_fake: 1.172 +(epoch: 34, iters: 18072, time: 0.295, data: 0.019) G_GAN: 1.746 G_L1: 5.386 D_real: 0.001 D_fake: 0.545 +(epoch: 34, iters: 18172, time: 0.305, data: 0.017) G_GAN: 3.002 G_L1: 5.862 D_real: 0.005 D_fake: 0.107 +(epoch: 34, iters: 18272, time: 0.419, data: 0.020) G_GAN: 2.401 G_L1: 4.983 D_real: 0.004 D_fake: 0.487 +(epoch: 34, iters: 18372, time: 0.295, data: 0.019) G_GAN: 3.900 G_L1: 6.485 D_real: 0.001 D_fake: 0.262 +(epoch: 34, iters: 18472, time: 0.303, data: 0.019) G_GAN: 2.041 G_L1: 4.395 D_real: 0.000 D_fake: 0.297 +(epoch: 34, iters: 18572, time: 0.304, data: 0.020) G_GAN: 1.752 G_L1: 4.506 D_real: 0.000 D_fake: 0.787 +(epoch: 34, iters: 18672, time: 0.413, data: 0.018) G_GAN: 2.158 G_L1: 5.474 D_real: 0.000 D_fake: 0.147 +(epoch: 34, iters: 18772, time: 0.296, data: 0.019) G_GAN: 2.200 G_L1: 4.852 D_real: 0.000 D_fake: 0.261 +(epoch: 34, iters: 18872, time: 0.298, data: 0.019) G_GAN: 2.371 G_L1: 3.457 D_real: 0.027 D_fake: 0.411 +(epoch: 34, iters: 18972, time: 0.303, data: 0.017) G_GAN: 1.400 G_L1: 4.067 D_real: 0.000 D_fake: 0.652 +(epoch: 34, iters: 19072, time: 0.419, data: 0.018) G_GAN: 1.401 G_L1: 3.800 D_real: 0.001 D_fake: 0.807 +(epoch: 34, iters: 19172, time: 0.304, data: 0.019) G_GAN: 2.216 G_L1: 3.937 D_real: 0.000 D_fake: 0.343 +(epoch: 34, iters: 19272, time: 0.302, data: 0.018) G_GAN: 2.536 G_L1: 4.085 D_real: 0.214 D_fake: 0.063 +(epoch: 34, iters: 19372, time: 0.299, data: 0.019) G_GAN: 3.838 G_L1: 6.388 D_real: 0.005 D_fake: 0.081 +(epoch: 34, iters: 19472, time: 0.574, data: 0.019) G_GAN: 3.467 G_L1: 6.283 D_real: 0.008 D_fake: 0.318 +(epoch: 34, iters: 19572, time: 0.305, data: 0.019) G_GAN: 3.162 G_L1: 8.631 D_real: 0.002 D_fake: 0.235 +(epoch: 34, iters: 19672, time: 0.302, data: 0.019) G_GAN: 2.994 G_L1: 3.600 D_real: 0.000 D_fake: 0.257 +(epoch: 34, iters: 19772, time: 0.298, data: 0.018) G_GAN: 3.285 G_L1: 3.709 D_real: 0.002 D_fake: 0.146 +(epoch: 34, iters: 19872, time: 0.430, data: 0.019) G_GAN: 2.582 G_L1: 3.889 D_real: 0.001 D_fake: 0.239 +(epoch: 34, iters: 19972, time: 0.305, data: 0.019) G_GAN: 2.049 G_L1: 5.470 D_real: 0.006 D_fake: 0.701 +(epoch: 34, iters: 20072, time: 0.305, data: 0.018) G_GAN: 2.169 G_L1: 6.242 D_real: 0.008 D_fake: 0.284 +(epoch: 34, iters: 20172, time: 0.297, data: 0.019) G_GAN: 2.207 G_L1: 4.456 D_real: 0.007 D_fake: 0.430 +(epoch: 34, iters: 20272, time: 0.420, data: 0.017) G_GAN: 2.734 G_L1: 3.778 D_real: 0.001 D_fake: 0.039 +(epoch: 34, iters: 20372, time: 0.304, data: 0.019) G_GAN: 2.263 G_L1: 3.618 D_real: 0.002 D_fake: 0.185 +(epoch: 34, iters: 20472, time: 0.305, data: 0.019) G_GAN: 3.060 G_L1: 7.426 D_real: 0.003 D_fake: 0.203 +(epoch: 34, iters: 20572, time: 0.299, data: 0.018) G_GAN: 2.026 G_L1: 4.659 D_real: 0.000 D_fake: 0.595 +(epoch: 34, iters: 20672, time: 0.418, data: 0.018) G_GAN: 1.842 G_L1: 3.686 D_real: 0.000 D_fake: 0.379 +(epoch: 34, iters: 20772, time: 0.296, data: 0.018) G_GAN: 1.491 G_L1: 5.723 D_real: 0.000 D_fake: 0.614 +(epoch: 34, iters: 20872, time: 0.298, data: 0.017) G_GAN: 0.798 G_L1: 3.869 D_real: 0.000 D_fake: 1.370 +(epoch: 34, iters: 20972, time: 0.301, data: 0.018) G_GAN: 1.060 G_L1: 4.477 D_real: 0.000 D_fake: 0.749 +(epoch: 34, iters: 21072, time: 0.398, data: 0.021) G_GAN: 3.579 G_L1: 5.999 D_real: 0.003 D_fake: 0.719 +(epoch: 34, iters: 21172, time: 0.294, data: 0.019) G_GAN: 2.943 G_L1: 4.579 D_real: 0.033 D_fake: 0.297 +(epoch: 34, iters: 21272, time: 0.299, data: 0.018) G_GAN: 4.002 G_L1: 2.711 D_real: 0.122 D_fake: 0.021 +(epoch: 34, iters: 21372, time: 0.301, data: 0.018) G_GAN: 3.153 G_L1: 3.991 D_real: 0.007 D_fake: 0.282 +(epoch: 34, iters: 21472, time: 0.518, data: 0.019) G_GAN: 4.584 G_L1: 3.629 D_real: 0.025 D_fake: 0.380 +(epoch: 34, iters: 21572, time: 0.304, data: 0.018) G_GAN: 3.971 G_L1: 4.692 D_real: 0.001 D_fake: 0.114 +(epoch: 34, iters: 21672, time: 0.304, data: 0.019) G_GAN: 3.161 G_L1: 5.333 D_real: 0.037 D_fake: 0.080 +(epoch: 34, iters: 21772, time: 0.308, data: 0.021) G_GAN: 4.350 G_L1: 6.385 D_real: 0.002 D_fake: 0.143 +(epoch: 34, iters: 21872, time: 0.417, data: 0.019) G_GAN: 3.538 G_L1: 7.484 D_real: 0.031 D_fake: 0.324 +(epoch: 34, iters: 21972, time: 0.301, data: 0.019) G_GAN: 4.476 G_L1: 6.002 D_real: 0.113 D_fake: 0.055 +(epoch: 34, iters: 22072, time: 0.297, data: 0.020) G_GAN: 4.522 G_L1: 6.035 D_real: 0.001 D_fake: 0.043 +(epoch: 34, iters: 22172, time: 0.295, data: 0.018) G_GAN: 1.968 G_L1: 4.457 D_real: 0.332 D_fake: 0.263 +(epoch: 34, iters: 22272, time: 0.415, data: 0.017) G_GAN: 3.451 G_L1: 4.319 D_real: 0.083 D_fake: 0.248 +(epoch: 34, iters: 22372, time: 0.301, data: 0.019) G_GAN: 3.862 G_L1: 5.808 D_real: 0.017 D_fake: 0.087 +(epoch: 34, iters: 22472, time: 0.303, data: 0.017) G_GAN: 2.549 G_L1: 3.335 D_real: 1.005 D_fake: 0.148 +(epoch: 34, iters: 22572, time: 0.304, data: 0.019) G_GAN: 4.160 G_L1: 4.474 D_real: 0.023 D_fake: 0.094 +(epoch: 34, iters: 22672, time: 0.427, data: 0.019) G_GAN: 3.711 G_L1: 4.723 D_real: 0.018 D_fake: 0.089 +(epoch: 34, iters: 22772, time: 0.300, data: 0.019) G_GAN: 3.761 G_L1: 5.681 D_real: 0.005 D_fake: 0.379 +(epoch: 34, iters: 22872, time: 0.304, data: 0.019) G_GAN: 4.636 G_L1: 4.680 D_real: 0.007 D_fake: 0.436 +(epoch: 34, iters: 22972, time: 0.293, data: 0.019) G_GAN: 3.273 G_L1: 3.595 D_real: 0.002 D_fake: 0.108 +(epoch: 34, iters: 23072, time: 0.415, data: 0.018) G_GAN: 4.150 G_L1: 5.791 D_real: 0.059 D_fake: 0.212 +(epoch: 34, iters: 23172, time: 0.304, data: 0.019) G_GAN: 5.031 G_L1: 4.854 D_real: 0.054 D_fake: 0.026 +(epoch: 34, iters: 23272, time: 0.302, data: 0.018) G_GAN: 2.438 G_L1: 5.040 D_real: 0.030 D_fake: 0.300 +(epoch: 34, iters: 23372, time: 0.311, data: 0.019) G_GAN: 5.293 G_L1: 6.068 D_real: 0.023 D_fake: 0.106 +(epoch: 34, iters: 23472, time: 0.569, data: 0.020) G_GAN: 3.843 G_L1: 3.976 D_real: 0.009 D_fake: 0.058 +(epoch: 34, iters: 23572, time: 0.307, data: 0.019) G_GAN: 2.896 G_L1: 5.412 D_real: 0.000 D_fake: 0.212 +(epoch: 34, iters: 23672, time: 0.302, data: 0.020) G_GAN: 4.982 G_L1: 4.209 D_real: 0.008 D_fake: 0.018 +(epoch: 34, iters: 23772, time: 0.307, data: 0.018) G_GAN: 5.509 G_L1: 4.291 D_real: 0.024 D_fake: 0.011 +(epoch: 34, iters: 23872, time: 0.425, data: 0.022) G_GAN: 3.286 G_L1: 7.042 D_real: 0.169 D_fake: 0.282 +(epoch: 34, iters: 23972, time: 0.304, data: 0.019) G_GAN: 3.920 G_L1: 4.088 D_real: 0.045 D_fake: 0.064 +(epoch: 34, iters: 24072, time: 0.304, data: 0.018) G_GAN: 3.959 G_L1: 4.210 D_real: 0.066 D_fake: 0.646 +(epoch: 34, iters: 24172, time: 0.302, data: 0.020) G_GAN: 3.796 G_L1: 4.362 D_real: 0.006 D_fake: 0.081 +(epoch: 34, iters: 24272, time: 0.420, data: 0.020) G_GAN: 3.491 G_L1: 4.034 D_real: 0.013 D_fake: 0.088 +(epoch: 34, iters: 24372, time: 0.304, data: 0.020) G_GAN: 5.515 G_L1: 4.682 D_real: 0.120 D_fake: 0.186 +(epoch: 34, iters: 24472, time: 0.304, data: 0.020) G_GAN: 5.902 G_L1: 6.262 D_real: 0.125 D_fake: 0.006 +(epoch: 34, iters: 24572, time: 0.293, data: 0.018) G_GAN: 4.273 G_L1: 4.332 D_real: 0.003 D_fake: 0.070 +(epoch: 34, iters: 24672, time: 0.429, data: 0.017) G_GAN: 4.771 G_L1: 4.447 D_real: 0.064 D_fake: 0.053 +(epoch: 34, iters: 24772, time: 0.301, data: 0.019) G_GAN: 5.039 G_L1: 5.020 D_real: 0.004 D_fake: 0.032 +(epoch: 34, iters: 24872, time: 0.292, data: 0.019) G_GAN: 4.079 G_L1: 2.951 D_real: 0.033 D_fake: 0.093 +(epoch: 34, iters: 24972, time: 0.283, data: 0.016) G_GAN: 3.773 G_L1: 3.637 D_real: 0.031 D_fake: 0.073 +(epoch: 34, iters: 25072, time: 0.419, data: 0.015) G_GAN: 4.793 G_L1: 5.593 D_real: 0.000 D_fake: 0.220 +(epoch: 34, iters: 25172, time: 0.293, data: 0.018) G_GAN: 3.591 G_L1: 3.403 D_real: 0.005 D_fake: 0.407 +(epoch: 34, iters: 25272, time: 0.302, data: 0.016) G_GAN: 3.655 G_L1: 3.869 D_real: 0.270 D_fake: 0.032 +(epoch: 34, iters: 25372, time: 0.302, data: 0.018) G_GAN: 4.367 G_L1: 6.452 D_real: 0.070 D_fake: 0.128 +(epoch: 34, iters: 25472, time: 0.578, data: 0.018) G_GAN: 4.728 G_L1: 7.443 D_real: 0.587 D_fake: 0.042 +(epoch: 34, iters: 25572, time: 0.303, data: 0.018) G_GAN: 5.815 G_L1: 3.673 D_real: 0.003 D_fake: 0.128 +(epoch: 34, iters: 25672, time: 0.296, data: 0.018) G_GAN: 4.159 G_L1: 4.784 D_real: 0.126 D_fake: 0.073 +(epoch: 34, iters: 25772, time: 0.297, data: 0.019) G_GAN: 5.236 G_L1: 5.182 D_real: 0.084 D_fake: 0.044 +(epoch: 34, iters: 25872, time: 0.423, data: 0.017) G_GAN: 4.445 G_L1: 6.315 D_real: 0.170 D_fake: 0.146 +(epoch: 34, iters: 25972, time: 0.291, data: 0.018) G_GAN: 3.066 G_L1: 3.383 D_real: 0.099 D_fake: 0.183 +(epoch: 34, iters: 26072, time: 0.300, data: 0.016) G_GAN: 5.500 G_L1: 10.932 D_real: 0.168 D_fake: 0.140 +(epoch: 34, iters: 26172, time: 0.292, data: 0.018) G_GAN: 3.904 G_L1: 4.088 D_real: 0.000 D_fake: 0.042 +(epoch: 34, iters: 26272, time: 0.392, data: 0.020) G_GAN: 4.593 G_L1: 2.960 D_real: 0.003 D_fake: 0.086 +(epoch: 34, iters: 26372, time: 0.302, data: 0.021) G_GAN: 4.803 G_L1: 4.747 D_real: 0.019 D_fake: 0.074 +(epoch: 34, iters: 26472, time: 0.289, data: 0.017) G_GAN: 5.127 G_L1: 3.576 D_real: 0.871 D_fake: 0.016 +(epoch: 34, iters: 26572, time: 0.303, data: 0.017) G_GAN: 5.052 G_L1: 4.161 D_real: 0.020 D_fake: 0.018 +(epoch: 34, iters: 26672, time: 0.419, data: 0.019) G_GAN: 2.791 G_L1: 4.079 D_real: 0.699 D_fake: 0.031 +(epoch: 34, iters: 26772, time: 0.307, data: 0.019) G_GAN: 3.411 G_L1: 6.214 D_real: 0.762 D_fake: 0.032 +(epoch: 34, iters: 26872, time: 0.294, data: 0.018) G_GAN: 3.256 G_L1: 4.420 D_real: 0.172 D_fake: 0.294 +(epoch: 34, iters: 26972, time: 0.296, data: 0.020) G_GAN: 4.421 G_L1: 4.689 D_real: 0.016 D_fake: 0.025 +(epoch: 34, iters: 27072, time: 0.418, data: 0.018) G_GAN: 4.939 G_L1: 4.194 D_real: 0.087 D_fake: 0.059 +(epoch: 34, iters: 27172, time: 0.290, data: 0.019) G_GAN: 4.017 G_L1: 4.854 D_real: 0.009 D_fake: 0.037 +(epoch: 34, iters: 27272, time: 0.304, data: 0.017) G_GAN: 3.898 G_L1: 3.681 D_real: 0.019 D_fake: 0.470 +(epoch: 34, iters: 27372, time: 0.289, data: 0.019) G_GAN: 3.034 G_L1: 4.773 D_real: 0.000 D_fake: 0.112 +(epoch: 34, iters: 27472, time: 0.520, data: 0.017) G_GAN: 4.171 G_L1: 5.918 D_real: 0.008 D_fake: 0.060 +(epoch: 34, iters: 27572, time: 0.297, data: 0.019) G_GAN: 4.311 G_L1: 4.585 D_real: 0.000 D_fake: 0.139 +(epoch: 34, iters: 27672, time: 0.304, data: 0.017) G_GAN: 6.103 G_L1: 4.057 D_real: 0.010 D_fake: 1.093 +(epoch: 34, iters: 27772, time: 0.287, data: 0.018) G_GAN: 4.992 G_L1: 11.751 D_real: 0.017 D_fake: 0.055 +(epoch: 34, iters: 27872, time: 0.387, data: 0.017) G_GAN: 4.948 G_L1: 5.214 D_real: 0.001 D_fake: 0.048 +(epoch: 34, iters: 27972, time: 0.294, data: 0.018) G_GAN: 4.330 G_L1: 6.586 D_real: 0.000 D_fake: 0.226 +(epoch: 34, iters: 28072, time: 0.301, data: 0.017) G_GAN: 4.823 G_L1: 4.083 D_real: 0.019 D_fake: 0.017 +(epoch: 34, iters: 28172, time: 0.299, data: 0.018) G_GAN: 3.170 G_L1: 3.869 D_real: 0.191 D_fake: 0.310 +(epoch: 34, iters: 28272, time: 0.384, data: 0.018) G_GAN: 4.451 G_L1: 4.458 D_real: 0.007 D_fake: 0.065 +(epoch: 34, iters: 28372, time: 0.303, data: 0.019) G_GAN: 3.794 G_L1: 3.475 D_real: 0.161 D_fake: 0.107 +(epoch: 34, iters: 28472, time: 0.301, data: 0.018) G_GAN: 4.658 G_L1: 8.518 D_real: 0.057 D_fake: 0.118 +(epoch: 34, iters: 28572, time: 0.289, data: 0.019) G_GAN: 2.987 G_L1: 4.292 D_real: 0.436 D_fake: 0.104 +(epoch: 34, iters: 28672, time: 0.379, data: 0.017) G_GAN: 3.823 G_L1: 4.322 D_real: 0.420 D_fake: 0.082 +(epoch: 34, iters: 28772, time: 0.302, data: 0.017) G_GAN: 4.083 G_L1: 6.200 D_real: 0.078 D_fake: 0.135 +(epoch: 34, iters: 28872, time: 0.303, data: 0.019) G_GAN: 5.292 G_L1: 4.040 D_real: 0.019 D_fake: 0.042 +(epoch: 34, iters: 28972, time: 0.305, data: 0.017) G_GAN: 5.968 G_L1: 8.222 D_real: 0.047 D_fake: 0.009 +(epoch: 34, iters: 29072, time: 0.399, data: 0.022) G_GAN: 5.676 G_L1: 5.114 D_real: 0.005 D_fake: 0.045 +(epoch: 34, iters: 29172, time: 0.301, data: 0.019) G_GAN: 4.142 G_L1: 5.465 D_real: 0.032 D_fake: 0.225 +(epoch: 34, iters: 29272, time: 0.290, data: 0.018) G_GAN: 2.531 G_L1: 3.604 D_real: 0.996 D_fake: 0.069 +(epoch: 34, iters: 29372, time: 0.295, data: 0.017) G_GAN: 5.196 G_L1: 6.709 D_real: 0.008 D_fake: 0.027 +(epoch: 34, iters: 29472, time: 0.510, data: 0.016) G_GAN: 4.937 G_L1: 3.596 D_real: 0.067 D_fake: 0.015 +(epoch: 34, iters: 29572, time: 0.299, data: 0.019) G_GAN: 5.142 G_L1: 3.741 D_real: 0.064 D_fake: 0.027 +(epoch: 34, iters: 29672, time: 0.295, data: 0.019) G_GAN: 6.469 G_L1: 3.734 D_real: 0.060 D_fake: 0.003 +(epoch: 34, iters: 29772, time: 0.302, data: 0.017) G_GAN: 5.178 G_L1: 10.302 D_real: 0.000 D_fake: 0.029 +(epoch: 34, iters: 29872, time: 0.396, data: 0.018) G_GAN: 5.271 G_L1: 18.324 D_real: 0.003 D_fake: 0.136 +(epoch: 34, iters: 29972, time: 0.301, data: 0.018) G_GAN: 3.579 G_L1: 3.150 D_real: 0.283 D_fake: 0.035 +(epoch: 34, iters: 30072, time: 0.290, data: 0.019) G_GAN: 4.528 G_L1: 4.340 D_real: 0.089 D_fake: 0.068 +(epoch: 34, iters: 30172, time: 0.304, data: 0.018) G_GAN: 4.699 G_L1: 3.685 D_real: 0.079 D_fake: 0.034 +(epoch: 34, iters: 30272, time: 0.409, data: 0.021) G_GAN: 3.855 G_L1: 3.219 D_real: 0.254 D_fake: 0.023 +(epoch: 34, iters: 30372, time: 0.300, data: 0.019) G_GAN: 5.093 G_L1: 5.741 D_real: 0.000 D_fake: 0.836 +(epoch: 34, iters: 30472, time: 0.298, data: 0.018) G_GAN: 4.376 G_L1: 4.036 D_real: 0.023 D_fake: 0.072 +(epoch: 34, iters: 30572, time: 0.301, data: 0.018) G_GAN: 4.222 G_L1: 4.012 D_real: 0.193 D_fake: 0.127 +(epoch: 34, iters: 30672, time: 0.416, data: 0.018) G_GAN: 3.807 G_L1: 3.925 D_real: 0.317 D_fake: 0.022 +(epoch: 34, iters: 30772, time: 0.298, data: 0.019) G_GAN: 3.971 G_L1: 3.897 D_real: 0.031 D_fake: 0.187 +(epoch: 34, iters: 30872, time: 0.304, data: 0.017) G_GAN: 4.900 G_L1: 3.832 D_real: 0.239 D_fake: 0.023 +(epoch: 34, iters: 30972, time: 0.301, data: 0.017) G_GAN: 10.635 G_L1: 4.015 D_real: 0.117 D_fake: 0.001 +(epoch: 34, iters: 31072, time: 0.397, data: 0.019) G_GAN: 7.920 G_L1: 3.640 D_real: 0.000 D_fake: 0.014 +(epoch: 34, iters: 31172, time: 0.301, data: 0.018) G_GAN: 8.291 G_L1: 7.789 D_real: 0.012 D_fake: 0.020 +(epoch: 34, iters: 31272, time: 0.293, data: 0.019) G_GAN: 7.083 G_L1: 5.195 D_real: 0.001 D_fake: 0.019 +(epoch: 34, iters: 31372, time: 0.298, data: 0.018) G_GAN: 6.956 G_L1: 4.254 D_real: 0.107 D_fake: 0.017 +(epoch: 34, iters: 31472, time: 0.556, data: 0.017) G_GAN: 5.454 G_L1: 4.130 D_real: 0.001 D_fake: 0.032 +(epoch: 34, iters: 31572, time: 0.301, data: 0.019) G_GAN: 4.581 G_L1: 7.124 D_real: 0.009 D_fake: 0.086 +(epoch: 34, iters: 31672, time: 0.305, data: 0.019) G_GAN: 5.516 G_L1: 6.525 D_real: 0.000 D_fake: 0.089 +(epoch: 34, iters: 31772, time: 0.301, data: 0.019) G_GAN: 3.619 G_L1: 6.128 D_real: 0.000 D_fake: 0.097 +(epoch: 34, iters: 31872, time: 0.422, data: 0.017) G_GAN: 3.703 G_L1: 4.949 D_real: 0.002 D_fake: 0.195 +(epoch: 34, iters: 31972, time: 0.300, data: 0.019) G_GAN: 3.271 G_L1: 7.366 D_real: 0.003 D_fake: 0.048 +(epoch: 34, iters: 32072, time: 0.289, data: 0.020) G_GAN: 4.675 G_L1: 4.640 D_real: 0.007 D_fake: 0.068 +(epoch: 34, iters: 32172, time: 0.304, data: 0.018) G_GAN: 2.511 G_L1: 5.733 D_real: 0.001 D_fake: 0.165 +(epoch: 34, iters: 32272, time: 0.420, data: 0.018) G_GAN: 4.077 G_L1: 4.336 D_real: 0.000 D_fake: 0.215 +(epoch: 34, iters: 32372, time: 0.295, data: 0.024) G_GAN: 3.489 G_L1: 3.452 D_real: 0.001 D_fake: 0.164 +(epoch: 34, iters: 32472, time: 0.283, data: 0.017) G_GAN: 3.634 G_L1: 7.374 D_real: 0.000 D_fake: 0.069 +(epoch: 34, iters: 32572, time: 0.296, data: 0.016) G_GAN: 2.141 G_L1: 5.279 D_real: 0.000 D_fake: 0.335 +(epoch: 34, iters: 32672, time: 0.415, data: 0.019) G_GAN: 4.820 G_L1: 5.647 D_real: 0.000 D_fake: 0.075 +(epoch: 34, iters: 32772, time: 0.308, data: 0.019) G_GAN: 3.621 G_L1: 5.297 D_real: 0.000 D_fake: 0.955 +(epoch: 34, iters: 32872, time: 0.297, data: 0.021) G_GAN: 4.251 G_L1: 5.109 D_real: 0.001 D_fake: 0.101 +(epoch: 34, iters: 32972, time: 0.306, data: 0.017) G_GAN: 3.765 G_L1: 7.080 D_real: 0.001 D_fake: 0.213 +(epoch: 34, iters: 33072, time: 0.425, data: 0.018) G_GAN: 3.046 G_L1: 4.931 D_real: 0.000 D_fake: 0.313 +(epoch: 34, iters: 33172, time: 0.302, data: 0.021) G_GAN: 1.924 G_L1: 4.917 D_real: 0.000 D_fake: 0.079 +(epoch: 34, iters: 33272, time: 0.303, data: 0.018) G_GAN: 2.724 G_L1: 3.648 D_real: 0.004 D_fake: 0.432 +(epoch: 34, iters: 33372, time: 0.296, data: 0.018) G_GAN: 2.849 G_L1: 4.113 D_real: 0.000 D_fake: 0.099 +(epoch: 34, iters: 33472, time: 0.567, data: 0.017) G_GAN: 3.491 G_L1: 4.293 D_real: 0.006 D_fake: 0.272 +(epoch: 34, iters: 33572, time: 0.304, data: 0.020) G_GAN: 3.151 G_L1: 8.317 D_real: 0.001 D_fake: 0.088 +(epoch: 34, iters: 33672, time: 0.299, data: 0.018) G_GAN: 4.096 G_L1: 5.830 D_real: 0.001 D_fake: 0.021 +(epoch: 34, iters: 33772, time: 0.300, data: 0.019) G_GAN: 1.647 G_L1: 3.526 D_real: 0.004 D_fake: 0.399 +(epoch: 34, iters: 33872, time: 0.411, data: 0.017) G_GAN: 3.820 G_L1: 6.093 D_real: 0.000 D_fake: 0.137 +(epoch: 34, iters: 33972, time: 0.300, data: 0.018) G_GAN: 2.744 G_L1: 4.343 D_real: 0.000 D_fake: 0.352 +(epoch: 34, iters: 34072, time: 0.302, data: 0.018) G_GAN: 2.540 G_L1: 3.799 D_real: 0.000 D_fake: 0.260 +(epoch: 34, iters: 34172, time: 0.300, data: 0.018) G_GAN: 3.431 G_L1: 5.942 D_real: 0.000 D_fake: 0.206 +(epoch: 34, iters: 34272, time: 0.418, data: 0.018) G_GAN: 3.811 G_L1: 5.472 D_real: 0.000 D_fake: 0.168 +(epoch: 34, iters: 34372, time: 0.294, data: 0.019) G_GAN: 5.704 G_L1: 3.450 D_real: 0.008 D_fake: 0.016 +(epoch: 34, iters: 34472, time: 0.303, data: 0.016) G_GAN: 4.233 G_L1: 3.256 D_real: 0.259 D_fake: 0.127 +(epoch: 34, iters: 34572, time: 0.299, data: 0.020) G_GAN: 5.376 G_L1: 5.576 D_real: 0.041 D_fake: 0.043 +(epoch: 34, iters: 34672, time: 0.414, data: 0.018) G_GAN: 5.552 G_L1: 7.031 D_real: 0.102 D_fake: 0.227 +(epoch: 34, iters: 34772, time: 0.311, data: 0.019) G_GAN: 4.555 G_L1: 4.295 D_real: 0.094 D_fake: 0.045 +(epoch: 34, iters: 34872, time: 0.291, data: 0.018) G_GAN: 3.855 G_L1: 4.754 D_real: 0.036 D_fake: 0.094 +(epoch: 34, iters: 34972, time: 0.291, data: 0.017) G_GAN: 6.468 G_L1: 6.967 D_real: 0.139 D_fake: 0.008 +(epoch: 34, iters: 35072, time: 0.416, data: 0.018) G_GAN: 4.992 G_L1: 6.501 D_real: 0.000 D_fake: 0.078 +(epoch: 34, iters: 35172, time: 0.301, data: 0.020) G_GAN: 6.428 G_L1: 7.543 D_real: 0.081 D_fake: 0.016 +(epoch: 34, iters: 35272, time: 0.302, data: 0.019) G_GAN: 5.066 G_L1: 4.571 D_real: 0.019 D_fake: 0.106 +(epoch: 34, iters: 35372, time: 0.290, data: 0.018) G_GAN: 3.887 G_L1: 4.790 D_real: 0.161 D_fake: 0.129 +(epoch: 34, iters: 35472, time: 0.570, data: 0.020) G_GAN: 4.346 G_L1: 3.445 D_real: 0.032 D_fake: 0.047 +(epoch: 34, iters: 35572, time: 0.305, data: 0.019) G_GAN: 4.893 G_L1: 4.033 D_real: 0.006 D_fake: 0.058 +(epoch: 34, iters: 35672, time: 0.310, data: 0.019) G_GAN: 3.224 G_L1: 4.855 D_real: 0.115 D_fake: 0.323 +(epoch: 34, iters: 35772, time: 0.287, data: 0.019) G_GAN: 5.730 G_L1: 4.586 D_real: 0.004 D_fake: 0.046 +(epoch: 34, iters: 35872, time: 0.415, data: 0.018) G_GAN: 3.690 G_L1: 4.661 D_real: 0.704 D_fake: 0.014 +(epoch: 34, iters: 35972, time: 0.305, data: 0.018) G_GAN: 4.245 G_L1: 3.324 D_real: 0.502 D_fake: 0.030 +(epoch: 34, iters: 36072, time: 0.307, data: 0.020) G_GAN: 4.248 G_L1: 3.796 D_real: 0.013 D_fake: 0.166 +(epoch: 34, iters: 36172, time: 0.305, data: 0.018) G_GAN: 4.449 G_L1: 4.112 D_real: 0.048 D_fake: 0.047 +(epoch: 34, iters: 36272, time: 0.434, data: 0.017) G_GAN: 4.516 G_L1: 4.301 D_real: 0.042 D_fake: 0.051 +(epoch: 34, iters: 36372, time: 0.307, data: 0.020) G_GAN: 5.279 G_L1: 2.026 D_real: 0.281 D_fake: 0.016 +(epoch: 34, iters: 36472, time: 0.303, data: 0.019) G_GAN: 4.521 G_L1: 5.438 D_real: 0.047 D_fake: 0.031 +(epoch: 34, iters: 36572, time: 0.299, data: 0.017) G_GAN: 4.285 G_L1: 3.828 D_real: 0.028 D_fake: 0.045 +(epoch: 34, iters: 36672, time: 0.415, data: 0.018) G_GAN: 4.829 G_L1: 6.021 D_real: 0.002 D_fake: 0.024 +(epoch: 34, iters: 36772, time: 0.306, data: 0.019) G_GAN: 4.956 G_L1: 5.485 D_real: 0.000 D_fake: 0.022 +(epoch: 34, iters: 36872, time: 0.310, data: 0.021) G_GAN: 3.852 G_L1: 5.147 D_real: 0.479 D_fake: 0.048 +(epoch: 34, iters: 36972, time: 0.289, data: 0.020) G_GAN: 4.363 G_L1: 4.879 D_real: 0.005 D_fake: 0.163 +(epoch: 34, iters: 37072, time: 0.416, data: 0.018) G_GAN: 3.286 G_L1: 4.061 D_real: 0.006 D_fake: 0.128 +(epoch: 34, iters: 37172, time: 0.288, data: 0.019) G_GAN: 3.400 G_L1: 4.788 D_real: 0.000 D_fake: 0.115 +(epoch: 34, iters: 37272, time: 0.293, data: 0.021) G_GAN: 3.563 G_L1: 3.718 D_real: 0.003 D_fake: 0.566 +(epoch: 34, iters: 37372, time: 0.302, data: 0.017) G_GAN: 8.326 G_L1: 4.299 D_real: 0.000 D_fake: 0.001 +(epoch: 34, iters: 37472, time: 0.579, data: 0.020) G_GAN: 6.366 G_L1: 5.454 D_real: 0.001 D_fake: 0.147 +(epoch: 34, iters: 37572, time: 0.307, data: 0.020) G_GAN: 4.737 G_L1: 3.245 D_real: 0.715 D_fake: 0.022 +(epoch: 34, iters: 37672, time: 0.288, data: 0.020) G_GAN: 4.268 G_L1: 3.675 D_real: 0.069 D_fake: 0.042 +(epoch: 34, iters: 37772, time: 0.302, data: 0.017) G_GAN: 4.218 G_L1: 4.938 D_real: 0.540 D_fake: 0.013 +(epoch: 34, iters: 37872, time: 0.402, data: 0.018) G_GAN: 5.605 G_L1: 3.137 D_real: 0.010 D_fake: 0.063 +(epoch: 34, iters: 37972, time: 0.295, data: 0.017) G_GAN: 5.973 G_L1: 3.827 D_real: 0.086 D_fake: 0.019 +(epoch: 34, iters: 38072, time: 0.306, data: 0.019) G_GAN: 3.443 G_L1: 4.120 D_real: 0.000 D_fake: 0.119 +(epoch: 34, iters: 38172, time: 0.296, data: 0.017) G_GAN: 4.125 G_L1: 4.324 D_real: 0.026 D_fake: 0.158 +(epoch: 34, iters: 38272, time: 0.414, data: 0.018) G_GAN: 3.222 G_L1: 4.210 D_real: 0.067 D_fake: 0.227 +(epoch: 34, iters: 38372, time: 0.294, data: 0.020) G_GAN: 5.746 G_L1: 4.330 D_real: 0.055 D_fake: 0.024 +(epoch: 34, iters: 38472, time: 0.296, data: 0.018) G_GAN: 3.291 G_L1: 3.302 D_real: 0.006 D_fake: 0.349 +(epoch: 34, iters: 38572, time: 0.305, data: 0.019) G_GAN: 3.859 G_L1: 4.668 D_real: 0.564 D_fake: 0.082 +(epoch: 34, iters: 38672, time: 0.432, data: 0.020) G_GAN: 3.045 G_L1: 6.546 D_real: 0.004 D_fake: 0.519 +(epoch: 34, iters: 38772, time: 0.303, data: 0.019) G_GAN: 5.755 G_L1: 6.238 D_real: 0.003 D_fake: 0.525 +(epoch: 34, iters: 38872, time: 0.304, data: 0.018) G_GAN: 2.573 G_L1: 4.401 D_real: 0.000 D_fake: 0.251 +(epoch: 34, iters: 38972, time: 0.302, data: 0.018) G_GAN: 3.906 G_L1: 4.925 D_real: 0.003 D_fake: 0.062 +(epoch: 34, iters: 39072, time: 0.422, data: 0.018) G_GAN: 4.294 G_L1: 5.252 D_real: 0.002 D_fake: 0.233 +(epoch: 34, iters: 39172, time: 0.305, data: 0.019) G_GAN: 3.865 G_L1: 4.613 D_real: 0.001 D_fake: 0.163 +(epoch: 34, iters: 39272, time: 0.295, data: 0.017) G_GAN: 7.281 G_L1: 6.898 D_real: 0.000 D_fake: 0.068 +(epoch: 34, iters: 39372, time: 0.301, data: 0.019) G_GAN: 4.996 G_L1: 6.538 D_real: 0.015 D_fake: 0.086 +(epoch: 34, iters: 39472, time: 0.566, data: 0.019) G_GAN: 4.665 G_L1: 3.363 D_real: 0.039 D_fake: 0.068 +(epoch: 34, iters: 39572, time: 0.304, data: 0.018) G_GAN: 3.379 G_L1: 4.739 D_real: 0.045 D_fake: 0.129 +(epoch: 34, iters: 39672, time: 0.295, data: 0.019) G_GAN: 3.736 G_L1: 3.106 D_real: 0.277 D_fake: 0.036 +(epoch: 34, iters: 39772, time: 0.286, data: 0.017) G_GAN: 3.616 G_L1: 4.418 D_real: 0.030 D_fake: 0.140 +(epoch: 34, iters: 39872, time: 0.388, data: 0.017) G_GAN: 7.336 G_L1: 3.544 D_real: 0.024 D_fake: 0.026 +(epoch: 34, iters: 39972, time: 0.301, data: 0.019) G_GAN: 5.228 G_L1: 4.592 D_real: 0.001 D_fake: 0.014 +(epoch: 34, iters: 40072, time: 0.297, data: 0.017) G_GAN: 6.295 G_L1: 3.679 D_real: 0.001 D_fake: 0.011 +(epoch: 34, iters: 40172, time: 0.295, data: 0.018) G_GAN: 4.908 G_L1: 6.725 D_real: 0.011 D_fake: 0.047 +(epoch: 34, iters: 40272, time: 0.411, data: 0.018) G_GAN: 4.590 G_L1: 4.449 D_real: 0.174 D_fake: 0.030 +(epoch: 34, iters: 40372, time: 0.303, data: 0.018) G_GAN: 3.916 G_L1: 2.923 D_real: 0.054 D_fake: 0.110 +(epoch: 34, iters: 40472, time: 0.277, data: 0.018) G_GAN: 3.397 G_L1: 5.431 D_real: 0.142 D_fake: 0.157 +(epoch: 34, iters: 40572, time: 0.309, data: 0.017) G_GAN: 4.877 G_L1: 3.955 D_real: 0.049 D_fake: 0.036 +(epoch: 34, iters: 40672, time: 0.417, data: 0.019) G_GAN: 3.536 G_L1: 3.010 D_real: 0.475 D_fake: 0.053 +(epoch: 34, iters: 40772, time: 0.301, data: 0.020) G_GAN: 3.297 G_L1: 4.242 D_real: 0.157 D_fake: 0.332 +(epoch: 34, iters: 40872, time: 0.300, data: 0.019) G_GAN: 3.587 G_L1: 3.355 D_real: 0.170 D_fake: 0.064 +(epoch: 34, iters: 40972, time: 0.294, data: 0.017) G_GAN: 4.201 G_L1: 3.063 D_real: 0.014 D_fake: 0.046 +(epoch: 34, iters: 41072, time: 0.424, data: 0.017) G_GAN: 5.319 G_L1: 3.580 D_real: 0.011 D_fake: 0.056 +(epoch: 34, iters: 41172, time: 0.286, data: 0.018) G_GAN: 6.458 G_L1: 4.694 D_real: 0.004 D_fake: 0.030 +(epoch: 34, iters: 41272, time: 0.295, data: 0.017) G_GAN: 4.712 G_L1: 5.100 D_real: 0.004 D_fake: 0.046 +(epoch: 34, iters: 41372, time: 0.293, data: 0.016) G_GAN: 5.150 G_L1: 3.206 D_real: 0.024 D_fake: 0.039 +(epoch: 34, iters: 41472, time: 0.509, data: 0.017) G_GAN: 4.829 G_L1: 2.254 D_real: 0.110 D_fake: 0.024 +(epoch: 34, iters: 41572, time: 0.297, data: 0.015) G_GAN: 3.784 G_L1: 3.916 D_real: 0.130 D_fake: 0.089 +(epoch: 34, iters: 41672, time: 0.299, data: 0.017) G_GAN: 4.786 G_L1: 4.392 D_real: 0.117 D_fake: 0.019 +(epoch: 34, iters: 41772, time: 0.302, data: 0.017) G_GAN: 3.446 G_L1: 3.295 D_real: 0.284 D_fake: 0.057 +(epoch: 34, iters: 41872, time: 0.408, data: 0.017) G_GAN: 4.833 G_L1: 5.853 D_real: 0.152 D_fake: 0.035 +(epoch: 34, iters: 41972, time: 0.292, data: 0.017) G_GAN: 3.990 G_L1: 3.570 D_real: 0.004 D_fake: 0.376 +(epoch: 34, iters: 42072, time: 0.299, data: 0.019) G_GAN: 5.151 G_L1: 4.685 D_real: 0.004 D_fake: 0.081 +(epoch: 34, iters: 42172, time: 0.303, data: 0.017) G_GAN: 2.648 G_L1: 3.596 D_real: 0.371 D_fake: 0.163 +(epoch: 34, iters: 42272, time: 0.411, data: 0.019) G_GAN: 5.296 G_L1: 4.694 D_real: 0.088 D_fake: 0.015 +(epoch: 34, iters: 42372, time: 0.304, data: 0.018) G_GAN: 4.787 G_L1: 4.790 D_real: 0.026 D_fake: 0.110 +(epoch: 34, iters: 42472, time: 0.286, data: 0.018) G_GAN: 3.846 G_L1: 5.991 D_real: 0.055 D_fake: 0.502 +(epoch: 34, iters: 42572, time: 0.293, data: 0.017) G_GAN: 5.212 G_L1: 7.954 D_real: 0.003 D_fake: 0.023 +(epoch: 34, iters: 42672, time: 0.418, data: 0.020) G_GAN: 4.921 G_L1: 3.719 D_real: 0.035 D_fake: 0.106 +(epoch: 34, iters: 42772, time: 0.301, data: 0.021) G_GAN: 4.974 G_L1: 3.937 D_real: 0.001 D_fake: 0.119 +(epoch: 34, iters: 42872, time: 0.302, data: 0.017) G_GAN: 6.711 G_L1: 7.511 D_real: 0.004 D_fake: 0.014 +(epoch: 34, iters: 42972, time: 0.298, data: 0.019) G_GAN: 5.356 G_L1: 5.377 D_real: 0.001 D_fake: 0.231 +(epoch: 34, iters: 43072, time: 0.419, data: 0.017) G_GAN: 6.783 G_L1: 6.837 D_real: 0.331 D_fake: 0.147 +(epoch: 34, iters: 43172, time: 0.286, data: 0.025) G_GAN: 5.850 G_L1: 6.154 D_real: 0.038 D_fake: 0.024 +(epoch: 34, iters: 43272, time: 0.293, data: 0.020) G_GAN: 3.889 G_L1: 5.516 D_real: 0.245 D_fake: 0.038 +(epoch: 34, iters: 43372, time: 0.296, data: 0.018) G_GAN: 7.939 G_L1: 8.465 D_real: 0.009 D_fake: 0.205 +(epoch: 34, iters: 43472, time: 0.553, data: 0.018) G_GAN: 5.429 G_L1: 4.272 D_real: 0.136 D_fake: 0.050 +(epoch: 34, iters: 43572, time: 0.285, data: 0.019) G_GAN: 5.655 G_L1: 6.898 D_real: 0.012 D_fake: 0.039 +(epoch: 34, iters: 43672, time: 0.291, data: 0.016) G_GAN: 4.888 G_L1: 6.924 D_real: 0.001 D_fake: 0.115 +(epoch: 34, iters: 43772, time: 0.291, data: 0.018) G_GAN: 6.152 G_L1: 4.796 D_real: 0.017 D_fake: 0.018 +(epoch: 34, iters: 43872, time: 0.412, data: 0.017) G_GAN: 5.722 G_L1: 6.481 D_real: 0.203 D_fake: 0.038 +(epoch: 34, iters: 43972, time: 0.304, data: 0.017) G_GAN: 4.240 G_L1: 4.249 D_real: 0.012 D_fake: 0.117 +(epoch: 34, iters: 44072, time: 0.293, data: 0.019) G_GAN: 6.074 G_L1: 7.308 D_real: 0.020 D_fake: 0.022 +(epoch: 34, iters: 44172, time: 0.301, data: 0.016) G_GAN: 5.393 G_L1: 12.257 D_real: 0.046 D_fake: 0.016 +(epoch: 34, iters: 44272, time: 0.424, data: 0.018) G_GAN: 6.486 G_L1: 4.458 D_real: 0.009 D_fake: 0.008 +(epoch: 34, iters: 44372, time: 0.296, data: 0.018) G_GAN: 3.707 G_L1: 3.375 D_real: 0.487 D_fake: 0.037 +(epoch: 34, iters: 44472, time: 0.276, data: 0.016) G_GAN: 4.007 G_L1: 3.899 D_real: 0.568 D_fake: 0.023 +(epoch: 34, iters: 44572, time: 0.292, data: 0.019) G_GAN: 4.253 G_L1: 4.212 D_real: 0.005 D_fake: 0.110 +(epoch: 34, iters: 44672, time: 0.415, data: 0.019) G_GAN: 4.994 G_L1: 3.474 D_real: 0.012 D_fake: 0.046 +(epoch: 34, iters: 44772, time: 0.290, data: 0.018) G_GAN: 3.603 G_L1: 3.119 D_real: 0.051 D_fake: 0.094 +(epoch: 34, iters: 44872, time: 0.303, data: 0.016) G_GAN: 5.802 G_L1: 3.857 D_real: 0.040 D_fake: 0.027 +(epoch: 34, iters: 44972, time: 0.306, data: 0.019) G_GAN: 7.242 G_L1: 4.738 D_real: 0.002 D_fake: 0.003 +(epoch: 34, iters: 45072, time: 0.398, data: 0.018) G_GAN: 4.299 G_L1: 4.118 D_real: 0.004 D_fake: 0.385 +(epoch: 34, iters: 45172, time: 0.271, data: 0.019) G_GAN: 4.866 G_L1: 4.446 D_real: 0.006 D_fake: 0.096 +(epoch: 34, iters: 45272, time: 0.303, data: 0.015) G_GAN: 5.607 G_L1: 4.396 D_real: 0.014 D_fake: 0.027 +(epoch: 34, iters: 45372, time: 0.301, data: 0.018) G_GAN: 5.141 G_L1: 6.518 D_real: 0.119 D_fake: 0.039 +(epoch: 34, iters: 45472, time: 0.581, data: 0.018) G_GAN: 5.673 G_L1: 5.017 D_real: 0.003 D_fake: 0.052 +(epoch: 34, iters: 45572, time: 0.297, data: 0.019) G_GAN: 7.601 G_L1: 3.854 D_real: 0.018 D_fake: 0.019 +(epoch: 34, iters: 45672, time: 0.305, data: 0.018) G_GAN: 4.546 G_L1: 4.156 D_real: 0.068 D_fake: 0.137 +(epoch: 34, iters: 45772, time: 0.296, data: 0.018) G_GAN: 5.194 G_L1: 3.715 D_real: 0.007 D_fake: 0.028 +(epoch: 34, iters: 45872, time: 0.382, data: 0.019) G_GAN: 5.015 G_L1: 5.173 D_real: 0.159 D_fake: 0.071 +(epoch: 34, iters: 45972, time: 0.302, data: 0.021) G_GAN: 5.114 G_L1: 4.964 D_real: 0.006 D_fake: 0.090 +(epoch: 34, iters: 46072, time: 0.297, data: 0.018) G_GAN: 4.235 G_L1: 2.222 D_real: 0.211 D_fake: 0.035 +(epoch: 34, iters: 46172, time: 0.296, data: 0.019) G_GAN: 5.733 G_L1: 5.126 D_real: 0.002 D_fake: 0.014 +(epoch: 34, iters: 46272, time: 0.408, data: 0.017) G_GAN: 4.065 G_L1: 3.716 D_real: 0.128 D_fake: 0.072 +(epoch: 34, iters: 46372, time: 0.297, data: 0.020) G_GAN: 5.105 G_L1: 3.075 D_real: 0.179 D_fake: 0.009 +(epoch: 34, iters: 46472, time: 0.289, data: 0.017) G_GAN: 2.099 G_L1: 3.639 D_real: 1.775 D_fake: 0.036 +(epoch: 34, iters: 46572, time: 0.301, data: 0.016) G_GAN: 6.010 G_L1: 3.860 D_real: 0.017 D_fake: 0.011 +(epoch: 34, iters: 46672, time: 0.416, data: 0.019) G_GAN: 5.682 G_L1: 4.708 D_real: 0.047 D_fake: 0.095 +(epoch: 34, iters: 46772, time: 0.304, data: 0.019) G_GAN: 5.662 G_L1: 3.805 D_real: 0.041 D_fake: 0.066 +(epoch: 34, iters: 46872, time: 0.300, data: 0.019) G_GAN: 5.324 G_L1: 4.721 D_real: 0.063 D_fake: 0.023 +(epoch: 34, iters: 46972, time: 0.305, data: 0.018) G_GAN: 6.056 G_L1: 5.353 D_real: 0.093 D_fake: 0.058 +(epoch: 34, iters: 47072, time: 0.413, data: 0.020) G_GAN: 5.944 G_L1: 3.635 D_real: 0.073 D_fake: 0.012 +(epoch: 34, iters: 47172, time: 0.275, data: 0.018) G_GAN: 6.139 G_L1: 5.855 D_real: 0.000 D_fake: 0.021 +(epoch: 34, iters: 47272, time: 0.304, data: 0.016) G_GAN: 5.426 G_L1: 4.568 D_real: 0.004 D_fake: 0.071 +(epoch: 34, iters: 47372, time: 0.295, data: 0.018) G_GAN: 5.430 G_L1: 3.274 D_real: 0.044 D_fake: 0.027 +(epoch: 34, iters: 47472, time: 0.574, data: 0.018) G_GAN: 4.354 G_L1: 2.876 D_real: 0.225 D_fake: 0.019 +(epoch: 34, iters: 47572, time: 0.288, data: 0.018) G_GAN: 5.749 G_L1: 2.977 D_real: 0.216 D_fake: 0.014 +(epoch: 34, iters: 47672, time: 0.303, data: 0.016) G_GAN: 5.022 G_L1: 5.668 D_real: 0.077 D_fake: 0.026 +(epoch: 34, iters: 47772, time: 0.297, data: 0.018) G_GAN: 4.216 G_L1: 4.577 D_real: 0.082 D_fake: 0.339 +(epoch: 34, iters: 47872, time: 0.375, data: 0.022) G_GAN: 5.680 G_L1: 3.614 D_real: 0.003 D_fake: 0.047 +(epoch: 34, iters: 47972, time: 0.310, data: 0.016) G_GAN: 6.034 G_L1: 3.594 D_real: 0.313 D_fake: 0.021 +(epoch: 34, iters: 48072, time: 0.294, data: 0.018) G_GAN: 2.829 G_L1: 4.927 D_real: 0.300 D_fake: 0.067 +(epoch: 34, iters: 48172, time: 0.290, data: 0.016) G_GAN: 5.639 G_L1: 5.333 D_real: 0.072 D_fake: 0.006 +(epoch: 34, iters: 48272, time: 0.407, data: 0.017) G_GAN: 7.449 G_L1: 4.332 D_real: 0.042 D_fake: 0.004 +(epoch: 34, iters: 48372, time: 0.297, data: 0.019) G_GAN: 5.697 G_L1: 4.453 D_real: 0.087 D_fake: 0.040 +(epoch: 34, iters: 48472, time: 0.302, data: 0.016) G_GAN: 3.404 G_L1: 3.266 D_real: 0.044 D_fake: 0.076 +(epoch: 34, iters: 48572, time: 0.288, data: 0.018) G_GAN: 4.543 G_L1: 3.892 D_real: 0.381 D_fake: 0.208 +(epoch: 34, iters: 48672, time: 0.416, data: 0.017) G_GAN: 2.683 G_L1: 3.824 D_real: 0.366 D_fake: 0.015 +(epoch: 34, iters: 48772, time: 0.306, data: 0.020) G_GAN: 5.739 G_L1: 3.170 D_real: 0.069 D_fake: 0.010 +(epoch: 34, iters: 48872, time: 0.305, data: 0.019) G_GAN: 5.568 G_L1: 3.373 D_real: 0.019 D_fake: 0.012 +(epoch: 34, iters: 48972, time: 0.299, data: 0.018) G_GAN: 4.412 G_L1: 3.559 D_real: 0.003 D_fake: 0.117 +(epoch: 34, iters: 49072, time: 0.421, data: 0.018) G_GAN: 4.726 G_L1: 3.159 D_real: 0.271 D_fake: 0.010 +(epoch: 34, iters: 49172, time: 0.267, data: 0.017) G_GAN: 4.997 G_L1: 2.557 D_real: 0.180 D_fake: 0.046 +(epoch: 34, iters: 49272, time: 0.293, data: 0.015) G_GAN: 3.747 G_L1: 3.135 D_real: 0.048 D_fake: 0.113 +(epoch: 34, iters: 49372, time: 0.303, data: 0.018) G_GAN: 4.386 G_L1: 3.138 D_real: 0.073 D_fake: 0.060 +(epoch: 34, iters: 49472, time: 0.519, data: 0.018) G_GAN: 3.783 G_L1: 4.219 D_real: 0.085 D_fake: 0.508 +(epoch: 34, iters: 49572, time: 0.296, data: 0.021) G_GAN: 4.232 G_L1: 4.846 D_real: 0.003 D_fake: 0.638 +(epoch: 34, iters: 49672, time: 0.300, data: 0.019) G_GAN: 4.864 G_L1: 5.400 D_real: 0.022 D_fake: 0.097 +(epoch: 34, iters: 49772, time: 0.291, data: 0.019) G_GAN: 4.594 G_L1: 3.084 D_real: 0.001 D_fake: 0.119 +(epoch: 34, iters: 49872, time: 0.397, data: 0.019) G_GAN: 3.170 G_L1: 3.513 D_real: 0.192 D_fake: 0.225 +(epoch: 34, iters: 49972, time: 0.303, data: 0.018) G_GAN: 7.057 G_L1: 9.920 D_real: 0.023 D_fake: 0.008 +(epoch: 34, iters: 50072, time: 0.299, data: 0.018) G_GAN: 5.581 G_L1: 3.298 D_real: 0.416 D_fake: 0.025 +(epoch: 34, iters: 50172, time: 0.308, data: 0.018) G_GAN: 5.344 G_L1: 5.559 D_real: 0.015 D_fake: 0.170 +(epoch: 34, iters: 50272, time: 0.416, data: 0.018) G_GAN: 4.121 G_L1: 3.132 D_real: 0.029 D_fake: 0.054 +(epoch: 34, iters: 50372, time: 0.305, data: 0.020) G_GAN: 4.735 G_L1: 4.686 D_real: 0.006 D_fake: 0.083 +(epoch: 34, iters: 50472, time: 0.301, data: 0.017) G_GAN: 3.581 G_L1: 3.219 D_real: 0.292 D_fake: 0.034 +(epoch: 34, iters: 50572, time: 0.304, data: 0.022) G_GAN: 5.493 G_L1: 3.738 D_real: 0.101 D_fake: 0.027 +(epoch: 34, iters: 50672, time: 0.417, data: 0.018) G_GAN: 5.830 G_L1: 5.292 D_real: 0.238 D_fake: 0.016 +(epoch: 34, iters: 50772, time: 0.298, data: 0.019) G_GAN: 5.843 G_L1: 6.298 D_real: 0.011 D_fake: 0.020 +(epoch: 34, iters: 50872, time: 0.293, data: 0.017) G_GAN: 5.421 G_L1: 3.845 D_real: 0.096 D_fake: 0.021 +(epoch: 34, iters: 50972, time: 0.305, data: 0.017) G_GAN: 4.130 G_L1: 3.292 D_real: 0.019 D_fake: 0.076 +(epoch: 34, iters: 51072, time: 0.410, data: 0.018) G_GAN: 4.639 G_L1: 2.626 D_real: 0.175 D_fake: 0.024 +(epoch: 34, iters: 51172, time: 0.312, data: 0.018) G_GAN: 4.226 G_L1: 3.797 D_real: 0.107 D_fake: 0.046 +(epoch: 34, iters: 51272, time: 0.296, data: 0.018) G_GAN: 4.963 G_L1: 4.058 D_real: 0.075 D_fake: 0.071 +(epoch: 34, iters: 51372, time: 0.303, data: 0.018) G_GAN: 5.957 G_L1: 4.120 D_real: 0.037 D_fake: 0.009 +(epoch: 34, iters: 51472, time: 0.572, data: 0.018) G_GAN: 4.475 G_L1: 3.703 D_real: 0.085 D_fake: 0.055 +(epoch: 34, iters: 51572, time: 0.305, data: 0.019) G_GAN: 6.162 G_L1: 5.520 D_real: 0.019 D_fake: 0.063 +(epoch: 34, iters: 51672, time: 0.300, data: 0.018) G_GAN: 6.926 G_L1: 5.119 D_real: 0.170 D_fake: 0.007 +(epoch: 34, iters: 51772, time: 0.306, data: 0.017) G_GAN: 6.176 G_L1: 5.006 D_real: 0.015 D_fake: 0.051 +(epoch: 34, iters: 51872, time: 0.393, data: 0.017) G_GAN: 4.247 G_L1: 5.009 D_real: 0.012 D_fake: 0.021 +(epoch: 34, iters: 51972, time: 0.304, data: 0.020) G_GAN: 3.752 G_L1: 5.304 D_real: 0.000 D_fake: 0.110 +(epoch: 34, iters: 52072, time: 0.300, data: 0.019) G_GAN: 4.492 G_L1: 5.095 D_real: 0.028 D_fake: 0.020 +(epoch: 34, iters: 52172, time: 0.303, data: 0.019) G_GAN: 4.374 G_L1: 3.845 D_real: 0.001 D_fake: 0.305 +(epoch: 34, iters: 52272, time: 0.424, data: 0.019) G_GAN: 4.438 G_L1: 6.862 D_real: 0.000 D_fake: 0.052 +(epoch: 34, iters: 52372, time: 0.301, data: 0.018) G_GAN: 4.084 G_L1: 6.477 D_real: 0.000 D_fake: 0.070 +(epoch: 34, iters: 52472, time: 0.297, data: 0.019) G_GAN: 3.363 G_L1: 3.865 D_real: 0.021 D_fake: 0.048 +(epoch: 34, iters: 52572, time: 0.300, data: 0.018) G_GAN: 4.556 G_L1: 4.142 D_real: 0.001 D_fake: 0.140 +(epoch: 34, iters: 52672, time: 0.417, data: 0.018) G_GAN: 3.770 G_L1: 5.803 D_real: 0.002 D_fake: 0.281 +(epoch: 34, iters: 52772, time: 0.295, data: 0.019) G_GAN: 3.369 G_L1: 4.293 D_real: 0.006 D_fake: 0.100 +(epoch: 34, iters: 52872, time: 0.304, data: 0.018) G_GAN: 4.960 G_L1: 3.141 D_real: 0.019 D_fake: 0.020 +(epoch: 34, iters: 52972, time: 0.302, data: 0.019) G_GAN: 5.360 G_L1: 4.032 D_real: 0.006 D_fake: 0.015 +(epoch: 34, iters: 53072, time: 0.415, data: 0.018) G_GAN: 4.970 G_L1: 4.209 D_real: 0.006 D_fake: 0.068 +(epoch: 34, iters: 53172, time: 0.294, data: 0.018) G_GAN: 4.856 G_L1: 3.314 D_real: 0.020 D_fake: 0.051 +(epoch: 34, iters: 53272, time: 0.300, data: 0.017) G_GAN: 4.729 G_L1: 3.253 D_real: 0.152 D_fake: 0.085 +(epoch: 34, iters: 53372, time: 0.297, data: 0.018) G_GAN: 3.461 G_L1: 4.065 D_real: 0.069 D_fake: 0.170 +(epoch: 34, iters: 53472, time: 0.521, data: 0.018) G_GAN: 4.658 G_L1: 3.733 D_real: 0.098 D_fake: 0.036 +(epoch: 34, iters: 53572, time: 0.303, data: 0.020) G_GAN: 4.303 G_L1: 3.522 D_real: 0.024 D_fake: 0.296 +(epoch: 34, iters: 53672, time: 0.298, data: 0.019) G_GAN: 3.345 G_L1: 4.880 D_real: 0.197 D_fake: 0.132 +(epoch: 34, iters: 53772, time: 0.304, data: 0.019) G_GAN: 5.038 G_L1: 4.924 D_real: 0.354 D_fake: 0.075 +(epoch: 34, iters: 53872, time: 0.416, data: 0.019) G_GAN: 2.571 G_L1: 3.015 D_real: 0.317 D_fake: 0.113 +(epoch: 34, iters: 53972, time: 0.287, data: 0.019) G_GAN: 5.150 G_L1: 4.061 D_real: 0.061 D_fake: 0.031 +(epoch: 34, iters: 54072, time: 0.302, data: 0.016) G_GAN: 4.161 G_L1: 3.507 D_real: 0.391 D_fake: 0.013 +(epoch: 34, iters: 54172, time: 0.302, data: 0.019) G_GAN: 5.314 G_L1: 2.154 D_real: 0.146 D_fake: 0.105 +(epoch: 34, iters: 54272, time: 0.416, data: 0.017) G_GAN: 3.920 G_L1: 2.000 D_real: 0.005 D_fake: 0.239 +(epoch: 34, iters: 54372, time: 0.296, data: 0.019) G_GAN: 4.609 G_L1: 3.660 D_real: 0.064 D_fake: 0.033 +(epoch: 34, iters: 54472, time: 0.293, data: 0.017) G_GAN: 3.823 G_L1: 5.392 D_real: 0.057 D_fake: 0.058 +(epoch: 34, iters: 54572, time: 0.296, data: 0.019) G_GAN: 4.143 G_L1: 3.195 D_real: 0.016 D_fake: 0.058 +(epoch: 34, iters: 54672, time: 0.407, data: 0.017) G_GAN: 4.636 G_L1: 3.185 D_real: 0.240 D_fake: 0.179 +(epoch: 34, iters: 54772, time: 0.299, data: 0.018) G_GAN: 3.603 G_L1: 2.981 D_real: 0.225 D_fake: 0.053 +(epoch: 34, iters: 54872, time: 0.293, data: 0.018) G_GAN: 4.308 G_L1: 3.404 D_real: 0.144 D_fake: 0.118 +(epoch: 34, iters: 54972, time: 0.296, data: 0.017) G_GAN: 3.352 G_L1: 4.149 D_real: 0.320 D_fake: 0.018 +(epoch: 34, iters: 55072, time: 0.427, data: 0.017) G_GAN: 3.516 G_L1: 3.717 D_real: 0.001 D_fake: 0.083 +(epoch: 34, iters: 55172, time: 0.305, data: 0.018) G_GAN: 4.358 G_L1: 4.657 D_real: 0.012 D_fake: 0.180 +(epoch: 34, iters: 55272, time: 0.296, data: 0.017) G_GAN: 4.773 G_L1: 5.703 D_real: 0.023 D_fake: 0.078 +(epoch: 34, iters: 55372, time: 0.301, data: 0.017) G_GAN: 4.296 G_L1: 3.418 D_real: 0.003 D_fake: 0.458 +(epoch: 34, iters: 55472, time: 0.568, data: 0.019) G_GAN: 3.252 G_L1: 5.522 D_real: 0.130 D_fake: 0.156 +(epoch: 34, iters: 55572, time: 0.303, data: 0.019) G_GAN: 3.848 G_L1: 3.792 D_real: 0.002 D_fake: 0.132 +(epoch: 34, iters: 55672, time: 0.302, data: 0.019) G_GAN: 3.815 G_L1: 4.444 D_real: 0.001 D_fake: 0.117 +(epoch: 34, iters: 55772, time: 0.287, data: 0.018) G_GAN: 4.166 G_L1: 3.434 D_real: 0.094 D_fake: 0.037 +(epoch: 34, iters: 55872, time: 0.405, data: 0.018) G_GAN: 4.765 G_L1: 3.693 D_real: 0.208 D_fake: 0.043 +(epoch: 34, iters: 55972, time: 0.297, data: 0.019) G_GAN: 3.104 G_L1: 4.352 D_real: 0.023 D_fake: 0.058 +(epoch: 34, iters: 56072, time: 0.302, data: 0.017) G_GAN: 4.643 G_L1: 4.053 D_real: 0.002 D_fake: 0.067 +(epoch: 34, iters: 56172, time: 0.309, data: 0.019) G_GAN: 4.697 G_L1: 5.598 D_real: 0.004 D_fake: 0.032 +(epoch: 34, iters: 56272, time: 0.427, data: 0.020) G_GAN: 5.064 G_L1: 4.087 D_real: 0.109 D_fake: 0.023 +(epoch: 34, iters: 56372, time: 0.302, data: 0.019) G_GAN: 3.828 G_L1: 4.558 D_real: 0.000 D_fake: 0.087 +(epoch: 34, iters: 56472, time: 0.292, data: 0.019) G_GAN: 4.991 G_L1: 3.678 D_real: 0.043 D_fake: 0.080 +(epoch: 34, iters: 56572, time: 0.286, data: 0.018) G_GAN: 4.440 G_L1: 4.082 D_real: 0.146 D_fake: 0.086 +(epoch: 34, iters: 56672, time: 0.377, data: 0.017) G_GAN: 2.799 G_L1: 3.283 D_real: 0.005 D_fake: 0.365 +(epoch: 34, iters: 56772, time: 0.294, data: 0.018) G_GAN: 6.744 G_L1: 4.458 D_real: 0.030 D_fake: 0.083 +(epoch: 34, iters: 56872, time: 0.297, data: 0.018) G_GAN: 6.969 G_L1: 4.097 D_real: 0.051 D_fake: 0.013 +(epoch: 34, iters: 56972, time: 0.302, data: 0.019) G_GAN: 4.048 G_L1: 4.374 D_real: 0.093 D_fake: 0.085 +(epoch: 34, iters: 57072, time: 0.414, data: 0.019) G_GAN: 6.007 G_L1: 4.054 D_real: 0.001 D_fake: 0.021 +(epoch: 34, iters: 57172, time: 0.304, data: 0.018) G_GAN: 5.299 G_L1: 4.183 D_real: 0.011 D_fake: 0.087 +(epoch: 34, iters: 57272, time: 0.302, data: 0.018) G_GAN: 6.418 G_L1: 4.269 D_real: 0.329 D_fake: 0.033 +(epoch: 34, iters: 57372, time: 0.307, data: 0.018) G_GAN: 5.082 G_L1: 3.856 D_real: 0.067 D_fake: 0.078 +(epoch: 34, iters: 57472, time: 0.563, data: 0.020) G_GAN: 4.508 G_L1: 4.206 D_real: 0.024 D_fake: 0.024 +(epoch: 34, iters: 57572, time: 0.303, data: 0.020) G_GAN: 3.364 G_L1: 7.233 D_real: 0.249 D_fake: 0.207 +(epoch: 34, iters: 57672, time: 0.300, data: 0.018) G_GAN: 4.984 G_L1: 5.881 D_real: 0.401 D_fake: 0.017 +(epoch: 34, iters: 57772, time: 0.300, data: 0.020) G_GAN: 5.125 G_L1: 3.524 D_real: 0.001 D_fake: 0.062 +(epoch: 34, iters: 57872, time: 0.421, data: 0.019) G_GAN: 5.827 G_L1: 5.044 D_real: 0.002 D_fake: 0.342 +(epoch: 34, iters: 57972, time: 0.306, data: 0.019) G_GAN: 8.047 G_L1: 6.880 D_real: 0.282 D_fake: 0.001 +(epoch: 34, iters: 58072, time: 0.300, data: 0.019) G_GAN: 5.573 G_L1: 3.142 D_real: 0.307 D_fake: 0.028 +(epoch: 34, iters: 58172, time: 0.307, data: 0.018) G_GAN: 4.516 G_L1: 5.791 D_real: 0.069 D_fake: 0.051 +(epoch: 34, iters: 58272, time: 0.384, data: 0.018) G_GAN: 7.969 G_L1: 3.941 D_real: 0.009 D_fake: 0.002 +(epoch: 34, iters: 58372, time: 0.304, data: 0.020) G_GAN: 4.627 G_L1: 3.615 D_real: 0.040 D_fake: 0.184 +(epoch: 34, iters: 58472, time: 0.308, data: 0.018) G_GAN: 3.843 G_L1: 3.900 D_real: 0.004 D_fake: 0.281 +(epoch: 34, iters: 58572, time: 0.299, data: 0.018) G_GAN: 4.213 G_L1: 3.240 D_real: 0.015 D_fake: 0.097 +(epoch: 34, iters: 58672, time: 0.424, data: 0.017) G_GAN: 6.908 G_L1: 7.874 D_real: 0.012 D_fake: 0.031 +(epoch: 34, iters: 58772, time: 0.293, data: 0.020) G_GAN: 5.150 G_L1: 4.047 D_real: 0.045 D_fake: 0.020 +(epoch: 34, iters: 58872, time: 0.304, data: 0.017) G_GAN: 4.215 G_L1: 3.321 D_real: 0.158 D_fake: 0.115 +(epoch: 34, iters: 58972, time: 0.305, data: 0.022) G_GAN: 7.419 G_L1: 9.320 D_real: 0.053 D_fake: 0.009 +(epoch: 34, iters: 59072, time: 0.408, data: 0.018) G_GAN: 4.661 G_L1: 4.999 D_real: 0.150 D_fake: 0.078 +(epoch: 34, iters: 59172, time: 0.305, data: 0.021) G_GAN: 4.363 G_L1: 3.174 D_real: 0.351 D_fake: 0.029 +(epoch: 34, iters: 59272, time: 0.304, data: 0.018) G_GAN: 4.969 G_L1: 4.077 D_real: 0.003 D_fake: 0.059 +(epoch: 34, iters: 59372, time: 0.299, data: 0.020) G_GAN: 5.759 G_L1: 4.439 D_real: 0.197 D_fake: 0.024 +(epoch: 34, iters: 59472, time: 0.561, data: 0.019) G_GAN: 8.097 G_L1: 7.538 D_real: 0.011 D_fake: 0.102 +(epoch: 34, iters: 59572, time: 0.301, data: 0.020) G_GAN: 5.459 G_L1: 4.323 D_real: 0.043 D_fake: 0.011 +(epoch: 34, iters: 59672, time: 0.304, data: 0.018) G_GAN: 7.879 G_L1: 4.579 D_real: 0.237 D_fake: 0.002 +(epoch: 34, iters: 59772, time: 0.304, data: 0.019) G_GAN: 4.170 G_L1: 5.085 D_real: 0.004 D_fake: 0.333 +(epoch: 34, iters: 59872, time: 0.405, data: 0.018) G_GAN: 4.769 G_L1: 4.291 D_real: 0.002 D_fake: 0.049 +(epoch: 34, iters: 59972, time: 0.294, data: 0.021) G_GAN: 3.370 G_L1: 3.506 D_real: 0.054 D_fake: 0.222 +(epoch: 35, iters: 56, time: 0.303, data: 0.019) G_GAN: 5.475 G_L1: 6.027 D_real: 0.013 D_fake: 0.159 +(epoch: 35, iters: 156, time: 0.299, data: 0.019) G_GAN: 6.029 G_L1: 6.706 D_real: 0.006 D_fake: 0.008 +(epoch: 35, iters: 256, time: 0.554, data: 0.021) G_GAN: 3.525 G_L1: 4.291 D_real: 0.016 D_fake: 0.086 +(epoch: 35, iters: 356, time: 0.303, data: 0.020) G_GAN: 3.448 G_L1: 4.319 D_real: 0.010 D_fake: 0.479 +(epoch: 35, iters: 456, time: 0.305, data: 0.018) G_GAN: 4.804 G_L1: 3.974 D_real: 0.059 D_fake: 0.019 +(epoch: 35, iters: 556, time: 0.301, data: 0.020) G_GAN: 5.759 G_L1: 3.548 D_real: 0.002 D_fake: 0.067 +(epoch: 35, iters: 656, time: 0.403, data: 0.020) G_GAN: 4.012 G_L1: 6.075 D_real: 0.189 D_fake: 0.034 +(epoch: 35, iters: 756, time: 0.305, data: 0.018) G_GAN: 3.486 G_L1: 2.327 D_real: 0.148 D_fake: 0.056 +(epoch: 35, iters: 856, time: 0.297, data: 0.020) G_GAN: 6.645 G_L1: 7.357 D_real: 0.000 D_fake: 0.249 +(epoch: 35, iters: 956, time: 0.292, data: 0.019) G_GAN: 3.515 G_L1: 6.991 D_real: 0.000 D_fake: 0.107 +(epoch: 35, iters: 1056, time: 0.377, data: 0.019) G_GAN: 5.766 G_L1: 10.510 D_real: 0.114 D_fake: 0.017 +(epoch: 35, iters: 1156, time: 0.303, data: 0.020) G_GAN: 5.109 G_L1: 7.608 D_real: 0.006 D_fake: 0.044 +(epoch: 35, iters: 1256, time: 0.300, data: 0.019) G_GAN: 11.525 G_L1: 5.914 D_real: 0.015 D_fake: 0.000 +(epoch: 35, iters: 1356, time: 0.302, data: 0.020) G_GAN: 5.742 G_L1: 3.799 D_real: 0.007 D_fake: 0.012 +(epoch: 35, iters: 1456, time: 0.574, data: 0.019) G_GAN: 5.588 G_L1: 3.093 D_real: 0.005 D_fake: 0.011 +(epoch: 35, iters: 1556, time: 0.302, data: 0.020) G_GAN: 2.790 G_L1: 3.308 D_real: 0.193 D_fake: 0.179 +(epoch: 35, iters: 1656, time: 0.302, data: 0.019) G_GAN: 9.116 G_L1: 4.757 D_real: 0.022 D_fake: 0.001 +(epoch: 35, iters: 1756, time: 0.303, data: 0.019) G_GAN: 8.929 G_L1: 5.998 D_real: 0.071 D_fake: 0.093 +(epoch: 35, iters: 1856, time: 0.417, data: 0.020) G_GAN: 6.655 G_L1: 4.839 D_real: 0.001 D_fake: 0.046 +(epoch: 35, iters: 1956, time: 0.305, data: 0.020) G_GAN: 5.762 G_L1: 3.573 D_real: 0.134 D_fake: 0.045 +(epoch: 35, iters: 2056, time: 0.292, data: 0.023) G_GAN: 5.383 G_L1: 4.020 D_real: 0.001 D_fake: 0.063 +(epoch: 35, iters: 2156, time: 0.304, data: 0.019) G_GAN: 4.372 G_L1: 5.284 D_real: 0.002 D_fake: 0.085 +(epoch: 35, iters: 2256, time: 0.415, data: 0.019) G_GAN: 4.060 G_L1: 4.050 D_real: 0.354 D_fake: 0.057 +(epoch: 35, iters: 2356, time: 0.299, data: 0.020) G_GAN: 5.785 G_L1: 6.309 D_real: 0.042 D_fake: 0.139 +(epoch: 35, iters: 2456, time: 0.293, data: 0.019) G_GAN: 9.850 G_L1: 5.652 D_real: 0.039 D_fake: 0.000 +(epoch: 35, iters: 2556, time: 0.301, data: 0.019) G_GAN: 6.420 G_L1: 5.916 D_real: 0.012 D_fake: 0.011 +(epoch: 35, iters: 2656, time: 0.419, data: 0.020) G_GAN: 6.883 G_L1: 4.249 D_real: 0.082 D_fake: 0.080 +(epoch: 35, iters: 2756, time: 0.296, data: 0.023) G_GAN: 5.009 G_L1: 5.052 D_real: 0.139 D_fake: 0.010 +(epoch: 35, iters: 2856, time: 0.301, data: 0.019) G_GAN: 8.597 G_L1: 7.952 D_real: 0.038 D_fake: 0.001 +(epoch: 35, iters: 2956, time: 0.299, data: 0.020) G_GAN: 5.802 G_L1: 4.559 D_real: 0.133 D_fake: 0.014 +(epoch: 35, iters: 3056, time: 0.416, data: 0.019) G_GAN: 5.244 G_L1: 5.432 D_real: 0.000 D_fake: 0.033 +(epoch: 35, iters: 3156, time: 0.303, data: 0.020) G_GAN: 5.345 G_L1: 6.872 D_real: 0.214 D_fake: 0.062 +(epoch: 35, iters: 3256, time: 0.301, data: 0.018) G_GAN: 7.817 G_L1: 4.577 D_real: 0.009 D_fake: 0.699 +(epoch: 35, iters: 3356, time: 0.305, data: 0.019) G_GAN: 4.390 G_L1: 7.032 D_real: 0.119 D_fake: 0.069 +(epoch: 35, iters: 3456, time: 0.569, data: 0.019) G_GAN: 6.075 G_L1: 4.019 D_real: 0.096 D_fake: 0.009 +(epoch: 35, iters: 3556, time: 0.309, data: 0.019) G_GAN: 5.789 G_L1: 4.714 D_real: 0.059 D_fake: 0.243 +(epoch: 35, iters: 3656, time: 0.300, data: 0.022) G_GAN: 6.085 G_L1: 4.182 D_real: 0.225 D_fake: 0.004 +(epoch: 35, iters: 3756, time: 0.298, data: 0.019) G_GAN: 4.226 G_L1: 7.640 D_real: 0.107 D_fake: 0.147 +(epoch: 35, iters: 3856, time: 0.410, data: 0.019) G_GAN: 6.357 G_L1: 3.770 D_real: 0.036 D_fake: 0.436 +(epoch: 35, iters: 3956, time: 0.292, data: 0.018) G_GAN: 5.943 G_L1: 4.025 D_real: 0.173 D_fake: 0.030 +(epoch: 35, iters: 4056, time: 0.303, data: 0.018) G_GAN: 3.399 G_L1: 3.762 D_real: 0.009 D_fake: 0.220 +(epoch: 35, iters: 4156, time: 0.299, data: 0.020) G_GAN: 3.905 G_L1: 4.098 D_real: 0.058 D_fake: 0.139 +(epoch: 35, iters: 4256, time: 0.432, data: 0.019) G_GAN: 4.483 G_L1: 3.987 D_real: 0.056 D_fake: 0.050 +(epoch: 35, iters: 4356, time: 0.295, data: 0.019) G_GAN: 3.822 G_L1: 3.908 D_real: 0.032 D_fake: 0.053 +(epoch: 35, iters: 4456, time: 0.291, data: 0.037) G_GAN: 5.081 G_L1: 4.164 D_real: 0.014 D_fake: 0.018 +(epoch: 35, iters: 4556, time: 0.299, data: 0.019) G_GAN: 5.774 G_L1: 4.021 D_real: 0.003 D_fake: 0.097 +(epoch: 35, iters: 4656, time: 0.404, data: 0.018) G_GAN: 5.932 G_L1: 7.982 D_real: 0.001 D_fake: 0.048 +(epoch: 35, iters: 4756, time: 0.301, data: 0.016) G_GAN: 6.959 G_L1: 4.445 D_real: 0.053 D_fake: 0.180 +(epoch: 35, iters: 4856, time: 0.295, data: 0.018) G_GAN: 4.715 G_L1: 3.227 D_real: 0.065 D_fake: 0.083 +(epoch: 35, iters: 4956, time: 0.301, data: 0.017) G_GAN: 5.330 G_L1: 4.171 D_real: 0.076 D_fake: 0.272 +(epoch: 35, iters: 5056, time: 0.421, data: 0.018) G_GAN: 5.493 G_L1: 4.154 D_real: 0.098 D_fake: 0.012 +(epoch: 35, iters: 5156, time: 0.294, data: 0.019) G_GAN: 5.352 G_L1: 7.843 D_real: 0.318 D_fake: 0.010 +(epoch: 35, iters: 5256, time: 0.292, data: 0.020) G_GAN: 7.436 G_L1: 5.107 D_real: 0.036 D_fake: 0.004 +(epoch: 35, iters: 5356, time: 0.293, data: 0.017) G_GAN: 6.153 G_L1: 6.576 D_real: 0.001 D_fake: 0.019 +(epoch: 35, iters: 5456, time: 0.578, data: 0.016) G_GAN: 7.607 G_L1: 6.408 D_real: 0.004 D_fake: 0.005 +(epoch: 35, iters: 5556, time: 0.301, data: 0.018) G_GAN: 6.816 G_L1: 6.106 D_real: 0.005 D_fake: 0.031 +(epoch: 35, iters: 5656, time: 0.296, data: 0.018) G_GAN: 7.052 G_L1: 3.956 D_real: 0.020 D_fake: 0.012 +(epoch: 35, iters: 5756, time: 0.296, data: 0.017) G_GAN: 5.907 G_L1: 4.144 D_real: 0.007 D_fake: 0.017 +(epoch: 35, iters: 5856, time: 0.420, data: 0.017) G_GAN: 6.586 G_L1: 9.790 D_real: 0.016 D_fake: 0.030 +(epoch: 35, iters: 5956, time: 0.297, data: 0.018) G_GAN: 5.085 G_L1: 3.334 D_real: 0.017 D_fake: 0.049 +(epoch: 35, iters: 6056, time: 0.304, data: 0.018) G_GAN: 6.384 G_L1: 6.823 D_real: 0.049 D_fake: 0.007 +(epoch: 35, iters: 6156, time: 0.299, data: 0.019) G_GAN: 4.780 G_L1: 3.574 D_real: 0.000 D_fake: 0.066 +(epoch: 35, iters: 6256, time: 0.416, data: 0.018) G_GAN: 5.138 G_L1: 4.357 D_real: 0.022 D_fake: 0.040 +(epoch: 35, iters: 6356, time: 0.296, data: 0.019) G_GAN: 4.104 G_L1: 3.497 D_real: 0.002 D_fake: 0.062 +(epoch: 35, iters: 6456, time: 0.307, data: 0.018) G_GAN: 5.539 G_L1: 3.741 D_real: 0.001 D_fake: 0.038 +(epoch: 35, iters: 6556, time: 0.308, data: 0.017) G_GAN: 5.227 G_L1: 3.748 D_real: 0.085 D_fake: 0.058 +(epoch: 35, iters: 6656, time: 0.425, data: 0.018) G_GAN: 5.507 G_L1: 8.472 D_real: 0.015 D_fake: 0.038 +(epoch: 35, iters: 6756, time: 0.300, data: 0.019) G_GAN: 4.806 G_L1: 3.384 D_real: 0.029 D_fake: 0.130 +(epoch: 35, iters: 6856, time: 0.312, data: 0.017) G_GAN: 4.631 G_L1: 5.508 D_real: 0.002 D_fake: 0.120 +(epoch: 35, iters: 6956, time: 0.291, data: 0.018) G_GAN: 5.683 G_L1: 5.850 D_real: 0.023 D_fake: 0.116 +(epoch: 35, iters: 7056, time: 0.413, data: 0.019) G_GAN: 1.827 G_L1: 4.051 D_real: 0.626 D_fake: 0.232 +(epoch: 35, iters: 7156, time: 0.305, data: 0.020) G_GAN: 4.510 G_L1: 7.702 D_real: 0.003 D_fake: 0.037 +(epoch: 35, iters: 7256, time: 0.302, data: 0.018) G_GAN: 4.875 G_L1: 3.586 D_real: 0.104 D_fake: 0.344 +(epoch: 35, iters: 7356, time: 0.279, data: 0.026) G_GAN: 5.597 G_L1: 6.728 D_real: 0.054 D_fake: 0.089 +(epoch: 35, iters: 7456, time: 0.547, data: 0.015) G_GAN: 6.437 G_L1: 3.743 D_real: 0.073 D_fake: 0.021 +(epoch: 35, iters: 7556, time: 0.299, data: 0.019) G_GAN: 6.726 G_L1: 9.299 D_real: 0.000 D_fake: 0.019 +(epoch: 35, iters: 7656, time: 0.288, data: 0.017) G_GAN: 5.202 G_L1: 4.132 D_real: 0.169 D_fake: 0.009 +(epoch: 35, iters: 7756, time: 0.300, data: 0.017) G_GAN: 5.503 G_L1: 6.251 D_real: 0.000 D_fake: 0.090 +(epoch: 35, iters: 7856, time: 0.415, data: 0.017) G_GAN: 5.419 G_L1: 4.044 D_real: 0.566 D_fake: 0.009 +(epoch: 35, iters: 7956, time: 0.304, data: 0.019) G_GAN: 4.420 G_L1: 4.058 D_real: 0.125 D_fake: 0.019 +(epoch: 35, iters: 8056, time: 0.296, data: 0.019) G_GAN: 5.381 G_L1: 5.533 D_real: 0.070 D_fake: 0.070 +(epoch: 35, iters: 8156, time: 0.297, data: 0.018) G_GAN: 5.327 G_L1: 4.867 D_real: 0.010 D_fake: 0.037 +(epoch: 35, iters: 8256, time: 0.418, data: 0.018) G_GAN: 5.719 G_L1: 4.923 D_real: 0.064 D_fake: 0.101 +(epoch: 35, iters: 8356, time: 0.298, data: 0.022) G_GAN: 5.485 G_L1: 3.134 D_real: 0.044 D_fake: 0.017 +(epoch: 35, iters: 8456, time: 0.307, data: 0.017) G_GAN: 5.462 G_L1: 7.838 D_real: 0.005 D_fake: 0.044 +(epoch: 35, iters: 8556, time: 0.308, data: 0.021) G_GAN: 6.311 G_L1: 6.682 D_real: 0.043 D_fake: 0.064 +(epoch: 35, iters: 8656, time: 0.414, data: 0.018) G_GAN: 4.749 G_L1: 5.329 D_real: 0.029 D_fake: 0.332 +(epoch: 35, iters: 8756, time: 0.302, data: 0.019) G_GAN: 6.404 G_L1: 3.248 D_real: 0.077 D_fake: 0.045 +(epoch: 35, iters: 8856, time: 0.304, data: 0.017) G_GAN: 5.447 G_L1: 4.261 D_real: 0.011 D_fake: 0.038 +(epoch: 35, iters: 8956, time: 0.308, data: 0.019) G_GAN: 3.380 G_L1: 2.515 D_real: 0.445 D_fake: 0.082 +(epoch: 35, iters: 9056, time: 0.424, data: 0.022) G_GAN: 6.629 G_L1: 4.065 D_real: 0.007 D_fake: 0.007 +(epoch: 35, iters: 9156, time: 0.302, data: 0.019) G_GAN: 3.570 G_L1: 3.715 D_real: 0.231 D_fake: 0.125 +(epoch: 35, iters: 9256, time: 0.302, data: 0.020) G_GAN: 3.376 G_L1: 5.249 D_real: 0.081 D_fake: 0.211 +(epoch: 35, iters: 9356, time: 0.299, data: 0.018) G_GAN: 6.379 G_L1: 3.886 D_real: 0.018 D_fake: 0.068 +(epoch: 35, iters: 9456, time: 0.560, data: 0.018) G_GAN: 5.309 G_L1: 4.202 D_real: 0.003 D_fake: 0.075 +(epoch: 35, iters: 9556, time: 0.301, data: 0.019) G_GAN: 5.206 G_L1: 5.594 D_real: 0.055 D_fake: 0.084 +(epoch: 35, iters: 9656, time: 0.304, data: 0.019) G_GAN: 5.803 G_L1: 4.527 D_real: 0.003 D_fake: 0.196 +(epoch: 35, iters: 9756, time: 0.302, data: 0.019) G_GAN: 6.925 G_L1: 4.429 D_real: 0.044 D_fake: 0.003 +(epoch: 35, iters: 9856, time: 0.415, data: 0.018) G_GAN: 4.547 G_L1: 3.768 D_real: 0.009 D_fake: 0.046 +(epoch: 35, iters: 9956, time: 0.299, data: 0.019) G_GAN: 3.809 G_L1: 3.888 D_real: 0.229 D_fake: 0.058 +(epoch: 35, iters: 10056, time: 0.288, data: 0.018) G_GAN: 5.469 G_L1: 7.400 D_real: 0.068 D_fake: 0.236 +(epoch: 35, iters: 10156, time: 0.304, data: 0.017) G_GAN: 3.555 G_L1: 3.483 D_real: 0.298 D_fake: 0.037 +(epoch: 35, iters: 10256, time: 0.418, data: 0.018) G_GAN: 5.087 G_L1: 6.030 D_real: 0.052 D_fake: 0.074 +(epoch: 35, iters: 10356, time: 0.295, data: 0.019) G_GAN: 10.009 G_L1: 6.067 D_real: 0.097 D_fake: 0.003 +(epoch: 35, iters: 10456, time: 0.296, data: 0.018) G_GAN: 4.683 G_L1: 3.927 D_real: 0.037 D_fake: 0.028 +(epoch: 35, iters: 10556, time: 0.304, data: 0.018) G_GAN: 5.100 G_L1: 3.899 D_real: 0.003 D_fake: 0.039 +(epoch: 35, iters: 10656, time: 0.401, data: 0.021) G_GAN: 6.701 G_L1: 3.862 D_real: 0.000 D_fake: 0.031 +(epoch: 35, iters: 10756, time: 0.302, data: 0.018) G_GAN: 4.323 G_L1: 3.754 D_real: 0.023 D_fake: 0.078 +(epoch: 35, iters: 10856, time: 0.299, data: 0.019) G_GAN: 3.381 G_L1: 3.596 D_real: 0.001 D_fake: 0.106 +(epoch: 35, iters: 10956, time: 0.299, data: 0.017) G_GAN: 6.289 G_L1: 9.256 D_real: 0.023 D_fake: 0.159 +(epoch: 35, iters: 11056, time: 0.424, data: 0.019) G_GAN: 3.146 G_L1: 5.964 D_real: 0.003 D_fake: 0.280 +(epoch: 35, iters: 11156, time: 0.295, data: 0.019) G_GAN: 3.788 G_L1: 6.602 D_real: 0.019 D_fake: 0.260 +(epoch: 35, iters: 11256, time: 0.300, data: 0.019) G_GAN: 4.563 G_L1: 4.985 D_real: 0.007 D_fake: 0.025 +(epoch: 35, iters: 11356, time: 0.306, data: 0.019) G_GAN: 4.931 G_L1: 4.284 D_real: 0.009 D_fake: 0.065 +(epoch: 35, iters: 11456, time: 0.500, data: 0.019) G_GAN: 5.151 G_L1: 7.077 D_real: 0.000 D_fake: 0.803 +(epoch: 35, iters: 11556, time: 0.303, data: 0.019) G_GAN: 5.118 G_L1: 3.396 D_real: 0.115 D_fake: 0.117 +(epoch: 35, iters: 11656, time: 0.302, data: 0.017) G_GAN: 6.771 G_L1: 4.688 D_real: 0.021 D_fake: 0.005 +(epoch: 35, iters: 11756, time: 0.303, data: 0.018) G_GAN: 4.959 G_L1: 3.607 D_real: 0.180 D_fake: 0.076 +(epoch: 35, iters: 11856, time: 0.422, data: 0.018) G_GAN: 5.306 G_L1: 6.234 D_real: 0.002 D_fake: 0.110 +(epoch: 35, iters: 11956, time: 0.293, data: 0.020) G_GAN: 4.456 G_L1: 3.584 D_real: 0.333 D_fake: 0.272 +(epoch: 35, iters: 12056, time: 0.310, data: 0.017) G_GAN: 5.289 G_L1: 5.065 D_real: 0.070 D_fake: 0.068 +(epoch: 35, iters: 12156, time: 0.301, data: 0.020) G_GAN: 3.972 G_L1: 3.344 D_real: 0.069 D_fake: 0.084 +(epoch: 35, iters: 12256, time: 0.422, data: 0.018) G_GAN: 5.464 G_L1: 4.076 D_real: 0.023 D_fake: 0.083 +(epoch: 35, iters: 12356, time: 0.307, data: 0.020) G_GAN: 3.476 G_L1: 2.272 D_real: 0.022 D_fake: 0.167 +(epoch: 35, iters: 12456, time: 0.293, data: 0.022) G_GAN: 4.315 G_L1: 4.943 D_real: 0.033 D_fake: 0.142 +(epoch: 35, iters: 12556, time: 0.298, data: 0.018) G_GAN: 5.948 G_L1: 4.183 D_real: 0.077 D_fake: 0.025 +(epoch: 35, iters: 12656, time: 0.384, data: 0.019) G_GAN: 5.147 G_L1: 3.813 D_real: 0.017 D_fake: 0.031 +(epoch: 35, iters: 12756, time: 0.302, data: 0.018) G_GAN: 4.606 G_L1: 2.991 D_real: 0.005 D_fake: 0.082 +(epoch: 35, iters: 12856, time: 0.305, data: 0.022) G_GAN: 4.068 G_L1: 3.107 D_real: 0.004 D_fake: 0.338 +(epoch: 35, iters: 12956, time: 0.297, data: 0.028) G_GAN: 6.072 G_L1: 3.580 D_real: 0.006 D_fake: 0.046 +(epoch: 35, iters: 13056, time: 0.418, data: 0.019) G_GAN: 3.900 G_L1: 4.223 D_real: 0.088 D_fake: 0.095 +(epoch: 35, iters: 13156, time: 0.301, data: 0.018) G_GAN: 8.869 G_L1: 4.154 D_real: 0.368 D_fake: 0.011 +(epoch: 35, iters: 13256, time: 0.295, data: 0.023) G_GAN: 5.034 G_L1: 4.858 D_real: 0.119 D_fake: 0.028 +(epoch: 35, iters: 13356, time: 0.303, data: 0.019) G_GAN: 5.631 G_L1: 4.546 D_real: 0.106 D_fake: 0.050 +(epoch: 35, iters: 13456, time: 0.546, data: 0.020) G_GAN: 4.035 G_L1: 5.636 D_real: 0.002 D_fake: 0.033 +(epoch: 35, iters: 13556, time: 0.300, data: 0.025) G_GAN: 7.017 G_L1: 5.002 D_real: 0.000 D_fake: 0.017 +(epoch: 35, iters: 13656, time: 0.305, data: 0.017) G_GAN: 4.453 G_L1: 4.464 D_real: 0.000 D_fake: 0.081 +(epoch: 35, iters: 13756, time: 0.302, data: 0.020) G_GAN: 8.212 G_L1: 7.412 D_real: 0.000 D_fake: 0.298 +(epoch: 35, iters: 13856, time: 0.414, data: 0.020) G_GAN: 3.798 G_L1: 4.324 D_real: 0.011 D_fake: 0.176 +(epoch: 35, iters: 13956, time: 0.305, data: 0.018) G_GAN: 4.605 G_L1: 6.549 D_real: 0.000 D_fake: 0.021 +(epoch: 35, iters: 14056, time: 0.296, data: 0.019) G_GAN: 5.353 G_L1: 3.023 D_real: 0.023 D_fake: 0.073 +(epoch: 35, iters: 14156, time: 0.296, data: 0.017) G_GAN: 7.170 G_L1: 7.580 D_real: 0.000 D_fake: 0.480 +(epoch: 35, iters: 14256, time: 0.416, data: 0.018) G_GAN: 5.338 G_L1: 5.085 D_real: 0.015 D_fake: 0.022 +(epoch: 35, iters: 14356, time: 0.306, data: 0.017) G_GAN: 5.978 G_L1: 6.751 D_real: 0.000 D_fake: 0.017 +(epoch: 35, iters: 14456, time: 0.304, data: 0.019) G_GAN: 4.934 G_L1: 5.779 D_real: 0.033 D_fake: 0.060 +(epoch: 35, iters: 14556, time: 0.303, data: 0.019) G_GAN: 4.385 G_L1: 6.422 D_real: 0.001 D_fake: 0.062 +(epoch: 35, iters: 14656, time: 0.410, data: 0.019) G_GAN: 2.091 G_L1: 3.877 D_real: 0.001 D_fake: 0.151 +(epoch: 35, iters: 14756, time: 0.302, data: 0.019) G_GAN: 3.513 G_L1: 3.774 D_real: 0.003 D_fake: 0.846 +(epoch: 35, iters: 14856, time: 0.299, data: 0.019) G_GAN: 4.438 G_L1: 5.415 D_real: 0.000 D_fake: 0.213 +(epoch: 35, iters: 14956, time: 0.305, data: 0.018) G_GAN: 4.392 G_L1: 3.593 D_real: 0.006 D_fake: 0.073 +(epoch: 35, iters: 15056, time: 0.421, data: 0.019) G_GAN: 4.809 G_L1: 4.534 D_real: 0.001 D_fake: 0.178 +(epoch: 35, iters: 15156, time: 0.298, data: 0.018) G_GAN: 5.299 G_L1: 3.918 D_real: 0.111 D_fake: 0.009 +(epoch: 35, iters: 15256, time: 0.303, data: 0.025) G_GAN: 2.441 G_L1: 6.107 D_real: 0.817 D_fake: 0.056 +(epoch: 35, iters: 15356, time: 0.306, data: 0.019) G_GAN: 4.545 G_L1: 2.939 D_real: 0.484 D_fake: 0.709 +(epoch: 35, iters: 15456, time: 0.577, data: 0.019) G_GAN: 3.472 G_L1: 3.103 D_real: 0.006 D_fake: 0.131 +(epoch: 35, iters: 15556, time: 0.307, data: 0.019) G_GAN: 5.753 G_L1: 4.458 D_real: 0.065 D_fake: 0.011 +(epoch: 35, iters: 15656, time: 0.297, data: 0.018) G_GAN: 3.369 G_L1: 3.173 D_real: 0.247 D_fake: 0.140 +(epoch: 35, iters: 15756, time: 0.306, data: 0.017) G_GAN: 3.957 G_L1: 1.884 D_real: 0.333 D_fake: 0.124 +(epoch: 35, iters: 15856, time: 0.425, data: 0.018) G_GAN: 4.926 G_L1: 12.513 D_real: 0.072 D_fake: 0.059 +(epoch: 35, iters: 15956, time: 0.307, data: 0.019) G_GAN: 4.332 G_L1: 5.286 D_real: 0.256 D_fake: 0.054 +(epoch: 35, iters: 16056, time: 0.301, data: 0.019) G_GAN: 4.426 G_L1: 3.693 D_real: 0.081 D_fake: 0.225 +(epoch: 35, iters: 16156, time: 0.305, data: 0.017) G_GAN: 5.193 G_L1: 5.573 D_real: 0.001 D_fake: 0.059 +(epoch: 35, iters: 16256, time: 0.421, data: 0.019) G_GAN: 4.197 G_L1: 11.033 D_real: 0.057 D_fake: 0.046 +(epoch: 35, iters: 16356, time: 0.305, data: 0.018) G_GAN: 3.821 G_L1: 4.072 D_real: 0.003 D_fake: 0.108 +(epoch: 35, iters: 16456, time: 0.295, data: 0.019) G_GAN: 5.365 G_L1: 3.984 D_real: 0.091 D_fake: 0.008 +(epoch: 35, iters: 16556, time: 0.299, data: 0.018) G_GAN: 7.606 G_L1: 7.692 D_real: 0.029 D_fake: 0.010 +(epoch: 35, iters: 16656, time: 0.414, data: 0.019) G_GAN: 6.146 G_L1: 3.291 D_real: 0.171 D_fake: 0.078 +(epoch: 35, iters: 16756, time: 0.296, data: 0.018) G_GAN: 4.285 G_L1: 2.773 D_real: 0.044 D_fake: 0.076 +(epoch: 35, iters: 16856, time: 0.301, data: 0.018) G_GAN: 4.080 G_L1: 3.840 D_real: 0.288 D_fake: 0.073 +(epoch: 35, iters: 16956, time: 0.291, data: 0.018) G_GAN: 4.377 G_L1: 6.068 D_real: 0.058 D_fake: 0.058 +(epoch: 35, iters: 17056, time: 0.422, data: 0.018) G_GAN: 5.487 G_L1: 5.068 D_real: 0.006 D_fake: 0.253 +(epoch: 35, iters: 17156, time: 0.300, data: 0.019) G_GAN: 3.504 G_L1: 3.453 D_real: 0.382 D_fake: 0.057 +(epoch: 35, iters: 17256, time: 0.307, data: 0.019) G_GAN: 5.601 G_L1: 3.786 D_real: 0.637 D_fake: 0.007 +(epoch: 35, iters: 17356, time: 0.296, data: 0.019) G_GAN: 4.874 G_L1: 4.053 D_real: 0.085 D_fake: 0.023 +(epoch: 35, iters: 17456, time: 0.571, data: 0.017) G_GAN: 5.176 G_L1: 4.859 D_real: 0.008 D_fake: 0.089 +(epoch: 35, iters: 17556, time: 0.296, data: 0.024) G_GAN: 5.287 G_L1: 3.181 D_real: 0.309 D_fake: 0.011 +(epoch: 35, iters: 17656, time: 0.306, data: 0.018) G_GAN: 4.616 G_L1: 5.255 D_real: 0.005 D_fake: 0.135 +(epoch: 35, iters: 17756, time: 0.304, data: 0.019) G_GAN: 4.631 G_L1: 3.827 D_real: 0.004 D_fake: 0.052 +(epoch: 35, iters: 17856, time: 0.414, data: 0.018) G_GAN: 7.239 G_L1: 3.827 D_real: 0.012 D_fake: 0.012 +(epoch: 35, iters: 17956, time: 0.301, data: 0.019) G_GAN: 4.602 G_L1: 4.252 D_real: 0.133 D_fake: 0.066 +(epoch: 35, iters: 18056, time: 0.305, data: 0.018) G_GAN: 5.375 G_L1: 4.325 D_real: 0.010 D_fake: 0.083 +(epoch: 35, iters: 18156, time: 0.300, data: 0.018) G_GAN: 5.834 G_L1: 5.049 D_real: 0.014 D_fake: 0.030 +(epoch: 35, iters: 18256, time: 0.392, data: 0.018) G_GAN: 4.918 G_L1: 3.199 D_real: 0.002 D_fake: 0.029 +(epoch: 35, iters: 18356, time: 0.302, data: 0.019) G_GAN: 4.002 G_L1: 3.690 D_real: 0.049 D_fake: 0.058 +(epoch: 35, iters: 18456, time: 0.305, data: 0.021) G_GAN: 4.922 G_L1: 4.901 D_real: 0.000 D_fake: 0.153 +(epoch: 35, iters: 18556, time: 0.303, data: 0.019) G_GAN: 6.261 G_L1: 8.376 D_real: 0.010 D_fake: 0.011 +(epoch: 35, iters: 18656, time: 0.381, data: 0.019) G_GAN: 6.006 G_L1: 3.404 D_real: 0.126 D_fake: 0.215 +(epoch: 35, iters: 18756, time: 0.305, data: 0.019) G_GAN: 5.978 G_L1: 9.558 D_real: 0.025 D_fake: 0.037 +(epoch: 35, iters: 18856, time: 0.303, data: 0.020) G_GAN: 5.769 G_L1: 11.088 D_real: 0.024 D_fake: 0.019 +(epoch: 35, iters: 18956, time: 0.302, data: 0.019) G_GAN: 2.781 G_L1: 5.039 D_real: 0.004 D_fake: 0.350 +(epoch: 35, iters: 19056, time: 0.418, data: 0.019) G_GAN: 5.740 G_L1: 3.663 D_real: 0.005 D_fake: 0.018 +(epoch: 35, iters: 19156, time: 0.303, data: 0.019) G_GAN: 5.937 G_L1: 8.459 D_real: 0.022 D_fake: 0.042 +(epoch: 35, iters: 19256, time: 0.293, data: 0.019) G_GAN: 6.479 G_L1: 4.344 D_real: 0.027 D_fake: 0.057 +(epoch: 35, iters: 19356, time: 0.290, data: 0.018) G_GAN: 5.276 G_L1: 3.281 D_real: 0.036 D_fake: 0.023 +(epoch: 35, iters: 19456, time: 0.586, data: 0.017) G_GAN: 6.263 G_L1: 6.025 D_real: 0.731 D_fake: 0.001 +(epoch: 35, iters: 19556, time: 0.298, data: 0.018) G_GAN: 12.524 G_L1: 8.823 D_real: 0.059 D_fake: 0.000 +(epoch: 35, iters: 19656, time: 0.293, data: 0.018) G_GAN: 6.936 G_L1: 6.624 D_real: 0.042 D_fake: 0.006 +(epoch: 35, iters: 19756, time: 0.309, data: 0.018) G_GAN: 4.954 G_L1: 3.324 D_real: 0.006 D_fake: 0.088 +(epoch: 35, iters: 19856, time: 0.398, data: 0.060) G_GAN: 5.396 G_L1: 3.835 D_real: 0.003 D_fake: 0.022 +(epoch: 35, iters: 19956, time: 0.307, data: 0.016) G_GAN: 4.626 G_L1: 3.847 D_real: 0.004 D_fake: 0.034 +(epoch: 35, iters: 20056, time: 0.298, data: 0.019) G_GAN: 4.165 G_L1: 4.215 D_real: 0.024 D_fake: 0.085 +(epoch: 35, iters: 20156, time: 0.302, data: 0.018) G_GAN: 6.657 G_L1: 6.438 D_real: 0.016 D_fake: 0.063 +(epoch: 35, iters: 20256, time: 0.387, data: 0.018) G_GAN: 5.451 G_L1: 3.800 D_real: 0.000 D_fake: 0.030 +(epoch: 35, iters: 20356, time: 0.294, data: 0.019) G_GAN: 6.194 G_L1: 3.778 D_real: 0.006 D_fake: 0.019 +(epoch: 35, iters: 20456, time: 0.303, data: 0.018) G_GAN: 11.921 G_L1: 10.146 D_real: 0.101 D_fake: 0.000 +(epoch: 35, iters: 20556, time: 0.295, data: 0.020) G_GAN: 7.617 G_L1: 3.890 D_real: 0.068 D_fake: 0.004 +(epoch: 35, iters: 20656, time: 0.424, data: 0.019) G_GAN: 3.859 G_L1: 12.089 D_real: 0.011 D_fake: 0.415 +(epoch: 35, iters: 20756, time: 0.303, data: 0.019) G_GAN: 6.703 G_L1: 3.808 D_real: 0.001 D_fake: 0.045 +(epoch: 35, iters: 20856, time: 0.301, data: 0.018) G_GAN: 5.383 G_L1: 2.808 D_real: 0.214 D_fake: 0.016 +(epoch: 35, iters: 20956, time: 0.299, data: 0.019) G_GAN: 4.383 G_L1: 3.875 D_real: 0.153 D_fake: 0.037 +(epoch: 35, iters: 21056, time: 0.389, data: 0.019) G_GAN: 6.177 G_L1: 3.294 D_real: 0.021 D_fake: 0.015 +(epoch: 35, iters: 21156, time: 0.305, data: 0.021) G_GAN: 6.659 G_L1: 9.786 D_real: 0.232 D_fake: 0.028 +(epoch: 35, iters: 21256, time: 0.290, data: 0.018) G_GAN: 4.906 G_L1: 7.550 D_real: 0.084 D_fake: 0.061 +(epoch: 35, iters: 21356, time: 0.287, data: 0.017) G_GAN: 4.436 G_L1: 4.170 D_real: 0.001 D_fake: 0.076 +(epoch: 35, iters: 21456, time: 0.574, data: 0.016) G_GAN: 4.828 G_L1: 7.175 D_real: 0.232 D_fake: 0.057 +(epoch: 35, iters: 21556, time: 0.292, data: 0.018) G_GAN: 5.102 G_L1: 4.265 D_real: 0.001 D_fake: 0.134 +(epoch: 35, iters: 21656, time: 0.294, data: 0.018) G_GAN: 5.275 G_L1: 4.903 D_real: 0.352 D_fake: 0.014 +(epoch: 35, iters: 21756, time: 0.289, data: 0.018) G_GAN: 6.026 G_L1: 4.521 D_real: 0.061 D_fake: 0.033 +(epoch: 35, iters: 21856, time: 0.405, data: 0.020) G_GAN: 5.831 G_L1: 3.349 D_real: 0.005 D_fake: 0.147 +(epoch: 35, iters: 21956, time: 0.300, data: 0.019) G_GAN: 4.953 G_L1: 3.485 D_real: 0.349 D_fake: 0.026 +(epoch: 35, iters: 22056, time: 0.292, data: 0.022) G_GAN: 8.381 G_L1: 6.329 D_real: 0.103 D_fake: 0.075 +(epoch: 35, iters: 22156, time: 0.291, data: 0.018) G_GAN: 5.843 G_L1: 12.198 D_real: 0.016 D_fake: 0.225 +(epoch: 35, iters: 22256, time: 0.416, data: 0.018) G_GAN: 5.410 G_L1: 4.877 D_real: 0.015 D_fake: 0.017 +(epoch: 35, iters: 22356, time: 0.301, data: 0.019) G_GAN: 4.943 G_L1: 2.568 D_real: 0.032 D_fake: 0.038 +(epoch: 35, iters: 22456, time: 0.300, data: 0.018) G_GAN: 5.504 G_L1: 5.613 D_real: 0.075 D_fake: 0.377 +(epoch: 35, iters: 22556, time: 0.301, data: 0.019) G_GAN: 5.003 G_L1: 6.977 D_real: 0.508 D_fake: 0.470 +(epoch: 35, iters: 22656, time: 0.403, data: 0.020) G_GAN: 8.457 G_L1: 5.561 D_real: 0.019 D_fake: 0.004 +(epoch: 35, iters: 22756, time: 0.292, data: 0.021) G_GAN: 5.062 G_L1: 5.582 D_real: 0.225 D_fake: 0.085 +(epoch: 35, iters: 22856, time: 0.288, data: 0.017) G_GAN: 4.920 G_L1: 3.280 D_real: 0.066 D_fake: 0.231 +(epoch: 35, iters: 22956, time: 0.300, data: 0.017) G_GAN: 5.907 G_L1: 3.563 D_real: 0.087 D_fake: 0.030 +(epoch: 35, iters: 23056, time: 0.417, data: 0.017) G_GAN: 5.444 G_L1: 2.505 D_real: 0.019 D_fake: 0.451 +(epoch: 35, iters: 23156, time: 0.301, data: 0.020) G_GAN: 5.821 G_L1: 4.650 D_real: 0.001 D_fake: 0.270 +(epoch: 35, iters: 23256, time: 0.300, data: 0.019) G_GAN: 3.796 G_L1: 5.564 D_real: 0.206 D_fake: 0.135 +(epoch: 35, iters: 23356, time: 0.308, data: 0.019) G_GAN: 5.541 G_L1: 5.098 D_real: 0.015 D_fake: 0.027 +(epoch: 35, iters: 23456, time: 0.564, data: 0.018) G_GAN: 4.919 G_L1: 8.987 D_real: 0.004 D_fake: 0.035 +(epoch: 35, iters: 23556, time: 0.296, data: 0.020) G_GAN: 6.325 G_L1: 7.145 D_real: 0.023 D_fake: 0.018 +(epoch: 35, iters: 23656, time: 0.301, data: 0.018) G_GAN: 4.649 G_L1: 4.237 D_real: 0.079 D_fake: 0.058 +(epoch: 35, iters: 23756, time: 0.301, data: 0.019) G_GAN: 3.817 G_L1: 4.696 D_real: 0.080 D_fake: 0.047 +(epoch: 35, iters: 23856, time: 0.401, data: 0.018) G_GAN: 5.346 G_L1: 8.241 D_real: 0.348 D_fake: 0.004 +(epoch: 35, iters: 23956, time: 0.284, data: 0.017) G_GAN: 4.562 G_L1: 5.890 D_real: 0.039 D_fake: 0.075 +(epoch: 35, iters: 24056, time: 0.302, data: 0.016) G_GAN: 4.198 G_L1: 5.661 D_real: 0.062 D_fake: 0.138 +(epoch: 35, iters: 24156, time: 0.303, data: 0.018) G_GAN: 8.894 G_L1: 8.154 D_real: 0.001 D_fake: 0.004 +(epoch: 35, iters: 24256, time: 0.428, data: 0.019) G_GAN: 4.794 G_L1: 11.181 D_real: 0.000 D_fake: 0.092 +(epoch: 35, iters: 24356, time: 0.300, data: 0.020) G_GAN: 4.530 G_L1: 3.618 D_real: 0.027 D_fake: 0.036 +(epoch: 35, iters: 24456, time: 0.293, data: 0.018) G_GAN: 6.518 G_L1: 3.707 D_real: 0.088 D_fake: 0.040 +(epoch: 35, iters: 24556, time: 0.288, data: 0.020) G_GAN: 4.458 G_L1: 4.186 D_real: 0.004 D_fake: 0.274 +(epoch: 35, iters: 24656, time: 0.413, data: 0.017) G_GAN: 6.073 G_L1: 3.721 D_real: 0.004 D_fake: 0.019 +(epoch: 35, iters: 24756, time: 0.293, data: 0.019) G_GAN: 7.781 G_L1: 3.056 D_real: 0.000 D_fake: 0.006 +(epoch: 35, iters: 24856, time: 0.305, data: 0.018) G_GAN: 6.310 G_L1: 5.941 D_real: 0.039 D_fake: 0.108 +(epoch: 35, iters: 24956, time: 0.304, data: 0.019) G_GAN: 5.750 G_L1: 2.800 D_real: 0.088 D_fake: 0.038 +(epoch: 35, iters: 25056, time: 0.417, data: 0.019) G_GAN: 6.845 G_L1: 4.369 D_real: 0.025 D_fake: 0.053 +(epoch: 35, iters: 25156, time: 0.289, data: 0.021) G_GAN: 7.997 G_L1: 4.049 D_real: 0.004 D_fake: 0.009 +(epoch: 35, iters: 25256, time: 0.295, data: 0.018) G_GAN: 6.142 G_L1: 3.326 D_real: 0.152 D_fake: 0.009 +(epoch: 35, iters: 25356, time: 0.291, data: 0.022) G_GAN: 7.587 G_L1: 6.214 D_real: 0.016 D_fake: 0.057 +(epoch: 35, iters: 25456, time: 0.573, data: 0.018) G_GAN: 7.243 G_L1: 8.835 D_real: 0.003 D_fake: 0.006 +(epoch: 35, iters: 25556, time: 0.306, data: 0.020) G_GAN: 5.196 G_L1: 4.456 D_real: 0.000 D_fake: 0.039 +(epoch: 35, iters: 25656, time: 0.300, data: 0.019) G_GAN: 7.276 G_L1: 5.224 D_real: 0.249 D_fake: 0.084 +(epoch: 35, iters: 25756, time: 0.293, data: 0.019) G_GAN: 6.141 G_L1: 4.521 D_real: 0.011 D_fake: 0.021 +(epoch: 35, iters: 25856, time: 0.380, data: 0.018) G_GAN: 5.430 G_L1: 3.882 D_real: 0.000 D_fake: 0.040 +(epoch: 35, iters: 25956, time: 0.302, data: 0.019) G_GAN: 5.358 G_L1: 7.591 D_real: 0.002 D_fake: 0.074 +(epoch: 35, iters: 26056, time: 0.300, data: 0.020) G_GAN: 5.563 G_L1: 6.274 D_real: 0.001 D_fake: 0.095 +(epoch: 35, iters: 26156, time: 0.306, data: 0.021) G_GAN: 4.518 G_L1: 2.601 D_real: 0.214 D_fake: 0.084 +(epoch: 35, iters: 26256, time: 0.406, data: 0.021) G_GAN: 4.859 G_L1: 3.812 D_real: 0.062 D_fake: 0.039 +(epoch: 35, iters: 26356, time: 0.294, data: 0.018) G_GAN: 4.351 G_L1: 3.382 D_real: 0.087 D_fake: 0.028 +(epoch: 35, iters: 26456, time: 0.289, data: 0.018) G_GAN: 5.167 G_L1: 5.684 D_real: 0.061 D_fake: 0.107 +(epoch: 35, iters: 26556, time: 0.303, data: 0.018) G_GAN: 7.110 G_L1: 4.177 D_real: 0.044 D_fake: 0.025 +(epoch: 35, iters: 26656, time: 0.405, data: 0.024) G_GAN: 5.180 G_L1: 2.803 D_real: 0.006 D_fake: 1.027 +(epoch: 35, iters: 26756, time: 0.301, data: 0.027) G_GAN: 5.026 G_L1: 4.558 D_real: 0.171 D_fake: 0.104 +(epoch: 35, iters: 26856, time: 0.296, data: 0.019) G_GAN: 4.875 G_L1: 5.175 D_real: 0.013 D_fake: 0.046 +(epoch: 35, iters: 26956, time: 0.294, data: 0.017) G_GAN: 6.558 G_L1: 4.910 D_real: 0.021 D_fake: 0.005 +(epoch: 35, iters: 27056, time: 0.415, data: 0.017) G_GAN: 5.148 G_L1: 3.832 D_real: 0.062 D_fake: 0.025 +(epoch: 35, iters: 27156, time: 0.299, data: 0.019) G_GAN: 4.515 G_L1: 3.195 D_real: 0.025 D_fake: 0.088 +(epoch: 35, iters: 27256, time: 0.281, data: 0.019) G_GAN: 4.944 G_L1: 3.661 D_real: 0.064 D_fake: 0.092 +(epoch: 35, iters: 27356, time: 0.304, data: 0.020) G_GAN: 6.681 G_L1: 2.765 D_real: 0.020 D_fake: 0.133 +(epoch: 35, iters: 27456, time: 0.576, data: 0.019) G_GAN: 6.608 G_L1: 5.350 D_real: 0.129 D_fake: 0.008 +(epoch: 35, iters: 27556, time: 0.301, data: 0.019) G_GAN: 4.653 G_L1: 3.418 D_real: 0.112 D_fake: 0.120 +(epoch: 35, iters: 27656, time: 0.301, data: 0.018) G_GAN: 3.579 G_L1: 4.651 D_real: 0.003 D_fake: 0.147 +(epoch: 35, iters: 27756, time: 0.303, data: 0.019) G_GAN: 4.672 G_L1: 4.802 D_real: 0.292 D_fake: 0.005 +(epoch: 35, iters: 27856, time: 0.425, data: 0.018) G_GAN: 7.218 G_L1: 4.194 D_real: 0.000 D_fake: 0.011 +(epoch: 35, iters: 27956, time: 0.305, data: 0.020) G_GAN: 5.923 G_L1: 3.496 D_real: 0.016 D_fake: 0.014 +(epoch: 35, iters: 28056, time: 0.289, data: 0.019) G_GAN: 4.075 G_L1: 3.292 D_real: 0.014 D_fake: 0.210 +(epoch: 35, iters: 28156, time: 0.304, data: 0.018) G_GAN: 5.376 G_L1: 3.568 D_real: 0.224 D_fake: 0.019 +(epoch: 35, iters: 28256, time: 0.406, data: 0.018) G_GAN: 6.410 G_L1: 5.555 D_real: 0.014 D_fake: 0.047 +(epoch: 35, iters: 28356, time: 0.300, data: 0.021) G_GAN: 5.002 G_L1: 3.521 D_real: 0.044 D_fake: 0.068 +(epoch: 35, iters: 28456, time: 0.298, data: 0.019) G_GAN: 5.390 G_L1: 3.291 D_real: 0.033 D_fake: 0.023 +(epoch: 35, iters: 28556, time: 0.297, data: 0.020) G_GAN: 5.291 G_L1: 3.229 D_real: 0.017 D_fake: 0.019 +(epoch: 35, iters: 28656, time: 0.406, data: 0.018) G_GAN: 4.872 G_L1: 3.414 D_real: 0.153 D_fake: 0.017 +(epoch: 35, iters: 28756, time: 0.307, data: 0.019) G_GAN: 5.536 G_L1: 5.386 D_real: 0.009 D_fake: 0.449 +(epoch: 35, iters: 28856, time: 0.296, data: 0.018) G_GAN: 6.575 G_L1: 4.826 D_real: 0.012 D_fake: 0.013 +(epoch: 35, iters: 28956, time: 0.293, data: 0.017) G_GAN: 4.765 G_L1: 7.382 D_real: 0.003 D_fake: 0.146 +(epoch: 35, iters: 29056, time: 0.411, data: 0.019) G_GAN: 3.834 G_L1: 3.520 D_real: 0.587 D_fake: 0.034 +(epoch: 35, iters: 29156, time: 0.303, data: 0.019) G_GAN: 4.461 G_L1: 3.418 D_real: 0.281 D_fake: 0.019 +(epoch: 35, iters: 29256, time: 0.287, data: 0.019) G_GAN: 5.168 G_L1: 3.245 D_real: 0.434 D_fake: 0.013 +(epoch: 35, iters: 29356, time: 0.283, data: 0.023) G_GAN: 5.746 G_L1: 2.999 D_real: 0.002 D_fake: 0.016 +(epoch: 35, iters: 29456, time: 0.575, data: 0.022) G_GAN: 4.480 G_L1: 4.984 D_real: 0.038 D_fake: 0.043 +(epoch: 35, iters: 29556, time: 0.300, data: 0.018) G_GAN: 4.630 G_L1: 3.866 D_real: 0.015 D_fake: 0.163 +(epoch: 35, iters: 29656, time: 0.294, data: 0.018) G_GAN: 5.693 G_L1: 3.888 D_real: 0.037 D_fake: 0.021 +(epoch: 35, iters: 29756, time: 0.303, data: 0.017) G_GAN: 6.119 G_L1: 4.968 D_real: 0.016 D_fake: 0.088 +(epoch: 35, iters: 29856, time: 0.403, data: 0.017) G_GAN: 5.490 G_L1: 3.475 D_real: 0.008 D_fake: 0.430 +(epoch: 35, iters: 29956, time: 0.300, data: 0.018) G_GAN: 5.070 G_L1: 2.595 D_real: 0.040 D_fake: 0.042 +(epoch: 35, iters: 30056, time: 0.302, data: 0.018) G_GAN: 4.451 G_L1: 4.092 D_real: 0.735 D_fake: 0.007 +(epoch: 35, iters: 30156, time: 0.299, data: 0.019) G_GAN: 4.660 G_L1: 4.049 D_real: 0.082 D_fake: 0.022 +(epoch: 35, iters: 30256, time: 0.400, data: 0.017) G_GAN: 4.840 G_L1: 4.285 D_real: 0.008 D_fake: 0.162 +(epoch: 35, iters: 30356, time: 0.296, data: 0.018) G_GAN: 4.299 G_L1: 3.700 D_real: 0.135 D_fake: 0.019 +(epoch: 35, iters: 30456, time: 0.304, data: 0.018) G_GAN: 5.939 G_L1: 5.347 D_real: 0.000 D_fake: 0.014 +(epoch: 35, iters: 30556, time: 0.296, data: 0.019) G_GAN: 5.210 G_L1: 3.432 D_real: 0.219 D_fake: 0.041 +(epoch: 35, iters: 30656, time: 0.410, data: 0.018) G_GAN: 5.259 G_L1: 4.010 D_real: 0.044 D_fake: 0.018 +(epoch: 35, iters: 30756, time: 0.304, data: 0.020) G_GAN: 4.716 G_L1: 8.322 D_real: 0.044 D_fake: 0.106 +(epoch: 35, iters: 30856, time: 0.297, data: 0.018) G_GAN: 4.682 G_L1: 4.781 D_real: 0.004 D_fake: 0.041 +(epoch: 35, iters: 30956, time: 0.302, data: 0.019) G_GAN: 5.998 G_L1: 5.135 D_real: 0.005 D_fake: 0.041 +(epoch: 35, iters: 31056, time: 0.414, data: 0.021) G_GAN: 7.532 G_L1: 5.669 D_real: 0.009 D_fake: 0.082 +(epoch: 35, iters: 31156, time: 0.306, data: 0.018) G_GAN: 8.017 G_L1: 5.797 D_real: 0.106 D_fake: 0.004 +(epoch: 35, iters: 31256, time: 0.289, data: 0.018) G_GAN: 4.793 G_L1: 5.597 D_real: 0.003 D_fake: 0.363 +(epoch: 35, iters: 31356, time: 0.306, data: 0.016) G_GAN: 5.465 G_L1: 5.383 D_real: 0.007 D_fake: 0.027 +(epoch: 35, iters: 31456, time: 0.580, data: 0.018) G_GAN: 6.384 G_L1: 6.012 D_real: 0.013 D_fake: 0.022 +(epoch: 35, iters: 31556, time: 0.303, data: 0.019) G_GAN: 6.849 G_L1: 7.949 D_real: 0.134 D_fake: 0.163 +(epoch: 35, iters: 31656, time: 0.300, data: 0.017) G_GAN: 5.770 G_L1: 3.215 D_real: 0.101 D_fake: 0.015 +(epoch: 35, iters: 31756, time: 0.290, data: 0.016) G_GAN: 4.917 G_L1: 6.137 D_real: 0.167 D_fake: 0.453 +(epoch: 35, iters: 31856, time: 0.387, data: 0.017) G_GAN: 5.698 G_L1: 3.949 D_real: 0.187 D_fake: 0.005 +(epoch: 35, iters: 31956, time: 0.300, data: 0.018) G_GAN: 7.399 G_L1: 5.979 D_real: 0.019 D_fake: 0.329 +(epoch: 35, iters: 32056, time: 0.301, data: 0.021) G_GAN: 5.134 G_L1: 3.417 D_real: 0.000 D_fake: 0.173 +(epoch: 35, iters: 32156, time: 0.304, data: 0.017) G_GAN: 4.201 G_L1: 7.868 D_real: 0.425 D_fake: 0.054 +(epoch: 35, iters: 32256, time: 0.424, data: 0.019) G_GAN: 5.974 G_L1: 4.716 D_real: 0.050 D_fake: 0.012 +(epoch: 35, iters: 32356, time: 0.302, data: 0.020) G_GAN: 5.928 G_L1: 4.696 D_real: 0.075 D_fake: 0.016 +(epoch: 35, iters: 32456, time: 0.306, data: 0.019) G_GAN: 5.838 G_L1: 9.883 D_real: 0.000 D_fake: 0.077 +(epoch: 35, iters: 32556, time: 0.296, data: 0.018) G_GAN: 5.124 G_L1: 3.723 D_real: 0.007 D_fake: 0.064 +(epoch: 35, iters: 32656, time: 0.417, data: 0.019) G_GAN: 3.357 G_L1: 3.435 D_real: 0.881 D_fake: 0.022 +(epoch: 35, iters: 32756, time: 0.298, data: 0.022) G_GAN: 6.306 G_L1: 5.117 D_real: 0.338 D_fake: 0.007 +(epoch: 35, iters: 32856, time: 0.302, data: 0.019) G_GAN: 5.024 G_L1: 4.894 D_real: 0.192 D_fake: 0.118 +(epoch: 35, iters: 32956, time: 0.302, data: 0.019) G_GAN: 6.868 G_L1: 7.047 D_real: 0.006 D_fake: 0.004 +(epoch: 35, iters: 33056, time: 0.411, data: 0.025) G_GAN: 6.016 G_L1: 4.045 D_real: 0.002 D_fake: 0.297 +(epoch: 35, iters: 33156, time: 0.300, data: 0.020) G_GAN: 4.976 G_L1: 3.711 D_real: 0.038 D_fake: 0.023 +(epoch: 35, iters: 33256, time: 0.289, data: 0.022) G_GAN: 6.005 G_L1: 3.756 D_real: 0.001 D_fake: 0.026 +(epoch: 35, iters: 33356, time: 0.301, data: 0.016) G_GAN: 5.042 G_L1: 8.001 D_real: 0.240 D_fake: 0.005 +(epoch: 35, iters: 33456, time: 0.579, data: 0.018) G_GAN: 5.015 G_L1: 3.732 D_real: 0.003 D_fake: 0.065 +(epoch: 35, iters: 33556, time: 0.290, data: 0.021) G_GAN: 6.272 G_L1: 4.081 D_real: 0.000 D_fake: 0.020 +(epoch: 35, iters: 33656, time: 0.296, data: 0.017) G_GAN: 6.980 G_L1: 4.148 D_real: 0.108 D_fake: 0.012 +(epoch: 35, iters: 33756, time: 0.295, data: 0.019) G_GAN: 6.479 G_L1: 6.872 D_real: 0.016 D_fake: 0.019 +(epoch: 35, iters: 33856, time: 0.419, data: 0.017) G_GAN: 5.229 G_L1: 8.415 D_real: 0.001 D_fake: 0.078 +(epoch: 35, iters: 33956, time: 0.301, data: 0.018) G_GAN: 3.304 G_L1: 3.877 D_real: 0.500 D_fake: 0.029 +(epoch: 35, iters: 34056, time: 0.294, data: 0.018) G_GAN: 7.569 G_L1: 3.680 D_real: 0.010 D_fake: 0.003 +(epoch: 35, iters: 34156, time: 0.309, data: 0.021) G_GAN: 5.105 G_L1: 4.906 D_real: 0.087 D_fake: 0.055 +(epoch: 35, iters: 34256, time: 0.418, data: 0.019) G_GAN: 5.368 G_L1: 3.534 D_real: 0.010 D_fake: 0.043 +(epoch: 35, iters: 34356, time: 0.303, data: 0.018) G_GAN: 4.697 G_L1: 10.338 D_real: 0.001 D_fake: 0.112 +(epoch: 35, iters: 34456, time: 0.298, data: 0.020) G_GAN: 4.765 G_L1: 4.771 D_real: 0.818 D_fake: 0.070 +(epoch: 35, iters: 34556, time: 0.303, data: 0.019) G_GAN: 5.932 G_L1: 4.742 D_real: 0.020 D_fake: 0.063 +(epoch: 35, iters: 34656, time: 0.414, data: 0.020) G_GAN: 5.234 G_L1: 3.797 D_real: 0.073 D_fake: 0.109 +(epoch: 35, iters: 34756, time: 0.301, data: 0.019) G_GAN: 5.921 G_L1: 6.986 D_real: 0.025 D_fake: 0.014 +(epoch: 35, iters: 34856, time: 0.303, data: 0.017) G_GAN: 6.340 G_L1: 4.306 D_real: 0.002 D_fake: 0.009 +(epoch: 35, iters: 34956, time: 0.305, data: 0.019) G_GAN: 8.322 G_L1: 6.025 D_real: 0.001 D_fake: 0.002 +(epoch: 35, iters: 35056, time: 0.378, data: 0.019) G_GAN: 4.548 G_L1: 2.578 D_real: 0.002 D_fake: 0.125 +(epoch: 35, iters: 35156, time: 0.290, data: 0.019) G_GAN: 6.175 G_L1: 3.245 D_real: 0.211 D_fake: 0.085 +(epoch: 35, iters: 35256, time: 0.294, data: 0.018) G_GAN: 7.646 G_L1: 6.456 D_real: 0.022 D_fake: 0.003 +(epoch: 35, iters: 35356, time: 0.299, data: 0.018) G_GAN: 4.128 G_L1: 3.712 D_real: 0.397 D_fake: 0.090 +(epoch: 35, iters: 35456, time: 0.585, data: 0.018) G_GAN: 6.068 G_L1: 3.993 D_real: 0.281 D_fake: 0.003 +(epoch: 35, iters: 35556, time: 0.299, data: 0.020) G_GAN: 7.873 G_L1: 3.604 D_real: 0.027 D_fake: 0.010 +(epoch: 35, iters: 35656, time: 0.304, data: 0.019) G_GAN: 3.712 G_L1: 3.867 D_real: 0.012 D_fake: 0.056 +(epoch: 35, iters: 35756, time: 0.307, data: 0.019) G_GAN: 8.962 G_L1: 9.915 D_real: 0.007 D_fake: 0.002 +(epoch: 35, iters: 35856, time: 0.421, data: 0.019) G_GAN: 3.625 G_L1: 3.557 D_real: 0.888 D_fake: 0.087 +(epoch: 35, iters: 35956, time: 0.300, data: 0.019) G_GAN: 4.245 G_L1: 3.173 D_real: 0.005 D_fake: 0.341 +(epoch: 35, iters: 36056, time: 0.298, data: 0.018) G_GAN: 4.940 G_L1: 2.920 D_real: 0.014 D_fake: 0.180 +(epoch: 35, iters: 36156, time: 0.306, data: 0.019) G_GAN: 3.742 G_L1: 3.329 D_real: 1.514 D_fake: 0.002 +(epoch: 35, iters: 36256, time: 0.418, data: 0.020) G_GAN: 4.876 G_L1: 5.859 D_real: 0.378 D_fake: 0.221 +(epoch: 35, iters: 36356, time: 0.297, data: 0.020) G_GAN: 8.731 G_L1: 7.445 D_real: 0.001 D_fake: 0.007 +(epoch: 35, iters: 36456, time: 0.302, data: 0.018) G_GAN: 6.381 G_L1: 5.225 D_real: 0.037 D_fake: 0.047 +(epoch: 35, iters: 36556, time: 0.297, data: 0.018) G_GAN: 4.987 G_L1: 13.587 D_real: 0.004 D_fake: 0.076 +(epoch: 35, iters: 36656, time: 0.413, data: 0.019) G_GAN: 5.670 G_L1: 5.297 D_real: 0.059 D_fake: 0.011 +(epoch: 35, iters: 36756, time: 0.306, data: 0.021) G_GAN: 5.026 G_L1: 3.039 D_real: 0.098 D_fake: 0.690 +(epoch: 35, iters: 36856, time: 0.301, data: 0.019) G_GAN: 6.526 G_L1: 4.087 D_real: 0.054 D_fake: 0.016 +(epoch: 35, iters: 36956, time: 0.302, data: 0.024) G_GAN: 5.640 G_L1: 4.927 D_real: 0.380 D_fake: 0.009 +(epoch: 35, iters: 37056, time: 0.405, data: 0.020) G_GAN: 5.286 G_L1: 3.560 D_real: 0.004 D_fake: 0.032 +(epoch: 35, iters: 37156, time: 0.298, data: 0.019) G_GAN: 3.684 G_L1: 3.864 D_real: 0.095 D_fake: 0.081 +(epoch: 35, iters: 37256, time: 0.298, data: 0.019) G_GAN: 3.614 G_L1: 2.852 D_real: 0.161 D_fake: 0.197 +(epoch: 35, iters: 37356, time: 0.294, data: 0.019) G_GAN: 4.285 G_L1: 3.769 D_real: 0.001 D_fake: 0.118 +(epoch: 35, iters: 37456, time: 0.518, data: 0.018) G_GAN: 6.189 G_L1: 4.476 D_real: 0.011 D_fake: 0.017 +(epoch: 35, iters: 37556, time: 0.293, data: 0.020) G_GAN: 5.665 G_L1: 3.358 D_real: 0.160 D_fake: 0.011 +(epoch: 35, iters: 37656, time: 0.294, data: 0.023) G_GAN: 4.388 G_L1: 3.509 D_real: 0.079 D_fake: 0.045 +(epoch: 35, iters: 37756, time: 0.304, data: 0.022) G_GAN: 8.725 G_L1: 3.896 D_real: 0.150 D_fake: 0.005 +(epoch: 35, iters: 37856, time: 0.393, data: 0.019) G_GAN: 5.661 G_L1: 4.172 D_real: 0.003 D_fake: 0.187 +(epoch: 35, iters: 37956, time: 0.301, data: 0.020) G_GAN: 5.749 G_L1: 4.583 D_real: 0.026 D_fake: 0.049 +(epoch: 35, iters: 38056, time: 0.308, data: 0.019) G_GAN: 4.922 G_L1: 3.463 D_real: 0.020 D_fake: 0.067 +(epoch: 35, iters: 38156, time: 0.307, data: 0.020) G_GAN: 4.494 G_L1: 3.464 D_real: 0.001 D_fake: 0.051 +(epoch: 35, iters: 38256, time: 0.419, data: 0.018) G_GAN: 5.413 G_L1: 5.173 D_real: 0.079 D_fake: 0.083 +(epoch: 35, iters: 38356, time: 0.311, data: 0.020) G_GAN: 6.514 G_L1: 5.126 D_real: 0.000 D_fake: 0.011 +(epoch: 35, iters: 38456, time: 0.298, data: 0.018) G_GAN: 6.154 G_L1: 7.060 D_real: 0.017 D_fake: 0.041 +(epoch: 35, iters: 38556, time: 0.301, data: 0.019) G_GAN: 4.941 G_L1: 3.852 D_real: 0.288 D_fake: 0.022 +(epoch: 35, iters: 38656, time: 0.386, data: 0.019) G_GAN: 5.869 G_L1: 4.945 D_real: 0.002 D_fake: 0.043 +(epoch: 35, iters: 38756, time: 0.303, data: 0.019) G_GAN: 7.611 G_L1: 4.201 D_real: 0.009 D_fake: 0.011 +(epoch: 35, iters: 38856, time: 0.305, data: 0.023) G_GAN: 5.911 G_L1: 2.849 D_real: 0.006 D_fake: 0.119 +(epoch: 35, iters: 38956, time: 0.304, data: 0.020) G_GAN: 5.139 G_L1: 3.645 D_real: 0.332 D_fake: 0.014 +(epoch: 35, iters: 39056, time: 0.417, data: 0.019) G_GAN: 5.158 G_L1: 4.656 D_real: 0.021 D_fake: 0.027 +(epoch: 35, iters: 39156, time: 0.300, data: 0.019) G_GAN: 5.278 G_L1: 3.769 D_real: 0.006 D_fake: 0.053 +(epoch: 35, iters: 39256, time: 0.301, data: 0.017) G_GAN: 4.715 G_L1: 3.357 D_real: 0.281 D_fake: 0.057 +(epoch: 35, iters: 39356, time: 0.305, data: 0.019) G_GAN: 6.381 G_L1: 5.149 D_real: 0.041 D_fake: 0.022 +(epoch: 35, iters: 39456, time: 0.586, data: 0.020) G_GAN: 4.113 G_L1: 8.173 D_real: 0.029 D_fake: 0.127 +(epoch: 35, iters: 39556, time: 0.304, data: 0.020) G_GAN: 4.371 G_L1: 3.578 D_real: 0.137 D_fake: 0.024 +(epoch: 35, iters: 39656, time: 0.307, data: 0.019) G_GAN: 5.329 G_L1: 4.272 D_real: 0.033 D_fake: 0.058 +(epoch: 35, iters: 39756, time: 0.301, data: 0.019) G_GAN: 4.480 G_L1: 3.605 D_real: 0.016 D_fake: 0.438 +(epoch: 35, iters: 39856, time: 0.405, data: 0.018) G_GAN: 4.343 G_L1: 4.286 D_real: 0.051 D_fake: 0.260 +(epoch: 35, iters: 39956, time: 0.303, data: 0.019) G_GAN: 4.598 G_L1: 3.880 D_real: 0.074 D_fake: 0.078 +(epoch: 35, iters: 40056, time: 0.303, data: 0.018) G_GAN: 4.590 G_L1: 3.971 D_real: 0.013 D_fake: 0.098 +(epoch: 35, iters: 40156, time: 0.299, data: 0.022) G_GAN: 6.575 G_L1: 4.461 D_real: 0.046 D_fake: 0.098 +(epoch: 35, iters: 40256, time: 0.400, data: 0.018) G_GAN: 4.683 G_L1: 5.058 D_real: 0.277 D_fake: 0.018 +(epoch: 35, iters: 40356, time: 0.304, data: 0.018) G_GAN: 4.205 G_L1: 4.286 D_real: 0.096 D_fake: 0.034 +(epoch: 35, iters: 40456, time: 0.304, data: 0.021) G_GAN: 5.129 G_L1: 4.807 D_real: 0.002 D_fake: 0.053 +(epoch: 35, iters: 40556, time: 0.301, data: 0.018) G_GAN: 5.762 G_L1: 4.159 D_real: 0.027 D_fake: 0.081 +(epoch: 35, iters: 40656, time: 0.408, data: 0.020) G_GAN: 3.509 G_L1: 3.318 D_real: 0.073 D_fake: 0.194 +(epoch: 35, iters: 40756, time: 0.304, data: 0.018) G_GAN: 6.618 G_L1: 6.809 D_real: 0.002 D_fake: 0.105 +(epoch: 35, iters: 40856, time: 0.303, data: 0.018) G_GAN: 5.152 G_L1: 7.480 D_real: 0.000 D_fake: 0.049 +(epoch: 35, iters: 40956, time: 0.287, data: 0.018) G_GAN: 6.687 G_L1: 4.556 D_real: 0.116 D_fake: 0.031 +(epoch: 35, iters: 41056, time: 0.423, data: 0.017) G_GAN: 3.366 G_L1: 4.232 D_real: 0.351 D_fake: 0.268 +(epoch: 35, iters: 41156, time: 0.298, data: 0.021) G_GAN: 6.245 G_L1: 3.772 D_real: 0.015 D_fake: 0.035 +(epoch: 35, iters: 41256, time: 0.301, data: 0.017) G_GAN: 5.451 G_L1: 3.866 D_real: 0.074 D_fake: 0.120 +(epoch: 35, iters: 41356, time: 0.303, data: 0.019) G_GAN: 4.576 G_L1: 4.559 D_real: 0.177 D_fake: 0.104 +(epoch: 35, iters: 41456, time: 0.546, data: 0.020) G_GAN: 5.567 G_L1: 4.808 D_real: 0.000 D_fake: 0.026 +(epoch: 35, iters: 41556, time: 0.304, data: 0.018) G_GAN: 4.645 G_L1: 4.437 D_real: 0.101 D_fake: 0.084 +(epoch: 35, iters: 41656, time: 0.307, data: 0.018) G_GAN: 4.932 G_L1: 4.420 D_real: 0.041 D_fake: 0.052 +(epoch: 35, iters: 41756, time: 0.301, data: 0.018) G_GAN: 4.168 G_L1: 3.642 D_real: 0.037 D_fake: 0.107 +(epoch: 35, iters: 41856, time: 0.419, data: 0.018) G_GAN: 6.926 G_L1: 5.726 D_real: 0.008 D_fake: 0.010 +(epoch: 35, iters: 41956, time: 0.303, data: 0.018) G_GAN: 3.827 G_L1: 3.037 D_real: 0.060 D_fake: 0.077 +(epoch: 35, iters: 42056, time: 0.306, data: 0.018) G_GAN: 5.137 G_L1: 6.849 D_real: 0.212 D_fake: 0.009 +(epoch: 35, iters: 42156, time: 0.304, data: 0.017) G_GAN: 4.073 G_L1: 4.508 D_real: 0.346 D_fake: 0.027 +(epoch: 35, iters: 42256, time: 0.408, data: 0.018) G_GAN: 5.703 G_L1: 3.002 D_real: 0.054 D_fake: 0.019 +(epoch: 35, iters: 42356, time: 0.306, data: 0.020) G_GAN: 5.110 G_L1: 3.941 D_real: 0.091 D_fake: 0.248 +(epoch: 35, iters: 42456, time: 0.302, data: 0.018) G_GAN: 5.694 G_L1: 3.519 D_real: 0.027 D_fake: 0.096 +(epoch: 35, iters: 42556, time: 0.304, data: 0.018) G_GAN: 6.447 G_L1: 2.885 D_real: 0.214 D_fake: 0.002 +(epoch: 35, iters: 42656, time: 0.415, data: 0.019) G_GAN: 4.831 G_L1: 3.146 D_real: 0.013 D_fake: 0.105 +(epoch: 35, iters: 42756, time: 0.302, data: 0.019) G_GAN: 8.529 G_L1: 11.060 D_real: 0.014 D_fake: 0.006 +(epoch: 35, iters: 42856, time: 0.298, data: 0.023) G_GAN: 5.201 G_L1: 4.919 D_real: 0.020 D_fake: 0.023 +(epoch: 35, iters: 42956, time: 0.298, data: 0.019) G_GAN: 4.267 G_L1: 5.156 D_real: 0.063 D_fake: 0.120 +(epoch: 35, iters: 43056, time: 0.417, data: 0.019) G_GAN: 4.983 G_L1: 4.352 D_real: 0.046 D_fake: 0.098 +(epoch: 35, iters: 43156, time: 0.300, data: 0.019) G_GAN: 6.149 G_L1: 2.995 D_real: 0.044 D_fake: 0.014 +(epoch: 35, iters: 43256, time: 0.303, data: 0.018) G_GAN: 3.712 G_L1: 3.236 D_real: 0.150 D_fake: 0.097 +(epoch: 35, iters: 43356, time: 0.294, data: 0.021) G_GAN: 6.196 G_L1: 5.879 D_real: 0.030 D_fake: 0.005 +(epoch: 35, iters: 43456, time: 0.577, data: 0.018) G_GAN: 5.592 G_L1: 6.033 D_real: 0.126 D_fake: 0.241 +(epoch: 35, iters: 43556, time: 0.303, data: 0.018) G_GAN: 4.730 G_L1: 4.045 D_real: 0.007 D_fake: 0.091 +(epoch: 35, iters: 43656, time: 0.304, data: 0.019) G_GAN: 4.776 G_L1: 4.113 D_real: 0.006 D_fake: 0.033 +(epoch: 35, iters: 43756, time: 0.303, data: 0.023) G_GAN: 4.141 G_L1: 3.773 D_real: 0.054 D_fake: 0.128 +(epoch: 35, iters: 43856, time: 0.396, data: 0.020) G_GAN: 6.885 G_L1: 4.424 D_real: 0.004 D_fake: 0.010 +(epoch: 35, iters: 43956, time: 0.306, data: 0.018) G_GAN: 5.153 G_L1: 4.052 D_real: 0.022 D_fake: 0.070 +(epoch: 35, iters: 44056, time: 0.303, data: 0.017) G_GAN: 5.760 G_L1: 1.915 D_real: 0.059 D_fake: 0.013 +(epoch: 35, iters: 44156, time: 0.302, data: 0.020) G_GAN: 6.650 G_L1: 4.322 D_real: 0.021 D_fake: 0.100 +(epoch: 35, iters: 44256, time: 0.412, data: 0.035) G_GAN: 6.047 G_L1: 3.432 D_real: 0.161 D_fake: 0.010 +(epoch: 35, iters: 44356, time: 0.300, data: 0.018) G_GAN: 5.585 G_L1: 3.080 D_real: 0.007 D_fake: 0.016 +(epoch: 35, iters: 44456, time: 0.295, data: 0.019) G_GAN: 4.747 G_L1: 2.938 D_real: 0.041 D_fake: 0.038 +(epoch: 35, iters: 44556, time: 0.309, data: 0.019) G_GAN: 9.068 G_L1: 12.457 D_real: 0.088 D_fake: 0.004 +(epoch: 35, iters: 44656, time: 0.415, data: 0.018) G_GAN: 5.805 G_L1: 5.361 D_real: 0.002 D_fake: 0.056 +(epoch: 35, iters: 44756, time: 0.299, data: 0.019) G_GAN: 3.912 G_L1: 3.953 D_real: 0.217 D_fake: 0.025 +(epoch: 35, iters: 44856, time: 0.303, data: 0.020) G_GAN: 4.930 G_L1: 5.204 D_real: 0.003 D_fake: 0.099 +(epoch: 35, iters: 44956, time: 0.298, data: 0.020) G_GAN: 6.179 G_L1: 5.718 D_real: 0.039 D_fake: 0.006 +(epoch: 35, iters: 45056, time: 0.416, data: 0.018) G_GAN: 6.908 G_L1: 4.836 D_real: 0.005 D_fake: 0.009 +(epoch: 35, iters: 45156, time: 0.303, data: 0.022) G_GAN: 8.256 G_L1: 3.763 D_real: 0.969 D_fake: 0.006 +(epoch: 35, iters: 45256, time: 0.289, data: 0.018) G_GAN: 7.512 G_L1: 7.810 D_real: 0.147 D_fake: 0.007 +(epoch: 35, iters: 45356, time: 0.299, data: 0.019) G_GAN: 7.503 G_L1: 11.971 D_real: 0.003 D_fake: 0.021 +(epoch: 35, iters: 45456, time: 0.572, data: 0.017) G_GAN: 5.884 G_L1: 3.643 D_real: 0.001 D_fake: 0.035 +(epoch: 35, iters: 45556, time: 0.280, data: 0.018) G_GAN: 6.793 G_L1: 4.236 D_real: 0.034 D_fake: 0.083 +(epoch: 35, iters: 45656, time: 0.299, data: 0.016) G_GAN: 4.114 G_L1: 2.776 D_real: 0.076 D_fake: 0.203 +(epoch: 35, iters: 45756, time: 0.302, data: 0.022) G_GAN: 5.851 G_L1: 3.536 D_real: 0.022 D_fake: 0.037 +(epoch: 35, iters: 45856, time: 0.408, data: 0.022) G_GAN: 5.577 G_L1: 12.264 D_real: 0.010 D_fake: 0.079 +(epoch: 35, iters: 45956, time: 0.308, data: 0.018) G_GAN: 6.256 G_L1: 4.317 D_real: 0.019 D_fake: 0.061 +(epoch: 35, iters: 46056, time: 0.300, data: 0.019) G_GAN: 4.124 G_L1: 3.293 D_real: 0.052 D_fake: 0.131 +(epoch: 35, iters: 46156, time: 0.304, data: 0.019) G_GAN: 5.176 G_L1: 3.541 D_real: 0.123 D_fake: 0.016 +(epoch: 35, iters: 46256, time: 0.411, data: 0.020) G_GAN: 6.628 G_L1: 5.842 D_real: 0.042 D_fake: 0.118 +(epoch: 35, iters: 46356, time: 0.303, data: 0.018) G_GAN: 7.148 G_L1: 7.653 D_real: 0.003 D_fake: 0.030 +(epoch: 35, iters: 46456, time: 0.288, data: 0.023) G_GAN: 5.357 G_L1: 4.356 D_real: 0.076 D_fake: 0.068 +(epoch: 35, iters: 46556, time: 0.297, data: 0.020) G_GAN: 5.728 G_L1: 2.929 D_real: 0.621 D_fake: 0.016 +(epoch: 35, iters: 46656, time: 0.394, data: 0.019) G_GAN: 4.970 G_L1: 3.503 D_real: 0.056 D_fake: 0.060 +(epoch: 35, iters: 46756, time: 0.285, data: 0.019) G_GAN: 5.407 G_L1: 4.772 D_real: 0.000 D_fake: 0.032 +(epoch: 35, iters: 46856, time: 0.293, data: 0.018) G_GAN: 4.401 G_L1: 3.888 D_real: 0.204 D_fake: 0.072 +(epoch: 35, iters: 46956, time: 0.310, data: 0.022) G_GAN: 9.737 G_L1: 8.013 D_real: 0.001 D_fake: 0.002 +(epoch: 35, iters: 47056, time: 0.389, data: 0.018) G_GAN: 7.712 G_L1: 6.678 D_real: 0.004 D_fake: 0.014 +(epoch: 35, iters: 47156, time: 0.295, data: 0.019) G_GAN: 6.788 G_L1: 4.824 D_real: 0.003 D_fake: 0.016 +(epoch: 35, iters: 47256, time: 0.299, data: 0.017) G_GAN: 5.402 G_L1: 7.256 D_real: 0.004 D_fake: 0.196 +(epoch: 35, iters: 47356, time: 0.302, data: 0.020) G_GAN: 6.552 G_L1: 3.883 D_real: 0.008 D_fake: 0.119 +(epoch: 35, iters: 47456, time: 0.509, data: 0.018) G_GAN: 3.264 G_L1: 3.186 D_real: 0.196 D_fake: 0.070 +(epoch: 35, iters: 47556, time: 0.298, data: 0.019) G_GAN: 6.920 G_L1: 4.622 D_real: 0.049 D_fake: 0.281 +(epoch: 35, iters: 47656, time: 0.286, data: 0.021) G_GAN: 5.417 G_L1: 3.917 D_real: 0.412 D_fake: 0.003 +(epoch: 35, iters: 47756, time: 0.304, data: 0.018) G_GAN: 5.991 G_L1: 4.499 D_real: 0.022 D_fake: 0.038 +(epoch: 35, iters: 47856, time: 0.412, data: 0.019) G_GAN: 5.517 G_L1: 3.573 D_real: 0.101 D_fake: 0.017 +(epoch: 35, iters: 47956, time: 0.302, data: 0.019) G_GAN: 3.084 G_L1: 2.962 D_real: 0.450 D_fake: 0.044 +(epoch: 35, iters: 48056, time: 0.287, data: 0.020) G_GAN: 6.316 G_L1: 5.591 D_real: 0.002 D_fake: 0.057 +(epoch: 35, iters: 48156, time: 0.306, data: 0.017) G_GAN: 4.801 G_L1: 4.110 D_real: 0.022 D_fake: 0.162 +(epoch: 35, iters: 48256, time: 0.420, data: 0.020) G_GAN: 5.158 G_L1: 5.991 D_real: 0.002 D_fake: 0.016 +(epoch: 35, iters: 48356, time: 0.304, data: 0.019) G_GAN: 6.740 G_L1: 5.400 D_real: 0.088 D_fake: 0.016 +(epoch: 35, iters: 48456, time: 0.288, data: 0.018) G_GAN: 9.240 G_L1: 6.213 D_real: 0.031 D_fake: 0.001 +(epoch: 35, iters: 48556, time: 0.292, data: 0.015) G_GAN: 3.864 G_L1: 2.938 D_real: 0.285 D_fake: 0.027 +(epoch: 35, iters: 48656, time: 0.411, data: 0.016) G_GAN: 7.425 G_L1: 4.504 D_real: 0.012 D_fake: 0.009 +(epoch: 35, iters: 48756, time: 0.304, data: 0.018) G_GAN: 5.282 G_L1: 5.497 D_real: 0.111 D_fake: 0.078 +(epoch: 35, iters: 48856, time: 0.291, data: 0.018) G_GAN: 4.697 G_L1: 5.575 D_real: 0.000 D_fake: 0.066 +(epoch: 35, iters: 48956, time: 0.298, data: 0.018) G_GAN: 3.745 G_L1: 2.807 D_real: 0.522 D_fake: 0.013 +(epoch: 35, iters: 49056, time: 0.412, data: 0.023) G_GAN: 5.033 G_L1: 4.053 D_real: 0.008 D_fake: 0.092 +(epoch: 35, iters: 49156, time: 0.298, data: 0.019) G_GAN: 6.277 G_L1: 9.032 D_real: 0.012 D_fake: 0.009 +(epoch: 35, iters: 49256, time: 0.305, data: 0.019) G_GAN: 6.127 G_L1: 4.672 D_real: 0.024 D_fake: 0.023 +(epoch: 35, iters: 49356, time: 0.296, data: 0.018) G_GAN: 3.179 G_L1: 2.735 D_real: 0.470 D_fake: 0.039 +(epoch: 35, iters: 49456, time: 0.558, data: 0.018) G_GAN: 4.580 G_L1: 2.871 D_real: 0.049 D_fake: 0.190 +(epoch: 35, iters: 49556, time: 0.297, data: 0.019) G_GAN: 7.413 G_L1: 6.843 D_real: 0.009 D_fake: 0.011 +(epoch: 35, iters: 49656, time: 0.301, data: 0.019) G_GAN: 6.274 G_L1: 3.708 D_real: 0.288 D_fake: 0.014 +(epoch: 35, iters: 49756, time: 0.304, data: 0.019) G_GAN: 4.681 G_L1: 3.484 D_real: 0.021 D_fake: 0.030 +(epoch: 35, iters: 49856, time: 0.395, data: 0.017) G_GAN: 4.500 G_L1: 4.910 D_real: 0.023 D_fake: 0.052 +(epoch: 35, iters: 49956, time: 0.295, data: 0.020) G_GAN: 4.250 G_L1: 3.440 D_real: 0.439 D_fake: 0.053 +(epoch: 35, iters: 50056, time: 0.304, data: 0.018) G_GAN: 6.387 G_L1: 4.111 D_real: 0.502 D_fake: 0.002 +(epoch: 35, iters: 50156, time: 0.305, data: 0.019) G_GAN: 5.119 G_L1: 3.558 D_real: 0.439 D_fake: 0.008 +(epoch: 35, iters: 50256, time: 0.425, data: 0.018) G_GAN: 5.850 G_L1: 5.847 D_real: 0.019 D_fake: 0.018 +(epoch: 35, iters: 50356, time: 0.307, data: 0.018) G_GAN: 3.554 G_L1: 3.133 D_real: 0.033 D_fake: 0.201 +(epoch: 35, iters: 50456, time: 0.297, data: 0.020) G_GAN: 6.385 G_L1: 3.185 D_real: 0.019 D_fake: 0.282 +(epoch: 35, iters: 50556, time: 0.301, data: 0.018) G_GAN: 4.165 G_L1: 8.122 D_real: 0.020 D_fake: 0.360 +(epoch: 35, iters: 50656, time: 0.403, data: 0.019) G_GAN: 4.612 G_L1: 3.950 D_real: 0.013 D_fake: 0.086 +(epoch: 35, iters: 50756, time: 0.297, data: 0.019) G_GAN: 3.923 G_L1: 3.623 D_real: 0.023 D_fake: 0.067 +(epoch: 35, iters: 50856, time: 0.305, data: 0.017) G_GAN: 5.693 G_L1: 4.939 D_real: 0.011 D_fake: 0.025 +(epoch: 35, iters: 50956, time: 0.284, data: 0.022) G_GAN: 5.478 G_L1: 6.415 D_real: 0.067 D_fake: 0.021 +(epoch: 35, iters: 51056, time: 0.414, data: 0.016) G_GAN: 5.072 G_L1: 4.367 D_real: 0.037 D_fake: 0.015 +(epoch: 35, iters: 51156, time: 0.302, data: 0.020) G_GAN: 5.569 G_L1: 6.772 D_real: 0.003 D_fake: 0.051 +(epoch: 35, iters: 51256, time: 0.299, data: 0.019) G_GAN: 4.042 G_L1: 2.169 D_real: 0.221 D_fake: 0.012 +(epoch: 35, iters: 51356, time: 0.306, data: 0.018) G_GAN: 7.520 G_L1: 8.595 D_real: 0.090 D_fake: 0.004 +(epoch: 35, iters: 51456, time: 0.567, data: 0.018) G_GAN: 5.701 G_L1: 4.981 D_real: 0.115 D_fake: 0.007 +(epoch: 35, iters: 51556, time: 0.305, data: 0.019) G_GAN: 7.238 G_L1: 12.852 D_real: 0.056 D_fake: 0.238 +(epoch: 35, iters: 51656, time: 0.295, data: 0.019) G_GAN: 5.062 G_L1: 5.236 D_real: 0.242 D_fake: 0.101 +(epoch: 35, iters: 51756, time: 0.297, data: 0.019) G_GAN: 7.430 G_L1: 6.419 D_real: 0.027 D_fake: 0.002 +(epoch: 35, iters: 51856, time: 0.423, data: 0.018) G_GAN: 6.009 G_L1: 7.478 D_real: 0.170 D_fake: 0.124 +(epoch: 35, iters: 51956, time: 0.298, data: 0.018) G_GAN: 5.658 G_L1: 5.088 D_real: 0.129 D_fake: 0.016 +(epoch: 35, iters: 52056, time: 0.304, data: 0.017) G_GAN: 4.214 G_L1: 3.121 D_real: 0.086 D_fake: 0.056 +(epoch: 35, iters: 52156, time: 0.304, data: 0.019) G_GAN: 7.565 G_L1: 5.349 D_real: 0.002 D_fake: 0.003 +(epoch: 35, iters: 52256, time: 0.422, data: 0.018) G_GAN: 4.463 G_L1: 4.085 D_real: 0.213 D_fake: 0.013 +(epoch: 35, iters: 52356, time: 0.300, data: 0.020) G_GAN: 5.136 G_L1: 8.753 D_real: 0.034 D_fake: 0.036 +(epoch: 35, iters: 52456, time: 0.279, data: 0.017) G_GAN: 4.969 G_L1: 4.119 D_real: 0.000 D_fake: 0.060 +(epoch: 35, iters: 52556, time: 0.299, data: 0.023) G_GAN: 3.762 G_L1: 4.747 D_real: 0.266 D_fake: 0.315 +(epoch: 35, iters: 52656, time: 0.422, data: 0.018) G_GAN: 3.566 G_L1: 3.614 D_real: 0.108 D_fake: 0.088 +(epoch: 35, iters: 52756, time: 0.302, data: 0.019) G_GAN: 4.477 G_L1: 3.747 D_real: 0.064 D_fake: 0.080 +(epoch: 35, iters: 52856, time: 0.302, data: 0.017) G_GAN: 3.636 G_L1: 3.900 D_real: 0.068 D_fake: 0.414 +(epoch: 35, iters: 52956, time: 0.301, data: 0.019) G_GAN: 6.357 G_L1: 3.915 D_real: 0.132 D_fake: 0.022 +(epoch: 35, iters: 53056, time: 0.406, data: 0.020) G_GAN: 8.930 G_L1: 6.183 D_real: 0.092 D_fake: 0.000 +(epoch: 35, iters: 53156, time: 0.300, data: 0.026) G_GAN: 4.033 G_L1: 2.639 D_real: 0.022 D_fake: 0.103 +(epoch: 35, iters: 53256, time: 0.294, data: 0.018) G_GAN: 5.036 G_L1: 2.514 D_real: 0.050 D_fake: 0.153 +(epoch: 35, iters: 53356, time: 0.309, data: 0.021) G_GAN: 5.211 G_L1: 5.338 D_real: 0.532 D_fake: 0.005 +(epoch: 35, iters: 53456, time: 0.560, data: 0.019) G_GAN: 6.198 G_L1: 5.927 D_real: 0.015 D_fake: 0.018 +(epoch: 35, iters: 53556, time: 0.303, data: 0.021) G_GAN: 3.929 G_L1: 3.967 D_real: 0.011 D_fake: 0.168 +(epoch: 35, iters: 53656, time: 0.294, data: 0.018) G_GAN: 7.671 G_L1: 4.390 D_real: 0.018 D_fake: 0.008 +(epoch: 35, iters: 53756, time: 0.290, data: 0.018) G_GAN: 6.697 G_L1: 4.471 D_real: 0.011 D_fake: 0.177 +(epoch: 35, iters: 53856, time: 0.414, data: 0.017) G_GAN: 5.747 G_L1: 3.447 D_real: 0.195 D_fake: 0.011 +(epoch: 35, iters: 53956, time: 0.305, data: 0.018) G_GAN: 5.369 G_L1: 3.046 D_real: 0.003 D_fake: 0.344 +(epoch: 35, iters: 54056, time: 0.306, data: 0.019) G_GAN: 3.179 G_L1: 3.446 D_real: 0.013 D_fake: 0.185 +(epoch: 35, iters: 54156, time: 0.305, data: 0.018) G_GAN: 8.144 G_L1: 7.198 D_real: 0.020 D_fake: 0.073 +(epoch: 35, iters: 54256, time: 0.413, data: 0.019) G_GAN: 5.210 G_L1: 2.974 D_real: 0.025 D_fake: 0.083 +(epoch: 35, iters: 54356, time: 0.299, data: 0.022) G_GAN: 4.524 G_L1: 4.400 D_real: 0.025 D_fake: 0.084 +(epoch: 35, iters: 54456, time: 0.311, data: 0.018) G_GAN: 5.318 G_L1: 11.753 D_real: 0.067 D_fake: 0.010 +(epoch: 35, iters: 54556, time: 0.270, data: 0.020) G_GAN: 4.650 G_L1: 3.000 D_real: 0.065 D_fake: 0.292 +(epoch: 35, iters: 54656, time: 0.416, data: 0.015) G_GAN: 5.235 G_L1: 9.849 D_real: 0.002 D_fake: 0.031 +(epoch: 35, iters: 54756, time: 0.302, data: 0.018) G_GAN: 3.701 G_L1: 4.120 D_real: 0.075 D_fake: 0.125 +(epoch: 35, iters: 54856, time: 0.297, data: 0.019) G_GAN: 6.339 G_L1: 6.686 D_real: 0.002 D_fake: 0.088 +(epoch: 35, iters: 54956, time: 0.309, data: 0.018) G_GAN: 7.506 G_L1: 3.686 D_real: 0.032 D_fake: 0.312 +(epoch: 35, iters: 55056, time: 0.407, data: 0.020) G_GAN: 5.180 G_L1: 3.744 D_real: 0.015 D_fake: 0.069 +(epoch: 35, iters: 55156, time: 0.294, data: 0.020) G_GAN: 6.104 G_L1: 4.806 D_real: 0.092 D_fake: 0.027 +(epoch: 35, iters: 55256, time: 0.296, data: 0.018) G_GAN: 7.680 G_L1: 4.358 D_real: 0.023 D_fake: 0.049 +(epoch: 35, iters: 55356, time: 0.306, data: 0.019) G_GAN: 5.967 G_L1: 4.548 D_real: 0.027 D_fake: 0.016 +(epoch: 35, iters: 55456, time: 0.549, data: 0.020) G_GAN: 5.038 G_L1: 4.527 D_real: 0.070 D_fake: 0.053 +(epoch: 35, iters: 55556, time: 0.298, data: 0.019) G_GAN: 3.571 G_L1: 2.751 D_real: 0.173 D_fake: 0.149 +(epoch: 35, iters: 55656, time: 0.309, data: 0.017) G_GAN: 5.410 G_L1: 4.771 D_real: 0.010 D_fake: 0.026 +(epoch: 35, iters: 55756, time: 0.304, data: 0.018) G_GAN: 5.275 G_L1: 6.022 D_real: 0.001 D_fake: 0.028 +(epoch: 35, iters: 55856, time: 0.419, data: 0.019) G_GAN: 4.497 G_L1: 4.184 D_real: 0.112 D_fake: 0.047 +(epoch: 35, iters: 55956, time: 0.293, data: 0.020) G_GAN: 8.332 G_L1: 5.973 D_real: 0.011 D_fake: 0.435 +(epoch: 35, iters: 56056, time: 0.303, data: 0.025) G_GAN: 5.612 G_L1: 3.079 D_real: 0.004 D_fake: 0.069 +(epoch: 35, iters: 56156, time: 0.306, data: 0.019) G_GAN: 5.603 G_L1: 5.915 D_real: 0.000 D_fake: 0.050 +(epoch: 35, iters: 56256, time: 0.406, data: 0.019) G_GAN: 5.793 G_L1: 10.266 D_real: 0.003 D_fake: 0.005 +(epoch: 35, iters: 56356, time: 0.303, data: 0.018) G_GAN: 4.518 G_L1: 4.208 D_real: 0.075 D_fake: 0.030 +(epoch: 35, iters: 56456, time: 0.298, data: 0.019) G_GAN: 5.261 G_L1: 3.509 D_real: 0.032 D_fake: 0.235 +(epoch: 35, iters: 56556, time: 0.296, data: 0.017) G_GAN: 5.946 G_L1: 6.133 D_real: 0.051 D_fake: 0.030 +(epoch: 35, iters: 56656, time: 0.417, data: 0.018) G_GAN: 4.290 G_L1: 3.565 D_real: 0.029 D_fake: 0.075 +(epoch: 35, iters: 56756, time: 0.302, data: 0.018) G_GAN: 3.848 G_L1: 3.375 D_real: 0.241 D_fake: 0.025 +(epoch: 35, iters: 56856, time: 0.298, data: 0.021) G_GAN: 5.058 G_L1: 9.788 D_real: 0.788 D_fake: 0.040 +(epoch: 35, iters: 56956, time: 0.305, data: 0.017) G_GAN: 5.374 G_L1: 6.201 D_real: 0.001 D_fake: 0.249 +(epoch: 35, iters: 57056, time: 0.387, data: 0.021) G_GAN: 4.707 G_L1: 2.965 D_real: 0.115 D_fake: 0.217 +(epoch: 35, iters: 57156, time: 0.301, data: 0.019) G_GAN: 4.455 G_L1: 3.993 D_real: 0.010 D_fake: 0.121 +(epoch: 35, iters: 57256, time: 0.288, data: 0.018) G_GAN: 5.410 G_L1: 3.462 D_real: 0.082 D_fake: 0.032 +(epoch: 35, iters: 57356, time: 0.298, data: 0.017) G_GAN: 3.660 G_L1: 2.356 D_real: 0.365 D_fake: 0.092 +(epoch: 35, iters: 57456, time: 0.580, data: 0.018) G_GAN: 6.617 G_L1: 4.689 D_real: 0.108 D_fake: 0.016 +(epoch: 35, iters: 57556, time: 0.304, data: 0.019) G_GAN: 5.158 G_L1: 3.030 D_real: 0.019 D_fake: 0.022 +(epoch: 35, iters: 57656, time: 0.301, data: 0.022) G_GAN: 3.734 G_L1: 2.295 D_real: 0.226 D_fake: 0.128 +(epoch: 35, iters: 57756, time: 0.304, data: 0.020) G_GAN: 4.815 G_L1: 3.857 D_real: 0.229 D_fake: 0.034 +(epoch: 35, iters: 57856, time: 0.417, data: 0.019) G_GAN: 4.385 G_L1: 8.390 D_real: 0.061 D_fake: 0.061 +(epoch: 35, iters: 57956, time: 0.302, data: 0.018) G_GAN: 4.398 G_L1: 4.020 D_real: 0.197 D_fake: 0.011 +(epoch: 35, iters: 58056, time: 0.299, data: 0.019) G_GAN: 4.875 G_L1: 4.499 D_real: 0.032 D_fake: 0.055 +(epoch: 35, iters: 58156, time: 0.302, data: 0.018) G_GAN: 3.855 G_L1: 11.587 D_real: 0.020 D_fake: 0.118 +(epoch: 35, iters: 58256, time: 0.412, data: 0.018) G_GAN: 5.961 G_L1: 8.413 D_real: 0.037 D_fake: 0.026 +(epoch: 35, iters: 58356, time: 0.292, data: 0.019) G_GAN: 4.374 G_L1: 5.316 D_real: 0.215 D_fake: 0.155 +(epoch: 35, iters: 58456, time: 0.293, data: 0.018) G_GAN: 6.759 G_L1: 5.232 D_real: 0.185 D_fake: 0.004 +(epoch: 35, iters: 58556, time: 0.309, data: 0.019) G_GAN: 5.308 G_L1: 3.104 D_real: 0.143 D_fake: 0.079 +(epoch: 35, iters: 58656, time: 0.396, data: 0.018) G_GAN: 5.606 G_L1: 5.695 D_real: 0.000 D_fake: 0.028 +(epoch: 35, iters: 58756, time: 0.303, data: 0.017) G_GAN: 5.809 G_L1: 5.930 D_real: 0.009 D_fake: 0.032 +(epoch: 35, iters: 58856, time: 0.304, data: 0.019) G_GAN: 5.573 G_L1: 4.465 D_real: 0.012 D_fake: 0.018 +(epoch: 35, iters: 58956, time: 0.296, data: 0.019) G_GAN: 5.417 G_L1: 3.011 D_real: 0.022 D_fake: 0.016 +(epoch: 35, iters: 59056, time: 0.415, data: 0.017) G_GAN: 5.815 G_L1: 4.210 D_real: 0.110 D_fake: 0.013 +(epoch: 35, iters: 59156, time: 0.302, data: 0.019) G_GAN: 5.943 G_L1: 4.002 D_real: 0.182 D_fake: 0.047 +(epoch: 35, iters: 59256, time: 0.305, data: 0.019) G_GAN: 5.391 G_L1: 4.134 D_real: 0.051 D_fake: 0.086 +(epoch: 35, iters: 59356, time: 0.289, data: 0.019) G_GAN: 3.973 G_L1: 3.288 D_real: 0.168 D_fake: 0.107 +(epoch: 35, iters: 59456, time: 0.578, data: 0.019) G_GAN: 5.203 G_L1: 5.086 D_real: 0.002 D_fake: 0.166 +(epoch: 35, iters: 59556, time: 0.306, data: 0.019) G_GAN: 5.219 G_L1: 4.246 D_real: 0.074 D_fake: 0.022 +(epoch: 35, iters: 59656, time: 0.304, data: 0.019) G_GAN: 4.716 G_L1: 3.826 D_real: 0.052 D_fake: 0.053 +(epoch: 35, iters: 59756, time: 0.300, data: 0.025) G_GAN: 7.179 G_L1: 4.174 D_real: 0.020 D_fake: 0.005 +(epoch: 35, iters: 59856, time: 0.380, data: 0.017) G_GAN: 7.120 G_L1: 6.609 D_real: 0.037 D_fake: 0.008 +(epoch: 35, iters: 59956, time: 0.295, data: 0.022) G_GAN: 4.805 G_L1: 4.032 D_real: 0.070 D_fake: 0.062 +(epoch: 36, iters: 40, time: 0.303, data: 0.018) G_GAN: 6.331 G_L1: 5.480 D_real: 0.015 D_fake: 0.061 +(epoch: 36, iters: 140, time: 0.299, data: 0.021) G_GAN: 6.540 G_L1: 3.178 D_real: 0.013 D_fake: 0.055 +(epoch: 36, iters: 240, time: 0.571, data: 0.018) G_GAN: 5.416 G_L1: 4.139 D_real: 0.106 D_fake: 0.021 +(epoch: 36, iters: 340, time: 0.304, data: 0.021) G_GAN: 6.643 G_L1: 8.752 D_real: 0.044 D_fake: 0.049 +(epoch: 36, iters: 440, time: 0.296, data: 0.019) G_GAN: 4.053 G_L1: 3.836 D_real: 0.024 D_fake: 0.191 +(epoch: 36, iters: 540, time: 0.305, data: 0.021) G_GAN: 7.172 G_L1: 3.681 D_real: 0.099 D_fake: 0.175 +(epoch: 36, iters: 640, time: 0.417, data: 0.021) G_GAN: 4.845 G_L1: 4.187 D_real: 0.152 D_fake: 0.022 +(epoch: 36, iters: 740, time: 0.294, data: 0.019) G_GAN: 5.367 G_L1: 3.624 D_real: 0.025 D_fake: 0.042 +(epoch: 36, iters: 840, time: 0.303, data: 0.026) G_GAN: 6.427 G_L1: 5.814 D_real: 0.095 D_fake: 0.055 +(epoch: 36, iters: 940, time: 0.302, data: 0.019) G_GAN: 8.476 G_L1: 5.606 D_real: 0.007 D_fake: 0.011 +(epoch: 36, iters: 1040, time: 0.399, data: 0.020) G_GAN: 7.827 G_L1: 3.844 D_real: 0.004 D_fake: 0.003 +(epoch: 36, iters: 1140, time: 0.308, data: 0.019) G_GAN: 4.814 G_L1: 5.791 D_real: 0.049 D_fake: 0.069 +(epoch: 36, iters: 1240, time: 0.298, data: 0.019) G_GAN: 5.132 G_L1: 7.297 D_real: 0.000 D_fake: 0.083 +(epoch: 36, iters: 1340, time: 0.291, data: 0.017) G_GAN: 5.922 G_L1: 3.846 D_real: 0.034 D_fake: 0.024 +(epoch: 36, iters: 1440, time: 0.527, data: 0.017) G_GAN: 7.004 G_L1: 3.172 D_real: 0.000 D_fake: 0.032 +(epoch: 36, iters: 1540, time: 0.296, data: 0.021) G_GAN: 6.147 G_L1: 5.069 D_real: 0.014 D_fake: 0.117 +(epoch: 36, iters: 1640, time: 0.311, data: 0.021) G_GAN: 5.872 G_L1: 3.767 D_real: 0.007 D_fake: 0.124 +(epoch: 36, iters: 1740, time: 0.301, data: 0.020) G_GAN: 5.654 G_L1: 3.577 D_real: 0.020 D_fake: 0.050 +(epoch: 36, iters: 1840, time: 0.377, data: 0.020) G_GAN: 4.310 G_L1: 4.289 D_real: 0.002 D_fake: 0.131 +(epoch: 36, iters: 1940, time: 0.306, data: 0.021) G_GAN: 4.691 G_L1: 4.771 D_real: 0.036 D_fake: 0.029 +(epoch: 36, iters: 2040, time: 0.305, data: 0.022) G_GAN: 4.570 G_L1: 3.741 D_real: 0.250 D_fake: 0.051 +(epoch: 36, iters: 2140, time: 0.293, data: 0.020) G_GAN: 4.494 G_L1: 2.869 D_real: 0.012 D_fake: 0.203 +(epoch: 36, iters: 2240, time: 0.410, data: 0.018) G_GAN: 4.986 G_L1: 2.733 D_real: 0.047 D_fake: 0.113 +(epoch: 36, iters: 2340, time: 0.298, data: 0.019) G_GAN: 3.981 G_L1: 3.905 D_real: 0.390 D_fake: 0.007 +(epoch: 36, iters: 2440, time: 0.300, data: 0.019) G_GAN: 4.892 G_L1: 5.852 D_real: 0.006 D_fake: 0.135 +(epoch: 36, iters: 2540, time: 0.304, data: 0.031) G_GAN: 4.742 G_L1: 3.297 D_real: 0.015 D_fake: 0.043 +(epoch: 36, iters: 2640, time: 0.421, data: 0.019) G_GAN: 5.088 G_L1: 4.136 D_real: 0.053 D_fake: 0.080 +(epoch: 36, iters: 2740, time: 0.304, data: 0.020) G_GAN: 5.277 G_L1: 3.860 D_real: 0.028 D_fake: 0.062 +(epoch: 36, iters: 2840, time: 0.306, data: 0.019) G_GAN: 4.972 G_L1: 3.604 D_real: 0.037 D_fake: 0.060 +(epoch: 36, iters: 2940, time: 0.297, data: 0.020) G_GAN: 4.917 G_L1: 3.465 D_real: 0.075 D_fake: 0.040 +(epoch: 36, iters: 3040, time: 0.379, data: 0.020) G_GAN: 4.030 G_L1: 3.837 D_real: 0.379 D_fake: 0.021 +(epoch: 36, iters: 3140, time: 0.306, data: 0.020) G_GAN: 5.819 G_L1: 3.791 D_real: 0.164 D_fake: 0.042 +(epoch: 36, iters: 3240, time: 0.303, data: 0.020) G_GAN: 5.275 G_L1: 4.243 D_real: 0.034 D_fake: 0.050 +(epoch: 36, iters: 3340, time: 0.295, data: 0.019) G_GAN: 4.128 G_L1: 4.384 D_real: 0.000 D_fake: 0.112 +(epoch: 36, iters: 3440, time: 0.573, data: 0.018) G_GAN: 4.642 G_L1: 5.331 D_real: 0.069 D_fake: 0.086 +(epoch: 36, iters: 3540, time: 0.304, data: 0.021) G_GAN: 5.583 G_L1: 5.380 D_real: 0.024 D_fake: 0.115 +(epoch: 36, iters: 3640, time: 0.292, data: 0.024) G_GAN: 7.638 G_L1: 8.328 D_real: 0.009 D_fake: 0.019 +(epoch: 36, iters: 3740, time: 0.304, data: 0.020) G_GAN: 4.321 G_L1: 3.097 D_real: 0.000 D_fake: 0.075 +(epoch: 36, iters: 3840, time: 0.390, data: 0.018) G_GAN: 6.052 G_L1: 3.863 D_real: 0.047 D_fake: 0.080 +(epoch: 36, iters: 3940, time: 0.296, data: 0.020) G_GAN: 4.438 G_L1: 3.013 D_real: 0.009 D_fake: 0.314 +(epoch: 36, iters: 4040, time: 0.304, data: 0.019) G_GAN: 6.289 G_L1: 4.197 D_real: 0.016 D_fake: 0.009 +(epoch: 36, iters: 4140, time: 0.302, data: 0.021) G_GAN: 4.020 G_L1: 4.065 D_real: 0.421 D_fake: 0.051 +(epoch: 36, iters: 4240, time: 0.421, data: 0.020) G_GAN: 4.890 G_L1: 4.985 D_real: 0.172 D_fake: 0.036 +(epoch: 36, iters: 4340, time: 0.302, data: 0.019) G_GAN: 4.947 G_L1: 2.673 D_real: 0.088 D_fake: 0.014 +(epoch: 36, iters: 4440, time: 0.298, data: 0.019) G_GAN: 8.603 G_L1: 5.646 D_real: 0.000 D_fake: 0.003 +(epoch: 36, iters: 4540, time: 0.295, data: 0.019) G_GAN: 4.771 G_L1: 3.759 D_real: 0.028 D_fake: 0.132 +(epoch: 36, iters: 4640, time: 0.409, data: 0.019) G_GAN: 4.941 G_L1: 3.150 D_real: 0.001 D_fake: 0.170 +(epoch: 36, iters: 4740, time: 0.298, data: 0.020) G_GAN: 4.715 G_L1: 9.414 D_real: 0.432 D_fake: 0.017 +(epoch: 36, iters: 4840, time: 0.306, data: 0.019) G_GAN: 5.679 G_L1: 9.154 D_real: 0.000 D_fake: 0.039 +(epoch: 36, iters: 4940, time: 0.291, data: 0.018) G_GAN: 4.397 G_L1: 4.193 D_real: 0.106 D_fake: 0.104 +(epoch: 36, iters: 5040, time: 0.411, data: 0.018) G_GAN: 5.129 G_L1: 3.935 D_real: 0.026 D_fake: 0.053 +(epoch: 36, iters: 5140, time: 0.307, data: 0.017) G_GAN: 4.774 G_L1: 3.270 D_real: 0.031 D_fake: 0.146 +(epoch: 36, iters: 5240, time: 0.302, data: 0.018) G_GAN: 4.442 G_L1: 3.951 D_real: 0.423 D_fake: 0.084 +(epoch: 36, iters: 5340, time: 0.291, data: 0.021) G_GAN: 4.661 G_L1: 5.902 D_real: 0.739 D_fake: 0.038 +(epoch: 36, iters: 5440, time: 0.543, data: 0.017) G_GAN: 5.582 G_L1: 4.455 D_real: 0.015 D_fake: 0.031 +(epoch: 36, iters: 5540, time: 0.308, data: 0.019) G_GAN: 4.939 G_L1: 3.825 D_real: 0.015 D_fake: 0.260 +(epoch: 36, iters: 5640, time: 0.298, data: 0.019) G_GAN: 3.134 G_L1: 3.852 D_real: 0.584 D_fake: 0.151 +(epoch: 36, iters: 5740, time: 0.299, data: 0.017) G_GAN: 3.327 G_L1: 4.812 D_real: 0.152 D_fake: 0.131 +(epoch: 36, iters: 5840, time: 0.437, data: 0.017) G_GAN: 4.187 G_L1: 7.137 D_real: 0.003 D_fake: 0.257 +(epoch: 36, iters: 5940, time: 0.300, data: 0.019) G_GAN: 4.539 G_L1: 5.300 D_real: 0.002 D_fake: 0.167 +(epoch: 36, iters: 6040, time: 0.303, data: 0.017) G_GAN: 7.100 G_L1: 7.286 D_real: 0.053 D_fake: 0.026 +(epoch: 36, iters: 6140, time: 0.305, data: 0.020) G_GAN: 6.010 G_L1: 5.857 D_real: 0.008 D_fake: 0.061 +(epoch: 36, iters: 6240, time: 0.410, data: 0.018) G_GAN: 6.542 G_L1: 5.544 D_real: 0.013 D_fake: 0.008 +(epoch: 36, iters: 6340, time: 0.292, data: 0.020) G_GAN: 4.848 G_L1: 4.382 D_real: 0.005 D_fake: 0.050 +(epoch: 36, iters: 6440, time: 0.303, data: 0.016) G_GAN: 6.678 G_L1: 4.074 D_real: 0.120 D_fake: 0.012 +(epoch: 36, iters: 6540, time: 0.295, data: 0.017) G_GAN: 5.831 G_L1: 3.897 D_real: 0.023 D_fake: 0.261 +(epoch: 36, iters: 6640, time: 0.416, data: 0.017) G_GAN: 5.896 G_L1: 4.795 D_real: 0.002 D_fake: 0.051 +(epoch: 36, iters: 6740, time: 0.297, data: 0.017) G_GAN: 4.275 G_L1: 3.471 D_real: 0.023 D_fake: 0.137 +(epoch: 36, iters: 6840, time: 0.294, data: 0.018) G_GAN: 3.566 G_L1: 3.588 D_real: 0.035 D_fake: 0.596 +(epoch: 36, iters: 6940, time: 0.296, data: 0.017) G_GAN: 4.453 G_L1: 3.503 D_real: 0.277 D_fake: 0.512 +(epoch: 36, iters: 7040, time: 0.395, data: 0.017) G_GAN: 5.449 G_L1: 4.937 D_real: 0.001 D_fake: 0.132 +(epoch: 36, iters: 7140, time: 0.305, data: 0.019) G_GAN: 7.957 G_L1: 4.950 D_real: 0.299 D_fake: 0.013 +(epoch: 36, iters: 7240, time: 0.297, data: 0.018) G_GAN: 4.322 G_L1: 3.709 D_real: 0.351 D_fake: 0.121 +(epoch: 36, iters: 7340, time: 0.298, data: 0.017) G_GAN: 5.551 G_L1: 3.753 D_real: 0.050 D_fake: 0.060 +(epoch: 36, iters: 7440, time: 0.571, data: 0.018) G_GAN: 4.970 G_L1: 4.884 D_real: 0.083 D_fake: 0.051 +(epoch: 36, iters: 7540, time: 0.302, data: 0.018) G_GAN: 5.493 G_L1: 4.271 D_real: 0.024 D_fake: 0.023 +(epoch: 36, iters: 7640, time: 0.292, data: 0.019) G_GAN: 4.246 G_L1: 4.078 D_real: 0.053 D_fake: 0.072 +(epoch: 36, iters: 7740, time: 0.303, data: 0.017) G_GAN: 6.056 G_L1: 9.178 D_real: 0.007 D_fake: 0.019 +(epoch: 36, iters: 7840, time: 0.401, data: 0.018) G_GAN: 7.585 G_L1: 4.647 D_real: 0.017 D_fake: 0.006 +(epoch: 36, iters: 7940, time: 0.303, data: 0.017) G_GAN: 5.191 G_L1: 3.236 D_real: 0.010 D_fake: 0.153 +(epoch: 36, iters: 8040, time: 0.311, data: 0.017) G_GAN: 4.671 G_L1: 2.742 D_real: 0.116 D_fake: 0.068 +(epoch: 36, iters: 8140, time: 0.305, data: 0.026) G_GAN: 3.920 G_L1: 4.309 D_real: 0.007 D_fake: 0.139 +(epoch: 36, iters: 8240, time: 0.396, data: 0.018) G_GAN: 3.843 G_L1: 3.595 D_real: 0.003 D_fake: 0.146 +(epoch: 36, iters: 8340, time: 0.295, data: 0.020) G_GAN: 5.796 G_L1: 3.229 D_real: 0.013 D_fake: 0.019 +(epoch: 36, iters: 8440, time: 0.304, data: 0.020) G_GAN: 7.577 G_L1: 4.400 D_real: 0.039 D_fake: 0.009 +(epoch: 36, iters: 8540, time: 0.303, data: 0.017) G_GAN: 5.676 G_L1: 3.586 D_real: 0.049 D_fake: 0.136 +(epoch: 36, iters: 8640, time: 0.406, data: 0.017) G_GAN: 3.722 G_L1: 3.646 D_real: 0.008 D_fake: 0.355 +(epoch: 36, iters: 8740, time: 0.300, data: 0.019) G_GAN: 5.984 G_L1: 4.521 D_real: 0.648 D_fake: 0.004 +(epoch: 36, iters: 8840, time: 0.304, data: 0.017) G_GAN: 6.017 G_L1: 3.863 D_real: 0.035 D_fake: 0.044 +(epoch: 36, iters: 8940, time: 0.303, data: 0.020) G_GAN: 6.070 G_L1: 4.743 D_real: 0.173 D_fake: 0.018 +(epoch: 36, iters: 9040, time: 0.402, data: 0.017) G_GAN: 4.195 G_L1: 3.721 D_real: 0.020 D_fake: 0.177 +(epoch: 36, iters: 9140, time: 0.305, data: 0.020) G_GAN: 6.530 G_L1: 2.817 D_real: 0.102 D_fake: 0.551 +(epoch: 36, iters: 9240, time: 0.294, data: 0.019) G_GAN: 4.510 G_L1: 3.946 D_real: 0.059 D_fake: 0.234 +(epoch: 36, iters: 9340, time: 0.309, data: 0.029) G_GAN: 4.288 G_L1: 2.586 D_real: 0.117 D_fake: 0.253 +(epoch: 36, iters: 9440, time: 0.556, data: 0.019) G_GAN: 6.014 G_L1: 11.958 D_real: 0.004 D_fake: 0.006 +(epoch: 36, iters: 9540, time: 0.307, data: 0.019) G_GAN: 5.912 G_L1: 6.224 D_real: 0.005 D_fake: 0.030 +(epoch: 36, iters: 9640, time: 0.301, data: 0.019) G_GAN: 5.872 G_L1: 4.769 D_real: 0.002 D_fake: 0.013 +(epoch: 36, iters: 9740, time: 0.306, data: 0.018) G_GAN: 5.696 G_L1: 5.142 D_real: 0.001 D_fake: 0.142 +(epoch: 36, iters: 9840, time: 0.417, data: 0.017) G_GAN: 5.316 G_L1: 5.458 D_real: 0.002 D_fake: 0.060 +(epoch: 36, iters: 9940, time: 0.306, data: 0.018) G_GAN: 5.826 G_L1: 7.951 D_real: 0.252 D_fake: 0.005 +(epoch: 36, iters: 10040, time: 0.297, data: 0.018) G_GAN: 3.960 G_L1: 4.024 D_real: 0.062 D_fake: 0.096 +(epoch: 36, iters: 10140, time: 0.303, data: 0.018) G_GAN: 5.399 G_L1: 7.774 D_real: 0.077 D_fake: 0.253 +(epoch: 36, iters: 10240, time: 0.382, data: 0.019) G_GAN: 7.687 G_L1: 5.086 D_real: 0.012 D_fake: 0.022 +(epoch: 36, iters: 10340, time: 0.299, data: 0.019) G_GAN: 5.491 G_L1: 4.170 D_real: 0.086 D_fake: 0.047 +(epoch: 36, iters: 10440, time: 0.304, data: 0.019) G_GAN: 3.676 G_L1: 3.701 D_real: 0.197 D_fake: 0.130 +(epoch: 36, iters: 10540, time: 0.307, data: 0.018) G_GAN: 5.902 G_L1: 3.713 D_real: 0.018 D_fake: 0.013 +(epoch: 36, iters: 10640, time: 0.427, data: 0.020) G_GAN: 3.175 G_L1: 5.287 D_real: 0.350 D_fake: 0.080 +(epoch: 36, iters: 10740, time: 0.302, data: 0.020) G_GAN: 5.398 G_L1: 5.108 D_real: 0.529 D_fake: 0.008 +(epoch: 36, iters: 10840, time: 0.302, data: 0.018) G_GAN: 5.612 G_L1: 3.583 D_real: 0.051 D_fake: 0.028 +(epoch: 36, iters: 10940, time: 0.298, data: 0.018) G_GAN: 8.979 G_L1: 4.469 D_real: 0.002 D_fake: 0.018 +(epoch: 36, iters: 11040, time: 0.417, data: 0.017) G_GAN: 3.501 G_L1: 4.015 D_real: 0.143 D_fake: 0.073 +(epoch: 36, iters: 11140, time: 0.301, data: 0.020) G_GAN: 6.625 G_L1: 3.263 D_real: 0.228 D_fake: 0.002 +(epoch: 36, iters: 11240, time: 0.301, data: 0.018) G_GAN: 6.369 G_L1: 4.020 D_real: 0.010 D_fake: 0.007 +(epoch: 36, iters: 11340, time: 0.298, data: 0.018) G_GAN: 4.604 G_L1: 4.600 D_real: 0.008 D_fake: 0.174 +(epoch: 36, iters: 11440, time: 0.518, data: 0.018) G_GAN: 4.693 G_L1: 3.224 D_real: 0.119 D_fake: 0.041 +(epoch: 36, iters: 11540, time: 0.303, data: 0.019) G_GAN: 6.034 G_L1: 3.722 D_real: 0.032 D_fake: 0.427 +(epoch: 36, iters: 11640, time: 0.303, data: 0.019) G_GAN: 5.212 G_L1: 11.149 D_real: 0.112 D_fake: 0.031 +(epoch: 36, iters: 11740, time: 0.301, data: 0.018) G_GAN: 3.916 G_L1: 3.677 D_real: 0.051 D_fake: 0.291 +(epoch: 36, iters: 11840, time: 0.421, data: 0.018) G_GAN: 7.120 G_L1: 4.065 D_real: 0.021 D_fake: 0.003 +(epoch: 36, iters: 11940, time: 0.300, data: 0.019) G_GAN: 5.841 G_L1: 3.758 D_real: 0.060 D_fake: 0.011 +(epoch: 36, iters: 12040, time: 0.306, data: 0.019) G_GAN: 5.201 G_L1: 2.890 D_real: 0.004 D_fake: 0.491 +(epoch: 36, iters: 12140, time: 0.296, data: 0.018) G_GAN: 6.152 G_L1: 3.606 D_real: 0.028 D_fake: 0.013 +(epoch: 36, iters: 12240, time: 0.412, data: 0.020) G_GAN: 5.005 G_L1: 3.136 D_real: 0.030 D_fake: 0.075 +(epoch: 36, iters: 12340, time: 0.305, data: 0.019) G_GAN: 4.289 G_L1: 4.517 D_real: 0.084 D_fake: 0.063 +(epoch: 36, iters: 12440, time: 0.302, data: 0.021) G_GAN: 4.181 G_L1: 3.636 D_real: 0.023 D_fake: 0.106 +(epoch: 36, iters: 12540, time: 0.297, data: 0.019) G_GAN: 4.167 G_L1: 3.660 D_real: 0.173 D_fake: 0.071 +(epoch: 36, iters: 12640, time: 0.427, data: 0.018) G_GAN: 5.634 G_L1: 6.060 D_real: 0.003 D_fake: 0.030 +(epoch: 36, iters: 12740, time: 0.307, data: 0.019) G_GAN: 6.066 G_L1: 3.970 D_real: 0.033 D_fake: 0.085 +(epoch: 36, iters: 12840, time: 0.301, data: 0.017) G_GAN: 6.049 G_L1: 4.579 D_real: 0.053 D_fake: 0.009 +(epoch: 36, iters: 12940, time: 0.303, data: 0.020) G_GAN: 5.637 G_L1: 8.019 D_real: 0.059 D_fake: 0.052 +(epoch: 36, iters: 13040, time: 0.410, data: 0.019) G_GAN: 2.429 G_L1: 3.783 D_real: 0.929 D_fake: 0.033 +(epoch: 36, iters: 13140, time: 0.292, data: 0.020) G_GAN: 6.146 G_L1: 4.610 D_real: 0.085 D_fake: 0.055 +(epoch: 36, iters: 13240, time: 0.308, data: 0.018) G_GAN: 3.538 G_L1: 4.244 D_real: 0.006 D_fake: 0.087 +(epoch: 36, iters: 13340, time: 0.308, data: 0.018) G_GAN: 4.309 G_L1: 4.265 D_real: 0.185 D_fake: 0.065 +(epoch: 36, iters: 13440, time: 0.571, data: 0.018) G_GAN: 4.095 G_L1: 3.485 D_real: 0.048 D_fake: 0.170 +(epoch: 36, iters: 13540, time: 0.307, data: 0.019) G_GAN: 6.172 G_L1: 3.841 D_real: 0.001 D_fake: 0.175 +(epoch: 36, iters: 13640, time: 0.301, data: 0.019) G_GAN: 3.237 G_L1: 3.749 D_real: 0.137 D_fake: 0.082 +(epoch: 36, iters: 13740, time: 0.299, data: 0.020) G_GAN: 8.464 G_L1: 5.262 D_real: 0.122 D_fake: 0.440 +(epoch: 36, iters: 13840, time: 0.412, data: 0.018) G_GAN: 4.680 G_L1: 4.755 D_real: 0.002 D_fake: 0.042 +(epoch: 36, iters: 13940, time: 0.305, data: 0.018) G_GAN: 7.152 G_L1: 5.196 D_real: 0.019 D_fake: 0.112 +(epoch: 36, iters: 14040, time: 0.300, data: 0.021) G_GAN: 9.392 G_L1: 3.094 D_real: 0.039 D_fake: 0.001 +(epoch: 36, iters: 14140, time: 0.304, data: 0.017) G_GAN: 5.418 G_L1: 3.976 D_real: 0.053 D_fake: 0.029 +(epoch: 36, iters: 14240, time: 0.414, data: 0.018) G_GAN: 5.188 G_L1: 3.825 D_real: 0.001 D_fake: 0.094 +(epoch: 36, iters: 14340, time: 0.305, data: 0.019) G_GAN: 7.599 G_L1: 3.686 D_real: 0.001 D_fake: 0.009 +(epoch: 36, iters: 14440, time: 0.298, data: 0.019) G_GAN: 7.481 G_L1: 3.309 D_real: 0.632 D_fake: 0.001 +(epoch: 36, iters: 14540, time: 0.294, data: 0.019) G_GAN: 5.097 G_L1: 4.503 D_real: 0.271 D_fake: 0.007 +(epoch: 36, iters: 14640, time: 0.408, data: 0.019) G_GAN: 5.331 G_L1: 3.467 D_real: 0.102 D_fake: 0.018 +(epoch: 36, iters: 14740, time: 0.300, data: 0.018) G_GAN: 8.346 G_L1: 7.689 D_real: 0.010 D_fake: 0.008 +(epoch: 36, iters: 14840, time: 0.298, data: 0.018) G_GAN: 6.623 G_L1: 5.967 D_real: 0.010 D_fake: 0.027 +(epoch: 36, iters: 14940, time: 0.295, data: 0.018) G_GAN: 6.006 G_L1: 2.926 D_real: 0.004 D_fake: 0.027 +(epoch: 36, iters: 15040, time: 0.411, data: 0.019) G_GAN: 4.326 G_L1: 3.810 D_real: 0.036 D_fake: 0.063 +(epoch: 36, iters: 15140, time: 0.295, data: 0.018) G_GAN: 6.830 G_L1: 3.588 D_real: 0.017 D_fake: 0.012 +(epoch: 36, iters: 15240, time: 0.295, data: 0.019) G_GAN: 5.835 G_L1: 6.201 D_real: 0.008 D_fake: 0.024 +(epoch: 36, iters: 15340, time: 0.292, data: 0.017) G_GAN: 8.471 G_L1: 5.535 D_real: 0.019 D_fake: 0.001 +(epoch: 36, iters: 15440, time: 0.560, data: 0.017) G_GAN: 6.643 G_L1: 3.908 D_real: 0.640 D_fake: 0.002 +(epoch: 36, iters: 15540, time: 0.292, data: 0.018) G_GAN: 6.856 G_L1: 4.786 D_real: 0.031 D_fake: 0.016 +(epoch: 36, iters: 15640, time: 0.296, data: 0.018) G_GAN: 8.773 G_L1: 4.771 D_real: 0.010 D_fake: 0.003 +(epoch: 36, iters: 15740, time: 0.277, data: 0.017) G_GAN: 4.618 G_L1: 4.986 D_real: 0.233 D_fake: 0.010 +(epoch: 36, iters: 15840, time: 0.395, data: 0.022) G_GAN: 6.001 G_L1: 6.662 D_real: 0.043 D_fake: 0.018 +(epoch: 36, iters: 15940, time: 0.294, data: 0.018) G_GAN: 5.473 G_L1: 3.572 D_real: 0.045 D_fake: 0.023 +(epoch: 36, iters: 16040, time: 0.299, data: 0.018) G_GAN: 5.350 G_L1: 3.362 D_real: 0.039 D_fake: 0.026 +(epoch: 36, iters: 16140, time: 0.297, data: 0.017) G_GAN: 5.317 G_L1: 4.314 D_real: 0.202 D_fake: 0.033 +(epoch: 36, iters: 16240, time: 0.403, data: 0.019) G_GAN: 4.811 G_L1: 3.720 D_real: 0.014 D_fake: 0.159 +(epoch: 36, iters: 16340, time: 0.287, data: 0.019) G_GAN: 5.715 G_L1: 4.266 D_real: 0.017 D_fake: 0.013 +(epoch: 36, iters: 16440, time: 0.292, data: 0.017) G_GAN: 6.844 G_L1: 6.617 D_real: 0.088 D_fake: 0.008 +(epoch: 36, iters: 16540, time: 0.287, data: 0.019) G_GAN: 4.123 G_L1: 3.897 D_real: 0.162 D_fake: 0.057 +(epoch: 36, iters: 16640, time: 0.410, data: 0.017) G_GAN: 4.817 G_L1: 4.943 D_real: 0.083 D_fake: 0.036 +(epoch: 36, iters: 16740, time: 0.287, data: 0.017) G_GAN: 10.409 G_L1: 3.399 D_real: 0.276 D_fake: 0.000 +(epoch: 36, iters: 16840, time: 0.294, data: 0.020) G_GAN: 7.100 G_L1: 4.173 D_real: 0.162 D_fake: 0.027 +(epoch: 36, iters: 16940, time: 0.283, data: 0.019) G_GAN: 9.296 G_L1: 6.743 D_real: 0.003 D_fake: 0.003 +(epoch: 36, iters: 17040, time: 0.411, data: 0.017) G_GAN: 6.675 G_L1: 3.641 D_real: 0.144 D_fake: 0.002 +(epoch: 36, iters: 17140, time: 0.294, data: 0.020) G_GAN: 7.287 G_L1: 4.273 D_real: 0.012 D_fake: 0.004 +(epoch: 36, iters: 17240, time: 0.293, data: 0.020) G_GAN: 6.031 G_L1: 3.979 D_real: 0.018 D_fake: 0.009 +(epoch: 36, iters: 17340, time: 0.289, data: 0.018) G_GAN: 7.100 G_L1: 10.996 D_real: 0.000 D_fake: 0.015 +(epoch: 36, iters: 17440, time: 0.560, data: 0.017) G_GAN: 6.421 G_L1: 2.879 D_real: 0.006 D_fake: 0.018 +(epoch: 36, iters: 17540, time: 0.293, data: 0.018) G_GAN: 8.106 G_L1: 4.162 D_real: 0.015 D_fake: 0.004 +(epoch: 36, iters: 17640, time: 0.289, data: 0.018) G_GAN: 7.619 G_L1: 5.438 D_real: 0.025 D_fake: 0.001 +(epoch: 36, iters: 17740, time: 0.298, data: 0.017) G_GAN: 8.086 G_L1: 9.662 D_real: 0.012 D_fake: 0.006 +(epoch: 36, iters: 17840, time: 0.373, data: 0.019) G_GAN: 6.811 G_L1: 4.652 D_real: 0.030 D_fake: 0.004 +(epoch: 36, iters: 17940, time: 0.289, data: 0.018) G_GAN: 4.492 G_L1: 4.084 D_real: 0.097 D_fake: 0.024 +(epoch: 36, iters: 18040, time: 0.284, data: 0.019) G_GAN: 10.655 G_L1: 5.325 D_real: 0.004 D_fake: 0.002 +(epoch: 36, iters: 18140, time: 0.282, data: 0.016) G_GAN: 12.524 G_L1: 6.264 D_real: 0.012 D_fake: 0.370 +(epoch: 36, iters: 18240, time: 0.404, data: 0.016) G_GAN: 6.595 G_L1: 6.796 D_real: 0.004 D_fake: 0.046 +(epoch: 36, iters: 18340, time: 0.290, data: 0.018) G_GAN: 3.939 G_L1: 1.530 D_real: 0.046 D_fake: 0.158 +(epoch: 36, iters: 18440, time: 0.283, data: 0.016) G_GAN: 9.589 G_L1: 5.948 D_real: 0.009 D_fake: 0.001 +(epoch: 36, iters: 18540, time: 0.293, data: 0.016) G_GAN: 5.109 G_L1: 4.234 D_real: 0.120 D_fake: 0.008 +(epoch: 36, iters: 18640, time: 0.424, data: 0.019) G_GAN: 4.566 G_L1: 4.771 D_real: 0.003 D_fake: 0.152 +(epoch: 36, iters: 18740, time: 0.294, data: 0.019) G_GAN: 4.676 G_L1: 5.567 D_real: 0.005 D_fake: 0.069 +(epoch: 36, iters: 18840, time: 0.277, data: 0.018) G_GAN: 6.494 G_L1: 2.610 D_real: 0.005 D_fake: 0.007 +(epoch: 36, iters: 18940, time: 0.298, data: 0.014) G_GAN: 5.557 G_L1: 2.685 D_real: 0.129 D_fake: 0.102 +(epoch: 36, iters: 19040, time: 0.409, data: 0.018) G_GAN: 5.931 G_L1: 8.178 D_real: 0.001 D_fake: 0.026 +(epoch: 36, iters: 19140, time: 0.280, data: 0.017) G_GAN: 7.195 G_L1: 4.253 D_real: 0.022 D_fake: 0.039 +(epoch: 36, iters: 19240, time: 0.295, data: 0.017) G_GAN: 8.344 G_L1: 3.693 D_real: 0.152 D_fake: 0.001 +(epoch: 36, iters: 19340, time: 0.285, data: 0.018) G_GAN: 5.365 G_L1: 3.506 D_real: 0.016 D_fake: 0.058 +(epoch: 36, iters: 19440, time: 0.507, data: 0.018) G_GAN: 4.975 G_L1: 3.544 D_real: 0.031 D_fake: 0.065 +(epoch: 36, iters: 19540, time: 0.292, data: 0.018) G_GAN: 5.854 G_L1: 3.084 D_real: 0.029 D_fake: 0.089 +(epoch: 36, iters: 19640, time: 0.305, data: 0.017) G_GAN: 6.856 G_L1: 3.696 D_real: 0.170 D_fake: 0.121 +(epoch: 36, iters: 19740, time: 0.295, data: 0.018) G_GAN: 6.767 G_L1: 5.303 D_real: 0.001 D_fake: 0.112 +(epoch: 36, iters: 19840, time: 0.416, data: 0.016) G_GAN: 7.426 G_L1: 3.927 D_real: 0.070 D_fake: 0.013 +(epoch: 36, iters: 19940, time: 0.302, data: 0.027) G_GAN: 4.179 G_L1: 3.811 D_real: 0.144 D_fake: 0.013 +(epoch: 36, iters: 20040, time: 0.307, data: 0.019) G_GAN: 7.648 G_L1: 3.383 D_real: 0.053 D_fake: 0.003 +(epoch: 36, iters: 20140, time: 0.295, data: 0.019) G_GAN: 5.520 G_L1: 5.204 D_real: 0.047 D_fake: 0.017 +(epoch: 36, iters: 20240, time: 0.398, data: 0.019) G_GAN: 6.215 G_L1: 3.603 D_real: 0.012 D_fake: 0.083 +(epoch: 36, iters: 20340, time: 0.291, data: 0.020) G_GAN: 3.969 G_L1: 3.207 D_real: 0.108 D_fake: 0.165 +(epoch: 36, iters: 20440, time: 0.303, data: 0.017) G_GAN: 5.710 G_L1: 4.431 D_real: 0.009 D_fake: 0.215 +(epoch: 36, iters: 20540, time: 0.302, data: 0.021) G_GAN: 6.211 G_L1: 3.382 D_real: 0.004 D_fake: 0.197 +(epoch: 36, iters: 20640, time: 0.379, data: 0.019) G_GAN: 5.403 G_L1: 5.631 D_real: 0.001 D_fake: 0.099 +(epoch: 36, iters: 20740, time: 0.300, data: 0.020) G_GAN: 5.283 G_L1: 3.740 D_real: 0.082 D_fake: 0.065 +(epoch: 36, iters: 20840, time: 0.300, data: 0.018) G_GAN: 6.190 G_L1: 4.607 D_real: 0.055 D_fake: 0.073 +(epoch: 36, iters: 20940, time: 0.296, data: 0.018) G_GAN: 6.466 G_L1: 4.258 D_real: 0.009 D_fake: 0.203 +(epoch: 36, iters: 21040, time: 0.398, data: 0.018) G_GAN: 5.363 G_L1: 6.938 D_real: 0.002 D_fake: 0.007 +(epoch: 36, iters: 21140, time: 0.294, data: 0.018) G_GAN: 8.689 G_L1: 4.213 D_real: 0.007 D_fake: 0.027 +(epoch: 36, iters: 21240, time: 0.302, data: 0.017) G_GAN: 11.139 G_L1: 4.512 D_real: 0.108 D_fake: 0.003 +(epoch: 36, iters: 21340, time: 0.304, data: 0.020) G_GAN: 5.803 G_L1: 4.066 D_real: 0.025 D_fake: 0.043 +(epoch: 36, iters: 21440, time: 0.555, data: 0.019) G_GAN: 6.393 G_L1: 4.853 D_real: 0.020 D_fake: 0.311 +(epoch: 36, iters: 21540, time: 0.289, data: 0.019) G_GAN: 9.838 G_L1: 6.392 D_real: 0.011 D_fake: 0.001 +(epoch: 36, iters: 21640, time: 0.304, data: 0.017) G_GAN: 8.220 G_L1: 10.327 D_real: 0.000 D_fake: 0.001 +(epoch: 36, iters: 21740, time: 0.302, data: 0.020) G_GAN: 7.347 G_L1: 6.294 D_real: 0.020 D_fake: 0.004 +(epoch: 36, iters: 21840, time: 0.418, data: 0.018) G_GAN: 5.591 G_L1: 7.754 D_real: 0.006 D_fake: 0.027 +(epoch: 36, iters: 21940, time: 0.295, data: 0.020) G_GAN: 5.284 G_L1: 3.488 D_real: 0.106 D_fake: 0.031 +(epoch: 36, iters: 22040, time: 0.305, data: 0.019) G_GAN: 5.479 G_L1: 4.148 D_real: 0.164 D_fake: 0.007 +(epoch: 36, iters: 22140, time: 0.299, data: 0.020) G_GAN: 5.354 G_L1: 4.367 D_real: 0.039 D_fake: 0.061 +(epoch: 36, iters: 22240, time: 0.384, data: 0.019) G_GAN: 4.846 G_L1: 3.614 D_real: 0.018 D_fake: 0.104 +(epoch: 36, iters: 22340, time: 0.310, data: 0.019) G_GAN: 6.572 G_L1: 5.243 D_real: 0.000 D_fake: 0.027 +(epoch: 36, iters: 22440, time: 0.306, data: 0.020) G_GAN: 8.238 G_L1: 10.346 D_real: 0.000 D_fake: 0.002 +(epoch: 36, iters: 22540, time: 0.303, data: 0.021) G_GAN: 5.212 G_L1: 3.502 D_real: 0.029 D_fake: 0.037 +(epoch: 36, iters: 22640, time: 0.407, data: 0.019) G_GAN: 5.826 G_L1: 3.506 D_real: 0.001 D_fake: 0.115 +(epoch: 36, iters: 22740, time: 0.303, data: 0.019) G_GAN: 6.452 G_L1: 4.300 D_real: 0.002 D_fake: 0.064 +(epoch: 36, iters: 22840, time: 0.294, data: 0.019) G_GAN: 7.275 G_L1: 5.376 D_real: 0.005 D_fake: 0.029 +(epoch: 36, iters: 22940, time: 0.298, data: 0.018) G_GAN: 7.436 G_L1: 3.886 D_real: 0.016 D_fake: 0.013 +(epoch: 36, iters: 23040, time: 0.392, data: 0.018) G_GAN: 9.136 G_L1: 3.517 D_real: 0.025 D_fake: 0.001 +(epoch: 36, iters: 23140, time: 0.307, data: 0.018) G_GAN: 6.512 G_L1: 6.140 D_real: 0.003 D_fake: 0.020 +(epoch: 36, iters: 23240, time: 0.296, data: 0.020) G_GAN: 9.682 G_L1: 7.698 D_real: 0.001 D_fake: 0.114 +(epoch: 36, iters: 23340, time: 0.303, data: 0.020) G_GAN: 5.353 G_L1: 4.455 D_real: 0.005 D_fake: 0.016 +(epoch: 36, iters: 23440, time: 0.557, data: 0.019) G_GAN: 5.815 G_L1: 8.859 D_real: 0.005 D_fake: 0.015 +(epoch: 36, iters: 23540, time: 0.300, data: 0.019) G_GAN: 6.569 G_L1: 4.057 D_real: 0.050 D_fake: 0.006 +(epoch: 36, iters: 23640, time: 0.295, data: 0.026) G_GAN: 6.159 G_L1: 4.146 D_real: 0.002 D_fake: 0.096 +(epoch: 36, iters: 23740, time: 0.298, data: 0.017) G_GAN: 4.757 G_L1: 3.530 D_real: 0.381 D_fake: 0.014 +(epoch: 36, iters: 23840, time: 0.404, data: 0.019) G_GAN: 6.074 G_L1: 2.985 D_real: 0.077 D_fake: 0.017 +(epoch: 36, iters: 23940, time: 0.287, data: 0.019) G_GAN: 6.338 G_L1: 3.796 D_real: 0.039 D_fake: 0.005 +(epoch: 36, iters: 24040, time: 0.295, data: 0.018) G_GAN: 6.024 G_L1: 4.709 D_real: 0.004 D_fake: 0.015 +(epoch: 36, iters: 24140, time: 0.293, data: 0.017) G_GAN: 4.858 G_L1: 4.212 D_real: 0.161 D_fake: 0.028 +(epoch: 36, iters: 24240, time: 0.427, data: 0.017) G_GAN: 7.206 G_L1: 4.689 D_real: 0.002 D_fake: 0.010 +(epoch: 36, iters: 24340, time: 0.276, data: 0.020) G_GAN: 4.835 G_L1: 4.128 D_real: 0.002 D_fake: 0.080 +(epoch: 36, iters: 24440, time: 0.303, data: 0.019) G_GAN: 6.191 G_L1: 3.936 D_real: 0.058 D_fake: 0.020 +(epoch: 36, iters: 24540, time: 0.295, data: 0.020) G_GAN: 5.697 G_L1: 2.686 D_real: 0.052 D_fake: 0.034 +(epoch: 36, iters: 24640, time: 0.415, data: 0.017) G_GAN: 5.153 G_L1: 3.947 D_real: 0.017 D_fake: 0.140 +(epoch: 36, iters: 24740, time: 0.302, data: 0.019) G_GAN: 6.357 G_L1: 4.739 D_real: 0.027 D_fake: 0.008 +(epoch: 36, iters: 24840, time: 0.297, data: 0.026) G_GAN: 7.309 G_L1: 7.428 D_real: 0.007 D_fake: 0.006 +(epoch: 36, iters: 24940, time: 0.286, data: 0.018) G_GAN: 6.147 G_L1: 4.194 D_real: 0.003 D_fake: 0.008 +(epoch: 36, iters: 25040, time: 0.424, data: 0.017) G_GAN: 5.095 G_L1: 3.149 D_real: 0.000 D_fake: 0.030 +(epoch: 36, iters: 25140, time: 0.306, data: 0.020) G_GAN: 4.650 G_L1: 2.755 D_real: 0.008 D_fake: 0.112 +(epoch: 36, iters: 25240, time: 0.300, data: 0.018) G_GAN: 7.804 G_L1: 3.765 D_real: 0.001 D_fake: 0.077 +(epoch: 36, iters: 25340, time: 0.298, data: 0.017) G_GAN: 9.154 G_L1: 6.121 D_real: 0.067 D_fake: 0.005 +(epoch: 36, iters: 25440, time: 0.574, data: 0.017) G_GAN: 5.685 G_L1: 3.485 D_real: 0.007 D_fake: 0.018 +(epoch: 36, iters: 25540, time: 0.306, data: 0.027) G_GAN: 8.706 G_L1: 3.695 D_real: 0.001 D_fake: 0.001 +(epoch: 36, iters: 25640, time: 0.297, data: 0.018) G_GAN: 7.949 G_L1: 7.524 D_real: 0.003 D_fake: 0.211 +(epoch: 36, iters: 25740, time: 0.300, data: 0.017) G_GAN: 7.291 G_L1: 5.292 D_real: 0.083 D_fake: 0.003 +(epoch: 36, iters: 25840, time: 0.400, data: 0.020) G_GAN: 4.568 G_L1: 3.038 D_real: 0.065 D_fake: 0.071 +(epoch: 36, iters: 25940, time: 0.295, data: 0.018) G_GAN: 5.584 G_L1: 3.966 D_real: 0.001 D_fake: 0.058 +(epoch: 36, iters: 26040, time: 0.306, data: 0.017) G_GAN: 6.621 G_L1: 4.724 D_real: 0.001 D_fake: 0.067 +(epoch: 36, iters: 26140, time: 0.303, data: 0.020) G_GAN: 6.065 G_L1: 4.264 D_real: 0.085 D_fake: 0.006 +(epoch: 36, iters: 26240, time: 0.412, data: 0.024) G_GAN: 8.675 G_L1: 7.301 D_real: 0.000 D_fake: 0.010 +(epoch: 36, iters: 26340, time: 0.298, data: 0.018) G_GAN: 6.023 G_L1: 3.915 D_real: 0.018 D_fake: 0.186 +(epoch: 36, iters: 26440, time: 0.297, data: 0.018) G_GAN: 6.762 G_L1: 5.268 D_real: 0.000 D_fake: 0.008 +(epoch: 36, iters: 26540, time: 0.297, data: 0.017) G_GAN: 5.377 G_L1: 3.451 D_real: 0.056 D_fake: 0.041 +(epoch: 36, iters: 26640, time: 0.420, data: 0.017) G_GAN: 7.546 G_L1: 6.555 D_real: 0.000 D_fake: 0.009 +(epoch: 36, iters: 26740, time: 0.303, data: 0.019) G_GAN: 6.726 G_L1: 3.248 D_real: 0.035 D_fake: 0.015 +(epoch: 36, iters: 26840, time: 0.303, data: 0.018) G_GAN: 6.187 G_L1: 4.044 D_real: 0.006 D_fake: 0.030 +(epoch: 36, iters: 26940, time: 0.295, data: 0.018) G_GAN: 4.696 G_L1: 5.815 D_real: 0.000 D_fake: 0.046 +(epoch: 36, iters: 27040, time: 0.408, data: 0.018) G_GAN: 7.183 G_L1: 6.268 D_real: 0.001 D_fake: 0.099 +(epoch: 36, iters: 27140, time: 0.306, data: 0.017) G_GAN: 9.685 G_L1: 7.455 D_real: 0.005 D_fake: 0.001 +(epoch: 36, iters: 27240, time: 0.306, data: 0.019) G_GAN: 6.783 G_L1: 7.847 D_real: 0.002 D_fake: 0.034 +(epoch: 36, iters: 27340, time: 0.304, data: 0.018) G_GAN: 5.469 G_L1: 5.808 D_real: 0.000 D_fake: 0.027 +(epoch: 36, iters: 27440, time: 0.584, data: 0.019) G_GAN: 5.250 G_L1: 5.102 D_real: 0.000 D_fake: 0.047 +(epoch: 36, iters: 27540, time: 0.294, data: 0.021) G_GAN: 7.289 G_L1: 4.068 D_real: 0.004 D_fake: 0.018 +(epoch: 36, iters: 27640, time: 0.307, data: 0.021) G_GAN: 5.899 G_L1: 7.748 D_real: 0.148 D_fake: 0.022 +(epoch: 36, iters: 27740, time: 0.292, data: 0.018) G_GAN: 5.248 G_L1: 6.545 D_real: 0.003 D_fake: 0.031 +(epoch: 36, iters: 27840, time: 0.416, data: 0.017) G_GAN: 5.442 G_L1: 3.158 D_real: 0.001 D_fake: 0.041 +(epoch: 36, iters: 27940, time: 0.295, data: 0.018) G_GAN: 5.981 G_L1: 3.230 D_real: 0.293 D_fake: 0.023 +(epoch: 36, iters: 28040, time: 0.312, data: 0.019) G_GAN: 4.507 G_L1: 1.717 D_real: 0.001 D_fake: 0.053 +(epoch: 36, iters: 28140, time: 0.304, data: 0.018) G_GAN: 7.043 G_L1: 8.219 D_real: 0.000 D_fake: 0.016 +(epoch: 36, iters: 28240, time: 0.389, data: 0.019) G_GAN: 6.037 G_L1: 3.149 D_real: 0.065 D_fake: 0.537 +(epoch: 36, iters: 28340, time: 0.291, data: 0.019) G_GAN: 4.917 G_L1: 3.066 D_real: 0.033 D_fake: 0.020 +(epoch: 36, iters: 28440, time: 0.291, data: 0.019) G_GAN: 6.478 G_L1: 2.459 D_real: 0.001 D_fake: 0.196 +(epoch: 36, iters: 28540, time: 0.292, data: 0.017) G_GAN: 4.115 G_L1: 3.157 D_real: 0.407 D_fake: 0.015 +(epoch: 36, iters: 28640, time: 0.414, data: 0.017) G_GAN: 4.570 G_L1: 3.340 D_real: 0.017 D_fake: 0.165 +(epoch: 36, iters: 28740, time: 0.301, data: 0.019) G_GAN: 6.473 G_L1: 3.731 D_real: 0.004 D_fake: 0.186 +(epoch: 36, iters: 28840, time: 0.303, data: 0.023) G_GAN: 8.008 G_L1: 4.008 D_real: 0.004 D_fake: 0.010 +(epoch: 36, iters: 28940, time: 0.303, data: 0.018) G_GAN: 6.912 G_L1: 4.684 D_real: 0.115 D_fake: 0.004 +(epoch: 36, iters: 29040, time: 0.399, data: 0.023) G_GAN: 7.235 G_L1: 5.512 D_real: 0.000 D_fake: 0.001 +(epoch: 36, iters: 29140, time: 0.296, data: 0.021) G_GAN: 6.693 G_L1: 4.427 D_real: 0.008 D_fake: 0.014 +(epoch: 36, iters: 29240, time: 0.307, data: 0.023) G_GAN: 6.543 G_L1: 9.651 D_real: 0.082 D_fake: 0.004 +(epoch: 36, iters: 29340, time: 0.277, data: 0.018) G_GAN: 6.770 G_L1: 2.547 D_real: 0.005 D_fake: 0.004 +(epoch: 36, iters: 29440, time: 0.521, data: 0.015) G_GAN: 5.360 G_L1: 3.890 D_real: 0.001 D_fake: 0.055 +(epoch: 36, iters: 29540, time: 0.302, data: 0.019) G_GAN: 11.261 G_L1: 4.280 D_real: 0.070 D_fake: 0.001 +(epoch: 36, iters: 29640, time: 0.305, data: 0.018) G_GAN: 9.018 G_L1: 6.647 D_real: 0.191 D_fake: 0.009 +(epoch: 36, iters: 29740, time: 0.301, data: 0.020) G_GAN: 4.802 G_L1: 2.639 D_real: 0.060 D_fake: 0.139 +(epoch: 36, iters: 29840, time: 0.421, data: 0.023) G_GAN: 5.684 G_L1: 4.487 D_real: 0.019 D_fake: 0.014 +(epoch: 36, iters: 29940, time: 0.304, data: 0.023) G_GAN: 9.977 G_L1: 4.726 D_real: 0.258 D_fake: 0.001 +(epoch: 36, iters: 30040, time: 0.305, data: 0.020) G_GAN: 4.633 G_L1: 3.838 D_real: 0.215 D_fake: 0.160 +(epoch: 36, iters: 30140, time: 0.302, data: 0.018) G_GAN: 5.438 G_L1: 3.898 D_real: 0.000 D_fake: 0.307 +(epoch: 36, iters: 30240, time: 0.425, data: 0.022) G_GAN: 6.593 G_L1: 3.193 D_real: 0.016 D_fake: 0.014 +(epoch: 36, iters: 30340, time: 0.305, data: 0.018) G_GAN: 5.005 G_L1: 4.526 D_real: 0.227 D_fake: 0.007 +(epoch: 36, iters: 30440, time: 0.303, data: 0.022) G_GAN: 7.442 G_L1: 4.570 D_real: 0.005 D_fake: 0.008 +(epoch: 36, iters: 30540, time: 0.298, data: 0.019) G_GAN: 9.017 G_L1: 4.303 D_real: 0.020 D_fake: 0.007 +(epoch: 36, iters: 30640, time: 0.419, data: 0.020) G_GAN: 9.005 G_L1: 9.511 D_real: 0.073 D_fake: 0.002 +(epoch: 36, iters: 30740, time: 0.299, data: 0.020) G_GAN: 8.196 G_L1: 3.892 D_real: 0.007 D_fake: 0.019 +(epoch: 36, iters: 30840, time: 0.297, data: 0.018) G_GAN: 10.043 G_L1: 4.277 D_real: 0.000 D_fake: 0.005 +(epoch: 36, iters: 30940, time: 0.302, data: 0.022) G_GAN: 5.852 G_L1: 3.052 D_real: 0.009 D_fake: 0.092 +(epoch: 36, iters: 31040, time: 0.388, data: 0.018) G_GAN: 6.908 G_L1: 3.742 D_real: 0.106 D_fake: 0.019 +(epoch: 36, iters: 31140, time: 0.304, data: 0.020) G_GAN: 5.249 G_L1: 4.314 D_real: 0.006 D_fake: 0.068 +(epoch: 36, iters: 31240, time: 0.299, data: 0.019) G_GAN: 6.689 G_L1: 4.894 D_real: 0.002 D_fake: 0.308 +(epoch: 36, iters: 31340, time: 0.291, data: 0.019) G_GAN: 5.910 G_L1: 4.747 D_real: 0.001 D_fake: 0.014 +(epoch: 36, iters: 31440, time: 0.592, data: 0.018) G_GAN: 9.520 G_L1: 4.882 D_real: 0.014 D_fake: 0.001 +(epoch: 36, iters: 31540, time: 0.304, data: 0.016) G_GAN: 6.504 G_L1: 4.616 D_real: 0.002 D_fake: 0.004 +(epoch: 36, iters: 31640, time: 0.306, data: 0.024) G_GAN: 7.289 G_L1: 5.263 D_real: 0.048 D_fake: 0.011 +(epoch: 36, iters: 31740, time: 0.293, data: 0.024) G_GAN: 3.805 G_L1: 2.963 D_real: 1.358 D_fake: 0.018 +(epoch: 36, iters: 31840, time: 0.376, data: 0.019) G_GAN: 5.907 G_L1: 3.594 D_real: 0.220 D_fake: 0.025 +(epoch: 36, iters: 31940, time: 0.296, data: 0.020) G_GAN: 5.893 G_L1: 3.821 D_real: 0.056 D_fake: 0.012 +(epoch: 36, iters: 32040, time: 0.301, data: 0.018) G_GAN: 9.369 G_L1: 4.444 D_real: 0.003 D_fake: 0.001 +(epoch: 36, iters: 32140, time: 0.287, data: 0.020) G_GAN: 5.074 G_L1: 3.924 D_real: 0.074 D_fake: 0.024 +(epoch: 36, iters: 32240, time: 0.389, data: 0.025) G_GAN: 7.249 G_L1: 2.875 D_real: 0.008 D_fake: 0.008 +(epoch: 36, iters: 32340, time: 0.298, data: 0.019) G_GAN: 4.816 G_L1: 4.272 D_real: 0.002 D_fake: 0.074 +(epoch: 36, iters: 32440, time: 0.304, data: 0.018) G_GAN: 4.908 G_L1: 4.781 D_real: 0.001 D_fake: 0.148 +(epoch: 36, iters: 32540, time: 0.308, data: 0.019) G_GAN: 8.965 G_L1: 5.462 D_real: 0.001 D_fake: 0.001 +(epoch: 36, iters: 32640, time: 0.428, data: 0.019) G_GAN: 7.438 G_L1: 7.694 D_real: 0.000 D_fake: 0.029 +(epoch: 36, iters: 32740, time: 0.313, data: 0.022) G_GAN: 9.877 G_L1: 5.063 D_real: 0.001 D_fake: 0.001 +(epoch: 36, iters: 32840, time: 0.304, data: 0.019) G_GAN: 6.617 G_L1: 5.422 D_real: 0.012 D_fake: 0.020 +(epoch: 36, iters: 32940, time: 0.302, data: 0.019) G_GAN: 6.763 G_L1: 5.019 D_real: 0.001 D_fake: 0.016 +(epoch: 36, iters: 33040, time: 0.421, data: 0.020) G_GAN: 10.329 G_L1: 8.090 D_real: 0.001 D_fake: 0.013 +(epoch: 36, iters: 33140, time: 0.303, data: 0.019) G_GAN: 7.182 G_L1: 3.358 D_real: 0.032 D_fake: 0.005 +(epoch: 36, iters: 33240, time: 0.307, data: 0.019) G_GAN: 7.782 G_L1: 3.344 D_real: 0.027 D_fake: 0.002 +(epoch: 36, iters: 33340, time: 0.304, data: 0.019) G_GAN: 4.273 G_L1: 5.039 D_real: 0.285 D_fake: 0.032 +(epoch: 36, iters: 33440, time: 0.571, data: 0.020) G_GAN: 7.510 G_L1: 3.823 D_real: 0.002 D_fake: 0.010 +(epoch: 36, iters: 33540, time: 0.306, data: 0.021) G_GAN: 5.608 G_L1: 3.241 D_real: 0.021 D_fake: 0.039 +(epoch: 36, iters: 33640, time: 0.303, data: 0.018) G_GAN: 6.104 G_L1: 4.388 D_real: 0.000 D_fake: 0.037 +(epoch: 36, iters: 33740, time: 0.293, data: 0.019) G_GAN: 6.849 G_L1: 4.568 D_real: 0.003 D_fake: 0.165 +(epoch: 36, iters: 33840, time: 0.388, data: 0.018) G_GAN: 6.714 G_L1: 5.527 D_real: 0.006 D_fake: 0.102 +(epoch: 36, iters: 33940, time: 0.304, data: 0.019) G_GAN: 4.751 G_L1: 2.751 D_real: 0.149 D_fake: 0.242 +(epoch: 36, iters: 34040, time: 0.305, data: 0.020) G_GAN: 6.780 G_L1: 7.369 D_real: 0.009 D_fake: 0.092 +(epoch: 36, iters: 34140, time: 0.295, data: 0.018) G_GAN: 6.192 G_L1: 3.702 D_real: 0.009 D_fake: 0.072 +(epoch: 36, iters: 34240, time: 0.410, data: 0.018) G_GAN: 5.174 G_L1: 3.687 D_real: 0.099 D_fake: 0.038 +(epoch: 36, iters: 34340, time: 0.300, data: 0.020) G_GAN: 6.251 G_L1: 2.629 D_real: 0.057 D_fake: 0.017 +(epoch: 36, iters: 34440, time: 0.299, data: 0.019) G_GAN: 8.548 G_L1: 9.339 D_real: 0.001 D_fake: 0.002 +(epoch: 36, iters: 34540, time: 0.298, data: 0.019) G_GAN: 5.786 G_L1: 3.908 D_real: 0.137 D_fake: 0.017 +(epoch: 36, iters: 34640, time: 0.391, data: 0.023) G_GAN: 4.867 G_L1: 4.542 D_real: 0.138 D_fake: 0.009 +(epoch: 36, iters: 34740, time: 0.298, data: 0.019) G_GAN: 5.206 G_L1: 8.499 D_real: 0.001 D_fake: 0.039 +(epoch: 36, iters: 34840, time: 0.296, data: 0.019) G_GAN: 4.221 G_L1: 3.247 D_real: 0.001 D_fake: 0.050 +(epoch: 36, iters: 34940, time: 0.305, data: 0.018) G_GAN: 5.451 G_L1: 4.431 D_real: 0.036 D_fake: 0.235 +(epoch: 36, iters: 35040, time: 0.419, data: 0.018) G_GAN: 11.758 G_L1: 6.116 D_real: 0.048 D_fake: 0.000 +(epoch: 36, iters: 35140, time: 0.300, data: 0.019) G_GAN: 5.796 G_L1: 3.675 D_real: 0.102 D_fake: 0.122 +(epoch: 36, iters: 35240, time: 0.303, data: 0.018) G_GAN: 8.303 G_L1: 4.100 D_real: 0.040 D_fake: 0.023 +(epoch: 36, iters: 35340, time: 0.307, data: 0.018) G_GAN: 8.003 G_L1: 3.875 D_real: 0.004 D_fake: 0.037 +(epoch: 36, iters: 35440, time: 0.502, data: 0.018) G_GAN: 6.536 G_L1: 4.350 D_real: 0.024 D_fake: 0.167 +(epoch: 36, iters: 35540, time: 0.296, data: 0.021) G_GAN: 7.835 G_L1: 3.639 D_real: 0.010 D_fake: 0.065 +(epoch: 36, iters: 35640, time: 0.305, data: 0.018) G_GAN: 4.832 G_L1: 3.742 D_real: 0.015 D_fake: 0.028 +(epoch: 36, iters: 35740, time: 0.302, data: 0.019) G_GAN: 6.408 G_L1: 11.588 D_real: 0.001 D_fake: 0.079 +(epoch: 36, iters: 35840, time: 0.410, data: 0.018) G_GAN: 5.633 G_L1: 3.782 D_real: 0.024 D_fake: 0.012 +(epoch: 36, iters: 35940, time: 0.295, data: 0.018) G_GAN: 6.651 G_L1: 3.129 D_real: 0.713 D_fake: 0.006 +(epoch: 36, iters: 36040, time: 0.298, data: 0.019) G_GAN: 8.524 G_L1: 3.979 D_real: 0.000 D_fake: 0.010 +(epoch: 36, iters: 36140, time: 0.298, data: 0.018) G_GAN: 4.283 G_L1: 3.870 D_real: 0.063 D_fake: 0.169 +(epoch: 36, iters: 36240, time: 0.395, data: 0.019) G_GAN: 6.675 G_L1: 4.530 D_real: 0.031 D_fake: 0.031 +(epoch: 36, iters: 36340, time: 0.300, data: 0.018) G_GAN: 7.512 G_L1: 4.095 D_real: 0.009 D_fake: 0.198 +(epoch: 36, iters: 36440, time: 0.302, data: 0.018) G_GAN: 7.861 G_L1: 5.306 D_real: 0.001 D_fake: 0.091 +(epoch: 36, iters: 36540, time: 0.281, data: 0.018) G_GAN: 8.244 G_L1: 4.463 D_real: 0.003 D_fake: 0.004 +(epoch: 36, iters: 36640, time: 0.398, data: 0.017) G_GAN: 5.502 G_L1: 3.544 D_real: 0.001 D_fake: 0.025 +(epoch: 36, iters: 36740, time: 0.303, data: 0.023) G_GAN: 6.909 G_L1: 8.348 D_real: 0.003 D_fake: 0.197 +(epoch: 36, iters: 36840, time: 0.306, data: 0.018) G_GAN: 7.695 G_L1: 4.242 D_real: 0.107 D_fake: 0.004 +(epoch: 36, iters: 36940, time: 0.295, data: 0.017) G_GAN: 5.384 G_L1: 5.278 D_real: 0.021 D_fake: 0.032 +(epoch: 36, iters: 37040, time: 0.416, data: 0.018) G_GAN: 7.345 G_L1: 3.992 D_real: 0.001 D_fake: 0.006 +(epoch: 36, iters: 37140, time: 0.304, data: 0.017) G_GAN: 5.521 G_L1: 3.678 D_real: 0.064 D_fake: 0.016 +(epoch: 36, iters: 37240, time: 0.292, data: 0.017) G_GAN: 10.071 G_L1: 3.126 D_real: 0.158 D_fake: 0.004 +(epoch: 36, iters: 37340, time: 0.288, data: 0.019) G_GAN: 7.659 G_L1: 3.341 D_real: 0.005 D_fake: 0.022 +(epoch: 36, iters: 37440, time: 0.581, data: 0.017) G_GAN: 7.334 G_L1: 4.293 D_real: 0.115 D_fake: 0.250 +(epoch: 36, iters: 37540, time: 0.280, data: 0.020) G_GAN: 5.122 G_L1: 4.195 D_real: 0.063 D_fake: 0.037 +(epoch: 36, iters: 37640, time: 0.283, data: 0.016) G_GAN: 4.046 G_L1: 2.965 D_real: 0.153 D_fake: 0.056 +(epoch: 36, iters: 37740, time: 0.293, data: 0.018) G_GAN: 4.735 G_L1: 4.099 D_real: 0.015 D_fake: 0.104 +(epoch: 36, iters: 37840, time: 0.412, data: 0.020) G_GAN: 4.629 G_L1: 3.708 D_real: 0.228 D_fake: 0.053 +(epoch: 36, iters: 37940, time: 0.299, data: 0.018) G_GAN: 6.476 G_L1: 3.604 D_real: 0.019 D_fake: 0.017 +(epoch: 36, iters: 38040, time: 0.293, data: 0.019) G_GAN: 4.980 G_L1: 3.493 D_real: 0.035 D_fake: 0.039 +(epoch: 36, iters: 38140, time: 0.297, data: 0.018) G_GAN: 8.748 G_L1: 6.636 D_real: 0.270 D_fake: 0.000 +(epoch: 36, iters: 38240, time: 0.387, data: 0.017) G_GAN: 5.774 G_L1: 2.600 D_real: 0.006 D_fake: 0.073 +(epoch: 36, iters: 38340, time: 0.306, data: 0.021) G_GAN: 8.504 G_L1: 5.499 D_real: 0.006 D_fake: 0.004 +(epoch: 36, iters: 38440, time: 0.306, data: 0.018) G_GAN: 6.700 G_L1: 4.819 D_real: 0.040 D_fake: 0.013 +(epoch: 36, iters: 38540, time: 0.299, data: 0.020) G_GAN: 6.719 G_L1: 3.458 D_real: 0.027 D_fake: 0.009 +(epoch: 36, iters: 38640, time: 0.382, data: 0.026) G_GAN: 5.369 G_L1: 10.729 D_real: 0.002 D_fake: 0.079 +(epoch: 36, iters: 38740, time: 0.296, data: 0.020) G_GAN: 5.829 G_L1: 5.673 D_real: 0.002 D_fake: 0.075 +(epoch: 36, iters: 38840, time: 0.294, data: 0.019) G_GAN: 4.943 G_L1: 3.357 D_real: 0.147 D_fake: 0.010 +(epoch: 36, iters: 38940, time: 0.300, data: 0.019) G_GAN: 8.846 G_L1: 7.071 D_real: 0.017 D_fake: 0.023 +(epoch: 36, iters: 39040, time: 0.412, data: 0.020) G_GAN: 9.153 G_L1: 4.646 D_real: 0.019 D_fake: 0.001 +(epoch: 36, iters: 39140, time: 0.303, data: 0.019) G_GAN: 10.297 G_L1: 5.152 D_real: 0.001 D_fake: 1.163 +(epoch: 36, iters: 39240, time: 0.301, data: 0.019) G_GAN: 5.375 G_L1: 3.878 D_real: 0.106 D_fake: 0.016 +(epoch: 36, iters: 39340, time: 0.302, data: 0.019) G_GAN: 7.003 G_L1: 5.578 D_real: 0.009 D_fake: 0.026 +(epoch: 36, iters: 39440, time: 0.552, data: 0.024) G_GAN: 6.992 G_L1: 2.834 D_real: 0.070 D_fake: 0.015 +(epoch: 36, iters: 39540, time: 0.282, data: 0.019) G_GAN: 5.655 G_L1: 9.643 D_real: 0.060 D_fake: 0.035 +(epoch: 36, iters: 39640, time: 0.300, data: 0.016) G_GAN: 5.213 G_L1: 2.883 D_real: 0.005 D_fake: 0.082 +(epoch: 36, iters: 39740, time: 0.288, data: 0.018) G_GAN: 6.618 G_L1: 6.682 D_real: 0.050 D_fake: 0.013 +(epoch: 36, iters: 39840, time: 0.411, data: 0.018) G_GAN: 6.829 G_L1: 7.305 D_real: 0.000 D_fake: 0.026 +(epoch: 36, iters: 39940, time: 0.282, data: 0.019) G_GAN: 6.949 G_L1: 4.926 D_real: 0.010 D_fake: 0.005 +(epoch: 36, iters: 40040, time: 0.298, data: 0.016) G_GAN: 6.910 G_L1: 4.017 D_real: 0.155 D_fake: 0.012 +(epoch: 36, iters: 40140, time: 0.295, data: 0.021) G_GAN: 5.554 G_L1: 4.706 D_real: 0.000 D_fake: 0.029 +(epoch: 36, iters: 40240, time: 0.369, data: 0.016) G_GAN: 5.653 G_L1: 3.281 D_real: 0.000 D_fake: 0.033 +(epoch: 36, iters: 40340, time: 0.283, data: 0.018) G_GAN: 3.525 G_L1: 2.956 D_real: 0.168 D_fake: 0.074 +(epoch: 36, iters: 40440, time: 0.295, data: 0.017) G_GAN: 8.168 G_L1: 7.176 D_real: 0.077 D_fake: 0.011 +(epoch: 36, iters: 40540, time: 0.286, data: 0.018) G_GAN: 6.415 G_L1: 3.617 D_real: 0.007 D_fake: 0.024 +(epoch: 36, iters: 40640, time: 0.403, data: 0.018) G_GAN: 4.795 G_L1: 3.538 D_real: 0.706 D_fake: 0.031 +(epoch: 36, iters: 40740, time: 0.297, data: 0.017) G_GAN: 6.760 G_L1: 4.184 D_real: 0.047 D_fake: 0.027 +(epoch: 36, iters: 40840, time: 0.294, data: 0.017) G_GAN: 4.902 G_L1: 2.975 D_real: 0.238 D_fake: 0.018 +(epoch: 36, iters: 40940, time: 0.292, data: 0.017) G_GAN: 5.503 G_L1: 5.852 D_real: 0.189 D_fake: 0.032 +(epoch: 36, iters: 41040, time: 0.417, data: 0.024) G_GAN: 5.916 G_L1: 3.187 D_real: 0.048 D_fake: 0.218 +(epoch: 36, iters: 41140, time: 0.295, data: 0.021) G_GAN: 4.922 G_L1: 5.224 D_real: 0.193 D_fake: 0.030 +(epoch: 36, iters: 41240, time: 0.293, data: 0.018) G_GAN: 6.722 G_L1: 3.509 D_real: 0.171 D_fake: 0.003 +(epoch: 36, iters: 41340, time: 0.286, data: 0.017) G_GAN: 5.822 G_L1: 3.740 D_real: 0.097 D_fake: 0.006 +(epoch: 36, iters: 41440, time: 0.546, data: 0.017) G_GAN: 6.957 G_L1: 5.049 D_real: 0.005 D_fake: 0.101 +(epoch: 36, iters: 41540, time: 0.279, data: 0.022) G_GAN: 4.852 G_L1: 2.935 D_real: 0.008 D_fake: 0.324 +(epoch: 36, iters: 41640, time: 0.294, data: 0.017) G_GAN: 5.576 G_L1: 3.505 D_real: 0.019 D_fake: 0.075 +(epoch: 36, iters: 41740, time: 0.297, data: 0.017) G_GAN: 6.422 G_L1: 3.918 D_real: 0.019 D_fake: 0.010 +(epoch: 36, iters: 41840, time: 0.377, data: 0.019) G_GAN: 5.646 G_L1: 4.140 D_real: 0.001 D_fake: 0.076 +(epoch: 36, iters: 41940, time: 0.298, data: 0.016) G_GAN: 4.739 G_L1: 3.239 D_real: 0.062 D_fake: 0.062 +(epoch: 36, iters: 42040, time: 0.295, data: 0.019) G_GAN: 6.270 G_L1: 4.475 D_real: 0.002 D_fake: 0.147 +(epoch: 36, iters: 42140, time: 0.296, data: 0.018) G_GAN: 5.823 G_L1: 3.227 D_real: 0.021 D_fake: 0.031 +(epoch: 36, iters: 42240, time: 0.402, data: 0.018) G_GAN: 6.879 G_L1: 4.950 D_real: 0.000 D_fake: 0.349 +(epoch: 36, iters: 42340, time: 0.284, data: 0.023) G_GAN: 7.473 G_L1: 6.726 D_real: 0.008 D_fake: 0.036 +(epoch: 36, iters: 42440, time: 0.284, data: 0.018) G_GAN: 3.535 G_L1: 3.140 D_real: 0.220 D_fake: 0.042 +(epoch: 36, iters: 42540, time: 0.294, data: 0.020) G_GAN: 8.037 G_L1: 3.905 D_real: 0.217 D_fake: 0.001 +(epoch: 36, iters: 42640, time: 0.390, data: 0.021) G_GAN: 6.382 G_L1: 4.288 D_real: 0.001 D_fake: 0.009 +(epoch: 36, iters: 42740, time: 0.296, data: 0.017) G_GAN: 10.662 G_L1: 7.370 D_real: 0.080 D_fake: 0.003 +(epoch: 36, iters: 42840, time: 0.295, data: 0.019) G_GAN: 7.581 G_L1: 4.742 D_real: 0.001 D_fake: 0.092 +(epoch: 36, iters: 42940, time: 0.282, data: 0.017) G_GAN: 5.436 G_L1: 3.607 D_real: 0.117 D_fake: 0.038 +(epoch: 36, iters: 43040, time: 0.410, data: 0.016) G_GAN: 6.095 G_L1: 4.724 D_real: 0.081 D_fake: 0.026 +(epoch: 36, iters: 43140, time: 0.283, data: 0.023) G_GAN: 6.793 G_L1: 8.000 D_real: 0.040 D_fake: 0.125 +(epoch: 36, iters: 43240, time: 0.301, data: 0.015) G_GAN: 5.707 G_L1: 3.269 D_real: 0.016 D_fake: 0.052 +(epoch: 36, iters: 43340, time: 0.296, data: 0.018) G_GAN: 6.752 G_L1: 6.260 D_real: 0.002 D_fake: 0.012 +(epoch: 36, iters: 43440, time: 0.583, data: 0.017) G_GAN: 5.152 G_L1: 5.031 D_real: 0.284 D_fake: 0.076 +(epoch: 36, iters: 43540, time: 0.293, data: 0.018) G_GAN: 4.737 G_L1: 4.835 D_real: 0.002 D_fake: 0.094 +(epoch: 36, iters: 43640, time: 0.299, data: 0.018) G_GAN: 7.926 G_L1: 5.811 D_real: 0.035 D_fake: 0.016 +(epoch: 36, iters: 43740, time: 0.294, data: 0.017) G_GAN: 9.663 G_L1: 4.811 D_real: 0.035 D_fake: 0.040 +(epoch: 36, iters: 43840, time: 0.412, data: 0.018) G_GAN: 6.683 G_L1: 7.093 D_real: 0.016 D_fake: 0.011 +(epoch: 36, iters: 43940, time: 0.296, data: 0.018) G_GAN: 5.833 G_L1: 4.620 D_real: 0.030 D_fake: 0.011 +(epoch: 36, iters: 44040, time: 0.294, data: 0.020) G_GAN: 6.802 G_L1: 4.630 D_real: 0.117 D_fake: 0.015 +(epoch: 36, iters: 44140, time: 0.296, data: 0.019) G_GAN: 5.462 G_L1: 3.369 D_real: 0.012 D_fake: 0.031 +(epoch: 36, iters: 44240, time: 0.408, data: 0.018) G_GAN: 5.245 G_L1: 4.084 D_real: 0.023 D_fake: 0.098 +(epoch: 36, iters: 44340, time: 0.292, data: 0.017) G_GAN: 4.917 G_L1: 3.283 D_real: 0.024 D_fake: 0.041 +(epoch: 36, iters: 44440, time: 0.293, data: 0.017) G_GAN: 5.215 G_L1: 5.469 D_real: 0.006 D_fake: 0.034 +(epoch: 36, iters: 44540, time: 0.303, data: 0.020) G_GAN: 6.791 G_L1: 4.411 D_real: 0.038 D_fake: 0.007 +(epoch: 36, iters: 44640, time: 0.418, data: 0.019) G_GAN: 5.053 G_L1: 4.186 D_real: 0.011 D_fake: 0.063 +(epoch: 36, iters: 44740, time: 0.306, data: 0.019) G_GAN: 3.594 G_L1: 3.354 D_real: 0.675 D_fake: 0.071 +(epoch: 36, iters: 44840, time: 0.300, data: 0.019) G_GAN: 4.974 G_L1: 5.948 D_real: 0.108 D_fake: 0.045 +(epoch: 36, iters: 44940, time: 0.295, data: 0.024) G_GAN: 6.027 G_L1: 3.921 D_real: 0.307 D_fake: 0.004 +(epoch: 36, iters: 45040, time: 0.407, data: 0.024) G_GAN: 7.558 G_L1: 7.814 D_real: 0.000 D_fake: 0.003 +(epoch: 36, iters: 45140, time: 0.293, data: 0.019) G_GAN: 5.948 G_L1: 3.865 D_real: 0.062 D_fake: 0.348 +(epoch: 36, iters: 45240, time: 0.297, data: 0.017) G_GAN: 3.371 G_L1: 3.561 D_real: 0.469 D_fake: 0.161 +(epoch: 36, iters: 45340, time: 0.304, data: 0.020) G_GAN: 4.687 G_L1: 2.755 D_real: 0.039 D_fake: 0.509 +(epoch: 36, iters: 45440, time: 0.562, data: 0.019) G_GAN: 7.410 G_L1: 5.225 D_real: 0.001 D_fake: 0.208 +(epoch: 36, iters: 45540, time: 0.300, data: 0.018) G_GAN: 5.300 G_L1: 4.464 D_real: 0.002 D_fake: 0.023 +(epoch: 36, iters: 45640, time: 0.301, data: 0.017) G_GAN: 5.794 G_L1: 5.235 D_real: 0.084 D_fake: 0.047 +(epoch: 36, iters: 45740, time: 0.301, data: 0.018) G_GAN: 5.792 G_L1: 3.700 D_real: 0.004 D_fake: 0.015 +(epoch: 36, iters: 45840, time: 0.416, data: 0.017) G_GAN: 5.527 G_L1: 4.986 D_real: 0.069 D_fake: 0.035 +(epoch: 36, iters: 45940, time: 0.302, data: 0.020) G_GAN: 6.312 G_L1: 4.433 D_real: 0.017 D_fake: 0.016 +(epoch: 36, iters: 46040, time: 0.292, data: 0.023) G_GAN: 5.974 G_L1: 3.592 D_real: 0.003 D_fake: 0.091 +(epoch: 36, iters: 46140, time: 0.295, data: 0.020) G_GAN: 6.177 G_L1: 3.543 D_real: 0.011 D_fake: 0.061 +(epoch: 36, iters: 46240, time: 0.420, data: 0.019) G_GAN: 7.122 G_L1: 6.066 D_real: 0.012 D_fake: 0.008 +(epoch: 36, iters: 46340, time: 0.303, data: 0.019) G_GAN: 7.353 G_L1: 3.996 D_real: 0.001 D_fake: 0.018 +(epoch: 36, iters: 46440, time: 0.302, data: 0.019) G_GAN: 5.245 G_L1: 5.113 D_real: 0.048 D_fake: 0.033 +(epoch: 36, iters: 46540, time: 0.300, data: 0.018) G_GAN: 5.527 G_L1: 3.194 D_real: 0.029 D_fake: 0.046 +(epoch: 36, iters: 46640, time: 0.394, data: 0.019) G_GAN: 6.139 G_L1: 4.343 D_real: 0.037 D_fake: 0.009 +(epoch: 36, iters: 46740, time: 0.297, data: 0.020) G_GAN: 5.780 G_L1: 3.566 D_real: 0.025 D_fake: 0.027 +(epoch: 36, iters: 46840, time: 0.297, data: 0.018) G_GAN: 5.465 G_L1: 3.805 D_real: 0.145 D_fake: 0.073 +(epoch: 36, iters: 46940, time: 0.304, data: 0.018) G_GAN: 5.180 G_L1: 6.287 D_real: 0.012 D_fake: 0.085 +(epoch: 36, iters: 47040, time: 0.389, data: 0.018) G_GAN: 7.412 G_L1: 8.170 D_real: 0.002 D_fake: 0.006 +(epoch: 36, iters: 47140, time: 0.308, data: 0.018) G_GAN: 6.067 G_L1: 4.059 D_real: 0.003 D_fake: 0.042 +(epoch: 36, iters: 47240, time: 0.296, data: 0.019) G_GAN: 6.446 G_L1: 2.542 D_real: 0.009 D_fake: 0.054 +(epoch: 36, iters: 47340, time: 0.303, data: 0.018) G_GAN: 6.645 G_L1: 4.277 D_real: 0.111 D_fake: 0.004 +(epoch: 36, iters: 47440, time: 0.570, data: 0.019) G_GAN: 5.833 G_L1: 10.621 D_real: 0.000 D_fake: 0.009 +(epoch: 36, iters: 47540, time: 0.285, data: 0.019) G_GAN: 5.350 G_L1: 5.354 D_real: 0.046 D_fake: 0.016 +(epoch: 36, iters: 47640, time: 0.298, data: 0.017) G_GAN: 4.952 G_L1: 4.136 D_real: 0.001 D_fake: 0.101 +(epoch: 36, iters: 47740, time: 0.306, data: 0.019) G_GAN: 6.941 G_L1: 4.433 D_real: 0.011 D_fake: 0.017 +(epoch: 36, iters: 47840, time: 0.400, data: 0.018) G_GAN: 7.069 G_L1: 3.179 D_real: 0.008 D_fake: 0.010 +(epoch: 36, iters: 47940, time: 0.306, data: 0.018) G_GAN: 7.340 G_L1: 7.431 D_real: 0.020 D_fake: 0.002 +(epoch: 36, iters: 48040, time: 0.299, data: 0.019) G_GAN: 9.112 G_L1: 4.679 D_real: 0.010 D_fake: 0.019 +(epoch: 36, iters: 48140, time: 0.287, data: 0.022) G_GAN: 7.479 G_L1: 5.160 D_real: 0.256 D_fake: 0.005 +(epoch: 36, iters: 48240, time: 0.380, data: 0.018) G_GAN: 11.965 G_L1: 6.070 D_real: 0.008 D_fake: 0.001 +(epoch: 36, iters: 48340, time: 0.298, data: 0.017) G_GAN: 6.583 G_L1: 5.432 D_real: 0.126 D_fake: 0.039 +(epoch: 36, iters: 48440, time: 0.297, data: 0.020) G_GAN: 6.837 G_L1: 7.116 D_real: 0.000 D_fake: 0.016 +(epoch: 36, iters: 48540, time: 0.304, data: 0.020) G_GAN: 6.696 G_L1: 6.045 D_real: 0.002 D_fake: 0.019 +(epoch: 36, iters: 48640, time: 0.419, data: 0.019) G_GAN: 6.078 G_L1: 13.168 D_real: 0.140 D_fake: 0.034 +(epoch: 36, iters: 48740, time: 0.290, data: 0.024) G_GAN: 6.199 G_L1: 4.622 D_real: 0.015 D_fake: 0.132 +(epoch: 36, iters: 48840, time: 0.295, data: 0.018) G_GAN: 6.924 G_L1: 4.662 D_real: 0.065 D_fake: 0.116 +(epoch: 36, iters: 48940, time: 0.291, data: 0.019) G_GAN: 7.581 G_L1: 5.582 D_real: 0.024 D_fake: 0.031 +(epoch: 36, iters: 49040, time: 0.418, data: 0.017) G_GAN: 7.026 G_L1: 3.691 D_real: 0.004 D_fake: 0.141 +(epoch: 36, iters: 49140, time: 0.292, data: 0.017) G_GAN: 6.511 G_L1: 4.905 D_real: 0.751 D_fake: 0.018 +(epoch: 36, iters: 49240, time: 0.304, data: 0.018) G_GAN: 4.976 G_L1: 4.280 D_real: 0.215 D_fake: 0.177 +(epoch: 36, iters: 49340, time: 0.306, data: 0.018) G_GAN: 6.265 G_L1: 4.311 D_real: 0.005 D_fake: 0.026 +(epoch: 36, iters: 49440, time: 0.517, data: 0.019) G_GAN: 5.539 G_L1: 3.524 D_real: 0.001 D_fake: 0.078 +(epoch: 36, iters: 49540, time: 0.294, data: 0.019) G_GAN: 5.792 G_L1: 3.459 D_real: 0.019 D_fake: 0.011 +(epoch: 36, iters: 49640, time: 0.303, data: 0.018) G_GAN: 6.957 G_L1: 9.003 D_real: 0.105 D_fake: 0.008 +(epoch: 36, iters: 49740, time: 0.293, data: 0.019) G_GAN: 6.326 G_L1: 2.983 D_real: 0.716 D_fake: 0.013 +(epoch: 36, iters: 49840, time: 0.406, data: 0.017) G_GAN: 3.484 G_L1: 3.562 D_real: 0.284 D_fake: 0.014 +(epoch: 36, iters: 49940, time: 0.280, data: 0.022) G_GAN: 4.689 G_L1: 3.707 D_real: 0.004 D_fake: 0.037 +(epoch: 36, iters: 50040, time: 0.299, data: 0.014) G_GAN: 7.241 G_L1: 4.303 D_real: 0.002 D_fake: 0.011 +(epoch: 36, iters: 50140, time: 0.299, data: 0.018) G_GAN: 5.353 G_L1: 3.678 D_real: 0.036 D_fake: 0.059 +(epoch: 36, iters: 50240, time: 0.380, data: 0.017) G_GAN: 8.222 G_L1: 6.059 D_real: 0.009 D_fake: 0.002 +(epoch: 36, iters: 50340, time: 0.301, data: 0.016) G_GAN: 9.010 G_L1: 4.025 D_real: 0.005 D_fake: 0.002 +(epoch: 36, iters: 50440, time: 0.302, data: 0.019) G_GAN: 8.079 G_L1: 5.208 D_real: 0.005 D_fake: 0.009 +(epoch: 36, iters: 50540, time: 0.295, data: 0.019) G_GAN: 3.716 G_L1: 2.882 D_real: 0.517 D_fake: 0.014 +(epoch: 36, iters: 50640, time: 0.394, data: 0.023) G_GAN: 9.040 G_L1: 5.186 D_real: 0.008 D_fake: 0.002 +(epoch: 36, iters: 50740, time: 0.296, data: 0.019) G_GAN: 4.505 G_L1: 5.254 D_real: 0.198 D_fake: 0.014 +(epoch: 36, iters: 50840, time: 0.297, data: 0.017) G_GAN: 6.260 G_L1: 4.661 D_real: 0.003 D_fake: 0.053 +(epoch: 36, iters: 50940, time: 0.302, data: 0.022) G_GAN: 7.422 G_L1: 6.609 D_real: 0.034 D_fake: 0.007 +(epoch: 36, iters: 51040, time: 0.408, data: 0.021) G_GAN: 6.045 G_L1: 4.116 D_real: 0.003 D_fake: 0.078 +(epoch: 36, iters: 51140, time: 0.301, data: 0.017) G_GAN: 5.537 G_L1: 5.076 D_real: 0.003 D_fake: 0.038 +(epoch: 36, iters: 51240, time: 0.299, data: 0.019) G_GAN: 4.245 G_L1: 4.528 D_real: 0.037 D_fake: 0.044 +(epoch: 36, iters: 51340, time: 0.290, data: 0.017) G_GAN: 5.981 G_L1: 2.771 D_real: 0.072 D_fake: 0.040 +(epoch: 36, iters: 51440, time: 0.544, data: 0.017) G_GAN: 5.992 G_L1: 6.979 D_real: 0.019 D_fake: 0.012 +(epoch: 36, iters: 51540, time: 0.298, data: 0.015) G_GAN: 3.787 G_L1: 4.395 D_real: 0.119 D_fake: 0.085 +(epoch: 36, iters: 51640, time: 0.298, data: 0.018) G_GAN: 5.439 G_L1: 6.687 D_real: 0.238 D_fake: 0.040 +(epoch: 36, iters: 51740, time: 0.303, data: 0.019) G_GAN: 5.714 G_L1: 6.253 D_real: 0.001 D_fake: 1.076 +(epoch: 36, iters: 51840, time: 0.377, data: 0.018) G_GAN: 4.391 G_L1: 3.908 D_real: 0.292 D_fake: 0.035 +(epoch: 36, iters: 51940, time: 0.298, data: 0.017) G_GAN: 2.316 G_L1: 4.534 D_real: 0.448 D_fake: 0.016 +(epoch: 36, iters: 52040, time: 0.291, data: 0.018) G_GAN: 7.184 G_L1: 4.802 D_real: 0.002 D_fake: 0.006 +(epoch: 36, iters: 52140, time: 0.302, data: 0.018) G_GAN: 4.927 G_L1: 5.739 D_real: 0.017 D_fake: 0.104 +(epoch: 36, iters: 52240, time: 0.407, data: 0.019) G_GAN: 5.956 G_L1: 3.967 D_real: 0.007 D_fake: 0.062 +(epoch: 36, iters: 52340, time: 0.288, data: 0.016) G_GAN: 5.385 G_L1: 3.625 D_real: 0.001 D_fake: 0.072 +(epoch: 36, iters: 52440, time: 0.304, data: 0.018) G_GAN: 5.861 G_L1: 13.163 D_real: 0.015 D_fake: 0.098 +(epoch: 36, iters: 52540, time: 0.297, data: 0.018) G_GAN: 4.214 G_L1: 5.059 D_real: 0.148 D_fake: 0.096 +(epoch: 36, iters: 52640, time: 0.412, data: 0.016) G_GAN: 6.077 G_L1: 5.821 D_real: 0.003 D_fake: 0.015 +(epoch: 36, iters: 52740, time: 0.297, data: 0.018) G_GAN: 8.897 G_L1: 10.203 D_real: 0.027 D_fake: 0.003 +(epoch: 36, iters: 52840, time: 0.301, data: 0.017) G_GAN: 6.124 G_L1: 3.607 D_real: 0.127 D_fake: 0.047 +(epoch: 36, iters: 52940, time: 0.295, data: 0.018) G_GAN: 6.076 G_L1: 5.555 D_real: 0.004 D_fake: 0.031 +(epoch: 36, iters: 53040, time: 0.374, data: 0.024) G_GAN: 5.898 G_L1: 3.624 D_real: 0.003 D_fake: 0.034 +(epoch: 36, iters: 53140, time: 0.300, data: 0.025) G_GAN: 4.920 G_L1: 5.475 D_real: 0.007 D_fake: 0.052 +(epoch: 36, iters: 53240, time: 0.291, data: 0.018) G_GAN: 9.820 G_L1: 6.932 D_real: 0.048 D_fake: 0.098 +(epoch: 36, iters: 53340, time: 0.299, data: 0.024) G_GAN: 4.734 G_L1: 4.333 D_real: 0.106 D_fake: 0.068 +(epoch: 36, iters: 53440, time: 0.576, data: 0.019) G_GAN: 4.763 G_L1: 2.996 D_real: 0.003 D_fake: 0.022 +(epoch: 36, iters: 53540, time: 0.286, data: 0.019) G_GAN: 5.190 G_L1: 12.317 D_real: 0.123 D_fake: 0.048 +(epoch: 36, iters: 53640, time: 0.294, data: 0.017) G_GAN: 6.600 G_L1: 7.005 D_real: 0.001 D_fake: 0.030 +(epoch: 36, iters: 53740, time: 0.310, data: 0.018) G_GAN: 5.137 G_L1: 2.806 D_real: 0.005 D_fake: 0.023 +(epoch: 36, iters: 53840, time: 0.408, data: 0.021) G_GAN: 3.992 G_L1: 3.957 D_real: 0.118 D_fake: 0.034 +(epoch: 36, iters: 53940, time: 0.295, data: 0.018) G_GAN: 5.254 G_L1: 5.945 D_real: 0.004 D_fake: 0.064 +(epoch: 36, iters: 54040, time: 0.303, data: 0.018) G_GAN: 7.071 G_L1: 3.644 D_real: 0.012 D_fake: 0.049 +(epoch: 36, iters: 54140, time: 0.296, data: 0.018) G_GAN: 5.389 G_L1: 2.968 D_real: 0.001 D_fake: 0.099 +(epoch: 36, iters: 54240, time: 0.380, data: 0.018) G_GAN: 5.384 G_L1: 3.356 D_real: 0.030 D_fake: 0.075 +(epoch: 36, iters: 54340, time: 0.298, data: 0.018) G_GAN: 8.396 G_L1: 6.696 D_real: 0.012 D_fake: 0.004 +(epoch: 36, iters: 54440, time: 0.299, data: 0.018) G_GAN: 5.990 G_L1: 10.703 D_real: 0.000 D_fake: 0.011 +(epoch: 36, iters: 54540, time: 0.291, data: 0.019) G_GAN: 8.732 G_L1: 4.172 D_real: 0.000 D_fake: 0.002 +(epoch: 36, iters: 54640, time: 0.416, data: 0.016) G_GAN: 5.574 G_L1: 4.266 D_real: 0.000 D_fake: 0.090 +(epoch: 36, iters: 54740, time: 0.285, data: 0.019) G_GAN: 9.144 G_L1: 4.170 D_real: 0.014 D_fake: 0.001 +(epoch: 36, iters: 54840, time: 0.300, data: 0.016) G_GAN: 8.768 G_L1: 5.116 D_real: 0.043 D_fake: 0.008 +(epoch: 36, iters: 54940, time: 0.293, data: 0.019) G_GAN: 7.662 G_L1: 3.895 D_real: 0.067 D_fake: 0.005 +(epoch: 36, iters: 55040, time: 0.419, data: 0.016) G_GAN: 6.274 G_L1: 5.767 D_real: 0.069 D_fake: 0.024 +(epoch: 36, iters: 55140, time: 0.293, data: 0.018) G_GAN: 8.502 G_L1: 3.125 D_real: 0.152 D_fake: 0.011 +(epoch: 36, iters: 55240, time: 0.295, data: 0.016) G_GAN: 4.669 G_L1: 6.698 D_real: 0.002 D_fake: 0.501 +(epoch: 36, iters: 55340, time: 0.293, data: 0.018) G_GAN: 7.168 G_L1: 3.553 D_real: 0.055 D_fake: 0.004 +(epoch: 36, iters: 55440, time: 0.577, data: 0.017) G_GAN: 8.393 G_L1: 6.232 D_real: 0.009 D_fake: 0.022 +(epoch: 36, iters: 55540, time: 0.295, data: 0.019) G_GAN: 6.351 G_L1: 3.991 D_real: 0.003 D_fake: 0.032 +(epoch: 36, iters: 55640, time: 0.300, data: 0.016) G_GAN: 5.440 G_L1: 4.071 D_real: 0.039 D_fake: 0.027 +(epoch: 36, iters: 55740, time: 0.296, data: 0.021) G_GAN: 6.761 G_L1: 9.721 D_real: 0.082 D_fake: 0.020 +(epoch: 36, iters: 55840, time: 0.407, data: 0.018) G_GAN: 6.681 G_L1: 5.091 D_real: 0.000 D_fake: 0.070 +(epoch: 36, iters: 55940, time: 0.294, data: 0.018) G_GAN: 5.158 G_L1: 8.961 D_real: 0.002 D_fake: 0.175 +(epoch: 36, iters: 56040, time: 0.265, data: 0.018) G_GAN: 7.034 G_L1: 4.006 D_real: 0.000 D_fake: 0.034 +(epoch: 36, iters: 56140, time: 0.303, data: 0.016) G_GAN: 4.203 G_L1: 3.185 D_real: 0.057 D_fake: 0.125 +(epoch: 36, iters: 56240, time: 0.382, data: 0.018) G_GAN: 6.358 G_L1: 3.931 D_real: 0.063 D_fake: 0.030 +(epoch: 36, iters: 56340, time: 0.290, data: 0.018) G_GAN: 4.776 G_L1: 4.158 D_real: 0.027 D_fake: 0.082 +(epoch: 36, iters: 56440, time: 0.292, data: 0.017) G_GAN: 5.210 G_L1: 7.524 D_real: 0.159 D_fake: 0.028 +(epoch: 36, iters: 56540, time: 0.297, data: 0.017) G_GAN: 5.793 G_L1: 4.995 D_real: 0.255 D_fake: 0.014 +(epoch: 36, iters: 56640, time: 0.414, data: 0.018) G_GAN: 7.472 G_L1: 7.057 D_real: 0.000 D_fake: 0.012 +(epoch: 36, iters: 56740, time: 0.305, data: 0.019) G_GAN: 4.707 G_L1: 3.697 D_real: 0.000 D_fake: 0.073 +(epoch: 36, iters: 56840, time: 0.297, data: 0.019) G_GAN: 4.946 G_L1: 4.667 D_real: 0.012 D_fake: 0.079 +(epoch: 36, iters: 56940, time: 0.292, data: 0.027) G_GAN: 7.032 G_L1: 4.635 D_real: 0.027 D_fake: 0.039 +(epoch: 36, iters: 57040, time: 0.405, data: 0.020) G_GAN: 6.080 G_L1: 3.734 D_real: 0.134 D_fake: 0.004 +(epoch: 36, iters: 57140, time: 0.302, data: 0.018) G_GAN: 5.831 G_L1: 3.480 D_real: 0.032 D_fake: 0.030 +(epoch: 36, iters: 57240, time: 0.294, data: 0.018) G_GAN: 4.641 G_L1: 4.281 D_real: 0.145 D_fake: 0.079 +(epoch: 36, iters: 57340, time: 0.297, data: 0.018) G_GAN: 6.895 G_L1: 9.794 D_real: 0.002 D_fake: 0.020 +(epoch: 36, iters: 57440, time: 0.556, data: 0.022) G_GAN: 9.016 G_L1: 3.887 D_real: 0.036 D_fake: 0.002 +(epoch: 36, iters: 57540, time: 0.289, data: 0.018) G_GAN: 6.592 G_L1: 5.781 D_real: 0.000 D_fake: 0.033 +(epoch: 36, iters: 57640, time: 0.301, data: 0.015) G_GAN: 5.519 G_L1: 4.826 D_real: 0.000 D_fake: 0.234 +(epoch: 36, iters: 57740, time: 0.299, data: 0.020) G_GAN: 4.948 G_L1: 3.174 D_real: 0.022 D_fake: 0.071 +(epoch: 36, iters: 57840, time: 0.399, data: 0.017) G_GAN: 7.759 G_L1: 3.619 D_real: 0.020 D_fake: 0.436 +(epoch: 36, iters: 57940, time: 0.295, data: 0.019) G_GAN: 5.776 G_L1: 4.926 D_real: 0.006 D_fake: 0.401 +(epoch: 36, iters: 58040, time: 0.291, data: 0.018) G_GAN: 5.217 G_L1: 4.267 D_real: 0.041 D_fake: 0.208 +(epoch: 36, iters: 58140, time: 0.291, data: 0.019) G_GAN: 5.885 G_L1: 4.420 D_real: 0.008 D_fake: 0.049 +(epoch: 36, iters: 58240, time: 0.422, data: 0.017) G_GAN: 6.502 G_L1: 5.624 D_real: 0.000 D_fake: 0.021 +(epoch: 36, iters: 58340, time: 0.299, data: 0.020) G_GAN: 4.644 G_L1: 3.274 D_real: 0.199 D_fake: 0.014 +(epoch: 36, iters: 58440, time: 0.292, data: 0.019) G_GAN: 4.003 G_L1: 3.577 D_real: 0.063 D_fake: 0.055 +(epoch: 36, iters: 58540, time: 0.302, data: 0.018) G_GAN: 6.846 G_L1: 4.180 D_real: 0.008 D_fake: 0.005 +(epoch: 36, iters: 58640, time: 0.385, data: 0.018) G_GAN: 5.603 G_L1: 3.525 D_real: 0.015 D_fake: 0.031 +(epoch: 36, iters: 58740, time: 0.291, data: 0.019) G_GAN: 5.288 G_L1: 4.234 D_real: 0.099 D_fake: 0.119 +(epoch: 36, iters: 58840, time: 0.303, data: 0.018) G_GAN: 2.779 G_L1: 5.892 D_real: 0.645 D_fake: 0.054 +(epoch: 36, iters: 58940, time: 0.301, data: 0.022) G_GAN: 4.517 G_L1: 3.238 D_real: 0.014 D_fake: 0.127 +(epoch: 36, iters: 59040, time: 0.413, data: 0.019) G_GAN: 6.161 G_L1: 7.096 D_real: 0.000 D_fake: 0.051 +(epoch: 36, iters: 59140, time: 0.295, data: 0.019) G_GAN: 5.457 G_L1: 3.764 D_real: 0.003 D_fake: 0.043 +(epoch: 36, iters: 59240, time: 0.296, data: 0.017) G_GAN: 5.508 G_L1: 2.609 D_real: 0.366 D_fake: 0.022 +(epoch: 36, iters: 59340, time: 0.299, data: 0.017) G_GAN: 5.942 G_L1: 4.618 D_real: 0.013 D_fake: 0.114 +(epoch: 36, iters: 59440, time: 0.568, data: 0.018) G_GAN: 7.253 G_L1: 5.736 D_real: 0.004 D_fake: 0.028 +(epoch: 36, iters: 59540, time: 0.300, data: 0.020) G_GAN: 5.340 G_L1: 6.482 D_real: 0.003 D_fake: 0.046 +(epoch: 36, iters: 59640, time: 0.295, data: 0.018) G_GAN: 4.905 G_L1: 4.377 D_real: 0.115 D_fake: 0.019 +(epoch: 36, iters: 59740, time: 0.304, data: 0.018) G_GAN: 6.953 G_L1: 5.375 D_real: 0.001 D_fake: 0.009 +(epoch: 36, iters: 59840, time: 0.385, data: 0.018) G_GAN: 8.199 G_L1: 2.649 D_real: 0.008 D_fake: 0.241 +(epoch: 36, iters: 59940, time: 0.295, data: 0.017) G_GAN: 6.300 G_L1: 3.646 D_real: 0.014 D_fake: 0.018 +(epoch: 37, iters: 24, time: 0.301, data: 0.019) G_GAN: 6.054 G_L1: 5.264 D_real: 0.041 D_fake: 0.058 +(epoch: 37, iters: 124, time: 0.294, data: 0.018) G_GAN: 7.062 G_L1: 5.276 D_real: 0.018 D_fake: 0.207 +(epoch: 37, iters: 224, time: 0.555, data: 0.017) G_GAN: 5.714 G_L1: 3.978 D_real: 0.008 D_fake: 0.041 +(epoch: 37, iters: 324, time: 0.304, data: 0.018) G_GAN: 6.473 G_L1: 6.284 D_real: 0.011 D_fake: 0.063 +(epoch: 37, iters: 424, time: 0.299, data: 0.024) G_GAN: 5.142 G_L1: 3.316 D_real: 0.004 D_fake: 0.033 +(epoch: 37, iters: 524, time: 0.302, data: 0.019) G_GAN: 4.458 G_L1: 2.326 D_real: 0.005 D_fake: 0.237 +(epoch: 37, iters: 624, time: 0.417, data: 0.019) G_GAN: 5.535 G_L1: 6.817 D_real: 0.006 D_fake: 0.319 +(epoch: 37, iters: 724, time: 0.305, data: 0.020) G_GAN: 4.830 G_L1: 7.828 D_real: 0.194 D_fake: 0.016 +(epoch: 37, iters: 824, time: 0.303, data: 0.019) G_GAN: 6.341 G_L1: 3.187 D_real: 0.069 D_fake: 0.030 +(epoch: 37, iters: 924, time: 0.285, data: 0.026) G_GAN: 5.678 G_L1: 5.378 D_real: 0.015 D_fake: 0.018 +(epoch: 37, iters: 1024, time: 0.406, data: 0.018) G_GAN: 5.874 G_L1: 6.689 D_real: 0.000 D_fake: 0.095 +(epoch: 37, iters: 1124, time: 0.290, data: 0.020) G_GAN: 7.410 G_L1: 6.266 D_real: 0.043 D_fake: 0.007 +(epoch: 37, iters: 1224, time: 0.299, data: 0.018) G_GAN: 4.797 G_L1: 4.039 D_real: 1.315 D_fake: 0.004 +(epoch: 37, iters: 1324, time: 0.299, data: 0.019) G_GAN: 5.660 G_L1: 5.794 D_real: 0.029 D_fake: 0.244 +(epoch: 37, iters: 1424, time: 0.559, data: 0.019) G_GAN: 5.570 G_L1: 5.547 D_real: 0.179 D_fake: 0.094 +(epoch: 37, iters: 1524, time: 0.299, data: 0.025) G_GAN: 7.623 G_L1: 8.436 D_real: 0.007 D_fake: 0.004 +(epoch: 37, iters: 1624, time: 0.302, data: 0.018) G_GAN: 5.153 G_L1: 3.597 D_real: 0.120 D_fake: 0.022 +(epoch: 37, iters: 1724, time: 0.294, data: 0.019) G_GAN: 7.704 G_L1: 3.053 D_real: 0.077 D_fake: 0.063 +(epoch: 37, iters: 1824, time: 0.419, data: 0.018) G_GAN: 4.851 G_L1: 4.141 D_real: 0.028 D_fake: 0.047 +(epoch: 37, iters: 1924, time: 0.294, data: 0.020) G_GAN: 7.331 G_L1: 6.317 D_real: 0.011 D_fake: 0.008 +(epoch: 37, iters: 2024, time: 0.303, data: 0.017) G_GAN: 5.122 G_L1: 3.880 D_real: 0.000 D_fake: 0.040 +(epoch: 37, iters: 2124, time: 0.301, data: 0.019) G_GAN: 4.017 G_L1: 3.741 D_real: 0.027 D_fake: 0.141 +(epoch: 37, iters: 2224, time: 0.409, data: 0.019) G_GAN: 5.494 G_L1: 4.569 D_real: 0.001 D_fake: 0.023 +(epoch: 37, iters: 2324, time: 0.300, data: 0.019) G_GAN: 4.130 G_L1: 3.476 D_real: 0.456 D_fake: 0.007 +(epoch: 37, iters: 2424, time: 0.290, data: 0.019) G_GAN: 5.092 G_L1: 6.440 D_real: 0.001 D_fake: 0.125 +(epoch: 37, iters: 2524, time: 0.302, data: 0.024) G_GAN: 6.113 G_L1: 5.472 D_real: 0.024 D_fake: 0.143 +(epoch: 37, iters: 2624, time: 0.412, data: 0.018) G_GAN: 5.895 G_L1: 4.440 D_real: 0.023 D_fake: 0.031 +(epoch: 37, iters: 2724, time: 0.299, data: 0.019) G_GAN: 6.038 G_L1: 3.404 D_real: 0.000 D_fake: 0.033 +(epoch: 37, iters: 2824, time: 0.302, data: 0.024) G_GAN: 6.104 G_L1: 3.740 D_real: 0.006 D_fake: 0.012 +(epoch: 37, iters: 2924, time: 0.290, data: 0.019) G_GAN: 6.284 G_L1: 5.274 D_real: 0.009 D_fake: 0.008 +(epoch: 37, iters: 3024, time: 0.379, data: 0.019) G_GAN: 5.147 G_L1: 8.169 D_real: 0.002 D_fake: 0.042 +(epoch: 37, iters: 3124, time: 0.290, data: 0.018) G_GAN: 7.275 G_L1: 7.363 D_real: 0.002 D_fake: 0.013 +(epoch: 37, iters: 3224, time: 0.302, data: 0.019) G_GAN: 5.031 G_L1: 9.367 D_real: 0.001 D_fake: 0.097 +(epoch: 37, iters: 3324, time: 0.303, data: 0.021) G_GAN: 6.052 G_L1: 3.529 D_real: 0.008 D_fake: 0.037 +(epoch: 37, iters: 3424, time: 0.574, data: 0.022) G_GAN: 5.001 G_L1: 5.531 D_real: 0.027 D_fake: 0.053 +(epoch: 37, iters: 3524, time: 0.300, data: 0.025) G_GAN: 7.882 G_L1: 5.788 D_real: 0.001 D_fake: 0.069 +(epoch: 37, iters: 3624, time: 0.301, data: 0.017) G_GAN: 7.141 G_L1: 4.854 D_real: 0.009 D_fake: 0.062 +(epoch: 37, iters: 3724, time: 0.289, data: 0.018) G_GAN: 5.559 G_L1: 6.861 D_real: 0.025 D_fake: 0.052 +(epoch: 37, iters: 3824, time: 0.406, data: 0.018) G_GAN: 6.165 G_L1: 4.998 D_real: 0.052 D_fake: 0.024 +(epoch: 37, iters: 3924, time: 0.307, data: 0.019) G_GAN: 6.294 G_L1: 4.758 D_real: 0.005 D_fake: 0.006 +(epoch: 37, iters: 4024, time: 0.303, data: 0.018) G_GAN: 8.465 G_L1: 4.118 D_real: 0.015 D_fake: 0.001 +(epoch: 37, iters: 4124, time: 0.295, data: 0.018) G_GAN: 6.400 G_L1: 5.823 D_real: 0.000 D_fake: 0.049 +(epoch: 37, iters: 4224, time: 0.410, data: 0.016) G_GAN: 12.358 G_L1: 4.332 D_real: 0.010 D_fake: 0.001 +(epoch: 37, iters: 4324, time: 0.288, data: 0.019) G_GAN: 5.690 G_L1: 5.121 D_real: 0.029 D_fake: 0.022 +(epoch: 37, iters: 4424, time: 0.299, data: 0.015) G_GAN: 6.724 G_L1: 7.158 D_real: 0.014 D_fake: 0.009 +(epoch: 37, iters: 4524, time: 0.286, data: 0.019) G_GAN: 7.271 G_L1: 3.705 D_real: 0.132 D_fake: 0.005 +(epoch: 37, iters: 4624, time: 0.415, data: 0.016) G_GAN: 5.042 G_L1: 5.969 D_real: 0.034 D_fake: 0.117 +(epoch: 37, iters: 4724, time: 0.294, data: 0.017) G_GAN: 7.274 G_L1: 5.218 D_real: 0.015 D_fake: 0.058 +(epoch: 37, iters: 4824, time: 0.295, data: 0.017) G_GAN: 6.421 G_L1: 3.740 D_real: 0.069 D_fake: 0.018 +(epoch: 37, iters: 4924, time: 0.289, data: 0.017) G_GAN: 7.148 G_L1: 4.174 D_real: 0.027 D_fake: 0.026 +(epoch: 37, iters: 5024, time: 0.391, data: 0.020) G_GAN: 6.412 G_L1: 3.806 D_real: 0.016 D_fake: 0.008 +(epoch: 37, iters: 5124, time: 0.298, data: 0.019) G_GAN: 6.337 G_L1: 4.051 D_real: 0.002 D_fake: 0.018 +(epoch: 37, iters: 5224, time: 0.300, data: 0.019) G_GAN: 5.128 G_L1: 6.221 D_real: 0.289 D_fake: 0.018 +(epoch: 37, iters: 5324, time: 0.292, data: 0.018) G_GAN: 8.523 G_L1: 6.819 D_real: 0.003 D_fake: 0.001 +(epoch: 37, iters: 5424, time: 0.513, data: 0.017) G_GAN: 7.667 G_L1: 3.786 D_real: 0.022 D_fake: 0.002 +(epoch: 37, iters: 5524, time: 0.300, data: 0.017) G_GAN: 3.645 G_L1: 4.195 D_real: 0.442 D_fake: 0.048 +(epoch: 37, iters: 5624, time: 0.298, data: 0.018) G_GAN: 6.055 G_L1: 4.385 D_real: 0.001 D_fake: 0.307 +(epoch: 37, iters: 5724, time: 0.291, data: 0.017) G_GAN: 9.319 G_L1: 3.580 D_real: 0.046 D_fake: 0.007 +(epoch: 37, iters: 5824, time: 0.395, data: 0.018) G_GAN: 5.565 G_L1: 3.589 D_real: 0.106 D_fake: 0.032 +(epoch: 37, iters: 5924, time: 0.295, data: 0.019) G_GAN: 4.168 G_L1: 3.285 D_real: 0.034 D_fake: 0.034 +(epoch: 37, iters: 6024, time: 0.300, data: 0.020) G_GAN: 5.723 G_L1: 3.488 D_real: 0.001 D_fake: 0.088 +(epoch: 37, iters: 6124, time: 0.302, data: 0.018) G_GAN: 4.840 G_L1: 3.831 D_real: 0.011 D_fake: 0.058 +(epoch: 37, iters: 6224, time: 0.404, data: 0.024) G_GAN: 7.104 G_L1: 7.690 D_real: 0.001 D_fake: 0.007 +(epoch: 37, iters: 6324, time: 0.304, data: 0.020) G_GAN: 6.159 G_L1: 6.715 D_real: 0.001 D_fake: 0.009 +(epoch: 37, iters: 6424, time: 0.290, data: 0.023) G_GAN: 7.551 G_L1: 4.190 D_real: 0.004 D_fake: 0.130 +(epoch: 37, iters: 6524, time: 0.301, data: 0.017) G_GAN: 9.356 G_L1: 6.032 D_real: 0.001 D_fake: 0.002 +(epoch: 37, iters: 6624, time: 0.388, data: 0.018) G_GAN: 7.819 G_L1: 6.427 D_real: 0.046 D_fake: 0.033 +(epoch: 37, iters: 6724, time: 0.296, data: 0.018) G_GAN: 7.722 G_L1: 4.380 D_real: 0.009 D_fake: 0.015 +(epoch: 37, iters: 6824, time: 0.288, data: 0.022) G_GAN: 6.381 G_L1: 4.584 D_real: 0.003 D_fake: 0.037 +(epoch: 37, iters: 6924, time: 0.301, data: 0.019) G_GAN: 4.971 G_L1: 12.081 D_real: 0.000 D_fake: 0.138 +(epoch: 37, iters: 7024, time: 0.409, data: 0.017) G_GAN: 5.776 G_L1: 3.482 D_real: 0.019 D_fake: 0.030 +(epoch: 37, iters: 7124, time: 0.302, data: 0.017) G_GAN: 10.489 G_L1: 6.118 D_real: 0.016 D_fake: 0.005 +(epoch: 37, iters: 7224, time: 0.299, data: 0.017) G_GAN: 8.572 G_L1: 3.308 D_real: 0.066 D_fake: 0.031 +(epoch: 37, iters: 7324, time: 0.294, data: 0.017) G_GAN: 5.726 G_L1: 5.375 D_real: 0.005 D_fake: 0.023 +(epoch: 37, iters: 7424, time: 0.569, data: 0.017) G_GAN: 8.155 G_L1: 5.375 D_real: 0.000 D_fake: 0.005 +(epoch: 37, iters: 7524, time: 0.301, data: 0.018) G_GAN: 7.325 G_L1: 5.975 D_real: 0.006 D_fake: 0.152 +(epoch: 37, iters: 7624, time: 0.302, data: 0.019) G_GAN: 7.890 G_L1: 7.336 D_real: 0.001 D_fake: 0.039 +(epoch: 37, iters: 7724, time: 0.301, data: 0.018) G_GAN: 9.281 G_L1: 11.499 D_real: 0.006 D_fake: 0.002 +(epoch: 37, iters: 7824, time: 0.424, data: 0.018) G_GAN: 7.696 G_L1: 15.477 D_real: 0.028 D_fake: 0.153 +(epoch: 37, iters: 7924, time: 0.296, data: 0.017) G_GAN: 8.563 G_L1: 6.147 D_real: 0.012 D_fake: 0.013 +(epoch: 37, iters: 8024, time: 0.288, data: 0.017) G_GAN: 7.224 G_L1: 4.204 D_real: 0.000 D_fake: 0.018 +(epoch: 37, iters: 8124, time: 0.289, data: 0.018) G_GAN: 6.115 G_L1: 9.609 D_real: 0.034 D_fake: 0.137 +(epoch: 37, iters: 8224, time: 0.384, data: 0.025) G_GAN: 4.448 G_L1: 5.055 D_real: 0.216 D_fake: 0.053 +(epoch: 37, iters: 8324, time: 0.297, data: 0.020) G_GAN: 6.527 G_L1: 3.888 D_real: 0.069 D_fake: 0.056 +(epoch: 37, iters: 8424, time: 0.295, data: 0.016) G_GAN: 5.496 G_L1: 4.122 D_real: 0.006 D_fake: 0.012 +(epoch: 37, iters: 8524, time: 0.296, data: 0.018) G_GAN: 5.588 G_L1: 4.331 D_real: 0.007 D_fake: 0.067 +(epoch: 37, iters: 8624, time: 0.424, data: 0.017) G_GAN: 9.163 G_L1: 6.677 D_real: 0.008 D_fake: 0.001 +(epoch: 37, iters: 8724, time: 0.301, data: 0.018) G_GAN: 5.795 G_L1: 4.733 D_real: 0.130 D_fake: 0.012 +(epoch: 37, iters: 8824, time: 0.293, data: 0.017) G_GAN: 9.200 G_L1: 4.189 D_real: 0.915 D_fake: 0.005 +(epoch: 37, iters: 8924, time: 0.302, data: 0.019) G_GAN: 13.294 G_L1: 5.163 D_real: 0.187 D_fake: 0.001 +(epoch: 37, iters: 9024, time: 0.422, data: 0.020) G_GAN: 6.886 G_L1: 4.827 D_real: 0.000 D_fake: 0.195 +(epoch: 37, iters: 9124, time: 0.289, data: 0.019) G_GAN: 7.763 G_L1: 11.569 D_real: 0.000 D_fake: 0.036 +(epoch: 37, iters: 9224, time: 0.293, data: 0.018) G_GAN: 9.217 G_L1: 4.780 D_real: 0.004 D_fake: 0.002 +(epoch: 37, iters: 9324, time: 0.294, data: 0.017) G_GAN: 5.276 G_L1: 2.134 D_real: 0.030 D_fake: 0.125 +(epoch: 37, iters: 9424, time: 0.600, data: 0.019) G_GAN: 6.258 G_L1: 6.824 D_real: 0.002 D_fake: 0.044 +(epoch: 37, iters: 9524, time: 0.302, data: 0.019) G_GAN: 7.247 G_L1: 4.925 D_real: 0.000 D_fake: 0.416 +(epoch: 37, iters: 9624, time: 0.296, data: 0.018) G_GAN: 5.779 G_L1: 8.535 D_real: 0.000 D_fake: 0.219 +(epoch: 37, iters: 9724, time: 0.299, data: 0.017) G_GAN: 10.618 G_L1: 5.741 D_real: 0.003 D_fake: 0.005 +(epoch: 37, iters: 9824, time: 0.420, data: 0.018) G_GAN: 5.036 G_L1: 5.203 D_real: 0.000 D_fake: 0.044 +(epoch: 37, iters: 9924, time: 0.302, data: 0.021) G_GAN: 3.009 G_L1: 6.311 D_real: 0.000 D_fake: 0.034 +(epoch: 37, iters: 10024, time: 0.297, data: 0.020) G_GAN: 3.890 G_L1: 6.488 D_real: 0.570 D_fake: 0.056 +(epoch: 37, iters: 10124, time: 0.305, data: 0.019) G_GAN: 6.075 G_L1: 4.572 D_real: 0.000 D_fake: 0.008 +(epoch: 37, iters: 10224, time: 0.391, data: 0.025) G_GAN: 4.858 G_L1: 6.549 D_real: 0.000 D_fake: 0.092 +(epoch: 37, iters: 10324, time: 0.301, data: 0.020) G_GAN: 6.051 G_L1: 3.678 D_real: 0.001 D_fake: 0.016 +(epoch: 37, iters: 10424, time: 0.284, data: 0.019) G_GAN: 4.418 G_L1: 4.507 D_real: 0.017 D_fake: 0.219 +(epoch: 37, iters: 10524, time: 0.304, data: 0.017) G_GAN: 4.685 G_L1: 5.929 D_real: 0.000 D_fake: 0.125 +(epoch: 37, iters: 10624, time: 0.415, data: 0.018) G_GAN: 4.933 G_L1: 3.850 D_real: 0.000 D_fake: 0.281 +(epoch: 37, iters: 10724, time: 0.302, data: 0.019) G_GAN: 6.675 G_L1: 6.234 D_real: 0.000 D_fake: 0.014 +(epoch: 37, iters: 10824, time: 0.300, data: 0.019) G_GAN: 3.843 G_L1: 4.378 D_real: 0.000 D_fake: 0.537 +(epoch: 37, iters: 10924, time: 0.285, data: 0.020) G_GAN: 4.091 G_L1: 6.707 D_real: 0.000 D_fake: 0.251 +(epoch: 37, iters: 11024, time: 0.410, data: 0.016) G_GAN: 3.433 G_L1: 3.216 D_real: 0.165 D_fake: 0.078 +(epoch: 37, iters: 11124, time: 0.302, data: 0.019) G_GAN: 4.679 G_L1: 4.174 D_real: 0.000 D_fake: 0.167 +(epoch: 37, iters: 11224, time: 0.307, data: 0.019) G_GAN: 6.927 G_L1: 5.755 D_real: 0.380 D_fake: 0.002 +(epoch: 37, iters: 11324, time: 0.305, data: 0.020) G_GAN: 3.845 G_L1: 5.143 D_real: 0.000 D_fake: 0.224 +(epoch: 37, iters: 11424, time: 0.565, data: 0.018) G_GAN: 5.439 G_L1: 6.232 D_real: 0.000 D_fake: 0.026 +(epoch: 37, iters: 11524, time: 0.295, data: 0.019) G_GAN: 4.634 G_L1: 3.834 D_real: 0.000 D_fake: 0.116 +(epoch: 37, iters: 11624, time: 0.293, data: 0.018) G_GAN: 4.363 G_L1: 4.639 D_real: 0.001 D_fake: 0.057 +(epoch: 37, iters: 11724, time: 0.302, data: 0.017) G_GAN: 4.429 G_L1: 6.009 D_real: 0.000 D_fake: 0.013 +(epoch: 37, iters: 11824, time: 0.395, data: 0.018) G_GAN: 5.131 G_L1: 7.176 D_real: 0.000 D_fake: 0.033 +(epoch: 37, iters: 11924, time: 0.301, data: 0.019) G_GAN: 6.208 G_L1: 4.719 D_real: 0.001 D_fake: 0.006 +(epoch: 37, iters: 12024, time: 0.296, data: 0.019) G_GAN: 4.734 G_L1: 4.134 D_real: 0.001 D_fake: 0.041 +(epoch: 37, iters: 12124, time: 0.297, data: 0.019) G_GAN: 4.287 G_L1: 6.991 D_real: 0.000 D_fake: 0.288 +(epoch: 37, iters: 12224, time: 0.423, data: 0.018) G_GAN: 4.852 G_L1: 8.970 D_real: 0.000 D_fake: 0.353 +(epoch: 37, iters: 12324, time: 0.280, data: 0.018) G_GAN: 5.509 G_L1: 6.488 D_real: 0.000 D_fake: 0.981 +(epoch: 37, iters: 12424, time: 0.309, data: 0.016) G_GAN: 4.456 G_L1: 4.127 D_real: 0.001 D_fake: 0.098 +(epoch: 37, iters: 12524, time: 0.301, data: 0.018) G_GAN: 3.030 G_L1: 4.008 D_real: 0.000 D_fake: 0.368 +(epoch: 37, iters: 12624, time: 0.413, data: 0.018) G_GAN: 3.985 G_L1: 3.916 D_real: 0.005 D_fake: 0.004 +(epoch: 37, iters: 12724, time: 0.300, data: 0.019) G_GAN: 4.191 G_L1: 3.929 D_real: 0.000 D_fake: 0.084 +(epoch: 37, iters: 12824, time: 0.291, data: 0.019) G_GAN: 3.420 G_L1: 6.412 D_real: 0.000 D_fake: 0.215 +(epoch: 37, iters: 12924, time: 0.291, data: 0.018) G_GAN: 1.550 G_L1: 3.347 D_real: 0.741 D_fake: 0.067 +(epoch: 37, iters: 13024, time: 0.385, data: 0.019) G_GAN: 4.100 G_L1: 4.501 D_real: 0.000 D_fake: 0.241 +(epoch: 37, iters: 13124, time: 0.305, data: 0.018) G_GAN: 4.857 G_L1: 2.200 D_real: 0.022 D_fake: 0.147 +(epoch: 37, iters: 13224, time: 0.300, data: 0.020) G_GAN: 6.163 G_L1: 4.011 D_real: 0.006 D_fake: 0.029 +(epoch: 37, iters: 13324, time: 0.310, data: 0.018) G_GAN: 3.719 G_L1: 5.629 D_real: 0.000 D_fake: 0.210 +(epoch: 37, iters: 13424, time: 0.581, data: 0.018) G_GAN: 3.973 G_L1: 8.228 D_real: 0.000 D_fake: 0.267 +(epoch: 37, iters: 13524, time: 0.301, data: 0.020) G_GAN: 3.304 G_L1: 4.418 D_real: 0.003 D_fake: 0.094 +(epoch: 37, iters: 13624, time: 0.298, data: 0.018) G_GAN: 4.518 G_L1: 3.898 D_real: 0.002 D_fake: 0.026 +(epoch: 37, iters: 13724, time: 0.293, data: 0.018) G_GAN: 5.972 G_L1: 6.748 D_real: 0.064 D_fake: 0.060 +(epoch: 37, iters: 13824, time: 0.406, data: 0.019) G_GAN: 3.312 G_L1: 3.873 D_real: 0.115 D_fake: 0.129 +(epoch: 37, iters: 13924, time: 0.305, data: 0.018) G_GAN: 2.684 G_L1: 5.427 D_real: 0.000 D_fake: 0.091 +(epoch: 37, iters: 14024, time: 0.301, data: 0.020) G_GAN: 3.073 G_L1: 5.121 D_real: 0.000 D_fake: 0.291 +(epoch: 37, iters: 14124, time: 0.296, data: 0.018) G_GAN: 3.797 G_L1: 3.227 D_real: 0.001 D_fake: 0.132 +(epoch: 37, iters: 14224, time: 0.388, data: 0.018) G_GAN: 3.602 G_L1: 6.370 D_real: 0.007 D_fake: 0.342 +(epoch: 37, iters: 14324, time: 0.299, data: 0.023) G_GAN: 4.128 G_L1: 3.835 D_real: 0.001 D_fake: 0.033 +(epoch: 37, iters: 14424, time: 0.297, data: 0.018) G_GAN: 5.283 G_L1: 7.515 D_real: 0.000 D_fake: 0.156 +(epoch: 37, iters: 14524, time: 0.299, data: 0.020) G_GAN: 3.975 G_L1: 4.021 D_real: 0.012 D_fake: 0.031 +(epoch: 37, iters: 14624, time: 0.421, data: 0.020) G_GAN: 6.117 G_L1: 7.338 D_real: 0.000 D_fake: 0.030 +(epoch: 37, iters: 14724, time: 0.295, data: 0.019) G_GAN: 3.462 G_L1: 4.289 D_real: 0.001 D_fake: 0.326 +(epoch: 37, iters: 14824, time: 0.294, data: 0.018) G_GAN: 3.060 G_L1: 4.381 D_real: 0.000 D_fake: 0.239 +(epoch: 37, iters: 14924, time: 0.290, data: 0.018) G_GAN: 3.806 G_L1: 4.409 D_real: 0.000 D_fake: 0.468 +(epoch: 37, iters: 15024, time: 0.424, data: 0.019) G_GAN: 2.283 G_L1: 4.464 D_real: 0.000 D_fake: 0.591 +(epoch: 37, iters: 15124, time: 0.304, data: 0.019) G_GAN: 3.325 G_L1: 4.955 D_real: 0.000 D_fake: 0.154 +(epoch: 37, iters: 15224, time: 0.303, data: 0.019) G_GAN: 4.078 G_L1: 6.941 D_real: 0.000 D_fake: 0.234 +(epoch: 37, iters: 15324, time: 0.287, data: 0.018) G_GAN: 3.546 G_L1: 5.690 D_real: 0.000 D_fake: 0.036 +(epoch: 37, iters: 15424, time: 0.519, data: 0.018) G_GAN: 3.668 G_L1: 3.761 D_real: 0.000 D_fake: 0.282 +(epoch: 37, iters: 15524, time: 0.295, data: 0.019) G_GAN: 4.514 G_L1: 4.664 D_real: 0.001 D_fake: 0.039 +(epoch: 37, iters: 15624, time: 0.294, data: 0.019) G_GAN: 3.741 G_L1: 5.772 D_real: 0.000 D_fake: 0.113 +(epoch: 37, iters: 15724, time: 0.292, data: 0.017) G_GAN: 4.495 G_L1: 4.426 D_real: 0.000 D_fake: 0.644 +(epoch: 37, iters: 15824, time: 0.425, data: 0.018) G_GAN: 3.771 G_L1: 7.993 D_real: 0.002 D_fake: 0.231 +(epoch: 37, iters: 15924, time: 0.299, data: 0.019) G_GAN: 2.813 G_L1: 5.143 D_real: 0.000 D_fake: 0.152 +(epoch: 37, iters: 16024, time: 0.292, data: 0.017) G_GAN: 3.479 G_L1: 4.189 D_real: 0.000 D_fake: 0.206 +(epoch: 37, iters: 16124, time: 0.296, data: 0.018) G_GAN: 2.483 G_L1: 7.088 D_real: 0.001 D_fake: 0.589 +(epoch: 37, iters: 16224, time: 0.422, data: 0.018) G_GAN: 4.313 G_L1: 6.420 D_real: 0.000 D_fake: 0.021 +(epoch: 37, iters: 16324, time: 0.288, data: 0.019) G_GAN: 2.729 G_L1: 4.361 D_real: 0.000 D_fake: 0.458 +(epoch: 37, iters: 16424, time: 0.300, data: 0.018) G_GAN: 3.929 G_L1: 4.000 D_real: 0.000 D_fake: 0.520 +(epoch: 37, iters: 16524, time: 0.305, data: 0.018) G_GAN: 3.239 G_L1: 3.999 D_real: 0.000 D_fake: 0.308 +(epoch: 37, iters: 16624, time: 0.413, data: 0.020) G_GAN: 3.184 G_L1: 6.801 D_real: 0.009 D_fake: 0.364 +(epoch: 37, iters: 16724, time: 0.294, data: 0.020) G_GAN: 2.250 G_L1: 4.481 D_real: 0.001 D_fake: 0.423 +(epoch: 37, iters: 16824, time: 0.295, data: 0.018) G_GAN: 2.993 G_L1: 4.588 D_real: 0.000 D_fake: 0.172 +(epoch: 37, iters: 16924, time: 0.295, data: 0.018) G_GAN: 4.266 G_L1: 7.692 D_real: 0.006 D_fake: 0.191 +(epoch: 37, iters: 17024, time: 0.418, data: 0.020) G_GAN: 2.939 G_L1: 4.159 D_real: 0.000 D_fake: 0.689 +(epoch: 37, iters: 17124, time: 0.305, data: 0.019) G_GAN: 3.162 G_L1: 4.570 D_real: 0.000 D_fake: 0.247 +(epoch: 37, iters: 17224, time: 0.303, data: 0.019) G_GAN: 5.126 G_L1: 6.090 D_real: 0.005 D_fake: 0.024 +(epoch: 37, iters: 17324, time: 0.291, data: 0.024) G_GAN: 2.786 G_L1: 6.343 D_real: 0.001 D_fake: 0.186 +(epoch: 37, iters: 17424, time: 0.571, data: 0.019) G_GAN: 2.712 G_L1: 4.053 D_real: 0.000 D_fake: 0.273 +(epoch: 37, iters: 17524, time: 0.292, data: 0.019) G_GAN: 5.398 G_L1: 7.381 D_real: 0.000 D_fake: 0.122 +(epoch: 37, iters: 17624, time: 0.301, data: 0.021) G_GAN: 3.803 G_L1: 5.234 D_real: 0.000 D_fake: 0.121 +(epoch: 37, iters: 17724, time: 0.305, data: 0.018) G_GAN: 3.252 G_L1: 4.470 D_real: 0.000 D_fake: 0.162 +(epoch: 37, iters: 17824, time: 0.386, data: 0.020) G_GAN: 2.074 G_L1: 4.219 D_real: 0.000 D_fake: 0.593 +(epoch: 37, iters: 17924, time: 0.298, data: 0.018) G_GAN: 3.432 G_L1: 5.797 D_real: 0.000 D_fake: 0.106 +(epoch: 37, iters: 18024, time: 0.304, data: 0.020) G_GAN: 3.313 G_L1: 5.881 D_real: 0.000 D_fake: 0.238 +(epoch: 37, iters: 18124, time: 0.299, data: 0.018) G_GAN: 2.579 G_L1: 4.825 D_real: 0.000 D_fake: 0.692 +(epoch: 37, iters: 18224, time: 0.424, data: 0.020) G_GAN: 5.117 G_L1: 6.687 D_real: 0.000 D_fake: 0.298 +(epoch: 37, iters: 18324, time: 0.294, data: 0.019) G_GAN: 2.330 G_L1: 5.202 D_real: 0.000 D_fake: 0.182 +(epoch: 37, iters: 18424, time: 0.294, data: 0.018) G_GAN: 3.395 G_L1: 4.749 D_real: 0.000 D_fake: 0.153 +(epoch: 37, iters: 18524, time: 0.286, data: 0.017) G_GAN: 2.243 G_L1: 3.499 D_real: 0.000 D_fake: 0.673 +(epoch: 37, iters: 18624, time: 0.388, data: 0.018) G_GAN: 3.393 G_L1: 3.405 D_real: 0.003 D_fake: 0.055 +(epoch: 37, iters: 18724, time: 0.293, data: 0.018) G_GAN: 2.551 G_L1: 4.462 D_real: 0.000 D_fake: 0.229 +(epoch: 37, iters: 18824, time: 0.287, data: 0.017) G_GAN: 3.344 G_L1: 7.654 D_real: 0.000 D_fake: 0.175 +(epoch: 37, iters: 18924, time: 0.289, data: 0.016) G_GAN: 2.271 G_L1: 4.543 D_real: 0.000 D_fake: 0.269 +(epoch: 37, iters: 19024, time: 0.420, data: 0.019) G_GAN: 4.166 G_L1: 6.862 D_real: 0.000 D_fake: 0.091 +(epoch: 37, iters: 19124, time: 0.303, data: 0.019) G_GAN: 2.739 G_L1: 3.581 D_real: 0.000 D_fake: 0.568 +(epoch: 37, iters: 19224, time: 0.302, data: 0.019) G_GAN: 2.316 G_L1: 4.071 D_real: 0.000 D_fake: 0.287 +(epoch: 37, iters: 19324, time: 0.296, data: 0.019) G_GAN: 4.624 G_L1: 5.481 D_real: 0.001 D_fake: 0.132 +(epoch: 37, iters: 19424, time: 0.580, data: 0.018) G_GAN: 3.072 G_L1: 4.517 D_real: 0.003 D_fake: 0.589 +(epoch: 37, iters: 19524, time: 0.293, data: 0.019) G_GAN: 3.564 G_L1: 3.336 D_real: 0.001 D_fake: 0.281 +(epoch: 37, iters: 19624, time: 0.304, data: 0.019) G_GAN: 2.086 G_L1: 3.419 D_real: 0.000 D_fake: 0.376 +(epoch: 37, iters: 19724, time: 0.296, data: 0.018) G_GAN: 2.308 G_L1: 4.258 D_real: 0.002 D_fake: 0.399 +(epoch: 37, iters: 19824, time: 0.422, data: 0.019) G_GAN: 3.008 G_L1: 8.270 D_real: 0.035 D_fake: 0.486 +(epoch: 37, iters: 19924, time: 0.299, data: 0.019) G_GAN: 3.941 G_L1: 3.946 D_real: 0.000 D_fake: 0.815 +(epoch: 37, iters: 20024, time: 0.295, data: 0.020) G_GAN: 2.566 G_L1: 4.466 D_real: 0.000 D_fake: 0.407 +(epoch: 37, iters: 20124, time: 0.303, data: 0.018) G_GAN: 2.785 G_L1: 4.366 D_real: 0.000 D_fake: 0.633 +(epoch: 37, iters: 20224, time: 0.422, data: 0.018) G_GAN: 6.793 G_L1: 4.720 D_real: 0.000 D_fake: 0.385 +(epoch: 37, iters: 20324, time: 0.289, data: 0.019) G_GAN: 2.325 G_L1: 4.175 D_real: 0.001 D_fake: 0.482 +(epoch: 37, iters: 20424, time: 0.304, data: 0.019) G_GAN: 2.730 G_L1: 5.569 D_real: 0.000 D_fake: 0.430 +(epoch: 37, iters: 20524, time: 0.300, data: 0.019) G_GAN: 1.377 G_L1: 4.782 D_real: 0.001 D_fake: 0.739 +(epoch: 37, iters: 20624, time: 0.427, data: 0.020) G_GAN: 2.902 G_L1: 6.340 D_real: 0.001 D_fake: 0.328 +(epoch: 37, iters: 20724, time: 0.300, data: 0.020) G_GAN: 3.010 G_L1: 9.269 D_real: 0.000 D_fake: 0.182 +(epoch: 37, iters: 20824, time: 0.304, data: 0.017) G_GAN: 3.369 G_L1: 6.468 D_real: 0.000 D_fake: 0.597 +(epoch: 37, iters: 20924, time: 0.302, data: 0.018) G_GAN: 2.594 G_L1: 5.407 D_real: 0.000 D_fake: 0.531 +(epoch: 37, iters: 21024, time: 0.424, data: 0.018) G_GAN: 1.610 G_L1: 4.947 D_real: 0.000 D_fake: 0.378 +(epoch: 37, iters: 21124, time: 0.301, data: 0.020) G_GAN: 2.098 G_L1: 4.123 D_real: 0.000 D_fake: 0.408 +(epoch: 37, iters: 21224, time: 0.306, data: 0.020) G_GAN: 2.501 G_L1: 3.468 D_real: 0.001 D_fake: 0.093 +(epoch: 37, iters: 21324, time: 0.302, data: 0.018) G_GAN: 3.185 G_L1: 4.659 D_real: 0.000 D_fake: 0.111 +(epoch: 37, iters: 21424, time: 0.564, data: 0.019) G_GAN: 3.254 G_L1: 5.174 D_real: 0.000 D_fake: 0.103 +(epoch: 37, iters: 21524, time: 0.296, data: 0.018) G_GAN: 2.125 G_L1: 5.298 D_real: 0.000 D_fake: 0.366 +(epoch: 37, iters: 21624, time: 0.295, data: 0.017) G_GAN: 1.830 G_L1: 3.468 D_real: 0.000 D_fake: 0.581 +(epoch: 37, iters: 21724, time: 0.302, data: 0.019) G_GAN: 4.009 G_L1: 6.701 D_real: 0.003 D_fake: 0.185 +(epoch: 37, iters: 21824, time: 0.399, data: 0.020) G_GAN: 2.646 G_L1: 4.652 D_real: 0.002 D_fake: 0.139 +(epoch: 37, iters: 21924, time: 0.293, data: 0.019) G_GAN: 2.069 G_L1: 4.193 D_real: 0.000 D_fake: 0.462 +(epoch: 37, iters: 22024, time: 0.295, data: 0.019) G_GAN: 3.415 G_L1: 8.360 D_real: 0.000 D_fake: 0.940 +(epoch: 37, iters: 22124, time: 0.303, data: 0.018) G_GAN: 2.151 G_L1: 4.992 D_real: 0.002 D_fake: 0.804 +(epoch: 37, iters: 22224, time: 0.406, data: 0.019) G_GAN: 1.628 G_L1: 4.075 D_real: 0.000 D_fake: 0.240 +(epoch: 37, iters: 22324, time: 0.304, data: 0.019) G_GAN: 1.326 G_L1: 5.213 D_real: 0.000 D_fake: 0.904 +(epoch: 37, iters: 22424, time: 0.303, data: 0.019) G_GAN: 5.462 G_L1: 6.505 D_real: 0.001 D_fake: 0.016 +(epoch: 37, iters: 22524, time: 0.306, data: 0.018) G_GAN: 4.052 G_L1: 8.694 D_real: 0.002 D_fake: 0.027 +(epoch: 37, iters: 22624, time: 0.419, data: 0.018) G_GAN: 2.242 G_L1: 3.869 D_real: 0.001 D_fake: 0.189 +(epoch: 37, iters: 22724, time: 0.300, data: 0.019) G_GAN: 2.044 G_L1: 4.483 D_real: 0.000 D_fake: 0.326 +(epoch: 37, iters: 22824, time: 0.303, data: 0.019) G_GAN: 3.184 G_L1: 5.991 D_real: 0.006 D_fake: 0.226 +(epoch: 37, iters: 22924, time: 0.309, data: 0.018) G_GAN: 5.755 G_L1: 11.586 D_real: 0.028 D_fake: 0.864 +(epoch: 37, iters: 23024, time: 0.419, data: 0.019) G_GAN: 1.928 G_L1: 5.285 D_real: 0.005 D_fake: 0.963 +(epoch: 37, iters: 23124, time: 0.301, data: 0.019) G_GAN: 1.830 G_L1: 4.707 D_real: 0.000 D_fake: 0.313 +(epoch: 37, iters: 23224, time: 0.302, data: 0.019) G_GAN: 7.699 G_L1: 9.695 D_real: 0.000 D_fake: 0.051 +(epoch: 37, iters: 23324, time: 0.305, data: 0.018) G_GAN: 1.789 G_L1: 3.840 D_real: 0.000 D_fake: 0.484 +(epoch: 37, iters: 23424, time: 0.528, data: 0.019) G_GAN: 2.935 G_L1: 6.500 D_real: 0.000 D_fake: 0.368 +(epoch: 37, iters: 23524, time: 0.295, data: 0.019) G_GAN: 3.128 G_L1: 7.317 D_real: 0.000 D_fake: 0.354 +(epoch: 37, iters: 23624, time: 0.301, data: 0.018) G_GAN: 1.671 G_L1: 4.274 D_real: 0.000 D_fake: 0.385 +(epoch: 37, iters: 23724, time: 0.301, data: 0.019) G_GAN: 2.219 G_L1: 6.230 D_real: 0.000 D_fake: 0.368 +(epoch: 37, iters: 23824, time: 0.427, data: 0.019) G_GAN: 3.508 G_L1: 7.790 D_real: 0.014 D_fake: 0.502 +(epoch: 37, iters: 23924, time: 0.297, data: 0.019) G_GAN: 3.039 G_L1: 5.734 D_real: 0.000 D_fake: 0.090 +(epoch: 37, iters: 24024, time: 0.296, data: 0.019) G_GAN: 1.469 G_L1: 4.401 D_real: 0.005 D_fake: 0.459 +(epoch: 37, iters: 24124, time: 0.305, data: 0.018) G_GAN: 2.487 G_L1: 4.914 D_real: 0.002 D_fake: 0.338 +(epoch: 37, iters: 24224, time: 0.432, data: 0.020) G_GAN: 3.566 G_L1: 7.984 D_real: 0.001 D_fake: 0.055 +(epoch: 37, iters: 24324, time: 0.303, data: 0.019) G_GAN: 2.829 G_L1: 4.863 D_real: 0.003 D_fake: 0.959 +(epoch: 37, iters: 24424, time: 0.300, data: 0.019) G_GAN: 1.971 G_L1: 3.367 D_real: 0.003 D_fake: 0.295 +(epoch: 37, iters: 24524, time: 0.304, data: 0.019) G_GAN: 2.940 G_L1: 11.508 D_real: 0.001 D_fake: 0.251 +(epoch: 37, iters: 24624, time: 0.429, data: 0.020) G_GAN: 2.016 G_L1: 4.820 D_real: 0.005 D_fake: 0.300 +(epoch: 37, iters: 24724, time: 0.305, data: 0.019) G_GAN: 1.786 G_L1: 3.306 D_real: 0.003 D_fake: 0.163 +(epoch: 37, iters: 24824, time: 0.305, data: 0.019) G_GAN: 3.555 G_L1: 6.295 D_real: 0.000 D_fake: 0.141 +(epoch: 37, iters: 24924, time: 0.302, data: 0.018) G_GAN: 2.273 G_L1: 4.768 D_real: 0.000 D_fake: 0.375 +(epoch: 37, iters: 25024, time: 0.431, data: 0.017) G_GAN: 2.212 G_L1: 4.757 D_real: 0.000 D_fake: 0.434 +(epoch: 37, iters: 25124, time: 0.299, data: 0.021) G_GAN: 2.543 G_L1: 11.566 D_real: 0.000 D_fake: 0.563 +(epoch: 37, iters: 25224, time: 0.296, data: 0.019) G_GAN: 2.509 G_L1: 6.553 D_real: 0.001 D_fake: 0.388 +(epoch: 37, iters: 25324, time: 0.295, data: 0.017) G_GAN: 2.308 G_L1: 5.411 D_real: 0.000 D_fake: 1.053 +(epoch: 37, iters: 25424, time: 0.561, data: 0.022) G_GAN: 1.399 G_L1: 4.265 D_real: 0.002 D_fake: 0.402 +(epoch: 37, iters: 25524, time: 0.309, data: 0.017) G_GAN: 1.194 G_L1: 4.159 D_real: 0.001 D_fake: 0.347 +(epoch: 37, iters: 25624, time: 0.298, data: 0.018) G_GAN: 2.203 G_L1: 4.156 D_real: 0.000 D_fake: 0.215 +(epoch: 37, iters: 25724, time: 0.297, data: 0.018) G_GAN: 2.138 G_L1: 3.770 D_real: 0.000 D_fake: 0.313 +(epoch: 37, iters: 25824, time: 0.393, data: 0.020) G_GAN: 1.975 G_L1: 4.760 D_real: 0.000 D_fake: 0.511 +(epoch: 37, iters: 25924, time: 0.299, data: 0.019) G_GAN: 1.879 G_L1: 4.901 D_real: 0.031 D_fake: 0.487 +(epoch: 37, iters: 26024, time: 0.305, data: 0.019) G_GAN: 1.991 G_L1: 5.397 D_real: 0.001 D_fake: 0.294 +(epoch: 37, iters: 26124, time: 0.307, data: 0.018) G_GAN: 0.915 G_L1: 4.338 D_real: 0.000 D_fake: 0.968 +(epoch: 37, iters: 26224, time: 0.421, data: 0.022) G_GAN: 1.777 G_L1: 6.390 D_real: 0.000 D_fake: 0.605 +(epoch: 37, iters: 26324, time: 0.296, data: 0.019) G_GAN: 2.221 G_L1: 4.967 D_real: 0.001 D_fake: 0.417 +(epoch: 37, iters: 26424, time: 0.299, data: 0.018) G_GAN: 1.659 G_L1: 3.099 D_real: 0.009 D_fake: 0.375 +(epoch: 37, iters: 26524, time: 0.288, data: 0.018) G_GAN: 1.667 G_L1: 5.087 D_real: 0.000 D_fake: 0.558 +(epoch: 37, iters: 26624, time: 0.420, data: 0.018) G_GAN: 1.271 G_L1: 6.043 D_real: 0.000 D_fake: 0.891 +(epoch: 37, iters: 26724, time: 0.306, data: 0.018) G_GAN: 2.332 G_L1: 4.899 D_real: 0.004 D_fake: 0.170 +(epoch: 37, iters: 26824, time: 0.297, data: 0.019) G_GAN: 0.853 G_L1: 3.911 D_real: 0.002 D_fake: 1.255 +(epoch: 37, iters: 26924, time: 0.288, data: 0.017) G_GAN: 1.810 G_L1: 4.284 D_real: 0.013 D_fake: 0.327 +(epoch: 37, iters: 27024, time: 0.418, data: 0.017) G_GAN: 3.552 G_L1: 9.526 D_real: 0.000 D_fake: 0.654 +(epoch: 37, iters: 27124, time: 0.307, data: 0.020) G_GAN: 2.854 G_L1: 5.935 D_real: 0.000 D_fake: 0.194 +(epoch: 37, iters: 27224, time: 0.300, data: 0.020) G_GAN: 2.999 G_L1: 7.358 D_real: 0.001 D_fake: 0.232 +(epoch: 37, iters: 27324, time: 0.301, data: 0.018) G_GAN: 2.351 G_L1: 3.716 D_real: 0.001 D_fake: 1.106 +(epoch: 37, iters: 27424, time: 0.578, data: 0.019) G_GAN: 1.713 G_L1: 5.611 D_real: 0.000 D_fake: 0.369 +(epoch: 37, iters: 27524, time: 0.303, data: 0.016) G_GAN: 1.645 G_L1: 4.263 D_real: 0.000 D_fake: 1.044 +(epoch: 37, iters: 27624, time: 0.304, data: 0.018) G_GAN: 2.401 G_L1: 3.725 D_real: 0.009 D_fake: 0.224 +(epoch: 37, iters: 27724, time: 0.298, data: 0.019) G_GAN: 1.428 G_L1: 4.678 D_real: 0.000 D_fake: 0.716 +(epoch: 37, iters: 27824, time: 0.389, data: 0.017) G_GAN: 2.680 G_L1: 5.232 D_real: 0.000 D_fake: 0.274 +(epoch: 37, iters: 27924, time: 0.301, data: 0.018) G_GAN: 2.117 G_L1: 5.670 D_real: 0.000 D_fake: 1.384 +(epoch: 37, iters: 28024, time: 0.297, data: 0.018) G_GAN: 1.624 G_L1: 2.907 D_real: 0.003 D_fake: 0.529 +(epoch: 37, iters: 28124, time: 0.297, data: 0.018) G_GAN: 2.008 G_L1: 4.149 D_real: 0.000 D_fake: 0.436 +(epoch: 37, iters: 28224, time: 0.414, data: 0.018) G_GAN: 1.922 G_L1: 3.900 D_real: 0.000 D_fake: 0.230 +(epoch: 37, iters: 28324, time: 0.302, data: 0.019) G_GAN: 1.769 G_L1: 5.802 D_real: 0.002 D_fake: 1.060 +(epoch: 37, iters: 28424, time: 0.286, data: 0.019) G_GAN: 2.027 G_L1: 3.432 D_real: 0.001 D_fake: 0.300 +(epoch: 37, iters: 28524, time: 0.291, data: 0.018) G_GAN: 1.509 G_L1: 3.270 D_real: 0.001 D_fake: 0.467 +(epoch: 37, iters: 28624, time: 0.406, data: 0.020) G_GAN: 2.163 G_L1: 5.030 D_real: 0.002 D_fake: 0.230 +(epoch: 37, iters: 28724, time: 0.293, data: 0.019) G_GAN: 1.744 G_L1: 4.820 D_real: 0.000 D_fake: 0.448 +(epoch: 37, iters: 28824, time: 0.298, data: 0.017) G_GAN: 3.197 G_L1: 8.297 D_real: 0.000 D_fake: 0.686 +(epoch: 37, iters: 28924, time: 0.306, data: 0.019) G_GAN: 2.226 G_L1: 5.805 D_real: 0.001 D_fake: 0.213 +(epoch: 37, iters: 29024, time: 0.409, data: 0.019) G_GAN: 1.982 G_L1: 3.802 D_real: 0.000 D_fake: 0.233 +(epoch: 37, iters: 29124, time: 0.297, data: 0.016) G_GAN: 1.665 G_L1: 4.210 D_real: 0.000 D_fake: 0.345 +(epoch: 37, iters: 29224, time: 0.297, data: 0.020) G_GAN: 1.005 G_L1: 4.986 D_real: 0.001 D_fake: 0.882 +(epoch: 37, iters: 29324, time: 0.297, data: 0.017) G_GAN: 1.562 G_L1: 6.070 D_real: 0.000 D_fake: 0.887 +(epoch: 37, iters: 29424, time: 0.552, data: 0.017) G_GAN: 2.345 G_L1: 5.827 D_real: 0.000 D_fake: 0.304 +(epoch: 37, iters: 29524, time: 0.301, data: 0.018) G_GAN: 2.180 G_L1: 3.759 D_real: 0.002 D_fake: 0.350 +(epoch: 37, iters: 29624, time: 0.297, data: 0.018) G_GAN: 1.434 G_L1: 3.759 D_real: 0.001 D_fake: 0.385 +(epoch: 37, iters: 29724, time: 0.304, data: 0.017) G_GAN: 1.396 G_L1: 3.572 D_real: 0.001 D_fake: 0.323 +(epoch: 37, iters: 29824, time: 0.414, data: 0.019) G_GAN: 1.779 G_L1: 3.874 D_real: 0.000 D_fake: 0.319 +(epoch: 37, iters: 29924, time: 0.302, data: 0.019) G_GAN: 2.273 G_L1: 4.834 D_real: 0.000 D_fake: 0.351 +(epoch: 37, iters: 30024, time: 0.302, data: 0.018) G_GAN: 3.562 G_L1: 5.912 D_real: 0.003 D_fake: 0.278 +(epoch: 37, iters: 30124, time: 0.301, data: 0.018) G_GAN: 2.464 G_L1: 5.033 D_real: 0.000 D_fake: 0.291 +(epoch: 37, iters: 30224, time: 0.397, data: 0.019) G_GAN: 1.588 G_L1: 4.761 D_real: 0.003 D_fake: 0.555 +(epoch: 37, iters: 30324, time: 0.305, data: 0.020) G_GAN: 1.555 G_L1: 6.380 D_real: 0.000 D_fake: 0.677 +(epoch: 37, iters: 30424, time: 0.293, data: 0.019) G_GAN: 2.190 G_L1: 3.933 D_real: 0.001 D_fake: 0.516 +(epoch: 37, iters: 30524, time: 0.298, data: 0.017) G_GAN: 1.353 G_L1: 6.218 D_real: 0.005 D_fake: 0.674 +(epoch: 37, iters: 30624, time: 0.389, data: 0.018) G_GAN: 1.180 G_L1: 3.750 D_real: 0.005 D_fake: 0.428 +(epoch: 37, iters: 30724, time: 0.304, data: 0.019) G_GAN: 2.095 G_L1: 4.473 D_real: 0.000 D_fake: 0.493 +(epoch: 37, iters: 30824, time: 0.288, data: 0.018) G_GAN: 1.661 G_L1: 3.901 D_real: 0.001 D_fake: 0.338 +(epoch: 37, iters: 30924, time: 0.298, data: 0.017) G_GAN: 1.688 G_L1: 5.839 D_real: 0.000 D_fake: 0.663 +(epoch: 37, iters: 31024, time: 0.388, data: 0.018) G_GAN: 2.397 G_L1: 4.116 D_real: 0.000 D_fake: 0.210 +(epoch: 37, iters: 31124, time: 0.295, data: 0.020) G_GAN: 2.016 G_L1: 4.275 D_real: 0.001 D_fake: 0.307 +(epoch: 37, iters: 31224, time: 0.305, data: 0.019) G_GAN: 1.174 G_L1: 4.014 D_real: 0.001 D_fake: 0.847 +(epoch: 37, iters: 31324, time: 0.307, data: 0.017) G_GAN: 2.201 G_L1: 4.691 D_real: 0.000 D_fake: 0.256 +(epoch: 37, iters: 31424, time: 0.503, data: 0.020) G_GAN: 1.454 G_L1: 4.122 D_real: 0.000 D_fake: 0.485 +(epoch: 37, iters: 31524, time: 0.301, data: 0.030) G_GAN: 0.957 G_L1: 3.984 D_real: 0.000 D_fake: 0.612 +(epoch: 37, iters: 31624, time: 0.304, data: 0.018) G_GAN: 2.434 G_L1: 5.591 D_real: 0.002 D_fake: 1.116 +(epoch: 37, iters: 31724, time: 0.296, data: 0.020) G_GAN: 3.697 G_L1: 10.870 D_real: 0.004 D_fake: 0.209 +(epoch: 37, iters: 31824, time: 0.422, data: 0.018) G_GAN: 1.068 G_L1: 4.119 D_real: 0.000 D_fake: 1.048 +(epoch: 37, iters: 31924, time: 0.304, data: 0.023) G_GAN: 2.050 G_L1: 5.023 D_real: 0.000 D_fake: 0.485 +(epoch: 37, iters: 32024, time: 0.305, data: 0.018) G_GAN: 2.613 G_L1: 4.347 D_real: 0.000 D_fake: 0.232 +(epoch: 37, iters: 32124, time: 0.300, data: 0.024) G_GAN: 1.507 G_L1: 4.787 D_real: 0.000 D_fake: 0.564 +(epoch: 37, iters: 32224, time: 0.430, data: 0.018) G_GAN: 1.802 G_L1: 9.226 D_real: 0.000 D_fake: 0.246 +(epoch: 37, iters: 32324, time: 0.293, data: 0.019) G_GAN: 1.636 G_L1: 4.964 D_real: 0.000 D_fake: 0.681 +(epoch: 37, iters: 32424, time: 0.305, data: 0.018) G_GAN: 1.348 G_L1: 4.989 D_real: 0.006 D_fake: 1.307 +(epoch: 37, iters: 32524, time: 0.305, data: 0.019) G_GAN: 1.546 G_L1: 4.775 D_real: 0.000 D_fake: 0.597 +(epoch: 37, iters: 32624, time: 0.420, data: 0.019) G_GAN: 1.318 G_L1: 4.494 D_real: 0.000 D_fake: 0.690 +(epoch: 37, iters: 32724, time: 0.290, data: 0.018) G_GAN: 1.696 G_L1: 5.459 D_real: 0.000 D_fake: 0.368 +(epoch: 37, iters: 32824, time: 0.297, data: 0.018) G_GAN: 1.229 G_L1: 7.064 D_real: 0.000 D_fake: 0.783 +(epoch: 37, iters: 32924, time: 0.297, data: 0.018) G_GAN: 1.419 G_L1: 4.221 D_real: 0.000 D_fake: 0.721 +(epoch: 37, iters: 33024, time: 0.421, data: 0.019) G_GAN: 1.986 G_L1: 5.022 D_real: 0.000 D_fake: 0.320 +(epoch: 37, iters: 33124, time: 0.303, data: 0.020) G_GAN: 1.428 G_L1: 3.552 D_real: 0.001 D_fake: 0.447 +(epoch: 37, iters: 33224, time: 0.293, data: 0.017) G_GAN: 4.172 G_L1: 7.507 D_real: 0.128 D_fake: 0.137 +(epoch: 37, iters: 33324, time: 0.305, data: 0.018) G_GAN: 1.585 G_L1: 4.534 D_real: 0.001 D_fake: 0.679 +(epoch: 37, iters: 33424, time: 0.572, data: 0.020) G_GAN: 1.233 G_L1: 3.388 D_real: 0.001 D_fake: 0.617 +(epoch: 37, iters: 33524, time: 0.301, data: 0.023) G_GAN: 1.226 G_L1: 4.869 D_real: 0.000 D_fake: 0.526 +(epoch: 37, iters: 33624, time: 0.308, data: 0.018) G_GAN: 1.642 G_L1: 4.054 D_real: 0.000 D_fake: 0.310 +(epoch: 37, iters: 33724, time: 0.302, data: 0.024) G_GAN: 2.280 G_L1: 4.610 D_real: 0.001 D_fake: 0.295 +(epoch: 37, iters: 33824, time: 0.423, data: 0.019) G_GAN: 1.456 G_L1: 3.608 D_real: 0.000 D_fake: 0.594 +(epoch: 37, iters: 33924, time: 0.299, data: 0.020) G_GAN: 1.981 G_L1: 4.361 D_real: 0.001 D_fake: 0.276 +(epoch: 37, iters: 34024, time: 0.302, data: 0.019) G_GAN: 1.403 G_L1: 3.770 D_real: 0.002 D_fake: 0.441 +(epoch: 37, iters: 34124, time: 0.295, data: 0.019) G_GAN: 1.557 G_L1: 3.989 D_real: 0.002 D_fake: 0.467 +(epoch: 37, iters: 34224, time: 0.423, data: 0.019) G_GAN: 1.253 G_L1: 4.319 D_real: 0.012 D_fake: 0.398 +(epoch: 37, iters: 34324, time: 0.305, data: 0.021) G_GAN: 1.740 G_L1: 5.396 D_real: 0.005 D_fake: 0.312 +(epoch: 37, iters: 34424, time: 0.307, data: 0.019) G_GAN: 1.740 G_L1: 5.327 D_real: 0.000 D_fake: 0.383 +(epoch: 37, iters: 34524, time: 0.303, data: 0.020) G_GAN: 1.332 G_L1: 3.269 D_real: 0.000 D_fake: 0.610 +(epoch: 37, iters: 34624, time: 0.427, data: 0.019) G_GAN: 1.826 G_L1: 5.419 D_real: 0.001 D_fake: 0.440 +(epoch: 37, iters: 34724, time: 0.296, data: 0.020) G_GAN: 1.261 G_L1: 4.261 D_real: 0.001 D_fake: 0.515 +(epoch: 37, iters: 34824, time: 0.291, data: 0.017) G_GAN: 1.887 G_L1: 4.124 D_real: 0.001 D_fake: 0.355 +(epoch: 37, iters: 34924, time: 0.294, data: 0.017) G_GAN: 1.124 G_L1: 3.792 D_real: 0.000 D_fake: 0.677 +(epoch: 37, iters: 35024, time: 0.423, data: 0.018) G_GAN: 1.337 G_L1: 4.568 D_real: 0.000 D_fake: 0.521 +(epoch: 37, iters: 35124, time: 0.299, data: 0.020) G_GAN: 1.295 G_L1: 4.693 D_real: 0.002 D_fake: 0.715 +(epoch: 37, iters: 35224, time: 0.303, data: 0.019) G_GAN: 2.502 G_L1: 7.002 D_real: 0.000 D_fake: 0.333 +(epoch: 37, iters: 35324, time: 0.303, data: 0.019) G_GAN: 1.475 G_L1: 3.914 D_real: 0.000 D_fake: 0.420 +(epoch: 37, iters: 35424, time: 0.584, data: 0.020) G_GAN: 1.319 G_L1: 5.727 D_real: 0.000 D_fake: 0.904 +(epoch: 37, iters: 35524, time: 0.300, data: 0.018) G_GAN: 1.464 G_L1: 6.749 D_real: 0.002 D_fake: 0.463 +(epoch: 37, iters: 35624, time: 0.304, data: 0.020) G_GAN: 1.588 G_L1: 3.409 D_real: 0.001 D_fake: 0.295 +(epoch: 37, iters: 35724, time: 0.302, data: 0.018) G_GAN: 2.019 G_L1: 5.038 D_real: 0.000 D_fake: 0.686 +(epoch: 37, iters: 35824, time: 0.427, data: 0.019) G_GAN: 1.314 G_L1: 4.467 D_real: 0.000 D_fake: 0.655 +(epoch: 37, iters: 35924, time: 0.299, data: 0.021) G_GAN: 1.350 G_L1: 4.032 D_real: 0.005 D_fake: 0.584 +(epoch: 37, iters: 36024, time: 0.303, data: 0.019) G_GAN: 1.214 G_L1: 4.176 D_real: 0.001 D_fake: 0.349 +(epoch: 37, iters: 36124, time: 0.300, data: 0.019) G_GAN: 1.897 G_L1: 4.360 D_real: 0.004 D_fake: 0.229 +(epoch: 37, iters: 36224, time: 0.412, data: 0.019) G_GAN: 0.896 G_L1: 3.826 D_real: 0.000 D_fake: 0.608 +(epoch: 37, iters: 36324, time: 0.295, data: 0.018) G_GAN: 1.042 G_L1: 4.299 D_real: 0.000 D_fake: 0.641 +(epoch: 37, iters: 36424, time: 0.301, data: 0.018) G_GAN: 2.238 G_L1: 9.000 D_real: 0.024 D_fake: 0.300 +(epoch: 37, iters: 36524, time: 0.300, data: 0.019) G_GAN: 0.538 G_L1: 5.179 D_real: 0.518 D_fake: 0.973 +(epoch: 37, iters: 36624, time: 0.422, data: 0.019) G_GAN: 0.984 G_L1: 3.796 D_real: 0.001 D_fake: 0.908 +(epoch: 37, iters: 36724, time: 0.291, data: 0.020) G_GAN: 1.750 G_L1: 4.516 D_real: 0.000 D_fake: 0.335 +(epoch: 37, iters: 36824, time: 0.305, data: 0.017) G_GAN: 1.552 G_L1: 4.386 D_real: 0.000 D_fake: 0.375 +(epoch: 37, iters: 36924, time: 0.303, data: 0.021) G_GAN: 1.326 G_L1: 4.049 D_real: 0.000 D_fake: 0.939 +(epoch: 37, iters: 37024, time: 0.417, data: 0.024) G_GAN: 1.476 G_L1: 5.280 D_real: 0.000 D_fake: 0.356 +(epoch: 37, iters: 37124, time: 0.309, data: 0.021) G_GAN: 1.975 G_L1: 4.460 D_real: 0.000 D_fake: 0.449 +(epoch: 37, iters: 37224, time: 0.294, data: 0.018) G_GAN: 1.167 G_L1: 4.210 D_real: 0.001 D_fake: 0.506 +(epoch: 37, iters: 37324, time: 0.306, data: 0.018) G_GAN: 1.710 G_L1: 6.977 D_real: 0.000 D_fake: 0.847 +(epoch: 37, iters: 37424, time: 0.529, data: 0.020) G_GAN: 2.845 G_L1: 6.412 D_real: 0.008 D_fake: 0.475 +(epoch: 37, iters: 37524, time: 0.297, data: 0.020) G_GAN: 1.025 G_L1: 4.627 D_real: 0.000 D_fake: 1.108 +(epoch: 37, iters: 37624, time: 0.304, data: 0.018) G_GAN: 1.260 G_L1: 4.360 D_real: 0.000 D_fake: 0.893 +(epoch: 37, iters: 37724, time: 0.305, data: 0.019) G_GAN: 1.459 G_L1: 5.046 D_real: 0.001 D_fake: 0.426 +(epoch: 37, iters: 37824, time: 0.429, data: 0.018) G_GAN: 1.280 G_L1: 5.063 D_real: 0.000 D_fake: 0.484 +(epoch: 37, iters: 37924, time: 0.305, data: 0.018) G_GAN: 3.359 G_L1: 5.226 D_real: 0.002 D_fake: 0.185 +(epoch: 37, iters: 38024, time: 0.298, data: 0.018) G_GAN: 1.176 G_L1: 6.556 D_real: 0.000 D_fake: 0.535 +(epoch: 37, iters: 38124, time: 0.296, data: 0.017) G_GAN: 1.428 G_L1: 4.321 D_real: 0.000 D_fake: 0.562 +(epoch: 37, iters: 38224, time: 0.422, data: 0.019) G_GAN: 1.118 G_L1: 4.511 D_real: 0.000 D_fake: 0.543 +(epoch: 37, iters: 38324, time: 0.297, data: 0.019) G_GAN: 1.381 G_L1: 5.652 D_real: 0.001 D_fake: 0.970 +(epoch: 37, iters: 38424, time: 0.303, data: 0.018) G_GAN: 1.467 G_L1: 5.561 D_real: 0.000 D_fake: 0.517 +(epoch: 37, iters: 38524, time: 0.304, data: 0.019) G_GAN: 1.485 G_L1: 5.371 D_real: 0.004 D_fake: 0.794 +(epoch: 37, iters: 38624, time: 0.411, data: 0.019) G_GAN: 1.428 G_L1: 4.872 D_real: 0.000 D_fake: 0.485 +(epoch: 37, iters: 38724, time: 0.296, data: 0.019) G_GAN: 1.057 G_L1: 4.749 D_real: 0.000 D_fake: 0.603 +(epoch: 37, iters: 38824, time: 0.301, data: 0.018) G_GAN: 1.495 G_L1: 4.452 D_real: 0.003 D_fake: 0.438 +(epoch: 37, iters: 38924, time: 0.293, data: 0.019) G_GAN: 1.473 G_L1: 4.014 D_real: 0.000 D_fake: 0.326 +(epoch: 37, iters: 39024, time: 0.420, data: 0.021) G_GAN: 1.752 G_L1: 4.757 D_real: 0.003 D_fake: 0.285 +(epoch: 37, iters: 39124, time: 0.300, data: 0.023) G_GAN: 1.395 G_L1: 3.714 D_real: 0.000 D_fake: 0.724 +(epoch: 37, iters: 39224, time: 0.295, data: 0.018) G_GAN: 1.238 G_L1: 4.944 D_real: 0.057 D_fake: 0.318 +(epoch: 37, iters: 39324, time: 0.301, data: 0.016) G_GAN: 1.554 G_L1: 4.733 D_real: 0.001 D_fake: 0.519 +(epoch: 37, iters: 39424, time: 0.528, data: 0.018) G_GAN: 1.513 G_L1: 4.189 D_real: 0.001 D_fake: 0.456 +(epoch: 37, iters: 39524, time: 0.301, data: 0.019) G_GAN: 1.663 G_L1: 5.970 D_real: 0.011 D_fake: 0.448 +(epoch: 37, iters: 39624, time: 0.303, data: 0.020) G_GAN: 1.088 G_L1: 3.874 D_real: 0.001 D_fake: 0.706 +(epoch: 37, iters: 39724, time: 0.303, data: 0.019) G_GAN: 1.394 G_L1: 4.196 D_real: 0.005 D_fake: 0.443 +(epoch: 37, iters: 39824, time: 0.405, data: 0.018) G_GAN: 1.697 G_L1: 4.438 D_real: 0.000 D_fake: 0.310 +(epoch: 37, iters: 39924, time: 0.306, data: 0.020) G_GAN: 1.332 G_L1: 3.933 D_real: 0.001 D_fake: 0.556 +(epoch: 37, iters: 40024, time: 0.294, data: 0.020) G_GAN: 1.296 G_L1: 5.325 D_real: 0.001 D_fake: 0.462 +(epoch: 37, iters: 40124, time: 0.294, data: 0.019) G_GAN: 1.523 G_L1: 4.112 D_real: 0.000 D_fake: 0.329 +(epoch: 37, iters: 40224, time: 0.416, data: 0.025) G_GAN: 1.490 G_L1: 4.437 D_real: 0.000 D_fake: 0.392 +(epoch: 37, iters: 40324, time: 0.300, data: 0.019) G_GAN: 2.284 G_L1: 5.024 D_real: 0.000 D_fake: 0.899 +(epoch: 37, iters: 40424, time: 0.305, data: 0.019) G_GAN: 1.419 G_L1: 4.480 D_real: 0.000 D_fake: 0.480 +(epoch: 37, iters: 40524, time: 0.305, data: 0.020) G_GAN: 1.505 G_L1: 3.815 D_real: 0.000 D_fake: 0.413 +(epoch: 37, iters: 40624, time: 0.409, data: 0.022) G_GAN: 1.220 G_L1: 4.638 D_real: 0.042 D_fake: 0.603 +(epoch: 37, iters: 40724, time: 0.306, data: 0.020) G_GAN: 1.741 G_L1: 7.152 D_real: 0.050 D_fake: 0.353 +(epoch: 37, iters: 40824, time: 0.306, data: 0.023) G_GAN: 1.169 G_L1: 3.857 D_real: 0.000 D_fake: 0.594 +(epoch: 37, iters: 40924, time: 0.299, data: 0.019) G_GAN: 1.632 G_L1: 6.533 D_real: 0.000 D_fake: 1.284 +(epoch: 37, iters: 41024, time: 0.418, data: 0.018) G_GAN: 1.546 G_L1: 4.600 D_real: 0.000 D_fake: 0.467 +(epoch: 37, iters: 41124, time: 0.305, data: 0.019) G_GAN: 1.190 G_L1: 4.999 D_real: 0.014 D_fake: 1.039 +(epoch: 37, iters: 41224, time: 0.298, data: 0.018) G_GAN: 1.929 G_L1: 6.036 D_real: 0.063 D_fake: 0.461 +(epoch: 37, iters: 41324, time: 0.299, data: 0.019) G_GAN: 1.675 G_L1: 3.953 D_real: 0.000 D_fake: 0.388 +(epoch: 37, iters: 41424, time: 0.588, data: 0.020) G_GAN: 0.881 G_L1: 4.672 D_real: 0.006 D_fake: 0.563 +(epoch: 37, iters: 41524, time: 0.299, data: 0.019) G_GAN: 1.084 G_L1: 3.953 D_real: 0.003 D_fake: 0.533 +(epoch: 37, iters: 41624, time: 0.301, data: 0.022) G_GAN: 1.595 G_L1: 6.143 D_real: 0.000 D_fake: 0.460 +(epoch: 37, iters: 41724, time: 0.303, data: 0.019) G_GAN: 1.340 G_L1: 3.815 D_real: 0.000 D_fake: 0.436 +(epoch: 37, iters: 41824, time: 0.424, data: 0.019) G_GAN: 0.961 G_L1: 4.807 D_real: 0.000 D_fake: 1.018 +(epoch: 37, iters: 41924, time: 0.298, data: 0.020) G_GAN: 1.435 G_L1: 4.024 D_real: 0.003 D_fake: 0.356 +(epoch: 37, iters: 42024, time: 0.302, data: 0.019) G_GAN: 1.244 G_L1: 3.834 D_real: 0.003 D_fake: 0.648 +(epoch: 37, iters: 42124, time: 0.296, data: 0.021) G_GAN: 1.330 G_L1: 4.459 D_real: 0.005 D_fake: 0.568 +(epoch: 37, iters: 42224, time: 0.416, data: 0.019) G_GAN: 1.357 G_L1: 6.374 D_real: 0.000 D_fake: 0.463 +(epoch: 37, iters: 42324, time: 0.301, data: 0.019) G_GAN: 1.171 G_L1: 4.310 D_real: 0.000 D_fake: 0.916 +(epoch: 37, iters: 42424, time: 0.304, data: 0.019) G_GAN: 1.117 G_L1: 4.428 D_real: 0.002 D_fake: 0.652 +(epoch: 37, iters: 42524, time: 0.304, data: 0.020) G_GAN: 1.566 G_L1: 3.774 D_real: 0.000 D_fake: 0.381 +(epoch: 37, iters: 42624, time: 0.393, data: 0.018) G_GAN: 1.202 G_L1: 4.755 D_real: 0.000 D_fake: 0.528 +(epoch: 37, iters: 42724, time: 0.309, data: 0.019) G_GAN: 1.732 G_L1: 5.109 D_real: 0.000 D_fake: 0.369 +(epoch: 37, iters: 42824, time: 0.292, data: 0.018) G_GAN: 1.391 G_L1: 5.120 D_real: 0.001 D_fake: 0.433 +(epoch: 37, iters: 42924, time: 0.305, data: 0.018) G_GAN: 1.760 G_L1: 4.747 D_real: 0.053 D_fake: 0.539 +(epoch: 37, iters: 43024, time: 0.423, data: 0.018) G_GAN: 1.323 G_L1: 5.300 D_real: 0.000 D_fake: 0.556 +(epoch: 37, iters: 43124, time: 0.309, data: 0.020) G_GAN: 1.768 G_L1: 5.765 D_real: 0.001 D_fake: 0.385 +(epoch: 37, iters: 43224, time: 0.295, data: 0.020) G_GAN: 1.381 G_L1: 7.458 D_real: 0.004 D_fake: 0.794 +(epoch: 37, iters: 43324, time: 0.305, data: 0.020) G_GAN: 1.241 G_L1: 3.107 D_real: 0.001 D_fake: 0.471 +(epoch: 37, iters: 43424, time: 0.575, data: 0.020) G_GAN: 1.058 G_L1: 6.147 D_real: 0.005 D_fake: 0.868 +(epoch: 37, iters: 43524, time: 0.300, data: 0.020) G_GAN: 1.081 G_L1: 4.992 D_real: 0.000 D_fake: 0.645 +(epoch: 37, iters: 43624, time: 0.295, data: 0.019) G_GAN: 1.378 G_L1: 4.138 D_real: 0.003 D_fake: 0.450 +(epoch: 37, iters: 43724, time: 0.294, data: 0.020) G_GAN: 1.090 G_L1: 5.038 D_real: 0.026 D_fake: 0.697 +(epoch: 37, iters: 43824, time: 0.419, data: 0.023) G_GAN: 1.303 G_L1: 4.040 D_real: 0.000 D_fake: 0.432 +(epoch: 37, iters: 43924, time: 0.294, data: 0.020) G_GAN: 1.719 G_L1: 3.960 D_real: 0.000 D_fake: 0.336 +(epoch: 37, iters: 44024, time: 0.304, data: 0.022) G_GAN: 1.490 G_L1: 4.419 D_real: 0.000 D_fake: 0.381 +(epoch: 37, iters: 44124, time: 0.307, data: 0.019) G_GAN: 1.544 G_L1: 4.527 D_real: 0.000 D_fake: 0.761 +(epoch: 37, iters: 44224, time: 0.428, data: 0.018) G_GAN: 1.840 G_L1: 4.730 D_real: 0.000 D_fake: 0.573 +(epoch: 37, iters: 44324, time: 0.305, data: 0.020) G_GAN: 1.304 G_L1: 3.483 D_real: 0.002 D_fake: 0.550 +(epoch: 37, iters: 44424, time: 0.305, data: 0.021) G_GAN: 1.279 G_L1: 3.396 D_real: 0.000 D_fake: 0.566 +(epoch: 37, iters: 44524, time: 0.304, data: 0.020) G_GAN: 1.635 G_L1: 5.230 D_real: 0.000 D_fake: 0.408 +(epoch: 37, iters: 44624, time: 0.426, data: 0.019) G_GAN: 1.601 G_L1: 4.923 D_real: 0.000 D_fake: 0.268 +(epoch: 37, iters: 44724, time: 0.298, data: 0.019) G_GAN: 1.069 G_L1: 3.159 D_real: 0.003 D_fake: 0.752 +(epoch: 37, iters: 44824, time: 0.299, data: 0.019) G_GAN: 2.012 G_L1: 5.091 D_real: 0.000 D_fake: 0.297 +(epoch: 37, iters: 44924, time: 0.300, data: 0.021) G_GAN: 1.545 G_L1: 4.700 D_real: 0.000 D_fake: 0.420 +(epoch: 37, iters: 45024, time: 0.425, data: 0.019) G_GAN: 1.622 G_L1: 3.571 D_real: 0.000 D_fake: 0.215 +(epoch: 37, iters: 45124, time: 0.306, data: 0.018) G_GAN: 1.481 G_L1: 4.842 D_real: 0.000 D_fake: 1.295 +(epoch: 37, iters: 45224, time: 0.294, data: 0.019) G_GAN: 0.917 G_L1: 3.633 D_real: 0.000 D_fake: 0.542 +(epoch: 37, iters: 45324, time: 0.303, data: 0.018) G_GAN: 1.350 G_L1: 5.334 D_real: 0.000 D_fake: 0.384 +(epoch: 37, iters: 45424, time: 0.565, data: 0.019) G_GAN: 1.969 G_L1: 4.301 D_real: 0.002 D_fake: 0.262 +(epoch: 37, iters: 45524, time: 0.293, data: 0.019) G_GAN: 1.330 G_L1: 3.648 D_real: 0.011 D_fake: 0.391 +(epoch: 37, iters: 45624, time: 0.302, data: 0.018) G_GAN: 1.948 G_L1: 5.837 D_real: 0.018 D_fake: 0.484 +(epoch: 37, iters: 45724, time: 0.295, data: 0.019) G_GAN: 1.579 G_L1: 3.371 D_real: 0.012 D_fake: 0.464 +(epoch: 37, iters: 45824, time: 0.423, data: 0.018) G_GAN: 1.116 G_L1: 4.656 D_real: 0.001 D_fake: 0.531 +(epoch: 37, iters: 45924, time: 0.303, data: 0.016) G_GAN: 1.204 G_L1: 5.541 D_real: 0.002 D_fake: 0.974 +(epoch: 37, iters: 46024, time: 0.297, data: 0.019) G_GAN: 1.377 G_L1: 4.814 D_real: 0.010 D_fake: 0.489 +(epoch: 37, iters: 46124, time: 0.300, data: 0.019) G_GAN: 1.139 G_L1: 4.062 D_real: 0.004 D_fake: 0.339 +(epoch: 37, iters: 46224, time: 0.418, data: 0.019) G_GAN: 1.505 G_L1: 4.567 D_real: 0.002 D_fake: 0.382 +(epoch: 37, iters: 46324, time: 0.303, data: 0.020) G_GAN: 2.017 G_L1: 5.441 D_real: 0.000 D_fake: 0.653 +(epoch: 37, iters: 46424, time: 0.306, data: 0.018) G_GAN: 1.395 G_L1: 4.931 D_real: 0.005 D_fake: 0.455 +(epoch: 37, iters: 46524, time: 0.299, data: 0.019) G_GAN: 1.600 G_L1: 5.222 D_real: 0.002 D_fake: 0.511 +(epoch: 37, iters: 46624, time: 0.424, data: 0.018) G_GAN: 1.589 G_L1: 3.905 D_real: 0.006 D_fake: 0.314 +(epoch: 37, iters: 46724, time: 0.294, data: 0.020) G_GAN: 1.421 G_L1: 4.821 D_real: 0.000 D_fake: 0.527 +(epoch: 37, iters: 46824, time: 0.302, data: 0.017) G_GAN: 1.623 G_L1: 5.051 D_real: 0.000 D_fake: 0.432 +(epoch: 37, iters: 46924, time: 0.306, data: 0.019) G_GAN: 1.039 G_L1: 4.800 D_real: 0.000 D_fake: 0.597 +(epoch: 37, iters: 47024, time: 0.430, data: 0.018) G_GAN: 1.180 G_L1: 4.484 D_real: 0.003 D_fake: 0.435 +(epoch: 37, iters: 47124, time: 0.297, data: 0.020) G_GAN: 2.152 G_L1: 6.042 D_real: 0.047 D_fake: 0.410 +(epoch: 37, iters: 47224, time: 0.306, data: 0.020) G_GAN: 2.646 G_L1: 6.131 D_real: 0.304 D_fake: 1.191 +(epoch: 37, iters: 47324, time: 0.303, data: 0.018) G_GAN: 1.204 G_L1: 3.865 D_real: 0.001 D_fake: 0.982 +(epoch: 37, iters: 47424, time: 0.512, data: 0.019) G_GAN: 1.434 G_L1: 3.893 D_real: 0.000 D_fake: 0.561 +(epoch: 37, iters: 47524, time: 0.304, data: 0.019) G_GAN: 2.114 G_L1: 4.573 D_real: 0.002 D_fake: 0.240 +(epoch: 37, iters: 47624, time: 0.308, data: 0.020) G_GAN: 1.402 G_L1: 4.731 D_real: 0.004 D_fake: 0.522 +(epoch: 37, iters: 47724, time: 0.294, data: 0.020) G_GAN: 1.437 G_L1: 3.776 D_real: 0.008 D_fake: 0.322 +(epoch: 37, iters: 47824, time: 0.433, data: 0.019) G_GAN: 1.246 G_L1: 5.380 D_real: 0.012 D_fake: 0.742 +(epoch: 37, iters: 47924, time: 0.295, data: 0.020) G_GAN: 1.296 G_L1: 5.200 D_real: 0.007 D_fake: 0.473 +(epoch: 37, iters: 48024, time: 0.301, data: 0.018) G_GAN: 1.209 G_L1: 4.921 D_real: 0.000 D_fake: 0.561 +(epoch: 37, iters: 48124, time: 0.306, data: 0.019) G_GAN: 1.020 G_L1: 6.176 D_real: 0.009 D_fake: 0.780 +(epoch: 37, iters: 48224, time: 0.387, data: 0.025) G_GAN: 0.930 G_L1: 3.797 D_real: 0.018 D_fake: 0.551 +(epoch: 37, iters: 48324, time: 0.291, data: 0.019) G_GAN: 1.150 G_L1: 3.834 D_real: 0.011 D_fake: 0.705 +(epoch: 37, iters: 48424, time: 0.301, data: 0.018) G_GAN: 1.387 G_L1: 4.419 D_real: 0.000 D_fake: 0.586 +(epoch: 37, iters: 48524, time: 0.306, data: 0.020) G_GAN: 1.167 G_L1: 4.253 D_real: 0.007 D_fake: 0.548 +(epoch: 37, iters: 48624, time: 0.421, data: 0.020) G_GAN: 0.965 G_L1: 4.542 D_real: 0.019 D_fake: 0.462 +(epoch: 37, iters: 48724, time: 0.300, data: 0.021) G_GAN: 1.450 G_L1: 4.541 D_real: 0.009 D_fake: 0.374 +(epoch: 37, iters: 48824, time: 0.303, data: 0.020) G_GAN: 1.477 G_L1: 5.608 D_real: 0.094 D_fake: 0.710 +(epoch: 37, iters: 48924, time: 0.304, data: 0.024) G_GAN: 1.839 G_L1: 5.712 D_real: 0.001 D_fake: 0.385 +(epoch: 37, iters: 49024, time: 0.402, data: 0.019) G_GAN: 1.757 G_L1: 4.923 D_real: 0.070 D_fake: 0.479 +(epoch: 37, iters: 49124, time: 0.303, data: 0.019) G_GAN: 1.917 G_L1: 5.161 D_real: 0.194 D_fake: 1.148 +(epoch: 37, iters: 49224, time: 0.303, data: 0.025) G_GAN: 1.465 G_L1: 4.015 D_real: 0.014 D_fake: 0.611 +(epoch: 37, iters: 49324, time: 0.305, data: 0.025) G_GAN: 2.081 G_L1: 4.093 D_real: 0.000 D_fake: 0.424 +(epoch: 37, iters: 49424, time: 0.566, data: 0.019) G_GAN: 1.194 G_L1: 4.082 D_real: 0.041 D_fake: 0.496 +(epoch: 37, iters: 49524, time: 0.305, data: 0.020) G_GAN: 1.815 G_L1: 5.204 D_real: 0.244 D_fake: 0.448 +(epoch: 37, iters: 49624, time: 0.302, data: 0.018) G_GAN: 1.437 G_L1: 4.397 D_real: 0.008 D_fake: 0.330 +(epoch: 37, iters: 49724, time: 0.299, data: 0.023) G_GAN: 1.358 G_L1: 5.451 D_real: 0.002 D_fake: 0.525 +(epoch: 37, iters: 49824, time: 0.429, data: 0.020) G_GAN: 1.985 G_L1: 6.541 D_real: 0.010 D_fake: 0.666 +(epoch: 37, iters: 49924, time: 0.304, data: 0.023) G_GAN: 1.701 G_L1: 3.756 D_real: 0.001 D_fake: 0.382 +(epoch: 37, iters: 50024, time: 0.304, data: 0.020) G_GAN: 1.578 G_L1: 4.544 D_real: 0.001 D_fake: 0.373 +(epoch: 37, iters: 50124, time: 0.305, data: 0.019) G_GAN: 1.831 G_L1: 6.750 D_real: 0.055 D_fake: 0.515 +(epoch: 37, iters: 50224, time: 0.409, data: 0.020) G_GAN: 1.220 G_L1: 3.848 D_real: 0.001 D_fake: 0.610 +(epoch: 37, iters: 50324, time: 0.295, data: 0.019) G_GAN: 1.470 G_L1: 5.174 D_real: 0.065 D_fake: 0.735 +(epoch: 37, iters: 50424, time: 0.300, data: 0.018) G_GAN: 2.231 G_L1: 4.438 D_real: 0.012 D_fake: 0.208 +(epoch: 37, iters: 50524, time: 0.304, data: 0.020) G_GAN: 1.959 G_L1: 6.349 D_real: 0.007 D_fake: 0.399 +(epoch: 37, iters: 50624, time: 0.390, data: 0.018) G_GAN: 1.025 G_L1: 4.007 D_real: 0.007 D_fake: 0.808 +(epoch: 37, iters: 50724, time: 0.307, data: 0.019) G_GAN: 1.724 G_L1: 6.293 D_real: 0.002 D_fake: 0.896 +(epoch: 37, iters: 50824, time: 0.311, data: 0.022) G_GAN: 1.529 G_L1: 4.664 D_real: 0.026 D_fake: 0.373 +(epoch: 37, iters: 50924, time: 0.299, data: 0.019) G_GAN: 1.889 G_L1: 4.254 D_real: 0.004 D_fake: 0.431 +(epoch: 37, iters: 51024, time: 0.428, data: 0.019) G_GAN: 1.446 G_L1: 6.225 D_real: 0.024 D_fake: 0.545 +(epoch: 37, iters: 51124, time: 0.300, data: 0.019) G_GAN: 2.236 G_L1: 3.419 D_real: 0.007 D_fake: 0.229 +(epoch: 37, iters: 51224, time: 0.295, data: 0.018) G_GAN: 1.473 G_L1: 5.047 D_real: 0.004 D_fake: 0.691 +(epoch: 37, iters: 51324, time: 0.304, data: 0.018) G_GAN: 1.222 G_L1: 4.594 D_real: 0.008 D_fake: 0.567 +(epoch: 37, iters: 51424, time: 0.571, data: 0.019) G_GAN: 1.550 G_L1: 5.906 D_real: 0.005 D_fake: 0.970 +(epoch: 37, iters: 51524, time: 0.306, data: 0.024) G_GAN: 2.204 G_L1: 4.596 D_real: 0.004 D_fake: 0.307 +(epoch: 37, iters: 51624, time: 0.304, data: 0.017) G_GAN: 1.804 G_L1: 4.228 D_real: 0.000 D_fake: 0.273 +(epoch: 37, iters: 51724, time: 0.303, data: 0.018) G_GAN: 1.665 G_L1: 4.900 D_real: 0.004 D_fake: 0.364 +(epoch: 37, iters: 51824, time: 0.385, data: 0.018) G_GAN: 1.478 G_L1: 3.467 D_real: 0.003 D_fake: 0.630 +(epoch: 37, iters: 51924, time: 0.305, data: 0.019) G_GAN: 1.380 G_L1: 4.465 D_real: 0.007 D_fake: 0.491 +(epoch: 37, iters: 52024, time: 0.306, data: 0.019) G_GAN: 1.327 G_L1: 3.935 D_real: 0.001 D_fake: 0.391 +(epoch: 37, iters: 52124, time: 0.299, data: 0.023) G_GAN: 1.584 G_L1: 5.895 D_real: 0.010 D_fake: 0.561 +(epoch: 37, iters: 52224, time: 0.427, data: 0.023) G_GAN: 1.102 G_L1: 4.377 D_real: 0.000 D_fake: 0.575 +(epoch: 37, iters: 52324, time: 0.280, data: 0.018) G_GAN: 1.517 G_L1: 3.957 D_real: 0.000 D_fake: 0.430 +(epoch: 37, iters: 52424, time: 0.306, data: 0.021) G_GAN: 1.342 G_L1: 4.039 D_real: 0.010 D_fake: 0.514 +(epoch: 37, iters: 52524, time: 0.301, data: 0.021) G_GAN: 1.329 G_L1: 4.793 D_real: 0.077 D_fake: 0.587 +(epoch: 37, iters: 52624, time: 0.387, data: 0.019) G_GAN: 1.539 G_L1: 4.318 D_real: 0.016 D_fake: 0.382 +(epoch: 37, iters: 52724, time: 0.298, data: 0.017) G_GAN: 1.010 G_L1: 4.647 D_real: 0.001 D_fake: 0.871 +(epoch: 37, iters: 52824, time: 0.307, data: 0.018) G_GAN: 1.107 G_L1: 4.132 D_real: 0.001 D_fake: 0.577 +(epoch: 37, iters: 52924, time: 0.299, data: 0.018) G_GAN: 1.730 G_L1: 4.733 D_real: 0.001 D_fake: 0.168 +(epoch: 37, iters: 53024, time: 0.428, data: 0.019) G_GAN: 1.656 G_L1: 3.507 D_real: 0.005 D_fake: 0.288 +(epoch: 37, iters: 53124, time: 0.299, data: 0.024) G_GAN: 1.277 G_L1: 3.997 D_real: 0.017 D_fake: 0.496 +(epoch: 37, iters: 53224, time: 0.306, data: 0.017) G_GAN: 1.895 G_L1: 4.649 D_real: 0.056 D_fake: 0.398 +(epoch: 37, iters: 53324, time: 0.297, data: 0.018) G_GAN: 1.570 G_L1: 3.795 D_real: 0.000 D_fake: 0.362 +(epoch: 37, iters: 53424, time: 0.582, data: 0.017) G_GAN: 1.720 G_L1: 4.826 D_real: 0.004 D_fake: 0.409 +(epoch: 37, iters: 53524, time: 0.296, data: 0.018) G_GAN: 1.641 G_L1: 5.053 D_real: 0.033 D_fake: 0.615 +(epoch: 37, iters: 53624, time: 0.302, data: 0.019) G_GAN: 1.794 G_L1: 4.646 D_real: 0.011 D_fake: 0.365 +(epoch: 37, iters: 53724, time: 0.302, data: 0.018) G_GAN: 1.300 G_L1: 4.439 D_real: 0.019 D_fake: 0.353 +(epoch: 37, iters: 53824, time: 0.421, data: 0.019) G_GAN: 2.243 G_L1: 6.844 D_real: 0.554 D_fake: 0.093 +(epoch: 37, iters: 53924, time: 0.294, data: 0.020) G_GAN: 2.336 G_L1: 5.234 D_real: 0.006 D_fake: 0.501 +(epoch: 37, iters: 54024, time: 0.308, data: 0.018) G_GAN: 1.844 G_L1: 5.660 D_real: 0.064 D_fake: 0.707 +(epoch: 37, iters: 54124, time: 0.300, data: 0.019) G_GAN: 1.374 G_L1: 6.315 D_real: 0.081 D_fake: 0.602 +(epoch: 37, iters: 54224, time: 0.406, data: 0.017) G_GAN: 1.813 G_L1: 5.816 D_real: 0.001 D_fake: 0.963 +(epoch: 37, iters: 54324, time: 0.299, data: 0.018) G_GAN: 2.158 G_L1: 5.400 D_real: 0.028 D_fake: 0.440 +(epoch: 37, iters: 54424, time: 0.303, data: 0.018) G_GAN: 1.853 G_L1: 4.644 D_real: 0.000 D_fake: 0.346 +(epoch: 37, iters: 54524, time: 0.307, data: 0.020) G_GAN: 1.908 G_L1: 4.282 D_real: 0.001 D_fake: 0.277 +(epoch: 37, iters: 54624, time: 0.417, data: 0.019) G_GAN: 2.301 G_L1: 4.300 D_real: 0.130 D_fake: 0.413 +(epoch: 37, iters: 54724, time: 0.304, data: 0.019) G_GAN: 2.584 G_L1: 5.921 D_real: 0.021 D_fake: 0.125 +(epoch: 37, iters: 54824, time: 0.293, data: 0.019) G_GAN: 2.267 G_L1: 3.665 D_real: 0.013 D_fake: 0.235 +(epoch: 37, iters: 54924, time: 0.302, data: 0.019) G_GAN: 1.925 G_L1: 3.537 D_real: 0.013 D_fake: 0.272 +(epoch: 37, iters: 55024, time: 0.395, data: 0.018) G_GAN: 2.256 G_L1: 4.732 D_real: 0.000 D_fake: 0.466 +(epoch: 37, iters: 55124, time: 0.304, data: 0.019) G_GAN: 1.593 G_L1: 4.356 D_real: 0.001 D_fake: 0.315 +(epoch: 37, iters: 55224, time: 0.308, data: 0.017) G_GAN: 2.625 G_L1: 5.127 D_real: 0.024 D_fake: 0.122 +(epoch: 37, iters: 55324, time: 0.300, data: 0.018) G_GAN: 1.296 G_L1: 3.957 D_real: 0.001 D_fake: 0.483 +(epoch: 37, iters: 55424, time: 0.588, data: 0.018) G_GAN: 3.120 G_L1: 5.392 D_real: 0.000 D_fake: 0.127 +(epoch: 37, iters: 55524, time: 0.296, data: 0.019) G_GAN: 2.084 G_L1: 4.628 D_real: 0.011 D_fake: 0.555 +(epoch: 37, iters: 55624, time: 0.301, data: 0.022) G_GAN: 2.113 G_L1: 3.853 D_real: 0.021 D_fake: 0.354 +(epoch: 37, iters: 55724, time: 0.304, data: 0.024) G_GAN: 3.100 G_L1: 6.983 D_real: 0.008 D_fake: 0.421 +(epoch: 37, iters: 55824, time: 0.422, data: 0.018) G_GAN: 2.710 G_L1: 6.214 D_real: 0.000 D_fake: 0.141 +(epoch: 37, iters: 55924, time: 0.305, data: 0.019) G_GAN: 1.388 G_L1: 11.955 D_real: 0.156 D_fake: 0.394 +(epoch: 37, iters: 56024, time: 0.303, data: 0.020) G_GAN: 3.024 G_L1: 4.648 D_real: 0.005 D_fake: 0.089 +(epoch: 37, iters: 56124, time: 0.297, data: 0.018) G_GAN: 1.752 G_L1: 4.381 D_real: 0.000 D_fake: 0.443 +(epoch: 37, iters: 56224, time: 0.415, data: 0.021) G_GAN: 2.121 G_L1: 4.794 D_real: 0.002 D_fake: 0.230 +(epoch: 37, iters: 56324, time: 0.302, data: 0.019) G_GAN: 1.765 G_L1: 4.589 D_real: 0.001 D_fake: 0.533 +(epoch: 37, iters: 56424, time: 0.292, data: 0.018) G_GAN: 1.440 G_L1: 4.590 D_real: 0.000 D_fake: 0.569 +(epoch: 37, iters: 56524, time: 0.305, data: 0.019) G_GAN: 3.218 G_L1: 6.849 D_real: 0.008 D_fake: 0.185 +(epoch: 37, iters: 56624, time: 0.424, data: 0.019) G_GAN: 2.234 G_L1: 5.514 D_real: 0.010 D_fake: 0.410 +(epoch: 37, iters: 56724, time: 0.292, data: 0.019) G_GAN: 3.504 G_L1: 4.745 D_real: 0.003 D_fake: 0.212 +(epoch: 37, iters: 56824, time: 0.303, data: 0.019) G_GAN: 1.960 G_L1: 4.655 D_real: 0.000 D_fake: 0.634 +(epoch: 37, iters: 56924, time: 0.303, data: 0.019) G_GAN: 1.755 G_L1: 4.876 D_real: 0.000 D_fake: 0.419 +(epoch: 37, iters: 57024, time: 0.406, data: 0.020) G_GAN: 1.318 G_L1: 5.234 D_real: 0.001 D_fake: 0.610 +(epoch: 37, iters: 57124, time: 0.297, data: 0.018) G_GAN: 3.926 G_L1: 4.676 D_real: 0.140 D_fake: 0.069 +(epoch: 37, iters: 57224, time: 0.299, data: 0.017) G_GAN: 6.211 G_L1: 4.309 D_real: 0.037 D_fake: 0.040 +(epoch: 37, iters: 57324, time: 0.301, data: 0.019) G_GAN: 4.556 G_L1: 3.746 D_real: 0.013 D_fake: 0.033 +(epoch: 37, iters: 57424, time: 0.577, data: 0.018) G_GAN: 3.258 G_L1: 7.808 D_real: 0.361 D_fake: 0.044 +(epoch: 37, iters: 57524, time: 0.302, data: 0.020) G_GAN: 3.505 G_L1: 3.100 D_real: 0.006 D_fake: 0.222 +(epoch: 37, iters: 57624, time: 0.309, data: 0.018) G_GAN: 4.886 G_L1: 5.984 D_real: 0.377 D_fake: 0.034 +(epoch: 37, iters: 57724, time: 0.305, data: 0.023) G_GAN: 4.207 G_L1: 6.932 D_real: 0.156 D_fake: 0.030 +(epoch: 37, iters: 57824, time: 0.393, data: 0.018) G_GAN: 2.638 G_L1: 3.911 D_real: 0.242 D_fake: 0.110 +(epoch: 37, iters: 57924, time: 0.303, data: 0.019) G_GAN: 2.256 G_L1: 3.656 D_real: 0.568 D_fake: 0.255 +(epoch: 37, iters: 58024, time: 0.309, data: 0.018) G_GAN: 3.550 G_L1: 4.203 D_real: 0.060 D_fake: 0.468 +(epoch: 37, iters: 58124, time: 0.301, data: 0.019) G_GAN: 2.825 G_L1: 3.963 D_real: 0.165 D_fake: 0.229 +(epoch: 37, iters: 58224, time: 0.411, data: 0.019) G_GAN: 4.420 G_L1: 5.959 D_real: 0.094 D_fake: 0.047 +(epoch: 37, iters: 58324, time: 0.303, data: 0.019) G_GAN: 5.153 G_L1: 7.014 D_real: 0.006 D_fake: 0.050 +(epoch: 37, iters: 58424, time: 0.301, data: 0.018) G_GAN: 4.702 G_L1: 3.798 D_real: 0.056 D_fake: 0.020 +(epoch: 37, iters: 58524, time: 0.297, data: 0.019) G_GAN: 4.113 G_L1: 3.898 D_real: 0.124 D_fake: 0.101 +(epoch: 37, iters: 58624, time: 0.412, data: 0.023) G_GAN: 3.925 G_L1: 4.515 D_real: 0.200 D_fake: 0.047 +(epoch: 37, iters: 58724, time: 0.304, data: 0.019) G_GAN: 4.363 G_L1: 3.978 D_real: 0.315 D_fake: 0.419 +(epoch: 37, iters: 58824, time: 0.303, data: 0.020) G_GAN: 4.352 G_L1: 4.242 D_real: 0.159 D_fake: 0.033 +(epoch: 37, iters: 58924, time: 0.311, data: 0.020) G_GAN: 4.128 G_L1: 4.114 D_real: 0.024 D_fake: 0.201 +(epoch: 37, iters: 59024, time: 0.423, data: 0.020) G_GAN: 3.277 G_L1: 5.023 D_real: 0.163 D_fake: 0.232 +(epoch: 37, iters: 59124, time: 0.301, data: 0.019) G_GAN: 3.824 G_L1: 3.835 D_real: 0.019 D_fake: 0.243 +(epoch: 37, iters: 59224, time: 0.303, data: 0.019) G_GAN: 5.500 G_L1: 4.519 D_real: 0.146 D_fake: 0.286 +(epoch: 37, iters: 59324, time: 0.304, data: 0.019) G_GAN: 3.610 G_L1: 4.963 D_real: 0.145 D_fake: 0.099 +(epoch: 37, iters: 59424, time: 0.577, data: 0.018) G_GAN: 4.827 G_L1: 4.673 D_real: 0.008 D_fake: 0.128 +(epoch: 37, iters: 59524, time: 0.304, data: 0.021) G_GAN: 3.611 G_L1: 4.850 D_real: 0.148 D_fake: 0.064 +(epoch: 37, iters: 59624, time: 0.307, data: 0.019) G_GAN: 4.472 G_L1: 7.678 D_real: 0.118 D_fake: 0.052 +(epoch: 37, iters: 59724, time: 0.301, data: 0.019) G_GAN: 3.893 G_L1: 5.417 D_real: 0.582 D_fake: 0.022 +(epoch: 37, iters: 59824, time: 0.422, data: 0.019) G_GAN: 5.919 G_L1: 5.201 D_real: 0.012 D_fake: 0.018 +(epoch: 37, iters: 59924, time: 0.296, data: 0.020) G_GAN: 3.913 G_L1: 3.644 D_real: 0.037 D_fake: 0.067 +(epoch: 38, iters: 8, time: 0.305, data: 0.023) G_GAN: 4.059 G_L1: 3.691 D_real: 0.013 D_fake: 0.101 +(epoch: 38, iters: 108, time: 0.305, data: 0.019) G_GAN: 3.254 G_L1: 4.314 D_real: 0.221 D_fake: 0.162 +(epoch: 38, iters: 208, time: 0.597, data: 0.019) G_GAN: 3.624 G_L1: 3.727 D_real: 0.039 D_fake: 0.453 +(epoch: 38, iters: 308, time: 0.306, data: 0.018) G_GAN: 4.004 G_L1: 3.217 D_real: 0.147 D_fake: 0.155 +(epoch: 38, iters: 408, time: 0.299, data: 0.019) G_GAN: 4.424 G_L1: 2.947 D_real: 0.122 D_fake: 0.123 +(epoch: 38, iters: 508, time: 0.306, data: 0.020) G_GAN: 4.117 G_L1: 2.787 D_real: 0.030 D_fake: 0.065 +(epoch: 38, iters: 608, time: 0.426, data: 0.019) G_GAN: 5.228 G_L1: 10.283 D_real: 0.402 D_fake: 0.062 +(epoch: 38, iters: 708, time: 0.295, data: 0.019) G_GAN: 5.491 G_L1: 3.620 D_real: 0.001 D_fake: 0.041 +(epoch: 38, iters: 808, time: 0.301, data: 0.018) G_GAN: 3.720 G_L1: 3.244 D_real: 0.035 D_fake: 0.197 +(epoch: 38, iters: 908, time: 0.300, data: 0.019) G_GAN: 4.988 G_L1: 4.373 D_real: 0.040 D_fake: 0.054 +(epoch: 38, iters: 1008, time: 0.393, data: 0.018) G_GAN: 2.791 G_L1: 4.837 D_real: 0.052 D_fake: 0.303 +(epoch: 38, iters: 1108, time: 0.301, data: 0.019) G_GAN: 3.365 G_L1: 4.088 D_real: 0.259 D_fake: 0.051 +(epoch: 38, iters: 1208, time: 0.297, data: 0.022) G_GAN: 3.038 G_L1: 3.993 D_real: 0.292 D_fake: 0.072 +(epoch: 38, iters: 1308, time: 0.298, data: 0.020) G_GAN: 4.478 G_L1: 3.542 D_real: 0.059 D_fake: 0.028 +(epoch: 38, iters: 1408, time: 0.600, data: 0.020) G_GAN: 4.027 G_L1: 4.304 D_real: 0.012 D_fake: 0.407 +(epoch: 38, iters: 1508, time: 0.306, data: 0.019) G_GAN: 5.136 G_L1: 6.604 D_real: 0.007 D_fake: 0.274 +(epoch: 38, iters: 1608, time: 0.298, data: 0.019) G_GAN: 5.878 G_L1: 6.746 D_real: 0.020 D_fake: 0.024 +(epoch: 38, iters: 1708, time: 0.303, data: 0.020) G_GAN: 3.429 G_L1: 3.467 D_real: 0.152 D_fake: 0.083 +(epoch: 38, iters: 1808, time: 0.398, data: 0.019) G_GAN: 4.578 G_L1: 4.512 D_real: 0.219 D_fake: 0.021 +(epoch: 38, iters: 1908, time: 0.302, data: 0.021) G_GAN: 4.675 G_L1: 3.897 D_real: 0.034 D_fake: 0.024 +(epoch: 38, iters: 2008, time: 0.303, data: 0.023) G_GAN: 4.252 G_L1: 4.656 D_real: 0.373 D_fake: 0.029 +(epoch: 38, iters: 2108, time: 0.301, data: 0.019) G_GAN: 4.496 G_L1: 3.312 D_real: 0.021 D_fake: 0.091 +(epoch: 38, iters: 2208, time: 0.420, data: 0.020) G_GAN: 5.876 G_L1: 5.054 D_real: 0.023 D_fake: 0.074 +(epoch: 38, iters: 2308, time: 0.307, data: 0.020) G_GAN: 5.078 G_L1: 6.385 D_real: 0.017 D_fake: 0.057 +(epoch: 38, iters: 2408, time: 0.296, data: 0.019) G_GAN: 4.028 G_L1: 4.549 D_real: 0.053 D_fake: 0.102 +(epoch: 38, iters: 2508, time: 0.292, data: 0.018) G_GAN: 3.867 G_L1: 3.319 D_real: 0.083 D_fake: 0.436 +(epoch: 38, iters: 2608, time: 0.415, data: 0.019) G_GAN: 3.816 G_L1: 4.043 D_real: 0.038 D_fake: 0.192 +(epoch: 38, iters: 2708, time: 0.299, data: 0.020) G_GAN: 3.029 G_L1: 4.686 D_real: 0.006 D_fake: 0.221 +(epoch: 38, iters: 2808, time: 0.297, data: 0.019) G_GAN: 3.981 G_L1: 3.073 D_real: 0.073 D_fake: 0.073 +(epoch: 38, iters: 2908, time: 0.306, data: 0.020) G_GAN: 4.501 G_L1: 3.422 D_real: 0.078 D_fake: 0.063 +(epoch: 38, iters: 3008, time: 0.431, data: 0.020) G_GAN: 4.576 G_L1: 4.333 D_real: 0.039 D_fake: 0.078 +(epoch: 38, iters: 3108, time: 0.302, data: 0.020) G_GAN: 4.800 G_L1: 5.304 D_real: 0.079 D_fake: 0.310 +(epoch: 38, iters: 3208, time: 0.297, data: 0.019) G_GAN: 4.769 G_L1: 4.377 D_real: 0.073 D_fake: 0.022 +(epoch: 38, iters: 3308, time: 0.299, data: 0.019) G_GAN: 5.768 G_L1: 5.053 D_real: 0.049 D_fake: 0.006 +(epoch: 38, iters: 3408, time: 0.562, data: 0.020) G_GAN: 4.665 G_L1: 6.532 D_real: 0.245 D_fake: 0.018 +(epoch: 38, iters: 3508, time: 0.301, data: 0.019) G_GAN: 4.882 G_L1: 4.377 D_real: 0.204 D_fake: 0.011 +(epoch: 38, iters: 3608, time: 0.304, data: 0.019) G_GAN: 4.358 G_L1: 5.261 D_real: 0.467 D_fake: 0.026 +(epoch: 38, iters: 3708, time: 0.294, data: 0.018) G_GAN: 4.389 G_L1: 4.549 D_real: 0.050 D_fake: 0.081 +(epoch: 38, iters: 3808, time: 0.380, data: 0.020) G_GAN: 4.796 G_L1: 3.032 D_real: 0.054 D_fake: 0.165 +(epoch: 38, iters: 3908, time: 0.297, data: 0.020) G_GAN: 4.831 G_L1: 3.745 D_real: 0.003 D_fake: 0.023 +(epoch: 38, iters: 4008, time: 0.299, data: 0.019) G_GAN: 4.042 G_L1: 5.559 D_real: 0.040 D_fake: 0.057 +(epoch: 38, iters: 4108, time: 0.291, data: 0.019) G_GAN: 5.329 G_L1: 3.866 D_real: 0.289 D_fake: 0.014 +(epoch: 38, iters: 4208, time: 0.395, data: 0.018) G_GAN: 3.795 G_L1: 3.742 D_real: 0.227 D_fake: 0.156 +(epoch: 38, iters: 4308, time: 0.286, data: 0.020) G_GAN: 6.067 G_L1: 5.312 D_real: 0.002 D_fake: 0.148 +(epoch: 38, iters: 4408, time: 0.301, data: 0.017) G_GAN: 4.139 G_L1: 2.333 D_real: 0.177 D_fake: 0.085 +(epoch: 38, iters: 4508, time: 0.302, data: 0.020) G_GAN: 5.742 G_L1: 3.507 D_real: 0.118 D_fake: 0.005 +(epoch: 38, iters: 4608, time: 0.405, data: 0.018) G_GAN: 4.839 G_L1: 4.627 D_real: 0.022 D_fake: 0.039 +(epoch: 38, iters: 4708, time: 0.289, data: 0.019) G_GAN: 4.309 G_L1: 4.864 D_real: 0.026 D_fake: 0.196 +(epoch: 38, iters: 4808, time: 0.285, data: 0.016) G_GAN: 5.849 G_L1: 12.576 D_real: 0.108 D_fake: 0.014 +(epoch: 38, iters: 4908, time: 0.306, data: 0.017) G_GAN: 3.511 G_L1: 3.221 D_real: 0.002 D_fake: 0.366 +(epoch: 38, iters: 5008, time: 0.417, data: 0.019) G_GAN: 3.310 G_L1: 3.280 D_real: 0.191 D_fake: 0.042 +(epoch: 38, iters: 5108, time: 0.302, data: 0.019) G_GAN: 3.951 G_L1: 4.192 D_real: 0.163 D_fake: 0.042 +(epoch: 38, iters: 5208, time: 0.305, data: 0.019) G_GAN: 3.724 G_L1: 4.643 D_real: 0.022 D_fake: 0.162 +(epoch: 38, iters: 5308, time: 0.306, data: 0.019) G_GAN: 5.335 G_L1: 4.087 D_real: 0.001 D_fake: 0.058 +(epoch: 38, iters: 5408, time: 0.597, data: 0.019) G_GAN: 4.005 G_L1: 5.882 D_real: 0.042 D_fake: 0.061 +(epoch: 38, iters: 5508, time: 0.293, data: 0.019) G_GAN: 3.917 G_L1: 3.506 D_real: 0.177 D_fake: 0.045 +(epoch: 38, iters: 5608, time: 0.311, data: 0.017) G_GAN: 3.729 G_L1: 4.794 D_real: 0.085 D_fake: 0.244 +(epoch: 38, iters: 5708, time: 0.305, data: 0.019) G_GAN: 5.387 G_L1: 2.212 D_real: 0.035 D_fake: 0.036 +(epoch: 38, iters: 5808, time: 0.414, data: 0.018) G_GAN: 5.520 G_L1: 5.220 D_real: 0.003 D_fake: 0.026 +(epoch: 38, iters: 5908, time: 0.301, data: 0.017) G_GAN: 5.288 G_L1: 6.543 D_real: 0.007 D_fake: 0.056 +(epoch: 38, iters: 6008, time: 0.306, data: 0.017) G_GAN: 3.177 G_L1: 4.282 D_real: 0.333 D_fake: 0.105 +(epoch: 38, iters: 6108, time: 0.305, data: 0.019) G_GAN: 4.798 G_L1: 5.202 D_real: 0.014 D_fake: 0.083 +(epoch: 38, iters: 6208, time: 0.393, data: 0.021) G_GAN: 2.785 G_L1: 2.216 D_real: 0.098 D_fake: 0.267 +(epoch: 38, iters: 6308, time: 0.295, data: 0.023) G_GAN: 4.239 G_L1: 4.067 D_real: 0.005 D_fake: 0.082 +(epoch: 38, iters: 6408, time: 0.305, data: 0.017) G_GAN: 3.947 G_L1: 4.314 D_real: 0.105 D_fake: 0.088 +(epoch: 38, iters: 6508, time: 0.296, data: 0.019) G_GAN: 4.891 G_L1: 3.720 D_real: 0.118 D_fake: 0.063 +(epoch: 38, iters: 6608, time: 0.402, data: 0.017) G_GAN: 6.853 G_L1: 3.256 D_real: 0.000 D_fake: 0.047 +(epoch: 38, iters: 6708, time: 0.305, data: 0.018) G_GAN: 4.889 G_L1: 4.639 D_real: 0.469 D_fake: 0.009 +(epoch: 38, iters: 6808, time: 0.307, data: 0.017) G_GAN: 4.944 G_L1: 4.955 D_real: 0.043 D_fake: 0.031 +(epoch: 38, iters: 6908, time: 0.303, data: 0.018) G_GAN: 4.405 G_L1: 3.977 D_real: 0.020 D_fake: 0.033 +(epoch: 38, iters: 7008, time: 0.401, data: 0.018) G_GAN: 4.769 G_L1: 4.282 D_real: 0.411 D_fake: 0.022 +(epoch: 38, iters: 7108, time: 0.303, data: 0.017) G_GAN: 3.789 G_L1: 3.878 D_real: 0.137 D_fake: 0.185 +(epoch: 38, iters: 7208, time: 0.302, data: 0.018) G_GAN: 3.687 G_L1: 4.451 D_real: 0.029 D_fake: 0.164 +(epoch: 38, iters: 7308, time: 0.307, data: 0.019) G_GAN: 6.219 G_L1: 6.731 D_real: 0.032 D_fake: 0.140 +(epoch: 38, iters: 7408, time: 0.556, data: 0.019) G_GAN: 5.940 G_L1: 3.646 D_real: 0.029 D_fake: 0.016 +(epoch: 38, iters: 7508, time: 0.306, data: 0.016) G_GAN: 4.872 G_L1: 6.476 D_real: 0.014 D_fake: 0.047 +(epoch: 38, iters: 7608, time: 0.295, data: 0.018) G_GAN: 5.350 G_L1: 6.635 D_real: 0.125 D_fake: 0.018 +(epoch: 38, iters: 7708, time: 0.303, data: 0.021) G_GAN: 4.719 G_L1: 3.458 D_real: 0.025 D_fake: 0.129 +(epoch: 38, iters: 7808, time: 0.420, data: 0.017) G_GAN: 3.698 G_L1: 3.858 D_real: 0.026 D_fake: 0.138 +(epoch: 38, iters: 7908, time: 0.307, data: 0.018) G_GAN: 4.170 G_L1: 4.118 D_real: 0.055 D_fake: 0.089 +(epoch: 38, iters: 8008, time: 0.301, data: 0.022) G_GAN: 4.036 G_L1: 3.310 D_real: 0.199 D_fake: 0.046 +(epoch: 38, iters: 8108, time: 0.296, data: 0.019) G_GAN: 4.910 G_L1: 5.535 D_real: 0.087 D_fake: 0.037 +(epoch: 38, iters: 8208, time: 0.426, data: 0.017) G_GAN: 4.618 G_L1: 4.852 D_real: 0.060 D_fake: 0.158 +(epoch: 38, iters: 8308, time: 0.304, data: 0.018) G_GAN: 3.782 G_L1: 2.296 D_real: 0.076 D_fake: 0.136 +(epoch: 38, iters: 8408, time: 0.295, data: 0.024) G_GAN: 3.356 G_L1: 3.456 D_real: 0.137 D_fake: 0.086 +(epoch: 38, iters: 8508, time: 0.297, data: 0.021) G_GAN: 3.892 G_L1: 3.760 D_real: 0.053 D_fake: 0.112 +(epoch: 38, iters: 8608, time: 0.413, data: 0.020) G_GAN: 4.621 G_L1: 3.877 D_real: 0.237 D_fake: 0.020 +(epoch: 38, iters: 8708, time: 0.302, data: 0.016) G_GAN: 6.732 G_L1: 4.363 D_real: 0.005 D_fake: 0.019 +(epoch: 38, iters: 8808, time: 0.306, data: 0.018) G_GAN: 4.678 G_L1: 4.069 D_real: 0.038 D_fake: 0.164 +(epoch: 38, iters: 8908, time: 0.293, data: 0.019) G_GAN: 6.193 G_L1: 4.315 D_real: 0.047 D_fake: 0.005 +(epoch: 38, iters: 9008, time: 0.424, data: 0.017) G_GAN: 4.131 G_L1: 3.891 D_real: 0.018 D_fake: 0.094 +(epoch: 38, iters: 9108, time: 0.299, data: 0.018) G_GAN: 7.007 G_L1: 5.657 D_real: 0.003 D_fake: 0.025 +(epoch: 38, iters: 9208, time: 0.278, data: 0.017) G_GAN: 5.309 G_L1: 3.760 D_real: 0.003 D_fake: 0.025 +(epoch: 38, iters: 9308, time: 0.299, data: 0.015) G_GAN: 4.221 G_L1: 4.004 D_real: 0.213 D_fake: 0.062 +(epoch: 38, iters: 9408, time: 0.567, data: 0.017) G_GAN: 5.520 G_L1: 3.862 D_real: 0.032 D_fake: 0.073 +(epoch: 38, iters: 9508, time: 0.303, data: 0.018) G_GAN: 4.096 G_L1: 3.793 D_real: 0.003 D_fake: 0.114 +(epoch: 38, iters: 9608, time: 0.294, data: 0.022) G_GAN: 4.172 G_L1: 4.808 D_real: 0.196 D_fake: 0.039 +(epoch: 38, iters: 9708, time: 0.308, data: 0.017) G_GAN: 5.276 G_L1: 8.916 D_real: 0.199 D_fake: 0.019 +(epoch: 38, iters: 9808, time: 0.394, data: 0.019) G_GAN: 3.864 G_L1: 3.793 D_real: 0.034 D_fake: 0.084 +(epoch: 38, iters: 9908, time: 0.291, data: 0.017) G_GAN: 5.036 G_L1: 3.241 D_real: 0.022 D_fake: 0.212 +(epoch: 38, iters: 10008, time: 0.281, data: 0.017) G_GAN: 6.339 G_L1: 5.638 D_real: 0.033 D_fake: 0.028 +(epoch: 38, iters: 10108, time: 0.304, data: 0.017) G_GAN: 6.178 G_L1: 5.898 D_real: 0.360 D_fake: 0.005 +(epoch: 38, iters: 10208, time: 0.397, data: 0.018) G_GAN: 4.612 G_L1: 3.790 D_real: 0.007 D_fake: 0.068 +(epoch: 38, iters: 10308, time: 0.304, data: 0.016) G_GAN: 3.466 G_L1: 2.263 D_real: 0.087 D_fake: 0.066 +(epoch: 38, iters: 10408, time: 0.297, data: 0.017) G_GAN: 5.420 G_L1: 5.057 D_real: 0.016 D_fake: 0.273 +(epoch: 38, iters: 10508, time: 0.307, data: 0.018) G_GAN: 3.740 G_L1: 3.986 D_real: 0.207 D_fake: 0.080 +(epoch: 38, iters: 10608, time: 0.391, data: 0.017) G_GAN: 5.751 G_L1: 4.901 D_real: 0.128 D_fake: 0.010 +(epoch: 38, iters: 10708, time: 0.299, data: 0.019) G_GAN: 4.224 G_L1: 3.240 D_real: 0.041 D_fake: 0.068 +(epoch: 38, iters: 10808, time: 0.298, data: 0.019) G_GAN: 5.699 G_L1: 2.498 D_real: 0.161 D_fake: 0.021 +(epoch: 38, iters: 10908, time: 0.289, data: 0.019) G_GAN: 3.757 G_L1: 3.706 D_real: 0.052 D_fake: 0.374 +(epoch: 38, iters: 11008, time: 0.411, data: 0.017) G_GAN: 2.394 G_L1: 3.439 D_real: 0.478 D_fake: 0.171 +(epoch: 38, iters: 11108, time: 0.289, data: 0.018) G_GAN: 6.744 G_L1: 7.073 D_real: 0.009 D_fake: 0.132 +(epoch: 38, iters: 11208, time: 0.303, data: 0.017) G_GAN: 5.277 G_L1: 7.274 D_real: 0.000 D_fake: 0.035 +(epoch: 38, iters: 11308, time: 0.299, data: 0.018) G_GAN: 4.328 G_L1: 2.801 D_real: 0.031 D_fake: 0.089 +(epoch: 38, iters: 11408, time: 0.555, data: 0.017) G_GAN: 3.601 G_L1: 5.029 D_real: 0.121 D_fake: 0.240 +(epoch: 38, iters: 11508, time: 0.294, data: 0.017) G_GAN: 4.289 G_L1: 4.223 D_real: 0.092 D_fake: 0.133 +(epoch: 38, iters: 11608, time: 0.303, data: 0.021) G_GAN: 2.941 G_L1: 3.006 D_real: 0.196 D_fake: 0.118 +(epoch: 38, iters: 11708, time: 0.297, data: 0.018) G_GAN: 5.324 G_L1: 5.897 D_real: 0.001 D_fake: 0.321 +(epoch: 38, iters: 11808, time: 0.427, data: 0.018) G_GAN: 5.224 G_L1: 5.207 D_real: 0.378 D_fake: 0.426 +(epoch: 38, iters: 11908, time: 0.301, data: 0.018) G_GAN: 4.157 G_L1: 4.560 D_real: 0.013 D_fake: 0.110 +(epoch: 38, iters: 12008, time: 0.295, data: 0.019) G_GAN: 3.859 G_L1: 3.640 D_real: 0.022 D_fake: 0.108 +(epoch: 38, iters: 12108, time: 0.308, data: 0.018) G_GAN: 4.364 G_L1: 3.184 D_real: 0.227 D_fake: 0.016 +(epoch: 38, iters: 12208, time: 0.412, data: 0.019) G_GAN: 5.738 G_L1: 4.358 D_real: 0.022 D_fake: 0.117 +(epoch: 38, iters: 12308, time: 0.294, data: 0.018) G_GAN: 5.168 G_L1: 5.261 D_real: 0.070 D_fake: 0.016 +(epoch: 38, iters: 12408, time: 0.303, data: 0.018) G_GAN: 2.309 G_L1: 2.547 D_real: 0.600 D_fake: 0.216 +(epoch: 38, iters: 12508, time: 0.306, data: 0.019) G_GAN: 4.211 G_L1: 3.780 D_real: 0.007 D_fake: 0.402 +(epoch: 38, iters: 12608, time: 0.417, data: 0.019) G_GAN: 3.871 G_L1: 4.239 D_real: 0.172 D_fake: 0.062 +(epoch: 38, iters: 12708, time: 0.285, data: 0.019) G_GAN: 3.867 G_L1: 3.987 D_real: 0.050 D_fake: 0.052 +(epoch: 38, iters: 12808, time: 0.303, data: 0.017) G_GAN: 4.340 G_L1: 6.104 D_real: 0.006 D_fake: 0.417 +(epoch: 38, iters: 12908, time: 0.302, data: 0.019) G_GAN: 5.099 G_L1: 6.550 D_real: 0.073 D_fake: 0.099 +(epoch: 38, iters: 13008, time: 0.419, data: 0.017) G_GAN: 4.190 G_L1: 5.689 D_real: 0.001 D_fake: 0.160 +(epoch: 38, iters: 13108, time: 0.287, data: 0.019) G_GAN: 5.265 G_L1: 3.309 D_real: 0.024 D_fake: 0.024 +(epoch: 38, iters: 13208, time: 0.296, data: 0.017) G_GAN: 4.882 G_L1: 3.407 D_real: 0.037 D_fake: 0.205 +(epoch: 38, iters: 13308, time: 0.304, data: 0.020) G_GAN: 3.979 G_L1: 4.417 D_real: 0.567 D_fake: 0.068 +(epoch: 38, iters: 13408, time: 0.561, data: 0.018) G_GAN: 6.781 G_L1: 6.202 D_real: 0.002 D_fake: 0.082 +(epoch: 38, iters: 13508, time: 0.300, data: 0.017) G_GAN: 7.720 G_L1: 4.243 D_real: 0.302 D_fake: 0.426 +(epoch: 38, iters: 13608, time: 0.303, data: 0.018) G_GAN: 3.275 G_L1: 3.937 D_real: 0.098 D_fake: 0.633 +(epoch: 38, iters: 13708, time: 0.305, data: 0.019) G_GAN: 4.573 G_L1: 6.375 D_real: 0.302 D_fake: 0.049 +(epoch: 38, iters: 13808, time: 0.397, data: 0.018) G_GAN: 3.666 G_L1: 2.499 D_real: 0.168 D_fake: 0.287 +(epoch: 38, iters: 13908, time: 0.302, data: 0.015) G_GAN: 3.129 G_L1: 3.480 D_real: 0.001 D_fake: 0.135 +(epoch: 38, iters: 14008, time: 0.296, data: 0.018) G_GAN: 4.156 G_L1: 6.501 D_real: 0.253 D_fake: 0.017 +(epoch: 38, iters: 14108, time: 0.299, data: 0.020) G_GAN: 3.850 G_L1: 5.962 D_real: 0.063 D_fake: 0.080 +(epoch: 38, iters: 14208, time: 0.415, data: 0.018) G_GAN: 3.970 G_L1: 4.015 D_real: 0.064 D_fake: 0.589 +(epoch: 38, iters: 14308, time: 0.302, data: 0.018) G_GAN: 4.560 G_L1: 3.350 D_real: 0.037 D_fake: 0.102 +(epoch: 38, iters: 14408, time: 0.298, data: 0.017) G_GAN: 3.332 G_L1: 7.315 D_real: 0.008 D_fake: 0.329 +(epoch: 38, iters: 14508, time: 0.304, data: 0.020) G_GAN: 7.748 G_L1: 5.583 D_real: 0.106 D_fake: 0.011 +(epoch: 38, iters: 14608, time: 0.423, data: 0.019) G_GAN: 4.224 G_L1: 4.265 D_real: 0.058 D_fake: 0.114 +(epoch: 38, iters: 14708, time: 0.291, data: 0.019) G_GAN: 6.207 G_L1: 2.962 D_real: 0.008 D_fake: 0.012 +(epoch: 38, iters: 14808, time: 0.308, data: 0.023) G_GAN: 5.406 G_L1: 7.547 D_real: 0.001 D_fake: 0.304 +(epoch: 38, iters: 14908, time: 0.303, data: 0.018) G_GAN: 4.686 G_L1: 3.622 D_real: 0.024 D_fake: 0.029 +(epoch: 38, iters: 15008, time: 0.395, data: 0.016) G_GAN: 6.968 G_L1: 5.488 D_real: 0.021 D_fake: 0.019 +(epoch: 38, iters: 15108, time: 0.301, data: 0.019) G_GAN: 4.529 G_L1: 4.083 D_real: 0.023 D_fake: 0.095 +(epoch: 38, iters: 15208, time: 0.295, data: 0.018) G_GAN: 3.392 G_L1: 3.168 D_real: 0.266 D_fake: 0.231 +(epoch: 38, iters: 15308, time: 0.293, data: 0.018) G_GAN: 5.355 G_L1: 3.134 D_real: 0.010 D_fake: 0.029 +(epoch: 38, iters: 15408, time: 0.528, data: 0.018) G_GAN: 3.408 G_L1: 2.914 D_real: 0.005 D_fake: 0.086 +(epoch: 38, iters: 15508, time: 0.299, data: 0.017) G_GAN: 11.089 G_L1: 10.015 D_real: 0.009 D_fake: 1.272 +(epoch: 38, iters: 15608, time: 0.294, data: 0.024) G_GAN: 5.651 G_L1: 4.867 D_real: 0.026 D_fake: 0.024 +(epoch: 38, iters: 15708, time: 0.305, data: 0.020) G_GAN: 3.537 G_L1: 3.244 D_real: 0.046 D_fake: 0.180 +(epoch: 38, iters: 15808, time: 0.428, data: 0.018) G_GAN: 3.429 G_L1: 3.311 D_real: 0.089 D_fake: 0.260 +(epoch: 38, iters: 15908, time: 0.291, data: 0.018) G_GAN: 6.055 G_L1: 6.351 D_real: 0.020 D_fake: 0.018 +(epoch: 38, iters: 16008, time: 0.300, data: 0.017) G_GAN: 3.492 G_L1: 3.484 D_real: 0.232 D_fake: 0.051 +(epoch: 38, iters: 16108, time: 0.296, data: 0.018) G_GAN: 4.925 G_L1: 5.933 D_real: 0.087 D_fake: 0.026 +(epoch: 38, iters: 16208, time: 0.421, data: 0.019) G_GAN: 3.847 G_L1: 3.359 D_real: 0.160 D_fake: 0.264 +(epoch: 38, iters: 16308, time: 0.298, data: 0.018) G_GAN: 6.010 G_L1: 4.604 D_real: 0.033 D_fake: 0.101 +(epoch: 38, iters: 16408, time: 0.295, data: 0.018) G_GAN: 4.030 G_L1: 4.589 D_real: 0.113 D_fake: 0.039 +(epoch: 38, iters: 16508, time: 0.296, data: 0.018) G_GAN: 4.558 G_L1: 4.056 D_real: 0.067 D_fake: 0.032 +(epoch: 38, iters: 16608, time: 0.376, data: 0.018) G_GAN: 5.527 G_L1: 3.646 D_real: 0.006 D_fake: 0.032 +(epoch: 38, iters: 16708, time: 0.297, data: 0.016) G_GAN: 5.575 G_L1: 11.580 D_real: 0.125 D_fake: 0.011 +(epoch: 38, iters: 16808, time: 0.305, data: 0.017) G_GAN: 2.318 G_L1: 4.535 D_real: 1.106 D_fake: 0.050 +(epoch: 38, iters: 16908, time: 0.292, data: 0.018) G_GAN: 5.382 G_L1: 4.403 D_real: 0.009 D_fake: 0.032 +(epoch: 38, iters: 17008, time: 0.420, data: 0.019) G_GAN: 6.549 G_L1: 6.545 D_real: 0.163 D_fake: 0.014 +(epoch: 38, iters: 17108, time: 0.303, data: 0.018) G_GAN: 4.793 G_L1: 4.235 D_real: 0.194 D_fake: 0.016 +(epoch: 38, iters: 17208, time: 0.301, data: 0.019) G_GAN: 4.819 G_L1: 3.902 D_real: 0.107 D_fake: 0.023 +(epoch: 38, iters: 17308, time: 0.297, data: 0.018) G_GAN: 6.371 G_L1: 5.428 D_real: 0.008 D_fake: 0.112 +(epoch: 38, iters: 17408, time: 0.570, data: 0.018) G_GAN: 4.810 G_L1: 3.488 D_real: 0.265 D_fake: 0.069 +(epoch: 38, iters: 17508, time: 0.306, data: 0.018) G_GAN: 6.108 G_L1: 3.717 D_real: 0.001 D_fake: 0.439 +(epoch: 38, iters: 17608, time: 0.286, data: 0.019) G_GAN: 4.672 G_L1: 3.205 D_real: 0.192 D_fake: 0.035 +(epoch: 38, iters: 17708, time: 0.304, data: 0.017) G_GAN: 6.440 G_L1: 5.515 D_real: 0.003 D_fake: 0.010 +(epoch: 38, iters: 17808, time: 0.423, data: 0.018) G_GAN: 3.498 G_L1: 5.763 D_real: 0.018 D_fake: 0.056 +(epoch: 38, iters: 17908, time: 0.284, data: 0.019) G_GAN: 5.460 G_L1: 4.238 D_real: 0.163 D_fake: 0.030 +(epoch: 38, iters: 18008, time: 0.299, data: 0.015) G_GAN: 4.114 G_L1: 8.628 D_real: 0.087 D_fake: 0.107 +(epoch: 38, iters: 18108, time: 0.291, data: 0.018) G_GAN: 4.916 G_L1: 3.633 D_real: 0.030 D_fake: 0.276 +(epoch: 38, iters: 18208, time: 0.410, data: 0.021) G_GAN: 4.817 G_L1: 6.126 D_real: 0.094 D_fake: 0.045 +(epoch: 38, iters: 18308, time: 0.294, data: 0.018) G_GAN: 5.359 G_L1: 4.537 D_real: 0.017 D_fake: 0.013 +(epoch: 38, iters: 18408, time: 0.293, data: 0.018) G_GAN: 3.854 G_L1: 5.648 D_real: 0.118 D_fake: 0.073 +(epoch: 38, iters: 18508, time: 0.298, data: 0.018) G_GAN: 4.543 G_L1: 3.707 D_real: 0.027 D_fake: 0.169 +(epoch: 38, iters: 18608, time: 0.418, data: 0.018) G_GAN: 5.341 G_L1: 5.363 D_real: 0.133 D_fake: 0.014 +(epoch: 38, iters: 18708, time: 0.298, data: 0.022) G_GAN: 3.657 G_L1: 4.196 D_real: 0.080 D_fake: 0.366 +(epoch: 38, iters: 18808, time: 0.303, data: 0.017) G_GAN: 4.510 G_L1: 3.591 D_real: 0.215 D_fake: 0.419 +(epoch: 38, iters: 18908, time: 0.310, data: 0.019) G_GAN: 5.187 G_L1: 3.758 D_real: 0.010 D_fake: 1.044 +(epoch: 38, iters: 19008, time: 0.417, data: 0.018) G_GAN: 1.595 G_L1: 4.533 D_real: 0.622 D_fake: 0.044 +(epoch: 38, iters: 19108, time: 0.306, data: 0.018) G_GAN: 5.947 G_L1: 4.548 D_real: 0.107 D_fake: 0.021 +(epoch: 38, iters: 19208, time: 0.296, data: 0.018) G_GAN: 5.841 G_L1: 5.057 D_real: 0.050 D_fake: 0.043 +(epoch: 38, iters: 19308, time: 0.298, data: 0.018) G_GAN: 4.340 G_L1: 3.478 D_real: 0.101 D_fake: 0.031 +(epoch: 38, iters: 19408, time: 0.581, data: 0.019) G_GAN: 5.945 G_L1: 10.019 D_real: 0.022 D_fake: 0.009 +(epoch: 38, iters: 19508, time: 0.289, data: 0.019) G_GAN: 5.620 G_L1: 4.302 D_real: 0.037 D_fake: 0.011 +(epoch: 38, iters: 19608, time: 0.293, data: 0.017) G_GAN: 3.141 G_L1: 4.341 D_real: 0.011 D_fake: 0.148 +(epoch: 38, iters: 19708, time: 0.291, data: 0.018) G_GAN: 3.680 G_L1: 3.991 D_real: 0.116 D_fake: 0.049 +(epoch: 38, iters: 19808, time: 0.406, data: 0.018) G_GAN: 5.805 G_L1: 3.882 D_real: 0.019 D_fake: 0.087 +(epoch: 38, iters: 19908, time: 0.299, data: 0.017) G_GAN: 6.088 G_L1: 4.911 D_real: 0.018 D_fake: 0.009 +(epoch: 38, iters: 20008, time: 0.301, data: 0.019) G_GAN: 6.399 G_L1: 5.020 D_real: 0.020 D_fake: 0.040 +(epoch: 38, iters: 20108, time: 0.290, data: 0.018) G_GAN: 4.432 G_L1: 2.940 D_real: 0.046 D_fake: 0.061 +(epoch: 38, iters: 20208, time: 0.389, data: 0.017) G_GAN: 3.570 G_L1: 2.415 D_real: 0.111 D_fake: 0.167 +(epoch: 38, iters: 20308, time: 0.296, data: 0.019) G_GAN: 4.132 G_L1: 3.850 D_real: 0.141 D_fake: 0.039 +(epoch: 38, iters: 20408, time: 0.288, data: 0.018) G_GAN: 4.318 G_L1: 3.459 D_real: 0.015 D_fake: 0.071 +(epoch: 38, iters: 20508, time: 0.299, data: 0.018) G_GAN: 5.027 G_L1: 4.161 D_real: 0.047 D_fake: 0.050 +(epoch: 38, iters: 20608, time: 0.386, data: 0.018) G_GAN: 4.188 G_L1: 4.259 D_real: 0.008 D_fake: 0.115 +(epoch: 38, iters: 20708, time: 0.287, data: 0.018) G_GAN: 3.469 G_L1: 4.278 D_real: 0.712 D_fake: 0.064 +(epoch: 38, iters: 20808, time: 0.298, data: 0.016) G_GAN: 3.648 G_L1: 4.658 D_real: 0.003 D_fake: 0.140 +(epoch: 38, iters: 20908, time: 0.297, data: 0.018) G_GAN: 6.537 G_L1: 6.270 D_real: 0.013 D_fake: 0.016 +(epoch: 38, iters: 21008, time: 0.387, data: 0.018) G_GAN: 5.060 G_L1: 4.353 D_real: 0.082 D_fake: 0.025 +(epoch: 38, iters: 21108, time: 0.301, data: 0.017) G_GAN: 4.248 G_L1: 5.187 D_real: 0.030 D_fake: 0.041 +(epoch: 38, iters: 21208, time: 0.298, data: 0.018) G_GAN: 3.362 G_L1: 3.421 D_real: 0.097 D_fake: 0.129 +(epoch: 38, iters: 21308, time: 0.298, data: 0.019) G_GAN: 5.120 G_L1: 5.156 D_real: 0.007 D_fake: 0.019 +(epoch: 38, iters: 21408, time: 0.567, data: 0.018) G_GAN: 5.971 G_L1: 8.643 D_real: 0.000 D_fake: 0.008 +(epoch: 38, iters: 21508, time: 0.285, data: 0.018) G_GAN: 4.734 G_L1: 3.370 D_real: 0.059 D_fake: 0.260 +(epoch: 38, iters: 21608, time: 0.292, data: 0.017) G_GAN: 5.660 G_L1: 6.782 D_real: 0.000 D_fake: 0.068 +(epoch: 38, iters: 21708, time: 0.300, data: 0.018) G_GAN: 4.472 G_L1: 5.181 D_real: 0.046 D_fake: 0.050 +(epoch: 38, iters: 21808, time: 0.407, data: 0.018) G_GAN: 4.273 G_L1: 3.766 D_real: 0.028 D_fake: 0.127 +(epoch: 38, iters: 21908, time: 0.297, data: 0.018) G_GAN: 6.835 G_L1: 4.071 D_real: 0.010 D_fake: 0.007 +(epoch: 38, iters: 22008, time: 0.286, data: 0.018) G_GAN: 4.942 G_L1: 3.259 D_real: 0.058 D_fake: 0.076 +(epoch: 38, iters: 22108, time: 0.294, data: 0.018) G_GAN: 5.254 G_L1: 3.552 D_real: 0.060 D_fake: 0.015 +(epoch: 38, iters: 22208, time: 0.416, data: 0.017) G_GAN: 1.995 G_L1: 5.064 D_real: 0.513 D_fake: 0.032 +(epoch: 38, iters: 22308, time: 0.285, data: 0.019) G_GAN: 1.627 G_L1: 3.283 D_real: 0.878 D_fake: 0.020 +(epoch: 38, iters: 22408, time: 0.297, data: 0.019) G_GAN: 3.990 G_L1: 2.741 D_real: 0.137 D_fake: 0.350 +(epoch: 38, iters: 22508, time: 0.295, data: 0.019) G_GAN: 4.758 G_L1: 2.312 D_real: 0.004 D_fake: 0.122 +(epoch: 38, iters: 22608, time: 0.380, data: 0.017) G_GAN: 4.386 G_L1: 2.977 D_real: 0.018 D_fake: 0.054 +(epoch: 38, iters: 22708, time: 0.296, data: 0.018) G_GAN: 5.464 G_L1: 12.127 D_real: 0.005 D_fake: 0.022 +(epoch: 38, iters: 22808, time: 0.301, data: 0.018) G_GAN: 4.289 G_L1: 3.957 D_real: 0.009 D_fake: 0.173 +(epoch: 38, iters: 22908, time: 0.299, data: 0.019) G_GAN: 3.385 G_L1: 3.143 D_real: 0.093 D_fake: 0.113 +(epoch: 38, iters: 23008, time: 0.426, data: 0.018) G_GAN: 4.384 G_L1: 3.919 D_real: 0.017 D_fake: 0.092 +(epoch: 38, iters: 23108, time: 0.297, data: 0.019) G_GAN: 4.033 G_L1: 3.979 D_real: 0.009 D_fake: 0.161 +(epoch: 38, iters: 23208, time: 0.291, data: 0.019) G_GAN: 2.885 G_L1: 4.184 D_real: 0.599 D_fake: 0.070 +(epoch: 38, iters: 23308, time: 0.296, data: 0.021) G_GAN: 5.384 G_L1: 3.635 D_real: 0.008 D_fake: 0.731 +(epoch: 38, iters: 23408, time: 0.574, data: 0.018) G_GAN: 4.611 G_L1: 5.708 D_real: 0.002 D_fake: 0.138 +(epoch: 38, iters: 23508, time: 0.287, data: 0.018) G_GAN: 4.839 G_L1: 8.457 D_real: 0.114 D_fake: 0.055 +(epoch: 38, iters: 23608, time: 0.296, data: 0.016) G_GAN: 6.780 G_L1: 4.205 D_real: 0.000 D_fake: 0.017 +(epoch: 38, iters: 23708, time: 0.285, data: 0.018) G_GAN: 5.613 G_L1: 4.391 D_real: 0.015 D_fake: 0.249 +(epoch: 38, iters: 23808, time: 0.369, data: 0.016) G_GAN: 4.590 G_L1: 4.113 D_real: 0.062 D_fake: 0.114 +(epoch: 38, iters: 23908, time: 0.284, data: 0.016) G_GAN: 5.563 G_L1: 5.702 D_real: 0.029 D_fake: 0.084 +(epoch: 38, iters: 24008, time: 0.293, data: 0.018) G_GAN: 3.157 G_L1: 4.565 D_real: 0.064 D_fake: 0.162 +(epoch: 38, iters: 24108, time: 0.295, data: 0.017) G_GAN: 6.541 G_L1: 6.833 D_real: 0.070 D_fake: 0.031 +(epoch: 38, iters: 24208, time: 0.416, data: 0.021) G_GAN: 6.751 G_L1: 5.772 D_real: 0.026 D_fake: 0.021 +(epoch: 38, iters: 24308, time: 0.289, data: 0.019) G_GAN: 5.223 G_L1: 7.836 D_real: 0.322 D_fake: 0.024 +(epoch: 38, iters: 24408, time: 0.299, data: 0.018) G_GAN: 3.856 G_L1: 4.398 D_real: 0.412 D_fake: 0.044 +(epoch: 38, iters: 24508, time: 0.295, data: 0.020) G_GAN: 6.274 G_L1: 5.235 D_real: 0.003 D_fake: 0.133 +(epoch: 38, iters: 24608, time: 0.412, data: 0.017) G_GAN: 4.157 G_L1: 7.653 D_real: 0.640 D_fake: 0.017 +(epoch: 38, iters: 24708, time: 0.306, data: 0.018) G_GAN: 5.921 G_L1: 4.307 D_real: 0.004 D_fake: 0.080 +(epoch: 38, iters: 24808, time: 0.303, data: 0.021) G_GAN: 6.169 G_L1: 4.483 D_real: 0.000 D_fake: 0.007 +(epoch: 38, iters: 24908, time: 0.304, data: 0.018) G_GAN: 12.812 G_L1: 11.235 D_real: 0.002 D_fake: 0.564 +(epoch: 38, iters: 25008, time: 0.425, data: 0.024) G_GAN: 4.965 G_L1: 3.265 D_real: 0.031 D_fake: 0.135 +(epoch: 38, iters: 25108, time: 0.287, data: 0.020) G_GAN: 6.089 G_L1: 4.214 D_real: 0.002 D_fake: 0.044 +(epoch: 38, iters: 25208, time: 0.295, data: 0.016) G_GAN: 1.445 G_L1: 3.558 D_real: 0.811 D_fake: 0.086 +(epoch: 38, iters: 25308, time: 0.302, data: 0.017) G_GAN: 5.208 G_L1: 3.067 D_real: 0.002 D_fake: 0.098 +(epoch: 38, iters: 25408, time: 0.510, data: 0.019) G_GAN: 4.598 G_L1: 3.999 D_real: 0.002 D_fake: 0.042 +(epoch: 38, iters: 25508, time: 0.304, data: 0.019) G_GAN: 5.401 G_L1: 3.664 D_real: 0.003 D_fake: 0.100 +(epoch: 38, iters: 25608, time: 0.302, data: 0.019) G_GAN: 4.650 G_L1: 3.613 D_real: 0.045 D_fake: 0.188 +(epoch: 38, iters: 25708, time: 0.304, data: 0.019) G_GAN: 4.121 G_L1: 3.697 D_real: 0.024 D_fake: 0.229 +(epoch: 38, iters: 25808, time: 0.390, data: 0.019) G_GAN: 5.503 G_L1: 3.303 D_real: 0.181 D_fake: 0.025 +(epoch: 38, iters: 25908, time: 0.304, data: 0.019) G_GAN: 5.311 G_L1: 7.716 D_real: 0.011 D_fake: 0.053 +(epoch: 38, iters: 26008, time: 0.302, data: 0.018) G_GAN: 5.582 G_L1: 3.138 D_real: 0.312 D_fake: 0.004 +(epoch: 38, iters: 26108, time: 0.297, data: 0.017) G_GAN: 4.292 G_L1: 4.401 D_real: 0.120 D_fake: 0.122 +(epoch: 38, iters: 26208, time: 0.420, data: 0.019) G_GAN: 4.737 G_L1: 3.732 D_real: 0.021 D_fake: 0.023 +(epoch: 38, iters: 26308, time: 0.299, data: 0.019) G_GAN: 10.743 G_L1: 5.794 D_real: 0.009 D_fake: 0.800 +(epoch: 38, iters: 26408, time: 0.306, data: 0.024) G_GAN: 5.303 G_L1: 6.657 D_real: 0.011 D_fake: 0.068 +(epoch: 38, iters: 26508, time: 0.296, data: 0.022) G_GAN: 7.722 G_L1: 6.690 D_real: 0.052 D_fake: 0.172 +(epoch: 38, iters: 26608, time: 0.414, data: 0.019) G_GAN: 8.002 G_L1: 7.856 D_real: 0.001 D_fake: 0.052 +(epoch: 38, iters: 26708, time: 0.300, data: 0.018) G_GAN: 5.193 G_L1: 3.421 D_real: 0.004 D_fake: 0.216 +(epoch: 38, iters: 26808, time: 0.301, data: 0.019) G_GAN: 5.598 G_L1: 3.645 D_real: 0.002 D_fake: 0.013 +(epoch: 38, iters: 26908, time: 0.293, data: 0.019) G_GAN: 4.072 G_L1: 5.236 D_real: 0.007 D_fake: 0.185 +(epoch: 38, iters: 27008, time: 0.393, data: 0.017) G_GAN: 6.425 G_L1: 5.024 D_real: 0.000 D_fake: 0.024 +(epoch: 38, iters: 27108, time: 0.295, data: 0.018) G_GAN: 5.204 G_L1: 3.422 D_real: 0.002 D_fake: 0.086 +(epoch: 38, iters: 27208, time: 0.304, data: 0.018) G_GAN: 4.703 G_L1: 4.866 D_real: 0.006 D_fake: 0.023 +(epoch: 38, iters: 27308, time: 0.304, data: 0.020) G_GAN: 5.185 G_L1: 4.095 D_real: 0.001 D_fake: 0.009 +(epoch: 38, iters: 27408, time: 0.601, data: 0.018) G_GAN: 4.553 G_L1: 4.219 D_real: 0.000 D_fake: 0.139 +(epoch: 38, iters: 27508, time: 0.306, data: 0.024) G_GAN: 2.739 G_L1: 3.809 D_real: 0.001 D_fake: 0.091 +(epoch: 38, iters: 27608, time: 0.302, data: 0.018) G_GAN: 3.458 G_L1: 4.801 D_real: 0.000 D_fake: 0.126 +(epoch: 38, iters: 27708, time: 0.298, data: 0.020) G_GAN: 3.259 G_L1: 5.742 D_real: 0.001 D_fake: 0.054 +(epoch: 38, iters: 27808, time: 0.424, data: 0.017) G_GAN: 5.176 G_L1: 5.774 D_real: 0.000 D_fake: 0.212 +(epoch: 38, iters: 27908, time: 0.298, data: 0.020) G_GAN: 4.525 G_L1: 8.837 D_real: 0.000 D_fake: 0.143 +(epoch: 38, iters: 28008, time: 0.299, data: 0.018) G_GAN: 3.888 G_L1: 4.983 D_real: 0.004 D_fake: 0.182 +(epoch: 38, iters: 28108, time: 0.287, data: 0.018) G_GAN: 4.645 G_L1: 4.244 D_real: 0.000 D_fake: 0.162 +(epoch: 38, iters: 28208, time: 0.428, data: 0.017) G_GAN: 5.137 G_L1: 6.611 D_real: 0.000 D_fake: 0.253 +(epoch: 38, iters: 28308, time: 0.302, data: 0.018) G_GAN: 6.115 G_L1: 4.406 D_real: 0.000 D_fake: 0.328 +(epoch: 38, iters: 28408, time: 0.290, data: 0.019) G_GAN: 3.820 G_L1: 4.864 D_real: 0.000 D_fake: 0.171 +(epoch: 38, iters: 28508, time: 0.298, data: 0.017) G_GAN: 4.790 G_L1: 4.195 D_real: 0.000 D_fake: 0.157 +(epoch: 38, iters: 28608, time: 0.426, data: 0.017) G_GAN: 3.948 G_L1: 4.937 D_real: 0.000 D_fake: 0.132 +(epoch: 38, iters: 28708, time: 0.299, data: 0.023) G_GAN: 3.823 G_L1: 5.240 D_real: 0.000 D_fake: 0.381 +(epoch: 38, iters: 28808, time: 0.304, data: 0.029) G_GAN: 5.016 G_L1: 9.995 D_real: 0.001 D_fake: 0.044 +(epoch: 38, iters: 28908, time: 0.293, data: 0.021) G_GAN: 3.930 G_L1: 4.426 D_real: 0.001 D_fake: 0.072 +(epoch: 38, iters: 29008, time: 0.407, data: 0.018) G_GAN: 2.247 G_L1: 4.134 D_real: 0.000 D_fake: 0.143 +(epoch: 38, iters: 29108, time: 0.300, data: 0.019) G_GAN: 4.063 G_L1: 10.937 D_real: 0.000 D_fake: 0.088 +(epoch: 38, iters: 29208, time: 0.294, data: 0.018) G_GAN: 4.805 G_L1: 5.459 D_real: 0.000 D_fake: 0.010 +(epoch: 38, iters: 29308, time: 0.302, data: 0.018) G_GAN: 3.858 G_L1: 3.958 D_real: 0.000 D_fake: 0.728 +(epoch: 38, iters: 29408, time: 0.562, data: 0.019) G_GAN: 5.267 G_L1: 7.896 D_real: 0.000 D_fake: 0.023 +(epoch: 38, iters: 29508, time: 0.302, data: 0.019) G_GAN: 2.483 G_L1: 4.314 D_real: 0.000 D_fake: 0.079 +(epoch: 38, iters: 29608, time: 0.300, data: 0.022) G_GAN: 3.792 G_L1: 4.142 D_real: 0.001 D_fake: 0.042 +(epoch: 38, iters: 29708, time: 0.299, data: 0.017) G_GAN: 2.820 G_L1: 4.685 D_real: 0.002 D_fake: 0.217 +(epoch: 38, iters: 29808, time: 0.414, data: 0.017) G_GAN: 4.089 G_L1: 14.529 D_real: 0.000 D_fake: 0.085 +(epoch: 38, iters: 29908, time: 0.303, data: 0.019) G_GAN: 4.703 G_L1: 3.990 D_real: 0.003 D_fake: 0.059 +(epoch: 38, iters: 30008, time: 0.302, data: 0.020) G_GAN: 2.717 G_L1: 5.227 D_real: 0.000 D_fake: 0.111 +(epoch: 38, iters: 30108, time: 0.294, data: 0.020) G_GAN: 3.436 G_L1: 4.183 D_real: 0.000 D_fake: 0.186 +(epoch: 38, iters: 30208, time: 0.381, data: 0.025) G_GAN: 3.418 G_L1: 4.593 D_real: 0.000 D_fake: 0.366 +(epoch: 38, iters: 30308, time: 0.294, data: 0.016) G_GAN: 4.095 G_L1: 4.718 D_real: 0.000 D_fake: 0.310 +(epoch: 38, iters: 30408, time: 0.298, data: 0.018) G_GAN: 4.107 G_L1: 4.894 D_real: 0.000 D_fake: 0.076 +(epoch: 38, iters: 30508, time: 0.301, data: 0.017) G_GAN: 2.096 G_L1: 3.988 D_real: 0.000 D_fake: 0.205 +(epoch: 38, iters: 30608, time: 0.416, data: 0.018) G_GAN: 3.826 G_L1: 9.081 D_real: 0.000 D_fake: 0.198 +(epoch: 38, iters: 30708, time: 0.306, data: 0.021) G_GAN: 2.662 G_L1: 4.896 D_real: 0.000 D_fake: 0.198 +(epoch: 38, iters: 30808, time: 0.298, data: 0.019) G_GAN: 3.913 G_L1: 5.820 D_real: 0.000 D_fake: 0.094 +(epoch: 38, iters: 30908, time: 0.300, data: 0.018) G_GAN: 3.375 G_L1: 5.277 D_real: 0.000 D_fake: 0.122 +(epoch: 38, iters: 31008, time: 0.387, data: 0.017) G_GAN: 2.121 G_L1: 5.662 D_real: 0.000 D_fake: 0.494 +(epoch: 38, iters: 31108, time: 0.302, data: 0.019) G_GAN: 2.619 G_L1: 3.970 D_real: 0.002 D_fake: 0.201 +(epoch: 38, iters: 31208, time: 0.296, data: 0.019) G_GAN: 1.983 G_L1: 4.754 D_real: 0.000 D_fake: 0.272 +(epoch: 38, iters: 31308, time: 0.298, data: 0.019) G_GAN: 2.997 G_L1: 7.434 D_real: 0.000 D_fake: 0.586 +(epoch: 38, iters: 31408, time: 0.516, data: 0.019) G_GAN: 2.532 G_L1: 3.969 D_real: 0.000 D_fake: 0.128 +(epoch: 38, iters: 31508, time: 0.312, data: 0.019) G_GAN: 1.859 G_L1: 4.360 D_real: 0.003 D_fake: 0.141 +(epoch: 38, iters: 31608, time: 0.307, data: 0.019) G_GAN: 2.258 G_L1: 3.584 D_real: 0.000 D_fake: 0.539 +(epoch: 38, iters: 31708, time: 0.301, data: 0.020) G_GAN: 2.795 G_L1: 4.295 D_real: 0.000 D_fake: 0.169 +(epoch: 38, iters: 31808, time: 0.428, data: 0.020) G_GAN: 3.971 G_L1: 5.076 D_real: 0.000 D_fake: 0.193 +(epoch: 38, iters: 31908, time: 0.303, data: 0.020) G_GAN: 2.946 G_L1: 4.423 D_real: 0.000 D_fake: 0.139 +(epoch: 38, iters: 32008, time: 0.297, data: 0.017) G_GAN: 3.104 G_L1: 6.216 D_real: 0.001 D_fake: 0.020 +(epoch: 38, iters: 32108, time: 0.296, data: 0.017) G_GAN: 2.922 G_L1: 5.489 D_real: 0.000 D_fake: 0.286 +(epoch: 38, iters: 32208, time: 0.422, data: 0.023) G_GAN: 1.948 G_L1: 3.768 D_real: 0.000 D_fake: 0.193 +(epoch: 38, iters: 32308, time: 0.306, data: 0.018) G_GAN: 2.005 G_L1: 6.509 D_real: 0.000 D_fake: 0.242 +(epoch: 38, iters: 32408, time: 0.306, data: 0.018) G_GAN: 3.784 G_L1: 5.831 D_real: 0.000 D_fake: 0.198 +(epoch: 38, iters: 32508, time: 0.301, data: 0.018) G_GAN: 1.916 G_L1: 3.996 D_real: 0.000 D_fake: 0.445 +(epoch: 38, iters: 32608, time: 0.426, data: 0.019) G_GAN: 2.339 G_L1: 4.103 D_real: 0.000 D_fake: 0.601 +(epoch: 38, iters: 32708, time: 0.302, data: 0.020) G_GAN: 3.250 G_L1: 4.111 D_real: 0.000 D_fake: 0.390 +(epoch: 38, iters: 32808, time: 0.295, data: 0.023) G_GAN: 3.282 G_L1: 4.310 D_real: 0.000 D_fake: 0.352 +(epoch: 38, iters: 32908, time: 0.294, data: 0.020) G_GAN: 2.701 G_L1: 3.794 D_real: 0.000 D_fake: 0.319 +(epoch: 38, iters: 33008, time: 0.399, data: 0.018) G_GAN: 2.819 G_L1: 13.053 D_real: 0.000 D_fake: 0.429 +(epoch: 38, iters: 33108, time: 0.298, data: 0.019) G_GAN: 3.047 G_L1: 3.738 D_real: 0.000 D_fake: 0.306 +(epoch: 38, iters: 33208, time: 0.298, data: 0.017) G_GAN: 2.056 G_L1: 3.391 D_real: 0.000 D_fake: 0.304 +(epoch: 38, iters: 33308, time: 0.303, data: 0.018) G_GAN: 3.015 G_L1: 4.239 D_real: 0.000 D_fake: 0.196 +(epoch: 38, iters: 33408, time: 0.571, data: 0.019) G_GAN: 3.358 G_L1: 7.222 D_real: 0.000 D_fake: 0.313 +(epoch: 38, iters: 33508, time: 0.304, data: 0.020) G_GAN: 3.025 G_L1: 4.768 D_real: 0.000 D_fake: 0.659 +(epoch: 38, iters: 33608, time: 0.306, data: 0.019) G_GAN: 3.417 G_L1: 5.058 D_real: 0.000 D_fake: 0.517 +(epoch: 38, iters: 33708, time: 0.298, data: 0.020) G_GAN: 2.679 G_L1: 4.637 D_real: 0.001 D_fake: 0.441 +(epoch: 38, iters: 33808, time: 0.413, data: 0.019) G_GAN: 2.088 G_L1: 5.136 D_real: 0.000 D_fake: 0.406 +(epoch: 38, iters: 33908, time: 0.303, data: 0.018) G_GAN: 2.596 G_L1: 4.540 D_real: 0.000 D_fake: 0.267 +(epoch: 38, iters: 34008, time: 0.298, data: 0.022) G_GAN: 2.239 G_L1: 6.868 D_real: 0.000 D_fake: 0.216 +(epoch: 38, iters: 34108, time: 0.304, data: 0.019) G_GAN: 1.209 G_L1: 4.468 D_real: 0.000 D_fake: 0.774 +(epoch: 38, iters: 34208, time: 0.409, data: 0.019) G_GAN: 3.209 G_L1: 4.533 D_real: 0.000 D_fake: 0.427 +(epoch: 38, iters: 34308, time: 0.302, data: 0.018) G_GAN: 3.017 G_L1: 5.081 D_real: 0.001 D_fake: 0.398 +(epoch: 38, iters: 34408, time: 0.297, data: 0.022) G_GAN: 2.689 G_L1: 5.509 D_real: 0.000 D_fake: 0.598 +(epoch: 38, iters: 34508, time: 0.306, data: 0.019) G_GAN: 1.244 G_L1: 3.631 D_real: 0.001 D_fake: 0.425 +(epoch: 38, iters: 34608, time: 0.418, data: 0.019) G_GAN: 2.158 G_L1: 4.448 D_real: 0.000 D_fake: 0.659 +(epoch: 38, iters: 34708, time: 0.297, data: 0.019) G_GAN: 2.763 G_L1: 5.214 D_real: 0.004 D_fake: 0.375 +(epoch: 38, iters: 34808, time: 0.298, data: 0.019) G_GAN: 2.626 G_L1: 4.435 D_real: 0.001 D_fake: 0.398 +(epoch: 38, iters: 34908, time: 0.291, data: 0.024) G_GAN: 3.263 G_L1: 6.576 D_real: 0.000 D_fake: 0.569 +(epoch: 38, iters: 35008, time: 0.421, data: 0.017) G_GAN: 2.588 G_L1: 3.690 D_real: 0.000 D_fake: 1.235 +(epoch: 38, iters: 35108, time: 0.293, data: 0.020) G_GAN: 1.764 G_L1: 4.432 D_real: 0.000 D_fake: 0.416 +(epoch: 38, iters: 35208, time: 0.298, data: 0.018) G_GAN: 2.980 G_L1: 6.331 D_real: 0.000 D_fake: 0.397 +(epoch: 38, iters: 35308, time: 0.303, data: 0.018) G_GAN: 3.084 G_L1: 4.312 D_real: 0.000 D_fake: 0.397 +(epoch: 38, iters: 35408, time: 0.565, data: 0.020) G_GAN: 2.024 G_L1: 4.071 D_real: 0.000 D_fake: 0.336 +(epoch: 38, iters: 35508, time: 0.297, data: 0.019) G_GAN: 2.012 G_L1: 4.416 D_real: 0.000 D_fake: 0.614 +(epoch: 38, iters: 35608, time: 0.296, data: 0.017) G_GAN: 4.145 G_L1: 7.619 D_real: 0.008 D_fake: 0.196 +(epoch: 38, iters: 35708, time: 0.305, data: 0.019) G_GAN: 1.603 G_L1: 5.294 D_real: 0.000 D_fake: 0.563 +(epoch: 38, iters: 35808, time: 0.424, data: 0.024) G_GAN: 2.768 G_L1: 5.039 D_real: 0.000 D_fake: 0.140 +(epoch: 38, iters: 35908, time: 0.300, data: 0.018) G_GAN: 2.231 G_L1: 4.675 D_real: 0.000 D_fake: 0.332 +(epoch: 38, iters: 36008, time: 0.303, data: 0.020) G_GAN: 2.179 G_L1: 4.415 D_real: 0.000 D_fake: 0.592 +(epoch: 38, iters: 36108, time: 0.307, data: 0.018) G_GAN: 2.037 G_L1: 4.139 D_real: 0.001 D_fake: 0.330 +(epoch: 38, iters: 36208, time: 0.424, data: 0.022) G_GAN: 1.747 G_L1: 4.546 D_real: 0.000 D_fake: 0.674 +(epoch: 38, iters: 36308, time: 0.291, data: 0.023) G_GAN: 2.814 G_L1: 5.029 D_real: 0.000 D_fake: 0.137 +(epoch: 38, iters: 36408, time: 0.305, data: 0.023) G_GAN: 1.395 G_L1: 3.739 D_real: 0.001 D_fake: 0.399 +(epoch: 38, iters: 36508, time: 0.301, data: 0.017) G_GAN: 2.359 G_L1: 4.580 D_real: 0.000 D_fake: 0.470 +(epoch: 38, iters: 36608, time: 0.403, data: 0.019) G_GAN: 2.029 G_L1: 4.047 D_real: 0.002 D_fake: 0.295 +(epoch: 38, iters: 36708, time: 0.301, data: 0.022) G_GAN: 2.244 G_L1: 9.211 D_real: 0.747 D_fake: 0.167 +(epoch: 38, iters: 36808, time: 0.300, data: 0.018) G_GAN: 4.201 G_L1: 10.207 D_real: 0.001 D_fake: 0.726 +(epoch: 38, iters: 36908, time: 0.301, data: 0.018) G_GAN: 1.860 G_L1: 6.566 D_real: 0.001 D_fake: 0.545 +(epoch: 38, iters: 37008, time: 0.429, data: 0.017) G_GAN: 2.098 G_L1: 5.255 D_real: 0.000 D_fake: 0.586 +(epoch: 38, iters: 37108, time: 0.295, data: 0.020) G_GAN: 1.996 G_L1: 4.705 D_real: 0.008 D_fake: 0.496 +(epoch: 38, iters: 37208, time: 0.302, data: 0.015) G_GAN: 2.044 G_L1: 3.919 D_real: 0.001 D_fake: 0.343 +(epoch: 38, iters: 37308, time: 0.294, data: 0.018) G_GAN: 1.898 G_L1: 3.829 D_real: 0.001 D_fake: 0.480 +(epoch: 38, iters: 37408, time: 0.567, data: 0.018) G_GAN: 1.950 G_L1: 5.622 D_real: 0.000 D_fake: 0.359 +(epoch: 38, iters: 37508, time: 0.276, data: 0.019) G_GAN: 1.996 G_L1: 4.053 D_real: 0.000 D_fake: 0.397 +(epoch: 38, iters: 37608, time: 0.302, data: 0.017) G_GAN: 1.811 G_L1: 3.454 D_real: 0.006 D_fake: 0.417 +(epoch: 38, iters: 37708, time: 0.309, data: 0.018) G_GAN: 3.048 G_L1: 11.419 D_real: 0.116 D_fake: 0.117 +(epoch: 38, iters: 37808, time: 0.415, data: 0.019) G_GAN: 3.117 G_L1: 4.056 D_real: 0.000 D_fake: 0.105 +(epoch: 38, iters: 37908, time: 0.297, data: 0.023) G_GAN: 2.147 G_L1: 4.268 D_real: 0.001 D_fake: 0.231 +(epoch: 38, iters: 38008, time: 0.292, data: 0.019) G_GAN: 2.499 G_L1: 4.951 D_real: 0.000 D_fake: 0.549 +(epoch: 38, iters: 38108, time: 0.308, data: 0.017) G_GAN: 1.853 G_L1: 4.085 D_real: 0.000 D_fake: 0.470 +(epoch: 38, iters: 38208, time: 0.427, data: 0.023) G_GAN: 1.295 G_L1: 4.492 D_real: 0.000 D_fake: 0.691 +(epoch: 38, iters: 38308, time: 0.308, data: 0.018) G_GAN: 3.328 G_L1: 5.259 D_real: 0.003 D_fake: 0.183 +(epoch: 38, iters: 38408, time: 0.303, data: 0.019) G_GAN: 1.608 G_L1: 5.123 D_real: 0.000 D_fake: 0.459 +(epoch: 38, iters: 38508, time: 0.301, data: 0.020) G_GAN: 1.901 G_L1: 3.656 D_real: 0.002 D_fake: 0.519 +(epoch: 38, iters: 38608, time: 0.414, data: 0.019) G_GAN: 1.633 G_L1: 4.561 D_real: 0.000 D_fake: 0.632 +(epoch: 38, iters: 38708, time: 0.300, data: 0.018) G_GAN: 2.506 G_L1: 4.954 D_real: 0.001 D_fake: 0.304 +(epoch: 38, iters: 38808, time: 0.307, data: 0.020) G_GAN: 3.309 G_L1: 5.216 D_real: 0.000 D_fake: 0.183 +(epoch: 38, iters: 38908, time: 0.308, data: 0.019) G_GAN: 2.540 G_L1: 5.621 D_real: 0.022 D_fake: 0.873 +(epoch: 38, iters: 39008, time: 0.413, data: 0.020) G_GAN: 1.559 G_L1: 5.410 D_real: 0.000 D_fake: 1.200 +(epoch: 38, iters: 39108, time: 0.296, data: 0.020) G_GAN: 1.853 G_L1: 4.754 D_real: 0.000 D_fake: 0.441 +(epoch: 38, iters: 39208, time: 0.300, data: 0.019) G_GAN: 2.202 G_L1: 4.303 D_real: 0.000 D_fake: 0.428 +(epoch: 38, iters: 39308, time: 0.303, data: 0.022) G_GAN: 1.861 G_L1: 4.659 D_real: 0.000 D_fake: 0.382 +(epoch: 38, iters: 39408, time: 0.527, data: 0.018) G_GAN: 1.748 G_L1: 3.686 D_real: 0.001 D_fake: 0.897 +(epoch: 38, iters: 39508, time: 0.297, data: 0.019) G_GAN: 1.445 G_L1: 4.348 D_real: 0.000 D_fake: 0.369 +(epoch: 38, iters: 39608, time: 0.301, data: 0.018) G_GAN: 2.323 G_L1: 4.338 D_real: 0.000 D_fake: 1.288 +(epoch: 38, iters: 39708, time: 0.300, data: 0.020) G_GAN: 1.337 G_L1: 6.338 D_real: 0.003 D_fake: 0.192 +(epoch: 38, iters: 39808, time: 0.398, data: 0.019) G_GAN: 1.822 G_L1: 6.682 D_real: 0.000 D_fake: 0.578 +(epoch: 38, iters: 39908, time: 0.303, data: 0.035) G_GAN: 2.183 G_L1: 3.688 D_real: 0.001 D_fake: 0.131 +(epoch: 38, iters: 40008, time: 0.300, data: 0.019) G_GAN: 3.139 G_L1: 5.037 D_real: 0.000 D_fake: 0.402 +(epoch: 38, iters: 40108, time: 0.296, data: 0.018) G_GAN: 1.524 G_L1: 5.972 D_real: 0.124 D_fake: 0.558 +(epoch: 38, iters: 40208, time: 0.393, data: 0.018) G_GAN: 1.349 G_L1: 4.280 D_real: 0.000 D_fake: 0.368 +(epoch: 38, iters: 40308, time: 0.294, data: 0.018) G_GAN: 2.510 G_L1: 5.519 D_real: 0.000 D_fake: 0.711 +(epoch: 38, iters: 40408, time: 0.296, data: 0.018) G_GAN: 2.818 G_L1: 5.215 D_real: 0.000 D_fake: 0.134 +(epoch: 38, iters: 40508, time: 0.294, data: 0.017) G_GAN: 1.918 G_L1: 5.168 D_real: 0.001 D_fake: 0.229 +(epoch: 38, iters: 40608, time: 0.426, data: 0.017) G_GAN: 2.352 G_L1: 4.786 D_real: 0.000 D_fake: 0.216 +(epoch: 38, iters: 40708, time: 0.290, data: 0.019) G_GAN: 2.634 G_L1: 4.952 D_real: 0.000 D_fake: 0.161 +(epoch: 38, iters: 40808, time: 0.296, data: 0.019) G_GAN: 2.845 G_L1: 7.398 D_real: 0.001 D_fake: 0.324 +(epoch: 38, iters: 40908, time: 0.297, data: 0.018) G_GAN: 1.699 G_L1: 4.977 D_real: 0.000 D_fake: 0.451 +(epoch: 38, iters: 41008, time: 0.415, data: 0.018) G_GAN: 1.943 G_L1: 4.344 D_real: 0.000 D_fake: 0.707 +(epoch: 38, iters: 41108, time: 0.295, data: 0.018) G_GAN: 1.549 G_L1: 3.606 D_real: 0.001 D_fake: 0.392 +(epoch: 38, iters: 41208, time: 0.305, data: 0.018) G_GAN: 3.176 G_L1: 4.953 D_real: 0.001 D_fake: 0.149 +(epoch: 38, iters: 41308, time: 0.297, data: 0.019) G_GAN: 1.961 G_L1: 5.174 D_real: 0.019 D_fake: 0.310 +(epoch: 38, iters: 41408, time: 0.554, data: 0.016) G_GAN: 1.870 G_L1: 5.164 D_real: 0.000 D_fake: 0.723 +(epoch: 38, iters: 41508, time: 0.302, data: 0.018) G_GAN: 1.805 G_L1: 5.190 D_real: 0.000 D_fake: 0.745 +(epoch: 38, iters: 41608, time: 0.293, data: 0.017) G_GAN: 3.210 G_L1: 4.751 D_real: 0.007 D_fake: 0.829 +(epoch: 38, iters: 41708, time: 0.293, data: 0.018) G_GAN: 4.677 G_L1: 5.821 D_real: 0.089 D_fake: 0.108 +(epoch: 38, iters: 41808, time: 0.424, data: 0.019) G_GAN: 3.200 G_L1: 3.154 D_real: 0.030 D_fake: 0.255 +(epoch: 38, iters: 41908, time: 0.303, data: 0.019) G_GAN: 2.235 G_L1: 4.111 D_real: 0.001 D_fake: 0.500 +(epoch: 38, iters: 42008, time: 0.305, data: 0.018) G_GAN: 5.436 G_L1: 6.659 D_real: 0.001 D_fake: 0.011 +(epoch: 38, iters: 42108, time: 0.302, data: 0.018) G_GAN: 2.409 G_L1: 4.450 D_real: 0.006 D_fake: 0.138 +(epoch: 38, iters: 42208, time: 0.423, data: 0.019) G_GAN: 2.453 G_L1: 6.200 D_real: 0.000 D_fake: 0.193 +(epoch: 38, iters: 42308, time: 0.303, data: 0.018) G_GAN: 2.186 G_L1: 5.910 D_real: 0.002 D_fake: 0.170 +(epoch: 38, iters: 42408, time: 0.302, data: 0.019) G_GAN: 2.037 G_L1: 3.925 D_real: 0.000 D_fake: 0.490 +(epoch: 38, iters: 42508, time: 0.299, data: 0.019) G_GAN: 1.541 G_L1: 4.193 D_real: 0.002 D_fake: 0.522 +(epoch: 38, iters: 42608, time: 0.391, data: 0.018) G_GAN: 2.777 G_L1: 5.142 D_real: 0.002 D_fake: 0.075 +(epoch: 38, iters: 42708, time: 0.301, data: 0.018) G_GAN: 3.115 G_L1: 4.219 D_real: 0.000 D_fake: 1.351 +(epoch: 38, iters: 42808, time: 0.304, data: 0.019) G_GAN: 2.011 G_L1: 3.250 D_real: 0.001 D_fake: 0.273 +(epoch: 38, iters: 42908, time: 0.297, data: 0.017) G_GAN: 2.653 G_L1: 3.460 D_real: 0.001 D_fake: 0.472 +(epoch: 38, iters: 43008, time: 0.379, data: 0.018) G_GAN: 4.899 G_L1: 4.290 D_real: 0.072 D_fake: 0.056 +(epoch: 38, iters: 43108, time: 0.304, data: 0.019) G_GAN: 4.409 G_L1: 5.112 D_real: 0.008 D_fake: 0.069 +(epoch: 38, iters: 43208, time: 0.300, data: 0.018) G_GAN: 5.046 G_L1: 6.233 D_real: 0.010 D_fake: 0.043 +(epoch: 38, iters: 43308, time: 0.297, data: 0.019) G_GAN: 3.592 G_L1: 5.346 D_real: 0.000 D_fake: 0.199 +(epoch: 38, iters: 43408, time: 0.522, data: 0.017) G_GAN: 2.636 G_L1: 4.130 D_real: 0.259 D_fake: 0.209 +(epoch: 38, iters: 43508, time: 0.303, data: 0.020) G_GAN: 3.744 G_L1: 4.908 D_real: 0.002 D_fake: 0.129 +(epoch: 38, iters: 43608, time: 0.288, data: 0.019) G_GAN: 2.749 G_L1: 3.724 D_real: 0.005 D_fake: 0.304 +(epoch: 38, iters: 43708, time: 0.308, data: 0.016) G_GAN: 5.070 G_L1: 4.828 D_real: 0.002 D_fake: 0.466 +(epoch: 38, iters: 43808, time: 0.423, data: 0.018) G_GAN: 2.281 G_L1: 3.636 D_real: 0.008 D_fake: 0.149 +(epoch: 38, iters: 43908, time: 0.297, data: 0.019) G_GAN: 2.653 G_L1: 4.318 D_real: 0.002 D_fake: 0.475 +(epoch: 38, iters: 44008, time: 0.300, data: 0.018) G_GAN: 2.757 G_L1: 4.187 D_real: 0.006 D_fake: 0.104 +(epoch: 38, iters: 44108, time: 0.289, data: 0.023) G_GAN: 3.415 G_L1: 4.883 D_real: 0.007 D_fake: 0.073 +(epoch: 38, iters: 44208, time: 0.415, data: 0.017) G_GAN: 2.773 G_L1: 4.971 D_real: 0.001 D_fake: 0.344 +(epoch: 38, iters: 44308, time: 0.293, data: 0.023) G_GAN: 3.024 G_L1: 6.463 D_real: 0.020 D_fake: 0.163 +(epoch: 38, iters: 44408, time: 0.303, data: 0.017) G_GAN: 2.033 G_L1: 4.306 D_real: 0.002 D_fake: 0.208 +(epoch: 38, iters: 44508, time: 0.294, data: 0.020) G_GAN: 2.545 G_L1: 3.768 D_real: 0.002 D_fake: 0.247 +(epoch: 38, iters: 44608, time: 0.427, data: 0.018) G_GAN: 1.913 G_L1: 3.415 D_real: 0.007 D_fake: 0.763 +(epoch: 38, iters: 44708, time: 0.302, data: 0.021) G_GAN: 3.541 G_L1: 6.729 D_real: 0.001 D_fake: 0.634 +(epoch: 38, iters: 44808, time: 0.298, data: 0.026) G_GAN: 2.819 G_L1: 5.024 D_real: 0.000 D_fake: 0.109 +(epoch: 38, iters: 44908, time: 0.301, data: 0.018) G_GAN: 2.449 G_L1: 3.281 D_real: 0.000 D_fake: 0.544 +(epoch: 38, iters: 45008, time: 0.426, data: 0.020) G_GAN: 2.364 G_L1: 4.042 D_real: 0.031 D_fake: 0.134 +(epoch: 38, iters: 45108, time: 0.300, data: 0.018) G_GAN: 3.002 G_L1: 5.717 D_real: 0.025 D_fake: 0.197 +(epoch: 38, iters: 45208, time: 0.304, data: 0.019) G_GAN: 2.012 G_L1: 3.829 D_real: 0.002 D_fake: 0.388 +(epoch: 38, iters: 45308, time: 0.300, data: 0.018) G_GAN: 4.231 G_L1: 13.978 D_real: 0.001 D_fake: 0.173 +(epoch: 38, iters: 45408, time: 0.569, data: 0.018) G_GAN: 2.634 G_L1: 3.629 D_real: 0.001 D_fake: 0.148 +(epoch: 38, iters: 45508, time: 0.296, data: 0.019) G_GAN: 2.975 G_L1: 6.578 D_real: 0.000 D_fake: 0.468 +(epoch: 38, iters: 45608, time: 0.293, data: 0.018) G_GAN: 3.453 G_L1: 4.420 D_real: 0.014 D_fake: 0.090 +(epoch: 38, iters: 45708, time: 0.296, data: 0.018) G_GAN: 3.815 G_L1: 4.490 D_real: 0.106 D_fake: 0.084 +(epoch: 38, iters: 45808, time: 0.413, data: 0.020) G_GAN: 3.642 G_L1: 4.563 D_real: 0.063 D_fake: 0.042 +(epoch: 38, iters: 45908, time: 0.300, data: 0.019) G_GAN: 2.850 G_L1: 5.290 D_real: 0.035 D_fake: 0.141 +(epoch: 38, iters: 46008, time: 0.305, data: 0.019) G_GAN: 2.928 G_L1: 4.793 D_real: 0.008 D_fake: 0.283 +(epoch: 38, iters: 46108, time: 0.297, data: 0.018) G_GAN: 1.784 G_L1: 3.749 D_real: 0.003 D_fake: 0.222 +(epoch: 38, iters: 46208, time: 0.419, data: 0.019) G_GAN: 4.068 G_L1: 4.723 D_real: 0.339 D_fake: 0.159 +(epoch: 38, iters: 46308, time: 0.304, data: 0.020) G_GAN: 4.219 G_L1: 5.046 D_real: 0.003 D_fake: 0.042 +(epoch: 38, iters: 46408, time: 0.305, data: 0.022) G_GAN: 4.042 G_L1: 3.368 D_real: 0.018 D_fake: 0.089 +(epoch: 38, iters: 46508, time: 0.303, data: 0.019) G_GAN: 3.740 G_L1: 8.026 D_real: 0.000 D_fake: 0.138 +(epoch: 38, iters: 46608, time: 0.390, data: 0.018) G_GAN: 1.849 G_L1: 4.545 D_real: 0.000 D_fake: 0.572 +(epoch: 38, iters: 46708, time: 0.279, data: 0.018) G_GAN: 3.321 G_L1: 4.648 D_real: 0.005 D_fake: 0.139 +(epoch: 38, iters: 46808, time: 0.297, data: 0.018) G_GAN: 2.432 G_L1: 3.570 D_real: 0.001 D_fake: 0.384 +(epoch: 38, iters: 46908, time: 0.304, data: 0.022) G_GAN: 2.898 G_L1: 7.393 D_real: 0.000 D_fake: 0.294 +(epoch: 38, iters: 47008, time: 0.423, data: 0.019) G_GAN: 3.982 G_L1: 4.895 D_real: 0.000 D_fake: 0.424 +(epoch: 38, iters: 47108, time: 0.300, data: 0.019) G_GAN: 2.011 G_L1: 4.576 D_real: 0.001 D_fake: 0.144 +(epoch: 38, iters: 47208, time: 0.294, data: 0.018) G_GAN: 2.450 G_L1: 4.841 D_real: 0.007 D_fake: 0.346 +(epoch: 38, iters: 47308, time: 0.304, data: 0.018) G_GAN: 2.911 G_L1: 5.432 D_real: 0.000 D_fake: 0.605 +(epoch: 38, iters: 47408, time: 0.576, data: 0.018) G_GAN: 2.302 G_L1: 4.440 D_real: 0.003 D_fake: 0.413 +(epoch: 38, iters: 47508, time: 0.305, data: 0.019) G_GAN: 2.235 G_L1: 4.759 D_real: 0.000 D_fake: 0.381 +(epoch: 38, iters: 47608, time: 0.305, data: 0.022) G_GAN: 3.163 G_L1: 10.087 D_real: 0.000 D_fake: 0.134 +(epoch: 38, iters: 47708, time: 0.305, data: 0.019) G_GAN: 1.705 G_L1: 4.645 D_real: 0.000 D_fake: 0.451 +(epoch: 38, iters: 47808, time: 0.424, data: 0.019) G_GAN: 2.734 G_L1: 5.421 D_real: 0.001 D_fake: 0.483 +(epoch: 38, iters: 47908, time: 0.304, data: 0.019) G_GAN: 1.905 G_L1: 3.926 D_real: 0.002 D_fake: 0.427 +(epoch: 38, iters: 48008, time: 0.305, data: 0.019) G_GAN: 2.201 G_L1: 4.119 D_real: 0.001 D_fake: 0.554 +(epoch: 38, iters: 48108, time: 0.304, data: 0.019) G_GAN: 2.343 G_L1: 5.636 D_real: 0.000 D_fake: 0.468 +(epoch: 38, iters: 48208, time: 0.418, data: 0.017) G_GAN: 3.058 G_L1: 5.624 D_real: 0.000 D_fake: 0.275 +(epoch: 38, iters: 48308, time: 0.299, data: 0.019) G_GAN: 1.751 G_L1: 4.915 D_real: 0.000 D_fake: 0.808 +(epoch: 38, iters: 48408, time: 0.287, data: 0.018) G_GAN: 2.752 G_L1: 4.696 D_real: 0.002 D_fake: 0.110 +(epoch: 38, iters: 48508, time: 0.303, data: 0.017) G_GAN: 1.623 G_L1: 4.021 D_real: 0.001 D_fake: 0.325 +(epoch: 38, iters: 48608, time: 0.389, data: 0.023) G_GAN: 1.501 G_L1: 5.031 D_real: 0.003 D_fake: 0.275 +(epoch: 38, iters: 48708, time: 0.296, data: 0.020) G_GAN: 2.417 G_L1: 4.629 D_real: 0.010 D_fake: 0.741 +(epoch: 38, iters: 48808, time: 0.294, data: 0.023) G_GAN: 1.156 G_L1: 4.732 D_real: 0.001 D_fake: 1.141 +(epoch: 38, iters: 48908, time: 0.306, data: 0.017) G_GAN: 2.083 G_L1: 4.291 D_real: 0.007 D_fake: 0.397 +(epoch: 38, iters: 49008, time: 0.423, data: 0.018) G_GAN: 0.897 G_L1: 5.448 D_real: 0.021 D_fake: 0.251 +(epoch: 38, iters: 49108, time: 0.297, data: 0.020) G_GAN: 2.599 G_L1: 4.652 D_real: 0.077 D_fake: 0.465 +(epoch: 38, iters: 49208, time: 0.300, data: 0.019) G_GAN: 2.023 G_L1: 5.264 D_real: 0.004 D_fake: 0.411 +(epoch: 38, iters: 49308, time: 0.313, data: 0.020) G_GAN: 2.911 G_L1: 6.172 D_real: 0.001 D_fake: 0.155 +(epoch: 38, iters: 49408, time: 0.571, data: 0.019) G_GAN: 2.217 G_L1: 5.121 D_real: 0.001 D_fake: 0.585 +(epoch: 38, iters: 49508, time: 0.300, data: 0.020) G_GAN: 2.326 G_L1: 4.071 D_real: 0.002 D_fake: 0.345 +(epoch: 38, iters: 49608, time: 0.302, data: 0.019) G_GAN: 2.337 G_L1: 4.605 D_real: 0.001 D_fake: 0.163 +(epoch: 38, iters: 49708, time: 0.291, data: 0.019) G_GAN: 2.157 G_L1: 3.970 D_real: 0.003 D_fake: 0.266 +(epoch: 38, iters: 49808, time: 0.431, data: 0.017) G_GAN: 2.446 G_L1: 4.953 D_real: 0.002 D_fake: 0.291 +(epoch: 38, iters: 49908, time: 0.303, data: 0.019) G_GAN: 1.751 G_L1: 5.577 D_real: 0.025 D_fake: 0.435 +(epoch: 38, iters: 50008, time: 0.300, data: 0.019) G_GAN: 2.383 G_L1: 4.724 D_real: 0.000 D_fake: 0.427 +(epoch: 38, iters: 50108, time: 0.300, data: 0.018) G_GAN: 1.732 G_L1: 5.267 D_real: 0.000 D_fake: 0.479 +(epoch: 38, iters: 50208, time: 0.410, data: 0.018) G_GAN: 4.311 G_L1: 8.495 D_real: 0.031 D_fake: 1.408 +(epoch: 38, iters: 50308, time: 0.301, data: 0.018) G_GAN: 2.423 G_L1: 4.662 D_real: 0.019 D_fake: 0.237 +(epoch: 38, iters: 50408, time: 0.304, data: 0.019) G_GAN: 2.205 G_L1: 6.101 D_real: 0.000 D_fake: 0.388 +(epoch: 38, iters: 50508, time: 0.295, data: 0.019) G_GAN: 2.645 G_L1: 4.093 D_real: 0.000 D_fake: 0.394 +(epoch: 38, iters: 50608, time: 0.418, data: 0.020) G_GAN: 2.154 G_L1: 3.499 D_real: 0.000 D_fake: 0.432 +(epoch: 38, iters: 50708, time: 0.298, data: 0.019) G_GAN: 2.618 G_L1: 4.791 D_real: 0.000 D_fake: 0.198 +(epoch: 38, iters: 50808, time: 0.298, data: 0.018) G_GAN: 5.855 G_L1: 4.422 D_real: 0.015 D_fake: 0.850 +(epoch: 38, iters: 50908, time: 0.303, data: 0.020) G_GAN: 3.539 G_L1: 3.998 D_real: 0.084 D_fake: 0.171 +(epoch: 38, iters: 51008, time: 0.420, data: 0.019) G_GAN: 3.167 G_L1: 5.343 D_real: 0.149 D_fake: 0.299 +(epoch: 38, iters: 51108, time: 0.292, data: 0.022) G_GAN: 1.879 G_L1: 4.551 D_real: 0.005 D_fake: 0.298 +(epoch: 38, iters: 51208, time: 0.295, data: 0.018) G_GAN: 2.967 G_L1: 4.478 D_real: 0.008 D_fake: 0.233 +(epoch: 38, iters: 51308, time: 0.292, data: 0.019) G_GAN: 3.450 G_L1: 5.509 D_real: 0.000 D_fake: 0.188 +(epoch: 38, iters: 51408, time: 0.525, data: 0.018) G_GAN: 2.935 G_L1: 5.627 D_real: 0.019 D_fake: 0.277 +(epoch: 38, iters: 51508, time: 0.304, data: 0.019) G_GAN: 2.538 G_L1: 4.590 D_real: 0.004 D_fake: 0.297 +(epoch: 38, iters: 51608, time: 0.306, data: 0.019) G_GAN: 1.848 G_L1: 5.714 D_real: 0.006 D_fake: 0.452 +(epoch: 38, iters: 51708, time: 0.297, data: 0.018) G_GAN: 2.074 G_L1: 4.188 D_real: 0.035 D_fake: 0.325 +(epoch: 38, iters: 51808, time: 0.413, data: 0.018) G_GAN: 9.006 G_L1: 4.480 D_real: 0.010 D_fake: 0.003 +(epoch: 38, iters: 51908, time: 0.292, data: 0.018) G_GAN: 4.149 G_L1: 4.684 D_real: 0.001 D_fake: 0.063 +(epoch: 38, iters: 52008, time: 0.294, data: 0.020) G_GAN: 3.072 G_L1: 4.806 D_real: 0.001 D_fake: 0.340 +(epoch: 38, iters: 52108, time: 0.304, data: 0.018) G_GAN: 3.514 G_L1: 5.134 D_real: 0.003 D_fake: 0.104 +(epoch: 38, iters: 52208, time: 0.414, data: 0.022) G_GAN: 2.699 G_L1: 3.192 D_real: 0.014 D_fake: 0.195 +(epoch: 38, iters: 52308, time: 0.295, data: 0.020) G_GAN: 2.373 G_L1: 5.595 D_real: 0.002 D_fake: 0.429 +(epoch: 38, iters: 52408, time: 0.304, data: 0.017) G_GAN: 3.238 G_L1: 4.283 D_real: 0.044 D_fake: 0.323 +(epoch: 38, iters: 52508, time: 0.302, data: 0.020) G_GAN: 5.236 G_L1: 7.490 D_real: 0.008 D_fake: 0.037 +(epoch: 38, iters: 52608, time: 0.422, data: 0.019) G_GAN: 4.826 G_L1: 5.247 D_real: 0.002 D_fake: 0.146 +(epoch: 38, iters: 52708, time: 0.295, data: 0.020) G_GAN: 2.604 G_L1: 5.344 D_real: 0.003 D_fake: 0.092 +(epoch: 38, iters: 52808, time: 0.295, data: 0.018) G_GAN: 1.796 G_L1: 3.597 D_real: 0.025 D_fake: 0.661 +(epoch: 38, iters: 52908, time: 0.288, data: 0.018) G_GAN: 3.020 G_L1: 7.647 D_real: 0.009 D_fake: 0.285 +(epoch: 38, iters: 53008, time: 0.421, data: 0.017) G_GAN: 3.291 G_L1: 4.624 D_real: 0.033 D_fake: 1.172 +(epoch: 38, iters: 53108, time: 0.304, data: 0.019) G_GAN: 2.145 G_L1: 4.091 D_real: 0.005 D_fake: 0.365 +(epoch: 38, iters: 53208, time: 0.297, data: 0.023) G_GAN: 3.101 G_L1: 7.821 D_real: 0.002 D_fake: 0.229 +(epoch: 38, iters: 53308, time: 0.303, data: 0.018) G_GAN: 5.444 G_L1: 9.609 D_real: 0.010 D_fake: 0.211 +(epoch: 38, iters: 53408, time: 0.579, data: 0.019) G_GAN: 2.780 G_L1: 4.883 D_real: 0.000 D_fake: 0.198 +(epoch: 38, iters: 53508, time: 0.293, data: 0.019) G_GAN: 2.285 G_L1: 7.027 D_real: 0.001 D_fake: 0.356 +(epoch: 38, iters: 53608, time: 0.302, data: 0.019) G_GAN: 2.223 G_L1: 4.546 D_real: 0.001 D_fake: 0.319 +(epoch: 38, iters: 53708, time: 0.303, data: 0.018) G_GAN: 2.032 G_L1: 4.937 D_real: 0.003 D_fake: 0.341 +(epoch: 38, iters: 53808, time: 0.438, data: 0.019) G_GAN: 2.295 G_L1: 5.975 D_real: 0.000 D_fake: 0.670 +(epoch: 38, iters: 53908, time: 0.304, data: 0.020) G_GAN: 4.113 G_L1: 4.553 D_real: 0.011 D_fake: 0.235 +(epoch: 38, iters: 54008, time: 0.291, data: 0.018) G_GAN: 2.806 G_L1: 4.108 D_real: 0.003 D_fake: 0.045 +(epoch: 38, iters: 54108, time: 0.305, data: 0.019) G_GAN: 3.254 G_L1: 4.749 D_real: 0.085 D_fake: 0.048 +(epoch: 38, iters: 54208, time: 0.370, data: 0.018) G_GAN: 1.394 G_L1: 3.456 D_real: 0.014 D_fake: 0.172 +(epoch: 38, iters: 54308, time: 0.286, data: 0.017) G_GAN: 5.156 G_L1: 10.151 D_real: 0.004 D_fake: 0.193 +(epoch: 38, iters: 54408, time: 0.304, data: 0.017) G_GAN: 2.314 G_L1: 4.567 D_real: 0.000 D_fake: 0.294 +(epoch: 38, iters: 54508, time: 0.306, data: 0.019) G_GAN: 7.958 G_L1: 5.119 D_real: 0.000 D_fake: 0.011 +(epoch: 38, iters: 54608, time: 0.435, data: 0.018) G_GAN: 4.013 G_L1: 4.311 D_real: 0.228 D_fake: 0.292 +(epoch: 38, iters: 54708, time: 0.297, data: 0.020) G_GAN: 4.154 G_L1: 4.125 D_real: 0.075 D_fake: 0.107 +(epoch: 38, iters: 54808, time: 0.296, data: 0.018) G_GAN: 3.563 G_L1: 4.033 D_real: 0.145 D_fake: 0.162 +(epoch: 38, iters: 54908, time: 0.308, data: 0.017) G_GAN: 3.870 G_L1: 11.132 D_real: 0.323 D_fake: 0.078 +(epoch: 38, iters: 55008, time: 0.413, data: 0.020) G_GAN: 5.257 G_L1: 4.125 D_real: 0.348 D_fake: 0.020 +(epoch: 38, iters: 55108, time: 0.303, data: 0.023) G_GAN: 3.063 G_L1: 3.623 D_real: 0.449 D_fake: 0.019 +(epoch: 38, iters: 55208, time: 0.301, data: 0.019) G_GAN: 2.962 G_L1: 3.603 D_real: 0.387 D_fake: 0.135 +(epoch: 38, iters: 55308, time: 0.303, data: 0.022) G_GAN: 4.007 G_L1: 4.174 D_real: 0.011 D_fake: 0.075 +(epoch: 38, iters: 55408, time: 0.571, data: 0.017) G_GAN: 3.915 G_L1: 3.135 D_real: 0.183 D_fake: 0.107 +(epoch: 38, iters: 55508, time: 0.305, data: 0.020) G_GAN: 5.067 G_L1: 9.081 D_real: 0.195 D_fake: 0.110 +(epoch: 38, iters: 55608, time: 0.299, data: 0.018) G_GAN: 4.252 G_L1: 5.853 D_real: 0.036 D_fake: 0.362 +(epoch: 38, iters: 55708, time: 0.300, data: 0.018) G_GAN: 5.457 G_L1: 4.406 D_real: 0.030 D_fake: 0.032 +(epoch: 38, iters: 55808, time: 0.414, data: 0.019) G_GAN: 3.164 G_L1: 4.780 D_real: 0.209 D_fake: 0.058 +(epoch: 38, iters: 55908, time: 0.304, data: 0.020) G_GAN: 4.240 G_L1: 4.707 D_real: 0.001 D_fake: 0.396 +(epoch: 38, iters: 56008, time: 0.296, data: 0.019) G_GAN: 3.703 G_L1: 4.354 D_real: 0.027 D_fake: 0.121 +(epoch: 38, iters: 56108, time: 0.286, data: 0.016) G_GAN: 3.797 G_L1: 3.506 D_real: 0.016 D_fake: 0.674 +(epoch: 38, iters: 56208, time: 0.415, data: 0.017) G_GAN: 4.480 G_L1: 8.818 D_real: 0.047 D_fake: 0.058 +(epoch: 38, iters: 56308, time: 0.291, data: 0.018) G_GAN: 4.051 G_L1: 5.178 D_real: 0.013 D_fake: 0.075 +(epoch: 38, iters: 56408, time: 0.302, data: 0.028) G_GAN: 4.187 G_L1: 3.417 D_real: 0.431 D_fake: 0.029 +(epoch: 38, iters: 56508, time: 0.294, data: 0.021) G_GAN: 5.545 G_L1: 4.790 D_real: 0.148 D_fake: 0.020 +(epoch: 38, iters: 56608, time: 0.406, data: 0.021) G_GAN: 4.241 G_L1: 3.625 D_real: 0.156 D_fake: 0.042 +(epoch: 38, iters: 56708, time: 0.295, data: 0.020) G_GAN: 5.221 G_L1: 4.768 D_real: 0.034 D_fake: 0.039 +(epoch: 38, iters: 56808, time: 0.298, data: 0.020) G_GAN: 3.649 G_L1: 2.417 D_real: 0.043 D_fake: 0.096 +(epoch: 38, iters: 56908, time: 0.309, data: 0.019) G_GAN: 2.770 G_L1: 4.695 D_real: 0.520 D_fake: 0.227 +(epoch: 38, iters: 57008, time: 0.409, data: 0.018) G_GAN: 4.020 G_L1: 3.843 D_real: 0.038 D_fake: 0.082 +(epoch: 38, iters: 57108, time: 0.305, data: 0.019) G_GAN: 5.137 G_L1: 4.355 D_real: 0.196 D_fake: 0.166 +(epoch: 38, iters: 57208, time: 0.298, data: 0.023) G_GAN: 3.459 G_L1: 4.624 D_real: 0.714 D_fake: 0.184 +(epoch: 38, iters: 57308, time: 0.307, data: 0.019) G_GAN: 5.343 G_L1: 5.027 D_real: 0.357 D_fake: 0.017 +(epoch: 38, iters: 57408, time: 0.566, data: 0.019) G_GAN: 3.731 G_L1: 4.229 D_real: 0.010 D_fake: 0.148 +(epoch: 38, iters: 57508, time: 0.304, data: 0.019) G_GAN: 4.041 G_L1: 3.468 D_real: 0.083 D_fake: 0.052 +(epoch: 38, iters: 57608, time: 0.303, data: 0.019) G_GAN: 4.038 G_L1: 4.842 D_real: 0.106 D_fake: 0.073 +(epoch: 38, iters: 57708, time: 0.303, data: 0.019) G_GAN: 4.426 G_L1: 4.217 D_real: 0.002 D_fake: 0.193 +(epoch: 38, iters: 57808, time: 0.399, data: 0.018) G_GAN: 4.863 G_L1: 3.781 D_real: 0.010 D_fake: 0.090 +(epoch: 38, iters: 57908, time: 0.307, data: 0.020) G_GAN: 4.809 G_L1: 3.084 D_real: 0.089 D_fake: 0.100 +(epoch: 38, iters: 58008, time: 0.306, data: 0.023) G_GAN: 5.129 G_L1: 4.531 D_real: 0.067 D_fake: 0.682 +(epoch: 38, iters: 58108, time: 0.298, data: 0.020) G_GAN: 4.108 G_L1: 4.828 D_real: 0.019 D_fake: 0.080 +(epoch: 38, iters: 58208, time: 0.420, data: 0.021) G_GAN: 4.256 G_L1: 3.987 D_real: 0.550 D_fake: 0.025 +(epoch: 38, iters: 58308, time: 0.292, data: 0.021) G_GAN: 4.683 G_L1: 4.159 D_real: 0.043 D_fake: 0.023 +(epoch: 38, iters: 58408, time: 0.304, data: 0.018) G_GAN: 4.943 G_L1: 8.366 D_real: 0.148 D_fake: 0.042 +(epoch: 38, iters: 58508, time: 0.302, data: 0.019) G_GAN: 4.627 G_L1: 3.832 D_real: 0.400 D_fake: 0.030 +(epoch: 38, iters: 58608, time: 0.414, data: 0.018) G_GAN: 3.258 G_L1: 2.906 D_real: 0.012 D_fake: 0.185 +(epoch: 38, iters: 58708, time: 0.296, data: 0.021) G_GAN: 3.632 G_L1: 3.486 D_real: 0.106 D_fake: 0.191 +(epoch: 38, iters: 58808, time: 0.304, data: 0.018) G_GAN: 4.259 G_L1: 4.267 D_real: 0.231 D_fake: 0.032 +(epoch: 38, iters: 58908, time: 0.296, data: 0.019) G_GAN: 3.396 G_L1: 3.767 D_real: 0.220 D_fake: 0.178 +(epoch: 38, iters: 59008, time: 0.426, data: 0.020) G_GAN: 4.794 G_L1: 4.504 D_real: 0.106 D_fake: 0.095 +(epoch: 38, iters: 59108, time: 0.303, data: 0.025) G_GAN: 4.512 G_L1: 3.294 D_real: 0.262 D_fake: 0.026 +(epoch: 38, iters: 59208, time: 0.298, data: 0.023) G_GAN: 5.116 G_L1: 4.817 D_real: 0.198 D_fake: 0.016 +(epoch: 38, iters: 59308, time: 0.297, data: 0.019) G_GAN: 4.770 G_L1: 5.609 D_real: 0.001 D_fake: 0.103 +(epoch: 38, iters: 59408, time: 0.524, data: 0.020) G_GAN: 4.830 G_L1: 3.639 D_real: 0.027 D_fake: 0.188 +(epoch: 38, iters: 59508, time: 0.291, data: 0.020) G_GAN: 3.190 G_L1: 3.559 D_real: 0.539 D_fake: 0.042 +(epoch: 38, iters: 59608, time: 0.297, data: 0.019) G_GAN: 3.865 G_L1: 4.791 D_real: 0.018 D_fake: 0.156 +(epoch: 38, iters: 59708, time: 0.299, data: 0.019) G_GAN: 4.712 G_L1: 3.236 D_real: 0.005 D_fake: 0.172 +(epoch: 38, iters: 59808, time: 0.395, data: 0.018) G_GAN: 5.290 G_L1: 3.550 D_real: 0.023 D_fake: 0.243 +(epoch: 38, iters: 59908, time: 0.303, data: 0.020) G_GAN: 4.491 G_L1: 5.459 D_real: 0.200 D_fake: 0.019 +(epoch: 38, iters: 60008, time: 0.296, data: 0.019) G_GAN: 5.101 G_L1: 7.322 D_real: 0.005 D_fake: 0.039 +(epoch: 39, iters: 92, time: 0.303, data: 0.022) G_GAN: 4.688 G_L1: 2.782 D_real: 0.145 D_fake: 0.047 +(epoch: 39, iters: 192, time: 0.569, data: 0.023) G_GAN: 4.048 G_L1: 4.027 D_real: 0.039 D_fake: 0.242 +(epoch: 39, iters: 292, time: 0.300, data: 0.019) G_GAN: 3.448 G_L1: 3.574 D_real: 0.105 D_fake: 0.064 +(epoch: 39, iters: 392, time: 0.293, data: 0.019) G_GAN: 5.248 G_L1: 5.527 D_real: 0.028 D_fake: 0.037 +(epoch: 39, iters: 492, time: 0.279, data: 0.019) G_GAN: 4.753 G_L1: 4.300 D_real: 0.002 D_fake: 0.060 +(epoch: 39, iters: 592, time: 0.427, data: 0.016) G_GAN: 3.503 G_L1: 3.875 D_real: 0.563 D_fake: 0.037 +(epoch: 39, iters: 692, time: 0.296, data: 0.020) G_GAN: 4.346 G_L1: 5.419 D_real: 0.028 D_fake: 0.065 +(epoch: 39, iters: 792, time: 0.299, data: 0.020) G_GAN: 4.165 G_L1: 4.133 D_real: 0.096 D_fake: 0.302 +(epoch: 39, iters: 892, time: 0.297, data: 0.019) G_GAN: 5.126 G_L1: 4.142 D_real: 0.044 D_fake: 0.024 +(epoch: 39, iters: 992, time: 0.410, data: 0.018) G_GAN: 3.862 G_L1: 3.823 D_real: 0.004 D_fake: 0.090 +(epoch: 39, iters: 1092, time: 0.300, data: 0.019) G_GAN: 6.078 G_L1: 4.411 D_real: 0.021 D_fake: 0.011 +(epoch: 39, iters: 1192, time: 0.288, data: 0.019) G_GAN: 6.291 G_L1: 8.194 D_real: 1.276 D_fake: 0.018 +(epoch: 39, iters: 1292, time: 0.296, data: 0.018) G_GAN: 4.730 G_L1: 3.380 D_real: 0.048 D_fake: 0.122 +(epoch: 39, iters: 1392, time: 0.568, data: 0.020) G_GAN: 4.510 G_L1: 3.752 D_real: 0.288 D_fake: 0.054 +(epoch: 39, iters: 1492, time: 0.294, data: 0.020) G_GAN: 2.831 G_L1: 3.890 D_real: 0.002 D_fake: 0.189 +(epoch: 39, iters: 1592, time: 0.295, data: 0.019) G_GAN: 3.614 G_L1: 3.317 D_real: 0.066 D_fake: 0.133 +(epoch: 39, iters: 1692, time: 0.298, data: 0.032) G_GAN: 5.908 G_L1: 3.804 D_real: 0.232 D_fake: 0.011 +(epoch: 39, iters: 1792, time: 0.403, data: 0.019) G_GAN: 6.302 G_L1: 3.892 D_real: 0.019 D_fake: 0.038 +(epoch: 39, iters: 1892, time: 0.296, data: 0.020) G_GAN: 4.737 G_L1: 3.872 D_real: 0.180 D_fake: 0.038 +(epoch: 39, iters: 1992, time: 0.309, data: 0.019) G_GAN: 4.831 G_L1: 3.482 D_real: 0.023 D_fake: 0.015 +(epoch: 39, iters: 2092, time: 0.295, data: 0.020) G_GAN: 4.323 G_L1: 5.118 D_real: 0.106 D_fake: 0.045 +(epoch: 39, iters: 2192, time: 0.385, data: 0.021) G_GAN: 5.976 G_L1: 4.560 D_real: 0.004 D_fake: 0.042 +(epoch: 39, iters: 2292, time: 0.303, data: 0.020) G_GAN: 5.477 G_L1: 3.609 D_real: 0.184 D_fake: 0.056 +(epoch: 39, iters: 2392, time: 0.303, data: 0.019) G_GAN: 5.750 G_L1: 4.084 D_real: 0.085 D_fake: 0.006 +(epoch: 39, iters: 2492, time: 0.297, data: 0.019) G_GAN: 5.362 G_L1: 2.988 D_real: 0.068 D_fake: 0.127 +(epoch: 39, iters: 2592, time: 0.404, data: 0.018) G_GAN: 5.943 G_L1: 4.292 D_real: 0.151 D_fake: 0.083 +(epoch: 39, iters: 2692, time: 0.303, data: 0.018) G_GAN: 4.382 G_L1: 5.675 D_real: 0.170 D_fake: 0.041 +(epoch: 39, iters: 2792, time: 0.304, data: 0.020) G_GAN: 3.633 G_L1: 4.913 D_real: 0.185 D_fake: 0.070 +(epoch: 39, iters: 2892, time: 0.293, data: 0.023) G_GAN: 4.871 G_L1: 4.990 D_real: 0.001 D_fake: 0.023 +(epoch: 39, iters: 2992, time: 0.408, data: 0.019) G_GAN: 4.973 G_L1: 3.406 D_real: 0.013 D_fake: 0.064 +(epoch: 39, iters: 3092, time: 0.305, data: 0.020) G_GAN: 4.810 G_L1: 8.527 D_real: 0.011 D_fake: 0.064 +(epoch: 39, iters: 3192, time: 0.294, data: 0.019) G_GAN: 7.692 G_L1: 3.715 D_real: 0.001 D_fake: 0.903 +(epoch: 39, iters: 3292, time: 0.305, data: 0.018) G_GAN: 5.617 G_L1: 5.355 D_real: 0.010 D_fake: 0.025 +(epoch: 39, iters: 3392, time: 0.579, data: 0.023) G_GAN: 3.987 G_L1: 5.665 D_real: 0.125 D_fake: 0.079 +(epoch: 39, iters: 3492, time: 0.296, data: 0.020) G_GAN: 5.216 G_L1: 3.511 D_real: 0.004 D_fake: 0.165 +(epoch: 39, iters: 3592, time: 0.288, data: 0.018) G_GAN: 4.620 G_L1: 2.101 D_real: 0.019 D_fake: 0.187 +(epoch: 39, iters: 3692, time: 0.300, data: 0.022) G_GAN: 4.362 G_L1: 4.490 D_real: 0.142 D_fake: 0.114 +(epoch: 39, iters: 3792, time: 0.419, data: 0.019) G_GAN: 6.065 G_L1: 3.885 D_real: 0.015 D_fake: 0.013 +(epoch: 39, iters: 3892, time: 0.293, data: 0.020) G_GAN: 5.582 G_L1: 6.277 D_real: 0.040 D_fake: 0.056 +(epoch: 39, iters: 3992, time: 0.302, data: 0.019) G_GAN: 3.642 G_L1: 3.053 D_real: 0.016 D_fake: 0.316 +(epoch: 39, iters: 4092, time: 0.300, data: 0.022) G_GAN: 4.092 G_L1: 4.148 D_real: 0.022 D_fake: 0.089 +(epoch: 39, iters: 4192, time: 0.417, data: 0.019) G_GAN: 4.039 G_L1: 3.219 D_real: 0.054 D_fake: 0.038 +(epoch: 39, iters: 4292, time: 0.305, data: 0.022) G_GAN: 5.113 G_L1: 3.306 D_real: 0.014 D_fake: 0.032 +(epoch: 39, iters: 4392, time: 0.300, data: 0.030) G_GAN: 3.461 G_L1: 6.433 D_real: 0.006 D_fake: 0.122 +(epoch: 39, iters: 4492, time: 0.306, data: 0.018) G_GAN: 5.505 G_L1: 5.392 D_real: 0.217 D_fake: 0.011 +(epoch: 39, iters: 4592, time: 0.418, data: 0.018) G_GAN: 5.161 G_L1: 6.107 D_real: 0.008 D_fake: 0.103 +(epoch: 39, iters: 4692, time: 0.304, data: 0.019) G_GAN: 4.299 G_L1: 5.349 D_real: 0.001 D_fake: 0.080 +(epoch: 39, iters: 4792, time: 0.289, data: 0.019) G_GAN: 5.215 G_L1: 3.611 D_real: 0.003 D_fake: 0.044 +(epoch: 39, iters: 4892, time: 0.291, data: 0.017) G_GAN: 3.253 G_L1: 3.884 D_real: 0.232 D_fake: 0.115 +(epoch: 39, iters: 4992, time: 0.390, data: 0.017) G_GAN: 5.082 G_L1: 5.075 D_real: 0.030 D_fake: 0.111 +(epoch: 39, iters: 5092, time: 0.306, data: 0.018) G_GAN: 4.709 G_L1: 5.458 D_real: 0.014 D_fake: 0.414 +(epoch: 39, iters: 5192, time: 0.295, data: 0.017) G_GAN: 4.002 G_L1: 3.974 D_real: 0.199 D_fake: 0.046 +(epoch: 39, iters: 5292, time: 0.300, data: 0.017) G_GAN: 4.702 G_L1: 4.417 D_real: 0.071 D_fake: 0.071 +(epoch: 39, iters: 5392, time: 0.576, data: 0.017) G_GAN: 3.800 G_L1: 6.018 D_real: 0.899 D_fake: 0.278 +(epoch: 39, iters: 5492, time: 0.303, data: 0.018) G_GAN: 4.658 G_L1: 4.191 D_real: 0.134 D_fake: 0.343 +(epoch: 39, iters: 5592, time: 0.286, data: 0.017) G_GAN: 4.432 G_L1: 3.740 D_real: 0.022 D_fake: 0.076 +(epoch: 39, iters: 5692, time: 0.304, data: 0.015) G_GAN: 5.903 G_L1: 4.552 D_real: 0.068 D_fake: 0.063 +(epoch: 39, iters: 5792, time: 0.387, data: 0.018) G_GAN: 4.378 G_L1: 3.277 D_real: 0.143 D_fake: 0.121 +(epoch: 39, iters: 5892, time: 0.300, data: 0.021) G_GAN: 3.960 G_L1: 2.865 D_real: 0.258 D_fake: 0.095 +(epoch: 39, iters: 5992, time: 0.284, data: 0.023) G_GAN: 3.838 G_L1: 5.633 D_real: 0.359 D_fake: 0.026 +(epoch: 39, iters: 6092, time: 0.298, data: 0.016) G_GAN: 3.883 G_L1: 5.591 D_real: 0.248 D_fake: 0.072 +(epoch: 39, iters: 6192, time: 0.412, data: 0.017) G_GAN: 4.698 G_L1: 3.713 D_real: 0.104 D_fake: 0.236 +(epoch: 39, iters: 6292, time: 0.293, data: 0.018) G_GAN: 5.202 G_L1: 5.461 D_real: 0.023 D_fake: 0.035 +(epoch: 39, iters: 6392, time: 0.294, data: 0.016) G_GAN: 5.357 G_L1: 4.591 D_real: 0.021 D_fake: 0.029 +(epoch: 39, iters: 6492, time: 0.295, data: 0.016) G_GAN: 3.045 G_L1: 5.713 D_real: 0.946 D_fake: 0.300 +(epoch: 39, iters: 6592, time: 0.391, data: 0.015) G_GAN: 4.998 G_L1: 4.236 D_real: 0.006 D_fake: 0.280 +(epoch: 39, iters: 6692, time: 0.305, data: 0.018) G_GAN: 4.432 G_L1: 4.575 D_real: 0.181 D_fake: 0.050 +(epoch: 39, iters: 6792, time: 0.301, data: 0.020) G_GAN: 4.249 G_L1: 4.551 D_real: 0.045 D_fake: 0.080 +(epoch: 39, iters: 6892, time: 0.302, data: 0.018) G_GAN: 2.620 G_L1: 4.809 D_real: 0.322 D_fake: 0.174 +(epoch: 39, iters: 6992, time: 0.421, data: 0.019) G_GAN: 5.607 G_L1: 4.450 D_real: 0.157 D_fake: 0.067 +(epoch: 39, iters: 7092, time: 0.284, data: 0.023) G_GAN: 4.273 G_L1: 5.175 D_real: 0.208 D_fake: 0.054 +(epoch: 39, iters: 7192, time: 0.300, data: 0.018) G_GAN: 5.050 G_L1: 7.731 D_real: 0.003 D_fake: 0.081 +(epoch: 39, iters: 7292, time: 0.302, data: 0.017) G_GAN: 4.945 G_L1: 5.496 D_real: 0.058 D_fake: 0.030 +(epoch: 39, iters: 7392, time: 0.584, data: 0.022) G_GAN: 4.368 G_L1: 3.265 D_real: 0.093 D_fake: 0.067 +(epoch: 39, iters: 7492, time: 0.303, data: 0.018) G_GAN: 4.552 G_L1: 3.333 D_real: 0.239 D_fake: 0.023 +(epoch: 39, iters: 7592, time: 0.302, data: 0.018) G_GAN: 4.174 G_L1: 5.154 D_real: 0.007 D_fake: 0.063 +(epoch: 39, iters: 7692, time: 0.302, data: 0.017) G_GAN: 3.910 G_L1: 4.035 D_real: 0.121 D_fake: 0.062 +(epoch: 39, iters: 7792, time: 0.419, data: 0.022) G_GAN: 5.567 G_L1: 3.192 D_real: 0.025 D_fake: 0.049 +(epoch: 39, iters: 7892, time: 0.288, data: 0.020) G_GAN: 6.543 G_L1: 5.128 D_real: 0.027 D_fake: 0.023 +(epoch: 39, iters: 7992, time: 0.302, data: 0.020) G_GAN: 4.338 G_L1: 3.994 D_real: 0.441 D_fake: 0.125 +(epoch: 39, iters: 8092, time: 0.303, data: 0.018) G_GAN: 4.474 G_L1: 3.572 D_real: 0.005 D_fake: 0.093 +(epoch: 39, iters: 8192, time: 0.411, data: 0.019) G_GAN: 3.758 G_L1: 7.982 D_real: 0.041 D_fake: 0.105 +(epoch: 39, iters: 8292, time: 0.296, data: 0.020) G_GAN: 4.439 G_L1: 3.515 D_real: 0.287 D_fake: 0.037 +(epoch: 39, iters: 8392, time: 0.303, data: 0.017) G_GAN: 5.086 G_L1: 5.569 D_real: 0.008 D_fake: 0.038 +(epoch: 39, iters: 8492, time: 0.308, data: 0.019) G_GAN: 4.281 G_L1: 3.593 D_real: 0.000 D_fake: 0.102 +(epoch: 39, iters: 8592, time: 0.411, data: 0.018) G_GAN: 5.055 G_L1: 4.297 D_real: 0.056 D_fake: 0.058 +(epoch: 39, iters: 8692, time: 0.301, data: 0.020) G_GAN: 4.298 G_L1: 4.016 D_real: 0.004 D_fake: 0.096 +(epoch: 39, iters: 8792, time: 0.291, data: 0.018) G_GAN: 3.096 G_L1: 4.874 D_real: 0.446 D_fake: 0.313 +(epoch: 39, iters: 8892, time: 0.300, data: 0.018) G_GAN: 4.582 G_L1: 3.500 D_real: 0.001 D_fake: 0.340 +(epoch: 39, iters: 8992, time: 0.403, data: 0.020) G_GAN: 3.583 G_L1: 3.908 D_real: 0.347 D_fake: 0.031 +(epoch: 39, iters: 9092, time: 0.299, data: 0.017) G_GAN: 3.373 G_L1: 3.198 D_real: 0.331 D_fake: 0.096 +(epoch: 39, iters: 9192, time: 0.300, data: 0.018) G_GAN: 5.304 G_L1: 4.033 D_real: 0.045 D_fake: 0.028 +(epoch: 39, iters: 9292, time: 0.300, data: 0.018) G_GAN: 6.045 G_L1: 3.854 D_real: 0.777 D_fake: 0.005 +(epoch: 39, iters: 9392, time: 0.568, data: 0.016) G_GAN: 3.851 G_L1: 4.350 D_real: 0.018 D_fake: 0.042 +(epoch: 39, iters: 9492, time: 0.305, data: 0.020) G_GAN: 3.850 G_L1: 3.831 D_real: 0.315 D_fake: 0.173 +(epoch: 39, iters: 9592, time: 0.306, data: 0.018) G_GAN: 5.456 G_L1: 5.365 D_real: 0.124 D_fake: 0.128 +(epoch: 39, iters: 9692, time: 0.300, data: 0.019) G_GAN: 6.729 G_L1: 8.796 D_real: 0.009 D_fake: 0.042 +(epoch: 39, iters: 9792, time: 0.387, data: 0.020) G_GAN: 5.530 G_L1: 2.988 D_real: 0.268 D_fake: 0.046 +(epoch: 39, iters: 9892, time: 0.298, data: 0.020) G_GAN: 4.136 G_L1: 4.665 D_real: 0.043 D_fake: 0.293 +(epoch: 39, iters: 9992, time: 0.302, data: 0.017) G_GAN: 4.698 G_L1: 3.481 D_real: 0.202 D_fake: 0.017 +(epoch: 39, iters: 10092, time: 0.297, data: 0.018) G_GAN: 3.907 G_L1: 4.060 D_real: 0.157 D_fake: 0.072 +(epoch: 39, iters: 10192, time: 0.380, data: 0.018) G_GAN: 5.084 G_L1: 4.307 D_real: 0.044 D_fake: 0.026 +(epoch: 39, iters: 10292, time: 0.305, data: 0.019) G_GAN: 5.645 G_L1: 6.183 D_real: 0.206 D_fake: 0.012 +(epoch: 39, iters: 10392, time: 0.300, data: 0.018) G_GAN: 4.402 G_L1: 4.046 D_real: 0.017 D_fake: 0.068 +(epoch: 39, iters: 10492, time: 0.305, data: 0.019) G_GAN: 5.044 G_L1: 5.557 D_real: 0.013 D_fake: 0.155 +(epoch: 39, iters: 10592, time: 0.424, data: 0.018) G_GAN: 4.089 G_L1: 4.323 D_real: 0.067 D_fake: 0.060 +(epoch: 39, iters: 10692, time: 0.301, data: 0.018) G_GAN: 5.000 G_L1: 3.841 D_real: 0.041 D_fake: 0.046 +(epoch: 39, iters: 10792, time: 0.286, data: 0.018) G_GAN: 4.795 G_L1: 2.148 D_real: 0.035 D_fake: 0.019 +(epoch: 39, iters: 10892, time: 0.294, data: 0.017) G_GAN: 3.250 G_L1: 3.077 D_real: 0.004 D_fake: 0.195 +(epoch: 39, iters: 10992, time: 0.406, data: 0.019) G_GAN: 8.412 G_L1: 4.709 D_real: 0.171 D_fake: 0.013 +(epoch: 39, iters: 11092, time: 0.306, data: 0.019) G_GAN: 4.514 G_L1: 3.816 D_real: 0.035 D_fake: 0.262 +(epoch: 39, iters: 11192, time: 0.299, data: 0.020) G_GAN: 3.479 G_L1: 3.830 D_real: 0.460 D_fake: 0.028 +(epoch: 39, iters: 11292, time: 0.305, data: 0.021) G_GAN: 5.515 G_L1: 4.296 D_real: 0.020 D_fake: 0.039 +(epoch: 39, iters: 11392, time: 0.564, data: 0.019) G_GAN: 4.064 G_L1: 5.639 D_real: 0.021 D_fake: 0.143 +(epoch: 39, iters: 11492, time: 0.295, data: 0.019) G_GAN: 5.342 G_L1: 4.115 D_real: 0.080 D_fake: 0.016 +(epoch: 39, iters: 11592, time: 0.300, data: 0.017) G_GAN: 5.250 G_L1: 4.078 D_real: 0.040 D_fake: 0.011 +(epoch: 39, iters: 11692, time: 0.300, data: 0.020) G_GAN: 5.448 G_L1: 4.581 D_real: 0.010 D_fake: 0.062 +(epoch: 39, iters: 11792, time: 0.440, data: 0.022) G_GAN: 4.176 G_L1: 5.197 D_real: 0.104 D_fake: 0.074 +(epoch: 39, iters: 11892, time: 0.304, data: 0.022) G_GAN: 6.224 G_L1: 3.225 D_real: 0.000 D_fake: 0.043 +(epoch: 39, iters: 11992, time: 0.302, data: 0.019) G_GAN: 5.864 G_L1: 6.275 D_real: 0.001 D_fake: 0.026 +(epoch: 39, iters: 12092, time: 0.302, data: 0.020) G_GAN: 6.438 G_L1: 3.784 D_real: 0.009 D_fake: 0.051 +(epoch: 39, iters: 12192, time: 0.417, data: 0.019) G_GAN: 4.932 G_L1: 4.521 D_real: 0.083 D_fake: 0.037 +(epoch: 39, iters: 12292, time: 0.300, data: 0.019) G_GAN: 6.174 G_L1: 7.296 D_real: 0.098 D_fake: 0.018 +(epoch: 39, iters: 12392, time: 0.300, data: 0.018) G_GAN: 3.892 G_L1: 4.162 D_real: 0.087 D_fake: 0.137 +(epoch: 39, iters: 12492, time: 0.294, data: 0.018) G_GAN: 5.986 G_L1: 5.086 D_real: 0.004 D_fake: 0.521 +(epoch: 39, iters: 12592, time: 0.414, data: 0.018) G_GAN: 5.618 G_L1: 3.761 D_real: 0.037 D_fake: 0.034 +(epoch: 39, iters: 12692, time: 0.295, data: 0.018) G_GAN: 4.424 G_L1: 4.467 D_real: 0.238 D_fake: 0.020 +(epoch: 39, iters: 12792, time: 0.299, data: 0.019) G_GAN: 4.230 G_L1: 4.217 D_real: 0.090 D_fake: 0.107 +(epoch: 39, iters: 12892, time: 0.289, data: 0.018) G_GAN: 5.301 G_L1: 4.419 D_real: 0.032 D_fake: 0.340 +(epoch: 39, iters: 12992, time: 0.414, data: 0.018) G_GAN: 4.443 G_L1: 4.411 D_real: 0.285 D_fake: 0.020 +(epoch: 39, iters: 13092, time: 0.293, data: 0.018) G_GAN: 5.896 G_L1: 3.108 D_real: 0.029 D_fake: 0.107 +(epoch: 39, iters: 13192, time: 0.305, data: 0.017) G_GAN: 4.239 G_L1: 5.921 D_real: 0.155 D_fake: 0.120 +(epoch: 39, iters: 13292, time: 0.296, data: 0.018) G_GAN: 5.080 G_L1: 3.357 D_real: 0.073 D_fake: 0.024 +(epoch: 39, iters: 13392, time: 0.566, data: 0.019) G_GAN: 5.368 G_L1: 3.641 D_real: 0.032 D_fake: 0.017 +(epoch: 39, iters: 13492, time: 0.306, data: 0.019) G_GAN: 3.744 G_L1: 3.474 D_real: 0.108 D_fake: 0.035 +(epoch: 39, iters: 13592, time: 0.289, data: 0.024) G_GAN: 4.204 G_L1: 4.679 D_real: 0.144 D_fake: 0.017 +(epoch: 39, iters: 13692, time: 0.299, data: 0.018) G_GAN: 4.486 G_L1: 4.568 D_real: 0.384 D_fake: 0.028 +(epoch: 39, iters: 13792, time: 0.408, data: 0.020) G_GAN: 6.714 G_L1: 5.855 D_real: 0.190 D_fake: 0.076 +(epoch: 39, iters: 13892, time: 0.296, data: 0.019) G_GAN: 3.056 G_L1: 3.299 D_real: 0.273 D_fake: 0.125 +(epoch: 39, iters: 13992, time: 0.297, data: 0.017) G_GAN: 6.512 G_L1: 3.187 D_real: 0.115 D_fake: 0.007 +(epoch: 39, iters: 14092, time: 0.310, data: 0.018) G_GAN: 3.854 G_L1: 3.308 D_real: 0.502 D_fake: 0.055 +(epoch: 39, iters: 14192, time: 0.379, data: 0.020) G_GAN: 4.230 G_L1: 3.911 D_real: 0.417 D_fake: 0.063 +(epoch: 39, iters: 14292, time: 0.303, data: 0.019) G_GAN: 5.446 G_L1: 5.347 D_real: 0.068 D_fake: 0.309 +(epoch: 39, iters: 14392, time: 0.309, data: 0.017) G_GAN: 5.569 G_L1: 3.707 D_real: 0.122 D_fake: 0.007 +(epoch: 39, iters: 14492, time: 0.302, data: 0.019) G_GAN: 6.486 G_L1: 3.709 D_real: 0.115 D_fake: 0.423 +(epoch: 39, iters: 14592, time: 0.418, data: 0.018) G_GAN: 4.387 G_L1: 4.055 D_real: 0.012 D_fake: 0.061 +(epoch: 39, iters: 14692, time: 0.304, data: 0.022) G_GAN: 4.799 G_L1: 3.620 D_real: 0.378 D_fake: 0.009 +(epoch: 39, iters: 14792, time: 0.291, data: 0.019) G_GAN: 1.490 G_L1: 2.744 D_real: 0.956 D_fake: 0.107 +(epoch: 39, iters: 14892, time: 0.299, data: 0.014) G_GAN: 3.300 G_L1: 3.063 D_real: 0.209 D_fake: 0.135 +(epoch: 39, iters: 14992, time: 0.401, data: 0.022) G_GAN: 8.740 G_L1: 5.254 D_real: 0.053 D_fake: 0.001 +(epoch: 39, iters: 15092, time: 0.307, data: 0.018) G_GAN: 5.195 G_L1: 3.856 D_real: 0.583 D_fake: 0.009 +(epoch: 39, iters: 15192, time: 0.305, data: 0.018) G_GAN: 3.614 G_L1: 4.426 D_real: 0.042 D_fake: 0.226 +(epoch: 39, iters: 15292, time: 0.280, data: 0.018) G_GAN: 7.790 G_L1: 6.155 D_real: 0.018 D_fake: 0.025 +(epoch: 39, iters: 15392, time: 0.576, data: 0.016) G_GAN: 5.887 G_L1: 2.866 D_real: 0.022 D_fake: 0.016 +(epoch: 39, iters: 15492, time: 0.305, data: 0.020) G_GAN: 4.122 G_L1: 3.558 D_real: 0.078 D_fake: 0.055 +(epoch: 39, iters: 15592, time: 0.306, data: 0.019) G_GAN: 5.310 G_L1: 4.597 D_real: 0.570 D_fake: 0.007 +(epoch: 39, iters: 15692, time: 0.301, data: 0.019) G_GAN: 5.981 G_L1: 3.292 D_real: 0.000 D_fake: 0.064 +(epoch: 39, iters: 15792, time: 0.406, data: 0.018) G_GAN: 4.653 G_L1: 4.796 D_real: 0.033 D_fake: 0.384 +(epoch: 39, iters: 15892, time: 0.306, data: 0.019) G_GAN: 4.579 G_L1: 3.504 D_real: 0.013 D_fake: 0.123 +(epoch: 39, iters: 15992, time: 0.305, data: 0.018) G_GAN: 4.240 G_L1: 4.605 D_real: 0.184 D_fake: 0.028 +(epoch: 39, iters: 16092, time: 0.304, data: 0.019) G_GAN: 5.144 G_L1: 3.405 D_real: 0.001 D_fake: 0.032 +(epoch: 39, iters: 16192, time: 0.407, data: 0.019) G_GAN: 5.252 G_L1: 8.461 D_real: 0.001 D_fake: 0.072 +(epoch: 39, iters: 16292, time: 0.305, data: 0.019) G_GAN: 4.563 G_L1: 4.199 D_real: 0.003 D_fake: 0.191 +(epoch: 39, iters: 16392, time: 0.301, data: 0.019) G_GAN: 5.017 G_L1: 2.991 D_real: 0.200 D_fake: 0.039 +(epoch: 39, iters: 16492, time: 0.304, data: 0.017) G_GAN: 4.321 G_L1: 4.339 D_real: 0.003 D_fake: 0.102 +(epoch: 39, iters: 16592, time: 0.391, data: 0.021) G_GAN: 5.501 G_L1: 3.798 D_real: 0.111 D_fake: 0.089 +(epoch: 39, iters: 16692, time: 0.297, data: 0.020) G_GAN: 5.395 G_L1: 4.393 D_real: 0.002 D_fake: 0.038 +(epoch: 39, iters: 16792, time: 0.296, data: 0.018) G_GAN: 7.683 G_L1: 12.362 D_real: 0.000 D_fake: 0.006 +(epoch: 39, iters: 16892, time: 0.288, data: 0.018) G_GAN: 4.680 G_L1: 3.817 D_real: 0.003 D_fake: 0.077 +(epoch: 39, iters: 16992, time: 0.423, data: 0.023) G_GAN: 3.345 G_L1: 3.141 D_real: 0.064 D_fake: 0.168 +(epoch: 39, iters: 17092, time: 0.308, data: 0.019) G_GAN: 5.930 G_L1: 3.928 D_real: 0.031 D_fake: 0.014 +(epoch: 39, iters: 17192, time: 0.302, data: 0.017) G_GAN: 5.971 G_L1: 4.634 D_real: 0.262 D_fake: 0.012 +(epoch: 39, iters: 17292, time: 0.306, data: 0.019) G_GAN: 4.058 G_L1: 3.706 D_real: 0.026 D_fake: 0.191 +(epoch: 39, iters: 17392, time: 0.589, data: 0.018) G_GAN: 6.242 G_L1: 8.046 D_real: 0.002 D_fake: 0.038 +(epoch: 39, iters: 17492, time: 0.298, data: 0.019) G_GAN: 4.071 G_L1: 4.581 D_real: 0.348 D_fake: 0.057 +(epoch: 39, iters: 17592, time: 0.292, data: 0.030) G_GAN: 3.783 G_L1: 2.570 D_real: 0.094 D_fake: 0.142 +(epoch: 39, iters: 17692, time: 0.302, data: 0.017) G_GAN: 4.826 G_L1: 4.165 D_real: 0.007 D_fake: 0.163 +(epoch: 39, iters: 17792, time: 0.421, data: 0.018) G_GAN: 3.804 G_L1: 3.940 D_real: 0.090 D_fake: 0.139 +(epoch: 39, iters: 17892, time: 0.290, data: 0.019) G_GAN: 5.146 G_L1: 2.732 D_real: 0.059 D_fake: 0.101 +(epoch: 39, iters: 17992, time: 0.302, data: 0.018) G_GAN: 4.578 G_L1: 3.105 D_real: 0.062 D_fake: 0.276 +(epoch: 39, iters: 18092, time: 0.308, data: 0.019) G_GAN: 4.745 G_L1: 2.785 D_real: 0.210 D_fake: 0.062 +(epoch: 39, iters: 18192, time: 0.387, data: 0.021) G_GAN: 4.344 G_L1: 3.947 D_real: 0.003 D_fake: 0.232 +(epoch: 39, iters: 18292, time: 0.287, data: 0.019) G_GAN: 4.084 G_L1: 3.515 D_real: 0.152 D_fake: 0.063 +(epoch: 39, iters: 18392, time: 0.305, data: 0.016) G_GAN: 4.497 G_L1: 6.402 D_real: 0.004 D_fake: 0.193 +(epoch: 39, iters: 18492, time: 0.304, data: 0.020) G_GAN: 4.134 G_L1: 4.658 D_real: 0.156 D_fake: 0.022 +(epoch: 39, iters: 18592, time: 0.406, data: 0.021) G_GAN: 5.653 G_L1: 4.720 D_real: 0.003 D_fake: 0.033 +(epoch: 39, iters: 18692, time: 0.301, data: 0.017) G_GAN: 4.618 G_L1: 3.476 D_real: 0.025 D_fake: 0.043 +(epoch: 39, iters: 18792, time: 0.301, data: 0.018) G_GAN: 5.051 G_L1: 3.130 D_real: 0.049 D_fake: 0.022 +(epoch: 39, iters: 18892, time: 0.301, data: 0.018) G_GAN: 4.869 G_L1: 3.723 D_real: 0.038 D_fake: 0.117 +(epoch: 39, iters: 18992, time: 0.418, data: 0.018) G_GAN: 4.242 G_L1: 4.407 D_real: 0.002 D_fake: 0.038 +(epoch: 39, iters: 19092, time: 0.306, data: 0.021) G_GAN: 4.573 G_L1: 4.114 D_real: 0.012 D_fake: 0.029 +(epoch: 39, iters: 19192, time: 0.296, data: 0.018) G_GAN: 3.565 G_L1: 3.284 D_real: 0.194 D_fake: 0.107 +(epoch: 39, iters: 19292, time: 0.288, data: 0.022) G_GAN: 5.471 G_L1: 3.883 D_real: 0.007 D_fake: 0.892 +(epoch: 39, iters: 19392, time: 0.545, data: 0.022) G_GAN: 4.296 G_L1: 8.519 D_real: 0.185 D_fake: 0.075 +(epoch: 39, iters: 19492, time: 0.283, data: 0.020) G_GAN: 6.182 G_L1: 3.639 D_real: 0.019 D_fake: 0.206 +(epoch: 39, iters: 19592, time: 0.299, data: 0.016) G_GAN: 6.296 G_L1: 6.461 D_real: 0.054 D_fake: 0.208 +(epoch: 39, iters: 19692, time: 0.297, data: 0.018) G_GAN: 5.730 G_L1: 3.622 D_real: 0.024 D_fake: 0.229 +(epoch: 39, iters: 19792, time: 0.409, data: 0.019) G_GAN: 5.311 G_L1: 3.763 D_real: 0.083 D_fake: 0.041 +(epoch: 39, iters: 19892, time: 0.296, data: 0.019) G_GAN: 5.989 G_L1: 4.693 D_real: 0.015 D_fake: 0.042 +(epoch: 39, iters: 19992, time: 0.308, data: 0.019) G_GAN: 5.267 G_L1: 4.297 D_real: 0.014 D_fake: 0.027 +(epoch: 39, iters: 20092, time: 0.303, data: 0.019) G_GAN: 4.004 G_L1: 3.902 D_real: 0.039 D_fake: 0.054 +(epoch: 39, iters: 20192, time: 0.432, data: 0.018) G_GAN: 5.519 G_L1: 6.515 D_real: 0.000 D_fake: 0.167 +(epoch: 39, iters: 20292, time: 0.296, data: 0.019) G_GAN: 3.841 G_L1: 4.575 D_real: 0.054 D_fake: 0.154 +(epoch: 39, iters: 20392, time: 0.291, data: 0.017) G_GAN: 5.071 G_L1: 6.039 D_real: 0.018 D_fake: 0.057 +(epoch: 39, iters: 20492, time: 0.297, data: 0.018) G_GAN: 4.680 G_L1: 4.931 D_real: 0.066 D_fake: 0.304 +(epoch: 39, iters: 20592, time: 0.411, data: 0.022) G_GAN: 5.733 G_L1: 4.902 D_real: 0.065 D_fake: 0.361 +(epoch: 39, iters: 20692, time: 0.302, data: 0.019) G_GAN: 4.861 G_L1: 4.926 D_real: 0.053 D_fake: 0.026 +(epoch: 39, iters: 20792, time: 0.302, data: 0.018) G_GAN: 4.279 G_L1: 3.417 D_real: 0.024 D_fake: 0.177 +(epoch: 39, iters: 20892, time: 0.302, data: 0.019) G_GAN: 5.856 G_L1: 3.295 D_real: 0.161 D_fake: 0.020 +(epoch: 39, iters: 20992, time: 0.394, data: 0.018) G_GAN: 5.285 G_L1: 7.657 D_real: 0.009 D_fake: 0.024 +(epoch: 39, iters: 21092, time: 0.298, data: 0.025) G_GAN: 5.864 G_L1: 8.913 D_real: 0.664 D_fake: 0.041 +(epoch: 39, iters: 21192, time: 0.307, data: 0.019) G_GAN: 3.903 G_L1: 3.474 D_real: 0.062 D_fake: 0.067 +(epoch: 39, iters: 21292, time: 0.295, data: 0.019) G_GAN: 4.483 G_L1: 3.835 D_real: 0.182 D_fake: 0.099 +(epoch: 39, iters: 21392, time: 0.532, data: 0.018) G_GAN: 5.664 G_L1: 4.156 D_real: 0.001 D_fake: 0.024 +(epoch: 39, iters: 21492, time: 0.295, data: 0.018) G_GAN: 4.365 G_L1: 4.652 D_real: 0.089 D_fake: 0.038 +(epoch: 39, iters: 21592, time: 0.303, data: 0.019) G_GAN: 4.881 G_L1: 5.315 D_real: 0.069 D_fake: 0.110 +(epoch: 39, iters: 21692, time: 0.304, data: 0.018) G_GAN: 4.976 G_L1: 5.996 D_real: 0.036 D_fake: 0.031 +(epoch: 39, iters: 21792, time: 0.423, data: 0.019) G_GAN: 3.054 G_L1: 3.631 D_real: 0.747 D_fake: 0.021 +(epoch: 39, iters: 21892, time: 0.293, data: 0.019) G_GAN: 5.954 G_L1: 3.538 D_real: 0.152 D_fake: 0.004 +(epoch: 39, iters: 21992, time: 0.298, data: 0.018) G_GAN: 2.968 G_L1: 4.072 D_real: 0.167 D_fake: 0.079 +(epoch: 39, iters: 22092, time: 0.298, data: 0.020) G_GAN: 4.704 G_L1: 3.714 D_real: 0.006 D_fake: 0.075 +(epoch: 39, iters: 22192, time: 0.411, data: 0.018) G_GAN: 3.956 G_L1: 3.876 D_real: 0.083 D_fake: 0.099 +(epoch: 39, iters: 22292, time: 0.296, data: 0.018) G_GAN: 3.554 G_L1: 3.529 D_real: 0.084 D_fake: 0.336 +(epoch: 39, iters: 22392, time: 0.297, data: 0.018) G_GAN: 3.755 G_L1: 5.948 D_real: 0.029 D_fake: 0.413 +(epoch: 39, iters: 22492, time: 0.305, data: 0.023) G_GAN: 3.152 G_L1: 5.864 D_real: 1.476 D_fake: 0.056 +(epoch: 39, iters: 22592, time: 0.420, data: 0.021) G_GAN: 5.547 G_L1: 5.629 D_real: 0.010 D_fake: 0.066 +(epoch: 39, iters: 22692, time: 0.300, data: 0.019) G_GAN: 4.125 G_L1: 3.347 D_real: 0.077 D_fake: 0.148 +(epoch: 39, iters: 22792, time: 0.302, data: 0.020) G_GAN: 5.197 G_L1: 5.251 D_real: 0.095 D_fake: 0.051 +(epoch: 39, iters: 22892, time: 0.299, data: 0.019) G_GAN: 6.021 G_L1: 4.743 D_real: 0.151 D_fake: 0.069 +(epoch: 39, iters: 22992, time: 0.401, data: 0.019) G_GAN: 3.963 G_L1: 3.138 D_real: 0.013 D_fake: 0.609 +(epoch: 39, iters: 23092, time: 0.301, data: 0.017) G_GAN: 5.470 G_L1: 3.127 D_real: 0.028 D_fake: 0.299 +(epoch: 39, iters: 23192, time: 0.304, data: 0.019) G_GAN: 4.565 G_L1: 3.303 D_real: 0.057 D_fake: 0.123 +(epoch: 39, iters: 23292, time: 0.299, data: 0.019) G_GAN: 3.519 G_L1: 2.873 D_real: 0.153 D_fake: 0.075 +(epoch: 39, iters: 23392, time: 0.581, data: 0.017) G_GAN: 2.211 G_L1: 3.590 D_real: 0.629 D_fake: 0.123 +(epoch: 39, iters: 23492, time: 0.298, data: 0.019) G_GAN: 3.488 G_L1: 2.145 D_real: 0.402 D_fake: 0.029 +(epoch: 39, iters: 23592, time: 0.301, data: 0.019) G_GAN: 6.011 G_L1: 3.859 D_real: 0.016 D_fake: 0.344 +(epoch: 39, iters: 23692, time: 0.295, data: 0.020) G_GAN: 6.773 G_L1: 5.339 D_real: 0.002 D_fake: 0.005 +(epoch: 39, iters: 23792, time: 0.421, data: 0.018) G_GAN: 6.641 G_L1: 8.261 D_real: 0.043 D_fake: 0.011 +(epoch: 39, iters: 23892, time: 0.300, data: 0.021) G_GAN: 6.441 G_L1: 5.903 D_real: 0.039 D_fake: 0.186 +(epoch: 39, iters: 23992, time: 0.299, data: 0.023) G_GAN: 3.763 G_L1: 3.037 D_real: 0.093 D_fake: 0.051 +(epoch: 39, iters: 24092, time: 0.303, data: 0.019) G_GAN: 4.796 G_L1: 3.497 D_real: 0.241 D_fake: 0.048 +(epoch: 39, iters: 24192, time: 0.408, data: 0.020) G_GAN: 4.130 G_L1: 2.654 D_real: 0.899 D_fake: 0.064 +(epoch: 39, iters: 24292, time: 0.301, data: 0.018) G_GAN: 4.499 G_L1: 3.509 D_real: 0.132 D_fake: 0.025 +(epoch: 39, iters: 24392, time: 0.295, data: 0.019) G_GAN: 4.230 G_L1: 2.936 D_real: 0.044 D_fake: 0.076 +(epoch: 39, iters: 24492, time: 0.306, data: 0.020) G_GAN: 3.927 G_L1: 3.982 D_real: 0.020 D_fake: 0.128 +(epoch: 39, iters: 24592, time: 0.423, data: 0.018) G_GAN: 6.913 G_L1: 7.758 D_real: 0.103 D_fake: 0.089 +(epoch: 39, iters: 24692, time: 0.306, data: 0.019) G_GAN: 4.280 G_L1: 8.048 D_real: 0.060 D_fake: 0.045 +(epoch: 39, iters: 24792, time: 0.294, data: 0.019) G_GAN: 5.093 G_L1: 3.840 D_real: 0.016 D_fake: 0.033 +(epoch: 39, iters: 24892, time: 0.301, data: 0.018) G_GAN: 4.221 G_L1: 3.215 D_real: 0.066 D_fake: 0.364 +(epoch: 39, iters: 24992, time: 0.413, data: 0.018) G_GAN: 5.431 G_L1: 11.238 D_real: 0.011 D_fake: 0.043 +(epoch: 39, iters: 25092, time: 0.304, data: 0.019) G_GAN: 5.371 G_L1: 4.819 D_real: 0.036 D_fake: 0.053 +(epoch: 39, iters: 25192, time: 0.297, data: 0.021) G_GAN: 3.672 G_L1: 3.928 D_real: 0.033 D_fake: 0.140 +(epoch: 39, iters: 25292, time: 0.304, data: 0.019) G_GAN: 3.809 G_L1: 3.229 D_real: 0.000 D_fake: 0.261 +(epoch: 39, iters: 25392, time: 0.556, data: 0.019) G_GAN: 5.329 G_L1: 3.226 D_real: 0.033 D_fake: 0.173 +(epoch: 39, iters: 25492, time: 0.292, data: 0.020) G_GAN: 4.926 G_L1: 3.885 D_real: 0.088 D_fake: 0.069 +(epoch: 39, iters: 25592, time: 0.301, data: 0.019) G_GAN: 4.277 G_L1: 4.028 D_real: 0.191 D_fake: 0.030 +(epoch: 39, iters: 25692, time: 0.306, data: 0.018) G_GAN: 7.430 G_L1: 5.363 D_real: 0.361 D_fake: 0.002 +(epoch: 39, iters: 25792, time: 0.424, data: 0.019) G_GAN: 3.961 G_L1: 6.338 D_real: 0.086 D_fake: 0.080 +(epoch: 39, iters: 25892, time: 0.303, data: 0.019) G_GAN: 5.229 G_L1: 3.718 D_real: 0.058 D_fake: 0.026 +(epoch: 39, iters: 25992, time: 0.301, data: 0.019) G_GAN: 4.069 G_L1: 5.241 D_real: 0.108 D_fake: 0.051 +(epoch: 39, iters: 26092, time: 0.303, data: 0.019) G_GAN: 4.129 G_L1: 4.026 D_real: 0.089 D_fake: 0.037 +(epoch: 39, iters: 26192, time: 0.405, data: 0.019) G_GAN: 4.888 G_L1: 4.341 D_real: 0.002 D_fake: 0.059 +(epoch: 39, iters: 26292, time: 0.291, data: 0.019) G_GAN: 5.047 G_L1: 4.700 D_real: 0.083 D_fake: 0.034 +(epoch: 39, iters: 26392, time: 0.307, data: 0.018) G_GAN: 4.928 G_L1: 3.241 D_real: 0.156 D_fake: 0.281 +(epoch: 39, iters: 26492, time: 0.304, data: 0.019) G_GAN: 4.293 G_L1: 2.550 D_real: 0.036 D_fake: 0.029 +(epoch: 39, iters: 26592, time: 0.385, data: 0.020) G_GAN: 3.281 G_L1: 3.191 D_real: 0.439 D_fake: 0.045 +(epoch: 39, iters: 26692, time: 0.305, data: 0.022) G_GAN: 3.104 G_L1: 3.756 D_real: 0.335 D_fake: 0.029 +(epoch: 39, iters: 26792, time: 0.305, data: 0.025) G_GAN: 4.382 G_L1: 4.217 D_real: 0.032 D_fake: 0.279 +(epoch: 39, iters: 26892, time: 0.302, data: 0.017) G_GAN: 4.433 G_L1: 3.594 D_real: 0.011 D_fake: 0.042 +(epoch: 39, iters: 26992, time: 0.418, data: 0.019) G_GAN: 4.950 G_L1: 3.190 D_real: 0.052 D_fake: 0.017 +(epoch: 39, iters: 27092, time: 0.301, data: 0.019) G_GAN: 3.959 G_L1: 6.369 D_real: 0.249 D_fake: 0.050 +(epoch: 39, iters: 27192, time: 0.303, data: 0.019) G_GAN: 4.385 G_L1: 3.871 D_real: 0.205 D_fake: 0.038 +(epoch: 39, iters: 27292, time: 0.291, data: 0.019) G_GAN: 4.333 G_L1: 3.897 D_real: 0.245 D_fake: 0.029 +(epoch: 39, iters: 27392, time: 0.559, data: 0.017) G_GAN: 5.422 G_L1: 3.817 D_real: 0.002 D_fake: 0.182 +(epoch: 39, iters: 27492, time: 0.301, data: 0.019) G_GAN: 5.372 G_L1: 3.281 D_real: 0.071 D_fake: 0.074 +(epoch: 39, iters: 27592, time: 0.300, data: 0.022) G_GAN: 4.371 G_L1: 2.525 D_real: 0.113 D_fake: 0.061 +(epoch: 39, iters: 27692, time: 0.293, data: 0.019) G_GAN: 3.036 G_L1: 3.697 D_real: 0.138 D_fake: 0.310 +(epoch: 39, iters: 27792, time: 0.412, data: 0.019) G_GAN: 4.464 G_L1: 4.257 D_real: 0.018 D_fake: 0.122 +(epoch: 39, iters: 27892, time: 0.292, data: 0.018) G_GAN: 4.386 G_L1: 4.448 D_real: 0.003 D_fake: 0.044 +(epoch: 39, iters: 27992, time: 0.305, data: 0.017) G_GAN: 6.434 G_L1: 4.623 D_real: 0.014 D_fake: 0.013 +(epoch: 39, iters: 28092, time: 0.306, data: 0.018) G_GAN: 4.639 G_L1: 5.062 D_real: 0.058 D_fake: 0.059 +(epoch: 39, iters: 28192, time: 0.411, data: 0.019) G_GAN: 4.792 G_L1: 11.496 D_real: 0.251 D_fake: 0.015 +(epoch: 39, iters: 28292, time: 0.293, data: 0.020) G_GAN: 3.969 G_L1: 3.930 D_real: 0.009 D_fake: 0.089 +(epoch: 39, iters: 28392, time: 0.289, data: 0.019) G_GAN: 4.317 G_L1: 4.171 D_real: 0.020 D_fake: 0.031 +(epoch: 39, iters: 28492, time: 0.303, data: 0.017) G_GAN: 3.662 G_L1: 6.744 D_real: 0.003 D_fake: 0.180 +(epoch: 39, iters: 28592, time: 0.421, data: 0.018) G_GAN: 3.762 G_L1: 4.065 D_real: 0.147 D_fake: 0.090 +(epoch: 39, iters: 28692, time: 0.301, data: 0.019) G_GAN: 5.267 G_L1: 8.680 D_real: 0.011 D_fake: 0.118 +(epoch: 39, iters: 28792, time: 0.303, data: 0.019) G_GAN: 4.131 G_L1: 3.130 D_real: 0.031 D_fake: 0.118 +(epoch: 39, iters: 28892, time: 0.304, data: 0.019) G_GAN: 5.964 G_L1: 3.549 D_real: 0.011 D_fake: 0.018 +(epoch: 39, iters: 28992, time: 0.416, data: 0.019) G_GAN: 5.726 G_L1: 5.815 D_real: 0.138 D_fake: 0.014 +(epoch: 39, iters: 29092, time: 0.304, data: 0.018) G_GAN: 6.475 G_L1: 6.259 D_real: 0.006 D_fake: 0.070 +(epoch: 39, iters: 29192, time: 0.301, data: 0.023) G_GAN: 4.821 G_L1: 3.715 D_real: 0.081 D_fake: 0.064 +(epoch: 39, iters: 29292, time: 0.303, data: 0.019) G_GAN: 7.862 G_L1: 6.322 D_real: 0.001 D_fake: 0.002 +(epoch: 39, iters: 29392, time: 0.552, data: 0.022) G_GAN: 5.754 G_L1: 3.704 D_real: 0.009 D_fake: 0.026 +(epoch: 39, iters: 29492, time: 0.302, data: 0.020) G_GAN: 4.164 G_L1: 4.397 D_real: 0.093 D_fake: 0.267 +(epoch: 39, iters: 29592, time: 0.283, data: 0.019) G_GAN: 2.912 G_L1: 2.942 D_real: 0.148 D_fake: 0.097 +(epoch: 39, iters: 29692, time: 0.304, data: 0.021) G_GAN: 4.439 G_L1: 3.136 D_real: 0.062 D_fake: 0.147 +(epoch: 39, iters: 29792, time: 0.390, data: 0.018) G_GAN: 3.758 G_L1: 3.619 D_real: 0.055 D_fake: 0.046 +(epoch: 39, iters: 29892, time: 0.299, data: 0.019) G_GAN: 4.042 G_L1: 3.123 D_real: 0.008 D_fake: 0.117 +(epoch: 39, iters: 29992, time: 0.303, data: 0.019) G_GAN: 4.745 G_L1: 2.963 D_real: 0.006 D_fake: 0.138 +(epoch: 39, iters: 30092, time: 0.304, data: 0.018) G_GAN: 3.702 G_L1: 3.948 D_real: 0.473 D_fake: 0.072 +(epoch: 39, iters: 30192, time: 0.410, data: 0.019) G_GAN: 6.454 G_L1: 4.981 D_real: 0.048 D_fake: 0.010 +(epoch: 39, iters: 30292, time: 0.303, data: 0.019) G_GAN: 3.548 G_L1: 3.849 D_real: 0.041 D_fake: 0.129 +(epoch: 39, iters: 30392, time: 0.301, data: 0.019) G_GAN: 4.965 G_L1: 3.165 D_real: 0.005 D_fake: 0.047 +(epoch: 39, iters: 30492, time: 0.309, data: 0.022) G_GAN: 5.867 G_L1: 6.889 D_real: 0.048 D_fake: 0.010 +(epoch: 39, iters: 30592, time: 0.428, data: 0.022) G_GAN: 3.799 G_L1: 4.794 D_real: 0.280 D_fake: 0.031 +(epoch: 39, iters: 30692, time: 0.303, data: 0.018) G_GAN: 6.884 G_L1: 4.199 D_real: 0.038 D_fake: 0.014 +(epoch: 39, iters: 30792, time: 0.306, data: 0.018) G_GAN: 6.893 G_L1: 4.445 D_real: 0.021 D_fake: 0.019 +(epoch: 39, iters: 30892, time: 0.299, data: 0.018) G_GAN: 6.646 G_L1: 5.323 D_real: 0.011 D_fake: 0.005 +(epoch: 39, iters: 30992, time: 0.388, data: 0.017) G_GAN: 4.509 G_L1: 3.679 D_real: 0.027 D_fake: 0.058 +(epoch: 39, iters: 31092, time: 0.304, data: 0.024) G_GAN: 5.304 G_L1: 3.727 D_real: 0.051 D_fake: 0.203 +(epoch: 39, iters: 31192, time: 0.303, data: 0.019) G_GAN: 3.751 G_L1: 2.631 D_real: 0.075 D_fake: 0.054 +(epoch: 39, iters: 31292, time: 0.303, data: 0.018) G_GAN: 5.442 G_L1: 5.252 D_real: 0.004 D_fake: 0.081 +(epoch: 39, iters: 31392, time: 0.555, data: 0.019) G_GAN: 4.493 G_L1: 5.856 D_real: 0.039 D_fake: 0.064 +(epoch: 39, iters: 31492, time: 0.294, data: 0.019) G_GAN: 6.398 G_L1: 4.681 D_real: 0.009 D_fake: 0.013 +(epoch: 39, iters: 31592, time: 0.295, data: 0.018) G_GAN: 6.291 G_L1: 8.549 D_real: 0.004 D_fake: 0.087 +(epoch: 39, iters: 31692, time: 0.299, data: 0.018) G_GAN: 3.367 G_L1: 3.560 D_real: 0.028 D_fake: 0.201 +(epoch: 39, iters: 31792, time: 0.414, data: 0.018) G_GAN: 4.570 G_L1: 3.284 D_real: 0.008 D_fake: 0.094 +(epoch: 39, iters: 31892, time: 0.304, data: 0.019) G_GAN: 6.417 G_L1: 4.260 D_real: 0.091 D_fake: 0.012 +(epoch: 39, iters: 31992, time: 0.312, data: 0.020) G_GAN: 5.968 G_L1: 4.067 D_real: 0.061 D_fake: 0.006 +(epoch: 39, iters: 32092, time: 0.291, data: 0.021) G_GAN: 5.080 G_L1: 5.537 D_real: 0.002 D_fake: 0.138 +(epoch: 39, iters: 32192, time: 0.413, data: 0.017) G_GAN: 7.132 G_L1: 4.588 D_real: 0.006 D_fake: 0.009 +(epoch: 39, iters: 32292, time: 0.283, data: 0.021) G_GAN: 4.788 G_L1: 9.070 D_real: 0.041 D_fake: 0.067 +(epoch: 39, iters: 32392, time: 0.306, data: 0.017) G_GAN: 5.266 G_L1: 2.791 D_real: 0.000 D_fake: 0.083 +(epoch: 39, iters: 32492, time: 0.303, data: 0.018) G_GAN: 4.832 G_L1: 6.213 D_real: 0.001 D_fake: 0.101 +(epoch: 39, iters: 32592, time: 0.390, data: 0.017) G_GAN: 4.945 G_L1: 8.969 D_real: 0.110 D_fake: 0.465 +(epoch: 39, iters: 32692, time: 0.299, data: 0.020) G_GAN: 5.720 G_L1: 4.038 D_real: 0.031 D_fake: 0.455 +(epoch: 39, iters: 32792, time: 0.304, data: 0.019) G_GAN: 6.174 G_L1: 4.199 D_real: 0.034 D_fake: 0.129 +(epoch: 39, iters: 32892, time: 0.307, data: 0.018) G_GAN: 4.884 G_L1: 5.076 D_real: 0.004 D_fake: 0.110 +(epoch: 39, iters: 32992, time: 0.382, data: 0.018) G_GAN: 5.140 G_L1: 4.314 D_real: 0.261 D_fake: 0.095 +(epoch: 39, iters: 33092, time: 0.304, data: 0.018) G_GAN: 6.508 G_L1: 3.375 D_real: 0.011 D_fake: 0.013 +(epoch: 39, iters: 33192, time: 0.305, data: 0.020) G_GAN: 4.387 G_L1: 3.699 D_real: 0.159 D_fake: 0.072 +(epoch: 39, iters: 33292, time: 0.297, data: 0.019) G_GAN: 3.028 G_L1: 3.511 D_real: 0.168 D_fake: 0.074 +(epoch: 39, iters: 33392, time: 0.567, data: 0.018) G_GAN: 4.361 G_L1: 3.963 D_real: 0.008 D_fake: 0.309 +(epoch: 39, iters: 33492, time: 0.301, data: 0.019) G_GAN: 3.812 G_L1: 3.513 D_real: 0.114 D_fake: 0.125 +(epoch: 39, iters: 33592, time: 0.297, data: 0.019) G_GAN: 5.001 G_L1: 4.523 D_real: 0.023 D_fake: 0.073 +(epoch: 39, iters: 33692, time: 0.303, data: 0.018) G_GAN: 5.499 G_L1: 5.439 D_real: 0.000 D_fake: 0.072 +(epoch: 39, iters: 33792, time: 0.390, data: 0.022) G_GAN: 5.288 G_L1: 3.465 D_real: 0.062 D_fake: 0.141 +(epoch: 39, iters: 33892, time: 0.287, data: 0.019) G_GAN: 4.754 G_L1: 4.522 D_real: 0.055 D_fake: 0.101 +(epoch: 39, iters: 33992, time: 0.305, data: 0.020) G_GAN: 4.792 G_L1: 4.663 D_real: 0.066 D_fake: 0.046 +(epoch: 39, iters: 34092, time: 0.303, data: 0.022) G_GAN: 3.910 G_L1: 4.226 D_real: 0.329 D_fake: 0.026 +(epoch: 39, iters: 34192, time: 0.395, data: 0.019) G_GAN: 3.728 G_L1: 2.361 D_real: 0.221 D_fake: 0.078 +(epoch: 39, iters: 34292, time: 0.289, data: 0.019) G_GAN: 7.475 G_L1: 4.643 D_real: 0.027 D_fake: 1.239 +(epoch: 39, iters: 34392, time: 0.297, data: 0.022) G_GAN: 5.611 G_L1: 3.887 D_real: 0.093 D_fake: 0.028 +(epoch: 39, iters: 34492, time: 0.297, data: 0.019) G_GAN: 4.794 G_L1: 5.921 D_real: 0.361 D_fake: 0.013 +(epoch: 39, iters: 34592, time: 0.413, data: 0.019) G_GAN: 5.287 G_L1: 4.855 D_real: 0.009 D_fake: 0.039 +(epoch: 39, iters: 34692, time: 0.306, data: 0.022) G_GAN: 4.823 G_L1: 3.608 D_real: 0.021 D_fake: 0.148 +(epoch: 39, iters: 34792, time: 0.296, data: 0.024) G_GAN: 5.341 G_L1: 5.212 D_real: 0.235 D_fake: 0.025 +(epoch: 39, iters: 34892, time: 0.296, data: 0.021) G_GAN: 5.005 G_L1: 3.508 D_real: 0.249 D_fake: 0.050 +(epoch: 39, iters: 34992, time: 0.397, data: 0.019) G_GAN: 4.872 G_L1: 4.415 D_real: 0.093 D_fake: 0.030 +(epoch: 39, iters: 35092, time: 0.305, data: 0.018) G_GAN: 4.580 G_L1: 3.410 D_real: 0.002 D_fake: 0.028 +(epoch: 39, iters: 35192, time: 0.302, data: 0.019) G_GAN: 3.703 G_L1: 3.872 D_real: 0.068 D_fake: 0.134 +(epoch: 39, iters: 35292, time: 0.296, data: 0.019) G_GAN: 4.494 G_L1: 3.846 D_real: 0.299 D_fake: 0.043 +(epoch: 39, iters: 35392, time: 0.563, data: 0.018) G_GAN: 3.650 G_L1: 4.304 D_real: 0.353 D_fake: 0.071 +(epoch: 39, iters: 35492, time: 0.297, data: 0.019) G_GAN: 5.035 G_L1: 2.951 D_real: 0.835 D_fake: 0.028 +(epoch: 39, iters: 35592, time: 0.299, data: 0.019) G_GAN: 5.486 G_L1: 4.340 D_real: 0.009 D_fake: 0.041 +(epoch: 39, iters: 35692, time: 0.303, data: 0.019) G_GAN: 4.567 G_L1: 3.683 D_real: 0.075 D_fake: 0.708 +(epoch: 39, iters: 35792, time: 0.419, data: 0.019) G_GAN: 4.379 G_L1: 2.946 D_real: 0.050 D_fake: 0.113 +(epoch: 39, iters: 35892, time: 0.302, data: 0.019) G_GAN: 5.279 G_L1: 3.964 D_real: 0.166 D_fake: 0.016 +(epoch: 39, iters: 35992, time: 0.293, data: 0.023) G_GAN: 4.737 G_L1: 3.850 D_real: 0.048 D_fake: 0.034 +(epoch: 39, iters: 36092, time: 0.292, data: 0.019) G_GAN: 6.096 G_L1: 3.596 D_real: 0.028 D_fake: 0.022 +(epoch: 39, iters: 36192, time: 0.418, data: 0.019) G_GAN: 8.065 G_L1: 5.781 D_real: 0.011 D_fake: 0.004 +(epoch: 39, iters: 36292, time: 0.300, data: 0.019) G_GAN: 4.628 G_L1: 2.369 D_real: 0.002 D_fake: 0.124 +(epoch: 39, iters: 36392, time: 0.298, data: 0.019) G_GAN: 5.271 G_L1: 3.093 D_real: 0.007 D_fake: 0.120 +(epoch: 39, iters: 36492, time: 0.301, data: 0.017) G_GAN: 5.203 G_L1: 3.037 D_real: 0.007 D_fake: 0.086 +(epoch: 39, iters: 36592, time: 0.427, data: 0.018) G_GAN: 3.334 G_L1: 4.705 D_real: 0.002 D_fake: 0.133 +(epoch: 39, iters: 36692, time: 0.302, data: 0.019) G_GAN: 4.000 G_L1: 9.482 D_real: 0.004 D_fake: 0.053 +(epoch: 39, iters: 36792, time: 0.302, data: 0.020) G_GAN: 6.860 G_L1: 3.101 D_real: 0.002 D_fake: 0.036 +(epoch: 39, iters: 36892, time: 0.304, data: 0.018) G_GAN: 4.421 G_L1: 5.575 D_real: 0.002 D_fake: 0.078 +(epoch: 39, iters: 36992, time: 0.414, data: 0.024) G_GAN: 2.923 G_L1: 5.205 D_real: 0.391 D_fake: 0.046 +(epoch: 39, iters: 37092, time: 0.290, data: 0.020) G_GAN: 6.838 G_L1: 3.984 D_real: 0.007 D_fake: 0.002 +(epoch: 39, iters: 37192, time: 0.302, data: 0.019) G_GAN: 4.925 G_L1: 4.145 D_real: 0.002 D_fake: 0.061 +(epoch: 39, iters: 37292, time: 0.306, data: 0.018) G_GAN: 4.251 G_L1: 3.855 D_real: 0.049 D_fake: 0.023 +(epoch: 39, iters: 37392, time: 0.523, data: 0.018) G_GAN: 4.113 G_L1: 4.060 D_real: 0.049 D_fake: 0.085 +(epoch: 39, iters: 37492, time: 0.284, data: 0.017) G_GAN: 4.812 G_L1: 6.144 D_real: 0.008 D_fake: 0.065 +(epoch: 39, iters: 37592, time: 0.296, data: 0.018) G_GAN: 4.312 G_L1: 6.536 D_real: 0.369 D_fake: 0.124 +(epoch: 39, iters: 37692, time: 0.293, data: 0.022) G_GAN: 6.767 G_L1: 7.029 D_real: 0.001 D_fake: 0.009 +(epoch: 39, iters: 37792, time: 0.413, data: 0.020) G_GAN: 5.326 G_L1: 5.844 D_real: 0.060 D_fake: 0.019 +(epoch: 39, iters: 37892, time: 0.304, data: 0.019) G_GAN: 5.005 G_L1: 4.325 D_real: 0.001 D_fake: 0.409 +(epoch: 39, iters: 37992, time: 0.304, data: 0.019) G_GAN: 4.230 G_L1: 5.130 D_real: 0.349 D_fake: 0.110 +(epoch: 39, iters: 38092, time: 0.297, data: 0.018) G_GAN: 5.311 G_L1: 3.819 D_real: 0.037 D_fake: 0.318 +(epoch: 39, iters: 38192, time: 0.423, data: 0.018) G_GAN: 6.823 G_L1: 8.174 D_real: 0.125 D_fake: 0.005 +(epoch: 39, iters: 38292, time: 0.303, data: 0.020) G_GAN: 4.950 G_L1: 5.143 D_real: 0.034 D_fake: 0.025 +(epoch: 39, iters: 38392, time: 0.296, data: 0.019) G_GAN: 5.558 G_L1: 4.080 D_real: 0.032 D_fake: 0.438 +(epoch: 39, iters: 38492, time: 0.307, data: 0.017) G_GAN: 5.462 G_L1: 5.097 D_real: 0.016 D_fake: 0.106 +(epoch: 39, iters: 38592, time: 0.420, data: 0.019) G_GAN: 4.369 G_L1: 4.857 D_real: 0.014 D_fake: 0.255 +(epoch: 39, iters: 38692, time: 0.303, data: 0.024) G_GAN: 6.688 G_L1: 4.296 D_real: 0.011 D_fake: 0.031 +(epoch: 39, iters: 38792, time: 0.302, data: 0.018) G_GAN: 5.983 G_L1: 4.379 D_real: 0.230 D_fake: 0.022 +(epoch: 39, iters: 38892, time: 0.302, data: 0.018) G_GAN: 6.726 G_L1: 3.124 D_real: 0.459 D_fake: 0.002 +(epoch: 39, iters: 38992, time: 0.419, data: 0.021) G_GAN: 5.838 G_L1: 5.947 D_real: 0.685 D_fake: 0.002 +(epoch: 39, iters: 39092, time: 0.300, data: 0.019) G_GAN: 7.074 G_L1: 4.768 D_real: 0.010 D_fake: 0.025 +(epoch: 39, iters: 39192, time: 0.296, data: 0.019) G_GAN: 5.670 G_L1: 3.253 D_real: 0.005 D_fake: 0.011 +(epoch: 39, iters: 39292, time: 0.291, data: 0.018) G_GAN: 7.572 G_L1: 5.479 D_real: 0.000 D_fake: 0.003 +(epoch: 39, iters: 39392, time: 0.556, data: 0.020) G_GAN: 5.935 G_L1: 10.633 D_real: 0.000 D_fake: 0.025 +(epoch: 39, iters: 39492, time: 0.302, data: 0.018) G_GAN: 4.778 G_L1: 4.501 D_real: 0.000 D_fake: 0.066 +(epoch: 39, iters: 39592, time: 0.295, data: 0.019) G_GAN: 5.083 G_L1: 5.671 D_real: 0.000 D_fake: 0.032 +(epoch: 39, iters: 39692, time: 0.302, data: 0.022) G_GAN: 4.845 G_L1: 5.125 D_real: 0.000 D_fake: 0.069 +(epoch: 39, iters: 39792, time: 0.427, data: 0.022) G_GAN: 4.921 G_L1: 9.591 D_real: 0.000 D_fake: 0.033 +(epoch: 39, iters: 39892, time: 0.294, data: 0.019) G_GAN: 5.837 G_L1: 4.563 D_real: 0.011 D_fake: 0.026 +(epoch: 39, iters: 39992, time: 0.303, data: 0.019) G_GAN: 6.169 G_L1: 5.282 D_real: 0.000 D_fake: 0.019 +(epoch: 39, iters: 40092, time: 0.299, data: 0.018) G_GAN: 8.605 G_L1: 4.894 D_real: 0.051 D_fake: 0.000 +(epoch: 39, iters: 40192, time: 0.418, data: 0.020) G_GAN: 6.491 G_L1: 11.452 D_real: 0.001 D_fake: 0.026 +(epoch: 39, iters: 40292, time: 0.299, data: 0.018) G_GAN: 6.951 G_L1: 5.149 D_real: 0.000 D_fake: 0.313 +(epoch: 39, iters: 40392, time: 0.296, data: 0.018) G_GAN: 4.710 G_L1: 4.628 D_real: 0.003 D_fake: 0.010 +(epoch: 39, iters: 40492, time: 0.309, data: 0.017) G_GAN: 6.240 G_L1: 4.149 D_real: 0.001 D_fake: 0.019 +(epoch: 39, iters: 40592, time: 0.416, data: 0.020) G_GAN: 4.761 G_L1: 5.178 D_real: 0.001 D_fake: 0.017 +(epoch: 39, iters: 40692, time: 0.294, data: 0.019) G_GAN: 5.382 G_L1: 4.891 D_real: 0.005 D_fake: 0.007 +(epoch: 39, iters: 40792, time: 0.306, data: 0.018) G_GAN: 5.130 G_L1: 4.398 D_real: 0.002 D_fake: 0.066 +(epoch: 39, iters: 40892, time: 0.298, data: 0.022) G_GAN: 7.402 G_L1: 2.035 D_real: 0.000 D_fake: 0.003 +(epoch: 39, iters: 40992, time: 0.428, data: 0.019) G_GAN: 2.718 G_L1: 4.961 D_real: 0.000 D_fake: 0.069 +(epoch: 39, iters: 41092, time: 0.296, data: 0.024) G_GAN: 3.533 G_L1: 8.243 D_real: 0.000 D_fake: 0.292 +(epoch: 39, iters: 41192, time: 0.306, data: 0.021) G_GAN: 3.093 G_L1: 4.026 D_real: 0.000 D_fake: 0.070 +(epoch: 39, iters: 41292, time: 0.298, data: 0.019) G_GAN: 5.807 G_L1: 10.475 D_real: 0.000 D_fake: 0.025 +(epoch: 39, iters: 41392, time: 0.576, data: 0.019) G_GAN: 5.025 G_L1: 6.221 D_real: 0.000 D_fake: 0.205 +(epoch: 39, iters: 41492, time: 0.302, data: 0.018) G_GAN: 5.168 G_L1: 10.169 D_real: 0.000 D_fake: 0.474 +(epoch: 39, iters: 41592, time: 0.301, data: 0.018) G_GAN: 3.920 G_L1: 3.714 D_real: 0.000 D_fake: 0.480 +(epoch: 39, iters: 41692, time: 0.306, data: 0.022) G_GAN: 3.937 G_L1: 4.106 D_real: 0.000 D_fake: 0.280 +(epoch: 39, iters: 41792, time: 0.413, data: 0.019) G_GAN: 3.842 G_L1: 5.630 D_real: 0.000 D_fake: 1.021 +(epoch: 39, iters: 41892, time: 0.303, data: 0.023) G_GAN: 3.831 G_L1: 4.368 D_real: 0.000 D_fake: 0.610 +(epoch: 39, iters: 41992, time: 0.288, data: 0.019) G_GAN: 1.857 G_L1: 4.370 D_real: 0.000 D_fake: 0.243 +(epoch: 39, iters: 42092, time: 0.297, data: 0.017) G_GAN: 3.897 G_L1: 5.315 D_real: 0.000 D_fake: 0.205 +(epoch: 39, iters: 42192, time: 0.424, data: 0.017) G_GAN: 2.521 G_L1: 4.761 D_real: 0.000 D_fake: 0.168 +(epoch: 39, iters: 42292, time: 0.289, data: 0.020) G_GAN: 2.991 G_L1: 4.076 D_real: 0.140 D_fake: 0.110 +(epoch: 39, iters: 42392, time: 0.290, data: 0.018) G_GAN: 2.510 G_L1: 3.814 D_real: 0.001 D_fake: 0.497 +(epoch: 39, iters: 42492, time: 0.294, data: 0.019) G_GAN: 2.573 G_L1: 3.993 D_real: 0.000 D_fake: 0.160 +(epoch: 39, iters: 42592, time: 0.429, data: 0.018) G_GAN: 5.429 G_L1: 7.545 D_real: 0.000 D_fake: 0.095 +(epoch: 39, iters: 42692, time: 0.302, data: 0.019) G_GAN: 1.838 G_L1: 4.935 D_real: 0.001 D_fake: 0.180 +(epoch: 39, iters: 42792, time: 0.299, data: 0.019) G_GAN: 4.055 G_L1: 5.974 D_real: 0.000 D_fake: 0.520 +(epoch: 39, iters: 42892, time: 0.295, data: 0.018) G_GAN: 2.245 G_L1: 3.634 D_real: 0.002 D_fake: 0.044 +(epoch: 39, iters: 42992, time: 0.403, data: 0.020) G_GAN: 2.712 G_L1: 3.654 D_real: 0.001 D_fake: 0.135 +(epoch: 39, iters: 43092, time: 0.305, data: 0.019) G_GAN: 2.901 G_L1: 3.437 D_real: 0.338 D_fake: 0.209 +(epoch: 39, iters: 43192, time: 0.297, data: 0.020) G_GAN: 3.319 G_L1: 3.908 D_real: 0.000 D_fake: 0.071 +(epoch: 39, iters: 43292, time: 0.296, data: 0.018) G_GAN: 1.087 G_L1: 3.326 D_real: 0.001 D_fake: 0.246 +(epoch: 39, iters: 43392, time: 0.539, data: 0.016) G_GAN: 2.518 G_L1: 3.989 D_real: 0.005 D_fake: 0.205 +(epoch: 39, iters: 43492, time: 0.305, data: 0.023) G_GAN: 3.081 G_L1: 6.713 D_real: 0.000 D_fake: 0.302 +(epoch: 39, iters: 43592, time: 0.292, data: 0.018) G_GAN: 2.030 G_L1: 6.405 D_real: 0.001 D_fake: 0.208 +(epoch: 39, iters: 43692, time: 0.300, data: 0.018) G_GAN: 4.180 G_L1: 5.186 D_real: 0.000 D_fake: 0.093 +(epoch: 39, iters: 43792, time: 0.416, data: 0.022) G_GAN: 2.519 G_L1: 5.205 D_real: 0.000 D_fake: 0.274 +(epoch: 39, iters: 43892, time: 0.297, data: 0.018) G_GAN: 4.113 G_L1: 5.402 D_real: 0.001 D_fake: 0.039 +(epoch: 39, iters: 43992, time: 0.294, data: 0.019) G_GAN: 5.400 G_L1: 5.148 D_real: 0.000 D_fake: 0.033 +(epoch: 39, iters: 44092, time: 0.304, data: 0.017) G_GAN: 4.074 G_L1: 3.429 D_real: 0.000 D_fake: 0.098 +(epoch: 39, iters: 44192, time: 0.413, data: 0.019) G_GAN: 2.439 G_L1: 4.285 D_real: 0.002 D_fake: 0.290 +(epoch: 39, iters: 44292, time: 0.301, data: 0.019) G_GAN: 2.944 G_L1: 4.872 D_real: 0.001 D_fake: 0.136 +(epoch: 39, iters: 44392, time: 0.300, data: 0.018) G_GAN: 3.191 G_L1: 4.281 D_real: 0.000 D_fake: 0.679 +(epoch: 39, iters: 44492, time: 0.293, data: 0.020) G_GAN: 1.262 G_L1: 4.077 D_real: 0.000 D_fake: 0.473 +(epoch: 39, iters: 44592, time: 0.414, data: 0.020) G_GAN: 4.538 G_L1: 6.178 D_real: 0.000 D_fake: 0.196 +(epoch: 39, iters: 44692, time: 0.294, data: 0.018) G_GAN: 3.158 G_L1: 4.733 D_real: 0.000 D_fake: 0.175 +(epoch: 39, iters: 44792, time: 0.295, data: 0.019) G_GAN: 2.143 G_L1: 4.248 D_real: 0.000 D_fake: 0.912 +(epoch: 39, iters: 44892, time: 0.299, data: 0.018) G_GAN: 4.420 G_L1: 6.877 D_real: 0.001 D_fake: 0.081 +(epoch: 39, iters: 44992, time: 0.424, data: 0.018) G_GAN: 3.657 G_L1: 6.231 D_real: 0.000 D_fake: 0.149 +(epoch: 39, iters: 45092, time: 0.300, data: 0.018) G_GAN: 2.895 G_L1: 3.972 D_real: 0.000 D_fake: 0.380 +(epoch: 39, iters: 45192, time: 0.301, data: 0.021) G_GAN: 3.867 G_L1: 6.179 D_real: 0.000 D_fake: 0.222 +(epoch: 39, iters: 45292, time: 0.303, data: 0.018) G_GAN: 2.155 G_L1: 3.780 D_real: 0.030 D_fake: 0.123 +(epoch: 39, iters: 45392, time: 0.557, data: 0.019) G_GAN: 1.932 G_L1: 5.185 D_real: 0.001 D_fake: 1.139 +(epoch: 39, iters: 45492, time: 0.303, data: 0.024) G_GAN: 2.775 G_L1: 3.429 D_real: 0.000 D_fake: 0.393 +(epoch: 39, iters: 45592, time: 0.306, data: 0.022) G_GAN: 2.771 G_L1: 5.637 D_real: 0.000 D_fake: 0.357 +(epoch: 39, iters: 45692, time: 0.297, data: 0.019) G_GAN: 2.384 G_L1: 3.737 D_real: 0.000 D_fake: 0.354 +(epoch: 39, iters: 45792, time: 0.402, data: 0.017) G_GAN: 3.551 G_L1: 4.380 D_real: 0.000 D_fake: 0.073 +(epoch: 39, iters: 45892, time: 0.290, data: 0.020) G_GAN: 2.303 G_L1: 4.344 D_real: 0.000 D_fake: 0.203 +(epoch: 39, iters: 45992, time: 0.305, data: 0.020) G_GAN: 2.893 G_L1: 7.235 D_real: 0.000 D_fake: 0.255 +(epoch: 39, iters: 46092, time: 0.304, data: 0.019) G_GAN: 2.929 G_L1: 3.228 D_real: 0.005 D_fake: 0.172 +(epoch: 39, iters: 46192, time: 0.414, data: 0.020) G_GAN: 0.749 G_L1: 4.066 D_real: 0.001 D_fake: 0.163 +(epoch: 39, iters: 46292, time: 0.302, data: 0.021) G_GAN: 2.944 G_L1: 4.091 D_real: 0.000 D_fake: 0.338 +(epoch: 39, iters: 46392, time: 0.297, data: 0.020) G_GAN: 2.628 G_L1: 3.811 D_real: 0.000 D_fake: 1.142 +(epoch: 39, iters: 46492, time: 0.296, data: 0.018) G_GAN: 2.414 G_L1: 4.332 D_real: 0.000 D_fake: 0.556 +(epoch: 39, iters: 46592, time: 0.427, data: 0.018) G_GAN: 1.985 G_L1: 4.931 D_real: 0.001 D_fake: 0.449 +(epoch: 39, iters: 46692, time: 0.305, data: 0.018) G_GAN: 4.971 G_L1: 6.964 D_real: 0.014 D_fake: 0.096 +(epoch: 39, iters: 46792, time: 0.296, data: 0.034) G_GAN: 3.291 G_L1: 3.886 D_real: 0.001 D_fake: 0.156 +(epoch: 39, iters: 46892, time: 0.306, data: 0.019) G_GAN: 2.289 G_L1: 4.099 D_real: 0.000 D_fake: 0.281 +(epoch: 39, iters: 46992, time: 0.428, data: 0.019) G_GAN: 3.849 G_L1: 9.391 D_real: 0.000 D_fake: 0.072 +(epoch: 39, iters: 47092, time: 0.308, data: 0.020) G_GAN: 2.421 G_L1: 6.155 D_real: 0.000 D_fake: 0.352 +(epoch: 39, iters: 47192, time: 0.291, data: 0.019) G_GAN: 2.665 G_L1: 4.963 D_real: 0.000 D_fake: 0.517 +(epoch: 39, iters: 47292, time: 0.303, data: 0.018) G_GAN: 2.805 G_L1: 4.196 D_real: 0.000 D_fake: 0.398 +(epoch: 39, iters: 47392, time: 0.590, data: 0.020) G_GAN: 2.595 G_L1: 6.107 D_real: 0.000 D_fake: 0.499 +(epoch: 39, iters: 47492, time: 0.303, data: 0.018) G_GAN: 2.625 G_L1: 5.596 D_real: 0.001 D_fake: 0.721 +(epoch: 39, iters: 47592, time: 0.295, data: 0.017) G_GAN: 3.189 G_L1: 3.936 D_real: 0.003 D_fake: 0.126 +(epoch: 39, iters: 47692, time: 0.297, data: 0.018) G_GAN: 2.005 G_L1: 5.345 D_real: 0.000 D_fake: 0.225 +(epoch: 39, iters: 47792, time: 0.427, data: 0.017) G_GAN: 2.490 G_L1: 4.201 D_real: 0.000 D_fake: 0.431 +(epoch: 39, iters: 47892, time: 0.299, data: 0.020) G_GAN: 2.269 G_L1: 5.447 D_real: 0.007 D_fake: 0.531 +(epoch: 39, iters: 47992, time: 0.302, data: 0.019) G_GAN: 3.631 G_L1: 5.500 D_real: 0.000 D_fake: 0.175 +(epoch: 39, iters: 48092, time: 0.307, data: 0.019) G_GAN: 1.845 G_L1: 4.875 D_real: 0.000 D_fake: 0.303 +(epoch: 39, iters: 48192, time: 0.408, data: 0.019) G_GAN: 2.179 G_L1: 3.807 D_real: 0.000 D_fake: 0.377 +(epoch: 39, iters: 48292, time: 0.303, data: 0.018) G_GAN: 3.089 G_L1: 5.268 D_real: 0.001 D_fake: 0.130 +(epoch: 39, iters: 48392, time: 0.272, data: 0.021) G_GAN: 1.686 G_L1: 4.518 D_real: 0.000 D_fake: 0.268 +(epoch: 39, iters: 48492, time: 0.308, data: 0.015) G_GAN: 3.005 G_L1: 5.909 D_real: 0.000 D_fake: 0.322 +(epoch: 39, iters: 48592, time: 0.424, data: 0.019) G_GAN: 4.165 G_L1: 7.984 D_real: 0.000 D_fake: 0.107 +(epoch: 39, iters: 48692, time: 0.280, data: 0.018) G_GAN: 2.457 G_L1: 7.517 D_real: 0.000 D_fake: 0.457 +(epoch: 39, iters: 48792, time: 0.299, data: 0.017) G_GAN: 1.948 G_L1: 4.411 D_real: 0.000 D_fake: 0.135 +(epoch: 39, iters: 48892, time: 0.298, data: 0.023) G_GAN: 3.384 G_L1: 5.666 D_real: 0.001 D_fake: 0.173 +(epoch: 39, iters: 48992, time: 0.420, data: 0.018) G_GAN: 1.965 G_L1: 5.039 D_real: 0.000 D_fake: 0.333 +(epoch: 39, iters: 49092, time: 0.300, data: 0.019) G_GAN: 2.372 G_L1: 4.297 D_real: 0.000 D_fake: 0.457 +(epoch: 39, iters: 49192, time: 0.274, data: 0.021) G_GAN: 2.609 G_L1: 5.060 D_real: 0.000 D_fake: 0.169 +(epoch: 39, iters: 49292, time: 0.295, data: 0.019) G_GAN: 1.438 G_L1: 4.563 D_real: 0.000 D_fake: 0.433 +(epoch: 39, iters: 49392, time: 0.584, data: 0.019) G_GAN: 2.913 G_L1: 5.545 D_real: 0.000 D_fake: 0.210 +(epoch: 39, iters: 49492, time: 0.300, data: 0.019) G_GAN: 1.453 G_L1: 5.004 D_real: 0.002 D_fake: 0.334 +(epoch: 39, iters: 49592, time: 0.301, data: 0.018) G_GAN: 2.610 G_L1: 5.918 D_real: 0.000 D_fake: 0.497 +(epoch: 39, iters: 49692, time: 0.290, data: 0.019) G_GAN: 2.574 G_L1: 6.778 D_real: 0.000 D_fake: 0.285 +(epoch: 39, iters: 49792, time: 0.430, data: 0.021) G_GAN: 1.458 G_L1: 4.235 D_real: 0.000 D_fake: 0.519 +(epoch: 39, iters: 49892, time: 0.304, data: 0.021) G_GAN: 3.487 G_L1: 4.540 D_real: 0.001 D_fake: 0.162 +(epoch: 39, iters: 49992, time: 0.298, data: 0.019) G_GAN: 2.370 G_L1: 5.062 D_real: 0.000 D_fake: 1.160 +(epoch: 39, iters: 50092, time: 0.302, data: 0.018) G_GAN: 3.179 G_L1: 8.325 D_real: 0.000 D_fake: 0.072 +(epoch: 39, iters: 50192, time: 0.417, data: 0.022) G_GAN: 1.992 G_L1: 3.773 D_real: 0.005 D_fake: 0.485 +(epoch: 39, iters: 50292, time: 0.299, data: 0.022) G_GAN: 3.418 G_L1: 7.292 D_real: 0.002 D_fake: 0.248 +(epoch: 39, iters: 50392, time: 0.303, data: 0.020) G_GAN: 2.366 G_L1: 5.442 D_real: 0.000 D_fake: 0.264 +(epoch: 39, iters: 50492, time: 0.305, data: 0.018) G_GAN: 1.898 G_L1: 4.132 D_real: 0.000 D_fake: 0.354 +(epoch: 39, iters: 50592, time: 0.406, data: 0.019) G_GAN: 2.293 G_L1: 3.642 D_real: 0.000 D_fake: 0.516 +(epoch: 39, iters: 50692, time: 0.297, data: 0.020) G_GAN: 1.361 G_L1: 6.093 D_real: 0.002 D_fake: 1.087 +(epoch: 39, iters: 50792, time: 0.295, data: 0.017) G_GAN: 2.881 G_L1: 3.633 D_real: 0.000 D_fake: 0.131 +(epoch: 39, iters: 50892, time: 0.305, data: 0.018) G_GAN: 1.443 G_L1: 3.670 D_real: 0.000 D_fake: 0.591 +(epoch: 39, iters: 50992, time: 0.433, data: 0.019) G_GAN: 2.754 G_L1: 7.429 D_real: 0.000 D_fake: 0.417 +(epoch: 39, iters: 51092, time: 0.299, data: 0.019) G_GAN: 2.418 G_L1: 5.898 D_real: 0.000 D_fake: 0.197 +(epoch: 39, iters: 51192, time: 0.299, data: 0.021) G_GAN: 2.489 G_L1: 4.614 D_real: 0.026 D_fake: 0.445 +(epoch: 39, iters: 51292, time: 0.303, data: 0.019) G_GAN: 2.756 G_L1: 4.596 D_real: 0.000 D_fake: 0.814 +(epoch: 39, iters: 51392, time: 0.572, data: 0.019) G_GAN: 1.452 G_L1: 4.170 D_real: 0.000 D_fake: 0.603 +(epoch: 39, iters: 51492, time: 0.306, data: 0.024) G_GAN: 1.785 G_L1: 3.963 D_real: 0.011 D_fake: 0.305 +(epoch: 39, iters: 51592, time: 0.303, data: 0.018) G_GAN: 1.534 G_L1: 2.789 D_real: 0.000 D_fake: 0.540 +(epoch: 39, iters: 51692, time: 0.292, data: 0.018) G_GAN: 2.229 G_L1: 3.972 D_real: 0.001 D_fake: 0.223 +(epoch: 39, iters: 51792, time: 0.404, data: 0.018) G_GAN: 2.252 G_L1: 5.580 D_real: 0.000 D_fake: 0.357 +(epoch: 39, iters: 51892, time: 0.300, data: 0.019) G_GAN: 1.982 G_L1: 5.088 D_real: 0.000 D_fake: 0.312 +(epoch: 39, iters: 51992, time: 0.296, data: 0.019) G_GAN: 1.417 G_L1: 4.252 D_real: 0.000 D_fake: 0.465 +(epoch: 39, iters: 52092, time: 0.300, data: 0.017) G_GAN: 3.468 G_L1: 3.098 D_real: 0.013 D_fake: 0.045 +(epoch: 39, iters: 52192, time: 0.423, data: 0.019) G_GAN: 1.483 G_L1: 4.031 D_real: 0.003 D_fake: 0.440 +(epoch: 39, iters: 52292, time: 0.290, data: 0.019) G_GAN: 1.862 G_L1: 4.528 D_real: 0.000 D_fake: 0.537 +(epoch: 39, iters: 52392, time: 0.311, data: 0.017) G_GAN: 1.982 G_L1: 3.570 D_real: 0.000 D_fake: 0.811 +(epoch: 39, iters: 52492, time: 0.298, data: 0.018) G_GAN: 1.804 G_L1: 3.752 D_real: 0.002 D_fake: 0.285 +(epoch: 39, iters: 52592, time: 0.418, data: 0.019) G_GAN: 1.566 G_L1: 4.871 D_real: 0.001 D_fake: 0.282 +(epoch: 39, iters: 52692, time: 0.301, data: 0.020) G_GAN: 2.349 G_L1: 5.062 D_real: 0.000 D_fake: 0.427 +(epoch: 39, iters: 52792, time: 0.312, data: 0.018) G_GAN: 1.387 G_L1: 4.336 D_real: 0.000 D_fake: 0.422 +(epoch: 39, iters: 52892, time: 0.302, data: 0.019) G_GAN: 1.851 G_L1: 3.800 D_real: 0.000 D_fake: 0.895 +(epoch: 39, iters: 52992, time: 0.390, data: 0.020) G_GAN: 2.220 G_L1: 4.892 D_real: 0.002 D_fake: 0.498 +(epoch: 39, iters: 53092, time: 0.292, data: 0.019) G_GAN: 1.053 G_L1: 2.930 D_real: 0.001 D_fake: 0.684 +(epoch: 39, iters: 53192, time: 0.299, data: 0.028) G_GAN: 2.019 G_L1: 5.700 D_real: 0.000 D_fake: 0.672 +(epoch: 39, iters: 53292, time: 0.303, data: 0.023) G_GAN: 1.913 G_L1: 4.053 D_real: 0.007 D_fake: 0.589 +(epoch: 39, iters: 53392, time: 0.517, data: 0.021) G_GAN: 2.113 G_L1: 6.777 D_real: 0.006 D_fake: 0.327 +(epoch: 39, iters: 53492, time: 0.302, data: 0.019) G_GAN: 1.777 G_L1: 4.598 D_real: 0.005 D_fake: 0.137 +(epoch: 39, iters: 53592, time: 0.299, data: 0.018) G_GAN: 1.670 G_L1: 4.632 D_real: 0.000 D_fake: 0.302 +(epoch: 39, iters: 53692, time: 0.298, data: 0.020) G_GAN: 2.527 G_L1: 4.083 D_real: 0.000 D_fake: 0.436 +(epoch: 39, iters: 53792, time: 0.433, data: 0.020) G_GAN: 2.609 G_L1: 7.025 D_real: 0.000 D_fake: 0.213 +(epoch: 39, iters: 53892, time: 0.287, data: 0.019) G_GAN: 1.918 G_L1: 4.136 D_real: 0.000 D_fake: 0.231 +(epoch: 39, iters: 53992, time: 0.301, data: 0.017) G_GAN: 2.242 G_L1: 4.236 D_real: 0.003 D_fake: 0.209 +(epoch: 39, iters: 54092, time: 0.296, data: 0.018) G_GAN: 1.556 G_L1: 5.310 D_real: 0.000 D_fake: 0.653 +(epoch: 39, iters: 54192, time: 0.424, data: 0.018) G_GAN: 2.293 G_L1: 4.767 D_real: 0.000 D_fake: 0.251 +(epoch: 39, iters: 54292, time: 0.305, data: 0.021) G_GAN: 2.226 G_L1: 4.463 D_real: 0.000 D_fake: 0.711 +(epoch: 39, iters: 54392, time: 0.299, data: 0.019) G_GAN: 4.223 G_L1: 5.285 D_real: 0.000 D_fake: 0.219 +(epoch: 39, iters: 54492, time: 0.292, data: 0.020) G_GAN: 1.365 G_L1: 4.043 D_real: 0.001 D_fake: 0.672 +(epoch: 39, iters: 54592, time: 0.389, data: 0.017) G_GAN: 1.389 G_L1: 4.271 D_real: 0.000 D_fake: 0.568 +(epoch: 39, iters: 54692, time: 0.296, data: 0.024) G_GAN: 1.575 G_L1: 4.323 D_real: 0.000 D_fake: 0.340 +(epoch: 39, iters: 54792, time: 0.297, data: 0.023) G_GAN: 3.677 G_L1: 6.950 D_real: 0.001 D_fake: 0.092 +(epoch: 39, iters: 54892, time: 0.306, data: 0.019) G_GAN: 1.276 G_L1: 4.446 D_real: 0.009 D_fake: 0.809 +(epoch: 39, iters: 54992, time: 0.414, data: 0.024) G_GAN: 2.278 G_L1: 4.554 D_real: 0.008 D_fake: 0.249 +(epoch: 39, iters: 55092, time: 0.295, data: 0.020) G_GAN: 3.128 G_L1: 5.482 D_real: 0.000 D_fake: 0.152 +(epoch: 39, iters: 55192, time: 0.291, data: 0.017) G_GAN: 2.938 G_L1: 5.086 D_real: 0.000 D_fake: 0.109 +(epoch: 39, iters: 55292, time: 0.294, data: 0.016) G_GAN: 2.749 G_L1: 3.676 D_real: 0.002 D_fake: 0.098 +(epoch: 39, iters: 55392, time: 0.576, data: 0.023) G_GAN: 2.033 G_L1: 5.419 D_real: 0.000 D_fake: 0.217 +(epoch: 39, iters: 55492, time: 0.292, data: 0.019) G_GAN: 3.356 G_L1: 6.521 D_real: 0.000 D_fake: 0.087 +(epoch: 39, iters: 55592, time: 0.304, data: 0.016) G_GAN: 1.565 G_L1: 5.298 D_real: 0.000 D_fake: 0.736 +(epoch: 39, iters: 55692, time: 0.290, data: 0.019) G_GAN: 2.921 G_L1: 7.371 D_real: 0.000 D_fake: 0.242 +(epoch: 39, iters: 55792, time: 0.418, data: 0.021) G_GAN: 2.072 G_L1: 3.390 D_real: 0.001 D_fake: 0.266 +(epoch: 39, iters: 55892, time: 0.300, data: 0.019) G_GAN: 2.216 G_L1: 6.171 D_real: 0.000 D_fake: 0.266 +(epoch: 39, iters: 55992, time: 0.302, data: 0.018) G_GAN: 1.782 G_L1: 3.914 D_real: 0.003 D_fake: 0.456 +(epoch: 39, iters: 56092, time: 0.294, data: 0.019) G_GAN: 3.073 G_L1: 4.961 D_real: 0.001 D_fake: 0.130 +(epoch: 39, iters: 56192, time: 0.421, data: 0.019) G_GAN: 2.196 G_L1: 4.989 D_real: 0.001 D_fake: 0.566 +(epoch: 39, iters: 56292, time: 0.303, data: 0.019) G_GAN: 2.473 G_L1: 6.512 D_real: 0.000 D_fake: 0.260 +(epoch: 39, iters: 56392, time: 0.304, data: 0.019) G_GAN: 2.960 G_L1: 13.514 D_real: 0.000 D_fake: 0.176 +(epoch: 39, iters: 56492, time: 0.304, data: 0.019) G_GAN: 1.661 G_L1: 4.665 D_real: 0.000 D_fake: 0.657 +(epoch: 39, iters: 56592, time: 0.431, data: 0.018) G_GAN: 2.657 G_L1: 6.647 D_real: 0.000 D_fake: 0.308 +(epoch: 39, iters: 56692, time: 0.298, data: 0.019) G_GAN: 2.460 G_L1: 5.678 D_real: 0.000 D_fake: 0.562 +(epoch: 39, iters: 56792, time: 0.301, data: 0.018) G_GAN: 2.058 G_L1: 5.343 D_real: 0.000 D_fake: 0.327 +(epoch: 39, iters: 56892, time: 0.301, data: 0.019) G_GAN: 3.318 G_L1: 7.461 D_real: 0.000 D_fake: 0.340 +(epoch: 39, iters: 56992, time: 0.421, data: 0.018) G_GAN: 2.119 G_L1: 4.878 D_real: 0.001 D_fake: 0.509 +(epoch: 39, iters: 57092, time: 0.294, data: 0.019) G_GAN: 1.376 G_L1: 2.918 D_real: 0.066 D_fake: 0.848 +(epoch: 39, iters: 57192, time: 0.304, data: 0.017) G_GAN: 2.706 G_L1: 4.447 D_real: 0.000 D_fake: 1.057 +(epoch: 39, iters: 57292, time: 0.293, data: 0.020) G_GAN: 1.292 G_L1: 5.568 D_real: 0.000 D_fake: 0.722 +(epoch: 39, iters: 57392, time: 0.531, data: 0.018) G_GAN: 1.807 G_L1: 3.662 D_real: 0.001 D_fake: 0.379 +(epoch: 39, iters: 57492, time: 0.296, data: 0.019) G_GAN: 2.164 G_L1: 7.483 D_real: 0.001 D_fake: 0.579 +(epoch: 39, iters: 57592, time: 0.300, data: 0.023) G_GAN: 2.473 G_L1: 5.908 D_real: 0.001 D_fake: 0.375 +(epoch: 39, iters: 57692, time: 0.293, data: 0.020) G_GAN: 2.473 G_L1: 5.817 D_real: 0.004 D_fake: 0.573 +(epoch: 39, iters: 57792, time: 0.413, data: 0.017) G_GAN: 2.914 G_L1: 3.623 D_real: 0.013 D_fake: 0.136 +(epoch: 39, iters: 57892, time: 0.295, data: 0.024) G_GAN: 1.944 G_L1: 3.853 D_real: 0.000 D_fake: 0.322 +(epoch: 39, iters: 57992, time: 0.296, data: 0.017) G_GAN: 1.956 G_L1: 4.383 D_real: 0.000 D_fake: 0.509 +(epoch: 39, iters: 58092, time: 0.302, data: 0.018) G_GAN: 2.322 G_L1: 5.407 D_real: 0.000 D_fake: 0.300 +(epoch: 39, iters: 58192, time: 0.382, data: 0.017) G_GAN: 2.083 G_L1: 4.461 D_real: 0.000 D_fake: 0.491 +(epoch: 39, iters: 58292, time: 0.301, data: 0.016) G_GAN: 2.702 G_L1: 4.720 D_real: 0.000 D_fake: 0.207 +(epoch: 39, iters: 58392, time: 0.303, data: 0.019) G_GAN: 1.336 G_L1: 3.585 D_real: 0.185 D_fake: 1.417 +(epoch: 39, iters: 58492, time: 0.304, data: 0.018) G_GAN: 2.298 G_L1: 4.166 D_real: 0.010 D_fake: 0.772 +(epoch: 39, iters: 58592, time: 0.419, data: 0.016) G_GAN: 1.786 G_L1: 6.910 D_real: 0.000 D_fake: 1.221 +(epoch: 39, iters: 58692, time: 0.302, data: 0.018) G_GAN: 1.626 G_L1: 3.651 D_real: 0.002 D_fake: 0.388 +(epoch: 39, iters: 58792, time: 0.297, data: 0.021) G_GAN: 2.013 G_L1: 5.209 D_real: 0.000 D_fake: 0.697 +(epoch: 39, iters: 58892, time: 0.305, data: 0.017) G_GAN: 1.381 G_L1: 4.677 D_real: 0.000 D_fake: 0.521 +(epoch: 39, iters: 58992, time: 0.390, data: 0.019) G_GAN: 0.780 G_L1: 4.228 D_real: 0.000 D_fake: 1.007 +(epoch: 39, iters: 59092, time: 0.307, data: 0.018) G_GAN: 1.399 G_L1: 3.330 D_real: 0.000 D_fake: 0.497 +(epoch: 39, iters: 59192, time: 0.297, data: 0.018) G_GAN: 1.515 G_L1: 4.306 D_real: 0.001 D_fake: 0.204 +(epoch: 39, iters: 59292, time: 0.293, data: 0.017) G_GAN: 1.867 G_L1: 4.413 D_real: 0.028 D_fake: 0.268 +(epoch: 39, iters: 59392, time: 0.528, data: 0.016) G_GAN: 1.979 G_L1: 5.126 D_real: 0.000 D_fake: 0.415 +(epoch: 39, iters: 59492, time: 0.295, data: 0.019) G_GAN: 2.427 G_L1: 3.850 D_real: 0.002 D_fake: 0.356 +(epoch: 39, iters: 59592, time: 0.296, data: 0.017) G_GAN: 2.511 G_L1: 5.584 D_real: 0.000 D_fake: 0.288 +(epoch: 39, iters: 59692, time: 0.303, data: 0.019) G_GAN: 2.040 G_L1: 5.159 D_real: 0.000 D_fake: 0.619 +(epoch: 39, iters: 59792, time: 0.417, data: 0.023) G_GAN: 1.964 G_L1: 6.358 D_real: 0.000 D_fake: 0.410 +(epoch: 39, iters: 59892, time: 0.285, data: 0.020) G_GAN: 2.203 G_L1: 5.189 D_real: 0.001 D_fake: 0.214 +(epoch: 39, iters: 59992, time: 0.299, data: 0.015) G_GAN: 2.392 G_L1: 4.648 D_real: 0.000 D_fake: 0.402 +(epoch: 40, iters: 76, time: 0.300, data: 0.018) G_GAN: 3.224 G_L1: 5.332 D_real: 0.006 D_fake: 0.272 +(epoch: 40, iters: 176, time: 0.526, data: 0.022) G_GAN: 2.188 G_L1: 5.556 D_real: 0.005 D_fake: 0.351 +(epoch: 40, iters: 276, time: 0.301, data: 0.020) G_GAN: 1.839 G_L1: 3.805 D_real: 0.000 D_fake: 0.434 +(epoch: 40, iters: 376, time: 0.288, data: 0.019) G_GAN: 1.634 G_L1: 2.506 D_real: 0.633 D_fake: 0.367 +(epoch: 40, iters: 476, time: 0.295, data: 0.018) G_GAN: 2.930 G_L1: 6.640 D_real: 0.001 D_fake: 0.493 +(epoch: 40, iters: 576, time: 0.391, data: 0.018) G_GAN: 1.570 G_L1: 4.376 D_real: 0.002 D_fake: 0.256 +(epoch: 40, iters: 676, time: 0.299, data: 0.020) G_GAN: 3.140 G_L1: 9.849 D_real: 0.093 D_fake: 0.400 +(epoch: 40, iters: 776, time: 0.304, data: 0.022) G_GAN: 2.111 G_L1: 4.607 D_real: 0.001 D_fake: 0.419 +(epoch: 40, iters: 876, time: 0.300, data: 0.019) G_GAN: 2.156 G_L1: 8.381 D_real: 0.001 D_fake: 0.256 +(epoch: 40, iters: 976, time: 0.407, data: 0.022) G_GAN: 1.524 G_L1: 5.587 D_real: 0.002 D_fake: 0.341 +(epoch: 40, iters: 1076, time: 0.307, data: 0.019) G_GAN: 2.174 G_L1: 4.712 D_real: 0.000 D_fake: 0.286 +(epoch: 40, iters: 1176, time: 0.294, data: 0.023) G_GAN: 1.985 G_L1: 3.868 D_real: 0.000 D_fake: 0.414 +(epoch: 40, iters: 1276, time: 0.303, data: 0.018) G_GAN: 1.675 G_L1: 4.749 D_real: 0.016 D_fake: 0.576 +(epoch: 40, iters: 1376, time: 0.568, data: 0.019) G_GAN: 1.178 G_L1: 3.922 D_real: 0.000 D_fake: 0.432 +(epoch: 40, iters: 1476, time: 0.304, data: 0.018) G_GAN: 1.414 G_L1: 7.053 D_real: 0.023 D_fake: 0.735 +(epoch: 40, iters: 1576, time: 0.298, data: 0.022) G_GAN: 1.551 G_L1: 4.301 D_real: 0.002 D_fake: 0.409 +(epoch: 40, iters: 1676, time: 0.300, data: 0.019) G_GAN: 2.069 G_L1: 5.366 D_real: 0.156 D_fake: 0.513 +(epoch: 40, iters: 1776, time: 0.420, data: 0.019) G_GAN: 1.636 G_L1: 4.115 D_real: 0.003 D_fake: 0.518 +(epoch: 40, iters: 1876, time: 0.300, data: 0.019) G_GAN: 2.019 G_L1: 5.890 D_real: 0.006 D_fake: 0.300 +(epoch: 40, iters: 1976, time: 0.296, data: 0.017) G_GAN: 1.239 G_L1: 4.156 D_real: 0.001 D_fake: 1.186 +(epoch: 40, iters: 2076, time: 0.306, data: 0.021) G_GAN: 2.261 G_L1: 4.006 D_real: 0.000 D_fake: 0.176 +(epoch: 40, iters: 2176, time: 0.420, data: 0.019) G_GAN: 2.275 G_L1: 3.431 D_real: 0.000 D_fake: 0.223 +(epoch: 40, iters: 2276, time: 0.306, data: 0.020) G_GAN: 1.927 G_L1: 4.435 D_real: 0.002 D_fake: 0.298 +(epoch: 40, iters: 2376, time: 0.292, data: 0.019) G_GAN: 2.037 G_L1: 4.469 D_real: 0.001 D_fake: 0.293 +(epoch: 40, iters: 2476, time: 0.310, data: 0.019) G_GAN: 2.053 G_L1: 5.908 D_real: 0.000 D_fake: 0.322 +(epoch: 40, iters: 2576, time: 0.412, data: 0.019) G_GAN: 2.592 G_L1: 4.812 D_real: 0.010 D_fake: 0.226 +(epoch: 40, iters: 2676, time: 0.296, data: 0.020) G_GAN: 1.687 G_L1: 4.349 D_real: 0.033 D_fake: 0.382 +(epoch: 40, iters: 2776, time: 0.307, data: 0.019) G_GAN: 1.953 G_L1: 4.374 D_real: 0.001 D_fake: 0.320 +(epoch: 40, iters: 2876, time: 0.301, data: 0.024) G_GAN: 1.603 G_L1: 3.697 D_real: 0.002 D_fake: 0.397 +(epoch: 40, iters: 2976, time: 0.413, data: 0.019) G_GAN: 3.367 G_L1: 5.566 D_real: 0.015 D_fake: 0.152 +(epoch: 40, iters: 3076, time: 0.296, data: 0.023) G_GAN: 2.477 G_L1: 6.690 D_real: 0.005 D_fake: 0.166 +(epoch: 40, iters: 3176, time: 0.302, data: 0.018) G_GAN: 2.825 G_L1: 5.651 D_real: 0.005 D_fake: 0.698 +(epoch: 40, iters: 3276, time: 0.307, data: 0.019) G_GAN: 1.836 G_L1: 4.584 D_real: 0.017 D_fake: 0.651 +(epoch: 40, iters: 3376, time: 0.543, data: 0.020) G_GAN: 2.870 G_L1: 4.624 D_real: 0.034 D_fake: 0.101 +(epoch: 40, iters: 3476, time: 0.304, data: 0.021) G_GAN: 1.716 G_L1: 3.425 D_real: 0.001 D_fake: 0.450 +(epoch: 40, iters: 3576, time: 0.301, data: 0.019) G_GAN: 3.034 G_L1: 5.208 D_real: 0.048 D_fake: 0.217 +(epoch: 40, iters: 3676, time: 0.300, data: 0.018) G_GAN: 2.011 G_L1: 3.887 D_real: 0.274 D_fake: 0.400 +(epoch: 40, iters: 3776, time: 0.423, data: 0.018) G_GAN: 3.266 G_L1: 4.399 D_real: 0.294 D_fake: 0.132 +(epoch: 40, iters: 3876, time: 0.303, data: 0.020) G_GAN: 4.156 G_L1: 6.030 D_real: 0.013 D_fake: 0.048 +(epoch: 40, iters: 3976, time: 0.303, data: 0.022) G_GAN: 3.473 G_L1: 6.519 D_real: 0.003 D_fake: 0.161 +(epoch: 40, iters: 4076, time: 0.303, data: 0.020) G_GAN: 5.239 G_L1: 7.425 D_real: 0.374 D_fake: 0.064 +(epoch: 40, iters: 4176, time: 0.420, data: 0.019) G_GAN: 3.104 G_L1: 4.555 D_real: 0.018 D_fake: 0.131 +(epoch: 40, iters: 4276, time: 0.303, data: 0.019) G_GAN: 4.184 G_L1: 4.081 D_real: 0.001 D_fake: 0.061 +(epoch: 40, iters: 4376, time: 0.289, data: 0.018) G_GAN: 3.104 G_L1: 6.257 D_real: 0.114 D_fake: 0.207 +(epoch: 40, iters: 4476, time: 0.303, data: 0.019) G_GAN: 2.289 G_L1: 4.715 D_real: 0.000 D_fake: 0.329 +(epoch: 40, iters: 4576, time: 0.414, data: 0.021) G_GAN: 2.479 G_L1: 6.509 D_real: 0.013 D_fake: 0.259 +(epoch: 40, iters: 4676, time: 0.303, data: 0.024) G_GAN: 2.158 G_L1: 4.241 D_real: 0.000 D_fake: 0.648 +(epoch: 40, iters: 4776, time: 0.306, data: 0.018) G_GAN: 3.597 G_L1: 6.562 D_real: 0.004 D_fake: 0.175 +(epoch: 40, iters: 4876, time: 0.297, data: 0.022) G_GAN: 2.983 G_L1: 5.663 D_real: 0.002 D_fake: 0.309 +(epoch: 40, iters: 4976, time: 0.416, data: 0.019) G_GAN: 4.091 G_L1: 16.157 D_real: 0.000 D_fake: 0.095 +(epoch: 40, iters: 5076, time: 0.305, data: 0.022) G_GAN: 2.215 G_L1: 4.971 D_real: 0.001 D_fake: 1.134 +(epoch: 40, iters: 5176, time: 0.304, data: 0.017) G_GAN: 2.773 G_L1: 4.546 D_real: 0.008 D_fake: 0.248 +(epoch: 40, iters: 5276, time: 0.303, data: 0.023) G_GAN: 2.870 G_L1: 3.831 D_real: 0.001 D_fake: 0.157 +(epoch: 40, iters: 5376, time: 0.520, data: 0.018) G_GAN: 1.933 G_L1: 3.674 D_real: 0.000 D_fake: 0.383 +(epoch: 40, iters: 5476, time: 0.304, data: 0.018) G_GAN: 2.751 G_L1: 4.617 D_real: 0.001 D_fake: 0.201 +(epoch: 40, iters: 5576, time: 0.299, data: 0.018) G_GAN: 2.391 G_L1: 8.552 D_real: 0.000 D_fake: 0.418 +(epoch: 40, iters: 5676, time: 0.300, data: 0.017) G_GAN: 2.704 G_L1: 4.398 D_real: 0.001 D_fake: 0.367 +(epoch: 40, iters: 5776, time: 0.392, data: 0.018) G_GAN: 2.390 G_L1: 4.172 D_real: 0.005 D_fake: 0.325 +(epoch: 40, iters: 5876, time: 0.303, data: 0.018) G_GAN: 2.313 G_L1: 3.496 D_real: 0.006 D_fake: 0.157 +(epoch: 40, iters: 5976, time: 0.304, data: 0.018) G_GAN: 3.464 G_L1: 5.913 D_real: 0.001 D_fake: 0.206 +(epoch: 40, iters: 6076, time: 0.309, data: 0.018) G_GAN: 2.710 G_L1: 6.240 D_real: 0.002 D_fake: 0.144 +(epoch: 40, iters: 6176, time: 0.417, data: 0.022) G_GAN: 2.100 G_L1: 3.309 D_real: 0.000 D_fake: 0.367 +(epoch: 40, iters: 6276, time: 0.293, data: 0.019) G_GAN: 2.221 G_L1: 5.272 D_real: 0.003 D_fake: 0.162 +(epoch: 40, iters: 6376, time: 0.295, data: 0.022) G_GAN: 2.743 G_L1: 6.581 D_real: 0.000 D_fake: 0.572 +(epoch: 40, iters: 6476, time: 0.305, data: 0.018) G_GAN: 2.991 G_L1: 4.978 D_real: 0.003 D_fake: 0.286 +(epoch: 40, iters: 6576, time: 0.430, data: 0.017) G_GAN: 2.530 G_L1: 5.331 D_real: 0.003 D_fake: 0.156 +(epoch: 40, iters: 6676, time: 0.305, data: 0.018) G_GAN: 1.991 G_L1: 6.000 D_real: 0.000 D_fake: 0.412 +(epoch: 40, iters: 6776, time: 0.305, data: 0.017) G_GAN: 1.745 G_L1: 3.910 D_real: 0.000 D_fake: 0.614 +(epoch: 40, iters: 6876, time: 0.297, data: 0.020) G_GAN: 2.923 G_L1: 5.944 D_real: 0.000 D_fake: 0.109 +(epoch: 40, iters: 6976, time: 0.425, data: 0.018) G_GAN: 2.093 G_L1: 8.222 D_real: 0.000 D_fake: 0.617 +(epoch: 40, iters: 7076, time: 0.297, data: 0.022) G_GAN: 2.598 G_L1: 5.300 D_real: 0.000 D_fake: 0.164 +(epoch: 40, iters: 7176, time: 0.293, data: 0.023) G_GAN: 1.490 G_L1: 4.930 D_real: 0.000 D_fake: 0.482 +(epoch: 40, iters: 7276, time: 0.297, data: 0.020) G_GAN: 1.805 G_L1: 3.479 D_real: 0.000 D_fake: 0.281 +(epoch: 40, iters: 7376, time: 0.566, data: 0.018) G_GAN: 1.996 G_L1: 4.784 D_real: 0.001 D_fake: 0.467 +(epoch: 40, iters: 7476, time: 0.298, data: 0.017) G_GAN: 2.429 G_L1: 5.245 D_real: 0.000 D_fake: 0.286 +(epoch: 40, iters: 7576, time: 0.295, data: 0.018) G_GAN: 3.439 G_L1: 5.221 D_real: 0.002 D_fake: 0.109 +(epoch: 40, iters: 7676, time: 0.303, data: 0.018) G_GAN: 2.886 G_L1: 4.946 D_real: 0.102 D_fake: 0.317 +(epoch: 40, iters: 7776, time: 0.425, data: 0.021) G_GAN: 2.523 G_L1: 5.496 D_real: 0.241 D_fake: 0.816 +(epoch: 40, iters: 7876, time: 0.304, data: 0.019) G_GAN: 1.914 G_L1: 4.794 D_real: 0.003 D_fake: 0.414 +(epoch: 40, iters: 7976, time: 0.291, data: 0.019) G_GAN: 4.183 G_L1: 8.357 D_real: 0.004 D_fake: 0.434 +(epoch: 40, iters: 8076, time: 0.288, data: 0.016) G_GAN: 1.899 G_L1: 6.384 D_real: 0.019 D_fake: 0.251 +(epoch: 40, iters: 8176, time: 0.417, data: 0.021) G_GAN: 2.118 G_L1: 3.217 D_real: 0.000 D_fake: 0.262 +(epoch: 40, iters: 8276, time: 0.305, data: 0.017) G_GAN: 3.282 G_L1: 4.938 D_real: 0.331 D_fake: 1.012 +(epoch: 40, iters: 8376, time: 0.300, data: 0.018) G_GAN: 2.746 G_L1: 4.845 D_real: 0.005 D_fake: 0.221 +(epoch: 40, iters: 8476, time: 0.300, data: 0.021) G_GAN: 2.970 G_L1: 5.065 D_real: 0.028 D_fake: 0.426 +(epoch: 40, iters: 8576, time: 0.398, data: 0.019) G_GAN: 2.005 G_L1: 2.525 D_real: 0.006 D_fake: 0.550 +(epoch: 40, iters: 8676, time: 0.301, data: 0.019) G_GAN: 2.666 G_L1: 3.737 D_real: 0.121 D_fake: 0.257 +(epoch: 40, iters: 8776, time: 0.299, data: 0.025) G_GAN: 4.397 G_L1: 5.173 D_real: 0.041 D_fake: 0.129 +(epoch: 40, iters: 8876, time: 0.302, data: 0.018) G_GAN: 2.725 G_L1: 4.015 D_real: 0.519 D_fake: 0.072 +(epoch: 40, iters: 8976, time: 0.423, data: 0.019) G_GAN: 3.933 G_L1: 5.376 D_real: 0.038 D_fake: 0.137 +(epoch: 40, iters: 9076, time: 0.297, data: 0.019) G_GAN: 4.253 G_L1: 6.412 D_real: 0.004 D_fake: 0.027 +(epoch: 40, iters: 9176, time: 0.308, data: 0.017) G_GAN: 3.346 G_L1: 5.553 D_real: 0.019 D_fake: 0.070 +(epoch: 40, iters: 9276, time: 0.292, data: 0.023) G_GAN: 2.383 G_L1: 4.648 D_real: 0.007 D_fake: 0.306 +(epoch: 40, iters: 9376, time: 0.519, data: 0.019) G_GAN: 2.584 G_L1: 6.208 D_real: 0.001 D_fake: 0.254 +(epoch: 40, iters: 9476, time: 0.298, data: 0.019) G_GAN: 1.728 G_L1: 4.232 D_real: 0.001 D_fake: 0.935 +(epoch: 40, iters: 9576, time: 0.299, data: 0.017) G_GAN: 2.489 G_L1: 5.510 D_real: 0.001 D_fake: 0.302 +(epoch: 40, iters: 9676, time: 0.301, data: 0.019) G_GAN: 3.081 G_L1: 5.058 D_real: 0.066 D_fake: 0.828 +(epoch: 40, iters: 9776, time: 0.391, data: 0.017) G_GAN: 2.388 G_L1: 4.791 D_real: 0.002 D_fake: 0.218 +(epoch: 40, iters: 9876, time: 0.287, data: 0.018) G_GAN: 2.125 G_L1: 6.940 D_real: 0.036 D_fake: 0.359 +(epoch: 40, iters: 9976, time: 0.289, data: 0.022) G_GAN: 2.074 G_L1: 4.582 D_real: 0.002 D_fake: 0.334 +(epoch: 40, iters: 10076, time: 0.290, data: 0.017) G_GAN: 1.121 G_L1: 4.493 D_real: 0.001 D_fake: 0.325 +(epoch: 40, iters: 10176, time: 0.406, data: 0.021) G_GAN: 1.508 G_L1: 3.054 D_real: 0.002 D_fake: 0.609 +(epoch: 40, iters: 10276, time: 0.293, data: 0.020) G_GAN: 4.351 G_L1: 5.598 D_real: 0.002 D_fake: 0.033 +(epoch: 40, iters: 10376, time: 0.292, data: 0.018) G_GAN: 4.415 G_L1: 3.860 D_real: 0.005 D_fake: 0.050 +(epoch: 40, iters: 10476, time: 0.289, data: 0.016) G_GAN: 2.386 G_L1: 4.217 D_real: 0.046 D_fake: 0.356 +(epoch: 40, iters: 10576, time: 0.410, data: 0.017) G_GAN: 1.939 G_L1: 4.421 D_real: 0.036 D_fake: 0.101 +(epoch: 40, iters: 10676, time: 0.295, data: 0.022) G_GAN: 2.201 G_L1: 3.324 D_real: 0.010 D_fake: 0.267 +(epoch: 40, iters: 10776, time: 0.291, data: 0.020) G_GAN: 1.885 G_L1: 5.713 D_real: 0.005 D_fake: 0.264 +(epoch: 40, iters: 10876, time: 0.280, data: 0.022) G_GAN: 4.330 G_L1: 4.853 D_real: 0.198 D_fake: 0.017 +(epoch: 40, iters: 10976, time: 0.417, data: 0.016) G_GAN: 3.443 G_L1: 4.547 D_real: 0.019 D_fake: 0.214 +(epoch: 40, iters: 11076, time: 0.289, data: 0.020) G_GAN: 2.664 G_L1: 4.262 D_real: 0.002 D_fake: 0.118 +(epoch: 40, iters: 11176, time: 0.287, data: 0.020) G_GAN: 3.038 G_L1: 6.002 D_real: 0.000 D_fake: 0.290 +(epoch: 40, iters: 11276, time: 0.289, data: 0.018) G_GAN: 2.902 G_L1: 4.327 D_real: 0.077 D_fake: 0.168 +(epoch: 40, iters: 11376, time: 0.570, data: 0.019) G_GAN: 3.616 G_L1: 6.852 D_real: 0.001 D_fake: 0.720 +(epoch: 40, iters: 11476, time: 0.281, data: 0.017) G_GAN: 3.467 G_L1: 3.799 D_real: 0.033 D_fake: 0.142 +(epoch: 40, iters: 11576, time: 0.298, data: 0.019) G_GAN: 2.041 G_L1: 2.578 D_real: 0.285 D_fake: 0.309 +(epoch: 40, iters: 11676, time: 0.269, data: 0.020) G_GAN: 5.864 G_L1: 3.831 D_real: 0.411 D_fake: 0.004 +(epoch: 40, iters: 11776, time: 0.416, data: 0.016) G_GAN: 4.039 G_L1: 4.836 D_real: 0.025 D_fake: 0.044 +(epoch: 40, iters: 11876, time: 0.294, data: 0.018) G_GAN: 4.706 G_L1: 3.509 D_real: 0.249 D_fake: 0.252 +(epoch: 40, iters: 11976, time: 0.299, data: 0.021) G_GAN: 2.872 G_L1: 3.822 D_real: 0.061 D_fake: 0.135 +(epoch: 40, iters: 12076, time: 0.290, data: 0.018) G_GAN: 4.550 G_L1: 4.236 D_real: 0.063 D_fake: 0.159 +(epoch: 40, iters: 12176, time: 0.403, data: 0.018) G_GAN: 4.596 G_L1: 4.976 D_real: 0.014 D_fake: 0.049 +(epoch: 40, iters: 12276, time: 0.293, data: 0.018) G_GAN: 4.880 G_L1: 4.259 D_real: 0.024 D_fake: 0.046 +(epoch: 40, iters: 12376, time: 0.300, data: 0.017) G_GAN: 5.625 G_L1: 4.327 D_real: 0.051 D_fake: 0.021 +(epoch: 40, iters: 12476, time: 0.299, data: 0.020) G_GAN: 4.114 G_L1: 4.029 D_real: 0.200 D_fake: 0.164 +(epoch: 40, iters: 12576, time: 0.406, data: 0.024) G_GAN: 4.108 G_L1: 4.157 D_real: 0.006 D_fake: 0.058 +(epoch: 40, iters: 12676, time: 0.291, data: 0.022) G_GAN: 2.893 G_L1: 5.016 D_real: 0.019 D_fake: 0.581 +(epoch: 40, iters: 12776, time: 0.303, data: 0.021) G_GAN: 4.445 G_L1: 4.492 D_real: 0.010 D_fake: 0.026 +(epoch: 40, iters: 12876, time: 0.297, data: 0.021) G_GAN: 5.382 G_L1: 3.670 D_real: 0.002 D_fake: 0.023 +(epoch: 40, iters: 12976, time: 0.415, data: 0.021) G_GAN: 7.749 G_L1: 6.916 D_real: 0.365 D_fake: 0.016 +(epoch: 40, iters: 13076, time: 0.283, data: 0.019) G_GAN: 3.659 G_L1: 5.120 D_real: 0.011 D_fake: 0.078 +(epoch: 40, iters: 13176, time: 0.300, data: 0.019) G_GAN: 3.939 G_L1: 3.266 D_real: 0.005 D_fake: 0.117 +(epoch: 40, iters: 13276, time: 0.289, data: 0.019) G_GAN: 2.223 G_L1: 6.255 D_real: 0.003 D_fake: 0.196 +(epoch: 40, iters: 13376, time: 0.559, data: 0.019) G_GAN: 4.058 G_L1: 15.337 D_real: 0.000 D_fake: 0.063 +(epoch: 40, iters: 13476, time: 0.300, data: 0.018) G_GAN: 2.930 G_L1: 5.174 D_real: 0.000 D_fake: 0.884 +(epoch: 40, iters: 13576, time: 0.293, data: 0.017) G_GAN: 3.267 G_L1: 6.196 D_real: 0.000 D_fake: 0.716 +(epoch: 40, iters: 13676, time: 0.295, data: 0.018) G_GAN: 2.560 G_L1: 4.718 D_real: 0.008 D_fake: 0.457 +(epoch: 40, iters: 13776, time: 0.417, data: 0.022) G_GAN: 3.108 G_L1: 5.497 D_real: 0.168 D_fake: 0.251 +(epoch: 40, iters: 13876, time: 0.281, data: 0.019) G_GAN: 3.445 G_L1: 4.928 D_real: 0.012 D_fake: 0.146 +(epoch: 40, iters: 13976, time: 0.302, data: 0.017) G_GAN: 2.731 G_L1: 4.163 D_real: 0.004 D_fake: 0.143 +(epoch: 40, iters: 14076, time: 0.281, data: 0.021) G_GAN: 4.049 G_L1: 5.054 D_real: 0.004 D_fake: 0.213 +(epoch: 40, iters: 14176, time: 0.415, data: 0.017) G_GAN: 2.479 G_L1: 4.011 D_real: 0.001 D_fake: 1.345 +(epoch: 40, iters: 14276, time: 0.298, data: 0.017) G_GAN: 4.707 G_L1: 6.779 D_real: 0.001 D_fake: 0.076 +(epoch: 40, iters: 14376, time: 0.291, data: 0.018) G_GAN: 3.959 G_L1: 3.255 D_real: 0.046 D_fake: 0.805 +(epoch: 40, iters: 14476, time: 0.302, data: 0.018) G_GAN: 5.368 G_L1: 4.548 D_real: 0.018 D_fake: 0.196 +(epoch: 40, iters: 14576, time: 0.418, data: 0.018) G_GAN: 5.871 G_L1: 5.124 D_real: 0.001 D_fake: 0.028 +(epoch: 40, iters: 14676, time: 0.299, data: 0.018) G_GAN: 5.354 G_L1: 5.464 D_real: 0.162 D_fake: 0.292 +(epoch: 40, iters: 14776, time: 0.305, data: 0.018) G_GAN: 4.331 G_L1: 6.102 D_real: 0.006 D_fake: 0.094 +(epoch: 40, iters: 14876, time: 0.304, data: 0.018) G_GAN: 2.617 G_L1: 4.249 D_real: 0.022 D_fake: 0.321 +(epoch: 40, iters: 14976, time: 0.402, data: 0.018) G_GAN: 2.774 G_L1: 4.104 D_real: 0.001 D_fake: 0.192 +(epoch: 40, iters: 15076, time: 0.285, data: 0.017) G_GAN: 2.730 G_L1: 3.983 D_real: 0.017 D_fake: 0.176 +(epoch: 40, iters: 15176, time: 0.295, data: 0.016) G_GAN: 2.620 G_L1: 2.516 D_real: 0.071 D_fake: 0.314 +(epoch: 40, iters: 15276, time: 0.285, data: 0.018) G_GAN: 3.066 G_L1: 4.774 D_real: 0.000 D_fake: 0.260 +(epoch: 40, iters: 15376, time: 0.525, data: 0.014) G_GAN: 3.422 G_L1: 4.919 D_real: 0.000 D_fake: 0.274 +(epoch: 40, iters: 15476, time: 0.293, data: 0.022) G_GAN: 2.743 G_L1: 3.957 D_real: 0.000 D_fake: 0.228 +(epoch: 40, iters: 15576, time: 0.302, data: 0.017) G_GAN: 2.596 G_L1: 3.624 D_real: 0.003 D_fake: 0.064 +(epoch: 40, iters: 15676, time: 0.292, data: 0.019) G_GAN: 2.413 G_L1: 3.564 D_real: 0.000 D_fake: 0.234 +(epoch: 40, iters: 15776, time: 0.408, data: 0.018) G_GAN: 2.538 G_L1: 4.192 D_real: 0.002 D_fake: 0.164 +(epoch: 40, iters: 15876, time: 0.301, data: 0.017) G_GAN: 2.763 G_L1: 4.136 D_real: 0.000 D_fake: 0.424 +(epoch: 40, iters: 15976, time: 0.301, data: 0.018) G_GAN: 3.660 G_L1: 5.038 D_real: 0.006 D_fake: 0.694 +(epoch: 40, iters: 16076, time: 0.303, data: 0.018) G_GAN: 3.023 G_L1: 4.607 D_real: 0.003 D_fake: 0.209 +(epoch: 40, iters: 16176, time: 0.416, data: 0.018) G_GAN: 2.545 G_L1: 4.000 D_real: 0.019 D_fake: 0.363 +(epoch: 40, iters: 16276, time: 0.296, data: 0.017) G_GAN: 2.130 G_L1: 4.649 D_real: 0.929 D_fake: 0.398 +(epoch: 40, iters: 16376, time: 0.287, data: 0.018) G_GAN: 5.566 G_L1: 5.826 D_real: 0.005 D_fake: 0.021 +(epoch: 40, iters: 16476, time: 0.286, data: 0.016) G_GAN: 4.643 G_L1: 4.758 D_real: 0.237 D_fake: 0.046 +(epoch: 40, iters: 16576, time: 0.403, data: 0.016) G_GAN: 6.896 G_L1: 5.357 D_real: 0.063 D_fake: 0.011 +(epoch: 40, iters: 16676, time: 0.301, data: 0.019) G_GAN: 5.025 G_L1: 5.970 D_real: 0.035 D_fake: 0.383 +(epoch: 40, iters: 16776, time: 0.307, data: 0.018) G_GAN: 4.636 G_L1: 5.648 D_real: 0.024 D_fake: 0.035 +(epoch: 40, iters: 16876, time: 0.293, data: 0.023) G_GAN: 4.268 G_L1: 4.086 D_real: 0.001 D_fake: 0.189 +(epoch: 40, iters: 16976, time: 0.399, data: 0.018) G_GAN: 3.990 G_L1: 5.934 D_real: 0.000 D_fake: 0.202 +(epoch: 40, iters: 17076, time: 0.301, data: 0.018) G_GAN: 3.591 G_L1: 6.703 D_real: 0.000 D_fake: 0.180 +(epoch: 40, iters: 17176, time: 0.299, data: 0.024) G_GAN: 2.356 G_L1: 4.775 D_real: 0.000 D_fake: 0.202 +(epoch: 40, iters: 17276, time: 0.294, data: 0.018) G_GAN: 3.339 G_L1: 4.127 D_real: 0.000 D_fake: 0.083 +(epoch: 40, iters: 17376, time: 0.531, data: 0.018) G_GAN: 3.042 G_L1: 6.112 D_real: 0.000 D_fake: 0.686 +(epoch: 40, iters: 17476, time: 0.307, data: 0.017) G_GAN: 3.269 G_L1: 3.746 D_real: 0.005 D_fake: 0.177 +(epoch: 40, iters: 17576, time: 0.294, data: 0.018) G_GAN: 2.469 G_L1: 4.544 D_real: 0.005 D_fake: 0.198 +(epoch: 40, iters: 17676, time: 0.299, data: 0.017) G_GAN: 4.637 G_L1: 4.575 D_real: 0.045 D_fake: 0.079 +(epoch: 40, iters: 17776, time: 0.428, data: 0.022) G_GAN: 2.887 G_L1: 4.946 D_real: 0.007 D_fake: 0.080 +(epoch: 40, iters: 17876, time: 0.291, data: 0.020) G_GAN: 4.545 G_L1: 6.735 D_real: 0.001 D_fake: 0.060 +(epoch: 40, iters: 17976, time: 0.298, data: 0.017) G_GAN: 2.260 G_L1: 4.051 D_real: 0.010 D_fake: 0.068 +(epoch: 40, iters: 18076, time: 0.299, data: 0.019) G_GAN: 2.353 G_L1: 5.049 D_real: 0.005 D_fake: 0.414 +(epoch: 40, iters: 18176, time: 0.408, data: 0.019) G_GAN: 2.769 G_L1: 3.831 D_real: 0.000 D_fake: 0.237 +(epoch: 40, iters: 18276, time: 0.296, data: 0.016) G_GAN: 4.010 G_L1: 4.208 D_real: 0.000 D_fake: 0.199 +(epoch: 40, iters: 18376, time: 0.297, data: 0.020) G_GAN: 4.181 G_L1: 4.055 D_real: 0.000 D_fake: 0.059 +(epoch: 40, iters: 18476, time: 0.306, data: 0.018) G_GAN: 3.996 G_L1: 4.792 D_real: 0.003 D_fake: 0.278 +(epoch: 40, iters: 18576, time: 0.419, data: 0.019) G_GAN: 2.902 G_L1: 5.904 D_real: 0.008 D_fake: 0.337 +(epoch: 40, iters: 18676, time: 0.284, data: 0.023) G_GAN: 4.141 G_L1: 5.156 D_real: 0.039 D_fake: 0.234 +(epoch: 40, iters: 18776, time: 0.308, data: 0.018) G_GAN: 1.726 G_L1: 4.632 D_real: 0.000 D_fake: 0.674 +(epoch: 40, iters: 18876, time: 0.303, data: 0.022) G_GAN: 2.030 G_L1: 4.317 D_real: 0.000 D_fake: 0.312 +(epoch: 40, iters: 18976, time: 0.397, data: 0.019) G_GAN: 2.036 G_L1: 3.372 D_real: 0.001 D_fake: 0.602 +(epoch: 40, iters: 19076, time: 0.305, data: 0.018) G_GAN: 2.086 G_L1: 3.276 D_real: 0.000 D_fake: 0.527 +(epoch: 40, iters: 19176, time: 0.304, data: 0.021) G_GAN: 2.617 G_L1: 4.484 D_real: 0.002 D_fake: 0.216 +(epoch: 40, iters: 19276, time: 0.289, data: 0.019) G_GAN: 2.602 G_L1: 4.673 D_real: 0.000 D_fake: 0.491 +(epoch: 40, iters: 19376, time: 0.552, data: 0.019) G_GAN: 3.751 G_L1: 5.753 D_real: 0.000 D_fake: 0.463 +(epoch: 40, iters: 19476, time: 0.305, data: 0.020) G_GAN: 1.360 G_L1: 4.766 D_real: 0.107 D_fake: 0.269 +(epoch: 40, iters: 19576, time: 0.298, data: 0.018) G_GAN: 3.250 G_L1: 3.859 D_real: 0.050 D_fake: 0.061 +(epoch: 40, iters: 19676, time: 0.294, data: 0.017) G_GAN: 2.532 G_L1: 3.784 D_real: 0.000 D_fake: 0.167 +(epoch: 40, iters: 19776, time: 0.380, data: 0.017) G_GAN: 1.330 G_L1: 4.594 D_real: 0.098 D_fake: 0.327 +(epoch: 40, iters: 19876, time: 0.302, data: 0.018) G_GAN: 1.635 G_L1: 5.161 D_real: 0.239 D_fake: 0.181 +(epoch: 40, iters: 19976, time: 0.299, data: 0.021) G_GAN: 3.466 G_L1: 5.131 D_real: 0.001 D_fake: 0.124 +(epoch: 40, iters: 20076, time: 0.306, data: 0.020) G_GAN: 1.681 G_L1: 3.619 D_real: 0.000 D_fake: 0.280 +(epoch: 40, iters: 20176, time: 0.386, data: 0.020) G_GAN: 2.980 G_L1: 4.413 D_real: 0.009 D_fake: 0.569 +(epoch: 40, iters: 20276, time: 0.304, data: 0.023) G_GAN: 5.618 G_L1: 6.196 D_real: 0.464 D_fake: 0.019 +(epoch: 40, iters: 20376, time: 0.299, data: 0.018) G_GAN: 2.335 G_L1: 3.523 D_real: 0.233 D_fake: 0.321 +(epoch: 40, iters: 20476, time: 0.282, data: 0.020) G_GAN: 2.296 G_L1: 3.965 D_real: 0.409 D_fake: 0.335 +(epoch: 40, iters: 20576, time: 0.418, data: 0.017) G_GAN: 4.702 G_L1: 3.976 D_real: 0.106 D_fake: 0.027 +(epoch: 40, iters: 20676, time: 0.297, data: 0.023) G_GAN: 4.680 G_L1: 4.109 D_real: 0.028 D_fake: 0.037 +(epoch: 40, iters: 20776, time: 0.301, data: 0.024) G_GAN: 3.837 G_L1: 5.262 D_real: 0.018 D_fake: 0.171 +(epoch: 40, iters: 20876, time: 0.296, data: 0.018) G_GAN: 3.896 G_L1: 4.882 D_real: 0.017 D_fake: 0.048 +(epoch: 40, iters: 20976, time: 0.403, data: 0.019) G_GAN: 3.161 G_L1: 4.250 D_real: 0.000 D_fake: 0.340 +(epoch: 40, iters: 21076, time: 0.294, data: 0.024) G_GAN: 1.845 G_L1: 4.597 D_real: 0.004 D_fake: 0.302 +(epoch: 40, iters: 21176, time: 0.304, data: 0.018) G_GAN: 2.425 G_L1: 4.019 D_real: 0.012 D_fake: 0.219 +(epoch: 40, iters: 21276, time: 0.301, data: 0.019) G_GAN: 3.697 G_L1: 7.158 D_real: 0.024 D_fake: 0.081 +(epoch: 40, iters: 21376, time: 0.572, data: 0.021) G_GAN: 2.934 G_L1: 4.946 D_real: 0.004 D_fake: 0.221 +(epoch: 40, iters: 21476, time: 0.307, data: 0.017) G_GAN: 2.743 G_L1: 4.153 D_real: 0.001 D_fake: 0.253 +(epoch: 40, iters: 21576, time: 0.296, data: 0.018) G_GAN: 3.698 G_L1: 4.708 D_real: 0.003 D_fake: 0.178 +(epoch: 40, iters: 21676, time: 0.286, data: 0.017) G_GAN: 3.142 G_L1: 3.991 D_real: 0.002 D_fake: 0.139 +(epoch: 40, iters: 21776, time: 0.389, data: 0.016) G_GAN: 2.244 G_L1: 4.157 D_real: 0.003 D_fake: 0.318 +(epoch: 40, iters: 21876, time: 0.298, data: 0.021) G_GAN: 2.771 G_L1: 4.253 D_real: 0.163 D_fake: 0.061 +(epoch: 40, iters: 21976, time: 0.296, data: 0.018) G_GAN: 3.294 G_L1: 4.683 D_real: 0.039 D_fake: 0.126 +(epoch: 40, iters: 22076, time: 0.299, data: 0.016) G_GAN: 1.602 G_L1: 4.283 D_real: 0.007 D_fake: 0.327 +(epoch: 40, iters: 22176, time: 0.412, data: 0.021) G_GAN: 2.861 G_L1: 5.912 D_real: 0.046 D_fake: 0.097 +(epoch: 40, iters: 22276, time: 0.294, data: 0.020) G_GAN: 2.690 G_L1: 4.620 D_real: 0.053 D_fake: 0.107 +(epoch: 40, iters: 22376, time: 0.278, data: 0.019) G_GAN: 3.446 G_L1: 4.898 D_real: 0.135 D_fake: 0.107 +(epoch: 40, iters: 22476, time: 0.300, data: 0.016) G_GAN: 2.711 G_L1: 6.194 D_real: 0.002 D_fake: 0.162 +(epoch: 40, iters: 22576, time: 0.431, data: 0.018) G_GAN: 4.917 G_L1: 4.840 D_real: 0.335 D_fake: 0.029 +(epoch: 40, iters: 22676, time: 0.301, data: 0.022) G_GAN: 3.334 G_L1: 3.502 D_real: 0.030 D_fake: 0.070 +(epoch: 40, iters: 22776, time: 0.306, data: 0.017) G_GAN: 5.439 G_L1: 4.815 D_real: 0.013 D_fake: 0.030 +(epoch: 40, iters: 22876, time: 0.307, data: 0.019) G_GAN: 2.399 G_L1: 4.914 D_real: 0.583 D_fake: 0.074 +(epoch: 40, iters: 22976, time: 0.421, data: 0.019) G_GAN: 4.343 G_L1: 5.054 D_real: 0.014 D_fake: 0.081 +(epoch: 40, iters: 23076, time: 0.300, data: 0.019) G_GAN: 4.064 G_L1: 4.570 D_real: 0.002 D_fake: 0.238 +(epoch: 40, iters: 23176, time: 0.303, data: 0.018) G_GAN: 4.015 G_L1: 4.454 D_real: 0.173 D_fake: 0.109 +(epoch: 40, iters: 23276, time: 0.303, data: 0.017) G_GAN: 5.914 G_L1: 8.276 D_real: 0.045 D_fake: 0.091 +(epoch: 40, iters: 23376, time: 0.565, data: 0.017) G_GAN: 5.091 G_L1: 4.480 D_real: 0.043 D_fake: 0.034 +(epoch: 40, iters: 23476, time: 0.295, data: 0.020) G_GAN: 5.524 G_L1: 5.710 D_real: 0.014 D_fake: 0.088 +(epoch: 40, iters: 23576, time: 0.295, data: 0.018) G_GAN: 4.442 G_L1: 3.468 D_real: 0.283 D_fake: 0.039 +(epoch: 40, iters: 23676, time: 0.295, data: 0.018) G_GAN: 4.447 G_L1: 3.702 D_real: 0.220 D_fake: 0.052 +(epoch: 40, iters: 23776, time: 0.426, data: 0.016) G_GAN: 4.286 G_L1: 5.105 D_real: 0.000 D_fake: 0.045 +(epoch: 40, iters: 23876, time: 0.297, data: 0.018) G_GAN: 5.123 G_L1: 4.597 D_real: 0.032 D_fake: 0.027 +(epoch: 40, iters: 23976, time: 0.297, data: 0.019) G_GAN: 5.890 G_L1: 5.588 D_real: 0.036 D_fake: 0.045 +(epoch: 40, iters: 24076, time: 0.294, data: 0.016) G_GAN: 3.572 G_L1: 4.068 D_real: 0.033 D_fake: 0.337 +(epoch: 40, iters: 24176, time: 0.435, data: 0.021) G_GAN: 4.982 G_L1: 4.646 D_real: 0.203 D_fake: 0.049 +(epoch: 40, iters: 24276, time: 0.301, data: 0.026) G_GAN: 3.214 G_L1: 4.219 D_real: 0.520 D_fake: 0.049 +(epoch: 40, iters: 24376, time: 0.295, data: 0.017) G_GAN: 5.091 G_L1: 5.254 D_real: 0.121 D_fake: 0.019 +(epoch: 40, iters: 24476, time: 0.305, data: 0.019) G_GAN: 5.252 G_L1: 7.688 D_real: 0.006 D_fake: 0.020 +(epoch: 40, iters: 24576, time: 0.402, data: 0.018) G_GAN: 6.425 G_L1: 4.162 D_real: 0.008 D_fake: 0.013 +(epoch: 40, iters: 24676, time: 0.307, data: 0.019) G_GAN: 4.288 G_L1: 3.538 D_real: 0.007 D_fake: 0.036 +(epoch: 40, iters: 24776, time: 0.290, data: 0.019) G_GAN: 4.650 G_L1: 3.324 D_real: 0.002 D_fake: 0.131 +(epoch: 40, iters: 24876, time: 0.306, data: 0.017) G_GAN: 3.639 G_L1: 6.443 D_real: 0.022 D_fake: 0.120 +(epoch: 40, iters: 24976, time: 0.422, data: 0.018) G_GAN: 4.038 G_L1: 4.260 D_real: 0.020 D_fake: 0.249 +(epoch: 40, iters: 25076, time: 0.303, data: 0.020) G_GAN: 5.302 G_L1: 3.615 D_real: 0.048 D_fake: 0.041 +(epoch: 40, iters: 25176, time: 0.309, data: 0.019) G_GAN: 4.726 G_L1: 5.773 D_real: 0.002 D_fake: 0.053 +(epoch: 40, iters: 25276, time: 0.304, data: 0.022) G_GAN: 4.895 G_L1: 2.679 D_real: 0.145 D_fake: 0.018 +(epoch: 40, iters: 25376, time: 0.597, data: 0.019) G_GAN: 5.287 G_L1: 4.213 D_real: 0.018 D_fake: 0.050 +(epoch: 40, iters: 25476, time: 0.304, data: 0.018) G_GAN: 9.502 G_L1: 7.080 D_real: 0.239 D_fake: 0.003 +(epoch: 40, iters: 25576, time: 0.302, data: 0.019) G_GAN: 4.201 G_L1: 3.936 D_real: 0.143 D_fake: 0.076 +(epoch: 40, iters: 25676, time: 0.296, data: 0.018) G_GAN: 3.884 G_L1: 4.005 D_real: 0.011 D_fake: 0.136 +(epoch: 40, iters: 25776, time: 0.410, data: 0.017) G_GAN: 6.885 G_L1: 6.588 D_real: 0.005 D_fake: 0.010 +(epoch: 40, iters: 25876, time: 0.306, data: 0.018) G_GAN: 4.204 G_L1: 3.658 D_real: 0.273 D_fake: 0.033 +(epoch: 40, iters: 25976, time: 0.300, data: 0.019) G_GAN: 4.778 G_L1: 2.831 D_real: 0.434 D_fake: 0.018 +(epoch: 40, iters: 26076, time: 0.306, data: 0.018) G_GAN: 4.883 G_L1: 5.473 D_real: 0.007 D_fake: 0.076 +(epoch: 40, iters: 26176, time: 0.415, data: 0.018) G_GAN: 4.423 G_L1: 8.243 D_real: 0.053 D_fake: 0.082 +(epoch: 40, iters: 26276, time: 0.306, data: 0.020) G_GAN: 10.664 G_L1: 7.206 D_real: 0.140 D_fake: 0.002 +(epoch: 40, iters: 26376, time: 0.305, data: 0.018) G_GAN: 5.264 G_L1: 6.324 D_real: 0.025 D_fake: 0.077 +(epoch: 40, iters: 26476, time: 0.303, data: 0.019) G_GAN: 2.255 G_L1: 4.412 D_real: 0.012 D_fake: 0.342 +(epoch: 40, iters: 26576, time: 0.425, data: 0.024) G_GAN: 3.590 G_L1: 7.244 D_real: 0.087 D_fake: 0.111 +(epoch: 40, iters: 26676, time: 0.298, data: 0.018) G_GAN: 2.580 G_L1: 4.128 D_real: 0.004 D_fake: 0.169 +(epoch: 40, iters: 26776, time: 0.303, data: 0.018) G_GAN: 4.305 G_L1: 5.224 D_real: 0.000 D_fake: 0.060 +(epoch: 40, iters: 26876, time: 0.300, data: 0.019) G_GAN: 3.955 G_L1: 4.760 D_real: 0.000 D_fake: 0.216 +(epoch: 40, iters: 26976, time: 0.385, data: 0.019) G_GAN: 3.809 G_L1: 4.351 D_real: 0.001 D_fake: 0.656 +(epoch: 40, iters: 27076, time: 0.297, data: 0.019) G_GAN: 4.563 G_L1: 5.605 D_real: 0.002 D_fake: 0.837 +(epoch: 40, iters: 27176, time: 0.303, data: 0.022) G_GAN: 4.624 G_L1: 4.388 D_real: 0.003 D_fake: 0.046 +(epoch: 40, iters: 27276, time: 0.302, data: 0.019) G_GAN: 4.348 G_L1: 6.691 D_real: 0.000 D_fake: 0.118 +(epoch: 40, iters: 27376, time: 0.564, data: 0.018) G_GAN: 5.095 G_L1: 5.990 D_real: 0.000 D_fake: 1.054 +(epoch: 40, iters: 27476, time: 0.300, data: 0.019) G_GAN: 4.775 G_L1: 5.977 D_real: 0.000 D_fake: 0.351 +(epoch: 40, iters: 27576, time: 0.305, data: 0.018) G_GAN: 3.186 G_L1: 4.469 D_real: 0.000 D_fake: 0.209 +(epoch: 40, iters: 27676, time: 0.299, data: 0.018) G_GAN: 4.335 G_L1: 4.504 D_real: 0.000 D_fake: 0.214 +(epoch: 40, iters: 27776, time: 0.418, data: 0.019) G_GAN: 2.093 G_L1: 4.350 D_real: 0.000 D_fake: 0.085 +(epoch: 40, iters: 27876, time: 0.304, data: 0.019) G_GAN: 5.748 G_L1: 4.057 D_real: 0.003 D_fake: 0.013 +(epoch: 40, iters: 27976, time: 0.309, data: 0.018) G_GAN: 6.913 G_L1: 6.227 D_real: 0.054 D_fake: 0.015 +(epoch: 40, iters: 28076, time: 0.296, data: 0.019) G_GAN: 5.028 G_L1: 8.193 D_real: 0.004 D_fake: 0.033 +(epoch: 40, iters: 28176, time: 0.428, data: 0.017) G_GAN: 3.319 G_L1: 5.450 D_real: 0.004 D_fake: 0.282 +(epoch: 40, iters: 28276, time: 0.302, data: 0.019) G_GAN: 4.896 G_L1: 5.131 D_real: 0.005 D_fake: 0.061 +(epoch: 40, iters: 28376, time: 0.294, data: 0.020) G_GAN: 2.991 G_L1: 4.464 D_real: 0.000 D_fake: 0.223 +(epoch: 40, iters: 28476, time: 0.296, data: 0.017) G_GAN: 4.901 G_L1: 4.841 D_real: 0.000 D_fake: 0.036 +(epoch: 40, iters: 28576, time: 0.416, data: 0.020) G_GAN: 3.081 G_L1: 4.505 D_real: 0.000 D_fake: 0.080 +(epoch: 40, iters: 28676, time: 0.302, data: 0.019) G_GAN: 3.363 G_L1: 6.694 D_real: 0.000 D_fake: 0.315 +(epoch: 40, iters: 28776, time: 0.304, data: 0.023) G_GAN: 5.009 G_L1: 5.208 D_real: 0.622 D_fake: 0.015 +(epoch: 40, iters: 28876, time: 0.300, data: 0.022) G_GAN: 2.929 G_L1: 4.778 D_real: 0.000 D_fake: 0.283 +(epoch: 40, iters: 28976, time: 0.428, data: 0.022) G_GAN: 5.014 G_L1: 8.250 D_real: 0.004 D_fake: 0.023 +(epoch: 40, iters: 29076, time: 0.288, data: 0.020) G_GAN: 3.902 G_L1: 6.418 D_real: 0.002 D_fake: 0.118 +(epoch: 40, iters: 29176, time: 0.288, data: 0.020) G_GAN: 4.883 G_L1: 3.491 D_real: 0.004 D_fake: 0.240 +(epoch: 40, iters: 29276, time: 0.296, data: 0.019) G_GAN: 6.535 G_L1: 5.831 D_real: 0.011 D_fake: 0.040 +(epoch: 40, iters: 29376, time: 0.544, data: 0.018) G_GAN: 3.264 G_L1: 4.382 D_real: 0.349 D_fake: 0.157 +(epoch: 40, iters: 29476, time: 0.272, data: 0.020) G_GAN: 4.871 G_L1: 3.821 D_real: 0.074 D_fake: 0.044 +(epoch: 40, iters: 29576, time: 0.296, data: 0.016) G_GAN: 3.114 G_L1: 4.089 D_real: 0.289 D_fake: 0.124 +(epoch: 40, iters: 29676, time: 0.290, data: 0.017) G_GAN: 6.074 G_L1: 6.506 D_real: 0.173 D_fake: 0.053 +(epoch: 40, iters: 29776, time: 0.395, data: 0.017) G_GAN: 5.640 G_L1: 3.711 D_real: 0.162 D_fake: 0.029 +(epoch: 40, iters: 29876, time: 0.284, data: 0.018) G_GAN: 3.496 G_L1: 3.487 D_real: 0.008 D_fake: 0.240 +(epoch: 40, iters: 29976, time: 0.297, data: 0.015) G_GAN: 5.174 G_L1: 5.264 D_real: 0.007 D_fake: 0.021 +(epoch: 40, iters: 30076, time: 0.298, data: 0.018) G_GAN: 6.692 G_L1: 6.166 D_real: 0.002 D_fake: 0.089 +(epoch: 40, iters: 30176, time: 0.407, data: 0.017) G_GAN: 2.679 G_L1: 4.810 D_real: 0.001 D_fake: 0.175 +(epoch: 40, iters: 30276, time: 0.289, data: 0.019) G_GAN: 3.077 G_L1: 3.534 D_real: 0.000 D_fake: 0.078 +(epoch: 40, iters: 30376, time: 0.285, data: 0.019) G_GAN: 4.772 G_L1: 4.383 D_real: 0.000 D_fake: 0.347 +(epoch: 40, iters: 30476, time: 0.297, data: 0.020) G_GAN: 4.310 G_L1: 6.726 D_real: 0.000 D_fake: 0.077 +(epoch: 40, iters: 30576, time: 0.418, data: 0.017) G_GAN: 5.741 G_L1: 4.288 D_real: 0.009 D_fake: 0.009 +(epoch: 40, iters: 30676, time: 0.285, data: 0.017) G_GAN: 2.980 G_L1: 5.007 D_real: 0.003 D_fake: 0.314 +(epoch: 40, iters: 30776, time: 0.301, data: 0.016) G_GAN: 1.978 G_L1: 4.936 D_real: 0.001 D_fake: 0.107 +(epoch: 40, iters: 30876, time: 0.273, data: 0.018) G_GAN: 7.298 G_L1: 3.430 D_real: 0.000 D_fake: 0.030 +(epoch: 40, iters: 30976, time: 0.382, data: 0.016) G_GAN: 3.646 G_L1: 3.663 D_real: 0.097 D_fake: 0.403 +(epoch: 40, iters: 31076, time: 0.296, data: 0.019) G_GAN: 4.633 G_L1: 2.954 D_real: 0.176 D_fake: 0.049 +(epoch: 40, iters: 31176, time: 0.298, data: 0.017) G_GAN: 7.890 G_L1: 5.089 D_real: 0.001 D_fake: 0.002 +(epoch: 40, iters: 31276, time: 0.285, data: 0.017) G_GAN: 5.662 G_L1: 5.413 D_real: 0.072 D_fake: 0.303 +(epoch: 40, iters: 31376, time: 0.513, data: 0.017) G_GAN: 3.305 G_L1: 2.587 D_real: 0.343 D_fake: 0.044 +(epoch: 40, iters: 31476, time: 0.298, data: 0.017) G_GAN: 4.079 G_L1: 4.419 D_real: 0.168 D_fake: 0.047 +(epoch: 40, iters: 31576, time: 0.289, data: 0.018) G_GAN: 2.957 G_L1: 4.643 D_real: 0.807 D_fake: 0.120 +(epoch: 40, iters: 31676, time: 0.285, data: 0.016) G_GAN: 5.185 G_L1: 5.031 D_real: 0.024 D_fake: 0.143 +(epoch: 40, iters: 31776, time: 0.400, data: 0.018) G_GAN: 4.781 G_L1: 4.505 D_real: 0.031 D_fake: 0.245 +(epoch: 40, iters: 31876, time: 0.293, data: 0.021) G_GAN: 6.848 G_L1: 4.503 D_real: 0.388 D_fake: 0.010 +(epoch: 40, iters: 31976, time: 0.299, data: 0.017) G_GAN: 2.858 G_L1: 3.282 D_real: 0.244 D_fake: 0.081 +(epoch: 40, iters: 32076, time: 0.290, data: 0.017) G_GAN: 3.981 G_L1: 7.012 D_real: 0.017 D_fake: 0.061 +(epoch: 40, iters: 32176, time: 0.403, data: 0.023) G_GAN: 2.089 G_L1: 3.385 D_real: 0.006 D_fake: 0.288 +(epoch: 40, iters: 32276, time: 0.287, data: 0.019) G_GAN: 3.554 G_L1: 5.015 D_real: 0.013 D_fake: 0.094 +(epoch: 40, iters: 32376, time: 0.289, data: 0.017) G_GAN: 3.542 G_L1: 4.741 D_real: 0.001 D_fake: 0.125 +(epoch: 40, iters: 32476, time: 0.297, data: 0.016) G_GAN: 4.163 G_L1: 4.497 D_real: 0.000 D_fake: 0.195 +(epoch: 40, iters: 32576, time: 0.408, data: 0.018) G_GAN: 4.237 G_L1: 4.337 D_real: 0.051 D_fake: 0.155 +(epoch: 40, iters: 32676, time: 0.287, data: 0.015) G_GAN: 4.740 G_L1: 7.397 D_real: 0.000 D_fake: 0.101 +(epoch: 40, iters: 32776, time: 0.294, data: 0.016) G_GAN: 2.900 G_L1: 3.970 D_real: 0.001 D_fake: 0.491 +(epoch: 40, iters: 32876, time: 0.286, data: 0.017) G_GAN: 4.365 G_L1: 6.610 D_real: 0.137 D_fake: 0.031 +(epoch: 40, iters: 32976, time: 0.420, data: 0.018) G_GAN: 4.809 G_L1: 5.120 D_real: 0.047 D_fake: 0.093 +(epoch: 40, iters: 33076, time: 0.291, data: 0.017) G_GAN: 4.416 G_L1: 6.869 D_real: 0.034 D_fake: 0.090 +(epoch: 40, iters: 33176, time: 0.286, data: 0.018) G_GAN: 3.821 G_L1: 2.440 D_real: 0.007 D_fake: 0.390 +(epoch: 40, iters: 33276, time: 0.295, data: 0.016) G_GAN: 3.475 G_L1: 6.218 D_real: 0.516 D_fake: 0.138 +(epoch: 40, iters: 33376, time: 0.541, data: 0.018) G_GAN: 6.367 G_L1: 3.538 D_real: 0.002 D_fake: 0.111 +(epoch: 40, iters: 33476, time: 0.294, data: 0.014) G_GAN: 5.473 G_L1: 3.802 D_real: 0.002 D_fake: 0.018 +(epoch: 40, iters: 33576, time: 0.260, data: 0.018) G_GAN: 3.114 G_L1: 4.248 D_real: 0.522 D_fake: 0.026 +(epoch: 40, iters: 33676, time: 0.289, data: 0.015) G_GAN: 4.639 G_L1: 3.463 D_real: 0.078 D_fake: 0.026 +(epoch: 40, iters: 33776, time: 0.407, data: 0.017) G_GAN: 5.205 G_L1: 3.587 D_real: 0.005 D_fake: 0.066 +(epoch: 40, iters: 33876, time: 0.286, data: 0.018) G_GAN: 6.624 G_L1: 5.233 D_real: 0.029 D_fake: 0.007 +(epoch: 40, iters: 33976, time: 0.278, data: 0.017) G_GAN: 6.308 G_L1: 4.512 D_real: 0.033 D_fake: 0.017 +(epoch: 40, iters: 34076, time: 0.281, data: 0.014) G_GAN: 4.667 G_L1: 4.314 D_real: 0.006 D_fake: 0.200 +(epoch: 40, iters: 34176, time: 0.385, data: 0.017) G_GAN: 3.753 G_L1: 3.993 D_real: 0.029 D_fake: 0.119 +(epoch: 40, iters: 34276, time: 0.290, data: 0.018) G_GAN: 3.967 G_L1: 3.375 D_real: 0.031 D_fake: 0.096 +(epoch: 40, iters: 34376, time: 0.286, data: 0.016) G_GAN: 4.408 G_L1: 5.012 D_real: 0.004 D_fake: 0.318 +(epoch: 40, iters: 34476, time: 0.294, data: 0.018) G_GAN: 3.514 G_L1: 2.986 D_real: 0.273 D_fake: 0.050 +(epoch: 40, iters: 34576, time: 0.381, data: 0.023) G_GAN: 4.032 G_L1: 4.385 D_real: 0.001 D_fake: 0.237 +(epoch: 40, iters: 34676, time: 0.307, data: 0.020) G_GAN: 4.529 G_L1: 2.793 D_real: 0.047 D_fake: 0.041 +(epoch: 40, iters: 34776, time: 0.305, data: 0.019) G_GAN: 4.997 G_L1: 3.618 D_real: 0.055 D_fake: 0.032 +(epoch: 40, iters: 34876, time: 0.305, data: 0.019) G_GAN: 4.876 G_L1: 12.106 D_real: 0.023 D_fake: 0.169 +(epoch: 40, iters: 34976, time: 0.411, data: 0.019) G_GAN: 5.214 G_L1: 4.606 D_real: 0.025 D_fake: 0.086 +(epoch: 40, iters: 35076, time: 0.304, data: 0.020) G_GAN: 4.480 G_L1: 11.956 D_real: 0.008 D_fake: 0.052 +(epoch: 40, iters: 35176, time: 0.304, data: 0.020) G_GAN: 2.618 G_L1: 2.070 D_real: 0.214 D_fake: 0.076 +(epoch: 40, iters: 35276, time: 0.304, data: 0.020) G_GAN: 6.537 G_L1: 2.810 D_real: 0.008 D_fake: 0.047 +(epoch: 40, iters: 35376, time: 0.534, data: 0.018) G_GAN: 8.087 G_L1: 3.432 D_real: 0.047 D_fake: 0.003 +(epoch: 40, iters: 35476, time: 0.290, data: 0.019) G_GAN: 5.510 G_L1: 5.002 D_real: 0.002 D_fake: 0.022 +(epoch: 40, iters: 35576, time: 0.302, data: 0.018) G_GAN: 7.929 G_L1: 5.833 D_real: 0.006 D_fake: 0.008 +(epoch: 40, iters: 35676, time: 0.299, data: 0.018) G_GAN: 4.992 G_L1: 4.514 D_real: 0.036 D_fake: 0.074 +(epoch: 40, iters: 35776, time: 0.422, data: 0.019) G_GAN: 4.243 G_L1: 4.773 D_real: 0.263 D_fake: 0.094 +(epoch: 40, iters: 35876, time: 0.304, data: 0.019) G_GAN: 4.351 G_L1: 2.340 D_real: 0.062 D_fake: 0.118 +(epoch: 40, iters: 35976, time: 0.303, data: 0.019) G_GAN: 3.945 G_L1: 3.267 D_real: 0.148 D_fake: 0.079 +(epoch: 40, iters: 36076, time: 0.296, data: 0.023) G_GAN: 5.062 G_L1: 3.948 D_real: 0.138 D_fake: 0.169 +(epoch: 40, iters: 36176, time: 0.418, data: 0.017) G_GAN: 7.101 G_L1: 3.701 D_real: 0.000 D_fake: 0.030 +(epoch: 40, iters: 36276, time: 0.304, data: 0.024) G_GAN: 5.147 G_L1: 3.386 D_real: 0.082 D_fake: 0.036 +(epoch: 40, iters: 36376, time: 0.298, data: 0.018) G_GAN: 3.129 G_L1: 2.363 D_real: 0.054 D_fake: 0.150 +(epoch: 40, iters: 36476, time: 0.306, data: 0.017) G_GAN: 5.561 G_L1: 5.339 D_real: 0.056 D_fake: 0.074 +(epoch: 40, iters: 36576, time: 0.419, data: 0.020) G_GAN: 6.426 G_L1: 4.363 D_real: 0.098 D_fake: 0.016 +(epoch: 40, iters: 36676, time: 0.305, data: 0.018) G_GAN: 4.173 G_L1: 3.756 D_real: 0.043 D_fake: 0.245 +(epoch: 40, iters: 36776, time: 0.303, data: 0.018) G_GAN: 5.643 G_L1: 4.284 D_real: 0.360 D_fake: 0.038 +(epoch: 40, iters: 36876, time: 0.306, data: 0.020) G_GAN: 5.602 G_L1: 7.177 D_real: 0.030 D_fake: 0.192 +(epoch: 40, iters: 36976, time: 0.399, data: 0.018) G_GAN: 5.670 G_L1: 4.468 D_real: 0.040 D_fake: 0.052 +(epoch: 40, iters: 37076, time: 0.294, data: 0.020) G_GAN: 7.815 G_L1: 3.849 D_real: 0.018 D_fake: 0.016 +(epoch: 40, iters: 37176, time: 0.295, data: 0.017) G_GAN: 4.122 G_L1: 1.948 D_real: 0.026 D_fake: 0.070 +(epoch: 40, iters: 37276, time: 0.307, data: 0.018) G_GAN: 4.310 G_L1: 3.139 D_real: 0.022 D_fake: 0.107 +(epoch: 40, iters: 37376, time: 0.601, data: 0.023) G_GAN: 5.901 G_L1: 3.449 D_real: 0.342 D_fake: 0.006 +(epoch: 40, iters: 37476, time: 0.293, data: 0.019) G_GAN: 4.250 G_L1: 4.452 D_real: 0.112 D_fake: 0.181 +(epoch: 40, iters: 37576, time: 0.314, data: 0.018) G_GAN: 4.949 G_L1: 4.454 D_real: 0.094 D_fake: 0.014 +(epoch: 40, iters: 37676, time: 0.302, data: 0.018) G_GAN: 6.213 G_L1: 3.736 D_real: 0.003 D_fake: 0.023 +(epoch: 40, iters: 37776, time: 0.396, data: 0.019) G_GAN: 6.671 G_L1: 3.369 D_real: 0.029 D_fake: 0.130 +(epoch: 40, iters: 37876, time: 0.306, data: 0.020) G_GAN: 3.481 G_L1: 6.570 D_real: 0.004 D_fake: 0.207 +(epoch: 40, iters: 37976, time: 0.305, data: 0.019) G_GAN: 5.124 G_L1: 3.904 D_real: 0.043 D_fake: 0.023 +(epoch: 40, iters: 38076, time: 0.294, data: 0.019) G_GAN: 4.947 G_L1: 3.242 D_real: 0.663 D_fake: 0.006 +(epoch: 40, iters: 38176, time: 0.390, data: 0.019) G_GAN: 4.258 G_L1: 3.086 D_real: 0.216 D_fake: 0.133 +(epoch: 40, iters: 38276, time: 0.299, data: 0.023) G_GAN: 4.953 G_L1: 4.678 D_real: 0.083 D_fake: 0.041 +(epoch: 40, iters: 38376, time: 0.296, data: 0.021) G_GAN: 4.650 G_L1: 6.496 D_real: 0.044 D_fake: 0.200 +(epoch: 40, iters: 38476, time: 0.304, data: 0.021) G_GAN: 5.548 G_L1: 4.179 D_real: 0.013 D_fake: 0.452 +(epoch: 40, iters: 38576, time: 0.411, data: 0.020) G_GAN: 5.234 G_L1: 3.819 D_real: 0.005 D_fake: 0.220 +(epoch: 40, iters: 38676, time: 0.292, data: 0.019) G_GAN: 4.822 G_L1: 4.301 D_real: 0.035 D_fake: 0.091 +(epoch: 40, iters: 38776, time: 0.293, data: 0.017) G_GAN: 5.664 G_L1: 4.209 D_real: 0.000 D_fake: 0.306 +(epoch: 40, iters: 38876, time: 0.307, data: 0.017) G_GAN: 4.830 G_L1: 3.373 D_real: 0.068 D_fake: 0.167 +(epoch: 40, iters: 38976, time: 0.419, data: 0.018) G_GAN: 4.434 G_L1: 5.383 D_real: 0.018 D_fake: 0.131 +(epoch: 40, iters: 39076, time: 0.302, data: 0.027) G_GAN: 5.787 G_L1: 3.133 D_real: 0.001 D_fake: 0.019 +(epoch: 40, iters: 39176, time: 0.304, data: 0.019) G_GAN: 3.310 G_L1: 2.010 D_real: 0.054 D_fake: 0.068 +(epoch: 40, iters: 39276, time: 0.303, data: 0.020) G_GAN: 4.792 G_L1: 3.779 D_real: 0.021 D_fake: 0.026 +(epoch: 40, iters: 39376, time: 0.537, data: 0.021) G_GAN: 5.372 G_L1: 4.224 D_real: 0.102 D_fake: 0.023 +(epoch: 40, iters: 39476, time: 0.305, data: 0.019) G_GAN: 4.639 G_L1: 3.264 D_real: 0.222 D_fake: 0.023 +(epoch: 40, iters: 39576, time: 0.305, data: 0.020) G_GAN: 3.668 G_L1: 4.563 D_real: 0.444 D_fake: 0.043 +(epoch: 40, iters: 39676, time: 0.304, data: 0.019) G_GAN: 4.516 G_L1: 4.924 D_real: 0.135 D_fake: 0.057 +(epoch: 40, iters: 39776, time: 0.424, data: 0.019) G_GAN: 4.183 G_L1: 6.059 D_real: 0.550 D_fake: 0.081 +(epoch: 40, iters: 39876, time: 0.292, data: 0.025) G_GAN: 5.140 G_L1: 4.077 D_real: 0.069 D_fake: 0.046 +(epoch: 40, iters: 39976, time: 0.301, data: 0.019) G_GAN: 5.533 G_L1: 4.560 D_real: 0.028 D_fake: 0.282 +(epoch: 40, iters: 40076, time: 0.304, data: 0.020) G_GAN: 3.178 G_L1: 9.165 D_real: 0.585 D_fake: 0.313 +(epoch: 40, iters: 40176, time: 0.417, data: 0.019) G_GAN: 6.535 G_L1: 8.150 D_real: 0.059 D_fake: 0.009 +(epoch: 40, iters: 40276, time: 0.295, data: 0.020) G_GAN: 4.088 G_L1: 7.251 D_real: 0.503 D_fake: 0.033 +(epoch: 40, iters: 40376, time: 0.296, data: 0.017) G_GAN: 5.563 G_L1: 4.953 D_real: 0.240 D_fake: 0.036 +(epoch: 40, iters: 40476, time: 0.302, data: 0.022) G_GAN: 4.394 G_L1: 3.778 D_real: 0.006 D_fake: 0.111 +(epoch: 40, iters: 40576, time: 0.414, data: 0.022) G_GAN: 3.887 G_L1: 3.712 D_real: 0.199 D_fake: 0.119 +(epoch: 40, iters: 40676, time: 0.301, data: 0.020) G_GAN: 5.861 G_L1: 3.267 D_real: 0.028 D_fake: 0.018 +(epoch: 40, iters: 40776, time: 0.301, data: 0.019) G_GAN: 5.555 G_L1: 3.918 D_real: 0.000 D_fake: 0.047 +(epoch: 40, iters: 40876, time: 0.306, data: 0.019) G_GAN: 6.980 G_L1: 5.393 D_real: 0.079 D_fake: 0.003 +(epoch: 40, iters: 40976, time: 0.401, data: 0.020) G_GAN: 5.114 G_L1: 5.172 D_real: 0.025 D_fake: 0.207 +(epoch: 40, iters: 41076, time: 0.309, data: 0.019) G_GAN: 7.115 G_L1: 3.626 D_real: 0.032 D_fake: 0.011 +(epoch: 40, iters: 41176, time: 0.302, data: 0.019) G_GAN: 5.011 G_L1: 4.100 D_real: 0.003 D_fake: 0.041 +(epoch: 40, iters: 41276, time: 0.295, data: 0.018) G_GAN: 3.767 G_L1: 3.855 D_real: 0.094 D_fake: 0.140 +(epoch: 40, iters: 41376, time: 0.518, data: 0.018) G_GAN: 4.610 G_L1: 4.656 D_real: 0.001 D_fake: 0.025 +(epoch: 40, iters: 41476, time: 0.299, data: 0.019) G_GAN: 5.437 G_L1: 4.726 D_real: 0.001 D_fake: 0.041 +(epoch: 40, iters: 41576, time: 0.295, data: 0.018) G_GAN: 2.133 G_L1: 3.120 D_real: 0.033 D_fake: 0.132 +(epoch: 40, iters: 41676, time: 0.302, data: 0.023) G_GAN: 4.938 G_L1: 5.146 D_real: 0.000 D_fake: 0.105 +(epoch: 40, iters: 41776, time: 0.428, data: 0.018) G_GAN: 4.557 G_L1: 3.163 D_real: 0.003 D_fake: 0.050 +(epoch: 40, iters: 41876, time: 0.304, data: 0.019) G_GAN: 4.714 G_L1: 4.444 D_real: 0.000 D_fake: 0.152 +(epoch: 40, iters: 41976, time: 0.295, data: 0.019) G_GAN: 4.265 G_L1: 4.815 D_real: 0.000 D_fake: 0.121 +(epoch: 40, iters: 42076, time: 0.290, data: 0.018) G_GAN: 3.838 G_L1: 5.785 D_real: 0.000 D_fake: 0.131 +(epoch: 40, iters: 42176, time: 0.425, data: 0.020) G_GAN: 2.825 G_L1: 3.897 D_real: 0.000 D_fake: 0.258 +(epoch: 40, iters: 42276, time: 0.292, data: 0.020) G_GAN: 3.799 G_L1: 13.918 D_real: 0.001 D_fake: 0.186 +(epoch: 40, iters: 42376, time: 0.294, data: 0.019) G_GAN: 6.298 G_L1: 8.290 D_real: 0.001 D_fake: 0.008 +(epoch: 40, iters: 42476, time: 0.304, data: 0.017) G_GAN: 4.643 G_L1: 5.012 D_real: 0.001 D_fake: 0.160 +(epoch: 40, iters: 42576, time: 0.422, data: 0.020) G_GAN: 4.809 G_L1: 4.137 D_real: 0.013 D_fake: 0.047 +(epoch: 40, iters: 42676, time: 0.301, data: 0.020) G_GAN: 3.720 G_L1: 4.600 D_real: 0.401 D_fake: 0.160 +(epoch: 40, iters: 42776, time: 0.302, data: 0.019) G_GAN: 5.482 G_L1: 5.148 D_real: 0.000 D_fake: 0.831 +(epoch: 40, iters: 42876, time: 0.303, data: 0.019) G_GAN: 4.799 G_L1: 2.751 D_real: 0.002 D_fake: 0.132 +(epoch: 40, iters: 42976, time: 0.409, data: 0.019) G_GAN: 4.547 G_L1: 4.489 D_real: 0.343 D_fake: 0.020 +(epoch: 40, iters: 43076, time: 0.306, data: 0.019) G_GAN: 5.482 G_L1: 4.944 D_real: 0.023 D_fake: 0.049 +(epoch: 40, iters: 43176, time: 0.301, data: 0.019) G_GAN: 5.232 G_L1: 4.535 D_real: 0.957 D_fake: 0.010 +(epoch: 40, iters: 43276, time: 0.302, data: 0.022) G_GAN: 5.095 G_L1: 3.677 D_real: 0.004 D_fake: 0.127 +(epoch: 40, iters: 43376, time: 0.541, data: 0.019) G_GAN: 7.542 G_L1: 4.241 D_real: 0.111 D_fake: 0.323 +(epoch: 40, iters: 43476, time: 0.297, data: 0.019) G_GAN: 7.041 G_L1: 7.425 D_real: 0.061 D_fake: 0.004 +(epoch: 40, iters: 43576, time: 0.303, data: 0.020) G_GAN: 4.156 G_L1: 2.541 D_real: 0.226 D_fake: 0.065 +(epoch: 40, iters: 43676, time: 0.300, data: 0.019) G_GAN: 3.256 G_L1: 4.022 D_real: 0.039 D_fake: 0.188 +(epoch: 40, iters: 43776, time: 0.408, data: 0.019) G_GAN: 3.409 G_L1: 5.928 D_real: 0.101 D_fake: 0.073 +(epoch: 40, iters: 43876, time: 0.295, data: 0.021) G_GAN: 5.402 G_L1: 4.033 D_real: 0.120 D_fake: 0.023 +(epoch: 40, iters: 43976, time: 0.303, data: 0.019) G_GAN: 5.781 G_L1: 4.381 D_real: 0.001 D_fake: 0.055 +(epoch: 40, iters: 44076, time: 0.305, data: 0.019) G_GAN: 4.564 G_L1: 4.873 D_real: 0.027 D_fake: 0.066 +(epoch: 40, iters: 44176, time: 0.423, data: 0.018) G_GAN: 6.291 G_L1: 5.337 D_real: 0.088 D_fake: 0.043 +(epoch: 40, iters: 44276, time: 0.309, data: 0.021) G_GAN: 3.848 G_L1: 3.701 D_real: 0.018 D_fake: 0.231 +(epoch: 40, iters: 44376, time: 0.304, data: 0.020) G_GAN: 6.330 G_L1: 3.839 D_real: 0.039 D_fake: 0.017 +(epoch: 40, iters: 44476, time: 0.303, data: 0.025) G_GAN: 4.449 G_L1: 3.292 D_real: 0.067 D_fake: 0.323 +(epoch: 40, iters: 44576, time: 0.405, data: 0.019) G_GAN: 4.169 G_L1: 7.330 D_real: 0.017 D_fake: 0.116 +(epoch: 40, iters: 44676, time: 0.305, data: 0.020) G_GAN: 3.545 G_L1: 3.894 D_real: 0.063 D_fake: 0.072 +(epoch: 40, iters: 44776, time: 0.296, data: 0.021) G_GAN: 4.196 G_L1: 3.850 D_real: 0.203 D_fake: 0.036 +(epoch: 40, iters: 44876, time: 0.300, data: 0.019) G_GAN: 3.934 G_L1: 3.025 D_real: 0.001 D_fake: 0.885 +(epoch: 40, iters: 44976, time: 0.427, data: 0.018) G_GAN: 5.223 G_L1: 4.834 D_real: 0.022 D_fake: 0.058 +(epoch: 40, iters: 45076, time: 0.304, data: 0.018) G_GAN: 6.356 G_L1: 8.536 D_real: 0.002 D_fake: 0.015 +(epoch: 40, iters: 45176, time: 0.305, data: 0.019) G_GAN: 4.440 G_L1: 4.113 D_real: 0.001 D_fake: 0.050 +(epoch: 40, iters: 45276, time: 0.291, data: 0.019) G_GAN: 5.475 G_L1: 4.273 D_real: 0.098 D_fake: 0.013 +(epoch: 40, iters: 45376, time: 0.563, data: 0.019) G_GAN: 4.720 G_L1: 4.346 D_real: 0.407 D_fake: 0.009 +(epoch: 40, iters: 45476, time: 0.301, data: 0.019) G_GAN: 7.723 G_L1: 5.857 D_real: 0.005 D_fake: 0.024 +(epoch: 40, iters: 45576, time: 0.308, data: 0.018) G_GAN: 6.768 G_L1: 4.259 D_real: 0.010 D_fake: 0.019 +(epoch: 40, iters: 45676, time: 0.301, data: 0.018) G_GAN: 4.278 G_L1: 4.282 D_real: 0.026 D_fake: 0.341 +(epoch: 40, iters: 45776, time: 0.389, data: 0.019) G_GAN: 5.127 G_L1: 3.159 D_real: 0.037 D_fake: 0.159 +(epoch: 40, iters: 45876, time: 0.301, data: 0.022) G_GAN: 5.023 G_L1: 3.568 D_real: 0.077 D_fake: 0.020 +(epoch: 40, iters: 45976, time: 0.304, data: 0.018) G_GAN: 6.219 G_L1: 4.056 D_real: 0.285 D_fake: 0.005 +(epoch: 40, iters: 46076, time: 0.305, data: 0.018) G_GAN: 4.296 G_L1: 4.104 D_real: 0.008 D_fake: 0.110 +(epoch: 40, iters: 46176, time: 0.418, data: 0.021) G_GAN: 4.676 G_L1: 4.129 D_real: 0.006 D_fake: 0.089 +(epoch: 40, iters: 46276, time: 0.294, data: 0.019) G_GAN: 5.733 G_L1: 8.558 D_real: 0.007 D_fake: 0.140 +(epoch: 40, iters: 46376, time: 0.299, data: 0.019) G_GAN: 3.810 G_L1: 3.048 D_real: 0.207 D_fake: 0.042 +(epoch: 40, iters: 46476, time: 0.303, data: 0.018) G_GAN: 4.924 G_L1: 3.369 D_real: 0.022 D_fake: 0.156 +(epoch: 40, iters: 46576, time: 0.380, data: 0.019) G_GAN: 5.801 G_L1: 4.980 D_real: 0.043 D_fake: 0.010 +(epoch: 40, iters: 46676, time: 0.305, data: 0.019) G_GAN: 4.382 G_L1: 3.784 D_real: 0.562 D_fake: 0.035 +(epoch: 40, iters: 46776, time: 0.306, data: 0.019) G_GAN: 4.565 G_L1: 4.096 D_real: 0.050 D_fake: 0.312 +(epoch: 40, iters: 46876, time: 0.300, data: 0.019) G_GAN: 6.139 G_L1: 6.840 D_real: 0.000 D_fake: 0.414 +(epoch: 40, iters: 46976, time: 0.411, data: 0.018) G_GAN: 4.896 G_L1: 3.586 D_real: 0.158 D_fake: 0.011 +(epoch: 40, iters: 47076, time: 0.303, data: 0.019) G_GAN: 4.447 G_L1: 4.020 D_real: 0.006 D_fake: 0.128 +(epoch: 40, iters: 47176, time: 0.302, data: 0.019) G_GAN: 5.184 G_L1: 4.249 D_real: 0.007 D_fake: 0.054 +(epoch: 40, iters: 47276, time: 0.300, data: 0.019) G_GAN: 8.301 G_L1: 4.461 D_real: 0.011 D_fake: 0.017 +(epoch: 40, iters: 47376, time: 0.583, data: 0.019) G_GAN: 4.366 G_L1: 3.824 D_real: 0.296 D_fake: 0.034 +(epoch: 40, iters: 47476, time: 0.294, data: 0.020) G_GAN: 6.256 G_L1: 4.948 D_real: 0.032 D_fake: 0.048 +(epoch: 40, iters: 47576, time: 0.300, data: 0.020) G_GAN: 5.687 G_L1: 4.384 D_real: 0.054 D_fake: 0.016 +(epoch: 40, iters: 47676, time: 0.296, data: 0.019) G_GAN: 4.271 G_L1: 3.055 D_real: 0.062 D_fake: 0.042 +(epoch: 40, iters: 47776, time: 0.388, data: 0.018) G_GAN: 4.185 G_L1: 5.297 D_real: 0.000 D_fake: 0.331 +(epoch: 40, iters: 47876, time: 0.302, data: 0.020) G_GAN: 4.290 G_L1: 3.940 D_real: 0.028 D_fake: 0.027 +(epoch: 40, iters: 47976, time: 0.296, data: 0.018) G_GAN: 5.409 G_L1: 6.771 D_real: 0.011 D_fake: 0.178 +(epoch: 40, iters: 48076, time: 0.298, data: 0.018) G_GAN: 5.624 G_L1: 3.586 D_real: 0.105 D_fake: 0.027 +(epoch: 40, iters: 48176, time: 0.418, data: 0.018) G_GAN: 5.581 G_L1: 5.513 D_real: 0.021 D_fake: 0.017 +(epoch: 40, iters: 48276, time: 0.297, data: 0.022) G_GAN: 5.506 G_L1: 5.070 D_real: 0.050 D_fake: 0.015 +(epoch: 40, iters: 48376, time: 0.296, data: 0.018) G_GAN: 4.694 G_L1: 3.816 D_real: 0.058 D_fake: 0.024 +(epoch: 40, iters: 48476, time: 0.310, data: 0.018) G_GAN: 3.500 G_L1: 3.686 D_real: 0.166 D_fake: 0.061 +(epoch: 40, iters: 48576, time: 0.414, data: 0.019) G_GAN: 4.714 G_L1: 4.228 D_real: 0.007 D_fake: 0.043 +(epoch: 40, iters: 48676, time: 0.303, data: 0.019) G_GAN: 3.999 G_L1: 3.701 D_real: 0.257 D_fake: 0.181 +(epoch: 40, iters: 48776, time: 0.294, data: 0.018) G_GAN: 6.072 G_L1: 5.232 D_real: 0.012 D_fake: 0.023 +(epoch: 40, iters: 48876, time: 0.304, data: 0.019) G_GAN: 5.438 G_L1: 4.592 D_real: 0.002 D_fake: 0.025 +(epoch: 40, iters: 48976, time: 0.417, data: 0.022) G_GAN: 3.464 G_L1: 3.497 D_real: 0.049 D_fake: 0.058 +(epoch: 40, iters: 49076, time: 0.308, data: 0.018) G_GAN: 5.283 G_L1: 4.549 D_real: 0.032 D_fake: 0.026 +(epoch: 40, iters: 49176, time: 0.304, data: 0.018) G_GAN: 7.014 G_L1: 6.622 D_real: 0.004 D_fake: 0.081 +(epoch: 40, iters: 49276, time: 0.304, data: 0.019) G_GAN: 5.138 G_L1: 6.095 D_real: 0.004 D_fake: 0.068 +(epoch: 40, iters: 49376, time: 0.520, data: 0.022) G_GAN: 5.635 G_L1: 8.705 D_real: 0.007 D_fake: 0.040 +(epoch: 40, iters: 49476, time: 0.298, data: 0.019) G_GAN: 4.090 G_L1: 4.098 D_real: 0.173 D_fake: 0.025 +(epoch: 40, iters: 49576, time: 0.306, data: 0.021) G_GAN: 3.649 G_L1: 3.226 D_real: 0.053 D_fake: 0.064 +(epoch: 40, iters: 49676, time: 0.287, data: 0.020) G_GAN: 4.649 G_L1: 4.844 D_real: 0.419 D_fake: 0.005 +(epoch: 40, iters: 49776, time: 0.412, data: 0.015) G_GAN: 4.499 G_L1: 4.394 D_real: 0.094 D_fake: 0.057 +(epoch: 40, iters: 49876, time: 0.300, data: 0.019) G_GAN: 3.322 G_L1: 3.836 D_real: 0.285 D_fake: 0.047 +(epoch: 40, iters: 49976, time: 0.293, data: 0.021) G_GAN: 3.938 G_L1: 2.794 D_real: 0.011 D_fake: 0.117 +(epoch: 40, iters: 50076, time: 0.300, data: 0.020) G_GAN: 4.300 G_L1: 5.368 D_real: 0.028 D_fake: 0.606 +(epoch: 40, iters: 50176, time: 0.410, data: 0.018) G_GAN: 6.587 G_L1: 3.788 D_real: 0.003 D_fake: 0.012 +(epoch: 40, iters: 50276, time: 0.307, data: 0.020) G_GAN: 3.414 G_L1: 3.617 D_real: 0.075 D_fake: 0.069 +(epoch: 40, iters: 50376, time: 0.292, data: 0.018) G_GAN: 3.970 G_L1: 3.238 D_real: 0.000 D_fake: 0.064 +(epoch: 40, iters: 50476, time: 0.306, data: 0.021) G_GAN: 5.326 G_L1: 4.188 D_real: 0.030 D_fake: 0.030 +(epoch: 40, iters: 50576, time: 0.411, data: 0.020) G_GAN: 4.460 G_L1: 2.936 D_real: 0.083 D_fake: 0.085 +(epoch: 40, iters: 50676, time: 0.292, data: 0.018) G_GAN: 5.787 G_L1: 4.103 D_real: 0.026 D_fake: 0.130 +(epoch: 40, iters: 50776, time: 0.306, data: 0.017) G_GAN: 3.733 G_L1: 3.230 D_real: 0.548 D_fake: 0.021 +(epoch: 40, iters: 50876, time: 0.305, data: 0.019) G_GAN: 5.035 G_L1: 4.054 D_real: 0.086 D_fake: 0.044 +(epoch: 40, iters: 50976, time: 0.410, data: 0.018) G_GAN: 4.109 G_L1: 3.747 D_real: 0.041 D_fake: 0.184 +(epoch: 40, iters: 51076, time: 0.294, data: 0.019) G_GAN: 6.843 G_L1: 5.147 D_real: 0.118 D_fake: 0.043 +(epoch: 40, iters: 51176, time: 0.303, data: 0.018) G_GAN: 5.215 G_L1: 6.020 D_real: 0.002 D_fake: 0.049 +(epoch: 40, iters: 51276, time: 0.301, data: 0.017) G_GAN: 6.443 G_L1: 7.005 D_real: 0.016 D_fake: 0.050 +(epoch: 40, iters: 51376, time: 0.597, data: 0.018) G_GAN: 7.457 G_L1: 6.287 D_real: 0.026 D_fake: 0.038 +(epoch: 40, iters: 51476, time: 0.300, data: 0.022) G_GAN: 6.301 G_L1: 4.973 D_real: 0.122 D_fake: 0.025 +(epoch: 40, iters: 51576, time: 0.310, data: 0.021) G_GAN: 5.509 G_L1: 3.616 D_real: 0.032 D_fake: 0.088 +(epoch: 40, iters: 51676, time: 0.306, data: 0.019) G_GAN: 4.608 G_L1: 3.526 D_real: 0.005 D_fake: 0.049 +(epoch: 40, iters: 51776, time: 0.392, data: 0.018) G_GAN: 5.072 G_L1: 3.218 D_real: 0.117 D_fake: 0.048 +(epoch: 40, iters: 51876, time: 0.304, data: 0.019) G_GAN: 5.339 G_L1: 6.350 D_real: 0.006 D_fake: 0.021 +(epoch: 40, iters: 51976, time: 0.307, data: 0.019) G_GAN: 4.854 G_L1: 4.422 D_real: 0.027 D_fake: 0.141 +(epoch: 40, iters: 52076, time: 0.300, data: 0.018) G_GAN: 5.937 G_L1: 5.879 D_real: 0.493 D_fake: 0.005 +(epoch: 40, iters: 52176, time: 0.424, data: 0.018) G_GAN: 4.058 G_L1: 3.587 D_real: 0.068 D_fake: 0.109 +(epoch: 40, iters: 52276, time: 0.305, data: 0.019) G_GAN: 4.330 G_L1: 2.388 D_real: 0.087 D_fake: 0.449 +(epoch: 40, iters: 52376, time: 0.305, data: 0.019) G_GAN: 4.353 G_L1: 3.697 D_real: 0.041 D_fake: 0.067 +(epoch: 40, iters: 52476, time: 0.297, data: 0.020) G_GAN: 4.905 G_L1: 3.478 D_real: 0.044 D_fake: 0.071 +(epoch: 40, iters: 52576, time: 0.415, data: 0.018) G_GAN: 5.339 G_L1: 4.014 D_real: 0.058 D_fake: 0.045 +(epoch: 40, iters: 52676, time: 0.302, data: 0.024) G_GAN: 4.657 G_L1: 5.293 D_real: 0.437 D_fake: 0.147 +(epoch: 40, iters: 52776, time: 0.305, data: 0.021) G_GAN: 4.115 G_L1: 4.373 D_real: 0.154 D_fake: 0.148 +(epoch: 40, iters: 52876, time: 0.301, data: 0.020) G_GAN: 5.714 G_L1: 3.425 D_real: 0.053 D_fake: 0.029 +(epoch: 40, iters: 52976, time: 0.401, data: 0.018) G_GAN: 5.070 G_L1: 4.042 D_real: 0.014 D_fake: 0.218 +(epoch: 40, iters: 53076, time: 0.297, data: 0.016) G_GAN: 4.134 G_L1: 4.028 D_real: 0.107 D_fake: 0.055 +(epoch: 40, iters: 53176, time: 0.293, data: 0.018) G_GAN: 5.002 G_L1: 3.244 D_real: 0.054 D_fake: 0.016 +(epoch: 40, iters: 53276, time: 0.305, data: 0.017) G_GAN: 5.010 G_L1: 5.316 D_real: 0.047 D_fake: 0.053 +(epoch: 40, iters: 53376, time: 0.512, data: 0.019) G_GAN: 5.604 G_L1: 6.802 D_real: 0.001 D_fake: 0.043 +(epoch: 40, iters: 53476, time: 0.303, data: 0.022) G_GAN: 6.579 G_L1: 6.439 D_real: 0.076 D_fake: 0.026 +(epoch: 40, iters: 53576, time: 0.301, data: 0.019) G_GAN: 5.227 G_L1: 3.960 D_real: 0.003 D_fake: 0.137 +(epoch: 40, iters: 53676, time: 0.295, data: 0.019) G_GAN: 4.614 G_L1: 4.182 D_real: 0.064 D_fake: 0.328 +(epoch: 40, iters: 53776, time: 0.392, data: 0.021) G_GAN: 6.168 G_L1: 4.974 D_real: 0.012 D_fake: 0.038 +(epoch: 40, iters: 53876, time: 0.297, data: 0.018) G_GAN: 7.583 G_L1: 13.486 D_real: 0.000 D_fake: 0.002 +(epoch: 40, iters: 53976, time: 0.298, data: 0.018) G_GAN: 5.503 G_L1: 14.446 D_real: 0.026 D_fake: 0.189 +(epoch: 40, iters: 54076, time: 0.303, data: 0.019) G_GAN: 5.025 G_L1: 3.580 D_real: 0.067 D_fake: 0.052 +(epoch: 40, iters: 54176, time: 0.426, data: 0.018) G_GAN: 4.627 G_L1: 3.062 D_real: 0.004 D_fake: 0.070 +(epoch: 40, iters: 54276, time: 0.295, data: 0.019) G_GAN: 5.633 G_L1: 4.763 D_real: 0.021 D_fake: 0.044 +(epoch: 40, iters: 54376, time: 0.292, data: 0.017) G_GAN: 5.374 G_L1: 4.926 D_real: 0.002 D_fake: 0.019 +(epoch: 40, iters: 54476, time: 0.300, data: 0.019) G_GAN: 5.788 G_L1: 7.194 D_real: 0.005 D_fake: 0.037 +(epoch: 40, iters: 54576, time: 0.379, data: 0.018) G_GAN: 5.165 G_L1: 3.834 D_real: 0.042 D_fake: 0.050 +(epoch: 40, iters: 54676, time: 0.281, data: 0.016) G_GAN: 8.964 G_L1: 4.481 D_real: 0.073 D_fake: 0.010 +(epoch: 40, iters: 54776, time: 0.283, data: 0.022) G_GAN: 6.212 G_L1: 3.680 D_real: 0.139 D_fake: 0.070 +(epoch: 40, iters: 54876, time: 0.293, data: 0.021) G_GAN: 3.957 G_L1: 2.587 D_real: 0.043 D_fake: 0.057 +(epoch: 40, iters: 54976, time: 0.413, data: 0.018) G_GAN: 5.787 G_L1: 4.015 D_real: 0.166 D_fake: 0.009 +(epoch: 40, iters: 55076, time: 0.285, data: 0.017) G_GAN: 5.155 G_L1: 10.619 D_real: 0.184 D_fake: 0.010 +(epoch: 40, iters: 55176, time: 0.302, data: 0.017) G_GAN: 5.247 G_L1: 4.023 D_real: 0.013 D_fake: 0.061 +(epoch: 40, iters: 55276, time: 0.284, data: 0.019) G_GAN: 3.920 G_L1: 3.832 D_real: 0.182 D_fake: 0.040 +(epoch: 40, iters: 55376, time: 0.562, data: 0.017) G_GAN: 4.538 G_L1: 7.680 D_real: 0.095 D_fake: 0.031 +(epoch: 40, iters: 55476, time: 0.294, data: 0.017) G_GAN: 2.701 G_L1: 3.906 D_real: 0.630 D_fake: 0.153 +(epoch: 40, iters: 55576, time: 0.282, data: 0.020) G_GAN: 5.466 G_L1: 3.541 D_real: 0.160 D_fake: 0.074 +(epoch: 40, iters: 55676, time: 0.283, data: 0.021) G_GAN: 4.531 G_L1: 2.844 D_real: 0.009 D_fake: 0.055 +(epoch: 40, iters: 55776, time: 0.405, data: 0.017) G_GAN: 5.054 G_L1: 2.913 D_real: 0.666 D_fake: 0.027 +(epoch: 40, iters: 55876, time: 0.297, data: 0.018) G_GAN: 5.467 G_L1: 4.880 D_real: 0.002 D_fake: 0.035 +(epoch: 40, iters: 55976, time: 0.295, data: 0.018) G_GAN: 3.657 G_L1: 3.983 D_real: 0.114 D_fake: 0.027 +(epoch: 40, iters: 56076, time: 0.283, data: 0.021) G_GAN: 4.334 G_L1: 5.164 D_real: 0.017 D_fake: 0.115 +(epoch: 40, iters: 56176, time: 0.399, data: 0.019) G_GAN: 5.692 G_L1: 5.658 D_real: 0.065 D_fake: 0.012 +(epoch: 40, iters: 56276, time: 0.295, data: 0.018) G_GAN: 4.381 G_L1: 4.955 D_real: 0.330 D_fake: 0.024 +(epoch: 40, iters: 56376, time: 0.299, data: 0.017) G_GAN: 7.029 G_L1: 3.847 D_real: 0.016 D_fake: 0.018 +(epoch: 40, iters: 56476, time: 0.281, data: 0.019) G_GAN: 5.349 G_L1: 3.588 D_real: 0.063 D_fake: 0.052 +(epoch: 40, iters: 56576, time: 0.399, data: 0.016) G_GAN: 5.159 G_L1: 3.458 D_real: 0.007 D_fake: 0.040 +(epoch: 40, iters: 56676, time: 0.299, data: 0.021) G_GAN: 5.290 G_L1: 4.375 D_real: 0.023 D_fake: 0.103 +(epoch: 40, iters: 56776, time: 0.289, data: 0.020) G_GAN: 4.194 G_L1: 5.217 D_real: 0.184 D_fake: 0.100 +(epoch: 40, iters: 56876, time: 0.291, data: 0.017) G_GAN: 4.852 G_L1: 4.600 D_real: 0.028 D_fake: 0.046 +(epoch: 40, iters: 56976, time: 0.400, data: 0.016) G_GAN: 4.469 G_L1: 6.777 D_real: 0.270 D_fake: 0.055 +(epoch: 40, iters: 57076, time: 0.291, data: 0.016) G_GAN: 4.559 G_L1: 5.811 D_real: 0.512 D_fake: 0.189 +(epoch: 40, iters: 57176, time: 0.291, data: 0.017) G_GAN: 6.862 G_L1: 5.134 D_real: 0.016 D_fake: 0.090 +(epoch: 40, iters: 57276, time: 0.290, data: 0.021) G_GAN: 4.434 G_L1: 4.168 D_real: 0.001 D_fake: 0.348 +(epoch: 40, iters: 57376, time: 0.538, data: 0.018) G_GAN: 5.375 G_L1: 3.638 D_real: 0.028 D_fake: 0.018 +(epoch: 40, iters: 57476, time: 0.298, data: 0.018) G_GAN: 3.990 G_L1: 3.173 D_real: 0.017 D_fake: 0.173 +(epoch: 40, iters: 57576, time: 0.289, data: 0.018) G_GAN: 3.006 G_L1: 2.485 D_real: 0.003 D_fake: 0.171 +(epoch: 40, iters: 57676, time: 0.291, data: 0.017) G_GAN: 5.693 G_L1: 4.277 D_real: 0.102 D_fake: 0.020 +(epoch: 40, iters: 57776, time: 0.410, data: 0.016) G_GAN: 4.401 G_L1: 5.269 D_real: 0.038 D_fake: 0.079 +(epoch: 40, iters: 57876, time: 0.298, data: 0.020) G_GAN: 4.894 G_L1: 3.358 D_real: 0.030 D_fake: 0.085 +(epoch: 40, iters: 57976, time: 0.304, data: 0.018) G_GAN: 4.632 G_L1: 4.289 D_real: 0.018 D_fake: 0.073 +(epoch: 40, iters: 58076, time: 0.290, data: 0.019) G_GAN: 3.719 G_L1: 4.062 D_real: 0.003 D_fake: 0.110 +(epoch: 40, iters: 58176, time: 0.418, data: 0.017) G_GAN: 4.629 G_L1: 4.535 D_real: 0.014 D_fake: 0.053 +(epoch: 40, iters: 58276, time: 0.296, data: 0.018) G_GAN: 4.421 G_L1: 4.253 D_real: 0.069 D_fake: 0.130 +(epoch: 40, iters: 58376, time: 0.291, data: 0.022) G_GAN: 5.451 G_L1: 5.686 D_real: 0.689 D_fake: 0.027 +(epoch: 40, iters: 58476, time: 0.299, data: 0.015) G_GAN: 4.390 G_L1: 5.275 D_real: 0.004 D_fake: 0.081 +(epoch: 40, iters: 58576, time: 0.400, data: 0.018) G_GAN: 4.569 G_L1: 3.852 D_real: 0.138 D_fake: 0.051 +(epoch: 40, iters: 58676, time: 0.293, data: 0.018) G_GAN: 3.632 G_L1: 4.406 D_real: 0.236 D_fake: 0.062 +(epoch: 40, iters: 58776, time: 0.302, data: 0.017) G_GAN: 7.497 G_L1: 5.594 D_real: 0.026 D_fake: 0.038 +(epoch: 40, iters: 58876, time: 0.295, data: 0.019) G_GAN: 3.799 G_L1: 3.672 D_real: 0.285 D_fake: 0.161 +(epoch: 40, iters: 58976, time: 0.414, data: 0.017) G_GAN: 4.540 G_L1: 4.359 D_real: 0.019 D_fake: 0.058 +(epoch: 40, iters: 59076, time: 0.281, data: 0.019) G_GAN: 4.026 G_L1: 5.161 D_real: 0.056 D_fake: 0.033 +(epoch: 40, iters: 59176, time: 0.294, data: 0.018) G_GAN: 4.416 G_L1: 2.972 D_real: 0.013 D_fake: 0.048 +(epoch: 40, iters: 59276, time: 0.296, data: 0.017) G_GAN: 4.254 G_L1: 3.651 D_real: 0.029 D_fake: 0.122 +(epoch: 40, iters: 59376, time: 0.568, data: 0.018) G_GAN: 5.170 G_L1: 4.846 D_real: 0.089 D_fake: 0.084 +(epoch: 40, iters: 59476, time: 0.300, data: 0.018) G_GAN: 6.406 G_L1: 3.910 D_real: 0.014 D_fake: 0.033 +(epoch: 40, iters: 59576, time: 0.298, data: 0.020) G_GAN: 4.063 G_L1: 4.596 D_real: 0.039 D_fake: 0.262 +(epoch: 40, iters: 59676, time: 0.293, data: 0.018) G_GAN: 3.357 G_L1: 2.379 D_real: 0.175 D_fake: 0.155 +(epoch: 40, iters: 59776, time: 0.404, data: 0.018) G_GAN: 4.752 G_L1: 3.795 D_real: 0.001 D_fake: 0.380 +(epoch: 40, iters: 59876, time: 0.295, data: 0.018) G_GAN: 4.963 G_L1: 4.469 D_real: 0.011 D_fake: 0.044 +(epoch: 40, iters: 59976, time: 0.279, data: 0.019) G_GAN: 5.817 G_L1: 6.000 D_real: 0.000 D_fake: 0.025 +(epoch: 41, iters: 60, time: 0.299, data: 0.017) G_GAN: 5.579 G_L1: 3.363 D_real: 0.013 D_fake: 0.035 +(epoch: 41, iters: 160, time: 0.593, data: 0.018) G_GAN: 9.363 G_L1: 6.436 D_real: 0.003 D_fake: 1.506 +(epoch: 41, iters: 260, time: 0.297, data: 0.021) G_GAN: 4.739 G_L1: 5.130 D_real: 0.083 D_fake: 0.033 +(epoch: 41, iters: 360, time: 0.300, data: 0.019) G_GAN: 4.524 G_L1: 2.374 D_real: 0.001 D_fake: 0.396 +(epoch: 41, iters: 460, time: 0.305, data: 0.023) G_GAN: 5.082 G_L1: 5.028 D_real: 0.065 D_fake: 0.047 +(epoch: 41, iters: 560, time: 0.393, data: 0.019) G_GAN: 6.141 G_L1: 2.996 D_real: 0.028 D_fake: 0.029 +(epoch: 41, iters: 660, time: 0.302, data: 0.019) G_GAN: 4.601 G_L1: 5.508 D_real: 0.094 D_fake: 0.212 +(epoch: 41, iters: 760, time: 0.288, data: 0.019) G_GAN: 6.494 G_L1: 7.131 D_real: 0.034 D_fake: 0.033 +(epoch: 41, iters: 860, time: 0.296, data: 0.019) G_GAN: 5.888 G_L1: 8.011 D_real: 0.003 D_fake: 0.016 +(epoch: 41, iters: 960, time: 0.427, data: 0.018) G_GAN: 6.689 G_L1: 3.629 D_real: 0.238 D_fake: 0.235 +(epoch: 41, iters: 1060, time: 0.292, data: 0.019) G_GAN: 3.195 G_L1: 3.234 D_real: 0.329 D_fake: 0.093 +(epoch: 41, iters: 1160, time: 0.300, data: 0.019) G_GAN: 3.464 G_L1: 3.460 D_real: 0.547 D_fake: 0.055 +(epoch: 41, iters: 1260, time: 0.293, data: 0.021) G_GAN: 6.065 G_L1: 7.276 D_real: 0.036 D_fake: 0.203 +(epoch: 41, iters: 1360, time: 0.512, data: 0.019) G_GAN: 4.542 G_L1: 4.229 D_real: 0.020 D_fake: 0.376 +(epoch: 41, iters: 1460, time: 0.302, data: 0.020) G_GAN: 3.293 G_L1: 4.030 D_real: 0.302 D_fake: 0.146 +(epoch: 41, iters: 1560, time: 0.298, data: 0.020) G_GAN: 3.660 G_L1: 4.314 D_real: 0.176 D_fake: 0.161 +(epoch: 41, iters: 1660, time: 0.303, data: 0.018) G_GAN: 3.766 G_L1: 2.763 D_real: 0.013 D_fake: 0.128 +(epoch: 41, iters: 1760, time: 0.415, data: 0.018) G_GAN: 5.364 G_L1: 9.087 D_real: 0.021 D_fake: 0.098 +(epoch: 41, iters: 1860, time: 0.287, data: 0.021) G_GAN: 3.419 G_L1: 3.198 D_real: 0.475 D_fake: 0.113 +(epoch: 41, iters: 1960, time: 0.303, data: 0.018) G_GAN: 4.654 G_L1: 3.997 D_real: 0.017 D_fake: 0.156 +(epoch: 41, iters: 2060, time: 0.296, data: 0.020) G_GAN: 4.775 G_L1: 3.762 D_real: 0.090 D_fake: 0.330 +(epoch: 41, iters: 2160, time: 0.388, data: 0.020) G_GAN: 4.072 G_L1: 3.316 D_real: 0.079 D_fake: 0.102 +(epoch: 41, iters: 2260, time: 0.304, data: 0.021) G_GAN: 4.044 G_L1: 3.187 D_real: 0.124 D_fake: 0.030 +(epoch: 41, iters: 2360, time: 0.307, data: 0.019) G_GAN: 3.031 G_L1: 2.453 D_real: 0.068 D_fake: 0.049 +(epoch: 41, iters: 2460, time: 0.297, data: 0.020) G_GAN: 7.750 G_L1: 6.545 D_real: 0.160 D_fake: 0.005 +(epoch: 41, iters: 2560, time: 0.430, data: 0.019) G_GAN: 5.970 G_L1: 5.102 D_real: 0.048 D_fake: 0.162 +(epoch: 41, iters: 2660, time: 0.286, data: 0.020) G_GAN: 4.811 G_L1: 3.322 D_real: 0.030 D_fake: 0.050 +(epoch: 41, iters: 2760, time: 0.301, data: 0.018) G_GAN: 5.079 G_L1: 2.926 D_real: 0.005 D_fake: 0.047 +(epoch: 41, iters: 2860, time: 0.304, data: 0.020) G_GAN: 5.742 G_L1: 4.462 D_real: 0.009 D_fake: 0.175 +(epoch: 41, iters: 2960, time: 0.402, data: 0.023) G_GAN: 5.288 G_L1: 4.947 D_real: 0.001 D_fake: 0.340 +(epoch: 41, iters: 3060, time: 0.293, data: 0.019) G_GAN: 3.858 G_L1: 3.291 D_real: 0.025 D_fake: 0.355 +(epoch: 41, iters: 3160, time: 0.301, data: 0.017) G_GAN: 3.827 G_L1: 2.770 D_real: 0.113 D_fake: 0.146 +(epoch: 41, iters: 3260, time: 0.292, data: 0.019) G_GAN: 3.916 G_L1: 3.686 D_real: 0.029 D_fake: 0.058 +(epoch: 41, iters: 3360, time: 0.565, data: 0.017) G_GAN: 4.242 G_L1: 5.350 D_real: 0.132 D_fake: 0.055 +(epoch: 41, iters: 3460, time: 0.303, data: 0.019) G_GAN: 4.675 G_L1: 3.595 D_real: 0.008 D_fake: 0.329 +(epoch: 41, iters: 3560, time: 0.298, data: 0.020) G_GAN: 3.299 G_L1: 3.961 D_real: 0.280 D_fake: 0.050 +(epoch: 41, iters: 3660, time: 0.283, data: 0.020) G_GAN: 5.528 G_L1: 5.578 D_real: 0.016 D_fake: 0.398 +(epoch: 41, iters: 3760, time: 0.376, data: 0.017) G_GAN: 5.156 G_L1: 3.217 D_real: 0.035 D_fake: 0.090 +(epoch: 41, iters: 3860, time: 0.289, data: 0.021) G_GAN: 4.168 G_L1: 4.412 D_real: 0.003 D_fake: 0.370 +(epoch: 41, iters: 3960, time: 0.302, data: 0.017) G_GAN: 4.719 G_L1: 3.772 D_real: 0.129 D_fake: 0.052 +(epoch: 41, iters: 4060, time: 0.294, data: 0.019) G_GAN: 2.665 G_L1: 10.218 D_real: 0.161 D_fake: 0.147 +(epoch: 41, iters: 4160, time: 0.385, data: 0.019) G_GAN: 3.677 G_L1: 2.586 D_real: 0.160 D_fake: 0.100 +(epoch: 41, iters: 4260, time: 0.297, data: 0.019) G_GAN: 3.938 G_L1: 3.554 D_real: 0.004 D_fake: 0.147 +(epoch: 41, iters: 4360, time: 0.308, data: 0.020) G_GAN: 5.342 G_L1: 2.670 D_real: 0.014 D_fake: 0.036 +(epoch: 41, iters: 4460, time: 0.296, data: 0.022) G_GAN: 5.117 G_L1: 5.472 D_real: 0.005 D_fake: 0.012 +(epoch: 41, iters: 4560, time: 0.383, data: 0.020) G_GAN: 3.849 G_L1: 3.706 D_real: 0.073 D_fake: 0.134 +(epoch: 41, iters: 4660, time: 0.305, data: 0.020) G_GAN: 5.253 G_L1: 6.382 D_real: 0.048 D_fake: 0.078 +(epoch: 41, iters: 4760, time: 0.291, data: 0.019) G_GAN: 6.046 G_L1: 3.640 D_real: 0.001 D_fake: 0.012 +(epoch: 41, iters: 4860, time: 0.291, data: 0.017) G_GAN: 2.243 G_L1: 2.764 D_real: 1.022 D_fake: 0.023 +(epoch: 41, iters: 4960, time: 0.391, data: 0.018) G_GAN: 2.594 G_L1: 3.049 D_real: 0.305 D_fake: 0.097 +(epoch: 41, iters: 5060, time: 0.300, data: 0.019) G_GAN: 3.914 G_L1: 4.026 D_real: 0.115 D_fake: 0.077 +(epoch: 41, iters: 5160, time: 0.292, data: 0.018) G_GAN: 5.246 G_L1: 2.552 D_real: 0.020 D_fake: 0.058 +(epoch: 41, iters: 5260, time: 0.300, data: 0.017) G_GAN: 5.332 G_L1: 3.904 D_real: 0.021 D_fake: 0.200 +(epoch: 41, iters: 5360, time: 0.506, data: 0.018) G_GAN: 6.845 G_L1: 6.548 D_real: 0.071 D_fake: 0.005 +(epoch: 41, iters: 5460, time: 0.301, data: 0.019) G_GAN: 4.712 G_L1: 1.898 D_real: 0.011 D_fake: 0.046 +(epoch: 41, iters: 5560, time: 0.300, data: 0.018) G_GAN: 5.761 G_L1: 9.346 D_real: 0.004 D_fake: 0.018 +(epoch: 41, iters: 5660, time: 0.293, data: 0.019) G_GAN: 4.798 G_L1: 4.791 D_real: 0.264 D_fake: 0.027 +(epoch: 41, iters: 5760, time: 0.414, data: 0.018) G_GAN: 5.762 G_L1: 4.123 D_real: 0.000 D_fake: 0.011 +(epoch: 41, iters: 5860, time: 0.297, data: 0.019) G_GAN: 3.823 G_L1: 4.810 D_real: 0.073 D_fake: 0.111 +(epoch: 41, iters: 5960, time: 0.298, data: 0.017) G_GAN: 3.757 G_L1: 3.707 D_real: 0.031 D_fake: 0.437 +(epoch: 41, iters: 6060, time: 0.302, data: 0.019) G_GAN: 4.718 G_L1: 4.861 D_real: 0.062 D_fake: 0.021 +(epoch: 41, iters: 6160, time: 0.419, data: 0.017) G_GAN: 4.469 G_L1: 6.196 D_real: 0.233 D_fake: 0.169 +(epoch: 41, iters: 6260, time: 0.273, data: 0.020) G_GAN: 4.819 G_L1: 6.370 D_real: 0.008 D_fake: 0.043 +(epoch: 41, iters: 6360, time: 0.280, data: 0.014) G_GAN: 6.080 G_L1: 4.150 D_real: 0.022 D_fake: 0.014 +(epoch: 41, iters: 6460, time: 0.293, data: 0.016) G_GAN: 6.562 G_L1: 4.066 D_real: 0.000 D_fake: 0.026 +(epoch: 41, iters: 6560, time: 0.393, data: 0.022) G_GAN: 5.617 G_L1: 5.172 D_real: 0.002 D_fake: 0.010 +(epoch: 41, iters: 6660, time: 0.298, data: 0.018) G_GAN: 5.335 G_L1: 2.915 D_real: 0.001 D_fake: 0.018 +(epoch: 41, iters: 6760, time: 0.293, data: 0.019) G_GAN: 8.486 G_L1: 6.626 D_real: 0.048 D_fake: 0.002 +(epoch: 41, iters: 6860, time: 0.304, data: 0.021) G_GAN: 5.016 G_L1: 5.552 D_real: 0.000 D_fake: 0.032 +(epoch: 41, iters: 6960, time: 0.401, data: 0.017) G_GAN: 5.380 G_L1: 2.908 D_real: 0.126 D_fake: 0.010 +(epoch: 41, iters: 7060, time: 0.300, data: 0.017) G_GAN: 3.040 G_L1: 3.928 D_real: 0.112 D_fake: 0.092 +(epoch: 41, iters: 7160, time: 0.302, data: 0.020) G_GAN: 4.953 G_L1: 4.881 D_real: 0.029 D_fake: 0.030 +(epoch: 41, iters: 7260, time: 0.293, data: 0.017) G_GAN: 4.401 G_L1: 14.677 D_real: 0.000 D_fake: 0.160 +(epoch: 41, iters: 7360, time: 0.571, data: 0.017) G_GAN: 5.461 G_L1: 4.901 D_real: 0.002 D_fake: 0.023 +(epoch: 41, iters: 7460, time: 0.299, data: 0.019) G_GAN: 4.590 G_L1: 4.213 D_real: 0.002 D_fake: 0.033 +(epoch: 41, iters: 7560, time: 0.302, data: 0.020) G_GAN: 6.409 G_L1: 6.901 D_real: 0.000 D_fake: 0.007 +(epoch: 41, iters: 7660, time: 0.299, data: 0.018) G_GAN: 6.612 G_L1: 6.726 D_real: 0.037 D_fake: 0.009 +(epoch: 41, iters: 7760, time: 0.408, data: 0.019) G_GAN: 5.207 G_L1: 4.240 D_real: 0.075 D_fake: 0.037 +(epoch: 41, iters: 7860, time: 0.302, data: 0.020) G_GAN: 4.361 G_L1: 4.867 D_real: 0.017 D_fake: 0.054 +(epoch: 41, iters: 7960, time: 0.294, data: 0.019) G_GAN: 4.369 G_L1: 4.160 D_real: 0.004 D_fake: 0.059 +(epoch: 41, iters: 8060, time: 0.298, data: 0.017) G_GAN: 5.023 G_L1: 4.131 D_real: 0.029 D_fake: 0.113 +(epoch: 41, iters: 8160, time: 0.421, data: 0.017) G_GAN: 6.057 G_L1: 3.937 D_real: 0.012 D_fake: 0.021 +(epoch: 41, iters: 8260, time: 0.293, data: 0.018) G_GAN: 4.570 G_L1: 4.370 D_real: 0.044 D_fake: 0.229 +(epoch: 41, iters: 8360, time: 0.291, data: 0.017) G_GAN: 5.316 G_L1: 4.114 D_real: 0.007 D_fake: 0.050 +(epoch: 41, iters: 8460, time: 0.304, data: 0.017) G_GAN: 5.546 G_L1: 4.172 D_real: 0.018 D_fake: 0.054 +(epoch: 41, iters: 8560, time: 0.412, data: 0.018) G_GAN: 3.713 G_L1: 4.209 D_real: 0.020 D_fake: 0.175 +(epoch: 41, iters: 8660, time: 0.294, data: 0.022) G_GAN: 4.663 G_L1: 3.414 D_real: 0.247 D_fake: 0.016 +(epoch: 41, iters: 8760, time: 0.289, data: 0.017) G_GAN: 4.511 G_L1: 3.843 D_real: 0.000 D_fake: 0.112 +(epoch: 41, iters: 8860, time: 0.302, data: 0.023) G_GAN: 4.327 G_L1: 3.940 D_real: 0.049 D_fake: 0.048 +(epoch: 41, iters: 8960, time: 0.404, data: 0.019) G_GAN: 6.502 G_L1: 3.925 D_real: 0.064 D_fake: 0.068 +(epoch: 41, iters: 9060, time: 0.290, data: 0.020) G_GAN: 6.045 G_L1: 3.735 D_real: 0.038 D_fake: 0.033 +(epoch: 41, iters: 9160, time: 0.306, data: 0.018) G_GAN: 4.245 G_L1: 3.672 D_real: 0.027 D_fake: 0.044 +(epoch: 41, iters: 9260, time: 0.302, data: 0.018) G_GAN: 5.883 G_L1: 4.577 D_real: 0.000 D_fake: 0.012 +(epoch: 41, iters: 9360, time: 0.564, data: 0.019) G_GAN: 5.132 G_L1: 3.996 D_real: 0.000 D_fake: 0.246 +(epoch: 41, iters: 9460, time: 0.296, data: 0.019) G_GAN: 3.313 G_L1: 3.603 D_real: 0.265 D_fake: 0.083 +(epoch: 41, iters: 9560, time: 0.300, data: 0.021) G_GAN: 3.731 G_L1: 3.105 D_real: 0.005 D_fake: 0.060 +(epoch: 41, iters: 9660, time: 0.298, data: 0.022) G_GAN: 5.658 G_L1: 3.785 D_real: 0.003 D_fake: 0.029 +(epoch: 41, iters: 9760, time: 0.424, data: 0.018) G_GAN: 6.023 G_L1: 3.702 D_real: 0.074 D_fake: 0.075 +(epoch: 41, iters: 9860, time: 0.293, data: 0.018) G_GAN: 6.513 G_L1: 4.102 D_real: 0.034 D_fake: 0.053 +(epoch: 41, iters: 9960, time: 0.302, data: 0.018) G_GAN: 6.323 G_L1: 4.658 D_real: 0.448 D_fake: 0.005 +(epoch: 41, iters: 10060, time: 0.292, data: 0.018) G_GAN: 6.070 G_L1: 4.762 D_real: 0.001 D_fake: 0.030 +(epoch: 41, iters: 10160, time: 0.413, data: 0.018) G_GAN: 6.680 G_L1: 3.843 D_real: 0.110 D_fake: 0.449 +(epoch: 41, iters: 10260, time: 0.299, data: 0.018) G_GAN: 8.347 G_L1: 4.219 D_real: 0.012 D_fake: 0.021 +(epoch: 41, iters: 10360, time: 0.304, data: 0.022) G_GAN: 3.234 G_L1: 3.560 D_real: 0.503 D_fake: 0.030 +(epoch: 41, iters: 10460, time: 0.304, data: 0.019) G_GAN: 4.796 G_L1: 5.252 D_real: 0.070 D_fake: 0.094 +(epoch: 41, iters: 10560, time: 0.411, data: 0.018) G_GAN: 8.186 G_L1: 7.128 D_real: 0.038 D_fake: 0.007 +(epoch: 41, iters: 10660, time: 0.305, data: 0.018) G_GAN: 6.584 G_L1: 3.755 D_real: 0.078 D_fake: 0.016 +(epoch: 41, iters: 10760, time: 0.303, data: 0.021) G_GAN: 8.312 G_L1: 4.048 D_real: 0.023 D_fake: 0.024 +(epoch: 41, iters: 10860, time: 0.302, data: 0.019) G_GAN: 6.805 G_L1: 10.774 D_real: 0.020 D_fake: 0.057 +(epoch: 41, iters: 10960, time: 0.420, data: 0.019) G_GAN: 4.240 G_L1: 4.573 D_real: 0.028 D_fake: 0.032 +(epoch: 41, iters: 11060, time: 0.301, data: 0.019) G_GAN: 3.979 G_L1: 2.245 D_real: 0.170 D_fake: 0.109 +(epoch: 41, iters: 11160, time: 0.307, data: 0.019) G_GAN: 4.358 G_L1: 3.120 D_real: 0.086 D_fake: 0.047 +(epoch: 41, iters: 11260, time: 0.304, data: 0.021) G_GAN: 5.930 G_L1: 3.865 D_real: 0.048 D_fake: 0.030 +(epoch: 41, iters: 11360, time: 0.574, data: 0.019) G_GAN: 5.922 G_L1: 6.274 D_real: 0.022 D_fake: 0.012 +(epoch: 41, iters: 11460, time: 0.296, data: 0.019) G_GAN: 6.295 G_L1: 4.077 D_real: 0.066 D_fake: 0.030 +(epoch: 41, iters: 11560, time: 0.303, data: 0.020) G_GAN: 6.447 G_L1: 3.382 D_real: 0.001 D_fake: 0.008 +(epoch: 41, iters: 11660, time: 0.302, data: 0.019) G_GAN: 5.112 G_L1: 7.085 D_real: 0.045 D_fake: 0.028 +(epoch: 41, iters: 11760, time: 0.426, data: 0.019) G_GAN: 6.489 G_L1: 3.398 D_real: 0.110 D_fake: 0.004 +(epoch: 41, iters: 11860, time: 0.296, data: 0.019) G_GAN: 4.816 G_L1: 8.494 D_real: 0.010 D_fake: 0.043 +(epoch: 41, iters: 11960, time: 0.295, data: 0.018) G_GAN: 4.188 G_L1: 3.543 D_real: 0.280 D_fake: 0.020 +(epoch: 41, iters: 12060, time: 0.301, data: 0.019) G_GAN: 6.500 G_L1: 8.153 D_real: 0.188 D_fake: 0.045 +(epoch: 41, iters: 12160, time: 0.406, data: 0.023) G_GAN: 6.783 G_L1: 4.606 D_real: 0.008 D_fake: 0.006 +(epoch: 41, iters: 12260, time: 0.302, data: 0.018) G_GAN: 4.364 G_L1: 4.113 D_real: 0.172 D_fake: 0.035 +(epoch: 41, iters: 12360, time: 0.302, data: 0.018) G_GAN: 7.890 G_L1: 2.790 D_real: 0.027 D_fake: 0.002 +(epoch: 41, iters: 12460, time: 0.298, data: 0.019) G_GAN: 5.360 G_L1: 4.304 D_real: 0.030 D_fake: 0.016 +(epoch: 41, iters: 12560, time: 0.382, data: 0.023) G_GAN: 4.926 G_L1: 3.748 D_real: 0.164 D_fake: 0.052 +(epoch: 41, iters: 12660, time: 0.291, data: 0.019) G_GAN: 6.168 G_L1: 5.886 D_real: 0.000 D_fake: 0.059 +(epoch: 41, iters: 12760, time: 0.300, data: 0.019) G_GAN: 6.737 G_L1: 3.687 D_real: 0.003 D_fake: 0.007 +(epoch: 41, iters: 12860, time: 0.301, data: 0.017) G_GAN: 5.640 G_L1: 4.029 D_real: 0.005 D_fake: 0.061 +(epoch: 41, iters: 12960, time: 0.420, data: 0.018) G_GAN: 5.296 G_L1: 6.782 D_real: 0.000 D_fake: 0.094 +(epoch: 41, iters: 13060, time: 0.294, data: 0.018) G_GAN: 5.505 G_L1: 6.973 D_real: 0.017 D_fake: 0.014 +(epoch: 41, iters: 13160, time: 0.296, data: 0.018) G_GAN: 5.445 G_L1: 2.463 D_real: 0.110 D_fake: 0.015 +(epoch: 41, iters: 13260, time: 0.297, data: 0.020) G_GAN: 5.267 G_L1: 3.616 D_real: 0.044 D_fake: 0.138 +(epoch: 41, iters: 13360, time: 0.550, data: 0.022) G_GAN: 4.304 G_L1: 3.025 D_real: 0.062 D_fake: 0.116 +(epoch: 41, iters: 13460, time: 0.304, data: 0.019) G_GAN: 5.213 G_L1: 5.516 D_real: 0.001 D_fake: 0.021 +(epoch: 41, iters: 13560, time: 0.307, data: 0.020) G_GAN: 4.738 G_L1: 4.035 D_real: 0.009 D_fake: 0.022 +(epoch: 41, iters: 13660, time: 0.299, data: 0.018) G_GAN: 5.914 G_L1: 8.117 D_real: 0.002 D_fake: 0.047 +(epoch: 41, iters: 13760, time: 0.425, data: 0.018) G_GAN: 6.693 G_L1: 4.575 D_real: 0.038 D_fake: 0.150 +(epoch: 41, iters: 13860, time: 0.291, data: 0.019) G_GAN: 8.473 G_L1: 4.650 D_real: 0.001 D_fake: 0.044 +(epoch: 41, iters: 13960, time: 0.298, data: 0.018) G_GAN: 8.226 G_L1: 3.545 D_real: 0.060 D_fake: 0.002 +(epoch: 41, iters: 14060, time: 0.303, data: 0.018) G_GAN: 6.264 G_L1: 6.115 D_real: 0.011 D_fake: 0.040 +(epoch: 41, iters: 14160, time: 0.421, data: 0.019) G_GAN: 6.083 G_L1: 3.946 D_real: 0.000 D_fake: 0.175 +(epoch: 41, iters: 14260, time: 0.300, data: 0.019) G_GAN: 4.546 G_L1: 4.069 D_real: 0.004 D_fake: 0.105 +(epoch: 41, iters: 14360, time: 0.293, data: 0.019) G_GAN: 4.857 G_L1: 3.850 D_real: 0.024 D_fake: 0.022 +(epoch: 41, iters: 14460, time: 0.302, data: 0.020) G_GAN: 5.721 G_L1: 3.189 D_real: 0.011 D_fake: 0.020 +(epoch: 41, iters: 14560, time: 0.418, data: 0.018) G_GAN: 4.089 G_L1: 4.338 D_real: 0.000 D_fake: 0.063 +(epoch: 41, iters: 14660, time: 0.301, data: 0.019) G_GAN: 5.623 G_L1: 3.021 D_real: 0.089 D_fake: 0.019 +(epoch: 41, iters: 14760, time: 0.295, data: 0.019) G_GAN: 5.290 G_L1: 4.219 D_real: 0.089 D_fake: 0.038 +(epoch: 41, iters: 14860, time: 0.300, data: 0.017) G_GAN: 4.714 G_L1: 3.023 D_real: 0.018 D_fake: 0.086 +(epoch: 41, iters: 14960, time: 0.410, data: 0.018) G_GAN: 2.886 G_L1: 2.832 D_real: 0.754 D_fake: 0.026 +(epoch: 41, iters: 15060, time: 0.304, data: 0.019) G_GAN: 4.715 G_L1: 3.075 D_real: 0.092 D_fake: 0.114 +(epoch: 41, iters: 15160, time: 0.301, data: 0.018) G_GAN: 7.839 G_L1: 3.771 D_real: 0.242 D_fake: 0.004 +(epoch: 41, iters: 15260, time: 0.297, data: 0.019) G_GAN: 6.921 G_L1: 5.725 D_real: 0.009 D_fake: 0.075 +(epoch: 41, iters: 15360, time: 0.579, data: 0.018) G_GAN: 4.113 G_L1: 4.089 D_real: 0.002 D_fake: 0.216 +(epoch: 41, iters: 15460, time: 0.302, data: 0.019) G_GAN: 6.837 G_L1: 4.849 D_real: 0.009 D_fake: 0.015 +(epoch: 41, iters: 15560, time: 0.299, data: 0.017) G_GAN: 6.141 G_L1: 6.671 D_real: 0.005 D_fake: 0.019 +(epoch: 41, iters: 15660, time: 0.304, data: 0.022) G_GAN: 4.636 G_L1: 3.856 D_real: 0.024 D_fake: 0.025 +(epoch: 41, iters: 15760, time: 0.422, data: 0.017) G_GAN: 4.406 G_L1: 6.990 D_real: 0.017 D_fake: 0.096 +(epoch: 41, iters: 15860, time: 0.302, data: 0.018) G_GAN: 5.068 G_L1: 3.571 D_real: 1.042 D_fake: 0.014 +(epoch: 41, iters: 15960, time: 0.304, data: 0.017) G_GAN: 4.457 G_L1: 4.436 D_real: 0.014 D_fake: 0.072 +(epoch: 41, iters: 16060, time: 0.304, data: 0.022) G_GAN: 6.399 G_L1: 2.990 D_real: 0.092 D_fake: 0.004 +(epoch: 41, iters: 16160, time: 0.405, data: 0.021) G_GAN: 6.763 G_L1: 3.398 D_real: 0.019 D_fake: 0.119 +(epoch: 41, iters: 16260, time: 0.305, data: 0.021) G_GAN: 5.532 G_L1: 4.188 D_real: 0.003 D_fake: 0.014 +(epoch: 41, iters: 16360, time: 0.302, data: 0.022) G_GAN: 5.184 G_L1: 4.367 D_real: 0.010 D_fake: 0.060 +(epoch: 41, iters: 16460, time: 0.297, data: 0.016) G_GAN: 5.292 G_L1: 7.776 D_real: 0.002 D_fake: 0.129 +(epoch: 41, iters: 16560, time: 0.426, data: 0.023) G_GAN: 7.507 G_L1: 3.651 D_real: 0.105 D_fake: 0.022 +(epoch: 41, iters: 16660, time: 0.306, data: 0.018) G_GAN: 6.408 G_L1: 3.602 D_real: 0.121 D_fake: 0.022 +(epoch: 41, iters: 16760, time: 0.303, data: 0.018) G_GAN: 7.459 G_L1: 5.227 D_real: 0.001 D_fake: 0.017 +(epoch: 41, iters: 16860, time: 0.304, data: 0.018) G_GAN: 6.303 G_L1: 2.690 D_real: 0.107 D_fake: 0.034 +(epoch: 41, iters: 16960, time: 0.407, data: 0.018) G_GAN: 5.703 G_L1: 5.128 D_real: 0.001 D_fake: 0.039 +(epoch: 41, iters: 17060, time: 0.293, data: 0.019) G_GAN: 5.540 G_L1: 4.124 D_real: 1.137 D_fake: 0.001 +(epoch: 41, iters: 17160, time: 0.293, data: 0.018) G_GAN: 5.902 G_L1: 4.804 D_real: 0.264 D_fake: 0.002 +(epoch: 41, iters: 17260, time: 0.303, data: 0.017) G_GAN: 4.815 G_L1: 5.345 D_real: 0.000 D_fake: 0.116 +(epoch: 41, iters: 17360, time: 0.562, data: 0.020) G_GAN: 7.704 G_L1: 4.621 D_real: 0.133 D_fake: 0.002 +(epoch: 41, iters: 17460, time: 0.307, data: 0.019) G_GAN: 5.950 G_L1: 4.003 D_real: 0.200 D_fake: 0.004 +(epoch: 41, iters: 17560, time: 0.295, data: 0.018) G_GAN: 6.700 G_L1: 4.182 D_real: 0.064 D_fake: 0.009 +(epoch: 41, iters: 17660, time: 0.295, data: 0.018) G_GAN: 3.659 G_L1: 3.896 D_real: 0.092 D_fake: 0.195 +(epoch: 41, iters: 17760, time: 0.386, data: 0.018) G_GAN: 5.908 G_L1: 3.882 D_real: 0.019 D_fake: 0.545 +(epoch: 41, iters: 17860, time: 0.293, data: 0.019) G_GAN: 4.755 G_L1: 3.475 D_real: 0.084 D_fake: 0.135 +(epoch: 41, iters: 17960, time: 0.304, data: 0.018) G_GAN: 6.424 G_L1: 6.474 D_real: 0.008 D_fake: 0.017 +(epoch: 41, iters: 18060, time: 0.304, data: 0.019) G_GAN: 6.259 G_L1: 5.056 D_real: 0.001 D_fake: 0.017 +(epoch: 41, iters: 18160, time: 0.401, data: 0.018) G_GAN: 5.942 G_L1: 4.052 D_real: 0.000 D_fake: 0.273 +(epoch: 41, iters: 18260, time: 0.297, data: 0.017) G_GAN: 7.460 G_L1: 3.618 D_real: 0.005 D_fake: 0.022 +(epoch: 41, iters: 18360, time: 0.307, data: 0.017) G_GAN: 6.784 G_L1: 5.769 D_real: 0.008 D_fake: 0.009 +(epoch: 41, iters: 18460, time: 0.302, data: 0.020) G_GAN: 5.748 G_L1: 6.068 D_real: 0.004 D_fake: 0.022 +(epoch: 41, iters: 18560, time: 0.396, data: 0.018) G_GAN: 4.229 G_L1: 5.761 D_real: 0.002 D_fake: 0.062 +(epoch: 41, iters: 18660, time: 0.299, data: 0.016) G_GAN: 4.759 G_L1: 3.755 D_real: 0.038 D_fake: 0.056 +(epoch: 41, iters: 18760, time: 0.302, data: 0.017) G_GAN: 5.265 G_L1: 3.625 D_real: 0.242 D_fake: 0.005 +(epoch: 41, iters: 18860, time: 0.306, data: 0.019) G_GAN: 4.856 G_L1: 7.012 D_real: 0.000 D_fake: 0.068 +(epoch: 41, iters: 18960, time: 0.421, data: 0.018) G_GAN: 5.837 G_L1: 4.539 D_real: 0.351 D_fake: 0.087 +(epoch: 41, iters: 19060, time: 0.303, data: 0.019) G_GAN: 5.104 G_L1: 3.645 D_real: 0.047 D_fake: 0.057 +(epoch: 41, iters: 19160, time: 0.298, data: 0.021) G_GAN: 4.092 G_L1: 3.001 D_real: 0.211 D_fake: 0.058 +(epoch: 41, iters: 19260, time: 0.296, data: 0.019) G_GAN: 5.721 G_L1: 4.762 D_real: 0.032 D_fake: 0.018 +(epoch: 41, iters: 19360, time: 0.608, data: 0.022) G_GAN: 7.232 G_L1: 6.262 D_real: 0.011 D_fake: 0.005 +(epoch: 41, iters: 19460, time: 0.300, data: 0.019) G_GAN: 6.775 G_L1: 5.228 D_real: 0.058 D_fake: 0.011 +(epoch: 41, iters: 19560, time: 0.273, data: 0.018) G_GAN: 4.630 G_L1: 4.175 D_real: 0.054 D_fake: 0.156 +(epoch: 41, iters: 19660, time: 0.299, data: 0.016) G_GAN: 5.270 G_L1: 3.607 D_real: 0.011 D_fake: 0.045 +(epoch: 41, iters: 19760, time: 0.374, data: 0.018) G_GAN: 6.552 G_L1: 5.982 D_real: 0.020 D_fake: 0.205 +(epoch: 41, iters: 19860, time: 0.303, data: 0.019) G_GAN: 3.955 G_L1: 3.253 D_real: 0.312 D_fake: 0.063 +(epoch: 41, iters: 19960, time: 0.292, data: 0.019) G_GAN: 5.542 G_L1: 3.628 D_real: 0.014 D_fake: 0.053 +(epoch: 41, iters: 20060, time: 0.306, data: 0.016) G_GAN: 5.633 G_L1: 3.778 D_real: 0.009 D_fake: 0.017 +(epoch: 41, iters: 20160, time: 0.411, data: 0.019) G_GAN: 5.564 G_L1: 4.146 D_real: 0.003 D_fake: 0.140 +(epoch: 41, iters: 20260, time: 0.306, data: 0.018) G_GAN: 5.310 G_L1: 4.387 D_real: 0.001 D_fake: 0.213 +(epoch: 41, iters: 20360, time: 0.296, data: 0.019) G_GAN: 4.851 G_L1: 4.040 D_real: 0.073 D_fake: 0.050 +(epoch: 41, iters: 20460, time: 0.283, data: 0.018) G_GAN: 4.810 G_L1: 3.557 D_real: 0.052 D_fake: 0.046 +(epoch: 41, iters: 20560, time: 0.417, data: 0.016) G_GAN: 6.840 G_L1: 3.595 D_real: 0.037 D_fake: 0.017 +(epoch: 41, iters: 20660, time: 0.300, data: 0.021) G_GAN: 6.966 G_L1: 6.945 D_real: 0.001 D_fake: 0.072 +(epoch: 41, iters: 20760, time: 0.305, data: 0.022) G_GAN: 3.898 G_L1: 4.513 D_real: 0.665 D_fake: 0.006 +(epoch: 41, iters: 20860, time: 0.309, data: 0.019) G_GAN: 5.782 G_L1: 5.548 D_real: 0.009 D_fake: 0.225 +(epoch: 41, iters: 20960, time: 0.425, data: 0.020) G_GAN: 7.460 G_L1: 4.121 D_real: 0.001 D_fake: 0.006 +(epoch: 41, iters: 21060, time: 0.301, data: 0.018) G_GAN: 9.172 G_L1: 4.897 D_real: 0.001 D_fake: 0.003 +(epoch: 41, iters: 21160, time: 0.301, data: 0.018) G_GAN: 4.933 G_L1: 3.943 D_real: 0.002 D_fake: 0.047 +(epoch: 41, iters: 21260, time: 0.301, data: 0.019) G_GAN: 4.549 G_L1: 5.623 D_real: 0.000 D_fake: 0.111 +(epoch: 41, iters: 21360, time: 0.556, data: 0.018) G_GAN: 4.854 G_L1: 3.817 D_real: 0.004 D_fake: 0.226 +(epoch: 41, iters: 21460, time: 0.296, data: 0.019) G_GAN: 5.984 G_L1: 3.663 D_real: 0.100 D_fake: 0.014 +(epoch: 41, iters: 21560, time: 0.299, data: 0.019) G_GAN: 5.713 G_L1: 5.916 D_real: 0.000 D_fake: 0.066 +(epoch: 41, iters: 21660, time: 0.302, data: 0.018) G_GAN: 5.066 G_L1: 3.071 D_real: 0.100 D_fake: 0.013 +(epoch: 41, iters: 21760, time: 0.423, data: 0.018) G_GAN: 4.952 G_L1: 4.448 D_real: 0.015 D_fake: 0.085 +(epoch: 41, iters: 21860, time: 0.299, data: 0.024) G_GAN: 4.501 G_L1: 9.025 D_real: 0.300 D_fake: 0.015 +(epoch: 41, iters: 21960, time: 0.301, data: 0.019) G_GAN: 4.779 G_L1: 5.754 D_real: 1.274 D_fake: 0.023 +(epoch: 41, iters: 22060, time: 0.305, data: 0.018) G_GAN: 5.375 G_L1: 4.273 D_real: 0.089 D_fake: 0.109 +(epoch: 41, iters: 22160, time: 0.415, data: 0.021) G_GAN: 3.618 G_L1: 4.232 D_real: 0.118 D_fake: 0.061 +(epoch: 41, iters: 22260, time: 0.294, data: 0.018) G_GAN: 3.964 G_L1: 3.844 D_real: 0.464 D_fake: 0.052 +(epoch: 41, iters: 22360, time: 0.297, data: 0.018) G_GAN: 7.131 G_L1: 5.445 D_real: 0.003 D_fake: 0.015 +(epoch: 41, iters: 22460, time: 0.310, data: 0.016) G_GAN: 3.709 G_L1: 5.819 D_real: 0.016 D_fake: 0.091 +(epoch: 41, iters: 22560, time: 0.393, data: 0.018) G_GAN: 5.121 G_L1: 3.994 D_real: 0.159 D_fake: 0.018 +(epoch: 41, iters: 22660, time: 0.288, data: 0.018) G_GAN: 4.972 G_L1: 3.466 D_real: 0.179 D_fake: 0.018 +(epoch: 41, iters: 22760, time: 0.302, data: 0.016) G_GAN: 4.936 G_L1: 3.045 D_real: 0.015 D_fake: 0.041 +(epoch: 41, iters: 22860, time: 0.304, data: 0.017) G_GAN: 4.508 G_L1: 2.681 D_real: 0.005 D_fake: 0.065 +(epoch: 41, iters: 22960, time: 0.418, data: 0.020) G_GAN: 3.900 G_L1: 5.473 D_real: 0.286 D_fake: 0.046 +(epoch: 41, iters: 23060, time: 0.300, data: 0.019) G_GAN: 4.230 G_L1: 3.965 D_real: 0.039 D_fake: 0.063 +(epoch: 41, iters: 23160, time: 0.304, data: 0.018) G_GAN: 3.574 G_L1: 4.166 D_real: 0.212 D_fake: 0.169 +(epoch: 41, iters: 23260, time: 0.300, data: 0.018) G_GAN: 3.194 G_L1: 5.685 D_real: 0.001 D_fake: 0.123 +(epoch: 41, iters: 23360, time: 0.572, data: 0.018) G_GAN: 7.055 G_L1: 3.934 D_real: 0.219 D_fake: 0.007 +(epoch: 41, iters: 23460, time: 0.301, data: 0.018) G_GAN: 6.426 G_L1: 3.524 D_real: 0.002 D_fake: 0.007 +(epoch: 41, iters: 23560, time: 0.295, data: 0.017) G_GAN: 2.935 G_L1: 3.891 D_real: 0.221 D_fake: 0.075 +(epoch: 41, iters: 23660, time: 0.301, data: 0.018) G_GAN: 5.614 G_L1: 3.309 D_real: 0.170 D_fake: 0.010 +(epoch: 41, iters: 23760, time: 0.418, data: 0.017) G_GAN: 3.289 G_L1: 3.382 D_real: 0.799 D_fake: 0.023 +(epoch: 41, iters: 23860, time: 0.308, data: 0.017) G_GAN: 5.565 G_L1: 5.139 D_real: 0.259 D_fake: 0.008 +(epoch: 41, iters: 23960, time: 0.296, data: 0.017) G_GAN: 5.208 G_L1: 3.033 D_real: 0.259 D_fake: 0.012 +(epoch: 41, iters: 24060, time: 0.294, data: 0.019) G_GAN: 4.894 G_L1: 4.785 D_real: 0.000 D_fake: 0.043 +(epoch: 41, iters: 24160, time: 0.417, data: 0.017) G_GAN: 8.223 G_L1: 4.710 D_real: 0.005 D_fake: 0.030 +(epoch: 41, iters: 24260, time: 0.294, data: 0.019) G_GAN: 9.825 G_L1: 6.333 D_real: 0.044 D_fake: 0.001 +(epoch: 41, iters: 24360, time: 0.305, data: 0.020) G_GAN: 7.368 G_L1: 6.864 D_real: 0.001 D_fake: 0.032 +(epoch: 41, iters: 24460, time: 0.279, data: 0.027) G_GAN: 6.083 G_L1: 2.964 D_real: 0.179 D_fake: 0.019 +(epoch: 41, iters: 24560, time: 0.419, data: 0.015) G_GAN: 7.557 G_L1: 4.074 D_real: 0.037 D_fake: 0.232 +(epoch: 41, iters: 24660, time: 0.294, data: 0.018) G_GAN: 6.443 G_L1: 2.503 D_real: 0.041 D_fake: 0.009 +(epoch: 41, iters: 24760, time: 0.288, data: 0.017) G_GAN: 3.415 G_L1: 3.620 D_real: 0.221 D_fake: 0.028 +(epoch: 41, iters: 24860, time: 0.291, data: 0.018) G_GAN: 4.321 G_L1: 8.401 D_real: 0.162 D_fake: 0.057 +(epoch: 41, iters: 24960, time: 0.394, data: 0.018) G_GAN: 4.839 G_L1: 3.859 D_real: 0.363 D_fake: 0.020 +(epoch: 41, iters: 25060, time: 0.296, data: 0.024) G_GAN: 6.415 G_L1: 6.006 D_real: 0.106 D_fake: 0.010 +(epoch: 41, iters: 25160, time: 0.275, data: 0.018) G_GAN: 4.938 G_L1: 4.690 D_real: 0.012 D_fake: 0.067 +(epoch: 41, iters: 25260, time: 0.296, data: 0.014) G_GAN: 4.371 G_L1: 4.376 D_real: 0.010 D_fake: 0.113 +(epoch: 41, iters: 25360, time: 0.523, data: 0.018) G_GAN: 6.564 G_L1: 8.722 D_real: 0.016 D_fake: 0.058 +(epoch: 41, iters: 25460, time: 0.296, data: 0.017) G_GAN: 4.781 G_L1: 6.437 D_real: 0.000 D_fake: 0.250 +(epoch: 41, iters: 25560, time: 0.300, data: 0.017) G_GAN: 6.945 G_L1: 6.463 D_real: 0.002 D_fake: 0.038 +(epoch: 41, iters: 25660, time: 0.294, data: 0.020) G_GAN: 6.276 G_L1: 4.296 D_real: 0.200 D_fake: 0.004 +(epoch: 41, iters: 25760, time: 0.410, data: 0.017) G_GAN: 5.780 G_L1: 5.513 D_real: 0.054 D_fake: 0.010 +(epoch: 41, iters: 25860, time: 0.299, data: 0.018) G_GAN: 9.032 G_L1: 4.083 D_real: 0.350 D_fake: 0.011 +(epoch: 41, iters: 25960, time: 0.291, data: 0.017) G_GAN: 5.813 G_L1: 3.570 D_real: 0.012 D_fake: 0.022 +(epoch: 41, iters: 26060, time: 0.294, data: 0.017) G_GAN: 5.253 G_L1: 4.027 D_real: 0.007 D_fake: 0.052 +(epoch: 41, iters: 26160, time: 0.409, data: 0.017) G_GAN: 5.877 G_L1: 3.745 D_real: 0.010 D_fake: 0.076 +(epoch: 41, iters: 26260, time: 0.276, data: 0.017) G_GAN: 5.263 G_L1: 3.749 D_real: 0.004 D_fake: 0.205 +(epoch: 41, iters: 26360, time: 0.291, data: 0.017) G_GAN: 5.959 G_L1: 4.456 D_real: 0.039 D_fake: 0.031 +(epoch: 41, iters: 26460, time: 0.280, data: 0.019) G_GAN: 4.820 G_L1: 3.514 D_real: 0.045 D_fake: 0.141 +(epoch: 41, iters: 26560, time: 0.408, data: 0.018) G_GAN: 6.159 G_L1: 3.368 D_real: 0.015 D_fake: 0.452 +(epoch: 41, iters: 26660, time: 0.294, data: 0.022) G_GAN: 9.436 G_L1: 5.878 D_real: 0.005 D_fake: 0.002 +(epoch: 41, iters: 26760, time: 0.300, data: 0.016) G_GAN: 4.689 G_L1: 3.921 D_real: 0.321 D_fake: 0.041 +(epoch: 41, iters: 26860, time: 0.296, data: 0.023) G_GAN: 5.665 G_L1: 4.464 D_real: 0.025 D_fake: 0.015 +(epoch: 41, iters: 26960, time: 0.401, data: 0.020) G_GAN: 7.365 G_L1: 3.492 D_real: 0.013 D_fake: 0.003 +(epoch: 41, iters: 27060, time: 0.286, data: 0.018) G_GAN: 4.097 G_L1: 3.349 D_real: 0.278 D_fake: 0.027 +(epoch: 41, iters: 27160, time: 0.291, data: 0.020) G_GAN: 5.035 G_L1: 6.723 D_real: 0.106 D_fake: 0.034 +(epoch: 41, iters: 27260, time: 0.298, data: 0.017) G_GAN: 3.967 G_L1: 4.030 D_real: 0.003 D_fake: 0.072 +(epoch: 41, iters: 27360, time: 0.560, data: 0.020) G_GAN: 5.828 G_L1: 4.323 D_real: 0.016 D_fake: 0.038 +(epoch: 41, iters: 27460, time: 0.303, data: 0.017) G_GAN: 8.106 G_L1: 3.436 D_real: 0.036 D_fake: 0.010 +(epoch: 41, iters: 27560, time: 0.304, data: 0.017) G_GAN: 5.720 G_L1: 3.891 D_real: 0.120 D_fake: 0.012 +(epoch: 41, iters: 27660, time: 0.297, data: 0.020) G_GAN: 4.048 G_L1: 4.853 D_real: 0.002 D_fake: 0.132 +(epoch: 41, iters: 27760, time: 0.401, data: 0.016) G_GAN: 5.848 G_L1: 3.976 D_real: 0.000 D_fake: 1.672 +(epoch: 41, iters: 27860, time: 0.292, data: 0.017) G_GAN: 8.094 G_L1: 9.486 D_real: 0.021 D_fake: 0.219 +(epoch: 41, iters: 27960, time: 0.288, data: 0.017) G_GAN: 6.353 G_L1: 4.946 D_real: 0.003 D_fake: 0.030 +(epoch: 41, iters: 28060, time: 0.296, data: 0.015) G_GAN: 7.942 G_L1: 3.416 D_real: 0.017 D_fake: 0.007 +(epoch: 41, iters: 28160, time: 0.397, data: 0.017) G_GAN: 5.936 G_L1: 3.385 D_real: 0.015 D_fake: 0.014 +(epoch: 41, iters: 28260, time: 0.284, data: 0.022) G_GAN: 2.272 G_L1: 2.401 D_real: 0.407 D_fake: 0.210 +(epoch: 41, iters: 28360, time: 0.289, data: 0.020) G_GAN: 3.251 G_L1: 2.887 D_real: 0.731 D_fake: 0.024 +(epoch: 41, iters: 28460, time: 0.296, data: 0.016) G_GAN: 3.840 G_L1: 4.285 D_real: 0.141 D_fake: 0.109 +(epoch: 41, iters: 28560, time: 0.401, data: 0.018) G_GAN: 4.903 G_L1: 4.013 D_real: 0.086 D_fake: 0.044 +(epoch: 41, iters: 28660, time: 0.303, data: 0.018) G_GAN: 4.765 G_L1: 4.687 D_real: 0.000 D_fake: 0.126 +(epoch: 41, iters: 28760, time: 0.300, data: 0.022) G_GAN: 6.467 G_L1: 4.842 D_real: 0.043 D_fake: 0.055 +(epoch: 41, iters: 28860, time: 0.300, data: 0.019) G_GAN: 4.408 G_L1: 3.177 D_real: 0.049 D_fake: 0.166 +(epoch: 41, iters: 28960, time: 0.395, data: 0.019) G_GAN: 8.671 G_L1: 3.042 D_real: 0.090 D_fake: 0.002 +(epoch: 41, iters: 29060, time: 0.298, data: 0.017) G_GAN: 7.269 G_L1: 5.419 D_real: 0.000 D_fake: 0.005 +(epoch: 41, iters: 29160, time: 0.296, data: 0.017) G_GAN: 7.222 G_L1: 7.882 D_real: 0.007 D_fake: 0.006 +(epoch: 41, iters: 29260, time: 0.298, data: 0.018) G_GAN: 8.909 G_L1: 5.492 D_real: 0.009 D_fake: 0.003 +(epoch: 41, iters: 29360, time: 0.577, data: 0.016) G_GAN: 7.114 G_L1: 7.226 D_real: 0.002 D_fake: 0.023 +(epoch: 41, iters: 29460, time: 0.302, data: 0.021) G_GAN: 6.385 G_L1: 5.513 D_real: 0.059 D_fake: 0.015 +(epoch: 41, iters: 29560, time: 0.304, data: 0.018) G_GAN: 7.515 G_L1: 4.586 D_real: 0.004 D_fake: 0.012 +(epoch: 41, iters: 29660, time: 0.295, data: 0.021) G_GAN: 3.961 G_L1: 4.257 D_real: 0.002 D_fake: 0.032 +(epoch: 41, iters: 29760, time: 0.418, data: 0.018) G_GAN: 7.077 G_L1: 3.818 D_real: 0.001 D_fake: 0.006 +(epoch: 41, iters: 29860, time: 0.302, data: 0.021) G_GAN: 5.625 G_L1: 5.152 D_real: 0.004 D_fake: 0.039 +(epoch: 41, iters: 29960, time: 0.300, data: 0.021) G_GAN: 8.228 G_L1: 4.235 D_real: 0.001 D_fake: 0.003 +(epoch: 41, iters: 30060, time: 0.303, data: 0.018) G_GAN: 8.435 G_L1: 6.385 D_real: 0.000 D_fake: 0.009 +(epoch: 41, iters: 30160, time: 0.416, data: 0.018) G_GAN: 5.383 G_L1: 4.200 D_real: 0.000 D_fake: 0.747 +(epoch: 41, iters: 30260, time: 0.306, data: 0.020) G_GAN: 5.291 G_L1: 4.842 D_real: 0.000 D_fake: 0.064 +(epoch: 41, iters: 30360, time: 0.292, data: 0.023) G_GAN: 6.463 G_L1: 4.548 D_real: 0.100 D_fake: 0.017 +(epoch: 41, iters: 30460, time: 0.294, data: 0.019) G_GAN: 8.652 G_L1: 5.613 D_real: 0.000 D_fake: 0.004 +(epoch: 41, iters: 30560, time: 0.408, data: 0.018) G_GAN: 6.080 G_L1: 6.683 D_real: 0.001 D_fake: 0.032 +(epoch: 41, iters: 30660, time: 0.289, data: 0.018) G_GAN: 8.740 G_L1: 4.591 D_real: 0.001 D_fake: 0.001 +(epoch: 41, iters: 30760, time: 0.301, data: 0.018) G_GAN: 6.918 G_L1: 7.502 D_real: 0.001 D_fake: 0.007 +(epoch: 41, iters: 30860, time: 0.305, data: 0.019) G_GAN: 7.511 G_L1: 4.292 D_real: 0.000 D_fake: 0.021 +(epoch: 41, iters: 30960, time: 0.424, data: 0.020) G_GAN: 6.101 G_L1: 11.434 D_real: 0.000 D_fake: 0.027 +(epoch: 41, iters: 31060, time: 0.302, data: 0.020) G_GAN: 6.392 G_L1: 7.021 D_real: 0.000 D_fake: 0.012 +(epoch: 41, iters: 31160, time: 0.297, data: 0.019) G_GAN: 5.972 G_L1: 5.776 D_real: 0.001 D_fake: 0.044 +(epoch: 41, iters: 31260, time: 0.301, data: 0.017) G_GAN: 3.281 G_L1: 4.982 D_real: 0.001 D_fake: 0.041 +(epoch: 41, iters: 31360, time: 0.523, data: 0.019) G_GAN: 6.534 G_L1: 3.987 D_real: 0.006 D_fake: 0.010 +(epoch: 41, iters: 31460, time: 0.298, data: 0.022) G_GAN: 5.795 G_L1: 5.513 D_real: 0.000 D_fake: 0.095 +(epoch: 41, iters: 31560, time: 0.298, data: 0.019) G_GAN: 5.765 G_L1: 4.037 D_real: 0.000 D_fake: 0.025 +(epoch: 41, iters: 31660, time: 0.291, data: 0.019) G_GAN: 4.866 G_L1: 7.956 D_real: 0.000 D_fake: 0.137 +(epoch: 41, iters: 31760, time: 0.418, data: 0.018) G_GAN: 2.945 G_L1: 6.588 D_real: 0.000 D_fake: 0.069 +(epoch: 41, iters: 31860, time: 0.301, data: 0.023) G_GAN: 2.962 G_L1: 5.345 D_real: 0.000 D_fake: 0.241 +(epoch: 41, iters: 31960, time: 0.302, data: 0.019) G_GAN: 4.791 G_L1: 4.495 D_real: 0.000 D_fake: 0.047 +(epoch: 41, iters: 32060, time: 0.302, data: 0.019) G_GAN: 3.718 G_L1: 4.539 D_real: 0.000 D_fake: 0.027 +(epoch: 41, iters: 32160, time: 0.406, data: 0.019) G_GAN: 4.290 G_L1: 3.668 D_real: 0.000 D_fake: 0.095 +(epoch: 41, iters: 32260, time: 0.299, data: 0.019) G_GAN: 5.507 G_L1: 3.907 D_real: 0.000 D_fake: 0.022 +(epoch: 41, iters: 32360, time: 0.299, data: 0.022) G_GAN: 5.006 G_L1: 5.715 D_real: 0.000 D_fake: 0.479 +(epoch: 41, iters: 32460, time: 0.300, data: 0.019) G_GAN: 5.136 G_L1: 4.554 D_real: 0.002 D_fake: 0.043 +(epoch: 41, iters: 32560, time: 0.389, data: 0.023) G_GAN: 3.158 G_L1: 3.037 D_real: 0.000 D_fake: 0.305 +(epoch: 41, iters: 32660, time: 0.285, data: 0.022) G_GAN: 7.060 G_L1: 7.165 D_real: 0.000 D_fake: 0.660 +(epoch: 41, iters: 32760, time: 0.295, data: 0.016) G_GAN: 4.853 G_L1: 3.954 D_real: 0.000 D_fake: 0.079 +(epoch: 41, iters: 32860, time: 0.292, data: 0.016) G_GAN: 3.560 G_L1: 5.462 D_real: 0.000 D_fake: 0.202 +(epoch: 41, iters: 32960, time: 0.423, data: 0.020) G_GAN: 8.333 G_L1: 7.813 D_real: 0.157 D_fake: 0.021 +(epoch: 41, iters: 33060, time: 0.303, data: 0.018) G_GAN: 2.189 G_L1: 4.525 D_real: 0.000 D_fake: 0.049 +(epoch: 41, iters: 33160, time: 0.299, data: 0.018) G_GAN: 3.338 G_L1: 7.657 D_real: 0.000 D_fake: 0.331 +(epoch: 41, iters: 33260, time: 0.300, data: 0.018) G_GAN: 3.012 G_L1: 3.401 D_real: 0.000 D_fake: 0.075 +(epoch: 41, iters: 33360, time: 0.600, data: 0.030) G_GAN: 6.699 G_L1: 6.591 D_real: 0.000 D_fake: 0.948 +(epoch: 41, iters: 33460, time: 0.295, data: 0.019) G_GAN: 4.045 G_L1: 4.695 D_real: 0.000 D_fake: 0.097 +(epoch: 41, iters: 33560, time: 0.300, data: 0.017) G_GAN: 4.690 G_L1: 4.053 D_real: 0.000 D_fake: 0.070 +(epoch: 41, iters: 33660, time: 0.292, data: 0.019) G_GAN: 3.130 G_L1: 6.494 D_real: 0.000 D_fake: 0.075 +(epoch: 41, iters: 33760, time: 0.399, data: 0.017) G_GAN: 5.001 G_L1: 7.523 D_real: 0.000 D_fake: 0.202 +(epoch: 41, iters: 33860, time: 0.295, data: 0.018) G_GAN: 2.375 G_L1: 4.630 D_real: 0.000 D_fake: 0.180 +(epoch: 41, iters: 33960, time: 0.297, data: 0.020) G_GAN: 3.689 G_L1: 4.802 D_real: 0.001 D_fake: 0.038 +(epoch: 41, iters: 34060, time: 0.294, data: 0.018) G_GAN: 4.960 G_L1: 7.510 D_real: 0.000 D_fake: 0.505 +(epoch: 41, iters: 34160, time: 0.420, data: 0.018) G_GAN: 4.604 G_L1: 4.779 D_real: 0.001 D_fake: 0.095 +(epoch: 41, iters: 34260, time: 0.301, data: 0.018) G_GAN: 2.595 G_L1: 4.641 D_real: 0.000 D_fake: 0.416 +(epoch: 41, iters: 34360, time: 0.304, data: 0.019) G_GAN: 5.208 G_L1: 8.097 D_real: 0.002 D_fake: 0.060 +(epoch: 41, iters: 34460, time: 0.308, data: 0.019) G_GAN: 5.137 G_L1: 3.442 D_real: 0.002 D_fake: 0.465 +(epoch: 41, iters: 34560, time: 0.425, data: 0.022) G_GAN: 4.785 G_L1: 7.827 D_real: 0.000 D_fake: 0.242 +(epoch: 41, iters: 34660, time: 0.301, data: 0.019) G_GAN: 4.987 G_L1: 10.546 D_real: 0.000 D_fake: 0.041 +(epoch: 41, iters: 34760, time: 0.304, data: 0.020) G_GAN: 2.139 G_L1: 5.146 D_real: 0.000 D_fake: 0.169 +(epoch: 41, iters: 34860, time: 0.296, data: 0.020) G_GAN: 3.711 G_L1: 4.860 D_real: 0.000 D_fake: 0.229 +(epoch: 41, iters: 34960, time: 0.425, data: 0.020) G_GAN: 5.721 G_L1: 10.480 D_real: 0.000 D_fake: 0.434 +(epoch: 41, iters: 35060, time: 0.306, data: 0.024) G_GAN: 5.036 G_L1: 6.996 D_real: 0.000 D_fake: 0.101 +(epoch: 41, iters: 35160, time: 0.299, data: 0.019) G_GAN: 3.026 G_L1: 5.039 D_real: 0.001 D_fake: 0.059 +(epoch: 41, iters: 35260, time: 0.303, data: 0.020) G_GAN: 3.520 G_L1: 4.646 D_real: 0.000 D_fake: 0.493 +(epoch: 41, iters: 35360, time: 0.564, data: 0.019) G_GAN: 3.729 G_L1: 4.461 D_real: 0.000 D_fake: 0.269 +(epoch: 41, iters: 35460, time: 0.310, data: 0.020) G_GAN: 3.321 G_L1: 4.656 D_real: 0.001 D_fake: 0.237 +(epoch: 41, iters: 35560, time: 0.297, data: 0.021) G_GAN: 3.024 G_L1: 5.164 D_real: 0.001 D_fake: 0.175 +(epoch: 41, iters: 35660, time: 0.291, data: 0.019) G_GAN: 3.137 G_L1: 4.456 D_real: 0.000 D_fake: 0.833 +(epoch: 41, iters: 35760, time: 0.420, data: 0.020) G_GAN: 4.425 G_L1: 5.312 D_real: 0.000 D_fake: 0.185 +(epoch: 41, iters: 35860, time: 0.298, data: 0.023) G_GAN: 5.377 G_L1: 5.579 D_real: 0.000 D_fake: 0.083 +(epoch: 41, iters: 35960, time: 0.296, data: 0.019) G_GAN: 3.115 G_L1: 8.915 D_real: 0.000 D_fake: 0.297 +(epoch: 41, iters: 36060, time: 0.296, data: 0.019) G_GAN: 4.361 G_L1: 4.757 D_real: 0.000 D_fake: 0.385 +(epoch: 41, iters: 36160, time: 0.422, data: 0.021) G_GAN: 3.313 G_L1: 5.251 D_real: 0.000 D_fake: 0.748 +(epoch: 41, iters: 36260, time: 0.294, data: 0.022) G_GAN: 2.352 G_L1: 4.152 D_real: 0.001 D_fake: 0.339 +(epoch: 41, iters: 36360, time: 0.298, data: 0.019) G_GAN: 2.593 G_L1: 3.778 D_real: 0.000 D_fake: 0.312 +(epoch: 41, iters: 36460, time: 0.302, data: 0.018) G_GAN: 3.996 G_L1: 6.562 D_real: 0.000 D_fake: 0.503 +(epoch: 41, iters: 36560, time: 0.417, data: 0.020) G_GAN: 3.042 G_L1: 4.590 D_real: 0.000 D_fake: 0.249 +(epoch: 41, iters: 36660, time: 0.304, data: 0.020) G_GAN: 3.397 G_L1: 7.358 D_real: 0.000 D_fake: 0.318 +(epoch: 41, iters: 36760, time: 0.297, data: 0.020) G_GAN: 4.532 G_L1: 4.472 D_real: 0.000 D_fake: 0.343 +(epoch: 41, iters: 36860, time: 0.306, data: 0.019) G_GAN: 1.421 G_L1: 4.250 D_real: 0.001 D_fake: 0.670 +(epoch: 41, iters: 36960, time: 0.416, data: 0.020) G_GAN: 3.827 G_L1: 3.853 D_real: 0.000 D_fake: 0.102 +(epoch: 41, iters: 37060, time: 0.305, data: 0.020) G_GAN: 2.519 G_L1: 4.314 D_real: 0.001 D_fake: 0.578 +(epoch: 41, iters: 37160, time: 0.292, data: 0.020) G_GAN: 5.633 G_L1: 6.595 D_real: 0.000 D_fake: 1.823 +(epoch: 41, iters: 37260, time: 0.292, data: 0.019) G_GAN: 2.685 G_L1: 8.675 D_real: 0.000 D_fake: 0.122 +(epoch: 41, iters: 37360, time: 0.537, data: 0.017) G_GAN: 3.407 G_L1: 10.659 D_real: 0.000 D_fake: 0.311 +(epoch: 41, iters: 37460, time: 0.303, data: 0.017) G_GAN: 2.316 G_L1: 6.965 D_real: 0.000 D_fake: 0.721 +(epoch: 41, iters: 37560, time: 0.296, data: 0.019) G_GAN: 3.152 G_L1: 4.073 D_real: 0.000 D_fake: 0.317 +(epoch: 41, iters: 37660, time: 0.304, data: 0.019) G_GAN: 4.635 G_L1: 6.167 D_real: 0.000 D_fake: 0.052 +(epoch: 41, iters: 37760, time: 0.426, data: 0.018) G_GAN: 3.931 G_L1: 7.536 D_real: 0.001 D_fake: 0.075 +(epoch: 41, iters: 37860, time: 0.294, data: 0.025) G_GAN: 2.872 G_L1: 4.066 D_real: 0.000 D_fake: 0.241 +(epoch: 41, iters: 37960, time: 0.291, data: 0.017) G_GAN: 3.053 G_L1: 6.385 D_real: 0.000 D_fake: 0.495 +(epoch: 41, iters: 38060, time: 0.298, data: 0.016) G_GAN: 4.712 G_L1: 6.267 D_real: 0.001 D_fake: 0.300 +(epoch: 41, iters: 38160, time: 0.404, data: 0.021) G_GAN: 2.280 G_L1: 3.949 D_real: 0.000 D_fake: 0.377 +(epoch: 41, iters: 38260, time: 0.301, data: 0.021) G_GAN: 2.876 G_L1: 4.642 D_real: 0.015 D_fake: 0.078 +(epoch: 41, iters: 38360, time: 0.304, data: 0.018) G_GAN: 3.716 G_L1: 5.631 D_real: 0.004 D_fake: 0.929 +(epoch: 41, iters: 38460, time: 0.300, data: 0.023) G_GAN: 2.924 G_L1: 3.364 D_real: 0.001 D_fake: 0.245 +(epoch: 41, iters: 38560, time: 0.421, data: 0.017) G_GAN: 3.100 G_L1: 5.787 D_real: 0.000 D_fake: 0.444 +(epoch: 41, iters: 38660, time: 0.299, data: 0.020) G_GAN: 2.890 G_L1: 12.624 D_real: 0.000 D_fake: 0.359 +(epoch: 41, iters: 38760, time: 0.290, data: 0.018) G_GAN: 2.842 G_L1: 5.860 D_real: 0.001 D_fake: 0.222 +(epoch: 41, iters: 38860, time: 0.292, data: 0.019) G_GAN: 3.083 G_L1: 4.306 D_real: 0.000 D_fake: 0.098 +(epoch: 41, iters: 38960, time: 0.418, data: 0.021) G_GAN: 1.642 G_L1: 4.233 D_real: 0.000 D_fake: 0.253 +(epoch: 41, iters: 39060, time: 0.309, data: 0.023) G_GAN: 2.294 G_L1: 3.344 D_real: 0.000 D_fake: 0.332 +(epoch: 41, iters: 39160, time: 0.305, data: 0.020) G_GAN: 3.457 G_L1: 3.949 D_real: 0.001 D_fake: 0.138 +(epoch: 41, iters: 39260, time: 0.306, data: 0.020) G_GAN: 4.003 G_L1: 5.417 D_real: 0.000 D_fake: 0.214 +(epoch: 41, iters: 39360, time: 0.569, data: 0.019) G_GAN: 2.448 G_L1: 3.668 D_real: 0.000 D_fake: 0.261 +(epoch: 41, iters: 39460, time: 0.298, data: 0.019) G_GAN: 3.243 G_L1: 3.810 D_real: 0.000 D_fake: 0.691 +(epoch: 41, iters: 39560, time: 0.295, data: 0.017) G_GAN: 4.891 G_L1: 7.541 D_real: 0.002 D_fake: 0.041 +(epoch: 41, iters: 39660, time: 0.283, data: 0.018) G_GAN: 1.957 G_L1: 4.800 D_real: 0.001 D_fake: 0.455 +(epoch: 41, iters: 39760, time: 0.409, data: 0.016) G_GAN: 3.155 G_L1: 4.362 D_real: 0.001 D_fake: 0.375 +(epoch: 41, iters: 39860, time: 0.298, data: 0.018) G_GAN: 2.912 G_L1: 5.151 D_real: 0.000 D_fake: 0.343 +(epoch: 41, iters: 39960, time: 0.291, data: 0.017) G_GAN: 1.693 G_L1: 4.345 D_real: 0.000 D_fake: 0.236 +(epoch: 41, iters: 40060, time: 0.301, data: 0.018) G_GAN: 1.486 G_L1: 5.034 D_real: 0.002 D_fake: 0.511 +(epoch: 41, iters: 40160, time: 0.418, data: 0.017) G_GAN: 1.630 G_L1: 3.777 D_real: 0.002 D_fake: 0.744 +(epoch: 41, iters: 40260, time: 0.276, data: 0.019) G_GAN: 2.083 G_L1: 5.124 D_real: 0.000 D_fake: 0.211 +(epoch: 41, iters: 40360, time: 0.297, data: 0.018) G_GAN: 2.310 G_L1: 5.252 D_real: 0.000 D_fake: 0.423 +(epoch: 41, iters: 40460, time: 0.270, data: 0.019) G_GAN: 2.131 G_L1: 4.302 D_real: 0.000 D_fake: 0.538 +(epoch: 41, iters: 40560, time: 0.380, data: 0.014) G_GAN: 2.806 G_L1: 3.825 D_real: 0.000 D_fake: 1.138 +(epoch: 41, iters: 40660, time: 0.290, data: 0.016) G_GAN: 2.772 G_L1: 5.131 D_real: 0.009 D_fake: 0.136 +(epoch: 41, iters: 40760, time: 0.295, data: 0.017) G_GAN: 3.156 G_L1: 5.626 D_real: 0.000 D_fake: 0.058 +(epoch: 41, iters: 40860, time: 0.286, data: 0.018) G_GAN: 2.465 G_L1: 4.319 D_real: 0.000 D_fake: 0.233 +(epoch: 41, iters: 40960, time: 0.418, data: 0.017) G_GAN: 3.181 G_L1: 4.863 D_real: 0.000 D_fake: 0.318 +(epoch: 41, iters: 41060, time: 0.297, data: 0.018) G_GAN: 2.039 G_L1: 4.729 D_real: 0.000 D_fake: 0.201 +(epoch: 41, iters: 41160, time: 0.298, data: 0.019) G_GAN: 2.692 G_L1: 5.713 D_real: 0.000 D_fake: 0.355 +(epoch: 41, iters: 41260, time: 0.294, data: 0.018) G_GAN: 4.055 G_L1: 6.507 D_real: 0.000 D_fake: 0.186 +(epoch: 41, iters: 41360, time: 0.558, data: 0.019) G_GAN: 2.362 G_L1: 5.367 D_real: 0.001 D_fake: 0.116 +(epoch: 41, iters: 41460, time: 0.291, data: 0.018) G_GAN: 3.019 G_L1: 4.683 D_real: 0.000 D_fake: 0.266 +(epoch: 41, iters: 41560, time: 0.290, data: 0.017) G_GAN: 2.242 G_L1: 5.495 D_real: 0.002 D_fake: 0.623 +(epoch: 41, iters: 41660, time: 0.286, data: 0.018) G_GAN: 2.432 G_L1: 3.513 D_real: 0.000 D_fake: 0.321 +(epoch: 41, iters: 41760, time: 0.408, data: 0.016) G_GAN: 1.975 G_L1: 4.834 D_real: 0.000 D_fake: 0.362 +(epoch: 41, iters: 41860, time: 0.282, data: 0.018) G_GAN: 3.334 G_L1: 6.059 D_real: 0.000 D_fake: 0.336 +(epoch: 41, iters: 41960, time: 0.288, data: 0.018) G_GAN: 2.776 G_L1: 4.299 D_real: 0.008 D_fake: 0.112 +(epoch: 41, iters: 42060, time: 0.290, data: 0.017) G_GAN: 1.907 G_L1: 3.440 D_real: 0.007 D_fake: 0.176 +(epoch: 41, iters: 42160, time: 0.405, data: 0.019) G_GAN: 3.493 G_L1: 6.540 D_real: 0.000 D_fake: 0.796 +(epoch: 41, iters: 42260, time: 0.288, data: 0.019) G_GAN: 2.496 G_L1: 3.843 D_real: 0.000 D_fake: 0.500 +(epoch: 41, iters: 42360, time: 0.291, data: 0.017) G_GAN: 3.209 G_L1: 5.350 D_real: 0.005 D_fake: 0.322 +(epoch: 41, iters: 42460, time: 0.297, data: 0.018) G_GAN: 1.480 G_L1: 4.319 D_real: 0.001 D_fake: 0.246 +(epoch: 41, iters: 42560, time: 0.381, data: 0.018) G_GAN: 2.458 G_L1: 4.952 D_real: 0.000 D_fake: 0.392 +(epoch: 41, iters: 42660, time: 0.286, data: 0.017) G_GAN: 2.337 G_L1: 5.070 D_real: 0.002 D_fake: 0.749 +(epoch: 41, iters: 42760, time: 0.285, data: 0.019) G_GAN: 1.787 G_L1: 4.453 D_real: 0.000 D_fake: 0.460 +(epoch: 41, iters: 42860, time: 0.290, data: 0.017) G_GAN: 1.971 G_L1: 3.536 D_real: 0.000 D_fake: 0.528 +(epoch: 41, iters: 42960, time: 0.376, data: 0.016) G_GAN: 1.933 G_L1: 5.730 D_real: 0.003 D_fake: 0.245 +(epoch: 41, iters: 43060, time: 0.296, data: 0.019) G_GAN: 2.772 G_L1: 7.519 D_real: 0.005 D_fake: 0.620 +(epoch: 41, iters: 43160, time: 0.296, data: 0.018) G_GAN: 2.042 G_L1: 4.418 D_real: 0.000 D_fake: 0.900 +(epoch: 41, iters: 43260, time: 0.297, data: 0.017) G_GAN: 1.990 G_L1: 3.020 D_real: 0.000 D_fake: 0.432 +(epoch: 41, iters: 43360, time: 0.505, data: 0.018) G_GAN: 2.407 G_L1: 6.423 D_real: 0.000 D_fake: 1.467 +(epoch: 41, iters: 43460, time: 0.278, data: 0.017) G_GAN: 2.162 G_L1: 4.466 D_real: 0.000 D_fake: 0.385 +(epoch: 41, iters: 43560, time: 0.288, data: 0.017) G_GAN: 1.713 G_L1: 3.149 D_real: 0.003 D_fake: 0.284 +(epoch: 41, iters: 43660, time: 0.288, data: 0.021) G_GAN: 2.224 G_L1: 5.015 D_real: 0.000 D_fake: 0.228 +(epoch: 41, iters: 43760, time: 0.388, data: 0.018) G_GAN: 3.151 G_L1: 4.361 D_real: 0.000 D_fake: 0.372 +(epoch: 41, iters: 43860, time: 0.299, data: 0.022) G_GAN: 3.161 G_L1: 5.583 D_real: 0.000 D_fake: 0.289 +(epoch: 41, iters: 43960, time: 0.298, data: 0.017) G_GAN: 1.532 G_L1: 7.770 D_real: 0.005 D_fake: 0.982 +(epoch: 41, iters: 44060, time: 0.291, data: 0.020) G_GAN: 2.505 G_L1: 6.262 D_real: 0.015 D_fake: 0.291 +(epoch: 41, iters: 44160, time: 0.406, data: 0.019) G_GAN: 1.993 G_L1: 4.658 D_real: 0.004 D_fake: 0.587 +(epoch: 41, iters: 44260, time: 0.299, data: 0.018) G_GAN: 2.230 G_L1: 11.325 D_real: 0.001 D_fake: 0.316 +(epoch: 41, iters: 44360, time: 0.293, data: 0.021) G_GAN: 1.929 G_L1: 4.295 D_real: 0.000 D_fake: 0.333 +(epoch: 41, iters: 44460, time: 0.300, data: 0.019) G_GAN: 2.056 G_L1: 5.531 D_real: 0.000 D_fake: 0.471 +(epoch: 41, iters: 44560, time: 0.414, data: 0.021) G_GAN: 1.265 G_L1: 4.309 D_real: 0.002 D_fake: 0.760 +(epoch: 41, iters: 44660, time: 0.295, data: 0.022) G_GAN: 1.803 G_L1: 4.287 D_real: 0.001 D_fake: 0.449 +(epoch: 41, iters: 44760, time: 0.297, data: 0.021) G_GAN: 2.165 G_L1: 4.830 D_real: 0.001 D_fake: 0.578 +(epoch: 41, iters: 44860, time: 0.295, data: 0.018) G_GAN: 1.959 G_L1: 4.937 D_real: 0.005 D_fake: 0.418 +(epoch: 41, iters: 44960, time: 0.412, data: 0.019) G_GAN: 1.731 G_L1: 4.514 D_real: 0.000 D_fake: 0.315 +(epoch: 41, iters: 45060, time: 0.287, data: 0.018) G_GAN: 1.289 G_L1: 3.978 D_real: 0.001 D_fake: 0.459 +(epoch: 41, iters: 45160, time: 0.281, data: 0.018) G_GAN: 1.976 G_L1: 7.188 D_real: 0.000 D_fake: 0.716 +(epoch: 41, iters: 45260, time: 0.297, data: 0.017) G_GAN: 2.422 G_L1: 4.079 D_real: 0.009 D_fake: 0.238 +(epoch: 41, iters: 45360, time: 0.566, data: 0.018) G_GAN: 2.762 G_L1: 5.258 D_real: 0.002 D_fake: 0.834 +(epoch: 41, iters: 45460, time: 0.289, data: 0.019) G_GAN: 2.205 G_L1: 6.833 D_real: 0.000 D_fake: 1.440 +(epoch: 41, iters: 45560, time: 0.292, data: 0.017) G_GAN: 1.769 G_L1: 4.863 D_real: 0.000 D_fake: 0.506 +(epoch: 41, iters: 45660, time: 0.293, data: 0.017) G_GAN: 1.179 G_L1: 4.248 D_real: 0.000 D_fake: 1.331 +(epoch: 41, iters: 45760, time: 0.402, data: 0.018) G_GAN: 1.297 G_L1: 3.823 D_real: 0.001 D_fake: 0.657 +(epoch: 41, iters: 45860, time: 0.293, data: 0.018) G_GAN: 2.168 G_L1: 7.555 D_real: 0.000 D_fake: 0.428 +(epoch: 41, iters: 45960, time: 0.303, data: 0.018) G_GAN: 1.642 G_L1: 4.796 D_real: 0.000 D_fake: 0.574 +(epoch: 41, iters: 46060, time: 0.298, data: 0.020) G_GAN: 2.125 G_L1: 3.970 D_real: 0.003 D_fake: 0.147 +(epoch: 41, iters: 46160, time: 0.377, data: 0.019) G_GAN: 1.780 G_L1: 4.711 D_real: 0.002 D_fake: 0.500 +(epoch: 41, iters: 46260, time: 0.301, data: 0.018) G_GAN: 2.670 G_L1: 5.485 D_real: 0.005 D_fake: 0.326 +(epoch: 41, iters: 46360, time: 0.293, data: 0.020) G_GAN: 1.213 G_L1: 3.649 D_real: 0.001 D_fake: 0.445 +(epoch: 41, iters: 46460, time: 0.287, data: 0.020) G_GAN: 1.720 G_L1: 4.773 D_real: 0.000 D_fake: 0.515 +(epoch: 41, iters: 46560, time: 0.417, data: 0.022) G_GAN: 3.161 G_L1: 7.456 D_real: 0.003 D_fake: 0.205 +(epoch: 41, iters: 46660, time: 0.299, data: 0.018) G_GAN: 2.288 G_L1: 4.814 D_real: 0.005 D_fake: 0.539 +(epoch: 41, iters: 46760, time: 0.296, data: 0.018) G_GAN: 1.179 G_L1: 5.027 D_real: 0.001 D_fake: 0.444 +(epoch: 41, iters: 46860, time: 0.294, data: 0.025) G_GAN: 1.375 G_L1: 4.628 D_real: 0.000 D_fake: 0.571 +(epoch: 41, iters: 46960, time: 0.422, data: 0.017) G_GAN: 2.038 G_L1: 5.535 D_real: 0.000 D_fake: 0.580 +(epoch: 41, iters: 47060, time: 0.297, data: 0.020) G_GAN: 1.335 G_L1: 5.035 D_real: 0.000 D_fake: 1.168 +(epoch: 41, iters: 47160, time: 0.299, data: 0.019) G_GAN: 1.417 G_L1: 2.653 D_real: 0.002 D_fake: 0.428 +(epoch: 41, iters: 47260, time: 0.287, data: 0.018) G_GAN: 2.367 G_L1: 5.922 D_real: 0.000 D_fake: 0.403 +(epoch: 41, iters: 47360, time: 0.581, data: 0.016) G_GAN: 2.577 G_L1: 4.799 D_real: 0.000 D_fake: 0.485 +(epoch: 41, iters: 47460, time: 0.298, data: 0.018) G_GAN: 1.937 G_L1: 5.742 D_real: 0.000 D_fake: 0.552 +(epoch: 41, iters: 47560, time: 0.296, data: 0.019) G_GAN: 1.962 G_L1: 4.968 D_real: 0.000 D_fake: 0.410 +(epoch: 41, iters: 47660, time: 0.294, data: 0.017) G_GAN: 1.074 G_L1: 4.126 D_real: 0.005 D_fake: 0.439 +(epoch: 41, iters: 47760, time: 0.420, data: 0.018) G_GAN: 2.193 G_L1: 5.055 D_real: 0.000 D_fake: 0.850 +(epoch: 41, iters: 47860, time: 0.298, data: 0.019) G_GAN: 1.086 G_L1: 5.369 D_real: 0.001 D_fake: 0.979 +(epoch: 41, iters: 47960, time: 0.298, data: 0.018) G_GAN: 1.852 G_L1: 3.833 D_real: 0.000 D_fake: 0.347 +(epoch: 41, iters: 48060, time: 0.299, data: 0.034) G_GAN: 1.640 G_L1: 4.497 D_real: 0.001 D_fake: 0.512 +(epoch: 41, iters: 48160, time: 0.411, data: 0.017) G_GAN: 1.157 G_L1: 4.225 D_real: 0.015 D_fake: 0.648 +(epoch: 41, iters: 48260, time: 0.298, data: 0.020) G_GAN: 1.246 G_L1: 5.211 D_real: 0.006 D_fake: 0.523 +(epoch: 41, iters: 48360, time: 0.296, data: 0.018) G_GAN: 1.448 G_L1: 4.468 D_real: 0.010 D_fake: 0.573 +(epoch: 41, iters: 48460, time: 0.298, data: 0.019) G_GAN: 5.069 G_L1: 8.483 D_real: 0.004 D_fake: 0.360 +(epoch: 41, iters: 48560, time: 0.416, data: 0.017) G_GAN: 1.495 G_L1: 5.256 D_real: 0.000 D_fake: 0.629 +(epoch: 41, iters: 48660, time: 0.295, data: 0.019) G_GAN: 0.796 G_L1: 4.439 D_real: 0.001 D_fake: 0.791 +(epoch: 41, iters: 48760, time: 0.297, data: 0.018) G_GAN: 2.428 G_L1: 5.630 D_real: 0.000 D_fake: 1.114 +(epoch: 41, iters: 48860, time: 0.288, data: 0.018) G_GAN: 1.120 G_L1: 4.842 D_real: 0.002 D_fake: 1.186 +(epoch: 41, iters: 48960, time: 0.415, data: 0.016) G_GAN: 1.362 G_L1: 5.351 D_real: 0.001 D_fake: 0.784 +(epoch: 41, iters: 49060, time: 0.299, data: 0.018) G_GAN: 2.171 G_L1: 5.402 D_real: 0.001 D_fake: 0.583 +(epoch: 41, iters: 49160, time: 0.300, data: 0.017) G_GAN: 2.188 G_L1: 7.439 D_real: 0.012 D_fake: 0.121 +(epoch: 41, iters: 49260, time: 0.301, data: 0.017) G_GAN: 2.028 G_L1: 4.574 D_real: 0.000 D_fake: 0.178 +(epoch: 41, iters: 49360, time: 0.565, data: 0.021) G_GAN: 1.648 G_L1: 5.822 D_real: 0.003 D_fake: 0.724 +(epoch: 41, iters: 49460, time: 0.307, data: 0.021) G_GAN: 2.241 G_L1: 3.737 D_real: 0.027 D_fake: 0.388 +(epoch: 41, iters: 49560, time: 0.296, data: 0.021) G_GAN: 1.812 G_L1: 4.624 D_real: 0.028 D_fake: 0.198 +(epoch: 41, iters: 49660, time: 0.304, data: 0.018) G_GAN: 1.609 G_L1: 4.130 D_real: 0.021 D_fake: 0.870 +(epoch: 41, iters: 49760, time: 0.419, data: 0.019) G_GAN: 2.321 G_L1: 5.637 D_real: 0.002 D_fake: 0.385 +(epoch: 41, iters: 49860, time: 0.303, data: 0.020) G_GAN: 1.451 G_L1: 2.930 D_real: 0.000 D_fake: 0.918 +(epoch: 41, iters: 49960, time: 0.306, data: 0.019) G_GAN: 1.679 G_L1: 3.907 D_real: 0.000 D_fake: 0.443 +(epoch: 41, iters: 50060, time: 0.305, data: 0.019) G_GAN: 2.030 G_L1: 4.097 D_real: 0.000 D_fake: 0.605 +(epoch: 41, iters: 50160, time: 0.433, data: 0.018) G_GAN: 1.868 G_L1: 5.231 D_real: 0.012 D_fake: 0.525 +(epoch: 41, iters: 50260, time: 0.306, data: 0.024) G_GAN: 1.841 G_L1: 5.175 D_real: 0.001 D_fake: 0.515 +(epoch: 41, iters: 50360, time: 0.290, data: 0.020) G_GAN: 1.006 G_L1: 4.197 D_real: 0.000 D_fake: 1.013 +(epoch: 41, iters: 50460, time: 0.303, data: 0.019) G_GAN: 1.608 G_L1: 3.816 D_real: 0.004 D_fake: 0.316 +(epoch: 41, iters: 50560, time: 0.424, data: 0.019) G_GAN: 1.510 G_L1: 4.130 D_real: 0.013 D_fake: 0.466 +(epoch: 41, iters: 50660, time: 0.300, data: 0.020) G_GAN: 1.808 G_L1: 6.319 D_real: 0.046 D_fake: 0.494 +(epoch: 41, iters: 50760, time: 0.303, data: 0.018) G_GAN: 1.681 G_L1: 4.787 D_real: 0.001 D_fake: 0.324 +(epoch: 41, iters: 50860, time: 0.302, data: 0.024) G_GAN: 2.532 G_L1: 7.099 D_real: 0.000 D_fake: 0.312 +(epoch: 41, iters: 50960, time: 0.421, data: 0.017) G_GAN: 2.759 G_L1: 5.984 D_real: 0.019 D_fake: 0.428 +(epoch: 41, iters: 51060, time: 0.291, data: 0.020) G_GAN: 1.195 G_L1: 4.639 D_real: 0.000 D_fake: 0.334 +(epoch: 41, iters: 51160, time: 0.304, data: 0.017) G_GAN: 1.597 G_L1: 4.558 D_real: 0.000 D_fake: 0.233 +(epoch: 41, iters: 51260, time: 0.306, data: 0.019) G_GAN: 1.268 G_L1: 3.559 D_real: 0.000 D_fake: 0.489 +(epoch: 41, iters: 51360, time: 0.500, data: 0.021) G_GAN: 1.263 G_L1: 4.837 D_real: 0.001 D_fake: 1.134 +(epoch: 41, iters: 51460, time: 0.292, data: 0.022) G_GAN: 2.014 G_L1: 6.072 D_real: 0.135 D_fake: 0.310 +(epoch: 41, iters: 51560, time: 0.299, data: 0.017) G_GAN: 1.896 G_L1: 4.998 D_real: 0.001 D_fake: 0.666 +(epoch: 41, iters: 51660, time: 0.297, data: 0.019) G_GAN: 2.176 G_L1: 4.618 D_real: 0.003 D_fake: 0.286 +(epoch: 41, iters: 51760, time: 0.412, data: 0.018) G_GAN: 0.973 G_L1: 3.587 D_real: 0.001 D_fake: 0.908 +(epoch: 41, iters: 51860, time: 0.301, data: 0.019) G_GAN: 2.484 G_L1: 6.260 D_real: 0.018 D_fake: 0.297 +(epoch: 41, iters: 51960, time: 0.299, data: 0.019) G_GAN: 1.633 G_L1: 5.420 D_real: 0.006 D_fake: 0.504 +(epoch: 41, iters: 52060, time: 0.297, data: 0.019) G_GAN: 1.312 G_L1: 4.052 D_real: 0.000 D_fake: 0.517 +(epoch: 41, iters: 52160, time: 0.430, data: 0.019) G_GAN: 1.889 G_L1: 6.441 D_real: 0.000 D_fake: 0.304 +(epoch: 41, iters: 52260, time: 0.303, data: 0.019) G_GAN: 2.280 G_L1: 5.063 D_real: 0.003 D_fake: 0.932 +(epoch: 41, iters: 52360, time: 0.288, data: 0.020) G_GAN: 1.493 G_L1: 5.154 D_real: 0.001 D_fake: 0.791 +(epoch: 41, iters: 52460, time: 0.295, data: 0.017) G_GAN: 1.590 G_L1: 4.890 D_real: 0.027 D_fake: 0.512 +(epoch: 41, iters: 52560, time: 0.422, data: 0.019) G_GAN: 2.179 G_L1: 4.897 D_real: 0.000 D_fake: 0.177 +(epoch: 41, iters: 52660, time: 0.300, data: 0.019) G_GAN: 2.468 G_L1: 5.555 D_real: 0.000 D_fake: 0.454 +(epoch: 41, iters: 52760, time: 0.298, data: 0.019) G_GAN: 1.714 G_L1: 5.331 D_real: 0.002 D_fake: 1.475 +(epoch: 41, iters: 52860, time: 0.297, data: 0.019) G_GAN: 1.538 G_L1: 4.157 D_real: 0.000 D_fake: 0.402 +(epoch: 41, iters: 52960, time: 0.428, data: 0.018) G_GAN: 1.558 G_L1: 6.500 D_real: 0.004 D_fake: 0.500 +(epoch: 41, iters: 53060, time: 0.300, data: 0.018) G_GAN: 1.685 G_L1: 3.391 D_real: 0.000 D_fake: 0.466 +(epoch: 41, iters: 53160, time: 0.301, data: 0.019) G_GAN: 1.262 G_L1: 4.823 D_real: 0.001 D_fake: 0.686 +(epoch: 41, iters: 53260, time: 0.304, data: 0.018) G_GAN: 1.928 G_L1: 5.518 D_real: 0.051 D_fake: 0.420 +(epoch: 41, iters: 53360, time: 0.579, data: 0.020) G_GAN: 1.524 G_L1: 5.256 D_real: 0.000 D_fake: 0.634 +(epoch: 41, iters: 53460, time: 0.302, data: 0.020) G_GAN: 1.778 G_L1: 7.447 D_real: 0.009 D_fake: 0.378 +(epoch: 41, iters: 53560, time: 0.304, data: 0.020) G_GAN: 1.896 G_L1: 3.810 D_real: 0.000 D_fake: 0.349 +(epoch: 41, iters: 53660, time: 0.305, data: 0.024) G_GAN: 2.017 G_L1: 8.007 D_real: 0.013 D_fake: 0.692 +(epoch: 41, iters: 53760, time: 0.429, data: 0.018) G_GAN: 1.643 G_L1: 4.766 D_real: 0.001 D_fake: 0.502 +(epoch: 41, iters: 53860, time: 0.302, data: 0.018) G_GAN: 1.253 G_L1: 3.594 D_real: 0.000 D_fake: 0.516 +(epoch: 41, iters: 53960, time: 0.296, data: 0.019) G_GAN: 1.154 G_L1: 4.543 D_real: 0.000 D_fake: 0.658 +(epoch: 41, iters: 54060, time: 0.297, data: 0.018) G_GAN: 1.919 G_L1: 5.161 D_real: 0.000 D_fake: 0.379 +(epoch: 41, iters: 54160, time: 0.414, data: 0.026) G_GAN: 1.569 G_L1: 5.171 D_real: 0.230 D_fake: 0.551 +(epoch: 41, iters: 54260, time: 0.293, data: 0.019) G_GAN: 1.153 G_L1: 3.888 D_real: 0.000 D_fake: 0.534 +(epoch: 41, iters: 54360, time: 0.310, data: 0.017) G_GAN: 1.565 G_L1: 4.003 D_real: 0.000 D_fake: 0.386 +(epoch: 41, iters: 54460, time: 0.296, data: 0.020) G_GAN: 1.472 G_L1: 3.639 D_real: 0.000 D_fake: 0.453 +(epoch: 41, iters: 54560, time: 0.421, data: 0.021) G_GAN: 1.586 G_L1: 4.397 D_real: 0.000 D_fake: 0.390 +(epoch: 41, iters: 54660, time: 0.310, data: 0.019) G_GAN: 2.254 G_L1: 6.675 D_real: 0.017 D_fake: 1.145 +(epoch: 41, iters: 54760, time: 0.300, data: 0.018) G_GAN: 1.555 G_L1: 4.520 D_real: 0.001 D_fake: 0.374 +(epoch: 41, iters: 54860, time: 0.298, data: 0.018) G_GAN: 2.963 G_L1: 6.805 D_real: 0.038 D_fake: 0.726 +(epoch: 41, iters: 54960, time: 0.422, data: 0.016) G_GAN: 1.935 G_L1: 4.549 D_real: 0.000 D_fake: 1.020 +(epoch: 41, iters: 55060, time: 0.307, data: 0.018) G_GAN: 1.735 G_L1: 4.412 D_real: 0.157 D_fake: 0.238 +(epoch: 41, iters: 55160, time: 0.300, data: 0.018) G_GAN: 1.221 G_L1: 3.185 D_real: 0.001 D_fake: 0.506 +(epoch: 41, iters: 55260, time: 0.294, data: 0.022) G_GAN: 1.675 G_L1: 4.875 D_real: 0.292 D_fake: 0.383 +(epoch: 41, iters: 55360, time: 0.604, data: 0.017) G_GAN: 1.657 G_L1: 6.459 D_real: 0.003 D_fake: 0.451 +(epoch: 41, iters: 55460, time: 0.286, data: 0.019) G_GAN: 2.130 G_L1: 9.055 D_real: 0.077 D_fake: 0.508 +(epoch: 41, iters: 55560, time: 0.300, data: 0.017) G_GAN: 1.261 G_L1: 4.563 D_real: 0.000 D_fake: 0.870 +(epoch: 41, iters: 55660, time: 0.294, data: 0.018) G_GAN: 0.928 G_L1: 3.672 D_real: 0.006 D_fake: 0.891 +(epoch: 41, iters: 55760, time: 0.417, data: 0.020) G_GAN: 1.049 G_L1: 5.176 D_real: 0.072 D_fake: 0.863 +(epoch: 41, iters: 55860, time: 0.303, data: 0.018) G_GAN: 1.805 G_L1: 6.752 D_real: 0.051 D_fake: 0.262 +(epoch: 41, iters: 55960, time: 0.304, data: 0.019) G_GAN: 1.751 G_L1: 11.680 D_real: 0.001 D_fake: 0.646 +(epoch: 41, iters: 56060, time: 0.302, data: 0.019) G_GAN: 1.146 G_L1: 4.157 D_real: 0.007 D_fake: 0.420 +(epoch: 41, iters: 56160, time: 0.411, data: 0.018) G_GAN: 1.759 G_L1: 4.130 D_real: 0.001 D_fake: 0.702 +(epoch: 41, iters: 56260, time: 0.303, data: 0.019) G_GAN: 1.319 G_L1: 3.903 D_real: 0.000 D_fake: 0.438 +(epoch: 41, iters: 56360, time: 0.307, data: 0.019) G_GAN: 1.849 G_L1: 5.736 D_real: 0.098 D_fake: 0.773 +(epoch: 41, iters: 56460, time: 0.304, data: 0.018) G_GAN: 1.505 G_L1: 5.165 D_real: 0.007 D_fake: 0.552 +(epoch: 41, iters: 56560, time: 0.416, data: 0.017) G_GAN: 1.505 G_L1: 3.488 D_real: 0.001 D_fake: 0.463 +(epoch: 41, iters: 56660, time: 0.298, data: 0.018) G_GAN: 1.381 G_L1: 5.570 D_real: 0.003 D_fake: 0.900 +(epoch: 41, iters: 56760, time: 0.304, data: 0.018) G_GAN: 1.711 G_L1: 4.045 D_real: 0.002 D_fake: 0.239 +(epoch: 41, iters: 56860, time: 0.287, data: 0.028) G_GAN: 1.766 G_L1: 6.057 D_real: 0.040 D_fake: 0.221 +(epoch: 41, iters: 56960, time: 0.418, data: 0.018) G_GAN: 1.485 G_L1: 3.854 D_real: 0.001 D_fake: 0.503 +(epoch: 41, iters: 57060, time: 0.298, data: 0.018) G_GAN: 1.548 G_L1: 3.877 D_real: 0.001 D_fake: 0.697 +(epoch: 41, iters: 57160, time: 0.306, data: 0.019) G_GAN: 1.214 G_L1: 4.206 D_real: 0.001 D_fake: 0.534 +(epoch: 41, iters: 57260, time: 0.292, data: 0.020) G_GAN: 1.468 G_L1: 4.585 D_real: 0.001 D_fake: 0.469 +(epoch: 41, iters: 57360, time: 0.581, data: 0.018) G_GAN: 1.636 G_L1: 4.995 D_real: 0.003 D_fake: 0.361 +(epoch: 41, iters: 57460, time: 0.295, data: 0.019) G_GAN: 1.764 G_L1: 3.778 D_real: 0.002 D_fake: 0.664 +(epoch: 41, iters: 57560, time: 0.288, data: 0.018) G_GAN: 1.312 G_L1: 5.026 D_real: 0.004 D_fake: 0.916 +(epoch: 41, iters: 57660, time: 0.304, data: 0.023) G_GAN: 2.313 G_L1: 5.289 D_real: 0.001 D_fake: 0.219 +(epoch: 41, iters: 57760, time: 0.426, data: 0.018) G_GAN: 1.001 G_L1: 4.119 D_real: 0.000 D_fake: 0.556 +(epoch: 41, iters: 57860, time: 0.282, data: 0.018) G_GAN: 2.016 G_L1: 4.316 D_real: 0.003 D_fake: 0.189 +(epoch: 41, iters: 57960, time: 0.303, data: 0.016) G_GAN: 2.120 G_L1: 6.968 D_real: 0.011 D_fake: 0.256 +(epoch: 41, iters: 58060, time: 0.305, data: 0.019) G_GAN: 3.071 G_L1: 4.561 D_real: 0.049 D_fake: 0.245 +(epoch: 41, iters: 58160, time: 0.425, data: 0.021) G_GAN: 1.785 G_L1: 5.314 D_real: 0.002 D_fake: 0.574 +(epoch: 41, iters: 58260, time: 0.296, data: 0.019) G_GAN: 1.535 G_L1: 4.589 D_real: 0.001 D_fake: 0.518 +(epoch: 41, iters: 58360, time: 0.304, data: 0.018) G_GAN: 1.681 G_L1: 6.291 D_real: 0.006 D_fake: 0.557 +(epoch: 41, iters: 58460, time: 0.290, data: 0.020) G_GAN: 1.397 G_L1: 4.185 D_real: 0.000 D_fake: 0.737 +(epoch: 41, iters: 58560, time: 0.377, data: 0.019) G_GAN: 1.405 G_L1: 4.443 D_real: 0.000 D_fake: 0.578 +(epoch: 41, iters: 58660, time: 0.301, data: 0.016) G_GAN: 1.790 G_L1: 4.537 D_real: 0.021 D_fake: 0.325 +(epoch: 41, iters: 58760, time: 0.300, data: 0.020) G_GAN: 1.298 G_L1: 5.162 D_real: 0.002 D_fake: 1.124 +(epoch: 41, iters: 58860, time: 0.293, data: 0.022) G_GAN: 2.542 G_L1: 6.306 D_real: 0.035 D_fake: 0.450 +(epoch: 41, iters: 58960, time: 0.416, data: 0.017) G_GAN: 2.427 G_L1: 5.636 D_real: 0.000 D_fake: 0.450 +(epoch: 41, iters: 59060, time: 0.301, data: 0.019) G_GAN: 1.024 G_L1: 4.172 D_real: 0.001 D_fake: 0.770 +(epoch: 41, iters: 59160, time: 0.294, data: 0.021) G_GAN: 1.615 G_L1: 5.106 D_real: 0.018 D_fake: 0.512 +(epoch: 41, iters: 59260, time: 0.291, data: 0.017) G_GAN: 2.110 G_L1: 4.770 D_real: 0.000 D_fake: 0.467 +(epoch: 41, iters: 59360, time: 0.547, data: 0.018) G_GAN: 1.814 G_L1: 5.728 D_real: 0.027 D_fake: 0.365 +(epoch: 41, iters: 59460, time: 0.308, data: 0.020) G_GAN: 1.486 G_L1: 5.957 D_real: 0.002 D_fake: 0.428 +(epoch: 41, iters: 59560, time: 0.295, data: 0.026) G_GAN: 1.891 G_L1: 6.033 D_real: 0.247 D_fake: 0.846 +(epoch: 41, iters: 59660, time: 0.306, data: 0.017) G_GAN: 1.329 G_L1: 4.141 D_real: 0.003 D_fake: 0.536 +(epoch: 41, iters: 59760, time: 0.407, data: 0.019) G_GAN: 2.038 G_L1: 5.655 D_real: 0.001 D_fake: 0.259 +(epoch: 41, iters: 59860, time: 0.297, data: 0.016) G_GAN: 2.137 G_L1: 4.757 D_real: 0.000 D_fake: 0.273 +(epoch: 41, iters: 59960, time: 0.303, data: 0.018) G_GAN: 1.209 G_L1: 4.276 D_real: 0.000 D_fake: 0.528 +(epoch: 42, iters: 44, time: 0.302, data: 0.020) G_GAN: 1.750 G_L1: 4.737 D_real: 0.040 D_fake: 0.600 +(epoch: 42, iters: 144, time: 0.586, data: 0.019) G_GAN: 2.478 G_L1: 7.947 D_real: 0.010 D_fake: 0.320 +(epoch: 42, iters: 244, time: 0.285, data: 0.017) G_GAN: 1.050 G_L1: 4.756 D_real: 0.003 D_fake: 0.608 +(epoch: 42, iters: 344, time: 0.307, data: 0.017) G_GAN: 1.490 G_L1: 4.975 D_real: 0.000 D_fake: 0.381 +(epoch: 42, iters: 444, time: 0.295, data: 0.018) G_GAN: 1.635 G_L1: 3.478 D_real: 0.006 D_fake: 0.610 +(epoch: 42, iters: 544, time: 0.427, data: 0.018) G_GAN: 1.618 G_L1: 4.544 D_real: 0.001 D_fake: 0.750 +(epoch: 42, iters: 644, time: 0.296, data: 0.022) G_GAN: 1.538 G_L1: 4.240 D_real: 0.000 D_fake: 0.556 +(epoch: 42, iters: 744, time: 0.293, data: 0.020) G_GAN: 1.023 G_L1: 5.867 D_real: 0.003 D_fake: 0.395 +(epoch: 42, iters: 844, time: 0.279, data: 0.018) G_GAN: 1.127 G_L1: 3.992 D_real: 0.001 D_fake: 0.803 +(epoch: 42, iters: 944, time: 0.422, data: 0.019) G_GAN: 2.015 G_L1: 5.412 D_real: 0.005 D_fake: 0.393 +(epoch: 42, iters: 1044, time: 0.298, data: 0.019) G_GAN: 1.014 G_L1: 4.907 D_real: 0.001 D_fake: 1.318 +(epoch: 42, iters: 1144, time: 0.301, data: 0.018) G_GAN: 1.767 G_L1: 4.220 D_real: 0.010 D_fake: 0.380 +(epoch: 42, iters: 1244, time: 0.298, data: 0.019) G_GAN: 1.318 G_L1: 3.476 D_real: 0.000 D_fake: 0.471 +(epoch: 42, iters: 1344, time: 0.592, data: 0.018) G_GAN: 1.485 G_L1: 5.094 D_real: 0.001 D_fake: 0.540 +(epoch: 42, iters: 1444, time: 0.288, data: 0.019) G_GAN: 1.659 G_L1: 4.257 D_real: 0.001 D_fake: 0.486 +(epoch: 42, iters: 1544, time: 0.302, data: 0.020) G_GAN: 1.950 G_L1: 7.061 D_real: 0.128 D_fake: 0.400 +(epoch: 42, iters: 1644, time: 0.281, data: 0.018) G_GAN: 2.064 G_L1: 5.117 D_real: 0.008 D_fake: 0.792 +(epoch: 42, iters: 1744, time: 0.429, data: 0.019) G_GAN: 1.429 G_L1: 6.456 D_real: 0.066 D_fake: 0.929 +(epoch: 42, iters: 1844, time: 0.299, data: 0.019) G_GAN: 1.251 G_L1: 4.498 D_real: 0.001 D_fake: 0.505 +(epoch: 42, iters: 1944, time: 0.295, data: 0.022) G_GAN: 2.875 G_L1: 4.523 D_real: 0.007 D_fake: 0.320 +(epoch: 42, iters: 2044, time: 0.305, data: 0.017) G_GAN: 2.534 G_L1: 3.631 D_real: 0.104 D_fake: 0.165 +(epoch: 42, iters: 2144, time: 0.407, data: 0.019) G_GAN: 3.065 G_L1: 4.673 D_real: 0.285 D_fake: 0.173 +(epoch: 42, iters: 2244, time: 0.295, data: 0.018) G_GAN: 2.538 G_L1: 9.776 D_real: 0.054 D_fake: 0.561 +(epoch: 42, iters: 2344, time: 0.298, data: 0.017) G_GAN: 2.206 G_L1: 3.687 D_real: 0.075 D_fake: 0.215 +(epoch: 42, iters: 2444, time: 0.296, data: 0.019) G_GAN: 2.413 G_L1: 4.650 D_real: 0.453 D_fake: 0.452 +(epoch: 42, iters: 2544, time: 0.415, data: 0.018) G_GAN: 2.281 G_L1: 3.942 D_real: 0.060 D_fake: 0.303 +(epoch: 42, iters: 2644, time: 0.289, data: 0.019) G_GAN: 2.088 G_L1: 3.107 D_real: 0.942 D_fake: 0.271 +(epoch: 42, iters: 2744, time: 0.302, data: 0.017) G_GAN: 1.684 G_L1: 3.507 D_real: 0.179 D_fake: 0.657 +(epoch: 42, iters: 2844, time: 0.298, data: 0.019) G_GAN: 3.075 G_L1: 5.262 D_real: 0.035 D_fake: 0.263 +(epoch: 42, iters: 2944, time: 0.416, data: 0.019) G_GAN: 2.561 G_L1: 3.636 D_real: 0.652 D_fake: 0.390 +(epoch: 42, iters: 3044, time: 0.288, data: 0.022) G_GAN: 1.596 G_L1: 5.831 D_real: 1.894 D_fake: 0.189 +(epoch: 42, iters: 3144, time: 0.306, data: 0.020) G_GAN: 2.191 G_L1: 5.448 D_real: 0.676 D_fake: 0.420 +(epoch: 42, iters: 3244, time: 0.301, data: 0.019) G_GAN: 2.195 G_L1: 4.854 D_real: 0.735 D_fake: 0.215 +(epoch: 42, iters: 3344, time: 0.573, data: 0.018) G_GAN: 2.376 G_L1: 3.514 D_real: 0.711 D_fake: 0.434 +(epoch: 42, iters: 3444, time: 0.299, data: 0.018) G_GAN: 4.031 G_L1: 3.558 D_real: 0.460 D_fake: 0.184 +(epoch: 42, iters: 3544, time: 0.289, data: 0.017) G_GAN: 1.647 G_L1: 3.961 D_real: 0.875 D_fake: 0.249 +(epoch: 42, iters: 3644, time: 0.297, data: 0.018) G_GAN: 2.862 G_L1: 3.243 D_real: 0.121 D_fake: 0.149 +(epoch: 42, iters: 3744, time: 0.409, data: 0.017) G_GAN: 2.734 G_L1: 3.650 D_real: 0.417 D_fake: 0.211 +(epoch: 42, iters: 3844, time: 0.303, data: 0.016) G_GAN: 2.439 G_L1: 3.835 D_real: 0.196 D_fake: 0.403 +(epoch: 42, iters: 3944, time: 0.303, data: 0.018) G_GAN: 2.007 G_L1: 4.288 D_real: 0.808 D_fake: 0.503 +(epoch: 42, iters: 4044, time: 0.301, data: 0.017) G_GAN: 2.473 G_L1: 3.433 D_real: 0.297 D_fake: 0.413 +(epoch: 42, iters: 4144, time: 0.399, data: 0.017) G_GAN: 2.544 G_L1: 4.006 D_real: 0.266 D_fake: 0.226 +(epoch: 42, iters: 4244, time: 0.290, data: 0.018) G_GAN: 2.265 G_L1: 3.272 D_real: 0.396 D_fake: 0.269 +(epoch: 42, iters: 4344, time: 0.301, data: 0.016) G_GAN: 1.951 G_L1: 3.453 D_real: 1.672 D_fake: 0.286 +(epoch: 42, iters: 4444, time: 0.302, data: 0.019) G_GAN: 4.295 G_L1: 9.443 D_real: 0.046 D_fake: 1.303 +(epoch: 42, iters: 4544, time: 0.421, data: 0.023) G_GAN: 2.620 G_L1: 3.760 D_real: 1.159 D_fake: 0.062 +(epoch: 42, iters: 4644, time: 0.295, data: 0.020) G_GAN: 1.503 G_L1: 2.356 D_real: 0.517 D_fake: 0.465 +(epoch: 42, iters: 4744, time: 0.309, data: 0.020) G_GAN: 2.009 G_L1: 4.309 D_real: 1.076 D_fake: 0.138 +(epoch: 42, iters: 4844, time: 0.299, data: 0.018) G_GAN: 1.262 G_L1: 3.487 D_real: 0.441 D_fake: 0.567 +(epoch: 42, iters: 4944, time: 0.425, data: 0.021) G_GAN: 2.546 G_L1: 4.371 D_real: 0.308 D_fake: 0.565 +(epoch: 42, iters: 5044, time: 0.291, data: 0.018) G_GAN: 2.342 G_L1: 4.121 D_real: 0.255 D_fake: 0.340 +(epoch: 42, iters: 5144, time: 0.290, data: 0.017) G_GAN: 1.879 G_L1: 5.143 D_real: 0.084 D_fake: 0.742 +(epoch: 42, iters: 5244, time: 0.305, data: 0.017) G_GAN: 2.229 G_L1: 3.686 D_real: 0.313 D_fake: 0.513 +(epoch: 42, iters: 5344, time: 0.582, data: 0.020) G_GAN: 1.464 G_L1: 3.382 D_real: 0.601 D_fake: 0.591 +(epoch: 42, iters: 5444, time: 0.302, data: 0.018) G_GAN: 2.922 G_L1: 4.298 D_real: 0.833 D_fake: 0.123 +(epoch: 42, iters: 5544, time: 0.302, data: 0.018) G_GAN: 2.458 G_L1: 4.335 D_real: 0.233 D_fake: 0.254 +(epoch: 42, iters: 5644, time: 0.284, data: 0.017) G_GAN: 3.586 G_L1: 4.179 D_real: 0.034 D_fake: 0.317 +(epoch: 42, iters: 5744, time: 0.389, data: 0.017) G_GAN: 2.570 G_L1: 4.465 D_real: 0.288 D_fake: 0.864 +(epoch: 42, iters: 5844, time: 0.302, data: 0.018) G_GAN: 2.999 G_L1: 3.926 D_real: 0.035 D_fake: 0.185 +(epoch: 42, iters: 5944, time: 0.295, data: 0.020) G_GAN: 2.565 G_L1: 5.178 D_real: 0.170 D_fake: 1.011 +(epoch: 42, iters: 6044, time: 0.298, data: 0.017) G_GAN: 2.133 G_L1: 3.919 D_real: 0.311 D_fake: 0.350 +(epoch: 42, iters: 6144, time: 0.410, data: 0.021) G_GAN: 2.299 G_L1: 3.368 D_real: 0.375 D_fake: 0.358 +(epoch: 42, iters: 6244, time: 0.300, data: 0.018) G_GAN: 1.535 G_L1: 3.645 D_real: 1.315 D_fake: 0.176 +(epoch: 42, iters: 6344, time: 0.302, data: 0.022) G_GAN: 1.222 G_L1: 3.275 D_real: 0.687 D_fake: 0.683 +(epoch: 42, iters: 6444, time: 0.295, data: 0.018) G_GAN: 1.693 G_L1: 3.868 D_real: 0.789 D_fake: 0.200 +(epoch: 42, iters: 6544, time: 0.372, data: 0.016) G_GAN: 2.384 G_L1: 4.986 D_real: 0.152 D_fake: 0.451 +(epoch: 42, iters: 6644, time: 0.294, data: 0.016) G_GAN: 3.164 G_L1: 4.550 D_real: 0.111 D_fake: 0.164 +(epoch: 42, iters: 6744, time: 0.302, data: 0.017) G_GAN: 2.067 G_L1: 3.990 D_real: 0.139 D_fake: 0.307 +(epoch: 42, iters: 6844, time: 0.292, data: 0.018) G_GAN: 2.008 G_L1: 3.922 D_real: 0.006 D_fake: 0.252 +(epoch: 42, iters: 6944, time: 0.429, data: 0.017) G_GAN: 2.257 G_L1: 3.471 D_real: 0.226 D_fake: 0.294 +(epoch: 42, iters: 7044, time: 0.292, data: 0.019) G_GAN: 2.548 G_L1: 6.286 D_real: 1.239 D_fake: 0.103 +(epoch: 42, iters: 7144, time: 0.297, data: 0.018) G_GAN: 1.971 G_L1: 3.859 D_real: 0.444 D_fake: 0.375 +(epoch: 42, iters: 7244, time: 0.296, data: 0.016) G_GAN: 2.302 G_L1: 3.217 D_real: 0.170 D_fake: 0.195 +(epoch: 42, iters: 7344, time: 0.581, data: 0.018) G_GAN: 1.864 G_L1: 3.084 D_real: 0.775 D_fake: 0.267 +(epoch: 42, iters: 7444, time: 0.308, data: 0.018) G_GAN: 2.696 G_L1: 2.774 D_real: 0.055 D_fake: 0.948 +(epoch: 42, iters: 7544, time: 0.303, data: 0.018) G_GAN: 1.368 G_L1: 2.512 D_real: 0.174 D_fake: 0.722 +(epoch: 42, iters: 7644, time: 0.308, data: 0.017) G_GAN: 2.258 G_L1: 5.401 D_real: 0.178 D_fake: 0.385 +(epoch: 42, iters: 7744, time: 0.428, data: 0.019) G_GAN: 2.147 G_L1: 4.006 D_real: 0.266 D_fake: 0.651 +(epoch: 42, iters: 7844, time: 0.304, data: 0.018) G_GAN: 2.970 G_L1: 3.897 D_real: 0.278 D_fake: 0.076 +(epoch: 42, iters: 7944, time: 0.295, data: 0.018) G_GAN: 3.254 G_L1: 4.290 D_real: 0.153 D_fake: 0.239 +(epoch: 42, iters: 8044, time: 0.296, data: 0.017) G_GAN: 2.698 G_L1: 5.136 D_real: 0.405 D_fake: 0.367 +(epoch: 42, iters: 8144, time: 0.399, data: 0.017) G_GAN: 3.013 G_L1: 4.271 D_real: 0.207 D_fake: 0.139 +(epoch: 42, iters: 8244, time: 0.300, data: 0.017) G_GAN: 1.559 G_L1: 2.864 D_real: 0.199 D_fake: 0.509 +(epoch: 42, iters: 8344, time: 0.299, data: 0.018) G_GAN: 2.240 G_L1: 2.612 D_real: 0.220 D_fake: 0.232 +(epoch: 42, iters: 8444, time: 0.297, data: 0.019) G_GAN: 2.208 G_L1: 3.038 D_real: 0.367 D_fake: 0.296 +(epoch: 42, iters: 8544, time: 0.432, data: 0.022) G_GAN: 2.334 G_L1: 4.747 D_real: 0.891 D_fake: 0.190 +(epoch: 42, iters: 8644, time: 0.300, data: 0.019) G_GAN: 3.095 G_L1: 5.064 D_real: 0.119 D_fake: 0.139 +(epoch: 42, iters: 8744, time: 0.296, data: 0.018) G_GAN: 2.659 G_L1: 3.719 D_real: 0.303 D_fake: 0.221 +(epoch: 42, iters: 8844, time: 0.287, data: 0.018) G_GAN: 2.311 G_L1: 4.716 D_real: 0.023 D_fake: 0.499 +(epoch: 42, iters: 8944, time: 0.411, data: 0.017) G_GAN: 2.200 G_L1: 3.592 D_real: 1.034 D_fake: 0.095 +(epoch: 42, iters: 9044, time: 0.293, data: 0.024) G_GAN: 2.152 G_L1: 4.322 D_real: 0.247 D_fake: 0.242 +(epoch: 42, iters: 9144, time: 0.303, data: 0.018) G_GAN: 3.779 G_L1: 6.019 D_real: 0.005 D_fake: 0.182 +(epoch: 42, iters: 9244, time: 0.290, data: 0.019) G_GAN: 2.375 G_L1: 3.488 D_real: 0.602 D_fake: 0.144 +(epoch: 42, iters: 9344, time: 0.585, data: 0.021) G_GAN: 2.320 G_L1: 3.444 D_real: 0.492 D_fake: 0.172 +(epoch: 42, iters: 9444, time: 0.288, data: 0.019) G_GAN: 1.541 G_L1: 3.058 D_real: 0.598 D_fake: 0.461 +(epoch: 42, iters: 9544, time: 0.296, data: 0.020) G_GAN: 3.236 G_L1: 7.153 D_real: 0.420 D_fake: 0.101 +(epoch: 42, iters: 9644, time: 0.292, data: 0.018) G_GAN: 2.373 G_L1: 3.564 D_real: 0.223 D_fake: 0.426 +(epoch: 42, iters: 9744, time: 0.415, data: 0.020) G_GAN: 3.398 G_L1: 4.479 D_real: 0.061 D_fake: 0.112 +(epoch: 42, iters: 9844, time: 0.287, data: 0.016) G_GAN: 2.108 G_L1: 4.257 D_real: 0.481 D_fake: 0.246 +(epoch: 42, iters: 9944, time: 0.292, data: 0.022) G_GAN: 2.102 G_L1: 4.451 D_real: 0.676 D_fake: 0.113 +(epoch: 42, iters: 10044, time: 0.297, data: 0.018) G_GAN: 3.011 G_L1: 4.913 D_real: 0.068 D_fake: 0.162 +(epoch: 42, iters: 10144, time: 0.409, data: 0.019) G_GAN: 2.526 G_L1: 2.715 D_real: 0.475 D_fake: 0.167 +(epoch: 42, iters: 10244, time: 0.294, data: 0.018) G_GAN: 3.275 G_L1: 3.741 D_real: 0.183 D_fake: 0.105 +(epoch: 42, iters: 10344, time: 0.304, data: 0.021) G_GAN: 2.653 G_L1: 4.572 D_real: 0.308 D_fake: 0.105 +(epoch: 42, iters: 10444, time: 0.294, data: 0.022) G_GAN: 1.692 G_L1: 2.591 D_real: 0.578 D_fake: 0.183 +(epoch: 42, iters: 10544, time: 0.419, data: 0.017) G_GAN: 2.261 G_L1: 3.227 D_real: 0.093 D_fake: 0.335 +(epoch: 42, iters: 10644, time: 0.307, data: 0.018) G_GAN: 2.645 G_L1: 3.654 D_real: 0.173 D_fake: 0.432 +(epoch: 42, iters: 10744, time: 0.297, data: 0.019) G_GAN: 3.682 G_L1: 8.114 D_real: 0.977 D_fake: 0.080 +(epoch: 42, iters: 10844, time: 0.300, data: 0.019) G_GAN: 2.095 G_L1: 2.646 D_real: 0.072 D_fake: 0.352 +(epoch: 42, iters: 10944, time: 0.419, data: 0.022) G_GAN: 1.627 G_L1: 3.446 D_real: 0.491 D_fake: 0.441 +(epoch: 42, iters: 11044, time: 0.309, data: 0.018) G_GAN: 2.185 G_L1: 2.867 D_real: 0.299 D_fake: 0.324 +(epoch: 42, iters: 11144, time: 0.299, data: 0.019) G_GAN: 1.823 G_L1: 3.969 D_real: 0.775 D_fake: 0.383 +(epoch: 42, iters: 11244, time: 0.291, data: 0.021) G_GAN: 2.731 G_L1: 3.686 D_real: 0.481 D_fake: 0.189 +(epoch: 42, iters: 11344, time: 0.571, data: 0.018) G_GAN: 3.552 G_L1: 4.483 D_real: 0.031 D_fake: 0.077 +(epoch: 42, iters: 11444, time: 0.299, data: 0.017) G_GAN: 1.514 G_L1: 3.707 D_real: 0.492 D_fake: 0.417 +(epoch: 42, iters: 11544, time: 0.295, data: 0.018) G_GAN: 2.798 G_L1: 4.353 D_real: 0.018 D_fake: 0.230 +(epoch: 42, iters: 11644, time: 0.283, data: 0.033) G_GAN: 3.459 G_L1: 3.602 D_real: 0.084 D_fake: 0.235 +(epoch: 42, iters: 11744, time: 0.413, data: 0.018) G_GAN: 2.599 G_L1: 4.598 D_real: 0.141 D_fake: 0.256 +(epoch: 42, iters: 11844, time: 0.293, data: 0.021) G_GAN: 2.030 G_L1: 3.192 D_real: 0.376 D_fake: 0.224 +(epoch: 42, iters: 11944, time: 0.294, data: 0.016) G_GAN: 1.944 G_L1: 3.758 D_real: 0.348 D_fake: 0.268 +(epoch: 42, iters: 12044, time: 0.303, data: 0.018) G_GAN: 3.055 G_L1: 3.444 D_real: 0.430 D_fake: 0.224 +(epoch: 42, iters: 12144, time: 0.381, data: 0.019) G_GAN: 3.607 G_L1: 4.299 D_real: 0.026 D_fake: 0.202 +(epoch: 42, iters: 12244, time: 0.294, data: 0.018) G_GAN: 2.193 G_L1: 3.014 D_real: 0.190 D_fake: 0.276 +(epoch: 42, iters: 12344, time: 0.298, data: 0.018) G_GAN: 2.963 G_L1: 5.128 D_real: 0.505 D_fake: 0.269 +(epoch: 42, iters: 12444, time: 0.294, data: 0.017) G_GAN: 5.549 G_L1: 3.035 D_real: 0.262 D_fake: 0.056 +(epoch: 42, iters: 12544, time: 0.411, data: 0.018) G_GAN: 5.481 G_L1: 4.218 D_real: 0.027 D_fake: 0.505 +(epoch: 42, iters: 12644, time: 0.301, data: 0.022) G_GAN: 2.983 G_L1: 4.060 D_real: 0.071 D_fake: 0.286 +(epoch: 42, iters: 12744, time: 0.303, data: 0.019) G_GAN: 2.922 G_L1: 6.064 D_real: 0.006 D_fake: 0.532 +(epoch: 42, iters: 12844, time: 0.294, data: 0.018) G_GAN: 2.014 G_L1: 4.022 D_real: 0.066 D_fake: 0.242 +(epoch: 42, iters: 12944, time: 0.401, data: 0.018) G_GAN: 2.176 G_L1: 3.982 D_real: 0.027 D_fake: 0.332 +(epoch: 42, iters: 13044, time: 0.286, data: 0.019) G_GAN: 4.078 G_L1: 7.182 D_real: 0.003 D_fake: 0.111 +(epoch: 42, iters: 13144, time: 0.304, data: 0.017) G_GAN: 3.494 G_L1: 5.002 D_real: 0.000 D_fake: 0.154 +(epoch: 42, iters: 13244, time: 0.297, data: 0.017) G_GAN: 3.014 G_L1: 3.033 D_real: 0.001 D_fake: 0.509 +(epoch: 42, iters: 13344, time: 0.582, data: 0.020) G_GAN: 1.901 G_L1: 4.293 D_real: 0.000 D_fake: 0.270 +(epoch: 42, iters: 13444, time: 0.303, data: 0.019) G_GAN: 2.291 G_L1: 4.321 D_real: 0.000 D_fake: 0.231 +(epoch: 42, iters: 13544, time: 0.296, data: 0.018) G_GAN: 2.127 G_L1: 4.097 D_real: 0.372 D_fake: 0.252 +(epoch: 42, iters: 13644, time: 0.295, data: 0.017) G_GAN: 2.274 G_L1: 5.318 D_real: 0.012 D_fake: 0.464 +(epoch: 42, iters: 13744, time: 0.385, data: 0.019) G_GAN: 1.378 G_L1: 4.262 D_real: 0.085 D_fake: 0.165 +(epoch: 42, iters: 13844, time: 0.300, data: 0.019) G_GAN: 2.135 G_L1: 4.724 D_real: 0.045 D_fake: 0.299 +(epoch: 42, iters: 13944, time: 0.293, data: 0.018) G_GAN: 2.341 G_L1: 3.744 D_real: 0.000 D_fake: 0.224 +(epoch: 42, iters: 14044, time: 0.293, data: 0.017) G_GAN: 3.379 G_L1: 7.213 D_real: 0.001 D_fake: 0.380 +(epoch: 42, iters: 14144, time: 0.390, data: 0.019) G_GAN: 2.271 G_L1: 3.367 D_real: 0.049 D_fake: 0.308 +(epoch: 42, iters: 14244, time: 0.300, data: 0.018) G_GAN: 3.893 G_L1: 4.270 D_real: 0.178 D_fake: 0.229 +(epoch: 42, iters: 14344, time: 0.304, data: 0.020) G_GAN: 2.234 G_L1: 3.545 D_real: 0.518 D_fake: 0.242 +(epoch: 42, iters: 14444, time: 0.304, data: 0.021) G_GAN: 3.663 G_L1: 5.623 D_real: 0.335 D_fake: 0.293 +(epoch: 42, iters: 14544, time: 0.416, data: 0.019) G_GAN: 2.475 G_L1: 4.912 D_real: 0.005 D_fake: 0.184 +(epoch: 42, iters: 14644, time: 0.293, data: 0.020) G_GAN: 3.979 G_L1: 4.051 D_real: 0.012 D_fake: 0.176 +(epoch: 42, iters: 14744, time: 0.299, data: 0.017) G_GAN: 3.207 G_L1: 5.392 D_real: 0.204 D_fake: 0.314 +(epoch: 42, iters: 14844, time: 0.297, data: 0.019) G_GAN: 3.237 G_L1: 3.291 D_real: 0.262 D_fake: 0.106 +(epoch: 42, iters: 14944, time: 0.415, data: 0.019) G_GAN: 3.715 G_L1: 3.097 D_real: 0.231 D_fake: 0.109 +(epoch: 42, iters: 15044, time: 0.303, data: 0.020) G_GAN: 4.378 G_L1: 4.772 D_real: 0.039 D_fake: 0.053 +(epoch: 42, iters: 15144, time: 0.300, data: 0.019) G_GAN: 2.613 G_L1: 4.189 D_real: 0.995 D_fake: 0.072 +(epoch: 42, iters: 15244, time: 0.302, data: 0.018) G_GAN: 2.282 G_L1: 3.254 D_real: 0.328 D_fake: 0.303 +(epoch: 42, iters: 15344, time: 0.605, data: 0.023) G_GAN: 3.230 G_L1: 5.186 D_real: 0.872 D_fake: 0.066 +(epoch: 42, iters: 15444, time: 0.303, data: 0.021) G_GAN: 2.379 G_L1: 3.347 D_real: 0.322 D_fake: 0.282 +(epoch: 42, iters: 15544, time: 0.305, data: 0.018) G_GAN: 2.340 G_L1: 4.296 D_real: 0.115 D_fake: 0.276 +(epoch: 42, iters: 15644, time: 0.304, data: 0.021) G_GAN: 3.162 G_L1: 3.174 D_real: 0.092 D_fake: 0.301 +(epoch: 42, iters: 15744, time: 0.414, data: 0.019) G_GAN: 2.054 G_L1: 4.809 D_real: 0.139 D_fake: 0.308 +(epoch: 42, iters: 15844, time: 0.304, data: 0.018) G_GAN: 2.771 G_L1: 3.662 D_real: 0.010 D_fake: 0.270 +(epoch: 42, iters: 15944, time: 0.295, data: 0.019) G_GAN: 3.741 G_L1: 4.604 D_real: 0.092 D_fake: 0.238 +(epoch: 42, iters: 16044, time: 0.299, data: 0.019) G_GAN: 3.237 G_L1: 4.007 D_real: 0.069 D_fake: 0.111 +(epoch: 42, iters: 16144, time: 0.413, data: 0.019) G_GAN: 2.711 G_L1: 3.966 D_real: 0.172 D_fake: 0.235 +(epoch: 42, iters: 16244, time: 0.299, data: 0.019) G_GAN: 3.324 G_L1: 3.596 D_real: 0.064 D_fake: 0.207 +(epoch: 42, iters: 16344, time: 0.303, data: 0.018) G_GAN: 2.239 G_L1: 4.712 D_real: 0.000 D_fake: 0.170 +(epoch: 42, iters: 16444, time: 0.300, data: 0.020) G_GAN: 2.923 G_L1: 5.424 D_real: 0.003 D_fake: 0.265 +(epoch: 42, iters: 16544, time: 0.396, data: 0.019) G_GAN: 3.485 G_L1: 3.867 D_real: 0.001 D_fake: 0.108 +(epoch: 42, iters: 16644, time: 0.306, data: 0.021) G_GAN: 3.396 G_L1: 3.760 D_real: 0.166 D_fake: 0.103 +(epoch: 42, iters: 16744, time: 0.303, data: 0.022) G_GAN: 1.828 G_L1: 4.900 D_real: 0.000 D_fake: 0.403 +(epoch: 42, iters: 16844, time: 0.300, data: 0.018) G_GAN: 2.701 G_L1: 3.942 D_real: 0.050 D_fake: 0.140 +(epoch: 42, iters: 16944, time: 0.418, data: 0.020) G_GAN: 2.707 G_L1: 3.718 D_real: 0.095 D_fake: 0.311 +(epoch: 42, iters: 17044, time: 0.295, data: 0.022) G_GAN: 2.447 G_L1: 3.677 D_real: 0.000 D_fake: 0.190 +(epoch: 42, iters: 17144, time: 0.299, data: 0.019) G_GAN: 3.849 G_L1: 6.059 D_real: 0.000 D_fake: 0.074 +(epoch: 42, iters: 17244, time: 0.303, data: 0.018) G_GAN: 2.347 G_L1: 4.781 D_real: 0.087 D_fake: 0.247 +(epoch: 42, iters: 17344, time: 0.543, data: 0.019) G_GAN: 2.861 G_L1: 4.735 D_real: 0.012 D_fake: 0.409 +(epoch: 42, iters: 17444, time: 0.297, data: 0.021) G_GAN: 4.095 G_L1: 5.017 D_real: 0.408 D_fake: 0.191 +(epoch: 42, iters: 17544, time: 0.298, data: 0.018) G_GAN: 3.570 G_L1: 4.218 D_real: 0.201 D_fake: 0.288 +(epoch: 42, iters: 17644, time: 0.300, data: 0.018) G_GAN: 5.204 G_L1: 3.105 D_real: 0.085 D_fake: 0.028 +(epoch: 42, iters: 17744, time: 0.424, data: 0.018) G_GAN: 2.669 G_L1: 3.442 D_real: 0.005 D_fake: 0.189 +(epoch: 42, iters: 17844, time: 0.290, data: 0.019) G_GAN: 2.682 G_L1: 4.762 D_real: 0.350 D_fake: 0.148 +(epoch: 42, iters: 17944, time: 0.301, data: 0.021) G_GAN: 2.602 G_L1: 5.195 D_real: 0.247 D_fake: 0.180 +(epoch: 42, iters: 18044, time: 0.305, data: 0.019) G_GAN: 3.841 G_L1: 4.346 D_real: 0.109 D_fake: 0.086 +(epoch: 42, iters: 18144, time: 0.416, data: 0.018) G_GAN: 2.166 G_L1: 4.865 D_real: 0.689 D_fake: 0.531 +(epoch: 42, iters: 18244, time: 0.299, data: 0.020) G_GAN: 3.170 G_L1: 3.729 D_real: 0.042 D_fake: 0.389 +(epoch: 42, iters: 18344, time: 0.306, data: 0.019) G_GAN: 2.717 G_L1: 4.175 D_real: 0.507 D_fake: 0.150 +(epoch: 42, iters: 18444, time: 0.298, data: 0.019) G_GAN: 1.746 G_L1: 4.607 D_real: 0.647 D_fake: 0.241 +(epoch: 42, iters: 18544, time: 0.414, data: 0.019) G_GAN: 3.635 G_L1: 6.803 D_real: 0.040 D_fake: 0.202 +(epoch: 42, iters: 18644, time: 0.304, data: 0.019) G_GAN: 4.982 G_L1: 5.444 D_real: 0.013 D_fake: 0.065 +(epoch: 42, iters: 18744, time: 0.299, data: 0.019) G_GAN: 3.140 G_L1: 4.291 D_real: 0.090 D_fake: 0.213 +(epoch: 42, iters: 18844, time: 0.300, data: 0.020) G_GAN: 4.259 G_L1: 4.585 D_real: 0.003 D_fake: 0.113 +(epoch: 42, iters: 18944, time: 0.421, data: 0.018) G_GAN: 3.357 G_L1: 3.830 D_real: 0.054 D_fake: 0.244 +(epoch: 42, iters: 19044, time: 0.300, data: 0.021) G_GAN: 3.568 G_L1: 4.017 D_real: 0.022 D_fake: 0.102 +(epoch: 42, iters: 19144, time: 0.302, data: 0.019) G_GAN: 3.242 G_L1: 3.963 D_real: 0.009 D_fake: 0.130 +(epoch: 42, iters: 19244, time: 0.311, data: 0.020) G_GAN: 5.072 G_L1: 5.478 D_real: 0.010 D_fake: 0.041 +(epoch: 42, iters: 19344, time: 0.580, data: 0.019) G_GAN: 2.841 G_L1: 3.849 D_real: 0.003 D_fake: 0.671 +(epoch: 42, iters: 19444, time: 0.302, data: 0.019) G_GAN: 5.752 G_L1: 4.168 D_real: 0.095 D_fake: 0.101 +(epoch: 42, iters: 19544, time: 0.291, data: 0.018) G_GAN: 4.078 G_L1: 4.259 D_real: 0.067 D_fake: 0.091 +(epoch: 42, iters: 19644, time: 0.292, data: 0.023) G_GAN: 2.489 G_L1: 3.140 D_real: 0.341 D_fake: 0.218 +(epoch: 42, iters: 19744, time: 0.417, data: 0.018) G_GAN: 2.359 G_L1: 3.152 D_real: 0.125 D_fake: 0.128 +(epoch: 42, iters: 19844, time: 0.295, data: 0.030) G_GAN: 2.255 G_L1: 3.971 D_real: 0.512 D_fake: 0.134 +(epoch: 42, iters: 19944, time: 0.285, data: 0.017) G_GAN: 4.365 G_L1: 7.191 D_real: 0.108 D_fake: 0.294 +(epoch: 42, iters: 20044, time: 0.294, data: 0.017) G_GAN: 2.884 G_L1: 3.422 D_real: 0.457 D_fake: 0.092 +(epoch: 42, iters: 20144, time: 0.418, data: 0.020) G_GAN: 3.047 G_L1: 10.625 D_real: 0.096 D_fake: 0.297 +(epoch: 42, iters: 20244, time: 0.295, data: 0.019) G_GAN: 3.906 G_L1: 4.069 D_real: 0.090 D_fake: 0.060 +(epoch: 42, iters: 20344, time: 0.286, data: 0.017) G_GAN: 3.954 G_L1: 4.245 D_real: 0.162 D_fake: 0.230 +(epoch: 42, iters: 20444, time: 0.295, data: 0.017) G_GAN: 3.535 G_L1: 3.373 D_real: 0.029 D_fake: 0.122 +(epoch: 42, iters: 20544, time: 0.414, data: 0.018) G_GAN: 1.987 G_L1: 3.410 D_real: 0.298 D_fake: 0.413 +(epoch: 42, iters: 20644, time: 0.304, data: 0.017) G_GAN: 3.738 G_L1: 7.453 D_real: 0.073 D_fake: 0.191 +(epoch: 42, iters: 20744, time: 0.297, data: 0.018) G_GAN: 3.505 G_L1: 4.029 D_real: 0.013 D_fake: 0.592 +(epoch: 42, iters: 20844, time: 0.297, data: 0.016) G_GAN: 2.658 G_L1: 3.646 D_real: 0.123 D_fake: 0.158 +(epoch: 42, iters: 20944, time: 0.408, data: 0.018) G_GAN: 5.311 G_L1: 3.908 D_real: 0.006 D_fake: 0.180 +(epoch: 42, iters: 21044, time: 0.300, data: 0.017) G_GAN: 2.760 G_L1: 4.227 D_real: 0.571 D_fake: 0.300 +(epoch: 42, iters: 21144, time: 0.295, data: 0.018) G_GAN: 3.935 G_L1: 4.835 D_real: 0.122 D_fake: 0.092 +(epoch: 42, iters: 21244, time: 0.293, data: 0.019) G_GAN: 4.114 G_L1: 3.852 D_real: 0.085 D_fake: 0.074 +(epoch: 42, iters: 21344, time: 0.566, data: 0.017) G_GAN: 2.642 G_L1: 5.136 D_real: 0.189 D_fake: 0.159 +(epoch: 42, iters: 21444, time: 0.290, data: 0.017) G_GAN: 4.629 G_L1: 3.890 D_real: 0.102 D_fake: 0.017 +(epoch: 42, iters: 21544, time: 0.284, data: 0.016) G_GAN: 3.856 G_L1: 6.022 D_real: 0.013 D_fake: 0.372 +(epoch: 42, iters: 21644, time: 0.292, data: 0.017) G_GAN: 4.042 G_L1: 3.846 D_real: 0.082 D_fake: 0.564 +(epoch: 42, iters: 21744, time: 0.409, data: 0.022) G_GAN: 3.508 G_L1: 3.995 D_real: 0.188 D_fake: 0.079 +(epoch: 42, iters: 21844, time: 0.301, data: 0.017) G_GAN: 3.091 G_L1: 5.581 D_real: 0.514 D_fake: 0.070 +(epoch: 42, iters: 21944, time: 0.300, data: 0.020) G_GAN: 2.631 G_L1: 3.246 D_real: 0.218 D_fake: 0.134 +(epoch: 42, iters: 22044, time: 0.300, data: 0.019) G_GAN: 4.843 G_L1: 5.950 D_real: 0.047 D_fake: 0.039 +(epoch: 42, iters: 22144, time: 0.415, data: 0.018) G_GAN: 3.826 G_L1: 5.423 D_real: 0.270 D_fake: 0.121 +(epoch: 42, iters: 22244, time: 0.288, data: 0.018) G_GAN: 3.707 G_L1: 2.860 D_real: 0.709 D_fake: 0.052 +(epoch: 42, iters: 22344, time: 0.286, data: 0.016) G_GAN: 2.622 G_L1: 4.684 D_real: 0.366 D_fake: 0.161 +(epoch: 42, iters: 22444, time: 0.282, data: 0.016) G_GAN: 2.732 G_L1: 3.293 D_real: 0.081 D_fake: 0.298 +(epoch: 42, iters: 22544, time: 0.409, data: 0.016) G_GAN: 3.087 G_L1: 3.865 D_real: 0.229 D_fake: 0.197 +(epoch: 42, iters: 22644, time: 0.300, data: 0.019) G_GAN: 3.573 G_L1: 4.690 D_real: 0.044 D_fake: 0.162 +(epoch: 42, iters: 22744, time: 0.300, data: 0.019) G_GAN: 4.483 G_L1: 5.768 D_real: 0.004 D_fake: 0.183 +(epoch: 42, iters: 22844, time: 0.295, data: 0.019) G_GAN: 4.239 G_L1: 7.446 D_real: 0.257 D_fake: 0.178 +(epoch: 42, iters: 22944, time: 0.406, data: 0.017) G_GAN: 3.736 G_L1: 5.261 D_real: 0.459 D_fake: 0.098 +(epoch: 42, iters: 23044, time: 0.295, data: 0.017) G_GAN: 2.882 G_L1: 3.934 D_real: 0.421 D_fake: 0.095 +(epoch: 42, iters: 23144, time: 0.301, data: 0.019) G_GAN: 4.681 G_L1: 4.231 D_real: 0.097 D_fake: 0.103 +(epoch: 42, iters: 23244, time: 0.291, data: 0.018) G_GAN: 3.178 G_L1: 2.994 D_real: 0.245 D_fake: 0.100 +(epoch: 42, iters: 23344, time: 0.574, data: 0.016) G_GAN: 4.567 G_L1: 4.516 D_real: 0.009 D_fake: 0.070 +(epoch: 42, iters: 23444, time: 0.293, data: 0.020) G_GAN: 3.965 G_L1: 3.010 D_real: 0.040 D_fake: 0.099 +(epoch: 42, iters: 23544, time: 0.297, data: 0.017) G_GAN: 4.010 G_L1: 4.360 D_real: 0.189 D_fake: 0.472 +(epoch: 42, iters: 23644, time: 0.298, data: 0.026) G_GAN: 2.618 G_L1: 2.616 D_real: 0.180 D_fake: 0.110 +(epoch: 42, iters: 23744, time: 0.392, data: 0.018) G_GAN: 3.453 G_L1: 2.440 D_real: 0.349 D_fake: 0.088 +(epoch: 42, iters: 23844, time: 0.292, data: 0.018) G_GAN: 3.355 G_L1: 4.664 D_real: 0.007 D_fake: 0.162 +(epoch: 42, iters: 23944, time: 0.285, data: 0.018) G_GAN: 3.224 G_L1: 2.638 D_real: 0.014 D_fake: 0.192 +(epoch: 42, iters: 24044, time: 0.305, data: 0.017) G_GAN: 2.801 G_L1: 3.353 D_real: 0.973 D_fake: 0.037 +(epoch: 42, iters: 24144, time: 0.415, data: 0.024) G_GAN: 3.404 G_L1: 2.890 D_real: 0.368 D_fake: 0.084 +(epoch: 42, iters: 24244, time: 0.289, data: 0.019) G_GAN: 3.761 G_L1: 2.721 D_real: 0.147 D_fake: 0.175 +(epoch: 42, iters: 24344, time: 0.297, data: 0.018) G_GAN: 3.623 G_L1: 2.560 D_real: 0.379 D_fake: 0.066 +(epoch: 42, iters: 24444, time: 0.302, data: 0.019) G_GAN: 3.444 G_L1: 4.404 D_real: 0.020 D_fake: 0.257 +(epoch: 42, iters: 24544, time: 0.420, data: 0.022) G_GAN: 5.133 G_L1: 3.655 D_real: 0.082 D_fake: 0.451 +(epoch: 42, iters: 24644, time: 0.306, data: 0.021) G_GAN: 4.653 G_L1: 3.447 D_real: 0.381 D_fake: 0.013 +(epoch: 42, iters: 24744, time: 0.299, data: 0.019) G_GAN: 4.983 G_L1: 5.374 D_real: 0.227 D_fake: 0.086 +(epoch: 42, iters: 24844, time: 0.300, data: 0.018) G_GAN: 3.383 G_L1: 4.934 D_real: 0.030 D_fake: 0.094 +(epoch: 42, iters: 24944, time: 0.379, data: 0.021) G_GAN: 3.200 G_L1: 3.392 D_real: 0.586 D_fake: 0.066 +(epoch: 42, iters: 25044, time: 0.306, data: 0.019) G_GAN: 3.793 G_L1: 3.663 D_real: 0.007 D_fake: 0.142 +(epoch: 42, iters: 25144, time: 0.300, data: 0.023) G_GAN: 4.839 G_L1: 5.785 D_real: 0.119 D_fake: 0.027 +(epoch: 42, iters: 25244, time: 0.295, data: 0.019) G_GAN: 4.189 G_L1: 2.686 D_real: 0.001 D_fake: 0.051 +(epoch: 42, iters: 25344, time: 0.572, data: 0.018) G_GAN: 3.608 G_L1: 3.601 D_real: 0.083 D_fake: 0.132 +(epoch: 42, iters: 25444, time: 0.302, data: 0.019) G_GAN: 3.280 G_L1: 4.032 D_real: 0.137 D_fake: 0.111 +(epoch: 42, iters: 25544, time: 0.298, data: 0.019) G_GAN: 2.511 G_L1: 5.965 D_real: 0.315 D_fake: 0.134 +(epoch: 42, iters: 25644, time: 0.303, data: 0.019) G_GAN: 4.135 G_L1: 4.003 D_real: 0.293 D_fake: 0.026 +(epoch: 42, iters: 25744, time: 0.392, data: 0.018) G_GAN: 4.536 G_L1: 4.422 D_real: 0.175 D_fake: 0.021 +(epoch: 42, iters: 25844, time: 0.301, data: 0.019) G_GAN: 3.424 G_L1: 3.899 D_real: 0.132 D_fake: 0.066 +(epoch: 42, iters: 25944, time: 0.298, data: 0.018) G_GAN: 3.824 G_L1: 3.536 D_real: 0.025 D_fake: 0.253 +(epoch: 42, iters: 26044, time: 0.286, data: 0.020) G_GAN: 3.433 G_L1: 3.172 D_real: 0.455 D_fake: 0.077 +(epoch: 42, iters: 26144, time: 0.413, data: 0.018) G_GAN: 2.939 G_L1: 3.215 D_real: 0.027 D_fake: 0.235 +(epoch: 42, iters: 26244, time: 0.302, data: 0.020) G_GAN: 4.653 G_L1: 3.917 D_real: 0.206 D_fake: 0.325 +(epoch: 42, iters: 26344, time: 0.298, data: 0.018) G_GAN: 4.623 G_L1: 4.024 D_real: 0.008 D_fake: 0.020 +(epoch: 42, iters: 26444, time: 0.283, data: 0.020) G_GAN: 3.436 G_L1: 4.677 D_real: 0.001 D_fake: 0.123 +(epoch: 42, iters: 26544, time: 0.407, data: 0.018) G_GAN: 4.873 G_L1: 4.182 D_real: 0.853 D_fake: 0.082 +(epoch: 42, iters: 26644, time: 0.298, data: 0.019) G_GAN: 2.047 G_L1: 3.187 D_real: 0.848 D_fake: 0.073 +(epoch: 42, iters: 26744, time: 0.303, data: 0.017) G_GAN: 3.521 G_L1: 3.804 D_real: 0.341 D_fake: 0.151 +(epoch: 42, iters: 26844, time: 0.301, data: 0.020) G_GAN: 4.004 G_L1: 2.536 D_real: 0.100 D_fake: 0.060 +(epoch: 42, iters: 26944, time: 0.409, data: 0.018) G_GAN: 4.139 G_L1: 5.935 D_real: 0.005 D_fake: 0.058 +(epoch: 42, iters: 27044, time: 0.302, data: 0.021) G_GAN: 5.060 G_L1: 3.574 D_real: 0.172 D_fake: 0.035 +(epoch: 42, iters: 27144, time: 0.293, data: 0.020) G_GAN: 2.495 G_L1: 3.430 D_real: 0.233 D_fake: 0.365 +(epoch: 42, iters: 27244, time: 0.302, data: 0.019) G_GAN: 3.407 G_L1: 3.917 D_real: 0.075 D_fake: 0.100 +(epoch: 42, iters: 27344, time: 0.590, data: 0.018) G_GAN: 3.236 G_L1: 4.117 D_real: 0.156 D_fake: 0.152 +(epoch: 42, iters: 27444, time: 0.302, data: 0.019) G_GAN: 3.273 G_L1: 3.972 D_real: 0.134 D_fake: 0.133 +(epoch: 42, iters: 27544, time: 0.293, data: 0.018) G_GAN: 2.673 G_L1: 4.571 D_real: 0.127 D_fake: 0.201 +(epoch: 42, iters: 27644, time: 0.294, data: 0.018) G_GAN: 4.115 G_L1: 4.478 D_real: 0.091 D_fake: 0.122 +(epoch: 42, iters: 27744, time: 0.417, data: 0.017) G_GAN: 4.795 G_L1: 3.569 D_real: 0.031 D_fake: 0.073 +(epoch: 42, iters: 27844, time: 0.276, data: 0.023) G_GAN: 4.240 G_L1: 3.820 D_real: 0.321 D_fake: 0.032 +(epoch: 42, iters: 27944, time: 0.304, data: 0.016) G_GAN: 4.248 G_L1: 3.949 D_real: 0.017 D_fake: 0.266 +(epoch: 42, iters: 28044, time: 0.288, data: 0.018) G_GAN: 3.013 G_L1: 2.760 D_real: 0.030 D_fake: 0.452 +(epoch: 42, iters: 28144, time: 0.390, data: 0.018) G_GAN: 2.720 G_L1: 3.820 D_real: 0.119 D_fake: 0.184 +(epoch: 42, iters: 28244, time: 0.294, data: 0.019) G_GAN: 2.590 G_L1: 4.306 D_real: 0.725 D_fake: 0.152 +(epoch: 42, iters: 28344, time: 0.304, data: 0.019) G_GAN: 3.262 G_L1: 4.341 D_real: 0.031 D_fake: 0.122 +(epoch: 42, iters: 28444, time: 0.301, data: 0.025) G_GAN: 4.126 G_L1: 3.997 D_real: 0.018 D_fake: 0.121 +(epoch: 42, iters: 28544, time: 0.406, data: 0.019) G_GAN: 3.872 G_L1: 5.847 D_real: 0.116 D_fake: 0.077 +(epoch: 42, iters: 28644, time: 0.295, data: 0.019) G_GAN: 3.687 G_L1: 8.569 D_real: 0.078 D_fake: 0.101 +(epoch: 42, iters: 28744, time: 0.300, data: 0.017) G_GAN: 4.894 G_L1: 5.593 D_real: 0.037 D_fake: 0.019 +(epoch: 42, iters: 28844, time: 0.297, data: 0.018) G_GAN: 4.375 G_L1: 4.859 D_real: 0.357 D_fake: 0.052 +(epoch: 42, iters: 28944, time: 0.410, data: 0.018) G_GAN: 2.764 G_L1: 3.626 D_real: 0.100 D_fake: 0.354 +(epoch: 42, iters: 29044, time: 0.281, data: 0.019) G_GAN: 3.376 G_L1: 2.562 D_real: 0.386 D_fake: 0.129 +(epoch: 42, iters: 29144, time: 0.299, data: 0.018) G_GAN: 6.915 G_L1: 5.244 D_real: 0.177 D_fake: 0.016 +(epoch: 42, iters: 29244, time: 0.296, data: 0.020) G_GAN: 5.414 G_L1: 4.099 D_real: 0.016 D_fake: 0.015 +(epoch: 42, iters: 29344, time: 0.563, data: 0.019) G_GAN: 3.172 G_L1: 5.197 D_real: 0.320 D_fake: 0.235 +(epoch: 42, iters: 29444, time: 0.288, data: 0.019) G_GAN: 3.645 G_L1: 3.230 D_real: 0.817 D_fake: 0.067 +(epoch: 42, iters: 29544, time: 0.286, data: 0.016) G_GAN: 4.090 G_L1: 3.300 D_real: 0.007 D_fake: 0.107 +(epoch: 42, iters: 29644, time: 0.305, data: 0.017) G_GAN: 2.966 G_L1: 3.380 D_real: 0.027 D_fake: 0.368 +(epoch: 42, iters: 29744, time: 0.416, data: 0.018) G_GAN: 6.228 G_L1: 4.283 D_real: 0.017 D_fake: 0.019 +(epoch: 42, iters: 29844, time: 0.298, data: 0.017) G_GAN: 4.860 G_L1: 3.685 D_real: 0.002 D_fake: 0.020 +(epoch: 42, iters: 29944, time: 0.305, data: 0.018) G_GAN: 5.017 G_L1: 6.214 D_real: 0.019 D_fake: 0.046 +(epoch: 42, iters: 30044, time: 0.304, data: 0.019) G_GAN: 4.359 G_L1: 4.512 D_real: 0.169 D_fake: 0.187 +(epoch: 42, iters: 30144, time: 0.416, data: 0.018) G_GAN: 3.268 G_L1: 3.112 D_real: 0.186 D_fake: 0.146 +(epoch: 42, iters: 30244, time: 0.294, data: 0.019) G_GAN: 4.465 G_L1: 2.999 D_real: 0.297 D_fake: 0.038 +(epoch: 42, iters: 30344, time: 0.304, data: 0.017) G_GAN: 3.246 G_L1: 3.475 D_real: 0.314 D_fake: 0.143 +(epoch: 42, iters: 30444, time: 0.295, data: 0.019) G_GAN: 6.338 G_L1: 4.093 D_real: 0.015 D_fake: 0.426 +(epoch: 42, iters: 30544, time: 0.413, data: 0.018) G_GAN: 3.765 G_L1: 4.611 D_real: 0.000 D_fake: 0.145 +(epoch: 42, iters: 30644, time: 0.301, data: 0.019) G_GAN: 3.499 G_L1: 4.758 D_real: 0.197 D_fake: 0.092 +(epoch: 42, iters: 30744, time: 0.301, data: 0.018) G_GAN: 2.494 G_L1: 3.209 D_real: 0.381 D_fake: 0.263 +(epoch: 42, iters: 30844, time: 0.301, data: 0.019) G_GAN: 3.993 G_L1: 4.631 D_real: 0.225 D_fake: 0.050 +(epoch: 42, iters: 30944, time: 0.421, data: 0.019) G_GAN: 2.818 G_L1: 4.256 D_real: 0.550 D_fake: 0.094 +(epoch: 42, iters: 31044, time: 0.307, data: 0.018) G_GAN: 4.744 G_L1: 4.015 D_real: 0.060 D_fake: 0.152 +(epoch: 42, iters: 31144, time: 0.306, data: 0.018) G_GAN: 3.303 G_L1: 3.804 D_real: 0.303 D_fake: 0.224 +(epoch: 42, iters: 31244, time: 0.303, data: 0.019) G_GAN: 3.418 G_L1: 3.742 D_real: 0.112 D_fake: 0.226 +(epoch: 42, iters: 31344, time: 0.520, data: 0.018) G_GAN: 4.615 G_L1: 2.818 D_real: 0.630 D_fake: 0.019 +(epoch: 42, iters: 31444, time: 0.301, data: 0.019) G_GAN: 3.843 G_L1: 3.211 D_real: 0.142 D_fake: 0.099 +(epoch: 42, iters: 31544, time: 0.301, data: 0.018) G_GAN: 3.468 G_L1: 3.963 D_real: 0.188 D_fake: 0.102 +(epoch: 42, iters: 31644, time: 0.303, data: 0.019) G_GAN: 4.137 G_L1: 14.443 D_real: 0.163 D_fake: 0.069 +(epoch: 42, iters: 31744, time: 0.416, data: 0.019) G_GAN: 3.685 G_L1: 3.426 D_real: 0.010 D_fake: 0.199 +(epoch: 42, iters: 31844, time: 0.296, data: 0.019) G_GAN: 5.107 G_L1: 4.035 D_real: 0.218 D_fake: 0.160 +(epoch: 42, iters: 31944, time: 0.293, data: 0.018) G_GAN: 4.702 G_L1: 4.589 D_real: 0.135 D_fake: 0.038 +(epoch: 42, iters: 32044, time: 0.287, data: 0.022) G_GAN: 3.725 G_L1: 3.226 D_real: 0.246 D_fake: 0.050 +(epoch: 42, iters: 32144, time: 0.402, data: 0.016) G_GAN: 3.145 G_L1: 3.121 D_real: 1.119 D_fake: 0.069 +(epoch: 42, iters: 32244, time: 0.305, data: 0.019) G_GAN: 3.888 G_L1: 5.113 D_real: 0.009 D_fake: 0.083 +(epoch: 42, iters: 32344, time: 0.303, data: 0.020) G_GAN: 4.336 G_L1: 5.166 D_real: 0.054 D_fake: 0.026 +(epoch: 42, iters: 32444, time: 0.303, data: 0.019) G_GAN: 3.187 G_L1: 3.322 D_real: 0.034 D_fake: 0.384 +(epoch: 42, iters: 32544, time: 0.401, data: 0.020) G_GAN: 4.663 G_L1: 6.011 D_real: 0.034 D_fake: 0.030 +(epoch: 42, iters: 32644, time: 0.294, data: 0.018) G_GAN: 3.644 G_L1: 2.800 D_real: 0.017 D_fake: 0.112 +(epoch: 42, iters: 32744, time: 0.295, data: 0.016) G_GAN: 4.171 G_L1: 3.699 D_real: 0.244 D_fake: 0.036 +(epoch: 42, iters: 32844, time: 0.301, data: 0.017) G_GAN: 4.242 G_L1: 4.154 D_real: 0.011 D_fake: 0.079 +(epoch: 42, iters: 32944, time: 0.420, data: 0.021) G_GAN: 4.964 G_L1: 5.156 D_real: 0.411 D_fake: 0.008 +(epoch: 42, iters: 33044, time: 0.278, data: 0.018) G_GAN: 3.616 G_L1: 3.844 D_real: 0.093 D_fake: 0.189 +(epoch: 42, iters: 33144, time: 0.300, data: 0.016) G_GAN: 2.984 G_L1: 3.147 D_real: 0.104 D_fake: 0.193 +(epoch: 42, iters: 33244, time: 0.288, data: 0.019) G_GAN: 3.420 G_L1: 3.622 D_real: 0.098 D_fake: 0.610 +(epoch: 42, iters: 33344, time: 0.531, data: 0.018) G_GAN: 3.740 G_L1: 3.323 D_real: 0.016 D_fake: 0.165 +(epoch: 42, iters: 33444, time: 0.295, data: 0.018) G_GAN: 3.154 G_L1: 5.143 D_real: 0.122 D_fake: 0.058 +(epoch: 42, iters: 33544, time: 0.297, data: 0.019) G_GAN: 3.798 G_L1: 3.590 D_real: 0.009 D_fake: 0.132 +(epoch: 42, iters: 33644, time: 0.302, data: 0.017) G_GAN: 2.872 G_L1: 4.633 D_real: 0.264 D_fake: 0.053 +(epoch: 42, iters: 33744, time: 0.413, data: 0.019) G_GAN: 4.157 G_L1: 4.460 D_real: 0.051 D_fake: 0.093 +(epoch: 42, iters: 33844, time: 0.306, data: 0.021) G_GAN: 3.223 G_L1: 4.325 D_real: 0.063 D_fake: 0.526 +(epoch: 42, iters: 33944, time: 0.301, data: 0.020) G_GAN: 3.096 G_L1: 3.598 D_real: 0.035 D_fake: 0.188 +(epoch: 42, iters: 34044, time: 0.297, data: 0.018) G_GAN: 3.289 G_L1: 4.113 D_real: 0.439 D_fake: 0.311 +(epoch: 42, iters: 34144, time: 0.418, data: 0.021) G_GAN: 5.885 G_L1: 6.651 D_real: 0.121 D_fake: 0.030 +(epoch: 42, iters: 34244, time: 0.298, data: 0.021) G_GAN: 3.706 G_L1: 4.128 D_real: 0.056 D_fake: 0.148 +(epoch: 42, iters: 34344, time: 0.297, data: 0.019) G_GAN: 2.856 G_L1: 2.741 D_real: 0.497 D_fake: 0.396 +(epoch: 42, iters: 34444, time: 0.302, data: 0.018) G_GAN: 4.731 G_L1: 4.543 D_real: 0.003 D_fake: 0.239 +(epoch: 42, iters: 34544, time: 0.412, data: 0.018) G_GAN: 5.440 G_L1: 5.746 D_real: 0.003 D_fake: 0.045 +(epoch: 42, iters: 34644, time: 0.295, data: 0.019) G_GAN: 3.152 G_L1: 3.075 D_real: 0.089 D_fake: 0.307 +(epoch: 42, iters: 34744, time: 0.299, data: 0.018) G_GAN: 4.150 G_L1: 3.562 D_real: 0.053 D_fake: 0.129 +(epoch: 42, iters: 34844, time: 0.303, data: 0.022) G_GAN: 5.137 G_L1: 3.103 D_real: 0.042 D_fake: 0.048 +(epoch: 42, iters: 34944, time: 0.418, data: 0.018) G_GAN: 5.218 G_L1: 4.864 D_real: 0.002 D_fake: 0.482 +(epoch: 42, iters: 35044, time: 0.292, data: 0.019) G_GAN: 4.856 G_L1: 3.943 D_real: 0.241 D_fake: 0.117 +(epoch: 42, iters: 35144, time: 0.305, data: 0.018) G_GAN: 3.132 G_L1: 3.181 D_real: 0.229 D_fake: 0.353 +(epoch: 42, iters: 35244, time: 0.302, data: 0.023) G_GAN: 3.291 G_L1: 2.794 D_real: 0.523 D_fake: 0.064 +(epoch: 42, iters: 35344, time: 0.585, data: 0.021) G_GAN: 3.046 G_L1: 4.036 D_real: 0.000 D_fake: 0.415 +(epoch: 42, iters: 35444, time: 0.292, data: 0.019) G_GAN: 4.481 G_L1: 4.775 D_real: 0.201 D_fake: 0.262 +(epoch: 42, iters: 35544, time: 0.295, data: 0.020) G_GAN: 3.659 G_L1: 3.533 D_real: 0.011 D_fake: 0.480 +(epoch: 42, iters: 35644, time: 0.296, data: 0.022) G_GAN: 5.918 G_L1: 5.070 D_real: 0.014 D_fake: 0.065 +(epoch: 42, iters: 35744, time: 0.396, data: 0.018) G_GAN: 2.857 G_L1: 4.235 D_real: 0.096 D_fake: 0.532 +(epoch: 42, iters: 35844, time: 0.285, data: 0.022) G_GAN: 4.947 G_L1: 4.079 D_real: 0.045 D_fake: 0.132 +(epoch: 42, iters: 35944, time: 0.304, data: 0.019) G_GAN: 2.474 G_L1: 3.789 D_real: 0.328 D_fake: 0.162 +(epoch: 42, iters: 36044, time: 0.287, data: 0.018) G_GAN: 3.513 G_L1: 4.079 D_real: 0.208 D_fake: 0.156 +(epoch: 42, iters: 36144, time: 0.417, data: 0.017) G_GAN: 4.008 G_L1: 3.993 D_real: 0.063 D_fake: 0.104 +(epoch: 42, iters: 36244, time: 0.302, data: 0.022) G_GAN: 3.371 G_L1: 2.625 D_real: 0.332 D_fake: 0.046 +(epoch: 42, iters: 36344, time: 0.301, data: 0.024) G_GAN: 3.947 G_L1: 5.429 D_real: 0.014 D_fake: 0.216 +(epoch: 42, iters: 36444, time: 0.298, data: 0.021) G_GAN: 4.308 G_L1: 3.947 D_real: 0.053 D_fake: 0.063 +(epoch: 42, iters: 36544, time: 0.409, data: 0.023) G_GAN: 2.581 G_L1: 3.048 D_real: 0.270 D_fake: 0.223 +(epoch: 42, iters: 36644, time: 0.300, data: 0.021) G_GAN: 4.593 G_L1: 4.103 D_real: 0.539 D_fake: 0.016 +(epoch: 42, iters: 36744, time: 0.294, data: 0.018) G_GAN: 3.565 G_L1: 4.408 D_real: 0.102 D_fake: 0.517 +(epoch: 42, iters: 36844, time: 0.292, data: 0.018) G_GAN: 3.759 G_L1: 3.852 D_real: 0.007 D_fake: 0.486 +(epoch: 42, iters: 36944, time: 0.410, data: 0.017) G_GAN: 4.826 G_L1: 8.258 D_real: 0.007 D_fake: 0.033 +(epoch: 42, iters: 37044, time: 0.287, data: 0.019) G_GAN: 5.245 G_L1: 4.852 D_real: 0.033 D_fake: 0.072 +(epoch: 42, iters: 37144, time: 0.283, data: 0.018) G_GAN: 4.013 G_L1: 4.197 D_real: 0.007 D_fake: 0.147 +(epoch: 42, iters: 37244, time: 0.294, data: 0.017) G_GAN: 4.106 G_L1: 4.596 D_real: 0.219 D_fake: 0.046 +(epoch: 42, iters: 37344, time: 0.582, data: 0.017) G_GAN: 3.172 G_L1: 3.364 D_real: 0.495 D_fake: 0.044 +(epoch: 42, iters: 37444, time: 0.291, data: 0.018) G_GAN: 3.692 G_L1: 3.776 D_real: 0.398 D_fake: 0.057 +(epoch: 42, iters: 37544, time: 0.306, data: 0.018) G_GAN: 3.741 G_L1: 3.225 D_real: 0.016 D_fake: 0.081 +(epoch: 42, iters: 37644, time: 0.300, data: 0.018) G_GAN: 3.581 G_L1: 3.826 D_real: 0.461 D_fake: 0.252 +(epoch: 42, iters: 37744, time: 0.410, data: 0.019) G_GAN: 4.192 G_L1: 6.481 D_real: 0.154 D_fake: 0.037 +(epoch: 42, iters: 37844, time: 0.295, data: 0.021) G_GAN: 3.779 G_L1: 6.036 D_real: 0.119 D_fake: 0.095 +(epoch: 42, iters: 37944, time: 0.302, data: 0.017) G_GAN: 5.105 G_L1: 4.920 D_real: 0.068 D_fake: 0.916 +(epoch: 42, iters: 38044, time: 0.291, data: 0.017) G_GAN: 4.377 G_L1: 4.663 D_real: 0.075 D_fake: 0.151 +(epoch: 42, iters: 38144, time: 0.408, data: 0.025) G_GAN: 5.006 G_L1: 3.782 D_real: 0.029 D_fake: 0.044 +(epoch: 42, iters: 38244, time: 0.285, data: 0.018) G_GAN: 3.963 G_L1: 5.265 D_real: 0.070 D_fake: 0.670 +(epoch: 42, iters: 38344, time: 0.294, data: 0.018) G_GAN: 4.254 G_L1: 4.819 D_real: 0.052 D_fake: 0.195 +(epoch: 42, iters: 38444, time: 0.296, data: 0.018) G_GAN: 4.465 G_L1: 3.504 D_real: 0.003 D_fake: 0.198 +(epoch: 42, iters: 38544, time: 0.413, data: 0.018) G_GAN: 4.772 G_L1: 3.816 D_real: 0.010 D_fake: 0.777 +(epoch: 42, iters: 38644, time: 0.298, data: 0.019) G_GAN: 4.647 G_L1: 4.511 D_real: 0.135 D_fake: 0.060 +(epoch: 42, iters: 38744, time: 0.302, data: 0.017) G_GAN: 4.086 G_L1: 4.001 D_real: 0.007 D_fake: 0.108 +(epoch: 42, iters: 38844, time: 0.300, data: 0.019) G_GAN: 5.967 G_L1: 4.772 D_real: 0.002 D_fake: 0.011 +(epoch: 42, iters: 38944, time: 0.400, data: 0.018) G_GAN: 3.654 G_L1: 3.685 D_real: 0.104 D_fake: 0.104 +(epoch: 42, iters: 39044, time: 0.303, data: 0.018) G_GAN: 5.515 G_L1: 4.524 D_real: 0.011 D_fake: 0.014 +(epoch: 42, iters: 39144, time: 0.305, data: 0.019) G_GAN: 3.259 G_L1: 3.494 D_real: 0.027 D_fake: 0.162 +(epoch: 42, iters: 39244, time: 0.303, data: 0.018) G_GAN: 4.192 G_L1: 4.234 D_real: 0.027 D_fake: 0.032 +(epoch: 42, iters: 39344, time: 0.535, data: 0.020) G_GAN: 3.546 G_L1: 4.007 D_real: 0.406 D_fake: 0.113 +(epoch: 42, iters: 39444, time: 0.278, data: 0.018) G_GAN: 3.065 G_L1: 4.305 D_real: 0.403 D_fake: 0.102 +(epoch: 42, iters: 39544, time: 0.288, data: 0.016) G_GAN: 5.198 G_L1: 4.033 D_real: 0.002 D_fake: 0.024 +(epoch: 42, iters: 39644, time: 0.281, data: 0.017) G_GAN: 2.714 G_L1: 2.715 D_real: 0.020 D_fake: 0.190 +(epoch: 42, iters: 39744, time: 0.411, data: 0.017) G_GAN: 4.421 G_L1: 6.735 D_real: 0.039 D_fake: 0.039 +(epoch: 42, iters: 39844, time: 0.294, data: 0.018) G_GAN: 3.696 G_L1: 5.167 D_real: 0.230 D_fake: 0.312 +(epoch: 42, iters: 39944, time: 0.296, data: 0.018) G_GAN: 3.084 G_L1: 2.790 D_real: 0.259 D_fake: 0.083 +(epoch: 42, iters: 40044, time: 0.272, data: 0.018) G_GAN: 3.868 G_L1: 4.035 D_real: 0.000 D_fake: 0.262 +(epoch: 42, iters: 40144, time: 0.394, data: 0.015) G_GAN: 5.268 G_L1: 6.591 D_real: 0.003 D_fake: 0.040 +(epoch: 42, iters: 40244, time: 0.285, data: 0.017) G_GAN: 3.378 G_L1: 5.711 D_real: 0.251 D_fake: 0.340 +(epoch: 42, iters: 40344, time: 0.282, data: 0.017) G_GAN: 4.037 G_L1: 5.225 D_real: 0.140 D_fake: 0.087 +(epoch: 42, iters: 40444, time: 0.287, data: 0.015) G_GAN: 6.017 G_L1: 10.759 D_real: 0.016 D_fake: 0.030 +(epoch: 42, iters: 40544, time: 0.395, data: 0.016) G_GAN: 4.242 G_L1: 4.441 D_real: 0.506 D_fake: 0.050 +(epoch: 42, iters: 40644, time: 0.281, data: 0.016) G_GAN: 5.313 G_L1: 4.373 D_real: 0.016 D_fake: 0.039 +(epoch: 42, iters: 40744, time: 0.295, data: 0.017) G_GAN: 3.385 G_L1: 3.841 D_real: 0.175 D_fake: 0.101 +(epoch: 42, iters: 40844, time: 0.284, data: 0.021) G_GAN: 7.043 G_L1: 7.843 D_real: 0.044 D_fake: 0.010 +(epoch: 42, iters: 40944, time: 0.400, data: 0.016) G_GAN: 3.503 G_L1: 3.436 D_real: 0.099 D_fake: 0.114 +(epoch: 42, iters: 41044, time: 0.285, data: 0.018) G_GAN: 3.034 G_L1: 3.013 D_real: 0.348 D_fake: 0.063 +(epoch: 42, iters: 41144, time: 0.293, data: 0.017) G_GAN: 4.949 G_L1: 3.553 D_real: 0.120 D_fake: 0.093 +(epoch: 42, iters: 41244, time: 0.289, data: 0.018) G_GAN: 2.246 G_L1: 2.167 D_real: 0.198 D_fake: 0.127 +(epoch: 42, iters: 41344, time: 0.583, data: 0.017) G_GAN: 3.612 G_L1: 3.143 D_real: 0.025 D_fake: 0.215 +(epoch: 42, iters: 41444, time: 0.287, data: 0.020) G_GAN: 4.044 G_L1: 4.868 D_real: 0.058 D_fake: 0.071 +(epoch: 42, iters: 41544, time: 0.281, data: 0.017) G_GAN: 2.262 G_L1: 4.439 D_real: 0.431 D_fake: 0.145 +(epoch: 42, iters: 41644, time: 0.295, data: 0.015) G_GAN: 5.792 G_L1: 7.926 D_real: 0.019 D_fake: 0.026 +(epoch: 42, iters: 41744, time: 0.401, data: 0.016) G_GAN: 3.497 G_L1: 3.880 D_real: 0.034 D_fake: 0.187 +(epoch: 42, iters: 41844, time: 0.295, data: 0.019) G_GAN: 3.219 G_L1: 3.241 D_real: 0.274 D_fake: 0.105 +(epoch: 42, iters: 41944, time: 0.275, data: 0.018) G_GAN: 8.247 G_L1: 6.052 D_real: 0.002 D_fake: 0.003 +(epoch: 42, iters: 42044, time: 0.283, data: 0.016) G_GAN: 3.596 G_L1: 2.824 D_real: 0.341 D_fake: 0.099 +(epoch: 42, iters: 42144, time: 0.398, data: 0.017) G_GAN: 3.456 G_L1: 2.913 D_real: 0.050 D_fake: 0.292 +(epoch: 42, iters: 42244, time: 0.289, data: 0.017) G_GAN: 4.125 G_L1: 3.635 D_real: 0.017 D_fake: 0.320 +(epoch: 42, iters: 42344, time: 0.280, data: 0.018) G_GAN: 3.505 G_L1: 5.008 D_real: 0.187 D_fake: 0.129 +(epoch: 42, iters: 42444, time: 0.287, data: 0.016) G_GAN: 3.842 G_L1: 5.749 D_real: 0.100 D_fake: 0.188 +(epoch: 42, iters: 42544, time: 0.401, data: 0.017) G_GAN: 3.928 G_L1: 3.829 D_real: 0.003 D_fake: 0.632 +(epoch: 42, iters: 42644, time: 0.296, data: 0.016) G_GAN: 2.507 G_L1: 3.891 D_real: 0.321 D_fake: 0.212 +(epoch: 42, iters: 42744, time: 0.289, data: 0.018) G_GAN: 3.900 G_L1: 3.803 D_real: 0.226 D_fake: 0.083 +(epoch: 42, iters: 42844, time: 0.293, data: 0.018) G_GAN: 5.110 G_L1: 3.817 D_real: 0.012 D_fake: 0.043 +(epoch: 42, iters: 42944, time: 0.375, data: 0.023) G_GAN: 5.100 G_L1: 4.001 D_real: 0.027 D_fake: 0.029 +(epoch: 42, iters: 43044, time: 0.271, data: 0.016) G_GAN: 2.872 G_L1: 3.867 D_real: 0.077 D_fake: 0.213 +(epoch: 42, iters: 43144, time: 0.268, data: 0.015) G_GAN: 3.843 G_L1: 4.341 D_real: 0.266 D_fake: 0.333 +(epoch: 42, iters: 43244, time: 0.289, data: 0.017) G_GAN: 3.685 G_L1: 7.070 D_real: 0.064 D_fake: 0.192 +(epoch: 42, iters: 43344, time: 0.554, data: 0.016) G_GAN: 4.389 G_L1: 3.061 D_real: 0.283 D_fake: 0.028 +(epoch: 42, iters: 43444, time: 0.291, data: 0.019) G_GAN: 3.020 G_L1: 4.673 D_real: 0.421 D_fake: 0.142 +(epoch: 42, iters: 43544, time: 0.285, data: 0.017) G_GAN: 3.654 G_L1: 4.276 D_real: 0.008 D_fake: 0.238 +(epoch: 42, iters: 43644, time: 0.288, data: 0.016) G_GAN: 4.276 G_L1: 7.147 D_real: 0.056 D_fake: 0.028 +(epoch: 42, iters: 43744, time: 0.394, data: 0.017) G_GAN: 4.829 G_L1: 3.024 D_real: 0.035 D_fake: 0.047 +(epoch: 42, iters: 43844, time: 0.289, data: 0.017) G_GAN: 3.683 G_L1: 3.464 D_real: 0.004 D_fake: 0.069 +(epoch: 42, iters: 43944, time: 0.282, data: 0.016) G_GAN: 4.108 G_L1: 3.860 D_real: 0.039 D_fake: 0.125 +(epoch: 42, iters: 44044, time: 0.298, data: 0.015) G_GAN: 4.257 G_L1: 4.335 D_real: 0.033 D_fake: 0.069 +(epoch: 42, iters: 44144, time: 0.404, data: 0.017) G_GAN: 4.866 G_L1: 6.246 D_real: 0.002 D_fake: 0.101 +(epoch: 42, iters: 44244, time: 0.276, data: 0.020) G_GAN: 3.539 G_L1: 4.172 D_real: 0.052 D_fake: 0.157 +(epoch: 42, iters: 44344, time: 0.291, data: 0.017) G_GAN: 4.304 G_L1: 4.777 D_real: 0.630 D_fake: 0.032 +(epoch: 42, iters: 44444, time: 0.282, data: 0.019) G_GAN: 5.289 G_L1: 4.977 D_real: 0.119 D_fake: 0.029 +(epoch: 42, iters: 44544, time: 0.421, data: 0.020) G_GAN: 3.346 G_L1: 4.082 D_real: 0.306 D_fake: 0.074 +(epoch: 42, iters: 44644, time: 0.296, data: 0.019) G_GAN: 2.950 G_L1: 3.463 D_real: 0.259 D_fake: 0.104 +(epoch: 42, iters: 44744, time: 0.298, data: 0.020) G_GAN: 2.836 G_L1: 3.021 D_real: 0.106 D_fake: 0.159 +(epoch: 42, iters: 44844, time: 0.293, data: 0.018) G_GAN: 4.121 G_L1: 3.079 D_real: 0.160 D_fake: 0.154 +(epoch: 42, iters: 44944, time: 0.410, data: 0.017) G_GAN: 5.906 G_L1: 3.922 D_real: 0.004 D_fake: 0.014 +(epoch: 42, iters: 45044, time: 0.296, data: 0.018) G_GAN: 5.543 G_L1: 3.987 D_real: 0.048 D_fake: 0.017 +(epoch: 42, iters: 45144, time: 0.285, data: 0.019) G_GAN: 5.139 G_L1: 5.237 D_real: 0.055 D_fake: 0.106 +(epoch: 42, iters: 45244, time: 0.293, data: 0.018) G_GAN: 4.400 G_L1: 3.807 D_real: 0.005 D_fake: 0.119 +(epoch: 42, iters: 45344, time: 0.547, data: 0.026) G_GAN: 3.212 G_L1: 3.078 D_real: 0.189 D_fake: 0.174 +(epoch: 42, iters: 45444, time: 0.283, data: 0.018) G_GAN: 3.214 G_L1: 3.654 D_real: 0.056 D_fake: 0.113 +(epoch: 42, iters: 45544, time: 0.299, data: 0.017) G_GAN: 4.629 G_L1: 3.679 D_real: 0.007 D_fake: 0.476 +(epoch: 42, iters: 45644, time: 0.293, data: 0.018) G_GAN: 5.700 G_L1: 2.848 D_real: 0.283 D_fake: 0.060 +(epoch: 42, iters: 45744, time: 0.412, data: 0.018) G_GAN: 3.741 G_L1: 2.600 D_real: 0.122 D_fake: 0.286 +(epoch: 42, iters: 45844, time: 0.278, data: 0.018) G_GAN: 4.125 G_L1: 3.709 D_real: 0.007 D_fake: 0.124 +(epoch: 42, iters: 45944, time: 0.286, data: 0.018) G_GAN: 2.376 G_L1: 3.492 D_real: 0.674 D_fake: 0.095 +(epoch: 42, iters: 46044, time: 0.289, data: 0.018) G_GAN: 4.212 G_L1: 5.663 D_real: 0.000 D_fake: 0.054 +(epoch: 42, iters: 46144, time: 0.399, data: 0.019) G_GAN: 5.108 G_L1: 3.339 D_real: 0.034 D_fake: 0.072 +(epoch: 42, iters: 46244, time: 0.293, data: 0.018) G_GAN: 3.294 G_L1: 3.720 D_real: 0.004 D_fake: 0.108 +(epoch: 42, iters: 46344, time: 0.272, data: 0.016) G_GAN: 4.179 G_L1: 4.502 D_real: 0.207 D_fake: 0.030 +(epoch: 42, iters: 46444, time: 0.289, data: 0.015) G_GAN: 2.242 G_L1: 2.614 D_real: 0.944 D_fake: 0.120 +(epoch: 42, iters: 46544, time: 0.404, data: 0.018) G_GAN: 4.121 G_L1: 4.667 D_real: 0.467 D_fake: 0.051 +(epoch: 42, iters: 46644, time: 0.295, data: 0.019) G_GAN: 4.199 G_L1: 6.231 D_real: 0.019 D_fake: 0.290 +(epoch: 42, iters: 46744, time: 0.291, data: 0.018) G_GAN: 4.798 G_L1: 3.039 D_real: 0.037 D_fake: 0.163 +(epoch: 42, iters: 46844, time: 0.299, data: 0.017) G_GAN: 4.014 G_L1: 3.943 D_real: 0.049 D_fake: 0.063 +(epoch: 42, iters: 46944, time: 0.407, data: 0.020) G_GAN: 6.851 G_L1: 5.639 D_real: 0.000 D_fake: 0.005 +(epoch: 42, iters: 47044, time: 0.289, data: 0.018) G_GAN: 5.708 G_L1: 5.404 D_real: 0.005 D_fake: 0.021 +(epoch: 42, iters: 47144, time: 0.294, data: 0.017) G_GAN: 4.675 G_L1: 5.587 D_real: 0.001 D_fake: 0.058 +(epoch: 42, iters: 47244, time: 0.297, data: 0.018) G_GAN: 4.887 G_L1: 3.733 D_real: 0.003 D_fake: 0.035 +(epoch: 42, iters: 47344, time: 0.516, data: 0.018) G_GAN: 5.941 G_L1: 3.621 D_real: 0.051 D_fake: 0.018 +(epoch: 42, iters: 47444, time: 0.290, data: 0.015) G_GAN: 4.547 G_L1: 2.000 D_real: 0.004 D_fake: 0.040 +(epoch: 42, iters: 47544, time: 0.300, data: 0.021) G_GAN: 4.943 G_L1: 3.810 D_real: 0.051 D_fake: 0.038 +(epoch: 42, iters: 47644, time: 0.296, data: 0.022) G_GAN: 3.292 G_L1: 3.865 D_real: 0.212 D_fake: 0.147 +(epoch: 42, iters: 47744, time: 0.403, data: 0.019) G_GAN: 4.769 G_L1: 3.943 D_real: 0.809 D_fake: 0.030 +(epoch: 42, iters: 47844, time: 0.295, data: 0.018) G_GAN: 3.765 G_L1: 3.433 D_real: 0.079 D_fake: 0.091 +(epoch: 42, iters: 47944, time: 0.289, data: 0.020) G_GAN: 2.620 G_L1: 2.261 D_real: 1.065 D_fake: 0.037 +(epoch: 42, iters: 48044, time: 0.297, data: 0.023) G_GAN: 5.242 G_L1: 3.864 D_real: 0.020 D_fake: 0.036 +(epoch: 42, iters: 48144, time: 0.412, data: 0.021) G_GAN: 5.830 G_L1: 5.919 D_real: 0.106 D_fake: 0.038 +(epoch: 42, iters: 48244, time: 0.297, data: 0.019) G_GAN: 4.331 G_L1: 8.013 D_real: 0.237 D_fake: 0.019 +(epoch: 42, iters: 48344, time: 0.282, data: 0.022) G_GAN: 4.382 G_L1: 3.168 D_real: 0.044 D_fake: 0.176 +(epoch: 42, iters: 48444, time: 0.288, data: 0.017) G_GAN: 5.391 G_L1: 3.862 D_real: 0.026 D_fake: 0.052 +(epoch: 42, iters: 48544, time: 0.411, data: 0.020) G_GAN: 4.220 G_L1: 3.273 D_real: 0.015 D_fake: 0.117 +(epoch: 42, iters: 48644, time: 0.297, data: 0.018) G_GAN: 4.713 G_L1: 6.108 D_real: 0.134 D_fake: 0.031 +(epoch: 42, iters: 48744, time: 0.290, data: 0.024) G_GAN: 6.277 G_L1: 4.346 D_real: 0.464 D_fake: 0.011 +(epoch: 42, iters: 48844, time: 0.303, data: 0.016) G_GAN: 5.761 G_L1: 6.504 D_real: 0.106 D_fake: 0.028 +(epoch: 42, iters: 48944, time: 0.419, data: 0.020) G_GAN: 6.229 G_L1: 5.775 D_real: 0.004 D_fake: 0.031 +(epoch: 42, iters: 49044, time: 0.296, data: 0.022) G_GAN: 4.793 G_L1: 7.415 D_real: 0.003 D_fake: 0.142 +(epoch: 42, iters: 49144, time: 0.296, data: 0.019) G_GAN: 4.338 G_L1: 3.652 D_real: 0.264 D_fake: 0.082 +(epoch: 42, iters: 49244, time: 0.300, data: 0.021) G_GAN: 4.140 G_L1: 3.684 D_real: 0.000 D_fake: 0.049 +(epoch: 42, iters: 49344, time: 0.548, data: 0.018) G_GAN: 6.920 G_L1: 4.168 D_real: 0.000 D_fake: 0.019 +(epoch: 42, iters: 49444, time: 0.302, data: 0.019) G_GAN: 6.147 G_L1: 4.788 D_real: 0.000 D_fake: 0.063 +(epoch: 42, iters: 49544, time: 0.295, data: 0.018) G_GAN: 4.277 G_L1: 9.573 D_real: 0.000 D_fake: 0.150 +(epoch: 42, iters: 49644, time: 0.302, data: 0.017) G_GAN: 5.668 G_L1: 6.457 D_real: 0.000 D_fake: 0.038 +(epoch: 42, iters: 49744, time: 0.414, data: 0.018) G_GAN: 2.676 G_L1: 5.116 D_real: 0.053 D_fake: 0.083 +(epoch: 42, iters: 49844, time: 0.292, data: 0.021) G_GAN: 5.156 G_L1: 4.685 D_real: 0.000 D_fake: 0.291 +(epoch: 42, iters: 49944, time: 0.301, data: 0.018) G_GAN: 3.739 G_L1: 4.089 D_real: 0.001 D_fake: 0.107 +(epoch: 42, iters: 50044, time: 0.302, data: 0.019) G_GAN: 3.294 G_L1: 3.443 D_real: 0.025 D_fake: 0.258 +(epoch: 42, iters: 50144, time: 0.408, data: 0.018) G_GAN: 5.182 G_L1: 4.176 D_real: 0.000 D_fake: 0.022 +(epoch: 42, iters: 50244, time: 0.301, data: 0.020) G_GAN: 3.118 G_L1: 3.698 D_real: 0.045 D_fake: 0.223 +(epoch: 42, iters: 50344, time: 0.303, data: 0.022) G_GAN: 3.044 G_L1: 4.421 D_real: 0.000 D_fake: 0.133 +(epoch: 42, iters: 50444, time: 0.302, data: 0.018) G_GAN: 3.653 G_L1: 9.381 D_real: 0.000 D_fake: 0.236 +(epoch: 42, iters: 50544, time: 0.418, data: 0.022) G_GAN: 4.545 G_L1: 5.398 D_real: 0.000 D_fake: 0.056 +(epoch: 42, iters: 50644, time: 0.302, data: 0.020) G_GAN: 7.293 G_L1: 4.207 D_real: 0.004 D_fake: 0.065 +(epoch: 42, iters: 50744, time: 0.302, data: 0.022) G_GAN: 4.009 G_L1: 4.735 D_real: 0.000 D_fake: 0.329 +(epoch: 42, iters: 50844, time: 0.290, data: 0.021) G_GAN: 4.193 G_L1: 6.533 D_real: 0.009 D_fake: 0.132 +(epoch: 42, iters: 50944, time: 0.428, data: 0.018) G_GAN: 3.692 G_L1: 4.912 D_real: 0.000 D_fake: 0.737 +(epoch: 42, iters: 51044, time: 0.291, data: 0.019) G_GAN: 3.933 G_L1: 6.119 D_real: 0.000 D_fake: 0.093 +(epoch: 42, iters: 51144, time: 0.293, data: 0.017) G_GAN: 3.699 G_L1: 3.882 D_real: 0.000 D_fake: 0.138 +(epoch: 42, iters: 51244, time: 0.303, data: 0.019) G_GAN: 3.421 G_L1: 5.360 D_real: 0.000 D_fake: 0.131 +(epoch: 42, iters: 51344, time: 0.567, data: 0.018) G_GAN: 4.905 G_L1: 5.678 D_real: 0.000 D_fake: 0.484 +(epoch: 42, iters: 51444, time: 0.296, data: 0.016) G_GAN: 4.565 G_L1: 4.415 D_real: 0.000 D_fake: 0.051 +(epoch: 42, iters: 51544, time: 0.293, data: 0.016) G_GAN: 2.719 G_L1: 5.019 D_real: 0.000 D_fake: 0.457 +(epoch: 42, iters: 51644, time: 0.302, data: 0.017) G_GAN: 2.169 G_L1: 3.082 D_real: 0.005 D_fake: 0.193 +(epoch: 42, iters: 51744, time: 0.408, data: 0.016) G_GAN: 2.069 G_L1: 4.033 D_real: 0.000 D_fake: 0.328 +(epoch: 42, iters: 51844, time: 0.298, data: 0.019) G_GAN: 3.385 G_L1: 4.315 D_real: 0.001 D_fake: 0.112 +(epoch: 42, iters: 51944, time: 0.299, data: 0.020) G_GAN: 5.238 G_L1: 5.880 D_real: 0.003 D_fake: 0.103 +(epoch: 42, iters: 52044, time: 0.294, data: 0.022) G_GAN: 3.560 G_L1: 4.978 D_real: 0.022 D_fake: 0.087 +(epoch: 42, iters: 52144, time: 0.390, data: 0.019) G_GAN: 2.953 G_L1: 3.583 D_real: 0.014 D_fake: 0.460 +(epoch: 42, iters: 52244, time: 0.296, data: 0.022) G_GAN: 3.137 G_L1: 3.678 D_real: 0.003 D_fake: 0.274 +(epoch: 42, iters: 52344, time: 0.296, data: 0.021) G_GAN: 5.311 G_L1: 7.323 D_real: 0.036 D_fake: 0.508 +(epoch: 42, iters: 52444, time: 0.305, data: 0.018) G_GAN: 2.816 G_L1: 3.184 D_real: 0.087 D_fake: 0.256 +(epoch: 42, iters: 52544, time: 0.417, data: 0.019) G_GAN: 4.894 G_L1: 16.124 D_real: 0.009 D_fake: 0.130 +(epoch: 42, iters: 52644, time: 0.302, data: 0.017) G_GAN: 2.794 G_L1: 3.785 D_real: 0.001 D_fake: 0.306 +(epoch: 42, iters: 52744, time: 0.307, data: 0.018) G_GAN: 1.956 G_L1: 7.553 D_real: 0.000 D_fake: 0.383 +(epoch: 42, iters: 52844, time: 0.301, data: 0.018) G_GAN: 3.835 G_L1: 4.290 D_real: 0.004 D_fake: 0.243 +(epoch: 42, iters: 52944, time: 0.423, data: 0.017) G_GAN: 2.324 G_L1: 5.978 D_real: 0.000 D_fake: 0.224 +(epoch: 42, iters: 53044, time: 0.293, data: 0.019) G_GAN: 2.658 G_L1: 5.568 D_real: 0.001 D_fake: 0.127 +(epoch: 42, iters: 53144, time: 0.303, data: 0.018) G_GAN: 3.186 G_L1: 4.635 D_real: 0.000 D_fake: 0.747 +(epoch: 42, iters: 53244, time: 0.293, data: 0.021) G_GAN: 5.209 G_L1: 6.277 D_real: 0.000 D_fake: 0.116 +(epoch: 42, iters: 53344, time: 0.570, data: 0.017) G_GAN: 3.077 G_L1: 6.250 D_real: 0.002 D_fake: 0.143 +(epoch: 42, iters: 53444, time: 0.296, data: 0.018) G_GAN: 4.557 G_L1: 6.358 D_real: 0.000 D_fake: 0.119 +(epoch: 42, iters: 53544, time: 0.302, data: 0.018) G_GAN: 3.149 G_L1: 5.539 D_real: 0.000 D_fake: 0.341 +(epoch: 42, iters: 53644, time: 0.296, data: 0.018) G_GAN: 3.857 G_L1: 4.873 D_real: 0.000 D_fake: 0.109 +(epoch: 42, iters: 53744, time: 0.401, data: 0.021) G_GAN: 3.940 G_L1: 6.675 D_real: 0.025 D_fake: 0.056 +(epoch: 42, iters: 53844, time: 0.303, data: 0.021) G_GAN: 2.566 G_L1: 3.857 D_real: 0.001 D_fake: 0.395 +(epoch: 42, iters: 53944, time: 0.283, data: 0.019) G_GAN: 4.372 G_L1: 4.448 D_real: 0.000 D_fake: 0.283 +(epoch: 42, iters: 54044, time: 0.288, data: 0.016) G_GAN: 2.739 G_L1: 4.352 D_real: 0.000 D_fake: 0.250 +(epoch: 42, iters: 54144, time: 0.418, data: 0.017) G_GAN: 2.880 G_L1: 5.266 D_real: 0.000 D_fake: 0.191 +(epoch: 42, iters: 54244, time: 0.292, data: 0.020) G_GAN: 3.746 G_L1: 5.534 D_real: 0.000 D_fake: 0.136 +(epoch: 42, iters: 54344, time: 0.299, data: 0.018) G_GAN: 3.417 G_L1: 2.634 D_real: 0.403 D_fake: 0.072 +(epoch: 42, iters: 54444, time: 0.286, data: 0.020) G_GAN: 1.904 G_L1: 3.480 D_real: 0.002 D_fake: 0.152 +(epoch: 42, iters: 54544, time: 0.418, data: 0.017) G_GAN: 4.144 G_L1: 6.009 D_real: 0.039 D_fake: 0.860 +(epoch: 42, iters: 54644, time: 0.300, data: 0.019) G_GAN: 1.784 G_L1: 4.853 D_real: 0.000 D_fake: 0.651 +(epoch: 42, iters: 54744, time: 0.302, data: 0.020) G_GAN: 2.835 G_L1: 4.845 D_real: 0.000 D_fake: 0.272 +(epoch: 42, iters: 54844, time: 0.292, data: 0.022) G_GAN: 1.699 G_L1: 3.907 D_real: 0.004 D_fake: 0.453 +(epoch: 42, iters: 54944, time: 0.416, data: 0.017) G_GAN: 3.263 G_L1: 3.603 D_real: 0.000 D_fake: 0.250 +(epoch: 42, iters: 55044, time: 0.299, data: 0.023) G_GAN: 2.538 G_L1: 4.448 D_real: 0.001 D_fake: 0.272 +(epoch: 42, iters: 55144, time: 0.299, data: 0.019) G_GAN: 3.685 G_L1: 4.624 D_real: 0.010 D_fake: 0.136 +(epoch: 42, iters: 55244, time: 0.302, data: 0.021) G_GAN: 2.437 G_L1: 4.528 D_real: 0.000 D_fake: 0.246 +(epoch: 42, iters: 55344, time: 0.612, data: 0.018) G_GAN: 2.976 G_L1: 5.863 D_real: 0.194 D_fake: 0.145 +(epoch: 42, iters: 55444, time: 0.300, data: 0.021) G_GAN: 1.806 G_L1: 3.505 D_real: 0.392 D_fake: 0.284 +(epoch: 42, iters: 55544, time: 0.304, data: 0.018) G_GAN: 2.425 G_L1: 3.416 D_real: 0.011 D_fake: 0.191 +(epoch: 42, iters: 55644, time: 0.288, data: 0.018) G_GAN: 2.244 G_L1: 2.698 D_real: 0.100 D_fake: 0.826 +(epoch: 42, iters: 55744, time: 0.418, data: 0.017) G_GAN: 2.389 G_L1: 5.235 D_real: 0.004 D_fake: 0.458 +(epoch: 42, iters: 55844, time: 0.295, data: 0.018) G_GAN: 2.223 G_L1: 5.789 D_real: 0.001 D_fake: 0.218 +(epoch: 42, iters: 55944, time: 0.296, data: 0.017) G_GAN: 3.770 G_L1: 6.659 D_real: 0.000 D_fake: 0.118 +(epoch: 42, iters: 56044, time: 0.299, data: 0.017) G_GAN: 1.209 G_L1: 5.518 D_real: 0.277 D_fake: 0.426 +(epoch: 42, iters: 56144, time: 0.411, data: 0.021) G_GAN: 1.572 G_L1: 4.060 D_real: 0.205 D_fake: 0.134 +(epoch: 42, iters: 56244, time: 0.294, data: 0.018) G_GAN: 2.903 G_L1: 3.367 D_real: 0.064 D_fake: 0.179 +(epoch: 42, iters: 56344, time: 0.300, data: 0.022) G_GAN: 2.779 G_L1: 3.740 D_real: 0.000 D_fake: 0.312 +(epoch: 42, iters: 56444, time: 0.300, data: 0.019) G_GAN: 2.085 G_L1: 4.386 D_real: 0.004 D_fake: 0.383 +(epoch: 42, iters: 56544, time: 0.387, data: 0.024) G_GAN: 2.513 G_L1: 2.781 D_real: 0.670 D_fake: 0.087 +(epoch: 42, iters: 56644, time: 0.296, data: 0.021) G_GAN: 3.191 G_L1: 5.266 D_real: 0.000 D_fake: 0.063 +(epoch: 42, iters: 56744, time: 0.292, data: 0.019) G_GAN: 2.330 G_L1: 3.515 D_real: 0.011 D_fake: 0.229 +(epoch: 42, iters: 56844, time: 0.302, data: 0.017) G_GAN: 2.199 G_L1: 4.410 D_real: 0.000 D_fake: 0.251 +(epoch: 42, iters: 56944, time: 0.410, data: 0.020) G_GAN: 3.238 G_L1: 4.949 D_real: 0.000 D_fake: 0.180 +(epoch: 42, iters: 57044, time: 0.297, data: 0.019) G_GAN: 4.294 G_L1: 5.698 D_real: 0.003 D_fake: 0.138 +(epoch: 42, iters: 57144, time: 0.304, data: 0.020) G_GAN: 4.282 G_L1: 5.861 D_real: 0.000 D_fake: 0.470 +(epoch: 42, iters: 57244, time: 0.290, data: 0.020) G_GAN: 3.252 G_L1: 4.317 D_real: 0.042 D_fake: 0.294 +(epoch: 42, iters: 57344, time: 0.578, data: 0.022) G_GAN: 2.632 G_L1: 4.792 D_real: 0.073 D_fake: 0.319 +(epoch: 42, iters: 57444, time: 0.294, data: 0.019) G_GAN: 1.839 G_L1: 5.182 D_real: 0.039 D_fake: 0.386 +(epoch: 42, iters: 57544, time: 0.300, data: 0.017) G_GAN: 1.935 G_L1: 4.230 D_real: 0.000 D_fake: 0.725 +(epoch: 42, iters: 57644, time: 0.290, data: 0.018) G_GAN: 2.620 G_L1: 4.698 D_real: 0.074 D_fake: 0.193 +(epoch: 42, iters: 57744, time: 0.413, data: 0.016) G_GAN: 2.738 G_L1: 3.126 D_real: 0.005 D_fake: 0.164 +(epoch: 42, iters: 57844, time: 0.304, data: 0.018) G_GAN: 4.035 G_L1: 5.204 D_real: 0.607 D_fake: 0.534 +(epoch: 42, iters: 57944, time: 0.274, data: 0.019) G_GAN: 2.669 G_L1: 4.362 D_real: 0.006 D_fake: 0.299 +(epoch: 42, iters: 58044, time: 0.299, data: 0.016) G_GAN: 1.907 G_L1: 3.978 D_real: 0.127 D_fake: 0.306 +(epoch: 42, iters: 58144, time: 0.410, data: 0.017) G_GAN: 2.069 G_L1: 6.918 D_real: 0.116 D_fake: 0.834 +(epoch: 42, iters: 58244, time: 0.295, data: 0.018) G_GAN: 2.961 G_L1: 6.512 D_real: 0.016 D_fake: 0.526 +(epoch: 42, iters: 58344, time: 0.291, data: 0.018) G_GAN: 2.795 G_L1: 4.275 D_real: 0.001 D_fake: 0.409 +(epoch: 42, iters: 58444, time: 0.297, data: 0.018) G_GAN: 2.586 G_L1: 3.865 D_real: 0.029 D_fake: 0.183 +(epoch: 42, iters: 58544, time: 0.411, data: 0.021) G_GAN: 2.087 G_L1: 4.556 D_real: 0.000 D_fake: 0.624 +(epoch: 42, iters: 58644, time: 0.282, data: 0.019) G_GAN: 3.348 G_L1: 3.465 D_real: 0.009 D_fake: 0.275 +(epoch: 42, iters: 58744, time: 0.296, data: 0.025) G_GAN: 1.694 G_L1: 4.476 D_real: 0.001 D_fake: 0.832 +(epoch: 42, iters: 58844, time: 0.303, data: 0.020) G_GAN: 4.061 G_L1: 6.408 D_real: 1.798 D_fake: 0.010 +(epoch: 42, iters: 58944, time: 0.422, data: 0.019) G_GAN: 1.669 G_L1: 4.735 D_real: 0.422 D_fake: 0.573 +(epoch: 42, iters: 59044, time: 0.301, data: 0.019) G_GAN: 3.063 G_L1: 4.470 D_real: 0.003 D_fake: 0.278 +(epoch: 42, iters: 59144, time: 0.292, data: 0.018) G_GAN: 2.608 G_L1: 3.406 D_real: 0.313 D_fake: 0.858 +(epoch: 42, iters: 59244, time: 0.293, data: 0.018) G_GAN: 2.298 G_L1: 6.901 D_real: 0.014 D_fake: 0.387 +(epoch: 42, iters: 59344, time: 0.548, data: 0.018) G_GAN: 1.695 G_L1: 4.018 D_real: 0.025 D_fake: 0.628 +(epoch: 42, iters: 59444, time: 0.298, data: 0.019) G_GAN: 2.091 G_L1: 4.085 D_real: 0.006 D_fake: 0.315 +(epoch: 42, iters: 59544, time: 0.303, data: 0.020) G_GAN: 2.885 G_L1: 4.335 D_real: 0.002 D_fake: 0.215 +(epoch: 42, iters: 59644, time: 0.295, data: 0.021) G_GAN: 2.596 G_L1: 4.778 D_real: 0.006 D_fake: 0.248 +(epoch: 42, iters: 59744, time: 0.417, data: 0.016) G_GAN: 2.633 G_L1: 3.911 D_real: 0.001 D_fake: 0.226 +(epoch: 42, iters: 59844, time: 0.299, data: 0.021) G_GAN: 2.360 G_L1: 3.872 D_real: 0.150 D_fake: 0.464 +(epoch: 42, iters: 59944, time: 0.304, data: 0.017) G_GAN: 3.000 G_L1: 1.924 D_real: 0.600 D_fake: 0.056 +(epoch: 43, iters: 28, time: 0.307, data: 0.017) G_GAN: 4.578 G_L1: 6.213 D_real: 0.054 D_fake: 0.268 +(epoch: 43, iters: 128, time: 0.562, data: 0.018) G_GAN: 3.212 G_L1: 4.370 D_real: 0.025 D_fake: 0.296 +(epoch: 43, iters: 228, time: 0.289, data: 0.019) G_GAN: 3.053 G_L1: 4.574 D_real: 0.049 D_fake: 0.249 +(epoch: 43, iters: 328, time: 0.302, data: 0.019) G_GAN: 4.247 G_L1: 3.688 D_real: 0.127 D_fake: 0.031 +(epoch: 43, iters: 428, time: 0.302, data: 0.019) G_GAN: 2.091 G_L1: 4.133 D_real: 0.077 D_fake: 0.468 +(epoch: 43, iters: 528, time: 0.425, data: 0.019) G_GAN: 3.509 G_L1: 6.162 D_real: 0.360 D_fake: 0.052 +(epoch: 43, iters: 628, time: 0.298, data: 0.019) G_GAN: 2.802 G_L1: 3.716 D_real: 0.198 D_fake: 0.192 +(epoch: 43, iters: 728, time: 0.293, data: 0.019) G_GAN: 1.976 G_L1: 3.105 D_real: 0.111 D_fake: 0.336 +(epoch: 43, iters: 828, time: 0.305, data: 0.019) G_GAN: 2.751 G_L1: 2.982 D_real: 0.304 D_fake: 0.452 +(epoch: 43, iters: 928, time: 0.409, data: 0.024) G_GAN: 4.228 G_L1: 2.763 D_real: 0.385 D_fake: 0.018 +(epoch: 43, iters: 1028, time: 0.304, data: 0.019) G_GAN: 2.781 G_L1: 6.583 D_real: 0.001 D_fake: 0.147 +(epoch: 43, iters: 1128, time: 0.289, data: 0.018) G_GAN: 3.503 G_L1: 6.582 D_real: 0.009 D_fake: 0.212 +(epoch: 43, iters: 1228, time: 0.293, data: 0.017) G_GAN: 3.717 G_L1: 5.148 D_real: 0.001 D_fake: 1.322 +(epoch: 43, iters: 1328, time: 0.566, data: 0.018) G_GAN: 7.804 G_L1: 9.379 D_real: 0.012 D_fake: 1.324 +(epoch: 43, iters: 1428, time: 0.299, data: 0.021) G_GAN: 2.595 G_L1: 3.987 D_real: 0.043 D_fake: 0.158 +(epoch: 43, iters: 1528, time: 0.298, data: 0.019) G_GAN: 3.562 G_L1: 5.066 D_real: 0.001 D_fake: 0.106 +(epoch: 43, iters: 1628, time: 0.300, data: 0.018) G_GAN: 3.440 G_L1: 3.772 D_real: 0.001 D_fake: 0.104 +(epoch: 43, iters: 1728, time: 0.415, data: 0.018) G_GAN: 2.543 G_L1: 5.165 D_real: 0.000 D_fake: 0.230 +(epoch: 43, iters: 1828, time: 0.301, data: 0.018) G_GAN: 3.654 G_L1: 5.914 D_real: 0.000 D_fake: 0.086 +(epoch: 43, iters: 1928, time: 0.292, data: 0.019) G_GAN: 2.353 G_L1: 4.195 D_real: 0.000 D_fake: 0.138 +(epoch: 43, iters: 2028, time: 0.285, data: 0.018) G_GAN: 2.574 G_L1: 6.504 D_real: 0.000 D_fake: 0.386 +(epoch: 43, iters: 2128, time: 0.422, data: 0.015) G_GAN: 3.568 G_L1: 4.688 D_real: 0.000 D_fake: 0.096 +(epoch: 43, iters: 2228, time: 0.286, data: 0.020) G_GAN: 1.648 G_L1: 5.063 D_real: 0.000 D_fake: 0.273 +(epoch: 43, iters: 2328, time: 0.299, data: 0.017) G_GAN: 3.779 G_L1: 12.726 D_real: 0.008 D_fake: 0.125 +(epoch: 43, iters: 2428, time: 0.294, data: 0.018) G_GAN: 3.664 G_L1: 4.722 D_real: 0.000 D_fake: 0.122 +(epoch: 43, iters: 2528, time: 0.402, data: 0.019) G_GAN: 2.524 G_L1: 6.906 D_real: 0.001 D_fake: 0.487 +(epoch: 43, iters: 2628, time: 0.294, data: 0.022) G_GAN: 2.516 G_L1: 7.626 D_real: 0.003 D_fake: 0.191 +(epoch: 43, iters: 2728, time: 0.301, data: 0.018) G_GAN: 2.597 G_L1: 5.388 D_real: 0.000 D_fake: 0.206 +(epoch: 43, iters: 2828, time: 0.302, data: 0.020) G_GAN: 3.410 G_L1: 4.883 D_real: 0.024 D_fake: 0.227 +(epoch: 43, iters: 2928, time: 0.428, data: 0.019) G_GAN: 2.652 G_L1: 5.785 D_real: 0.000 D_fake: 0.503 +(epoch: 43, iters: 3028, time: 0.303, data: 0.020) G_GAN: 2.296 G_L1: 4.741 D_real: 0.003 D_fake: 0.250 +(epoch: 43, iters: 3128, time: 0.312, data: 0.024) G_GAN: 1.931 G_L1: 4.743 D_real: 0.008 D_fake: 0.313 +(epoch: 43, iters: 3228, time: 0.296, data: 0.019) G_GAN: 2.875 G_L1: 5.541 D_real: 0.139 D_fake: 0.139 +(epoch: 43, iters: 3328, time: 0.577, data: 0.020) G_GAN: 1.722 G_L1: 4.266 D_real: 0.003 D_fake: 0.230 +(epoch: 43, iters: 3428, time: 0.305, data: 0.019) G_GAN: 2.101 G_L1: 6.131 D_real: 0.000 D_fake: 0.300 +(epoch: 43, iters: 3528, time: 0.306, data: 0.020) G_GAN: 2.007 G_L1: 4.201 D_real: 0.003 D_fake: 0.217 +(epoch: 43, iters: 3628, time: 0.284, data: 0.018) G_GAN: 1.684 G_L1: 3.671 D_real: 0.005 D_fake: 0.375 +(epoch: 43, iters: 3728, time: 0.404, data: 0.016) G_GAN: 2.843 G_L1: 4.810 D_real: 0.009 D_fake: 0.245 +(epoch: 43, iters: 3828, time: 0.296, data: 0.017) G_GAN: 3.140 G_L1: 4.029 D_real: 0.001 D_fake: 0.764 +(epoch: 43, iters: 3928, time: 0.299, data: 0.027) G_GAN: 3.526 G_L1: 3.865 D_real: 0.295 D_fake: 0.416 +(epoch: 43, iters: 4028, time: 0.302, data: 0.020) G_GAN: 4.750 G_L1: 5.378 D_real: 0.102 D_fake: 0.138 +(epoch: 43, iters: 4128, time: 0.397, data: 0.020) G_GAN: 2.932 G_L1: 3.155 D_real: 0.143 D_fake: 0.173 +(epoch: 43, iters: 4228, time: 0.285, data: 0.017) G_GAN: 6.883 G_L1: 2.961 D_real: 0.247 D_fake: 0.008 +(epoch: 43, iters: 4328, time: 0.295, data: 0.017) G_GAN: 2.596 G_L1: 2.434 D_real: 0.050 D_fake: 0.470 +(epoch: 43, iters: 4428, time: 0.299, data: 0.020) G_GAN: 4.891 G_L1: 8.609 D_real: 0.029 D_fake: 0.224 +(epoch: 43, iters: 4528, time: 0.405, data: 0.019) G_GAN: 3.846 G_L1: 3.473 D_real: 0.358 D_fake: 0.094 +(epoch: 43, iters: 4628, time: 0.301, data: 0.016) G_GAN: 3.286 G_L1: 4.479 D_real: 0.135 D_fake: 0.208 +(epoch: 43, iters: 4728, time: 0.297, data: 0.019) G_GAN: 3.383 G_L1: 2.795 D_real: 0.060 D_fake: 0.154 +(epoch: 43, iters: 4828, time: 0.300, data: 0.018) G_GAN: 5.035 G_L1: 3.639 D_real: 0.853 D_fake: 0.006 +(epoch: 43, iters: 4928, time: 0.400, data: 0.019) G_GAN: 2.645 G_L1: 3.322 D_real: 0.322 D_fake: 0.431 +(epoch: 43, iters: 5028, time: 0.300, data: 0.017) G_GAN: 4.253 G_L1: 5.571 D_real: 0.352 D_fake: 0.064 +(epoch: 43, iters: 5128, time: 0.303, data: 0.024) G_GAN: 4.167 G_L1: 3.196 D_real: 0.049 D_fake: 0.106 +(epoch: 43, iters: 5228, time: 0.297, data: 0.018) G_GAN: 3.905 G_L1: 4.227 D_real: 0.034 D_fake: 0.262 +(epoch: 43, iters: 5328, time: 0.592, data: 0.018) G_GAN: 4.825 G_L1: 4.384 D_real: 0.040 D_fake: 0.022 +(epoch: 43, iters: 5428, time: 0.293, data: 0.021) G_GAN: 4.300 G_L1: 4.083 D_real: 0.139 D_fake: 0.148 +(epoch: 43, iters: 5528, time: 0.306, data: 0.017) G_GAN: 2.541 G_L1: 1.991 D_real: 0.353 D_fake: 0.451 +(epoch: 43, iters: 5628, time: 0.302, data: 0.020) G_GAN: 3.442 G_L1: 3.692 D_real: 0.023 D_fake: 0.108 +(epoch: 43, iters: 5728, time: 0.417, data: 0.018) G_GAN: 3.520 G_L1: 3.825 D_real: 0.128 D_fake: 0.101 +(epoch: 43, iters: 5828, time: 0.302, data: 0.018) G_GAN: 4.121 G_L1: 4.383 D_real: 0.000 D_fake: 0.046 +(epoch: 43, iters: 5928, time: 0.309, data: 0.019) G_GAN: 5.902 G_L1: 3.580 D_real: 0.089 D_fake: 0.017 +(epoch: 43, iters: 6028, time: 0.305, data: 0.018) G_GAN: 5.479 G_L1: 4.734 D_real: 0.005 D_fake: 0.503 +(epoch: 43, iters: 6128, time: 0.394, data: 0.019) G_GAN: 3.777 G_L1: 4.023 D_real: 0.106 D_fake: 0.071 +(epoch: 43, iters: 6228, time: 0.293, data: 0.018) G_GAN: 4.271 G_L1: 4.029 D_real: 0.031 D_fake: 0.131 +(epoch: 43, iters: 6328, time: 0.290, data: 0.019) G_GAN: 3.751 G_L1: 3.654 D_real: 0.049 D_fake: 0.145 +(epoch: 43, iters: 6428, time: 0.295, data: 0.019) G_GAN: 4.531 G_L1: 4.286 D_real: 0.039 D_fake: 0.156 +(epoch: 43, iters: 6528, time: 0.391, data: 0.015) G_GAN: 2.410 G_L1: 4.034 D_real: 0.523 D_fake: 0.049 +(epoch: 43, iters: 6628, time: 0.303, data: 0.016) G_GAN: 4.323 G_L1: 3.246 D_real: 0.014 D_fake: 0.040 +(epoch: 43, iters: 6728, time: 0.304, data: 0.019) G_GAN: 6.465 G_L1: 4.697 D_real: 0.027 D_fake: 0.011 +(epoch: 43, iters: 6828, time: 0.304, data: 0.019) G_GAN: 3.962 G_L1: 3.709 D_real: 0.001 D_fake: 0.178 +(epoch: 43, iters: 6928, time: 0.412, data: 0.018) G_GAN: 2.986 G_L1: 4.184 D_real: 0.277 D_fake: 0.076 +(epoch: 43, iters: 7028, time: 0.298, data: 0.020) G_GAN: 3.222 G_L1: 6.122 D_real: 0.507 D_fake: 0.047 +(epoch: 43, iters: 7128, time: 0.303, data: 0.017) G_GAN: 2.928 G_L1: 4.089 D_real: 0.001 D_fake: 0.235 +(epoch: 43, iters: 7228, time: 0.287, data: 0.018) G_GAN: 3.629 G_L1: 3.380 D_real: 0.172 D_fake: 0.154 +(epoch: 43, iters: 7328, time: 0.589, data: 0.016) G_GAN: 4.570 G_L1: 5.418 D_real: 0.033 D_fake: 0.133 +(epoch: 43, iters: 7428, time: 0.303, data: 0.016) G_GAN: 4.739 G_L1: 3.681 D_real: 0.098 D_fake: 0.056 +(epoch: 43, iters: 7528, time: 0.301, data: 0.019) G_GAN: 3.532 G_L1: 4.371 D_real: 1.090 D_fake: 0.039 +(epoch: 43, iters: 7628, time: 0.299, data: 0.019) G_GAN: 4.675 G_L1: 3.985 D_real: 0.063 D_fake: 0.043 +(epoch: 43, iters: 7728, time: 0.417, data: 0.018) G_GAN: 2.426 G_L1: 4.011 D_real: 0.423 D_fake: 0.343 +(epoch: 43, iters: 7828, time: 0.279, data: 0.018) G_GAN: 3.181 G_L1: 2.788 D_real: 0.166 D_fake: 0.130 +(epoch: 43, iters: 7928, time: 0.292, data: 0.016) G_GAN: 2.977 G_L1: 3.727 D_real: 0.579 D_fake: 0.033 +(epoch: 43, iters: 8028, time: 0.301, data: 0.017) G_GAN: 3.243 G_L1: 3.324 D_real: 0.385 D_fake: 0.054 +(epoch: 43, iters: 8128, time: 0.387, data: 0.017) G_GAN: 2.973 G_L1: 3.193 D_real: 0.854 D_fake: 0.104 +(epoch: 43, iters: 8228, time: 0.300, data: 0.017) G_GAN: 3.781 G_L1: 4.901 D_real: 0.467 D_fake: 0.029 +(epoch: 43, iters: 8328, time: 0.299, data: 0.020) G_GAN: 4.179 G_L1: 3.938 D_real: 0.037 D_fake: 0.178 +(epoch: 43, iters: 8428, time: 0.301, data: 0.018) G_GAN: 3.856 G_L1: 6.357 D_real: 0.021 D_fake: 0.048 +(epoch: 43, iters: 8528, time: 0.410, data: 0.018) G_GAN: 3.214 G_L1: 5.354 D_real: 0.017 D_fake: 0.166 +(epoch: 43, iters: 8628, time: 0.296, data: 0.018) G_GAN: 4.591 G_L1: 2.963 D_real: 0.067 D_fake: 0.034 +(epoch: 43, iters: 8728, time: 0.303, data: 0.017) G_GAN: 5.627 G_L1: 3.250 D_real: 0.125 D_fake: 0.032 +(epoch: 43, iters: 8828, time: 0.297, data: 0.018) G_GAN: 5.630 G_L1: 3.939 D_real: 0.224 D_fake: 0.016 +(epoch: 43, iters: 8928, time: 0.428, data: 0.017) G_GAN: 4.976 G_L1: 3.583 D_real: 0.011 D_fake: 0.044 +(epoch: 43, iters: 9028, time: 0.305, data: 0.019) G_GAN: 3.597 G_L1: 5.310 D_real: 0.213 D_fake: 0.055 +(epoch: 43, iters: 9128, time: 0.302, data: 0.018) G_GAN: 6.690 G_L1: 4.031 D_real: 0.052 D_fake: 0.007 +(epoch: 43, iters: 9228, time: 0.298, data: 0.020) G_GAN: 4.952 G_L1: 5.719 D_real: 0.029 D_fake: 0.225 +(epoch: 43, iters: 9328, time: 0.604, data: 0.019) G_GAN: 3.725 G_L1: 4.465 D_real: 0.013 D_fake: 0.232 +(epoch: 43, iters: 9428, time: 0.307, data: 0.019) G_GAN: 4.217 G_L1: 3.234 D_real: 0.010 D_fake: 0.171 +(epoch: 43, iters: 9528, time: 0.291, data: 0.018) G_GAN: 5.664 G_L1: 4.819 D_real: 0.102 D_fake: 0.037 +(epoch: 43, iters: 9628, time: 0.298, data: 0.017) G_GAN: 4.333 G_L1: 3.200 D_real: 0.056 D_fake: 0.069 +(epoch: 43, iters: 9728, time: 0.412, data: 0.017) G_GAN: 3.369 G_L1: 3.762 D_real: 0.275 D_fake: 0.097 +(epoch: 43, iters: 9828, time: 0.305, data: 0.018) G_GAN: 5.097 G_L1: 3.182 D_real: 0.002 D_fake: 0.206 +(epoch: 43, iters: 9928, time: 0.293, data: 0.018) G_GAN: 3.426 G_L1: 4.193 D_real: 0.001 D_fake: 0.239 +(epoch: 43, iters: 10028, time: 0.298, data: 0.020) G_GAN: 4.113 G_L1: 4.320 D_real: 0.069 D_fake: 0.037 +(epoch: 43, iters: 10128, time: 0.420, data: 0.019) G_GAN: 6.595 G_L1: 4.553 D_real: 0.036 D_fake: 0.014 +(epoch: 43, iters: 10228, time: 0.295, data: 0.019) G_GAN: 3.924 G_L1: 3.676 D_real: 0.221 D_fake: 0.109 +(epoch: 43, iters: 10328, time: 0.291, data: 0.018) G_GAN: 5.319 G_L1: 3.921 D_real: 0.072 D_fake: 0.088 +(epoch: 43, iters: 10428, time: 0.301, data: 0.016) G_GAN: 4.186 G_L1: 4.035 D_real: 0.040 D_fake: 0.084 +(epoch: 43, iters: 10528, time: 0.431, data: 0.019) G_GAN: 4.141 G_L1: 4.893 D_real: 0.048 D_fake: 0.116 +(epoch: 43, iters: 10628, time: 0.298, data: 0.019) G_GAN: 4.156 G_L1: 4.089 D_real: 0.168 D_fake: 0.058 +(epoch: 43, iters: 10728, time: 0.299, data: 0.020) G_GAN: 5.635 G_L1: 5.553 D_real: 0.234 D_fake: 0.027 +(epoch: 43, iters: 10828, time: 0.302, data: 0.020) G_GAN: 4.853 G_L1: 4.718 D_real: 0.282 D_fake: 0.013 +(epoch: 43, iters: 10928, time: 0.388, data: 0.019) G_GAN: 4.424 G_L1: 3.590 D_real: 0.059 D_fake: 0.123 +(epoch: 43, iters: 11028, time: 0.300, data: 0.018) G_GAN: 7.755 G_L1: 5.582 D_real: 0.051 D_fake: 0.069 +(epoch: 43, iters: 11128, time: 0.295, data: 0.021) G_GAN: 3.859 G_L1: 3.381 D_real: 0.208 D_fake: 0.050 +(epoch: 43, iters: 11228, time: 0.284, data: 0.018) G_GAN: 3.177 G_L1: 2.489 D_real: 0.019 D_fake: 0.484 +(epoch: 43, iters: 11328, time: 0.567, data: 0.016) G_GAN: 5.905 G_L1: 8.929 D_real: 0.186 D_fake: 0.014 +(epoch: 43, iters: 11428, time: 0.296, data: 0.017) G_GAN: 6.119 G_L1: 6.261 D_real: 0.024 D_fake: 0.045 +(epoch: 43, iters: 11528, time: 0.294, data: 0.017) G_GAN: 3.819 G_L1: 4.048 D_real: 0.119 D_fake: 0.054 +(epoch: 43, iters: 11628, time: 0.303, data: 0.016) G_GAN: 3.780 G_L1: 4.402 D_real: 0.025 D_fake: 0.145 +(epoch: 43, iters: 11728, time: 0.424, data: 0.025) G_GAN: 5.056 G_L1: 3.214 D_real: 0.006 D_fake: 0.047 +(epoch: 43, iters: 11828, time: 0.302, data: 0.018) G_GAN: 3.534 G_L1: 3.842 D_real: 0.243 D_fake: 0.086 +(epoch: 43, iters: 11928, time: 0.304, data: 0.021) G_GAN: 3.175 G_L1: 4.525 D_real: 0.844 D_fake: 0.169 +(epoch: 43, iters: 12028, time: 0.302, data: 0.017) G_GAN: 3.941 G_L1: 4.329 D_real: 0.017 D_fake: 0.105 +(epoch: 43, iters: 12128, time: 0.405, data: 0.020) G_GAN: 4.453 G_L1: 3.921 D_real: 0.314 D_fake: 0.030 +(epoch: 43, iters: 12228, time: 0.305, data: 0.019) G_GAN: 3.635 G_L1: 4.217 D_real: 0.038 D_fake: 0.221 +(epoch: 43, iters: 12328, time: 0.294, data: 0.020) G_GAN: 2.825 G_L1: 4.326 D_real: 0.052 D_fake: 0.128 +(epoch: 43, iters: 12428, time: 0.299, data: 0.018) G_GAN: 3.378 G_L1: 3.581 D_real: 0.067 D_fake: 0.126 +(epoch: 43, iters: 12528, time: 0.424, data: 0.019) G_GAN: 3.025 G_L1: 3.695 D_real: 0.310 D_fake: 0.106 +(epoch: 43, iters: 12628, time: 0.299, data: 0.019) G_GAN: 3.224 G_L1: 2.932 D_real: 0.138 D_fake: 0.104 +(epoch: 43, iters: 12728, time: 0.296, data: 0.019) G_GAN: 4.629 G_L1: 5.011 D_real: 0.223 D_fake: 0.028 +(epoch: 43, iters: 12828, time: 0.303, data: 0.018) G_GAN: 4.976 G_L1: 3.554 D_real: 0.146 D_fake: 0.094 +(epoch: 43, iters: 12928, time: 0.425, data: 0.021) G_GAN: 4.913 G_L1: 10.037 D_real: 0.062 D_fake: 0.052 +(epoch: 43, iters: 13028, time: 0.299, data: 0.027) G_GAN: 3.314 G_L1: 3.010 D_real: 0.058 D_fake: 0.393 +(epoch: 43, iters: 13128, time: 0.297, data: 0.019) G_GAN: 5.336 G_L1: 6.360 D_real: 0.003 D_fake: 0.037 +(epoch: 43, iters: 13228, time: 0.287, data: 0.019) G_GAN: 3.465 G_L1: 3.599 D_real: 0.004 D_fake: 0.107 +(epoch: 43, iters: 13328, time: 0.521, data: 0.018) G_GAN: 5.043 G_L1: 3.975 D_real: 0.000 D_fake: 0.154 +(epoch: 43, iters: 13428, time: 0.302, data: 0.018) G_GAN: 6.042 G_L1: 5.469 D_real: 0.033 D_fake: 0.018 +(epoch: 43, iters: 13528, time: 0.304, data: 0.021) G_GAN: 2.234 G_L1: 5.722 D_real: 0.666 D_fake: 0.260 +(epoch: 43, iters: 13628, time: 0.294, data: 0.019) G_GAN: 4.723 G_L1: 5.222 D_real: 0.001 D_fake: 0.243 +(epoch: 43, iters: 13728, time: 0.421, data: 0.025) G_GAN: 4.885 G_L1: 4.874 D_real: 0.001 D_fake: 0.024 +(epoch: 43, iters: 13828, time: 0.284, data: 0.019) G_GAN: 3.833 G_L1: 5.251 D_real: 0.003 D_fake: 0.072 +(epoch: 43, iters: 13928, time: 0.303, data: 0.017) G_GAN: 3.337 G_L1: 4.647 D_real: 0.002 D_fake: 0.240 +(epoch: 43, iters: 14028, time: 0.293, data: 0.018) G_GAN: 4.405 G_L1: 3.742 D_real: 0.000 D_fake: 0.049 +(epoch: 43, iters: 14128, time: 0.414, data: 0.018) G_GAN: 3.269 G_L1: 4.344 D_real: 0.014 D_fake: 0.246 +(epoch: 43, iters: 14228, time: 0.301, data: 0.016) G_GAN: 3.168 G_L1: 4.146 D_real: 0.000 D_fake: 0.140 +(epoch: 43, iters: 14328, time: 0.298, data: 0.019) G_GAN: 4.479 G_L1: 4.064 D_real: 1.168 D_fake: 0.028 +(epoch: 43, iters: 14428, time: 0.302, data: 0.019) G_GAN: 6.597 G_L1: 8.174 D_real: 0.003 D_fake: 0.032 +(epoch: 43, iters: 14528, time: 0.417, data: 0.019) G_GAN: 2.937 G_L1: 4.715 D_real: 0.000 D_fake: 0.220 +(epoch: 43, iters: 14628, time: 0.303, data: 0.018) G_GAN: 3.753 G_L1: 4.439 D_real: 0.000 D_fake: 0.041 +(epoch: 43, iters: 14728, time: 0.301, data: 0.020) G_GAN: 4.723 G_L1: 4.603 D_real: 0.000 D_fake: 0.079 +(epoch: 43, iters: 14828, time: 0.303, data: 0.018) G_GAN: 2.664 G_L1: 3.713 D_real: 0.000 D_fake: 0.119 +(epoch: 43, iters: 14928, time: 0.425, data: 0.019) G_GAN: 4.064 G_L1: 12.933 D_real: 0.004 D_fake: 0.133 +(epoch: 43, iters: 15028, time: 0.302, data: 0.026) G_GAN: 3.957 G_L1: 5.911 D_real: 0.000 D_fake: 0.059 +(epoch: 43, iters: 15128, time: 0.308, data: 0.019) G_GAN: 4.073 G_L1: 5.444 D_real: 0.000 D_fake: 0.283 +(epoch: 43, iters: 15228, time: 0.296, data: 0.019) G_GAN: 3.554 G_L1: 5.454 D_real: 0.000 D_fake: 0.729 +(epoch: 43, iters: 15328, time: 0.578, data: 0.017) G_GAN: 2.252 G_L1: 6.749 D_real: 0.000 D_fake: 0.241 +(epoch: 43, iters: 15428, time: 0.306, data: 0.018) G_GAN: 2.316 G_L1: 3.834 D_real: 0.000 D_fake: 0.154 +(epoch: 43, iters: 15528, time: 0.303, data: 0.018) G_GAN: 3.466 G_L1: 4.030 D_real: 0.000 D_fake: 0.041 +(epoch: 43, iters: 15628, time: 0.303, data: 0.025) G_GAN: 3.302 G_L1: 4.578 D_real: 0.000 D_fake: 0.204 +(epoch: 43, iters: 15728, time: 0.423, data: 0.021) G_GAN: 2.856 G_L1: 5.091 D_real: 0.000 D_fake: 0.390 +(epoch: 43, iters: 15828, time: 0.301, data: 0.019) G_GAN: 2.318 G_L1: 4.438 D_real: 0.000 D_fake: 0.292 +(epoch: 43, iters: 15928, time: 0.296, data: 0.017) G_GAN: 3.536 G_L1: 5.449 D_real: 0.000 D_fake: 0.671 +(epoch: 43, iters: 16028, time: 0.304, data: 0.019) G_GAN: 3.799 G_L1: 5.624 D_real: 0.000 D_fake: 0.415 +(epoch: 43, iters: 16128, time: 0.422, data: 0.018) G_GAN: 2.419 G_L1: 5.702 D_real: 0.000 D_fake: 0.488 +(epoch: 43, iters: 16228, time: 0.302, data: 0.020) G_GAN: 2.921 G_L1: 5.076 D_real: 0.000 D_fake: 0.333 +(epoch: 43, iters: 16328, time: 0.305, data: 0.020) G_GAN: 1.825 G_L1: 3.199 D_real: 0.000 D_fake: 0.423 +(epoch: 43, iters: 16428, time: 0.301, data: 0.019) G_GAN: 3.786 G_L1: 12.347 D_real: 0.016 D_fake: 0.262 +(epoch: 43, iters: 16528, time: 0.410, data: 0.020) G_GAN: 1.920 G_L1: 4.167 D_real: 0.000 D_fake: 0.562 +(epoch: 43, iters: 16628, time: 0.307, data: 0.022) G_GAN: 2.003 G_L1: 4.022 D_real: 0.009 D_fake: 0.221 +(epoch: 43, iters: 16728, time: 0.303, data: 0.018) G_GAN: 2.388 G_L1: 4.662 D_real: 0.000 D_fake: 0.232 +(epoch: 43, iters: 16828, time: 0.309, data: 0.019) G_GAN: 3.361 G_L1: 4.830 D_real: 0.000 D_fake: 1.143 +(epoch: 43, iters: 16928, time: 0.418, data: 0.018) G_GAN: 2.724 G_L1: 4.834 D_real: 0.000 D_fake: 0.105 +(epoch: 43, iters: 17028, time: 0.301, data: 0.018) G_GAN: 3.971 G_L1: 8.616 D_real: 0.000 D_fake: 0.320 +(epoch: 43, iters: 17128, time: 0.305, data: 0.019) G_GAN: 3.625 G_L1: 4.334 D_real: 0.000 D_fake: 0.307 +(epoch: 43, iters: 17228, time: 0.305, data: 0.018) G_GAN: 1.336 G_L1: 5.574 D_real: 0.000 D_fake: 0.486 +(epoch: 43, iters: 17328, time: 0.585, data: 0.019) G_GAN: 3.603 G_L1: 7.545 D_real: 0.000 D_fake: 0.153 +(epoch: 43, iters: 17428, time: 0.296, data: 0.017) G_GAN: 2.508 G_L1: 4.038 D_real: 0.002 D_fake: 0.168 +(epoch: 43, iters: 17528, time: 0.300, data: 0.018) G_GAN: 1.557 G_L1: 4.618 D_real: 0.000 D_fake: 0.395 +(epoch: 43, iters: 17628, time: 0.304, data: 0.018) G_GAN: 3.068 G_L1: 4.437 D_real: 0.000 D_fake: 0.117 +(epoch: 43, iters: 17728, time: 0.429, data: 0.019) G_GAN: 2.605 G_L1: 4.935 D_real: 0.000 D_fake: 0.464 +(epoch: 43, iters: 17828, time: 0.303, data: 0.021) G_GAN: 3.688 G_L1: 6.914 D_real: 0.000 D_fake: 0.250 +(epoch: 43, iters: 17928, time: 0.302, data: 0.018) G_GAN: 3.602 G_L1: 5.619 D_real: 0.002 D_fake: 0.177 +(epoch: 43, iters: 18028, time: 0.300, data: 0.019) G_GAN: 4.627 G_L1: 5.563 D_real: 0.000 D_fake: 0.650 +(epoch: 43, iters: 18128, time: 0.419, data: 0.020) G_GAN: 4.302 G_L1: 8.680 D_real: 0.001 D_fake: 0.166 +(epoch: 43, iters: 18228, time: 0.303, data: 0.018) G_GAN: 2.983 G_L1: 3.510 D_real: 0.000 D_fake: 0.208 +(epoch: 43, iters: 18328, time: 0.300, data: 0.018) G_GAN: 2.975 G_L1: 4.230 D_real: 0.000 D_fake: 0.184 +(epoch: 43, iters: 18428, time: 0.293, data: 0.018) G_GAN: 2.273 G_L1: 5.461 D_real: 0.001 D_fake: 0.351 +(epoch: 43, iters: 18528, time: 0.422, data: 0.018) G_GAN: 2.544 G_L1: 6.614 D_real: 0.000 D_fake: 0.348 +(epoch: 43, iters: 18628, time: 0.301, data: 0.019) G_GAN: 1.707 G_L1: 3.402 D_real: 0.000 D_fake: 0.377 +(epoch: 43, iters: 18728, time: 0.300, data: 0.022) G_GAN: 3.146 G_L1: 7.753 D_real: 0.001 D_fake: 0.255 +(epoch: 43, iters: 18828, time: 0.304, data: 0.019) G_GAN: 2.089 G_L1: 5.763 D_real: 0.001 D_fake: 0.376 +(epoch: 43, iters: 18928, time: 0.426, data: 0.019) G_GAN: 2.137 G_L1: 4.577 D_real: 0.000 D_fake: 0.451 +(epoch: 43, iters: 19028, time: 0.301, data: 0.019) G_GAN: 2.149 G_L1: 3.744 D_real: 0.000 D_fake: 0.367 +(epoch: 43, iters: 19128, time: 0.300, data: 0.018) G_GAN: 2.330 G_L1: 7.662 D_real: 0.000 D_fake: 0.439 +(epoch: 43, iters: 19228, time: 0.304, data: 0.018) G_GAN: 1.653 G_L1: 4.719 D_real: 0.000 D_fake: 0.991 +(epoch: 43, iters: 19328, time: 0.580, data: 0.019) G_GAN: 2.855 G_L1: 7.236 D_real: 0.000 D_fake: 0.188 +(epoch: 43, iters: 19428, time: 0.302, data: 0.020) G_GAN: 2.392 G_L1: 5.281 D_real: 0.000 D_fake: 0.734 +(epoch: 43, iters: 19528, time: 0.300, data: 0.018) G_GAN: 2.846 G_L1: 5.789 D_real: 0.000 D_fake: 0.143 +(epoch: 43, iters: 19628, time: 0.300, data: 0.019) G_GAN: 2.833 G_L1: 6.337 D_real: 0.003 D_fake: 0.326 +(epoch: 43, iters: 19728, time: 0.409, data: 0.019) G_GAN: 1.382 G_L1: 4.398 D_real: 0.000 D_fake: 0.522 +(epoch: 43, iters: 19828, time: 0.298, data: 0.019) G_GAN: 1.427 G_L1: 5.448 D_real: 0.001 D_fake: 0.568 +(epoch: 43, iters: 19928, time: 0.302, data: 0.018) G_GAN: 1.626 G_L1: 4.099 D_real: 0.004 D_fake: 0.824 +(epoch: 43, iters: 20028, time: 0.303, data: 0.020) G_GAN: 2.340 G_L1: 5.756 D_real: 0.000 D_fake: 0.494 +(epoch: 43, iters: 20128, time: 0.411, data: 0.018) G_GAN: 1.885 G_L1: 4.530 D_real: 0.000 D_fake: 1.134 +(epoch: 43, iters: 20228, time: 0.294, data: 0.018) G_GAN: 2.986 G_L1: 5.967 D_real: 0.000 D_fake: 0.142 +(epoch: 43, iters: 20328, time: 0.309, data: 0.019) G_GAN: 1.421 G_L1: 5.064 D_real: 0.000 D_fake: 0.670 +(epoch: 43, iters: 20428, time: 0.306, data: 0.019) G_GAN: 2.145 G_L1: 5.611 D_real: 0.000 D_fake: 0.173 +(epoch: 43, iters: 20528, time: 0.428, data: 0.019) G_GAN: 1.121 G_L1: 4.804 D_real: 0.000 D_fake: 0.397 +(epoch: 43, iters: 20628, time: 0.285, data: 0.018) G_GAN: 2.936 G_L1: 4.230 D_real: 0.090 D_fake: 0.217 +(epoch: 43, iters: 20728, time: 0.295, data: 0.018) G_GAN: 1.856 G_L1: 4.169 D_real: 0.017 D_fake: 0.195 +(epoch: 43, iters: 20828, time: 0.296, data: 0.017) G_GAN: 1.774 G_L1: 4.100 D_real: 0.002 D_fake: 0.639 +(epoch: 43, iters: 20928, time: 0.414, data: 0.018) G_GAN: 2.907 G_L1: 3.585 D_real: 0.085 D_fake: 0.415 +(epoch: 43, iters: 21028, time: 0.297, data: 0.020) G_GAN: 5.135 G_L1: 3.797 D_real: 0.387 D_fake: 0.039 +(epoch: 43, iters: 21128, time: 0.301, data: 0.019) G_GAN: 4.540 G_L1: 4.565 D_real: 0.066 D_fake: 0.040 +(epoch: 43, iters: 21228, time: 0.295, data: 0.019) G_GAN: 3.517 G_L1: 5.009 D_real: 0.003 D_fake: 0.094 +(epoch: 43, iters: 21328, time: 0.585, data: 0.018) G_GAN: 3.459 G_L1: 4.172 D_real: 0.110 D_fake: 0.667 +(epoch: 43, iters: 21428, time: 0.304, data: 0.019) G_GAN: 4.053 G_L1: 3.625 D_real: 0.287 D_fake: 0.093 +(epoch: 43, iters: 21528, time: 0.296, data: 0.017) G_GAN: 4.688 G_L1: 6.213 D_real: 0.035 D_fake: 0.021 +(epoch: 43, iters: 21628, time: 0.303, data: 0.021) G_GAN: 4.760 G_L1: 4.531 D_real: 0.005 D_fake: 0.069 +(epoch: 43, iters: 21728, time: 0.428, data: 0.018) G_GAN: 4.060 G_L1: 4.989 D_real: 0.457 D_fake: 0.189 +(epoch: 43, iters: 21828, time: 0.301, data: 0.022) G_GAN: 4.129 G_L1: 3.652 D_real: 0.063 D_fake: 0.035 +(epoch: 43, iters: 21928, time: 0.290, data: 0.018) G_GAN: 3.145 G_L1: 7.014 D_real: 0.001 D_fake: 0.223 +(epoch: 43, iters: 22028, time: 0.291, data: 0.018) G_GAN: 4.280 G_L1: 11.929 D_real: 0.001 D_fake: 0.200 +(epoch: 43, iters: 22128, time: 0.430, data: 0.017) G_GAN: 2.731 G_L1: 4.192 D_real: 0.000 D_fake: 0.340 +(epoch: 43, iters: 22228, time: 0.301, data: 0.019) G_GAN: 3.714 G_L1: 6.482 D_real: 0.000 D_fake: 0.118 +(epoch: 43, iters: 22328, time: 0.295, data: 0.019) G_GAN: 4.344 G_L1: 9.903 D_real: 0.007 D_fake: 0.057 +(epoch: 43, iters: 22428, time: 0.299, data: 0.018) G_GAN: 3.144 G_L1: 8.229 D_real: 0.000 D_fake: 0.096 +(epoch: 43, iters: 22528, time: 0.394, data: 0.021) G_GAN: 3.185 G_L1: 3.539 D_real: 0.000 D_fake: 0.156 +(epoch: 43, iters: 22628, time: 0.302, data: 0.021) G_GAN: 2.116 G_L1: 4.544 D_real: 0.000 D_fake: 0.223 +(epoch: 43, iters: 22728, time: 0.295, data: 0.019) G_GAN: 3.057 G_L1: 4.312 D_real: 0.000 D_fake: 0.318 +(epoch: 43, iters: 22828, time: 0.291, data: 0.018) G_GAN: 2.336 G_L1: 5.605 D_real: 0.000 D_fake: 0.493 +(epoch: 43, iters: 22928, time: 0.423, data: 0.018) G_GAN: 2.329 G_L1: 4.451 D_real: 0.000 D_fake: 0.363 +(epoch: 43, iters: 23028, time: 0.300, data: 0.022) G_GAN: 1.645 G_L1: 3.719 D_real: 0.012 D_fake: 0.277 +(epoch: 43, iters: 23128, time: 0.294, data: 0.019) G_GAN: 1.712 G_L1: 4.741 D_real: 0.002 D_fake: 0.239 +(epoch: 43, iters: 23228, time: 0.302, data: 0.023) G_GAN: 3.061 G_L1: 6.206 D_real: 0.000 D_fake: 0.152 +(epoch: 43, iters: 23328, time: 0.601, data: 0.019) G_GAN: 2.059 G_L1: 4.232 D_real: 0.000 D_fake: 0.447 +(epoch: 43, iters: 23428, time: 0.302, data: 0.018) G_GAN: 1.751 G_L1: 4.689 D_real: 0.000 D_fake: 0.675 +(epoch: 43, iters: 23528, time: 0.303, data: 0.019) G_GAN: 2.627 G_L1: 7.953 D_real: 0.005 D_fake: 0.278 +(epoch: 43, iters: 23628, time: 0.304, data: 0.020) G_GAN: 4.029 G_L1: 3.750 D_real: 0.230 D_fake: 0.086 +(epoch: 43, iters: 23728, time: 0.387, data: 0.022) G_GAN: 2.297 G_L1: 4.283 D_real: 0.000 D_fake: 0.286 +(epoch: 43, iters: 23828, time: 0.296, data: 0.019) G_GAN: 2.178 G_L1: 5.102 D_real: 0.001 D_fake: 0.767 +(epoch: 43, iters: 23928, time: 0.301, data: 0.019) G_GAN: 2.706 G_L1: 3.490 D_real: 0.000 D_fake: 0.123 +(epoch: 43, iters: 24028, time: 0.309, data: 0.018) G_GAN: 1.911 G_L1: 4.909 D_real: 0.000 D_fake: 0.805 +(epoch: 43, iters: 24128, time: 0.416, data: 0.021) G_GAN: 3.905 G_L1: 6.477 D_real: 0.000 D_fake: 0.170 +(epoch: 43, iters: 24228, time: 0.299, data: 0.020) G_GAN: 1.543 G_L1: 3.826 D_real: 0.001 D_fake: 0.441 +(epoch: 43, iters: 24328, time: 0.301, data: 0.019) G_GAN: 2.984 G_L1: 4.875 D_real: 0.000 D_fake: 0.185 +(epoch: 43, iters: 24428, time: 0.303, data: 0.019) G_GAN: 2.321 G_L1: 3.741 D_real: 0.000 D_fake: 0.625 +(epoch: 43, iters: 24528, time: 0.421, data: 0.019) G_GAN: 1.107 G_L1: 4.213 D_real: 0.000 D_fake: 0.250 +(epoch: 43, iters: 24628, time: 0.296, data: 0.025) G_GAN: 2.381 G_L1: 5.985 D_real: 0.001 D_fake: 0.210 +(epoch: 43, iters: 24728, time: 0.300, data: 0.017) G_GAN: 2.793 G_L1: 4.250 D_real: 0.000 D_fake: 0.329 +(epoch: 43, iters: 24828, time: 0.301, data: 0.018) G_GAN: 3.426 G_L1: 6.408 D_real: 0.001 D_fake: 0.191 +(epoch: 43, iters: 24928, time: 0.403, data: 0.019) G_GAN: 1.679 G_L1: 5.145 D_real: 0.001 D_fake: 0.401 +(epoch: 43, iters: 25028, time: 0.306, data: 0.019) G_GAN: 2.934 G_L1: 5.667 D_real: 0.000 D_fake: 0.255 +(epoch: 43, iters: 25128, time: 0.304, data: 0.019) G_GAN: 2.318 G_L1: 5.248 D_real: 0.000 D_fake: 0.250 +(epoch: 43, iters: 25228, time: 0.302, data: 0.019) G_GAN: 1.946 G_L1: 3.267 D_real: 0.002 D_fake: 0.165 +(epoch: 43, iters: 25328, time: 0.545, data: 0.019) G_GAN: 3.983 G_L1: 6.594 D_real: 0.000 D_fake: 0.800 +(epoch: 43, iters: 25428, time: 0.301, data: 0.019) G_GAN: 2.270 G_L1: 4.946 D_real: 0.103 D_fake: 0.626 +(epoch: 43, iters: 25528, time: 0.306, data: 0.021) G_GAN: 2.117 G_L1: 3.714 D_real: 0.002 D_fake: 0.367 +(epoch: 43, iters: 25628, time: 0.306, data: 0.019) G_GAN: 1.427 G_L1: 4.466 D_real: 0.002 D_fake: 0.403 +(epoch: 43, iters: 25728, time: 0.421, data: 0.018) G_GAN: 2.261 G_L1: 4.650 D_real: 0.000 D_fake: 0.363 +(epoch: 43, iters: 25828, time: 0.306, data: 0.019) G_GAN: 1.472 G_L1: 3.564 D_real: 0.017 D_fake: 0.379 +(epoch: 43, iters: 25928, time: 0.300, data: 0.019) G_GAN: 4.173 G_L1: 4.742 D_real: 0.019 D_fake: 0.036 +(epoch: 43, iters: 26028, time: 0.298, data: 0.018) G_GAN: 1.652 G_L1: 3.482 D_real: 0.016 D_fake: 0.722 +(epoch: 43, iters: 26128, time: 0.416, data: 0.019) G_GAN: 2.022 G_L1: 3.932 D_real: 0.508 D_fake: 0.131 +(epoch: 43, iters: 26228, time: 0.302, data: 0.018) G_GAN: 5.124 G_L1: 6.788 D_real: 0.096 D_fake: 0.045 +(epoch: 43, iters: 26328, time: 0.302, data: 0.019) G_GAN: 3.460 G_L1: 4.194 D_real: 0.027 D_fake: 0.133 +(epoch: 43, iters: 26428, time: 0.302, data: 0.019) G_GAN: 4.792 G_L1: 5.962 D_real: 0.185 D_fake: 0.013 +(epoch: 43, iters: 26528, time: 0.427, data: 0.018) G_GAN: 2.394 G_L1: 7.868 D_real: 0.375 D_fake: 0.248 +(epoch: 43, iters: 26628, time: 0.294, data: 0.018) G_GAN: 2.665 G_L1: 3.840 D_real: 0.040 D_fake: 0.184 +(epoch: 43, iters: 26728, time: 0.303, data: 0.018) G_GAN: 3.393 G_L1: 3.790 D_real: 0.105 D_fake: 0.109 +(epoch: 43, iters: 26828, time: 0.303, data: 0.019) G_GAN: 3.256 G_L1: 6.507 D_real: 0.000 D_fake: 0.114 +(epoch: 43, iters: 26928, time: 0.429, data: 0.018) G_GAN: 1.826 G_L1: 4.579 D_real: 0.010 D_fake: 0.458 +(epoch: 43, iters: 27028, time: 0.301, data: 0.020) G_GAN: 1.733 G_L1: 3.724 D_real: 0.001 D_fake: 0.595 +(epoch: 43, iters: 27128, time: 0.303, data: 0.024) G_GAN: 2.799 G_L1: 4.401 D_real: 0.003 D_fake: 0.370 +(epoch: 43, iters: 27228, time: 0.300, data: 0.020) G_GAN: 2.111 G_L1: 4.122 D_real: 0.011 D_fake: 0.186 +(epoch: 43, iters: 27328, time: 0.541, data: 0.019) G_GAN: 1.751 G_L1: 4.291 D_real: 0.000 D_fake: 0.786 +(epoch: 43, iters: 27428, time: 0.307, data: 0.019) G_GAN: 3.665 G_L1: 5.542 D_real: 0.002 D_fake: 0.131 +(epoch: 43, iters: 27528, time: 0.303, data: 0.018) G_GAN: 3.443 G_L1: 4.679 D_real: 0.068 D_fake: 0.414 +(epoch: 43, iters: 27628, time: 0.304, data: 0.020) G_GAN: 2.257 G_L1: 3.257 D_real: 0.033 D_fake: 0.576 +(epoch: 43, iters: 27728, time: 0.431, data: 0.018) G_GAN: 3.874 G_L1: 5.470 D_real: 0.011 D_fake: 0.634 +(epoch: 43, iters: 27828, time: 0.300, data: 0.022) G_GAN: 4.132 G_L1: 3.546 D_real: 0.038 D_fake: 0.129 +(epoch: 43, iters: 27928, time: 0.307, data: 0.020) G_GAN: 4.458 G_L1: 3.895 D_real: 0.071 D_fake: 0.063 +(epoch: 43, iters: 28028, time: 0.303, data: 0.021) G_GAN: 4.513 G_L1: 5.774 D_real: 0.035 D_fake: 0.375 +(epoch: 43, iters: 28128, time: 0.421, data: 0.019) G_GAN: 3.892 G_L1: 5.128 D_real: 0.003 D_fake: 0.168 +(epoch: 43, iters: 28228, time: 0.306, data: 0.022) G_GAN: 2.589 G_L1: 5.475 D_real: 0.004 D_fake: 0.175 +(epoch: 43, iters: 28328, time: 0.302, data: 0.018) G_GAN: 3.066 G_L1: 5.588 D_real: 0.000 D_fake: 0.163 +(epoch: 43, iters: 28428, time: 0.301, data: 0.019) G_GAN: 2.733 G_L1: 5.532 D_real: 0.000 D_fake: 0.139 +(epoch: 43, iters: 28528, time: 0.431, data: 0.018) G_GAN: 3.577 G_L1: 5.660 D_real: 0.007 D_fake: 0.096 +(epoch: 43, iters: 28628, time: 0.302, data: 0.019) G_GAN: 4.184 G_L1: 7.699 D_real: 0.013 D_fake: 0.354 +(epoch: 43, iters: 28728, time: 0.296, data: 0.018) G_GAN: 3.656 G_L1: 6.339 D_real: 0.001 D_fake: 0.051 +(epoch: 43, iters: 28828, time: 0.301, data: 0.019) G_GAN: 2.631 G_L1: 3.864 D_real: 0.001 D_fake: 0.051 +(epoch: 43, iters: 28928, time: 0.418, data: 0.019) G_GAN: 2.244 G_L1: 4.149 D_real: 0.000 D_fake: 0.182 +(epoch: 43, iters: 29028, time: 0.294, data: 0.019) G_GAN: 2.328 G_L1: 4.618 D_real: 0.000 D_fake: 0.401 +(epoch: 43, iters: 29128, time: 0.301, data: 0.024) G_GAN: 3.584 G_L1: 6.930 D_real: 0.000 D_fake: 0.267 +(epoch: 43, iters: 29228, time: 0.302, data: 0.019) G_GAN: 3.907 G_L1: 3.193 D_real: 0.492 D_fake: 0.055 +(epoch: 43, iters: 29328, time: 0.582, data: 0.019) G_GAN: 3.208 G_L1: 3.729 D_real: 0.191 D_fake: 0.252 +(epoch: 43, iters: 29428, time: 0.302, data: 0.019) G_GAN: 3.271 G_L1: 4.408 D_real: 0.309 D_fake: 0.275 +(epoch: 43, iters: 29528, time: 0.300, data: 0.020) G_GAN: 3.909 G_L1: 3.865 D_real: 0.121 D_fake: 0.242 +(epoch: 43, iters: 29628, time: 0.294, data: 0.019) G_GAN: 4.043 G_L1: 4.043 D_real: 0.002 D_fake: 0.108 +(epoch: 43, iters: 29728, time: 0.393, data: 0.019) G_GAN: 2.043 G_L1: 4.423 D_real: 0.002 D_fake: 0.891 +(epoch: 43, iters: 29828, time: 0.305, data: 0.027) G_GAN: 2.487 G_L1: 2.882 D_real: 0.199 D_fake: 0.938 +(epoch: 43, iters: 29928, time: 0.303, data: 0.021) G_GAN: 3.690 G_L1: 3.738 D_real: 0.149 D_fake: 0.138 +(epoch: 43, iters: 30028, time: 0.294, data: 0.019) G_GAN: 5.137 G_L1: 6.208 D_real: 0.009 D_fake: 0.097 +(epoch: 43, iters: 30128, time: 0.436, data: 0.017) G_GAN: 3.048 G_L1: 4.394 D_real: 0.001 D_fake: 0.350 +(epoch: 43, iters: 30228, time: 0.305, data: 0.020) G_GAN: 4.636 G_L1: 4.073 D_real: 0.090 D_fake: 0.044 +(epoch: 43, iters: 30328, time: 0.301, data: 0.018) G_GAN: 4.461 G_L1: 4.538 D_real: 0.039 D_fake: 0.046 +(epoch: 43, iters: 30428, time: 0.290, data: 0.020) G_GAN: 3.658 G_L1: 4.022 D_real: 0.007 D_fake: 0.164 +(epoch: 43, iters: 30528, time: 0.401, data: 0.020) G_GAN: 4.758 G_L1: 3.941 D_real: 0.119 D_fake: 0.040 +(epoch: 43, iters: 30628, time: 0.300, data: 0.022) G_GAN: 4.959 G_L1: 6.370 D_real: 0.071 D_fake: 0.093 +(epoch: 43, iters: 30728, time: 0.305, data: 0.018) G_GAN: 5.402 G_L1: 13.017 D_real: 0.139 D_fake: 0.087 +(epoch: 43, iters: 30828, time: 0.288, data: 0.022) G_GAN: 4.456 G_L1: 5.831 D_real: 0.000 D_fake: 0.023 +(epoch: 43, iters: 30928, time: 0.425, data: 0.020) G_GAN: 4.898 G_L1: 7.178 D_real: 0.002 D_fake: 0.167 +(epoch: 43, iters: 31028, time: 0.306, data: 0.020) G_GAN: 3.786 G_L1: 4.830 D_real: 0.002 D_fake: 0.155 +(epoch: 43, iters: 31128, time: 0.294, data: 0.023) G_GAN: 3.221 G_L1: 4.182 D_real: 0.045 D_fake: 0.058 +(epoch: 43, iters: 31228, time: 0.301, data: 0.018) G_GAN: 4.677 G_L1: 6.262 D_real: 0.000 D_fake: 0.160 +(epoch: 43, iters: 31328, time: 0.571, data: 0.018) G_GAN: 2.060 G_L1: 4.073 D_real: 0.002 D_fake: 0.165 +(epoch: 43, iters: 31428, time: 0.302, data: 0.018) G_GAN: 5.234 G_L1: 6.500 D_real: 0.002 D_fake: 0.303 +(epoch: 43, iters: 31528, time: 0.303, data: 0.018) G_GAN: 2.777 G_L1: 5.102 D_real: 0.001 D_fake: 0.420 +(epoch: 43, iters: 31628, time: 0.299, data: 0.020) G_GAN: 3.276 G_L1: 5.675 D_real: 0.000 D_fake: 0.332 +(epoch: 43, iters: 31728, time: 0.396, data: 0.018) G_GAN: 3.272 G_L1: 6.455 D_real: 0.000 D_fake: 0.303 +(epoch: 43, iters: 31828, time: 0.303, data: 0.019) G_GAN: 3.936 G_L1: 5.284 D_real: 0.000 D_fake: 0.249 +(epoch: 43, iters: 31928, time: 0.300, data: 0.019) G_GAN: 1.835 G_L1: 3.183 D_real: 0.000 D_fake: 0.481 +(epoch: 43, iters: 32028, time: 0.303, data: 0.019) G_GAN: 3.299 G_L1: 3.406 D_real: 0.000 D_fake: 0.084 +(epoch: 43, iters: 32128, time: 0.415, data: 0.016) G_GAN: 1.890 G_L1: 4.351 D_real: 0.000 D_fake: 0.605 +(epoch: 43, iters: 32228, time: 0.304, data: 0.019) G_GAN: 4.259 G_L1: 6.201 D_real: 0.000 D_fake: 0.347 +(epoch: 43, iters: 32328, time: 0.306, data: 0.021) G_GAN: 2.383 G_L1: 5.827 D_real: 0.001 D_fake: 0.089 +(epoch: 43, iters: 32428, time: 0.298, data: 0.020) G_GAN: 2.528 G_L1: 5.048 D_real: 0.431 D_fake: 0.113 +(epoch: 43, iters: 32528, time: 0.401, data: 0.021) G_GAN: 2.322 G_L1: 5.005 D_real: 0.001 D_fake: 0.287 +(epoch: 43, iters: 32628, time: 0.294, data: 0.017) G_GAN: 3.431 G_L1: 5.329 D_real: 0.003 D_fake: 0.822 +(epoch: 43, iters: 32728, time: 0.288, data: 0.017) G_GAN: 2.988 G_L1: 5.626 D_real: 0.022 D_fake: 0.183 +(epoch: 43, iters: 32828, time: 0.300, data: 0.018) G_GAN: 1.650 G_L1: 3.933 D_real: 0.000 D_fake: 0.286 +(epoch: 43, iters: 32928, time: 0.411, data: 0.019) G_GAN: 3.216 G_L1: 5.227 D_real: 0.024 D_fake: 0.312 +(epoch: 43, iters: 33028, time: 0.305, data: 0.021) G_GAN: 3.135 G_L1: 5.602 D_real: 0.001 D_fake: 0.681 +(epoch: 43, iters: 33128, time: 0.308, data: 0.019) G_GAN: 2.279 G_L1: 4.371 D_real: 0.206 D_fake: 0.259 +(epoch: 43, iters: 33228, time: 0.292, data: 0.019) G_GAN: 2.300 G_L1: 4.421 D_real: 0.002 D_fake: 0.334 +(epoch: 43, iters: 33328, time: 0.584, data: 0.017) G_GAN: 3.327 G_L1: 4.332 D_real: 0.037 D_fake: 0.335 +(epoch: 43, iters: 33428, time: 0.300, data: 0.021) G_GAN: 2.131 G_L1: 3.246 D_real: 0.074 D_fake: 0.298 +(epoch: 43, iters: 33528, time: 0.296, data: 0.019) G_GAN: 3.131 G_L1: 3.013 D_real: 0.050 D_fake: 0.145 +(epoch: 43, iters: 33628, time: 0.303, data: 0.019) G_GAN: 2.291 G_L1: 7.720 D_real: 0.076 D_fake: 0.278 +(epoch: 43, iters: 33728, time: 0.388, data: 0.018) G_GAN: 2.697 G_L1: 3.686 D_real: 0.003 D_fake: 0.398 +(epoch: 43, iters: 33828, time: 0.302, data: 0.019) G_GAN: 3.349 G_L1: 5.133 D_real: 0.098 D_fake: 0.516 +(epoch: 43, iters: 33928, time: 0.300, data: 0.022) G_GAN: 4.643 G_L1: 4.047 D_real: 0.004 D_fake: 0.101 +(epoch: 43, iters: 34028, time: 0.300, data: 0.020) G_GAN: 4.199 G_L1: 6.114 D_real: 0.000 D_fake: 0.098 +(epoch: 43, iters: 34128, time: 0.427, data: 0.021) G_GAN: 1.935 G_L1: 4.179 D_real: 0.018 D_fake: 0.121 +(epoch: 43, iters: 34228, time: 0.299, data: 0.019) G_GAN: 1.392 G_L1: 4.140 D_real: 0.000 D_fake: 0.710 +(epoch: 43, iters: 34328, time: 0.300, data: 0.018) G_GAN: 1.932 G_L1: 7.660 D_real: 0.005 D_fake: 0.376 +(epoch: 43, iters: 34428, time: 0.301, data: 0.019) G_GAN: 2.080 G_L1: 4.346 D_real: 0.000 D_fake: 0.577 +(epoch: 43, iters: 34528, time: 0.421, data: 0.018) G_GAN: 2.611 G_L1: 3.767 D_real: 0.004 D_fake: 0.214 +(epoch: 43, iters: 34628, time: 0.298, data: 0.018) G_GAN: 2.409 G_L1: 4.292 D_real: 0.000 D_fake: 0.630 +(epoch: 43, iters: 34728, time: 0.296, data: 0.019) G_GAN: 2.027 G_L1: 6.885 D_real: 0.003 D_fake: 0.354 +(epoch: 43, iters: 34828, time: 0.292, data: 0.017) G_GAN: 3.464 G_L1: 5.147 D_real: 0.012 D_fake: 0.690 +(epoch: 43, iters: 34928, time: 0.421, data: 0.017) G_GAN: 3.130 G_L1: 5.563 D_real: 0.000 D_fake: 0.364 +(epoch: 43, iters: 35028, time: 0.302, data: 0.018) G_GAN: 2.493 G_L1: 3.639 D_real: 0.007 D_fake: 0.641 +(epoch: 43, iters: 35128, time: 0.300, data: 0.019) G_GAN: 2.450 G_L1: 4.122 D_real: 0.018 D_fake: 0.307 +(epoch: 43, iters: 35228, time: 0.296, data: 0.018) G_GAN: 3.236 G_L1: 5.132 D_real: 0.001 D_fake: 0.718 +(epoch: 43, iters: 35328, time: 0.530, data: 0.018) G_GAN: 2.531 G_L1: 5.727 D_real: 0.003 D_fake: 0.149 +(epoch: 43, iters: 35428, time: 0.307, data: 0.019) G_GAN: 2.982 G_L1: 6.188 D_real: 0.015 D_fake: 0.397 +(epoch: 43, iters: 35528, time: 0.298, data: 0.018) G_GAN: 1.558 G_L1: 3.341 D_real: 0.524 D_fake: 0.491 +(epoch: 43, iters: 35628, time: 0.303, data: 0.018) G_GAN: 4.032 G_L1: 4.882 D_real: 0.435 D_fake: 0.968 +(epoch: 43, iters: 35728, time: 0.408, data: 0.018) G_GAN: 2.678 G_L1: 3.826 D_real: 0.452 D_fake: 0.243 +(epoch: 43, iters: 35828, time: 0.285, data: 0.019) G_GAN: 5.087 G_L1: 9.064 D_real: 0.001 D_fake: 0.124 +(epoch: 43, iters: 35928, time: 0.305, data: 0.019) G_GAN: 3.223 G_L1: 3.415 D_real: 0.001 D_fake: 0.823 +(epoch: 43, iters: 36028, time: 0.297, data: 0.018) G_GAN: 3.722 G_L1: 5.564 D_real: 0.095 D_fake: 0.602 +(epoch: 43, iters: 36128, time: 0.388, data: 0.020) G_GAN: 2.355 G_L1: 4.225 D_real: 0.110 D_fake: 0.246 +(epoch: 43, iters: 36228, time: 0.304, data: 0.023) G_GAN: 2.380 G_L1: 4.031 D_real: 0.007 D_fake: 0.597 +(epoch: 43, iters: 36328, time: 0.301, data: 0.021) G_GAN: 3.335 G_L1: 4.267 D_real: 0.014 D_fake: 0.551 +(epoch: 43, iters: 36428, time: 0.300, data: 0.018) G_GAN: 4.071 G_L1: 5.635 D_real: 0.325 D_fake: 0.117 +(epoch: 43, iters: 36528, time: 0.409, data: 0.019) G_GAN: 4.694 G_L1: 4.448 D_real: 0.003 D_fake: 0.153 +(epoch: 43, iters: 36628, time: 0.301, data: 0.017) G_GAN: 1.481 G_L1: 2.970 D_real: 0.183 D_fake: 0.485 +(epoch: 43, iters: 36728, time: 0.300, data: 0.019) G_GAN: 3.451 G_L1: 4.702 D_real: 0.001 D_fake: 0.159 +(epoch: 43, iters: 36828, time: 0.300, data: 0.018) G_GAN: 4.061 G_L1: 4.824 D_real: 0.041 D_fake: 0.085 +(epoch: 43, iters: 36928, time: 0.403, data: 0.022) G_GAN: 4.398 G_L1: 5.553 D_real: 0.009 D_fake: 0.030 +(epoch: 43, iters: 37028, time: 0.304, data: 0.018) G_GAN: 3.091 G_L1: 3.730 D_real: 0.056 D_fake: 0.248 +(epoch: 43, iters: 37128, time: 0.302, data: 0.019) G_GAN: 2.461 G_L1: 2.835 D_real: 0.014 D_fake: 0.341 +(epoch: 43, iters: 37228, time: 0.301, data: 0.018) G_GAN: 2.095 G_L1: 2.946 D_real: 0.005 D_fake: 0.560 +(epoch: 43, iters: 37328, time: 0.611, data: 0.018) G_GAN: 3.936 G_L1: 6.236 D_real: 0.006 D_fake: 0.086 +(epoch: 43, iters: 37428, time: 0.288, data: 0.032) G_GAN: 2.812 G_L1: 5.171 D_real: 0.000 D_fake: 0.195 +(epoch: 43, iters: 37528, time: 0.298, data: 0.023) G_GAN: 2.278 G_L1: 4.628 D_real: 0.003 D_fake: 0.387 +(epoch: 43, iters: 37628, time: 0.298, data: 0.019) G_GAN: 2.356 G_L1: 4.751 D_real: 0.001 D_fake: 0.251 +(epoch: 43, iters: 37728, time: 0.421, data: 0.018) G_GAN: 2.757 G_L1: 6.451 D_real: 0.000 D_fake: 0.168 +(epoch: 43, iters: 37828, time: 0.296, data: 0.022) G_GAN: 2.369 G_L1: 5.492 D_real: 0.008 D_fake: 0.195 +(epoch: 43, iters: 37928, time: 0.301, data: 0.018) G_GAN: 3.337 G_L1: 4.434 D_real: 0.000 D_fake: 0.537 +(epoch: 43, iters: 38028, time: 0.295, data: 0.018) G_GAN: 2.416 G_L1: 5.417 D_real: 0.004 D_fake: 0.397 +(epoch: 43, iters: 38128, time: 0.407, data: 0.016) G_GAN: 2.858 G_L1: 3.890 D_real: 0.000 D_fake: 0.171 +(epoch: 43, iters: 38228, time: 0.290, data: 0.017) G_GAN: 2.679 G_L1: 7.849 D_real: 0.055 D_fake: 0.234 +(epoch: 43, iters: 38328, time: 0.301, data: 0.019) G_GAN: 1.544 G_L1: 5.296 D_real: 0.021 D_fake: 0.227 +(epoch: 43, iters: 38428, time: 0.295, data: 0.019) G_GAN: 2.356 G_L1: 4.050 D_real: 0.014 D_fake: 0.638 +(epoch: 43, iters: 38528, time: 0.398, data: 0.018) G_GAN: 2.337 G_L1: 4.351 D_real: 0.004 D_fake: 0.225 +(epoch: 43, iters: 38628, time: 0.301, data: 0.019) G_GAN: 3.351 G_L1: 5.785 D_real: 0.071 D_fake: 0.091 +(epoch: 43, iters: 38728, time: 0.303, data: 0.018) G_GAN: 2.231 G_L1: 2.911 D_real: 0.004 D_fake: 0.352 +(epoch: 43, iters: 38828, time: 0.304, data: 0.021) G_GAN: 1.808 G_L1: 3.028 D_real: 0.260 D_fake: 0.243 +(epoch: 43, iters: 38928, time: 0.411, data: 0.019) G_GAN: 2.695 G_L1: 5.026 D_real: 0.012 D_fake: 0.414 +(epoch: 43, iters: 39028, time: 0.268, data: 0.020) G_GAN: 2.428 G_L1: 3.837 D_real: 0.008 D_fake: 0.397 +(epoch: 43, iters: 39128, time: 0.308, data: 0.017) G_GAN: 2.678 G_L1: 4.739 D_real: 0.005 D_fake: 0.264 +(epoch: 43, iters: 39228, time: 0.304, data: 0.020) G_GAN: 2.974 G_L1: 7.135 D_real: 0.009 D_fake: 0.272 +(epoch: 43, iters: 39328, time: 0.574, data: 0.018) G_GAN: 2.293 G_L1: 5.071 D_real: 0.000 D_fake: 0.422 +(epoch: 43, iters: 39428, time: 0.298, data: 0.020) G_GAN: 2.940 G_L1: 4.408 D_real: 0.063 D_fake: 0.202 +(epoch: 43, iters: 39528, time: 0.303, data: 0.020) G_GAN: 1.810 G_L1: 5.894 D_real: 1.014 D_fake: 0.199 +(epoch: 43, iters: 39628, time: 0.294, data: 0.018) G_GAN: 1.711 G_L1: 4.543 D_real: 0.007 D_fake: 0.180 +(epoch: 43, iters: 39728, time: 0.419, data: 0.022) G_GAN: 3.015 G_L1: 4.723 D_real: 0.009 D_fake: 0.458 +(epoch: 43, iters: 39828, time: 0.308, data: 0.020) G_GAN: 3.395 G_L1: 3.774 D_real: 0.022 D_fake: 0.131 +(epoch: 43, iters: 39928, time: 0.304, data: 0.019) G_GAN: 4.646 G_L1: 3.032 D_real: 0.012 D_fake: 0.082 +(epoch: 43, iters: 40028, time: 0.306, data: 0.020) G_GAN: 3.806 G_L1: 4.342 D_real: 0.027 D_fake: 0.029 +(epoch: 43, iters: 40128, time: 0.416, data: 0.019) G_GAN: 3.458 G_L1: 4.714 D_real: 0.015 D_fake: 0.258 +(epoch: 43, iters: 40228, time: 0.298, data: 0.018) G_GAN: 2.974 G_L1: 4.595 D_real: 0.000 D_fake: 0.247 +(epoch: 43, iters: 40328, time: 0.305, data: 0.019) G_GAN: 2.255 G_L1: 4.409 D_real: 0.003 D_fake: 0.138 +(epoch: 43, iters: 40428, time: 0.302, data: 0.019) G_GAN: 2.354 G_L1: 4.032 D_real: 0.000 D_fake: 0.539 +(epoch: 43, iters: 40528, time: 0.410, data: 0.018) G_GAN: 4.335 G_L1: 3.993 D_real: 0.235 D_fake: 0.181 +(epoch: 43, iters: 40628, time: 0.301, data: 0.023) G_GAN: 2.913 G_L1: 4.752 D_real: 0.048 D_fake: 0.394 +(epoch: 43, iters: 40728, time: 0.306, data: 0.019) G_GAN: 2.693 G_L1: 7.174 D_real: 0.046 D_fake: 0.441 +(epoch: 43, iters: 40828, time: 0.291, data: 0.019) G_GAN: 1.957 G_L1: 3.514 D_real: 0.023 D_fake: 0.547 +(epoch: 43, iters: 40928, time: 0.390, data: 0.017) G_GAN: 3.164 G_L1: 4.500 D_real: 0.089 D_fake: 0.158 +(epoch: 43, iters: 41028, time: 0.303, data: 0.022) G_GAN: 2.134 G_L1: 3.815 D_real: 0.009 D_fake: 0.291 +(epoch: 43, iters: 41128, time: 0.304, data: 0.020) G_GAN: 2.118 G_L1: 3.800 D_real: 0.047 D_fake: 0.379 +(epoch: 43, iters: 41228, time: 0.303, data: 0.021) G_GAN: 1.985 G_L1: 4.752 D_real: 0.007 D_fake: 0.350 +(epoch: 43, iters: 41328, time: 0.571, data: 0.020) G_GAN: 2.962 G_L1: 5.185 D_real: 0.011 D_fake: 0.134 +(epoch: 43, iters: 41428, time: 0.299, data: 0.019) G_GAN: 2.621 G_L1: 5.453 D_real: 0.002 D_fake: 0.327 +(epoch: 43, iters: 41528, time: 0.304, data: 0.019) G_GAN: 3.066 G_L1: 4.951 D_real: 0.000 D_fake: 0.690 +(epoch: 43, iters: 41628, time: 0.302, data: 0.021) G_GAN: 1.888 G_L1: 3.799 D_real: 0.000 D_fake: 0.383 +(epoch: 43, iters: 41728, time: 0.417, data: 0.019) G_GAN: 3.767 G_L1: 4.939 D_real: 0.000 D_fake: 0.351 +(epoch: 43, iters: 41828, time: 0.291, data: 0.019) G_GAN: 2.981 G_L1: 4.850 D_real: 0.019 D_fake: 0.393 +(epoch: 43, iters: 41928, time: 0.305, data: 0.019) G_GAN: 2.764 G_L1: 5.595 D_real: 0.601 D_fake: 0.182 +(epoch: 43, iters: 42028, time: 0.291, data: 0.019) G_GAN: 6.264 G_L1: 7.240 D_real: 0.124 D_fake: 0.292 +(epoch: 43, iters: 42128, time: 0.415, data: 0.019) G_GAN: 3.631 G_L1: 4.965 D_real: 0.003 D_fake: 0.182 +(epoch: 43, iters: 42228, time: 0.300, data: 0.019) G_GAN: 2.857 G_L1: 3.371 D_real: 0.072 D_fake: 0.209 +(epoch: 43, iters: 42328, time: 0.307, data: 0.018) G_GAN: 4.928 G_L1: 4.997 D_real: 0.035 D_fake: 0.145 +(epoch: 43, iters: 42428, time: 0.304, data: 0.020) G_GAN: 2.953 G_L1: 7.026 D_real: 0.502 D_fake: 0.163 +(epoch: 43, iters: 42528, time: 0.416, data: 0.019) G_GAN: 3.728 G_L1: 4.928 D_real: 0.015 D_fake: 0.079 +(epoch: 43, iters: 42628, time: 0.297, data: 0.018) G_GAN: 2.490 G_L1: 4.211 D_real: 0.012 D_fake: 0.193 +(epoch: 43, iters: 42728, time: 0.296, data: 0.019) G_GAN: 2.746 G_L1: 4.024 D_real: 0.009 D_fake: 0.505 +(epoch: 43, iters: 42828, time: 0.297, data: 0.018) G_GAN: 2.980 G_L1: 4.094 D_real: 0.099 D_fake: 0.584 +(epoch: 43, iters: 42928, time: 0.409, data: 0.019) G_GAN: 3.894 G_L1: 4.349 D_real: 0.177 D_fake: 0.036 +(epoch: 43, iters: 43028, time: 0.305, data: 0.018) G_GAN: 4.194 G_L1: 4.150 D_real: 0.030 D_fake: 0.197 +(epoch: 43, iters: 43128, time: 0.303, data: 0.018) G_GAN: 4.921 G_L1: 10.090 D_real: 0.039 D_fake: 0.040 +(epoch: 43, iters: 43228, time: 0.298, data: 0.019) G_GAN: 3.643 G_L1: 4.289 D_real: 0.007 D_fake: 0.205 +(epoch: 43, iters: 43328, time: 0.575, data: 0.018) G_GAN: 3.262 G_L1: 5.560 D_real: 0.019 D_fake: 0.143 +(epoch: 43, iters: 43428, time: 0.304, data: 0.018) G_GAN: 4.740 G_L1: 5.661 D_real: 0.111 D_fake: 0.058 +(epoch: 43, iters: 43528, time: 0.304, data: 0.019) G_GAN: 4.128 G_L1: 4.270 D_real: 0.060 D_fake: 0.128 +(epoch: 43, iters: 43628, time: 0.306, data: 0.019) G_GAN: 3.139 G_L1: 4.186 D_real: 0.000 D_fake: 0.226 +(epoch: 43, iters: 43728, time: 0.418, data: 0.019) G_GAN: 1.894 G_L1: 3.440 D_real: 0.597 D_fake: 0.345 +(epoch: 43, iters: 43828, time: 0.297, data: 0.019) G_GAN: 2.078 G_L1: 3.478 D_real: 0.028 D_fake: 0.487 +(epoch: 43, iters: 43928, time: 0.298, data: 0.019) G_GAN: 2.632 G_L1: 4.213 D_real: 0.055 D_fake: 0.298 +(epoch: 43, iters: 44028, time: 0.295, data: 0.020) G_GAN: 3.002 G_L1: 3.307 D_real: 0.042 D_fake: 0.139 +(epoch: 43, iters: 44128, time: 0.394, data: 0.018) G_GAN: 3.027 G_L1: 3.719 D_real: 0.396 D_fake: 0.064 +(epoch: 43, iters: 44228, time: 0.297, data: 0.018) G_GAN: 4.294 G_L1: 4.091 D_real: 0.003 D_fake: 0.074 +(epoch: 43, iters: 44328, time: 0.296, data: 0.020) G_GAN: 7.025 G_L1: 5.013 D_real: 0.042 D_fake: 0.016 +(epoch: 43, iters: 44428, time: 0.293, data: 0.021) G_GAN: 4.447 G_L1: 4.350 D_real: 0.007 D_fake: 0.059 +(epoch: 43, iters: 44528, time: 0.417, data: 0.018) G_GAN: 3.713 G_L1: 3.902 D_real: 0.467 D_fake: 0.161 +(epoch: 43, iters: 44628, time: 0.299, data: 0.018) G_GAN: 3.040 G_L1: 4.300 D_real: 0.183 D_fake: 0.123 +(epoch: 43, iters: 44728, time: 0.296, data: 0.019) G_GAN: 2.714 G_L1: 3.705 D_real: 0.026 D_fake: 0.383 +(epoch: 43, iters: 44828, time: 0.301, data: 0.023) G_GAN: 4.483 G_L1: 2.850 D_real: 0.043 D_fake: 0.041 +(epoch: 43, iters: 44928, time: 0.419, data: 0.021) G_GAN: 4.424 G_L1: 4.604 D_real: 0.015 D_fake: 0.129 +(epoch: 43, iters: 45028, time: 0.296, data: 0.019) G_GAN: 5.300 G_L1: 7.291 D_real: 0.275 D_fake: 0.022 +(epoch: 43, iters: 45128, time: 0.301, data: 0.020) G_GAN: 2.553 G_L1: 3.120 D_real: 0.231 D_fake: 0.117 +(epoch: 43, iters: 45228, time: 0.294, data: 0.021) G_GAN: 3.888 G_L1: 3.529 D_real: 0.134 D_fake: 0.057 +(epoch: 43, iters: 45328, time: 0.570, data: 0.022) G_GAN: 2.544 G_L1: 3.138 D_real: 0.297 D_fake: 0.104 +(epoch: 43, iters: 45428, time: 0.305, data: 0.018) G_GAN: 5.212 G_L1: 5.966 D_real: 0.024 D_fake: 0.133 +(epoch: 43, iters: 45528, time: 0.304, data: 0.019) G_GAN: 4.092 G_L1: 2.865 D_real: 0.060 D_fake: 0.035 +(epoch: 43, iters: 45628, time: 0.306, data: 0.022) G_GAN: 3.898 G_L1: 4.670 D_real: 0.073 D_fake: 0.345 +(epoch: 43, iters: 45728, time: 0.412, data: 0.019) G_GAN: 3.221 G_L1: 2.892 D_real: 0.744 D_fake: 0.035 +(epoch: 43, iters: 45828, time: 0.298, data: 0.020) G_GAN: 3.812 G_L1: 3.287 D_real: 0.083 D_fake: 0.142 +(epoch: 43, iters: 45928, time: 0.303, data: 0.020) G_GAN: 3.910 G_L1: 2.770 D_real: 0.258 D_fake: 0.058 +(epoch: 43, iters: 46028, time: 0.302, data: 0.020) G_GAN: 4.321 G_L1: 5.738 D_real: 0.046 D_fake: 0.184 +(epoch: 43, iters: 46128, time: 0.407, data: 0.019) G_GAN: 5.638 G_L1: 4.194 D_real: 0.012 D_fake: 0.023 +(epoch: 43, iters: 46228, time: 0.293, data: 0.018) G_GAN: 5.048 G_L1: 6.729 D_real: 0.009 D_fake: 0.045 +(epoch: 43, iters: 46328, time: 0.279, data: 0.018) G_GAN: 4.347 G_L1: 4.680 D_real: 0.154 D_fake: 0.018 +(epoch: 43, iters: 46428, time: 0.299, data: 0.017) G_GAN: 4.872 G_L1: 4.956 D_real: 0.003 D_fake: 0.041 +(epoch: 43, iters: 46528, time: 0.408, data: 0.019) G_GAN: 3.330 G_L1: 4.227 D_real: 0.098 D_fake: 0.118 +(epoch: 43, iters: 46628, time: 0.303, data: 0.019) G_GAN: 6.507 G_L1: 9.418 D_real: 0.049 D_fake: 0.014 +(epoch: 43, iters: 46728, time: 0.309, data: 0.018) G_GAN: 4.241 G_L1: 4.917 D_real: 0.113 D_fake: 0.047 +(epoch: 43, iters: 46828, time: 0.311, data: 0.021) G_GAN: 2.632 G_L1: 2.922 D_real: 0.670 D_fake: 0.089 +(epoch: 43, iters: 46928, time: 0.397, data: 0.022) G_GAN: 4.060 G_L1: 3.446 D_real: 0.225 D_fake: 0.062 +(epoch: 43, iters: 47028, time: 0.306, data: 0.018) G_GAN: 3.875 G_L1: 4.083 D_real: 0.127 D_fake: 0.297 +(epoch: 43, iters: 47128, time: 0.300, data: 0.018) G_GAN: 3.341 G_L1: 4.227 D_real: 0.325 D_fake: 0.066 +(epoch: 43, iters: 47228, time: 0.300, data: 0.019) G_GAN: 5.109 G_L1: 8.016 D_real: 0.129 D_fake: 0.038 +(epoch: 43, iters: 47328, time: 0.581, data: 0.021) G_GAN: 4.750 G_L1: 3.401 D_real: 0.001 D_fake: 0.062 +(epoch: 43, iters: 47428, time: 0.298, data: 0.022) G_GAN: 4.506 G_L1: 3.453 D_real: 0.109 D_fake: 0.073 +(epoch: 43, iters: 47528, time: 0.304, data: 0.019) G_GAN: 6.906 G_L1: 3.490 D_real: 0.361 D_fake: 0.009 +(epoch: 43, iters: 47628, time: 0.303, data: 0.019) G_GAN: 3.445 G_L1: 4.090 D_real: 0.340 D_fake: 0.134 +(epoch: 43, iters: 47728, time: 0.410, data: 0.021) G_GAN: 4.557 G_L1: 4.061 D_real: 0.022 D_fake: 0.126 +(epoch: 43, iters: 47828, time: 0.296, data: 0.020) G_GAN: 2.750 G_L1: 3.626 D_real: 0.278 D_fake: 0.161 +(epoch: 43, iters: 47928, time: 0.304, data: 0.017) G_GAN: 4.199 G_L1: 5.763 D_real: 0.133 D_fake: 0.170 +(epoch: 43, iters: 48028, time: 0.304, data: 0.019) G_GAN: 4.188 G_L1: 3.305 D_real: 0.261 D_fake: 0.270 +(epoch: 43, iters: 48128, time: 0.430, data: 0.019) G_GAN: 3.643 G_L1: 6.145 D_real: 0.004 D_fake: 0.166 +(epoch: 43, iters: 48228, time: 0.301, data: 0.020) G_GAN: 5.093 G_L1: 4.193 D_real: 0.006 D_fake: 0.076 +(epoch: 43, iters: 48328, time: 0.295, data: 0.019) G_GAN: 3.947 G_L1: 3.432 D_real: 0.031 D_fake: 0.050 +(epoch: 43, iters: 48428, time: 0.304, data: 0.018) G_GAN: 4.630 G_L1: 5.351 D_real: 0.042 D_fake: 0.096 +(epoch: 43, iters: 48528, time: 0.421, data: 0.019) G_GAN: 5.943 G_L1: 3.893 D_real: 0.162 D_fake: 0.014 +(epoch: 43, iters: 48628, time: 0.294, data: 0.018) G_GAN: 3.059 G_L1: 3.897 D_real: 0.041 D_fake: 0.130 +(epoch: 43, iters: 48728, time: 0.303, data: 0.018) G_GAN: 4.247 G_L1: 4.280 D_real: 0.050 D_fake: 0.088 +(epoch: 43, iters: 48828, time: 0.302, data: 0.018) G_GAN: 4.570 G_L1: 3.225 D_real: 0.002 D_fake: 0.066 +(epoch: 43, iters: 48928, time: 0.424, data: 0.019) G_GAN: 5.870 G_L1: 6.852 D_real: 0.000 D_fake: 0.012 +(epoch: 43, iters: 49028, time: 0.304, data: 0.020) G_GAN: 2.855 G_L1: 4.116 D_real: 0.305 D_fake: 0.059 +(epoch: 43, iters: 49128, time: 0.298, data: 0.019) G_GAN: 4.000 G_L1: 3.338 D_real: 0.037 D_fake: 0.044 +(epoch: 43, iters: 49228, time: 0.302, data: 0.019) G_GAN: 3.611 G_L1: 3.078 D_real: 0.140 D_fake: 0.423 +(epoch: 43, iters: 49328, time: 0.572, data: 0.021) G_GAN: 3.894 G_L1: 4.049 D_real: 0.111 D_fake: 0.093 +(epoch: 43, iters: 49428, time: 0.302, data: 0.020) G_GAN: 2.878 G_L1: 3.003 D_real: 0.044 D_fake: 0.360 +(epoch: 43, iters: 49528, time: 0.299, data: 0.019) G_GAN: 3.431 G_L1: 3.911 D_real: 0.132 D_fake: 0.168 +(epoch: 43, iters: 49628, time: 0.296, data: 0.019) G_GAN: 3.967 G_L1: 3.661 D_real: 0.015 D_fake: 0.228 +(epoch: 43, iters: 49728, time: 0.413, data: 0.019) G_GAN: 4.058 G_L1: 3.933 D_real: 1.032 D_fake: 0.009 +(epoch: 43, iters: 49828, time: 0.303, data: 0.018) G_GAN: 5.972 G_L1: 5.538 D_real: 0.052 D_fake: 0.007 +(epoch: 43, iters: 49928, time: 0.296, data: 0.019) G_GAN: 4.672 G_L1: 3.940 D_real: 0.004 D_fake: 0.027 +(epoch: 43, iters: 50028, time: 0.301, data: 0.017) G_GAN: 4.964 G_L1: 5.167 D_real: 0.145 D_fake: 0.043 +(epoch: 43, iters: 50128, time: 0.385, data: 0.017) G_GAN: 4.053 G_L1: 3.410 D_real: 0.179 D_fake: 0.071 +(epoch: 43, iters: 50228, time: 0.300, data: 0.023) G_GAN: 3.639 G_L1: 3.960 D_real: 0.086 D_fake: 0.117 +(epoch: 43, iters: 50328, time: 0.304, data: 0.018) G_GAN: 4.825 G_L1: 3.764 D_real: 0.120 D_fake: 0.020 +(epoch: 43, iters: 50428, time: 0.296, data: 0.019) G_GAN: 4.871 G_L1: 4.765 D_real: 0.231 D_fake: 0.093 +(epoch: 43, iters: 50528, time: 0.416, data: 0.019) G_GAN: 4.760 G_L1: 3.983 D_real: 0.042 D_fake: 0.093 +(epoch: 43, iters: 50628, time: 0.303, data: 0.018) G_GAN: 3.901 G_L1: 3.984 D_real: 0.032 D_fake: 0.331 +(epoch: 43, iters: 50728, time: 0.301, data: 0.019) G_GAN: 5.199 G_L1: 6.028 D_real: 0.241 D_fake: 0.064 +(epoch: 43, iters: 50828, time: 0.303, data: 0.019) G_GAN: 3.701 G_L1: 9.849 D_real: 0.086 D_fake: 0.069 +(epoch: 43, iters: 50928, time: 0.419, data: 0.019) G_GAN: 4.301 G_L1: 2.444 D_real: 0.077 D_fake: 0.107 +(epoch: 43, iters: 51028, time: 0.294, data: 0.019) G_GAN: 4.145 G_L1: 4.705 D_real: 0.317 D_fake: 0.031 +(epoch: 43, iters: 51128, time: 0.300, data: 0.018) G_GAN: 2.688 G_L1: 3.508 D_real: 0.434 D_fake: 0.326 +(epoch: 43, iters: 51228, time: 0.302, data: 0.020) G_GAN: 3.641 G_L1: 4.510 D_real: 0.016 D_fake: 0.099 +(epoch: 43, iters: 51328, time: 0.527, data: 0.019) G_GAN: 3.760 G_L1: 2.939 D_real: 0.052 D_fake: 0.071 +(epoch: 43, iters: 51428, time: 0.304, data: 0.024) G_GAN: 3.674 G_L1: 3.670 D_real: 0.042 D_fake: 0.317 +(epoch: 43, iters: 51528, time: 0.297, data: 0.018) G_GAN: 3.494 G_L1: 4.834 D_real: 0.076 D_fake: 0.045 +(epoch: 43, iters: 51628, time: 0.298, data: 0.017) G_GAN: 3.863 G_L1: 2.848 D_real: 0.293 D_fake: 0.361 +(epoch: 43, iters: 51728, time: 0.415, data: 0.019) G_GAN: 3.555 G_L1: 3.458 D_real: 0.278 D_fake: 0.824 +(epoch: 43, iters: 51828, time: 0.301, data: 0.019) G_GAN: 4.914 G_L1: 3.770 D_real: 0.007 D_fake: 0.120 +(epoch: 43, iters: 51928, time: 0.306, data: 0.018) G_GAN: 4.416 G_L1: 3.662 D_real: 0.012 D_fake: 0.371 +(epoch: 43, iters: 52028, time: 0.300, data: 0.019) G_GAN: 4.137 G_L1: 3.167 D_real: 0.078 D_fake: 0.040 +(epoch: 43, iters: 52128, time: 0.412, data: 0.019) G_GAN: 3.976 G_L1: 3.278 D_real: 0.062 D_fake: 0.043 +(epoch: 43, iters: 52228, time: 0.295, data: 0.019) G_GAN: 3.469 G_L1: 3.909 D_real: 0.122 D_fake: 0.084 +(epoch: 43, iters: 52328, time: 0.303, data: 0.018) G_GAN: 4.387 G_L1: 3.539 D_real: 0.027 D_fake: 0.065 +(epoch: 43, iters: 52428, time: 0.304, data: 0.019) G_GAN: 4.641 G_L1: 4.072 D_real: 0.013 D_fake: 0.192 +(epoch: 43, iters: 52528, time: 0.405, data: 0.019) G_GAN: 4.709 G_L1: 2.358 D_real: 0.242 D_fake: 0.024 +(epoch: 43, iters: 52628, time: 0.305, data: 0.018) G_GAN: 5.869 G_L1: 7.755 D_real: 0.008 D_fake: 0.150 +(epoch: 43, iters: 52728, time: 0.297, data: 0.021) G_GAN: 5.946 G_L1: 6.148 D_real: 0.123 D_fake: 0.108 +(epoch: 43, iters: 52828, time: 0.302, data: 0.018) G_GAN: 3.652 G_L1: 3.214 D_real: 0.056 D_fake: 0.206 +(epoch: 43, iters: 52928, time: 0.395, data: 0.018) G_GAN: 4.124 G_L1: 4.003 D_real: 0.380 D_fake: 0.143 +(epoch: 43, iters: 53028, time: 0.311, data: 0.020) G_GAN: 4.886 G_L1: 4.604 D_real: 0.728 D_fake: 0.012 +(epoch: 43, iters: 53128, time: 0.304, data: 0.018) G_GAN: 4.486 G_L1: 4.632 D_real: 0.016 D_fake: 0.219 +(epoch: 43, iters: 53228, time: 0.294, data: 0.019) G_GAN: 3.049 G_L1: 4.038 D_real: 0.382 D_fake: 0.038 +(epoch: 43, iters: 53328, time: 0.525, data: 0.018) G_GAN: 3.770 G_L1: 3.179 D_real: 0.058 D_fake: 0.167 +(epoch: 43, iters: 53428, time: 0.267, data: 0.018) G_GAN: 4.898 G_L1: 4.570 D_real: 0.015 D_fake: 0.029 +(epoch: 43, iters: 53528, time: 0.294, data: 0.015) G_GAN: 3.389 G_L1: 4.041 D_real: 0.117 D_fake: 0.105 +(epoch: 43, iters: 53628, time: 0.304, data: 0.018) G_GAN: 5.721 G_L1: 4.624 D_real: 0.002 D_fake: 0.250 +(epoch: 43, iters: 53728, time: 0.422, data: 0.020) G_GAN: 3.994 G_L1: 3.455 D_real: 0.001 D_fake: 0.105 +(epoch: 43, iters: 53828, time: 0.304, data: 0.021) G_GAN: 4.630 G_L1: 4.247 D_real: 0.052 D_fake: 0.253 +(epoch: 43, iters: 53928, time: 0.301, data: 0.019) G_GAN: 5.250 G_L1: 6.900 D_real: 0.169 D_fake: 0.016 +(epoch: 43, iters: 54028, time: 0.296, data: 0.018) G_GAN: 5.869 G_L1: 6.987 D_real: 0.140 D_fake: 0.064 +(epoch: 43, iters: 54128, time: 0.419, data: 0.017) G_GAN: 6.541 G_L1: 9.185 D_real: 0.142 D_fake: 0.021 +(epoch: 43, iters: 54228, time: 0.298, data: 0.024) G_GAN: 4.490 G_L1: 6.362 D_real: 0.217 D_fake: 0.083 +(epoch: 43, iters: 54328, time: 0.289, data: 0.018) G_GAN: 3.173 G_L1: 5.104 D_real: 0.433 D_fake: 0.065 +(epoch: 43, iters: 54428, time: 0.295, data: 0.019) G_GAN: 4.290 G_L1: 3.342 D_real: 0.019 D_fake: 0.076 +(epoch: 43, iters: 54528, time: 0.401, data: 0.019) G_GAN: 4.285 G_L1: 4.636 D_real: 0.011 D_fake: 0.066 +(epoch: 43, iters: 54628, time: 0.293, data: 0.018) G_GAN: 6.573 G_L1: 3.896 D_real: 0.022 D_fake: 0.008 +(epoch: 43, iters: 54728, time: 0.294, data: 0.019) G_GAN: 3.964 G_L1: 3.866 D_real: 0.716 D_fake: 0.059 +(epoch: 43, iters: 54828, time: 0.294, data: 0.018) G_GAN: 4.458 G_L1: 5.668 D_real: 0.402 D_fake: 0.181 +(epoch: 43, iters: 54928, time: 0.400, data: 0.018) G_GAN: 5.238 G_L1: 4.113 D_real: 0.010 D_fake: 0.077 +(epoch: 43, iters: 55028, time: 0.294, data: 0.018) G_GAN: 5.263 G_L1: 5.825 D_real: 0.390 D_fake: 0.050 +(epoch: 43, iters: 55128, time: 0.303, data: 0.018) G_GAN: 5.684 G_L1: 6.317 D_real: 0.025 D_fake: 0.006 +(epoch: 43, iters: 55228, time: 0.302, data: 0.018) G_GAN: 3.495 G_L1: 3.247 D_real: 0.070 D_fake: 0.097 +(epoch: 43, iters: 55328, time: 0.575, data: 0.019) G_GAN: 4.063 G_L1: 5.774 D_real: 0.281 D_fake: 0.038 +(epoch: 43, iters: 55428, time: 0.292, data: 0.019) G_GAN: 4.174 G_L1: 4.777 D_real: 0.011 D_fake: 0.198 +(epoch: 43, iters: 55528, time: 0.305, data: 0.018) G_GAN: 5.216 G_L1: 4.657 D_real: 0.015 D_fake: 0.065 +(epoch: 43, iters: 55628, time: 0.275, data: 0.019) G_GAN: 5.752 G_L1: 4.169 D_real: 0.033 D_fake: 0.011 +(epoch: 43, iters: 55728, time: 0.425, data: 0.016) G_GAN: 5.750 G_L1: 4.917 D_real: 0.072 D_fake: 0.007 +(epoch: 43, iters: 55828, time: 0.293, data: 0.019) G_GAN: 4.350 G_L1: 4.607 D_real: 0.008 D_fake: 0.083 +(epoch: 43, iters: 55928, time: 0.303, data: 0.020) G_GAN: 5.543 G_L1: 6.394 D_real: 0.045 D_fake: 0.053 +(epoch: 43, iters: 56028, time: 0.305, data: 0.018) G_GAN: 5.711 G_L1: 3.959 D_real: 0.101 D_fake: 0.031 +(epoch: 43, iters: 56128, time: 0.384, data: 0.020) G_GAN: 5.372 G_L1: 3.356 D_real: 0.016 D_fake: 0.019 +(epoch: 43, iters: 56228, time: 0.310, data: 0.017) G_GAN: 6.586 G_L1: 6.618 D_real: 0.177 D_fake: 0.037 +(epoch: 43, iters: 56328, time: 0.298, data: 0.019) G_GAN: 5.179 G_L1: 4.662 D_real: 0.237 D_fake: 0.031 +(epoch: 43, iters: 56428, time: 0.298, data: 0.017) G_GAN: 5.610 G_L1: 5.926 D_real: 0.155 D_fake: 0.033 +(epoch: 43, iters: 56528, time: 0.406, data: 0.018) G_GAN: 3.346 G_L1: 5.030 D_real: 0.342 D_fake: 0.038 +(epoch: 43, iters: 56628, time: 0.301, data: 0.018) G_GAN: 6.303 G_L1: 4.289 D_real: 0.005 D_fake: 0.018 +(epoch: 43, iters: 56728, time: 0.304, data: 0.020) G_GAN: 6.425 G_L1: 4.139 D_real: 0.001 D_fake: 0.371 +(epoch: 43, iters: 56828, time: 0.294, data: 0.020) G_GAN: 4.592 G_L1: 4.235 D_real: 0.018 D_fake: 0.392 +(epoch: 43, iters: 56928, time: 0.384, data: 0.017) G_GAN: 5.667 G_L1: 3.233 D_real: 0.024 D_fake: 0.032 +(epoch: 43, iters: 57028, time: 0.293, data: 0.018) G_GAN: 3.275 G_L1: 3.656 D_real: 0.028 D_fake: 0.109 +(epoch: 43, iters: 57128, time: 0.298, data: 0.018) G_GAN: 4.117 G_L1: 2.951 D_real: 0.201 D_fake: 0.027 +(epoch: 43, iters: 57228, time: 0.295, data: 0.019) G_GAN: 3.843 G_L1: 2.587 D_real: 0.233 D_fake: 0.024 +(epoch: 43, iters: 57328, time: 0.572, data: 0.017) G_GAN: 4.603 G_L1: 3.498 D_real: 0.043 D_fake: 0.359 +(epoch: 43, iters: 57428, time: 0.305, data: 0.019) G_GAN: 5.167 G_L1: 3.393 D_real: 0.003 D_fake: 0.032 +(epoch: 43, iters: 57528, time: 0.303, data: 0.018) G_GAN: 5.475 G_L1: 7.467 D_real: 0.010 D_fake: 0.154 +(epoch: 43, iters: 57628, time: 0.297, data: 0.018) G_GAN: 3.768 G_L1: 3.511 D_real: 0.029 D_fake: 0.065 +(epoch: 43, iters: 57728, time: 0.385, data: 0.019) G_GAN: 3.098 G_L1: 3.323 D_real: 0.382 D_fake: 0.073 +(epoch: 43, iters: 57828, time: 0.304, data: 0.018) G_GAN: 4.683 G_L1: 5.060 D_real: 0.020 D_fake: 0.148 +(epoch: 43, iters: 57928, time: 0.306, data: 0.019) G_GAN: 5.471 G_L1: 3.922 D_real: 0.070 D_fake: 0.021 +(epoch: 43, iters: 58028, time: 0.305, data: 0.018) G_GAN: 4.644 G_L1: 3.942 D_real: 0.074 D_fake: 0.163 +(epoch: 43, iters: 58128, time: 0.418, data: 0.019) G_GAN: 3.664 G_L1: 2.680 D_real: 0.359 D_fake: 0.082 +(epoch: 43, iters: 58228, time: 0.309, data: 0.019) G_GAN: 6.307 G_L1: 7.171 D_real: 0.004 D_fake: 0.184 +(epoch: 43, iters: 58328, time: 0.288, data: 0.019) G_GAN: 4.380 G_L1: 5.457 D_real: 0.000 D_fake: 0.041 +(epoch: 43, iters: 58428, time: 0.298, data: 0.017) G_GAN: 5.189 G_L1: 7.580 D_real: 0.002 D_fake: 0.175 +(epoch: 43, iters: 58528, time: 0.424, data: 0.019) G_GAN: 7.625 G_L1: 6.291 D_real: 0.013 D_fake: 0.002 +(epoch: 43, iters: 58628, time: 0.306, data: 0.020) G_GAN: 4.095 G_L1: 3.257 D_real: 0.006 D_fake: 0.053 +(epoch: 43, iters: 58728, time: 0.296, data: 0.019) G_GAN: 5.072 G_L1: 3.175 D_real: 0.002 D_fake: 0.026 +(epoch: 43, iters: 58828, time: 0.307, data: 0.017) G_GAN: 5.796 G_L1: 9.367 D_real: 0.035 D_fake: 0.023 +(epoch: 43, iters: 58928, time: 0.422, data: 0.019) G_GAN: 8.406 G_L1: 10.943 D_real: 0.000 D_fake: 1.808 +(epoch: 43, iters: 59028, time: 0.299, data: 0.019) G_GAN: 4.058 G_L1: 4.597 D_real: 0.180 D_fake: 0.095 +(epoch: 43, iters: 59128, time: 0.302, data: 0.019) G_GAN: 4.937 G_L1: 8.086 D_real: 0.000 D_fake: 0.536 +(epoch: 43, iters: 59228, time: 0.304, data: 0.019) G_GAN: 4.099 G_L1: 6.191 D_real: 0.001 D_fake: 0.013 +(epoch: 43, iters: 59328, time: 0.556, data: 0.019) G_GAN: 4.875 G_L1: 3.055 D_real: 0.019 D_fake: 0.844 +(epoch: 43, iters: 59428, time: 0.305, data: 0.019) G_GAN: 3.823 G_L1: 4.269 D_real: 0.490 D_fake: 0.111 +(epoch: 43, iters: 59528, time: 0.298, data: 0.021) G_GAN: 2.280 G_L1: 3.056 D_real: 0.166 D_fake: 0.106 +(epoch: 43, iters: 59628, time: 0.295, data: 0.018) G_GAN: 4.652 G_L1: 3.590 D_real: 0.000 D_fake: 0.024 +(epoch: 43, iters: 59728, time: 0.414, data: 0.018) G_GAN: 4.010 G_L1: 5.786 D_real: 0.298 D_fake: 0.034 +(epoch: 43, iters: 59828, time: 0.298, data: 0.018) G_GAN: 2.925 G_L1: 6.663 D_real: 0.000 D_fake: 0.496 +(epoch: 43, iters: 59928, time: 0.299, data: 0.019) G_GAN: 3.896 G_L1: 3.364 D_real: 0.273 D_fake: 0.103 +(epoch: 44, iters: 12, time: 0.296, data: 0.019) G_GAN: 3.588 G_L1: 2.124 D_real: 0.119 D_fake: 0.041 +(epoch: 44, iters: 112, time: 0.605, data: 0.017) G_GAN: 3.736 G_L1: 5.242 D_real: 0.000 D_fake: 0.907 +(epoch: 44, iters: 212, time: 0.301, data: 0.019) G_GAN: 3.608 G_L1: 4.639 D_real: 0.003 D_fake: 0.077 +(epoch: 44, iters: 312, time: 0.290, data: 0.020) G_GAN: 4.791 G_L1: 6.536 D_real: 0.000 D_fake: 0.137 +(epoch: 44, iters: 412, time: 0.301, data: 0.019) G_GAN: 2.068 G_L1: 3.780 D_real: 0.000 D_fake: 0.168 +(epoch: 44, iters: 512, time: 0.416, data: 0.020) G_GAN: 2.784 G_L1: 5.573 D_real: 0.000 D_fake: 0.087 +(epoch: 44, iters: 612, time: 0.291, data: 0.018) G_GAN: 3.343 G_L1: 4.748 D_real: 0.000 D_fake: 0.208 +(epoch: 44, iters: 712, time: 0.295, data: 0.018) G_GAN: 3.778 G_L1: 3.450 D_real: 0.010 D_fake: 0.056 +(epoch: 44, iters: 812, time: 0.299, data: 0.019) G_GAN: 5.783 G_L1: 6.273 D_real: 0.012 D_fake: 0.072 +(epoch: 44, iters: 912, time: 0.405, data: 0.018) G_GAN: 3.331 G_L1: 4.803 D_real: 0.405 D_fake: 0.248 +(epoch: 44, iters: 1012, time: 0.303, data: 0.019) G_GAN: 4.237 G_L1: 7.534 D_real: 0.010 D_fake: 0.050 +(epoch: 44, iters: 1112, time: 0.289, data: 0.019) G_GAN: 2.818 G_L1: 4.857 D_real: 0.000 D_fake: 0.283 +(epoch: 44, iters: 1212, time: 0.298, data: 0.017) G_GAN: 2.292 G_L1: 6.017 D_real: 0.000 D_fake: 0.144 +(epoch: 44, iters: 1312, time: 0.522, data: 0.019) G_GAN: 2.930 G_L1: 3.939 D_real: 0.006 D_fake: 0.195 +(epoch: 44, iters: 1412, time: 0.300, data: 0.020) G_GAN: 4.709 G_L1: 5.718 D_real: 0.001 D_fake: 0.104 +(epoch: 44, iters: 1512, time: 0.304, data: 0.019) G_GAN: 4.128 G_L1: 4.322 D_real: 0.006 D_fake: 0.072 +(epoch: 44, iters: 1612, time: 0.296, data: 0.019) G_GAN: 2.349 G_L1: 4.452 D_real: 0.001 D_fake: 0.399 +(epoch: 44, iters: 1712, time: 0.413, data: 0.019) G_GAN: 3.229 G_L1: 4.935 D_real: 0.008 D_fake: 0.107 +(epoch: 44, iters: 1812, time: 0.300, data: 0.019) G_GAN: 2.911 G_L1: 4.146 D_real: 0.001 D_fake: 0.582 +(epoch: 44, iters: 1912, time: 0.296, data: 0.020) G_GAN: 3.586 G_L1: 5.896 D_real: 0.000 D_fake: 0.219 +(epoch: 44, iters: 2012, time: 0.300, data: 0.019) G_GAN: 2.751 G_L1: 2.770 D_real: 0.053 D_fake: 0.430 +(epoch: 44, iters: 2112, time: 0.413, data: 0.020) G_GAN: 5.845 G_L1: 5.261 D_real: 0.364 D_fake: 0.009 +(epoch: 44, iters: 2212, time: 0.298, data: 0.018) G_GAN: 4.807 G_L1: 5.225 D_real: 0.110 D_fake: 0.046 +(epoch: 44, iters: 2312, time: 0.295, data: 0.019) G_GAN: 3.973 G_L1: 2.790 D_real: 0.018 D_fake: 0.196 +(epoch: 44, iters: 2412, time: 0.301, data: 0.019) G_GAN: 3.975 G_L1: 4.081 D_real: 0.544 D_fake: 0.026 +(epoch: 44, iters: 2512, time: 0.432, data: 0.019) G_GAN: 3.684 G_L1: 5.900 D_real: 0.006 D_fake: 0.205 +(epoch: 44, iters: 2612, time: 0.300, data: 0.020) G_GAN: 4.784 G_L1: 3.687 D_real: 0.026 D_fake: 0.080 +(epoch: 44, iters: 2712, time: 0.291, data: 0.020) G_GAN: 4.673 G_L1: 4.268 D_real: 0.017 D_fake: 0.027 +(epoch: 44, iters: 2812, time: 0.299, data: 0.018) G_GAN: 3.972 G_L1: 3.616 D_real: 0.094 D_fake: 0.390 +(epoch: 44, iters: 2912, time: 0.414, data: 0.020) G_GAN: 3.769 G_L1: 4.295 D_real: 0.293 D_fake: 0.163 +(epoch: 44, iters: 3012, time: 0.301, data: 0.020) G_GAN: 4.488 G_L1: 3.995 D_real: 0.002 D_fake: 0.032 +(epoch: 44, iters: 3112, time: 0.303, data: 0.019) G_GAN: 3.678 G_L1: 4.741 D_real: 0.107 D_fake: 0.227 +(epoch: 44, iters: 3212, time: 0.302, data: 0.021) G_GAN: 4.394 G_L1: 5.255 D_real: 0.439 D_fake: 0.040 +(epoch: 44, iters: 3312, time: 0.569, data: 0.019) G_GAN: 4.133 G_L1: 3.508 D_real: 0.016 D_fake: 0.101 +(epoch: 44, iters: 3412, time: 0.302, data: 0.017) G_GAN: 5.026 G_L1: 4.858 D_real: 0.062 D_fake: 0.104 +(epoch: 44, iters: 3512, time: 0.300, data: 0.020) G_GAN: 5.106 G_L1: 4.232 D_real: 0.097 D_fake: 0.056 +(epoch: 44, iters: 3612, time: 0.305, data: 0.023) G_GAN: 6.192 G_L1: 10.618 D_real: 0.037 D_fake: 0.026 +(epoch: 44, iters: 3712, time: 0.414, data: 0.021) G_GAN: 5.039 G_L1: 4.159 D_real: 0.080 D_fake: 0.157 +(epoch: 44, iters: 3812, time: 0.299, data: 0.022) G_GAN: 2.968 G_L1: 2.088 D_real: 0.828 D_fake: 0.078 +(epoch: 44, iters: 3912, time: 0.279, data: 0.022) G_GAN: 5.500 G_L1: 3.397 D_real: 0.024 D_fake: 0.012 +(epoch: 44, iters: 4012, time: 0.302, data: 0.018) G_GAN: 3.319 G_L1: 2.304 D_real: 0.162 D_fake: 0.109 +(epoch: 44, iters: 4112, time: 0.422, data: 0.019) G_GAN: 4.962 G_L1: 4.769 D_real: 0.023 D_fake: 0.148 +(epoch: 44, iters: 4212, time: 0.305, data: 0.019) G_GAN: 4.483 G_L1: 4.044 D_real: 0.026 D_fake: 0.057 +(epoch: 44, iters: 4312, time: 0.298, data: 0.019) G_GAN: 3.355 G_L1: 3.916 D_real: 0.564 D_fake: 0.046 +(epoch: 44, iters: 4412, time: 0.295, data: 0.020) G_GAN: 5.196 G_L1: 3.924 D_real: 0.064 D_fake: 0.919 +(epoch: 44, iters: 4512, time: 0.414, data: 0.020) G_GAN: 4.350 G_L1: 4.851 D_real: 0.035 D_fake: 0.249 +(epoch: 44, iters: 4612, time: 0.293, data: 0.025) G_GAN: 3.961 G_L1: 3.856 D_real: 0.015 D_fake: 0.088 +(epoch: 44, iters: 4712, time: 0.299, data: 0.017) G_GAN: 3.671 G_L1: 4.254 D_real: 0.156 D_fake: 0.053 +(epoch: 44, iters: 4812, time: 0.287, data: 0.018) G_GAN: 5.390 G_L1: 3.936 D_real: 0.005 D_fake: 0.019 +(epoch: 44, iters: 4912, time: 0.409, data: 0.017) G_GAN: 4.377 G_L1: 2.886 D_real: 0.133 D_fake: 0.024 +(epoch: 44, iters: 5012, time: 0.298, data: 0.020) G_GAN: 3.767 G_L1: 4.481 D_real: 0.009 D_fake: 0.284 +(epoch: 44, iters: 5112, time: 0.285, data: 0.018) G_GAN: 3.726 G_L1: 3.994 D_real: 0.514 D_fake: 0.036 +(epoch: 44, iters: 5212, time: 0.293, data: 0.015) G_GAN: 5.128 G_L1: 5.558 D_real: 0.001 D_fake: 0.176 +(epoch: 44, iters: 5312, time: 0.530, data: 0.017) G_GAN: 4.075 G_L1: 2.715 D_real: 0.090 D_fake: 0.050 +(epoch: 44, iters: 5412, time: 0.288, data: 0.018) G_GAN: 5.747 G_L1: 4.064 D_real: 0.041 D_fake: 0.028 +(epoch: 44, iters: 5512, time: 0.291, data: 0.016) G_GAN: 3.583 G_L1: 5.870 D_real: 0.682 D_fake: 0.077 +(epoch: 44, iters: 5612, time: 0.301, data: 0.019) G_GAN: 3.937 G_L1: 4.375 D_real: 0.020 D_fake: 0.074 +(epoch: 44, iters: 5712, time: 0.417, data: 0.018) G_GAN: 4.805 G_L1: 4.403 D_real: 0.011 D_fake: 0.032 +(epoch: 44, iters: 5812, time: 0.298, data: 0.019) G_GAN: 2.944 G_L1: 4.735 D_real: 0.750 D_fake: 0.120 +(epoch: 44, iters: 5912, time: 0.293, data: 0.018) G_GAN: 3.526 G_L1: 2.304 D_real: 0.026 D_fake: 0.103 +(epoch: 44, iters: 6012, time: 0.288, data: 0.016) G_GAN: 4.678 G_L1: 3.350 D_real: 0.004 D_fake: 0.078 +(epoch: 44, iters: 6112, time: 0.405, data: 0.017) G_GAN: 3.765 G_L1: 3.281 D_real: 0.260 D_fake: 0.089 +(epoch: 44, iters: 6212, time: 0.298, data: 0.018) G_GAN: 5.696 G_L1: 4.264 D_real: 0.014 D_fake: 0.013 +(epoch: 44, iters: 6312, time: 0.287, data: 0.018) G_GAN: 5.502 G_L1: 6.774 D_real: 0.039 D_fake: 0.029 +(epoch: 44, iters: 6412, time: 0.295, data: 0.016) G_GAN: 6.545 G_L1: 3.483 D_real: 0.012 D_fake: 0.009 +(epoch: 44, iters: 6512, time: 0.394, data: 0.018) G_GAN: 6.038 G_L1: 5.302 D_real: 0.043 D_fake: 0.457 +(epoch: 44, iters: 6612, time: 0.300, data: 0.019) G_GAN: 3.220 G_L1: 4.216 D_real: 0.048 D_fake: 0.231 +(epoch: 44, iters: 6712, time: 0.300, data: 0.017) G_GAN: 3.739 G_L1: 3.880 D_real: 0.002 D_fake: 0.256 +(epoch: 44, iters: 6812, time: 0.303, data: 0.017) G_GAN: 2.626 G_L1: 3.565 D_real: 0.367 D_fake: 0.081 +(epoch: 44, iters: 6912, time: 0.413, data: 0.018) G_GAN: 4.493 G_L1: 3.817 D_real: 0.160 D_fake: 0.024 +(epoch: 44, iters: 7012, time: 0.296, data: 0.017) G_GAN: 4.583 G_L1: 2.998 D_real: 0.289 D_fake: 0.015 +(epoch: 44, iters: 7112, time: 0.297, data: 0.017) G_GAN: 4.310 G_L1: 4.699 D_real: 0.415 D_fake: 0.055 +(epoch: 44, iters: 7212, time: 0.300, data: 0.025) G_GAN: 2.054 G_L1: 2.796 D_real: 0.346 D_fake: 0.307 +(epoch: 44, iters: 7312, time: 0.565, data: 0.016) G_GAN: 4.124 G_L1: 3.811 D_real: 0.176 D_fake: 0.151 +(epoch: 44, iters: 7412, time: 0.293, data: 0.017) G_GAN: 3.991 G_L1: 3.721 D_real: 0.000 D_fake: 0.586 +(epoch: 44, iters: 7512, time: 0.301, data: 0.018) G_GAN: 6.312 G_L1: 9.977 D_real: 0.040 D_fake: 0.047 +(epoch: 44, iters: 7612, time: 0.295, data: 0.018) G_GAN: 3.517 G_L1: 3.463 D_real: 0.021 D_fake: 0.226 +(epoch: 44, iters: 7712, time: 0.416, data: 0.020) G_GAN: 4.143 G_L1: 3.695 D_real: 0.003 D_fake: 0.191 +(epoch: 44, iters: 7812, time: 0.294, data: 0.018) G_GAN: 3.808 G_L1: 4.371 D_real: 0.306 D_fake: 0.048 +(epoch: 44, iters: 7912, time: 0.307, data: 0.018) G_GAN: 3.999 G_L1: 4.150 D_real: 0.112 D_fake: 0.071 +(epoch: 44, iters: 8012, time: 0.296, data: 0.017) G_GAN: 4.710 G_L1: 5.642 D_real: 0.007 D_fake: 0.077 +(epoch: 44, iters: 8112, time: 0.420, data: 0.017) G_GAN: 4.921 G_L1: 3.117 D_real: 0.012 D_fake: 0.118 +(epoch: 44, iters: 8212, time: 0.303, data: 0.018) G_GAN: 4.531 G_L1: 3.268 D_real: 0.044 D_fake: 0.065 +(epoch: 44, iters: 8312, time: 0.305, data: 0.019) G_GAN: 4.651 G_L1: 4.174 D_real: 0.007 D_fake: 0.039 +(epoch: 44, iters: 8412, time: 0.295, data: 0.017) G_GAN: 5.697 G_L1: 4.313 D_real: 0.014 D_fake: 0.021 +(epoch: 44, iters: 8512, time: 0.426, data: 0.019) G_GAN: 6.161 G_L1: 2.886 D_real: 0.005 D_fake: 0.007 +(epoch: 44, iters: 8612, time: 0.298, data: 0.018) G_GAN: 4.868 G_L1: 3.174 D_real: 0.015 D_fake: 0.028 +(epoch: 44, iters: 8712, time: 0.303, data: 0.018) G_GAN: 6.053 G_L1: 4.648 D_real: 0.003 D_fake: 0.027 +(epoch: 44, iters: 8812, time: 0.301, data: 0.018) G_GAN: 5.940 G_L1: 4.279 D_real: 0.026 D_fake: 0.021 +(epoch: 44, iters: 8912, time: 0.408, data: 0.018) G_GAN: 5.139 G_L1: 3.523 D_real: 0.006 D_fake: 0.017 +(epoch: 44, iters: 9012, time: 0.302, data: 0.021) G_GAN: 3.378 G_L1: 3.075 D_real: 0.741 D_fake: 0.047 +(epoch: 44, iters: 9112, time: 0.299, data: 0.021) G_GAN: 2.663 G_L1: 6.212 D_real: 0.753 D_fake: 0.062 +(epoch: 44, iters: 9212, time: 0.298, data: 0.018) G_GAN: 4.259 G_L1: 4.094 D_real: 0.036 D_fake: 0.024 +(epoch: 44, iters: 9312, time: 0.562, data: 0.021) G_GAN: 5.560 G_L1: 3.779 D_real: 0.025 D_fake: 0.027 +(epoch: 44, iters: 9412, time: 0.301, data: 0.019) G_GAN: 4.455 G_L1: 3.942 D_real: 0.107 D_fake: 0.112 +(epoch: 44, iters: 9512, time: 0.301, data: 0.019) G_GAN: 4.831 G_L1: 5.170 D_real: 0.006 D_fake: 0.300 +(epoch: 44, iters: 9612, time: 0.303, data: 0.018) G_GAN: 3.893 G_L1: 4.189 D_real: 0.261 D_fake: 0.154 +(epoch: 44, iters: 9712, time: 0.424, data: 0.018) G_GAN: 4.384 G_L1: 5.450 D_real: 0.016 D_fake: 0.228 +(epoch: 44, iters: 9812, time: 0.305, data: 0.018) G_GAN: 3.345 G_L1: 3.668 D_real: 0.071 D_fake: 0.263 +(epoch: 44, iters: 9912, time: 0.304, data: 0.018) G_GAN: 2.593 G_L1: 3.593 D_real: 0.253 D_fake: 0.152 +(epoch: 44, iters: 10012, time: 0.295, data: 0.020) G_GAN: 4.962 G_L1: 4.535 D_real: 0.025 D_fake: 0.087 +(epoch: 44, iters: 10112, time: 0.388, data: 0.018) G_GAN: 4.291 G_L1: 2.994 D_real: 0.151 D_fake: 0.035 +(epoch: 44, iters: 10212, time: 0.285, data: 0.018) G_GAN: 3.251 G_L1: 4.208 D_real: 0.162 D_fake: 0.373 +(epoch: 44, iters: 10312, time: 0.282, data: 0.016) G_GAN: 6.146 G_L1: 3.871 D_real: 0.062 D_fake: 0.015 +(epoch: 44, iters: 10412, time: 0.305, data: 0.018) G_GAN: 5.178 G_L1: 3.549 D_real: 0.144 D_fake: 0.071 +(epoch: 44, iters: 10512, time: 0.431, data: 0.021) G_GAN: 4.985 G_L1: 5.849 D_real: 0.146 D_fake: 0.018 +(epoch: 44, iters: 10612, time: 0.304, data: 0.021) G_GAN: 4.590 G_L1: 3.718 D_real: 0.268 D_fake: 0.026 +(epoch: 44, iters: 10712, time: 0.308, data: 0.017) G_GAN: 4.601 G_L1: 4.183 D_real: 0.034 D_fake: 0.060 +(epoch: 44, iters: 10812, time: 0.292, data: 0.021) G_GAN: 5.918 G_L1: 9.510 D_real: 0.046 D_fake: 0.073 +(epoch: 44, iters: 10912, time: 0.416, data: 0.017) G_GAN: 3.641 G_L1: 3.487 D_real: 0.032 D_fake: 0.069 +(epoch: 44, iters: 11012, time: 0.289, data: 0.019) G_GAN: 6.922 G_L1: 7.566 D_real: 0.000 D_fake: 0.003 +(epoch: 44, iters: 11112, time: 0.286, data: 0.016) G_GAN: 5.070 G_L1: 5.400 D_real: 0.049 D_fake: 0.059 +(epoch: 44, iters: 11212, time: 0.301, data: 0.023) G_GAN: 5.261 G_L1: 5.608 D_real: 0.075 D_fake: 0.062 +(epoch: 44, iters: 11312, time: 0.578, data: 0.018) G_GAN: 5.064 G_L1: 3.747 D_real: 0.037 D_fake: 0.067 +(epoch: 44, iters: 11412, time: 0.299, data: 0.019) G_GAN: 5.404 G_L1: 2.792 D_real: 0.178 D_fake: 0.043 +(epoch: 44, iters: 11512, time: 0.299, data: 0.018) G_GAN: 3.757 G_L1: 3.708 D_real: 0.000 D_fake: 0.057 +(epoch: 44, iters: 11612, time: 0.301, data: 0.019) G_GAN: 2.357 G_L1: 4.094 D_real: 0.456 D_fake: 0.184 +(epoch: 44, iters: 11712, time: 0.408, data: 0.018) G_GAN: 4.260 G_L1: 2.767 D_real: 0.100 D_fake: 0.094 +(epoch: 44, iters: 11812, time: 0.300, data: 0.019) G_GAN: 4.652 G_L1: 3.338 D_real: 0.057 D_fake: 0.038 +(epoch: 44, iters: 11912, time: 0.289, data: 0.021) G_GAN: 5.567 G_L1: 5.916 D_real: 0.024 D_fake: 0.012 +(epoch: 44, iters: 12012, time: 0.300, data: 0.017) G_GAN: 6.626 G_L1: 4.275 D_real: 0.002 D_fake: 0.012 +(epoch: 44, iters: 12112, time: 0.393, data: 0.019) G_GAN: 4.394 G_L1: 3.642 D_real: 0.107 D_fake: 0.070 +(epoch: 44, iters: 12212, time: 0.290, data: 0.016) G_GAN: 2.379 G_L1: 2.873 D_real: 0.681 D_fake: 0.125 +(epoch: 44, iters: 12312, time: 0.298, data: 0.018) G_GAN: 3.114 G_L1: 4.841 D_real: 0.420 D_fake: 0.061 +(epoch: 44, iters: 12412, time: 0.289, data: 0.020) G_GAN: 5.557 G_L1: 3.995 D_real: 0.007 D_fake: 0.020 +(epoch: 44, iters: 12512, time: 0.378, data: 0.018) G_GAN: 3.885 G_L1: 6.370 D_real: 0.044 D_fake: 0.078 +(epoch: 44, iters: 12612, time: 0.304, data: 0.017) G_GAN: 3.845 G_L1: 6.481 D_real: 0.029 D_fake: 0.493 +(epoch: 44, iters: 12712, time: 0.302, data: 0.018) G_GAN: 4.885 G_L1: 3.521 D_real: 0.140 D_fake: 0.042 +(epoch: 44, iters: 12812, time: 0.302, data: 0.018) G_GAN: 4.189 G_L1: 4.387 D_real: 0.039 D_fake: 0.070 +(epoch: 44, iters: 12912, time: 0.391, data: 0.018) G_GAN: 4.368 G_L1: 3.997 D_real: 0.028 D_fake: 0.069 +(epoch: 44, iters: 13012, time: 0.305, data: 0.019) G_GAN: 3.888 G_L1: 3.251 D_real: 0.011 D_fake: 0.082 +(epoch: 44, iters: 13112, time: 0.290, data: 0.019) G_GAN: 2.591 G_L1: 3.172 D_real: 0.109 D_fake: 0.112 +(epoch: 44, iters: 13212, time: 0.296, data: 0.018) G_GAN: 5.332 G_L1: 6.617 D_real: 0.001 D_fake: 0.030 +(epoch: 44, iters: 13312, time: 0.521, data: 0.019) G_GAN: 4.409 G_L1: 6.920 D_real: 0.219 D_fake: 0.711 +(epoch: 44, iters: 13412, time: 0.295, data: 0.019) G_GAN: 4.156 G_L1: 3.852 D_real: 0.168 D_fake: 0.129 +(epoch: 44, iters: 13512, time: 0.291, data: 0.018) G_GAN: 3.547 G_L1: 4.463 D_real: 0.176 D_fake: 0.033 +(epoch: 44, iters: 13612, time: 0.297, data: 0.017) G_GAN: 4.008 G_L1: 3.305 D_real: 1.818 D_fake: 0.004 +(epoch: 44, iters: 13712, time: 0.430, data: 0.017) G_GAN: 4.583 G_L1: 4.895 D_real: 0.145 D_fake: 0.027 +(epoch: 44, iters: 13812, time: 0.297, data: 0.018) G_GAN: 3.194 G_L1: 4.083 D_real: 0.797 D_fake: 0.040 +(epoch: 44, iters: 13912, time: 0.297, data: 0.017) G_GAN: 3.646 G_L1: 3.583 D_real: 0.117 D_fake: 0.178 +(epoch: 44, iters: 14012, time: 0.297, data: 0.019) G_GAN: 3.505 G_L1: 3.527 D_real: 0.612 D_fake: 0.026 +(epoch: 44, iters: 14112, time: 0.373, data: 0.019) G_GAN: 5.156 G_L1: 7.521 D_real: 0.244 D_fake: 0.016 +(epoch: 44, iters: 14212, time: 0.291, data: 0.021) G_GAN: 3.507 G_L1: 4.394 D_real: 0.003 D_fake: 0.325 +(epoch: 44, iters: 14312, time: 0.300, data: 0.018) G_GAN: 2.972 G_L1: 3.098 D_real: 0.127 D_fake: 0.269 +(epoch: 44, iters: 14412, time: 0.302, data: 0.019) G_GAN: 4.826 G_L1: 3.488 D_real: 0.041 D_fake: 0.043 +(epoch: 44, iters: 14512, time: 0.386, data: 0.018) G_GAN: 3.369 G_L1: 1.978 D_real: 0.302 D_fake: 0.112 +(epoch: 44, iters: 14612, time: 0.294, data: 0.018) G_GAN: 3.204 G_L1: 2.809 D_real: 0.284 D_fake: 0.061 +(epoch: 44, iters: 14712, time: 0.289, data: 0.016) G_GAN: 5.438 G_L1: 5.251 D_real: 0.046 D_fake: 0.107 +(epoch: 44, iters: 14812, time: 0.290, data: 0.017) G_GAN: 6.604 G_L1: 6.170 D_real: 0.036 D_fake: 0.028 +(epoch: 44, iters: 14912, time: 0.412, data: 0.018) G_GAN: 3.875 G_L1: 4.101 D_real: 0.071 D_fake: 0.264 +(epoch: 44, iters: 15012, time: 0.302, data: 0.018) G_GAN: 4.804 G_L1: 3.451 D_real: 0.072 D_fake: 0.055 +(epoch: 44, iters: 15112, time: 0.289, data: 0.019) G_GAN: 4.980 G_L1: 4.626 D_real: 0.284 D_fake: 0.023 +(epoch: 44, iters: 15212, time: 0.302, data: 0.019) G_GAN: 3.890 G_L1: 4.128 D_real: 0.747 D_fake: 0.015 +(epoch: 44, iters: 15312, time: 0.576, data: 0.019) G_GAN: 3.571 G_L1: 4.196 D_real: 0.086 D_fake: 0.136 +(epoch: 44, iters: 15412, time: 0.291, data: 0.018) G_GAN: 4.190 G_L1: 4.210 D_real: 0.011 D_fake: 0.101 +(epoch: 44, iters: 15512, time: 0.303, data: 0.019) G_GAN: 4.310 G_L1: 4.061 D_real: 0.053 D_fake: 0.085 +(epoch: 44, iters: 15612, time: 0.302, data: 0.018) G_GAN: 3.256 G_L1: 11.233 D_real: 0.188 D_fake: 0.172 +(epoch: 44, iters: 15712, time: 0.415, data: 0.019) G_GAN: 5.018 G_L1: 4.305 D_real: 0.039 D_fake: 0.244 +(epoch: 44, iters: 15812, time: 0.302, data: 0.018) G_GAN: 3.094 G_L1: 3.660 D_real: 0.007 D_fake: 0.246 +(epoch: 44, iters: 15912, time: 0.299, data: 0.019) G_GAN: 5.360 G_L1: 3.625 D_real: 0.023 D_fake: 0.084 +(epoch: 44, iters: 16012, time: 0.296, data: 0.018) G_GAN: 4.752 G_L1: 3.709 D_real: 0.315 D_fake: 0.008 +(epoch: 44, iters: 16112, time: 0.413, data: 0.017) G_GAN: 2.425 G_L1: 3.189 D_real: 0.134 D_fake: 0.188 +(epoch: 44, iters: 16212, time: 0.269, data: 0.019) G_GAN: 3.791 G_L1: 3.734 D_real: 0.019 D_fake: 0.096 +(epoch: 44, iters: 16312, time: 0.295, data: 0.015) G_GAN: 4.255 G_L1: 3.380 D_real: 0.001 D_fake: 0.073 +(epoch: 44, iters: 16412, time: 0.295, data: 0.017) G_GAN: 4.115 G_L1: 4.105 D_real: 0.169 D_fake: 0.151 +(epoch: 44, iters: 16512, time: 0.410, data: 0.019) G_GAN: 4.404 G_L1: 2.813 D_real: 0.530 D_fake: 0.030 +(epoch: 44, iters: 16612, time: 0.298, data: 0.019) G_GAN: 3.229 G_L1: 3.035 D_real: 0.227 D_fake: 0.075 +(epoch: 44, iters: 16712, time: 0.302, data: 0.018) G_GAN: 5.404 G_L1: 4.515 D_real: 0.152 D_fake: 0.166 +(epoch: 44, iters: 16812, time: 0.304, data: 0.019) G_GAN: 3.986 G_L1: 3.683 D_real: 0.000 D_fake: 0.081 +(epoch: 44, iters: 16912, time: 0.414, data: 0.019) G_GAN: 4.145 G_L1: 5.556 D_real: 0.431 D_fake: 0.015 +(epoch: 44, iters: 17012, time: 0.290, data: 0.020) G_GAN: 4.527 G_L1: 4.062 D_real: 0.133 D_fake: 0.296 +(epoch: 44, iters: 17112, time: 0.296, data: 0.019) G_GAN: 6.898 G_L1: 5.167 D_real: 0.026 D_fake: 0.002 +(epoch: 44, iters: 17212, time: 0.299, data: 0.017) G_GAN: 2.693 G_L1: 2.962 D_real: 0.688 D_fake: 0.144 +(epoch: 44, iters: 17312, time: 0.524, data: 0.017) G_GAN: 6.124 G_L1: 4.169 D_real: 0.008 D_fake: 0.006 +(epoch: 44, iters: 17412, time: 0.298, data: 0.018) G_GAN: 3.711 G_L1: 3.105 D_real: 0.478 D_fake: 0.076 +(epoch: 44, iters: 17512, time: 0.296, data: 0.020) G_GAN: 4.346 G_L1: 2.694 D_real: 0.001 D_fake: 0.150 +(epoch: 44, iters: 17612, time: 0.304, data: 0.019) G_GAN: 3.765 G_L1: 4.558 D_real: 0.142 D_fake: 0.218 +(epoch: 44, iters: 17712, time: 0.412, data: 0.019) G_GAN: 6.566 G_L1: 3.128 D_real: 0.077 D_fake: 0.011 +(epoch: 44, iters: 17812, time: 0.305, data: 0.024) G_GAN: 4.628 G_L1: 4.253 D_real: 0.285 D_fake: 0.018 +(epoch: 44, iters: 17912, time: 0.298, data: 0.022) G_GAN: 4.184 G_L1: 5.081 D_real: 0.064 D_fake: 0.111 +(epoch: 44, iters: 18012, time: 0.288, data: 0.020) G_GAN: 5.168 G_L1: 3.304 D_real: 0.023 D_fake: 0.021 +(epoch: 44, iters: 18112, time: 0.410, data: 0.020) G_GAN: 4.326 G_L1: 2.995 D_real: 0.011 D_fake: 0.092 +(epoch: 44, iters: 18212, time: 0.292, data: 0.018) G_GAN: 6.808 G_L1: 4.072 D_real: 0.008 D_fake: 0.218 +(epoch: 44, iters: 18312, time: 0.294, data: 0.018) G_GAN: 4.549 G_L1: 6.408 D_real: 0.311 D_fake: 0.119 +(epoch: 44, iters: 18412, time: 0.289, data: 0.018) G_GAN: 3.824 G_L1: 2.838 D_real: 0.250 D_fake: 0.035 +(epoch: 44, iters: 18512, time: 0.396, data: 0.020) G_GAN: 3.285 G_L1: 3.117 D_real: 0.213 D_fake: 0.047 +(epoch: 44, iters: 18612, time: 0.293, data: 0.019) G_GAN: 3.380 G_L1: 3.880 D_real: 0.824 D_fake: 0.027 +(epoch: 44, iters: 18712, time: 0.303, data: 0.017) G_GAN: 4.514 G_L1: 3.735 D_real: 0.037 D_fake: 0.287 +(epoch: 44, iters: 18812, time: 0.301, data: 0.019) G_GAN: 3.552 G_L1: 3.823 D_real: 0.590 D_fake: 0.036 +(epoch: 44, iters: 18912, time: 0.368, data: 0.018) G_GAN: 3.474 G_L1: 3.554 D_real: 0.028 D_fake: 0.354 +(epoch: 44, iters: 19012, time: 0.297, data: 0.017) G_GAN: 3.061 G_L1: 4.198 D_real: 0.118 D_fake: 0.303 +(epoch: 44, iters: 19112, time: 0.303, data: 0.018) G_GAN: 3.782 G_L1: 3.141 D_real: 0.019 D_fake: 0.083 +(epoch: 44, iters: 19212, time: 0.298, data: 0.019) G_GAN: 4.140 G_L1: 4.766 D_real: 0.056 D_fake: 0.055 +(epoch: 44, iters: 19312, time: 0.583, data: 0.018) G_GAN: 3.432 G_L1: 3.834 D_real: 0.002 D_fake: 0.424 +(epoch: 44, iters: 19412, time: 0.302, data: 0.019) G_GAN: 3.960 G_L1: 4.430 D_real: 0.215 D_fake: 0.035 +(epoch: 44, iters: 19512, time: 0.303, data: 0.020) G_GAN: 4.602 G_L1: 3.978 D_real: 0.031 D_fake: 0.029 +(epoch: 44, iters: 19612, time: 0.307, data: 0.020) G_GAN: 5.694 G_L1: 3.601 D_real: 0.432 D_fake: 0.014 +(epoch: 44, iters: 19712, time: 0.420, data: 0.019) G_GAN: 7.633 G_L1: 5.663 D_real: 0.175 D_fake: 0.548 +(epoch: 44, iters: 19812, time: 0.302, data: 0.018) G_GAN: 5.557 G_L1: 5.085 D_real: 0.528 D_fake: 0.017 +(epoch: 44, iters: 19912, time: 0.294, data: 0.018) G_GAN: 2.809 G_L1: 3.764 D_real: 0.215 D_fake: 0.153 +(epoch: 44, iters: 20012, time: 0.293, data: 0.020) G_GAN: 5.827 G_L1: 7.593 D_real: 0.200 D_fake: 0.099 +(epoch: 44, iters: 20112, time: 0.429, data: 0.017) G_GAN: 5.667 G_L1: 4.191 D_real: 0.001 D_fake: 0.130 +(epoch: 44, iters: 20212, time: 0.298, data: 0.019) G_GAN: 6.764 G_L1: 5.313 D_real: 0.007 D_fake: 0.341 +(epoch: 44, iters: 20312, time: 0.303, data: 0.020) G_GAN: 4.045 G_L1: 5.944 D_real: 0.024 D_fake: 0.065 +(epoch: 44, iters: 20412, time: 0.302, data: 0.022) G_GAN: 3.489 G_L1: 5.122 D_real: 0.493 D_fake: 0.072 +(epoch: 44, iters: 20512, time: 0.399, data: 0.017) G_GAN: 7.261 G_L1: 3.851 D_real: 0.020 D_fake: 0.013 +(epoch: 44, iters: 20612, time: 0.301, data: 0.017) G_GAN: 7.066 G_L1: 4.339 D_real: 0.141 D_fake: 0.009 +(epoch: 44, iters: 20712, time: 0.300, data: 0.018) G_GAN: 4.140 G_L1: 3.200 D_real: 0.267 D_fake: 0.141 +(epoch: 44, iters: 20812, time: 0.300, data: 0.018) G_GAN: 4.663 G_L1: 3.670 D_real: 0.015 D_fake: 0.071 +(epoch: 44, iters: 20912, time: 0.417, data: 0.019) G_GAN: 3.705 G_L1: 4.626 D_real: 0.012 D_fake: 0.235 +(epoch: 44, iters: 21012, time: 0.304, data: 0.018) G_GAN: 5.760 G_L1: 4.453 D_real: 0.001 D_fake: 0.013 +(epoch: 44, iters: 21112, time: 0.299, data: 0.018) G_GAN: 5.144 G_L1: 4.187 D_real: 0.015 D_fake: 0.016 +(epoch: 44, iters: 21212, time: 0.299, data: 0.019) G_GAN: 4.237 G_L1: 2.149 D_real: 0.120 D_fake: 0.057 +(epoch: 44, iters: 21312, time: 0.544, data: 0.017) G_GAN: 4.495 G_L1: 2.905 D_real: 0.223 D_fake: 0.049 +(epoch: 44, iters: 21412, time: 0.305, data: 0.014) G_GAN: 4.681 G_L1: 3.596 D_real: 0.257 D_fake: 0.023 +(epoch: 44, iters: 21512, time: 0.302, data: 0.019) G_GAN: 3.952 G_L1: 4.770 D_real: 0.027 D_fake: 0.063 +(epoch: 44, iters: 21612, time: 0.301, data: 0.021) G_GAN: 4.375 G_L1: 4.006 D_real: 0.093 D_fake: 0.079 +(epoch: 44, iters: 21712, time: 0.403, data: 0.018) G_GAN: 5.455 G_L1: 4.756 D_real: 0.003 D_fake: 0.106 +(epoch: 44, iters: 21812, time: 0.289, data: 0.019) G_GAN: 5.367 G_L1: 4.213 D_real: 0.143 D_fake: 0.016 +(epoch: 44, iters: 21912, time: 0.293, data: 0.016) G_GAN: 5.834 G_L1: 11.628 D_real: 0.006 D_fake: 0.009 +(epoch: 44, iters: 22012, time: 0.305, data: 0.018) G_GAN: 4.099 G_L1: 3.664 D_real: 0.134 D_fake: 0.234 +(epoch: 44, iters: 22112, time: 0.388, data: 0.019) G_GAN: 4.186 G_L1: 3.641 D_real: 0.030 D_fake: 0.284 +(epoch: 44, iters: 22212, time: 0.301, data: 0.019) G_GAN: 4.841 G_L1: 4.261 D_real: 0.119 D_fake: 0.010 +(epoch: 44, iters: 22312, time: 0.294, data: 0.018) G_GAN: 4.838 G_L1: 2.695 D_real: 0.414 D_fake: 0.011 +(epoch: 44, iters: 22412, time: 0.288, data: 0.017) G_GAN: 5.552 G_L1: 4.530 D_real: 0.003 D_fake: 0.072 +(epoch: 44, iters: 22512, time: 0.419, data: 0.016) G_GAN: 7.033 G_L1: 4.337 D_real: 0.031 D_fake: 0.360 +(epoch: 44, iters: 22612, time: 0.290, data: 0.017) G_GAN: 3.729 G_L1: 3.018 D_real: 0.025 D_fake: 0.238 +(epoch: 44, iters: 22712, time: 0.302, data: 0.017) G_GAN: 4.582 G_L1: 4.100 D_real: 0.028 D_fake: 0.076 +(epoch: 44, iters: 22812, time: 0.280, data: 0.018) G_GAN: 3.756 G_L1: 3.515 D_real: 0.220 D_fake: 0.198 +(epoch: 44, iters: 22912, time: 0.403, data: 0.018) G_GAN: 5.094 G_L1: 6.616 D_real: 0.001 D_fake: 0.015 +(epoch: 44, iters: 23012, time: 0.297, data: 0.018) G_GAN: 3.838 G_L1: 3.678 D_real: 0.140 D_fake: 0.033 +(epoch: 44, iters: 23112, time: 0.304, data: 0.018) G_GAN: 4.545 G_L1: 3.360 D_real: 0.006 D_fake: 0.124 +(epoch: 44, iters: 23212, time: 0.292, data: 0.019) G_GAN: 3.936 G_L1: 3.465 D_real: 0.010 D_fake: 0.068 +(epoch: 44, iters: 23312, time: 0.581, data: 0.017) G_GAN: 4.593 G_L1: 5.730 D_real: 0.022 D_fake: 0.531 +(epoch: 44, iters: 23412, time: 0.303, data: 0.020) G_GAN: 6.537 G_L1: 4.510 D_real: 0.029 D_fake: 0.015 +(epoch: 44, iters: 23512, time: 0.303, data: 0.017) G_GAN: 4.407 G_L1: 5.358 D_real: 0.102 D_fake: 0.163 +(epoch: 44, iters: 23612, time: 0.304, data: 0.019) G_GAN: 4.071 G_L1: 3.282 D_real: 0.012 D_fake: 0.207 +(epoch: 44, iters: 23712, time: 0.418, data: 0.023) G_GAN: 4.700 G_L1: 4.814 D_real: 0.026 D_fake: 0.030 +(epoch: 44, iters: 23812, time: 0.305, data: 0.019) G_GAN: 6.880 G_L1: 4.336 D_real: 0.001 D_fake: 0.003 +(epoch: 44, iters: 23912, time: 0.304, data: 0.021) G_GAN: 8.230 G_L1: 4.213 D_real: 0.091 D_fake: 0.009 +(epoch: 44, iters: 24012, time: 0.285, data: 0.019) G_GAN: 4.272 G_L1: 3.614 D_real: 0.000 D_fake: 0.044 +(epoch: 44, iters: 24112, time: 0.393, data: 0.018) G_GAN: 5.271 G_L1: 4.580 D_real: 0.238 D_fake: 0.058 +(epoch: 44, iters: 24212, time: 0.302, data: 0.017) G_GAN: 5.189 G_L1: 2.508 D_real: 0.230 D_fake: 0.051 +(epoch: 44, iters: 24312, time: 0.293, data: 0.018) G_GAN: 5.117 G_L1: 3.542 D_real: 0.023 D_fake: 0.227 +(epoch: 44, iters: 24412, time: 0.292, data: 0.018) G_GAN: 4.497 G_L1: 3.392 D_real: 0.377 D_fake: 0.096 +(epoch: 44, iters: 24512, time: 0.410, data: 0.016) G_GAN: 4.829 G_L1: 4.009 D_real: 0.012 D_fake: 0.080 +(epoch: 44, iters: 24612, time: 0.271, data: 0.020) G_GAN: 4.933 G_L1: 2.728 D_real: 0.018 D_fake: 0.198 +(epoch: 44, iters: 24712, time: 0.286, data: 0.015) G_GAN: 4.353 G_L1: 4.205 D_real: 0.021 D_fake: 0.065 +(epoch: 44, iters: 24812, time: 0.267, data: 0.016) G_GAN: 4.207 G_L1: 3.366 D_real: 0.256 D_fake: 0.079 +(epoch: 44, iters: 24912, time: 0.389, data: 0.015) G_GAN: 4.147 G_L1: 3.222 D_real: 0.062 D_fake: 0.048 +(epoch: 44, iters: 25012, time: 0.290, data: 0.015) G_GAN: 5.488 G_L1: 3.630 D_real: 0.101 D_fake: 0.033 +(epoch: 44, iters: 25112, time: 0.287, data: 0.018) G_GAN: 3.467 G_L1: 3.713 D_real: 0.312 D_fake: 0.067 +(epoch: 44, iters: 25212, time: 0.260, data: 0.018) G_GAN: 3.283 G_L1: 3.742 D_real: 0.605 D_fake: 0.038 +(epoch: 44, iters: 25312, time: 0.576, data: 0.015) G_GAN: 5.562 G_L1: 3.781 D_real: 0.085 D_fake: 0.017 +(epoch: 44, iters: 25412, time: 0.294, data: 0.018) G_GAN: 6.144 G_L1: 5.129 D_real: 0.006 D_fake: 0.021 +(epoch: 44, iters: 25512, time: 0.293, data: 0.018) G_GAN: 4.806 G_L1: 3.570 D_real: 0.024 D_fake: 0.017 +(epoch: 44, iters: 25612, time: 0.287, data: 0.018) G_GAN: 3.543 G_L1: 3.204 D_real: 0.111 D_fake: 0.181 +(epoch: 44, iters: 25712, time: 0.394, data: 0.016) G_GAN: 6.892 G_L1: 5.461 D_real: 0.311 D_fake: 0.016 +(epoch: 44, iters: 25812, time: 0.298, data: 0.018) G_GAN: 4.946 G_L1: 3.509 D_real: 0.000 D_fake: 0.182 +(epoch: 44, iters: 25912, time: 0.292, data: 0.020) G_GAN: 3.734 G_L1: 5.495 D_real: 0.698 D_fake: 0.049 +(epoch: 44, iters: 26012, time: 0.294, data: 0.018) G_GAN: 5.071 G_L1: 3.666 D_real: 0.003 D_fake: 0.144 +(epoch: 44, iters: 26112, time: 0.415, data: 0.024) G_GAN: 6.802 G_L1: 10.155 D_real: 0.066 D_fake: 0.017 +(epoch: 44, iters: 26212, time: 0.285, data: 0.020) G_GAN: 5.404 G_L1: 7.240 D_real: 0.046 D_fake: 0.056 +(epoch: 44, iters: 26312, time: 0.285, data: 0.018) G_GAN: 4.510 G_L1: 6.541 D_real: 0.165 D_fake: 0.134 +(epoch: 44, iters: 26412, time: 0.292, data: 0.017) G_GAN: 5.503 G_L1: 5.893 D_real: 0.022 D_fake: 0.080 +(epoch: 44, iters: 26512, time: 0.375, data: 0.017) G_GAN: 7.267 G_L1: 3.826 D_real: 0.000 D_fake: 0.011 +(epoch: 44, iters: 26612, time: 0.276, data: 0.016) G_GAN: 6.161 G_L1: 5.901 D_real: 0.150 D_fake: 0.006 +(epoch: 44, iters: 26712, time: 0.294, data: 0.016) G_GAN: 3.857 G_L1: 2.808 D_real: 0.039 D_fake: 0.139 +(epoch: 44, iters: 26812, time: 0.281, data: 0.017) G_GAN: 5.076 G_L1: 4.179 D_real: 0.008 D_fake: 0.034 +(epoch: 44, iters: 26912, time: 0.418, data: 0.015) G_GAN: 5.816 G_L1: 5.839 D_real: 0.004 D_fake: 0.034 +(epoch: 44, iters: 27012, time: 0.298, data: 0.017) G_GAN: 7.271 G_L1: 3.951 D_real: 0.176 D_fake: 0.024 +(epoch: 44, iters: 27112, time: 0.302, data: 0.017) G_GAN: 4.706 G_L1: 5.676 D_real: 0.005 D_fake: 0.563 +(epoch: 44, iters: 27212, time: 0.296, data: 0.023) G_GAN: 6.265 G_L1: 6.826 D_real: 0.192 D_fake: 0.019 +(epoch: 44, iters: 27312, time: 0.584, data: 0.019) G_GAN: 4.451 G_L1: 4.848 D_real: 0.018 D_fake: 0.042 +(epoch: 44, iters: 27412, time: 0.286, data: 0.019) G_GAN: 4.732 G_L1: 2.179 D_real: 0.137 D_fake: 0.020 +(epoch: 44, iters: 27512, time: 0.285, data: 0.017) G_GAN: 5.583 G_L1: 7.018 D_real: 0.085 D_fake: 0.060 +(epoch: 44, iters: 27612, time: 0.296, data: 0.015) G_GAN: 4.549 G_L1: 5.362 D_real: 0.003 D_fake: 0.043 +(epoch: 44, iters: 27712, time: 0.399, data: 0.018) G_GAN: 3.945 G_L1: 3.687 D_real: 0.104 D_fake: 0.250 +(epoch: 44, iters: 27812, time: 0.292, data: 0.016) G_GAN: 4.378 G_L1: 4.409 D_real: 0.010 D_fake: 0.121 +(epoch: 44, iters: 27912, time: 0.292, data: 0.018) G_GAN: 2.698 G_L1: 3.051 D_real: 0.069 D_fake: 0.273 +(epoch: 44, iters: 28012, time: 0.284, data: 0.017) G_GAN: 4.257 G_L1: 3.826 D_real: 0.235 D_fake: 0.174 +(epoch: 44, iters: 28112, time: 0.401, data: 0.017) G_GAN: 4.772 G_L1: 4.424 D_real: 0.088 D_fake: 0.156 +(epoch: 44, iters: 28212, time: 0.288, data: 0.016) G_GAN: 3.771 G_L1: 3.538 D_real: 0.982 D_fake: 0.031 +(epoch: 44, iters: 28312, time: 0.284, data: 0.017) G_GAN: 3.402 G_L1: 3.381 D_real: 0.006 D_fake: 0.110 +(epoch: 44, iters: 28412, time: 0.284, data: 0.017) G_GAN: 4.218 G_L1: 3.971 D_real: 0.659 D_fake: 0.028 +(epoch: 44, iters: 28512, time: 0.403, data: 0.016) G_GAN: 4.058 G_L1: 3.604 D_real: 0.048 D_fake: 0.061 +(epoch: 44, iters: 28612, time: 0.288, data: 0.017) G_GAN: 6.035 G_L1: 5.295 D_real: 0.025 D_fake: 0.168 +(epoch: 44, iters: 28712, time: 0.290, data: 0.018) G_GAN: 5.372 G_L1: 5.908 D_real: 0.110 D_fake: 0.015 +(epoch: 44, iters: 28812, time: 0.297, data: 0.017) G_GAN: 4.862 G_L1: 2.830 D_real: 0.075 D_fake: 0.040 +(epoch: 44, iters: 28912, time: 0.429, data: 0.019) G_GAN: 4.549 G_L1: 3.946 D_real: 0.015 D_fake: 0.043 +(epoch: 44, iters: 29012, time: 0.283, data: 0.020) G_GAN: 5.093 G_L1: 3.433 D_real: 0.272 D_fake: 0.010 +(epoch: 44, iters: 29112, time: 0.289, data: 0.015) G_GAN: 3.945 G_L1: 3.289 D_real: 0.045 D_fake: 0.114 +(epoch: 44, iters: 29212, time: 0.282, data: 0.016) G_GAN: 4.506 G_L1: 6.581 D_real: 0.148 D_fake: 0.048 +(epoch: 44, iters: 29312, time: 0.571, data: 0.016) G_GAN: 4.845 G_L1: 4.018 D_real: 0.159 D_fake: 0.284 +(epoch: 44, iters: 29412, time: 0.289, data: 0.020) G_GAN: 3.361 G_L1: 3.602 D_real: 0.274 D_fake: 0.045 +(epoch: 44, iters: 29512, time: 0.283, data: 0.018) G_GAN: 4.233 G_L1: 3.064 D_real: 0.500 D_fake: 0.019 +(epoch: 44, iters: 29612, time: 0.287, data: 0.017) G_GAN: 4.095 G_L1: 3.482 D_real: 0.041 D_fake: 0.050 +(epoch: 44, iters: 29712, time: 0.363, data: 0.018) G_GAN: 5.589 G_L1: 4.216 D_real: 0.313 D_fake: 0.012 +(epoch: 44, iters: 29812, time: 0.288, data: 0.015) G_GAN: 4.140 G_L1: 4.204 D_real: 0.069 D_fake: 0.139 +(epoch: 44, iters: 29912, time: 0.283, data: 0.017) G_GAN: 3.626 G_L1: 3.858 D_real: 0.035 D_fake: 0.229 +(epoch: 44, iters: 30012, time: 0.293, data: 0.016) G_GAN: 4.501 G_L1: 11.430 D_real: 0.005 D_fake: 0.053 +(epoch: 44, iters: 30112, time: 0.369, data: 0.020) G_GAN: 3.142 G_L1: 2.086 D_real: 0.737 D_fake: 0.034 +(epoch: 44, iters: 30212, time: 0.281, data: 0.017) G_GAN: 5.742 G_L1: 3.186 D_real: 0.013 D_fake: 0.012 +(epoch: 44, iters: 30312, time: 0.290, data: 0.015) G_GAN: 3.309 G_L1: 3.549 D_real: 0.006 D_fake: 0.112 +(epoch: 44, iters: 30412, time: 0.293, data: 0.017) G_GAN: 4.684 G_L1: 4.356 D_real: 0.125 D_fake: 0.131 +(epoch: 44, iters: 30512, time: 0.372, data: 0.017) G_GAN: 3.391 G_L1: 3.693 D_real: 0.583 D_fake: 0.065 +(epoch: 44, iters: 30612, time: 0.290, data: 0.018) G_GAN: 3.611 G_L1: 2.406 D_real: 0.043 D_fake: 0.137 +(epoch: 44, iters: 30712, time: 0.288, data: 0.017) G_GAN: 3.146 G_L1: 5.081 D_real: 0.450 D_fake: 0.053 +(epoch: 44, iters: 30812, time: 0.286, data: 0.018) G_GAN: 4.513 G_L1: 3.655 D_real: 0.025 D_fake: 0.122 +(epoch: 44, iters: 30912, time: 0.385, data: 0.016) G_GAN: 4.768 G_L1: 6.201 D_real: 0.316 D_fake: 0.080 +(epoch: 44, iters: 31012, time: 0.295, data: 0.018) G_GAN: 4.932 G_L1: 3.478 D_real: 0.130 D_fake: 0.057 +(epoch: 44, iters: 31112, time: 0.272, data: 0.018) G_GAN: 4.342 G_L1: 2.432 D_real: 0.047 D_fake: 0.393 +(epoch: 44, iters: 31212, time: 0.284, data: 0.017) G_GAN: 3.453 G_L1: 5.313 D_real: 0.132 D_fake: 0.095 +(epoch: 44, iters: 31312, time: 0.576, data: 0.019) G_GAN: 3.958 G_L1: 3.678 D_real: 0.058 D_fake: 0.170 +(epoch: 44, iters: 31412, time: 0.279, data: 0.017) G_GAN: 4.383 G_L1: 4.824 D_real: 0.008 D_fake: 0.224 +(epoch: 44, iters: 31512, time: 0.294, data: 0.017) G_GAN: 5.346 G_L1: 3.103 D_real: 0.004 D_fake: 0.284 +(epoch: 44, iters: 31612, time: 0.294, data: 0.018) G_GAN: 3.828 G_L1: 4.690 D_real: 0.001 D_fake: 0.173 +(epoch: 44, iters: 31712, time: 0.352, data: 0.018) G_GAN: 2.389 G_L1: 3.054 D_real: 0.121 D_fake: 0.205 +(epoch: 44, iters: 31812, time: 0.281, data: 0.016) G_GAN: 4.949 G_L1: 6.328 D_real: 0.085 D_fake: 0.016 +(epoch: 44, iters: 31912, time: 0.284, data: 0.016) G_GAN: 5.655 G_L1: 4.027 D_real: 0.019 D_fake: 0.202 +(epoch: 44, iters: 32012, time: 0.280, data: 0.017) G_GAN: 4.757 G_L1: 5.334 D_real: 0.039 D_fake: 0.036 +(epoch: 44, iters: 32112, time: 0.403, data: 0.022) G_GAN: 4.007 G_L1: 3.626 D_real: 0.027 D_fake: 0.354 +(epoch: 44, iters: 32212, time: 0.289, data: 0.017) G_GAN: 4.065 G_L1: 3.789 D_real: 0.075 D_fake: 0.152 +(epoch: 44, iters: 32312, time: 0.292, data: 0.017) G_GAN: 5.234 G_L1: 6.913 D_real: 0.010 D_fake: 0.033 +(epoch: 44, iters: 32412, time: 0.288, data: 0.018) G_GAN: 5.342 G_L1: 3.463 D_real: 0.461 D_fake: 0.088 +(epoch: 44, iters: 32512, time: 0.408, data: 0.017) G_GAN: 4.000 G_L1: 4.140 D_real: 0.043 D_fake: 0.145 +(epoch: 44, iters: 32612, time: 0.292, data: 0.019) G_GAN: 4.589 G_L1: 3.462 D_real: 0.001 D_fake: 0.064 +(epoch: 44, iters: 32712, time: 0.279, data: 0.018) G_GAN: 4.847 G_L1: 3.971 D_real: 0.498 D_fake: 0.016 +(epoch: 44, iters: 32812, time: 0.285, data: 0.016) G_GAN: 3.539 G_L1: 3.818 D_real: 0.154 D_fake: 0.071 +(epoch: 44, iters: 32912, time: 0.424, data: 0.016) G_GAN: 3.962 G_L1: 3.254 D_real: 0.405 D_fake: 0.034 +(epoch: 44, iters: 33012, time: 0.298, data: 0.018) G_GAN: 4.790 G_L1: 8.594 D_real: 0.001 D_fake: 0.041 +(epoch: 44, iters: 33112, time: 0.290, data: 0.018) G_GAN: 3.243 G_L1: 2.563 D_real: 0.154 D_fake: 0.314 +(epoch: 44, iters: 33212, time: 0.279, data: 0.018) G_GAN: 5.361 G_L1: 3.810 D_real: 0.001 D_fake: 0.029 +(epoch: 44, iters: 33312, time: 0.586, data: 0.018) G_GAN: 5.533 G_L1: 3.759 D_real: 0.010 D_fake: 0.021 +(epoch: 44, iters: 33412, time: 0.290, data: 0.018) G_GAN: 5.738 G_L1: 5.616 D_real: 0.013 D_fake: 0.225 +(epoch: 44, iters: 33512, time: 0.289, data: 0.018) G_GAN: 6.350 G_L1: 4.896 D_real: 0.008 D_fake: 0.197 +(epoch: 44, iters: 33612, time: 0.278, data: 0.018) G_GAN: 4.366 G_L1: 5.709 D_real: 0.001 D_fake: 0.148 +(epoch: 44, iters: 33712, time: 0.421, data: 0.016) G_GAN: 5.036 G_L1: 5.030 D_real: 0.029 D_fake: 0.055 +(epoch: 44, iters: 33812, time: 0.288, data: 0.017) G_GAN: 6.507 G_L1: 4.821 D_real: 0.005 D_fake: 0.009 +(epoch: 44, iters: 33912, time: 0.303, data: 0.017) G_GAN: 5.234 G_L1: 3.557 D_real: 0.054 D_fake: 0.158 +(epoch: 44, iters: 34012, time: 0.285, data: 0.018) G_GAN: 4.172 G_L1: 3.832 D_real: 1.127 D_fake: 0.123 +(epoch: 44, iters: 34112, time: 0.374, data: 0.016) G_GAN: 5.144 G_L1: 3.923 D_real: 0.082 D_fake: 0.029 +(epoch: 44, iters: 34212, time: 0.298, data: 0.018) G_GAN: 4.329 G_L1: 4.093 D_real: 0.013 D_fake: 0.112 +(epoch: 44, iters: 34312, time: 0.283, data: 0.019) G_GAN: 4.947 G_L1: 3.501 D_real: 0.046 D_fake: 0.035 +(epoch: 44, iters: 34412, time: 0.286, data: 0.018) G_GAN: 5.507 G_L1: 4.247 D_real: 0.106 D_fake: 0.155 +(epoch: 44, iters: 34512, time: 0.422, data: 0.017) G_GAN: 5.661 G_L1: 6.812 D_real: 0.010 D_fake: 0.042 +(epoch: 44, iters: 34612, time: 0.292, data: 0.019) G_GAN: 6.252 G_L1: 5.684 D_real: 0.047 D_fake: 0.016 +(epoch: 44, iters: 34712, time: 0.302, data: 0.018) G_GAN: 8.956 G_L1: 5.170 D_real: 0.016 D_fake: 0.004 +(epoch: 44, iters: 34812, time: 0.308, data: 0.019) G_GAN: 5.255 G_L1: 5.147 D_real: 0.006 D_fake: 0.024 +(epoch: 44, iters: 34912, time: 0.410, data: 0.019) G_GAN: 3.963 G_L1: 4.754 D_real: 0.003 D_fake: 0.147 +(epoch: 44, iters: 35012, time: 0.295, data: 0.018) G_GAN: 5.147 G_L1: 5.801 D_real: 0.028 D_fake: 0.046 +(epoch: 44, iters: 35112, time: 0.299, data: 0.017) G_GAN: 4.008 G_L1: 4.697 D_real: 0.004 D_fake: 0.108 +(epoch: 44, iters: 35212, time: 0.301, data: 0.018) G_GAN: 4.488 G_L1: 3.485 D_real: 0.229 D_fake: 0.040 +(epoch: 44, iters: 35312, time: 0.583, data: 0.021) G_GAN: 4.785 G_L1: 2.841 D_real: 0.029 D_fake: 0.028 +(epoch: 44, iters: 35412, time: 0.295, data: 0.019) G_GAN: 4.639 G_L1: 3.852 D_real: 0.011 D_fake: 0.035 +(epoch: 44, iters: 35512, time: 0.305, data: 0.019) G_GAN: 4.094 G_L1: 2.947 D_real: 0.059 D_fake: 0.068 +(epoch: 44, iters: 35612, time: 0.293, data: 0.018) G_GAN: 6.289 G_L1: 5.427 D_real: 0.035 D_fake: 0.015 +(epoch: 44, iters: 35712, time: 0.424, data: 0.017) G_GAN: 5.329 G_L1: 3.110 D_real: 0.213 D_fake: 0.032 +(epoch: 44, iters: 35812, time: 0.302, data: 0.019) G_GAN: 4.846 G_L1: 7.233 D_real: 0.000 D_fake: 0.044 +(epoch: 44, iters: 35912, time: 0.295, data: 0.018) G_GAN: 4.516 G_L1: 3.011 D_real: 0.215 D_fake: 0.029 +(epoch: 44, iters: 36012, time: 0.303, data: 0.018) G_GAN: 5.071 G_L1: 3.019 D_real: 0.064 D_fake: 0.076 +(epoch: 44, iters: 36112, time: 0.385, data: 0.018) G_GAN: 4.599 G_L1: 4.465 D_real: 0.013 D_fake: 0.078 +(epoch: 44, iters: 36212, time: 0.290, data: 0.019) G_GAN: 3.075 G_L1: 2.854 D_real: 0.008 D_fake: 0.176 +(epoch: 44, iters: 36312, time: 0.296, data: 0.018) G_GAN: 4.480 G_L1: 4.972 D_real: 0.022 D_fake: 0.202 +(epoch: 44, iters: 36412, time: 0.293, data: 0.019) G_GAN: 6.311 G_L1: 3.619 D_real: 0.069 D_fake: 0.033 +(epoch: 44, iters: 36512, time: 0.374, data: 0.017) G_GAN: 4.207 G_L1: 3.031 D_real: 0.003 D_fake: 0.107 +(epoch: 44, iters: 36612, time: 0.297, data: 0.018) G_GAN: 5.521 G_L1: 3.993 D_real: 0.020 D_fake: 0.016 +(epoch: 44, iters: 36712, time: 0.284, data: 0.019) G_GAN: 3.270 G_L1: 2.953 D_real: 0.304 D_fake: 0.233 +(epoch: 44, iters: 36812, time: 0.295, data: 0.016) G_GAN: 4.178 G_L1: 4.111 D_real: 0.451 D_fake: 0.017 +(epoch: 44, iters: 36912, time: 0.422, data: 0.020) G_GAN: 7.779 G_L1: 3.909 D_real: 0.032 D_fake: 0.017 +(epoch: 44, iters: 37012, time: 0.293, data: 0.020) G_GAN: 6.889 G_L1: 4.904 D_real: 0.004 D_fake: 0.066 +(epoch: 44, iters: 37112, time: 0.304, data: 0.018) G_GAN: 4.609 G_L1: 3.842 D_real: 0.002 D_fake: 0.299 +(epoch: 44, iters: 37212, time: 0.298, data: 0.018) G_GAN: 8.607 G_L1: 6.226 D_real: 0.122 D_fake: 1.040 +(epoch: 44, iters: 37312, time: 0.543, data: 0.019) G_GAN: 4.925 G_L1: 5.969 D_real: 0.006 D_fake: 0.032 +(epoch: 44, iters: 37412, time: 0.303, data: 0.020) G_GAN: 5.717 G_L1: 4.866 D_real: 0.002 D_fake: 0.179 +(epoch: 44, iters: 37512, time: 0.295, data: 0.019) G_GAN: 5.722 G_L1: 6.033 D_real: 0.386 D_fake: 0.010 +(epoch: 44, iters: 37612, time: 0.303, data: 0.018) G_GAN: 6.332 G_L1: 6.618 D_real: 0.013 D_fake: 0.134 +(epoch: 44, iters: 37712, time: 0.418, data: 0.019) G_GAN: 4.468 G_L1: 4.385 D_real: 0.024 D_fake: 0.035 +(epoch: 44, iters: 37812, time: 0.303, data: 0.020) G_GAN: 5.477 G_L1: 4.019 D_real: 0.069 D_fake: 0.027 +(epoch: 44, iters: 37912, time: 0.303, data: 0.019) G_GAN: 4.270 G_L1: 5.814 D_real: 0.002 D_fake: 0.152 +(epoch: 44, iters: 38012, time: 0.306, data: 0.019) G_GAN: 3.273 G_L1: 3.160 D_real: 0.033 D_fake: 0.104 +(epoch: 44, iters: 38112, time: 0.410, data: 0.019) G_GAN: 4.122 G_L1: 3.788 D_real: 0.008 D_fake: 0.083 +(epoch: 44, iters: 38212, time: 0.298, data: 0.018) G_GAN: 6.716 G_L1: 3.464 D_real: 0.049 D_fake: 0.120 +(epoch: 44, iters: 38312, time: 0.304, data: 0.018) G_GAN: 4.842 G_L1: 4.023 D_real: 0.059 D_fake: 0.330 +(epoch: 44, iters: 38412, time: 0.294, data: 0.019) G_GAN: 5.878 G_L1: 8.091 D_real: 0.027 D_fake: 0.015 +(epoch: 44, iters: 38512, time: 0.418, data: 0.019) G_GAN: 6.198 G_L1: 5.409 D_real: 0.005 D_fake: 0.045 +(epoch: 44, iters: 38612, time: 0.305, data: 0.020) G_GAN: 4.258 G_L1: 6.530 D_real: 0.251 D_fake: 0.178 +(epoch: 44, iters: 38712, time: 0.294, data: 0.018) G_GAN: 4.518 G_L1: 2.801 D_real: 0.133 D_fake: 0.029 +(epoch: 44, iters: 38812, time: 0.294, data: 0.018) G_GAN: 3.914 G_L1: 5.216 D_real: 0.077 D_fake: 0.038 +(epoch: 44, iters: 38912, time: 0.409, data: 0.020) G_GAN: 5.192 G_L1: 3.182 D_real: 0.121 D_fake: 0.020 +(epoch: 44, iters: 39012, time: 0.304, data: 0.019) G_GAN: 5.213 G_L1: 3.958 D_real: 0.025 D_fake: 0.012 +(epoch: 44, iters: 39112, time: 0.307, data: 0.019) G_GAN: 7.077 G_L1: 4.189 D_real: 0.001 D_fake: 0.020 +(epoch: 44, iters: 39212, time: 0.307, data: 0.019) G_GAN: 5.407 G_L1: 3.947 D_real: 0.003 D_fake: 0.033 +(epoch: 44, iters: 39312, time: 0.579, data: 0.019) G_GAN: 4.772 G_L1: 2.608 D_real: 0.023 D_fake: 0.040 +(epoch: 44, iters: 39412, time: 0.305, data: 0.020) G_GAN: 3.555 G_L1: 3.238 D_real: 0.266 D_fake: 0.064 +(epoch: 44, iters: 39512, time: 0.297, data: 0.022) G_GAN: 4.949 G_L1: 8.472 D_real: 0.017 D_fake: 0.091 +(epoch: 44, iters: 39612, time: 0.309, data: 0.018) G_GAN: 4.226 G_L1: 2.680 D_real: 0.154 D_fake: 0.028 +(epoch: 44, iters: 39712, time: 0.417, data: 0.018) G_GAN: 4.019 G_L1: 4.267 D_real: 0.000 D_fake: 0.133 +(epoch: 44, iters: 39812, time: 0.293, data: 0.020) G_GAN: 7.613 G_L1: 3.999 D_real: 0.003 D_fake: 0.010 +(epoch: 44, iters: 39912, time: 0.306, data: 0.017) G_GAN: 3.888 G_L1: 4.421 D_real: 0.064 D_fake: 0.080 +(epoch: 44, iters: 40012, time: 0.306, data: 0.019) G_GAN: 5.312 G_L1: 4.308 D_real: 0.003 D_fake: 0.058 +(epoch: 44, iters: 40112, time: 0.407, data: 0.019) G_GAN: 5.661 G_L1: 3.518 D_real: 0.003 D_fake: 0.018 +(epoch: 44, iters: 40212, time: 0.303, data: 0.018) G_GAN: 4.968 G_L1: 2.878 D_real: 0.659 D_fake: 0.011 +(epoch: 44, iters: 40312, time: 0.302, data: 0.019) G_GAN: 6.043 G_L1: 3.631 D_real: 0.042 D_fake: 0.015 +(epoch: 44, iters: 40412, time: 0.296, data: 0.020) G_GAN: 4.287 G_L1: 3.193 D_real: 0.008 D_fake: 0.035 +(epoch: 44, iters: 40512, time: 0.395, data: 0.018) G_GAN: 6.888 G_L1: 3.741 D_real: 0.003 D_fake: 0.003 +(epoch: 44, iters: 40612, time: 0.295, data: 0.019) G_GAN: 5.486 G_L1: 3.757 D_real: 0.049 D_fake: 0.273 +(epoch: 44, iters: 40712, time: 0.289, data: 0.019) G_GAN: 3.247 G_L1: 3.255 D_real: 0.709 D_fake: 0.152 +(epoch: 44, iters: 40812, time: 0.308, data: 0.019) G_GAN: 3.534 G_L1: 3.555 D_real: 0.011 D_fake: 0.071 +(epoch: 44, iters: 40912, time: 0.395, data: 0.018) G_GAN: 4.559 G_L1: 3.186 D_real: 0.012 D_fake: 0.068 +(epoch: 44, iters: 41012, time: 0.297, data: 0.019) G_GAN: 5.019 G_L1: 5.635 D_real: 0.002 D_fake: 0.035 +(epoch: 44, iters: 41112, time: 0.298, data: 0.019) G_GAN: 5.881 G_L1: 2.167 D_real: 0.028 D_fake: 0.040 +(epoch: 44, iters: 41212, time: 0.295, data: 0.020) G_GAN: 3.774 G_L1: 4.181 D_real: 0.424 D_fake: 0.022 +(epoch: 44, iters: 41312, time: 0.518, data: 0.018) G_GAN: 6.599 G_L1: 3.893 D_real: 0.037 D_fake: 0.007 +(epoch: 44, iters: 41412, time: 0.303, data: 0.020) G_GAN: 3.424 G_L1: 3.204 D_real: 0.128 D_fake: 0.177 +(epoch: 44, iters: 41512, time: 0.296, data: 0.019) G_GAN: 8.319 G_L1: 7.493 D_real: 0.002 D_fake: 0.303 +(epoch: 44, iters: 41612, time: 0.296, data: 0.018) G_GAN: 3.133 G_L1: 3.048 D_real: 0.466 D_fake: 0.101 +(epoch: 44, iters: 41712, time: 0.418, data: 0.018) G_GAN: 6.040 G_L1: 11.147 D_real: 0.000 D_fake: 0.113 +(epoch: 44, iters: 41812, time: 0.295, data: 0.018) G_GAN: 6.953 G_L1: 2.816 D_real: 0.043 D_fake: 0.100 +(epoch: 44, iters: 41912, time: 0.309, data: 0.018) G_GAN: 6.508 G_L1: 4.144 D_real: 0.088 D_fake: 0.009 +(epoch: 44, iters: 42012, time: 0.303, data: 0.019) G_GAN: 5.224 G_L1: 4.710 D_real: 0.007 D_fake: 0.039 +(epoch: 44, iters: 42112, time: 0.412, data: 0.019) G_GAN: 5.753 G_L1: 4.953 D_real: 0.002 D_fake: 0.051 +(epoch: 44, iters: 42212, time: 0.294, data: 0.018) G_GAN: 3.804 G_L1: 3.365 D_real: 0.272 D_fake: 0.064 +(epoch: 44, iters: 42312, time: 0.300, data: 0.020) G_GAN: 4.709 G_L1: 3.297 D_real: 0.615 D_fake: 0.008 +(epoch: 44, iters: 42412, time: 0.294, data: 0.018) G_GAN: 2.689 G_L1: 2.763 D_real: 0.028 D_fake: 0.112 +(epoch: 44, iters: 42512, time: 0.423, data: 0.018) G_GAN: 3.629 G_L1: 3.345 D_real: 0.003 D_fake: 0.097 +(epoch: 44, iters: 42612, time: 0.299, data: 0.020) G_GAN: 3.535 G_L1: 3.387 D_real: 0.000 D_fake: 0.155 +(epoch: 44, iters: 42712, time: 0.300, data: 0.023) G_GAN: 4.631 G_L1: 5.009 D_real: 0.002 D_fake: 0.083 +(epoch: 44, iters: 42812, time: 0.302, data: 0.022) G_GAN: 5.818 G_L1: 6.412 D_real: 0.000 D_fake: 0.062 +(epoch: 44, iters: 42912, time: 0.421, data: 0.019) G_GAN: 2.737 G_L1: 4.378 D_real: 0.000 D_fake: 0.554 +(epoch: 44, iters: 43012, time: 0.309, data: 0.021) G_GAN: 3.525 G_L1: 4.467 D_real: 0.001 D_fake: 0.143 +(epoch: 44, iters: 43112, time: 0.293, data: 0.019) G_GAN: 5.878 G_L1: 3.791 D_real: 0.031 D_fake: 0.200 +(epoch: 44, iters: 43212, time: 0.302, data: 0.018) G_GAN: 4.227 G_L1: 4.057 D_real: 0.000 D_fake: 0.066 +(epoch: 44, iters: 43312, time: 0.537, data: 0.018) G_GAN: 5.199 G_L1: 5.455 D_real: 0.000 D_fake: 0.144 +(epoch: 44, iters: 43412, time: 0.302, data: 0.021) G_GAN: 4.506 G_L1: 2.466 D_real: 0.150 D_fake: 0.334 +(epoch: 44, iters: 43512, time: 0.294, data: 0.020) G_GAN: 3.397 G_L1: 8.578 D_real: 0.127 D_fake: 0.108 +(epoch: 44, iters: 43612, time: 0.302, data: 0.018) G_GAN: 5.299 G_L1: 5.288 D_real: 0.085 D_fake: 0.093 +(epoch: 44, iters: 43712, time: 0.412, data: 0.019) G_GAN: 4.911 G_L1: 7.623 D_real: 0.000 D_fake: 0.182 +(epoch: 44, iters: 43812, time: 0.297, data: 0.017) G_GAN: 4.103 G_L1: 4.287 D_real: 0.003 D_fake: 0.088 +(epoch: 44, iters: 43912, time: 0.294, data: 0.019) G_GAN: 3.092 G_L1: 3.408 D_real: 0.015 D_fake: 0.029 +(epoch: 44, iters: 44012, time: 0.298, data: 0.021) G_GAN: 3.396 G_L1: 3.772 D_real: 0.001 D_fake: 0.059 +(epoch: 44, iters: 44112, time: 0.431, data: 0.018) G_GAN: 5.024 G_L1: 10.125 D_real: 0.000 D_fake: 0.152 +(epoch: 44, iters: 44212, time: 0.301, data: 0.018) G_GAN: 3.223 G_L1: 4.506 D_real: 0.000 D_fake: 0.217 +(epoch: 44, iters: 44312, time: 0.305, data: 0.021) G_GAN: 2.459 G_L1: 7.343 D_real: 0.570 D_fake: 0.146 +(epoch: 44, iters: 44412, time: 0.302, data: 0.019) G_GAN: 4.048 G_L1: 3.725 D_real: 0.008 D_fake: 0.131 +(epoch: 44, iters: 44512, time: 0.419, data: 0.019) G_GAN: 2.593 G_L1: 3.586 D_real: 0.003 D_fake: 0.232 +(epoch: 44, iters: 44612, time: 0.302, data: 0.024) G_GAN: 4.475 G_L1: 4.576 D_real: 0.016 D_fake: 0.172 +(epoch: 44, iters: 44712, time: 0.298, data: 0.019) G_GAN: 2.994 G_L1: 3.788 D_real: 0.001 D_fake: 0.266 +(epoch: 44, iters: 44812, time: 0.310, data: 0.019) G_GAN: 4.234 G_L1: 5.139 D_real: 0.007 D_fake: 0.063 +(epoch: 44, iters: 44912, time: 0.404, data: 0.020) G_GAN: 3.930 G_L1: 4.776 D_real: 0.002 D_fake: 0.210 +(epoch: 44, iters: 45012, time: 0.300, data: 0.019) G_GAN: 4.657 G_L1: 5.193 D_real: 0.000 D_fake: 0.239 +(epoch: 44, iters: 45112, time: 0.295, data: 0.018) G_GAN: 4.257 G_L1: 3.852 D_real: 0.022 D_fake: 0.076 +(epoch: 44, iters: 45212, time: 0.287, data: 0.018) G_GAN: 4.876 G_L1: 5.451 D_real: 0.002 D_fake: 0.222 +(epoch: 44, iters: 45312, time: 0.546, data: 0.019) G_GAN: 5.149 G_L1: 5.647 D_real: 0.001 D_fake: 0.489 +(epoch: 44, iters: 45412, time: 0.304, data: 0.018) G_GAN: 2.994 G_L1: 5.995 D_real: 0.000 D_fake: 0.252 +(epoch: 44, iters: 45512, time: 0.292, data: 0.018) G_GAN: 3.009 G_L1: 6.177 D_real: 0.001 D_fake: 0.251 +(epoch: 44, iters: 45612, time: 0.305, data: 0.018) G_GAN: 5.111 G_L1: 11.548 D_real: 0.000 D_fake: 0.455 +(epoch: 44, iters: 45712, time: 0.416, data: 0.018) G_GAN: 3.091 G_L1: 4.748 D_real: 0.002 D_fake: 0.692 +(epoch: 44, iters: 45812, time: 0.300, data: 0.024) G_GAN: 2.036 G_L1: 4.923 D_real: 0.000 D_fake: 0.514 +(epoch: 44, iters: 45912, time: 0.296, data: 0.024) G_GAN: 3.698 G_L1: 4.207 D_real: 0.909 D_fake: 0.039 +(epoch: 44, iters: 46012, time: 0.311, data: 0.018) G_GAN: 4.175 G_L1: 5.646 D_real: 0.000 D_fake: 0.126 +(epoch: 44, iters: 46112, time: 0.411, data: 0.020) G_GAN: 2.919 G_L1: 4.692 D_real: 0.000 D_fake: 0.319 +(epoch: 44, iters: 46212, time: 0.304, data: 0.019) G_GAN: 2.546 G_L1: 5.049 D_real: 0.024 D_fake: 0.340 +(epoch: 44, iters: 46312, time: 0.301, data: 0.023) G_GAN: 3.096 G_L1: 4.202 D_real: 0.000 D_fake: 0.226 +(epoch: 44, iters: 46412, time: 0.297, data: 0.017) G_GAN: 4.492 G_L1: 5.084 D_real: 0.001 D_fake: 0.064 +(epoch: 44, iters: 46512, time: 0.412, data: 0.018) G_GAN: 3.874 G_L1: 4.537 D_real: 0.000 D_fake: 0.116 +(epoch: 44, iters: 46612, time: 0.301, data: 0.018) G_GAN: 3.563 G_L1: 3.228 D_real: 0.006 D_fake: 0.237 +(epoch: 44, iters: 46712, time: 0.304, data: 0.019) G_GAN: 3.886 G_L1: 6.932 D_real: 0.002 D_fake: 0.380 +(epoch: 44, iters: 46812, time: 0.297, data: 0.018) G_GAN: 3.024 G_L1: 5.868 D_real: 0.000 D_fake: 0.129 +(epoch: 44, iters: 46912, time: 0.411, data: 0.016) G_GAN: 2.552 G_L1: 4.051 D_real: 0.000 D_fake: 0.206 +(epoch: 44, iters: 47012, time: 0.308, data: 0.017) G_GAN: 2.265 G_L1: 5.942 D_real: 0.000 D_fake: 0.448 +(epoch: 44, iters: 47112, time: 0.303, data: 0.019) G_GAN: 2.345 G_L1: 5.198 D_real: 0.001 D_fake: 0.286 +(epoch: 44, iters: 47212, time: 0.301, data: 0.019) G_GAN: 3.187 G_L1: 5.450 D_real: 0.000 D_fake: 0.348 +(epoch: 44, iters: 47312, time: 0.597, data: 0.019) G_GAN: 2.783 G_L1: 4.449 D_real: 0.000 D_fake: 0.621 +(epoch: 44, iters: 47412, time: 0.283, data: 0.019) G_GAN: 1.865 G_L1: 4.515 D_real: 0.000 D_fake: 0.441 +(epoch: 44, iters: 47512, time: 0.290, data: 0.016) G_GAN: 3.126 G_L1: 5.009 D_real: 0.023 D_fake: 0.046 +(epoch: 44, iters: 47612, time: 0.304, data: 0.017) G_GAN: 2.748 G_L1: 5.192 D_real: 0.000 D_fake: 0.537 +(epoch: 44, iters: 47712, time: 0.413, data: 0.019) G_GAN: 2.339 G_L1: 4.031 D_real: 0.000 D_fake: 0.449 +(epoch: 44, iters: 47812, time: 0.295, data: 0.018) G_GAN: 2.842 G_L1: 4.512 D_real: 0.000 D_fake: 0.126 +(epoch: 44, iters: 47912, time: 0.287, data: 0.020) G_GAN: 2.606 G_L1: 5.261 D_real: 0.002 D_fake: 0.425 +(epoch: 44, iters: 48012, time: 0.301, data: 0.016) G_GAN: 3.003 G_L1: 4.021 D_real: 0.000 D_fake: 0.223 +(epoch: 44, iters: 48112, time: 0.412, data: 0.022) G_GAN: 2.065 G_L1: 4.416 D_real: 0.000 D_fake: 0.457 +(epoch: 44, iters: 48212, time: 0.300, data: 0.019) G_GAN: 1.829 G_L1: 4.573 D_real: 0.000 D_fake: 1.904 +(epoch: 44, iters: 48312, time: 0.286, data: 0.019) G_GAN: 2.958 G_L1: 5.923 D_real: 0.000 D_fake: 0.098 +(epoch: 44, iters: 48412, time: 0.291, data: 0.016) G_GAN: 2.898 G_L1: 6.465 D_real: 0.021 D_fake: 0.120 +(epoch: 44, iters: 48512, time: 0.426, data: 0.017) G_GAN: 4.240 G_L1: 5.715 D_real: 0.239 D_fake: 0.061 +(epoch: 44, iters: 48612, time: 0.295, data: 0.020) G_GAN: 2.484 G_L1: 4.896 D_real: 0.000 D_fake: 0.493 +(epoch: 44, iters: 48712, time: 0.301, data: 0.019) G_GAN: 2.097 G_L1: 3.642 D_real: 0.002 D_fake: 0.524 +(epoch: 44, iters: 48812, time: 0.287, data: 0.019) G_GAN: 2.695 G_L1: 5.260 D_real: 0.000 D_fake: 0.182 +(epoch: 44, iters: 48912, time: 0.408, data: 0.016) G_GAN: 2.925 G_L1: 5.630 D_real: 0.000 D_fake: 0.269 +(epoch: 44, iters: 49012, time: 0.300, data: 0.022) G_GAN: 1.186 G_L1: 6.622 D_real: 0.002 D_fake: 0.432 +(epoch: 44, iters: 49112, time: 0.299, data: 0.023) G_GAN: 2.351 G_L1: 4.125 D_real: 0.000 D_fake: 0.358 +(epoch: 44, iters: 49212, time: 0.301, data: 0.019) G_GAN: 3.043 G_L1: 4.547 D_real: 0.000 D_fake: 0.457 +(epoch: 44, iters: 49312, time: 0.568, data: 0.018) G_GAN: 2.540 G_L1: 4.695 D_real: 0.000 D_fake: 0.184 +(epoch: 44, iters: 49412, time: 0.290, data: 0.019) G_GAN: 1.950 G_L1: 3.717 D_real: 0.000 D_fake: 0.947 +(epoch: 44, iters: 49512, time: 0.305, data: 0.018) G_GAN: 4.236 G_L1: 8.675 D_real: 0.001 D_fake: 0.668 +(epoch: 44, iters: 49612, time: 0.301, data: 0.019) G_GAN: 2.281 G_L1: 4.692 D_real: 0.001 D_fake: 0.171 +(epoch: 44, iters: 49712, time: 0.388, data: 0.019) G_GAN: 3.736 G_L1: 3.842 D_real: 0.001 D_fake: 0.127 +(epoch: 44, iters: 49812, time: 0.284, data: 0.018) G_GAN: 1.866 G_L1: 4.713 D_real: 0.000 D_fake: 0.234 +(epoch: 44, iters: 49912, time: 0.297, data: 0.019) G_GAN: 1.965 G_L1: 3.231 D_real: 0.000 D_fake: 0.468 +(epoch: 44, iters: 50012, time: 0.303, data: 0.019) G_GAN: 2.214 G_L1: 4.699 D_real: 0.000 D_fake: 0.369 +(epoch: 44, iters: 50112, time: 0.420, data: 0.018) G_GAN: 1.726 G_L1: 4.760 D_real: 0.001 D_fake: 0.591 +(epoch: 44, iters: 50212, time: 0.300, data: 0.019) G_GAN: 1.927 G_L1: 4.319 D_real: 0.000 D_fake: 0.400 +(epoch: 44, iters: 50312, time: 0.304, data: 0.020) G_GAN: 2.883 G_L1: 5.072 D_real: 0.000 D_fake: 0.436 +(epoch: 44, iters: 50412, time: 0.290, data: 0.018) G_GAN: 2.305 G_L1: 4.429 D_real: 0.000 D_fake: 0.244 +(epoch: 44, iters: 50512, time: 0.422, data: 0.017) G_GAN: 2.256 G_L1: 3.854 D_real: 0.003 D_fake: 0.263 +(epoch: 44, iters: 50612, time: 0.297, data: 0.019) G_GAN: 1.342 G_L1: 4.283 D_real: 0.000 D_fake: 0.643 +(epoch: 44, iters: 50712, time: 0.300, data: 0.018) G_GAN: 3.300 G_L1: 5.108 D_real: 0.000 D_fake: 0.209 +(epoch: 44, iters: 50812, time: 0.303, data: 0.019) G_GAN: 2.203 G_L1: 3.413 D_real: 0.002 D_fake: 0.555 +(epoch: 44, iters: 50912, time: 0.371, data: 0.018) G_GAN: 2.302 G_L1: 4.466 D_real: 0.000 D_fake: 0.451 +(epoch: 44, iters: 51012, time: 0.280, data: 0.016) G_GAN: 2.398 G_L1: 5.296 D_real: 0.000 D_fake: 0.458 +(epoch: 44, iters: 51112, time: 0.295, data: 0.017) G_GAN: 2.763 G_L1: 4.717 D_real: 0.024 D_fake: 0.569 +(epoch: 44, iters: 51212, time: 0.294, data: 0.018) G_GAN: 3.430 G_L1: 4.303 D_real: 0.000 D_fake: 0.318 +(epoch: 44, iters: 51312, time: 0.540, data: 0.016) G_GAN: 2.428 G_L1: 4.631 D_real: 0.000 D_fake: 0.192 +(epoch: 44, iters: 51412, time: 0.295, data: 0.018) G_GAN: 2.206 G_L1: 3.294 D_real: 0.005 D_fake: 0.433 +(epoch: 44, iters: 51512, time: 0.300, data: 0.018) G_GAN: 1.614 G_L1: 4.800 D_real: 0.000 D_fake: 0.297 +(epoch: 44, iters: 51612, time: 0.295, data: 0.019) G_GAN: 3.352 G_L1: 4.850 D_real: 0.037 D_fake: 0.076 +(epoch: 44, iters: 51712, time: 0.409, data: 0.018) G_GAN: 2.014 G_L1: 2.493 D_real: 0.001 D_fake: 0.183 +(epoch: 44, iters: 51812, time: 0.303, data: 0.018) G_GAN: 2.903 G_L1: 5.468 D_real: 0.008 D_fake: 0.330 +(epoch: 44, iters: 51912, time: 0.299, data: 0.018) G_GAN: 2.907 G_L1: 6.656 D_real: 0.005 D_fake: 0.133 +(epoch: 44, iters: 52012, time: 0.301, data: 0.018) G_GAN: 2.727 G_L1: 5.486 D_real: 0.000 D_fake: 0.209 +(epoch: 44, iters: 52112, time: 0.413, data: 0.018) G_GAN: 2.120 G_L1: 3.588 D_real: 0.001 D_fake: 0.187 +(epoch: 44, iters: 52212, time: 0.297, data: 0.018) G_GAN: 2.460 G_L1: 4.655 D_real: 0.000 D_fake: 0.131 +(epoch: 44, iters: 52312, time: 0.296, data: 0.019) G_GAN: 1.680 G_L1: 3.235 D_real: 0.003 D_fake: 0.359 +(epoch: 44, iters: 52412, time: 0.300, data: 0.019) G_GAN: 1.739 G_L1: 3.898 D_real: 0.000 D_fake: 0.325 +(epoch: 44, iters: 52512, time: 0.415, data: 0.018) G_GAN: 2.001 G_L1: 4.860 D_real: 0.000 D_fake: 0.401 +(epoch: 44, iters: 52612, time: 0.288, data: 0.019) G_GAN: 3.102 G_L1: 5.726 D_real: 0.003 D_fake: 0.286 +(epoch: 44, iters: 52712, time: 0.302, data: 0.018) G_GAN: 2.830 G_L1: 5.340 D_real: 0.000 D_fake: 0.216 +(epoch: 44, iters: 52812, time: 0.285, data: 0.018) G_GAN: 3.745 G_L1: 3.822 D_real: 0.001 D_fake: 0.896 +(epoch: 44, iters: 52912, time: 0.399, data: 0.017) G_GAN: 2.542 G_L1: 4.553 D_real: 0.008 D_fake: 0.274 +(epoch: 44, iters: 53012, time: 0.302, data: 0.019) G_GAN: 3.451 G_L1: 7.757 D_real: 0.002 D_fake: 0.494 +(epoch: 44, iters: 53112, time: 0.302, data: 0.019) G_GAN: 3.687 G_L1: 4.676 D_real: 0.006 D_fake: 0.100 +(epoch: 44, iters: 53212, time: 0.304, data: 0.019) G_GAN: 1.848 G_L1: 4.175 D_real: 0.000 D_fake: 0.557 +(epoch: 44, iters: 53312, time: 0.517, data: 0.018) G_GAN: 1.777 G_L1: 4.233 D_real: 0.000 D_fake: 0.323 +(epoch: 44, iters: 53412, time: 0.293, data: 0.018) G_GAN: 2.249 G_L1: 5.392 D_real: 0.001 D_fake: 0.366 +(epoch: 44, iters: 53512, time: 0.296, data: 0.019) G_GAN: 2.176 G_L1: 5.283 D_real: 0.025 D_fake: 0.172 +(epoch: 44, iters: 53612, time: 0.304, data: 0.022) G_GAN: 2.154 G_L1: 4.141 D_real: 0.000 D_fake: 0.287 +(epoch: 44, iters: 53712, time: 0.397, data: 0.018) G_GAN: 2.297 G_L1: 4.270 D_real: 0.000 D_fake: 0.200 +(epoch: 44, iters: 53812, time: 0.299, data: 0.017) G_GAN: 3.022 G_L1: 5.624 D_real: 0.004 D_fake: 1.068 +(epoch: 44, iters: 53912, time: 0.297, data: 0.017) G_GAN: 4.099 G_L1: 4.101 D_real: 0.025 D_fake: 0.459 +(epoch: 44, iters: 54012, time: 0.296, data: 0.019) G_GAN: 3.686 G_L1: 3.077 D_real: 0.452 D_fake: 0.707 +(epoch: 44, iters: 54112, time: 0.422, data: 0.019) G_GAN: 3.796 G_L1: 5.723 D_real: 0.002 D_fake: 0.171 +(epoch: 44, iters: 54212, time: 0.304, data: 0.018) G_GAN: 3.575 G_L1: 2.718 D_real: 0.011 D_fake: 0.115 +(epoch: 44, iters: 54312, time: 0.306, data: 0.022) G_GAN: 3.281 G_L1: 5.574 D_real: 0.101 D_fake: 0.164 +(epoch: 44, iters: 54412, time: 0.295, data: 0.019) G_GAN: 3.667 G_L1: 5.376 D_real: 0.000 D_fake: 0.179 +(epoch: 44, iters: 54512, time: 0.395, data: 0.017) G_GAN: 3.956 G_L1: 5.156 D_real: 0.016 D_fake: 0.070 +(epoch: 44, iters: 54612, time: 0.308, data: 0.017) G_GAN: 2.619 G_L1: 5.747 D_real: 0.000 D_fake: 0.230 +(epoch: 44, iters: 54712, time: 0.310, data: 0.018) G_GAN: 2.776 G_L1: 4.410 D_real: 0.016 D_fake: 0.117 +(epoch: 44, iters: 54812, time: 0.304, data: 0.019) G_GAN: 2.693 G_L1: 5.011 D_real: 0.001 D_fake: 0.229 +(epoch: 44, iters: 54912, time: 0.409, data: 0.018) G_GAN: 4.139 G_L1: 5.333 D_real: 0.015 D_fake: 0.338 +(epoch: 44, iters: 55012, time: 0.300, data: 0.018) G_GAN: 2.817 G_L1: 5.389 D_real: 0.041 D_fake: 0.175 +(epoch: 44, iters: 55112, time: 0.303, data: 0.017) G_GAN: 1.535 G_L1: 3.720 D_real: 0.001 D_fake: 0.670 +(epoch: 44, iters: 55212, time: 0.292, data: 0.019) G_GAN: 4.661 G_L1: 7.653 D_real: 0.055 D_fake: 0.739 +(epoch: 44, iters: 55312, time: 0.582, data: 0.020) G_GAN: 3.367 G_L1: 2.996 D_real: 0.012 D_fake: 0.124 +(epoch: 44, iters: 55412, time: 0.294, data: 0.017) G_GAN: 3.737 G_L1: 2.608 D_real: 0.037 D_fake: 0.139 +(epoch: 44, iters: 55512, time: 0.301, data: 0.017) G_GAN: 4.245 G_L1: 4.645 D_real: 0.111 D_fake: 0.404 +(epoch: 44, iters: 55612, time: 0.292, data: 0.020) G_GAN: 4.363 G_L1: 3.909 D_real: 0.082 D_fake: 0.058 +(epoch: 44, iters: 55712, time: 0.406, data: 0.017) G_GAN: 3.546 G_L1: 4.003 D_real: 0.171 D_fake: 0.097 +(epoch: 44, iters: 55812, time: 0.289, data: 0.018) G_GAN: 4.772 G_L1: 3.624 D_real: 0.030 D_fake: 0.054 +(epoch: 44, iters: 55912, time: 0.299, data: 0.018) G_GAN: 5.502 G_L1: 5.791 D_real: 0.003 D_fake: 0.140 +(epoch: 44, iters: 56012, time: 0.300, data: 0.017) G_GAN: 4.233 G_L1: 5.250 D_real: 0.376 D_fake: 0.093 +(epoch: 44, iters: 56112, time: 0.384, data: 0.019) G_GAN: 5.893 G_L1: 3.914 D_real: 0.008 D_fake: 0.020 +(epoch: 44, iters: 56212, time: 0.302, data: 0.020) G_GAN: 4.623 G_L1: 3.865 D_real: 0.250 D_fake: 0.029 +(epoch: 44, iters: 56312, time: 0.303, data: 0.018) G_GAN: 3.779 G_L1: 6.964 D_real: 0.008 D_fake: 0.131 +(epoch: 44, iters: 56412, time: 0.293, data: 0.018) G_GAN: 3.343 G_L1: 4.554 D_real: 0.099 D_fake: 0.180 +(epoch: 44, iters: 56512, time: 0.415, data: 0.018) G_GAN: 4.066 G_L1: 3.343 D_real: 0.080 D_fake: 0.039 +(epoch: 44, iters: 56612, time: 0.294, data: 0.018) G_GAN: 3.678 G_L1: 4.506 D_real: 0.001 D_fake: 0.120 +(epoch: 44, iters: 56712, time: 0.295, data: 0.017) G_GAN: 4.596 G_L1: 5.123 D_real: 0.028 D_fake: 0.219 +(epoch: 44, iters: 56812, time: 0.291, data: 0.017) G_GAN: 5.837 G_L1: 4.971 D_real: 0.040 D_fake: 0.021 +(epoch: 44, iters: 56912, time: 0.404, data: 0.016) G_GAN: 4.837 G_L1: 4.777 D_real: 0.008 D_fake: 0.038 +(epoch: 44, iters: 57012, time: 0.296, data: 0.022) G_GAN: 3.719 G_L1: 2.705 D_real: 0.295 D_fake: 0.128 +(epoch: 44, iters: 57112, time: 0.301, data: 0.022) G_GAN: 3.506 G_L1: 3.205 D_real: 0.059 D_fake: 0.145 +(epoch: 44, iters: 57212, time: 0.303, data: 0.019) G_GAN: 5.256 G_L1: 5.884 D_real: 0.088 D_fake: 0.138 +(epoch: 44, iters: 57312, time: 0.532, data: 0.018) G_GAN: 4.457 G_L1: 5.503 D_real: 0.081 D_fake: 0.240 +(epoch: 44, iters: 57412, time: 0.299, data: 0.019) G_GAN: 4.607 G_L1: 3.931 D_real: 0.047 D_fake: 0.058 +(epoch: 44, iters: 57512, time: 0.284, data: 0.022) G_GAN: 4.384 G_L1: 5.044 D_real: 0.015 D_fake: 0.071 +(epoch: 44, iters: 57612, time: 0.289, data: 0.016) G_GAN: 3.379 G_L1: 2.686 D_real: 0.212 D_fake: 0.049 +(epoch: 44, iters: 57712, time: 0.388, data: 0.017) G_GAN: 5.250 G_L1: 4.450 D_real: 0.013 D_fake: 0.375 +(epoch: 44, iters: 57812, time: 0.299, data: 0.019) G_GAN: 4.687 G_L1: 4.316 D_real: 0.036 D_fake: 0.078 +(epoch: 44, iters: 57912, time: 0.303, data: 0.018) G_GAN: 5.026 G_L1: 5.703 D_real: 0.027 D_fake: 0.137 +(epoch: 44, iters: 58012, time: 0.303, data: 0.017) G_GAN: 4.053 G_L1: 3.889 D_real: 0.030 D_fake: 0.048 +(epoch: 44, iters: 58112, time: 0.407, data: 0.018) G_GAN: 4.380 G_L1: 4.162 D_real: 0.043 D_fake: 0.174 +(epoch: 44, iters: 58212, time: 0.299, data: 0.018) G_GAN: 4.183 G_L1: 4.311 D_real: 0.007 D_fake: 0.082 +(epoch: 44, iters: 58312, time: 0.287, data: 0.018) G_GAN: 4.315 G_L1: 3.768 D_real: 0.010 D_fake: 0.070 +(epoch: 44, iters: 58412, time: 0.300, data: 0.015) G_GAN: 3.993 G_L1: 3.885 D_real: 0.338 D_fake: 0.098 +(epoch: 44, iters: 58512, time: 0.413, data: 0.020) G_GAN: 1.965 G_L1: 3.003 D_real: 0.587 D_fake: 0.336 +(epoch: 44, iters: 58612, time: 0.290, data: 0.017) G_GAN: 5.042 G_L1: 4.099 D_real: 0.025 D_fake: 0.028 +(epoch: 44, iters: 58712, time: 0.303, data: 0.018) G_GAN: 4.623 G_L1: 3.809 D_real: 0.039 D_fake: 0.057 +(epoch: 44, iters: 58812, time: 0.304, data: 0.019) G_GAN: 3.900 G_L1: 3.517 D_real: 0.010 D_fake: 0.275 +(epoch: 44, iters: 58912, time: 0.407, data: 0.017) G_GAN: 3.854 G_L1: 5.197 D_real: 0.161 D_fake: 0.026 +(epoch: 44, iters: 59012, time: 0.292, data: 0.017) G_GAN: 3.629 G_L1: 3.305 D_real: 0.049 D_fake: 0.279 +(epoch: 44, iters: 59112, time: 0.285, data: 0.020) G_GAN: 4.158 G_L1: 5.163 D_real: 0.028 D_fake: 0.105 +(epoch: 44, iters: 59212, time: 0.297, data: 0.016) G_GAN: 5.300 G_L1: 4.302 D_real: 0.021 D_fake: 0.058 +(epoch: 44, iters: 59312, time: 0.535, data: 0.018) G_GAN: 6.401 G_L1: 3.175 D_real: 0.031 D_fake: 0.046 +(epoch: 44, iters: 59412, time: 0.293, data: 0.019) G_GAN: 4.444 G_L1: 4.557 D_real: 0.015 D_fake: 0.028 +(epoch: 44, iters: 59512, time: 0.306, data: 0.019) G_GAN: 6.025 G_L1: 4.706 D_real: 0.051 D_fake: 0.009 +(epoch: 44, iters: 59612, time: 0.302, data: 0.020) G_GAN: 5.085 G_L1: 3.778 D_real: 0.006 D_fake: 0.056 +(epoch: 44, iters: 59712, time: 0.428, data: 0.019) G_GAN: 3.249 G_L1: 4.802 D_real: 0.108 D_fake: 0.075 +(epoch: 44, iters: 59812, time: 0.301, data: 0.019) G_GAN: 4.477 G_L1: 3.510 D_real: 0.012 D_fake: 0.044 +(epoch: 44, iters: 59912, time: 0.299, data: 0.018) G_GAN: 3.002 G_L1: 2.157 D_real: 0.245 D_fake: 0.053 +(epoch: 44, iters: 60012, time: 0.310, data: 0.019) G_GAN: 3.624 G_L1: 4.960 D_real: 0.075 D_fake: 0.202 +(epoch: 45, iters: 96, time: 0.587, data: 0.018) G_GAN: 3.521 G_L1: 5.666 D_real: 0.015 D_fake: 0.066 +(epoch: 45, iters: 196, time: 0.298, data: 0.020) G_GAN: 2.994 G_L1: 3.638 D_real: 0.129 D_fake: 0.141 +(epoch: 45, iters: 296, time: 0.292, data: 0.019) G_GAN: 3.321 G_L1: 3.391 D_real: 0.062 D_fake: 0.178 +(epoch: 45, iters: 396, time: 0.300, data: 0.021) G_GAN: 3.806 G_L1: 3.387 D_real: 0.000 D_fake: 0.236 +(epoch: 45, iters: 496, time: 0.421, data: 0.020) G_GAN: 4.776 G_L1: 8.914 D_real: 0.042 D_fake: 0.236 +(epoch: 45, iters: 596, time: 0.306, data: 0.019) G_GAN: 3.000 G_L1: 4.090 D_real: 0.332 D_fake: 0.091 +(epoch: 45, iters: 696, time: 0.275, data: 0.019) G_GAN: 3.206 G_L1: 2.891 D_real: 0.119 D_fake: 0.330 +(epoch: 45, iters: 796, time: 0.306, data: 0.019) G_GAN: 3.031 G_L1: 2.721 D_real: 0.071 D_fake: 0.171 +(epoch: 45, iters: 896, time: 0.385, data: 0.019) G_GAN: 2.639 G_L1: 2.965 D_real: 0.660 D_fake: 0.048 +(epoch: 45, iters: 996, time: 0.307, data: 0.023) G_GAN: 5.302 G_L1: 3.501 D_real: 0.002 D_fake: 0.064 +(epoch: 45, iters: 1096, time: 0.295, data: 0.025) G_GAN: 3.561 G_L1: 3.088 D_real: 0.012 D_fake: 0.118 +(epoch: 45, iters: 1196, time: 0.300, data: 0.019) G_GAN: 4.092 G_L1: 3.717 D_real: 0.005 D_fake: 0.071 +(epoch: 45, iters: 1296, time: 0.520, data: 0.018) G_GAN: 3.490 G_L1: 2.660 D_real: 0.010 D_fake: 0.101 +(epoch: 45, iters: 1396, time: 0.303, data: 0.019) G_GAN: 2.879 G_L1: 7.678 D_real: 0.574 D_fake: 0.025 +(epoch: 45, iters: 1496, time: 0.291, data: 0.019) G_GAN: 4.258 G_L1: 3.978 D_real: 0.484 D_fake: 0.123 +(epoch: 45, iters: 1596, time: 0.304, data: 0.018) G_GAN: 5.336 G_L1: 8.331 D_real: 0.232 D_fake: 0.027 +(epoch: 45, iters: 1696, time: 0.378, data: 0.019) G_GAN: 5.314 G_L1: 3.864 D_real: 0.000 D_fake: 0.167 +(epoch: 45, iters: 1796, time: 0.305, data: 0.019) G_GAN: 3.215 G_L1: 3.191 D_real: 0.232 D_fake: 0.102 +(epoch: 45, iters: 1896, time: 0.302, data: 0.019) G_GAN: 3.397 G_L1: 3.337 D_real: 0.032 D_fake: 0.321 +(epoch: 45, iters: 1996, time: 0.283, data: 0.019) G_GAN: 5.389 G_L1: 4.878 D_real: 0.040 D_fake: 0.025 +(epoch: 45, iters: 2096, time: 0.418, data: 0.018) G_GAN: 6.381 G_L1: 4.124 D_real: 0.075 D_fake: 0.009 +(epoch: 45, iters: 2196, time: 0.298, data: 0.020) G_GAN: 2.526 G_L1: 2.234 D_real: 0.049 D_fake: 0.300 +(epoch: 45, iters: 2296, time: 0.301, data: 0.018) G_GAN: 4.780 G_L1: 3.500 D_real: 0.000 D_fake: 0.044 +(epoch: 45, iters: 2396, time: 0.282, data: 0.019) G_GAN: 4.270 G_L1: 5.836 D_real: 0.166 D_fake: 0.063 +(epoch: 45, iters: 2496, time: 0.417, data: 0.018) G_GAN: 4.366 G_L1: 7.514 D_real: 0.003 D_fake: 0.077 +(epoch: 45, iters: 2596, time: 0.299, data: 0.019) G_GAN: 4.449 G_L1: 3.733 D_real: 0.074 D_fake: 0.032 +(epoch: 45, iters: 2696, time: 0.304, data: 0.021) G_GAN: 2.595 G_L1: 5.573 D_real: 0.000 D_fake: 0.270 +(epoch: 45, iters: 2796, time: 0.303, data: 0.019) G_GAN: 3.387 G_L1: 3.780 D_real: 0.000 D_fake: 0.158 +(epoch: 45, iters: 2896, time: 0.419, data: 0.020) G_GAN: 4.116 G_L1: 4.748 D_real: 0.000 D_fake: 0.266 +(epoch: 45, iters: 2996, time: 0.301, data: 0.020) G_GAN: 4.521 G_L1: 14.925 D_real: 0.001 D_fake: 0.030 +(epoch: 45, iters: 3096, time: 0.302, data: 0.020) G_GAN: 5.782 G_L1: 4.248 D_real: 0.000 D_fake: 0.519 +(epoch: 45, iters: 3196, time: 0.296, data: 0.019) G_GAN: 3.874 G_L1: 3.167 D_real: 0.041 D_fake: 0.082 +(epoch: 45, iters: 3296, time: 0.563, data: 0.024) G_GAN: 4.507 G_L1: 3.950 D_real: 0.005 D_fake: 0.083 +(epoch: 45, iters: 3396, time: 0.300, data: 0.019) G_GAN: 6.815 G_L1: 4.598 D_real: 0.584 D_fake: 0.009 +(epoch: 45, iters: 3496, time: 0.291, data: 0.020) G_GAN: 6.246 G_L1: 3.409 D_real: 0.003 D_fake: 0.728 +(epoch: 45, iters: 3596, time: 0.299, data: 0.021) G_GAN: 4.279 G_L1: 2.588 D_real: 0.013 D_fake: 0.152 +(epoch: 45, iters: 3696, time: 0.421, data: 0.019) G_GAN: 4.130 G_L1: 3.322 D_real: 0.108 D_fake: 0.403 +(epoch: 45, iters: 3796, time: 0.297, data: 0.020) G_GAN: 3.341 G_L1: 5.110 D_real: 0.106 D_fake: 0.090 +(epoch: 45, iters: 3896, time: 0.307, data: 0.019) G_GAN: 4.838 G_L1: 5.359 D_real: 0.256 D_fake: 0.023 +(epoch: 45, iters: 3996, time: 0.292, data: 0.019) G_GAN: 4.892 G_L1: 5.255 D_real: 0.031 D_fake: 0.021 +(epoch: 45, iters: 4096, time: 0.418, data: 0.018) G_GAN: 4.962 G_L1: 5.653 D_real: 0.076 D_fake: 0.068 +(epoch: 45, iters: 4196, time: 0.298, data: 0.022) G_GAN: 3.488 G_L1: 3.695 D_real: 0.002 D_fake: 0.080 +(epoch: 45, iters: 4296, time: 0.304, data: 0.019) G_GAN: 4.611 G_L1: 5.705 D_real: 0.010 D_fake: 0.264 +(epoch: 45, iters: 4396, time: 0.307, data: 0.020) G_GAN: 3.893 G_L1: 2.986 D_real: 0.006 D_fake: 0.083 +(epoch: 45, iters: 4496, time: 0.411, data: 0.019) G_GAN: 4.051 G_L1: 3.458 D_real: 0.035 D_fake: 0.116 +(epoch: 45, iters: 4596, time: 0.298, data: 0.020) G_GAN: 3.597 G_L1: 3.814 D_real: 0.142 D_fake: 0.051 +(epoch: 45, iters: 4696, time: 0.302, data: 0.022) G_GAN: 3.538 G_L1: 3.985 D_real: 0.222 D_fake: 0.089 +(epoch: 45, iters: 4796, time: 0.295, data: 0.018) G_GAN: 5.302 G_L1: 6.252 D_real: 0.176 D_fake: 0.013 +(epoch: 45, iters: 4896, time: 0.375, data: 0.017) G_GAN: 4.315 G_L1: 4.106 D_real: 0.000 D_fake: 0.132 +(epoch: 45, iters: 4996, time: 0.301, data: 0.019) G_GAN: 5.599 G_L1: 3.424 D_real: 0.533 D_fake: 0.009 +(epoch: 45, iters: 5096, time: 0.300, data: 0.019) G_GAN: 2.844 G_L1: 2.778 D_real: 0.197 D_fake: 0.200 +(epoch: 45, iters: 5196, time: 0.295, data: 0.019) G_GAN: 4.374 G_L1: 3.676 D_real: 0.346 D_fake: 0.034 +(epoch: 45, iters: 5296, time: 0.577, data: 0.018) G_GAN: 4.659 G_L1: 6.276 D_real: 0.025 D_fake: 0.108 +(epoch: 45, iters: 5396, time: 0.307, data: 0.018) G_GAN: 4.358 G_L1: 4.958 D_real: 0.017 D_fake: 0.220 +(epoch: 45, iters: 5496, time: 0.296, data: 0.018) G_GAN: 3.532 G_L1: 4.241 D_real: 0.249 D_fake: 0.057 +(epoch: 45, iters: 5596, time: 0.295, data: 0.017) G_GAN: 3.408 G_L1: 4.640 D_real: 0.075 D_fake: 0.140 +(epoch: 45, iters: 5696, time: 0.407, data: 0.017) G_GAN: 4.192 G_L1: 4.335 D_real: 0.053 D_fake: 0.174 +(epoch: 45, iters: 5796, time: 0.288, data: 0.018) G_GAN: 4.575 G_L1: 3.224 D_real: 0.001 D_fake: 0.031 +(epoch: 45, iters: 5896, time: 0.303, data: 0.017) G_GAN: 4.809 G_L1: 3.646 D_real: 0.030 D_fake: 0.035 +(epoch: 45, iters: 5996, time: 0.304, data: 0.022) G_GAN: 4.330 G_L1: 4.154 D_real: 0.285 D_fake: 0.053 +(epoch: 45, iters: 6096, time: 0.387, data: 0.018) G_GAN: 6.082 G_L1: 4.811 D_real: 0.062 D_fake: 0.009 +(epoch: 45, iters: 6196, time: 0.295, data: 0.018) G_GAN: 5.349 G_L1: 4.828 D_real: 0.006 D_fake: 0.079 +(epoch: 45, iters: 6296, time: 0.305, data: 0.021) G_GAN: 3.928 G_L1: 2.650 D_real: 0.214 D_fake: 0.407 +(epoch: 45, iters: 6396, time: 0.304, data: 0.019) G_GAN: 2.809 G_L1: 5.332 D_real: 0.101 D_fake: 0.147 +(epoch: 45, iters: 6496, time: 0.415, data: 0.017) G_GAN: 4.558 G_L1: 4.446 D_real: 0.181 D_fake: 0.020 +(epoch: 45, iters: 6596, time: 0.292, data: 0.018) G_GAN: 3.939 G_L1: 4.387 D_real: 0.091 D_fake: 0.061 +(epoch: 45, iters: 6696, time: 0.298, data: 0.015) G_GAN: 3.859 G_L1: 3.306 D_real: 0.018 D_fake: 0.218 +(epoch: 45, iters: 6796, time: 0.298, data: 0.018) G_GAN: 3.197 G_L1: 3.535 D_real: 0.174 D_fake: 0.202 +(epoch: 45, iters: 6896, time: 0.384, data: 0.017) G_GAN: 2.646 G_L1: 9.763 D_real: 0.127 D_fake: 0.132 +(epoch: 45, iters: 6996, time: 0.287, data: 0.022) G_GAN: 5.220 G_L1: 3.676 D_real: 0.310 D_fake: 0.016 +(epoch: 45, iters: 7096, time: 0.290, data: 0.016) G_GAN: 3.089 G_L1: 2.837 D_real: 0.001 D_fake: 0.097 +(epoch: 45, iters: 7196, time: 0.308, data: 0.017) G_GAN: 3.853 G_L1: 4.047 D_real: 0.097 D_fake: 0.186 +(epoch: 45, iters: 7296, time: 0.583, data: 0.024) G_GAN: 4.486 G_L1: 3.225 D_real: 0.001 D_fake: 0.069 +(epoch: 45, iters: 7396, time: 0.308, data: 0.017) G_GAN: 3.887 G_L1: 4.442 D_real: 0.833 D_fake: 0.200 +(epoch: 45, iters: 7496, time: 0.299, data: 0.018) G_GAN: 5.498 G_L1: 3.967 D_real: 0.014 D_fake: 0.252 +(epoch: 45, iters: 7596, time: 0.303, data: 0.017) G_GAN: 5.265 G_L1: 4.568 D_real: 0.017 D_fake: 0.040 +(epoch: 45, iters: 7696, time: 0.396, data: 0.018) G_GAN: 7.166 G_L1: 7.365 D_real: 0.029 D_fake: 0.053 +(epoch: 45, iters: 7796, time: 0.293, data: 0.017) G_GAN: 6.020 G_L1: 4.052 D_real: 0.012 D_fake: 0.013 +(epoch: 45, iters: 7896, time: 0.298, data: 0.016) G_GAN: 4.655 G_L1: 4.157 D_real: 0.004 D_fake: 0.040 +(epoch: 45, iters: 7996, time: 0.290, data: 0.019) G_GAN: 4.612 G_L1: 3.645 D_real: 0.052 D_fake: 0.107 +(epoch: 45, iters: 8096, time: 0.428, data: 0.016) G_GAN: 10.006 G_L1: 7.088 D_real: 0.024 D_fake: 0.016 +(epoch: 45, iters: 8196, time: 0.304, data: 0.019) G_GAN: 4.061 G_L1: 2.522 D_real: 0.225 D_fake: 0.557 +(epoch: 45, iters: 8296, time: 0.302, data: 0.018) G_GAN: 5.383 G_L1: 5.821 D_real: 0.010 D_fake: 0.360 +(epoch: 45, iters: 8396, time: 0.302, data: 0.018) G_GAN: 5.397 G_L1: 3.799 D_real: 0.055 D_fake: 0.027 +(epoch: 45, iters: 8496, time: 0.400, data: 0.017) G_GAN: 3.549 G_L1: 3.590 D_real: 0.108 D_fake: 0.167 +(epoch: 45, iters: 8596, time: 0.302, data: 0.019) G_GAN: 4.654 G_L1: 4.968 D_real: 0.058 D_fake: 0.178 +(epoch: 45, iters: 8696, time: 0.304, data: 0.018) G_GAN: 4.201 G_L1: 4.340 D_real: 0.037 D_fake: 0.122 +(epoch: 45, iters: 8796, time: 0.303, data: 0.019) G_GAN: 5.171 G_L1: 3.506 D_real: 0.072 D_fake: 0.064 +(epoch: 45, iters: 8896, time: 0.414, data: 0.019) G_GAN: 5.267 G_L1: 3.872 D_real: 0.012 D_fake: 0.040 +(epoch: 45, iters: 8996, time: 0.288, data: 0.020) G_GAN: 4.729 G_L1: 2.767 D_real: 0.002 D_fake: 0.054 +(epoch: 45, iters: 9096, time: 0.292, data: 0.017) G_GAN: 5.117 G_L1: 3.871 D_real: 0.016 D_fake: 0.091 +(epoch: 45, iters: 9196, time: 0.296, data: 0.017) G_GAN: 5.375 G_L1: 5.203 D_real: 0.003 D_fake: 0.173 +(epoch: 45, iters: 9296, time: 0.521, data: 0.022) G_GAN: 5.329 G_L1: 3.902 D_real: 0.026 D_fake: 0.049 +(epoch: 45, iters: 9396, time: 0.290, data: 0.020) G_GAN: 3.974 G_L1: 3.894 D_real: 0.465 D_fake: 0.009 +(epoch: 45, iters: 9496, time: 0.296, data: 0.017) G_GAN: 4.071 G_L1: 4.208 D_real: 0.266 D_fake: 0.082 +(epoch: 45, iters: 9596, time: 0.299, data: 0.017) G_GAN: 3.945 G_L1: 7.382 D_real: 0.013 D_fake: 0.210 +(epoch: 45, iters: 9696, time: 0.422, data: 0.021) G_GAN: 6.857 G_L1: 4.923 D_real: 0.003 D_fake: 0.021 +(epoch: 45, iters: 9796, time: 0.295, data: 0.019) G_GAN: 4.563 G_L1: 3.026 D_real: 0.088 D_fake: 0.104 +(epoch: 45, iters: 9896, time: 0.302, data: 0.017) G_GAN: 3.067 G_L1: 3.372 D_real: 0.073 D_fake: 0.319 +(epoch: 45, iters: 9996, time: 0.289, data: 0.024) G_GAN: 4.624 G_L1: 3.096 D_real: 0.265 D_fake: 0.036 +(epoch: 45, iters: 10096, time: 0.424, data: 0.017) G_GAN: 4.323 G_L1: 4.226 D_real: 0.162 D_fake: 0.048 +(epoch: 45, iters: 10196, time: 0.307, data: 0.019) G_GAN: 8.552 G_L1: 4.083 D_real: 0.010 D_fake: 0.008 +(epoch: 45, iters: 10296, time: 0.296, data: 0.018) G_GAN: 3.412 G_L1: 2.351 D_real: 0.167 D_fake: 0.086 +(epoch: 45, iters: 10396, time: 0.302, data: 0.022) G_GAN: 3.749 G_L1: 4.013 D_real: 0.103 D_fake: 0.124 +(epoch: 45, iters: 10496, time: 0.390, data: 0.020) G_GAN: 4.582 G_L1: 3.353 D_real: 0.029 D_fake: 0.023 +(epoch: 45, iters: 10596, time: 0.301, data: 0.019) G_GAN: 3.260 G_L1: 5.687 D_real: 0.728 D_fake: 0.043 +(epoch: 45, iters: 10696, time: 0.306, data: 0.017) G_GAN: 5.850 G_L1: 5.066 D_real: 0.001 D_fake: 0.066 +(epoch: 45, iters: 10796, time: 0.303, data: 0.017) G_GAN: 3.076 G_L1: 4.229 D_real: 0.335 D_fake: 0.038 +(epoch: 45, iters: 10896, time: 0.426, data: 0.020) G_GAN: 5.995 G_L1: 3.077 D_real: 0.051 D_fake: 0.006 +(epoch: 45, iters: 10996, time: 0.300, data: 0.019) G_GAN: 4.081 G_L1: 5.836 D_real: 0.010 D_fake: 0.449 +(epoch: 45, iters: 11096, time: 0.296, data: 0.018) G_GAN: 5.635 G_L1: 4.870 D_real: 0.014 D_fake: 0.033 +(epoch: 45, iters: 11196, time: 0.302, data: 0.018) G_GAN: 5.680 G_L1: 4.339 D_real: 0.068 D_fake: 0.041 +(epoch: 45, iters: 11296, time: 0.561, data: 0.021) G_GAN: 3.945 G_L1: 4.020 D_real: 0.036 D_fake: 0.093 +(epoch: 45, iters: 11396, time: 0.280, data: 0.018) G_GAN: 5.881 G_L1: 5.534 D_real: 0.049 D_fake: 0.009 +(epoch: 45, iters: 11496, time: 0.293, data: 0.022) G_GAN: 4.106 G_L1: 5.691 D_real: 0.042 D_fake: 0.139 +(epoch: 45, iters: 11596, time: 0.300, data: 0.018) G_GAN: 4.856 G_L1: 5.836 D_real: 0.161 D_fake: 0.093 +(epoch: 45, iters: 11696, time: 0.423, data: 0.018) G_GAN: 4.398 G_L1: 4.739 D_real: 0.007 D_fake: 0.133 +(epoch: 45, iters: 11796, time: 0.298, data: 0.019) G_GAN: 5.230 G_L1: 5.906 D_real: 0.018 D_fake: 0.034 +(epoch: 45, iters: 11896, time: 0.302, data: 0.019) G_GAN: 5.167 G_L1: 5.763 D_real: 0.029 D_fake: 0.021 +(epoch: 45, iters: 11996, time: 0.304, data: 0.021) G_GAN: 4.621 G_L1: 3.394 D_real: 0.057 D_fake: 0.123 +(epoch: 45, iters: 12096, time: 0.392, data: 0.019) G_GAN: 6.426 G_L1: 3.221 D_real: 0.017 D_fake: 0.149 +(epoch: 45, iters: 12196, time: 0.300, data: 0.018) G_GAN: 4.879 G_L1: 4.435 D_real: 0.005 D_fake: 0.090 +(epoch: 45, iters: 12296, time: 0.297, data: 0.018) G_GAN: 6.488 G_L1: 3.456 D_real: 0.007 D_fake: 0.138 +(epoch: 45, iters: 12396, time: 0.298, data: 0.018) G_GAN: 5.168 G_L1: 4.288 D_real: 0.051 D_fake: 0.050 +(epoch: 45, iters: 12496, time: 0.426, data: 0.020) G_GAN: 4.453 G_L1: 2.871 D_real: 0.235 D_fake: 0.028 +(epoch: 45, iters: 12596, time: 0.301, data: 0.020) G_GAN: 5.491 G_L1: 2.814 D_real: 0.011 D_fake: 0.013 +(epoch: 45, iters: 12696, time: 0.302, data: 0.018) G_GAN: 4.707 G_L1: 3.509 D_real: 0.019 D_fake: 0.160 +(epoch: 45, iters: 12796, time: 0.301, data: 0.018) G_GAN: 5.261 G_L1: 3.402 D_real: 0.009 D_fake: 0.026 +(epoch: 45, iters: 12896, time: 0.419, data: 0.019) G_GAN: 5.389 G_L1: 2.887 D_real: 0.163 D_fake: 0.018 +(epoch: 45, iters: 12996, time: 0.303, data: 0.019) G_GAN: 4.071 G_L1: 3.644 D_real: 0.176 D_fake: 0.071 +(epoch: 45, iters: 13096, time: 0.299, data: 0.018) G_GAN: 4.700 G_L1: 4.462 D_real: 0.109 D_fake: 0.124 +(epoch: 45, iters: 13196, time: 0.303, data: 0.018) G_GAN: 6.397 G_L1: 5.123 D_real: 0.545 D_fake: 0.101 +(epoch: 45, iters: 13296, time: 0.588, data: 0.019) G_GAN: 5.223 G_L1: 4.651 D_real: 0.004 D_fake: 0.079 +(epoch: 45, iters: 13396, time: 0.296, data: 0.018) G_GAN: 3.201 G_L1: 3.524 D_real: 0.151 D_fake: 0.124 +(epoch: 45, iters: 13496, time: 0.306, data: 0.018) G_GAN: 3.875 G_L1: 4.399 D_real: 0.002 D_fake: 0.281 +(epoch: 45, iters: 13596, time: 0.296, data: 0.018) G_GAN: 3.222 G_L1: 2.548 D_real: 0.004 D_fake: 0.200 +(epoch: 45, iters: 13696, time: 0.419, data: 0.018) G_GAN: 3.972 G_L1: 6.240 D_real: 0.059 D_fake: 0.101 +(epoch: 45, iters: 13796, time: 0.301, data: 0.019) G_GAN: 3.461 G_L1: 5.183 D_real: 0.467 D_fake: 0.044 +(epoch: 45, iters: 13896, time: 0.300, data: 0.019) G_GAN: 4.720 G_L1: 3.335 D_real: 0.138 D_fake: 0.115 +(epoch: 45, iters: 13996, time: 0.303, data: 0.018) G_GAN: 5.122 G_L1: 5.369 D_real: 0.163 D_fake: 0.082 +(epoch: 45, iters: 14096, time: 0.403, data: 0.018) G_GAN: 4.930 G_L1: 2.988 D_real: 0.046 D_fake: 0.095 +(epoch: 45, iters: 14196, time: 0.305, data: 0.020) G_GAN: 4.690 G_L1: 7.302 D_real: 0.009 D_fake: 0.058 +(epoch: 45, iters: 14296, time: 0.290, data: 0.018) G_GAN: 5.590 G_L1: 3.888 D_real: 0.005 D_fake: 0.096 +(epoch: 45, iters: 14396, time: 0.290, data: 0.019) G_GAN: 4.236 G_L1: 3.410 D_real: 0.026 D_fake: 0.051 +(epoch: 45, iters: 14496, time: 0.422, data: 0.015) G_GAN: 5.089 G_L1: 4.306 D_real: 0.048 D_fake: 0.042 +(epoch: 45, iters: 14596, time: 0.301, data: 0.019) G_GAN: 4.481 G_L1: 3.775 D_real: 0.008 D_fake: 0.049 +(epoch: 45, iters: 14696, time: 0.305, data: 0.018) G_GAN: 4.136 G_L1: 4.467 D_real: 0.115 D_fake: 0.152 +(epoch: 45, iters: 14796, time: 0.304, data: 0.020) G_GAN: 6.026 G_L1: 3.594 D_real: 0.241 D_fake: 0.003 +(epoch: 45, iters: 14896, time: 0.394, data: 0.020) G_GAN: 3.824 G_L1: 3.072 D_real: 0.520 D_fake: 0.096 +(epoch: 45, iters: 14996, time: 0.302, data: 0.019) G_GAN: 3.593 G_L1: 3.228 D_real: 0.002 D_fake: 0.090 +(epoch: 45, iters: 15096, time: 0.305, data: 0.018) G_GAN: 4.998 G_L1: 2.726 D_real: 0.033 D_fake: 0.027 +(epoch: 45, iters: 15196, time: 0.295, data: 0.022) G_GAN: 4.702 G_L1: 3.701 D_real: 0.025 D_fake: 0.046 +(epoch: 45, iters: 15296, time: 0.578, data: 0.019) G_GAN: 3.212 G_L1: 3.369 D_real: 0.242 D_fake: 0.051 +(epoch: 45, iters: 15396, time: 0.295, data: 0.019) G_GAN: 3.948 G_L1: 4.023 D_real: 0.012 D_fake: 0.059 +(epoch: 45, iters: 15496, time: 0.301, data: 0.019) G_GAN: 5.924 G_L1: 8.712 D_real: 0.031 D_fake: 0.057 +(epoch: 45, iters: 15596, time: 0.308, data: 0.021) G_GAN: 7.298 G_L1: 4.272 D_real: 0.048 D_fake: 0.007 +(epoch: 45, iters: 15696, time: 0.415, data: 0.023) G_GAN: 4.301 G_L1: 3.759 D_real: 0.017 D_fake: 0.212 +(epoch: 45, iters: 15796, time: 0.296, data: 0.019) G_GAN: 5.255 G_L1: 6.420 D_real: 0.001 D_fake: 0.031 +(epoch: 45, iters: 15896, time: 0.305, data: 0.022) G_GAN: 5.314 G_L1: 3.685 D_real: 0.011 D_fake: 0.353 +(epoch: 45, iters: 15996, time: 0.305, data: 0.018) G_GAN: 5.251 G_L1: 4.118 D_real: 0.300 D_fake: 0.012 +(epoch: 45, iters: 16096, time: 0.427, data: 0.020) G_GAN: 8.379 G_L1: 7.714 D_real: 0.114 D_fake: 0.228 +(epoch: 45, iters: 16196, time: 0.299, data: 0.019) G_GAN: 4.236 G_L1: 4.042 D_real: 0.045 D_fake: 0.189 +(epoch: 45, iters: 16296, time: 0.296, data: 0.018) G_GAN: 4.064 G_L1: 4.428 D_real: 0.207 D_fake: 0.208 +(epoch: 45, iters: 16396, time: 0.303, data: 0.019) G_GAN: 4.573 G_L1: 2.988 D_real: 0.013 D_fake: 0.318 +(epoch: 45, iters: 16496, time: 0.408, data: 0.020) G_GAN: 3.098 G_L1: 2.715 D_real: 0.279 D_fake: 0.058 +(epoch: 45, iters: 16596, time: 0.301, data: 0.019) G_GAN: 5.149 G_L1: 4.342 D_real: 0.001 D_fake: 0.061 +(epoch: 45, iters: 16696, time: 0.294, data: 0.018) G_GAN: 5.776 G_L1: 4.784 D_real: 0.153 D_fake: 0.007 +(epoch: 45, iters: 16796, time: 0.285, data: 0.018) G_GAN: 5.739 G_L1: 3.806 D_real: 0.047 D_fake: 0.033 +(epoch: 45, iters: 16896, time: 0.431, data: 0.017) G_GAN: 5.070 G_L1: 3.330 D_real: 0.005 D_fake: 0.069 +(epoch: 45, iters: 16996, time: 0.302, data: 0.023) G_GAN: 3.541 G_L1: 4.185 D_real: 0.002 D_fake: 0.195 +(epoch: 45, iters: 17096, time: 0.296, data: 0.019) G_GAN: 6.443 G_L1: 3.743 D_real: 0.001 D_fake: 0.009 +(epoch: 45, iters: 17196, time: 0.299, data: 0.017) G_GAN: 4.589 G_L1: 3.390 D_real: 0.131 D_fake: 0.046 +(epoch: 45, iters: 17296, time: 0.545, data: 0.017) G_GAN: 4.772 G_L1: 4.047 D_real: 0.056 D_fake: 0.354 +(epoch: 45, iters: 17396, time: 0.293, data: 0.019) G_GAN: 4.658 G_L1: 7.324 D_real: 0.118 D_fake: 0.032 +(epoch: 45, iters: 17496, time: 0.301, data: 0.020) G_GAN: 7.817 G_L1: 5.628 D_real: 0.001 D_fake: 0.069 +(epoch: 45, iters: 17596, time: 0.299, data: 0.021) G_GAN: 5.994 G_L1: 6.272 D_real: 0.087 D_fake: 0.018 +(epoch: 45, iters: 17696, time: 0.411, data: 0.019) G_GAN: 5.552 G_L1: 4.549 D_real: 0.017 D_fake: 0.018 +(epoch: 45, iters: 17796, time: 0.294, data: 0.018) G_GAN: 8.179 G_L1: 4.915 D_real: 0.005 D_fake: 0.006 +(epoch: 45, iters: 17896, time: 0.305, data: 0.018) G_GAN: 4.729 G_L1: 3.718 D_real: 0.001 D_fake: 0.089 +(epoch: 45, iters: 17996, time: 0.304, data: 0.019) G_GAN: 9.503 G_L1: 4.926 D_real: 0.002 D_fake: 0.049 +(epoch: 45, iters: 18096, time: 0.421, data: 0.019) G_GAN: 10.079 G_L1: 4.974 D_real: 0.006 D_fake: 0.002 +(epoch: 45, iters: 18196, time: 0.291, data: 0.020) G_GAN: 9.706 G_L1: 8.835 D_real: 0.030 D_fake: 0.002 +(epoch: 45, iters: 18296, time: 0.294, data: 0.017) G_GAN: 5.103 G_L1: 3.958 D_real: 0.002 D_fake: 0.021 +(epoch: 45, iters: 18396, time: 0.304, data: 0.020) G_GAN: 4.158 G_L1: 4.893 D_real: 0.000 D_fake: 0.080 +(epoch: 45, iters: 18496, time: 0.410, data: 0.019) G_GAN: 4.877 G_L1: 4.138 D_real: 0.333 D_fake: 0.019 +(epoch: 45, iters: 18596, time: 0.285, data: 0.019) G_GAN: 4.235 G_L1: 2.155 D_real: 0.001 D_fake: 0.135 +(epoch: 45, iters: 18696, time: 0.302, data: 0.018) G_GAN: 5.186 G_L1: 5.408 D_real: 0.000 D_fake: 0.061 +(epoch: 45, iters: 18796, time: 0.290, data: 0.019) G_GAN: 6.440 G_L1: 4.556 D_real: 0.027 D_fake: 0.022 +(epoch: 45, iters: 18896, time: 0.405, data: 0.019) G_GAN: 7.135 G_L1: 5.724 D_real: 0.000 D_fake: 0.004 +(epoch: 45, iters: 18996, time: 0.294, data: 0.019) G_GAN: 4.331 G_L1: 4.806 D_real: 0.000 D_fake: 0.124 +(epoch: 45, iters: 19096, time: 0.301, data: 0.018) G_GAN: 5.416 G_L1: 6.495 D_real: 0.000 D_fake: 0.015 +(epoch: 45, iters: 19196, time: 0.303, data: 0.018) G_GAN: 6.411 G_L1: 9.489 D_real: 0.008 D_fake: 0.124 +(epoch: 45, iters: 19296, time: 0.574, data: 0.022) G_GAN: 5.488 G_L1: 6.500 D_real: 0.000 D_fake: 0.039 +(epoch: 45, iters: 19396, time: 0.292, data: 0.019) G_GAN: 6.752 G_L1: 3.369 D_real: 0.000 D_fake: 0.048 +(epoch: 45, iters: 19496, time: 0.295, data: 0.021) G_GAN: 3.688 G_L1: 3.194 D_real: 0.176 D_fake: 0.067 +(epoch: 45, iters: 19596, time: 0.297, data: 0.021) G_GAN: 3.624 G_L1: 5.065 D_real: 0.000 D_fake: 0.242 +(epoch: 45, iters: 19696, time: 0.418, data: 0.018) G_GAN: 3.519 G_L1: 4.936 D_real: 0.003 D_fake: 0.035 +(epoch: 45, iters: 19796, time: 0.288, data: 0.021) G_GAN: 3.827 G_L1: 4.600 D_real: 0.000 D_fake: 0.117 +(epoch: 45, iters: 19896, time: 0.307, data: 0.017) G_GAN: 5.316 G_L1: 3.326 D_real: 0.000 D_fake: 0.592 +(epoch: 45, iters: 19996, time: 0.305, data: 0.018) G_GAN: 2.792 G_L1: 4.416 D_real: 0.000 D_fake: 0.118 +(epoch: 45, iters: 20096, time: 0.410, data: 0.019) G_GAN: 3.811 G_L1: 2.486 D_real: 0.084 D_fake: 0.167 +(epoch: 45, iters: 20196, time: 0.297, data: 0.022) G_GAN: 3.040 G_L1: 3.618 D_real: 0.000 D_fake: 0.832 +(epoch: 45, iters: 20296, time: 0.303, data: 0.018) G_GAN: 3.771 G_L1: 5.692 D_real: 0.001 D_fake: 0.249 +(epoch: 45, iters: 20396, time: 0.291, data: 0.018) G_GAN: 3.304 G_L1: 4.379 D_real: 0.060 D_fake: 0.285 +(epoch: 45, iters: 20496, time: 0.385, data: 0.019) G_GAN: 4.811 G_L1: 3.846 D_real: 0.000 D_fake: 0.087 +(epoch: 45, iters: 20596, time: 0.295, data: 0.018) G_GAN: 5.007 G_L1: 3.881 D_real: 0.003 D_fake: 0.023 +(epoch: 45, iters: 20696, time: 0.303, data: 0.018) G_GAN: 3.811 G_L1: 3.772 D_real: 0.001 D_fake: 0.071 +(epoch: 45, iters: 20796, time: 0.304, data: 0.019) G_GAN: 4.971 G_L1: 5.021 D_real: 0.000 D_fake: 0.142 +(epoch: 45, iters: 20896, time: 0.402, data: 0.019) G_GAN: 3.591 G_L1: 5.241 D_real: 0.092 D_fake: 0.399 +(epoch: 45, iters: 20996, time: 0.297, data: 0.021) G_GAN: 4.208 G_L1: 5.224 D_real: 0.000 D_fake: 0.194 +(epoch: 45, iters: 21096, time: 0.306, data: 0.018) G_GAN: 3.737 G_L1: 6.418 D_real: 0.000 D_fake: 0.059 +(epoch: 45, iters: 21196, time: 0.298, data: 0.023) G_GAN: 3.060 G_L1: 4.312 D_real: 0.002 D_fake: 0.162 +(epoch: 45, iters: 21296, time: 0.562, data: 0.017) G_GAN: 4.607 G_L1: 6.051 D_real: 0.000 D_fake: 0.282 +(epoch: 45, iters: 21396, time: 0.288, data: 0.019) G_GAN: 3.145 G_L1: 4.747 D_real: 0.005 D_fake: 0.108 +(epoch: 45, iters: 21496, time: 0.306, data: 0.020) G_GAN: 4.598 G_L1: 4.282 D_real: 0.001 D_fake: 0.211 +(epoch: 45, iters: 21596, time: 0.296, data: 0.020) G_GAN: 3.510 G_L1: 6.137 D_real: 0.000 D_fake: 0.379 +(epoch: 45, iters: 21696, time: 0.414, data: 0.018) G_GAN: 4.772 G_L1: 5.053 D_real: 0.000 D_fake: 0.033 +(epoch: 45, iters: 21796, time: 0.297, data: 0.018) G_GAN: 4.283 G_L1: 4.713 D_real: 0.001 D_fake: 0.081 +(epoch: 45, iters: 21896, time: 0.294, data: 0.018) G_GAN: 4.241 G_L1: 4.986 D_real: 0.206 D_fake: 0.305 +(epoch: 45, iters: 21996, time: 0.291, data: 0.021) G_GAN: 4.471 G_L1: 6.530 D_real: 0.000 D_fake: 0.156 +(epoch: 45, iters: 22096, time: 0.425, data: 0.018) G_GAN: 4.370 G_L1: 6.019 D_real: 0.000 D_fake: 0.561 +(epoch: 45, iters: 22196, time: 0.299, data: 0.018) G_GAN: 2.918 G_L1: 5.033 D_real: 0.000 D_fake: 0.378 +(epoch: 45, iters: 22296, time: 0.305, data: 0.025) G_GAN: 4.322 G_L1: 6.685 D_real: 0.001 D_fake: 1.773 +(epoch: 45, iters: 22396, time: 0.305, data: 0.019) G_GAN: 3.280 G_L1: 7.757 D_real: 0.043 D_fake: 0.096 +(epoch: 45, iters: 22496, time: 0.417, data: 0.020) G_GAN: 2.373 G_L1: 3.687 D_real: 0.000 D_fake: 0.385 +(epoch: 45, iters: 22596, time: 0.298, data: 0.019) G_GAN: 3.351 G_L1: 5.191 D_real: 0.000 D_fake: 0.330 +(epoch: 45, iters: 22696, time: 0.299, data: 0.017) G_GAN: 1.874 G_L1: 4.775 D_real: 0.000 D_fake: 0.475 +(epoch: 45, iters: 22796, time: 0.297, data: 0.016) G_GAN: 2.160 G_L1: 4.476 D_real: 0.008 D_fake: 0.473 +(epoch: 45, iters: 22896, time: 0.412, data: 0.018) G_GAN: 2.903 G_L1: 4.820 D_real: 0.000 D_fake: 0.310 +(epoch: 45, iters: 22996, time: 0.284, data: 0.017) G_GAN: 4.012 G_L1: 6.326 D_real: 0.000 D_fake: 0.256 +(epoch: 45, iters: 23096, time: 0.302, data: 0.019) G_GAN: 2.482 G_L1: 6.278 D_real: 0.000 D_fake: 0.441 +(epoch: 45, iters: 23196, time: 0.294, data: 0.018) G_GAN: 3.355 G_L1: 4.642 D_real: 0.000 D_fake: 0.069 +(epoch: 45, iters: 23296, time: 0.566, data: 0.019) G_GAN: 3.417 G_L1: 4.156 D_real: 0.000 D_fake: 0.382 +(epoch: 45, iters: 23396, time: 0.302, data: 0.018) G_GAN: 2.310 G_L1: 5.542 D_real: 0.000 D_fake: 0.223 +(epoch: 45, iters: 23496, time: 0.303, data: 0.019) G_GAN: 2.404 G_L1: 4.417 D_real: 0.001 D_fake: 0.089 +(epoch: 45, iters: 23596, time: 0.295, data: 0.018) G_GAN: 3.073 G_L1: 3.842 D_real: 0.000 D_fake: 0.335 +(epoch: 45, iters: 23696, time: 0.396, data: 0.019) G_GAN: 3.250 G_L1: 3.904 D_real: 0.000 D_fake: 0.101 +(epoch: 45, iters: 23796, time: 0.297, data: 0.019) G_GAN: 2.795 G_L1: 4.178 D_real: 0.001 D_fake: 0.170 +(epoch: 45, iters: 23896, time: 0.285, data: 0.018) G_GAN: 3.331 G_L1: 7.630 D_real: 0.002 D_fake: 1.253 +(epoch: 45, iters: 23996, time: 0.304, data: 0.023) G_GAN: 2.409 G_L1: 3.804 D_real: 0.000 D_fake: 0.277 +(epoch: 45, iters: 24096, time: 0.400, data: 0.017) G_GAN: 1.050 G_L1: 4.892 D_real: 0.000 D_fake: 0.464 +(epoch: 45, iters: 24196, time: 0.296, data: 0.019) G_GAN: 1.959 G_L1: 4.201 D_real: 0.000 D_fake: 0.054 +(epoch: 45, iters: 24296, time: 0.291, data: 0.019) G_GAN: 2.391 G_L1: 3.966 D_real: 0.001 D_fake: 0.515 +(epoch: 45, iters: 24396, time: 0.291, data: 0.019) G_GAN: 1.845 G_L1: 3.705 D_real: 0.001 D_fake: 1.375 +(epoch: 45, iters: 24496, time: 0.411, data: 0.018) G_GAN: 2.169 G_L1: 4.399 D_real: 0.001 D_fake: 0.499 +(epoch: 45, iters: 24596, time: 0.290, data: 0.017) G_GAN: 1.891 G_L1: 4.152 D_real: 0.000 D_fake: 0.219 +(epoch: 45, iters: 24696, time: 0.282, data: 0.017) G_GAN: 2.359 G_L1: 5.437 D_real: 0.024 D_fake: 0.340 +(epoch: 45, iters: 24796, time: 0.272, data: 0.017) G_GAN: 2.594 G_L1: 5.967 D_real: 0.001 D_fake: 0.581 +(epoch: 45, iters: 24896, time: 0.368, data: 0.020) G_GAN: 3.125 G_L1: 4.949 D_real: 0.000 D_fake: 0.287 +(epoch: 45, iters: 24996, time: 0.297, data: 0.015) G_GAN: 3.175 G_L1: 5.139 D_real: 0.001 D_fake: 0.389 +(epoch: 45, iters: 25096, time: 0.288, data: 0.016) G_GAN: 2.977 G_L1: 5.329 D_real: 0.001 D_fake: 0.439 +(epoch: 45, iters: 25196, time: 0.277, data: 0.017) G_GAN: 2.392 G_L1: 4.310 D_real: 0.000 D_fake: 0.332 +(epoch: 45, iters: 25296, time: 0.523, data: 0.015) G_GAN: 2.747 G_L1: 4.945 D_real: 0.000 D_fake: 0.099 +(epoch: 45, iters: 25396, time: 0.287, data: 0.025) G_GAN: 1.773 G_L1: 4.290 D_real: 0.000 D_fake: 0.238 +(epoch: 45, iters: 25496, time: 0.295, data: 0.017) G_GAN: 2.550 G_L1: 4.107 D_real: 0.003 D_fake: 0.113 +(epoch: 45, iters: 25596, time: 0.294, data: 0.017) G_GAN: 1.636 G_L1: 4.024 D_real: 0.000 D_fake: 0.486 +(epoch: 45, iters: 25696, time: 0.419, data: 0.021) G_GAN: 3.958 G_L1: 7.613 D_real: 0.034 D_fake: 0.058 +(epoch: 45, iters: 25796, time: 0.297, data: 0.018) G_GAN: 2.350 G_L1: 5.579 D_real: 0.054 D_fake: 0.243 +(epoch: 45, iters: 25896, time: 0.295, data: 0.021) G_GAN: 5.467 G_L1: 7.101 D_real: 0.018 D_fake: 0.088 +(epoch: 45, iters: 25996, time: 0.302, data: 0.017) G_GAN: 3.084 G_L1: 6.575 D_real: 0.011 D_fake: 0.171 +(epoch: 45, iters: 26096, time: 0.393, data: 0.018) G_GAN: 2.524 G_L1: 3.013 D_real: 0.294 D_fake: 0.521 +(epoch: 45, iters: 26196, time: 0.288, data: 0.018) G_GAN: 3.874 G_L1: 3.803 D_real: 0.000 D_fake: 0.113 +(epoch: 45, iters: 26296, time: 0.296, data: 0.016) G_GAN: 3.169 G_L1: 3.352 D_real: 0.133 D_fake: 0.316 +(epoch: 45, iters: 26396, time: 0.297, data: 0.017) G_GAN: 4.222 G_L1: 3.770 D_real: 0.022 D_fake: 0.095 +(epoch: 45, iters: 26496, time: 0.378, data: 0.016) G_GAN: 4.919 G_L1: 7.820 D_real: 0.027 D_fake: 0.058 +(epoch: 45, iters: 26596, time: 0.279, data: 0.015) G_GAN: 4.213 G_L1: 3.135 D_real: 0.006 D_fake: 0.198 +(epoch: 45, iters: 26696, time: 0.282, data: 0.017) G_GAN: 4.394 G_L1: 4.638 D_real: 0.056 D_fake: 0.038 +(epoch: 45, iters: 26796, time: 0.295, data: 0.015) G_GAN: 3.117 G_L1: 3.722 D_real: 0.068 D_fake: 0.082 +(epoch: 45, iters: 26896, time: 0.406, data: 0.019) G_GAN: 4.094 G_L1: 5.429 D_real: 0.125 D_fake: 0.113 +(epoch: 45, iters: 26996, time: 0.298, data: 0.017) G_GAN: 3.637 G_L1: 3.423 D_real: 0.319 D_fake: 0.052 +(epoch: 45, iters: 27096, time: 0.280, data: 0.018) G_GAN: 4.836 G_L1: 5.782 D_real: 0.003 D_fake: 0.153 +(epoch: 45, iters: 27196, time: 0.290, data: 0.017) G_GAN: 3.527 G_L1: 2.917 D_real: 0.002 D_fake: 0.206 +(epoch: 45, iters: 27296, time: 0.568, data: 0.017) G_GAN: 4.435 G_L1: 4.162 D_real: 0.042 D_fake: 0.311 +(epoch: 45, iters: 27396, time: 0.286, data: 0.018) G_GAN: 3.181 G_L1: 3.032 D_real: 0.486 D_fake: 0.050 +(epoch: 45, iters: 27496, time: 0.265, data: 0.016) G_GAN: 5.715 G_L1: 4.925 D_real: 0.030 D_fake: 0.037 +(epoch: 45, iters: 27596, time: 0.296, data: 0.016) G_GAN: 4.096 G_L1: 2.316 D_real: 0.260 D_fake: 0.034 +(epoch: 45, iters: 27696, time: 0.408, data: 0.018) G_GAN: 3.362 G_L1: 2.754 D_real: 0.291 D_fake: 0.113 +(epoch: 45, iters: 27796, time: 0.291, data: 0.020) G_GAN: 4.614 G_L1: 5.057 D_real: 0.229 D_fake: 0.041 +(epoch: 45, iters: 27896, time: 0.296, data: 0.016) G_GAN: 3.914 G_L1: 4.377 D_real: 0.091 D_fake: 0.088 +(epoch: 45, iters: 27996, time: 0.296, data: 0.016) G_GAN: 4.600 G_L1: 4.459 D_real: 0.035 D_fake: 0.032 +(epoch: 45, iters: 28096, time: 0.382, data: 0.020) G_GAN: 4.830 G_L1: 2.749 D_real: 0.051 D_fake: 0.086 +(epoch: 45, iters: 28196, time: 0.295, data: 0.018) G_GAN: 5.241 G_L1: 6.876 D_real: 0.267 D_fake: 0.030 +(epoch: 45, iters: 28296, time: 0.258, data: 0.017) G_GAN: 3.884 G_L1: 3.614 D_real: 0.249 D_fake: 0.036 +(epoch: 45, iters: 28396, time: 0.286, data: 0.015) G_GAN: 6.715 G_L1: 4.653 D_real: 0.029 D_fake: 0.031 +(epoch: 45, iters: 28496, time: 0.394, data: 0.017) G_GAN: 5.644 G_L1: 4.898 D_real: 0.039 D_fake: 0.041 +(epoch: 45, iters: 28596, time: 0.288, data: 0.018) G_GAN: 4.408 G_L1: 3.886 D_real: 0.040 D_fake: 0.159 +(epoch: 45, iters: 28696, time: 0.295, data: 0.017) G_GAN: 5.261 G_L1: 5.167 D_real: 0.061 D_fake: 0.017 +(epoch: 45, iters: 28796, time: 0.301, data: 0.017) G_GAN: 4.007 G_L1: 4.509 D_real: 0.298 D_fake: 0.044 +(epoch: 45, iters: 28896, time: 0.381, data: 0.017) G_GAN: 5.888 G_L1: 4.572 D_real: 0.003 D_fake: 0.030 +(epoch: 45, iters: 28996, time: 0.274, data: 0.015) G_GAN: 4.103 G_L1: 3.431 D_real: 0.178 D_fake: 0.048 +(epoch: 45, iters: 29096, time: 0.290, data: 0.014) G_GAN: 4.081 G_L1: 4.684 D_real: 0.005 D_fake: 0.095 +(epoch: 45, iters: 29196, time: 0.289, data: 0.017) G_GAN: 4.641 G_L1: 4.916 D_real: 0.007 D_fake: 0.231 +(epoch: 45, iters: 29296, time: 0.509, data: 0.016) G_GAN: 4.321 G_L1: 3.981 D_real: 0.011 D_fake: 0.168 +(epoch: 45, iters: 29396, time: 0.301, data: 0.019) G_GAN: 4.158 G_L1: 3.491 D_real: 0.087 D_fake: 0.064 +(epoch: 45, iters: 29496, time: 0.274, data: 0.018) G_GAN: 5.036 G_L1: 4.072 D_real: 0.048 D_fake: 0.020 +(epoch: 45, iters: 29596, time: 0.290, data: 0.016) G_GAN: 6.140 G_L1: 5.159 D_real: 0.015 D_fake: 0.490 +(epoch: 45, iters: 29696, time: 0.414, data: 0.016) G_GAN: 5.924 G_L1: 4.425 D_real: 0.054 D_fake: 0.020 +(epoch: 45, iters: 29796, time: 0.288, data: 0.019) G_GAN: 5.361 G_L1: 3.883 D_real: 0.003 D_fake: 0.292 +(epoch: 45, iters: 29896, time: 0.298, data: 0.017) G_GAN: 7.319 G_L1: 3.721 D_real: 0.003 D_fake: 0.326 +(epoch: 45, iters: 29996, time: 0.295, data: 0.018) G_GAN: 4.991 G_L1: 4.565 D_real: 0.147 D_fake: 0.036 +(epoch: 45, iters: 30096, time: 0.394, data: 0.019) G_GAN: 4.315 G_L1: 4.580 D_real: 0.084 D_fake: 0.047 +(epoch: 45, iters: 30196, time: 0.295, data: 0.016) G_GAN: 4.571 G_L1: 4.426 D_real: 0.052 D_fake: 0.054 +(epoch: 45, iters: 30296, time: 0.287, data: 0.018) G_GAN: 4.006 G_L1: 3.918 D_real: 0.007 D_fake: 0.080 +(epoch: 45, iters: 30396, time: 0.278, data: 0.016) G_GAN: 5.310 G_L1: 3.323 D_real: 0.031 D_fake: 0.270 +(epoch: 45, iters: 30496, time: 0.392, data: 0.017) G_GAN: 5.228 G_L1: 3.427 D_real: 0.627 D_fake: 0.012 +(epoch: 45, iters: 30596, time: 0.300, data: 0.018) G_GAN: 4.156 G_L1: 5.220 D_real: 0.006 D_fake: 0.066 +(epoch: 45, iters: 30696, time: 0.296, data: 0.019) G_GAN: 5.245 G_L1: 4.588 D_real: 0.066 D_fake: 0.012 +(epoch: 45, iters: 30796, time: 0.288, data: 0.019) G_GAN: 5.213 G_L1: 4.784 D_real: 0.181 D_fake: 0.154 +(epoch: 45, iters: 30896, time: 0.417, data: 0.018) G_GAN: 3.512 G_L1: 4.354 D_real: 0.453 D_fake: 0.082 +(epoch: 45, iters: 30996, time: 0.290, data: 0.018) G_GAN: 6.673 G_L1: 6.248 D_real: 0.006 D_fake: 0.017 +(epoch: 45, iters: 31096, time: 0.299, data: 0.019) G_GAN: 5.987 G_L1: 3.894 D_real: 0.003 D_fake: 0.084 +(epoch: 45, iters: 31196, time: 0.295, data: 0.018) G_GAN: 5.004 G_L1: 4.131 D_real: 0.005 D_fake: 0.100 +(epoch: 45, iters: 31296, time: 0.595, data: 0.019) G_GAN: 3.519 G_L1: 3.827 D_real: 0.336 D_fake: 0.051 +(epoch: 45, iters: 31396, time: 0.292, data: 0.020) G_GAN: 4.476 G_L1: 4.711 D_real: 0.194 D_fake: 0.097 +(epoch: 45, iters: 31496, time: 0.285, data: 0.016) G_GAN: 3.590 G_L1: 4.173 D_real: 0.011 D_fake: 0.169 +(epoch: 45, iters: 31596, time: 0.300, data: 0.017) G_GAN: 5.477 G_L1: 7.054 D_real: 0.020 D_fake: 0.065 +(epoch: 45, iters: 31696, time: 0.398, data: 0.017) G_GAN: 5.186 G_L1: 5.188 D_real: 0.117 D_fake: 0.041 +(epoch: 45, iters: 31796, time: 0.288, data: 0.019) G_GAN: 4.352 G_L1: 3.051 D_real: 0.047 D_fake: 0.046 +(epoch: 45, iters: 31896, time: 0.298, data: 0.016) G_GAN: 4.350 G_L1: 6.558 D_real: 0.232 D_fake: 0.101 +(epoch: 45, iters: 31996, time: 0.280, data: 0.018) G_GAN: 6.713 G_L1: 3.917 D_real: 0.002 D_fake: 0.002 +(epoch: 45, iters: 32096, time: 0.419, data: 0.016) G_GAN: 6.720 G_L1: 4.614 D_real: 0.091 D_fake: 0.197 +(epoch: 45, iters: 32196, time: 0.295, data: 0.019) G_GAN: 3.733 G_L1: 4.022 D_real: 0.082 D_fake: 0.095 +(epoch: 45, iters: 32296, time: 0.297, data: 0.018) G_GAN: 3.319 G_L1: 3.711 D_real: 0.669 D_fake: 0.073 +(epoch: 45, iters: 32396, time: 0.288, data: 0.019) G_GAN: 4.704 G_L1: 4.257 D_real: 0.264 D_fake: 0.050 +(epoch: 45, iters: 32496, time: 0.419, data: 0.019) G_GAN: 6.241 G_L1: 4.696 D_real: 0.073 D_fake: 0.011 +(epoch: 45, iters: 32596, time: 0.297, data: 0.019) G_GAN: 5.920 G_L1: 7.149 D_real: 0.044 D_fake: 0.050 +(epoch: 45, iters: 32696, time: 0.298, data: 0.018) G_GAN: 4.524 G_L1: 5.802 D_real: 0.057 D_fake: 0.067 +(epoch: 45, iters: 32796, time: 0.284, data: 0.019) G_GAN: 3.702 G_L1: 4.298 D_real: 0.053 D_fake: 0.216 +(epoch: 45, iters: 32896, time: 0.406, data: 0.017) G_GAN: 4.127 G_L1: 5.213 D_real: 0.081 D_fake: 0.070 +(epoch: 45, iters: 32996, time: 0.288, data: 0.017) G_GAN: 4.449 G_L1: 3.516 D_real: 0.219 D_fake: 0.019 +(epoch: 45, iters: 33096, time: 0.302, data: 0.017) G_GAN: 3.945 G_L1: 3.956 D_real: 0.023 D_fake: 0.101 +(epoch: 45, iters: 33196, time: 0.298, data: 0.020) G_GAN: 4.802 G_L1: 4.023 D_real: 0.003 D_fake: 0.072 +(epoch: 45, iters: 33296, time: 0.584, data: 0.019) G_GAN: 5.695 G_L1: 7.620 D_real: 0.080 D_fake: 0.071 +(epoch: 45, iters: 33396, time: 0.287, data: 0.019) G_GAN: 5.872 G_L1: 2.774 D_real: 0.120 D_fake: 0.082 +(epoch: 45, iters: 33496, time: 0.296, data: 0.017) G_GAN: 5.298 G_L1: 4.476 D_real: 0.007 D_fake: 0.056 +(epoch: 45, iters: 33596, time: 0.300, data: 0.019) G_GAN: 5.046 G_L1: 4.742 D_real: 0.085 D_fake: 0.058 +(epoch: 45, iters: 33696, time: 0.402, data: 0.017) G_GAN: 4.412 G_L1: 3.010 D_real: 0.000 D_fake: 0.043 +(epoch: 45, iters: 33796, time: 0.296, data: 0.019) G_GAN: 6.706 G_L1: 6.082 D_real: 0.077 D_fake: 0.077 +(epoch: 45, iters: 33896, time: 0.293, data: 0.017) G_GAN: 5.013 G_L1: 4.962 D_real: 0.163 D_fake: 0.536 +(epoch: 45, iters: 33996, time: 0.287, data: 0.018) G_GAN: 5.250 G_L1: 3.234 D_real: 0.027 D_fake: 0.120 +(epoch: 45, iters: 34096, time: 0.419, data: 0.017) G_GAN: 5.754 G_L1: 4.497 D_real: 0.011 D_fake: 0.016 +(epoch: 45, iters: 34196, time: 0.294, data: 0.019) G_GAN: 3.784 G_L1: 4.809 D_real: 0.106 D_fake: 0.104 +(epoch: 45, iters: 34296, time: 0.283, data: 0.019) G_GAN: 4.698 G_L1: 3.569 D_real: 0.020 D_fake: 0.122 +(epoch: 45, iters: 34396, time: 0.288, data: 0.020) G_GAN: 4.436 G_L1: 3.660 D_real: 0.246 D_fake: 0.049 +(epoch: 45, iters: 34496, time: 0.404, data: 0.018) G_GAN: 5.937 G_L1: 2.623 D_real: 0.014 D_fake: 0.022 +(epoch: 45, iters: 34596, time: 0.281, data: 0.018) G_GAN: 4.988 G_L1: 3.936 D_real: 0.099 D_fake: 0.012 +(epoch: 45, iters: 34696, time: 0.291, data: 0.018) G_GAN: 4.743 G_L1: 5.974 D_real: 0.199 D_fake: 0.020 +(epoch: 45, iters: 34796, time: 0.293, data: 0.016) G_GAN: 4.775 G_L1: 3.442 D_real: 0.060 D_fake: 0.170 +(epoch: 45, iters: 34896, time: 0.403, data: 0.018) G_GAN: 4.030 G_L1: 3.393 D_real: 0.302 D_fake: 0.010 +(epoch: 45, iters: 34996, time: 0.287, data: 0.018) G_GAN: 6.288 G_L1: 4.481 D_real: 0.030 D_fake: 0.008 +(epoch: 45, iters: 35096, time: 0.289, data: 0.018) G_GAN: 3.472 G_L1: 2.484 D_real: 0.390 D_fake: 0.094 +(epoch: 45, iters: 35196, time: 0.288, data: 0.018) G_GAN: 4.495 G_L1: 3.570 D_real: 0.424 D_fake: 0.045 +(epoch: 45, iters: 35296, time: 0.511, data: 0.018) G_GAN: 4.575 G_L1: 3.743 D_real: 0.001 D_fake: 0.054 +(epoch: 45, iters: 35396, time: 0.300, data: 0.018) G_GAN: 4.729 G_L1: 3.053 D_real: 0.168 D_fake: 0.024 +(epoch: 45, iters: 35496, time: 0.298, data: 0.018) G_GAN: 3.485 G_L1: 3.336 D_real: 0.003 D_fake: 0.190 +(epoch: 45, iters: 35596, time: 0.286, data: 0.019) G_GAN: 3.192 G_L1: 4.379 D_real: 0.254 D_fake: 0.117 +(epoch: 45, iters: 35696, time: 0.397, data: 0.024) G_GAN: 4.086 G_L1: 6.351 D_real: 0.920 D_fake: 0.274 +(epoch: 45, iters: 35796, time: 0.291, data: 0.015) G_GAN: 4.088 G_L1: 3.326 D_real: 0.080 D_fake: 0.078 +(epoch: 45, iters: 35896, time: 0.290, data: 0.017) G_GAN: 4.946 G_L1: 6.432 D_real: 0.028 D_fake: 0.737 +(epoch: 45, iters: 35996, time: 0.291, data: 0.017) G_GAN: 4.223 G_L1: 3.616 D_real: 0.562 D_fake: 0.014 +(epoch: 45, iters: 36096, time: 0.412, data: 0.017) G_GAN: 4.642 G_L1: 5.615 D_real: 0.012 D_fake: 0.040 +(epoch: 45, iters: 36196, time: 0.298, data: 0.019) G_GAN: 3.878 G_L1: 5.478 D_real: 0.247 D_fake: 0.031 +(epoch: 45, iters: 36296, time: 0.299, data: 0.019) G_GAN: 4.019 G_L1: 2.721 D_real: 0.759 D_fake: 0.020 +(epoch: 45, iters: 36396, time: 0.296, data: 0.017) G_GAN: 3.025 G_L1: 4.297 D_real: 0.866 D_fake: 0.019 +(epoch: 45, iters: 36496, time: 0.405, data: 0.017) G_GAN: 4.979 G_L1: 4.378 D_real: 0.000 D_fake: 0.092 +(epoch: 45, iters: 36596, time: 0.287, data: 0.017) G_GAN: 4.721 G_L1: 7.090 D_real: 0.128 D_fake: 0.129 +(epoch: 45, iters: 36696, time: 0.285, data: 0.018) G_GAN: 4.367 G_L1: 3.506 D_real: 0.664 D_fake: 0.106 +(epoch: 45, iters: 36796, time: 0.293, data: 0.021) G_GAN: 4.542 G_L1: 4.054 D_real: 0.002 D_fake: 0.154 +(epoch: 45, iters: 36896, time: 0.405, data: 0.019) G_GAN: 5.223 G_L1: 4.238 D_real: 0.071 D_fake: 0.101 +(epoch: 45, iters: 36996, time: 0.293, data: 0.018) G_GAN: 7.493 G_L1: 4.249 D_real: 0.030 D_fake: 0.021 +(epoch: 45, iters: 37096, time: 0.283, data: 0.020) G_GAN: 5.890 G_L1: 3.345 D_real: 0.014 D_fake: 0.040 +(epoch: 45, iters: 37196, time: 0.298, data: 0.018) G_GAN: 6.999 G_L1: 5.977 D_real: 0.000 D_fake: 0.054 +(epoch: 45, iters: 37296, time: 0.577, data: 0.017) G_GAN: 4.436 G_L1: 3.416 D_real: 0.042 D_fake: 0.051 +(epoch: 45, iters: 37396, time: 0.300, data: 0.018) G_GAN: 5.814 G_L1: 3.379 D_real: 0.136 D_fake: 0.009 +(epoch: 45, iters: 37496, time: 0.288, data: 0.020) G_GAN: 5.279 G_L1: 5.860 D_real: 0.045 D_fake: 0.035 +(epoch: 45, iters: 37596, time: 0.284, data: 0.017) G_GAN: 7.056 G_L1: 7.365 D_real: 0.138 D_fake: 0.004 +(epoch: 45, iters: 37696, time: 0.406, data: 0.017) G_GAN: 5.121 G_L1: 5.217 D_real: 0.049 D_fake: 0.103 +(epoch: 45, iters: 37796, time: 0.296, data: 0.017) G_GAN: 3.303 G_L1: 4.101 D_real: 0.236 D_fake: 0.210 +(epoch: 45, iters: 37896, time: 0.296, data: 0.018) G_GAN: 5.003 G_L1: 4.524 D_real: 0.247 D_fake: 0.013 +(epoch: 45, iters: 37996, time: 0.289, data: 0.018) G_GAN: 6.192 G_L1: 5.236 D_real: 0.000 D_fake: 0.026 +(epoch: 45, iters: 38096, time: 0.402, data: 0.018) G_GAN: 6.132 G_L1: 4.848 D_real: 0.023 D_fake: 0.033 +(epoch: 45, iters: 38196, time: 0.296, data: 0.016) G_GAN: 0.857 G_L1: 5.622 D_real: 2.119 D_fake: 0.187 +(epoch: 45, iters: 38296, time: 0.296, data: 0.018) G_GAN: 5.329 G_L1: 4.149 D_real: 0.000 D_fake: 0.426 +(epoch: 45, iters: 38396, time: 0.297, data: 0.018) G_GAN: 4.369 G_L1: 3.331 D_real: 0.382 D_fake: 0.030 +(epoch: 45, iters: 38496, time: 0.408, data: 0.018) G_GAN: 5.261 G_L1: 3.681 D_real: 0.002 D_fake: 0.014 +(epoch: 45, iters: 38596, time: 0.298, data: 0.018) G_GAN: 5.131 G_L1: 3.018 D_real: 0.175 D_fake: 0.053 +(epoch: 45, iters: 38696, time: 0.298, data: 0.018) G_GAN: 5.022 G_L1: 2.942 D_real: 0.342 D_fake: 0.052 +(epoch: 45, iters: 38796, time: 0.289, data: 0.018) G_GAN: 4.925 G_L1: 3.789 D_real: 0.163 D_fake: 0.034 +(epoch: 45, iters: 38896, time: 0.405, data: 0.017) G_GAN: 5.396 G_L1: 3.518 D_real: 0.033 D_fake: 0.329 +(epoch: 45, iters: 38996, time: 0.288, data: 0.019) G_GAN: 3.550 G_L1: 3.257 D_real: 0.353 D_fake: 0.335 +(epoch: 45, iters: 39096, time: 0.289, data: 0.018) G_GAN: 5.916 G_L1: 3.090 D_real: 0.001 D_fake: 0.029 +(epoch: 45, iters: 39196, time: 0.297, data: 0.018) G_GAN: 4.098 G_L1: 6.600 D_real: 0.008 D_fake: 0.199 +(epoch: 45, iters: 39296, time: 0.556, data: 0.017) G_GAN: 6.221 G_L1: 7.856 D_real: 0.026 D_fake: 0.087 +(epoch: 45, iters: 39396, time: 0.305, data: 0.019) G_GAN: 4.637 G_L1: 5.619 D_real: 0.353 D_fake: 0.125 +(epoch: 45, iters: 39496, time: 0.303, data: 0.019) G_GAN: 4.159 G_L1: 4.870 D_real: 0.064 D_fake: 0.033 +(epoch: 45, iters: 39596, time: 0.297, data: 0.019) G_GAN: 3.790 G_L1: 3.493 D_real: 0.024 D_fake: 0.125 +(epoch: 45, iters: 39696, time: 0.414, data: 0.018) G_GAN: 5.122 G_L1: 2.815 D_real: 0.000 D_fake: 0.012 +(epoch: 45, iters: 39796, time: 0.294, data: 0.019) G_GAN: 4.551 G_L1: 3.819 D_real: 0.159 D_fake: 0.053 +(epoch: 45, iters: 39896, time: 0.291, data: 0.018) G_GAN: 3.687 G_L1: 3.257 D_real: 0.028 D_fake: 0.138 +(epoch: 45, iters: 39996, time: 0.302, data: 0.022) G_GAN: 3.948 G_L1: 3.125 D_real: 0.784 D_fake: 0.032 +(epoch: 45, iters: 40096, time: 0.422, data: 0.020) G_GAN: 5.812 G_L1: 4.746 D_real: 0.001 D_fake: 0.023 +(epoch: 45, iters: 40196, time: 0.299, data: 0.023) G_GAN: 5.703 G_L1: 5.053 D_real: 0.006 D_fake: 0.103 +(epoch: 45, iters: 40296, time: 0.284, data: 0.019) G_GAN: 5.716 G_L1: 8.722 D_real: 0.011 D_fake: 0.032 +(epoch: 45, iters: 40396, time: 0.277, data: 0.017) G_GAN: 6.676 G_L1: 3.176 D_real: 0.021 D_fake: 0.254 +(epoch: 45, iters: 40496, time: 0.405, data: 0.017) G_GAN: 5.582 G_L1: 4.125 D_real: 0.003 D_fake: 0.022 +(epoch: 45, iters: 40596, time: 0.304, data: 0.020) G_GAN: 6.268 G_L1: 3.239 D_real: 0.183 D_fake: 0.104 +(epoch: 45, iters: 40696, time: 0.296, data: 0.019) G_GAN: 4.792 G_L1: 4.060 D_real: 0.031 D_fake: 0.175 +(epoch: 45, iters: 40796, time: 0.272, data: 0.017) G_GAN: 4.589 G_L1: 3.167 D_real: 0.150 D_fake: 0.183 +(epoch: 45, iters: 40896, time: 0.419, data: 0.016) G_GAN: 6.165 G_L1: 5.260 D_real: 0.001 D_fake: 0.024 +(epoch: 45, iters: 40996, time: 0.302, data: 0.019) G_GAN: 4.469 G_L1: 4.391 D_real: 0.009 D_fake: 0.164 +(epoch: 45, iters: 41096, time: 0.299, data: 0.020) G_GAN: 4.725 G_L1: 4.377 D_real: 0.035 D_fake: 0.131 +(epoch: 45, iters: 41196, time: 0.300, data: 0.020) G_GAN: 4.787 G_L1: 3.992 D_real: 0.064 D_fake: 0.080 +(epoch: 45, iters: 41296, time: 0.575, data: 0.020) G_GAN: 3.215 G_L1: 3.029 D_real: 0.017 D_fake: 0.288 +(epoch: 45, iters: 41396, time: 0.301, data: 0.019) G_GAN: 5.366 G_L1: 4.449 D_real: 0.036 D_fake: 0.037 +(epoch: 45, iters: 41496, time: 0.300, data: 0.021) G_GAN: 4.833 G_L1: 7.215 D_real: 0.000 D_fake: 0.130 +(epoch: 45, iters: 41596, time: 0.285, data: 0.018) G_GAN: 5.058 G_L1: 3.982 D_real: 0.001 D_fake: 0.084 +(epoch: 45, iters: 41696, time: 0.406, data: 0.017) G_GAN: 4.047 G_L1: 4.332 D_real: 0.325 D_fake: 0.103 +(epoch: 45, iters: 41796, time: 0.291, data: 0.018) G_GAN: 5.163 G_L1: 4.778 D_real: 0.000 D_fake: 0.017 +(epoch: 45, iters: 41896, time: 0.288, data: 0.017) G_GAN: 5.253 G_L1: 3.291 D_real: 0.003 D_fake: 0.012 +(epoch: 45, iters: 41996, time: 0.297, data: 0.018) G_GAN: 4.901 G_L1: 4.588 D_real: 0.126 D_fake: 0.079 +(epoch: 45, iters: 42096, time: 0.425, data: 0.017) G_GAN: 4.999 G_L1: 4.165 D_real: 0.001 D_fake: 0.038 +(epoch: 45, iters: 42196, time: 0.299, data: 0.018) G_GAN: 5.567 G_L1: 8.659 D_real: 0.000 D_fake: 0.030 +(epoch: 45, iters: 42296, time: 0.304, data: 0.018) G_GAN: 4.219 G_L1: 4.726 D_real: 0.616 D_fake: 0.013 +(epoch: 45, iters: 42396, time: 0.296, data: 0.020) G_GAN: 4.696 G_L1: 3.362 D_real: 0.007 D_fake: 0.033 +(epoch: 45, iters: 42496, time: 0.410, data: 0.016) G_GAN: 5.736 G_L1: 5.002 D_real: 0.005 D_fake: 0.018 +(epoch: 45, iters: 42596, time: 0.299, data: 0.018) G_GAN: 5.139 G_L1: 3.949 D_real: 0.031 D_fake: 0.109 +(epoch: 45, iters: 42696, time: 0.298, data: 0.020) G_GAN: 5.131 G_L1: 4.488 D_real: 0.073 D_fake: 0.049 +(epoch: 45, iters: 42796, time: 0.298, data: 0.019) G_GAN: 4.450 G_L1: 3.746 D_real: 0.031 D_fake: 0.228 +(epoch: 45, iters: 42896, time: 0.428, data: 0.018) G_GAN: 5.684 G_L1: 3.366 D_real: 0.069 D_fake: 0.027 +(epoch: 45, iters: 42996, time: 0.300, data: 0.018) G_GAN: 5.791 G_L1: 4.094 D_real: 0.001 D_fake: 0.016 +(epoch: 45, iters: 43096, time: 0.302, data: 0.019) G_GAN: 4.667 G_L1: 4.827 D_real: 0.003 D_fake: 0.027 +(epoch: 45, iters: 43196, time: 0.303, data: 0.018) G_GAN: 4.530 G_L1: 2.764 D_real: 0.430 D_fake: 0.054 +(epoch: 45, iters: 43296, time: 0.573, data: 0.018) G_GAN: 3.565 G_L1: 3.757 D_real: 0.003 D_fake: 0.134 +(epoch: 45, iters: 43396, time: 0.300, data: 0.018) G_GAN: 7.584 G_L1: 7.192 D_real: 0.028 D_fake: 0.029 +(epoch: 45, iters: 43496, time: 0.293, data: 0.020) G_GAN: 4.920 G_L1: 3.795 D_real: 0.034 D_fake: 0.071 +(epoch: 45, iters: 43596, time: 0.283, data: 0.018) G_GAN: 6.117 G_L1: 5.353 D_real: 0.336 D_fake: 0.020 +(epoch: 45, iters: 43696, time: 0.383, data: 0.018) G_GAN: 5.859 G_L1: 3.178 D_real: 0.000 D_fake: 0.132 +(epoch: 45, iters: 43796, time: 0.301, data: 0.019) G_GAN: 3.589 G_L1: 6.016 D_real: 0.001 D_fake: 0.066 +(epoch: 45, iters: 43896, time: 0.293, data: 0.019) G_GAN: 4.222 G_L1: 4.211 D_real: 0.092 D_fake: 0.067 +(epoch: 45, iters: 43996, time: 0.304, data: 0.018) G_GAN: 4.413 G_L1: 4.572 D_real: 0.001 D_fake: 0.074 +(epoch: 45, iters: 44096, time: 0.401, data: 0.018) G_GAN: 4.533 G_L1: 3.190 D_real: 0.886 D_fake: 0.042 +(epoch: 45, iters: 44196, time: 0.302, data: 0.018) G_GAN: 4.869 G_L1: 3.721 D_real: 0.116 D_fake: 0.032 +(epoch: 45, iters: 44296, time: 0.308, data: 0.020) G_GAN: 2.918 G_L1: 5.029 D_real: 0.006 D_fake: 0.145 +(epoch: 45, iters: 44396, time: 0.297, data: 0.019) G_GAN: 4.524 G_L1: 4.106 D_real: 0.001 D_fake: 0.171 +(epoch: 45, iters: 44496, time: 0.414, data: 0.019) G_GAN: 7.217 G_L1: 4.696 D_real: 0.052 D_fake: 0.007 +(epoch: 45, iters: 44596, time: 0.302, data: 0.019) G_GAN: 3.289 G_L1: 3.143 D_real: 0.069 D_fake: 0.241 +(epoch: 45, iters: 44696, time: 0.294, data: 0.021) G_GAN: 3.896 G_L1: 5.940 D_real: 0.044 D_fake: 0.341 +(epoch: 45, iters: 44796, time: 0.300, data: 0.021) G_GAN: 4.270 G_L1: 7.314 D_real: 0.013 D_fake: 0.110 +(epoch: 45, iters: 44896, time: 0.421, data: 0.018) G_GAN: 5.833 G_L1: 3.876 D_real: 0.003 D_fake: 0.037 +(epoch: 45, iters: 44996, time: 0.299, data: 0.018) G_GAN: 3.809 G_L1: 2.381 D_real: 0.004 D_fake: 0.197 +(epoch: 45, iters: 45096, time: 0.305, data: 0.019) G_GAN: 4.955 G_L1: 7.393 D_real: 0.058 D_fake: 0.034 +(epoch: 45, iters: 45196, time: 0.303, data: 0.020) G_GAN: 8.494 G_L1: 4.666 D_real: 0.009 D_fake: 0.003 +(epoch: 45, iters: 45296, time: 0.610, data: 0.019) G_GAN: 7.190 G_L1: 4.879 D_real: 0.067 D_fake: 0.139 +(epoch: 45, iters: 45396, time: 0.299, data: 0.019) G_GAN: 5.300 G_L1: 6.947 D_real: 0.001 D_fake: 0.025 +(epoch: 45, iters: 45496, time: 0.297, data: 0.019) G_GAN: 3.953 G_L1: 5.382 D_real: 0.119 D_fake: 0.193 +(epoch: 45, iters: 45596, time: 0.302, data: 0.019) G_GAN: 5.031 G_L1: 3.997 D_real: 0.346 D_fake: 0.036 +(epoch: 45, iters: 45696, time: 0.417, data: 0.021) G_GAN: 4.965 G_L1: 3.288 D_real: 0.019 D_fake: 0.105 +(epoch: 45, iters: 45796, time: 0.296, data: 0.020) G_GAN: 5.751 G_L1: 5.675 D_real: 0.061 D_fake: 0.035 +(epoch: 45, iters: 45896, time: 0.303, data: 0.018) G_GAN: 4.791 G_L1: 5.258 D_real: 0.055 D_fake: 0.052 +(epoch: 45, iters: 45996, time: 0.297, data: 0.019) G_GAN: 5.393 G_L1: 4.898 D_real: 0.253 D_fake: 0.265 +(epoch: 45, iters: 46096, time: 0.412, data: 0.018) G_GAN: 5.271 G_L1: 2.740 D_real: 0.010 D_fake: 0.189 +(epoch: 45, iters: 46196, time: 0.300, data: 0.024) G_GAN: 5.055 G_L1: 8.779 D_real: 0.069 D_fake: 0.022 +(epoch: 45, iters: 46296, time: 0.292, data: 0.020) G_GAN: 4.900 G_L1: 2.840 D_real: 0.074 D_fake: 0.106 +(epoch: 45, iters: 46396, time: 0.301, data: 0.017) G_GAN: 3.371 G_L1: 3.269 D_real: 0.102 D_fake: 0.140 +(epoch: 45, iters: 46496, time: 0.413, data: 0.019) G_GAN: 5.852 G_L1: 4.423 D_real: 0.004 D_fake: 0.034 +(epoch: 45, iters: 46596, time: 0.298, data: 0.020) G_GAN: 4.248 G_L1: 4.864 D_real: 0.112 D_fake: 0.235 +(epoch: 45, iters: 46696, time: 0.294, data: 0.020) G_GAN: 4.947 G_L1: 4.974 D_real: 0.022 D_fake: 0.363 +(epoch: 45, iters: 46796, time: 0.303, data: 0.020) G_GAN: 6.083 G_L1: 6.568 D_real: 0.013 D_fake: 0.067 +(epoch: 45, iters: 46896, time: 0.389, data: 0.020) G_GAN: 4.270 G_L1: 2.537 D_real: 0.077 D_fake: 0.096 +(epoch: 45, iters: 46996, time: 0.291, data: 0.019) G_GAN: 6.191 G_L1: 5.166 D_real: 0.002 D_fake: 0.015 +(epoch: 45, iters: 47096, time: 0.303, data: 0.018) G_GAN: 5.318 G_L1: 6.561 D_real: 0.013 D_fake: 0.061 +(epoch: 45, iters: 47196, time: 0.300, data: 0.020) G_GAN: 5.669 G_L1: 4.504 D_real: 0.000 D_fake: 0.052 +(epoch: 45, iters: 47296, time: 0.582, data: 0.018) G_GAN: 6.362 G_L1: 4.600 D_real: 0.001 D_fake: 0.011 +(epoch: 45, iters: 47396, time: 0.302, data: 0.019) G_GAN: 5.489 G_L1: 3.342 D_real: 0.027 D_fake: 0.015 +(epoch: 45, iters: 47496, time: 0.307, data: 0.018) G_GAN: 6.260 G_L1: 3.621 D_real: 0.002 D_fake: 0.040 +(epoch: 45, iters: 47596, time: 0.300, data: 0.018) G_GAN: 6.849 G_L1: 3.843 D_real: 0.767 D_fake: 0.001 +(epoch: 45, iters: 47696, time: 0.407, data: 0.018) G_GAN: 4.126 G_L1: 4.757 D_real: 0.002 D_fake: 0.143 +(epoch: 45, iters: 47796, time: 0.302, data: 0.016) G_GAN: 5.483 G_L1: 4.196 D_real: 0.028 D_fake: 0.050 +(epoch: 45, iters: 47896, time: 0.306, data: 0.020) G_GAN: 5.931 G_L1: 9.375 D_real: 0.008 D_fake: 0.290 +(epoch: 45, iters: 47996, time: 0.304, data: 0.018) G_GAN: 5.519 G_L1: 5.091 D_real: 0.039 D_fake: 0.095 +(epoch: 45, iters: 48096, time: 0.434, data: 0.020) G_GAN: 4.648 G_L1: 5.695 D_real: 0.034 D_fake: 0.030 +(epoch: 45, iters: 48196, time: 0.277, data: 0.019) G_GAN: 6.501 G_L1: 4.126 D_real: 0.018 D_fake: 0.017 +(epoch: 45, iters: 48296, time: 0.298, data: 0.016) G_GAN: 5.218 G_L1: 3.609 D_real: 0.068 D_fake: 0.011 +(epoch: 45, iters: 48396, time: 0.301, data: 0.019) G_GAN: 5.376 G_L1: 3.875 D_real: 0.026 D_fake: 0.059 +(epoch: 45, iters: 48496, time: 0.392, data: 0.020) G_GAN: 4.558 G_L1: 3.734 D_real: 0.075 D_fake: 0.059 +(epoch: 45, iters: 48596, time: 0.303, data: 0.020) G_GAN: 6.525 G_L1: 3.459 D_real: 0.095 D_fake: 0.010 +(epoch: 45, iters: 48696, time: 0.296, data: 0.020) G_GAN: 4.047 G_L1: 5.241 D_real: 0.051 D_fake: 0.098 +(epoch: 45, iters: 48796, time: 0.289, data: 0.019) G_GAN: 4.127 G_L1: 3.817 D_real: 0.035 D_fake: 0.084 +(epoch: 45, iters: 48896, time: 0.381, data: 0.020) G_GAN: 4.249 G_L1: 2.799 D_real: 0.003 D_fake: 0.230 +(epoch: 45, iters: 48996, time: 0.305, data: 0.019) G_GAN: 4.067 G_L1: 3.876 D_real: 0.041 D_fake: 0.063 +(epoch: 45, iters: 49096, time: 0.300, data: 0.018) G_GAN: 5.048 G_L1: 4.524 D_real: 0.042 D_fake: 0.026 +(epoch: 45, iters: 49196, time: 0.295, data: 0.016) G_GAN: 4.624 G_L1: 2.852 D_real: 0.022 D_fake: 0.068 +(epoch: 45, iters: 49296, time: 0.569, data: 0.018) G_GAN: 5.254 G_L1: 4.275 D_real: 0.145 D_fake: 0.072 +(epoch: 45, iters: 49396, time: 0.302, data: 0.020) G_GAN: 7.556 G_L1: 6.028 D_real: 0.003 D_fake: 0.011 +(epoch: 45, iters: 49496, time: 0.296, data: 0.019) G_GAN: 7.413 G_L1: 9.691 D_real: 0.043 D_fake: 0.005 +(epoch: 45, iters: 49596, time: 0.296, data: 0.018) G_GAN: 6.741 G_L1: 4.128 D_real: 0.019 D_fake: 0.054 +(epoch: 45, iters: 49696, time: 0.424, data: 0.019) G_GAN: 6.463 G_L1: 7.081 D_real: 0.000 D_fake: 0.006 +(epoch: 45, iters: 49796, time: 0.294, data: 0.019) G_GAN: 6.884 G_L1: 3.332 D_real: 0.001 D_fake: 0.027 +(epoch: 45, iters: 49896, time: 0.298, data: 0.019) G_GAN: 5.432 G_L1: 4.454 D_real: 0.002 D_fake: 0.018 +(epoch: 45, iters: 49996, time: 0.303, data: 0.018) G_GAN: 4.417 G_L1: 3.438 D_real: 0.014 D_fake: 0.071 +(epoch: 45, iters: 50096, time: 0.412, data: 0.020) G_GAN: 6.480 G_L1: 5.894 D_real: 0.002 D_fake: 0.053 +(epoch: 45, iters: 50196, time: 0.303, data: 0.028) G_GAN: 3.998 G_L1: 4.992 D_real: 0.770 D_fake: 0.015 +(epoch: 45, iters: 50296, time: 0.295, data: 0.019) G_GAN: 5.689 G_L1: 4.161 D_real: 0.000 D_fake: 0.043 +(epoch: 45, iters: 50396, time: 0.303, data: 0.019) G_GAN: 6.932 G_L1: 4.040 D_real: 0.000 D_fake: 0.004 +(epoch: 45, iters: 50496, time: 0.403, data: 0.019) G_GAN: 6.473 G_L1: 4.202 D_real: 0.000 D_fake: 0.007 +(epoch: 45, iters: 50596, time: 0.302, data: 0.016) G_GAN: 6.372 G_L1: 5.196 D_real: 0.000 D_fake: 0.026 +(epoch: 45, iters: 50696, time: 0.279, data: 0.018) G_GAN: 5.424 G_L1: 6.803 D_real: 0.018 D_fake: 0.385 +(epoch: 45, iters: 50796, time: 0.301, data: 0.017) G_GAN: 3.526 G_L1: 5.798 D_real: 0.000 D_fake: 0.049 +(epoch: 45, iters: 50896, time: 0.431, data: 0.022) G_GAN: 2.313 G_L1: 5.083 D_real: 0.001 D_fake: 0.070 +(epoch: 45, iters: 50996, time: 0.296, data: 0.020) G_GAN: 4.898 G_L1: 5.948 D_real: 0.000 D_fake: 0.032 +(epoch: 45, iters: 51096, time: 0.304, data: 0.019) G_GAN: 5.385 G_L1: 7.683 D_real: 0.000 D_fake: 0.026 +(epoch: 45, iters: 51196, time: 0.290, data: 0.018) G_GAN: 6.007 G_L1: 6.991 D_real: 0.008 D_fake: 0.049 +(epoch: 45, iters: 51296, time: 0.581, data: 0.019) G_GAN: 3.329 G_L1: 4.575 D_real: 0.000 D_fake: 0.168 +(epoch: 45, iters: 51396, time: 0.298, data: 0.018) G_GAN: 5.448 G_L1: 4.822 D_real: 0.000 D_fake: 0.116 +(epoch: 45, iters: 51496, time: 0.295, data: 0.019) G_GAN: 5.784 G_L1: 4.395 D_real: 0.000 D_fake: 0.154 +(epoch: 45, iters: 51596, time: 0.303, data: 0.020) G_GAN: 1.532 G_L1: 4.469 D_real: 0.000 D_fake: 0.214 +(epoch: 45, iters: 51696, time: 0.417, data: 0.019) G_GAN: 3.208 G_L1: 6.014 D_real: 0.000 D_fake: 0.110 +(epoch: 45, iters: 51796, time: 0.302, data: 0.018) G_GAN: 5.015 G_L1: 5.402 D_real: 0.000 D_fake: 0.086 +(epoch: 45, iters: 51896, time: 0.301, data: 0.019) G_GAN: 4.936 G_L1: 4.847 D_real: 0.005 D_fake: 0.038 +(epoch: 45, iters: 51996, time: 0.305, data: 0.018) G_GAN: 3.190 G_L1: 6.987 D_real: 0.000 D_fake: 0.169 +(epoch: 45, iters: 52096, time: 0.415, data: 0.019) G_GAN: 5.010 G_L1: 7.277 D_real: 0.002 D_fake: 0.142 +(epoch: 45, iters: 52196, time: 0.297, data: 0.018) G_GAN: 4.059 G_L1: 4.997 D_real: 0.000 D_fake: 0.382 +(epoch: 45, iters: 52296, time: 0.298, data: 0.018) G_GAN: 5.773 G_L1: 7.225 D_real: 0.002 D_fake: 0.095 +(epoch: 45, iters: 52396, time: 0.297, data: 0.019) G_GAN: 1.689 G_L1: 4.453 D_real: 0.000 D_fake: 0.244 +(epoch: 45, iters: 52496, time: 0.421, data: 0.020) G_GAN: 3.881 G_L1: 5.140 D_real: 0.000 D_fake: 0.107 +(epoch: 45, iters: 52596, time: 0.298, data: 0.020) G_GAN: 4.418 G_L1: 6.145 D_real: 0.000 D_fake: 0.140 +(epoch: 45, iters: 52696, time: 0.300, data: 0.018) G_GAN: 4.012 G_L1: 5.800 D_real: 0.000 D_fake: 0.128 +(epoch: 45, iters: 52796, time: 0.297, data: 0.019) G_GAN: 6.133 G_L1: 8.658 D_real: 0.000 D_fake: 0.096 +(epoch: 45, iters: 52896, time: 0.406, data: 0.017) G_GAN: 3.531 G_L1: 4.540 D_real: 0.000 D_fake: 0.272 +(epoch: 45, iters: 52996, time: 0.300, data: 0.020) G_GAN: 3.247 G_L1: 4.091 D_real: 0.000 D_fake: 0.279 +(epoch: 45, iters: 53096, time: 0.290, data: 0.018) G_GAN: 2.225 G_L1: 3.996 D_real: 0.001 D_fake: 0.477 +(epoch: 45, iters: 53196, time: 0.294, data: 0.019) G_GAN: 7.284 G_L1: 5.519 D_real: 0.001 D_fake: 0.004 +(epoch: 45, iters: 53296, time: 0.542, data: 0.018) G_GAN: 4.527 G_L1: 3.948 D_real: 0.001 D_fake: 0.255 +(epoch: 45, iters: 53396, time: 0.300, data: 0.021) G_GAN: 2.553 G_L1: 4.448 D_real: 0.000 D_fake: 0.273 +(epoch: 45, iters: 53496, time: 0.290, data: 0.019) G_GAN: 3.355 G_L1: 3.873 D_real: 0.000 D_fake: 0.109 +(epoch: 45, iters: 53596, time: 0.310, data: 0.018) G_GAN: 2.382 G_L1: 4.676 D_real: 0.000 D_fake: 0.202 +(epoch: 45, iters: 53696, time: 0.417, data: 0.020) G_GAN: 2.143 G_L1: 4.168 D_real: 0.000 D_fake: 0.037 +(epoch: 45, iters: 53796, time: 0.302, data: 0.018) G_GAN: 2.772 G_L1: 5.926 D_real: 0.000 D_fake: 0.222 +(epoch: 45, iters: 53896, time: 0.293, data: 0.019) G_GAN: 4.672 G_L1: 6.733 D_real: 0.007 D_fake: 0.215 +(epoch: 45, iters: 53996, time: 0.305, data: 0.018) G_GAN: 3.725 G_L1: 6.482 D_real: 0.001 D_fake: 0.163 +(epoch: 45, iters: 54096, time: 0.425, data: 0.023) G_GAN: 2.826 G_L1: 4.925 D_real: 0.000 D_fake: 0.575 +(epoch: 45, iters: 54196, time: 0.299, data: 0.019) G_GAN: 3.596 G_L1: 5.011 D_real: 0.001 D_fake: 0.160 +(epoch: 45, iters: 54296, time: 0.306, data: 0.021) G_GAN: 2.020 G_L1: 4.437 D_real: 0.000 D_fake: 0.390 +(epoch: 45, iters: 54396, time: 0.292, data: 0.018) G_GAN: 2.937 G_L1: 5.051 D_real: 0.001 D_fake: 0.085 +(epoch: 45, iters: 54496, time: 0.414, data: 0.018) G_GAN: 3.106 G_L1: 4.942 D_real: 0.000 D_fake: 0.550 +(epoch: 45, iters: 54596, time: 0.295, data: 0.018) G_GAN: 3.051 G_L1: 5.047 D_real: 0.000 D_fake: 0.325 +(epoch: 45, iters: 54696, time: 0.289, data: 0.018) G_GAN: 3.084 G_L1: 4.810 D_real: 0.001 D_fake: 0.381 +(epoch: 45, iters: 54796, time: 0.303, data: 0.019) G_GAN: 1.876 G_L1: 3.096 D_real: 0.002 D_fake: 0.263 +(epoch: 45, iters: 54896, time: 0.415, data: 0.019) G_GAN: 4.632 G_L1: 3.770 D_real: 0.000 D_fake: 0.179 +(epoch: 45, iters: 54996, time: 0.298, data: 0.018) G_GAN: 4.463 G_L1: 4.885 D_real: 0.000 D_fake: 0.043 +(epoch: 45, iters: 55096, time: 0.295, data: 0.019) G_GAN: 2.138 G_L1: 6.590 D_real: 0.000 D_fake: 0.621 +(epoch: 45, iters: 55196, time: 0.299, data: 0.017) G_GAN: 2.711 G_L1: 4.156 D_real: 0.000 D_fake: 0.116 +(epoch: 45, iters: 55296, time: 0.570, data: 0.019) G_GAN: 2.443 G_L1: 4.250 D_real: 0.000 D_fake: 0.282 +(epoch: 45, iters: 55396, time: 0.298, data: 0.019) G_GAN: 3.161 G_L1: 4.489 D_real: 0.000 D_fake: 0.566 +(epoch: 45, iters: 55496, time: 0.283, data: 0.017) G_GAN: 1.532 G_L1: 3.634 D_real: 0.000 D_fake: 0.254 +(epoch: 45, iters: 55596, time: 0.293, data: 0.017) G_GAN: 3.091 G_L1: 7.727 D_real: 0.003 D_fake: 0.164 +(epoch: 45, iters: 55696, time: 0.413, data: 0.017) G_GAN: 2.798 G_L1: 4.416 D_real: 0.000 D_fake: 0.259 +(epoch: 45, iters: 55796, time: 0.295, data: 0.017) G_GAN: 1.233 G_L1: 4.530 D_real: 0.000 D_fake: 0.333 +(epoch: 45, iters: 55896, time: 0.293, data: 0.020) G_GAN: 3.471 G_L1: 5.099 D_real: 0.000 D_fake: 0.328 +(epoch: 45, iters: 55996, time: 0.270, data: 0.018) G_GAN: 2.180 G_L1: 3.803 D_real: 0.002 D_fake: 0.469 +(epoch: 45, iters: 56096, time: 0.407, data: 0.015) G_GAN: 2.610 G_L1: 5.364 D_real: 0.025 D_fake: 0.274 +(epoch: 45, iters: 56196, time: 0.288, data: 0.017) G_GAN: 2.749 G_L1: 3.854 D_real: 0.000 D_fake: 0.227 +(epoch: 45, iters: 56296, time: 0.307, data: 0.018) G_GAN: 3.849 G_L1: 4.698 D_real: 0.000 D_fake: 0.097 +(epoch: 45, iters: 56396, time: 0.301, data: 0.023) G_GAN: 2.301 G_L1: 4.010 D_real: 0.000 D_fake: 0.171 +(epoch: 45, iters: 56496, time: 0.395, data: 0.018) G_GAN: 3.032 G_L1: 4.465 D_real: 0.000 D_fake: 0.111 +(epoch: 45, iters: 56596, time: 0.276, data: 0.015) G_GAN: 3.255 G_L1: 5.007 D_real: 0.000 D_fake: 0.185 +(epoch: 45, iters: 56696, time: 0.284, data: 0.016) G_GAN: 2.239 G_L1: 4.600 D_real: 0.001 D_fake: 0.316 +(epoch: 45, iters: 56796, time: 0.302, data: 0.015) G_GAN: 2.612 G_L1: 5.649 D_real: 0.001 D_fake: 0.171 +(epoch: 45, iters: 56896, time: 0.388, data: 0.019) G_GAN: 3.155 G_L1: 5.319 D_real: 0.005 D_fake: 0.425 +(epoch: 45, iters: 56996, time: 0.294, data: 0.018) G_GAN: 3.134 G_L1: 4.922 D_real: 0.000 D_fake: 0.215 +(epoch: 45, iters: 57096, time: 0.298, data: 0.017) G_GAN: 1.905 G_L1: 3.773 D_real: 0.000 D_fake: 0.450 +(epoch: 45, iters: 57196, time: 0.298, data: 0.018) G_GAN: 2.611 G_L1: 4.510 D_real: 0.000 D_fake: 0.187 +(epoch: 45, iters: 57296, time: 0.572, data: 0.017) G_GAN: 2.058 G_L1: 5.391 D_real: 0.000 D_fake: 0.136 +(epoch: 45, iters: 57396, time: 0.305, data: 0.018) G_GAN: 2.941 G_L1: 5.721 D_real: 0.000 D_fake: 0.552 +(epoch: 45, iters: 57496, time: 0.303, data: 0.018) G_GAN: 1.933 G_L1: 4.410 D_real: 0.000 D_fake: 0.086 +(epoch: 45, iters: 57596, time: 0.281, data: 0.017) G_GAN: 2.378 G_L1: 5.100 D_real: 0.018 D_fake: 0.551 +(epoch: 45, iters: 57696, time: 0.418, data: 0.016) G_GAN: 2.049 G_L1: 6.028 D_real: 0.079 D_fake: 1.047 +(epoch: 45, iters: 57796, time: 0.304, data: 0.018) G_GAN: 2.876 G_L1: 3.237 D_real: 0.001 D_fake: 0.228 +(epoch: 45, iters: 57896, time: 0.300, data: 0.018) G_GAN: 2.488 G_L1: 6.444 D_real: 0.000 D_fake: 2.141 +(epoch: 45, iters: 57996, time: 0.295, data: 0.019) G_GAN: 2.532 G_L1: 5.851 D_real: 0.229 D_fake: 0.349 +(epoch: 45, iters: 58096, time: 0.409, data: 0.017) G_GAN: 4.571 G_L1: 5.187 D_real: 0.000 D_fake: 0.080 +(epoch: 45, iters: 58196, time: 0.287, data: 0.017) G_GAN: 3.147 G_L1: 6.997 D_real: 0.000 D_fake: 1.049 +(epoch: 45, iters: 58296, time: 0.304, data: 0.016) G_GAN: 2.294 G_L1: 6.554 D_real: 0.000 D_fake: 0.320 +(epoch: 45, iters: 58396, time: 0.300, data: 0.019) G_GAN: 1.851 G_L1: 4.428 D_real: 0.000 D_fake: 0.342 +(epoch: 45, iters: 58496, time: 0.408, data: 0.019) G_GAN: 2.960 G_L1: 4.564 D_real: 0.000 D_fake: 0.143 +(epoch: 45, iters: 58596, time: 0.292, data: 0.017) G_GAN: 2.835 G_L1: 5.130 D_real: 0.003 D_fake: 0.240 +(epoch: 45, iters: 58696, time: 0.286, data: 0.016) G_GAN: 1.992 G_L1: 5.762 D_real: 0.002 D_fake: 0.304 +(epoch: 45, iters: 58796, time: 0.292, data: 0.019) G_GAN: 2.256 G_L1: 5.053 D_real: 0.000 D_fake: 0.309 +(epoch: 45, iters: 58896, time: 0.415, data: 0.016) G_GAN: 2.675 G_L1: 4.378 D_real: 0.008 D_fake: 0.264 +(epoch: 45, iters: 58996, time: 0.288, data: 0.017) G_GAN: 2.171 G_L1: 4.295 D_real: 0.258 D_fake: 0.310 +(epoch: 45, iters: 59096, time: 0.297, data: 0.017) G_GAN: 2.149 G_L1: 4.107 D_real: 0.003 D_fake: 0.708 +(epoch: 45, iters: 59196, time: 0.298, data: 0.018) G_GAN: 2.670 G_L1: 4.464 D_real: 0.000 D_fake: 0.155 +(epoch: 45, iters: 59296, time: 0.561, data: 0.018) G_GAN: 2.786 G_L1: 5.434 D_real: 0.000 D_fake: 0.338 +(epoch: 45, iters: 59396, time: 0.298, data: 0.019) G_GAN: 4.647 G_L1: 5.545 D_real: 0.000 D_fake: 0.555 +(epoch: 45, iters: 59496, time: 0.297, data: 0.018) G_GAN: 3.088 G_L1: 4.593 D_real: 0.010 D_fake: 0.167 +(epoch: 45, iters: 59596, time: 0.294, data: 0.019) G_GAN: 4.451 G_L1: 4.977 D_real: 0.042 D_fake: 0.101 +(epoch: 45, iters: 59696, time: 0.390, data: 0.018) G_GAN: 4.771 G_L1: 3.204 D_real: 0.024 D_fake: 0.381 +(epoch: 45, iters: 59796, time: 0.296, data: 0.016) G_GAN: 5.820 G_L1: 4.591 D_real: 0.003 D_fake: 0.072 +(epoch: 45, iters: 59896, time: 0.292, data: 0.017) G_GAN: 4.584 G_L1: 3.624 D_real: 0.003 D_fake: 0.364 +(epoch: 45, iters: 59996, time: 0.294, data: 0.018) G_GAN: 2.925 G_L1: 11.606 D_real: 0.428 D_fake: 0.089 +(epoch: 46, iters: 80, time: 0.581, data: 0.022) G_GAN: 4.024 G_L1: 2.899 D_real: 0.002 D_fake: 0.170 +(epoch: 46, iters: 180, time: 0.295, data: 0.019) G_GAN: 2.384 G_L1: 4.096 D_real: 0.105 D_fake: 0.184 +(epoch: 46, iters: 280, time: 0.297, data: 0.019) G_GAN: 4.469 G_L1: 5.479 D_real: 0.021 D_fake: 0.142 +(epoch: 46, iters: 380, time: 0.275, data: 0.019) G_GAN: 4.856 G_L1: 5.231 D_real: 0.045 D_fake: 0.022 +(epoch: 46, iters: 480, time: 0.413, data: 0.019) G_GAN: 3.544 G_L1: 3.579 D_real: 0.106 D_fake: 0.077 +(epoch: 46, iters: 580, time: 0.289, data: 0.019) G_GAN: 4.404 G_L1: 4.581 D_real: 0.040 D_fake: 0.107 +(epoch: 46, iters: 680, time: 0.296, data: 0.021) G_GAN: 3.227 G_L1: 4.883 D_real: 0.249 D_fake: 0.193 +(epoch: 46, iters: 780, time: 0.298, data: 0.019) G_GAN: 3.591 G_L1: 4.653 D_real: 0.002 D_fake: 0.141 +(epoch: 46, iters: 880, time: 0.415, data: 0.020) G_GAN: 2.228 G_L1: 6.414 D_real: 0.705 D_fake: 0.192 +(epoch: 46, iters: 980, time: 0.300, data: 0.020) G_GAN: 2.439 G_L1: 4.020 D_real: 0.005 D_fake: 0.210 +(epoch: 46, iters: 1080, time: 0.300, data: 0.020) G_GAN: 4.668 G_L1: 3.993 D_real: 0.117 D_fake: 0.107 +(epoch: 46, iters: 1180, time: 0.302, data: 0.019) G_GAN: 3.711 G_L1: 3.842 D_real: 0.022 D_fake: 0.156 +(epoch: 46, iters: 1280, time: 0.595, data: 0.020) G_GAN: 4.312 G_L1: 4.288 D_real: 0.233 D_fake: 0.035 +(epoch: 46, iters: 1380, time: 0.303, data: 0.019) G_GAN: 5.033 G_L1: 3.925 D_real: 0.009 D_fake: 0.022 +(epoch: 46, iters: 1480, time: 0.300, data: 0.023) G_GAN: 3.018 G_L1: 4.130 D_real: 0.135 D_fake: 0.226 +(epoch: 46, iters: 1580, time: 0.296, data: 0.019) G_GAN: 4.903 G_L1: 10.830 D_real: 0.007 D_fake: 0.173 +(epoch: 46, iters: 1680, time: 0.412, data: 0.019) G_GAN: 3.541 G_L1: 4.834 D_real: 0.105 D_fake: 0.096 +(epoch: 46, iters: 1780, time: 0.299, data: 0.019) G_GAN: 4.303 G_L1: 3.661 D_real: 0.446 D_fake: 0.064 +(epoch: 46, iters: 1880, time: 0.297, data: 0.018) G_GAN: 3.165 G_L1: 3.662 D_real: 0.521 D_fake: 0.033 +(epoch: 46, iters: 1980, time: 0.285, data: 0.022) G_GAN: 4.757 G_L1: 6.904 D_real: 0.004 D_fake: 0.426 +(epoch: 46, iters: 2080, time: 0.410, data: 0.021) G_GAN: 2.943 G_L1: 4.407 D_real: 0.120 D_fake: 0.101 +(epoch: 46, iters: 2180, time: 0.302, data: 0.022) G_GAN: 4.312 G_L1: 5.943 D_real: 0.148 D_fake: 0.193 +(epoch: 46, iters: 2280, time: 0.292, data: 0.019) G_GAN: 3.217 G_L1: 4.082 D_real: 0.506 D_fake: 0.088 +(epoch: 46, iters: 2380, time: 0.303, data: 0.017) G_GAN: 3.918 G_L1: 3.702 D_real: 0.049 D_fake: 0.047 +(epoch: 46, iters: 2480, time: 0.424, data: 0.019) G_GAN: 3.257 G_L1: 3.988 D_real: 0.117 D_fake: 0.119 +(epoch: 46, iters: 2580, time: 0.298, data: 0.019) G_GAN: 5.305 G_L1: 4.026 D_real: 0.011 D_fake: 0.146 +(epoch: 46, iters: 2680, time: 0.296, data: 0.019) G_GAN: 2.726 G_L1: 3.568 D_real: 0.007 D_fake: 0.215 +(epoch: 46, iters: 2780, time: 0.299, data: 0.024) G_GAN: 3.099 G_L1: 4.729 D_real: 0.436 D_fake: 0.185 +(epoch: 46, iters: 2880, time: 0.396, data: 0.020) G_GAN: 2.881 G_L1: 3.525 D_real: 0.227 D_fake: 0.132 +(epoch: 46, iters: 2980, time: 0.298, data: 0.021) G_GAN: 1.879 G_L1: 2.514 D_real: 0.306 D_fake: 0.326 +(epoch: 46, iters: 3080, time: 0.302, data: 0.020) G_GAN: 6.082 G_L1: 4.795 D_real: 0.209 D_fake: 0.010 +(epoch: 46, iters: 3180, time: 0.298, data: 0.019) G_GAN: 4.419 G_L1: 4.543 D_real: 0.040 D_fake: 0.118 +(epoch: 46, iters: 3280, time: 0.566, data: 0.019) G_GAN: 2.773 G_L1: 3.543 D_real: 0.145 D_fake: 0.106 +(epoch: 46, iters: 3380, time: 0.310, data: 0.019) G_GAN: 4.331 G_L1: 4.446 D_real: 0.151 D_fake: 0.046 +(epoch: 46, iters: 3480, time: 0.297, data: 0.019) G_GAN: 3.336 G_L1: 3.649 D_real: 0.195 D_fake: 0.117 +(epoch: 46, iters: 3580, time: 0.303, data: 0.019) G_GAN: 3.153 G_L1: 4.084 D_real: 0.003 D_fake: 0.162 +(epoch: 46, iters: 3680, time: 0.405, data: 0.019) G_GAN: 4.168 G_L1: 3.510 D_real: 0.152 D_fake: 0.032 +(epoch: 46, iters: 3780, time: 0.298, data: 0.019) G_GAN: 2.734 G_L1: 3.345 D_real: 0.189 D_fake: 0.218 +(epoch: 46, iters: 3880, time: 0.302, data: 0.020) G_GAN: 5.961 G_L1: 6.958 D_real: 0.013 D_fake: 0.009 +(epoch: 46, iters: 3980, time: 0.292, data: 0.019) G_GAN: 5.640 G_L1: 4.659 D_real: 0.063 D_fake: 0.144 +(epoch: 46, iters: 4080, time: 0.376, data: 0.019) G_GAN: 4.791 G_L1: 6.016 D_real: 0.002 D_fake: 0.146 +(epoch: 46, iters: 4180, time: 0.300, data: 0.020) G_GAN: 5.500 G_L1: 5.961 D_real: 0.003 D_fake: 0.141 +(epoch: 46, iters: 4280, time: 0.288, data: 0.021) G_GAN: 7.164 G_L1: 6.215 D_real: 0.082 D_fake: 0.005 +(epoch: 46, iters: 4380, time: 0.278, data: 0.020) G_GAN: 5.173 G_L1: 4.074 D_real: 0.003 D_fake: 0.226 +(epoch: 46, iters: 4480, time: 0.400, data: 0.019) G_GAN: 4.876 G_L1: 4.282 D_real: 0.017 D_fake: 0.009 +(epoch: 46, iters: 4580, time: 0.293, data: 0.017) G_GAN: 5.632 G_L1: 4.057 D_real: 0.080 D_fake: 0.021 +(epoch: 46, iters: 4680, time: 0.298, data: 0.019) G_GAN: 5.373 G_L1: 3.118 D_real: 0.116 D_fake: 0.057 +(epoch: 46, iters: 4780, time: 0.298, data: 0.020) G_GAN: 4.278 G_L1: 6.662 D_real: 0.044 D_fake: 0.149 +(epoch: 46, iters: 4880, time: 0.408, data: 0.018) G_GAN: 3.797 G_L1: 5.639 D_real: 0.002 D_fake: 0.124 +(epoch: 46, iters: 4980, time: 0.305, data: 0.020) G_GAN: 4.406 G_L1: 6.837 D_real: 0.001 D_fake: 0.041 +(epoch: 46, iters: 5080, time: 0.293, data: 0.019) G_GAN: 7.463 G_L1: 5.424 D_real: 0.005 D_fake: 0.005 +(epoch: 46, iters: 5180, time: 0.298, data: 0.019) G_GAN: 3.400 G_L1: 8.729 D_real: 0.001 D_fake: 0.145 +(epoch: 46, iters: 5280, time: 0.529, data: 0.019) G_GAN: 4.430 G_L1: 6.153 D_real: 0.000 D_fake: 0.039 +(epoch: 46, iters: 5380, time: 0.303, data: 0.019) G_GAN: 2.676 G_L1: 4.043 D_real: 0.000 D_fake: 0.306 +(epoch: 46, iters: 5480, time: 0.293, data: 0.019) G_GAN: 4.030 G_L1: 5.085 D_real: 0.000 D_fake: 0.123 +(epoch: 46, iters: 5580, time: 0.290, data: 0.017) G_GAN: 2.336 G_L1: 4.390 D_real: 0.002 D_fake: 0.155 +(epoch: 46, iters: 5680, time: 0.424, data: 0.017) G_GAN: 2.740 G_L1: 4.951 D_real: 0.000 D_fake: 0.121 +(epoch: 46, iters: 5780, time: 0.304, data: 0.020) G_GAN: 4.566 G_L1: 4.568 D_real: 0.001 D_fake: 0.037 +(epoch: 46, iters: 5880, time: 0.295, data: 0.018) G_GAN: 3.846 G_L1: 6.919 D_real: 0.001 D_fake: 0.580 +(epoch: 46, iters: 5980, time: 0.300, data: 0.018) G_GAN: 5.496 G_L1: 10.246 D_real: 0.044 D_fake: 0.069 +(epoch: 46, iters: 6080, time: 0.420, data: 0.018) G_GAN: 3.262 G_L1: 4.854 D_real: 0.000 D_fake: 0.208 +(epoch: 46, iters: 6180, time: 0.288, data: 0.018) G_GAN: 2.591 G_L1: 4.781 D_real: 0.001 D_fake: 0.369 +(epoch: 46, iters: 6280, time: 0.297, data: 0.017) G_GAN: 3.672 G_L1: 4.405 D_real: 0.000 D_fake: 0.058 +(epoch: 46, iters: 6380, time: 0.294, data: 0.018) G_GAN: 2.350 G_L1: 2.728 D_real: 0.000 D_fake: 0.228 +(epoch: 46, iters: 6480, time: 0.423, data: 0.018) G_GAN: 3.722 G_L1: 5.104 D_real: 0.000 D_fake: 0.396 +(epoch: 46, iters: 6580, time: 0.302, data: 0.019) G_GAN: 2.831 G_L1: 4.507 D_real: 0.000 D_fake: 0.287 +(epoch: 46, iters: 6680, time: 0.294, data: 0.018) G_GAN: 2.683 G_L1: 4.336 D_real: 0.000 D_fake: 0.333 +(epoch: 46, iters: 6780, time: 0.286, data: 0.018) G_GAN: 2.568 G_L1: 4.692 D_real: 0.000 D_fake: 0.492 +(epoch: 46, iters: 6880, time: 0.413, data: 0.017) G_GAN: 4.933 G_L1: 6.812 D_real: 0.000 D_fake: 0.037 +(epoch: 46, iters: 6980, time: 0.303, data: 0.019) G_GAN: 3.433 G_L1: 4.919 D_real: 0.000 D_fake: 0.418 +(epoch: 46, iters: 7080, time: 0.300, data: 0.017) G_GAN: 3.665 G_L1: 3.578 D_real: 0.000 D_fake: 0.080 +(epoch: 46, iters: 7180, time: 0.299, data: 0.017) G_GAN: 3.741 G_L1: 4.169 D_real: 0.000 D_fake: 0.163 +(epoch: 46, iters: 7280, time: 0.575, data: 0.017) G_GAN: 3.212 G_L1: 5.784 D_real: 0.000 D_fake: 0.482 +(epoch: 46, iters: 7380, time: 0.298, data: 0.023) G_GAN: 2.866 G_L1: 7.257 D_real: 0.001 D_fake: 0.211 +(epoch: 46, iters: 7480, time: 0.298, data: 0.018) G_GAN: 3.869 G_L1: 3.989 D_real: 0.002 D_fake: 0.038 +(epoch: 46, iters: 7580, time: 0.303, data: 0.018) G_GAN: 2.904 G_L1: 4.466 D_real: 0.000 D_fake: 0.304 +(epoch: 46, iters: 7680, time: 0.405, data: 0.019) G_GAN: 2.414 G_L1: 5.365 D_real: 0.000 D_fake: 0.495 +(epoch: 46, iters: 7780, time: 0.288, data: 0.020) G_GAN: 4.071 G_L1: 5.078 D_real: 0.000 D_fake: 0.679 +(epoch: 46, iters: 7880, time: 0.303, data: 0.016) G_GAN: 3.927 G_L1: 4.248 D_real: 0.000 D_fake: 0.088 +(epoch: 46, iters: 7980, time: 0.286, data: 0.018) G_GAN: 3.005 G_L1: 4.016 D_real: 0.000 D_fake: 0.063 +(epoch: 46, iters: 8080, time: 0.403, data: 0.018) G_GAN: 3.143 G_L1: 5.716 D_real: 0.000 D_fake: 0.093 +(epoch: 46, iters: 8180, time: 0.296, data: 0.020) G_GAN: 1.885 G_L1: 4.759 D_real: 0.000 D_fake: 0.431 +(epoch: 46, iters: 8280, time: 0.298, data: 0.018) G_GAN: 5.903 G_L1: 9.030 D_real: 0.000 D_fake: 0.215 +(epoch: 46, iters: 8380, time: 0.295, data: 0.018) G_GAN: 2.677 G_L1: 6.241 D_real: 0.000 D_fake: 0.526 +(epoch: 46, iters: 8480, time: 0.394, data: 0.018) G_GAN: 3.356 G_L1: 4.354 D_real: 0.000 D_fake: 0.074 +(epoch: 46, iters: 8580, time: 0.296, data: 0.018) G_GAN: 2.084 G_L1: 3.416 D_real: 0.000 D_fake: 0.760 +(epoch: 46, iters: 8680, time: 0.299, data: 0.017) G_GAN: 2.656 G_L1: 4.400 D_real: 0.011 D_fake: 0.055 +(epoch: 46, iters: 8780, time: 0.303, data: 0.019) G_GAN: 3.456 G_L1: 6.540 D_real: 0.000 D_fake: 0.326 +(epoch: 46, iters: 8880, time: 0.392, data: 0.019) G_GAN: 2.035 G_L1: 5.138 D_real: 0.003 D_fake: 0.138 +(epoch: 46, iters: 8980, time: 0.303, data: 0.018) G_GAN: 2.542 G_L1: 4.448 D_real: 0.000 D_fake: 0.217 +(epoch: 46, iters: 9080, time: 0.298, data: 0.019) G_GAN: 1.987 G_L1: 4.613 D_real: 0.001 D_fake: 0.908 +(epoch: 46, iters: 9180, time: 0.302, data: 0.018) G_GAN: 1.834 G_L1: 3.911 D_real: 0.001 D_fake: 0.163 +(epoch: 46, iters: 9280, time: 0.528, data: 0.018) G_GAN: 2.159 G_L1: 4.173 D_real: 1.420 D_fake: 0.150 +(epoch: 46, iters: 9380, time: 0.301, data: 0.019) G_GAN: 2.274 G_L1: 4.308 D_real: 0.000 D_fake: 0.571 +(epoch: 46, iters: 9480, time: 0.299, data: 0.019) G_GAN: 1.644 G_L1: 9.783 D_real: 0.000 D_fake: 0.633 +(epoch: 46, iters: 9580, time: 0.304, data: 0.020) G_GAN: 2.336 G_L1: 3.697 D_real: 0.001 D_fake: 0.207 +(epoch: 46, iters: 9680, time: 0.426, data: 0.018) G_GAN: 2.982 G_L1: 6.535 D_real: 0.016 D_fake: 0.389 +(epoch: 46, iters: 9780, time: 0.297, data: 0.018) G_GAN: 2.904 G_L1: 7.319 D_real: 0.000 D_fake: 0.243 +(epoch: 46, iters: 9880, time: 0.306, data: 0.017) G_GAN: 2.618 G_L1: 7.363 D_real: 0.001 D_fake: 0.420 +(epoch: 46, iters: 9980, time: 0.298, data: 0.019) G_GAN: 3.668 G_L1: 4.877 D_real: 0.059 D_fake: 0.196 +(epoch: 46, iters: 10080, time: 0.419, data: 0.023) G_GAN: 2.146 G_L1: 3.441 D_real: 0.000 D_fake: 0.262 +(epoch: 46, iters: 10180, time: 0.297, data: 0.019) G_GAN: 2.368 G_L1: 8.265 D_real: 0.000 D_fake: 0.385 +(epoch: 46, iters: 10280, time: 0.295, data: 0.017) G_GAN: 1.958 G_L1: 3.614 D_real: 0.000 D_fake: 0.313 +(epoch: 46, iters: 10380, time: 0.307, data: 0.018) G_GAN: 2.409 G_L1: 12.603 D_real: 0.000 D_fake: 0.391 +(epoch: 46, iters: 10480, time: 0.420, data: 0.019) G_GAN: 2.370 G_L1: 3.556 D_real: 0.000 D_fake: 0.958 +(epoch: 46, iters: 10580, time: 0.299, data: 0.021) G_GAN: 1.753 G_L1: 3.804 D_real: 0.000 D_fake: 0.517 +(epoch: 46, iters: 10680, time: 0.295, data: 0.018) G_GAN: 3.884 G_L1: 5.315 D_real: 0.002 D_fake: 0.344 +(epoch: 46, iters: 10780, time: 0.287, data: 0.019) G_GAN: 1.304 G_L1: 4.366 D_real: 0.000 D_fake: 0.640 +(epoch: 46, iters: 10880, time: 0.419, data: 0.016) G_GAN: 1.431 G_L1: 4.708 D_real: 0.001 D_fake: 0.268 +(epoch: 46, iters: 10980, time: 0.304, data: 0.019) G_GAN: 2.900 G_L1: 5.059 D_real: 0.002 D_fake: 0.291 +(epoch: 46, iters: 11080, time: 0.299, data: 0.019) G_GAN: 2.762 G_L1: 4.159 D_real: 0.016 D_fake: 0.336 +(epoch: 46, iters: 11180, time: 0.295, data: 0.018) G_GAN: 2.789 G_L1: 4.866 D_real: 0.002 D_fake: 0.110 +(epoch: 46, iters: 11280, time: 0.563, data: 0.017) G_GAN: 3.068 G_L1: 4.448 D_real: 0.001 D_fake: 0.149 +(epoch: 46, iters: 11380, time: 0.303, data: 0.020) G_GAN: 3.849 G_L1: 4.025 D_real: 0.004 D_fake: 0.065 +(epoch: 46, iters: 11480, time: 0.302, data: 0.018) G_GAN: 3.443 G_L1: 3.808 D_real: 0.010 D_fake: 0.244 +(epoch: 46, iters: 11580, time: 0.301, data: 0.019) G_GAN: 3.568 G_L1: 4.894 D_real: 0.001 D_fake: 0.095 +(epoch: 46, iters: 11680, time: 0.419, data: 0.024) G_GAN: 2.075 G_L1: 4.379 D_real: 0.000 D_fake: 0.264 +(epoch: 46, iters: 11780, time: 0.308, data: 0.020) G_GAN: 2.744 G_L1: 4.209 D_real: 0.034 D_fake: 0.152 +(epoch: 46, iters: 11880, time: 0.304, data: 0.018) G_GAN: 3.570 G_L1: 3.148 D_real: 0.000 D_fake: 0.233 +(epoch: 46, iters: 11980, time: 0.302, data: 0.019) G_GAN: 3.053 G_L1: 5.001 D_real: 0.295 D_fake: 0.203 +(epoch: 46, iters: 12080, time: 0.419, data: 0.018) G_GAN: 5.210 G_L1: 4.632 D_real: 0.036 D_fake: 0.020 +(epoch: 46, iters: 12180, time: 0.305, data: 0.019) G_GAN: 4.626 G_L1: 6.434 D_real: 0.013 D_fake: 0.187 +(epoch: 46, iters: 12280, time: 0.307, data: 0.020) G_GAN: 2.672 G_L1: 3.485 D_real: 0.014 D_fake: 0.310 +(epoch: 46, iters: 12380, time: 0.304, data: 0.018) G_GAN: 2.710 G_L1: 3.470 D_real: 0.007 D_fake: 0.173 +(epoch: 46, iters: 12480, time: 0.427, data: 0.019) G_GAN: 3.764 G_L1: 4.012 D_real: 0.031 D_fake: 0.066 +(epoch: 46, iters: 12580, time: 0.287, data: 0.021) G_GAN: 3.178 G_L1: 3.956 D_real: 0.000 D_fake: 0.227 +(epoch: 46, iters: 12680, time: 0.299, data: 0.016) G_GAN: 4.827 G_L1: 6.749 D_real: 0.082 D_fake: 0.076 +(epoch: 46, iters: 12780, time: 0.293, data: 0.017) G_GAN: 2.995 G_L1: 4.066 D_real: 0.747 D_fake: 0.136 +(epoch: 46, iters: 12880, time: 0.417, data: 0.018) G_GAN: 2.810 G_L1: 5.045 D_real: 0.000 D_fake: 0.166 +(epoch: 46, iters: 12980, time: 0.304, data: 0.019) G_GAN: 4.976 G_L1: 5.735 D_real: 0.006 D_fake: 0.110 +(epoch: 46, iters: 13080, time: 0.301, data: 0.019) G_GAN: 2.360 G_L1: 4.054 D_real: 0.006 D_fake: 0.315 +(epoch: 46, iters: 13180, time: 0.306, data: 0.018) G_GAN: 3.641 G_L1: 4.341 D_real: 0.000 D_fake: 0.561 +(epoch: 46, iters: 13280, time: 0.568, data: 0.018) G_GAN: 2.957 G_L1: 4.238 D_real: 0.017 D_fake: 0.188 +(epoch: 46, iters: 13380, time: 0.295, data: 0.017) G_GAN: 2.208 G_L1: 3.722 D_real: 0.162 D_fake: 0.168 +(epoch: 46, iters: 13480, time: 0.297, data: 0.018) G_GAN: 3.501 G_L1: 5.578 D_real: 0.000 D_fake: 0.256 +(epoch: 46, iters: 13580, time: 0.303, data: 0.018) G_GAN: 2.456 G_L1: 4.042 D_real: 0.001 D_fake: 0.139 +(epoch: 46, iters: 13680, time: 0.409, data: 0.020) G_GAN: 1.922 G_L1: 4.217 D_real: 0.013 D_fake: 0.688 +(epoch: 46, iters: 13780, time: 0.300, data: 0.018) G_GAN: 2.281 G_L1: 5.263 D_real: 0.093 D_fake: 0.306 +(epoch: 46, iters: 13880, time: 0.293, data: 0.019) G_GAN: 3.257 G_L1: 4.313 D_real: 0.149 D_fake: 0.188 +(epoch: 46, iters: 13980, time: 0.295, data: 0.018) G_GAN: 4.811 G_L1: 3.232 D_real: 0.004 D_fake: 0.022 +(epoch: 46, iters: 14080, time: 0.390, data: 0.018) G_GAN: 2.381 G_L1: 4.048 D_real: 0.006 D_fake: 0.325 +(epoch: 46, iters: 14180, time: 0.305, data: 0.019) G_GAN: 2.075 G_L1: 3.744 D_real: 0.001 D_fake: 0.523 +(epoch: 46, iters: 14280, time: 0.306, data: 0.020) G_GAN: 2.462 G_L1: 4.172 D_real: 0.277 D_fake: 0.270 +(epoch: 46, iters: 14380, time: 0.287, data: 0.020) G_GAN: 2.662 G_L1: 4.436 D_real: 0.001 D_fake: 0.233 +(epoch: 46, iters: 14480, time: 0.377, data: 0.018) G_GAN: 1.464 G_L1: 3.766 D_real: 0.000 D_fake: 0.312 +(epoch: 46, iters: 14580, time: 0.269, data: 0.018) G_GAN: 2.539 G_L1: 4.346 D_real: 0.032 D_fake: 0.291 +(epoch: 46, iters: 14680, time: 0.306, data: 0.015) G_GAN: 5.485 G_L1: 5.220 D_real: 0.030 D_fake: 0.062 +(epoch: 46, iters: 14780, time: 0.301, data: 0.019) G_GAN: 4.811 G_L1: 6.696 D_real: 0.097 D_fake: 0.056 +(epoch: 46, iters: 14880, time: 0.413, data: 0.017) G_GAN: 3.704 G_L1: 4.888 D_real: 0.001 D_fake: 0.119 +(epoch: 46, iters: 14980, time: 0.290, data: 0.019) G_GAN: 4.136 G_L1: 4.084 D_real: 0.077 D_fake: 0.154 +(epoch: 46, iters: 15080, time: 0.291, data: 0.019) G_GAN: 3.514 G_L1: 6.055 D_real: 0.271 D_fake: 0.086 +(epoch: 46, iters: 15180, time: 0.306, data: 0.021) G_GAN: 4.918 G_L1: 6.407 D_real: 0.012 D_fake: 0.599 +(epoch: 46, iters: 15280, time: 0.610, data: 0.019) G_GAN: 3.407 G_L1: 4.810 D_real: 0.000 D_fake: 0.404 +(epoch: 46, iters: 15380, time: 0.307, data: 0.018) G_GAN: 2.550 G_L1: 3.948 D_real: 0.008 D_fake: 0.346 +(epoch: 46, iters: 15480, time: 0.296, data: 0.019) G_GAN: 4.176 G_L1: 4.495 D_real: 0.081 D_fake: 0.189 +(epoch: 46, iters: 15580, time: 0.290, data: 0.019) G_GAN: 8.223 G_L1: 4.463 D_real: 0.009 D_fake: 0.002 +(epoch: 46, iters: 15680, time: 0.388, data: 0.018) G_GAN: 4.090 G_L1: 4.882 D_real: 0.034 D_fake: 0.077 +(epoch: 46, iters: 15780, time: 0.294, data: 0.019) G_GAN: 6.181 G_L1: 5.817 D_real: 0.004 D_fake: 0.007 +(epoch: 46, iters: 15880, time: 0.301, data: 0.017) G_GAN: 3.289 G_L1: 3.622 D_real: 0.007 D_fake: 0.122 +(epoch: 46, iters: 15980, time: 0.276, data: 0.023) G_GAN: 4.173 G_L1: 5.207 D_real: 0.013 D_fake: 0.125 +(epoch: 46, iters: 16080, time: 0.398, data: 0.022) G_GAN: 3.417 G_L1: 4.562 D_real: 0.000 D_fake: 0.187 +(epoch: 46, iters: 16180, time: 0.299, data: 0.018) G_GAN: 3.761 G_L1: 4.274 D_real: 0.000 D_fake: 0.092 +(epoch: 46, iters: 16280, time: 0.292, data: 0.018) G_GAN: 4.352 G_L1: 5.130 D_real: 0.002 D_fake: 0.265 +(epoch: 46, iters: 16380, time: 0.297, data: 0.018) G_GAN: 4.080 G_L1: 4.587 D_real: 0.000 D_fake: 0.032 +(epoch: 46, iters: 16480, time: 0.423, data: 0.019) G_GAN: 2.915 G_L1: 4.245 D_real: 0.002 D_fake: 0.146 +(epoch: 46, iters: 16580, time: 0.303, data: 0.020) G_GAN: 3.680 G_L1: 4.205 D_real: 0.000 D_fake: 0.250 +(epoch: 46, iters: 16680, time: 0.295, data: 0.020) G_GAN: 5.532 G_L1: 6.563 D_real: 0.000 D_fake: 0.029 +(epoch: 46, iters: 16780, time: 0.280, data: 0.019) G_GAN: 4.056 G_L1: 5.731 D_real: 0.006 D_fake: 0.157 +(epoch: 46, iters: 16880, time: 0.409, data: 0.017) G_GAN: 3.901 G_L1: 4.705 D_real: 0.115 D_fake: 0.178 +(epoch: 46, iters: 16980, time: 0.300, data: 0.017) G_GAN: 4.071 G_L1: 6.188 D_real: 0.032 D_fake: 0.099 +(epoch: 46, iters: 17080, time: 0.278, data: 0.019) G_GAN: 3.507 G_L1: 5.288 D_real: 0.002 D_fake: 0.552 +(epoch: 46, iters: 17180, time: 0.296, data: 0.018) G_GAN: 3.148 G_L1: 5.427 D_real: 0.007 D_fake: 0.112 +(epoch: 46, iters: 17280, time: 0.578, data: 0.018) G_GAN: 5.888 G_L1: 4.703 D_real: 0.826 D_fake: 0.002 +(epoch: 46, iters: 17380, time: 0.299, data: 0.018) G_GAN: 4.535 G_L1: 3.372 D_real: 0.000 D_fake: 0.078 +(epoch: 46, iters: 17480, time: 0.305, data: 0.022) G_GAN: 4.482 G_L1: 4.049 D_real: 0.040 D_fake: 0.072 +(epoch: 46, iters: 17580, time: 0.304, data: 0.019) G_GAN: 4.522 G_L1: 6.452 D_real: 0.002 D_fake: 0.034 +(epoch: 46, iters: 17680, time: 0.405, data: 0.023) G_GAN: 2.630 G_L1: 4.258 D_real: 0.064 D_fake: 0.127 +(epoch: 46, iters: 17780, time: 0.294, data: 0.019) G_GAN: 2.675 G_L1: 4.900 D_real: 0.573 D_fake: 0.312 +(epoch: 46, iters: 17880, time: 0.304, data: 0.018) G_GAN: 7.358 G_L1: 6.733 D_real: 0.025 D_fake: 0.088 +(epoch: 46, iters: 17980, time: 0.299, data: 0.019) G_GAN: 6.320 G_L1: 6.074 D_real: 0.020 D_fake: 0.056 +(epoch: 46, iters: 18080, time: 0.404, data: 0.019) G_GAN: 5.162 G_L1: 6.756 D_real: 0.035 D_fake: 0.059 +(epoch: 46, iters: 18180, time: 0.294, data: 0.019) G_GAN: 4.539 G_L1: 6.805 D_real: 0.073 D_fake: 0.038 +(epoch: 46, iters: 18280, time: 0.307, data: 0.019) G_GAN: 4.480 G_L1: 7.745 D_real: 0.033 D_fake: 0.038 +(epoch: 46, iters: 18380, time: 0.297, data: 0.020) G_GAN: 4.255 G_L1: 4.241 D_real: 0.113 D_fake: 0.068 +(epoch: 46, iters: 18480, time: 0.414, data: 0.018) G_GAN: 7.561 G_L1: 6.593 D_real: 0.115 D_fake: 0.005 +(epoch: 46, iters: 18580, time: 0.302, data: 0.016) G_GAN: 4.292 G_L1: 7.090 D_real: 0.086 D_fake: 0.117 +(epoch: 46, iters: 18680, time: 0.294, data: 0.018) G_GAN: 7.548 G_L1: 7.287 D_real: 0.013 D_fake: 0.004 +(epoch: 46, iters: 18780, time: 0.288, data: 0.020) G_GAN: 5.927 G_L1: 4.490 D_real: 0.000 D_fake: 0.022 +(epoch: 46, iters: 18880, time: 0.408, data: 0.016) G_GAN: 6.004 G_L1: 4.480 D_real: 0.002 D_fake: 0.013 +(epoch: 46, iters: 18980, time: 0.296, data: 0.018) G_GAN: 5.415 G_L1: 4.640 D_real: 0.000 D_fake: 0.032 +(epoch: 46, iters: 19080, time: 0.302, data: 0.017) G_GAN: 4.582 G_L1: 12.029 D_real: 0.018 D_fake: 0.023 +(epoch: 46, iters: 19180, time: 0.302, data: 0.020) G_GAN: 3.640 G_L1: 5.183 D_real: 0.013 D_fake: 0.132 +(epoch: 46, iters: 19280, time: 0.610, data: 0.019) G_GAN: 4.026 G_L1: 6.492 D_real: 0.020 D_fake: 0.060 +(epoch: 46, iters: 19380, time: 0.293, data: 0.020) G_GAN: 4.304 G_L1: 3.654 D_real: 0.000 D_fake: 0.065 +(epoch: 46, iters: 19480, time: 0.300, data: 0.019) G_GAN: 3.437 G_L1: 4.344 D_real: 0.021 D_fake: 0.051 +(epoch: 46, iters: 19580, time: 0.301, data: 0.018) G_GAN: 3.904 G_L1: 4.572 D_real: 0.000 D_fake: 0.061 +(epoch: 46, iters: 19680, time: 0.413, data: 0.019) G_GAN: 5.643 G_L1: 8.476 D_real: 0.000 D_fake: 0.059 +(epoch: 46, iters: 19780, time: 0.292, data: 0.020) G_GAN: 2.478 G_L1: 5.786 D_real: 0.004 D_fake: 0.199 +(epoch: 46, iters: 19880, time: 0.298, data: 0.018) G_GAN: 4.126 G_L1: 6.200 D_real: 0.000 D_fake: 0.127 +(epoch: 46, iters: 19980, time: 0.289, data: 0.017) G_GAN: 3.836 G_L1: 4.002 D_real: 0.000 D_fake: 0.072 +(epoch: 46, iters: 20080, time: 0.403, data: 0.017) G_GAN: 6.394 G_L1: 8.418 D_real: 0.001 D_fake: 0.049 +(epoch: 46, iters: 20180, time: 0.302, data: 0.018) G_GAN: 4.023 G_L1: 3.542 D_real: 0.000 D_fake: 0.110 +(epoch: 46, iters: 20280, time: 0.292, data: 0.020) G_GAN: 4.341 G_L1: 6.146 D_real: 0.000 D_fake: 0.304 +(epoch: 46, iters: 20380, time: 0.304, data: 0.017) G_GAN: 4.398 G_L1: 3.940 D_real: 0.000 D_fake: 0.016 +(epoch: 46, iters: 20480, time: 0.408, data: 0.019) G_GAN: 3.755 G_L1: 5.416 D_real: 0.000 D_fake: 0.098 +(epoch: 46, iters: 20580, time: 0.300, data: 0.018) G_GAN: 4.216 G_L1: 4.475 D_real: 0.000 D_fake: 0.196 +(epoch: 46, iters: 20680, time: 0.310, data: 0.019) G_GAN: 3.835 G_L1: 5.557 D_real: 0.000 D_fake: 0.269 +(epoch: 46, iters: 20780, time: 0.299, data: 0.020) G_GAN: 2.614 G_L1: 4.682 D_real: 0.000 D_fake: 0.149 +(epoch: 46, iters: 20880, time: 0.418, data: 0.019) G_GAN: 2.894 G_L1: 4.580 D_real: 0.000 D_fake: 0.190 +(epoch: 46, iters: 20980, time: 0.303, data: 0.018) G_GAN: 4.213 G_L1: 4.887 D_real: 0.000 D_fake: 0.082 +(epoch: 46, iters: 21080, time: 0.301, data: 0.023) G_GAN: 6.588 G_L1: 7.716 D_real: 0.000 D_fake: 0.116 +(epoch: 46, iters: 21180, time: 0.302, data: 0.024) G_GAN: 2.492 G_L1: 4.153 D_real: 0.000 D_fake: 0.183 +(epoch: 46, iters: 21280, time: 0.578, data: 0.018) G_GAN: 3.984 G_L1: 8.158 D_real: 0.000 D_fake: 0.262 +(epoch: 46, iters: 21380, time: 0.307, data: 0.023) G_GAN: 4.895 G_L1: 7.721 D_real: 0.000 D_fake: 0.234 +(epoch: 46, iters: 21480, time: 0.301, data: 0.021) G_GAN: 2.775 G_L1: 5.022 D_real: 0.000 D_fake: 0.131 +(epoch: 46, iters: 21580, time: 0.301, data: 0.017) G_GAN: 4.067 G_L1: 6.481 D_real: 0.001 D_fake: 0.106 +(epoch: 46, iters: 21680, time: 0.425, data: 0.018) G_GAN: 4.281 G_L1: 5.710 D_real: 0.000 D_fake: 0.366 +(epoch: 46, iters: 21780, time: 0.290, data: 0.019) G_GAN: 3.328 G_L1: 4.789 D_real: 0.000 D_fake: 0.486 +(epoch: 46, iters: 21880, time: 0.276, data: 0.019) G_GAN: 2.379 G_L1: 4.973 D_real: 0.000 D_fake: 0.249 +(epoch: 46, iters: 21980, time: 0.295, data: 0.015) G_GAN: 2.441 G_L1: 4.286 D_real: 0.000 D_fake: 0.361 +(epoch: 46, iters: 22080, time: 0.429, data: 0.018) G_GAN: 3.775 G_L1: 9.849 D_real: 0.000 D_fake: 0.368 +(epoch: 46, iters: 22180, time: 0.294, data: 0.020) G_GAN: 2.514 G_L1: 4.960 D_real: 0.000 D_fake: 0.479 +(epoch: 46, iters: 22280, time: 0.299, data: 0.017) G_GAN: 3.385 G_L1: 4.454 D_real: 0.000 D_fake: 0.234 +(epoch: 46, iters: 22380, time: 0.297, data: 0.019) G_GAN: 3.293 G_L1: 6.252 D_real: 0.000 D_fake: 0.323 +(epoch: 46, iters: 22480, time: 0.423, data: 0.019) G_GAN: 4.840 G_L1: 5.309 D_real: 0.000 D_fake: 0.044 +(epoch: 46, iters: 22580, time: 0.304, data: 0.020) G_GAN: 3.949 G_L1: 4.990 D_real: 0.000 D_fake: 0.247 +(epoch: 46, iters: 22680, time: 0.301, data: 0.019) G_GAN: 1.744 G_L1: 4.062 D_real: 0.000 D_fake: 0.507 +(epoch: 46, iters: 22780, time: 0.296, data: 0.020) G_GAN: 2.620 G_L1: 4.395 D_real: 0.000 D_fake: 0.301 +(epoch: 46, iters: 22880, time: 0.424, data: 0.017) G_GAN: 3.480 G_L1: 5.509 D_real: 0.000 D_fake: 0.828 +(epoch: 46, iters: 22980, time: 0.295, data: 0.021) G_GAN: 2.343 G_L1: 3.446 D_real: 0.001 D_fake: 0.176 +(epoch: 46, iters: 23080, time: 0.298, data: 0.023) G_GAN: 3.889 G_L1: 4.453 D_real: 0.000 D_fake: 0.058 +(epoch: 46, iters: 23180, time: 0.290, data: 0.018) G_GAN: 2.791 G_L1: 5.346 D_real: 0.001 D_fake: 0.332 +(epoch: 46, iters: 23280, time: 0.577, data: 0.018) G_GAN: 2.784 G_L1: 5.081 D_real: 0.000 D_fake: 0.400 +(epoch: 46, iters: 23380, time: 0.284, data: 0.018) G_GAN: 1.824 G_L1: 4.673 D_real: 0.000 D_fake: 0.428 +(epoch: 46, iters: 23480, time: 0.294, data: 0.016) G_GAN: 2.220 G_L1: 4.632 D_real: 0.000 D_fake: 0.263 +(epoch: 46, iters: 23580, time: 0.307, data: 0.017) G_GAN: 2.992 G_L1: 4.162 D_real: 0.000 D_fake: 0.692 +(epoch: 46, iters: 23680, time: 0.415, data: 0.019) G_GAN: 2.398 G_L1: 5.583 D_real: 0.003 D_fake: 0.083 +(epoch: 46, iters: 23780, time: 0.299, data: 0.019) G_GAN: 2.211 G_L1: 4.479 D_real: 0.001 D_fake: 0.146 +(epoch: 46, iters: 23880, time: 0.311, data: 0.018) G_GAN: 2.071 G_L1: 5.354 D_real: 0.004 D_fake: 0.112 +(epoch: 46, iters: 23980, time: 0.308, data: 0.019) G_GAN: 3.149 G_L1: 6.328 D_real: 0.016 D_fake: 0.108 +(epoch: 46, iters: 24080, time: 0.431, data: 0.022) G_GAN: 3.175 G_L1: 3.761 D_real: 0.001 D_fake: 0.042 +(epoch: 46, iters: 24180, time: 0.297, data: 0.021) G_GAN: 2.244 G_L1: 6.381 D_real: 0.000 D_fake: 0.339 +(epoch: 46, iters: 24280, time: 0.301, data: 0.020) G_GAN: 2.468 G_L1: 3.962 D_real: 0.000 D_fake: 1.038 +(epoch: 46, iters: 24380, time: 0.300, data: 0.019) G_GAN: 1.567 G_L1: 4.337 D_real: 0.000 D_fake: 0.480 +(epoch: 46, iters: 24480, time: 0.393, data: 0.020) G_GAN: 2.015 G_L1: 3.810 D_real: 0.000 D_fake: 0.346 +(epoch: 46, iters: 24580, time: 0.295, data: 0.019) G_GAN: 3.349 G_L1: 4.261 D_real: 0.000 D_fake: 0.403 +(epoch: 46, iters: 24680, time: 0.303, data: 0.018) G_GAN: 2.256 G_L1: 4.714 D_real: 0.000 D_fake: 0.921 +(epoch: 46, iters: 24780, time: 0.303, data: 0.018) G_GAN: 2.460 G_L1: 4.300 D_real: 0.000 D_fake: 0.232 +(epoch: 46, iters: 24880, time: 0.409, data: 0.020) G_GAN: 2.798 G_L1: 4.576 D_real: 0.000 D_fake: 0.161 +(epoch: 46, iters: 24980, time: 0.300, data: 0.018) G_GAN: 4.919 G_L1: 10.695 D_real: 0.002 D_fake: 0.387 +(epoch: 46, iters: 25080, time: 0.287, data: 0.018) G_GAN: 2.528 G_L1: 4.800 D_real: 0.000 D_fake: 0.419 +(epoch: 46, iters: 25180, time: 0.295, data: 0.018) G_GAN: 2.752 G_L1: 9.485 D_real: 0.000 D_fake: 0.234 +(epoch: 46, iters: 25280, time: 0.572, data: 0.019) G_GAN: 3.419 G_L1: 4.203 D_real: 0.000 D_fake: 0.052 +(epoch: 46, iters: 25380, time: 0.304, data: 0.020) G_GAN: 2.218 G_L1: 4.697 D_real: 0.002 D_fake: 0.251 +(epoch: 46, iters: 25480, time: 0.302, data: 0.021) G_GAN: 2.385 G_L1: 6.356 D_real: 0.007 D_fake: 0.260 +(epoch: 46, iters: 25580, time: 0.294, data: 0.018) G_GAN: 1.737 G_L1: 4.546 D_real: 0.000 D_fake: 0.395 +(epoch: 46, iters: 25680, time: 0.419, data: 0.019) G_GAN: 1.712 G_L1: 4.426 D_real: 0.001 D_fake: 0.283 +(epoch: 46, iters: 25780, time: 0.296, data: 0.020) G_GAN: 2.657 G_L1: 3.703 D_real: 0.000 D_fake: 0.283 +(epoch: 46, iters: 25880, time: 0.302, data: 0.019) G_GAN: 2.632 G_L1: 3.442 D_real: 0.001 D_fake: 0.189 +(epoch: 46, iters: 25980, time: 0.299, data: 0.022) G_GAN: 2.281 G_L1: 4.059 D_real: 0.000 D_fake: 0.360 +(epoch: 46, iters: 26080, time: 0.415, data: 0.019) G_GAN: 2.585 G_L1: 4.928 D_real: 0.000 D_fake: 0.389 +(epoch: 46, iters: 26180, time: 0.282, data: 0.019) G_GAN: 2.789 G_L1: 4.810 D_real: 0.000 D_fake: 0.521 +(epoch: 46, iters: 26280, time: 0.288, data: 0.017) G_GAN: 1.340 G_L1: 4.883 D_real: 0.000 D_fake: 0.582 +(epoch: 46, iters: 26380, time: 0.304, data: 0.017) G_GAN: 1.864 G_L1: 4.122 D_real: 0.001 D_fake: 0.609 +(epoch: 46, iters: 26480, time: 0.419, data: 0.020) G_GAN: 3.598 G_L1: 4.706 D_real: 0.000 D_fake: 0.152 +(epoch: 46, iters: 26580, time: 0.304, data: 0.018) G_GAN: 2.726 G_L1: 7.009 D_real: 0.001 D_fake: 0.473 +(epoch: 46, iters: 26680, time: 0.296, data: 0.019) G_GAN: 4.022 G_L1: 6.377 D_real: 0.035 D_fake: 0.216 +(epoch: 46, iters: 26780, time: 0.288, data: 0.020) G_GAN: 2.344 G_L1: 4.108 D_real: 0.000 D_fake: 0.406 +(epoch: 46, iters: 26880, time: 0.419, data: 0.018) G_GAN: 2.590 G_L1: 7.981 D_real: 0.001 D_fake: 0.506 +(epoch: 46, iters: 26980, time: 0.301, data: 0.018) G_GAN: 3.361 G_L1: 5.315 D_real: 0.000 D_fake: 0.092 +(epoch: 46, iters: 27080, time: 0.295, data: 0.019) G_GAN: 2.324 G_L1: 4.052 D_real: 0.000 D_fake: 0.606 +(epoch: 46, iters: 27180, time: 0.290, data: 0.019) G_GAN: 2.576 G_L1: 5.243 D_real: 0.000 D_fake: 0.215 +(epoch: 46, iters: 27280, time: 0.570, data: 0.017) G_GAN: 1.666 G_L1: 4.161 D_real: 0.001 D_fake: 0.441 +(epoch: 46, iters: 27380, time: 0.306, data: 0.019) G_GAN: 4.503 G_L1: 6.261 D_real: 0.022 D_fake: 0.060 +(epoch: 46, iters: 27480, time: 0.308, data: 0.020) G_GAN: 1.831 G_L1: 4.075 D_real: 0.000 D_fake: 0.551 +(epoch: 46, iters: 27580, time: 0.305, data: 0.019) G_GAN: 2.097 G_L1: 4.904 D_real: 0.003 D_fake: 0.715 +(epoch: 46, iters: 27680, time: 0.408, data: 0.020) G_GAN: 3.114 G_L1: 4.868 D_real: 0.001 D_fake: 0.697 +(epoch: 46, iters: 27780, time: 0.302, data: 0.018) G_GAN: 3.113 G_L1: 4.647 D_real: 0.000 D_fake: 0.244 +(epoch: 46, iters: 27880, time: 0.307, data: 0.019) G_GAN: 2.478 G_L1: 5.276 D_real: 0.000 D_fake: 0.482 +(epoch: 46, iters: 27980, time: 0.305, data: 0.019) G_GAN: 1.569 G_L1: 4.094 D_real: 0.000 D_fake: 0.471 +(epoch: 46, iters: 28080, time: 0.428, data: 0.019) G_GAN: 2.016 G_L1: 4.084 D_real: 0.001 D_fake: 0.495 +(epoch: 46, iters: 28180, time: 0.302, data: 0.019) G_GAN: 1.846 G_L1: 4.027 D_real: 0.006 D_fake: 0.332 +(epoch: 46, iters: 28280, time: 0.299, data: 0.019) G_GAN: 1.605 G_L1: 3.780 D_real: 0.007 D_fake: 0.143 +(epoch: 46, iters: 28380, time: 0.302, data: 0.019) G_GAN: 3.408 G_L1: 5.832 D_real: 0.000 D_fake: 0.293 +(epoch: 46, iters: 28480, time: 0.420, data: 0.019) G_GAN: 1.707 G_L1: 5.844 D_real: 0.287 D_fake: 0.268 +(epoch: 46, iters: 28580, time: 0.296, data: 0.020) G_GAN: 3.376 G_L1: 5.693 D_real: 0.033 D_fake: 0.185 +(epoch: 46, iters: 28680, time: 0.300, data: 0.017) G_GAN: 1.152 G_L1: 4.865 D_real: 0.693 D_fake: 0.257 +(epoch: 46, iters: 28780, time: 0.307, data: 0.019) G_GAN: 2.205 G_L1: 5.235 D_real: 0.000 D_fake: 0.476 +(epoch: 46, iters: 28880, time: 0.416, data: 0.020) G_GAN: 2.143 G_L1: 5.217 D_real: 0.000 D_fake: 0.466 +(epoch: 46, iters: 28980, time: 0.301, data: 0.019) G_GAN: 2.265 G_L1: 4.599 D_real: 0.000 D_fake: 0.382 +(epoch: 46, iters: 29080, time: 0.305, data: 0.020) G_GAN: 1.545 G_L1: 3.863 D_real: 0.002 D_fake: 0.514 +(epoch: 46, iters: 29180, time: 0.304, data: 0.019) G_GAN: 1.992 G_L1: 7.791 D_real: 0.003 D_fake: 0.692 +(epoch: 46, iters: 29280, time: 0.613, data: 0.019) G_GAN: 2.564 G_L1: 4.686 D_real: 0.001 D_fake: 0.959 +(epoch: 46, iters: 29380, time: 0.303, data: 0.020) G_GAN: 1.656 G_L1: 4.454 D_real: 0.001 D_fake: 0.538 +(epoch: 46, iters: 29480, time: 0.293, data: 0.017) G_GAN: 2.051 G_L1: 4.335 D_real: 0.000 D_fake: 0.379 +(epoch: 46, iters: 29580, time: 0.302, data: 0.017) G_GAN: 3.245 G_L1: 4.563 D_real: 0.000 D_fake: 0.242 +(epoch: 46, iters: 29680, time: 0.425, data: 0.019) G_GAN: 1.652 G_L1: 6.198 D_real: 0.003 D_fake: 0.536 +(epoch: 46, iters: 29780, time: 0.303, data: 0.020) G_GAN: 3.046 G_L1: 6.887 D_real: 0.180 D_fake: 0.148 +(epoch: 46, iters: 29880, time: 0.301, data: 0.018) G_GAN: 2.156 G_L1: 4.016 D_real: 0.000 D_fake: 0.397 +(epoch: 46, iters: 29980, time: 0.303, data: 0.019) G_GAN: 2.654 G_L1: 5.849 D_real: 0.142 D_fake: 0.286 +(epoch: 46, iters: 30080, time: 0.429, data: 0.018) G_GAN: 1.720 G_L1: 6.519 D_real: 0.011 D_fake: 0.579 +(epoch: 46, iters: 30180, time: 0.304, data: 0.019) G_GAN: 1.833 G_L1: 5.175 D_real: 0.113 D_fake: 0.767 +(epoch: 46, iters: 30280, time: 0.302, data: 0.017) G_GAN: 2.403 G_L1: 6.043 D_real: 0.121 D_fake: 0.275 +(epoch: 46, iters: 30380, time: 0.307, data: 0.018) G_GAN: 2.372 G_L1: 4.252 D_real: 0.000 D_fake: 0.687 +(epoch: 46, iters: 30480, time: 0.409, data: 0.018) G_GAN: 1.541 G_L1: 4.258 D_real: 0.000 D_fake: 0.180 +(epoch: 46, iters: 30580, time: 0.300, data: 0.019) G_GAN: 1.937 G_L1: 4.300 D_real: 0.001 D_fake: 0.336 +(epoch: 46, iters: 30680, time: 0.303, data: 0.017) G_GAN: 2.828 G_L1: 5.081 D_real: 0.000 D_fake: 0.326 +(epoch: 46, iters: 30780, time: 0.297, data: 0.019) G_GAN: 1.956 G_L1: 4.341 D_real: 0.001 D_fake: 0.590 +(epoch: 46, iters: 30880, time: 0.419, data: 0.021) G_GAN: 3.118 G_L1: 6.342 D_real: 0.096 D_fake: 0.426 +(epoch: 46, iters: 30980, time: 0.303, data: 0.017) G_GAN: 3.338 G_L1: 5.397 D_real: 0.000 D_fake: 0.263 +(epoch: 46, iters: 31080, time: 0.293, data: 0.019) G_GAN: 2.713 G_L1: 7.223 D_real: 0.019 D_fake: 0.305 +(epoch: 46, iters: 31180, time: 0.304, data: 0.018) G_GAN: 2.558 G_L1: 4.377 D_real: 0.003 D_fake: 0.328 +(epoch: 46, iters: 31280, time: 0.576, data: 0.019) G_GAN: 2.883 G_L1: 5.256 D_real: 0.014 D_fake: 0.193 +(epoch: 46, iters: 31380, time: 0.302, data: 0.020) G_GAN: 4.126 G_L1: 4.090 D_real: 0.010 D_fake: 0.053 +(epoch: 46, iters: 31480, time: 0.301, data: 0.019) G_GAN: 3.481 G_L1: 4.175 D_real: 0.002 D_fake: 0.206 +(epoch: 46, iters: 31580, time: 0.305, data: 0.021) G_GAN: 2.298 G_L1: 4.338 D_real: 0.002 D_fake: 0.268 +(epoch: 46, iters: 31680, time: 0.428, data: 0.018) G_GAN: 4.301 G_L1: 6.735 D_real: 0.000 D_fake: 0.182 +(epoch: 46, iters: 31780, time: 0.301, data: 0.020) G_GAN: 1.955 G_L1: 4.131 D_real: 0.000 D_fake: 0.424 +(epoch: 46, iters: 31880, time: 0.303, data: 0.022) G_GAN: 3.193 G_L1: 5.742 D_real: 0.000 D_fake: 0.141 +(epoch: 46, iters: 31980, time: 0.303, data: 0.018) G_GAN: 3.227 G_L1: 5.130 D_real: 0.000 D_fake: 1.107 +(epoch: 46, iters: 32080, time: 0.433, data: 0.019) G_GAN: 3.120 G_L1: 10.848 D_real: 0.007 D_fake: 0.184 +(epoch: 46, iters: 32180, time: 0.296, data: 0.019) G_GAN: 3.693 G_L1: 5.430 D_real: 0.000 D_fake: 0.354 +(epoch: 46, iters: 32280, time: 0.306, data: 0.020) G_GAN: 2.304 G_L1: 7.658 D_real: 0.004 D_fake: 0.395 +(epoch: 46, iters: 32380, time: 0.300, data: 0.020) G_GAN: 1.514 G_L1: 3.371 D_real: 0.000 D_fake: 0.755 +(epoch: 46, iters: 32480, time: 0.401, data: 0.018) G_GAN: 2.901 G_L1: 5.596 D_real: 0.000 D_fake: 0.148 +(epoch: 46, iters: 32580, time: 0.303, data: 0.020) G_GAN: 1.692 G_L1: 5.600 D_real: 0.000 D_fake: 0.484 +(epoch: 46, iters: 32680, time: 0.305, data: 0.018) G_GAN: 2.683 G_L1: 6.613 D_real: 0.000 D_fake: 0.105 +(epoch: 46, iters: 32780, time: 0.291, data: 0.020) G_GAN: 1.716 G_L1: 4.563 D_real: 0.000 D_fake: 0.518 +(epoch: 46, iters: 32880, time: 0.394, data: 0.017) G_GAN: 1.884 G_L1: 5.134 D_real: 0.000 D_fake: 0.203 +(epoch: 46, iters: 32980, time: 0.295, data: 0.018) G_GAN: 1.678 G_L1: 4.391 D_real: 0.000 D_fake: 0.789 +(epoch: 46, iters: 33080, time: 0.304, data: 0.022) G_GAN: 1.793 G_L1: 4.716 D_real: 0.000 D_fake: 0.448 +(epoch: 46, iters: 33180, time: 0.301, data: 0.020) G_GAN: 1.354 G_L1: 5.038 D_real: 0.000 D_fake: 1.636 +(epoch: 46, iters: 33280, time: 0.595, data: 0.018) G_GAN: 2.219 G_L1: 5.246 D_real: 0.001 D_fake: 0.234 +(epoch: 46, iters: 33380, time: 0.299, data: 0.019) G_GAN: 2.348 G_L1: 4.628 D_real: 0.006 D_fake: 0.182 +(epoch: 46, iters: 33480, time: 0.297, data: 0.020) G_GAN: 2.517 G_L1: 4.058 D_real: 0.000 D_fake: 0.182 +(epoch: 46, iters: 33580, time: 0.300, data: 0.018) G_GAN: 1.461 G_L1: 4.669 D_real: 0.001 D_fake: 0.401 +(epoch: 46, iters: 33680, time: 0.422, data: 0.018) G_GAN: 2.925 G_L1: 7.672 D_real: 0.001 D_fake: 0.324 +(epoch: 46, iters: 33780, time: 0.304, data: 0.017) G_GAN: 1.625 G_L1: 5.078 D_real: 0.000 D_fake: 0.758 +(epoch: 46, iters: 33880, time: 0.298, data: 0.018) G_GAN: 1.808 G_L1: 3.650 D_real: 0.000 D_fake: 0.473 +(epoch: 46, iters: 33980, time: 0.300, data: 0.018) G_GAN: 1.212 G_L1: 3.642 D_real: 0.002 D_fake: 0.548 +(epoch: 46, iters: 34080, time: 0.433, data: 0.018) G_GAN: 2.044 G_L1: 11.644 D_real: 0.029 D_fake: 0.349 +(epoch: 46, iters: 34180, time: 0.301, data: 0.019) G_GAN: 2.807 G_L1: 5.830 D_real: 0.002 D_fake: 0.261 +(epoch: 46, iters: 34280, time: 0.300, data: 0.019) G_GAN: 3.968 G_L1: 7.139 D_real: 0.000 D_fake: 0.166 +(epoch: 46, iters: 34380, time: 0.293, data: 0.020) G_GAN: 1.710 G_L1: 3.642 D_real: 0.001 D_fake: 0.902 +(epoch: 46, iters: 34480, time: 0.423, data: 0.018) G_GAN: 1.758 G_L1: 3.708 D_real: 0.001 D_fake: 0.610 +(epoch: 46, iters: 34580, time: 0.303, data: 0.019) G_GAN: 1.697 G_L1: 3.895 D_real: 0.003 D_fake: 0.501 +(epoch: 46, iters: 34680, time: 0.296, data: 0.018) G_GAN: 1.704 G_L1: 3.527 D_real: 0.007 D_fake: 0.501 +(epoch: 46, iters: 34780, time: 0.308, data: 0.020) G_GAN: 1.438 G_L1: 4.668 D_real: 0.002 D_fake: 0.833 +(epoch: 46, iters: 34880, time: 0.418, data: 0.019) G_GAN: 2.461 G_L1: 4.821 D_real: 0.017 D_fake: 0.472 +(epoch: 46, iters: 34980, time: 0.295, data: 0.018) G_GAN: 4.432 G_L1: 4.033 D_real: 0.016 D_fake: 0.013 +(epoch: 46, iters: 35080, time: 0.307, data: 0.016) G_GAN: 1.251 G_L1: 4.310 D_real: 0.419 D_fake: 0.905 +(epoch: 46, iters: 35180, time: 0.275, data: 0.018) G_GAN: 2.547 G_L1: 7.305 D_real: 0.410 D_fake: 0.407 +(epoch: 46, iters: 35280, time: 0.574, data: 0.015) G_GAN: 1.588 G_L1: 4.052 D_real: 0.003 D_fake: 0.877 +(epoch: 46, iters: 35380, time: 0.298, data: 0.019) G_GAN: 2.909 G_L1: 6.593 D_real: 0.012 D_fake: 0.738 +(epoch: 46, iters: 35480, time: 0.290, data: 0.018) G_GAN: 1.998 G_L1: 5.177 D_real: 0.010 D_fake: 0.233 +(epoch: 46, iters: 35580, time: 0.292, data: 0.019) G_GAN: 2.453 G_L1: 3.860 D_real: 0.004 D_fake: 0.250 +(epoch: 46, iters: 35680, time: 0.415, data: 0.017) G_GAN: 1.797 G_L1: 6.790 D_real: 0.004 D_fake: 0.854 +(epoch: 46, iters: 35780, time: 0.301, data: 0.020) G_GAN: 2.891 G_L1: 5.006 D_real: 0.001 D_fake: 0.141 +(epoch: 46, iters: 35880, time: 0.301, data: 0.020) G_GAN: 1.645 G_L1: 5.316 D_real: 0.000 D_fake: 0.400 +(epoch: 46, iters: 35980, time: 0.298, data: 0.019) G_GAN: 1.779 G_L1: 4.382 D_real: 0.000 D_fake: 0.668 +(epoch: 46, iters: 36080, time: 0.424, data: 0.023) G_GAN: 2.288 G_L1: 4.930 D_real: 0.002 D_fake: 0.299 +(epoch: 46, iters: 36180, time: 0.302, data: 0.019) G_GAN: 1.135 G_L1: 4.984 D_real: 0.002 D_fake: 0.604 +(epoch: 46, iters: 36280, time: 0.304, data: 0.019) G_GAN: 4.699 G_L1: 7.550 D_real: 0.047 D_fake: 0.236 +(epoch: 46, iters: 36380, time: 0.302, data: 0.020) G_GAN: 2.303 G_L1: 6.226 D_real: 0.409 D_fake: 0.155 +(epoch: 46, iters: 36480, time: 0.396, data: 0.018) G_GAN: 2.174 G_L1: 3.488 D_real: 0.000 D_fake: 0.334 +(epoch: 46, iters: 36580, time: 0.307, data: 0.021) G_GAN: 1.799 G_L1: 3.967 D_real: 0.003 D_fake: 0.164 +(epoch: 46, iters: 36680, time: 0.305, data: 0.019) G_GAN: 1.918 G_L1: 3.270 D_real: 0.041 D_fake: 0.402 +(epoch: 46, iters: 36780, time: 0.300, data: 0.020) G_GAN: 2.456 G_L1: 4.332 D_real: 0.006 D_fake: 0.540 +(epoch: 46, iters: 36880, time: 0.401, data: 0.020) G_GAN: 1.920 G_L1: 4.018 D_real: 0.011 D_fake: 0.371 +(epoch: 46, iters: 36980, time: 0.303, data: 0.019) G_GAN: 2.203 G_L1: 3.146 D_real: 0.006 D_fake: 0.730 +(epoch: 46, iters: 37080, time: 0.302, data: 0.021) G_GAN: 2.166 G_L1: 4.699 D_real: 0.137 D_fake: 0.364 +(epoch: 46, iters: 37180, time: 0.307, data: 0.020) G_GAN: 1.155 G_L1: 5.000 D_real: 0.007 D_fake: 0.470 +(epoch: 46, iters: 37280, time: 0.591, data: 0.020) G_GAN: 3.683 G_L1: 4.428 D_real: 0.100 D_fake: 0.072 +(epoch: 46, iters: 37380, time: 0.304, data: 0.019) G_GAN: 3.727 G_L1: 4.393 D_real: 0.025 D_fake: 0.082 +(epoch: 46, iters: 37480, time: 0.311, data: 0.021) G_GAN: 2.960 G_L1: 5.483 D_real: 0.034 D_fake: 0.287 +(epoch: 46, iters: 37580, time: 0.302, data: 0.019) G_GAN: 2.104 G_L1: 4.553 D_real: 0.004 D_fake: 0.394 +(epoch: 46, iters: 37680, time: 0.423, data: 0.020) G_GAN: 1.542 G_L1: 3.546 D_real: 0.001 D_fake: 0.893 +(epoch: 46, iters: 37780, time: 0.301, data: 0.019) G_GAN: 1.442 G_L1: 4.794 D_real: 0.001 D_fake: 0.267 +(epoch: 46, iters: 37880, time: 0.300, data: 0.020) G_GAN: 1.889 G_L1: 6.330 D_real: 0.001 D_fake: 0.417 +(epoch: 46, iters: 37980, time: 0.301, data: 0.020) G_GAN: 2.155 G_L1: 4.286 D_real: 0.001 D_fake: 0.445 +(epoch: 46, iters: 38080, time: 0.434, data: 0.019) G_GAN: 3.359 G_L1: 6.471 D_real: 0.072 D_fake: 0.085 +(epoch: 46, iters: 38180, time: 0.302, data: 0.021) G_GAN: 1.746 G_L1: 5.014 D_real: 0.002 D_fake: 0.416 +(epoch: 46, iters: 38280, time: 0.303, data: 0.020) G_GAN: 2.896 G_L1: 6.744 D_real: 0.097 D_fake: 0.160 +(epoch: 46, iters: 38380, time: 0.303, data: 0.020) G_GAN: 3.460 G_L1: 5.619 D_real: 0.000 D_fake: 0.116 +(epoch: 46, iters: 38480, time: 0.421, data: 0.019) G_GAN: 1.994 G_L1: 4.671 D_real: 0.001 D_fake: 0.907 +(epoch: 46, iters: 38580, time: 0.304, data: 0.019) G_GAN: 2.789 G_L1: 4.314 D_real: 0.127 D_fake: 0.498 +(epoch: 46, iters: 38680, time: 0.302, data: 0.018) G_GAN: 2.311 G_L1: 5.408 D_real: 0.004 D_fake: 0.317 +(epoch: 46, iters: 38780, time: 0.304, data: 0.020) G_GAN: 1.766 G_L1: 4.187 D_real: 0.003 D_fake: 0.879 +(epoch: 46, iters: 38880, time: 0.422, data: 0.019) G_GAN: 1.485 G_L1: 3.504 D_real: 0.000 D_fake: 0.788 +(epoch: 46, iters: 38980, time: 0.303, data: 0.019) G_GAN: 1.379 G_L1: 3.697 D_real: 0.001 D_fake: 0.439 +(epoch: 46, iters: 39080, time: 0.304, data: 0.021) G_GAN: 2.637 G_L1: 4.871 D_real: 0.003 D_fake: 0.153 +(epoch: 46, iters: 39180, time: 0.303, data: 0.019) G_GAN: 1.765 G_L1: 4.476 D_real: 0.000 D_fake: 0.441 +(epoch: 46, iters: 39280, time: 0.582, data: 0.020) G_GAN: 1.690 G_L1: 4.516 D_real: 0.000 D_fake: 0.814 +(epoch: 46, iters: 39380, time: 0.291, data: 0.019) G_GAN: 1.549 G_L1: 4.346 D_real: 0.006 D_fake: 0.582 +(epoch: 46, iters: 39480, time: 0.302, data: 0.017) G_GAN: 1.528 G_L1: 3.632 D_real: 0.001 D_fake: 0.388 +(epoch: 46, iters: 39580, time: 0.300, data: 0.019) G_GAN: 1.655 G_L1: 3.431 D_real: 0.003 D_fake: 0.388 +(epoch: 46, iters: 39680, time: 0.391, data: 0.020) G_GAN: 1.533 G_L1: 4.336 D_real: 0.324 D_fake: 0.314 +(epoch: 46, iters: 39780, time: 0.293, data: 0.019) G_GAN: 3.176 G_L1: 4.703 D_real: 0.389 D_fake: 0.492 +(epoch: 46, iters: 39880, time: 0.303, data: 0.021) G_GAN: 2.189 G_L1: 6.798 D_real: 0.016 D_fake: 0.494 +(epoch: 46, iters: 39980, time: 0.301, data: 0.021) G_GAN: 1.526 G_L1: 4.776 D_real: 0.074 D_fake: 0.483 +(epoch: 46, iters: 40080, time: 0.422, data: 0.019) G_GAN: 1.597 G_L1: 5.058 D_real: 0.001 D_fake: 0.274 +(epoch: 46, iters: 40180, time: 0.304, data: 0.019) G_GAN: 1.221 G_L1: 3.655 D_real: 0.001 D_fake: 0.354 +(epoch: 46, iters: 40280, time: 0.304, data: 0.018) G_GAN: 2.431 G_L1: 4.804 D_real: 0.007 D_fake: 0.183 +(epoch: 46, iters: 40380, time: 0.292, data: 0.019) G_GAN: 1.900 G_L1: 4.924 D_real: 0.001 D_fake: 0.855 +(epoch: 46, iters: 40480, time: 0.391, data: 0.018) G_GAN: 1.422 G_L1: 3.549 D_real: 0.000 D_fake: 0.308 +(epoch: 46, iters: 40580, time: 0.304, data: 0.019) G_GAN: 1.585 G_L1: 4.204 D_real: 0.011 D_fake: 0.514 +(epoch: 46, iters: 40680, time: 0.303, data: 0.023) G_GAN: 2.257 G_L1: 3.782 D_real: 0.002 D_fake: 0.606 +(epoch: 46, iters: 40780, time: 0.306, data: 0.020) G_GAN: 3.120 G_L1: 4.528 D_real: 0.000 D_fake: 0.217 +(epoch: 46, iters: 40880, time: 0.418, data: 0.019) G_GAN: 1.768 G_L1: 4.693 D_real: 0.000 D_fake: 0.206 +(epoch: 46, iters: 40980, time: 0.310, data: 0.022) G_GAN: 1.101 G_L1: 3.160 D_real: 0.000 D_fake: 0.798 +(epoch: 46, iters: 41080, time: 0.302, data: 0.018) G_GAN: 1.632 G_L1: 4.700 D_real: 0.001 D_fake: 0.239 +(epoch: 46, iters: 41180, time: 0.303, data: 0.018) G_GAN: 1.618 G_L1: 4.214 D_real: 0.001 D_fake: 0.399 +(epoch: 46, iters: 41280, time: 0.579, data: 0.019) G_GAN: 2.658 G_L1: 6.800 D_real: 0.093 D_fake: 0.243 +(epoch: 46, iters: 41380, time: 0.305, data: 0.019) G_GAN: 1.438 G_L1: 4.180 D_real: 0.013 D_fake: 0.681 +(epoch: 46, iters: 41480, time: 0.300, data: 0.019) G_GAN: 2.807 G_L1: 4.039 D_real: 0.051 D_fake: 0.723 +(epoch: 46, iters: 41580, time: 0.296, data: 0.019) G_GAN: 1.868 G_L1: 4.460 D_real: 0.070 D_fake: 0.587 +(epoch: 46, iters: 41680, time: 0.416, data: 0.018) G_GAN: 3.266 G_L1: 3.363 D_real: 0.099 D_fake: 0.046 +(epoch: 46, iters: 41780, time: 0.303, data: 0.019) G_GAN: 2.970 G_L1: 4.016 D_real: 0.023 D_fake: 0.184 +(epoch: 46, iters: 41880, time: 0.296, data: 0.020) G_GAN: 3.618 G_L1: 4.024 D_real: 0.114 D_fake: 0.088 +(epoch: 46, iters: 41980, time: 0.301, data: 0.019) G_GAN: 2.486 G_L1: 4.563 D_real: 0.020 D_fake: 0.167 +(epoch: 46, iters: 42080, time: 0.421, data: 0.018) G_GAN: 4.442 G_L1: 4.685 D_real: 0.007 D_fake: 0.080 +(epoch: 46, iters: 42180, time: 0.304, data: 0.019) G_GAN: 3.119 G_L1: 4.439 D_real: 0.176 D_fake: 0.281 +(epoch: 46, iters: 42280, time: 0.303, data: 0.018) G_GAN: 5.610 G_L1: 3.294 D_real: 0.059 D_fake: 0.034 +(epoch: 46, iters: 42380, time: 0.303, data: 0.019) G_GAN: 4.727 G_L1: 4.007 D_real: 0.066 D_fake: 0.020 +(epoch: 46, iters: 42480, time: 0.414, data: 0.019) G_GAN: 4.531 G_L1: 2.259 D_real: 0.023 D_fake: 0.168 +(epoch: 46, iters: 42580, time: 0.296, data: 0.019) G_GAN: 4.673 G_L1: 3.975 D_real: 0.006 D_fake: 0.021 +(epoch: 46, iters: 42680, time: 0.292, data: 0.018) G_GAN: 3.330 G_L1: 4.590 D_real: 0.052 D_fake: 0.457 +(epoch: 46, iters: 42780, time: 0.299, data: 0.017) G_GAN: 3.775 G_L1: 4.325 D_real: 0.122 D_fake: 0.076 +(epoch: 46, iters: 42880, time: 0.412, data: 0.019) G_GAN: 3.127 G_L1: 3.680 D_real: 0.089 D_fake: 0.180 +(epoch: 46, iters: 42980, time: 0.299, data: 0.019) G_GAN: 6.293 G_L1: 5.640 D_real: 0.041 D_fake: 0.006 +(epoch: 46, iters: 43080, time: 0.298, data: 0.019) G_GAN: 4.724 G_L1: 4.479 D_real: 0.119 D_fake: 0.038 +(epoch: 46, iters: 43180, time: 0.296, data: 0.019) G_GAN: 4.322 G_L1: 3.902 D_real: 0.009 D_fake: 0.087 +(epoch: 46, iters: 43280, time: 0.596, data: 0.018) G_GAN: 4.302 G_L1: 4.610 D_real: 0.038 D_fake: 0.071 +(epoch: 46, iters: 43380, time: 0.306, data: 0.017) G_GAN: 3.792 G_L1: 3.841 D_real: 0.110 D_fake: 0.462 +(epoch: 46, iters: 43480, time: 0.302, data: 0.019) G_GAN: 3.625 G_L1: 3.482 D_real: 0.055 D_fake: 0.089 +(epoch: 46, iters: 43580, time: 0.298, data: 0.018) G_GAN: 3.350 G_L1: 4.500 D_real: 0.788 D_fake: 0.211 +(epoch: 46, iters: 43680, time: 0.421, data: 0.019) G_GAN: 6.130 G_L1: 5.671 D_real: 0.093 D_fake: 0.077 +(epoch: 46, iters: 43780, time: 0.302, data: 0.018) G_GAN: 6.174 G_L1: 4.111 D_real: 0.074 D_fake: 0.034 +(epoch: 46, iters: 43880, time: 0.302, data: 0.018) G_GAN: 3.308 G_L1: 2.312 D_real: 0.037 D_fake: 0.187 +(epoch: 46, iters: 43980, time: 0.302, data: 0.022) G_GAN: 3.200 G_L1: 3.659 D_real: 0.165 D_fake: 0.078 +(epoch: 46, iters: 44080, time: 0.420, data: 0.019) G_GAN: 3.285 G_L1: 4.030 D_real: 0.396 D_fake: 0.154 +(epoch: 46, iters: 44180, time: 0.302, data: 0.018) G_GAN: 3.878 G_L1: 4.678 D_real: 0.067 D_fake: 0.070 +(epoch: 46, iters: 44280, time: 0.296, data: 0.019) G_GAN: 5.817 G_L1: 5.089 D_real: 0.084 D_fake: 0.111 +(epoch: 46, iters: 44380, time: 0.306, data: 0.019) G_GAN: 3.809 G_L1: 3.990 D_real: 0.281 D_fake: 0.093 +(epoch: 46, iters: 44480, time: 0.420, data: 0.019) G_GAN: 4.726 G_L1: 5.135 D_real: 0.021 D_fake: 0.040 +(epoch: 46, iters: 44580, time: 0.297, data: 0.019) G_GAN: 2.750 G_L1: 3.465 D_real: 0.329 D_fake: 0.221 +(epoch: 46, iters: 44680, time: 0.302, data: 0.018) G_GAN: 3.099 G_L1: 8.578 D_real: 0.167 D_fake: 0.157 +(epoch: 46, iters: 44780, time: 0.307, data: 0.019) G_GAN: 5.285 G_L1: 2.327 D_real: 0.065 D_fake: 0.026 +(epoch: 46, iters: 44880, time: 0.415, data: 0.018) G_GAN: 4.832 G_L1: 4.165 D_real: 0.078 D_fake: 0.124 +(epoch: 46, iters: 44980, time: 0.304, data: 0.019) G_GAN: 4.249 G_L1: 3.023 D_real: 0.542 D_fake: 0.086 +(epoch: 46, iters: 45080, time: 0.301, data: 0.019) G_GAN: 3.901 G_L1: 4.311 D_real: 0.071 D_fake: 0.069 +(epoch: 46, iters: 45180, time: 0.301, data: 0.021) G_GAN: 4.456 G_L1: 4.502 D_real: 0.091 D_fake: 0.193 +(epoch: 46, iters: 45280, time: 0.578, data: 0.018) G_GAN: 3.561 G_L1: 4.419 D_real: 0.133 D_fake: 0.094 +(epoch: 46, iters: 45380, time: 0.303, data: 0.022) G_GAN: 5.429 G_L1: 6.434 D_real: 0.028 D_fake: 0.246 +(epoch: 46, iters: 45480, time: 0.304, data: 0.019) G_GAN: 2.788 G_L1: 8.051 D_real: 0.013 D_fake: 0.052 +(epoch: 46, iters: 45580, time: 0.301, data: 0.019) G_GAN: 3.790 G_L1: 4.483 D_real: 0.000 D_fake: 0.049 +(epoch: 46, iters: 45680, time: 0.428, data: 0.020) G_GAN: 4.069 G_L1: 5.468 D_real: 0.000 D_fake: 0.161 +(epoch: 46, iters: 45780, time: 0.308, data: 0.019) G_GAN: 3.117 G_L1: 4.440 D_real: 0.009 D_fake: 0.555 +(epoch: 46, iters: 45880, time: 0.306, data: 0.018) G_GAN: 4.434 G_L1: 5.288 D_real: 0.000 D_fake: 0.043 +(epoch: 46, iters: 45980, time: 0.298, data: 0.019) G_GAN: 5.350 G_L1: 8.511 D_real: 0.014 D_fake: 0.045 +(epoch: 46, iters: 46080, time: 0.430, data: 0.018) G_GAN: 3.665 G_L1: 5.246 D_real: 0.031 D_fake: 0.219 +(epoch: 46, iters: 46180, time: 0.302, data: 0.022) G_GAN: 4.614 G_L1: 5.234 D_real: 0.193 D_fake: 0.030 +(epoch: 46, iters: 46280, time: 0.293, data: 0.023) G_GAN: 3.322 G_L1: 4.868 D_real: 0.136 D_fake: 0.260 +(epoch: 46, iters: 46380, time: 0.299, data: 0.019) G_GAN: 4.959 G_L1: 3.805 D_real: 0.016 D_fake: 0.110 +(epoch: 46, iters: 46480, time: 0.417, data: 0.019) G_GAN: 3.898 G_L1: 3.391 D_real: 0.047 D_fake: 0.075 +(epoch: 46, iters: 46580, time: 0.298, data: 0.018) G_GAN: 4.069 G_L1: 3.215 D_real: 0.025 D_fake: 0.092 +(epoch: 46, iters: 46680, time: 0.288, data: 0.019) G_GAN: 4.269 G_L1: 3.405 D_real: 0.079 D_fake: 0.068 +(epoch: 46, iters: 46780, time: 0.305, data: 0.019) G_GAN: 3.835 G_L1: 3.851 D_real: 0.078 D_fake: 0.396 +(epoch: 46, iters: 46880, time: 0.412, data: 0.020) G_GAN: 4.852 G_L1: 3.323 D_real: 0.180 D_fake: 0.022 +(epoch: 46, iters: 46980, time: 0.308, data: 0.017) G_GAN: 3.860 G_L1: 4.506 D_real: 0.021 D_fake: 0.068 +(epoch: 46, iters: 47080, time: 0.292, data: 0.019) G_GAN: 5.631 G_L1: 4.402 D_real: 0.035 D_fake: 0.164 +(epoch: 46, iters: 47180, time: 0.301, data: 0.022) G_GAN: 4.130 G_L1: 4.287 D_real: 0.059 D_fake: 0.044 +(epoch: 46, iters: 47280, time: 0.585, data: 0.020) G_GAN: 5.165 G_L1: 5.208 D_real: 0.059 D_fake: 0.285 +(epoch: 46, iters: 47380, time: 0.300, data: 0.019) G_GAN: 4.774 G_L1: 4.124 D_real: 0.005 D_fake: 0.070 +(epoch: 46, iters: 47480, time: 0.306, data: 0.018) G_GAN: 4.667 G_L1: 6.246 D_real: 0.000 D_fake: 0.106 +(epoch: 46, iters: 47580, time: 0.297, data: 0.018) G_GAN: 3.834 G_L1: 4.434 D_real: 0.005 D_fake: 0.524 +(epoch: 46, iters: 47680, time: 0.398, data: 0.021) G_GAN: 3.754 G_L1: 4.338 D_real: 0.000 D_fake: 0.057 +(epoch: 46, iters: 47780, time: 0.292, data: 0.019) G_GAN: 4.963 G_L1: 7.019 D_real: 0.003 D_fake: 0.214 +(epoch: 46, iters: 47880, time: 0.303, data: 0.019) G_GAN: 4.003 G_L1: 4.452 D_real: 0.000 D_fake: 0.075 +(epoch: 46, iters: 47980, time: 0.297, data: 0.018) G_GAN: 3.429 G_L1: 6.149 D_real: 0.000 D_fake: 0.084 +(epoch: 46, iters: 48080, time: 0.424, data: 0.019) G_GAN: 3.611 G_L1: 5.683 D_real: 0.000 D_fake: 0.085 +(epoch: 46, iters: 48180, time: 0.303, data: 0.019) G_GAN: 4.296 G_L1: 7.681 D_real: 0.005 D_fake: 0.117 +(epoch: 46, iters: 48280, time: 0.301, data: 0.019) G_GAN: 5.850 G_L1: 6.171 D_real: 0.167 D_fake: 0.010 +(epoch: 46, iters: 48380, time: 0.294, data: 0.018) G_GAN: 3.384 G_L1: 3.831 D_real: 0.000 D_fake: 0.094 +(epoch: 46, iters: 48480, time: 0.416, data: 0.017) G_GAN: 3.216 G_L1: 4.764 D_real: 0.000 D_fake: 0.213 +(epoch: 46, iters: 48580, time: 0.302, data: 0.021) G_GAN: 3.516 G_L1: 4.697 D_real: 0.001 D_fake: 0.426 +(epoch: 46, iters: 48680, time: 0.301, data: 0.018) G_GAN: 2.191 G_L1: 4.445 D_real: 0.003 D_fake: 0.058 +(epoch: 46, iters: 48780, time: 0.290, data: 0.018) G_GAN: 3.247 G_L1: 6.007 D_real: 0.007 D_fake: 0.029 +(epoch: 46, iters: 48880, time: 0.425, data: 0.018) G_GAN: 4.773 G_L1: 7.681 D_real: 0.001 D_fake: 0.608 +(epoch: 46, iters: 48980, time: 0.303, data: 0.017) G_GAN: 3.147 G_L1: 3.765 D_real: 0.000 D_fake: 0.562 +(epoch: 46, iters: 49080, time: 0.301, data: 0.019) G_GAN: 5.637 G_L1: 8.849 D_real: 0.000 D_fake: 0.073 +(epoch: 46, iters: 49180, time: 0.309, data: 0.020) G_GAN: 2.880 G_L1: 4.194 D_real: 0.003 D_fake: 0.363 +(epoch: 46, iters: 49280, time: 0.592, data: 0.019) G_GAN: 1.720 G_L1: 3.523 D_real: 0.000 D_fake: 0.503 +(epoch: 46, iters: 49380, time: 0.302, data: 0.019) G_GAN: 2.050 G_L1: 4.046 D_real: 0.002 D_fake: 0.135 +(epoch: 46, iters: 49480, time: 0.293, data: 0.019) G_GAN: 2.567 G_L1: 5.019 D_real: 0.000 D_fake: 0.213 +(epoch: 46, iters: 49580, time: 0.303, data: 0.017) G_GAN: 2.107 G_L1: 3.955 D_real: 0.000 D_fake: 0.533 +(epoch: 46, iters: 49680, time: 0.420, data: 0.019) G_GAN: 3.575 G_L1: 4.584 D_real: 0.000 D_fake: 0.251 +(epoch: 46, iters: 49780, time: 0.302, data: 0.018) G_GAN: 4.470 G_L1: 5.711 D_real: 0.002 D_fake: 0.069 +(epoch: 46, iters: 49880, time: 0.305, data: 0.019) G_GAN: 3.049 G_L1: 5.285 D_real: 0.000 D_fake: 0.166 +(epoch: 46, iters: 49980, time: 0.296, data: 0.018) G_GAN: 2.866 G_L1: 4.160 D_real: 0.000 D_fake: 0.219 +(epoch: 46, iters: 50080, time: 0.416, data: 0.017) G_GAN: 2.661 G_L1: 4.605 D_real: 0.000 D_fake: 0.200 +(epoch: 46, iters: 50180, time: 0.293, data: 0.019) G_GAN: 2.475 G_L1: 3.264 D_real: 0.001 D_fake: 0.217 +(epoch: 46, iters: 50280, time: 0.298, data: 0.019) G_GAN: 2.274 G_L1: 3.521 D_real: 0.001 D_fake: 0.371 +(epoch: 46, iters: 50380, time: 0.305, data: 0.018) G_GAN: 2.864 G_L1: 4.621 D_real: 0.003 D_fake: 0.812 +(epoch: 46, iters: 50480, time: 0.420, data: 0.019) G_GAN: 2.673 G_L1: 5.722 D_real: 0.108 D_fake: 0.518 +(epoch: 46, iters: 50580, time: 0.297, data: 0.019) G_GAN: 3.097 G_L1: 6.763 D_real: 0.000 D_fake: 0.316 +(epoch: 46, iters: 50680, time: 0.299, data: 0.019) G_GAN: 2.405 G_L1: 4.481 D_real: 0.000 D_fake: 0.501 +(epoch: 46, iters: 50780, time: 0.294, data: 0.019) G_GAN: 3.386 G_L1: 7.185 D_real: 0.214 D_fake: 0.175 +(epoch: 46, iters: 50880, time: 0.415, data: 0.022) G_GAN: 1.573 G_L1: 3.774 D_real: 0.002 D_fake: 0.667 +(epoch: 46, iters: 50980, time: 0.298, data: 0.019) G_GAN: 2.157 G_L1: 5.048 D_real: 0.000 D_fake: 0.778 +(epoch: 46, iters: 51080, time: 0.290, data: 0.018) G_GAN: 2.101 G_L1: 5.692 D_real: 0.007 D_fake: 0.299 +(epoch: 46, iters: 51180, time: 0.302, data: 0.017) G_GAN: 2.062 G_L1: 4.743 D_real: 0.000 D_fake: 0.631 +(epoch: 46, iters: 51280, time: 0.586, data: 0.017) G_GAN: 2.229 G_L1: 4.427 D_real: 0.000 D_fake: 0.422 +(epoch: 46, iters: 51380, time: 0.304, data: 0.019) G_GAN: 2.995 G_L1: 6.548 D_real: 0.189 D_fake: 0.211 +(epoch: 46, iters: 51480, time: 0.306, data: 0.019) G_GAN: 3.211 G_L1: 4.632 D_real: 0.012 D_fake: 0.353 +(epoch: 46, iters: 51580, time: 0.303, data: 0.021) G_GAN: 4.019 G_L1: 5.832 D_real: 0.001 D_fake: 0.111 +(epoch: 46, iters: 51680, time: 0.412, data: 0.018) G_GAN: 1.795 G_L1: 3.628 D_real: 0.001 D_fake: 0.222 +(epoch: 46, iters: 51780, time: 0.304, data: 0.018) G_GAN: 4.032 G_L1: 4.024 D_real: 0.002 D_fake: 0.160 +(epoch: 46, iters: 51880, time: 0.299, data: 0.017) G_GAN: 3.558 G_L1: 4.282 D_real: 0.035 D_fake: 0.063 +(epoch: 46, iters: 51980, time: 0.303, data: 0.019) G_GAN: 4.910 G_L1: 4.074 D_real: 0.078 D_fake: 0.066 +(epoch: 46, iters: 52080, time: 0.406, data: 0.018) G_GAN: 4.175 G_L1: 2.808 D_real: 0.266 D_fake: 0.153 +(epoch: 46, iters: 52180, time: 0.296, data: 0.018) G_GAN: 4.041 G_L1: 5.001 D_real: 0.082 D_fake: 0.096 +(epoch: 46, iters: 52280, time: 0.304, data: 0.019) G_GAN: 4.223 G_L1: 2.694 D_real: 0.205 D_fake: 0.028 +(epoch: 46, iters: 52380, time: 0.304, data: 0.020) G_GAN: 3.600 G_L1: 4.587 D_real: 0.004 D_fake: 0.203 +(epoch: 46, iters: 52480, time: 0.428, data: 0.018) G_GAN: 7.248 G_L1: 4.696 D_real: 0.000 D_fake: 0.006 +(epoch: 46, iters: 52580, time: 0.301, data: 0.019) G_GAN: 5.302 G_L1: 6.303 D_real: 0.448 D_fake: 0.009 +(epoch: 46, iters: 52680, time: 0.304, data: 0.018) G_GAN: 5.286 G_L1: 4.332 D_real: 0.004 D_fake: 0.016 +(epoch: 46, iters: 52780, time: 0.302, data: 0.018) G_GAN: 4.741 G_L1: 4.073 D_real: 0.100 D_fake: 0.022 +(epoch: 46, iters: 52880, time: 0.415, data: 0.020) G_GAN: 4.471 G_L1: 4.144 D_real: 0.005 D_fake: 0.050 +(epoch: 46, iters: 52980, time: 0.305, data: 0.020) G_GAN: 3.138 G_L1: 3.594 D_real: 0.145 D_fake: 0.137 +(epoch: 46, iters: 53080, time: 0.300, data: 0.023) G_GAN: 5.821 G_L1: 7.967 D_real: 0.282 D_fake: 0.010 +(epoch: 46, iters: 53180, time: 0.300, data: 0.019) G_GAN: 5.195 G_L1: 4.310 D_real: 0.309 D_fake: 0.039 +(epoch: 46, iters: 53280, time: 0.592, data: 0.018) G_GAN: 4.880 G_L1: 6.740 D_real: 0.044 D_fake: 0.041 +(epoch: 46, iters: 53380, time: 0.294, data: 0.022) G_GAN: 5.454 G_L1: 6.008 D_real: 0.040 D_fake: 0.057 +(epoch: 46, iters: 53480, time: 0.302, data: 0.018) G_GAN: 4.393 G_L1: 4.718 D_real: 0.014 D_fake: 0.038 +(epoch: 46, iters: 53580, time: 0.306, data: 0.018) G_GAN: 4.527 G_L1: 4.894 D_real: 0.028 D_fake: 0.044 +(epoch: 46, iters: 53680, time: 0.406, data: 0.022) G_GAN: 5.205 G_L1: 4.716 D_real: 0.001 D_fake: 0.031 +(epoch: 46, iters: 53780, time: 0.305, data: 0.018) G_GAN: 4.864 G_L1: 7.403 D_real: 0.035 D_fake: 0.020 +(epoch: 46, iters: 53880, time: 0.297, data: 0.019) G_GAN: 3.928 G_L1: 11.369 D_real: 0.001 D_fake: 0.087 +(epoch: 46, iters: 53980, time: 0.303, data: 0.018) G_GAN: 3.912 G_L1: 4.229 D_real: 0.011 D_fake: 0.073 +(epoch: 46, iters: 54080, time: 0.421, data: 0.021) G_GAN: 5.850 G_L1: 9.515 D_real: 0.400 D_fake: 0.024 +(epoch: 46, iters: 54180, time: 0.299, data: 0.020) G_GAN: 5.071 G_L1: 7.168 D_real: 0.082 D_fake: 0.052 +(epoch: 46, iters: 54280, time: 0.305, data: 0.019) G_GAN: 6.790 G_L1: 8.032 D_real: 0.013 D_fake: 0.011 +(epoch: 46, iters: 54380, time: 0.299, data: 0.021) G_GAN: 4.331 G_L1: 5.089 D_real: 0.006 D_fake: 0.138 +(epoch: 46, iters: 54480, time: 0.424, data: 0.018) G_GAN: 7.344 G_L1: 4.489 D_real: 0.017 D_fake: 0.006 +(epoch: 46, iters: 54580, time: 0.301, data: 0.019) G_GAN: 4.438 G_L1: 3.782 D_real: 0.249 D_fake: 0.026 +(epoch: 46, iters: 54680, time: 0.307, data: 0.017) G_GAN: 3.348 G_L1: 3.086 D_real: 0.060 D_fake: 0.094 +(epoch: 46, iters: 54780, time: 0.293, data: 0.018) G_GAN: 3.569 G_L1: 4.512 D_real: 0.015 D_fake: 0.371 +(epoch: 46, iters: 54880, time: 0.414, data: 0.021) G_GAN: 3.446 G_L1: 2.642 D_real: 0.401 D_fake: 0.040 +(epoch: 46, iters: 54980, time: 0.297, data: 0.019) G_GAN: 4.518 G_L1: 3.396 D_real: 0.083 D_fake: 0.082 +(epoch: 46, iters: 55080, time: 0.298, data: 0.018) G_GAN: 3.758 G_L1: 4.945 D_real: 0.156 D_fake: 0.133 +(epoch: 46, iters: 55180, time: 0.294, data: 0.022) G_GAN: 6.425 G_L1: 4.827 D_real: 0.014 D_fake: 0.031 +(epoch: 46, iters: 55280, time: 0.588, data: 0.019) G_GAN: 4.711 G_L1: 4.998 D_real: 0.033 D_fake: 0.028 +(epoch: 46, iters: 55380, time: 0.302, data: 0.019) G_GAN: 4.861 G_L1: 3.455 D_real: 0.015 D_fake: 0.437 +(epoch: 46, iters: 55480, time: 0.302, data: 0.018) G_GAN: 5.234 G_L1: 3.861 D_real: 0.069 D_fake: 0.050 +(epoch: 46, iters: 55580, time: 0.299, data: 0.019) G_GAN: 3.099 G_L1: 3.095 D_real: 0.154 D_fake: 0.235 +(epoch: 46, iters: 55680, time: 0.412, data: 0.021) G_GAN: 4.221 G_L1: 3.830 D_real: 0.033 D_fake: 0.064 +(epoch: 46, iters: 55780, time: 0.302, data: 0.019) G_GAN: 4.841 G_L1: 4.837 D_real: 0.020 D_fake: 0.084 +(epoch: 46, iters: 55880, time: 0.302, data: 0.018) G_GAN: 4.828 G_L1: 4.795 D_real: 0.179 D_fake: 0.349 +(epoch: 46, iters: 55980, time: 0.295, data: 0.021) G_GAN: 3.775 G_L1: 4.837 D_real: 0.348 D_fake: 0.036 +(epoch: 46, iters: 56080, time: 0.416, data: 0.017) G_GAN: 4.123 G_L1: 4.706 D_real: 0.067 D_fake: 0.307 +(epoch: 46, iters: 56180, time: 0.301, data: 0.020) G_GAN: 3.071 G_L1: 3.910 D_real: 0.010 D_fake: 0.444 +(epoch: 46, iters: 56280, time: 0.293, data: 0.020) G_GAN: 4.930 G_L1: 4.452 D_real: 0.444 D_fake: 0.047 +(epoch: 46, iters: 56380, time: 0.283, data: 0.018) G_GAN: 5.939 G_L1: 4.760 D_real: 0.117 D_fake: 0.011 +(epoch: 46, iters: 56480, time: 0.425, data: 0.016) G_GAN: 6.476 G_L1: 5.138 D_real: 0.025 D_fake: 0.038 +(epoch: 46, iters: 56580, time: 0.301, data: 0.018) G_GAN: 4.163 G_L1: 8.521 D_real: 0.032 D_fake: 0.163 +(epoch: 46, iters: 56680, time: 0.303, data: 0.020) G_GAN: 4.392 G_L1: 9.247 D_real: 0.011 D_fake: 0.082 +(epoch: 46, iters: 56780, time: 0.299, data: 0.018) G_GAN: 6.726 G_L1: 6.024 D_real: 0.007 D_fake: 0.010 +(epoch: 46, iters: 56880, time: 0.417, data: 0.018) G_GAN: 4.142 G_L1: 4.873 D_real: 0.094 D_fake: 0.047 +(epoch: 46, iters: 56980, time: 0.297, data: 0.019) G_GAN: 3.508 G_L1: 7.230 D_real: 0.091 D_fake: 0.070 +(epoch: 46, iters: 57080, time: 0.291, data: 0.017) G_GAN: 3.770 G_L1: 3.564 D_real: 0.010 D_fake: 0.096 +(epoch: 46, iters: 57180, time: 0.302, data: 0.017) G_GAN: 4.126 G_L1: 3.628 D_real: 0.358 D_fake: 0.028 +(epoch: 46, iters: 57280, time: 0.614, data: 0.019) G_GAN: 5.223 G_L1: 3.601 D_real: 0.037 D_fake: 0.035 +(epoch: 46, iters: 57380, time: 0.294, data: 0.018) G_GAN: 4.419 G_L1: 3.810 D_real: 0.056 D_fake: 0.091 +(epoch: 46, iters: 57480, time: 0.301, data: 0.018) G_GAN: 4.045 G_L1: 3.794 D_real: 0.324 D_fake: 0.038 +(epoch: 46, iters: 57580, time: 0.297, data: 0.020) G_GAN: 5.033 G_L1: 3.441 D_real: 0.018 D_fake: 0.104 +(epoch: 46, iters: 57680, time: 0.425, data: 0.019) G_GAN: 4.912 G_L1: 3.329 D_real: 0.692 D_fake: 0.078 +(epoch: 46, iters: 57780, time: 0.302, data: 0.018) G_GAN: 4.806 G_L1: 3.733 D_real: 0.001 D_fake: 0.031 +(epoch: 46, iters: 57880, time: 0.296, data: 0.019) G_GAN: 4.164 G_L1: 4.674 D_real: 0.062 D_fake: 0.851 +(epoch: 46, iters: 57980, time: 0.297, data: 0.019) G_GAN: 5.398 G_L1: 12.903 D_real: 0.001 D_fake: 0.021 +(epoch: 46, iters: 58080, time: 0.392, data: 0.019) G_GAN: 5.980 G_L1: 3.619 D_real: 0.010 D_fake: 0.008 +(epoch: 46, iters: 58180, time: 0.304, data: 0.018) G_GAN: 5.591 G_L1: 3.319 D_real: 0.003 D_fake: 0.029 +(epoch: 46, iters: 58280, time: 0.300, data: 0.019) G_GAN: 4.363 G_L1: 6.769 D_real: 0.096 D_fake: 0.038 +(epoch: 46, iters: 58380, time: 0.289, data: 0.018) G_GAN: 7.326 G_L1: 5.939 D_real: 0.137 D_fake: 0.003 +(epoch: 46, iters: 58480, time: 0.385, data: 0.017) G_GAN: 5.840 G_L1: 5.456 D_real: 0.039 D_fake: 0.014 +(epoch: 46, iters: 58580, time: 0.304, data: 0.019) G_GAN: 6.068 G_L1: 3.794 D_real: 0.000 D_fake: 0.024 +(epoch: 46, iters: 58680, time: 0.305, data: 0.020) G_GAN: 5.004 G_L1: 3.409 D_real: 0.008 D_fake: 0.072 +(epoch: 46, iters: 58780, time: 0.297, data: 0.019) G_GAN: 3.753 G_L1: 2.959 D_real: 0.439 D_fake: 0.034 +(epoch: 46, iters: 58880, time: 0.422, data: 0.018) G_GAN: 5.295 G_L1: 8.924 D_real: 0.028 D_fake: 0.044 +(epoch: 46, iters: 58980, time: 0.301, data: 0.019) G_GAN: 7.194 G_L1: 4.619 D_real: 0.002 D_fake: 0.006 +(epoch: 46, iters: 59080, time: 0.296, data: 0.019) G_GAN: 5.893 G_L1: 3.941 D_real: 0.022 D_fake: 0.046 +(epoch: 46, iters: 59180, time: 0.295, data: 0.018) G_GAN: 4.454 G_L1: 4.194 D_real: 0.034 D_fake: 0.034 +(epoch: 46, iters: 59280, time: 0.535, data: 0.018) G_GAN: 6.724 G_L1: 3.390 D_real: 0.064 D_fake: 0.136 +(epoch: 46, iters: 59380, time: 0.301, data: 0.021) G_GAN: 6.682 G_L1: 4.057 D_real: 0.006 D_fake: 0.020 +(epoch: 46, iters: 59480, time: 0.304, data: 0.018) G_GAN: 6.084 G_L1: 2.830 D_real: 0.010 D_fake: 0.006 +(epoch: 46, iters: 59580, time: 0.276, data: 0.019) G_GAN: 3.502 G_L1: 3.556 D_real: 0.060 D_fake: 0.172 +(epoch: 46, iters: 59680, time: 0.416, data: 0.016) G_GAN: 4.150 G_L1: 2.475 D_real: 0.018 D_fake: 0.125 +(epoch: 46, iters: 59780, time: 0.305, data: 0.019) G_GAN: 5.103 G_L1: 3.951 D_real: 0.027 D_fake: 0.034 +(epoch: 46, iters: 59880, time: 0.301, data: 0.021) G_GAN: 6.712 G_L1: 10.081 D_real: 0.001 D_fake: 0.026 +(epoch: 46, iters: 59980, time: 0.300, data: 0.019) G_GAN: 5.702 G_L1: 5.345 D_real: 0.044 D_fake: 0.048 +(epoch: 47, iters: 64, time: 0.542, data: 0.018) G_GAN: 6.859 G_L1: 8.882 D_real: 0.016 D_fake: 0.049 +(epoch: 47, iters: 164, time: 0.303, data: 0.020) G_GAN: 5.053 G_L1: 6.783 D_real: 0.001 D_fake: 0.034 +(epoch: 47, iters: 264, time: 0.304, data: 0.019) G_GAN: 5.073 G_L1: 9.749 D_real: 0.001 D_fake: 0.044 +(epoch: 47, iters: 364, time: 0.299, data: 0.020) G_GAN: 2.512 G_L1: 4.435 D_real: 0.000 D_fake: 0.240 +(epoch: 47, iters: 464, time: 0.423, data: 0.023) G_GAN: 3.815 G_L1: 9.245 D_real: 0.001 D_fake: 0.088 +(epoch: 47, iters: 564, time: 0.304, data: 0.021) G_GAN: 4.547 G_L1: 5.277 D_real: 0.000 D_fake: 0.045 +(epoch: 47, iters: 664, time: 0.289, data: 0.019) G_GAN: 2.592 G_L1: 3.654 D_real: 0.000 D_fake: 0.281 +(epoch: 47, iters: 764, time: 0.300, data: 0.020) G_GAN: 3.495 G_L1: 4.444 D_real: 0.000 D_fake: 0.035 +(epoch: 47, iters: 864, time: 0.420, data: 0.019) G_GAN: 2.917 G_L1: 4.244 D_real: 0.001 D_fake: 0.459 +(epoch: 47, iters: 964, time: 0.299, data: 0.019) G_GAN: 5.285 G_L1: 7.308 D_real: 0.006 D_fake: 0.012 +(epoch: 47, iters: 1064, time: 0.280, data: 0.020) G_GAN: 5.175 G_L1: 5.489 D_real: 0.000 D_fake: 0.017 +(epoch: 47, iters: 1164, time: 0.302, data: 0.017) G_GAN: 4.955 G_L1: 4.555 D_real: 0.001 D_fake: 0.025 +(epoch: 47, iters: 1264, time: 0.556, data: 0.019) G_GAN: 3.125 G_L1: 3.455 D_real: 0.001 D_fake: 0.192 +(epoch: 47, iters: 1364, time: 0.295, data: 0.019) G_GAN: 4.992 G_L1: 11.592 D_real: 0.034 D_fake: 0.038 +(epoch: 47, iters: 1464, time: 0.292, data: 0.018) G_GAN: 2.509 G_L1: 4.142 D_real: 0.000 D_fake: 0.363 +(epoch: 47, iters: 1564, time: 0.303, data: 0.019) G_GAN: 3.027 G_L1: 4.203 D_real: 0.000 D_fake: 0.105 +(epoch: 47, iters: 1664, time: 0.418, data: 0.019) G_GAN: 3.640 G_L1: 3.901 D_real: 0.000 D_fake: 0.721 +(epoch: 47, iters: 1764, time: 0.302, data: 0.020) G_GAN: 3.838 G_L1: 3.864 D_real: 0.001 D_fake: 0.204 +(epoch: 47, iters: 1864, time: 0.303, data: 0.020) G_GAN: 4.727 G_L1: 7.304 D_real: 0.000 D_fake: 0.254 +(epoch: 47, iters: 1964, time: 0.297, data: 0.020) G_GAN: 3.129 G_L1: 6.293 D_real: 0.023 D_fake: 0.213 +(epoch: 47, iters: 2064, time: 0.429, data: 0.022) G_GAN: 3.610 G_L1: 5.312 D_real: 0.003 D_fake: 0.131 +(epoch: 47, iters: 2164, time: 0.294, data: 0.020) G_GAN: 3.249 G_L1: 5.957 D_real: 0.000 D_fake: 0.452 +(epoch: 47, iters: 2264, time: 0.301, data: 0.017) G_GAN: 1.995 G_L1: 3.964 D_real: 0.000 D_fake: 0.261 +(epoch: 47, iters: 2364, time: 0.300, data: 0.023) G_GAN: 3.354 G_L1: 4.768 D_real: 0.002 D_fake: 0.100 +(epoch: 47, iters: 2464, time: 0.423, data: 0.020) G_GAN: 3.367 G_L1: 5.287 D_real: 0.000 D_fake: 0.369 +(epoch: 47, iters: 2564, time: 0.305, data: 0.019) G_GAN: 3.951 G_L1: 5.953 D_real: 0.000 D_fake: 0.609 +(epoch: 47, iters: 2664, time: 0.303, data: 0.022) G_GAN: 6.218 G_L1: 3.387 D_real: 0.000 D_fake: 0.038 +(epoch: 47, iters: 2764, time: 0.303, data: 0.019) G_GAN: 3.048 G_L1: 3.783 D_real: 0.471 D_fake: 0.047 +(epoch: 47, iters: 2864, time: 0.415, data: 0.020) G_GAN: 3.702 G_L1: 4.150 D_real: 0.000 D_fake: 0.054 +(epoch: 47, iters: 2964, time: 0.303, data: 0.019) G_GAN: 3.317 G_L1: 4.306 D_real: 0.003 D_fake: 0.207 +(epoch: 47, iters: 3064, time: 0.289, data: 0.019) G_GAN: 5.383 G_L1: 3.600 D_real: 0.002 D_fake: 0.078 +(epoch: 47, iters: 3164, time: 0.285, data: 0.019) G_GAN: 5.645 G_L1: 6.195 D_real: 0.000 D_fake: 0.066 +(epoch: 47, iters: 3264, time: 0.519, data: 0.019) G_GAN: 4.002 G_L1: 7.293 D_real: 0.370 D_fake: 0.232 +(epoch: 47, iters: 3364, time: 0.293, data: 0.019) G_GAN: 6.152 G_L1: 5.776 D_real: 0.005 D_fake: 0.062 +(epoch: 47, iters: 3464, time: 0.302, data: 0.023) G_GAN: 2.528 G_L1: 4.437 D_real: 0.012 D_fake: 0.325 +(epoch: 47, iters: 3564, time: 0.294, data: 0.021) G_GAN: 3.794 G_L1: 5.051 D_real: 0.015 D_fake: 0.151 +(epoch: 47, iters: 3664, time: 0.399, data: 0.022) G_GAN: 2.296 G_L1: 4.526 D_real: 0.000 D_fake: 0.334 +(epoch: 47, iters: 3764, time: 0.302, data: 0.019) G_GAN: 2.772 G_L1: 3.396 D_real: 0.004 D_fake: 0.217 +(epoch: 47, iters: 3864, time: 0.301, data: 0.022) G_GAN: 6.806 G_L1: 7.544 D_real: 0.018 D_fake: 0.008 +(epoch: 47, iters: 3964, time: 0.300, data: 0.019) G_GAN: 4.632 G_L1: 6.378 D_real: 0.135 D_fake: 0.013 +(epoch: 47, iters: 4064, time: 0.415, data: 0.023) G_GAN: 4.265 G_L1: 4.720 D_real: 0.001 D_fake: 0.165 +(epoch: 47, iters: 4164, time: 0.301, data: 0.020) G_GAN: 4.266 G_L1: 6.246 D_real: 0.007 D_fake: 0.133 +(epoch: 47, iters: 4264, time: 0.304, data: 0.022) G_GAN: 3.525 G_L1: 4.174 D_real: 0.001 D_fake: 0.428 +(epoch: 47, iters: 4364, time: 0.288, data: 0.020) G_GAN: 3.961 G_L1: 6.329 D_real: 0.015 D_fake: 0.262 +(epoch: 47, iters: 4464, time: 0.417, data: 0.020) G_GAN: 4.433 G_L1: 5.287 D_real: 0.000 D_fake: 0.078 +(epoch: 47, iters: 4564, time: 0.297, data: 0.019) G_GAN: 4.027 G_L1: 5.098 D_real: 0.002 D_fake: 0.065 +(epoch: 47, iters: 4664, time: 0.302, data: 0.019) G_GAN: 3.581 G_L1: 8.181 D_real: 0.001 D_fake: 0.178 +(epoch: 47, iters: 4764, time: 0.295, data: 0.023) G_GAN: 2.308 G_L1: 5.947 D_real: 0.000 D_fake: 0.330 +(epoch: 47, iters: 4864, time: 0.410, data: 0.019) G_GAN: 3.942 G_L1: 4.921 D_real: 0.317 D_fake: 0.334 +(epoch: 47, iters: 4964, time: 0.303, data: 0.019) G_GAN: 4.717 G_L1: 3.416 D_real: 0.125 D_fake: 0.028 +(epoch: 47, iters: 5064, time: 0.301, data: 0.020) G_GAN: 2.852 G_L1: 4.484 D_real: 0.520 D_fake: 0.081 +(epoch: 47, iters: 5164, time: 0.299, data: 0.019) G_GAN: 4.538 G_L1: 7.144 D_real: 0.218 D_fake: 0.252 +(epoch: 47, iters: 5264, time: 0.535, data: 0.024) G_GAN: 3.142 G_L1: 3.877 D_real: 0.003 D_fake: 0.094 +(epoch: 47, iters: 5364, time: 0.304, data: 0.018) G_GAN: 4.447 G_L1: 3.731 D_real: 0.032 D_fake: 0.106 +(epoch: 47, iters: 5464, time: 0.303, data: 0.019) G_GAN: 4.402 G_L1: 6.642 D_real: 0.187 D_fake: 0.206 +(epoch: 47, iters: 5564, time: 0.301, data: 0.019) G_GAN: 4.874 G_L1: 4.200 D_real: 0.000 D_fake: 0.282 +(epoch: 47, iters: 5664, time: 0.390, data: 0.017) G_GAN: 4.648 G_L1: 3.144 D_real: 0.019 D_fake: 0.126 +(epoch: 47, iters: 5764, time: 0.294, data: 0.020) G_GAN: 3.088 G_L1: 3.473 D_real: 0.152 D_fake: 0.102 +(epoch: 47, iters: 5864, time: 0.306, data: 0.020) G_GAN: 4.691 G_L1: 4.286 D_real: 0.012 D_fake: 0.129 +(epoch: 47, iters: 5964, time: 0.303, data: 0.019) G_GAN: 4.473 G_L1: 5.467 D_real: 0.019 D_fake: 0.069 +(epoch: 47, iters: 6064, time: 0.431, data: 0.019) G_GAN: 6.091 G_L1: 4.641 D_real: 0.003 D_fake: 0.053 +(epoch: 47, iters: 6164, time: 0.297, data: 0.021) G_GAN: 3.504 G_L1: 4.435 D_real: 0.568 D_fake: 0.041 +(epoch: 47, iters: 6264, time: 0.296, data: 0.019) G_GAN: 3.304 G_L1: 3.272 D_real: 0.000 D_fake: 0.187 +(epoch: 47, iters: 6364, time: 0.305, data: 0.018) G_GAN: 4.849 G_L1: 4.124 D_real: 0.035 D_fake: 0.499 +(epoch: 47, iters: 6464, time: 0.413, data: 0.020) G_GAN: 4.492 G_L1: 4.459 D_real: 0.006 D_fake: 0.126 +(epoch: 47, iters: 6564, time: 0.303, data: 0.018) G_GAN: 6.177 G_L1: 5.141 D_real: 0.129 D_fake: 0.048 +(epoch: 47, iters: 6664, time: 0.291, data: 0.019) G_GAN: 4.403 G_L1: 3.529 D_real: 0.031 D_fake: 0.109 +(epoch: 47, iters: 6764, time: 0.303, data: 0.018) G_GAN: 5.071 G_L1: 3.325 D_real: 0.055 D_fake: 0.045 +(epoch: 47, iters: 6864, time: 0.394, data: 0.019) G_GAN: 4.659 G_L1: 3.623 D_real: 0.072 D_fake: 0.135 +(epoch: 47, iters: 6964, time: 0.305, data: 0.018) G_GAN: 6.713 G_L1: 13.713 D_real: 0.017 D_fake: 0.207 +(epoch: 47, iters: 7064, time: 0.301, data: 0.018) G_GAN: 3.903 G_L1: 3.145 D_real: 0.027 D_fake: 0.112 +(epoch: 47, iters: 7164, time: 0.303, data: 0.018) G_GAN: 3.804 G_L1: 3.725 D_real: 0.249 D_fake: 0.133 +(epoch: 47, iters: 7264, time: 0.536, data: 0.018) G_GAN: 5.743 G_L1: 3.926 D_real: 0.217 D_fake: 0.011 +(epoch: 47, iters: 7364, time: 0.295, data: 0.019) G_GAN: 4.839 G_L1: 4.020 D_real: 0.010 D_fake: 0.144 +(epoch: 47, iters: 7464, time: 0.308, data: 0.017) G_GAN: 5.082 G_L1: 4.061 D_real: 0.101 D_fake: 0.020 +(epoch: 47, iters: 7564, time: 0.302, data: 0.018) G_GAN: 4.496 G_L1: 3.558 D_real: 0.020 D_fake: 0.059 +(epoch: 47, iters: 7664, time: 0.399, data: 0.017) G_GAN: 5.934 G_L1: 3.606 D_real: 0.003 D_fake: 0.010 +(epoch: 47, iters: 7764, time: 0.304, data: 0.018) G_GAN: 8.125 G_L1: 4.409 D_real: 0.018 D_fake: 0.367 +(epoch: 47, iters: 7864, time: 0.299, data: 0.018) G_GAN: 4.981 G_L1: 3.354 D_real: 0.006 D_fake: 0.379 +(epoch: 47, iters: 7964, time: 0.308, data: 0.017) G_GAN: 5.102 G_L1: 4.635 D_real: 0.003 D_fake: 0.028 +(epoch: 47, iters: 8064, time: 0.420, data: 0.020) G_GAN: 6.528 G_L1: 5.825 D_real: 0.015 D_fake: 0.005 +(epoch: 47, iters: 8164, time: 0.295, data: 0.017) G_GAN: 4.591 G_L1: 4.742 D_real: 0.007 D_fake: 0.036 +(epoch: 47, iters: 8264, time: 0.304, data: 0.021) G_GAN: 3.529 G_L1: 4.066 D_real: 0.000 D_fake: 0.121 +(epoch: 47, iters: 8364, time: 0.291, data: 0.022) G_GAN: 5.542 G_L1: 5.974 D_real: 0.023 D_fake: 0.122 +(epoch: 47, iters: 8464, time: 0.394, data: 0.018) G_GAN: 4.493 G_L1: 3.974 D_real: 0.002 D_fake: 0.062 +(epoch: 47, iters: 8564, time: 0.291, data: 0.019) G_GAN: 4.004 G_L1: 4.541 D_real: 0.000 D_fake: 0.078 +(epoch: 47, iters: 8664, time: 0.304, data: 0.018) G_GAN: 4.134 G_L1: 5.415 D_real: 0.000 D_fake: 0.081 +(epoch: 47, iters: 8764, time: 0.286, data: 0.018) G_GAN: 4.709 G_L1: 4.280 D_real: 0.007 D_fake: 0.043 +(epoch: 47, iters: 8864, time: 0.420, data: 0.017) G_GAN: 2.885 G_L1: 3.967 D_real: 0.002 D_fake: 0.137 +(epoch: 47, iters: 8964, time: 0.306, data: 0.018) G_GAN: 4.052 G_L1: 5.076 D_real: 0.006 D_fake: 0.077 +(epoch: 47, iters: 9064, time: 0.295, data: 0.018) G_GAN: 2.252 G_L1: 4.183 D_real: 0.000 D_fake: 0.166 +(epoch: 47, iters: 9164, time: 0.305, data: 0.017) G_GAN: 4.962 G_L1: 6.510 D_real: 0.000 D_fake: 0.154 +(epoch: 47, iters: 9264, time: 0.564, data: 0.018) G_GAN: 4.445 G_L1: 5.119 D_real: 0.002 D_fake: 0.112 +(epoch: 47, iters: 9364, time: 0.303, data: 0.019) G_GAN: 2.996 G_L1: 5.372 D_real: 0.001 D_fake: 0.146 +(epoch: 47, iters: 9464, time: 0.305, data: 0.018) G_GAN: 5.380 G_L1: 8.952 D_real: 0.000 D_fake: 0.640 +(epoch: 47, iters: 9564, time: 0.304, data: 0.017) G_GAN: 4.387 G_L1: 5.994 D_real: 0.000 D_fake: 0.240 +(epoch: 47, iters: 9664, time: 0.423, data: 0.020) G_GAN: 3.837 G_L1: 8.487 D_real: 0.030 D_fake: 0.096 +(epoch: 47, iters: 9764, time: 0.303, data: 0.018) G_GAN: 3.432 G_L1: 7.022 D_real: 0.000 D_fake: 0.062 +(epoch: 47, iters: 9864, time: 0.304, data: 0.019) G_GAN: 3.994 G_L1: 5.260 D_real: 0.001 D_fake: 0.182 +(epoch: 47, iters: 9964, time: 0.303, data: 0.019) G_GAN: 3.705 G_L1: 4.140 D_real: 0.000 D_fake: 0.128 +(epoch: 47, iters: 10064, time: 0.406, data: 0.018) G_GAN: 2.578 G_L1: 4.036 D_real: 0.000 D_fake: 0.156 +(epoch: 47, iters: 10164, time: 0.303, data: 0.018) G_GAN: 2.008 G_L1: 4.354 D_real: 0.002 D_fake: 0.144 +(epoch: 47, iters: 10264, time: 0.301, data: 0.018) G_GAN: 2.348 G_L1: 4.042 D_real: 0.001 D_fake: 0.111 +(epoch: 47, iters: 10364, time: 0.302, data: 0.021) G_GAN: 3.912 G_L1: 4.264 D_real: 0.001 D_fake: 0.083 +(epoch: 47, iters: 10464, time: 0.424, data: 0.018) G_GAN: 3.979 G_L1: 4.211 D_real: 0.000 D_fake: 0.072 +(epoch: 47, iters: 10564, time: 0.303, data: 0.019) G_GAN: 3.535 G_L1: 7.046 D_real: 0.000 D_fake: 0.152 +(epoch: 47, iters: 10664, time: 0.295, data: 0.018) G_GAN: 2.730 G_L1: 3.870 D_real: 0.001 D_fake: 0.496 +(epoch: 47, iters: 10764, time: 0.296, data: 0.017) G_GAN: 3.308 G_L1: 3.347 D_real: 0.000 D_fake: 0.115 +(epoch: 47, iters: 10864, time: 0.419, data: 0.018) G_GAN: 3.584 G_L1: 6.654 D_real: 0.000 D_fake: 0.459 +(epoch: 47, iters: 10964, time: 0.304, data: 0.022) G_GAN: 4.929 G_L1: 5.410 D_real: 0.000 D_fake: 1.296 +(epoch: 47, iters: 11064, time: 0.305, data: 0.019) G_GAN: 4.022 G_L1: 6.822 D_real: 0.000 D_fake: 0.085 +(epoch: 47, iters: 11164, time: 0.296, data: 0.019) G_GAN: 2.252 G_L1: 4.803 D_real: 0.000 D_fake: 0.228 +(epoch: 47, iters: 11264, time: 0.572, data: 0.018) G_GAN: 2.157 G_L1: 3.317 D_real: 0.000 D_fake: 0.134 +(epoch: 47, iters: 11364, time: 0.301, data: 0.018) G_GAN: 2.398 G_L1: 3.795 D_real: 0.009 D_fake: 0.085 +(epoch: 47, iters: 11464, time: 0.309, data: 0.020) G_GAN: 3.786 G_L1: 4.147 D_real: 0.000 D_fake: 0.106 +(epoch: 47, iters: 11564, time: 0.304, data: 0.022) G_GAN: 3.834 G_L1: 6.220 D_real: 0.032 D_fake: 0.035 +(epoch: 47, iters: 11664, time: 0.412, data: 0.019) G_GAN: 4.213 G_L1: 3.033 D_real: 0.018 D_fake: 0.186 +(epoch: 47, iters: 11764, time: 0.302, data: 0.020) G_GAN: 4.060 G_L1: 3.588 D_real: 0.011 D_fake: 0.299 +(epoch: 47, iters: 11864, time: 0.306, data: 0.022) G_GAN: 4.767 G_L1: 4.269 D_real: 0.006 D_fake: 0.033 +(epoch: 47, iters: 11964, time: 0.305, data: 0.018) G_GAN: 5.141 G_L1: 3.530 D_real: 0.007 D_fake: 0.088 +(epoch: 47, iters: 12064, time: 0.409, data: 0.017) G_GAN: 4.852 G_L1: 4.333 D_real: 0.795 D_fake: 0.053 +(epoch: 47, iters: 12164, time: 0.288, data: 0.019) G_GAN: 5.928 G_L1: 7.713 D_real: 0.053 D_fake: 0.059 +(epoch: 47, iters: 12264, time: 0.305, data: 0.018) G_GAN: 5.578 G_L1: 4.007 D_real: 0.000 D_fake: 0.095 +(epoch: 47, iters: 12364, time: 0.304, data: 0.020) G_GAN: 5.203 G_L1: 6.498 D_real: 0.044 D_fake: 0.233 +(epoch: 47, iters: 12464, time: 0.382, data: 0.019) G_GAN: 4.339 G_L1: 4.463 D_real: 0.024 D_fake: 0.059 +(epoch: 47, iters: 12564, time: 0.295, data: 0.021) G_GAN: 4.644 G_L1: 3.951 D_real: 0.037 D_fake: 0.043 +(epoch: 47, iters: 12664, time: 0.299, data: 0.019) G_GAN: 3.534 G_L1: 3.145 D_real: 0.282 D_fake: 0.024 +(epoch: 47, iters: 12764, time: 0.290, data: 0.019) G_GAN: 3.874 G_L1: 3.443 D_real: 0.328 D_fake: 0.032 +(epoch: 47, iters: 12864, time: 0.403, data: 0.022) G_GAN: 4.189 G_L1: 5.007 D_real: 0.148 D_fake: 0.229 +(epoch: 47, iters: 12964, time: 0.303, data: 0.019) G_GAN: 3.571 G_L1: 4.162 D_real: 0.123 D_fake: 0.107 +(epoch: 47, iters: 13064, time: 0.300, data: 0.023) G_GAN: 6.760 G_L1: 3.393 D_real: 0.027 D_fake: 0.033 +(epoch: 47, iters: 13164, time: 0.306, data: 0.019) G_GAN: 4.267 G_L1: 3.797 D_real: 0.291 D_fake: 0.039 +(epoch: 47, iters: 13264, time: 0.543, data: 0.020) G_GAN: 4.774 G_L1: 3.307 D_real: 0.130 D_fake: 0.018 +(epoch: 47, iters: 13364, time: 0.302, data: 0.019) G_GAN: 5.712 G_L1: 5.319 D_real: 0.076 D_fake: 0.012 +(epoch: 47, iters: 13464, time: 0.296, data: 0.020) G_GAN: 3.878 G_L1: 4.344 D_real: 0.059 D_fake: 0.066 +(epoch: 47, iters: 13564, time: 0.298, data: 0.022) G_GAN: 3.924 G_L1: 5.824 D_real: 0.000 D_fake: 0.212 +(epoch: 47, iters: 13664, time: 0.424, data: 0.018) G_GAN: 4.716 G_L1: 3.986 D_real: 0.078 D_fake: 0.037 +(epoch: 47, iters: 13764, time: 0.295, data: 0.020) G_GAN: 3.733 G_L1: 3.278 D_real: 0.074 D_fake: 0.213 +(epoch: 47, iters: 13864, time: 0.303, data: 0.022) G_GAN: 6.656 G_L1: 6.274 D_real: 0.013 D_fake: 0.033 +(epoch: 47, iters: 13964, time: 0.304, data: 0.018) G_GAN: 4.131 G_L1: 4.644 D_real: 0.005 D_fake: 0.054 +(epoch: 47, iters: 14064, time: 0.416, data: 0.019) G_GAN: 4.258 G_L1: 5.459 D_real: 0.007 D_fake: 0.277 +(epoch: 47, iters: 14164, time: 0.306, data: 0.018) G_GAN: 4.023 G_L1: 4.447 D_real: 0.035 D_fake: 0.066 +(epoch: 47, iters: 14264, time: 0.294, data: 0.019) G_GAN: 4.182 G_L1: 5.071 D_real: 0.016 D_fake: 0.150 +(epoch: 47, iters: 14364, time: 0.302, data: 0.020) G_GAN: 4.530 G_L1: 5.305 D_real: 0.273 D_fake: 0.019 +(epoch: 47, iters: 14464, time: 0.405, data: 0.019) G_GAN: 3.531 G_L1: 3.367 D_real: 0.332 D_fake: 0.069 +(epoch: 47, iters: 14564, time: 0.297, data: 0.021) G_GAN: 4.415 G_L1: 2.868 D_real: 0.007 D_fake: 0.082 +(epoch: 47, iters: 14664, time: 0.300, data: 0.018) G_GAN: 3.587 G_L1: 3.180 D_real: 0.084 D_fake: 0.055 +(epoch: 47, iters: 14764, time: 0.303, data: 0.023) G_GAN: 3.954 G_L1: 3.005 D_real: 0.080 D_fake: 0.436 +(epoch: 47, iters: 14864, time: 0.417, data: 0.019) G_GAN: 4.321 G_L1: 4.477 D_real: 0.000 D_fake: 0.108 +(epoch: 47, iters: 14964, time: 0.304, data: 0.018) G_GAN: 3.319 G_L1: 4.135 D_real: 0.000 D_fake: 0.332 +(epoch: 47, iters: 15064, time: 0.297, data: 0.020) G_GAN: 3.779 G_L1: 3.054 D_real: 0.156 D_fake: 0.158 +(epoch: 47, iters: 15164, time: 0.295, data: 0.020) G_GAN: 7.020 G_L1: 6.431 D_real: 0.003 D_fake: 0.030 +(epoch: 47, iters: 15264, time: 0.574, data: 0.018) G_GAN: 5.679 G_L1: 4.198 D_real: 0.039 D_fake: 0.018 +(epoch: 47, iters: 15364, time: 0.293, data: 0.017) G_GAN: 5.175 G_L1: 3.113 D_real: 0.427 D_fake: 0.005 +(epoch: 47, iters: 15464, time: 0.309, data: 0.018) G_GAN: 4.695 G_L1: 4.046 D_real: 0.000 D_fake: 0.147 +(epoch: 47, iters: 15564, time: 0.298, data: 0.018) G_GAN: 4.063 G_L1: 4.604 D_real: 0.142 D_fake: 0.049 +(epoch: 47, iters: 15664, time: 0.410, data: 0.017) G_GAN: 3.573 G_L1: 3.576 D_real: 0.155 D_fake: 0.076 +(epoch: 47, iters: 15764, time: 0.291, data: 0.020) G_GAN: 4.478 G_L1: 4.183 D_real: 0.021 D_fake: 0.138 +(epoch: 47, iters: 15864, time: 0.291, data: 0.017) G_GAN: 3.465 G_L1: 2.735 D_real: 0.135 D_fake: 0.071 +(epoch: 47, iters: 15964, time: 0.300, data: 0.018) G_GAN: 3.823 G_L1: 5.145 D_real: 0.006 D_fake: 0.238 +(epoch: 47, iters: 16064, time: 0.408, data: 0.024) G_GAN: 4.917 G_L1: 3.550 D_real: 0.000 D_fake: 0.030 +(epoch: 47, iters: 16164, time: 0.303, data: 0.017) G_GAN: 5.260 G_L1: 4.742 D_real: 0.012 D_fake: 0.055 +(epoch: 47, iters: 16264, time: 0.299, data: 0.020) G_GAN: 5.376 G_L1: 4.544 D_real: 0.066 D_fake: 0.033 +(epoch: 47, iters: 16364, time: 0.300, data: 0.017) G_GAN: 4.344 G_L1: 4.203 D_real: 0.056 D_fake: 0.073 +(epoch: 47, iters: 16464, time: 0.380, data: 0.022) G_GAN: 5.870 G_L1: 3.470 D_real: 0.007 D_fake: 0.018 +(epoch: 47, iters: 16564, time: 0.305, data: 0.018) G_GAN: 5.432 G_L1: 2.522 D_real: 0.041 D_fake: 0.042 +(epoch: 47, iters: 16664, time: 0.288, data: 0.019) G_GAN: 4.769 G_L1: 4.604 D_real: 0.100 D_fake: 0.060 +(epoch: 47, iters: 16764, time: 0.296, data: 0.016) G_GAN: 4.315 G_L1: 3.935 D_real: 0.213 D_fake: 0.027 +(epoch: 47, iters: 16864, time: 0.412, data: 0.018) G_GAN: 6.214 G_L1: 8.507 D_real: 0.001 D_fake: 0.030 +(epoch: 47, iters: 16964, time: 0.291, data: 0.018) G_GAN: 3.892 G_L1: 4.019 D_real: 0.035 D_fake: 0.044 +(epoch: 47, iters: 17064, time: 0.295, data: 0.018) G_GAN: 3.659 G_L1: 4.970 D_real: 0.000 D_fake: 0.190 +(epoch: 47, iters: 17164, time: 0.303, data: 0.018) G_GAN: 4.950 G_L1: 3.555 D_real: 0.041 D_fake: 0.091 +(epoch: 47, iters: 17264, time: 0.571, data: 0.017) G_GAN: 3.538 G_L1: 4.026 D_real: 0.016 D_fake: 0.144 +(epoch: 47, iters: 17364, time: 0.298, data: 0.020) G_GAN: 6.324 G_L1: 5.327 D_real: 0.090 D_fake: 0.017 +(epoch: 47, iters: 17464, time: 0.299, data: 0.019) G_GAN: 5.257 G_L1: 3.766 D_real: 0.123 D_fake: 0.031 +(epoch: 47, iters: 17564, time: 0.292, data: 0.018) G_GAN: 3.177 G_L1: 3.685 D_real: 0.128 D_fake: 0.094 +(epoch: 47, iters: 17664, time: 0.400, data: 0.018) G_GAN: 6.196 G_L1: 3.621 D_real: 0.048 D_fake: 0.023 +(epoch: 47, iters: 17764, time: 0.303, data: 0.017) G_GAN: 6.253 G_L1: 3.937 D_real: 0.010 D_fake: 0.445 +(epoch: 47, iters: 17864, time: 0.306, data: 0.019) G_GAN: 4.894 G_L1: 5.670 D_real: 0.289 D_fake: 0.011 +(epoch: 47, iters: 17964, time: 0.302, data: 0.019) G_GAN: 5.483 G_L1: 4.613 D_real: 0.053 D_fake: 0.074 +(epoch: 47, iters: 18064, time: 0.420, data: 0.019) G_GAN: 5.935 G_L1: 4.080 D_real: 0.003 D_fake: 0.146 +(epoch: 47, iters: 18164, time: 0.299, data: 0.019) G_GAN: 4.217 G_L1: 3.468 D_real: 0.130 D_fake: 0.027 +(epoch: 47, iters: 18264, time: 0.298, data: 0.019) G_GAN: 5.431 G_L1: 3.051 D_real: 0.000 D_fake: 0.172 +(epoch: 47, iters: 18364, time: 0.289, data: 0.019) G_GAN: 5.586 G_L1: 4.814 D_real: 0.129 D_fake: 0.028 +(epoch: 47, iters: 18464, time: 0.371, data: 0.017) G_GAN: 5.051 G_L1: 5.237 D_real: 0.007 D_fake: 0.026 +(epoch: 47, iters: 18564, time: 0.292, data: 0.019) G_GAN: 5.179 G_L1: 6.170 D_real: 0.238 D_fake: 0.084 +(epoch: 47, iters: 18664, time: 0.304, data: 0.022) G_GAN: 3.114 G_L1: 2.615 D_real: 0.589 D_fake: 0.111 +(epoch: 47, iters: 18764, time: 0.297, data: 0.019) G_GAN: 3.643 G_L1: 4.121 D_real: 0.013 D_fake: 0.098 +(epoch: 47, iters: 18864, time: 0.401, data: 0.018) G_GAN: 4.711 G_L1: 5.369 D_real: 0.112 D_fake: 0.336 +(epoch: 47, iters: 18964, time: 0.301, data: 0.021) G_GAN: 5.683 G_L1: 3.588 D_real: 0.011 D_fake: 0.020 +(epoch: 47, iters: 19064, time: 0.298, data: 0.020) G_GAN: 4.734 G_L1: 2.543 D_real: 0.022 D_fake: 0.081 +(epoch: 47, iters: 19164, time: 0.303, data: 0.018) G_GAN: 4.366 G_L1: 4.308 D_real: 0.167 D_fake: 0.060 +(epoch: 47, iters: 19264, time: 0.582, data: 0.019) G_GAN: 3.441 G_L1: 7.133 D_real: 0.330 D_fake: 0.046 +(epoch: 47, iters: 19364, time: 0.297, data: 0.020) G_GAN: 4.443 G_L1: 3.502 D_real: 0.008 D_fake: 0.123 +(epoch: 47, iters: 19464, time: 0.294, data: 0.019) G_GAN: 3.373 G_L1: 3.493 D_real: 0.055 D_fake: 0.269 +(epoch: 47, iters: 19564, time: 0.298, data: 0.017) G_GAN: 3.755 G_L1: 4.424 D_real: 0.001 D_fake: 0.234 +(epoch: 47, iters: 19664, time: 0.424, data: 0.018) G_GAN: 5.848 G_L1: 5.541 D_real: 0.279 D_fake: 0.018 +(epoch: 47, iters: 19764, time: 0.293, data: 0.019) G_GAN: 4.453 G_L1: 3.958 D_real: 0.006 D_fake: 0.056 +(epoch: 47, iters: 19864, time: 0.304, data: 0.018) G_GAN: 5.100 G_L1: 2.402 D_real: 0.013 D_fake: 0.023 +(epoch: 47, iters: 19964, time: 0.304, data: 0.022) G_GAN: 4.745 G_L1: 4.237 D_real: 0.265 D_fake: 0.041 +(epoch: 47, iters: 20064, time: 0.414, data: 0.019) G_GAN: 5.697 G_L1: 6.405 D_real: 0.037 D_fake: 0.061 +(epoch: 47, iters: 20164, time: 0.293, data: 0.018) G_GAN: 6.623 G_L1: 4.048 D_real: 0.002 D_fake: 0.013 +(epoch: 47, iters: 20264, time: 0.286, data: 0.018) G_GAN: 5.524 G_L1: 3.577 D_real: 0.277 D_fake: 0.003 +(epoch: 47, iters: 20364, time: 0.304, data: 0.019) G_GAN: 4.181 G_L1: 3.379 D_real: 0.016 D_fake: 0.626 +(epoch: 47, iters: 20464, time: 0.412, data: 0.021) G_GAN: 5.689 G_L1: 2.988 D_real: 0.118 D_fake: 0.006 +(epoch: 47, iters: 20564, time: 0.301, data: 0.020) G_GAN: 5.102 G_L1: 4.508 D_real: 0.004 D_fake: 0.064 +(epoch: 47, iters: 20664, time: 0.302, data: 0.019) G_GAN: 6.522 G_L1: 4.691 D_real: 0.053 D_fake: 0.007 +(epoch: 47, iters: 20764, time: 0.295, data: 0.017) G_GAN: 4.360 G_L1: 2.442 D_real: 0.002 D_fake: 0.421 +(epoch: 47, iters: 20864, time: 0.424, data: 0.017) G_GAN: 5.945 G_L1: 4.236 D_real: 0.078 D_fake: 0.031 +(epoch: 47, iters: 20964, time: 0.290, data: 0.017) G_GAN: 3.520 G_L1: 3.044 D_real: 0.096 D_fake: 0.204 +(epoch: 47, iters: 21064, time: 0.294, data: 0.020) G_GAN: 4.032 G_L1: 3.676 D_real: 0.005 D_fake: 0.166 +(epoch: 47, iters: 21164, time: 0.290, data: 0.018) G_GAN: 5.468 G_L1: 4.437 D_real: 0.044 D_fake: 0.214 +(epoch: 47, iters: 21264, time: 0.583, data: 0.017) G_GAN: 5.255 G_L1: 4.837 D_real: 0.006 D_fake: 0.205 +(epoch: 47, iters: 21364, time: 0.296, data: 0.019) G_GAN: 4.404 G_L1: 4.226 D_real: 0.013 D_fake: 0.157 +(epoch: 47, iters: 21464, time: 0.289, data: 0.018) G_GAN: 4.881 G_L1: 4.707 D_real: 0.244 D_fake: 0.007 +(epoch: 47, iters: 21564, time: 0.293, data: 0.023) G_GAN: 5.837 G_L1: 3.672 D_real: 0.007 D_fake: 0.218 +(epoch: 47, iters: 21664, time: 0.413, data: 0.018) G_GAN: 3.968 G_L1: 4.072 D_real: 0.003 D_fake: 0.154 +(epoch: 47, iters: 21764, time: 0.301, data: 0.019) G_GAN: 3.132 G_L1: 3.210 D_real: 0.616 D_fake: 0.061 +(epoch: 47, iters: 21864, time: 0.289, data: 0.019) G_GAN: 5.006 G_L1: 4.183 D_real: 0.087 D_fake: 0.118 +(epoch: 47, iters: 21964, time: 0.298, data: 0.016) G_GAN: 5.070 G_L1: 5.143 D_real: 0.007 D_fake: 0.028 +(epoch: 47, iters: 22064, time: 0.412, data: 0.018) G_GAN: 4.292 G_L1: 2.944 D_real: 0.075 D_fake: 0.181 +(epoch: 47, iters: 22164, time: 0.288, data: 0.019) G_GAN: 5.596 G_L1: 3.978 D_real: 0.055 D_fake: 0.019 +(epoch: 47, iters: 22264, time: 0.285, data: 0.018) G_GAN: 6.447 G_L1: 4.340 D_real: 0.104 D_fake: 0.089 +(epoch: 47, iters: 22364, time: 0.295, data: 0.018) G_GAN: 4.717 G_L1: 4.601 D_real: 0.006 D_fake: 0.039 +(epoch: 47, iters: 22464, time: 0.418, data: 0.018) G_GAN: 4.315 G_L1: 4.213 D_real: 0.020 D_fake: 0.083 +(epoch: 47, iters: 22564, time: 0.304, data: 0.020) G_GAN: 3.578 G_L1: 6.891 D_real: 0.056 D_fake: 0.161 +(epoch: 47, iters: 22664, time: 0.300, data: 0.018) G_GAN: 5.022 G_L1: 5.622 D_real: 0.043 D_fake: 0.035 +(epoch: 47, iters: 22764, time: 0.302, data: 0.018) G_GAN: 4.715 G_L1: 3.760 D_real: 0.065 D_fake: 0.227 +(epoch: 47, iters: 22864, time: 0.408, data: 0.019) G_GAN: 4.573 G_L1: 3.743 D_real: 0.018 D_fake: 0.085 +(epoch: 47, iters: 22964, time: 0.303, data: 0.018) G_GAN: 2.882 G_L1: 2.703 D_real: 0.268 D_fake: 0.454 +(epoch: 47, iters: 23064, time: 0.290, data: 0.018) G_GAN: 3.576 G_L1: 6.080 D_real: 0.140 D_fake: 0.087 +(epoch: 47, iters: 23164, time: 0.298, data: 0.018) G_GAN: 4.239 G_L1: 3.330 D_real: 0.087 D_fake: 0.149 +(epoch: 47, iters: 23264, time: 0.573, data: 0.019) G_GAN: 4.030 G_L1: 3.344 D_real: 0.023 D_fake: 0.104 +(epoch: 47, iters: 23364, time: 0.296, data: 0.019) G_GAN: 3.977 G_L1: 3.417 D_real: 0.508 D_fake: 0.007 +(epoch: 47, iters: 23464, time: 0.280, data: 0.019) G_GAN: 5.597 G_L1: 4.276 D_real: 0.000 D_fake: 0.014 +(epoch: 47, iters: 23564, time: 0.298, data: 0.016) G_GAN: 5.517 G_L1: 4.330 D_real: 0.005 D_fake: 0.018 +(epoch: 47, iters: 23664, time: 0.423, data: 0.019) G_GAN: 4.326 G_L1: 3.453 D_real: 0.111 D_fake: 0.086 +(epoch: 47, iters: 23764, time: 0.296, data: 0.022) G_GAN: 5.633 G_L1: 5.512 D_real: 0.098 D_fake: 0.014 +(epoch: 47, iters: 23864, time: 0.302, data: 0.021) G_GAN: 4.806 G_L1: 6.169 D_real: 0.017 D_fake: 0.069 +(epoch: 47, iters: 23964, time: 0.307, data: 0.019) G_GAN: 5.516 G_L1: 9.246 D_real: 0.075 D_fake: 0.023 +(epoch: 47, iters: 24064, time: 0.420, data: 0.019) G_GAN: 4.141 G_L1: 4.049 D_real: 0.059 D_fake: 0.092 +(epoch: 47, iters: 24164, time: 0.295, data: 0.023) G_GAN: 5.859 G_L1: 4.468 D_real: 0.033 D_fake: 0.015 +(epoch: 47, iters: 24264, time: 0.303, data: 0.018) G_GAN: 4.661 G_L1: 4.475 D_real: 0.054 D_fake: 0.053 +(epoch: 47, iters: 24364, time: 0.296, data: 0.019) G_GAN: 4.963 G_L1: 3.441 D_real: 0.081 D_fake: 0.091 +(epoch: 47, iters: 24464, time: 0.400, data: 0.017) G_GAN: 7.659 G_L1: 2.874 D_real: 0.086 D_fake: 0.004 +(epoch: 47, iters: 24564, time: 0.296, data: 0.019) G_GAN: 3.499 G_L1: 3.207 D_real: 0.006 D_fake: 0.384 +(epoch: 47, iters: 24664, time: 0.300, data: 0.019) G_GAN: 4.437 G_L1: 6.438 D_real: 0.115 D_fake: 0.075 +(epoch: 47, iters: 24764, time: 0.293, data: 0.020) G_GAN: 3.476 G_L1: 5.459 D_real: 0.001 D_fake: 0.234 +(epoch: 47, iters: 24864, time: 0.413, data: 0.020) G_GAN: 4.285 G_L1: 2.655 D_real: 0.013 D_fake: 0.505 +(epoch: 47, iters: 24964, time: 0.305, data: 0.019) G_GAN: 5.388 G_L1: 4.331 D_real: 0.012 D_fake: 0.019 +(epoch: 47, iters: 25064, time: 0.301, data: 0.019) G_GAN: 3.874 G_L1: 3.914 D_real: 0.000 D_fake: 0.173 +(epoch: 47, iters: 25164, time: 0.302, data: 0.019) G_GAN: 3.404 G_L1: 3.938 D_real: 0.347 D_fake: 0.075 +(epoch: 47, iters: 25264, time: 0.598, data: 0.020) G_GAN: 5.783 G_L1: 3.261 D_real: 0.005 D_fake: 0.026 +(epoch: 47, iters: 25364, time: 0.306, data: 0.019) G_GAN: 3.681 G_L1: 6.382 D_real: 0.425 D_fake: 0.025 +(epoch: 47, iters: 25464, time: 0.305, data: 0.019) G_GAN: 5.736 G_L1: 6.039 D_real: 0.031 D_fake: 0.014 +(epoch: 47, iters: 25564, time: 0.293, data: 0.019) G_GAN: 4.765 G_L1: 3.643 D_real: 0.010 D_fake: 0.052 +(epoch: 47, iters: 25664, time: 0.380, data: 0.017) G_GAN: 5.494 G_L1: 4.027 D_real: 0.000 D_fake: 0.101 +(epoch: 47, iters: 25764, time: 0.306, data: 0.019) G_GAN: 5.417 G_L1: 3.091 D_real: 0.006 D_fake: 0.041 +(epoch: 47, iters: 25864, time: 0.291, data: 0.020) G_GAN: 5.162 G_L1: 4.541 D_real: 0.023 D_fake: 0.041 +(epoch: 47, iters: 25964, time: 0.281, data: 0.019) G_GAN: 5.961 G_L1: 2.914 D_real: 0.033 D_fake: 0.010 +(epoch: 47, iters: 26064, time: 0.420, data: 0.018) G_GAN: 5.033 G_L1: 6.060 D_real: 0.031 D_fake: 0.319 +(epoch: 47, iters: 26164, time: 0.298, data: 0.019) G_GAN: 4.728 G_L1: 2.771 D_real: 0.129 D_fake: 0.077 +(epoch: 47, iters: 26264, time: 0.298, data: 0.018) G_GAN: 6.141 G_L1: 5.613 D_real: 0.017 D_fake: 0.057 +(epoch: 47, iters: 26364, time: 0.304, data: 0.020) G_GAN: 3.337 G_L1: 4.924 D_real: 0.514 D_fake: 0.023 +(epoch: 47, iters: 26464, time: 0.417, data: 0.020) G_GAN: 3.983 G_L1: 3.430 D_real: 0.005 D_fake: 0.047 +(epoch: 47, iters: 26564, time: 0.308, data: 0.021) G_GAN: 4.721 G_L1: 6.546 D_real: 0.042 D_fake: 0.137 +(epoch: 47, iters: 26664, time: 0.304, data: 0.020) G_GAN: 3.638 G_L1: 4.018 D_real: 0.054 D_fake: 0.070 +(epoch: 47, iters: 26764, time: 0.299, data: 0.018) G_GAN: 4.440 G_L1: 4.118 D_real: 0.120 D_fake: 0.104 +(epoch: 47, iters: 26864, time: 0.413, data: 0.019) G_GAN: 4.514 G_L1: 2.467 D_real: 0.236 D_fake: 0.036 +(epoch: 47, iters: 26964, time: 0.304, data: 0.018) G_GAN: 7.087 G_L1: 3.528 D_real: 0.016 D_fake: 0.009 +(epoch: 47, iters: 27064, time: 0.304, data: 0.020) G_GAN: 5.085 G_L1: 3.989 D_real: 0.021 D_fake: 0.042 +(epoch: 47, iters: 27164, time: 0.272, data: 0.018) G_GAN: 3.323 G_L1: 8.064 D_real: 0.039 D_fake: 0.114 +(epoch: 47, iters: 27264, time: 0.599, data: 0.017) G_GAN: 4.453 G_L1: 3.240 D_real: 0.172 D_fake: 0.074 +(epoch: 47, iters: 27364, time: 0.307, data: 0.021) G_GAN: 3.849 G_L1: 9.469 D_real: 0.001 D_fake: 0.342 +(epoch: 47, iters: 27464, time: 0.301, data: 0.019) G_GAN: 4.368 G_L1: 4.594 D_real: 0.074 D_fake: 0.175 +(epoch: 47, iters: 27564, time: 0.304, data: 0.022) G_GAN: 4.423 G_L1: 2.268 D_real: 0.282 D_fake: 0.215 +(epoch: 47, iters: 27664, time: 0.407, data: 0.022) G_GAN: 6.077 G_L1: 4.888 D_real: 0.151 D_fake: 0.006 +(epoch: 47, iters: 27764, time: 0.305, data: 0.017) G_GAN: 4.293 G_L1: 4.057 D_real: 0.050 D_fake: 0.062 +(epoch: 47, iters: 27864, time: 0.296, data: 0.018) G_GAN: 5.006 G_L1: 4.223 D_real: 0.135 D_fake: 0.189 +(epoch: 47, iters: 27964, time: 0.306, data: 0.019) G_GAN: 4.152 G_L1: 3.730 D_real: 0.033 D_fake: 0.117 +(epoch: 47, iters: 28064, time: 0.418, data: 0.020) G_GAN: 5.123 G_L1: 3.211 D_real: 0.139 D_fake: 0.051 +(epoch: 47, iters: 28164, time: 0.297, data: 0.019) G_GAN: 4.371 G_L1: 4.375 D_real: 0.053 D_fake: 0.089 +(epoch: 47, iters: 28264, time: 0.298, data: 0.018) G_GAN: 5.593 G_L1: 7.317 D_real: 0.050 D_fake: 0.144 +(epoch: 47, iters: 28364, time: 0.304, data: 0.019) G_GAN: 4.190 G_L1: 3.098 D_real: 0.134 D_fake: 0.033 +(epoch: 47, iters: 28464, time: 0.399, data: 0.019) G_GAN: 5.087 G_L1: 3.752 D_real: 0.152 D_fake: 0.013 +(epoch: 47, iters: 28564, time: 0.300, data: 0.019) G_GAN: 4.759 G_L1: 5.233 D_real: 0.262 D_fake: 0.029 +(epoch: 47, iters: 28664, time: 0.305, data: 0.018) G_GAN: 3.984 G_L1: 3.656 D_real: 0.099 D_fake: 0.094 +(epoch: 47, iters: 28764, time: 0.296, data: 0.018) G_GAN: 5.420 G_L1: 3.608 D_real: 0.150 D_fake: 0.050 +(epoch: 47, iters: 28864, time: 0.397, data: 0.018) G_GAN: 3.889 G_L1: 2.632 D_real: 0.022 D_fake: 0.187 +(epoch: 47, iters: 28964, time: 0.291, data: 0.017) G_GAN: 5.958 G_L1: 6.776 D_real: 0.065 D_fake: 0.051 +(epoch: 47, iters: 29064, time: 0.298, data: 0.018) G_GAN: 6.489 G_L1: 7.061 D_real: 0.000 D_fake: 0.022 +(epoch: 47, iters: 29164, time: 0.297, data: 0.018) G_GAN: 4.605 G_L1: 2.867 D_real: 0.057 D_fake: 0.078 +(epoch: 47, iters: 29264, time: 0.540, data: 0.019) G_GAN: 4.392 G_L1: 3.322 D_real: 0.093 D_fake: 0.041 +(epoch: 47, iters: 29364, time: 0.306, data: 0.018) G_GAN: 4.673 G_L1: 4.024 D_real: 0.005 D_fake: 0.068 +(epoch: 47, iters: 29464, time: 0.301, data: 0.021) G_GAN: 6.323 G_L1: 4.257 D_real: 0.010 D_fake: 0.011 +(epoch: 47, iters: 29564, time: 0.309, data: 0.019) G_GAN: 3.770 G_L1: 3.043 D_real: 0.194 D_fake: 0.136 +(epoch: 47, iters: 29664, time: 0.420, data: 0.019) G_GAN: 6.036 G_L1: 5.259 D_real: 0.016 D_fake: 0.006 +(epoch: 47, iters: 29764, time: 0.306, data: 0.020) G_GAN: 5.011 G_L1: 2.204 D_real: 0.311 D_fake: 0.013 +(epoch: 47, iters: 29864, time: 0.304, data: 0.019) G_GAN: 6.434 G_L1: 5.315 D_real: 0.087 D_fake: 0.104 +(epoch: 47, iters: 29964, time: 0.306, data: 0.019) G_GAN: 5.439 G_L1: 3.960 D_real: 0.006 D_fake: 0.034 +(epoch: 47, iters: 30064, time: 0.416, data: 0.018) G_GAN: 4.196 G_L1: 5.521 D_real: 0.010 D_fake: 0.125 +(epoch: 47, iters: 30164, time: 0.297, data: 0.018) G_GAN: 4.552 G_L1: 4.626 D_real: 0.004 D_fake: 0.093 +(epoch: 47, iters: 30264, time: 0.303, data: 0.017) G_GAN: 5.211 G_L1: 4.829 D_real: 0.007 D_fake: 0.041 +(epoch: 47, iters: 30364, time: 0.294, data: 0.019) G_GAN: 3.790 G_L1: 3.886 D_real: 0.280 D_fake: 0.035 +(epoch: 47, iters: 30464, time: 0.429, data: 0.018) G_GAN: 5.635 G_L1: 4.475 D_real: 0.001 D_fake: 0.108 +(epoch: 47, iters: 30564, time: 0.301, data: 0.019) G_GAN: 3.969 G_L1: 3.961 D_real: 0.010 D_fake: 0.276 +(epoch: 47, iters: 30664, time: 0.299, data: 0.019) G_GAN: 2.746 G_L1: 3.719 D_real: 0.035 D_fake: 0.308 +(epoch: 47, iters: 30764, time: 0.304, data: 0.019) G_GAN: 3.892 G_L1: 3.358 D_real: 0.027 D_fake: 0.356 +(epoch: 47, iters: 30864, time: 0.402, data: 0.019) G_GAN: 5.290 G_L1: 3.683 D_real: 0.064 D_fake: 0.025 +(epoch: 47, iters: 30964, time: 0.297, data: 0.020) G_GAN: 5.423 G_L1: 3.479 D_real: 0.231 D_fake: 0.152 +(epoch: 47, iters: 31064, time: 0.305, data: 0.017) G_GAN: 6.018 G_L1: 5.026 D_real: 1.091 D_fake: 0.094 +(epoch: 47, iters: 31164, time: 0.292, data: 0.020) G_GAN: 6.813 G_L1: 3.751 D_real: 0.018 D_fake: 0.012 +(epoch: 47, iters: 31264, time: 0.524, data: 0.019) G_GAN: 3.422 G_L1: 2.706 D_real: 0.152 D_fake: 0.092 +(epoch: 47, iters: 31364, time: 0.303, data: 0.028) G_GAN: 4.956 G_L1: 6.071 D_real: 0.001 D_fake: 0.145 +(epoch: 47, iters: 31464, time: 0.297, data: 0.018) G_GAN: 2.991 G_L1: 2.714 D_real: 0.258 D_fake: 0.099 +(epoch: 47, iters: 31564, time: 0.304, data: 0.020) G_GAN: 4.991 G_L1: 3.492 D_real: 0.065 D_fake: 0.015 +(epoch: 47, iters: 31664, time: 0.420, data: 0.019) G_GAN: 4.760 G_L1: 4.620 D_real: 0.040 D_fake: 0.030 +(epoch: 47, iters: 31764, time: 0.302, data: 0.019) G_GAN: 3.347 G_L1: 3.415 D_real: 0.001 D_fake: 0.279 +(epoch: 47, iters: 31864, time: 0.301, data: 0.019) G_GAN: 3.467 G_L1: 5.456 D_real: 0.284 D_fake: 0.235 +(epoch: 47, iters: 31964, time: 0.304, data: 0.019) G_GAN: 4.281 G_L1: 3.897 D_real: 0.229 D_fake: 0.085 +(epoch: 47, iters: 32064, time: 0.419, data: 0.022) G_GAN: 5.568 G_L1: 4.466 D_real: 0.005 D_fake: 0.034 +(epoch: 47, iters: 32164, time: 0.295, data: 0.019) G_GAN: 4.587 G_L1: 5.109 D_real: 0.001 D_fake: 0.147 +(epoch: 47, iters: 32264, time: 0.303, data: 0.020) G_GAN: 5.268 G_L1: 3.952 D_real: 0.037 D_fake: 0.027 +(epoch: 47, iters: 32364, time: 0.302, data: 0.019) G_GAN: 3.836 G_L1: 3.181 D_real: 0.028 D_fake: 0.319 +(epoch: 47, iters: 32464, time: 0.429, data: 0.021) G_GAN: 7.186 G_L1: 5.328 D_real: 0.013 D_fake: 0.009 +(epoch: 47, iters: 32564, time: 0.288, data: 0.024) G_GAN: 5.669 G_L1: 7.719 D_real: 0.079 D_fake: 0.083 +(epoch: 47, iters: 32664, time: 0.300, data: 0.016) G_GAN: 4.844 G_L1: 3.059 D_real: 0.102 D_fake: 0.015 +(epoch: 47, iters: 32764, time: 0.291, data: 0.021) G_GAN: 4.106 G_L1: 3.384 D_real: 0.021 D_fake: 0.276 +(epoch: 47, iters: 32864, time: 0.403, data: 0.018) G_GAN: 4.852 G_L1: 4.445 D_real: 0.034 D_fake: 0.046 +(epoch: 47, iters: 32964, time: 0.307, data: 0.017) G_GAN: 4.284 G_L1: 4.087 D_real: 0.274 D_fake: 0.054 +(epoch: 47, iters: 33064, time: 0.301, data: 0.019) G_GAN: 4.876 G_L1: 4.333 D_real: 0.493 D_fake: 0.011 +(epoch: 47, iters: 33164, time: 0.292, data: 0.022) G_GAN: 3.991 G_L1: 5.556 D_real: 0.003 D_fake: 0.225 +(epoch: 47, iters: 33264, time: 0.576, data: 0.022) G_GAN: 5.928 G_L1: 6.765 D_real: 0.004 D_fake: 0.057 +(epoch: 47, iters: 33364, time: 0.286, data: 0.019) G_GAN: 4.471 G_L1: 3.042 D_real: 0.229 D_fake: 0.036 +(epoch: 47, iters: 33464, time: 0.301, data: 0.020) G_GAN: 5.707 G_L1: 5.631 D_real: 0.073 D_fake: 0.024 +(epoch: 47, iters: 33564, time: 0.300, data: 0.021) G_GAN: 4.931 G_L1: 4.601 D_real: 0.012 D_fake: 0.051 +(epoch: 47, iters: 33664, time: 0.384, data: 0.023) G_GAN: 3.205 G_L1: 2.036 D_real: 0.099 D_fake: 0.118 +(epoch: 47, iters: 33764, time: 0.291, data: 0.020) G_GAN: 4.288 G_L1: 3.587 D_real: 0.029 D_fake: 0.123 +(epoch: 47, iters: 33864, time: 0.303, data: 0.025) G_GAN: 3.827 G_L1: 6.464 D_real: 0.439 D_fake: 0.049 +(epoch: 47, iters: 33964, time: 0.301, data: 0.022) G_GAN: 4.521 G_L1: 4.577 D_real: 0.001 D_fake: 0.372 +(epoch: 47, iters: 34064, time: 0.407, data: 0.018) G_GAN: 5.838 G_L1: 4.803 D_real: 0.001 D_fake: 0.135 +(epoch: 47, iters: 34164, time: 0.292, data: 0.018) G_GAN: 4.403 G_L1: 3.318 D_real: 0.044 D_fake: 0.058 +(epoch: 47, iters: 34264, time: 0.295, data: 0.019) G_GAN: 4.472 G_L1: 2.255 D_real: 0.358 D_fake: 0.028 +(epoch: 47, iters: 34364, time: 0.299, data: 0.019) G_GAN: 3.226 G_L1: 2.944 D_real: 0.311 D_fake: 0.044 +(epoch: 47, iters: 34464, time: 0.415, data: 0.018) G_GAN: 5.677 G_L1: 5.681 D_real: 0.015 D_fake: 0.014 +(epoch: 47, iters: 34564, time: 0.295, data: 0.019) G_GAN: 4.762 G_L1: 3.301 D_real: 0.018 D_fake: 0.047 +(epoch: 47, iters: 34664, time: 0.290, data: 0.019) G_GAN: 5.025 G_L1: 4.411 D_real: 0.014 D_fake: 0.098 +(epoch: 47, iters: 34764, time: 0.299, data: 0.019) G_GAN: 2.914 G_L1: 3.573 D_real: 0.477 D_fake: 0.043 +(epoch: 47, iters: 34864, time: 0.426, data: 0.019) G_GAN: 5.986 G_L1: 6.663 D_real: 0.027 D_fake: 0.012 +(epoch: 47, iters: 34964, time: 0.300, data: 0.018) G_GAN: 4.616 G_L1: 3.692 D_real: 0.043 D_fake: 0.024 +(epoch: 47, iters: 35064, time: 0.302, data: 0.019) G_GAN: 5.420 G_L1: 6.181 D_real: 0.005 D_fake: 0.066 +(epoch: 47, iters: 35164, time: 0.297, data: 0.019) G_GAN: 3.025 G_L1: 3.726 D_real: 0.039 D_fake: 0.101 +(epoch: 47, iters: 35264, time: 0.577, data: 0.018) G_GAN: 3.327 G_L1: 2.533 D_real: 0.633 D_fake: 0.030 +(epoch: 47, iters: 35364, time: 0.296, data: 0.020) G_GAN: 3.427 G_L1: 3.232 D_real: 0.301 D_fake: 0.074 +(epoch: 47, iters: 35464, time: 0.296, data: 0.020) G_GAN: 5.110 G_L1: 4.093 D_real: 0.005 D_fake: 0.021 +(epoch: 47, iters: 35564, time: 0.290, data: 0.018) G_GAN: 8.604 G_L1: 6.122 D_real: 0.005 D_fake: 0.002 +(epoch: 47, iters: 35664, time: 0.411, data: 0.015) G_GAN: 9.474 G_L1: 6.493 D_real: 0.038 D_fake: 0.002 +(epoch: 47, iters: 35764, time: 0.304, data: 0.018) G_GAN: 6.153 G_L1: 3.893 D_real: 0.041 D_fake: 0.042 +(epoch: 47, iters: 35864, time: 0.305, data: 0.023) G_GAN: 3.536 G_L1: 3.433 D_real: 0.103 D_fake: 0.091 +(epoch: 47, iters: 35964, time: 0.300, data: 0.020) G_GAN: 2.751 G_L1: 4.528 D_real: 0.183 D_fake: 0.224 +(epoch: 47, iters: 36064, time: 0.417, data: 0.023) G_GAN: 3.765 G_L1: 4.939 D_real: 0.083 D_fake: 0.045 +(epoch: 47, iters: 36164, time: 0.301, data: 0.018) G_GAN: 5.411 G_L1: 3.526 D_real: 0.320 D_fake: 0.014 +(epoch: 47, iters: 36264, time: 0.289, data: 0.019) G_GAN: 4.720 G_L1: 4.392 D_real: 0.001 D_fake: 0.216 +(epoch: 47, iters: 36364, time: 0.298, data: 0.017) G_GAN: 5.274 G_L1: 3.840 D_real: 0.008 D_fake: 0.095 +(epoch: 47, iters: 36464, time: 0.424, data: 0.019) G_GAN: 4.109 G_L1: 4.313 D_real: 0.423 D_fake: 0.019 +(epoch: 47, iters: 36564, time: 0.304, data: 0.019) G_GAN: 3.979 G_L1: 3.114 D_real: 0.002 D_fake: 0.397 +(epoch: 47, iters: 36664, time: 0.309, data: 0.019) G_GAN: 6.264 G_L1: 3.991 D_real: 0.004 D_fake: 0.005 +(epoch: 47, iters: 36764, time: 0.292, data: 0.026) G_GAN: 4.502 G_L1: 4.203 D_real: 0.000 D_fake: 0.233 +(epoch: 47, iters: 36864, time: 0.428, data: 0.018) G_GAN: 5.394 G_L1: 3.149 D_real: 0.039 D_fake: 0.025 +(epoch: 47, iters: 36964, time: 0.291, data: 0.020) G_GAN: 7.057 G_L1: 5.833 D_real: 0.030 D_fake: 0.098 +(epoch: 47, iters: 37064, time: 0.306, data: 0.022) G_GAN: 6.578 G_L1: 4.909 D_real: 0.007 D_fake: 0.017 +(epoch: 47, iters: 37164, time: 0.304, data: 0.023) G_GAN: 4.381 G_L1: 4.772 D_real: 0.259 D_fake: 0.015 +(epoch: 47, iters: 37264, time: 0.564, data: 0.018) G_GAN: 4.879 G_L1: 3.095 D_real: 0.038 D_fake: 0.045 +(epoch: 47, iters: 37364, time: 0.304, data: 0.020) G_GAN: 4.616 G_L1: 3.108 D_real: 0.088 D_fake: 0.050 +(epoch: 47, iters: 37464, time: 0.291, data: 0.019) G_GAN: 8.290 G_L1: 4.428 D_real: 0.258 D_fake: 0.004 +(epoch: 47, iters: 37564, time: 0.293, data: 0.019) G_GAN: 5.462 G_L1: 4.376 D_real: 0.022 D_fake: 0.058 +(epoch: 47, iters: 37664, time: 0.420, data: 0.017) G_GAN: 5.517 G_L1: 4.328 D_real: 0.202 D_fake: 0.117 +(epoch: 47, iters: 37764, time: 0.298, data: 0.019) G_GAN: 3.185 G_L1: 3.170 D_real: 0.453 D_fake: 0.027 +(epoch: 47, iters: 37864, time: 0.280, data: 0.018) G_GAN: 4.188 G_L1: 3.752 D_real: 0.555 D_fake: 0.009 +(epoch: 47, iters: 37964, time: 0.295, data: 0.018) G_GAN: 5.033 G_L1: 4.986 D_real: 0.034 D_fake: 0.236 +(epoch: 47, iters: 38064, time: 0.416, data: 0.026) G_GAN: 6.559 G_L1: 4.612 D_real: 0.001 D_fake: 0.091 +(epoch: 47, iters: 38164, time: 0.291, data: 0.018) G_GAN: 4.915 G_L1: 4.322 D_real: 0.079 D_fake: 0.021 +(epoch: 47, iters: 38264, time: 0.309, data: 0.017) G_GAN: 5.721 G_L1: 5.273 D_real: 0.004 D_fake: 0.023 +(epoch: 47, iters: 38364, time: 0.295, data: 0.019) G_GAN: 5.544 G_L1: 3.734 D_real: 0.020 D_fake: 0.010 +(epoch: 47, iters: 38464, time: 0.422, data: 0.018) G_GAN: 5.365 G_L1: 7.153 D_real: 0.004 D_fake: 0.081 +(epoch: 47, iters: 38564, time: 0.300, data: 0.018) G_GAN: 2.835 G_L1: 4.917 D_real: 0.734 D_fake: 0.035 +(epoch: 47, iters: 38664, time: 0.287, data: 0.019) G_GAN: 3.491 G_L1: 3.665 D_real: 0.028 D_fake: 0.125 +(epoch: 47, iters: 38764, time: 0.301, data: 0.017) G_GAN: 3.821 G_L1: 3.569 D_real: 0.078 D_fake: 0.195 +(epoch: 47, iters: 38864, time: 0.419, data: 0.018) G_GAN: 5.174 G_L1: 5.955 D_real: 0.002 D_fake: 0.033 +(epoch: 47, iters: 38964, time: 0.290, data: 0.020) G_GAN: 4.990 G_L1: 3.785 D_real: 0.109 D_fake: 0.011 +(epoch: 47, iters: 39064, time: 0.299, data: 0.017) G_GAN: 5.671 G_L1: 5.824 D_real: 0.078 D_fake: 0.080 +(epoch: 47, iters: 39164, time: 0.304, data: 0.019) G_GAN: 3.173 G_L1: 4.023 D_real: 0.334 D_fake: 0.115 +(epoch: 47, iters: 39264, time: 0.564, data: 0.019) G_GAN: 4.534 G_L1: 4.050 D_real: 0.018 D_fake: 0.040 +(epoch: 47, iters: 39364, time: 0.293, data: 0.019) G_GAN: 5.682 G_L1: 3.427 D_real: 0.312 D_fake: 0.006 +(epoch: 47, iters: 39464, time: 0.302, data: 0.021) G_GAN: 3.598 G_L1: 3.798 D_real: 0.154 D_fake: 0.092 +(epoch: 47, iters: 39564, time: 0.286, data: 0.021) G_GAN: 6.114 G_L1: 3.666 D_real: 0.101 D_fake: 0.011 +(epoch: 47, iters: 39664, time: 0.419, data: 0.016) G_GAN: 4.572 G_L1: 3.030 D_real: 0.121 D_fake: 0.034 +(epoch: 47, iters: 39764, time: 0.290, data: 0.019) G_GAN: 4.875 G_L1: 3.036 D_real: 0.000 D_fake: 0.272 +(epoch: 47, iters: 39864, time: 0.301, data: 0.017) G_GAN: 4.949 G_L1: 3.323 D_real: 0.046 D_fake: 0.027 +(epoch: 47, iters: 39964, time: 0.297, data: 0.018) G_GAN: 6.384 G_L1: 4.430 D_real: 0.078 D_fake: 0.016 +(epoch: 47, iters: 40064, time: 0.402, data: 0.021) G_GAN: 5.069 G_L1: 3.038 D_real: 0.001 D_fake: 0.068 +(epoch: 47, iters: 40164, time: 0.305, data: 0.017) G_GAN: 5.158 G_L1: 5.291 D_real: 0.514 D_fake: 0.009 +(epoch: 47, iters: 40264, time: 0.301, data: 0.019) G_GAN: 4.161 G_L1: 3.545 D_real: 0.012 D_fake: 0.143 +(epoch: 47, iters: 40364, time: 0.285, data: 0.019) G_GAN: 3.885 G_L1: 7.548 D_real: 0.000 D_fake: 0.173 +(epoch: 47, iters: 40464, time: 0.420, data: 0.019) G_GAN: 5.918 G_L1: 3.794 D_real: 0.009 D_fake: 0.008 +(epoch: 47, iters: 40564, time: 0.294, data: 0.021) G_GAN: 3.897 G_L1: 3.084 D_real: 0.016 D_fake: 0.128 +(epoch: 47, iters: 40664, time: 0.291, data: 0.024) G_GAN: 5.687 G_L1: 4.146 D_real: 0.269 D_fake: 0.077 +(epoch: 47, iters: 40764, time: 0.291, data: 0.017) G_GAN: 7.273 G_L1: 4.633 D_real: 0.020 D_fake: 0.003 +(epoch: 47, iters: 40864, time: 0.420, data: 0.019) G_GAN: 6.396 G_L1: 4.508 D_real: 0.560 D_fake: 0.005 +(epoch: 47, iters: 40964, time: 0.302, data: 0.021) G_GAN: 6.062 G_L1: 4.931 D_real: 0.001 D_fake: 0.015 +(epoch: 47, iters: 41064, time: 0.299, data: 0.017) G_GAN: 6.056 G_L1: 4.016 D_real: 0.011 D_fake: 0.008 +(epoch: 47, iters: 41164, time: 0.309, data: 0.017) G_GAN: 3.935 G_L1: 3.307 D_real: 0.036 D_fake: 0.124 +(epoch: 47, iters: 41264, time: 0.611, data: 0.022) G_GAN: 4.538 G_L1: 3.569 D_real: 0.009 D_fake: 0.197 +(epoch: 47, iters: 41364, time: 0.306, data: 0.022) G_GAN: 4.016 G_L1: 2.211 D_real: 0.006 D_fake: 0.150 +(epoch: 47, iters: 41464, time: 0.290, data: 0.021) G_GAN: 4.430 G_L1: 3.807 D_real: 0.001 D_fake: 0.105 +(epoch: 47, iters: 41564, time: 0.295, data: 0.016) G_GAN: 6.147 G_L1: 4.032 D_real: 0.021 D_fake: 0.008 +(epoch: 47, iters: 41664, time: 0.416, data: 0.018) G_GAN: 4.620 G_L1: 2.564 D_real: 0.001 D_fake: 0.060 +(epoch: 47, iters: 41764, time: 0.298, data: 0.020) G_GAN: 5.986 G_L1: 7.418 D_real: 0.251 D_fake: 0.004 +(epoch: 47, iters: 41864, time: 0.298, data: 0.020) G_GAN: 3.570 G_L1: 3.449 D_real: 0.040 D_fake: 0.230 +(epoch: 47, iters: 41964, time: 0.295, data: 0.018) G_GAN: 5.392 G_L1: 3.914 D_real: 0.033 D_fake: 0.054 +(epoch: 47, iters: 42064, time: 0.406, data: 0.017) G_GAN: 7.708 G_L1: 6.018 D_real: 0.042 D_fake: 0.003 +(epoch: 47, iters: 42164, time: 0.308, data: 0.017) G_GAN: 5.029 G_L1: 3.669 D_real: 0.183 D_fake: 0.037 +(epoch: 47, iters: 42264, time: 0.295, data: 0.018) G_GAN: 5.472 G_L1: 3.932 D_real: 0.048 D_fake: 0.135 +(epoch: 47, iters: 42364, time: 0.297, data: 0.019) G_GAN: 3.565 G_L1: 2.350 D_real: 0.038 D_fake: 0.116 +(epoch: 47, iters: 42464, time: 0.412, data: 0.036) G_GAN: 7.202 G_L1: 4.685 D_real: 0.000 D_fake: 0.013 +(epoch: 47, iters: 42564, time: 0.298, data: 0.020) G_GAN: 4.357 G_L1: 3.091 D_real: 0.004 D_fake: 0.290 +(epoch: 47, iters: 42664, time: 0.295, data: 0.018) G_GAN: 5.693 G_L1: 3.955 D_real: 0.249 D_fake: 0.005 +(epoch: 47, iters: 42764, time: 0.308, data: 0.017) G_GAN: 5.031 G_L1: 3.711 D_real: 0.000 D_fake: 0.225 +(epoch: 47, iters: 42864, time: 0.394, data: 0.019) G_GAN: 4.120 G_L1: 7.014 D_real: 0.121 D_fake: 0.160 +(epoch: 47, iters: 42964, time: 0.304, data: 0.016) G_GAN: 6.890 G_L1: 6.095 D_real: 0.009 D_fake: 0.021 +(epoch: 47, iters: 43064, time: 0.293, data: 0.019) G_GAN: 5.191 G_L1: 7.540 D_real: 0.132 D_fake: 0.054 +(epoch: 47, iters: 43164, time: 0.295, data: 0.019) G_GAN: 6.703 G_L1: 9.126 D_real: 0.036 D_fake: 0.023 +(epoch: 47, iters: 43264, time: 0.528, data: 0.018) G_GAN: 3.700 G_L1: 3.115 D_real: 0.152 D_fake: 0.326 +(epoch: 47, iters: 43364, time: 0.303, data: 0.021) G_GAN: 5.200 G_L1: 3.847 D_real: 0.007 D_fake: 0.098 +(epoch: 47, iters: 43464, time: 0.308, data: 0.020) G_GAN: 2.168 G_L1: 3.851 D_real: 0.696 D_fake: 0.200 +(epoch: 47, iters: 43564, time: 0.302, data: 0.019) G_GAN: 7.192 G_L1: 7.542 D_real: 0.024 D_fake: 0.027 +(epoch: 47, iters: 43664, time: 0.402, data: 0.020) G_GAN: 3.903 G_L1: 4.069 D_real: 0.028 D_fake: 0.106 +(epoch: 47, iters: 43764, time: 0.303, data: 0.017) G_GAN: 5.382 G_L1: 4.052 D_real: 0.002 D_fake: 0.019 +(epoch: 47, iters: 43864, time: 0.284, data: 0.018) G_GAN: 4.315 G_L1: 3.642 D_real: 0.011 D_fake: 0.062 +(epoch: 47, iters: 43964, time: 0.281, data: 0.018) G_GAN: 3.300 G_L1: 4.394 D_real: 0.447 D_fake: 0.202 +(epoch: 47, iters: 44064, time: 0.415, data: 0.018) G_GAN: 5.623 G_L1: 5.046 D_real: 0.000 D_fake: 0.016 +(epoch: 47, iters: 44164, time: 0.310, data: 0.019) G_GAN: 4.831 G_L1: 3.003 D_real: 0.725 D_fake: 0.007 +(epoch: 47, iters: 44264, time: 0.306, data: 0.018) G_GAN: 5.112 G_L1: 3.555 D_real: 0.182 D_fake: 0.053 +(epoch: 47, iters: 44364, time: 0.299, data: 0.019) G_GAN: 5.462 G_L1: 3.970 D_real: 0.025 D_fake: 0.021 +(epoch: 47, iters: 44464, time: 0.390, data: 0.019) G_GAN: 4.935 G_L1: 3.721 D_real: 0.026 D_fake: 0.721 +(epoch: 47, iters: 44564, time: 0.303, data: 0.018) G_GAN: 5.393 G_L1: 3.052 D_real: 0.018 D_fake: 0.254 +(epoch: 47, iters: 44664, time: 0.303, data: 0.019) G_GAN: 3.673 G_L1: 3.130 D_real: 1.034 D_fake: 0.010 +(epoch: 47, iters: 44764, time: 0.304, data: 0.020) G_GAN: 7.977 G_L1: 7.280 D_real: 0.001 D_fake: 2.164 +(epoch: 47, iters: 44864, time: 0.399, data: 0.019) G_GAN: 6.222 G_L1: 4.056 D_real: 0.144 D_fake: 0.047 +(epoch: 47, iters: 44964, time: 0.305, data: 0.020) G_GAN: 5.166 G_L1: 5.300 D_real: 0.246 D_fake: 0.045 +(epoch: 47, iters: 45064, time: 0.282, data: 0.019) G_GAN: 4.999 G_L1: 3.611 D_real: 0.000 D_fake: 0.031 +(epoch: 47, iters: 45164, time: 0.300, data: 0.017) G_GAN: 4.006 G_L1: 3.636 D_real: 0.017 D_fake: 0.117 +(epoch: 47, iters: 45264, time: 0.594, data: 0.018) G_GAN: 8.197 G_L1: 7.141 D_real: 0.031 D_fake: 0.041 +(epoch: 47, iters: 45364, time: 0.304, data: 0.018) G_GAN: 5.776 G_L1: 2.957 D_real: 0.020 D_fake: 0.008 +(epoch: 47, iters: 45464, time: 0.303, data: 0.021) G_GAN: 5.075 G_L1: 3.874 D_real: 0.099 D_fake: 0.027 +(epoch: 47, iters: 45564, time: 0.296, data: 0.019) G_GAN: 5.000 G_L1: 3.551 D_real: 0.086 D_fake: 0.101 +(epoch: 47, iters: 45664, time: 0.410, data: 0.018) G_GAN: 4.768 G_L1: 3.456 D_real: 0.086 D_fake: 0.019 +(epoch: 47, iters: 45764, time: 0.300, data: 0.019) G_GAN: 4.820 G_L1: 3.750 D_real: 0.005 D_fake: 0.049 +(epoch: 47, iters: 45864, time: 0.305, data: 0.019) G_GAN: 6.704 G_L1: 6.883 D_real: 0.114 D_fake: 0.003 +(epoch: 47, iters: 45964, time: 0.304, data: 0.020) G_GAN: 4.500 G_L1: 1.901 D_real: 0.057 D_fake: 0.073 +(epoch: 47, iters: 46064, time: 0.384, data: 0.019) G_GAN: 6.403 G_L1: 4.260 D_real: 0.000 D_fake: 0.057 +(epoch: 47, iters: 46164, time: 0.305, data: 0.018) G_GAN: 2.618 G_L1: 3.714 D_real: 0.808 D_fake: 0.038 +(epoch: 47, iters: 46264, time: 0.302, data: 0.019) G_GAN: 4.077 G_L1: 3.710 D_real: 0.015 D_fake: 0.137 +(epoch: 47, iters: 46364, time: 0.303, data: 0.020) G_GAN: 3.802 G_L1: 5.303 D_real: 0.296 D_fake: 0.040 +(epoch: 47, iters: 46464, time: 0.390, data: 0.018) G_GAN: 3.931 G_L1: 4.804 D_real: 0.093 D_fake: 0.050 +(epoch: 47, iters: 46564, time: 0.289, data: 0.020) G_GAN: 4.208 G_L1: 7.788 D_real: 0.106 D_fake: 0.440 +(epoch: 47, iters: 46664, time: 0.300, data: 0.019) G_GAN: 4.680 G_L1: 4.133 D_real: 0.067 D_fake: 0.058 +(epoch: 47, iters: 46764, time: 0.299, data: 0.018) G_GAN: 5.150 G_L1: 3.454 D_real: 0.147 D_fake: 0.078 +(epoch: 47, iters: 46864, time: 0.418, data: 0.019) G_GAN: 5.333 G_L1: 3.926 D_real: 0.029 D_fake: 0.043 +(epoch: 47, iters: 46964, time: 0.298, data: 0.018) G_GAN: 5.237 G_L1: 4.435 D_real: 0.001 D_fake: 0.077 +(epoch: 47, iters: 47064, time: 0.295, data: 0.018) G_GAN: 4.303 G_L1: 4.321 D_real: 0.024 D_fake: 0.097 +(epoch: 47, iters: 47164, time: 0.300, data: 0.021) G_GAN: 5.410 G_L1: 4.003 D_real: 0.024 D_fake: 0.611 +(epoch: 47, iters: 47264, time: 0.597, data: 0.021) G_GAN: 5.413 G_L1: 4.037 D_real: 0.444 D_fake: 0.021 +(epoch: 47, iters: 47364, time: 0.304, data: 0.020) G_GAN: 3.190 G_L1: 4.333 D_real: 0.314 D_fake: 0.065 +(epoch: 47, iters: 47464, time: 0.300, data: 0.018) G_GAN: 6.775 G_L1: 4.338 D_real: 0.164 D_fake: 0.007 +(epoch: 47, iters: 47564, time: 0.295, data: 0.021) G_GAN: 5.057 G_L1: 4.653 D_real: 1.035 D_fake: 0.011 +(epoch: 47, iters: 47664, time: 0.421, data: 0.018) G_GAN: 4.723 G_L1: 3.747 D_real: 0.011 D_fake: 0.156 +(epoch: 47, iters: 47764, time: 0.303, data: 0.021) G_GAN: 4.331 G_L1: 3.808 D_real: 0.087 D_fake: 0.205 +(epoch: 47, iters: 47864, time: 0.301, data: 0.032) G_GAN: 4.574 G_L1: 3.247 D_real: 0.015 D_fake: 0.267 +(epoch: 47, iters: 47964, time: 0.298, data: 0.019) G_GAN: 4.822 G_L1: 3.686 D_real: 0.087 D_fake: 0.035 +(epoch: 47, iters: 48064, time: 0.417, data: 0.019) G_GAN: 4.057 G_L1: 3.015 D_real: 0.200 D_fake: 0.017 +(epoch: 47, iters: 48164, time: 0.291, data: 0.021) G_GAN: 5.318 G_L1: 4.885 D_real: 0.000 D_fake: 0.055 +(epoch: 47, iters: 48264, time: 0.303, data: 0.017) G_GAN: 4.849 G_L1: 3.299 D_real: 0.237 D_fake: 0.012 +(epoch: 47, iters: 48364, time: 0.303, data: 0.019) G_GAN: 4.376 G_L1: 2.703 D_real: 0.010 D_fake: 0.037 +(epoch: 47, iters: 48464, time: 0.428, data: 0.021) G_GAN: 4.750 G_L1: 5.070 D_real: 0.115 D_fake: 0.041 +(epoch: 47, iters: 48564, time: 0.303, data: 0.020) G_GAN: 4.168 G_L1: 3.513 D_real: 0.042 D_fake: 0.026 +(epoch: 47, iters: 48664, time: 0.297, data: 0.019) G_GAN: 5.478 G_L1: 3.856 D_real: 0.121 D_fake: 0.016 +(epoch: 47, iters: 48764, time: 0.294, data: 0.018) G_GAN: 6.230 G_L1: 8.357 D_real: 0.095 D_fake: 0.050 +(epoch: 47, iters: 48864, time: 0.430, data: 0.018) G_GAN: 6.568 G_L1: 6.919 D_real: 0.009 D_fake: 0.004 +(epoch: 47, iters: 48964, time: 0.290, data: 0.020) G_GAN: 6.257 G_L1: 5.096 D_real: 0.001 D_fake: 0.009 +(epoch: 47, iters: 49064, time: 0.300, data: 0.018) G_GAN: 3.647 G_L1: 4.039 D_real: 0.036 D_fake: 0.176 +(epoch: 47, iters: 49164, time: 0.300, data: 0.020) G_GAN: 4.348 G_L1: 3.541 D_real: 0.078 D_fake: 0.052 +(epoch: 47, iters: 49264, time: 0.525, data: 0.020) G_GAN: 4.204 G_L1: 3.322 D_real: 0.265 D_fake: 0.173 +(epoch: 47, iters: 49364, time: 0.302, data: 0.018) G_GAN: 5.672 G_L1: 4.169 D_real: 0.002 D_fake: 0.026 +(epoch: 47, iters: 49464, time: 0.303, data: 0.019) G_GAN: 6.541 G_L1: 3.115 D_real: 0.018 D_fake: 0.014 +(epoch: 47, iters: 49564, time: 0.296, data: 0.020) G_GAN: 3.850 G_L1: 3.972 D_real: 0.367 D_fake: 0.100 +(epoch: 47, iters: 49664, time: 0.410, data: 0.019) G_GAN: 7.218 G_L1: 5.616 D_real: 0.004 D_fake: 0.010 +(epoch: 47, iters: 49764, time: 0.303, data: 0.019) G_GAN: 5.085 G_L1: 4.795 D_real: 0.011 D_fake: 0.022 +(epoch: 47, iters: 49864, time: 0.300, data: 0.019) G_GAN: 6.041 G_L1: 7.409 D_real: 0.041 D_fake: 0.022 +(epoch: 47, iters: 49964, time: 0.307, data: 0.019) G_GAN: 4.259 G_L1: 3.065 D_real: 0.022 D_fake: 0.095 +(epoch: 47, iters: 50064, time: 0.411, data: 0.017) G_GAN: 5.076 G_L1: 4.849 D_real: 0.000 D_fake: 0.015 +(epoch: 47, iters: 50164, time: 0.305, data: 0.019) G_GAN: 4.387 G_L1: 4.849 D_real: 0.376 D_fake: 0.032 +(epoch: 47, iters: 50264, time: 0.303, data: 0.018) G_GAN: 5.545 G_L1: 3.400 D_real: 0.034 D_fake: 0.457 +(epoch: 47, iters: 50364, time: 0.304, data: 0.021) G_GAN: 5.658 G_L1: 4.938 D_real: 0.011 D_fake: 0.016 +(epoch: 47, iters: 50464, time: 0.411, data: 0.018) G_GAN: 3.738 G_L1: 3.483 D_real: 0.106 D_fake: 0.078 +(epoch: 47, iters: 50564, time: 0.295, data: 0.019) G_GAN: 5.014 G_L1: 3.929 D_real: 0.328 D_fake: 0.024 +(epoch: 47, iters: 50664, time: 0.306, data: 0.017) G_GAN: 7.128 G_L1: 8.277 D_real: 0.098 D_fake: 0.005 +(epoch: 47, iters: 50764, time: 0.300, data: 0.020) G_GAN: 4.903 G_L1: 3.545 D_real: 0.005 D_fake: 0.037 +(epoch: 47, iters: 50864, time: 0.409, data: 0.018) G_GAN: 4.469 G_L1: 4.823 D_real: 0.007 D_fake: 0.043 +(epoch: 47, iters: 50964, time: 0.291, data: 0.019) G_GAN: 5.976 G_L1: 7.359 D_real: 0.001 D_fake: 0.010 +(epoch: 47, iters: 51064, time: 0.299, data: 0.020) G_GAN: 4.748 G_L1: 3.746 D_real: 0.000 D_fake: 0.089 +(epoch: 47, iters: 51164, time: 0.295, data: 0.019) G_GAN: 5.324 G_L1: 3.410 D_real: 0.115 D_fake: 0.011 +(epoch: 47, iters: 51264, time: 0.574, data: 0.017) G_GAN: 4.277 G_L1: 5.131 D_real: 0.170 D_fake: 0.140 +(epoch: 47, iters: 51364, time: 0.298, data: 0.020) G_GAN: 6.010 G_L1: 4.610 D_real: 0.075 D_fake: 0.032 +(epoch: 47, iters: 51464, time: 0.300, data: 0.017) G_GAN: 5.265 G_L1: 3.504 D_real: 0.102 D_fake: 0.079 +(epoch: 47, iters: 51564, time: 0.295, data: 0.017) G_GAN: 4.511 G_L1: 4.353 D_real: 0.001 D_fake: 0.018 +(epoch: 47, iters: 51664, time: 0.415, data: 0.019) G_GAN: 5.607 G_L1: 4.155 D_real: 0.003 D_fake: 0.038 +(epoch: 47, iters: 51764, time: 0.305, data: 0.018) G_GAN: 3.970 G_L1: 2.909 D_real: 0.010 D_fake: 0.074 +(epoch: 47, iters: 51864, time: 0.276, data: 0.020) G_GAN: 5.820 G_L1: 7.165 D_real: 0.011 D_fake: 0.025 +(epoch: 47, iters: 51964, time: 0.279, data: 0.017) G_GAN: 5.318 G_L1: 5.734 D_real: 0.000 D_fake: 0.020 +(epoch: 47, iters: 52064, time: 0.422, data: 0.018) G_GAN: 5.523 G_L1: 4.387 D_real: 0.000 D_fake: 0.209 +(epoch: 47, iters: 52164, time: 0.302, data: 0.019) G_GAN: 4.836 G_L1: 8.116 D_real: 0.059 D_fake: 0.035 +(epoch: 47, iters: 52264, time: 0.304, data: 0.019) G_GAN: 5.469 G_L1: 5.262 D_real: 0.007 D_fake: 0.083 +(epoch: 47, iters: 52364, time: 0.303, data: 0.019) G_GAN: 5.041 G_L1: 4.596 D_real: 0.002 D_fake: 0.039 +(epoch: 47, iters: 52464, time: 0.408, data: 0.018) G_GAN: 4.150 G_L1: 6.657 D_real: 0.003 D_fake: 0.336 +(epoch: 47, iters: 52564, time: 0.300, data: 0.019) G_GAN: 4.879 G_L1: 4.943 D_real: 0.013 D_fake: 0.298 +(epoch: 47, iters: 52664, time: 0.302, data: 0.020) G_GAN: 3.817 G_L1: 2.015 D_real: 0.338 D_fake: 0.036 +(epoch: 47, iters: 52764, time: 0.305, data: 0.018) G_GAN: 3.724 G_L1: 3.600 D_real: 0.459 D_fake: 0.072 +(epoch: 47, iters: 52864, time: 0.414, data: 0.021) G_GAN: 2.217 G_L1: 3.073 D_real: 0.254 D_fake: 0.110 +(epoch: 47, iters: 52964, time: 0.295, data: 0.022) G_GAN: 3.988 G_L1: 3.184 D_real: 0.089 D_fake: 0.169 +(epoch: 47, iters: 53064, time: 0.300, data: 0.018) G_GAN: 5.564 G_L1: 6.065 D_real: 0.168 D_fake: 0.184 +(epoch: 47, iters: 53164, time: 0.302, data: 0.019) G_GAN: 4.992 G_L1: 4.861 D_real: 0.083 D_fake: 0.110 +(epoch: 47, iters: 53264, time: 0.560, data: 0.019) G_GAN: 5.981 G_L1: 5.661 D_real: 0.190 D_fake: 0.204 +(epoch: 47, iters: 53364, time: 0.305, data: 0.018) G_GAN: 4.855 G_L1: 2.352 D_real: 0.021 D_fake: 0.061 +(epoch: 47, iters: 53464, time: 0.294, data: 0.019) G_GAN: 6.175 G_L1: 5.330 D_real: 0.005 D_fake: 0.052 +(epoch: 47, iters: 53564, time: 0.303, data: 0.018) G_GAN: 4.908 G_L1: 5.958 D_real: 0.050 D_fake: 0.016 +(epoch: 47, iters: 53664, time: 0.387, data: 0.020) G_GAN: 4.142 G_L1: 2.534 D_real: 0.082 D_fake: 0.027 +(epoch: 47, iters: 53764, time: 0.294, data: 0.017) G_GAN: 4.525 G_L1: 3.696 D_real: 0.010 D_fake: 0.113 +(epoch: 47, iters: 53864, time: 0.297, data: 0.017) G_GAN: 6.081 G_L1: 3.745 D_real: 0.395 D_fake: 0.016 +(epoch: 47, iters: 53964, time: 0.305, data: 0.018) G_GAN: 5.382 G_L1: 2.562 D_real: 0.000 D_fake: 0.426 +(epoch: 47, iters: 54064, time: 0.417, data: 0.018) G_GAN: 5.581 G_L1: 5.942 D_real: 0.023 D_fake: 0.104 +(epoch: 47, iters: 54164, time: 0.304, data: 0.018) G_GAN: 6.576 G_L1: 4.173 D_real: 0.073 D_fake: 0.015 +(epoch: 47, iters: 54264, time: 0.291, data: 0.017) G_GAN: 7.234 G_L1: 7.244 D_real: 0.026 D_fake: 0.006 +(epoch: 47, iters: 54364, time: 0.296, data: 0.020) G_GAN: 6.891 G_L1: 3.465 D_real: 0.016 D_fake: 0.013 +(epoch: 47, iters: 54464, time: 0.409, data: 0.018) G_GAN: 5.109 G_L1: 6.566 D_real: 0.017 D_fake: 0.024 +(epoch: 47, iters: 54564, time: 0.304, data: 0.018) G_GAN: 3.503 G_L1: 2.445 D_real: 0.119 D_fake: 0.115 +(epoch: 47, iters: 54664, time: 0.305, data: 0.019) G_GAN: 6.800 G_L1: 7.473 D_real: 0.019 D_fake: 0.004 +(epoch: 47, iters: 54764, time: 0.294, data: 0.019) G_GAN: 6.431 G_L1: 5.315 D_real: 0.011 D_fake: 0.018 +(epoch: 47, iters: 54864, time: 0.387, data: 0.018) G_GAN: 5.490 G_L1: 2.973 D_real: 0.006 D_fake: 0.193 +(epoch: 47, iters: 54964, time: 0.306, data: 0.018) G_GAN: 3.438 G_L1: 3.006 D_real: 0.693 D_fake: 0.022 +(epoch: 47, iters: 55064, time: 0.299, data: 0.020) G_GAN: 4.974 G_L1: 5.627 D_real: 0.026 D_fake: 0.405 +(epoch: 47, iters: 55164, time: 0.303, data: 0.018) G_GAN: 3.155 G_L1: 3.492 D_real: 0.310 D_fake: 0.179 +(epoch: 47, iters: 55264, time: 0.567, data: 0.019) G_GAN: 3.929 G_L1: 3.131 D_real: 0.002 D_fake: 0.294 +(epoch: 47, iters: 55364, time: 0.299, data: 0.019) G_GAN: 4.931 G_L1: 6.651 D_real: 0.021 D_fake: 0.061 +(epoch: 47, iters: 55464, time: 0.305, data: 0.019) G_GAN: 3.704 G_L1: 2.886 D_real: 0.339 D_fake: 0.422 +(epoch: 47, iters: 55564, time: 0.300, data: 0.018) G_GAN: 5.830 G_L1: 5.552 D_real: 0.022 D_fake: 0.014 +(epoch: 47, iters: 55664, time: 0.391, data: 0.020) G_GAN: 5.524 G_L1: 3.693 D_real: 0.059 D_fake: 0.007 +(epoch: 47, iters: 55764, time: 0.309, data: 0.019) G_GAN: 4.516 G_L1: 3.412 D_real: 0.123 D_fake: 0.022 +(epoch: 47, iters: 55864, time: 0.301, data: 0.020) G_GAN: 3.098 G_L1: 2.199 D_real: 0.928 D_fake: 0.030 +(epoch: 47, iters: 55964, time: 0.306, data: 0.019) G_GAN: 3.021 G_L1: 3.458 D_real: 0.098 D_fake: 0.133 +(epoch: 47, iters: 56064, time: 0.423, data: 0.020) G_GAN: 6.445 G_L1: 4.783 D_real: 0.025 D_fake: 0.005 +(epoch: 47, iters: 56164, time: 0.303, data: 0.019) G_GAN: 4.087 G_L1: 3.379 D_real: 0.257 D_fake: 0.022 +(epoch: 47, iters: 56264, time: 0.291, data: 0.022) G_GAN: 6.601 G_L1: 4.250 D_real: 0.000 D_fake: 0.158 +(epoch: 47, iters: 56364, time: 0.304, data: 0.020) G_GAN: 3.998 G_L1: 3.299 D_real: 0.172 D_fake: 0.047 +(epoch: 47, iters: 56464, time: 0.415, data: 0.018) G_GAN: 6.721 G_L1: 4.242 D_real: 0.012 D_fake: 0.074 +(epoch: 47, iters: 56564, time: 0.297, data: 0.020) G_GAN: 5.246 G_L1: 5.229 D_real: 0.027 D_fake: 0.022 +(epoch: 47, iters: 56664, time: 0.302, data: 0.019) G_GAN: 5.457 G_L1: 4.417 D_real: 0.035 D_fake: 0.025 +(epoch: 47, iters: 56764, time: 0.297, data: 0.018) G_GAN: 5.779 G_L1: 5.899 D_real: 0.001 D_fake: 0.007 +(epoch: 47, iters: 56864, time: 0.414, data: 0.022) G_GAN: 4.388 G_L1: 3.760 D_real: 0.115 D_fake: 0.019 +(epoch: 47, iters: 56964, time: 0.291, data: 0.018) G_GAN: 5.317 G_L1: 5.104 D_real: 0.102 D_fake: 0.012 +(epoch: 47, iters: 57064, time: 0.300, data: 0.017) G_GAN: 4.323 G_L1: 4.560 D_real: 0.060 D_fake: 0.155 +(epoch: 47, iters: 57164, time: 0.296, data: 0.022) G_GAN: 4.112 G_L1: 3.131 D_real: 0.013 D_fake: 0.090 +(epoch: 47, iters: 57264, time: 0.586, data: 0.018) G_GAN: 4.021 G_L1: 4.209 D_real: 0.032 D_fake: 0.079 +(epoch: 47, iters: 57364, time: 0.299, data: 0.018) G_GAN: 4.958 G_L1: 4.706 D_real: 0.234 D_fake: 0.039 +(epoch: 47, iters: 57464, time: 0.305, data: 0.019) G_GAN: 3.520 G_L1: 3.597 D_real: 0.000 D_fake: 0.185 +(epoch: 47, iters: 57564, time: 0.301, data: 0.021) G_GAN: 4.325 G_L1: 3.149 D_real: 0.011 D_fake: 0.044 +(epoch: 47, iters: 57664, time: 0.417, data: 0.020) G_GAN: 3.875 G_L1: 3.338 D_real: 0.359 D_fake: 0.019 +(epoch: 47, iters: 57764, time: 0.299, data: 0.018) G_GAN: 3.318 G_L1: 3.316 D_real: 0.000 D_fake: 0.114 +(epoch: 47, iters: 57864, time: 0.305, data: 0.019) G_GAN: 3.963 G_L1: 3.331 D_real: 0.356 D_fake: 0.162 +(epoch: 47, iters: 57964, time: 0.302, data: 0.021) G_GAN: 4.725 G_L1: 7.898 D_real: 0.062 D_fake: 0.057 +(epoch: 47, iters: 58064, time: 0.383, data: 0.021) G_GAN: 5.763 G_L1: 3.455 D_real: 0.004 D_fake: 0.018 +(epoch: 47, iters: 58164, time: 0.300, data: 0.019) G_GAN: 6.378 G_L1: 5.621 D_real: 0.000 D_fake: 0.018 +(epoch: 47, iters: 58264, time: 0.299, data: 0.020) G_GAN: 3.952 G_L1: 3.607 D_real: 0.895 D_fake: 0.022 +(epoch: 47, iters: 58364, time: 0.298, data: 0.019) G_GAN: 5.292 G_L1: 7.485 D_real: 0.021 D_fake: 0.053 +(epoch: 47, iters: 58464, time: 0.429, data: 0.020) G_GAN: 4.975 G_L1: 3.821 D_real: 0.016 D_fake: 0.030 +(epoch: 47, iters: 58564, time: 0.306, data: 0.020) G_GAN: 4.969 G_L1: 7.686 D_real: 0.066 D_fake: 0.030 +(epoch: 47, iters: 58664, time: 0.299, data: 0.019) G_GAN: 4.295 G_L1: 5.340 D_real: 0.011 D_fake: 0.169 +(epoch: 47, iters: 58764, time: 0.303, data: 0.019) G_GAN: 4.602 G_L1: 3.512 D_real: 0.102 D_fake: 0.020 +(epoch: 47, iters: 58864, time: 0.389, data: 0.018) G_GAN: 4.815 G_L1: 3.236 D_real: 0.013 D_fake: 0.067 +(epoch: 47, iters: 58964, time: 0.306, data: 0.019) G_GAN: 3.553 G_L1: 3.576 D_real: 0.372 D_fake: 0.030 +(epoch: 47, iters: 59064, time: 0.305, data: 0.019) G_GAN: 5.832 G_L1: 6.653 D_real: 0.010 D_fake: 0.088 +(epoch: 47, iters: 59164, time: 0.289, data: 0.019) G_GAN: 5.005 G_L1: 3.558 D_real: 0.001 D_fake: 0.045 +(epoch: 47, iters: 59264, time: 0.561, data: 0.018) G_GAN: 4.530 G_L1: 5.050 D_real: 0.005 D_fake: 0.086 +(epoch: 47, iters: 59364, time: 0.300, data: 0.020) G_GAN: 4.088 G_L1: 4.044 D_real: 0.047 D_fake: 0.230 +(epoch: 47, iters: 59464, time: 0.303, data: 0.018) G_GAN: 5.322 G_L1: 3.943 D_real: 0.168 D_fake: 0.020 +(epoch: 47, iters: 59564, time: 0.301, data: 0.030) G_GAN: 4.182 G_L1: 2.695 D_real: 0.206 D_fake: 0.024 +(epoch: 47, iters: 59664, time: 0.394, data: 0.019) G_GAN: 5.593 G_L1: 7.085 D_real: 0.317 D_fake: 0.017 +(epoch: 47, iters: 59764, time: 0.288, data: 0.020) G_GAN: 4.472 G_L1: 1.626 D_real: 0.115 D_fake: 0.029 +(epoch: 47, iters: 59864, time: 0.304, data: 0.019) G_GAN: 4.690 G_L1: 3.888 D_real: 0.007 D_fake: 0.603 +(epoch: 47, iters: 59964, time: 0.298, data: 0.020) G_GAN: 2.575 G_L1: 3.299 D_real: 0.525 D_fake: 0.032 +(epoch: 48, iters: 48, time: 0.582, data: 0.020) G_GAN: 4.817 G_L1: 2.686 D_real: 0.234 D_fake: 0.040 +(epoch: 48, iters: 148, time: 0.304, data: 0.018) G_GAN: 5.041 G_L1: 4.397 D_real: 0.012 D_fake: 0.033 +(epoch: 48, iters: 248, time: 0.300, data: 0.023) G_GAN: 5.787 G_L1: 5.423 D_real: 0.037 D_fake: 0.182 +(epoch: 48, iters: 348, time: 0.303, data: 0.020) G_GAN: 8.905 G_L1: 7.685 D_real: 0.000 D_fake: 0.008 +(epoch: 48, iters: 448, time: 0.419, data: 0.020) G_GAN: 5.921 G_L1: 5.256 D_real: 0.000 D_fake: 0.010 +(epoch: 48, iters: 548, time: 0.299, data: 0.020) G_GAN: 7.651 G_L1: 5.185 D_real: 0.016 D_fake: 0.014 +(epoch: 48, iters: 648, time: 0.300, data: 0.020) G_GAN: 9.524 G_L1: 5.993 D_real: 0.006 D_fake: 0.001 +(epoch: 48, iters: 748, time: 0.298, data: 0.020) G_GAN: 7.266 G_L1: 4.398 D_real: 0.033 D_fake: 0.014 +(epoch: 48, iters: 848, time: 0.412, data: 0.020) G_GAN: 6.893 G_L1: 3.764 D_real: 0.125 D_fake: 0.004 +(epoch: 48, iters: 948, time: 0.299, data: 0.022) G_GAN: 5.313 G_L1: 4.393 D_real: 0.010 D_fake: 0.107 +(epoch: 48, iters: 1048, time: 0.291, data: 0.019) G_GAN: 4.164 G_L1: 4.464 D_real: 0.614 D_fake: 0.060 +(epoch: 48, iters: 1148, time: 0.285, data: 0.019) G_GAN: 4.728 G_L1: 4.838 D_real: 0.209 D_fake: 0.036 +(epoch: 48, iters: 1248, time: 0.573, data: 0.016) G_GAN: 4.495 G_L1: 3.909 D_real: 0.000 D_fake: 0.061 +(epoch: 48, iters: 1348, time: 0.294, data: 0.019) G_GAN: 3.728 G_L1: 3.119 D_real: 0.090 D_fake: 0.201 +(epoch: 48, iters: 1448, time: 0.305, data: 0.019) G_GAN: 4.873 G_L1: 5.675 D_real: 0.001 D_fake: 0.055 +(epoch: 48, iters: 1548, time: 0.304, data: 0.023) G_GAN: 3.781 G_L1: 5.028 D_real: 0.322 D_fake: 0.064 +(epoch: 48, iters: 1648, time: 0.415, data: 0.020) G_GAN: 6.270 G_L1: 4.533 D_real: 0.049 D_fake: 0.013 +(epoch: 48, iters: 1748, time: 0.294, data: 0.019) G_GAN: 4.348 G_L1: 3.899 D_real: 0.208 D_fake: 0.100 +(epoch: 48, iters: 1848, time: 0.306, data: 0.020) G_GAN: 5.370 G_L1: 5.639 D_real: 0.174 D_fake: 0.050 +(epoch: 48, iters: 1948, time: 0.299, data: 0.020) G_GAN: 4.169 G_L1: 4.497 D_real: 0.082 D_fake: 0.160 +(epoch: 48, iters: 2048, time: 0.402, data: 0.022) G_GAN: 6.096 G_L1: 3.244 D_real: 0.156 D_fake: 0.008 +(epoch: 48, iters: 2148, time: 0.298, data: 0.023) G_GAN: 6.272 G_L1: 4.236 D_real: 0.000 D_fake: 0.009 +(epoch: 48, iters: 2248, time: 0.297, data: 0.020) G_GAN: 5.067 G_L1: 3.937 D_real: 0.005 D_fake: 0.043 +(epoch: 48, iters: 2348, time: 0.300, data: 0.020) G_GAN: 7.375 G_L1: 8.027 D_real: 0.197 D_fake: 0.003 +(epoch: 48, iters: 2448, time: 0.393, data: 0.019) G_GAN: 6.259 G_L1: 4.629 D_real: 0.004 D_fake: 0.010 +(epoch: 48, iters: 2548, time: 0.295, data: 0.019) G_GAN: 6.527 G_L1: 7.423 D_real: 0.000 D_fake: 0.004 +(epoch: 48, iters: 2648, time: 0.298, data: 0.019) G_GAN: 5.599 G_L1: 3.990 D_real: 0.004 D_fake: 0.015 +(epoch: 48, iters: 2748, time: 0.304, data: 0.019) G_GAN: 6.222 G_L1: 4.034 D_real: 0.000 D_fake: 0.022 +(epoch: 48, iters: 2848, time: 0.393, data: 0.023) G_GAN: 4.622 G_L1: 4.517 D_real: 0.000 D_fake: 0.077 +(epoch: 48, iters: 2948, time: 0.298, data: 0.020) G_GAN: 6.124 G_L1: 5.666 D_real: 0.000 D_fake: 0.015 +(epoch: 48, iters: 3048, time: 0.306, data: 0.019) G_GAN: 6.000 G_L1: 4.189 D_real: 0.000 D_fake: 0.040 +(epoch: 48, iters: 3148, time: 0.304, data: 0.021) G_GAN: 4.783 G_L1: 7.455 D_real: 0.001 D_fake: 0.056 +(epoch: 48, iters: 3248, time: 0.580, data: 0.020) G_GAN: 5.801 G_L1: 5.686 D_real: 0.000 D_fake: 0.011 +(epoch: 48, iters: 3348, time: 0.303, data: 0.019) G_GAN: 3.858 G_L1: 8.595 D_real: 0.000 D_fake: 0.051 +(epoch: 48, iters: 3448, time: 0.304, data: 0.019) G_GAN: 5.437 G_L1: 3.683 D_real: 0.000 D_fake: 0.028 +(epoch: 48, iters: 3548, time: 0.301, data: 0.019) G_GAN: 6.631 G_L1: 7.617 D_real: 0.004 D_fake: 0.032 +(epoch: 48, iters: 3648, time: 0.419, data: 0.022) G_GAN: 3.914 G_L1: 5.208 D_real: 0.000 D_fake: 0.108 +(epoch: 48, iters: 3748, time: 0.303, data: 0.019) G_GAN: 3.807 G_L1: 4.025 D_real: 0.000 D_fake: 0.128 +(epoch: 48, iters: 3848, time: 0.302, data: 0.019) G_GAN: 5.241 G_L1: 5.819 D_real: 0.000 D_fake: 0.043 +(epoch: 48, iters: 3948, time: 0.291, data: 0.019) G_GAN: 4.224 G_L1: 4.714 D_real: 0.000 D_fake: 0.346 +(epoch: 48, iters: 4048, time: 0.390, data: 0.016) G_GAN: 3.234 G_L1: 3.312 D_real: 0.002 D_fake: 0.230 +(epoch: 48, iters: 4148, time: 0.299, data: 0.021) G_GAN: 4.020 G_L1: 7.810 D_real: 0.000 D_fake: 0.153 +(epoch: 48, iters: 4248, time: 0.306, data: 0.018) G_GAN: 3.975 G_L1: 4.613 D_real: 0.000 D_fake: 0.084 +(epoch: 48, iters: 4348, time: 0.285, data: 0.019) G_GAN: 6.336 G_L1: 5.700 D_real: 0.002 D_fake: 0.285 +(epoch: 48, iters: 4448, time: 0.423, data: 0.018) G_GAN: 4.188 G_L1: 5.010 D_real: 0.000 D_fake: 0.416 +(epoch: 48, iters: 4548, time: 0.297, data: 0.018) G_GAN: 3.727 G_L1: 4.690 D_real: 0.000 D_fake: 0.538 +(epoch: 48, iters: 4648, time: 0.302, data: 0.018) G_GAN: 4.411 G_L1: 8.240 D_real: 0.000 D_fake: 0.051 +(epoch: 48, iters: 4748, time: 0.302, data: 0.018) G_GAN: 8.420 G_L1: 7.869 D_real: 0.005 D_fake: 0.473 +(epoch: 48, iters: 4848, time: 0.421, data: 0.018) G_GAN: 3.092 G_L1: 5.227 D_real: 0.000 D_fake: 0.207 +(epoch: 48, iters: 4948, time: 0.305, data: 0.019) G_GAN: 4.358 G_L1: 4.757 D_real: 0.000 D_fake: 0.150 +(epoch: 48, iters: 5048, time: 0.291, data: 0.019) G_GAN: 5.086 G_L1: 4.674 D_real: 0.000 D_fake: 0.091 +(epoch: 48, iters: 5148, time: 0.301, data: 0.017) G_GAN: 4.033 G_L1: 5.720 D_real: 0.000 D_fake: 0.243 +(epoch: 48, iters: 5248, time: 0.583, data: 0.017) G_GAN: 2.482 G_L1: 4.553 D_real: 0.000 D_fake: 0.485 +(epoch: 48, iters: 5348, time: 0.303, data: 0.018) G_GAN: 3.403 G_L1: 5.023 D_real: 0.000 D_fake: 0.449 +(epoch: 48, iters: 5448, time: 0.289, data: 0.019) G_GAN: 3.259 G_L1: 6.265 D_real: 0.000 D_fake: 0.141 +(epoch: 48, iters: 5548, time: 0.297, data: 0.018) G_GAN: 2.668 G_L1: 5.289 D_real: 0.000 D_fake: 0.087 +(epoch: 48, iters: 5648, time: 0.396, data: 0.017) G_GAN: 3.834 G_L1: 4.033 D_real: 0.000 D_fake: 0.419 +(epoch: 48, iters: 5748, time: 0.301, data: 0.018) G_GAN: 3.304 G_L1: 7.254 D_real: 0.000 D_fake: 0.310 +(epoch: 48, iters: 5848, time: 0.295, data: 0.020) G_GAN: 3.777 G_L1: 5.711 D_real: 0.000 D_fake: 0.275 +(epoch: 48, iters: 5948, time: 0.302, data: 0.018) G_GAN: 6.579 G_L1: 6.155 D_real: 0.000 D_fake: 1.511 +(epoch: 48, iters: 6048, time: 0.411, data: 0.018) G_GAN: 3.518 G_L1: 5.365 D_real: 0.000 D_fake: 0.073 +(epoch: 48, iters: 6148, time: 0.302, data: 0.018) G_GAN: 3.301 G_L1: 5.126 D_real: 0.001 D_fake: 0.795 +(epoch: 48, iters: 6248, time: 0.301, data: 0.018) G_GAN: 3.200 G_L1: 4.582 D_real: 0.000 D_fake: 0.131 +(epoch: 48, iters: 6348, time: 0.296, data: 0.018) G_GAN: 3.372 G_L1: 3.954 D_real: 0.000 D_fake: 0.277 +(epoch: 48, iters: 6448, time: 0.410, data: 0.017) G_GAN: 3.981 G_L1: 4.656 D_real: 0.000 D_fake: 0.732 +(epoch: 48, iters: 6548, time: 0.305, data: 0.021) G_GAN: 2.743 G_L1: 4.105 D_real: 0.000 D_fake: 0.576 +(epoch: 48, iters: 6648, time: 0.295, data: 0.020) G_GAN: 4.018 G_L1: 11.888 D_real: 0.000 D_fake: 0.629 +(epoch: 48, iters: 6748, time: 0.299, data: 0.020) G_GAN: 3.972 G_L1: 4.359 D_real: 0.001 D_fake: 0.047 +(epoch: 48, iters: 6848, time: 0.413, data: 0.018) G_GAN: 3.334 G_L1: 4.835 D_real: 0.000 D_fake: 0.094 +(epoch: 48, iters: 6948, time: 0.301, data: 0.019) G_GAN: 4.292 G_L1: 6.489 D_real: 0.000 D_fake: 0.055 +(epoch: 48, iters: 7048, time: 0.291, data: 0.019) G_GAN: 3.839 G_L1: 5.209 D_real: 0.000 D_fake: 0.231 +(epoch: 48, iters: 7148, time: 0.299, data: 0.017) G_GAN: 1.831 G_L1: 4.083 D_real: 0.000 D_fake: 1.455 +(epoch: 48, iters: 7248, time: 0.582, data: 0.017) G_GAN: 2.565 G_L1: 5.455 D_real: 0.000 D_fake: 0.209 +(epoch: 48, iters: 7348, time: 0.301, data: 0.018) G_GAN: 3.201 G_L1: 4.951 D_real: 0.000 D_fake: 0.166 +(epoch: 48, iters: 7448, time: 0.287, data: 0.018) G_GAN: 2.797 G_L1: 5.367 D_real: 0.000 D_fake: 1.237 +(epoch: 48, iters: 7548, time: 0.303, data: 0.017) G_GAN: 4.085 G_L1: 4.632 D_real: 0.000 D_fake: 0.058 +(epoch: 48, iters: 7648, time: 0.395, data: 0.017) G_GAN: 1.726 G_L1: 3.076 D_real: 0.002 D_fake: 0.210 +(epoch: 48, iters: 7748, time: 0.301, data: 0.019) G_GAN: 3.555 G_L1: 3.827 D_real: 0.000 D_fake: 0.220 +(epoch: 48, iters: 7848, time: 0.296, data: 0.018) G_GAN: 2.014 G_L1: 4.613 D_real: 0.000 D_fake: 0.163 +(epoch: 48, iters: 7948, time: 0.300, data: 0.019) G_GAN: 3.850 G_L1: 4.816 D_real: 0.000 D_fake: 0.313 +(epoch: 48, iters: 8048, time: 0.411, data: 0.019) G_GAN: 2.483 G_L1: 3.813 D_real: 0.000 D_fake: 0.159 +(epoch: 48, iters: 8148, time: 0.295, data: 0.020) G_GAN: 2.704 G_L1: 5.574 D_real: 0.000 D_fake: 0.320 +(epoch: 48, iters: 8248, time: 0.298, data: 0.017) G_GAN: 3.558 G_L1: 5.721 D_real: 0.000 D_fake: 0.172 +(epoch: 48, iters: 8348, time: 0.296, data: 0.018) G_GAN: 2.955 G_L1: 6.027 D_real: 0.000 D_fake: 0.239 +(epoch: 48, iters: 8448, time: 0.412, data: 0.016) G_GAN: 3.700 G_L1: 3.644 D_real: 0.000 D_fake: 0.093 +(epoch: 48, iters: 8548, time: 0.306, data: 0.020) G_GAN: 4.668 G_L1: 7.757 D_real: 0.000 D_fake: 2.075 +(epoch: 48, iters: 8648, time: 0.307, data: 0.019) G_GAN: 3.186 G_L1: 4.979 D_real: 0.000 D_fake: 0.269 +(epoch: 48, iters: 8748, time: 0.304, data: 0.018) G_GAN: 2.998 G_L1: 4.348 D_real: 0.000 D_fake: 0.234 +(epoch: 48, iters: 8848, time: 0.417, data: 0.024) G_GAN: 6.308 G_L1: 8.644 D_real: 0.000 D_fake: 1.443 +(epoch: 48, iters: 8948, time: 0.298, data: 0.018) G_GAN: 1.186 G_L1: 4.855 D_real: 0.000 D_fake: 0.398 +(epoch: 48, iters: 9048, time: 0.303, data: 0.017) G_GAN: 1.386 G_L1: 4.168 D_real: 0.000 D_fake: 0.884 +(epoch: 48, iters: 9148, time: 0.303, data: 0.019) G_GAN: 2.746 G_L1: 5.562 D_real: 0.000 D_fake: 0.139 +(epoch: 48, iters: 9248, time: 0.579, data: 0.022) G_GAN: 3.424 G_L1: 5.328 D_real: 0.000 D_fake: 0.213 +(epoch: 48, iters: 9348, time: 0.305, data: 0.019) G_GAN: 1.704 G_L1: 3.903 D_real: 0.000 D_fake: 0.826 +(epoch: 48, iters: 9448, time: 0.302, data: 0.022) G_GAN: 2.532 G_L1: 4.602 D_real: 0.000 D_fake: 0.231 +(epoch: 48, iters: 9548, time: 0.302, data: 0.019) G_GAN: 2.350 G_L1: 8.218 D_real: 0.001 D_fake: 0.908 +(epoch: 48, iters: 9648, time: 0.390, data: 0.020) G_GAN: 3.813 G_L1: 4.058 D_real: 0.000 D_fake: 0.137 +(epoch: 48, iters: 9748, time: 0.298, data: 0.017) G_GAN: 2.368 G_L1: 4.223 D_real: 0.001 D_fake: 0.304 +(epoch: 48, iters: 9848, time: 0.301, data: 0.020) G_GAN: 2.756 G_L1: 4.959 D_real: 0.000 D_fake: 0.330 +(epoch: 48, iters: 9948, time: 0.299, data: 0.019) G_GAN: 1.765 G_L1: 3.777 D_real: 0.000 D_fake: 0.684 +(epoch: 48, iters: 10048, time: 0.396, data: 0.019) G_GAN: 2.429 G_L1: 3.154 D_real: 0.000 D_fake: 0.707 +(epoch: 48, iters: 10148, time: 0.303, data: 0.022) G_GAN: 3.411 G_L1: 4.367 D_real: 0.000 D_fake: 0.245 +(epoch: 48, iters: 10248, time: 0.299, data: 0.019) G_GAN: 2.130 G_L1: 7.037 D_real: 0.000 D_fake: 0.440 +(epoch: 48, iters: 10348, time: 0.298, data: 0.019) G_GAN: 2.349 G_L1: 5.499 D_real: 0.002 D_fake: 0.550 +(epoch: 48, iters: 10448, time: 0.415, data: 0.017) G_GAN: 2.828 G_L1: 5.131 D_real: 0.000 D_fake: 0.188 +(epoch: 48, iters: 10548, time: 0.310, data: 0.017) G_GAN: 2.386 G_L1: 3.653 D_real: 0.001 D_fake: 0.320 +(epoch: 48, iters: 10648, time: 0.301, data: 0.022) G_GAN: 3.837 G_L1: 8.449 D_real: 0.000 D_fake: 0.689 +(epoch: 48, iters: 10748, time: 0.293, data: 0.019) G_GAN: 1.234 G_L1: 4.208 D_real: 0.001 D_fake: 0.278 +(epoch: 48, iters: 10848, time: 0.423, data: 0.017) G_GAN: 2.069 G_L1: 3.685 D_real: 0.001 D_fake: 0.483 +(epoch: 48, iters: 10948, time: 0.302, data: 0.020) G_GAN: 2.608 G_L1: 3.719 D_real: 0.001 D_fake: 0.606 +(epoch: 48, iters: 11048, time: 0.302, data: 0.019) G_GAN: 2.868 G_L1: 8.047 D_real: 0.000 D_fake: 0.241 +(epoch: 48, iters: 11148, time: 0.304, data: 0.019) G_GAN: 1.460 G_L1: 5.029 D_real: 0.000 D_fake: 0.410 +(epoch: 48, iters: 11248, time: 0.591, data: 0.020) G_GAN: 1.545 G_L1: 5.082 D_real: 0.002 D_fake: 0.152 +(epoch: 48, iters: 11348, time: 0.304, data: 0.019) G_GAN: 2.683 G_L1: 8.749 D_real: 0.001 D_fake: 0.136 +(epoch: 48, iters: 11448, time: 0.305, data: 0.019) G_GAN: 2.467 G_L1: 5.189 D_real: 0.000 D_fake: 0.647 +(epoch: 48, iters: 11548, time: 0.293, data: 0.019) G_GAN: 2.100 G_L1: 5.850 D_real: 0.000 D_fake: 0.283 +(epoch: 48, iters: 11648, time: 0.390, data: 0.039) G_GAN: 1.566 G_L1: 3.279 D_real: 0.000 D_fake: 0.612 +(epoch: 48, iters: 11748, time: 0.293, data: 0.018) G_GAN: 2.099 G_L1: 4.265 D_real: 0.000 D_fake: 0.413 +(epoch: 48, iters: 11848, time: 0.304, data: 0.023) G_GAN: 1.704 G_L1: 3.837 D_real: 0.000 D_fake: 0.866 +(epoch: 48, iters: 11948, time: 0.302, data: 0.018) G_GAN: 2.272 G_L1: 4.148 D_real: 0.000 D_fake: 0.450 +(epoch: 48, iters: 12048, time: 0.422, data: 0.019) G_GAN: 2.334 G_L1: 4.459 D_real: 0.000 D_fake: 0.247 +(epoch: 48, iters: 12148, time: 0.305, data: 0.020) G_GAN: 2.653 G_L1: 4.592 D_real: 0.010 D_fake: 0.191 +(epoch: 48, iters: 12248, time: 0.299, data: 0.018) G_GAN: 2.813 G_L1: 8.287 D_real: 0.000 D_fake: 0.105 +(epoch: 48, iters: 12348, time: 0.301, data: 0.019) G_GAN: 1.766 G_L1: 5.323 D_real: 0.001 D_fake: 0.428 +(epoch: 48, iters: 12448, time: 0.422, data: 0.019) G_GAN: 1.475 G_L1: 4.652 D_real: 0.000 D_fake: 0.583 +(epoch: 48, iters: 12548, time: 0.295, data: 0.018) G_GAN: 2.721 G_L1: 8.086 D_real: 0.000 D_fake: 0.347 +(epoch: 48, iters: 12648, time: 0.294, data: 0.017) G_GAN: 2.455 G_L1: 4.558 D_real: 0.000 D_fake: 1.652 +(epoch: 48, iters: 12748, time: 0.299, data: 0.018) G_GAN: 2.965 G_L1: 5.270 D_real: 0.012 D_fake: 0.088 +(epoch: 48, iters: 12848, time: 0.425, data: 0.018) G_GAN: 1.498 G_L1: 4.199 D_real: 0.000 D_fake: 0.497 +(epoch: 48, iters: 12948, time: 0.302, data: 0.019) G_GAN: 2.444 G_L1: 6.387 D_real: 0.000 D_fake: 0.319 +(epoch: 48, iters: 13048, time: 0.300, data: 0.019) G_GAN: 1.568 G_L1: 4.443 D_real: 0.000 D_fake: 0.498 +(epoch: 48, iters: 13148, time: 0.300, data: 0.020) G_GAN: 2.220 G_L1: 5.968 D_real: 0.000 D_fake: 0.456 +(epoch: 48, iters: 13248, time: 0.579, data: 0.019) G_GAN: 2.033 G_L1: 4.651 D_real: 0.000 D_fake: 0.246 +(epoch: 48, iters: 13348, time: 0.299, data: 0.017) G_GAN: 2.628 G_L1: 5.315 D_real: 0.000 D_fake: 0.218 +(epoch: 48, iters: 13448, time: 0.294, data: 0.017) G_GAN: 3.225 G_L1: 4.848 D_real: 0.004 D_fake: 0.146 +(epoch: 48, iters: 13548, time: 0.303, data: 0.018) G_GAN: 2.133 G_L1: 4.690 D_real: 0.000 D_fake: 0.509 +(epoch: 48, iters: 13648, time: 0.390, data: 0.019) G_GAN: 1.852 G_L1: 5.763 D_real: 0.000 D_fake: 0.733 +(epoch: 48, iters: 13748, time: 0.304, data: 0.020) G_GAN: 4.440 G_L1: 8.688 D_real: 0.000 D_fake: 0.265 +(epoch: 48, iters: 13848, time: 0.292, data: 0.019) G_GAN: 2.772 G_L1: 3.464 D_real: 0.002 D_fake: 0.466 +(epoch: 48, iters: 13948, time: 0.304, data: 0.021) G_GAN: 1.996 G_L1: 4.517 D_real: 0.000 D_fake: 0.525 +(epoch: 48, iters: 14048, time: 0.420, data: 0.019) G_GAN: 2.059 G_L1: 7.172 D_real: 0.001 D_fake: 0.508 +(epoch: 48, iters: 14148, time: 0.301, data: 0.019) G_GAN: 1.612 G_L1: 4.778 D_real: 0.000 D_fake: 0.679 +(epoch: 48, iters: 14248, time: 0.305, data: 0.020) G_GAN: 1.974 G_L1: 5.441 D_real: 0.000 D_fake: 0.777 +(epoch: 48, iters: 14348, time: 0.303, data: 0.019) G_GAN: 1.886 G_L1: 8.069 D_real: 0.000 D_fake: 0.276 +(epoch: 48, iters: 14448, time: 0.402, data: 0.019) G_GAN: 1.489 G_L1: 3.832 D_real: 0.000 D_fake: 0.618 +(epoch: 48, iters: 14548, time: 0.303, data: 0.019) G_GAN: 1.771 G_L1: 4.230 D_real: 0.000 D_fake: 0.123 +(epoch: 48, iters: 14648, time: 0.302, data: 0.019) G_GAN: 1.898 G_L1: 4.600 D_real: 0.000 D_fake: 0.524 +(epoch: 48, iters: 14748, time: 0.304, data: 0.018) G_GAN: 1.759 G_L1: 5.890 D_real: 0.000 D_fake: 0.385 +(epoch: 48, iters: 14848, time: 0.416, data: 0.018) G_GAN: 2.826 G_L1: 6.434 D_real: 0.000 D_fake: 0.247 +(epoch: 48, iters: 14948, time: 0.300, data: 0.019) G_GAN: 2.128 G_L1: 3.832 D_real: 0.000 D_fake: 0.223 +(epoch: 48, iters: 15048, time: 0.303, data: 0.019) G_GAN: 2.165 G_L1: 4.608 D_real: 0.000 D_fake: 0.404 +(epoch: 48, iters: 15148, time: 0.284, data: 0.018) G_GAN: 1.739 G_L1: 5.883 D_real: 0.004 D_fake: 0.264 +(epoch: 48, iters: 15248, time: 0.586, data: 0.017) G_GAN: 1.678 G_L1: 4.584 D_real: 0.001 D_fake: 0.379 +(epoch: 48, iters: 15348, time: 0.303, data: 0.018) G_GAN: 2.521 G_L1: 9.427 D_real: 0.000 D_fake: 0.312 +(epoch: 48, iters: 15448, time: 0.296, data: 0.018) G_GAN: 1.497 G_L1: 5.112 D_real: 0.000 D_fake: 0.588 +(epoch: 48, iters: 15548, time: 0.302, data: 0.018) G_GAN: 1.103 G_L1: 4.075 D_real: 0.000 D_fake: 0.606 +(epoch: 48, iters: 15648, time: 0.409, data: 0.018) G_GAN: 1.765 G_L1: 4.034 D_real: 0.001 D_fake: 0.425 +(epoch: 48, iters: 15748, time: 0.299, data: 0.018) G_GAN: 1.380 G_L1: 4.538 D_real: 0.000 D_fake: 0.497 +(epoch: 48, iters: 15848, time: 0.303, data: 0.018) G_GAN: 1.503 G_L1: 4.307 D_real: 0.000 D_fake: 0.253 +(epoch: 48, iters: 15948, time: 0.299, data: 0.019) G_GAN: 1.983 G_L1: 3.744 D_real: 0.002 D_fake: 0.346 +(epoch: 48, iters: 16048, time: 0.385, data: 0.017) G_GAN: 1.654 G_L1: 4.208 D_real: 0.000 D_fake: 0.457 +(epoch: 48, iters: 16148, time: 0.304, data: 0.021) G_GAN: 2.224 G_L1: 6.563 D_real: 0.010 D_fake: 0.709 +(epoch: 48, iters: 16248, time: 0.302, data: 0.019) G_GAN: 1.588 G_L1: 3.793 D_real: 0.000 D_fake: 0.773 +(epoch: 48, iters: 16348, time: 0.305, data: 0.019) G_GAN: 1.471 G_L1: 4.317 D_real: 0.000 D_fake: 0.431 +(epoch: 48, iters: 16448, time: 0.411, data: 0.022) G_GAN: 1.248 G_L1: 4.308 D_real: 0.000 D_fake: 0.552 +(epoch: 48, iters: 16548, time: 0.298, data: 0.018) G_GAN: 1.954 G_L1: 6.089 D_real: 0.004 D_fake: 0.363 +(epoch: 48, iters: 16648, time: 0.302, data: 0.020) G_GAN: 1.952 G_L1: 3.766 D_real: 0.000 D_fake: 0.435 +(epoch: 48, iters: 16748, time: 0.296, data: 0.019) G_GAN: 2.773 G_L1: 5.015 D_real: 0.000 D_fake: 0.202 +(epoch: 48, iters: 16848, time: 0.427, data: 0.019) G_GAN: 1.774 G_L1: 5.960 D_real: 0.001 D_fake: 0.514 +(epoch: 48, iters: 16948, time: 0.305, data: 0.019) G_GAN: 3.074 G_L1: 7.492 D_real: 0.009 D_fake: 0.471 +(epoch: 48, iters: 17048, time: 0.282, data: 0.019) G_GAN: 1.545 G_L1: 3.876 D_real: 0.001 D_fake: 0.581 +(epoch: 48, iters: 17148, time: 0.297, data: 0.018) G_GAN: 1.532 G_L1: 4.141 D_real: 0.000 D_fake: 0.821 +(epoch: 48, iters: 17248, time: 0.583, data: 0.019) G_GAN: 1.437 G_L1: 5.492 D_real: 0.000 D_fake: 0.163 +(epoch: 48, iters: 17348, time: 0.300, data: 0.020) G_GAN: 2.064 G_L1: 4.521 D_real: 0.000 D_fake: 0.291 +(epoch: 48, iters: 17448, time: 0.283, data: 0.019) G_GAN: 1.397 G_L1: 4.223 D_real: 0.001 D_fake: 0.673 +(epoch: 48, iters: 17548, time: 0.300, data: 0.018) G_GAN: 1.326 G_L1: 4.053 D_real: 0.000 D_fake: 0.535 +(epoch: 48, iters: 17648, time: 0.419, data: 0.019) G_GAN: 1.012 G_L1: 4.102 D_real: 0.001 D_fake: 0.570 +(epoch: 48, iters: 17748, time: 0.299, data: 0.019) G_GAN: 1.416 G_L1: 4.040 D_real: 0.001 D_fake: 0.319 +(epoch: 48, iters: 17848, time: 0.285, data: 0.019) G_GAN: 2.730 G_L1: 5.706 D_real: 0.000 D_fake: 0.123 +(epoch: 48, iters: 17948, time: 0.293, data: 0.016) G_GAN: 2.451 G_L1: 6.168 D_real: 0.000 D_fake: 0.645 +(epoch: 48, iters: 18048, time: 0.407, data: 0.018) G_GAN: 3.148 G_L1: 5.942 D_real: 0.000 D_fake: 0.162 +(epoch: 48, iters: 18148, time: 0.302, data: 0.018) G_GAN: 2.536 G_L1: 4.345 D_real: 0.000 D_fake: 0.155 +(epoch: 48, iters: 18248, time: 0.300, data: 0.019) G_GAN: 3.013 G_L1: 4.974 D_real: 0.001 D_fake: 0.146 +(epoch: 48, iters: 18348, time: 0.301, data: 0.019) G_GAN: 2.192 G_L1: 5.384 D_real: 0.000 D_fake: 0.355 +(epoch: 48, iters: 18448, time: 0.415, data: 0.019) G_GAN: 1.723 G_L1: 4.332 D_real: 0.000 D_fake: 0.455 +(epoch: 48, iters: 18548, time: 0.301, data: 0.018) G_GAN: 2.876 G_L1: 5.957 D_real: 0.000 D_fake: 0.265 +(epoch: 48, iters: 18648, time: 0.294, data: 0.019) G_GAN: 1.337 G_L1: 4.070 D_real: 0.000 D_fake: 0.728 +(epoch: 48, iters: 18748, time: 0.301, data: 0.018) G_GAN: 1.901 G_L1: 4.605 D_real: 0.001 D_fake: 0.193 +(epoch: 48, iters: 18848, time: 0.399, data: 0.020) G_GAN: 1.319 G_L1: 3.495 D_real: 0.011 D_fake: 0.467 +(epoch: 48, iters: 18948, time: 0.286, data: 0.018) G_GAN: 1.562 G_L1: 3.933 D_real: 0.005 D_fake: 0.634 +(epoch: 48, iters: 19048, time: 0.303, data: 0.018) G_GAN: 1.408 G_L1: 3.911 D_real: 0.001 D_fake: 0.717 +(epoch: 48, iters: 19148, time: 0.296, data: 0.019) G_GAN: 1.243 G_L1: 5.756 D_real: 0.017 D_fake: 0.924 +(epoch: 48, iters: 19248, time: 0.594, data: 0.017) G_GAN: 1.580 G_L1: 4.744 D_real: 0.001 D_fake: 0.431 +(epoch: 48, iters: 19348, time: 0.292, data: 0.019) G_GAN: 1.281 G_L1: 4.205 D_real: 0.000 D_fake: 1.229 +(epoch: 48, iters: 19448, time: 0.302, data: 0.018) G_GAN: 1.637 G_L1: 5.993 D_real: 0.000 D_fake: 0.485 +(epoch: 48, iters: 19548, time: 0.306, data: 0.021) G_GAN: 2.613 G_L1: 8.585 D_real: 0.002 D_fake: 0.703 +(epoch: 48, iters: 19648, time: 0.399, data: 0.018) G_GAN: 3.470 G_L1: 4.748 D_real: 0.000 D_fake: 0.093 +(epoch: 48, iters: 19748, time: 0.302, data: 0.019) G_GAN: 1.306 G_L1: 4.773 D_real: 0.000 D_fake: 0.970 +(epoch: 48, iters: 19848, time: 0.293, data: 0.018) G_GAN: 2.000 G_L1: 6.301 D_real: 0.000 D_fake: 0.400 +(epoch: 48, iters: 19948, time: 0.294, data: 0.019) G_GAN: 1.937 G_L1: 4.619 D_real: 0.000 D_fake: 0.437 +(epoch: 48, iters: 20048, time: 0.414, data: 0.020) G_GAN: 1.317 G_L1: 4.736 D_real: 0.000 D_fake: 0.744 +(epoch: 48, iters: 20148, time: 0.306, data: 0.018) G_GAN: 2.097 G_L1: 3.695 D_real: 0.000 D_fake: 0.221 +(epoch: 48, iters: 20248, time: 0.298, data: 0.018) G_GAN: 3.031 G_L1: 6.702 D_real: 0.005 D_fake: 0.144 +(epoch: 48, iters: 20348, time: 0.302, data: 0.018) G_GAN: 1.883 G_L1: 5.657 D_real: 0.000 D_fake: 0.356 +(epoch: 48, iters: 20448, time: 0.424, data: 0.023) G_GAN: 1.844 G_L1: 4.185 D_real: 0.000 D_fake: 0.715 +(epoch: 48, iters: 20548, time: 0.298, data: 0.019) G_GAN: 2.283 G_L1: 4.472 D_real: 0.000 D_fake: 1.367 +(epoch: 48, iters: 20648, time: 0.298, data: 0.018) G_GAN: 1.269 G_L1: 3.745 D_real: 0.000 D_fake: 0.474 +(epoch: 48, iters: 20748, time: 0.303, data: 0.019) G_GAN: 1.306 G_L1: 4.096 D_real: 0.000 D_fake: 0.339 +(epoch: 48, iters: 20848, time: 0.380, data: 0.018) G_GAN: 1.203 G_L1: 4.452 D_real: 0.004 D_fake: 0.719 +(epoch: 48, iters: 20948, time: 0.301, data: 0.021) G_GAN: 2.376 G_L1: 5.743 D_real: 0.003 D_fake: 0.352 +(epoch: 48, iters: 21048, time: 0.287, data: 0.020) G_GAN: 1.547 G_L1: 4.610 D_real: 0.008 D_fake: 0.443 +(epoch: 48, iters: 21148, time: 0.306, data: 0.017) G_GAN: 1.795 G_L1: 4.466 D_real: 0.008 D_fake: 0.387 +(epoch: 48, iters: 21248, time: 0.527, data: 0.018) G_GAN: 1.377 G_L1: 4.309 D_real: 0.000 D_fake: 0.506 +(epoch: 48, iters: 21348, time: 0.299, data: 0.019) G_GAN: 1.913 G_L1: 5.218 D_real: 0.001 D_fake: 1.487 +(epoch: 48, iters: 21448, time: 0.291, data: 0.018) G_GAN: 1.654 G_L1: 4.259 D_real: 0.001 D_fake: 0.375 +(epoch: 48, iters: 21548, time: 0.294, data: 0.017) G_GAN: 1.645 G_L1: 3.677 D_real: 0.000 D_fake: 0.507 +(epoch: 48, iters: 21648, time: 0.390, data: 0.018) G_GAN: 1.083 G_L1: 3.651 D_real: 0.000 D_fake: 0.512 +(epoch: 48, iters: 21748, time: 0.299, data: 0.020) G_GAN: 1.107 G_L1: 4.295 D_real: 0.000 D_fake: 1.094 +(epoch: 48, iters: 21848, time: 0.298, data: 0.021) G_GAN: 1.345 G_L1: 3.366 D_real: 0.001 D_fake: 0.279 +(epoch: 48, iters: 21948, time: 0.303, data: 0.019) G_GAN: 1.195 G_L1: 3.735 D_real: 0.000 D_fake: 0.844 +(epoch: 48, iters: 22048, time: 0.396, data: 0.019) G_GAN: 1.170 G_L1: 4.107 D_real: 0.002 D_fake: 0.715 +(epoch: 48, iters: 22148, time: 0.294, data: 0.018) G_GAN: 1.174 G_L1: 4.123 D_real: 0.003 D_fake: 0.677 +(epoch: 48, iters: 22248, time: 0.295, data: 0.018) G_GAN: 2.837 G_L1: 6.258 D_real: 0.000 D_fake: 0.327 +(epoch: 48, iters: 22348, time: 0.295, data: 0.018) G_GAN: 1.136 G_L1: 4.765 D_real: 0.035 D_fake: 0.515 +(epoch: 48, iters: 22448, time: 0.394, data: 0.017) G_GAN: 0.810 G_L1: 4.691 D_real: 0.002 D_fake: 1.052 +(epoch: 48, iters: 22548, time: 0.305, data: 0.019) G_GAN: 2.045 G_L1: 5.908 D_real: 0.000 D_fake: 0.237 +(epoch: 48, iters: 22648, time: 0.305, data: 0.018) G_GAN: 1.390 G_L1: 3.953 D_real: 0.000 D_fake: 0.571 +(epoch: 48, iters: 22748, time: 0.310, data: 0.019) G_GAN: 1.697 G_L1: 4.852 D_real: 0.001 D_fake: 0.414 +(epoch: 48, iters: 22848, time: 0.417, data: 0.018) G_GAN: 1.809 G_L1: 5.667 D_real: 0.002 D_fake: 0.614 +(epoch: 48, iters: 22948, time: 0.291, data: 0.018) G_GAN: 0.766 G_L1: 3.788 D_real: 0.000 D_fake: 1.029 +(epoch: 48, iters: 23048, time: 0.308, data: 0.020) G_GAN: 1.686 G_L1: 6.219 D_real: 0.010 D_fake: 0.406 +(epoch: 48, iters: 23148, time: 0.304, data: 0.018) G_GAN: 1.098 G_L1: 4.296 D_real: 0.000 D_fake: 0.987 +(epoch: 48, iters: 23248, time: 0.563, data: 0.018) G_GAN: 1.903 G_L1: 5.349 D_real: 0.001 D_fake: 0.508 +(epoch: 48, iters: 23348, time: 0.296, data: 0.018) G_GAN: 2.268 G_L1: 4.819 D_real: 0.000 D_fake: 0.203 +(epoch: 48, iters: 23448, time: 0.290, data: 0.018) G_GAN: 1.457 G_L1: 4.522 D_real: 0.000 D_fake: 0.749 +(epoch: 48, iters: 23548, time: 0.302, data: 0.017) G_GAN: 2.083 G_L1: 5.886 D_real: 0.000 D_fake: 0.405 +(epoch: 48, iters: 23648, time: 0.390, data: 0.021) G_GAN: 1.792 G_L1: 4.033 D_real: 0.001 D_fake: 0.639 +(epoch: 48, iters: 23748, time: 0.288, data: 0.021) G_GAN: 1.685 G_L1: 5.131 D_real: 0.003 D_fake: 0.470 +(epoch: 48, iters: 23848, time: 0.295, data: 0.018) G_GAN: 1.180 G_L1: 4.382 D_real: 0.000 D_fake: 0.554 +(epoch: 48, iters: 23948, time: 0.292, data: 0.020) G_GAN: 2.606 G_L1: 6.371 D_real: 0.001 D_fake: 0.210 +(epoch: 48, iters: 24048, time: 0.422, data: 0.020) G_GAN: 2.072 G_L1: 5.059 D_real: 0.000 D_fake: 0.224 +(epoch: 48, iters: 24148, time: 0.296, data: 0.019) G_GAN: 1.608 G_L1: 3.717 D_real: 0.001 D_fake: 1.018 +(epoch: 48, iters: 24248, time: 0.307, data: 0.019) G_GAN: 1.141 G_L1: 3.571 D_real: 0.001 D_fake: 0.504 +(epoch: 48, iters: 24348, time: 0.304, data: 0.020) G_GAN: 1.629 G_L1: 4.392 D_real: 0.001 D_fake: 0.703 +(epoch: 48, iters: 24448, time: 0.395, data: 0.019) G_GAN: 1.376 G_L1: 4.811 D_real: 0.000 D_fake: 0.598 +(epoch: 48, iters: 24548, time: 0.301, data: 0.018) G_GAN: 1.469 G_L1: 3.261 D_real: 0.006 D_fake: 0.294 +(epoch: 48, iters: 24648, time: 0.305, data: 0.019) G_GAN: 1.171 G_L1: 3.549 D_real: 0.000 D_fake: 0.805 +(epoch: 48, iters: 24748, time: 0.307, data: 0.019) G_GAN: 1.578 G_L1: 4.312 D_real: 0.002 D_fake: 0.424 +(epoch: 48, iters: 24848, time: 0.416, data: 0.020) G_GAN: 1.442 G_L1: 3.857 D_real: 0.000 D_fake: 0.473 +(epoch: 48, iters: 24948, time: 0.297, data: 0.020) G_GAN: 1.585 G_L1: 5.462 D_real: 0.001 D_fake: 0.236 +(epoch: 48, iters: 25048, time: 0.305, data: 0.018) G_GAN: 1.196 G_L1: 3.443 D_real: 0.007 D_fake: 0.487 +(epoch: 48, iters: 25148, time: 0.290, data: 0.019) G_GAN: 1.709 G_L1: 4.362 D_real: 0.000 D_fake: 0.342 +(epoch: 48, iters: 25248, time: 0.575, data: 0.017) G_GAN: 1.241 G_L1: 5.638 D_real: 0.007 D_fake: 0.854 +(epoch: 48, iters: 25348, time: 0.301, data: 0.018) G_GAN: 1.564 G_L1: 5.973 D_real: 0.000 D_fake: 0.718 +(epoch: 48, iters: 25448, time: 0.306, data: 0.019) G_GAN: 2.263 G_L1: 5.291 D_real: 0.000 D_fake: 0.309 +(epoch: 48, iters: 25548, time: 0.308, data: 0.019) G_GAN: 2.029 G_L1: 5.075 D_real: 0.001 D_fake: 0.257 +(epoch: 48, iters: 25648, time: 0.420, data: 0.019) G_GAN: 2.399 G_L1: 5.874 D_real: 0.000 D_fake: 0.275 +(epoch: 48, iters: 25748, time: 0.293, data: 0.021) G_GAN: 0.943 G_L1: 3.766 D_real: 0.002 D_fake: 0.671 +(epoch: 48, iters: 25848, time: 0.300, data: 0.019) G_GAN: 1.297 G_L1: 3.791 D_real: 0.000 D_fake: 1.115 +(epoch: 48, iters: 25948, time: 0.297, data: 0.018) G_GAN: 1.242 G_L1: 4.562 D_real: 0.005 D_fake: 0.654 +(epoch: 48, iters: 26048, time: 0.421, data: 0.018) G_GAN: 2.060 G_L1: 5.716 D_real: 0.032 D_fake: 0.515 +(epoch: 48, iters: 26148, time: 0.302, data: 0.019) G_GAN: 1.670 G_L1: 6.313 D_real: 0.029 D_fake: 0.794 +(epoch: 48, iters: 26248, time: 0.297, data: 0.022) G_GAN: 1.214 G_L1: 3.890 D_real: 0.000 D_fake: 0.800 +(epoch: 48, iters: 26348, time: 0.303, data: 0.019) G_GAN: 2.684 G_L1: 7.584 D_real: 0.000 D_fake: 0.745 +(epoch: 48, iters: 26448, time: 0.397, data: 0.020) G_GAN: 1.716 G_L1: 5.069 D_real: 0.002 D_fake: 0.494 +(epoch: 48, iters: 26548, time: 0.304, data: 0.019) G_GAN: 1.655 G_L1: 4.397 D_real: 0.003 D_fake: 0.719 +(epoch: 48, iters: 26648, time: 0.293, data: 0.020) G_GAN: 1.348 G_L1: 4.562 D_real: 0.000 D_fake: 0.739 +(epoch: 48, iters: 26748, time: 0.311, data: 0.018) G_GAN: 1.518 G_L1: 4.503 D_real: 0.000 D_fake: 0.776 +(epoch: 48, iters: 26848, time: 0.388, data: 0.020) G_GAN: 1.273 G_L1: 4.820 D_real: 0.000 D_fake: 1.015 +(epoch: 48, iters: 26948, time: 0.305, data: 0.018) G_GAN: 1.712 G_L1: 5.004 D_real: 0.000 D_fake: 0.505 +(epoch: 48, iters: 27048, time: 0.301, data: 0.019) G_GAN: 1.140 G_L1: 3.300 D_real: 0.002 D_fake: 0.702 +(epoch: 48, iters: 27148, time: 0.301, data: 0.022) G_GAN: 1.032 G_L1: 4.476 D_real: 0.000 D_fake: 0.536 +(epoch: 48, iters: 27248, time: 0.621, data: 0.019) G_GAN: 2.169 G_L1: 4.937 D_real: 0.001 D_fake: 0.353 +(epoch: 48, iters: 27348, time: 0.304, data: 0.018) G_GAN: 1.913 G_L1: 4.591 D_real: 0.003 D_fake: 0.372 +(epoch: 48, iters: 27448, time: 0.298, data: 0.019) G_GAN: 2.116 G_L1: 6.541 D_real: 0.005 D_fake: 0.394 +(epoch: 48, iters: 27548, time: 0.297, data: 0.018) G_GAN: 2.072 G_L1: 5.687 D_real: 0.040 D_fake: 0.421 +(epoch: 48, iters: 27648, time: 0.397, data: 0.018) G_GAN: 1.259 G_L1: 3.958 D_real: 0.000 D_fake: 0.520 +(epoch: 48, iters: 27748, time: 0.289, data: 0.020) G_GAN: 1.484 G_L1: 3.776 D_real: 0.000 D_fake: 0.344 +(epoch: 48, iters: 27848, time: 0.304, data: 0.018) G_GAN: 1.396 G_L1: 5.067 D_real: 0.001 D_fake: 0.393 +(epoch: 48, iters: 27948, time: 0.308, data: 0.018) G_GAN: 1.535 G_L1: 5.140 D_real: 0.000 D_fake: 0.575 +(epoch: 48, iters: 28048, time: 0.382, data: 0.019) G_GAN: 1.222 G_L1: 4.036 D_real: 0.283 D_fake: 0.425 +(epoch: 48, iters: 28148, time: 0.301, data: 0.018) G_GAN: 1.092 G_L1: 3.977 D_real: 0.000 D_fake: 0.715 +(epoch: 48, iters: 28248, time: 0.305, data: 0.019) G_GAN: 1.657 G_L1: 3.846 D_real: 0.001 D_fake: 0.372 +(epoch: 48, iters: 28348, time: 0.304, data: 0.020) G_GAN: 3.149 G_L1: 7.973 D_real: 0.008 D_fake: 0.338 +(epoch: 48, iters: 28448, time: 0.426, data: 0.018) G_GAN: 2.037 G_L1: 6.562 D_real: 0.003 D_fake: 0.480 +(epoch: 48, iters: 28548, time: 0.305, data: 0.021) G_GAN: 2.419 G_L1: 5.379 D_real: 0.001 D_fake: 0.406 +(epoch: 48, iters: 28648, time: 0.305, data: 0.019) G_GAN: 1.823 G_L1: 4.909 D_real: 0.001 D_fake: 0.468 +(epoch: 48, iters: 28748, time: 0.306, data: 0.021) G_GAN: 1.586 G_L1: 4.345 D_real: 0.002 D_fake: 0.579 +(epoch: 48, iters: 28848, time: 0.422, data: 0.022) G_GAN: 2.483 G_L1: 5.651 D_real: 0.068 D_fake: 0.569 +(epoch: 48, iters: 28948, time: 0.300, data: 0.022) G_GAN: 2.648 G_L1: 5.765 D_real: 0.105 D_fake: 0.272 +(epoch: 48, iters: 29048, time: 0.303, data: 0.020) G_GAN: 1.221 G_L1: 3.969 D_real: 0.004 D_fake: 0.407 +(epoch: 48, iters: 29148, time: 0.304, data: 0.020) G_GAN: 1.531 G_L1: 4.777 D_real: 0.000 D_fake: 0.451 +(epoch: 48, iters: 29248, time: 0.595, data: 0.019) G_GAN: 1.408 G_L1: 4.636 D_real: 0.010 D_fake: 0.805 +(epoch: 48, iters: 29348, time: 0.299, data: 0.021) G_GAN: 1.674 G_L1: 6.301 D_real: 0.028 D_fake: 0.313 +(epoch: 48, iters: 29448, time: 0.287, data: 0.018) G_GAN: 1.402 G_L1: 4.122 D_real: 0.010 D_fake: 0.401 +(epoch: 48, iters: 29548, time: 0.292, data: 0.016) G_GAN: 1.979 G_L1: 5.470 D_real: 0.936 D_fake: 0.180 +(epoch: 48, iters: 29648, time: 0.425, data: 0.019) G_GAN: 2.841 G_L1: 7.345 D_real: 0.001 D_fake: 0.307 +(epoch: 48, iters: 29748, time: 0.294, data: 0.018) G_GAN: 1.737 G_L1: 4.306 D_real: 0.002 D_fake: 0.208 +(epoch: 48, iters: 29848, time: 0.294, data: 0.019) G_GAN: 3.316 G_L1: 3.735 D_real: 0.088 D_fake: 0.309 +(epoch: 48, iters: 29948, time: 0.301, data: 0.016) G_GAN: 3.206 G_L1: 3.095 D_real: 0.324 D_fake: 0.133 +(epoch: 48, iters: 30048, time: 0.414, data: 0.016) G_GAN: 1.787 G_L1: 3.810 D_real: 0.014 D_fake: 0.879 +(epoch: 48, iters: 30148, time: 0.298, data: 0.020) G_GAN: 1.696 G_L1: 3.917 D_real: 0.088 D_fake: 0.415 +(epoch: 48, iters: 30248, time: 0.295, data: 0.016) G_GAN: 3.797 G_L1: 4.367 D_real: 0.099 D_fake: 0.075 +(epoch: 48, iters: 30348, time: 0.284, data: 0.016) G_GAN: 2.653 G_L1: 4.782 D_real: 0.303 D_fake: 0.270 +(epoch: 48, iters: 30448, time: 0.386, data: 0.016) G_GAN: 1.927 G_L1: 3.967 D_real: 0.045 D_fake: 0.212 +(epoch: 48, iters: 30548, time: 0.293, data: 0.017) G_GAN: 2.576 G_L1: 5.515 D_real: 0.012 D_fake: 0.329 +(epoch: 48, iters: 30648, time: 0.285, data: 0.016) G_GAN: 2.952 G_L1: 5.520 D_real: 0.003 D_fake: 0.166 +(epoch: 48, iters: 30748, time: 0.300, data: 0.020) G_GAN: 2.793 G_L1: 6.072 D_real: 0.108 D_fake: 0.175 +(epoch: 48, iters: 30848, time: 0.408, data: 0.018) G_GAN: 2.199 G_L1: 5.136 D_real: 0.003 D_fake: 0.186 +(epoch: 48, iters: 30948, time: 0.300, data: 0.017) G_GAN: 1.933 G_L1: 5.084 D_real: 0.000 D_fake: 0.287 +(epoch: 48, iters: 31048, time: 0.298, data: 0.020) G_GAN: 2.663 G_L1: 4.201 D_real: 0.008 D_fake: 0.224 +(epoch: 48, iters: 31148, time: 0.303, data: 0.018) G_GAN: 2.108 G_L1: 4.671 D_real: 0.003 D_fake: 0.265 +(epoch: 48, iters: 31248, time: 0.594, data: 0.018) G_GAN: 2.310 G_L1: 12.460 D_real: 0.001 D_fake: 0.254 +(epoch: 48, iters: 31348, time: 0.304, data: 0.017) G_GAN: 2.247 G_L1: 5.023 D_real: 0.090 D_fake: 0.161 +(epoch: 48, iters: 31448, time: 0.298, data: 0.020) G_GAN: 2.323 G_L1: 5.154 D_real: 0.002 D_fake: 0.249 +(epoch: 48, iters: 31548, time: 0.292, data: 0.018) G_GAN: 2.324 G_L1: 6.003 D_real: 0.007 D_fake: 0.271 +(epoch: 48, iters: 31648, time: 0.419, data: 0.018) G_GAN: 2.067 G_L1: 6.749 D_real: 0.358 D_fake: 0.289 +(epoch: 48, iters: 31748, time: 0.292, data: 0.018) G_GAN: 3.308 G_L1: 4.667 D_real: 0.192 D_fake: 0.059 +(epoch: 48, iters: 31848, time: 0.291, data: 0.017) G_GAN: 2.093 G_L1: 4.421 D_real: 0.002 D_fake: 0.253 +(epoch: 48, iters: 31948, time: 0.302, data: 0.017) G_GAN: 2.651 G_L1: 7.316 D_real: 0.013 D_fake: 0.482 +(epoch: 48, iters: 32048, time: 0.389, data: 0.019) G_GAN: 1.994 G_L1: 6.227 D_real: 0.003 D_fake: 0.332 +(epoch: 48, iters: 32148, time: 0.298, data: 0.018) G_GAN: 2.412 G_L1: 4.483 D_real: 0.006 D_fake: 0.339 +(epoch: 48, iters: 32248, time: 0.296, data: 0.019) G_GAN: 3.038 G_L1: 5.454 D_real: 0.066 D_fake: 0.308 +(epoch: 48, iters: 32348, time: 0.294, data: 0.020) G_GAN: 2.949 G_L1: 4.407 D_real: 0.001 D_fake: 0.125 +(epoch: 48, iters: 32448, time: 0.392, data: 0.018) G_GAN: 2.844 G_L1: 4.457 D_real: 0.003 D_fake: 0.246 +(epoch: 48, iters: 32548, time: 0.292, data: 0.025) G_GAN: 2.420 G_L1: 4.649 D_real: 0.001 D_fake: 0.180 +(epoch: 48, iters: 32648, time: 0.296, data: 0.018) G_GAN: 2.681 G_L1: 6.789 D_real: 0.004 D_fake: 0.386 +(epoch: 48, iters: 32748, time: 0.302, data: 0.018) G_GAN: 2.414 G_L1: 5.164 D_real: 0.004 D_fake: 0.269 +(epoch: 48, iters: 32848, time: 0.415, data: 0.022) G_GAN: 2.279 G_L1: 12.512 D_real: 0.023 D_fake: 0.495 +(epoch: 48, iters: 32948, time: 0.298, data: 0.018) G_GAN: 1.818 G_L1: 4.194 D_real: 0.003 D_fake: 0.362 +(epoch: 48, iters: 33048, time: 0.298, data: 0.018) G_GAN: 2.737 G_L1: 4.445 D_real: 0.007 D_fake: 0.176 +(epoch: 48, iters: 33148, time: 0.303, data: 0.018) G_GAN: 1.832 G_L1: 3.785 D_real: 0.000 D_fake: 0.473 +(epoch: 48, iters: 33248, time: 0.579, data: 0.018) G_GAN: 2.783 G_L1: 7.429 D_real: 0.077 D_fake: 0.079 +(epoch: 48, iters: 33348, time: 0.305, data: 0.020) G_GAN: 2.623 G_L1: 3.290 D_real: 0.000 D_fake: 0.332 +(epoch: 48, iters: 33448, time: 0.291, data: 0.018) G_GAN: 3.120 G_L1: 3.187 D_real: 0.002 D_fake: 0.193 +(epoch: 48, iters: 33548, time: 0.294, data: 0.019) G_GAN: 4.426 G_L1: 4.507 D_real: 0.052 D_fake: 0.051 +(epoch: 48, iters: 33648, time: 0.421, data: 0.018) G_GAN: 3.666 G_L1: 4.854 D_real: 0.024 D_fake: 0.045 +(epoch: 48, iters: 33748, time: 0.303, data: 0.018) G_GAN: 3.538 G_L1: 9.455 D_real: 0.187 D_fake: 0.080 +(epoch: 48, iters: 33848, time: 0.290, data: 0.022) G_GAN: 2.408 G_L1: 5.996 D_real: 0.007 D_fake: 0.139 +(epoch: 48, iters: 33948, time: 0.294, data: 0.020) G_GAN: 3.063 G_L1: 5.907 D_real: 0.001 D_fake: 0.261 +(epoch: 48, iters: 34048, time: 0.408, data: 0.017) G_GAN: 2.896 G_L1: 4.959 D_real: 0.000 D_fake: 0.213 +(epoch: 48, iters: 34148, time: 0.299, data: 0.020) G_GAN: 3.322 G_L1: 5.139 D_real: 0.000 D_fake: 0.202 +(epoch: 48, iters: 34248, time: 0.287, data: 0.017) G_GAN: 3.499 G_L1: 3.500 D_real: 0.000 D_fake: 0.333 +(epoch: 48, iters: 34348, time: 0.305, data: 0.020) G_GAN: 2.857 G_L1: 5.865 D_real: 0.039 D_fake: 0.205 +(epoch: 48, iters: 34448, time: 0.433, data: 0.020) G_GAN: 2.517 G_L1: 4.773 D_real: 0.159 D_fake: 0.157 +(epoch: 48, iters: 34548, time: 0.304, data: 0.019) G_GAN: 4.063 G_L1: 10.448 D_real: 0.026 D_fake: 0.061 +(epoch: 48, iters: 34648, time: 0.283, data: 0.019) G_GAN: 2.509 G_L1: 4.720 D_real: 0.015 D_fake: 0.304 +(epoch: 48, iters: 34748, time: 0.304, data: 0.018) G_GAN: 4.307 G_L1: 6.365 D_real: 0.085 D_fake: 0.122 +(epoch: 48, iters: 34848, time: 0.412, data: 0.019) G_GAN: 3.047 G_L1: 2.402 D_real: 0.018 D_fake: 0.485 +(epoch: 48, iters: 34948, time: 0.305, data: 0.019) G_GAN: 3.710 G_L1: 3.357 D_real: 0.008 D_fake: 0.052 +(epoch: 48, iters: 35048, time: 0.306, data: 0.019) G_GAN: 5.643 G_L1: 5.884 D_real: 0.343 D_fake: 0.137 +(epoch: 48, iters: 35148, time: 0.305, data: 0.018) G_GAN: 4.439 G_L1: 5.040 D_real: 0.003 D_fake: 0.113 +(epoch: 48, iters: 35248, time: 0.560, data: 0.019) G_GAN: 2.750 G_L1: 2.891 D_real: 0.263 D_fake: 0.134 +(epoch: 48, iters: 35348, time: 0.305, data: 0.020) G_GAN: 4.034 G_L1: 4.991 D_real: 0.346 D_fake: 0.045 +(epoch: 48, iters: 35448, time: 0.307, data: 0.019) G_GAN: 4.069 G_L1: 3.229 D_real: 0.022 D_fake: 0.131 +(epoch: 48, iters: 35548, time: 0.306, data: 0.019) G_GAN: 2.215 G_L1: 2.708 D_real: 0.699 D_fake: 0.114 +(epoch: 48, iters: 35648, time: 0.421, data: 0.017) G_GAN: 2.691 G_L1: 3.813 D_real: 0.317 D_fake: 0.059 +(epoch: 48, iters: 35748, time: 0.304, data: 0.019) G_GAN: 4.412 G_L1: 2.890 D_real: 0.085 D_fake: 0.027 +(epoch: 48, iters: 35848, time: 0.294, data: 0.020) G_GAN: 3.459 G_L1: 3.746 D_real: 0.330 D_fake: 0.146 +(epoch: 48, iters: 35948, time: 0.294, data: 0.021) G_GAN: 3.290 G_L1: 4.252 D_real: 0.004 D_fake: 0.229 +(epoch: 48, iters: 36048, time: 0.426, data: 0.019) G_GAN: 3.542 G_L1: 4.541 D_real: 0.010 D_fake: 0.106 +(epoch: 48, iters: 36148, time: 0.300, data: 0.018) G_GAN: 5.937 G_L1: 3.653 D_real: 0.015 D_fake: 0.010 +(epoch: 48, iters: 36248, time: 0.292, data: 0.019) G_GAN: 2.913 G_L1: 3.749 D_real: 0.377 D_fake: 0.692 +(epoch: 48, iters: 36348, time: 0.295, data: 0.018) G_GAN: 6.081 G_L1: 4.427 D_real: 0.295 D_fake: 0.005 +(epoch: 48, iters: 36448, time: 0.406, data: 0.022) G_GAN: 5.711 G_L1: 6.943 D_real: 0.010 D_fake: 0.102 +(epoch: 48, iters: 36548, time: 0.298, data: 0.018) G_GAN: 3.457 G_L1: 4.976 D_real: 0.001 D_fake: 0.524 +(epoch: 48, iters: 36648, time: 0.299, data: 0.018) G_GAN: 3.424 G_L1: 4.326 D_real: 0.001 D_fake: 0.151 +(epoch: 48, iters: 36748, time: 0.294, data: 0.020) G_GAN: 4.250 G_L1: 4.669 D_real: 0.000 D_fake: 0.084 +(epoch: 48, iters: 36848, time: 0.393, data: 0.018) G_GAN: 3.190 G_L1: 4.214 D_real: 0.064 D_fake: 0.070 +(epoch: 48, iters: 36948, time: 0.304, data: 0.019) G_GAN: 2.766 G_L1: 4.349 D_real: 0.000 D_fake: 0.167 +(epoch: 48, iters: 37048, time: 0.301, data: 0.019) G_GAN: 3.088 G_L1: 4.334 D_real: 0.263 D_fake: 0.072 +(epoch: 48, iters: 37148, time: 0.295, data: 0.019) G_GAN: 4.630 G_L1: 4.861 D_real: 0.011 D_fake: 0.033 +(epoch: 48, iters: 37248, time: 0.571, data: 0.019) G_GAN: 1.895 G_L1: 3.854 D_real: 0.581 D_fake: 0.161 +(epoch: 48, iters: 37348, time: 0.307, data: 0.018) G_GAN: 4.488 G_L1: 4.971 D_real: 0.009 D_fake: 0.075 +(epoch: 48, iters: 37448, time: 0.296, data: 0.018) G_GAN: 3.540 G_L1: 3.616 D_real: 0.366 D_fake: 0.121 +(epoch: 48, iters: 37548, time: 0.291, data: 0.022) G_GAN: 5.721 G_L1: 3.785 D_real: 0.017 D_fake: 0.113 +(epoch: 48, iters: 37648, time: 0.401, data: 0.019) G_GAN: 5.106 G_L1: 5.239 D_real: 0.872 D_fake: 0.166 +(epoch: 48, iters: 37748, time: 0.303, data: 0.018) G_GAN: 2.983 G_L1: 3.846 D_real: 0.165 D_fake: 0.142 +(epoch: 48, iters: 37848, time: 0.292, data: 0.020) G_GAN: 4.453 G_L1: 5.240 D_real: 0.012 D_fake: 0.137 +(epoch: 48, iters: 37948, time: 0.300, data: 0.018) G_GAN: 3.843 G_L1: 4.086 D_real: 0.061 D_fake: 0.083 +(epoch: 48, iters: 38048, time: 0.412, data: 0.019) G_GAN: 4.509 G_L1: 3.785 D_real: 0.110 D_fake: 0.208 +(epoch: 48, iters: 38148, time: 0.293, data: 0.018) G_GAN: 5.680 G_L1: 8.956 D_real: 0.008 D_fake: 0.047 +(epoch: 48, iters: 38248, time: 0.301, data: 0.018) G_GAN: 7.876 G_L1: 4.809 D_real: 0.003 D_fake: 0.018 +(epoch: 48, iters: 38348, time: 0.301, data: 0.019) G_GAN: 6.620 G_L1: 9.852 D_real: 0.287 D_fake: 0.131 +(epoch: 48, iters: 38448, time: 0.427, data: 0.019) G_GAN: 3.924 G_L1: 5.820 D_real: 0.312 D_fake: 0.042 +(epoch: 48, iters: 38548, time: 0.303, data: 0.018) G_GAN: 4.514 G_L1: 8.664 D_real: 0.139 D_fake: 0.039 +(epoch: 48, iters: 38648, time: 0.305, data: 0.019) G_GAN: 4.201 G_L1: 3.285 D_real: 0.049 D_fake: 0.050 +(epoch: 48, iters: 38748, time: 0.298, data: 0.017) G_GAN: 4.385 G_L1: 4.226 D_real: 0.021 D_fake: 0.042 +(epoch: 48, iters: 38848, time: 0.406, data: 0.017) G_GAN: 4.861 G_L1: 3.347 D_real: 0.255 D_fake: 0.006 +(epoch: 48, iters: 38948, time: 0.297, data: 0.019) G_GAN: 4.361 G_L1: 4.023 D_real: 0.228 D_fake: 0.023 +(epoch: 48, iters: 39048, time: 0.286, data: 0.019) G_GAN: 4.348 G_L1: 4.241 D_real: 0.078 D_fake: 0.087 +(epoch: 48, iters: 39148, time: 0.303, data: 0.017) G_GAN: 4.679 G_L1: 2.939 D_real: 0.160 D_fake: 0.023 +(epoch: 48, iters: 39248, time: 0.569, data: 0.018) G_GAN: 3.827 G_L1: 3.366 D_real: 0.024 D_fake: 0.089 +(epoch: 48, iters: 39348, time: 0.303, data: 0.020) G_GAN: 3.285 G_L1: 5.278 D_real: 0.100 D_fake: 0.214 +(epoch: 48, iters: 39448, time: 0.295, data: 0.019) G_GAN: 3.791 G_L1: 4.830 D_real: 0.001 D_fake: 0.141 +(epoch: 48, iters: 39548, time: 0.305, data: 0.019) G_GAN: 4.841 G_L1: 5.068 D_real: 0.001 D_fake: 0.107 +(epoch: 48, iters: 39648, time: 0.420, data: 0.019) G_GAN: 5.128 G_L1: 5.207 D_real: 0.006 D_fake: 0.131 +(epoch: 48, iters: 39748, time: 0.305, data: 0.019) G_GAN: 3.863 G_L1: 5.064 D_real: 0.620 D_fake: 0.043 +(epoch: 48, iters: 39848, time: 0.302, data: 0.020) G_GAN: 3.918 G_L1: 2.780 D_real: 0.226 D_fake: 0.026 +(epoch: 48, iters: 39948, time: 0.298, data: 0.023) G_GAN: 4.608 G_L1: 5.957 D_real: 0.066 D_fake: 0.017 +(epoch: 48, iters: 40048, time: 0.420, data: 0.019) G_GAN: 4.453 G_L1: 3.926 D_real: 0.051 D_fake: 0.064 +(epoch: 48, iters: 40148, time: 0.297, data: 0.020) G_GAN: 3.949 G_L1: 3.937 D_real: 0.066 D_fake: 0.138 +(epoch: 48, iters: 40248, time: 0.302, data: 0.019) G_GAN: 4.926 G_L1: 5.017 D_real: 0.003 D_fake: 0.033 +(epoch: 48, iters: 40348, time: 0.294, data: 0.018) G_GAN: 4.190 G_L1: 3.865 D_real: 0.090 D_fake: 0.112 +(epoch: 48, iters: 40448, time: 0.382, data: 0.019) G_GAN: 3.417 G_L1: 2.618 D_real: 0.153 D_fake: 0.311 +(epoch: 48, iters: 40548, time: 0.305, data: 0.018) G_GAN: 4.338 G_L1: 4.149 D_real: 0.019 D_fake: 0.151 +(epoch: 48, iters: 40648, time: 0.303, data: 0.019) G_GAN: 4.716 G_L1: 5.335 D_real: 0.009 D_fake: 0.302 +(epoch: 48, iters: 40748, time: 0.307, data: 0.019) G_GAN: 5.821 G_L1: 5.844 D_real: 0.245 D_fake: 0.444 +(epoch: 48, iters: 40848, time: 0.422, data: 0.019) G_GAN: 3.322 G_L1: 3.927 D_real: 0.130 D_fake: 0.071 +(epoch: 48, iters: 40948, time: 0.295, data: 0.019) G_GAN: 4.366 G_L1: 5.989 D_real: 0.055 D_fake: 0.061 +(epoch: 48, iters: 41048, time: 0.295, data: 0.019) G_GAN: 3.888 G_L1: 4.257 D_real: 0.012 D_fake: 0.274 +(epoch: 48, iters: 41148, time: 0.300, data: 0.018) G_GAN: 3.620 G_L1: 4.010 D_real: 0.007 D_fake: 0.192 +(epoch: 48, iters: 41248, time: 0.593, data: 0.019) G_GAN: 5.219 G_L1: 3.732 D_real: 0.261 D_fake: 0.017 +(epoch: 48, iters: 41348, time: 0.305, data: 0.019) G_GAN: 7.792 G_L1: 6.458 D_real: 0.009 D_fake: 0.005 +(epoch: 48, iters: 41448, time: 0.303, data: 0.019) G_GAN: 5.273 G_L1: 3.371 D_real: 0.040 D_fake: 0.163 +(epoch: 48, iters: 41548, time: 0.303, data: 0.019) G_GAN: 3.302 G_L1: 3.992 D_real: 0.201 D_fake: 0.122 +(epoch: 48, iters: 41648, time: 0.382, data: 0.023) G_GAN: 4.701 G_L1: 3.959 D_real: 0.052 D_fake: 0.316 +(epoch: 48, iters: 41748, time: 0.294, data: 0.018) G_GAN: 5.206 G_L1: 4.035 D_real: 0.049 D_fake: 0.018 +(epoch: 48, iters: 41848, time: 0.294, data: 0.021) G_GAN: 5.652 G_L1: 3.181 D_real: 0.012 D_fake: 0.011 +(epoch: 48, iters: 41948, time: 0.297, data: 0.019) G_GAN: 6.227 G_L1: 5.784 D_real: 0.041 D_fake: 0.053 +(epoch: 48, iters: 42048, time: 0.415, data: 0.018) G_GAN: 4.962 G_L1: 6.293 D_real: 0.003 D_fake: 0.310 +(epoch: 48, iters: 42148, time: 0.304, data: 0.020) G_GAN: 4.711 G_L1: 3.657 D_real: 0.002 D_fake: 0.037 +(epoch: 48, iters: 42248, time: 0.303, data: 0.019) G_GAN: 2.782 G_L1: 3.477 D_real: 0.306 D_fake: 0.160 +(epoch: 48, iters: 42348, time: 0.303, data: 0.021) G_GAN: 4.780 G_L1: 3.673 D_real: 0.001 D_fake: 0.061 +(epoch: 48, iters: 42448, time: 0.410, data: 0.019) G_GAN: 4.194 G_L1: 5.939 D_real: 0.001 D_fake: 0.127 +(epoch: 48, iters: 42548, time: 0.303, data: 0.019) G_GAN: 3.372 G_L1: 3.918 D_real: 0.024 D_fake: 0.177 +(epoch: 48, iters: 42648, time: 0.303, data: 0.019) G_GAN: 3.070 G_L1: 4.593 D_real: 0.001 D_fake: 0.413 +(epoch: 48, iters: 42748, time: 0.299, data: 0.020) G_GAN: 4.403 G_L1: 7.434 D_real: 0.000 D_fake: 0.066 +(epoch: 48, iters: 42848, time: 0.420, data: 0.018) G_GAN: 4.251 G_L1: 4.183 D_real: 0.005 D_fake: 0.592 +(epoch: 48, iters: 42948, time: 0.300, data: 0.022) G_GAN: 2.506 G_L1: 1.539 D_real: 0.204 D_fake: 0.119 +(epoch: 48, iters: 43048, time: 0.301, data: 0.020) G_GAN: 4.514 G_L1: 3.199 D_real: 0.302 D_fake: 0.015 +(epoch: 48, iters: 43148, time: 0.298, data: 0.019) G_GAN: 4.221 G_L1: 7.542 D_real: 0.098 D_fake: 0.039 +(epoch: 48, iters: 43248, time: 0.573, data: 0.019) G_GAN: 3.731 G_L1: 2.984 D_real: 0.000 D_fake: 0.074 +(epoch: 48, iters: 43348, time: 0.305, data: 0.018) G_GAN: 3.626 G_L1: 2.313 D_real: 0.030 D_fake: 0.121 +(epoch: 48, iters: 43448, time: 0.298, data: 0.020) G_GAN: 3.992 G_L1: 4.938 D_real: 0.006 D_fake: 0.125 +(epoch: 48, iters: 43548, time: 0.300, data: 0.018) G_GAN: 4.625 G_L1: 5.253 D_real: 0.007 D_fake: 0.173 +(epoch: 48, iters: 43648, time: 0.409, data: 0.019) G_GAN: 4.215 G_L1: 2.675 D_real: 0.016 D_fake: 0.079 +(epoch: 48, iters: 43748, time: 0.300, data: 0.020) G_GAN: 5.755 G_L1: 4.397 D_real: 0.008 D_fake: 0.020 +(epoch: 48, iters: 43848, time: 0.287, data: 0.020) G_GAN: 4.857 G_L1: 4.088 D_real: 0.001 D_fake: 0.030 +(epoch: 48, iters: 43948, time: 0.291, data: 0.019) G_GAN: 4.401 G_L1: 4.005 D_real: 0.036 D_fake: 0.071 +(epoch: 48, iters: 44048, time: 0.412, data: 0.018) G_GAN: 4.364 G_L1: 3.450 D_real: 0.003 D_fake: 0.044 +(epoch: 48, iters: 44148, time: 0.308, data: 0.019) G_GAN: 6.431 G_L1: 4.699 D_real: 0.010 D_fake: 0.005 +(epoch: 48, iters: 44248, time: 0.296, data: 0.020) G_GAN: 4.649 G_L1: 4.599 D_real: 0.002 D_fake: 0.023 +(epoch: 48, iters: 44348, time: 0.303, data: 0.019) G_GAN: 6.733 G_L1: 2.717 D_real: 0.426 D_fake: 0.032 +(epoch: 48, iters: 44448, time: 0.421, data: 0.022) G_GAN: 4.664 G_L1: 3.630 D_real: 0.138 D_fake: 0.048 +(epoch: 48, iters: 44548, time: 0.312, data: 0.022) G_GAN: 6.181 G_L1: 5.959 D_real: 0.025 D_fake: 0.020 +(epoch: 48, iters: 44648, time: 0.299, data: 0.019) G_GAN: 6.653 G_L1: 4.426 D_real: 0.054 D_fake: 0.195 +(epoch: 48, iters: 44748, time: 0.299, data: 0.019) G_GAN: 5.199 G_L1: 4.849 D_real: 0.184 D_fake: 0.038 +(epoch: 48, iters: 44848, time: 0.411, data: 0.019) G_GAN: 6.320 G_L1: 4.131 D_real: 0.011 D_fake: 0.033 +(epoch: 48, iters: 44948, time: 0.304, data: 0.017) G_GAN: 3.008 G_L1: 3.460 D_real: 0.503 D_fake: 0.024 +(epoch: 48, iters: 45048, time: 0.302, data: 0.019) G_GAN: 6.645 G_L1: 7.027 D_real: 0.000 D_fake: 0.054 +(epoch: 48, iters: 45148, time: 0.306, data: 0.018) G_GAN: 7.369 G_L1: 4.663 D_real: 0.102 D_fake: 0.009 +(epoch: 48, iters: 45248, time: 0.573, data: 0.023) G_GAN: 4.772 G_L1: 4.412 D_real: 0.003 D_fake: 0.044 +(epoch: 48, iters: 45348, time: 0.296, data: 0.018) G_GAN: 4.604 G_L1: 3.456 D_real: 0.004 D_fake: 0.037 +(epoch: 48, iters: 45448, time: 0.308, data: 0.020) G_GAN: 5.735 G_L1: 8.367 D_real: 0.003 D_fake: 0.039 +(epoch: 48, iters: 45548, time: 0.307, data: 0.019) G_GAN: 3.793 G_L1: 2.876 D_real: 0.003 D_fake: 0.685 +(epoch: 48, iters: 45648, time: 0.415, data: 0.019) G_GAN: 5.096 G_L1: 6.012 D_real: 0.002 D_fake: 0.047 +(epoch: 48, iters: 45748, time: 0.306, data: 0.019) G_GAN: 5.036 G_L1: 3.918 D_real: 0.013 D_fake: 0.060 +(epoch: 48, iters: 45848, time: 0.305, data: 0.018) G_GAN: 5.712 G_L1: 2.948 D_real: 0.103 D_fake: 0.053 +(epoch: 48, iters: 45948, time: 0.297, data: 0.019) G_GAN: 5.373 G_L1: 4.004 D_real: 0.005 D_fake: 0.082 +(epoch: 48, iters: 46048, time: 0.396, data: 0.024) G_GAN: 7.808 G_L1: 3.643 D_real: 0.002 D_fake: 0.008 +(epoch: 48, iters: 46148, time: 0.302, data: 0.019) G_GAN: 3.653 G_L1: 3.401 D_real: 0.060 D_fake: 0.306 +(epoch: 48, iters: 46248, time: 0.307, data: 0.019) G_GAN: 2.104 G_L1: 3.101 D_real: 0.450 D_fake: 0.429 +(epoch: 48, iters: 46348, time: 0.303, data: 0.019) G_GAN: 4.569 G_L1: 4.495 D_real: 0.002 D_fake: 0.043 +(epoch: 48, iters: 46448, time: 0.416, data: 0.020) G_GAN: 3.443 G_L1: 3.187 D_real: 0.013 D_fake: 0.195 +(epoch: 48, iters: 46548, time: 0.309, data: 0.019) G_GAN: 5.440 G_L1: 4.249 D_real: 0.010 D_fake: 0.032 +(epoch: 48, iters: 46648, time: 0.303, data: 0.019) G_GAN: 3.452 G_L1: 3.575 D_real: 0.612 D_fake: 0.025 +(epoch: 48, iters: 46748, time: 0.304, data: 0.020) G_GAN: 4.673 G_L1: 3.366 D_real: 0.001 D_fake: 0.084 +(epoch: 48, iters: 46848, time: 0.394, data: 0.022) G_GAN: 4.196 G_L1: 3.382 D_real: 0.161 D_fake: 0.243 +(epoch: 48, iters: 46948, time: 0.302, data: 0.019) G_GAN: 3.385 G_L1: 3.055 D_real: 0.093 D_fake: 0.164 +(epoch: 48, iters: 47048, time: 0.301, data: 0.019) G_GAN: 4.817 G_L1: 4.033 D_real: 0.092 D_fake: 0.093 +(epoch: 48, iters: 47148, time: 0.308, data: 0.020) G_GAN: 3.479 G_L1: 3.470 D_real: 0.059 D_fake: 0.399 +(epoch: 48, iters: 47248, time: 0.537, data: 0.020) G_GAN: 3.586 G_L1: 2.627 D_real: 0.072 D_fake: 0.146 +(epoch: 48, iters: 47348, time: 0.304, data: 0.022) G_GAN: 3.633 G_L1: 4.808 D_real: 0.092 D_fake: 0.070 +(epoch: 48, iters: 47448, time: 0.304, data: 0.019) G_GAN: 2.929 G_L1: 2.986 D_real: 0.452 D_fake: 0.054 +(epoch: 48, iters: 47548, time: 0.299, data: 0.019) G_GAN: 4.309 G_L1: 3.758 D_real: 0.081 D_fake: 0.143 +(epoch: 48, iters: 47648, time: 0.392, data: 0.020) G_GAN: 4.706 G_L1: 5.416 D_real: 0.015 D_fake: 0.125 +(epoch: 48, iters: 47748, time: 0.300, data: 0.018) G_GAN: 3.109 G_L1: 2.941 D_real: 0.264 D_fake: 0.108 +(epoch: 48, iters: 47848, time: 0.300, data: 0.019) G_GAN: 5.417 G_L1: 4.580 D_real: 0.196 D_fake: 0.825 +(epoch: 48, iters: 47948, time: 0.302, data: 0.020) G_GAN: 4.577 G_L1: 4.388 D_real: 0.004 D_fake: 0.051 +(epoch: 48, iters: 48048, time: 0.378, data: 0.019) G_GAN: 3.465 G_L1: 2.716 D_real: 1.298 D_fake: 0.032 +(epoch: 48, iters: 48148, time: 0.303, data: 0.020) G_GAN: 4.554 G_L1: 4.190 D_real: 0.010 D_fake: 0.150 +(epoch: 48, iters: 48248, time: 0.304, data: 0.019) G_GAN: 3.505 G_L1: 3.206 D_real: 0.049 D_fake: 0.119 +(epoch: 48, iters: 48348, time: 0.301, data: 0.023) G_GAN: 3.541 G_L1: 3.792 D_real: 0.380 D_fake: 0.233 +(epoch: 48, iters: 48448, time: 0.409, data: 0.019) G_GAN: 4.579 G_L1: 4.372 D_real: 0.012 D_fake: 0.055 +(epoch: 48, iters: 48548, time: 0.305, data: 0.020) G_GAN: 5.953 G_L1: 3.612 D_real: 0.048 D_fake: 0.008 +(epoch: 48, iters: 48648, time: 0.301, data: 0.019) G_GAN: 5.002 G_L1: 3.089 D_real: 0.083 D_fake: 0.028 +(epoch: 48, iters: 48748, time: 0.301, data: 0.019) G_GAN: 4.376 G_L1: 3.604 D_real: 0.011 D_fake: 0.149 +(epoch: 48, iters: 48848, time: 0.423, data: 0.022) G_GAN: 4.102 G_L1: 5.418 D_real: 0.224 D_fake: 0.043 +(epoch: 48, iters: 48948, time: 0.297, data: 0.018) G_GAN: 4.225 G_L1: 2.985 D_real: 0.040 D_fake: 0.437 +(epoch: 48, iters: 49048, time: 0.304, data: 0.019) G_GAN: 3.097 G_L1: 3.189 D_real: 0.297 D_fake: 0.052 +(epoch: 48, iters: 49148, time: 0.308, data: 0.020) G_GAN: 4.309 G_L1: 4.319 D_real: 0.097 D_fake: 0.032 +(epoch: 48, iters: 49248, time: 0.583, data: 0.020) G_GAN: 4.229 G_L1: 3.733 D_real: 0.007 D_fake: 0.105 +(epoch: 48, iters: 49348, time: 0.294, data: 0.020) G_GAN: 3.402 G_L1: 4.344 D_real: 0.224 D_fake: 0.095 +(epoch: 48, iters: 49448, time: 0.297, data: 0.017) G_GAN: 5.509 G_L1: 5.044 D_real: 0.069 D_fake: 0.016 +(epoch: 48, iters: 49548, time: 0.291, data: 0.018) G_GAN: 5.164 G_L1: 3.818 D_real: 0.000 D_fake: 0.092 +(epoch: 48, iters: 49648, time: 0.416, data: 0.019) G_GAN: 5.931 G_L1: 4.630 D_real: 0.317 D_fake: 0.002 +(epoch: 48, iters: 49748, time: 0.296, data: 0.017) G_GAN: 3.687 G_L1: 3.482 D_real: 0.072 D_fake: 0.096 +(epoch: 48, iters: 49848, time: 0.297, data: 0.018) G_GAN: 5.524 G_L1: 5.739 D_real: 0.002 D_fake: 0.185 +(epoch: 48, iters: 49948, time: 0.299, data: 0.017) G_GAN: 5.852 G_L1: 5.406 D_real: 0.009 D_fake: 0.008 +(epoch: 48, iters: 50048, time: 0.409, data: 0.020) G_GAN: 5.490 G_L1: 4.194 D_real: 0.001 D_fake: 0.030 +(epoch: 48, iters: 50148, time: 0.298, data: 0.017) G_GAN: 4.154 G_L1: 2.109 D_real: 0.645 D_fake: 0.110 +(epoch: 48, iters: 50248, time: 0.297, data: 0.017) G_GAN: 8.419 G_L1: 3.643 D_real: 0.048 D_fake: 0.001 +(epoch: 48, iters: 50348, time: 0.296, data: 0.018) G_GAN: 4.779 G_L1: 3.676 D_real: 0.941 D_fake: 0.012 +(epoch: 48, iters: 50448, time: 0.424, data: 0.019) G_GAN: 5.797 G_L1: 8.265 D_real: 0.008 D_fake: 0.143 +(epoch: 48, iters: 50548, time: 0.295, data: 0.018) G_GAN: 2.963 G_L1: 2.182 D_real: 0.459 D_fake: 0.149 +(epoch: 48, iters: 50648, time: 0.296, data: 0.018) G_GAN: 3.799 G_L1: 4.639 D_real: 0.262 D_fake: 0.053 +(epoch: 48, iters: 50748, time: 0.287, data: 0.017) G_GAN: 4.551 G_L1: 2.897 D_real: 0.004 D_fake: 0.082 +(epoch: 48, iters: 50848, time: 0.374, data: 0.017) G_GAN: 4.039 G_L1: 3.857 D_real: 0.134 D_fake: 0.101 +(epoch: 48, iters: 50948, time: 0.278, data: 0.019) G_GAN: 5.408 G_L1: 4.788 D_real: 0.564 D_fake: 0.046 +(epoch: 48, iters: 51048, time: 0.287, data: 0.015) G_GAN: 9.447 G_L1: 8.586 D_real: 0.000 D_fake: 0.146 +(epoch: 48, iters: 51148, time: 0.305, data: 0.016) G_GAN: 4.193 G_L1: 3.789 D_real: 0.003 D_fake: 0.484 +(epoch: 48, iters: 51248, time: 0.562, data: 0.020) G_GAN: 2.359 G_L1: 4.237 D_real: 0.367 D_fake: 0.036 +(epoch: 48, iters: 51348, time: 0.302, data: 0.017) G_GAN: 5.597 G_L1: 3.893 D_real: 0.028 D_fake: 0.167 +(epoch: 48, iters: 51448, time: 0.299, data: 0.017) G_GAN: 5.198 G_L1: 5.215 D_real: 0.007 D_fake: 0.460 +(epoch: 48, iters: 51548, time: 0.301, data: 0.018) G_GAN: 4.882 G_L1: 4.562 D_real: 0.024 D_fake: 0.042 +(epoch: 48, iters: 51648, time: 0.378, data: 0.017) G_GAN: 4.111 G_L1: 4.418 D_real: 0.012 D_fake: 0.198 +(epoch: 48, iters: 51748, time: 0.284, data: 0.019) G_GAN: 4.118 G_L1: 3.132 D_real: 0.000 D_fake: 0.090 +(epoch: 48, iters: 51848, time: 0.282, data: 0.020) G_GAN: 5.420 G_L1: 3.527 D_real: 0.095 D_fake: 0.065 +(epoch: 48, iters: 51948, time: 0.288, data: 0.018) G_GAN: 5.628 G_L1: 4.242 D_real: 0.064 D_fake: 0.012 +(epoch: 48, iters: 52048, time: 0.412, data: 0.018) G_GAN: 4.959 G_L1: 5.315 D_real: 0.014 D_fake: 0.045 +(epoch: 48, iters: 52148, time: 0.292, data: 0.017) G_GAN: 4.309 G_L1: 3.117 D_real: 0.253 D_fake: 0.128 +(epoch: 48, iters: 52248, time: 0.296, data: 0.018) G_GAN: 6.558 G_L1: 4.796 D_real: 0.003 D_fake: 0.016 +(epoch: 48, iters: 52348, time: 0.288, data: 0.017) G_GAN: 2.702 G_L1: 2.841 D_real: 0.748 D_fake: 0.063 +(epoch: 48, iters: 52448, time: 0.391, data: 0.019) G_GAN: 3.754 G_L1: 3.507 D_real: 0.181 D_fake: 0.072 +(epoch: 48, iters: 52548, time: 0.297, data: 0.016) G_GAN: 4.703 G_L1: 4.246 D_real: 0.002 D_fake: 0.085 +(epoch: 48, iters: 52648, time: 0.296, data: 0.018) G_GAN: 3.922 G_L1: 4.189 D_real: 0.334 D_fake: 0.065 +(epoch: 48, iters: 52748, time: 0.292, data: 0.019) G_GAN: 3.552 G_L1: 3.622 D_real: 0.135 D_fake: 0.245 +(epoch: 48, iters: 52848, time: 0.422, data: 0.019) G_GAN: 5.195 G_L1: 4.218 D_real: 0.229 D_fake: 0.006 +(epoch: 48, iters: 52948, time: 0.296, data: 0.018) G_GAN: 3.310 G_L1: 4.197 D_real: 0.246 D_fake: 0.071 +(epoch: 48, iters: 53048, time: 0.289, data: 0.018) G_GAN: 3.560 G_L1: 4.529 D_real: 0.051 D_fake: 0.084 +(epoch: 48, iters: 53148, time: 0.296, data: 0.017) G_GAN: 3.200 G_L1: 3.095 D_real: 0.037 D_fake: 0.158 +(epoch: 48, iters: 53248, time: 0.525, data: 0.017) G_GAN: 4.700 G_L1: 4.252 D_real: 0.027 D_fake: 0.038 +(epoch: 48, iters: 53348, time: 0.292, data: 0.019) G_GAN: 3.908 G_L1: 4.900 D_real: 0.019 D_fake: 0.137 +(epoch: 48, iters: 53448, time: 0.294, data: 0.018) G_GAN: 4.191 G_L1: 3.664 D_real: 0.206 D_fake: 0.045 +(epoch: 48, iters: 53548, time: 0.290, data: 0.018) G_GAN: 3.562 G_L1: 2.026 D_real: 0.073 D_fake: 0.207 +(epoch: 48, iters: 53648, time: 0.395, data: 0.020) G_GAN: 3.324 G_L1: 3.610 D_real: 0.570 D_fake: 0.454 +(epoch: 48, iters: 53748, time: 0.286, data: 0.019) G_GAN: 6.565 G_L1: 6.802 D_real: 0.093 D_fake: 0.017 +(epoch: 48, iters: 53848, time: 0.295, data: 0.017) G_GAN: 4.799 G_L1: 3.302 D_real: 0.066 D_fake: 0.086 +(epoch: 48, iters: 53948, time: 0.295, data: 0.022) G_GAN: 4.215 G_L1: 5.948 D_real: 0.151 D_fake: 0.517 +(epoch: 48, iters: 54048, time: 0.388, data: 0.021) G_GAN: 4.803 G_L1: 5.801 D_real: 0.036 D_fake: 0.093 +(epoch: 48, iters: 54148, time: 0.291, data: 0.019) G_GAN: 7.266 G_L1: 3.649 D_real: 0.017 D_fake: 0.003 +(epoch: 48, iters: 54248, time: 0.285, data: 0.021) G_GAN: 3.408 G_L1: 4.102 D_real: 0.336 D_fake: 0.195 +(epoch: 48, iters: 54348, time: 0.301, data: 0.018) G_GAN: 2.978 G_L1: 4.190 D_real: 0.093 D_fake: 0.192 +(epoch: 48, iters: 54448, time: 0.421, data: 0.019) G_GAN: 4.890 G_L1: 4.418 D_real: 0.079 D_fake: 0.116 +(epoch: 48, iters: 54548, time: 0.302, data: 0.021) G_GAN: 5.389 G_L1: 4.325 D_real: 0.119 D_fake: 0.008 +(epoch: 48, iters: 54648, time: 0.299, data: 0.018) G_GAN: 3.435 G_L1: 3.005 D_real: 0.488 D_fake: 0.069 +(epoch: 48, iters: 54748, time: 0.291, data: 0.018) G_GAN: 3.831 G_L1: 3.728 D_real: 0.476 D_fake: 0.041 +(epoch: 48, iters: 54848, time: 0.425, data: 0.015) G_GAN: 4.792 G_L1: 6.027 D_real: 0.040 D_fake: 0.050 +(epoch: 48, iters: 54948, time: 0.304, data: 0.019) G_GAN: 3.633 G_L1: 3.019 D_real: 0.096 D_fake: 0.079 +(epoch: 48, iters: 55048, time: 0.303, data: 0.019) G_GAN: 5.279 G_L1: 6.517 D_real: 0.069 D_fake: 0.146 +(epoch: 48, iters: 55148, time: 0.293, data: 0.019) G_GAN: 6.917 G_L1: 7.892 D_real: 0.031 D_fake: 0.008 +(epoch: 48, iters: 55248, time: 0.568, data: 0.019) G_GAN: 6.654 G_L1: 4.143 D_real: 0.127 D_fake: 0.006 +(epoch: 48, iters: 55348, time: 0.293, data: 0.017) G_GAN: 3.985 G_L1: 4.771 D_real: 0.291 D_fake: 0.041 +(epoch: 48, iters: 55448, time: 0.296, data: 0.019) G_GAN: 4.339 G_L1: 4.160 D_real: 0.043 D_fake: 0.049 +(epoch: 48, iters: 55548, time: 0.297, data: 0.018) G_GAN: 5.051 G_L1: 3.873 D_real: 0.346 D_fake: 0.027 +(epoch: 48, iters: 55648, time: 0.422, data: 0.018) G_GAN: 4.862 G_L1: 5.229 D_real: 0.206 D_fake: 0.042 +(epoch: 48, iters: 55748, time: 0.299, data: 0.019) G_GAN: 5.000 G_L1: 5.685 D_real: 0.038 D_fake: 0.021 +(epoch: 48, iters: 55848, time: 0.304, data: 0.017) G_GAN: 6.546 G_L1: 4.004 D_real: 0.056 D_fake: 0.005 +(epoch: 48, iters: 55948, time: 0.300, data: 0.019) G_GAN: 5.785 G_L1: 3.313 D_real: 0.000 D_fake: 0.035 +(epoch: 48, iters: 56048, time: 0.427, data: 0.020) G_GAN: 5.453 G_L1: 4.918 D_real: 0.712 D_fake: 0.006 +(epoch: 48, iters: 56148, time: 0.295, data: 0.020) G_GAN: 4.267 G_L1: 3.931 D_real: 0.007 D_fake: 0.069 +(epoch: 48, iters: 56248, time: 0.294, data: 0.022) G_GAN: 3.314 G_L1: 3.433 D_real: 0.254 D_fake: 0.269 +(epoch: 48, iters: 56348, time: 0.302, data: 0.018) G_GAN: 3.758 G_L1: 3.386 D_real: 0.329 D_fake: 0.043 +(epoch: 48, iters: 56448, time: 0.419, data: 0.019) G_GAN: 4.227 G_L1: 3.388 D_real: 0.027 D_fake: 0.612 +(epoch: 48, iters: 56548, time: 0.305, data: 0.019) G_GAN: 4.630 G_L1: 4.493 D_real: 0.011 D_fake: 0.129 +(epoch: 48, iters: 56648, time: 0.303, data: 0.019) G_GAN: 5.886 G_L1: 5.804 D_real: 0.047 D_fake: 0.009 +(epoch: 48, iters: 56748, time: 0.295, data: 0.020) G_GAN: 4.378 G_L1: 5.538 D_real: 0.035 D_fake: 0.049 +(epoch: 48, iters: 56848, time: 0.388, data: 0.018) G_GAN: 3.130 G_L1: 2.335 D_real: 0.916 D_fake: 0.016 +(epoch: 48, iters: 56948, time: 0.299, data: 0.020) G_GAN: 6.353 G_L1: 3.309 D_real: 0.049 D_fake: 0.008 +(epoch: 48, iters: 57048, time: 0.301, data: 0.019) G_GAN: 3.367 G_L1: 4.955 D_real: 0.053 D_fake: 0.273 +(epoch: 48, iters: 57148, time: 0.303, data: 0.020) G_GAN: 5.390 G_L1: 2.881 D_real: 0.113 D_fake: 0.037 +(epoch: 48, iters: 57248, time: 0.617, data: 0.020) G_GAN: 4.257 G_L1: 4.042 D_real: 0.173 D_fake: 0.070 +(epoch: 48, iters: 57348, time: 0.307, data: 0.020) G_GAN: 5.051 G_L1: 4.665 D_real: 0.166 D_fake: 0.074 +(epoch: 48, iters: 57448, time: 0.308, data: 0.020) G_GAN: 4.418 G_L1: 3.785 D_real: 0.125 D_fake: 0.050 +(epoch: 48, iters: 57548, time: 0.301, data: 0.019) G_GAN: 3.454 G_L1: 3.296 D_real: 0.000 D_fake: 0.160 +(epoch: 48, iters: 57648, time: 0.406, data: 0.019) G_GAN: 4.546 G_L1: 4.635 D_real: 0.004 D_fake: 0.105 +(epoch: 48, iters: 57748, time: 0.301, data: 0.019) G_GAN: 3.784 G_L1: 7.297 D_real: 0.243 D_fake: 0.038 +(epoch: 48, iters: 57848, time: 0.304, data: 0.020) G_GAN: 3.990 G_L1: 4.860 D_real: 0.079 D_fake: 0.067 +(epoch: 48, iters: 57948, time: 0.293, data: 0.020) G_GAN: 5.695 G_L1: 3.204 D_real: 0.061 D_fake: 0.092 +(epoch: 48, iters: 58048, time: 0.405, data: 0.020) G_GAN: 5.529 G_L1: 4.571 D_real: 0.001 D_fake: 0.121 +(epoch: 48, iters: 58148, time: 0.299, data: 0.019) G_GAN: 3.908 G_L1: 3.287 D_real: 0.075 D_fake: 0.091 +(epoch: 48, iters: 58248, time: 0.293, data: 0.023) G_GAN: 4.634 G_L1: 5.951 D_real: 0.003 D_fake: 0.047 +(epoch: 48, iters: 58348, time: 0.306, data: 0.019) G_GAN: 5.511 G_L1: 4.829 D_real: 0.098 D_fake: 0.024 +(epoch: 48, iters: 58448, time: 0.424, data: 0.019) G_GAN: 5.963 G_L1: 3.289 D_real: 0.058 D_fake: 0.007 +(epoch: 48, iters: 58548, time: 0.303, data: 0.022) G_GAN: 3.025 G_L1: 2.478 D_real: 0.290 D_fake: 0.105 +(epoch: 48, iters: 58648, time: 0.294, data: 0.018) G_GAN: 3.733 G_L1: 3.205 D_real: 0.099 D_fake: 0.070 +(epoch: 48, iters: 58748, time: 0.302, data: 0.018) G_GAN: 3.833 G_L1: 2.875 D_real: 0.005 D_fake: 0.090 +(epoch: 48, iters: 58848, time: 0.392, data: 0.018) G_GAN: 6.480 G_L1: 2.896 D_real: 0.011 D_fake: 0.273 +(epoch: 48, iters: 58948, time: 0.303, data: 0.019) G_GAN: 7.528 G_L1: 5.245 D_real: 0.099 D_fake: 0.801 +(epoch: 48, iters: 59048, time: 0.303, data: 0.017) G_GAN: 4.377 G_L1: 4.827 D_real: 0.073 D_fake: 0.105 +(epoch: 48, iters: 59148, time: 0.294, data: 0.020) G_GAN: 5.648 G_L1: 3.517 D_real: 0.027 D_fake: 0.069 +(epoch: 48, iters: 59248, time: 0.589, data: 0.022) G_GAN: 5.143 G_L1: 7.803 D_real: 0.013 D_fake: 0.478 +(epoch: 48, iters: 59348, time: 0.289, data: 0.019) G_GAN: 5.132 G_L1: 3.971 D_real: 0.076 D_fake: 0.034 +(epoch: 48, iters: 59448, time: 0.303, data: 0.017) G_GAN: 4.051 G_L1: 5.000 D_real: 0.007 D_fake: 0.065 +(epoch: 48, iters: 59548, time: 0.305, data: 0.030) G_GAN: 5.934 G_L1: 5.905 D_real: 0.028 D_fake: 0.043 +(epoch: 48, iters: 59648, time: 0.429, data: 0.019) G_GAN: 5.104 G_L1: 4.503 D_real: 0.012 D_fake: 0.021 +(epoch: 48, iters: 59748, time: 0.302, data: 0.018) G_GAN: 7.306 G_L1: 8.225 D_real: 0.033 D_fake: 0.004 +(epoch: 48, iters: 59848, time: 0.303, data: 0.019) G_GAN: 6.766 G_L1: 4.793 D_real: 0.026 D_fake: 0.066 +(epoch: 48, iters: 59948, time: 0.291, data: 0.019) G_GAN: 4.030 G_L1: 3.227 D_real: 0.039 D_fake: 0.040 +(epoch: 49, iters: 32, time: 0.530, data: 0.019) G_GAN: 3.834 G_L1: 2.739 D_real: 0.063 D_fake: 0.325 +(epoch: 49, iters: 132, time: 0.297, data: 0.022) G_GAN: 3.929 G_L1: 3.813 D_real: 0.031 D_fake: 0.045 +(epoch: 49, iters: 232, time: 0.300, data: 0.020) G_GAN: 6.630 G_L1: 3.510 D_real: 0.394 D_fake: 0.003 +(epoch: 49, iters: 332, time: 0.299, data: 0.021) G_GAN: 4.592 G_L1: 3.121 D_real: 0.116 D_fake: 0.039 +(epoch: 49, iters: 432, time: 0.427, data: 0.020) G_GAN: 4.354 G_L1: 5.282 D_real: 0.040 D_fake: 0.219 +(epoch: 49, iters: 532, time: 0.286, data: 0.019) G_GAN: 4.367 G_L1: 3.615 D_real: 0.303 D_fake: 0.060 +(epoch: 49, iters: 632, time: 0.295, data: 0.019) G_GAN: 3.551 G_L1: 3.749 D_real: 0.154 D_fake: 0.059 +(epoch: 49, iters: 732, time: 0.290, data: 0.018) G_GAN: 4.070 G_L1: 3.906 D_real: 0.020 D_fake: 0.101 +(epoch: 49, iters: 832, time: 0.425, data: 0.018) G_GAN: 4.661 G_L1: 4.006 D_real: 0.026 D_fake: 0.167 +(epoch: 49, iters: 932, time: 0.285, data: 0.023) G_GAN: 3.414 G_L1: 4.821 D_real: 0.035 D_fake: 0.140 +(epoch: 49, iters: 1032, time: 0.297, data: 0.017) G_GAN: 3.866 G_L1: 5.073 D_real: 0.188 D_fake: 0.128 +(epoch: 49, iters: 1132, time: 0.295, data: 0.019) G_GAN: 3.729 G_L1: 4.136 D_real: 0.200 D_fake: 0.048 +(epoch: 49, iters: 1232, time: 0.583, data: 0.020) G_GAN: 3.505 G_L1: 4.167 D_real: 0.019 D_fake: 0.188 +(epoch: 49, iters: 1332, time: 0.295, data: 0.019) G_GAN: 4.179 G_L1: 3.553 D_real: 0.016 D_fake: 0.151 +(epoch: 49, iters: 1432, time: 0.302, data: 0.019) G_GAN: 3.798 G_L1: 3.143 D_real: 0.053 D_fake: 0.235 +(epoch: 49, iters: 1532, time: 0.305, data: 0.019) G_GAN: 4.130 G_L1: 3.168 D_real: 0.614 D_fake: 0.010 +(epoch: 49, iters: 1632, time: 0.416, data: 0.019) G_GAN: 3.994 G_L1: 3.476 D_real: 0.103 D_fake: 0.051 +(epoch: 49, iters: 1732, time: 0.297, data: 0.019) G_GAN: 5.469 G_L1: 4.236 D_real: 0.023 D_fake: 0.046 +(epoch: 49, iters: 1832, time: 0.296, data: 0.019) G_GAN: 4.946 G_L1: 3.470 D_real: 0.188 D_fake: 0.014 +(epoch: 49, iters: 1932, time: 0.302, data: 0.018) G_GAN: 5.165 G_L1: 5.447 D_real: 0.036 D_fake: 0.020 +(epoch: 49, iters: 2032, time: 0.393, data: 0.019) G_GAN: 6.019 G_L1: 6.352 D_real: 0.086 D_fake: 0.015 +(epoch: 49, iters: 2132, time: 0.306, data: 0.017) G_GAN: 4.272 G_L1: 3.068 D_real: 0.011 D_fake: 0.083 +(epoch: 49, iters: 2232, time: 0.302, data: 0.020) G_GAN: 5.088 G_L1: 4.765 D_real: 0.009 D_fake: 0.089 +(epoch: 49, iters: 2332, time: 0.293, data: 0.020) G_GAN: 3.994 G_L1: 5.261 D_real: 0.040 D_fake: 0.071 +(epoch: 49, iters: 2432, time: 0.415, data: 0.018) G_GAN: 5.920 G_L1: 5.112 D_real: 0.399 D_fake: 0.027 +(epoch: 49, iters: 2532, time: 0.271, data: 0.018) G_GAN: 5.284 G_L1: 3.991 D_real: 0.001 D_fake: 0.073 +(epoch: 49, iters: 2632, time: 0.303, data: 0.017) G_GAN: 4.751 G_L1: 4.321 D_real: 0.035 D_fake: 0.042 +(epoch: 49, iters: 2732, time: 0.293, data: 0.018) G_GAN: 7.814 G_L1: 5.359 D_real: 0.254 D_fake: 0.003 +(epoch: 49, iters: 2832, time: 0.410, data: 0.019) G_GAN: 3.966 G_L1: 5.010 D_real: 0.106 D_fake: 0.063 +(epoch: 49, iters: 2932, time: 0.288, data: 0.021) G_GAN: 5.492 G_L1: 4.576 D_real: 0.105 D_fake: 0.019 +(epoch: 49, iters: 3032, time: 0.299, data: 0.018) G_GAN: 7.181 G_L1: 5.344 D_real: 0.104 D_fake: 0.002 +(epoch: 49, iters: 3132, time: 0.295, data: 0.019) G_GAN: 5.605 G_L1: 5.472 D_real: 0.001 D_fake: 0.021 +(epoch: 49, iters: 3232, time: 0.554, data: 0.018) G_GAN: 5.470 G_L1: 11.387 D_real: 0.008 D_fake: 0.019 +(epoch: 49, iters: 3332, time: 0.303, data: 0.016) G_GAN: 4.941 G_L1: 3.389 D_real: 0.001 D_fake: 0.060 +(epoch: 49, iters: 3432, time: 0.279, data: 0.016) G_GAN: 3.636 G_L1: 4.029 D_real: 0.000 D_fake: 0.100 +(epoch: 49, iters: 3532, time: 0.244, data: 0.017) G_GAN: 4.444 G_L1: 5.147 D_real: 0.000 D_fake: 0.050 +(epoch: 49, iters: 3632, time: 0.418, data: 0.013) G_GAN: 4.788 G_L1: 5.028 D_real: 0.000 D_fake: 0.030 +(epoch: 49, iters: 3732, time: 0.300, data: 0.018) G_GAN: 3.360 G_L1: 5.782 D_real: 0.000 D_fake: 0.040 +(epoch: 49, iters: 3832, time: 0.300, data: 0.019) G_GAN: 4.832 G_L1: 4.044 D_real: 0.000 D_fake: 0.060 +(epoch: 49, iters: 3932, time: 0.294, data: 0.019) G_GAN: 5.647 G_L1: 5.655 D_real: 0.000 D_fake: 0.025 +(epoch: 49, iters: 4032, time: 0.397, data: 0.017) G_GAN: 5.099 G_L1: 4.514 D_real: 0.003 D_fake: 0.019 +(epoch: 49, iters: 4132, time: 0.283, data: 0.019) G_GAN: 4.348 G_L1: 4.684 D_real: 0.002 D_fake: 0.087 +(epoch: 49, iters: 4232, time: 0.298, data: 0.015) G_GAN: 5.113 G_L1: 9.455 D_real: 0.000 D_fake: 0.057 +(epoch: 49, iters: 4332, time: 0.294, data: 0.018) G_GAN: 3.673 G_L1: 3.802 D_real: 0.000 D_fake: 0.081 +(epoch: 49, iters: 4432, time: 0.384, data: 0.017) G_GAN: 3.706 G_L1: 3.934 D_real: 0.000 D_fake: 0.052 +(epoch: 49, iters: 4532, time: 0.296, data: 0.017) G_GAN: 4.195 G_L1: 3.638 D_real: 0.001 D_fake: 0.063 +(epoch: 49, iters: 4632, time: 0.295, data: 0.017) G_GAN: 4.804 G_L1: 5.482 D_real: 0.000 D_fake: 0.162 +(epoch: 49, iters: 4732, time: 0.282, data: 0.016) G_GAN: 2.957 G_L1: 5.256 D_real: 0.000 D_fake: 0.173 +(epoch: 49, iters: 4832, time: 0.406, data: 0.015) G_GAN: 3.205 G_L1: 4.967 D_real: 0.000 D_fake: 0.044 +(epoch: 49, iters: 4932, time: 0.288, data: 0.018) G_GAN: 3.683 G_L1: 4.995 D_real: 0.000 D_fake: 0.139 +(epoch: 49, iters: 5032, time: 0.289, data: 0.016) G_GAN: 3.351 G_L1: 9.153 D_real: 0.024 D_fake: 0.107 +(epoch: 49, iters: 5132, time: 0.295, data: 0.016) G_GAN: 3.967 G_L1: 5.075 D_real: 0.004 D_fake: 0.078 +(epoch: 49, iters: 5232, time: 0.585, data: 0.016) G_GAN: 4.096 G_L1: 7.481 D_real: 0.000 D_fake: 0.094 +(epoch: 49, iters: 5332, time: 0.297, data: 0.016) G_GAN: 3.437 G_L1: 4.664 D_real: 0.000 D_fake: 0.505 +(epoch: 49, iters: 5432, time: 0.273, data: 0.018) G_GAN: 1.936 G_L1: 4.107 D_real: 0.000 D_fake: 0.526 +(epoch: 49, iters: 5532, time: 0.286, data: 0.015) G_GAN: 3.155 G_L1: 4.563 D_real: 0.000 D_fake: 0.186 +(epoch: 49, iters: 5632, time: 0.416, data: 0.016) G_GAN: 1.939 G_L1: 4.077 D_real: 0.000 D_fake: 0.101 +(epoch: 49, iters: 5732, time: 0.293, data: 0.018) G_GAN: 4.954 G_L1: 4.736 D_real: 0.015 D_fake: 0.237 +(epoch: 49, iters: 5832, time: 0.287, data: 0.020) G_GAN: 3.167 G_L1: 4.185 D_real: 0.000 D_fake: 0.083 +(epoch: 49, iters: 5932, time: 0.286, data: 0.015) G_GAN: 2.560 G_L1: 3.851 D_real: 0.000 D_fake: 0.087 +(epoch: 49, iters: 6032, time: 0.389, data: 0.015) G_GAN: 2.493 G_L1: 4.158 D_real: 0.004 D_fake: 0.563 +(epoch: 49, iters: 6132, time: 0.293, data: 0.017) G_GAN: 2.227 G_L1: 4.900 D_real: 0.000 D_fake: 0.412 +(epoch: 49, iters: 6232, time: 0.296, data: 0.018) G_GAN: 2.579 G_L1: 4.342 D_real: 0.001 D_fake: 0.204 +(epoch: 49, iters: 6332, time: 0.292, data: 0.019) G_GAN: 3.136 G_L1: 3.512 D_real: 0.000 D_fake: 0.166 +(epoch: 49, iters: 6432, time: 0.413, data: 0.017) G_GAN: 3.311 G_L1: 5.773 D_real: 0.000 D_fake: 0.295 +(epoch: 49, iters: 6532, time: 0.292, data: 0.019) G_GAN: 3.039 G_L1: 6.674 D_real: 0.000 D_fake: 0.171 +(epoch: 49, iters: 6632, time: 0.294, data: 0.015) G_GAN: 1.083 G_L1: 7.249 D_real: 0.001 D_fake: 0.125 +(epoch: 49, iters: 6732, time: 0.293, data: 0.016) G_GAN: 3.579 G_L1: 5.219 D_real: 0.000 D_fake: 0.156 +(epoch: 49, iters: 6832, time: 0.412, data: 0.017) G_GAN: 3.551 G_L1: 5.884 D_real: 0.004 D_fake: 0.142 +(epoch: 49, iters: 6932, time: 0.292, data: 0.018) G_GAN: 1.920 G_L1: 3.972 D_real: 0.000 D_fake: 0.259 +(epoch: 49, iters: 7032, time: 0.295, data: 0.018) G_GAN: 4.109 G_L1: 5.399 D_real: 0.000 D_fake: 0.408 +(epoch: 49, iters: 7132, time: 0.292, data: 0.018) G_GAN: 4.160 G_L1: 6.327 D_real: 0.000 D_fake: 0.107 +(epoch: 49, iters: 7232, time: 0.559, data: 0.018) G_GAN: 3.080 G_L1: 4.331 D_real: 0.000 D_fake: 0.086 +(epoch: 49, iters: 7332, time: 0.286, data: 0.016) G_GAN: 2.546 G_L1: 4.684 D_real: 0.000 D_fake: 0.179 +(epoch: 49, iters: 7432, time: 0.288, data: 0.016) G_GAN: 4.104 G_L1: 4.061 D_real: 0.000 D_fake: 0.200 +(epoch: 49, iters: 7532, time: 0.291, data: 0.017) G_GAN: 4.355 G_L1: 6.224 D_real: 0.000 D_fake: 0.031 +(epoch: 49, iters: 7632, time: 0.397, data: 0.019) G_GAN: 4.528 G_L1: 6.492 D_real: 0.001 D_fake: 0.060 +(epoch: 49, iters: 7732, time: 0.291, data: 0.019) G_GAN: 2.641 G_L1: 4.755 D_real: 0.001 D_fake: 0.281 +(epoch: 49, iters: 7832, time: 0.290, data: 0.019) G_GAN: 1.667 G_L1: 3.362 D_real: 0.001 D_fake: 0.458 +(epoch: 49, iters: 7932, time: 0.280, data: 0.018) G_GAN: 2.429 G_L1: 5.217 D_real: 0.000 D_fake: 0.338 +(epoch: 49, iters: 8032, time: 0.366, data: 0.014) G_GAN: 2.757 G_L1: 3.959 D_real: 0.000 D_fake: 0.520 +(epoch: 49, iters: 8132, time: 0.291, data: 0.017) G_GAN: 4.136 G_L1: 6.618 D_real: 0.000 D_fake: 0.215 +(epoch: 49, iters: 8232, time: 0.289, data: 0.017) G_GAN: 3.321 G_L1: 4.340 D_real: 0.000 D_fake: 0.127 +(epoch: 49, iters: 8332, time: 0.298, data: 0.017) G_GAN: 1.574 G_L1: 4.323 D_real: 0.000 D_fake: 0.347 +(epoch: 49, iters: 8432, time: 0.380, data: 0.017) G_GAN: 2.963 G_L1: 6.712 D_real: 0.003 D_fake: 0.513 +(epoch: 49, iters: 8532, time: 0.286, data: 0.015) G_GAN: 2.734 G_L1: 4.366 D_real: 0.000 D_fake: 0.206 +(epoch: 49, iters: 8632, time: 0.293, data: 0.016) G_GAN: 2.114 G_L1: 3.528 D_real: 0.001 D_fake: 0.215 +(epoch: 49, iters: 8732, time: 0.276, data: 0.020) G_GAN: 2.614 G_L1: 5.526 D_real: 0.000 D_fake: 0.507 +(epoch: 49, iters: 8832, time: 0.413, data: 0.016) G_GAN: 3.071 G_L1: 5.059 D_real: 0.000 D_fake: 0.122 +(epoch: 49, iters: 8932, time: 0.297, data: 0.018) G_GAN: 2.565 G_L1: 3.823 D_real: 0.006 D_fake: 0.184 +(epoch: 49, iters: 9032, time: 0.285, data: 0.018) G_GAN: 3.361 G_L1: 4.944 D_real: 0.000 D_fake: 0.205 +(epoch: 49, iters: 9132, time: 0.288, data: 0.017) G_GAN: 4.014 G_L1: 3.207 D_real: 0.000 D_fake: 0.066 +(epoch: 49, iters: 9232, time: 0.577, data: 0.017) G_GAN: 2.909 G_L1: 5.295 D_real: 0.000 D_fake: 0.454 +(epoch: 49, iters: 9332, time: 0.301, data: 0.019) G_GAN: 2.421 G_L1: 5.092 D_real: 0.000 D_fake: 0.158 +(epoch: 49, iters: 9432, time: 0.302, data: 0.018) G_GAN: 1.990 G_L1: 6.782 D_real: 0.000 D_fake: 0.261 +(epoch: 49, iters: 9532, time: 0.296, data: 0.019) G_GAN: 1.332 G_L1: 3.731 D_real: 0.000 D_fake: 0.752 +(epoch: 49, iters: 9632, time: 0.411, data: 0.019) G_GAN: 3.712 G_L1: 4.594 D_real: 0.000 D_fake: 0.065 +(epoch: 49, iters: 9732, time: 0.298, data: 0.020) G_GAN: 3.603 G_L1: 4.554 D_real: 0.000 D_fake: 0.083 +(epoch: 49, iters: 9832, time: 0.304, data: 0.019) G_GAN: 2.381 G_L1: 4.036 D_real: 0.000 D_fake: 0.545 +(epoch: 49, iters: 9932, time: 0.294, data: 0.022) G_GAN: 2.651 G_L1: 4.416 D_real: 0.000 D_fake: 0.271 +(epoch: 49, iters: 10032, time: 0.402, data: 0.017) G_GAN: 2.181 G_L1: 5.441 D_real: 0.000 D_fake: 0.224 +(epoch: 49, iters: 10132, time: 0.299, data: 0.021) G_GAN: 1.935 G_L1: 4.414 D_real: 0.000 D_fake: 0.379 +(epoch: 49, iters: 10232, time: 0.300, data: 0.018) G_GAN: 1.953 G_L1: 3.680 D_real: 0.000 D_fake: 0.756 +(epoch: 49, iters: 10332, time: 0.285, data: 0.018) G_GAN: 3.114 G_L1: 4.463 D_real: 0.000 D_fake: 0.202 +(epoch: 49, iters: 10432, time: 0.389, data: 0.016) G_GAN: 2.746 G_L1: 3.539 D_real: 0.002 D_fake: 0.186 +(epoch: 49, iters: 10532, time: 0.306, data: 0.017) G_GAN: 2.237 G_L1: 4.451 D_real: 0.001 D_fake: 0.402 +(epoch: 49, iters: 10632, time: 0.297, data: 0.018) G_GAN: 2.943 G_L1: 5.784 D_real: 0.000 D_fake: 1.009 +(epoch: 49, iters: 10732, time: 0.295, data: 0.020) G_GAN: 2.203 G_L1: 4.165 D_real: 0.001 D_fake: 0.557 +(epoch: 49, iters: 10832, time: 0.423, data: 0.022) G_GAN: 2.863 G_L1: 7.181 D_real: 0.000 D_fake: 0.236 +(epoch: 49, iters: 10932, time: 0.289, data: 0.019) G_GAN: 2.020 G_L1: 4.144 D_real: 0.009 D_fake: 0.358 +(epoch: 49, iters: 11032, time: 0.284, data: 0.017) G_GAN: 2.378 G_L1: 4.669 D_real: 0.000 D_fake: 0.275 +(epoch: 49, iters: 11132, time: 0.295, data: 0.016) G_GAN: 2.580 G_L1: 4.448 D_real: 0.000 D_fake: 0.366 +(epoch: 49, iters: 11232, time: 0.552, data: 0.019) G_GAN: 4.214 G_L1: 4.855 D_real: 0.000 D_fake: 0.062 +(epoch: 49, iters: 11332, time: 0.304, data: 0.018) G_GAN: 2.627 G_L1: 4.718 D_real: 0.001 D_fake: 0.100 +(epoch: 49, iters: 11432, time: 0.298, data: 0.017) G_GAN: 2.689 G_L1: 4.246 D_real: 0.000 D_fake: 0.256 +(epoch: 49, iters: 11532, time: 0.294, data: 0.018) G_GAN: 2.265 G_L1: 4.645 D_real: 0.016 D_fake: 0.197 +(epoch: 49, iters: 11632, time: 0.414, data: 0.018) G_GAN: 2.764 G_L1: 5.011 D_real: 0.000 D_fake: 0.283 +(epoch: 49, iters: 11732, time: 0.290, data: 0.018) G_GAN: 3.170 G_L1: 4.842 D_real: 0.000 D_fake: 0.518 +(epoch: 49, iters: 11832, time: 0.291, data: 0.016) G_GAN: 2.434 G_L1: 5.442 D_real: 0.047 D_fake: 0.239 +(epoch: 49, iters: 11932, time: 0.295, data: 0.016) G_GAN: 3.242 G_L1: 7.574 D_real: 0.000 D_fake: 0.240 +(epoch: 49, iters: 12032, time: 0.404, data: 0.019) G_GAN: 2.690 G_L1: 4.625 D_real: 0.000 D_fake: 0.153 +(epoch: 49, iters: 12132, time: 0.304, data: 0.016) G_GAN: 2.735 G_L1: 5.257 D_real: 0.000 D_fake: 0.245 +(epoch: 49, iters: 12232, time: 0.298, data: 0.019) G_GAN: 2.343 G_L1: 6.654 D_real: 0.000 D_fake: 0.626 +(epoch: 49, iters: 12332, time: 0.299, data: 0.019) G_GAN: 3.032 G_L1: 4.837 D_real: 0.000 D_fake: 1.090 +(epoch: 49, iters: 12432, time: 0.410, data: 0.019) G_GAN: 2.848 G_L1: 5.534 D_real: 0.000 D_fake: 0.615 +(epoch: 49, iters: 12532, time: 0.300, data: 0.019) G_GAN: 2.463 G_L1: 3.924 D_real: 0.000 D_fake: 0.216 +(epoch: 49, iters: 12632, time: 0.284, data: 0.018) G_GAN: 1.688 G_L1: 4.363 D_real: 0.000 D_fake: 0.266 +(epoch: 49, iters: 12732, time: 0.278, data: 0.016) G_GAN: 1.697 G_L1: 4.024 D_real: 0.000 D_fake: 0.387 +(epoch: 49, iters: 12832, time: 0.407, data: 0.015) G_GAN: 3.104 G_L1: 4.671 D_real: 0.000 D_fake: 0.298 +(epoch: 49, iters: 12932, time: 0.298, data: 0.018) G_GAN: 2.224 G_L1: 3.969 D_real: 0.003 D_fake: 0.213 +(epoch: 49, iters: 13032, time: 0.300, data: 0.017) G_GAN: 1.616 G_L1: 4.182 D_real: 0.000 D_fake: 0.496 +(epoch: 49, iters: 13132, time: 0.301, data: 0.019) G_GAN: 3.654 G_L1: 5.163 D_real: 0.000 D_fake: 0.088 +(epoch: 49, iters: 13232, time: 0.578, data: 0.017) G_GAN: 3.862 G_L1: 6.407 D_real: 0.000 D_fake: 0.080 +(epoch: 49, iters: 13332, time: 0.297, data: 0.017) G_GAN: 2.763 G_L1: 6.149 D_real: 0.000 D_fake: 1.443 +(epoch: 49, iters: 13432, time: 0.298, data: 0.019) G_GAN: 2.018 G_L1: 4.709 D_real: 0.000 D_fake: 0.230 +(epoch: 49, iters: 13532, time: 0.301, data: 0.020) G_GAN: 2.896 G_L1: 6.985 D_real: 0.000 D_fake: 0.242 +(epoch: 49, iters: 13632, time: 0.414, data: 0.020) G_GAN: 3.184 G_L1: 4.194 D_real: 0.001 D_fake: 0.242 +(epoch: 49, iters: 13732, time: 0.292, data: 0.020) G_GAN: 1.931 G_L1: 4.982 D_real: 0.000 D_fake: 0.456 +(epoch: 49, iters: 13832, time: 0.282, data: 0.018) G_GAN: 1.869 G_L1: 4.331 D_real: 0.000 D_fake: 0.463 +(epoch: 49, iters: 13932, time: 0.296, data: 0.017) G_GAN: 3.094 G_L1: 5.299 D_real: 0.000 D_fake: 0.187 +(epoch: 49, iters: 14032, time: 0.424, data: 0.018) G_GAN: 2.877 G_L1: 4.774 D_real: 0.000 D_fake: 0.119 +(epoch: 49, iters: 14132, time: 0.294, data: 0.018) G_GAN: 4.137 G_L1: 4.416 D_real: 0.001 D_fake: 0.088 +(epoch: 49, iters: 14232, time: 0.296, data: 0.017) G_GAN: 3.949 G_L1: 2.660 D_real: 0.025 D_fake: 0.109 +(epoch: 49, iters: 14332, time: 0.304, data: 0.018) G_GAN: 3.206 G_L1: 2.935 D_real: 0.032 D_fake: 0.142 +(epoch: 49, iters: 14432, time: 0.416, data: 0.018) G_GAN: 2.877 G_L1: 3.020 D_real: 0.130 D_fake: 0.190 +(epoch: 49, iters: 14532, time: 0.292, data: 0.018) G_GAN: 3.625 G_L1: 4.048 D_real: 0.331 D_fake: 0.287 +(epoch: 49, iters: 14632, time: 0.299, data: 0.017) G_GAN: 3.655 G_L1: 5.280 D_real: 0.221 D_fake: 0.031 +(epoch: 49, iters: 14732, time: 0.279, data: 0.017) G_GAN: 3.375 G_L1: 4.227 D_real: 0.003 D_fake: 0.317 +(epoch: 49, iters: 14832, time: 0.408, data: 0.015) G_GAN: 4.030 G_L1: 3.463 D_real: 0.034 D_fake: 0.076 +(epoch: 49, iters: 14932, time: 0.298, data: 0.018) G_GAN: 3.454 G_L1: 3.966 D_real: 0.108 D_fake: 0.129 +(epoch: 49, iters: 15032, time: 0.295, data: 0.018) G_GAN: 4.839 G_L1: 3.821 D_real: 0.108 D_fake: 0.044 +(epoch: 49, iters: 15132, time: 0.298, data: 0.016) G_GAN: 4.970 G_L1: 3.745 D_real: 0.511 D_fake: 0.005 +(epoch: 49, iters: 15232, time: 0.568, data: 0.017) G_GAN: 2.627 G_L1: 3.519 D_real: 1.063 D_fake: 0.047 +(epoch: 49, iters: 15332, time: 0.304, data: 0.017) G_GAN: 4.195 G_L1: 4.997 D_real: 0.177 D_fake: 0.047 +(epoch: 49, iters: 15432, time: 0.299, data: 0.017) G_GAN: 3.005 G_L1: 5.691 D_real: 0.111 D_fake: 0.172 +(epoch: 49, iters: 15532, time: 0.295, data: 0.019) G_GAN: 4.541 G_L1: 3.833 D_real: 0.033 D_fake: 0.037 +(epoch: 49, iters: 15632, time: 0.411, data: 0.017) G_GAN: 3.240 G_L1: 3.925 D_real: 0.191 D_fake: 0.080 +(epoch: 49, iters: 15732, time: 0.298, data: 0.018) G_GAN: 4.148 G_L1: 3.097 D_real: 0.005 D_fake: 0.281 +(epoch: 49, iters: 15832, time: 0.304, data: 0.018) G_GAN: 3.205 G_L1: 2.030 D_real: 0.016 D_fake: 0.557 +(epoch: 49, iters: 15932, time: 0.295, data: 0.017) G_GAN: 7.658 G_L1: 4.206 D_real: 0.051 D_fake: 0.011 +(epoch: 49, iters: 16032, time: 0.408, data: 0.018) G_GAN: 4.891 G_L1: 3.800 D_real: 0.132 D_fake: 0.090 +(epoch: 49, iters: 16132, time: 0.301, data: 0.017) G_GAN: 4.772 G_L1: 3.479 D_real: 0.063 D_fake: 0.057 +(epoch: 49, iters: 16232, time: 0.286, data: 0.019) G_GAN: 4.393 G_L1: 3.175 D_real: 0.046 D_fake: 0.031 +(epoch: 49, iters: 16332, time: 0.295, data: 0.017) G_GAN: 4.399 G_L1: 2.651 D_real: 0.027 D_fake: 0.074 +(epoch: 49, iters: 16432, time: 0.422, data: 0.018) G_GAN: 4.282 G_L1: 4.757 D_real: 0.418 D_fake: 0.092 +(epoch: 49, iters: 16532, time: 0.292, data: 0.019) G_GAN: 3.838 G_L1: 3.423 D_real: 0.105 D_fake: 0.083 +(epoch: 49, iters: 16632, time: 0.298, data: 0.016) G_GAN: 5.267 G_L1: 4.806 D_real: 0.324 D_fake: 0.017 +(epoch: 49, iters: 16732, time: 0.291, data: 0.017) G_GAN: 3.760 G_L1: 4.478 D_real: 0.397 D_fake: 0.062 +(epoch: 49, iters: 16832, time: 0.418, data: 0.017) G_GAN: 4.689 G_L1: 4.255 D_real: 0.004 D_fake: 0.032 +(epoch: 49, iters: 16932, time: 0.302, data: 0.018) G_GAN: 4.239 G_L1: 2.845 D_real: 0.063 D_fake: 0.043 +(epoch: 49, iters: 17032, time: 0.284, data: 0.018) G_GAN: 2.665 G_L1: 3.032 D_real: 0.208 D_fake: 0.189 +(epoch: 49, iters: 17132, time: 0.298, data: 0.016) G_GAN: 6.078 G_L1: 5.970 D_real: 0.010 D_fake: 0.015 +(epoch: 49, iters: 17232, time: 0.586, data: 0.019) G_GAN: 4.562 G_L1: 2.865 D_real: 0.068 D_fake: 0.055 +(epoch: 49, iters: 17332, time: 0.303, data: 0.018) G_GAN: 5.546 G_L1: 3.355 D_real: 0.395 D_fake: 0.005 +(epoch: 49, iters: 17432, time: 0.304, data: 0.019) G_GAN: 3.149 G_L1: 4.739 D_real: 0.023 D_fake: 0.137 +(epoch: 49, iters: 17532, time: 0.288, data: 0.019) G_GAN: 4.654 G_L1: 2.756 D_real: 0.108 D_fake: 0.033 +(epoch: 49, iters: 17632, time: 0.410, data: 0.018) G_GAN: 5.756 G_L1: 4.831 D_real: 0.119 D_fake: 0.017 +(epoch: 49, iters: 17732, time: 0.277, data: 0.019) G_GAN: 3.474 G_L1: 5.271 D_real: 0.034 D_fake: 0.114 +(epoch: 49, iters: 17832, time: 0.305, data: 0.019) G_GAN: 2.933 G_L1: 3.568 D_real: 0.079 D_fake: 0.278 +(epoch: 49, iters: 17932, time: 0.297, data: 0.020) G_GAN: 5.003 G_L1: 3.579 D_real: 0.136 D_fake: 0.014 +(epoch: 49, iters: 18032, time: 0.413, data: 0.018) G_GAN: 4.857 G_L1: 7.245 D_real: 0.001 D_fake: 0.021 +(epoch: 49, iters: 18132, time: 0.294, data: 0.018) G_GAN: 3.653 G_L1: 5.093 D_real: 0.006 D_fake: 0.060 +(epoch: 49, iters: 18232, time: 0.291, data: 0.017) G_GAN: 2.414 G_L1: 2.745 D_real: 0.191 D_fake: 0.072 +(epoch: 49, iters: 18332, time: 0.291, data: 0.018) G_GAN: 4.887 G_L1: 3.805 D_real: 0.729 D_fake: 0.008 +(epoch: 49, iters: 18432, time: 0.415, data: 0.017) G_GAN: 4.536 G_L1: 3.947 D_real: 0.065 D_fake: 0.052 +(epoch: 49, iters: 18532, time: 0.287, data: 0.019) G_GAN: 3.069 G_L1: 3.776 D_real: 0.298 D_fake: 0.067 +(epoch: 49, iters: 18632, time: 0.295, data: 0.017) G_GAN: 4.290 G_L1: 4.229 D_real: 0.087 D_fake: 0.034 +(epoch: 49, iters: 18732, time: 0.304, data: 0.018) G_GAN: 3.097 G_L1: 2.861 D_real: 0.372 D_fake: 0.090 +(epoch: 49, iters: 18832, time: 0.407, data: 0.017) G_GAN: 4.303 G_L1: 3.395 D_real: 0.511 D_fake: 0.040 +(epoch: 49, iters: 18932, time: 0.280, data: 0.017) G_GAN: 5.578 G_L1: 4.419 D_real: 0.011 D_fake: 0.016 +(epoch: 49, iters: 19032, time: 0.299, data: 0.017) G_GAN: 4.900 G_L1: 4.142 D_real: 0.217 D_fake: 0.284 +(epoch: 49, iters: 19132, time: 0.291, data: 0.018) G_GAN: 3.877 G_L1: 3.353 D_real: 0.071 D_fake: 0.277 +(epoch: 49, iters: 19232, time: 0.572, data: 0.021) G_GAN: 3.754 G_L1: 3.688 D_real: 0.186 D_fake: 0.045 +(epoch: 49, iters: 19332, time: 0.266, data: 0.018) G_GAN: 4.626 G_L1: 3.643 D_real: 0.134 D_fake: 0.389 +(epoch: 49, iters: 19432, time: 0.299, data: 0.015) G_GAN: 4.151 G_L1: 4.176 D_real: 0.086 D_fake: 0.042 +(epoch: 49, iters: 19532, time: 0.293, data: 0.019) G_GAN: 3.015 G_L1: 5.161 D_real: 0.404 D_fake: 0.092 +(epoch: 49, iters: 19632, time: 0.412, data: 0.017) G_GAN: 3.955 G_L1: 4.013 D_real: 0.025 D_fake: 0.265 +(epoch: 49, iters: 19732, time: 0.300, data: 0.016) G_GAN: 3.264 G_L1: 3.741 D_real: 0.176 D_fake: 0.155 +(epoch: 49, iters: 19832, time: 0.292, data: 0.017) G_GAN: 5.534 G_L1: 5.426 D_real: 0.011 D_fake: 0.093 +(epoch: 49, iters: 19932, time: 0.284, data: 0.017) G_GAN: 3.927 G_L1: 3.383 D_real: 0.035 D_fake: 0.186 +(epoch: 49, iters: 20032, time: 0.407, data: 0.015) G_GAN: 4.826 G_L1: 3.173 D_real: 0.235 D_fake: 0.011 +(epoch: 49, iters: 20132, time: 0.301, data: 0.017) G_GAN: 3.731 G_L1: 3.576 D_real: 0.371 D_fake: 0.051 +(epoch: 49, iters: 20232, time: 0.281, data: 0.018) G_GAN: 4.033 G_L1: 4.765 D_real: 0.150 D_fake: 0.500 +(epoch: 49, iters: 20332, time: 0.287, data: 0.017) G_GAN: 4.623 G_L1: 4.980 D_real: 0.823 D_fake: 0.064 +(epoch: 49, iters: 20432, time: 0.410, data: 0.024) G_GAN: 4.599 G_L1: 7.784 D_real: 0.328 D_fake: 0.015 +(epoch: 49, iters: 20532, time: 0.296, data: 0.017) G_GAN: 5.372 G_L1: 3.179 D_real: 0.004 D_fake: 0.045 +(epoch: 49, iters: 20632, time: 0.292, data: 0.016) G_GAN: 4.876 G_L1: 3.156 D_real: 0.073 D_fake: 0.042 +(epoch: 49, iters: 20732, time: 0.301, data: 0.017) G_GAN: 3.878 G_L1: 3.669 D_real: 0.027 D_fake: 0.052 +(epoch: 49, iters: 20832, time: 0.399, data: 0.020) G_GAN: 7.595 G_L1: 8.270 D_real: 0.196 D_fake: 0.011 +(epoch: 49, iters: 20932, time: 0.296, data: 0.018) G_GAN: 6.631 G_L1: 6.530 D_real: 0.008 D_fake: 0.013 +(epoch: 49, iters: 21032, time: 0.293, data: 0.016) G_GAN: 5.363 G_L1: 4.061 D_real: 0.009 D_fake: 0.030 +(epoch: 49, iters: 21132, time: 0.296, data: 0.019) G_GAN: 5.559 G_L1: 3.613 D_real: 0.106 D_fake: 0.026 +(epoch: 49, iters: 21232, time: 0.585, data: 0.017) G_GAN: 5.492 G_L1: 4.074 D_real: 0.238 D_fake: 0.015 +(epoch: 49, iters: 21332, time: 0.283, data: 0.019) G_GAN: 5.086 G_L1: 4.704 D_real: 0.035 D_fake: 0.047 +(epoch: 49, iters: 21432, time: 0.295, data: 0.017) G_GAN: 5.006 G_L1: 5.118 D_real: 0.006 D_fake: 0.064 +(epoch: 49, iters: 21532, time: 0.288, data: 0.015) G_GAN: 5.838 G_L1: 8.091 D_real: 0.003 D_fake: 0.193 +(epoch: 49, iters: 21632, time: 0.409, data: 0.016) G_GAN: 5.439 G_L1: 4.875 D_real: 0.000 D_fake: 0.033 +(epoch: 49, iters: 21732, time: 0.289, data: 0.017) G_GAN: 3.384 G_L1: 3.685 D_real: 0.598 D_fake: 0.065 +(epoch: 49, iters: 21832, time: 0.296, data: 0.015) G_GAN: 4.940 G_L1: 3.675 D_real: 0.073 D_fake: 0.020 +(epoch: 49, iters: 21932, time: 0.275, data: 0.017) G_GAN: 3.448 G_L1: 4.974 D_real: 1.222 D_fake: 0.014 +(epoch: 49, iters: 22032, time: 0.406, data: 0.016) G_GAN: 3.991 G_L1: 3.369 D_real: 0.065 D_fake: 0.197 +(epoch: 49, iters: 22132, time: 0.291, data: 0.017) G_GAN: 5.672 G_L1: 6.071 D_real: 0.041 D_fake: 0.020 +(epoch: 49, iters: 22232, time: 0.255, data: 0.016) G_GAN: 4.173 G_L1: 4.229 D_real: 0.176 D_fake: 0.041 +(epoch: 49, iters: 22332, time: 0.290, data: 0.014) G_GAN: 4.323 G_L1: 3.656 D_real: 0.022 D_fake: 0.100 +(epoch: 49, iters: 22432, time: 0.401, data: 0.016) G_GAN: 3.755 G_L1: 4.726 D_real: 0.002 D_fake: 0.092 +(epoch: 49, iters: 22532, time: 0.286, data: 0.017) G_GAN: 4.348 G_L1: 5.415 D_real: 0.016 D_fake: 0.036 +(epoch: 49, iters: 22632, time: 0.296, data: 0.015) G_GAN: 5.589 G_L1: 4.502 D_real: 0.001 D_fake: 0.010 +(epoch: 49, iters: 22732, time: 0.273, data: 0.018) G_GAN: 4.529 G_L1: 3.892 D_real: 0.022 D_fake: 0.126 +(epoch: 49, iters: 22832, time: 0.409, data: 0.015) G_GAN: 4.030 G_L1: 3.299 D_real: 0.133 D_fake: 0.033 +(epoch: 49, iters: 22932, time: 0.290, data: 0.019) G_GAN: 4.084 G_L1: 3.747 D_real: 0.162 D_fake: 0.027 +(epoch: 49, iters: 23032, time: 0.297, data: 0.018) G_GAN: 5.444 G_L1: 3.556 D_real: 0.018 D_fake: 0.016 +(epoch: 49, iters: 23132, time: 0.299, data: 0.017) G_GAN: 4.100 G_L1: 4.600 D_real: 0.064 D_fake: 0.130 +(epoch: 49, iters: 23232, time: 0.581, data: 0.017) G_GAN: 4.221 G_L1: 6.208 D_real: 0.001 D_fake: 0.045 +(epoch: 49, iters: 23332, time: 0.270, data: 0.018) G_GAN: 3.664 G_L1: 4.394 D_real: 0.003 D_fake: 0.212 +(epoch: 49, iters: 23432, time: 0.299, data: 0.018) G_GAN: 4.099 G_L1: 5.010 D_real: 0.000 D_fake: 0.108 +(epoch: 49, iters: 23532, time: 0.275, data: 0.018) G_GAN: 4.432 G_L1: 4.081 D_real: 0.000 D_fake: 0.262 +(epoch: 49, iters: 23632, time: 0.401, data: 0.018) G_GAN: 4.117 G_L1: 7.815 D_real: 0.000 D_fake: 0.096 +(epoch: 49, iters: 23732, time: 0.292, data: 0.016) G_GAN: 4.842 G_L1: 4.798 D_real: 0.000 D_fake: 0.083 +(epoch: 49, iters: 23832, time: 0.296, data: 0.018) G_GAN: 5.490 G_L1: 7.032 D_real: 0.001 D_fake: 0.029 +(epoch: 49, iters: 23932, time: 0.286, data: 0.018) G_GAN: 4.568 G_L1: 4.551 D_real: 0.000 D_fake: 0.018 +(epoch: 49, iters: 24032, time: 0.369, data: 0.017) G_GAN: 3.134 G_L1: 4.594 D_real: 0.001 D_fake: 0.426 +(epoch: 49, iters: 24132, time: 0.294, data: 0.016) G_GAN: 6.205 G_L1: 5.283 D_real: 0.000 D_fake: 0.096 +(epoch: 49, iters: 24232, time: 0.296, data: 0.018) G_GAN: 3.188 G_L1: 4.518 D_real: 0.000 D_fake: 0.038 +(epoch: 49, iters: 24332, time: 0.299, data: 0.019) G_GAN: 5.406 G_L1: 4.137 D_real: 0.000 D_fake: 0.015 +(epoch: 49, iters: 24432, time: 0.408, data: 0.020) G_GAN: 4.189 G_L1: 4.449 D_real: 0.000 D_fake: 0.784 +(epoch: 49, iters: 24532, time: 0.272, data: 0.018) G_GAN: 4.457 G_L1: 4.257 D_real: 0.001 D_fake: 0.085 +(epoch: 49, iters: 24632, time: 0.289, data: 0.019) G_GAN: 4.429 G_L1: 6.595 D_real: 0.003 D_fake: 0.049 +(epoch: 49, iters: 24732, time: 0.277, data: 0.017) G_GAN: 2.187 G_L1: 3.820 D_real: 0.004 D_fake: 0.068 +(epoch: 49, iters: 24832, time: 0.422, data: 0.016) G_GAN: 5.083 G_L1: 6.025 D_real: 0.035 D_fake: 0.080 +(epoch: 49, iters: 24932, time: 0.303, data: 0.018) G_GAN: 2.945 G_L1: 3.923 D_real: 0.000 D_fake: 0.108 +(epoch: 49, iters: 25032, time: 0.303, data: 0.017) G_GAN: 4.160 G_L1: 6.607 D_real: 0.001 D_fake: 0.112 +(epoch: 49, iters: 25132, time: 0.298, data: 0.018) G_GAN: 4.452 G_L1: 5.077 D_real: 0.000 D_fake: 0.187 +(epoch: 49, iters: 25232, time: 0.530, data: 0.017) G_GAN: 3.181 G_L1: 3.984 D_real: 0.000 D_fake: 0.180 +(epoch: 49, iters: 25332, time: 0.294, data: 0.019) G_GAN: 2.412 G_L1: 3.009 D_real: 0.000 D_fake: 0.429 +(epoch: 49, iters: 25432, time: 0.297, data: 0.019) G_GAN: 2.463 G_L1: 4.050 D_real: 0.001 D_fake: 0.283 +(epoch: 49, iters: 25532, time: 0.299, data: 0.019) G_GAN: 4.414 G_L1: 3.908 D_real: 0.000 D_fake: 0.111 +(epoch: 49, iters: 25632, time: 0.414, data: 0.019) G_GAN: 4.001 G_L1: 5.744 D_real: 0.000 D_fake: 0.086 +(epoch: 49, iters: 25732, time: 0.301, data: 0.016) G_GAN: 3.742 G_L1: 5.122 D_real: 0.000 D_fake: 0.326 +(epoch: 49, iters: 25832, time: 0.283, data: 0.018) G_GAN: 3.847 G_L1: 8.622 D_real: 0.005 D_fake: 0.277 +(epoch: 49, iters: 25932, time: 0.300, data: 0.016) G_GAN: 2.633 G_L1: 4.321 D_real: 0.002 D_fake: 0.204 +(epoch: 49, iters: 26032, time: 0.388, data: 0.018) G_GAN: 2.400 G_L1: 3.473 D_real: 0.000 D_fake: 0.671 +(epoch: 49, iters: 26132, time: 0.303, data: 0.020) G_GAN: 3.451 G_L1: 5.090 D_real: 0.000 D_fake: 0.151 +(epoch: 49, iters: 26232, time: 0.292, data: 0.019) G_GAN: 3.445 G_L1: 6.531 D_real: 0.002 D_fake: 0.102 +(epoch: 49, iters: 26332, time: 0.303, data: 0.017) G_GAN: 3.574 G_L1: 5.357 D_real: 0.000 D_fake: 0.062 +(epoch: 49, iters: 26432, time: 0.423, data: 0.018) G_GAN: 3.626 G_L1: 6.107 D_real: 0.000 D_fake: 0.184 +(epoch: 49, iters: 26532, time: 0.303, data: 0.019) G_GAN: 3.959 G_L1: 5.280 D_real: 0.001 D_fake: 0.231 +(epoch: 49, iters: 26632, time: 0.305, data: 0.019) G_GAN: 3.434 G_L1: 5.435 D_real: 0.007 D_fake: 0.197 +(epoch: 49, iters: 26732, time: 0.282, data: 0.020) G_GAN: 3.228 G_L1: 3.996 D_real: 0.000 D_fake: 0.284 +(epoch: 49, iters: 26832, time: 0.422, data: 0.016) G_GAN: 4.258 G_L1: 7.295 D_real: 0.000 D_fake: 0.305 +(epoch: 49, iters: 26932, time: 0.288, data: 0.021) G_GAN: 3.801 G_L1: 4.156 D_real: 0.000 D_fake: 0.128 +(epoch: 49, iters: 27032, time: 0.303, data: 0.016) G_GAN: 2.007 G_L1: 4.125 D_real: 0.000 D_fake: 0.217 +(epoch: 49, iters: 27132, time: 0.298, data: 0.018) G_GAN: 4.260 G_L1: 6.612 D_real: 0.004 D_fake: 0.186 +(epoch: 49, iters: 27232, time: 0.594, data: 0.018) G_GAN: 2.611 G_L1: 5.541 D_real: 0.069 D_fake: 0.211 +(epoch: 49, iters: 27332, time: 0.310, data: 0.019) G_GAN: 2.354 G_L1: 4.853 D_real: 0.002 D_fake: 0.528 +(epoch: 49, iters: 27432, time: 0.294, data: 0.020) G_GAN: 3.314 G_L1: 5.934 D_real: 0.006 D_fake: 0.106 +(epoch: 49, iters: 27532, time: 0.300, data: 0.019) G_GAN: 5.778 G_L1: 6.137 D_real: 0.043 D_fake: 0.404 +(epoch: 49, iters: 27632, time: 0.407, data: 0.017) G_GAN: 2.153 G_L1: 3.903 D_real: 0.002 D_fake: 0.487 +(epoch: 49, iters: 27732, time: 0.298, data: 0.017) G_GAN: 1.926 G_L1: 4.730 D_real: 0.000 D_fake: 0.168 +(epoch: 49, iters: 27832, time: 0.299, data: 0.018) G_GAN: 2.888 G_L1: 3.738 D_real: 0.000 D_fake: 0.408 +(epoch: 49, iters: 27932, time: 0.286, data: 0.021) G_GAN: 2.949 G_L1: 4.694 D_real: 0.046 D_fake: 0.124 +(epoch: 49, iters: 28032, time: 0.414, data: 0.018) G_GAN: 2.868 G_L1: 5.526 D_real: 0.000 D_fake: 0.732 +(epoch: 49, iters: 28132, time: 0.303, data: 0.020) G_GAN: 1.992 G_L1: 4.266 D_real: 0.000 D_fake: 0.296 +(epoch: 49, iters: 28232, time: 0.302, data: 0.018) G_GAN: 3.259 G_L1: 4.245 D_real: 0.000 D_fake: 0.183 +(epoch: 49, iters: 28332, time: 0.296, data: 0.019) G_GAN: 3.295 G_L1: 9.339 D_real: 0.000 D_fake: 0.200 +(epoch: 49, iters: 28432, time: 0.397, data: 0.021) G_GAN: 2.239 G_L1: 5.528 D_real: 0.000 D_fake: 0.450 +(epoch: 49, iters: 28532, time: 0.291, data: 0.020) G_GAN: 2.655 G_L1: 4.335 D_real: 0.000 D_fake: 0.596 +(epoch: 49, iters: 28632, time: 0.299, data: 0.018) G_GAN: 3.520 G_L1: 4.849 D_real: 0.006 D_fake: 0.552 +(epoch: 49, iters: 28732, time: 0.306, data: 0.018) G_GAN: 4.228 G_L1: 9.306 D_real: 0.119 D_fake: 0.126 +(epoch: 49, iters: 28832, time: 0.419, data: 0.018) G_GAN: 4.193 G_L1: 4.865 D_real: 0.000 D_fake: 0.037 +(epoch: 49, iters: 28932, time: 0.302, data: 0.022) G_GAN: 2.955 G_L1: 4.771 D_real: 0.001 D_fake: 0.163 +(epoch: 49, iters: 29032, time: 0.308, data: 0.018) G_GAN: 3.056 G_L1: 3.770 D_real: 0.001 D_fake: 0.185 +(epoch: 49, iters: 29132, time: 0.293, data: 0.019) G_GAN: 3.736 G_L1: 5.202 D_real: 0.001 D_fake: 0.227 +(epoch: 49, iters: 29232, time: 0.538, data: 0.018) G_GAN: 3.310 G_L1: 4.033 D_real: 0.005 D_fake: 0.239 +(epoch: 49, iters: 29332, time: 0.289, data: 0.019) G_GAN: 3.996 G_L1: 3.363 D_real: 0.024 D_fake: 0.128 +(epoch: 49, iters: 29432, time: 0.299, data: 0.018) G_GAN: 4.015 G_L1: 8.219 D_real: 0.005 D_fake: 0.063 +(epoch: 49, iters: 29532, time: 0.295, data: 0.018) G_GAN: 3.947 G_L1: 4.692 D_real: 0.000 D_fake: 0.037 +(epoch: 49, iters: 29632, time: 0.381, data: 0.019) G_GAN: 3.659 G_L1: 6.024 D_real: 0.000 D_fake: 0.308 +(epoch: 49, iters: 29732, time: 0.302, data: 0.016) G_GAN: 4.183 G_L1: 16.043 D_real: 0.006 D_fake: 0.065 +(epoch: 49, iters: 29832, time: 0.291, data: 0.021) G_GAN: 2.591 G_L1: 4.157 D_real: 0.000 D_fake: 0.200 +(epoch: 49, iters: 29932, time: 0.301, data: 0.019) G_GAN: 3.869 G_L1: 4.371 D_real: 0.074 D_fake: 0.189 +(epoch: 49, iters: 30032, time: 0.400, data: 0.018) G_GAN: 1.951 G_L1: 2.767 D_real: 0.007 D_fake: 0.368 +(epoch: 49, iters: 30132, time: 0.299, data: 0.019) G_GAN: 3.115 G_L1: 3.688 D_real: 0.017 D_fake: 0.149 +(epoch: 49, iters: 30232, time: 0.298, data: 0.020) G_GAN: 5.209 G_L1: 3.891 D_real: 0.020 D_fake: 0.119 +(epoch: 49, iters: 30332, time: 0.297, data: 0.018) G_GAN: 3.043 G_L1: 4.663 D_real: 0.026 D_fake: 0.120 +(epoch: 49, iters: 30432, time: 0.415, data: 0.018) G_GAN: 3.710 G_L1: 6.676 D_real: 0.019 D_fake: 0.315 +(epoch: 49, iters: 30532, time: 0.305, data: 0.020) G_GAN: 4.233 G_L1: 8.049 D_real: 0.062 D_fake: 0.064 +(epoch: 49, iters: 30632, time: 0.305, data: 0.019) G_GAN: 3.796 G_L1: 4.960 D_real: 0.046 D_fake: 0.139 +(epoch: 49, iters: 30732, time: 0.289, data: 0.020) G_GAN: 4.763 G_L1: 6.695 D_real: 0.198 D_fake: 0.013 +(epoch: 49, iters: 30832, time: 0.410, data: 0.018) G_GAN: 2.803 G_L1: 5.222 D_real: 0.138 D_fake: 0.258 +(epoch: 49, iters: 30932, time: 0.295, data: 0.019) G_GAN: 2.632 G_L1: 4.764 D_real: 0.000 D_fake: 0.292 +(epoch: 49, iters: 31032, time: 0.285, data: 0.020) G_GAN: 2.384 G_L1: 3.944 D_real: 0.113 D_fake: 0.171 +(epoch: 49, iters: 31132, time: 0.294, data: 0.015) G_GAN: 4.545 G_L1: 4.170 D_real: 0.000 D_fake: 0.165 +(epoch: 49, iters: 31232, time: 0.608, data: 0.019) G_GAN: 4.323 G_L1: 8.154 D_real: 0.001 D_fake: 0.110 +(epoch: 49, iters: 31332, time: 0.298, data: 0.020) G_GAN: 3.154 G_L1: 4.497 D_real: 0.093 D_fake: 0.172 +(epoch: 49, iters: 31432, time: 0.300, data: 0.020) G_GAN: 2.745 G_L1: 6.524 D_real: 0.057 D_fake: 0.484 +(epoch: 49, iters: 31532, time: 0.298, data: 0.020) G_GAN: 4.377 G_L1: 3.522 D_real: 0.043 D_fake: 0.087 +(epoch: 49, iters: 31632, time: 0.401, data: 0.019) G_GAN: 4.622 G_L1: 6.441 D_real: 0.170 D_fake: 0.050 +(epoch: 49, iters: 31732, time: 0.290, data: 0.019) G_GAN: 7.534 G_L1: 4.790 D_real: 0.005 D_fake: 0.009 +(epoch: 49, iters: 31832, time: 0.298, data: 0.018) G_GAN: 2.065 G_L1: 3.305 D_real: 0.035 D_fake: 0.566 +(epoch: 49, iters: 31932, time: 0.308, data: 0.018) G_GAN: 2.897 G_L1: 4.621 D_real: 0.038 D_fake: 0.133 +(epoch: 49, iters: 32032, time: 0.411, data: 0.018) G_GAN: 4.771 G_L1: 5.423 D_real: 0.000 D_fake: 0.057 +(epoch: 49, iters: 32132, time: 0.305, data: 0.018) G_GAN: 2.792 G_L1: 3.390 D_real: 0.000 D_fake: 0.139 +(epoch: 49, iters: 32232, time: 0.300, data: 0.020) G_GAN: 4.390 G_L1: 6.225 D_real: 0.003 D_fake: 0.059 +(epoch: 49, iters: 32332, time: 0.298, data: 0.020) G_GAN: 3.629 G_L1: 7.243 D_real: 0.000 D_fake: 0.116 +(epoch: 49, iters: 32432, time: 0.411, data: 0.019) G_GAN: 1.921 G_L1: 4.813 D_real: 0.003 D_fake: 0.702 +(epoch: 49, iters: 32532, time: 0.306, data: 0.022) G_GAN: 3.596 G_L1: 5.015 D_real: 0.000 D_fake: 0.301 +(epoch: 49, iters: 32632, time: 0.298, data: 0.022) G_GAN: 2.349 G_L1: 3.870 D_real: 0.002 D_fake: 0.383 +(epoch: 49, iters: 32732, time: 0.300, data: 0.019) G_GAN: 4.056 G_L1: 5.455 D_real: 0.003 D_fake: 0.307 +(epoch: 49, iters: 32832, time: 0.411, data: 0.018) G_GAN: 2.282 G_L1: 3.442 D_real: 0.000 D_fake: 0.098 +(epoch: 49, iters: 32932, time: 0.305, data: 0.020) G_GAN: 4.867 G_L1: 6.710 D_real: 0.114 D_fake: 0.222 +(epoch: 49, iters: 33032, time: 0.303, data: 0.019) G_GAN: 3.497 G_L1: 5.128 D_real: 0.000 D_fake: 0.183 +(epoch: 49, iters: 33132, time: 0.301, data: 0.021) G_GAN: 3.303 G_L1: 4.518 D_real: 0.003 D_fake: 0.163 +(epoch: 49, iters: 33232, time: 0.559, data: 0.021) G_GAN: 2.660 G_L1: 7.544 D_real: 0.001 D_fake: 0.146 +(epoch: 49, iters: 33332, time: 0.295, data: 0.017) G_GAN: 2.494 G_L1: 3.363 D_real: 0.025 D_fake: 0.156 +(epoch: 49, iters: 33432, time: 0.283, data: 0.020) G_GAN: 2.508 G_L1: 5.911 D_real: 0.002 D_fake: 0.197 +(epoch: 49, iters: 33532, time: 0.303, data: 0.015) G_GAN: 2.971 G_L1: 5.032 D_real: 0.000 D_fake: 0.130 +(epoch: 49, iters: 33632, time: 0.419, data: 0.018) G_GAN: 3.359 G_L1: 4.138 D_real: 0.000 D_fake: 0.127 +(epoch: 49, iters: 33732, time: 0.296, data: 0.019) G_GAN: 2.714 G_L1: 4.911 D_real: 0.005 D_fake: 0.205 +(epoch: 49, iters: 33832, time: 0.305, data: 0.018) G_GAN: 1.710 G_L1: 3.966 D_real: 0.000 D_fake: 1.128 +(epoch: 49, iters: 33932, time: 0.304, data: 0.021) G_GAN: 2.387 G_L1: 6.117 D_real: 0.000 D_fake: 0.361 +(epoch: 49, iters: 34032, time: 0.417, data: 0.018) G_GAN: 3.111 G_L1: 4.030 D_real: 0.001 D_fake: 0.099 +(epoch: 49, iters: 34132, time: 0.295, data: 0.019) G_GAN: 4.354 G_L1: 6.075 D_real: 0.012 D_fake: 0.134 +(epoch: 49, iters: 34232, time: 0.302, data: 0.017) G_GAN: 2.532 G_L1: 4.268 D_real: 0.000 D_fake: 0.130 +(epoch: 49, iters: 34332, time: 0.303, data: 0.019) G_GAN: 3.634 G_L1: 7.788 D_real: 0.004 D_fake: 0.268 +(epoch: 49, iters: 34432, time: 0.390, data: 0.017) G_GAN: 4.054 G_L1: 4.205 D_real: 0.001 D_fake: 0.220 +(epoch: 49, iters: 34532, time: 0.285, data: 0.016) G_GAN: 4.321 G_L1: 5.275 D_real: 0.000 D_fake: 0.050 +(epoch: 49, iters: 34632, time: 0.298, data: 0.017) G_GAN: 3.177 G_L1: 4.981 D_real: 0.001 D_fake: 0.163 +(epoch: 49, iters: 34732, time: 0.296, data: 0.018) G_GAN: 1.774 G_L1: 4.287 D_real: 0.001 D_fake: 1.675 +(epoch: 49, iters: 34832, time: 0.420, data: 0.017) G_GAN: 3.443 G_L1: 4.915 D_real: 0.001 D_fake: 0.066 +(epoch: 49, iters: 34932, time: 0.284, data: 0.018) G_GAN: 2.993 G_L1: 3.515 D_real: 0.109 D_fake: 0.518 +(epoch: 49, iters: 35032, time: 0.291, data: 0.016) G_GAN: 5.284 G_L1: 3.542 D_real: 0.078 D_fake: 0.168 +(epoch: 49, iters: 35132, time: 0.287, data: 0.019) G_GAN: 4.178 G_L1: 2.505 D_real: 0.003 D_fake: 0.068 +(epoch: 49, iters: 35232, time: 0.574, data: 0.016) G_GAN: 3.836 G_L1: 4.605 D_real: 0.014 D_fake: 0.135 +(epoch: 49, iters: 35332, time: 0.285, data: 0.017) G_GAN: 3.676 G_L1: 8.269 D_real: 0.225 D_fake: 0.438 +(epoch: 49, iters: 35432, time: 0.295, data: 0.018) G_GAN: 3.521 G_L1: 3.933 D_real: 0.873 D_fake: 0.024 +(epoch: 49, iters: 35532, time: 0.292, data: 0.018) G_GAN: 5.338 G_L1: 4.657 D_real: 0.170 D_fake: 0.013 +(epoch: 49, iters: 35632, time: 0.408, data: 0.017) G_GAN: 5.243 G_L1: 2.464 D_real: 0.077 D_fake: 0.023 +(epoch: 49, iters: 35732, time: 0.298, data: 0.018) G_GAN: 3.900 G_L1: 4.417 D_real: 0.000 D_fake: 0.142 +(epoch: 49, iters: 35832, time: 0.294, data: 0.019) G_GAN: 4.286 G_L1: 2.564 D_real: 0.076 D_fake: 0.071 +(epoch: 49, iters: 35932, time: 0.282, data: 0.018) G_GAN: 5.955 G_L1: 3.754 D_real: 0.009 D_fake: 0.052 +(epoch: 49, iters: 36032, time: 0.407, data: 0.017) G_GAN: 6.532 G_L1: 6.304 D_real: 0.153 D_fake: 0.031 +(epoch: 49, iters: 36132, time: 0.297, data: 0.016) G_GAN: 5.313 G_L1: 3.924 D_real: 0.035 D_fake: 0.091 +(epoch: 49, iters: 36232, time: 0.291, data: 0.019) G_GAN: 4.741 G_L1: 4.777 D_real: 0.025 D_fake: 0.096 +(epoch: 49, iters: 36332, time: 0.292, data: 0.018) G_GAN: 4.740 G_L1: 3.752 D_real: 0.093 D_fake: 0.050 +(epoch: 49, iters: 36432, time: 0.392, data: 0.019) G_GAN: 3.703 G_L1: 3.100 D_real: 0.009 D_fake: 0.214 +(epoch: 49, iters: 36532, time: 0.298, data: 0.022) G_GAN: 5.719 G_L1: 4.883 D_real: 0.081 D_fake: 0.037 +(epoch: 49, iters: 36632, time: 0.290, data: 0.017) G_GAN: 4.702 G_L1: 6.262 D_real: 0.000 D_fake: 0.025 +(epoch: 49, iters: 36732, time: 0.284, data: 0.017) G_GAN: 4.563 G_L1: 4.657 D_real: 0.000 D_fake: 0.111 +(epoch: 49, iters: 36832, time: 0.390, data: 0.018) G_GAN: 6.585 G_L1: 4.195 D_real: 0.011 D_fake: 0.010 +(epoch: 49, iters: 36932, time: 0.299, data: 0.018) G_GAN: 4.965 G_L1: 11.765 D_real: 0.017 D_fake: 0.055 +(epoch: 49, iters: 37032, time: 0.289, data: 0.018) G_GAN: 4.024 G_L1: 17.010 D_real: 0.007 D_fake: 0.048 +(epoch: 49, iters: 37132, time: 0.292, data: 0.017) G_GAN: 4.201 G_L1: 4.057 D_real: 0.012 D_fake: 0.182 +(epoch: 49, iters: 37232, time: 0.567, data: 0.017) G_GAN: 3.475 G_L1: 4.592 D_real: 0.000 D_fake: 0.325 +(epoch: 49, iters: 37332, time: 0.291, data: 0.017) G_GAN: 6.360 G_L1: 4.175 D_real: 0.008 D_fake: 0.013 +(epoch: 49, iters: 37432, time: 0.288, data: 0.016) G_GAN: 4.217 G_L1: 4.727 D_real: 0.000 D_fake: 0.104 +(epoch: 49, iters: 37532, time: 0.269, data: 0.018) G_GAN: 4.570 G_L1: 9.852 D_real: 0.001 D_fake: 0.057 +(epoch: 49, iters: 37632, time: 0.385, data: 0.015) G_GAN: 3.400 G_L1: 4.178 D_real: 0.008 D_fake: 0.183 +(epoch: 49, iters: 37732, time: 0.293, data: 0.017) G_GAN: 3.058 G_L1: 5.240 D_real: 0.000 D_fake: 0.773 +(epoch: 49, iters: 37832, time: 0.289, data: 0.018) G_GAN: 3.176 G_L1: 5.718 D_real: 0.000 D_fake: 0.216 +(epoch: 49, iters: 37932, time: 0.292, data: 0.018) G_GAN: 3.159 G_L1: 4.374 D_real: 0.002 D_fake: 0.070 +(epoch: 49, iters: 38032, time: 0.409, data: 0.017) G_GAN: 2.782 G_L1: 4.610 D_real: 0.092 D_fake: 0.149 +(epoch: 49, iters: 38132, time: 0.301, data: 0.021) G_GAN: 3.685 G_L1: 9.018 D_real: 0.002 D_fake: 0.609 +(epoch: 49, iters: 38232, time: 0.294, data: 0.017) G_GAN: 4.369 G_L1: 5.425 D_real: 0.002 D_fake: 0.138 +(epoch: 49, iters: 38332, time: 0.288, data: 0.021) G_GAN: 2.559 G_L1: 3.245 D_real: 0.000 D_fake: 0.282 +(epoch: 49, iters: 38432, time: 0.418, data: 0.018) G_GAN: 5.167 G_L1: 6.807 D_real: 0.000 D_fake: 0.034 +(epoch: 49, iters: 38532, time: 0.299, data: 0.018) G_GAN: 3.640 G_L1: 3.061 D_real: 0.046 D_fake: 0.044 +(epoch: 49, iters: 38632, time: 0.298, data: 0.018) G_GAN: 3.641 G_L1: 5.628 D_real: 0.002 D_fake: 0.073 +(epoch: 49, iters: 38732, time: 0.294, data: 0.017) G_GAN: 5.112 G_L1: 5.542 D_real: 0.002 D_fake: 0.120 +(epoch: 49, iters: 38832, time: 0.410, data: 0.018) G_GAN: 3.089 G_L1: 4.763 D_real: 0.010 D_fake: 0.062 +(epoch: 49, iters: 38932, time: 0.293, data: 0.020) G_GAN: 4.508 G_L1: 3.939 D_real: 0.030 D_fake: 0.113 +(epoch: 49, iters: 39032, time: 0.294, data: 0.017) G_GAN: 2.153 G_L1: 3.645 D_real: 0.007 D_fake: 0.826 +(epoch: 49, iters: 39132, time: 0.298, data: 0.019) G_GAN: 6.551 G_L1: 4.990 D_real: 0.043 D_fake: 0.036 +(epoch: 49, iters: 39232, time: 0.606, data: 0.018) G_GAN: 3.098 G_L1: 5.526 D_real: 0.004 D_fake: 0.721 +(epoch: 49, iters: 39332, time: 0.296, data: 0.020) G_GAN: 4.336 G_L1: 4.049 D_real: 0.000 D_fake: 0.108 +(epoch: 49, iters: 39432, time: 0.303, data: 0.020) G_GAN: 5.979 G_L1: 6.453 D_real: 0.002 D_fake: 0.117 +(epoch: 49, iters: 39532, time: 0.303, data: 0.020) G_GAN: 4.362 G_L1: 3.161 D_real: 0.253 D_fake: 0.034 +(epoch: 49, iters: 39632, time: 0.386, data: 0.019) G_GAN: 5.320 G_L1: 5.551 D_real: 0.023 D_fake: 0.087 +(epoch: 49, iters: 39732, time: 0.300, data: 0.020) G_GAN: 3.715 G_L1: 3.824 D_real: 0.035 D_fake: 0.219 +(epoch: 49, iters: 39832, time: 0.294, data: 0.018) G_GAN: 3.845 G_L1: 4.918 D_real: 0.003 D_fake: 0.253 +(epoch: 49, iters: 39932, time: 0.294, data: 0.023) G_GAN: 4.866 G_L1: 3.738 D_real: 0.013 D_fake: 0.063 +(epoch: 49, iters: 40032, time: 0.416, data: 0.022) G_GAN: 4.390 G_L1: 3.056 D_real: 0.476 D_fake: 0.036 +(epoch: 49, iters: 40132, time: 0.293, data: 0.019) G_GAN: 5.798 G_L1: 9.713 D_real: 0.008 D_fake: 0.035 +(epoch: 49, iters: 40232, time: 0.303, data: 0.018) G_GAN: 5.646 G_L1: 7.132 D_real: 0.002 D_fake: 0.042 +(epoch: 49, iters: 40332, time: 0.308, data: 0.020) G_GAN: 3.893 G_L1: 3.677 D_real: 0.003 D_fake: 0.118 +(epoch: 49, iters: 40432, time: 0.418, data: 0.019) G_GAN: 4.228 G_L1: 4.244 D_real: 0.104 D_fake: 0.057 +(epoch: 49, iters: 40532, time: 0.305, data: 0.019) G_GAN: 5.786 G_L1: 7.545 D_real: 0.157 D_fake: 0.004 +(epoch: 49, iters: 40632, time: 0.303, data: 0.021) G_GAN: 6.308 G_L1: 4.242 D_real: 0.052 D_fake: 0.007 +(epoch: 49, iters: 40732, time: 0.299, data: 0.018) G_GAN: 5.989 G_L1: 5.602 D_real: 0.002 D_fake: 0.141 +(epoch: 49, iters: 40832, time: 0.425, data: 0.020) G_GAN: 4.654 G_L1: 4.912 D_real: 0.149 D_fake: 0.028 +(epoch: 49, iters: 40932, time: 0.304, data: 0.019) G_GAN: 5.259 G_L1: 3.432 D_real: 0.010 D_fake: 0.086 +(epoch: 49, iters: 41032, time: 0.303, data: 0.020) G_GAN: 6.053 G_L1: 4.907 D_real: 0.153 D_fake: 0.010 +(epoch: 49, iters: 41132, time: 0.303, data: 0.019) G_GAN: 4.702 G_L1: 4.164 D_real: 0.018 D_fake: 0.052 +(epoch: 49, iters: 41232, time: 0.591, data: 0.019) G_GAN: 3.938 G_L1: 4.330 D_real: 0.511 D_fake: 0.023 +(epoch: 49, iters: 41332, time: 0.298, data: 0.019) G_GAN: 7.312 G_L1: 6.438 D_real: 0.047 D_fake: 0.008 +(epoch: 49, iters: 41432, time: 0.298, data: 0.019) G_GAN: 5.446 G_L1: 7.961 D_real: 0.000 D_fake: 0.119 +(epoch: 49, iters: 41532, time: 0.300, data: 0.020) G_GAN: 4.242 G_L1: 4.444 D_real: 0.003 D_fake: 0.146 +(epoch: 49, iters: 41632, time: 0.397, data: 0.019) G_GAN: 5.157 G_L1: 3.777 D_real: 0.006 D_fake: 0.236 +(epoch: 49, iters: 41732, time: 0.305, data: 0.018) G_GAN: 5.623 G_L1: 6.784 D_real: 0.018 D_fake: 0.019 +(epoch: 49, iters: 41832, time: 0.302, data: 0.018) G_GAN: 4.868 G_L1: 4.124 D_real: 0.168 D_fake: 0.066 +(epoch: 49, iters: 41932, time: 0.306, data: 0.019) G_GAN: 10.282 G_L1: 4.175 D_real: 0.280 D_fake: 0.000 +(epoch: 49, iters: 42032, time: 0.380, data: 0.018) G_GAN: 4.731 G_L1: 5.610 D_real: 0.099 D_fake: 0.047 +(epoch: 49, iters: 42132, time: 0.300, data: 0.027) G_GAN: 4.871 G_L1: 4.258 D_real: 0.172 D_fake: 0.023 +(epoch: 49, iters: 42232, time: 0.303, data: 0.021) G_GAN: 5.411 G_L1: 3.724 D_real: 0.038 D_fake: 0.035 +(epoch: 49, iters: 42332, time: 0.302, data: 0.019) G_GAN: 4.507 G_L1: 5.740 D_real: 0.029 D_fake: 0.047 +(epoch: 49, iters: 42432, time: 0.414, data: 0.022) G_GAN: 4.217 G_L1: 7.443 D_real: 0.301 D_fake: 0.052 +(epoch: 49, iters: 42532, time: 0.306, data: 0.020) G_GAN: 4.702 G_L1: 3.757 D_real: 0.039 D_fake: 0.064 +(epoch: 49, iters: 42632, time: 0.303, data: 0.019) G_GAN: 5.857 G_L1: 3.694 D_real: 0.041 D_fake: 0.019 +(epoch: 49, iters: 42732, time: 0.305, data: 0.019) G_GAN: 5.754 G_L1: 3.386 D_real: 0.208 D_fake: 0.073 +(epoch: 49, iters: 42832, time: 0.411, data: 0.020) G_GAN: 5.274 G_L1: 4.230 D_real: 0.145 D_fake: 0.019 +(epoch: 49, iters: 42932, time: 0.302, data: 0.018) G_GAN: 4.663 G_L1: 3.217 D_real: 0.026 D_fake: 0.049 +(epoch: 49, iters: 43032, time: 0.301, data: 0.019) G_GAN: 6.922 G_L1: 8.444 D_real: 0.031 D_fake: 0.044 +(epoch: 49, iters: 43132, time: 0.302, data: 0.020) G_GAN: 4.665 G_L1: 4.827 D_real: 0.124 D_fake: 0.036 +(epoch: 49, iters: 43232, time: 0.592, data: 0.019) G_GAN: 6.790 G_L1: 6.599 D_real: 0.002 D_fake: 0.013 +(epoch: 49, iters: 43332, time: 0.304, data: 0.017) G_GAN: 4.884 G_L1: 5.133 D_real: 0.002 D_fake: 0.023 +(epoch: 49, iters: 43432, time: 0.302, data: 0.017) G_GAN: 5.343 G_L1: 4.322 D_real: 0.005 D_fake: 0.036 +(epoch: 49, iters: 43532, time: 0.307, data: 0.020) G_GAN: 5.072 G_L1: 4.059 D_real: 0.118 D_fake: 0.021 +(epoch: 49, iters: 43632, time: 0.418, data: 0.018) G_GAN: 4.349 G_L1: 3.649 D_real: 0.016 D_fake: 0.118 +(epoch: 49, iters: 43732, time: 0.296, data: 0.019) G_GAN: 5.974 G_L1: 3.419 D_real: 0.013 D_fake: 0.011 +(epoch: 49, iters: 43832, time: 0.306, data: 0.018) G_GAN: 5.483 G_L1: 4.455 D_real: 0.026 D_fake: 0.022 +(epoch: 49, iters: 43932, time: 0.298, data: 0.019) G_GAN: 4.255 G_L1: 3.227 D_real: 0.128 D_fake: 0.039 +(epoch: 49, iters: 44032, time: 0.417, data: 0.022) G_GAN: 3.196 G_L1: 2.779 D_real: 0.238 D_fake: 0.077 +(epoch: 49, iters: 44132, time: 0.306, data: 0.018) G_GAN: 7.117 G_L1: 2.916 D_real: 0.025 D_fake: 0.010 +(epoch: 49, iters: 44232, time: 0.301, data: 0.019) G_GAN: 4.154 G_L1: 4.981 D_real: 0.054 D_fake: 0.089 +(epoch: 49, iters: 44332, time: 0.295, data: 0.018) G_GAN: 5.685 G_L1: 4.266 D_real: 0.000 D_fake: 0.035 +(epoch: 49, iters: 44432, time: 0.416, data: 0.018) G_GAN: 3.309 G_L1: 4.285 D_real: 0.004 D_fake: 0.192 +(epoch: 49, iters: 44532, time: 0.305, data: 0.018) G_GAN: 4.927 G_L1: 5.682 D_real: 0.000 D_fake: 0.030 +(epoch: 49, iters: 44632, time: 0.301, data: 0.019) G_GAN: 3.412 G_L1: 10.422 D_real: 0.007 D_fake: 0.065 +(epoch: 49, iters: 44732, time: 0.300, data: 0.022) G_GAN: 3.846 G_L1: 3.406 D_real: 0.005 D_fake: 0.073 +(epoch: 49, iters: 44832, time: 0.399, data: 0.018) G_GAN: 5.651 G_L1: 4.494 D_real: 0.000 D_fake: 0.086 +(epoch: 49, iters: 44932, time: 0.293, data: 0.017) G_GAN: 4.329 G_L1: 4.014 D_real: 0.000 D_fake: 0.216 +(epoch: 49, iters: 45032, time: 0.303, data: 0.018) G_GAN: 3.730 G_L1: 3.388 D_real: 0.000 D_fake: 0.113 +(epoch: 49, iters: 45132, time: 0.306, data: 0.018) G_GAN: 6.306 G_L1: 7.073 D_real: 0.000 D_fake: 0.215 +(epoch: 49, iters: 45232, time: 0.583, data: 0.019) G_GAN: 5.376 G_L1: 4.665 D_real: 0.001 D_fake: 0.032 +(epoch: 49, iters: 45332, time: 0.305, data: 0.019) G_GAN: 3.157 G_L1: 2.990 D_real: 0.006 D_fake: 0.329 +(epoch: 49, iters: 45432, time: 0.300, data: 0.019) G_GAN: 4.218 G_L1: 4.572 D_real: 0.006 D_fake: 0.127 +(epoch: 49, iters: 45532, time: 0.299, data: 0.020) G_GAN: 4.638 G_L1: 4.758 D_real: 0.000 D_fake: 0.098 +(epoch: 49, iters: 45632, time: 0.420, data: 0.022) G_GAN: 4.546 G_L1: 4.294 D_real: 0.000 D_fake: 0.026 +(epoch: 49, iters: 45732, time: 0.303, data: 0.019) G_GAN: 4.524 G_L1: 5.311 D_real: 0.002 D_fake: 0.117 +(epoch: 49, iters: 45832, time: 0.302, data: 0.019) G_GAN: 3.985 G_L1: 4.428 D_real: 0.000 D_fake: 0.061 +(epoch: 49, iters: 45932, time: 0.291, data: 0.019) G_GAN: 4.022 G_L1: 3.725 D_real: 0.000 D_fake: 0.153 +(epoch: 49, iters: 46032, time: 0.413, data: 0.018) G_GAN: 2.636 G_L1: 4.463 D_real: 0.000 D_fake: 0.535 +(epoch: 49, iters: 46132, time: 0.271, data: 0.018) G_GAN: 3.118 G_L1: 5.047 D_real: 0.000 D_fake: 0.209 +(epoch: 49, iters: 46232, time: 0.298, data: 0.015) G_GAN: 3.766 G_L1: 5.651 D_real: 0.000 D_fake: 0.211 +(epoch: 49, iters: 46332, time: 0.305, data: 0.020) G_GAN: 3.123 G_L1: 4.296 D_real: 0.000 D_fake: 0.227 +(epoch: 49, iters: 46432, time: 0.422, data: 0.019) G_GAN: 3.216 G_L1: 3.994 D_real: 0.001 D_fake: 0.376 +(epoch: 49, iters: 46532, time: 0.302, data: 0.031) G_GAN: 3.710 G_L1: 5.137 D_real: 0.001 D_fake: 0.046 +(epoch: 49, iters: 46632, time: 0.306, data: 0.019) G_GAN: 4.807 G_L1: 8.110 D_real: 0.006 D_fake: 0.042 +(epoch: 49, iters: 46732, time: 0.301, data: 0.018) G_GAN: 2.914 G_L1: 3.873 D_real: 0.001 D_fake: 0.148 +(epoch: 49, iters: 46832, time: 0.415, data: 0.019) G_GAN: 3.762 G_L1: 4.284 D_real: 0.000 D_fake: 0.322 +(epoch: 49, iters: 46932, time: 0.295, data: 0.020) G_GAN: 5.446 G_L1: 6.730 D_real: 0.000 D_fake: 0.962 +(epoch: 49, iters: 47032, time: 0.302, data: 0.018) G_GAN: 2.805 G_L1: 4.384 D_real: 0.000 D_fake: 0.650 +(epoch: 49, iters: 47132, time: 0.291, data: 0.019) G_GAN: 3.211 G_L1: 5.902 D_real: 0.000 D_fake: 0.156 +(epoch: 49, iters: 47232, time: 0.584, data: 0.021) G_GAN: 2.018 G_L1: 5.807 D_real: 0.025 D_fake: 0.217 +(epoch: 49, iters: 47332, time: 0.302, data: 0.018) G_GAN: 3.457 G_L1: 5.067 D_real: 0.001 D_fake: 0.109 +(epoch: 49, iters: 47432, time: 0.297, data: 0.019) G_GAN: 4.268 G_L1: 5.152 D_real: 0.001 D_fake: 0.120 +(epoch: 49, iters: 47532, time: 0.294, data: 0.017) G_GAN: 2.936 G_L1: 5.158 D_real: 0.000 D_fake: 0.286 +(epoch: 49, iters: 47632, time: 0.409, data: 0.018) G_GAN: 3.919 G_L1: 5.574 D_real: 0.001 D_fake: 0.441 +(epoch: 49, iters: 47732, time: 0.305, data: 0.018) G_GAN: 3.558 G_L1: 6.052 D_real: 0.000 D_fake: 0.272 +(epoch: 49, iters: 47832, time: 0.292, data: 0.019) G_GAN: 4.530 G_L1: 4.756 D_real: 0.000 D_fake: 0.203 +(epoch: 49, iters: 47932, time: 0.303, data: 0.019) G_GAN: 3.385 G_L1: 4.015 D_real: 0.005 D_fake: 0.055 +(epoch: 49, iters: 48032, time: 0.407, data: 0.019) G_GAN: 2.740 G_L1: 5.323 D_real: 0.000 D_fake: 0.256 +(epoch: 49, iters: 48132, time: 0.290, data: 0.021) G_GAN: 3.436 G_L1: 6.862 D_real: 0.000 D_fake: 0.214 +(epoch: 49, iters: 48232, time: 0.303, data: 0.021) G_GAN: 3.410 G_L1: 5.153 D_real: 0.000 D_fake: 0.148 +(epoch: 49, iters: 48332, time: 0.295, data: 0.020) G_GAN: 2.514 G_L1: 5.095 D_real: 0.000 D_fake: 0.297 +(epoch: 49, iters: 48432, time: 0.416, data: 0.021) G_GAN: 5.014 G_L1: 4.681 D_real: 0.000 D_fake: 0.019 +(epoch: 49, iters: 48532, time: 0.297, data: 0.017) G_GAN: 2.569 G_L1: 4.141 D_real: 0.000 D_fake: 0.253 +(epoch: 49, iters: 48632, time: 0.304, data: 0.018) G_GAN: 2.863 G_L1: 6.255 D_real: 0.000 D_fake: 0.682 +(epoch: 49, iters: 48732, time: 0.296, data: 0.022) G_GAN: 2.745 G_L1: 5.245 D_real: 0.000 D_fake: 0.156 +(epoch: 49, iters: 48832, time: 0.418, data: 0.020) G_GAN: 2.148 G_L1: 4.118 D_real: 0.000 D_fake: 0.768 +(epoch: 49, iters: 48932, time: 0.301, data: 0.019) G_GAN: 2.012 G_L1: 4.147 D_real: 0.000 D_fake: 0.357 +(epoch: 49, iters: 49032, time: 0.305, data: 0.019) G_GAN: 2.385 G_L1: 3.714 D_real: 0.000 D_fake: 0.286 +(epoch: 49, iters: 49132, time: 0.294, data: 0.019) G_GAN: 2.233 G_L1: 4.046 D_real: 0.000 D_fake: 0.695 +(epoch: 49, iters: 49232, time: 0.584, data: 0.017) G_GAN: 1.948 G_L1: 4.382 D_real: 0.000 D_fake: 0.694 +(epoch: 49, iters: 49332, time: 0.293, data: 0.020) G_GAN: 1.741 G_L1: 4.452 D_real: 0.000 D_fake: 0.558 +(epoch: 49, iters: 49432, time: 0.307, data: 0.022) G_GAN: 2.741 G_L1: 4.598 D_real: 0.000 D_fake: 0.121 +(epoch: 49, iters: 49532, time: 0.298, data: 0.018) G_GAN: 4.068 G_L1: 8.923 D_real: 0.001 D_fake: 0.111 +(epoch: 49, iters: 49632, time: 0.416, data: 0.019) G_GAN: 2.183 G_L1: 4.131 D_real: 0.144 D_fake: 0.322 +(epoch: 49, iters: 49732, time: 0.303, data: 0.018) G_GAN: 5.004 G_L1: 11.028 D_real: 0.004 D_fake: 0.037 +(epoch: 49, iters: 49832, time: 0.294, data: 0.018) G_GAN: 2.922 G_L1: 4.132 D_real: 0.000 D_fake: 0.517 +(epoch: 49, iters: 49932, time: 0.307, data: 0.017) G_GAN: 2.979 G_L1: 4.896 D_real: 0.000 D_fake: 0.158 +(epoch: 49, iters: 50032, time: 0.421, data: 0.021) G_GAN: 3.560 G_L1: 4.692 D_real: 0.000 D_fake: 0.142 +(epoch: 49, iters: 50132, time: 0.297, data: 0.019) G_GAN: 3.012 G_L1: 4.234 D_real: 0.000 D_fake: 0.468 +(epoch: 49, iters: 50232, time: 0.295, data: 0.017) G_GAN: 3.572 G_L1: 4.655 D_real: 0.000 D_fake: 0.144 +(epoch: 49, iters: 50332, time: 0.296, data: 0.019) G_GAN: 2.387 G_L1: 7.524 D_real: 0.000 D_fake: 1.520 +(epoch: 49, iters: 50432, time: 0.396, data: 0.019) G_GAN: 2.678 G_L1: 4.953 D_real: 0.000 D_fake: 0.224 +(epoch: 49, iters: 50532, time: 0.279, data: 0.015) G_GAN: 1.744 G_L1: 3.705 D_real: 0.000 D_fake: 0.518 +(epoch: 49, iters: 50632, time: 0.303, data: 0.017) G_GAN: 2.126 G_L1: 4.502 D_real: 0.000 D_fake: 0.254 +(epoch: 49, iters: 50732, time: 0.294, data: 0.019) G_GAN: 1.782 G_L1: 3.274 D_real: 0.000 D_fake: 0.221 +(epoch: 49, iters: 50832, time: 0.424, data: 0.020) G_GAN: 2.061 G_L1: 4.841 D_real: 0.000 D_fake: 0.310 +(epoch: 49, iters: 50932, time: 0.296, data: 0.019) G_GAN: 4.442 G_L1: 7.817 D_real: 0.022 D_fake: 0.273 +(epoch: 49, iters: 51032, time: 0.295, data: 0.017) G_GAN: 2.559 G_L1: 12.485 D_real: 0.000 D_fake: 0.649 +(epoch: 49, iters: 51132, time: 0.303, data: 0.017) G_GAN: 2.387 G_L1: 6.231 D_real: 0.005 D_fake: 0.415 +(epoch: 49, iters: 51232, time: 0.597, data: 0.018) G_GAN: 2.787 G_L1: 5.330 D_real: 0.003 D_fake: 0.203 +(epoch: 49, iters: 51332, time: 0.295, data: 0.023) G_GAN: 2.373 G_L1: 5.405 D_real: 0.001 D_fake: 0.398 +(epoch: 49, iters: 51432, time: 0.306, data: 0.018) G_GAN: 3.583 G_L1: 4.372 D_real: 0.000 D_fake: 0.117 +(epoch: 49, iters: 51532, time: 0.291, data: 0.020) G_GAN: 2.347 G_L1: 4.241 D_real: 0.002 D_fake: 0.534 +(epoch: 49, iters: 51632, time: 0.390, data: 0.018) G_GAN: 3.408 G_L1: 4.575 D_real: 0.004 D_fake: 0.269 +(epoch: 49, iters: 51732, time: 0.302, data: 0.018) G_GAN: 2.718 G_L1: 5.280 D_real: 0.001 D_fake: 0.429 +(epoch: 49, iters: 51832, time: 0.301, data: 0.018) G_GAN: 3.072 G_L1: 7.695 D_real: 0.000 D_fake: 0.616 +(epoch: 49, iters: 51932, time: 0.300, data: 0.018) G_GAN: 1.594 G_L1: 4.266 D_real: 0.000 D_fake: 0.481 +(epoch: 49, iters: 52032, time: 0.407, data: 0.017) G_GAN: 1.404 G_L1: 4.384 D_real: 0.000 D_fake: 0.371 +(epoch: 49, iters: 52132, time: 0.297, data: 0.019) G_GAN: 3.620 G_L1: 5.387 D_real: 0.001 D_fake: 0.083 +(epoch: 49, iters: 52232, time: 0.294, data: 0.017) G_GAN: 3.571 G_L1: 4.644 D_real: 0.002 D_fake: 0.440 +(epoch: 49, iters: 52332, time: 0.298, data: 0.021) G_GAN: 3.861 G_L1: 5.749 D_real: 0.001 D_fake: 0.628 +(epoch: 49, iters: 52432, time: 0.418, data: 0.022) G_GAN: 2.150 G_L1: 5.453 D_real: 0.000 D_fake: 0.593 +(epoch: 49, iters: 52532, time: 0.301, data: 0.018) G_GAN: 2.030 G_L1: 4.213 D_real: 0.000 D_fake: 0.310 +(epoch: 49, iters: 52632, time: 0.295, data: 0.022) G_GAN: 1.693 G_L1: 3.583 D_real: 0.000 D_fake: 0.330 +(epoch: 49, iters: 52732, time: 0.303, data: 0.018) G_GAN: 2.286 G_L1: 5.368 D_real: 0.000 D_fake: 0.150 +(epoch: 49, iters: 52832, time: 0.418, data: 0.019) G_GAN: 3.479 G_L1: 7.381 D_real: 0.000 D_fake: 0.419 +(epoch: 49, iters: 52932, time: 0.302, data: 0.019) G_GAN: 1.279 G_L1: 4.007 D_real: 0.000 D_fake: 1.025 +(epoch: 49, iters: 53032, time: 0.300, data: 0.021) G_GAN: 2.546 G_L1: 4.079 D_real: 0.000 D_fake: 0.094 +(epoch: 49, iters: 53132, time: 0.306, data: 0.019) G_GAN: 1.379 G_L1: 6.350 D_real: 0.000 D_fake: 0.398 +(epoch: 49, iters: 53232, time: 0.592, data: 0.020) G_GAN: 2.257 G_L1: 4.305 D_real: 0.000 D_fake: 0.128 +(epoch: 49, iters: 53332, time: 0.292, data: 0.022) G_GAN: 1.342 G_L1: 4.750 D_real: 0.000 D_fake: 1.418 +(epoch: 49, iters: 53432, time: 0.296, data: 0.019) G_GAN: 1.678 G_L1: 3.955 D_real: 0.000 D_fake: 0.472 +(epoch: 49, iters: 53532, time: 0.302, data: 0.020) G_GAN: 2.241 G_L1: 4.044 D_real: 0.006 D_fake: 0.301 +(epoch: 49, iters: 53632, time: 0.416, data: 0.019) G_GAN: 1.494 G_L1: 2.891 D_real: 0.000 D_fake: 0.833 +(epoch: 49, iters: 53732, time: 0.301, data: 0.019) G_GAN: 2.364 G_L1: 4.950 D_real: 0.000 D_fake: 0.534 +(epoch: 49, iters: 53832, time: 0.296, data: 0.019) G_GAN: 2.016 G_L1: 4.695 D_real: 0.000 D_fake: 0.364 +(epoch: 49, iters: 53932, time: 0.297, data: 0.018) G_GAN: 1.830 G_L1: 5.532 D_real: 0.000 D_fake: 0.372 +(epoch: 49, iters: 54032, time: 0.422, data: 0.018) G_GAN: 2.008 G_L1: 4.805 D_real: 0.000 D_fake: 0.963 +(epoch: 49, iters: 54132, time: 0.302, data: 0.017) G_GAN: 2.076 G_L1: 3.311 D_real: 0.000 D_fake: 0.144 +(epoch: 49, iters: 54232, time: 0.299, data: 0.020) G_GAN: 1.333 G_L1: 5.212 D_real: 0.000 D_fake: 0.282 +(epoch: 49, iters: 54332, time: 0.304, data: 0.019) G_GAN: 1.919 G_L1: 5.082 D_real: 0.000 D_fake: 0.440 +(epoch: 49, iters: 54432, time: 0.429, data: 0.018) G_GAN: 2.452 G_L1: 7.162 D_real: 0.000 D_fake: 0.275 +(epoch: 49, iters: 54532, time: 0.288, data: 0.017) G_GAN: 3.039 G_L1: 9.187 D_real: 0.002 D_fake: 0.539 +(epoch: 49, iters: 54632, time: 0.286, data: 0.020) G_GAN: 2.626 G_L1: 4.726 D_real: 0.000 D_fake: 0.272 +(epoch: 49, iters: 54732, time: 0.305, data: 0.016) G_GAN: 1.856 G_L1: 4.138 D_real: 0.002 D_fake: 0.509 +(epoch: 49, iters: 54832, time: 0.415, data: 0.019) G_GAN: 1.322 G_L1: 4.953 D_real: 0.000 D_fake: 0.512 +(epoch: 49, iters: 54932, time: 0.292, data: 0.020) G_GAN: 1.712 G_L1: 4.759 D_real: 0.000 D_fake: 0.543 +(epoch: 49, iters: 55032, time: 0.305, data: 0.018) G_GAN: 1.650 G_L1: 4.004 D_real: 0.004 D_fake: 0.473 +(epoch: 49, iters: 55132, time: 0.294, data: 0.019) G_GAN: 1.533 G_L1: 6.968 D_real: 0.003 D_fake: 0.865 +(epoch: 49, iters: 55232, time: 0.590, data: 0.019) G_GAN: 1.194 G_L1: 3.722 D_real: 0.000 D_fake: 0.477 +(epoch: 49, iters: 55332, time: 0.296, data: 0.019) G_GAN: 2.089 G_L1: 6.309 D_real: 0.000 D_fake: 0.890 +(epoch: 49, iters: 55432, time: 0.296, data: 0.020) G_GAN: 1.544 G_L1: 3.608 D_real: 0.005 D_fake: 0.320 +(epoch: 49, iters: 55532, time: 0.303, data: 0.018) G_GAN: 2.498 G_L1: 4.561 D_real: 0.002 D_fake: 0.235 +(epoch: 49, iters: 55632, time: 0.386, data: 0.019) G_GAN: 2.668 G_L1: 5.629 D_real: 0.001 D_fake: 0.248 +(epoch: 49, iters: 55732, time: 0.302, data: 0.018) G_GAN: 1.546 G_L1: 5.044 D_real: 0.000 D_fake: 0.325 +(epoch: 49, iters: 55832, time: 0.299, data: 0.019) G_GAN: 2.679 G_L1: 7.878 D_real: 0.001 D_fake: 0.512 +(epoch: 49, iters: 55932, time: 0.294, data: 0.017) G_GAN: 2.058 G_L1: 3.713 D_real: 0.000 D_fake: 0.248 +(epoch: 49, iters: 56032, time: 0.408, data: 0.019) G_GAN: 1.721 G_L1: 4.106 D_real: 0.000 D_fake: 0.253 +(epoch: 49, iters: 56132, time: 0.305, data: 0.019) G_GAN: 1.869 G_L1: 3.760 D_real: 0.000 D_fake: 0.349 +(epoch: 49, iters: 56232, time: 0.301, data: 0.019) G_GAN: 2.394 G_L1: 6.116 D_real: 0.000 D_fake: 0.383 +(epoch: 49, iters: 56332, time: 0.302, data: 0.020) G_GAN: 3.078 G_L1: 5.138 D_real: 0.000 D_fake: 0.154 +(epoch: 49, iters: 56432, time: 0.418, data: 0.019) G_GAN: 2.299 G_L1: 3.823 D_real: 0.000 D_fake: 0.277 +(epoch: 49, iters: 56532, time: 0.293, data: 0.020) G_GAN: 2.031 G_L1: 5.889 D_real: 0.027 D_fake: 0.346 +(epoch: 49, iters: 56632, time: 0.284, data: 0.019) G_GAN: 2.036 G_L1: 3.863 D_real: 0.000 D_fake: 0.336 +(epoch: 49, iters: 56732, time: 0.295, data: 0.016) G_GAN: 2.540 G_L1: 7.323 D_real: 0.103 D_fake: 0.199 +(epoch: 49, iters: 56832, time: 0.418, data: 0.019) G_GAN: 1.860 G_L1: 7.419 D_real: 0.000 D_fake: 0.367 +(epoch: 49, iters: 56932, time: 0.303, data: 0.019) G_GAN: 3.558 G_L1: 5.530 D_real: 0.007 D_fake: 0.411 +(epoch: 49, iters: 57032, time: 0.298, data: 0.020) G_GAN: 2.625 G_L1: 4.337 D_real: 0.037 D_fake: 0.111 +(epoch: 49, iters: 57132, time: 0.295, data: 0.018) G_GAN: 2.253 G_L1: 4.443 D_real: 0.020 D_fake: 0.097 +(epoch: 49, iters: 57232, time: 0.581, data: 0.018) G_GAN: 2.400 G_L1: 5.149 D_real: 0.008 D_fake: 0.321 +(epoch: 49, iters: 57332, time: 0.303, data: 0.019) G_GAN: 3.811 G_L1: 4.875 D_real: 0.004 D_fake: 0.186 +(epoch: 49, iters: 57432, time: 0.296, data: 0.031) G_GAN: 2.142 G_L1: 4.113 D_real: 0.011 D_fake: 0.193 +(epoch: 49, iters: 57532, time: 0.301, data: 0.019) G_GAN: 2.187 G_L1: 3.555 D_real: 0.001 D_fake: 0.233 +(epoch: 49, iters: 57632, time: 0.403, data: 0.019) G_GAN: 2.033 G_L1: 4.760 D_real: 0.000 D_fake: 0.470 +(epoch: 49, iters: 57732, time: 0.304, data: 0.019) G_GAN: 2.461 G_L1: 4.122 D_real: 0.008 D_fake: 0.261 +(epoch: 49, iters: 57832, time: 0.297, data: 0.019) G_GAN: 2.566 G_L1: 4.293 D_real: 0.000 D_fake: 0.168 +(epoch: 49, iters: 57932, time: 0.298, data: 0.018) G_GAN: 2.182 G_L1: 3.694 D_real: 0.003 D_fake: 0.220 +(epoch: 49, iters: 58032, time: 0.422, data: 0.018) G_GAN: 1.697 G_L1: 4.138 D_real: 0.025 D_fake: 0.838 +(epoch: 49, iters: 58132, time: 0.293, data: 0.020) G_GAN: 4.183 G_L1: 3.568 D_real: 0.059 D_fake: 0.611 +(epoch: 49, iters: 58232, time: 0.298, data: 0.021) G_GAN: 3.607 G_L1: 4.421 D_real: 0.002 D_fake: 0.063 +(epoch: 49, iters: 58332, time: 0.297, data: 0.020) G_GAN: 3.219 G_L1: 5.216 D_real: 0.008 D_fake: 0.457 +(epoch: 49, iters: 58432, time: 0.425, data: 0.019) G_GAN: 3.352 G_L1: 5.820 D_real: 0.002 D_fake: 0.326 +(epoch: 49, iters: 58532, time: 0.287, data: 0.018) G_GAN: 3.367 G_L1: 4.823 D_real: 0.015 D_fake: 0.068 +(epoch: 49, iters: 58632, time: 0.305, data: 0.017) G_GAN: 4.071 G_L1: 5.899 D_real: 0.041 D_fake: 0.044 +(epoch: 49, iters: 58732, time: 0.298, data: 0.019) G_GAN: 2.698 G_L1: 6.377 D_real: 0.000 D_fake: 0.336 +(epoch: 49, iters: 58832, time: 0.412, data: 0.019) G_GAN: 3.731 G_L1: 4.371 D_real: 0.001 D_fake: 0.186 +(epoch: 49, iters: 58932, time: 0.288, data: 0.018) G_GAN: 3.203 G_L1: 3.458 D_real: 0.036 D_fake: 0.136 +(epoch: 49, iters: 59032, time: 0.300, data: 0.017) G_GAN: 2.322 G_L1: 4.073 D_real: 0.006 D_fake: 0.283 +(epoch: 49, iters: 59132, time: 0.296, data: 0.019) G_GAN: 3.117 G_L1: 4.708 D_real: 0.001 D_fake: 0.175 +(epoch: 49, iters: 59232, time: 0.558, data: 0.018) G_GAN: 2.337 G_L1: 5.114 D_real: 0.008 D_fake: 0.290 +(epoch: 49, iters: 59332, time: 0.299, data: 0.019) G_GAN: 1.607 G_L1: 3.844 D_real: 0.052 D_fake: 0.222 +(epoch: 49, iters: 59432, time: 0.300, data: 0.018) G_GAN: 3.694 G_L1: 2.963 D_real: 0.780 D_fake: 0.051 +(epoch: 49, iters: 59532, time: 0.299, data: 0.019) G_GAN: 5.205 G_L1: 12.195 D_real: 0.028 D_fake: 0.025 +(epoch: 49, iters: 59632, time: 0.391, data: 0.021) G_GAN: 3.977 G_L1: 4.157 D_real: 0.009 D_fake: 0.073 +(epoch: 49, iters: 59732, time: 0.302, data: 0.018) G_GAN: 2.699 G_L1: 4.565 D_real: 0.075 D_fake: 0.353 +(epoch: 49, iters: 59832, time: 0.295, data: 0.018) G_GAN: 4.027 G_L1: 4.606 D_real: 0.000 D_fake: 0.081 +(epoch: 49, iters: 59932, time: 0.301, data: 0.020) G_GAN: 2.784 G_L1: 4.999 D_real: 0.002 D_fake: 0.209 +(epoch: 50, iters: 16, time: 0.541, data: 0.018) G_GAN: 3.714 G_L1: 4.904 D_real: 0.000 D_fake: 0.101 +(epoch: 50, iters: 116, time: 0.284, data: 0.017) G_GAN: 3.228 G_L1: 4.551 D_real: 0.003 D_fake: 0.238 +(epoch: 50, iters: 216, time: 0.295, data: 0.018) G_GAN: 4.566 G_L1: 6.360 D_real: 0.009 D_fake: 0.221 +(epoch: 50, iters: 316, time: 0.295, data: 0.019) G_GAN: 2.702 G_L1: 4.331 D_real: 0.000 D_fake: 0.225 +(epoch: 50, iters: 416, time: 0.417, data: 0.017) G_GAN: 2.542 G_L1: 4.896 D_real: 0.008 D_fake: 0.387 +(epoch: 50, iters: 516, time: 0.282, data: 0.019) G_GAN: 4.754 G_L1: 4.908 D_real: 0.006 D_fake: 0.035 +(epoch: 50, iters: 616, time: 0.289, data: 0.017) G_GAN: 5.137 G_L1: 4.704 D_real: 0.910 D_fake: 0.011 +(epoch: 50, iters: 716, time: 0.290, data: 0.018) G_GAN: 4.213 G_L1: 5.622 D_real: 0.033 D_fake: 0.070 +(epoch: 50, iters: 816, time: 0.409, data: 0.019) G_GAN: 2.795 G_L1: 2.790 D_real: 0.091 D_fake: 0.326 +(epoch: 50, iters: 916, time: 0.290, data: 0.021) G_GAN: 3.738 G_L1: 2.800 D_real: 0.021 D_fake: 0.082 +(epoch: 50, iters: 1016, time: 0.287, data: 0.020) G_GAN: 3.155 G_L1: 3.504 D_real: 0.009 D_fake: 0.168 +(epoch: 50, iters: 1116, time: 0.298, data: 0.017) G_GAN: 4.649 G_L1: 2.963 D_real: 0.007 D_fake: 0.035 +(epoch: 50, iters: 1216, time: 0.565, data: 0.018) G_GAN: 5.447 G_L1: 3.994 D_real: 0.007 D_fake: 0.224 +(epoch: 50, iters: 1316, time: 0.290, data: 0.019) G_GAN: 5.102 G_L1: 5.061 D_real: 0.170 D_fake: 0.013 +(epoch: 50, iters: 1416, time: 0.284, data: 0.018) G_GAN: 4.158 G_L1: 2.658 D_real: 0.009 D_fake: 0.061 +(epoch: 50, iters: 1516, time: 0.291, data: 0.017) G_GAN: 3.590 G_L1: 5.668 D_real: 0.002 D_fake: 0.394 +(epoch: 50, iters: 1616, time: 0.387, data: 0.018) G_GAN: 3.835 G_L1: 5.189 D_real: 0.096 D_fake: 0.066 +(epoch: 50, iters: 1716, time: 0.298, data: 0.017) G_GAN: 5.060 G_L1: 3.092 D_real: 0.003 D_fake: 0.033 +(epoch: 50, iters: 1816, time: 0.298, data: 0.018) G_GAN: 3.195 G_L1: 4.133 D_real: 0.025 D_fake: 0.179 +(epoch: 50, iters: 1916, time: 0.301, data: 0.018) G_GAN: 3.404 G_L1: 4.428 D_real: 0.108 D_fake: 0.175 +(epoch: 50, iters: 2016, time: 0.384, data: 0.019) G_GAN: 3.578 G_L1: 3.155 D_real: 0.013 D_fake: 0.149 +(epoch: 50, iters: 2116, time: 0.294, data: 0.018) G_GAN: 3.715 G_L1: 3.705 D_real: 0.260 D_fake: 0.057 +(epoch: 50, iters: 2216, time: 0.289, data: 0.017) G_GAN: 4.039 G_L1: 3.533 D_real: 0.049 D_fake: 0.039 +(epoch: 50, iters: 2316, time: 0.290, data: 0.018) G_GAN: 3.318 G_L1: 4.528 D_real: 0.023 D_fake: 0.203 +(epoch: 50, iters: 2416, time: 0.395, data: 0.018) G_GAN: 3.753 G_L1: 2.830 D_real: 0.028 D_fake: 0.185 +(epoch: 50, iters: 2516, time: 0.296, data: 0.020) G_GAN: 3.156 G_L1: 3.827 D_real: 0.551 D_fake: 0.123 +(epoch: 50, iters: 2616, time: 0.268, data: 0.017) G_GAN: 4.344 G_L1: 5.030 D_real: 0.052 D_fake: 0.096 +(epoch: 50, iters: 2716, time: 0.288, data: 0.015) G_GAN: 5.200 G_L1: 3.487 D_real: 0.025 D_fake: 0.018 +(epoch: 50, iters: 2816, time: 0.385, data: 0.017) G_GAN: 4.355 G_L1: 4.144 D_real: 0.295 D_fake: 0.094 +(epoch: 50, iters: 2916, time: 0.286, data: 0.015) G_GAN: 4.720 G_L1: 6.912 D_real: 0.173 D_fake: 0.250 +(epoch: 50, iters: 3016, time: 0.281, data: 0.017) G_GAN: 5.275 G_L1: 3.936 D_real: 0.003 D_fake: 0.021 +(epoch: 50, iters: 3116, time: 0.278, data: 0.018) G_GAN: 4.230 G_L1: 2.353 D_real: 0.209 D_fake: 0.026 +(epoch: 50, iters: 3216, time: 0.551, data: 0.015) G_GAN: 4.994 G_L1: 3.834 D_real: 0.051 D_fake: 0.016 +(epoch: 50, iters: 3316, time: 0.281, data: 0.015) G_GAN: 3.862 G_L1: 3.928 D_real: 0.233 D_fake: 0.054 +(epoch: 50, iters: 3416, time: 0.289, data: 0.016) G_GAN: 3.858 G_L1: 3.593 D_real: 0.146 D_fake: 0.045 +(epoch: 50, iters: 3516, time: 0.299, data: 0.017) G_GAN: 5.091 G_L1: 4.801 D_real: 0.042 D_fake: 0.029 +(epoch: 50, iters: 3616, time: 0.382, data: 0.017) G_GAN: 4.520 G_L1: 3.974 D_real: 0.118 D_fake: 0.101 +(epoch: 50, iters: 3716, time: 0.292, data: 0.016) G_GAN: 3.855 G_L1: 4.892 D_real: 0.033 D_fake: 0.145 +(epoch: 50, iters: 3816, time: 0.298, data: 0.018) G_GAN: 4.862 G_L1: 3.684 D_real: 0.074 D_fake: 0.022 +(epoch: 50, iters: 3916, time: 0.299, data: 0.017) G_GAN: 5.767 G_L1: 4.221 D_real: 0.007 D_fake: 0.011 +(epoch: 50, iters: 4016, time: 0.420, data: 0.017) G_GAN: 4.785 G_L1: 5.660 D_real: 0.057 D_fake: 0.017 +(epoch: 50, iters: 4116, time: 0.301, data: 0.025) G_GAN: 5.821 G_L1: 5.229 D_real: 0.007 D_fake: 0.007 +(epoch: 50, iters: 4216, time: 0.291, data: 0.017) G_GAN: 4.881 G_L1: 4.972 D_real: 0.072 D_fake: 0.049 +(epoch: 50, iters: 4316, time: 0.295, data: 0.018) G_GAN: 3.275 G_L1: 3.438 D_real: 0.636 D_fake: 0.041 +(epoch: 50, iters: 4416, time: 0.417, data: 0.018) G_GAN: 2.872 G_L1: 2.852 D_real: 0.231 D_fake: 0.260 +(epoch: 50, iters: 4516, time: 0.304, data: 0.018) G_GAN: 3.782 G_L1: 2.862 D_real: 0.279 D_fake: 0.076 +(epoch: 50, iters: 4616, time: 0.289, data: 0.020) G_GAN: 3.979 G_L1: 6.096 D_real: 0.066 D_fake: 0.076 +(epoch: 50, iters: 4716, time: 0.304, data: 0.018) G_GAN: 3.544 G_L1: 3.710 D_real: 0.075 D_fake: 0.151 +(epoch: 50, iters: 4816, time: 0.381, data: 0.019) G_GAN: 3.699 G_L1: 4.396 D_real: 0.027 D_fake: 0.255 +(epoch: 50, iters: 4916, time: 0.302, data: 0.017) G_GAN: 4.640 G_L1: 4.505 D_real: 0.005 D_fake: 0.464 +(epoch: 50, iters: 5016, time: 0.297, data: 0.019) G_GAN: 4.525 G_L1: 7.238 D_real: 0.000 D_fake: 0.055 +(epoch: 50, iters: 5116, time: 0.300, data: 0.017) G_GAN: 2.431 G_L1: 3.795 D_real: 0.613 D_fake: 0.158 +(epoch: 50, iters: 5216, time: 0.597, data: 0.019) G_GAN: 6.615 G_L1: 5.242 D_real: 0.055 D_fake: 0.190 +(epoch: 50, iters: 5316, time: 0.303, data: 0.018) G_GAN: 5.661 G_L1: 3.197 D_real: 0.145 D_fake: 0.093 +(epoch: 50, iters: 5416, time: 0.304, data: 0.018) G_GAN: 2.963 G_L1: 4.133 D_real: 0.356 D_fake: 0.060 +(epoch: 50, iters: 5516, time: 0.290, data: 0.018) G_GAN: 3.862 G_L1: 4.531 D_real: 0.005 D_fake: 0.141 +(epoch: 50, iters: 5616, time: 0.406, data: 0.015) G_GAN: 3.058 G_L1: 3.770 D_real: 0.012 D_fake: 0.288 +(epoch: 50, iters: 5716, time: 0.293, data: 0.018) G_GAN: 3.420 G_L1: 4.338 D_real: 0.009 D_fake: 0.071 +(epoch: 50, iters: 5816, time: 0.304, data: 0.017) G_GAN: 5.811 G_L1: 5.491 D_real: 0.035 D_fake: 0.027 +(epoch: 50, iters: 5916, time: 0.295, data: 0.020) G_GAN: 3.807 G_L1: 3.610 D_real: 0.190 D_fake: 0.040 +(epoch: 50, iters: 6016, time: 0.419, data: 0.019) G_GAN: 4.262 G_L1: 3.817 D_real: 0.140 D_fake: 0.069 +(epoch: 50, iters: 6116, time: 0.299, data: 0.018) G_GAN: 4.958 G_L1: 4.579 D_real: 0.311 D_fake: 0.010 +(epoch: 50, iters: 6216, time: 0.298, data: 0.018) G_GAN: 4.306 G_L1: 3.211 D_real: 0.053 D_fake: 0.055 +(epoch: 50, iters: 6316, time: 0.292, data: 0.019) G_GAN: 4.603 G_L1: 3.383 D_real: 0.034 D_fake: 0.044 +(epoch: 50, iters: 6416, time: 0.410, data: 0.020) G_GAN: 2.750 G_L1: 3.552 D_real: 0.121 D_fake: 0.167 +(epoch: 50, iters: 6516, time: 0.290, data: 0.017) G_GAN: 4.223 G_L1: 3.393 D_real: 0.013 D_fake: 0.126 +(epoch: 50, iters: 6616, time: 0.296, data: 0.019) G_GAN: 4.953 G_L1: 5.722 D_real: 0.021 D_fake: 0.017 +(epoch: 50, iters: 6716, time: 0.301, data: 0.018) G_GAN: 3.531 G_L1: 4.884 D_real: 0.003 D_fake: 0.182 +(epoch: 50, iters: 6816, time: 0.378, data: 0.020) G_GAN: 3.635 G_L1: 4.094 D_real: 0.042 D_fake: 0.249 +(epoch: 50, iters: 6916, time: 0.303, data: 0.019) G_GAN: 4.154 G_L1: 5.369 D_real: 0.225 D_fake: 0.016 +(epoch: 50, iters: 7016, time: 0.300, data: 0.019) G_GAN: 3.366 G_L1: 2.663 D_real: 0.140 D_fake: 0.053 +(epoch: 50, iters: 7116, time: 0.298, data: 0.018) G_GAN: 4.098 G_L1: 4.155 D_real: 0.013 D_fake: 0.081 +(epoch: 50, iters: 7216, time: 0.537, data: 0.018) G_GAN: 3.745 G_L1: 1.828 D_real: 0.161 D_fake: 0.096 +(epoch: 50, iters: 7316, time: 0.293, data: 0.019) G_GAN: 4.640 G_L1: 7.244 D_real: 0.076 D_fake: 0.027 +(epoch: 50, iters: 7416, time: 0.297, data: 0.018) G_GAN: 4.289 G_L1: 4.692 D_real: 0.025 D_fake: 0.043 +(epoch: 50, iters: 7516, time: 0.295, data: 0.018) G_GAN: 5.505 G_L1: 9.067 D_real: 0.014 D_fake: 0.030 +(epoch: 50, iters: 7616, time: 0.426, data: 0.018) G_GAN: 4.811 G_L1: 3.910 D_real: 0.090 D_fake: 0.049 +(epoch: 50, iters: 7716, time: 0.310, data: 0.018) G_GAN: 4.109 G_L1: 5.013 D_real: 0.021 D_fake: 0.088 +(epoch: 50, iters: 7816, time: 0.289, data: 0.020) G_GAN: 5.016 G_L1: 5.651 D_real: 0.016 D_fake: 0.040 +(epoch: 50, iters: 7916, time: 0.299, data: 0.016) G_GAN: 5.622 G_L1: 6.301 D_real: 0.010 D_fake: 0.126 +(epoch: 50, iters: 8016, time: 0.415, data: 0.018) G_GAN: 3.331 G_L1: 4.524 D_real: 0.066 D_fake: 0.044 +(epoch: 50, iters: 8116, time: 0.290, data: 0.020) G_GAN: 6.437 G_L1: 4.874 D_real: 0.356 D_fake: 0.002 +(epoch: 50, iters: 8216, time: 0.305, data: 0.017) G_GAN: 4.693 G_L1: 3.958 D_real: 0.070 D_fake: 0.014 +(epoch: 50, iters: 8316, time: 0.292, data: 0.019) G_GAN: 4.758 G_L1: 3.017 D_real: 0.103 D_fake: 0.095 +(epoch: 50, iters: 8416, time: 0.415, data: 0.019) G_GAN: 5.481 G_L1: 4.200 D_real: 0.466 D_fake: 0.007 +(epoch: 50, iters: 8516, time: 0.302, data: 0.019) G_GAN: 5.151 G_L1: 4.756 D_real: 0.041 D_fake: 0.070 +(epoch: 50, iters: 8616, time: 0.302, data: 0.018) G_GAN: 6.560 G_L1: 5.290 D_real: 0.496 D_fake: 0.002 +(epoch: 50, iters: 8716, time: 0.302, data: 0.019) G_GAN: 5.111 G_L1: 5.142 D_real: 0.001 D_fake: 0.021 +(epoch: 50, iters: 8816, time: 0.382, data: 0.018) G_GAN: 4.239 G_L1: 4.106 D_real: 0.013 D_fake: 0.074 +(epoch: 50, iters: 8916, time: 0.284, data: 0.020) G_GAN: 4.171 G_L1: 5.030 D_real: 0.049 D_fake: 0.052 +(epoch: 50, iters: 9016, time: 0.290, data: 0.019) G_GAN: 4.100 G_L1: 4.738 D_real: 0.002 D_fake: 0.087 +(epoch: 50, iters: 9116, time: 0.296, data: 0.016) G_GAN: 4.660 G_L1: 11.230 D_real: 0.000 D_fake: 0.047 +(epoch: 50, iters: 9216, time: 0.591, data: 0.017) G_GAN: 3.731 G_L1: 6.395 D_real: 0.000 D_fake: 0.345 +(epoch: 50, iters: 9316, time: 0.287, data: 0.019) G_GAN: 2.928 G_L1: 4.509 D_real: 0.002 D_fake: 0.360 +(epoch: 50, iters: 9416, time: 0.294, data: 0.018) G_GAN: 2.795 G_L1: 4.872 D_real: 0.007 D_fake: 0.180 +(epoch: 50, iters: 9516, time: 0.291, data: 0.018) G_GAN: 4.252 G_L1: 5.078 D_real: 0.001 D_fake: 0.162 +(epoch: 50, iters: 9616, time: 0.418, data: 0.017) G_GAN: 3.594 G_L1: 5.365 D_real: 0.000 D_fake: 0.073 +(epoch: 50, iters: 9716, time: 0.284, data: 0.021) G_GAN: 4.762 G_L1: 3.963 D_real: 0.039 D_fake: 0.019 +(epoch: 50, iters: 9816, time: 0.290, data: 0.017) G_GAN: 2.397 G_L1: 5.090 D_real: 0.199 D_fake: 0.122 +(epoch: 50, iters: 9916, time: 0.280, data: 0.018) G_GAN: 3.906 G_L1: 9.961 D_real: 0.000 D_fake: 0.040 +(epoch: 50, iters: 10016, time: 0.415, data: 0.018) G_GAN: 6.315 G_L1: 7.203 D_real: 0.000 D_fake: 0.025 +(epoch: 50, iters: 10116, time: 0.289, data: 0.017) G_GAN: 4.529 G_L1: 6.191 D_real: 0.040 D_fake: 0.160 +(epoch: 50, iters: 10216, time: 0.292, data: 0.020) G_GAN: 3.408 G_L1: 3.950 D_real: 0.001 D_fake: 0.086 +(epoch: 50, iters: 10316, time: 0.296, data: 0.019) G_GAN: 3.099 G_L1: 4.284 D_real: 0.007 D_fake: 0.179 +(epoch: 50, iters: 10416, time: 0.420, data: 0.018) G_GAN: 2.663 G_L1: 4.803 D_real: 0.000 D_fake: 0.227 +(epoch: 50, iters: 10516, time: 0.286, data: 0.019) G_GAN: 5.519 G_L1: 5.621 D_real: 0.001 D_fake: 0.115 +(epoch: 50, iters: 10616, time: 0.287, data: 0.017) G_GAN: 3.149 G_L1: 5.261 D_real: 0.001 D_fake: 0.098 +(epoch: 50, iters: 10716, time: 0.297, data: 0.017) G_GAN: 5.510 G_L1: 7.041 D_real: 0.000 D_fake: 1.202 +(epoch: 50, iters: 10816, time: 0.380, data: 0.018) G_GAN: 3.897 G_L1: 4.750 D_real: 0.001 D_fake: 0.050 +(epoch: 50, iters: 10916, time: 0.288, data: 0.019) G_GAN: 4.392 G_L1: 4.628 D_real: 0.002 D_fake: 0.025 +(epoch: 50, iters: 11016, time: 0.280, data: 0.016) G_GAN: 3.454 G_L1: 5.344 D_real: 0.000 D_fake: 0.026 +(epoch: 50, iters: 11116, time: 0.288, data: 0.017) G_GAN: 2.547 G_L1: 4.921 D_real: 0.001 D_fake: 0.597 +(epoch: 50, iters: 11216, time: 0.569, data: 0.015) G_GAN: 3.237 G_L1: 4.058 D_real: 0.007 D_fake: 0.031 +(epoch: 50, iters: 11316, time: 0.288, data: 0.018) G_GAN: 3.104 G_L1: 5.249 D_real: 0.000 D_fake: 0.215 +(epoch: 50, iters: 11416, time: 0.276, data: 0.017) G_GAN: 3.491 G_L1: 6.691 D_real: 0.002 D_fake: 0.108 +(epoch: 50, iters: 11516, time: 0.285, data: 0.015) G_GAN: 3.079 G_L1: 4.727 D_real: 0.016 D_fake: 0.123 +(epoch: 50, iters: 11616, time: 0.406, data: 0.017) G_GAN: 3.031 G_L1: 6.624 D_real: 0.001 D_fake: 0.180 +(epoch: 50, iters: 11716, time: 0.284, data: 0.016) G_GAN: 2.664 G_L1: 5.811 D_real: 0.000 D_fake: 0.179 +(epoch: 50, iters: 11816, time: 0.297, data: 0.016) G_GAN: 3.337 G_L1: 9.006 D_real: 0.002 D_fake: 0.522 +(epoch: 50, iters: 11916, time: 0.280, data: 0.022) G_GAN: 4.995 G_L1: 4.605 D_real: 0.013 D_fake: 0.116 +(epoch: 50, iters: 12016, time: 0.412, data: 0.016) G_GAN: 5.028 G_L1: 5.478 D_real: 0.018 D_fake: 0.426 +(epoch: 50, iters: 12116, time: 0.292, data: 0.018) G_GAN: 4.677 G_L1: 5.258 D_real: 0.197 D_fake: 0.035 +(epoch: 50, iters: 12216, time: 0.295, data: 0.017) G_GAN: 4.912 G_L1: 4.175 D_real: 0.095 D_fake: 0.055 +(epoch: 50, iters: 12316, time: 0.280, data: 0.018) G_GAN: 4.731 G_L1: 4.906 D_real: 0.013 D_fake: 0.039 +(epoch: 50, iters: 12416, time: 0.402, data: 0.017) G_GAN: 4.545 G_L1: 4.025 D_real: 0.011 D_fake: 0.036 +(epoch: 50, iters: 12516, time: 0.277, data: 0.016) G_GAN: 3.550 G_L1: 3.433 D_real: 0.004 D_fake: 0.312 +(epoch: 50, iters: 12616, time: 0.281, data: 0.017) G_GAN: 5.022 G_L1: 6.281 D_real: 0.010 D_fake: 0.016 +(epoch: 50, iters: 12716, time: 0.298, data: 0.016) G_GAN: 4.467 G_L1: 4.376 D_real: 0.170 D_fake: 0.035 +(epoch: 50, iters: 12816, time: 0.410, data: 0.018) G_GAN: 3.985 G_L1: 4.016 D_real: 0.116 D_fake: 0.278 +(epoch: 50, iters: 12916, time: 0.281, data: 0.018) G_GAN: 7.528 G_L1: 3.424 D_real: 0.036 D_fake: 0.010 +(epoch: 50, iters: 13016, time: 0.273, data: 0.016) G_GAN: 5.977 G_L1: 4.435 D_real: 0.037 D_fake: 0.056 +(epoch: 50, iters: 13116, time: 0.299, data: 0.016) G_GAN: 4.938 G_L1: 5.243 D_real: 0.222 D_fake: 0.248 +(epoch: 50, iters: 13216, time: 0.586, data: 0.018) G_GAN: 3.305 G_L1: 3.477 D_real: 0.022 D_fake: 0.225 +(epoch: 50, iters: 13316, time: 0.288, data: 0.018) G_GAN: 4.644 G_L1: 3.114 D_real: 0.642 D_fake: 0.021 +(epoch: 50, iters: 13416, time: 0.282, data: 0.018) G_GAN: 3.763 G_L1: 4.720 D_real: 0.004 D_fake: 0.083 +(epoch: 50, iters: 13516, time: 0.278, data: 0.016) G_GAN: 4.719 G_L1: 7.044 D_real: 0.084 D_fake: 0.071 +(epoch: 50, iters: 13616, time: 0.406, data: 0.017) G_GAN: 4.233 G_L1: 5.083 D_real: 0.027 D_fake: 0.109 +(epoch: 50, iters: 13716, time: 0.276, data: 0.019) G_GAN: 4.018 G_L1: 2.766 D_real: 0.006 D_fake: 0.159 +(epoch: 50, iters: 13816, time: 0.282, data: 0.016) G_GAN: 3.758 G_L1: 3.422 D_real: 0.073 D_fake: 0.101 +(epoch: 50, iters: 13916, time: 0.274, data: 0.022) G_GAN: 4.441 G_L1: 4.176 D_real: 0.076 D_fake: 0.032 +(epoch: 50, iters: 14016, time: 0.390, data: 0.019) G_GAN: 5.808 G_L1: 6.337 D_real: 0.030 D_fake: 0.015 +(epoch: 50, iters: 14116, time: 0.285, data: 0.015) G_GAN: 4.802 G_L1: 6.291 D_real: 0.005 D_fake: 0.039 +(epoch: 50, iters: 14216, time: 0.284, data: 0.018) G_GAN: 3.983 G_L1: 4.178 D_real: 0.234 D_fake: 0.134 +(epoch: 50, iters: 14316, time: 0.299, data: 0.018) G_GAN: 4.242 G_L1: 4.767 D_real: 0.036 D_fake: 0.056 +(epoch: 50, iters: 14416, time: 0.397, data: 0.019) G_GAN: 6.742 G_L1: 5.954 D_real: 0.094 D_fake: 0.027 +(epoch: 50, iters: 14516, time: 0.293, data: 0.017) G_GAN: 3.585 G_L1: 3.859 D_real: 0.219 D_fake: 0.053 +(epoch: 50, iters: 14616, time: 0.306, data: 0.021) G_GAN: 4.284 G_L1: 3.058 D_real: 0.066 D_fake: 0.087 +(epoch: 50, iters: 14716, time: 0.299, data: 0.019) G_GAN: 4.753 G_L1: 6.131 D_real: 0.028 D_fake: 0.143 +(epoch: 50, iters: 14816, time: 0.404, data: 0.018) G_GAN: 3.772 G_L1: 3.181 D_real: 0.026 D_fake: 0.191 +(epoch: 50, iters: 14916, time: 0.305, data: 0.020) G_GAN: 5.372 G_L1: 3.312 D_real: 1.087 D_fake: 0.005 +(epoch: 50, iters: 15016, time: 0.295, data: 0.019) G_GAN: 4.844 G_L1: 2.188 D_real: 0.161 D_fake: 0.183 +(epoch: 50, iters: 15116, time: 0.303, data: 0.019) G_GAN: 4.654 G_L1: 3.471 D_real: 0.056 D_fake: 0.023 +(epoch: 50, iters: 15216, time: 0.622, data: 0.022) G_GAN: 3.822 G_L1: 3.494 D_real: 0.205 D_fake: 0.039 +(epoch: 50, iters: 15316, time: 0.304, data: 0.017) G_GAN: 4.364 G_L1: 4.939 D_real: 0.003 D_fake: 0.196 +(epoch: 50, iters: 15416, time: 0.290, data: 0.019) G_GAN: 3.732 G_L1: 4.417 D_real: 0.148 D_fake: 0.203 +(epoch: 50, iters: 15516, time: 0.299, data: 0.017) G_GAN: 5.126 G_L1: 4.715 D_real: 0.583 D_fake: 0.011 +(epoch: 50, iters: 15616, time: 0.415, data: 0.018) G_GAN: 6.169 G_L1: 5.966 D_real: 0.012 D_fake: 0.008 +(epoch: 50, iters: 15716, time: 0.301, data: 0.024) G_GAN: 4.048 G_L1: 5.958 D_real: 0.007 D_fake: 0.180 +(epoch: 50, iters: 15816, time: 0.306, data: 0.020) G_GAN: 5.225 G_L1: 5.617 D_real: 0.161 D_fake: 0.013 +(epoch: 50, iters: 15916, time: 0.302, data: 0.019) G_GAN: 3.533 G_L1: 5.498 D_real: 0.000 D_fake: 0.120 +(epoch: 50, iters: 16016, time: 0.417, data: 0.018) G_GAN: 3.367 G_L1: 5.992 D_real: 0.001 D_fake: 0.140 +(epoch: 50, iters: 16116, time: 0.302, data: 0.027) G_GAN: 4.339 G_L1: 5.586 D_real: 0.000 D_fake: 0.040 +(epoch: 50, iters: 16216, time: 0.296, data: 0.019) G_GAN: 5.681 G_L1: 7.654 D_real: 0.544 D_fake: 0.036 +(epoch: 50, iters: 16316, time: 0.306, data: 0.018) G_GAN: 3.282 G_L1: 4.356 D_real: 0.000 D_fake: 0.217 +(epoch: 50, iters: 16416, time: 0.391, data: 0.020) G_GAN: 5.550 G_L1: 4.291 D_real: 0.039 D_fake: 0.008 +(epoch: 50, iters: 16516, time: 0.297, data: 0.018) G_GAN: 5.674 G_L1: 4.315 D_real: 0.015 D_fake: 0.181 +(epoch: 50, iters: 16616, time: 0.291, data: 0.018) G_GAN: 4.332 G_L1: 4.027 D_real: 0.031 D_fake: 0.046 +(epoch: 50, iters: 16716, time: 0.296, data: 0.019) G_GAN: 4.848 G_L1: 5.598 D_real: 0.002 D_fake: 0.092 +(epoch: 50, iters: 16816, time: 0.415, data: 0.018) G_GAN: 3.270 G_L1: 6.732 D_real: 0.116 D_fake: 0.080 +(epoch: 50, iters: 16916, time: 0.292, data: 0.019) G_GAN: 4.391 G_L1: 7.345 D_real: 0.007 D_fake: 0.088 +(epoch: 50, iters: 17016, time: 0.301, data: 0.018) G_GAN: 4.810 G_L1: 4.785 D_real: 0.003 D_fake: 0.049 +(epoch: 50, iters: 17116, time: 0.289, data: 0.018) G_GAN: 5.878 G_L1: 6.005 D_real: 0.000 D_fake: 0.013 +(epoch: 50, iters: 17216, time: 0.608, data: 0.017) G_GAN: 4.621 G_L1: 6.178 D_real: 0.004 D_fake: 0.029 +(epoch: 50, iters: 17316, time: 0.304, data: 0.019) G_GAN: 4.044 G_L1: 4.757 D_real: 0.000 D_fake: 0.066 +(epoch: 50, iters: 17416, time: 0.295, data: 0.018) G_GAN: 3.045 G_L1: 4.228 D_real: 0.003 D_fake: 0.165 +(epoch: 50, iters: 17516, time: 0.295, data: 0.017) G_GAN: 5.390 G_L1: 4.307 D_real: 0.003 D_fake: 0.047 +(epoch: 50, iters: 17616, time: 0.405, data: 0.018) G_GAN: 7.863 G_L1: 4.694 D_real: 0.251 D_fake: 0.000 +(epoch: 50, iters: 17716, time: 0.306, data: 0.019) G_GAN: 5.668 G_L1: 6.434 D_real: 0.021 D_fake: 0.040 +(epoch: 50, iters: 17816, time: 0.301, data: 0.022) G_GAN: 4.875 G_L1: 3.473 D_real: 0.058 D_fake: 0.148 +(epoch: 50, iters: 17916, time: 0.303, data: 0.019) G_GAN: 6.316 G_L1: 6.964 D_real: 0.001 D_fake: 0.040 +(epoch: 50, iters: 18016, time: 0.425, data: 0.019) G_GAN: 6.959 G_L1: 5.253 D_real: 0.000 D_fake: 0.012 +(epoch: 50, iters: 18116, time: 0.297, data: 0.017) G_GAN: 6.294 G_L1: 4.413 D_real: 0.014 D_fake: 0.007 +(epoch: 50, iters: 18216, time: 0.294, data: 0.018) G_GAN: 3.979 G_L1: 2.972 D_real: 0.003 D_fake: 0.182 +(epoch: 50, iters: 18316, time: 0.303, data: 0.018) G_GAN: 4.956 G_L1: 7.137 D_real: 0.012 D_fake: 0.051 +(epoch: 50, iters: 18416, time: 0.408, data: 0.018) G_GAN: 4.065 G_L1: 3.698 D_real: 0.006 D_fake: 0.049 +(epoch: 50, iters: 18516, time: 0.292, data: 0.017) G_GAN: 6.287 G_L1: 3.616 D_real: 0.003 D_fake: 0.008 +(epoch: 50, iters: 18616, time: 0.288, data: 0.017) G_GAN: 5.845 G_L1: 6.234 D_real: 0.115 D_fake: 0.043 +(epoch: 50, iters: 18716, time: 0.303, data: 0.018) G_GAN: 7.395 G_L1: 8.389 D_real: 0.019 D_fake: 0.011 +(epoch: 50, iters: 18816, time: 0.401, data: 0.019) G_GAN: 6.660 G_L1: 5.258 D_real: 0.005 D_fake: 0.007 +(epoch: 50, iters: 18916, time: 0.303, data: 0.017) G_GAN: 6.043 G_L1: 3.131 D_real: 0.001 D_fake: 0.026 +(epoch: 50, iters: 19016, time: 0.289, data: 0.019) G_GAN: 6.009 G_L1: 4.467 D_real: 0.003 D_fake: 0.013 +(epoch: 50, iters: 19116, time: 0.292, data: 0.017) G_GAN: 4.204 G_L1: 3.806 D_real: 0.241 D_fake: 0.038 +(epoch: 50, iters: 19216, time: 0.519, data: 0.017) G_GAN: 5.018 G_L1: 4.738 D_real: 0.004 D_fake: 0.038 +(epoch: 50, iters: 19316, time: 0.304, data: 0.018) G_GAN: 7.786 G_L1: 6.661 D_real: 0.007 D_fake: 0.072 +(epoch: 50, iters: 19416, time: 0.311, data: 0.020) G_GAN: 4.524 G_L1: 3.631 D_real: 0.075 D_fake: 0.039 +(epoch: 50, iters: 19516, time: 0.294, data: 0.018) G_GAN: 4.897 G_L1: 4.000 D_real: 0.000 D_fake: 0.068 +(epoch: 50, iters: 19616, time: 0.418, data: 0.017) G_GAN: 5.504 G_L1: 4.752 D_real: 0.204 D_fake: 0.011 +(epoch: 50, iters: 19716, time: 0.302, data: 0.017) G_GAN: 8.218 G_L1: 5.051 D_real: 0.062 D_fake: 0.003 +(epoch: 50, iters: 19816, time: 0.300, data: 0.019) G_GAN: 5.311 G_L1: 3.548 D_real: 0.032 D_fake: 0.031 +(epoch: 50, iters: 19916, time: 0.292, data: 0.017) G_GAN: 5.251 G_L1: 4.262 D_real: 0.000 D_fake: 0.153 +(epoch: 50, iters: 20016, time: 0.419, data: 0.017) G_GAN: 5.428 G_L1: 5.067 D_real: 0.072 D_fake: 0.026 +(epoch: 50, iters: 20116, time: 0.302, data: 0.020) G_GAN: 6.587 G_L1: 2.460 D_real: 0.050 D_fake: 0.004 +(epoch: 50, iters: 20216, time: 0.299, data: 0.022) G_GAN: 5.458 G_L1: 6.901 D_real: 0.012 D_fake: 0.017 +(epoch: 50, iters: 20316, time: 0.303, data: 0.019) G_GAN: 6.644 G_L1: 3.320 D_real: 0.046 D_fake: 0.026 +(epoch: 50, iters: 20416, time: 0.406, data: 0.025) G_GAN: 6.016 G_L1: 3.958 D_real: 0.017 D_fake: 0.042 +(epoch: 50, iters: 20516, time: 0.304, data: 0.019) G_GAN: 5.647 G_L1: 4.794 D_real: 0.003 D_fake: 0.124 +(epoch: 50, iters: 20616, time: 0.303, data: 0.022) G_GAN: 3.809 G_L1: 6.905 D_real: 0.000 D_fake: 0.145 +(epoch: 50, iters: 20716, time: 0.297, data: 0.019) G_GAN: 4.736 G_L1: 4.639 D_real: 0.000 D_fake: 0.077 +(epoch: 50, iters: 20816, time: 0.432, data: 0.017) G_GAN: 7.310 G_L1: 5.095 D_real: 0.053 D_fake: 0.009 +(epoch: 50, iters: 20916, time: 0.294, data: 0.019) G_GAN: 4.269 G_L1: 5.352 D_real: 0.003 D_fake: 0.157 +(epoch: 50, iters: 21016, time: 0.300, data: 0.019) G_GAN: 7.163 G_L1: 3.005 D_real: 0.224 D_fake: 0.038 +(epoch: 50, iters: 21116, time: 0.301, data: 0.018) G_GAN: 6.803 G_L1: 4.065 D_real: 0.003 D_fake: 0.003 +(epoch: 50, iters: 21216, time: 0.588, data: 0.018) G_GAN: 4.564 G_L1: 7.035 D_real: 0.033 D_fake: 0.060 +(epoch: 50, iters: 21316, time: 0.285, data: 0.021) G_GAN: 6.657 G_L1: 4.990 D_real: 0.000 D_fake: 0.009 +(epoch: 50, iters: 21416, time: 0.303, data: 0.015) G_GAN: 4.650 G_L1: 7.154 D_real: 0.059 D_fake: 0.088 +(epoch: 50, iters: 21516, time: 0.302, data: 0.019) G_GAN: 3.964 G_L1: 6.272 D_real: 0.004 D_fake: 0.055 +(epoch: 50, iters: 21616, time: 0.415, data: 0.018) G_GAN: 5.250 G_L1: 5.535 D_real: 0.000 D_fake: 0.114 +(epoch: 50, iters: 21716, time: 0.301, data: 0.020) G_GAN: 7.174 G_L1: 4.948 D_real: 0.000 D_fake: 0.006 +(epoch: 50, iters: 21816, time: 0.302, data: 0.020) G_GAN: 5.132 G_L1: 3.300 D_real: 0.004 D_fake: 0.033 +(epoch: 50, iters: 21916, time: 0.297, data: 0.019) G_GAN: 7.502 G_L1: 6.477 D_real: 0.000 D_fake: 0.005 +(epoch: 50, iters: 22016, time: 0.405, data: 0.018) G_GAN: 5.301 G_L1: 4.969 D_real: 0.006 D_fake: 0.014 +(epoch: 50, iters: 22116, time: 0.287, data: 0.019) G_GAN: 7.832 G_L1: 5.328 D_real: 0.002 D_fake: 0.008 +(epoch: 50, iters: 22216, time: 0.302, data: 0.016) G_GAN: 5.799 G_L1: 5.307 D_real: 0.007 D_fake: 0.033 +(epoch: 50, iters: 22316, time: 0.297, data: 0.017) G_GAN: 7.599 G_L1: 3.936 D_real: 0.001 D_fake: 0.004 +(epoch: 50, iters: 22416, time: 0.415, data: 0.018) G_GAN: 9.016 G_L1: 7.212 D_real: 0.005 D_fake: 0.001 +(epoch: 50, iters: 22516, time: 0.301, data: 0.021) G_GAN: 5.036 G_L1: 3.373 D_real: 0.001 D_fake: 0.078 +(epoch: 50, iters: 22616, time: 0.303, data: 0.018) G_GAN: 6.069 G_L1: 3.664 D_real: 0.026 D_fake: 0.004 +(epoch: 50, iters: 22716, time: 0.291, data: 0.018) G_GAN: 3.896 G_L1: 4.278 D_real: 0.000 D_fake: 0.107 +(epoch: 50, iters: 22816, time: 0.427, data: 0.020) G_GAN: 5.722 G_L1: 5.479 D_real: 0.003 D_fake: 0.074 +(epoch: 50, iters: 22916, time: 0.304, data: 0.018) G_GAN: 3.903 G_L1: 4.137 D_real: 0.001 D_fake: 0.060 +(epoch: 50, iters: 23016, time: 0.300, data: 0.021) G_GAN: 4.537 G_L1: 7.211 D_real: 0.000 D_fake: 0.062 +(epoch: 50, iters: 23116, time: 0.302, data: 0.018) G_GAN: 5.342 G_L1: 4.123 D_real: 0.000 D_fake: 0.009 +(epoch: 50, iters: 23216, time: 0.572, data: 0.018) G_GAN: 5.472 G_L1: 9.429 D_real: 0.000 D_fake: 0.039 +(epoch: 50, iters: 23316, time: 0.299, data: 0.017) G_GAN: 3.795 G_L1: 4.167 D_real: 0.000 D_fake: 0.107 +(epoch: 50, iters: 23416, time: 0.282, data: 0.018) G_GAN: 4.565 G_L1: 4.240 D_real: 0.000 D_fake: 0.051 +(epoch: 50, iters: 23516, time: 0.289, data: 0.021) G_GAN: 4.740 G_L1: 3.535 D_real: 0.000 D_fake: 0.205 +(epoch: 50, iters: 23616, time: 0.421, data: 0.018) G_GAN: 4.365 G_L1: 5.525 D_real: 0.004 D_fake: 0.533 +(epoch: 50, iters: 23716, time: 0.286, data: 0.019) G_GAN: 4.973 G_L1: 4.334 D_real: 0.000 D_fake: 0.161 +(epoch: 50, iters: 23816, time: 0.294, data: 0.017) G_GAN: 3.308 G_L1: 4.986 D_real: 0.000 D_fake: 0.206 +(epoch: 50, iters: 23916, time: 0.276, data: 0.017) G_GAN: 7.450 G_L1: 10.243 D_real: 0.000 D_fake: 0.008 +(epoch: 50, iters: 24016, time: 0.426, data: 0.016) G_GAN: 7.577 G_L1: 7.103 D_real: 0.000 D_fake: 0.387 +(epoch: 50, iters: 24116, time: 0.303, data: 0.020) G_GAN: 5.972 G_L1: 3.896 D_real: 0.006 D_fake: 0.030 +(epoch: 50, iters: 24216, time: 0.294, data: 0.020) G_GAN: 2.665 G_L1: 6.034 D_real: 0.000 D_fake: 0.334 +(epoch: 50, iters: 24316, time: 0.282, data: 0.019) G_GAN: 4.654 G_L1: 2.826 D_real: 0.001 D_fake: 0.179 +(epoch: 50, iters: 24416, time: 0.428, data: 0.020) G_GAN: 4.503 G_L1: 5.510 D_real: 0.000 D_fake: 0.178 +(epoch: 50, iters: 24516, time: 0.307, data: 0.020) G_GAN: 4.063 G_L1: 4.291 D_real: 0.001 D_fake: 0.016 +(epoch: 50, iters: 24616, time: 0.292, data: 0.019) G_GAN: 5.095 G_L1: 6.944 D_real: 0.000 D_fake: 0.455 +(epoch: 50, iters: 24716, time: 0.302, data: 0.020) G_GAN: 3.176 G_L1: 4.611 D_real: 0.000 D_fake: 0.327 +(epoch: 50, iters: 24816, time: 0.401, data: 0.020) G_GAN: 3.052 G_L1: 3.646 D_real: 0.000 D_fake: 0.073 +(epoch: 50, iters: 24916, time: 0.302, data: 0.017) G_GAN: 3.936 G_L1: 5.788 D_real: 0.000 D_fake: 0.041 +(epoch: 50, iters: 25016, time: 0.306, data: 0.020) G_GAN: 4.458 G_L1: 7.270 D_real: 0.000 D_fake: 0.075 +(epoch: 50, iters: 25116, time: 0.298, data: 0.019) G_GAN: 3.606 G_L1: 4.697 D_real: 0.000 D_fake: 0.078 +(epoch: 50, iters: 25216, time: 0.527, data: 0.019) G_GAN: 6.019 G_L1: 8.225 D_real: 0.000 D_fake: 0.092 +(epoch: 50, iters: 25316, time: 0.292, data: 0.018) G_GAN: 3.167 G_L1: 4.099 D_real: 0.001 D_fake: 0.183 +(epoch: 50, iters: 25416, time: 0.293, data: 0.017) G_GAN: 4.289 G_L1: 6.203 D_real: 0.000 D_fake: 0.101 +(epoch: 50, iters: 25516, time: 0.293, data: 0.019) G_GAN: 2.668 G_L1: 4.539 D_real: 0.000 D_fake: 0.148 +(epoch: 50, iters: 25616, time: 0.394, data: 0.018) G_GAN: 0.925 G_L1: 4.273 D_real: 0.001 D_fake: 0.079 +(epoch: 50, iters: 25716, time: 0.287, data: 0.019) G_GAN: 2.609 G_L1: 4.254 D_real: 0.000 D_fake: 0.837 +(epoch: 50, iters: 25816, time: 0.298, data: 0.016) G_GAN: 3.826 G_L1: 4.680 D_real: 0.001 D_fake: 0.407 +(epoch: 50, iters: 25916, time: 0.306, data: 0.018) G_GAN: 4.074 G_L1: 5.172 D_real: 0.000 D_fake: 0.159 +(epoch: 50, iters: 26016, time: 0.392, data: 0.018) G_GAN: 2.232 G_L1: 4.843 D_real: 0.000 D_fake: 0.514 +(epoch: 50, iters: 26116, time: 0.296, data: 0.018) G_GAN: 2.443 G_L1: 4.904 D_real: 0.000 D_fake: 0.422 +(epoch: 50, iters: 26216, time: 0.298, data: 0.018) G_GAN: 3.645 G_L1: 7.604 D_real: 0.000 D_fake: 0.233 +(epoch: 50, iters: 26316, time: 0.298, data: 0.021) G_GAN: 2.459 G_L1: 6.447 D_real: 0.002 D_fake: 0.354 +(epoch: 50, iters: 26416, time: 0.426, data: 0.020) G_GAN: 1.769 G_L1: 4.751 D_real: 0.000 D_fake: 0.313 +(epoch: 50, iters: 26516, time: 0.299, data: 0.019) G_GAN: 1.787 G_L1: 4.285 D_real: 0.000 D_fake: 0.143 +(epoch: 50, iters: 26616, time: 0.301, data: 0.019) G_GAN: 2.821 G_L1: 5.414 D_real: 0.000 D_fake: 0.926 +(epoch: 50, iters: 26716, time: 0.305, data: 0.018) G_GAN: 2.381 G_L1: 5.522 D_real: 0.000 D_fake: 0.258 +(epoch: 50, iters: 26816, time: 0.405, data: 0.022) G_GAN: 4.658 G_L1: 4.544 D_real: 0.000 D_fake: 0.088 +(epoch: 50, iters: 26916, time: 0.299, data: 0.020) G_GAN: 3.839 G_L1: 5.282 D_real: 0.001 D_fake: 0.149 +(epoch: 50, iters: 27016, time: 0.300, data: 0.020) G_GAN: 2.247 G_L1: 4.831 D_real: 0.000 D_fake: 0.228 +(epoch: 50, iters: 27116, time: 0.298, data: 0.018) G_GAN: 3.021 G_L1: 4.742 D_real: 0.000 D_fake: 0.329 +(epoch: 50, iters: 27216, time: 0.586, data: 0.018) G_GAN: 3.667 G_L1: 4.551 D_real: 0.000 D_fake: 0.200 +(epoch: 50, iters: 27316, time: 0.296, data: 0.019) G_GAN: 2.409 G_L1: 4.703 D_real: 0.001 D_fake: 0.181 +(epoch: 50, iters: 27416, time: 0.303, data: 0.021) G_GAN: 2.721 G_L1: 3.966 D_real: 0.000 D_fake: 0.604 +(epoch: 50, iters: 27516, time: 0.295, data: 0.018) G_GAN: 2.453 G_L1: 4.568 D_real: 0.000 D_fake: 0.347 +(epoch: 50, iters: 27616, time: 0.393, data: 0.018) G_GAN: 1.553 G_L1: 4.187 D_real: 0.000 D_fake: 0.430 +(epoch: 50, iters: 27716, time: 0.297, data: 0.019) G_GAN: 2.468 G_L1: 9.915 D_real: 0.000 D_fake: 0.571 +(epoch: 50, iters: 27816, time: 0.304, data: 0.019) G_GAN: 3.379 G_L1: 5.143 D_real: 0.000 D_fake: 1.111 +(epoch: 50, iters: 27916, time: 0.302, data: 0.018) G_GAN: 2.514 G_L1: 5.622 D_real: 0.000 D_fake: 0.268 +(epoch: 50, iters: 28016, time: 0.416, data: 0.020) G_GAN: 3.079 G_L1: 5.197 D_real: 0.001 D_fake: 0.177 +(epoch: 50, iters: 28116, time: 0.296, data: 0.019) G_GAN: 1.936 G_L1: 4.512 D_real: 0.000 D_fake: 0.275 +(epoch: 50, iters: 28216, time: 0.300, data: 0.019) G_GAN: 2.644 G_L1: 5.005 D_real: 0.000 D_fake: 0.358 +(epoch: 50, iters: 28316, time: 0.304, data: 0.019) G_GAN: 2.739 G_L1: 4.935 D_real: 0.000 D_fake: 1.041 +(epoch: 50, iters: 28416, time: 0.417, data: 0.019) G_GAN: 3.560 G_L1: 6.890 D_real: 0.000 D_fake: 0.193 +(epoch: 50, iters: 28516, time: 0.306, data: 0.019) G_GAN: 2.117 G_L1: 4.879 D_real: 0.001 D_fake: 0.489 +(epoch: 50, iters: 28616, time: 0.307, data: 0.019) G_GAN: 3.179 G_L1: 5.298 D_real: 0.000 D_fake: 0.262 +(epoch: 50, iters: 28716, time: 0.304, data: 0.020) G_GAN: 2.570 G_L1: 4.672 D_real: 0.000 D_fake: 0.248 +(epoch: 50, iters: 28816, time: 0.409, data: 0.019) G_GAN: 2.646 G_L1: 3.855 D_real: 0.000 D_fake: 0.241 +(epoch: 50, iters: 28916, time: 0.295, data: 0.019) G_GAN: 1.701 G_L1: 4.573 D_real: 0.000 D_fake: 0.444 +(epoch: 50, iters: 29016, time: 0.293, data: 0.018) G_GAN: 1.228 G_L1: 3.904 D_real: 0.000 D_fake: 0.507 +(epoch: 50, iters: 29116, time: 0.303, data: 0.018) G_GAN: 4.022 G_L1: 5.754 D_real: 0.000 D_fake: 0.550 +(epoch: 50, iters: 29216, time: 0.560, data: 0.019) G_GAN: 2.433 G_L1: 13.162 D_real: 0.000 D_fake: 0.508 +(epoch: 50, iters: 29316, time: 0.303, data: 0.019) G_GAN: 1.697 G_L1: 4.034 D_real: 0.001 D_fake: 0.549 +(epoch: 50, iters: 29416, time: 0.275, data: 0.019) G_GAN: 1.330 G_L1: 4.664 D_real: 0.000 D_fake: 1.173 +(epoch: 50, iters: 29516, time: 0.299, data: 0.019) G_GAN: 2.430 G_L1: 7.095 D_real: 0.000 D_fake: 0.535 +(epoch: 50, iters: 29616, time: 0.419, data: 0.019) G_GAN: 2.494 G_L1: 4.681 D_real: 0.000 D_fake: 0.114 +(epoch: 50, iters: 29716, time: 0.291, data: 0.019) G_GAN: 3.200 G_L1: 4.850 D_real: 0.000 D_fake: 0.638 +(epoch: 50, iters: 29816, time: 0.308, data: 0.017) G_GAN: 1.781 G_L1: 3.966 D_real: 0.000 D_fake: 0.435 +(epoch: 50, iters: 29916, time: 0.302, data: 0.020) G_GAN: 2.671 G_L1: 9.098 D_real: 0.000 D_fake: 0.540 +(epoch: 50, iters: 30016, time: 0.414, data: 0.018) G_GAN: 2.256 G_L1: 6.922 D_real: 0.000 D_fake: 0.279 +(epoch: 50, iters: 30116, time: 0.298, data: 0.018) G_GAN: 2.440 G_L1: 5.690 D_real: 0.005 D_fake: 0.277 +(epoch: 50, iters: 30216, time: 0.297, data: 0.019) G_GAN: 2.713 G_L1: 4.192 D_real: 0.001 D_fake: 0.315 +(epoch: 50, iters: 30316, time: 0.297, data: 0.018) G_GAN: 2.247 G_L1: 4.520 D_real: 0.000 D_fake: 0.359 +(epoch: 50, iters: 30416, time: 0.410, data: 0.017) G_GAN: 2.045 G_L1: 7.453 D_real: 0.000 D_fake: 0.718 +(epoch: 50, iters: 30516, time: 0.302, data: 0.020) G_GAN: 2.393 G_L1: 5.248 D_real: 0.001 D_fake: 0.237 +(epoch: 50, iters: 30616, time: 0.295, data: 0.019) G_GAN: 1.449 G_L1: 4.046 D_real: 0.000 D_fake: 0.532 +(epoch: 50, iters: 30716, time: 0.294, data: 0.019) G_GAN: 2.998 G_L1: 4.790 D_real: 0.000 D_fake: 0.091 +(epoch: 50, iters: 30816, time: 0.416, data: 0.019) G_GAN: 2.991 G_L1: 4.488 D_real: 0.000 D_fake: 0.200 +(epoch: 50, iters: 30916, time: 0.301, data: 0.018) G_GAN: 2.498 G_L1: 4.427 D_real: 0.000 D_fake: 0.294 +(epoch: 50, iters: 31016, time: 0.293, data: 0.020) G_GAN: 2.024 G_L1: 3.640 D_real: 0.000 D_fake: 0.442 +(epoch: 50, iters: 31116, time: 0.302, data: 0.018) G_GAN: 3.186 G_L1: 5.154 D_real: 0.000 D_fake: 0.504 +(epoch: 50, iters: 31216, time: 0.519, data: 0.019) G_GAN: 2.145 G_L1: 4.460 D_real: 0.000 D_fake: 0.684 +(epoch: 50, iters: 31316, time: 0.303, data: 0.019) G_GAN: 3.004 G_L1: 5.389 D_real: 0.001 D_fake: 0.737 +(epoch: 50, iters: 31416, time: 0.302, data: 0.019) G_GAN: 3.824 G_L1: 4.488 D_real: 0.000 D_fake: 0.037 +(epoch: 50, iters: 31516, time: 0.293, data: 0.019) G_GAN: 1.856 G_L1: 4.370 D_real: 0.000 D_fake: 0.389 +(epoch: 50, iters: 31616, time: 0.421, data: 0.019) G_GAN: 3.119 G_L1: 6.662 D_real: 0.001 D_fake: 0.333 +(epoch: 50, iters: 31716, time: 0.301, data: 0.020) G_GAN: 2.129 G_L1: 4.518 D_real: 0.000 D_fake: 0.485 +(epoch: 50, iters: 31816, time: 0.300, data: 0.017) G_GAN: 3.405 G_L1: 7.378 D_real: 0.000 D_fake: 0.197 +(epoch: 50, iters: 31916, time: 0.297, data: 0.019) G_GAN: 2.106 G_L1: 6.429 D_real: 0.003 D_fake: 0.420 +(epoch: 50, iters: 32016, time: 0.426, data: 0.019) G_GAN: 1.686 G_L1: 4.382 D_real: 0.000 D_fake: 0.716 +(epoch: 50, iters: 32116, time: 0.304, data: 0.020) G_GAN: 2.366 G_L1: 5.777 D_real: 0.002 D_fake: 0.603 +(epoch: 50, iters: 32216, time: 0.295, data: 0.018) G_GAN: 1.886 G_L1: 4.062 D_real: 0.003 D_fake: 0.422 +(epoch: 50, iters: 32316, time: 0.301, data: 0.018) G_GAN: 2.405 G_L1: 4.456 D_real: 0.000 D_fake: 0.298 +(epoch: 50, iters: 32416, time: 0.407, data: 0.019) G_GAN: 1.915 G_L1: 4.921 D_real: 0.000 D_fake: 0.349 +(epoch: 50, iters: 32516, time: 0.301, data: 0.018) G_GAN: 2.448 G_L1: 5.554 D_real: 0.000 D_fake: 0.330 +(epoch: 50, iters: 32616, time: 0.297, data: 0.019) G_GAN: 1.806 G_L1: 3.942 D_real: 0.001 D_fake: 0.893 +(epoch: 50, iters: 32716, time: 0.289, data: 0.017) G_GAN: 2.498 G_L1: 4.285 D_real: 0.001 D_fake: 0.469 +(epoch: 50, iters: 32816, time: 0.397, data: 0.019) G_GAN: 2.406 G_L1: 3.209 D_real: 0.001 D_fake: 0.775 +(epoch: 50, iters: 32916, time: 0.295, data: 0.020) G_GAN: 1.979 G_L1: 5.031 D_real: 0.000 D_fake: 0.385 +(epoch: 50, iters: 33016, time: 0.301, data: 0.023) G_GAN: 1.203 G_L1: 5.075 D_real: 0.000 D_fake: 0.892 +(epoch: 50, iters: 33116, time: 0.300, data: 0.019) G_GAN: 2.490 G_L1: 5.855 D_real: 0.000 D_fake: 0.635 +(epoch: 50, iters: 33216, time: 0.591, data: 0.019) G_GAN: 2.333 G_L1: 6.811 D_real: 0.000 D_fake: 0.589 +(epoch: 50, iters: 33316, time: 0.292, data: 0.018) G_GAN: 2.490 G_L1: 6.904 D_real: 0.006 D_fake: 0.247 +(epoch: 50, iters: 33416, time: 0.280, data: 0.018) G_GAN: 1.545 G_L1: 4.488 D_real: 0.000 D_fake: 0.486 +(epoch: 50, iters: 33516, time: 0.297, data: 0.019) G_GAN: 1.548 G_L1: 4.483 D_real: 0.000 D_fake: 0.527 +(epoch: 50, iters: 33616, time: 0.409, data: 0.016) G_GAN: 2.541 G_L1: 3.396 D_real: 0.000 D_fake: 0.256 +(epoch: 50, iters: 33716, time: 0.290, data: 0.018) G_GAN: 2.489 G_L1: 6.447 D_real: 0.000 D_fake: 0.404 +(epoch: 50, iters: 33816, time: 0.300, data: 0.017) G_GAN: 1.200 G_L1: 5.364 D_real: 0.002 D_fake: 0.343 +(epoch: 50, iters: 33916, time: 0.302, data: 0.020) G_GAN: 1.906 G_L1: 4.602 D_real: 0.000 D_fake: 0.454 +(epoch: 50, iters: 34016, time: 0.396, data: 0.019) G_GAN: 1.661 G_L1: 4.841 D_real: 0.000 D_fake: 0.888 +(epoch: 50, iters: 34116, time: 0.293, data: 0.019) G_GAN: 1.522 G_L1: 4.243 D_real: 0.000 D_fake: 0.631 +(epoch: 50, iters: 34216, time: 0.305, data: 0.018) G_GAN: 1.354 G_L1: 4.793 D_real: 0.001 D_fake: 0.620 +(epoch: 50, iters: 34316, time: 0.287, data: 0.020) G_GAN: 2.373 G_L1: 13.229 D_real: 0.003 D_fake: 0.538 +(epoch: 50, iters: 34416, time: 0.411, data: 0.018) G_GAN: 2.143 G_L1: 4.895 D_real: 0.000 D_fake: 0.233 +(epoch: 50, iters: 34516, time: 0.297, data: 0.018) G_GAN: 3.093 G_L1: 5.332 D_real: 0.020 D_fake: 0.188 +(epoch: 50, iters: 34616, time: 0.298, data: 0.031) G_GAN: 3.329 G_L1: 5.526 D_real: 0.001 D_fake: 0.278 +(epoch: 50, iters: 34716, time: 0.298, data: 0.018) G_GAN: 2.207 G_L1: 7.795 D_real: 0.000 D_fake: 0.592 +(epoch: 50, iters: 34816, time: 0.417, data: 0.019) G_GAN: 3.508 G_L1: 7.593 D_real: 0.000 D_fake: 1.309 +(epoch: 50, iters: 34916, time: 0.296, data: 0.017) G_GAN: 2.838 G_L1: 12.339 D_real: 0.000 D_fake: 0.658 +(epoch: 50, iters: 35016, time: 0.304, data: 0.018) G_GAN: 1.420 G_L1: 4.155 D_real: 0.000 D_fake: 0.864 +(epoch: 50, iters: 35116, time: 0.304, data: 0.020) G_GAN: 2.054 G_L1: 5.877 D_real: 0.000 D_fake: 0.532 +(epoch: 50, iters: 35216, time: 0.543, data: 0.020) G_GAN: 2.804 G_L1: 6.373 D_real: 0.000 D_fake: 0.060 +(epoch: 50, iters: 35316, time: 0.290, data: 0.022) G_GAN: 1.356 G_L1: 5.259 D_real: 0.000 D_fake: 0.653 +(epoch: 50, iters: 35416, time: 0.290, data: 0.021) G_GAN: 2.032 G_L1: 5.875 D_real: 0.000 D_fake: 0.475 +(epoch: 50, iters: 35516, time: 0.287, data: 0.020) G_GAN: 2.112 G_L1: 6.092 D_real: 0.013 D_fake: 0.550 +(epoch: 50, iters: 35616, time: 0.424, data: 0.018) G_GAN: 1.919 G_L1: 5.268 D_real: 0.000 D_fake: 0.319 +(epoch: 50, iters: 35716, time: 0.293, data: 0.020) G_GAN: 2.387 G_L1: 4.337 D_real: 0.001 D_fake: 0.320 +(epoch: 50, iters: 35816, time: 0.290, data: 0.018) G_GAN: 1.691 G_L1: 4.763 D_real: 0.000 D_fake: 0.672 +(epoch: 50, iters: 35916, time: 0.296, data: 0.018) G_GAN: 1.374 G_L1: 5.105 D_real: 0.001 D_fake: 0.879 +(epoch: 50, iters: 36016, time: 0.384, data: 0.019) G_GAN: 1.200 G_L1: 3.755 D_real: 0.001 D_fake: 0.650 +(epoch: 50, iters: 36116, time: 0.298, data: 0.019) G_GAN: 2.069 G_L1: 4.687 D_real: 0.000 D_fake: 0.199 +(epoch: 50, iters: 36216, time: 0.303, data: 0.021) G_GAN: 2.060 G_L1: 5.633 D_real: 0.000 D_fake: 0.432 +(epoch: 50, iters: 36316, time: 0.295, data: 0.018) G_GAN: 2.332 G_L1: 9.560 D_real: 0.001 D_fake: 0.679 +(epoch: 50, iters: 36416, time: 0.414, data: 0.018) G_GAN: 1.474 G_L1: 5.151 D_real: 0.000 D_fake: 0.579 +(epoch: 50, iters: 36516, time: 0.305, data: 0.017) G_GAN: 2.970 G_L1: 5.056 D_real: 0.000 D_fake: 0.487 +(epoch: 50, iters: 36616, time: 0.302, data: 0.019) G_GAN: 1.913 G_L1: 5.875 D_real: 0.000 D_fake: 0.770 +(epoch: 50, iters: 36716, time: 0.288, data: 0.018) G_GAN: 1.656 G_L1: 6.239 D_real: 0.000 D_fake: 0.662 +(epoch: 50, iters: 36816, time: 0.393, data: 0.016) G_GAN: 0.990 G_L1: 4.770 D_real: 0.000 D_fake: 1.725 +(epoch: 50, iters: 36916, time: 0.300, data: 0.018) G_GAN: 2.017 G_L1: 4.731 D_real: 0.000 D_fake: 0.341 +(epoch: 50, iters: 37016, time: 0.292, data: 0.018) G_GAN: 1.298 G_L1: 3.615 D_real: 0.010 D_fake: 0.527 +(epoch: 50, iters: 37116, time: 0.292, data: 0.017) G_GAN: 1.858 G_L1: 4.456 D_real: 0.001 D_fake: 0.682 +(epoch: 50, iters: 37216, time: 0.591, data: 0.018) G_GAN: 1.921 G_L1: 4.554 D_real: 0.001 D_fake: 0.467 +(epoch: 50, iters: 37316, time: 0.292, data: 0.017) G_GAN: 2.709 G_L1: 4.757 D_real: 0.000 D_fake: 1.018 +(epoch: 50, iters: 37416, time: 0.280, data: 0.019) G_GAN: 1.577 G_L1: 3.956 D_real: 0.003 D_fake: 0.827 +(epoch: 50, iters: 37516, time: 0.296, data: 0.018) G_GAN: 1.572 G_L1: 3.731 D_real: 0.001 D_fake: 0.162 +(epoch: 50, iters: 37616, time: 0.404, data: 0.019) G_GAN: 1.787 G_L1: 3.942 D_real: 0.000 D_fake: 0.692 +(epoch: 50, iters: 37716, time: 0.304, data: 0.017) G_GAN: 1.725 G_L1: 3.479 D_real: 0.003 D_fake: 0.560 +(epoch: 50, iters: 37816, time: 0.287, data: 0.019) G_GAN: 1.749 G_L1: 6.138 D_real: 0.000 D_fake: 1.085 +(epoch: 50, iters: 37916, time: 0.296, data: 0.019) G_GAN: 1.275 G_L1: 4.178 D_real: 0.000 D_fake: 0.566 +(epoch: 50, iters: 38016, time: 0.380, data: 0.017) G_GAN: 2.706 G_L1: 5.501 D_real: 0.000 D_fake: 0.260 +(epoch: 50, iters: 38116, time: 0.305, data: 0.022) G_GAN: 1.973 G_L1: 4.691 D_real: 0.002 D_fake: 0.474 +(epoch: 50, iters: 38216, time: 0.289, data: 0.020) G_GAN: 1.377 G_L1: 5.883 D_real: 0.000 D_fake: 0.754 +(epoch: 50, iters: 38316, time: 0.308, data: 0.019) G_GAN: 2.440 G_L1: 4.169 D_real: 0.000 D_fake: 0.319 +(epoch: 50, iters: 38416, time: 0.406, data: 0.019) G_GAN: 1.749 G_L1: 4.525 D_real: 0.000 D_fake: 0.619 +(epoch: 50, iters: 38516, time: 0.298, data: 0.018) G_GAN: 2.027 G_L1: 4.143 D_real: 0.000 D_fake: 0.374 +(epoch: 50, iters: 38616, time: 0.292, data: 0.017) G_GAN: 1.478 G_L1: 5.191 D_real: 0.000 D_fake: 0.268 +(epoch: 50, iters: 38716, time: 0.289, data: 0.020) G_GAN: 2.479 G_L1: 2.977 D_real: 0.000 D_fake: 0.146 +(epoch: 50, iters: 38816, time: 0.410, data: 0.018) G_GAN: 1.932 G_L1: 4.066 D_real: 0.004 D_fake: 0.326 +(epoch: 50, iters: 38916, time: 0.300, data: 0.017) G_GAN: 2.129 G_L1: 3.921 D_real: 0.000 D_fake: 0.261 +(epoch: 50, iters: 39016, time: 0.291, data: 0.017) G_GAN: 1.228 G_L1: 6.227 D_real: 0.000 D_fake: 0.927 +(epoch: 50, iters: 39116, time: 0.305, data: 0.018) G_GAN: 1.937 G_L1: 5.535 D_real: 0.023 D_fake: 0.370 +(epoch: 50, iters: 39216, time: 0.559, data: 0.019) G_GAN: 2.508 G_L1: 5.703 D_real: 0.004 D_fake: 0.288 +(epoch: 50, iters: 39316, time: 0.302, data: 0.019) G_GAN: 0.825 G_L1: 4.011 D_real: 0.000 D_fake: 0.801 +(epoch: 50, iters: 39416, time: 0.289, data: 0.019) G_GAN: 1.948 G_L1: 4.889 D_real: 0.001 D_fake: 0.396 +(epoch: 50, iters: 39516, time: 0.301, data: 0.022) G_GAN: 1.439 G_L1: 5.266 D_real: 0.000 D_fake: 0.563 +(epoch: 50, iters: 39616, time: 0.411, data: 0.019) G_GAN: 1.667 G_L1: 6.962 D_real: 0.001 D_fake: 0.286 +(epoch: 50, iters: 39716, time: 0.296, data: 0.018) G_GAN: 2.462 G_L1: 5.033 D_real: 0.000 D_fake: 0.309 +(epoch: 50, iters: 39816, time: 0.278, data: 0.020) G_GAN: 2.110 G_L1: 4.043 D_real: 0.056 D_fake: 0.497 +(epoch: 50, iters: 39916, time: 0.283, data: 0.017) G_GAN: 1.934 G_L1: 6.684 D_real: 0.005 D_fake: 0.459 +(epoch: 50, iters: 40016, time: 0.404, data: 0.017) G_GAN: 1.098 G_L1: 4.255 D_real: 0.001 D_fake: 0.799 +(epoch: 50, iters: 40116, time: 0.298, data: 0.022) G_GAN: 1.387 G_L1: 4.219 D_real: 0.003 D_fake: 0.483 +(epoch: 50, iters: 40216, time: 0.296, data: 0.021) G_GAN: 1.328 G_L1: 3.962 D_real: 0.000 D_fake: 0.366 +(epoch: 50, iters: 40316, time: 0.297, data: 0.022) G_GAN: 1.327 G_L1: 5.915 D_real: 0.000 D_fake: 0.596 +(epoch: 50, iters: 40416, time: 0.410, data: 0.019) G_GAN: 1.541 G_L1: 4.413 D_real: 0.000 D_fake: 0.427 +(epoch: 50, iters: 40516, time: 0.294, data: 0.019) G_GAN: 1.100 G_L1: 4.544 D_real: 0.001 D_fake: 0.913 +(epoch: 50, iters: 40616, time: 0.294, data: 0.019) G_GAN: 1.172 G_L1: 5.532 D_real: 0.000 D_fake: 0.542 +(epoch: 50, iters: 40716, time: 0.304, data: 0.018) G_GAN: 1.584 G_L1: 5.175 D_real: 0.001 D_fake: 0.558 +(epoch: 50, iters: 40816, time: 0.412, data: 0.019) G_GAN: 0.911 G_L1: 4.837 D_real: 0.000 D_fake: 0.929 +(epoch: 50, iters: 40916, time: 0.299, data: 0.018) G_GAN: 1.023 G_L1: 4.192 D_real: 0.000 D_fake: 0.714 +(epoch: 50, iters: 41016, time: 0.294, data: 0.021) G_GAN: 2.085 G_L1: 3.757 D_real: 0.005 D_fake: 0.209 +(epoch: 50, iters: 41116, time: 0.280, data: 0.021) G_GAN: 2.860 G_L1: 10.744 D_real: 0.001 D_fake: 0.164 +(epoch: 50, iters: 41216, time: 0.575, data: 0.020) G_GAN: 1.495 G_L1: 4.531 D_real: 0.000 D_fake: 0.589 +(epoch: 50, iters: 41316, time: 0.296, data: 0.019) G_GAN: 2.426 G_L1: 5.010 D_real: 0.001 D_fake: 0.176 +(epoch: 50, iters: 41416, time: 0.302, data: 0.020) G_GAN: 1.258 G_L1: 3.966 D_real: 0.001 D_fake: 0.582 +(epoch: 50, iters: 41516, time: 0.302, data: 0.019) G_GAN: 2.011 G_L1: 5.499 D_real: 0.000 D_fake: 0.305 +(epoch: 50, iters: 41616, time: 0.433, data: 0.019) G_GAN: 1.632 G_L1: 6.183 D_real: 0.000 D_fake: 0.500 +(epoch: 50, iters: 41716, time: 0.305, data: 0.019) G_GAN: 1.486 G_L1: 8.540 D_real: 0.001 D_fake: 0.444 +(epoch: 50, iters: 41816, time: 0.303, data: 0.020) G_GAN: 1.354 G_L1: 3.962 D_real: 0.000 D_fake: 0.500 +(epoch: 50, iters: 41916, time: 0.296, data: 0.019) G_GAN: 1.544 G_L1: 3.898 D_real: 0.001 D_fake: 0.411 +(epoch: 50, iters: 42016, time: 0.407, data: 0.019) G_GAN: 1.035 G_L1: 3.679 D_real: 0.005 D_fake: 0.567 +(epoch: 50, iters: 42116, time: 0.302, data: 0.018) G_GAN: 1.755 G_L1: 5.091 D_real: 0.000 D_fake: 0.273 +(epoch: 50, iters: 42216, time: 0.298, data: 0.018) G_GAN: 1.496 G_L1: 4.630 D_real: 0.000 D_fake: 0.414 +(epoch: 50, iters: 42316, time: 0.302, data: 0.018) G_GAN: 1.871 G_L1: 5.563 D_real: 0.000 D_fake: 0.448 +(epoch: 50, iters: 42416, time: 0.421, data: 0.018) G_GAN: 1.847 G_L1: 4.181 D_real: 0.000 D_fake: 0.237 +(epoch: 50, iters: 42516, time: 0.297, data: 0.019) G_GAN: 1.515 G_L1: 4.401 D_real: 0.000 D_fake: 0.573 +(epoch: 50, iters: 42616, time: 0.296, data: 0.029) G_GAN: 1.581 G_L1: 5.598 D_real: 0.000 D_fake: 0.721 +(epoch: 50, iters: 42716, time: 0.292, data: 0.020) G_GAN: 1.868 G_L1: 5.617 D_real: 0.002 D_fake: 0.269 +(epoch: 50, iters: 42816, time: 0.421, data: 0.018) G_GAN: 1.099 G_L1: 3.708 D_real: 0.001 D_fake: 0.893 +(epoch: 50, iters: 42916, time: 0.300, data: 0.019) G_GAN: 1.146 G_L1: 4.500 D_real: 0.021 D_fake: 1.120 +(epoch: 50, iters: 43016, time: 0.301, data: 0.017) G_GAN: 2.804 G_L1: 6.791 D_real: 0.002 D_fake: 0.178 +(epoch: 50, iters: 43116, time: 0.304, data: 0.019) G_GAN: 1.803 G_L1: 6.491 D_real: 0.001 D_fake: 0.287 +(epoch: 50, iters: 43216, time: 0.584, data: 0.018) G_GAN: 1.775 G_L1: 3.869 D_real: 0.000 D_fake: 0.332 +(epoch: 50, iters: 43316, time: 0.302, data: 0.018) G_GAN: 1.433 G_L1: 4.845 D_real: 0.001 D_fake: 0.865 +(epoch: 50, iters: 43416, time: 0.299, data: 0.019) G_GAN: 1.785 G_L1: 5.674 D_real: 0.001 D_fake: 0.465 +(epoch: 50, iters: 43516, time: 0.292, data: 0.018) G_GAN: 1.996 G_L1: 4.584 D_real: 0.000 D_fake: 0.240 +(epoch: 50, iters: 43616, time: 0.417, data: 0.018) G_GAN: 1.911 G_L1: 4.954 D_real: 0.000 D_fake: 0.594 +(epoch: 50, iters: 43716, time: 0.295, data: 0.019) G_GAN: 1.443 G_L1: 4.526 D_real: 0.000 D_fake: 0.528 +(epoch: 50, iters: 43816, time: 0.292, data: 0.020) G_GAN: 1.115 G_L1: 3.682 D_real: 0.000 D_fake: 0.661 +(epoch: 50, iters: 43916, time: 0.295, data: 0.018) G_GAN: 1.085 G_L1: 3.912 D_real: 0.000 D_fake: 0.780 +(epoch: 50, iters: 44016, time: 0.406, data: 0.018) G_GAN: 1.737 G_L1: 4.324 D_real: 0.000 D_fake: 0.624 +(epoch: 50, iters: 44116, time: 0.295, data: 0.021) G_GAN: 1.427 G_L1: 4.059 D_real: 0.009 D_fake: 0.501 +(epoch: 50, iters: 44216, time: 0.299, data: 0.019) G_GAN: 2.115 G_L1: 4.244 D_real: 0.000 D_fake: 0.430 +(epoch: 50, iters: 44316, time: 0.300, data: 0.020) G_GAN: 2.130 G_L1: 5.687 D_real: 0.014 D_fake: 0.200 +(epoch: 50, iters: 44416, time: 0.408, data: 0.020) G_GAN: 1.936 G_L1: 5.012 D_real: 0.000 D_fake: 0.348 +(epoch: 50, iters: 44516, time: 0.293, data: 0.018) G_GAN: 1.814 G_L1: 4.119 D_real: 0.001 D_fake: 0.269 +(epoch: 50, iters: 44616, time: 0.301, data: 0.017) G_GAN: 2.329 G_L1: 3.875 D_real: 0.005 D_fake: 0.282 +(epoch: 50, iters: 44716, time: 0.293, data: 0.018) G_GAN: 1.379 G_L1: 3.473 D_real: 0.014 D_fake: 0.613 +(epoch: 50, iters: 44816, time: 0.412, data: 0.019) G_GAN: 4.029 G_L1: 6.519 D_real: 0.019 D_fake: 0.384 +(epoch: 50, iters: 44916, time: 0.303, data: 0.021) G_GAN: 2.155 G_L1: 4.157 D_real: 0.110 D_fake: 0.646 +(epoch: 50, iters: 45016, time: 0.302, data: 0.018) G_GAN: 3.359 G_L1: 4.641 D_real: 0.286 D_fake: 0.064 +(epoch: 50, iters: 45116, time: 0.289, data: 0.019) G_GAN: 3.549 G_L1: 4.417 D_real: 0.084 D_fake: 0.194 +(epoch: 50, iters: 45216, time: 0.611, data: 0.020) G_GAN: 3.634 G_L1: 6.988 D_real: 0.019 D_fake: 0.089 +(epoch: 50, iters: 45316, time: 0.304, data: 0.018) G_GAN: 4.033 G_L1: 3.286 D_real: 0.955 D_fake: 0.254 +(epoch: 50, iters: 45416, time: 0.302, data: 0.018) G_GAN: 2.494 G_L1: 2.560 D_real: 0.395 D_fake: 0.168 +(epoch: 50, iters: 45516, time: 0.297, data: 0.019) G_GAN: 3.375 G_L1: 4.720 D_real: 0.041 D_fake: 0.166 +(epoch: 50, iters: 45616, time: 0.418, data: 0.019) G_GAN: 4.298 G_L1: 4.762 D_real: 0.250 D_fake: 0.082 +(epoch: 50, iters: 45716, time: 0.292, data: 0.020) G_GAN: 4.710 G_L1: 3.907 D_real: 0.734 D_fake: 0.015 +(epoch: 50, iters: 45816, time: 0.288, data: 0.018) G_GAN: 3.087 G_L1: 3.867 D_real: 0.076 D_fake: 0.150 +(epoch: 50, iters: 45916, time: 0.292, data: 0.016) G_GAN: 3.195 G_L1: 4.829 D_real: 0.609 D_fake: 0.063 +(epoch: 50, iters: 46016, time: 0.397, data: 0.018) G_GAN: 3.636 G_L1: 2.995 D_real: 0.031 D_fake: 0.117 +(epoch: 50, iters: 46116, time: 0.302, data: 0.018) G_GAN: 2.720 G_L1: 4.132 D_real: 0.160 D_fake: 0.138 +(epoch: 50, iters: 46216, time: 0.290, data: 0.018) G_GAN: 4.815 G_L1: 3.859 D_real: 0.036 D_fake: 0.048 +(epoch: 50, iters: 46316, time: 0.303, data: 0.020) G_GAN: 3.389 G_L1: 3.432 D_real: 0.164 D_fake: 0.062 +(epoch: 50, iters: 46416, time: 0.388, data: 0.019) G_GAN: 3.992 G_L1: 3.111 D_real: 0.084 D_fake: 0.090 +(epoch: 50, iters: 46516, time: 0.297, data: 0.020) G_GAN: 3.568 G_L1: 3.780 D_real: 0.016 D_fake: 0.193 +(epoch: 50, iters: 46616, time: 0.299, data: 0.018) G_GAN: 4.002 G_L1: 3.604 D_real: 0.239 D_fake: 0.049 +(epoch: 50, iters: 46716, time: 0.298, data: 0.018) G_GAN: 3.554 G_L1: 5.195 D_real: 0.073 D_fake: 0.106 +(epoch: 50, iters: 46816, time: 0.409, data: 0.021) G_GAN: 3.488 G_L1: 5.577 D_real: 0.107 D_fake: 0.074 +(epoch: 50, iters: 46916, time: 0.297, data: 0.018) G_GAN: 3.848 G_L1: 3.846 D_real: 0.008 D_fake: 0.133 +(epoch: 50, iters: 47016, time: 0.304, data: 0.018) G_GAN: 4.524 G_L1: 3.873 D_real: 0.038 D_fake: 0.033 +(epoch: 50, iters: 47116, time: 0.299, data: 0.018) G_GAN: 3.279 G_L1: 4.088 D_real: 0.154 D_fake: 0.108 +(epoch: 50, iters: 47216, time: 0.577, data: 0.018) G_GAN: 5.493 G_L1: 3.760 D_real: 0.052 D_fake: 0.019 +(epoch: 50, iters: 47316, time: 0.282, data: 0.021) G_GAN: 4.024 G_L1: 3.601 D_real: 0.164 D_fake: 0.127 +(epoch: 50, iters: 47416, time: 0.301, data: 0.018) G_GAN: 2.067 G_L1: 4.515 D_real: 0.935 D_fake: 0.155 +(epoch: 50, iters: 47516, time: 0.303, data: 0.020) G_GAN: 4.991 G_L1: 4.073 D_real: 0.127 D_fake: 0.142 +(epoch: 50, iters: 47616, time: 0.423, data: 0.019) G_GAN: 3.676 G_L1: 6.536 D_real: 0.145 D_fake: 0.044 +(epoch: 50, iters: 47716, time: 0.303, data: 0.019) G_GAN: 4.626 G_L1: 4.672 D_real: 0.012 D_fake: 0.117 +(epoch: 50, iters: 47816, time: 0.299, data: 0.018) G_GAN: 4.700 G_L1: 3.699 D_real: 0.053 D_fake: 0.112 +(epoch: 50, iters: 47916, time: 0.296, data: 0.019) G_GAN: 3.662 G_L1: 6.474 D_real: 0.034 D_fake: 0.125 +(epoch: 50, iters: 48016, time: 0.422, data: 0.018) G_GAN: 5.525 G_L1: 5.470 D_real: 0.009 D_fake: 0.009 +(epoch: 50, iters: 48116, time: 0.287, data: 0.020) G_GAN: 2.867 G_L1: 3.727 D_real: 0.008 D_fake: 0.704 +(epoch: 50, iters: 48216, time: 0.305, data: 0.018) G_GAN: 3.194 G_L1: 4.917 D_real: 0.064 D_fake: 0.203 +(epoch: 50, iters: 48316, time: 0.285, data: 0.017) G_GAN: 4.141 G_L1: 4.533 D_real: 0.068 D_fake: 0.103 +(epoch: 50, iters: 48416, time: 0.410, data: 0.018) G_GAN: 3.575 G_L1: 3.754 D_real: 0.052 D_fake: 0.110 +(epoch: 50, iters: 48516, time: 0.301, data: 0.019) G_GAN: 5.682 G_L1: 5.835 D_real: 0.030 D_fake: 0.124 +(epoch: 50, iters: 48616, time: 0.299, data: 0.018) G_GAN: 4.143 G_L1: 4.457 D_real: 0.029 D_fake: 0.180 +(epoch: 50, iters: 48716, time: 0.305, data: 0.019) G_GAN: 3.378 G_L1: 4.681 D_real: 0.045 D_fake: 0.543 +(epoch: 50, iters: 48816, time: 0.384, data: 0.019) G_GAN: 3.834 G_L1: 3.156 D_real: 0.008 D_fake: 0.097 +(epoch: 50, iters: 48916, time: 0.294, data: 0.018) G_GAN: 5.628 G_L1: 3.456 D_real: 0.189 D_fake: 0.044 +(epoch: 50, iters: 49016, time: 0.299, data: 0.018) G_GAN: 4.452 G_L1: 4.405 D_real: 0.056 D_fake: 0.058 +(epoch: 50, iters: 49116, time: 0.293, data: 0.019) G_GAN: 5.742 G_L1: 4.228 D_real: 0.001 D_fake: 0.011 +(epoch: 50, iters: 49216, time: 0.571, data: 0.017) G_GAN: 3.683 G_L1: 3.221 D_real: 0.014 D_fake: 0.081 +(epoch: 50, iters: 49316, time: 0.287, data: 0.019) G_GAN: 4.884 G_L1: 3.608 D_real: 0.000 D_fake: 0.022 +(epoch: 50, iters: 49416, time: 0.305, data: 0.017) G_GAN: 5.615 G_L1: 6.517 D_real: 0.184 D_fake: 0.044 +(epoch: 50, iters: 49516, time: 0.293, data: 0.019) G_GAN: 4.451 G_L1: 3.783 D_real: 0.009 D_fake: 0.129 +(epoch: 50, iters: 49616, time: 0.387, data: 0.020) G_GAN: 3.954 G_L1: 3.960 D_real: 0.086 D_fake: 0.130 +(epoch: 50, iters: 49716, time: 0.302, data: 0.019) G_GAN: 4.051 G_L1: 6.407 D_real: 0.060 D_fake: 0.032 +(epoch: 50, iters: 49816, time: 0.309, data: 0.019) G_GAN: 4.317 G_L1: 3.682 D_real: 0.223 D_fake: 0.062 +(epoch: 50, iters: 49916, time: 0.302, data: 0.019) G_GAN: 6.484 G_L1: 3.261 D_real: 0.037 D_fake: 0.013 +(epoch: 50, iters: 50016, time: 0.416, data: 0.019) G_GAN: 4.879 G_L1: 4.308 D_real: 0.023 D_fake: 0.033 +(epoch: 50, iters: 50116, time: 0.287, data: 0.019) G_GAN: 5.072 G_L1: 3.516 D_real: 0.173 D_fake: 0.034 +(epoch: 50, iters: 50216, time: 0.303, data: 0.017) G_GAN: 4.093 G_L1: 4.286 D_real: 0.054 D_fake: 0.059 +(epoch: 50, iters: 50316, time: 0.306, data: 0.023) G_GAN: 4.613 G_L1: 3.262 D_real: 0.207 D_fake: 0.055 +(epoch: 50, iters: 50416, time: 0.415, data: 0.023) G_GAN: 4.290 G_L1: 4.069 D_real: 0.017 D_fake: 0.037 +(epoch: 50, iters: 50516, time: 0.302, data: 0.027) G_GAN: 3.623 G_L1: 2.879 D_real: 0.586 D_fake: 0.052 +(epoch: 50, iters: 50616, time: 0.300, data: 0.017) G_GAN: 4.205 G_L1: 4.168 D_real: 0.009 D_fake: 0.057 +(epoch: 50, iters: 50716, time: 0.310, data: 0.019) G_GAN: 4.674 G_L1: 4.497 D_real: 0.019 D_fake: 0.026 +(epoch: 50, iters: 50816, time: 0.402, data: 0.019) G_GAN: 6.250 G_L1: 2.487 D_real: 0.035 D_fake: 0.029 +(epoch: 50, iters: 50916, time: 0.307, data: 0.018) G_GAN: 3.730 G_L1: 3.763 D_real: 0.091 D_fake: 0.043 +(epoch: 50, iters: 51016, time: 0.299, data: 0.019) G_GAN: 4.607 G_L1: 4.542 D_real: 0.071 D_fake: 0.049 +(epoch: 50, iters: 51116, time: 0.304, data: 0.018) G_GAN: 6.262 G_L1: 16.045 D_real: 0.006 D_fake: 0.030 +(epoch: 50, iters: 51216, time: 0.545, data: 0.020) G_GAN: 3.496 G_L1: 2.733 D_real: 0.113 D_fake: 0.053 +(epoch: 50, iters: 51316, time: 0.289, data: 0.019) G_GAN: 5.656 G_L1: 4.200 D_real: 0.015 D_fake: 0.012 +(epoch: 50, iters: 51416, time: 0.297, data: 0.018) G_GAN: 4.512 G_L1: 3.021 D_real: 0.018 D_fake: 0.040 +(epoch: 50, iters: 51516, time: 0.300, data: 0.018) G_GAN: 6.750 G_L1: 4.521 D_real: 0.001 D_fake: 0.007 +(epoch: 50, iters: 51616, time: 0.421, data: 0.018) G_GAN: 4.954 G_L1: 3.332 D_real: 0.019 D_fake: 0.434 +(epoch: 50, iters: 51716, time: 0.304, data: 0.017) G_GAN: 6.191 G_L1: 10.825 D_real: 0.003 D_fake: 0.041 +(epoch: 50, iters: 51816, time: 0.302, data: 0.020) G_GAN: 4.353 G_L1: 3.599 D_real: 0.128 D_fake: 0.037 +(epoch: 50, iters: 51916, time: 0.298, data: 0.019) G_GAN: 4.433 G_L1: 3.122 D_real: 0.139 D_fake: 0.220 +(epoch: 50, iters: 52016, time: 0.420, data: 0.018) G_GAN: 2.449 G_L1: 2.990 D_real: 0.305 D_fake: 0.103 +(epoch: 50, iters: 52116, time: 0.293, data: 0.018) G_GAN: 3.827 G_L1: 5.001 D_real: 0.016 D_fake: 0.210 +(epoch: 50, iters: 52216, time: 0.301, data: 0.019) G_GAN: 4.864 G_L1: 4.235 D_real: 0.165 D_fake: 0.022 +(epoch: 50, iters: 52316, time: 0.299, data: 0.018) G_GAN: 5.720 G_L1: 3.900 D_real: 0.014 D_fake: 0.093 +(epoch: 50, iters: 52416, time: 0.414, data: 0.018) G_GAN: 4.148 G_L1: 3.872 D_real: 0.062 D_fake: 0.037 +(epoch: 50, iters: 52516, time: 0.293, data: 0.020) G_GAN: 4.534 G_L1: 4.723 D_real: 0.076 D_fake: 0.167 +(epoch: 50, iters: 52616, time: 0.303, data: 0.024) G_GAN: 4.003 G_L1: 4.517 D_real: 0.229 D_fake: 0.128 +(epoch: 50, iters: 52716, time: 0.298, data: 0.020) G_GAN: 7.238 G_L1: 5.724 D_real: 0.010 D_fake: 0.014 +(epoch: 50, iters: 52816, time: 0.399, data: 0.018) G_GAN: 7.015 G_L1: 6.781 D_real: 0.000 D_fake: 0.959 +(epoch: 50, iters: 52916, time: 0.296, data: 0.019) G_GAN: 5.616 G_L1: 4.535 D_real: 0.016 D_fake: 0.015 +(epoch: 50, iters: 53016, time: 0.307, data: 0.017) G_GAN: 4.279 G_L1: 3.248 D_real: 0.274 D_fake: 0.110 +(epoch: 50, iters: 53116, time: 0.297, data: 0.019) G_GAN: 4.185 G_L1: 3.499 D_real: 0.086 D_fake: 0.036 +(epoch: 50, iters: 53216, time: 0.577, data: 0.020) G_GAN: 3.361 G_L1: 2.616 D_real: 0.271 D_fake: 0.068 +(epoch: 50, iters: 53316, time: 0.289, data: 0.018) G_GAN: 5.010 G_L1: 4.025 D_real: 0.005 D_fake: 0.014 +(epoch: 50, iters: 53416, time: 0.303, data: 0.018) G_GAN: 3.391 G_L1: 4.646 D_real: 0.004 D_fake: 0.109 +(epoch: 50, iters: 53516, time: 0.311, data: 0.019) G_GAN: 2.871 G_L1: 5.292 D_real: 0.175 D_fake: 0.068 +(epoch: 50, iters: 53616, time: 0.424, data: 0.018) G_GAN: 4.796 G_L1: 3.801 D_real: 0.098 D_fake: 0.062 +(epoch: 50, iters: 53716, time: 0.303, data: 0.030) G_GAN: 4.565 G_L1: 5.169 D_real: 0.047 D_fake: 0.075 +(epoch: 50, iters: 53816, time: 0.298, data: 0.018) G_GAN: 4.551 G_L1: 4.084 D_real: 0.077 D_fake: 0.092 +(epoch: 50, iters: 53916, time: 0.298, data: 0.017) G_GAN: 4.954 G_L1: 7.375 D_real: 0.001 D_fake: 0.089 +(epoch: 50, iters: 54016, time: 0.430, data: 0.019) G_GAN: 5.072 G_L1: 4.340 D_real: 0.004 D_fake: 0.029 +(epoch: 50, iters: 54116, time: 0.296, data: 0.019) G_GAN: 3.685 G_L1: 4.069 D_real: 0.286 D_fake: 0.068 +(epoch: 50, iters: 54216, time: 0.297, data: 0.021) G_GAN: 5.039 G_L1: 4.854 D_real: 0.015 D_fake: 0.026 +(epoch: 50, iters: 54316, time: 0.301, data: 0.018) G_GAN: 4.681 G_L1: 5.683 D_real: 0.273 D_fake: 0.016 +(epoch: 50, iters: 54416, time: 0.416, data: 0.021) G_GAN: 3.657 G_L1: 6.007 D_real: 0.118 D_fake: 0.058 +(epoch: 50, iters: 54516, time: 0.303, data: 0.023) G_GAN: 4.373 G_L1: 4.696 D_real: 0.031 D_fake: 0.153 +(epoch: 50, iters: 54616, time: 0.301, data: 0.019) G_GAN: 5.928 G_L1: 3.514 D_real: 0.150 D_fake: 0.007 +(epoch: 50, iters: 54716, time: 0.298, data: 0.018) G_GAN: 4.580 G_L1: 3.461 D_real: 0.056 D_fake: 0.059 +(epoch: 50, iters: 54816, time: 0.425, data: 0.019) G_GAN: 4.596 G_L1: 4.418 D_real: 0.006 D_fake: 0.053 +(epoch: 50, iters: 54916, time: 0.292, data: 0.020) G_GAN: 3.667 G_L1: 3.414 D_real: 0.112 D_fake: 0.079 +(epoch: 50, iters: 55016, time: 0.302, data: 0.019) G_GAN: 3.777 G_L1: 8.336 D_real: 0.024 D_fake: 0.150 +(epoch: 50, iters: 55116, time: 0.293, data: 0.019) G_GAN: 4.367 G_L1: 4.054 D_real: 0.001 D_fake: 0.310 +(epoch: 50, iters: 55216, time: 0.569, data: 0.018) G_GAN: 8.468 G_L1: 4.191 D_real: 0.155 D_fake: 0.004 +(epoch: 50, iters: 55316, time: 0.292, data: 0.018) G_GAN: 4.652 G_L1: 5.195 D_real: 0.162 D_fake: 0.087 +(epoch: 50, iters: 55416, time: 0.306, data: 0.017) G_GAN: 5.716 G_L1: 7.074 D_real: 0.001 D_fake: 0.090 +(epoch: 50, iters: 55516, time: 0.301, data: 0.019) G_GAN: 3.989 G_L1: 4.390 D_real: 0.004 D_fake: 0.161 +(epoch: 50, iters: 55616, time: 0.394, data: 0.020) G_GAN: 5.481 G_L1: 3.351 D_real: 0.079 D_fake: 0.043 +(epoch: 50, iters: 55716, time: 0.296, data: 0.020) G_GAN: 3.632 G_L1: 2.383 D_real: 0.003 D_fake: 0.171 +(epoch: 50, iters: 55816, time: 0.296, data: 0.020) G_GAN: 4.261 G_L1: 7.694 D_real: 0.014 D_fake: 0.048 +(epoch: 50, iters: 55916, time: 0.290, data: 0.019) G_GAN: 4.050 G_L1: 3.301 D_real: 0.091 D_fake: 0.064 +(epoch: 50, iters: 56016, time: 0.429, data: 0.023) G_GAN: 6.499 G_L1: 4.964 D_real: 0.023 D_fake: 0.022 +(epoch: 50, iters: 56116, time: 0.299, data: 0.021) G_GAN: 3.372 G_L1: 3.455 D_real: 0.185 D_fake: 0.109 +(epoch: 50, iters: 56216, time: 0.305, data: 0.018) G_GAN: 4.128 G_L1: 3.472 D_real: 0.013 D_fake: 0.037 +(epoch: 50, iters: 56316, time: 0.306, data: 0.019) G_GAN: 5.733 G_L1: 4.536 D_real: 0.049 D_fake: 0.007 +(epoch: 50, iters: 56416, time: 0.414, data: 0.019) G_GAN: 4.292 G_L1: 4.312 D_real: 0.111 D_fake: 0.059 +(epoch: 50, iters: 56516, time: 0.294, data: 0.018) G_GAN: 4.454 G_L1: 4.762 D_real: 0.316 D_fake: 0.030 +(epoch: 50, iters: 56616, time: 0.297, data: 0.018) G_GAN: 4.730 G_L1: 4.436 D_real: 0.137 D_fake: 0.304 +(epoch: 50, iters: 56716, time: 0.305, data: 0.019) G_GAN: 4.425 G_L1: 3.475 D_real: 0.407 D_fake: 0.026 +(epoch: 50, iters: 56816, time: 0.420, data: 0.021) G_GAN: 5.054 G_L1: 4.355 D_real: 0.009 D_fake: 0.188 +(epoch: 50, iters: 56916, time: 0.303, data: 0.018) G_GAN: 4.277 G_L1: 7.268 D_real: 0.081 D_fake: 0.114 +(epoch: 50, iters: 57016, time: 0.303, data: 0.023) G_GAN: 7.549 G_L1: 7.483 D_real: 0.098 D_fake: 0.003 +(epoch: 50, iters: 57116, time: 0.303, data: 0.018) G_GAN: 3.398 G_L1: 3.426 D_real: 0.009 D_fake: 0.180 +(epoch: 50, iters: 57216, time: 0.593, data: 0.020) G_GAN: 3.564 G_L1: 3.048 D_real: 0.026 D_fake: 0.699 +(epoch: 50, iters: 57316, time: 0.300, data: 0.018) G_GAN: 4.851 G_L1: 5.862 D_real: 0.130 D_fake: 0.018 +(epoch: 50, iters: 57416, time: 0.284, data: 0.021) G_GAN: 3.842 G_L1: 3.994 D_real: 0.003 D_fake: 0.264 +(epoch: 50, iters: 57516, time: 0.303, data: 0.018) G_GAN: 6.068 G_L1: 5.380 D_real: 0.040 D_fake: 0.024 +(epoch: 50, iters: 57616, time: 0.406, data: 0.019) G_GAN: 3.554 G_L1: 3.443 D_real: 0.002 D_fake: 0.089 +(epoch: 50, iters: 57716, time: 0.295, data: 0.017) G_GAN: 4.499 G_L1: 3.087 D_real: 0.128 D_fake: 0.059 +(epoch: 50, iters: 57816, time: 0.299, data: 0.018) G_GAN: 3.842 G_L1: 4.581 D_real: 0.013 D_fake: 0.157 +(epoch: 50, iters: 57916, time: 0.299, data: 0.019) G_GAN: 4.566 G_L1: 4.278 D_real: 0.061 D_fake: 0.038 +(epoch: 50, iters: 58016, time: 0.409, data: 0.018) G_GAN: 5.212 G_L1: 6.900 D_real: 0.024 D_fake: 0.042 +(epoch: 50, iters: 58116, time: 0.290, data: 0.018) G_GAN: 5.407 G_L1: 6.094 D_real: 0.030 D_fake: 0.148 +(epoch: 50, iters: 58216, time: 0.294, data: 0.018) G_GAN: 3.834 G_L1: 4.636 D_real: 0.019 D_fake: 0.120 +(epoch: 50, iters: 58316, time: 0.302, data: 0.019) G_GAN: 4.492 G_L1: 9.127 D_real: 0.003 D_fake: 0.119 +(epoch: 50, iters: 58416, time: 0.414, data: 0.018) G_GAN: 6.625 G_L1: 4.605 D_real: 0.066 D_fake: 0.010 +(epoch: 50, iters: 58516, time: 0.301, data: 0.019) G_GAN: 5.613 G_L1: 5.162 D_real: 0.127 D_fake: 0.149 +(epoch: 50, iters: 58616, time: 0.302, data: 0.018) G_GAN: 4.178 G_L1: 2.797 D_real: 0.033 D_fake: 0.160 +(epoch: 50, iters: 58716, time: 0.302, data: 0.019) G_GAN: 3.722 G_L1: 4.515 D_real: 0.130 D_fake: 0.056 +(epoch: 50, iters: 58816, time: 0.411, data: 0.019) G_GAN: 6.021 G_L1: 5.462 D_real: 0.002 D_fake: 0.012 +(epoch: 50, iters: 58916, time: 0.301, data: 0.019) G_GAN: 4.971 G_L1: 3.166 D_real: 0.035 D_fake: 0.054 +(epoch: 50, iters: 59016, time: 0.294, data: 0.019) G_GAN: 4.569 G_L1: 7.988 D_real: 0.006 D_fake: 0.040 +(epoch: 50, iters: 59116, time: 0.303, data: 0.020) G_GAN: 4.068 G_L1: 3.447 D_real: 0.035 D_fake: 0.052 +(epoch: 50, iters: 59216, time: 0.611, data: 0.018) G_GAN: 5.409 G_L1: 8.683 D_real: 0.000 D_fake: 0.018 +(epoch: 50, iters: 59316, time: 0.304, data: 0.020) G_GAN: 5.261 G_L1: 4.755 D_real: 0.001 D_fake: 0.014 +(epoch: 50, iters: 59416, time: 0.287, data: 0.017) G_GAN: 6.109 G_L1: 3.955 D_real: 0.007 D_fake: 0.056 +(epoch: 50, iters: 59516, time: 0.297, data: 0.018) G_GAN: 7.068 G_L1: 4.998 D_real: 0.351 D_fake: 0.005 +(epoch: 50, iters: 59616, time: 0.413, data: 0.019) G_GAN: 5.163 G_L1: 4.764 D_real: 0.097 D_fake: 0.072 +(epoch: 50, iters: 59716, time: 0.303, data: 0.019) G_GAN: 5.733 G_L1: 9.119 D_real: 0.003 D_fake: 0.191 +(epoch: 50, iters: 59816, time: 0.302, data: 0.018) G_GAN: 6.433 G_L1: 6.860 D_real: 0.001 D_fake: 0.018 +(epoch: 50, iters: 59916, time: 0.303, data: 0.018) G_GAN: 6.420 G_L1: 2.597 D_real: 0.190 D_fake: 0.010 +(epoch: 50, iters: 60016, time: 0.392, data: 0.019) G_GAN: 3.571 G_L1: 3.500 D_real: 0.045 D_fake: 0.163 +(epoch: 51, iters: 100, time: 0.301, data: 0.388) G_GAN: 5.779 G_L1: 3.603 D_real: 0.003 D_fake: 0.080 +(epoch: 51, iters: 200, time: 0.296, data: 0.020) G_GAN: 5.441 G_L1: 5.332 D_real: 0.002 D_fake: 0.017 +(epoch: 51, iters: 300, time: 0.303, data: 0.019) G_GAN: 4.905 G_L1: 6.932 D_real: 0.030 D_fake: 0.140 +(epoch: 51, iters: 400, time: 0.533, data: 0.021) G_GAN: 4.172 G_L1: 5.619 D_real: 0.011 D_fake: 0.200 +(epoch: 51, iters: 500, time: 0.301, data: 0.023) G_GAN: 6.731 G_L1: 3.648 D_real: 0.004 D_fake: 0.007 +(epoch: 51, iters: 600, time: 0.305, data: 0.019) G_GAN: 4.410 G_L1: 4.031 D_real: 0.000 D_fake: 0.084 +(epoch: 51, iters: 700, time: 0.287, data: 0.020) G_GAN: 3.421 G_L1: 3.428 D_real: 0.000 D_fake: 0.198 +(epoch: 51, iters: 800, time: 0.393, data: 0.019) G_GAN: 3.354 G_L1: 3.864 D_real: 0.479 D_fake: 0.059 +(epoch: 51, iters: 900, time: 0.304, data: 0.020) G_GAN: 3.533 G_L1: 3.894 D_real: 0.003 D_fake: 0.057 +(epoch: 51, iters: 1000, time: 0.294, data: 0.019) G_GAN: 3.406 G_L1: 3.643 D_real: 0.000 D_fake: 0.151 +(epoch: 51, iters: 1100, time: 0.302, data: 0.022) G_GAN: 3.517 G_L1: 5.101 D_real: 0.002 D_fake: 0.598 +(epoch: 51, iters: 1200, time: 0.599, data: 0.020) G_GAN: 3.924 G_L1: 10.702 D_real: 0.003 D_fake: 0.105 +(epoch: 51, iters: 1300, time: 0.296, data: 0.020) G_GAN: 2.928 G_L1: 4.807 D_real: 0.000 D_fake: 0.137 +(epoch: 51, iters: 1400, time: 0.305, data: 0.019) G_GAN: 2.670 G_L1: 4.741 D_real: 0.000 D_fake: 0.387 +(epoch: 51, iters: 1500, time: 0.308, data: 0.026) G_GAN: 4.623 G_L1: 6.742 D_real: 0.000 D_fake: 0.111 +(epoch: 51, iters: 1600, time: 0.435, data: 0.021) G_GAN: 4.022 G_L1: 6.602 D_real: 0.011 D_fake: 0.132 +(epoch: 51, iters: 1700, time: 0.300, data: 0.019) G_GAN: 3.448 G_L1: 5.739 D_real: 0.000 D_fake: 0.138 +(epoch: 51, iters: 1800, time: 0.302, data: 0.019) G_GAN: 3.556 G_L1: 3.352 D_real: 0.226 D_fake: 0.456 +(epoch: 51, iters: 1900, time: 0.302, data: 0.020) G_GAN: 2.768 G_L1: 5.558 D_real: 0.001 D_fake: 0.316 +(epoch: 51, iters: 2000, time: 0.424, data: 0.020) G_GAN: 2.888 G_L1: 4.629 D_real: 0.001 D_fake: 0.159 +(epoch: 51, iters: 2100, time: 0.303, data: 0.021) G_GAN: 3.141 G_L1: 5.374 D_real: 0.000 D_fake: 0.151 +(epoch: 51, iters: 2200, time: 0.298, data: 0.019) G_GAN: 4.217 G_L1: 7.105 D_real: 0.001 D_fake: 0.118 +(epoch: 51, iters: 2300, time: 0.297, data: 0.020) G_GAN: 3.270 G_L1: 4.966 D_real: 0.000 D_fake: 0.189 +(epoch: 51, iters: 2400, time: 0.422, data: 0.020) G_GAN: 2.881 G_L1: 5.871 D_real: 0.000 D_fake: 0.363 +(epoch: 51, iters: 2500, time: 0.304, data: 0.019) G_GAN: 3.371 G_L1: 4.173 D_real: 0.025 D_fake: 0.265 +(epoch: 51, iters: 2600, time: 0.302, data: 0.020) G_GAN: 4.503 G_L1: 4.445 D_real: 0.002 D_fake: 0.160 +(epoch: 51, iters: 2700, time: 0.303, data: 0.020) G_GAN: 3.720 G_L1: 7.744 D_real: 0.001 D_fake: 0.144 +(epoch: 51, iters: 2800, time: 0.397, data: 0.020) G_GAN: 4.180 G_L1: 3.335 D_real: 0.077 D_fake: 0.078 +(epoch: 51, iters: 2900, time: 0.303, data: 0.021) G_GAN: 4.562 G_L1: 4.479 D_real: 0.098 D_fake: 0.033 +(epoch: 51, iters: 3000, time: 0.310, data: 0.019) G_GAN: 3.420 G_L1: 3.046 D_real: 0.153 D_fake: 0.065 +(epoch: 51, iters: 3100, time: 0.303, data: 0.019) G_GAN: 6.096 G_L1: 4.010 D_real: 0.008 D_fake: 0.460 +(epoch: 51, iters: 3200, time: 0.576, data: 0.024) G_GAN: 4.523 G_L1: 3.215 D_real: 0.042 D_fake: 0.081 +(epoch: 51, iters: 3300, time: 0.302, data: 0.020) G_GAN: 4.251 G_L1: 2.954 D_real: 0.008 D_fake: 0.096 +(epoch: 51, iters: 3400, time: 0.304, data: 0.020) G_GAN: 3.754 G_L1: 3.342 D_real: 0.002 D_fake: 0.086 +(epoch: 51, iters: 3500, time: 0.304, data: 0.023) G_GAN: 4.884 G_L1: 4.972 D_real: 0.151 D_fake: 0.025 +(epoch: 51, iters: 3600, time: 0.422, data: 0.019) G_GAN: 7.086 G_L1: 6.728 D_real: 0.004 D_fake: 0.010 +(epoch: 51, iters: 3700, time: 0.296, data: 0.019) G_GAN: 7.583 G_L1: 6.596 D_real: 0.020 D_fake: 0.002 +(epoch: 51, iters: 3800, time: 0.303, data: 0.019) G_GAN: 7.420 G_L1: 5.265 D_real: 0.091 D_fake: 0.010 +(epoch: 51, iters: 3900, time: 0.291, data: 0.019) G_GAN: 6.376 G_L1: 4.018 D_real: 0.115 D_fake: 0.013 +(epoch: 51, iters: 4000, time: 0.411, data: 0.017) G_GAN: 7.013 G_L1: 4.029 D_real: 0.026 D_fake: 0.011 +(epoch: 51, iters: 4100, time: 0.304, data: 0.022) G_GAN: 4.849 G_L1: 3.355 D_real: 0.032 D_fake: 0.051 +(epoch: 51, iters: 4200, time: 0.298, data: 0.023) G_GAN: 3.183 G_L1: 9.698 D_real: 0.796 D_fake: 0.012 +(epoch: 51, iters: 4300, time: 0.298, data: 0.026) G_GAN: 3.840 G_L1: 6.563 D_real: 0.452 D_fake: 0.066 +(epoch: 51, iters: 4400, time: 0.410, data: 0.019) G_GAN: 7.652 G_L1: 8.135 D_real: 0.015 D_fake: 0.015 +(epoch: 51, iters: 4500, time: 0.303, data: 0.021) G_GAN: 6.546 G_L1: 4.451 D_real: 0.008 D_fake: 0.017 +(epoch: 51, iters: 4600, time: 0.295, data: 0.023) G_GAN: 5.486 G_L1: 4.031 D_real: 0.005 D_fake: 0.069 +(epoch: 51, iters: 4700, time: 0.305, data: 0.018) G_GAN: 5.568 G_L1: 6.011 D_real: 0.027 D_fake: 0.060 +(epoch: 51, iters: 4800, time: 0.429, data: 0.020) G_GAN: 4.977 G_L1: 4.094 D_real: 0.031 D_fake: 0.068 +(epoch: 51, iters: 4900, time: 0.294, data: 0.021) G_GAN: 5.092 G_L1: 4.523 D_real: 0.004 D_fake: 0.010 +(epoch: 51, iters: 5000, time: 0.301, data: 0.019) G_GAN: 5.350 G_L1: 5.625 D_real: 0.049 D_fake: 0.069 +(epoch: 51, iters: 5100, time: 0.302, data: 0.021) G_GAN: 6.325 G_L1: 6.510 D_real: 0.002 D_fake: 0.006 +(epoch: 51, iters: 5200, time: 0.589, data: 0.020) G_GAN: 5.702 G_L1: 7.987 D_real: 0.024 D_fake: 0.131 +(epoch: 51, iters: 5300, time: 0.294, data: 0.023) G_GAN: 6.285 G_L1: 3.433 D_real: 0.005 D_fake: 0.029 +(epoch: 51, iters: 5400, time: 0.298, data: 0.020) G_GAN: 5.904 G_L1: 6.119 D_real: 0.098 D_fake: 0.031 +(epoch: 51, iters: 5500, time: 0.303, data: 0.019) G_GAN: 4.869 G_L1: 3.625 D_real: 0.049 D_fake: 0.095 +(epoch: 51, iters: 5600, time: 0.403, data: 0.019) G_GAN: 6.452 G_L1: 3.435 D_real: 0.046 D_fake: 0.158 +(epoch: 51, iters: 5700, time: 0.305, data: 0.018) G_GAN: 5.846 G_L1: 6.413 D_real: 0.000 D_fake: 0.066 +(epoch: 51, iters: 5800, time: 0.299, data: 0.019) G_GAN: 4.961 G_L1: 4.808 D_real: 0.008 D_fake: 0.190 +(epoch: 51, iters: 5900, time: 0.296, data: 0.020) G_GAN: 5.866 G_L1: 6.024 D_real: 0.154 D_fake: 0.017 +(epoch: 51, iters: 6000, time: 0.427, data: 0.019) G_GAN: 3.601 G_L1: 4.298 D_real: 0.163 D_fake: 0.055 +(epoch: 51, iters: 6100, time: 0.304, data: 0.020) G_GAN: 5.986 G_L1: 8.743 D_real: 0.024 D_fake: 0.046 +(epoch: 51, iters: 6200, time: 0.304, data: 0.020) G_GAN: 3.983 G_L1: 4.062 D_real: 0.287 D_fake: 0.057 +(epoch: 51, iters: 6300, time: 0.302, data: 0.022) G_GAN: 3.642 G_L1: 4.537 D_real: 0.000 D_fake: 0.462 +(epoch: 51, iters: 6400, time: 0.418, data: 0.020) G_GAN: 5.826 G_L1: 4.520 D_real: 0.009 D_fake: 0.170 +(epoch: 51, iters: 6500, time: 0.302, data: 0.018) G_GAN: 4.844 G_L1: 4.864 D_real: 0.008 D_fake: 0.100 +(epoch: 51, iters: 6600, time: 0.304, data: 0.020) G_GAN: 4.872 G_L1: 3.398 D_real: 0.378 D_fake: 0.041 +(epoch: 51, iters: 6700, time: 0.306, data: 0.019) G_GAN: 5.520 G_L1: 3.020 D_real: 0.030 D_fake: 0.051 +(epoch: 51, iters: 6800, time: 0.398, data: 0.019) G_GAN: 3.303 G_L1: 2.909 D_real: 0.000 D_fake: 0.276 +(epoch: 51, iters: 6900, time: 0.292, data: 0.018) G_GAN: 6.925 G_L1: 5.432 D_real: 0.029 D_fake: 0.011 +(epoch: 51, iters: 7000, time: 0.303, data: 0.019) G_GAN: 4.023 G_L1: 2.732 D_real: 0.009 D_fake: 0.188 +(epoch: 51, iters: 7100, time: 0.304, data: 0.018) G_GAN: 5.064 G_L1: 2.585 D_real: 0.011 D_fake: 0.134 +(epoch: 51, iters: 7200, time: 0.584, data: 0.018) G_GAN: 4.256 G_L1: 3.137 D_real: 0.006 D_fake: 0.136 +(epoch: 51, iters: 7300, time: 0.306, data: 0.019) G_GAN: 5.014 G_L1: 3.843 D_real: 0.019 D_fake: 0.085 +(epoch: 51, iters: 7400, time: 0.295, data: 0.019) G_GAN: 4.718 G_L1: 5.424 D_real: 0.342 D_fake: 0.013 +(epoch: 51, iters: 7500, time: 0.301, data: 0.018) G_GAN: 6.143 G_L1: 6.640 D_real: 0.049 D_fake: 0.023 +(epoch: 51, iters: 7600, time: 0.398, data: 0.020) G_GAN: 6.721 G_L1: 4.692 D_real: 0.003 D_fake: 0.027 +(epoch: 51, iters: 7700, time: 0.293, data: 0.018) G_GAN: 4.707 G_L1: 3.968 D_real: 0.007 D_fake: 0.057 +(epoch: 51, iters: 7800, time: 0.299, data: 0.018) G_GAN: 4.344 G_L1: 5.762 D_real: 0.010 D_fake: 0.068 +(epoch: 51, iters: 7900, time: 0.307, data: 0.017) G_GAN: 5.115 G_L1: 5.365 D_real: 0.000 D_fake: 0.041 +(epoch: 51, iters: 8000, time: 0.410, data: 0.018) G_GAN: 6.402 G_L1: 4.189 D_real: 0.135 D_fake: 0.014 +(epoch: 51, iters: 8100, time: 0.303, data: 0.018) G_GAN: 3.689 G_L1: 5.782 D_real: 0.429 D_fake: 0.029 +(epoch: 51, iters: 8200, time: 0.295, data: 0.018) G_GAN: 3.919 G_L1: 3.553 D_real: 0.062 D_fake: 0.118 +(epoch: 51, iters: 8300, time: 0.301, data: 0.020) G_GAN: 5.657 G_L1: 6.881 D_real: 0.079 D_fake: 0.279 +(epoch: 51, iters: 8400, time: 0.432, data: 0.018) G_GAN: 4.324 G_L1: 7.554 D_real: 0.111 D_fake: 0.081 +(epoch: 51, iters: 8500, time: 0.307, data: 0.019) G_GAN: 4.716 G_L1: 6.755 D_real: 0.169 D_fake: 0.152 +(epoch: 51, iters: 8600, time: 0.300, data: 0.018) G_GAN: 4.468 G_L1: 5.218 D_real: 0.011 D_fake: 0.614 +(epoch: 51, iters: 8700, time: 0.299, data: 0.020) G_GAN: 5.483 G_L1: 7.240 D_real: 0.049 D_fake: 0.285 +(epoch: 51, iters: 8800, time: 0.421, data: 0.021) G_GAN: 3.624 G_L1: 2.975 D_real: 0.618 D_fake: 0.129 +(epoch: 51, iters: 8900, time: 0.303, data: 0.019) G_GAN: 4.316 G_L1: 5.849 D_real: 0.018 D_fake: 0.652 +(epoch: 51, iters: 9000, time: 0.300, data: 0.018) G_GAN: 5.418 G_L1: 5.829 D_real: 0.051 D_fake: 0.029 +(epoch: 51, iters: 9100, time: 0.304, data: 0.019) G_GAN: 3.747 G_L1: 3.654 D_real: 0.066 D_fake: 0.066 +(epoch: 51, iters: 9200, time: 0.536, data: 0.019) G_GAN: 4.803 G_L1: 3.280 D_real: 0.126 D_fake: 0.279 +(epoch: 51, iters: 9300, time: 0.305, data: 0.020) G_GAN: 5.715 G_L1: 3.386 D_real: 0.014 D_fake: 0.016 +(epoch: 51, iters: 9400, time: 0.298, data: 0.020) G_GAN: 4.768 G_L1: 4.144 D_real: 0.200 D_fake: 0.041 +(epoch: 51, iters: 9500, time: 0.291, data: 0.020) G_GAN: 6.477 G_L1: 4.055 D_real: 0.020 D_fake: 0.005 +(epoch: 51, iters: 9600, time: 0.405, data: 0.017) G_GAN: 3.425 G_L1: 3.385 D_real: 0.056 D_fake: 0.161 +(epoch: 51, iters: 9700, time: 0.305, data: 0.019) G_GAN: 5.086 G_L1: 7.686 D_real: 0.034 D_fake: 0.139 +(epoch: 51, iters: 9800, time: 0.301, data: 0.019) G_GAN: 3.799 G_L1: 5.061 D_real: 0.025 D_fake: 0.126 +(epoch: 51, iters: 9900, time: 0.302, data: 0.019) G_GAN: 4.916 G_L1: 4.167 D_real: 0.016 D_fake: 0.032 +(epoch: 51, iters: 10000, time: 0.431, data: 0.018) G_GAN: 4.167 G_L1: 3.460 D_real: 0.149 D_fake: 0.042 +(epoch: 51, iters: 10100, time: 0.281, data: 0.019) G_GAN: 4.383 G_L1: 3.449 D_real: 0.203 D_fake: 0.074 +(epoch: 51, iters: 10200, time: 0.294, data: 0.016) G_GAN: 4.301 G_L1: 3.745 D_real: 0.300 D_fake: 0.027 +(epoch: 51, iters: 10300, time: 0.306, data: 0.017) G_GAN: 3.602 G_L1: 3.292 D_real: 0.077 D_fake: 0.074 +(epoch: 51, iters: 10400, time: 0.390, data: 0.017) G_GAN: 4.672 G_L1: 3.553 D_real: 0.013 D_fake: 0.141 +(epoch: 51, iters: 10500, time: 0.289, data: 0.017) G_GAN: 3.864 G_L1: 3.254 D_real: 0.013 D_fake: 0.174 +(epoch: 51, iters: 10600, time: 0.293, data: 0.017) G_GAN: 5.857 G_L1: 5.286 D_real: 0.036 D_fake: 0.008 +(epoch: 51, iters: 10700, time: 0.293, data: 0.018) G_GAN: 4.860 G_L1: 3.616 D_real: 0.483 D_fake: 0.006 +(epoch: 51, iters: 10800, time: 0.404, data: 0.018) G_GAN: 4.905 G_L1: 4.156 D_real: 0.003 D_fake: 0.043 +(epoch: 51, iters: 10900, time: 0.294, data: 0.017) G_GAN: 4.519 G_L1: 4.073 D_real: 0.006 D_fake: 0.032 +(epoch: 51, iters: 11000, time: 0.292, data: 0.019) G_GAN: 5.578 G_L1: 4.818 D_real: 0.014 D_fake: 0.018 +(epoch: 51, iters: 11100, time: 0.297, data: 0.016) G_GAN: 4.357 G_L1: 4.528 D_real: 0.086 D_fake: 0.077 +(epoch: 51, iters: 11200, time: 0.570, data: 0.017) G_GAN: 4.345 G_L1: 2.599 D_real: 0.278 D_fake: 0.026 +(epoch: 51, iters: 11300, time: 0.301, data: 0.017) G_GAN: 3.970 G_L1: 5.703 D_real: 0.082 D_fake: 0.117 +(epoch: 51, iters: 11400, time: 0.286, data: 0.019) G_GAN: 6.077 G_L1: 3.446 D_real: 0.026 D_fake: 0.064 +(epoch: 51, iters: 11500, time: 0.304, data: 0.019) G_GAN: 5.484 G_L1: 5.446 D_real: 0.047 D_fake: 0.020 +(epoch: 51, iters: 11600, time: 0.408, data: 0.019) G_GAN: 4.344 G_L1: 2.718 D_real: 0.002 D_fake: 0.261 +(epoch: 51, iters: 11700, time: 0.306, data: 0.018) G_GAN: 6.629 G_L1: 4.319 D_real: 0.030 D_fake: 0.013 +(epoch: 51, iters: 11800, time: 0.305, data: 0.019) G_GAN: 5.062 G_L1: 3.135 D_real: 0.004 D_fake: 0.124 +(epoch: 51, iters: 11900, time: 0.290, data: 0.019) G_GAN: 5.168 G_L1: 3.476 D_real: 0.127 D_fake: 0.034 +(epoch: 51, iters: 12000, time: 0.419, data: 0.017) G_GAN: 5.677 G_L1: 4.275 D_real: 0.249 D_fake: 0.004 +(epoch: 51, iters: 12100, time: 0.300, data: 0.019) G_GAN: 3.701 G_L1: 4.082 D_real: 0.059 D_fake: 0.061 +(epoch: 51, iters: 12200, time: 0.293, data: 0.017) G_GAN: 5.297 G_L1: 3.390 D_real: 0.017 D_fake: 0.041 +(epoch: 51, iters: 12300, time: 0.300, data: 0.019) G_GAN: 4.886 G_L1: 3.825 D_real: 0.013 D_fake: 0.216 +(epoch: 51, iters: 12400, time: 0.427, data: 0.018) G_GAN: 3.830 G_L1: 4.773 D_real: 0.256 D_fake: 0.020 +(epoch: 51, iters: 12500, time: 0.308, data: 0.021) G_GAN: 4.749 G_L1: 4.148 D_real: 0.087 D_fake: 0.047 +(epoch: 51, iters: 12600, time: 0.304, data: 0.019) G_GAN: 5.743 G_L1: 3.672 D_real: 0.017 D_fake: 0.014 +(epoch: 51, iters: 12700, time: 0.308, data: 0.018) G_GAN: 4.498 G_L1: 5.731 D_real: 0.008 D_fake: 0.042 +(epoch: 51, iters: 12800, time: 0.421, data: 0.019) G_GAN: 5.021 G_L1: 5.101 D_real: 0.000 D_fake: 0.352 +(epoch: 51, iters: 12900, time: 0.303, data: 0.019) G_GAN: 4.289 G_L1: 3.418 D_real: 0.070 D_fake: 0.063 +(epoch: 51, iters: 13000, time: 0.302, data: 0.021) G_GAN: 6.541 G_L1: 5.100 D_real: 0.169 D_fake: 0.009 +(epoch: 51, iters: 13100, time: 0.301, data: 0.019) G_GAN: 3.615 G_L1: 2.182 D_real: 0.236 D_fake: 0.051 +(epoch: 51, iters: 13200, time: 0.513, data: 0.018) G_GAN: 6.188 G_L1: 4.646 D_real: 0.029 D_fake: 0.011 +(epoch: 51, iters: 13300, time: 0.306, data: 0.018) G_GAN: 6.222 G_L1: 5.252 D_real: 0.007 D_fake: 0.015 +(epoch: 51, iters: 13400, time: 0.298, data: 0.020) G_GAN: 5.657 G_L1: 6.261 D_real: 0.001 D_fake: 0.033 +(epoch: 51, iters: 13500, time: 0.303, data: 0.018) G_GAN: 5.103 G_L1: 3.748 D_real: 0.010 D_fake: 0.016 +(epoch: 51, iters: 13600, time: 0.415, data: 0.021) G_GAN: 4.825 G_L1: 3.017 D_real: 0.188 D_fake: 0.019 +(epoch: 51, iters: 13700, time: 0.300, data: 0.022) G_GAN: 4.826 G_L1: 6.660 D_real: 0.121 D_fake: 0.162 +(epoch: 51, iters: 13800, time: 0.295, data: 0.019) G_GAN: 3.773 G_L1: 3.863 D_real: 0.008 D_fake: 0.157 +(epoch: 51, iters: 13900, time: 0.305, data: 0.018) G_GAN: 4.188 G_L1: 3.873 D_real: 0.234 D_fake: 0.031 +(epoch: 51, iters: 14000, time: 0.413, data: 0.020) G_GAN: 6.094 G_L1: 4.102 D_real: 0.038 D_fake: 0.036 +(epoch: 51, iters: 14100, time: 0.298, data: 0.019) G_GAN: 5.049 G_L1: 3.812 D_real: 0.001 D_fake: 0.046 +(epoch: 51, iters: 14200, time: 0.306, data: 0.019) G_GAN: 6.699 G_L1: 4.052 D_real: 0.005 D_fake: 0.010 +(epoch: 51, iters: 14300, time: 0.303, data: 0.020) G_GAN: 4.707 G_L1: 3.832 D_real: 0.005 D_fake: 0.129 +(epoch: 51, iters: 14400, time: 0.418, data: 0.019) G_GAN: 4.473 G_L1: 4.409 D_real: 0.798 D_fake: 0.082 +(epoch: 51, iters: 14500, time: 0.288, data: 0.020) G_GAN: 4.458 G_L1: 2.391 D_real: 0.249 D_fake: 0.084 +(epoch: 51, iters: 14600, time: 0.302, data: 0.017) G_GAN: 3.630 G_L1: 2.498 D_real: 0.033 D_fake: 0.104 +(epoch: 51, iters: 14700, time: 0.305, data: 0.018) G_GAN: 4.606 G_L1: 3.533 D_real: 0.015 D_fake: 0.362 +(epoch: 51, iters: 14800, time: 0.416, data: 0.019) G_GAN: 5.444 G_L1: 5.961 D_real: 0.027 D_fake: 0.013 +(epoch: 51, iters: 14900, time: 0.302, data: 0.019) G_GAN: 4.114 G_L1: 3.809 D_real: 0.212 D_fake: 0.018 +(epoch: 51, iters: 15000, time: 0.303, data: 0.020) G_GAN: 4.595 G_L1: 3.959 D_real: 0.225 D_fake: 0.057 +(epoch: 51, iters: 15100, time: 0.295, data: 0.020) G_GAN: 3.935 G_L1: 2.492 D_real: 0.040 D_fake: 0.075 +(epoch: 51, iters: 15200, time: 0.528, data: 0.017) G_GAN: 4.575 G_L1: 3.890 D_real: 0.011 D_fake: 0.114 +(epoch: 51, iters: 15300, time: 0.296, data: 0.019) G_GAN: 4.874 G_L1: 2.972 D_real: 0.031 D_fake: 0.053 +(epoch: 51, iters: 15400, time: 0.299, data: 0.017) G_GAN: 5.215 G_L1: 4.329 D_real: 0.001 D_fake: 0.018 +(epoch: 51, iters: 15500, time: 0.303, data: 0.019) G_GAN: 4.437 G_L1: 5.182 D_real: 0.039 D_fake: 0.113 +(epoch: 51, iters: 15600, time: 0.427, data: 0.018) G_GAN: 3.551 G_L1: 4.180 D_real: 0.082 D_fake: 0.168 +(epoch: 51, iters: 15700, time: 0.305, data: 0.020) G_GAN: 5.689 G_L1: 3.696 D_real: 0.123 D_fake: 0.832 +(epoch: 51, iters: 15800, time: 0.303, data: 0.018) G_GAN: 3.832 G_L1: 4.004 D_real: 0.010 D_fake: 0.167 +(epoch: 51, iters: 15900, time: 0.301, data: 0.020) G_GAN: 5.533 G_L1: 5.617 D_real: 0.076 D_fake: 0.011 +(epoch: 51, iters: 16000, time: 0.385, data: 0.017) G_GAN: 6.171 G_L1: 3.247 D_real: 0.011 D_fake: 0.012 +(epoch: 51, iters: 16100, time: 0.294, data: 0.018) G_GAN: 4.483 G_L1: 2.853 D_real: 0.118 D_fake: 0.077 +(epoch: 51, iters: 16200, time: 0.301, data: 0.018) G_GAN: 5.061 G_L1: 4.914 D_real: 0.440 D_fake: 0.025 +(epoch: 51, iters: 16300, time: 0.282, data: 0.019) G_GAN: 4.743 G_L1: 2.973 D_real: 0.006 D_fake: 0.046 +(epoch: 51, iters: 16400, time: 0.419, data: 0.016) G_GAN: 4.830 G_L1: 4.560 D_real: 0.005 D_fake: 0.032 +(epoch: 51, iters: 16500, time: 0.305, data: 0.022) G_GAN: 4.247 G_L1: 3.862 D_real: 0.011 D_fake: 0.087 +(epoch: 51, iters: 16600, time: 0.292, data: 0.019) G_GAN: 5.913 G_L1: 3.989 D_real: 0.024 D_fake: 0.060 +(epoch: 51, iters: 16700, time: 0.303, data: 0.017) G_GAN: 3.877 G_L1: 2.436 D_real: 0.067 D_fake: 0.050 +(epoch: 51, iters: 16800, time: 0.422, data: 0.018) G_GAN: 5.928 G_L1: 4.156 D_real: 0.048 D_fake: 0.016 +(epoch: 51, iters: 16900, time: 0.303, data: 0.020) G_GAN: 5.337 G_L1: 5.475 D_real: 0.033 D_fake: 0.120 +(epoch: 51, iters: 17000, time: 0.303, data: 0.019) G_GAN: 5.408 G_L1: 3.002 D_real: 0.058 D_fake: 0.064 +(epoch: 51, iters: 17100, time: 0.290, data: 0.020) G_GAN: 5.521 G_L1: 4.045 D_real: 0.166 D_fake: 0.010 +(epoch: 51, iters: 17200, time: 0.596, data: 0.017) G_GAN: 3.639 G_L1: 4.333 D_real: 0.467 D_fake: 0.064 +(epoch: 51, iters: 17300, time: 0.309, data: 0.021) G_GAN: 6.557 G_L1: 5.688 D_real: 0.050 D_fake: 0.007 +(epoch: 51, iters: 17400, time: 0.307, data: 0.019) G_GAN: 6.251 G_L1: 3.533 D_real: 0.112 D_fake: 0.076 +(epoch: 51, iters: 17500, time: 0.305, data: 0.018) G_GAN: 4.014 G_L1: 5.769 D_real: 0.294 D_fake: 0.070 +(epoch: 51, iters: 17600, time: 0.428, data: 0.019) G_GAN: 6.174 G_L1: 3.445 D_real: 0.245 D_fake: 0.020 +(epoch: 51, iters: 17700, time: 0.295, data: 0.018) G_GAN: 5.605 G_L1: 3.755 D_real: 0.039 D_fake: 0.051 +(epoch: 51, iters: 17800, time: 0.297, data: 0.017) G_GAN: 5.479 G_L1: 3.227 D_real: 0.094 D_fake: 0.030 +(epoch: 51, iters: 17900, time: 0.287, data: 0.018) G_GAN: 5.513 G_L1: 3.828 D_real: 0.082 D_fake: 0.019 +(epoch: 51, iters: 18000, time: 0.404, data: 0.017) G_GAN: 6.514 G_L1: 3.236 D_real: 0.006 D_fake: 0.030 +(epoch: 51, iters: 18100, time: 0.296, data: 0.022) G_GAN: 4.053 G_L1: 3.686 D_real: 0.125 D_fake: 0.063 +(epoch: 51, iters: 18200, time: 0.299, data: 0.017) G_GAN: 3.109 G_L1: 4.931 D_real: 0.332 D_fake: 0.092 +(epoch: 51, iters: 18300, time: 0.306, data: 0.018) G_GAN: 4.722 G_L1: 4.078 D_real: 0.007 D_fake: 0.138 +(epoch: 51, iters: 18400, time: 0.412, data: 0.018) G_GAN: 4.474 G_L1: 3.475 D_real: 0.031 D_fake: 0.044 +(epoch: 51, iters: 18500, time: 0.282, data: 0.019) G_GAN: 5.023 G_L1: 4.332 D_real: 0.054 D_fake: 0.052 +(epoch: 51, iters: 18600, time: 0.300, data: 0.020) G_GAN: 4.401 G_L1: 3.696 D_real: 0.008 D_fake: 0.089 +(epoch: 51, iters: 18700, time: 0.277, data: 0.020) G_GAN: 3.654 G_L1: 4.079 D_real: 0.105 D_fake: 0.051 +(epoch: 51, iters: 18800, time: 0.418, data: 0.014) G_GAN: 5.371 G_L1: 5.743 D_real: 0.024 D_fake: 0.129 +(epoch: 51, iters: 18900, time: 0.297, data: 0.018) G_GAN: 3.563 G_L1: 3.090 D_real: 0.001 D_fake: 0.281 +(epoch: 51, iters: 19000, time: 0.303, data: 0.018) G_GAN: 4.808 G_L1: 4.031 D_real: 0.202 D_fake: 0.065 +(epoch: 51, iters: 19100, time: 0.305, data: 0.017) G_GAN: 5.995 G_L1: 3.664 D_real: 0.015 D_fake: 0.434 +(epoch: 51, iters: 19200, time: 0.575, data: 0.019) G_GAN: 4.822 G_L1: 5.811 D_real: 0.001 D_fake: 0.047 +(epoch: 51, iters: 19300, time: 0.303, data: 0.019) G_GAN: 4.295 G_L1: 5.621 D_real: 0.004 D_fake: 0.048 +(epoch: 51, iters: 19400, time: 0.304, data: 0.019) G_GAN: 3.308 G_L1: 4.015 D_real: 0.387 D_fake: 0.198 +(epoch: 51, iters: 19500, time: 0.303, data: 0.020) G_GAN: 5.160 G_L1: 4.478 D_real: 0.008 D_fake: 0.068 +(epoch: 51, iters: 19600, time: 0.408, data: 0.020) G_GAN: 3.948 G_L1: 4.075 D_real: 0.047 D_fake: 0.048 +(epoch: 51, iters: 19700, time: 0.298, data: 0.020) G_GAN: 4.686 G_L1: 3.603 D_real: 0.007 D_fake: 0.320 +(epoch: 51, iters: 19800, time: 0.303, data: 0.017) G_GAN: 4.194 G_L1: 3.352 D_real: 0.187 D_fake: 0.074 +(epoch: 51, iters: 19900, time: 0.301, data: 0.019) G_GAN: 3.622 G_L1: 3.179 D_real: 0.336 D_fake: 0.099 +(epoch: 51, iters: 20000, time: 0.408, data: 0.021) G_GAN: 5.740 G_L1: 3.896 D_real: 0.181 D_fake: 0.016 +(epoch: 51, iters: 20100, time: 0.297, data: 0.019) G_GAN: 6.089 G_L1: 4.810 D_real: 0.003 D_fake: 0.014 +(epoch: 51, iters: 20200, time: 0.308, data: 0.019) G_GAN: 4.451 G_L1: 4.032 D_real: 0.018 D_fake: 0.061 +(epoch: 51, iters: 20300, time: 0.304, data: 0.020) G_GAN: 6.187 G_L1: 4.368 D_real: 0.029 D_fake: 0.023 +(epoch: 51, iters: 20400, time: 0.406, data: 0.020) G_GAN: 5.017 G_L1: 3.247 D_real: 0.291 D_fake: 0.031 +(epoch: 51, iters: 20500, time: 0.304, data: 0.020) G_GAN: 5.595 G_L1: 5.978 D_real: 0.338 D_fake: 0.025 +(epoch: 51, iters: 20600, time: 0.304, data: 0.018) G_GAN: 4.603 G_L1: 4.036 D_real: 0.000 D_fake: 0.100 +(epoch: 51, iters: 20700, time: 0.305, data: 0.019) G_GAN: 3.307 G_L1: 2.849 D_real: 0.064 D_fake: 0.242 +(epoch: 51, iters: 20800, time: 0.427, data: 0.021) G_GAN: 6.180 G_L1: 3.801 D_real: 0.123 D_fake: 0.020 +(epoch: 51, iters: 20900, time: 0.304, data: 0.019) G_GAN: 3.603 G_L1: 4.416 D_real: 0.127 D_fake: 0.130 +(epoch: 51, iters: 21000, time: 0.294, data: 0.019) G_GAN: 5.029 G_L1: 3.822 D_real: 0.045 D_fake: 0.034 +(epoch: 51, iters: 21100, time: 0.298, data: 0.019) G_GAN: 4.192 G_L1: 4.445 D_real: 0.023 D_fake: 0.399 +(epoch: 51, iters: 21200, time: 0.589, data: 0.019) G_GAN: 3.680 G_L1: 3.341 D_real: 0.052 D_fake: 0.111 +(epoch: 51, iters: 21300, time: 0.300, data: 0.019) G_GAN: 6.676 G_L1: 4.118 D_real: 0.042 D_fake: 0.008 +(epoch: 51, iters: 21400, time: 0.300, data: 0.019) G_GAN: 5.542 G_L1: 3.001 D_real: 0.021 D_fake: 0.047 +(epoch: 51, iters: 21500, time: 0.302, data: 0.021) G_GAN: 4.612 G_L1: 4.232 D_real: 0.015 D_fake: 0.096 +(epoch: 51, iters: 21600, time: 0.415, data: 0.021) G_GAN: 5.079 G_L1: 3.123 D_real: 0.006 D_fake: 0.021 +(epoch: 51, iters: 21700, time: 0.303, data: 0.020) G_GAN: 5.271 G_L1: 5.774 D_real: 0.011 D_fake: 0.137 +(epoch: 51, iters: 21800, time: 0.301, data: 0.019) G_GAN: 5.068 G_L1: 3.959 D_real: 0.000 D_fake: 0.051 +(epoch: 51, iters: 21900, time: 0.296, data: 0.018) G_GAN: 4.493 G_L1: 4.250 D_real: 0.002 D_fake: 0.102 +(epoch: 51, iters: 22000, time: 0.389, data: 0.019) G_GAN: 5.163 G_L1: 4.256 D_real: 0.108 D_fake: 0.020 +(epoch: 51, iters: 22100, time: 0.304, data: 0.019) G_GAN: 4.632 G_L1: 3.579 D_real: 0.082 D_fake: 0.052 +(epoch: 51, iters: 22200, time: 0.295, data: 0.018) G_GAN: 4.722 G_L1: 3.676 D_real: 0.035 D_fake: 0.116 +(epoch: 51, iters: 22300, time: 0.300, data: 0.018) G_GAN: 5.593 G_L1: 3.987 D_real: 0.003 D_fake: 0.025 +(epoch: 51, iters: 22400, time: 0.383, data: 0.019) G_GAN: 3.672 G_L1: 4.180 D_real: 0.087 D_fake: 0.086 +(epoch: 51, iters: 22500, time: 0.300, data: 0.019) G_GAN: 4.156 G_L1: 5.902 D_real: 0.489 D_fake: 0.032 +(epoch: 51, iters: 22600, time: 0.306, data: 0.019) G_GAN: 3.255 G_L1: 3.841 D_real: 0.182 D_fake: 0.176 +(epoch: 51, iters: 22700, time: 0.304, data: 0.020) G_GAN: 5.258 G_L1: 4.911 D_real: 0.036 D_fake: 0.021 +(epoch: 51, iters: 22800, time: 0.375, data: 0.027) G_GAN: 5.778 G_L1: 5.159 D_real: 0.058 D_fake: 0.070 +(epoch: 51, iters: 22900, time: 0.301, data: 0.018) G_GAN: 7.212 G_L1: 6.367 D_real: 0.041 D_fake: 0.262 +(epoch: 51, iters: 23000, time: 0.306, data: 0.018) G_GAN: 4.569 G_L1: 3.903 D_real: 0.015 D_fake: 0.114 +(epoch: 51, iters: 23100, time: 0.302, data: 0.019) G_GAN: 5.607 G_L1: 8.209 D_real: 0.000 D_fake: 0.026 +(epoch: 51, iters: 23200, time: 0.593, data: 0.018) G_GAN: 3.878 G_L1: 4.014 D_real: 0.080 D_fake: 0.052 +(epoch: 51, iters: 23300, time: 0.296, data: 0.019) G_GAN: 5.014 G_L1: 2.778 D_real: 0.106 D_fake: 0.098 +(epoch: 51, iters: 23400, time: 0.298, data: 0.020) G_GAN: 6.322 G_L1: 3.857 D_real: 0.007 D_fake: 0.011 +(epoch: 51, iters: 23500, time: 0.306, data: 0.018) G_GAN: 4.261 G_L1: 3.926 D_real: 0.058 D_fake: 0.041 +(epoch: 51, iters: 23600, time: 0.417, data: 0.021) G_GAN: 5.096 G_L1: 3.212 D_real: 0.001 D_fake: 0.043 +(epoch: 51, iters: 23700, time: 0.297, data: 0.018) G_GAN: 5.272 G_L1: 4.941 D_real: 0.030 D_fake: 0.068 +(epoch: 51, iters: 23800, time: 0.299, data: 0.018) G_GAN: 5.030 G_L1: 4.177 D_real: 0.006 D_fake: 0.039 +(epoch: 51, iters: 23900, time: 0.298, data: 0.019) G_GAN: 3.511 G_L1: 3.570 D_real: 0.482 D_fake: 0.078 +(epoch: 51, iters: 24000, time: 0.423, data: 0.018) G_GAN: 4.998 G_L1: 5.942 D_real: 0.109 D_fake: 0.290 +(epoch: 51, iters: 24100, time: 0.291, data: 0.020) G_GAN: 4.090 G_L1: 2.840 D_real: 0.044 D_fake: 0.075 +(epoch: 51, iters: 24200, time: 0.291, data: 0.017) G_GAN: 5.081 G_L1: 3.506 D_real: 0.048 D_fake: 0.118 +(epoch: 51, iters: 24300, time: 0.304, data: 0.019) G_GAN: 4.139 G_L1: 3.555 D_real: 0.249 D_fake: 0.058 +(epoch: 51, iters: 24400, time: 0.387, data: 0.021) G_GAN: 8.572 G_L1: 6.533 D_real: 0.106 D_fake: 0.001 +(epoch: 51, iters: 24500, time: 0.303, data: 0.020) G_GAN: 3.038 G_L1: 3.837 D_real: 0.317 D_fake: 0.085 +(epoch: 51, iters: 24600, time: 0.305, data: 0.019) G_GAN: 6.441 G_L1: 2.935 D_real: 0.004 D_fake: 0.012 +(epoch: 51, iters: 24700, time: 0.297, data: 0.018) G_GAN: 4.177 G_L1: 3.945 D_real: 0.005 D_fake: 0.061 +(epoch: 51, iters: 24800, time: 0.420, data: 0.020) G_GAN: 5.823 G_L1: 7.605 D_real: 0.004 D_fake: 0.029 +(epoch: 51, iters: 24900, time: 0.295, data: 0.018) G_GAN: 6.167 G_L1: 6.227 D_real: 0.062 D_fake: 0.011 +(epoch: 51, iters: 25000, time: 0.300, data: 0.019) G_GAN: 5.809 G_L1: 4.469 D_real: 0.006 D_fake: 0.021 +(epoch: 51, iters: 25100, time: 0.306, data: 0.018) G_GAN: 5.684 G_L1: 4.532 D_real: 0.004 D_fake: 0.049 +(epoch: 51, iters: 25200, time: 0.541, data: 0.018) G_GAN: 5.669 G_L1: 2.998 D_real: 0.002 D_fake: 0.017 +(epoch: 51, iters: 25300, time: 0.302, data: 0.019) G_GAN: 5.407 G_L1: 3.351 D_real: 0.041 D_fake: 0.270 +(epoch: 51, iters: 25400, time: 0.294, data: 0.019) G_GAN: 6.901 G_L1: 8.960 D_real: 0.014 D_fake: 0.021 +(epoch: 51, iters: 25500, time: 0.298, data: 0.020) G_GAN: 5.751 G_L1: 3.994 D_real: 0.004 D_fake: 0.019 +(epoch: 51, iters: 25600, time: 0.427, data: 0.018) G_GAN: 7.086 G_L1: 3.563 D_real: 0.104 D_fake: 0.011 +(epoch: 51, iters: 25700, time: 0.304, data: 0.019) G_GAN: 4.710 G_L1: 3.268 D_real: 0.019 D_fake: 0.034 +(epoch: 51, iters: 25800, time: 0.302, data: 0.021) G_GAN: 12.071 G_L1: 7.662 D_real: 0.517 D_fake: 0.002 +(epoch: 51, iters: 25900, time: 0.296, data: 0.018) G_GAN: 5.794 G_L1: 4.294 D_real: 0.005 D_fake: 0.041 +(epoch: 51, iters: 26000, time: 0.389, data: 0.018) G_GAN: 5.257 G_L1: 3.398 D_real: 0.030 D_fake: 0.033 +(epoch: 51, iters: 26100, time: 0.291, data: 0.019) G_GAN: 6.179 G_L1: 4.892 D_real: 0.069 D_fake: 0.023 +(epoch: 51, iters: 26200, time: 0.297, data: 0.016) G_GAN: 6.007 G_L1: 3.575 D_real: 0.101 D_fake: 0.009 +(epoch: 51, iters: 26300, time: 0.298, data: 0.018) G_GAN: 8.204 G_L1: 3.572 D_real: 0.030 D_fake: 0.002 +(epoch: 51, iters: 26400, time: 0.424, data: 0.018) G_GAN: 7.483 G_L1: 6.486 D_real: 0.005 D_fake: 0.028 +(epoch: 51, iters: 26500, time: 0.290, data: 0.019) G_GAN: 5.762 G_L1: 5.020 D_real: 0.001 D_fake: 0.154 +(epoch: 51, iters: 26600, time: 0.295, data: 0.018) G_GAN: 10.252 G_L1: 5.720 D_real: 0.003 D_fake: 0.001 +(epoch: 51, iters: 26700, time: 0.302, data: 0.018) G_GAN: 6.086 G_L1: 4.474 D_real: 0.002 D_fake: 0.016 +(epoch: 51, iters: 26800, time: 0.419, data: 0.020) G_GAN: 8.646 G_L1: 5.247 D_real: 0.005 D_fake: 0.006 +(epoch: 51, iters: 26900, time: 0.294, data: 0.020) G_GAN: 8.095 G_L1: 7.355 D_real: 0.002 D_fake: 0.029 +(epoch: 51, iters: 27000, time: 0.292, data: 0.019) G_GAN: 8.605 G_L1: 6.042 D_real: 0.001 D_fake: 0.148 +(epoch: 51, iters: 27100, time: 0.304, data: 0.019) G_GAN: 4.809 G_L1: 3.570 D_real: 0.001 D_fake: 0.038 +(epoch: 51, iters: 27200, time: 0.583, data: 0.018) G_GAN: 4.704 G_L1: 3.487 D_real: 0.004 D_fake: 0.040 +(epoch: 51, iters: 27300, time: 0.304, data: 0.022) G_GAN: 6.772 G_L1: 8.598 D_real: 0.000 D_fake: 0.009 +(epoch: 51, iters: 27400, time: 0.302, data: 0.018) G_GAN: 5.424 G_L1: 6.957 D_real: 0.000 D_fake: 0.018 +(epoch: 51, iters: 27500, time: 0.304, data: 0.019) G_GAN: 5.198 G_L1: 4.986 D_real: 0.011 D_fake: 0.017 +(epoch: 51, iters: 27600, time: 0.416, data: 0.023) G_GAN: 6.846 G_L1: 6.997 D_real: 0.001 D_fake: 0.017 +(epoch: 51, iters: 27700, time: 0.306, data: 0.020) G_GAN: 6.689 G_L1: 10.658 D_real: 0.000 D_fake: 0.003 +(epoch: 51, iters: 27800, time: 0.300, data: 0.019) G_GAN: 5.037 G_L1: 5.335 D_real: 0.000 D_fake: 0.018 +(epoch: 51, iters: 27900, time: 0.304, data: 0.020) G_GAN: 3.617 G_L1: 5.357 D_real: 0.000 D_fake: 0.178 +(epoch: 51, iters: 28000, time: 0.415, data: 0.020) G_GAN: 5.657 G_L1: 4.853 D_real: 0.009 D_fake: 0.014 +(epoch: 51, iters: 28100, time: 0.299, data: 0.018) G_GAN: 6.067 G_L1: 4.435 D_real: 0.001 D_fake: 0.008 +(epoch: 51, iters: 28200, time: 0.304, data: 0.019) G_GAN: 4.738 G_L1: 4.516 D_real: 0.000 D_fake: 0.149 +(epoch: 51, iters: 28300, time: 0.302, data: 0.018) G_GAN: 3.867 G_L1: 3.773 D_real: 0.001 D_fake: 0.138 +(epoch: 51, iters: 28400, time: 0.419, data: 0.019) G_GAN: 3.650 G_L1: 4.644 D_real: 0.000 D_fake: 0.028 +(epoch: 51, iters: 28500, time: 0.306, data: 0.019) G_GAN: 5.653 G_L1: 6.129 D_real: 0.001 D_fake: 0.047 +(epoch: 51, iters: 28600, time: 0.293, data: 0.023) G_GAN: 3.823 G_L1: 5.189 D_real: 0.008 D_fake: 0.018 +(epoch: 51, iters: 28700, time: 0.303, data: 0.018) G_GAN: 5.507 G_L1: 6.379 D_real: 0.000 D_fake: 0.017 +(epoch: 51, iters: 28800, time: 0.425, data: 0.018) G_GAN: 7.129 G_L1: 7.913 D_real: 0.000 D_fake: 0.012 +(epoch: 51, iters: 28900, time: 0.304, data: 0.019) G_GAN: 4.610 G_L1: 7.940 D_real: 0.000 D_fake: 0.223 +(epoch: 51, iters: 29000, time: 0.297, data: 0.018) G_GAN: 6.121 G_L1: 12.629 D_real: 0.001 D_fake: 0.016 +(epoch: 51, iters: 29100, time: 0.303, data: 0.018) G_GAN: 2.868 G_L1: 4.378 D_real: 0.003 D_fake: 0.133 +(epoch: 51, iters: 29200, time: 0.574, data: 0.019) G_GAN: 4.597 G_L1: 8.644 D_real: 0.000 D_fake: 0.075 +(epoch: 51, iters: 29300, time: 0.305, data: 0.020) G_GAN: 6.073 G_L1: 6.566 D_real: 0.000 D_fake: 0.025 +(epoch: 51, iters: 29400, time: 0.302, data: 0.020) G_GAN: 5.720 G_L1: 5.571 D_real: 0.000 D_fake: 0.085 +(epoch: 51, iters: 29500, time: 0.304, data: 0.018) G_GAN: 6.535 G_L1: 4.047 D_real: 0.001 D_fake: 0.003 +(epoch: 51, iters: 29600, time: 0.413, data: 0.019) G_GAN: 5.683 G_L1: 4.390 D_real: 0.000 D_fake: 0.045 +(epoch: 51, iters: 29700, time: 0.296, data: 0.018) G_GAN: 5.456 G_L1: 4.546 D_real: 0.000 D_fake: 0.010 +(epoch: 51, iters: 29800, time: 0.285, data: 0.018) G_GAN: 3.575 G_L1: 3.971 D_real: 0.019 D_fake: 0.238 +(epoch: 51, iters: 29900, time: 0.299, data: 0.022) G_GAN: 3.544 G_L1: 4.802 D_real: 0.012 D_fake: 0.038 +(epoch: 51, iters: 30000, time: 0.395, data: 0.023) G_GAN: 2.477 G_L1: 4.099 D_real: 0.000 D_fake: 0.072 +(epoch: 51, iters: 30100, time: 0.299, data: 0.018) G_GAN: 4.647 G_L1: 4.792 D_real: 0.000 D_fake: 0.109 +(epoch: 51, iters: 30200, time: 0.302, data: 0.020) G_GAN: 5.831 G_L1: 4.703 D_real: 0.000 D_fake: 0.099 +(epoch: 51, iters: 30300, time: 0.297, data: 0.018) G_GAN: 2.219 G_L1: 5.865 D_real: 0.000 D_fake: 0.256 +(epoch: 51, iters: 30400, time: 0.434, data: 0.020) G_GAN: 2.288 G_L1: 5.608 D_real: 0.000 D_fake: 0.311 +(epoch: 51, iters: 30500, time: 0.301, data: 0.018) G_GAN: 5.809 G_L1: 6.056 D_real: 0.000 D_fake: 1.680 +(epoch: 51, iters: 30600, time: 0.294, data: 0.018) G_GAN: 3.482 G_L1: 4.440 D_real: 0.000 D_fake: 0.166 +(epoch: 51, iters: 30700, time: 0.294, data: 0.020) G_GAN: 4.244 G_L1: 9.999 D_real: 0.000 D_fake: 0.033 +(epoch: 51, iters: 30800, time: 0.414, data: 0.018) G_GAN: 3.485 G_L1: 5.440 D_real: 0.002 D_fake: 0.090 +(epoch: 51, iters: 30900, time: 0.289, data: 0.018) G_GAN: 4.378 G_L1: 4.886 D_real: 0.000 D_fake: 0.030 +(epoch: 51, iters: 31000, time: 0.304, data: 0.018) G_GAN: 3.924 G_L1: 4.520 D_real: 0.000 D_fake: 0.101 +(epoch: 51, iters: 31100, time: 0.307, data: 0.024) G_GAN: 3.823 G_L1: 4.648 D_real: 0.000 D_fake: 0.017 +(epoch: 51, iters: 31200, time: 0.594, data: 0.020) G_GAN: 2.575 G_L1: 5.325 D_real: 0.008 D_fake: 0.033 +(epoch: 51, iters: 31300, time: 0.299, data: 0.022) G_GAN: 3.008 G_L1: 4.346 D_real: 0.000 D_fake: 0.480 +(epoch: 51, iters: 31400, time: 0.291, data: 0.018) G_GAN: 3.696 G_L1: 5.703 D_real: 0.001 D_fake: 0.260 +(epoch: 51, iters: 31500, time: 0.299, data: 0.018) G_GAN: 4.906 G_L1: 7.268 D_real: 0.000 D_fake: 0.396 +(epoch: 51, iters: 31600, time: 0.422, data: 0.018) G_GAN: 2.343 G_L1: 4.166 D_real: 0.000 D_fake: 0.172 +(epoch: 51, iters: 31700, time: 0.298, data: 0.021) G_GAN: 3.542 G_L1: 10.767 D_real: 0.000 D_fake: 0.237 +(epoch: 51, iters: 31800, time: 0.299, data: 0.018) G_GAN: 2.090 G_L1: 4.417 D_real: 0.000 D_fake: 0.419 +(epoch: 51, iters: 31900, time: 0.301, data: 0.018) G_GAN: 5.813 G_L1: 12.462 D_real: 0.000 D_fake: 0.394 +(epoch: 51, iters: 32000, time: 0.416, data: 0.019) G_GAN: 3.083 G_L1: 3.969 D_real: 0.000 D_fake: 0.493 +(epoch: 51, iters: 32100, time: 0.296, data: 0.019) G_GAN: 3.166 G_L1: 4.366 D_real: 0.000 D_fake: 0.215 +(epoch: 51, iters: 32200, time: 0.295, data: 0.022) G_GAN: 3.097 G_L1: 5.097 D_real: 0.000 D_fake: 0.035 +(epoch: 51, iters: 32300, time: 0.297, data: 0.018) G_GAN: 5.345 G_L1: 4.282 D_real: 0.000 D_fake: 0.051 +(epoch: 51, iters: 32400, time: 0.406, data: 0.019) G_GAN: 3.679 G_L1: 8.655 D_real: 0.000 D_fake: 0.218 +(epoch: 51, iters: 32500, time: 0.304, data: 0.019) G_GAN: 2.405 G_L1: 4.149 D_real: 0.000 D_fake: 0.338 +(epoch: 51, iters: 32600, time: 0.290, data: 0.021) G_GAN: 5.676 G_L1: 7.095 D_real: 0.000 D_fake: 0.967 +(epoch: 51, iters: 32700, time: 0.302, data: 0.017) G_GAN: 2.201 G_L1: 3.564 D_real: 0.000 D_fake: 0.744 +(epoch: 51, iters: 32800, time: 0.402, data: 0.020) G_GAN: 2.510 G_L1: 4.422 D_real: 0.005 D_fake: 0.262 +(epoch: 51, iters: 32900, time: 0.295, data: 0.018) G_GAN: 3.049 G_L1: 3.972 D_real: 0.000 D_fake: 0.338 +(epoch: 51, iters: 33000, time: 0.301, data: 0.018) G_GAN: 2.799 G_L1: 4.871 D_real: 0.000 D_fake: 0.155 +(epoch: 51, iters: 33100, time: 0.305, data: 0.018) G_GAN: 3.155 G_L1: 3.991 D_real: 0.001 D_fake: 0.051 +(epoch: 51, iters: 33200, time: 0.577, data: 0.018) G_GAN: 3.171 G_L1: 6.990 D_real: 0.000 D_fake: 0.166 +(epoch: 51, iters: 33300, time: 0.296, data: 0.019) G_GAN: 2.927 G_L1: 7.701 D_real: 0.000 D_fake: 0.486 +(epoch: 51, iters: 33400, time: 0.299, data: 0.017) G_GAN: 2.599 G_L1: 4.135 D_real: 0.000 D_fake: 0.115 +(epoch: 51, iters: 33500, time: 0.304, data: 0.019) G_GAN: 2.345 G_L1: 3.809 D_real: 0.000 D_fake: 0.172 +(epoch: 51, iters: 33600, time: 0.406, data: 0.020) G_GAN: 2.719 G_L1: 6.193 D_real: 0.000 D_fake: 0.329 +(epoch: 51, iters: 33700, time: 0.301, data: 0.017) G_GAN: 2.034 G_L1: 4.823 D_real: 0.000 D_fake: 0.084 +(epoch: 51, iters: 33800, time: 0.295, data: 0.018) G_GAN: 4.655 G_L1: 5.703 D_real: 0.000 D_fake: 0.059 +(epoch: 51, iters: 33900, time: 0.304, data: 0.020) G_GAN: 3.005 G_L1: 5.161 D_real: 0.000 D_fake: 0.154 +(epoch: 51, iters: 34000, time: 0.412, data: 0.021) G_GAN: 2.858 G_L1: 4.005 D_real: 0.000 D_fake: 0.187 +(epoch: 51, iters: 34100, time: 0.294, data: 0.018) G_GAN: 2.894 G_L1: 3.889 D_real: 0.000 D_fake: 0.866 +(epoch: 51, iters: 34200, time: 0.299, data: 0.020) G_GAN: 1.540 G_L1: 3.893 D_real: 0.002 D_fake: 0.133 +(epoch: 51, iters: 34300, time: 0.303, data: 0.020) G_GAN: 2.422 G_L1: 6.552 D_real: 0.000 D_fake: 0.058 +(epoch: 51, iters: 34400, time: 0.421, data: 0.020) G_GAN: 3.125 G_L1: 4.343 D_real: 0.000 D_fake: 0.294 +(epoch: 51, iters: 34500, time: 0.300, data: 0.018) G_GAN: 3.163 G_L1: 5.411 D_real: 0.000 D_fake: 0.143 +(epoch: 51, iters: 34600, time: 0.303, data: 0.020) G_GAN: 2.053 G_L1: 5.413 D_real: 0.000 D_fake: 0.697 +(epoch: 51, iters: 34700, time: 0.301, data: 0.022) G_GAN: 2.231 G_L1: 6.827 D_real: 0.000 D_fake: 0.200 +(epoch: 51, iters: 34800, time: 0.435, data: 0.018) G_GAN: 3.629 G_L1: 5.326 D_real: 0.000 D_fake: 0.526 +(epoch: 51, iters: 34900, time: 0.300, data: 0.019) G_GAN: 2.643 G_L1: 5.583 D_real: 0.000 D_fake: 0.147 +(epoch: 51, iters: 35000, time: 0.305, data: 0.021) G_GAN: 1.543 G_L1: 3.958 D_real: 0.000 D_fake: 0.564 +(epoch: 51, iters: 35100, time: 0.293, data: 0.019) G_GAN: 2.518 G_L1: 4.857 D_real: 0.000 D_fake: 0.406 +(epoch: 51, iters: 35200, time: 0.591, data: 0.017) G_GAN: 2.272 G_L1: 3.347 D_real: 0.000 D_fake: 0.926 +(epoch: 51, iters: 35300, time: 0.311, data: 0.018) G_GAN: 1.814 G_L1: 4.600 D_real: 0.000 D_fake: 0.362 +(epoch: 51, iters: 35400, time: 0.296, data: 0.019) G_GAN: 2.670 G_L1: 3.705 D_real: 0.003 D_fake: 0.083 +(epoch: 51, iters: 35500, time: 0.301, data: 0.018) G_GAN: 3.047 G_L1: 7.680 D_real: 0.000 D_fake: 0.570 +(epoch: 51, iters: 35600, time: 0.414, data: 0.018) G_GAN: 2.232 G_L1: 4.363 D_real: 0.000 D_fake: 0.152 +(epoch: 51, iters: 35700, time: 0.301, data: 0.019) G_GAN: 2.122 G_L1: 4.064 D_real: 0.000 D_fake: 0.705 +(epoch: 51, iters: 35800, time: 0.306, data: 0.019) G_GAN: 3.769 G_L1: 5.676 D_real: 0.000 D_fake: 0.070 +(epoch: 51, iters: 35900, time: 0.303, data: 0.018) G_GAN: 2.769 G_L1: 5.342 D_real: 0.000 D_fake: 0.321 +(epoch: 51, iters: 36000, time: 0.427, data: 0.019) G_GAN: 3.446 G_L1: 4.885 D_real: 0.000 D_fake: 0.152 +(epoch: 51, iters: 36100, time: 0.302, data: 0.018) G_GAN: 1.753 G_L1: 4.843 D_real: 0.000 D_fake: 0.494 +(epoch: 51, iters: 36200, time: 0.304, data: 0.019) G_GAN: 2.995 G_L1: 6.358 D_real: 0.000 D_fake: 1.166 +(epoch: 51, iters: 36300, time: 0.304, data: 0.019) G_GAN: 2.438 G_L1: 5.612 D_real: 0.000 D_fake: 0.185 +(epoch: 51, iters: 36400, time: 0.416, data: 0.019) G_GAN: 1.667 G_L1: 3.294 D_real: 0.000 D_fake: 0.215 +(epoch: 51, iters: 36500, time: 0.293, data: 0.019) G_GAN: 1.326 G_L1: 3.501 D_real: 0.000 D_fake: 0.289 +(epoch: 51, iters: 36600, time: 0.301, data: 0.018) G_GAN: 1.995 G_L1: 4.977 D_real: 0.000 D_fake: 0.349 +(epoch: 51, iters: 36700, time: 0.296, data: 0.019) G_GAN: 1.982 G_L1: 6.189 D_real: 0.005 D_fake: 0.158 +(epoch: 51, iters: 36800, time: 0.388, data: 0.018) G_GAN: 2.780 G_L1: 3.984 D_real: 0.002 D_fake: 0.209 +(epoch: 51, iters: 36900, time: 0.288, data: 0.018) G_GAN: 2.562 G_L1: 5.525 D_real: 0.001 D_fake: 0.324 +(epoch: 51, iters: 37000, time: 0.307, data: 0.017) G_GAN: 2.473 G_L1: 5.481 D_real: 0.000 D_fake: 0.477 +(epoch: 51, iters: 37100, time: 0.300, data: 0.020) G_GAN: 1.545 G_L1: 3.930 D_real: 0.000 D_fake: 0.391 +(epoch: 51, iters: 37200, time: 0.554, data: 0.019) G_GAN: 2.650 G_L1: 5.651 D_real: 0.000 D_fake: 0.171 +(epoch: 51, iters: 37300, time: 0.300, data: 0.019) G_GAN: 4.864 G_L1: 3.858 D_real: 0.001 D_fake: 0.008 +(epoch: 51, iters: 37400, time: 0.295, data: 0.018) G_GAN: 2.133 G_L1: 3.627 D_real: 0.004 D_fake: 0.113 +(epoch: 51, iters: 37500, time: 0.298, data: 0.020) G_GAN: 1.882 G_L1: 4.753 D_real: 0.000 D_fake: 0.236 +(epoch: 51, iters: 37600, time: 0.422, data: 0.019) G_GAN: 1.167 G_L1: 4.767 D_real: 0.001 D_fake: 0.853 +(epoch: 51, iters: 37700, time: 0.297, data: 0.019) G_GAN: 3.494 G_L1: 5.875 D_real: 0.004 D_fake: 0.206 +(epoch: 51, iters: 37800, time: 0.293, data: 0.017) G_GAN: 1.681 G_L1: 5.207 D_real: 0.000 D_fake: 0.250 +(epoch: 51, iters: 37900, time: 0.305, data: 0.021) G_GAN: 3.097 G_L1: 5.083 D_real: 0.000 D_fake: 0.117 +(epoch: 51, iters: 38000, time: 0.428, data: 0.019) G_GAN: 1.948 G_L1: 4.538 D_real: 0.004 D_fake: 0.709 +(epoch: 51, iters: 38100, time: 0.306, data: 0.019) G_GAN: 1.652 G_L1: 4.070 D_real: 0.005 D_fake: 0.299 +(epoch: 51, iters: 38200, time: 0.294, data: 0.018) G_GAN: 1.683 G_L1: 5.523 D_real: 0.000 D_fake: 0.409 +(epoch: 51, iters: 38300, time: 0.304, data: 0.017) G_GAN: 2.201 G_L1: 4.376 D_real: 0.000 D_fake: 0.259 +(epoch: 51, iters: 38400, time: 0.421, data: 0.020) G_GAN: 2.209 G_L1: 4.648 D_real: 0.000 D_fake: 0.344 +(epoch: 51, iters: 38500, time: 0.311, data: 0.021) G_GAN: 2.522 G_L1: 6.238 D_real: 0.005 D_fake: 0.293 +(epoch: 51, iters: 38600, time: 0.296, data: 0.017) G_GAN: 1.745 G_L1: 3.929 D_real: 0.000 D_fake: 0.286 +(epoch: 51, iters: 38700, time: 0.305, data: 0.023) G_GAN: 2.016 G_L1: 4.345 D_real: 0.000 D_fake: 0.324 +(epoch: 51, iters: 38800, time: 0.406, data: 0.019) G_GAN: 2.157 G_L1: 3.611 D_real: 0.000 D_fake: 0.159 +(epoch: 51, iters: 38900, time: 0.295, data: 0.020) G_GAN: 2.192 G_L1: 6.996 D_real: 0.000 D_fake: 0.530 +(epoch: 51, iters: 39000, time: 0.306, data: 0.018) G_GAN: 2.798 G_L1: 4.299 D_real: 0.000 D_fake: 0.148 +(epoch: 51, iters: 39100, time: 0.300, data: 0.018) G_GAN: 1.935 G_L1: 4.477 D_real: 0.001 D_fake: 0.404 +(epoch: 51, iters: 39200, time: 0.601, data: 0.019) G_GAN: 2.724 G_L1: 11.668 D_real: 0.003 D_fake: 0.230 +(epoch: 51, iters: 39300, time: 0.287, data: 0.019) G_GAN: 1.891 G_L1: 4.379 D_real: 0.000 D_fake: 0.336 +(epoch: 51, iters: 39400, time: 0.279, data: 0.018) G_GAN: 3.180 G_L1: 6.818 D_real: 0.000 D_fake: 0.383 +(epoch: 51, iters: 39500, time: 0.296, data: 0.015) G_GAN: 1.736 G_L1: 5.553 D_real: 0.016 D_fake: 0.360 +(epoch: 51, iters: 39600, time: 0.419, data: 0.018) G_GAN: 2.135 G_L1: 7.773 D_real: 0.003 D_fake: 0.389 +(epoch: 51, iters: 39700, time: 0.292, data: 0.017) G_GAN: 2.357 G_L1: 4.265 D_real: 0.001 D_fake: 0.445 +(epoch: 51, iters: 39800, time: 0.292, data: 0.018) G_GAN: 2.440 G_L1: 6.482 D_real: 0.003 D_fake: 0.364 +(epoch: 51, iters: 39900, time: 0.295, data: 0.018) G_GAN: 3.153 G_L1: 6.789 D_real: 0.000 D_fake: 0.527 +(epoch: 51, iters: 40000, time: 0.377, data: 0.019) G_GAN: 2.019 G_L1: 4.928 D_real: 0.000 D_fake: 0.929 +(epoch: 51, iters: 40100, time: 0.300, data: 0.018) G_GAN: 1.817 G_L1: 4.310 D_real: 0.000 D_fake: 0.492 +(epoch: 51, iters: 40200, time: 0.294, data: 0.019) G_GAN: 2.222 G_L1: 6.470 D_real: 0.000 D_fake: 0.414 +(epoch: 51, iters: 40300, time: 0.303, data: 0.018) G_GAN: 2.508 G_L1: 5.132 D_real: 0.000 D_fake: 0.329 +(epoch: 51, iters: 40400, time: 0.421, data: 0.018) G_GAN: 3.528 G_L1: 11.094 D_real: 0.006 D_fake: 0.203 +(epoch: 51, iters: 40500, time: 0.302, data: 0.017) G_GAN: 2.332 G_L1: 4.784 D_real: 0.000 D_fake: 0.234 +(epoch: 51, iters: 40600, time: 0.295, data: 0.020) G_GAN: 1.123 G_L1: 3.721 D_real: 0.000 D_fake: 0.520 +(epoch: 51, iters: 40700, time: 0.299, data: 0.018) G_GAN: 1.979 G_L1: 3.868 D_real: 0.001 D_fake: 0.256 +(epoch: 51, iters: 40800, time: 0.428, data: 0.020) G_GAN: 1.813 G_L1: 5.184 D_real: 0.000 D_fake: 0.461 +(epoch: 51, iters: 40900, time: 0.307, data: 0.020) G_GAN: 1.885 G_L1: 4.776 D_real: 0.000 D_fake: 0.217 +(epoch: 51, iters: 41000, time: 0.301, data: 0.018) G_GAN: 1.312 G_L1: 3.743 D_real: 0.000 D_fake: 0.608 +(epoch: 51, iters: 41100, time: 0.283, data: 0.018) G_GAN: 2.425 G_L1: 4.586 D_real: 0.002 D_fake: 0.217 +(epoch: 51, iters: 41200, time: 0.583, data: 0.017) G_GAN: 1.858 G_L1: 3.918 D_real: 0.000 D_fake: 0.659 +(epoch: 51, iters: 41300, time: 0.300, data: 0.018) G_GAN: 2.062 G_L1: 3.986 D_real: 0.001 D_fake: 0.345 +(epoch: 51, iters: 41400, time: 0.299, data: 0.018) G_GAN: 2.604 G_L1: 6.441 D_real: 0.018 D_fake: 0.664 +(epoch: 51, iters: 41500, time: 0.304, data: 0.019) G_GAN: 1.207 G_L1: 3.684 D_real: 0.000 D_fake: 0.959 +(epoch: 51, iters: 41600, time: 0.410, data: 0.019) G_GAN: 0.974 G_L1: 4.455 D_real: 0.007 D_fake: 1.426 +(epoch: 51, iters: 41700, time: 0.304, data: 0.019) G_GAN: 2.054 G_L1: 4.885 D_real: 0.000 D_fake: 0.306 +(epoch: 51, iters: 41800, time: 0.293, data: 0.019) G_GAN: 1.971 G_L1: 5.098 D_real: 0.000 D_fake: 0.868 +(epoch: 51, iters: 41900, time: 0.303, data: 0.017) G_GAN: 1.591 G_L1: 3.839 D_real: 0.000 D_fake: 0.352 +(epoch: 51, iters: 42000, time: 0.410, data: 0.019) G_GAN: 1.899 G_L1: 5.863 D_real: 0.000 D_fake: 0.469 +(epoch: 51, iters: 42100, time: 0.299, data: 0.017) G_GAN: 2.239 G_L1: 5.205 D_real: 0.000 D_fake: 0.480 +(epoch: 51, iters: 42200, time: 0.299, data: 0.019) G_GAN: 1.185 G_L1: 6.294 D_real: 0.006 D_fake: 1.128 +(epoch: 51, iters: 42300, time: 0.298, data: 0.018) G_GAN: 1.396 G_L1: 4.655 D_real: 0.000 D_fake: 1.078 +(epoch: 51, iters: 42400, time: 0.425, data: 0.020) G_GAN: 1.363 G_L1: 6.461 D_real: 0.000 D_fake: 0.544 +(epoch: 51, iters: 42500, time: 0.301, data: 0.018) G_GAN: 3.131 G_L1: 6.990 D_real: 0.000 D_fake: 0.448 +(epoch: 51, iters: 42600, time: 0.301, data: 0.018) G_GAN: 2.426 G_L1: 5.661 D_real: 0.000 D_fake: 0.260 +(epoch: 51, iters: 42700, time: 0.286, data: 0.019) G_GAN: 1.825 G_L1: 4.731 D_real: 0.000 D_fake: 0.552 +(epoch: 51, iters: 42800, time: 0.423, data: 0.016) G_GAN: 2.140 G_L1: 4.882 D_real: 0.000 D_fake: 0.187 +(epoch: 51, iters: 42900, time: 0.289, data: 0.021) G_GAN: 1.363 G_L1: 4.178 D_real: 0.000 D_fake: 1.013 +(epoch: 51, iters: 43000, time: 0.292, data: 0.021) G_GAN: 1.426 G_L1: 4.765 D_real: 0.000 D_fake: 0.795 +(epoch: 51, iters: 43100, time: 0.298, data: 0.018) G_GAN: 1.869 G_L1: 4.065 D_real: 0.000 D_fake: 0.256 +(epoch: 51, iters: 43200, time: 0.568, data: 0.017) G_GAN: 3.654 G_L1: 7.120 D_real: 0.021 D_fake: 0.181 +(epoch: 51, iters: 43300, time: 0.292, data: 0.020) G_GAN: 3.040 G_L1: 8.125 D_real: 0.003 D_fake: 0.289 +(epoch: 51, iters: 43400, time: 0.295, data: 0.026) G_GAN: 1.772 G_L1: 4.249 D_real: 0.000 D_fake: 0.622 +(epoch: 51, iters: 43500, time: 0.293, data: 0.018) G_GAN: 2.000 G_L1: 6.724 D_real: 0.000 D_fake: 0.293 +(epoch: 51, iters: 43600, time: 0.395, data: 0.018) G_GAN: 2.222 G_L1: 6.016 D_real: 0.023 D_fake: 0.447 +(epoch: 51, iters: 43700, time: 0.299, data: 0.023) G_GAN: 1.354 G_L1: 4.300 D_real: 0.000 D_fake: 0.462 +(epoch: 51, iters: 43800, time: 0.297, data: 0.018) G_GAN: 1.510 G_L1: 5.954 D_real: 0.000 D_fake: 0.313 +(epoch: 51, iters: 43900, time: 0.303, data: 0.017) G_GAN: 1.872 G_L1: 4.512 D_real: 0.000 D_fake: 0.299 +(epoch: 51, iters: 44000, time: 0.427, data: 0.018) G_GAN: 2.451 G_L1: 4.932 D_real: 0.000 D_fake: 0.217 +(epoch: 51, iters: 44100, time: 0.302, data: 0.018) G_GAN: 2.400 G_L1: 4.107 D_real: 0.000 D_fake: 0.335 +(epoch: 51, iters: 44200, time: 0.298, data: 0.017) G_GAN: 2.035 G_L1: 6.011 D_real: 0.003 D_fake: 0.832 +(epoch: 51, iters: 44300, time: 0.303, data: 0.019) G_GAN: 1.300 G_L1: 3.624 D_real: 0.001 D_fake: 0.747 +(epoch: 51, iters: 44400, time: 0.414, data: 0.019) G_GAN: 1.677 G_L1: 4.804 D_real: 0.000 D_fake: 0.270 +(epoch: 51, iters: 44500, time: 0.292, data: 0.018) G_GAN: 1.899 G_L1: 5.052 D_real: 0.000 D_fake: 0.578 +(epoch: 51, iters: 44600, time: 0.281, data: 0.016) G_GAN: 1.421 G_L1: 3.682 D_real: 0.001 D_fake: 0.435 +(epoch: 51, iters: 44700, time: 0.290, data: 0.016) G_GAN: 2.628 G_L1: 5.017 D_real: 0.000 D_fake: 0.215 +(epoch: 51, iters: 44800, time: 0.418, data: 0.018) G_GAN: 1.355 G_L1: 5.058 D_real: 0.002 D_fake: 0.361 +(epoch: 51, iters: 44900, time: 0.272, data: 0.018) G_GAN: 3.237 G_L1: 5.085 D_real: 0.000 D_fake: 0.148 +(epoch: 51, iters: 45000, time: 0.294, data: 0.014) G_GAN: 1.971 G_L1: 7.117 D_real: 0.059 D_fake: 0.178 +(epoch: 51, iters: 45100, time: 0.291, data: 0.018) G_GAN: 1.344 G_L1: 3.344 D_real: 0.001 D_fake: 0.428 +(epoch: 51, iters: 45200, time: 0.527, data: 0.016) G_GAN: 1.487 G_L1: 3.534 D_real: 0.000 D_fake: 0.384 +(epoch: 51, iters: 45300, time: 0.299, data: 0.016) G_GAN: 2.620 G_L1: 5.889 D_real: 0.000 D_fake: 0.132 +(epoch: 51, iters: 45400, time: 0.296, data: 0.019) G_GAN: 1.927 G_L1: 3.697 D_real: 0.000 D_fake: 0.229 +(epoch: 51, iters: 45500, time: 0.303, data: 0.019) G_GAN: 1.434 G_L1: 5.277 D_real: 0.000 D_fake: 0.409 +(epoch: 51, iters: 45600, time: 0.405, data: 0.019) G_GAN: 1.744 G_L1: 4.599 D_real: 0.000 D_fake: 0.411 +(epoch: 51, iters: 45700, time: 0.293, data: 0.017) G_GAN: 3.863 G_L1: 7.716 D_real: 0.002 D_fake: 0.519 +(epoch: 51, iters: 45800, time: 0.288, data: 0.019) G_GAN: 2.083 G_L1: 3.914 D_real: 0.000 D_fake: 0.262 +(epoch: 51, iters: 45900, time: 0.300, data: 0.017) G_GAN: 1.409 G_L1: 5.462 D_real: 0.002 D_fake: 0.450 +(epoch: 51, iters: 46000, time: 0.407, data: 0.017) G_GAN: 2.126 G_L1: 4.411 D_real: 0.000 D_fake: 0.430 +(epoch: 51, iters: 46100, time: 0.306, data: 0.016) G_GAN: 2.132 G_L1: 4.814 D_real: 0.000 D_fake: 0.516 +(epoch: 51, iters: 46200, time: 0.298, data: 0.018) G_GAN: 2.067 G_L1: 3.712 D_real: 0.001 D_fake: 0.355 +(epoch: 51, iters: 46300, time: 0.280, data: 0.018) G_GAN: 1.899 G_L1: 4.537 D_real: 0.001 D_fake: 0.431 +(epoch: 51, iters: 46400, time: 0.414, data: 0.027) G_GAN: 2.299 G_L1: 4.151 D_real: 0.001 D_fake: 0.337 +(epoch: 51, iters: 46500, time: 0.283, data: 0.017) G_GAN: 1.047 G_L1: 4.245 D_real: 0.020 D_fake: 0.745 +(epoch: 51, iters: 46600, time: 0.287, data: 0.015) G_GAN: 2.571 G_L1: 4.960 D_real: 0.000 D_fake: 0.213 +(epoch: 51, iters: 46700, time: 0.293, data: 0.018) G_GAN: 1.027 G_L1: 4.070 D_real: 0.000 D_fake: 0.717 +(epoch: 51, iters: 46800, time: 0.425, data: 0.018) G_GAN: 1.925 G_L1: 4.185 D_real: 0.000 D_fake: 0.364 +(epoch: 51, iters: 46900, time: 0.291, data: 0.019) G_GAN: 1.377 G_L1: 3.046 D_real: 0.001 D_fake: 0.799 +(epoch: 51, iters: 47000, time: 0.303, data: 0.017) G_GAN: 1.142 G_L1: 3.930 D_real: 0.011 D_fake: 1.247 +(epoch: 51, iters: 47100, time: 0.295, data: 0.018) G_GAN: 1.462 G_L1: 4.027 D_real: 0.007 D_fake: 0.622 +(epoch: 51, iters: 47200, time: 0.604, data: 0.019) G_GAN: 1.400 G_L1: 4.286 D_real: 0.001 D_fake: 0.419 +(epoch: 51, iters: 47300, time: 0.295, data: 0.019) G_GAN: 2.059 G_L1: 4.886 D_real: 0.000 D_fake: 0.172 +(epoch: 51, iters: 47400, time: 0.295, data: 0.019) G_GAN: 2.039 G_L1: 6.744 D_real: 0.000 D_fake: 0.390 +(epoch: 51, iters: 47500, time: 0.293, data: 0.018) G_GAN: 1.343 G_L1: 3.082 D_real: 0.000 D_fake: 0.393 +(epoch: 51, iters: 47600, time: 0.399, data: 0.017) G_GAN: 1.648 G_L1: 4.061 D_real: 0.000 D_fake: 0.411 +(epoch: 51, iters: 47700, time: 0.274, data: 0.016) G_GAN: 1.141 G_L1: 4.411 D_real: 0.000 D_fake: 0.605 +(epoch: 51, iters: 47800, time: 0.295, data: 0.015) G_GAN: 1.508 G_L1: 7.494 D_real: 0.000 D_fake: 1.002 +(epoch: 51, iters: 47900, time: 0.293, data: 0.017) G_GAN: 2.387 G_L1: 4.611 D_real: 0.000 D_fake: 0.312 +(epoch: 51, iters: 48000, time: 0.384, data: 0.017) G_GAN: 1.194 G_L1: 4.908 D_real: 0.000 D_fake: 0.533 +(epoch: 51, iters: 48100, time: 0.291, data: 0.016) G_GAN: 2.775 G_L1: 7.287 D_real: 0.041 D_fake: 0.297 +(epoch: 51, iters: 48200, time: 0.297, data: 0.017) G_GAN: 1.352 G_L1: 5.954 D_real: 0.067 D_fake: 0.933 +(epoch: 51, iters: 48300, time: 0.296, data: 0.018) G_GAN: 1.390 G_L1: 4.558 D_real: 0.000 D_fake: 0.412 +(epoch: 51, iters: 48400, time: 0.412, data: 0.017) G_GAN: 1.534 G_L1: 3.823 D_real: 0.000 D_fake: 0.394 +(epoch: 51, iters: 48500, time: 0.296, data: 0.019) G_GAN: 1.539 G_L1: 6.912 D_real: 0.001 D_fake: 0.265 +(epoch: 51, iters: 48600, time: 0.286, data: 0.020) G_GAN: 1.147 G_L1: 4.204 D_real: 0.000 D_fake: 0.554 +(epoch: 51, iters: 48700, time: 0.296, data: 0.016) G_GAN: 2.494 G_L1: 8.669 D_real: 0.000 D_fake: 0.199 +(epoch: 51, iters: 48800, time: 0.390, data: 0.018) G_GAN: 1.194 G_L1: 4.248 D_real: 0.000 D_fake: 0.965 +(epoch: 51, iters: 48900, time: 0.282, data: 0.016) G_GAN: 1.748 G_L1: 6.522 D_real: 0.001 D_fake: 0.611 +(epoch: 51, iters: 49000, time: 0.276, data: 0.017) G_GAN: 1.536 G_L1: 6.439 D_real: 0.000 D_fake: 0.640 +(epoch: 51, iters: 49100, time: 0.304, data: 0.014) G_GAN: 1.913 G_L1: 4.132 D_real: 0.002 D_fake: 0.480 +(epoch: 51, iters: 49200, time: 0.562, data: 0.019) G_GAN: 1.361 G_L1: 3.642 D_real: 0.000 D_fake: 0.534 +(epoch: 51, iters: 49300, time: 0.278, data: 0.019) G_GAN: 1.490 G_L1: 4.590 D_real: 0.000 D_fake: 0.464 +(epoch: 51, iters: 49400, time: 0.301, data: 0.018) G_GAN: 1.740 G_L1: 4.735 D_real: 0.000 D_fake: 0.333 +(epoch: 51, iters: 49500, time: 0.292, data: 0.019) G_GAN: 1.138 G_L1: 4.790 D_real: 0.000 D_fake: 0.491 +(epoch: 51, iters: 49600, time: 0.384, data: 0.018) G_GAN: 2.027 G_L1: 4.805 D_real: 0.000 D_fake: 0.483 +(epoch: 51, iters: 49700, time: 0.291, data: 0.018) G_GAN: 1.819 G_L1: 5.839 D_real: 0.000 D_fake: 0.628 +(epoch: 51, iters: 49800, time: 0.303, data: 0.017) G_GAN: 2.095 G_L1: 5.944 D_real: 0.000 D_fake: 0.221 +(epoch: 51, iters: 49900, time: 0.304, data: 0.018) G_GAN: 1.538 G_L1: 4.821 D_real: 0.000 D_fake: 0.442 +(epoch: 51, iters: 50000, time: 0.382, data: 0.018) G_GAN: 1.621 G_L1: 4.393 D_real: 0.000 D_fake: 0.353 +(epoch: 51, iters: 50100, time: 0.285, data: 0.016) G_GAN: 1.699 G_L1: 5.032 D_real: 0.000 D_fake: 0.493 +(epoch: 51, iters: 50200, time: 0.297, data: 0.017) G_GAN: 2.080 G_L1: 3.802 D_real: 0.000 D_fake: 0.265 +(epoch: 51, iters: 50300, time: 0.302, data: 0.019) G_GAN: 1.156 G_L1: 3.741 D_real: 0.000 D_fake: 0.717 +(epoch: 51, iters: 50400, time: 0.389, data: 0.019) G_GAN: 1.292 G_L1: 4.243 D_real: 0.000 D_fake: 0.654 +(epoch: 51, iters: 50500, time: 0.303, data: 0.019) G_GAN: 1.423 G_L1: 4.294 D_real: 0.018 D_fake: 0.413 +(epoch: 51, iters: 50600, time: 0.294, data: 0.024) G_GAN: 1.318 G_L1: 5.486 D_real: 0.000 D_fake: 0.996 +(epoch: 51, iters: 50700, time: 0.297, data: 0.019) G_GAN: 1.347 G_L1: 4.395 D_real: 0.000 D_fake: 0.912 +(epoch: 51, iters: 50800, time: 0.421, data: 0.018) G_GAN: 2.442 G_L1: 6.664 D_real: 0.024 D_fake: 0.298 +(epoch: 51, iters: 50900, time: 0.301, data: 0.018) G_GAN: 1.415 G_L1: 6.221 D_real: 0.000 D_fake: 0.553 +(epoch: 51, iters: 51000, time: 0.285, data: 0.020) G_GAN: 1.162 G_L1: 3.518 D_real: 0.000 D_fake: 0.410 +(epoch: 51, iters: 51100, time: 0.302, data: 0.017) G_GAN: 1.927 G_L1: 6.035 D_real: 0.000 D_fake: 0.697 +(epoch: 51, iters: 51200, time: 0.574, data: 0.018) G_GAN: 1.149 G_L1: 3.569 D_real: 0.008 D_fake: 0.910 +(epoch: 51, iters: 51300, time: 0.296, data: 0.018) G_GAN: 1.683 G_L1: 4.931 D_real: 0.000 D_fake: 0.457 +(epoch: 51, iters: 51400, time: 0.302, data: 0.019) G_GAN: 1.472 G_L1: 4.788 D_real: 0.001 D_fake: 0.424 +(epoch: 51, iters: 51500, time: 0.296, data: 0.019) G_GAN: 2.255 G_L1: 4.976 D_real: 0.001 D_fake: 0.658 +(epoch: 51, iters: 51600, time: 0.389, data: 0.018) G_GAN: 1.615 G_L1: 3.787 D_real: 0.000 D_fake: 0.410 +(epoch: 51, iters: 51700, time: 0.303, data: 0.018) G_GAN: 1.027 G_L1: 4.393 D_real: 0.000 D_fake: 0.588 +(epoch: 51, iters: 51800, time: 0.299, data: 0.019) G_GAN: 1.452 G_L1: 5.376 D_real: 0.000 D_fake: 0.540 +(epoch: 51, iters: 51900, time: 0.289, data: 0.018) G_GAN: 1.195 G_L1: 4.579 D_real: 0.000 D_fake: 0.440 +(epoch: 51, iters: 52000, time: 0.406, data: 0.018) G_GAN: 2.180 G_L1: 4.989 D_real: 0.005 D_fake: 0.312 +(epoch: 51, iters: 52100, time: 0.300, data: 0.018) G_GAN: 1.176 G_L1: 3.686 D_real: 0.000 D_fake: 0.581 +(epoch: 51, iters: 52200, time: 0.291, data: 0.019) G_GAN: 1.514 G_L1: 4.029 D_real: 0.000 D_fake: 0.453 +(epoch: 51, iters: 52300, time: 0.301, data: 0.019) G_GAN: 1.446 G_L1: 5.241 D_real: 0.000 D_fake: 0.381 +(epoch: 51, iters: 52400, time: 0.422, data: 0.019) G_GAN: 1.214 G_L1: 4.844 D_real: 0.000 D_fake: 0.528 +(epoch: 51, iters: 52500, time: 0.303, data: 0.018) G_GAN: 2.052 G_L1: 8.508 D_real: 0.013 D_fake: 0.381 +(epoch: 51, iters: 52600, time: 0.283, data: 0.019) G_GAN: 1.325 G_L1: 4.418 D_real: 0.001 D_fake: 0.650 +(epoch: 51, iters: 52700, time: 0.295, data: 0.018) G_GAN: 1.715 G_L1: 4.683 D_real: 0.001 D_fake: 0.402 +(epoch: 51, iters: 52800, time: 0.387, data: 0.017) G_GAN: 1.789 G_L1: 5.277 D_real: 0.000 D_fake: 0.544 +(epoch: 51, iters: 52900, time: 0.294, data: 0.017) G_GAN: 1.684 G_L1: 5.386 D_real: 0.000 D_fake: 0.390 +(epoch: 51, iters: 53000, time: 0.290, data: 0.017) G_GAN: 1.528 G_L1: 4.827 D_real: 0.000 D_fake: 0.444 +(epoch: 51, iters: 53100, time: 0.304, data: 0.018) G_GAN: 1.619 G_L1: 4.054 D_real: 0.000 D_fake: 0.530 +(epoch: 51, iters: 53200, time: 0.591, data: 0.021) G_GAN: 1.316 G_L1: 3.699 D_real: 0.000 D_fake: 0.865 +(epoch: 51, iters: 53300, time: 0.301, data: 0.018) G_GAN: 1.062 G_L1: 4.232 D_real: 0.002 D_fake: 0.541 +(epoch: 51, iters: 53400, time: 0.291, data: 0.019) G_GAN: 1.388 G_L1: 3.836 D_real: 0.000 D_fake: 0.599 +(epoch: 51, iters: 53500, time: 0.296, data: 0.019) G_GAN: 1.389 G_L1: 4.436 D_real: 0.001 D_fake: 0.571 +(epoch: 51, iters: 53600, time: 0.417, data: 0.018) G_GAN: 2.330 G_L1: 5.827 D_real: 0.004 D_fake: 0.356 +(epoch: 51, iters: 53700, time: 0.298, data: 0.019) G_GAN: 1.529 G_L1: 4.661 D_real: 0.000 D_fake: 0.534 +(epoch: 51, iters: 53800, time: 0.293, data: 0.018) G_GAN: 1.037 G_L1: 4.638 D_real: 0.000 D_fake: 0.815 +(epoch: 51, iters: 53900, time: 0.303, data: 0.017) G_GAN: 1.028 G_L1: 4.520 D_real: 0.000 D_fake: 0.850 +(epoch: 51, iters: 54000, time: 0.389, data: 0.020) G_GAN: 1.171 G_L1: 3.961 D_real: 0.000 D_fake: 0.399 +(epoch: 51, iters: 54100, time: 0.298, data: 0.019) G_GAN: 2.000 G_L1: 5.362 D_real: 0.000 D_fake: 0.370 +(epoch: 51, iters: 54200, time: 0.298, data: 0.018) G_GAN: 1.433 G_L1: 4.398 D_real: 0.000 D_fake: 0.567 +(epoch: 51, iters: 54300, time: 0.297, data: 0.020) G_GAN: 1.421 G_L1: 3.871 D_real: 0.001 D_fake: 0.490 +(epoch: 51, iters: 54400, time: 0.399, data: 0.018) G_GAN: 1.382 G_L1: 4.712 D_real: 0.001 D_fake: 0.420 +(epoch: 51, iters: 54500, time: 0.303, data: 0.018) G_GAN: 1.647 G_L1: 4.840 D_real: 0.000 D_fake: 0.387 +(epoch: 51, iters: 54600, time: 0.296, data: 0.020) G_GAN: 1.779 G_L1: 4.672 D_real: 0.000 D_fake: 0.600 +(epoch: 51, iters: 54700, time: 0.296, data: 0.019) G_GAN: 1.634 G_L1: 4.743 D_real: 0.016 D_fake: 0.464 +(epoch: 51, iters: 54800, time: 0.400, data: 0.020) G_GAN: 1.270 G_L1: 4.778 D_real: 0.001 D_fake: 0.488 +(epoch: 51, iters: 54900, time: 0.304, data: 0.017) G_GAN: 1.252 G_L1: 5.510 D_real: 0.020 D_fake: 0.761 +(epoch: 51, iters: 55000, time: 0.302, data: 0.022) G_GAN: 0.904 G_L1: 3.702 D_real: 0.001 D_fake: 0.706 +(epoch: 51, iters: 55100, time: 0.305, data: 0.019) G_GAN: 1.069 G_L1: 6.188 D_real: 0.000 D_fake: 0.854 +(epoch: 51, iters: 55200, time: 0.528, data: 0.018) G_GAN: 1.103 G_L1: 3.604 D_real: 0.006 D_fake: 0.476 +(epoch: 51, iters: 55300, time: 0.302, data: 0.021) G_GAN: 1.074 G_L1: 4.793 D_real: 0.005 D_fake: 0.517 +(epoch: 51, iters: 55400, time: 0.297, data: 0.018) G_GAN: 2.806 G_L1: 6.621 D_real: 0.046 D_fake: 0.232 +(epoch: 51, iters: 55500, time: 0.303, data: 0.020) G_GAN: 1.504 G_L1: 4.159 D_real: 0.000 D_fake: 0.524 +(epoch: 51, iters: 55600, time: 0.399, data: 0.019) G_GAN: 1.874 G_L1: 5.098 D_real: 0.000 D_fake: 0.269 +(epoch: 51, iters: 55700, time: 0.291, data: 0.018) G_GAN: 1.040 G_L1: 4.524 D_real: 0.002 D_fake: 0.707 +(epoch: 51, iters: 55800, time: 0.294, data: 0.018) G_GAN: 1.358 G_L1: 6.401 D_real: 0.011 D_fake: 0.528 +(epoch: 51, iters: 55900, time: 0.286, data: 0.018) G_GAN: 1.423 G_L1: 5.095 D_real: 0.000 D_fake: 0.508 +(epoch: 51, iters: 56000, time: 0.389, data: 0.016) G_GAN: 1.967 G_L1: 5.723 D_real: 0.002 D_fake: 0.239 +(epoch: 51, iters: 56100, time: 0.298, data: 0.018) G_GAN: 1.250 G_L1: 4.767 D_real: 0.000 D_fake: 1.024 +(epoch: 51, iters: 56200, time: 0.302, data: 0.018) G_GAN: 1.075 G_L1: 3.836 D_real: 0.031 D_fake: 0.694 +(epoch: 51, iters: 56300, time: 0.295, data: 0.020) G_GAN: 1.359 G_L1: 4.937 D_real: 0.000 D_fake: 0.456 +(epoch: 51, iters: 56400, time: 0.389, data: 0.020) G_GAN: 1.905 G_L1: 5.446 D_real: 0.078 D_fake: 0.266 +(epoch: 51, iters: 56500, time: 0.295, data: 0.016) G_GAN: 1.761 G_L1: 5.022 D_real: 0.034 D_fake: 0.352 +(epoch: 51, iters: 56600, time: 0.291, data: 0.018) G_GAN: 1.354 G_L1: 5.061 D_real: 0.000 D_fake: 0.350 +(epoch: 51, iters: 56700, time: 0.302, data: 0.019) G_GAN: 1.876 G_L1: 6.099 D_real: 0.032 D_fake: 0.867 +(epoch: 51, iters: 56800, time: 0.424, data: 0.018) G_GAN: 1.786 G_L1: 3.765 D_real: 0.052 D_fake: 0.290 +(epoch: 51, iters: 56900, time: 0.288, data: 0.018) G_GAN: 1.503 G_L1: 4.947 D_real: 0.002 D_fake: 0.341 +(epoch: 51, iters: 57000, time: 0.292, data: 0.017) G_GAN: 2.310 G_L1: 4.421 D_real: 0.033 D_fake: 0.200 +(epoch: 51, iters: 57100, time: 0.289, data: 0.023) G_GAN: 2.301 G_L1: 5.705 D_real: 0.014 D_fake: 0.311 +(epoch: 51, iters: 57200, time: 0.574, data: 0.016) G_GAN: 1.455 G_L1: 3.695 D_real: 0.000 D_fake: 0.529 +(epoch: 51, iters: 57300, time: 0.295, data: 0.018) G_GAN: 1.957 G_L1: 7.902 D_real: 0.004 D_fake: 0.414 +(epoch: 51, iters: 57400, time: 0.293, data: 0.019) G_GAN: 2.501 G_L1: 6.260 D_real: 0.000 D_fake: 0.161 +(epoch: 51, iters: 57500, time: 0.288, data: 0.017) G_GAN: 1.443 G_L1: 4.001 D_real: 0.000 D_fake: 0.385 +(epoch: 51, iters: 57600, time: 0.416, data: 0.017) G_GAN: 2.715 G_L1: 4.431 D_real: 0.003 D_fake: 0.483 +(epoch: 51, iters: 57700, time: 0.299, data: 0.019) G_GAN: 1.857 G_L1: 4.584 D_real: 0.050 D_fake: 0.473 +(epoch: 51, iters: 57800, time: 0.291, data: 0.018) G_GAN: 2.426 G_L1: 4.546 D_real: 0.045 D_fake: 0.267 +(epoch: 51, iters: 57900, time: 0.293, data: 0.017) G_GAN: 2.245 G_L1: 4.583 D_real: 0.065 D_fake: 1.188 +(epoch: 51, iters: 58000, time: 0.401, data: 0.019) G_GAN: 7.572 G_L1: 7.312 D_real: 0.090 D_fake: 0.006 +(epoch: 51, iters: 58100, time: 0.301, data: 0.018) G_GAN: 3.793 G_L1: 3.421 D_real: 0.093 D_fake: 0.040 +(epoch: 51, iters: 58200, time: 0.296, data: 0.018) G_GAN: 2.521 G_L1: 4.300 D_real: 0.036 D_fake: 0.317 +(epoch: 51, iters: 58300, time: 0.295, data: 0.018) G_GAN: 6.096 G_L1: 3.888 D_real: 0.019 D_fake: 0.037 +(epoch: 51, iters: 58400, time: 0.420, data: 0.018) G_GAN: 3.792 G_L1: 8.806 D_real: 0.005 D_fake: 0.102 +(epoch: 51, iters: 58500, time: 0.292, data: 0.020) G_GAN: 3.192 G_L1: 5.512 D_real: 0.035 D_fake: 0.108 +(epoch: 51, iters: 58600, time: 0.298, data: 0.017) G_GAN: 1.988 G_L1: 3.864 D_real: 0.003 D_fake: 0.366 +(epoch: 51, iters: 58700, time: 0.304, data: 0.017) G_GAN: 3.320 G_L1: 3.670 D_real: 0.004 D_fake: 0.107 +(epoch: 51, iters: 58800, time: 0.410, data: 0.024) G_GAN: 2.813 G_L1: 4.746 D_real: 0.011 D_fake: 0.074 +(epoch: 51, iters: 58900, time: 0.296, data: 0.021) G_GAN: 2.428 G_L1: 4.572 D_real: 0.000 D_fake: 0.325 +(epoch: 51, iters: 59000, time: 0.304, data: 0.019) G_GAN: 1.951 G_L1: 4.207 D_real: 0.000 D_fake: 0.400 +(epoch: 51, iters: 59100, time: 0.295, data: 0.019) G_GAN: 1.816 G_L1: 4.424 D_real: 0.001 D_fake: 0.243 +(epoch: 51, iters: 59200, time: 0.564, data: 0.019) G_GAN: 3.357 G_L1: 5.189 D_real: 0.000 D_fake: 0.162 +(epoch: 51, iters: 59300, time: 0.300, data: 0.020) G_GAN: 4.040 G_L1: 13.102 D_real: 0.035 D_fake: 0.132 +(epoch: 51, iters: 59400, time: 0.296, data: 0.020) G_GAN: 2.922 G_L1: 5.000 D_real: 0.053 D_fake: 0.102 +(epoch: 51, iters: 59500, time: 0.289, data: 0.018) G_GAN: 2.200 G_L1: 4.231 D_real: 0.010 D_fake: 0.272 +(epoch: 51, iters: 59600, time: 0.409, data: 0.017) G_GAN: 2.368 G_L1: 5.028 D_real: 0.001 D_fake: 0.231 +(epoch: 51, iters: 59700, time: 0.290, data: 0.018) G_GAN: 2.969 G_L1: 4.732 D_real: 0.037 D_fake: 0.175 +(epoch: 51, iters: 59800, time: 0.296, data: 0.017) G_GAN: 4.613 G_L1: 8.815 D_real: 0.000 D_fake: 0.267 +(epoch: 51, iters: 59900, time: 0.302, data: 0.018) G_GAN: 1.291 G_L1: 4.132 D_real: 0.001 D_fake: 0.280 +(epoch: 51, iters: 60000, time: 0.424, data: 0.017) G_GAN: 3.275 G_L1: 4.986 D_real: 0.003 D_fake: 0.374 +(epoch: 52, iters: 84, time: 0.300, data: 0.020) G_GAN: 3.115 G_L1: 4.504 D_real: 0.204 D_fake: 0.102 +(epoch: 52, iters: 184, time: 0.291, data: 0.024) G_GAN: 5.467 G_L1: 6.617 D_real: 0.027 D_fake: 0.810 +(epoch: 52, iters: 284, time: 0.300, data: 0.018) G_GAN: 2.929 G_L1: 5.098 D_real: 0.005 D_fake: 0.367 +(epoch: 52, iters: 384, time: 0.569, data: 0.018) G_GAN: 3.735 G_L1: 4.275 D_real: 0.080 D_fake: 0.076 +(epoch: 52, iters: 484, time: 0.296, data: 0.017) G_GAN: 2.625 G_L1: 3.152 D_real: 0.573 D_fake: 0.094 +(epoch: 52, iters: 584, time: 0.308, data: 0.019) G_GAN: 2.948 G_L1: 3.226 D_real: 0.063 D_fake: 0.152 +(epoch: 52, iters: 684, time: 0.297, data: 0.019) G_GAN: 2.795 G_L1: 3.093 D_real: 0.113 D_fake: 0.188 +(epoch: 52, iters: 784, time: 0.392, data: 0.019) G_GAN: 4.305 G_L1: 5.550 D_real: 0.010 D_fake: 0.054 +(epoch: 52, iters: 884, time: 0.286, data: 0.018) G_GAN: 3.521 G_L1: 2.787 D_real: 0.048 D_fake: 0.226 +(epoch: 52, iters: 984, time: 0.303, data: 0.018) G_GAN: 4.726 G_L1: 8.901 D_real: 0.015 D_fake: 0.033 +(epoch: 52, iters: 1084, time: 0.298, data: 0.020) G_GAN: 2.618 G_L1: 3.578 D_real: 0.433 D_fake: 0.165 +(epoch: 52, iters: 1184, time: 0.577, data: 0.018) G_GAN: 2.898 G_L1: 3.812 D_real: 0.882 D_fake: 0.057 +(epoch: 52, iters: 1284, time: 0.299, data: 0.019) G_GAN: 3.386 G_L1: 7.800 D_real: 0.025 D_fake: 0.562 +(epoch: 52, iters: 1384, time: 0.296, data: 0.018) G_GAN: 6.069 G_L1: 5.782 D_real: 0.044 D_fake: 0.021 +(epoch: 52, iters: 1484, time: 0.296, data: 0.023) G_GAN: 3.982 G_L1: 5.512 D_real: 0.028 D_fake: 0.097 +(epoch: 52, iters: 1584, time: 0.392, data: 0.019) G_GAN: 2.806 G_L1: 2.162 D_real: 0.211 D_fake: 0.150 +(epoch: 52, iters: 1684, time: 0.308, data: 0.019) G_GAN: 3.449 G_L1: 5.669 D_real: 0.087 D_fake: 0.085 +(epoch: 52, iters: 1784, time: 0.298, data: 0.020) G_GAN: 3.789 G_L1: 4.668 D_real: 0.059 D_fake: 0.043 +(epoch: 52, iters: 1884, time: 0.295, data: 0.020) G_GAN: 3.863 G_L1: 6.016 D_real: 0.880 D_fake: 0.053 +(epoch: 52, iters: 1984, time: 0.405, data: 0.020) G_GAN: 2.916 G_L1: 3.570 D_real: 0.030 D_fake: 0.272 +(epoch: 52, iters: 2084, time: 0.294, data: 0.018) G_GAN: 2.976 G_L1: 6.216 D_real: 0.270 D_fake: 0.077 +(epoch: 52, iters: 2184, time: 0.290, data: 0.018) G_GAN: 2.862 G_L1: 4.253 D_real: 0.281 D_fake: 0.094 +(epoch: 52, iters: 2284, time: 0.299, data: 0.019) G_GAN: 3.459 G_L1: 3.465 D_real: 0.075 D_fake: 0.072 +(epoch: 52, iters: 2384, time: 0.428, data: 0.020) G_GAN: 4.047 G_L1: 4.624 D_real: 0.261 D_fake: 0.029 +(epoch: 52, iters: 2484, time: 0.288, data: 0.021) G_GAN: 3.612 G_L1: 5.119 D_real: 0.200 D_fake: 0.049 +(epoch: 52, iters: 2584, time: 0.303, data: 0.019) G_GAN: 3.881 G_L1: 2.492 D_real: 0.014 D_fake: 0.046 +(epoch: 52, iters: 2684, time: 0.294, data: 0.019) G_GAN: 3.157 G_L1: 3.553 D_real: 0.150 D_fake: 0.431 +(epoch: 52, iters: 2784, time: 0.405, data: 0.017) G_GAN: 3.684 G_L1: 3.730 D_real: 0.010 D_fake: 0.183 +(epoch: 52, iters: 2884, time: 0.296, data: 0.018) G_GAN: 2.623 G_L1: 3.619 D_real: 0.165 D_fake: 0.315 +(epoch: 52, iters: 2984, time: 0.303, data: 0.020) G_GAN: 3.619 G_L1: 4.475 D_real: 0.023 D_fake: 0.134 +(epoch: 52, iters: 3084, time: 0.303, data: 0.019) G_GAN: 4.500 G_L1: 5.584 D_real: 0.008 D_fake: 0.129 +(epoch: 52, iters: 3184, time: 0.554, data: 0.018) G_GAN: 2.428 G_L1: 2.877 D_real: 0.477 D_fake: 0.136 +(epoch: 52, iters: 3284, time: 0.302, data: 0.018) G_GAN: 2.424 G_L1: 3.348 D_real: 0.346 D_fake: 0.130 +(epoch: 52, iters: 3384, time: 0.301, data: 0.032) G_GAN: 3.340 G_L1: 4.776 D_real: 0.011 D_fake: 0.099 +(epoch: 52, iters: 3484, time: 0.301, data: 0.019) G_GAN: 5.060 G_L1: 6.496 D_real: 0.098 D_fake: 0.068 +(epoch: 52, iters: 3584, time: 0.421, data: 0.019) G_GAN: 4.576 G_L1: 4.479 D_real: 0.417 D_fake: 0.015 +(epoch: 52, iters: 3684, time: 0.288, data: 0.019) G_GAN: 4.487 G_L1: 6.433 D_real: 0.132 D_fake: 0.106 +(epoch: 52, iters: 3784, time: 0.295, data: 0.019) G_GAN: 4.570 G_L1: 3.827 D_real: 0.006 D_fake: 0.060 +(epoch: 52, iters: 3884, time: 0.280, data: 0.019) G_GAN: 3.282 G_L1: 3.612 D_real: 0.040 D_fake: 0.221 +(epoch: 52, iters: 3984, time: 0.402, data: 0.017) G_GAN: 2.640 G_L1: 2.468 D_real: 0.131 D_fake: 0.117 +(epoch: 52, iters: 4084, time: 0.303, data: 0.019) G_GAN: 2.992 G_L1: 3.541 D_real: 0.074 D_fake: 0.127 +(epoch: 52, iters: 4184, time: 0.307, data: 0.021) G_GAN: 4.073 G_L1: 6.105 D_real: 0.020 D_fake: 0.204 +(epoch: 52, iters: 4284, time: 0.294, data: 0.020) G_GAN: 4.233 G_L1: 4.564 D_real: 0.074 D_fake: 0.071 +(epoch: 52, iters: 4384, time: 0.412, data: 0.017) G_GAN: 4.568 G_L1: 4.833 D_real: 0.069 D_fake: 0.072 +(epoch: 52, iters: 4484, time: 0.295, data: 0.019) G_GAN: 5.171 G_L1: 4.667 D_real: 0.006 D_fake: 0.017 +(epoch: 52, iters: 4584, time: 0.300, data: 0.018) G_GAN: 4.786 G_L1: 2.883 D_real: 0.037 D_fake: 0.046 +(epoch: 52, iters: 4684, time: 0.301, data: 0.017) G_GAN: 3.285 G_L1: 4.222 D_real: 0.079 D_fake: 0.142 +(epoch: 52, iters: 4784, time: 0.380, data: 0.020) G_GAN: 4.661 G_L1: 2.771 D_real: 0.057 D_fake: 0.025 +(epoch: 52, iters: 4884, time: 0.292, data: 0.017) G_GAN: 3.418 G_L1: 2.666 D_real: 0.025 D_fake: 0.154 +(epoch: 52, iters: 4984, time: 0.290, data: 0.017) G_GAN: 4.694 G_L1: 6.064 D_real: 0.013 D_fake: 0.182 +(epoch: 52, iters: 5084, time: 0.300, data: 0.027) G_GAN: 5.097 G_L1: 4.338 D_real: 0.074 D_fake: 0.613 +(epoch: 52, iters: 5184, time: 0.598, data: 0.018) G_GAN: 5.954 G_L1: 4.597 D_real: 0.008 D_fake: 0.030 +(epoch: 52, iters: 5284, time: 0.302, data: 0.018) G_GAN: 3.141 G_L1: 4.558 D_real: 0.461 D_fake: 0.068 +(epoch: 52, iters: 5384, time: 0.283, data: 0.019) G_GAN: 4.483 G_L1: 4.153 D_real: 0.128 D_fake: 0.092 +(epoch: 52, iters: 5484, time: 0.298, data: 0.016) G_GAN: 4.191 G_L1: 4.403 D_real: 0.007 D_fake: 0.187 +(epoch: 52, iters: 5584, time: 0.405, data: 0.018) G_GAN: 5.003 G_L1: 2.977 D_real: 0.116 D_fake: 0.157 +(epoch: 52, iters: 5684, time: 0.299, data: 0.020) G_GAN: 5.659 G_L1: 3.527 D_real: 0.006 D_fake: 0.262 +(epoch: 52, iters: 5784, time: 0.297, data: 0.017) G_GAN: 6.045 G_L1: 4.822 D_real: 0.045 D_fake: 0.024 +(epoch: 52, iters: 5884, time: 0.290, data: 0.017) G_GAN: 4.933 G_L1: 9.021 D_real: 0.000 D_fake: 0.591 +(epoch: 52, iters: 5984, time: 0.409, data: 0.018) G_GAN: 4.477 G_L1: 5.247 D_real: 0.051 D_fake: 0.035 +(epoch: 52, iters: 6084, time: 0.282, data: 0.017) G_GAN: 4.073 G_L1: 5.636 D_real: 0.001 D_fake: 0.079 +(epoch: 52, iters: 6184, time: 0.305, data: 0.016) G_GAN: 3.885 G_L1: 4.441 D_real: 0.002 D_fake: 0.319 +(epoch: 52, iters: 6284, time: 0.303, data: 0.021) G_GAN: 4.431 G_L1: 7.735 D_real: 0.216 D_fake: 0.035 +(epoch: 52, iters: 6384, time: 0.371, data: 0.019) G_GAN: 4.330 G_L1: 5.862 D_real: 0.176 D_fake: 0.217 +(epoch: 52, iters: 6484, time: 0.303, data: 0.017) G_GAN: 3.392 G_L1: 3.054 D_real: 0.064 D_fake: 0.135 +(epoch: 52, iters: 6584, time: 0.303, data: 0.017) G_GAN: 3.153 G_L1: 2.776 D_real: 0.188 D_fake: 0.088 +(epoch: 52, iters: 6684, time: 0.300, data: 0.019) G_GAN: 3.962 G_L1: 5.131 D_real: 0.054 D_fake: 0.124 +(epoch: 52, iters: 6784, time: 0.431, data: 0.019) G_GAN: 3.660 G_L1: 4.709 D_real: 0.271 D_fake: 0.056 +(epoch: 52, iters: 6884, time: 0.302, data: 0.018) G_GAN: 3.078 G_L1: 3.136 D_real: 0.206 D_fake: 0.514 +(epoch: 52, iters: 6984, time: 0.294, data: 0.019) G_GAN: 4.167 G_L1: 4.352 D_real: 0.016 D_fake: 0.044 +(epoch: 52, iters: 7084, time: 0.296, data: 0.015) G_GAN: 6.286 G_L1: 5.115 D_real: 0.031 D_fake: 0.073 +(epoch: 52, iters: 7184, time: 0.582, data: 0.019) G_GAN: 6.741 G_L1: 5.222 D_real: 0.007 D_fake: 0.723 +(epoch: 52, iters: 7284, time: 0.291, data: 0.017) G_GAN: 3.002 G_L1: 3.727 D_real: 0.325 D_fake: 0.050 +(epoch: 52, iters: 7384, time: 0.302, data: 0.018) G_GAN: 4.385 G_L1: 3.445 D_real: 0.070 D_fake: 0.054 +(epoch: 52, iters: 7484, time: 0.298, data: 0.017) G_GAN: 3.266 G_L1: 6.527 D_real: 0.008 D_fake: 0.437 +(epoch: 52, iters: 7584, time: 0.406, data: 0.019) G_GAN: 3.315 G_L1: 3.345 D_real: 0.048 D_fake: 0.081 +(epoch: 52, iters: 7684, time: 0.298, data: 0.018) G_GAN: 3.387 G_L1: 4.307 D_real: 0.004 D_fake: 0.212 +(epoch: 52, iters: 7784, time: 0.301, data: 0.018) G_GAN: 4.081 G_L1: 3.420 D_real: 0.021 D_fake: 0.126 +(epoch: 52, iters: 7884, time: 0.295, data: 0.018) G_GAN: 3.185 G_L1: 4.029 D_real: 0.817 D_fake: 0.047 +(epoch: 52, iters: 7984, time: 0.420, data: 0.020) G_GAN: 3.921 G_L1: 3.174 D_real: 0.123 D_fake: 0.100 +(epoch: 52, iters: 8084, time: 0.301, data: 0.018) G_GAN: 3.192 G_L1: 3.864 D_real: 0.098 D_fake: 0.259 +(epoch: 52, iters: 8184, time: 0.303, data: 0.016) G_GAN: 3.449 G_L1: 4.479 D_real: 0.102 D_fake: 0.231 +(epoch: 52, iters: 8284, time: 0.286, data: 0.018) G_GAN: 5.576 G_L1: 6.253 D_real: 0.008 D_fake: 0.049 +(epoch: 52, iters: 8384, time: 0.412, data: 0.016) G_GAN: 5.197 G_L1: 3.383 D_real: 0.019 D_fake: 0.023 +(epoch: 52, iters: 8484, time: 0.293, data: 0.019) G_GAN: 4.255 G_L1: 3.461 D_real: 0.039 D_fake: 0.067 +(epoch: 52, iters: 8584, time: 0.266, data: 0.018) G_GAN: 4.514 G_L1: 4.362 D_real: 0.111 D_fake: 0.045 +(epoch: 52, iters: 8684, time: 0.300, data: 0.015) G_GAN: 3.909 G_L1: 3.365 D_real: 0.020 D_fake: 0.425 +(epoch: 52, iters: 8784, time: 0.412, data: 0.019) G_GAN: 3.934 G_L1: 3.229 D_real: 0.165 D_fake: 0.183 +(epoch: 52, iters: 8884, time: 0.298, data: 0.018) G_GAN: 2.668 G_L1: 5.689 D_real: 0.771 D_fake: 0.043 +(epoch: 52, iters: 8984, time: 0.294, data: 0.019) G_GAN: 3.910 G_L1: 3.671 D_real: 0.010 D_fake: 0.117 +(epoch: 52, iters: 9084, time: 0.291, data: 0.017) G_GAN: 4.316 G_L1: 3.419 D_real: 0.091 D_fake: 0.061 +(epoch: 52, iters: 9184, time: 0.611, data: 0.019) G_GAN: 4.240 G_L1: 6.918 D_real: 0.317 D_fake: 0.024 +(epoch: 52, iters: 9284, time: 0.305, data: 0.019) G_GAN: 3.023 G_L1: 4.350 D_real: 0.302 D_fake: 0.435 +(epoch: 52, iters: 9384, time: 0.299, data: 0.018) G_GAN: 3.533 G_L1: 5.546 D_real: 0.229 D_fake: 0.098 +(epoch: 52, iters: 9484, time: 0.302, data: 0.019) G_GAN: 4.702 G_L1: 4.099 D_real: 0.008 D_fake: 0.494 +(epoch: 52, iters: 9584, time: 0.413, data: 0.019) G_GAN: 2.705 G_L1: 4.306 D_real: 0.410 D_fake: 0.084 +(epoch: 52, iters: 9684, time: 0.294, data: 0.019) G_GAN: 3.888 G_L1: 4.304 D_real: 0.035 D_fake: 0.131 +(epoch: 52, iters: 9784, time: 0.296, data: 0.018) G_GAN: 4.524 G_L1: 4.525 D_real: 0.108 D_fake: 0.243 +(epoch: 52, iters: 9884, time: 0.300, data: 0.017) G_GAN: 5.080 G_L1: 2.720 D_real: 0.172 D_fake: 0.051 +(epoch: 52, iters: 9984, time: 0.413, data: 0.021) G_GAN: 4.282 G_L1: 2.962 D_real: 0.001 D_fake: 0.108 +(epoch: 52, iters: 10084, time: 0.293, data: 0.018) G_GAN: 5.188 G_L1: 5.361 D_real: 0.110 D_fake: 0.043 +(epoch: 52, iters: 10184, time: 0.303, data: 0.018) G_GAN: 3.347 G_L1: 3.508 D_real: 0.225 D_fake: 0.062 +(epoch: 52, iters: 10284, time: 0.299, data: 0.018) G_GAN: 4.024 G_L1: 3.666 D_real: 0.003 D_fake: 0.073 +(epoch: 52, iters: 10384, time: 0.405, data: 0.019) G_GAN: 4.108 G_L1: 6.391 D_real: 0.005 D_fake: 0.058 +(epoch: 52, iters: 10484, time: 0.301, data: 0.020) G_GAN: 5.037 G_L1: 4.990 D_real: 0.025 D_fake: 0.115 +(epoch: 52, iters: 10584, time: 0.299, data: 0.020) G_GAN: 5.615 G_L1: 4.777 D_real: 0.080 D_fake: 0.014 +(epoch: 52, iters: 10684, time: 0.292, data: 0.019) G_GAN: 4.446 G_L1: 3.904 D_real: 0.012 D_fake: 0.040 +(epoch: 52, iters: 10784, time: 0.404, data: 0.017) G_GAN: 4.988 G_L1: 4.999 D_real: 0.009 D_fake: 0.060 +(epoch: 52, iters: 10884, time: 0.294, data: 0.019) G_GAN: 4.930 G_L1: 4.620 D_real: 0.095 D_fake: 0.120 +(epoch: 52, iters: 10984, time: 0.299, data: 0.017) G_GAN: 3.376 G_L1: 4.237 D_real: 0.009 D_fake: 0.131 +(epoch: 52, iters: 11084, time: 0.301, data: 0.018) G_GAN: 6.099 G_L1: 4.263 D_real: 0.028 D_fake: 0.017 +(epoch: 52, iters: 11184, time: 0.574, data: 0.018) G_GAN: 4.639 G_L1: 5.326 D_real: 0.197 D_fake: 0.098 +(epoch: 52, iters: 11284, time: 0.293, data: 0.018) G_GAN: 3.643 G_L1: 3.546 D_real: 0.004 D_fake: 0.065 +(epoch: 52, iters: 11384, time: 0.295, data: 0.025) G_GAN: 2.419 G_L1: 3.780 D_real: 1.039 D_fake: 0.104 +(epoch: 52, iters: 11484, time: 0.294, data: 0.018) G_GAN: 4.626 G_L1: 3.085 D_real: 0.033 D_fake: 0.030 +(epoch: 52, iters: 11584, time: 0.416, data: 0.019) G_GAN: 3.209 G_L1: 2.506 D_real: 0.168 D_fake: 0.160 +(epoch: 52, iters: 11684, time: 0.288, data: 0.018) G_GAN: 4.089 G_L1: 3.521 D_real: 0.002 D_fake: 0.311 +(epoch: 52, iters: 11784, time: 0.293, data: 0.023) G_GAN: 4.559 G_L1: 9.855 D_real: 0.040 D_fake: 0.048 +(epoch: 52, iters: 11884, time: 0.288, data: 0.017) G_GAN: 5.738 G_L1: 3.210 D_real: 0.181 D_fake: 0.011 +(epoch: 52, iters: 11984, time: 0.415, data: 0.024) G_GAN: 4.525 G_L1: 4.220 D_real: 0.032 D_fake: 0.066 +(epoch: 52, iters: 12084, time: 0.299, data: 0.019) G_GAN: 5.827 G_L1: 7.370 D_real: 0.000 D_fake: 0.293 +(epoch: 52, iters: 12184, time: 0.290, data: 0.018) G_GAN: 3.479 G_L1: 5.117 D_real: 0.147 D_fake: 0.098 +(epoch: 52, iters: 12284, time: 0.289, data: 0.018) G_GAN: 4.748 G_L1: 5.727 D_real: 0.125 D_fake: 0.111 +(epoch: 52, iters: 12384, time: 0.417, data: 0.020) G_GAN: 4.113 G_L1: 4.170 D_real: 0.028 D_fake: 0.077 +(epoch: 52, iters: 12484, time: 0.289, data: 0.018) G_GAN: 5.295 G_L1: 3.769 D_real: 0.126 D_fake: 0.117 +(epoch: 52, iters: 12584, time: 0.296, data: 0.021) G_GAN: 3.829 G_L1: 2.555 D_real: 0.697 D_fake: 0.027 +(epoch: 52, iters: 12684, time: 0.288, data: 0.021) G_GAN: 3.459 G_L1: 3.710 D_real: 0.275 D_fake: 0.026 +(epoch: 52, iters: 12784, time: 0.414, data: 0.018) G_GAN: 5.464 G_L1: 7.160 D_real: 0.240 D_fake: 0.047 +(epoch: 52, iters: 12884, time: 0.302, data: 0.022) G_GAN: 4.919 G_L1: 2.544 D_real: 0.238 D_fake: 0.010 +(epoch: 52, iters: 12984, time: 0.301, data: 0.019) G_GAN: 4.534 G_L1: 4.461 D_real: 0.040 D_fake: 0.161 +(epoch: 52, iters: 13084, time: 0.293, data: 0.019) G_GAN: 3.311 G_L1: 3.601 D_real: 0.043 D_fake: 0.175 +(epoch: 52, iters: 13184, time: 0.595, data: 0.018) G_GAN: 3.671 G_L1: 4.165 D_real: 0.006 D_fake: 0.143 +(epoch: 52, iters: 13284, time: 0.294, data: 0.019) G_GAN: 4.486 G_L1: 4.485 D_real: 0.051 D_fake: 0.092 +(epoch: 52, iters: 13384, time: 0.294, data: 0.018) G_GAN: 4.422 G_L1: 4.804 D_real: 0.010 D_fake: 0.066 +(epoch: 52, iters: 13484, time: 0.292, data: 0.019) G_GAN: 2.945 G_L1: 3.992 D_real: 0.419 D_fake: 0.067 +(epoch: 52, iters: 13584, time: 0.408, data: 0.019) G_GAN: 5.250 G_L1: 3.824 D_real: 0.008 D_fake: 0.025 +(epoch: 52, iters: 13684, time: 0.282, data: 0.020) G_GAN: 4.072 G_L1: 4.408 D_real: 0.002 D_fake: 0.066 +(epoch: 52, iters: 13784, time: 0.295, data: 0.019) G_GAN: 5.090 G_L1: 6.052 D_real: 0.001 D_fake: 0.024 +(epoch: 52, iters: 13884, time: 0.295, data: 0.019) G_GAN: 5.341 G_L1: 4.761 D_real: 0.002 D_fake: 0.028 +(epoch: 52, iters: 13984, time: 0.408, data: 0.020) G_GAN: 5.594 G_L1: 3.509 D_real: 0.013 D_fake: 0.030 +(epoch: 52, iters: 14084, time: 0.288, data: 0.019) G_GAN: 4.910 G_L1: 3.132 D_real: 0.035 D_fake: 0.127 +(epoch: 52, iters: 14184, time: 0.287, data: 0.018) G_GAN: 3.122 G_L1: 3.401 D_real: 0.295 D_fake: 0.039 +(epoch: 52, iters: 14284, time: 0.294, data: 0.018) G_GAN: 4.319 G_L1: 4.332 D_real: 0.071 D_fake: 0.053 +(epoch: 52, iters: 14384, time: 0.415, data: 0.018) G_GAN: 6.893 G_L1: 6.023 D_real: 0.084 D_fake: 0.005 +(epoch: 52, iters: 14484, time: 0.298, data: 0.018) G_GAN: 3.623 G_L1: 3.636 D_real: 0.301 D_fake: 0.025 +(epoch: 52, iters: 14584, time: 0.292, data: 0.016) G_GAN: 3.748 G_L1: 3.217 D_real: 0.080 D_fake: 0.107 +(epoch: 52, iters: 14684, time: 0.303, data: 0.017) G_GAN: 5.051 G_L1: 5.548 D_real: 0.011 D_fake: 0.334 +(epoch: 52, iters: 14784, time: 0.416, data: 0.018) G_GAN: 6.503 G_L1: 4.256 D_real: 0.040 D_fake: 0.005 +(epoch: 52, iters: 14884, time: 0.305, data: 0.019) G_GAN: 4.742 G_L1: 4.154 D_real: 0.100 D_fake: 0.027 +(epoch: 52, iters: 14984, time: 0.303, data: 0.018) G_GAN: 8.434 G_L1: 5.352 D_real: 0.124 D_fake: 0.002 +(epoch: 52, iters: 15084, time: 0.304, data: 0.019) G_GAN: 3.875 G_L1: 3.533 D_real: 0.077 D_fake: 0.120 +(epoch: 52, iters: 15184, time: 0.568, data: 0.020) G_GAN: 3.959 G_L1: 4.828 D_real: 0.006 D_fake: 0.150 +(epoch: 52, iters: 15284, time: 0.301, data: 0.023) G_GAN: 5.347 G_L1: 4.706 D_real: 0.097 D_fake: 0.117 +(epoch: 52, iters: 15384, time: 0.301, data: 0.020) G_GAN: 3.352 G_L1: 6.369 D_real: 0.251 D_fake: 0.401 +(epoch: 52, iters: 15484, time: 0.303, data: 0.019) G_GAN: 4.297 G_L1: 4.466 D_real: 0.004 D_fake: 0.114 +(epoch: 52, iters: 15584, time: 0.423, data: 0.018) G_GAN: 3.523 G_L1: 8.925 D_real: 0.000 D_fake: 0.209 +(epoch: 52, iters: 15684, time: 0.298, data: 0.018) G_GAN: 3.802 G_L1: 4.711 D_real: 0.007 D_fake: 0.047 +(epoch: 52, iters: 15784, time: 0.291, data: 0.019) G_GAN: 4.709 G_L1: 5.530 D_real: 0.008 D_fake: 0.127 +(epoch: 52, iters: 15884, time: 0.305, data: 0.017) G_GAN: 3.430 G_L1: 5.077 D_real: 0.001 D_fake: 0.089 +(epoch: 52, iters: 15984, time: 0.420, data: 0.019) G_GAN: 4.901 G_L1: 5.615 D_real: 0.000 D_fake: 0.061 +(epoch: 52, iters: 16084, time: 0.292, data: 0.018) G_GAN: 4.092 G_L1: 5.305 D_real: 0.000 D_fake: 0.239 +(epoch: 52, iters: 16184, time: 0.283, data: 0.022) G_GAN: 2.848 G_L1: 4.427 D_real: 0.011 D_fake: 0.045 +(epoch: 52, iters: 16284, time: 0.293, data: 0.017) G_GAN: 2.190 G_L1: 4.006 D_real: 0.005 D_fake: 0.265 +(epoch: 52, iters: 16384, time: 0.422, data: 0.017) G_GAN: 4.451 G_L1: 5.137 D_real: 0.001 D_fake: 0.104 +(epoch: 52, iters: 16484, time: 0.302, data: 0.019) G_GAN: 3.387 G_L1: 4.822 D_real: 0.000 D_fake: 0.127 +(epoch: 52, iters: 16584, time: 0.300, data: 0.021) G_GAN: 4.191 G_L1: 4.803 D_real: 0.001 D_fake: 0.104 +(epoch: 52, iters: 16684, time: 0.289, data: 0.019) G_GAN: 4.836 G_L1: 4.355 D_real: 0.000 D_fake: 0.032 +(epoch: 52, iters: 16784, time: 0.392, data: 0.018) G_GAN: 3.441 G_L1: 5.026 D_real: 0.000 D_fake: 0.271 +(epoch: 52, iters: 16884, time: 0.294, data: 0.019) G_GAN: 2.757 G_L1: 5.386 D_real: 0.000 D_fake: 0.133 +(epoch: 52, iters: 16984, time: 0.298, data: 0.017) G_GAN: 3.454 G_L1: 7.576 D_real: 0.003 D_fake: 0.046 +(epoch: 52, iters: 17084, time: 0.293, data: 0.018) G_GAN: 3.719 G_L1: 5.724 D_real: 0.042 D_fake: 0.071 +(epoch: 52, iters: 17184, time: 0.575, data: 0.017) G_GAN: 5.051 G_L1: 7.147 D_real: 0.123 D_fake: 0.185 +(epoch: 52, iters: 17284, time: 0.299, data: 0.017) G_GAN: 5.506 G_L1: 3.883 D_real: 0.018 D_fake: 0.017 +(epoch: 52, iters: 17384, time: 0.282, data: 0.018) G_GAN: 2.612 G_L1: 3.442 D_real: 0.602 D_fake: 0.142 +(epoch: 52, iters: 17484, time: 0.287, data: 0.017) G_GAN: 3.067 G_L1: 2.868 D_real: 0.471 D_fake: 0.053 +(epoch: 52, iters: 17584, time: 0.419, data: 0.016) G_GAN: 3.053 G_L1: 5.525 D_real: 0.019 D_fake: 0.674 +(epoch: 52, iters: 17684, time: 0.300, data: 0.019) G_GAN: 3.997 G_L1: 3.957 D_real: 0.131 D_fake: 0.180 +(epoch: 52, iters: 17784, time: 0.298, data: 0.019) G_GAN: 4.259 G_L1: 3.764 D_real: 0.052 D_fake: 0.065 +(epoch: 52, iters: 17884, time: 0.289, data: 0.019) G_GAN: 3.620 G_L1: 3.750 D_real: 0.118 D_fake: 0.051 +(epoch: 52, iters: 17984, time: 0.397, data: 0.017) G_GAN: 4.144 G_L1: 3.273 D_real: 0.150 D_fake: 0.028 +(epoch: 52, iters: 18084, time: 0.294, data: 0.016) G_GAN: 2.775 G_L1: 3.593 D_real: 0.241 D_fake: 0.696 +(epoch: 52, iters: 18184, time: 0.301, data: 0.018) G_GAN: 4.503 G_L1: 4.049 D_real: 0.051 D_fake: 0.096 +(epoch: 52, iters: 18284, time: 0.286, data: 0.018) G_GAN: 4.357 G_L1: 4.961 D_real: 0.003 D_fake: 0.360 +(epoch: 52, iters: 18384, time: 0.389, data: 0.017) G_GAN: 4.457 G_L1: 6.025 D_real: 0.085 D_fake: 0.265 +(epoch: 52, iters: 18484, time: 0.294, data: 0.019) G_GAN: 3.519 G_L1: 3.715 D_real: 0.004 D_fake: 0.372 +(epoch: 52, iters: 18584, time: 0.295, data: 0.017) G_GAN: 3.119 G_L1: 5.334 D_real: 0.204 D_fake: 0.073 +(epoch: 52, iters: 18684, time: 0.298, data: 0.019) G_GAN: 4.366 G_L1: 3.695 D_real: 0.022 D_fake: 0.178 +(epoch: 52, iters: 18784, time: 0.398, data: 0.019) G_GAN: 3.974 G_L1: 4.102 D_real: 0.102 D_fake: 0.271 +(epoch: 52, iters: 18884, time: 0.304, data: 0.017) G_GAN: 8.540 G_L1: 5.497 D_real: 0.002 D_fake: 0.042 +(epoch: 52, iters: 18984, time: 0.304, data: 0.019) G_GAN: 5.544 G_L1: 4.627 D_real: 0.320 D_fake: 0.006 +(epoch: 52, iters: 19084, time: 0.299, data: 0.020) G_GAN: 5.924 G_L1: 3.401 D_real: 0.053 D_fake: 0.016 +(epoch: 52, iters: 19184, time: 0.592, data: 0.018) G_GAN: 5.607 G_L1: 6.148 D_real: 0.003 D_fake: 0.259 +(epoch: 52, iters: 19284, time: 0.284, data: 0.020) G_GAN: 4.854 G_L1: 5.256 D_real: 0.080 D_fake: 0.143 +(epoch: 52, iters: 19384, time: 0.288, data: 0.016) G_GAN: 4.214 G_L1: 3.469 D_real: 0.058 D_fake: 0.060 +(epoch: 52, iters: 19484, time: 0.286, data: 0.018) G_GAN: 2.841 G_L1: 6.288 D_real: 0.111 D_fake: 0.317 +(epoch: 52, iters: 19584, time: 0.397, data: 0.019) G_GAN: 3.171 G_L1: 3.914 D_real: 0.169 D_fake: 0.084 +(epoch: 52, iters: 19684, time: 0.279, data: 0.017) G_GAN: 5.041 G_L1: 4.469 D_real: 0.005 D_fake: 0.251 +(epoch: 52, iters: 19784, time: 0.295, data: 0.017) G_GAN: 4.841 G_L1: 3.589 D_real: 0.105 D_fake: 0.012 +(epoch: 52, iters: 19884, time: 0.286, data: 0.018) G_GAN: 4.017 G_L1: 4.018 D_real: 0.017 D_fake: 0.192 +(epoch: 52, iters: 19984, time: 0.414, data: 0.019) G_GAN: 4.647 G_L1: 4.440 D_real: 0.025 D_fake: 0.043 +(epoch: 52, iters: 20084, time: 0.286, data: 0.017) G_GAN: 4.681 G_L1: 8.045 D_real: 0.536 D_fake: 0.010 +(epoch: 52, iters: 20184, time: 0.290, data: 0.018) G_GAN: 6.517 G_L1: 8.532 D_real: 0.040 D_fake: 0.017 +(epoch: 52, iters: 20284, time: 0.296, data: 0.018) G_GAN: 3.705 G_L1: 3.870 D_real: 0.298 D_fake: 0.235 +(epoch: 52, iters: 20384, time: 0.374, data: 0.018) G_GAN: 5.239 G_L1: 4.219 D_real: 0.109 D_fake: 0.011 +(epoch: 52, iters: 20484, time: 0.298, data: 0.017) G_GAN: 3.528 G_L1: 3.054 D_real: 0.034 D_fake: 0.176 +(epoch: 52, iters: 20584, time: 0.289, data: 0.018) G_GAN: 3.402 G_L1: 3.825 D_real: 0.082 D_fake: 0.202 +(epoch: 52, iters: 20684, time: 0.295, data: 0.017) G_GAN: 5.079 G_L1: 6.032 D_real: 0.007 D_fake: 0.068 +(epoch: 52, iters: 20784, time: 0.415, data: 0.016) G_GAN: 4.943 G_L1: 5.290 D_real: 0.016 D_fake: 0.034 +(epoch: 52, iters: 20884, time: 0.295, data: 0.017) G_GAN: 5.913 G_L1: 5.440 D_real: 0.006 D_fake: 0.082 +(epoch: 52, iters: 20984, time: 0.294, data: 0.018) G_GAN: 4.084 G_L1: 5.255 D_real: 0.128 D_fake: 0.173 +(epoch: 52, iters: 21084, time: 0.293, data: 0.019) G_GAN: 4.475 G_L1: 4.705 D_real: 0.047 D_fake: 0.169 +(epoch: 52, iters: 21184, time: 0.607, data: 0.018) G_GAN: 3.512 G_L1: 3.963 D_real: 0.159 D_fake: 0.100 +(epoch: 52, iters: 21284, time: 0.295, data: 0.017) G_GAN: 3.699 G_L1: 4.431 D_real: 0.388 D_fake: 0.044 +(epoch: 52, iters: 21384, time: 0.289, data: 0.017) G_GAN: 4.694 G_L1: 3.156 D_real: 0.153 D_fake: 0.046 +(epoch: 52, iters: 21484, time: 0.293, data: 0.020) G_GAN: 3.155 G_L1: 3.219 D_real: 0.036 D_fake: 0.214 +(epoch: 52, iters: 21584, time: 0.423, data: 0.017) G_GAN: 2.742 G_L1: 4.123 D_real: 0.310 D_fake: 0.076 +(epoch: 52, iters: 21684, time: 0.298, data: 0.018) G_GAN: 3.996 G_L1: 7.436 D_real: 0.070 D_fake: 0.092 +(epoch: 52, iters: 21784, time: 0.292, data: 0.017) G_GAN: 5.109 G_L1: 5.137 D_real: 0.288 D_fake: 0.063 +(epoch: 52, iters: 21884, time: 0.290, data: 0.017) G_GAN: 4.693 G_L1: 6.891 D_real: 0.003 D_fake: 0.391 +(epoch: 52, iters: 21984, time: 0.411, data: 0.017) G_GAN: 6.605 G_L1: 3.494 D_real: 0.003 D_fake: 0.022 +(epoch: 52, iters: 22084, time: 0.283, data: 0.017) G_GAN: 4.417 G_L1: 5.856 D_real: 0.415 D_fake: 0.026 +(epoch: 52, iters: 22184, time: 0.286, data: 0.018) G_GAN: 3.853 G_L1: 3.829 D_real: 0.245 D_fake: 0.022 +(epoch: 52, iters: 22284, time: 0.294, data: 0.018) G_GAN: 5.083 G_L1: 3.917 D_real: 0.054 D_fake: 0.063 +(epoch: 52, iters: 22384, time: 0.382, data: 0.018) G_GAN: 3.782 G_L1: 2.625 D_real: 0.057 D_fake: 0.131 +(epoch: 52, iters: 22484, time: 0.296, data: 0.017) G_GAN: 3.311 G_L1: 3.552 D_real: 0.165 D_fake: 0.195 +(epoch: 52, iters: 22584, time: 0.294, data: 0.018) G_GAN: 5.637 G_L1: 4.194 D_real: 0.008 D_fake: 0.015 +(epoch: 52, iters: 22684, time: 0.291, data: 0.019) G_GAN: 4.592 G_L1: 6.368 D_real: 0.005 D_fake: 0.027 +(epoch: 52, iters: 22784, time: 0.413, data: 0.017) G_GAN: 5.528 G_L1: 4.187 D_real: 0.017 D_fake: 0.023 +(epoch: 52, iters: 22884, time: 0.288, data: 0.018) G_GAN: 3.566 G_L1: 3.556 D_real: 0.025 D_fake: 0.352 +(epoch: 52, iters: 22984, time: 0.295, data: 0.018) G_GAN: 2.988 G_L1: 4.142 D_real: 0.610 D_fake: 0.264 +(epoch: 52, iters: 23084, time: 0.299, data: 0.017) G_GAN: 4.615 G_L1: 4.257 D_real: 0.295 D_fake: 0.062 +(epoch: 52, iters: 23184, time: 0.586, data: 0.020) G_GAN: 4.005 G_L1: 3.678 D_real: 0.092 D_fake: 0.034 +(epoch: 52, iters: 23284, time: 0.290, data: 0.018) G_GAN: 4.496 G_L1: 3.375 D_real: 0.157 D_fake: 0.042 +(epoch: 52, iters: 23384, time: 0.297, data: 0.019) G_GAN: 4.611 G_L1: 8.478 D_real: 0.451 D_fake: 0.012 +(epoch: 52, iters: 23484, time: 0.292, data: 0.020) G_GAN: 4.863 G_L1: 4.108 D_real: 0.009 D_fake: 0.360 +(epoch: 52, iters: 23584, time: 0.407, data: 0.018) G_GAN: 4.250 G_L1: 3.657 D_real: 0.010 D_fake: 0.041 +(epoch: 52, iters: 23684, time: 0.300, data: 0.020) G_GAN: 4.101 G_L1: 3.184 D_real: 0.427 D_fake: 0.027 +(epoch: 52, iters: 23784, time: 0.296, data: 0.019) G_GAN: 3.166 G_L1: 2.700 D_real: 0.026 D_fake: 0.210 +(epoch: 52, iters: 23884, time: 0.296, data: 0.018) G_GAN: 3.773 G_L1: 2.927 D_real: 0.417 D_fake: 0.073 +(epoch: 52, iters: 23984, time: 0.418, data: 0.019) G_GAN: 2.507 G_L1: 3.069 D_real: 0.298 D_fake: 0.179 +(epoch: 52, iters: 24084, time: 0.301, data: 0.018) G_GAN: 4.406 G_L1: 5.008 D_real: 0.019 D_fake: 0.098 +(epoch: 52, iters: 24184, time: 0.281, data: 0.017) G_GAN: 5.724 G_L1: 5.615 D_real: 0.001 D_fake: 0.048 +(epoch: 52, iters: 24284, time: 0.300, data: 0.019) G_GAN: 4.786 G_L1: 5.502 D_real: 0.000 D_fake: 0.117 +(epoch: 52, iters: 24384, time: 0.414, data: 0.020) G_GAN: 4.326 G_L1: 3.802 D_real: 0.104 D_fake: 0.302 +(epoch: 52, iters: 24484, time: 0.293, data: 0.019) G_GAN: 4.551 G_L1: 8.321 D_real: 0.336 D_fake: 0.006 +(epoch: 52, iters: 24584, time: 0.296, data: 0.018) G_GAN: 4.516 G_L1: 4.431 D_real: 0.080 D_fake: 0.035 +(epoch: 52, iters: 24684, time: 0.287, data: 0.017) G_GAN: 2.726 G_L1: 3.100 D_real: 0.734 D_fake: 0.126 +(epoch: 52, iters: 24784, time: 0.413, data: 0.018) G_GAN: 3.348 G_L1: 3.788 D_real: 0.504 D_fake: 0.043 +(epoch: 52, iters: 24884, time: 0.301, data: 0.019) G_GAN: 5.052 G_L1: 6.050 D_real: 0.116 D_fake: 0.027 +(epoch: 52, iters: 24984, time: 0.299, data: 0.019) G_GAN: 5.655 G_L1: 3.951 D_real: 0.005 D_fake: 0.045 +(epoch: 52, iters: 25084, time: 0.301, data: 0.021) G_GAN: 3.675 G_L1: 2.829 D_real: 0.029 D_fake: 0.241 +(epoch: 52, iters: 25184, time: 0.613, data: 0.018) G_GAN: 4.657 G_L1: 5.609 D_real: 0.010 D_fake: 0.040 +(epoch: 52, iters: 25284, time: 0.296, data: 0.019) G_GAN: 5.340 G_L1: 7.356 D_real: 0.002 D_fake: 0.018 +(epoch: 52, iters: 25384, time: 0.296, data: 0.019) G_GAN: 6.127 G_L1: 6.330 D_real: 0.009 D_fake: 0.049 +(epoch: 52, iters: 25484, time: 0.302, data: 0.018) G_GAN: 4.149 G_L1: 3.216 D_real: 0.084 D_fake: 0.115 +(epoch: 52, iters: 25584, time: 0.382, data: 0.020) G_GAN: 4.694 G_L1: 2.493 D_real: 0.000 D_fake: 0.411 +(epoch: 52, iters: 25684, time: 0.293, data: 0.017) G_GAN: 5.546 G_L1: 5.078 D_real: 0.239 D_fake: 0.042 +(epoch: 52, iters: 25784, time: 0.301, data: 0.020) G_GAN: 5.799 G_L1: 4.198 D_real: 0.030 D_fake: 0.016 +(epoch: 52, iters: 25884, time: 0.303, data: 0.019) G_GAN: 4.429 G_L1: 5.808 D_real: 0.455 D_fake: 0.200 +(epoch: 52, iters: 25984, time: 0.423, data: 0.019) G_GAN: 5.283 G_L1: 10.580 D_real: 0.023 D_fake: 0.015 +(epoch: 52, iters: 26084, time: 0.285, data: 0.019) G_GAN: 6.539 G_L1: 5.298 D_real: 0.089 D_fake: 0.020 +(epoch: 52, iters: 26184, time: 0.289, data: 0.017) G_GAN: 2.964 G_L1: 3.508 D_real: 0.695 D_fake: 0.171 +(epoch: 52, iters: 26284, time: 0.288, data: 0.018) G_GAN: 5.865 G_L1: 4.652 D_real: 0.008 D_fake: 0.033 +(epoch: 52, iters: 26384, time: 0.415, data: 0.018) G_GAN: 5.444 G_L1: 3.522 D_real: 0.054 D_fake: 0.013 +(epoch: 52, iters: 26484, time: 0.297, data: 0.018) G_GAN: 5.513 G_L1: 4.472 D_real: 0.008 D_fake: 0.039 +(epoch: 52, iters: 26584, time: 0.309, data: 0.019) G_GAN: 3.833 G_L1: 2.831 D_real: 0.002 D_fake: 0.343 +(epoch: 52, iters: 26684, time: 0.303, data: 0.020) G_GAN: 5.193 G_L1: 4.286 D_real: 0.016 D_fake: 0.018 +(epoch: 52, iters: 26784, time: 0.387, data: 0.018) G_GAN: 3.372 G_L1: 3.385 D_real: 0.013 D_fake: 0.200 +(epoch: 52, iters: 26884, time: 0.296, data: 0.019) G_GAN: 5.556 G_L1: 2.775 D_real: 0.021 D_fake: 0.078 +(epoch: 52, iters: 26984, time: 0.294, data: 0.016) G_GAN: 5.141 G_L1: 3.261 D_real: 0.041 D_fake: 0.061 +(epoch: 52, iters: 27084, time: 0.289, data: 0.019) G_GAN: 3.794 G_L1: 2.424 D_real: 0.592 D_fake: 0.016 +(epoch: 52, iters: 27184, time: 0.572, data: 0.019) G_GAN: 4.058 G_L1: 5.002 D_real: 0.059 D_fake: 0.041 +(epoch: 52, iters: 27284, time: 0.305, data: 0.018) G_GAN: 4.670 G_L1: 5.192 D_real: 0.000 D_fake: 0.170 +(epoch: 52, iters: 27384, time: 0.291, data: 0.019) G_GAN: 5.800 G_L1: 3.896 D_real: 0.072 D_fake: 0.020 +(epoch: 52, iters: 27484, time: 0.303, data: 0.018) G_GAN: 4.989 G_L1: 4.377 D_real: 0.004 D_fake: 0.080 +(epoch: 52, iters: 27584, time: 0.397, data: 0.019) G_GAN: 3.418 G_L1: 2.723 D_real: 0.318 D_fake: 0.045 +(epoch: 52, iters: 27684, time: 0.291, data: 0.020) G_GAN: 6.045 G_L1: 5.664 D_real: 0.044 D_fake: 0.008 +(epoch: 52, iters: 27784, time: 0.303, data: 0.019) G_GAN: 4.660 G_L1: 3.875 D_real: 0.028 D_fake: 0.327 +(epoch: 52, iters: 27884, time: 0.296, data: 0.018) G_GAN: 5.279 G_L1: 5.235 D_real: 0.009 D_fake: 0.022 +(epoch: 52, iters: 27984, time: 0.415, data: 0.020) G_GAN: 7.126 G_L1: 3.947 D_real: 0.083 D_fake: 0.004 +(epoch: 52, iters: 28084, time: 0.282, data: 0.018) G_GAN: 4.021 G_L1: 2.649 D_real: 0.009 D_fake: 0.099 +(epoch: 52, iters: 28184, time: 0.289, data: 0.016) G_GAN: 4.568 G_L1: 3.883 D_real: 0.010 D_fake: 0.089 +(epoch: 52, iters: 28284, time: 0.287, data: 0.019) G_GAN: 5.749 G_L1: 3.205 D_real: 0.033 D_fake: 0.014 +(epoch: 52, iters: 28384, time: 0.407, data: 0.017) G_GAN: 3.250 G_L1: 2.923 D_real: 0.123 D_fake: 0.079 +(epoch: 52, iters: 28484, time: 0.295, data: 0.020) G_GAN: 4.007 G_L1: 2.361 D_real: 0.008 D_fake: 0.074 +(epoch: 52, iters: 28584, time: 0.301, data: 0.019) G_GAN: 6.337 G_L1: 4.172 D_real: 0.005 D_fake: 0.009 +(epoch: 52, iters: 28684, time: 0.300, data: 0.019) G_GAN: 4.588 G_L1: 2.868 D_real: 0.071 D_fake: 0.030 +(epoch: 52, iters: 28784, time: 0.424, data: 0.020) G_GAN: 4.676 G_L1: 2.805 D_real: 0.142 D_fake: 0.016 +(epoch: 52, iters: 28884, time: 0.296, data: 0.021) G_GAN: 3.595 G_L1: 1.869 D_real: 0.422 D_fake: 0.051 +(epoch: 52, iters: 28984, time: 0.291, data: 0.019) G_GAN: 4.913 G_L1: 3.421 D_real: 0.125 D_fake: 0.021 +(epoch: 52, iters: 29084, time: 0.298, data: 0.020) G_GAN: 3.867 G_L1: 4.137 D_real: 0.003 D_fake: 0.240 +(epoch: 52, iters: 29184, time: 0.598, data: 0.021) G_GAN: 4.833 G_L1: 5.289 D_real: 0.003 D_fake: 0.029 +(epoch: 52, iters: 29284, time: 0.289, data: 0.019) G_GAN: 5.771 G_L1: 4.262 D_real: 0.039 D_fake: 0.023 +(epoch: 52, iters: 29384, time: 0.289, data: 0.020) G_GAN: 5.473 G_L1: 4.871 D_real: 0.007 D_fake: 0.241 +(epoch: 52, iters: 29484, time: 0.291, data: 0.018) G_GAN: 3.932 G_L1: 3.678 D_real: 0.021 D_fake: 0.105 +(epoch: 52, iters: 29584, time: 0.377, data: 0.019) G_GAN: 4.239 G_L1: 3.409 D_real: 0.013 D_fake: 0.074 +(epoch: 52, iters: 29684, time: 0.280, data: 0.018) G_GAN: 5.067 G_L1: 6.776 D_real: 0.056 D_fake: 0.026 +(epoch: 52, iters: 29784, time: 0.279, data: 0.018) G_GAN: 5.601 G_L1: 4.937 D_real: 0.012 D_fake: 0.042 +(epoch: 52, iters: 29884, time: 0.295, data: 0.015) G_GAN: 4.027 G_L1: 6.935 D_real: 0.176 D_fake: 0.042 +(epoch: 52, iters: 29984, time: 0.410, data: 0.019) G_GAN: 4.619 G_L1: 4.474 D_real: 0.029 D_fake: 0.047 +(epoch: 52, iters: 30084, time: 0.289, data: 0.018) G_GAN: 4.860 G_L1: 4.379 D_real: 0.011 D_fake: 0.048 +(epoch: 52, iters: 30184, time: 0.291, data: 0.016) G_GAN: 4.280 G_L1: 4.419 D_real: 0.024 D_fake: 0.046 +(epoch: 52, iters: 30284, time: 0.293, data: 0.017) G_GAN: 5.843 G_L1: 6.179 D_real: 0.019 D_fake: 0.018 +(epoch: 52, iters: 30384, time: 0.419, data: 0.020) G_GAN: 5.785 G_L1: 5.560 D_real: 0.285 D_fake: 0.006 +(epoch: 52, iters: 30484, time: 0.295, data: 0.018) G_GAN: 5.448 G_L1: 5.592 D_real: 0.004 D_fake: 0.057 +(epoch: 52, iters: 30584, time: 0.290, data: 0.017) G_GAN: 3.983 G_L1: 3.306 D_real: 0.589 D_fake: 0.007 +(epoch: 52, iters: 30684, time: 0.294, data: 0.018) G_GAN: 5.416 G_L1: 6.489 D_real: 0.111 D_fake: 0.016 +(epoch: 52, iters: 30784, time: 0.417, data: 0.022) G_GAN: 4.576 G_L1: 3.407 D_real: 0.083 D_fake: 0.020 +(epoch: 52, iters: 30884, time: 0.286, data: 0.018) G_GAN: 4.772 G_L1: 3.968 D_real: 0.000 D_fake: 0.100 +(epoch: 52, iters: 30984, time: 0.296, data: 0.018) G_GAN: 4.970 G_L1: 4.151 D_real: 0.071 D_fake: 0.050 +(epoch: 52, iters: 31084, time: 0.288, data: 0.019) G_GAN: 4.879 G_L1: 3.603 D_real: 0.001 D_fake: 0.104 +(epoch: 52, iters: 31184, time: 0.571, data: 0.017) G_GAN: 8.379 G_L1: 3.928 D_real: 0.054 D_fake: 0.003 +(epoch: 52, iters: 31284, time: 0.282, data: 0.019) G_GAN: 3.987 G_L1: 2.710 D_real: 0.178 D_fake: 0.160 +(epoch: 52, iters: 31384, time: 0.291, data: 0.017) G_GAN: 4.297 G_L1: 1.728 D_real: 0.005 D_fake: 0.180 +(epoch: 52, iters: 31484, time: 0.297, data: 0.019) G_GAN: 5.564 G_L1: 5.071 D_real: 0.001 D_fake: 0.089 +(epoch: 52, iters: 31584, time: 0.413, data: 0.018) G_GAN: 4.762 G_L1: 5.240 D_real: 0.117 D_fake: 0.102 +(epoch: 52, iters: 31684, time: 0.294, data: 0.017) G_GAN: 5.476 G_L1: 6.067 D_real: 0.254 D_fake: 0.038 +(epoch: 52, iters: 31784, time: 0.299, data: 0.018) G_GAN: 4.079 G_L1: 4.472 D_real: 0.005 D_fake: 0.213 +(epoch: 52, iters: 31884, time: 0.289, data: 0.018) G_GAN: 5.974 G_L1: 4.019 D_real: 0.000 D_fake: 0.030 +(epoch: 52, iters: 31984, time: 0.403, data: 0.019) G_GAN: 6.079 G_L1: 3.352 D_real: 0.110 D_fake: 0.012 +(epoch: 52, iters: 32084, time: 0.294, data: 0.017) G_GAN: 5.601 G_L1: 2.965 D_real: 0.013 D_fake: 0.030 +(epoch: 52, iters: 32184, time: 0.295, data: 0.018) G_GAN: 4.158 G_L1: 3.541 D_real: 0.086 D_fake: 0.033 +(epoch: 52, iters: 32284, time: 0.294, data: 0.017) G_GAN: 4.813 G_L1: 7.205 D_real: 0.023 D_fake: 0.055 +(epoch: 52, iters: 32384, time: 0.418, data: 0.018) G_GAN: 6.679 G_L1: 12.677 D_real: 0.000 D_fake: 0.007 +(epoch: 52, iters: 32484, time: 0.285, data: 0.017) G_GAN: 7.047 G_L1: 5.444 D_real: 0.000 D_fake: 0.005 +(epoch: 52, iters: 32584, time: 0.293, data: 0.016) G_GAN: 5.028 G_L1: 4.848 D_real: 0.001 D_fake: 0.033 +(epoch: 52, iters: 32684, time: 0.279, data: 0.016) G_GAN: 4.546 G_L1: 4.749 D_real: 0.002 D_fake: 0.055 +(epoch: 52, iters: 32784, time: 0.405, data: 0.017) G_GAN: 5.643 G_L1: 4.547 D_real: 0.185 D_fake: 0.010 +(epoch: 52, iters: 32884, time: 0.285, data: 0.017) G_GAN: 3.388 G_L1: 3.799 D_real: 0.001 D_fake: 0.125 +(epoch: 52, iters: 32984, time: 0.285, data: 0.016) G_GAN: 3.437 G_L1: 3.795 D_real: 0.189 D_fake: 0.050 +(epoch: 52, iters: 33084, time: 0.279, data: 0.018) G_GAN: 4.918 G_L1: 3.109 D_real: 0.009 D_fake: 0.061 +(epoch: 52, iters: 33184, time: 0.600, data: 0.016) G_GAN: 6.204 G_L1: 5.869 D_real: 0.009 D_fake: 0.066 +(epoch: 52, iters: 33284, time: 0.290, data: 0.016) G_GAN: 3.999 G_L1: 4.889 D_real: 0.014 D_fake: 0.162 +(epoch: 52, iters: 33384, time: 0.295, data: 0.018) G_GAN: 5.955 G_L1: 9.772 D_real: 0.024 D_fake: 0.035 +(epoch: 52, iters: 33484, time: 0.281, data: 0.018) G_GAN: 3.510 G_L1: 4.249 D_real: 0.100 D_fake: 0.346 +(epoch: 52, iters: 33584, time: 0.393, data: 0.017) G_GAN: 6.064 G_L1: 3.831 D_real: 0.035 D_fake: 0.012 +(epoch: 52, iters: 33684, time: 0.294, data: 0.016) G_GAN: 6.399 G_L1: 9.316 D_real: 0.016 D_fake: 0.008 +(epoch: 52, iters: 33784, time: 0.293, data: 0.017) G_GAN: 4.983 G_L1: 3.757 D_real: 0.101 D_fake: 0.169 +(epoch: 52, iters: 33884, time: 0.293, data: 0.020) G_GAN: 8.180 G_L1: 3.469 D_real: 0.312 D_fake: 0.006 +(epoch: 52, iters: 33984, time: 0.393, data: 0.017) G_GAN: 6.086 G_L1: 4.854 D_real: 0.005 D_fake: 0.026 +(epoch: 52, iters: 34084, time: 0.297, data: 0.017) G_GAN: 3.759 G_L1: 3.855 D_real: 0.001 D_fake: 0.178 +(epoch: 52, iters: 34184, time: 0.296, data: 0.018) G_GAN: 4.843 G_L1: 3.437 D_real: 0.329 D_fake: 0.037 +(epoch: 52, iters: 34284, time: 0.295, data: 0.020) G_GAN: 3.220 G_L1: 3.596 D_real: 0.188 D_fake: 0.082 +(epoch: 52, iters: 34384, time: 0.400, data: 0.018) G_GAN: 4.491 G_L1: 2.837 D_real: 0.000 D_fake: 0.048 +(epoch: 52, iters: 34484, time: 0.303, data: 0.020) G_GAN: 4.106 G_L1: 4.572 D_real: 0.040 D_fake: 0.383 +(epoch: 52, iters: 34584, time: 0.287, data: 0.019) G_GAN: 4.041 G_L1: 4.865 D_real: 0.058 D_fake: 0.077 +(epoch: 52, iters: 34684, time: 0.304, data: 0.017) G_GAN: 4.051 G_L1: 5.619 D_real: 0.479 D_fake: 0.157 +(epoch: 52, iters: 34784, time: 0.416, data: 0.019) G_GAN: 5.492 G_L1: 4.570 D_real: 0.843 D_fake: 0.012 +(epoch: 52, iters: 34884, time: 0.297, data: 0.021) G_GAN: 3.063 G_L1: 3.874 D_real: 0.171 D_fake: 0.109 +(epoch: 52, iters: 34984, time: 0.302, data: 0.018) G_GAN: 3.424 G_L1: 3.791 D_real: 0.260 D_fake: 0.459 +(epoch: 52, iters: 35084, time: 0.300, data: 0.019) G_GAN: 4.589 G_L1: 3.778 D_real: 0.029 D_fake: 0.074 +(epoch: 52, iters: 35184, time: 0.559, data: 0.019) G_GAN: 3.506 G_L1: 3.457 D_real: 0.111 D_fake: 0.050 +(epoch: 52, iters: 35284, time: 0.299, data: 0.018) G_GAN: 3.791 G_L1: 3.847 D_real: 0.020 D_fake: 0.080 +(epoch: 52, iters: 35384, time: 0.300, data: 0.019) G_GAN: 4.569 G_L1: 6.429 D_real: 0.000 D_fake: 0.065 +(epoch: 52, iters: 35484, time: 0.301, data: 0.019) G_GAN: 7.464 G_L1: 3.754 D_real: 0.001 D_fake: 0.437 +(epoch: 52, iters: 35584, time: 0.415, data: 0.020) G_GAN: 3.504 G_L1: 4.145 D_real: 0.001 D_fake: 0.156 +(epoch: 52, iters: 35684, time: 0.285, data: 0.019) G_GAN: 5.985 G_L1: 4.740 D_real: 0.012 D_fake: 0.085 +(epoch: 52, iters: 35784, time: 0.297, data: 0.017) G_GAN: 4.846 G_L1: 7.168 D_real: 0.036 D_fake: 0.066 +(epoch: 52, iters: 35884, time: 0.292, data: 0.019) G_GAN: 3.018 G_L1: 3.301 D_real: 0.182 D_fake: 0.105 +(epoch: 52, iters: 35984, time: 0.422, data: 0.017) G_GAN: 5.644 G_L1: 5.795 D_real: 0.062 D_fake: 0.024 +(epoch: 52, iters: 36084, time: 0.291, data: 0.018) G_GAN: 3.918 G_L1: 3.504 D_real: 0.073 D_fake: 0.110 +(epoch: 52, iters: 36184, time: 0.293, data: 0.017) G_GAN: 4.965 G_L1: 6.178 D_real: 0.076 D_fake: 0.088 +(epoch: 52, iters: 36284, time: 0.288, data: 0.017) G_GAN: 6.086 G_L1: 5.168 D_real: 0.140 D_fake: 0.007 +(epoch: 52, iters: 36384, time: 0.411, data: 0.016) G_GAN: 4.647 G_L1: 5.790 D_real: 0.040 D_fake: 0.100 +(epoch: 52, iters: 36484, time: 0.280, data: 0.018) G_GAN: 7.276 G_L1: 5.384 D_real: 0.016 D_fake: 0.308 +(epoch: 52, iters: 36584, time: 0.290, data: 0.017) G_GAN: 3.764 G_L1: 2.768 D_real: 0.002 D_fake: 0.156 +(epoch: 52, iters: 36684, time: 0.297, data: 0.017) G_GAN: 5.746 G_L1: 4.027 D_real: 0.083 D_fake: 0.009 +(epoch: 52, iters: 36784, time: 0.401, data: 0.019) G_GAN: 7.205 G_L1: 3.875 D_real: 0.004 D_fake: 0.003 +(epoch: 52, iters: 36884, time: 0.301, data: 0.025) G_GAN: 5.507 G_L1: 2.934 D_real: 0.004 D_fake: 0.171 +(epoch: 52, iters: 36984, time: 0.292, data: 0.018) G_GAN: 4.345 G_L1: 7.226 D_real: 0.388 D_fake: 0.059 +(epoch: 52, iters: 37084, time: 0.294, data: 0.017) G_GAN: 5.646 G_L1: 4.360 D_real: 0.084 D_fake: 0.019 +(epoch: 52, iters: 37184, time: 0.619, data: 0.017) G_GAN: 5.623 G_L1: 4.722 D_real: 0.016 D_fake: 0.015 +(epoch: 52, iters: 37284, time: 0.299, data: 0.022) G_GAN: 4.038 G_L1: 3.598 D_real: 0.167 D_fake: 0.117 +(epoch: 52, iters: 37384, time: 0.278, data: 0.019) G_GAN: 5.939 G_L1: 3.723 D_real: 0.026 D_fake: 0.026 +(epoch: 52, iters: 37484, time: 0.279, data: 0.015) G_GAN: 4.084 G_L1: 4.547 D_real: 0.523 D_fake: 0.025 +(epoch: 52, iters: 37584, time: 0.388, data: 0.016) G_GAN: 3.618 G_L1: 4.323 D_real: 0.661 D_fake: 0.032 +(epoch: 52, iters: 37684, time: 0.301, data: 0.017) G_GAN: 5.452 G_L1: 3.702 D_real: 0.005 D_fake: 0.011 +(epoch: 52, iters: 37784, time: 0.291, data: 0.019) G_GAN: 5.457 G_L1: 4.259 D_real: 0.002 D_fake: 0.027 +(epoch: 52, iters: 37884, time: 0.301, data: 0.018) G_GAN: 5.582 G_L1: 6.180 D_real: 0.003 D_fake: 0.023 +(epoch: 52, iters: 37984, time: 0.420, data: 0.018) G_GAN: 4.357 G_L1: 2.803 D_real: 0.179 D_fake: 0.026 +(epoch: 52, iters: 38084, time: 0.299, data: 0.020) G_GAN: 3.138 G_L1: 3.336 D_real: 0.159 D_fake: 0.064 +(epoch: 52, iters: 38184, time: 0.297, data: 0.018) G_GAN: 4.041 G_L1: 2.854 D_real: 0.076 D_fake: 0.095 +(epoch: 52, iters: 38284, time: 0.295, data: 0.018) G_GAN: 4.427 G_L1: 3.058 D_real: 0.057 D_fake: 0.033 +(epoch: 52, iters: 38384, time: 0.413, data: 0.019) G_GAN: 3.898 G_L1: 3.119 D_real: 0.121 D_fake: 0.071 +(epoch: 52, iters: 38484, time: 0.289, data: 0.017) G_GAN: 4.942 G_L1: 3.305 D_real: 0.001 D_fake: 0.024 +(epoch: 52, iters: 38584, time: 0.301, data: 0.018) G_GAN: 5.492 G_L1: 6.475 D_real: 0.007 D_fake: 0.378 +(epoch: 52, iters: 38684, time: 0.300, data: 0.019) G_GAN: 2.967 G_L1: 3.106 D_real: 0.003 D_fake: 0.996 +(epoch: 52, iters: 38784, time: 0.394, data: 0.019) G_GAN: 5.446 G_L1: 3.662 D_real: 0.139 D_fake: 0.014 +(epoch: 52, iters: 38884, time: 0.300, data: 0.018) G_GAN: 4.789 G_L1: 4.057 D_real: 0.112 D_fake: 0.070 +(epoch: 52, iters: 38984, time: 0.293, data: 0.019) G_GAN: 6.415 G_L1: 4.095 D_real: 0.000 D_fake: 0.009 +(epoch: 52, iters: 39084, time: 0.295, data: 0.018) G_GAN: 5.560 G_L1: 5.829 D_real: 0.160 D_fake: 0.020 +(epoch: 52, iters: 39184, time: 0.567, data: 0.017) G_GAN: 7.530 G_L1: 6.504 D_real: 0.002 D_fake: 0.052 +(epoch: 52, iters: 39284, time: 0.287, data: 0.019) G_GAN: 6.100 G_L1: 3.620 D_real: 0.000 D_fake: 0.007 +(epoch: 52, iters: 39384, time: 0.292, data: 0.017) G_GAN: 5.129 G_L1: 5.122 D_real: 0.131 D_fake: 0.053 +(epoch: 52, iters: 39484, time: 0.300, data: 0.018) G_GAN: 5.806 G_L1: 5.589 D_real: 0.005 D_fake: 0.045 +(epoch: 52, iters: 39584, time: 0.414, data: 0.018) G_GAN: 4.941 G_L1: 3.236 D_real: 0.026 D_fake: 0.030 +(epoch: 52, iters: 39684, time: 0.282, data: 0.019) G_GAN: 5.240 G_L1: 5.396 D_real: 0.000 D_fake: 0.544 +(epoch: 52, iters: 39784, time: 0.294, data: 0.021) G_GAN: 6.014 G_L1: 4.302 D_real: 0.009 D_fake: 0.049 +(epoch: 52, iters: 39884, time: 0.303, data: 0.018) G_GAN: 6.000 G_L1: 3.865 D_real: 0.127 D_fake: 0.023 +(epoch: 52, iters: 39984, time: 0.429, data: 0.019) G_GAN: 5.336 G_L1: 5.031 D_real: 0.140 D_fake: 0.027 +(epoch: 52, iters: 40084, time: 0.281, data: 0.018) G_GAN: 6.086 G_L1: 5.267 D_real: 0.003 D_fake: 0.407 +(epoch: 52, iters: 40184, time: 0.288, data: 0.018) G_GAN: 5.374 G_L1: 3.251 D_real: 0.049 D_fake: 0.054 +(epoch: 52, iters: 40284, time: 0.297, data: 0.019) G_GAN: 4.268 G_L1: 3.954 D_real: 0.000 D_fake: 0.193 +(epoch: 52, iters: 40384, time: 0.409, data: 0.021) G_GAN: 5.148 G_L1: 5.325 D_real: 0.024 D_fake: 0.130 +(epoch: 52, iters: 40484, time: 0.291, data: 0.020) G_GAN: 4.677 G_L1: 5.106 D_real: 0.109 D_fake: 0.025 +(epoch: 52, iters: 40584, time: 0.281, data: 0.022) G_GAN: 4.883 G_L1: 3.487 D_real: 0.003 D_fake: 0.441 +(epoch: 52, iters: 40684, time: 0.303, data: 0.015) G_GAN: 5.153 G_L1: 2.795 D_real: 0.002 D_fake: 0.089 +(epoch: 52, iters: 40784, time: 0.415, data: 0.019) G_GAN: 4.599 G_L1: 3.837 D_real: 0.180 D_fake: 0.033 +(epoch: 52, iters: 40884, time: 0.299, data: 0.018) G_GAN: 3.632 G_L1: 3.268 D_real: 0.162 D_fake: 0.029 +(epoch: 52, iters: 40984, time: 0.289, data: 0.020) G_GAN: 3.920 G_L1: 3.352 D_real: 0.065 D_fake: 0.252 +(epoch: 52, iters: 41084, time: 0.289, data: 0.016) G_GAN: 5.040 G_L1: 5.674 D_real: 0.059 D_fake: 0.108 +(epoch: 52, iters: 41184, time: 0.606, data: 0.019) G_GAN: 6.513 G_L1: 5.576 D_real: 0.001 D_fake: 0.009 +(epoch: 52, iters: 41284, time: 0.283, data: 0.018) G_GAN: 4.342 G_L1: 3.301 D_real: 0.001 D_fake: 0.121 +(epoch: 52, iters: 41384, time: 0.298, data: 0.018) G_GAN: 4.423 G_L1: 3.530 D_real: 0.014 D_fake: 0.046 +(epoch: 52, iters: 41484, time: 0.299, data: 0.019) G_GAN: 4.101 G_L1: 3.953 D_real: 0.022 D_fake: 0.177 +(epoch: 52, iters: 41584, time: 0.397, data: 0.018) G_GAN: 4.039 G_L1: 3.326 D_real: 0.065 D_fake: 0.075 +(epoch: 52, iters: 41684, time: 0.302, data: 0.019) G_GAN: 5.526 G_L1: 5.343 D_real: 0.016 D_fake: 0.051 +(epoch: 52, iters: 41784, time: 0.296, data: 0.019) G_GAN: 4.738 G_L1: 3.642 D_real: 0.172 D_fake: 0.053 +(epoch: 52, iters: 41884, time: 0.297, data: 0.020) G_GAN: 5.315 G_L1: 4.171 D_real: 0.106 D_fake: 0.073 +(epoch: 52, iters: 41984, time: 0.412, data: 0.019) G_GAN: 3.736 G_L1: 5.463 D_real: 0.533 D_fake: 0.038 +(epoch: 52, iters: 42084, time: 0.298, data: 0.017) G_GAN: 5.095 G_L1: 4.594 D_real: 0.042 D_fake: 0.016 +(epoch: 52, iters: 42184, time: 0.289, data: 0.019) G_GAN: 4.355 G_L1: 4.459 D_real: 0.003 D_fake: 0.079 +(epoch: 52, iters: 42284, time: 0.300, data: 0.017) G_GAN: 4.194 G_L1: 3.507 D_real: 0.019 D_fake: 0.028 +(epoch: 52, iters: 42384, time: 0.407, data: 0.019) G_GAN: 6.094 G_L1: 3.605 D_real: 0.109 D_fake: 0.061 +(epoch: 52, iters: 42484, time: 0.299, data: 0.018) G_GAN: 13.292 G_L1: 15.247 D_real: 0.040 D_fake: 0.331 +(epoch: 52, iters: 42584, time: 0.295, data: 0.019) G_GAN: 6.350 G_L1: 3.368 D_real: 0.046 D_fake: 0.009 +(epoch: 52, iters: 42684, time: 0.303, data: 0.018) G_GAN: 4.719 G_L1: 5.906 D_real: 0.146 D_fake: 0.073 +(epoch: 52, iters: 42784, time: 0.412, data: 0.019) G_GAN: 6.045 G_L1: 3.086 D_real: 0.009 D_fake: 0.025 +(epoch: 52, iters: 42884, time: 0.287, data: 0.018) G_GAN: 8.081 G_L1: 4.918 D_real: 0.033 D_fake: 0.007 +(epoch: 52, iters: 42984, time: 0.300, data: 0.022) G_GAN: 5.779 G_L1: 4.399 D_real: 0.066 D_fake: 0.041 +(epoch: 52, iters: 43084, time: 0.294, data: 0.019) G_GAN: 3.730 G_L1: 3.642 D_real: 0.041 D_fake: 0.242 +(epoch: 52, iters: 43184, time: 0.541, data: 0.019) G_GAN: 5.488 G_L1: 3.362 D_real: 0.034 D_fake: 0.225 +(epoch: 52, iters: 43284, time: 0.296, data: 0.019) G_GAN: 4.519 G_L1: 4.392 D_real: 0.027 D_fake: 0.028 +(epoch: 52, iters: 43384, time: 0.304, data: 0.019) G_GAN: 5.391 G_L1: 3.649 D_real: 0.010 D_fake: 0.032 +(epoch: 52, iters: 43484, time: 0.298, data: 0.018) G_GAN: 5.995 G_L1: 4.120 D_real: 0.001 D_fake: 0.167 +(epoch: 52, iters: 43584, time: 0.407, data: 0.019) G_GAN: 4.296 G_L1: 3.933 D_real: 0.008 D_fake: 0.062 +(epoch: 52, iters: 43684, time: 0.301, data: 0.018) G_GAN: 4.909 G_L1: 4.579 D_real: 0.002 D_fake: 0.108 +(epoch: 52, iters: 43784, time: 0.303, data: 0.019) G_GAN: 6.508 G_L1: 4.112 D_real: 0.019 D_fake: 0.006 +(epoch: 52, iters: 43884, time: 0.301, data: 0.019) G_GAN: 5.392 G_L1: 5.776 D_real: 0.008 D_fake: 0.057 +(epoch: 52, iters: 43984, time: 0.417, data: 0.020) G_GAN: 5.134 G_L1: 5.253 D_real: 0.001 D_fake: 0.130 +(epoch: 52, iters: 44084, time: 0.292, data: 0.018) G_GAN: 6.096 G_L1: 3.809 D_real: 0.087 D_fake: 0.006 +(epoch: 52, iters: 44184, time: 0.296, data: 0.018) G_GAN: 5.070 G_L1: 3.945 D_real: 0.030 D_fake: 0.199 +(epoch: 52, iters: 44284, time: 0.288, data: 0.019) G_GAN: 2.855 G_L1: 3.386 D_real: 0.198 D_fake: 0.251 +(epoch: 52, iters: 44384, time: 0.426, data: 0.017) G_GAN: 9.828 G_L1: 4.810 D_real: 0.000 D_fake: 0.002 +(epoch: 52, iters: 44484, time: 0.277, data: 0.018) G_GAN: 5.367 G_L1: 4.738 D_real: 0.024 D_fake: 0.087 +(epoch: 52, iters: 44584, time: 0.299, data: 0.016) G_GAN: 5.436 G_L1: 8.740 D_real: 0.010 D_fake: 0.058 +(epoch: 52, iters: 44684, time: 0.285, data: 0.019) G_GAN: 5.677 G_L1: 5.712 D_real: 0.021 D_fake: 0.056 +(epoch: 52, iters: 44784, time: 0.380, data: 0.018) G_GAN: 6.087 G_L1: 5.724 D_real: 0.005 D_fake: 0.024 +(epoch: 52, iters: 44884, time: 0.289, data: 0.017) G_GAN: 4.989 G_L1: 5.705 D_real: 0.001 D_fake: 0.041 +(epoch: 52, iters: 44984, time: 0.281, data: 0.017) G_GAN: 5.818 G_L1: 5.239 D_real: 0.002 D_fake: 0.064 +(epoch: 52, iters: 45084, time: 0.281, data: 0.020) G_GAN: 5.716 G_L1: 5.857 D_real: 0.000 D_fake: 0.044 +(epoch: 52, iters: 45184, time: 0.564, data: 0.016) G_GAN: 4.178 G_L1: 5.291 D_real: 0.001 D_fake: 0.092 +(epoch: 52, iters: 45284, time: 0.285, data: 0.018) G_GAN: 7.665 G_L1: 3.539 D_real: 0.000 D_fake: 0.004 +(epoch: 52, iters: 45384, time: 0.298, data: 0.016) G_GAN: 4.847 G_L1: 4.342 D_real: 0.000 D_fake: 0.044 +(epoch: 52, iters: 45484, time: 0.289, data: 0.018) G_GAN: 7.322 G_L1: 6.895 D_real: 0.001 D_fake: 0.006 +(epoch: 52, iters: 45584, time: 0.410, data: 0.017) G_GAN: 6.361 G_L1: 5.419 D_real: 0.000 D_fake: 0.007 +(epoch: 52, iters: 45684, time: 0.287, data: 0.017) G_GAN: 4.610 G_L1: 3.179 D_real: 0.001 D_fake: 0.475 +(epoch: 52, iters: 45784, time: 0.291, data: 0.016) G_GAN: 5.271 G_L1: 11.300 D_real: 0.000 D_fake: 0.087 +(epoch: 52, iters: 45884, time: 0.295, data: 0.016) G_GAN: 4.851 G_L1: 4.426 D_real: 0.000 D_fake: 0.131 +(epoch: 52, iters: 45984, time: 0.390, data: 0.019) G_GAN: 4.488 G_L1: 5.614 D_real: 0.000 D_fake: 0.029 +(epoch: 52, iters: 46084, time: 0.282, data: 0.018) G_GAN: 4.944 G_L1: 4.829 D_real: 0.000 D_fake: 0.014 +(epoch: 52, iters: 46184, time: 0.288, data: 0.016) G_GAN: 5.412 G_L1: 7.765 D_real: 0.000 D_fake: 0.108 +(epoch: 52, iters: 46284, time: 0.290, data: 0.016) G_GAN: 4.085 G_L1: 3.045 D_real: 0.000 D_fake: 0.442 +(epoch: 52, iters: 46384, time: 0.412, data: 0.017) G_GAN: 5.296 G_L1: 9.732 D_real: 0.001 D_fake: 0.030 +(epoch: 52, iters: 46484, time: 0.295, data: 0.019) G_GAN: 4.206 G_L1: 4.118 D_real: 0.000 D_fake: 0.097 +(epoch: 52, iters: 46584, time: 0.300, data: 0.018) G_GAN: 5.803 G_L1: 6.074 D_real: 0.000 D_fake: 0.146 +(epoch: 52, iters: 46684, time: 0.289, data: 0.019) G_GAN: 3.820 G_L1: 4.174 D_real: 0.000 D_fake: 0.360 +(epoch: 52, iters: 46784, time: 0.388, data: 0.017) G_GAN: 5.193 G_L1: 8.761 D_real: 0.000 D_fake: 0.182 +(epoch: 52, iters: 46884, time: 0.298, data: 0.017) G_GAN: 3.103 G_L1: 4.523 D_real: 0.000 D_fake: 0.398 +(epoch: 52, iters: 46984, time: 0.284, data: 0.017) G_GAN: 4.043 G_L1: 4.882 D_real: 0.000 D_fake: 0.157 +(epoch: 52, iters: 47084, time: 0.297, data: 0.017) G_GAN: 3.962 G_L1: 4.080 D_real: 0.000 D_fake: 0.166 +(epoch: 52, iters: 47184, time: 0.551, data: 0.018) G_GAN: 5.411 G_L1: 6.866 D_real: 0.000 D_fake: 0.111 +(epoch: 52, iters: 47284, time: 0.297, data: 0.017) G_GAN: 6.711 G_L1: 5.816 D_real: 0.002 D_fake: 0.028 +(epoch: 52, iters: 47384, time: 0.293, data: 0.018) G_GAN: 4.001 G_L1: 6.208 D_real: 0.000 D_fake: 0.460 +(epoch: 52, iters: 47484, time: 0.291, data: 0.018) G_GAN: 4.982 G_L1: 4.646 D_real: 0.001 D_fake: 0.047 +(epoch: 52, iters: 47584, time: 0.411, data: 0.018) G_GAN: 4.757 G_L1: 5.636 D_real: 0.000 D_fake: 0.051 +(epoch: 52, iters: 47684, time: 0.296, data: 0.018) G_GAN: 4.060 G_L1: 5.061 D_real: 0.000 D_fake: 0.223 +(epoch: 52, iters: 47784, time: 0.295, data: 0.018) G_GAN: 2.840 G_L1: 3.976 D_real: 0.001 D_fake: 0.077 +(epoch: 52, iters: 47884, time: 0.292, data: 0.019) G_GAN: 2.765 G_L1: 4.881 D_real: 0.000 D_fake: 0.091 +(epoch: 52, iters: 47984, time: 0.389, data: 0.017) G_GAN: 3.560 G_L1: 4.476 D_real: 0.000 D_fake: 0.346 +(epoch: 52, iters: 48084, time: 0.297, data: 0.019) G_GAN: 2.825 G_L1: 4.139 D_real: 0.000 D_fake: 0.165 +(epoch: 52, iters: 48184, time: 0.296, data: 0.018) G_GAN: 2.354 G_L1: 4.486 D_real: 0.000 D_fake: 0.409 +(epoch: 52, iters: 48284, time: 0.287, data: 0.017) G_GAN: 4.371 G_L1: 4.888 D_real: 0.000 D_fake: 0.139 +(epoch: 52, iters: 48384, time: 0.410, data: 0.019) G_GAN: 2.175 G_L1: 3.792 D_real: 0.000 D_fake: 0.317 +(epoch: 52, iters: 48484, time: 0.293, data: 0.019) G_GAN: 4.749 G_L1: 5.197 D_real: 0.000 D_fake: 0.054 +(epoch: 52, iters: 48584, time: 0.294, data: 0.017) G_GAN: 3.923 G_L1: 4.633 D_real: 0.000 D_fake: 0.068 +(epoch: 52, iters: 48684, time: 0.297, data: 0.018) G_GAN: 3.225 G_L1: 6.768 D_real: 0.000 D_fake: 0.187 +(epoch: 52, iters: 48784, time: 0.413, data: 0.020) G_GAN: 5.141 G_L1: 6.654 D_real: 0.000 D_fake: 0.088 +(epoch: 52, iters: 48884, time: 0.294, data: 0.018) G_GAN: 2.574 G_L1: 4.345 D_real: 0.000 D_fake: 0.037 +(epoch: 52, iters: 48984, time: 0.297, data: 0.021) G_GAN: 2.744 G_L1: 4.326 D_real: 0.000 D_fake: 0.386 +(epoch: 52, iters: 49084, time: 0.282, data: 0.017) G_GAN: 2.499 G_L1: 5.098 D_real: 0.000 D_fake: 0.148 +(epoch: 52, iters: 49184, time: 0.555, data: 0.019) G_GAN: 3.874 G_L1: 7.495 D_real: 0.010 D_fake: 0.072 +(epoch: 52, iters: 49284, time: 0.302, data: 0.017) G_GAN: 2.616 G_L1: 9.908 D_real: 0.000 D_fake: 0.369 +(epoch: 52, iters: 49384, time: 0.295, data: 0.019) G_GAN: 2.558 G_L1: 3.370 D_real: 0.000 D_fake: 0.212 +(epoch: 52, iters: 49484, time: 0.306, data: 0.022) G_GAN: 3.737 G_L1: 3.885 D_real: 0.003 D_fake: 0.068 +(epoch: 52, iters: 49584, time: 0.422, data: 0.020) G_GAN: 2.620 G_L1: 5.026 D_real: 0.000 D_fake: 0.747 +(epoch: 52, iters: 49684, time: 0.303, data: 0.019) G_GAN: 3.383 G_L1: 5.904 D_real: 0.000 D_fake: 0.191 +(epoch: 52, iters: 49784, time: 0.308, data: 0.019) G_GAN: 2.645 G_L1: 8.146 D_real: 0.000 D_fake: 0.440 +(epoch: 52, iters: 49884, time: 0.295, data: 0.019) G_GAN: 2.410 G_L1: 10.241 D_real: 0.001 D_fake: 1.400 +(epoch: 52, iters: 49984, time: 0.415, data: 0.017) G_GAN: 2.927 G_L1: 9.615 D_real: 0.000 D_fake: 0.373 +(epoch: 52, iters: 50084, time: 0.294, data: 0.019) G_GAN: 2.959 G_L1: 3.858 D_real: 0.000 D_fake: 0.359 +(epoch: 52, iters: 50184, time: 0.303, data: 0.017) G_GAN: 2.870 G_L1: 3.497 D_real: 0.000 D_fake: 0.379 +(epoch: 52, iters: 50284, time: 0.295, data: 0.019) G_GAN: 3.155 G_L1: 4.189 D_real: 0.000 D_fake: 0.088 +(epoch: 52, iters: 50384, time: 0.425, data: 0.018) G_GAN: 2.649 G_L1: 5.640 D_real: 0.000 D_fake: 0.514 +(epoch: 52, iters: 50484, time: 0.303, data: 0.020) G_GAN: 1.860 G_L1: 4.129 D_real: 0.001 D_fake: 0.299 +(epoch: 52, iters: 50584, time: 0.301, data: 0.019) G_GAN: 3.697 G_L1: 4.780 D_real: 0.000 D_fake: 0.162 +(epoch: 52, iters: 50684, time: 0.307, data: 0.018) G_GAN: 2.796 G_L1: 4.980 D_real: 0.000 D_fake: 0.277 +(epoch: 52, iters: 50784, time: 0.409, data: 0.018) G_GAN: 2.534 G_L1: 5.392 D_real: 0.001 D_fake: 0.161 +(epoch: 52, iters: 50884, time: 0.303, data: 0.017) G_GAN: 2.135 G_L1: 3.905 D_real: 0.000 D_fake: 0.317 +(epoch: 52, iters: 50984, time: 0.301, data: 0.018) G_GAN: 2.179 G_L1: 11.561 D_real: 0.001 D_fake: 0.296 +(epoch: 52, iters: 51084, time: 0.304, data: 0.019) G_GAN: 2.519 G_L1: 6.085 D_real: 0.000 D_fake: 0.766 +(epoch: 52, iters: 51184, time: 0.569, data: 0.019) G_GAN: 3.138 G_L1: 3.904 D_real: 0.001 D_fake: 0.133 +(epoch: 52, iters: 51284, time: 0.305, data: 0.022) G_GAN: 2.931 G_L1: 5.416 D_real: 0.000 D_fake: 0.614 +(epoch: 52, iters: 51384, time: 0.298, data: 0.020) G_GAN: 2.728 G_L1: 4.609 D_real: 0.004 D_fake: 0.130 +(epoch: 52, iters: 51484, time: 0.309, data: 0.019) G_GAN: 3.410 G_L1: 5.150 D_real: 0.000 D_fake: 0.122 +(epoch: 52, iters: 51584, time: 0.416, data: 0.019) G_GAN: 2.517 G_L1: 4.366 D_real: 0.000 D_fake: 0.216 +(epoch: 52, iters: 51684, time: 0.300, data: 0.018) G_GAN: 3.445 G_L1: 5.341 D_real: 0.000 D_fake: 0.232 +(epoch: 52, iters: 51784, time: 0.304, data: 0.018) G_GAN: 2.118 G_L1: 3.865 D_real: 0.000 D_fake: 0.906 +(epoch: 52, iters: 51884, time: 0.300, data: 0.019) G_GAN: 1.855 G_L1: 3.815 D_real: 0.000 D_fake: 0.414 +(epoch: 52, iters: 51984, time: 0.420, data: 0.018) G_GAN: 2.764 G_L1: 3.979 D_real: 0.000 D_fake: 0.420 +(epoch: 52, iters: 52084, time: 0.299, data: 0.018) G_GAN: 2.675 G_L1: 7.274 D_real: 0.000 D_fake: 0.084 +(epoch: 52, iters: 52184, time: 0.302, data: 0.019) G_GAN: 2.014 G_L1: 6.524 D_real: 0.000 D_fake: 0.246 +(epoch: 52, iters: 52284, time: 0.298, data: 0.019) G_GAN: 2.740 G_L1: 5.593 D_real: 0.001 D_fake: 0.058 +(epoch: 52, iters: 52384, time: 0.386, data: 0.020) G_GAN: 2.328 G_L1: 6.653 D_real: 0.002 D_fake: 0.210 +(epoch: 52, iters: 52484, time: 0.292, data: 0.020) G_GAN: 1.983 G_L1: 4.700 D_real: 0.000 D_fake: 0.509 +(epoch: 52, iters: 52584, time: 0.302, data: 0.019) G_GAN: 2.307 G_L1: 4.518 D_real: 0.000 D_fake: 0.208 +(epoch: 52, iters: 52684, time: 0.301, data: 0.020) G_GAN: 2.364 G_L1: 4.864 D_real: 0.001 D_fake: 0.185 +(epoch: 52, iters: 52784, time: 0.406, data: 0.018) G_GAN: 3.565 G_L1: 4.886 D_real: 0.002 D_fake: 0.187 +(epoch: 52, iters: 52884, time: 0.292, data: 0.019) G_GAN: 2.733 G_L1: 4.815 D_real: 0.026 D_fake: 0.048 +(epoch: 52, iters: 52984, time: 0.304, data: 0.016) G_GAN: 3.301 G_L1: 8.636 D_real: 0.000 D_fake: 0.320 +(epoch: 52, iters: 53084, time: 0.302, data: 0.019) G_GAN: 1.704 G_L1: 4.047 D_real: 0.000 D_fake: 0.564 +(epoch: 52, iters: 53184, time: 0.539, data: 0.019) G_GAN: 2.179 G_L1: 4.365 D_real: 0.001 D_fake: 0.733 +(epoch: 52, iters: 53284, time: 0.304, data: 0.019) G_GAN: 3.112 G_L1: 5.653 D_real: 0.000 D_fake: 0.330 +(epoch: 52, iters: 53384, time: 0.304, data: 0.021) G_GAN: 2.913 G_L1: 7.191 D_real: 0.000 D_fake: 0.355 +(epoch: 52, iters: 53484, time: 0.302, data: 0.018) G_GAN: 1.904 G_L1: 5.148 D_real: 0.000 D_fake: 0.249 +(epoch: 52, iters: 53584, time: 0.420, data: 0.019) G_GAN: 1.537 G_L1: 4.598 D_real: 0.000 D_fake: 1.005 +(epoch: 52, iters: 53684, time: 0.304, data: 0.020) G_GAN: 2.135 G_L1: 3.911 D_real: 0.000 D_fake: 0.632 +(epoch: 52, iters: 53784, time: 0.299, data: 0.019) G_GAN: 2.489 G_L1: 6.717 D_real: 0.000 D_fake: 0.250 +(epoch: 52, iters: 53884, time: 0.309, data: 0.018) G_GAN: 1.639 G_L1: 4.149 D_real: 0.000 D_fake: 0.496 +(epoch: 52, iters: 53984, time: 0.415, data: 0.019) G_GAN: 2.468 G_L1: 5.637 D_real: 0.000 D_fake: 0.156 +(epoch: 52, iters: 54084, time: 0.304, data: 0.020) G_GAN: 2.487 G_L1: 4.333 D_real: 0.002 D_fake: 0.250 +(epoch: 52, iters: 54184, time: 0.307, data: 0.020) G_GAN: 3.075 G_L1: 7.919 D_real: 0.000 D_fake: 0.372 +(epoch: 52, iters: 54284, time: 0.289, data: 0.019) G_GAN: 2.363 G_L1: 4.880 D_real: 0.000 D_fake: 0.220 +(epoch: 52, iters: 54384, time: 0.432, data: 0.019) G_GAN: 1.739 G_L1: 4.733 D_real: 0.000 D_fake: 0.564 +(epoch: 52, iters: 54484, time: 0.300, data: 0.019) G_GAN: 2.366 G_L1: 4.746 D_real: 0.000 D_fake: 0.479 +(epoch: 52, iters: 54584, time: 0.286, data: 0.019) G_GAN: 3.272 G_L1: 10.545 D_real: 0.001 D_fake: 0.128 +(epoch: 52, iters: 54684, time: 0.294, data: 0.016) G_GAN: 2.817 G_L1: 6.755 D_real: 0.000 D_fake: 1.013 +(epoch: 52, iters: 54784, time: 0.406, data: 0.018) G_GAN: 3.788 G_L1: 8.068 D_real: 0.000 D_fake: 0.615 +(epoch: 52, iters: 54884, time: 0.306, data: 0.018) G_GAN: 1.466 G_L1: 3.345 D_real: 0.000 D_fake: 1.843 +(epoch: 52, iters: 54984, time: 0.304, data: 0.019) G_GAN: 1.673 G_L1: 5.185 D_real: 0.002 D_fake: 0.468 +(epoch: 52, iters: 55084, time: 0.294, data: 0.019) G_GAN: 2.650 G_L1: 7.238 D_real: 0.000 D_fake: 0.404 +(epoch: 52, iters: 55184, time: 0.579, data: 0.020) G_GAN: 2.007 G_L1: 6.461 D_real: 0.000 D_fake: 1.134 +(epoch: 52, iters: 55284, time: 0.299, data: 0.019) G_GAN: 2.633 G_L1: 8.368 D_real: 0.000 D_fake: 0.262 +(epoch: 52, iters: 55384, time: 0.303, data: 0.019) G_GAN: 2.437 G_L1: 4.557 D_real: 0.000 D_fake: 0.190 +(epoch: 52, iters: 55484, time: 0.302, data: 0.020) G_GAN: 1.173 G_L1: 4.616 D_real: 0.000 D_fake: 0.414 +(epoch: 52, iters: 55584, time: 0.391, data: 0.020) G_GAN: 2.119 G_L1: 4.480 D_real: 0.000 D_fake: 0.453 +(epoch: 52, iters: 55684, time: 0.304, data: 0.019) G_GAN: 1.692 G_L1: 6.212 D_real: 0.000 D_fake: 0.612 +(epoch: 52, iters: 55784, time: 0.303, data: 0.019) G_GAN: 1.759 G_L1: 3.334 D_real: 0.000 D_fake: 0.603 +(epoch: 52, iters: 55884, time: 0.302, data: 0.020) G_GAN: 1.689 G_L1: 5.633 D_real: 0.000 D_fake: 0.259 +(epoch: 52, iters: 55984, time: 0.408, data: 0.020) G_GAN: 2.430 G_L1: 4.651 D_real: 0.000 D_fake: 0.791 +(epoch: 52, iters: 56084, time: 0.304, data: 0.018) G_GAN: 2.950 G_L1: 5.186 D_real: 0.002 D_fake: 0.160 +(epoch: 52, iters: 56184, time: 0.302, data: 0.020) G_GAN: 0.957 G_L1: 4.456 D_real: 0.000 D_fake: 0.723 +(epoch: 52, iters: 56284, time: 0.295, data: 0.020) G_GAN: 3.445 G_L1: 4.566 D_real: 0.000 D_fake: 0.322 +(epoch: 52, iters: 56384, time: 0.389, data: 0.017) G_GAN: 1.521 G_L1: 5.571 D_real: 0.001 D_fake: 0.588 +(epoch: 52, iters: 56484, time: 0.305, data: 0.018) G_GAN: 1.079 G_L1: 3.920 D_real: 0.002 D_fake: 0.591 +(epoch: 52, iters: 56584, time: 0.292, data: 0.017) G_GAN: 1.624 G_L1: 4.170 D_real: 0.000 D_fake: 0.200 +(epoch: 52, iters: 56684, time: 0.307, data: 0.017) G_GAN: 1.512 G_L1: 4.783 D_real: 0.000 D_fake: 0.897 +(epoch: 52, iters: 56784, time: 0.416, data: 0.018) G_GAN: 1.827 G_L1: 5.080 D_real: 0.000 D_fake: 0.442 +(epoch: 52, iters: 56884, time: 0.302, data: 0.020) G_GAN: 2.284 G_L1: 9.262 D_real: 0.000 D_fake: 0.795 +(epoch: 52, iters: 56984, time: 0.299, data: 0.019) G_GAN: 2.648 G_L1: 5.379 D_real: 0.000 D_fake: 0.402 +(epoch: 52, iters: 57084, time: 0.297, data: 0.019) G_GAN: 2.184 G_L1: 9.203 D_real: 0.000 D_fake: 0.302 +(epoch: 52, iters: 57184, time: 0.593, data: 0.018) G_GAN: 2.514 G_L1: 4.361 D_real: 0.000 D_fake: 0.428 +(epoch: 52, iters: 57284, time: 0.302, data: 0.019) G_GAN: 4.271 G_L1: 9.347 D_real: 0.000 D_fake: 0.143 +(epoch: 52, iters: 57384, time: 0.305, data: 0.018) G_GAN: 1.893 G_L1: 8.187 D_real: 0.001 D_fake: 0.378 +(epoch: 52, iters: 57484, time: 0.300, data: 0.019) G_GAN: 1.654 G_L1: 4.573 D_real: 0.000 D_fake: 0.456 +(epoch: 52, iters: 57584, time: 0.406, data: 0.019) G_GAN: 2.315 G_L1: 6.965 D_real: 0.000 D_fake: 0.168 +(epoch: 52, iters: 57684, time: 0.300, data: 0.015) G_GAN: 1.617 G_L1: 6.626 D_real: 0.000 D_fake: 0.706 +(epoch: 52, iters: 57784, time: 0.305, data: 0.023) G_GAN: 1.866 G_L1: 6.267 D_real: 0.000 D_fake: 0.545 +(epoch: 52, iters: 57884, time: 0.297, data: 0.020) G_GAN: 2.396 G_L1: 4.167 D_real: 0.001 D_fake: 0.370 +(epoch: 52, iters: 57984, time: 0.420, data: 0.018) G_GAN: 2.602 G_L1: 3.747 D_real: 0.000 D_fake: 0.216 +(epoch: 52, iters: 58084, time: 0.299, data: 0.020) G_GAN: 2.177 G_L1: 4.096 D_real: 0.000 D_fake: 0.495 +(epoch: 52, iters: 58184, time: 0.303, data: 0.020) G_GAN: 1.869 G_L1: 3.891 D_real: 0.000 D_fake: 0.393 +(epoch: 52, iters: 58284, time: 0.306, data: 0.021) G_GAN: 1.671 G_L1: 4.865 D_real: 0.000 D_fake: 0.588 +(epoch: 52, iters: 58384, time: 0.411, data: 0.019) G_GAN: 1.362 G_L1: 4.801 D_real: 0.000 D_fake: 0.999 +(epoch: 52, iters: 58484, time: 0.305, data: 0.018) G_GAN: 1.059 G_L1: 3.821 D_real: 0.005 D_fake: 0.538 +(epoch: 52, iters: 58584, time: 0.296, data: 0.020) G_GAN: 2.011 G_L1: 3.829 D_real: 0.000 D_fake: 0.261 +(epoch: 52, iters: 58684, time: 0.301, data: 0.019) G_GAN: 1.906 G_L1: 6.489 D_real: 0.000 D_fake: 0.579 +(epoch: 52, iters: 58784, time: 0.416, data: 0.018) G_GAN: 2.453 G_L1: 7.367 D_real: 0.017 D_fake: 0.219 +(epoch: 52, iters: 58884, time: 0.304, data: 0.020) G_GAN: 1.672 G_L1: 4.318 D_real: 0.000 D_fake: 0.749 +(epoch: 52, iters: 58984, time: 0.296, data: 0.019) G_GAN: 1.853 G_L1: 4.373 D_real: 0.006 D_fake: 0.472 +(epoch: 52, iters: 59084, time: 0.302, data: 0.018) G_GAN: 1.834 G_L1: 5.479 D_real: 0.074 D_fake: 0.401 +(epoch: 52, iters: 59184, time: 0.588, data: 0.019) G_GAN: 1.949 G_L1: 4.355 D_real: 0.000 D_fake: 0.488 +(epoch: 52, iters: 59284, time: 0.302, data: 0.019) G_GAN: 2.514 G_L1: 7.623 D_real: 0.001 D_fake: 0.723 +(epoch: 52, iters: 59384, time: 0.301, data: 0.018) G_GAN: 2.197 G_L1: 4.850 D_real: 0.003 D_fake: 0.273 +(epoch: 52, iters: 59484, time: 0.300, data: 0.018) G_GAN: 0.979 G_L1: 3.648 D_real: 0.001 D_fake: 0.849 +(epoch: 52, iters: 59584, time: 0.425, data: 0.019) G_GAN: 2.010 G_L1: 7.197 D_real: 0.000 D_fake: 0.458 +(epoch: 52, iters: 59684, time: 0.296, data: 0.017) G_GAN: 2.113 G_L1: 5.002 D_real: 0.000 D_fake: 0.446 +(epoch: 52, iters: 59784, time: 0.303, data: 0.018) G_GAN: 2.346 G_L1: 4.002 D_real: 0.007 D_fake: 0.157 +(epoch: 52, iters: 59884, time: 0.305, data: 0.021) G_GAN: 1.841 G_L1: 5.538 D_real: 0.010 D_fake: 0.997 +(epoch: 52, iters: 59984, time: 0.421, data: 0.021) G_GAN: 1.658 G_L1: 4.301 D_real: 0.000 D_fake: 0.289 +(epoch: 53, iters: 68, time: 0.304, data: 0.019) G_GAN: 2.278 G_L1: 4.866 D_real: 0.000 D_fake: 0.327 +(epoch: 53, iters: 168, time: 0.302, data: 0.022) G_GAN: 1.690 G_L1: 3.276 D_real: 0.000 D_fake: 0.258 +(epoch: 53, iters: 268, time: 0.303, data: 0.020) G_GAN: 2.353 G_L1: 4.947 D_real: 0.000 D_fake: 1.053 +(epoch: 53, iters: 368, time: 0.602, data: 0.021) G_GAN: 0.894 G_L1: 3.969 D_real: 0.000 D_fake: 0.694 +(epoch: 53, iters: 468, time: 0.299, data: 0.020) G_GAN: 1.057 G_L1: 3.912 D_real: 0.000 D_fake: 0.645 +(epoch: 53, iters: 568, time: 0.303, data: 0.020) G_GAN: 1.422 G_L1: 4.365 D_real: 0.000 D_fake: 0.522 +(epoch: 53, iters: 668, time: 0.297, data: 0.020) G_GAN: 1.769 G_L1: 5.554 D_real: 0.001 D_fake: 0.435 +(epoch: 53, iters: 768, time: 0.414, data: 0.018) G_GAN: 1.812 G_L1: 4.143 D_real: 0.000 D_fake: 0.241 +(epoch: 53, iters: 868, time: 0.297, data: 0.019) G_GAN: 1.242 G_L1: 4.646 D_real: 0.000 D_fake: 1.111 +(epoch: 53, iters: 968, time: 0.305, data: 0.019) G_GAN: 1.871 G_L1: 5.646 D_real: 0.006 D_fake: 0.754 +(epoch: 53, iters: 1068, time: 0.302, data: 0.022) G_GAN: 1.545 G_L1: 4.206 D_real: 0.001 D_fake: 0.364 +(epoch: 53, iters: 1168, time: 0.540, data: 0.021) G_GAN: 1.506 G_L1: 4.948 D_real: 0.004 D_fake: 0.262 +(epoch: 53, iters: 1268, time: 0.304, data: 0.020) G_GAN: 1.503 G_L1: 6.092 D_real: 0.009 D_fake: 0.402 +(epoch: 53, iters: 1368, time: 0.301, data: 0.020) G_GAN: 2.300 G_L1: 4.923 D_real: 0.072 D_fake: 0.345 +(epoch: 53, iters: 1468, time: 0.295, data: 0.018) G_GAN: 2.163 G_L1: 3.343 D_real: 0.003 D_fake: 0.335 +(epoch: 53, iters: 1568, time: 0.411, data: 0.019) G_GAN: 2.114 G_L1: 6.037 D_real: 0.000 D_fake: 0.507 +(epoch: 53, iters: 1668, time: 0.303, data: 0.022) G_GAN: 1.532 G_L1: 3.756 D_real: 0.000 D_fake: 0.412 +(epoch: 53, iters: 1768, time: 0.302, data: 0.019) G_GAN: 1.605 G_L1: 4.762 D_real: 0.006 D_fake: 0.406 +(epoch: 53, iters: 1868, time: 0.304, data: 0.020) G_GAN: 1.368 G_L1: 6.241 D_real: 0.196 D_fake: 0.615 +(epoch: 53, iters: 1968, time: 0.413, data: 0.022) G_GAN: 1.895 G_L1: 3.456 D_real: 0.067 D_fake: 0.303 +(epoch: 53, iters: 2068, time: 0.307, data: 0.019) G_GAN: 2.126 G_L1: 5.203 D_real: 0.005 D_fake: 0.260 +(epoch: 53, iters: 2168, time: 0.305, data: 0.020) G_GAN: 2.337 G_L1: 5.892 D_real: 0.087 D_fake: 0.655 +(epoch: 53, iters: 2268, time: 0.304, data: 0.020) G_GAN: 1.900 G_L1: 4.248 D_real: 0.000 D_fake: 0.754 +(epoch: 53, iters: 2368, time: 0.420, data: 0.020) G_GAN: 2.655 G_L1: 4.742 D_real: 0.001 D_fake: 0.180 +(epoch: 53, iters: 2468, time: 0.308, data: 0.020) G_GAN: 2.079 G_L1: 4.589 D_real: 0.000 D_fake: 0.624 +(epoch: 53, iters: 2568, time: 0.301, data: 0.020) G_GAN: 1.759 G_L1: 3.933 D_real: 0.000 D_fake: 0.330 +(epoch: 53, iters: 2668, time: 0.312, data: 0.020) G_GAN: 2.648 G_L1: 5.141 D_real: 0.068 D_fake: 0.506 +(epoch: 53, iters: 2768, time: 0.423, data: 0.020) G_GAN: 2.508 G_L1: 4.789 D_real: 0.031 D_fake: 0.241 +(epoch: 53, iters: 2868, time: 0.303, data: 0.021) G_GAN: 1.105 G_L1: 4.469 D_real: 0.041 D_fake: 0.770 +(epoch: 53, iters: 2968, time: 0.302, data: 0.020) G_GAN: 3.620 G_L1: 12.622 D_real: 0.002 D_fake: 0.126 +(epoch: 53, iters: 3068, time: 0.296, data: 0.019) G_GAN: 2.465 G_L1: 8.029 D_real: 0.000 D_fake: 0.342 +(epoch: 53, iters: 3168, time: 0.588, data: 0.019) G_GAN: 2.622 G_L1: 5.528 D_real: 0.002 D_fake: 0.290 +(epoch: 53, iters: 3268, time: 0.295, data: 0.025) G_GAN: 1.815 G_L1: 5.443 D_real: 0.000 D_fake: 0.551 +(epoch: 53, iters: 3368, time: 0.301, data: 0.020) G_GAN: 3.325 G_L1: 3.365 D_real: 0.032 D_fake: 0.989 +(epoch: 53, iters: 3468, time: 0.294, data: 0.024) G_GAN: 3.144 G_L1: 5.650 D_real: 0.001 D_fake: 0.126 +(epoch: 53, iters: 3568, time: 0.390, data: 0.019) G_GAN: 2.603 G_L1: 4.185 D_real: 0.015 D_fake: 0.110 +(epoch: 53, iters: 3668, time: 0.302, data: 0.020) G_GAN: 2.998 G_L1: 4.106 D_real: 0.000 D_fake: 0.252 +(epoch: 53, iters: 3768, time: 0.307, data: 0.022) G_GAN: 3.470 G_L1: 9.112 D_real: 0.012 D_fake: 0.249 +(epoch: 53, iters: 3868, time: 0.304, data: 0.021) G_GAN: 2.543 G_L1: 3.312 D_real: 0.008 D_fake: 0.293 +(epoch: 53, iters: 3968, time: 0.385, data: 0.019) G_GAN: 7.255 G_L1: 5.426 D_real: 0.041 D_fake: 0.006 +(epoch: 53, iters: 4068, time: 0.302, data: 0.019) G_GAN: 3.478 G_L1: 3.781 D_real: 0.052 D_fake: 0.121 +(epoch: 53, iters: 4168, time: 0.300, data: 0.019) G_GAN: 3.565 G_L1: 3.622 D_real: 0.372 D_fake: 0.258 +(epoch: 53, iters: 4268, time: 0.305, data: 0.020) G_GAN: 2.190 G_L1: 3.219 D_real: 0.002 D_fake: 0.384 +(epoch: 53, iters: 4368, time: 0.418, data: 0.020) G_GAN: 3.902 G_L1: 4.513 D_real: 0.036 D_fake: 0.061 +(epoch: 53, iters: 4468, time: 0.298, data: 0.019) G_GAN: 3.958 G_L1: 8.732 D_real: 0.003 D_fake: 0.201 +(epoch: 53, iters: 4568, time: 0.298, data: 0.020) G_GAN: 2.787 G_L1: 5.508 D_real: 0.000 D_fake: 0.161 +(epoch: 53, iters: 4668, time: 0.306, data: 0.020) G_GAN: 3.368 G_L1: 3.961 D_real: 0.012 D_fake: 0.101 +(epoch: 53, iters: 4768, time: 0.425, data: 0.020) G_GAN: 2.098 G_L1: 5.136 D_real: 0.000 D_fake: 0.581 +(epoch: 53, iters: 4868, time: 0.305, data: 0.019) G_GAN: 3.092 G_L1: 3.860 D_real: 0.001 D_fake: 0.097 +(epoch: 53, iters: 4968, time: 0.296, data: 0.021) G_GAN: 4.804 G_L1: 4.641 D_real: 0.002 D_fake: 0.360 +(epoch: 53, iters: 5068, time: 0.293, data: 0.019) G_GAN: 3.700 G_L1: 4.760 D_real: 0.000 D_fake: 0.076 +(epoch: 53, iters: 5168, time: 0.585, data: 0.025) G_GAN: 3.180 G_L1: 5.563 D_real: 0.000 D_fake: 0.093 +(epoch: 53, iters: 5268, time: 0.294, data: 0.019) G_GAN: 3.437 G_L1: 6.032 D_real: 0.000 D_fake: 0.300 +(epoch: 53, iters: 5368, time: 0.302, data: 0.019) G_GAN: 2.558 G_L1: 3.330 D_real: 0.000 D_fake: 0.253 +(epoch: 53, iters: 5468, time: 0.301, data: 0.019) G_GAN: 2.378 G_L1: 4.632 D_real: 0.000 D_fake: 0.198 +(epoch: 53, iters: 5568, time: 0.415, data: 0.018) G_GAN: 3.176 G_L1: 4.859 D_real: 0.000 D_fake: 0.306 +(epoch: 53, iters: 5668, time: 0.284, data: 0.019) G_GAN: 3.114 G_L1: 4.004 D_real: 0.001 D_fake: 0.332 +(epoch: 53, iters: 5768, time: 0.302, data: 0.019) G_GAN: 1.795 G_L1: 4.463 D_real: 0.000 D_fake: 0.524 +(epoch: 53, iters: 5868, time: 0.298, data: 0.019) G_GAN: 3.377 G_L1: 4.425 D_real: 0.000 D_fake: 0.489 +(epoch: 53, iters: 5968, time: 0.405, data: 0.018) G_GAN: 2.516 G_L1: 5.509 D_real: 0.000 D_fake: 0.484 +(epoch: 53, iters: 6068, time: 0.299, data: 0.020) G_GAN: 3.635 G_L1: 5.300 D_real: 0.000 D_fake: 0.305 +(epoch: 53, iters: 6168, time: 0.305, data: 0.018) G_GAN: 3.684 G_L1: 6.400 D_real: 0.000 D_fake: 0.131 +(epoch: 53, iters: 6268, time: 0.301, data: 0.019) G_GAN: 2.603 G_L1: 4.793 D_real: 0.000 D_fake: 0.385 +(epoch: 53, iters: 6368, time: 0.416, data: 0.020) G_GAN: 2.582 G_L1: 3.481 D_real: 0.000 D_fake: 0.140 +(epoch: 53, iters: 6468, time: 0.292, data: 0.020) G_GAN: 3.255 G_L1: 4.306 D_real: 0.000 D_fake: 0.281 +(epoch: 53, iters: 6568, time: 0.297, data: 0.017) G_GAN: 3.462 G_L1: 5.403 D_real: 0.000 D_fake: 0.145 +(epoch: 53, iters: 6668, time: 0.299, data: 0.018) G_GAN: 1.647 G_L1: 5.067 D_real: 0.000 D_fake: 0.445 +(epoch: 53, iters: 6768, time: 0.403, data: 0.019) G_GAN: 4.831 G_L1: 6.366 D_real: 0.215 D_fake: 0.073 +(epoch: 53, iters: 6868, time: 0.303, data: 0.017) G_GAN: 2.793 G_L1: 4.017 D_real: 0.000 D_fake: 0.237 +(epoch: 53, iters: 6968, time: 0.306, data: 0.021) G_GAN: 1.969 G_L1: 9.524 D_real: 0.006 D_fake: 0.250 +(epoch: 53, iters: 7068, time: 0.303, data: 0.017) G_GAN: 2.815 G_L1: 12.085 D_real: 0.002 D_fake: 0.173 +(epoch: 53, iters: 7168, time: 0.590, data: 0.021) G_GAN: 2.197 G_L1: 4.330 D_real: 0.001 D_fake: 0.192 +(epoch: 53, iters: 7268, time: 0.288, data: 0.019) G_GAN: 3.723 G_L1: 7.848 D_real: 0.006 D_fake: 0.112 +(epoch: 53, iters: 7368, time: 0.299, data: 0.019) G_GAN: 2.692 G_L1: 5.156 D_real: 0.000 D_fake: 0.212 +(epoch: 53, iters: 7468, time: 0.294, data: 0.024) G_GAN: 3.142 G_L1: 5.307 D_real: 0.010 D_fake: 0.315 +(epoch: 53, iters: 7568, time: 0.419, data: 0.018) G_GAN: 3.027 G_L1: 6.267 D_real: 0.009 D_fake: 0.110 +(epoch: 53, iters: 7668, time: 0.303, data: 0.019) G_GAN: 3.242 G_L1: 4.783 D_real: 0.000 D_fake: 0.249 +(epoch: 53, iters: 7768, time: 0.302, data: 0.017) G_GAN: 2.858 G_L1: 4.000 D_real: 0.001 D_fake: 0.138 +(epoch: 53, iters: 7868, time: 0.305, data: 0.019) G_GAN: 2.758 G_L1: 7.754 D_real: 0.005 D_fake: 0.195 +(epoch: 53, iters: 7968, time: 0.416, data: 0.019) G_GAN: 2.752 G_L1: 4.763 D_real: 0.026 D_fake: 0.118 +(epoch: 53, iters: 8068, time: 0.292, data: 0.017) G_GAN: 3.180 G_L1: 5.968 D_real: 0.000 D_fake: 0.476 +(epoch: 53, iters: 8168, time: 0.303, data: 0.018) G_GAN: 2.621 G_L1: 4.764 D_real: 0.001 D_fake: 0.636 +(epoch: 53, iters: 8268, time: 0.302, data: 0.019) G_GAN: 2.636 G_L1: 4.791 D_real: 0.032 D_fake: 0.241 +(epoch: 53, iters: 8368, time: 0.419, data: 0.018) G_GAN: 3.386 G_L1: 5.425 D_real: 0.011 D_fake: 0.109 +(epoch: 53, iters: 8468, time: 0.295, data: 0.018) G_GAN: 1.960 G_L1: 4.236 D_real: 0.001 D_fake: 0.298 +(epoch: 53, iters: 8568, time: 0.296, data: 0.019) G_GAN: 2.485 G_L1: 3.991 D_real: 0.005 D_fake: 0.067 +(epoch: 53, iters: 8668, time: 0.302, data: 0.017) G_GAN: 2.470 G_L1: 5.436 D_real: 0.003 D_fake: 0.407 +(epoch: 53, iters: 8768, time: 0.421, data: 0.018) G_GAN: 2.536 G_L1: 5.154 D_real: 0.064 D_fake: 0.405 +(epoch: 53, iters: 8868, time: 0.305, data: 0.017) G_GAN: 1.874 G_L1: 4.358 D_real: 0.001 D_fake: 0.353 +(epoch: 53, iters: 8968, time: 0.302, data: 0.020) G_GAN: 2.710 G_L1: 5.824 D_real: 0.116 D_fake: 0.089 +(epoch: 53, iters: 9068, time: 0.295, data: 0.018) G_GAN: 3.853 G_L1: 8.478 D_real: 0.001 D_fake: 0.106 +(epoch: 53, iters: 9168, time: 0.619, data: 0.019) G_GAN: 2.658 G_L1: 5.007 D_real: 0.003 D_fake: 0.244 +(epoch: 53, iters: 9268, time: 0.300, data: 0.019) G_GAN: 2.689 G_L1: 4.447 D_real: 0.002 D_fake: 0.184 +(epoch: 53, iters: 9368, time: 0.307, data: 0.019) G_GAN: 2.157 G_L1: 4.188 D_real: 0.032 D_fake: 0.754 +(epoch: 53, iters: 9468, time: 0.307, data: 0.017) G_GAN: 2.965 G_L1: 4.094 D_real: 0.087 D_fake: 0.126 +(epoch: 53, iters: 9568, time: 0.424, data: 0.019) G_GAN: 2.386 G_L1: 6.072 D_real: 0.086 D_fake: 0.244 +(epoch: 53, iters: 9668, time: 0.300, data: 0.019) G_GAN: 2.029 G_L1: 5.322 D_real: 0.000 D_fake: 0.406 +(epoch: 53, iters: 9768, time: 0.300, data: 0.018) G_GAN: 1.843 G_L1: 3.990 D_real: 0.000 D_fake: 0.437 +(epoch: 53, iters: 9868, time: 0.291, data: 0.018) G_GAN: 1.872 G_L1: 4.154 D_real: 0.001 D_fake: 0.227 +(epoch: 53, iters: 9968, time: 0.419, data: 0.016) G_GAN: 3.081 G_L1: 4.284 D_real: 0.001 D_fake: 0.152 +(epoch: 53, iters: 10068, time: 0.293, data: 0.018) G_GAN: 2.578 G_L1: 5.189 D_real: 0.000 D_fake: 0.215 +(epoch: 53, iters: 10168, time: 0.295, data: 0.018) G_GAN: 1.964 G_L1: 4.962 D_real: 0.002 D_fake: 0.289 +(epoch: 53, iters: 10268, time: 0.291, data: 0.018) G_GAN: 2.464 G_L1: 5.590 D_real: 0.006 D_fake: 0.199 +(epoch: 53, iters: 10368, time: 0.407, data: 0.018) G_GAN: 1.589 G_L1: 5.841 D_real: 0.001 D_fake: 1.151 +(epoch: 53, iters: 10468, time: 0.292, data: 0.016) G_GAN: 2.763 G_L1: 5.222 D_real: 0.001 D_fake: 0.780 +(epoch: 53, iters: 10568, time: 0.305, data: 0.019) G_GAN: 2.286 G_L1: 4.858 D_real: 0.052 D_fake: 0.806 +(epoch: 53, iters: 10668, time: 0.302, data: 0.018) G_GAN: 2.805 G_L1: 4.911 D_real: 0.000 D_fake: 0.427 +(epoch: 53, iters: 10768, time: 0.393, data: 0.020) G_GAN: 2.278 G_L1: 4.487 D_real: 0.002 D_fake: 0.225 +(epoch: 53, iters: 10868, time: 0.307, data: 0.017) G_GAN: 4.080 G_L1: 9.895 D_real: 0.004 D_fake: 0.127 +(epoch: 53, iters: 10968, time: 0.303, data: 0.019) G_GAN: 3.459 G_L1: 5.059 D_real: 0.000 D_fake: 0.119 +(epoch: 53, iters: 11068, time: 0.294, data: 0.019) G_GAN: 4.939 G_L1: 4.444 D_real: 0.000 D_fake: 0.031 +(epoch: 53, iters: 11168, time: 0.577, data: 0.019) G_GAN: 4.651 G_L1: 3.699 D_real: 0.024 D_fake: 0.075 +(epoch: 53, iters: 11268, time: 0.295, data: 0.017) G_GAN: 4.281 G_L1: 3.408 D_real: 0.099 D_fake: 0.063 +(epoch: 53, iters: 11368, time: 0.300, data: 0.019) G_GAN: 3.929 G_L1: 3.647 D_real: 0.063 D_fake: 0.062 +(epoch: 53, iters: 11468, time: 0.293, data: 0.018) G_GAN: 1.863 G_L1: 5.131 D_real: 0.002 D_fake: 0.480 +(epoch: 53, iters: 11568, time: 0.411, data: 0.019) G_GAN: 2.495 G_L1: 4.672 D_real: 0.014 D_fake: 0.254 +(epoch: 53, iters: 11668, time: 0.298, data: 0.017) G_GAN: 1.332 G_L1: 4.710 D_real: 0.284 D_fake: 0.272 +(epoch: 53, iters: 11768, time: 0.303, data: 0.019) G_GAN: 1.850 G_L1: 3.407 D_real: 0.012 D_fake: 0.437 +(epoch: 53, iters: 11868, time: 0.301, data: 0.018) G_GAN: 1.741 G_L1: 3.928 D_real: 0.001 D_fake: 0.193 +(epoch: 53, iters: 11968, time: 0.420, data: 0.018) G_GAN: 3.774 G_L1: 4.790 D_real: 0.002 D_fake: 0.212 +(epoch: 53, iters: 12068, time: 0.302, data: 0.019) G_GAN: 3.173 G_L1: 5.981 D_real: 0.017 D_fake: 0.264 +(epoch: 53, iters: 12168, time: 0.304, data: 0.019) G_GAN: 4.425 G_L1: 7.417 D_real: 0.001 D_fake: 0.081 +(epoch: 53, iters: 12268, time: 0.303, data: 0.021) G_GAN: 2.962 G_L1: 6.952 D_real: 0.001 D_fake: 0.204 +(epoch: 53, iters: 12368, time: 0.404, data: 0.017) G_GAN: 3.110 G_L1: 4.315 D_real: 0.000 D_fake: 0.172 +(epoch: 53, iters: 12468, time: 0.309, data: 0.017) G_GAN: 4.913 G_L1: 6.627 D_real: 0.003 D_fake: 0.354 +(epoch: 53, iters: 12568, time: 0.298, data: 0.020) G_GAN: 5.487 G_L1: 7.800 D_real: 0.006 D_fake: 0.106 +(epoch: 53, iters: 12668, time: 0.302, data: 0.017) G_GAN: 2.512 G_L1: 6.094 D_real: 0.002 D_fake: 0.348 +(epoch: 53, iters: 12768, time: 0.423, data: 0.019) G_GAN: 3.241 G_L1: 6.791 D_real: 0.000 D_fake: 0.186 +(epoch: 53, iters: 12868, time: 0.292, data: 0.017) G_GAN: 3.139 G_L1: 6.155 D_real: 0.001 D_fake: 0.239 +(epoch: 53, iters: 12968, time: 0.290, data: 0.019) G_GAN: 2.610 G_L1: 5.030 D_real: 0.000 D_fake: 0.137 +(epoch: 53, iters: 13068, time: 0.295, data: 0.018) G_GAN: 4.971 G_L1: 7.284 D_real: 0.231 D_fake: 0.663 +(epoch: 53, iters: 13168, time: 0.551, data: 0.018) G_GAN: 3.114 G_L1: 4.649 D_real: 0.257 D_fake: 0.237 +(epoch: 53, iters: 13268, time: 0.303, data: 0.023) G_GAN: 5.355 G_L1: 4.626 D_real: 0.007 D_fake: 0.054 +(epoch: 53, iters: 13368, time: 0.292, data: 0.019) G_GAN: 4.735 G_L1: 3.459 D_real: 0.012 D_fake: 0.059 +(epoch: 53, iters: 13468, time: 0.300, data: 0.016) G_GAN: 2.958 G_L1: 7.348 D_real: 0.009 D_fake: 0.197 +(epoch: 53, iters: 13568, time: 0.414, data: 0.019) G_GAN: 4.125 G_L1: 5.421 D_real: 0.094 D_fake: 0.460 +(epoch: 53, iters: 13668, time: 0.301, data: 0.024) G_GAN: 3.868 G_L1: 4.957 D_real: 0.026 D_fake: 0.076 +(epoch: 53, iters: 13768, time: 0.302, data: 0.018) G_GAN: 3.148 G_L1: 4.576 D_real: 0.025 D_fake: 0.053 +(epoch: 53, iters: 13868, time: 0.297, data: 0.018) G_GAN: 2.869 G_L1: 4.563 D_real: 0.004 D_fake: 0.229 +(epoch: 53, iters: 13968, time: 0.410, data: 0.018) G_GAN: 2.390 G_L1: 4.064 D_real: 0.005 D_fake: 0.340 +(epoch: 53, iters: 14068, time: 0.301, data: 0.018) G_GAN: 3.447 G_L1: 5.165 D_real: 0.001 D_fake: 0.319 +(epoch: 53, iters: 14168, time: 0.293, data: 0.019) G_GAN: 4.314 G_L1: 8.729 D_real: 0.007 D_fake: 0.280 +(epoch: 53, iters: 14268, time: 0.302, data: 0.018) G_GAN: 4.529 G_L1: 4.050 D_real: 0.584 D_fake: 0.014 +(epoch: 53, iters: 14368, time: 0.422, data: 0.018) G_GAN: 4.382 G_L1: 4.785 D_real: 0.004 D_fake: 0.072 +(epoch: 53, iters: 14468, time: 0.295, data: 0.020) G_GAN: 2.593 G_L1: 4.243 D_real: 0.051 D_fake: 0.193 +(epoch: 53, iters: 14568, time: 0.288, data: 0.018) G_GAN: 4.050 G_L1: 7.562 D_real: 0.004 D_fake: 0.089 +(epoch: 53, iters: 14668, time: 0.286, data: 0.017) G_GAN: 3.533 G_L1: 6.041 D_real: 0.104 D_fake: 0.125 +(epoch: 53, iters: 14768, time: 0.427, data: 0.017) G_GAN: 3.581 G_L1: 4.298 D_real: 0.001 D_fake: 0.149 +(epoch: 53, iters: 14868, time: 0.298, data: 0.018) G_GAN: 5.748 G_L1: 6.800 D_real: 0.009 D_fake: 0.034 +(epoch: 53, iters: 14968, time: 0.300, data: 0.018) G_GAN: 2.768 G_L1: 5.086 D_real: 0.000 D_fake: 0.221 +(epoch: 53, iters: 15068, time: 0.295, data: 0.019) G_GAN: 4.040 G_L1: 7.054 D_real: 0.004 D_fake: 0.297 +(epoch: 53, iters: 15168, time: 0.596, data: 0.017) G_GAN: 2.739 G_L1: 6.873 D_real: 0.000 D_fake: 0.322 +(epoch: 53, iters: 15268, time: 0.305, data: 0.019) G_GAN: 4.514 G_L1: 9.065 D_real: 0.000 D_fake: 0.024 +(epoch: 53, iters: 15368, time: 0.302, data: 0.018) G_GAN: 2.651 G_L1: 4.879 D_real: 0.000 D_fake: 0.603 +(epoch: 53, iters: 15468, time: 0.297, data: 0.019) G_GAN: 3.313 G_L1: 4.865 D_real: 0.000 D_fake: 0.275 +(epoch: 53, iters: 15568, time: 0.378, data: 0.018) G_GAN: 3.059 G_L1: 4.597 D_real: 0.000 D_fake: 0.073 +(epoch: 53, iters: 15668, time: 0.304, data: 0.017) G_GAN: 1.937 G_L1: 4.116 D_real: 0.001 D_fake: 0.237 +(epoch: 53, iters: 15768, time: 0.294, data: 0.018) G_GAN: 2.193 G_L1: 4.221 D_real: 0.000 D_fake: 0.237 +(epoch: 53, iters: 15868, time: 0.290, data: 0.024) G_GAN: 3.389 G_L1: 7.184 D_real: 0.000 D_fake: 0.191 +(epoch: 53, iters: 15968, time: 0.421, data: 0.019) G_GAN: 2.196 G_L1: 3.653 D_real: 0.001 D_fake: 0.421 +(epoch: 53, iters: 16068, time: 0.291, data: 0.019) G_GAN: 3.006 G_L1: 5.002 D_real: 0.000 D_fake: 0.373 +(epoch: 53, iters: 16168, time: 0.292, data: 0.017) G_GAN: 2.010 G_L1: 5.454 D_real: 0.000 D_fake: 0.407 +(epoch: 53, iters: 16268, time: 0.301, data: 0.016) G_GAN: 2.396 G_L1: 4.733 D_real: 0.000 D_fake: 0.271 +(epoch: 53, iters: 16368, time: 0.411, data: 0.018) G_GAN: 4.235 G_L1: 5.484 D_real: 0.108 D_fake: 0.064 +(epoch: 53, iters: 16468, time: 0.280, data: 0.018) G_GAN: 2.896 G_L1: 5.183 D_real: 0.263 D_fake: 0.092 +(epoch: 53, iters: 16568, time: 0.299, data: 0.017) G_GAN: 3.802 G_L1: 4.539 D_real: 0.024 D_fake: 0.513 +(epoch: 53, iters: 16668, time: 0.300, data: 0.018) G_GAN: 3.120 G_L1: 3.316 D_real: 0.172 D_fake: 0.079 +(epoch: 53, iters: 16768, time: 0.392, data: 0.018) G_GAN: 2.578 G_L1: 5.180 D_real: 0.001 D_fake: 0.634 +(epoch: 53, iters: 16868, time: 0.300, data: 0.019) G_GAN: 2.465 G_L1: 5.722 D_real: 0.046 D_fake: 0.656 +(epoch: 53, iters: 16968, time: 0.298, data: 0.019) G_GAN: 5.690 G_L1: 4.059 D_real: 0.005 D_fake: 0.016 +(epoch: 53, iters: 17068, time: 0.299, data: 0.017) G_GAN: 2.178 G_L1: 4.866 D_real: 0.039 D_fake: 0.345 +(epoch: 53, iters: 17168, time: 0.593, data: 0.019) G_GAN: 6.430 G_L1: 4.450 D_real: 0.001 D_fake: 0.486 +(epoch: 53, iters: 17268, time: 0.301, data: 0.018) G_GAN: 4.298 G_L1: 5.944 D_real: 0.017 D_fake: 0.097 +(epoch: 53, iters: 17368, time: 0.301, data: 0.018) G_GAN: 4.336 G_L1: 4.658 D_real: 0.000 D_fake: 0.062 +(epoch: 53, iters: 17468, time: 0.291, data: 0.018) G_GAN: 7.442 G_L1: 3.242 D_real: 0.002 D_fake: 0.036 +(epoch: 53, iters: 17568, time: 0.418, data: 0.017) G_GAN: 6.802 G_L1: 9.663 D_real: 0.000 D_fake: 0.022 +(epoch: 53, iters: 17668, time: 0.292, data: 0.019) G_GAN: 5.436 G_L1: 4.268 D_real: 0.019 D_fake: 0.058 +(epoch: 53, iters: 17768, time: 0.293, data: 0.018) G_GAN: 4.272 G_L1: 4.712 D_real: 0.001 D_fake: 0.095 +(epoch: 53, iters: 17868, time: 0.289, data: 0.018) G_GAN: 5.009 G_L1: 6.169 D_real: 0.000 D_fake: 0.615 +(epoch: 53, iters: 17968, time: 0.414, data: 0.016) G_GAN: 4.710 G_L1: 5.082 D_real: 0.000 D_fake: 0.023 +(epoch: 53, iters: 18068, time: 0.300, data: 0.020) G_GAN: 3.629 G_L1: 6.268 D_real: 0.000 D_fake: 0.363 +(epoch: 53, iters: 18168, time: 0.299, data: 0.019) G_GAN: 2.496 G_L1: 4.229 D_real: 0.000 D_fake: 0.288 +(epoch: 53, iters: 18268, time: 0.299, data: 0.019) G_GAN: 6.263 G_L1: 6.815 D_real: 0.004 D_fake: 0.050 +(epoch: 53, iters: 18368, time: 0.413, data: 0.017) G_GAN: 4.552 G_L1: 6.883 D_real: 0.000 D_fake: 0.081 +(epoch: 53, iters: 18468, time: 0.292, data: 0.017) G_GAN: 2.773 G_L1: 3.956 D_real: 0.000 D_fake: 0.252 +(epoch: 53, iters: 18568, time: 0.298, data: 0.018) G_GAN: 4.624 G_L1: 3.665 D_real: 0.003 D_fake: 0.067 +(epoch: 53, iters: 18668, time: 0.300, data: 0.017) G_GAN: 3.558 G_L1: 3.788 D_real: 0.000 D_fake: 0.231 +(epoch: 53, iters: 18768, time: 0.390, data: 0.019) G_GAN: 2.628 G_L1: 3.958 D_real: 0.001 D_fake: 0.216 +(epoch: 53, iters: 18868, time: 0.297, data: 0.018) G_GAN: 4.748 G_L1: 8.303 D_real: 0.001 D_fake: 0.699 +(epoch: 53, iters: 18968, time: 0.296, data: 0.017) G_GAN: 3.017 G_L1: 4.149 D_real: 0.000 D_fake: 0.208 +(epoch: 53, iters: 19068, time: 0.295, data: 0.018) G_GAN: 3.158 G_L1: 4.607 D_real: 0.000 D_fake: 0.218 +(epoch: 53, iters: 19168, time: 0.602, data: 0.017) G_GAN: 5.340 G_L1: 7.610 D_real: 0.001 D_fake: 0.141 +(epoch: 53, iters: 19268, time: 0.303, data: 0.019) G_GAN: 4.379 G_L1: 4.745 D_real: 0.001 D_fake: 0.108 +(epoch: 53, iters: 19368, time: 0.293, data: 0.018) G_GAN: 3.316 G_L1: 4.615 D_real: 0.003 D_fake: 0.158 +(epoch: 53, iters: 19468, time: 0.289, data: 0.017) G_GAN: 3.451 G_L1: 4.567 D_real: 0.001 D_fake: 0.238 +(epoch: 53, iters: 19568, time: 0.423, data: 0.017) G_GAN: 3.063 G_L1: 4.533 D_real: 0.003 D_fake: 0.230 +(epoch: 53, iters: 19668, time: 0.289, data: 0.018) G_GAN: 2.498 G_L1: 4.150 D_real: 0.000 D_fake: 0.236 +(epoch: 53, iters: 19768, time: 0.299, data: 0.017) G_GAN: 2.386 G_L1: 4.764 D_real: 0.000 D_fake: 0.248 +(epoch: 53, iters: 19868, time: 0.295, data: 0.018) G_GAN: 2.380 G_L1: 8.509 D_real: 0.000 D_fake: 0.754 +(epoch: 53, iters: 19968, time: 0.399, data: 0.018) G_GAN: 3.684 G_L1: 4.866 D_real: 0.000 D_fake: 0.127 +(epoch: 53, iters: 20068, time: 0.303, data: 0.016) G_GAN: 3.082 G_L1: 3.800 D_real: 0.006 D_fake: 0.093 +(epoch: 53, iters: 20168, time: 0.292, data: 0.018) G_GAN: 3.648 G_L1: 5.395 D_real: 0.003 D_fake: 0.355 +(epoch: 53, iters: 20268, time: 0.295, data: 0.018) G_GAN: 2.787 G_L1: 5.821 D_real: 0.000 D_fake: 0.583 +(epoch: 53, iters: 20368, time: 0.393, data: 0.017) G_GAN: 3.455 G_L1: 6.008 D_real: 0.000 D_fake: 0.261 +(epoch: 53, iters: 20468, time: 0.294, data: 0.016) G_GAN: 4.978 G_L1: 6.650 D_real: 0.002 D_fake: 0.158 +(epoch: 53, iters: 20568, time: 0.293, data: 0.018) G_GAN: 3.892 G_L1: 6.187 D_real: 0.001 D_fake: 0.064 +(epoch: 53, iters: 20668, time: 0.284, data: 0.017) G_GAN: 1.537 G_L1: 3.996 D_real: 0.000 D_fake: 0.165 +(epoch: 53, iters: 20768, time: 0.393, data: 0.019) G_GAN: 2.057 G_L1: 5.623 D_real: 0.000 D_fake: 0.586 +(epoch: 53, iters: 20868, time: 0.291, data: 0.018) G_GAN: 1.828 G_L1: 4.081 D_real: 0.000 D_fake: 0.339 +(epoch: 53, iters: 20968, time: 0.294, data: 0.017) G_GAN: 1.852 G_L1: 3.858 D_real: 0.000 D_fake: 0.508 +(epoch: 53, iters: 21068, time: 0.296, data: 0.018) G_GAN: 2.756 G_L1: 3.988 D_real: 0.001 D_fake: 0.172 +(epoch: 53, iters: 21168, time: 0.596, data: 0.018) G_GAN: 3.298 G_L1: 5.779 D_real: 0.000 D_fake: 0.249 +(epoch: 53, iters: 21268, time: 0.296, data: 0.018) G_GAN: 2.625 G_L1: 5.791 D_real: 0.001 D_fake: 0.260 +(epoch: 53, iters: 21368, time: 0.293, data: 0.017) G_GAN: 3.086 G_L1: 4.462 D_real: 0.003 D_fake: 1.316 +(epoch: 53, iters: 21468, time: 0.300, data: 0.018) G_GAN: 2.839 G_L1: 5.449 D_real: 0.000 D_fake: 0.263 +(epoch: 53, iters: 21568, time: 0.390, data: 0.017) G_GAN: 1.747 G_L1: 6.177 D_real: 0.001 D_fake: 0.175 +(epoch: 53, iters: 21668, time: 0.303, data: 0.018) G_GAN: 2.854 G_L1: 4.000 D_real: 0.000 D_fake: 1.001 +(epoch: 53, iters: 21768, time: 0.301, data: 0.018) G_GAN: 1.614 G_L1: 5.559 D_real: 0.000 D_fake: 0.635 +(epoch: 53, iters: 21868, time: 0.300, data: 0.017) G_GAN: 1.719 G_L1: 3.609 D_real: 0.000 D_fake: 0.488 +(epoch: 53, iters: 21968, time: 0.388, data: 0.018) G_GAN: 2.924 G_L1: 4.701 D_real: 0.000 D_fake: 0.147 +(epoch: 53, iters: 22068, time: 0.283, data: 0.019) G_GAN: 2.197 G_L1: 3.610 D_real: 0.000 D_fake: 0.375 +(epoch: 53, iters: 22168, time: 0.291, data: 0.016) G_GAN: 2.073 G_L1: 5.447 D_real: 0.001 D_fake: 0.612 +(epoch: 53, iters: 22268, time: 0.295, data: 0.020) G_GAN: 2.706 G_L1: 3.710 D_real: 0.000 D_fake: 0.209 +(epoch: 53, iters: 22368, time: 0.413, data: 0.018) G_GAN: 1.653 G_L1: 3.905 D_real: 0.000 D_fake: 0.227 +(epoch: 53, iters: 22468, time: 0.306, data: 0.017) G_GAN: 1.588 G_L1: 4.363 D_real: 0.000 D_fake: 0.500 +(epoch: 53, iters: 22568, time: 0.299, data: 0.018) G_GAN: 1.944 G_L1: 5.661 D_real: 0.000 D_fake: 0.658 +(epoch: 53, iters: 22668, time: 0.304, data: 0.018) G_GAN: 2.460 G_L1: 3.226 D_real: 0.000 D_fake: 0.319 +(epoch: 53, iters: 22768, time: 0.415, data: 0.020) G_GAN: 2.529 G_L1: 3.153 D_real: 0.002 D_fake: 0.225 +(epoch: 53, iters: 22868, time: 0.300, data: 0.017) G_GAN: 1.352 G_L1: 3.972 D_real: 0.000 D_fake: 0.577 +(epoch: 53, iters: 22968, time: 0.301, data: 0.019) G_GAN: 2.066 G_L1: 4.077 D_real: 0.000 D_fake: 0.367 +(epoch: 53, iters: 23068, time: 0.306, data: 0.018) G_GAN: 1.609 G_L1: 4.626 D_real: 0.000 D_fake: 0.287 +(epoch: 53, iters: 23168, time: 0.583, data: 0.019) G_GAN: 2.478 G_L1: 7.171 D_real: 0.001 D_fake: 0.296 +(epoch: 53, iters: 23268, time: 0.301, data: 0.018) G_GAN: 1.401 G_L1: 4.371 D_real: 0.000 D_fake: 0.856 +(epoch: 53, iters: 23368, time: 0.304, data: 0.019) G_GAN: 3.086 G_L1: 5.414 D_real: 0.000 D_fake: 0.333 +(epoch: 53, iters: 23468, time: 0.297, data: 0.019) G_GAN: 1.766 G_L1: 4.140 D_real: 0.000 D_fake: 0.562 +(epoch: 53, iters: 23568, time: 0.411, data: 0.017) G_GAN: 1.116 G_L1: 4.603 D_real: 0.000 D_fake: 0.556 +(epoch: 53, iters: 23668, time: 0.299, data: 0.018) G_GAN: 1.589 G_L1: 5.027 D_real: 0.012 D_fake: 0.304 +(epoch: 53, iters: 23768, time: 0.294, data: 0.019) G_GAN: 1.774 G_L1: 4.351 D_real: 0.009 D_fake: 0.573 +(epoch: 53, iters: 23868, time: 0.304, data: 0.019) G_GAN: 1.327 G_L1: 4.237 D_real: 0.001 D_fake: 0.623 +(epoch: 53, iters: 23968, time: 0.390, data: 0.017) G_GAN: 1.998 G_L1: 4.973 D_real: 0.002 D_fake: 1.016 +(epoch: 53, iters: 24068, time: 0.296, data: 0.019) G_GAN: 2.498 G_L1: 6.339 D_real: 0.001 D_fake: 0.265 +(epoch: 53, iters: 24168, time: 0.290, data: 0.017) G_GAN: 5.779 G_L1: 4.099 D_real: 0.152 D_fake: 0.010 +(epoch: 53, iters: 24268, time: 0.298, data: 0.018) G_GAN: 3.585 G_L1: 3.941 D_real: 0.006 D_fake: 0.162 +(epoch: 53, iters: 24368, time: 0.414, data: 0.019) G_GAN: 1.612 G_L1: 3.677 D_real: 0.013 D_fake: 0.467 +(epoch: 53, iters: 24468, time: 0.302, data: 0.019) G_GAN: 2.847 G_L1: 4.819 D_real: 0.000 D_fake: 0.145 +(epoch: 53, iters: 24568, time: 0.283, data: 0.020) G_GAN: 2.798 G_L1: 5.560 D_real: 0.001 D_fake: 0.205 +(epoch: 53, iters: 24668, time: 0.286, data: 0.017) G_GAN: 3.875 G_L1: 4.695 D_real: 0.000 D_fake: 0.091 +(epoch: 53, iters: 24768, time: 0.426, data: 0.017) G_GAN: 2.974 G_L1: 4.564 D_real: 0.002 D_fake: 0.120 +(epoch: 53, iters: 24868, time: 0.300, data: 0.018) G_GAN: 3.000 G_L1: 3.781 D_real: 0.015 D_fake: 0.193 +(epoch: 53, iters: 24968, time: 0.287, data: 0.019) G_GAN: 2.692 G_L1: 4.978 D_real: 0.001 D_fake: 0.356 +(epoch: 53, iters: 25068, time: 0.296, data: 0.018) G_GAN: 2.495 G_L1: 4.337 D_real: 0.015 D_fake: 0.478 +(epoch: 53, iters: 25168, time: 0.606, data: 0.018) G_GAN: 2.882 G_L1: 4.319 D_real: 0.005 D_fake: 0.164 +(epoch: 53, iters: 25268, time: 0.299, data: 0.018) G_GAN: 3.240 G_L1: 4.332 D_real: 0.182 D_fake: 0.069 +(epoch: 53, iters: 25368, time: 0.298, data: 0.019) G_GAN: 4.488 G_L1: 5.090 D_real: 0.144 D_fake: 0.039 +(epoch: 53, iters: 25468, time: 0.304, data: 0.018) G_GAN: 5.855 G_L1: 4.885 D_real: 0.386 D_fake: 0.044 +(epoch: 53, iters: 25568, time: 0.415, data: 0.019) G_GAN: 2.895 G_L1: 4.894 D_real: 0.041 D_fake: 0.108 +(epoch: 53, iters: 25668, time: 0.307, data: 0.019) G_GAN: 2.740 G_L1: 4.444 D_real: 0.001 D_fake: 0.173 +(epoch: 53, iters: 25768, time: 0.289, data: 0.019) G_GAN: 3.009 G_L1: 5.126 D_real: 0.001 D_fake: 0.107 +(epoch: 53, iters: 25868, time: 0.293, data: 0.019) G_GAN: 3.064 G_L1: 3.891 D_real: 0.007 D_fake: 0.245 +(epoch: 53, iters: 25968, time: 0.422, data: 0.019) G_GAN: 3.862 G_L1: 5.592 D_real: 0.002 D_fake: 0.059 +(epoch: 53, iters: 26068, time: 0.303, data: 0.018) G_GAN: 3.453 G_L1: 4.203 D_real: 0.000 D_fake: 0.141 +(epoch: 53, iters: 26168, time: 0.290, data: 0.023) G_GAN: 2.282 G_L1: 4.179 D_real: 0.003 D_fake: 0.781 +(epoch: 53, iters: 26268, time: 0.309, data: 0.017) G_GAN: 3.246 G_L1: 9.702 D_real: 0.000 D_fake: 0.334 +(epoch: 53, iters: 26368, time: 0.437, data: 0.022) G_GAN: 2.640 G_L1: 7.726 D_real: 0.001 D_fake: 0.216 +(epoch: 53, iters: 26468, time: 0.289, data: 0.020) G_GAN: 3.053 G_L1: 4.855 D_real: 0.000 D_fake: 0.139 +(epoch: 53, iters: 26568, time: 0.296, data: 0.018) G_GAN: 2.218 G_L1: 4.224 D_real: 0.000 D_fake: 0.467 +(epoch: 53, iters: 26668, time: 0.292, data: 0.019) G_GAN: 5.272 G_L1: 12.891 D_real: 0.000 D_fake: 0.030 +(epoch: 53, iters: 26768, time: 0.402, data: 0.019) G_GAN: 2.928 G_L1: 7.420 D_real: 0.000 D_fake: 0.379 +(epoch: 53, iters: 26868, time: 0.286, data: 0.019) G_GAN: 2.268 G_L1: 4.959 D_real: 0.000 D_fake: 0.186 +(epoch: 53, iters: 26968, time: 0.301, data: 0.018) G_GAN: 2.577 G_L1: 5.094 D_real: 0.000 D_fake: 0.178 +(epoch: 53, iters: 27068, time: 0.287, data: 0.019) G_GAN: 1.855 G_L1: 3.826 D_real: 0.000 D_fake: 0.740 +(epoch: 53, iters: 27168, time: 0.591, data: 0.018) G_GAN: 3.519 G_L1: 7.566 D_real: 0.002 D_fake: 0.062 +(epoch: 53, iters: 27268, time: 0.294, data: 0.019) G_GAN: 1.800 G_L1: 3.733 D_real: 0.001 D_fake: 0.145 +(epoch: 53, iters: 27368, time: 0.301, data: 0.020) G_GAN: 2.429 G_L1: 4.344 D_real: 0.002 D_fake: 0.338 +(epoch: 53, iters: 27468, time: 0.292, data: 0.020) G_GAN: 2.771 G_L1: 4.277 D_real: 0.000 D_fake: 0.650 +(epoch: 53, iters: 27568, time: 0.384, data: 0.019) G_GAN: 2.093 G_L1: 2.871 D_real: 0.003 D_fake: 0.330 +(epoch: 53, iters: 27668, time: 0.292, data: 0.019) G_GAN: 2.103 G_L1: 5.500 D_real: 0.000 D_fake: 0.471 +(epoch: 53, iters: 27768, time: 0.299, data: 0.018) G_GAN: 1.893 G_L1: 4.259 D_real: 0.000 D_fake: 0.476 +(epoch: 53, iters: 27868, time: 0.302, data: 0.017) G_GAN: 1.853 G_L1: 3.767 D_real: 0.002 D_fake: 0.160 +(epoch: 53, iters: 27968, time: 0.404, data: 0.020) G_GAN: 1.719 G_L1: 3.369 D_real: 0.001 D_fake: 0.611 +(epoch: 53, iters: 28068, time: 0.291, data: 0.018) G_GAN: 6.616 G_L1: 5.368 D_real: 0.000 D_fake: 1.322 +(epoch: 53, iters: 28168, time: 0.304, data: 0.021) G_GAN: 1.865 G_L1: 4.647 D_real: 0.016 D_fake: 0.291 +(epoch: 53, iters: 28268, time: 0.299, data: 0.018) G_GAN: 2.075 G_L1: 3.156 D_real: 0.002 D_fake: 1.205 +(epoch: 53, iters: 28368, time: 0.419, data: 0.019) G_GAN: 3.103 G_L1: 3.965 D_real: 0.022 D_fake: 0.265 +(epoch: 53, iters: 28468, time: 0.288, data: 0.019) G_GAN: 3.492 G_L1: 3.427 D_real: 0.131 D_fake: 0.244 +(epoch: 53, iters: 28568, time: 0.300, data: 0.023) G_GAN: 3.451 G_L1: 5.943 D_real: 0.002 D_fake: 0.169 +(epoch: 53, iters: 28668, time: 0.296, data: 0.020) G_GAN: 2.887 G_L1: 5.144 D_real: 0.066 D_fake: 0.527 +(epoch: 53, iters: 28768, time: 0.423, data: 0.020) G_GAN: 3.179 G_L1: 5.230 D_real: 0.002 D_fake: 0.194 +(epoch: 53, iters: 28868, time: 0.295, data: 0.019) G_GAN: 3.708 G_L1: 6.280 D_real: 0.005 D_fake: 0.176 +(epoch: 53, iters: 28968, time: 0.300, data: 0.017) G_GAN: 2.482 G_L1: 4.436 D_real: 0.019 D_fake: 0.350 +(epoch: 53, iters: 29068, time: 0.303, data: 0.019) G_GAN: 3.895 G_L1: 5.498 D_real: 0.016 D_fake: 0.154 +(epoch: 53, iters: 29168, time: 0.592, data: 0.019) G_GAN: 1.994 G_L1: 4.617 D_real: 0.001 D_fake: 0.285 +(epoch: 53, iters: 29268, time: 0.283, data: 0.020) G_GAN: 3.203 G_L1: 6.412 D_real: 0.000 D_fake: 0.112 +(epoch: 53, iters: 29368, time: 0.289, data: 0.018) G_GAN: 2.572 G_L1: 4.450 D_real: 0.000 D_fake: 0.101 +(epoch: 53, iters: 29468, time: 0.281, data: 0.018) G_GAN: 2.120 G_L1: 4.625 D_real: 0.003 D_fake: 0.279 +(epoch: 53, iters: 29568, time: 0.402, data: 0.017) G_GAN: 2.980 G_L1: 4.260 D_real: 0.000 D_fake: 0.283 +(epoch: 53, iters: 29668, time: 0.279, data: 0.021) G_GAN: 2.686 G_L1: 6.722 D_real: 0.000 D_fake: 0.315 +(epoch: 53, iters: 29768, time: 0.287, data: 0.014) G_GAN: 2.901 G_L1: 4.694 D_real: 0.002 D_fake: 0.066 +(epoch: 53, iters: 29868, time: 0.292, data: 0.017) G_GAN: 3.006 G_L1: 7.439 D_real: 0.000 D_fake: 0.189 +(epoch: 53, iters: 29968, time: 0.419, data: 0.018) G_GAN: 3.879 G_L1: 5.464 D_real: 0.000 D_fake: 0.096 +(epoch: 53, iters: 30068, time: 0.297, data: 0.018) G_GAN: 3.042 G_L1: 3.430 D_real: 0.066 D_fake: 0.622 +(epoch: 53, iters: 30168, time: 0.296, data: 0.019) G_GAN: 4.520 G_L1: 4.372 D_real: 0.163 D_fake: 0.169 +(epoch: 53, iters: 30268, time: 0.297, data: 0.018) G_GAN: 5.285 G_L1: 6.344 D_real: 0.005 D_fake: 0.273 +(epoch: 53, iters: 30368, time: 0.379, data: 0.018) G_GAN: 3.128 G_L1: 2.928 D_real: 0.177 D_fake: 0.101 +(epoch: 53, iters: 30468, time: 0.293, data: 0.017) G_GAN: 4.001 G_L1: 3.760 D_real: 0.064 D_fake: 0.127 +(epoch: 53, iters: 30568, time: 0.296, data: 0.018) G_GAN: 6.084 G_L1: 3.743 D_real: 0.326 D_fake: 0.326 +(epoch: 53, iters: 30668, time: 0.292, data: 0.018) G_GAN: 5.242 G_L1: 5.172 D_real: 0.000 D_fake: 0.014 +(epoch: 53, iters: 30768, time: 0.421, data: 0.018) G_GAN: 3.545 G_L1: 7.079 D_real: 0.136 D_fake: 0.097 +(epoch: 53, iters: 30868, time: 0.290, data: 0.017) G_GAN: 2.381 G_L1: 4.449 D_real: 0.000 D_fake: 0.492 +(epoch: 53, iters: 30968, time: 0.287, data: 0.017) G_GAN: 3.006 G_L1: 5.787 D_real: 0.000 D_fake: 0.303 +(epoch: 53, iters: 31068, time: 0.293, data: 0.017) G_GAN: 3.165 G_L1: 4.928 D_real: 0.000 D_fake: 0.210 +(epoch: 53, iters: 31168, time: 0.590, data: 0.019) G_GAN: 2.572 G_L1: 4.847 D_real: 0.000 D_fake: 0.260 +(epoch: 53, iters: 31268, time: 0.278, data: 0.018) G_GAN: 2.440 G_L1: 4.432 D_real: 0.000 D_fake: 0.084 +(epoch: 53, iters: 31368, time: 0.290, data: 0.017) G_GAN: 3.651 G_L1: 5.567 D_real: 0.000 D_fake: 0.107 +(epoch: 53, iters: 31468, time: 0.293, data: 0.018) G_GAN: 1.919 G_L1: 4.870 D_real: 0.000 D_fake: 0.479 +(epoch: 53, iters: 31568, time: 0.414, data: 0.017) G_GAN: 2.932 G_L1: 4.298 D_real: 0.009 D_fake: 0.189 +(epoch: 53, iters: 31668, time: 0.286, data: 0.017) G_GAN: 3.631 G_L1: 4.612 D_real: 0.000 D_fake: 0.093 +(epoch: 53, iters: 31768, time: 0.290, data: 0.017) G_GAN: 2.511 G_L1: 5.980 D_real: 0.000 D_fake: 0.219 +(epoch: 53, iters: 31868, time: 0.297, data: 0.018) G_GAN: 3.771 G_L1: 5.104 D_real: 0.006 D_fake: 0.115 +(epoch: 53, iters: 31968, time: 0.409, data: 0.018) G_GAN: 3.695 G_L1: 4.994 D_real: 0.000 D_fake: 0.174 +(epoch: 53, iters: 32068, time: 0.291, data: 0.019) G_GAN: 1.222 G_L1: 3.996 D_real: 0.046 D_fake: 0.259 +(epoch: 53, iters: 32168, time: 0.298, data: 0.017) G_GAN: 4.481 G_L1: 5.189 D_real: 0.084 D_fake: 0.132 +(epoch: 53, iters: 32268, time: 0.280, data: 0.018) G_GAN: 2.092 G_L1: 4.263 D_real: 0.001 D_fake: 0.284 +(epoch: 53, iters: 32368, time: 0.412, data: 0.017) G_GAN: 2.288 G_L1: 5.157 D_real: 0.003 D_fake: 0.776 +(epoch: 53, iters: 32468, time: 0.298, data: 0.018) G_GAN: 4.734 G_L1: 5.679 D_real: 0.018 D_fake: 0.087 +(epoch: 53, iters: 32568, time: 0.295, data: 0.019) G_GAN: 2.838 G_L1: 4.965 D_real: 0.008 D_fake: 0.184 +(epoch: 53, iters: 32668, time: 0.288, data: 0.019) G_GAN: 1.952 G_L1: 4.056 D_real: 0.004 D_fake: 0.198 +(epoch: 53, iters: 32768, time: 0.408, data: 0.017) G_GAN: 6.005 G_L1: 5.450 D_real: 0.429 D_fake: 0.347 +(epoch: 53, iters: 32868, time: 0.287, data: 0.017) G_GAN: 3.120 G_L1: 6.132 D_real: 0.475 D_fake: 0.125 +(epoch: 53, iters: 32968, time: 0.295, data: 0.017) G_GAN: 2.768 G_L1: 9.225 D_real: 0.001 D_fake: 0.580 +(epoch: 53, iters: 33068, time: 0.293, data: 0.018) G_GAN: 2.218 G_L1: 3.538 D_real: 0.000 D_fake: 0.289 +(epoch: 53, iters: 33168, time: 0.583, data: 0.021) G_GAN: 3.111 G_L1: 6.382 D_real: 0.092 D_fake: 0.341 +(epoch: 53, iters: 33268, time: 0.291, data: 0.020) G_GAN: 1.627 G_L1: 4.744 D_real: 0.386 D_fake: 0.206 +(epoch: 53, iters: 33368, time: 0.295, data: 0.017) G_GAN: 2.973 G_L1: 3.959 D_real: 0.038 D_fake: 0.221 +(epoch: 53, iters: 33468, time: 0.298, data: 0.018) G_GAN: 2.690 G_L1: 4.801 D_real: 0.006 D_fake: 0.178 +(epoch: 53, iters: 33568, time: 0.410, data: 0.018) G_GAN: 3.749 G_L1: 4.493 D_real: 0.008 D_fake: 0.083 +(epoch: 53, iters: 33668, time: 0.290, data: 0.018) G_GAN: 5.077 G_L1: 5.098 D_real: 0.011 D_fake: 0.572 +(epoch: 53, iters: 33768, time: 0.294, data: 0.017) G_GAN: 3.494 G_L1: 4.178 D_real: 0.193 D_fake: 0.068 +(epoch: 53, iters: 33868, time: 0.296, data: 0.017) G_GAN: 3.353 G_L1: 4.541 D_real: 0.017 D_fake: 0.480 +(epoch: 53, iters: 33968, time: 0.402, data: 0.018) G_GAN: 2.766 G_L1: 6.129 D_real: 0.024 D_fake: 0.189 +(epoch: 53, iters: 34068, time: 0.300, data: 0.019) G_GAN: 2.460 G_L1: 4.016 D_real: 0.002 D_fake: 0.423 +(epoch: 53, iters: 34168, time: 0.295, data: 0.018) G_GAN: 2.649 G_L1: 4.329 D_real: 0.013 D_fake: 0.315 +(epoch: 53, iters: 34268, time: 0.305, data: 0.020) G_GAN: 3.430 G_L1: 3.297 D_real: 0.086 D_fake: 0.177 +(epoch: 53, iters: 34368, time: 0.433, data: 0.019) G_GAN: 3.293 G_L1: 5.368 D_real: 0.250 D_fake: 0.164 +(epoch: 53, iters: 34468, time: 0.304, data: 0.020) G_GAN: 4.831 G_L1: 4.138 D_real: 0.085 D_fake: 0.164 +(epoch: 53, iters: 34568, time: 0.301, data: 0.020) G_GAN: 3.135 G_L1: 4.752 D_real: 0.016 D_fake: 0.297 +(epoch: 53, iters: 34668, time: 0.293, data: 0.020) G_GAN: 2.825 G_L1: 2.985 D_real: 0.060 D_fake: 0.237 +(epoch: 53, iters: 34768, time: 0.417, data: 0.018) G_GAN: 7.010 G_L1: 5.820 D_real: 0.346 D_fake: 0.011 +(epoch: 53, iters: 34868, time: 0.297, data: 0.018) G_GAN: 4.611 G_L1: 3.555 D_real: 0.020 D_fake: 0.042 +(epoch: 53, iters: 34968, time: 0.286, data: 0.017) G_GAN: 5.435 G_L1: 5.056 D_real: 0.788 D_fake: 0.012 +(epoch: 53, iters: 35068, time: 0.299, data: 0.017) G_GAN: 3.903 G_L1: 4.551 D_real: 0.008 D_fake: 0.075 +(epoch: 53, iters: 35168, time: 0.598, data: 0.019) G_GAN: 3.000 G_L1: 3.725 D_real: 0.209 D_fake: 0.079 +(epoch: 53, iters: 35268, time: 0.299, data: 0.019) G_GAN: 3.462 G_L1: 6.890 D_real: 0.028 D_fake: 0.116 +(epoch: 53, iters: 35368, time: 0.292, data: 0.021) G_GAN: 3.491 G_L1: 4.384 D_real: 0.103 D_fake: 0.155 +(epoch: 53, iters: 35468, time: 0.291, data: 0.019) G_GAN: 3.974 G_L1: 5.317 D_real: 0.001 D_fake: 0.057 +(epoch: 53, iters: 35568, time: 0.414, data: 0.018) G_GAN: 5.580 G_L1: 6.260 D_real: 0.005 D_fake: 0.026 +(epoch: 53, iters: 35668, time: 0.300, data: 0.019) G_GAN: 4.874 G_L1: 3.532 D_real: 0.038 D_fake: 0.159 +(epoch: 53, iters: 35768, time: 0.300, data: 0.019) G_GAN: 2.848 G_L1: 4.277 D_real: 0.022 D_fake: 0.153 +(epoch: 53, iters: 35868, time: 0.292, data: 0.021) G_GAN: 7.059 G_L1: 5.013 D_real: 0.001 D_fake: 0.867 +(epoch: 53, iters: 35968, time: 0.397, data: 0.019) G_GAN: 3.971 G_L1: 5.176 D_real: 0.000 D_fake: 0.176 +(epoch: 53, iters: 36068, time: 0.296, data: 0.019) G_GAN: 2.863 G_L1: 4.860 D_real: 0.001 D_fake: 0.142 +(epoch: 53, iters: 36168, time: 0.293, data: 0.021) G_GAN: 2.979 G_L1: 5.231 D_real: 0.000 D_fake: 0.121 +(epoch: 53, iters: 36268, time: 0.300, data: 0.019) G_GAN: 4.341 G_L1: 5.746 D_real: 0.000 D_fake: 0.042 +(epoch: 53, iters: 36368, time: 0.392, data: 0.018) G_GAN: 2.118 G_L1: 4.259 D_real: 0.001 D_fake: 0.386 +(epoch: 53, iters: 36468, time: 0.303, data: 0.019) G_GAN: 3.112 G_L1: 5.519 D_real: 0.000 D_fake: 0.901 +(epoch: 53, iters: 36568, time: 0.300, data: 0.018) G_GAN: 3.087 G_L1: 3.845 D_real: 0.000 D_fake: 0.233 +(epoch: 53, iters: 36668, time: 0.298, data: 0.020) G_GAN: 3.469 G_L1: 5.589 D_real: 0.000 D_fake: 0.310 +(epoch: 53, iters: 36768, time: 0.425, data: 0.019) G_GAN: 2.759 G_L1: 4.205 D_real: 0.000 D_fake: 0.390 +(epoch: 53, iters: 36868, time: 0.300, data: 0.019) G_GAN: 3.045 G_L1: 5.082 D_real: 0.000 D_fake: 1.112 +(epoch: 53, iters: 36968, time: 0.293, data: 0.019) G_GAN: 2.641 G_L1: 4.961 D_real: 0.000 D_fake: 0.202 +(epoch: 53, iters: 37068, time: 0.305, data: 0.017) G_GAN: 1.846 G_L1: 7.390 D_real: 0.001 D_fake: 0.321 +(epoch: 53, iters: 37168, time: 0.591, data: 0.019) G_GAN: 2.065 G_L1: 4.846 D_real: 0.002 D_fake: 0.164 +(epoch: 53, iters: 37268, time: 0.301, data: 0.018) G_GAN: 3.616 G_L1: 7.041 D_real: 0.000 D_fake: 0.175 +(epoch: 53, iters: 37368, time: 0.298, data: 0.019) G_GAN: 3.046 G_L1: 4.261 D_real: 0.006 D_fake: 0.099 +(epoch: 53, iters: 37468, time: 0.303, data: 0.018) G_GAN: 3.636 G_L1: 8.936 D_real: 0.000 D_fake: 0.160 +(epoch: 53, iters: 37568, time: 0.421, data: 0.019) G_GAN: 2.557 G_L1: 6.406 D_real: 0.019 D_fake: 0.045 +(epoch: 53, iters: 37668, time: 0.302, data: 0.018) G_GAN: 2.432 G_L1: 5.278 D_real: 0.001 D_fake: 0.469 +(epoch: 53, iters: 37768, time: 0.308, data: 0.019) G_GAN: 3.925 G_L1: 4.431 D_real: 0.000 D_fake: 0.030 +(epoch: 53, iters: 37868, time: 0.294, data: 0.019) G_GAN: 2.895 G_L1: 6.730 D_real: 0.006 D_fake: 0.259 +(epoch: 53, iters: 37968, time: 0.417, data: 0.019) G_GAN: 3.052 G_L1: 5.670 D_real: 0.075 D_fake: 0.112 +(epoch: 53, iters: 38068, time: 0.292, data: 0.018) G_GAN: 2.312 G_L1: 3.592 D_real: 0.002 D_fake: 0.354 +(epoch: 53, iters: 38168, time: 0.305, data: 0.021) G_GAN: 2.755 G_L1: 4.403 D_real: 0.013 D_fake: 0.138 +(epoch: 53, iters: 38268, time: 0.296, data: 0.018) G_GAN: 4.063 G_L1: 5.335 D_real: 0.003 D_fake: 0.290 +(epoch: 53, iters: 38368, time: 0.417, data: 0.020) G_GAN: 6.300 G_L1: 6.213 D_real: 0.264 D_fake: 0.007 +(epoch: 53, iters: 38468, time: 0.291, data: 0.019) G_GAN: 3.026 G_L1: 4.321 D_real: 0.043 D_fake: 0.110 +(epoch: 53, iters: 38568, time: 0.309, data: 0.018) G_GAN: 3.922 G_L1: 5.030 D_real: 0.304 D_fake: 0.031 +(epoch: 53, iters: 38668, time: 0.303, data: 0.020) G_GAN: 4.007 G_L1: 4.598 D_real: 0.014 D_fake: 0.168 +(epoch: 53, iters: 38768, time: 0.422, data: 0.018) G_GAN: 4.320 G_L1: 5.485 D_real: 0.002 D_fake: 0.206 +(epoch: 53, iters: 38868, time: 0.307, data: 0.019) G_GAN: 3.668 G_L1: 5.309 D_real: 0.004 D_fake: 0.152 +(epoch: 53, iters: 38968, time: 0.301, data: 0.019) G_GAN: 3.403 G_L1: 4.851 D_real: 0.003 D_fake: 0.144 +(epoch: 53, iters: 39068, time: 0.302, data: 0.020) G_GAN: 2.659 G_L1: 7.428 D_real: 0.028 D_fake: 0.093 +(epoch: 53, iters: 39168, time: 0.577, data: 0.018) G_GAN: 3.872 G_L1: 7.061 D_real: 0.006 D_fake: 0.065 +(epoch: 53, iters: 39268, time: 0.295, data: 0.018) G_GAN: 3.661 G_L1: 4.291 D_real: 0.001 D_fake: 0.072 +(epoch: 53, iters: 39368, time: 0.287, data: 0.018) G_GAN: 3.655 G_L1: 3.907 D_real: 0.026 D_fake: 0.094 +(epoch: 53, iters: 39468, time: 0.282, data: 0.018) G_GAN: 5.172 G_L1: 3.288 D_real: 0.079 D_fake: 0.017 +(epoch: 53, iters: 39568, time: 0.407, data: 0.018) G_GAN: 4.835 G_L1: 3.744 D_real: 0.015 D_fake: 0.025 +(epoch: 53, iters: 39668, time: 0.292, data: 0.018) G_GAN: 4.123 G_L1: 4.442 D_real: 0.022 D_fake: 0.058 +(epoch: 53, iters: 39768, time: 0.310, data: 0.017) G_GAN: 2.230 G_L1: 3.393 D_real: 0.285 D_fake: 0.123 +(epoch: 53, iters: 39868, time: 0.296, data: 0.019) G_GAN: 4.922 G_L1: 5.345 D_real: 0.005 D_fake: 0.117 +(epoch: 53, iters: 39968, time: 0.391, data: 0.018) G_GAN: 5.312 G_L1: 4.180 D_real: 0.111 D_fake: 0.034 +(epoch: 53, iters: 40068, time: 0.295, data: 0.016) G_GAN: 5.967 G_L1: 3.736 D_real: 0.022 D_fake: 0.009 +(epoch: 53, iters: 40168, time: 0.293, data: 0.019) G_GAN: 4.712 G_L1: 3.808 D_real: 0.005 D_fake: 0.080 +(epoch: 53, iters: 40268, time: 0.292, data: 0.019) G_GAN: 3.338 G_L1: 4.500 D_real: 0.030 D_fake: 0.257 +(epoch: 53, iters: 40368, time: 0.406, data: 0.018) G_GAN: 3.443 G_L1: 5.797 D_real: 0.044 D_fake: 0.228 +(epoch: 53, iters: 40468, time: 0.301, data: 0.019) G_GAN: 3.310 G_L1: 3.796 D_real: 0.001 D_fake: 0.164 +(epoch: 53, iters: 40568, time: 0.297, data: 0.018) G_GAN: 3.214 G_L1: 5.386 D_real: 0.000 D_fake: 0.172 +(epoch: 53, iters: 40668, time: 0.304, data: 0.019) G_GAN: 4.236 G_L1: 5.633 D_real: 0.001 D_fake: 0.108 +(epoch: 53, iters: 40768, time: 0.421, data: 0.019) G_GAN: 3.945 G_L1: 6.578 D_real: 0.003 D_fake: 0.030 +(epoch: 53, iters: 40868, time: 0.300, data: 0.018) G_GAN: 3.003 G_L1: 3.989 D_real: 0.000 D_fake: 0.160 +(epoch: 53, iters: 40968, time: 0.291, data: 0.038) G_GAN: 4.976 G_L1: 8.293 D_real: 0.000 D_fake: 0.032 +(epoch: 53, iters: 41068, time: 0.294, data: 0.017) G_GAN: 2.601 G_L1: 3.743 D_real: 0.000 D_fake: 0.570 +(epoch: 53, iters: 41168, time: 0.600, data: 0.024) G_GAN: 3.633 G_L1: 4.104 D_real: 0.000 D_fake: 0.108 +(epoch: 53, iters: 41268, time: 0.301, data: 0.020) G_GAN: 2.394 G_L1: 4.020 D_real: 0.001 D_fake: 0.389 +(epoch: 53, iters: 41368, time: 0.307, data: 0.019) G_GAN: 1.733 G_L1: 3.316 D_real: 0.001 D_fake: 0.284 +(epoch: 53, iters: 41468, time: 0.301, data: 0.020) G_GAN: 2.344 G_L1: 5.548 D_real: 0.000 D_fake: 0.658 +(epoch: 53, iters: 41568, time: 0.410, data: 0.020) G_GAN: 4.149 G_L1: 3.652 D_real: 0.354 D_fake: 0.082 +(epoch: 53, iters: 41668, time: 0.291, data: 0.019) G_GAN: 4.475 G_L1: 4.192 D_real: 0.244 D_fake: 0.023 +(epoch: 53, iters: 41768, time: 0.293, data: 0.017) G_GAN: 2.965 G_L1: 7.309 D_real: 0.001 D_fake: 0.251 +(epoch: 53, iters: 41868, time: 0.297, data: 0.018) G_GAN: 3.642 G_L1: 3.503 D_real: 0.051 D_fake: 0.103 +(epoch: 53, iters: 41968, time: 0.416, data: 0.018) G_GAN: 5.067 G_L1: 8.192 D_real: 0.002 D_fake: 0.058 +(epoch: 53, iters: 42068, time: 0.289, data: 0.018) G_GAN: 4.153 G_L1: 3.834 D_real: 0.285 D_fake: 0.112 +(epoch: 53, iters: 42168, time: 0.287, data: 0.018) G_GAN: 2.998 G_L1: 3.412 D_real: 0.022 D_fake: 0.137 +(epoch: 53, iters: 42268, time: 0.296, data: 0.017) G_GAN: 4.267 G_L1: 4.206 D_real: 0.006 D_fake: 0.137 +(epoch: 53, iters: 42368, time: 0.378, data: 0.018) G_GAN: 2.288 G_L1: 5.137 D_real: 0.271 D_fake: 0.109 +(epoch: 53, iters: 42468, time: 0.292, data: 0.019) G_GAN: 6.150 G_L1: 11.400 D_real: 0.003 D_fake: 0.025 +(epoch: 53, iters: 42568, time: 0.296, data: 0.018) G_GAN: 2.763 G_L1: 3.921 D_real: 0.001 D_fake: 0.149 +(epoch: 53, iters: 42668, time: 0.298, data: 0.018) G_GAN: 5.568 G_L1: 3.028 D_real: 0.009 D_fake: 0.106 +(epoch: 53, iters: 42768, time: 0.400, data: 0.018) G_GAN: 5.661 G_L1: 4.657 D_real: 0.002 D_fake: 0.018 +(epoch: 53, iters: 42868, time: 0.295, data: 0.017) G_GAN: 4.613 G_L1: 9.801 D_real: 0.217 D_fake: 0.037 +(epoch: 53, iters: 42968, time: 0.294, data: 0.020) G_GAN: 4.209 G_L1: 4.409 D_real: 0.030 D_fake: 0.035 +(epoch: 53, iters: 43068, time: 0.304, data: 0.018) G_GAN: 5.788 G_L1: 4.229 D_real: 0.006 D_fake: 0.013 +(epoch: 53, iters: 43168, time: 0.580, data: 0.020) G_GAN: 3.413 G_L1: 3.673 D_real: 0.103 D_fake: 0.094 +(epoch: 53, iters: 43268, time: 0.304, data: 0.020) G_GAN: 4.226 G_L1: 4.685 D_real: 0.025 D_fake: 0.140 +(epoch: 53, iters: 43368, time: 0.291, data: 0.018) G_GAN: 4.934 G_L1: 4.447 D_real: 0.000 D_fake: 0.023 +(epoch: 53, iters: 43468, time: 0.298, data: 0.018) G_GAN: 7.051 G_L1: 3.392 D_real: 0.037 D_fake: 0.002 +(epoch: 53, iters: 43568, time: 0.414, data: 0.019) G_GAN: 4.161 G_L1: 5.720 D_real: 0.049 D_fake: 0.137 +(epoch: 53, iters: 43668, time: 0.303, data: 0.019) G_GAN: 2.295 G_L1: 3.467 D_real: 0.193 D_fake: 0.272 +(epoch: 53, iters: 43768, time: 0.293, data: 0.019) G_GAN: 3.848 G_L1: 3.705 D_real: 0.211 D_fake: 0.040 +(epoch: 53, iters: 43868, time: 0.286, data: 0.019) G_GAN: 3.882 G_L1: 4.104 D_real: 0.044 D_fake: 0.099 +(epoch: 53, iters: 43968, time: 0.401, data: 0.017) G_GAN: 3.182 G_L1: 3.177 D_real: 0.325 D_fake: 0.038 +(epoch: 53, iters: 44068, time: 0.288, data: 0.019) G_GAN: 2.770 G_L1: 4.828 D_real: 0.088 D_fake: 0.085 +(epoch: 53, iters: 44168, time: 0.293, data: 0.018) G_GAN: 3.780 G_L1: 4.158 D_real: 0.326 D_fake: 0.043 +(epoch: 53, iters: 44268, time: 0.296, data: 0.020) G_GAN: 4.015 G_L1: 4.917 D_real: 0.001 D_fake: 0.143 +(epoch: 53, iters: 44368, time: 0.409, data: 0.017) G_GAN: 5.867 G_L1: 4.454 D_real: 0.004 D_fake: 0.022 +(epoch: 53, iters: 44468, time: 0.278, data: 0.017) G_GAN: 3.964 G_L1: 4.396 D_real: 0.354 D_fake: 0.054 +(epoch: 53, iters: 44568, time: 0.300, data: 0.016) G_GAN: 3.644 G_L1: 4.870 D_real: 0.241 D_fake: 0.108 +(epoch: 53, iters: 44668, time: 0.284, data: 0.017) G_GAN: 5.107 G_L1: 4.511 D_real: 0.021 D_fake: 0.019 +(epoch: 53, iters: 44768, time: 0.399, data: 0.017) G_GAN: 5.269 G_L1: 5.650 D_real: 0.001 D_fake: 0.013 +(epoch: 53, iters: 44868, time: 0.300, data: 0.019) G_GAN: 5.070 G_L1: 4.517 D_real: 0.004 D_fake: 0.016 +(epoch: 53, iters: 44968, time: 0.289, data: 0.018) G_GAN: 5.094 G_L1: 6.309 D_real: 0.000 D_fake: 0.023 +(epoch: 53, iters: 45068, time: 0.288, data: 0.017) G_GAN: 3.526 G_L1: 4.643 D_real: 0.000 D_fake: 0.131 +(epoch: 53, iters: 45168, time: 0.573, data: 0.018) G_GAN: 2.769 G_L1: 3.826 D_real: 0.002 D_fake: 0.073 +(epoch: 53, iters: 45268, time: 0.289, data: 0.018) G_GAN: 2.999 G_L1: 3.403 D_real: 0.000 D_fake: 0.545 +(epoch: 53, iters: 45368, time: 0.294, data: 0.021) G_GAN: 3.732 G_L1: 5.029 D_real: 0.000 D_fake: 0.084 +(epoch: 53, iters: 45468, time: 0.294, data: 0.017) G_GAN: 3.391 G_L1: 4.336 D_real: 0.001 D_fake: 0.121 +(epoch: 53, iters: 45568, time: 0.400, data: 0.018) G_GAN: 3.728 G_L1: 5.608 D_real: 0.000 D_fake: 0.202 +(epoch: 53, iters: 45668, time: 0.289, data: 0.018) G_GAN: 2.767 G_L1: 4.873 D_real: 0.010 D_fake: 0.246 +(epoch: 53, iters: 45768, time: 0.297, data: 0.016) G_GAN: 3.792 G_L1: 5.396 D_real: 0.053 D_fake: 0.104 +(epoch: 53, iters: 45868, time: 0.291, data: 0.018) G_GAN: 3.299 G_L1: 3.810 D_real: 0.002 D_fake: 0.379 +(epoch: 53, iters: 45968, time: 0.418, data: 0.018) G_GAN: 3.478 G_L1: 5.383 D_real: 0.002 D_fake: 0.041 +(epoch: 53, iters: 46068, time: 0.286, data: 0.018) G_GAN: 3.833 G_L1: 3.826 D_real: 0.023 D_fake: 0.206 +(epoch: 53, iters: 46168, time: 0.294, data: 0.018) G_GAN: 3.348 G_L1: 3.603 D_real: 0.000 D_fake: 0.057 +(epoch: 53, iters: 46268, time: 0.288, data: 0.018) G_GAN: 3.228 G_L1: 3.384 D_real: 1.194 D_fake: 0.034 +(epoch: 53, iters: 46368, time: 0.405, data: 0.016) G_GAN: 3.464 G_L1: 4.167 D_real: 0.040 D_fake: 0.101 +(epoch: 53, iters: 46468, time: 0.293, data: 0.017) G_GAN: 4.220 G_L1: 4.209 D_real: 0.053 D_fake: 0.146 +(epoch: 53, iters: 46568, time: 0.298, data: 0.017) G_GAN: 3.398 G_L1: 2.780 D_real: 0.503 D_fake: 0.021 +(epoch: 53, iters: 46668, time: 0.287, data: 0.018) G_GAN: 2.603 G_L1: 4.282 D_real: 0.011 D_fake: 0.117 +(epoch: 53, iters: 46768, time: 0.421, data: 0.019) G_GAN: 4.205 G_L1: 5.081 D_real: 0.028 D_fake: 0.189 +(epoch: 53, iters: 46868, time: 0.296, data: 0.017) G_GAN: 3.814 G_L1: 3.503 D_real: 0.158 D_fake: 0.095 +(epoch: 53, iters: 46968, time: 0.293, data: 0.018) G_GAN: 3.496 G_L1: 4.418 D_real: 0.273 D_fake: 0.387 +(epoch: 53, iters: 47068, time: 0.285, data: 0.018) G_GAN: 4.000 G_L1: 4.442 D_real: 0.016 D_fake: 0.292 +(epoch: 53, iters: 47168, time: 0.559, data: 0.019) G_GAN: 3.209 G_L1: 4.840 D_real: 0.003 D_fake: 0.236 +(epoch: 53, iters: 47268, time: 0.290, data: 0.017) G_GAN: 3.430 G_L1: 4.883 D_real: 0.018 D_fake: 0.270 +(epoch: 53, iters: 47368, time: 0.293, data: 0.017) G_GAN: 3.298 G_L1: 3.561 D_real: 0.065 D_fake: 0.329 +(epoch: 53, iters: 47468, time: 0.293, data: 0.017) G_GAN: 3.967 G_L1: 4.199 D_real: 0.007 D_fake: 0.066 +(epoch: 53, iters: 47568, time: 0.410, data: 0.018) G_GAN: 4.621 G_L1: 4.473 D_real: 0.219 D_fake: 0.017 +(epoch: 53, iters: 47668, time: 0.295, data: 0.019) G_GAN: 3.460 G_L1: 3.293 D_real: 0.225 D_fake: 0.057 +(epoch: 53, iters: 47768, time: 0.289, data: 0.018) G_GAN: 3.264 G_L1: 4.477 D_real: 0.263 D_fake: 0.133 +(epoch: 53, iters: 47868, time: 0.294, data: 0.015) G_GAN: 4.650 G_L1: 5.515 D_real: 0.006 D_fake: 0.031 +(epoch: 53, iters: 47968, time: 0.383, data: 0.018) G_GAN: 2.104 G_L1: 3.193 D_real: 0.090 D_fake: 0.552 +(epoch: 53, iters: 48068, time: 0.284, data: 0.019) G_GAN: 8.596 G_L1: 3.838 D_real: 0.020 D_fake: 0.002 +(epoch: 53, iters: 48168, time: 0.283, data: 0.017) G_GAN: 4.042 G_L1: 8.347 D_real: 0.004 D_fake: 0.072 +(epoch: 53, iters: 48268, time: 0.291, data: 0.015) G_GAN: 2.535 G_L1: 3.671 D_real: 0.024 D_fake: 0.242 +(epoch: 53, iters: 48368, time: 0.404, data: 0.022) G_GAN: 3.593 G_L1: 4.776 D_real: 0.000 D_fake: 0.334 +(epoch: 53, iters: 48468, time: 0.295, data: 0.017) G_GAN: 3.341 G_L1: 3.728 D_real: 0.041 D_fake: 0.099 +(epoch: 53, iters: 48568, time: 0.292, data: 0.018) G_GAN: 3.399 G_L1: 3.210 D_real: 0.003 D_fake: 0.245 +(epoch: 53, iters: 48668, time: 0.296, data: 0.017) G_GAN: 6.496 G_L1: 5.770 D_real: 0.005 D_fake: 0.014 +(epoch: 53, iters: 48768, time: 0.422, data: 0.019) G_GAN: 6.692 G_L1: 4.684 D_real: 0.014 D_fake: 0.022 +(epoch: 53, iters: 48868, time: 0.290, data: 0.017) G_GAN: 3.106 G_L1: 3.722 D_real: 0.006 D_fake: 0.212 +(epoch: 53, iters: 48968, time: 0.292, data: 0.017) G_GAN: 2.251 G_L1: 4.127 D_real: 0.010 D_fake: 0.293 +(epoch: 53, iters: 49068, time: 0.293, data: 0.019) G_GAN: 5.306 G_L1: 4.219 D_real: 0.017 D_fake: 0.012 +(epoch: 53, iters: 49168, time: 0.574, data: 0.018) G_GAN: 3.622 G_L1: 3.535 D_real: 0.008 D_fake: 0.238 +(epoch: 53, iters: 49268, time: 0.306, data: 0.018) G_GAN: 5.059 G_L1: 4.477 D_real: 0.551 D_fake: 0.032 +(epoch: 53, iters: 49368, time: 0.299, data: 0.019) G_GAN: 3.318 G_L1: 4.294 D_real: 0.026 D_fake: 0.233 +(epoch: 53, iters: 49468, time: 0.308, data: 0.019) G_GAN: 4.553 G_L1: 4.958 D_real: 0.001 D_fake: 0.035 +(epoch: 53, iters: 49568, time: 0.390, data: 0.020) G_GAN: 4.022 G_L1: 9.820 D_real: 0.001 D_fake: 0.173 +(epoch: 53, iters: 49668, time: 0.302, data: 0.017) G_GAN: 3.874 G_L1: 6.184 D_real: 0.244 D_fake: 0.235 +(epoch: 53, iters: 49768, time: 0.302, data: 0.020) G_GAN: 5.625 G_L1: 3.746 D_real: 0.030 D_fake: 0.024 +(epoch: 53, iters: 49868, time: 0.298, data: 0.019) G_GAN: 2.904 G_L1: 3.474 D_real: 0.001 D_fake: 0.489 +(epoch: 53, iters: 49968, time: 0.419, data: 0.019) G_GAN: 5.414 G_L1: 4.642 D_real: 0.003 D_fake: 0.101 +(epoch: 53, iters: 50068, time: 0.306, data: 0.019) G_GAN: 5.365 G_L1: 3.803 D_real: 0.000 D_fake: 0.018 +(epoch: 53, iters: 50168, time: 0.308, data: 0.020) G_GAN: 3.125 G_L1: 4.094 D_real: 0.018 D_fake: 0.253 +(epoch: 53, iters: 50268, time: 0.299, data: 0.020) G_GAN: 3.233 G_L1: 3.294 D_real: 0.029 D_fake: 0.294 +(epoch: 53, iters: 50368, time: 0.422, data: 0.019) G_GAN: 4.635 G_L1: 5.546 D_real: 0.246 D_fake: 0.050 +(epoch: 53, iters: 50468, time: 0.294, data: 0.019) G_GAN: 5.239 G_L1: 4.242 D_real: 0.002 D_fake: 0.023 +(epoch: 53, iters: 50568, time: 0.298, data: 0.018) G_GAN: 4.521 G_L1: 5.783 D_real: 0.005 D_fake: 0.052 +(epoch: 53, iters: 50668, time: 0.298, data: 0.020) G_GAN: 5.281 G_L1: 3.850 D_real: 0.034 D_fake: 0.047 +(epoch: 53, iters: 50768, time: 0.409, data: 0.019) G_GAN: 2.723 G_L1: 3.637 D_real: 0.039 D_fake: 0.211 +(epoch: 53, iters: 50868, time: 0.302, data: 0.019) G_GAN: 4.304 G_L1: 4.231 D_real: 0.023 D_fake: 0.068 +(epoch: 53, iters: 50968, time: 0.300, data: 0.019) G_GAN: 4.447 G_L1: 6.057 D_real: 0.044 D_fake: 0.026 +(epoch: 53, iters: 51068, time: 0.295, data: 0.020) G_GAN: 4.460 G_L1: 3.879 D_real: 0.029 D_fake: 0.046 +(epoch: 53, iters: 51168, time: 0.529, data: 0.019) G_GAN: 6.388 G_L1: 4.920 D_real: 0.000 D_fake: 0.004 +(epoch: 53, iters: 51268, time: 0.304, data: 0.018) G_GAN: 3.931 G_L1: 3.886 D_real: 0.036 D_fake: 0.060 +(epoch: 53, iters: 51368, time: 0.298, data: 0.020) G_GAN: 4.856 G_L1: 4.874 D_real: 0.003 D_fake: 0.073 +(epoch: 53, iters: 51468, time: 0.295, data: 0.019) G_GAN: 4.067 G_L1: 3.259 D_real: 0.000 D_fake: 0.161 +(epoch: 53, iters: 51568, time: 0.425, data: 0.019) G_GAN: 2.353 G_L1: 4.102 D_real: 0.887 D_fake: 0.258 +(epoch: 53, iters: 51668, time: 0.301, data: 0.019) G_GAN: 3.736 G_L1: 8.546 D_real: 0.000 D_fake: 0.198 +(epoch: 53, iters: 51768, time: 0.290, data: 0.020) G_GAN: 4.699 G_L1: 5.030 D_real: 0.042 D_fake: 0.020 +(epoch: 53, iters: 51868, time: 0.303, data: 0.018) G_GAN: 4.735 G_L1: 6.969 D_real: 0.007 D_fake: 0.187 +(epoch: 53, iters: 51968, time: 0.419, data: 0.020) G_GAN: 4.339 G_L1: 4.134 D_real: 0.070 D_fake: 0.041 +(epoch: 53, iters: 52068, time: 0.299, data: 0.019) G_GAN: 5.681 G_L1: 4.743 D_real: 0.053 D_fake: 0.053 +(epoch: 53, iters: 52168, time: 0.303, data: 0.019) G_GAN: 5.307 G_L1: 4.401 D_real: 0.080 D_fake: 0.034 +(epoch: 53, iters: 52268, time: 0.302, data: 0.020) G_GAN: 6.023 G_L1: 4.091 D_real: 0.005 D_fake: 0.022 +(epoch: 53, iters: 52368, time: 0.425, data: 0.021) G_GAN: 5.943 G_L1: 4.729 D_real: 0.008 D_fake: 0.010 +(epoch: 53, iters: 52468, time: 0.301, data: 0.018) G_GAN: 6.815 G_L1: 4.990 D_real: 0.045 D_fake: 0.005 +(epoch: 53, iters: 52568, time: 0.302, data: 0.019) G_GAN: 5.806 G_L1: 3.257 D_real: 0.057 D_fake: 0.010 +(epoch: 53, iters: 52668, time: 0.302, data: 0.019) G_GAN: 4.644 G_L1: 2.158 D_real: 0.042 D_fake: 0.029 +(epoch: 53, iters: 52768, time: 0.402, data: 0.019) G_GAN: 5.965 G_L1: 5.603 D_real: 0.038 D_fake: 0.023 +(epoch: 53, iters: 52868, time: 0.296, data: 0.019) G_GAN: 5.635 G_L1: 4.174 D_real: 0.003 D_fake: 0.034 +(epoch: 53, iters: 52968, time: 0.305, data: 0.022) G_GAN: 3.802 G_L1: 3.732 D_real: 0.014 D_fake: 0.117 +(epoch: 53, iters: 53068, time: 0.297, data: 0.020) G_GAN: 4.391 G_L1: 2.360 D_real: 0.045 D_fake: 0.330 +(epoch: 53, iters: 53168, time: 0.549, data: 0.018) G_GAN: 2.550 G_L1: 3.078 D_real: 0.225 D_fake: 0.137 +(epoch: 53, iters: 53268, time: 0.292, data: 0.019) G_GAN: 4.682 G_L1: 3.525 D_real: 0.022 D_fake: 0.052 +(epoch: 53, iters: 53368, time: 0.303, data: 0.018) G_GAN: 6.793 G_L1: 3.883 D_real: 0.101 D_fake: 0.002 +(epoch: 53, iters: 53468, time: 0.301, data: 0.018) G_GAN: 5.076 G_L1: 4.439 D_real: 0.012 D_fake: 0.134 +(epoch: 53, iters: 53568, time: 0.419, data: 0.021) G_GAN: 3.709 G_L1: 3.671 D_real: 0.048 D_fake: 0.147 +(epoch: 53, iters: 53668, time: 0.280, data: 0.020) G_GAN: 8.380 G_L1: 4.451 D_real: 0.017 D_fake: 0.003 +(epoch: 53, iters: 53768, time: 0.302, data: 0.018) G_GAN: 6.146 G_L1: 4.597 D_real: 0.046 D_fake: 0.013 +(epoch: 53, iters: 53868, time: 0.297, data: 0.019) G_GAN: 4.613 G_L1: 4.556 D_real: 0.060 D_fake: 0.146 +(epoch: 53, iters: 53968, time: 0.401, data: 0.020) G_GAN: 5.937 G_L1: 4.450 D_real: 0.013 D_fake: 0.016 +(epoch: 53, iters: 54068, time: 0.293, data: 0.019) G_GAN: 4.997 G_L1: 4.493 D_real: 0.030 D_fake: 0.032 +(epoch: 53, iters: 54168, time: 0.295, data: 0.019) G_GAN: 4.413 G_L1: 4.436 D_real: 0.052 D_fake: 0.181 +(epoch: 53, iters: 54268, time: 0.290, data: 0.019) G_GAN: 6.482 G_L1: 4.776 D_real: 0.011 D_fake: 0.007 +(epoch: 53, iters: 54368, time: 0.412, data: 0.018) G_GAN: 7.256 G_L1: 7.745 D_real: 0.006 D_fake: 0.014 +(epoch: 53, iters: 54468, time: 0.303, data: 0.019) G_GAN: 6.295 G_L1: 4.630 D_real: 0.000 D_fake: 0.018 +(epoch: 53, iters: 54568, time: 0.292, data: 0.018) G_GAN: 7.383 G_L1: 9.802 D_real: 0.002 D_fake: 0.023 +(epoch: 53, iters: 54668, time: 0.305, data: 0.018) G_GAN: 6.765 G_L1: 5.861 D_real: 0.001 D_fake: 0.006 +(epoch: 53, iters: 54768, time: 0.412, data: 0.020) G_GAN: 5.423 G_L1: 4.894 D_real: 0.000 D_fake: 0.031 +(epoch: 53, iters: 54868, time: 0.298, data: 0.019) G_GAN: 4.138 G_L1: 3.010 D_real: 0.022 D_fake: 0.048 +(epoch: 53, iters: 54968, time: 0.302, data: 0.019) G_GAN: 6.570 G_L1: 5.077 D_real: 0.014 D_fake: 0.021 +(epoch: 53, iters: 55068, time: 0.288, data: 0.019) G_GAN: 6.030 G_L1: 6.740 D_real: 0.006 D_fake: 0.064 +(epoch: 53, iters: 55168, time: 0.579, data: 0.016) G_GAN: 3.780 G_L1: 3.700 D_real: 0.000 D_fake: 0.221 +(epoch: 53, iters: 55268, time: 0.298, data: 0.020) G_GAN: 3.834 G_L1: 5.179 D_real: 0.003 D_fake: 0.318 +(epoch: 53, iters: 55368, time: 0.300, data: 0.018) G_GAN: 4.922 G_L1: 4.338 D_real: 0.050 D_fake: 0.081 +(epoch: 53, iters: 55468, time: 0.301, data: 0.022) G_GAN: 4.262 G_L1: 3.841 D_real: 0.000 D_fake: 0.494 +(epoch: 53, iters: 55568, time: 0.422, data: 0.019) G_GAN: 5.166 G_L1: 5.288 D_real: 0.000 D_fake: 0.020 +(epoch: 53, iters: 55668, time: 0.307, data: 0.019) G_GAN: 5.084 G_L1: 5.569 D_real: 0.206 D_fake: 0.856 +(epoch: 53, iters: 55768, time: 0.290, data: 0.020) G_GAN: 4.331 G_L1: 8.494 D_real: 0.000 D_fake: 0.511 +(epoch: 53, iters: 55868, time: 0.298, data: 0.018) G_GAN: 4.543 G_L1: 7.219 D_real: 0.000 D_fake: 0.061 +(epoch: 53, iters: 55968, time: 0.429, data: 0.018) G_GAN: 3.640 G_L1: 4.728 D_real: 0.000 D_fake: 0.216 +(epoch: 53, iters: 56068, time: 0.294, data: 0.019) G_GAN: 4.634 G_L1: 5.049 D_real: 0.000 D_fake: 0.123 +(epoch: 53, iters: 56168, time: 0.305, data: 0.019) G_GAN: 3.638 G_L1: 5.006 D_real: 0.000 D_fake: 0.289 +(epoch: 53, iters: 56268, time: 0.301, data: 0.019) G_GAN: 2.793 G_L1: 3.071 D_real: 0.005 D_fake: 0.089 +(epoch: 53, iters: 56368, time: 0.420, data: 0.019) G_GAN: 3.827 G_L1: 4.767 D_real: 0.000 D_fake: 0.091 +(epoch: 53, iters: 56468, time: 0.299, data: 0.019) G_GAN: 3.314 G_L1: 4.403 D_real: 0.000 D_fake: 0.173 +(epoch: 53, iters: 56568, time: 0.302, data: 0.018) G_GAN: 4.434 G_L1: 4.782 D_real: 0.000 D_fake: 0.102 +(epoch: 53, iters: 56668, time: 0.299, data: 0.018) G_GAN: 3.571 G_L1: 5.391 D_real: 0.000 D_fake: 0.446 +(epoch: 53, iters: 56768, time: 0.417, data: 0.021) G_GAN: 3.597 G_L1: 5.366 D_real: 0.000 D_fake: 0.226 +(epoch: 53, iters: 56868, time: 0.300, data: 0.020) G_GAN: 4.405 G_L1: 5.439 D_real: 0.000 D_fake: 0.049 +(epoch: 53, iters: 56968, time: 0.306, data: 0.019) G_GAN: 2.443 G_L1: 4.233 D_real: 0.000 D_fake: 0.115 +(epoch: 53, iters: 57068, time: 0.290, data: 0.021) G_GAN: 5.161 G_L1: 6.199 D_real: 0.000 D_fake: 0.121 +(epoch: 53, iters: 57168, time: 0.607, data: 0.018) G_GAN: 2.503 G_L1: 4.558 D_real: 0.056 D_fake: 0.189 +(epoch: 53, iters: 57268, time: 0.291, data: 0.019) G_GAN: 4.649 G_L1: 5.055 D_real: 0.000 D_fake: 0.036 +(epoch: 53, iters: 57368, time: 0.298, data: 0.020) G_GAN: 3.859 G_L1: 5.926 D_real: 0.000 D_fake: 0.212 +(epoch: 53, iters: 57468, time: 0.302, data: 0.018) G_GAN: 5.109 G_L1: 6.002 D_real: 0.000 D_fake: 0.057 +(epoch: 53, iters: 57568, time: 0.422, data: 0.019) G_GAN: 2.593 G_L1: 3.916 D_real: 0.011 D_fake: 0.094 +(epoch: 53, iters: 57668, time: 0.284, data: 0.020) G_GAN: 3.271 G_L1: 4.925 D_real: 0.000 D_fake: 0.211 +(epoch: 53, iters: 57768, time: 0.300, data: 0.018) G_GAN: 2.055 G_L1: 5.077 D_real: 0.000 D_fake: 0.309 +(epoch: 53, iters: 57868, time: 0.295, data: 0.018) G_GAN: 3.098 G_L1: 5.211 D_real: 0.000 D_fake: 0.146 +(epoch: 53, iters: 57968, time: 0.379, data: 0.022) G_GAN: 1.965 G_L1: 4.186 D_real: 0.007 D_fake: 0.087 +(epoch: 53, iters: 58068, time: 0.299, data: 0.016) G_GAN: 2.422 G_L1: 4.538 D_real: 0.000 D_fake: 0.612 +(epoch: 53, iters: 58168, time: 0.301, data: 0.018) G_GAN: 2.546 G_L1: 4.056 D_real: 0.000 D_fake: 0.203 +(epoch: 53, iters: 58268, time: 0.303, data: 0.017) G_GAN: 3.391 G_L1: 4.941 D_real: 0.000 D_fake: 0.311 +(epoch: 53, iters: 58368, time: 0.390, data: 0.020) G_GAN: 2.291 G_L1: 4.358 D_real: 0.005 D_fake: 0.721 +(epoch: 53, iters: 58468, time: 0.306, data: 0.019) G_GAN: 3.826 G_L1: 6.336 D_real: 0.000 D_fake: 0.078 +(epoch: 53, iters: 58568, time: 0.304, data: 0.018) G_GAN: 4.619 G_L1: 6.342 D_real: 0.011 D_fake: 0.028 +(epoch: 53, iters: 58668, time: 0.293, data: 0.019) G_GAN: 2.247 G_L1: 5.215 D_real: 0.000 D_fake: 0.788 +(epoch: 53, iters: 58768, time: 0.426, data: 0.017) G_GAN: 4.187 G_L1: 8.679 D_real: 0.000 D_fake: 0.166 +(epoch: 53, iters: 58868, time: 0.303, data: 0.019) G_GAN: 2.285 G_L1: 4.270 D_real: 0.001 D_fake: 0.347 +(epoch: 53, iters: 58968, time: 0.293, data: 0.018) G_GAN: 3.956 G_L1: 10.430 D_real: 0.000 D_fake: 0.111 +(epoch: 53, iters: 59068, time: 0.296, data: 0.018) G_GAN: 2.747 G_L1: 6.057 D_real: 0.000 D_fake: 0.181 +(epoch: 53, iters: 59168, time: 0.582, data: 0.018) G_GAN: 3.895 G_L1: 6.096 D_real: 0.000 D_fake: 0.044 +(epoch: 53, iters: 59268, time: 0.304, data: 0.024) G_GAN: 1.524 G_L1: 4.071 D_real: 0.001 D_fake: 0.119 +(epoch: 53, iters: 59368, time: 0.303, data: 0.020) G_GAN: 3.533 G_L1: 5.539 D_real: 0.000 D_fake: 0.447 +(epoch: 53, iters: 59468, time: 0.303, data: 0.019) G_GAN: 3.359 G_L1: 4.126 D_real: 0.000 D_fake: 0.058 +(epoch: 53, iters: 59568, time: 0.413, data: 0.020) G_GAN: 1.480 G_L1: 3.595 D_real: 0.000 D_fake: 0.282 +(epoch: 53, iters: 59668, time: 0.304, data: 0.020) G_GAN: 1.938 G_L1: 4.548 D_real: 0.001 D_fake: 0.126 +(epoch: 53, iters: 59768, time: 0.301, data: 0.019) G_GAN: 2.784 G_L1: 4.927 D_real: 0.000 D_fake: 0.120 +(epoch: 53, iters: 59868, time: 0.304, data: 0.019) G_GAN: 1.813 G_L1: 5.013 D_real: 0.001 D_fake: 0.279 +(epoch: 53, iters: 59968, time: 0.414, data: 0.020) G_GAN: 3.408 G_L1: 4.648 D_real: 0.000 D_fake: 0.106 +(epoch: 54, iters: 52, time: 0.287, data: 0.019) G_GAN: 3.321 G_L1: 5.756 D_real: 0.000 D_fake: 0.154 +(epoch: 54, iters: 152, time: 0.301, data: 0.016) G_GAN: 1.516 G_L1: 3.817 D_real: 0.001 D_fake: 0.187 +(epoch: 54, iters: 252, time: 0.299, data: 0.024) G_GAN: 2.256 G_L1: 3.880 D_real: 0.000 D_fake: 0.156 +(epoch: 54, iters: 352, time: 0.568, data: 0.021) G_GAN: 2.320 G_L1: 11.059 D_real: 0.000 D_fake: 0.407 +(epoch: 54, iters: 452, time: 0.300, data: 0.019) G_GAN: 1.545 G_L1: 3.862 D_real: 0.002 D_fake: 0.594 +(epoch: 54, iters: 552, time: 0.303, data: 0.020) G_GAN: 2.947 G_L1: 6.520 D_real: 0.000 D_fake: 0.529 +(epoch: 54, iters: 652, time: 0.301, data: 0.020) G_GAN: 3.359 G_L1: 5.911 D_real: 0.000 D_fake: 0.490 +(epoch: 54, iters: 752, time: 0.411, data: 0.019) G_GAN: 2.860 G_L1: 10.549 D_real: 0.002 D_fake: 0.486 +(epoch: 54, iters: 852, time: 0.304, data: 0.020) G_GAN: 4.091 G_L1: 10.205 D_real: 0.000 D_fake: 0.245 +(epoch: 54, iters: 952, time: 0.305, data: 0.023) G_GAN: 3.428 G_L1: 3.805 D_real: 0.013 D_fake: 0.057 +(epoch: 54, iters: 1052, time: 0.298, data: 0.019) G_GAN: 2.461 G_L1: 4.670 D_real: 0.000 D_fake: 0.214 +(epoch: 54, iters: 1152, time: 0.585, data: 0.019) G_GAN: 2.326 G_L1: 3.999 D_real: 0.000 D_fake: 0.199 +(epoch: 54, iters: 1252, time: 0.303, data: 0.020) G_GAN: 2.341 G_L1: 5.642 D_real: 0.002 D_fake: 0.229 +(epoch: 54, iters: 1352, time: 0.304, data: 0.020) G_GAN: 2.712 G_L1: 4.904 D_real: 0.000 D_fake: 0.286 +(epoch: 54, iters: 1452, time: 0.306, data: 0.019) G_GAN: 2.136 G_L1: 4.943 D_real: 0.000 D_fake: 0.368 +(epoch: 54, iters: 1552, time: 0.417, data: 0.020) G_GAN: 1.901 G_L1: 4.660 D_real: 0.000 D_fake: 0.422 +(epoch: 54, iters: 1652, time: 0.302, data: 0.021) G_GAN: 2.639 G_L1: 4.029 D_real: 0.000 D_fake: 0.125 +(epoch: 54, iters: 1752, time: 0.298, data: 0.021) G_GAN: 1.148 G_L1: 3.957 D_real: 0.001 D_fake: 0.269 +(epoch: 54, iters: 1852, time: 0.305, data: 0.019) G_GAN: 1.857 G_L1: 7.311 D_real: 0.005 D_fake: 0.330 +(epoch: 54, iters: 1952, time: 0.422, data: 0.020) G_GAN: 1.803 G_L1: 4.629 D_real: 0.001 D_fake: 0.429 +(epoch: 54, iters: 2052, time: 0.306, data: 0.020) G_GAN: 3.574 G_L1: 7.617 D_real: 0.000 D_fake: 1.229 +(epoch: 54, iters: 2152, time: 0.303, data: 0.020) G_GAN: 2.136 G_L1: 4.238 D_real: 0.001 D_fake: 0.378 +(epoch: 54, iters: 2252, time: 0.294, data: 0.019) G_GAN: 1.969 G_L1: 5.222 D_real: 0.000 D_fake: 0.478 +(epoch: 54, iters: 2352, time: 0.392, data: 0.019) G_GAN: 2.393 G_L1: 5.625 D_real: 0.000 D_fake: 0.181 +(epoch: 54, iters: 2452, time: 0.298, data: 0.019) G_GAN: 2.288 G_L1: 5.982 D_real: 0.000 D_fake: 0.455 +(epoch: 54, iters: 2552, time: 0.291, data: 0.019) G_GAN: 3.314 G_L1: 5.703 D_real: 0.000 D_fake: 0.241 +(epoch: 54, iters: 2652, time: 0.303, data: 0.018) G_GAN: 1.651 G_L1: 4.823 D_real: 0.000 D_fake: 0.544 +(epoch: 54, iters: 2752, time: 0.421, data: 0.020) G_GAN: 2.394 G_L1: 4.836 D_real: 0.000 D_fake: 0.507 +(epoch: 54, iters: 2852, time: 0.305, data: 0.020) G_GAN: 1.895 G_L1: 4.360 D_real: 0.000 D_fake: 0.456 +(epoch: 54, iters: 2952, time: 0.298, data: 0.020) G_GAN: 3.105 G_L1: 7.034 D_real: 0.001 D_fake: 0.762 +(epoch: 54, iters: 3052, time: 0.303, data: 0.020) G_GAN: 1.560 G_L1: 4.541 D_real: 0.000 D_fake: 0.402 +(epoch: 54, iters: 3152, time: 0.594, data: 0.020) G_GAN: 2.630 G_L1: 5.903 D_real: 0.014 D_fake: 0.278 +(epoch: 54, iters: 3252, time: 0.299, data: 0.018) G_GAN: 2.773 G_L1: 4.974 D_real: 0.000 D_fake: 0.341 +(epoch: 54, iters: 3352, time: 0.300, data: 0.020) G_GAN: 2.946 G_L1: 6.554 D_real: 0.000 D_fake: 0.273 +(epoch: 54, iters: 3452, time: 0.302, data: 0.019) G_GAN: 2.206 G_L1: 8.395 D_real: 0.000 D_fake: 0.560 +(epoch: 54, iters: 3552, time: 0.434, data: 0.020) G_GAN: 1.663 G_L1: 5.539 D_real: 0.000 D_fake: 0.525 +(epoch: 54, iters: 3652, time: 0.302, data: 0.020) G_GAN: 2.068 G_L1: 4.434 D_real: 0.001 D_fake: 0.407 +(epoch: 54, iters: 3752, time: 0.295, data: 0.020) G_GAN: 2.267 G_L1: 4.294 D_real: 0.000 D_fake: 0.178 +(epoch: 54, iters: 3852, time: 0.299, data: 0.018) G_GAN: 1.794 G_L1: 3.457 D_real: 0.001 D_fake: 0.318 +(epoch: 54, iters: 3952, time: 0.422, data: 0.019) G_GAN: 1.808 G_L1: 4.198 D_real: 0.000 D_fake: 0.426 +(epoch: 54, iters: 4052, time: 0.301, data: 0.019) G_GAN: 1.330 G_L1: 4.539 D_real: 0.000 D_fake: 0.365 +(epoch: 54, iters: 4152, time: 0.303, data: 0.022) G_GAN: 2.010 G_L1: 4.515 D_real: 0.000 D_fake: 0.188 +(epoch: 54, iters: 4252, time: 0.302, data: 0.020) G_GAN: 2.457 G_L1: 4.697 D_real: 0.000 D_fake: 0.405 +(epoch: 54, iters: 4352, time: 0.401, data: 0.019) G_GAN: 1.219 G_L1: 4.159 D_real: 0.000 D_fake: 0.502 +(epoch: 54, iters: 4452, time: 0.306, data: 0.018) G_GAN: 1.016 G_L1: 4.594 D_real: 0.000 D_fake: 1.147 +(epoch: 54, iters: 4552, time: 0.309, data: 0.019) G_GAN: 1.504 G_L1: 4.850 D_real: 0.001 D_fake: 0.677 +(epoch: 54, iters: 4652, time: 0.304, data: 0.018) G_GAN: 1.896 G_L1: 4.226 D_real: 0.000 D_fake: 0.366 +(epoch: 54, iters: 4752, time: 0.399, data: 0.019) G_GAN: 2.659 G_L1: 3.924 D_real: 0.010 D_fake: 0.142 +(epoch: 54, iters: 4852, time: 0.301, data: 0.018) G_GAN: 1.864 G_L1: 3.843 D_real: 0.000 D_fake: 0.339 +(epoch: 54, iters: 4952, time: 0.296, data: 0.019) G_GAN: 1.963 G_L1: 3.160 D_real: 0.003 D_fake: 0.342 +(epoch: 54, iters: 5052, time: 0.304, data: 0.018) G_GAN: 1.897 G_L1: 5.544 D_real: 0.001 D_fake: 0.397 +(epoch: 54, iters: 5152, time: 0.577, data: 0.017) G_GAN: 1.629 G_L1: 6.262 D_real: 0.000 D_fake: 0.554 +(epoch: 54, iters: 5252, time: 0.303, data: 0.017) G_GAN: 1.795 G_L1: 4.619 D_real: 0.000 D_fake: 0.639 +(epoch: 54, iters: 5352, time: 0.305, data: 0.019) G_GAN: 1.540 G_L1: 4.073 D_real: 0.000 D_fake: 1.359 +(epoch: 54, iters: 5452, time: 0.305, data: 0.018) G_GAN: 1.506 G_L1: 4.385 D_real: 0.000 D_fake: 0.481 +(epoch: 54, iters: 5552, time: 0.416, data: 0.018) G_GAN: 1.293 G_L1: 3.347 D_real: 0.001 D_fake: 0.394 +(epoch: 54, iters: 5652, time: 0.291, data: 0.018) G_GAN: 1.556 G_L1: 4.787 D_real: 0.003 D_fake: 0.247 +(epoch: 54, iters: 5752, time: 0.306, data: 0.018) G_GAN: 1.762 G_L1: 4.508 D_real: 0.000 D_fake: 0.414 +(epoch: 54, iters: 5852, time: 0.298, data: 0.019) G_GAN: 2.762 G_L1: 6.903 D_real: 0.000 D_fake: 0.310 +(epoch: 54, iters: 5952, time: 0.410, data: 0.017) G_GAN: 2.143 G_L1: 4.630 D_real: 0.001 D_fake: 0.258 +(epoch: 54, iters: 6052, time: 0.295, data: 0.019) G_GAN: 1.085 G_L1: 5.062 D_real: 0.000 D_fake: 2.194 +(epoch: 54, iters: 6152, time: 0.308, data: 0.019) G_GAN: 1.812 G_L1: 3.585 D_real: 0.003 D_fake: 0.463 +(epoch: 54, iters: 6252, time: 0.303, data: 0.017) G_GAN: 2.008 G_L1: 4.750 D_real: 0.000 D_fake: 0.324 +(epoch: 54, iters: 6352, time: 0.390, data: 0.019) G_GAN: 2.120 G_L1: 4.751 D_real: 0.000 D_fake: 0.285 +(epoch: 54, iters: 6452, time: 0.297, data: 0.018) G_GAN: 2.653 G_L1: 7.274 D_real: 0.003 D_fake: 0.274 +(epoch: 54, iters: 6552, time: 0.303, data: 0.016) G_GAN: 3.977 G_L1: 7.580 D_real: 0.124 D_fake: 0.306 +(epoch: 54, iters: 6652, time: 0.307, data: 0.019) G_GAN: 2.272 G_L1: 5.266 D_real: 0.000 D_fake: 0.555 +(epoch: 54, iters: 6752, time: 0.416, data: 0.018) G_GAN: 2.068 G_L1: 4.104 D_real: 0.000 D_fake: 0.468 +(epoch: 54, iters: 6852, time: 0.302, data: 0.019) G_GAN: 2.188 G_L1: 5.072 D_real: 0.003 D_fake: 0.403 +(epoch: 54, iters: 6952, time: 0.305, data: 0.023) G_GAN: 1.863 G_L1: 4.824 D_real: 0.000 D_fake: 0.357 +(epoch: 54, iters: 7052, time: 0.305, data: 0.018) G_GAN: 1.800 G_L1: 4.410 D_real: 0.000 D_fake: 0.538 +(epoch: 54, iters: 7152, time: 0.586, data: 0.018) G_GAN: 2.236 G_L1: 5.446 D_real: 0.005 D_fake: 0.449 +(epoch: 54, iters: 7252, time: 0.304, data: 0.019) G_GAN: 2.457 G_L1: 3.310 D_real: 0.000 D_fake: 0.330 +(epoch: 54, iters: 7352, time: 0.292, data: 0.019) G_GAN: 1.333 G_L1: 4.395 D_real: 0.000 D_fake: 0.411 +(epoch: 54, iters: 7452, time: 0.299, data: 0.018) G_GAN: 1.633 G_L1: 4.612 D_real: 0.000 D_fake: 0.331 +(epoch: 54, iters: 7552, time: 0.426, data: 0.018) G_GAN: 2.036 G_L1: 5.457 D_real: 0.000 D_fake: 0.462 +(epoch: 54, iters: 7652, time: 0.304, data: 0.018) G_GAN: 2.383 G_L1: 7.397 D_real: 0.006 D_fake: 0.393 +(epoch: 54, iters: 7752, time: 0.304, data: 0.019) G_GAN: 2.139 G_L1: 4.324 D_real: 0.000 D_fake: 0.214 +(epoch: 54, iters: 7852, time: 0.303, data: 0.019) G_GAN: 1.363 G_L1: 5.667 D_real: 0.000 D_fake: 0.572 +(epoch: 54, iters: 7952, time: 0.415, data: 0.019) G_GAN: 1.517 G_L1: 5.101 D_real: 0.000 D_fake: 0.582 +(epoch: 54, iters: 8052, time: 0.307, data: 0.019) G_GAN: 2.626 G_L1: 4.665 D_real: 0.007 D_fake: 0.162 +(epoch: 54, iters: 8152, time: 0.287, data: 0.021) G_GAN: 2.270 G_L1: 4.773 D_real: 0.001 D_fake: 0.211 +(epoch: 54, iters: 8252, time: 0.293, data: 0.019) G_GAN: 1.836 G_L1: 3.905 D_real: 0.000 D_fake: 0.496 +(epoch: 54, iters: 8352, time: 0.417, data: 0.016) G_GAN: 2.112 G_L1: 5.159 D_real: 0.000 D_fake: 0.379 +(epoch: 54, iters: 8452, time: 0.300, data: 0.018) G_GAN: 2.038 G_L1: 3.514 D_real: 0.000 D_fake: 0.306 +(epoch: 54, iters: 8552, time: 0.297, data: 0.018) G_GAN: 2.093 G_L1: 4.138 D_real: 0.000 D_fake: 0.327 +(epoch: 54, iters: 8652, time: 0.301, data: 0.018) G_GAN: 1.345 G_L1: 4.803 D_real: 0.000 D_fake: 0.511 +(epoch: 54, iters: 8752, time: 0.419, data: 0.019) G_GAN: 1.350 G_L1: 4.466 D_real: 0.001 D_fake: 0.923 +(epoch: 54, iters: 8852, time: 0.289, data: 0.019) G_GAN: 1.876 G_L1: 6.302 D_real: 0.000 D_fake: 0.366 +(epoch: 54, iters: 8952, time: 0.301, data: 0.018) G_GAN: 1.541 G_L1: 3.404 D_real: 0.000 D_fake: 0.519 +(epoch: 54, iters: 9052, time: 0.296, data: 0.019) G_GAN: 1.799 G_L1: 3.531 D_real: 0.003 D_fake: 0.488 +(epoch: 54, iters: 9152, time: 0.555, data: 0.019) G_GAN: 1.457 G_L1: 5.246 D_real: 0.000 D_fake: 1.013 +(epoch: 54, iters: 9252, time: 0.295, data: 0.018) G_GAN: 1.297 G_L1: 4.882 D_real: 0.000 D_fake: 1.257 +(epoch: 54, iters: 9352, time: 0.291, data: 0.019) G_GAN: 1.772 G_L1: 5.102 D_real: 0.013 D_fake: 1.212 +(epoch: 54, iters: 9452, time: 0.299, data: 0.017) G_GAN: 1.570 G_L1: 4.916 D_real: 0.002 D_fake: 0.887 +(epoch: 54, iters: 9552, time: 0.409, data: 0.018) G_GAN: 1.719 G_L1: 4.559 D_real: 0.000 D_fake: 0.727 +(epoch: 54, iters: 9652, time: 0.293, data: 0.019) G_GAN: 1.313 G_L1: 4.316 D_real: 0.000 D_fake: 0.486 +(epoch: 54, iters: 9752, time: 0.302, data: 0.016) G_GAN: 2.049 G_L1: 5.831 D_real: 0.000 D_fake: 0.392 +(epoch: 54, iters: 9852, time: 0.304, data: 0.018) G_GAN: 1.724 G_L1: 4.089 D_real: 0.000 D_fake: 0.344 +(epoch: 54, iters: 9952, time: 0.406, data: 0.019) G_GAN: 0.930 G_L1: 3.948 D_real: 0.001 D_fake: 0.632 +(epoch: 54, iters: 10052, time: 0.296, data: 0.020) G_GAN: 1.051 G_L1: 4.784 D_real: 0.000 D_fake: 0.952 +(epoch: 54, iters: 10152, time: 0.303, data: 0.019) G_GAN: 1.985 G_L1: 3.858 D_real: 0.003 D_fake: 0.139 +(epoch: 54, iters: 10252, time: 0.304, data: 0.021) G_GAN: 2.346 G_L1: 6.088 D_real: 0.000 D_fake: 0.460 +(epoch: 54, iters: 10352, time: 0.374, data: 0.022) G_GAN: 1.196 G_L1: 4.886 D_real: 0.001 D_fake: 0.658 +(epoch: 54, iters: 10452, time: 0.296, data: 0.016) G_GAN: 1.195 G_L1: 6.162 D_real: 0.000 D_fake: 0.565 +(epoch: 54, iters: 10552, time: 0.306, data: 0.017) G_GAN: 1.225 G_L1: 3.516 D_real: 0.000 D_fake: 0.999 +(epoch: 54, iters: 10652, time: 0.297, data: 0.021) G_GAN: 2.698 G_L1: 6.602 D_real: 0.000 D_fake: 0.186 +(epoch: 54, iters: 10752, time: 0.422, data: 0.018) G_GAN: 2.803 G_L1: 5.962 D_real: 0.004 D_fake: 0.094 +(epoch: 54, iters: 10852, time: 0.301, data: 0.020) G_GAN: 1.895 G_L1: 5.129 D_real: 0.000 D_fake: 0.259 +(epoch: 54, iters: 10952, time: 0.296, data: 0.020) G_GAN: 1.331 G_L1: 4.025 D_real: 0.000 D_fake: 0.622 +(epoch: 54, iters: 11052, time: 0.297, data: 0.018) G_GAN: 2.567 G_L1: 5.247 D_real: 0.001 D_fake: 0.211 +(epoch: 54, iters: 11152, time: 0.579, data: 0.019) G_GAN: 2.215 G_L1: 6.948 D_real: 0.000 D_fake: 0.747 +(epoch: 54, iters: 11252, time: 0.297, data: 0.017) G_GAN: 1.197 G_L1: 3.916 D_real: 0.000 D_fake: 0.706 +(epoch: 54, iters: 11352, time: 0.309, data: 0.020) G_GAN: 2.714 G_L1: 6.020 D_real: 0.000 D_fake: 0.198 +(epoch: 54, iters: 11452, time: 0.299, data: 0.019) G_GAN: 1.940 G_L1: 3.746 D_real: 0.000 D_fake: 0.633 +(epoch: 54, iters: 11552, time: 0.430, data: 0.019) G_GAN: 2.129 G_L1: 5.243 D_real: 0.000 D_fake: 0.395 +(epoch: 54, iters: 11652, time: 0.304, data: 0.020) G_GAN: 2.747 G_L1: 5.320 D_real: 0.000 D_fake: 0.191 +(epoch: 54, iters: 11752, time: 0.301, data: 0.023) G_GAN: 1.537 G_L1: 5.634 D_real: 0.000 D_fake: 0.366 +(epoch: 54, iters: 11852, time: 0.293, data: 0.019) G_GAN: 1.623 G_L1: 4.122 D_real: 0.000 D_fake: 0.381 +(epoch: 54, iters: 11952, time: 0.406, data: 0.019) G_GAN: 1.246 G_L1: 4.704 D_real: 0.000 D_fake: 0.721 +(epoch: 54, iters: 12052, time: 0.299, data: 0.018) G_GAN: 1.733 G_L1: 7.089 D_real: 0.000 D_fake: 0.894 +(epoch: 54, iters: 12152, time: 0.298, data: 0.019) G_GAN: 1.446 G_L1: 3.899 D_real: 0.036 D_fake: 0.992 +(epoch: 54, iters: 12252, time: 0.302, data: 0.017) G_GAN: 1.553 G_L1: 4.888 D_real: 0.000 D_fake: 0.398 +(epoch: 54, iters: 12352, time: 0.424, data: 0.019) G_GAN: 1.169 G_L1: 4.213 D_real: 0.000 D_fake: 0.727 +(epoch: 54, iters: 12452, time: 0.307, data: 0.017) G_GAN: 1.622 G_L1: 3.953 D_real: 0.012 D_fake: 0.527 +(epoch: 54, iters: 12552, time: 0.299, data: 0.019) G_GAN: 2.546 G_L1: 5.531 D_real: 0.000 D_fake: 0.214 +(epoch: 54, iters: 12652, time: 0.296, data: 0.018) G_GAN: 1.095 G_L1: 5.506 D_real: 0.000 D_fake: 0.748 +(epoch: 54, iters: 12752, time: 0.424, data: 0.019) G_GAN: 1.089 G_L1: 4.751 D_real: 0.001 D_fake: 0.587 +(epoch: 54, iters: 12852, time: 0.302, data: 0.019) G_GAN: 2.400 G_L1: 4.925 D_real: 0.105 D_fake: 0.471 +(epoch: 54, iters: 12952, time: 0.298, data: 0.019) G_GAN: 0.985 G_L1: 5.004 D_real: 0.000 D_fake: 0.864 +(epoch: 54, iters: 13052, time: 0.291, data: 0.018) G_GAN: 3.086 G_L1: 4.944 D_real: 0.016 D_fake: 0.417 +(epoch: 54, iters: 13152, time: 0.594, data: 0.018) G_GAN: 1.479 G_L1: 4.348 D_real: 0.000 D_fake: 0.697 +(epoch: 54, iters: 13252, time: 0.299, data: 0.020) G_GAN: 1.538 G_L1: 3.793 D_real: 0.001 D_fake: 0.448 +(epoch: 54, iters: 13352, time: 0.305, data: 0.019) G_GAN: 1.119 G_L1: 4.505 D_real: 0.000 D_fake: 0.571 +(epoch: 54, iters: 13452, time: 0.298, data: 0.019) G_GAN: 1.335 G_L1: 4.249 D_real: 0.005 D_fake: 0.737 +(epoch: 54, iters: 13552, time: 0.430, data: 0.018) G_GAN: 1.684 G_L1: 4.939 D_real: 0.001 D_fake: 0.544 +(epoch: 54, iters: 13652, time: 0.303, data: 0.018) G_GAN: 2.398 G_L1: 10.840 D_real: 0.001 D_fake: 0.214 +(epoch: 54, iters: 13752, time: 0.302, data: 0.020) G_GAN: 1.711 G_L1: 5.991 D_real: 0.182 D_fake: 0.418 +(epoch: 54, iters: 13852, time: 0.296, data: 0.018) G_GAN: 1.115 G_L1: 4.951 D_real: 0.000 D_fake: 1.066 +(epoch: 54, iters: 13952, time: 0.415, data: 0.019) G_GAN: 0.889 G_L1: 4.141 D_real: 0.000 D_fake: 1.051 +(epoch: 54, iters: 14052, time: 0.297, data: 0.019) G_GAN: 1.656 G_L1: 3.670 D_real: 0.000 D_fake: 0.402 +(epoch: 54, iters: 14152, time: 0.308, data: 0.018) G_GAN: 1.316 G_L1: 4.100 D_real: 0.000 D_fake: 0.481 +(epoch: 54, iters: 14252, time: 0.302, data: 0.020) G_GAN: 1.682 G_L1: 4.693 D_real: 0.000 D_fake: 0.660 +(epoch: 54, iters: 14352, time: 0.420, data: 0.018) G_GAN: 1.586 G_L1: 5.522 D_real: 0.000 D_fake: 1.076 +(epoch: 54, iters: 14452, time: 0.292, data: 0.018) G_GAN: 2.307 G_L1: 4.364 D_real: 0.000 D_fake: 0.190 +(epoch: 54, iters: 14552, time: 0.289, data: 0.018) G_GAN: 1.333 G_L1: 4.777 D_real: 0.000 D_fake: 0.512 +(epoch: 54, iters: 14652, time: 0.305, data: 0.017) G_GAN: 1.985 G_L1: 4.716 D_real: 0.001 D_fake: 0.280 +(epoch: 54, iters: 14752, time: 0.416, data: 0.019) G_GAN: 1.983 G_L1: 3.952 D_real: 0.002 D_fake: 0.307 +(epoch: 54, iters: 14852, time: 0.292, data: 0.019) G_GAN: 1.759 G_L1: 4.925 D_real: 0.001 D_fake: 0.270 +(epoch: 54, iters: 14952, time: 0.298, data: 0.018) G_GAN: 1.508 G_L1: 7.197 D_real: 0.000 D_fake: 0.669 +(epoch: 54, iters: 15052, time: 0.306, data: 0.021) G_GAN: 2.864 G_L1: 6.152 D_real: 0.013 D_fake: 0.143 +(epoch: 54, iters: 15152, time: 0.635, data: 0.018) G_GAN: 1.679 G_L1: 5.067 D_real: 0.002 D_fake: 0.393 +(epoch: 54, iters: 15252, time: 0.305, data: 0.020) G_GAN: 1.355 G_L1: 4.521 D_real: 0.017 D_fake: 0.512 +(epoch: 54, iters: 15352, time: 0.302, data: 0.020) G_GAN: 2.060 G_L1: 6.776 D_real: 0.002 D_fake: 0.330 +(epoch: 54, iters: 15452, time: 0.295, data: 0.018) G_GAN: 1.575 G_L1: 4.207 D_real: 0.007 D_fake: 0.558 +(epoch: 54, iters: 15552, time: 0.403, data: 0.018) G_GAN: 1.720 G_L1: 4.191 D_real: 0.000 D_fake: 0.441 +(epoch: 54, iters: 15652, time: 0.302, data: 0.019) G_GAN: 1.995 G_L1: 4.607 D_real: 0.000 D_fake: 0.365 +(epoch: 54, iters: 15752, time: 0.297, data: 0.019) G_GAN: 1.266 G_L1: 6.057 D_real: 0.000 D_fake: 0.635 +(epoch: 54, iters: 15852, time: 0.302, data: 0.018) G_GAN: 1.482 G_L1: 3.969 D_real: 0.015 D_fake: 0.453 +(epoch: 54, iters: 15952, time: 0.432, data: 0.019) G_GAN: 1.850 G_L1: 7.286 D_real: 0.000 D_fake: 0.500 +(epoch: 54, iters: 16052, time: 0.305, data: 0.019) G_GAN: 1.874 G_L1: 5.769 D_real: 0.000 D_fake: 0.200 +(epoch: 54, iters: 16152, time: 0.302, data: 0.020) G_GAN: 1.357 G_L1: 5.139 D_real: 0.000 D_fake: 0.522 +(epoch: 54, iters: 16252, time: 0.303, data: 0.024) G_GAN: 1.392 G_L1: 5.365 D_real: 0.021 D_fake: 0.580 +(epoch: 54, iters: 16352, time: 0.428, data: 0.018) G_GAN: 1.228 G_L1: 6.538 D_real: 0.000 D_fake: 0.919 +(epoch: 54, iters: 16452, time: 0.290, data: 0.019) G_GAN: 1.162 G_L1: 4.778 D_real: 0.001 D_fake: 0.484 +(epoch: 54, iters: 16552, time: 0.308, data: 0.019) G_GAN: 2.352 G_L1: 7.448 D_real: 0.007 D_fake: 0.387 +(epoch: 54, iters: 16652, time: 0.306, data: 0.018) G_GAN: 1.656 G_L1: 3.583 D_real: 0.000 D_fake: 0.439 +(epoch: 54, iters: 16752, time: 0.428, data: 0.019) G_GAN: 2.671 G_L1: 8.152 D_real: 0.006 D_fake: 0.677 +(epoch: 54, iters: 16852, time: 0.304, data: 0.019) G_GAN: 1.034 G_L1: 5.203 D_real: 0.000 D_fake: 0.733 +(epoch: 54, iters: 16952, time: 0.301, data: 0.019) G_GAN: 1.063 G_L1: 4.382 D_real: 0.002 D_fake: 0.579 +(epoch: 54, iters: 17052, time: 0.300, data: 0.019) G_GAN: 1.051 G_L1: 4.346 D_real: 0.003 D_fake: 0.529 +(epoch: 54, iters: 17152, time: 0.587, data: 0.022) G_GAN: 1.561 G_L1: 3.754 D_real: 0.002 D_fake: 0.363 +(epoch: 54, iters: 17252, time: 0.300, data: 0.022) G_GAN: 1.136 G_L1: 4.007 D_real: 0.000 D_fake: 0.576 +(epoch: 54, iters: 17352, time: 0.299, data: 0.019) G_GAN: 1.660 G_L1: 4.653 D_real: 0.005 D_fake: 0.767 +(epoch: 54, iters: 17452, time: 0.289, data: 0.019) G_GAN: 1.541 G_L1: 5.330 D_real: 0.000 D_fake: 0.443 +(epoch: 54, iters: 17552, time: 0.418, data: 0.017) G_GAN: 0.909 G_L1: 3.849 D_real: 0.010 D_fake: 0.665 +(epoch: 54, iters: 17652, time: 0.301, data: 0.019) G_GAN: 1.687 G_L1: 6.942 D_real: 0.000 D_fake: 0.716 +(epoch: 54, iters: 17752, time: 0.302, data: 0.018) G_GAN: 1.428 G_L1: 4.273 D_real: 0.000 D_fake: 0.523 +(epoch: 54, iters: 17852, time: 0.305, data: 0.024) G_GAN: 1.484 G_L1: 4.628 D_real: 0.004 D_fake: 0.475 +(epoch: 54, iters: 17952, time: 0.420, data: 0.018) G_GAN: 1.392 G_L1: 5.738 D_real: 0.002 D_fake: 0.603 +(epoch: 54, iters: 18052, time: 0.293, data: 0.018) G_GAN: 1.083 G_L1: 4.495 D_real: 0.008 D_fake: 0.601 +(epoch: 54, iters: 18152, time: 0.290, data: 0.018) G_GAN: 2.433 G_L1: 7.757 D_real: 0.028 D_fake: 0.316 +(epoch: 54, iters: 18252, time: 0.303, data: 0.017) G_GAN: 1.660 G_L1: 5.150 D_real: 0.001 D_fake: 0.390 +(epoch: 54, iters: 18352, time: 0.421, data: 0.018) G_GAN: 1.046 G_L1: 4.688 D_real: 0.000 D_fake: 0.655 +(epoch: 54, iters: 18452, time: 0.301, data: 0.019) G_GAN: 2.129 G_L1: 6.116 D_real: 0.000 D_fake: 0.289 +(epoch: 54, iters: 18552, time: 0.301, data: 0.019) G_GAN: 1.427 G_L1: 4.253 D_real: 0.000 D_fake: 0.503 +(epoch: 54, iters: 18652, time: 0.301, data: 0.020) G_GAN: 1.454 G_L1: 3.959 D_real: 0.000 D_fake: 0.675 +(epoch: 54, iters: 18752, time: 0.384, data: 0.018) G_GAN: 1.387 G_L1: 5.696 D_real: 0.001 D_fake: 0.446 +(epoch: 54, iters: 18852, time: 0.300, data: 0.018) G_GAN: 1.788 G_L1: 3.965 D_real: 0.002 D_fake: 0.296 +(epoch: 54, iters: 18952, time: 0.304, data: 0.020) G_GAN: 1.206 G_L1: 4.780 D_real: 0.000 D_fake: 0.709 +(epoch: 54, iters: 19052, time: 0.303, data: 0.019) G_GAN: 1.114 G_L1: 4.061 D_real: 0.000 D_fake: 0.856 +(epoch: 54, iters: 19152, time: 0.591, data: 0.020) G_GAN: 2.572 G_L1: 6.596 D_real: 0.001 D_fake: 0.558 +(epoch: 54, iters: 19252, time: 0.294, data: 0.020) G_GAN: 1.144 G_L1: 4.270 D_real: 0.014 D_fake: 1.202 +(epoch: 54, iters: 19352, time: 0.301, data: 0.019) G_GAN: 1.684 G_L1: 5.703 D_real: 0.000 D_fake: 0.631 +(epoch: 54, iters: 19452, time: 0.303, data: 0.020) G_GAN: 1.594 G_L1: 3.845 D_real: 0.000 D_fake: 0.420 +(epoch: 54, iters: 19552, time: 0.431, data: 0.019) G_GAN: 2.458 G_L1: 8.879 D_real: 0.000 D_fake: 0.261 +(epoch: 54, iters: 19652, time: 0.303, data: 0.020) G_GAN: 1.280 G_L1: 6.082 D_real: 0.000 D_fake: 0.596 +(epoch: 54, iters: 19752, time: 0.291, data: 0.019) G_GAN: 1.393 G_L1: 4.749 D_real: 0.001 D_fake: 0.842 +(epoch: 54, iters: 19852, time: 0.302, data: 0.019) G_GAN: 1.664 G_L1: 5.525 D_real: 0.005 D_fake: 0.233 +(epoch: 54, iters: 19952, time: 0.428, data: 0.020) G_GAN: 1.104 G_L1: 5.007 D_real: 0.000 D_fake: 0.684 +(epoch: 54, iters: 20052, time: 0.304, data: 0.018) G_GAN: 1.558 G_L1: 4.960 D_real: 0.000 D_fake: 0.587 +(epoch: 54, iters: 20152, time: 0.302, data: 0.021) G_GAN: 1.789 G_L1: 4.317 D_real: 0.000 D_fake: 0.451 +(epoch: 54, iters: 20252, time: 0.302, data: 0.019) G_GAN: 1.025 G_L1: 4.260 D_real: 0.000 D_fake: 0.562 +(epoch: 54, iters: 20352, time: 0.412, data: 0.020) G_GAN: 1.137 G_L1: 4.638 D_real: 0.003 D_fake: 0.782 +(epoch: 54, iters: 20452, time: 0.304, data: 0.018) G_GAN: 1.679 G_L1: 4.861 D_real: 0.001 D_fake: 0.506 +(epoch: 54, iters: 20552, time: 0.288, data: 0.018) G_GAN: 1.490 G_L1: 4.623 D_real: 0.001 D_fake: 0.293 +(epoch: 54, iters: 20652, time: 0.302, data: 0.017) G_GAN: 1.356 G_L1: 5.135 D_real: 0.000 D_fake: 0.473 +(epoch: 54, iters: 20752, time: 0.386, data: 0.018) G_GAN: 2.113 G_L1: 6.121 D_real: 0.006 D_fake: 0.624 +(epoch: 54, iters: 20852, time: 0.301, data: 0.019) G_GAN: 1.786 G_L1: 7.659 D_real: 0.000 D_fake: 0.495 +(epoch: 54, iters: 20952, time: 0.301, data: 0.019) G_GAN: 2.208 G_L1: 5.767 D_real: 0.000 D_fake: 0.660 +(epoch: 54, iters: 21052, time: 0.295, data: 0.019) G_GAN: 1.035 G_L1: 4.822 D_real: 0.000 D_fake: 0.419 +(epoch: 54, iters: 21152, time: 0.583, data: 0.020) G_GAN: 1.357 G_L1: 4.185 D_real: 0.000 D_fake: 0.484 +(epoch: 54, iters: 21252, time: 0.297, data: 0.019) G_GAN: 1.353 G_L1: 5.336 D_real: 0.000 D_fake: 0.469 +(epoch: 54, iters: 21352, time: 0.298, data: 0.018) G_GAN: 3.186 G_L1: 5.160 D_real: 0.000 D_fake: 0.159 +(epoch: 54, iters: 21452, time: 0.307, data: 0.018) G_GAN: 1.721 G_L1: 6.774 D_real: 0.000 D_fake: 0.625 +(epoch: 54, iters: 21552, time: 0.407, data: 0.019) G_GAN: 1.228 G_L1: 4.132 D_real: 0.000 D_fake: 0.492 +(epoch: 54, iters: 21652, time: 0.306, data: 0.023) G_GAN: 1.635 G_L1: 5.504 D_real: 0.000 D_fake: 0.548 +(epoch: 54, iters: 21752, time: 0.305, data: 0.019) G_GAN: 1.249 G_L1: 4.369 D_real: 0.001 D_fake: 0.427 +(epoch: 54, iters: 21852, time: 0.310, data: 0.018) G_GAN: 1.026 G_L1: 4.915 D_real: 0.001 D_fake: 0.963 +(epoch: 54, iters: 21952, time: 0.412, data: 0.021) G_GAN: 1.586 G_L1: 6.292 D_real: 0.001 D_fake: 1.836 +(epoch: 54, iters: 22052, time: 0.301, data: 0.019) G_GAN: 1.498 G_L1: 5.533 D_real: 0.000 D_fake: 0.410 +(epoch: 54, iters: 22152, time: 0.297, data: 0.018) G_GAN: 1.219 G_L1: 4.498 D_real: 0.000 D_fake: 0.598 +(epoch: 54, iters: 22252, time: 0.299, data: 0.019) G_GAN: 1.553 G_L1: 6.370 D_real: 0.014 D_fake: 0.772 +(epoch: 54, iters: 22352, time: 0.437, data: 0.020) G_GAN: 2.230 G_L1: 7.417 D_real: 0.001 D_fake: 0.370 +(epoch: 54, iters: 22452, time: 0.299, data: 0.018) G_GAN: 1.078 G_L1: 3.696 D_real: 0.000 D_fake: 0.399 +(epoch: 54, iters: 22552, time: 0.300, data: 0.024) G_GAN: 2.249 G_L1: 5.083 D_real: 0.000 D_fake: 0.283 +(epoch: 54, iters: 22652, time: 0.299, data: 0.018) G_GAN: 1.099 G_L1: 3.673 D_real: 0.000 D_fake: 0.862 +(epoch: 54, iters: 22752, time: 0.409, data: 0.019) G_GAN: 1.142 G_L1: 4.181 D_real: 0.000 D_fake: 0.540 +(epoch: 54, iters: 22852, time: 0.301, data: 0.019) G_GAN: 1.736 G_L1: 5.845 D_real: 0.001 D_fake: 0.482 +(epoch: 54, iters: 22952, time: 0.303, data: 0.018) G_GAN: 1.903 G_L1: 4.715 D_real: 0.005 D_fake: 0.362 +(epoch: 54, iters: 23052, time: 0.299, data: 0.018) G_GAN: 2.023 G_L1: 7.253 D_real: 0.013 D_fake: 0.267 +(epoch: 54, iters: 23152, time: 0.590, data: 0.019) G_GAN: 1.103 G_L1: 3.439 D_real: 0.000 D_fake: 0.540 +(epoch: 54, iters: 23252, time: 0.300, data: 0.019) G_GAN: 1.100 G_L1: 5.070 D_real: 0.001 D_fake: 0.727 +(epoch: 54, iters: 23352, time: 0.295, data: 0.019) G_GAN: 1.264 G_L1: 4.613 D_real: 0.000 D_fake: 0.434 +(epoch: 54, iters: 23452, time: 0.301, data: 0.018) G_GAN: 1.230 G_L1: 4.488 D_real: 0.000 D_fake: 0.596 +(epoch: 54, iters: 23552, time: 0.427, data: 0.019) G_GAN: 1.683 G_L1: 5.718 D_real: 0.001 D_fake: 0.318 +(epoch: 54, iters: 23652, time: 0.296, data: 0.022) G_GAN: 1.351 G_L1: 5.143 D_real: 0.000 D_fake: 0.557 +(epoch: 54, iters: 23752, time: 0.305, data: 0.020) G_GAN: 1.289 G_L1: 4.062 D_real: 0.013 D_fake: 0.502 +(epoch: 54, iters: 23852, time: 0.304, data: 0.019) G_GAN: 1.328 G_L1: 5.650 D_real: 0.001 D_fake: 0.627 +(epoch: 54, iters: 23952, time: 0.432, data: 0.019) G_GAN: 1.322 G_L1: 4.434 D_real: 0.000 D_fake: 0.585 +(epoch: 54, iters: 24052, time: 0.303, data: 0.018) G_GAN: 0.984 G_L1: 4.160 D_real: 0.001 D_fake: 0.555 +(epoch: 54, iters: 24152, time: 0.300, data: 0.018) G_GAN: 1.446 G_L1: 4.492 D_real: 0.000 D_fake: 0.530 +(epoch: 54, iters: 24252, time: 0.311, data: 0.018) G_GAN: 1.315 G_L1: 5.097 D_real: 0.001 D_fake: 0.656 +(epoch: 54, iters: 24352, time: 0.393, data: 0.020) G_GAN: 1.242 G_L1: 4.338 D_real: 0.000 D_fake: 0.651 +(epoch: 54, iters: 24452, time: 0.303, data: 0.019) G_GAN: 1.424 G_L1: 6.901 D_real: 0.000 D_fake: 0.619 +(epoch: 54, iters: 24552, time: 0.297, data: 0.019) G_GAN: 1.294 G_L1: 7.244 D_real: 0.000 D_fake: 1.005 +(epoch: 54, iters: 24652, time: 0.305, data: 0.026) G_GAN: 1.702 G_L1: 7.845 D_real: 0.001 D_fake: 0.655 +(epoch: 54, iters: 24752, time: 0.408, data: 0.020) G_GAN: 1.271 G_L1: 4.445 D_real: 0.000 D_fake: 0.357 +(epoch: 54, iters: 24852, time: 0.296, data: 0.018) G_GAN: 2.199 G_L1: 4.566 D_real: 0.005 D_fake: 0.380 +(epoch: 54, iters: 24952, time: 0.288, data: 0.019) G_GAN: 2.661 G_L1: 5.536 D_real: 0.000 D_fake: 0.307 +(epoch: 54, iters: 25052, time: 0.305, data: 0.016) G_GAN: 1.060 G_L1: 7.961 D_real: 0.002 D_fake: 0.770 +(epoch: 54, iters: 25152, time: 0.572, data: 0.018) G_GAN: 1.531 G_L1: 4.835 D_real: 0.000 D_fake: 0.459 +(epoch: 54, iters: 25252, time: 0.302, data: 0.019) G_GAN: 1.552 G_L1: 4.391 D_real: 0.000 D_fake: 0.579 +(epoch: 54, iters: 25352, time: 0.303, data: 0.019) G_GAN: 1.423 G_L1: 4.447 D_real: 0.001 D_fake: 0.497 +(epoch: 54, iters: 25452, time: 0.293, data: 0.019) G_GAN: 1.470 G_L1: 7.679 D_real: 0.003 D_fake: 1.070 +(epoch: 54, iters: 25552, time: 0.419, data: 0.018) G_GAN: 1.161 G_L1: 4.665 D_real: 0.000 D_fake: 0.672 +(epoch: 54, iters: 25652, time: 0.304, data: 0.019) G_GAN: 1.775 G_L1: 4.512 D_real: 0.001 D_fake: 0.339 +(epoch: 54, iters: 25752, time: 0.295, data: 0.019) G_GAN: 1.241 G_L1: 5.127 D_real: 0.001 D_fake: 0.458 +(epoch: 54, iters: 25852, time: 0.298, data: 0.017) G_GAN: 1.349 G_L1: 3.831 D_real: 0.000 D_fake: 0.554 +(epoch: 54, iters: 25952, time: 0.423, data: 0.019) G_GAN: 1.554 G_L1: 4.986 D_real: 0.011 D_fake: 0.348 +(epoch: 54, iters: 26052, time: 0.302, data: 0.018) G_GAN: 2.297 G_L1: 5.920 D_real: 0.000 D_fake: 0.243 +(epoch: 54, iters: 26152, time: 0.304, data: 0.020) G_GAN: 1.708 G_L1: 4.190 D_real: 0.000 D_fake: 0.250 +(epoch: 54, iters: 26252, time: 0.293, data: 0.021) G_GAN: 1.311 G_L1: 5.882 D_real: 0.008 D_fake: 0.752 +(epoch: 54, iters: 26352, time: 0.397, data: 0.018) G_GAN: 0.989 G_L1: 3.767 D_real: 0.000 D_fake: 0.691 +(epoch: 54, iters: 26452, time: 0.300, data: 0.021) G_GAN: 1.258 G_L1: 5.070 D_real: 0.000 D_fake: 0.478 +(epoch: 54, iters: 26552, time: 0.302, data: 0.018) G_GAN: 1.431 G_L1: 3.549 D_real: 0.001 D_fake: 0.447 +(epoch: 54, iters: 26652, time: 0.299, data: 0.020) G_GAN: 1.284 G_L1: 3.986 D_real: 0.001 D_fake: 0.524 +(epoch: 54, iters: 26752, time: 0.432, data: 0.019) G_GAN: 1.469 G_L1: 9.634 D_real: 0.001 D_fake: 0.285 +(epoch: 54, iters: 26852, time: 0.295, data: 0.018) G_GAN: 1.961 G_L1: 6.161 D_real: 0.000 D_fake: 0.440 +(epoch: 54, iters: 26952, time: 0.303, data: 0.018) G_GAN: 1.682 G_L1: 7.983 D_real: 0.210 D_fake: 0.374 +(epoch: 54, iters: 27052, time: 0.304, data: 0.019) G_GAN: 1.317 G_L1: 4.074 D_real: 0.000 D_fake: 0.547 +(epoch: 54, iters: 27152, time: 0.579, data: 0.019) G_GAN: 2.422 G_L1: 8.788 D_real: 0.001 D_fake: 0.332 +(epoch: 54, iters: 27252, time: 0.304, data: 0.017) G_GAN: 1.349 G_L1: 4.220 D_real: 0.000 D_fake: 0.416 +(epoch: 54, iters: 27352, time: 0.306, data: 0.018) G_GAN: 1.154 G_L1: 5.272 D_real: 0.000 D_fake: 0.665 +(epoch: 54, iters: 27452, time: 0.303, data: 0.021) G_GAN: 0.961 G_L1: 3.669 D_real: 0.000 D_fake: 0.741 +(epoch: 54, iters: 27552, time: 0.403, data: 0.020) G_GAN: 0.884 G_L1: 3.856 D_real: 0.000 D_fake: 0.645 +(epoch: 54, iters: 27652, time: 0.297, data: 0.019) G_GAN: 1.273 G_L1: 4.264 D_real: 0.000 D_fake: 0.533 +(epoch: 54, iters: 27752, time: 0.302, data: 0.019) G_GAN: 0.985 G_L1: 4.142 D_real: 0.000 D_fake: 0.440 +(epoch: 54, iters: 27852, time: 0.296, data: 0.018) G_GAN: 1.739 G_L1: 4.080 D_real: 0.000 D_fake: 0.314 +(epoch: 54, iters: 27952, time: 0.416, data: 0.020) G_GAN: 1.242 G_L1: 5.145 D_real: 0.013 D_fake: 0.825 +(epoch: 54, iters: 28052, time: 0.300, data: 0.019) G_GAN: 0.740 G_L1: 3.487 D_real: 0.006 D_fake: 0.844 +(epoch: 54, iters: 28152, time: 0.293, data: 0.019) G_GAN: 2.475 G_L1: 6.175 D_real: 0.009 D_fake: 0.266 +(epoch: 54, iters: 28252, time: 0.294, data: 0.024) G_GAN: 1.155 G_L1: 4.700 D_real: 0.000 D_fake: 0.489 +(epoch: 54, iters: 28352, time: 0.416, data: 0.021) G_GAN: 1.029 G_L1: 5.601 D_real: 0.000 D_fake: 0.857 +(epoch: 54, iters: 28452, time: 0.310, data: 0.020) G_GAN: 1.254 G_L1: 4.728 D_real: 0.001 D_fake: 0.575 +(epoch: 54, iters: 28552, time: 0.303, data: 0.020) G_GAN: 0.675 G_L1: 3.781 D_real: 0.000 D_fake: 0.952 +(epoch: 54, iters: 28652, time: 0.304, data: 0.019) G_GAN: 2.717 G_L1: 7.014 D_real: 0.039 D_fake: 0.240 +(epoch: 54, iters: 28752, time: 0.426, data: 0.018) G_GAN: 1.077 G_L1: 4.755 D_real: 0.000 D_fake: 0.715 +(epoch: 54, iters: 28852, time: 0.293, data: 0.019) G_GAN: 1.087 G_L1: 4.182 D_real: 0.000 D_fake: 0.580 +(epoch: 54, iters: 28952, time: 0.305, data: 0.021) G_GAN: 1.242 G_L1: 12.329 D_real: 0.055 D_fake: 0.533 +(epoch: 54, iters: 29052, time: 0.297, data: 0.022) G_GAN: 0.979 G_L1: 2.662 D_real: 0.008 D_fake: 0.518 +(epoch: 54, iters: 29152, time: 0.547, data: 0.019) G_GAN: 0.993 G_L1: 3.910 D_real: 0.000 D_fake: 0.743 +(epoch: 54, iters: 29252, time: 0.299, data: 0.019) G_GAN: 0.958 G_L1: 4.046 D_real: 0.005 D_fake: 0.781 +(epoch: 54, iters: 29352, time: 0.295, data: 0.019) G_GAN: 1.648 G_L1: 4.808 D_real: 0.000 D_fake: 0.423 +(epoch: 54, iters: 29452, time: 0.301, data: 0.017) G_GAN: 1.772 G_L1: 3.362 D_real: 0.000 D_fake: 0.488 +(epoch: 54, iters: 29552, time: 0.410, data: 0.019) G_GAN: 1.044 G_L1: 3.183 D_real: 0.002 D_fake: 1.061 +(epoch: 54, iters: 29652, time: 0.304, data: 0.018) G_GAN: 0.832 G_L1: 3.170 D_real: 0.005 D_fake: 0.932 +(epoch: 54, iters: 29752, time: 0.293, data: 0.021) G_GAN: 1.151 G_L1: 5.352 D_real: 0.000 D_fake: 1.011 +(epoch: 54, iters: 29852, time: 0.305, data: 0.017) G_GAN: 0.643 G_L1: 4.110 D_real: 0.002 D_fake: 1.316 +(epoch: 54, iters: 29952, time: 0.407, data: 0.018) G_GAN: 1.204 G_L1: 5.635 D_real: 0.000 D_fake: 0.449 +(epoch: 54, iters: 30052, time: 0.297, data: 0.016) G_GAN: 1.326 G_L1: 5.250 D_real: 0.000 D_fake: 0.520 +(epoch: 54, iters: 30152, time: 0.299, data: 0.018) G_GAN: 1.032 G_L1: 3.999 D_real: 0.000 D_fake: 0.480 +(epoch: 54, iters: 30252, time: 0.303, data: 0.018) G_GAN: 1.429 G_L1: 5.763 D_real: 0.003 D_fake: 0.608 +(epoch: 54, iters: 30352, time: 0.391, data: 0.020) G_GAN: 0.925 G_L1: 6.753 D_real: 0.049 D_fake: 1.017 +(epoch: 54, iters: 30452, time: 0.296, data: 0.020) G_GAN: 1.115 G_L1: 3.467 D_real: 0.001 D_fake: 0.683 +(epoch: 54, iters: 30552, time: 0.295, data: 0.017) G_GAN: 1.190 G_L1: 4.258 D_real: 0.012 D_fake: 0.425 +(epoch: 54, iters: 30652, time: 0.304, data: 0.018) G_GAN: 1.244 G_L1: 3.738 D_real: 0.001 D_fake: 0.642 +(epoch: 54, iters: 30752, time: 0.392, data: 0.020) G_GAN: 1.587 G_L1: 4.966 D_real: 0.051 D_fake: 0.294 +(epoch: 54, iters: 30852, time: 0.305, data: 0.021) G_GAN: 1.776 G_L1: 4.786 D_real: 0.248 D_fake: 0.150 +(epoch: 54, iters: 30952, time: 0.299, data: 0.019) G_GAN: 1.592 G_L1: 4.304 D_real: 0.104 D_fake: 0.454 +(epoch: 54, iters: 31052, time: 0.302, data: 0.017) G_GAN: 1.966 G_L1: 3.789 D_real: 0.016 D_fake: 0.309 +(epoch: 54, iters: 31152, time: 0.633, data: 0.022) G_GAN: 1.517 G_L1: 3.795 D_real: 0.012 D_fake: 0.550 +(epoch: 54, iters: 31252, time: 0.309, data: 0.018) G_GAN: 2.232 G_L1: 6.203 D_real: 0.001 D_fake: 0.328 +(epoch: 54, iters: 31352, time: 0.298, data: 0.020) G_GAN: 3.495 G_L1: 7.199 D_real: 0.014 D_fake: 0.327 +(epoch: 54, iters: 31452, time: 0.304, data: 0.020) G_GAN: 2.333 G_L1: 3.932 D_real: 0.144 D_fake: 0.578 +(epoch: 54, iters: 31552, time: 0.395, data: 0.023) G_GAN: 1.738 G_L1: 4.002 D_real: 0.009 D_fake: 0.561 +(epoch: 54, iters: 31652, time: 0.300, data: 0.018) G_GAN: 1.464 G_L1: 4.292 D_real: 0.004 D_fake: 0.473 +(epoch: 54, iters: 31752, time: 0.296, data: 0.018) G_GAN: 1.814 G_L1: 4.976 D_real: 0.028 D_fake: 0.468 +(epoch: 54, iters: 31852, time: 0.286, data: 0.018) G_GAN: 2.908 G_L1: 5.186 D_real: 0.001 D_fake: 0.115 +(epoch: 54, iters: 31952, time: 0.418, data: 0.018) G_GAN: 3.847 G_L1: 8.133 D_real: 0.086 D_fake: 0.163 +(epoch: 54, iters: 32052, time: 0.297, data: 0.018) G_GAN: 3.055 G_L1: 6.485 D_real: 0.007 D_fake: 0.132 +(epoch: 54, iters: 32152, time: 0.300, data: 0.018) G_GAN: 2.169 G_L1: 11.775 D_real: 0.506 D_fake: 0.194 +(epoch: 54, iters: 32252, time: 0.307, data: 0.020) G_GAN: 2.279 G_L1: 7.235 D_real: 0.019 D_fake: 0.324 +(epoch: 54, iters: 32352, time: 0.411, data: 0.020) G_GAN: 3.022 G_L1: 3.874 D_real: 0.090 D_fake: 0.588 +(epoch: 54, iters: 32452, time: 0.302, data: 0.018) G_GAN: 3.305 G_L1: 3.783 D_real: 0.013 D_fake: 0.231 +(epoch: 54, iters: 32552, time: 0.295, data: 0.019) G_GAN: 3.309 G_L1: 4.374 D_real: 0.132 D_fake: 0.158 +(epoch: 54, iters: 32652, time: 0.299, data: 0.017) G_GAN: 2.143 G_L1: 4.000 D_real: 0.231 D_fake: 0.447 +(epoch: 54, iters: 32752, time: 0.410, data: 0.020) G_GAN: 3.365 G_L1: 3.817 D_real: 0.090 D_fake: 0.107 +(epoch: 54, iters: 32852, time: 0.301, data: 0.017) G_GAN: 2.951 G_L1: 4.488 D_real: 0.048 D_fake: 0.405 +(epoch: 54, iters: 32952, time: 0.306, data: 0.018) G_GAN: 3.241 G_L1: 4.334 D_real: 0.029 D_fake: 0.142 +(epoch: 54, iters: 33052, time: 0.309, data: 0.022) G_GAN: 3.191 G_L1: 3.251 D_real: 0.213 D_fake: 0.266 +(epoch: 54, iters: 33152, time: 0.595, data: 0.019) G_GAN: 3.402 G_L1: 3.805 D_real: 0.093 D_fake: 0.101 +(epoch: 54, iters: 33252, time: 0.289, data: 0.018) G_GAN: 2.780 G_L1: 3.896 D_real: 0.066 D_fake: 0.238 +(epoch: 54, iters: 33352, time: 0.295, data: 0.020) G_GAN: 3.806 G_L1: 4.241 D_real: 0.028 D_fake: 0.125 +(epoch: 54, iters: 33452, time: 0.299, data: 0.019) G_GAN: 2.839 G_L1: 4.630 D_real: 0.088 D_fake: 0.457 +(epoch: 54, iters: 33552, time: 0.409, data: 0.019) G_GAN: 2.247 G_L1: 3.683 D_real: 0.018 D_fake: 0.544 +(epoch: 54, iters: 33652, time: 0.305, data: 0.020) G_GAN: 4.042 G_L1: 5.119 D_real: 0.002 D_fake: 0.121 +(epoch: 54, iters: 33752, time: 0.293, data: 0.019) G_GAN: 4.559 G_L1: 5.320 D_real: 0.008 D_fake: 0.111 +(epoch: 54, iters: 33852, time: 0.306, data: 0.018) G_GAN: 2.843 G_L1: 5.405 D_real: 0.000 D_fake: 0.159 +(epoch: 54, iters: 33952, time: 0.389, data: 0.021) G_GAN: 2.344 G_L1: 4.164 D_real: 0.049 D_fake: 0.209 +(epoch: 54, iters: 34052, time: 0.298, data: 0.020) G_GAN: 2.911 G_L1: 2.979 D_real: 0.021 D_fake: 0.258 +(epoch: 54, iters: 34152, time: 0.294, data: 0.019) G_GAN: 2.936 G_L1: 3.636 D_real: 0.032 D_fake: 0.079 +(epoch: 54, iters: 34252, time: 0.305, data: 0.018) G_GAN: 2.179 G_L1: 4.963 D_real: 0.002 D_fake: 0.402 +(epoch: 54, iters: 34352, time: 0.424, data: 0.021) G_GAN: 1.472 G_L1: 4.606 D_real: 0.003 D_fake: 0.395 +(epoch: 54, iters: 34452, time: 0.301, data: 0.019) G_GAN: 2.611 G_L1: 3.319 D_real: 0.047 D_fake: 0.093 +(epoch: 54, iters: 34552, time: 0.293, data: 0.020) G_GAN: 3.433 G_L1: 4.810 D_real: 0.001 D_fake: 0.081 +(epoch: 54, iters: 34652, time: 0.299, data: 0.018) G_GAN: 2.669 G_L1: 5.442 D_real: 0.002 D_fake: 0.225 +(epoch: 54, iters: 34752, time: 0.405, data: 0.020) G_GAN: 2.893 G_L1: 5.552 D_real: 0.001 D_fake: 0.139 +(epoch: 54, iters: 34852, time: 0.295, data: 0.021) G_GAN: 2.751 G_L1: 7.806 D_real: 0.018 D_fake: 0.144 +(epoch: 54, iters: 34952, time: 0.299, data: 0.018) G_GAN: 2.192 G_L1: 4.680 D_real: 0.001 D_fake: 0.126 +(epoch: 54, iters: 35052, time: 0.301, data: 0.018) G_GAN: 2.711 G_L1: 6.137 D_real: 0.000 D_fake: 0.423 +(epoch: 54, iters: 35152, time: 0.583, data: 0.021) G_GAN: 2.069 G_L1: 3.987 D_real: 0.017 D_fake: 0.401 +(epoch: 54, iters: 35252, time: 0.308, data: 0.018) G_GAN: 1.852 G_L1: 4.144 D_real: 0.000 D_fake: 0.447 +(epoch: 54, iters: 35352, time: 0.303, data: 0.019) G_GAN: 1.846 G_L1: 4.383 D_real: 0.001 D_fake: 0.341 +(epoch: 54, iters: 35452, time: 0.299, data: 0.020) G_GAN: 3.402 G_L1: 5.493 D_real: 0.001 D_fake: 0.229 +(epoch: 54, iters: 35552, time: 0.406, data: 0.019) G_GAN: 4.117 G_L1: 5.496 D_real: 0.001 D_fake: 0.468 +(epoch: 54, iters: 35652, time: 0.302, data: 0.019) G_GAN: 2.588 G_L1: 4.861 D_real: 0.001 D_fake: 0.335 +(epoch: 54, iters: 35752, time: 0.306, data: 0.018) G_GAN: 2.119 G_L1: 4.233 D_real: 0.001 D_fake: 0.310 +(epoch: 54, iters: 35852, time: 0.303, data: 0.019) G_GAN: 2.267 G_L1: 4.324 D_real: 0.001 D_fake: 0.209 +(epoch: 54, iters: 35952, time: 0.417, data: 0.019) G_GAN: 2.729 G_L1: 8.498 D_real: 0.001 D_fake: 0.104 +(epoch: 54, iters: 36052, time: 0.303, data: 0.019) G_GAN: 1.691 G_L1: 3.853 D_real: 0.000 D_fake: 0.327 +(epoch: 54, iters: 36152, time: 0.298, data: 0.020) G_GAN: 1.751 G_L1: 4.690 D_real: 0.000 D_fake: 0.381 +(epoch: 54, iters: 36252, time: 0.299, data: 0.019) G_GAN: 2.422 G_L1: 3.872 D_real: 0.012 D_fake: 0.192 +(epoch: 54, iters: 36352, time: 0.425, data: 0.019) G_GAN: 2.152 G_L1: 4.305 D_real: 0.000 D_fake: 0.267 +(epoch: 54, iters: 36452, time: 0.300, data: 0.018) G_GAN: 2.024 G_L1: 5.399 D_real: 0.028 D_fake: 0.782 +(epoch: 54, iters: 36552, time: 0.300, data: 0.019) G_GAN: 2.367 G_L1: 4.203 D_real: 0.001 D_fake: 0.213 +(epoch: 54, iters: 36652, time: 0.300, data: 0.018) G_GAN: 1.989 G_L1: 5.847 D_real: 0.002 D_fake: 0.236 +(epoch: 54, iters: 36752, time: 0.422, data: 0.020) G_GAN: 1.899 G_L1: 4.489 D_real: 0.003 D_fake: 0.304 +(epoch: 54, iters: 36852, time: 0.293, data: 0.020) G_GAN: 2.506 G_L1: 5.756 D_real: 0.000 D_fake: 0.382 +(epoch: 54, iters: 36952, time: 0.296, data: 0.019) G_GAN: 2.406 G_L1: 3.583 D_real: 0.000 D_fake: 0.135 +(epoch: 54, iters: 37052, time: 0.302, data: 0.019) G_GAN: 3.209 G_L1: 4.940 D_real: 0.000 D_fake: 0.162 +(epoch: 54, iters: 37152, time: 0.527, data: 0.018) G_GAN: 1.263 G_L1: 5.192 D_real: 0.000 D_fake: 0.243 +(epoch: 54, iters: 37252, time: 0.304, data: 0.020) G_GAN: 3.321 G_L1: 7.351 D_real: 0.011 D_fake: 0.296 +(epoch: 54, iters: 37352, time: 0.301, data: 0.019) G_GAN: 1.979 G_L1: 6.581 D_real: 0.000 D_fake: 0.353 +(epoch: 54, iters: 37452, time: 0.294, data: 0.018) G_GAN: 2.310 G_L1: 4.566 D_real: 0.000 D_fake: 0.298 +(epoch: 54, iters: 37552, time: 0.419, data: 0.017) G_GAN: 1.887 G_L1: 4.002 D_real: 0.000 D_fake: 0.241 +(epoch: 54, iters: 37652, time: 0.305, data: 0.019) G_GAN: 2.162 G_L1: 3.735 D_real: 0.001 D_fake: 0.231 +(epoch: 54, iters: 37752, time: 0.303, data: 0.019) G_GAN: 2.262 G_L1: 3.848 D_real: 0.000 D_fake: 0.536 +(epoch: 54, iters: 37852, time: 0.299, data: 0.019) G_GAN: 2.243 G_L1: 4.607 D_real: 0.006 D_fake: 0.187 +(epoch: 54, iters: 37952, time: 0.391, data: 0.019) G_GAN: 1.944 G_L1: 5.110 D_real: 0.000 D_fake: 0.270 +(epoch: 54, iters: 38052, time: 0.305, data: 0.018) G_GAN: 1.770 G_L1: 4.962 D_real: 0.000 D_fake: 0.224 +(epoch: 54, iters: 38152, time: 0.301, data: 0.019) G_GAN: 1.589 G_L1: 4.177 D_real: 0.002 D_fake: 0.837 +(epoch: 54, iters: 38252, time: 0.297, data: 0.019) G_GAN: 1.143 G_L1: 3.512 D_real: 0.001 D_fake: 1.409 +(epoch: 54, iters: 38352, time: 0.402, data: 0.021) G_GAN: 1.919 G_L1: 5.860 D_real: 0.000 D_fake: 0.564 +(epoch: 54, iters: 38452, time: 0.309, data: 0.017) G_GAN: 1.343 G_L1: 3.457 D_real: 0.000 D_fake: 0.820 +(epoch: 54, iters: 38552, time: 0.303, data: 0.020) G_GAN: 1.354 G_L1: 6.077 D_real: 0.000 D_fake: 0.773 +(epoch: 54, iters: 38652, time: 0.292, data: 0.018) G_GAN: 1.690 G_L1: 3.589 D_real: 0.000 D_fake: 0.185 +(epoch: 54, iters: 38752, time: 0.418, data: 0.019) G_GAN: 1.791 G_L1: 4.860 D_real: 0.000 D_fake: 0.401 +(epoch: 54, iters: 38852, time: 0.303, data: 0.019) G_GAN: 1.732 G_L1: 4.378 D_real: 0.000 D_fake: 0.462 +(epoch: 54, iters: 38952, time: 0.296, data: 0.019) G_GAN: 2.102 G_L1: 5.503 D_real: 0.001 D_fake: 0.756 +(epoch: 54, iters: 39052, time: 0.298, data: 0.019) G_GAN: 1.467 G_L1: 5.294 D_real: 0.090 D_fake: 0.397 +(epoch: 54, iters: 39152, time: 0.582, data: 0.020) G_GAN: 1.837 G_L1: 5.692 D_real: 0.000 D_fake: 0.731 +(epoch: 54, iters: 39252, time: 0.292, data: 0.020) G_GAN: 3.680 G_L1: 7.143 D_real: 0.331 D_fake: 0.054 +(epoch: 54, iters: 39352, time: 0.308, data: 0.018) G_GAN: 4.267 G_L1: 5.967 D_real: 0.031 D_fake: 0.526 +(epoch: 54, iters: 39452, time: 0.300, data: 0.019) G_GAN: 3.257 G_L1: 4.655 D_real: 0.124 D_fake: 0.102 +(epoch: 54, iters: 39552, time: 0.424, data: 0.019) G_GAN: 2.796 G_L1: 4.463 D_real: 0.283 D_fake: 0.171 +(epoch: 54, iters: 39652, time: 0.306, data: 0.019) G_GAN: 3.756 G_L1: 4.257 D_real: 0.151 D_fake: 0.092 +(epoch: 54, iters: 39752, time: 0.303, data: 0.020) G_GAN: 3.247 G_L1: 3.603 D_real: 0.013 D_fake: 0.209 +(epoch: 54, iters: 39852, time: 0.302, data: 0.019) G_GAN: 2.904 G_L1: 4.105 D_real: 0.973 D_fake: 0.130 +(epoch: 54, iters: 39952, time: 0.421, data: 0.019) G_GAN: 7.062 G_L1: 6.504 D_real: 0.063 D_fake: 0.095 +(epoch: 54, iters: 40052, time: 0.298, data: 0.020) G_GAN: 4.286 G_L1: 9.170 D_real: 0.024 D_fake: 0.128 +(epoch: 54, iters: 40152, time: 0.299, data: 0.022) G_GAN: 4.635 G_L1: 5.066 D_real: 0.009 D_fake: 0.021 +(epoch: 54, iters: 40252, time: 0.307, data: 0.020) G_GAN: 4.309 G_L1: 6.374 D_real: 0.012 D_fake: 0.081 +(epoch: 54, iters: 40352, time: 0.397, data: 0.021) G_GAN: 4.110 G_L1: 4.023 D_real: 0.073 D_fake: 0.028 +(epoch: 54, iters: 40452, time: 0.306, data: 0.019) G_GAN: 4.772 G_L1: 5.281 D_real: 0.060 D_fake: 0.071 +(epoch: 54, iters: 40552, time: 0.291, data: 0.023) G_GAN: 4.594 G_L1: 3.954 D_real: 0.140 D_fake: 0.052 +(epoch: 54, iters: 40652, time: 0.305, data: 0.017) G_GAN: 2.807 G_L1: 4.334 D_real: 0.004 D_fake: 0.192 +(epoch: 54, iters: 40752, time: 0.414, data: 0.019) G_GAN: 3.033 G_L1: 5.704 D_real: 0.005 D_fake: 0.080 +(epoch: 54, iters: 40852, time: 0.305, data: 0.019) G_GAN: 3.158 G_L1: 4.186 D_real: 0.028 D_fake: 0.143 +(epoch: 54, iters: 40952, time: 0.305, data: 0.019) G_GAN: 3.530 G_L1: 6.392 D_real: 0.010 D_fake: 0.140 +(epoch: 54, iters: 41052, time: 0.291, data: 0.018) G_GAN: 3.768 G_L1: 4.406 D_real: 0.004 D_fake: 0.054 +(epoch: 54, iters: 41152, time: 0.588, data: 0.021) G_GAN: 2.688 G_L1: 5.846 D_real: 0.002 D_fake: 0.447 +(epoch: 54, iters: 41252, time: 0.306, data: 0.019) G_GAN: 3.440 G_L1: 5.378 D_real: 0.006 D_fake: 0.044 +(epoch: 54, iters: 41352, time: 0.311, data: 0.019) G_GAN: 3.027 G_L1: 6.338 D_real: 0.000 D_fake: 0.364 +(epoch: 54, iters: 41452, time: 0.305, data: 0.019) G_GAN: 4.030 G_L1: 6.868 D_real: 0.000 D_fake: 0.116 +(epoch: 54, iters: 41552, time: 0.409, data: 0.019) G_GAN: 2.570 G_L1: 3.931 D_real: 0.005 D_fake: 0.163 +(epoch: 54, iters: 41652, time: 0.304, data: 0.018) G_GAN: 3.665 G_L1: 5.427 D_real: 0.002 D_fake: 0.118 +(epoch: 54, iters: 41752, time: 0.300, data: 0.019) G_GAN: 3.178 G_L1: 4.751 D_real: 0.000 D_fake: 0.157 +(epoch: 54, iters: 41852, time: 0.300, data: 0.020) G_GAN: 2.491 G_L1: 3.997 D_real: 0.000 D_fake: 0.190 +(epoch: 54, iters: 41952, time: 0.419, data: 0.020) G_GAN: 4.771 G_L1: 3.667 D_real: 0.000 D_fake: 0.938 +(epoch: 54, iters: 42052, time: 0.294, data: 0.019) G_GAN: 5.493 G_L1: 5.245 D_real: 0.029 D_fake: 0.037 +(epoch: 54, iters: 42152, time: 0.304, data: 0.020) G_GAN: 3.139 G_L1: 4.564 D_real: 0.090 D_fake: 0.115 +(epoch: 54, iters: 42252, time: 0.306, data: 0.020) G_GAN: 3.573 G_L1: 4.682 D_real: 0.003 D_fake: 0.077 +(epoch: 54, iters: 42352, time: 0.409, data: 0.021) G_GAN: 3.773 G_L1: 3.925 D_real: 0.003 D_fake: 0.058 +(epoch: 54, iters: 42452, time: 0.305, data: 0.019) G_GAN: 5.416 G_L1: 6.345 D_real: 0.000 D_fake: 0.036 +(epoch: 54, iters: 42552, time: 0.303, data: 0.019) G_GAN: 3.116 G_L1: 4.273 D_real: 0.002 D_fake: 0.055 +(epoch: 54, iters: 42652, time: 0.294, data: 0.022) G_GAN: 2.528 G_L1: 3.752 D_real: 0.000 D_fake: 0.133 +(epoch: 54, iters: 42752, time: 0.404, data: 0.019) G_GAN: 2.497 G_L1: 5.131 D_real: 0.000 D_fake: 0.260 +(epoch: 54, iters: 42852, time: 0.306, data: 0.019) G_GAN: 2.449 G_L1: 5.006 D_real: 0.013 D_fake: 0.275 +(epoch: 54, iters: 42952, time: 0.305, data: 0.019) G_GAN: 2.006 G_L1: 4.742 D_real: 0.000 D_fake: 0.277 +(epoch: 54, iters: 43052, time: 0.306, data: 0.019) G_GAN: 2.621 G_L1: 4.572 D_real: 0.000 D_fake: 0.224 +(epoch: 54, iters: 43152, time: 0.552, data: 0.019) G_GAN: 2.329 G_L1: 5.856 D_real: 0.003 D_fake: 0.333 +(epoch: 54, iters: 43252, time: 0.305, data: 0.019) G_GAN: 3.669 G_L1: 5.464 D_real: 0.002 D_fake: 0.396 +(epoch: 54, iters: 43352, time: 0.298, data: 0.020) G_GAN: 2.805 G_L1: 6.723 D_real: 0.001 D_fake: 0.320 +(epoch: 54, iters: 43452, time: 0.305, data: 0.019) G_GAN: 1.513 G_L1: 4.407 D_real: 0.000 D_fake: 0.444 +(epoch: 54, iters: 43552, time: 0.402, data: 0.020) G_GAN: 1.508 G_L1: 4.812 D_real: 0.000 D_fake: 0.341 +(epoch: 54, iters: 43652, time: 0.298, data: 0.019) G_GAN: 1.880 G_L1: 4.049 D_real: 0.000 D_fake: 0.333 +(epoch: 54, iters: 43752, time: 0.305, data: 0.018) G_GAN: 2.479 G_L1: 3.795 D_real: 0.000 D_fake: 1.103 +(epoch: 54, iters: 43852, time: 0.298, data: 0.022) G_GAN: 1.985 G_L1: 4.110 D_real: 0.001 D_fake: 0.326 +(epoch: 54, iters: 43952, time: 0.393, data: 0.019) G_GAN: 1.909 G_L1: 4.692 D_real: 0.000 D_fake: 0.173 +(epoch: 54, iters: 44052, time: 0.302, data: 0.020) G_GAN: 2.333 G_L1: 5.723 D_real: 0.002 D_fake: 0.250 +(epoch: 54, iters: 44152, time: 0.304, data: 0.020) G_GAN: 2.427 G_L1: 5.459 D_real: 0.000 D_fake: 0.270 +(epoch: 54, iters: 44252, time: 0.306, data: 0.019) G_GAN: 1.798 G_L1: 6.959 D_real: 0.242 D_fake: 0.138 +(epoch: 54, iters: 44352, time: 0.390, data: 0.019) G_GAN: 5.203 G_L1: 6.280 D_real: 0.041 D_fake: 0.250 +(epoch: 54, iters: 44452, time: 0.304, data: 0.021) G_GAN: 3.385 G_L1: 4.004 D_real: 0.007 D_fake: 0.441 +(epoch: 54, iters: 44552, time: 0.295, data: 0.018) G_GAN: 3.051 G_L1: 5.236 D_real: 0.005 D_fake: 0.437 +(epoch: 54, iters: 44652, time: 0.309, data: 0.018) G_GAN: 2.133 G_L1: 5.065 D_real: 0.005 D_fake: 0.263 +(epoch: 54, iters: 44752, time: 0.425, data: 0.019) G_GAN: 3.607 G_L1: 5.357 D_real: 0.251 D_fake: 0.133 +(epoch: 54, iters: 44852, time: 0.289, data: 0.019) G_GAN: 2.253 G_L1: 5.851 D_real: 0.359 D_fake: 0.256 +(epoch: 54, iters: 44952, time: 0.307, data: 0.018) G_GAN: 2.535 G_L1: 5.025 D_real: 0.006 D_fake: 0.162 +(epoch: 54, iters: 45052, time: 0.310, data: 0.018) G_GAN: 2.170 G_L1: 4.368 D_real: 0.550 D_fake: 0.172 +(epoch: 54, iters: 45152, time: 0.589, data: 0.019) G_GAN: 3.798 G_L1: 3.745 D_real: 0.016 D_fake: 0.053 +(epoch: 54, iters: 45252, time: 0.302, data: 0.019) G_GAN: 2.684 G_L1: 4.075 D_real: 0.045 D_fake: 0.234 +(epoch: 54, iters: 45352, time: 0.302, data: 0.018) G_GAN: 3.500 G_L1: 3.953 D_real: 0.123 D_fake: 0.073 +(epoch: 54, iters: 45452, time: 0.290, data: 0.024) G_GAN: 4.623 G_L1: 4.283 D_real: 0.001 D_fake: 0.112 +(epoch: 54, iters: 45552, time: 0.389, data: 0.017) G_GAN: 4.370 G_L1: 7.458 D_real: 0.002 D_fake: 0.064 +(epoch: 54, iters: 45652, time: 0.303, data: 0.019) G_GAN: 3.955 G_L1: 6.739 D_real: 0.002 D_fake: 0.054 +(epoch: 54, iters: 45752, time: 0.296, data: 0.019) G_GAN: 2.111 G_L1: 5.073 D_real: 0.000 D_fake: 0.495 +(epoch: 54, iters: 45852, time: 0.298, data: 0.018) G_GAN: 6.076 G_L1: 5.110 D_real: 0.000 D_fake: 0.268 +(epoch: 54, iters: 45952, time: 0.421, data: 0.018) G_GAN: 4.383 G_L1: 4.148 D_real: 0.611 D_fake: 0.031 +(epoch: 54, iters: 46052, time: 0.297, data: 0.019) G_GAN: 4.189 G_L1: 5.738 D_real: 0.000 D_fake: 0.066 +(epoch: 54, iters: 46152, time: 0.301, data: 0.018) G_GAN: 2.965 G_L1: 3.736 D_real: 0.002 D_fake: 0.223 +(epoch: 54, iters: 46252, time: 0.304, data: 0.022) G_GAN: 5.000 G_L1: 5.066 D_real: 0.089 D_fake: 0.054 +(epoch: 54, iters: 46352, time: 0.389, data: 0.019) G_GAN: 1.777 G_L1: 3.979 D_real: 0.005 D_fake: 0.425 +(epoch: 54, iters: 46452, time: 0.302, data: 0.018) G_GAN: 6.563 G_L1: 6.320 D_real: 0.016 D_fake: 0.359 +(epoch: 54, iters: 46552, time: 0.303, data: 0.021) G_GAN: 3.458 G_L1: 5.744 D_real: 0.034 D_fake: 0.148 +(epoch: 54, iters: 46652, time: 0.303, data: 0.018) G_GAN: 3.800 G_L1: 4.500 D_real: 0.025 D_fake: 0.211 +(epoch: 54, iters: 46752, time: 0.408, data: 0.021) G_GAN: 4.368 G_L1: 4.041 D_real: 0.060 D_fake: 0.237 +(epoch: 54, iters: 46852, time: 0.302, data: 0.018) G_GAN: 3.164 G_L1: 3.969 D_real: 0.000 D_fake: 0.207 +(epoch: 54, iters: 46952, time: 0.294, data: 0.019) G_GAN: 3.735 G_L1: 4.082 D_real: 0.172 D_fake: 0.057 +(epoch: 54, iters: 47052, time: 0.308, data: 0.018) G_GAN: 2.897 G_L1: 4.646 D_real: 0.002 D_fake: 0.137 +(epoch: 54, iters: 47152, time: 0.606, data: 0.018) G_GAN: 3.302 G_L1: 3.909 D_real: 0.104 D_fake: 0.099 +(epoch: 54, iters: 47252, time: 0.296, data: 0.019) G_GAN: 4.989 G_L1: 7.694 D_real: 0.150 D_fake: 0.049 +(epoch: 54, iters: 47352, time: 0.303, data: 0.019) G_GAN: 4.316 G_L1: 4.494 D_real: 0.788 D_fake: 0.041 +(epoch: 54, iters: 47452, time: 0.293, data: 0.021) G_GAN: 3.923 G_L1: 2.556 D_real: 0.112 D_fake: 0.121 +(epoch: 54, iters: 47552, time: 0.420, data: 0.018) G_GAN: 3.359 G_L1: 2.579 D_real: 0.135 D_fake: 0.111 +(epoch: 54, iters: 47652, time: 0.305, data: 0.019) G_GAN: 2.910 G_L1: 2.640 D_real: 0.203 D_fake: 0.109 +(epoch: 54, iters: 47752, time: 0.295, data: 0.020) G_GAN: 3.146 G_L1: 3.968 D_real: 0.233 D_fake: 0.078 +(epoch: 54, iters: 47852, time: 0.293, data: 0.021) G_GAN: 5.565 G_L1: 3.876 D_real: 0.004 D_fake: 0.026 +(epoch: 54, iters: 47952, time: 0.411, data: 0.018) G_GAN: 4.795 G_L1: 6.123 D_real: 0.251 D_fake: 0.064 +(epoch: 54, iters: 48052, time: 0.297, data: 0.020) G_GAN: 2.910 G_L1: 3.973 D_real: 0.019 D_fake: 0.302 +(epoch: 54, iters: 48152, time: 0.303, data: 0.021) G_GAN: 3.320 G_L1: 3.042 D_real: 0.090 D_fake: 0.043 +(epoch: 54, iters: 48252, time: 0.303, data: 0.023) G_GAN: 2.604 G_L1: 3.595 D_real: 0.099 D_fake: 0.234 +(epoch: 54, iters: 48352, time: 0.421, data: 0.019) G_GAN: 4.761 G_L1: 3.304 D_real: 0.266 D_fake: 0.036 +(epoch: 54, iters: 48452, time: 0.300, data: 0.018) G_GAN: 3.737 G_L1: 4.569 D_real: 0.236 D_fake: 0.093 +(epoch: 54, iters: 48552, time: 0.302, data: 0.019) G_GAN: 5.047 G_L1: 3.180 D_real: 0.060 D_fake: 0.023 +(epoch: 54, iters: 48652, time: 0.286, data: 0.018) G_GAN: 4.488 G_L1: 5.021 D_real: 0.030 D_fake: 0.376 +(epoch: 54, iters: 48752, time: 0.415, data: 0.020) G_GAN: 4.419 G_L1: 3.628 D_real: 0.095 D_fake: 0.034 +(epoch: 54, iters: 48852, time: 0.305, data: 0.022) G_GAN: 3.126 G_L1: 3.250 D_real: 0.024 D_fake: 0.122 +(epoch: 54, iters: 48952, time: 0.299, data: 0.019) G_GAN: 3.656 G_L1: 3.125 D_real: 0.009 D_fake: 0.139 +(epoch: 54, iters: 49052, time: 0.285, data: 0.019) G_GAN: 4.973 G_L1: 4.358 D_real: 0.071 D_fake: 0.022 +(epoch: 54, iters: 49152, time: 0.524, data: 0.018) G_GAN: 3.987 G_L1: 4.509 D_real: 0.013 D_fake: 0.084 +(epoch: 54, iters: 49252, time: 0.292, data: 0.018) G_GAN: 3.856 G_L1: 3.581 D_real: 0.047 D_fake: 0.112 +(epoch: 54, iters: 49352, time: 0.304, data: 0.018) G_GAN: 1.994 G_L1: 4.023 D_real: 0.273 D_fake: 0.178 +(epoch: 54, iters: 49452, time: 0.300, data: 0.021) G_GAN: 2.101 G_L1: 2.464 D_real: 0.886 D_fake: 0.131 +(epoch: 54, iters: 49552, time: 0.434, data: 0.019) G_GAN: 3.811 G_L1: 4.508 D_real: 0.002 D_fake: 0.123 +(epoch: 54, iters: 49652, time: 0.301, data: 0.018) G_GAN: 3.422 G_L1: 4.323 D_real: 0.130 D_fake: 0.049 +(epoch: 54, iters: 49752, time: 0.303, data: 0.020) G_GAN: 3.461 G_L1: 3.811 D_real: 0.081 D_fake: 0.059 +(epoch: 54, iters: 49852, time: 0.295, data: 0.019) G_GAN: 3.026 G_L1: 4.200 D_real: 0.002 D_fake: 0.426 +(epoch: 54, iters: 49952, time: 0.421, data: 0.019) G_GAN: 4.783 G_L1: 5.057 D_real: 0.047 D_fake: 0.256 +(epoch: 54, iters: 50052, time: 0.302, data: 0.018) G_GAN: 4.096 G_L1: 4.615 D_real: 0.005 D_fake: 0.082 +(epoch: 54, iters: 50152, time: 0.300, data: 0.019) G_GAN: 4.311 G_L1: 3.319 D_real: 0.271 D_fake: 0.054 +(epoch: 54, iters: 50252, time: 0.313, data: 0.019) G_GAN: 2.179 G_L1: 4.018 D_real: 0.246 D_fake: 0.213 +(epoch: 54, iters: 50352, time: 0.412, data: 0.019) G_GAN: 4.707 G_L1: 4.688 D_real: 0.167 D_fake: 0.358 +(epoch: 54, iters: 50452, time: 0.301, data: 0.018) G_GAN: 4.782 G_L1: 6.498 D_real: 0.007 D_fake: 0.056 +(epoch: 54, iters: 50552, time: 0.301, data: 0.021) G_GAN: 4.688 G_L1: 3.382 D_real: 0.095 D_fake: 0.013 +(epoch: 54, iters: 50652, time: 0.300, data: 0.021) G_GAN: 3.330 G_L1: 4.172 D_real: 0.253 D_fake: 0.101 +(epoch: 54, iters: 50752, time: 0.405, data: 0.022) G_GAN: 5.033 G_L1: 3.985 D_real: 0.064 D_fake: 0.215 +(epoch: 54, iters: 50852, time: 0.308, data: 0.019) G_GAN: 3.395 G_L1: 3.929 D_real: 0.143 D_fake: 0.073 +(epoch: 54, iters: 50952, time: 0.297, data: 0.022) G_GAN: 3.392 G_L1: 3.642 D_real: 0.066 D_fake: 0.103 +(epoch: 54, iters: 51052, time: 0.305, data: 0.017) G_GAN: 4.769 G_L1: 6.301 D_real: 0.023 D_fake: 0.151 +(epoch: 54, iters: 51152, time: 0.591, data: 0.021) G_GAN: 3.082 G_L1: 5.514 D_real: 0.002 D_fake: 0.127 +(epoch: 54, iters: 51252, time: 0.305, data: 0.019) G_GAN: 4.133 G_L1: 3.248 D_real: 0.008 D_fake: 0.322 +(epoch: 54, iters: 51352, time: 0.304, data: 0.019) G_GAN: 4.880 G_L1: 5.541 D_real: 0.064 D_fake: 0.176 +(epoch: 54, iters: 51452, time: 0.292, data: 0.018) G_GAN: 5.630 G_L1: 4.262 D_real: 0.074 D_fake: 0.017 +(epoch: 54, iters: 51552, time: 0.425, data: 0.018) G_GAN: 5.140 G_L1: 4.526 D_real: 0.006 D_fake: 0.024 +(epoch: 54, iters: 51652, time: 0.300, data: 0.020) G_GAN: 3.190 G_L1: 5.534 D_real: 0.185 D_fake: 0.112 +(epoch: 54, iters: 51752, time: 0.305, data: 0.019) G_GAN: 4.870 G_L1: 3.839 D_real: 0.016 D_fake: 0.113 +(epoch: 54, iters: 51852, time: 0.302, data: 0.019) G_GAN: 5.431 G_L1: 4.225 D_real: 0.015 D_fake: 0.041 +(epoch: 54, iters: 51952, time: 0.420, data: 0.019) G_GAN: 3.164 G_L1: 4.411 D_real: 0.068 D_fake: 0.512 +(epoch: 54, iters: 52052, time: 0.294, data: 0.019) G_GAN: 5.221 G_L1: 4.906 D_real: 0.334 D_fake: 0.268 +(epoch: 54, iters: 52152, time: 0.295, data: 0.018) G_GAN: 3.218 G_L1: 4.552 D_real: 0.134 D_fake: 0.181 +(epoch: 54, iters: 52252, time: 0.304, data: 0.018) G_GAN: 4.035 G_L1: 4.257 D_real: 0.096 D_fake: 0.036 +(epoch: 54, iters: 52352, time: 0.420, data: 0.019) G_GAN: 4.218 G_L1: 3.562 D_real: 0.017 D_fake: 0.308 +(epoch: 54, iters: 52452, time: 0.301, data: 0.019) G_GAN: 4.628 G_L1: 4.273 D_real: 0.126 D_fake: 0.026 +(epoch: 54, iters: 52552, time: 0.303, data: 0.019) G_GAN: 3.265 G_L1: 2.835 D_real: 0.124 D_fake: 0.189 +(epoch: 54, iters: 52652, time: 0.291, data: 0.018) G_GAN: 3.711 G_L1: 3.099 D_real: 0.059 D_fake: 0.072 +(epoch: 54, iters: 52752, time: 0.414, data: 0.018) G_GAN: 4.285 G_L1: 3.433 D_real: 0.046 D_fake: 0.085 +(epoch: 54, iters: 52852, time: 0.301, data: 0.018) G_GAN: 3.402 G_L1: 6.087 D_real: 0.266 D_fake: 0.369 +(epoch: 54, iters: 52952, time: 0.301, data: 0.020) G_GAN: 4.063 G_L1: 7.130 D_real: 0.333 D_fake: 0.046 +(epoch: 54, iters: 53052, time: 0.304, data: 0.020) G_GAN: 3.499 G_L1: 3.098 D_real: 0.115 D_fake: 0.072 +(epoch: 54, iters: 53152, time: 0.585, data: 0.018) G_GAN: 5.079 G_L1: 5.271 D_real: 0.006 D_fake: 0.017 +(epoch: 54, iters: 53252, time: 0.291, data: 0.017) G_GAN: 5.201 G_L1: 3.889 D_real: 0.009 D_fake: 0.056 +(epoch: 54, iters: 53352, time: 0.302, data: 0.019) G_GAN: 5.567 G_L1: 4.851 D_real: 0.016 D_fake: 0.021 +(epoch: 54, iters: 53452, time: 0.307, data: 0.019) G_GAN: 4.938 G_L1: 3.037 D_real: 0.379 D_fake: 0.031 +(epoch: 54, iters: 53552, time: 0.417, data: 0.018) G_GAN: 3.880 G_L1: 4.164 D_real: 0.242 D_fake: 0.209 +(epoch: 54, iters: 53652, time: 0.293, data: 0.019) G_GAN: 4.484 G_L1: 3.549 D_real: 0.328 D_fake: 0.055 +(epoch: 54, iters: 53752, time: 0.297, data: 0.018) G_GAN: 3.779 G_L1: 3.288 D_real: 0.034 D_fake: 0.076 +(epoch: 54, iters: 53852, time: 0.303, data: 0.019) G_GAN: 3.616 G_L1: 2.774 D_real: 0.029 D_fake: 0.096 +(epoch: 54, iters: 53952, time: 0.407, data: 0.020) G_GAN: 3.643 G_L1: 3.525 D_real: 0.156 D_fake: 0.080 +(epoch: 54, iters: 54052, time: 0.302, data: 0.018) G_GAN: 3.902 G_L1: 3.703 D_real: 0.235 D_fake: 0.095 +(epoch: 54, iters: 54152, time: 0.302, data: 0.018) G_GAN: 4.133 G_L1: 4.259 D_real: 0.080 D_fake: 0.085 +(epoch: 54, iters: 54252, time: 0.292, data: 0.020) G_GAN: 4.308 G_L1: 3.065 D_real: 0.006 D_fake: 0.190 +(epoch: 54, iters: 54352, time: 0.390, data: 0.020) G_GAN: 6.387 G_L1: 3.861 D_real: 0.257 D_fake: 0.004 +(epoch: 54, iters: 54452, time: 0.302, data: 0.019) G_GAN: 7.224 G_L1: 7.791 D_real: 0.101 D_fake: 0.007 +(epoch: 54, iters: 54552, time: 0.295, data: 0.018) G_GAN: 5.471 G_L1: 5.027 D_real: 0.018 D_fake: 0.213 +(epoch: 54, iters: 54652, time: 0.299, data: 0.018) G_GAN: 4.036 G_L1: 5.522 D_real: 0.033 D_fake: 0.338 +(epoch: 54, iters: 54752, time: 0.424, data: 0.019) G_GAN: 3.490 G_L1: 5.928 D_real: 0.186 D_fake: 0.168 +(epoch: 54, iters: 54852, time: 0.300, data: 0.019) G_GAN: 4.638 G_L1: 4.253 D_real: 0.102 D_fake: 0.043 +(epoch: 54, iters: 54952, time: 0.302, data: 0.018) G_GAN: 5.427 G_L1: 4.015 D_real: 0.015 D_fake: 0.009 +(epoch: 54, iters: 55052, time: 0.303, data: 0.018) G_GAN: 4.702 G_L1: 4.711 D_real: 0.126 D_fake: 0.015 +(epoch: 54, iters: 55152, time: 0.569, data: 0.020) G_GAN: 4.863 G_L1: 4.038 D_real: 0.004 D_fake: 0.053 +(epoch: 54, iters: 55252, time: 0.298, data: 0.017) G_GAN: 5.971 G_L1: 4.511 D_real: 0.045 D_fake: 0.251 +(epoch: 54, iters: 55352, time: 0.305, data: 0.018) G_GAN: 4.937 G_L1: 8.898 D_real: 0.150 D_fake: 0.088 +(epoch: 54, iters: 55452, time: 0.303, data: 0.019) G_GAN: 3.955 G_L1: 5.988 D_real: 0.525 D_fake: 0.072 +(epoch: 54, iters: 55552, time: 0.417, data: 0.019) G_GAN: 4.604 G_L1: 3.968 D_real: 0.067 D_fake: 0.023 +(epoch: 54, iters: 55652, time: 0.296, data: 0.020) G_GAN: 3.242 G_L1: 3.077 D_real: 0.157 D_fake: 0.124 +(epoch: 54, iters: 55752, time: 0.282, data: 0.019) G_GAN: 5.027 G_L1: 5.303 D_real: 0.029 D_fake: 0.035 +(epoch: 54, iters: 55852, time: 0.302, data: 0.016) G_GAN: 5.917 G_L1: 4.577 D_real: 0.120 D_fake: 0.027 +(epoch: 54, iters: 55952, time: 0.415, data: 0.019) G_GAN: 4.716 G_L1: 4.676 D_real: 0.015 D_fake: 0.038 +(epoch: 54, iters: 56052, time: 0.303, data: 0.018) G_GAN: 5.493 G_L1: 4.373 D_real: 0.021 D_fake: 0.009 +(epoch: 54, iters: 56152, time: 0.298, data: 0.020) G_GAN: 4.008 G_L1: 3.438 D_real: 0.017 D_fake: 0.068 +(epoch: 54, iters: 56252, time: 0.297, data: 0.021) G_GAN: 3.019 G_L1: 3.732 D_real: 0.106 D_fake: 0.124 +(epoch: 54, iters: 56352, time: 0.407, data: 0.018) G_GAN: 5.584 G_L1: 5.591 D_real: 0.012 D_fake: 0.040 +(epoch: 54, iters: 56452, time: 0.303, data: 0.019) G_GAN: 3.638 G_L1: 2.656 D_real: 0.036 D_fake: 0.077 +(epoch: 54, iters: 56552, time: 0.293, data: 0.019) G_GAN: 4.256 G_L1: 4.073 D_real: 0.037 D_fake: 0.259 +(epoch: 54, iters: 56652, time: 0.305, data: 0.018) G_GAN: 4.993 G_L1: 4.710 D_real: 0.071 D_fake: 0.133 +(epoch: 54, iters: 56752, time: 0.419, data: 0.022) G_GAN: 3.479 G_L1: 3.769 D_real: 0.424 D_fake: 0.155 +(epoch: 54, iters: 56852, time: 0.301, data: 0.019) G_GAN: 4.715 G_L1: 2.719 D_real: 0.071 D_fake: 0.149 +(epoch: 54, iters: 56952, time: 0.295, data: 0.019) G_GAN: 3.981 G_L1: 4.422 D_real: 0.026 D_fake: 0.091 +(epoch: 54, iters: 57052, time: 0.302, data: 0.017) G_GAN: 3.669 G_L1: 3.083 D_real: 0.170 D_fake: 0.086 +(epoch: 54, iters: 57152, time: 0.543, data: 0.019) G_GAN: 4.541 G_L1: 4.500 D_real: 0.024 D_fake: 0.041 +(epoch: 54, iters: 57252, time: 0.294, data: 0.018) G_GAN: 5.267 G_L1: 3.363 D_real: 0.034 D_fake: 0.286 +(epoch: 54, iters: 57352, time: 0.303, data: 0.018) G_GAN: 5.604 G_L1: 3.878 D_real: 0.040 D_fake: 0.065 +(epoch: 54, iters: 57452, time: 0.296, data: 0.020) G_GAN: 4.560 G_L1: 5.276 D_real: 0.010 D_fake: 0.129 +(epoch: 54, iters: 57552, time: 0.412, data: 0.019) G_GAN: 3.788 G_L1: 3.601 D_real: 0.018 D_fake: 0.120 +(epoch: 54, iters: 57652, time: 0.302, data: 0.018) G_GAN: 7.148 G_L1: 7.435 D_real: 0.017 D_fake: 0.005 +(epoch: 54, iters: 57752, time: 0.296, data: 0.020) G_GAN: 3.511 G_L1: 3.898 D_real: 0.078 D_fake: 0.101 +(epoch: 54, iters: 57852, time: 0.289, data: 0.022) G_GAN: 4.872 G_L1: 4.155 D_real: 0.053 D_fake: 0.124 +(epoch: 54, iters: 57952, time: 0.417, data: 0.017) G_GAN: 4.787 G_L1: 4.256 D_real: 0.168 D_fake: 0.023 +(epoch: 54, iters: 58052, time: 0.297, data: 0.019) G_GAN: 3.856 G_L1: 3.097 D_real: 0.050 D_fake: 0.252 +(epoch: 54, iters: 58152, time: 0.303, data: 0.030) G_GAN: 6.260 G_L1: 3.450 D_real: 0.049 D_fake: 0.093 +(epoch: 54, iters: 58252, time: 0.298, data: 0.019) G_GAN: 5.843 G_L1: 5.548 D_real: 0.062 D_fake: 0.032 +(epoch: 54, iters: 58352, time: 0.410, data: 0.019) G_GAN: 3.886 G_L1: 3.076 D_real: 0.012 D_fake: 0.132 +(epoch: 54, iters: 58452, time: 0.297, data: 0.021) G_GAN: 5.167 G_L1: 4.923 D_real: 0.008 D_fake: 0.013 +(epoch: 54, iters: 58552, time: 0.300, data: 0.019) G_GAN: 5.194 G_L1: 3.436 D_real: 0.040 D_fake: 0.091 +(epoch: 54, iters: 58652, time: 0.302, data: 0.019) G_GAN: 4.170 G_L1: 2.777 D_real: 0.094 D_fake: 0.071 +(epoch: 54, iters: 58752, time: 0.412, data: 0.020) G_GAN: 5.869 G_L1: 4.475 D_real: 0.026 D_fake: 0.029 +(epoch: 54, iters: 58852, time: 0.293, data: 0.018) G_GAN: 6.118 G_L1: 4.856 D_real: 0.095 D_fake: 0.039 +(epoch: 54, iters: 58952, time: 0.302, data: 0.018) G_GAN: 4.152 G_L1: 4.776 D_real: 0.002 D_fake: 0.042 +(epoch: 54, iters: 59052, time: 0.301, data: 0.019) G_GAN: 4.641 G_L1: 4.333 D_real: 0.137 D_fake: 0.042 +(epoch: 54, iters: 59152, time: 0.601, data: 0.020) G_GAN: 4.819 G_L1: 4.812 D_real: 0.197 D_fake: 0.023 +(epoch: 54, iters: 59252, time: 0.275, data: 0.019) G_GAN: 5.606 G_L1: 4.251 D_real: 0.009 D_fake: 0.040 +(epoch: 54, iters: 59352, time: 0.299, data: 0.016) G_GAN: 5.761 G_L1: 4.377 D_real: 0.007 D_fake: 0.281 +(epoch: 54, iters: 59452, time: 0.293, data: 0.021) G_GAN: 4.591 G_L1: 3.078 D_real: 0.043 D_fake: 0.023 +(epoch: 54, iters: 59552, time: 0.397, data: 0.019) G_GAN: 4.646 G_L1: 3.401 D_real: 0.021 D_fake: 0.516 +(epoch: 54, iters: 59652, time: 0.295, data: 0.022) G_GAN: 4.562 G_L1: 4.780 D_real: 0.066 D_fake: 0.222 +(epoch: 54, iters: 59752, time: 0.301, data: 0.034) G_GAN: 6.055 G_L1: 5.465 D_real: 0.005 D_fake: 0.051 +(epoch: 54, iters: 59852, time: 0.301, data: 0.025) G_GAN: 3.782 G_L1: 2.252 D_real: 0.107 D_fake: 0.082 +(epoch: 54, iters: 59952, time: 0.398, data: 0.019) G_GAN: 4.356 G_L1: 3.231 D_real: 0.009 D_fake: 0.110 +(epoch: 55, iters: 36, time: 0.291, data: 0.040) G_GAN: 3.808 G_L1: 3.110 D_real: 0.262 D_fake: 0.134 +(epoch: 55, iters: 136, time: 0.296, data: 0.018) G_GAN: 4.624 G_L1: 4.380 D_real: 0.088 D_fake: 0.140 +(epoch: 55, iters: 236, time: 0.282, data: 0.019) G_GAN: 4.159 G_L1: 4.365 D_real: 0.038 D_fake: 0.105 +(epoch: 55, iters: 336, time: 0.596, data: 0.016) G_GAN: 8.115 G_L1: 9.372 D_real: 0.050 D_fake: 0.005 +(epoch: 55, iters: 436, time: 0.292, data: 0.018) G_GAN: 4.036 G_L1: 4.958 D_real: 0.039 D_fake: 0.081 +(epoch: 55, iters: 536, time: 0.306, data: 0.018) G_GAN: 6.700 G_L1: 4.673 D_real: 0.042 D_fake: 0.012 +(epoch: 55, iters: 636, time: 0.303, data: 0.019) G_GAN: 2.841 G_L1: 3.193 D_real: 0.359 D_fake: 0.235 +(epoch: 55, iters: 736, time: 0.398, data: 0.019) G_GAN: 5.812 G_L1: 4.642 D_real: 0.258 D_fake: 0.049 +(epoch: 55, iters: 836, time: 0.302, data: 0.019) G_GAN: 3.493 G_L1: 2.497 D_real: 0.032 D_fake: 0.058 +(epoch: 55, iters: 936, time: 0.299, data: 0.020) G_GAN: 4.483 G_L1: 4.010 D_real: 0.281 D_fake: 0.042 +(epoch: 55, iters: 1036, time: 0.299, data: 0.022) G_GAN: 4.246 G_L1: 3.269 D_real: 0.033 D_fake: 0.086 +(epoch: 55, iters: 1136, time: 0.554, data: 0.019) G_GAN: 2.995 G_L1: 3.211 D_real: 0.069 D_fake: 0.342 +(epoch: 55, iters: 1236, time: 0.296, data: 0.019) G_GAN: 5.112 G_L1: 3.800 D_real: 0.008 D_fake: 0.098 +(epoch: 55, iters: 1336, time: 0.287, data: 0.018) G_GAN: 3.169 G_L1: 5.935 D_real: 0.299 D_fake: 0.223 +(epoch: 55, iters: 1436, time: 0.305, data: 0.018) G_GAN: 3.663 G_L1: 3.123 D_real: 0.055 D_fake: 0.215 +(epoch: 55, iters: 1536, time: 0.420, data: 0.020) G_GAN: 4.920 G_L1: 3.944 D_real: 0.003 D_fake: 0.025 +(epoch: 55, iters: 1636, time: 0.299, data: 0.020) G_GAN: 4.539 G_L1: 4.122 D_real: 0.005 D_fake: 0.238 +(epoch: 55, iters: 1736, time: 0.299, data: 0.022) G_GAN: 3.443 G_L1: 4.048 D_real: 0.109 D_fake: 0.115 +(epoch: 55, iters: 1836, time: 0.300, data: 0.019) G_GAN: 5.742 G_L1: 4.640 D_real: 0.081 D_fake: 0.014 +(epoch: 55, iters: 1936, time: 0.398, data: 0.034) G_GAN: 5.613 G_L1: 3.569 D_real: 0.335 D_fake: 0.007 +(epoch: 55, iters: 2036, time: 0.296, data: 0.025) G_GAN: 3.927 G_L1: 3.590 D_real: 0.064 D_fake: 0.100 +(epoch: 55, iters: 2136, time: 0.297, data: 0.019) G_GAN: 3.121 G_L1: 2.461 D_real: 0.008 D_fake: 0.288 +(epoch: 55, iters: 2236, time: 0.300, data: 0.022) G_GAN: 4.348 G_L1: 3.087 D_real: 0.014 D_fake: 0.092 +(epoch: 55, iters: 2336, time: 0.424, data: 0.023) G_GAN: 5.985 G_L1: 8.995 D_real: 0.002 D_fake: 0.037 +(epoch: 55, iters: 2436, time: 0.300, data: 0.019) G_GAN: 3.775 G_L1: 3.825 D_real: 0.050 D_fake: 0.213 +(epoch: 55, iters: 2536, time: 0.294, data: 0.019) G_GAN: 4.885 G_L1: 4.589 D_real: 0.045 D_fake: 0.102 +(epoch: 55, iters: 2636, time: 0.293, data: 0.021) G_GAN: 2.840 G_L1: 8.263 D_real: 0.283 D_fake: 0.096 +(epoch: 55, iters: 2736, time: 0.426, data: 0.018) G_GAN: 3.324 G_L1: 4.359 D_real: 0.140 D_fake: 0.170 +(epoch: 55, iters: 2836, time: 0.297, data: 0.019) G_GAN: 2.744 G_L1: 3.197 D_real: 0.281 D_fake: 0.244 +(epoch: 55, iters: 2936, time: 0.297, data: 0.019) G_GAN: 3.769 G_L1: 4.847 D_real: 0.237 D_fake: 0.110 +(epoch: 55, iters: 3036, time: 0.300, data: 0.023) G_GAN: 3.145 G_L1: 3.767 D_real: 0.073 D_fake: 0.214 +(epoch: 55, iters: 3136, time: 0.577, data: 0.018) G_GAN: 3.880 G_L1: 3.948 D_real: 0.024 D_fake: 0.193 +(epoch: 55, iters: 3236, time: 0.304, data: 0.021) G_GAN: 2.856 G_L1: 4.461 D_real: 0.070 D_fake: 0.144 +(epoch: 55, iters: 3336, time: 0.300, data: 0.019) G_GAN: 4.908 G_L1: 4.920 D_real: 0.068 D_fake: 0.094 +(epoch: 55, iters: 3436, time: 0.301, data: 0.018) G_GAN: 3.734 G_L1: 5.065 D_real: 0.678 D_fake: 0.033 +(epoch: 55, iters: 3536, time: 0.394, data: 0.019) G_GAN: 4.286 G_L1: 4.110 D_real: 0.228 D_fake: 0.090 +(epoch: 55, iters: 3636, time: 0.298, data: 0.017) G_GAN: 3.804 G_L1: 3.542 D_real: 0.059 D_fake: 0.113 +(epoch: 55, iters: 3736, time: 0.287, data: 0.019) G_GAN: 4.281 G_L1: 4.332 D_real: 0.155 D_fake: 0.074 +(epoch: 55, iters: 3836, time: 0.298, data: 0.016) G_GAN: 5.045 G_L1: 4.320 D_real: 0.103 D_fake: 0.059 +(epoch: 55, iters: 3936, time: 0.417, data: 0.018) G_GAN: 3.246 G_L1: 4.929 D_real: 0.005 D_fake: 0.165 +(epoch: 55, iters: 4036, time: 0.299, data: 0.018) G_GAN: 3.268 G_L1: 2.933 D_real: 0.233 D_fake: 0.155 +(epoch: 55, iters: 4136, time: 0.281, data: 0.017) G_GAN: 4.444 G_L1: 2.961 D_real: 0.226 D_fake: 0.028 +(epoch: 55, iters: 4236, time: 0.302, data: 0.018) G_GAN: 4.205 G_L1: 2.854 D_real: 0.026 D_fake: 0.145 +(epoch: 55, iters: 4336, time: 0.419, data: 0.017) G_GAN: 3.867 G_L1: 4.545 D_real: 0.058 D_fake: 0.218 +(epoch: 55, iters: 4436, time: 0.299, data: 0.018) G_GAN: 4.266 G_L1: 4.166 D_real: 0.037 D_fake: 0.304 +(epoch: 55, iters: 4536, time: 0.295, data: 0.019) G_GAN: 3.806 G_L1: 5.658 D_real: 0.040 D_fake: 0.171 +(epoch: 55, iters: 4636, time: 0.305, data: 0.018) G_GAN: 4.830 G_L1: 6.473 D_real: 0.326 D_fake: 0.130 +(epoch: 55, iters: 4736, time: 0.391, data: 0.017) G_GAN: 4.354 G_L1: 3.358 D_real: 0.304 D_fake: 0.025 +(epoch: 55, iters: 4836, time: 0.301, data: 0.018) G_GAN: 4.629 G_L1: 6.849 D_real: 0.007 D_fake: 0.047 +(epoch: 55, iters: 4936, time: 0.305, data: 0.019) G_GAN: 4.842 G_L1: 3.909 D_real: 0.008 D_fake: 0.126 +(epoch: 55, iters: 5036, time: 0.301, data: 0.019) G_GAN: 4.343 G_L1: 4.863 D_real: 0.003 D_fake: 0.066 +(epoch: 55, iters: 5136, time: 0.577, data: 0.018) G_GAN: 5.387 G_L1: 6.845 D_real: 0.129 D_fake: 0.099 +(epoch: 55, iters: 5236, time: 0.296, data: 0.020) G_GAN: 5.083 G_L1: 5.883 D_real: 0.012 D_fake: 0.027 +(epoch: 55, iters: 5336, time: 0.303, data: 0.019) G_GAN: 5.873 G_L1: 7.182 D_real: 0.002 D_fake: 0.065 +(epoch: 55, iters: 5436, time: 0.297, data: 0.017) G_GAN: 5.652 G_L1: 3.824 D_real: 0.001 D_fake: 0.413 +(epoch: 55, iters: 5536, time: 0.432, data: 0.018) G_GAN: 4.825 G_L1: 3.471 D_real: 0.023 D_fake: 0.146 +(epoch: 55, iters: 5636, time: 0.301, data: 0.019) G_GAN: 6.208 G_L1: 3.878 D_real: 0.015 D_fake: 0.012 +(epoch: 55, iters: 5736, time: 0.291, data: 0.017) G_GAN: 6.464 G_L1: 7.000 D_real: 0.000 D_fake: 0.045 +(epoch: 55, iters: 5836, time: 0.299, data: 0.020) G_GAN: 5.986 G_L1: 5.806 D_real: 0.104 D_fake: 0.035 +(epoch: 55, iters: 5936, time: 0.408, data: 0.018) G_GAN: 5.229 G_L1: 4.042 D_real: 0.000 D_fake: 0.021 +(epoch: 55, iters: 6036, time: 0.283, data: 0.017) G_GAN: 2.871 G_L1: 3.264 D_real: 0.038 D_fake: 0.127 +(epoch: 55, iters: 6136, time: 0.294, data: 0.016) G_GAN: 4.005 G_L1: 5.828 D_real: 0.047 D_fake: 0.041 +(epoch: 55, iters: 6236, time: 0.297, data: 0.018) G_GAN: 3.986 G_L1: 3.640 D_real: 0.011 D_fake: 0.063 +(epoch: 55, iters: 6336, time: 0.403, data: 0.018) G_GAN: 4.629 G_L1: 4.300 D_real: 0.013 D_fake: 0.117 +(epoch: 55, iters: 6436, time: 0.300, data: 0.018) G_GAN: 5.258 G_L1: 8.157 D_real: 0.030 D_fake: 0.033 +(epoch: 55, iters: 6536, time: 0.293, data: 0.020) G_GAN: 5.493 G_L1: 4.720 D_real: 0.022 D_fake: 0.019 +(epoch: 55, iters: 6636, time: 0.278, data: 0.020) G_GAN: 4.476 G_L1: 4.120 D_real: 0.075 D_fake: 0.071 +(epoch: 55, iters: 6736, time: 0.422, data: 0.017) G_GAN: 4.390 G_L1: 6.272 D_real: 0.540 D_fake: 0.033 +(epoch: 55, iters: 6836, time: 0.303, data: 0.018) G_GAN: 2.980 G_L1: 5.894 D_real: 0.876 D_fake: 0.094 +(epoch: 55, iters: 6936, time: 0.291, data: 0.018) G_GAN: 7.041 G_L1: 4.080 D_real: 0.064 D_fake: 0.221 +(epoch: 55, iters: 7036, time: 0.299, data: 0.018) G_GAN: 2.968 G_L1: 3.142 D_real: 0.361 D_fake: 0.085 +(epoch: 55, iters: 7136, time: 0.603, data: 0.017) G_GAN: 4.827 G_L1: 4.351 D_real: 0.028 D_fake: 0.013 +(epoch: 55, iters: 7236, time: 0.300, data: 0.019) G_GAN: 5.168 G_L1: 4.950 D_real: 0.327 D_fake: 0.065 +(epoch: 55, iters: 7336, time: 0.300, data: 0.022) G_GAN: 5.207 G_L1: 5.092 D_real: 0.231 D_fake: 0.199 +(epoch: 55, iters: 7436, time: 0.303, data: 0.019) G_GAN: 4.467 G_L1: 7.773 D_real: 0.127 D_fake: 0.059 +(epoch: 55, iters: 7536, time: 0.386, data: 0.019) G_GAN: 3.966 G_L1: 2.592 D_real: 0.007 D_fake: 0.059 +(epoch: 55, iters: 7636, time: 0.295, data: 0.018) G_GAN: 4.686 G_L1: 4.780 D_real: 0.066 D_fake: 0.190 +(epoch: 55, iters: 7736, time: 0.305, data: 0.018) G_GAN: 4.394 G_L1: 3.129 D_real: 0.005 D_fake: 0.035 +(epoch: 55, iters: 7836, time: 0.305, data: 0.018) G_GAN: 3.253 G_L1: 4.528 D_real: 0.270 D_fake: 0.059 +(epoch: 55, iters: 7936, time: 0.415, data: 0.019) G_GAN: 4.309 G_L1: 5.767 D_real: 0.100 D_fake: 0.058 +(epoch: 55, iters: 8036, time: 0.289, data: 0.019) G_GAN: 4.495 G_L1: 3.469 D_real: 0.017 D_fake: 0.031 +(epoch: 55, iters: 8136, time: 0.291, data: 0.023) G_GAN: 4.723 G_L1: 3.163 D_real: 0.049 D_fake: 0.185 +(epoch: 55, iters: 8236, time: 0.308, data: 0.019) G_GAN: 5.501 G_L1: 4.338 D_real: 0.008 D_fake: 0.017 +(epoch: 55, iters: 8336, time: 0.423, data: 0.019) G_GAN: 5.574 G_L1: 4.795 D_real: 0.209 D_fake: 0.036 +(epoch: 55, iters: 8436, time: 0.292, data: 0.020) G_GAN: 4.739 G_L1: 2.965 D_real: 0.412 D_fake: 0.049 +(epoch: 55, iters: 8536, time: 0.300, data: 0.017) G_GAN: 3.694 G_L1: 5.688 D_real: 0.026 D_fake: 0.205 +(epoch: 55, iters: 8636, time: 0.295, data: 0.021) G_GAN: 5.224 G_L1: 4.021 D_real: 0.126 D_fake: 0.029 +(epoch: 55, iters: 8736, time: 0.387, data: 0.017) G_GAN: 3.837 G_L1: 2.745 D_real: 0.007 D_fake: 0.126 +(epoch: 55, iters: 8836, time: 0.298, data: 0.017) G_GAN: 3.098 G_L1: 3.692 D_real: 0.227 D_fake: 0.442 +(epoch: 55, iters: 8936, time: 0.302, data: 0.018) G_GAN: 4.016 G_L1: 4.183 D_real: 0.134 D_fake: 0.071 +(epoch: 55, iters: 9036, time: 0.289, data: 0.019) G_GAN: 5.624 G_L1: 7.775 D_real: 0.020 D_fake: 0.061 +(epoch: 55, iters: 9136, time: 0.593, data: 0.018) G_GAN: 3.646 G_L1: 4.646 D_real: 0.136 D_fake: 0.382 +(epoch: 55, iters: 9236, time: 0.290, data: 0.019) G_GAN: 5.037 G_L1: 5.729 D_real: 0.004 D_fake: 0.073 +(epoch: 55, iters: 9336, time: 0.301, data: 0.018) G_GAN: 5.512 G_L1: 5.870 D_real: 0.012 D_fake: 0.064 +(epoch: 55, iters: 9436, time: 0.301, data: 0.018) G_GAN: 6.084 G_L1: 5.713 D_real: 0.069 D_fake: 0.019 +(epoch: 55, iters: 9536, time: 0.418, data: 0.019) G_GAN: 5.246 G_L1: 5.460 D_real: 0.018 D_fake: 0.061 +(epoch: 55, iters: 9636, time: 0.294, data: 0.017) G_GAN: 6.494 G_L1: 6.263 D_real: 0.054 D_fake: 0.032 +(epoch: 55, iters: 9736, time: 0.294, data: 0.017) G_GAN: 5.709 G_L1: 7.429 D_real: 0.259 D_fake: 0.025 +(epoch: 55, iters: 9836, time: 0.300, data: 0.017) G_GAN: 4.854 G_L1: 4.722 D_real: 0.004 D_fake: 0.025 +(epoch: 55, iters: 9936, time: 0.421, data: 0.028) G_GAN: 5.511 G_L1: 4.994 D_real: 0.127 D_fake: 0.144 +(epoch: 55, iters: 10036, time: 0.304, data: 0.018) G_GAN: 4.513 G_L1: 4.431 D_real: 0.070 D_fake: 0.082 +(epoch: 55, iters: 10136, time: 0.301, data: 0.019) G_GAN: 4.327 G_L1: 3.558 D_real: 0.089 D_fake: 0.074 +(epoch: 55, iters: 10236, time: 0.309, data: 0.021) G_GAN: 5.509 G_L1: 3.254 D_real: 0.013 D_fake: 0.060 +(epoch: 55, iters: 10336, time: 0.414, data: 0.018) G_GAN: 6.491 G_L1: 5.746 D_real: 0.040 D_fake: 0.027 +(epoch: 55, iters: 10436, time: 0.298, data: 0.019) G_GAN: 4.494 G_L1: 3.138 D_real: 0.024 D_fake: 0.184 +(epoch: 55, iters: 10536, time: 0.299, data: 0.019) G_GAN: 5.567 G_L1: 3.728 D_real: 0.011 D_fake: 0.397 +(epoch: 55, iters: 10636, time: 0.290, data: 0.020) G_GAN: 3.683 G_L1: 3.553 D_real: 0.080 D_fake: 0.084 +(epoch: 55, iters: 10736, time: 0.370, data: 0.018) G_GAN: 4.464 G_L1: 3.514 D_real: 0.202 D_fake: 0.040 +(epoch: 55, iters: 10836, time: 0.302, data: 0.017) G_GAN: 3.797 G_L1: 3.471 D_real: 0.089 D_fake: 0.079 +(epoch: 55, iters: 10936, time: 0.301, data: 0.019) G_GAN: 3.810 G_L1: 3.795 D_real: 0.001 D_fake: 0.135 +(epoch: 55, iters: 11036, time: 0.300, data: 0.020) G_GAN: 4.209 G_L1: 2.969 D_real: 0.020 D_fake: 0.048 +(epoch: 55, iters: 11136, time: 0.566, data: 0.019) G_GAN: 3.992 G_L1: 3.545 D_real: 0.159 D_fake: 0.186 +(epoch: 55, iters: 11236, time: 0.301, data: 0.017) G_GAN: 4.986 G_L1: 3.320 D_real: 0.481 D_fake: 0.017 +(epoch: 55, iters: 11336, time: 0.295, data: 0.018) G_GAN: 4.414 G_L1: 2.544 D_real: 0.024 D_fake: 1.032 +(epoch: 55, iters: 11436, time: 0.301, data: 0.016) G_GAN: 5.173 G_L1: 4.154 D_real: 0.269 D_fake: 0.012 +(epoch: 55, iters: 11536, time: 0.413, data: 0.019) G_GAN: 3.937 G_L1: 3.668 D_real: 0.159 D_fake: 0.126 +(epoch: 55, iters: 11636, time: 0.300, data: 0.017) G_GAN: 4.102 G_L1: 4.378 D_real: 0.011 D_fake: 0.070 +(epoch: 55, iters: 11736, time: 0.301, data: 0.020) G_GAN: 4.033 G_L1: 4.242 D_real: 0.028 D_fake: 0.094 +(epoch: 55, iters: 11836, time: 0.302, data: 0.019) G_GAN: 3.846 G_L1: 5.409 D_real: 0.014 D_fake: 0.245 +(epoch: 55, iters: 11936, time: 0.423, data: 0.019) G_GAN: 4.370 G_L1: 5.329 D_real: 0.024 D_fake: 0.093 +(epoch: 55, iters: 12036, time: 0.303, data: 0.019) G_GAN: 4.111 G_L1: 4.969 D_real: 0.036 D_fake: 0.082 +(epoch: 55, iters: 12136, time: 0.304, data: 0.018) G_GAN: 7.053 G_L1: 8.351 D_real: 0.004 D_fake: 0.010 +(epoch: 55, iters: 12236, time: 0.305, data: 0.018) G_GAN: 4.200 G_L1: 3.913 D_real: 0.039 D_fake: 0.058 +(epoch: 55, iters: 12336, time: 0.403, data: 0.019) G_GAN: 5.311 G_L1: 3.348 D_real: 0.114 D_fake: 0.014 +(epoch: 55, iters: 12436, time: 0.282, data: 0.018) G_GAN: 4.051 G_L1: 3.083 D_real: 0.085 D_fake: 0.082 +(epoch: 55, iters: 12536, time: 0.305, data: 0.018) G_GAN: 5.114 G_L1: 4.086 D_real: 0.023 D_fake: 0.527 +(epoch: 55, iters: 12636, time: 0.304, data: 0.018) G_GAN: 3.676 G_L1: 2.362 D_real: 0.046 D_fake: 0.092 +(epoch: 55, iters: 12736, time: 0.427, data: 0.020) G_GAN: 4.800 G_L1: 7.002 D_real: 0.000 D_fake: 0.126 +(epoch: 55, iters: 12836, time: 0.288, data: 0.019) G_GAN: 3.958 G_L1: 4.156 D_real: 0.117 D_fake: 0.120 +(epoch: 55, iters: 12936, time: 0.303, data: 0.016) G_GAN: 5.232 G_L1: 5.242 D_real: 0.155 D_fake: 0.011 +(epoch: 55, iters: 13036, time: 0.303, data: 0.019) G_GAN: 4.099 G_L1: 5.695 D_real: 0.039 D_fake: 0.128 +(epoch: 55, iters: 13136, time: 0.587, data: 0.019) G_GAN: 6.486 G_L1: 8.414 D_real: 0.084 D_fake: 0.004 +(epoch: 55, iters: 13236, time: 0.300, data: 0.016) G_GAN: 5.106 G_L1: 3.564 D_real: 0.016 D_fake: 0.085 +(epoch: 55, iters: 13336, time: 0.304, data: 0.018) G_GAN: 6.790 G_L1: 4.593 D_real: 0.015 D_fake: 0.005 +(epoch: 55, iters: 13436, time: 0.299, data: 0.018) G_GAN: 4.050 G_L1: 4.229 D_real: 0.011 D_fake: 0.089 +(epoch: 55, iters: 13536, time: 0.420, data: 0.017) G_GAN: 5.822 G_L1: 7.114 D_real: 0.002 D_fake: 0.018 +(epoch: 55, iters: 13636, time: 0.294, data: 0.018) G_GAN: 5.393 G_L1: 4.074 D_real: 0.097 D_fake: 0.014 +(epoch: 55, iters: 13736, time: 0.298, data: 0.020) G_GAN: 4.668 G_L1: 3.808 D_real: 0.008 D_fake: 0.035 +(epoch: 55, iters: 13836, time: 0.308, data: 0.023) G_GAN: 4.770 G_L1: 3.922 D_real: 0.006 D_fake: 0.047 +(epoch: 55, iters: 13936, time: 0.385, data: 0.020) G_GAN: 3.948 G_L1: 3.388 D_real: 0.230 D_fake: 0.024 +(epoch: 55, iters: 14036, time: 0.303, data: 0.019) G_GAN: 3.845 G_L1: 4.344 D_real: 0.020 D_fake: 0.581 +(epoch: 55, iters: 14136, time: 0.304, data: 0.019) G_GAN: 4.471 G_L1: 4.137 D_real: 0.046 D_fake: 0.025 +(epoch: 55, iters: 14236, time: 0.305, data: 0.019) G_GAN: 4.796 G_L1: 3.493 D_real: 0.026 D_fake: 0.031 +(epoch: 55, iters: 14336, time: 0.412, data: 0.020) G_GAN: 5.444 G_L1: 5.139 D_real: 0.012 D_fake: 0.012 +(epoch: 55, iters: 14436, time: 0.292, data: 0.019) G_GAN: 4.704 G_L1: 3.180 D_real: 0.033 D_fake: 0.043 +(epoch: 55, iters: 14536, time: 0.305, data: 0.020) G_GAN: 4.918 G_L1: 4.166 D_real: 0.011 D_fake: 0.058 +(epoch: 55, iters: 14636, time: 0.306, data: 0.019) G_GAN: 3.180 G_L1: 3.856 D_real: 0.090 D_fake: 0.166 +(epoch: 55, iters: 14736, time: 0.413, data: 0.022) G_GAN: 3.363 G_L1: 3.443 D_real: 0.070 D_fake: 0.742 +(epoch: 55, iters: 14836, time: 0.298, data: 0.020) G_GAN: 4.287 G_L1: 3.064 D_real: 0.582 D_fake: 0.021 +(epoch: 55, iters: 14936, time: 0.308, data: 0.018) G_GAN: 4.629 G_L1: 4.586 D_real: 0.046 D_fake: 0.066 +(epoch: 55, iters: 15036, time: 0.300, data: 0.021) G_GAN: 4.735 G_L1: 6.540 D_real: 0.014 D_fake: 0.078 +(epoch: 55, iters: 15136, time: 0.596, data: 0.017) G_GAN: 4.691 G_L1: 4.575 D_real: 0.001 D_fake: 0.189 +(epoch: 55, iters: 15236, time: 0.305, data: 0.018) G_GAN: 5.818 G_L1: 3.996 D_real: 0.101 D_fake: 0.011 +(epoch: 55, iters: 15336, time: 0.304, data: 0.018) G_GAN: 4.635 G_L1: 3.960 D_real: 0.036 D_fake: 0.078 +(epoch: 55, iters: 15436, time: 0.298, data: 0.019) G_GAN: 3.918 G_L1: 3.006 D_real: 0.011 D_fake: 0.240 +(epoch: 55, iters: 15536, time: 0.414, data: 0.020) G_GAN: 4.729 G_L1: 3.743 D_real: 0.081 D_fake: 0.093 +(epoch: 55, iters: 15636, time: 0.303, data: 0.016) G_GAN: 5.372 G_L1: 5.030 D_real: 0.160 D_fake: 0.057 +(epoch: 55, iters: 15736, time: 0.304, data: 0.019) G_GAN: 7.346 G_L1: 5.093 D_real: 0.002 D_fake: 0.017 +(epoch: 55, iters: 15836, time: 0.302, data: 0.018) G_GAN: 6.903 G_L1: 5.378 D_real: 0.002 D_fake: 0.005 +(epoch: 55, iters: 15936, time: 0.409, data: 0.019) G_GAN: 4.821 G_L1: 7.371 D_real: 0.010 D_fake: 0.140 +(epoch: 55, iters: 16036, time: 0.300, data: 0.018) G_GAN: 4.497 G_L1: 6.184 D_real: 0.002 D_fake: 0.056 +(epoch: 55, iters: 16136, time: 0.304, data: 0.018) G_GAN: 6.497 G_L1: 4.653 D_real: 0.002 D_fake: 0.017 +(epoch: 55, iters: 16236, time: 0.297, data: 0.018) G_GAN: 4.391 G_L1: 5.203 D_real: 0.009 D_fake: 0.061 +(epoch: 55, iters: 16336, time: 0.405, data: 0.018) G_GAN: 5.618 G_L1: 6.342 D_real: 0.002 D_fake: 0.009 +(epoch: 55, iters: 16436, time: 0.312, data: 0.023) G_GAN: 5.421 G_L1: 4.345 D_real: 0.076 D_fake: 0.012 +(epoch: 55, iters: 16536, time: 0.287, data: 0.021) G_GAN: 4.829 G_L1: 3.968 D_real: 0.022 D_fake: 0.044 +(epoch: 55, iters: 16636, time: 0.296, data: 0.017) G_GAN: 6.124 G_L1: 3.039 D_real: 0.128 D_fake: 0.012 +(epoch: 55, iters: 16736, time: 0.410, data: 0.019) G_GAN: 5.861 G_L1: 4.971 D_real: 0.014 D_fake: 0.385 +(epoch: 55, iters: 16836, time: 0.301, data: 0.019) G_GAN: 5.702 G_L1: 4.363 D_real: 0.084 D_fake: 0.145 +(epoch: 55, iters: 16936, time: 0.301, data: 0.018) G_GAN: 5.274 G_L1: 5.436 D_real: 0.163 D_fake: 0.046 +(epoch: 55, iters: 17036, time: 0.304, data: 0.020) G_GAN: 5.279 G_L1: 6.161 D_real: 0.002 D_fake: 0.428 +(epoch: 55, iters: 17136, time: 0.545, data: 0.019) G_GAN: 7.680 G_L1: 5.722 D_real: 0.035 D_fake: 0.045 +(epoch: 55, iters: 17236, time: 0.299, data: 0.019) G_GAN: 7.723 G_L1: 5.060 D_real: 0.004 D_fake: 0.003 +(epoch: 55, iters: 17336, time: 0.295, data: 0.019) G_GAN: 5.030 G_L1: 3.401 D_real: 0.006 D_fake: 1.289 +(epoch: 55, iters: 17436, time: 0.291, data: 0.022) G_GAN: 4.827 G_L1: 3.503 D_real: 0.132 D_fake: 0.042 +(epoch: 55, iters: 17536, time: 0.406, data: 0.019) G_GAN: 4.719 G_L1: 10.151 D_real: 0.041 D_fake: 0.064 +(epoch: 55, iters: 17636, time: 0.292, data: 0.019) G_GAN: 5.682 G_L1: 4.189 D_real: 0.001 D_fake: 0.023 +(epoch: 55, iters: 17736, time: 0.307, data: 0.018) G_GAN: 4.301 G_L1: 3.218 D_real: 0.136 D_fake: 0.031 +(epoch: 55, iters: 17836, time: 0.304, data: 0.020) G_GAN: 5.139 G_L1: 4.429 D_real: 0.003 D_fake: 0.045 +(epoch: 55, iters: 17936, time: 0.417, data: 0.020) G_GAN: 5.275 G_L1: 4.178 D_real: 0.049 D_fake: 0.109 +(epoch: 55, iters: 18036, time: 0.303, data: 0.024) G_GAN: 4.731 G_L1: 4.633 D_real: 0.045 D_fake: 0.107 +(epoch: 55, iters: 18136, time: 0.306, data: 0.018) G_GAN: 4.691 G_L1: 2.772 D_real: 0.013 D_fake: 0.033 +(epoch: 55, iters: 18236, time: 0.303, data: 0.021) G_GAN: 3.376 G_L1: 3.438 D_real: 0.529 D_fake: 0.075 +(epoch: 55, iters: 18336, time: 0.420, data: 0.019) G_GAN: 5.198 G_L1: 3.796 D_real: 0.248 D_fake: 0.335 +(epoch: 55, iters: 18436, time: 0.298, data: 0.019) G_GAN: 4.261 G_L1: 4.056 D_real: 0.055 D_fake: 0.048 +(epoch: 55, iters: 18536, time: 0.305, data: 0.019) G_GAN: 5.499 G_L1: 3.672 D_real: 0.017 D_fake: 0.015 +(epoch: 55, iters: 18636, time: 0.302, data: 0.019) G_GAN: 5.559 G_L1: 5.294 D_real: 0.289 D_fake: 0.022 +(epoch: 55, iters: 18736, time: 0.390, data: 0.019) G_GAN: 5.019 G_L1: 2.473 D_real: 0.061 D_fake: 0.052 +(epoch: 55, iters: 18836, time: 0.300, data: 0.018) G_GAN: 6.116 G_L1: 3.577 D_real: 0.083 D_fake: 0.010 +(epoch: 55, iters: 18936, time: 0.301, data: 0.020) G_GAN: 4.092 G_L1: 3.089 D_real: 0.092 D_fake: 0.139 +(epoch: 55, iters: 19036, time: 0.304, data: 0.020) G_GAN: 5.824 G_L1: 3.837 D_real: 0.006 D_fake: 0.065 +(epoch: 55, iters: 19136, time: 0.586, data: 0.019) G_GAN: 5.330 G_L1: 3.239 D_real: 0.019 D_fake: 0.019 +(epoch: 55, iters: 19236, time: 0.304, data: 0.019) G_GAN: 5.242 G_L1: 4.989 D_real: 0.003 D_fake: 0.598 +(epoch: 55, iters: 19336, time: 0.297, data: 0.020) G_GAN: 3.657 G_L1: 3.666 D_real: 0.458 D_fake: 0.025 +(epoch: 55, iters: 19436, time: 0.302, data: 0.019) G_GAN: 4.708 G_L1: 3.944 D_real: 0.031 D_fake: 0.049 +(epoch: 55, iters: 19536, time: 0.389, data: 0.020) G_GAN: 4.009 G_L1: 3.971 D_real: 0.044 D_fake: 0.302 +(epoch: 55, iters: 19636, time: 0.306, data: 0.020) G_GAN: 4.625 G_L1: 2.253 D_real: 0.328 D_fake: 0.010 +(epoch: 55, iters: 19736, time: 0.303, data: 0.020) G_GAN: 5.019 G_L1: 6.498 D_real: 0.044 D_fake: 0.223 +(epoch: 55, iters: 19836, time: 0.301, data: 0.021) G_GAN: 5.993 G_L1: 3.163 D_real: 0.014 D_fake: 0.356 +(epoch: 55, iters: 19936, time: 0.413, data: 0.018) G_GAN: 3.487 G_L1: 4.566 D_real: 0.344 D_fake: 0.081 +(epoch: 55, iters: 20036, time: 0.305, data: 0.019) G_GAN: 5.049 G_L1: 4.159 D_real: 0.072 D_fake: 0.035 +(epoch: 55, iters: 20136, time: 0.290, data: 0.019) G_GAN: 3.856 G_L1: 3.423 D_real: 0.076 D_fake: 0.035 +(epoch: 55, iters: 20236, time: 0.284, data: 0.023) G_GAN: 4.123 G_L1: 3.171 D_real: 0.251 D_fake: 0.021 +(epoch: 55, iters: 20336, time: 0.417, data: 0.017) G_GAN: 5.101 G_L1: 3.714 D_real: 0.043 D_fake: 0.018 +(epoch: 55, iters: 20436, time: 0.290, data: 0.019) G_GAN: 4.344 G_L1: 3.573 D_real: 0.014 D_fake: 0.083 +(epoch: 55, iters: 20536, time: 0.284, data: 0.019) G_GAN: 4.498 G_L1: 4.169 D_real: 0.011 D_fake: 0.086 +(epoch: 55, iters: 20636, time: 0.307, data: 0.020) G_GAN: 2.823 G_L1: 2.677 D_real: 0.020 D_fake: 0.251 +(epoch: 55, iters: 20736, time: 0.404, data: 0.020) G_GAN: 6.199 G_L1: 5.333 D_real: 0.009 D_fake: 0.047 +(epoch: 55, iters: 20836, time: 0.300, data: 0.018) G_GAN: 4.017 G_L1: 9.564 D_real: 0.005 D_fake: 0.144 +(epoch: 55, iters: 20936, time: 0.297, data: 0.018) G_GAN: 4.274 G_L1: 3.569 D_real: 0.419 D_fake: 0.019 +(epoch: 55, iters: 21036, time: 0.298, data: 0.019) G_GAN: 4.174 G_L1: 5.685 D_real: 0.482 D_fake: 0.042 +(epoch: 55, iters: 21136, time: 0.601, data: 0.018) G_GAN: 3.820 G_L1: 3.303 D_real: 0.038 D_fake: 0.128 +(epoch: 55, iters: 21236, time: 0.301, data: 0.018) G_GAN: 4.343 G_L1: 3.547 D_real: 0.010 D_fake: 0.045 +(epoch: 55, iters: 21336, time: 0.293, data: 0.018) G_GAN: 5.842 G_L1: 3.313 D_real: 0.019 D_fake: 0.205 +(epoch: 55, iters: 21436, time: 0.294, data: 0.021) G_GAN: 5.870 G_L1: 4.190 D_real: 0.009 D_fake: 0.036 +(epoch: 55, iters: 21536, time: 0.425, data: 0.018) G_GAN: 5.870 G_L1: 5.022 D_real: 0.001 D_fake: 0.028 +(epoch: 55, iters: 21636, time: 0.288, data: 0.021) G_GAN: 5.019 G_L1: 5.503 D_real: 0.011 D_fake: 0.596 +(epoch: 55, iters: 21736, time: 0.305, data: 0.015) G_GAN: 2.727 G_L1: 3.572 D_real: 0.317 D_fake: 0.253 +(epoch: 55, iters: 21836, time: 0.297, data: 0.018) G_GAN: 4.652 G_L1: 3.771 D_real: 0.022 D_fake: 0.033 +(epoch: 55, iters: 21936, time: 0.434, data: 0.020) G_GAN: 7.361 G_L1: 5.666 D_real: 0.064 D_fake: 0.009 +(epoch: 55, iters: 22036, time: 0.295, data: 0.019) G_GAN: 5.585 G_L1: 3.655 D_real: 0.006 D_fake: 0.036 +(epoch: 55, iters: 22136, time: 0.306, data: 0.019) G_GAN: 4.925 G_L1: 3.836 D_real: 0.001 D_fake: 0.106 +(epoch: 55, iters: 22236, time: 0.305, data: 0.019) G_GAN: 3.891 G_L1: 3.702 D_real: 0.215 D_fake: 0.158 +(epoch: 55, iters: 22336, time: 0.412, data: 0.019) G_GAN: 3.948 G_L1: 3.569 D_real: 0.052 D_fake: 0.133 +(epoch: 55, iters: 22436, time: 0.294, data: 0.020) G_GAN: 3.996 G_L1: 4.928 D_real: 0.267 D_fake: 0.068 +(epoch: 55, iters: 22536, time: 0.305, data: 0.019) G_GAN: 3.085 G_L1: 3.433 D_real: 0.252 D_fake: 0.179 +(epoch: 55, iters: 22636, time: 0.297, data: 0.018) G_GAN: 4.172 G_L1: 3.881 D_real: 0.309 D_fake: 0.029 +(epoch: 55, iters: 22736, time: 0.419, data: 0.016) G_GAN: 5.613 G_L1: 5.736 D_real: 0.000 D_fake: 0.185 +(epoch: 55, iters: 22836, time: 0.293, data: 0.020) G_GAN: 4.793 G_L1: 6.514 D_real: 0.012 D_fake: 0.233 +(epoch: 55, iters: 22936, time: 0.298, data: 0.018) G_GAN: 7.082 G_L1: 2.221 D_real: 0.880 D_fake: 0.032 +(epoch: 55, iters: 23036, time: 0.301, data: 0.019) G_GAN: 5.518 G_L1: 3.844 D_real: 0.001 D_fake: 0.530 +(epoch: 55, iters: 23136, time: 0.598, data: 0.019) G_GAN: 5.818 G_L1: 3.559 D_real: 0.033 D_fake: 0.041 +(epoch: 55, iters: 23236, time: 0.307, data: 0.020) G_GAN: 3.568 G_L1: 3.519 D_real: 0.184 D_fake: 0.328 +(epoch: 55, iters: 23336, time: 0.294, data: 0.020) G_GAN: 5.562 G_L1: 5.671 D_real: 0.006 D_fake: 0.204 +(epoch: 55, iters: 23436, time: 0.306, data: 0.019) G_GAN: 7.179 G_L1: 9.037 D_real: 0.008 D_fake: 0.048 +(epoch: 55, iters: 23536, time: 0.384, data: 0.020) G_GAN: 4.046 G_L1: 3.376 D_real: 0.002 D_fake: 0.124 +(epoch: 55, iters: 23636, time: 0.314, data: 0.019) G_GAN: 8.712 G_L1: 4.104 D_real: 0.143 D_fake: 0.002 +(epoch: 55, iters: 23736, time: 0.307, data: 0.021) G_GAN: 5.768 G_L1: 8.642 D_real: 0.259 D_fake: 0.086 +(epoch: 55, iters: 23836, time: 0.295, data: 0.019) G_GAN: 5.271 G_L1: 6.560 D_real: 0.009 D_fake: 0.030 +(epoch: 55, iters: 23936, time: 0.418, data: 0.018) G_GAN: 3.296 G_L1: 4.470 D_real: 0.640 D_fake: 0.099 +(epoch: 55, iters: 24036, time: 0.294, data: 0.018) G_GAN: 3.399 G_L1: 4.140 D_real: 0.063 D_fake: 0.119 +(epoch: 55, iters: 24136, time: 0.303, data: 0.018) G_GAN: 5.582 G_L1: 5.634 D_real: 0.016 D_fake: 0.043 +(epoch: 55, iters: 24236, time: 0.301, data: 0.018) G_GAN: 5.261 G_L1: 3.951 D_real: 0.011 D_fake: 0.088 +(epoch: 55, iters: 24336, time: 0.412, data: 0.022) G_GAN: 4.111 G_L1: 3.639 D_real: 0.078 D_fake: 0.064 +(epoch: 55, iters: 24436, time: 0.304, data: 0.018) G_GAN: 4.184 G_L1: 3.682 D_real: 0.100 D_fake: 0.178 +(epoch: 55, iters: 24536, time: 0.298, data: 0.019) G_GAN: 5.700 G_L1: 4.091 D_real: 0.009 D_fake: 0.218 +(epoch: 55, iters: 24636, time: 0.301, data: 0.019) G_GAN: 5.980 G_L1: 3.792 D_real: 0.077 D_fake: 0.018 +(epoch: 55, iters: 24736, time: 0.386, data: 0.019) G_GAN: 5.273 G_L1: 2.507 D_real: 0.088 D_fake: 0.020 +(epoch: 55, iters: 24836, time: 0.305, data: 0.020) G_GAN: 3.089 G_L1: 2.751 D_real: 0.001 D_fake: 0.096 +(epoch: 55, iters: 24936, time: 0.304, data: 0.019) G_GAN: 5.619 G_L1: 5.573 D_real: 0.131 D_fake: 0.178 +(epoch: 55, iters: 25036, time: 0.299, data: 0.022) G_GAN: 4.240 G_L1: 5.175 D_real: 0.431 D_fake: 0.031 +(epoch: 55, iters: 25136, time: 0.590, data: 0.022) G_GAN: 5.062 G_L1: 3.999 D_real: 0.002 D_fake: 0.024 +(epoch: 55, iters: 25236, time: 0.299, data: 0.019) G_GAN: 2.381 G_L1: 6.388 D_real: 0.007 D_fake: 0.340 +(epoch: 55, iters: 25336, time: 0.306, data: 0.019) G_GAN: 4.142 G_L1: 4.082 D_real: 0.033 D_fake: 0.088 +(epoch: 55, iters: 25436, time: 0.302, data: 0.019) G_GAN: 3.917 G_L1: 2.735 D_real: 0.050 D_fake: 0.385 +(epoch: 55, iters: 25536, time: 0.415, data: 0.023) G_GAN: 4.240 G_L1: 3.577 D_real: 0.006 D_fake: 0.067 +(epoch: 55, iters: 25636, time: 0.304, data: 0.019) G_GAN: 3.383 G_L1: 3.067 D_real: 0.012 D_fake: 0.194 +(epoch: 55, iters: 25736, time: 0.302, data: 0.018) G_GAN: 4.262 G_L1: 4.945 D_real: 0.050 D_fake: 0.126 +(epoch: 55, iters: 25836, time: 0.296, data: 0.018) G_GAN: 3.723 G_L1: 3.803 D_real: 0.118 D_fake: 0.398 +(epoch: 55, iters: 25936, time: 0.423, data: 0.019) G_GAN: 5.284 G_L1: 4.462 D_real: 0.070 D_fake: 0.014 +(epoch: 55, iters: 26036, time: 0.292, data: 0.018) G_GAN: 3.715 G_L1: 5.445 D_real: 0.084 D_fake: 0.075 +(epoch: 55, iters: 26136, time: 0.311, data: 0.018) G_GAN: 4.716 G_L1: 2.714 D_real: 0.085 D_fake: 0.017 +(epoch: 55, iters: 26236, time: 0.289, data: 0.020) G_GAN: 4.505 G_L1: 4.765 D_real: 0.300 D_fake: 0.038 +(epoch: 55, iters: 26336, time: 0.416, data: 0.016) G_GAN: 4.586 G_L1: 3.761 D_real: 0.004 D_fake: 0.034 +(epoch: 55, iters: 26436, time: 0.295, data: 0.019) G_GAN: 5.166 G_L1: 6.248 D_real: 0.005 D_fake: 0.121 +(epoch: 55, iters: 26536, time: 0.303, data: 0.020) G_GAN: 6.326 G_L1: 5.015 D_real: 0.122 D_fake: 0.006 +(epoch: 55, iters: 26636, time: 0.309, data: 0.020) G_GAN: 4.729 G_L1: 4.520 D_real: 0.062 D_fake: 0.049 +(epoch: 55, iters: 26736, time: 0.416, data: 0.018) G_GAN: 3.676 G_L1: 3.257 D_real: 0.298 D_fake: 0.063 +(epoch: 55, iters: 26836, time: 0.303, data: 0.019) G_GAN: 5.269 G_L1: 3.723 D_real: 0.122 D_fake: 0.462 +(epoch: 55, iters: 26936, time: 0.303, data: 0.019) G_GAN: 5.370 G_L1: 4.937 D_real: 0.222 D_fake: 0.022 +(epoch: 55, iters: 27036, time: 0.299, data: 0.019) G_GAN: 4.389 G_L1: 4.145 D_real: 0.038 D_fake: 0.154 +(epoch: 55, iters: 27136, time: 0.578, data: 0.019) G_GAN: 4.385 G_L1: 3.157 D_real: 0.279 D_fake: 0.038 +(epoch: 55, iters: 27236, time: 0.300, data: 0.017) G_GAN: 6.584 G_L1: 4.261 D_real: 0.011 D_fake: 0.010 +(epoch: 55, iters: 27336, time: 0.303, data: 0.019) G_GAN: 4.426 G_L1: 3.628 D_real: 0.041 D_fake: 0.031 +(epoch: 55, iters: 27436, time: 0.304, data: 0.019) G_GAN: 5.385 G_L1: 4.602 D_real: 0.058 D_fake: 0.026 +(epoch: 55, iters: 27536, time: 0.392, data: 0.018) G_GAN: 5.121 G_L1: 4.742 D_real: 0.397 D_fake: 0.045 +(epoch: 55, iters: 27636, time: 0.302, data: 0.019) G_GAN: 6.043 G_L1: 6.089 D_real: 0.008 D_fake: 0.030 +(epoch: 55, iters: 27736, time: 0.306, data: 0.020) G_GAN: 4.735 G_L1: 3.428 D_real: 0.075 D_fake: 0.033 +(epoch: 55, iters: 27836, time: 0.299, data: 0.019) G_GAN: 5.314 G_L1: 3.784 D_real: 0.110 D_fake: 0.037 +(epoch: 55, iters: 27936, time: 0.375, data: 0.021) G_GAN: 5.909 G_L1: 5.169 D_real: 0.096 D_fake: 0.218 +(epoch: 55, iters: 28036, time: 0.303, data: 0.021) G_GAN: 5.242 G_L1: 4.186 D_real: 0.014 D_fake: 0.368 +(epoch: 55, iters: 28136, time: 0.301, data: 0.020) G_GAN: 4.299 G_L1: 3.467 D_real: 0.002 D_fake: 0.066 +(epoch: 55, iters: 28236, time: 0.295, data: 0.019) G_GAN: 6.165 G_L1: 3.618 D_real: 0.054 D_fake: 0.022 +(epoch: 55, iters: 28336, time: 0.416, data: 0.018) G_GAN: 2.757 G_L1: 3.577 D_real: 0.008 D_fake: 0.144 +(epoch: 55, iters: 28436, time: 0.300, data: 0.018) G_GAN: 3.712 G_L1: 4.186 D_real: 0.000 D_fake: 0.121 +(epoch: 55, iters: 28536, time: 0.294, data: 0.019) G_GAN: 5.498 G_L1: 3.887 D_real: 0.008 D_fake: 0.032 +(epoch: 55, iters: 28636, time: 0.301, data: 0.019) G_GAN: 3.308 G_L1: 3.842 D_real: 0.003 D_fake: 0.088 +(epoch: 55, iters: 28736, time: 0.416, data: 0.020) G_GAN: 5.923 G_L1: 2.639 D_real: 0.019 D_fake: 0.015 +(epoch: 55, iters: 28836, time: 0.302, data: 0.021) G_GAN: 5.536 G_L1: 5.109 D_real: 0.010 D_fake: 0.095 +(epoch: 55, iters: 28936, time: 0.296, data: 0.023) G_GAN: 9.283 G_L1: 9.485 D_real: 0.010 D_fake: 0.003 +(epoch: 55, iters: 29036, time: 0.293, data: 0.018) G_GAN: 4.806 G_L1: 4.171 D_real: 0.001 D_fake: 0.089 +(epoch: 55, iters: 29136, time: 0.550, data: 0.017) G_GAN: 4.594 G_L1: 4.934 D_real: 0.003 D_fake: 0.164 +(epoch: 55, iters: 29236, time: 0.297, data: 0.020) G_GAN: 5.151 G_L1: 3.153 D_real: 0.113 D_fake: 0.011 +(epoch: 55, iters: 29336, time: 0.290, data: 0.017) G_GAN: 4.740 G_L1: 4.165 D_real: 0.383 D_fake: 0.025 +(epoch: 55, iters: 29436, time: 0.300, data: 0.019) G_GAN: 5.137 G_L1: 3.296 D_real: 0.004 D_fake: 0.059 +(epoch: 55, iters: 29536, time: 0.381, data: 0.019) G_GAN: 3.971 G_L1: 2.565 D_real: 0.179 D_fake: 0.071 +(epoch: 55, iters: 29636, time: 0.296, data: 0.020) G_GAN: 3.637 G_L1: 4.097 D_real: 0.104 D_fake: 0.068 +(epoch: 55, iters: 29736, time: 0.302, data: 0.019) G_GAN: 4.209 G_L1: 3.188 D_real: 0.008 D_fake: 0.056 +(epoch: 55, iters: 29836, time: 0.301, data: 0.023) G_GAN: 5.674 G_L1: 3.748 D_real: 0.000 D_fake: 0.011 +(epoch: 55, iters: 29936, time: 0.414, data: 0.020) G_GAN: 7.525 G_L1: 5.428 D_real: 0.046 D_fake: 0.002 +(epoch: 55, iters: 30036, time: 0.296, data: 0.019) G_GAN: 6.221 G_L1: 3.201 D_real: 0.069 D_fake: 0.030 +(epoch: 55, iters: 30136, time: 0.300, data: 0.019) G_GAN: 5.051 G_L1: 4.631 D_real: 0.540 D_fake: 0.012 +(epoch: 55, iters: 30236, time: 0.301, data: 0.019) G_GAN: 6.146 G_L1: 3.354 D_real: 0.092 D_fake: 0.041 +(epoch: 55, iters: 30336, time: 0.421, data: 0.020) G_GAN: 4.370 G_L1: 4.415 D_real: 0.001 D_fake: 0.293 +(epoch: 55, iters: 30436, time: 0.296, data: 0.019) G_GAN: 4.958 G_L1: 5.897 D_real: 0.240 D_fake: 0.016 +(epoch: 55, iters: 30536, time: 0.287, data: 0.018) G_GAN: 4.899 G_L1: 3.477 D_real: 0.034 D_fake: 0.038 +(epoch: 55, iters: 30636, time: 0.281, data: 0.017) G_GAN: 4.283 G_L1: 3.891 D_real: 0.004 D_fake: 0.184 +(epoch: 55, iters: 30736, time: 0.459, data: 0.017) G_GAN: 5.374 G_L1: 4.894 D_real: 0.862 D_fake: 0.046 +(epoch: 55, iters: 30836, time: 0.292, data: 0.018) G_GAN: 4.554 G_L1: 6.760 D_real: 0.193 D_fake: 0.397 +(epoch: 55, iters: 30936, time: 0.306, data: 0.018) G_GAN: 5.807 G_L1: 6.143 D_real: 0.151 D_fake: 0.101 +(epoch: 55, iters: 31036, time: 0.302, data: 0.018) G_GAN: 6.472 G_L1: 7.196 D_real: 0.233 D_fake: 0.008 +(epoch: 55, iters: 31136, time: 0.596, data: 0.019) G_GAN: 4.320 G_L1: 3.786 D_real: 0.098 D_fake: 0.104 +(epoch: 55, iters: 31236, time: 0.297, data: 0.018) G_GAN: 5.797 G_L1: 3.520 D_real: 0.027 D_fake: 0.014 +(epoch: 55, iters: 31336, time: 0.298, data: 0.018) G_GAN: 5.676 G_L1: 4.207 D_real: 0.019 D_fake: 0.056 +(epoch: 55, iters: 31436, time: 0.299, data: 0.020) G_GAN: 5.238 G_L1: 4.228 D_real: 0.026 D_fake: 0.019 +(epoch: 55, iters: 31536, time: 0.423, data: 0.023) G_GAN: 6.706 G_L1: 7.194 D_real: 0.000 D_fake: 0.131 +(epoch: 55, iters: 31636, time: 0.298, data: 0.019) G_GAN: 4.531 G_L1: 6.180 D_real: 0.037 D_fake: 0.072 +(epoch: 55, iters: 31736, time: 0.304, data: 0.019) G_GAN: 3.039 G_L1: 2.998 D_real: 0.141 D_fake: 0.203 +(epoch: 55, iters: 31836, time: 0.305, data: 0.022) G_GAN: 4.953 G_L1: 4.021 D_real: 0.350 D_fake: 0.020 +(epoch: 55, iters: 31936, time: 0.411, data: 0.021) G_GAN: 6.564 G_L1: 4.918 D_real: 0.007 D_fake: 0.188 +(epoch: 55, iters: 32036, time: 0.302, data: 0.019) G_GAN: 4.059 G_L1: 4.597 D_real: 0.004 D_fake: 0.050 +(epoch: 55, iters: 32136, time: 0.305, data: 0.019) G_GAN: 6.812 G_L1: 5.917 D_real: 0.002 D_fake: 0.019 +(epoch: 55, iters: 32236, time: 0.306, data: 0.019) G_GAN: 3.795 G_L1: 5.077 D_real: 0.364 D_fake: 0.030 +(epoch: 55, iters: 32336, time: 0.406, data: 0.019) G_GAN: 6.572 G_L1: 3.370 D_real: 0.012 D_fake: 0.018 +(epoch: 55, iters: 32436, time: 0.294, data: 0.018) G_GAN: 4.351 G_L1: 7.222 D_real: 0.017 D_fake: 0.135 +(epoch: 55, iters: 32536, time: 0.296, data: 0.020) G_GAN: 3.912 G_L1: 3.181 D_real: 0.339 D_fake: 0.018 +(epoch: 55, iters: 32636, time: 0.294, data: 0.019) G_GAN: 4.472 G_L1: 3.311 D_real: 0.288 D_fake: 0.070 +(epoch: 55, iters: 32736, time: 0.430, data: 0.018) G_GAN: 5.058 G_L1: 3.223 D_real: 0.020 D_fake: 0.020 +(epoch: 55, iters: 32836, time: 0.305, data: 0.020) G_GAN: 3.779 G_L1: 4.389 D_real: 0.010 D_fake: 0.055 +(epoch: 55, iters: 32936, time: 0.299, data: 0.019) G_GAN: 4.809 G_L1: 4.546 D_real: 0.113 D_fake: 0.026 +(epoch: 55, iters: 33036, time: 0.303, data: 0.019) G_GAN: 5.474 G_L1: 3.509 D_real: 0.027 D_fake: 0.284 +(epoch: 55, iters: 33136, time: 0.580, data: 0.020) G_GAN: 4.193 G_L1: 4.793 D_real: 0.278 D_fake: 0.035 +(epoch: 55, iters: 33236, time: 0.302, data: 0.021) G_GAN: 4.427 G_L1: 3.847 D_real: 0.052 D_fake: 0.047 +(epoch: 55, iters: 33336, time: 0.296, data: 0.019) G_GAN: 2.900 G_L1: 3.206 D_real: 0.268 D_fake: 0.140 +(epoch: 55, iters: 33436, time: 0.303, data: 0.018) G_GAN: 6.609 G_L1: 3.479 D_real: 0.327 D_fake: 0.001 +(epoch: 55, iters: 33536, time: 0.387, data: 0.020) G_GAN: 3.432 G_L1: 4.027 D_real: 0.891 D_fake: 0.024 +(epoch: 55, iters: 33636, time: 0.298, data: 0.018) G_GAN: 3.839 G_L1: 2.029 D_real: 0.086 D_fake: 0.143 +(epoch: 55, iters: 33736, time: 0.298, data: 0.019) G_GAN: 6.705 G_L1: 3.895 D_real: 0.001 D_fake: 0.012 +(epoch: 55, iters: 33836, time: 0.308, data: 0.019) G_GAN: 4.174 G_L1: 3.095 D_real: 0.000 D_fake: 0.288 +(epoch: 55, iters: 33936, time: 0.415, data: 0.020) G_GAN: 4.224 G_L1: 3.425 D_real: 0.046 D_fake: 0.086 +(epoch: 55, iters: 34036, time: 0.295, data: 0.018) G_GAN: 5.531 G_L1: 3.597 D_real: 0.021 D_fake: 0.016 +(epoch: 55, iters: 34136, time: 0.299, data: 0.018) G_GAN: 5.125 G_L1: 6.575 D_real: 0.001 D_fake: 0.314 +(epoch: 55, iters: 34236, time: 0.305, data: 0.019) G_GAN: 3.773 G_L1: 4.158 D_real: 0.115 D_fake: 0.050 +(epoch: 55, iters: 34336, time: 0.428, data: 0.019) G_GAN: 4.873 G_L1: 6.571 D_real: 0.080 D_fake: 0.052 +(epoch: 55, iters: 34436, time: 0.302, data: 0.019) G_GAN: 5.186 G_L1: 4.848 D_real: 0.002 D_fake: 0.058 +(epoch: 55, iters: 34536, time: 0.306, data: 0.019) G_GAN: 4.307 G_L1: 4.650 D_real: 0.746 D_fake: 0.011 +(epoch: 55, iters: 34636, time: 0.309, data: 0.019) G_GAN: 3.957 G_L1: 4.096 D_real: 0.036 D_fake: 0.098 +(epoch: 55, iters: 34736, time: 0.419, data: 0.020) G_GAN: 4.997 G_L1: 3.707 D_real: 0.135 D_fake: 0.131 +(epoch: 55, iters: 34836, time: 0.306, data: 0.019) G_GAN: 7.189 G_L1: 6.053 D_real: 0.005 D_fake: 0.018 +(epoch: 55, iters: 34936, time: 0.304, data: 0.020) G_GAN: 6.084 G_L1: 4.677 D_real: 0.023 D_fake: 0.083 +(epoch: 55, iters: 35036, time: 0.289, data: 0.022) G_GAN: 6.850 G_L1: 5.605 D_real: 0.062 D_fake: 0.030 +(epoch: 55, iters: 35136, time: 0.600, data: 0.019) G_GAN: 4.960 G_L1: 4.563 D_real: 0.000 D_fake: 0.157 +(epoch: 55, iters: 35236, time: 0.290, data: 0.017) G_GAN: 4.090 G_L1: 3.634 D_real: 0.001 D_fake: 0.117 +(epoch: 55, iters: 35336, time: 0.301, data: 0.018) G_GAN: 4.481 G_L1: 4.373 D_real: 0.000 D_fake: 0.029 +(epoch: 55, iters: 35436, time: 0.298, data: 0.019) G_GAN: 4.884 G_L1: 3.986 D_real: 0.055 D_fake: 0.076 +(epoch: 55, iters: 35536, time: 0.420, data: 0.023) G_GAN: 5.120 G_L1: 6.167 D_real: 0.047 D_fake: 0.038 +(epoch: 55, iters: 35636, time: 0.295, data: 0.020) G_GAN: 6.227 G_L1: 5.688 D_real: 0.054 D_fake: 0.051 +(epoch: 55, iters: 35736, time: 0.296, data: 0.019) G_GAN: 5.557 G_L1: 3.759 D_real: 0.010 D_fake: 0.051 +(epoch: 55, iters: 35836, time: 0.311, data: 0.022) G_GAN: 4.597 G_L1: 3.839 D_real: 0.024 D_fake: 0.163 +(epoch: 55, iters: 35936, time: 0.388, data: 0.019) G_GAN: 3.257 G_L1: 3.383 D_real: 0.140 D_fake: 0.604 +(epoch: 55, iters: 36036, time: 0.307, data: 0.018) G_GAN: 7.195 G_L1: 6.444 D_real: 0.013 D_fake: 1.567 +(epoch: 55, iters: 36136, time: 0.303, data: 0.019) G_GAN: 3.461 G_L1: 2.827 D_real: 0.881 D_fake: 0.009 +(epoch: 55, iters: 36236, time: 0.286, data: 0.020) G_GAN: 4.339 G_L1: 4.119 D_real: 0.003 D_fake: 0.449 +(epoch: 55, iters: 36336, time: 0.393, data: 0.018) G_GAN: 5.202 G_L1: 4.514 D_real: 0.040 D_fake: 0.082 +(epoch: 55, iters: 36436, time: 0.303, data: 0.016) G_GAN: 4.432 G_L1: 2.939 D_real: 0.033 D_fake: 0.034 +(epoch: 55, iters: 36536, time: 0.299, data: 0.019) G_GAN: 4.647 G_L1: 7.845 D_real: 0.040 D_fake: 0.061 +(epoch: 55, iters: 36636, time: 0.296, data: 0.017) G_GAN: 4.827 G_L1: 4.177 D_real: 0.002 D_fake: 0.050 +(epoch: 55, iters: 36736, time: 0.414, data: 0.019) G_GAN: 5.562 G_L1: 4.307 D_real: 0.082 D_fake: 0.014 +(epoch: 55, iters: 36836, time: 0.288, data: 0.018) G_GAN: 4.568 G_L1: 3.680 D_real: 0.147 D_fake: 0.013 +(epoch: 55, iters: 36936, time: 0.302, data: 0.019) G_GAN: 4.525 G_L1: 3.488 D_real: 0.582 D_fake: 0.033 +(epoch: 55, iters: 37036, time: 0.306, data: 0.018) G_GAN: 2.860 G_L1: 2.969 D_real: 0.202 D_fake: 0.092 +(epoch: 55, iters: 37136, time: 0.647, data: 0.020) G_GAN: 4.634 G_L1: 4.936 D_real: 0.210 D_fake: 0.017 +(epoch: 55, iters: 37236, time: 0.304, data: 0.019) G_GAN: 4.164 G_L1: 3.194 D_real: 0.007 D_fake: 0.645 +(epoch: 55, iters: 37336, time: 0.300, data: 0.019) G_GAN: 5.516 G_L1: 5.131 D_real: 0.099 D_fake: 0.067 +(epoch: 55, iters: 37436, time: 0.306, data: 0.019) G_GAN: 6.004 G_L1: 4.230 D_real: 0.016 D_fake: 0.019 +(epoch: 55, iters: 37536, time: 0.421, data: 0.020) G_GAN: 3.937 G_L1: 3.820 D_real: 0.035 D_fake: 0.114 +(epoch: 55, iters: 37636, time: 0.304, data: 0.019) G_GAN: 4.946 G_L1: 5.229 D_real: 0.045 D_fake: 0.084 +(epoch: 55, iters: 37736, time: 0.303, data: 0.020) G_GAN: 4.763 G_L1: 6.791 D_real: 0.007 D_fake: 0.062 +(epoch: 55, iters: 37836, time: 0.304, data: 0.024) G_GAN: 5.570 G_L1: 5.520 D_real: 0.016 D_fake: 0.015 +(epoch: 55, iters: 37936, time: 0.415, data: 0.019) G_GAN: 4.842 G_L1: 5.615 D_real: 0.038 D_fake: 0.020 +(epoch: 55, iters: 38036, time: 0.304, data: 0.017) G_GAN: 4.489 G_L1: 3.779 D_real: 0.004 D_fake: 0.090 +(epoch: 55, iters: 38136, time: 0.303, data: 0.020) G_GAN: 3.536 G_L1: 4.532 D_real: 0.172 D_fake: 0.103 +(epoch: 55, iters: 38236, time: 0.304, data: 0.019) G_GAN: 4.586 G_L1: 4.239 D_real: 0.005 D_fake: 0.316 +(epoch: 55, iters: 38336, time: 0.411, data: 0.022) G_GAN: 4.794 G_L1: 4.536 D_real: 0.023 D_fake: 0.077 +(epoch: 55, iters: 38436, time: 0.291, data: 0.017) G_GAN: 4.337 G_L1: 3.762 D_real: 0.009 D_fake: 0.054 +(epoch: 55, iters: 38536, time: 0.305, data: 0.017) G_GAN: 5.931 G_L1: 4.536 D_real: 0.097 D_fake: 0.007 +(epoch: 55, iters: 38636, time: 0.300, data: 0.019) G_GAN: 4.765 G_L1: 4.009 D_real: 0.233 D_fake: 0.018 +(epoch: 55, iters: 38736, time: 0.387, data: 0.019) G_GAN: 4.297 G_L1: 4.811 D_real: 0.043 D_fake: 0.054 +(epoch: 55, iters: 38836, time: 0.298, data: 0.018) G_GAN: 7.134 G_L1: 4.426 D_real: 0.046 D_fake: 0.005 +(epoch: 55, iters: 38936, time: 0.304, data: 0.019) G_GAN: 7.965 G_L1: 12.500 D_real: 0.159 D_fake: 0.002 +(epoch: 55, iters: 39036, time: 0.301, data: 0.020) G_GAN: 3.144 G_L1: 4.175 D_real: 0.204 D_fake: 0.101 +(epoch: 55, iters: 39136, time: 0.554, data: 0.019) G_GAN: 5.376 G_L1: 4.725 D_real: 0.004 D_fake: 0.136 +(epoch: 55, iters: 39236, time: 0.304, data: 0.020) G_GAN: 3.409 G_L1: 2.130 D_real: 0.013 D_fake: 0.199 +(epoch: 55, iters: 39336, time: 0.298, data: 0.019) G_GAN: 6.201 G_L1: 3.719 D_real: 0.000 D_fake: 0.015 +(epoch: 55, iters: 39436, time: 0.288, data: 0.018) G_GAN: 4.833 G_L1: 3.227 D_real: 0.037 D_fake: 0.041 +(epoch: 55, iters: 39536, time: 0.403, data: 0.017) G_GAN: 6.402 G_L1: 3.989 D_real: 0.019 D_fake: 0.060 +(epoch: 55, iters: 39636, time: 0.295, data: 0.018) G_GAN: 4.899 G_L1: 4.486 D_real: 0.145 D_fake: 0.027 +(epoch: 55, iters: 39736, time: 0.295, data: 0.017) G_GAN: 4.706 G_L1: 5.434 D_real: 0.092 D_fake: 0.046 +(epoch: 55, iters: 39836, time: 0.298, data: 0.018) G_GAN: 5.535 G_L1: 5.169 D_real: 0.361 D_fake: 0.005 +(epoch: 55, iters: 39936, time: 0.403, data: 0.019) G_GAN: 8.255 G_L1: 5.458 D_real: 0.067 D_fake: 0.003 +(epoch: 55, iters: 40036, time: 0.301, data: 0.019) G_GAN: 4.722 G_L1: 3.574 D_real: 0.047 D_fake: 0.069 +(epoch: 55, iters: 40136, time: 0.287, data: 0.019) G_GAN: 5.431 G_L1: 4.569 D_real: 0.394 D_fake: 0.010 +(epoch: 55, iters: 40236, time: 0.288, data: 0.018) G_GAN: 4.271 G_L1: 5.348 D_real: 0.598 D_fake: 0.018 +(epoch: 55, iters: 40336, time: 0.404, data: 0.019) G_GAN: 5.164 G_L1: 3.493 D_real: 0.573 D_fake: 0.021 +(epoch: 55, iters: 40436, time: 0.282, data: 0.019) G_GAN: 3.523 G_L1: 4.100 D_real: 0.075 D_fake: 0.097 +(epoch: 55, iters: 40536, time: 0.303, data: 0.040) G_GAN: 3.802 G_L1: 3.233 D_real: 0.239 D_fake: 0.045 +(epoch: 55, iters: 40636, time: 0.300, data: 0.019) G_GAN: 6.325 G_L1: 4.443 D_real: 0.003 D_fake: 0.012 +(epoch: 55, iters: 40736, time: 0.406, data: 0.020) G_GAN: 6.262 G_L1: 6.102 D_real: 0.003 D_fake: 0.115 +(epoch: 55, iters: 40836, time: 0.300, data: 0.019) G_GAN: 5.054 G_L1: 4.634 D_real: 0.003 D_fake: 0.104 +(epoch: 55, iters: 40936, time: 0.296, data: 0.018) G_GAN: 5.006 G_L1: 4.480 D_real: 0.007 D_fake: 0.116 +(epoch: 55, iters: 41036, time: 0.291, data: 0.019) G_GAN: 6.931 G_L1: 4.858 D_real: 0.589 D_fake: 0.005 +(epoch: 55, iters: 41136, time: 0.563, data: 0.017) G_GAN: 6.118 G_L1: 5.376 D_real: 0.031 D_fake: 0.019 +(epoch: 55, iters: 41236, time: 0.282, data: 0.016) G_GAN: 7.841 G_L1: 6.162 D_real: 0.165 D_fake: 0.001 +(epoch: 55, iters: 41336, time: 0.286, data: 0.017) G_GAN: 6.351 G_L1: 4.419 D_real: 0.002 D_fake: 0.022 +(epoch: 55, iters: 41436, time: 0.286, data: 0.017) G_GAN: 5.034 G_L1: 4.347 D_real: 0.187 D_fake: 0.014 +(epoch: 55, iters: 41536, time: 0.414, data: 0.020) G_GAN: 6.728 G_L1: 3.262 D_real: 0.017 D_fake: 0.019 +(epoch: 55, iters: 41636, time: 0.304, data: 0.020) G_GAN: 3.753 G_L1: 4.055 D_real: 0.949 D_fake: 0.098 +(epoch: 55, iters: 41736, time: 0.303, data: 0.018) G_GAN: 7.647 G_L1: 5.489 D_real: 0.007 D_fake: 0.121 +(epoch: 55, iters: 41836, time: 0.296, data: 0.017) G_GAN: 6.426 G_L1: 4.497 D_real: 0.130 D_fake: 0.003 +(epoch: 55, iters: 41936, time: 0.423, data: 0.018) G_GAN: 5.398 G_L1: 3.511 D_real: 0.017 D_fake: 0.016 +(epoch: 55, iters: 42036, time: 0.295, data: 0.019) G_GAN: 5.373 G_L1: 5.899 D_real: 0.067 D_fake: 0.234 +(epoch: 55, iters: 42136, time: 0.301, data: 0.019) G_GAN: 5.844 G_L1: 4.757 D_real: 0.213 D_fake: 0.012 +(epoch: 55, iters: 42236, time: 0.301, data: 0.019) G_GAN: 3.707 G_L1: 3.239 D_real: 0.693 D_fake: 0.008 +(epoch: 55, iters: 42336, time: 0.408, data: 0.019) G_GAN: 5.679 G_L1: 2.200 D_real: 0.127 D_fake: 0.059 +(epoch: 55, iters: 42436, time: 0.290, data: 0.018) G_GAN: 4.074 G_L1: 2.986 D_real: 0.160 D_fake: 0.088 +(epoch: 55, iters: 42536, time: 0.303, data: 0.020) G_GAN: 4.767 G_L1: 3.743 D_real: 0.010 D_fake: 0.103 +(epoch: 55, iters: 42636, time: 0.294, data: 0.019) G_GAN: 5.051 G_L1: 4.100 D_real: 0.001 D_fake: 0.040 +(epoch: 55, iters: 42736, time: 0.374, data: 0.017) G_GAN: 3.853 G_L1: 2.720 D_real: 0.578 D_fake: 0.048 +(epoch: 55, iters: 42836, time: 0.285, data: 0.018) G_GAN: 5.986 G_L1: 4.498 D_real: 0.000 D_fake: 0.009 +(epoch: 55, iters: 42936, time: 0.296, data: 0.016) G_GAN: 6.511 G_L1: 4.987 D_real: 0.014 D_fake: 0.005 +(epoch: 55, iters: 43036, time: 0.300, data: 0.017) G_GAN: 5.799 G_L1: 2.977 D_real: 0.019 D_fake: 0.725 +(epoch: 55, iters: 43136, time: 0.588, data: 0.019) G_GAN: 6.326 G_L1: 4.190 D_real: 0.077 D_fake: 0.058 +(epoch: 55, iters: 43236, time: 0.296, data: 0.018) G_GAN: 6.051 G_L1: 3.998 D_real: 0.293 D_fake: 0.094 +(epoch: 55, iters: 43336, time: 0.293, data: 0.018) G_GAN: 4.401 G_L1: 3.862 D_real: 0.005 D_fake: 0.045 +(epoch: 55, iters: 43436, time: 0.296, data: 0.018) G_GAN: 6.562 G_L1: 4.554 D_real: 0.000 D_fake: 0.588 +(epoch: 55, iters: 43536, time: 0.410, data: 0.019) G_GAN: 4.393 G_L1: 3.997 D_real: 0.007 D_fake: 0.093 +(epoch: 55, iters: 43636, time: 0.274, data: 0.017) G_GAN: 6.605 G_L1: 5.537 D_real: 0.041 D_fake: 0.009 +(epoch: 55, iters: 43736, time: 0.293, data: 0.021) G_GAN: 5.600 G_L1: 3.575 D_real: 0.516 D_fake: 0.007 +(epoch: 55, iters: 43836, time: 0.296, data: 0.018) G_GAN: 2.987 G_L1: 4.571 D_real: 0.934 D_fake: 0.068 +(epoch: 55, iters: 43936, time: 0.413, data: 0.017) G_GAN: 3.950 G_L1: 3.204 D_real: 0.344 D_fake: 0.031 +(epoch: 55, iters: 44036, time: 0.295, data: 0.018) G_GAN: 4.594 G_L1: 3.208 D_real: 0.020 D_fake: 0.138 +(epoch: 55, iters: 44136, time: 0.302, data: 0.018) G_GAN: 5.042 G_L1: 3.969 D_real: 0.035 D_fake: 0.110 +(epoch: 55, iters: 44236, time: 0.292, data: 0.019) G_GAN: 3.371 G_L1: 3.984 D_real: 0.156 D_fake: 0.139 +(epoch: 55, iters: 44336, time: 0.407, data: 0.019) G_GAN: 4.668 G_L1: 3.943 D_real: 0.027 D_fake: 0.211 +(epoch: 55, iters: 44436, time: 0.303, data: 0.019) G_GAN: 4.346 G_L1: 2.974 D_real: 0.252 D_fake: 0.105 +(epoch: 55, iters: 44536, time: 0.289, data: 0.020) G_GAN: 3.561 G_L1: 3.988 D_real: 0.372 D_fake: 0.139 +(epoch: 55, iters: 44636, time: 0.300, data: 0.016) G_GAN: 4.307 G_L1: 4.130 D_real: 0.216 D_fake: 0.022 +(epoch: 55, iters: 44736, time: 0.395, data: 0.018) G_GAN: 5.002 G_L1: 4.076 D_real: 0.144 D_fake: 0.068 +(epoch: 55, iters: 44836, time: 0.284, data: 0.016) G_GAN: 4.022 G_L1: 5.790 D_real: 0.004 D_fake: 0.127 +(epoch: 55, iters: 44936, time: 0.300, data: 0.017) G_GAN: 5.048 G_L1: 5.150 D_real: 0.054 D_fake: 0.021 +(epoch: 55, iters: 45036, time: 0.298, data: 0.021) G_GAN: 5.941 G_L1: 4.381 D_real: 0.004 D_fake: 0.895 +(epoch: 55, iters: 45136, time: 0.576, data: 0.018) G_GAN: 5.831 G_L1: 3.341 D_real: 0.187 D_fake: 0.029 +(epoch: 55, iters: 45236, time: 0.304, data: 0.017) G_GAN: 5.511 G_L1: 3.877 D_real: 0.003 D_fake: 0.026 +(epoch: 55, iters: 45336, time: 0.299, data: 0.019) G_GAN: 4.536 G_L1: 4.595 D_real: 0.072 D_fake: 0.032 +(epoch: 55, iters: 45436, time: 0.304, data: 0.019) G_GAN: 4.733 G_L1: 3.873 D_real: 0.004 D_fake: 0.056 +(epoch: 55, iters: 45536, time: 0.383, data: 0.019) G_GAN: 3.293 G_L1: 2.763 D_real: 0.104 D_fake: 0.308 +(epoch: 55, iters: 45636, time: 0.291, data: 0.018) G_GAN: 4.638 G_L1: 2.472 D_real: 0.079 D_fake: 0.035 +(epoch: 55, iters: 45736, time: 0.301, data: 0.018) G_GAN: 5.725 G_L1: 4.207 D_real: 0.001 D_fake: 0.006 +(epoch: 55, iters: 45836, time: 0.294, data: 0.019) G_GAN: 4.146 G_L1: 3.285 D_real: 0.030 D_fake: 0.038 +(epoch: 55, iters: 45936, time: 0.401, data: 0.020) G_GAN: 5.142 G_L1: 4.267 D_real: 0.001 D_fake: 0.160 +(epoch: 55, iters: 46036, time: 0.307, data: 0.017) G_GAN: 4.202 G_L1: 4.079 D_real: 0.459 D_fake: 0.045 +(epoch: 55, iters: 46136, time: 0.305, data: 0.019) G_GAN: 6.317 G_L1: 5.192 D_real: 0.028 D_fake: 0.079 +(epoch: 55, iters: 46236, time: 0.303, data: 0.020) G_GAN: 7.009 G_L1: 5.087 D_real: 0.034 D_fake: 0.004 +(epoch: 55, iters: 46336, time: 0.422, data: 0.018) G_GAN: 6.966 G_L1: 5.148 D_real: 0.013 D_fake: 0.007 +(epoch: 55, iters: 46436, time: 0.305, data: 0.021) G_GAN: 4.281 G_L1: 5.183 D_real: 0.189 D_fake: 0.051 +(epoch: 55, iters: 46536, time: 0.293, data: 0.020) G_GAN: 7.732 G_L1: 4.527 D_real: 0.005 D_fake: 0.004 +(epoch: 55, iters: 46636, time: 0.303, data: 0.018) G_GAN: 4.770 G_L1: 3.260 D_real: 0.006 D_fake: 0.094 +(epoch: 55, iters: 46736, time: 0.404, data: 0.020) G_GAN: 5.408 G_L1: 3.040 D_real: 0.248 D_fake: 0.006 +(epoch: 55, iters: 46836, time: 0.302, data: 0.018) G_GAN: 4.542 G_L1: 3.283 D_real: 0.044 D_fake: 0.044 +(epoch: 55, iters: 46936, time: 0.293, data: 0.020) G_GAN: 10.390 G_L1: 8.074 D_real: 0.001 D_fake: 0.000 +(epoch: 55, iters: 47036, time: 0.301, data: 0.018) G_GAN: 3.218 G_L1: 3.966 D_real: 0.301 D_fake: 0.082 +(epoch: 55, iters: 47136, time: 0.590, data: 0.019) G_GAN: 8.127 G_L1: 7.341 D_real: 0.070 D_fake: 0.006 +(epoch: 55, iters: 47236, time: 0.306, data: 0.019) G_GAN: 5.153 G_L1: 7.057 D_real: 0.035 D_fake: 0.039 +(epoch: 55, iters: 47336, time: 0.289, data: 0.019) G_GAN: 4.310 G_L1: 4.075 D_real: 0.036 D_fake: 0.054 +(epoch: 55, iters: 47436, time: 0.297, data: 0.018) G_GAN: 4.765 G_L1: 4.491 D_real: 0.032 D_fake: 0.076 +(epoch: 55, iters: 47536, time: 0.411, data: 0.020) G_GAN: 7.674 G_L1: 7.554 D_real: 0.076 D_fake: 0.019 +(epoch: 55, iters: 47636, time: 0.291, data: 0.017) G_GAN: 5.125 G_L1: 6.300 D_real: 0.000 D_fake: 0.042 +(epoch: 55, iters: 47736, time: 0.295, data: 0.018) G_GAN: 5.916 G_L1: 4.451 D_real: 0.113 D_fake: 0.012 +(epoch: 55, iters: 47836, time: 0.307, data: 0.017) G_GAN: 4.744 G_L1: 3.027 D_real: 0.131 D_fake: 0.022 +(epoch: 55, iters: 47936, time: 0.387, data: 0.019) G_GAN: 5.339 G_L1: 4.981 D_real: 0.021 D_fake: 0.032 +(epoch: 55, iters: 48036, time: 0.301, data: 0.018) G_GAN: 6.405 G_L1: 4.099 D_real: 0.040 D_fake: 0.005 +(epoch: 55, iters: 48136, time: 0.303, data: 0.019) G_GAN: 4.621 G_L1: 3.963 D_real: 0.124 D_fake: 0.046 +(epoch: 55, iters: 48236, time: 0.302, data: 0.018) G_GAN: 5.077 G_L1: 6.867 D_real: 0.000 D_fake: 0.324 +(epoch: 55, iters: 48336, time: 0.422, data: 0.019) G_GAN: 3.955 G_L1: 3.066 D_real: 0.214 D_fake: 0.065 +(epoch: 55, iters: 48436, time: 0.307, data: 0.022) G_GAN: 7.016 G_L1: 4.965 D_real: 0.000 D_fake: 0.006 +(epoch: 55, iters: 48536, time: 0.303, data: 0.019) G_GAN: 5.433 G_L1: 4.588 D_real: 0.143 D_fake: 0.006 +(epoch: 55, iters: 48636, time: 0.305, data: 0.020) G_GAN: 6.696 G_L1: 4.781 D_real: 0.019 D_fake: 0.014 +(epoch: 55, iters: 48736, time: 0.425, data: 0.020) G_GAN: 5.355 G_L1: 5.881 D_real: 0.033 D_fake: 0.159 +(epoch: 55, iters: 48836, time: 0.301, data: 0.019) G_GAN: 5.269 G_L1: 3.800 D_real: 0.233 D_fake: 0.006 +(epoch: 55, iters: 48936, time: 0.304, data: 0.021) G_GAN: 3.255 G_L1: 4.280 D_real: 0.359 D_fake: 0.133 +(epoch: 55, iters: 49036, time: 0.303, data: 0.019) G_GAN: 4.712 G_L1: 2.595 D_real: 0.047 D_fake: 0.100 +(epoch: 55, iters: 49136, time: 0.594, data: 0.019) G_GAN: 4.672 G_L1: 5.962 D_real: 0.006 D_fake: 0.245 +(epoch: 55, iters: 49236, time: 0.302, data: 0.019) G_GAN: 4.039 G_L1: 3.129 D_real: 0.016 D_fake: 0.137 +(epoch: 55, iters: 49336, time: 0.294, data: 0.018) G_GAN: 7.672 G_L1: 4.272 D_real: 0.038 D_fake: 0.273 +(epoch: 55, iters: 49436, time: 0.291, data: 0.019) G_GAN: 5.359 G_L1: 3.868 D_real: 0.000 D_fake: 0.336 +(epoch: 55, iters: 49536, time: 0.416, data: 0.018) G_GAN: 5.675 G_L1: 3.486 D_real: 0.161 D_fake: 0.061 +(epoch: 55, iters: 49636, time: 0.286, data: 0.019) G_GAN: 6.271 G_L1: 4.167 D_real: 0.001 D_fake: 0.019 +(epoch: 55, iters: 49736, time: 0.301, data: 0.019) G_GAN: 5.037 G_L1: 4.975 D_real: 0.037 D_fake: 0.018 +(epoch: 55, iters: 49836, time: 0.298, data: 0.018) G_GAN: 6.581 G_L1: 7.244 D_real: 0.022 D_fake: 0.040 +(epoch: 55, iters: 49936, time: 0.420, data: 0.018) G_GAN: 4.817 G_L1: 3.554 D_real: 0.019 D_fake: 0.092 +(epoch: 55, iters: 50036, time: 0.304, data: 0.018) G_GAN: 4.393 G_L1: 3.354 D_real: 0.188 D_fake: 0.025 +(epoch: 55, iters: 50136, time: 0.301, data: 0.020) G_GAN: 6.757 G_L1: 7.262 D_real: 0.002 D_fake: 0.016 +(epoch: 55, iters: 50236, time: 0.302, data: 0.020) G_GAN: 5.077 G_L1: 3.905 D_real: 0.030 D_fake: 0.052 +(epoch: 55, iters: 50336, time: 0.412, data: 0.017) G_GAN: 5.140 G_L1: 5.313 D_real: 0.277 D_fake: 0.262 +(epoch: 55, iters: 50436, time: 0.294, data: 0.017) G_GAN: 3.819 G_L1: 3.449 D_real: 0.010 D_fake: 0.208 +(epoch: 55, iters: 50536, time: 0.298, data: 0.018) G_GAN: 4.355 G_L1: 3.193 D_real: 0.021 D_fake: 0.049 +(epoch: 55, iters: 50636, time: 0.305, data: 0.018) G_GAN: 5.590 G_L1: 6.080 D_real: 0.002 D_fake: 0.271 +(epoch: 55, iters: 50736, time: 0.419, data: 0.018) G_GAN: 6.028 G_L1: 3.060 D_real: 0.023 D_fake: 0.017 +(epoch: 55, iters: 50836, time: 0.302, data: 0.018) G_GAN: 4.135 G_L1: 3.439 D_real: 0.034 D_fake: 0.048 +(epoch: 55, iters: 50936, time: 0.306, data: 0.019) G_GAN: 4.529 G_L1: 4.439 D_real: 0.139 D_fake: 0.033 +(epoch: 55, iters: 51036, time: 0.295, data: 0.019) G_GAN: 6.535 G_L1: 5.359 D_real: 0.128 D_fake: 0.065 +(epoch: 55, iters: 51136, time: 0.586, data: 0.019) G_GAN: 4.903 G_L1: 3.323 D_real: 0.010 D_fake: 0.085 +(epoch: 55, iters: 51236, time: 0.306, data: 0.017) G_GAN: 5.292 G_L1: 4.121 D_real: 0.005 D_fake: 0.085 +(epoch: 55, iters: 51336, time: 0.286, data: 0.018) G_GAN: 4.459 G_L1: 2.647 D_real: 0.045 D_fake: 0.458 +(epoch: 55, iters: 51436, time: 0.301, data: 0.017) G_GAN: 4.615 G_L1: 6.802 D_real: 0.556 D_fake: 0.157 +(epoch: 55, iters: 51536, time: 0.384, data: 0.019) G_GAN: 3.273 G_L1: 3.409 D_real: 0.016 D_fake: 0.140 +(epoch: 55, iters: 51636, time: 0.304, data: 0.019) G_GAN: 4.031 G_L1: 4.138 D_real: 0.453 D_fake: 0.291 +(epoch: 55, iters: 51736, time: 0.289, data: 0.020) G_GAN: 4.257 G_L1: 2.825 D_real: 0.009 D_fake: 0.049 +(epoch: 55, iters: 51836, time: 0.297, data: 0.019) G_GAN: 4.529 G_L1: 3.119 D_real: 0.141 D_fake: 0.028 +(epoch: 55, iters: 51936, time: 0.406, data: 0.019) G_GAN: 4.540 G_L1: 5.644 D_real: 0.044 D_fake: 0.037 +(epoch: 55, iters: 52036, time: 0.297, data: 0.015) G_GAN: 4.735 G_L1: 3.297 D_real: 0.125 D_fake: 0.014 +(epoch: 55, iters: 52136, time: 0.305, data: 0.018) G_GAN: 4.969 G_L1: 2.793 D_real: 0.541 D_fake: 0.024 +(epoch: 55, iters: 52236, time: 0.291, data: 0.018) G_GAN: 5.064 G_L1: 3.550 D_real: 0.009 D_fake: 0.077 +(epoch: 55, iters: 52336, time: 0.418, data: 0.017) G_GAN: 5.103 G_L1: 3.313 D_real: 0.068 D_fake: 0.249 +(epoch: 55, iters: 52436, time: 0.307, data: 0.018) G_GAN: 5.683 G_L1: 3.458 D_real: 0.038 D_fake: 0.051 +(epoch: 55, iters: 52536, time: 0.301, data: 0.019) G_GAN: 4.663 G_L1: 4.359 D_real: 0.122 D_fake: 0.137 +(epoch: 55, iters: 52636, time: 0.303, data: 0.018) G_GAN: 3.509 G_L1: 3.387 D_real: 0.011 D_fake: 0.151 +(epoch: 55, iters: 52736, time: 0.408, data: 0.018) G_GAN: 5.227 G_L1: 5.997 D_real: 0.031 D_fake: 0.026 +(epoch: 55, iters: 52836, time: 0.296, data: 0.018) G_GAN: 3.928 G_L1: 3.416 D_real: 0.313 D_fake: 0.046 +(epoch: 55, iters: 52936, time: 0.289, data: 0.021) G_GAN: 4.289 G_L1: 3.564 D_real: 0.021 D_fake: 0.086 +(epoch: 55, iters: 53036, time: 0.296, data: 0.017) G_GAN: 6.513 G_L1: 8.613 D_real: 0.001 D_fake: 0.013 +(epoch: 55, iters: 53136, time: 0.603, data: 0.020) G_GAN: 4.249 G_L1: 5.600 D_real: 0.000 D_fake: 0.061 +(epoch: 55, iters: 53236, time: 0.288, data: 0.020) G_GAN: 3.742 G_L1: 3.399 D_real: 0.054 D_fake: 0.091 +(epoch: 55, iters: 53336, time: 0.299, data: 0.018) G_GAN: 4.130 G_L1: 3.529 D_real: 0.028 D_fake: 0.578 +(epoch: 55, iters: 53436, time: 0.306, data: 0.022) G_GAN: 3.764 G_L1: 3.854 D_real: 0.516 D_fake: 0.053 +(epoch: 55, iters: 53536, time: 0.379, data: 0.018) G_GAN: 5.059 G_L1: 9.319 D_real: 0.524 D_fake: 0.011 +(epoch: 55, iters: 53636, time: 0.297, data: 0.018) G_GAN: 3.505 G_L1: 3.459 D_real: 0.190 D_fake: 0.074 +(epoch: 55, iters: 53736, time: 0.303, data: 0.018) G_GAN: 2.902 G_L1: 3.458 D_real: 0.299 D_fake: 0.159 +(epoch: 55, iters: 53836, time: 0.293, data: 0.019) G_GAN: 4.445 G_L1: 3.899 D_real: 0.001 D_fake: 0.032 +(epoch: 55, iters: 53936, time: 0.398, data: 0.021) G_GAN: 5.564 G_L1: 4.903 D_real: 0.026 D_fake: 0.034 +(epoch: 55, iters: 54036, time: 0.303, data: 0.017) G_GAN: 4.538 G_L1: 4.878 D_real: 0.224 D_fake: 0.065 +(epoch: 55, iters: 54136, time: 0.305, data: 0.019) G_GAN: 5.441 G_L1: 5.021 D_real: 0.235 D_fake: 0.068 +(epoch: 55, iters: 54236, time: 0.297, data: 0.020) G_GAN: 4.125 G_L1: 4.712 D_real: 0.346 D_fake: 0.016 +(epoch: 55, iters: 54336, time: 0.413, data: 0.018) G_GAN: 2.781 G_L1: 3.099 D_real: 0.314 D_fake: 0.250 +(epoch: 55, iters: 54436, time: 0.291, data: 0.019) G_GAN: 3.320 G_L1: 5.097 D_real: 0.024 D_fake: 0.163 +(epoch: 55, iters: 54536, time: 0.297, data: 0.018) G_GAN: 6.717 G_L1: 8.494 D_real: 0.008 D_fake: 0.009 +(epoch: 55, iters: 54636, time: 0.304, data: 0.018) G_GAN: 4.007 G_L1: 4.004 D_real: 0.350 D_fake: 0.050 +(epoch: 55, iters: 54736, time: 0.398, data: 0.020) G_GAN: 4.788 G_L1: 4.019 D_real: 0.019 D_fake: 0.059 +(epoch: 55, iters: 54836, time: 0.296, data: 0.018) G_GAN: 3.838 G_L1: 3.967 D_real: 0.207 D_fake: 0.283 +(epoch: 55, iters: 54936, time: 0.299, data: 0.018) G_GAN: 3.687 G_L1: 3.153 D_real: 0.183 D_fake: 0.123 +(epoch: 55, iters: 55036, time: 0.297, data: 0.020) G_GAN: 4.829 G_L1: 4.542 D_real: 0.006 D_fake: 0.087 +(epoch: 55, iters: 55136, time: 0.579, data: 0.020) G_GAN: 6.213 G_L1: 6.654 D_real: 0.019 D_fake: 0.039 +(epoch: 55, iters: 55236, time: 0.302, data: 0.017) G_GAN: 5.066 G_L1: 6.908 D_real: 0.022 D_fake: 0.064 +(epoch: 55, iters: 55336, time: 0.305, data: 0.019) G_GAN: 5.702 G_L1: 5.303 D_real: 0.001 D_fake: 0.111 +(epoch: 55, iters: 55436, time: 0.297, data: 0.019) G_GAN: 5.554 G_L1: 3.210 D_real: 0.003 D_fake: 0.031 +(epoch: 55, iters: 55536, time: 0.420, data: 0.019) G_GAN: 4.340 G_L1: 3.569 D_real: 0.004 D_fake: 0.030 +(epoch: 55, iters: 55636, time: 0.303, data: 0.019) G_GAN: 6.533 G_L1: 5.284 D_real: 0.035 D_fake: 0.044 +(epoch: 55, iters: 55736, time: 0.300, data: 0.019) G_GAN: 4.983 G_L1: 5.089 D_real: 0.103 D_fake: 0.032 +(epoch: 55, iters: 55836, time: 0.303, data: 0.018) G_GAN: 6.433 G_L1: 4.215 D_real: 0.002 D_fake: 0.006 +(epoch: 55, iters: 55936, time: 0.399, data: 0.020) G_GAN: 6.527 G_L1: 7.240 D_real: 0.022 D_fake: 0.026 +(epoch: 55, iters: 56036, time: 0.294, data: 0.017) G_GAN: 4.207 G_L1: 5.541 D_real: 0.000 D_fake: 0.134 +(epoch: 55, iters: 56136, time: 0.301, data: 0.018) G_GAN: 3.512 G_L1: 5.098 D_real: 0.022 D_fake: 0.262 +(epoch: 55, iters: 56236, time: 0.297, data: 0.018) G_GAN: 5.376 G_L1: 3.273 D_real: 0.385 D_fake: 0.115 +(epoch: 55, iters: 56336, time: 0.382, data: 0.019) G_GAN: 3.809 G_L1: 4.044 D_real: 0.010 D_fake: 0.077 +(epoch: 55, iters: 56436, time: 0.291, data: 0.018) G_GAN: 3.934 G_L1: 4.555 D_real: 0.080 D_fake: 0.108 +(epoch: 55, iters: 56536, time: 0.296, data: 0.019) G_GAN: 3.326 G_L1: 2.416 D_real: 0.081 D_fake: 0.081 +(epoch: 55, iters: 56636, time: 0.296, data: 0.017) G_GAN: 4.300 G_L1: 4.457 D_real: 0.032 D_fake: 0.044 +(epoch: 55, iters: 56736, time: 0.409, data: 0.018) G_GAN: 4.788 G_L1: 4.093 D_real: 0.026 D_fake: 0.105 +(epoch: 55, iters: 56836, time: 0.299, data: 0.018) G_GAN: 3.637 G_L1: 3.442 D_real: 0.129 D_fake: 0.037 +(epoch: 55, iters: 56936, time: 0.294, data: 0.018) G_GAN: 4.168 G_L1: 5.374 D_real: 0.839 D_fake: 0.013 +(epoch: 55, iters: 57036, time: 0.300, data: 0.018) G_GAN: 4.534 G_L1: 5.566 D_real: 0.075 D_fake: 0.049 +(epoch: 55, iters: 57136, time: 0.590, data: 0.019) G_GAN: 4.619 G_L1: 7.167 D_real: 0.013 D_fake: 0.611 +(epoch: 55, iters: 57236, time: 0.284, data: 0.019) G_GAN: 3.287 G_L1: 4.016 D_real: 0.079 D_fake: 0.152 +(epoch: 55, iters: 57336, time: 0.303, data: 0.018) G_GAN: 2.974 G_L1: 4.507 D_real: 0.303 D_fake: 0.260 +(epoch: 55, iters: 57436, time: 0.300, data: 0.019) G_GAN: 4.239 G_L1: 11.208 D_real: 0.106 D_fake: 0.177 +(epoch: 55, iters: 57536, time: 0.404, data: 0.019) G_GAN: 4.634 G_L1: 4.370 D_real: 0.001 D_fake: 0.029 +(epoch: 55, iters: 57636, time: 0.293, data: 0.019) G_GAN: 4.317 G_L1: 2.592 D_real: 0.005 D_fake: 0.151 +(epoch: 55, iters: 57736, time: 0.299, data: 0.018) G_GAN: 3.830 G_L1: 4.424 D_real: 0.039 D_fake: 0.224 +(epoch: 55, iters: 57836, time: 0.290, data: 0.017) G_GAN: 5.977 G_L1: 4.244 D_real: 0.074 D_fake: 0.028 +(epoch: 55, iters: 57936, time: 0.400, data: 0.017) G_GAN: 5.659 G_L1: 3.641 D_real: 0.027 D_fake: 0.071 +(epoch: 55, iters: 58036, time: 0.292, data: 0.022) G_GAN: 4.375 G_L1: 6.460 D_real: 0.039 D_fake: 0.160 +(epoch: 55, iters: 58136, time: 0.294, data: 0.029) G_GAN: 4.869 G_L1: 3.941 D_real: 0.022 D_fake: 0.053 +(epoch: 55, iters: 58236, time: 0.297, data: 0.018) G_GAN: 4.807 G_L1: 4.526 D_real: 0.085 D_fake: 0.163 +(epoch: 55, iters: 58336, time: 0.416, data: 0.019) G_GAN: 5.316 G_L1: 5.048 D_real: 0.038 D_fake: 0.016 +(epoch: 55, iters: 58436, time: 0.300, data: 0.018) G_GAN: 5.407 G_L1: 7.900 D_real: 0.100 D_fake: 0.387 +(epoch: 55, iters: 58536, time: 0.301, data: 0.018) G_GAN: 5.884 G_L1: 3.205 D_real: 0.121 D_fake: 0.103 +(epoch: 55, iters: 58636, time: 0.290, data: 0.018) G_GAN: 5.654 G_L1: 3.013 D_real: 0.106 D_fake: 0.015 +(epoch: 55, iters: 58736, time: 0.406, data: 0.018) G_GAN: 5.713 G_L1: 4.672 D_real: 0.005 D_fake: 0.062 +(epoch: 55, iters: 58836, time: 0.297, data: 0.018) G_GAN: 3.398 G_L1: 4.422 D_real: 0.017 D_fake: 0.541 +(epoch: 55, iters: 58936, time: 0.295, data: 0.017) G_GAN: 5.243 G_L1: 7.853 D_real: 0.042 D_fake: 0.321 +(epoch: 55, iters: 59036, time: 0.290, data: 0.018) G_GAN: 3.371 G_L1: 4.684 D_real: 0.107 D_fake: 0.121 +(epoch: 55, iters: 59136, time: 0.594, data: 0.018) G_GAN: 4.445 G_L1: 5.388 D_real: 0.002 D_fake: 0.106 +(epoch: 55, iters: 59236, time: 0.298, data: 0.019) G_GAN: 3.825 G_L1: 3.739 D_real: 0.002 D_fake: 0.396 +(epoch: 55, iters: 59336, time: 0.298, data: 0.019) G_GAN: 5.050 G_L1: 4.640 D_real: 0.006 D_fake: 0.071 +(epoch: 55, iters: 59436, time: 0.305, data: 0.018) G_GAN: 5.578 G_L1: 3.767 D_real: 0.012 D_fake: 0.019 +(epoch: 55, iters: 59536, time: 0.418, data: 0.022) G_GAN: 5.223 G_L1: 5.439 D_real: 0.010 D_fake: 0.021 +(epoch: 55, iters: 59636, time: 0.287, data: 0.019) G_GAN: 5.965 G_L1: 4.471 D_real: 0.020 D_fake: 0.011 +(epoch: 55, iters: 59736, time: 0.295, data: 0.019) G_GAN: 3.379 G_L1: 3.100 D_real: 0.570 D_fake: 0.057 +(epoch: 55, iters: 59836, time: 0.290, data: 0.019) G_GAN: 6.155 G_L1: 7.263 D_real: 0.148 D_fake: 0.007 +(epoch: 55, iters: 59936, time: 0.390, data: 0.017) G_GAN: 4.948 G_L1: 3.425 D_real: 0.003 D_fake: 0.028 +(epoch: 56, iters: 20, time: 0.300, data: 0.017) G_GAN: 4.300 G_L1: 3.844 D_real: 0.013 D_fake: 0.038 +(epoch: 56, iters: 120, time: 0.304, data: 0.019) G_GAN: 5.797 G_L1: 5.624 D_real: 0.019 D_fake: 0.137 +(epoch: 56, iters: 220, time: 0.304, data: 0.019) G_GAN: 6.428 G_L1: 6.451 D_real: 0.019 D_fake: 0.044 +(epoch: 56, iters: 320, time: 0.576, data: 0.020) G_GAN: 6.129 G_L1: 6.951 D_real: 0.107 D_fake: 0.030 +(epoch: 56, iters: 420, time: 0.304, data: 0.028) G_GAN: 7.608 G_L1: 6.414 D_real: 0.003 D_fake: 0.060 +(epoch: 56, iters: 520, time: 0.295, data: 0.023) G_GAN: 4.214 G_L1: 3.137 D_real: 0.201 D_fake: 0.065 +(epoch: 56, iters: 620, time: 0.298, data: 0.018) G_GAN: 3.677 G_L1: 3.710 D_real: 0.192 D_fake: 0.044 +(epoch: 56, iters: 720, time: 0.409, data: 0.019) G_GAN: 3.591 G_L1: 4.156 D_real: 0.014 D_fake: 0.071 +(epoch: 56, iters: 820, time: 0.301, data: 0.019) G_GAN: 4.772 G_L1: 5.394 D_real: 0.160 D_fake: 0.349 +(epoch: 56, iters: 920, time: 0.297, data: 0.020) G_GAN: 4.091 G_L1: 3.417 D_real: 0.159 D_fake: 0.112 +(epoch: 56, iters: 1020, time: 0.304, data: 0.020) G_GAN: 3.436 G_L1: 2.285 D_real: 0.050 D_fake: 0.250 +(epoch: 56, iters: 1120, time: 0.596, data: 0.021) G_GAN: 4.655 G_L1: 3.432 D_real: 0.266 D_fake: 0.017 +(epoch: 56, iters: 1220, time: 0.297, data: 0.020) G_GAN: 5.358 G_L1: 5.948 D_real: 0.142 D_fake: 0.105 +(epoch: 56, iters: 1320, time: 0.302, data: 0.021) G_GAN: 4.485 G_L1: 2.958 D_real: 0.061 D_fake: 0.083 +(epoch: 56, iters: 1420, time: 0.300, data: 0.022) G_GAN: 5.716 G_L1: 4.186 D_real: 0.082 D_fake: 0.024 +(epoch: 56, iters: 1520, time: 0.410, data: 0.020) G_GAN: 5.830 G_L1: 4.620 D_real: 0.004 D_fake: 0.031 +(epoch: 56, iters: 1620, time: 0.302, data: 0.020) G_GAN: 4.868 G_L1: 3.917 D_real: 0.117 D_fake: 0.044 +(epoch: 56, iters: 1720, time: 0.290, data: 0.019) G_GAN: 6.477 G_L1: 3.561 D_real: 0.085 D_fake: 0.003 +(epoch: 56, iters: 1820, time: 0.300, data: 0.019) G_GAN: 6.170 G_L1: 5.164 D_real: 0.062 D_fake: 0.026 +(epoch: 56, iters: 1920, time: 0.409, data: 0.019) G_GAN: 4.352 G_L1: 4.064 D_real: 0.052 D_fake: 0.040 +(epoch: 56, iters: 2020, time: 0.294, data: 0.019) G_GAN: 4.613 G_L1: 5.146 D_real: 0.012 D_fake: 0.045 +(epoch: 56, iters: 2120, time: 0.305, data: 0.020) G_GAN: 3.892 G_L1: 3.093 D_real: 0.084 D_fake: 0.141 +(epoch: 56, iters: 2220, time: 0.299, data: 0.020) G_GAN: 3.684 G_L1: 2.857 D_real: 0.335 D_fake: 0.085 +(epoch: 56, iters: 2320, time: 0.425, data: 0.020) G_GAN: 2.565 G_L1: 3.182 D_real: 0.426 D_fake: 0.336 +(epoch: 56, iters: 2420, time: 0.300, data: 0.020) G_GAN: 5.809 G_L1: 8.426 D_real: 0.056 D_fake: 0.029 +(epoch: 56, iters: 2520, time: 0.303, data: 0.020) G_GAN: 6.349 G_L1: 4.008 D_real: 0.000 D_fake: 0.034 +(epoch: 56, iters: 2620, time: 0.298, data: 0.021) G_GAN: 4.618 G_L1: 4.949 D_real: 0.027 D_fake: 0.342 +(epoch: 56, iters: 2720, time: 0.412, data: 0.019) G_GAN: 3.655 G_L1: 4.194 D_real: 0.164 D_fake: 0.040 +(epoch: 56, iters: 2820, time: 0.297, data: 0.019) G_GAN: 6.014 G_L1: 6.005 D_real: 0.024 D_fake: 0.069 +(epoch: 56, iters: 2920, time: 0.298, data: 0.019) G_GAN: 3.989 G_L1: 3.129 D_real: 0.081 D_fake: 0.017 +(epoch: 56, iters: 3020, time: 0.299, data: 0.019) G_GAN: 5.580 G_L1: 5.686 D_real: 0.035 D_fake: 0.015 +(epoch: 56, iters: 3120, time: 0.519, data: 0.019) G_GAN: 4.697 G_L1: 4.297 D_real: 0.021 D_fake: 0.084 +(epoch: 56, iters: 3220, time: 0.299, data: 0.019) G_GAN: 5.750 G_L1: 3.864 D_real: 0.012 D_fake: 0.030 +(epoch: 56, iters: 3320, time: 0.309, data: 0.020) G_GAN: 5.549 G_L1: 5.035 D_real: 0.089 D_fake: 0.032 +(epoch: 56, iters: 3420, time: 0.303, data: 0.021) G_GAN: 3.487 G_L1: 4.436 D_real: 0.023 D_fake: 0.088 +(epoch: 56, iters: 3520, time: 0.400, data: 0.021) G_GAN: 6.439 G_L1: 2.877 D_real: 0.041 D_fake: 0.094 +(epoch: 56, iters: 3620, time: 0.294, data: 0.020) G_GAN: 5.832 G_L1: 3.790 D_real: 0.038 D_fake: 0.291 +(epoch: 56, iters: 3720, time: 0.301, data: 0.018) G_GAN: 5.015 G_L1: 5.695 D_real: 0.202 D_fake: 0.032 +(epoch: 56, iters: 3820, time: 0.297, data: 0.020) G_GAN: 3.803 G_L1: 3.451 D_real: 0.009 D_fake: 0.067 +(epoch: 56, iters: 3920, time: 0.414, data: 0.019) G_GAN: 5.336 G_L1: 6.027 D_real: 0.076 D_fake: 0.025 +(epoch: 56, iters: 4020, time: 0.294, data: 0.019) G_GAN: 5.247 G_L1: 4.864 D_real: 0.080 D_fake: 0.048 +(epoch: 56, iters: 4120, time: 0.303, data: 0.019) G_GAN: 4.203 G_L1: 4.500 D_real: 0.092 D_fake: 0.026 +(epoch: 56, iters: 4220, time: 0.291, data: 0.021) G_GAN: 5.629 G_L1: 3.547 D_real: 0.019 D_fake: 0.017 +(epoch: 56, iters: 4320, time: 0.388, data: 0.019) G_GAN: 5.687 G_L1: 5.571 D_real: 0.164 D_fake: 0.234 +(epoch: 56, iters: 4420, time: 0.294, data: 0.017) G_GAN: 4.706 G_L1: 4.847 D_real: 0.006 D_fake: 0.040 +(epoch: 56, iters: 4520, time: 0.296, data: 0.019) G_GAN: 6.242 G_L1: 4.666 D_real: 0.030 D_fake: 0.049 +(epoch: 56, iters: 4620, time: 0.299, data: 0.021) G_GAN: 5.172 G_L1: 4.773 D_real: 0.055 D_fake: 0.020 +(epoch: 56, iters: 4720, time: 0.414, data: 0.019) G_GAN: 5.075 G_L1: 11.581 D_real: 0.081 D_fake: 0.158 +(epoch: 56, iters: 4820, time: 0.299, data: 0.019) G_GAN: 5.232 G_L1: 4.870 D_real: 0.126 D_fake: 0.013 +(epoch: 56, iters: 4920, time: 0.293, data: 0.020) G_GAN: 4.855 G_L1: 5.054 D_real: 0.048 D_fake: 0.113 +(epoch: 56, iters: 5020, time: 0.296, data: 0.019) G_GAN: 5.114 G_L1: 4.542 D_real: 0.123 D_fake: 0.014 +(epoch: 56, iters: 5120, time: 0.560, data: 0.019) G_GAN: 4.096 G_L1: 3.101 D_real: 0.106 D_fake: 0.052 +(epoch: 56, iters: 5220, time: 0.286, data: 0.018) G_GAN: 4.194 G_L1: 5.107 D_real: 0.024 D_fake: 0.079 +(epoch: 56, iters: 5320, time: 0.292, data: 0.019) G_GAN: 5.852 G_L1: 6.495 D_real: 0.624 D_fake: 0.004 +(epoch: 56, iters: 5420, time: 0.292, data: 0.021) G_GAN: 3.219 G_L1: 3.898 D_real: 0.181 D_fake: 0.180 +(epoch: 56, iters: 5520, time: 0.386, data: 0.023) G_GAN: 4.020 G_L1: 3.577 D_real: 0.019 D_fake: 0.270 +(epoch: 56, iters: 5620, time: 0.295, data: 0.019) G_GAN: 6.315 G_L1: 5.304 D_real: 0.006 D_fake: 0.276 +(epoch: 56, iters: 5720, time: 0.297, data: 0.019) G_GAN: 2.956 G_L1: 3.305 D_real: 0.253 D_fake: 0.041 +(epoch: 56, iters: 5820, time: 0.290, data: 0.020) G_GAN: 4.578 G_L1: 9.329 D_real: 0.002 D_fake: 0.097 +(epoch: 56, iters: 5920, time: 0.407, data: 0.020) G_GAN: 5.753 G_L1: 3.635 D_real: 0.015 D_fake: 0.017 +(epoch: 56, iters: 6020, time: 0.288, data: 0.019) G_GAN: 4.657 G_L1: 4.465 D_real: 0.002 D_fake: 0.057 +(epoch: 56, iters: 6120, time: 0.289, data: 0.018) G_GAN: 4.383 G_L1: 3.516 D_real: 0.000 D_fake: 0.099 +(epoch: 56, iters: 6220, time: 0.280, data: 0.017) G_GAN: 7.944 G_L1: 3.653 D_real: 0.001 D_fake: 0.005 +(epoch: 56, iters: 6320, time: 0.413, data: 0.015) G_GAN: 5.276 G_L1: 3.923 D_real: 0.019 D_fake: 0.049 +(epoch: 56, iters: 6420, time: 0.265, data: 0.018) G_GAN: 5.330 G_L1: 10.112 D_real: 0.009 D_fake: 0.060 +(epoch: 56, iters: 6520, time: 0.286, data: 0.016) G_GAN: 4.122 G_L1: 4.163 D_real: 0.083 D_fake: 0.072 +(epoch: 56, iters: 6620, time: 0.290, data: 0.018) G_GAN: 5.060 G_L1: 4.871 D_real: 0.005 D_fake: 0.044 +(epoch: 56, iters: 6720, time: 0.376, data: 0.018) G_GAN: 6.814 G_L1: 3.271 D_real: 0.043 D_fake: 0.012 +(epoch: 56, iters: 6820, time: 0.289, data: 0.014) G_GAN: 5.124 G_L1: 3.012 D_real: 0.009 D_fake: 0.053 +(epoch: 56, iters: 6920, time: 0.292, data: 0.019) G_GAN: 4.645 G_L1: 4.571 D_real: 0.486 D_fake: 0.033 +(epoch: 56, iters: 7020, time: 0.298, data: 0.017) G_GAN: 7.808 G_L1: 5.610 D_real: 0.010 D_fake: 0.004 +(epoch: 56, iters: 7120, time: 0.588, data: 0.019) G_GAN: 3.329 G_L1: 4.215 D_real: 0.075 D_fake: 0.116 +(epoch: 56, iters: 7220, time: 0.295, data: 0.016) G_GAN: 3.981 G_L1: 2.722 D_real: 0.255 D_fake: 0.222 +(epoch: 56, iters: 7320, time: 0.290, data: 0.017) G_GAN: 4.651 G_L1: 3.680 D_real: 0.001 D_fake: 0.056 +(epoch: 56, iters: 7420, time: 0.291, data: 0.018) G_GAN: 2.864 G_L1: 3.746 D_real: 0.885 D_fake: 0.037 +(epoch: 56, iters: 7520, time: 0.396, data: 0.019) G_GAN: 5.297 G_L1: 4.674 D_real: 0.099 D_fake: 0.041 +(epoch: 56, iters: 7620, time: 0.296, data: 0.015) G_GAN: 4.083 G_L1: 3.865 D_real: 0.245 D_fake: 0.022 +(epoch: 56, iters: 7720, time: 0.297, data: 0.017) G_GAN: 4.160 G_L1: 3.125 D_real: 0.014 D_fake: 0.126 +(epoch: 56, iters: 7820, time: 0.297, data: 0.017) G_GAN: 4.523 G_L1: 3.807 D_real: 0.003 D_fake: 0.055 +(epoch: 56, iters: 7920, time: 0.391, data: 0.018) G_GAN: 7.254 G_L1: 4.586 D_real: 0.003 D_fake: 0.008 +(epoch: 56, iters: 8020, time: 0.276, data: 0.015) G_GAN: 4.728 G_L1: 5.450 D_real: 0.000 D_fake: 0.042 +(epoch: 56, iters: 8120, time: 0.282, data: 0.015) G_GAN: 4.733 G_L1: 4.678 D_real: 0.004 D_fake: 0.096 +(epoch: 56, iters: 8220, time: 0.300, data: 0.016) G_GAN: 3.486 G_L1: 7.641 D_real: 0.014 D_fake: 0.079 +(epoch: 56, iters: 8320, time: 0.404, data: 0.017) G_GAN: 5.317 G_L1: 4.305 D_real: 0.024 D_fake: 0.053 +(epoch: 56, iters: 8420, time: 0.297, data: 0.017) G_GAN: 6.125 G_L1: 4.424 D_real: 0.058 D_fake: 0.021 +(epoch: 56, iters: 8520, time: 0.296, data: 0.016) G_GAN: 3.321 G_L1: 3.173 D_real: 0.000 D_fake: 0.228 +(epoch: 56, iters: 8620, time: 0.293, data: 0.017) G_GAN: 5.036 G_L1: 3.304 D_real: 0.000 D_fake: 0.026 +(epoch: 56, iters: 8720, time: 0.412, data: 0.017) G_GAN: 5.293 G_L1: 3.010 D_real: 0.041 D_fake: 0.054 +(epoch: 56, iters: 8820, time: 0.294, data: 0.016) G_GAN: 4.499 G_L1: 10.227 D_real: 0.001 D_fake: 0.063 +(epoch: 56, iters: 8920, time: 0.293, data: 0.019) G_GAN: 5.394 G_L1: 4.612 D_real: 0.008 D_fake: 0.109 +(epoch: 56, iters: 9020, time: 0.295, data: 0.018) G_GAN: 3.635 G_L1: 3.087 D_real: 0.009 D_fake: 0.259 +(epoch: 56, iters: 9120, time: 0.595, data: 0.017) G_GAN: 7.546 G_L1: 12.497 D_real: 0.005 D_fake: 0.085 +(epoch: 56, iters: 9220, time: 0.308, data: 0.018) G_GAN: 6.990 G_L1: 14.373 D_real: 0.006 D_fake: 0.157 +(epoch: 56, iters: 9320, time: 0.305, data: 0.018) G_GAN: 6.250 G_L1: 3.653 D_real: 0.070 D_fake: 0.005 +(epoch: 56, iters: 9420, time: 0.287, data: 0.017) G_GAN: 4.251 G_L1: 3.864 D_real: 0.000 D_fake: 0.070 +(epoch: 56, iters: 9520, time: 0.416, data: 0.017) G_GAN: 5.409 G_L1: 4.366 D_real: 0.092 D_fake: 0.016 +(epoch: 56, iters: 9620, time: 0.299, data: 0.017) G_GAN: 7.091 G_L1: 4.727 D_real: 0.011 D_fake: 0.021 +(epoch: 56, iters: 9720, time: 0.308, data: 0.019) G_GAN: 4.107 G_L1: 5.736 D_real: 0.000 D_fake: 0.069 +(epoch: 56, iters: 9820, time: 0.303, data: 0.018) G_GAN: 3.962 G_L1: 3.325 D_real: 0.031 D_fake: 0.171 +(epoch: 56, iters: 9920, time: 0.420, data: 0.019) G_GAN: 6.027 G_L1: 5.217 D_real: 0.023 D_fake: 0.110 +(epoch: 56, iters: 10020, time: 0.307, data: 0.017) G_GAN: 7.142 G_L1: 8.433 D_real: 0.024 D_fake: 0.016 +(epoch: 56, iters: 10120, time: 0.306, data: 0.022) G_GAN: 3.533 G_L1: 3.917 D_real: 0.002 D_fake: 0.146 +(epoch: 56, iters: 10220, time: 0.305, data: 0.019) G_GAN: 4.757 G_L1: 4.008 D_real: 0.004 D_fake: 0.094 +(epoch: 56, iters: 10320, time: 0.394, data: 0.021) G_GAN: 6.594 G_L1: 3.733 D_real: 0.027 D_fake: 0.030 +(epoch: 56, iters: 10420, time: 0.304, data: 0.018) G_GAN: 4.389 G_L1: 4.170 D_real: 0.077 D_fake: 0.048 +(epoch: 56, iters: 10520, time: 0.299, data: 0.019) G_GAN: 3.865 G_L1: 3.749 D_real: 0.703 D_fake: 0.006 +(epoch: 56, iters: 10620, time: 0.302, data: 0.019) G_GAN: 6.300 G_L1: 3.658 D_real: 0.001 D_fake: 0.022 +(epoch: 56, iters: 10720, time: 0.412, data: 0.018) G_GAN: 5.832 G_L1: 7.407 D_real: 0.014 D_fake: 0.018 +(epoch: 56, iters: 10820, time: 0.303, data: 0.017) G_GAN: 3.905 G_L1: 3.165 D_real: 0.003 D_fake: 0.073 +(epoch: 56, iters: 10920, time: 0.306, data: 0.018) G_GAN: 5.733 G_L1: 3.535 D_real: 0.066 D_fake: 0.035 +(epoch: 56, iters: 11020, time: 0.304, data: 0.018) G_GAN: 4.352 G_L1: 4.715 D_real: 0.121 D_fake: 0.016 +(epoch: 56, iters: 11120, time: 0.543, data: 0.018) G_GAN: 7.594 G_L1: 4.849 D_real: 0.014 D_fake: 0.005 +(epoch: 56, iters: 11220, time: 0.303, data: 0.020) G_GAN: 4.800 G_L1: 6.570 D_real: 0.003 D_fake: 0.122 +(epoch: 56, iters: 11320, time: 0.301, data: 0.019) G_GAN: 5.703 G_L1: 4.264 D_real: 0.007 D_fake: 0.023 +(epoch: 56, iters: 11420, time: 0.306, data: 0.021) G_GAN: 4.343 G_L1: 2.912 D_real: 0.012 D_fake: 0.246 +(epoch: 56, iters: 11520, time: 0.423, data: 0.019) G_GAN: 5.971 G_L1: 4.769 D_real: 0.070 D_fake: 0.017 +(epoch: 56, iters: 11620, time: 0.308, data: 0.019) G_GAN: 4.685 G_L1: 2.914 D_real: 0.570 D_fake: 0.028 +(epoch: 56, iters: 11720, time: 0.292, data: 0.020) G_GAN: 6.076 G_L1: 5.089 D_real: 0.031 D_fake: 0.012 +(epoch: 56, iters: 11820, time: 0.311, data: 0.015) G_GAN: 5.678 G_L1: 5.083 D_real: 0.017 D_fake: 0.035 +(epoch: 56, iters: 11920, time: 0.403, data: 0.018) G_GAN: 5.594 G_L1: 3.989 D_real: 0.005 D_fake: 0.026 +(epoch: 56, iters: 12020, time: 0.311, data: 0.018) G_GAN: 5.654 G_L1: 5.886 D_real: 0.000 D_fake: 0.066 +(epoch: 56, iters: 12120, time: 0.307, data: 0.019) G_GAN: 5.838 G_L1: 3.958 D_real: 0.002 D_fake: 0.012 +(epoch: 56, iters: 12220, time: 0.295, data: 0.019) G_GAN: 6.126 G_L1: 4.768 D_real: 0.026 D_fake: 0.007 +(epoch: 56, iters: 12320, time: 0.423, data: 0.018) G_GAN: 8.364 G_L1: 7.796 D_real: 0.059 D_fake: 0.003 +(epoch: 56, iters: 12420, time: 0.294, data: 0.018) G_GAN: 6.441 G_L1: 7.589 D_real: 0.003 D_fake: 0.160 +(epoch: 56, iters: 12520, time: 0.301, data: 0.016) G_GAN: 3.657 G_L1: 3.533 D_real: 0.263 D_fake: 0.050 +(epoch: 56, iters: 12620, time: 0.298, data: 0.018) G_GAN: 4.776 G_L1: 3.290 D_real: 0.121 D_fake: 0.028 +(epoch: 56, iters: 12720, time: 0.399, data: 0.020) G_GAN: 4.151 G_L1: 3.929 D_real: 0.062 D_fake: 0.079 +(epoch: 56, iters: 12820, time: 0.306, data: 0.016) G_GAN: 3.971 G_L1: 2.331 D_real: 0.420 D_fake: 0.014 +(epoch: 56, iters: 12920, time: 0.310, data: 0.020) G_GAN: 4.695 G_L1: 4.028 D_real: 0.017 D_fake: 0.065 +(epoch: 56, iters: 13020, time: 0.301, data: 0.020) G_GAN: 4.268 G_L1: 5.105 D_real: 0.005 D_fake: 0.375 +(epoch: 56, iters: 13120, time: 0.612, data: 0.020) G_GAN: 5.033 G_L1: 4.536 D_real: 0.000 D_fake: 0.041 +(epoch: 56, iters: 13220, time: 0.304, data: 0.018) G_GAN: 3.527 G_L1: 5.703 D_real: 0.609 D_fake: 0.038 +(epoch: 56, iters: 13320, time: 0.301, data: 0.020) G_GAN: 5.483 G_L1: 3.377 D_real: 0.004 D_fake: 0.074 +(epoch: 56, iters: 13420, time: 0.289, data: 0.017) G_GAN: 5.697 G_L1: 4.494 D_real: 0.203 D_fake: 0.006 +(epoch: 56, iters: 13520, time: 0.403, data: 0.018) G_GAN: 4.737 G_L1: 3.017 D_real: 0.017 D_fake: 0.061 +(epoch: 56, iters: 13620, time: 0.293, data: 0.018) G_GAN: 4.996 G_L1: 3.918 D_real: 0.171 D_fake: 0.046 +(epoch: 56, iters: 13720, time: 0.299, data: 0.018) G_GAN: 6.198 G_L1: 4.127 D_real: 0.134 D_fake: 0.011 +(epoch: 56, iters: 13820, time: 0.302, data: 0.019) G_GAN: 4.619 G_L1: 3.353 D_real: 0.086 D_fake: 0.180 +(epoch: 56, iters: 13920, time: 0.426, data: 0.018) G_GAN: 4.871 G_L1: 3.667 D_real: 0.139 D_fake: 0.048 +(epoch: 56, iters: 14020, time: 0.295, data: 0.021) G_GAN: 6.088 G_L1: 4.679 D_real: 0.062 D_fake: 0.028 +(epoch: 56, iters: 14120, time: 0.294, data: 0.018) G_GAN: 4.059 G_L1: 3.101 D_real: 0.178 D_fake: 0.270 +(epoch: 56, iters: 14220, time: 0.292, data: 0.019) G_GAN: 5.065 G_L1: 3.932 D_real: 0.005 D_fake: 0.071 +(epoch: 56, iters: 14320, time: 0.419, data: 0.021) G_GAN: 4.998 G_L1: 3.392 D_real: 0.001 D_fake: 0.055 +(epoch: 56, iters: 14420, time: 0.299, data: 0.019) G_GAN: 5.811 G_L1: 5.272 D_real: 0.030 D_fake: 0.089 +(epoch: 56, iters: 14520, time: 0.301, data: 0.020) G_GAN: 4.567 G_L1: 5.447 D_real: 0.073 D_fake: 0.066 +(epoch: 56, iters: 14620, time: 0.302, data: 0.019) G_GAN: 4.814 G_L1: 4.005 D_real: 0.006 D_fake: 0.050 +(epoch: 56, iters: 14720, time: 0.412, data: 0.021) G_GAN: 5.569 G_L1: 4.720 D_real: 0.046 D_fake: 0.017 +(epoch: 56, iters: 14820, time: 0.289, data: 0.019) G_GAN: 4.589 G_L1: 2.119 D_real: 0.031 D_fake: 0.132 +(epoch: 56, iters: 14920, time: 0.294, data: 0.017) G_GAN: 5.031 G_L1: 6.207 D_real: 0.049 D_fake: 0.034 +(epoch: 56, iters: 15020, time: 0.301, data: 0.018) G_GAN: 4.220 G_L1: 2.383 D_real: 0.031 D_fake: 0.330 +(epoch: 56, iters: 15120, time: 0.580, data: 0.020) G_GAN: 4.341 G_L1: 3.585 D_real: 0.090 D_fake: 0.033 +(epoch: 56, iters: 15220, time: 0.297, data: 0.018) G_GAN: 3.672 G_L1: 2.731 D_real: 0.069 D_fake: 0.120 +(epoch: 56, iters: 15320, time: 0.304, data: 0.019) G_GAN: 4.731 G_L1: 4.214 D_real: 0.081 D_fake: 0.018 +(epoch: 56, iters: 15420, time: 0.304, data: 0.020) G_GAN: 4.591 G_L1: 3.082 D_real: 0.513 D_fake: 0.042 +(epoch: 56, iters: 15520, time: 0.419, data: 0.019) G_GAN: 5.727 G_L1: 2.572 D_real: 0.001 D_fake: 0.029 +(epoch: 56, iters: 15620, time: 0.295, data: 0.020) G_GAN: 5.099 G_L1: 5.492 D_real: 0.249 D_fake: 0.083 +(epoch: 56, iters: 15720, time: 0.290, data: 0.019) G_GAN: 6.193 G_L1: 6.764 D_real: 0.020 D_fake: 0.039 +(epoch: 56, iters: 15820, time: 0.303, data: 0.023) G_GAN: 6.715 G_L1: 4.602 D_real: 0.023 D_fake: 0.121 +(epoch: 56, iters: 15920, time: 0.393, data: 0.020) G_GAN: 4.354 G_L1: 2.695 D_real: 0.095 D_fake: 0.392 +(epoch: 56, iters: 16020, time: 0.303, data: 0.019) G_GAN: 6.136 G_L1: 5.597 D_real: 0.000 D_fake: 0.101 +(epoch: 56, iters: 16120, time: 0.284, data: 0.019) G_GAN: 8.561 G_L1: 4.871 D_real: 0.088 D_fake: 0.001 +(epoch: 56, iters: 16220, time: 0.301, data: 0.016) G_GAN: 6.474 G_L1: 4.849 D_real: 0.006 D_fake: 0.023 +(epoch: 56, iters: 16320, time: 0.421, data: 0.019) G_GAN: 4.729 G_L1: 4.103 D_real: 0.006 D_fake: 0.134 +(epoch: 56, iters: 16420, time: 0.297, data: 0.022) G_GAN: 5.009 G_L1: 3.826 D_real: 0.240 D_fake: 0.083 +(epoch: 56, iters: 16520, time: 0.303, data: 0.020) G_GAN: 4.474 G_L1: 3.505 D_real: 0.045 D_fake: 0.043 +(epoch: 56, iters: 16620, time: 0.296, data: 0.019) G_GAN: 4.237 G_L1: 3.991 D_real: 0.227 D_fake: 0.032 +(epoch: 56, iters: 16720, time: 0.389, data: 0.019) G_GAN: 6.474 G_L1: 3.583 D_real: 0.021 D_fake: 0.016 +(epoch: 56, iters: 16820, time: 0.298, data: 0.018) G_GAN: 2.966 G_L1: 3.117 D_real: 0.123 D_fake: 0.336 +(epoch: 56, iters: 16920, time: 0.296, data: 0.019) G_GAN: 3.440 G_L1: 3.635 D_real: 1.226 D_fake: 0.015 +(epoch: 56, iters: 17020, time: 0.291, data: 0.018) G_GAN: 5.276 G_L1: 4.481 D_real: 0.001 D_fake: 0.120 +(epoch: 56, iters: 17120, time: 0.571, data: 0.017) G_GAN: 7.307 G_L1: 4.935 D_real: 0.199 D_fake: 0.002 +(epoch: 56, iters: 17220, time: 0.293, data: 0.019) G_GAN: 4.711 G_L1: 6.050 D_real: 0.968 D_fake: 0.024 +(epoch: 56, iters: 17320, time: 0.302, data: 0.019) G_GAN: 4.890 G_L1: 4.740 D_real: 0.003 D_fake: 0.070 +(epoch: 56, iters: 17420, time: 0.305, data: 0.019) G_GAN: 6.080 G_L1: 4.101 D_real: 0.012 D_fake: 0.020 +(epoch: 56, iters: 17520, time: 0.392, data: 0.019) G_GAN: 5.884 G_L1: 3.767 D_real: 0.505 D_fake: 0.020 +(epoch: 56, iters: 17620, time: 0.289, data: 0.017) G_GAN: 4.236 G_L1: 2.834 D_real: 0.645 D_fake: 0.013 +(epoch: 56, iters: 17720, time: 0.296, data: 0.018) G_GAN: 5.985 G_L1: 4.744 D_real: 0.001 D_fake: 0.020 +(epoch: 56, iters: 17820, time: 0.302, data: 0.019) G_GAN: 5.634 G_L1: 6.466 D_real: 0.109 D_fake: 0.014 +(epoch: 56, iters: 17920, time: 0.406, data: 0.019) G_GAN: 4.787 G_L1: 4.045 D_real: 0.006 D_fake: 0.070 +(epoch: 56, iters: 18020, time: 0.296, data: 0.017) G_GAN: 5.993 G_L1: 4.487 D_real: 0.058 D_fake: 0.088 +(epoch: 56, iters: 18120, time: 0.303, data: 0.018) G_GAN: 5.352 G_L1: 4.484 D_real: 0.264 D_fake: 0.015 +(epoch: 56, iters: 18220, time: 0.303, data: 0.018) G_GAN: 4.635 G_L1: 3.102 D_real: 0.055 D_fake: 0.044 +(epoch: 56, iters: 18320, time: 0.409, data: 0.020) G_GAN: 7.411 G_L1: 3.998 D_real: 0.084 D_fake: 0.008 +(epoch: 56, iters: 18420, time: 0.298, data: 0.018) G_GAN: 5.319 G_L1: 4.197 D_real: 0.250 D_fake: 0.362 +(epoch: 56, iters: 18520, time: 0.300, data: 0.019) G_GAN: 6.498 G_L1: 6.583 D_real: 0.158 D_fake: 0.007 +(epoch: 56, iters: 18620, time: 0.304, data: 0.018) G_GAN: 4.300 G_L1: 4.932 D_real: 0.049 D_fake: 0.040 +(epoch: 56, iters: 18720, time: 0.419, data: 0.019) G_GAN: 4.744 G_L1: 3.501 D_real: 0.134 D_fake: 0.053 +(epoch: 56, iters: 18820, time: 0.288, data: 0.017) G_GAN: 6.137 G_L1: 8.473 D_real: 0.016 D_fake: 0.055 +(epoch: 56, iters: 18920, time: 0.298, data: 0.017) G_GAN: 5.056 G_L1: 4.822 D_real: 0.087 D_fake: 0.016 +(epoch: 56, iters: 19020, time: 0.304, data: 0.018) G_GAN: 3.704 G_L1: 3.371 D_real: 0.059 D_fake: 0.174 +(epoch: 56, iters: 19120, time: 0.584, data: 0.019) G_GAN: 2.902 G_L1: 2.484 D_real: 0.831 D_fake: 0.021 +(epoch: 56, iters: 19220, time: 0.293, data: 0.019) G_GAN: 4.680 G_L1: 3.582 D_real: 0.010 D_fake: 0.036 +(epoch: 56, iters: 19320, time: 0.277, data: 0.018) G_GAN: 4.867 G_L1: 2.258 D_real: 0.009 D_fake: 0.074 +(epoch: 56, iters: 19420, time: 0.300, data: 0.017) G_GAN: 5.307 G_L1: 6.476 D_real: 0.216 D_fake: 0.065 +(epoch: 56, iters: 19520, time: 0.417, data: 0.019) G_GAN: 4.735 G_L1: 5.577 D_real: 0.123 D_fake: 0.096 +(epoch: 56, iters: 19620, time: 0.292, data: 0.018) G_GAN: 5.705 G_L1: 3.537 D_real: 0.001 D_fake: 0.011 +(epoch: 56, iters: 19720, time: 0.293, data: 0.023) G_GAN: 6.120 G_L1: 4.404 D_real: 0.000 D_fake: 0.015 +(epoch: 56, iters: 19820, time: 0.303, data: 0.018) G_GAN: 7.199 G_L1: 3.338 D_real: 0.021 D_fake: 0.005 +(epoch: 56, iters: 19920, time: 0.423, data: 0.018) G_GAN: 5.702 G_L1: 8.450 D_real: 0.022 D_fake: 0.029 +(epoch: 56, iters: 20020, time: 0.304, data: 0.020) G_GAN: 5.639 G_L1: 4.670 D_real: 0.010 D_fake: 0.030 +(epoch: 56, iters: 20120, time: 0.293, data: 0.019) G_GAN: 3.769 G_L1: 3.103 D_real: 0.270 D_fake: 0.032 +(epoch: 56, iters: 20220, time: 0.302, data: 0.019) G_GAN: 6.188 G_L1: 2.512 D_real: 0.021 D_fake: 0.016 +(epoch: 56, iters: 20320, time: 0.387, data: 0.018) G_GAN: 3.690 G_L1: 2.702 D_real: 0.019 D_fake: 0.103 +(epoch: 56, iters: 20420, time: 0.303, data: 0.018) G_GAN: 7.264 G_L1: 5.140 D_real: 0.000 D_fake: 0.026 +(epoch: 56, iters: 20520, time: 0.296, data: 0.018) G_GAN: 4.555 G_L1: 4.001 D_real: 0.008 D_fake: 0.067 +(epoch: 56, iters: 20620, time: 0.302, data: 0.020) G_GAN: 7.484 G_L1: 7.206 D_real: 0.014 D_fake: 0.002 +(epoch: 56, iters: 20720, time: 0.415, data: 0.023) G_GAN: 3.520 G_L1: 2.300 D_real: 0.003 D_fake: 0.046 +(epoch: 56, iters: 20820, time: 0.299, data: 0.021) G_GAN: 4.653 G_L1: 4.528 D_real: 0.000 D_fake: 0.026 +(epoch: 56, iters: 20920, time: 0.292, data: 0.019) G_GAN: 4.631 G_L1: 5.205 D_real: 0.253 D_fake: 0.012 +(epoch: 56, iters: 21020, time: 0.297, data: 0.019) G_GAN: 5.485 G_L1: 4.095 D_real: 0.001 D_fake: 0.188 +(epoch: 56, iters: 21120, time: 0.594, data: 0.021) G_GAN: 4.390 G_L1: 4.722 D_real: 0.200 D_fake: 0.062 +(epoch: 56, iters: 21220, time: 0.302, data: 0.019) G_GAN: 3.734 G_L1: 3.487 D_real: 0.041 D_fake: 0.114 +(epoch: 56, iters: 21320, time: 0.299, data: 0.019) G_GAN: 6.181 G_L1: 3.600 D_real: 0.077 D_fake: 0.056 +(epoch: 56, iters: 21420, time: 0.300, data: 0.018) G_GAN: 4.349 G_L1: 3.352 D_real: 0.069 D_fake: 0.046 +(epoch: 56, iters: 21520, time: 0.426, data: 0.018) G_GAN: 3.396 G_L1: 4.714 D_real: 0.314 D_fake: 0.172 +(epoch: 56, iters: 21620, time: 0.296, data: 0.018) G_GAN: 4.548 G_L1: 4.772 D_real: 0.006 D_fake: 0.049 +(epoch: 56, iters: 21720, time: 0.307, data: 0.019) G_GAN: 5.318 G_L1: 4.735 D_real: 0.001 D_fake: 0.100 +(epoch: 56, iters: 21820, time: 0.287, data: 0.021) G_GAN: 4.340 G_L1: 5.476 D_real: 0.220 D_fake: 0.019 +(epoch: 56, iters: 21920, time: 0.406, data: 0.017) G_GAN: 6.470 G_L1: 3.544 D_real: 0.045 D_fake: 0.010 +(epoch: 56, iters: 22020, time: 0.299, data: 0.018) G_GAN: 7.487 G_L1: 5.475 D_real: 0.151 D_fake: 0.002 +(epoch: 56, iters: 22120, time: 0.298, data: 0.020) G_GAN: 5.443 G_L1: 3.792 D_real: 0.009 D_fake: 0.025 +(epoch: 56, iters: 22220, time: 0.300, data: 0.019) G_GAN: 2.933 G_L1: 3.482 D_real: 1.288 D_fake: 0.049 +(epoch: 56, iters: 22320, time: 0.423, data: 0.019) G_GAN: 5.083 G_L1: 3.303 D_real: 0.108 D_fake: 0.052 +(epoch: 56, iters: 22420, time: 0.293, data: 0.018) G_GAN: 4.837 G_L1: 5.311 D_real: 0.162 D_fake: 0.068 +(epoch: 56, iters: 22520, time: 0.307, data: 0.018) G_GAN: 6.358 G_L1: 3.915 D_real: 0.005 D_fake: 0.113 +(epoch: 56, iters: 22620, time: 0.293, data: 0.019) G_GAN: 7.069 G_L1: 7.925 D_real: 0.027 D_fake: 0.037 +(epoch: 56, iters: 22720, time: 0.414, data: 0.020) G_GAN: 5.241 G_L1: 4.630 D_real: 0.072 D_fake: 0.025 +(epoch: 56, iters: 22820, time: 0.303, data: 0.018) G_GAN: 8.036 G_L1: 4.028 D_real: 0.056 D_fake: 0.006 +(epoch: 56, iters: 22920, time: 0.305, data: 0.021) G_GAN: 4.673 G_L1: 5.524 D_real: 0.152 D_fake: 0.051 +(epoch: 56, iters: 23020, time: 0.303, data: 0.021) G_GAN: 5.262 G_L1: 5.343 D_real: 0.170 D_fake: 0.018 +(epoch: 56, iters: 23120, time: 0.610, data: 0.020) G_GAN: 5.880 G_L1: 7.929 D_real: 0.024 D_fake: 0.191 +(epoch: 56, iters: 23220, time: 0.286, data: 0.019) G_GAN: 4.085 G_L1: 4.374 D_real: 0.260 D_fake: 0.038 +(epoch: 56, iters: 23320, time: 0.301, data: 0.018) G_GAN: 5.757 G_L1: 7.394 D_real: 0.003 D_fake: 0.034 +(epoch: 56, iters: 23420, time: 0.304, data: 0.021) G_GAN: 6.616 G_L1: 8.291 D_real: 0.009 D_fake: 0.023 +(epoch: 56, iters: 23520, time: 0.417, data: 0.020) G_GAN: 5.197 G_L1: 6.486 D_real: 0.243 D_fake: 0.012 +(epoch: 56, iters: 23620, time: 0.299, data: 0.019) G_GAN: 4.941 G_L1: 3.316 D_real: 0.062 D_fake: 0.039 +(epoch: 56, iters: 23720, time: 0.301, data: 0.020) G_GAN: 5.199 G_L1: 5.976 D_real: 0.043 D_fake: 0.035 +(epoch: 56, iters: 23820, time: 0.302, data: 0.018) G_GAN: 3.820 G_L1: 3.049 D_real: 0.415 D_fake: 0.072 +(epoch: 56, iters: 23920, time: 0.420, data: 0.019) G_GAN: 4.521 G_L1: 6.968 D_real: 0.269 D_fake: 0.173 +(epoch: 56, iters: 24020, time: 0.299, data: 0.019) G_GAN: 2.792 G_L1: 3.223 D_real: 0.295 D_fake: 0.276 +(epoch: 56, iters: 24120, time: 0.303, data: 0.019) G_GAN: 5.429 G_L1: 3.711 D_real: 0.005 D_fake: 0.061 +(epoch: 56, iters: 24220, time: 0.302, data: 0.020) G_GAN: 4.450 G_L1: 3.408 D_real: 0.030 D_fake: 0.070 +(epoch: 56, iters: 24320, time: 0.389, data: 0.019) G_GAN: 4.254 G_L1: 3.460 D_real: 0.026 D_fake: 0.062 +(epoch: 56, iters: 24420, time: 0.292, data: 0.018) G_GAN: 5.622 G_L1: 8.376 D_real: 0.051 D_fake: 0.013 +(epoch: 56, iters: 24520, time: 0.303, data: 0.018) G_GAN: 6.997 G_L1: 5.939 D_real: 0.001 D_fake: 0.090 +(epoch: 56, iters: 24620, time: 0.305, data: 0.021) G_GAN: 4.509 G_L1: 3.054 D_real: 0.175 D_fake: 0.065 +(epoch: 56, iters: 24720, time: 0.420, data: 0.019) G_GAN: 3.831 G_L1: 3.584 D_real: 0.202 D_fake: 0.024 +(epoch: 56, iters: 24820, time: 0.298, data: 0.020) G_GAN: 5.528 G_L1: 5.289 D_real: 0.010 D_fake: 0.195 +(epoch: 56, iters: 24920, time: 0.293, data: 0.018) G_GAN: 5.133 G_L1: 3.765 D_real: 0.016 D_fake: 0.320 +(epoch: 56, iters: 25020, time: 0.294, data: 0.018) G_GAN: 4.541 G_L1: 6.049 D_real: 0.104 D_fake: 0.047 +(epoch: 56, iters: 25120, time: 0.605, data: 0.018) G_GAN: 7.341 G_L1: 4.732 D_real: 0.000 D_fake: 0.131 +(epoch: 56, iters: 25220, time: 0.303, data: 0.018) G_GAN: 6.279 G_L1: 2.610 D_real: 0.034 D_fake: 0.021 +(epoch: 56, iters: 25320, time: 0.301, data: 0.018) G_GAN: 7.823 G_L1: 4.692 D_real: 0.252 D_fake: 0.002 +(epoch: 56, iters: 25420, time: 0.298, data: 0.019) G_GAN: 5.206 G_L1: 3.669 D_real: 0.008 D_fake: 0.018 +(epoch: 56, iters: 25520, time: 0.405, data: 0.019) G_GAN: 3.105 G_L1: 3.508 D_real: 0.002 D_fake: 0.049 +(epoch: 56, iters: 25620, time: 0.302, data: 0.018) G_GAN: 5.435 G_L1: 5.494 D_real: 0.004 D_fake: 0.103 +(epoch: 56, iters: 25720, time: 0.303, data: 0.019) G_GAN: 4.700 G_L1: 4.334 D_real: 0.111 D_fake: 0.065 +(epoch: 56, iters: 25820, time: 0.305, data: 0.021) G_GAN: 4.747 G_L1: 5.382 D_real: 0.081 D_fake: 0.067 +(epoch: 56, iters: 25920, time: 0.387, data: 0.018) G_GAN: 4.893 G_L1: 8.660 D_real: 0.001 D_fake: 0.274 +(epoch: 56, iters: 26020, time: 0.296, data: 0.017) G_GAN: 5.641 G_L1: 4.950 D_real: 0.404 D_fake: 0.372 +(epoch: 56, iters: 26120, time: 0.286, data: 0.019) G_GAN: 4.534 G_L1: 3.865 D_real: 0.068 D_fake: 0.079 +(epoch: 56, iters: 26220, time: 0.291, data: 0.017) G_GAN: 5.675 G_L1: 3.519 D_real: 0.003 D_fake: 0.052 +(epoch: 56, iters: 26320, time: 0.406, data: 0.018) G_GAN: 3.509 G_L1: 3.255 D_real: 0.360 D_fake: 0.066 +(epoch: 56, iters: 26420, time: 0.296, data: 0.017) G_GAN: 6.539 G_L1: 5.970 D_real: 0.003 D_fake: 0.005 +(epoch: 56, iters: 26520, time: 0.296, data: 0.020) G_GAN: 5.130 G_L1: 7.376 D_real: 0.001 D_fake: 0.051 +(epoch: 56, iters: 26620, time: 0.294, data: 0.018) G_GAN: 5.976 G_L1: 5.771 D_real: 0.034 D_fake: 0.011 +(epoch: 56, iters: 26720, time: 0.405, data: 0.017) G_GAN: 8.934 G_L1: 7.502 D_real: 0.005 D_fake: 0.001 +(epoch: 56, iters: 26820, time: 0.286, data: 0.019) G_GAN: 4.609 G_L1: 3.261 D_real: 0.094 D_fake: 0.104 +(epoch: 56, iters: 26920, time: 0.293, data: 0.018) G_GAN: 4.240 G_L1: 5.095 D_real: 0.006 D_fake: 0.057 +(epoch: 56, iters: 27020, time: 0.293, data: 0.018) G_GAN: 4.765 G_L1: 4.615 D_real: 0.093 D_fake: 0.034 +(epoch: 56, iters: 27120, time: 0.570, data: 0.019) G_GAN: 5.739 G_L1: 3.563 D_real: 0.009 D_fake: 0.216 +(epoch: 56, iters: 27220, time: 0.304, data: 0.019) G_GAN: 5.577 G_L1: 3.926 D_real: 0.056 D_fake: 0.023 +(epoch: 56, iters: 27320, time: 0.305, data: 0.019) G_GAN: 4.060 G_L1: 5.250 D_real: 0.002 D_fake: 0.095 +(epoch: 56, iters: 27420, time: 0.296, data: 0.019) G_GAN: 5.460 G_L1: 3.833 D_real: 0.007 D_fake: 0.021 +(epoch: 56, iters: 27520, time: 0.404, data: 0.018) G_GAN: 4.572 G_L1: 10.444 D_real: 0.007 D_fake: 0.162 +(epoch: 56, iters: 27620, time: 0.302, data: 0.017) G_GAN: 4.380 G_L1: 4.909 D_real: 0.000 D_fake: 0.156 +(epoch: 56, iters: 27720, time: 0.303, data: 0.023) G_GAN: 7.349 G_L1: 10.428 D_real: 0.000 D_fake: 0.011 +(epoch: 56, iters: 27820, time: 0.296, data: 0.019) G_GAN: 4.251 G_L1: 4.182 D_real: 0.029 D_fake: 0.045 +(epoch: 56, iters: 27920, time: 0.407, data: 0.019) G_GAN: 4.202 G_L1: 4.505 D_real: 0.000 D_fake: 0.056 +(epoch: 56, iters: 28020, time: 0.292, data: 0.018) G_GAN: 6.628 G_L1: 3.218 D_real: 0.011 D_fake: 0.006 +(epoch: 56, iters: 28120, time: 0.297, data: 0.018) G_GAN: 8.792 G_L1: 2.705 D_real: 0.002 D_fake: 0.001 +(epoch: 56, iters: 28220, time: 0.295, data: 0.021) G_GAN: 6.795 G_L1: 7.371 D_real: 0.191 D_fake: 0.020 +(epoch: 56, iters: 28320, time: 0.397, data: 0.017) G_GAN: 5.594 G_L1: 4.020 D_real: 0.150 D_fake: 0.028 +(epoch: 56, iters: 28420, time: 0.301, data: 0.018) G_GAN: 6.504 G_L1: 4.935 D_real: 0.004 D_fake: 0.021 +(epoch: 56, iters: 28520, time: 0.296, data: 0.018) G_GAN: 5.500 G_L1: 4.798 D_real: 0.001 D_fake: 0.008 +(epoch: 56, iters: 28620, time: 0.304, data: 0.019) G_GAN: 5.369 G_L1: 6.924 D_real: 0.000 D_fake: 0.055 +(epoch: 56, iters: 28720, time: 0.426, data: 0.020) G_GAN: 4.259 G_L1: 4.746 D_real: 0.012 D_fake: 0.060 +(epoch: 56, iters: 28820, time: 0.288, data: 0.018) G_GAN: 4.221 G_L1: 4.798 D_real: 0.003 D_fake: 0.115 +(epoch: 56, iters: 28920, time: 0.300, data: 0.018) G_GAN: 5.748 G_L1: 6.289 D_real: 0.000 D_fake: 0.023 +(epoch: 56, iters: 29020, time: 0.288, data: 0.018) G_GAN: 3.844 G_L1: 3.510 D_real: 0.009 D_fake: 0.018 +(epoch: 56, iters: 29120, time: 0.566, data: 0.018) G_GAN: 4.546 G_L1: 6.556 D_real: 0.003 D_fake: 0.026 +(epoch: 56, iters: 29220, time: 0.306, data: 0.019) G_GAN: 4.016 G_L1: 5.698 D_real: 0.000 D_fake: 0.148 +(epoch: 56, iters: 29320, time: 0.305, data: 0.020) G_GAN: 5.809 G_L1: 3.911 D_real: 0.001 D_fake: 0.008 +(epoch: 56, iters: 29420, time: 0.290, data: 0.020) G_GAN: 4.523 G_L1: 4.471 D_real: 0.293 D_fake: 0.066 +(epoch: 56, iters: 29520, time: 0.426, data: 0.019) G_GAN: 5.205 G_L1: 5.025 D_real: 0.001 D_fake: 0.105 +(epoch: 56, iters: 29620, time: 0.291, data: 0.020) G_GAN: 3.250 G_L1: 3.901 D_real: 0.318 D_fake: 0.029 +(epoch: 56, iters: 29720, time: 0.307, data: 0.021) G_GAN: 2.792 G_L1: 5.808 D_real: 0.000 D_fake: 0.065 +(epoch: 56, iters: 29820, time: 0.304, data: 0.020) G_GAN: 5.085 G_L1: 4.036 D_real: 0.094 D_fake: 0.124 +(epoch: 56, iters: 29920, time: 0.430, data: 0.020) G_GAN: 3.572 G_L1: 3.734 D_real: 0.000 D_fake: 0.070 +(epoch: 56, iters: 30020, time: 0.303, data: 0.019) G_GAN: 4.844 G_L1: 5.008 D_real: 0.002 D_fake: 0.044 +(epoch: 56, iters: 30120, time: 0.304, data: 0.019) G_GAN: 4.567 G_L1: 4.317 D_real: 0.001 D_fake: 0.218 +(epoch: 56, iters: 30220, time: 0.306, data: 0.023) G_GAN: 2.825 G_L1: 6.819 D_real: 0.000 D_fake: 0.371 +(epoch: 56, iters: 30320, time: 0.388, data: 0.019) G_GAN: 5.360 G_L1: 3.083 D_real: 0.002 D_fake: 0.020 +(epoch: 56, iters: 30420, time: 0.302, data: 0.020) G_GAN: 3.663 G_L1: 4.518 D_real: 0.001 D_fake: 0.125 +(epoch: 56, iters: 30520, time: 0.298, data: 0.019) G_GAN: 5.922 G_L1: 4.891 D_real: 0.001 D_fake: 0.002 +(epoch: 56, iters: 30620, time: 0.307, data: 0.019) G_GAN: 4.992 G_L1: 3.090 D_real: 0.023 D_fake: 0.033 +(epoch: 56, iters: 30720, time: 0.406, data: 0.019) G_GAN: 3.663 G_L1: 5.246 D_real: 0.000 D_fake: 0.166 +(epoch: 56, iters: 30820, time: 0.306, data: 0.019) G_GAN: 3.549 G_L1: 3.491 D_real: 0.000 D_fake: 0.078 +(epoch: 56, iters: 30920, time: 0.299, data: 0.020) G_GAN: 3.348 G_L1: 3.672 D_real: 0.026 D_fake: 0.214 +(epoch: 56, iters: 31020, time: 0.304, data: 0.020) G_GAN: 5.526 G_L1: 8.821 D_real: 0.000 D_fake: 0.521 +(epoch: 56, iters: 31120, time: 0.529, data: 0.019) G_GAN: 6.152 G_L1: 6.649 D_real: 0.001 D_fake: 0.120 +(epoch: 56, iters: 31220, time: 0.303, data: 0.018) G_GAN: 5.066 G_L1: 5.051 D_real: 0.014 D_fake: 0.089 +(epoch: 56, iters: 31320, time: 0.303, data: 0.019) G_GAN: 3.387 G_L1: 4.264 D_real: 0.000 D_fake: 0.097 +(epoch: 56, iters: 31420, time: 0.298, data: 0.019) G_GAN: 3.919 G_L1: 6.081 D_real: 0.000 D_fake: 0.145 +(epoch: 56, iters: 31520, time: 0.413, data: 0.019) G_GAN: 5.828 G_L1: 8.506 D_real: 0.000 D_fake: 0.222 +(epoch: 56, iters: 31620, time: 0.293, data: 0.018) G_GAN: 4.629 G_L1: 5.335 D_real: 0.000 D_fake: 0.103 +(epoch: 56, iters: 31720, time: 0.288, data: 0.017) G_GAN: 4.218 G_L1: 7.325 D_real: 0.003 D_fake: 0.056 +(epoch: 56, iters: 31820, time: 0.304, data: 0.018) G_GAN: 4.840 G_L1: 3.957 D_real: 0.001 D_fake: 0.047 +(epoch: 56, iters: 31920, time: 0.407, data: 0.019) G_GAN: 3.796 G_L1: 4.810 D_real: 0.005 D_fake: 0.109 +(epoch: 56, iters: 32020, time: 0.306, data: 0.019) G_GAN: 4.222 G_L1: 9.176 D_real: 0.002 D_fake: 0.484 +(epoch: 56, iters: 32120, time: 0.291, data: 0.018) G_GAN: 5.519 G_L1: 5.034 D_real: 0.000 D_fake: 0.010 +(epoch: 56, iters: 32220, time: 0.304, data: 0.022) G_GAN: 3.593 G_L1: 3.231 D_real: 0.001 D_fake: 0.275 +(epoch: 56, iters: 32320, time: 0.379, data: 0.020) G_GAN: 5.238 G_L1: 7.887 D_real: 0.044 D_fake: 0.078 +(epoch: 56, iters: 32420, time: 0.304, data: 0.018) G_GAN: 3.990 G_L1: 5.632 D_real: 0.000 D_fake: 0.170 +(epoch: 56, iters: 32520, time: 0.298, data: 0.021) G_GAN: 4.107 G_L1: 6.874 D_real: 0.008 D_fake: 0.147 +(epoch: 56, iters: 32620, time: 0.304, data: 0.018) G_GAN: 4.514 G_L1: 3.567 D_real: 0.009 D_fake: 0.055 +(epoch: 56, iters: 32720, time: 0.412, data: 0.019) G_GAN: 4.036 G_L1: 5.054 D_real: 0.009 D_fake: 0.067 +(epoch: 56, iters: 32820, time: 0.302, data: 0.019) G_GAN: 4.148 G_L1: 7.735 D_real: 0.000 D_fake: 0.166 +(epoch: 56, iters: 32920, time: 0.307, data: 0.020) G_GAN: 5.718 G_L1: 4.836 D_real: 0.000 D_fake: 0.020 +(epoch: 56, iters: 33020, time: 0.303, data: 0.020) G_GAN: 4.207 G_L1: 3.355 D_real: 0.050 D_fake: 0.095 +(epoch: 56, iters: 33120, time: 0.573, data: 0.018) G_GAN: 4.592 G_L1: 3.449 D_real: 0.007 D_fake: 0.082 +(epoch: 56, iters: 33220, time: 0.305, data: 0.020) G_GAN: 3.415 G_L1: 3.951 D_real: 0.193 D_fake: 0.238 +(epoch: 56, iters: 33320, time: 0.298, data: 0.021) G_GAN: 4.458 G_L1: 8.162 D_real: 0.000 D_fake: 0.356 +(epoch: 56, iters: 33420, time: 0.294, data: 0.025) G_GAN: 4.998 G_L1: 3.650 D_real: 0.003 D_fake: 0.011 +(epoch: 56, iters: 33520, time: 0.425, data: 0.018) G_GAN: 5.446 G_L1: 4.132 D_real: 0.022 D_fake: 0.020 +(epoch: 56, iters: 33620, time: 0.301, data: 0.020) G_GAN: 2.968 G_L1: 4.524 D_real: 0.000 D_fake: 0.165 +(epoch: 56, iters: 33720, time: 0.305, data: 0.019) G_GAN: 3.089 G_L1: 4.215 D_real: 0.000 D_fake: 0.277 +(epoch: 56, iters: 33820, time: 0.280, data: 0.019) G_GAN: 3.588 G_L1: 6.681 D_real: 0.044 D_fake: 0.051 +(epoch: 56, iters: 33920, time: 0.422, data: 0.017) G_GAN: 4.735 G_L1: 4.732 D_real: 0.000 D_fake: 0.102 +(epoch: 56, iters: 34020, time: 0.301, data: 0.019) G_GAN: 4.321 G_L1: 7.860 D_real: 0.000 D_fake: 0.257 +(epoch: 56, iters: 34120, time: 0.305, data: 0.022) G_GAN: 3.642 G_L1: 5.103 D_real: 0.002 D_fake: 0.057 +(epoch: 56, iters: 34220, time: 0.295, data: 0.020) G_GAN: 3.909 G_L1: 5.148 D_real: 0.000 D_fake: 0.094 +(epoch: 56, iters: 34320, time: 0.413, data: 0.017) G_GAN: 4.249 G_L1: 3.424 D_real: 0.000 D_fake: 0.194 +(epoch: 56, iters: 34420, time: 0.296, data: 0.021) G_GAN: 3.394 G_L1: 4.537 D_real: 0.000 D_fake: 0.130 +(epoch: 56, iters: 34520, time: 0.306, data: 0.018) G_GAN: 2.818 G_L1: 5.161 D_real: 0.000 D_fake: 0.766 +(epoch: 56, iters: 34620, time: 0.292, data: 0.019) G_GAN: 2.608 G_L1: 3.866 D_real: 0.018 D_fake: 0.651 +(epoch: 56, iters: 34720, time: 0.405, data: 0.020) G_GAN: 4.581 G_L1: 4.392 D_real: 0.010 D_fake: 0.049 +(epoch: 56, iters: 34820, time: 0.311, data: 0.018) G_GAN: 3.079 G_L1: 4.985 D_real: 0.001 D_fake: 0.187 +(epoch: 56, iters: 34920, time: 0.298, data: 0.020) G_GAN: 2.899 G_L1: 3.531 D_real: 0.003 D_fake: 0.235 +(epoch: 56, iters: 35020, time: 0.296, data: 0.023) G_GAN: 4.365 G_L1: 9.933 D_real: 0.005 D_fake: 0.062 +(epoch: 56, iters: 35120, time: 0.598, data: 0.018) G_GAN: 4.768 G_L1: 6.745 D_real: 0.000 D_fake: 0.066 +(epoch: 56, iters: 35220, time: 0.303, data: 0.021) G_GAN: 2.091 G_L1: 4.710 D_real: 0.000 D_fake: 0.159 +(epoch: 56, iters: 35320, time: 0.302, data: 0.019) G_GAN: 4.690 G_L1: 6.188 D_real: 0.000 D_fake: 0.254 +(epoch: 56, iters: 35420, time: 0.293, data: 0.018) G_GAN: 3.304 G_L1: 6.830 D_real: 0.000 D_fake: 0.098 +(epoch: 56, iters: 35520, time: 0.386, data: 0.017) G_GAN: 4.365 G_L1: 3.546 D_real: 0.006 D_fake: 0.153 +(epoch: 56, iters: 35620, time: 0.298, data: 0.018) G_GAN: 3.724 G_L1: 5.088 D_real: 0.006 D_fake: 0.277 +(epoch: 56, iters: 35720, time: 0.292, data: 0.024) G_GAN: 1.770 G_L1: 4.013 D_real: 0.000 D_fake: 0.263 +(epoch: 56, iters: 35820, time: 0.294, data: 0.019) G_GAN: 4.254 G_L1: 6.360 D_real: 0.001 D_fake: 0.042 +(epoch: 56, iters: 35920, time: 0.432, data: 0.020) G_GAN: 2.508 G_L1: 4.862 D_real: 0.004 D_fake: 0.687 +(epoch: 56, iters: 36020, time: 0.286, data: 0.019) G_GAN: 3.278 G_L1: 7.129 D_real: 0.014 D_fake: 0.355 +(epoch: 56, iters: 36120, time: 0.296, data: 0.017) G_GAN: 4.044 G_L1: 4.478 D_real: 0.002 D_fake: 0.041 +(epoch: 56, iters: 36220, time: 0.295, data: 0.019) G_GAN: 2.700 G_L1: 3.119 D_real: 0.004 D_fake: 0.677 +(epoch: 56, iters: 36320, time: 0.383, data: 0.019) G_GAN: 3.366 G_L1: 3.527 D_real: 0.001 D_fake: 0.172 +(epoch: 56, iters: 36420, time: 0.292, data: 0.018) G_GAN: 3.236 G_L1: 3.369 D_real: 0.610 D_fake: 0.120 +(epoch: 56, iters: 36520, time: 0.306, data: 0.018) G_GAN: 2.483 G_L1: 4.106 D_real: 0.000 D_fake: 0.256 +(epoch: 56, iters: 36620, time: 0.295, data: 0.018) G_GAN: 4.934 G_L1: 6.340 D_real: 0.000 D_fake: 0.422 +(epoch: 56, iters: 36720, time: 0.413, data: 0.018) G_GAN: 3.897 G_L1: 5.124 D_real: 0.002 D_fake: 0.174 +(epoch: 56, iters: 36820, time: 0.287, data: 0.017) G_GAN: 4.330 G_L1: 3.977 D_real: 0.045 D_fake: 0.099 +(epoch: 56, iters: 36920, time: 0.296, data: 0.018) G_GAN: 2.041 G_L1: 4.237 D_real: 0.655 D_fake: 0.165 +(epoch: 56, iters: 37020, time: 0.300, data: 0.023) G_GAN: 3.023 G_L1: 6.930 D_real: 0.000 D_fake: 0.309 +(epoch: 56, iters: 37120, time: 0.592, data: 0.019) G_GAN: 3.354 G_L1: 6.258 D_real: 0.018 D_fake: 0.115 +(epoch: 56, iters: 37220, time: 0.304, data: 0.018) G_GAN: 3.127 G_L1: 3.975 D_real: 0.003 D_fake: 0.319 +(epoch: 56, iters: 37320, time: 0.307, data: 0.019) G_GAN: 2.757 G_L1: 5.422 D_real: 0.000 D_fake: 0.725 +(epoch: 56, iters: 37420, time: 0.303, data: 0.019) G_GAN: 3.441 G_L1: 3.554 D_real: 0.000 D_fake: 0.767 +(epoch: 56, iters: 37520, time: 0.412, data: 0.020) G_GAN: 4.660 G_L1: 9.344 D_real: 0.000 D_fake: 0.044 +(epoch: 56, iters: 37620, time: 0.291, data: 0.018) G_GAN: 1.532 G_L1: 5.714 D_real: 0.000 D_fake: 0.528 +(epoch: 56, iters: 37720, time: 0.290, data: 0.017) G_GAN: 3.131 G_L1: 4.977 D_real: 0.000 D_fake: 0.383 +(epoch: 56, iters: 37820, time: 0.280, data: 0.019) G_GAN: 3.224 G_L1: 3.019 D_real: 0.605 D_fake: 0.040 +(epoch: 56, iters: 37920, time: 0.417, data: 0.016) G_GAN: 4.015 G_L1: 4.250 D_real: 0.001 D_fake: 0.325 +(epoch: 56, iters: 38020, time: 0.292, data: 0.029) G_GAN: 4.851 G_L1: 6.199 D_real: 0.022 D_fake: 0.044 +(epoch: 56, iters: 38120, time: 0.304, data: 0.020) G_GAN: 2.660 G_L1: 4.503 D_real: 0.000 D_fake: 0.090 +(epoch: 56, iters: 38220, time: 0.306, data: 0.018) G_GAN: 3.779 G_L1: 3.964 D_real: 0.002 D_fake: 0.196 +(epoch: 56, iters: 38320, time: 0.427, data: 0.019) G_GAN: 2.677 G_L1: 4.276 D_real: 0.005 D_fake: 0.308 +(epoch: 56, iters: 38420, time: 0.302, data: 0.019) G_GAN: 3.230 G_L1: 5.768 D_real: 0.000 D_fake: 0.521 +(epoch: 56, iters: 38520, time: 0.288, data: 0.019) G_GAN: 2.793 G_L1: 3.799 D_real: 0.027 D_fake: 0.277 +(epoch: 56, iters: 38620, time: 0.289, data: 0.019) G_GAN: 4.378 G_L1: 5.219 D_real: 0.000 D_fake: 0.067 +(epoch: 56, iters: 38720, time: 0.398, data: 0.017) G_GAN: 3.839 G_L1: 10.698 D_real: 0.000 D_fake: 0.137 +(epoch: 56, iters: 38820, time: 0.307, data: 0.018) G_GAN: 2.546 G_L1: 6.819 D_real: 0.398 D_fake: 0.196 +(epoch: 56, iters: 38920, time: 0.301, data: 0.020) G_GAN: 3.676 G_L1: 7.261 D_real: 0.001 D_fake: 0.243 +(epoch: 56, iters: 39020, time: 0.302, data: 0.019) G_GAN: 4.941 G_L1: 2.911 D_real: 0.018 D_fake: 0.043 +(epoch: 56, iters: 39120, time: 0.595, data: 0.020) G_GAN: 2.727 G_L1: 5.360 D_real: 0.000 D_fake: 0.073 +(epoch: 56, iters: 39220, time: 0.296, data: 0.020) G_GAN: 3.406 G_L1: 5.152 D_real: 0.006 D_fake: 0.121 +(epoch: 56, iters: 39320, time: 0.303, data: 0.017) G_GAN: 3.183 G_L1: 4.233 D_real: 0.338 D_fake: 0.146 +(epoch: 56, iters: 39420, time: 0.290, data: 0.022) G_GAN: 3.685 G_L1: 7.667 D_real: 0.000 D_fake: 0.151 +(epoch: 56, iters: 39520, time: 0.409, data: 0.017) G_GAN: 2.258 G_L1: 3.776 D_real: 0.002 D_fake: 0.225 +(epoch: 56, iters: 39620, time: 0.299, data: 0.019) G_GAN: 2.996 G_L1: 6.257 D_real: 0.000 D_fake: 0.134 +(epoch: 56, iters: 39720, time: 0.290, data: 0.022) G_GAN: 3.301 G_L1: 3.049 D_real: 0.081 D_fake: 0.118 +(epoch: 56, iters: 39820, time: 0.295, data: 0.017) G_GAN: 4.692 G_L1: 4.705 D_real: 0.001 D_fake: 0.039 +(epoch: 56, iters: 39920, time: 0.422, data: 0.020) G_GAN: 1.868 G_L1: 3.714 D_real: 0.473 D_fake: 0.131 +(epoch: 56, iters: 40020, time: 0.294, data: 0.019) G_GAN: 2.302 G_L1: 2.792 D_real: 0.052 D_fake: 0.535 +(epoch: 56, iters: 40120, time: 0.300, data: 0.019) G_GAN: 2.738 G_L1: 4.120 D_real: 0.026 D_fake: 0.252 +(epoch: 56, iters: 40220, time: 0.309, data: 0.020) G_GAN: 1.266 G_L1: 5.376 D_real: 0.002 D_fake: 0.242 +(epoch: 56, iters: 40320, time: 0.414, data: 0.019) G_GAN: 3.673 G_L1: 8.479 D_real: 0.000 D_fake: 0.142 +(epoch: 56, iters: 40420, time: 0.283, data: 0.018) G_GAN: 4.872 G_L1: 5.733 D_real: 0.000 D_fake: 0.265 +(epoch: 56, iters: 40520, time: 0.298, data: 0.020) G_GAN: 5.125 G_L1: 5.366 D_real: 0.009 D_fake: 0.060 +(epoch: 56, iters: 40620, time: 0.299, data: 0.018) G_GAN: 4.112 G_L1: 5.863 D_real: 0.135 D_fake: 0.297 +(epoch: 56, iters: 40720, time: 0.429, data: 0.020) G_GAN: 5.390 G_L1: 6.945 D_real: 0.004 D_fake: 0.072 +(epoch: 56, iters: 40820, time: 0.303, data: 0.019) G_GAN: 3.207 G_L1: 3.208 D_real: 0.010 D_fake: 0.224 +(epoch: 56, iters: 40920, time: 0.284, data: 0.020) G_GAN: 3.922 G_L1: 3.901 D_real: 0.031 D_fake: 0.216 +(epoch: 56, iters: 41020, time: 0.295, data: 0.017) G_GAN: 5.107 G_L1: 5.972 D_real: 0.019 D_fake: 0.066 +(epoch: 56, iters: 41120, time: 0.609, data: 0.019) G_GAN: 5.961 G_L1: 6.218 D_real: 0.042 D_fake: 0.027 +(epoch: 56, iters: 41220, time: 0.292, data: 0.018) G_GAN: 6.135 G_L1: 6.083 D_real: 0.004 D_fake: 0.019 +(epoch: 56, iters: 41320, time: 0.299, data: 0.018) G_GAN: 5.502 G_L1: 4.763 D_real: 0.044 D_fake: 0.035 +(epoch: 56, iters: 41420, time: 0.296, data: 0.019) G_GAN: 3.858 G_L1: 3.393 D_real: 0.149 D_fake: 0.094 +(epoch: 56, iters: 41520, time: 0.384, data: 0.017) G_GAN: 5.221 G_L1: 3.492 D_real: 0.018 D_fake: 0.021 +(epoch: 56, iters: 41620, time: 0.297, data: 0.017) G_GAN: 4.003 G_L1: 6.506 D_real: 0.023 D_fake: 0.157 +(epoch: 56, iters: 41720, time: 0.298, data: 0.019) G_GAN: 5.054 G_L1: 8.880 D_real: 0.006 D_fake: 0.035 +(epoch: 56, iters: 41820, time: 0.298, data: 0.019) G_GAN: 6.221 G_L1: 4.943 D_real: 0.035 D_fake: 0.003 +(epoch: 56, iters: 41920, time: 0.416, data: 0.019) G_GAN: 5.128 G_L1: 2.838 D_real: 0.052 D_fake: 0.072 +(epoch: 56, iters: 42020, time: 0.293, data: 0.019) G_GAN: 3.677 G_L1: 4.252 D_real: 0.040 D_fake: 0.078 +(epoch: 56, iters: 42120, time: 0.291, data: 0.018) G_GAN: 3.598 G_L1: 4.958 D_real: 0.304 D_fake: 0.134 +(epoch: 56, iters: 42220, time: 0.292, data: 0.016) G_GAN: 3.348 G_L1: 4.208 D_real: 0.021 D_fake: 0.098 +(epoch: 56, iters: 42320, time: 0.413, data: 0.017) G_GAN: 3.999 G_L1: 2.979 D_real: 0.068 D_fake: 0.046 +(epoch: 56, iters: 42420, time: 0.296, data: 0.020) G_GAN: 3.609 G_L1: 4.038 D_real: 0.171 D_fake: 0.059 +(epoch: 56, iters: 42520, time: 0.300, data: 0.018) G_GAN: 5.729 G_L1: 7.588 D_real: 0.056 D_fake: 0.037 +(epoch: 56, iters: 42620, time: 0.303, data: 0.019) G_GAN: 3.589 G_L1: 4.613 D_real: 0.010 D_fake: 0.174 +(epoch: 56, iters: 42720, time: 0.379, data: 0.018) G_GAN: 8.216 G_L1: 5.424 D_real: 0.116 D_fake: 0.005 +(epoch: 56, iters: 42820, time: 0.293, data: 0.017) G_GAN: 4.705 G_L1: 3.339 D_real: 0.144 D_fake: 0.015 +(epoch: 56, iters: 42920, time: 0.296, data: 0.018) G_GAN: 4.545 G_L1: 5.634 D_real: 0.013 D_fake: 0.030 +(epoch: 56, iters: 43020, time: 0.303, data: 0.017) G_GAN: 5.893 G_L1: 5.277 D_real: 0.095 D_fake: 0.026 +(epoch: 56, iters: 43120, time: 0.592, data: 0.018) G_GAN: 3.899 G_L1: 3.895 D_real: 0.188 D_fake: 0.114 +(epoch: 56, iters: 43220, time: 0.294, data: 0.019) G_GAN: 6.753 G_L1: 3.235 D_real: 0.008 D_fake: 0.006 +(epoch: 56, iters: 43320, time: 0.303, data: 0.018) G_GAN: 5.788 G_L1: 4.478 D_real: 0.026 D_fake: 0.007 +(epoch: 56, iters: 43420, time: 0.301, data: 0.023) G_GAN: 3.900 G_L1: 5.516 D_real: 0.385 D_fake: 0.054 +(epoch: 56, iters: 43520, time: 0.423, data: 0.018) G_GAN: 4.215 G_L1: 5.710 D_real: 0.384 D_fake: 0.040 +(epoch: 56, iters: 43620, time: 0.300, data: 0.019) G_GAN: 3.149 G_L1: 3.805 D_real: 0.114 D_fake: 0.399 +(epoch: 56, iters: 43720, time: 0.293, data: 0.019) G_GAN: 3.661 G_L1: 3.412 D_real: 0.066 D_fake: 0.062 +(epoch: 56, iters: 43820, time: 0.295, data: 0.019) G_GAN: 3.680 G_L1: 2.847 D_real: 0.245 D_fake: 0.049 +(epoch: 56, iters: 43920, time: 0.409, data: 0.019) G_GAN: 4.508 G_L1: 2.888 D_real: 0.016 D_fake: 0.024 +(epoch: 56, iters: 44020, time: 0.297, data: 0.020) G_GAN: 4.939 G_L1: 4.757 D_real: 0.055 D_fake: 0.045 +(epoch: 56, iters: 44120, time: 0.270, data: 0.018) G_GAN: 3.011 G_L1: 3.146 D_real: 0.024 D_fake: 0.119 +(epoch: 56, iters: 44220, time: 0.285, data: 0.017) G_GAN: 4.755 G_L1: 4.300 D_real: 0.002 D_fake: 0.028 +(epoch: 56, iters: 44320, time: 0.381, data: 0.015) G_GAN: 5.026 G_L1: 5.445 D_real: 0.142 D_fake: 0.107 +(epoch: 56, iters: 44420, time: 0.297, data: 0.022) G_GAN: 3.615 G_L1: 3.419 D_real: 0.169 D_fake: 0.070 +(epoch: 56, iters: 44520, time: 0.293, data: 0.019) G_GAN: 4.821 G_L1: 3.998 D_real: 0.398 D_fake: 0.043 +(epoch: 56, iters: 44620, time: 0.276, data: 0.017) G_GAN: 4.345 G_L1: 4.645 D_real: 0.048 D_fake: 0.043 +(epoch: 56, iters: 44720, time: 0.403, data: 0.017) G_GAN: 4.234 G_L1: 3.445 D_real: 0.050 D_fake: 0.028 +(epoch: 56, iters: 44820, time: 0.295, data: 0.016) G_GAN: 3.610 G_L1: 3.818 D_real: 0.004 D_fake: 0.124 +(epoch: 56, iters: 44920, time: 0.279, data: 0.018) G_GAN: 4.361 G_L1: 3.558 D_real: 0.011 D_fake: 0.150 +(epoch: 56, iters: 45020, time: 0.272, data: 0.015) G_GAN: 2.793 G_L1: 3.123 D_real: 0.394 D_fake: 0.143 +(epoch: 56, iters: 45120, time: 0.571, data: 0.015) G_GAN: 5.970 G_L1: 4.095 D_real: 0.159 D_fake: 0.004 +(epoch: 56, iters: 45220, time: 0.289, data: 0.018) G_GAN: 2.517 G_L1: 3.595 D_real: 0.304 D_fake: 0.183 +(epoch: 56, iters: 45320, time: 0.295, data: 0.016) G_GAN: 4.066 G_L1: 3.615 D_real: 0.192 D_fake: 0.021 +(epoch: 56, iters: 45420, time: 0.290, data: 0.018) G_GAN: 3.727 G_L1: 3.120 D_real: 0.001 D_fake: 0.077 +(epoch: 56, iters: 45520, time: 0.411, data: 0.018) G_GAN: 6.561 G_L1: 7.297 D_real: 0.039 D_fake: 0.011 +(epoch: 56, iters: 45620, time: 0.283, data: 0.017) G_GAN: 4.783 G_L1: 6.309 D_real: 0.000 D_fake: 0.074 +(epoch: 56, iters: 45720, time: 0.292, data: 0.017) G_GAN: 3.600 G_L1: 5.210 D_real: 0.001 D_fake: 0.248 +(epoch: 56, iters: 45820, time: 0.276, data: 0.018) G_GAN: 4.872 G_L1: 3.114 D_real: 0.473 D_fake: 0.008 +(epoch: 56, iters: 45920, time: 0.405, data: 0.016) G_GAN: 5.228 G_L1: 4.019 D_real: 0.005 D_fake: 0.019 +(epoch: 56, iters: 46020, time: 0.281, data: 0.018) G_GAN: 5.280 G_L1: 2.967 D_real: 0.009 D_fake: 0.044 +(epoch: 56, iters: 46120, time: 0.273, data: 0.020) G_GAN: 7.764 G_L1: 6.157 D_real: 0.090 D_fake: 0.026 +(epoch: 56, iters: 46220, time: 0.287, data: 0.018) G_GAN: 5.922 G_L1: 3.494 D_real: 0.009 D_fake: 0.010 +(epoch: 56, iters: 46320, time: 0.403, data: 0.017) G_GAN: 4.145 G_L1: 3.399 D_real: 0.030 D_fake: 0.047 +(epoch: 56, iters: 46420, time: 0.288, data: 0.017) G_GAN: 5.890 G_L1: 5.441 D_real: 0.013 D_fake: 0.040 +(epoch: 56, iters: 46520, time: 0.278, data: 0.016) G_GAN: 4.644 G_L1: 4.291 D_real: 0.017 D_fake: 0.046 +(epoch: 56, iters: 46620, time: 0.293, data: 0.018) G_GAN: 5.692 G_L1: 3.283 D_real: 0.012 D_fake: 0.017 +(epoch: 56, iters: 46720, time: 0.389, data: 0.016) G_GAN: 6.035 G_L1: 4.702 D_real: 0.105 D_fake: 0.008 +(epoch: 56, iters: 46820, time: 0.295, data: 0.016) G_GAN: 4.368 G_L1: 3.399 D_real: 0.011 D_fake: 0.107 +(epoch: 56, iters: 46920, time: 0.297, data: 0.018) G_GAN: 5.254 G_L1: 3.102 D_real: 0.258 D_fake: 0.024 +(epoch: 56, iters: 47020, time: 0.283, data: 0.018) G_GAN: 5.324 G_L1: 3.545 D_real: 0.002 D_fake: 0.033 +(epoch: 56, iters: 47120, time: 0.617, data: 0.025) G_GAN: 5.621 G_L1: 5.062 D_real: 0.088 D_fake: 0.074 +(epoch: 56, iters: 47220, time: 0.290, data: 0.017) G_GAN: 5.197 G_L1: 6.013 D_real: 0.022 D_fake: 0.021 +(epoch: 56, iters: 47320, time: 0.296, data: 0.017) G_GAN: 5.912 G_L1: 4.682 D_real: 0.015 D_fake: 0.019 +(epoch: 56, iters: 47420, time: 0.284, data: 0.021) G_GAN: 4.665 G_L1: 4.115 D_real: 0.142 D_fake: 0.049 +(epoch: 56, iters: 47520, time: 0.409, data: 0.016) G_GAN: 4.201 G_L1: 2.642 D_real: 0.001 D_fake: 0.085 +(epoch: 56, iters: 47620, time: 0.286, data: 0.018) G_GAN: 4.601 G_L1: 3.530 D_real: 0.672 D_fake: 0.054 +(epoch: 56, iters: 47720, time: 0.284, data: 0.017) G_GAN: 5.072 G_L1: 4.693 D_real: 0.051 D_fake: 0.064 +(epoch: 56, iters: 47820, time: 0.290, data: 0.018) G_GAN: 5.209 G_L1: 3.041 D_real: 0.002 D_fake: 0.074 +(epoch: 56, iters: 47920, time: 0.400, data: 0.018) G_GAN: 7.093 G_L1: 4.570 D_real: 0.019 D_fake: 0.012 +(epoch: 56, iters: 48020, time: 0.286, data: 0.017) G_GAN: 5.997 G_L1: 4.612 D_real: 0.003 D_fake: 0.023 +(epoch: 56, iters: 48120, time: 0.272, data: 0.018) G_GAN: 3.395 G_L1: 3.074 D_real: 0.253 D_fake: 0.130 +(epoch: 56, iters: 48220, time: 0.288, data: 0.018) G_GAN: 5.117 G_L1: 3.538 D_real: 0.033 D_fake: 0.053 +(epoch: 56, iters: 48320, time: 0.411, data: 0.019) G_GAN: 3.626 G_L1: 3.855 D_real: 0.340 D_fake: 0.035 +(epoch: 56, iters: 48420, time: 0.286, data: 0.018) G_GAN: 5.535 G_L1: 3.537 D_real: 0.010 D_fake: 0.080 +(epoch: 56, iters: 48520, time: 0.286, data: 0.017) G_GAN: 2.886 G_L1: 3.621 D_real: 0.010 D_fake: 0.540 +(epoch: 56, iters: 48620, time: 0.284, data: 0.016) G_GAN: 7.390 G_L1: 3.985 D_real: 0.040 D_fake: 0.007 +(epoch: 56, iters: 48720, time: 0.400, data: 0.017) G_GAN: 5.681 G_L1: 3.854 D_real: 0.008 D_fake: 0.014 +(epoch: 56, iters: 48820, time: 0.288, data: 0.017) G_GAN: 3.219 G_L1: 2.657 D_real: 0.258 D_fake: 0.165 +(epoch: 56, iters: 48920, time: 0.285, data: 0.018) G_GAN: 4.492 G_L1: 5.032 D_real: 0.470 D_fake: 0.088 +(epoch: 56, iters: 49020, time: 0.281, data: 0.021) G_GAN: 4.834 G_L1: 3.848 D_real: 0.026 D_fake: 0.094 +(epoch: 56, iters: 49120, time: 0.582, data: 0.017) G_GAN: 3.250 G_L1: 3.657 D_real: 0.150 D_fake: 0.074 +(epoch: 56, iters: 49220, time: 0.294, data: 0.019) G_GAN: 8.224 G_L1: 9.073 D_real: 0.224 D_fake: 0.003 +(epoch: 56, iters: 49320, time: 0.286, data: 0.018) G_GAN: 7.165 G_L1: 5.911 D_real: 0.303 D_fake: 0.003 +(epoch: 56, iters: 49420, time: 0.297, data: 0.017) G_GAN: 5.419 G_L1: 4.684 D_real: 0.047 D_fake: 0.155 +(epoch: 56, iters: 49520, time: 0.378, data: 0.019) G_GAN: 4.808 G_L1: 4.155 D_real: 0.071 D_fake: 0.488 +(epoch: 56, iters: 49620, time: 0.291, data: 0.017) G_GAN: 4.532 G_L1: 3.429 D_real: 0.480 D_fake: 0.007 +(epoch: 56, iters: 49720, time: 0.292, data: 0.021) G_GAN: 3.624 G_L1: 3.858 D_real: 0.026 D_fake: 0.115 +(epoch: 56, iters: 49820, time: 0.295, data: 0.017) G_GAN: 8.025 G_L1: 4.183 D_real: 0.076 D_fake: 0.003 +(epoch: 56, iters: 49920, time: 0.408, data: 0.018) G_GAN: 4.845 G_L1: 6.640 D_real: 0.009 D_fake: 0.030 +(epoch: 56, iters: 50020, time: 0.289, data: 0.017) G_GAN: 6.462 G_L1: 3.997 D_real: 0.006 D_fake: 0.017 +(epoch: 56, iters: 50120, time: 0.305, data: 0.018) G_GAN: 5.686 G_L1: 5.560 D_real: 0.358 D_fake: 0.010 +(epoch: 56, iters: 50220, time: 0.291, data: 0.018) G_GAN: 4.789 G_L1: 4.923 D_real: 0.003 D_fake: 0.040 +(epoch: 56, iters: 50320, time: 0.386, data: 0.018) G_GAN: 5.490 G_L1: 3.569 D_real: 0.024 D_fake: 0.043 +(epoch: 56, iters: 50420, time: 0.290, data: 0.018) G_GAN: 4.446 G_L1: 4.913 D_real: 0.014 D_fake: 0.037 +(epoch: 56, iters: 50520, time: 0.285, data: 0.017) G_GAN: 5.936 G_L1: 5.791 D_real: 0.084 D_fake: 0.009 +(epoch: 56, iters: 50620, time: 0.292, data: 0.018) G_GAN: 4.416 G_L1: 1.920 D_real: 0.067 D_fake: 0.045 +(epoch: 56, iters: 50720, time: 0.405, data: 0.019) G_GAN: 5.072 G_L1: 4.371 D_real: 0.004 D_fake: 0.024 +(epoch: 56, iters: 50820, time: 0.299, data: 0.018) G_GAN: 4.087 G_L1: 3.323 D_real: 0.138 D_fake: 0.155 +(epoch: 56, iters: 50920, time: 0.288, data: 0.017) G_GAN: 5.701 G_L1: 9.778 D_real: 0.016 D_fake: 0.119 +(epoch: 56, iters: 51020, time: 0.282, data: 0.017) G_GAN: 4.751 G_L1: 5.776 D_real: 0.601 D_fake: 0.110 +(epoch: 56, iters: 51120, time: 0.564, data: 0.017) G_GAN: 7.456 G_L1: 6.164 D_real: 0.067 D_fake: 0.031 +(epoch: 56, iters: 51220, time: 0.281, data: 0.016) G_GAN: 4.814 G_L1: 3.484 D_real: 0.588 D_fake: 0.010 +(epoch: 56, iters: 51320, time: 0.292, data: 0.017) G_GAN: 5.459 G_L1: 3.682 D_real: 0.013 D_fake: 0.055 +(epoch: 56, iters: 51420, time: 0.292, data: 0.020) G_GAN: 5.325 G_L1: 3.229 D_real: 0.151 D_fake: 0.029 +(epoch: 56, iters: 51520, time: 0.408, data: 0.017) G_GAN: 3.595 G_L1: 4.538 D_real: 0.216 D_fake: 0.218 +(epoch: 56, iters: 51620, time: 0.292, data: 0.018) G_GAN: 3.650 G_L1: 3.717 D_real: 0.143 D_fake: 0.144 +(epoch: 56, iters: 51720, time: 0.300, data: 0.019) G_GAN: 7.385 G_L1: 6.736 D_real: 0.002 D_fake: 0.148 +(epoch: 56, iters: 51820, time: 0.286, data: 0.017) G_GAN: 5.466 G_L1: 4.403 D_real: 0.242 D_fake: 0.035 +(epoch: 56, iters: 51920, time: 0.396, data: 0.016) G_GAN: 6.233 G_L1: 7.684 D_real: 0.001 D_fake: 0.028 +(epoch: 56, iters: 52020, time: 0.290, data: 0.017) G_GAN: 4.480 G_L1: 4.308 D_real: 0.097 D_fake: 0.228 +(epoch: 56, iters: 52120, time: 0.282, data: 0.018) G_GAN: 4.268 G_L1: 4.639 D_real: 0.000 D_fake: 0.165 +(epoch: 56, iters: 52220, time: 0.295, data: 0.017) G_GAN: 4.060 G_L1: 3.287 D_real: 0.010 D_fake: 0.170 +(epoch: 56, iters: 52320, time: 0.417, data: 0.018) G_GAN: 5.413 G_L1: 5.694 D_real: 0.045 D_fake: 0.032 +(epoch: 56, iters: 52420, time: 0.292, data: 0.017) G_GAN: 3.874 G_L1: 3.357 D_real: 0.024 D_fake: 0.211 +(epoch: 56, iters: 52520, time: 0.291, data: 0.021) G_GAN: 4.372 G_L1: 4.443 D_real: 0.068 D_fake: 0.254 +(epoch: 56, iters: 52620, time: 0.298, data: 0.017) G_GAN: 7.134 G_L1: 4.809 D_real: 0.000 D_fake: 0.013 +(epoch: 56, iters: 52720, time: 0.378, data: 0.018) G_GAN: 4.482 G_L1: 3.386 D_real: 0.102 D_fake: 0.070 +(epoch: 56, iters: 52820, time: 0.295, data: 0.018) G_GAN: 5.484 G_L1: 5.583 D_real: 0.016 D_fake: 0.031 +(epoch: 56, iters: 52920, time: 0.285, data: 0.018) G_GAN: 6.060 G_L1: 5.617 D_real: 0.025 D_fake: 0.022 +(epoch: 56, iters: 53020, time: 0.273, data: 0.017) G_GAN: 3.753 G_L1: 3.007 D_real: 0.359 D_fake: 0.063 +(epoch: 56, iters: 53120, time: 0.567, data: 0.016) G_GAN: 5.613 G_L1: 3.612 D_real: 0.056 D_fake: 0.014 +(epoch: 56, iters: 53220, time: 0.281, data: 0.016) G_GAN: 4.659 G_L1: 4.118 D_real: 0.008 D_fake: 0.038 +(epoch: 56, iters: 53320, time: 0.284, data: 0.017) G_GAN: 5.361 G_L1: 5.455 D_real: 0.004 D_fake: 0.020 +(epoch: 56, iters: 53420, time: 0.292, data: 0.015) G_GAN: 4.646 G_L1: 2.965 D_real: 0.006 D_fake: 0.028 +(epoch: 56, iters: 53520, time: 0.397, data: 0.017) G_GAN: 4.345 G_L1: 3.771 D_real: 0.016 D_fake: 0.226 +(epoch: 56, iters: 53620, time: 0.289, data: 0.018) G_GAN: 6.361 G_L1: 4.874 D_real: 0.084 D_fake: 0.021 +(epoch: 56, iters: 53720, time: 0.263, data: 0.018) G_GAN: 5.267 G_L1: 4.574 D_real: 0.015 D_fake: 0.042 +(epoch: 56, iters: 53820, time: 0.298, data: 0.016) G_GAN: 5.237 G_L1: 5.272 D_real: 0.004 D_fake: 0.059 +(epoch: 56, iters: 53920, time: 0.393, data: 0.018) G_GAN: 5.001 G_L1: 5.740 D_real: 0.000 D_fake: 0.079 +(epoch: 56, iters: 54020, time: 0.286, data: 0.015) G_GAN: 4.148 G_L1: 3.011 D_real: 0.076 D_fake: 0.047 +(epoch: 56, iters: 54120, time: 0.287, data: 0.018) G_GAN: 3.689 G_L1: 3.187 D_real: 0.395 D_fake: 0.054 +(epoch: 56, iters: 54220, time: 0.281, data: 0.018) G_GAN: 5.000 G_L1: 5.018 D_real: 0.255 D_fake: 0.039 +(epoch: 56, iters: 54320, time: 0.410, data: 0.018) G_GAN: 4.738 G_L1: 1.980 D_real: 0.006 D_fake: 0.554 +(epoch: 56, iters: 54420, time: 0.291, data: 0.020) G_GAN: 6.521 G_L1: 3.723 D_real: 0.039 D_fake: 0.007 +(epoch: 56, iters: 54520, time: 0.291, data: 0.019) G_GAN: 6.063 G_L1: 3.660 D_real: 0.130 D_fake: 0.008 +(epoch: 56, iters: 54620, time: 0.283, data: 0.017) G_GAN: 4.700 G_L1: 3.769 D_real: 0.003 D_fake: 0.045 +(epoch: 56, iters: 54720, time: 0.403, data: 0.018) G_GAN: 6.266 G_L1: 4.839 D_real: 0.005 D_fake: 0.198 +(epoch: 56, iters: 54820, time: 0.292, data: 0.016) G_GAN: 7.775 G_L1: 4.283 D_real: 0.134 D_fake: 0.003 +(epoch: 56, iters: 54920, time: 0.288, data: 0.017) G_GAN: 6.914 G_L1: 4.658 D_real: 0.094 D_fake: 0.153 +(epoch: 56, iters: 55020, time: 0.290, data: 0.017) G_GAN: 5.289 G_L1: 6.341 D_real: 0.035 D_fake: 0.031 +(epoch: 56, iters: 55120, time: 0.567, data: 0.018) G_GAN: 6.494 G_L1: 4.688 D_real: 0.000 D_fake: 0.005 +(epoch: 56, iters: 55220, time: 0.281, data: 0.019) G_GAN: 4.668 G_L1: 3.889 D_real: 0.129 D_fake: 0.054 +(epoch: 56, iters: 55320, time: 0.289, data: 0.018) G_GAN: 4.556 G_L1: 3.243 D_real: 0.002 D_fake: 0.109 +(epoch: 56, iters: 55420, time: 0.291, data: 0.017) G_GAN: 4.130 G_L1: 3.228 D_real: 0.112 D_fake: 0.027 +(epoch: 56, iters: 55520, time: 0.397, data: 0.017) G_GAN: 5.542 G_L1: 3.699 D_real: 0.053 D_fake: 0.022 +(epoch: 56, iters: 55620, time: 0.273, data: 0.016) G_GAN: 5.188 G_L1: 2.364 D_real: 0.074 D_fake: 0.043 +(epoch: 56, iters: 55720, time: 0.281, data: 0.015) G_GAN: 5.340 G_L1: 3.891 D_real: 0.088 D_fake: 0.045 +(epoch: 56, iters: 55820, time: 0.296, data: 0.016) G_GAN: 4.477 G_L1: 2.588 D_real: 0.048 D_fake: 0.119 +(epoch: 56, iters: 55920, time: 0.404, data: 0.017) G_GAN: 4.642 G_L1: 4.052 D_real: 0.003 D_fake: 0.349 +(epoch: 56, iters: 56020, time: 0.288, data: 0.017) G_GAN: 5.417 G_L1: 2.135 D_real: 0.040 D_fake: 0.014 +(epoch: 56, iters: 56120, time: 0.284, data: 0.019) G_GAN: 4.537 G_L1: 4.055 D_real: 0.021 D_fake: 0.037 +(epoch: 56, iters: 56220, time: 0.279, data: 0.018) G_GAN: 5.074 G_L1: 3.877 D_real: 0.005 D_fake: 0.020 +(epoch: 56, iters: 56320, time: 0.406, data: 0.019) G_GAN: 4.596 G_L1: 4.890 D_real: 0.028 D_fake: 0.121 +(epoch: 56, iters: 56420, time: 0.283, data: 0.019) G_GAN: 5.997 G_L1: 3.964 D_real: 0.013 D_fake: 0.035 +(epoch: 56, iters: 56520, time: 0.290, data: 0.018) G_GAN: 5.065 G_L1: 4.437 D_real: 0.001 D_fake: 0.165 +(epoch: 56, iters: 56620, time: 0.286, data: 0.018) G_GAN: 4.228 G_L1: 3.292 D_real: 0.069 D_fake: 0.408 +(epoch: 56, iters: 56720, time: 0.401, data: 0.017) G_GAN: 5.432 G_L1: 2.780 D_real: 0.068 D_fake: 0.115 +(epoch: 56, iters: 56820, time: 0.291, data: 0.016) G_GAN: 4.659 G_L1: 3.024 D_real: 0.014 D_fake: 0.036 +(epoch: 56, iters: 56920, time: 0.283, data: 0.018) G_GAN: 5.896 G_L1: 6.768 D_real: 0.043 D_fake: 0.007 +(epoch: 56, iters: 57020, time: 0.290, data: 0.018) G_GAN: 6.081 G_L1: 6.553 D_real: 0.014 D_fake: 0.029 +(epoch: 56, iters: 57120, time: 0.585, data: 0.017) G_GAN: 5.166 G_L1: 4.608 D_real: 0.011 D_fake: 0.030 +(epoch: 56, iters: 57220, time: 0.279, data: 0.017) G_GAN: 5.908 G_L1: 4.362 D_real: 0.007 D_fake: 0.014 +(epoch: 56, iters: 57320, time: 0.285, data: 0.016) G_GAN: 5.524 G_L1: 3.493 D_real: 0.001 D_fake: 0.014 +(epoch: 56, iters: 57420, time: 0.287, data: 0.016) G_GAN: 5.212 G_L1: 3.095 D_real: 0.019 D_fake: 0.068 +(epoch: 56, iters: 57520, time: 0.401, data: 0.020) G_GAN: 6.066 G_L1: 3.915 D_real: 0.048 D_fake: 0.039 +(epoch: 56, iters: 57620, time: 0.294, data: 0.027) G_GAN: 5.225 G_L1: 7.111 D_real: 0.065 D_fake: 0.096 +(epoch: 56, iters: 57720, time: 0.283, data: 0.017) G_GAN: 3.702 G_L1: 2.317 D_real: 0.037 D_fake: 0.290 +(epoch: 56, iters: 57820, time: 0.296, data: 0.018) G_GAN: 2.915 G_L1: 3.757 D_real: 0.225 D_fake: 0.083 +(epoch: 56, iters: 57920, time: 0.373, data: 0.020) G_GAN: 5.462 G_L1: 3.401 D_real: 0.262 D_fake: 0.016 +(epoch: 56, iters: 58020, time: 0.289, data: 0.017) G_GAN: 2.820 G_L1: 3.129 D_real: 0.383 D_fake: 0.034 +(epoch: 56, iters: 58120, time: 0.281, data: 0.021) G_GAN: 4.012 G_L1: 3.943 D_real: 0.265 D_fake: 0.043 +(epoch: 56, iters: 58220, time: 0.295, data: 0.020) G_GAN: 6.269 G_L1: 3.809 D_real: 0.046 D_fake: 0.039 +(epoch: 56, iters: 58320, time: 0.408, data: 0.017) G_GAN: 4.892 G_L1: 3.471 D_real: 0.018 D_fake: 0.023 +(epoch: 56, iters: 58420, time: 0.288, data: 0.018) G_GAN: 4.134 G_L1: 5.028 D_real: 0.004 D_fake: 0.055 +(epoch: 56, iters: 58520, time: 0.282, data: 0.018) G_GAN: 5.246 G_L1: 5.191 D_real: 0.000 D_fake: 0.031 +(epoch: 56, iters: 58620, time: 0.285, data: 0.016) G_GAN: 6.363 G_L1: 5.412 D_real: 0.008 D_fake: 0.075 +(epoch: 56, iters: 58720, time: 0.392, data: 0.017) G_GAN: 5.397 G_L1: 2.659 D_real: 0.007 D_fake: 0.035 +(epoch: 56, iters: 58820, time: 0.287, data: 0.018) G_GAN: 3.607 G_L1: 2.859 D_real: 0.321 D_fake: 0.150 +(epoch: 56, iters: 58920, time: 0.296, data: 0.017) G_GAN: 4.246 G_L1: 2.794 D_real: 0.523 D_fake: 0.014 +(epoch: 56, iters: 59020, time: 0.273, data: 0.020) G_GAN: 4.329 G_L1: 6.050 D_real: 0.804 D_fake: 0.129 +(epoch: 56, iters: 59120, time: 0.601, data: 0.016) G_GAN: 4.216 G_L1: 5.979 D_real: 0.010 D_fake: 0.272 +(epoch: 56, iters: 59220, time: 0.293, data: 0.018) G_GAN: 5.706 G_L1: 5.736 D_real: 0.018 D_fake: 0.027 +(epoch: 56, iters: 59320, time: 0.291, data: 0.017) G_GAN: 7.169 G_L1: 5.086 D_real: 0.059 D_fake: 0.036 +(epoch: 56, iters: 59420, time: 0.295, data: 0.018) G_GAN: 6.763 G_L1: 8.569 D_real: 0.001 D_fake: 0.008 +(epoch: 56, iters: 59520, time: 0.419, data: 0.016) G_GAN: 5.895 G_L1: 5.375 D_real: 0.029 D_fake: 0.009 +(epoch: 56, iters: 59620, time: 0.298, data: 0.022) G_GAN: 5.451 G_L1: 3.363 D_real: 0.002 D_fake: 0.024 +(epoch: 56, iters: 59720, time: 0.298, data: 0.019) G_GAN: 6.562 G_L1: 4.185 D_real: 0.001 D_fake: 0.013 +(epoch: 56, iters: 59820, time: 0.301, data: 0.019) G_GAN: 7.575 G_L1: 5.205 D_real: 0.013 D_fake: 0.003 +(epoch: 56, iters: 59920, time: 0.387, data: 0.025) G_GAN: 5.530 G_L1: 4.340 D_real: 0.000 D_fake: 0.061 +(epoch: 57, iters: 4, time: 0.232, data: 0.021) G_GAN: 6.381 G_L1: 4.594 D_real: 0.009 D_fake: 0.008 +(epoch: 57, iters: 104, time: 0.291, data: 0.018) G_GAN: 4.959 G_L1: 4.817 D_real: 0.035 D_fake: 0.105 +(epoch: 57, iters: 204, time: 0.308, data: 0.018) G_GAN: 7.772 G_L1: 5.243 D_real: 0.090 D_fake: 0.095 +(epoch: 57, iters: 304, time: 0.591, data: 0.019) G_GAN: 6.074 G_L1: 4.087 D_real: 0.031 D_fake: 0.015 +(epoch: 57, iters: 404, time: 0.289, data: 0.022) G_GAN: 6.049 G_L1: 3.690 D_real: 0.182 D_fake: 0.169 +(epoch: 57, iters: 504, time: 0.287, data: 0.017) G_GAN: 4.397 G_L1: 3.460 D_real: 0.022 D_fake: 0.157 +(epoch: 57, iters: 604, time: 0.300, data: 0.018) G_GAN: 6.035 G_L1: 3.816 D_real: 0.150 D_fake: 0.015 +(epoch: 57, iters: 704, time: 0.378, data: 0.019) G_GAN: 4.235 G_L1: 4.360 D_real: 0.071 D_fake: 0.021 +(epoch: 57, iters: 804, time: 0.304, data: 0.018) G_GAN: 7.654 G_L1: 5.455 D_real: 0.028 D_fake: 0.071 +(epoch: 57, iters: 904, time: 0.287, data: 0.021) G_GAN: 4.427 G_L1: 4.579 D_real: 0.026 D_fake: 0.184 +(epoch: 57, iters: 1004, time: 0.287, data: 0.019) G_GAN: 5.186 G_L1: 3.546 D_real: 0.117 D_fake: 0.026 +(epoch: 57, iters: 1104, time: 0.615, data: 0.017) G_GAN: 5.220 G_L1: 5.034 D_real: 0.193 D_fake: 0.010 +(epoch: 57, iters: 1204, time: 0.298, data: 0.020) G_GAN: 4.755 G_L1: 2.869 D_real: 0.003 D_fake: 0.260 +(epoch: 57, iters: 1304, time: 0.299, data: 0.019) G_GAN: 4.461 G_L1: 3.716 D_real: 0.003 D_fake: 0.177 +(epoch: 57, iters: 1404, time: 0.302, data: 0.021) G_GAN: 7.296 G_L1: 6.407 D_real: 0.000 D_fake: 0.007 +(epoch: 57, iters: 1504, time: 0.413, data: 0.020) G_GAN: 7.705 G_L1: 4.244 D_real: 0.013 D_fake: 0.027 +(epoch: 57, iters: 1604, time: 0.302, data: 0.018) G_GAN: 8.026 G_L1: 4.149 D_real: 0.026 D_fake: 0.014 +(epoch: 57, iters: 1704, time: 0.295, data: 0.022) G_GAN: 8.457 G_L1: 4.054 D_real: 0.001 D_fake: 0.010 +(epoch: 57, iters: 1804, time: 0.295, data: 0.019) G_GAN: 4.574 G_L1: 3.747 D_real: 0.141 D_fake: 0.159 +(epoch: 57, iters: 1904, time: 0.413, data: 0.019) G_GAN: 4.754 G_L1: 5.285 D_real: 0.037 D_fake: 0.086 +(epoch: 57, iters: 2004, time: 0.305, data: 0.020) G_GAN: 5.696 G_L1: 6.600 D_real: 0.079 D_fake: 0.014 +(epoch: 57, iters: 2104, time: 0.305, data: 0.019) G_GAN: 5.337 G_L1: 4.489 D_real: 0.012 D_fake: 0.044 +(epoch: 57, iters: 2204, time: 0.298, data: 0.021) G_GAN: 5.225 G_L1: 3.967 D_real: 0.010 D_fake: 0.108 +(epoch: 57, iters: 2304, time: 0.422, data: 0.021) G_GAN: 6.267 G_L1: 4.041 D_real: 0.016 D_fake: 0.047 +(epoch: 57, iters: 2404, time: 0.299, data: 0.019) G_GAN: 6.086 G_L1: 4.690 D_real: 0.066 D_fake: 0.018 +(epoch: 57, iters: 2504, time: 0.302, data: 0.019) G_GAN: 5.756 G_L1: 3.921 D_real: 0.029 D_fake: 0.011 +(epoch: 57, iters: 2604, time: 0.298, data: 0.020) G_GAN: 5.337 G_L1: 5.130 D_real: 0.024 D_fake: 0.048 +(epoch: 57, iters: 2704, time: 0.406, data: 0.020) G_GAN: 3.691 G_L1: 3.574 D_real: 0.004 D_fake: 0.161 +(epoch: 57, iters: 2804, time: 0.293, data: 0.019) G_GAN: 4.030 G_L1: 2.467 D_real: 0.069 D_fake: 0.096 +(epoch: 57, iters: 2904, time: 0.297, data: 0.019) G_GAN: 4.406 G_L1: 3.062 D_real: 0.010 D_fake: 0.267 +(epoch: 57, iters: 3004, time: 0.297, data: 0.019) G_GAN: 5.422 G_L1: 2.983 D_real: 0.060 D_fake: 0.074 +(epoch: 57, iters: 3104, time: 0.584, data: 0.023) G_GAN: 5.122 G_L1: 3.315 D_real: 0.016 D_fake: 0.029 +(epoch: 57, iters: 3204, time: 0.300, data: 0.019) G_GAN: 3.117 G_L1: 3.867 D_real: 0.228 D_fake: 0.156 +(epoch: 57, iters: 3304, time: 0.300, data: 0.020) G_GAN: 5.134 G_L1: 3.073 D_real: 0.005 D_fake: 0.047 +(epoch: 57, iters: 3404, time: 0.288, data: 0.020) G_GAN: 4.939 G_L1: 3.917 D_real: 0.004 D_fake: 0.112 +(epoch: 57, iters: 3504, time: 0.413, data: 0.018) G_GAN: 4.932 G_L1: 5.570 D_real: 0.906 D_fake: 0.015 +(epoch: 57, iters: 3604, time: 0.302, data: 0.018) G_GAN: 7.071 G_L1: 6.300 D_real: 0.147 D_fake: 0.041 +(epoch: 57, iters: 3704, time: 0.292, data: 0.020) G_GAN: 5.978 G_L1: 3.102 D_real: 0.063 D_fake: 0.011 +(epoch: 57, iters: 3804, time: 0.304, data: 0.018) G_GAN: 4.787 G_L1: 5.093 D_real: 0.017 D_fake: 0.082 +(epoch: 57, iters: 3904, time: 0.380, data: 0.020) G_GAN: 4.148 G_L1: 6.270 D_real: 0.085 D_fake: 0.081 +(epoch: 57, iters: 4004, time: 0.297, data: 0.020) G_GAN: 7.757 G_L1: 4.850 D_real: 0.029 D_fake: 0.243 +(epoch: 57, iters: 4104, time: 0.296, data: 0.018) G_GAN: 6.121 G_L1: 4.299 D_real: 0.037 D_fake: 0.007 +(epoch: 57, iters: 4204, time: 0.301, data: 0.020) G_GAN: 5.979 G_L1: 3.762 D_real: 0.185 D_fake: 0.003 +(epoch: 57, iters: 4304, time: 0.416, data: 0.024) G_GAN: 4.338 G_L1: 3.819 D_real: 0.247 D_fake: 0.033 +(epoch: 57, iters: 4404, time: 0.299, data: 0.020) G_GAN: 3.836 G_L1: 3.342 D_real: 0.101 D_fake: 0.118 +(epoch: 57, iters: 4504, time: 0.298, data: 0.020) G_GAN: 4.892 G_L1: 3.109 D_real: 0.019 D_fake: 0.024 +(epoch: 57, iters: 4604, time: 0.296, data: 0.019) G_GAN: 5.382 G_L1: 4.076 D_real: 0.001 D_fake: 0.017 +(epoch: 57, iters: 4704, time: 0.411, data: 0.020) G_GAN: 5.063 G_L1: 4.113 D_real: 0.016 D_fake: 0.313 +(epoch: 57, iters: 4804, time: 0.295, data: 0.018) G_GAN: 4.370 G_L1: 4.921 D_real: 0.000 D_fake: 0.152 +(epoch: 57, iters: 4904, time: 0.306, data: 0.019) G_GAN: 5.641 G_L1: 4.563 D_real: 0.050 D_fake: 0.044 +(epoch: 57, iters: 5004, time: 0.303, data: 0.023) G_GAN: 5.603 G_L1: 4.061 D_real: 0.039 D_fake: 0.199 +(epoch: 57, iters: 5104, time: 0.610, data: 0.021) G_GAN: 6.094 G_L1: 5.202 D_real: 0.003 D_fake: 0.056 +(epoch: 57, iters: 5204, time: 0.294, data: 0.019) G_GAN: 7.169 G_L1: 4.756 D_real: 0.081 D_fake: 0.003 +(epoch: 57, iters: 5304, time: 0.304, data: 0.019) G_GAN: 4.223 G_L1: 8.184 D_real: 0.278 D_fake: 0.040 +(epoch: 57, iters: 5404, time: 0.299, data: 0.019) G_GAN: 6.214 G_L1: 6.285 D_real: 0.061 D_fake: 0.010 +(epoch: 57, iters: 5504, time: 0.385, data: 0.020) G_GAN: 4.794 G_L1: 3.740 D_real: 0.012 D_fake: 0.493 +(epoch: 57, iters: 5604, time: 0.300, data: 0.018) G_GAN: 4.609 G_L1: 3.885 D_real: 0.348 D_fake: 0.014 +(epoch: 57, iters: 5704, time: 0.300, data: 0.019) G_GAN: 4.894 G_L1: 8.131 D_real: 0.000 D_fake: 0.110 +(epoch: 57, iters: 5804, time: 0.299, data: 0.021) G_GAN: 4.116 G_L1: 3.610 D_real: 0.184 D_fake: 0.140 +(epoch: 57, iters: 5904, time: 0.413, data: 0.025) G_GAN: 4.827 G_L1: 8.633 D_real: 0.008 D_fake: 0.104 +(epoch: 57, iters: 6004, time: 0.304, data: 0.019) G_GAN: 5.894 G_L1: 2.996 D_real: 0.030 D_fake: 0.109 +(epoch: 57, iters: 6104, time: 0.300, data: 0.020) G_GAN: 4.852 G_L1: 3.399 D_real: 0.027 D_fake: 0.019 +(epoch: 57, iters: 6204, time: 0.298, data: 0.019) G_GAN: 4.209 G_L1: 3.720 D_real: 0.179 D_fake: 0.086 +(epoch: 57, iters: 6304, time: 0.408, data: 0.019) G_GAN: 5.669 G_L1: 3.521 D_real: 0.013 D_fake: 0.031 +(epoch: 57, iters: 6404, time: 0.305, data: 0.018) G_GAN: 4.370 G_L1: 4.528 D_real: 0.039 D_fake: 0.078 +(epoch: 57, iters: 6504, time: 0.294, data: 0.020) G_GAN: 4.476 G_L1: 5.086 D_real: 0.292 D_fake: 0.149 +(epoch: 57, iters: 6604, time: 0.303, data: 0.020) G_GAN: 3.653 G_L1: 2.677 D_real: 0.116 D_fake: 0.182 +(epoch: 57, iters: 6704, time: 0.419, data: 0.020) G_GAN: 5.736 G_L1: 4.762 D_real: 0.001 D_fake: 0.019 +(epoch: 57, iters: 6804, time: 0.305, data: 0.019) G_GAN: 6.133 G_L1: 6.417 D_real: 0.052 D_fake: 0.019 +(epoch: 57, iters: 6904, time: 0.270, data: 0.018) G_GAN: 5.654 G_L1: 5.092 D_real: 0.137 D_fake: 0.028 +(epoch: 57, iters: 7004, time: 0.303, data: 0.018) G_GAN: 6.271 G_L1: 3.287 D_real: 0.018 D_fake: 0.024 +(epoch: 57, iters: 7104, time: 0.596, data: 0.018) G_GAN: 6.724 G_L1: 4.023 D_real: 0.015 D_fake: 0.010 +(epoch: 57, iters: 7204, time: 0.295, data: 0.018) G_GAN: 4.587 G_L1: 4.823 D_real: 0.034 D_fake: 0.075 +(epoch: 57, iters: 7304, time: 0.294, data: 0.019) G_GAN: 5.499 G_L1: 3.415 D_real: 0.223 D_fake: 0.009 +(epoch: 57, iters: 7404, time: 0.289, data: 0.016) G_GAN: 6.633 G_L1: 5.571 D_real: 0.008 D_fake: 0.005 +(epoch: 57, iters: 7504, time: 0.418, data: 0.016) G_GAN: 5.174 G_L1: 3.910 D_real: 0.182 D_fake: 0.077 +(epoch: 57, iters: 7604, time: 0.296, data: 0.019) G_GAN: 5.592 G_L1: 3.900 D_real: 0.103 D_fake: 0.024 +(epoch: 57, iters: 7704, time: 0.300, data: 0.019) G_GAN: 5.500 G_L1: 4.445 D_real: 0.005 D_fake: 0.053 +(epoch: 57, iters: 7804, time: 0.298, data: 0.019) G_GAN: 4.913 G_L1: 3.138 D_real: 0.061 D_fake: 0.033 +(epoch: 57, iters: 7904, time: 0.418, data: 0.018) G_GAN: 3.287 G_L1: 3.511 D_real: 0.119 D_fake: 0.088 +(epoch: 57, iters: 8004, time: 0.294, data: 0.018) G_GAN: 3.051 G_L1: 4.067 D_real: 0.176 D_fake: 0.146 +(epoch: 57, iters: 8104, time: 0.309, data: 0.018) G_GAN: 5.024 G_L1: 3.589 D_real: 0.013 D_fake: 0.023 +(epoch: 57, iters: 8204, time: 0.304, data: 0.020) G_GAN: 3.464 G_L1: 3.126 D_real: 0.071 D_fake: 0.191 +(epoch: 57, iters: 8304, time: 0.388, data: 0.018) G_GAN: 3.347 G_L1: 2.129 D_real: 0.035 D_fake: 0.114 +(epoch: 57, iters: 8404, time: 0.304, data: 0.018) G_GAN: 3.479 G_L1: 3.095 D_real: 0.060 D_fake: 0.238 +(epoch: 57, iters: 8504, time: 0.302, data: 0.021) G_GAN: 6.367 G_L1: 4.052 D_real: 0.030 D_fake: 0.037 +(epoch: 57, iters: 8604, time: 0.300, data: 0.019) G_GAN: 4.190 G_L1: 3.867 D_real: 0.004 D_fake: 0.205 +(epoch: 57, iters: 8704, time: 0.387, data: 0.020) G_GAN: 4.667 G_L1: 3.318 D_real: 0.013 D_fake: 0.028 +(epoch: 57, iters: 8804, time: 0.305, data: 0.018) G_GAN: 5.451 G_L1: 3.364 D_real: 0.174 D_fake: 0.014 +(epoch: 57, iters: 8904, time: 0.301, data: 0.019) G_GAN: 6.188 G_L1: 4.766 D_real: 0.008 D_fake: 0.013 +(epoch: 57, iters: 9004, time: 0.303, data: 0.018) G_GAN: 5.069 G_L1: 6.175 D_real: 0.022 D_fake: 0.159 +(epoch: 57, iters: 9104, time: 0.573, data: 0.022) G_GAN: 6.122 G_L1: 3.486 D_real: 0.003 D_fake: 0.004 +(epoch: 57, iters: 9204, time: 0.294, data: 0.019) G_GAN: 6.077 G_L1: 6.838 D_real: 0.221 D_fake: 0.009 +(epoch: 57, iters: 9304, time: 0.284, data: 0.018) G_GAN: 2.966 G_L1: 3.174 D_real: 1.260 D_fake: 0.038 +(epoch: 57, iters: 9404, time: 0.302, data: 0.015) G_GAN: 3.938 G_L1: 3.065 D_real: 0.011 D_fake: 0.059 +(epoch: 57, iters: 9504, time: 0.412, data: 0.019) G_GAN: 4.462 G_L1: 3.358 D_real: 0.001 D_fake: 0.413 +(epoch: 57, iters: 9604, time: 0.288, data: 0.018) G_GAN: 5.465 G_L1: 7.596 D_real: 0.049 D_fake: 0.114 +(epoch: 57, iters: 9704, time: 0.305, data: 0.019) G_GAN: 6.830 G_L1: 2.793 D_real: 0.039 D_fake: 0.127 +(epoch: 57, iters: 9804, time: 0.303, data: 0.019) G_GAN: 5.019 G_L1: 4.441 D_real: 0.022 D_fake: 0.030 +(epoch: 57, iters: 9904, time: 0.411, data: 0.019) G_GAN: 3.853 G_L1: 3.770 D_real: 0.320 D_fake: 0.041 +(epoch: 57, iters: 10004, time: 0.304, data: 0.018) G_GAN: 5.308 G_L1: 4.071 D_real: 0.108 D_fake: 0.422 +(epoch: 57, iters: 10104, time: 0.297, data: 0.020) G_GAN: 3.213 G_L1: 1.868 D_real: 0.302 D_fake: 0.152 +(epoch: 57, iters: 10204, time: 0.301, data: 0.018) G_GAN: 4.166 G_L1: 5.727 D_real: 0.025 D_fake: 0.340 +(epoch: 57, iters: 10304, time: 0.414, data: 0.018) G_GAN: 4.978 G_L1: 5.211 D_real: 0.035 D_fake: 0.239 +(epoch: 57, iters: 10404, time: 0.289, data: 0.017) G_GAN: 5.436 G_L1: 2.843 D_real: 0.011 D_fake: 0.034 +(epoch: 57, iters: 10504, time: 0.290, data: 0.017) G_GAN: 2.864 G_L1: 3.966 D_real: 0.015 D_fake: 0.313 +(epoch: 57, iters: 10604, time: 0.297, data: 0.019) G_GAN: 5.286 G_L1: 4.534 D_real: 0.166 D_fake: 0.021 +(epoch: 57, iters: 10704, time: 0.418, data: 0.017) G_GAN: 4.184 G_L1: 2.977 D_real: 0.005 D_fake: 0.059 +(epoch: 57, iters: 10804, time: 0.290, data: 0.019) G_GAN: 5.419 G_L1: 5.412 D_real: 0.002 D_fake: 0.127 +(epoch: 57, iters: 10904, time: 0.301, data: 0.018) G_GAN: 6.865 G_L1: 2.664 D_real: 0.008 D_fake: 0.004 +(epoch: 57, iters: 11004, time: 0.307, data: 0.023) G_GAN: 5.610 G_L1: 4.339 D_real: 0.278 D_fake: 0.020 +(epoch: 57, iters: 11104, time: 0.548, data: 0.019) G_GAN: 4.055 G_L1: 3.850 D_real: 0.042 D_fake: 0.070 +(epoch: 57, iters: 11204, time: 0.281, data: 0.017) G_GAN: 5.234 G_L1: 4.160 D_real: 0.024 D_fake: 0.035 +(epoch: 57, iters: 11304, time: 0.281, data: 0.018) G_GAN: 6.475 G_L1: 2.972 D_real: 0.057 D_fake: 0.012 +(epoch: 57, iters: 11404, time: 0.292, data: 0.018) G_GAN: 4.491 G_L1: 3.843 D_real: 0.010 D_fake: 0.042 +(epoch: 57, iters: 11504, time: 0.421, data: 0.018) G_GAN: 4.820 G_L1: 4.121 D_real: 0.042 D_fake: 0.038 +(epoch: 57, iters: 11604, time: 0.305, data: 0.019) G_GAN: 3.936 G_L1: 4.806 D_real: 0.135 D_fake: 0.059 +(epoch: 57, iters: 11704, time: 0.309, data: 0.019) G_GAN: 4.959 G_L1: 4.841 D_real: 0.001 D_fake: 0.034 +(epoch: 57, iters: 11804, time: 0.303, data: 0.020) G_GAN: 7.515 G_L1: 4.175 D_real: 0.042 D_fake: 0.002 +(epoch: 57, iters: 11904, time: 0.407, data: 0.018) G_GAN: 4.872 G_L1: 3.353 D_real: 0.033 D_fake: 0.074 +(epoch: 57, iters: 12004, time: 0.287, data: 0.022) G_GAN: 4.025 G_L1: 4.137 D_real: 0.227 D_fake: 0.132 +(epoch: 57, iters: 12104, time: 0.293, data: 0.016) G_GAN: 5.114 G_L1: 4.715 D_real: 0.358 D_fake: 0.056 +(epoch: 57, iters: 12204, time: 0.294, data: 0.017) G_GAN: 5.702 G_L1: 3.989 D_real: 0.014 D_fake: 0.040 +(epoch: 57, iters: 12304, time: 0.413, data: 0.023) G_GAN: 4.350 G_L1: 4.000 D_real: 0.198 D_fake: 0.022 +(epoch: 57, iters: 12404, time: 0.303, data: 0.020) G_GAN: 4.502 G_L1: 5.011 D_real: 0.003 D_fake: 0.170 +(epoch: 57, iters: 12504, time: 0.287, data: 0.020) G_GAN: 6.321 G_L1: 6.304 D_real: 0.017 D_fake: 0.018 +(epoch: 57, iters: 12604, time: 0.304, data: 0.017) G_GAN: 5.284 G_L1: 3.373 D_real: 0.079 D_fake: 0.077 +(epoch: 57, iters: 12704, time: 0.385, data: 0.019) G_GAN: 4.730 G_L1: 2.739 D_real: 0.205 D_fake: 0.024 +(epoch: 57, iters: 12804, time: 0.295, data: 0.021) G_GAN: 5.843 G_L1: 2.699 D_real: 0.247 D_fake: 0.008 +(epoch: 57, iters: 12904, time: 0.304, data: 0.018) G_GAN: 4.460 G_L1: 3.431 D_real: 0.022 D_fake: 0.116 +(epoch: 57, iters: 13004, time: 0.300, data: 0.019) G_GAN: 5.045 G_L1: 3.443 D_real: 0.002 D_fake: 0.057 +(epoch: 57, iters: 13104, time: 0.582, data: 0.018) G_GAN: 4.503 G_L1: 4.275 D_real: 0.000 D_fake: 0.038 +(epoch: 57, iters: 13204, time: 0.289, data: 0.021) G_GAN: 6.127 G_L1: 4.761 D_real: 0.011 D_fake: 0.028 +(epoch: 57, iters: 13304, time: 0.301, data: 0.018) G_GAN: 3.792 G_L1: 3.091 D_real: 0.355 D_fake: 0.063 +(epoch: 57, iters: 13404, time: 0.299, data: 0.019) G_GAN: 5.752 G_L1: 4.457 D_real: 0.013 D_fake: 0.050 +(epoch: 57, iters: 13504, time: 0.416, data: 0.019) G_GAN: 5.117 G_L1: 6.121 D_real: 0.039 D_fake: 0.052 +(epoch: 57, iters: 13604, time: 0.297, data: 0.019) G_GAN: 4.922 G_L1: 4.008 D_real: 0.162 D_fake: 0.029 +(epoch: 57, iters: 13704, time: 0.295, data: 0.019) G_GAN: 4.763 G_L1: 3.349 D_real: 0.005 D_fake: 0.183 +(epoch: 57, iters: 13804, time: 0.297, data: 0.018) G_GAN: 7.918 G_L1: 5.901 D_real: 0.000 D_fake: 0.006 +(epoch: 57, iters: 13904, time: 0.425, data: 0.019) G_GAN: 6.608 G_L1: 3.131 D_real: 0.023 D_fake: 0.017 +(epoch: 57, iters: 14004, time: 0.288, data: 0.020) G_GAN: 5.757 G_L1: 4.633 D_real: 0.163 D_fake: 0.032 +(epoch: 57, iters: 14104, time: 0.301, data: 0.017) G_GAN: 4.549 G_L1: 6.722 D_real: 0.009 D_fake: 0.039 +(epoch: 57, iters: 14204, time: 0.300, data: 0.022) G_GAN: 3.992 G_L1: 3.781 D_real: 0.138 D_fake: 0.023 +(epoch: 57, iters: 14304, time: 0.399, data: 0.021) G_GAN: 7.145 G_L1: 4.035 D_real: 0.010 D_fake: 0.013 +(epoch: 57, iters: 14404, time: 0.299, data: 0.023) G_GAN: 5.699 G_L1: 4.519 D_real: 0.007 D_fake: 0.479 +(epoch: 57, iters: 14504, time: 0.302, data: 0.019) G_GAN: 4.387 G_L1: 3.762 D_real: 0.191 D_fake: 0.035 +(epoch: 57, iters: 14604, time: 0.303, data: 0.020) G_GAN: 5.288 G_L1: 4.200 D_real: 0.026 D_fake: 0.032 +(epoch: 57, iters: 14704, time: 0.417, data: 0.020) G_GAN: 3.738 G_L1: 7.231 D_real: 0.616 D_fake: 0.051 +(epoch: 57, iters: 14804, time: 0.310, data: 0.019) G_GAN: 4.454 G_L1: 4.039 D_real: 0.011 D_fake: 0.049 +(epoch: 57, iters: 14904, time: 0.293, data: 0.018) G_GAN: 4.000 G_L1: 3.097 D_real: 0.211 D_fake: 0.106 +(epoch: 57, iters: 15004, time: 0.292, data: 0.019) G_GAN: 3.706 G_L1: 2.739 D_real: 0.016 D_fake: 0.430 +(epoch: 57, iters: 15104, time: 0.571, data: 0.018) G_GAN: 6.376 G_L1: 6.064 D_real: 0.004 D_fake: 0.014 +(epoch: 57, iters: 15204, time: 0.287, data: 0.019) G_GAN: 5.482 G_L1: 3.937 D_real: 0.025 D_fake: 0.009 +(epoch: 57, iters: 15304, time: 0.300, data: 0.022) G_GAN: 6.107 G_L1: 6.091 D_real: 0.002 D_fake: 0.013 +(epoch: 57, iters: 15404, time: 0.306, data: 0.020) G_GAN: 10.127 G_L1: 4.220 D_real: 0.000 D_fake: 0.008 +(epoch: 57, iters: 15504, time: 0.416, data: 0.020) G_GAN: 4.936 G_L1: 5.999 D_real: 0.220 D_fake: 0.005 +(epoch: 57, iters: 15604, time: 0.303, data: 0.018) G_GAN: 4.307 G_L1: 4.689 D_real: 0.020 D_fake: 0.157 +(epoch: 57, iters: 15704, time: 0.305, data: 0.019) G_GAN: 6.015 G_L1: 4.702 D_real: 0.001 D_fake: 0.022 +(epoch: 57, iters: 15804, time: 0.285, data: 0.020) G_GAN: 10.771 G_L1: 7.036 D_real: 0.000 D_fake: 0.001 +(epoch: 57, iters: 15904, time: 0.409, data: 0.020) G_GAN: 5.927 G_L1: 5.339 D_real: 0.003 D_fake: 0.009 +(epoch: 57, iters: 16004, time: 0.300, data: 0.022) G_GAN: 7.069 G_L1: 8.094 D_real: 0.011 D_fake: 0.051 +(epoch: 57, iters: 16104, time: 0.297, data: 0.018) G_GAN: 5.666 G_L1: 3.296 D_real: 0.010 D_fake: 0.025 +(epoch: 57, iters: 16204, time: 0.302, data: 0.019) G_GAN: 6.089 G_L1: 4.485 D_real: 0.001 D_fake: 0.084 +(epoch: 57, iters: 16304, time: 0.403, data: 0.019) G_GAN: 6.538 G_L1: 6.201 D_real: 0.086 D_fake: 0.007 +(epoch: 57, iters: 16404, time: 0.293, data: 0.021) G_GAN: 3.585 G_L1: 3.773 D_real: 0.076 D_fake: 0.158 +(epoch: 57, iters: 16504, time: 0.294, data: 0.017) G_GAN: 7.011 G_L1: 4.392 D_real: 0.000 D_fake: 0.018 +(epoch: 57, iters: 16604, time: 0.301, data: 0.018) G_GAN: 6.675 G_L1: 6.083 D_real: 0.028 D_fake: 0.056 +(epoch: 57, iters: 16704, time: 0.378, data: 0.018) G_GAN: 5.232 G_L1: 3.626 D_real: 0.030 D_fake: 0.063 +(epoch: 57, iters: 16804, time: 0.306, data: 0.023) G_GAN: 6.255 G_L1: 9.493 D_real: 0.080 D_fake: 0.065 +(epoch: 57, iters: 16904, time: 0.293, data: 0.021) G_GAN: 3.309 G_L1: 3.491 D_real: 0.667 D_fake: 0.065 +(epoch: 57, iters: 17004, time: 0.297, data: 0.017) G_GAN: 5.740 G_L1: 4.210 D_real: 0.765 D_fake: 0.006 +(epoch: 57, iters: 17104, time: 0.598, data: 0.017) G_GAN: 6.360 G_L1: 4.039 D_real: 0.092 D_fake: 0.008 +(epoch: 57, iters: 17204, time: 0.296, data: 0.022) G_GAN: 5.074 G_L1: 8.417 D_real: 0.043 D_fake: 0.042 +(epoch: 57, iters: 17304, time: 0.299, data: 0.019) G_GAN: 4.719 G_L1: 3.323 D_real: 0.001 D_fake: 0.179 +(epoch: 57, iters: 17404, time: 0.294, data: 0.020) G_GAN: 5.035 G_L1: 3.948 D_real: 0.035 D_fake: 0.334 +(epoch: 57, iters: 17504, time: 0.411, data: 0.020) G_GAN: 6.382 G_L1: 4.904 D_real: 0.025 D_fake: 0.011 +(epoch: 57, iters: 17604, time: 0.288, data: 0.018) G_GAN: 4.993 G_L1: 4.050 D_real: 0.355 D_fake: 0.037 +(epoch: 57, iters: 17704, time: 0.303, data: 0.020) G_GAN: 6.022 G_L1: 2.403 D_real: 0.096 D_fake: 0.184 +(epoch: 57, iters: 17804, time: 0.297, data: 0.019) G_GAN: 6.478 G_L1: 3.729 D_real: 0.006 D_fake: 0.011 +(epoch: 57, iters: 17904, time: 0.400, data: 0.021) G_GAN: 6.949 G_L1: 4.362 D_real: 0.032 D_fake: 0.044 +(epoch: 57, iters: 18004, time: 0.301, data: 0.016) G_GAN: 4.962 G_L1: 5.727 D_real: 0.016 D_fake: 0.192 +(epoch: 57, iters: 18104, time: 0.300, data: 0.018) G_GAN: 4.594 G_L1: 3.766 D_real: 0.303 D_fake: 0.017 +(epoch: 57, iters: 18204, time: 0.295, data: 0.022) G_GAN: 5.073 G_L1: 3.712 D_real: 0.048 D_fake: 0.044 +(epoch: 57, iters: 18304, time: 0.410, data: 0.018) G_GAN: 7.529 G_L1: 7.362 D_real: 0.113 D_fake: 0.006 +(epoch: 57, iters: 18404, time: 0.301, data: 0.019) G_GAN: 7.834 G_L1: 4.479 D_real: 0.029 D_fake: 0.040 +(epoch: 57, iters: 18504, time: 0.300, data: 0.018) G_GAN: 4.007 G_L1: 5.218 D_real: 0.239 D_fake: 0.198 +(epoch: 57, iters: 18604, time: 0.300, data: 0.018) G_GAN: 5.516 G_L1: 7.880 D_real: 0.003 D_fake: 0.270 +(epoch: 57, iters: 18704, time: 0.415, data: 0.019) G_GAN: 6.799 G_L1: 6.739 D_real: 0.010 D_fake: 0.007 +(epoch: 57, iters: 18804, time: 0.299, data: 0.019) G_GAN: 6.663 G_L1: 4.111 D_real: 0.011 D_fake: 0.031 +(epoch: 57, iters: 18904, time: 0.300, data: 0.019) G_GAN: 6.383 G_L1: 6.348 D_real: 0.008 D_fake: 0.007 +(epoch: 57, iters: 19004, time: 0.301, data: 0.019) G_GAN: 6.832 G_L1: 4.040 D_real: 0.062 D_fake: 0.096 +(epoch: 57, iters: 19104, time: 0.535, data: 0.019) G_GAN: 7.210 G_L1: 4.042 D_real: 0.036 D_fake: 0.035 +(epoch: 57, iters: 19204, time: 0.303, data: 0.020) G_GAN: 4.116 G_L1: 4.205 D_real: 0.073 D_fake: 0.354 +(epoch: 57, iters: 19304, time: 0.301, data: 0.019) G_GAN: 5.953 G_L1: 4.570 D_real: 0.001 D_fake: 0.027 +(epoch: 57, iters: 19404, time: 0.303, data: 0.018) G_GAN: 5.251 G_L1: 4.197 D_real: 0.010 D_fake: 0.044 +(epoch: 57, iters: 19504, time: 0.418, data: 0.022) G_GAN: 4.262 G_L1: 9.557 D_real: 0.000 D_fake: 0.093 +(epoch: 57, iters: 19604, time: 0.301, data: 0.019) G_GAN: 4.577 G_L1: 3.734 D_real: 0.002 D_fake: 0.069 +(epoch: 57, iters: 19704, time: 0.296, data: 0.020) G_GAN: 4.894 G_L1: 4.350 D_real: 0.323 D_fake: 0.023 +(epoch: 57, iters: 19804, time: 0.305, data: 0.018) G_GAN: 5.071 G_L1: 4.992 D_real: 0.056 D_fake: 0.028 +(epoch: 57, iters: 19904, time: 0.414, data: 0.020) G_GAN: 4.904 G_L1: 4.387 D_real: 0.049 D_fake: 0.041 +(epoch: 57, iters: 20004, time: 0.295, data: 0.018) G_GAN: 4.012 G_L1: 4.267 D_real: 0.153 D_fake: 0.368 +(epoch: 57, iters: 20104, time: 0.301, data: 0.018) G_GAN: 2.969 G_L1: 3.201 D_real: 0.385 D_fake: 0.070 +(epoch: 57, iters: 20204, time: 0.300, data: 0.023) G_GAN: 5.776 G_L1: 4.260 D_real: 0.073 D_fake: 0.036 +(epoch: 57, iters: 20304, time: 0.400, data: 0.019) G_GAN: 5.742 G_L1: 4.989 D_real: 0.000 D_fake: 0.089 +(epoch: 57, iters: 20404, time: 0.302, data: 0.019) G_GAN: 4.401 G_L1: 2.248 D_real: 0.051 D_fake: 0.231 +(epoch: 57, iters: 20504, time: 0.305, data: 0.020) G_GAN: 5.063 G_L1: 3.956 D_real: 0.337 D_fake: 0.011 +(epoch: 57, iters: 20604, time: 0.303, data: 0.020) G_GAN: 3.839 G_L1: 6.641 D_real: 0.053 D_fake: 0.090 +(epoch: 57, iters: 20704, time: 0.407, data: 0.021) G_GAN: 4.912 G_L1: 4.065 D_real: 0.003 D_fake: 0.017 +(epoch: 57, iters: 20804, time: 0.303, data: 0.019) G_GAN: 5.661 G_L1: 3.825 D_real: 0.003 D_fake: 0.220 +(epoch: 57, iters: 20904, time: 0.296, data: 0.019) G_GAN: 5.573 G_L1: 4.604 D_real: 0.078 D_fake: 0.011 +(epoch: 57, iters: 21004, time: 0.302, data: 0.020) G_GAN: 6.729 G_L1: 3.186 D_real: 0.202 D_fake: 0.007 +(epoch: 57, iters: 21104, time: 0.594, data: 0.019) G_GAN: 5.077 G_L1: 3.630 D_real: 0.005 D_fake: 0.126 +(epoch: 57, iters: 21204, time: 0.305, data: 0.019) G_GAN: 8.960 G_L1: 7.201 D_real: 0.019 D_fake: 0.008 +(epoch: 57, iters: 21304, time: 0.304, data: 0.018) G_GAN: 5.325 G_L1: 4.449 D_real: 0.020 D_fake: 0.108 +(epoch: 57, iters: 21404, time: 0.299, data: 0.020) G_GAN: 5.217 G_L1: 3.204 D_real: 0.022 D_fake: 0.831 +(epoch: 57, iters: 21504, time: 0.422, data: 0.019) G_GAN: 4.900 G_L1: 3.076 D_real: 0.019 D_fake: 0.086 +(epoch: 57, iters: 21604, time: 0.286, data: 0.019) G_GAN: 5.782 G_L1: 3.593 D_real: 0.149 D_fake: 0.131 +(epoch: 57, iters: 21704, time: 0.291, data: 0.021) G_GAN: 5.181 G_L1: 4.167 D_real: 0.287 D_fake: 0.030 +(epoch: 57, iters: 21804, time: 0.290, data: 0.017) G_GAN: 4.051 G_L1: 3.333 D_real: 0.158 D_fake: 0.025 +(epoch: 57, iters: 21904, time: 0.414, data: 0.020) G_GAN: 5.000 G_L1: 3.300 D_real: 0.090 D_fake: 0.042 +(epoch: 57, iters: 22004, time: 0.295, data: 0.021) G_GAN: 5.475 G_L1: 4.178 D_real: 0.345 D_fake: 0.009 +(epoch: 57, iters: 22104, time: 0.301, data: 0.019) G_GAN: 3.575 G_L1: 2.813 D_real: 0.003 D_fake: 0.189 +(epoch: 57, iters: 22204, time: 0.304, data: 0.019) G_GAN: 3.404 G_L1: 2.609 D_real: 0.085 D_fake: 0.080 +(epoch: 57, iters: 22304, time: 0.410, data: 0.020) G_GAN: 5.030 G_L1: 4.305 D_real: 0.061 D_fake: 0.043 +(epoch: 57, iters: 22404, time: 0.303, data: 0.017) G_GAN: 5.294 G_L1: 3.246 D_real: 0.036 D_fake: 0.029 +(epoch: 57, iters: 22504, time: 0.297, data: 0.021) G_GAN: 4.705 G_L1: 3.789 D_real: 0.053 D_fake: 0.070 +(epoch: 57, iters: 22604, time: 0.299, data: 0.020) G_GAN: 5.784 G_L1: 3.835 D_real: 0.183 D_fake: 0.004 +(epoch: 57, iters: 22704, time: 0.416, data: 0.019) G_GAN: 3.214 G_L1: 4.492 D_real: 0.509 D_fake: 0.049 +(epoch: 57, iters: 22804, time: 0.304, data: 0.021) G_GAN: 4.530 G_L1: 4.581 D_real: 0.129 D_fake: 0.055 +(epoch: 57, iters: 22904, time: 0.304, data: 0.018) G_GAN: 5.066 G_L1: 3.048 D_real: 0.025 D_fake: 0.028 +(epoch: 57, iters: 23004, time: 0.311, data: 0.021) G_GAN: 7.059 G_L1: 3.182 D_real: 0.012 D_fake: 0.006 +(epoch: 57, iters: 23104, time: 0.610, data: 0.019) G_GAN: 7.407 G_L1: 3.920 D_real: 0.051 D_fake: 0.010 +(epoch: 57, iters: 23204, time: 0.304, data: 0.019) G_GAN: 2.977 G_L1: 3.965 D_real: 0.275 D_fake: 0.093 +(epoch: 57, iters: 23304, time: 0.295, data: 0.022) G_GAN: 7.831 G_L1: 6.633 D_real: 0.004 D_fake: 0.004 +(epoch: 57, iters: 23404, time: 0.304, data: 0.019) G_GAN: 4.361 G_L1: 4.379 D_real: 0.003 D_fake: 0.088 +(epoch: 57, iters: 23504, time: 0.417, data: 0.019) G_GAN: 6.688 G_L1: 6.426 D_real: 0.036 D_fake: 0.006 +(epoch: 57, iters: 23604, time: 0.293, data: 0.018) G_GAN: 4.796 G_L1: 3.593 D_real: 0.087 D_fake: 0.020 +(epoch: 57, iters: 23704, time: 0.302, data: 0.018) G_GAN: 3.576 G_L1: 4.609 D_real: 0.329 D_fake: 0.070 +(epoch: 57, iters: 23804, time: 0.286, data: 0.019) G_GAN: 3.065 G_L1: 3.484 D_real: 0.336 D_fake: 0.103 +(epoch: 57, iters: 23904, time: 0.429, data: 0.018) G_GAN: 4.710 G_L1: 3.950 D_real: 0.107 D_fake: 0.022 +(epoch: 57, iters: 24004, time: 0.296, data: 0.019) G_GAN: 4.424 G_L1: 3.726 D_real: 0.049 D_fake: 0.159 +(epoch: 57, iters: 24104, time: 0.283, data: 0.021) G_GAN: 4.848 G_L1: 5.582 D_real: 0.003 D_fake: 0.434 +(epoch: 57, iters: 24204, time: 0.298, data: 0.019) G_GAN: 5.207 G_L1: 4.312 D_real: 0.169 D_fake: 0.026 +(epoch: 57, iters: 24304, time: 0.398, data: 0.019) G_GAN: 6.150 G_L1: 2.228 D_real: 0.001 D_fake: 0.542 +(epoch: 57, iters: 24404, time: 0.303, data: 0.021) G_GAN: 5.257 G_L1: 4.331 D_real: 0.136 D_fake: 0.095 +(epoch: 57, iters: 24504, time: 0.304, data: 0.020) G_GAN: 4.050 G_L1: 2.901 D_real: 0.007 D_fake: 0.186 +(epoch: 57, iters: 24604, time: 0.303, data: 0.021) G_GAN: 4.394 G_L1: 3.461 D_real: 0.000 D_fake: 0.062 +(epoch: 57, iters: 24704, time: 0.415, data: 0.020) G_GAN: 5.298 G_L1: 5.449 D_real: 0.000 D_fake: 0.015 +(epoch: 57, iters: 24804, time: 0.295, data: 0.018) G_GAN: 5.511 G_L1: 4.551 D_real: 0.041 D_fake: 0.042 +(epoch: 57, iters: 24904, time: 0.299, data: 0.019) G_GAN: 6.052 G_L1: 5.147 D_real: 0.050 D_fake: 0.084 +(epoch: 57, iters: 25004, time: 0.295, data: 0.020) G_GAN: 5.853 G_L1: 3.677 D_real: 0.044 D_fake: 0.028 +(epoch: 57, iters: 25104, time: 0.585, data: 0.020) G_GAN: 3.236 G_L1: 3.674 D_real: 0.547 D_fake: 0.014 +(epoch: 57, iters: 25204, time: 0.262, data: 0.018) G_GAN: 5.357 G_L1: 4.143 D_real: 0.175 D_fake: 0.024 +(epoch: 57, iters: 25304, time: 0.293, data: 0.015) G_GAN: 4.191 G_L1: 3.536 D_real: 0.111 D_fake: 0.129 +(epoch: 57, iters: 25404, time: 0.300, data: 0.020) G_GAN: 5.210 G_L1: 3.255 D_real: 0.058 D_fake: 0.016 +(epoch: 57, iters: 25504, time: 0.410, data: 0.020) G_GAN: 5.097 G_L1: 5.964 D_real: 0.398 D_fake: 0.012 +(epoch: 57, iters: 25604, time: 0.306, data: 0.017) G_GAN: 6.979 G_L1: 5.119 D_real: 0.032 D_fake: 0.007 +(epoch: 57, iters: 25704, time: 0.294, data: 0.020) G_GAN: 5.703 G_L1: 6.546 D_real: 0.195 D_fake: 0.014 +(epoch: 57, iters: 25804, time: 0.303, data: 0.018) G_GAN: 4.737 G_L1: 4.083 D_real: 0.034 D_fake: 0.045 +(epoch: 57, iters: 25904, time: 0.416, data: 0.020) G_GAN: 6.087 G_L1: 3.339 D_real: 0.070 D_fake: 0.049 +(epoch: 57, iters: 26004, time: 0.295, data: 0.020) G_GAN: 5.442 G_L1: 5.488 D_real: 0.027 D_fake: 0.085 +(epoch: 57, iters: 26104, time: 0.287, data: 0.019) G_GAN: 4.577 G_L1: 3.344 D_real: 0.068 D_fake: 0.144 +(epoch: 57, iters: 26204, time: 0.298, data: 0.019) G_GAN: 5.057 G_L1: 5.085 D_real: 0.027 D_fake: 0.079 +(epoch: 57, iters: 26304, time: 0.416, data: 0.018) G_GAN: 7.177 G_L1: 4.442 D_real: 0.007 D_fake: 0.041 +(epoch: 57, iters: 26404, time: 0.304, data: 0.018) G_GAN: 5.059 G_L1: 3.984 D_real: 0.009 D_fake: 0.119 +(epoch: 57, iters: 26504, time: 0.290, data: 0.018) G_GAN: 2.832 G_L1: 3.609 D_real: 0.230 D_fake: 0.108 +(epoch: 57, iters: 26604, time: 0.303, data: 0.020) G_GAN: 4.677 G_L1: 2.960 D_real: 0.019 D_fake: 0.073 +(epoch: 57, iters: 26704, time: 0.422, data: 0.020) G_GAN: 4.318 G_L1: 4.046 D_real: 0.036 D_fake: 0.025 +(epoch: 57, iters: 26804, time: 0.302, data: 0.020) G_GAN: 3.816 G_L1: 5.313 D_real: 0.000 D_fake: 0.285 +(epoch: 57, iters: 26904, time: 0.304, data: 0.019) G_GAN: 4.351 G_L1: 4.724 D_real: 0.102 D_fake: 0.058 +(epoch: 57, iters: 27004, time: 0.301, data: 0.019) G_GAN: 5.093 G_L1: 4.905 D_real: 0.003 D_fake: 0.821 +(epoch: 57, iters: 27104, time: 0.615, data: 0.019) G_GAN: 4.747 G_L1: 4.944 D_real: 0.234 D_fake: 0.017 +(epoch: 57, iters: 27204, time: 0.291, data: 0.018) G_GAN: 4.845 G_L1: 4.675 D_real: 0.332 D_fake: 0.045 +(epoch: 57, iters: 27304, time: 0.290, data: 0.020) G_GAN: 3.467 G_L1: 4.125 D_real: 0.240 D_fake: 0.072 +(epoch: 57, iters: 27404, time: 0.296, data: 0.016) G_GAN: 5.945 G_L1: 3.144 D_real: 0.022 D_fake: 0.025 +(epoch: 57, iters: 27504, time: 0.423, data: 0.018) G_GAN: 5.574 G_L1: 6.867 D_real: 0.015 D_fake: 0.292 +(epoch: 57, iters: 27604, time: 0.298, data: 0.020) G_GAN: 5.886 G_L1: 7.338 D_real: 0.115 D_fake: 0.010 +(epoch: 57, iters: 27704, time: 0.305, data: 0.018) G_GAN: 4.749 G_L1: 3.731 D_real: 0.073 D_fake: 0.031 +(epoch: 57, iters: 27804, time: 0.297, data: 0.020) G_GAN: 4.162 G_L1: 6.273 D_real: 0.268 D_fake: 0.091 +(epoch: 57, iters: 27904, time: 0.410, data: 0.021) G_GAN: 7.185 G_L1: 4.321 D_real: 0.133 D_fake: 0.003 +(epoch: 57, iters: 28004, time: 0.305, data: 0.019) G_GAN: 2.666 G_L1: 3.816 D_real: 0.250 D_fake: 0.070 +(epoch: 57, iters: 28104, time: 0.304, data: 0.020) G_GAN: 3.343 G_L1: 3.255 D_real: 0.195 D_fake: 0.241 +(epoch: 57, iters: 28204, time: 0.294, data: 0.020) G_GAN: 5.336 G_L1: 3.318 D_real: 0.248 D_fake: 0.052 +(epoch: 57, iters: 28304, time: 0.374, data: 0.019) G_GAN: 5.549 G_L1: 4.280 D_real: 0.003 D_fake: 0.021 +(epoch: 57, iters: 28404, time: 0.299, data: 0.018) G_GAN: 3.159 G_L1: 2.843 D_real: 0.030 D_fake: 0.130 +(epoch: 57, iters: 28504, time: 0.298, data: 0.019) G_GAN: 3.134 G_L1: 3.427 D_real: 0.266 D_fake: 0.124 +(epoch: 57, iters: 28604, time: 0.304, data: 0.019) G_GAN: 4.279 G_L1: 3.471 D_real: 0.089 D_fake: 0.087 +(epoch: 57, iters: 28704, time: 0.429, data: 0.019) G_GAN: 4.128 G_L1: 5.167 D_real: 0.090 D_fake: 0.076 +(epoch: 57, iters: 28804, time: 0.305, data: 0.019) G_GAN: 3.851 G_L1: 3.243 D_real: 0.184 D_fake: 0.059 +(epoch: 57, iters: 28904, time: 0.294, data: 0.020) G_GAN: 4.518 G_L1: 4.301 D_real: 0.057 D_fake: 0.211 +(epoch: 57, iters: 29004, time: 0.295, data: 0.019) G_GAN: 5.467 G_L1: 6.161 D_real: 0.000 D_fake: 0.022 +(epoch: 57, iters: 29104, time: 0.603, data: 0.019) G_GAN: 4.681 G_L1: 4.732 D_real: 0.184 D_fake: 0.015 +(epoch: 57, iters: 29204, time: 0.302, data: 0.019) G_GAN: 3.116 G_L1: 3.113 D_real: 0.390 D_fake: 0.110 +(epoch: 57, iters: 29304, time: 0.287, data: 0.020) G_GAN: 4.542 G_L1: 3.161 D_real: 0.176 D_fake: 0.032 +(epoch: 57, iters: 29404, time: 0.297, data: 0.017) G_GAN: 5.197 G_L1: 6.861 D_real: 0.020 D_fake: 0.027 +(epoch: 57, iters: 29504, time: 0.413, data: 0.019) G_GAN: 4.728 G_L1: 3.273 D_real: 0.026 D_fake: 0.087 +(epoch: 57, iters: 29604, time: 0.291, data: 0.018) G_GAN: 3.064 G_L1: 3.585 D_real: 0.535 D_fake: 0.057 +(epoch: 57, iters: 29704, time: 0.291, data: 0.021) G_GAN: 3.651 G_L1: 3.418 D_real: 0.445 D_fake: 0.019 +(epoch: 57, iters: 29804, time: 0.299, data: 0.020) G_GAN: 6.325 G_L1: 6.568 D_real: 0.000 D_fake: 0.017 +(epoch: 57, iters: 29904, time: 0.407, data: 0.019) G_GAN: 4.917 G_L1: 3.150 D_real: 0.140 D_fake: 0.042 +(epoch: 57, iters: 30004, time: 0.303, data: 0.019) G_GAN: 3.939 G_L1: 3.354 D_real: 0.108 D_fake: 0.196 +(epoch: 57, iters: 30104, time: 0.300, data: 0.018) G_GAN: 5.102 G_L1: 6.025 D_real: 0.052 D_fake: 0.019 +(epoch: 57, iters: 30204, time: 0.302, data: 0.019) G_GAN: 3.812 G_L1: 3.047 D_real: 0.012 D_fake: 0.098 +(epoch: 57, iters: 30304, time: 0.407, data: 0.019) G_GAN: 5.584 G_L1: 3.857 D_real: 0.024 D_fake: 0.147 +(epoch: 57, iters: 30404, time: 0.300, data: 0.019) G_GAN: 4.170 G_L1: 3.228 D_real: 0.237 D_fake: 0.034 +(epoch: 57, iters: 30504, time: 0.295, data: 0.022) G_GAN: 4.823 G_L1: 3.788 D_real: 0.343 D_fake: 0.029 +(epoch: 57, iters: 30604, time: 0.305, data: 0.019) G_GAN: 3.910 G_L1: 4.269 D_real: 0.054 D_fake: 0.354 +(epoch: 57, iters: 30704, time: 0.413, data: 0.018) G_GAN: 5.317 G_L1: 2.806 D_real: 0.307 D_fake: 0.021 +(epoch: 57, iters: 30804, time: 0.294, data: 0.019) G_GAN: 5.024 G_L1: 5.368 D_real: 0.001 D_fake: 0.066 +(epoch: 57, iters: 30904, time: 0.281, data: 0.016) G_GAN: 5.235 G_L1: 2.712 D_real: 0.134 D_fake: 0.049 +(epoch: 57, iters: 31004, time: 0.295, data: 0.016) G_GAN: 3.169 G_L1: 2.797 D_real: 0.004 D_fake: 0.121 +(epoch: 57, iters: 31104, time: 0.568, data: 0.018) G_GAN: 3.333 G_L1: 3.252 D_real: 0.359 D_fake: 0.139 +(epoch: 57, iters: 31204, time: 0.304, data: 0.017) G_GAN: 4.470 G_L1: 3.087 D_real: 0.038 D_fake: 0.037 +(epoch: 57, iters: 31304, time: 0.297, data: 0.018) G_GAN: 3.077 G_L1: 7.084 D_real: 0.000 D_fake: 0.227 +(epoch: 57, iters: 31404, time: 0.304, data: 0.019) G_GAN: 4.854 G_L1: 3.596 D_real: 0.050 D_fake: 0.073 +(epoch: 57, iters: 31504, time: 0.419, data: 0.019) G_GAN: 6.169 G_L1: 4.000 D_real: 0.004 D_fake: 0.010 +(epoch: 57, iters: 31604, time: 0.294, data: 0.019) G_GAN: 4.048 G_L1: 4.323 D_real: 0.448 D_fake: 0.042 +(epoch: 57, iters: 31704, time: 0.303, data: 0.019) G_GAN: 5.563 G_L1: 4.224 D_real: 0.003 D_fake: 0.046 +(epoch: 57, iters: 31804, time: 0.293, data: 0.018) G_GAN: 4.521 G_L1: 3.711 D_real: 0.169 D_fake: 0.050 +(epoch: 57, iters: 31904, time: 0.414, data: 0.019) G_GAN: 4.815 G_L1: 3.624 D_real: 0.016 D_fake: 0.123 +(epoch: 57, iters: 32004, time: 0.295, data: 0.018) G_GAN: 4.186 G_L1: 3.819 D_real: 0.083 D_fake: 0.161 +(epoch: 57, iters: 32104, time: 0.298, data: 0.018) G_GAN: 6.330 G_L1: 5.354 D_real: 0.070 D_fake: 0.431 +(epoch: 57, iters: 32204, time: 0.302, data: 0.019) G_GAN: 5.920 G_L1: 4.267 D_real: 0.091 D_fake: 0.006 +(epoch: 57, iters: 32304, time: 0.407, data: 0.017) G_GAN: 4.505 G_L1: 3.180 D_real: 0.206 D_fake: 0.057 +(epoch: 57, iters: 32404, time: 0.293, data: 0.018) G_GAN: 4.141 G_L1: 4.394 D_real: 0.086 D_fake: 0.087 +(epoch: 57, iters: 32504, time: 0.298, data: 0.018) G_GAN: 4.268 G_L1: 3.466 D_real: 0.048 D_fake: 0.034 +(epoch: 57, iters: 32604, time: 0.292, data: 0.019) G_GAN: 4.498 G_L1: 4.779 D_real: 0.004 D_fake: 0.024 +(epoch: 57, iters: 32704, time: 0.387, data: 0.020) G_GAN: 5.220 G_L1: 3.654 D_real: 0.042 D_fake: 0.084 +(epoch: 57, iters: 32804, time: 0.298, data: 0.019) G_GAN: 3.671 G_L1: 4.317 D_real: 0.173 D_fake: 0.220 +(epoch: 57, iters: 32904, time: 0.301, data: 0.017) G_GAN: 3.667 G_L1: 3.265 D_real: 0.091 D_fake: 0.149 +(epoch: 57, iters: 33004, time: 0.296, data: 0.019) G_GAN: 2.677 G_L1: 3.485 D_real: 0.535 D_fake: 0.060 +(epoch: 57, iters: 33104, time: 0.585, data: 0.019) G_GAN: 6.313 G_L1: 3.627 D_real: 0.006 D_fake: 0.008 +(epoch: 57, iters: 33204, time: 0.298, data: 0.019) G_GAN: 5.827 G_L1: 4.264 D_real: 0.021 D_fake: 0.013 +(epoch: 57, iters: 33304, time: 0.305, data: 0.019) G_GAN: 4.564 G_L1: 4.597 D_real: 0.204 D_fake: 0.028 +(epoch: 57, iters: 33404, time: 0.300, data: 0.019) G_GAN: 5.211 G_L1: 3.790 D_real: 0.055 D_fake: 0.034 +(epoch: 57, iters: 33504, time: 0.413, data: 0.019) G_GAN: 3.283 G_L1: 2.323 D_real: 0.095 D_fake: 0.150 +(epoch: 57, iters: 33604, time: 0.305, data: 0.018) G_GAN: 4.558 G_L1: 4.122 D_real: 0.007 D_fake: 0.140 +(epoch: 57, iters: 33704, time: 0.296, data: 0.019) G_GAN: 4.789 G_L1: 4.757 D_real: 0.095 D_fake: 0.019 +(epoch: 57, iters: 33804, time: 0.299, data: 0.018) G_GAN: 5.103 G_L1: 4.068 D_real: 0.053 D_fake: 0.540 +(epoch: 57, iters: 33904, time: 0.391, data: 0.022) G_GAN: 3.453 G_L1: 3.235 D_real: 0.023 D_fake: 0.182 +(epoch: 57, iters: 34004, time: 0.295, data: 0.020) G_GAN: 5.722 G_L1: 4.123 D_real: 0.007 D_fake: 0.051 +(epoch: 57, iters: 34104, time: 0.295, data: 0.018) G_GAN: 4.249 G_L1: 3.815 D_real: 0.003 D_fake: 0.048 +(epoch: 57, iters: 34204, time: 0.297, data: 0.020) G_GAN: 3.517 G_L1: 3.089 D_real: 0.148 D_fake: 0.075 +(epoch: 57, iters: 34304, time: 0.404, data: 0.020) G_GAN: 3.765 G_L1: 3.922 D_real: 0.004 D_fake: 0.041 +(epoch: 57, iters: 34404, time: 0.307, data: 0.021) G_GAN: 4.991 G_L1: 4.913 D_real: 0.019 D_fake: 0.217 +(epoch: 57, iters: 34504, time: 0.304, data: 0.018) G_GAN: 4.640 G_L1: 5.327 D_real: 0.111 D_fake: 0.017 +(epoch: 57, iters: 34604, time: 0.298, data: 0.019) G_GAN: 6.592 G_L1: 8.546 D_real: 0.002 D_fake: 0.006 +(epoch: 57, iters: 34704, time: 0.389, data: 0.018) G_GAN: 2.982 G_L1: 2.345 D_real: 0.194 D_fake: 0.093 +(epoch: 57, iters: 34804, time: 0.299, data: 0.020) G_GAN: 4.126 G_L1: 4.078 D_real: 0.046 D_fake: 0.101 +(epoch: 57, iters: 34904, time: 0.303, data: 0.018) G_GAN: 5.751 G_L1: 2.374 D_real: 0.318 D_fake: 0.009 +(epoch: 57, iters: 35004, time: 0.295, data: 0.020) G_GAN: 3.248 G_L1: 4.053 D_real: 0.905 D_fake: 0.049 +(epoch: 57, iters: 35104, time: 0.593, data: 0.019) G_GAN: 4.158 G_L1: 4.482 D_real: 0.028 D_fake: 0.063 +(epoch: 57, iters: 35204, time: 0.304, data: 0.019) G_GAN: 4.860 G_L1: 3.850 D_real: 0.020 D_fake: 0.108 +(epoch: 57, iters: 35304, time: 0.300, data: 0.020) G_GAN: 6.579 G_L1: 4.963 D_real: 0.026 D_fake: 0.173 +(epoch: 57, iters: 35404, time: 0.307, data: 0.019) G_GAN: 4.600 G_L1: 2.120 D_real: 0.009 D_fake: 0.126 +(epoch: 57, iters: 35504, time: 0.410, data: 0.019) G_GAN: 6.703 G_L1: 3.523 D_real: 0.132 D_fake: 0.614 +(epoch: 57, iters: 35604, time: 0.303, data: 0.019) G_GAN: 7.577 G_L1: 4.215 D_real: 0.001 D_fake: 0.005 +(epoch: 57, iters: 35704, time: 0.301, data: 0.019) G_GAN: 5.499 G_L1: 3.196 D_real: 0.004 D_fake: 0.013 +(epoch: 57, iters: 35804, time: 0.298, data: 0.020) G_GAN: 6.401 G_L1: 5.721 D_real: 0.000 D_fake: 0.027 +(epoch: 57, iters: 35904, time: 0.420, data: 0.019) G_GAN: 6.927 G_L1: 5.217 D_real: 0.006 D_fake: 0.010 +(epoch: 57, iters: 36004, time: 0.302, data: 0.019) G_GAN: 4.340 G_L1: 3.940 D_real: 0.001 D_fake: 0.142 +(epoch: 57, iters: 36104, time: 0.305, data: 0.019) G_GAN: 4.162 G_L1: 4.563 D_real: 0.053 D_fake: 0.064 +(epoch: 57, iters: 36204, time: 0.293, data: 0.020) G_GAN: 5.247 G_L1: 4.521 D_real: 0.002 D_fake: 0.024 +(epoch: 57, iters: 36304, time: 0.428, data: 0.018) G_GAN: 5.446 G_L1: 4.635 D_real: 0.000 D_fake: 0.006 +(epoch: 57, iters: 36404, time: 0.296, data: 0.019) G_GAN: 4.779 G_L1: 3.068 D_real: 0.213 D_fake: 0.062 +(epoch: 57, iters: 36504, time: 0.291, data: 0.020) G_GAN: 3.911 G_L1: 5.602 D_real: 0.001 D_fake: 0.032 +(epoch: 57, iters: 36604, time: 0.300, data: 0.017) G_GAN: 6.186 G_L1: 5.477 D_real: 0.002 D_fake: 0.011 +(epoch: 57, iters: 36704, time: 0.403, data: 0.019) G_GAN: 5.563 G_L1: 3.641 D_real: 0.007 D_fake: 0.013 +(epoch: 57, iters: 36804, time: 0.302, data: 0.019) G_GAN: 4.189 G_L1: 3.607 D_real: 0.001 D_fake: 0.056 +(epoch: 57, iters: 36904, time: 0.304, data: 0.018) G_GAN: 5.400 G_L1: 4.605 D_real: 0.000 D_fake: 0.045 +(epoch: 57, iters: 37004, time: 0.300, data: 0.019) G_GAN: 3.815 G_L1: 4.819 D_real: 0.053 D_fake: 0.195 +(epoch: 57, iters: 37104, time: 0.596, data: 0.019) G_GAN: 5.275 G_L1: 9.084 D_real: 0.000 D_fake: 0.017 +(epoch: 57, iters: 37204, time: 0.302, data: 0.018) G_GAN: 3.193 G_L1: 4.752 D_real: 0.000 D_fake: 0.163 +(epoch: 57, iters: 37304, time: 0.302, data: 0.021) G_GAN: 4.012 G_L1: 4.191 D_real: 0.001 D_fake: 0.031 +(epoch: 57, iters: 37404, time: 0.305, data: 0.023) G_GAN: 6.004 G_L1: 4.475 D_real: 0.000 D_fake: 0.008 +(epoch: 57, iters: 37504, time: 0.423, data: 0.019) G_GAN: 3.612 G_L1: 6.873 D_real: 0.002 D_fake: 0.164 +(epoch: 57, iters: 37604, time: 0.291, data: 0.021) G_GAN: 3.678 G_L1: 3.001 D_real: 0.001 D_fake: 0.097 +(epoch: 57, iters: 37704, time: 0.297, data: 0.018) G_GAN: 3.520 G_L1: 3.658 D_real: 0.000 D_fake: 0.224 +(epoch: 57, iters: 37804, time: 0.303, data: 0.019) G_GAN: 3.426 G_L1: 2.339 D_real: 0.014 D_fake: 0.298 +(epoch: 57, iters: 37904, time: 0.425, data: 0.022) G_GAN: 3.323 G_L1: 3.680 D_real: 0.001 D_fake: 0.038 +(epoch: 57, iters: 38004, time: 0.300, data: 0.019) G_GAN: 5.306 G_L1: 4.281 D_real: 0.000 D_fake: 0.069 +(epoch: 57, iters: 38104, time: 0.297, data: 0.020) G_GAN: 7.921 G_L1: 8.671 D_real: 0.001 D_fake: 0.165 +(epoch: 57, iters: 38204, time: 0.304, data: 0.018) G_GAN: 3.024 G_L1: 3.078 D_real: 0.133 D_fake: 0.104 +(epoch: 57, iters: 38304, time: 0.411, data: 0.019) G_GAN: 5.014 G_L1: 3.493 D_real: 0.000 D_fake: 0.348 +(epoch: 57, iters: 38404, time: 0.300, data: 0.019) G_GAN: 4.965 G_L1: 5.273 D_real: 0.000 D_fake: 0.091 +(epoch: 57, iters: 38504, time: 0.302, data: 0.018) G_GAN: 4.712 G_L1: 4.763 D_real: 0.000 D_fake: 0.115 +(epoch: 57, iters: 38604, time: 0.306, data: 0.019) G_GAN: 5.861 G_L1: 3.630 D_real: 0.000 D_fake: 0.019 +(epoch: 57, iters: 38704, time: 0.389, data: 0.019) G_GAN: 4.642 G_L1: 4.471 D_real: 0.002 D_fake: 0.060 +(epoch: 57, iters: 38804, time: 0.306, data: 0.019) G_GAN: 3.226 G_L1: 3.452 D_real: 0.002 D_fake: 0.231 +(epoch: 57, iters: 38904, time: 0.298, data: 0.022) G_GAN: 6.057 G_L1: 4.856 D_real: 0.054 D_fake: 0.008 +(epoch: 57, iters: 39004, time: 0.299, data: 0.020) G_GAN: 4.925 G_L1: 4.224 D_real: 0.020 D_fake: 0.085 +(epoch: 57, iters: 39104, time: 0.615, data: 0.018) G_GAN: 5.338 G_L1: 5.174 D_real: 0.001 D_fake: 0.050 +(epoch: 57, iters: 39204, time: 0.304, data: 0.021) G_GAN: 4.896 G_L1: 4.160 D_real: 0.000 D_fake: 0.041 +(epoch: 57, iters: 39304, time: 0.299, data: 0.020) G_GAN: 4.824 G_L1: 4.329 D_real: 0.000 D_fake: 0.055 +(epoch: 57, iters: 39404, time: 0.294, data: 0.019) G_GAN: 7.147 G_L1: 4.628 D_real: 0.000 D_fake: 0.006 +(epoch: 57, iters: 39504, time: 0.419, data: 0.022) G_GAN: 5.011 G_L1: 3.489 D_real: 0.008 D_fake: 0.520 +(epoch: 57, iters: 39604, time: 0.298, data: 0.018) G_GAN: 4.180 G_L1: 5.256 D_real: 0.029 D_fake: 0.147 +(epoch: 57, iters: 39704, time: 0.285, data: 0.018) G_GAN: 2.642 G_L1: 3.466 D_real: 0.164 D_fake: 0.501 +(epoch: 57, iters: 39804, time: 0.299, data: 0.020) G_GAN: 5.043 G_L1: 4.847 D_real: 0.001 D_fake: 0.048 +(epoch: 57, iters: 39904, time: 0.430, data: 0.018) G_GAN: 3.950 G_L1: 10.989 D_real: 0.700 D_fake: 0.047 +(epoch: 57, iters: 40004, time: 0.294, data: 0.019) G_GAN: 2.350 G_L1: 3.012 D_real: 0.529 D_fake: 0.145 +(epoch: 57, iters: 40104, time: 0.301, data: 0.017) G_GAN: 3.481 G_L1: 2.971 D_real: 0.001 D_fake: 0.156 +(epoch: 57, iters: 40204, time: 0.300, data: 0.020) G_GAN: 4.999 G_L1: 5.782 D_real: 0.002 D_fake: 0.068 +(epoch: 57, iters: 40304, time: 0.402, data: 0.020) G_GAN: 2.718 G_L1: 4.745 D_real: 0.000 D_fake: 0.461 +(epoch: 57, iters: 40404, time: 0.300, data: 0.017) G_GAN: 3.337 G_L1: 4.963 D_real: 0.075 D_fake: 0.183 +(epoch: 57, iters: 40504, time: 0.293, data: 0.019) G_GAN: 5.023 G_L1: 5.390 D_real: 0.094 D_fake: 0.051 +(epoch: 57, iters: 40604, time: 0.301, data: 0.019) G_GAN: 4.300 G_L1: 3.992 D_real: 0.136 D_fake: 0.164 +(epoch: 57, iters: 40704, time: 0.413, data: 0.019) G_GAN: 4.927 G_L1: 6.199 D_real: 0.007 D_fake: 0.106 +(epoch: 57, iters: 40804, time: 0.304, data: 0.019) G_GAN: 3.692 G_L1: 3.915 D_real: 0.008 D_fake: 0.118 +(epoch: 57, iters: 40904, time: 0.302, data: 0.019) G_GAN: 3.856 G_L1: 4.696 D_real: 0.000 D_fake: 0.216 +(epoch: 57, iters: 41004, time: 0.305, data: 0.019) G_GAN: 7.084 G_L1: 3.568 D_real: 0.001 D_fake: 0.022 +(epoch: 57, iters: 41104, time: 0.585, data: 0.019) G_GAN: 3.461 G_L1: 3.319 D_real: 0.012 D_fake: 0.056 +(epoch: 57, iters: 41204, time: 0.303, data: 0.018) G_GAN: 6.638 G_L1: 3.976 D_real: 0.007 D_fake: 0.731 +(epoch: 57, iters: 41304, time: 0.302, data: 0.018) G_GAN: 4.607 G_L1: 7.459 D_real: 0.013 D_fake: 0.398 +(epoch: 57, iters: 41404, time: 0.297, data: 0.020) G_GAN: 5.012 G_L1: 4.554 D_real: 0.051 D_fake: 0.307 +(epoch: 57, iters: 41504, time: 0.418, data: 0.019) G_GAN: 4.921 G_L1: 7.431 D_real: 0.111 D_fake: 0.100 +(epoch: 57, iters: 41604, time: 0.296, data: 0.020) G_GAN: 3.910 G_L1: 4.562 D_real: 0.002 D_fake: 0.327 +(epoch: 57, iters: 41704, time: 0.298, data: 0.019) G_GAN: 3.079 G_L1: 2.311 D_real: 0.208 D_fake: 0.099 +(epoch: 57, iters: 41804, time: 0.294, data: 0.019) G_GAN: 3.353 G_L1: 4.935 D_real: 0.000 D_fake: 0.092 +(epoch: 57, iters: 41904, time: 0.418, data: 0.019) G_GAN: 3.588 G_L1: 4.470 D_real: 0.001 D_fake: 0.326 +(epoch: 57, iters: 42004, time: 0.301, data: 0.019) G_GAN: 4.472 G_L1: 4.294 D_real: 0.000 D_fake: 0.244 +(epoch: 57, iters: 42104, time: 0.305, data: 0.022) G_GAN: 3.514 G_L1: 6.971 D_real: 0.051 D_fake: 0.203 +(epoch: 57, iters: 42204, time: 0.294, data: 0.019) G_GAN: 7.345 G_L1: 9.550 D_real: 0.482 D_fake: 0.201 +(epoch: 57, iters: 42304, time: 0.419, data: 0.019) G_GAN: 3.834 G_L1: 2.637 D_real: 0.214 D_fake: 0.042 +(epoch: 57, iters: 42404, time: 0.300, data: 0.019) G_GAN: 5.641 G_L1: 3.512 D_real: 0.033 D_fake: 0.011 +(epoch: 57, iters: 42504, time: 0.304, data: 0.020) G_GAN: 5.062 G_L1: 3.590 D_real: 0.033 D_fake: 0.064 +(epoch: 57, iters: 42604, time: 0.286, data: 0.021) G_GAN: 5.817 G_L1: 6.545 D_real: 0.002 D_fake: 0.102 +(epoch: 57, iters: 42704, time: 0.394, data: 0.018) G_GAN: 4.293 G_L1: 3.837 D_real: 0.009 D_fake: 0.073 +(epoch: 57, iters: 42804, time: 0.302, data: 0.019) G_GAN: 4.539 G_L1: 2.937 D_real: 0.012 D_fake: 0.046 +(epoch: 57, iters: 42904, time: 0.293, data: 0.019) G_GAN: 5.109 G_L1: 4.598 D_real: 0.075 D_fake: 0.028 +(epoch: 57, iters: 43004, time: 0.302, data: 0.019) G_GAN: 7.059 G_L1: 4.918 D_real: 0.006 D_fake: 0.105 +(epoch: 57, iters: 43104, time: 0.542, data: 0.019) G_GAN: 4.116 G_L1: 3.180 D_real: 0.001 D_fake: 0.154 +(epoch: 57, iters: 43204, time: 0.305, data: 0.018) G_GAN: 6.502 G_L1: 5.473 D_real: 0.044 D_fake: 0.171 +(epoch: 57, iters: 43304, time: 0.302, data: 0.019) G_GAN: 5.272 G_L1: 8.048 D_real: 0.026 D_fake: 0.055 +(epoch: 57, iters: 43404, time: 0.304, data: 0.019) G_GAN: 3.745 G_L1: 4.297 D_real: 0.040 D_fake: 0.077 +(epoch: 57, iters: 43504, time: 0.412, data: 0.021) G_GAN: 4.226 G_L1: 6.394 D_real: 0.006 D_fake: 0.078 +(epoch: 57, iters: 43604, time: 0.300, data: 0.021) G_GAN: 3.503 G_L1: 5.280 D_real: 0.019 D_fake: 0.240 +(epoch: 57, iters: 43704, time: 0.303, data: 0.021) G_GAN: 4.021 G_L1: 3.835 D_real: 0.133 D_fake: 0.021 +(epoch: 57, iters: 43804, time: 0.304, data: 0.022) G_GAN: 5.526 G_L1: 4.562 D_real: 0.050 D_fake: 0.032 +(epoch: 57, iters: 43904, time: 0.394, data: 0.019) G_GAN: 6.831 G_L1: 6.472 D_real: 0.006 D_fake: 0.005 +(epoch: 57, iters: 44004, time: 0.302, data: 0.019) G_GAN: 4.313 G_L1: 3.802 D_real: 0.232 D_fake: 0.040 +(epoch: 57, iters: 44104, time: 0.298, data: 0.020) G_GAN: 5.954 G_L1: 3.244 D_real: 0.080 D_fake: 0.018 +(epoch: 57, iters: 44204, time: 0.294, data: 0.019) G_GAN: 5.942 G_L1: 5.291 D_real: 0.036 D_fake: 0.033 +(epoch: 57, iters: 44304, time: 0.410, data: 0.022) G_GAN: 3.605 G_L1: 4.155 D_real: 0.345 D_fake: 0.013 +(epoch: 57, iters: 44404, time: 0.301, data: 0.019) G_GAN: 8.786 G_L1: 6.112 D_real: 0.129 D_fake: 0.028 +(epoch: 57, iters: 44504, time: 0.298, data: 0.018) G_GAN: 6.370 G_L1: 4.719 D_real: 0.039 D_fake: 0.008 +(epoch: 57, iters: 44604, time: 0.297, data: 0.018) G_GAN: 4.604 G_L1: 6.859 D_real: 0.030 D_fake: 0.043 +(epoch: 57, iters: 44704, time: 0.403, data: 0.018) G_GAN: 5.456 G_L1: 4.629 D_real: 0.001 D_fake: 0.088 +(epoch: 57, iters: 44804, time: 0.297, data: 0.017) G_GAN: 6.662 G_L1: 8.768 D_real: 0.000 D_fake: 0.014 +(epoch: 57, iters: 44904, time: 0.289, data: 0.018) G_GAN: 4.879 G_L1: 4.374 D_real: 0.007 D_fake: 0.032 +(epoch: 57, iters: 45004, time: 0.298, data: 0.019) G_GAN: 5.295 G_L1: 8.009 D_real: 0.000 D_fake: 0.058 +(epoch: 57, iters: 45104, time: 0.597, data: 0.019) G_GAN: 6.591 G_L1: 3.868 D_real: 0.012 D_fake: 0.050 +(epoch: 57, iters: 45204, time: 0.295, data: 0.020) G_GAN: 6.678 G_L1: 4.520 D_real: 0.177 D_fake: 0.016 +(epoch: 57, iters: 45304, time: 0.296, data: 0.020) G_GAN: 6.561 G_L1: 8.378 D_real: 0.000 D_fake: 0.140 +(epoch: 57, iters: 45404, time: 0.302, data: 0.019) G_GAN: 7.142 G_L1: 5.134 D_real: 0.014 D_fake: 0.040 +(epoch: 57, iters: 45504, time: 0.418, data: 0.019) G_GAN: 5.027 G_L1: 4.202 D_real: 0.037 D_fake: 0.057 +(epoch: 57, iters: 45604, time: 0.285, data: 0.018) G_GAN: 4.335 G_L1: 3.880 D_real: 0.065 D_fake: 0.038 +(epoch: 57, iters: 45704, time: 0.287, data: 0.019) G_GAN: 4.584 G_L1: 5.223 D_real: 0.007 D_fake: 0.039 +(epoch: 57, iters: 45804, time: 0.299, data: 0.016) G_GAN: 6.043 G_L1: 4.322 D_real: 0.004 D_fake: 0.023 +(epoch: 57, iters: 45904, time: 0.417, data: 0.018) G_GAN: 4.220 G_L1: 4.125 D_real: 0.025 D_fake: 0.045 +(epoch: 57, iters: 46004, time: 0.281, data: 0.019) G_GAN: 8.134 G_L1: 4.279 D_real: 0.018 D_fake: 0.005 +(epoch: 57, iters: 46104, time: 0.302, data: 0.018) G_GAN: 5.808 G_L1: 3.491 D_real: 0.073 D_fake: 0.023 +(epoch: 57, iters: 46204, time: 0.299, data: 0.019) G_GAN: 3.794 G_L1: 3.192 D_real: 0.260 D_fake: 0.051 +(epoch: 57, iters: 46304, time: 0.408, data: 0.018) G_GAN: 5.034 G_L1: 6.352 D_real: 0.001 D_fake: 0.021 +(epoch: 57, iters: 46404, time: 0.297, data: 0.018) G_GAN: 5.164 G_L1: 3.360 D_real: 0.000 D_fake: 0.025 +(epoch: 57, iters: 46504, time: 0.294, data: 0.018) G_GAN: 6.306 G_L1: 5.670 D_real: 0.030 D_fake: 0.016 +(epoch: 57, iters: 46604, time: 0.294, data: 0.018) G_GAN: 3.599 G_L1: 3.991 D_real: 0.214 D_fake: 0.065 +(epoch: 57, iters: 46704, time: 0.379, data: 0.018) G_GAN: 4.985 G_L1: 3.921 D_real: 0.073 D_fake: 0.206 +(epoch: 57, iters: 46804, time: 0.291, data: 0.019) G_GAN: 4.265 G_L1: 3.763 D_real: 0.047 D_fake: 0.114 +(epoch: 57, iters: 46904, time: 0.280, data: 0.017) G_GAN: 4.049 G_L1: 4.693 D_real: 0.002 D_fake: 0.030 +(epoch: 57, iters: 47004, time: 0.298, data: 0.019) G_GAN: 4.600 G_L1: 3.844 D_real: 0.014 D_fake: 0.093 +(epoch: 57, iters: 47104, time: 0.586, data: 0.018) G_GAN: 4.370 G_L1: 5.250 D_real: 0.005 D_fake: 0.096 +(epoch: 57, iters: 47204, time: 0.299, data: 0.018) G_GAN: 5.203 G_L1: 4.722 D_real: 0.051 D_fake: 0.040 +(epoch: 57, iters: 47304, time: 0.291, data: 0.019) G_GAN: 4.437 G_L1: 2.889 D_real: 0.555 D_fake: 0.043 +(epoch: 57, iters: 47404, time: 0.303, data: 0.018) G_GAN: 5.938 G_L1: 6.977 D_real: 0.001 D_fake: 0.017 +(epoch: 57, iters: 47504, time: 0.414, data: 0.019) G_GAN: 6.220 G_L1: 4.569 D_real: 0.006 D_fake: 0.215 +(epoch: 57, iters: 47604, time: 0.297, data: 0.018) G_GAN: 6.321 G_L1: 6.045 D_real: 0.016 D_fake: 0.032 +(epoch: 57, iters: 47704, time: 0.289, data: 0.018) G_GAN: 4.188 G_L1: 4.937 D_real: 0.002 D_fake: 0.105 +(epoch: 57, iters: 47804, time: 0.291, data: 0.019) G_GAN: 5.173 G_L1: 3.023 D_real: 0.099 D_fake: 0.573 +(epoch: 57, iters: 47904, time: 0.380, data: 0.017) G_GAN: 4.880 G_L1: 5.026 D_real: 0.004 D_fake: 0.083 +(epoch: 57, iters: 48004, time: 0.295, data: 0.018) G_GAN: 4.254 G_L1: 3.549 D_real: 0.656 D_fake: 0.090 +(epoch: 57, iters: 48104, time: 0.295, data: 0.018) G_GAN: 7.829 G_L1: 8.226 D_real: 0.052 D_fake: 0.007 +(epoch: 57, iters: 48204, time: 0.278, data: 0.018) G_GAN: 3.934 G_L1: 3.234 D_real: 0.009 D_fake: 0.187 +(epoch: 57, iters: 48304, time: 0.408, data: 0.017) G_GAN: 5.672 G_L1: 3.169 D_real: 0.010 D_fake: 0.022 +(epoch: 57, iters: 48404, time: 0.297, data: 0.019) G_GAN: 5.852 G_L1: 3.186 D_real: 0.001 D_fake: 0.019 +(epoch: 57, iters: 48504, time: 0.294, data: 0.021) G_GAN: 4.515 G_L1: 2.825 D_real: 0.000 D_fake: 0.032 +(epoch: 57, iters: 48604, time: 0.291, data: 0.019) G_GAN: 3.703 G_L1: 2.993 D_real: 0.085 D_fake: 0.083 +(epoch: 57, iters: 48704, time: 0.409, data: 0.018) G_GAN: 4.292 G_L1: 6.221 D_real: 0.130 D_fake: 0.108 +(epoch: 57, iters: 48804, time: 0.287, data: 0.018) G_GAN: 5.683 G_L1: 4.269 D_real: 0.001 D_fake: 0.033 +(epoch: 57, iters: 48904, time: 0.298, data: 0.019) G_GAN: 4.843 G_L1: 5.293 D_real: 0.011 D_fake: 0.134 +(epoch: 57, iters: 49004, time: 0.295, data: 0.019) G_GAN: 5.173 G_L1: 2.155 D_real: 0.059 D_fake: 0.095 +(epoch: 57, iters: 49104, time: 0.603, data: 0.020) G_GAN: 7.041 G_L1: 4.659 D_real: 0.056 D_fake: 0.012 +(epoch: 57, iters: 49204, time: 0.287, data: 0.019) G_GAN: 6.443 G_L1: 3.431 D_real: 0.012 D_fake: 0.007 +(epoch: 57, iters: 49304, time: 0.292, data: 0.016) G_GAN: 2.930 G_L1: 3.582 D_real: 0.470 D_fake: 0.025 +(epoch: 57, iters: 49404, time: 0.301, data: 0.018) G_GAN: 3.119 G_L1: 3.361 D_real: 0.242 D_fake: 0.133 +(epoch: 57, iters: 49504, time: 0.407, data: 0.021) G_GAN: 4.410 G_L1: 5.865 D_real: 0.008 D_fake: 0.076 +(epoch: 57, iters: 49604, time: 0.303, data: 0.020) G_GAN: 7.106 G_L1: 6.531 D_real: 0.000 D_fake: 0.009 +(epoch: 57, iters: 49704, time: 0.292, data: 0.019) G_GAN: 5.544 G_L1: 4.830 D_real: 0.005 D_fake: 0.018 +(epoch: 57, iters: 49804, time: 0.302, data: 0.021) G_GAN: 5.438 G_L1: 5.222 D_real: 0.001 D_fake: 0.042 +(epoch: 57, iters: 49904, time: 0.388, data: 0.020) G_GAN: 4.844 G_L1: 2.950 D_real: 0.024 D_fake: 0.035 +(epoch: 57, iters: 50004, time: 0.295, data: 0.017) G_GAN: 4.278 G_L1: 4.056 D_real: 0.043 D_fake: 0.083 +(epoch: 57, iters: 50104, time: 0.297, data: 0.019) G_GAN: 7.433 G_L1: 4.765 D_real: 0.022 D_fake: 0.013 +(epoch: 57, iters: 50204, time: 0.303, data: 0.018) G_GAN: 4.602 G_L1: 4.080 D_real: 0.043 D_fake: 0.066 +(epoch: 57, iters: 50304, time: 0.421, data: 0.018) G_GAN: 5.018 G_L1: 3.844 D_real: 0.035 D_fake: 0.036 +(epoch: 57, iters: 50404, time: 0.300, data: 0.019) G_GAN: 5.011 G_L1: 3.360 D_real: 0.041 D_fake: 0.026 +(epoch: 57, iters: 50504, time: 0.304, data: 0.021) G_GAN: 2.442 G_L1: 2.934 D_real: 0.493 D_fake: 0.039 +(epoch: 57, iters: 50604, time: 0.309, data: 0.022) G_GAN: 5.160 G_L1: 4.265 D_real: 0.124 D_fake: 0.026 +(epoch: 57, iters: 50704, time: 0.416, data: 0.019) G_GAN: 8.253 G_L1: 5.378 D_real: 0.046 D_fake: 0.002 +(epoch: 57, iters: 50804, time: 0.303, data: 0.019) G_GAN: 4.220 G_L1: 3.569 D_real: 0.010 D_fake: 0.133 +(epoch: 57, iters: 50904, time: 0.294, data: 0.021) G_GAN: 4.817 G_L1: 2.986 D_real: 0.055 D_fake: 0.034 +(epoch: 57, iters: 51004, time: 0.302, data: 0.020) G_GAN: 3.708 G_L1: 3.319 D_real: 0.025 D_fake: 0.094 +(epoch: 57, iters: 51104, time: 0.581, data: 0.018) G_GAN: 4.013 G_L1: 3.265 D_real: 0.195 D_fake: 0.016 +(epoch: 57, iters: 51204, time: 0.297, data: 0.019) G_GAN: 3.537 G_L1: 4.663 D_real: 0.005 D_fake: 0.093 +(epoch: 57, iters: 51304, time: 0.294, data: 0.017) G_GAN: 4.259 G_L1: 4.758 D_real: 0.390 D_fake: 0.045 +(epoch: 57, iters: 51404, time: 0.309, data: 0.018) G_GAN: 4.675 G_L1: 3.041 D_real: 0.056 D_fake: 0.030 +(epoch: 57, iters: 51504, time: 0.421, data: 0.019) G_GAN: 4.327 G_L1: 3.742 D_real: 0.001 D_fake: 0.057 +(epoch: 57, iters: 51604, time: 0.300, data: 0.019) G_GAN: 5.634 G_L1: 12.012 D_real: 0.000 D_fake: 0.037 +(epoch: 57, iters: 51704, time: 0.288, data: 0.019) G_GAN: 4.235 G_L1: 3.901 D_real: 0.002 D_fake: 0.336 +(epoch: 57, iters: 51804, time: 0.303, data: 0.020) G_GAN: 5.671 G_L1: 3.293 D_real: 0.000 D_fake: 0.018 +(epoch: 57, iters: 51904, time: 0.414, data: 0.019) G_GAN: 3.867 G_L1: 2.164 D_real: 0.128 D_fake: 0.116 +(epoch: 57, iters: 52004, time: 0.296, data: 0.018) G_GAN: 6.765 G_L1: 4.097 D_real: 0.550 D_fake: 0.003 +(epoch: 57, iters: 52104, time: 0.304, data: 0.020) G_GAN: 4.106 G_L1: 3.452 D_real: 0.020 D_fake: 0.150 +(epoch: 57, iters: 52204, time: 0.284, data: 0.019) G_GAN: 5.264 G_L1: 3.440 D_real: 0.009 D_fake: 0.131 +(epoch: 57, iters: 52304, time: 0.413, data: 0.017) G_GAN: 5.722 G_L1: 8.559 D_real: 0.005 D_fake: 0.063 +(epoch: 57, iters: 52404, time: 0.298, data: 0.018) G_GAN: 6.047 G_L1: 5.659 D_real: 0.008 D_fake: 0.013 +(epoch: 57, iters: 52504, time: 0.298, data: 0.020) G_GAN: 5.199 G_L1: 4.593 D_real: 0.006 D_fake: 0.054 +(epoch: 57, iters: 52604, time: 0.302, data: 0.020) G_GAN: 4.506 G_L1: 4.348 D_real: 0.001 D_fake: 0.077 +(epoch: 57, iters: 52704, time: 0.389, data: 0.020) G_GAN: 5.029 G_L1: 5.071 D_real: 0.002 D_fake: 0.060 +(epoch: 57, iters: 52804, time: 0.303, data: 0.019) G_GAN: 7.277 G_L1: 5.562 D_real: 0.000 D_fake: 0.020 +(epoch: 57, iters: 52904, time: 0.303, data: 0.019) G_GAN: 7.890 G_L1: 4.352 D_real: 0.007 D_fake: 0.011 +(epoch: 57, iters: 53004, time: 0.289, data: 0.018) G_GAN: 4.859 G_L1: 6.244 D_real: 0.005 D_fake: 0.166 +(epoch: 57, iters: 53104, time: 0.598, data: 0.018) G_GAN: 5.884 G_L1: 4.524 D_real: 0.132 D_fake: 0.591 +(epoch: 57, iters: 53204, time: 0.295, data: 0.019) G_GAN: 5.135 G_L1: 3.492 D_real: 0.066 D_fake: 0.026 +(epoch: 57, iters: 53304, time: 0.303, data: 0.019) G_GAN: 6.800 G_L1: 4.118 D_real: 0.018 D_fake: 0.199 +(epoch: 57, iters: 53404, time: 0.300, data: 0.019) G_GAN: 4.122 G_L1: 3.540 D_real: 0.885 D_fake: 0.011 +(epoch: 57, iters: 53504, time: 0.394, data: 0.018) G_GAN: 4.574 G_L1: 3.029 D_real: 0.022 D_fake: 0.106 +(epoch: 57, iters: 53604, time: 0.298, data: 0.020) G_GAN: 4.181 G_L1: 3.425 D_real: 0.010 D_fake: 0.199 +(epoch: 57, iters: 53704, time: 0.297, data: 0.024) G_GAN: 4.703 G_L1: 5.407 D_real: 0.126 D_fake: 0.337 +(epoch: 57, iters: 53804, time: 0.304, data: 0.031) G_GAN: 4.693 G_L1: 4.068 D_real: 0.001 D_fake: 0.113 +(epoch: 57, iters: 53904, time: 0.413, data: 0.020) G_GAN: 3.217 G_L1: 3.481 D_real: 0.336 D_fake: 0.112 +(epoch: 57, iters: 54004, time: 0.306, data: 0.018) G_GAN: 4.587 G_L1: 3.669 D_real: 0.005 D_fake: 0.096 +(epoch: 57, iters: 54104, time: 0.299, data: 0.018) G_GAN: 5.257 G_L1: 3.124 D_real: 0.007 D_fake: 0.047 +(epoch: 57, iters: 54204, time: 0.289, data: 0.019) G_GAN: 3.550 G_L1: 2.850 D_real: 0.197 D_fake: 0.170 +(epoch: 57, iters: 54304, time: 0.418, data: 0.019) G_GAN: 5.491 G_L1: 4.986 D_real: 0.056 D_fake: 0.044 +(epoch: 57, iters: 54404, time: 0.297, data: 0.020) G_GAN: 3.937 G_L1: 3.224 D_real: 0.192 D_fake: 0.072 +(epoch: 57, iters: 54504, time: 0.308, data: 0.020) G_GAN: 4.825 G_L1: 3.717 D_real: 0.059 D_fake: 0.215 +(epoch: 57, iters: 54604, time: 0.304, data: 0.020) G_GAN: 2.328 G_L1: 3.544 D_real: 0.754 D_fake: 0.063 +(epoch: 57, iters: 54704, time: 0.406, data: 0.019) G_GAN: 4.527 G_L1: 3.983 D_real: 0.278 D_fake: 0.022 +(epoch: 57, iters: 54804, time: 0.298, data: 0.019) G_GAN: 4.134 G_L1: 3.743 D_real: 0.004 D_fake: 0.044 +(epoch: 57, iters: 54904, time: 0.306, data: 0.018) G_GAN: 4.609 G_L1: 3.359 D_real: 0.051 D_fake: 0.076 +(epoch: 57, iters: 55004, time: 0.297, data: 0.020) G_GAN: 5.311 G_L1: 5.031 D_real: 0.000 D_fake: 0.058 +(epoch: 57, iters: 55104, time: 0.601, data: 0.020) G_GAN: 6.273 G_L1: 3.877 D_real: 0.018 D_fake: 0.075 +(epoch: 57, iters: 55204, time: 0.306, data: 0.019) G_GAN: 4.999 G_L1: 5.102 D_real: 0.000 D_fake: 0.115 +(epoch: 57, iters: 55304, time: 0.306, data: 0.020) G_GAN: 4.605 G_L1: 4.911 D_real: 0.009 D_fake: 0.078 +(epoch: 57, iters: 55404, time: 0.303, data: 0.020) G_GAN: 4.124 G_L1: 4.106 D_real: 0.003 D_fake: 0.263 +(epoch: 57, iters: 55504, time: 0.404, data: 0.018) G_GAN: 3.649 G_L1: 3.680 D_real: 0.038 D_fake: 0.174 +(epoch: 57, iters: 55604, time: 0.301, data: 0.019) G_GAN: 6.052 G_L1: 3.366 D_real: 0.004 D_fake: 0.014 +(epoch: 57, iters: 55704, time: 0.303, data: 0.019) G_GAN: 3.810 G_L1: 3.684 D_real: 0.104 D_fake: 0.116 +(epoch: 57, iters: 55804, time: 0.308, data: 0.019) G_GAN: 4.539 G_L1: 3.842 D_real: 0.010 D_fake: 0.145 +(epoch: 57, iters: 55904, time: 0.410, data: 0.022) G_GAN: 4.885 G_L1: 5.303 D_real: 0.443 D_fake: 0.033 +(epoch: 57, iters: 56004, time: 0.303, data: 0.020) G_GAN: 4.885 G_L1: 4.715 D_real: 0.001 D_fake: 0.040 +(epoch: 57, iters: 56104, time: 0.305, data: 0.018) G_GAN: 5.229 G_L1: 4.498 D_real: 0.002 D_fake: 0.037 +(epoch: 57, iters: 56204, time: 0.295, data: 0.020) G_GAN: 4.980 G_L1: 4.513 D_real: 0.075 D_fake: 0.091 +(epoch: 57, iters: 56304, time: 0.413, data: 0.019) G_GAN: 3.746 G_L1: 5.146 D_real: 0.113 D_fake: 0.054 +(epoch: 57, iters: 56404, time: 0.298, data: 0.019) G_GAN: 3.822 G_L1: 3.072 D_real: 0.080 D_fake: 0.073 +(epoch: 57, iters: 56504, time: 0.300, data: 0.019) G_GAN: 4.941 G_L1: 5.112 D_real: 0.121 D_fake: 0.097 +(epoch: 57, iters: 56604, time: 0.303, data: 0.021) G_GAN: 6.690 G_L1: 4.162 D_real: 0.010 D_fake: 0.017 +(epoch: 57, iters: 56704, time: 0.370, data: 0.019) G_GAN: 4.069 G_L1: 3.226 D_real: 0.005 D_fake: 0.105 +(epoch: 57, iters: 56804, time: 0.298, data: 0.018) G_GAN: 5.543 G_L1: 3.832 D_real: 0.011 D_fake: 0.018 +(epoch: 57, iters: 56904, time: 0.299, data: 0.022) G_GAN: 3.725 G_L1: 4.246 D_real: 0.082 D_fake: 0.068 +(epoch: 57, iters: 57004, time: 0.306, data: 0.019) G_GAN: 5.953 G_L1: 4.093 D_real: 0.030 D_fake: 0.040 +(epoch: 57, iters: 57104, time: 0.572, data: 0.019) G_GAN: 4.479 G_L1: 2.825 D_real: 0.224 D_fake: 0.022 +(epoch: 57, iters: 57204, time: 0.298, data: 0.022) G_GAN: 5.929 G_L1: 6.273 D_real: 0.092 D_fake: 0.033 +(epoch: 57, iters: 57304, time: 0.304, data: 0.022) G_GAN: 3.526 G_L1: 3.346 D_real: 0.000 D_fake: 0.088 +(epoch: 57, iters: 57404, time: 0.304, data: 0.020) G_GAN: 7.776 G_L1: 6.489 D_real: 0.097 D_fake: 0.001 +(epoch: 57, iters: 57504, time: 0.409, data: 0.019) G_GAN: 5.515 G_L1: 3.697 D_real: 0.006 D_fake: 0.075 +(epoch: 57, iters: 57604, time: 0.303, data: 0.018) G_GAN: 6.432 G_L1: 4.551 D_real: 0.091 D_fake: 0.048 +(epoch: 57, iters: 57704, time: 0.305, data: 0.020) G_GAN: 3.706 G_L1: 2.641 D_real: 0.179 D_fake: 0.166 +(epoch: 57, iters: 57804, time: 0.289, data: 0.020) G_GAN: 5.979 G_L1: 5.523 D_real: 0.064 D_fake: 0.136 +(epoch: 57, iters: 57904, time: 0.415, data: 0.019) G_GAN: 10.106 G_L1: 4.745 D_real: 0.014 D_fake: 0.474 +(epoch: 57, iters: 58004, time: 0.292, data: 0.021) G_GAN: 5.330 G_L1: 3.852 D_real: 0.113 D_fake: 0.013 +(epoch: 57, iters: 58104, time: 0.303, data: 0.017) G_GAN: 3.905 G_L1: 2.884 D_real: 0.224 D_fake: 0.061 +(epoch: 57, iters: 58204, time: 0.305, data: 0.019) G_GAN: 7.908 G_L1: 4.141 D_real: 0.010 D_fake: 0.005 +(epoch: 57, iters: 58304, time: 0.425, data: 0.021) G_GAN: 5.820 G_L1: 3.554 D_real: 0.028 D_fake: 0.011 +(epoch: 57, iters: 58404, time: 0.296, data: 0.019) G_GAN: 5.211 G_L1: 7.175 D_real: 0.008 D_fake: 0.033 +(epoch: 57, iters: 58504, time: 0.299, data: 0.019) G_GAN: 4.601 G_L1: 3.472 D_real: 0.004 D_fake: 0.032 +(epoch: 57, iters: 58604, time: 0.308, data: 0.022) G_GAN: 5.522 G_L1: 3.587 D_real: 0.087 D_fake: 0.038 +(epoch: 57, iters: 58704, time: 0.397, data: 0.019) G_GAN: 3.769 G_L1: 2.990 D_real: 0.027 D_fake: 0.759 +(epoch: 57, iters: 58804, time: 0.304, data: 0.019) G_GAN: 5.156 G_L1: 3.700 D_real: 0.044 D_fake: 0.021 +(epoch: 57, iters: 58904, time: 0.297, data: 0.022) G_GAN: 5.263 G_L1: 6.030 D_real: 0.001 D_fake: 0.037 +(epoch: 57, iters: 59004, time: 0.297, data: 0.018) G_GAN: 4.909 G_L1: 7.836 D_real: 0.001 D_fake: 0.028 +(epoch: 57, iters: 59104, time: 0.538, data: 0.020) G_GAN: 5.081 G_L1: 3.427 D_real: 1.005 D_fake: 0.012 +(epoch: 57, iters: 59204, time: 0.299, data: 0.019) G_GAN: 5.294 G_L1: 4.253 D_real: 0.021 D_fake: 0.049 +(epoch: 57, iters: 59304, time: 0.303, data: 0.019) G_GAN: 6.956 G_L1: 5.297 D_real: 0.010 D_fake: 0.004 +(epoch: 57, iters: 59404, time: 0.293, data: 0.018) G_GAN: 4.223 G_L1: 4.170 D_real: 0.158 D_fake: 0.034 +(epoch: 57, iters: 59504, time: 0.418, data: 0.017) G_GAN: 5.585 G_L1: 7.026 D_real: 0.001 D_fake: 0.029 +(epoch: 57, iters: 59604, time: 0.303, data: 0.018) G_GAN: 6.314 G_L1: 3.080 D_real: 0.004 D_fake: 0.058 +(epoch: 57, iters: 59704, time: 0.303, data: 0.020) G_GAN: 4.288 G_L1: 4.381 D_real: 0.184 D_fake: 0.156 +(epoch: 57, iters: 59804, time: 0.304, data: 0.018) G_GAN: 6.627 G_L1: 14.037 D_real: 0.000 D_fake: 0.017 +(epoch: 57, iters: 59904, time: 0.415, data: 0.020) G_GAN: 5.243 G_L1: 3.169 D_real: 0.009 D_fake: 0.030 +(epoch: 57, iters: 60004, time: 0.307, data: 0.018) G_GAN: 4.343 G_L1: 2.927 D_real: 0.003 D_fake: 0.100 +(epoch: 58, iters: 88, time: 0.304, data: 0.020) G_GAN: 5.548 G_L1: 3.954 D_real: 0.198 D_fake: 0.026 +(epoch: 58, iters: 188, time: 0.300, data: 0.021) G_GAN: 3.175 G_L1: 3.698 D_real: 0.201 D_fake: 0.198 +(epoch: 58, iters: 288, time: 0.547, data: 0.021) G_GAN: 5.197 G_L1: 3.816 D_real: 0.000 D_fake: 0.081 +(epoch: 58, iters: 388, time: 0.303, data: 0.019) G_GAN: 4.079 G_L1: 4.253 D_real: 0.126 D_fake: 0.072 +(epoch: 58, iters: 488, time: 0.299, data: 0.020) G_GAN: 5.961 G_L1: 3.896 D_real: 0.009 D_fake: 0.051 +(epoch: 58, iters: 588, time: 0.294, data: 0.021) G_GAN: 4.659 G_L1: 2.909 D_real: 0.201 D_fake: 0.096 +(epoch: 58, iters: 688, time: 0.384, data: 0.020) G_GAN: 5.491 G_L1: 4.280 D_real: 0.000 D_fake: 0.059 +(epoch: 58, iters: 788, time: 0.296, data: 0.020) G_GAN: 5.763 G_L1: 4.393 D_real: 0.416 D_fake: 0.002 +(epoch: 58, iters: 888, time: 0.303, data: 0.020) G_GAN: 8.343 G_L1: 3.528 D_real: 0.021 D_fake: 0.003 +(epoch: 58, iters: 988, time: 0.305, data: 0.020) G_GAN: 4.756 G_L1: 3.646 D_real: 0.519 D_fake: 0.016 +(epoch: 58, iters: 1088, time: 0.579, data: 0.020) G_GAN: 7.020 G_L1: 7.470 D_real: 0.000 D_fake: 0.011 +(epoch: 58, iters: 1188, time: 0.303, data: 0.019) G_GAN: 7.740 G_L1: 4.287 D_real: 0.076 D_fake: 0.003 +(epoch: 58, iters: 1288, time: 0.298, data: 0.019) G_GAN: 10.415 G_L1: 4.780 D_real: 0.004 D_fake: 0.002 +(epoch: 58, iters: 1388, time: 0.294, data: 0.019) G_GAN: 4.943 G_L1: 3.800 D_real: 0.052 D_fake: 0.036 +(epoch: 58, iters: 1488, time: 0.384, data: 0.019) G_GAN: 6.082 G_L1: 3.667 D_real: 0.002 D_fake: 0.010 +(epoch: 58, iters: 1588, time: 0.302, data: 0.021) G_GAN: 5.573 G_L1: 3.738 D_real: 0.045 D_fake: 0.041 +(epoch: 58, iters: 1688, time: 0.302, data: 0.019) G_GAN: 5.176 G_L1: 3.531 D_real: 0.005 D_fake: 0.039 +(epoch: 58, iters: 1788, time: 0.298, data: 0.020) G_GAN: 5.922 G_L1: 3.396 D_real: 0.027 D_fake: 0.077 +(epoch: 58, iters: 1888, time: 0.410, data: 0.020) G_GAN: 4.741 G_L1: 2.809 D_real: 0.009 D_fake: 0.037 +(epoch: 58, iters: 1988, time: 0.300, data: 0.019) G_GAN: 3.867 G_L1: 2.342 D_real: 0.070 D_fake: 0.102 +(epoch: 58, iters: 2088, time: 0.296, data: 0.021) G_GAN: 3.294 G_L1: 2.830 D_real: 0.094 D_fake: 0.131 +(epoch: 58, iters: 2188, time: 0.302, data: 0.019) G_GAN: 6.714 G_L1: 7.342 D_real: 0.005 D_fake: 0.013 +(epoch: 58, iters: 2288, time: 0.422, data: 0.020) G_GAN: 6.142 G_L1: 5.731 D_real: 0.012 D_fake: 0.047 +(epoch: 58, iters: 2388, time: 0.297, data: 0.020) G_GAN: 6.056 G_L1: 3.620 D_real: 0.028 D_fake: 0.015 +(epoch: 58, iters: 2488, time: 0.294, data: 0.020) G_GAN: 5.599 G_L1: 5.326 D_real: 0.000 D_fake: 0.174 +(epoch: 58, iters: 2588, time: 0.294, data: 0.020) G_GAN: 3.923 G_L1: 5.283 D_real: 0.134 D_fake: 0.050 +(epoch: 58, iters: 2688, time: 0.403, data: 0.019) G_GAN: 5.983 G_L1: 3.569 D_real: 0.001 D_fake: 0.149 +(epoch: 58, iters: 2788, time: 0.301, data: 0.019) G_GAN: 6.060 G_L1: 4.642 D_real: 0.023 D_fake: 0.038 +(epoch: 58, iters: 2888, time: 0.306, data: 0.023) G_GAN: 5.672 G_L1: 4.880 D_real: 0.122 D_fake: 0.015 +(epoch: 58, iters: 2988, time: 0.300, data: 0.020) G_GAN: 5.355 G_L1: 3.020 D_real: 0.019 D_fake: 0.105 +(epoch: 58, iters: 3088, time: 0.597, data: 0.019) G_GAN: 5.665 G_L1: 3.304 D_real: 0.080 D_fake: 0.045 +(epoch: 58, iters: 3188, time: 0.292, data: 0.019) G_GAN: 7.276 G_L1: 4.634 D_real: 0.015 D_fake: 0.008 +(epoch: 58, iters: 3288, time: 0.303, data: 0.020) G_GAN: 4.984 G_L1: 3.741 D_real: 0.002 D_fake: 0.144 +(epoch: 58, iters: 3388, time: 0.301, data: 0.020) G_GAN: 6.706 G_L1: 8.276 D_real: 0.331 D_fake: 0.055 +(epoch: 58, iters: 3488, time: 0.411, data: 0.019) G_GAN: 5.362 G_L1: 3.586 D_real: 0.028 D_fake: 0.031 +(epoch: 58, iters: 3588, time: 0.306, data: 0.020) G_GAN: 4.225 G_L1: 3.106 D_real: 0.050 D_fake: 0.033 +(epoch: 58, iters: 3688, time: 0.287, data: 0.019) G_GAN: 7.192 G_L1: 3.896 D_real: 0.000 D_fake: 0.009 +(epoch: 58, iters: 3788, time: 0.295, data: 0.018) G_GAN: 6.316 G_L1: 2.443 D_real: 0.138 D_fake: 0.184 +(epoch: 58, iters: 3888, time: 0.412, data: 0.018) G_GAN: 5.959 G_L1: 4.110 D_real: 0.023 D_fake: 0.042 +(epoch: 58, iters: 3988, time: 0.305, data: 0.020) G_GAN: 6.310 G_L1: 4.500 D_real: 0.004 D_fake: 0.078 +(epoch: 58, iters: 4088, time: 0.298, data: 0.019) G_GAN: 3.433 G_L1: 2.742 D_real: 0.353 D_fake: 0.023 +(epoch: 58, iters: 4188, time: 0.308, data: 0.021) G_GAN: 2.263 G_L1: 2.766 D_real: 0.355 D_fake: 0.083 +(epoch: 58, iters: 4288, time: 0.397, data: 0.019) G_GAN: 5.394 G_L1: 5.033 D_real: 0.004 D_fake: 0.032 +(epoch: 58, iters: 4388, time: 0.295, data: 0.017) G_GAN: 7.408 G_L1: 4.458 D_real: 0.008 D_fake: 0.041 +(epoch: 58, iters: 4488, time: 0.298, data: 0.019) G_GAN: 4.473 G_L1: 4.291 D_real: 0.313 D_fake: 0.018 +(epoch: 58, iters: 4588, time: 0.299, data: 0.018) G_GAN: 5.994 G_L1: 4.139 D_real: 0.065 D_fake: 0.019 +(epoch: 58, iters: 4688, time: 0.403, data: 0.018) G_GAN: 5.808 G_L1: 3.703 D_real: 0.091 D_fake: 0.029 +(epoch: 58, iters: 4788, time: 0.303, data: 0.019) G_GAN: 4.118 G_L1: 4.184 D_real: 0.000 D_fake: 0.068 +(epoch: 58, iters: 4888, time: 0.298, data: 0.019) G_GAN: 5.435 G_L1: 2.267 D_real: 0.072 D_fake: 0.057 +(epoch: 58, iters: 4988, time: 0.297, data: 0.018) G_GAN: 4.645 G_L1: 4.417 D_real: 0.262 D_fake: 0.045 +(epoch: 58, iters: 5088, time: 0.581, data: 0.018) G_GAN: 5.828 G_L1: 4.278 D_real: 0.044 D_fake: 0.025 +(epoch: 58, iters: 5188, time: 0.295, data: 0.017) G_GAN: 4.077 G_L1: 6.841 D_real: 0.003 D_fake: 0.166 +(epoch: 58, iters: 5288, time: 0.292, data: 0.017) G_GAN: 7.137 G_L1: 5.655 D_real: 0.014 D_fake: 0.137 +(epoch: 58, iters: 5388, time: 0.303, data: 0.018) G_GAN: 4.476 G_L1: 3.406 D_real: 0.079 D_fake: 0.093 +(epoch: 58, iters: 5488, time: 0.404, data: 0.018) G_GAN: 5.326 G_L1: 4.066 D_real: 0.089 D_fake: 0.026 +(epoch: 58, iters: 5588, time: 0.296, data: 0.020) G_GAN: 5.899 G_L1: 3.814 D_real: 0.039 D_fake: 0.021 +(epoch: 58, iters: 5688, time: 0.302, data: 0.017) G_GAN: 5.119 G_L1: 6.079 D_real: 0.009 D_fake: 0.049 +(epoch: 58, iters: 5788, time: 0.295, data: 0.019) G_GAN: 6.094 G_L1: 3.385 D_real: 0.028 D_fake: 0.044 +(epoch: 58, iters: 5888, time: 0.408, data: 0.018) G_GAN: 4.339 G_L1: 3.486 D_real: 0.105 D_fake: 0.095 +(epoch: 58, iters: 5988, time: 0.306, data: 0.020) G_GAN: 4.928 G_L1: 6.017 D_real: 0.001 D_fake: 0.043 +(epoch: 58, iters: 6088, time: 0.301, data: 0.018) G_GAN: 4.826 G_L1: 5.185 D_real: 0.010 D_fake: 0.064 +(epoch: 58, iters: 6188, time: 0.305, data: 0.017) G_GAN: 6.127 G_L1: 2.978 D_real: 0.034 D_fake: 0.023 +(epoch: 58, iters: 6288, time: 0.394, data: 0.018) G_GAN: 6.933 G_L1: 3.566 D_real: 0.007 D_fake: 0.005 +(epoch: 58, iters: 6388, time: 0.302, data: 0.018) G_GAN: 4.778 G_L1: 4.500 D_real: 0.021 D_fake: 0.024 +(epoch: 58, iters: 6488, time: 0.297, data: 0.017) G_GAN: 8.889 G_L1: 8.577 D_real: 0.204 D_fake: 0.012 +(epoch: 58, iters: 6588, time: 0.302, data: 0.018) G_GAN: 2.307 G_L1: 5.078 D_real: 0.358 D_fake: 0.056 +(epoch: 58, iters: 6688, time: 0.405, data: 0.018) G_GAN: 5.632 G_L1: 3.093 D_real: 0.033 D_fake: 0.026 +(epoch: 58, iters: 6788, time: 0.292, data: 0.019) G_GAN: 6.796 G_L1: 4.607 D_real: 0.039 D_fake: 0.029 +(epoch: 58, iters: 6888, time: 0.296, data: 0.021) G_GAN: 6.463 G_L1: 3.704 D_real: 0.015 D_fake: 0.015 +(epoch: 58, iters: 6988, time: 0.296, data: 0.018) G_GAN: 5.531 G_L1: 3.759 D_real: 0.082 D_fake: 0.009 +(epoch: 58, iters: 7088, time: 0.574, data: 0.017) G_GAN: 3.966 G_L1: 4.657 D_real: 0.811 D_fake: 0.013 +(epoch: 58, iters: 7188, time: 0.298, data: 0.018) G_GAN: 6.606 G_L1: 4.213 D_real: 0.002 D_fake: 0.006 +(epoch: 58, iters: 7288, time: 0.304, data: 0.018) G_GAN: 7.201 G_L1: 5.795 D_real: 0.103 D_fake: 0.011 +(epoch: 58, iters: 7388, time: 0.288, data: 0.018) G_GAN: 7.203 G_L1: 6.536 D_real: 0.243 D_fake: 0.004 +(epoch: 58, iters: 7488, time: 0.394, data: 0.016) G_GAN: 4.598 G_L1: 3.795 D_real: 0.210 D_fake: 0.190 +(epoch: 58, iters: 7588, time: 0.301, data: 0.018) G_GAN: 5.541 G_L1: 4.020 D_real: 0.049 D_fake: 0.050 +(epoch: 58, iters: 7688, time: 0.288, data: 0.017) G_GAN: 6.287 G_L1: 3.810 D_real: 0.010 D_fake: 0.016 +(epoch: 58, iters: 7788, time: 0.300, data: 0.018) G_GAN: 4.650 G_L1: 3.905 D_real: 0.008 D_fake: 0.120 +(epoch: 58, iters: 7888, time: 0.418, data: 0.018) G_GAN: 3.617 G_L1: 3.477 D_real: 0.020 D_fake: 0.134 +(epoch: 58, iters: 7988, time: 0.302, data: 0.018) G_GAN: 5.546 G_L1: 5.027 D_real: 0.471 D_fake: 0.007 +(epoch: 58, iters: 8088, time: 0.303, data: 0.018) G_GAN: 4.833 G_L1: 3.919 D_real: 0.001 D_fake: 0.041 +(epoch: 58, iters: 8188, time: 0.303, data: 0.018) G_GAN: 5.733 G_L1: 3.663 D_real: 0.011 D_fake: 0.025 +(epoch: 58, iters: 8288, time: 0.377, data: 0.020) G_GAN: 6.261 G_L1: 3.502 D_real: 0.005 D_fake: 0.010 +(epoch: 58, iters: 8388, time: 0.296, data: 0.019) G_GAN: 7.100 G_L1: 3.175 D_real: 0.013 D_fake: 0.038 +(epoch: 58, iters: 8488, time: 0.297, data: 0.018) G_GAN: 5.349 G_L1: 4.388 D_real: 0.003 D_fake: 0.022 +(epoch: 58, iters: 8588, time: 0.303, data: 0.016) G_GAN: 7.454 G_L1: 3.989 D_real: 0.003 D_fake: 0.013 +(epoch: 58, iters: 8688, time: 0.414, data: 0.019) G_GAN: 4.665 G_L1: 4.192 D_real: 0.001 D_fake: 0.049 +(epoch: 58, iters: 8788, time: 0.292, data: 0.018) G_GAN: 6.064 G_L1: 4.404 D_real: 0.004 D_fake: 0.010 +(epoch: 58, iters: 8888, time: 0.294, data: 0.019) G_GAN: 5.126 G_L1: 4.328 D_real: 0.017 D_fake: 0.040 +(epoch: 58, iters: 8988, time: 0.309, data: 0.019) G_GAN: 3.433 G_L1: 3.717 D_real: 0.221 D_fake: 0.093 +(epoch: 58, iters: 9088, time: 0.538, data: 0.018) G_GAN: 5.374 G_L1: 8.546 D_real: 0.008 D_fake: 0.035 +(epoch: 58, iters: 9188, time: 0.293, data: 0.019) G_GAN: 5.553 G_L1: 6.276 D_real: 0.006 D_fake: 0.010 +(epoch: 58, iters: 9288, time: 0.295, data: 0.019) G_GAN: 4.454 G_L1: 4.136 D_real: 0.023 D_fake: 0.183 +(epoch: 58, iters: 9388, time: 0.301, data: 0.019) G_GAN: 5.205 G_L1: 3.155 D_real: 0.138 D_fake: 0.178 +(epoch: 58, iters: 9488, time: 0.385, data: 0.020) G_GAN: 5.060 G_L1: 2.541 D_real: 0.048 D_fake: 0.041 +(epoch: 58, iters: 9588, time: 0.295, data: 0.019) G_GAN: 6.003 G_L1: 2.473 D_real: 0.000 D_fake: 0.077 +(epoch: 58, iters: 9688, time: 0.301, data: 0.017) G_GAN: 5.573 G_L1: 3.981 D_real: 0.005 D_fake: 0.022 +(epoch: 58, iters: 9788, time: 0.299, data: 0.019) G_GAN: 5.342 G_L1: 5.286 D_real: 0.271 D_fake: 0.018 +(epoch: 58, iters: 9888, time: 0.365, data: 0.021) G_GAN: 5.137 G_L1: 3.595 D_real: 0.057 D_fake: 0.012 +(epoch: 58, iters: 9988, time: 0.290, data: 0.017) G_GAN: 5.128 G_L1: 3.807 D_real: 0.003 D_fake: 0.057 +(epoch: 58, iters: 10088, time: 0.298, data: 0.018) G_GAN: 5.594 G_L1: 3.419 D_real: 0.055 D_fake: 0.041 +(epoch: 58, iters: 10188, time: 0.305, data: 0.017) G_GAN: 6.047 G_L1: 2.249 D_real: 0.033 D_fake: 0.008 +(epoch: 58, iters: 10288, time: 0.422, data: 0.019) G_GAN: 5.907 G_L1: 7.009 D_real: 0.063 D_fake: 0.033 +(epoch: 58, iters: 10388, time: 0.301, data: 0.023) G_GAN: 4.188 G_L1: 4.260 D_real: 0.043 D_fake: 0.132 +(epoch: 58, iters: 10488, time: 0.286, data: 0.018) G_GAN: 8.068 G_L1: 10.174 D_real: 0.036 D_fake: 0.002 +(epoch: 58, iters: 10588, time: 0.285, data: 0.019) G_GAN: 4.263 G_L1: 3.876 D_real: 0.006 D_fake: 0.104 +(epoch: 58, iters: 10688, time: 0.403, data: 0.019) G_GAN: 7.172 G_L1: 2.995 D_real: 0.027 D_fake: 0.025 +(epoch: 58, iters: 10788, time: 0.291, data: 0.019) G_GAN: 5.426 G_L1: 6.095 D_real: 0.008 D_fake: 0.092 +(epoch: 58, iters: 10888, time: 0.300, data: 0.018) G_GAN: 3.735 G_L1: 3.695 D_real: 0.185 D_fake: 0.037 +(epoch: 58, iters: 10988, time: 0.303, data: 0.019) G_GAN: 4.856 G_L1: 8.904 D_real: 0.183 D_fake: 0.049 +(epoch: 58, iters: 11088, time: 0.581, data: 0.022) G_GAN: 4.844 G_L1: 3.908 D_real: 0.220 D_fake: 0.007 +(epoch: 58, iters: 11188, time: 0.297, data: 0.021) G_GAN: 6.560 G_L1: 4.592 D_real: 0.011 D_fake: 0.167 +(epoch: 58, iters: 11288, time: 0.295, data: 0.020) G_GAN: 4.479 G_L1: 3.674 D_real: 0.055 D_fake: 0.040 +(epoch: 58, iters: 11388, time: 0.296, data: 0.021) G_GAN: 5.651 G_L1: 2.471 D_real: 0.098 D_fake: 0.014 +(epoch: 58, iters: 11488, time: 0.404, data: 0.020) G_GAN: 4.792 G_L1: 1.862 D_real: 0.203 D_fake: 0.164 +(epoch: 58, iters: 11588, time: 0.280, data: 0.018) G_GAN: 7.311 G_L1: 3.992 D_real: 0.000 D_fake: 0.010 +(epoch: 58, iters: 11688, time: 0.300, data: 0.017) G_GAN: 5.547 G_L1: 3.986 D_real: 0.036 D_fake: 0.158 +(epoch: 58, iters: 11788, time: 0.297, data: 0.018) G_GAN: 6.371 G_L1: 4.693 D_real: 0.095 D_fake: 0.010 +(epoch: 58, iters: 11888, time: 0.407, data: 0.017) G_GAN: 7.023 G_L1: 3.746 D_real: 0.003 D_fake: 0.008 +(epoch: 58, iters: 11988, time: 0.283, data: 0.017) G_GAN: 4.987 G_L1: 2.565 D_real: 0.151 D_fake: 0.096 +(epoch: 58, iters: 12088, time: 0.300, data: 0.016) G_GAN: 7.996 G_L1: 5.777 D_real: 0.015 D_fake: 0.008 +(epoch: 58, iters: 12188, time: 0.284, data: 0.019) G_GAN: 6.566 G_L1: 11.592 D_real: 0.013 D_fake: 0.011 +(epoch: 58, iters: 12288, time: 0.392, data: 0.016) G_GAN: 6.381 G_L1: 3.278 D_real: 0.002 D_fake: 0.007 +(epoch: 58, iters: 12388, time: 0.278, data: 0.020) G_GAN: 5.588 G_L1: 4.795 D_real: 0.011 D_fake: 0.011 +(epoch: 58, iters: 12488, time: 0.300, data: 0.017) G_GAN: 5.453 G_L1: 4.886 D_real: 0.001 D_fake: 0.022 +(epoch: 58, iters: 12588, time: 0.288, data: 0.019) G_GAN: 7.962 G_L1: 5.348 D_real: 0.018 D_fake: 0.005 +(epoch: 58, iters: 12688, time: 0.375, data: 0.017) G_GAN: 4.105 G_L1: 5.437 D_real: 0.024 D_fake: 0.145 +(epoch: 58, iters: 12788, time: 0.282, data: 0.017) G_GAN: 5.276 G_L1: 3.176 D_real: 0.006 D_fake: 0.026 +(epoch: 58, iters: 12888, time: 0.302, data: 0.017) G_GAN: 6.947 G_L1: 5.031 D_real: 0.045 D_fake: 0.029 +(epoch: 58, iters: 12988, time: 0.294, data: 0.019) G_GAN: 6.299 G_L1: 6.272 D_real: 0.039 D_fake: 0.016 +(epoch: 58, iters: 13088, time: 0.593, data: 0.017) G_GAN: 5.164 G_L1: 3.968 D_real: 0.040 D_fake: 0.023 +(epoch: 58, iters: 13188, time: 0.299, data: 0.017) G_GAN: 6.432 G_L1: 6.647 D_real: 0.077 D_fake: 0.419 +(epoch: 58, iters: 13288, time: 0.289, data: 0.020) G_GAN: 6.259 G_L1: 4.459 D_real: 0.151 D_fake: 0.009 +(epoch: 58, iters: 13388, time: 0.292, data: 0.019) G_GAN: 5.247 G_L1: 3.429 D_real: 0.090 D_fake: 0.021 +(epoch: 58, iters: 13488, time: 0.420, data: 0.018) G_GAN: 5.981 G_L1: 3.400 D_real: 0.393 D_fake: 0.724 +(epoch: 58, iters: 13588, time: 0.305, data: 0.019) G_GAN: 3.173 G_L1: 3.753 D_real: 0.190 D_fake: 0.292 +(epoch: 58, iters: 13688, time: 0.299, data: 0.019) G_GAN: 5.073 G_L1: 3.399 D_real: 0.046 D_fake: 0.138 +(epoch: 58, iters: 13788, time: 0.292, data: 0.019) G_GAN: 4.582 G_L1: 4.222 D_real: 0.007 D_fake: 0.110 +(epoch: 58, iters: 13888, time: 0.418, data: 0.019) G_GAN: 7.504 G_L1: 7.760 D_real: 0.000 D_fake: 0.005 +(epoch: 58, iters: 13988, time: 0.301, data: 0.019) G_GAN: 5.076 G_L1: 3.116 D_real: 0.023 D_fake: 0.030 +(epoch: 58, iters: 14088, time: 0.289, data: 0.020) G_GAN: 4.944 G_L1: 6.389 D_real: 0.019 D_fake: 0.179 +(epoch: 58, iters: 14188, time: 0.306, data: 0.018) G_GAN: 6.537 G_L1: 8.103 D_real: 0.046 D_fake: 0.098 +(epoch: 58, iters: 14288, time: 0.407, data: 0.018) G_GAN: 5.805 G_L1: 4.059 D_real: 0.053 D_fake: 0.012 +(epoch: 58, iters: 14388, time: 0.303, data: 0.018) G_GAN: 4.893 G_L1: 3.460 D_real: 0.037 D_fake: 0.035 +(epoch: 58, iters: 14488, time: 0.277, data: 0.020) G_GAN: 5.094 G_L1: 3.640 D_real: 0.000 D_fake: 0.031 +(epoch: 58, iters: 14588, time: 0.304, data: 0.015) G_GAN: 6.142 G_L1: 6.864 D_real: 0.029 D_fake: 0.019 +(epoch: 58, iters: 14688, time: 0.414, data: 0.019) G_GAN: 5.003 G_L1: 12.927 D_real: 0.001 D_fake: 0.077 +(epoch: 58, iters: 14788, time: 0.300, data: 0.019) G_GAN: 8.446 G_L1: 4.008 D_real: 0.008 D_fake: 0.250 +(epoch: 58, iters: 14888, time: 0.299, data: 0.020) G_GAN: 4.961 G_L1: 2.427 D_real: 0.078 D_fake: 0.055 +(epoch: 58, iters: 14988, time: 0.295, data: 0.019) G_GAN: 6.568 G_L1: 4.174 D_real: 0.004 D_fake: 0.009 +(epoch: 58, iters: 15088, time: 0.604, data: 0.019) G_GAN: 5.048 G_L1: 3.767 D_real: 0.025 D_fake: 0.200 +(epoch: 58, iters: 15188, time: 0.298, data: 0.025) G_GAN: 5.819 G_L1: 3.048 D_real: 0.043 D_fake: 0.176 +(epoch: 58, iters: 15288, time: 0.302, data: 0.018) G_GAN: 3.882 G_L1: 5.056 D_real: 0.106 D_fake: 0.048 +(epoch: 58, iters: 15388, time: 0.305, data: 0.020) G_GAN: 4.620 G_L1: 3.925 D_real: 0.006 D_fake: 0.034 +(epoch: 58, iters: 15488, time: 0.420, data: 0.019) G_GAN: 4.480 G_L1: 2.956 D_real: 0.583 D_fake: 0.004 +(epoch: 58, iters: 15588, time: 0.302, data: 0.019) G_GAN: 4.679 G_L1: 2.570 D_real: 0.001 D_fake: 0.076 +(epoch: 58, iters: 15688, time: 0.291, data: 0.018) G_GAN: 5.743 G_L1: 3.200 D_real: 0.188 D_fake: 0.036 +(epoch: 58, iters: 15788, time: 0.304, data: 0.021) G_GAN: 5.361 G_L1: 4.740 D_real: 0.036 D_fake: 0.110 +(epoch: 58, iters: 15888, time: 0.413, data: 0.031) G_GAN: 5.306 G_L1: 4.001 D_real: 0.081 D_fake: 0.031 +(epoch: 58, iters: 15988, time: 0.304, data: 0.020) G_GAN: 3.433 G_L1: 4.379 D_real: 0.222 D_fake: 0.071 +(epoch: 58, iters: 16088, time: 0.305, data: 0.019) G_GAN: 5.782 G_L1: 3.306 D_real: 0.050 D_fake: 0.023 +(epoch: 58, iters: 16188, time: 0.302, data: 0.019) G_GAN: 7.173 G_L1: 6.985 D_real: 0.004 D_fake: 0.021 +(epoch: 58, iters: 16288, time: 0.422, data: 0.019) G_GAN: 9.235 G_L1: 10.430 D_real: 0.001 D_fake: 0.133 +(epoch: 58, iters: 16388, time: 0.307, data: 0.019) G_GAN: 5.076 G_L1: 2.600 D_real: 0.003 D_fake: 0.022 +(epoch: 58, iters: 16488, time: 0.302, data: 0.019) G_GAN: 4.902 G_L1: 2.725 D_real: 0.015 D_fake: 0.057 +(epoch: 58, iters: 16588, time: 0.299, data: 0.022) G_GAN: 6.508 G_L1: 4.152 D_real: 0.018 D_fake: 0.023 +(epoch: 58, iters: 16688, time: 0.400, data: 0.019) G_GAN: 3.977 G_L1: 2.664 D_real: 0.236 D_fake: 0.059 +(epoch: 58, iters: 16788, time: 0.293, data: 0.018) G_GAN: 4.586 G_L1: 6.484 D_real: 0.210 D_fake: 0.019 +(epoch: 58, iters: 16888, time: 0.305, data: 0.019) G_GAN: 6.360 G_L1: 2.900 D_real: 0.008 D_fake: 0.024 +(epoch: 58, iters: 16988, time: 0.291, data: 0.019) G_GAN: 4.730 G_L1: 2.766 D_real: 0.001 D_fake: 0.690 +(epoch: 58, iters: 17088, time: 0.551, data: 0.017) G_GAN: 6.405 G_L1: 4.330 D_real: 0.009 D_fake: 0.038 +(epoch: 58, iters: 17188, time: 0.306, data: 0.018) G_GAN: 6.068 G_L1: 3.891 D_real: 0.002 D_fake: 0.089 +(epoch: 58, iters: 17288, time: 0.300, data: 0.019) G_GAN: 5.222 G_L1: 5.357 D_real: 0.237 D_fake: 0.039 +(epoch: 58, iters: 17388, time: 0.303, data: 0.019) G_GAN: 4.606 G_L1: 3.947 D_real: 0.012 D_fake: 0.037 +(epoch: 58, iters: 17488, time: 0.380, data: 0.019) G_GAN: 4.332 G_L1: 3.243 D_real: 0.080 D_fake: 0.043 +(epoch: 58, iters: 17588, time: 0.294, data: 0.018) G_GAN: 4.808 G_L1: 2.931 D_real: 0.077 D_fake: 0.120 +(epoch: 58, iters: 17688, time: 0.302, data: 0.019) G_GAN: 5.346 G_L1: 2.496 D_real: 0.029 D_fake: 0.044 +(epoch: 58, iters: 17788, time: 0.299, data: 0.020) G_GAN: 4.290 G_L1: 3.293 D_real: 0.009 D_fake: 0.307 +(epoch: 58, iters: 17888, time: 0.420, data: 0.019) G_GAN: 6.954 G_L1: 6.923 D_real: 0.002 D_fake: 0.004 +(epoch: 58, iters: 17988, time: 0.303, data: 0.018) G_GAN: 5.143 G_L1: 5.302 D_real: 0.000 D_fake: 0.073 +(epoch: 58, iters: 18088, time: 0.304, data: 0.020) G_GAN: 3.889 G_L1: 2.827 D_real: 0.138 D_fake: 0.058 +(epoch: 58, iters: 18188, time: 0.296, data: 0.019) G_GAN: 5.347 G_L1: 2.872 D_real: 0.087 D_fake: 0.014 +(epoch: 58, iters: 18288, time: 0.429, data: 0.019) G_GAN: 7.414 G_L1: 5.038 D_real: 0.057 D_fake: 0.006 +(epoch: 58, iters: 18388, time: 0.298, data: 0.020) G_GAN: 5.074 G_L1: 4.516 D_real: 0.009 D_fake: 0.061 +(epoch: 58, iters: 18488, time: 0.286, data: 0.019) G_GAN: 5.650 G_L1: 4.458 D_real: 0.097 D_fake: 0.024 +(epoch: 58, iters: 18588, time: 0.298, data: 0.021) G_GAN: 7.511 G_L1: 6.573 D_real: 0.041 D_fake: 0.007 +(epoch: 58, iters: 18688, time: 0.419, data: 0.019) G_GAN: 4.824 G_L1: 2.577 D_real: 0.086 D_fake: 0.041 +(epoch: 58, iters: 18788, time: 0.299, data: 0.020) G_GAN: 4.159 G_L1: 3.003 D_real: 0.026 D_fake: 0.109 +(epoch: 58, iters: 18888, time: 0.298, data: 0.019) G_GAN: 4.542 G_L1: 3.579 D_real: 0.000 D_fake: 0.137 +(epoch: 58, iters: 18988, time: 0.296, data: 0.018) G_GAN: 4.782 G_L1: 4.344 D_real: 0.014 D_fake: 0.067 +(epoch: 58, iters: 19088, time: 0.595, data: 0.020) G_GAN: 6.606 G_L1: 4.183 D_real: 0.003 D_fake: 0.008 +(epoch: 58, iters: 19188, time: 0.304, data: 0.020) G_GAN: 6.778 G_L1: 7.376 D_real: 0.007 D_fake: 0.079 +(epoch: 58, iters: 19288, time: 0.304, data: 0.019) G_GAN: 9.129 G_L1: 7.798 D_real: 0.117 D_fake: 0.008 +(epoch: 58, iters: 19388, time: 0.300, data: 0.021) G_GAN: 5.826 G_L1: 5.285 D_real: 0.034 D_fake: 0.075 +(epoch: 58, iters: 19488, time: 0.408, data: 0.021) G_GAN: 5.630 G_L1: 3.760 D_real: 0.013 D_fake: 0.063 +(epoch: 58, iters: 19588, time: 0.299, data: 0.020) G_GAN: 5.682 G_L1: 4.093 D_real: 0.005 D_fake: 0.024 +(epoch: 58, iters: 19688, time: 0.301, data: 0.019) G_GAN: 5.684 G_L1: 3.141 D_real: 0.076 D_fake: 0.016 +(epoch: 58, iters: 19788, time: 0.299, data: 0.022) G_GAN: 5.796 G_L1: 3.371 D_real: 0.080 D_fake: 0.017 +(epoch: 58, iters: 19888, time: 0.415, data: 0.018) G_GAN: 5.456 G_L1: 3.266 D_real: 0.064 D_fake: 0.034 +(epoch: 58, iters: 19988, time: 0.301, data: 0.019) G_GAN: 4.228 G_L1: 4.803 D_real: 0.077 D_fake: 0.056 +(epoch: 58, iters: 20088, time: 0.294, data: 0.018) G_GAN: 6.257 G_L1: 3.459 D_real: 0.126 D_fake: 0.017 +(epoch: 58, iters: 20188, time: 0.293, data: 0.019) G_GAN: 6.243 G_L1: 3.060 D_real: 0.244 D_fake: 0.793 +(epoch: 58, iters: 20288, time: 0.410, data: 0.018) G_GAN: 5.458 G_L1: 4.264 D_real: 0.078 D_fake: 0.271 +(epoch: 58, iters: 20388, time: 0.284, data: 0.019) G_GAN: 6.875 G_L1: 4.441 D_real: 0.011 D_fake: 0.026 +(epoch: 58, iters: 20488, time: 0.294, data: 0.016) G_GAN: 4.088 G_L1: 4.216 D_real: 0.011 D_fake: 0.081 +(epoch: 58, iters: 20588, time: 0.293, data: 0.018) G_GAN: 4.210 G_L1: 4.365 D_real: 0.217 D_fake: 0.076 +(epoch: 58, iters: 20688, time: 0.408, data: 0.017) G_GAN: 2.762 G_L1: 5.636 D_real: 0.733 D_fake: 0.175 +(epoch: 58, iters: 20788, time: 0.292, data: 0.023) G_GAN: 4.119 G_L1: 3.670 D_real: 0.109 D_fake: 0.128 +(epoch: 58, iters: 20888, time: 0.300, data: 0.017) G_GAN: 3.345 G_L1: 3.067 D_real: 0.353 D_fake: 0.110 +(epoch: 58, iters: 20988, time: 0.293, data: 0.019) G_GAN: 4.966 G_L1: 4.849 D_real: 0.023 D_fake: 0.025 +(epoch: 58, iters: 21088, time: 0.576, data: 0.018) G_GAN: 6.512 G_L1: 4.385 D_real: 0.005 D_fake: 0.010 +(epoch: 58, iters: 21188, time: 0.290, data: 0.018) G_GAN: 4.390 G_L1: 2.838 D_real: 0.697 D_fake: 0.028 +(epoch: 58, iters: 21288, time: 0.291, data: 0.018) G_GAN: 5.717 G_L1: 5.517 D_real: 0.001 D_fake: 0.009 +(epoch: 58, iters: 21388, time: 0.292, data: 0.017) G_GAN: 6.186 G_L1: 4.951 D_real: 0.145 D_fake: 0.077 +(epoch: 58, iters: 21488, time: 0.417, data: 0.020) G_GAN: 7.769 G_L1: 4.281 D_real: 0.058 D_fake: 0.002 +(epoch: 58, iters: 21588, time: 0.286, data: 0.017) G_GAN: 6.606 G_L1: 5.595 D_real: 0.089 D_fake: 0.015 +(epoch: 58, iters: 21688, time: 0.293, data: 0.017) G_GAN: 7.056 G_L1: 4.664 D_real: 0.016 D_fake: 0.024 +(epoch: 58, iters: 21788, time: 0.295, data: 0.019) G_GAN: 5.651 G_L1: 4.875 D_real: 0.001 D_fake: 0.077 +(epoch: 58, iters: 21888, time: 0.411, data: 0.017) G_GAN: 5.194 G_L1: 4.259 D_real: 0.090 D_fake: 0.156 +(epoch: 58, iters: 21988, time: 0.305, data: 0.016) G_GAN: 7.256 G_L1: 5.321 D_real: 0.045 D_fake: 0.004 +(epoch: 58, iters: 22088, time: 0.276, data: 0.019) G_GAN: 4.906 G_L1: 5.097 D_real: 0.574 D_fake: 0.014 +(epoch: 58, iters: 22188, time: 0.290, data: 0.016) G_GAN: 3.412 G_L1: 4.158 D_real: 0.087 D_fake: 0.074 +(epoch: 58, iters: 22288, time: 0.423, data: 0.020) G_GAN: 5.455 G_L1: 3.933 D_real: 0.004 D_fake: 0.022 +(epoch: 58, iters: 22388, time: 0.298, data: 0.017) G_GAN: 6.207 G_L1: 3.340 D_real: 0.276 D_fake: 0.004 +(epoch: 58, iters: 22488, time: 0.286, data: 0.018) G_GAN: 3.788 G_L1: 3.122 D_real: 0.025 D_fake: 0.100 +(epoch: 58, iters: 22588, time: 0.291, data: 0.019) G_GAN: 6.348 G_L1: 5.621 D_real: 0.097 D_fake: 0.019 +(epoch: 58, iters: 22688, time: 0.383, data: 0.017) G_GAN: 3.738 G_L1: 6.089 D_real: 0.102 D_fake: 0.160 +(epoch: 58, iters: 22788, time: 0.298, data: 0.018) G_GAN: 7.209 G_L1: 4.080 D_real: 0.007 D_fake: 0.082 +(epoch: 58, iters: 22888, time: 0.304, data: 0.018) G_GAN: 6.505 G_L1: 14.936 D_real: 0.041 D_fake: 0.045 +(epoch: 58, iters: 22988, time: 0.292, data: 0.019) G_GAN: 5.836 G_L1: 4.933 D_real: 0.006 D_fake: 0.032 +(epoch: 58, iters: 23088, time: 0.580, data: 0.017) G_GAN: 6.788 G_L1: 5.545 D_real: 0.002 D_fake: 0.008 +(epoch: 58, iters: 23188, time: 0.295, data: 0.018) G_GAN: 4.294 G_L1: 4.036 D_real: 0.213 D_fake: 0.011 +(epoch: 58, iters: 23288, time: 0.292, data: 0.018) G_GAN: 5.085 G_L1: 5.357 D_real: 0.011 D_fake: 0.048 +(epoch: 58, iters: 23388, time: 0.292, data: 0.017) G_GAN: 3.804 G_L1: 4.051 D_real: 0.002 D_fake: 0.099 +(epoch: 58, iters: 23488, time: 0.415, data: 0.017) G_GAN: 5.786 G_L1: 3.906 D_real: 0.101 D_fake: 0.040 +(epoch: 58, iters: 23588, time: 0.295, data: 0.020) G_GAN: 6.576 G_L1: 3.988 D_real: 0.324 D_fake: 0.034 +(epoch: 58, iters: 23688, time: 0.296, data: 0.026) G_GAN: 6.604 G_L1: 5.197 D_real: 0.000 D_fake: 0.008 +(epoch: 58, iters: 23788, time: 0.297, data: 0.018) G_GAN: 4.362 G_L1: 3.053 D_real: 0.029 D_fake: 0.116 +(epoch: 58, iters: 23888, time: 0.421, data: 0.020) G_GAN: 5.431 G_L1: 6.910 D_real: 0.012 D_fake: 0.026 +(epoch: 58, iters: 23988, time: 0.299, data: 0.018) G_GAN: 6.323 G_L1: 7.080 D_real: 0.000 D_fake: 0.092 +(epoch: 58, iters: 24088, time: 0.296, data: 0.019) G_GAN: 5.794 G_L1: 2.519 D_real: 0.001 D_fake: 0.023 +(epoch: 58, iters: 24188, time: 0.304, data: 0.019) G_GAN: 5.236 G_L1: 8.905 D_real: 0.194 D_fake: 0.065 +(epoch: 58, iters: 24288, time: 0.382, data: 0.020) G_GAN: 4.202 G_L1: 2.776 D_real: 0.020 D_fake: 0.062 +(epoch: 58, iters: 24388, time: 0.302, data: 0.018) G_GAN: 5.975 G_L1: 6.384 D_real: 0.177 D_fake: 0.032 +(epoch: 58, iters: 24488, time: 0.292, data: 0.020) G_GAN: 5.891 G_L1: 4.760 D_real: 0.073 D_fake: 0.012 +(epoch: 58, iters: 24588, time: 0.299, data: 0.020) G_GAN: 4.346 G_L1: 3.831 D_real: 0.046 D_fake: 0.061 +(epoch: 58, iters: 24688, time: 0.415, data: 0.019) G_GAN: 4.216 G_L1: 4.172 D_real: 0.020 D_fake: 0.075 +(epoch: 58, iters: 24788, time: 0.299, data: 0.021) G_GAN: 4.759 G_L1: 3.688 D_real: 0.014 D_fake: 0.032 +(epoch: 58, iters: 24888, time: 0.294, data: 0.019) G_GAN: 3.741 G_L1: 2.776 D_real: 0.166 D_fake: 0.108 +(epoch: 58, iters: 24988, time: 0.289, data: 0.023) G_GAN: 6.522 G_L1: 4.220 D_real: 0.092 D_fake: 0.005 +(epoch: 58, iters: 25088, time: 0.536, data: 0.018) G_GAN: 4.809 G_L1: 2.484 D_real: 0.017 D_fake: 0.043 +(epoch: 58, iters: 25188, time: 0.303, data: 0.019) G_GAN: 4.457 G_L1: 2.413 D_real: 0.001 D_fake: 0.084 +(epoch: 58, iters: 25288, time: 0.298, data: 0.020) G_GAN: 4.825 G_L1: 3.397 D_real: 0.091 D_fake: 0.077 +(epoch: 58, iters: 25388, time: 0.301, data: 0.019) G_GAN: 2.793 G_L1: 3.217 D_real: 0.571 D_fake: 0.083 +(epoch: 58, iters: 25488, time: 0.387, data: 0.019) G_GAN: 6.533 G_L1: 4.800 D_real: 0.048 D_fake: 0.007 +(epoch: 58, iters: 25588, time: 0.295, data: 0.018) G_GAN: 4.803 G_L1: 3.805 D_real: 0.160 D_fake: 0.032 +(epoch: 58, iters: 25688, time: 0.306, data: 0.020) G_GAN: 5.711 G_L1: 2.938 D_real: 0.095 D_fake: 0.028 +(epoch: 58, iters: 25788, time: 0.302, data: 0.019) G_GAN: 3.500 G_L1: 4.150 D_real: 0.236 D_fake: 0.195 +(epoch: 58, iters: 25888, time: 0.408, data: 0.019) G_GAN: 3.557 G_L1: 3.255 D_real: 0.444 D_fake: 0.020 +(epoch: 58, iters: 25988, time: 0.294, data: 0.019) G_GAN: 9.937 G_L1: 8.734 D_real: 0.035 D_fake: 0.002 +(epoch: 58, iters: 26088, time: 0.302, data: 0.020) G_GAN: 5.403 G_L1: 4.388 D_real: 0.011 D_fake: 0.112 +(epoch: 58, iters: 26188, time: 0.303, data: 0.018) G_GAN: 4.384 G_L1: 4.097 D_real: 0.013 D_fake: 0.063 +(epoch: 58, iters: 26288, time: 0.409, data: 0.019) G_GAN: 4.321 G_L1: 6.412 D_real: 0.072 D_fake: 0.061 +(epoch: 58, iters: 26388, time: 0.291, data: 0.020) G_GAN: 4.867 G_L1: 3.303 D_real: 0.001 D_fake: 0.104 +(epoch: 58, iters: 26488, time: 0.302, data: 0.019) G_GAN: 6.218 G_L1: 3.836 D_real: 0.003 D_fake: 0.011 +(epoch: 58, iters: 26588, time: 0.304, data: 0.020) G_GAN: 8.804 G_L1: 4.093 D_real: 0.001 D_fake: 0.002 +(epoch: 58, iters: 26688, time: 0.420, data: 0.020) G_GAN: 5.193 G_L1: 4.029 D_real: 0.189 D_fake: 0.010 +(epoch: 58, iters: 26788, time: 0.301, data: 0.019) G_GAN: 4.943 G_L1: 5.231 D_real: 0.002 D_fake: 0.071 +(epoch: 58, iters: 26888, time: 0.296, data: 0.020) G_GAN: 5.103 G_L1: 9.103 D_real: 0.501 D_fake: 0.010 +(epoch: 58, iters: 26988, time: 0.294, data: 0.019) G_GAN: 5.691 G_L1: 4.617 D_real: 0.164 D_fake: 0.016 +(epoch: 58, iters: 27088, time: 0.592, data: 0.021) G_GAN: 4.579 G_L1: 3.436 D_real: 0.368 D_fake: 0.053 +(epoch: 58, iters: 27188, time: 0.294, data: 0.020) G_GAN: 4.055 G_L1: 3.930 D_real: 0.015 D_fake: 0.287 +(epoch: 58, iters: 27288, time: 0.293, data: 0.019) G_GAN: 4.333 G_L1: 4.691 D_real: 0.005 D_fake: 0.108 +(epoch: 58, iters: 27388, time: 0.293, data: 0.019) G_GAN: 4.537 G_L1: 3.694 D_real: 0.009 D_fake: 0.257 +(epoch: 58, iters: 27488, time: 0.411, data: 0.018) G_GAN: 6.469 G_L1: 4.764 D_real: 0.012 D_fake: 0.076 +(epoch: 58, iters: 27588, time: 0.291, data: 0.020) G_GAN: 5.207 G_L1: 4.523 D_real: 0.003 D_fake: 0.387 +(epoch: 58, iters: 27688, time: 0.303, data: 0.020) G_GAN: 5.209 G_L1: 3.673 D_real: 0.004 D_fake: 0.037 +(epoch: 58, iters: 27788, time: 0.300, data: 0.020) G_GAN: 5.591 G_L1: 2.946 D_real: 0.239 D_fake: 0.019 +(epoch: 58, iters: 27888, time: 0.417, data: 0.019) G_GAN: 5.506 G_L1: 3.732 D_real: 0.082 D_fake: 0.059 +(epoch: 58, iters: 27988, time: 0.295, data: 0.020) G_GAN: 4.742 G_L1: 3.962 D_real: 0.029 D_fake: 0.099 +(epoch: 58, iters: 28088, time: 0.300, data: 0.022) G_GAN: 5.021 G_L1: 4.379 D_real: 0.004 D_fake: 0.245 +(epoch: 58, iters: 28188, time: 0.299, data: 0.020) G_GAN: 5.708 G_L1: 4.162 D_real: 0.081 D_fake: 0.027 +(epoch: 58, iters: 28288, time: 0.421, data: 0.018) G_GAN: 6.589 G_L1: 3.498 D_real: 0.048 D_fake: 0.005 +(epoch: 58, iters: 28388, time: 0.308, data: 0.019) G_GAN: 4.910 G_L1: 3.269 D_real: 0.002 D_fake: 0.039 +(epoch: 58, iters: 28488, time: 0.291, data: 0.020) G_GAN: 5.557 G_L1: 3.492 D_real: 0.291 D_fake: 0.014 +(epoch: 58, iters: 28588, time: 0.299, data: 0.019) G_GAN: 7.551 G_L1: 4.201 D_real: 0.020 D_fake: 0.006 +(epoch: 58, iters: 28688, time: 0.416, data: 0.019) G_GAN: 7.267 G_L1: 3.225 D_real: 0.021 D_fake: 0.004 +(epoch: 58, iters: 28788, time: 0.301, data: 0.019) G_GAN: 6.149 G_L1: 6.890 D_real: 0.002 D_fake: 0.073 +(epoch: 58, iters: 28888, time: 0.293, data: 0.019) G_GAN: 7.447 G_L1: 4.836 D_real: 0.013 D_fake: 0.003 +(epoch: 58, iters: 28988, time: 0.304, data: 0.018) G_GAN: 8.823 G_L1: 3.772 D_real: 0.059 D_fake: 0.009 +(epoch: 58, iters: 29088, time: 0.604, data: 0.024) G_GAN: 4.962 G_L1: 4.649 D_real: 0.072 D_fake: 0.080 +(epoch: 58, iters: 29188, time: 0.298, data: 0.019) G_GAN: 7.845 G_L1: 6.941 D_real: 0.019 D_fake: 0.002 +(epoch: 58, iters: 29288, time: 0.294, data: 0.020) G_GAN: 6.962 G_L1: 5.624 D_real: 0.000 D_fake: 0.014 +(epoch: 58, iters: 29388, time: 0.304, data: 0.019) G_GAN: 6.036 G_L1: 5.108 D_real: 0.001 D_fake: 0.032 +(epoch: 58, iters: 29488, time: 0.398, data: 0.024) G_GAN: 5.458 G_L1: 5.833 D_real: 0.000 D_fake: 0.015 +(epoch: 58, iters: 29588, time: 0.305, data: 0.017) G_GAN: 6.082 G_L1: 6.692 D_real: 0.000 D_fake: 0.038 +(epoch: 58, iters: 29688, time: 0.284, data: 0.018) G_GAN: 8.552 G_L1: 5.059 D_real: 0.000 D_fake: 0.003 +(epoch: 58, iters: 29788, time: 0.300, data: 0.022) G_GAN: 7.606 G_L1: 5.118 D_real: 0.001 D_fake: 0.050 +(epoch: 58, iters: 29888, time: 0.402, data: 0.017) G_GAN: 6.315 G_L1: 5.952 D_real: 0.001 D_fake: 0.009 +(epoch: 58, iters: 29988, time: 0.296, data: 0.018) G_GAN: 5.925 G_L1: 4.813 D_real: 0.001 D_fake: 0.003 +(epoch: 58, iters: 30088, time: 0.301, data: 0.018) G_GAN: 7.144 G_L1: 4.674 D_real: 0.000 D_fake: 0.005 +(epoch: 58, iters: 30188, time: 0.297, data: 0.018) G_GAN: 7.121 G_L1: 4.092 D_real: 0.001 D_fake: 0.137 +(epoch: 58, iters: 30288, time: 0.390, data: 0.019) G_GAN: 4.846 G_L1: 5.837 D_real: 0.001 D_fake: 0.152 +(epoch: 58, iters: 30388, time: 0.307, data: 0.018) G_GAN: 4.505 G_L1: 4.159 D_real: 0.000 D_fake: 0.082 +(epoch: 58, iters: 30488, time: 0.306, data: 0.019) G_GAN: 6.898 G_L1: 7.496 D_real: 0.007 D_fake: 0.007 +(epoch: 58, iters: 30588, time: 0.305, data: 0.019) G_GAN: 4.935 G_L1: 3.140 D_real: 0.030 D_fake: 0.032 +(epoch: 58, iters: 30688, time: 0.423, data: 0.018) G_GAN: 6.027 G_L1: 8.289 D_real: 0.000 D_fake: 0.014 +(epoch: 58, iters: 30788, time: 0.297, data: 0.018) G_GAN: 7.390 G_L1: 3.950 D_real: 0.002 D_fake: 0.015 +(epoch: 58, iters: 30888, time: 0.302, data: 0.020) G_GAN: 5.047 G_L1: 5.154 D_real: 0.000 D_fake: 0.023 +(epoch: 58, iters: 30988, time: 0.308, data: 0.019) G_GAN: 5.738 G_L1: 4.664 D_real: 0.000 D_fake: 0.118 +(epoch: 58, iters: 31088, time: 0.580, data: 0.021) G_GAN: 6.198 G_L1: 3.643 D_real: 0.000 D_fake: 0.011 +(epoch: 58, iters: 31188, time: 0.299, data: 0.019) G_GAN: 4.739 G_L1: 3.276 D_real: 0.016 D_fake: 0.117 +(epoch: 58, iters: 31288, time: 0.301, data: 0.018) G_GAN: 5.061 G_L1: 4.580 D_real: 0.007 D_fake: 0.021 +(epoch: 58, iters: 31388, time: 0.304, data: 0.020) G_GAN: 4.925 G_L1: 4.478 D_real: 0.000 D_fake: 0.248 +(epoch: 58, iters: 31488, time: 0.420, data: 0.018) G_GAN: 4.944 G_L1: 7.033 D_real: 0.000 D_fake: 0.036 +(epoch: 58, iters: 31588, time: 0.305, data: 0.018) G_GAN: 4.266 G_L1: 4.190 D_real: 0.000 D_fake: 0.081 +(epoch: 58, iters: 31688, time: 0.299, data: 0.022) G_GAN: 3.831 G_L1: 4.190 D_real: 0.000 D_fake: 0.342 +(epoch: 58, iters: 31788, time: 0.299, data: 0.019) G_GAN: 4.260 G_L1: 4.494 D_real: 0.000 D_fake: 0.028 +(epoch: 58, iters: 31888, time: 0.411, data: 0.021) G_GAN: 6.193 G_L1: 15.131 D_real: 0.001 D_fake: 0.051 +(epoch: 58, iters: 31988, time: 0.296, data: 0.019) G_GAN: 3.725 G_L1: 4.634 D_real: 0.000 D_fake: 0.122 +(epoch: 58, iters: 32088, time: 0.305, data: 0.021) G_GAN: 6.580 G_L1: 3.929 D_real: 0.000 D_fake: 0.019 +(epoch: 58, iters: 32188, time: 0.302, data: 0.020) G_GAN: 5.031 G_L1: 3.757 D_real: 0.001 D_fake: 0.139 +(epoch: 58, iters: 32288, time: 0.412, data: 0.019) G_GAN: 3.278 G_L1: 5.807 D_real: 0.000 D_fake: 0.443 +(epoch: 58, iters: 32388, time: 0.302, data: 0.019) G_GAN: 5.656 G_L1: 5.676 D_real: 0.000 D_fake: 0.227 +(epoch: 58, iters: 32488, time: 0.303, data: 0.020) G_GAN: 3.569 G_L1: 4.840 D_real: 0.000 D_fake: 0.265 +(epoch: 58, iters: 32588, time: 0.304, data: 0.018) G_GAN: 4.069 G_L1: 6.392 D_real: 0.000 D_fake: 0.074 +(epoch: 58, iters: 32688, time: 0.408, data: 0.030) G_GAN: 2.291 G_L1: 4.614 D_real: 0.000 D_fake: 0.076 +(epoch: 58, iters: 32788, time: 0.294, data: 0.019) G_GAN: 4.500 G_L1: 4.983 D_real: 0.000 D_fake: 0.067 +(epoch: 58, iters: 32888, time: 0.294, data: 0.019) G_GAN: 4.656 G_L1: 4.183 D_real: 0.000 D_fake: 0.036 +(epoch: 58, iters: 32988, time: 0.294, data: 0.017) G_GAN: 3.887 G_L1: 4.273 D_real: 0.000 D_fake: 0.448 +(epoch: 58, iters: 33088, time: 0.618, data: 0.022) G_GAN: 6.832 G_L1: 4.918 D_real: 0.000 D_fake: 0.005 +(epoch: 58, iters: 33188, time: 0.306, data: 0.020) G_GAN: 4.911 G_L1: 5.426 D_real: 0.000 D_fake: 0.062 +(epoch: 58, iters: 33288, time: 0.303, data: 0.018) G_GAN: 3.196 G_L1: 4.402 D_real: 0.000 D_fake: 0.191 +(epoch: 58, iters: 33388, time: 0.300, data: 0.020) G_GAN: 4.946 G_L1: 4.430 D_real: 0.000 D_fake: 0.035 +(epoch: 58, iters: 33488, time: 0.416, data: 0.018) G_GAN: 2.755 G_L1: 4.508 D_real: 0.000 D_fake: 0.057 +(epoch: 58, iters: 33588, time: 0.296, data: 0.018) G_GAN: 4.875 G_L1: 3.236 D_real: 0.000 D_fake: 0.041 +(epoch: 58, iters: 33688, time: 0.303, data: 0.021) G_GAN: 2.710 G_L1: 4.397 D_real: 0.000 D_fake: 0.208 +(epoch: 58, iters: 33788, time: 0.300, data: 0.019) G_GAN: 5.367 G_L1: 8.387 D_real: 0.000 D_fake: 0.490 +(epoch: 58, iters: 33888, time: 0.417, data: 0.019) G_GAN: 4.308 G_L1: 5.732 D_real: 0.000 D_fake: 0.697 +(epoch: 58, iters: 33988, time: 0.305, data: 0.021) G_GAN: 4.059 G_L1: 3.994 D_real: 0.000 D_fake: 0.064 +(epoch: 58, iters: 34088, time: 0.303, data: 0.020) G_GAN: 4.126 G_L1: 9.526 D_real: 0.000 D_fake: 0.176 +(epoch: 58, iters: 34188, time: 0.300, data: 0.020) G_GAN: 2.744 G_L1: 5.003 D_real: 0.000 D_fake: 0.291 +(epoch: 58, iters: 34288, time: 0.419, data: 0.019) G_GAN: 3.160 G_L1: 4.334 D_real: 0.000 D_fake: 0.528 +(epoch: 58, iters: 34388, time: 0.299, data: 0.019) G_GAN: 3.860 G_L1: 5.366 D_real: 0.000 D_fake: 0.134 +(epoch: 58, iters: 34488, time: 0.299, data: 0.018) G_GAN: 4.968 G_L1: 4.653 D_real: 0.000 D_fake: 0.109 +(epoch: 58, iters: 34588, time: 0.297, data: 0.024) G_GAN: 3.937 G_L1: 4.581 D_real: 0.000 D_fake: 0.059 +(epoch: 58, iters: 34688, time: 0.417, data: 0.021) G_GAN: 4.512 G_L1: 3.968 D_real: 0.000 D_fake: 0.070 +(epoch: 58, iters: 34788, time: 0.299, data: 0.019) G_GAN: 3.344 G_L1: 4.003 D_real: 0.000 D_fake: 0.084 +(epoch: 58, iters: 34888, time: 0.287, data: 0.023) G_GAN: 3.364 G_L1: 3.965 D_real: 0.000 D_fake: 0.349 +(epoch: 58, iters: 34988, time: 0.304, data: 0.019) G_GAN: 6.817 G_L1: 10.099 D_real: 0.000 D_fake: 0.172 +(epoch: 58, iters: 35088, time: 0.559, data: 0.019) G_GAN: 2.421 G_L1: 3.707 D_real: 0.000 D_fake: 0.501 +(epoch: 58, iters: 35188, time: 0.307, data: 0.019) G_GAN: 3.379 G_L1: 5.338 D_real: 0.000 D_fake: 0.390 +(epoch: 58, iters: 35288, time: 0.302, data: 0.025) G_GAN: 3.936 G_L1: 7.797 D_real: 0.000 D_fake: 0.083 +(epoch: 58, iters: 35388, time: 0.298, data: 0.021) G_GAN: 3.173 G_L1: 3.838 D_real: 0.000 D_fake: 0.238 +(epoch: 58, iters: 35488, time: 0.428, data: 0.018) G_GAN: 3.538 G_L1: 5.300 D_real: 0.000 D_fake: 0.175 +(epoch: 58, iters: 35588, time: 0.291, data: 0.018) G_GAN: 3.391 G_L1: 5.392 D_real: 0.000 D_fake: 0.372 +(epoch: 58, iters: 35688, time: 0.305, data: 0.017) G_GAN: 4.091 G_L1: 6.431 D_real: 0.000 D_fake: 0.220 +(epoch: 58, iters: 35788, time: 0.304, data: 0.019) G_GAN: 3.687 G_L1: 3.799 D_real: 0.000 D_fake: 0.236 +(epoch: 58, iters: 35888, time: 0.420, data: 0.019) G_GAN: 3.858 G_L1: 3.894 D_real: 0.000 D_fake: 0.123 +(epoch: 58, iters: 35988, time: 0.305, data: 0.021) G_GAN: 3.449 G_L1: 5.790 D_real: 0.000 D_fake: 0.453 +(epoch: 58, iters: 36088, time: 0.306, data: 0.019) G_GAN: 2.358 G_L1: 4.945 D_real: 0.000 D_fake: 0.424 +(epoch: 58, iters: 36188, time: 0.310, data: 0.027) G_GAN: 2.538 G_L1: 4.399 D_real: 0.000 D_fake: 0.478 +(epoch: 58, iters: 36288, time: 0.418, data: 0.023) G_GAN: 3.693 G_L1: 5.349 D_real: 0.000 D_fake: 0.253 +(epoch: 58, iters: 36388, time: 0.298, data: 0.020) G_GAN: 3.720 G_L1: 4.919 D_real: 0.000 D_fake: 0.128 +(epoch: 58, iters: 36488, time: 0.307, data: 0.018) G_GAN: 2.510 G_L1: 6.501 D_real: 0.000 D_fake: 0.595 +(epoch: 58, iters: 36588, time: 0.296, data: 0.019) G_GAN: 1.989 G_L1: 4.126 D_real: 0.000 D_fake: 0.290 +(epoch: 58, iters: 36688, time: 0.417, data: 0.021) G_GAN: 2.390 G_L1: 7.134 D_real: 0.000 D_fake: 0.411 +(epoch: 58, iters: 36788, time: 0.305, data: 0.023) G_GAN: 3.465 G_L1: 4.848 D_real: 0.000 D_fake: 0.638 +(epoch: 58, iters: 36888, time: 0.306, data: 0.021) G_GAN: 1.412 G_L1: 3.988 D_real: 0.000 D_fake: 0.229 +(epoch: 58, iters: 36988, time: 0.303, data: 0.018) G_GAN: 2.063 G_L1: 4.238 D_real: 0.000 D_fake: 0.102 +(epoch: 58, iters: 37088, time: 0.607, data: 0.019) G_GAN: 2.331 G_L1: 5.614 D_real: 0.000 D_fake: 0.160 +(epoch: 58, iters: 37188, time: 0.298, data: 0.019) G_GAN: 2.755 G_L1: 4.155 D_real: 0.000 D_fake: 0.417 +(epoch: 58, iters: 37288, time: 0.296, data: 0.019) G_GAN: 3.724 G_L1: 7.104 D_real: 0.003 D_fake: 0.252 +(epoch: 58, iters: 37388, time: 0.302, data: 0.018) G_GAN: 1.465 G_L1: 4.641 D_real: 0.001 D_fake: 0.652 +(epoch: 58, iters: 37488, time: 0.417, data: 0.019) G_GAN: 2.709 G_L1: 6.919 D_real: 0.000 D_fake: 0.388 +(epoch: 58, iters: 37588, time: 0.298, data: 0.018) G_GAN: 3.939 G_L1: 4.743 D_real: 0.001 D_fake: 0.029 +(epoch: 58, iters: 37688, time: 0.302, data: 0.020) G_GAN: 3.434 G_L1: 6.526 D_real: 0.004 D_fake: 0.158 +(epoch: 58, iters: 37788, time: 0.306, data: 0.020) G_GAN: 2.196 G_L1: 3.959 D_real: 0.000 D_fake: 0.218 +(epoch: 58, iters: 37888, time: 0.415, data: 0.022) G_GAN: 3.251 G_L1: 4.062 D_real: 0.000 D_fake: 0.292 +(epoch: 58, iters: 37988, time: 0.303, data: 0.019) G_GAN: 3.119 G_L1: 8.559 D_real: 0.002 D_fake: 0.105 +(epoch: 58, iters: 38088, time: 0.304, data: 0.020) G_GAN: 2.433 G_L1: 4.131 D_real: 0.000 D_fake: 0.363 +(epoch: 58, iters: 38188, time: 0.310, data: 0.020) G_GAN: 3.209 G_L1: 6.469 D_real: 0.000 D_fake: 0.404 +(epoch: 58, iters: 38288, time: 0.416, data: 0.018) G_GAN: 1.450 G_L1: 3.208 D_real: 0.000 D_fake: 0.274 +(epoch: 58, iters: 38388, time: 0.302, data: 0.028) G_GAN: 3.826 G_L1: 5.021 D_real: 0.000 D_fake: 0.122 +(epoch: 58, iters: 38488, time: 0.307, data: 0.020) G_GAN: 2.733 G_L1: 5.714 D_real: 0.000 D_fake: 0.467 +(epoch: 58, iters: 38588, time: 0.296, data: 0.021) G_GAN: 3.339 G_L1: 9.077 D_real: 0.000 D_fake: 0.406 +(epoch: 58, iters: 38688, time: 0.422, data: 0.018) G_GAN: 1.830 G_L1: 5.404 D_real: 0.000 D_fake: 0.441 +(epoch: 58, iters: 38788, time: 0.303, data: 0.019) G_GAN: 3.561 G_L1: 7.268 D_real: 0.008 D_fake: 0.185 +(epoch: 58, iters: 38888, time: 0.294, data: 0.020) G_GAN: 2.311 G_L1: 3.300 D_real: 0.000 D_fake: 0.388 +(epoch: 58, iters: 38988, time: 0.305, data: 0.022) G_GAN: 1.699 G_L1: 4.552 D_real: 0.000 D_fake: 0.700 +(epoch: 58, iters: 39088, time: 0.578, data: 0.020) G_GAN: 3.641 G_L1: 5.466 D_real: 0.001 D_fake: 0.267 +(epoch: 58, iters: 39188, time: 0.288, data: 0.020) G_GAN: 2.842 G_L1: 6.055 D_real: 0.000 D_fake: 0.484 +(epoch: 58, iters: 39288, time: 0.295, data: 0.019) G_GAN: 2.203 G_L1: 3.924 D_real: 0.000 D_fake: 0.288 +(epoch: 58, iters: 39388, time: 0.294, data: 0.018) G_GAN: 2.784 G_L1: 3.519 D_real: 0.001 D_fake: 0.143 +(epoch: 58, iters: 39488, time: 0.414, data: 0.019) G_GAN: 1.491 G_L1: 4.767 D_real: 0.000 D_fake: 0.595 +(epoch: 58, iters: 39588, time: 0.289, data: 0.017) G_GAN: 3.289 G_L1: 6.699 D_real: 0.000 D_fake: 0.205 +(epoch: 58, iters: 39688, time: 0.295, data: 0.019) G_GAN: 2.025 G_L1: 4.146 D_real: 0.000 D_fake: 0.489 +(epoch: 58, iters: 39788, time: 0.285, data: 0.018) G_GAN: 3.300 G_L1: 10.671 D_real: 0.003 D_fake: 0.489 +(epoch: 58, iters: 39888, time: 0.413, data: 0.017) G_GAN: 4.106 G_L1: 5.426 D_real: 0.000 D_fake: 0.270 +(epoch: 58, iters: 39988, time: 0.288, data: 0.017) G_GAN: 3.035 G_L1: 4.595 D_real: 0.000 D_fake: 0.412 +(epoch: 58, iters: 40088, time: 0.288, data: 0.017) G_GAN: 2.064 G_L1: 5.812 D_real: 0.000 D_fake: 0.487 +(epoch: 58, iters: 40188, time: 0.294, data: 0.020) G_GAN: 2.206 G_L1: 4.513 D_real: 0.000 D_fake: 0.229 +(epoch: 58, iters: 40288, time: 0.396, data: 0.018) G_GAN: 2.314 G_L1: 7.241 D_real: 0.000 D_fake: 0.572 +(epoch: 58, iters: 40388, time: 0.299, data: 0.021) G_GAN: 2.712 G_L1: 4.944 D_real: 0.000 D_fake: 0.208 +(epoch: 58, iters: 40488, time: 0.290, data: 0.018) G_GAN: 2.126 G_L1: 3.876 D_real: 0.000 D_fake: 0.405 +(epoch: 58, iters: 40588, time: 0.299, data: 0.023) G_GAN: 1.943 G_L1: 4.110 D_real: 0.006 D_fake: 0.337 +(epoch: 58, iters: 40688, time: 0.412, data: 0.021) G_GAN: 2.091 G_L1: 3.639 D_real: 0.000 D_fake: 0.273 +(epoch: 58, iters: 40788, time: 0.295, data: 0.019) G_GAN: 2.004 G_L1: 4.231 D_real: 0.000 D_fake: 0.695 +(epoch: 58, iters: 40888, time: 0.294, data: 0.020) G_GAN: 2.575 G_L1: 3.950 D_real: 0.002 D_fake: 0.152 +(epoch: 58, iters: 40988, time: 0.292, data: 0.019) G_GAN: 1.669 G_L1: 3.801 D_real: 0.000 D_fake: 0.920 +(epoch: 58, iters: 41088, time: 0.585, data: 0.019) G_GAN: 1.186 G_L1: 3.840 D_real: 0.001 D_fake: 0.370 +(epoch: 58, iters: 41188, time: 0.281, data: 0.019) G_GAN: 2.559 G_L1: 4.560 D_real: 0.000 D_fake: 0.263 +(epoch: 58, iters: 41288, time: 0.286, data: 0.017) G_GAN: 4.206 G_L1: 8.695 D_real: 0.000 D_fake: 0.108 +(epoch: 58, iters: 41388, time: 0.292, data: 0.018) G_GAN: 1.221 G_L1: 3.187 D_real: 0.002 D_fake: 0.985 +(epoch: 58, iters: 41488, time: 0.399, data: 0.017) G_GAN: 2.716 G_L1: 4.487 D_real: 0.000 D_fake: 0.177 +(epoch: 58, iters: 41588, time: 0.286, data: 0.031) G_GAN: 3.560 G_L1: 10.551 D_real: 0.000 D_fake: 0.203 +(epoch: 58, iters: 41688, time: 0.292, data: 0.017) G_GAN: 3.012 G_L1: 6.650 D_real: 0.000 D_fake: 0.178 +(epoch: 58, iters: 41788, time: 0.282, data: 0.018) G_GAN: 2.509 G_L1: 4.363 D_real: 0.000 D_fake: 0.305 +(epoch: 58, iters: 41888, time: 0.414, data: 0.016) G_GAN: 1.505 G_L1: 5.240 D_real: 0.001 D_fake: 0.349 +(epoch: 58, iters: 41988, time: 0.297, data: 0.017) G_GAN: 2.600 G_L1: 5.435 D_real: 0.000 D_fake: 0.263 +(epoch: 58, iters: 42088, time: 0.286, data: 0.018) G_GAN: 2.007 G_L1: 4.470 D_real: 0.000 D_fake: 0.688 +(epoch: 58, iters: 42188, time: 0.290, data: 0.018) G_GAN: 2.484 G_L1: 4.527 D_real: 0.000 D_fake: 0.500 +(epoch: 58, iters: 42288, time: 0.404, data: 0.018) G_GAN: 2.380 G_L1: 6.315 D_real: 0.000 D_fake: 0.752 +(epoch: 58, iters: 42388, time: 0.290, data: 0.019) G_GAN: 1.804 G_L1: 4.422 D_real: 0.000 D_fake: 0.811 +(epoch: 58, iters: 42488, time: 0.290, data: 0.017) G_GAN: 3.975 G_L1: 5.709 D_real: 0.000 D_fake: 0.330 +(epoch: 58, iters: 42588, time: 0.296, data: 0.018) G_GAN: 2.457 G_L1: 6.187 D_real: 0.005 D_fake: 0.193 +(epoch: 58, iters: 42688, time: 0.417, data: 0.018) G_GAN: 2.139 G_L1: 5.089 D_real: 0.000 D_fake: 0.632 +(epoch: 58, iters: 42788, time: 0.291, data: 0.018) G_GAN: 3.839 G_L1: 4.772 D_real: 0.000 D_fake: 0.064 +(epoch: 58, iters: 42888, time: 0.295, data: 0.019) G_GAN: 1.521 G_L1: 3.752 D_real: 0.001 D_fake: 0.551 +(epoch: 58, iters: 42988, time: 0.291, data: 0.018) G_GAN: 2.313 G_L1: 4.545 D_real: 0.020 D_fake: 0.921 +(epoch: 58, iters: 43088, time: 0.582, data: 0.019) G_GAN: 2.764 G_L1: 4.962 D_real: 0.000 D_fake: 0.337 +(epoch: 58, iters: 43188, time: 0.296, data: 0.017) G_GAN: 2.458 G_L1: 9.768 D_real: 0.001 D_fake: 0.298 +(epoch: 58, iters: 43288, time: 0.285, data: 0.018) G_GAN: 1.993 G_L1: 4.870 D_real: 0.000 D_fake: 0.718 +(epoch: 58, iters: 43388, time: 0.289, data: 0.018) G_GAN: 2.198 G_L1: 4.159 D_real: 0.000 D_fake: 0.484 +(epoch: 58, iters: 43488, time: 0.384, data: 0.018) G_GAN: 3.286 G_L1: 3.687 D_real: 0.000 D_fake: 0.137 +(epoch: 58, iters: 43588, time: 0.298, data: 0.017) G_GAN: 3.098 G_L1: 8.127 D_real: 0.000 D_fake: 0.678 +(epoch: 58, iters: 43688, time: 0.295, data: 0.018) G_GAN: 1.762 G_L1: 4.338 D_real: 0.000 D_fake: 0.558 +(epoch: 58, iters: 43788, time: 0.294, data: 0.018) G_GAN: 1.373 G_L1: 5.563 D_real: 0.000 D_fake: 0.895 +(epoch: 58, iters: 43888, time: 0.422, data: 0.017) G_GAN: 1.663 G_L1: 10.595 D_real: 0.000 D_fake: 0.272 +(epoch: 58, iters: 43988, time: 0.296, data: 0.018) G_GAN: 2.471 G_L1: 8.006 D_real: 0.000 D_fake: 0.204 +(epoch: 58, iters: 44088, time: 0.294, data: 0.020) G_GAN: 2.014 G_L1: 3.729 D_real: 0.000 D_fake: 0.360 +(epoch: 58, iters: 44188, time: 0.291, data: 0.020) G_GAN: 2.156 G_L1: 4.528 D_real: 0.000 D_fake: 0.555 +(epoch: 58, iters: 44288, time: 0.392, data: 0.019) G_GAN: 2.374 G_L1: 7.836 D_real: 0.003 D_fake: 0.660 +(epoch: 58, iters: 44388, time: 0.301, data: 0.018) G_GAN: 1.739 G_L1: 4.589 D_real: 0.000 D_fake: 0.357 +(epoch: 58, iters: 44488, time: 0.291, data: 0.018) G_GAN: 1.766 G_L1: 6.870 D_real: 0.000 D_fake: 0.375 +(epoch: 58, iters: 44588, time: 0.297, data: 0.017) G_GAN: 1.587 G_L1: 6.854 D_real: 0.000 D_fake: 1.263 +(epoch: 58, iters: 44688, time: 0.403, data: 0.019) G_GAN: 3.120 G_L1: 4.329 D_real: 0.000 D_fake: 0.238 +(epoch: 58, iters: 44788, time: 0.294, data: 0.018) G_GAN: 3.686 G_L1: 4.946 D_real: 0.000 D_fake: 0.198 +(epoch: 58, iters: 44888, time: 0.300, data: 0.018) G_GAN: 1.785 G_L1: 6.234 D_real: 0.001 D_fake: 0.583 +(epoch: 58, iters: 44988, time: 0.297, data: 0.019) G_GAN: 1.757 G_L1: 6.309 D_real: 0.000 D_fake: 0.708 +(epoch: 58, iters: 45088, time: 0.574, data: 0.019) G_GAN: 3.150 G_L1: 7.665 D_real: 0.000 D_fake: 0.211 +(epoch: 58, iters: 45188, time: 0.300, data: 0.016) G_GAN: 1.108 G_L1: 4.847 D_real: 0.000 D_fake: 0.809 +(epoch: 58, iters: 45288, time: 0.290, data: 0.020) G_GAN: 1.703 G_L1: 5.257 D_real: 0.000 D_fake: 0.682 +(epoch: 58, iters: 45388, time: 0.305, data: 0.019) G_GAN: 2.389 G_L1: 5.331 D_real: 0.000 D_fake: 0.453 +(epoch: 58, iters: 45488, time: 0.379, data: 0.019) G_GAN: 1.950 G_L1: 4.386 D_real: 0.001 D_fake: 0.517 +(epoch: 58, iters: 45588, time: 0.294, data: 0.023) G_GAN: 2.232 G_L1: 4.256 D_real: 0.001 D_fake: 0.353 +(epoch: 58, iters: 45688, time: 0.304, data: 0.018) G_GAN: 1.797 G_L1: 8.239 D_real: 0.000 D_fake: 1.138 +(epoch: 58, iters: 45788, time: 0.305, data: 0.020) G_GAN: 2.091 G_L1: 4.835 D_real: 0.001 D_fake: 0.599 +(epoch: 58, iters: 45888, time: 0.406, data: 0.018) G_GAN: 2.433 G_L1: 5.131 D_real: 0.000 D_fake: 0.439 +(epoch: 58, iters: 45988, time: 0.301, data: 0.021) G_GAN: 2.703 G_L1: 8.243 D_real: 0.000 D_fake: 0.580 +(epoch: 58, iters: 46088, time: 0.287, data: 0.020) G_GAN: 1.573 G_L1: 3.785 D_real: 0.000 D_fake: 0.446 +(epoch: 58, iters: 46188, time: 0.295, data: 0.021) G_GAN: 2.680 G_L1: 3.339 D_real: 0.000 D_fake: 0.184 +(epoch: 58, iters: 46288, time: 0.408, data: 0.019) G_GAN: 2.772 G_L1: 9.420 D_real: 0.000 D_fake: 0.666 +(epoch: 58, iters: 46388, time: 0.302, data: 0.017) G_GAN: 3.390 G_L1: 7.572 D_real: 0.000 D_fake: 0.369 +(epoch: 58, iters: 46488, time: 0.301, data: 0.019) G_GAN: 2.326 G_L1: 5.922 D_real: 0.000 D_fake: 0.574 +(epoch: 58, iters: 46588, time: 0.301, data: 0.020) G_GAN: 1.641 G_L1: 4.413 D_real: 0.000 D_fake: 0.401 +(epoch: 58, iters: 46688, time: 0.408, data: 0.019) G_GAN: 1.822 G_L1: 4.280 D_real: 0.000 D_fake: 0.257 +(epoch: 58, iters: 46788, time: 0.299, data: 0.018) G_GAN: 2.068 G_L1: 4.766 D_real: 0.000 D_fake: 0.564 +(epoch: 58, iters: 46888, time: 0.302, data: 0.020) G_GAN: 1.177 G_L1: 5.578 D_real: 0.000 D_fake: 0.477 +(epoch: 58, iters: 46988, time: 0.299, data: 0.021) G_GAN: 3.493 G_L1: 7.402 D_real: 0.000 D_fake: 0.557 +(epoch: 58, iters: 47088, time: 0.579, data: 0.018) G_GAN: 1.368 G_L1: 4.173 D_real: 0.001 D_fake: 0.628 +(epoch: 58, iters: 47188, time: 0.298, data: 0.018) G_GAN: 2.223 G_L1: 4.581 D_real: 0.000 D_fake: 0.376 +(epoch: 58, iters: 47288, time: 0.300, data: 0.018) G_GAN: 1.635 G_L1: 3.692 D_real: 0.000 D_fake: 0.519 +(epoch: 58, iters: 47388, time: 0.298, data: 0.019) G_GAN: 2.572 G_L1: 5.711 D_real: 0.000 D_fake: 0.204 +(epoch: 58, iters: 47488, time: 0.409, data: 0.018) G_GAN: 1.203 G_L1: 4.828 D_real: 0.000 D_fake: 0.836 +(epoch: 58, iters: 47588, time: 0.290, data: 0.018) G_GAN: 2.632 G_L1: 5.805 D_real: 0.000 D_fake: 0.241 +(epoch: 58, iters: 47688, time: 0.299, data: 0.018) G_GAN: 1.901 G_L1: 6.865 D_real: 0.017 D_fake: 0.283 +(epoch: 58, iters: 47788, time: 0.301, data: 0.019) G_GAN: 2.355 G_L1: 7.144 D_real: 0.000 D_fake: 0.296 +(epoch: 58, iters: 47888, time: 0.398, data: 0.019) G_GAN: 2.038 G_L1: 5.894 D_real: 0.000 D_fake: 0.409 +(epoch: 58, iters: 47988, time: 0.293, data: 0.020) G_GAN: 2.077 G_L1: 4.538 D_real: 0.000 D_fake: 0.394 +(epoch: 58, iters: 48088, time: 0.302, data: 0.019) G_GAN: 2.129 G_L1: 4.611 D_real: 0.000 D_fake: 0.209 +(epoch: 58, iters: 48188, time: 0.293, data: 0.021) G_GAN: 2.858 G_L1: 6.516 D_real: 0.000 D_fake: 0.449 +(epoch: 58, iters: 48288, time: 0.419, data: 0.019) G_GAN: 2.198 G_L1: 3.639 D_real: 0.002 D_fake: 0.506 +(epoch: 58, iters: 48388, time: 0.303, data: 0.019) G_GAN: 1.214 G_L1: 3.231 D_real: 0.003 D_fake: 0.523 +(epoch: 58, iters: 48488, time: 0.304, data: 0.021) G_GAN: 1.358 G_L1: 9.496 D_real: 0.000 D_fake: 0.522 +(epoch: 58, iters: 48588, time: 0.297, data: 0.019) G_GAN: 1.931 G_L1: 5.483 D_real: 0.000 D_fake: 1.141 +(epoch: 58, iters: 48688, time: 0.423, data: 0.018) G_GAN: 2.790 G_L1: 4.969 D_real: 0.001 D_fake: 0.222 +(epoch: 58, iters: 48788, time: 0.288, data: 0.019) G_GAN: 1.675 G_L1: 3.716 D_real: 0.003 D_fake: 0.269 +(epoch: 58, iters: 48888, time: 0.294, data: 0.018) G_GAN: 2.205 G_L1: 5.429 D_real: 0.000 D_fake: 0.231 +(epoch: 58, iters: 48988, time: 0.296, data: 0.019) G_GAN: 2.086 G_L1: 3.546 D_real: 0.000 D_fake: 0.192 +(epoch: 58, iters: 49088, time: 0.623, data: 0.021) G_GAN: 1.089 G_L1: 5.619 D_real: 0.001 D_fake: 1.029 +(epoch: 58, iters: 49188, time: 0.301, data: 0.020) G_GAN: 2.778 G_L1: 5.751 D_real: 0.000 D_fake: 0.575 +(epoch: 58, iters: 49288, time: 0.300, data: 0.018) G_GAN: 2.292 G_L1: 4.026 D_real: 0.015 D_fake: 0.292 +(epoch: 58, iters: 49388, time: 0.302, data: 0.020) G_GAN: 2.139 G_L1: 6.351 D_real: 0.003 D_fake: 0.266 +(epoch: 58, iters: 49488, time: 0.414, data: 0.018) G_GAN: 1.695 G_L1: 4.939 D_real: 0.004 D_fake: 0.818 +(epoch: 58, iters: 49588, time: 0.305, data: 0.018) G_GAN: 1.608 G_L1: 4.394 D_real: 0.000 D_fake: 0.494 +(epoch: 58, iters: 49688, time: 0.296, data: 0.018) G_GAN: 2.172 G_L1: 3.621 D_real: 0.002 D_fake: 0.264 +(epoch: 58, iters: 49788, time: 0.300, data: 0.018) G_GAN: 1.412 G_L1: 4.330 D_real: 0.000 D_fake: 0.627 +(epoch: 58, iters: 49888, time: 0.402, data: 0.019) G_GAN: 1.678 G_L1: 4.733 D_real: 0.000 D_fake: 0.401 +(epoch: 58, iters: 49988, time: 0.304, data: 0.018) G_GAN: 2.429 G_L1: 6.328 D_real: 0.000 D_fake: 0.295 +(epoch: 58, iters: 50088, time: 0.301, data: 0.019) G_GAN: 1.192 G_L1: 3.475 D_real: 0.000 D_fake: 0.578 +(epoch: 58, iters: 50188, time: 0.292, data: 0.021) G_GAN: 1.416 G_L1: 4.871 D_real: 0.000 D_fake: 0.559 +(epoch: 58, iters: 50288, time: 0.397, data: 0.030) G_GAN: 1.138 G_L1: 4.102 D_real: 0.000 D_fake: 0.424 +(epoch: 58, iters: 50388, time: 0.308, data: 0.019) G_GAN: 1.838 G_L1: 4.414 D_real: 0.000 D_fake: 0.579 +(epoch: 58, iters: 50488, time: 0.301, data: 0.020) G_GAN: 1.592 G_L1: 6.452 D_real: 0.001 D_fake: 1.173 +(epoch: 58, iters: 50588, time: 0.305, data: 0.019) G_GAN: 1.089 G_L1: 4.033 D_real: 0.000 D_fake: 0.716 +(epoch: 58, iters: 50688, time: 0.425, data: 0.018) G_GAN: 0.866 G_L1: 4.320 D_real: 0.000 D_fake: 0.798 +(epoch: 58, iters: 50788, time: 0.303, data: 0.019) G_GAN: 1.384 G_L1: 3.726 D_real: 0.000 D_fake: 0.352 +(epoch: 58, iters: 50888, time: 0.299, data: 0.019) G_GAN: 1.299 G_L1: 4.875 D_real: 0.000 D_fake: 0.742 +(epoch: 58, iters: 50988, time: 0.303, data: 0.018) G_GAN: 2.521 G_L1: 4.853 D_real: 0.000 D_fake: 0.955 +(epoch: 58, iters: 51088, time: 0.575, data: 0.019) G_GAN: 1.584 G_L1: 5.290 D_real: 0.011 D_fake: 0.868 +(epoch: 58, iters: 51188, time: 0.299, data: 0.019) G_GAN: 1.501 G_L1: 3.497 D_real: 0.003 D_fake: 0.429 +(epoch: 58, iters: 51288, time: 0.287, data: 0.020) G_GAN: 2.329 G_L1: 10.646 D_real: 0.182 D_fake: 0.272 +(epoch: 58, iters: 51388, time: 0.304, data: 0.021) G_GAN: 0.799 G_L1: 3.716 D_real: 0.009 D_fake: 0.542 +(epoch: 58, iters: 51488, time: 0.420, data: 0.019) G_GAN: 1.756 G_L1: 3.841 D_real: 0.003 D_fake: 0.637 +(epoch: 58, iters: 51588, time: 0.290, data: 0.019) G_GAN: 3.748 G_L1: 6.961 D_real: 0.001 D_fake: 0.231 +(epoch: 58, iters: 51688, time: 0.299, data: 0.019) G_GAN: 2.563 G_L1: 7.760 D_real: 0.000 D_fake: 0.379 +(epoch: 58, iters: 51788, time: 0.303, data: 0.019) G_GAN: 1.272 G_L1: 3.714 D_real: 0.000 D_fake: 0.551 +(epoch: 58, iters: 51888, time: 0.408, data: 0.019) G_GAN: 1.830 G_L1: 5.695 D_real: 0.001 D_fake: 0.462 +(epoch: 58, iters: 51988, time: 0.302, data: 0.018) G_GAN: 1.495 G_L1: 4.515 D_real: 0.001 D_fake: 0.604 +(epoch: 58, iters: 52088, time: 0.302, data: 0.020) G_GAN: 2.121 G_L1: 3.923 D_real: 0.000 D_fake: 0.400 +(epoch: 58, iters: 52188, time: 0.287, data: 0.019) G_GAN: 3.040 G_L1: 6.312 D_real: 0.003 D_fake: 0.259 +(epoch: 58, iters: 52288, time: 0.423, data: 0.017) G_GAN: 1.806 G_L1: 5.328 D_real: 0.000 D_fake: 0.570 +(epoch: 58, iters: 52388, time: 0.301, data: 0.019) G_GAN: 1.258 G_L1: 4.516 D_real: 0.019 D_fake: 0.915 +(epoch: 58, iters: 52488, time: 0.287, data: 0.021) G_GAN: 2.079 G_L1: 4.126 D_real: 0.000 D_fake: 0.355 +(epoch: 58, iters: 52588, time: 0.289, data: 0.017) G_GAN: 2.893 G_L1: 3.711 D_real: 0.000 D_fake: 0.139 +(epoch: 58, iters: 52688, time: 0.416, data: 0.020) G_GAN: 1.760 G_L1: 3.937 D_real: 0.000 D_fake: 0.617 +(epoch: 58, iters: 52788, time: 0.302, data: 0.019) G_GAN: 1.873 G_L1: 4.758 D_real: 0.002 D_fake: 0.599 +(epoch: 58, iters: 52888, time: 0.282, data: 0.020) G_GAN: 2.176 G_L1: 4.935 D_real: 0.000 D_fake: 0.241 +(epoch: 58, iters: 52988, time: 0.295, data: 0.018) G_GAN: 3.034 G_L1: 5.525 D_real: 0.004 D_fake: 0.423 +(epoch: 58, iters: 53088, time: 0.586, data: 0.018) G_GAN: 2.134 G_L1: 4.495 D_real: 0.025 D_fake: 0.746 +(epoch: 58, iters: 53188, time: 0.303, data: 0.019) G_GAN: 1.712 G_L1: 4.745 D_real: 0.037 D_fake: 0.253 +(epoch: 58, iters: 53288, time: 0.286, data: 0.018) G_GAN: 1.923 G_L1: 5.344 D_real: 0.001 D_fake: 0.462 +(epoch: 58, iters: 53388, time: 0.297, data: 0.021) G_GAN: 2.055 G_L1: 5.270 D_real: 0.001 D_fake: 0.238 +(epoch: 58, iters: 53488, time: 0.397, data: 0.018) G_GAN: 1.251 G_L1: 3.878 D_real: 0.000 D_fake: 0.763 +(epoch: 58, iters: 53588, time: 0.307, data: 0.019) G_GAN: 2.365 G_L1: 4.541 D_real: 0.000 D_fake: 0.249 +(epoch: 58, iters: 53688, time: 0.301, data: 0.021) G_GAN: 1.876 G_L1: 4.838 D_real: 0.047 D_fake: 0.419 +(epoch: 58, iters: 53788, time: 0.300, data: 0.019) G_GAN: 1.816 G_L1: 3.626 D_real: 0.000 D_fake: 0.358 +(epoch: 58, iters: 53888, time: 0.416, data: 0.020) G_GAN: 2.364 G_L1: 6.144 D_real: 0.000 D_fake: 0.352 +(epoch: 58, iters: 53988, time: 0.301, data: 0.018) G_GAN: 2.837 G_L1: 6.421 D_real: 0.013 D_fake: 0.126 +(epoch: 58, iters: 54088, time: 0.295, data: 0.019) G_GAN: 1.420 G_L1: 4.131 D_real: 0.000 D_fake: 0.478 +(epoch: 58, iters: 54188, time: 0.302, data: 0.019) G_GAN: 2.500 G_L1: 4.303 D_real: 0.001 D_fake: 0.129 +(epoch: 58, iters: 54288, time: 0.412, data: 0.019) G_GAN: 2.845 G_L1: 7.139 D_real: 0.000 D_fake: 0.557 +(epoch: 58, iters: 54388, time: 0.300, data: 0.019) G_GAN: 2.657 G_L1: 6.876 D_real: 0.008 D_fake: 0.228 +(epoch: 58, iters: 54488, time: 0.301, data: 0.019) G_GAN: 2.628 G_L1: 6.511 D_real: 0.002 D_fake: 0.243 +(epoch: 58, iters: 54588, time: 0.302, data: 0.019) G_GAN: 2.243 G_L1: 5.476 D_real: 0.000 D_fake: 0.326 +(epoch: 58, iters: 54688, time: 0.423, data: 0.019) G_GAN: 2.438 G_L1: 7.582 D_real: 0.011 D_fake: 0.275 +(epoch: 58, iters: 54788, time: 0.301, data: 0.020) G_GAN: 2.495 G_L1: 4.614 D_real: 0.000 D_fake: 0.473 +(epoch: 58, iters: 54888, time: 0.296, data: 0.019) G_GAN: 1.996 G_L1: 6.032 D_real: 0.000 D_fake: 0.817 +(epoch: 58, iters: 54988, time: 0.302, data: 0.019) G_GAN: 2.800 G_L1: 7.300 D_real: 0.000 D_fake: 0.200 +(epoch: 58, iters: 55088, time: 0.591, data: 0.019) G_GAN: 2.251 G_L1: 5.181 D_real: 0.000 D_fake: 0.324 +(epoch: 58, iters: 55188, time: 0.301, data: 0.019) G_GAN: 1.951 G_L1: 7.292 D_real: 0.101 D_fake: 0.383 +(epoch: 58, iters: 55288, time: 0.300, data: 0.019) G_GAN: 2.028 G_L1: 5.023 D_real: 0.000 D_fake: 0.511 +(epoch: 58, iters: 55388, time: 0.305, data: 0.019) G_GAN: 2.400 G_L1: 4.446 D_real: 0.360 D_fake: 0.148 +(epoch: 58, iters: 55488, time: 0.415, data: 0.018) G_GAN: 2.220 G_L1: 5.305 D_real: 0.000 D_fake: 0.381 +(epoch: 58, iters: 55588, time: 0.291, data: 0.019) G_GAN: 2.853 G_L1: 6.093 D_real: 0.000 D_fake: 0.239 +(epoch: 58, iters: 55688, time: 0.308, data: 0.018) G_GAN: 1.832 G_L1: 4.620 D_real: 0.000 D_fake: 0.208 +(epoch: 58, iters: 55788, time: 0.294, data: 0.019) G_GAN: 1.086 G_L1: 4.253 D_real: 0.002 D_fake: 0.625 +(epoch: 58, iters: 55888, time: 0.416, data: 0.018) G_GAN: 2.331 G_L1: 4.019 D_real: 0.001 D_fake: 0.501 +(epoch: 58, iters: 55988, time: 0.299, data: 0.018) G_GAN: 1.542 G_L1: 4.489 D_real: 0.000 D_fake: 0.391 +(epoch: 58, iters: 56088, time: 0.294, data: 0.018) G_GAN: 1.423 G_L1: 3.705 D_real: 0.010 D_fake: 0.883 +(epoch: 58, iters: 56188, time: 0.295, data: 0.018) G_GAN: 2.185 G_L1: 6.640 D_real: 0.001 D_fake: 0.855 +(epoch: 58, iters: 56288, time: 0.420, data: 0.019) G_GAN: 2.038 G_L1: 4.870 D_real: 0.000 D_fake: 0.261 +(epoch: 58, iters: 56388, time: 0.303, data: 0.019) G_GAN: 1.650 G_L1: 4.804 D_real: 0.000 D_fake: 0.287 +(epoch: 58, iters: 56488, time: 0.302, data: 0.020) G_GAN: 3.091 G_L1: 5.456 D_real: 0.016 D_fake: 0.307 +(epoch: 58, iters: 56588, time: 0.287, data: 0.018) G_GAN: 1.684 G_L1: 6.167 D_real: 0.001 D_fake: 1.188 +(epoch: 58, iters: 56688, time: 0.396, data: 0.018) G_GAN: 1.576 G_L1: 3.817 D_real: 0.002 D_fake: 0.688 +(epoch: 58, iters: 56788, time: 0.297, data: 0.018) G_GAN: 1.380 G_L1: 4.278 D_real: 0.000 D_fake: 0.515 +(epoch: 58, iters: 56888, time: 0.305, data: 0.020) G_GAN: 1.565 G_L1: 4.446 D_real: 0.000 D_fake: 0.409 +(epoch: 58, iters: 56988, time: 0.294, data: 0.018) G_GAN: 1.639 G_L1: 5.584 D_real: 0.000 D_fake: 0.727 +(epoch: 58, iters: 57088, time: 0.577, data: 0.018) G_GAN: 1.649 G_L1: 5.329 D_real: 0.000 D_fake: 0.415 +(epoch: 58, iters: 57188, time: 0.304, data: 0.017) G_GAN: 1.882 G_L1: 4.012 D_real: 0.000 D_fake: 0.198 +(epoch: 58, iters: 57288, time: 0.298, data: 0.020) G_GAN: 1.668 G_L1: 3.709 D_real: 0.015 D_fake: 0.444 +(epoch: 58, iters: 57388, time: 0.304, data: 0.018) G_GAN: 1.884 G_L1: 4.792 D_real: 0.000 D_fake: 0.278 +(epoch: 58, iters: 57488, time: 0.423, data: 0.021) G_GAN: 1.726 G_L1: 5.448 D_real: 0.000 D_fake: 0.440 +(epoch: 58, iters: 57588, time: 0.298, data: 0.018) G_GAN: 2.127 G_L1: 3.611 D_real: 0.000 D_fake: 0.402 +(epoch: 58, iters: 57688, time: 0.297, data: 0.021) G_GAN: 1.678 G_L1: 5.632 D_real: 0.000 D_fake: 0.552 +(epoch: 58, iters: 57788, time: 0.295, data: 0.021) G_GAN: 2.181 G_L1: 7.404 D_real: 0.166 D_fake: 0.290 +(epoch: 58, iters: 57888, time: 0.418, data: 0.019) G_GAN: 2.099 G_L1: 13.013 D_real: 0.001 D_fake: 0.242 +(epoch: 58, iters: 57988, time: 0.295, data: 0.018) G_GAN: 1.674 G_L1: 4.056 D_real: 0.001 D_fake: 0.658 +(epoch: 58, iters: 58088, time: 0.301, data: 0.019) G_GAN: 2.076 G_L1: 6.081 D_real: 0.001 D_fake: 0.314 +(epoch: 58, iters: 58188, time: 0.291, data: 0.019) G_GAN: 1.499 G_L1: 4.667 D_real: 0.001 D_fake: 0.347 +(epoch: 58, iters: 58288, time: 0.420, data: 0.018) G_GAN: 1.548 G_L1: 4.070 D_real: 0.002 D_fake: 0.311 +(epoch: 58, iters: 58388, time: 0.299, data: 0.018) G_GAN: 2.173 G_L1: 5.338 D_real: 0.000 D_fake: 0.190 +(epoch: 58, iters: 58488, time: 0.303, data: 0.018) G_GAN: 1.284 G_L1: 3.494 D_real: 0.001 D_fake: 0.661 +(epoch: 58, iters: 58588, time: 0.301, data: 0.019) G_GAN: 2.158 G_L1: 4.217 D_real: 0.000 D_fake: 0.165 +(epoch: 58, iters: 58688, time: 0.413, data: 0.019) G_GAN: 2.431 G_L1: 3.446 D_real: 0.001 D_fake: 0.229 +(epoch: 58, iters: 58788, time: 0.295, data: 0.019) G_GAN: 2.907 G_L1: 9.303 D_real: 0.042 D_fake: 0.134 +(epoch: 58, iters: 58888, time: 0.291, data: 0.020) G_GAN: 1.326 G_L1: 5.891 D_real: 0.055 D_fake: 0.448 +(epoch: 58, iters: 58988, time: 0.307, data: 0.018) G_GAN: 2.444 G_L1: 4.937 D_real: 0.000 D_fake: 0.285 +(epoch: 58, iters: 59088, time: 0.542, data: 0.021) G_GAN: 1.828 G_L1: 4.236 D_real: 0.000 D_fake: 0.506 +(epoch: 58, iters: 59188, time: 0.295, data: 0.020) G_GAN: 2.787 G_L1: 7.528 D_real: 0.000 D_fake: 0.257 +(epoch: 58, iters: 59288, time: 0.289, data: 0.018) G_GAN: 3.882 G_L1: 5.923 D_real: 0.001 D_fake: 0.118 +(epoch: 58, iters: 59388, time: 0.298, data: 0.019) G_GAN: 2.385 G_L1: 4.851 D_real: 0.062 D_fake: 0.183 +(epoch: 58, iters: 59488, time: 0.401, data: 0.019) G_GAN: 1.923 G_L1: 6.527 D_real: 0.002 D_fake: 0.313 +(epoch: 58, iters: 59588, time: 0.284, data: 0.017) G_GAN: 1.443 G_L1: 4.251 D_real: 0.000 D_fake: 0.485 +(epoch: 58, iters: 59688, time: 0.293, data: 0.019) G_GAN: 1.667 G_L1: 4.284 D_real: 0.010 D_fake: 0.369 +(epoch: 58, iters: 59788, time: 0.294, data: 0.018) G_GAN: 1.985 G_L1: 8.210 D_real: 0.006 D_fake: 0.476 +(epoch: 58, iters: 59888, time: 0.376, data: 0.022) G_GAN: 1.924 G_L1: 4.230 D_real: 0.000 D_fake: 0.317 +(epoch: 58, iters: 59988, time: 0.293, data: 0.017) G_GAN: 1.256 G_L1: 4.237 D_real: 0.000 D_fake: 0.881 +(epoch: 59, iters: 72, time: 0.287, data: 0.018) G_GAN: 2.136 G_L1: 4.697 D_real: 0.002 D_fake: 0.271 +(epoch: 59, iters: 172, time: 0.296, data: 0.019) G_GAN: 2.346 G_L1: 4.618 D_real: 0.002 D_fake: 0.991 +(epoch: 59, iters: 272, time: 0.586, data: 0.019) G_GAN: 1.941 G_L1: 4.130 D_real: 0.001 D_fake: 0.257 +(epoch: 59, iters: 372, time: 0.288, data: 0.017) G_GAN: 1.466 G_L1: 4.313 D_real: 0.000 D_fake: 0.580 +(epoch: 59, iters: 472, time: 0.289, data: 0.019) G_GAN: 2.359 G_L1: 3.851 D_real: 0.006 D_fake: 0.101 +(epoch: 59, iters: 572, time: 0.295, data: 0.020) G_GAN: 1.686 G_L1: 4.212 D_real: 0.000 D_fake: 0.287 +(epoch: 59, iters: 672, time: 0.374, data: 0.019) G_GAN: 1.392 G_L1: 3.774 D_real: 0.010 D_fake: 0.461 +(epoch: 59, iters: 772, time: 0.289, data: 0.018) G_GAN: 1.869 G_L1: 4.631 D_real: 0.017 D_fake: 0.425 +(epoch: 59, iters: 872, time: 0.288, data: 0.019) G_GAN: 1.466 G_L1: 3.519 D_real: 0.004 D_fake: 0.297 +(epoch: 59, iters: 972, time: 0.293, data: 0.019) G_GAN: 2.312 G_L1: 5.450 D_real: 0.002 D_fake: 0.212 +(epoch: 59, iters: 1072, time: 0.543, data: 0.021) G_GAN: 1.738 G_L1: 3.385 D_real: 0.001 D_fake: 0.377 +(epoch: 59, iters: 1172, time: 0.289, data: 0.018) G_GAN: 2.002 G_L1: 4.690 D_real: 0.000 D_fake: 0.478 +(epoch: 59, iters: 1272, time: 0.288, data: 0.020) G_GAN: 1.879 G_L1: 5.129 D_real: 0.001 D_fake: 0.628 +(epoch: 59, iters: 1372, time: 0.298, data: 0.020) G_GAN: 1.127 G_L1: 4.014 D_real: 0.000 D_fake: 0.734 +(epoch: 59, iters: 1472, time: 0.406, data: 0.019) G_GAN: 2.149 G_L1: 6.008 D_real: 0.001 D_fake: 0.398 +(epoch: 59, iters: 1572, time: 0.286, data: 0.018) G_GAN: 1.837 G_L1: 3.594 D_real: 0.000 D_fake: 0.783 +(epoch: 59, iters: 1672, time: 0.290, data: 0.019) G_GAN: 1.561 G_L1: 3.644 D_real: 0.000 D_fake: 0.318 +(epoch: 59, iters: 1772, time: 0.293, data: 0.018) G_GAN: 1.818 G_L1: 4.128 D_real: 0.000 D_fake: 0.305 +(epoch: 59, iters: 1872, time: 0.408, data: 0.020) G_GAN: 2.111 G_L1: 5.080 D_real: 0.026 D_fake: 0.821 +(epoch: 59, iters: 1972, time: 0.288, data: 0.018) G_GAN: 1.798 G_L1: 5.113 D_real: 0.004 D_fake: 0.333 +(epoch: 59, iters: 2072, time: 0.293, data: 0.019) G_GAN: 1.455 G_L1: 4.953 D_real: 0.004 D_fake: 0.644 +(epoch: 59, iters: 2172, time: 0.298, data: 0.020) G_GAN: 2.768 G_L1: 5.622 D_real: 0.013 D_fake: 0.128 +(epoch: 59, iters: 2272, time: 0.414, data: 0.019) G_GAN: 2.182 G_L1: 9.275 D_real: 0.001 D_fake: 0.399 +(epoch: 59, iters: 2372, time: 0.289, data: 0.018) G_GAN: 1.519 G_L1: 5.094 D_real: 0.000 D_fake: 0.664 +(epoch: 59, iters: 2472, time: 0.289, data: 0.019) G_GAN: 1.494 G_L1: 4.572 D_real: 0.000 D_fake: 1.142 +(epoch: 59, iters: 2572, time: 0.304, data: 0.018) G_GAN: 1.562 G_L1: 4.557 D_real: 0.002 D_fake: 0.422 +(epoch: 59, iters: 2672, time: 0.401, data: 0.019) G_GAN: 2.335 G_L1: 5.189 D_real: 0.000 D_fake: 0.367 +(epoch: 59, iters: 2772, time: 0.291, data: 0.018) G_GAN: 1.825 G_L1: 5.245 D_real: 0.002 D_fake: 0.523 +(epoch: 59, iters: 2872, time: 0.292, data: 0.018) G_GAN: 2.659 G_L1: 6.579 D_real: 0.000 D_fake: 0.762 +(epoch: 59, iters: 2972, time: 0.298, data: 0.018) G_GAN: 2.057 G_L1: 4.709 D_real: 0.009 D_fake: 0.334 +(epoch: 59, iters: 3072, time: 0.594, data: 0.018) G_GAN: 2.034 G_L1: 5.230 D_real: 0.000 D_fake: 0.156 +(epoch: 59, iters: 3172, time: 0.286, data: 0.018) G_GAN: 1.317 G_L1: 4.942 D_real: 0.001 D_fake: 0.558 +(epoch: 59, iters: 3272, time: 0.290, data: 0.017) G_GAN: 1.848 G_L1: 5.714 D_real: 0.005 D_fake: 0.337 +(epoch: 59, iters: 3372, time: 0.295, data: 0.019) G_GAN: 1.140 G_L1: 4.672 D_real: 0.000 D_fake: 0.908 +(epoch: 59, iters: 3472, time: 0.404, data: 0.018) G_GAN: 1.969 G_L1: 5.162 D_real: 0.003 D_fake: 0.422 +(epoch: 59, iters: 3572, time: 0.286, data: 0.018) G_GAN: 2.346 G_L1: 9.404 D_real: 0.000 D_fake: 0.301 +(epoch: 59, iters: 3672, time: 0.291, data: 0.018) G_GAN: 3.940 G_L1: 7.765 D_real: 0.007 D_fake: 0.451 +(epoch: 59, iters: 3772, time: 0.297, data: 0.018) G_GAN: 1.101 G_L1: 5.306 D_real: 0.000 D_fake: 0.426 +(epoch: 59, iters: 3872, time: 0.409, data: 0.020) G_GAN: 1.305 G_L1: 3.602 D_real: 0.001 D_fake: 0.698 +(epoch: 59, iters: 3972, time: 0.290, data: 0.018) G_GAN: 1.895 G_L1: 4.304 D_real: 0.000 D_fake: 0.364 +(epoch: 59, iters: 4072, time: 0.286, data: 0.018) G_GAN: 2.424 G_L1: 5.856 D_real: 0.053 D_fake: 0.395 +(epoch: 59, iters: 4172, time: 0.304, data: 0.019) G_GAN: 1.154 G_L1: 4.016 D_real: 0.010 D_fake: 0.480 +(epoch: 59, iters: 4272, time: 0.411, data: 0.019) G_GAN: 2.532 G_L1: 6.377 D_real: 0.550 D_fake: 0.215 +(epoch: 59, iters: 4372, time: 0.297, data: 0.019) G_GAN: 1.377 G_L1: 3.604 D_real: 0.006 D_fake: 0.364 +(epoch: 59, iters: 4472, time: 0.295, data: 0.018) G_GAN: 1.723 G_L1: 5.103 D_real: 0.083 D_fake: 0.542 +(epoch: 59, iters: 4572, time: 0.296, data: 0.018) G_GAN: 1.901 G_L1: 4.911 D_real: 0.003 D_fake: 0.517 +(epoch: 59, iters: 4672, time: 0.406, data: 0.019) G_GAN: 1.732 G_L1: 3.939 D_real: 0.054 D_fake: 0.428 +(epoch: 59, iters: 4772, time: 0.295, data: 0.019) G_GAN: 1.461 G_L1: 4.448 D_real: 0.010 D_fake: 0.725 +(epoch: 59, iters: 4872, time: 0.303, data: 0.019) G_GAN: 2.386 G_L1: 5.260 D_real: 0.002 D_fake: 0.356 +(epoch: 59, iters: 4972, time: 0.304, data: 0.019) G_GAN: 1.785 G_L1: 4.047 D_real: 0.004 D_fake: 0.219 +(epoch: 59, iters: 5072, time: 0.603, data: 0.019) G_GAN: 1.532 G_L1: 4.741 D_real: 0.000 D_fake: 0.466 +(epoch: 59, iters: 5172, time: 0.290, data: 0.019) G_GAN: 3.993 G_L1: 5.125 D_real: 0.031 D_fake: 0.040 +(epoch: 59, iters: 5272, time: 0.304, data: 0.018) G_GAN: 2.270 G_L1: 4.935 D_real: 0.006 D_fake: 0.509 +(epoch: 59, iters: 5372, time: 0.302, data: 0.018) G_GAN: 1.722 G_L1: 3.730 D_real: 0.001 D_fake: 0.326 +(epoch: 59, iters: 5472, time: 0.394, data: 0.019) G_GAN: 1.832 G_L1: 4.025 D_real: 0.003 D_fake: 0.379 +(epoch: 59, iters: 5572, time: 0.305, data: 0.018) G_GAN: 3.104 G_L1: 4.241 D_real: 0.001 D_fake: 0.095 +(epoch: 59, iters: 5672, time: 0.287, data: 0.019) G_GAN: 2.174 G_L1: 3.690 D_real: 0.070 D_fake: 0.295 +(epoch: 59, iters: 5772, time: 0.297, data: 0.018) G_GAN: 1.915 G_L1: 4.615 D_real: 0.035 D_fake: 0.329 +(epoch: 59, iters: 5872, time: 0.377, data: 0.018) G_GAN: 1.230 G_L1: 4.059 D_real: 0.000 D_fake: 0.732 +(epoch: 59, iters: 5972, time: 0.304, data: 0.017) G_GAN: 2.942 G_L1: 6.306 D_real: 0.027 D_fake: 0.229 +(epoch: 59, iters: 6072, time: 0.297, data: 0.020) G_GAN: 4.327 G_L1: 6.278 D_real: 0.332 D_fake: 0.069 +(epoch: 59, iters: 6172, time: 0.301, data: 0.019) G_GAN: 1.777 G_L1: 4.105 D_real: 0.000 D_fake: 0.304 +(epoch: 59, iters: 6272, time: 0.408, data: 0.023) G_GAN: 2.231 G_L1: 4.260 D_real: 0.308 D_fake: 0.220 +(epoch: 59, iters: 6372, time: 0.306, data: 0.019) G_GAN: 2.904 G_L1: 6.408 D_real: 0.051 D_fake: 0.229 +(epoch: 59, iters: 6472, time: 0.298, data: 0.020) G_GAN: 2.201 G_L1: 3.832 D_real: 0.004 D_fake: 0.155 +(epoch: 59, iters: 6572, time: 0.287, data: 0.018) G_GAN: 2.495 G_L1: 5.299 D_real: 0.003 D_fake: 0.246 +(epoch: 59, iters: 6672, time: 0.388, data: 0.018) G_GAN: 1.906 G_L1: 7.163 D_real: 0.000 D_fake: 0.738 +(epoch: 59, iters: 6772, time: 0.304, data: 0.017) G_GAN: 3.815 G_L1: 8.649 D_real: 0.000 D_fake: 0.171 +(epoch: 59, iters: 6872, time: 0.303, data: 0.022) G_GAN: 1.855 G_L1: 5.253 D_real: 0.011 D_fake: 0.218 +(epoch: 59, iters: 6972, time: 0.305, data: 0.019) G_GAN: 2.860 G_L1: 5.062 D_real: 0.080 D_fake: 0.216 +(epoch: 59, iters: 7072, time: 0.587, data: 0.019) G_GAN: 1.787 G_L1: 4.624 D_real: 0.006 D_fake: 0.465 +(epoch: 59, iters: 7172, time: 0.291, data: 0.019) G_GAN: 1.845 G_L1: 3.981 D_real: 0.015 D_fake: 0.235 +(epoch: 59, iters: 7272, time: 0.300, data: 0.020) G_GAN: 2.144 G_L1: 4.896 D_real: 0.002 D_fake: 0.279 +(epoch: 59, iters: 7372, time: 0.299, data: 0.019) G_GAN: 3.063 G_L1: 4.519 D_real: 0.000 D_fake: 0.123 +(epoch: 59, iters: 7472, time: 0.422, data: 0.019) G_GAN: 3.653 G_L1: 8.435 D_real: 0.005 D_fake: 0.168 +(epoch: 59, iters: 7572, time: 0.305, data: 0.018) G_GAN: 2.472 G_L1: 5.564 D_real: 0.060 D_fake: 0.518 +(epoch: 59, iters: 7672, time: 0.282, data: 0.020) G_GAN: 1.730 G_L1: 4.575 D_real: 0.025 D_fake: 0.493 +(epoch: 59, iters: 7772, time: 0.297, data: 0.019) G_GAN: 2.885 G_L1: 4.392 D_real: 0.000 D_fake: 0.249 +(epoch: 59, iters: 7872, time: 0.409, data: 0.018) G_GAN: 2.271 G_L1: 3.968 D_real: 0.169 D_fake: 0.256 +(epoch: 59, iters: 7972, time: 0.296, data: 0.019) G_GAN: 1.476 G_L1: 3.388 D_real: 0.015 D_fake: 0.367 +(epoch: 59, iters: 8072, time: 0.295, data: 0.019) G_GAN: 3.136 G_L1: 7.559 D_real: 0.002 D_fake: 0.131 +(epoch: 59, iters: 8172, time: 0.294, data: 0.019) G_GAN: 2.244 G_L1: 3.383 D_real: 0.022 D_fake: 0.180 +(epoch: 59, iters: 8272, time: 0.425, data: 0.018) G_GAN: 3.127 G_L1: 8.303 D_real: 0.003 D_fake: 0.286 +(epoch: 59, iters: 8372, time: 0.295, data: 0.018) G_GAN: 3.330 G_L1: 3.454 D_real: 0.002 D_fake: 0.065 +(epoch: 59, iters: 8472, time: 0.296, data: 0.019) G_GAN: 2.164 G_L1: 4.621 D_real: 0.002 D_fake: 0.404 +(epoch: 59, iters: 8572, time: 0.298, data: 0.020) G_GAN: 2.748 G_L1: 5.779 D_real: 0.002 D_fake: 0.400 +(epoch: 59, iters: 8672, time: 0.410, data: 0.018) G_GAN: 1.586 G_L1: 4.194 D_real: 0.254 D_fake: 0.363 +(epoch: 59, iters: 8772, time: 0.297, data: 0.019) G_GAN: 2.619 G_L1: 5.135 D_real: 0.037 D_fake: 0.288 +(epoch: 59, iters: 8872, time: 0.296, data: 0.020) G_GAN: 1.840 G_L1: 4.067 D_real: 0.264 D_fake: 0.502 +(epoch: 59, iters: 8972, time: 0.296, data: 0.018) G_GAN: 2.441 G_L1: 6.829 D_real: 0.013 D_fake: 0.246 +(epoch: 59, iters: 9072, time: 0.613, data: 0.019) G_GAN: 2.472 G_L1: 5.135 D_real: 0.002 D_fake: 0.664 +(epoch: 59, iters: 9172, time: 0.295, data: 0.019) G_GAN: 2.517 G_L1: 6.556 D_real: 0.000 D_fake: 0.305 +(epoch: 59, iters: 9272, time: 0.306, data: 0.019) G_GAN: 3.937 G_L1: 3.893 D_real: 0.004 D_fake: 0.029 +(epoch: 59, iters: 9372, time: 0.299, data: 0.019) G_GAN: 2.063 G_L1: 4.933 D_real: 0.045 D_fake: 0.362 +(epoch: 59, iters: 9472, time: 0.416, data: 0.018) G_GAN: 3.260 G_L1: 4.199 D_real: 0.002 D_fake: 0.174 +(epoch: 59, iters: 9572, time: 0.296, data: 0.019) G_GAN: 3.481 G_L1: 4.860 D_real: 0.000 D_fake: 0.083 +(epoch: 59, iters: 9672, time: 0.296, data: 0.018) G_GAN: 1.745 G_L1: 4.192 D_real: 0.001 D_fake: 0.889 +(epoch: 59, iters: 9772, time: 0.300, data: 0.018) G_GAN: 1.584 G_L1: 4.236 D_real: 0.009 D_fake: 0.264 +(epoch: 59, iters: 9872, time: 0.400, data: 0.019) G_GAN: 2.353 G_L1: 4.328 D_real: 0.002 D_fake: 0.390 +(epoch: 59, iters: 9972, time: 0.301, data: 0.019) G_GAN: 1.739 G_L1: 5.084 D_real: 0.000 D_fake: 0.233 +(epoch: 59, iters: 10072, time: 0.302, data: 0.022) G_GAN: 2.801 G_L1: 6.903 D_real: 0.000 D_fake: 0.338 +(epoch: 59, iters: 10172, time: 0.302, data: 0.019) G_GAN: 2.611 G_L1: 6.066 D_real: 0.004 D_fake: 0.595 +(epoch: 59, iters: 10272, time: 0.414, data: 0.021) G_GAN: 2.075 G_L1: 5.601 D_real: 0.001 D_fake: 0.273 +(epoch: 59, iters: 10372, time: 0.298, data: 0.018) G_GAN: 1.772 G_L1: 4.128 D_real: 0.000 D_fake: 0.526 +(epoch: 59, iters: 10472, time: 0.303, data: 0.021) G_GAN: 3.111 G_L1: 3.681 D_real: 0.051 D_fake: 0.234 +(epoch: 59, iters: 10572, time: 0.297, data: 0.020) G_GAN: 3.074 G_L1: 5.556 D_real: 0.596 D_fake: 0.457 +(epoch: 59, iters: 10672, time: 0.391, data: 0.021) G_GAN: 2.036 G_L1: 3.828 D_real: 0.002 D_fake: 0.420 +(epoch: 59, iters: 10772, time: 0.295, data: 0.018) G_GAN: 2.613 G_L1: 4.547 D_real: 0.006 D_fake: 0.166 +(epoch: 59, iters: 10872, time: 0.303, data: 0.017) G_GAN: 1.811 G_L1: 4.363 D_real: 0.006 D_fake: 0.956 +(epoch: 59, iters: 10972, time: 0.298, data: 0.019) G_GAN: 2.616 G_L1: 4.380 D_real: 0.003 D_fake: 0.245 +(epoch: 59, iters: 11072, time: 0.597, data: 0.019) G_GAN: 2.009 G_L1: 4.137 D_real: 0.033 D_fake: 0.162 +(epoch: 59, iters: 11172, time: 0.300, data: 0.019) G_GAN: 1.869 G_L1: 6.118 D_real: 0.017 D_fake: 0.414 +(epoch: 59, iters: 11272, time: 0.299, data: 0.019) G_GAN: 2.728 G_L1: 4.371 D_real: 0.005 D_fake: 0.108 +(epoch: 59, iters: 11372, time: 0.302, data: 0.020) G_GAN: 2.495 G_L1: 6.528 D_real: 0.004 D_fake: 0.398 +(epoch: 59, iters: 11472, time: 0.409, data: 0.020) G_GAN: 1.836 G_L1: 3.905 D_real: 0.014 D_fake: 0.208 +(epoch: 59, iters: 11572, time: 0.292, data: 0.018) G_GAN: 2.495 G_L1: 4.304 D_real: 0.000 D_fake: 0.264 +(epoch: 59, iters: 11672, time: 0.305, data: 0.019) G_GAN: 1.995 G_L1: 5.106 D_real: 0.000 D_fake: 0.171 +(epoch: 59, iters: 11772, time: 0.306, data: 0.019) G_GAN: 4.053 G_L1: 6.189 D_real: 0.001 D_fake: 0.043 +(epoch: 59, iters: 11872, time: 0.399, data: 0.022) G_GAN: 1.617 G_L1: 5.025 D_real: 0.024 D_fake: 1.359 +(epoch: 59, iters: 11972, time: 0.303, data: 0.018) G_GAN: 3.130 G_L1: 5.388 D_real: 0.004 D_fake: 0.168 +(epoch: 59, iters: 12072, time: 0.301, data: 0.019) G_GAN: 5.190 G_L1: 4.394 D_real: 0.097 D_fake: 0.028 +(epoch: 59, iters: 12172, time: 0.303, data: 0.019) G_GAN: 2.893 G_L1: 4.083 D_real: 0.254 D_fake: 0.294 +(epoch: 59, iters: 12272, time: 0.391, data: 0.019) G_GAN: 2.151 G_L1: 3.848 D_real: 0.000 D_fake: 0.198 +(epoch: 59, iters: 12372, time: 0.300, data: 0.018) G_GAN: 3.651 G_L1: 5.968 D_real: 0.000 D_fake: 0.089 +(epoch: 59, iters: 12472, time: 0.303, data: 0.019) G_GAN: 4.823 G_L1: 3.252 D_real: 0.025 D_fake: 0.024 +(epoch: 59, iters: 12572, time: 0.300, data: 0.020) G_GAN: 5.013 G_L1: 4.153 D_real: 0.066 D_fake: 0.013 +(epoch: 59, iters: 12672, time: 0.413, data: 0.019) G_GAN: 4.930 G_L1: 5.483 D_real: 0.361 D_fake: 0.066 +(epoch: 59, iters: 12772, time: 0.303, data: 0.018) G_GAN: 7.299 G_L1: 5.539 D_real: 0.000 D_fake: 0.004 +(epoch: 59, iters: 12872, time: 0.302, data: 0.020) G_GAN: 5.755 G_L1: 4.607 D_real: 0.031 D_fake: 0.113 +(epoch: 59, iters: 12972, time: 0.296, data: 0.019) G_GAN: 3.935 G_L1: 5.473 D_real: 0.057 D_fake: 0.101 +(epoch: 59, iters: 13072, time: 0.593, data: 0.025) G_GAN: 4.085 G_L1: 3.894 D_real: 0.036 D_fake: 0.075 +(epoch: 59, iters: 13172, time: 0.297, data: 0.019) G_GAN: 4.552 G_L1: 4.508 D_real: 0.114 D_fake: 0.091 +(epoch: 59, iters: 13272, time: 0.304, data: 0.019) G_GAN: 6.221 G_L1: 4.903 D_real: 0.099 D_fake: 0.093 +(epoch: 59, iters: 13372, time: 0.303, data: 0.018) G_GAN: 4.130 G_L1: 4.698 D_real: 0.058 D_fake: 0.042 +(epoch: 59, iters: 13472, time: 0.406, data: 0.019) G_GAN: 3.464 G_L1: 4.612 D_real: 0.000 D_fake: 0.066 +(epoch: 59, iters: 13572, time: 0.300, data: 0.019) G_GAN: 5.764 G_L1: 4.877 D_real: 0.030 D_fake: 0.034 +(epoch: 59, iters: 13672, time: 0.304, data: 0.019) G_GAN: 3.344 G_L1: 3.389 D_real: 0.010 D_fake: 0.172 +(epoch: 59, iters: 13772, time: 0.292, data: 0.018) G_GAN: 4.331 G_L1: 5.888 D_real: 0.244 D_fake: 0.033 +(epoch: 59, iters: 13872, time: 0.417, data: 0.019) G_GAN: 3.894 G_L1: 5.673 D_real: 0.161 D_fake: 0.069 +(epoch: 59, iters: 13972, time: 0.297, data: 0.019) G_GAN: 3.754 G_L1: 4.234 D_real: 0.085 D_fake: 0.048 +(epoch: 59, iters: 14072, time: 0.302, data: 0.019) G_GAN: 4.376 G_L1: 6.410 D_real: 0.202 D_fake: 0.043 +(epoch: 59, iters: 14172, time: 0.296, data: 0.021) G_GAN: 3.869 G_L1: 4.118 D_real: 0.149 D_fake: 0.058 +(epoch: 59, iters: 14272, time: 0.419, data: 0.019) G_GAN: 4.891 G_L1: 2.657 D_real: 0.190 D_fake: 0.060 +(epoch: 59, iters: 14372, time: 0.298, data: 0.019) G_GAN: 4.042 G_L1: 3.167 D_real: 0.095 D_fake: 0.060 +(epoch: 59, iters: 14472, time: 0.288, data: 0.020) G_GAN: 6.221 G_L1: 4.058 D_real: 0.036 D_fake: 0.012 +(epoch: 59, iters: 14572, time: 0.302, data: 0.017) G_GAN: 5.220 G_L1: 3.515 D_real: 0.008 D_fake: 0.026 +(epoch: 59, iters: 14672, time: 0.415, data: 0.019) G_GAN: 4.420 G_L1: 4.665 D_real: 0.209 D_fake: 0.038 +(epoch: 59, iters: 14772, time: 0.294, data: 0.018) G_GAN: 3.665 G_L1: 3.988 D_real: 0.161 D_fake: 0.107 +(epoch: 59, iters: 14872, time: 0.294, data: 0.019) G_GAN: 4.811 G_L1: 4.376 D_real: 0.003 D_fake: 0.131 +(epoch: 59, iters: 14972, time: 0.311, data: 0.019) G_GAN: 4.320 G_L1: 3.672 D_real: 0.030 D_fake: 0.086 +(epoch: 59, iters: 15072, time: 0.532, data: 0.019) G_GAN: 3.608 G_L1: 2.545 D_real: 0.039 D_fake: 0.105 +(epoch: 59, iters: 15172, time: 0.294, data: 0.017) G_GAN: 4.023 G_L1: 4.304 D_real: 0.176 D_fake: 0.185 +(epoch: 59, iters: 15272, time: 0.303, data: 0.018) G_GAN: 4.682 G_L1: 3.299 D_real: 0.145 D_fake: 0.051 +(epoch: 59, iters: 15372, time: 0.299, data: 0.018) G_GAN: 3.243 G_L1: 3.327 D_real: 0.021 D_fake: 0.445 +(epoch: 59, iters: 15472, time: 0.393, data: 0.021) G_GAN: 4.302 G_L1: 3.993 D_real: 0.001 D_fake: 0.113 +(epoch: 59, iters: 15572, time: 0.301, data: 0.020) G_GAN: 4.648 G_L1: 5.530 D_real: 0.083 D_fake: 0.085 +(epoch: 59, iters: 15672, time: 0.296, data: 0.018) G_GAN: 4.177 G_L1: 4.735 D_real: 0.001 D_fake: 0.051 +(epoch: 59, iters: 15772, time: 0.305, data: 0.019) G_GAN: 2.523 G_L1: 4.452 D_real: 0.714 D_fake: 0.032 +(epoch: 59, iters: 15872, time: 0.424, data: 0.018) G_GAN: 5.115 G_L1: 4.273 D_real: 0.395 D_fake: 0.015 +(epoch: 59, iters: 15972, time: 0.303, data: 0.018) G_GAN: 4.171 G_L1: 3.596 D_real: 0.001 D_fake: 0.059 +(epoch: 59, iters: 16072, time: 0.294, data: 0.020) G_GAN: 3.001 G_L1: 3.118 D_real: 0.182 D_fake: 0.081 +(epoch: 59, iters: 16172, time: 0.302, data: 0.019) G_GAN: 4.594 G_L1: 4.738 D_real: 0.000 D_fake: 0.210 +(epoch: 59, iters: 16272, time: 0.377, data: 0.017) G_GAN: 3.667 G_L1: 3.709 D_real: 0.035 D_fake: 0.158 +(epoch: 59, iters: 16372, time: 0.282, data: 0.019) G_GAN: 4.453 G_L1: 4.635 D_real: 0.221 D_fake: 0.026 +(epoch: 59, iters: 16472, time: 0.298, data: 0.021) G_GAN: 3.898 G_L1: 3.700 D_real: 0.013 D_fake: 0.161 +(epoch: 59, iters: 16572, time: 0.295, data: 0.018) G_GAN: 3.552 G_L1: 5.057 D_real: 0.078 D_fake: 0.103 +(epoch: 59, iters: 16672, time: 0.418, data: 0.018) G_GAN: 6.696 G_L1: 5.631 D_real: 0.123 D_fake: 0.154 +(epoch: 59, iters: 16772, time: 0.304, data: 0.018) G_GAN: 6.028 G_L1: 6.890 D_real: 0.068 D_fake: 0.012 +(epoch: 59, iters: 16872, time: 0.298, data: 0.020) G_GAN: 5.352 G_L1: 5.022 D_real: 0.056 D_fake: 0.014 +(epoch: 59, iters: 16972, time: 0.300, data: 0.019) G_GAN: 5.130 G_L1: 3.900 D_real: 0.039 D_fake: 0.009 +(epoch: 59, iters: 17072, time: 0.530, data: 0.019) G_GAN: 3.140 G_L1: 3.732 D_real: 0.079 D_fake: 0.070 +(epoch: 59, iters: 17172, time: 0.295, data: 0.018) G_GAN: 4.191 G_L1: 3.104 D_real: 0.002 D_fake: 0.302 +(epoch: 59, iters: 17272, time: 0.304, data: 0.018) G_GAN: 3.178 G_L1: 5.380 D_real: 0.121 D_fake: 0.153 +(epoch: 59, iters: 17372, time: 0.302, data: 0.019) G_GAN: 5.732 G_L1: 4.094 D_real: 0.015 D_fake: 0.020 +(epoch: 59, iters: 17472, time: 0.425, data: 0.018) G_GAN: 4.459 G_L1: 4.399 D_real: 0.014 D_fake: 0.121 +(epoch: 59, iters: 17572, time: 0.300, data: 0.020) G_GAN: 5.012 G_L1: 4.189 D_real: 0.303 D_fake: 0.016 +(epoch: 59, iters: 17672, time: 0.305, data: 0.019) G_GAN: 2.902 G_L1: 3.692 D_real: 0.146 D_fake: 0.079 +(epoch: 59, iters: 17772, time: 0.295, data: 0.019) G_GAN: 5.109 G_L1: 4.042 D_real: 0.005 D_fake: 0.028 +(epoch: 59, iters: 17872, time: 0.420, data: 0.017) G_GAN: 5.771 G_L1: 4.265 D_real: 0.063 D_fake: 0.024 +(epoch: 59, iters: 17972, time: 0.294, data: 0.026) G_GAN: 5.433 G_L1: 2.452 D_real: 0.001 D_fake: 0.041 +(epoch: 59, iters: 18072, time: 0.298, data: 0.030) G_GAN: 5.154 G_L1: 4.172 D_real: 0.008 D_fake: 0.086 +(epoch: 59, iters: 18172, time: 0.292, data: 0.020) G_GAN: 5.128 G_L1: 4.378 D_real: 0.016 D_fake: 0.263 +(epoch: 59, iters: 18272, time: 0.400, data: 0.022) G_GAN: 4.438 G_L1: 3.711 D_real: 0.017 D_fake: 0.090 +(epoch: 59, iters: 18372, time: 0.302, data: 0.018) G_GAN: 3.381 G_L1: 4.030 D_real: 0.096 D_fake: 0.225 +(epoch: 59, iters: 18472, time: 0.303, data: 0.020) G_GAN: 4.615 G_L1: 2.938 D_real: 0.012 D_fake: 0.048 +(epoch: 59, iters: 18572, time: 0.300, data: 0.019) G_GAN: 4.550 G_L1: 4.073 D_real: 0.056 D_fake: 0.262 +(epoch: 59, iters: 18672, time: 0.409, data: 0.024) G_GAN: 4.946 G_L1: 3.285 D_real: 0.138 D_fake: 0.015 +(epoch: 59, iters: 18772, time: 0.305, data: 0.020) G_GAN: 3.392 G_L1: 2.747 D_real: 0.233 D_fake: 0.075 +(epoch: 59, iters: 18872, time: 0.299, data: 0.019) G_GAN: 5.151 G_L1: 5.854 D_real: 0.108 D_fake: 0.037 +(epoch: 59, iters: 18972, time: 0.285, data: 0.018) G_GAN: 5.504 G_L1: 3.859 D_real: 0.005 D_fake: 0.043 +(epoch: 59, iters: 19072, time: 0.581, data: 0.016) G_GAN: 5.714 G_L1: 7.271 D_real: 0.004 D_fake: 0.018 +(epoch: 59, iters: 19172, time: 0.290, data: 0.019) G_GAN: 5.178 G_L1: 4.031 D_real: 0.050 D_fake: 0.028 +(epoch: 59, iters: 19272, time: 0.300, data: 0.018) G_GAN: 5.774 G_L1: 3.226 D_real: 0.348 D_fake: 0.040 +(epoch: 59, iters: 19372, time: 0.303, data: 0.019) G_GAN: 5.578 G_L1: 3.178 D_real: 0.130 D_fake: 0.048 +(epoch: 59, iters: 19472, time: 0.415, data: 0.020) G_GAN: 4.162 G_L1: 2.600 D_real: 0.229 D_fake: 0.051 +(epoch: 59, iters: 19572, time: 0.305, data: 0.018) G_GAN: 4.899 G_L1: 4.090 D_real: 0.052 D_fake: 0.130 +(epoch: 59, iters: 19672, time: 0.285, data: 0.019) G_GAN: 4.894 G_L1: 5.475 D_real: 0.080 D_fake: 0.103 +(epoch: 59, iters: 19772, time: 0.302, data: 0.017) G_GAN: 4.782 G_L1: 4.573 D_real: 0.000 D_fake: 0.025 +(epoch: 59, iters: 19872, time: 0.413, data: 0.020) G_GAN: 6.143 G_L1: 5.572 D_real: 0.003 D_fake: 0.013 +(epoch: 59, iters: 19972, time: 0.296, data: 0.020) G_GAN: 5.778 G_L1: 5.083 D_real: 0.006 D_fake: 0.045 +(epoch: 59, iters: 20072, time: 0.302, data: 0.017) G_GAN: 3.874 G_L1: 3.832 D_real: 0.028 D_fake: 0.367 +(epoch: 59, iters: 20172, time: 0.302, data: 0.018) G_GAN: 5.091 G_L1: 5.274 D_real: 0.032 D_fake: 0.056 +(epoch: 59, iters: 20272, time: 0.417, data: 0.019) G_GAN: 5.685 G_L1: 4.980 D_real: 0.037 D_fake: 0.020 +(epoch: 59, iters: 20372, time: 0.298, data: 0.020) G_GAN: 4.356 G_L1: 3.415 D_real: 0.025 D_fake: 0.075 +(epoch: 59, iters: 20472, time: 0.300, data: 0.018) G_GAN: 5.143 G_L1: 8.905 D_real: 0.001 D_fake: 0.081 +(epoch: 59, iters: 20572, time: 0.295, data: 0.021) G_GAN: 4.884 G_L1: 3.386 D_real: 0.091 D_fake: 0.020 +(epoch: 59, iters: 20672, time: 0.388, data: 0.017) G_GAN: 4.236 G_L1: 4.176 D_real: 0.014 D_fake: 0.104 +(epoch: 59, iters: 20772, time: 0.292, data: 0.020) G_GAN: 4.537 G_L1: 3.805 D_real: 0.073 D_fake: 0.025 +(epoch: 59, iters: 20872, time: 0.304, data: 0.020) G_GAN: 4.498 G_L1: 3.187 D_real: 0.052 D_fake: 0.201 +(epoch: 59, iters: 20972, time: 0.289, data: 0.020) G_GAN: 5.224 G_L1: 5.137 D_real: 0.005 D_fake: 0.181 +(epoch: 59, iters: 21072, time: 0.638, data: 0.018) G_GAN: 4.395 G_L1: 4.042 D_real: 0.064 D_fake: 0.047 +(epoch: 59, iters: 21172, time: 0.300, data: 0.020) G_GAN: 3.701 G_L1: 3.164 D_real: 0.127 D_fake: 0.100 +(epoch: 59, iters: 21272, time: 0.299, data: 0.019) G_GAN: 4.356 G_L1: 4.398 D_real: 0.009 D_fake: 0.087 +(epoch: 59, iters: 21372, time: 0.303, data: 0.022) G_GAN: 6.450 G_L1: 5.123 D_real: 0.002 D_fake: 0.007 +(epoch: 59, iters: 21472, time: 0.419, data: 0.021) G_GAN: 4.012 G_L1: 5.392 D_real: 0.514 D_fake: 0.024 +(epoch: 59, iters: 21572, time: 0.298, data: 0.019) G_GAN: 5.029 G_L1: 3.834 D_real: 0.236 D_fake: 0.019 +(epoch: 59, iters: 21672, time: 0.303, data: 0.020) G_GAN: 4.492 G_L1: 3.455 D_real: 0.010 D_fake: 0.107 +(epoch: 59, iters: 21772, time: 0.305, data: 0.020) G_GAN: 4.122 G_L1: 6.182 D_real: 0.114 D_fake: 0.126 +(epoch: 59, iters: 21872, time: 0.428, data: 0.019) G_GAN: 5.123 G_L1: 4.160 D_real: 0.023 D_fake: 0.054 +(epoch: 59, iters: 21972, time: 0.302, data: 0.020) G_GAN: 4.183 G_L1: 3.952 D_real: 0.000 D_fake: 0.037 +(epoch: 59, iters: 22072, time: 0.302, data: 0.020) G_GAN: 3.948 G_L1: 2.516 D_real: 0.165 D_fake: 0.156 +(epoch: 59, iters: 22172, time: 0.299, data: 0.019) G_GAN: 6.363 G_L1: 7.222 D_real: 0.097 D_fake: 0.159 +(epoch: 59, iters: 22272, time: 0.415, data: 0.020) G_GAN: 5.103 G_L1: 4.071 D_real: 0.041 D_fake: 0.033 +(epoch: 59, iters: 22372, time: 0.302, data: 0.017) G_GAN: 3.614 G_L1: 3.859 D_real: 0.039 D_fake: 0.114 +(epoch: 59, iters: 22472, time: 0.308, data: 0.019) G_GAN: 5.131 G_L1: 4.238 D_real: 0.154 D_fake: 0.456 +(epoch: 59, iters: 22572, time: 0.296, data: 0.021) G_GAN: 5.210 G_L1: 3.932 D_real: 0.184 D_fake: 0.022 +(epoch: 59, iters: 22672, time: 0.425, data: 0.019) G_GAN: 8.024 G_L1: 7.329 D_real: 0.201 D_fake: 0.002 +(epoch: 59, iters: 22772, time: 0.305, data: 0.019) G_GAN: 4.769 G_L1: 3.958 D_real: 0.012 D_fake: 0.082 +(epoch: 59, iters: 22872, time: 0.297, data: 0.018) G_GAN: 5.710 G_L1: 12.500 D_real: 0.032 D_fake: 0.050 +(epoch: 59, iters: 22972, time: 0.305, data: 0.019) G_GAN: 6.287 G_L1: 4.152 D_real: 0.010 D_fake: 0.019 +(epoch: 59, iters: 23072, time: 0.590, data: 0.020) G_GAN: 6.098 G_L1: 4.604 D_real: 0.008 D_fake: 0.050 +(epoch: 59, iters: 23172, time: 0.303, data: 0.019) G_GAN: 5.714 G_L1: 3.974 D_real: 0.005 D_fake: 0.050 +(epoch: 59, iters: 23272, time: 0.303, data: 0.018) G_GAN: 5.534 G_L1: 3.983 D_real: 0.013 D_fake: 0.021 +(epoch: 59, iters: 23372, time: 0.306, data: 0.019) G_GAN: 5.561 G_L1: 3.830 D_real: 0.002 D_fake: 0.070 +(epoch: 59, iters: 23472, time: 0.392, data: 0.020) G_GAN: 8.720 G_L1: 5.486 D_real: 0.006 D_fake: 0.001 +(epoch: 59, iters: 23572, time: 0.305, data: 0.019) G_GAN: 5.680 G_L1: 2.626 D_real: 0.017 D_fake: 0.044 +(epoch: 59, iters: 23672, time: 0.305, data: 0.019) G_GAN: 6.532 G_L1: 4.184 D_real: 0.013 D_fake: 0.035 +(epoch: 59, iters: 23772, time: 0.295, data: 0.020) G_GAN: 5.822 G_L1: 6.008 D_real: 0.025 D_fake: 0.219 +(epoch: 59, iters: 23872, time: 0.423, data: 0.019) G_GAN: 4.314 G_L1: 3.748 D_real: 0.093 D_fake: 0.598 +(epoch: 59, iters: 23972, time: 0.302, data: 0.018) G_GAN: 5.834 G_L1: 4.702 D_real: 0.164 D_fake: 0.025 +(epoch: 59, iters: 24072, time: 0.304, data: 0.020) G_GAN: 4.462 G_L1: 3.330 D_real: 0.026 D_fake: 0.037 +(epoch: 59, iters: 24172, time: 0.302, data: 0.020) G_GAN: 3.911 G_L1: 4.917 D_real: 0.057 D_fake: 0.061 +(epoch: 59, iters: 24272, time: 0.397, data: 0.021) G_GAN: 3.605 G_L1: 4.026 D_real: 0.048 D_fake: 0.058 +(epoch: 59, iters: 24372, time: 0.309, data: 0.022) G_GAN: 4.141 G_L1: 3.856 D_real: 0.001 D_fake: 0.124 +(epoch: 59, iters: 24472, time: 0.307, data: 0.020) G_GAN: 6.525 G_L1: 5.207 D_real: 0.002 D_fake: 0.006 +(epoch: 59, iters: 24572, time: 0.305, data: 0.019) G_GAN: 4.751 G_L1: 3.992 D_real: 0.001 D_fake: 0.108 +(epoch: 59, iters: 24672, time: 0.421, data: 0.018) G_GAN: 5.685 G_L1: 4.856 D_real: 0.023 D_fake: 0.011 +(epoch: 59, iters: 24772, time: 0.299, data: 0.019) G_GAN: 5.138 G_L1: 3.258 D_real: 0.077 D_fake: 0.851 +(epoch: 59, iters: 24872, time: 0.308, data: 0.019) G_GAN: 4.046 G_L1: 3.036 D_real: 0.024 D_fake: 0.082 +(epoch: 59, iters: 24972, time: 0.298, data: 0.018) G_GAN: 5.113 G_L1: 3.853 D_real: 0.001 D_fake: 0.038 +(epoch: 59, iters: 25072, time: 0.620, data: 0.019) G_GAN: 4.890 G_L1: 3.830 D_real: 0.006 D_fake: 0.127 +(epoch: 59, iters: 25172, time: 0.301, data: 0.018) G_GAN: 4.959 G_L1: 5.213 D_real: 0.005 D_fake: 0.041 +(epoch: 59, iters: 25272, time: 0.299, data: 0.019) G_GAN: 4.045 G_L1: 3.138 D_real: 0.058 D_fake: 0.056 +(epoch: 59, iters: 25372, time: 0.296, data: 0.019) G_GAN: 5.922 G_L1: 4.237 D_real: 0.038 D_fake: 0.014 +(epoch: 59, iters: 25472, time: 0.415, data: 0.017) G_GAN: 3.772 G_L1: 3.581 D_real: 0.111 D_fake: 0.083 +(epoch: 59, iters: 25572, time: 0.296, data: 0.019) G_GAN: 4.986 G_L1: 3.826 D_real: 0.001 D_fake: 0.073 +(epoch: 59, iters: 25672, time: 0.295, data: 0.019) G_GAN: 4.060 G_L1: 7.282 D_real: 0.009 D_fake: 0.135 +(epoch: 59, iters: 25772, time: 0.296, data: 0.019) G_GAN: 6.897 G_L1: 3.876 D_real: 0.002 D_fake: 0.004 +(epoch: 59, iters: 25872, time: 0.390, data: 0.019) G_GAN: 6.094 G_L1: 3.880 D_real: 0.028 D_fake: 0.014 +(epoch: 59, iters: 25972, time: 0.304, data: 0.022) G_GAN: 11.884 G_L1: 14.094 D_real: 0.007 D_fake: 0.001 +(epoch: 59, iters: 26072, time: 0.304, data: 0.019) G_GAN: 4.646 G_L1: 5.354 D_real: 0.003 D_fake: 0.094 +(epoch: 59, iters: 26172, time: 0.289, data: 0.019) G_GAN: 5.748 G_L1: 4.438 D_real: 0.001 D_fake: 0.018 +(epoch: 59, iters: 26272, time: 0.420, data: 0.037) G_GAN: 4.982 G_L1: 4.442 D_real: 0.058 D_fake: 0.054 +(epoch: 59, iters: 26372, time: 0.303, data: 0.018) G_GAN: 4.262 G_L1: 7.192 D_real: 0.010 D_fake: 0.056 +(epoch: 59, iters: 26472, time: 0.301, data: 0.019) G_GAN: 5.161 G_L1: 3.506 D_real: 0.035 D_fake: 0.070 +(epoch: 59, iters: 26572, time: 0.303, data: 0.018) G_GAN: 4.182 G_L1: 3.051 D_real: 0.139 D_fake: 0.072 +(epoch: 59, iters: 26672, time: 0.415, data: 0.019) G_GAN: 4.391 G_L1: 3.762 D_real: 0.011 D_fake: 0.075 +(epoch: 59, iters: 26772, time: 0.299, data: 0.020) G_GAN: 6.095 G_L1: 8.490 D_real: 0.001 D_fake: 0.030 +(epoch: 59, iters: 26872, time: 0.296, data: 0.019) G_GAN: 4.057 G_L1: 2.508 D_real: 0.012 D_fake: 0.180 +(epoch: 59, iters: 26972, time: 0.299, data: 0.018) G_GAN: 6.789 G_L1: 4.376 D_real: 0.092 D_fake: 0.009 +(epoch: 59, iters: 27072, time: 0.605, data: 0.020) G_GAN: 5.507 G_L1: 5.894 D_real: 0.154 D_fake: 0.053 +(epoch: 59, iters: 27172, time: 0.302, data: 0.020) G_GAN: 6.572 G_L1: 3.419 D_real: 0.154 D_fake: 0.004 +(epoch: 59, iters: 27272, time: 0.300, data: 0.018) G_GAN: 4.900 G_L1: 5.901 D_real: 0.127 D_fake: 0.018 +(epoch: 59, iters: 27372, time: 0.300, data: 0.021) G_GAN: 4.891 G_L1: 4.123 D_real: 0.265 D_fake: 0.018 +(epoch: 59, iters: 27472, time: 0.417, data: 0.019) G_GAN: 4.216 G_L1: 3.438 D_real: 0.140 D_fake: 0.063 +(epoch: 59, iters: 27572, time: 0.297, data: 0.019) G_GAN: 4.283 G_L1: 3.795 D_real: 0.005 D_fake: 0.127 +(epoch: 59, iters: 27672, time: 0.294, data: 0.019) G_GAN: 4.821 G_L1: 2.326 D_real: 0.476 D_fake: 0.033 +(epoch: 59, iters: 27772, time: 0.293, data: 0.019) G_GAN: 3.283 G_L1: 3.328 D_real: 0.004 D_fake: 0.262 +(epoch: 59, iters: 27872, time: 0.422, data: 0.019) G_GAN: 5.345 G_L1: 4.209 D_real: 0.025 D_fake: 0.024 +(epoch: 59, iters: 27972, time: 0.298, data: 0.017) G_GAN: 5.152 G_L1: 4.343 D_real: 0.012 D_fake: 0.074 +(epoch: 59, iters: 28072, time: 0.299, data: 0.020) G_GAN: 3.702 G_L1: 3.094 D_real: 0.177 D_fake: 0.054 +(epoch: 59, iters: 28172, time: 0.295, data: 0.018) G_GAN: 5.013 G_L1: 3.152 D_real: 0.343 D_fake: 0.105 +(epoch: 59, iters: 28272, time: 0.419, data: 0.019) G_GAN: 4.745 G_L1: 8.329 D_real: 0.488 D_fake: 0.162 +(epoch: 59, iters: 28372, time: 0.292, data: 0.018) G_GAN: 6.279 G_L1: 3.457 D_real: 0.022 D_fake: 0.012 +(epoch: 59, iters: 28472, time: 0.302, data: 0.019) G_GAN: 3.483 G_L1: 3.906 D_real: 0.257 D_fake: 0.057 +(epoch: 59, iters: 28572, time: 0.294, data: 0.019) G_GAN: 9.197 G_L1: 7.357 D_real: 0.002 D_fake: 0.011 +(epoch: 59, iters: 28672, time: 0.416, data: 0.017) G_GAN: 4.393 G_L1: 4.633 D_real: 0.069 D_fake: 0.286 +(epoch: 59, iters: 28772, time: 0.308, data: 0.020) G_GAN: 6.103 G_L1: 3.518 D_real: 0.011 D_fake: 0.005 +(epoch: 59, iters: 28872, time: 0.302, data: 0.021) G_GAN: 5.886 G_L1: 3.308 D_real: 0.019 D_fake: 0.009 +(epoch: 59, iters: 28972, time: 0.298, data: 0.019) G_GAN: 6.947 G_L1: 7.110 D_real: 0.005 D_fake: 0.042 +(epoch: 59, iters: 29072, time: 0.582, data: 0.018) G_GAN: 4.297 G_L1: 4.450 D_real: 0.021 D_fake: 0.087 +(epoch: 59, iters: 29172, time: 0.302, data: 0.019) G_GAN: 4.909 G_L1: 4.205 D_real: 0.019 D_fake: 0.034 +(epoch: 59, iters: 29272, time: 0.296, data: 0.020) G_GAN: 4.082 G_L1: 4.973 D_real: 0.075 D_fake: 0.101 +(epoch: 59, iters: 29372, time: 0.302, data: 0.019) G_GAN: 6.254 G_L1: 3.957 D_real: 0.127 D_fake: 0.011 +(epoch: 59, iters: 29472, time: 0.427, data: 0.019) G_GAN: 5.431 G_L1: 3.569 D_real: 0.028 D_fake: 0.060 +(epoch: 59, iters: 29572, time: 0.302, data: 0.019) G_GAN: 4.166 G_L1: 5.116 D_real: 1.024 D_fake: 0.004 +(epoch: 59, iters: 29672, time: 0.297, data: 0.021) G_GAN: 4.767 G_L1: 4.005 D_real: 0.002 D_fake: 0.200 +(epoch: 59, iters: 29772, time: 0.299, data: 0.019) G_GAN: 6.690 G_L1: 5.171 D_real: 0.542 D_fake: 0.007 +(epoch: 59, iters: 29872, time: 0.416, data: 0.020) G_GAN: 4.742 G_L1: 4.171 D_real: 0.056 D_fake: 0.043 +(epoch: 59, iters: 29972, time: 0.303, data: 0.019) G_GAN: 7.035 G_L1: 6.056 D_real: 0.004 D_fake: 0.014 +(epoch: 59, iters: 30072, time: 0.303, data: 0.020) G_GAN: 4.401 G_L1: 5.460 D_real: 0.042 D_fake: 0.067 +(epoch: 59, iters: 30172, time: 0.292, data: 0.019) G_GAN: 7.018 G_L1: 7.082 D_real: 0.016 D_fake: 0.061 +(epoch: 59, iters: 30272, time: 0.399, data: 0.019) G_GAN: 5.210 G_L1: 3.880 D_real: 0.003 D_fake: 0.017 +(epoch: 59, iters: 30372, time: 0.302, data: 0.018) G_GAN: 6.667 G_L1: 3.652 D_real: 0.011 D_fake: 0.025 +(epoch: 59, iters: 30472, time: 0.305, data: 0.019) G_GAN: 4.526 G_L1: 5.972 D_real: 0.336 D_fake: 0.101 +(epoch: 59, iters: 30572, time: 0.308, data: 0.019) G_GAN: 4.672 G_L1: 3.453 D_real: 0.002 D_fake: 0.765 +(epoch: 59, iters: 30672, time: 0.417, data: 0.018) G_GAN: 4.403 G_L1: 4.413 D_real: 0.101 D_fake: 0.135 +(epoch: 59, iters: 30772, time: 0.303, data: 0.018) G_GAN: 8.087 G_L1: 6.271 D_real: 0.063 D_fake: 0.981 +(epoch: 59, iters: 30872, time: 0.303, data: 0.019) G_GAN: 7.968 G_L1: 4.099 D_real: 0.000 D_fake: 0.006 +(epoch: 59, iters: 30972, time: 0.301, data: 0.018) G_GAN: 5.754 G_L1: 4.076 D_real: 0.072 D_fake: 0.035 +(epoch: 59, iters: 31072, time: 0.585, data: 0.019) G_GAN: 4.512 G_L1: 2.997 D_real: 0.058 D_fake: 0.152 +(epoch: 59, iters: 31172, time: 0.302, data: 0.017) G_GAN: 4.942 G_L1: 3.621 D_real: 0.005 D_fake: 0.395 +(epoch: 59, iters: 31272, time: 0.304, data: 0.019) G_GAN: 3.818 G_L1: 4.262 D_real: 0.025 D_fake: 0.113 +(epoch: 59, iters: 31372, time: 0.291, data: 0.018) G_GAN: 2.933 G_L1: 2.508 D_real: 0.133 D_fake: 0.230 +(epoch: 59, iters: 31472, time: 0.429, data: 0.019) G_GAN: 3.595 G_L1: 4.974 D_real: 0.864 D_fake: 0.020 +(epoch: 59, iters: 31572, time: 0.305, data: 0.020) G_GAN: 3.413 G_L1: 3.514 D_real: 1.317 D_fake: 0.010 +(epoch: 59, iters: 31672, time: 0.305, data: 0.019) G_GAN: 5.352 G_L1: 4.102 D_real: 0.013 D_fake: 0.052 +(epoch: 59, iters: 31772, time: 0.300, data: 0.020) G_GAN: 4.597 G_L1: 3.546 D_real: 0.251 D_fake: 0.014 +(epoch: 59, iters: 31872, time: 0.421, data: 0.019) G_GAN: 3.602 G_L1: 2.288 D_real: 0.078 D_fake: 0.041 +(epoch: 59, iters: 31972, time: 0.294, data: 0.018) G_GAN: 5.444 G_L1: 4.563 D_real: 0.002 D_fake: 0.033 +(epoch: 59, iters: 32072, time: 0.301, data: 0.020) G_GAN: 3.778 G_L1: 2.868 D_real: 0.034 D_fake: 0.103 +(epoch: 59, iters: 32172, time: 0.302, data: 0.020) G_GAN: 4.020 G_L1: 4.316 D_real: 0.002 D_fake: 0.145 +(epoch: 59, iters: 32272, time: 0.418, data: 0.019) G_GAN: 4.107 G_L1: 3.261 D_real: 0.233 D_fake: 0.021 +(epoch: 59, iters: 32372, time: 0.295, data: 0.018) G_GAN: 3.225 G_L1: 3.908 D_real: 0.033 D_fake: 0.168 +(epoch: 59, iters: 32472, time: 0.296, data: 0.018) G_GAN: 3.462 G_L1: 3.649 D_real: 0.046 D_fake: 0.205 +(epoch: 59, iters: 32572, time: 0.302, data: 0.019) G_GAN: 3.714 G_L1: 4.586 D_real: 0.106 D_fake: 0.076 +(epoch: 59, iters: 32672, time: 0.421, data: 0.019) G_GAN: 5.720 G_L1: 4.583 D_real: 0.232 D_fake: 0.018 +(epoch: 59, iters: 32772, time: 0.302, data: 0.019) G_GAN: 3.171 G_L1: 7.732 D_real: 1.010 D_fake: 0.079 +(epoch: 59, iters: 32872, time: 0.305, data: 0.020) G_GAN: 4.169 G_L1: 5.146 D_real: 0.013 D_fake: 0.067 +(epoch: 59, iters: 32972, time: 0.303, data: 0.019) G_GAN: 5.289 G_L1: 3.566 D_real: 0.004 D_fake: 0.103 +(epoch: 59, iters: 33072, time: 0.561, data: 0.019) G_GAN: 4.604 G_L1: 2.684 D_real: 0.020 D_fake: 0.080 +(epoch: 59, iters: 33172, time: 0.311, data: 0.019) G_GAN: 5.609 G_L1: 4.076 D_real: 0.032 D_fake: 0.030 +(epoch: 59, iters: 33272, time: 0.297, data: 0.018) G_GAN: 4.591 G_L1: 4.929 D_real: 0.017 D_fake: 0.188 +(epoch: 59, iters: 33372, time: 0.301, data: 0.022) G_GAN: 3.997 G_L1: 5.396 D_real: 0.001 D_fake: 0.083 +(epoch: 59, iters: 33472, time: 0.419, data: 0.018) G_GAN: 4.448 G_L1: 2.826 D_real: 0.336 D_fake: 0.039 +(epoch: 59, iters: 33572, time: 0.299, data: 0.019) G_GAN: 5.558 G_L1: 5.641 D_real: 0.146 D_fake: 0.010 +(epoch: 59, iters: 33672, time: 0.302, data: 0.020) G_GAN: 5.165 G_L1: 4.773 D_real: 0.003 D_fake: 0.027 +(epoch: 59, iters: 33772, time: 0.287, data: 0.019) G_GAN: 8.147 G_L1: 7.059 D_real: 0.008 D_fake: 0.005 +(epoch: 59, iters: 33872, time: 0.414, data: 0.018) G_GAN: 4.528 G_L1: 6.051 D_real: 0.005 D_fake: 0.361 +(epoch: 59, iters: 33972, time: 0.304, data: 0.020) G_GAN: 6.431 G_L1: 4.896 D_real: 0.019 D_fake: 0.033 +(epoch: 59, iters: 34072, time: 0.305, data: 0.019) G_GAN: 5.713 G_L1: 4.495 D_real: 0.014 D_fake: 0.017 +(epoch: 59, iters: 34172, time: 0.296, data: 0.021) G_GAN: 6.007 G_L1: 3.955 D_real: 0.180 D_fake: 0.023 +(epoch: 59, iters: 34272, time: 0.383, data: 0.020) G_GAN: 4.071 G_L1: 2.947 D_real: 0.487 D_fake: 0.024 +(epoch: 59, iters: 34372, time: 0.305, data: 0.018) G_GAN: 4.079 G_L1: 4.504 D_real: 0.086 D_fake: 0.208 +(epoch: 59, iters: 34472, time: 0.287, data: 0.019) G_GAN: 4.927 G_L1: 3.503 D_real: 0.075 D_fake: 0.091 +(epoch: 59, iters: 34572, time: 0.297, data: 0.018) G_GAN: 5.860 G_L1: 5.692 D_real: 0.001 D_fake: 0.010 +(epoch: 59, iters: 34672, time: 0.416, data: 0.018) G_GAN: 6.697 G_L1: 4.571 D_real: 0.079 D_fake: 0.002 +(epoch: 59, iters: 34772, time: 0.297, data: 0.019) G_GAN: 5.903 G_L1: 5.054 D_real: 0.003 D_fake: 0.020 +(epoch: 59, iters: 34872, time: 0.303, data: 0.018) G_GAN: 4.581 G_L1: 3.521 D_real: 0.117 D_fake: 0.033 +(epoch: 59, iters: 34972, time: 0.309, data: 0.020) G_GAN: 4.011 G_L1: 4.292 D_real: 0.250 D_fake: 0.123 +(epoch: 59, iters: 35072, time: 0.599, data: 0.020) G_GAN: 3.952 G_L1: 4.317 D_real: 0.728 D_fake: 0.064 +(epoch: 59, iters: 35172, time: 0.294, data: 0.020) G_GAN: 4.996 G_L1: 4.281 D_real: 0.004 D_fake: 0.084 +(epoch: 59, iters: 35272, time: 0.299, data: 0.017) G_GAN: 5.191 G_L1: 4.342 D_real: 0.002 D_fake: 0.147 +(epoch: 59, iters: 35372, time: 0.300, data: 0.019) G_GAN: 5.488 G_L1: 5.260 D_real: 0.001 D_fake: 0.017 +(epoch: 59, iters: 35472, time: 0.412, data: 0.020) G_GAN: 4.210 G_L1: 3.793 D_real: 0.011 D_fake: 0.083 +(epoch: 59, iters: 35572, time: 0.307, data: 0.017) G_GAN: 6.048 G_L1: 6.592 D_real: 0.128 D_fake: 0.025 +(epoch: 59, iters: 35672, time: 0.301, data: 0.020) G_GAN: 6.326 G_L1: 4.586 D_real: 0.207 D_fake: 0.006 +(epoch: 59, iters: 35772, time: 0.304, data: 0.020) G_GAN: 7.857 G_L1: 5.706 D_real: 0.006 D_fake: 0.006 +(epoch: 59, iters: 35872, time: 0.405, data: 0.019) G_GAN: 3.438 G_L1: 3.033 D_real: 0.082 D_fake: 0.078 +(epoch: 59, iters: 35972, time: 0.304, data: 0.018) G_GAN: 4.163 G_L1: 2.892 D_real: 0.020 D_fake: 0.059 +(epoch: 59, iters: 36072, time: 0.297, data: 0.019) G_GAN: 4.858 G_L1: 3.548 D_real: 0.103 D_fake: 0.015 +(epoch: 59, iters: 36172, time: 0.302, data: 0.018) G_GAN: 6.566 G_L1: 3.793 D_real: 0.007 D_fake: 0.011 +(epoch: 59, iters: 36272, time: 0.423, data: 0.019) G_GAN: 5.752 G_L1: 5.164 D_real: 0.051 D_fake: 0.030 +(epoch: 59, iters: 36372, time: 0.294, data: 0.020) G_GAN: 4.772 G_L1: 2.893 D_real: 0.031 D_fake: 0.028 +(epoch: 59, iters: 36472, time: 0.309, data: 0.019) G_GAN: 6.386 G_L1: 4.887 D_real: 0.009 D_fake: 0.006 +(epoch: 59, iters: 36572, time: 0.300, data: 0.019) G_GAN: 7.264 G_L1: 4.178 D_real: 0.001 D_fake: 0.036 +(epoch: 59, iters: 36672, time: 0.415, data: 0.026) G_GAN: 5.940 G_L1: 5.816 D_real: 0.032 D_fake: 0.041 +(epoch: 59, iters: 36772, time: 0.301, data: 0.018) G_GAN: 5.067 G_L1: 3.283 D_real: 0.005 D_fake: 0.120 +(epoch: 59, iters: 36872, time: 0.289, data: 0.019) G_GAN: 5.197 G_L1: 3.691 D_real: 0.001 D_fake: 0.100 +(epoch: 59, iters: 36972, time: 0.304, data: 0.018) G_GAN: 4.455 G_L1: 7.899 D_real: 0.000 D_fake: 0.083 +(epoch: 59, iters: 37072, time: 0.595, data: 0.019) G_GAN: 6.254 G_L1: 12.828 D_real: 0.329 D_fake: 0.010 +(epoch: 59, iters: 37172, time: 0.310, data: 0.017) G_GAN: 6.469 G_L1: 3.972 D_real: 0.035 D_fake: 0.005 +(epoch: 59, iters: 37272, time: 0.294, data: 0.020) G_GAN: 3.416 G_L1: 3.132 D_real: 0.261 D_fake: 0.045 +(epoch: 59, iters: 37372, time: 0.293, data: 0.021) G_GAN: 5.248 G_L1: 4.738 D_real: 0.016 D_fake: 0.074 +(epoch: 59, iters: 37472, time: 0.410, data: 0.021) G_GAN: 6.160 G_L1: 3.881 D_real: 0.036 D_fake: 0.012 +(epoch: 59, iters: 37572, time: 0.291, data: 0.020) G_GAN: 4.840 G_L1: 5.204 D_real: 0.028 D_fake: 0.240 +(epoch: 59, iters: 37672, time: 0.290, data: 0.018) G_GAN: 4.321 G_L1: 6.583 D_real: 0.006 D_fake: 0.083 +(epoch: 59, iters: 37772, time: 0.308, data: 0.020) G_GAN: 3.643 G_L1: 3.297 D_real: 0.178 D_fake: 0.047 +(epoch: 59, iters: 37872, time: 0.414, data: 0.018) G_GAN: 4.871 G_L1: 4.321 D_real: 0.007 D_fake: 0.032 +(epoch: 59, iters: 37972, time: 0.306, data: 0.018) G_GAN: 4.095 G_L1: 3.331 D_real: 0.139 D_fake: 0.026 +(epoch: 59, iters: 38072, time: 0.295, data: 0.019) G_GAN: 5.499 G_L1: 5.677 D_real: 0.000 D_fake: 0.044 +(epoch: 59, iters: 38172, time: 0.293, data: 0.020) G_GAN: 7.544 G_L1: 2.854 D_real: 0.055 D_fake: 0.005 +(epoch: 59, iters: 38272, time: 0.425, data: 0.018) G_GAN: 3.577 G_L1: 2.626 D_real: 0.081 D_fake: 0.076 +(epoch: 59, iters: 38372, time: 0.308, data: 0.020) G_GAN: 6.315 G_L1: 6.120 D_real: 0.004 D_fake: 0.010 +(epoch: 59, iters: 38472, time: 0.298, data: 0.021) G_GAN: 5.302 G_L1: 4.763 D_real: 0.036 D_fake: 0.028 +(epoch: 59, iters: 38572, time: 0.284, data: 0.017) G_GAN: 5.726 G_L1: 7.722 D_real: 0.002 D_fake: 0.067 +(epoch: 59, iters: 38672, time: 0.416, data: 0.017) G_GAN: 4.641 G_L1: 3.316 D_real: 0.222 D_fake: 0.061 +(epoch: 59, iters: 38772, time: 0.295, data: 0.019) G_GAN: 5.310 G_L1: 4.096 D_real: 0.034 D_fake: 0.035 +(epoch: 59, iters: 38872, time: 0.298, data: 0.019) G_GAN: 5.352 G_L1: 4.124 D_real: 0.016 D_fake: 0.062 +(epoch: 59, iters: 38972, time: 0.291, data: 0.018) G_GAN: 2.855 G_L1: 3.613 D_real: 0.975 D_fake: 0.053 +(epoch: 59, iters: 39072, time: 0.596, data: 0.020) G_GAN: 8.127 G_L1: 4.068 D_real: 0.239 D_fake: 0.016 +(epoch: 59, iters: 39172, time: 0.301, data: 0.019) G_GAN: 6.349 G_L1: 4.561 D_real: 0.055 D_fake: 0.004 +(epoch: 59, iters: 39272, time: 0.305, data: 0.019) G_GAN: 5.078 G_L1: 7.707 D_real: 0.106 D_fake: 0.046 +(epoch: 59, iters: 39372, time: 0.309, data: 0.019) G_GAN: 3.668 G_L1: 4.028 D_real: 0.023 D_fake: 0.101 +(epoch: 59, iters: 39472, time: 0.423, data: 0.019) G_GAN: 3.886 G_L1: 3.983 D_real: 0.043 D_fake: 0.242 +(epoch: 59, iters: 39572, time: 0.286, data: 0.019) G_GAN: 4.468 G_L1: 3.664 D_real: 0.017 D_fake: 0.114 +(epoch: 59, iters: 39672, time: 0.303, data: 0.019) G_GAN: 5.481 G_L1: 2.990 D_real: 0.038 D_fake: 0.088 +(epoch: 59, iters: 39772, time: 0.297, data: 0.018) G_GAN: 6.076 G_L1: 4.681 D_real: 0.064 D_fake: 0.020 +(epoch: 59, iters: 39872, time: 0.430, data: 0.018) G_GAN: 5.023 G_L1: 5.513 D_real: 0.066 D_fake: 0.029 +(epoch: 59, iters: 39972, time: 0.298, data: 0.019) G_GAN: 5.873 G_L1: 4.372 D_real: 0.038 D_fake: 0.020 +(epoch: 59, iters: 40072, time: 0.297, data: 0.017) G_GAN: 5.111 G_L1: 3.690 D_real: 0.000 D_fake: 0.044 +(epoch: 59, iters: 40172, time: 0.291, data: 0.019) G_GAN: 5.894 G_L1: 8.340 D_real: 0.014 D_fake: 0.025 +(epoch: 59, iters: 40272, time: 0.417, data: 0.018) G_GAN: 4.796 G_L1: 2.737 D_real: 0.189 D_fake: 0.022 +(epoch: 59, iters: 40372, time: 0.299, data: 0.018) G_GAN: 6.254 G_L1: 2.491 D_real: 0.240 D_fake: 0.004 +(epoch: 59, iters: 40472, time: 0.303, data: 0.022) G_GAN: 5.455 G_L1: 4.261 D_real: 0.022 D_fake: 0.020 +(epoch: 59, iters: 40572, time: 0.285, data: 0.019) G_GAN: 5.770 G_L1: 4.538 D_real: 0.000 D_fake: 0.082 +(epoch: 59, iters: 40672, time: 0.410, data: 0.018) G_GAN: 5.203 G_L1: 3.398 D_real: 0.064 D_fake: 0.030 +(epoch: 59, iters: 40772, time: 0.298, data: 0.017) G_GAN: 5.653 G_L1: 5.369 D_real: 0.006 D_fake: 0.085 +(epoch: 59, iters: 40872, time: 0.304, data: 0.018) G_GAN: 6.379 G_L1: 8.331 D_real: 0.002 D_fake: 0.108 +(epoch: 59, iters: 40972, time: 0.302, data: 0.019) G_GAN: 6.310 G_L1: 7.115 D_real: 0.004 D_fake: 0.165 +(epoch: 59, iters: 41072, time: 0.579, data: 0.020) G_GAN: 6.420 G_L1: 5.676 D_real: 0.000 D_fake: 0.036 +(epoch: 59, iters: 41172, time: 0.306, data: 0.018) G_GAN: 4.635 G_L1: 2.736 D_real: 0.006 D_fake: 0.079 +(epoch: 59, iters: 41272, time: 0.301, data: 0.017) G_GAN: 4.184 G_L1: 3.777 D_real: 0.013 D_fake: 0.078 +(epoch: 59, iters: 41372, time: 0.303, data: 0.019) G_GAN: 5.446 G_L1: 4.702 D_real: 0.005 D_fake: 0.013 +(epoch: 59, iters: 41472, time: 0.421, data: 0.018) G_GAN: 3.131 G_L1: 3.163 D_real: 0.401 D_fake: 0.060 +(epoch: 59, iters: 41572, time: 0.304, data: 0.021) G_GAN: 6.599 G_L1: 4.939 D_real: 0.063 D_fake: 0.051 +(epoch: 59, iters: 41672, time: 0.286, data: 0.020) G_GAN: 6.956 G_L1: 4.153 D_real: 0.006 D_fake: 0.015 +(epoch: 59, iters: 41772, time: 0.300, data: 0.017) G_GAN: 4.929 G_L1: 5.257 D_real: 0.000 D_fake: 0.545 +(epoch: 59, iters: 41872, time: 0.412, data: 0.022) G_GAN: 4.505 G_L1: 3.883 D_real: 0.036 D_fake: 0.044 +(epoch: 59, iters: 41972, time: 0.302, data: 0.018) G_GAN: 5.942 G_L1: 3.541 D_real: 0.137 D_fake: 0.196 +(epoch: 59, iters: 42072, time: 0.289, data: 0.019) G_GAN: 3.374 G_L1: 4.234 D_real: 0.504 D_fake: 0.063 +(epoch: 59, iters: 42172, time: 0.296, data: 0.018) G_GAN: 4.791 G_L1: 4.164 D_real: 0.079 D_fake: 0.086 +(epoch: 59, iters: 42272, time: 0.395, data: 0.019) G_GAN: 5.200 G_L1: 3.342 D_real: 0.651 D_fake: 0.009 +(epoch: 59, iters: 42372, time: 0.304, data: 0.018) G_GAN: 4.417 G_L1: 3.212 D_real: 0.136 D_fake: 0.035 +(epoch: 59, iters: 42472, time: 0.305, data: 0.019) G_GAN: 5.777 G_L1: 2.239 D_real: 0.081 D_fake: 0.055 +(epoch: 59, iters: 42572, time: 0.302, data: 0.021) G_GAN: 5.069 G_L1: 4.608 D_real: 0.035 D_fake: 0.054 +(epoch: 59, iters: 42672, time: 0.422, data: 0.018) G_GAN: 5.527 G_L1: 1.895 D_real: 0.010 D_fake: 0.023 +(epoch: 59, iters: 42772, time: 0.305, data: 0.018) G_GAN: 4.723 G_L1: 4.908 D_real: 0.014 D_fake: 0.056 +(epoch: 59, iters: 42872, time: 0.310, data: 0.021) G_GAN: 5.086 G_L1: 4.766 D_real: 0.016 D_fake: 0.027 +(epoch: 59, iters: 42972, time: 0.297, data: 0.021) G_GAN: 5.827 G_L1: 4.254 D_real: 0.129 D_fake: 0.017 +(epoch: 59, iters: 43072, time: 0.619, data: 0.020) G_GAN: 3.642 G_L1: 3.252 D_real: 0.124 D_fake: 0.183 +(epoch: 59, iters: 43172, time: 0.300, data: 0.018) G_GAN: 4.901 G_L1: 4.463 D_real: 0.168 D_fake: 0.027 +(epoch: 59, iters: 43272, time: 0.291, data: 0.019) G_GAN: 4.678 G_L1: 4.076 D_real: 0.150 D_fake: 0.119 +(epoch: 59, iters: 43372, time: 0.294, data: 0.018) G_GAN: 5.132 G_L1: 4.649 D_real: 0.041 D_fake: 0.018 +(epoch: 59, iters: 43472, time: 0.420, data: 0.023) G_GAN: 6.520 G_L1: 4.800 D_real: 0.001 D_fake: 0.012 +(epoch: 59, iters: 43572, time: 0.266, data: 0.019) G_GAN: 4.631 G_L1: 3.093 D_real: 0.024 D_fake: 0.075 +(epoch: 59, iters: 43672, time: 0.300, data: 0.015) G_GAN: 4.023 G_L1: 3.193 D_real: 0.093 D_fake: 0.055 +(epoch: 59, iters: 43772, time: 0.302, data: 0.023) G_GAN: 6.573 G_L1: 4.862 D_real: 0.000 D_fake: 0.007 +(epoch: 59, iters: 43872, time: 0.403, data: 0.019) G_GAN: 7.780 G_L1: 6.088 D_real: 0.004 D_fake: 0.007 +(epoch: 59, iters: 43972, time: 0.297, data: 0.019) G_GAN: 5.254 G_L1: 5.012 D_real: 0.009 D_fake: 0.015 +(epoch: 59, iters: 44072, time: 0.289, data: 0.021) G_GAN: 5.882 G_L1: 7.163 D_real: 0.000 D_fake: 0.018 +(epoch: 59, iters: 44172, time: 0.298, data: 0.019) G_GAN: 4.300 G_L1: 2.930 D_real: 0.168 D_fake: 0.024 +(epoch: 59, iters: 44272, time: 0.419, data: 0.020) G_GAN: 5.283 G_L1: 4.730 D_real: 0.006 D_fake: 0.139 +(epoch: 59, iters: 44372, time: 0.293, data: 0.018) G_GAN: 2.162 G_L1: 3.396 D_real: 0.650 D_fake: 0.190 +(epoch: 59, iters: 44472, time: 0.271, data: 0.021) G_GAN: 4.411 G_L1: 3.702 D_real: 0.010 D_fake: 0.210 +(epoch: 59, iters: 44572, time: 0.289, data: 0.016) G_GAN: 4.474 G_L1: 4.535 D_real: 0.058 D_fake: 0.065 +(epoch: 59, iters: 44672, time: 0.394, data: 0.018) G_GAN: 4.504 G_L1: 2.943 D_real: 0.008 D_fake: 0.046 +(epoch: 59, iters: 44772, time: 0.296, data: 0.019) G_GAN: 4.727 G_L1: 3.739 D_real: 0.044 D_fake: 0.059 +(epoch: 59, iters: 44872, time: 0.297, data: 0.021) G_GAN: 5.338 G_L1: 4.787 D_real: 0.098 D_fake: 0.014 +(epoch: 59, iters: 44972, time: 0.289, data: 0.019) G_GAN: 4.709 G_L1: 3.794 D_real: 0.001 D_fake: 0.016 +(epoch: 59, iters: 45072, time: 0.579, data: 0.019) G_GAN: 6.352 G_L1: 3.300 D_real: 0.008 D_fake: 0.012 +(epoch: 59, iters: 45172, time: 0.302, data: 0.019) G_GAN: 4.504 G_L1: 3.636 D_real: 0.005 D_fake: 0.043 +(epoch: 59, iters: 45272, time: 0.301, data: 0.019) G_GAN: 3.110 G_L1: 4.976 D_real: 0.006 D_fake: 0.131 +(epoch: 59, iters: 45372, time: 0.302, data: 0.020) G_GAN: 4.447 G_L1: 3.721 D_real: 0.234 D_fake: 0.027 +(epoch: 59, iters: 45472, time: 0.420, data: 0.035) G_GAN: 5.472 G_L1: 4.053 D_real: 0.266 D_fake: 0.035 +(epoch: 59, iters: 45572, time: 0.298, data: 0.019) G_GAN: 2.468 G_L1: 3.756 D_real: 0.608 D_fake: 0.071 +(epoch: 59, iters: 45672, time: 0.292, data: 0.019) G_GAN: 5.871 G_L1: 5.621 D_real: 0.049 D_fake: 0.023 +(epoch: 59, iters: 45772, time: 0.304, data: 0.020) G_GAN: 4.885 G_L1: 2.260 D_real: 0.000 D_fake: 0.021 +(epoch: 59, iters: 45872, time: 0.419, data: 0.018) G_GAN: 5.999 G_L1: 3.417 D_real: 0.053 D_fake: 0.038 +(epoch: 59, iters: 45972, time: 0.304, data: 0.020) G_GAN: 5.543 G_L1: 4.269 D_real: 0.022 D_fake: 0.096 +(epoch: 59, iters: 46072, time: 0.291, data: 0.018) G_GAN: 3.404 G_L1: 3.114 D_real: 0.267 D_fake: 0.114 +(epoch: 59, iters: 46172, time: 0.307, data: 0.019) G_GAN: 4.288 G_L1: 4.219 D_real: 0.244 D_fake: 0.026 +(epoch: 59, iters: 46272, time: 0.413, data: 0.019) G_GAN: 5.832 G_L1: 3.938 D_real: 0.001 D_fake: 0.081 +(epoch: 59, iters: 46372, time: 0.303, data: 0.018) G_GAN: 4.422 G_L1: 4.104 D_real: 0.006 D_fake: 0.590 +(epoch: 59, iters: 46472, time: 0.300, data: 0.020) G_GAN: 5.235 G_L1: 4.121 D_real: 0.116 D_fake: 0.465 +(epoch: 59, iters: 46572, time: 0.305, data: 0.019) G_GAN: 5.053 G_L1: 3.020 D_real: 0.082 D_fake: 0.372 +(epoch: 59, iters: 46672, time: 0.417, data: 0.019) G_GAN: 6.983 G_L1: 6.224 D_real: 0.016 D_fake: 0.024 +(epoch: 59, iters: 46772, time: 0.303, data: 0.021) G_GAN: 6.017 G_L1: 3.389 D_real: 0.552 D_fake: 0.005 +(epoch: 59, iters: 46872, time: 0.294, data: 0.019) G_GAN: 4.210 G_L1: 3.710 D_real: 0.152 D_fake: 0.030 +(epoch: 59, iters: 46972, time: 0.294, data: 0.018) G_GAN: 6.584 G_L1: 7.433 D_real: 0.006 D_fake: 0.005 +(epoch: 59, iters: 47072, time: 0.572, data: 0.019) G_GAN: 5.297 G_L1: 6.618 D_real: 0.014 D_fake: 0.029 +(epoch: 59, iters: 47172, time: 0.288, data: 0.019) G_GAN: 4.039 G_L1: 3.893 D_real: 0.010 D_fake: 0.284 +(epoch: 59, iters: 47272, time: 0.296, data: 0.021) G_GAN: 3.587 G_L1: 3.097 D_real: 0.022 D_fake: 0.149 +(epoch: 59, iters: 47372, time: 0.292, data: 0.018) G_GAN: 5.047 G_L1: 3.737 D_real: 0.003 D_fake: 0.035 +(epoch: 59, iters: 47472, time: 0.414, data: 0.024) G_GAN: 5.872 G_L1: 3.276 D_real: 0.057 D_fake: 0.008 +(epoch: 59, iters: 47572, time: 0.285, data: 0.018) G_GAN: 5.867 G_L1: 3.656 D_real: 0.003 D_fake: 0.016 +(epoch: 59, iters: 47672, time: 0.304, data: 0.017) G_GAN: 4.639 G_L1: 3.811 D_real: 0.073 D_fake: 0.060 +(epoch: 59, iters: 47772, time: 0.290, data: 0.019) G_GAN: 6.143 G_L1: 4.206 D_real: 0.042 D_fake: 0.011 +(epoch: 59, iters: 47872, time: 0.420, data: 0.018) G_GAN: 4.900 G_L1: 2.542 D_real: 0.000 D_fake: 0.432 +(epoch: 59, iters: 47972, time: 0.296, data: 0.020) G_GAN: 5.522 G_L1: 3.889 D_real: 0.003 D_fake: 0.247 +(epoch: 59, iters: 48072, time: 0.303, data: 0.019) G_GAN: 5.649 G_L1: 3.756 D_real: 0.033 D_fake: 0.017 +(epoch: 59, iters: 48172, time: 0.294, data: 0.019) G_GAN: 5.202 G_L1: 2.809 D_real: 0.486 D_fake: 0.018 +(epoch: 59, iters: 48272, time: 0.406, data: 0.018) G_GAN: 4.979 G_L1: 3.832 D_real: 0.142 D_fake: 0.076 +(epoch: 59, iters: 48372, time: 0.294, data: 0.017) G_GAN: 5.161 G_L1: 4.160 D_real: 0.386 D_fake: 0.055 +(epoch: 59, iters: 48472, time: 0.305, data: 0.019) G_GAN: 4.737 G_L1: 5.656 D_real: 0.179 D_fake: 0.036 +(epoch: 59, iters: 48572, time: 0.300, data: 0.018) G_GAN: 3.865 G_L1: 4.118 D_real: 0.041 D_fake: 0.087 +(epoch: 59, iters: 48672, time: 0.399, data: 0.018) G_GAN: 6.057 G_L1: 4.636 D_real: 0.007 D_fake: 0.107 +(epoch: 59, iters: 48772, time: 0.296, data: 0.019) G_GAN: 4.188 G_L1: 3.139 D_real: 0.522 D_fake: 0.004 +(epoch: 59, iters: 48872, time: 0.298, data: 0.018) G_GAN: 4.395 G_L1: 3.938 D_real: 0.045 D_fake: 0.562 +(epoch: 59, iters: 48972, time: 0.302, data: 0.020) G_GAN: 5.571 G_L1: 4.120 D_real: 0.165 D_fake: 0.027 +(epoch: 59, iters: 49072, time: 0.583, data: 0.019) G_GAN: 2.648 G_L1: 3.431 D_real: 0.448 D_fake: 0.078 +(epoch: 59, iters: 49172, time: 0.289, data: 0.021) G_GAN: 4.600 G_L1: 3.878 D_real: 0.019 D_fake: 0.044 +(epoch: 59, iters: 49272, time: 0.284, data: 0.020) G_GAN: 6.623 G_L1: 5.337 D_real: 0.048 D_fake: 0.099 +(epoch: 59, iters: 49372, time: 0.304, data: 0.017) G_GAN: 4.135 G_L1: 4.108 D_real: 0.462 D_fake: 0.027 +(epoch: 59, iters: 49472, time: 0.420, data: 0.019) G_GAN: 3.747 G_L1: 3.294 D_real: 0.345 D_fake: 0.049 +(epoch: 59, iters: 49572, time: 0.297, data: 0.020) G_GAN: 5.695 G_L1: 3.953 D_real: 0.061 D_fake: 0.011 +(epoch: 59, iters: 49672, time: 0.303, data: 0.019) G_GAN: 5.505 G_L1: 5.206 D_real: 0.132 D_fake: 0.033 +(epoch: 59, iters: 49772, time: 0.294, data: 0.020) G_GAN: 4.549 G_L1: 2.814 D_real: 0.008 D_fake: 0.432 +(epoch: 59, iters: 49872, time: 0.380, data: 0.018) G_GAN: 3.820 G_L1: 3.952 D_real: 0.129 D_fake: 0.168 +(epoch: 59, iters: 49972, time: 0.302, data: 0.014) G_GAN: 4.735 G_L1: 3.114 D_real: 0.004 D_fake: 0.185 +(epoch: 59, iters: 50072, time: 0.302, data: 0.020) G_GAN: 3.457 G_L1: 3.159 D_real: 0.209 D_fake: 0.040 +(epoch: 59, iters: 50172, time: 0.301, data: 0.018) G_GAN: 5.619 G_L1: 2.366 D_real: 0.053 D_fake: 0.008 +(epoch: 59, iters: 50272, time: 0.435, data: 0.018) G_GAN: 6.469 G_L1: 5.459 D_real: 0.032 D_fake: 0.015 +(epoch: 59, iters: 50372, time: 0.303, data: 0.019) G_GAN: 6.101 G_L1: 4.404 D_real: 0.218 D_fake: 0.009 +(epoch: 59, iters: 50472, time: 0.302, data: 0.019) G_GAN: 6.675 G_L1: 4.312 D_real: 0.047 D_fake: 0.008 +(epoch: 59, iters: 50572, time: 0.306, data: 0.020) G_GAN: 5.101 G_L1: 3.910 D_real: 0.002 D_fake: 0.298 +(epoch: 59, iters: 50672, time: 0.417, data: 0.021) G_GAN: 6.528 G_L1: 3.581 D_real: 0.110 D_fake: 0.029 +(epoch: 59, iters: 50772, time: 0.300, data: 0.019) G_GAN: 6.889 G_L1: 5.427 D_real: 0.003 D_fake: 0.012 +(epoch: 59, iters: 50872, time: 0.298, data: 0.018) G_GAN: 5.022 G_L1: 3.817 D_real: 0.005 D_fake: 0.062 +(epoch: 59, iters: 50972, time: 0.298, data: 0.019) G_GAN: 4.020 G_L1: 3.262 D_real: 0.002 D_fake: 0.077 +(epoch: 59, iters: 51072, time: 0.572, data: 0.018) G_GAN: 4.919 G_L1: 4.071 D_real: 0.003 D_fake: 0.031 +(epoch: 59, iters: 51172, time: 0.305, data: 0.017) G_GAN: 6.321 G_L1: 5.851 D_real: 0.002 D_fake: 0.088 +(epoch: 59, iters: 51272, time: 0.300, data: 0.018) G_GAN: 5.647 G_L1: 4.541 D_real: 0.031 D_fake: 0.015 +(epoch: 59, iters: 51372, time: 0.298, data: 0.020) G_GAN: 5.510 G_L1: 7.417 D_real: 0.247 D_fake: 0.010 +(epoch: 59, iters: 51472, time: 0.416, data: 0.020) G_GAN: 3.600 G_L1: 3.259 D_real: 0.144 D_fake: 0.092 +(epoch: 59, iters: 51572, time: 0.296, data: 0.018) G_GAN: 4.330 G_L1: 3.335 D_real: 0.024 D_fake: 0.048 +(epoch: 59, iters: 51672, time: 0.297, data: 0.018) G_GAN: 5.168 G_L1: 6.035 D_real: 0.004 D_fake: 0.083 +(epoch: 59, iters: 51772, time: 0.304, data: 0.024) G_GAN: 5.355 G_L1: 6.231 D_real: 0.093 D_fake: 0.039 +(epoch: 59, iters: 51872, time: 0.386, data: 0.018) G_GAN: 6.451 G_L1: 2.991 D_real: 0.045 D_fake: 0.082 +(epoch: 59, iters: 51972, time: 0.303, data: 0.019) G_GAN: 4.045 G_L1: 3.972 D_real: 0.320 D_fake: 0.048 +(epoch: 59, iters: 52072, time: 0.293, data: 0.018) G_GAN: 4.613 G_L1: 7.246 D_real: 0.003 D_fake: 0.151 +(epoch: 59, iters: 52172, time: 0.294, data: 0.019) G_GAN: 3.572 G_L1: 3.382 D_real: 0.050 D_fake: 0.043 +(epoch: 59, iters: 52272, time: 0.387, data: 0.018) G_GAN: 3.998 G_L1: 3.645 D_real: 0.007 D_fake: 0.385 +(epoch: 59, iters: 52372, time: 0.293, data: 0.018) G_GAN: 6.526 G_L1: 3.713 D_real: 0.007 D_fake: 0.008 +(epoch: 59, iters: 52472, time: 0.307, data: 0.018) G_GAN: 5.157 G_L1: 5.387 D_real: 0.001 D_fake: 0.057 +(epoch: 59, iters: 52572, time: 0.285, data: 0.020) G_GAN: 3.627 G_L1: 3.944 D_real: 0.000 D_fake: 0.161 +(epoch: 59, iters: 52672, time: 0.408, data: 0.019) G_GAN: 6.486 G_L1: 4.743 D_real: 0.091 D_fake: 0.015 +(epoch: 59, iters: 52772, time: 0.296, data: 0.017) G_GAN: 4.227 G_L1: 2.566 D_real: 0.250 D_fake: 0.189 +(epoch: 59, iters: 52872, time: 0.304, data: 0.018) G_GAN: 6.138 G_L1: 3.775 D_real: 0.057 D_fake: 0.008 +(epoch: 59, iters: 52972, time: 0.289, data: 0.018) G_GAN: 3.596 G_L1: 2.561 D_real: 0.189 D_fake: 0.103 +(epoch: 59, iters: 53072, time: 0.583, data: 0.018) G_GAN: 4.186 G_L1: 3.716 D_real: 0.005 D_fake: 0.106 +(epoch: 59, iters: 53172, time: 0.293, data: 0.017) G_GAN: 4.490 G_L1: 4.268 D_real: 0.065 D_fake: 0.018 +(epoch: 59, iters: 53272, time: 0.280, data: 0.020) G_GAN: 5.410 G_L1: 4.327 D_real: 0.170 D_fake: 0.010 +(epoch: 59, iters: 53372, time: 0.297, data: 0.017) G_GAN: 3.254 G_L1: 3.154 D_real: 0.140 D_fake: 0.109 +(epoch: 59, iters: 53472, time: 0.420, data: 0.018) G_GAN: 5.377 G_L1: 5.978 D_real: 0.005 D_fake: 0.027 +(epoch: 59, iters: 53572, time: 0.296, data: 0.020) G_GAN: 4.773 G_L1: 3.376 D_real: 0.126 D_fake: 0.028 +(epoch: 59, iters: 53672, time: 0.281, data: 0.019) G_GAN: 5.409 G_L1: 4.417 D_real: 0.039 D_fake: 0.012 +(epoch: 59, iters: 53772, time: 0.308, data: 0.016) G_GAN: 3.473 G_L1: 4.608 D_real: 0.793 D_fake: 0.109 +(epoch: 59, iters: 53872, time: 0.424, data: 0.019) G_GAN: 4.454 G_L1: 10.468 D_real: 0.490 D_fake: 0.006 +(epoch: 59, iters: 53972, time: 0.305, data: 0.019) G_GAN: 5.568 G_L1: 4.244 D_real: 0.034 D_fake: 0.042 +(epoch: 59, iters: 54072, time: 0.296, data: 0.019) G_GAN: 4.592 G_L1: 3.277 D_real: 0.073 D_fake: 0.209 +(epoch: 59, iters: 54172, time: 0.303, data: 0.018) G_GAN: 5.853 G_L1: 4.088 D_real: 0.045 D_fake: 0.018 +(epoch: 59, iters: 54272, time: 0.423, data: 0.018) G_GAN: 4.694 G_L1: 4.109 D_real: 0.000 D_fake: 0.065 +(epoch: 59, iters: 54372, time: 0.300, data: 0.019) G_GAN: 6.372 G_L1: 4.073 D_real: 0.013 D_fake: 0.018 +(epoch: 59, iters: 54472, time: 0.293, data: 0.018) G_GAN: 5.435 G_L1: 6.213 D_real: 0.001 D_fake: 0.070 +(epoch: 59, iters: 54572, time: 0.301, data: 0.020) G_GAN: 4.047 G_L1: 4.510 D_real: 0.097 D_fake: 0.160 +(epoch: 59, iters: 54672, time: 0.426, data: 0.020) G_GAN: 3.376 G_L1: 3.876 D_real: 0.459 D_fake: 0.023 +(epoch: 59, iters: 54772, time: 0.293, data: 0.021) G_GAN: 4.016 G_L1: 2.979 D_real: 0.110 D_fake: 0.113 +(epoch: 59, iters: 54872, time: 0.301, data: 0.018) G_GAN: 5.679 G_L1: 4.199 D_real: 0.000 D_fake: 0.398 +(epoch: 59, iters: 54972, time: 0.302, data: 0.022) G_GAN: 4.957 G_L1: 7.008 D_real: 0.002 D_fake: 0.070 +(epoch: 59, iters: 55072, time: 0.553, data: 0.018) G_GAN: 4.141 G_L1: 3.364 D_real: 0.156 D_fake: 0.045 +(epoch: 59, iters: 55172, time: 0.301, data: 0.019) G_GAN: 6.412 G_L1: 5.643 D_real: 0.270 D_fake: 0.099 +(epoch: 59, iters: 55272, time: 0.297, data: 0.018) G_GAN: 5.680 G_L1: 11.397 D_real: 0.037 D_fake: 0.139 +(epoch: 59, iters: 55372, time: 0.296, data: 0.018) G_GAN: 5.829 G_L1: 3.793 D_real: 0.084 D_fake: 0.013 +(epoch: 59, iters: 55472, time: 0.378, data: 0.020) G_GAN: 4.906 G_L1: 3.009 D_real: 0.074 D_fake: 0.033 +(epoch: 59, iters: 55572, time: 0.304, data: 0.018) G_GAN: 6.521 G_L1: 3.924 D_real: 0.083 D_fake: 0.032 +(epoch: 59, iters: 55672, time: 0.303, data: 0.019) G_GAN: 6.074 G_L1: 5.438 D_real: 0.005 D_fake: 0.036 +(epoch: 59, iters: 55772, time: 0.301, data: 0.018) G_GAN: 6.646 G_L1: 5.166 D_real: 0.001 D_fake: 0.497 +(epoch: 59, iters: 55872, time: 0.407, data: 0.019) G_GAN: 4.481 G_L1: 3.993 D_real: 0.069 D_fake: 0.108 +(epoch: 59, iters: 55972, time: 0.299, data: 0.017) G_GAN: 3.827 G_L1: 4.469 D_real: 0.304 D_fake: 0.065 +(epoch: 59, iters: 56072, time: 0.288, data: 0.019) G_GAN: 4.862 G_L1: 3.023 D_real: 0.072 D_fake: 0.037 +(epoch: 59, iters: 56172, time: 0.301, data: 0.017) G_GAN: 4.993 G_L1: 4.439 D_real: 0.000 D_fake: 0.062 +(epoch: 59, iters: 56272, time: 0.402, data: 0.020) G_GAN: 9.141 G_L1: 4.782 D_real: 0.033 D_fake: 0.629 +(epoch: 59, iters: 56372, time: 0.294, data: 0.019) G_GAN: 1.781 G_L1: 2.178 D_real: 0.817 D_fake: 0.187 +(epoch: 59, iters: 56472, time: 0.303, data: 0.017) G_GAN: 4.934 G_L1: 3.774 D_real: 0.002 D_fake: 0.041 +(epoch: 59, iters: 56572, time: 0.301, data: 0.019) G_GAN: 5.338 G_L1: 3.428 D_real: 0.011 D_fake: 0.153 +(epoch: 59, iters: 56672, time: 0.391, data: 0.018) G_GAN: 4.276 G_L1: 4.492 D_real: 0.020 D_fake: 0.319 +(epoch: 59, iters: 56772, time: 0.301, data: 0.018) G_GAN: 5.428 G_L1: 4.392 D_real: 0.006 D_fake: 0.025 +(epoch: 59, iters: 56872, time: 0.298, data: 0.019) G_GAN: 4.821 G_L1: 4.784 D_real: 0.049 D_fake: 0.019 +(epoch: 59, iters: 56972, time: 0.306, data: 0.018) G_GAN: 4.996 G_L1: 5.546 D_real: 0.330 D_fake: 0.161 +(epoch: 59, iters: 57072, time: 0.604, data: 0.022) G_GAN: 6.520 G_L1: 4.765 D_real: 0.020 D_fake: 0.030 +(epoch: 59, iters: 57172, time: 0.302, data: 0.020) G_GAN: 4.839 G_L1: 2.850 D_real: 0.989 D_fake: 0.014 +(epoch: 59, iters: 57272, time: 0.305, data: 0.019) G_GAN: 3.290 G_L1: 3.129 D_real: 0.059 D_fake: 0.113 +(epoch: 59, iters: 57372, time: 0.300, data: 0.020) G_GAN: 5.748 G_L1: 3.906 D_real: 0.010 D_fake: 0.020 +(epoch: 59, iters: 57472, time: 0.418, data: 0.018) G_GAN: 3.463 G_L1: 3.556 D_real: 0.293 D_fake: 0.036 +(epoch: 59, iters: 57572, time: 0.298, data: 0.019) G_GAN: 4.795 G_L1: 7.281 D_real: 0.134 D_fake: 0.072 +(epoch: 59, iters: 57672, time: 0.298, data: 0.019) G_GAN: 7.045 G_L1: 6.383 D_real: 0.102 D_fake: 0.016 +(epoch: 59, iters: 57772, time: 0.292, data: 0.021) G_GAN: 4.468 G_L1: 2.639 D_real: 0.304 D_fake: 0.025 +(epoch: 59, iters: 57872, time: 0.415, data: 0.019) G_GAN: 5.209 G_L1: 6.786 D_real: 0.027 D_fake: 0.042 +(epoch: 59, iters: 57972, time: 0.306, data: 0.021) G_GAN: 7.398 G_L1: 6.572 D_real: 0.000 D_fake: 0.424 +(epoch: 59, iters: 58072, time: 0.299, data: 0.020) G_GAN: 7.075 G_L1: 7.044 D_real: 0.044 D_fake: 0.014 +(epoch: 59, iters: 58172, time: 0.302, data: 0.018) G_GAN: 3.481 G_L1: 3.634 D_real: 0.138 D_fake: 0.196 +(epoch: 59, iters: 58272, time: 0.441, data: 0.018) G_GAN: 5.736 G_L1: 5.365 D_real: 0.002 D_fake: 0.289 +(epoch: 59, iters: 58372, time: 0.303, data: 0.018) G_GAN: 5.373 G_L1: 3.961 D_real: 0.128 D_fake: 0.017 +(epoch: 59, iters: 58472, time: 0.293, data: 0.020) G_GAN: 4.560 G_L1: 4.314 D_real: 0.073 D_fake: 0.018 +(epoch: 59, iters: 58572, time: 0.303, data: 0.019) G_GAN: 6.415 G_L1: 3.667 D_real: 0.109 D_fake: 0.005 +(epoch: 59, iters: 58672, time: 0.413, data: 0.020) G_GAN: 7.519 G_L1: 4.890 D_real: 0.048 D_fake: 0.023 +(epoch: 59, iters: 58772, time: 0.300, data: 0.017) G_GAN: 4.095 G_L1: 3.799 D_real: 0.011 D_fake: 0.115 +(epoch: 59, iters: 58872, time: 0.304, data: 0.019) G_GAN: 5.301 G_L1: 5.275 D_real: 0.020 D_fake: 0.147 +(epoch: 59, iters: 58972, time: 0.303, data: 0.019) G_GAN: 4.955 G_L1: 6.028 D_real: 0.272 D_fake: 0.014 +(epoch: 59, iters: 59072, time: 0.594, data: 0.019) G_GAN: 6.711 G_L1: 3.580 D_real: 0.132 D_fake: 0.013 +(epoch: 59, iters: 59172, time: 0.294, data: 0.020) G_GAN: 4.776 G_L1: 3.528 D_real: 0.014 D_fake: 0.049 +(epoch: 59, iters: 59272, time: 0.299, data: 0.018) G_GAN: 2.491 G_L1: 4.307 D_real: 0.458 D_fake: 0.049 +(epoch: 59, iters: 59372, time: 0.297, data: 0.019) G_GAN: 5.864 G_L1: 7.093 D_real: 0.030 D_fake: 0.063 +(epoch: 59, iters: 59472, time: 0.422, data: 0.019) G_GAN: 5.824 G_L1: 4.439 D_real: 0.004 D_fake: 0.115 +(epoch: 59, iters: 59572, time: 0.285, data: 0.019) G_GAN: 3.536 G_L1: 4.307 D_real: 0.037 D_fake: 0.400 +(epoch: 59, iters: 59672, time: 0.293, data: 0.018) G_GAN: 6.196 G_L1: 5.587 D_real: 0.078 D_fake: 0.004 +(epoch: 59, iters: 59772, time: 0.304, data: 0.018) G_GAN: 4.991 G_L1: 5.425 D_real: 0.032 D_fake: 0.023 +(epoch: 59, iters: 59872, time: 0.409, data: 0.020) G_GAN: 4.460 G_L1: 4.484 D_real: 0.093 D_fake: 0.101 +(epoch: 59, iters: 59972, time: 0.306, data: 0.018) G_GAN: 6.870 G_L1: 3.013 D_real: 0.050 D_fake: 0.017 +(epoch: 60, iters: 56, time: 0.298, data: 0.019) G_GAN: 3.711 G_L1: 4.363 D_real: 0.883 D_fake: 0.101 +(epoch: 60, iters: 156, time: 0.288, data: 0.018) G_GAN: 3.733 G_L1: 4.299 D_real: 0.262 D_fake: 0.078 +(epoch: 60, iters: 256, time: 0.546, data: 0.024) G_GAN: 3.543 G_L1: 2.412 D_real: 0.278 D_fake: 0.103 +(epoch: 60, iters: 356, time: 0.294, data: 0.019) G_GAN: 5.559 G_L1: 4.302 D_real: 0.198 D_fake: 0.047 +(epoch: 60, iters: 456, time: 0.297, data: 0.017) G_GAN: 6.876 G_L1: 4.452 D_real: 0.007 D_fake: 0.007 +(epoch: 60, iters: 556, time: 0.300, data: 0.019) G_GAN: 6.651 G_L1: 4.244 D_real: 0.000 D_fake: 0.016 +(epoch: 60, iters: 656, time: 0.424, data: 0.019) G_GAN: 5.332 G_L1: 7.110 D_real: 0.056 D_fake: 0.011 +(epoch: 60, iters: 756, time: 0.301, data: 0.021) G_GAN: 5.049 G_L1: 3.960 D_real: 0.150 D_fake: 0.016 +(epoch: 60, iters: 856, time: 0.297, data: 0.020) G_GAN: 4.788 G_L1: 3.650 D_real: 0.225 D_fake: 0.009 +(epoch: 60, iters: 956, time: 0.303, data: 0.019) G_GAN: 9.469 G_L1: 5.525 D_real: 0.034 D_fake: 0.007 +(epoch: 60, iters: 1056, time: 0.532, data: 0.020) G_GAN: 4.001 G_L1: 2.828 D_real: 0.038 D_fake: 0.051 +(epoch: 60, iters: 1156, time: 0.299, data: 0.020) G_GAN: 4.722 G_L1: 3.958 D_real: 0.029 D_fake: 0.036 +(epoch: 60, iters: 1256, time: 0.298, data: 0.019) G_GAN: 7.321 G_L1: 4.236 D_real: 0.000 D_fake: 0.007 +(epoch: 60, iters: 1356, time: 0.302, data: 0.020) G_GAN: 5.167 G_L1: 3.944 D_real: 0.052 D_fake: 0.026 +(epoch: 60, iters: 1456, time: 0.416, data: 0.019) G_GAN: 7.889 G_L1: 4.999 D_real: 0.015 D_fake: 0.003 +(epoch: 60, iters: 1556, time: 0.296, data: 0.019) G_GAN: 4.651 G_L1: 2.827 D_real: 0.011 D_fake: 0.065 +(epoch: 60, iters: 1656, time: 0.290, data: 0.019) G_GAN: 8.180 G_L1: 6.233 D_real: 0.007 D_fake: 0.007 +(epoch: 60, iters: 1756, time: 0.286, data: 0.019) G_GAN: 4.588 G_L1: 4.045 D_real: 0.044 D_fake: 0.096 +(epoch: 60, iters: 1856, time: 0.401, data: 0.020) G_GAN: 4.675 G_L1: 3.571 D_real: 0.024 D_fake: 0.043 +(epoch: 60, iters: 1956, time: 0.298, data: 0.019) G_GAN: 5.744 G_L1: 3.807 D_real: 0.065 D_fake: 0.031 +(epoch: 60, iters: 2056, time: 0.303, data: 0.020) G_GAN: 6.599 G_L1: 4.921 D_real: 0.361 D_fake: 0.002 +(epoch: 60, iters: 2156, time: 0.303, data: 0.020) G_GAN: 6.354 G_L1: 10.665 D_real: 0.206 D_fake: 0.009 +(epoch: 60, iters: 2256, time: 0.409, data: 0.019) G_GAN: 5.852 G_L1: 3.603 D_real: 0.122 D_fake: 0.094 +(epoch: 60, iters: 2356, time: 0.295, data: 0.018) G_GAN: 5.233 G_L1: 3.139 D_real: 0.112 D_fake: 0.010 +(epoch: 60, iters: 2456, time: 0.291, data: 0.019) G_GAN: 5.005 G_L1: 2.686 D_real: 0.001 D_fake: 0.229 +(epoch: 60, iters: 2556, time: 0.304, data: 0.018) G_GAN: 4.777 G_L1: 2.802 D_real: 0.165 D_fake: 0.015 +(epoch: 60, iters: 2656, time: 0.418, data: 0.020) G_GAN: 3.904 G_L1: 4.567 D_real: 0.079 D_fake: 0.287 +(epoch: 60, iters: 2756, time: 0.303, data: 0.020) G_GAN: 4.366 G_L1: 2.919 D_real: 0.000 D_fake: 0.040 +(epoch: 60, iters: 2856, time: 0.306, data: 0.020) G_GAN: 4.294 G_L1: 3.823 D_real: 0.001 D_fake: 0.105 +(epoch: 60, iters: 2956, time: 0.302, data: 0.022) G_GAN: 5.120 G_L1: 3.665 D_real: 0.087 D_fake: 0.030 +(epoch: 60, iters: 3056, time: 0.622, data: 0.020) G_GAN: 4.065 G_L1: 4.373 D_real: 0.136 D_fake: 0.042 +(epoch: 60, iters: 3156, time: 0.301, data: 0.019) G_GAN: 2.569 G_L1: 3.092 D_real: 0.289 D_fake: 0.161 +(epoch: 60, iters: 3256, time: 0.295, data: 0.020) G_GAN: 5.036 G_L1: 4.582 D_real: 0.204 D_fake: 0.010 +(epoch: 60, iters: 3356, time: 0.303, data: 0.019) G_GAN: 6.952 G_L1: 5.979 D_real: 0.000 D_fake: 0.035 +(epoch: 60, iters: 3456, time: 0.420, data: 0.020) G_GAN: 6.454 G_L1: 5.295 D_real: 0.321 D_fake: 0.015 +(epoch: 60, iters: 3556, time: 0.306, data: 0.020) G_GAN: 4.532 G_L1: 3.992 D_real: 0.178 D_fake: 0.035 +(epoch: 60, iters: 3656, time: 0.294, data: 0.019) G_GAN: 4.273 G_L1: 3.414 D_real: 0.042 D_fake: 0.086 +(epoch: 60, iters: 3756, time: 0.294, data: 0.020) G_GAN: 3.805 G_L1: 2.828 D_real: 0.046 D_fake: 0.119 +(epoch: 60, iters: 3856, time: 0.409, data: 0.019) G_GAN: 3.662 G_L1: 3.665 D_real: 0.341 D_fake: 0.075 +(epoch: 60, iters: 3956, time: 0.302, data: 0.019) G_GAN: 4.098 G_L1: 3.306 D_real: 0.094 D_fake: 0.080 +(epoch: 60, iters: 4056, time: 0.306, data: 0.017) G_GAN: 8.017 G_L1: 4.051 D_real: 0.072 D_fake: 0.011 +(epoch: 60, iters: 4156, time: 0.290, data: 0.020) G_GAN: 3.959 G_L1: 3.057 D_real: 0.011 D_fake: 0.559 +(epoch: 60, iters: 4256, time: 0.375, data: 0.018) G_GAN: 5.097 G_L1: 3.498 D_real: 0.012 D_fake: 0.022 +(epoch: 60, iters: 4356, time: 0.297, data: 0.018) G_GAN: 5.472 G_L1: 4.853 D_real: 0.488 D_fake: 0.005 +(epoch: 60, iters: 4456, time: 0.309, data: 0.018) G_GAN: 4.251 G_L1: 3.131 D_real: 0.046 D_fake: 0.082 +(epoch: 60, iters: 4556, time: 0.305, data: 0.020) G_GAN: 4.951 G_L1: 4.734 D_real: 0.002 D_fake: 0.023 +(epoch: 60, iters: 4656, time: 0.407, data: 0.019) G_GAN: 7.505 G_L1: 4.682 D_real: 0.036 D_fake: 0.007 +(epoch: 60, iters: 4756, time: 0.295, data: 0.018) G_GAN: 4.746 G_L1: 4.152 D_real: 0.010 D_fake: 0.022 +(epoch: 60, iters: 4856, time: 0.298, data: 0.018) G_GAN: 5.091 G_L1: 2.797 D_real: 0.229 D_fake: 0.057 +(epoch: 60, iters: 4956, time: 0.298, data: 0.026) G_GAN: 7.463 G_L1: 5.038 D_real: 0.003 D_fake: 0.006 +(epoch: 60, iters: 5056, time: 0.573, data: 0.019) G_GAN: 6.765 G_L1: 5.006 D_real: 0.010 D_fake: 0.006 +(epoch: 60, iters: 5156, time: 0.299, data: 0.019) G_GAN: 4.789 G_L1: 3.872 D_real: 0.007 D_fake: 0.061 +(epoch: 60, iters: 5256, time: 0.298, data: 0.020) G_GAN: 5.882 G_L1: 7.351 D_real: 0.143 D_fake: 0.020 +(epoch: 60, iters: 5356, time: 0.303, data: 0.019) G_GAN: 5.566 G_L1: 4.933 D_real: 0.001 D_fake: 0.129 +(epoch: 60, iters: 5456, time: 0.424, data: 0.019) G_GAN: 7.005 G_L1: 4.200 D_real: 0.000 D_fake: 0.017 +(epoch: 60, iters: 5556, time: 0.303, data: 0.019) G_GAN: 3.900 G_L1: 5.055 D_real: 0.000 D_fake: 0.070 +(epoch: 60, iters: 5656, time: 0.287, data: 0.017) G_GAN: 4.379 G_L1: 3.332 D_real: 0.002 D_fake: 0.113 +(epoch: 60, iters: 5756, time: 0.296, data: 0.015) G_GAN: 4.688 G_L1: 3.535 D_real: 0.013 D_fake: 0.031 +(epoch: 60, iters: 5856, time: 0.415, data: 0.018) G_GAN: 4.093 G_L1: 5.683 D_real: 0.000 D_fake: 0.114 +(epoch: 60, iters: 5956, time: 0.300, data: 0.018) G_GAN: 4.983 G_L1: 3.946 D_real: 0.001 D_fake: 0.026 +(epoch: 60, iters: 6056, time: 0.297, data: 0.018) G_GAN: 5.557 G_L1: 5.765 D_real: 0.000 D_fake: 0.028 +(epoch: 60, iters: 6156, time: 0.291, data: 0.020) G_GAN: 7.371 G_L1: 6.942 D_real: 0.003 D_fake: 0.010 +(epoch: 60, iters: 6256, time: 0.426, data: 0.022) G_GAN: 4.547 G_L1: 5.942 D_real: 0.001 D_fake: 0.033 +(epoch: 60, iters: 6356, time: 0.290, data: 0.018) G_GAN: 4.456 G_L1: 4.338 D_real: 0.000 D_fake: 0.067 +(epoch: 60, iters: 6456, time: 0.304, data: 0.019) G_GAN: 5.683 G_L1: 3.376 D_real: 0.000 D_fake: 0.020 +(epoch: 60, iters: 6556, time: 0.301, data: 0.019) G_GAN: 4.296 G_L1: 4.638 D_real: 0.000 D_fake: 0.027 +(epoch: 60, iters: 6656, time: 0.419, data: 0.018) G_GAN: 6.548 G_L1: 4.705 D_real: 0.000 D_fake: 0.022 +(epoch: 60, iters: 6756, time: 0.304, data: 0.018) G_GAN: 5.042 G_L1: 7.563 D_real: 0.000 D_fake: 0.044 +(epoch: 60, iters: 6856, time: 0.300, data: 0.021) G_GAN: 4.456 G_L1: 4.859 D_real: 0.000 D_fake: 0.052 +(epoch: 60, iters: 6956, time: 0.294, data: 0.019) G_GAN: 3.921 G_L1: 4.332 D_real: 0.000 D_fake: 0.075 +(epoch: 60, iters: 7056, time: 0.548, data: 0.018) G_GAN: 4.054 G_L1: 6.517 D_real: 0.000 D_fake: 0.325 +(epoch: 60, iters: 7156, time: 0.306, data: 0.017) G_GAN: 4.218 G_L1: 4.458 D_real: 0.000 D_fake: 0.065 +(epoch: 60, iters: 7256, time: 0.293, data: 0.022) G_GAN: 5.920 G_L1: 7.288 D_real: 0.000 D_fake: 0.094 +(epoch: 60, iters: 7356, time: 0.303, data: 0.020) G_GAN: 4.679 G_L1: 6.296 D_real: 0.000 D_fake: 0.021 +(epoch: 60, iters: 7456, time: 0.430, data: 0.019) G_GAN: 5.464 G_L1: 12.977 D_real: 0.000 D_fake: 0.028 +(epoch: 60, iters: 7556, time: 0.304, data: 0.018) G_GAN: 4.464 G_L1: 4.015 D_real: 0.000 D_fake: 0.074 +(epoch: 60, iters: 7656, time: 0.305, data: 0.020) G_GAN: 7.536 G_L1: 8.434 D_real: 0.001 D_fake: 0.014 +(epoch: 60, iters: 7756, time: 0.297, data: 0.020) G_GAN: 6.500 G_L1: 6.300 D_real: 0.010 D_fake: 0.037 +(epoch: 60, iters: 7856, time: 0.397, data: 0.024) G_GAN: 6.794 G_L1: 3.660 D_real: 0.000 D_fake: 0.058 +(epoch: 60, iters: 7956, time: 0.299, data: 0.020) G_GAN: 4.337 G_L1: 4.437 D_real: 0.004 D_fake: 0.253 +(epoch: 60, iters: 8056, time: 0.295, data: 0.018) G_GAN: 6.250 G_L1: 6.377 D_real: 0.000 D_fake: 0.410 +(epoch: 60, iters: 8156, time: 0.304, data: 0.020) G_GAN: 6.153 G_L1: 4.441 D_real: 0.002 D_fake: 0.010 +(epoch: 60, iters: 8256, time: 0.420, data: 0.019) G_GAN: 5.053 G_L1: 5.811 D_real: 0.001 D_fake: 1.411 +(epoch: 60, iters: 8356, time: 0.298, data: 0.018) G_GAN: 4.394 G_L1: 5.367 D_real: 0.001 D_fake: 0.051 +(epoch: 60, iters: 8456, time: 0.298, data: 0.018) G_GAN: 3.890 G_L1: 4.008 D_real: 0.000 D_fake: 0.183 +(epoch: 60, iters: 8556, time: 0.302, data: 0.017) G_GAN: 3.549 G_L1: 3.597 D_real: 0.002 D_fake: 0.134 +(epoch: 60, iters: 8656, time: 0.385, data: 0.021) G_GAN: 3.273 G_L1: 3.854 D_real: 0.000 D_fake: 0.301 +(epoch: 60, iters: 8756, time: 0.305, data: 0.020) G_GAN: 4.197 G_L1: 7.539 D_real: 0.004 D_fake: 0.064 +(epoch: 60, iters: 8856, time: 0.289, data: 0.019) G_GAN: 3.526 G_L1: 4.413 D_real: 0.000 D_fake: 0.047 +(epoch: 60, iters: 8956, time: 0.303, data: 0.018) G_GAN: 3.271 G_L1: 3.929 D_real: 0.003 D_fake: 0.058 +(epoch: 60, iters: 9056, time: 0.609, data: 0.020) G_GAN: 4.795 G_L1: 5.414 D_real: 0.000 D_fake: 0.217 +(epoch: 60, iters: 9156, time: 0.301, data: 0.020) G_GAN: 4.119 G_L1: 4.411 D_real: 0.000 D_fake: 0.050 +(epoch: 60, iters: 9256, time: 0.299, data: 0.020) G_GAN: 2.325 G_L1: 3.391 D_real: 0.000 D_fake: 0.109 +(epoch: 60, iters: 9356, time: 0.306, data: 0.018) G_GAN: 3.534 G_L1: 5.526 D_real: 0.459 D_fake: 0.086 +(epoch: 60, iters: 9456, time: 0.430, data: 0.023) G_GAN: 5.185 G_L1: 6.146 D_real: 0.000 D_fake: 0.158 +(epoch: 60, iters: 9556, time: 0.303, data: 0.017) G_GAN: 5.913 G_L1: 5.191 D_real: 0.000 D_fake: 0.087 +(epoch: 60, iters: 9656, time: 0.292, data: 0.019) G_GAN: 5.468 G_L1: 7.760 D_real: 0.000 D_fake: 0.158 +(epoch: 60, iters: 9756, time: 0.303, data: 0.017) G_GAN: 3.386 G_L1: 3.839 D_real: 0.000 D_fake: 0.047 +(epoch: 60, iters: 9856, time: 0.417, data: 0.020) G_GAN: 5.180 G_L1: 5.063 D_real: 0.000 D_fake: 0.038 +(epoch: 60, iters: 9956, time: 0.299, data: 0.017) G_GAN: 6.071 G_L1: 6.177 D_real: 0.000 D_fake: 0.028 +(epoch: 60, iters: 10056, time: 0.303, data: 0.019) G_GAN: 3.136 G_L1: 6.502 D_real: 0.000 D_fake: 0.261 +(epoch: 60, iters: 10156, time: 0.305, data: 0.019) G_GAN: 3.125 G_L1: 7.080 D_real: 0.000 D_fake: 0.107 +(epoch: 60, iters: 10256, time: 0.392, data: 0.019) G_GAN: 3.449 G_L1: 4.800 D_real: 0.008 D_fake: 0.076 +(epoch: 60, iters: 10356, time: 0.306, data: 0.018) G_GAN: 3.693 G_L1: 3.077 D_real: 0.000 D_fake: 0.394 +(epoch: 60, iters: 10456, time: 0.303, data: 0.020) G_GAN: 3.838 G_L1: 4.116 D_real: 0.001 D_fake: 0.504 +(epoch: 60, iters: 10556, time: 0.301, data: 0.019) G_GAN: 3.734 G_L1: 4.721 D_real: 0.000 D_fake: 0.429 +(epoch: 60, iters: 10656, time: 0.427, data: 0.020) G_GAN: 2.932 G_L1: 7.036 D_real: 0.000 D_fake: 0.149 +(epoch: 60, iters: 10756, time: 0.287, data: 0.018) G_GAN: 4.400 G_L1: 3.745 D_real: 0.000 D_fake: 0.047 +(epoch: 60, iters: 10856, time: 0.304, data: 0.018) G_GAN: 3.181 G_L1: 3.988 D_real: 0.000 D_fake: 0.375 +(epoch: 60, iters: 10956, time: 0.314, data: 0.019) G_GAN: 3.162 G_L1: 4.073 D_real: 0.000 D_fake: 0.268 +(epoch: 60, iters: 11056, time: 0.595, data: 0.019) G_GAN: 4.291 G_L1: 4.104 D_real: 0.000 D_fake: 0.018 +(epoch: 60, iters: 11156, time: 0.300, data: 0.019) G_GAN: 2.332 G_L1: 3.673 D_real: 0.000 D_fake: 0.119 +(epoch: 60, iters: 11256, time: 0.289, data: 0.020) G_GAN: 3.685 G_L1: 6.840 D_real: 0.000 D_fake: 0.239 +(epoch: 60, iters: 11356, time: 0.306, data: 0.018) G_GAN: 3.817 G_L1: 4.331 D_real: 0.011 D_fake: 0.035 +(epoch: 60, iters: 11456, time: 0.400, data: 0.019) G_GAN: 5.433 G_L1: 3.423 D_real: 0.000 D_fake: 0.088 +(epoch: 60, iters: 11556, time: 0.295, data: 0.022) G_GAN: 2.515 G_L1: 5.747 D_real: 0.019 D_fake: 0.283 +(epoch: 60, iters: 11656, time: 0.303, data: 0.018) G_GAN: 2.367 G_L1: 4.325 D_real: 0.000 D_fake: 0.442 +(epoch: 60, iters: 11756, time: 0.305, data: 0.018) G_GAN: 2.861 G_L1: 3.126 D_real: 0.001 D_fake: 0.195 +(epoch: 60, iters: 11856, time: 0.414, data: 0.021) G_GAN: 2.350 G_L1: 5.435 D_real: 0.043 D_fake: 0.597 +(epoch: 60, iters: 11956, time: 0.287, data: 0.018) G_GAN: 2.871 G_L1: 5.051 D_real: 0.000 D_fake: 0.659 +(epoch: 60, iters: 12056, time: 0.303, data: 0.018) G_GAN: 3.724 G_L1: 5.091 D_real: 0.000 D_fake: 0.111 +(epoch: 60, iters: 12156, time: 0.296, data: 0.019) G_GAN: 3.266 G_L1: 6.415 D_real: 0.017 D_fake: 0.083 +(epoch: 60, iters: 12256, time: 0.413, data: 0.018) G_GAN: 2.694 G_L1: 4.847 D_real: 0.000 D_fake: 1.251 +(epoch: 60, iters: 12356, time: 0.303, data: 0.020) G_GAN: 3.311 G_L1: 6.311 D_real: 0.023 D_fake: 0.122 +(epoch: 60, iters: 12456, time: 0.295, data: 0.019) G_GAN: 3.074 G_L1: 4.312 D_real: 0.000 D_fake: 0.195 +(epoch: 60, iters: 12556, time: 0.303, data: 0.018) G_GAN: 3.609 G_L1: 4.643 D_real: 0.001 D_fake: 0.139 +(epoch: 60, iters: 12656, time: 0.420, data: 0.019) G_GAN: 2.986 G_L1: 4.500 D_real: 0.000 D_fake: 0.273 +(epoch: 60, iters: 12756, time: 0.293, data: 0.019) G_GAN: 3.447 G_L1: 3.738 D_real: 0.001 D_fake: 0.203 +(epoch: 60, iters: 12856, time: 0.303, data: 0.018) G_GAN: 2.990 G_L1: 5.367 D_real: 0.001 D_fake: 0.644 +(epoch: 60, iters: 12956, time: 0.303, data: 0.022) G_GAN: 2.193 G_L1: 4.230 D_real: 0.000 D_fake: 0.313 +(epoch: 60, iters: 13056, time: 0.592, data: 0.019) G_GAN: 3.027 G_L1: 3.844 D_real: 0.000 D_fake: 0.126 +(epoch: 60, iters: 13156, time: 0.300, data: 0.019) G_GAN: 3.519 G_L1: 5.779 D_real: 0.000 D_fake: 0.161 +(epoch: 60, iters: 13256, time: 0.305, data: 0.018) G_GAN: 2.898 G_L1: 4.208 D_real: 0.000 D_fake: 0.068 +(epoch: 60, iters: 13356, time: 0.304, data: 0.019) G_GAN: 3.712 G_L1: 4.541 D_real: 0.000 D_fake: 0.533 +(epoch: 60, iters: 13456, time: 0.397, data: 0.020) G_GAN: 4.044 G_L1: 3.742 D_real: 0.001 D_fake: 0.066 +(epoch: 60, iters: 13556, time: 0.299, data: 0.020) G_GAN: 3.338 G_L1: 8.606 D_real: 0.001 D_fake: 0.290 +(epoch: 60, iters: 13656, time: 0.302, data: 0.019) G_GAN: 4.631 G_L1: 9.036 D_real: 0.000 D_fake: 0.958 +(epoch: 60, iters: 13756, time: 0.300, data: 0.018) G_GAN: 3.175 G_L1: 4.696 D_real: 0.000 D_fake: 0.189 +(epoch: 60, iters: 13856, time: 0.422, data: 0.018) G_GAN: 4.408 G_L1: 4.640 D_real: 0.000 D_fake: 0.194 +(epoch: 60, iters: 13956, time: 0.297, data: 0.018) G_GAN: 4.871 G_L1: 5.210 D_real: 0.007 D_fake: 0.242 +(epoch: 60, iters: 14056, time: 0.288, data: 0.018) G_GAN: 3.185 G_L1: 4.844 D_real: 0.000 D_fake: 0.248 +(epoch: 60, iters: 14156, time: 0.300, data: 0.019) G_GAN: 4.409 G_L1: 5.071 D_real: 0.002 D_fake: 0.141 +(epoch: 60, iters: 14256, time: 0.424, data: 0.020) G_GAN: 3.976 G_L1: 4.725 D_real: 0.001 D_fake: 0.220 +(epoch: 60, iters: 14356, time: 0.300, data: 0.019) G_GAN: 2.305 G_L1: 4.308 D_real: 0.000 D_fake: 0.147 +(epoch: 60, iters: 14456, time: 0.300, data: 0.020) G_GAN: 3.074 G_L1: 5.312 D_real: 0.009 D_fake: 0.287 +(epoch: 60, iters: 14556, time: 0.303, data: 0.020) G_GAN: 2.939 G_L1: 4.889 D_real: 0.000 D_fake: 0.278 +(epoch: 60, iters: 14656, time: 0.420, data: 0.025) G_GAN: 3.849 G_L1: 6.532 D_real: 0.000 D_fake: 0.121 +(epoch: 60, iters: 14756, time: 0.290, data: 0.019) G_GAN: 2.075 G_L1: 4.382 D_real: 0.001 D_fake: 0.251 +(epoch: 60, iters: 14856, time: 0.302, data: 0.024) G_GAN: 2.762 G_L1: 5.153 D_real: 0.000 D_fake: 0.102 +(epoch: 60, iters: 14956, time: 0.296, data: 0.020) G_GAN: 2.038 G_L1: 5.190 D_real: 0.002 D_fake: 0.229 +(epoch: 60, iters: 15056, time: 0.601, data: 0.020) G_GAN: 2.285 G_L1: 3.748 D_real: 0.000 D_fake: 0.144 +(epoch: 60, iters: 15156, time: 0.307, data: 0.018) G_GAN: 2.593 G_L1: 3.195 D_real: 0.000 D_fake: 0.191 +(epoch: 60, iters: 15256, time: 0.299, data: 0.020) G_GAN: 2.641 G_L1: 4.994 D_real: 0.000 D_fake: 0.310 +(epoch: 60, iters: 15356, time: 0.305, data: 0.018) G_GAN: 3.597 G_L1: 5.396 D_real: 0.000 D_fake: 0.317 +(epoch: 60, iters: 15456, time: 0.409, data: 0.019) G_GAN: 2.563 G_L1: 5.014 D_real: 0.023 D_fake: 0.532 +(epoch: 60, iters: 15556, time: 0.303, data: 0.020) G_GAN: 6.945 G_L1: 5.569 D_real: 0.197 D_fake: 0.007 +(epoch: 60, iters: 15656, time: 0.305, data: 0.018) G_GAN: 3.390 G_L1: 3.510 D_real: 0.015 D_fake: 0.322 +(epoch: 60, iters: 15756, time: 0.299, data: 0.019) G_GAN: 3.881 G_L1: 4.330 D_real: 0.002 D_fake: 0.101 +(epoch: 60, iters: 15856, time: 0.417, data: 0.019) G_GAN: 4.803 G_L1: 5.134 D_real: 0.088 D_fake: 0.047 +(epoch: 60, iters: 15956, time: 0.303, data: 0.020) G_GAN: 2.916 G_L1: 4.200 D_real: 0.011 D_fake: 0.165 +(epoch: 60, iters: 16056, time: 0.306, data: 0.019) G_GAN: 6.634 G_L1: 4.433 D_real: 0.108 D_fake: 0.018 +(epoch: 60, iters: 16156, time: 0.305, data: 0.020) G_GAN: 5.420 G_L1: 4.179 D_real: 0.005 D_fake: 0.164 +(epoch: 60, iters: 16256, time: 0.415, data: 0.020) G_GAN: 3.819 G_L1: 4.526 D_real: 0.000 D_fake: 0.198 +(epoch: 60, iters: 16356, time: 0.294, data: 0.020) G_GAN: 7.984 G_L1: 6.990 D_real: 0.003 D_fake: 0.008 +(epoch: 60, iters: 16456, time: 0.304, data: 0.021) G_GAN: 3.276 G_L1: 3.728 D_real: 0.000 D_fake: 0.126 +(epoch: 60, iters: 16556, time: 0.299, data: 0.020) G_GAN: 2.301 G_L1: 4.677 D_real: 0.000 D_fake: 0.264 +(epoch: 60, iters: 16656, time: 0.417, data: 0.020) G_GAN: 2.964 G_L1: 4.232 D_real: 0.000 D_fake: 0.135 +(epoch: 60, iters: 16756, time: 0.296, data: 0.018) G_GAN: 4.454 G_L1: 3.474 D_real: 0.001 D_fake: 0.042 +(epoch: 60, iters: 16856, time: 0.294, data: 0.019) G_GAN: 2.566 G_L1: 4.763 D_real: 0.020 D_fake: 0.231 +(epoch: 60, iters: 16956, time: 0.296, data: 0.020) G_GAN: 4.116 G_L1: 5.993 D_real: 0.001 D_fake: 0.241 +(epoch: 60, iters: 17056, time: 0.606, data: 0.020) G_GAN: 3.611 G_L1: 5.816 D_real: 0.000 D_fake: 0.238 +(epoch: 60, iters: 17156, time: 0.304, data: 0.019) G_GAN: 3.028 G_L1: 4.219 D_real: 0.000 D_fake: 0.189 +(epoch: 60, iters: 17256, time: 0.295, data: 0.020) G_GAN: 3.104 G_L1: 4.566 D_real: 0.000 D_fake: 0.144 +(epoch: 60, iters: 17356, time: 0.300, data: 0.020) G_GAN: 2.571 G_L1: 4.204 D_real: 0.000 D_fake: 0.097 +(epoch: 60, iters: 17456, time: 0.425, data: 0.018) G_GAN: 3.828 G_L1: 4.024 D_real: 0.001 D_fake: 0.147 +(epoch: 60, iters: 17556, time: 0.286, data: 0.020) G_GAN: 3.433 G_L1: 4.019 D_real: 0.000 D_fake: 0.048 +(epoch: 60, iters: 17656, time: 0.299, data: 0.017) G_GAN: 2.853 G_L1: 7.029 D_real: 0.001 D_fake: 0.158 +(epoch: 60, iters: 17756, time: 0.302, data: 0.020) G_GAN: 3.900 G_L1: 6.965 D_real: 0.003 D_fake: 0.041 +(epoch: 60, iters: 17856, time: 0.416, data: 0.019) G_GAN: 3.109 G_L1: 7.223 D_real: 0.001 D_fake: 0.249 +(epoch: 60, iters: 17956, time: 0.303, data: 0.019) G_GAN: 3.710 G_L1: 5.819 D_real: 0.000 D_fake: 0.111 +(epoch: 60, iters: 18056, time: 0.300, data: 0.019) G_GAN: 2.769 G_L1: 3.995 D_real: 0.002 D_fake: 0.295 +(epoch: 60, iters: 18156, time: 0.295, data: 0.019) G_GAN: 2.765 G_L1: 5.498 D_real: 0.403 D_fake: 0.105 +(epoch: 60, iters: 18256, time: 0.427, data: 0.017) G_GAN: 3.375 G_L1: 3.856 D_real: 0.002 D_fake: 0.099 +(epoch: 60, iters: 18356, time: 0.298, data: 0.019) G_GAN: 5.153 G_L1: 4.245 D_real: 0.003 D_fake: 0.537 +(epoch: 60, iters: 18456, time: 0.301, data: 0.018) G_GAN: 6.024 G_L1: 4.670 D_real: 0.005 D_fake: 0.022 +(epoch: 60, iters: 18556, time: 0.306, data: 0.019) G_GAN: 5.614 G_L1: 4.246 D_real: 0.005 D_fake: 0.018 +(epoch: 60, iters: 18656, time: 0.428, data: 0.019) G_GAN: 7.063 G_L1: 9.588 D_real: 0.565 D_fake: 0.028 +(epoch: 60, iters: 18756, time: 0.291, data: 0.020) G_GAN: 3.542 G_L1: 4.288 D_real: 0.002 D_fake: 0.276 +(epoch: 60, iters: 18856, time: 0.301, data: 0.016) G_GAN: 4.232 G_L1: 7.040 D_real: 0.000 D_fake: 0.320 +(epoch: 60, iters: 18956, time: 0.298, data: 0.019) G_GAN: 5.137 G_L1: 7.065 D_real: 0.000 D_fake: 0.642 +(epoch: 60, iters: 19056, time: 0.607, data: 0.019) G_GAN: 4.084 G_L1: 3.933 D_real: 0.011 D_fake: 0.107 +(epoch: 60, iters: 19156, time: 0.288, data: 0.021) G_GAN: 3.270 G_L1: 4.787 D_real: 0.004 D_fake: 0.208 +(epoch: 60, iters: 19256, time: 0.294, data: 0.018) G_GAN: 3.549 G_L1: 5.095 D_real: 0.002 D_fake: 0.120 +(epoch: 60, iters: 19356, time: 0.295, data: 0.018) G_GAN: 3.844 G_L1: 5.640 D_real: 0.001 D_fake: 1.046 +(epoch: 60, iters: 19456, time: 0.402, data: 0.018) G_GAN: 4.725 G_L1: 6.076 D_real: 0.000 D_fake: 0.049 +(epoch: 60, iters: 19556, time: 0.293, data: 0.019) G_GAN: 3.421 G_L1: 4.196 D_real: 0.000 D_fake: 0.326 +(epoch: 60, iters: 19656, time: 0.295, data: 0.020) G_GAN: 3.767 G_L1: 8.449 D_real: 0.000 D_fake: 0.513 +(epoch: 60, iters: 19756, time: 0.288, data: 0.018) G_GAN: 3.181 G_L1: 4.326 D_real: 0.000 D_fake: 0.098 +(epoch: 60, iters: 19856, time: 0.412, data: 0.019) G_GAN: 3.152 G_L1: 5.796 D_real: 0.001 D_fake: 0.039 +(epoch: 60, iters: 19956, time: 0.288, data: 0.019) G_GAN: 4.759 G_L1: 4.987 D_real: 0.000 D_fake: 0.089 +(epoch: 60, iters: 20056, time: 0.292, data: 0.017) G_GAN: 4.586 G_L1: 8.435 D_real: 0.000 D_fake: 0.486 +(epoch: 60, iters: 20156, time: 0.297, data: 0.017) G_GAN: 3.439 G_L1: 3.928 D_real: 0.000 D_fake: 0.269 +(epoch: 60, iters: 20256, time: 0.420, data: 0.019) G_GAN: 3.155 G_L1: 5.339 D_real: 0.005 D_fake: 0.108 +(epoch: 60, iters: 20356, time: 0.283, data: 0.018) G_GAN: 3.511 G_L1: 5.251 D_real: 0.001 D_fake: 0.078 +(epoch: 60, iters: 20456, time: 0.298, data: 0.017) G_GAN: 3.377 G_L1: 5.109 D_real: 0.000 D_fake: 0.342 +(epoch: 60, iters: 20556, time: 0.283, data: 0.019) G_GAN: 5.633 G_L1: 5.648 D_real: 0.003 D_fake: 0.613 +(epoch: 60, iters: 20656, time: 0.384, data: 0.017) G_GAN: 2.606 G_L1: 4.621 D_real: 0.000 D_fake: 0.395 +(epoch: 60, iters: 20756, time: 0.296, data: 0.017) G_GAN: 2.958 G_L1: 6.079 D_real: 0.000 D_fake: 0.606 +(epoch: 60, iters: 20856, time: 0.295, data: 0.019) G_GAN: 2.389 G_L1: 5.748 D_real: 0.000 D_fake: 0.259 +(epoch: 60, iters: 20956, time: 0.296, data: 0.021) G_GAN: 1.851 G_L1: 3.826 D_real: 0.008 D_fake: 0.391 +(epoch: 60, iters: 21056, time: 0.627, data: 0.019) G_GAN: 3.582 G_L1: 6.262 D_real: 0.001 D_fake: 0.298 +(epoch: 60, iters: 21156, time: 0.288, data: 0.016) G_GAN: 2.718 G_L1: 5.450 D_real: 0.000 D_fake: 0.176 +(epoch: 60, iters: 21256, time: 0.289, data: 0.018) G_GAN: 2.849 G_L1: 6.887 D_real: 0.001 D_fake: 0.210 +(epoch: 60, iters: 21356, time: 0.297, data: 0.019) G_GAN: 3.727 G_L1: 5.592 D_real: 0.001 D_fake: 0.174 +(epoch: 60, iters: 21456, time: 0.404, data: 0.018) G_GAN: 3.645 G_L1: 5.091 D_real: 0.000 D_fake: 0.443 +(epoch: 60, iters: 21556, time: 0.300, data: 0.017) G_GAN: 3.346 G_L1: 5.026 D_real: 0.000 D_fake: 0.067 +(epoch: 60, iters: 21656, time: 0.289, data: 0.019) G_GAN: 2.850 G_L1: 4.967 D_real: 0.003 D_fake: 0.150 +(epoch: 60, iters: 21756, time: 0.303, data: 0.018) G_GAN: 3.696 G_L1: 5.447 D_real: 0.000 D_fake: 0.432 +(epoch: 60, iters: 21856, time: 0.424, data: 0.017) G_GAN: 2.768 G_L1: 6.737 D_real: 0.952 D_fake: 0.240 +(epoch: 60, iters: 21956, time: 0.294, data: 0.019) G_GAN: 3.197 G_L1: 6.528 D_real: 0.331 D_fake: 0.029 +(epoch: 60, iters: 22056, time: 0.287, data: 0.018) G_GAN: 2.961 G_L1: 4.749 D_real: 0.778 D_fake: 0.091 +(epoch: 60, iters: 22156, time: 0.294, data: 0.019) G_GAN: 3.591 G_L1: 5.360 D_real: 0.081 D_fake: 0.116 +(epoch: 60, iters: 22256, time: 0.421, data: 0.017) G_GAN: 3.824 G_L1: 4.338 D_real: 0.053 D_fake: 0.098 +(epoch: 60, iters: 22356, time: 0.297, data: 0.018) G_GAN: 4.601 G_L1: 5.726 D_real: 0.209 D_fake: 0.055 +(epoch: 60, iters: 22456, time: 0.292, data: 0.019) G_GAN: 6.628 G_L1: 5.194 D_real: 0.056 D_fake: 0.035 +(epoch: 60, iters: 22556, time: 0.298, data: 0.017) G_GAN: 2.793 G_L1: 4.439 D_real: 0.001 D_fake: 0.505 +(epoch: 60, iters: 22656, time: 0.403, data: 0.020) G_GAN: 5.832 G_L1: 3.568 D_real: 0.007 D_fake: 0.017 +(epoch: 60, iters: 22756, time: 0.289, data: 0.019) G_GAN: 5.157 G_L1: 4.183 D_real: 0.030 D_fake: 0.061 +(epoch: 60, iters: 22856, time: 0.292, data: 0.019) G_GAN: 4.760 G_L1: 5.187 D_real: 0.364 D_fake: 0.023 +(epoch: 60, iters: 22956, time: 0.287, data: 0.018) G_GAN: 3.489 G_L1: 4.129 D_real: 0.010 D_fake: 0.107 +(epoch: 60, iters: 23056, time: 0.573, data: 0.018) G_GAN: 3.083 G_L1: 2.643 D_real: 0.051 D_fake: 0.484 +(epoch: 60, iters: 23156, time: 0.295, data: 0.018) G_GAN: 6.506 G_L1: 3.734 D_real: 0.456 D_fake: 0.002 +(epoch: 60, iters: 23256, time: 0.270, data: 0.017) G_GAN: 5.482 G_L1: 2.989 D_real: 0.002 D_fake: 0.027 +(epoch: 60, iters: 23356, time: 0.288, data: 0.016) G_GAN: 7.129 G_L1: 5.752 D_real: 0.056 D_fake: 0.021 +(epoch: 60, iters: 23456, time: 0.393, data: 0.017) G_GAN: 4.345 G_L1: 4.134 D_real: 0.041 D_fake: 0.067 +(epoch: 60, iters: 23556, time: 0.286, data: 0.022) G_GAN: 2.735 G_L1: 2.915 D_real: 0.053 D_fake: 0.257 +(epoch: 60, iters: 23656, time: 0.295, data: 0.019) G_GAN: 4.314 G_L1: 2.167 D_real: 0.200 D_fake: 0.035 +(epoch: 60, iters: 23756, time: 0.286, data: 0.019) G_GAN: 4.930 G_L1: 6.355 D_real: 0.051 D_fake: 0.053 +(epoch: 60, iters: 23856, time: 0.410, data: 0.021) G_GAN: 4.026 G_L1: 4.182 D_real: 0.059 D_fake: 0.162 +(epoch: 60, iters: 23956, time: 0.289, data: 0.015) G_GAN: 5.366 G_L1: 3.870 D_real: 0.002 D_fake: 0.026 +(epoch: 60, iters: 24056, time: 0.287, data: 0.018) G_GAN: 3.949 G_L1: 3.627 D_real: 0.019 D_fake: 0.457 +(epoch: 60, iters: 24156, time: 0.304, data: 0.018) G_GAN: 3.280 G_L1: 3.669 D_real: 0.177 D_fake: 0.160 +(epoch: 60, iters: 24256, time: 0.427, data: 0.020) G_GAN: 3.804 G_L1: 4.175 D_real: 0.003 D_fake: 0.212 +(epoch: 60, iters: 24356, time: 0.298, data: 0.019) G_GAN: 4.179 G_L1: 2.765 D_real: 0.025 D_fake: 0.100 +(epoch: 60, iters: 24456, time: 0.308, data: 0.018) G_GAN: 3.695 G_L1: 3.024 D_real: 0.000 D_fake: 0.070 +(epoch: 60, iters: 24556, time: 0.293, data: 0.019) G_GAN: 3.641 G_L1: 4.164 D_real: 0.240 D_fake: 0.064 +(epoch: 60, iters: 24656, time: 0.410, data: 0.021) G_GAN: 4.171 G_L1: 3.360 D_real: 0.056 D_fake: 0.064 +(epoch: 60, iters: 24756, time: 0.298, data: 0.018) G_GAN: 4.838 G_L1: 3.734 D_real: 0.015 D_fake: 0.070 +(epoch: 60, iters: 24856, time: 0.296, data: 0.019) G_GAN: 6.252 G_L1: 3.518 D_real: 0.003 D_fake: 0.023 +(epoch: 60, iters: 24956, time: 0.298, data: 0.019) G_GAN: 5.842 G_L1: 3.506 D_real: 0.008 D_fake: 0.017 +(epoch: 60, iters: 25056, time: 0.560, data: 0.019) G_GAN: 4.420 G_L1: 3.630 D_real: 0.231 D_fake: 0.032 +(epoch: 60, iters: 25156, time: 0.291, data: 0.019) G_GAN: 3.618 G_L1: 4.898 D_real: 0.071 D_fake: 0.055 +(epoch: 60, iters: 25256, time: 0.306, data: 0.019) G_GAN: 5.906 G_L1: 2.882 D_real: 0.020 D_fake: 0.010 +(epoch: 60, iters: 25356, time: 0.290, data: 0.020) G_GAN: 3.902 G_L1: 3.953 D_real: 0.003 D_fake: 0.110 +(epoch: 60, iters: 25456, time: 0.383, data: 0.019) G_GAN: 4.330 G_L1: 3.242 D_real: 0.028 D_fake: 0.077 +(epoch: 60, iters: 25556, time: 0.293, data: 0.019) G_GAN: 4.549 G_L1: 3.647 D_real: 0.004 D_fake: 0.075 +(epoch: 60, iters: 25656, time: 0.286, data: 0.019) G_GAN: 4.847 G_L1: 3.559 D_real: 0.030 D_fake: 0.044 +(epoch: 60, iters: 25756, time: 0.298, data: 0.017) G_GAN: 6.819 G_L1: 5.063 D_real: 0.014 D_fake: 0.010 +(epoch: 60, iters: 25856, time: 0.416, data: 0.020) G_GAN: 3.346 G_L1: 4.367 D_real: 0.244 D_fake: 0.126 +(epoch: 60, iters: 25956, time: 0.303, data: 0.022) G_GAN: 2.924 G_L1: 3.751 D_real: 0.007 D_fake: 0.288 +(epoch: 60, iters: 26056, time: 0.298, data: 0.020) G_GAN: 3.015 G_L1: 3.536 D_real: 0.269 D_fake: 0.087 +(epoch: 60, iters: 26156, time: 0.301, data: 0.019) G_GAN: 5.632 G_L1: 7.437 D_real: 0.003 D_fake: 0.045 +(epoch: 60, iters: 26256, time: 0.412, data: 0.020) G_GAN: 3.850 G_L1: 3.475 D_real: 0.073 D_fake: 0.322 +(epoch: 60, iters: 26356, time: 0.305, data: 0.017) G_GAN: 6.248 G_L1: 3.948 D_real: 0.149 D_fake: 0.004 +(epoch: 60, iters: 26456, time: 0.296, data: 0.020) G_GAN: 3.903 G_L1: 3.655 D_real: 0.511 D_fake: 0.142 +(epoch: 60, iters: 26556, time: 0.287, data: 0.019) G_GAN: 5.642 G_L1: 3.900 D_real: 0.033 D_fake: 0.024 +(epoch: 60, iters: 26656, time: 0.420, data: 0.017) G_GAN: 4.546 G_L1: 4.224 D_real: 0.114 D_fake: 0.242 +(epoch: 60, iters: 26756, time: 0.306, data: 0.019) G_GAN: 3.894 G_L1: 3.591 D_real: 0.026 D_fake: 0.046 +(epoch: 60, iters: 26856, time: 0.303, data: 0.019) G_GAN: 3.817 G_L1: 3.132 D_real: 0.001 D_fake: 0.445 +(epoch: 60, iters: 26956, time: 0.301, data: 0.025) G_GAN: 5.211 G_L1: 4.778 D_real: 0.069 D_fake: 0.028 +(epoch: 60, iters: 27056, time: 0.587, data: 0.019) G_GAN: 3.051 G_L1: 4.260 D_real: 0.288 D_fake: 0.075 +(epoch: 60, iters: 27156, time: 0.283, data: 0.021) G_GAN: 4.021 G_L1: 2.975 D_real: 0.027 D_fake: 0.124 +(epoch: 60, iters: 27256, time: 0.300, data: 0.019) G_GAN: 3.245 G_L1: 2.619 D_real: 0.442 D_fake: 0.123 +(epoch: 60, iters: 27356, time: 0.297, data: 0.019) G_GAN: 8.121 G_L1: 3.940 D_real: 0.011 D_fake: 0.012 +(epoch: 60, iters: 27456, time: 0.392, data: 0.018) G_GAN: 5.999 G_L1: 4.690 D_real: 0.012 D_fake: 0.024 +(epoch: 60, iters: 27556, time: 0.305, data: 0.016) G_GAN: 5.468 G_L1: 7.736 D_real: 0.001 D_fake: 0.240 +(epoch: 60, iters: 27656, time: 0.309, data: 0.019) G_GAN: 7.507 G_L1: 4.575 D_real: 0.006 D_fake: 0.144 +(epoch: 60, iters: 27756, time: 0.304, data: 0.019) G_GAN: 6.446 G_L1: 4.645 D_real: 0.385 D_fake: 0.043 +(epoch: 60, iters: 27856, time: 0.420, data: 0.019) G_GAN: 4.573 G_L1: 4.218 D_real: 0.006 D_fake: 0.114 +(epoch: 60, iters: 27956, time: 0.297, data: 0.019) G_GAN: 4.762 G_L1: 4.687 D_real: 0.047 D_fake: 0.042 +(epoch: 60, iters: 28056, time: 0.297, data: 0.019) G_GAN: 3.038 G_L1: 2.705 D_real: 0.045 D_fake: 0.241 +(epoch: 60, iters: 28156, time: 0.298, data: 0.019) G_GAN: 5.336 G_L1: 4.423 D_real: 0.014 D_fake: 0.087 +(epoch: 60, iters: 28256, time: 0.419, data: 0.018) G_GAN: 4.305 G_L1: 4.305 D_real: 0.097 D_fake: 0.047 +(epoch: 60, iters: 28356, time: 0.298, data: 0.021) G_GAN: 3.959 G_L1: 4.224 D_real: 0.113 D_fake: 0.059 +(epoch: 60, iters: 28456, time: 0.301, data: 0.018) G_GAN: 5.255 G_L1: 4.191 D_real: 0.004 D_fake: 0.045 +(epoch: 60, iters: 28556, time: 0.290, data: 0.023) G_GAN: 5.732 G_L1: 3.999 D_real: 0.044 D_fake: 0.186 +(epoch: 60, iters: 28656, time: 0.411, data: 0.018) G_GAN: 5.649 G_L1: 2.950 D_real: 0.035 D_fake: 0.030 +(epoch: 60, iters: 28756, time: 0.290, data: 0.018) G_GAN: 5.199 G_L1: 4.486 D_real: 0.118 D_fake: 0.023 +(epoch: 60, iters: 28856, time: 0.298, data: 0.017) G_GAN: 5.530 G_L1: 7.192 D_real: 0.387 D_fake: 0.025 +(epoch: 60, iters: 28956, time: 0.291, data: 0.020) G_GAN: 5.236 G_L1: 4.938 D_real: 0.004 D_fake: 0.054 +(epoch: 60, iters: 29056, time: 0.522, data: 0.017) G_GAN: 6.068 G_L1: 2.993 D_real: 0.603 D_fake: 0.133 +(epoch: 60, iters: 29156, time: 0.303, data: 0.020) G_GAN: 4.205 G_L1: 5.624 D_real: 0.012 D_fake: 0.190 +(epoch: 60, iters: 29256, time: 0.294, data: 0.022) G_GAN: 4.435 G_L1: 3.873 D_real: 0.059 D_fake: 0.047 +(epoch: 60, iters: 29356, time: 0.301, data: 0.019) G_GAN: 4.141 G_L1: 2.594 D_real: 0.014 D_fake: 0.344 +(epoch: 60, iters: 29456, time: 0.393, data: 0.018) G_GAN: 3.822 G_L1: 3.395 D_real: 0.014 D_fake: 0.251 +(epoch: 60, iters: 29556, time: 0.303, data: 0.020) G_GAN: 4.719 G_L1: 3.982 D_real: 0.169 D_fake: 0.054 +(epoch: 60, iters: 29656, time: 0.297, data: 0.019) G_GAN: 4.396 G_L1: 6.014 D_real: 0.003 D_fake: 0.117 +(epoch: 60, iters: 29756, time: 0.297, data: 0.019) G_GAN: 4.856 G_L1: 3.936 D_real: 0.134 D_fake: 0.026 +(epoch: 60, iters: 29856, time: 0.406, data: 0.019) G_GAN: 4.675 G_L1: 6.958 D_real: 0.002 D_fake: 0.055 +(epoch: 60, iters: 29956, time: 0.302, data: 0.018) G_GAN: 4.997 G_L1: 4.519 D_real: 0.018 D_fake: 0.413 +(epoch: 60, iters: 30056, time: 0.293, data: 0.019) G_GAN: 3.071 G_L1: 3.632 D_real: 0.297 D_fake: 0.115 +(epoch: 60, iters: 30156, time: 0.298, data: 0.017) G_GAN: 7.098 G_L1: 7.911 D_real: 0.037 D_fake: 0.376 +(epoch: 60, iters: 30256, time: 0.430, data: 0.019) G_GAN: 4.842 G_L1: 3.179 D_real: 0.016 D_fake: 0.041 +(epoch: 60, iters: 30356, time: 0.288, data: 0.020) G_GAN: 6.390 G_L1: 3.606 D_real: 0.017 D_fake: 0.010 +(epoch: 60, iters: 30456, time: 0.291, data: 0.016) G_GAN: 4.477 G_L1: 4.252 D_real: 0.003 D_fake: 0.076 +(epoch: 60, iters: 30556, time: 0.297, data: 0.017) G_GAN: 4.703 G_L1: 4.533 D_real: 0.344 D_fake: 0.030 +(epoch: 60, iters: 30656, time: 0.378, data: 0.019) G_GAN: 3.844 G_L1: 2.522 D_real: 0.308 D_fake: 0.068 +(epoch: 60, iters: 30756, time: 0.302, data: 0.017) G_GAN: 4.299 G_L1: 5.512 D_real: 0.008 D_fake: 0.071 +(epoch: 60, iters: 30856, time: 0.305, data: 0.021) G_GAN: 4.761 G_L1: 3.092 D_real: 0.131 D_fake: 0.013 +(epoch: 60, iters: 30956, time: 0.302, data: 0.020) G_GAN: 4.725 G_L1: 2.691 D_real: 0.045 D_fake: 0.037 +(epoch: 60, iters: 31056, time: 0.570, data: 0.019) G_GAN: 3.621 G_L1: 2.703 D_real: 0.303 D_fake: 0.048 +(epoch: 60, iters: 31156, time: 0.306, data: 0.017) G_GAN: 5.291 G_L1: 3.123 D_real: 0.006 D_fake: 0.080 +(epoch: 60, iters: 31256, time: 0.305, data: 0.019) G_GAN: 4.608 G_L1: 3.205 D_real: 0.088 D_fake: 0.061 +(epoch: 60, iters: 31356, time: 0.296, data: 0.018) G_GAN: 3.628 G_L1: 4.015 D_real: 0.005 D_fake: 0.211 +(epoch: 60, iters: 31456, time: 0.414, data: 0.018) G_GAN: 4.279 G_L1: 4.682 D_real: 0.528 D_fake: 0.019 +(epoch: 60, iters: 31556, time: 0.304, data: 0.018) G_GAN: 3.764 G_L1: 3.943 D_real: 0.004 D_fake: 0.090 +(epoch: 60, iters: 31656, time: 0.295, data: 0.023) G_GAN: 3.893 G_L1: 4.726 D_real: 0.032 D_fake: 0.117 +(epoch: 60, iters: 31756, time: 0.294, data: 0.018) G_GAN: 5.339 G_L1: 3.534 D_real: 0.081 D_fake: 0.026 +(epoch: 60, iters: 31856, time: 0.417, data: 0.019) G_GAN: 6.345 G_L1: 3.801 D_real: 0.036 D_fake: 0.011 +(epoch: 60, iters: 31956, time: 0.305, data: 0.021) G_GAN: 5.041 G_L1: 4.478 D_real: 0.021 D_fake: 0.084 +(epoch: 60, iters: 32056, time: 0.303, data: 0.018) G_GAN: 3.833 G_L1: 3.311 D_real: 0.026 D_fake: 0.376 +(epoch: 60, iters: 32156, time: 0.302, data: 0.020) G_GAN: 5.783 G_L1: 6.720 D_real: 0.007 D_fake: 0.043 +(epoch: 60, iters: 32256, time: 0.405, data: 0.018) G_GAN: 4.594 G_L1: 3.300 D_real: 0.038 D_fake: 0.236 +(epoch: 60, iters: 32356, time: 0.303, data: 0.020) G_GAN: 3.933 G_L1: 3.661 D_real: 0.002 D_fake: 0.102 +(epoch: 60, iters: 32456, time: 0.289, data: 0.018) G_GAN: 4.155 G_L1: 3.565 D_real: 0.307 D_fake: 0.345 +(epoch: 60, iters: 32556, time: 0.303, data: 0.019) G_GAN: 6.219 G_L1: 4.153 D_real: 0.061 D_fake: 0.049 +(epoch: 60, iters: 32656, time: 0.416, data: 0.018) G_GAN: 7.527 G_L1: 4.436 D_real: 0.030 D_fake: 0.005 +(epoch: 60, iters: 32756, time: 0.296, data: 0.019) G_GAN: 3.853 G_L1: 6.996 D_real: 0.229 D_fake: 0.088 +(epoch: 60, iters: 32856, time: 0.301, data: 0.018) G_GAN: 5.030 G_L1: 4.037 D_real: 0.033 D_fake: 0.021 +(epoch: 60, iters: 32956, time: 0.302, data: 0.018) G_GAN: 5.125 G_L1: 2.414 D_real: 0.002 D_fake: 0.017 +(epoch: 60, iters: 33056, time: 0.585, data: 0.019) G_GAN: 6.478 G_L1: 5.558 D_real: 0.001 D_fake: 0.008 +(epoch: 60, iters: 33156, time: 0.289, data: 0.022) G_GAN: 3.808 G_L1: 2.296 D_real: 0.108 D_fake: 0.246 +(epoch: 60, iters: 33256, time: 0.302, data: 0.017) G_GAN: 4.135 G_L1: 4.253 D_real: 0.000 D_fake: 0.118 +(epoch: 60, iters: 33356, time: 0.287, data: 0.019) G_GAN: 3.563 G_L1: 5.215 D_real: 0.000 D_fake: 0.531 +(epoch: 60, iters: 33456, time: 0.416, data: 0.018) G_GAN: 5.121 G_L1: 4.510 D_real: 0.094 D_fake: 0.014 +(epoch: 60, iters: 33556, time: 0.308, data: 0.020) G_GAN: 4.606 G_L1: 4.169 D_real: 0.021 D_fake: 0.022 +(epoch: 60, iters: 33656, time: 0.300, data: 0.020) G_GAN: 3.980 G_L1: 5.091 D_real: 0.153 D_fake: 0.057 +(epoch: 60, iters: 33756, time: 0.303, data: 0.020) G_GAN: 4.347 G_L1: 5.306 D_real: 0.008 D_fake: 0.212 +(epoch: 60, iters: 33856, time: 0.407, data: 0.019) G_GAN: 5.929 G_L1: 4.867 D_real: 0.001 D_fake: 0.018 +(epoch: 60, iters: 33956, time: 0.296, data: 0.018) G_GAN: 5.305 G_L1: 5.375 D_real: 0.029 D_fake: 0.025 +(epoch: 60, iters: 34056, time: 0.303, data: 0.019) G_GAN: 5.064 G_L1: 3.951 D_real: 0.052 D_fake: 0.083 +(epoch: 60, iters: 34156, time: 0.286, data: 0.021) G_GAN: 6.690 G_L1: 4.132 D_real: 0.168 D_fake: 0.003 +(epoch: 60, iters: 34256, time: 0.384, data: 0.017) G_GAN: 3.609 G_L1: 7.015 D_real: 0.176 D_fake: 0.059 +(epoch: 60, iters: 34356, time: 0.298, data: 0.018) G_GAN: 6.302 G_L1: 6.575 D_real: 0.008 D_fake: 0.181 +(epoch: 60, iters: 34456, time: 0.299, data: 0.020) G_GAN: 4.480 G_L1: 3.362 D_real: 0.010 D_fake: 0.094 +(epoch: 60, iters: 34556, time: 0.298, data: 0.020) G_GAN: 4.329 G_L1: 4.006 D_real: 0.031 D_fake: 0.170 +(epoch: 60, iters: 34656, time: 0.403, data: 0.019) G_GAN: 4.693 G_L1: 3.325 D_real: 0.117 D_fake: 0.047 +(epoch: 60, iters: 34756, time: 0.294, data: 0.018) G_GAN: 6.223 G_L1: 4.421 D_real: 0.193 D_fake: 0.094 +(epoch: 60, iters: 34856, time: 0.302, data: 0.018) G_GAN: 5.658 G_L1: 4.591 D_real: 0.035 D_fake: 0.068 +(epoch: 60, iters: 34956, time: 0.302, data: 0.021) G_GAN: 5.039 G_L1: 3.653 D_real: 0.002 D_fake: 0.048 +(epoch: 60, iters: 35056, time: 0.550, data: 0.018) G_GAN: 5.533 G_L1: 3.670 D_real: 0.037 D_fake: 0.045 +(epoch: 60, iters: 35156, time: 0.290, data: 0.020) G_GAN: 4.830 G_L1: 3.413 D_real: 0.011 D_fake: 0.084 +(epoch: 60, iters: 35256, time: 0.304, data: 0.018) G_GAN: 4.453 G_L1: 3.231 D_real: 0.004 D_fake: 0.416 +(epoch: 60, iters: 35356, time: 0.304, data: 0.018) G_GAN: 6.106 G_L1: 4.001 D_real: 0.066 D_fake: 0.019 +(epoch: 60, iters: 35456, time: 0.419, data: 0.019) G_GAN: 4.725 G_L1: 4.421 D_real: 1.047 D_fake: 0.553 +(epoch: 60, iters: 35556, time: 0.299, data: 0.019) G_GAN: 6.527 G_L1: 5.053 D_real: 0.220 D_fake: 0.012 +(epoch: 60, iters: 35656, time: 0.298, data: 0.018) G_GAN: 4.604 G_L1: 4.442 D_real: 0.014 D_fake: 0.039 +(epoch: 60, iters: 35756, time: 0.304, data: 0.019) G_GAN: 4.141 G_L1: 4.040 D_real: 0.022 D_fake: 0.090 +(epoch: 60, iters: 35856, time: 0.380, data: 0.018) G_GAN: 5.212 G_L1: 5.275 D_real: 0.003 D_fake: 0.042 +(epoch: 60, iters: 35956, time: 0.294, data: 0.020) G_GAN: 4.465 G_L1: 4.734 D_real: 0.020 D_fake: 0.046 +(epoch: 60, iters: 36056, time: 0.300, data: 0.022) G_GAN: 5.241 G_L1: 6.254 D_real: 0.045 D_fake: 0.016 +(epoch: 60, iters: 36156, time: 0.305, data: 0.019) G_GAN: 6.311 G_L1: 3.610 D_real: 0.026 D_fake: 0.027 +(epoch: 60, iters: 36256, time: 0.401, data: 0.019) G_GAN: 6.663 G_L1: 5.327 D_real: 0.012 D_fake: 0.085 +(epoch: 60, iters: 36356, time: 0.306, data: 0.018) G_GAN: 4.907 G_L1: 2.915 D_real: 0.046 D_fake: 0.100 +(epoch: 60, iters: 36456, time: 0.304, data: 0.020) G_GAN: 4.783 G_L1: 2.272 D_real: 0.057 D_fake: 0.076 +(epoch: 60, iters: 36556, time: 0.296, data: 0.021) G_GAN: 4.101 G_L1: 3.833 D_real: 0.005 D_fake: 0.151 +(epoch: 60, iters: 36656, time: 0.405, data: 0.019) G_GAN: 6.829 G_L1: 3.663 D_real: 0.029 D_fake: 0.006 +(epoch: 60, iters: 36756, time: 0.300, data: 0.018) G_GAN: 4.785 G_L1: 3.061 D_real: 0.038 D_fake: 0.037 +(epoch: 60, iters: 36856, time: 0.303, data: 0.018) G_GAN: 4.542 G_L1: 4.148 D_real: 0.081 D_fake: 0.072 +(epoch: 60, iters: 36956, time: 0.296, data: 0.019) G_GAN: 5.992 G_L1: 3.645 D_real: 0.004 D_fake: 0.012 +(epoch: 60, iters: 37056, time: 0.564, data: 0.018) G_GAN: 4.995 G_L1: 6.239 D_real: 0.019 D_fake: 0.056 +(epoch: 60, iters: 37156, time: 0.303, data: 0.016) G_GAN: 5.442 G_L1: 5.041 D_real: 0.023 D_fake: 0.042 +(epoch: 60, iters: 37256, time: 0.297, data: 0.019) G_GAN: 3.838 G_L1: 3.681 D_real: 0.605 D_fake: 0.047 +(epoch: 60, iters: 37356, time: 0.303, data: 0.020) G_GAN: 5.181 G_L1: 3.572 D_real: 0.011 D_fake: 0.016 +(epoch: 60, iters: 37456, time: 0.387, data: 0.018) G_GAN: 4.564 G_L1: 4.340 D_real: 0.026 D_fake: 0.156 +(epoch: 60, iters: 37556, time: 0.289, data: 0.018) G_GAN: 5.054 G_L1: 5.142 D_real: 0.139 D_fake: 0.216 +(epoch: 60, iters: 37656, time: 0.300, data: 0.018) G_GAN: 6.417 G_L1: 4.315 D_real: 0.068 D_fake: 0.318 +(epoch: 60, iters: 37756, time: 0.292, data: 0.020) G_GAN: 3.872 G_L1: 4.667 D_real: 0.178 D_fake: 0.016 +(epoch: 60, iters: 37856, time: 0.415, data: 0.017) G_GAN: 5.990 G_L1: 8.418 D_real: 0.606 D_fake: 0.241 +(epoch: 60, iters: 37956, time: 0.296, data: 0.019) G_GAN: 5.884 G_L1: 5.193 D_real: 0.047 D_fake: 0.018 +(epoch: 60, iters: 38056, time: 0.302, data: 0.019) G_GAN: 3.149 G_L1: 3.615 D_real: 0.412 D_fake: 0.086 +(epoch: 60, iters: 38156, time: 0.300, data: 0.020) G_GAN: 4.598 G_L1: 4.954 D_real: 0.542 D_fake: 0.027 +(epoch: 60, iters: 38256, time: 0.395, data: 0.019) G_GAN: 3.929 G_L1: 2.369 D_real: 0.159 D_fake: 0.101 +(epoch: 60, iters: 38356, time: 0.287, data: 0.019) G_GAN: 4.702 G_L1: 2.987 D_real: 0.021 D_fake: 0.094 +(epoch: 60, iters: 38456, time: 0.301, data: 0.019) G_GAN: 4.585 G_L1: 3.947 D_real: 0.040 D_fake: 0.092 +(epoch: 60, iters: 38556, time: 0.295, data: 0.019) G_GAN: 2.584 G_L1: 4.223 D_real: 0.298 D_fake: 0.101 +(epoch: 60, iters: 38656, time: 0.416, data: 0.019) G_GAN: 4.354 G_L1: 3.655 D_real: 0.007 D_fake: 0.050 +(epoch: 60, iters: 38756, time: 0.297, data: 0.019) G_GAN: 3.617 G_L1: 3.961 D_real: 0.034 D_fake: 0.137 +(epoch: 60, iters: 38856, time: 0.296, data: 0.020) G_GAN: 5.922 G_L1: 4.435 D_real: 0.060 D_fake: 0.030 +(epoch: 60, iters: 38956, time: 0.292, data: 0.018) G_GAN: 5.756 G_L1: 4.516 D_real: 0.175 D_fake: 0.034 +(epoch: 60, iters: 39056, time: 0.572, data: 0.017) G_GAN: 5.728 G_L1: 4.606 D_real: 0.002 D_fake: 0.032 +(epoch: 60, iters: 39156, time: 0.302, data: 0.019) G_GAN: 3.938 G_L1: 3.283 D_real: 0.659 D_fake: 0.009 +(epoch: 60, iters: 39256, time: 0.302, data: 0.023) G_GAN: 5.254 G_L1: 3.623 D_real: 0.008 D_fake: 0.032 +(epoch: 60, iters: 39356, time: 0.303, data: 0.019) G_GAN: 5.909 G_L1: 3.925 D_real: 0.046 D_fake: 0.022 +(epoch: 60, iters: 39456, time: 0.380, data: 0.021) G_GAN: 4.856 G_L1: 3.691 D_real: 0.336 D_fake: 0.024 +(epoch: 60, iters: 39556, time: 0.293, data: 0.018) G_GAN: 1.001 G_L1: 3.646 D_real: 1.870 D_fake: 0.039 +(epoch: 60, iters: 39656, time: 0.302, data: 0.018) G_GAN: 5.272 G_L1: 4.427 D_real: 0.032 D_fake: 0.043 +(epoch: 60, iters: 39756, time: 0.294, data: 0.020) G_GAN: 6.515 G_L1: 3.632 D_real: 0.141 D_fake: 0.007 +(epoch: 60, iters: 39856, time: 0.413, data: 0.018) G_GAN: 4.268 G_L1: 3.771 D_real: 0.139 D_fake: 0.051 +(epoch: 60, iters: 39956, time: 0.297, data: 0.020) G_GAN: 5.311 G_L1: 4.124 D_real: 0.150 D_fake: 0.053 +(epoch: 60, iters: 40056, time: 0.304, data: 0.018) G_GAN: 6.791 G_L1: 6.173 D_real: 0.003 D_fake: 0.009 +(epoch: 60, iters: 40156, time: 0.302, data: 0.019) G_GAN: 5.553 G_L1: 3.892 D_real: 0.013 D_fake: 0.035 +(epoch: 60, iters: 40256, time: 0.420, data: 0.020) G_GAN: 4.948 G_L1: 3.410 D_real: 0.019 D_fake: 0.056 +(epoch: 60, iters: 40356, time: 0.299, data: 0.018) G_GAN: 5.851 G_L1: 5.895 D_real: 0.050 D_fake: 0.017 +(epoch: 60, iters: 40456, time: 0.302, data: 0.018) G_GAN: 6.698 G_L1: 5.724 D_real: 0.001 D_fake: 0.011 +(epoch: 60, iters: 40556, time: 0.305, data: 0.020) G_GAN: 4.607 G_L1: 3.203 D_real: 0.025 D_fake: 0.309 +(epoch: 60, iters: 40656, time: 0.399, data: 0.019) G_GAN: 5.184 G_L1: 5.526 D_real: 0.273 D_fake: 0.011 +(epoch: 60, iters: 40756, time: 0.302, data: 0.018) G_GAN: 7.347 G_L1: 9.397 D_real: 0.272 D_fake: 0.003 +(epoch: 60, iters: 40856, time: 0.305, data: 0.019) G_GAN: 5.042 G_L1: 4.279 D_real: 0.149 D_fake: 0.021 +(epoch: 60, iters: 40956, time: 0.295, data: 0.019) G_GAN: 5.507 G_L1: 4.106 D_real: 0.059 D_fake: 0.168 +(epoch: 60, iters: 41056, time: 0.583, data: 0.020) G_GAN: 3.605 G_L1: 3.303 D_real: 0.406 D_fake: 0.060 +(epoch: 60, iters: 41156, time: 0.300, data: 0.018) G_GAN: 3.306 G_L1: 2.725 D_real: 0.102 D_fake: 0.469 +(epoch: 60, iters: 41256, time: 0.298, data: 0.020) G_GAN: 5.353 G_L1: 4.007 D_real: 0.008 D_fake: 0.013 +(epoch: 60, iters: 41356, time: 0.286, data: 0.020) G_GAN: 3.276 G_L1: 2.419 D_real: 0.023 D_fake: 0.284 +(epoch: 60, iters: 41456, time: 0.406, data: 0.019) G_GAN: 4.585 G_L1: 4.898 D_real: 0.071 D_fake: 0.145 +(epoch: 60, iters: 41556, time: 0.299, data: 0.020) G_GAN: 6.361 G_L1: 10.585 D_real: 0.003 D_fake: 0.014 +(epoch: 60, iters: 41656, time: 0.304, data: 0.018) G_GAN: 5.575 G_L1: 6.299 D_real: 0.444 D_fake: 0.086 +(epoch: 60, iters: 41756, time: 0.302, data: 0.021) G_GAN: 4.925 G_L1: 3.453 D_real: 0.007 D_fake: 0.134 +(epoch: 60, iters: 41856, time: 0.413, data: 0.020) G_GAN: 3.262 G_L1: 4.195 D_real: 0.567 D_fake: 0.035 +(epoch: 60, iters: 41956, time: 0.302, data: 0.017) G_GAN: 4.864 G_L1: 3.525 D_real: 0.001 D_fake: 0.040 +(epoch: 60, iters: 42056, time: 0.296, data: 0.022) G_GAN: 6.393 G_L1: 5.192 D_real: 0.001 D_fake: 0.009 +(epoch: 60, iters: 42156, time: 0.287, data: 0.018) G_GAN: 4.086 G_L1: 5.260 D_real: 0.016 D_fake: 0.120 +(epoch: 60, iters: 42256, time: 0.422, data: 0.017) G_GAN: 4.541 G_L1: 8.170 D_real: 0.000 D_fake: 0.129 +(epoch: 60, iters: 42356, time: 0.303, data: 0.019) G_GAN: 5.606 G_L1: 3.439 D_real: 0.097 D_fake: 0.036 +(epoch: 60, iters: 42456, time: 0.306, data: 0.019) G_GAN: 6.329 G_L1: 5.443 D_real: 0.052 D_fake: 0.012 +(epoch: 60, iters: 42556, time: 0.297, data: 0.019) G_GAN: 5.246 G_L1: 4.857 D_real: 0.018 D_fake: 0.101 +(epoch: 60, iters: 42656, time: 0.409, data: 0.018) G_GAN: 5.213 G_L1: 6.042 D_real: 0.007 D_fake: 0.027 +(epoch: 60, iters: 42756, time: 0.292, data: 0.017) G_GAN: 4.702 G_L1: 4.747 D_real: 0.017 D_fake: 0.404 +(epoch: 60, iters: 42856, time: 0.293, data: 0.018) G_GAN: 4.229 G_L1: 4.037 D_real: 0.377 D_fake: 0.029 +(epoch: 60, iters: 42956, time: 0.305, data: 0.018) G_GAN: 7.213 G_L1: 4.927 D_real: 0.009 D_fake: 0.003 +(epoch: 60, iters: 43056, time: 0.559, data: 0.019) G_GAN: 4.079 G_L1: 3.957 D_real: 0.047 D_fake: 0.130 +(epoch: 60, iters: 43156, time: 0.305, data: 0.018) G_GAN: 4.288 G_L1: 3.628 D_real: 0.146 D_fake: 0.047 +(epoch: 60, iters: 43256, time: 0.284, data: 0.019) G_GAN: 3.429 G_L1: 3.665 D_real: 0.035 D_fake: 0.095 +(epoch: 60, iters: 43356, time: 0.306, data: 0.018) G_GAN: 6.588 G_L1: 4.159 D_real: 0.991 D_fake: 0.001 +(epoch: 60, iters: 43456, time: 0.382, data: 0.019) G_GAN: 4.733 G_L1: 4.841 D_real: 0.045 D_fake: 0.043 +(epoch: 60, iters: 43556, time: 0.294, data: 0.018) G_GAN: 5.466 G_L1: 3.313 D_real: 0.064 D_fake: 0.084 +(epoch: 60, iters: 43656, time: 0.296, data: 0.017) G_GAN: 3.213 G_L1: 3.890 D_real: 0.510 D_fake: 0.044 +(epoch: 60, iters: 43756, time: 0.299, data: 0.019) G_GAN: 4.634 G_L1: 5.448 D_real: 0.003 D_fake: 0.064 +(epoch: 60, iters: 43856, time: 0.417, data: 0.020) G_GAN: 4.464 G_L1: 4.196 D_real: 0.004 D_fake: 0.075 +(epoch: 60, iters: 43956, time: 0.304, data: 0.018) G_GAN: 3.767 G_L1: 4.040 D_real: 0.106 D_fake: 0.105 +(epoch: 60, iters: 44056, time: 0.301, data: 0.020) G_GAN: 4.922 G_L1: 5.186 D_real: 0.042 D_fake: 0.013 +(epoch: 60, iters: 44156, time: 0.294, data: 0.019) G_GAN: 6.511 G_L1: 4.753 D_real: 0.002 D_fake: 0.014 +(epoch: 60, iters: 44256, time: 0.416, data: 0.019) G_GAN: 5.003 G_L1: 4.566 D_real: 0.000 D_fake: 0.125 +(epoch: 60, iters: 44356, time: 0.305, data: 0.018) G_GAN: 5.286 G_L1: 3.424 D_real: 0.005 D_fake: 0.035 +(epoch: 60, iters: 44456, time: 0.303, data: 0.019) G_GAN: 4.225 G_L1: 6.296 D_real: 0.256 D_fake: 0.027 +(epoch: 60, iters: 44556, time: 0.301, data: 0.018) G_GAN: 4.666 G_L1: 6.832 D_real: 0.002 D_fake: 0.031 +(epoch: 60, iters: 44656, time: 0.421, data: 0.017) G_GAN: 4.189 G_L1: 4.423 D_real: 0.023 D_fake: 0.206 +(epoch: 60, iters: 44756, time: 0.301, data: 0.018) G_GAN: 4.773 G_L1: 3.842 D_real: 0.296 D_fake: 0.015 +(epoch: 60, iters: 44856, time: 0.303, data: 0.019) G_GAN: 3.734 G_L1: 3.231 D_real: 0.189 D_fake: 0.141 +(epoch: 60, iters: 44956, time: 0.299, data: 0.018) G_GAN: 4.747 G_L1: 4.527 D_real: 0.004 D_fake: 0.041 +(epoch: 60, iters: 45056, time: 0.582, data: 0.017) G_GAN: 4.740 G_L1: 4.874 D_real: 0.500 D_fake: 0.038 +(epoch: 60, iters: 45156, time: 0.303, data: 0.024) G_GAN: 5.683 G_L1: 5.821 D_real: 0.014 D_fake: 0.008 +(epoch: 60, iters: 45256, time: 0.295, data: 0.019) G_GAN: 5.300 G_L1: 4.087 D_real: 0.001 D_fake: 0.049 +(epoch: 60, iters: 45356, time: 0.305, data: 0.018) G_GAN: 6.799 G_L1: 7.045 D_real: 0.125 D_fake: 0.016 +(epoch: 60, iters: 45456, time: 0.405, data: 0.019) G_GAN: 6.438 G_L1: 4.040 D_real: 0.011 D_fake: 0.006 +(epoch: 60, iters: 45556, time: 0.300, data: 0.019) G_GAN: 8.297 G_L1: 4.826 D_real: 0.003 D_fake: 0.008 +(epoch: 60, iters: 45656, time: 0.301, data: 0.020) G_GAN: 6.789 G_L1: 7.555 D_real: 0.016 D_fake: 0.007 +(epoch: 60, iters: 45756, time: 0.301, data: 0.018) G_GAN: 4.323 G_L1: 6.820 D_real: 0.031 D_fake: 0.071 +(epoch: 60, iters: 45856, time: 0.415, data: 0.027) G_GAN: 4.398 G_L1: 4.283 D_real: 0.087 D_fake: 0.077 +(epoch: 60, iters: 45956, time: 0.302, data: 0.020) G_GAN: 4.706 G_L1: 4.163 D_real: 0.001 D_fake: 0.064 +(epoch: 60, iters: 46056, time: 0.303, data: 0.018) G_GAN: 4.373 G_L1: 2.392 D_real: 0.072 D_fake: 0.081 +(epoch: 60, iters: 46156, time: 0.289, data: 0.019) G_GAN: 5.010 G_L1: 4.326 D_real: 0.405 D_fake: 0.015 +(epoch: 60, iters: 46256, time: 0.412, data: 0.017) G_GAN: 4.224 G_L1: 5.001 D_real: 0.191 D_fake: 0.074 +(epoch: 60, iters: 46356, time: 0.297, data: 0.017) G_GAN: 6.614 G_L1: 5.616 D_real: 0.002 D_fake: 0.019 +(epoch: 60, iters: 46456, time: 0.298, data: 0.019) G_GAN: 6.652 G_L1: 4.841 D_real: 0.178 D_fake: 0.007 +(epoch: 60, iters: 46556, time: 0.299, data: 0.018) G_GAN: 7.155 G_L1: 6.284 D_real: 0.029 D_fake: 0.026 +(epoch: 60, iters: 46656, time: 0.425, data: 0.018) G_GAN: 6.211 G_L1: 4.606 D_real: 0.007 D_fake: 0.027 +(epoch: 60, iters: 46756, time: 0.300, data: 0.018) G_GAN: 4.725 G_L1: 4.368 D_real: 0.000 D_fake: 0.036 +(epoch: 60, iters: 46856, time: 0.302, data: 0.017) G_GAN: 11.093 G_L1: 7.598 D_real: 0.000 D_fake: 0.025 +(epoch: 60, iters: 46956, time: 0.293, data: 0.018) G_GAN: 6.907 G_L1: 3.578 D_real: 0.001 D_fake: 0.036 +(epoch: 60, iters: 47056, time: 0.523, data: 0.017) G_GAN: 6.250 G_L1: 3.606 D_real: 0.000 D_fake: 0.004 +(epoch: 60, iters: 47156, time: 0.304, data: 0.023) G_GAN: 4.678 G_L1: 4.090 D_real: 0.001 D_fake: 0.074 +(epoch: 60, iters: 47256, time: 0.303, data: 0.018) G_GAN: 5.417 G_L1: 4.326 D_real: 0.003 D_fake: 0.057 +(epoch: 60, iters: 47356, time: 0.287, data: 0.019) G_GAN: 7.243 G_L1: 4.972 D_real: 0.000 D_fake: 0.058 +(epoch: 60, iters: 47456, time: 0.429, data: 0.021) G_GAN: 3.924 G_L1: 4.632 D_real: 0.000 D_fake: 0.068 +(epoch: 60, iters: 47556, time: 0.307, data: 0.018) G_GAN: 4.266 G_L1: 4.398 D_real: 0.000 D_fake: 0.319 +(epoch: 60, iters: 47656, time: 0.295, data: 0.018) G_GAN: 4.708 G_L1: 5.112 D_real: 0.000 D_fake: 0.037 +(epoch: 60, iters: 47756, time: 0.300, data: 0.019) G_GAN: 5.825 G_L1: 4.899 D_real: 0.000 D_fake: 0.017 +(epoch: 60, iters: 47856, time: 0.424, data: 0.018) G_GAN: 6.166 G_L1: 5.234 D_real: 0.000 D_fake: 0.011 +(epoch: 60, iters: 47956, time: 0.300, data: 0.018) G_GAN: 4.905 G_L1: 5.700 D_real: 0.000 D_fake: 0.060 +(epoch: 60, iters: 48056, time: 0.303, data: 0.019) G_GAN: 5.465 G_L1: 7.268 D_real: 0.024 D_fake: 0.042 +(epoch: 60, iters: 48156, time: 0.298, data: 0.022) G_GAN: 4.737 G_L1: 7.386 D_real: 0.000 D_fake: 0.223 +(epoch: 60, iters: 48256, time: 0.391, data: 0.018) G_GAN: 6.093 G_L1: 5.323 D_real: 0.000 D_fake: 0.085 +(epoch: 60, iters: 48356, time: 0.295, data: 0.019) G_GAN: 4.222 G_L1: 3.637 D_real: 0.000 D_fake: 0.078 +(epoch: 60, iters: 48456, time: 0.312, data: 0.018) G_GAN: 3.286 G_L1: 4.319 D_real: 0.000 D_fake: 0.298 +(epoch: 60, iters: 48556, time: 0.295, data: 0.020) G_GAN: 2.384 G_L1: 4.468 D_real: 0.000 D_fake: 0.030 +(epoch: 60, iters: 48656, time: 0.403, data: 0.020) G_GAN: 5.607 G_L1: 6.418 D_real: 0.000 D_fake: 0.371 +(epoch: 60, iters: 48756, time: 0.299, data: 0.020) G_GAN: 3.019 G_L1: 4.469 D_real: 0.000 D_fake: 0.053 +(epoch: 60, iters: 48856, time: 0.285, data: 0.017) G_GAN: 4.556 G_L1: 5.477 D_real: 0.000 D_fake: 0.033 +(epoch: 60, iters: 48956, time: 0.304, data: 0.017) G_GAN: 4.584 G_L1: 4.206 D_real: 0.000 D_fake: 0.022 +(epoch: 60, iters: 49056, time: 0.577, data: 0.019) G_GAN: 4.337 G_L1: 4.399 D_real: 0.000 D_fake: 0.240 +(epoch: 60, iters: 49156, time: 0.294, data: 0.019) G_GAN: 3.570 G_L1: 4.869 D_real: 0.000 D_fake: 0.121 +(epoch: 60, iters: 49256, time: 0.296, data: 0.017) G_GAN: 3.691 G_L1: 4.137 D_real: 0.000 D_fake: 0.148 +(epoch: 60, iters: 49356, time: 0.298, data: 0.020) G_GAN: 3.441 G_L1: 6.022 D_real: 0.000 D_fake: 0.486 +(epoch: 60, iters: 49456, time: 0.417, data: 0.018) G_GAN: 4.736 G_L1: 4.592 D_real: 0.000 D_fake: 0.056 +(epoch: 60, iters: 49556, time: 0.295, data: 0.017) G_GAN: 4.762 G_L1: 5.621 D_real: 0.000 D_fake: 0.062 +(epoch: 60, iters: 49656, time: 0.300, data: 0.035) G_GAN: 1.828 G_L1: 4.884 D_real: 0.000 D_fake: 0.067 +(epoch: 60, iters: 49756, time: 0.303, data: 0.020) G_GAN: 4.224 G_L1: 4.127 D_real: 0.000 D_fake: 0.320 +(epoch: 60, iters: 49856, time: 0.390, data: 0.019) G_GAN: 4.212 G_L1: 5.986 D_real: 0.008 D_fake: 0.147 +(epoch: 60, iters: 49956, time: 0.303, data: 0.018) G_GAN: 3.167 G_L1: 3.740 D_real: 0.001 D_fake: 0.092 +(epoch: 60, iters: 50056, time: 0.305, data: 0.018) G_GAN: 3.830 G_L1: 3.200 D_real: 0.000 D_fake: 0.241 +(epoch: 60, iters: 50156, time: 0.293, data: 0.019) G_GAN: 2.596 G_L1: 4.111 D_real: 0.000 D_fake: 0.210 +(epoch: 60, iters: 50256, time: 0.389, data: 0.017) G_GAN: 3.775 G_L1: 4.363 D_real: 0.000 D_fake: 0.258 +(epoch: 60, iters: 50356, time: 0.301, data: 0.019) G_GAN: 4.081 G_L1: 5.437 D_real: 0.000 D_fake: 0.115 +(epoch: 60, iters: 50456, time: 0.303, data: 0.019) G_GAN: 3.294 G_L1: 4.619 D_real: 0.040 D_fake: 0.266 +(epoch: 60, iters: 50556, time: 0.295, data: 0.023) G_GAN: 4.058 G_L1: 10.641 D_real: 0.011 D_fake: 0.021 +(epoch: 60, iters: 50656, time: 0.415, data: 0.026) G_GAN: 4.932 G_L1: 6.820 D_real: 0.001 D_fake: 0.021 +(epoch: 60, iters: 50756, time: 0.304, data: 0.019) G_GAN: 4.590 G_L1: 4.481 D_real: 0.000 D_fake: 0.370 +(epoch: 60, iters: 50856, time: 0.302, data: 0.020) G_GAN: 5.317 G_L1: 5.776 D_real: 0.005 D_fake: 0.254 +(epoch: 60, iters: 50956, time: 0.302, data: 0.019) G_GAN: 4.673 G_L1: 8.384 D_real: 0.007 D_fake: 0.242 +(epoch: 60, iters: 51056, time: 0.588, data: 0.019) G_GAN: 3.299 G_L1: 4.355 D_real: 0.000 D_fake: 0.754 +(epoch: 60, iters: 51156, time: 0.299, data: 0.021) G_GAN: 4.448 G_L1: 4.180 D_real: 0.000 D_fake: 0.077 +(epoch: 60, iters: 51256, time: 0.291, data: 0.019) G_GAN: 2.337 G_L1: 4.552 D_real: 0.005 D_fake: 0.226 +(epoch: 60, iters: 51356, time: 0.291, data: 0.017) G_GAN: 3.076 G_L1: 4.391 D_real: 0.001 D_fake: 0.424 +(epoch: 60, iters: 51456, time: 0.409, data: 0.018) G_GAN: 3.341 G_L1: 3.872 D_real: 0.000 D_fake: 0.102 +(epoch: 60, iters: 51556, time: 0.292, data: 0.018) G_GAN: 5.023 G_L1: 5.527 D_real: 0.002 D_fake: 0.052 +(epoch: 60, iters: 51656, time: 0.295, data: 0.018) G_GAN: 2.747 G_L1: 3.796 D_real: 0.000 D_fake: 0.277 +(epoch: 60, iters: 51756, time: 0.301, data: 0.019) G_GAN: 4.979 G_L1: 5.721 D_real: 0.000 D_fake: 0.533 +(epoch: 60, iters: 51856, time: 0.419, data: 0.019) G_GAN: 3.493 G_L1: 6.800 D_real: 0.058 D_fake: 0.190 +(epoch: 60, iters: 51956, time: 0.302, data: 0.018) G_GAN: 4.300 G_L1: 5.550 D_real: 0.000 D_fake: 0.154 +(epoch: 60, iters: 52056, time: 0.303, data: 0.018) G_GAN: 4.036 G_L1: 4.856 D_real: 0.000 D_fake: 0.419 +(epoch: 60, iters: 52156, time: 0.301, data: 0.019) G_GAN: 3.252 G_L1: 4.630 D_real: 0.000 D_fake: 0.184 +(epoch: 60, iters: 52256, time: 0.381, data: 0.021) G_GAN: 2.798 G_L1: 5.792 D_real: 0.001 D_fake: 0.355 +(epoch: 60, iters: 52356, time: 0.290, data: 0.017) G_GAN: 3.901 G_L1: 5.695 D_real: 0.320 D_fake: 0.056 +(epoch: 60, iters: 52456, time: 0.299, data: 0.018) G_GAN: 2.587 G_L1: 3.447 D_real: 0.002 D_fake: 0.262 +(epoch: 60, iters: 52556, time: 0.304, data: 0.019) G_GAN: 3.028 G_L1: 4.448 D_real: 0.007 D_fake: 0.193 +(epoch: 60, iters: 52656, time: 0.382, data: 0.019) G_GAN: 2.389 G_L1: 4.227 D_real: 0.000 D_fake: 0.172 +(epoch: 60, iters: 52756, time: 0.303, data: 0.018) G_GAN: 2.999 G_L1: 6.558 D_real: 0.003 D_fake: 0.104 +(epoch: 60, iters: 52856, time: 0.300, data: 0.019) G_GAN: 5.370 G_L1: 4.924 D_real: 0.000 D_fake: 0.028 +(epoch: 60, iters: 52956, time: 0.302, data: 0.020) G_GAN: 4.190 G_L1: 4.216 D_real: 0.001 D_fake: 0.073 +(epoch: 60, iters: 53056, time: 0.597, data: 0.020) G_GAN: 3.537 G_L1: 4.938 D_real: 0.000 D_fake: 0.216 +(epoch: 60, iters: 53156, time: 0.296, data: 0.018) G_GAN: 2.000 G_L1: 3.563 D_real: 0.001 D_fake: 0.175 +(epoch: 60, iters: 53256, time: 0.302, data: 0.028) G_GAN: 3.038 G_L1: 4.753 D_real: 0.001 D_fake: 0.364 +(epoch: 60, iters: 53356, time: 0.295, data: 0.019) G_GAN: 2.279 G_L1: 4.062 D_real: 0.000 D_fake: 0.155 +(epoch: 60, iters: 53456, time: 0.411, data: 0.017) G_GAN: 3.257 G_L1: 4.260 D_real: 0.000 D_fake: 0.147 +(epoch: 60, iters: 53556, time: 0.303, data: 0.018) G_GAN: 3.492 G_L1: 6.719 D_real: 0.654 D_fake: 0.097 +(epoch: 60, iters: 53656, time: 0.299, data: 0.019) G_GAN: 3.815 G_L1: 6.763 D_real: 0.015 D_fake: 0.168 +(epoch: 60, iters: 53756, time: 0.305, data: 0.019) G_GAN: 3.139 G_L1: 4.035 D_real: 0.004 D_fake: 0.207 +(epoch: 60, iters: 53856, time: 0.397, data: 0.021) G_GAN: 4.570 G_L1: 5.312 D_real: 0.073 D_fake: 1.571 +(epoch: 60, iters: 53956, time: 0.295, data: 0.016) G_GAN: 2.745 G_L1: 4.922 D_real: 0.003 D_fake: 0.421 +(epoch: 60, iters: 54056, time: 0.300, data: 0.022) G_GAN: 5.152 G_L1: 5.508 D_real: 0.009 D_fake: 0.046 +(epoch: 60, iters: 54156, time: 0.292, data: 0.020) G_GAN: 3.737 G_L1: 4.324 D_real: 0.000 D_fake: 0.094 +(epoch: 60, iters: 54256, time: 0.386, data: 0.018) G_GAN: 3.789 G_L1: 4.357 D_real: 0.001 D_fake: 0.150 +(epoch: 60, iters: 54356, time: 0.300, data: 0.018) G_GAN: 1.352 G_L1: 3.507 D_real: 0.001 D_fake: 0.741 +(epoch: 60, iters: 54456, time: 0.303, data: 0.017) G_GAN: 2.527 G_L1: 3.386 D_real: 0.025 D_fake: 0.199 +(epoch: 60, iters: 54556, time: 0.289, data: 0.019) G_GAN: 2.974 G_L1: 5.419 D_real: 0.002 D_fake: 0.108 +(epoch: 60, iters: 54656, time: 0.418, data: 0.018) G_GAN: 2.928 G_L1: 5.555 D_real: 0.012 D_fake: 0.308 +(epoch: 60, iters: 54756, time: 0.302, data: 0.018) G_GAN: 3.905 G_L1: 4.433 D_real: 0.002 D_fake: 0.137 +(epoch: 60, iters: 54856, time: 0.294, data: 0.018) G_GAN: 3.736 G_L1: 4.127 D_real: 0.001 D_fake: 0.102 +(epoch: 60, iters: 54956, time: 0.297, data: 0.018) G_GAN: 2.468 G_L1: 5.536 D_real: 0.007 D_fake: 0.445 +(epoch: 60, iters: 55056, time: 0.608, data: 0.018) G_GAN: 3.719 G_L1: 5.979 D_real: 0.001 D_fake: 0.201 +(epoch: 60, iters: 55156, time: 0.303, data: 0.021) G_GAN: 3.598 G_L1: 6.057 D_real: 0.003 D_fake: 0.153 +(epoch: 60, iters: 55256, time: 0.300, data: 0.018) G_GAN: 2.613 G_L1: 3.751 D_real: 0.005 D_fake: 0.275 +(epoch: 60, iters: 55356, time: 0.303, data: 0.020) G_GAN: 2.560 G_L1: 10.295 D_real: 0.000 D_fake: 0.314 +(epoch: 60, iters: 55456, time: 0.385, data: 0.020) G_GAN: 2.198 G_L1: 3.675 D_real: 0.000 D_fake: 0.084 +(epoch: 60, iters: 55556, time: 0.306, data: 0.018) G_GAN: 2.102 G_L1: 4.515 D_real: 0.000 D_fake: 0.919 +(epoch: 60, iters: 55656, time: 0.284, data: 0.019) G_GAN: 3.964 G_L1: 4.627 D_real: 0.000 D_fake: 0.027 +(epoch: 60, iters: 55756, time: 0.303, data: 0.017) G_GAN: 3.900 G_L1: 7.909 D_real: 0.004 D_fake: 0.201 +(epoch: 60, iters: 55856, time: 0.389, data: 0.020) G_GAN: 2.093 G_L1: 4.104 D_real: 0.001 D_fake: 0.197 +(epoch: 60, iters: 55956, time: 0.300, data: 0.019) G_GAN: 2.844 G_L1: 3.828 D_real: 0.000 D_fake: 0.149 +(epoch: 60, iters: 56056, time: 0.294, data: 0.020) G_GAN: 2.915 G_L1: 3.695 D_real: 0.001 D_fake: 0.812 +(epoch: 60, iters: 56156, time: 0.308, data: 0.018) G_GAN: 4.042 G_L1: 6.647 D_real: 0.000 D_fake: 0.466 +(epoch: 60, iters: 56256, time: 0.411, data: 0.020) G_GAN: 2.132 G_L1: 5.259 D_real: 0.000 D_fake: 0.649 +(epoch: 60, iters: 56356, time: 0.289, data: 0.020) G_GAN: 4.453 G_L1: 5.164 D_real: 0.221 D_fake: 0.310 +(epoch: 60, iters: 56456, time: 0.303, data: 0.017) G_GAN: 2.941 G_L1: 4.247 D_real: 0.001 D_fake: 0.052 +(epoch: 60, iters: 56556, time: 0.303, data: 0.019) G_GAN: 2.332 G_L1: 5.203 D_real: 0.004 D_fake: 0.300 +(epoch: 60, iters: 56656, time: 0.426, data: 0.019) G_GAN: 3.517 G_L1: 5.317 D_real: 0.005 D_fake: 0.075 +(epoch: 60, iters: 56756, time: 0.299, data: 0.019) G_GAN: 3.514 G_L1: 5.473 D_real: 0.001 D_fake: 0.498 +(epoch: 60, iters: 56856, time: 0.292, data: 0.019) G_GAN: 2.774 G_L1: 5.801 D_real: 0.000 D_fake: 0.299 +(epoch: 60, iters: 56956, time: 0.302, data: 0.018) G_GAN: 3.973 G_L1: 8.974 D_real: 0.000 D_fake: 0.247 +(epoch: 60, iters: 57056, time: 0.614, data: 0.018) G_GAN: 3.309 G_L1: 3.471 D_real: 0.003 D_fake: 0.092 +(epoch: 60, iters: 57156, time: 0.303, data: 0.018) G_GAN: 2.584 G_L1: 4.474 D_real: 0.001 D_fake: 0.252 +(epoch: 60, iters: 57256, time: 0.302, data: 0.018) G_GAN: 3.494 G_L1: 7.505 D_real: 0.059 D_fake: 0.370 +(epoch: 60, iters: 57356, time: 0.296, data: 0.018) G_GAN: 2.219 G_L1: 3.648 D_real: 0.001 D_fake: 0.289 +(epoch: 60, iters: 57456, time: 0.411, data: 0.019) G_GAN: 2.289 G_L1: 3.716 D_real: 0.005 D_fake: 0.194 +(epoch: 60, iters: 57556, time: 0.279, data: 0.015) G_GAN: 3.576 G_L1: 5.771 D_real: 0.003 D_fake: 0.050 +(epoch: 60, iters: 57656, time: 0.289, data: 0.017) G_GAN: 2.684 G_L1: 5.396 D_real: 0.000 D_fake: 0.402 +(epoch: 60, iters: 57756, time: 0.303, data: 0.018) G_GAN: 4.964 G_L1: 5.499 D_real: 0.059 D_fake: 0.176 +(epoch: 60, iters: 57856, time: 0.414, data: 0.019) G_GAN: 3.701 G_L1: 6.078 D_real: 0.001 D_fake: 0.107 +(epoch: 60, iters: 57956, time: 0.294, data: 0.017) G_GAN: 3.071 G_L1: 4.776 D_real: 0.001 D_fake: 0.193 +(epoch: 60, iters: 58056, time: 0.297, data: 0.019) G_GAN: 2.256 G_L1: 4.881 D_real: 0.000 D_fake: 0.320 +(epoch: 60, iters: 58156, time: 0.293, data: 0.019) G_GAN: 2.769 G_L1: 4.084 D_real: 0.000 D_fake: 0.682 +(epoch: 60, iters: 58256, time: 0.420, data: 0.018) G_GAN: 1.397 G_L1: 4.692 D_real: 0.011 D_fake: 0.535 +(epoch: 60, iters: 58356, time: 0.285, data: 0.018) G_GAN: 1.733 G_L1: 4.111 D_real: 0.002 D_fake: 0.331 +(epoch: 60, iters: 58456, time: 0.294, data: 0.017) G_GAN: 2.544 G_L1: 8.346 D_real: 0.476 D_fake: 0.280 +(epoch: 60, iters: 58556, time: 0.298, data: 0.019) G_GAN: 3.594 G_L1: 4.982 D_real: 0.000 D_fake: 0.168 +(epoch: 60, iters: 58656, time: 0.398, data: 0.017) G_GAN: 2.919 G_L1: 5.538 D_real: 0.001 D_fake: 0.298 +(epoch: 60, iters: 58756, time: 0.301, data: 0.019) G_GAN: 2.230 G_L1: 5.114 D_real: 0.000 D_fake: 0.275 +(epoch: 60, iters: 58856, time: 0.286, data: 0.020) G_GAN: 2.826 G_L1: 4.729 D_real: 0.000 D_fake: 0.232 +(epoch: 60, iters: 58956, time: 0.304, data: 0.019) G_GAN: 2.536 G_L1: 5.949 D_real: 0.000 D_fake: 0.657 +(epoch: 60, iters: 59056, time: 0.586, data: 0.019) G_GAN: 4.127 G_L1: 6.582 D_real: 0.005 D_fake: 0.211 +(epoch: 60, iters: 59156, time: 0.297, data: 0.020) G_GAN: 3.371 G_L1: 6.231 D_real: 0.006 D_fake: 0.443 +(epoch: 60, iters: 59256, time: 0.293, data: 0.023) G_GAN: 2.921 G_L1: 5.035 D_real: 0.000 D_fake: 0.266 +(epoch: 60, iters: 59356, time: 0.286, data: 0.018) G_GAN: 4.224 G_L1: 7.746 D_real: 0.001 D_fake: 0.235 +(epoch: 60, iters: 59456, time: 0.411, data: 0.017) G_GAN: 3.333 G_L1: 6.198 D_real: 0.000 D_fake: 0.201 +(epoch: 60, iters: 59556, time: 0.295, data: 0.018) G_GAN: 3.472 G_L1: 4.808 D_real: 0.000 D_fake: 0.110 +(epoch: 60, iters: 59656, time: 0.292, data: 0.019) G_GAN: 2.319 G_L1: 3.987 D_real: 0.000 D_fake: 0.357 +(epoch: 60, iters: 59756, time: 0.273, data: 0.018) G_GAN: 2.140 G_L1: 4.365 D_real: 0.000 D_fake: 0.464 +(epoch: 60, iters: 59856, time: 0.427, data: 0.016) G_GAN: 5.640 G_L1: 5.707 D_real: 0.005 D_fake: 0.012 +(epoch: 60, iters: 59956, time: 0.298, data: 0.019) G_GAN: 2.544 G_L1: 3.903 D_real: 0.000 D_fake: 0.414 +(epoch: 61, iters: 40, time: 0.299, data: 0.018) G_GAN: 2.255 G_L1: 4.509 D_real: 0.001 D_fake: 0.103 +(epoch: 61, iters: 140, time: 0.297, data: 0.019) G_GAN: 2.774 G_L1: 4.818 D_real: 0.000 D_fake: 0.143 +(epoch: 61, iters: 240, time: 0.535, data: 0.018) G_GAN: 3.516 G_L1: 5.329 D_real: 0.000 D_fake: 0.237 +(epoch: 61, iters: 340, time: 0.284, data: 0.019) G_GAN: 3.559 G_L1: 4.445 D_real: 0.000 D_fake: 0.133 +(epoch: 61, iters: 440, time: 0.286, data: 0.018) G_GAN: 3.576 G_L1: 5.022 D_real: 0.196 D_fake: 0.534 +(epoch: 61, iters: 540, time: 0.265, data: 0.021) G_GAN: 4.431 G_L1: 4.367 D_real: 0.001 D_fake: 0.034 +(epoch: 61, iters: 640, time: 0.407, data: 0.017) G_GAN: 3.125 G_L1: 5.675 D_real: 0.000 D_fake: 0.171 +(epoch: 61, iters: 740, time: 0.310, data: 0.019) G_GAN: 3.171 G_L1: 4.558 D_real: 0.000 D_fake: 0.304 +(epoch: 61, iters: 840, time: 0.300, data: 0.020) G_GAN: 4.326 G_L1: 6.539 D_real: 0.000 D_fake: 0.306 +(epoch: 61, iters: 940, time: 0.302, data: 0.020) G_GAN: 2.523 G_L1: 6.602 D_real: 0.566 D_fake: 0.142 +(epoch: 61, iters: 1040, time: 0.632, data: 0.021) G_GAN: 2.636 G_L1: 4.487 D_real: 0.002 D_fake: 0.297 +(epoch: 61, iters: 1140, time: 0.303, data: 0.019) G_GAN: 2.382 G_L1: 4.396 D_real: 0.001 D_fake: 0.588 +(epoch: 61, iters: 1240, time: 0.295, data: 0.020) G_GAN: 5.163 G_L1: 4.385 D_real: 0.000 D_fake: 0.045 +(epoch: 61, iters: 1340, time: 0.301, data: 0.020) G_GAN: 3.472 G_L1: 4.434 D_real: 0.059 D_fake: 0.113 +(epoch: 61, iters: 1440, time: 0.421, data: 0.019) G_GAN: 3.306 G_L1: 5.881 D_real: 0.044 D_fake: 0.194 +(epoch: 61, iters: 1540, time: 0.297, data: 0.020) G_GAN: 5.612 G_L1: 8.479 D_real: 0.004 D_fake: 0.034 +(epoch: 61, iters: 1640, time: 0.297, data: 0.020) G_GAN: 4.466 G_L1: 3.887 D_real: 0.005 D_fake: 0.031 +(epoch: 61, iters: 1740, time: 0.295, data: 0.020) G_GAN: 5.293 G_L1: 7.560 D_real: 0.003 D_fake: 0.044 +(epoch: 61, iters: 1840, time: 0.426, data: 0.020) G_GAN: 6.073 G_L1: 6.879 D_real: 0.002 D_fake: 0.046 +(epoch: 61, iters: 1940, time: 0.288, data: 0.020) G_GAN: 5.247 G_L1: 9.298 D_real: 0.206 D_fake: 0.057 +(epoch: 61, iters: 2040, time: 0.297, data: 0.019) G_GAN: 3.281 G_L1: 6.899 D_real: 0.000 D_fake: 0.438 +(epoch: 61, iters: 2140, time: 0.303, data: 0.019) G_GAN: 4.073 G_L1: 5.531 D_real: 0.002 D_fake: 0.120 +(epoch: 61, iters: 2240, time: 0.412, data: 0.020) G_GAN: 4.197 G_L1: 4.755 D_real: 0.000 D_fake: 0.367 +(epoch: 61, iters: 2340, time: 0.302, data: 0.020) G_GAN: 5.005 G_L1: 5.451 D_real: 0.004 D_fake: 0.078 +(epoch: 61, iters: 2440, time: 0.299, data: 0.020) G_GAN: 4.058 G_L1: 5.429 D_real: 0.000 D_fake: 0.198 +(epoch: 61, iters: 2540, time: 0.297, data: 0.020) G_GAN: 3.598 G_L1: 5.800 D_real: 0.000 D_fake: 0.112 +(epoch: 61, iters: 2640, time: 0.376, data: 0.019) G_GAN: 4.267 G_L1: 8.914 D_real: 0.000 D_fake: 0.099 +(epoch: 61, iters: 2740, time: 0.304, data: 0.018) G_GAN: 3.065 G_L1: 4.210 D_real: 0.000 D_fake: 0.161 +(epoch: 61, iters: 2840, time: 0.301, data: 0.020) G_GAN: 4.139 G_L1: 3.949 D_real: 0.000 D_fake: 0.163 +(epoch: 61, iters: 2940, time: 0.302, data: 0.020) G_GAN: 3.083 G_L1: 3.669 D_real: 0.000 D_fake: 0.123 +(epoch: 61, iters: 3040, time: 0.579, data: 0.020) G_GAN: 3.731 G_L1: 3.647 D_real: 0.000 D_fake: 0.496 +(epoch: 61, iters: 3140, time: 0.304, data: 0.018) G_GAN: 3.894 G_L1: 4.879 D_real: 0.000 D_fake: 0.040 +(epoch: 61, iters: 3240, time: 0.280, data: 0.020) G_GAN: 3.170 G_L1: 5.228 D_real: 0.000 D_fake: 0.211 +(epoch: 61, iters: 3340, time: 0.295, data: 0.017) G_GAN: 2.453 G_L1: 5.019 D_real: 0.000 D_fake: 0.454 +(epoch: 61, iters: 3440, time: 0.417, data: 0.019) G_GAN: 1.357 G_L1: 3.725 D_real: 0.000 D_fake: 0.277 +(epoch: 61, iters: 3540, time: 0.295, data: 0.019) G_GAN: 2.988 G_L1: 5.675 D_real: 0.000 D_fake: 0.144 +(epoch: 61, iters: 3640, time: 0.303, data: 0.022) G_GAN: 4.059 G_L1: 4.015 D_real: 0.000 D_fake: 0.176 +(epoch: 61, iters: 3740, time: 0.290, data: 0.021) G_GAN: 2.527 G_L1: 3.664 D_real: 0.000 D_fake: 0.387 +(epoch: 61, iters: 3840, time: 0.400, data: 0.019) G_GAN: 2.895 G_L1: 4.403 D_real: 0.000 D_fake: 0.063 +(epoch: 61, iters: 3940, time: 0.301, data: 0.016) G_GAN: 2.399 G_L1: 4.691 D_real: 0.019 D_fake: 0.123 +(epoch: 61, iters: 4040, time: 0.304, data: 0.023) G_GAN: 2.126 G_L1: 3.819 D_real: 0.001 D_fake: 0.335 +(epoch: 61, iters: 4140, time: 0.301, data: 0.021) G_GAN: 1.624 G_L1: 4.387 D_real: 0.000 D_fake: 0.483 +(epoch: 61, iters: 4240, time: 0.416, data: 0.019) G_GAN: 2.580 G_L1: 4.906 D_real: 0.000 D_fake: 0.352 +(epoch: 61, iters: 4340, time: 0.296, data: 0.019) G_GAN: 1.621 G_L1: 4.157 D_real: 0.000 D_fake: 0.680 +(epoch: 61, iters: 4440, time: 0.303, data: 0.019) G_GAN: 2.592 G_L1: 4.529 D_real: 0.000 D_fake: 0.222 +(epoch: 61, iters: 4540, time: 0.307, data: 0.020) G_GAN: 3.145 G_L1: 4.143 D_real: 0.000 D_fake: 0.136 +(epoch: 61, iters: 4640, time: 0.396, data: 0.020) G_GAN: 1.684 G_L1: 4.379 D_real: 0.001 D_fake: 0.218 +(epoch: 61, iters: 4740, time: 0.304, data: 0.019) G_GAN: 2.263 G_L1: 4.507 D_real: 0.000 D_fake: 0.574 +(epoch: 61, iters: 4840, time: 0.282, data: 0.020) G_GAN: 1.269 G_L1: 3.821 D_real: 0.000 D_fake: 0.246 +(epoch: 61, iters: 4940, time: 0.292, data: 0.019) G_GAN: 1.480 G_L1: 3.917 D_real: 0.000 D_fake: 0.570 +(epoch: 61, iters: 5040, time: 0.602, data: 0.017) G_GAN: 2.599 G_L1: 3.880 D_real: 0.000 D_fake: 0.170 +(epoch: 61, iters: 5140, time: 0.304, data: 0.020) G_GAN: 1.779 G_L1: 4.277 D_real: 0.000 D_fake: 0.380 +(epoch: 61, iters: 5240, time: 0.303, data: 0.019) G_GAN: 2.228 G_L1: 4.281 D_real: 0.000 D_fake: 0.352 +(epoch: 61, iters: 5340, time: 0.297, data: 0.019) G_GAN: 5.215 G_L1: 6.256 D_real: 0.003 D_fake: 0.057 +(epoch: 61, iters: 5440, time: 0.411, data: 0.022) G_GAN: 2.639 G_L1: 5.834 D_real: 0.002 D_fake: 0.212 +(epoch: 61, iters: 5540, time: 0.298, data: 0.021) G_GAN: 1.788 G_L1: 3.683 D_real: 0.000 D_fake: 0.610 +(epoch: 61, iters: 5640, time: 0.308, data: 0.018) G_GAN: 2.596 G_L1: 4.868 D_real: 0.001 D_fake: 0.225 +(epoch: 61, iters: 5740, time: 0.308, data: 0.019) G_GAN: 1.837 G_L1: 6.619 D_real: 0.000 D_fake: 0.327 +(epoch: 61, iters: 5840, time: 0.419, data: 0.019) G_GAN: 1.277 G_L1: 4.591 D_real: 0.000 D_fake: 0.377 +(epoch: 61, iters: 5940, time: 0.290, data: 0.019) G_GAN: 1.880 G_L1: 3.913 D_real: 0.000 D_fake: 0.329 +(epoch: 61, iters: 6040, time: 0.303, data: 0.017) G_GAN: 1.629 G_L1: 3.898 D_real: 0.005 D_fake: 0.496 +(epoch: 61, iters: 6140, time: 0.296, data: 0.019) G_GAN: 1.653 G_L1: 3.962 D_real: 0.000 D_fake: 0.475 +(epoch: 61, iters: 6240, time: 0.404, data: 0.018) G_GAN: 2.807 G_L1: 4.778 D_real: 0.021 D_fake: 0.243 +(epoch: 61, iters: 6340, time: 0.306, data: 0.016) G_GAN: 2.186 G_L1: 4.691 D_real: 0.002 D_fake: 0.540 +(epoch: 61, iters: 6440, time: 0.303, data: 0.019) G_GAN: 2.766 G_L1: 4.455 D_real: 0.005 D_fake: 0.183 +(epoch: 61, iters: 6540, time: 0.298, data: 0.020) G_GAN: 1.037 G_L1: 3.831 D_real: 0.000 D_fake: 1.114 +(epoch: 61, iters: 6640, time: 0.418, data: 0.019) G_GAN: 1.087 G_L1: 4.398 D_real: 0.000 D_fake: 0.354 +(epoch: 61, iters: 6740, time: 0.302, data: 0.019) G_GAN: 2.162 G_L1: 5.162 D_real: 0.000 D_fake: 0.323 +(epoch: 61, iters: 6840, time: 0.303, data: 0.020) G_GAN: 2.302 G_L1: 3.247 D_real: 0.032 D_fake: 0.201 +(epoch: 61, iters: 6940, time: 0.303, data: 0.021) G_GAN: 2.483 G_L1: 4.908 D_real: 0.015 D_fake: 0.278 +(epoch: 61, iters: 7040, time: 0.597, data: 0.021) G_GAN: 1.005 G_L1: 4.512 D_real: 0.000 D_fake: 0.954 +(epoch: 61, iters: 7140, time: 0.304, data: 0.018) G_GAN: 2.594 G_L1: 4.247 D_real: 0.000 D_fake: 0.158 +(epoch: 61, iters: 7240, time: 0.298, data: 0.023) G_GAN: 2.739 G_L1: 5.075 D_real: 0.022 D_fake: 0.138 +(epoch: 61, iters: 7340, time: 0.304, data: 0.019) G_GAN: 2.172 G_L1: 4.202 D_real: 0.005 D_fake: 0.543 +(epoch: 61, iters: 7440, time: 0.422, data: 0.021) G_GAN: 2.740 G_L1: 4.608 D_real: 0.116 D_fake: 0.263 +(epoch: 61, iters: 7540, time: 0.302, data: 0.018) G_GAN: 4.583 G_L1: 5.060 D_real: 0.015 D_fake: 0.152 +(epoch: 61, iters: 7640, time: 0.301, data: 0.018) G_GAN: 3.800 G_L1: 4.861 D_real: 0.002 D_fake: 0.115 +(epoch: 61, iters: 7740, time: 0.294, data: 0.019) G_GAN: 3.112 G_L1: 4.875 D_real: 0.337 D_fake: 0.349 +(epoch: 61, iters: 7840, time: 0.419, data: 0.018) G_GAN: 3.634 G_L1: 6.118 D_real: 0.083 D_fake: 0.116 +(epoch: 61, iters: 7940, time: 0.292, data: 0.018) G_GAN: 5.748 G_L1: 4.599 D_real: 0.285 D_fake: 0.036 +(epoch: 61, iters: 8040, time: 0.299, data: 0.019) G_GAN: 3.429 G_L1: 2.973 D_real: 0.229 D_fake: 0.099 +(epoch: 61, iters: 8140, time: 0.302, data: 0.018) G_GAN: 4.772 G_L1: 3.491 D_real: 0.114 D_fake: 0.166 +(epoch: 61, iters: 8240, time: 0.419, data: 0.027) G_GAN: 3.799 G_L1: 3.091 D_real: 0.043 D_fake: 0.069 +(epoch: 61, iters: 8340, time: 0.311, data: 0.019) G_GAN: 4.879 G_L1: 6.117 D_real: 0.013 D_fake: 0.074 +(epoch: 61, iters: 8440, time: 0.304, data: 0.018) G_GAN: 5.595 G_L1: 6.110 D_real: 0.079 D_fake: 0.010 +(epoch: 61, iters: 8540, time: 0.304, data: 0.018) G_GAN: 7.497 G_L1: 7.209 D_real: 0.030 D_fake: 0.031 +(epoch: 61, iters: 8640, time: 0.413, data: 0.019) G_GAN: 6.710 G_L1: 5.703 D_real: 0.023 D_fake: 0.013 +(epoch: 61, iters: 8740, time: 0.287, data: 0.019) G_GAN: 7.250 G_L1: 9.163 D_real: 0.008 D_fake: 0.062 +(epoch: 61, iters: 8840, time: 0.294, data: 0.018) G_GAN: 3.853 G_L1: 6.601 D_real: 0.001 D_fake: 0.036 +(epoch: 61, iters: 8940, time: 0.299, data: 0.018) G_GAN: 4.733 G_L1: 4.594 D_real: 0.004 D_fake: 0.081 +(epoch: 61, iters: 9040, time: 0.596, data: 0.020) G_GAN: 4.918 G_L1: 6.102 D_real: 0.022 D_fake: 0.063 +(epoch: 61, iters: 9140, time: 0.297, data: 0.019) G_GAN: 4.249 G_L1: 5.651 D_real: 0.000 D_fake: 0.080 +(epoch: 61, iters: 9240, time: 0.303, data: 0.019) G_GAN: 2.953 G_L1: 4.020 D_real: 0.000 D_fake: 0.176 +(epoch: 61, iters: 9340, time: 0.296, data: 0.018) G_GAN: 2.964 G_L1: 3.799 D_real: 0.004 D_fake: 0.089 +(epoch: 61, iters: 9440, time: 0.412, data: 0.019) G_GAN: 3.428 G_L1: 5.725 D_real: 0.000 D_fake: 0.156 +(epoch: 61, iters: 9540, time: 0.300, data: 0.019) G_GAN: 3.063 G_L1: 4.361 D_real: 0.000 D_fake: 0.239 +(epoch: 61, iters: 9640, time: 0.306, data: 0.019) G_GAN: 3.159 G_L1: 5.401 D_real: 0.000 D_fake: 0.088 +(epoch: 61, iters: 9740, time: 0.298, data: 0.019) G_GAN: 2.011 G_L1: 3.815 D_real: 0.000 D_fake: 0.471 +(epoch: 61, iters: 9840, time: 0.427, data: 0.019) G_GAN: 2.431 G_L1: 6.464 D_real: 0.000 D_fake: 0.092 +(epoch: 61, iters: 9940, time: 0.300, data: 0.019) G_GAN: 2.729 G_L1: 3.813 D_real: 0.000 D_fake: 0.383 +(epoch: 61, iters: 10040, time: 0.293, data: 0.019) G_GAN: 4.695 G_L1: 5.383 D_real: 0.000 D_fake: 0.241 +(epoch: 61, iters: 10140, time: 0.294, data: 0.016) G_GAN: 1.761 G_L1: 6.745 D_real: 0.007 D_fake: 0.242 +(epoch: 61, iters: 10240, time: 0.420, data: 0.020) G_GAN: 3.860 G_L1: 4.749 D_real: 0.001 D_fake: 0.094 +(epoch: 61, iters: 10340, time: 0.307, data: 0.019) G_GAN: 4.015 G_L1: 7.705 D_real: 0.000 D_fake: 0.258 +(epoch: 61, iters: 10440, time: 0.293, data: 0.020) G_GAN: 3.364 G_L1: 6.586 D_real: 0.000 D_fake: 0.191 +(epoch: 61, iters: 10540, time: 0.294, data: 0.018) G_GAN: 2.916 G_L1: 4.110 D_real: 0.000 D_fake: 0.136 +(epoch: 61, iters: 10640, time: 0.389, data: 0.019) G_GAN: 3.350 G_L1: 3.656 D_real: 0.000 D_fake: 0.067 +(epoch: 61, iters: 10740, time: 0.293, data: 0.018) G_GAN: 3.171 G_L1: 5.472 D_real: 0.000 D_fake: 0.266 +(epoch: 61, iters: 10840, time: 0.302, data: 0.019) G_GAN: 3.128 G_L1: 5.343 D_real: 0.000 D_fake: 0.170 +(epoch: 61, iters: 10940, time: 0.289, data: 0.019) G_GAN: 4.956 G_L1: 5.594 D_real: 0.001 D_fake: 0.052 +(epoch: 61, iters: 11040, time: 0.583, data: 0.021) G_GAN: 2.761 G_L1: 6.962 D_real: 0.002 D_fake: 0.612 +(epoch: 61, iters: 11140, time: 0.307, data: 0.020) G_GAN: 3.426 G_L1: 9.027 D_real: 0.018 D_fake: 0.286 +(epoch: 61, iters: 11240, time: 0.307, data: 0.019) G_GAN: 5.585 G_L1: 7.994 D_real: 0.147 D_fake: 0.186 +(epoch: 61, iters: 11340, time: 0.290, data: 0.019) G_GAN: 3.360 G_L1: 6.494 D_real: 0.024 D_fake: 0.144 +(epoch: 61, iters: 11440, time: 0.416, data: 0.020) G_GAN: 1.944 G_L1: 4.622 D_real: 0.947 D_fake: 0.143 +(epoch: 61, iters: 11540, time: 0.309, data: 0.021) G_GAN: 2.558 G_L1: 4.634 D_real: 0.000 D_fake: 0.428 +(epoch: 61, iters: 11640, time: 0.299, data: 0.018) G_GAN: 2.269 G_L1: 4.133 D_real: 0.015 D_fake: 0.253 +(epoch: 61, iters: 11740, time: 0.291, data: 0.020) G_GAN: 4.087 G_L1: 4.835 D_real: 0.012 D_fake: 0.059 +(epoch: 61, iters: 11840, time: 0.416, data: 0.020) G_GAN: 2.322 G_L1: 4.379 D_real: 0.000 D_fake: 0.429 +(epoch: 61, iters: 11940, time: 0.298, data: 0.018) G_GAN: 2.918 G_L1: 3.222 D_real: 0.000 D_fake: 0.586 +(epoch: 61, iters: 12040, time: 0.304, data: 0.019) G_GAN: 3.886 G_L1: 5.090 D_real: 0.011 D_fake: 0.068 +(epoch: 61, iters: 12140, time: 0.297, data: 0.019) G_GAN: 2.937 G_L1: 5.117 D_real: 0.011 D_fake: 0.108 +(epoch: 61, iters: 12240, time: 0.425, data: 0.019) G_GAN: 4.409 G_L1: 7.635 D_real: 0.000 D_fake: 0.024 +(epoch: 61, iters: 12340, time: 0.298, data: 0.017) G_GAN: 4.643 G_L1: 6.172 D_real: 0.001 D_fake: 0.305 +(epoch: 61, iters: 12440, time: 0.279, data: 0.020) G_GAN: 2.136 G_L1: 4.784 D_real: 0.001 D_fake: 0.612 +(epoch: 61, iters: 12540, time: 0.292, data: 0.017) G_GAN: 2.257 G_L1: 6.019 D_real: 0.012 D_fake: 0.138 +(epoch: 61, iters: 12640, time: 0.423, data: 0.018) G_GAN: 2.840 G_L1: 5.034 D_real: 0.001 D_fake: 0.170 +(epoch: 61, iters: 12740, time: 0.287, data: 0.019) G_GAN: 3.166 G_L1: 4.464 D_real: 0.000 D_fake: 0.103 +(epoch: 61, iters: 12840, time: 0.291, data: 0.018) G_GAN: 2.335 G_L1: 3.584 D_real: 0.000 D_fake: 0.483 +(epoch: 61, iters: 12940, time: 0.302, data: 0.017) G_GAN: 2.172 G_L1: 3.731 D_real: 0.000 D_fake: 0.130 +(epoch: 61, iters: 13040, time: 0.594, data: 0.019) G_GAN: 2.648 G_L1: 5.970 D_real: 0.004 D_fake: 0.290 +(epoch: 61, iters: 13140, time: 0.300, data: 0.019) G_GAN: 1.628 G_L1: 3.697 D_real: 0.000 D_fake: 0.160 +(epoch: 61, iters: 13240, time: 0.298, data: 0.020) G_GAN: 2.408 G_L1: 4.822 D_real: 0.000 D_fake: 0.339 +(epoch: 61, iters: 13340, time: 0.282, data: 0.021) G_GAN: 2.643 G_L1: 6.953 D_real: 0.015 D_fake: 0.391 +(epoch: 61, iters: 13440, time: 0.430, data: 0.017) G_GAN: 2.722 G_L1: 6.188 D_real: 0.007 D_fake: 0.376 +(epoch: 61, iters: 13540, time: 0.299, data: 0.019) G_GAN: 3.239 G_L1: 5.749 D_real: 0.000 D_fake: 0.127 +(epoch: 61, iters: 13640, time: 0.303, data: 0.018) G_GAN: 1.791 G_L1: 3.558 D_real: 0.005 D_fake: 0.544 +(epoch: 61, iters: 13740, time: 0.294, data: 0.019) G_GAN: 2.455 G_L1: 4.290 D_real: 0.006 D_fake: 0.287 +(epoch: 61, iters: 13840, time: 0.416, data: 0.019) G_GAN: 2.223 G_L1: 4.543 D_real: 0.000 D_fake: 0.332 +(epoch: 61, iters: 13940, time: 0.292, data: 0.017) G_GAN: 5.477 G_L1: 4.732 D_real: 0.003 D_fake: 0.027 +(epoch: 61, iters: 14040, time: 0.302, data: 0.019) G_GAN: 2.972 G_L1: 3.531 D_real: 0.000 D_fake: 0.276 +(epoch: 61, iters: 14140, time: 0.304, data: 0.020) G_GAN: 3.523 G_L1: 5.707 D_real: 0.151 D_fake: 0.619 +(epoch: 61, iters: 14240, time: 0.411, data: 0.019) G_GAN: 4.898 G_L1: 9.926 D_real: 0.284 D_fake: 0.342 +(epoch: 61, iters: 14340, time: 0.298, data: 0.019) G_GAN: 7.324 G_L1: 7.725 D_real: 0.005 D_fake: 1.128 +(epoch: 61, iters: 14440, time: 0.297, data: 0.019) G_GAN: 4.956 G_L1: 3.374 D_real: 0.001 D_fake: 0.029 +(epoch: 61, iters: 14540, time: 0.292, data: 0.020) G_GAN: 8.142 G_L1: 7.970 D_real: 0.006 D_fake: 0.004 +(epoch: 61, iters: 14640, time: 0.430, data: 0.021) G_GAN: 5.654 G_L1: 8.014 D_real: 0.067 D_fake: 0.035 +(epoch: 61, iters: 14740, time: 0.284, data: 0.020) G_GAN: 9.523 G_L1: 7.638 D_real: 0.001 D_fake: 0.049 +(epoch: 61, iters: 14840, time: 0.296, data: 0.018) G_GAN: 4.535 G_L1: 4.381 D_real: 0.005 D_fake: 0.166 +(epoch: 61, iters: 14940, time: 0.300, data: 0.018) G_GAN: 5.290 G_L1: 4.688 D_real: 0.439 D_fake: 0.025 +(epoch: 61, iters: 15040, time: 0.597, data: 0.019) G_GAN: 4.275 G_L1: 4.919 D_real: 0.085 D_fake: 0.050 +(epoch: 61, iters: 15140, time: 0.301, data: 0.018) G_GAN: 5.211 G_L1: 4.588 D_real: 0.396 D_fake: 0.015 +(epoch: 61, iters: 15240, time: 0.296, data: 0.019) G_GAN: 6.906 G_L1: 6.552 D_real: 0.005 D_fake: 0.006 +(epoch: 61, iters: 15340, time: 0.295, data: 0.018) G_GAN: 4.926 G_L1: 4.691 D_real: 0.000 D_fake: 0.050 +(epoch: 61, iters: 15440, time: 0.414, data: 0.018) G_GAN: 3.830 G_L1: 5.221 D_real: 0.001 D_fake: 0.195 +(epoch: 61, iters: 15540, time: 0.301, data: 0.019) G_GAN: 3.446 G_L1: 3.495 D_real: 0.009 D_fake: 0.158 +(epoch: 61, iters: 15640, time: 0.279, data: 0.018) G_GAN: 4.487 G_L1: 4.508 D_real: 0.001 D_fake: 0.079 +(epoch: 61, iters: 15740, time: 0.300, data: 0.016) G_GAN: 6.148 G_L1: 4.954 D_real: 0.042 D_fake: 0.128 +(epoch: 61, iters: 15840, time: 0.416, data: 0.019) G_GAN: 3.940 G_L1: 5.647 D_real: 0.008 D_fake: 0.228 +(epoch: 61, iters: 15940, time: 0.294, data: 0.020) G_GAN: 5.383 G_L1: 4.642 D_real: 0.038 D_fake: 0.151 +(epoch: 61, iters: 16040, time: 0.305, data: 0.018) G_GAN: 4.439 G_L1: 9.216 D_real: 0.001 D_fake: 0.082 +(epoch: 61, iters: 16140, time: 0.298, data: 0.018) G_GAN: 3.702 G_L1: 3.760 D_real: 0.000 D_fake: 0.067 +(epoch: 61, iters: 16240, time: 0.418, data: 0.018) G_GAN: 4.178 G_L1: 6.204 D_real: 0.001 D_fake: 0.111 +(epoch: 61, iters: 16340, time: 0.294, data: 0.018) G_GAN: 4.583 G_L1: 5.801 D_real: 0.000 D_fake: 0.087 +(epoch: 61, iters: 16440, time: 0.301, data: 0.018) G_GAN: 3.394 G_L1: 6.895 D_real: 0.001 D_fake: 0.140 +(epoch: 61, iters: 16540, time: 0.299, data: 0.020) G_GAN: 3.616 G_L1: 5.211 D_real: 0.002 D_fake: 0.106 +(epoch: 61, iters: 16640, time: 0.410, data: 0.018) G_GAN: 3.612 G_L1: 5.832 D_real: 0.000 D_fake: 0.131 +(epoch: 61, iters: 16740, time: 0.307, data: 0.019) G_GAN: 3.387 G_L1: 6.148 D_real: 0.143 D_fake: 0.176 +(epoch: 61, iters: 16840, time: 0.295, data: 0.020) G_GAN: 3.406 G_L1: 4.698 D_real: 0.000 D_fake: 0.080 +(epoch: 61, iters: 16940, time: 0.301, data: 0.019) G_GAN: 3.609 G_L1: 3.512 D_real: 0.003 D_fake: 0.068 +(epoch: 61, iters: 17040, time: 0.620, data: 0.021) G_GAN: 3.316 G_L1: 3.236 D_real: 0.000 D_fake: 0.058 +(epoch: 61, iters: 17140, time: 0.301, data: 0.018) G_GAN: 2.764 G_L1: 4.402 D_real: 0.322 D_fake: 0.133 +(epoch: 61, iters: 17240, time: 0.301, data: 0.023) G_GAN: 4.347 G_L1: 4.045 D_real: 0.003 D_fake: 0.125 +(epoch: 61, iters: 17340, time: 0.303, data: 0.019) G_GAN: 5.835 G_L1: 6.175 D_real: 0.003 D_fake: 0.036 +(epoch: 61, iters: 17440, time: 0.412, data: 0.019) G_GAN: 5.492 G_L1: 3.954 D_real: 0.066 D_fake: 0.014 +(epoch: 61, iters: 17540, time: 0.305, data: 0.022) G_GAN: 2.974 G_L1: 1.998 D_real: 0.348 D_fake: 0.068 +(epoch: 61, iters: 17640, time: 0.285, data: 0.023) G_GAN: 7.705 G_L1: 4.628 D_real: 0.074 D_fake: 0.071 +(epoch: 61, iters: 17740, time: 0.308, data: 0.018) G_GAN: 4.530 G_L1: 4.540 D_real: 0.040 D_fake: 0.115 +(epoch: 61, iters: 17840, time: 0.429, data: 0.020) G_GAN: 4.836 G_L1: 4.293 D_real: 0.044 D_fake: 0.080 +(epoch: 61, iters: 17940, time: 0.293, data: 0.020) G_GAN: 3.212 G_L1: 2.926 D_real: 0.208 D_fake: 0.098 +(epoch: 61, iters: 18040, time: 0.291, data: 0.017) G_GAN: 5.144 G_L1: 4.836 D_real: 0.134 D_fake: 0.040 +(epoch: 61, iters: 18140, time: 0.298, data: 0.018) G_GAN: 6.331 G_L1: 3.874 D_real: 0.001 D_fake: 0.032 +(epoch: 61, iters: 18240, time: 0.416, data: 0.018) G_GAN: 4.174 G_L1: 3.803 D_real: 0.092 D_fake: 0.062 +(epoch: 61, iters: 18340, time: 0.302, data: 0.019) G_GAN: 4.711 G_L1: 3.957 D_real: 0.075 D_fake: 0.032 +(epoch: 61, iters: 18440, time: 0.305, data: 0.018) G_GAN: 6.634 G_L1: 7.163 D_real: 0.047 D_fake: 0.421 +(epoch: 61, iters: 18540, time: 0.303, data: 0.020) G_GAN: 6.041 G_L1: 10.098 D_real: 0.005 D_fake: 0.029 +(epoch: 61, iters: 18640, time: 0.420, data: 0.019) G_GAN: 6.859 G_L1: 3.834 D_real: 0.014 D_fake: 0.116 +(epoch: 61, iters: 18740, time: 0.286, data: 0.019) G_GAN: 5.209 G_L1: 5.134 D_real: 0.025 D_fake: 0.044 +(epoch: 61, iters: 18840, time: 0.305, data: 0.017) G_GAN: 5.410 G_L1: 4.190 D_real: 0.009 D_fake: 0.091 +(epoch: 61, iters: 18940, time: 0.296, data: 0.018) G_GAN: 6.579 G_L1: 4.627 D_real: 0.003 D_fake: 0.007 +(epoch: 61, iters: 19040, time: 0.602, data: 0.020) G_GAN: 2.421 G_L1: 4.665 D_real: 1.384 D_fake: 0.022 +(epoch: 61, iters: 19140, time: 0.296, data: 0.024) G_GAN: 3.875 G_L1: 4.265 D_real: 0.005 D_fake: 0.096 +(epoch: 61, iters: 19240, time: 0.298, data: 0.019) G_GAN: 5.782 G_L1: 4.878 D_real: 0.484 D_fake: 0.021 +(epoch: 61, iters: 19340, time: 0.290, data: 0.018) G_GAN: 3.074 G_L1: 3.613 D_real: 0.391 D_fake: 0.117 +(epoch: 61, iters: 19440, time: 0.422, data: 0.018) G_GAN: 5.509 G_L1: 6.533 D_real: 0.000 D_fake: 0.014 +(epoch: 61, iters: 19540, time: 0.294, data: 0.017) G_GAN: 3.687 G_L1: 3.916 D_real: 0.205 D_fake: 0.049 +(epoch: 61, iters: 19640, time: 0.286, data: 0.018) G_GAN: 6.809 G_L1: 5.928 D_real: 0.005 D_fake: 0.035 +(epoch: 61, iters: 19740, time: 0.301, data: 0.017) G_GAN: 7.504 G_L1: 3.946 D_real: 0.023 D_fake: 0.031 +(epoch: 61, iters: 19840, time: 0.411, data: 0.020) G_GAN: 5.202 G_L1: 4.757 D_real: 0.048 D_fake: 0.085 +(epoch: 61, iters: 19940, time: 0.296, data: 0.019) G_GAN: 7.981 G_L1: 4.074 D_real: 0.043 D_fake: 0.018 +(epoch: 61, iters: 20040, time: 0.286, data: 0.019) G_GAN: 6.299 G_L1: 5.223 D_real: 0.044 D_fake: 0.140 +(epoch: 61, iters: 20140, time: 0.302, data: 0.017) G_GAN: 5.039 G_L1: 4.167 D_real: 0.186 D_fake: 0.031 +(epoch: 61, iters: 20240, time: 0.406, data: 0.018) G_GAN: 6.891 G_L1: 4.346 D_real: 0.088 D_fake: 0.002 +(epoch: 61, iters: 20340, time: 0.288, data: 0.018) G_GAN: 5.851 G_L1: 7.763 D_real: 0.014 D_fake: 0.012 +(epoch: 61, iters: 20440, time: 0.301, data: 0.017) G_GAN: 4.597 G_L1: 3.006 D_real: 0.003 D_fake: 0.147 +(epoch: 61, iters: 20540, time: 0.296, data: 0.019) G_GAN: 6.569 G_L1: 6.421 D_real: 0.009 D_fake: 0.007 +(epoch: 61, iters: 20640, time: 0.411, data: 0.021) G_GAN: 4.580 G_L1: 3.982 D_real: 0.128 D_fake: 0.022 +(epoch: 61, iters: 20740, time: 0.275, data: 0.018) G_GAN: 5.847 G_L1: 8.903 D_real: 0.004 D_fake: 0.134 +(epoch: 61, iters: 20840, time: 0.293, data: 0.017) G_GAN: 4.674 G_L1: 3.364 D_real: 0.042 D_fake: 0.027 +(epoch: 61, iters: 20940, time: 0.297, data: 0.019) G_GAN: 6.357 G_L1: 5.562 D_real: 0.013 D_fake: 0.009 +(epoch: 61, iters: 21040, time: 0.583, data: 0.023) G_GAN: 7.747 G_L1: 4.851 D_real: 0.021 D_fake: 0.003 +(epoch: 61, iters: 21140, time: 0.289, data: 0.017) G_GAN: 4.835 G_L1: 6.194 D_real: 0.004 D_fake: 0.302 +(epoch: 61, iters: 21240, time: 0.298, data: 0.019) G_GAN: 6.331 G_L1: 3.780 D_real: 0.022 D_fake: 0.019 +(epoch: 61, iters: 21340, time: 0.297, data: 0.018) G_GAN: 8.047 G_L1: 7.496 D_real: 0.249 D_fake: 0.397 +(epoch: 61, iters: 21440, time: 0.411, data: 0.017) G_GAN: 7.064 G_L1: 6.175 D_real: 0.020 D_fake: 0.057 +(epoch: 61, iters: 21540, time: 0.290, data: 0.018) G_GAN: 6.288 G_L1: 4.169 D_real: 0.035 D_fake: 0.008 +(epoch: 61, iters: 21640, time: 0.287, data: 0.021) G_GAN: 5.678 G_L1: 4.709 D_real: 0.012 D_fake: 0.035 +(epoch: 61, iters: 21740, time: 0.298, data: 0.016) G_GAN: 4.375 G_L1: 4.383 D_real: 0.007 D_fake: 0.372 +(epoch: 61, iters: 21840, time: 0.406, data: 0.018) G_GAN: 5.794 G_L1: 5.637 D_real: 0.001 D_fake: 0.046 +(epoch: 61, iters: 21940, time: 0.280, data: 0.018) G_GAN: 4.162 G_L1: 3.732 D_real: 0.016 D_fake: 0.068 +(epoch: 61, iters: 22040, time: 0.295, data: 0.016) G_GAN: 4.957 G_L1: 5.487 D_real: 0.035 D_fake: 0.018 +(epoch: 61, iters: 22140, time: 0.302, data: 0.018) G_GAN: 4.894 G_L1: 3.632 D_real: 0.006 D_fake: 0.231 +(epoch: 61, iters: 22240, time: 0.427, data: 0.018) G_GAN: 6.415 G_L1: 6.116 D_real: 0.031 D_fake: 0.008 +(epoch: 61, iters: 22340, time: 0.296, data: 0.018) G_GAN: 5.866 G_L1: 4.377 D_real: 0.019 D_fake: 0.016 +(epoch: 61, iters: 22440, time: 0.300, data: 0.019) G_GAN: 3.861 G_L1: 2.587 D_real: 0.099 D_fake: 0.078 +(epoch: 61, iters: 22540, time: 0.294, data: 0.020) G_GAN: 8.124 G_L1: 6.503 D_real: 0.006 D_fake: 0.011 +(epoch: 61, iters: 22640, time: 0.415, data: 0.018) G_GAN: 4.340 G_L1: 4.203 D_real: 0.001 D_fake: 0.156 +(epoch: 61, iters: 22740, time: 0.286, data: 0.018) G_GAN: 4.186 G_L1: 2.978 D_real: 0.061 D_fake: 0.128 +(epoch: 61, iters: 22840, time: 0.279, data: 0.018) G_GAN: 6.772 G_L1: 4.369 D_real: 0.020 D_fake: 0.023 +(epoch: 61, iters: 22940, time: 0.300, data: 0.025) G_GAN: 2.255 G_L1: 3.696 D_real: 1.008 D_fake: 0.087 +(epoch: 61, iters: 23040, time: 0.591, data: 0.018) G_GAN: 4.348 G_L1: 5.172 D_real: 0.004 D_fake: 0.106 +(epoch: 61, iters: 23140, time: 0.298, data: 0.019) G_GAN: 5.082 G_L1: 4.606 D_real: 0.807 D_fake: 0.026 +(epoch: 61, iters: 23240, time: 0.301, data: 0.018) G_GAN: 5.870 G_L1: 5.735 D_real: 0.004 D_fake: 0.038 +(epoch: 61, iters: 23340, time: 0.295, data: 0.019) G_GAN: 5.329 G_L1: 6.231 D_real: 0.000 D_fake: 0.033 +(epoch: 61, iters: 23440, time: 0.402, data: 0.018) G_GAN: 4.562 G_L1: 3.813 D_real: 0.004 D_fake: 0.104 +(epoch: 61, iters: 23540, time: 0.304, data: 0.017) G_GAN: 6.263 G_L1: 6.482 D_real: 0.251 D_fake: 0.003 +(epoch: 61, iters: 23640, time: 0.293, data: 0.020) G_GAN: 6.758 G_L1: 3.091 D_real: 0.005 D_fake: 0.077 +(epoch: 61, iters: 23740, time: 0.283, data: 0.019) G_GAN: 5.918 G_L1: 3.981 D_real: 0.001 D_fake: 0.024 +(epoch: 61, iters: 23840, time: 0.386, data: 0.017) G_GAN: 7.562 G_L1: 5.293 D_real: 0.046 D_fake: 0.003 +(epoch: 61, iters: 23940, time: 0.298, data: 0.016) G_GAN: 4.701 G_L1: 4.394 D_real: 0.004 D_fake: 0.071 +(epoch: 61, iters: 24040, time: 0.299, data: 0.018) G_GAN: 4.135 G_L1: 3.419 D_real: 0.156 D_fake: 0.105 +(epoch: 61, iters: 24140, time: 0.272, data: 0.019) G_GAN: 3.881 G_L1: 3.965 D_real: 0.022 D_fake: 0.101 +(epoch: 61, iters: 24240, time: 0.392, data: 0.015) G_GAN: 3.964 G_L1: 6.322 D_real: 0.001 D_fake: 0.199 +(epoch: 61, iters: 24340, time: 0.291, data: 0.016) G_GAN: 5.709 G_L1: 2.707 D_real: 0.010 D_fake: 0.057 +(epoch: 61, iters: 24440, time: 0.284, data: 0.017) G_GAN: 5.906 G_L1: 4.783 D_real: 0.070 D_fake: 0.286 +(epoch: 61, iters: 24540, time: 0.298, data: 0.015) G_GAN: 4.853 G_L1: 4.984 D_real: 0.001 D_fake: 0.057 +(epoch: 61, iters: 24640, time: 0.397, data: 0.017) G_GAN: 5.277 G_L1: 3.110 D_real: 0.173 D_fake: 0.069 +(epoch: 61, iters: 24740, time: 0.290, data: 0.016) G_GAN: 6.389 G_L1: 6.833 D_real: 0.004 D_fake: 0.006 +(epoch: 61, iters: 24840, time: 0.301, data: 0.016) G_GAN: 6.445 G_L1: 4.671 D_real: 0.020 D_fake: 0.008 +(epoch: 61, iters: 24940, time: 0.270, data: 0.018) G_GAN: 6.401 G_L1: 8.743 D_real: 0.027 D_fake: 0.069 +(epoch: 61, iters: 25040, time: 0.560, data: 0.015) G_GAN: 4.172 G_L1: 4.029 D_real: 0.015 D_fake: 0.228 +(epoch: 61, iters: 25140, time: 0.274, data: 0.017) G_GAN: 6.171 G_L1: 6.323 D_real: 0.010 D_fake: 0.100 +(epoch: 61, iters: 25240, time: 0.259, data: 0.016) G_GAN: 5.913 G_L1: 4.372 D_real: 0.001 D_fake: 0.054 +(epoch: 61, iters: 25340, time: 0.276, data: 0.014) G_GAN: 6.236 G_L1: 4.074 D_real: 0.017 D_fake: 0.014 +(epoch: 61, iters: 25440, time: 0.384, data: 0.015) G_GAN: 5.206 G_L1: 3.332 D_real: 0.790 D_fake: 0.006 +(epoch: 61, iters: 25540, time: 0.292, data: 0.015) G_GAN: 5.147 G_L1: 4.446 D_real: 0.008 D_fake: 0.021 +(epoch: 61, iters: 25640, time: 0.294, data: 0.022) G_GAN: 6.703 G_L1: 4.415 D_real: 0.064 D_fake: 0.061 +(epoch: 61, iters: 25740, time: 0.296, data: 0.018) G_GAN: 6.146 G_L1: 5.220 D_real: 0.123 D_fake: 0.006 +(epoch: 61, iters: 25840, time: 0.423, data: 0.018) G_GAN: 4.524 G_L1: 3.934 D_real: 0.069 D_fake: 0.027 +(epoch: 61, iters: 25940, time: 0.270, data: 0.027) G_GAN: 5.040 G_L1: 2.849 D_real: 0.065 D_fake: 0.017 +(epoch: 61, iters: 26040, time: 0.291, data: 0.016) G_GAN: 5.107 G_L1: 3.601 D_real: 0.052 D_fake: 0.037 +(epoch: 61, iters: 26140, time: 0.278, data: 0.018) G_GAN: 5.095 G_L1: 3.615 D_real: 0.031 D_fake: 0.192 +(epoch: 61, iters: 26240, time: 0.406, data: 0.016) G_GAN: 5.037 G_L1: 2.173 D_real: 0.195 D_fake: 0.048 +(epoch: 61, iters: 26340, time: 0.296, data: 0.018) G_GAN: 5.236 G_L1: 4.648 D_real: 0.014 D_fake: 0.182 +(epoch: 61, iters: 26440, time: 0.269, data: 0.019) G_GAN: 6.074 G_L1: 4.331 D_real: 0.014 D_fake: 0.061 +(epoch: 61, iters: 26540, time: 0.262, data: 0.016) G_GAN: 6.161 G_L1: 5.120 D_real: 0.032 D_fake: 0.009 +(epoch: 61, iters: 26640, time: 0.398, data: 0.014) G_GAN: 6.640 G_L1: 6.584 D_real: 0.018 D_fake: 0.046 +(epoch: 61, iters: 26740, time: 0.271, data: 0.015) G_GAN: 6.719 G_L1: 8.780 D_real: 0.472 D_fake: 0.012 +(epoch: 61, iters: 26840, time: 0.277, data: 0.015) G_GAN: 4.668 G_L1: 3.573 D_real: 0.011 D_fake: 0.157 +(epoch: 61, iters: 26940, time: 0.268, data: 0.015) G_GAN: 6.007 G_L1: 3.945 D_real: 0.203 D_fake: 0.008 +(epoch: 61, iters: 27040, time: 0.583, data: 0.014) G_GAN: 4.429 G_L1: 4.492 D_real: 0.003 D_fake: 0.057 +(epoch: 61, iters: 27140, time: 0.266, data: 0.017) G_GAN: 7.843 G_L1: 5.996 D_real: 0.023 D_fake: 0.015 +(epoch: 61, iters: 27240, time: 0.293, data: 0.014) G_GAN: 4.844 G_L1: 4.667 D_real: 0.011 D_fake: 0.079 +(epoch: 61, iters: 27340, time: 0.295, data: 0.016) G_GAN: 5.459 G_L1: 5.933 D_real: 0.120 D_fake: 0.490 +(epoch: 61, iters: 27440, time: 0.392, data: 0.018) G_GAN: 6.623 G_L1: 4.183 D_real: 0.032 D_fake: 0.009 +(epoch: 61, iters: 27540, time: 0.273, data: 0.017) G_GAN: 6.928 G_L1: 6.915 D_real: 0.056 D_fake: 0.039 +(epoch: 61, iters: 27640, time: 0.295, data: 0.018) G_GAN: 7.050 G_L1: 7.331 D_real: 0.006 D_fake: 0.185 +(epoch: 61, iters: 27740, time: 0.287, data: 0.018) G_GAN: 3.456 G_L1: 4.010 D_real: 0.068 D_fake: 0.112 +(epoch: 61, iters: 27840, time: 0.373, data: 0.017) G_GAN: 5.551 G_L1: 11.541 D_real: 0.072 D_fake: 0.041 +(epoch: 61, iters: 27940, time: 0.261, data: 0.017) G_GAN: 4.799 G_L1: 3.666 D_real: 0.074 D_fake: 0.088 +(epoch: 61, iters: 28040, time: 0.279, data: 0.017) G_GAN: 4.358 G_L1: 5.210 D_real: 0.363 D_fake: 0.086 +(epoch: 61, iters: 28140, time: 0.271, data: 0.016) G_GAN: 5.671 G_L1: 4.127 D_real: 0.078 D_fake: 0.008 +(epoch: 61, iters: 28240, time: 0.377, data: 0.016) G_GAN: 5.727 G_L1: 4.694 D_real: 0.003 D_fake: 0.038 +(epoch: 61, iters: 28340, time: 0.290, data: 0.017) G_GAN: 5.485 G_L1: 3.519 D_real: 0.017 D_fake: 0.010 +(epoch: 61, iters: 28440, time: 0.273, data: 0.017) G_GAN: 5.814 G_L1: 4.359 D_real: 0.115 D_fake: 0.074 +(epoch: 61, iters: 28540, time: 0.286, data: 0.013) G_GAN: 5.304 G_L1: 5.364 D_real: 0.007 D_fake: 0.025 +(epoch: 61, iters: 28640, time: 0.369, data: 0.016) G_GAN: 5.112 G_L1: 4.303 D_real: 0.154 D_fake: 0.042 +(epoch: 61, iters: 28740, time: 0.292, data: 0.017) G_GAN: 4.532 G_L1: 5.020 D_real: 0.047 D_fake: 0.132 +(epoch: 61, iters: 28840, time: 0.271, data: 0.019) G_GAN: 7.430 G_L1: 4.175 D_real: 0.019 D_fake: 0.004 +(epoch: 61, iters: 28940, time: 0.280, data: 0.016) G_GAN: 5.315 G_L1: 4.520 D_real: 0.574 D_fake: 0.038 +(epoch: 61, iters: 29040, time: 0.558, data: 0.017) G_GAN: 5.514 G_L1: 3.953 D_real: 0.015 D_fake: 0.474 +(epoch: 61, iters: 29140, time: 0.298, data: 0.018) G_GAN: 4.744 G_L1: 3.759 D_real: 0.399 D_fake: 0.014 +(epoch: 61, iters: 29240, time: 0.298, data: 0.019) G_GAN: 5.074 G_L1: 4.246 D_real: 0.403 D_fake: 0.036 +(epoch: 61, iters: 29340, time: 0.292, data: 0.019) G_GAN: 3.456 G_L1: 3.665 D_real: 0.102 D_fake: 0.214 +(epoch: 61, iters: 29440, time: 0.407, data: 0.019) G_GAN: 4.345 G_L1: 3.274 D_real: 0.013 D_fake: 0.184 +(epoch: 61, iters: 29540, time: 0.301, data: 0.018) G_GAN: 3.769 G_L1: 4.683 D_real: 0.180 D_fake: 0.074 +(epoch: 61, iters: 29640, time: 0.287, data: 0.018) G_GAN: 6.398 G_L1: 4.148 D_real: 0.007 D_fake: 0.009 +(epoch: 61, iters: 29740, time: 0.293, data: 0.017) G_GAN: 5.725 G_L1: 3.669 D_real: 0.068 D_fake: 0.049 +(epoch: 61, iters: 29840, time: 0.383, data: 0.018) G_GAN: 3.251 G_L1: 3.458 D_real: 0.004 D_fake: 0.496 +(epoch: 61, iters: 29940, time: 0.287, data: 0.018) G_GAN: 7.331 G_L1: 4.127 D_real: 0.097 D_fake: 0.025 +(epoch: 61, iters: 30040, time: 0.292, data: 0.017) G_GAN: 5.272 G_L1: 4.221 D_real: 0.156 D_fake: 0.018 +(epoch: 61, iters: 30140, time: 0.283, data: 0.018) G_GAN: 7.193 G_L1: 5.161 D_real: 0.004 D_fake: 0.016 +(epoch: 61, iters: 30240, time: 0.381, data: 0.018) G_GAN: 4.749 G_L1: 3.568 D_real: 0.022 D_fake: 0.177 +(epoch: 61, iters: 30340, time: 0.300, data: 0.016) G_GAN: 5.231 G_L1: 6.577 D_real: 0.003 D_fake: 0.135 +(epoch: 61, iters: 30440, time: 0.288, data: 0.020) G_GAN: 5.642 G_L1: 4.498 D_real: 0.056 D_fake: 0.025 +(epoch: 61, iters: 30540, time: 0.302, data: 0.017) G_GAN: 4.742 G_L1: 3.767 D_real: 0.288 D_fake: 0.117 +(epoch: 61, iters: 30640, time: 0.381, data: 0.018) G_GAN: 6.800 G_L1: 3.632 D_real: 0.119 D_fake: 0.007 +(epoch: 61, iters: 30740, time: 0.295, data: 0.017) G_GAN: 8.807 G_L1: 4.470 D_real: 0.455 D_fake: 0.000 +(epoch: 61, iters: 30840, time: 0.300, data: 0.016) G_GAN: 6.684 G_L1: 4.665 D_real: 0.299 D_fake: 0.033 +(epoch: 61, iters: 30940, time: 0.290, data: 0.019) G_GAN: 7.553 G_L1: 5.066 D_real: 0.001 D_fake: 0.009 +(epoch: 61, iters: 31040, time: 0.582, data: 0.017) G_GAN: 4.445 G_L1: 4.237 D_real: 0.430 D_fake: 0.010 +(epoch: 61, iters: 31140, time: 0.296, data: 0.016) G_GAN: 5.464 G_L1: 3.977 D_real: 0.016 D_fake: 0.029 +(epoch: 61, iters: 31240, time: 0.296, data: 0.016) G_GAN: 3.814 G_L1: 4.866 D_real: 0.001 D_fake: 0.116 +(epoch: 61, iters: 31340, time: 0.294, data: 0.018) G_GAN: 5.764 G_L1: 3.680 D_real: 0.003 D_fake: 0.032 +(epoch: 61, iters: 31440, time: 0.405, data: 0.019) G_GAN: 4.931 G_L1: 3.180 D_real: 0.130 D_fake: 0.096 +(epoch: 61, iters: 31540, time: 0.305, data: 0.017) G_GAN: 4.517 G_L1: 3.633 D_real: 0.029 D_fake: 0.048 +(epoch: 61, iters: 31640, time: 0.294, data: 0.019) G_GAN: 4.641 G_L1: 2.972 D_real: 0.003 D_fake: 0.057 +(epoch: 61, iters: 31740, time: 0.300, data: 0.017) G_GAN: 6.856 G_L1: 4.515 D_real: 0.032 D_fake: 0.012 +(epoch: 61, iters: 31840, time: 0.417, data: 0.020) G_GAN: 4.605 G_L1: 4.506 D_real: 0.029 D_fake: 0.070 +(epoch: 61, iters: 31940, time: 0.302, data: 0.019) G_GAN: 4.669 G_L1: 6.085 D_real: 0.026 D_fake: 0.143 +(epoch: 61, iters: 32040, time: 0.303, data: 0.017) G_GAN: 5.206 G_L1: 3.071 D_real: 0.013 D_fake: 0.021 +(epoch: 61, iters: 32140, time: 0.290, data: 0.019) G_GAN: 3.690 G_L1: 3.838 D_real: 0.034 D_fake: 0.070 +(epoch: 61, iters: 32240, time: 0.398, data: 0.017) G_GAN: 3.771 G_L1: 3.568 D_real: 0.005 D_fake: 0.249 +(epoch: 61, iters: 32340, time: 0.304, data: 0.017) G_GAN: 6.812 G_L1: 3.938 D_real: 0.005 D_fake: 0.044 +(epoch: 61, iters: 32440, time: 0.306, data: 0.018) G_GAN: 6.353 G_L1: 3.789 D_real: 0.025 D_fake: 0.095 +(epoch: 61, iters: 32540, time: 0.294, data: 0.022) G_GAN: 3.745 G_L1: 4.438 D_real: 0.140 D_fake: 0.105 +(epoch: 61, iters: 32640, time: 0.392, data: 0.018) G_GAN: 6.867 G_L1: 2.849 D_real: 0.126 D_fake: 0.008 +(epoch: 61, iters: 32740, time: 0.302, data: 0.017) G_GAN: 5.001 G_L1: 3.365 D_real: 0.015 D_fake: 0.105 +(epoch: 61, iters: 32840, time: 0.296, data: 0.018) G_GAN: 5.949 G_L1: 4.275 D_real: 0.002 D_fake: 0.013 +(epoch: 61, iters: 32940, time: 0.303, data: 0.018) G_GAN: 5.451 G_L1: 3.907 D_real: 0.009 D_fake: 0.033 +(epoch: 61, iters: 33040, time: 0.574, data: 0.018) G_GAN: 5.657 G_L1: 3.816 D_real: 0.012 D_fake: 0.059 +(epoch: 61, iters: 33140, time: 0.298, data: 0.017) G_GAN: 4.900 G_L1: 4.422 D_real: 0.036 D_fake: 0.053 +(epoch: 61, iters: 33240, time: 0.294, data: 0.019) G_GAN: 3.540 G_L1: 3.843 D_real: 0.092 D_fake: 0.059 +(epoch: 61, iters: 33340, time: 0.301, data: 0.016) G_GAN: 6.110 G_L1: 4.530 D_real: 0.255 D_fake: 0.038 +(epoch: 61, iters: 33440, time: 0.415, data: 0.018) G_GAN: 4.198 G_L1: 4.073 D_real: 0.043 D_fake: 0.131 +(epoch: 61, iters: 33540, time: 0.298, data: 0.017) G_GAN: 4.556 G_L1: 3.775 D_real: 0.228 D_fake: 0.030 +(epoch: 61, iters: 33640, time: 0.292, data: 0.025) G_GAN: 5.513 G_L1: 3.911 D_real: 0.014 D_fake: 0.013 +(epoch: 61, iters: 33740, time: 0.294, data: 0.024) G_GAN: 4.318 G_L1: 5.912 D_real: 0.071 D_fake: 0.042 +(epoch: 61, iters: 33840, time: 0.415, data: 0.018) G_GAN: 4.138 G_L1: 3.465 D_real: 0.022 D_fake: 0.148 +(epoch: 61, iters: 33940, time: 0.303, data: 0.018) G_GAN: 5.456 G_L1: 5.497 D_real: 0.003 D_fake: 0.041 +(epoch: 61, iters: 34040, time: 0.297, data: 0.019) G_GAN: 6.399 G_L1: 5.963 D_real: 0.028 D_fake: 0.040 +(epoch: 61, iters: 34140, time: 0.302, data: 0.020) G_GAN: 5.995 G_L1: 3.559 D_real: 0.066 D_fake: 0.008 +(epoch: 61, iters: 34240, time: 0.382, data: 0.020) G_GAN: 5.513 G_L1: 2.861 D_real: 0.373 D_fake: 0.179 +(epoch: 61, iters: 34340, time: 0.294, data: 0.020) G_GAN: 6.359 G_L1: 4.862 D_real: 0.004 D_fake: 0.006 +(epoch: 61, iters: 34440, time: 0.304, data: 0.020) G_GAN: 5.114 G_L1: 3.504 D_real: 0.009 D_fake: 0.131 +(epoch: 61, iters: 34540, time: 0.296, data: 0.020) G_GAN: 6.691 G_L1: 4.094 D_real: 0.263 D_fake: 0.004 +(epoch: 61, iters: 34640, time: 0.408, data: 0.018) G_GAN: 5.396 G_L1: 4.047 D_real: 0.009 D_fake: 0.058 +(epoch: 61, iters: 34740, time: 0.300, data: 0.019) G_GAN: 5.206 G_L1: 4.754 D_real: 0.407 D_fake: 0.004 +(epoch: 61, iters: 34840, time: 0.294, data: 0.019) G_GAN: 5.586 G_L1: 7.569 D_real: 0.000 D_fake: 0.038 +(epoch: 61, iters: 34940, time: 0.299, data: 0.019) G_GAN: 4.486 G_L1: 3.590 D_real: 0.028 D_fake: 0.133 +(epoch: 61, iters: 35040, time: 0.548, data: 0.018) G_GAN: 4.981 G_L1: 3.041 D_real: 0.157 D_fake: 0.086 +(epoch: 61, iters: 35140, time: 0.302, data: 0.018) G_GAN: 4.441 G_L1: 5.911 D_real: 0.484 D_fake: 0.009 +(epoch: 61, iters: 35240, time: 0.301, data: 0.019) G_GAN: 5.713 G_L1: 3.174 D_real: 0.005 D_fake: 0.077 +(epoch: 61, iters: 35340, time: 0.302, data: 0.019) G_GAN: 3.968 G_L1: 3.393 D_real: 0.273 D_fake: 0.102 +(epoch: 61, iters: 35440, time: 0.408, data: 0.018) G_GAN: 6.822 G_L1: 4.877 D_real: 0.020 D_fake: 0.126 +(epoch: 61, iters: 35540, time: 0.301, data: 0.018) G_GAN: 3.498 G_L1: 3.514 D_real: 0.609 D_fake: 0.043 +(epoch: 61, iters: 35640, time: 0.301, data: 0.020) G_GAN: 4.180 G_L1: 3.275 D_real: 0.212 D_fake: 0.271 +(epoch: 61, iters: 35740, time: 0.309, data: 0.018) G_GAN: 6.221 G_L1: 4.356 D_real: 0.005 D_fake: 0.030 +(epoch: 61, iters: 35840, time: 0.417, data: 0.020) G_GAN: 5.296 G_L1: 3.073 D_real: 0.060 D_fake: 0.022 +(epoch: 61, iters: 35940, time: 0.300, data: 0.018) G_GAN: 6.152 G_L1: 4.816 D_real: 0.008 D_fake: 0.025 +(epoch: 61, iters: 36040, time: 0.294, data: 0.019) G_GAN: 5.643 G_L1: 4.279 D_real: 0.067 D_fake: 0.040 +(epoch: 61, iters: 36140, time: 0.304, data: 0.027) G_GAN: 6.137 G_L1: 3.787 D_real: 0.004 D_fake: 0.070 +(epoch: 61, iters: 36240, time: 0.400, data: 0.020) G_GAN: 5.229 G_L1: 3.330 D_real: 0.083 D_fake: 0.047 +(epoch: 61, iters: 36340, time: 0.302, data: 0.021) G_GAN: 4.831 G_L1: 4.295 D_real: 0.009 D_fake: 0.132 +(epoch: 61, iters: 36440, time: 0.303, data: 0.019) G_GAN: 4.555 G_L1: 3.980 D_real: 0.116 D_fake: 0.015 +(epoch: 61, iters: 36540, time: 0.302, data: 0.020) G_GAN: 5.330 G_L1: 4.173 D_real: 0.001 D_fake: 0.436 +(epoch: 61, iters: 36640, time: 0.415, data: 0.022) G_GAN: 5.515 G_L1: 3.779 D_real: 0.193 D_fake: 0.020 +(epoch: 61, iters: 36740, time: 0.301, data: 0.019) G_GAN: 5.840 G_L1: 4.530 D_real: 0.042 D_fake: 0.195 +(epoch: 61, iters: 36840, time: 0.304, data: 0.020) G_GAN: 5.043 G_L1: 4.035 D_real: 0.041 D_fake: 0.031 +(epoch: 61, iters: 36940, time: 0.300, data: 0.020) G_GAN: 4.418 G_L1: 3.605 D_real: 0.048 D_fake: 0.121 +(epoch: 61, iters: 37040, time: 0.566, data: 0.021) G_GAN: 5.088 G_L1: 3.985 D_real: 0.165 D_fake: 0.370 +(epoch: 61, iters: 37140, time: 0.293, data: 0.019) G_GAN: 2.983 G_L1: 5.841 D_real: 0.354 D_fake: 0.054 +(epoch: 61, iters: 37240, time: 0.291, data: 0.018) G_GAN: 6.240 G_L1: 4.428 D_real: 0.008 D_fake: 0.013 +(epoch: 61, iters: 37340, time: 0.291, data: 0.018) G_GAN: 3.812 G_L1: 3.156 D_real: 0.045 D_fake: 0.197 +(epoch: 61, iters: 37440, time: 0.391, data: 0.019) G_GAN: 4.364 G_L1: 4.612 D_real: 0.093 D_fake: 0.024 +(epoch: 61, iters: 37540, time: 0.304, data: 0.019) G_GAN: 3.675 G_L1: 2.430 D_real: 0.094 D_fake: 0.045 +(epoch: 61, iters: 37640, time: 0.304, data: 0.018) G_GAN: 5.207 G_L1: 3.543 D_real: 0.012 D_fake: 0.026 +(epoch: 61, iters: 37740, time: 0.303, data: 0.019) G_GAN: 6.575 G_L1: 6.539 D_real: 0.165 D_fake: 0.028 +(epoch: 61, iters: 37840, time: 0.425, data: 0.018) G_GAN: 4.250 G_L1: 4.453 D_real: 0.006 D_fake: 0.216 +(epoch: 61, iters: 37940, time: 0.298, data: 0.019) G_GAN: 3.614 G_L1: 3.432 D_real: 0.088 D_fake: 0.032 +(epoch: 61, iters: 38040, time: 0.301, data: 0.018) G_GAN: 2.660 G_L1: 5.179 D_real: 0.315 D_fake: 0.151 +(epoch: 61, iters: 38140, time: 0.301, data: 0.020) G_GAN: 5.375 G_L1: 2.531 D_real: 0.036 D_fake: 0.012 +(epoch: 61, iters: 38240, time: 0.418, data: 0.019) G_GAN: 5.224 G_L1: 3.433 D_real: 0.013 D_fake: 0.029 +(epoch: 61, iters: 38340, time: 0.302, data: 0.020) G_GAN: 4.290 G_L1: 4.959 D_real: 0.176 D_fake: 0.062 +(epoch: 61, iters: 38440, time: 0.303, data: 0.019) G_GAN: 5.058 G_L1: 6.381 D_real: 0.008 D_fake: 0.085 +(epoch: 61, iters: 38540, time: 0.306, data: 0.020) G_GAN: 5.123 G_L1: 4.298 D_real: 0.005 D_fake: 0.055 +(epoch: 61, iters: 38640, time: 0.425, data: 0.020) G_GAN: 6.304 G_L1: 5.066 D_real: 0.118 D_fake: 0.009 +(epoch: 61, iters: 38740, time: 0.297, data: 0.020) G_GAN: 5.552 G_L1: 6.778 D_real: 0.003 D_fake: 0.030 +(epoch: 61, iters: 38840, time: 0.302, data: 0.019) G_GAN: 4.669 G_L1: 3.617 D_real: 0.027 D_fake: 0.047 +(epoch: 61, iters: 38940, time: 0.292, data: 0.019) G_GAN: 4.674 G_L1: 3.491 D_real: 0.015 D_fake: 0.042 +(epoch: 61, iters: 39040, time: 0.586, data: 0.019) G_GAN: 4.294 G_L1: 4.409 D_real: 0.001 D_fake: 0.051 +(epoch: 61, iters: 39140, time: 0.295, data: 0.020) G_GAN: 6.124 G_L1: 3.565 D_real: 0.078 D_fake: 0.008 +(epoch: 61, iters: 39240, time: 0.306, data: 0.019) G_GAN: 4.676 G_L1: 2.986 D_real: 0.083 D_fake: 0.067 +(epoch: 61, iters: 39340, time: 0.296, data: 0.019) G_GAN: 5.909 G_L1: 10.395 D_real: 0.094 D_fake: 0.007 +(epoch: 61, iters: 39440, time: 0.406, data: 0.019) G_GAN: 6.217 G_L1: 6.192 D_real: 0.000 D_fake: 0.019 +(epoch: 61, iters: 39540, time: 0.301, data: 0.019) G_GAN: 4.743 G_L1: 3.956 D_real: 0.002 D_fake: 0.205 +(epoch: 61, iters: 39640, time: 0.290, data: 0.020) G_GAN: 4.305 G_L1: 4.636 D_real: 0.116 D_fake: 0.031 +(epoch: 61, iters: 39740, time: 0.307, data: 0.017) G_GAN: 5.627 G_L1: 6.696 D_real: 0.040 D_fake: 0.023 +(epoch: 61, iters: 39840, time: 0.404, data: 0.019) G_GAN: 3.825 G_L1: 3.066 D_real: 0.020 D_fake: 0.119 +(epoch: 61, iters: 39940, time: 0.301, data: 0.019) G_GAN: 4.964 G_L1: 4.695 D_real: 0.320 D_fake: 0.020 +(epoch: 61, iters: 40040, time: 0.305, data: 0.018) G_GAN: 3.976 G_L1: 3.481 D_real: 0.524 D_fake: 0.022 +(epoch: 61, iters: 40140, time: 0.303, data: 0.025) G_GAN: 6.683 G_L1: 5.532 D_real: 0.025 D_fake: 0.015 +(epoch: 61, iters: 40240, time: 0.412, data: 0.019) G_GAN: 4.872 G_L1: 3.782 D_real: 0.011 D_fake: 0.046 +(epoch: 61, iters: 40340, time: 0.297, data: 0.020) G_GAN: 4.903 G_L1: 4.243 D_real: 0.145 D_fake: 0.054 +(epoch: 61, iters: 40440, time: 0.306, data: 0.019) G_GAN: 6.273 G_L1: 4.189 D_real: 0.017 D_fake: 0.025 +(epoch: 61, iters: 40540, time: 0.301, data: 0.019) G_GAN: 6.776 G_L1: 4.612 D_real: 0.053 D_fake: 0.013 +(epoch: 61, iters: 40640, time: 0.420, data: 0.020) G_GAN: 4.845 G_L1: 3.898 D_real: 0.291 D_fake: 0.015 +(epoch: 61, iters: 40740, time: 0.294, data: 0.019) G_GAN: 4.529 G_L1: 4.079 D_real: 0.131 D_fake: 0.241 +(epoch: 61, iters: 40840, time: 0.297, data: 0.020) G_GAN: 4.714 G_L1: 3.664 D_real: 0.090 D_fake: 0.031 +(epoch: 61, iters: 40940, time: 0.294, data: 0.018) G_GAN: 5.239 G_L1: 6.141 D_real: 0.024 D_fake: 0.035 +(epoch: 61, iters: 41040, time: 0.599, data: 0.018) G_GAN: 6.642 G_L1: 4.660 D_real: 0.036 D_fake: 0.006 +(epoch: 61, iters: 41140, time: 0.304, data: 0.019) G_GAN: 5.588 G_L1: 3.958 D_real: 0.012 D_fake: 0.064 +(epoch: 61, iters: 41240, time: 0.295, data: 0.020) G_GAN: 5.011 G_L1: 5.615 D_real: 0.003 D_fake: 0.124 +(epoch: 61, iters: 41340, time: 0.304, data: 0.019) G_GAN: 5.739 G_L1: 10.647 D_real: 0.006 D_fake: 0.022 +(epoch: 61, iters: 41440, time: 0.418, data: 0.021) G_GAN: 6.468 G_L1: 4.622 D_real: 0.025 D_fake: 0.020 +(epoch: 61, iters: 41540, time: 0.302, data: 0.020) G_GAN: 6.127 G_L1: 5.481 D_real: 0.251 D_fake: 0.020 +(epoch: 61, iters: 41640, time: 0.303, data: 0.019) G_GAN: 5.424 G_L1: 7.416 D_real: 0.003 D_fake: 0.033 +(epoch: 61, iters: 41740, time: 0.304, data: 0.021) G_GAN: 4.029 G_L1: 5.591 D_real: 0.034 D_fake: 0.171 +(epoch: 61, iters: 41840, time: 0.396, data: 0.020) G_GAN: 4.087 G_L1: 2.064 D_real: 0.015 D_fake: 0.199 +(epoch: 61, iters: 41940, time: 0.294, data: 0.018) G_GAN: 5.017 G_L1: 4.429 D_real: 0.000 D_fake: 0.110 +(epoch: 61, iters: 42040, time: 0.301, data: 0.018) G_GAN: 3.434 G_L1: 2.908 D_real: 0.209 D_fake: 0.145 +(epoch: 61, iters: 42140, time: 0.302, data: 0.019) G_GAN: 4.240 G_L1: 2.815 D_real: 0.081 D_fake: 0.044 +(epoch: 61, iters: 42240, time: 0.407, data: 0.020) G_GAN: 4.450 G_L1: 4.135 D_real: 0.059 D_fake: 0.092 +(epoch: 61, iters: 42340, time: 0.299, data: 0.019) G_GAN: 4.939 G_L1: 2.880 D_real: 0.000 D_fake: 0.062 +(epoch: 61, iters: 42440, time: 0.297, data: 0.020) G_GAN: 3.096 G_L1: 2.763 D_real: 0.132 D_fake: 0.094 +(epoch: 61, iters: 42540, time: 0.304, data: 0.031) G_GAN: 3.083 G_L1: 4.780 D_real: 0.391 D_fake: 0.129 +(epoch: 61, iters: 42640, time: 0.423, data: 0.019) G_GAN: 4.690 G_L1: 4.316 D_real: 0.175 D_fake: 0.066 +(epoch: 61, iters: 42740, time: 0.303, data: 0.035) G_GAN: 4.225 G_L1: 2.841 D_real: 0.177 D_fake: 0.149 +(epoch: 61, iters: 42840, time: 0.302, data: 0.019) G_GAN: 3.040 G_L1: 4.305 D_real: 0.185 D_fake: 0.408 +(epoch: 61, iters: 42940, time: 0.304, data: 0.019) G_GAN: 6.462 G_L1: 3.962 D_real: 0.000 D_fake: 0.011 +(epoch: 61, iters: 43040, time: 0.610, data: 0.019) G_GAN: 4.095 G_L1: 3.502 D_real: 0.191 D_fake: 0.055 +(epoch: 61, iters: 43140, time: 0.297, data: 0.020) G_GAN: 6.621 G_L1: 4.585 D_real: 0.015 D_fake: 0.008 +(epoch: 61, iters: 43240, time: 0.294, data: 0.019) G_GAN: 4.083 G_L1: 4.901 D_real: 0.052 D_fake: 0.077 +(epoch: 61, iters: 43340, time: 0.290, data: 0.019) G_GAN: 4.548 G_L1: 4.214 D_real: 0.012 D_fake: 0.048 +(epoch: 61, iters: 43440, time: 0.402, data: 0.017) G_GAN: 4.093 G_L1: 5.585 D_real: 0.243 D_fake: 0.177 +(epoch: 61, iters: 43540, time: 0.290, data: 0.021) G_GAN: 3.939 G_L1: 5.159 D_real: 0.009 D_fake: 0.331 +(epoch: 61, iters: 43640, time: 0.304, data: 0.019) G_GAN: 6.265 G_L1: 7.224 D_real: 0.123 D_fake: 0.008 +(epoch: 61, iters: 43740, time: 0.298, data: 0.020) G_GAN: 4.696 G_L1: 3.956 D_real: 0.138 D_fake: 0.052 +(epoch: 61, iters: 43840, time: 0.418, data: 0.019) G_GAN: 5.540 G_L1: 4.438 D_real: 0.000 D_fake: 0.022 +(epoch: 61, iters: 43940, time: 0.304, data: 0.019) G_GAN: 4.888 G_L1: 3.939 D_real: 0.054 D_fake: 0.187 +(epoch: 61, iters: 44040, time: 0.303, data: 0.020) G_GAN: 4.092 G_L1: 9.904 D_real: 0.520 D_fake: 0.013 +(epoch: 61, iters: 44140, time: 0.298, data: 0.020) G_GAN: 4.211 G_L1: 4.568 D_real: 0.564 D_fake: 0.017 +(epoch: 61, iters: 44240, time: 0.419, data: 0.019) G_GAN: 3.650 G_L1: 2.787 D_real: 0.129 D_fake: 0.108 +(epoch: 61, iters: 44340, time: 0.302, data: 0.018) G_GAN: 4.809 G_L1: 4.386 D_real: 0.098 D_fake: 0.060 +(epoch: 61, iters: 44440, time: 0.301, data: 0.019) G_GAN: 4.968 G_L1: 3.769 D_real: 0.009 D_fake: 0.277 +(epoch: 61, iters: 44540, time: 0.302, data: 0.019) G_GAN: 3.728 G_L1: 3.401 D_real: 0.094 D_fake: 0.078 +(epoch: 61, iters: 44640, time: 0.422, data: 0.021) G_GAN: 4.050 G_L1: 4.632 D_real: 0.041 D_fake: 0.042 +(epoch: 61, iters: 44740, time: 0.291, data: 0.019) G_GAN: 4.491 G_L1: 3.841 D_real: 0.288 D_fake: 0.018 +(epoch: 61, iters: 44840, time: 0.302, data: 0.017) G_GAN: 6.103 G_L1: 5.896 D_real: 0.003 D_fake: 0.047 +(epoch: 61, iters: 44940, time: 0.301, data: 0.021) G_GAN: 5.219 G_L1: 3.820 D_real: 0.092 D_fake: 0.030 +(epoch: 61, iters: 45040, time: 0.528, data: 0.018) G_GAN: 4.423 G_L1: 5.473 D_real: 0.068 D_fake: 0.046 +(epoch: 61, iters: 45140, time: 0.296, data: 0.025) G_GAN: 4.363 G_L1: 4.471 D_real: 0.064 D_fake: 0.096 +(epoch: 61, iters: 45240, time: 0.301, data: 0.018) G_GAN: 3.605 G_L1: 3.313 D_real: 0.109 D_fake: 0.246 +(epoch: 61, iters: 45340, time: 0.285, data: 0.023) G_GAN: 6.989 G_L1: 3.805 D_real: 0.000 D_fake: 0.014 +(epoch: 61, iters: 45440, time: 0.407, data: 0.018) G_GAN: 5.898 G_L1: 3.677 D_real: 0.003 D_fake: 0.026 +(epoch: 61, iters: 45540, time: 0.300, data: 0.025) G_GAN: 3.117 G_L1: 3.079 D_real: 0.215 D_fake: 0.102 +(epoch: 61, iters: 45640, time: 0.304, data: 0.019) G_GAN: 4.861 G_L1: 4.472 D_real: 0.023 D_fake: 0.101 +(epoch: 61, iters: 45740, time: 0.290, data: 0.019) G_GAN: 4.464 G_L1: 2.349 D_real: 0.094 D_fake: 0.049 +(epoch: 61, iters: 45840, time: 0.392, data: 0.018) G_GAN: 3.947 G_L1: 4.652 D_real: 0.090 D_fake: 0.113 +(epoch: 61, iters: 45940, time: 0.303, data: 0.020) G_GAN: 4.805 G_L1: 4.368 D_real: 0.117 D_fake: 0.094 +(epoch: 61, iters: 46040, time: 0.299, data: 0.017) G_GAN: 3.990 G_L1: 2.847 D_real: 0.003 D_fake: 0.135 +(epoch: 61, iters: 46140, time: 0.300, data: 0.019) G_GAN: 2.918 G_L1: 2.171 D_real: 0.737 D_fake: 0.046 +(epoch: 61, iters: 46240, time: 0.412, data: 0.019) G_GAN: 5.631 G_L1: 3.975 D_real: 0.036 D_fake: 0.011 +(epoch: 61, iters: 46340, time: 0.299, data: 0.018) G_GAN: 4.259 G_L1: 3.044 D_real: 0.080 D_fake: 0.168 +(epoch: 61, iters: 46440, time: 0.299, data: 0.020) G_GAN: 3.603 G_L1: 4.538 D_real: 0.072 D_fake: 0.174 +(epoch: 61, iters: 46540, time: 0.301, data: 0.020) G_GAN: 4.669 G_L1: 4.711 D_real: 0.105 D_fake: 0.029 +(epoch: 61, iters: 46640, time: 0.392, data: 0.021) G_GAN: 5.432 G_L1: 3.856 D_real: 0.010 D_fake: 0.020 +(epoch: 61, iters: 46740, time: 0.297, data: 0.017) G_GAN: 3.709 G_L1: 2.816 D_real: 0.036 D_fake: 0.282 +(epoch: 61, iters: 46840, time: 0.300, data: 0.019) G_GAN: 5.475 G_L1: 3.266 D_real: 0.031 D_fake: 0.028 +(epoch: 61, iters: 46940, time: 0.306, data: 0.018) G_GAN: 5.779 G_L1: 4.581 D_real: 0.122 D_fake: 0.014 +(epoch: 61, iters: 47040, time: 0.573, data: 0.019) G_GAN: 3.862 G_L1: 2.789 D_real: 0.072 D_fake: 0.066 +(epoch: 61, iters: 47140, time: 0.298, data: 0.019) G_GAN: 5.999 G_L1: 3.699 D_real: 0.011 D_fake: 0.013 +(epoch: 61, iters: 47240, time: 0.295, data: 0.017) G_GAN: 5.602 G_L1: 5.962 D_real: 0.012 D_fake: 0.014 +(epoch: 61, iters: 47340, time: 0.294, data: 0.019) G_GAN: 3.162 G_L1: 2.003 D_real: 0.111 D_fake: 0.064 +(epoch: 61, iters: 47440, time: 0.392, data: 0.019) G_GAN: 4.417 G_L1: 3.693 D_real: 0.016 D_fake: 0.033 +(epoch: 61, iters: 47540, time: 0.295, data: 0.017) G_GAN: 3.802 G_L1: 3.001 D_real: 0.131 D_fake: 0.040 +(epoch: 61, iters: 47640, time: 0.301, data: 0.018) G_GAN: 3.798 G_L1: 4.417 D_real: 0.004 D_fake: 0.263 +(epoch: 61, iters: 47740, time: 0.276, data: 0.018) G_GAN: 3.877 G_L1: 5.419 D_real: 0.009 D_fake: 0.080 +(epoch: 61, iters: 47840, time: 0.410, data: 0.017) G_GAN: 4.680 G_L1: 4.137 D_real: 0.224 D_fake: 0.031 +(epoch: 61, iters: 47940, time: 0.303, data: 0.019) G_GAN: 5.660 G_L1: 4.505 D_real: 0.004 D_fake: 0.057 +(epoch: 61, iters: 48040, time: 0.301, data: 0.018) G_GAN: 5.169 G_L1: 5.783 D_real: 0.010 D_fake: 0.089 +(epoch: 61, iters: 48140, time: 0.291, data: 0.028) G_GAN: 4.656 G_L1: 3.672 D_real: 0.021 D_fake: 0.060 +(epoch: 61, iters: 48240, time: 0.417, data: 0.018) G_GAN: 4.236 G_L1: 3.463 D_real: 0.211 D_fake: 0.093 +(epoch: 61, iters: 48340, time: 0.305, data: 0.017) G_GAN: 4.432 G_L1: 3.476 D_real: 0.049 D_fake: 0.044 +(epoch: 61, iters: 48440, time: 0.302, data: 0.025) G_GAN: 3.893 G_L1: 4.025 D_real: 0.122 D_fake: 0.032 +(epoch: 61, iters: 48540, time: 0.289, data: 0.019) G_GAN: 3.662 G_L1: 3.176 D_real: 0.030 D_fake: 0.214 +(epoch: 61, iters: 48640, time: 0.413, data: 0.017) G_GAN: 5.238 G_L1: 3.605 D_real: 0.829 D_fake: 0.036 +(epoch: 61, iters: 48740, time: 0.298, data: 0.017) G_GAN: 6.159 G_L1: 4.386 D_real: 0.004 D_fake: 0.006 +(epoch: 61, iters: 48840, time: 0.292, data: 0.019) G_GAN: 7.410 G_L1: 4.006 D_real: 0.026 D_fake: 0.011 +(epoch: 61, iters: 48940, time: 0.303, data: 0.016) G_GAN: 4.379 G_L1: 3.362 D_real: 0.113 D_fake: 0.113 +(epoch: 61, iters: 49040, time: 0.540, data: 0.021) G_GAN: 4.040 G_L1: 4.042 D_real: 0.028 D_fake: 0.187 +(epoch: 61, iters: 49140, time: 0.301, data: 0.019) G_GAN: 3.838 G_L1: 3.651 D_real: 0.189 D_fake: 0.043 +(epoch: 61, iters: 49240, time: 0.289, data: 0.020) G_GAN: 4.165 G_L1: 3.884 D_real: 0.054 D_fake: 0.060 +(epoch: 61, iters: 49340, time: 0.301, data: 0.017) G_GAN: 4.444 G_L1: 4.657 D_real: 0.078 D_fake: 0.133 +(epoch: 61, iters: 49440, time: 0.421, data: 0.019) G_GAN: 6.464 G_L1: 5.821 D_real: 0.154 D_fake: 0.005 +(epoch: 61, iters: 49540, time: 0.302, data: 0.020) G_GAN: 5.381 G_L1: 4.041 D_real: 0.045 D_fake: 0.049 +(epoch: 61, iters: 49640, time: 0.299, data: 0.020) G_GAN: 5.248 G_L1: 3.909 D_real: 0.042 D_fake: 0.021 +(epoch: 61, iters: 49740, time: 0.301, data: 0.018) G_GAN: 3.418 G_L1: 3.297 D_real: 0.003 D_fake: 0.090 +(epoch: 61, iters: 49840, time: 0.410, data: 0.019) G_GAN: 4.916 G_L1: 4.570 D_real: 0.073 D_fake: 0.043 +(epoch: 61, iters: 49940, time: 0.303, data: 0.017) G_GAN: 4.132 G_L1: 3.107 D_real: 0.265 D_fake: 0.016 +(epoch: 61, iters: 50040, time: 0.296, data: 0.018) G_GAN: 5.266 G_L1: 5.255 D_real: 0.087 D_fake: 0.039 +(epoch: 61, iters: 50140, time: 0.304, data: 0.019) G_GAN: 5.388 G_L1: 4.374 D_real: 0.060 D_fake: 0.021 +(epoch: 61, iters: 50240, time: 0.411, data: 0.022) G_GAN: 3.874 G_L1: 3.948 D_real: 0.002 D_fake: 0.257 +(epoch: 61, iters: 50340, time: 0.307, data: 0.019) G_GAN: 4.671 G_L1: 4.993 D_real: 0.011 D_fake: 0.067 +(epoch: 61, iters: 50440, time: 0.302, data: 0.018) G_GAN: 4.793 G_L1: 4.238 D_real: 0.024 D_fake: 0.023 +(epoch: 61, iters: 50540, time: 0.296, data: 0.019) G_GAN: 5.550 G_L1: 3.619 D_real: 0.032 D_fake: 0.025 +(epoch: 61, iters: 50640, time: 0.390, data: 0.019) G_GAN: 4.220 G_L1: 3.442 D_real: 0.052 D_fake: 0.162 +(epoch: 61, iters: 50740, time: 0.305, data: 0.018) G_GAN: 2.652 G_L1: 3.436 D_real: 0.458 D_fake: 0.197 +(epoch: 61, iters: 50840, time: 0.299, data: 0.020) G_GAN: 3.785 G_L1: 5.607 D_real: 0.067 D_fake: 0.118 +(epoch: 61, iters: 50940, time: 0.301, data: 0.020) G_GAN: 3.752 G_L1: 4.128 D_real: 0.035 D_fake: 0.192 +(epoch: 61, iters: 51040, time: 0.616, data: 0.018) G_GAN: 3.190 G_L1: 5.366 D_real: 0.283 D_fake: 0.234 +(epoch: 61, iters: 51140, time: 0.301, data: 0.019) G_GAN: 5.394 G_L1: 3.585 D_real: 0.004 D_fake: 0.018 +(epoch: 61, iters: 51240, time: 0.298, data: 0.019) G_GAN: 5.344 G_L1: 8.102 D_real: 0.019 D_fake: 0.027 +(epoch: 61, iters: 51340, time: 0.288, data: 0.021) G_GAN: 5.124 G_L1: 4.947 D_real: 0.015 D_fake: 0.026 +(epoch: 61, iters: 51440, time: 0.409, data: 0.018) G_GAN: 5.155 G_L1: 4.238 D_real: 0.181 D_fake: 0.016 +(epoch: 61, iters: 51540, time: 0.306, data: 0.018) G_GAN: 5.414 G_L1: 2.863 D_real: 0.176 D_fake: 0.011 +(epoch: 61, iters: 51640, time: 0.292, data: 0.020) G_GAN: 6.252 G_L1: 5.433 D_real: 0.159 D_fake: 0.012 +(epoch: 61, iters: 51740, time: 0.302, data: 0.018) G_GAN: 4.417 G_L1: 3.140 D_real: 0.174 D_fake: 0.033 +(epoch: 61, iters: 51840, time: 0.394, data: 0.019) G_GAN: 3.992 G_L1: 3.840 D_real: 0.000 D_fake: 0.090 +(epoch: 61, iters: 51940, time: 0.300, data: 0.017) G_GAN: 3.821 G_L1: 2.442 D_real: 0.073 D_fake: 0.721 +(epoch: 61, iters: 52040, time: 0.305, data: 0.018) G_GAN: 4.978 G_L1: 4.971 D_real: 0.018 D_fake: 0.121 +(epoch: 61, iters: 52140, time: 0.296, data: 0.020) G_GAN: 4.019 G_L1: 3.500 D_real: 0.003 D_fake: 0.203 +(epoch: 61, iters: 52240, time: 0.404, data: 0.019) G_GAN: 6.946 G_L1: 3.613 D_real: 0.020 D_fake: 0.014 +(epoch: 61, iters: 52340, time: 0.307, data: 0.019) G_GAN: 4.729 G_L1: 4.753 D_real: 0.241 D_fake: 0.021 +(epoch: 61, iters: 52440, time: 0.283, data: 0.019) G_GAN: 7.240 G_L1: 5.781 D_real: 0.107 D_fake: 0.005 +(epoch: 61, iters: 52540, time: 0.273, data: 0.017) G_GAN: 5.077 G_L1: 4.331 D_real: 0.004 D_fake: 0.043 +(epoch: 61, iters: 52640, time: 0.416, data: 0.016) G_GAN: 4.489 G_L1: 4.668 D_real: 0.001 D_fake: 0.128 +(epoch: 61, iters: 52740, time: 0.308, data: 0.019) G_GAN: 4.242 G_L1: 4.346 D_real: 0.002 D_fake: 0.105 +(epoch: 61, iters: 52840, time: 0.303, data: 0.020) G_GAN: 5.163 G_L1: 5.008 D_real: 0.035 D_fake: 0.040 +(epoch: 61, iters: 52940, time: 0.300, data: 0.020) G_GAN: 6.256 G_L1: 4.458 D_real: 0.003 D_fake: 0.033 +(epoch: 61, iters: 53040, time: 0.615, data: 0.019) G_GAN: 7.442 G_L1: 5.092 D_real: 0.022 D_fake: 0.010 +(epoch: 61, iters: 53140, time: 0.289, data: 0.018) G_GAN: 6.400 G_L1: 5.808 D_real: 0.098 D_fake: 0.369 +(epoch: 61, iters: 53240, time: 0.303, data: 0.019) G_GAN: 5.198 G_L1: 4.899 D_real: 0.064 D_fake: 0.094 +(epoch: 61, iters: 53340, time: 0.301, data: 0.018) G_GAN: 5.132 G_L1: 3.663 D_real: 0.004 D_fake: 0.160 +(epoch: 61, iters: 53440, time: 0.423, data: 0.019) G_GAN: 8.448 G_L1: 5.773 D_real: 0.036 D_fake: 0.013 +(epoch: 61, iters: 53540, time: 0.293, data: 0.025) G_GAN: 3.944 G_L1: 4.346 D_real: 0.037 D_fake: 0.124 +(epoch: 61, iters: 53640, time: 0.296, data: 0.019) G_GAN: 5.354 G_L1: 5.520 D_real: 0.077 D_fake: 0.092 +(epoch: 61, iters: 53740, time: 0.304, data: 0.018) G_GAN: 4.909 G_L1: 3.097 D_real: 0.041 D_fake: 0.081 +(epoch: 61, iters: 53840, time: 0.389, data: 0.020) G_GAN: 4.884 G_L1: 4.123 D_real: 0.020 D_fake: 0.035 +(epoch: 61, iters: 53940, time: 0.304, data: 0.020) G_GAN: 3.389 G_L1: 2.905 D_real: 0.069 D_fake: 0.241 +(epoch: 61, iters: 54040, time: 0.289, data: 0.020) G_GAN: 5.815 G_L1: 4.170 D_real: 0.001 D_fake: 0.013 +(epoch: 61, iters: 54140, time: 0.296, data: 0.019) G_GAN: 3.533 G_L1: 2.730 D_real: 0.881 D_fake: 0.069 +(epoch: 61, iters: 54240, time: 0.423, data: 0.018) G_GAN: 4.661 G_L1: 4.592 D_real: 0.006 D_fake: 0.095 +(epoch: 61, iters: 54340, time: 0.304, data: 0.020) G_GAN: 6.438 G_L1: 7.303 D_real: 0.035 D_fake: 0.014 +(epoch: 61, iters: 54440, time: 0.303, data: 0.020) G_GAN: 5.098 G_L1: 5.539 D_real: 0.015 D_fake: 0.033 +(epoch: 61, iters: 54540, time: 0.302, data: 0.018) G_GAN: 3.714 G_L1: 4.973 D_real: 0.137 D_fake: 0.149 +(epoch: 61, iters: 54640, time: 0.410, data: 0.020) G_GAN: 6.316 G_L1: 3.976 D_real: 0.008 D_fake: 0.019 +(epoch: 61, iters: 54740, time: 0.305, data: 0.019) G_GAN: 4.699 G_L1: 5.285 D_real: 0.060 D_fake: 0.031 +(epoch: 61, iters: 54840, time: 0.295, data: 0.019) G_GAN: 4.371 G_L1: 3.070 D_real: 0.574 D_fake: 0.019 +(epoch: 61, iters: 54940, time: 0.298, data: 0.019) G_GAN: 4.777 G_L1: 5.439 D_real: 0.000 D_fake: 0.120 +(epoch: 61, iters: 55040, time: 0.591, data: 0.019) G_GAN: 5.914 G_L1: 4.538 D_real: 0.006 D_fake: 0.023 +(epoch: 61, iters: 55140, time: 0.306, data: 0.019) G_GAN: 4.430 G_L1: 3.069 D_real: 0.249 D_fake: 0.152 +(epoch: 61, iters: 55240, time: 0.299, data: 0.020) G_GAN: 4.551 G_L1: 2.843 D_real: 0.123 D_fake: 0.083 +(epoch: 61, iters: 55340, time: 0.286, data: 0.019) G_GAN: 5.121 G_L1: 5.264 D_real: 0.002 D_fake: 0.037 +(epoch: 61, iters: 55440, time: 0.425, data: 0.016) G_GAN: 6.954 G_L1: 5.053 D_real: 0.088 D_fake: 0.012 +(epoch: 61, iters: 55540, time: 0.288, data: 0.020) G_GAN: 7.790 G_L1: 5.727 D_real: 0.091 D_fake: 0.224 +(epoch: 61, iters: 55640, time: 0.295, data: 0.018) G_GAN: 6.017 G_L1: 6.658 D_real: 0.001 D_fake: 0.033 +(epoch: 61, iters: 55740, time: 0.294, data: 0.019) G_GAN: 3.823 G_L1: 2.912 D_real: 0.302 D_fake: 0.031 +(epoch: 61, iters: 55840, time: 0.392, data: 0.019) G_GAN: 3.630 G_L1: 4.302 D_real: 0.006 D_fake: 0.181 +(epoch: 61, iters: 55940, time: 0.295, data: 0.019) G_GAN: 4.119 G_L1: 4.273 D_real: 0.029 D_fake: 0.099 +(epoch: 61, iters: 56040, time: 0.304, data: 0.019) G_GAN: 4.865 G_L1: 3.820 D_real: 0.214 D_fake: 0.028 +(epoch: 61, iters: 56140, time: 0.305, data: 0.018) G_GAN: 4.690 G_L1: 3.890 D_real: 0.477 D_fake: 0.017 +(epoch: 61, iters: 56240, time: 0.408, data: 0.021) G_GAN: 4.429 G_L1: 4.325 D_real: 0.012 D_fake: 0.105 +(epoch: 61, iters: 56340, time: 0.293, data: 0.016) G_GAN: 7.704 G_L1: 15.387 D_real: 0.012 D_fake: 0.008 +(epoch: 61, iters: 56440, time: 0.288, data: 0.019) G_GAN: 7.257 G_L1: 4.698 D_real: 0.000 D_fake: 0.006 +(epoch: 61, iters: 56540, time: 0.304, data: 0.018) G_GAN: 6.040 G_L1: 3.151 D_real: 0.001 D_fake: 0.032 +(epoch: 61, iters: 56640, time: 0.412, data: 0.020) G_GAN: 4.342 G_L1: 3.953 D_real: 0.176 D_fake: 0.038 +(epoch: 61, iters: 56740, time: 0.295, data: 0.018) G_GAN: 7.489 G_L1: 4.285 D_real: 0.026 D_fake: 0.003 +(epoch: 61, iters: 56840, time: 0.301, data: 0.018) G_GAN: 5.844 G_L1: 6.777 D_real: 0.450 D_fake: 0.166 +(epoch: 61, iters: 56940, time: 0.295, data: 0.020) G_GAN: 5.411 G_L1: 4.902 D_real: 0.001 D_fake: 0.043 +(epoch: 61, iters: 57040, time: 0.617, data: 0.020) G_GAN: 7.289 G_L1: 4.694 D_real: 0.126 D_fake: 0.009 +(epoch: 61, iters: 57140, time: 0.301, data: 0.018) G_GAN: 4.947 G_L1: 3.217 D_real: 0.004 D_fake: 0.387 +(epoch: 61, iters: 57240, time: 0.310, data: 0.020) G_GAN: 4.180 G_L1: 2.742 D_real: 0.018 D_fake: 0.300 +(epoch: 61, iters: 57340, time: 0.303, data: 0.019) G_GAN: 4.320 G_L1: 4.617 D_real: 0.034 D_fake: 0.053 +(epoch: 61, iters: 57440, time: 0.418, data: 0.019) G_GAN: 2.994 G_L1: 3.484 D_real: 0.227 D_fake: 0.069 +(epoch: 61, iters: 57540, time: 0.304, data: 0.019) G_GAN: 5.978 G_L1: 3.850 D_real: 0.060 D_fake: 0.006 +(epoch: 61, iters: 57640, time: 0.290, data: 0.019) G_GAN: 6.386 G_L1: 5.050 D_real: 0.000 D_fake: 0.067 +(epoch: 61, iters: 57740, time: 0.300, data: 0.018) G_GAN: 4.129 G_L1: 4.010 D_real: 0.094 D_fake: 0.379 +(epoch: 61, iters: 57840, time: 0.420, data: 0.019) G_GAN: 5.426 G_L1: 4.959 D_real: 0.001 D_fake: 0.213 +(epoch: 61, iters: 57940, time: 0.303, data: 0.020) G_GAN: 3.893 G_L1: 4.866 D_real: 0.095 D_fake: 0.085 +(epoch: 61, iters: 58040, time: 0.287, data: 0.022) G_GAN: 5.677 G_L1: 5.368 D_real: 0.022 D_fake: 0.012 +(epoch: 61, iters: 58140, time: 0.297, data: 0.018) G_GAN: 4.366 G_L1: 3.882 D_real: 0.020 D_fake: 0.067 +(epoch: 61, iters: 58240, time: 0.428, data: 0.018) G_GAN: 4.533 G_L1: 6.052 D_real: 0.018 D_fake: 0.379 +(epoch: 61, iters: 58340, time: 0.312, data: 0.021) G_GAN: 4.710 G_L1: 6.549 D_real: 0.525 D_fake: 0.034 +(epoch: 61, iters: 58440, time: 0.296, data: 0.019) G_GAN: 7.155 G_L1: 4.040 D_real: 0.025 D_fake: 0.013 +(epoch: 61, iters: 58540, time: 0.296, data: 0.025) G_GAN: 4.886 G_L1: 6.355 D_real: 0.046 D_fake: 0.088 +(epoch: 61, iters: 58640, time: 0.420, data: 0.019) G_GAN: 4.424 G_L1: 4.391 D_real: 1.065 D_fake: 0.170 +(epoch: 61, iters: 58740, time: 0.286, data: 0.031) G_GAN: 7.365 G_L1: 3.440 D_real: 1.472 D_fake: 0.002 +(epoch: 61, iters: 58840, time: 0.301, data: 0.018) G_GAN: 5.316 G_L1: 3.534 D_real: 0.173 D_fake: 0.035 +(epoch: 61, iters: 58940, time: 0.296, data: 0.018) G_GAN: 3.819 G_L1: 3.771 D_real: 0.231 D_fake: 0.054 +(epoch: 61, iters: 59040, time: 0.530, data: 0.018) G_GAN: 4.281 G_L1: 4.748 D_real: 0.004 D_fake: 0.401 +(epoch: 61, iters: 59140, time: 0.291, data: 0.020) G_GAN: 6.066 G_L1: 3.207 D_real: 0.015 D_fake: 0.073 +(epoch: 61, iters: 59240, time: 0.288, data: 0.018) G_GAN: 3.312 G_L1: 3.408 D_real: 0.341 D_fake: 0.120 +(epoch: 61, iters: 59340, time: 0.287, data: 0.018) G_GAN: 4.755 G_L1: 3.888 D_real: 0.041 D_fake: 0.814 +(epoch: 61, iters: 59440, time: 0.410, data: 0.018) G_GAN: 3.884 G_L1: 3.253 D_real: 0.009 D_fake: 0.171 +(epoch: 61, iters: 59540, time: 0.292, data: 0.018) G_GAN: 4.101 G_L1: 3.737 D_real: 0.220 D_fake: 0.032 +(epoch: 61, iters: 59640, time: 0.286, data: 0.017) G_GAN: 6.405 G_L1: 8.064 D_real: 0.003 D_fake: 0.037 +(epoch: 61, iters: 59740, time: 0.289, data: 0.018) G_GAN: 5.706 G_L1: 6.911 D_real: 0.023 D_fake: 0.022 +(epoch: 61, iters: 59840, time: 0.425, data: 0.017) G_GAN: 4.398 G_L1: 4.737 D_real: 0.129 D_fake: 0.063 +(epoch: 61, iters: 59940, time: 0.297, data: 0.018) G_GAN: 3.562 G_L1: 3.591 D_real: 0.039 D_fake: 0.115 +(epoch: 62, iters: 24, time: 0.290, data: 0.018) G_GAN: 4.992 G_L1: 4.510 D_real: 0.019 D_fake: 0.041 +(epoch: 62, iters: 124, time: 0.306, data: 0.018) G_GAN: 3.742 G_L1: 6.438 D_real: 0.317 D_fake: 0.029 +(epoch: 62, iters: 224, time: 0.619, data: 0.020) G_GAN: 5.497 G_L1: 5.681 D_real: 0.015 D_fake: 0.046 +(epoch: 62, iters: 324, time: 0.305, data: 0.021) G_GAN: 4.178 G_L1: 4.231 D_real: 0.047 D_fake: 0.093 +(epoch: 62, iters: 424, time: 0.292, data: 0.020) G_GAN: 5.203 G_L1: 3.646 D_real: 0.008 D_fake: 0.027 +(epoch: 62, iters: 524, time: 0.304, data: 0.019) G_GAN: 5.364 G_L1: 4.201 D_real: 0.001 D_fake: 0.023 +(epoch: 62, iters: 624, time: 0.402, data: 0.020) G_GAN: 4.975 G_L1: 3.769 D_real: 0.051 D_fake: 0.052 +(epoch: 62, iters: 724, time: 0.301, data: 0.020) G_GAN: 5.485 G_L1: 4.005 D_real: 0.012 D_fake: 0.021 +(epoch: 62, iters: 824, time: 0.305, data: 0.020) G_GAN: 5.843 G_L1: 6.459 D_real: 0.021 D_fake: 0.040 +(epoch: 62, iters: 924, time: 0.302, data: 0.020) G_GAN: 6.780 G_L1: 4.348 D_real: 0.072 D_fake: 0.021 +(epoch: 62, iters: 1024, time: 0.593, data: 0.020) G_GAN: 3.362 G_L1: 3.703 D_real: 0.237 D_fake: 0.093 +(epoch: 62, iters: 1124, time: 0.296, data: 0.018) G_GAN: 4.354 G_L1: 4.518 D_real: 0.061 D_fake: 0.093 +(epoch: 62, iters: 1224, time: 0.301, data: 0.019) G_GAN: 5.544 G_L1: 2.510 D_real: 0.006 D_fake: 0.042 +(epoch: 62, iters: 1324, time: 0.295, data: 0.019) G_GAN: 4.193 G_L1: 3.014 D_real: 0.066 D_fake: 0.039 +(epoch: 62, iters: 1424, time: 0.422, data: 0.019) G_GAN: 6.145 G_L1: 5.796 D_real: 0.197 D_fake: 0.017 +(epoch: 62, iters: 1524, time: 0.283, data: 0.019) G_GAN: 4.606 G_L1: 4.692 D_real: 0.072 D_fake: 0.164 +(epoch: 62, iters: 1624, time: 0.305, data: 0.020) G_GAN: 4.033 G_L1: 5.570 D_real: 0.186 D_fake: 0.049 +(epoch: 62, iters: 1724, time: 0.306, data: 0.020) G_GAN: 5.596 G_L1: 3.397 D_real: 0.009 D_fake: 0.020 +(epoch: 62, iters: 1824, time: 0.430, data: 0.026) G_GAN: 7.589 G_L1: 5.327 D_real: 0.001 D_fake: 0.035 +(epoch: 62, iters: 1924, time: 0.294, data: 0.020) G_GAN: 5.102 G_L1: 2.893 D_real: 0.038 D_fake: 0.094 +(epoch: 62, iters: 2024, time: 0.303, data: 0.019) G_GAN: 6.321 G_L1: 5.298 D_real: 0.012 D_fake: 0.014 +(epoch: 62, iters: 2124, time: 0.293, data: 0.019) G_GAN: 3.577 G_L1: 3.974 D_real: 0.023 D_fake: 0.113 +(epoch: 62, iters: 2224, time: 0.387, data: 0.020) G_GAN: 3.811 G_L1: 5.010 D_real: 0.683 D_fake: 0.366 +(epoch: 62, iters: 2324, time: 0.295, data: 0.020) G_GAN: 7.633 G_L1: 4.138 D_real: 0.000 D_fake: 0.014 +(epoch: 62, iters: 2424, time: 0.306, data: 0.020) G_GAN: 5.164 G_L1: 3.505 D_real: 0.059 D_fake: 0.042 +(epoch: 62, iters: 2524, time: 0.299, data: 0.019) G_GAN: 4.459 G_L1: 3.588 D_real: 0.080 D_fake: 0.058 +(epoch: 62, iters: 2624, time: 0.409, data: 0.025) G_GAN: 5.103 G_L1: 4.844 D_real: 0.248 D_fake: 0.047 +(epoch: 62, iters: 2724, time: 0.299, data: 0.020) G_GAN: 6.897 G_L1: 4.079 D_real: 0.003 D_fake: 0.005 +(epoch: 62, iters: 2824, time: 0.297, data: 0.020) G_GAN: 6.573 G_L1: 4.067 D_real: 0.000 D_fake: 0.049 +(epoch: 62, iters: 2924, time: 0.296, data: 0.018) G_GAN: 4.281 G_L1: 2.905 D_real: 0.102 D_fake: 0.071 +(epoch: 62, iters: 3024, time: 0.588, data: 0.019) G_GAN: 3.683 G_L1: 3.012 D_real: 0.005 D_fake: 0.107 +(epoch: 62, iters: 3124, time: 0.294, data: 0.019) G_GAN: 4.777 G_L1: 2.418 D_real: 0.533 D_fake: 0.066 +(epoch: 62, iters: 3224, time: 0.295, data: 0.019) G_GAN: 3.749 G_L1: 2.940 D_real: 0.076 D_fake: 0.075 +(epoch: 62, iters: 3324, time: 0.291, data: 0.018) G_GAN: 3.499 G_L1: 3.296 D_real: 0.040 D_fake: 0.151 +(epoch: 62, iters: 3424, time: 0.414, data: 0.019) G_GAN: 2.808 G_L1: 3.076 D_real: 0.107 D_fake: 0.144 +(epoch: 62, iters: 3524, time: 0.304, data: 0.020) G_GAN: 3.958 G_L1: 3.497 D_real: 0.005 D_fake: 0.203 +(epoch: 62, iters: 3624, time: 0.299, data: 0.020) G_GAN: 2.899 G_L1: 3.299 D_real: 0.023 D_fake: 0.315 +(epoch: 62, iters: 3724, time: 0.298, data: 0.020) G_GAN: 3.446 G_L1: 3.269 D_real: 0.073 D_fake: 0.299 +(epoch: 62, iters: 3824, time: 0.408, data: 0.018) G_GAN: 3.585 G_L1: 4.917 D_real: 0.690 D_fake: 0.320 +(epoch: 62, iters: 3924, time: 0.297, data: 0.018) G_GAN: 5.908 G_L1: 2.606 D_real: 0.038 D_fake: 0.013 +(epoch: 62, iters: 4024, time: 0.299, data: 0.020) G_GAN: 5.155 G_L1: 4.511 D_real: 0.018 D_fake: 0.109 +(epoch: 62, iters: 4124, time: 0.301, data: 0.019) G_GAN: 4.179 G_L1: 3.441 D_real: 0.029 D_fake: 0.240 +(epoch: 62, iters: 4224, time: 0.409, data: 0.019) G_GAN: 5.199 G_L1: 4.309 D_real: 0.069 D_fake: 0.027 +(epoch: 62, iters: 4324, time: 0.290, data: 0.019) G_GAN: 3.970 G_L1: 3.463 D_real: 0.137 D_fake: 0.047 +(epoch: 62, iters: 4424, time: 0.305, data: 0.019) G_GAN: 4.033 G_L1: 3.572 D_real: 0.212 D_fake: 0.067 +(epoch: 62, iters: 4524, time: 0.295, data: 0.019) G_GAN: 3.758 G_L1: 3.192 D_real: 0.061 D_fake: 0.079 +(epoch: 62, iters: 4624, time: 0.400, data: 0.016) G_GAN: 3.899 G_L1: 3.398 D_real: 0.003 D_fake: 0.127 +(epoch: 62, iters: 4724, time: 0.303, data: 0.017) G_GAN: 5.749 G_L1: 5.901 D_real: 0.000 D_fake: 0.049 +(epoch: 62, iters: 4824, time: 0.286, data: 0.018) G_GAN: 4.143 G_L1: 3.978 D_real: 0.000 D_fake: 0.133 +(epoch: 62, iters: 4924, time: 0.302, data: 0.016) G_GAN: 2.885 G_L1: 3.813 D_real: 0.313 D_fake: 0.087 +(epoch: 62, iters: 5024, time: 0.579, data: 0.018) G_GAN: 5.942 G_L1: 4.585 D_real: 0.068 D_fake: 0.059 +(epoch: 62, iters: 5124, time: 0.294, data: 0.017) G_GAN: 4.147 G_L1: 3.672 D_real: 0.134 D_fake: 0.025 +(epoch: 62, iters: 5224, time: 0.288, data: 0.027) G_GAN: 5.455 G_L1: 3.475 D_real: 0.103 D_fake: 0.021 +(epoch: 62, iters: 5324, time: 0.297, data: 0.016) G_GAN: 3.419 G_L1: 3.462 D_real: 0.027 D_fake: 0.353 +(epoch: 62, iters: 5424, time: 0.386, data: 0.017) G_GAN: 4.811 G_L1: 4.070 D_real: 0.162 D_fake: 0.031 +(epoch: 62, iters: 5524, time: 0.296, data: 0.018) G_GAN: 3.159 G_L1: 4.723 D_real: 1.023 D_fake: 0.028 +(epoch: 62, iters: 5624, time: 0.289, data: 0.017) G_GAN: 5.037 G_L1: 3.959 D_real: 0.125 D_fake: 0.021 +(epoch: 62, iters: 5724, time: 0.296, data: 0.017) G_GAN: 5.089 G_L1: 4.057 D_real: 0.004 D_fake: 0.019 +(epoch: 62, iters: 5824, time: 0.415, data: 0.018) G_GAN: 7.475 G_L1: 4.187 D_real: 0.018 D_fake: 0.007 +(epoch: 62, iters: 5924, time: 0.299, data: 0.017) G_GAN: 4.226 G_L1: 2.970 D_real: 0.090 D_fake: 0.062 +(epoch: 62, iters: 6024, time: 0.304, data: 0.017) G_GAN: 4.212 G_L1: 6.572 D_real: 0.020 D_fake: 0.168 +(epoch: 62, iters: 6124, time: 0.296, data: 0.019) G_GAN: 4.052 G_L1: 3.602 D_real: 0.038 D_fake: 0.066 +(epoch: 62, iters: 6224, time: 0.406, data: 0.019) G_GAN: 6.743 G_L1: 4.785 D_real: 0.153 D_fake: 0.016 +(epoch: 62, iters: 6324, time: 0.298, data: 0.019) G_GAN: 5.083 G_L1: 3.307 D_real: 0.013 D_fake: 0.012 +(epoch: 62, iters: 6424, time: 0.305, data: 0.017) G_GAN: 6.270 G_L1: 5.463 D_real: 0.190 D_fake: 0.015 +(epoch: 62, iters: 6524, time: 0.287, data: 0.019) G_GAN: 3.561 G_L1: 4.180 D_real: 0.691 D_fake: 0.085 +(epoch: 62, iters: 6624, time: 0.424, data: 0.017) G_GAN: 5.013 G_L1: 3.371 D_real: 0.100 D_fake: 0.024 +(epoch: 62, iters: 6724, time: 0.298, data: 0.019) G_GAN: 5.660 G_L1: 7.221 D_real: 0.002 D_fake: 0.093 +(epoch: 62, iters: 6824, time: 0.289, data: 0.019) G_GAN: 2.786 G_L1: 3.240 D_real: 0.054 D_fake: 0.286 +(epoch: 62, iters: 6924, time: 0.290, data: 0.017) G_GAN: 3.924 G_L1: 2.109 D_real: 0.079 D_fake: 0.082 +(epoch: 62, iters: 7024, time: 0.580, data: 0.017) G_GAN: 4.599 G_L1: 4.672 D_real: 0.276 D_fake: 0.039 +(epoch: 62, iters: 7124, time: 0.303, data: 0.017) G_GAN: 4.896 G_L1: 2.292 D_real: 0.112 D_fake: 0.074 +(epoch: 62, iters: 7224, time: 0.304, data: 0.019) G_GAN: 4.826 G_L1: 3.781 D_real: 0.051 D_fake: 0.105 +(epoch: 62, iters: 7324, time: 0.288, data: 0.023) G_GAN: 4.002 G_L1: 4.303 D_real: 0.721 D_fake: 0.055 +(epoch: 62, iters: 7424, time: 0.414, data: 0.018) G_GAN: 5.619 G_L1: 5.513 D_real: 0.103 D_fake: 0.149 +(epoch: 62, iters: 7524, time: 0.298, data: 0.018) G_GAN: 5.928 G_L1: 3.551 D_real: 0.105 D_fake: 0.262 +(epoch: 62, iters: 7624, time: 0.287, data: 0.017) G_GAN: 6.229 G_L1: 3.993 D_real: 0.007 D_fake: 0.022 +(epoch: 62, iters: 7724, time: 0.288, data: 0.016) G_GAN: 6.719 G_L1: 2.998 D_real: 0.483 D_fake: 0.003 +(epoch: 62, iters: 7824, time: 0.405, data: 0.016) G_GAN: 7.681 G_L1: 4.082 D_real: 0.025 D_fake: 0.024 +(epoch: 62, iters: 7924, time: 0.300, data: 0.018) G_GAN: 4.326 G_L1: 3.965 D_real: 0.005 D_fake: 0.767 +(epoch: 62, iters: 8024, time: 0.297, data: 0.018) G_GAN: 8.403 G_L1: 5.111 D_real: 0.030 D_fake: 0.010 +(epoch: 62, iters: 8124, time: 0.296, data: 0.019) G_GAN: 2.905 G_L1: 4.968 D_real: 0.941 D_fake: 0.149 +(epoch: 62, iters: 8224, time: 0.405, data: 0.019) G_GAN: 5.830 G_L1: 7.104 D_real: 0.035 D_fake: 0.016 +(epoch: 62, iters: 8324, time: 0.303, data: 0.017) G_GAN: 3.748 G_L1: 2.956 D_real: 0.001 D_fake: 0.321 +(epoch: 62, iters: 8424, time: 0.295, data: 0.020) G_GAN: 4.755 G_L1: 3.085 D_real: 0.224 D_fake: 0.020 +(epoch: 62, iters: 8524, time: 0.296, data: 0.018) G_GAN: 4.875 G_L1: 5.217 D_real: 0.069 D_fake: 0.038 +(epoch: 62, iters: 8624, time: 0.414, data: 0.018) G_GAN: 4.359 G_L1: 4.286 D_real: 0.015 D_fake: 0.165 +(epoch: 62, iters: 8724, time: 0.295, data: 0.018) G_GAN: 4.778 G_L1: 2.732 D_real: 0.053 D_fake: 0.023 +(epoch: 62, iters: 8824, time: 0.304, data: 0.020) G_GAN: 4.849 G_L1: 4.376 D_real: 0.000 D_fake: 0.149 +(epoch: 62, iters: 8924, time: 0.303, data: 0.024) G_GAN: 5.458 G_L1: 3.669 D_real: 0.030 D_fake: 0.037 +(epoch: 62, iters: 9024, time: 0.574, data: 0.019) G_GAN: 4.697 G_L1: 4.273 D_real: 0.025 D_fake: 0.109 +(epoch: 62, iters: 9124, time: 0.291, data: 0.019) G_GAN: 4.717 G_L1: 4.626 D_real: 0.026 D_fake: 0.081 +(epoch: 62, iters: 9224, time: 0.304, data: 0.019) G_GAN: 3.627 G_L1: 5.116 D_real: 0.118 D_fake: 0.143 +(epoch: 62, iters: 9324, time: 0.295, data: 0.020) G_GAN: 4.640 G_L1: 4.946 D_real: 0.010 D_fake: 0.082 +(epoch: 62, iters: 9424, time: 0.414, data: 0.019) G_GAN: 4.476 G_L1: 3.590 D_real: 0.081 D_fake: 0.088 +(epoch: 62, iters: 9524, time: 0.297, data: 0.017) G_GAN: 4.242 G_L1: 4.416 D_real: 0.001 D_fake: 0.072 +(epoch: 62, iters: 9624, time: 0.300, data: 0.019) G_GAN: 4.667 G_L1: 3.621 D_real: 0.038 D_fake: 0.110 +(epoch: 62, iters: 9724, time: 0.287, data: 0.019) G_GAN: 5.731 G_L1: 5.507 D_real: 0.187 D_fake: 0.086 +(epoch: 62, iters: 9824, time: 0.416, data: 0.018) G_GAN: 3.863 G_L1: 4.428 D_real: 0.006 D_fake: 0.489 +(epoch: 62, iters: 9924, time: 0.295, data: 0.019) G_GAN: 3.674 G_L1: 3.289 D_real: 0.087 D_fake: 0.090 +(epoch: 62, iters: 10024, time: 0.293, data: 0.018) G_GAN: 7.389 G_L1: 5.267 D_real: 0.286 D_fake: 0.001 +(epoch: 62, iters: 10124, time: 0.288, data: 0.019) G_GAN: 5.127 G_L1: 3.849 D_real: 0.029 D_fake: 0.016 +(epoch: 62, iters: 10224, time: 0.400, data: 0.017) G_GAN: 4.910 G_L1: 3.960 D_real: 0.003 D_fake: 0.029 +(epoch: 62, iters: 10324, time: 0.298, data: 0.017) G_GAN: 7.463 G_L1: 4.511 D_real: 0.048 D_fake: 0.018 +(epoch: 62, iters: 10424, time: 0.301, data: 0.017) G_GAN: 5.008 G_L1: 5.247 D_real: 0.003 D_fake: 0.208 +(epoch: 62, iters: 10524, time: 0.288, data: 0.018) G_GAN: 3.457 G_L1: 3.437 D_real: 1.127 D_fake: 0.011 +(epoch: 62, iters: 10624, time: 0.414, data: 0.019) G_GAN: 5.050 G_L1: 3.761 D_real: 0.205 D_fake: 0.051 +(epoch: 62, iters: 10724, time: 0.296, data: 0.017) G_GAN: 5.019 G_L1: 3.721 D_real: 0.022 D_fake: 0.083 +(epoch: 62, iters: 10824, time: 0.293, data: 0.019) G_GAN: 5.095 G_L1: 3.913 D_real: 0.003 D_fake: 0.030 +(epoch: 62, iters: 10924, time: 0.288, data: 0.019) G_GAN: 4.409 G_L1: 3.566 D_real: 0.121 D_fake: 0.295 +(epoch: 62, iters: 11024, time: 0.571, data: 0.018) G_GAN: 4.142 G_L1: 4.165 D_real: 0.129 D_fake: 0.092 +(epoch: 62, iters: 11124, time: 0.296, data: 0.018) G_GAN: 4.841 G_L1: 3.284 D_real: 0.007 D_fake: 0.066 +(epoch: 62, iters: 11224, time: 0.302, data: 0.018) G_GAN: 6.414 G_L1: 4.889 D_real: 0.004 D_fake: 0.010 +(epoch: 62, iters: 11324, time: 0.291, data: 0.019) G_GAN: 3.479 G_L1: 4.297 D_real: 0.037 D_fake: 0.140 +(epoch: 62, iters: 11424, time: 0.366, data: 0.018) G_GAN: 4.170 G_L1: 3.517 D_real: 0.128 D_fake: 0.074 +(epoch: 62, iters: 11524, time: 0.294, data: 0.018) G_GAN: 5.998 G_L1: 6.712 D_real: 0.051 D_fake: 0.028 +(epoch: 62, iters: 11624, time: 0.299, data: 0.022) G_GAN: 5.398 G_L1: 5.584 D_real: 0.000 D_fake: 0.075 +(epoch: 62, iters: 11724, time: 0.299, data: 0.018) G_GAN: 4.182 G_L1: 4.708 D_real: 0.474 D_fake: 0.099 +(epoch: 62, iters: 11824, time: 0.409, data: 0.022) G_GAN: 4.395 G_L1: 3.000 D_real: 0.148 D_fake: 0.039 +(epoch: 62, iters: 11924, time: 0.288, data: 0.018) G_GAN: 5.320 G_L1: 4.424 D_real: 0.063 D_fake: 0.076 +(epoch: 62, iters: 12024, time: 0.309, data: 0.016) G_GAN: 3.565 G_L1: 3.542 D_real: 0.042 D_fake: 0.109 +(epoch: 62, iters: 12124, time: 0.293, data: 0.021) G_GAN: 5.121 G_L1: 6.311 D_real: 0.102 D_fake: 0.016 +(epoch: 62, iters: 12224, time: 0.419, data: 0.021) G_GAN: 7.343 G_L1: 4.088 D_real: 0.009 D_fake: 0.004 +(epoch: 62, iters: 12324, time: 0.297, data: 0.019) G_GAN: 4.668 G_L1: 4.019 D_real: 0.048 D_fake: 0.220 +(epoch: 62, iters: 12424, time: 0.297, data: 0.019) G_GAN: 4.614 G_L1: 3.308 D_real: 0.033 D_fake: 0.098 +(epoch: 62, iters: 12524, time: 0.298, data: 0.019) G_GAN: 4.493 G_L1: 4.829 D_real: 0.098 D_fake: 0.190 +(epoch: 62, iters: 12624, time: 0.413, data: 0.019) G_GAN: 4.972 G_L1: 4.052 D_real: 0.014 D_fake: 0.018 +(epoch: 62, iters: 12724, time: 0.290, data: 0.019) G_GAN: 3.917 G_L1: 3.878 D_real: 0.001 D_fake: 0.096 +(epoch: 62, iters: 12824, time: 0.261, data: 0.019) G_GAN: 3.907 G_L1: 3.627 D_real: 0.018 D_fake: 0.168 +(epoch: 62, iters: 12924, time: 0.287, data: 0.021) G_GAN: 4.305 G_L1: 3.537 D_real: 0.144 D_fake: 0.026 +(epoch: 62, iters: 13024, time: 0.606, data: 0.018) G_GAN: 4.061 G_L1: 3.553 D_real: 0.096 D_fake: 0.267 +(epoch: 62, iters: 13124, time: 0.288, data: 0.018) G_GAN: 4.502 G_L1: 3.847 D_real: 0.048 D_fake: 0.044 +(epoch: 62, iters: 13224, time: 0.296, data: 0.019) G_GAN: 5.195 G_L1: 4.132 D_real: 0.003 D_fake: 0.017 +(epoch: 62, iters: 13324, time: 0.298, data: 0.020) G_GAN: 3.812 G_L1: 3.281 D_real: 0.002 D_fake: 0.181 +(epoch: 62, iters: 13424, time: 0.414, data: 0.019) G_GAN: 5.089 G_L1: 3.514 D_real: 0.062 D_fake: 0.041 +(epoch: 62, iters: 13524, time: 0.299, data: 0.024) G_GAN: 5.013 G_L1: 3.902 D_real: 0.106 D_fake: 0.024 +(epoch: 62, iters: 13624, time: 0.302, data: 0.019) G_GAN: 5.415 G_L1: 4.759 D_real: 0.000 D_fake: 0.035 +(epoch: 62, iters: 13724, time: 0.296, data: 0.018) G_GAN: 6.388 G_L1: 4.481 D_real: 0.028 D_fake: 0.009 +(epoch: 62, iters: 13824, time: 0.421, data: 0.019) G_GAN: 7.284 G_L1: 4.405 D_real: 0.303 D_fake: 0.012 +(epoch: 62, iters: 13924, time: 0.302, data: 0.018) G_GAN: 6.583 G_L1: 2.952 D_real: 0.000 D_fake: 0.012 +(epoch: 62, iters: 14024, time: 0.286, data: 0.019) G_GAN: 5.399 G_L1: 4.486 D_real: 0.002 D_fake: 0.014 +(epoch: 62, iters: 14124, time: 0.299, data: 0.018) G_GAN: 8.550 G_L1: 5.682 D_real: 0.001 D_fake: 0.020 +(epoch: 62, iters: 14224, time: 0.410, data: 0.025) G_GAN: 6.457 G_L1: 3.964 D_real: 0.076 D_fake: 0.004 +(epoch: 62, iters: 14324, time: 0.302, data: 0.018) G_GAN: 5.690 G_L1: 4.190 D_real: 0.011 D_fake: 0.010 +(epoch: 62, iters: 14424, time: 0.283, data: 0.018) G_GAN: 6.483 G_L1: 4.646 D_real: 0.013 D_fake: 0.083 +(epoch: 62, iters: 14524, time: 0.300, data: 0.015) G_GAN: 5.244 G_L1: 4.655 D_real: 0.006 D_fake: 0.039 +(epoch: 62, iters: 14624, time: 0.391, data: 0.018) G_GAN: 5.742 G_L1: 4.609 D_real: 0.019 D_fake: 0.011 +(epoch: 62, iters: 14724, time: 0.301, data: 0.016) G_GAN: 5.316 G_L1: 6.938 D_real: 0.008 D_fake: 0.066 +(epoch: 62, iters: 14824, time: 0.293, data: 0.018) G_GAN: 4.137 G_L1: 2.961 D_real: 0.009 D_fake: 0.213 +(epoch: 62, iters: 14924, time: 0.293, data: 0.017) G_GAN: 5.484 G_L1: 3.068 D_real: 0.006 D_fake: 0.041 +(epoch: 62, iters: 15024, time: 0.615, data: 0.017) G_GAN: 7.516 G_L1: 8.355 D_real: 0.003 D_fake: 0.004 +(epoch: 62, iters: 15124, time: 0.302, data: 0.019) G_GAN: 4.700 G_L1: 4.056 D_real: 0.021 D_fake: 0.033 +(epoch: 62, iters: 15224, time: 0.288, data: 0.018) G_GAN: 5.095 G_L1: 3.688 D_real: 0.026 D_fake: 0.036 +(epoch: 62, iters: 15324, time: 0.281, data: 0.018) G_GAN: 4.200 G_L1: 6.149 D_real: 0.008 D_fake: 0.218 +(epoch: 62, iters: 15424, time: 0.413, data: 0.017) G_GAN: 6.435 G_L1: 3.819 D_real: 0.001 D_fake: 0.056 +(epoch: 62, iters: 15524, time: 0.280, data: 0.017) G_GAN: 6.276 G_L1: 4.723 D_real: 0.102 D_fake: 0.032 +(epoch: 62, iters: 15624, time: 0.291, data: 0.016) G_GAN: 8.754 G_L1: 3.059 D_real: 0.010 D_fake: 0.006 +(epoch: 62, iters: 15724, time: 0.289, data: 0.016) G_GAN: 4.844 G_L1: 2.894 D_real: 0.018 D_fake: 0.075 +(epoch: 62, iters: 15824, time: 0.413, data: 0.019) G_GAN: 5.666 G_L1: 4.101 D_real: 0.030 D_fake: 0.020 +(epoch: 62, iters: 15924, time: 0.287, data: 0.017) G_GAN: 7.431 G_L1: 4.786 D_real: 0.036 D_fake: 0.010 +(epoch: 62, iters: 16024, time: 0.296, data: 0.020) G_GAN: 5.148 G_L1: 4.673 D_real: 0.003 D_fake: 0.027 +(epoch: 62, iters: 16124, time: 0.278, data: 0.020) G_GAN: 7.211 G_L1: 5.904 D_real: 0.017 D_fake: 0.006 +(epoch: 62, iters: 16224, time: 0.404, data: 0.016) G_GAN: 4.454 G_L1: 4.147 D_real: 0.330 D_fake: 0.076 +(epoch: 62, iters: 16324, time: 0.302, data: 0.020) G_GAN: 4.916 G_L1: 4.204 D_real: 0.609 D_fake: 0.054 +(epoch: 62, iters: 16424, time: 0.302, data: 0.019) G_GAN: 4.073 G_L1: 3.519 D_real: 0.032 D_fake: 0.082 +(epoch: 62, iters: 16524, time: 0.299, data: 0.019) G_GAN: 4.763 G_L1: 4.629 D_real: 0.038 D_fake: 0.029 +(epoch: 62, iters: 16624, time: 0.411, data: 0.018) G_GAN: 4.130 G_L1: 5.677 D_real: 0.023 D_fake: 0.088 +(epoch: 62, iters: 16724, time: 0.301, data: 0.017) G_GAN: 4.757 G_L1: 4.442 D_real: 0.104 D_fake: 0.133 +(epoch: 62, iters: 16824, time: 0.291, data: 0.020) G_GAN: 5.166 G_L1: 5.470 D_real: 0.003 D_fake: 0.017 +(epoch: 62, iters: 16924, time: 0.303, data: 0.016) G_GAN: 3.195 G_L1: 4.359 D_real: 0.597 D_fake: 0.120 +(epoch: 62, iters: 17024, time: 0.587, data: 0.019) G_GAN: 6.352 G_L1: 4.244 D_real: 0.414 D_fake: 0.002 +(epoch: 62, iters: 17124, time: 0.300, data: 0.020) G_GAN: 4.698 G_L1: 2.948 D_real: 0.098 D_fake: 0.027 +(epoch: 62, iters: 17224, time: 0.284, data: 0.019) G_GAN: 4.908 G_L1: 3.833 D_real: 0.443 D_fake: 0.009 +(epoch: 62, iters: 17324, time: 0.302, data: 0.016) G_GAN: 4.230 G_L1: 5.010 D_real: 0.079 D_fake: 0.354 +(epoch: 62, iters: 17424, time: 0.378, data: 0.019) G_GAN: 8.204 G_L1: 6.958 D_real: 0.012 D_fake: 0.022 +(epoch: 62, iters: 17524, time: 0.300, data: 0.018) G_GAN: 4.907 G_L1: 3.636 D_real: 0.017 D_fake: 0.118 +(epoch: 62, iters: 17624, time: 0.298, data: 0.019) G_GAN: 4.293 G_L1: 4.840 D_real: 0.092 D_fake: 0.061 +(epoch: 62, iters: 17724, time: 0.287, data: 0.018) G_GAN: 5.443 G_L1: 6.229 D_real: 0.002 D_fake: 0.082 +(epoch: 62, iters: 17824, time: 0.414, data: 0.017) G_GAN: 3.268 G_L1: 3.501 D_real: 0.517 D_fake: 0.023 +(epoch: 62, iters: 17924, time: 0.289, data: 0.019) G_GAN: 4.303 G_L1: 4.156 D_real: 0.137 D_fake: 0.028 +(epoch: 62, iters: 18024, time: 0.300, data: 0.017) G_GAN: 5.139 G_L1: 7.554 D_real: 0.007 D_fake: 0.069 +(epoch: 62, iters: 18124, time: 0.294, data: 0.018) G_GAN: 4.915 G_L1: 3.756 D_real: 0.195 D_fake: 0.011 +(epoch: 62, iters: 18224, time: 0.406, data: 0.022) G_GAN: 3.746 G_L1: 2.963 D_real: 0.040 D_fake: 0.094 +(epoch: 62, iters: 18324, time: 0.288, data: 0.017) G_GAN: 6.109 G_L1: 3.148 D_real: 0.163 D_fake: 0.008 +(epoch: 62, iters: 18424, time: 0.297, data: 0.017) G_GAN: 7.378 G_L1: 4.811 D_real: 0.019 D_fake: 0.012 +(epoch: 62, iters: 18524, time: 0.290, data: 0.018) G_GAN: 8.215 G_L1: 6.739 D_real: 0.068 D_fake: 0.197 +(epoch: 62, iters: 18624, time: 0.413, data: 0.018) G_GAN: 5.003 G_L1: 3.550 D_real: 0.071 D_fake: 0.031 +(epoch: 62, iters: 18724, time: 0.284, data: 0.017) G_GAN: 3.176 G_L1: 2.963 D_real: 0.184 D_fake: 0.296 +(epoch: 62, iters: 18824, time: 0.296, data: 0.016) G_GAN: 4.532 G_L1: 4.772 D_real: 0.044 D_fake: 0.060 +(epoch: 62, iters: 18924, time: 0.294, data: 0.018) G_GAN: 7.810 G_L1: 4.753 D_real: 0.004 D_fake: 0.007 +(epoch: 62, iters: 19024, time: 0.608, data: 0.018) G_GAN: 5.214 G_L1: 3.578 D_real: 0.286 D_fake: 0.038 +(epoch: 62, iters: 19124, time: 0.295, data: 0.019) G_GAN: 6.318 G_L1: 6.985 D_real: 0.029 D_fake: 0.007 +(epoch: 62, iters: 19224, time: 0.308, data: 0.019) G_GAN: 3.772 G_L1: 3.853 D_real: 0.003 D_fake: 0.120 +(epoch: 62, iters: 19324, time: 0.295, data: 0.019) G_GAN: 6.405 G_L1: 4.996 D_real: 0.008 D_fake: 0.042 +(epoch: 62, iters: 19424, time: 0.422, data: 0.018) G_GAN: 4.853 G_L1: 4.475 D_real: 0.011 D_fake: 0.093 +(epoch: 62, iters: 19524, time: 0.300, data: 0.019) G_GAN: 6.422 G_L1: 3.004 D_real: 0.050 D_fake: 0.043 +(epoch: 62, iters: 19624, time: 0.306, data: 0.021) G_GAN: 5.161 G_L1: 3.663 D_real: 0.124 D_fake: 0.068 +(epoch: 62, iters: 19724, time: 0.294, data: 0.019) G_GAN: 5.401 G_L1: 5.579 D_real: 0.019 D_fake: 0.032 +(epoch: 62, iters: 19824, time: 0.399, data: 0.018) G_GAN: 4.631 G_L1: 3.503 D_real: 0.081 D_fake: 0.018 +(epoch: 62, iters: 19924, time: 0.287, data: 0.019) G_GAN: 5.787 G_L1: 2.686 D_real: 0.065 D_fake: 0.025 +(epoch: 62, iters: 20024, time: 0.301, data: 0.018) G_GAN: 6.087 G_L1: 3.615 D_real: 0.006 D_fake: 0.113 +(epoch: 62, iters: 20124, time: 0.301, data: 0.019) G_GAN: 7.345 G_L1: 5.132 D_real: 0.007 D_fake: 0.021 +(epoch: 62, iters: 20224, time: 0.419, data: 0.018) G_GAN: 4.122 G_L1: 4.466 D_real: 0.074 D_fake: 0.061 +(epoch: 62, iters: 20324, time: 0.301, data: 0.018) G_GAN: 4.863 G_L1: 3.222 D_real: 0.070 D_fake: 0.033 +(epoch: 62, iters: 20424, time: 0.290, data: 0.016) G_GAN: 4.485 G_L1: 3.415 D_real: 0.419 D_fake: 0.019 +(epoch: 62, iters: 20524, time: 0.301, data: 0.017) G_GAN: 6.152 G_L1: 3.895 D_real: 0.728 D_fake: 0.015 +(epoch: 62, iters: 20624, time: 0.426, data: 0.018) G_GAN: 8.764 G_L1: 5.151 D_real: 0.167 D_fake: 0.003 +(epoch: 62, iters: 20724, time: 0.298, data: 0.019) G_GAN: 4.287 G_L1: 4.038 D_real: 0.184 D_fake: 0.043 +(epoch: 62, iters: 20824, time: 0.296, data: 0.018) G_GAN: 3.958 G_L1: 3.020 D_real: 0.021 D_fake: 0.104 +(epoch: 62, iters: 20924, time: 0.298, data: 0.018) G_GAN: 2.951 G_L1: 3.588 D_real: 0.756 D_fake: 0.053 +(epoch: 62, iters: 21024, time: 0.614, data: 0.018) G_GAN: 5.677 G_L1: 4.241 D_real: 0.028 D_fake: 0.036 +(epoch: 62, iters: 21124, time: 0.304, data: 0.017) G_GAN: 3.498 G_L1: 3.721 D_real: 0.406 D_fake: 0.147 +(epoch: 62, iters: 21224, time: 0.299, data: 0.019) G_GAN: 5.776 G_L1: 3.605 D_real: 0.148 D_fake: 0.067 +(epoch: 62, iters: 21324, time: 0.286, data: 0.017) G_GAN: 6.427 G_L1: 6.891 D_real: 0.357 D_fake: 0.003 +(epoch: 62, iters: 21424, time: 0.406, data: 0.018) G_GAN: 6.304 G_L1: 4.476 D_real: 0.003 D_fake: 0.071 +(epoch: 62, iters: 21524, time: 0.296, data: 0.019) G_GAN: 6.084 G_L1: 3.964 D_real: 0.003 D_fake: 0.052 +(epoch: 62, iters: 21624, time: 0.301, data: 0.018) G_GAN: 5.524 G_L1: 6.518 D_real: 0.007 D_fake: 0.022 +(epoch: 62, iters: 21724, time: 0.298, data: 0.019) G_GAN: 4.045 G_L1: 5.047 D_real: 0.053 D_fake: 0.052 +(epoch: 62, iters: 21824, time: 0.418, data: 0.019) G_GAN: 7.300 G_L1: 3.795 D_real: 0.115 D_fake: 0.002 +(epoch: 62, iters: 21924, time: 0.293, data: 0.019) G_GAN: 6.182 G_L1: 3.112 D_real: 0.001 D_fake: 0.010 +(epoch: 62, iters: 22024, time: 0.305, data: 0.017) G_GAN: 5.565 G_L1: 5.335 D_real: 0.003 D_fake: 0.468 +(epoch: 62, iters: 22124, time: 0.301, data: 0.018) G_GAN: 2.758 G_L1: 2.902 D_real: 0.183 D_fake: 0.216 +(epoch: 62, iters: 22224, time: 0.411, data: 0.018) G_GAN: 5.053 G_L1: 3.906 D_real: 0.154 D_fake: 0.022 +(epoch: 62, iters: 22324, time: 0.297, data: 0.017) G_GAN: 5.078 G_L1: 2.943 D_real: 0.017 D_fake: 0.057 +(epoch: 62, iters: 22424, time: 0.302, data: 0.018) G_GAN: 3.632 G_L1: 4.749 D_real: 0.205 D_fake: 0.023 +(epoch: 62, iters: 22524, time: 0.283, data: 0.018) G_GAN: 4.310 G_L1: 4.092 D_real: 0.002 D_fake: 0.171 +(epoch: 62, iters: 22624, time: 0.398, data: 0.016) G_GAN: 4.308 G_L1: 4.111 D_real: 0.054 D_fake: 0.326 +(epoch: 62, iters: 22724, time: 0.301, data: 0.018) G_GAN: 4.857 G_L1: 4.099 D_real: 0.012 D_fake: 0.140 +(epoch: 62, iters: 22824, time: 0.293, data: 0.018) G_GAN: 4.680 G_L1: 3.795 D_real: 0.000 D_fake: 0.070 +(epoch: 62, iters: 22924, time: 0.302, data: 0.017) G_GAN: 6.839 G_L1: 4.611 D_real: 0.023 D_fake: 0.065 +(epoch: 62, iters: 23024, time: 0.599, data: 0.019) G_GAN: 4.742 G_L1: 3.744 D_real: 0.001 D_fake: 0.074 +(epoch: 62, iters: 23124, time: 0.295, data: 0.018) G_GAN: 6.305 G_L1: 4.324 D_real: 0.001 D_fake: 0.049 +(epoch: 62, iters: 23224, time: 0.292, data: 0.018) G_GAN: 6.980 G_L1: 3.817 D_real: 0.151 D_fake: 0.026 +(epoch: 62, iters: 23324, time: 0.278, data: 0.020) G_GAN: 4.482 G_L1: 3.168 D_real: 0.013 D_fake: 0.086 +(epoch: 62, iters: 23424, time: 0.382, data: 0.018) G_GAN: 7.196 G_L1: 4.822 D_real: 0.009 D_fake: 0.013 +(epoch: 62, iters: 23524, time: 0.302, data: 0.018) G_GAN: 2.376 G_L1: 3.507 D_real: 0.438 D_fake: 0.064 +(epoch: 62, iters: 23624, time: 0.289, data: 0.021) G_GAN: 6.656 G_L1: 6.287 D_real: 0.022 D_fake: 0.009 +(epoch: 62, iters: 23724, time: 0.298, data: 0.020) G_GAN: 5.265 G_L1: 5.731 D_real: 0.001 D_fake: 0.048 +(epoch: 62, iters: 23824, time: 0.423, data: 0.017) G_GAN: 4.338 G_L1: 5.041 D_real: 0.011 D_fake: 0.041 +(epoch: 62, iters: 23924, time: 0.300, data: 0.019) G_GAN: 5.374 G_L1: 3.678 D_real: 0.003 D_fake: 0.125 +(epoch: 62, iters: 24024, time: 0.297, data: 0.019) G_GAN: 4.579 G_L1: 4.379 D_real: 0.116 D_fake: 0.125 +(epoch: 62, iters: 24124, time: 0.303, data: 0.018) G_GAN: 4.895 G_L1: 3.043 D_real: 0.228 D_fake: 0.087 +(epoch: 62, iters: 24224, time: 0.424, data: 0.020) G_GAN: 4.789 G_L1: 3.764 D_real: 0.000 D_fake: 0.057 +(epoch: 62, iters: 24324, time: 0.302, data: 0.020) G_GAN: 4.947 G_L1: 5.118 D_real: 0.087 D_fake: 0.031 +(epoch: 62, iters: 24424, time: 0.298, data: 0.021) G_GAN: 7.749 G_L1: 5.248 D_real: 0.004 D_fake: 0.135 +(epoch: 62, iters: 24524, time: 0.294, data: 0.019) G_GAN: 5.101 G_L1: 4.492 D_real: 0.632 D_fake: 0.006 +(epoch: 62, iters: 24624, time: 0.423, data: 0.019) G_GAN: 4.493 G_L1: 3.702 D_real: 0.000 D_fake: 0.066 +(epoch: 62, iters: 24724, time: 0.304, data: 0.019) G_GAN: 3.954 G_L1: 3.077 D_real: 0.371 D_fake: 0.020 +(epoch: 62, iters: 24824, time: 0.306, data: 0.020) G_GAN: 4.734 G_L1: 4.013 D_real: 0.070 D_fake: 0.130 +(epoch: 62, iters: 24924, time: 0.302, data: 0.019) G_GAN: 5.624 G_L1: 4.410 D_real: 0.007 D_fake: 0.023 +(epoch: 62, iters: 25024, time: 0.614, data: 0.018) G_GAN: 6.106 G_L1: 5.207 D_real: 0.002 D_fake: 0.029 +(epoch: 62, iters: 25124, time: 0.306, data: 0.022) G_GAN: 4.304 G_L1: 3.728 D_real: 0.223 D_fake: 0.115 +(epoch: 62, iters: 25224, time: 0.288, data: 0.019) G_GAN: 6.502 G_L1: 8.231 D_real: 0.007 D_fake: 0.014 +(epoch: 62, iters: 25324, time: 0.292, data: 0.018) G_GAN: 5.742 G_L1: 4.287 D_real: 0.017 D_fake: 0.012 +(epoch: 62, iters: 25424, time: 0.414, data: 0.018) G_GAN: 5.170 G_L1: 3.309 D_real: 0.036 D_fake: 0.011 +(epoch: 62, iters: 25524, time: 0.305, data: 0.019) G_GAN: 6.365 G_L1: 3.805 D_real: 0.146 D_fake: 0.017 +(epoch: 62, iters: 25624, time: 0.274, data: 0.018) G_GAN: 4.390 G_L1: 3.010 D_real: 0.017 D_fake: 0.070 +(epoch: 62, iters: 25724, time: 0.303, data: 0.015) G_GAN: 5.778 G_L1: 4.952 D_real: 0.001 D_fake: 0.175 +(epoch: 62, iters: 25824, time: 0.403, data: 0.021) G_GAN: 4.676 G_L1: 4.511 D_real: 0.006 D_fake: 0.238 +(epoch: 62, iters: 25924, time: 0.301, data: 0.020) G_GAN: 4.804 G_L1: 4.132 D_real: 0.105 D_fake: 0.075 +(epoch: 62, iters: 26024, time: 0.305, data: 0.018) G_GAN: 7.688 G_L1: 5.519 D_real: 0.025 D_fake: 0.009 +(epoch: 62, iters: 26124, time: 0.280, data: 0.022) G_GAN: 4.229 G_L1: 2.822 D_real: 0.151 D_fake: 0.050 +(epoch: 62, iters: 26224, time: 0.417, data: 0.017) G_GAN: 5.973 G_L1: 3.023 D_real: 0.076 D_fake: 0.007 +(epoch: 62, iters: 26324, time: 0.293, data: 0.019) G_GAN: 4.524 G_L1: 3.240 D_real: 0.066 D_fake: 0.044 +(epoch: 62, iters: 26424, time: 0.304, data: 0.018) G_GAN: 3.607 G_L1: 3.234 D_real: 0.621 D_fake: 0.016 +(epoch: 62, iters: 26524, time: 0.295, data: 0.020) G_GAN: 5.830 G_L1: 5.707 D_real: 0.005 D_fake: 0.110 +(epoch: 62, iters: 26624, time: 0.424, data: 0.018) G_GAN: 4.801 G_L1: 5.914 D_real: 0.047 D_fake: 0.073 +(epoch: 62, iters: 26724, time: 0.304, data: 0.020) G_GAN: 5.049 G_L1: 3.783 D_real: 0.035 D_fake: 0.031 +(epoch: 62, iters: 26824, time: 0.300, data: 0.020) G_GAN: 7.014 G_L1: 6.561 D_real: 0.029 D_fake: 0.017 +(epoch: 62, iters: 26924, time: 0.298, data: 0.018) G_GAN: 4.982 G_L1: 3.678 D_real: 0.046 D_fake: 0.014 +(epoch: 62, iters: 27024, time: 0.556, data: 0.019) G_GAN: 3.193 G_L1: 3.059 D_real: 0.025 D_fake: 0.086 +(epoch: 62, iters: 27124, time: 0.305, data: 0.019) G_GAN: 5.965 G_L1: 3.154 D_real: 0.072 D_fake: 0.023 +(epoch: 62, iters: 27224, time: 0.306, data: 0.020) G_GAN: 4.314 G_L1: 3.937 D_real: 0.051 D_fake: 0.136 +(epoch: 62, iters: 27324, time: 0.297, data: 0.026) G_GAN: 3.478 G_L1: 3.713 D_real: 0.036 D_fake: 0.295 +(epoch: 62, iters: 27424, time: 0.414, data: 0.019) G_GAN: 4.727 G_L1: 1.934 D_real: 0.285 D_fake: 0.059 +(epoch: 62, iters: 27524, time: 0.306, data: 0.019) G_GAN: 4.458 G_L1: 4.368 D_real: 0.000 D_fake: 0.127 +(epoch: 62, iters: 27624, time: 0.304, data: 0.019) G_GAN: 5.871 G_L1: 5.373 D_real: 0.021 D_fake: 0.081 +(epoch: 62, iters: 27724, time: 0.301, data: 0.018) G_GAN: 6.339 G_L1: 4.294 D_real: 0.099 D_fake: 0.003 +(epoch: 62, iters: 27824, time: 0.403, data: 0.020) G_GAN: 6.045 G_L1: 7.101 D_real: 0.001 D_fake: 0.064 +(epoch: 62, iters: 27924, time: 0.300, data: 0.018) G_GAN: 4.417 G_L1: 4.326 D_real: 0.015 D_fake: 0.086 +(epoch: 62, iters: 28024, time: 0.303, data: 0.019) G_GAN: 6.433 G_L1: 4.150 D_real: 0.439 D_fake: 0.013 +(epoch: 62, iters: 28124, time: 0.306, data: 0.018) G_GAN: 6.197 G_L1: 5.193 D_real: 0.000 D_fake: 0.105 +(epoch: 62, iters: 28224, time: 0.381, data: 0.020) G_GAN: 5.076 G_L1: 2.899 D_real: 0.039 D_fake: 0.183 +(epoch: 62, iters: 28324, time: 0.305, data: 0.019) G_GAN: 4.465 G_L1: 4.955 D_real: 0.660 D_fake: 0.018 +(epoch: 62, iters: 28424, time: 0.299, data: 0.020) G_GAN: 4.737 G_L1: 4.353 D_real: 0.040 D_fake: 0.362 +(epoch: 62, iters: 28524, time: 0.301, data: 0.019) G_GAN: 4.309 G_L1: 2.116 D_real: 0.106 D_fake: 0.217 +(epoch: 62, iters: 28624, time: 0.417, data: 0.019) G_GAN: 1.379 G_L1: 1.510 D_real: 1.378 D_fake: 0.065 +(epoch: 62, iters: 28724, time: 0.303, data: 0.020) G_GAN: 6.430 G_L1: 4.091 D_real: 0.009 D_fake: 0.036 +(epoch: 62, iters: 28824, time: 0.308, data: 0.019) G_GAN: 6.358 G_L1: 6.925 D_real: 0.001 D_fake: 0.046 +(epoch: 62, iters: 28924, time: 0.297, data: 0.020) G_GAN: 8.226 G_L1: 2.202 D_real: 0.006 D_fake: 2.512 +(epoch: 62, iters: 29024, time: 0.595, data: 0.019) G_GAN: 5.080 G_L1: 2.805 D_real: 0.001 D_fake: 0.023 +(epoch: 62, iters: 29124, time: 0.300, data: 0.020) G_GAN: 4.569 G_L1: 3.852 D_real: 0.001 D_fake: 0.074 +(epoch: 62, iters: 29224, time: 0.307, data: 0.020) G_GAN: 4.230 G_L1: 3.476 D_real: 0.016 D_fake: 0.080 +(epoch: 62, iters: 29324, time: 0.306, data: 0.018) G_GAN: 7.148 G_L1: 3.299 D_real: 0.102 D_fake: 0.022 +(epoch: 62, iters: 29424, time: 0.398, data: 0.018) G_GAN: 6.171 G_L1: 4.210 D_real: 0.005 D_fake: 0.011 +(epoch: 62, iters: 29524, time: 0.303, data: 0.019) G_GAN: 5.786 G_L1: 3.449 D_real: 0.004 D_fake: 0.028 +(epoch: 62, iters: 29624, time: 0.302, data: 0.019) G_GAN: 7.870 G_L1: 3.812 D_real: 0.002 D_fake: 0.008 +(epoch: 62, iters: 29724, time: 0.302, data: 0.019) G_GAN: 5.191 G_L1: 3.426 D_real: 0.317 D_fake: 0.047 +(epoch: 62, iters: 29824, time: 0.412, data: 0.025) G_GAN: 3.203 G_L1: 3.039 D_real: 0.301 D_fake: 0.063 +(epoch: 62, iters: 29924, time: 0.285, data: 0.020) G_GAN: 6.424 G_L1: 3.963 D_real: 0.000 D_fake: 0.039 +(epoch: 62, iters: 30024, time: 0.306, data: 0.018) G_GAN: 3.493 G_L1: 9.822 D_real: 0.571 D_fake: 0.335 +(epoch: 62, iters: 30124, time: 0.294, data: 0.018) G_GAN: 3.316 G_L1: 3.976 D_real: 0.462 D_fake: 0.044 +(epoch: 62, iters: 30224, time: 0.417, data: 0.017) G_GAN: 5.592 G_L1: 4.184 D_real: 0.052 D_fake: 0.064 +(epoch: 62, iters: 30324, time: 0.294, data: 0.018) G_GAN: 4.302 G_L1: 5.078 D_real: 0.046 D_fake: 0.095 +(epoch: 62, iters: 30424, time: 0.297, data: 0.016) G_GAN: 4.597 G_L1: 3.108 D_real: 0.101 D_fake: 0.078 +(epoch: 62, iters: 30524, time: 0.303, data: 0.017) G_GAN: 7.367 G_L1: 5.447 D_real: 0.002 D_fake: 0.017 +(epoch: 62, iters: 30624, time: 0.414, data: 0.019) G_GAN: 4.005 G_L1: 3.746 D_real: 0.181 D_fake: 0.189 +(epoch: 62, iters: 30724, time: 0.283, data: 0.019) G_GAN: 4.471 G_L1: 3.740 D_real: 0.062 D_fake: 0.105 +(epoch: 62, iters: 30824, time: 0.291, data: 0.017) G_GAN: 5.349 G_L1: 4.090 D_real: 0.013 D_fake: 0.047 +(epoch: 62, iters: 30924, time: 0.302, data: 0.018) G_GAN: 3.939 G_L1: 4.070 D_real: 0.145 D_fake: 0.057 +(epoch: 62, iters: 31024, time: 0.546, data: 0.018) G_GAN: 5.181 G_L1: 3.893 D_real: 0.232 D_fake: 0.030 +(epoch: 62, iters: 31124, time: 0.295, data: 0.021) G_GAN: 5.646 G_L1: 4.409 D_real: 0.011 D_fake: 0.028 +(epoch: 62, iters: 31224, time: 0.299, data: 0.018) G_GAN: 7.324 G_L1: 4.760 D_real: 0.009 D_fake: 0.009 +(epoch: 62, iters: 31324, time: 0.296, data: 0.018) G_GAN: 4.950 G_L1: 3.593 D_real: 0.042 D_fake: 0.037 +(epoch: 62, iters: 31424, time: 0.423, data: 0.019) G_GAN: 2.826 G_L1: 3.727 D_real: 0.252 D_fake: 0.334 +(epoch: 62, iters: 31524, time: 0.302, data: 0.020) G_GAN: 4.368 G_L1: 4.839 D_real: 0.205 D_fake: 0.092 +(epoch: 62, iters: 31624, time: 0.291, data: 0.018) G_GAN: 4.976 G_L1: 4.026 D_real: 0.124 D_fake: 0.095 +(epoch: 62, iters: 31724, time: 0.283, data: 0.020) G_GAN: 8.344 G_L1: 6.829 D_real: 0.025 D_fake: 0.003 +(epoch: 62, iters: 31824, time: 0.414, data: 0.016) G_GAN: 4.063 G_L1: 4.422 D_real: 0.265 D_fake: 0.116 +(epoch: 62, iters: 31924, time: 0.293, data: 0.017) G_GAN: 4.647 G_L1: 4.485 D_real: 0.021 D_fake: 0.033 +(epoch: 62, iters: 32024, time: 0.301, data: 0.017) G_GAN: 4.528 G_L1: 5.101 D_real: 0.001 D_fake: 0.019 +(epoch: 62, iters: 32124, time: 0.291, data: 0.018) G_GAN: 4.160 G_L1: 3.661 D_real: 0.010 D_fake: 0.238 +(epoch: 62, iters: 32224, time: 0.412, data: 0.018) G_GAN: 4.598 G_L1: 2.510 D_real: 0.021 D_fake: 0.017 +(epoch: 62, iters: 32324, time: 0.305, data: 0.021) G_GAN: 6.384 G_L1: 4.556 D_real: 0.003 D_fake: 0.009 +(epoch: 62, iters: 32424, time: 0.285, data: 0.020) G_GAN: 4.461 G_L1: 4.784 D_real: 0.000 D_fake: 0.046 +(epoch: 62, iters: 32524, time: 0.296, data: 0.019) G_GAN: 4.938 G_L1: 2.959 D_real: 0.005 D_fake: 0.020 +(epoch: 62, iters: 32624, time: 0.411, data: 0.020) G_GAN: 5.279 G_L1: 5.300 D_real: 0.037 D_fake: 0.124 +(epoch: 62, iters: 32724, time: 0.300, data: 0.019) G_GAN: 5.874 G_L1: 3.444 D_real: 0.108 D_fake: 0.029 +(epoch: 62, iters: 32824, time: 0.305, data: 0.019) G_GAN: 6.398 G_L1: 3.622 D_real: 0.013 D_fake: 0.012 +(epoch: 62, iters: 32924, time: 0.295, data: 0.018) G_GAN: 6.146 G_L1: 3.792 D_real: 0.055 D_fake: 0.211 +(epoch: 62, iters: 33024, time: 0.581, data: 0.021) G_GAN: 5.213 G_L1: 3.269 D_real: 0.029 D_fake: 0.016 +(epoch: 62, iters: 33124, time: 0.293, data: 0.013) G_GAN: 4.959 G_L1: 3.125 D_real: 0.026 D_fake: 1.086 +(epoch: 62, iters: 33224, time: 0.277, data: 0.017) G_GAN: 6.630 G_L1: 3.663 D_real: 0.001 D_fake: 0.008 +(epoch: 62, iters: 33324, time: 0.301, data: 0.017) G_GAN: 4.542 G_L1: 5.156 D_real: 0.195 D_fake: 0.102 +(epoch: 62, iters: 33424, time: 0.391, data: 0.020) G_GAN: 5.852 G_L1: 3.218 D_real: 0.003 D_fake: 0.100 +(epoch: 62, iters: 33524, time: 0.295, data: 0.020) G_GAN: 5.520 G_L1: 5.570 D_real: 0.015 D_fake: 0.037 +(epoch: 62, iters: 33624, time: 0.304, data: 0.023) G_GAN: 6.790 G_L1: 5.807 D_real: 0.046 D_fake: 0.011 +(epoch: 62, iters: 33724, time: 0.289, data: 0.019) G_GAN: 7.092 G_L1: 6.068 D_real: 0.001 D_fake: 0.687 +(epoch: 62, iters: 33824, time: 0.418, data: 0.017) G_GAN: 5.295 G_L1: 3.668 D_real: 0.038 D_fake: 0.099 +(epoch: 62, iters: 33924, time: 0.302, data: 0.019) G_GAN: 6.818 G_L1: 5.745 D_real: 0.026 D_fake: 0.029 +(epoch: 62, iters: 34024, time: 0.294, data: 0.021) G_GAN: 4.361 G_L1: 4.794 D_real: 0.136 D_fake: 0.053 +(epoch: 62, iters: 34124, time: 0.294, data: 0.018) G_GAN: 4.046 G_L1: 3.498 D_real: 0.369 D_fake: 0.048 +(epoch: 62, iters: 34224, time: 0.399, data: 0.019) G_GAN: 5.695 G_L1: 3.140 D_real: 0.002 D_fake: 0.406 +(epoch: 62, iters: 34324, time: 0.288, data: 0.019) G_GAN: 4.648 G_L1: 3.269 D_real: 0.023 D_fake: 0.546 +(epoch: 62, iters: 34424, time: 0.287, data: 0.018) G_GAN: 4.070 G_L1: 4.873 D_real: 0.300 D_fake: 0.019 +(epoch: 62, iters: 34524, time: 0.297, data: 0.017) G_GAN: 8.492 G_L1: 4.120 D_real: 0.113 D_fake: 0.003 +(epoch: 62, iters: 34624, time: 0.394, data: 0.020) G_GAN: 4.167 G_L1: 3.264 D_real: 0.250 D_fake: 0.280 +(epoch: 62, iters: 34724, time: 0.294, data: 0.019) G_GAN: 4.228 G_L1: 4.445 D_real: 0.182 D_fake: 0.043 +(epoch: 62, iters: 34824, time: 0.300, data: 0.018) G_GAN: 5.561 G_L1: 4.525 D_real: 0.009 D_fake: 0.025 +(epoch: 62, iters: 34924, time: 0.300, data: 0.018) G_GAN: 4.527 G_L1: 4.164 D_real: 0.058 D_fake: 0.062 +(epoch: 62, iters: 35024, time: 0.572, data: 0.018) G_GAN: 6.323 G_L1: 5.585 D_real: 0.002 D_fake: 0.021 +(epoch: 62, iters: 35124, time: 0.294, data: 0.019) G_GAN: 3.613 G_L1: 3.474 D_real: 0.027 D_fake: 0.192 +(epoch: 62, iters: 35224, time: 0.294, data: 0.019) G_GAN: 5.192 G_L1: 4.691 D_real: 0.064 D_fake: 0.046 +(epoch: 62, iters: 35324, time: 0.294, data: 0.017) G_GAN: 4.946 G_L1: 3.591 D_real: 0.002 D_fake: 0.058 +(epoch: 62, iters: 35424, time: 0.417, data: 0.018) G_GAN: 5.933 G_L1: 7.451 D_real: 0.020 D_fake: 0.020 +(epoch: 62, iters: 35524, time: 0.263, data: 0.020) G_GAN: 6.794 G_L1: 4.199 D_real: 0.098 D_fake: 0.006 +(epoch: 62, iters: 35624, time: 0.286, data: 0.016) G_GAN: 5.045 G_L1: 3.799 D_real: 0.000 D_fake: 0.049 +(epoch: 62, iters: 35724, time: 0.288, data: 0.017) G_GAN: 5.574 G_L1: 4.912 D_real: 0.000 D_fake: 0.046 +(epoch: 62, iters: 35824, time: 0.420, data: 0.016) G_GAN: 4.625 G_L1: 4.288 D_real: 0.001 D_fake: 0.082 +(epoch: 62, iters: 35924, time: 0.297, data: 0.017) G_GAN: 5.978 G_L1: 6.788 D_real: 0.003 D_fake: 0.010 +(epoch: 62, iters: 36024, time: 0.295, data: 0.020) G_GAN: 5.850 G_L1: 3.588 D_real: 0.033 D_fake: 0.073 +(epoch: 62, iters: 36124, time: 0.294, data: 0.017) G_GAN: 5.124 G_L1: 5.019 D_real: 0.000 D_fake: 0.059 +(epoch: 62, iters: 36224, time: 0.416, data: 0.018) G_GAN: 7.588 G_L1: 4.792 D_real: 0.000 D_fake: 0.018 +(epoch: 62, iters: 36324, time: 0.303, data: 0.020) G_GAN: 4.837 G_L1: 5.660 D_real: 0.006 D_fake: 0.188 +(epoch: 62, iters: 36424, time: 0.300, data: 0.019) G_GAN: 7.224 G_L1: 4.956 D_real: 0.000 D_fake: 0.008 +(epoch: 62, iters: 36524, time: 0.284, data: 0.018) G_GAN: 5.925 G_L1: 4.549 D_real: 0.000 D_fake: 0.019 +(epoch: 62, iters: 36624, time: 0.424, data: 0.016) G_GAN: 4.305 G_L1: 5.139 D_real: 0.025 D_fake: 0.030 +(epoch: 62, iters: 36724, time: 0.288, data: 0.017) G_GAN: 4.271 G_L1: 4.182 D_real: 0.002 D_fake: 0.138 +(epoch: 62, iters: 36824, time: 0.291, data: 0.019) G_GAN: 4.891 G_L1: 4.214 D_real: 0.000 D_fake: 0.284 +(epoch: 62, iters: 36924, time: 0.304, data: 0.019) G_GAN: 4.794 G_L1: 5.169 D_real: 0.000 D_fake: 0.072 +(epoch: 62, iters: 37024, time: 0.532, data: 0.018) G_GAN: 3.492 G_L1: 3.324 D_real: 0.004 D_fake: 0.067 +(epoch: 62, iters: 37124, time: 0.274, data: 0.017) G_GAN: 3.205 G_L1: 4.647 D_real: 0.000 D_fake: 0.396 +(epoch: 62, iters: 37224, time: 0.277, data: 0.016) G_GAN: 6.275 G_L1: 8.002 D_real: 0.000 D_fake: 0.011 +(epoch: 62, iters: 37324, time: 0.289, data: 0.016) G_GAN: 4.480 G_L1: 4.408 D_real: 0.000 D_fake: 0.261 +(epoch: 62, iters: 37424, time: 0.414, data: 0.018) G_GAN: 6.138 G_L1: 5.940 D_real: 0.000 D_fake: 0.201 +(epoch: 62, iters: 37524, time: 0.286, data: 0.019) G_GAN: 2.384 G_L1: 4.881 D_real: 0.000 D_fake: 0.047 +(epoch: 62, iters: 37624, time: 0.274, data: 0.016) G_GAN: 3.989 G_L1: 4.257 D_real: 0.000 D_fake: 0.085 +(epoch: 62, iters: 37724, time: 0.286, data: 0.015) G_GAN: 4.677 G_L1: 6.206 D_real: 0.000 D_fake: 0.063 +(epoch: 62, iters: 37824, time: 0.410, data: 0.017) G_GAN: 4.997 G_L1: 7.031 D_real: 0.000 D_fake: 0.434 +(epoch: 62, iters: 37924, time: 0.291, data: 0.019) G_GAN: 6.481 G_L1: 9.913 D_real: 0.000 D_fake: 0.018 +(epoch: 62, iters: 38024, time: 0.293, data: 0.016) G_GAN: 4.541 G_L1: 4.972 D_real: 0.003 D_fake: 0.202 +(epoch: 62, iters: 38124, time: 0.286, data: 0.017) G_GAN: 4.377 G_L1: 5.557 D_real: 0.000 D_fake: 0.045 +(epoch: 62, iters: 38224, time: 0.397, data: 0.016) G_GAN: 6.175 G_L1: 7.381 D_real: 0.000 D_fake: 0.066 +(epoch: 62, iters: 38324, time: 0.290, data: 0.018) G_GAN: 3.717 G_L1: 5.574 D_real: 0.000 D_fake: 0.362 +(epoch: 62, iters: 38424, time: 0.274, data: 0.017) G_GAN: 2.518 G_L1: 3.929 D_real: 0.000 D_fake: 0.220 +(epoch: 62, iters: 38524, time: 0.294, data: 0.015) G_GAN: 3.293 G_L1: 5.219 D_real: 0.000 D_fake: 0.461 +(epoch: 62, iters: 38624, time: 0.421, data: 0.017) G_GAN: 3.332 G_L1: 4.374 D_real: 0.000 D_fake: 0.086 +(epoch: 62, iters: 38724, time: 0.292, data: 0.019) G_GAN: 4.338 G_L1: 14.198 D_real: 0.000 D_fake: 0.063 +(epoch: 62, iters: 38824, time: 0.295, data: 0.018) G_GAN: 4.507 G_L1: 4.607 D_real: 0.000 D_fake: 0.076 +(epoch: 62, iters: 38924, time: 0.301, data: 0.019) G_GAN: 3.579 G_L1: 5.012 D_real: 0.000 D_fake: 0.435 +(epoch: 62, iters: 39024, time: 0.585, data: 0.019) G_GAN: 4.935 G_L1: 3.584 D_real: 0.019 D_fake: 0.036 +(epoch: 62, iters: 39124, time: 0.300, data: 0.018) G_GAN: 4.855 G_L1: 4.946 D_real: 0.004 D_fake: 0.012 +(epoch: 62, iters: 39224, time: 0.299, data: 0.019) G_GAN: 3.170 G_L1: 3.491 D_real: 0.000 D_fake: 0.043 +(epoch: 62, iters: 39324, time: 0.302, data: 0.018) G_GAN: 3.887 G_L1: 5.605 D_real: 0.000 D_fake: 0.243 +(epoch: 62, iters: 39424, time: 0.417, data: 0.022) G_GAN: 9.476 G_L1: 6.376 D_real: 0.016 D_fake: 0.003 +(epoch: 62, iters: 39524, time: 0.303, data: 0.020) G_GAN: 2.562 G_L1: 4.685 D_real: 0.000 D_fake: 0.060 +(epoch: 62, iters: 39624, time: 0.299, data: 0.018) G_GAN: 4.226 G_L1: 5.059 D_real: 0.000 D_fake: 0.149 +(epoch: 62, iters: 39724, time: 0.302, data: 0.019) G_GAN: 4.316 G_L1: 5.986 D_real: 0.000 D_fake: 0.147 +(epoch: 62, iters: 39824, time: 0.419, data: 0.019) G_GAN: 4.329 G_L1: 4.615 D_real: 0.000 D_fake: 0.270 +(epoch: 62, iters: 39924, time: 0.299, data: 0.020) G_GAN: 4.764 G_L1: 4.260 D_real: 0.000 D_fake: 0.103 +(epoch: 62, iters: 40024, time: 0.291, data: 0.018) G_GAN: 5.411 G_L1: 8.184 D_real: 0.200 D_fake: 0.115 +(epoch: 62, iters: 40124, time: 0.301, data: 0.019) G_GAN: 3.652 G_L1: 5.844 D_real: 0.479 D_fake: 0.088 +(epoch: 62, iters: 40224, time: 0.414, data: 0.021) G_GAN: 4.482 G_L1: 7.239 D_real: 0.077 D_fake: 0.119 +(epoch: 62, iters: 40324, time: 0.304, data: 0.018) G_GAN: 3.058 G_L1: 4.677 D_real: 0.019 D_fake: 0.068 +(epoch: 62, iters: 40424, time: 0.297, data: 0.019) G_GAN: 4.476 G_L1: 3.983 D_real: 0.000 D_fake: 0.037 +(epoch: 62, iters: 40524, time: 0.294, data: 0.018) G_GAN: 3.342 G_L1: 6.837 D_real: 0.028 D_fake: 0.224 +(epoch: 62, iters: 40624, time: 0.411, data: 0.019) G_GAN: 4.537 G_L1: 6.095 D_real: 0.000 D_fake: 0.573 +(epoch: 62, iters: 40724, time: 0.304, data: 0.017) G_GAN: 2.268 G_L1: 4.272 D_real: 0.000 D_fake: 0.423 +(epoch: 62, iters: 40824, time: 0.303, data: 0.019) G_GAN: 3.613 G_L1: 4.619 D_real: 0.000 D_fake: 0.222 +(epoch: 62, iters: 40924, time: 0.297, data: 0.018) G_GAN: 4.303 G_L1: 3.821 D_real: 0.000 D_fake: 0.075 +(epoch: 62, iters: 41024, time: 0.596, data: 0.017) G_GAN: 3.244 G_L1: 4.632 D_real: 0.006 D_fake: 0.104 +(epoch: 62, iters: 41124, time: 0.303, data: 0.032) G_GAN: 4.942 G_L1: 4.965 D_real: 0.012 D_fake: 0.308 +(epoch: 62, iters: 41224, time: 0.303, data: 0.018) G_GAN: 4.135 G_L1: 5.947 D_real: 0.000 D_fake: 1.199 +(epoch: 62, iters: 41324, time: 0.302, data: 0.019) G_GAN: 3.414 G_L1: 4.355 D_real: 0.000 D_fake: 0.092 +(epoch: 62, iters: 41424, time: 0.422, data: 0.018) G_GAN: 4.248 G_L1: 5.864 D_real: 0.001 D_fake: 0.229 +(epoch: 62, iters: 41524, time: 0.297, data: 0.018) G_GAN: 3.780 G_L1: 6.950 D_real: 0.027 D_fake: 0.105 +(epoch: 62, iters: 41624, time: 0.299, data: 0.018) G_GAN: 3.049 G_L1: 4.252 D_real: 0.001 D_fake: 0.237 +(epoch: 62, iters: 41724, time: 0.296, data: 0.027) G_GAN: 5.544 G_L1: 8.669 D_real: 0.000 D_fake: 0.471 +(epoch: 62, iters: 41824, time: 0.418, data: 0.019) G_GAN: 3.742 G_L1: 5.446 D_real: 0.000 D_fake: 0.096 +(epoch: 62, iters: 41924, time: 0.297, data: 0.019) G_GAN: 6.899 G_L1: 6.961 D_real: 0.012 D_fake: 0.066 +(epoch: 62, iters: 42024, time: 0.301, data: 0.019) G_GAN: 4.628 G_L1: 4.197 D_real: 0.001 D_fake: 0.044 +(epoch: 62, iters: 42124, time: 0.301, data: 0.018) G_GAN: 3.666 G_L1: 4.387 D_real: 0.008 D_fake: 0.200 +(epoch: 62, iters: 42224, time: 0.387, data: 0.018) G_GAN: 2.622 G_L1: 4.092 D_real: 0.000 D_fake: 0.088 +(epoch: 62, iters: 42324, time: 0.299, data: 0.018) G_GAN: 5.792 G_L1: 5.027 D_real: 0.007 D_fake: 0.989 +(epoch: 62, iters: 42424, time: 0.300, data: 0.018) G_GAN: 3.705 G_L1: 8.456 D_real: 0.004 D_fake: 0.345 +(epoch: 62, iters: 42524, time: 0.303, data: 0.019) G_GAN: 3.467 G_L1: 4.282 D_real: 0.000 D_fake: 0.351 +(epoch: 62, iters: 42624, time: 0.421, data: 0.018) G_GAN: 2.960 G_L1: 3.851 D_real: 0.014 D_fake: 0.285 +(epoch: 62, iters: 42724, time: 0.293, data: 0.020) G_GAN: 4.735 G_L1: 4.439 D_real: 0.001 D_fake: 0.069 +(epoch: 62, iters: 42824, time: 0.300, data: 0.019) G_GAN: 2.390 G_L1: 3.674 D_real: 0.000 D_fake: 0.260 +(epoch: 62, iters: 42924, time: 0.302, data: 0.018) G_GAN: 3.433 G_L1: 4.978 D_real: 0.044 D_fake: 0.229 +(epoch: 62, iters: 43024, time: 0.584, data: 0.020) G_GAN: 2.862 G_L1: 4.796 D_real: 0.137 D_fake: 0.125 +(epoch: 62, iters: 43124, time: 0.292, data: 0.019) G_GAN: 4.611 G_L1: 6.095 D_real: 0.000 D_fake: 0.047 +(epoch: 62, iters: 43224, time: 0.292, data: 0.019) G_GAN: 4.760 G_L1: 5.957 D_real: 0.186 D_fake: 0.029 +(epoch: 62, iters: 43324, time: 0.292, data: 0.017) G_GAN: 2.915 G_L1: 4.484 D_real: 0.001 D_fake: 0.133 +(epoch: 62, iters: 43424, time: 0.416, data: 0.018) G_GAN: 2.586 G_L1: 3.780 D_real: 0.002 D_fake: 0.153 +(epoch: 62, iters: 43524, time: 0.285, data: 0.025) G_GAN: 2.737 G_L1: 4.831 D_real: 0.000 D_fake: 0.331 +(epoch: 62, iters: 43624, time: 0.291, data: 0.016) G_GAN: 3.370 G_L1: 6.050 D_real: 0.000 D_fake: 0.204 +(epoch: 62, iters: 43724, time: 0.303, data: 0.017) G_GAN: 2.861 G_L1: 4.081 D_real: 0.001 D_fake: 0.102 +(epoch: 62, iters: 43824, time: 0.409, data: 0.020) G_GAN: 3.492 G_L1: 5.102 D_real: 0.079 D_fake: 0.174 +(epoch: 62, iters: 43924, time: 0.300, data: 0.018) G_GAN: 2.924 G_L1: 6.321 D_real: 0.000 D_fake: 0.308 +(epoch: 62, iters: 44024, time: 0.294, data: 0.019) G_GAN: 3.542 G_L1: 4.853 D_real: 0.000 D_fake: 0.102 +(epoch: 62, iters: 44124, time: 0.301, data: 0.018) G_GAN: 2.569 G_L1: 3.963 D_real: 0.000 D_fake: 0.351 +(epoch: 62, iters: 44224, time: 0.418, data: 0.020) G_GAN: 2.520 G_L1: 7.050 D_real: 0.000 D_fake: 0.236 +(epoch: 62, iters: 44324, time: 0.311, data: 0.019) G_GAN: 2.267 G_L1: 4.015 D_real: 0.000 D_fake: 0.157 +(epoch: 62, iters: 44424, time: 0.301, data: 0.019) G_GAN: 2.681 G_L1: 3.902 D_real: 0.000 D_fake: 0.182 +(epoch: 62, iters: 44524, time: 0.294, data: 0.019) G_GAN: 2.873 G_L1: 4.708 D_real: 0.000 D_fake: 0.611 +(epoch: 62, iters: 44624, time: 0.413, data: 0.018) G_GAN: 2.731 G_L1: 4.341 D_real: 0.000 D_fake: 0.212 +(epoch: 62, iters: 44724, time: 0.304, data: 0.019) G_GAN: 3.666 G_L1: 6.511 D_real: 0.000 D_fake: 0.370 +(epoch: 62, iters: 44824, time: 0.297, data: 0.023) G_GAN: 2.874 G_L1: 4.259 D_real: 0.012 D_fake: 0.128 +(epoch: 62, iters: 44924, time: 0.304, data: 0.018) G_GAN: 5.123 G_L1: 5.262 D_real: 0.002 D_fake: 0.059 +(epoch: 62, iters: 45024, time: 0.574, data: 0.019) G_GAN: 2.501 G_L1: 3.974 D_real: 0.001 D_fake: 0.342 +(epoch: 62, iters: 45124, time: 0.289, data: 0.017) G_GAN: 2.384 G_L1: 4.432 D_real: 0.000 D_fake: 0.427 +(epoch: 62, iters: 45224, time: 0.309, data: 0.017) G_GAN: 5.338 G_L1: 4.617 D_real: 0.000 D_fake: 0.233 +(epoch: 62, iters: 45324, time: 0.290, data: 0.019) G_GAN: 4.143 G_L1: 4.291 D_real: 0.000 D_fake: 0.059 +(epoch: 62, iters: 45424, time: 0.405, data: 0.021) G_GAN: 5.847 G_L1: 8.317 D_real: 0.013 D_fake: 1.822 +(epoch: 62, iters: 45524, time: 0.292, data: 0.016) G_GAN: 6.126 G_L1: 7.256 D_real: 0.054 D_fake: 0.033 +(epoch: 62, iters: 45624, time: 0.300, data: 0.020) G_GAN: 3.681 G_L1: 8.687 D_real: 0.068 D_fake: 0.230 +(epoch: 62, iters: 45724, time: 0.306, data: 0.018) G_GAN: 4.087 G_L1: 7.610 D_real: 0.017 D_fake: 0.124 +(epoch: 62, iters: 45824, time: 0.429, data: 0.019) G_GAN: 6.658 G_L1: 4.703 D_real: 0.019 D_fake: 0.007 +(epoch: 62, iters: 45924, time: 0.296, data: 0.018) G_GAN: 4.909 G_L1: 5.348 D_real: 0.001 D_fake: 0.014 +(epoch: 62, iters: 46024, time: 0.294, data: 0.022) G_GAN: 3.214 G_L1: 4.655 D_real: 0.001 D_fake: 0.088 +(epoch: 62, iters: 46124, time: 0.299, data: 0.019) G_GAN: 5.014 G_L1: 4.646 D_real: 0.000 D_fake: 0.037 +(epoch: 62, iters: 46224, time: 0.413, data: 0.018) G_GAN: 3.470 G_L1: 5.318 D_real: 0.001 D_fake: 0.227 +(epoch: 62, iters: 46324, time: 0.298, data: 0.019) G_GAN: 3.445 G_L1: 4.924 D_real: 0.001 D_fake: 0.087 +(epoch: 62, iters: 46424, time: 0.295, data: 0.018) G_GAN: 3.037 G_L1: 3.342 D_real: 0.001 D_fake: 0.144 +(epoch: 62, iters: 46524, time: 0.285, data: 0.018) G_GAN: 2.772 G_L1: 4.677 D_real: 0.000 D_fake: 0.080 +(epoch: 62, iters: 46624, time: 0.381, data: 0.017) G_GAN: 1.952 G_L1: 4.976 D_real: 0.001 D_fake: 0.202 +(epoch: 62, iters: 46724, time: 0.292, data: 0.017) G_GAN: 3.385 G_L1: 5.203 D_real: 0.004 D_fake: 0.154 +(epoch: 62, iters: 46824, time: 0.302, data: 0.019) G_GAN: 3.604 G_L1: 3.881 D_real: 0.007 D_fake: 0.092 +(epoch: 62, iters: 46924, time: 0.297, data: 0.018) G_GAN: 6.551 G_L1: 3.618 D_real: 0.025 D_fake: 0.078 +(epoch: 62, iters: 47024, time: 0.575, data: 0.020) G_GAN: 5.247 G_L1: 2.988 D_real: 0.019 D_fake: 0.056 +(epoch: 62, iters: 47124, time: 0.306, data: 0.018) G_GAN: 5.545 G_L1: 4.746 D_real: 0.390 D_fake: 0.017 +(epoch: 62, iters: 47224, time: 0.303, data: 0.020) G_GAN: 5.539 G_L1: 5.662 D_real: 0.004 D_fake: 0.030 +(epoch: 62, iters: 47324, time: 0.299, data: 0.019) G_GAN: 5.987 G_L1: 5.098 D_real: 0.059 D_fake: 0.064 +(epoch: 62, iters: 47424, time: 0.424, data: 0.018) G_GAN: 9.568 G_L1: 5.810 D_real: 0.074 D_fake: 0.002 +(epoch: 62, iters: 47524, time: 0.295, data: 0.019) G_GAN: 4.059 G_L1: 3.627 D_real: 0.172 D_fake: 0.042 +(epoch: 62, iters: 47624, time: 0.301, data: 0.018) G_GAN: 4.296 G_L1: 4.170 D_real: 0.000 D_fake: 0.037 +(epoch: 62, iters: 47724, time: 0.306, data: 0.019) G_GAN: 6.023 G_L1: 9.295 D_real: 0.001 D_fake: 0.017 +(epoch: 62, iters: 47824, time: 0.393, data: 0.018) G_GAN: 8.387 G_L1: 4.661 D_real: 0.000 D_fake: 0.067 +(epoch: 62, iters: 47924, time: 0.281, data: 0.019) G_GAN: 10.119 G_L1: 7.087 D_real: 0.001 D_fake: 0.016 +(epoch: 62, iters: 48024, time: 0.300, data: 0.017) G_GAN: 6.680 G_L1: 6.726 D_real: 0.021 D_fake: 0.006 +(epoch: 62, iters: 48124, time: 0.294, data: 0.022) G_GAN: 5.279 G_L1: 6.118 D_real: 0.008 D_fake: 0.068 +(epoch: 62, iters: 48224, time: 0.404, data: 0.018) G_GAN: 4.827 G_L1: 4.058 D_real: 0.002 D_fake: 0.141 +(epoch: 62, iters: 48324, time: 0.305, data: 0.021) G_GAN: 5.414 G_L1: 6.299 D_real: 0.009 D_fake: 0.043 +(epoch: 62, iters: 48424, time: 0.295, data: 0.020) G_GAN: 5.042 G_L1: 4.701 D_real: 0.000 D_fake: 0.040 +(epoch: 62, iters: 48524, time: 0.293, data: 0.018) G_GAN: 5.520 G_L1: 9.566 D_real: 0.000 D_fake: 0.024 +(epoch: 62, iters: 48624, time: 0.410, data: 0.018) G_GAN: 7.147 G_L1: 12.033 D_real: 0.001 D_fake: 0.028 +(epoch: 62, iters: 48724, time: 0.298, data: 0.017) G_GAN: 5.239 G_L1: 7.051 D_real: 0.000 D_fake: 0.187 +(epoch: 62, iters: 48824, time: 0.295, data: 0.019) G_GAN: 6.054 G_L1: 9.627 D_real: 0.001 D_fake: 0.065 +(epoch: 62, iters: 48924, time: 0.299, data: 0.018) G_GAN: 2.948 G_L1: 4.111 D_real: 0.014 D_fake: 0.120 +(epoch: 62, iters: 49024, time: 0.613, data: 0.020) G_GAN: 4.680 G_L1: 12.276 D_real: 0.002 D_fake: 0.042 +(epoch: 62, iters: 49124, time: 0.293, data: 0.019) G_GAN: 3.264 G_L1: 3.424 D_real: 0.001 D_fake: 0.154 +(epoch: 62, iters: 49224, time: 0.298, data: 0.019) G_GAN: 4.679 G_L1: 4.811 D_real: 0.001 D_fake: 0.076 +(epoch: 62, iters: 49324, time: 0.300, data: 0.019) G_GAN: 4.029 G_L1: 3.864 D_real: 0.000 D_fake: 0.170 +(epoch: 62, iters: 49424, time: 0.395, data: 0.018) G_GAN: 6.151 G_L1: 14.451 D_real: 0.000 D_fake: 0.044 +(epoch: 62, iters: 49524, time: 0.302, data: 0.016) G_GAN: 6.193 G_L1: 4.581 D_real: 0.001 D_fake: 0.011 +(epoch: 62, iters: 49624, time: 0.302, data: 0.020) G_GAN: 3.624 G_L1: 3.889 D_real: 0.000 D_fake: 0.295 +(epoch: 62, iters: 49724, time: 0.301, data: 0.019) G_GAN: 4.127 G_L1: 5.408 D_real: 0.000 D_fake: 0.071 +(epoch: 62, iters: 49824, time: 0.384, data: 0.019) G_GAN: 2.784 G_L1: 3.834 D_real: 0.000 D_fake: 0.240 +(epoch: 62, iters: 49924, time: 0.300, data: 0.018) G_GAN: 2.782 G_L1: 5.076 D_real: 0.002 D_fake: 0.159 +(epoch: 62, iters: 50024, time: 0.299, data: 0.019) G_GAN: 4.882 G_L1: 5.763 D_real: 0.004 D_fake: 0.066 +(epoch: 62, iters: 50124, time: 0.289, data: 0.019) G_GAN: 4.770 G_L1: 5.158 D_real: 0.000 D_fake: 0.077 +(epoch: 62, iters: 50224, time: 0.431, data: 0.020) G_GAN: 2.943 G_L1: 4.465 D_real: 0.000 D_fake: 0.083 +(epoch: 62, iters: 50324, time: 0.301, data: 0.019) G_GAN: 4.493 G_L1: 6.909 D_real: 0.001 D_fake: 0.156 +(epoch: 62, iters: 50424, time: 0.303, data: 0.019) G_GAN: 2.905 G_L1: 4.574 D_real: 0.000 D_fake: 0.436 +(epoch: 62, iters: 50524, time: 0.275, data: 0.018) G_GAN: 3.455 G_L1: 4.123 D_real: 0.018 D_fake: 0.235 +(epoch: 62, iters: 50624, time: 0.425, data: 0.016) G_GAN: 3.622 G_L1: 5.511 D_real: 0.001 D_fake: 0.046 +(epoch: 62, iters: 50724, time: 0.294, data: 0.018) G_GAN: 5.791 G_L1: 8.472 D_real: 0.000 D_fake: 0.060 +(epoch: 62, iters: 50824, time: 0.300, data: 0.018) G_GAN: 2.559 G_L1: 4.808 D_real: 0.000 D_fake: 0.100 +(epoch: 62, iters: 50924, time: 0.308, data: 0.020) G_GAN: 4.079 G_L1: 4.315 D_real: 0.000 D_fake: 0.184 +(epoch: 62, iters: 51024, time: 0.623, data: 0.020) G_GAN: 3.644 G_L1: 6.321 D_real: 0.000 D_fake: 0.367 +(epoch: 62, iters: 51124, time: 0.299, data: 0.018) G_GAN: 4.105 G_L1: 4.961 D_real: 0.000 D_fake: 0.089 +(epoch: 62, iters: 51224, time: 0.293, data: 0.032) G_GAN: 3.089 G_L1: 4.699 D_real: 0.000 D_fake: 0.100 +(epoch: 62, iters: 51324, time: 0.295, data: 0.019) G_GAN: 3.879 G_L1: 3.908 D_real: 0.000 D_fake: 0.266 +(epoch: 62, iters: 51424, time: 0.420, data: 0.018) G_GAN: 5.281 G_L1: 7.576 D_real: 0.000 D_fake: 0.057 +(epoch: 62, iters: 51524, time: 0.304, data: 0.022) G_GAN: 4.435 G_L1: 4.589 D_real: 0.016 D_fake: 0.079 +(epoch: 62, iters: 51624, time: 0.293, data: 0.019) G_GAN: 2.898 G_L1: 4.830 D_real: 0.001 D_fake: 0.148 +(epoch: 62, iters: 51724, time: 0.305, data: 0.018) G_GAN: 3.661 G_L1: 5.615 D_real: 0.000 D_fake: 0.324 +(epoch: 62, iters: 51824, time: 0.398, data: 0.019) G_GAN: 3.522 G_L1: 5.051 D_real: 0.201 D_fake: 0.366 +(epoch: 62, iters: 51924, time: 0.300, data: 0.016) G_GAN: 5.412 G_L1: 5.685 D_real: 0.001 D_fake: 0.244 +(epoch: 62, iters: 52024, time: 0.300, data: 0.018) G_GAN: 3.028 G_L1: 4.804 D_real: 0.000 D_fake: 0.138 +(epoch: 62, iters: 52124, time: 0.299, data: 0.020) G_GAN: 3.383 G_L1: 5.645 D_real: 0.000 D_fake: 0.638 +(epoch: 62, iters: 52224, time: 0.395, data: 0.019) G_GAN: 2.357 G_L1: 3.674 D_real: 0.018 D_fake: 0.283 +(epoch: 62, iters: 52324, time: 0.293, data: 0.018) G_GAN: 3.516 G_L1: 4.209 D_real: 0.001 D_fake: 0.086 +(epoch: 62, iters: 52424, time: 0.282, data: 0.017) G_GAN: 4.233 G_L1: 4.782 D_real: 0.030 D_fake: 0.092 +(epoch: 62, iters: 52524, time: 0.306, data: 0.033) G_GAN: 4.571 G_L1: 4.976 D_real: 0.001 D_fake: 0.050 +(epoch: 62, iters: 52624, time: 0.390, data: 0.021) G_GAN: 4.032 G_L1: 5.858 D_real: 0.000 D_fake: 0.144 +(epoch: 62, iters: 52724, time: 0.291, data: 0.018) G_GAN: 4.032 G_L1: 4.063 D_real: 0.000 D_fake: 0.131 +(epoch: 62, iters: 52824, time: 0.293, data: 0.017) G_GAN: 5.212 G_L1: 4.648 D_real: 0.001 D_fake: 0.008 +(epoch: 62, iters: 52924, time: 0.299, data: 0.018) G_GAN: 3.735 G_L1: 4.404 D_real: 0.008 D_fake: 0.060 +(epoch: 62, iters: 53024, time: 0.598, data: 0.017) G_GAN: 3.487 G_L1: 6.425 D_real: 0.000 D_fake: 0.586 +(epoch: 62, iters: 53124, time: 0.297, data: 0.023) G_GAN: 3.652 G_L1: 4.144 D_real: 0.000 D_fake: 0.279 +(epoch: 62, iters: 53224, time: 0.295, data: 0.018) G_GAN: 5.150 G_L1: 5.001 D_real: 0.005 D_fake: 0.277 +(epoch: 62, iters: 53324, time: 0.295, data: 0.018) G_GAN: 4.151 G_L1: 4.830 D_real: 0.000 D_fake: 0.056 +(epoch: 62, iters: 53424, time: 0.411, data: 0.019) G_GAN: 3.513 G_L1: 2.600 D_real: 0.001 D_fake: 0.088 +(epoch: 62, iters: 53524, time: 0.305, data: 0.018) G_GAN: 3.041 G_L1: 4.685 D_real: 0.000 D_fake: 0.306 +(epoch: 62, iters: 53624, time: 0.303, data: 0.019) G_GAN: 3.532 G_L1: 3.535 D_real: 0.000 D_fake: 0.512 +(epoch: 62, iters: 53724, time: 0.291, data: 0.020) G_GAN: 3.524 G_L1: 3.833 D_real: 0.000 D_fake: 0.047 +(epoch: 62, iters: 53824, time: 0.419, data: 0.017) G_GAN: 3.657 G_L1: 4.685 D_real: 0.002 D_fake: 0.181 +(epoch: 62, iters: 53924, time: 0.305, data: 0.019) G_GAN: 2.743 G_L1: 4.444 D_real: 0.001 D_fake: 0.115 +(epoch: 62, iters: 54024, time: 0.297, data: 0.020) G_GAN: 3.194 G_L1: 4.125 D_real: 0.000 D_fake: 0.137 +(epoch: 62, iters: 54124, time: 0.304, data: 0.018) G_GAN: 3.740 G_L1: 8.472 D_real: 0.000 D_fake: 0.140 +(epoch: 62, iters: 54224, time: 0.419, data: 0.020) G_GAN: 4.993 G_L1: 5.036 D_real: 0.000 D_fake: 0.048 +(epoch: 62, iters: 54324, time: 0.301, data: 0.018) G_GAN: 6.615 G_L1: 6.183 D_real: 0.000 D_fake: 0.074 +(epoch: 62, iters: 54424, time: 0.302, data: 0.018) G_GAN: 4.755 G_L1: 5.714 D_real: 0.000 D_fake: 0.062 +(epoch: 62, iters: 54524, time: 0.302, data: 0.019) G_GAN: 5.770 G_L1: 4.677 D_real: 0.003 D_fake: 0.017 +(epoch: 62, iters: 54624, time: 0.427, data: 0.018) G_GAN: 2.295 G_L1: 5.944 D_real: 0.001 D_fake: 0.179 +(epoch: 62, iters: 54724, time: 0.303, data: 0.020) G_GAN: 6.414 G_L1: 4.020 D_real: 0.000 D_fake: 0.027 +(epoch: 62, iters: 54824, time: 0.299, data: 0.020) G_GAN: 3.295 G_L1: 6.288 D_real: 0.000 D_fake: 0.340 +(epoch: 62, iters: 54924, time: 0.308, data: 0.019) G_GAN: 5.035 G_L1: 4.877 D_real: 0.000 D_fake: 0.039 +(epoch: 62, iters: 55024, time: 0.601, data: 0.020) G_GAN: 2.637 G_L1: 4.391 D_real: 0.002 D_fake: 0.048 +(epoch: 62, iters: 55124, time: 0.298, data: 0.018) G_GAN: 2.574 G_L1: 4.441 D_real: 0.000 D_fake: 0.195 +(epoch: 62, iters: 55224, time: 0.286, data: 0.020) G_GAN: 2.065 G_L1: 4.070 D_real: 0.000 D_fake: 0.301 +(epoch: 62, iters: 55324, time: 0.303, data: 0.018) G_GAN: 3.194 G_L1: 5.704 D_real: 0.000 D_fake: 0.260 +(epoch: 62, iters: 55424, time: 0.414, data: 0.018) G_GAN: 2.246 G_L1: 4.657 D_real: 0.000 D_fake: 0.195 +(epoch: 62, iters: 55524, time: 0.298, data: 0.019) G_GAN: 3.155 G_L1: 4.859 D_real: 0.000 D_fake: 0.720 +(epoch: 62, iters: 55624, time: 0.303, data: 0.019) G_GAN: 3.421 G_L1: 4.596 D_real: 0.000 D_fake: 0.087 +(epoch: 62, iters: 55724, time: 0.295, data: 0.018) G_GAN: 2.666 G_L1: 3.859 D_real: 0.002 D_fake: 0.170 +(epoch: 62, iters: 55824, time: 0.389, data: 0.019) G_GAN: 2.289 G_L1: 4.471 D_real: 0.000 D_fake: 0.590 +(epoch: 62, iters: 55924, time: 0.299, data: 0.019) G_GAN: 3.486 G_L1: 4.340 D_real: 0.000 D_fake: 0.069 +(epoch: 62, iters: 56024, time: 0.304, data: 0.018) G_GAN: 2.953 G_L1: 5.287 D_real: 0.000 D_fake: 1.717 +(epoch: 62, iters: 56124, time: 0.278, data: 0.019) G_GAN: 2.445 G_L1: 3.757 D_real: 0.000 D_fake: 0.639 +(epoch: 62, iters: 56224, time: 0.427, data: 0.018) G_GAN: 3.244 G_L1: 4.473 D_real: 0.000 D_fake: 0.055 +(epoch: 62, iters: 56324, time: 0.302, data: 0.019) G_GAN: 2.960 G_L1: 5.645 D_real: 0.001 D_fake: 0.250 +(epoch: 62, iters: 56424, time: 0.295, data: 0.019) G_GAN: 5.039 G_L1: 4.305 D_real: 0.002 D_fake: 0.021 +(epoch: 62, iters: 56524, time: 0.300, data: 0.020) G_GAN: 2.601 G_L1: 4.083 D_real: 0.000 D_fake: 0.394 +(epoch: 62, iters: 56624, time: 0.400, data: 0.019) G_GAN: 3.965 G_L1: 4.776 D_real: 0.000 D_fake: 0.059 +(epoch: 62, iters: 56724, time: 0.292, data: 0.019) G_GAN: 4.004 G_L1: 5.484 D_real: 0.141 D_fake: 0.075 +(epoch: 62, iters: 56824, time: 0.302, data: 0.019) G_GAN: 3.291 G_L1: 5.903 D_real: 0.122 D_fake: 0.509 +(epoch: 62, iters: 56924, time: 0.303, data: 0.018) G_GAN: 7.066 G_L1: 4.016 D_real: 0.005 D_fake: 0.155 +(epoch: 62, iters: 57024, time: 0.598, data: 0.019) G_GAN: 2.658 G_L1: 11.606 D_real: 0.004 D_fake: 0.174 +(epoch: 62, iters: 57124, time: 0.301, data: 0.019) G_GAN: 2.602 G_L1: 4.527 D_real: 0.000 D_fake: 0.125 +(epoch: 62, iters: 57224, time: 0.302, data: 0.019) G_GAN: 3.479 G_L1: 5.445 D_real: 0.002 D_fake: 0.134 +(epoch: 62, iters: 57324, time: 0.296, data: 0.019) G_GAN: 5.131 G_L1: 6.513 D_real: 0.001 D_fake: 0.100 +(epoch: 62, iters: 57424, time: 0.421, data: 0.019) G_GAN: 4.270 G_L1: 4.023 D_real: 0.005 D_fake: 0.101 +(epoch: 62, iters: 57524, time: 0.295, data: 0.019) G_GAN: 2.407 G_L1: 5.483 D_real: 0.001 D_fake: 0.206 +(epoch: 62, iters: 57624, time: 0.300, data: 0.019) G_GAN: 2.150 G_L1: 5.321 D_real: 0.000 D_fake: 1.211 +(epoch: 62, iters: 57724, time: 0.295, data: 0.019) G_GAN: 3.661 G_L1: 6.070 D_real: 0.001 D_fake: 0.115 +(epoch: 62, iters: 57824, time: 0.419, data: 0.019) G_GAN: 3.206 G_L1: 6.589 D_real: 0.000 D_fake: 0.402 +(epoch: 62, iters: 57924, time: 0.292, data: 0.018) G_GAN: 2.856 G_L1: 4.679 D_real: 0.000 D_fake: 0.098 +(epoch: 62, iters: 58024, time: 0.303, data: 0.018) G_GAN: 2.866 G_L1: 4.554 D_real: 0.000 D_fake: 0.351 +(epoch: 62, iters: 58124, time: 0.295, data: 0.019) G_GAN: 4.711 G_L1: 12.149 D_real: 0.000 D_fake: 0.124 +(epoch: 62, iters: 58224, time: 0.426, data: 0.018) G_GAN: 2.531 G_L1: 4.044 D_real: 0.007 D_fake: 0.198 +(epoch: 62, iters: 58324, time: 0.305, data: 0.019) G_GAN: 2.739 G_L1: 5.087 D_real: 0.000 D_fake: 0.191 +(epoch: 62, iters: 58424, time: 0.290, data: 0.019) G_GAN: 2.281 G_L1: 4.047 D_real: 0.081 D_fake: 0.283 +(epoch: 62, iters: 58524, time: 0.306, data: 0.019) G_GAN: 2.043 G_L1: 5.331 D_real: 0.002 D_fake: 0.442 +(epoch: 62, iters: 58624, time: 0.425, data: 0.021) G_GAN: 1.676 G_L1: 5.020 D_real: 0.002 D_fake: 0.256 +(epoch: 62, iters: 58724, time: 0.302, data: 0.019) G_GAN: 2.456 G_L1: 4.223 D_real: 0.000 D_fake: 0.159 +(epoch: 62, iters: 58824, time: 0.307, data: 0.023) G_GAN: 3.089 G_L1: 4.469 D_real: 0.015 D_fake: 0.208 +(epoch: 62, iters: 58924, time: 0.302, data: 0.018) G_GAN: 3.549 G_L1: 4.608 D_real: 0.021 D_fake: 0.055 +(epoch: 62, iters: 59024, time: 0.598, data: 0.019) G_GAN: 2.672 G_L1: 4.452 D_real: 0.000 D_fake: 0.510 +(epoch: 62, iters: 59124, time: 0.293, data: 0.019) G_GAN: 2.770 G_L1: 4.622 D_real: 0.000 D_fake: 0.493 +(epoch: 62, iters: 59224, time: 0.294, data: 0.019) G_GAN: 3.458 G_L1: 4.499 D_real: 0.046 D_fake: 0.057 +(epoch: 62, iters: 59324, time: 0.285, data: 0.019) G_GAN: 3.021 G_L1: 5.388 D_real: 0.076 D_fake: 0.242 +(epoch: 62, iters: 59424, time: 0.403, data: 0.017) G_GAN: 2.527 G_L1: 4.235 D_real: 0.020 D_fake: 0.254 +(epoch: 62, iters: 59524, time: 0.305, data: 0.019) G_GAN: 2.567 G_L1: 5.038 D_real: 0.005 D_fake: 0.065 +(epoch: 62, iters: 59624, time: 0.285, data: 0.018) G_GAN: 2.518 G_L1: 5.661 D_real: 0.001 D_fake: 0.241 +(epoch: 62, iters: 59724, time: 0.288, data: 0.017) G_GAN: 1.520 G_L1: 5.343 D_real: 0.001 D_fake: 0.204 +(epoch: 62, iters: 59824, time: 0.403, data: 0.019) G_GAN: 4.835 G_L1: 4.606 D_real: 0.003 D_fake: 0.274 +(epoch: 62, iters: 59924, time: 0.287, data: 0.017) G_GAN: 3.363 G_L1: 5.842 D_real: 0.013 D_fake: 0.562 +(epoch: 63, iters: 8, time: 0.297, data: 0.018) G_GAN: 2.833 G_L1: 3.668 D_real: 0.001 D_fake: 0.240 +(epoch: 63, iters: 108, time: 0.268, data: 0.018) G_GAN: 2.732 G_L1: 6.985 D_real: 0.006 D_fake: 0.447 +(epoch: 63, iters: 208, time: 0.611, data: 0.016) G_GAN: 1.605 G_L1: 4.606 D_real: 0.026 D_fake: 0.218 +(epoch: 63, iters: 308, time: 0.296, data: 0.019) G_GAN: 3.904 G_L1: 5.576 D_real: 0.048 D_fake: 0.072 +(epoch: 63, iters: 408, time: 0.299, data: 0.019) G_GAN: 2.739 G_L1: 4.465 D_real: 0.002 D_fake: 0.296 +(epoch: 63, iters: 508, time: 0.291, data: 0.019) G_GAN: 2.083 G_L1: 3.606 D_real: 0.001 D_fake: 0.173 +(epoch: 63, iters: 608, time: 0.400, data: 0.020) G_GAN: 3.144 G_L1: 5.202 D_real: 0.000 D_fake: 0.437 +(epoch: 63, iters: 708, time: 0.300, data: 0.017) G_GAN: 3.183 G_L1: 5.100 D_real: 0.003 D_fake: 0.115 +(epoch: 63, iters: 808, time: 0.297, data: 0.020) G_GAN: 2.471 G_L1: 3.441 D_real: 0.011 D_fake: 0.291 +(epoch: 63, iters: 908, time: 0.294, data: 0.022) G_GAN: 4.106 G_L1: 5.539 D_real: 0.071 D_fake: 0.244 +(epoch: 63, iters: 1008, time: 0.602, data: 0.019) G_GAN: 4.400 G_L1: 4.150 D_real: 0.037 D_fake: 0.347 +(epoch: 63, iters: 1108, time: 0.294, data: 0.019) G_GAN: 3.138 G_L1: 4.716 D_real: 0.075 D_fake: 0.074 +(epoch: 63, iters: 1208, time: 0.300, data: 0.019) G_GAN: 7.144 G_L1: 4.372 D_real: 0.163 D_fake: 0.007 +(epoch: 63, iters: 1308, time: 0.284, data: 0.019) G_GAN: 4.858 G_L1: 3.999 D_real: 0.039 D_fake: 0.042 +(epoch: 63, iters: 1408, time: 0.414, data: 0.022) G_GAN: 2.762 G_L1: 4.152 D_real: 0.001 D_fake: 0.135 +(epoch: 63, iters: 1508, time: 0.289, data: 0.018) G_GAN: 2.279 G_L1: 3.806 D_real: 0.015 D_fake: 0.273 +(epoch: 63, iters: 1608, time: 0.305, data: 0.019) G_GAN: 3.680 G_L1: 5.299 D_real: 0.001 D_fake: 0.146 +(epoch: 63, iters: 1708, time: 0.279, data: 0.019) G_GAN: 3.832 G_L1: 4.692 D_real: 0.455 D_fake: 0.024 +(epoch: 63, iters: 1808, time: 0.396, data: 0.017) G_GAN: 3.458 G_L1: 4.187 D_real: 0.001 D_fake: 0.492 +(epoch: 63, iters: 1908, time: 0.290, data: 0.016) G_GAN: 3.447 G_L1: 3.694 D_real: 0.016 D_fake: 0.535 +(epoch: 63, iters: 2008, time: 0.294, data: 0.019) G_GAN: 3.083 G_L1: 3.985 D_real: 0.208 D_fake: 0.102 +(epoch: 63, iters: 2108, time: 0.285, data: 0.019) G_GAN: 6.229 G_L1: 4.269 D_real: 0.054 D_fake: 0.033 +(epoch: 63, iters: 2208, time: 0.381, data: 0.018) G_GAN: 3.899 G_L1: 4.573 D_real: 0.021 D_fake: 0.283 +(epoch: 63, iters: 2308, time: 0.299, data: 0.019) G_GAN: 4.856 G_L1: 4.424 D_real: 0.000 D_fake: 0.039 +(epoch: 63, iters: 2408, time: 0.290, data: 0.020) G_GAN: 4.936 G_L1: 4.637 D_real: 0.157 D_fake: 0.020 +(epoch: 63, iters: 2508, time: 0.292, data: 0.018) G_GAN: 4.000 G_L1: 3.563 D_real: 0.339 D_fake: 0.046 +(epoch: 63, iters: 2608, time: 0.410, data: 0.018) G_GAN: 2.623 G_L1: 4.875 D_real: 0.443 D_fake: 0.178 +(epoch: 63, iters: 2708, time: 0.298, data: 0.018) G_GAN: 5.141 G_L1: 4.617 D_real: 0.021 D_fake: 0.056 +(epoch: 63, iters: 2808, time: 0.280, data: 0.019) G_GAN: 3.853 G_L1: 9.577 D_real: 0.029 D_fake: 0.103 +(epoch: 63, iters: 2908, time: 0.288, data: 0.018) G_GAN: 4.393 G_L1: 3.534 D_real: 0.026 D_fake: 0.057 +(epoch: 63, iters: 3008, time: 0.596, data: 0.018) G_GAN: 8.269 G_L1: 4.801 D_real: 0.001 D_fake: 0.227 +(epoch: 63, iters: 3108, time: 0.289, data: 0.018) G_GAN: 4.163 G_L1: 6.665 D_real: 0.002 D_fake: 0.178 +(epoch: 63, iters: 3208, time: 0.295, data: 0.020) G_GAN: 5.076 G_L1: 6.160 D_real: 0.028 D_fake: 0.068 +(epoch: 63, iters: 3308, time: 0.284, data: 0.019) G_GAN: 4.355 G_L1: 5.027 D_real: 0.030 D_fake: 0.055 +(epoch: 63, iters: 3408, time: 0.379, data: 0.018) G_GAN: 5.572 G_L1: 3.178 D_real: 0.002 D_fake: 0.020 +(epoch: 63, iters: 3508, time: 0.284, data: 0.017) G_GAN: 6.814 G_L1: 5.731 D_real: 0.008 D_fake: 0.008 +(epoch: 63, iters: 3608, time: 0.285, data: 0.018) G_GAN: 5.167 G_L1: 6.405 D_real: 0.003 D_fake: 0.023 +(epoch: 63, iters: 3708, time: 0.289, data: 0.018) G_GAN: 3.684 G_L1: 4.217 D_real: 0.015 D_fake: 0.126 +(epoch: 63, iters: 3808, time: 0.404, data: 0.017) G_GAN: 3.521 G_L1: 4.710 D_real: 0.068 D_fake: 0.247 +(epoch: 63, iters: 3908, time: 0.290, data: 0.016) G_GAN: 5.231 G_L1: 4.690 D_real: 0.002 D_fake: 0.609 +(epoch: 63, iters: 4008, time: 0.292, data: 0.020) G_GAN: 4.036 G_L1: 3.841 D_real: 0.000 D_fake: 0.108 +(epoch: 63, iters: 4108, time: 0.304, data: 0.020) G_GAN: 4.171 G_L1: 4.270 D_real: 0.000 D_fake: 0.040 +(epoch: 63, iters: 4208, time: 0.413, data: 0.019) G_GAN: 3.102 G_L1: 5.821 D_real: 0.056 D_fake: 0.458 +(epoch: 63, iters: 4308, time: 0.309, data: 0.016) G_GAN: 3.959 G_L1: 5.730 D_real: 0.001 D_fake: 0.201 +(epoch: 63, iters: 4408, time: 0.301, data: 0.019) G_GAN: 3.244 G_L1: 3.966 D_real: 0.004 D_fake: 0.219 +(epoch: 63, iters: 4508, time: 0.298, data: 0.019) G_GAN: 4.609 G_L1: 3.179 D_real: 0.158 D_fake: 0.025 +(epoch: 63, iters: 4608, time: 0.422, data: 0.018) G_GAN: 2.965 G_L1: 4.275 D_real: 0.006 D_fake: 0.313 +(epoch: 63, iters: 4708, time: 0.294, data: 0.022) G_GAN: 3.854 G_L1: 4.982 D_real: 0.002 D_fake: 0.059 +(epoch: 63, iters: 4808, time: 0.297, data: 0.018) G_GAN: 2.554 G_L1: 4.610 D_real: 0.000 D_fake: 0.298 +(epoch: 63, iters: 4908, time: 0.306, data: 0.018) G_GAN: 3.174 G_L1: 4.457 D_real: 0.012 D_fake: 0.150 +(epoch: 63, iters: 5008, time: 0.594, data: 0.019) G_GAN: 2.762 G_L1: 4.134 D_real: 0.000 D_fake: 0.476 +(epoch: 63, iters: 5108, time: 0.301, data: 0.018) G_GAN: 4.307 G_L1: 7.363 D_real: 0.000 D_fake: 0.106 +(epoch: 63, iters: 5208, time: 0.301, data: 0.020) G_GAN: 5.460 G_L1: 4.058 D_real: 0.031 D_fake: 0.014 +(epoch: 63, iters: 5308, time: 0.293, data: 0.018) G_GAN: 3.810 G_L1: 3.247 D_real: 0.035 D_fake: 0.243 +(epoch: 63, iters: 5408, time: 0.403, data: 0.019) G_GAN: 4.572 G_L1: 4.437 D_real: 0.000 D_fake: 0.074 +(epoch: 63, iters: 5508, time: 0.298, data: 0.017) G_GAN: 3.377 G_L1: 10.985 D_real: 0.002 D_fake: 0.192 +(epoch: 63, iters: 5608, time: 0.299, data: 0.017) G_GAN: 3.708 G_L1: 4.074 D_real: 0.101 D_fake: 0.311 +(epoch: 63, iters: 5708, time: 0.302, data: 0.021) G_GAN: 3.842 G_L1: 4.352 D_real: 0.006 D_fake: 0.069 +(epoch: 63, iters: 5808, time: 0.419, data: 0.019) G_GAN: 3.439 G_L1: 4.672 D_real: 0.068 D_fake: 0.246 +(epoch: 63, iters: 5908, time: 0.297, data: 0.018) G_GAN: 4.543 G_L1: 4.157 D_real: 0.003 D_fake: 0.038 +(epoch: 63, iters: 6008, time: 0.299, data: 0.018) G_GAN: 4.365 G_L1: 2.879 D_real: 0.053 D_fake: 0.096 +(epoch: 63, iters: 6108, time: 0.298, data: 0.018) G_GAN: 5.293 G_L1: 2.402 D_real: 0.000 D_fake: 0.119 +(epoch: 63, iters: 6208, time: 0.414, data: 0.019) G_GAN: 4.359 G_L1: 3.988 D_real: 0.046 D_fake: 0.056 +(epoch: 63, iters: 6308, time: 0.303, data: 0.019) G_GAN: 4.313 G_L1: 3.142 D_real: 0.031 D_fake: 0.051 +(epoch: 63, iters: 6408, time: 0.302, data: 0.028) G_GAN: 4.123 G_L1: 3.756 D_real: 0.184 D_fake: 0.088 +(epoch: 63, iters: 6508, time: 0.288, data: 0.020) G_GAN: 4.898 G_L1: 5.414 D_real: 0.001 D_fake: 0.040 +(epoch: 63, iters: 6608, time: 0.421, data: 0.017) G_GAN: 4.616 G_L1: 4.167 D_real: 0.034 D_fake: 0.046 +(epoch: 63, iters: 6708, time: 0.297, data: 0.019) G_GAN: 6.991 G_L1: 4.229 D_real: 0.023 D_fake: 0.006 +(epoch: 63, iters: 6808, time: 0.303, data: 0.018) G_GAN: 5.205 G_L1: 3.948 D_real: 0.058 D_fake: 0.017 +(epoch: 63, iters: 6908, time: 0.293, data: 0.018) G_GAN: 3.993 G_L1: 5.490 D_real: 0.428 D_fake: 0.120 +(epoch: 63, iters: 7008, time: 0.600, data: 0.017) G_GAN: 4.639 G_L1: 6.943 D_real: 0.029 D_fake: 0.090 +(epoch: 63, iters: 7108, time: 0.287, data: 0.018) G_GAN: 4.388 G_L1: 5.642 D_real: 0.008 D_fake: 0.162 +(epoch: 63, iters: 7208, time: 0.306, data: 0.018) G_GAN: 3.741 G_L1: 4.554 D_real: 0.011 D_fake: 0.204 +(epoch: 63, iters: 7308, time: 0.304, data: 0.020) G_GAN: 4.759 G_L1: 5.311 D_real: 0.001 D_fake: 0.173 +(epoch: 63, iters: 7408, time: 0.428, data: 0.019) G_GAN: 4.111 G_L1: 4.662 D_real: 0.008 D_fake: 0.086 +(epoch: 63, iters: 7508, time: 0.292, data: 0.018) G_GAN: 4.824 G_L1: 9.038 D_real: 0.045 D_fake: 0.134 +(epoch: 63, iters: 7608, time: 0.296, data: 0.018) G_GAN: 9.003 G_L1: 3.122 D_real: 0.010 D_fake: 0.002 +(epoch: 63, iters: 7708, time: 0.308, data: 0.019) G_GAN: 8.236 G_L1: 3.947 D_real: 0.007 D_fake: 0.035 +(epoch: 63, iters: 7808, time: 0.396, data: 0.019) G_GAN: 4.915 G_L1: 4.541 D_real: 0.000 D_fake: 0.227 +(epoch: 63, iters: 7908, time: 0.305, data: 0.018) G_GAN: 4.580 G_L1: 5.557 D_real: 0.001 D_fake: 0.136 +(epoch: 63, iters: 8008, time: 0.295, data: 0.019) G_GAN: 6.101 G_L1: 7.001 D_real: 0.000 D_fake: 0.046 +(epoch: 63, iters: 8108, time: 0.302, data: 0.018) G_GAN: 2.951 G_L1: 5.166 D_real: 0.000 D_fake: 0.168 +(epoch: 63, iters: 8208, time: 0.407, data: 0.018) G_GAN: 3.805 G_L1: 4.308 D_real: 0.001 D_fake: 0.038 +(epoch: 63, iters: 8308, time: 0.301, data: 0.018) G_GAN: 3.778 G_L1: 3.920 D_real: 0.000 D_fake: 0.059 +(epoch: 63, iters: 8408, time: 0.301, data: 0.018) G_GAN: 3.100 G_L1: 8.182 D_real: 0.004 D_fake: 0.385 +(epoch: 63, iters: 8508, time: 0.302, data: 0.018) G_GAN: 3.941 G_L1: 4.534 D_real: 0.016 D_fake: 0.069 +(epoch: 63, iters: 8608, time: 0.384, data: 0.019) G_GAN: 4.202 G_L1: 5.879 D_real: 0.006 D_fake: 0.087 +(epoch: 63, iters: 8708, time: 0.288, data: 0.016) G_GAN: 5.264 G_L1: 5.710 D_real: 0.000 D_fake: 0.041 +(epoch: 63, iters: 8808, time: 0.304, data: 0.018) G_GAN: 3.200 G_L1: 3.643 D_real: 0.000 D_fake: 0.055 +(epoch: 63, iters: 8908, time: 0.299, data: 0.018) G_GAN: 5.679 G_L1: 5.699 D_real: 0.023 D_fake: 0.100 +(epoch: 63, iters: 9008, time: 0.583, data: 0.020) G_GAN: 3.135 G_L1: 4.367 D_real: 0.001 D_fake: 0.356 +(epoch: 63, iters: 9108, time: 0.302, data: 0.019) G_GAN: 3.105 G_L1: 4.653 D_real: 0.000 D_fake: 0.269 +(epoch: 63, iters: 9208, time: 0.299, data: 0.020) G_GAN: 3.116 G_L1: 5.723 D_real: 0.000 D_fake: 1.123 +(epoch: 63, iters: 9308, time: 0.295, data: 0.020) G_GAN: 3.545 G_L1: 4.932 D_real: 0.000 D_fake: 0.192 +(epoch: 63, iters: 9408, time: 0.422, data: 0.019) G_GAN: 4.012 G_L1: 4.038 D_real: 0.000 D_fake: 0.043 +(epoch: 63, iters: 9508, time: 0.290, data: 0.019) G_GAN: 4.920 G_L1: 7.579 D_real: 0.000 D_fake: 0.701 +(epoch: 63, iters: 9608, time: 0.296, data: 0.018) G_GAN: 2.591 G_L1: 4.098 D_real: 0.001 D_fake: 0.470 +(epoch: 63, iters: 9708, time: 0.294, data: 0.019) G_GAN: 2.016 G_L1: 4.008 D_real: 0.001 D_fake: 0.195 +(epoch: 63, iters: 9808, time: 0.422, data: 0.018) G_GAN: 2.704 G_L1: 4.849 D_real: 0.001 D_fake: 0.252 +(epoch: 63, iters: 9908, time: 0.301, data: 0.019) G_GAN: 4.276 G_L1: 5.616 D_real: 0.004 D_fake: 0.195 +(epoch: 63, iters: 10008, time: 0.298, data: 0.019) G_GAN: 1.832 G_L1: 3.674 D_real: 0.001 D_fake: 1.142 +(epoch: 63, iters: 10108, time: 0.298, data: 0.019) G_GAN: 3.010 G_L1: 3.982 D_real: 0.001 D_fake: 0.274 +(epoch: 63, iters: 10208, time: 0.426, data: 0.023) G_GAN: 3.502 G_L1: 4.143 D_real: 0.000 D_fake: 0.199 +(epoch: 63, iters: 10308, time: 0.292, data: 0.018) G_GAN: 2.707 G_L1: 4.957 D_real: 0.008 D_fake: 0.857 +(epoch: 63, iters: 10408, time: 0.297, data: 0.019) G_GAN: 2.296 G_L1: 4.374 D_real: 0.002 D_fake: 0.573 +(epoch: 63, iters: 10508, time: 0.293, data: 0.019) G_GAN: 2.391 G_L1: 4.445 D_real: 0.008 D_fake: 0.205 +(epoch: 63, iters: 10608, time: 0.405, data: 0.019) G_GAN: 4.454 G_L1: 6.352 D_real: 0.001 D_fake: 0.114 +(epoch: 63, iters: 10708, time: 0.301, data: 0.018) G_GAN: 2.522 G_L1: 6.896 D_real: 0.000 D_fake: 0.982 +(epoch: 63, iters: 10808, time: 0.290, data: 0.019) G_GAN: 3.897 G_L1: 4.411 D_real: 0.002 D_fake: 0.199 +(epoch: 63, iters: 10908, time: 0.302, data: 0.018) G_GAN: 5.914 G_L1: 6.714 D_real: 0.323 D_fake: 0.031 +(epoch: 63, iters: 11008, time: 0.575, data: 0.017) G_GAN: 2.741 G_L1: 4.031 D_real: 0.012 D_fake: 0.147 +(epoch: 63, iters: 11108, time: 0.294, data: 0.017) G_GAN: 3.562 G_L1: 4.297 D_real: 0.006 D_fake: 0.110 +(epoch: 63, iters: 11208, time: 0.305, data: 0.018) G_GAN: 3.432 G_L1: 4.380 D_real: 0.000 D_fake: 1.099 +(epoch: 63, iters: 11308, time: 0.295, data: 0.019) G_GAN: 1.635 G_L1: 4.186 D_real: 0.001 D_fake: 0.394 +(epoch: 63, iters: 11408, time: 0.420, data: 0.019) G_GAN: 4.928 G_L1: 4.229 D_real: 0.001 D_fake: 0.242 +(epoch: 63, iters: 11508, time: 0.300, data: 0.020) G_GAN: 2.817 G_L1: 4.586 D_real: 0.168 D_fake: 0.401 +(epoch: 63, iters: 11608, time: 0.301, data: 0.018) G_GAN: 2.626 G_L1: 4.412 D_real: 0.005 D_fake: 0.131 +(epoch: 63, iters: 11708, time: 0.284, data: 0.020) G_GAN: 1.956 G_L1: 4.599 D_real: 0.001 D_fake: 0.649 +(epoch: 63, iters: 11808, time: 0.393, data: 0.017) G_GAN: 3.355 G_L1: 3.893 D_real: 0.000 D_fake: 0.090 +(epoch: 63, iters: 11908, time: 0.301, data: 0.021) G_GAN: 5.172 G_L1: 8.243 D_real: 0.003 D_fake: 0.325 +(epoch: 63, iters: 12008, time: 0.293, data: 0.019) G_GAN: 3.117 G_L1: 4.515 D_real: 0.000 D_fake: 0.247 +(epoch: 63, iters: 12108, time: 0.299, data: 0.020) G_GAN: 2.763 G_L1: 4.356 D_real: 0.005 D_fake: 0.149 +(epoch: 63, iters: 12208, time: 0.411, data: 0.020) G_GAN: 3.725 G_L1: 4.407 D_real: 0.004 D_fake: 0.476 +(epoch: 63, iters: 12308, time: 0.293, data: 0.015) G_GAN: 2.585 G_L1: 3.420 D_real: 0.001 D_fake: 0.125 +(epoch: 63, iters: 12408, time: 0.295, data: 0.018) G_GAN: 2.900 G_L1: 4.536 D_real: 0.000 D_fake: 0.216 +(epoch: 63, iters: 12508, time: 0.300, data: 0.019) G_GAN: 2.033 G_L1: 4.849 D_real: 0.000 D_fake: 0.475 +(epoch: 63, iters: 12608, time: 0.421, data: 0.018) G_GAN: 3.079 G_L1: 3.868 D_real: 0.003 D_fake: 0.080 +(epoch: 63, iters: 12708, time: 0.302, data: 0.018) G_GAN: 4.141 G_L1: 4.987 D_real: 0.002 D_fake: 0.072 +(epoch: 63, iters: 12808, time: 0.297, data: 0.020) G_GAN: 2.042 G_L1: 4.207 D_real: 0.000 D_fake: 0.168 +(epoch: 63, iters: 12908, time: 0.289, data: 0.018) G_GAN: 4.362 G_L1: 6.164 D_real: 0.003 D_fake: 0.037 +(epoch: 63, iters: 13008, time: 0.627, data: 0.018) G_GAN: 3.368 G_L1: 4.841 D_real: 0.004 D_fake: 0.350 +(epoch: 63, iters: 13108, time: 0.301, data: 0.018) G_GAN: 3.419 G_L1: 9.098 D_real: 0.004 D_fake: 0.329 +(epoch: 63, iters: 13208, time: 0.308, data: 0.020) G_GAN: 1.854 G_L1: 4.165 D_real: 0.002 D_fake: 0.118 +(epoch: 63, iters: 13308, time: 0.305, data: 0.022) G_GAN: 2.101 G_L1: 3.687 D_real: 0.001 D_fake: 0.670 +(epoch: 63, iters: 13408, time: 0.412, data: 0.020) G_GAN: 2.800 G_L1: 4.970 D_real: 0.000 D_fake: 0.324 +(epoch: 63, iters: 13508, time: 0.295, data: 0.022) G_GAN: 2.234 G_L1: 3.749 D_real: 0.000 D_fake: 1.065 +(epoch: 63, iters: 13608, time: 0.304, data: 0.018) G_GAN: 2.874 G_L1: 4.475 D_real: 0.002 D_fake: 0.322 +(epoch: 63, iters: 13708, time: 0.297, data: 0.019) G_GAN: 3.081 G_L1: 6.756 D_real: 0.005 D_fake: 0.104 +(epoch: 63, iters: 13808, time: 0.406, data: 0.019) G_GAN: 2.345 G_L1: 3.961 D_real: 0.005 D_fake: 1.155 +(epoch: 63, iters: 13908, time: 0.294, data: 0.017) G_GAN: 2.473 G_L1: 4.482 D_real: 0.001 D_fake: 0.150 +(epoch: 63, iters: 14008, time: 0.302, data: 0.018) G_GAN: 3.529 G_L1: 5.349 D_real: 0.003 D_fake: 0.314 +(epoch: 63, iters: 14108, time: 0.294, data: 0.019) G_GAN: 1.613 G_L1: 4.393 D_real: 0.001 D_fake: 0.202 +(epoch: 63, iters: 14208, time: 0.413, data: 0.018) G_GAN: 2.507 G_L1: 2.899 D_real: 0.000 D_fake: 1.369 +(epoch: 63, iters: 14308, time: 0.302, data: 0.019) G_GAN: 4.626 G_L1: 6.978 D_real: 0.000 D_fake: 1.301 +(epoch: 63, iters: 14408, time: 0.300, data: 0.019) G_GAN: 4.409 G_L1: 9.345 D_real: 0.000 D_fake: 0.102 +(epoch: 63, iters: 14508, time: 0.306, data: 0.019) G_GAN: 2.642 G_L1: 4.986 D_real: 0.000 D_fake: 0.299 +(epoch: 63, iters: 14608, time: 0.418, data: 0.019) G_GAN: 2.282 G_L1: 8.178 D_real: 0.002 D_fake: 0.254 +(epoch: 63, iters: 14708, time: 0.294, data: 0.021) G_GAN: 1.944 G_L1: 4.825 D_real: 0.002 D_fake: 0.723 +(epoch: 63, iters: 14808, time: 0.302, data: 0.018) G_GAN: 1.760 G_L1: 3.828 D_real: 0.000 D_fake: 0.514 +(epoch: 63, iters: 14908, time: 0.302, data: 0.018) G_GAN: 2.569 G_L1: 4.828 D_real: 0.002 D_fake: 0.087 +(epoch: 63, iters: 15008, time: 0.566, data: 0.018) G_GAN: 2.345 G_L1: 3.979 D_real: 0.028 D_fake: 0.231 +(epoch: 63, iters: 15108, time: 0.304, data: 0.018) G_GAN: 3.797 G_L1: 5.255 D_real: 0.000 D_fake: 0.155 +(epoch: 63, iters: 15208, time: 0.299, data: 0.019) G_GAN: 2.114 G_L1: 4.717 D_real: 0.000 D_fake: 0.605 +(epoch: 63, iters: 15308, time: 0.301, data: 0.019) G_GAN: 1.867 G_L1: 4.357 D_real: 0.001 D_fake: 0.728 +(epoch: 63, iters: 15408, time: 0.423, data: 0.019) G_GAN: 3.340 G_L1: 8.150 D_real: 0.003 D_fake: 0.602 +(epoch: 63, iters: 15508, time: 0.290, data: 0.019) G_GAN: 3.172 G_L1: 7.547 D_real: 0.000 D_fake: 1.336 +(epoch: 63, iters: 15608, time: 0.299, data: 0.018) G_GAN: 2.663 G_L1: 5.287 D_real: 0.000 D_fake: 0.211 +(epoch: 63, iters: 15708, time: 0.293, data: 0.019) G_GAN: 3.649 G_L1: 6.992 D_real: 0.036 D_fake: 0.235 +(epoch: 63, iters: 15808, time: 0.389, data: 0.019) G_GAN: 3.185 G_L1: 4.382 D_real: 0.000 D_fake: 0.413 +(epoch: 63, iters: 15908, time: 0.302, data: 0.018) G_GAN: 1.921 G_L1: 4.376 D_real: 0.007 D_fake: 0.164 +(epoch: 63, iters: 16008, time: 0.303, data: 0.018) G_GAN: 2.003 G_L1: 4.370 D_real: 0.000 D_fake: 0.472 +(epoch: 63, iters: 16108, time: 0.306, data: 0.019) G_GAN: 1.746 G_L1: 4.607 D_real: 0.003 D_fake: 0.643 +(epoch: 63, iters: 16208, time: 0.415, data: 0.018) G_GAN: 1.820 G_L1: 4.277 D_real: 0.000 D_fake: 0.826 +(epoch: 63, iters: 16308, time: 0.293, data: 0.018) G_GAN: 1.676 G_L1: 5.159 D_real: 0.000 D_fake: 0.615 +(epoch: 63, iters: 16408, time: 0.291, data: 0.020) G_GAN: 2.596 G_L1: 4.488 D_real: 0.000 D_fake: 0.302 +(epoch: 63, iters: 16508, time: 0.297, data: 0.017) G_GAN: 1.855 G_L1: 4.706 D_real: 0.000 D_fake: 0.272 +(epoch: 63, iters: 16608, time: 0.425, data: 0.019) G_GAN: 1.574 G_L1: 5.167 D_real: 0.000 D_fake: 0.525 +(epoch: 63, iters: 16708, time: 0.305, data: 0.019) G_GAN: 2.929 G_L1: 4.523 D_real: 0.005 D_fake: 0.281 +(epoch: 63, iters: 16808, time: 0.301, data: 0.019) G_GAN: 1.848 G_L1: 4.565 D_real: 0.000 D_fake: 0.310 +(epoch: 63, iters: 16908, time: 0.296, data: 0.019) G_GAN: 4.061 G_L1: 5.825 D_real: 0.010 D_fake: 0.165 +(epoch: 63, iters: 17008, time: 0.606, data: 0.017) G_GAN: 1.794 G_L1: 4.849 D_real: 0.006 D_fake: 0.491 +(epoch: 63, iters: 17108, time: 0.301, data: 0.018) G_GAN: 2.438 G_L1: 5.802 D_real: 0.017 D_fake: 0.390 +(epoch: 63, iters: 17208, time: 0.289, data: 0.019) G_GAN: 2.364 G_L1: 4.810 D_real: 0.015 D_fake: 0.595 +(epoch: 63, iters: 17308, time: 0.309, data: 0.018) G_GAN: 3.884 G_L1: 9.243 D_real: 0.005 D_fake: 0.180 +(epoch: 63, iters: 17408, time: 0.405, data: 0.019) G_GAN: 3.869 G_L1: 5.155 D_real: 0.031 D_fake: 0.444 +(epoch: 63, iters: 17508, time: 0.291, data: 0.019) G_GAN: 3.218 G_L1: 4.153 D_real: 0.102 D_fake: 0.060 +(epoch: 63, iters: 17608, time: 0.297, data: 0.017) G_GAN: 2.743 G_L1: 4.874 D_real: 0.002 D_fake: 0.486 +(epoch: 63, iters: 17708, time: 0.308, data: 0.018) G_GAN: 3.213 G_L1: 4.296 D_real: 0.020 D_fake: 0.097 +(epoch: 63, iters: 17808, time: 0.417, data: 0.018) G_GAN: 3.694 G_L1: 5.441 D_real: 0.017 D_fake: 0.637 +(epoch: 63, iters: 17908, time: 0.303, data: 0.018) G_GAN: 5.446 G_L1: 4.161 D_real: 0.006 D_fake: 0.023 +(epoch: 63, iters: 18008, time: 0.295, data: 0.019) G_GAN: 4.796 G_L1: 8.322 D_real: 0.004 D_fake: 0.296 +(epoch: 63, iters: 18108, time: 0.301, data: 0.018) G_GAN: 2.385 G_L1: 6.341 D_real: 0.003 D_fake: 0.160 +(epoch: 63, iters: 18208, time: 0.421, data: 0.018) G_GAN: 3.084 G_L1: 4.535 D_real: 0.074 D_fake: 0.137 +(epoch: 63, iters: 18308, time: 0.299, data: 0.018) G_GAN: 2.551 G_L1: 4.074 D_real: 0.003 D_fake: 0.695 +(epoch: 63, iters: 18408, time: 0.293, data: 0.018) G_GAN: 3.354 G_L1: 4.937 D_real: 0.000 D_fake: 0.558 +(epoch: 63, iters: 18508, time: 0.271, data: 0.018) G_GAN: 4.556 G_L1: 4.057 D_real: 0.000 D_fake: 0.079 +(epoch: 63, iters: 18608, time: 0.422, data: 0.017) G_GAN: 4.094 G_L1: 4.666 D_real: 0.000 D_fake: 0.074 +(epoch: 63, iters: 18708, time: 0.290, data: 0.018) G_GAN: 2.429 G_L1: 4.076 D_real: 0.017 D_fake: 0.399 +(epoch: 63, iters: 18808, time: 0.299, data: 0.016) G_GAN: 3.572 G_L1: 3.746 D_real: 0.000 D_fake: 0.140 +(epoch: 63, iters: 18908, time: 0.293, data: 0.019) G_GAN: 3.148 G_L1: 7.267 D_real: 0.002 D_fake: 0.486 +(epoch: 63, iters: 19008, time: 0.610, data: 0.017) G_GAN: 2.676 G_L1: 5.210 D_real: 0.000 D_fake: 0.315 +(epoch: 63, iters: 19108, time: 0.290, data: 0.019) G_GAN: 3.068 G_L1: 6.033 D_real: 0.000 D_fake: 0.546 +(epoch: 63, iters: 19208, time: 0.297, data: 0.017) G_GAN: 3.564 G_L1: 4.671 D_real: 0.002 D_fake: 0.123 +(epoch: 63, iters: 19308, time: 0.291, data: 0.022) G_GAN: 3.206 G_L1: 5.191 D_real: 0.005 D_fake: 0.358 +(epoch: 63, iters: 19408, time: 0.411, data: 0.020) G_GAN: 2.098 G_L1: 4.200 D_real: 0.001 D_fake: 0.199 +(epoch: 63, iters: 19508, time: 0.301, data: 0.018) G_GAN: 4.956 G_L1: 4.290 D_real: 0.018 D_fake: 0.225 +(epoch: 63, iters: 19608, time: 0.284, data: 0.019) G_GAN: 3.527 G_L1: 4.993 D_real: 0.088 D_fake: 0.275 +(epoch: 63, iters: 19708, time: 0.281, data: 0.017) G_GAN: 4.791 G_L1: 3.821 D_real: 0.001 D_fake: 0.070 +(epoch: 63, iters: 19808, time: 0.392, data: 0.018) G_GAN: 4.708 G_L1: 3.987 D_real: 0.002 D_fake: 0.132 +(epoch: 63, iters: 19908, time: 0.283, data: 0.021) G_GAN: 3.845 G_L1: 4.217 D_real: 0.065 D_fake: 0.078 +(epoch: 63, iters: 20008, time: 0.290, data: 0.016) G_GAN: 2.423 G_L1: 4.111 D_real: 0.011 D_fake: 0.405 +(epoch: 63, iters: 20108, time: 0.292, data: 0.019) G_GAN: 2.193 G_L1: 4.341 D_real: 0.013 D_fake: 0.218 +(epoch: 63, iters: 20208, time: 0.406, data: 0.017) G_GAN: 5.032 G_L1: 8.540 D_real: 0.123 D_fake: 0.013 +(epoch: 63, iters: 20308, time: 0.291, data: 0.016) G_GAN: 3.498 G_L1: 4.357 D_real: 0.006 D_fake: 0.092 +(epoch: 63, iters: 20408, time: 0.285, data: 0.017) G_GAN: 3.613 G_L1: 4.582 D_real: 0.109 D_fake: 0.063 +(epoch: 63, iters: 20508, time: 0.291, data: 0.016) G_GAN: 7.101 G_L1: 5.650 D_real: 0.016 D_fake: 0.003 +(epoch: 63, iters: 20608, time: 0.384, data: 0.021) G_GAN: 4.259 G_L1: 4.425 D_real: 0.011 D_fake: 0.098 +(epoch: 63, iters: 20708, time: 0.291, data: 0.016) G_GAN: 5.391 G_L1: 10.035 D_real: 0.000 D_fake: 0.149 +(epoch: 63, iters: 20808, time: 0.270, data: 0.019) G_GAN: 3.754 G_L1: 5.499 D_real: 0.020 D_fake: 0.107 +(epoch: 63, iters: 20908, time: 0.276, data: 0.016) G_GAN: 5.808 G_L1: 10.316 D_real: 0.034 D_fake: 0.132 +(epoch: 63, iters: 21008, time: 0.600, data: 0.016) G_GAN: 4.772 G_L1: 4.468 D_real: 0.004 D_fake: 0.038 +(epoch: 63, iters: 21108, time: 0.295, data: 0.019) G_GAN: 2.557 G_L1: 3.827 D_real: 0.228 D_fake: 0.230 +(epoch: 63, iters: 21208, time: 0.284, data: 0.017) G_GAN: 4.359 G_L1: 9.311 D_real: 0.001 D_fake: 0.046 +(epoch: 63, iters: 21308, time: 0.305, data: 0.018) G_GAN: 4.949 G_L1: 5.375 D_real: 0.004 D_fake: 0.076 +(epoch: 63, iters: 21408, time: 0.401, data: 0.018) G_GAN: 3.356 G_L1: 4.590 D_real: 0.016 D_fake: 0.061 +(epoch: 63, iters: 21508, time: 0.302, data: 0.018) G_GAN: 3.710 G_L1: 3.668 D_real: 0.001 D_fake: 0.254 +(epoch: 63, iters: 21608, time: 0.294, data: 0.018) G_GAN: 2.188 G_L1: 4.826 D_real: 0.000 D_fake: 0.557 +(epoch: 63, iters: 21708, time: 0.296, data: 0.017) G_GAN: 2.721 G_L1: 7.488 D_real: 0.001 D_fake: 0.320 +(epoch: 63, iters: 21808, time: 0.413, data: 0.017) G_GAN: 4.486 G_L1: 6.680 D_real: 0.045 D_fake: 0.277 +(epoch: 63, iters: 21908, time: 0.285, data: 0.016) G_GAN: 5.825 G_L1: 6.593 D_real: 0.002 D_fake: 0.308 +(epoch: 63, iters: 22008, time: 0.298, data: 0.018) G_GAN: 4.972 G_L1: 4.842 D_real: 0.370 D_fake: 0.196 +(epoch: 63, iters: 22108, time: 0.285, data: 0.019) G_GAN: 3.001 G_L1: 3.932 D_real: 0.000 D_fake: 0.471 +(epoch: 63, iters: 22208, time: 0.422, data: 0.018) G_GAN: 3.480 G_L1: 5.214 D_real: 0.000 D_fake: 0.076 +(epoch: 63, iters: 22308, time: 0.291, data: 0.020) G_GAN: 3.179 G_L1: 3.644 D_real: 0.004 D_fake: 0.090 +(epoch: 63, iters: 22408, time: 0.292, data: 0.018) G_GAN: 2.995 G_L1: 5.044 D_real: 0.000 D_fake: 0.114 +(epoch: 63, iters: 22508, time: 0.265, data: 0.017) G_GAN: 2.835 G_L1: 4.847 D_real: 0.009 D_fake: 0.133 +(epoch: 63, iters: 22608, time: 0.418, data: 0.015) G_GAN: 2.832 G_L1: 5.106 D_real: 0.000 D_fake: 0.265 +(epoch: 63, iters: 22708, time: 0.283, data: 0.019) G_GAN: 3.634 G_L1: 5.663 D_real: 0.064 D_fake: 0.053 +(epoch: 63, iters: 22808, time: 0.266, data: 0.015) G_GAN: 2.851 G_L1: 4.752 D_real: 0.001 D_fake: 0.112 +(epoch: 63, iters: 22908, time: 0.292, data: 0.016) G_GAN: 4.350 G_L1: 5.969 D_real: 0.042 D_fake: 0.086 +(epoch: 63, iters: 23008, time: 0.580, data: 0.016) G_GAN: 1.933 G_L1: 3.928 D_real: 0.000 D_fake: 0.192 +(epoch: 63, iters: 23108, time: 0.294, data: 0.017) G_GAN: 2.440 G_L1: 4.343 D_real: 0.000 D_fake: 0.161 +(epoch: 63, iters: 23208, time: 0.306, data: 0.018) G_GAN: 4.105 G_L1: 6.782 D_real: 0.009 D_fake: 0.083 +(epoch: 63, iters: 23308, time: 0.290, data: 0.019) G_GAN: 4.997 G_L1: 7.351 D_real: 0.001 D_fake: 0.212 +(epoch: 63, iters: 23408, time: 0.404, data: 0.018) G_GAN: 5.135 G_L1: 4.253 D_real: 0.065 D_fake: 0.124 +(epoch: 63, iters: 23508, time: 0.302, data: 0.018) G_GAN: 3.557 G_L1: 4.340 D_real: 0.137 D_fake: 0.116 +(epoch: 63, iters: 23608, time: 0.302, data: 0.018) G_GAN: 4.324 G_L1: 5.325 D_real: 0.017 D_fake: 0.149 +(epoch: 63, iters: 23708, time: 0.304, data: 0.019) G_GAN: 4.334 G_L1: 5.533 D_real: 0.002 D_fake: 0.143 +(epoch: 63, iters: 23808, time: 0.422, data: 0.019) G_GAN: 3.012 G_L1: 4.183 D_real: 0.006 D_fake: 0.181 +(epoch: 63, iters: 23908, time: 0.284, data: 0.018) G_GAN: 3.267 G_L1: 4.420 D_real: 0.000 D_fake: 0.244 +(epoch: 63, iters: 24008, time: 0.296, data: 0.018) G_GAN: 4.736 G_L1: 7.893 D_real: 0.002 D_fake: 0.045 +(epoch: 63, iters: 24108, time: 0.296, data: 0.019) G_GAN: 3.432 G_L1: 5.940 D_real: 0.002 D_fake: 0.500 +(epoch: 63, iters: 24208, time: 0.416, data: 0.018) G_GAN: 2.748 G_L1: 5.092 D_real: 0.007 D_fake: 0.267 +(epoch: 63, iters: 24308, time: 0.296, data: 0.018) G_GAN: 3.324 G_L1: 5.612 D_real: 0.003 D_fake: 0.155 +(epoch: 63, iters: 24408, time: 0.297, data: 0.019) G_GAN: 2.869 G_L1: 6.591 D_real: 0.001 D_fake: 0.131 +(epoch: 63, iters: 24508, time: 0.297, data: 0.018) G_GAN: 4.189 G_L1: 6.080 D_real: 0.009 D_fake: 0.255 +(epoch: 63, iters: 24608, time: 0.393, data: 0.018) G_GAN: 1.855 G_L1: 4.685 D_real: 0.045 D_fake: 0.095 +(epoch: 63, iters: 24708, time: 0.303, data: 0.018) G_GAN: 2.852 G_L1: 5.315 D_real: 0.000 D_fake: 0.726 +(epoch: 63, iters: 24808, time: 0.292, data: 0.020) G_GAN: 3.945 G_L1: 6.084 D_real: 0.001 D_fake: 0.312 +(epoch: 63, iters: 24908, time: 0.302, data: 0.020) G_GAN: 3.625 G_L1: 5.526 D_real: 0.000 D_fake: 0.219 +(epoch: 63, iters: 25008, time: 0.596, data: 0.019) G_GAN: 2.610 G_L1: 3.631 D_real: 0.002 D_fake: 0.149 +(epoch: 63, iters: 25108, time: 0.293, data: 0.018) G_GAN: 2.882 G_L1: 4.515 D_real: 0.034 D_fake: 0.367 +(epoch: 63, iters: 25208, time: 0.290, data: 0.019) G_GAN: 3.276 G_L1: 5.698 D_real: 0.035 D_fake: 0.168 +(epoch: 63, iters: 25308, time: 0.289, data: 0.018) G_GAN: 3.496 G_L1: 4.750 D_real: 0.000 D_fake: 0.267 +(epoch: 63, iters: 25408, time: 0.416, data: 0.018) G_GAN: 4.744 G_L1: 4.444 D_real: 0.002 D_fake: 0.108 +(epoch: 63, iters: 25508, time: 0.306, data: 0.021) G_GAN: 2.053 G_L1: 3.461 D_real: 0.000 D_fake: 0.457 +(epoch: 63, iters: 25608, time: 0.306, data: 0.020) G_GAN: 4.578 G_L1: 5.203 D_real: 0.588 D_fake: 0.061 +(epoch: 63, iters: 25708, time: 0.305, data: 0.020) G_GAN: 2.812 G_L1: 4.051 D_real: 0.002 D_fake: 0.161 +(epoch: 63, iters: 25808, time: 0.421, data: 0.019) G_GAN: 4.603 G_L1: 5.200 D_real: 0.103 D_fake: 0.026 +(epoch: 63, iters: 25908, time: 0.307, data: 0.020) G_GAN: 2.843 G_L1: 3.517 D_real: 0.004 D_fake: 0.092 +(epoch: 63, iters: 26008, time: 0.313, data: 0.019) G_GAN: 3.458 G_L1: 5.352 D_real: 0.007 D_fake: 0.241 +(epoch: 63, iters: 26108, time: 0.302, data: 0.022) G_GAN: 2.855 G_L1: 4.896 D_real: 0.000 D_fake: 0.244 +(epoch: 63, iters: 26208, time: 0.406, data: 0.019) G_GAN: 2.913 G_L1: 4.254 D_real: 0.000 D_fake: 0.061 +(epoch: 63, iters: 26308, time: 0.303, data: 0.021) G_GAN: 3.703 G_L1: 5.238 D_real: 0.005 D_fake: 0.167 +(epoch: 63, iters: 26408, time: 0.304, data: 0.020) G_GAN: 3.401 G_L1: 4.666 D_real: 0.227 D_fake: 0.198 +(epoch: 63, iters: 26508, time: 0.298, data: 0.019) G_GAN: 2.492 G_L1: 4.662 D_real: 0.031 D_fake: 0.148 +(epoch: 63, iters: 26608, time: 0.416, data: 0.020) G_GAN: 3.352 G_L1: 4.135 D_real: 0.009 D_fake: 0.197 +(epoch: 63, iters: 26708, time: 0.305, data: 0.020) G_GAN: 5.106 G_L1: 6.880 D_real: 0.035 D_fake: 1.417 +(epoch: 63, iters: 26808, time: 0.300, data: 0.020) G_GAN: 4.128 G_L1: 4.049 D_real: 0.011 D_fake: 0.131 +(epoch: 63, iters: 26908, time: 0.305, data: 0.018) G_GAN: 5.029 G_L1: 3.979 D_real: 0.064 D_fake: 0.058 +(epoch: 63, iters: 27008, time: 0.604, data: 0.019) G_GAN: 6.809 G_L1: 4.266 D_real: 0.004 D_fake: 0.004 +(epoch: 63, iters: 27108, time: 0.299, data: 0.018) G_GAN: 2.786 G_L1: 4.215 D_real: 0.037 D_fake: 0.196 +(epoch: 63, iters: 27208, time: 0.297, data: 0.019) G_GAN: 5.498 G_L1: 4.960 D_real: 0.054 D_fake: 0.208 +(epoch: 63, iters: 27308, time: 0.280, data: 0.022) G_GAN: 4.549 G_L1: 6.115 D_real: 0.296 D_fake: 0.037 +(epoch: 63, iters: 27408, time: 0.418, data: 0.017) G_GAN: 2.258 G_L1: 4.902 D_real: 0.002 D_fake: 0.441 +(epoch: 63, iters: 27508, time: 0.303, data: 0.019) G_GAN: 4.111 G_L1: 4.460 D_real: 0.000 D_fake: 0.066 +(epoch: 63, iters: 27608, time: 0.299, data: 0.020) G_GAN: 6.226 G_L1: 6.697 D_real: 0.000 D_fake: 0.051 +(epoch: 63, iters: 27708, time: 0.294, data: 0.018) G_GAN: 4.212 G_L1: 6.723 D_real: 0.003 D_fake: 0.120 +(epoch: 63, iters: 27808, time: 0.415, data: 0.020) G_GAN: 6.555 G_L1: 7.016 D_real: 0.001 D_fake: 0.014 +(epoch: 63, iters: 27908, time: 0.296, data: 0.020) G_GAN: 5.025 G_L1: 3.493 D_real: 0.002 D_fake: 0.190 +(epoch: 63, iters: 28008, time: 0.297, data: 0.018) G_GAN: 4.782 G_L1: 3.756 D_real: 0.261 D_fake: 0.021 +(epoch: 63, iters: 28108, time: 0.304, data: 0.019) G_GAN: 6.518 G_L1: 8.257 D_real: 0.014 D_fake: 0.121 +(epoch: 63, iters: 28208, time: 0.396, data: 0.019) G_GAN: 4.946 G_L1: 4.625 D_real: 0.019 D_fake: 0.478 +(epoch: 63, iters: 28308, time: 0.297, data: 0.021) G_GAN: 5.497 G_L1: 4.254 D_real: 0.014 D_fake: 0.056 +(epoch: 63, iters: 28408, time: 0.302, data: 0.018) G_GAN: 6.274 G_L1: 6.864 D_real: 0.226 D_fake: 0.042 +(epoch: 63, iters: 28508, time: 0.305, data: 0.020) G_GAN: 6.357 G_L1: 4.219 D_real: 0.003 D_fake: 0.015 +(epoch: 63, iters: 28608, time: 0.408, data: 0.019) G_GAN: 5.066 G_L1: 4.720 D_real: 0.015 D_fake: 0.297 +(epoch: 63, iters: 28708, time: 0.301, data: 0.017) G_GAN: 6.264 G_L1: 11.096 D_real: 0.002 D_fake: 0.011 +(epoch: 63, iters: 28808, time: 0.292, data: 0.019) G_GAN: 7.563 G_L1: 7.571 D_real: 0.280 D_fake: 0.012 +(epoch: 63, iters: 28908, time: 0.302, data: 0.018) G_GAN: 7.886 G_L1: 10.781 D_real: 0.006 D_fake: 0.005 +(epoch: 63, iters: 29008, time: 0.605, data: 0.018) G_GAN: 6.411 G_L1: 4.197 D_real: 0.003 D_fake: 0.043 +(epoch: 63, iters: 29108, time: 0.302, data: 0.018) G_GAN: 5.175 G_L1: 3.274 D_real: 0.001 D_fake: 0.047 +(epoch: 63, iters: 29208, time: 0.283, data: 0.020) G_GAN: 7.927 G_L1: 3.784 D_real: 0.001 D_fake: 0.033 +(epoch: 63, iters: 29308, time: 0.293, data: 0.016) G_GAN: 7.129 G_L1: 4.587 D_real: 0.037 D_fake: 0.021 +(epoch: 63, iters: 29408, time: 0.413, data: 0.017) G_GAN: 6.950 G_L1: 6.779 D_real: 0.001 D_fake: 0.008 +(epoch: 63, iters: 29508, time: 0.303, data: 0.018) G_GAN: 7.368 G_L1: 5.796 D_real: 0.001 D_fake: 0.035 +(epoch: 63, iters: 29608, time: 0.290, data: 0.021) G_GAN: 5.188 G_L1: 3.966 D_real: 0.030 D_fake: 0.076 +(epoch: 63, iters: 29708, time: 0.290, data: 0.019) G_GAN: 7.474 G_L1: 4.516 D_real: 0.002 D_fake: 0.013 +(epoch: 63, iters: 29808, time: 0.388, data: 0.018) G_GAN: 6.789 G_L1: 4.162 D_real: 0.003 D_fake: 0.006 +(epoch: 63, iters: 29908, time: 0.300, data: 0.021) G_GAN: 8.213 G_L1: 5.794 D_real: 0.024 D_fake: 0.063 +(epoch: 63, iters: 30008, time: 0.306, data: 0.019) G_GAN: 4.074 G_L1: 4.835 D_real: 0.094 D_fake: 0.034 +(epoch: 63, iters: 30108, time: 0.303, data: 0.020) G_GAN: 6.225 G_L1: 5.255 D_real: 0.001 D_fake: 0.014 +(epoch: 63, iters: 30208, time: 0.423, data: 0.019) G_GAN: 3.566 G_L1: 4.586 D_real: 0.000 D_fake: 0.148 +(epoch: 63, iters: 30308, time: 0.292, data: 0.019) G_GAN: 4.176 G_L1: 3.580 D_real: 0.006 D_fake: 0.032 +(epoch: 63, iters: 30408, time: 0.302, data: 0.018) G_GAN: 3.804 G_L1: 4.635 D_real: 0.000 D_fake: 0.053 +(epoch: 63, iters: 30508, time: 0.305, data: 0.018) G_GAN: 5.479 G_L1: 5.788 D_real: 0.000 D_fake: 0.195 +(epoch: 63, iters: 30608, time: 0.425, data: 0.021) G_GAN: 5.590 G_L1: 5.984 D_real: 0.006 D_fake: 0.051 +(epoch: 63, iters: 30708, time: 0.296, data: 0.018) G_GAN: 5.245 G_L1: 3.218 D_real: 0.004 D_fake: 0.071 +(epoch: 63, iters: 30808, time: 0.303, data: 0.019) G_GAN: 6.557 G_L1: 7.969 D_real: 0.000 D_fake: 0.030 +(epoch: 63, iters: 30908, time: 0.297, data: 0.019) G_GAN: 5.126 G_L1: 8.551 D_real: 0.000 D_fake: 0.038 +(epoch: 63, iters: 31008, time: 0.564, data: 0.020) G_GAN: 4.333 G_L1: 4.386 D_real: 0.000 D_fake: 0.052 +(epoch: 63, iters: 31108, time: 0.299, data: 0.019) G_GAN: 4.894 G_L1: 4.257 D_real: 0.001 D_fake: 0.121 +(epoch: 63, iters: 31208, time: 0.303, data: 0.019) G_GAN: 2.750 G_L1: 3.820 D_real: 0.002 D_fake: 0.054 +(epoch: 63, iters: 31308, time: 0.299, data: 0.019) G_GAN: 5.090 G_L1: 4.293 D_real: 0.046 D_fake: 0.058 +(epoch: 63, iters: 31408, time: 0.385, data: 0.023) G_GAN: 4.413 G_L1: 4.054 D_real: 0.067 D_fake: 0.058 +(epoch: 63, iters: 31508, time: 0.304, data: 0.017) G_GAN: 4.654 G_L1: 4.987 D_real: 0.000 D_fake: 0.041 +(epoch: 63, iters: 31608, time: 0.304, data: 0.025) G_GAN: 4.462 G_L1: 6.641 D_real: 0.000 D_fake: 0.148 +(epoch: 63, iters: 31708, time: 0.305, data: 0.020) G_GAN: 5.910 G_L1: 6.686 D_real: 0.006 D_fake: 0.104 +(epoch: 63, iters: 31808, time: 0.425, data: 0.019) G_GAN: 5.034 G_L1: 3.389 D_real: 0.242 D_fake: 0.014 +(epoch: 63, iters: 31908, time: 0.303, data: 0.023) G_GAN: 6.245 G_L1: 4.350 D_real: 0.000 D_fake: 0.027 +(epoch: 63, iters: 32008, time: 0.301, data: 0.019) G_GAN: 4.512 G_L1: 6.162 D_real: 0.000 D_fake: 0.061 +(epoch: 63, iters: 32108, time: 0.299, data: 0.019) G_GAN: 4.439 G_L1: 4.921 D_real: 0.000 D_fake: 0.127 +(epoch: 63, iters: 32208, time: 0.417, data: 0.019) G_GAN: 3.861 G_L1: 5.280 D_real: 0.219 D_fake: 0.102 +(epoch: 63, iters: 32308, time: 0.294, data: 0.018) G_GAN: 4.721 G_L1: 1.917 D_real: 0.000 D_fake: 0.050 +(epoch: 63, iters: 32408, time: 0.302, data: 0.022) G_GAN: 2.965 G_L1: 4.773 D_real: 0.000 D_fake: 0.206 +(epoch: 63, iters: 32508, time: 0.303, data: 0.023) G_GAN: 3.760 G_L1: 3.852 D_real: 0.001 D_fake: 0.032 +(epoch: 63, iters: 32608, time: 0.420, data: 0.020) G_GAN: 4.929 G_L1: 4.696 D_real: 0.000 D_fake: 0.053 +(epoch: 63, iters: 32708, time: 0.298, data: 0.019) G_GAN: 2.783 G_L1: 4.406 D_real: 0.002 D_fake: 0.138 +(epoch: 63, iters: 32808, time: 0.294, data: 0.019) G_GAN: 3.445 G_L1: 7.690 D_real: 0.001 D_fake: 0.750 +(epoch: 63, iters: 32908, time: 0.296, data: 0.019) G_GAN: 3.398 G_L1: 4.628 D_real: 0.027 D_fake: 0.069 +(epoch: 63, iters: 33008, time: 0.601, data: 0.018) G_GAN: 2.741 G_L1: 2.633 D_real: 0.108 D_fake: 0.113 +(epoch: 63, iters: 33108, time: 0.290, data: 0.019) G_GAN: 2.655 G_L1: 4.178 D_real: 0.000 D_fake: 0.371 +(epoch: 63, iters: 33208, time: 0.288, data: 0.019) G_GAN: 6.322 G_L1: 11.822 D_real: 0.000 D_fake: 0.080 +(epoch: 63, iters: 33308, time: 0.301, data: 0.019) G_GAN: 4.911 G_L1: 5.256 D_real: 0.000 D_fake: 0.049 +(epoch: 63, iters: 33408, time: 0.384, data: 0.019) G_GAN: 5.037 G_L1: 9.371 D_real: 0.000 D_fake: 0.180 +(epoch: 63, iters: 33508, time: 0.304, data: 0.018) G_GAN: 3.452 G_L1: 3.541 D_real: 0.002 D_fake: 0.127 +(epoch: 63, iters: 33608, time: 0.304, data: 0.024) G_GAN: 4.059 G_L1: 3.345 D_real: 0.010 D_fake: 0.132 +(epoch: 63, iters: 33708, time: 0.308, data: 0.019) G_GAN: 4.383 G_L1: 6.904 D_real: 0.001 D_fake: 0.027 +(epoch: 63, iters: 33808, time: 0.389, data: 0.020) G_GAN: 4.674 G_L1: 3.867 D_real: 0.011 D_fake: 0.029 +(epoch: 63, iters: 33908, time: 0.303, data: 0.020) G_GAN: 4.722 G_L1: 2.904 D_real: 0.005 D_fake: 0.079 +(epoch: 63, iters: 34008, time: 0.305, data: 0.021) G_GAN: 5.585 G_L1: 3.480 D_real: 0.147 D_fake: 0.167 +(epoch: 63, iters: 34108, time: 0.296, data: 0.019) G_GAN: 4.953 G_L1: 4.186 D_real: 0.000 D_fake: 0.025 +(epoch: 63, iters: 34208, time: 0.425, data: 0.018) G_GAN: 7.079 G_L1: 6.204 D_real: 0.000 D_fake: 0.019 +(epoch: 63, iters: 34308, time: 0.294, data: 0.018) G_GAN: 4.257 G_L1: 5.474 D_real: 0.000 D_fake: 0.171 +(epoch: 63, iters: 34408, time: 0.290, data: 0.017) G_GAN: 4.235 G_L1: 4.839 D_real: 0.000 D_fake: 0.056 +(epoch: 63, iters: 34508, time: 0.293, data: 0.017) G_GAN: 5.355 G_L1: 6.561 D_real: 0.018 D_fake: 0.289 +(epoch: 63, iters: 34608, time: 0.416, data: 0.017) G_GAN: 3.689 G_L1: 4.455 D_real: 0.001 D_fake: 0.378 +(epoch: 63, iters: 34708, time: 0.289, data: 0.022) G_GAN: 2.088 G_L1: 4.524 D_real: 0.000 D_fake: 0.319 +(epoch: 63, iters: 34808, time: 0.288, data: 0.018) G_GAN: 3.928 G_L1: 6.048 D_real: 0.000 D_fake: 0.080 +(epoch: 63, iters: 34908, time: 0.295, data: 0.018) G_GAN: 3.557 G_L1: 6.253 D_real: 0.002 D_fake: 0.149 +(epoch: 63, iters: 35008, time: 0.596, data: 0.019) G_GAN: 3.123 G_L1: 4.037 D_real: 0.003 D_fake: 0.169 +(epoch: 63, iters: 35108, time: 0.302, data: 0.018) G_GAN: 3.781 G_L1: 4.413 D_real: 0.114 D_fake: 0.069 +(epoch: 63, iters: 35208, time: 0.268, data: 0.017) G_GAN: 2.858 G_L1: 4.100 D_real: 0.000 D_fake: 0.518 +(epoch: 63, iters: 35308, time: 0.301, data: 0.014) G_GAN: 4.452 G_L1: 4.184 D_real: 0.000 D_fake: 0.612 +(epoch: 63, iters: 35408, time: 0.418, data: 0.017) G_GAN: 3.088 G_L1: 4.015 D_real: 0.002 D_fake: 0.119 +(epoch: 63, iters: 35508, time: 0.306, data: 0.018) G_GAN: 4.143 G_L1: 5.097 D_real: 0.105 D_fake: 0.063 +(epoch: 63, iters: 35608, time: 0.281, data: 0.019) G_GAN: 3.945 G_L1: 4.292 D_real: 0.040 D_fake: 0.186 +(epoch: 63, iters: 35708, time: 0.285, data: 0.019) G_GAN: 3.360 G_L1: 4.282 D_real: 0.000 D_fake: 0.199 +(epoch: 63, iters: 35808, time: 0.423, data: 0.016) G_GAN: 2.930 G_L1: 6.238 D_real: 0.000 D_fake: 0.376 +(epoch: 63, iters: 35908, time: 0.294, data: 0.024) G_GAN: 3.265 G_L1: 3.875 D_real: 0.000 D_fake: 0.253 +(epoch: 63, iters: 36008, time: 0.288, data: 0.017) G_GAN: 3.313 G_L1: 5.527 D_real: 0.000 D_fake: 0.836 +(epoch: 63, iters: 36108, time: 0.298, data: 0.017) G_GAN: 3.926 G_L1: 5.050 D_real: 0.000 D_fake: 0.225 +(epoch: 63, iters: 36208, time: 0.407, data: 0.018) G_GAN: 4.050 G_L1: 5.618 D_real: 0.000 D_fake: 0.560 +(epoch: 63, iters: 36308, time: 0.301, data: 0.019) G_GAN: 3.190 G_L1: 5.035 D_real: 0.000 D_fake: 0.464 +(epoch: 63, iters: 36408, time: 0.294, data: 0.017) G_GAN: 3.659 G_L1: 6.810 D_real: 0.000 D_fake: 0.214 +(epoch: 63, iters: 36508, time: 0.311, data: 0.019) G_GAN: 3.735 G_L1: 5.531 D_real: 0.000 D_fake: 1.242 +(epoch: 63, iters: 36608, time: 0.379, data: 0.018) G_GAN: 2.273 G_L1: 4.014 D_real: 0.000 D_fake: 0.173 +(epoch: 63, iters: 36708, time: 0.296, data: 0.017) G_GAN: 2.650 G_L1: 4.792 D_real: 0.000 D_fake: 0.302 +(epoch: 63, iters: 36808, time: 0.294, data: 0.018) G_GAN: 1.860 G_L1: 4.714 D_real: 0.000 D_fake: 0.726 +(epoch: 63, iters: 36908, time: 0.304, data: 0.019) G_GAN: 3.190 G_L1: 4.520 D_real: 0.000 D_fake: 0.125 +(epoch: 63, iters: 37008, time: 0.610, data: 0.019) G_GAN: 1.689 G_L1: 4.718 D_real: 0.000 D_fake: 0.507 +(epoch: 63, iters: 37108, time: 0.296, data: 0.017) G_GAN: 4.002 G_L1: 5.421 D_real: 0.000 D_fake: 0.417 +(epoch: 63, iters: 37208, time: 0.293, data: 0.018) G_GAN: 2.545 G_L1: 4.519 D_real: 0.003 D_fake: 0.396 +(epoch: 63, iters: 37308, time: 0.300, data: 0.022) G_GAN: 4.111 G_L1: 6.621 D_real: 0.002 D_fake: 0.134 +(epoch: 63, iters: 37408, time: 0.380, data: 0.019) G_GAN: 2.877 G_L1: 6.567 D_real: 0.000 D_fake: 0.477 +(epoch: 63, iters: 37508, time: 0.302, data: 0.017) G_GAN: 2.198 G_L1: 4.441 D_real: 0.000 D_fake: 0.846 +(epoch: 63, iters: 37608, time: 0.293, data: 0.018) G_GAN: 2.827 G_L1: 5.388 D_real: 0.000 D_fake: 0.386 +(epoch: 63, iters: 37708, time: 0.301, data: 0.018) G_GAN: 2.407 G_L1: 13.321 D_real: 0.001 D_fake: 0.108 +(epoch: 63, iters: 37808, time: 0.392, data: 0.018) G_GAN: 1.385 G_L1: 3.820 D_real: 0.000 D_fake: 0.531 +(epoch: 63, iters: 37908, time: 0.291, data: 0.016) G_GAN: 3.743 G_L1: 4.016 D_real: 0.000 D_fake: 0.078 +(epoch: 63, iters: 38008, time: 0.304, data: 0.018) G_GAN: 3.460 G_L1: 9.900 D_real: 0.015 D_fake: 0.470 +(epoch: 63, iters: 38108, time: 0.294, data: 0.018) G_GAN: 3.298 G_L1: 5.259 D_real: 0.000 D_fake: 0.284 +(epoch: 63, iters: 38208, time: 0.385, data: 0.018) G_GAN: 2.331 G_L1: 4.152 D_real: 0.000 D_fake: 0.370 +(epoch: 63, iters: 38308, time: 0.282, data: 0.017) G_GAN: 3.739 G_L1: 6.681 D_real: 0.000 D_fake: 0.294 +(epoch: 63, iters: 38408, time: 0.286, data: 0.016) G_GAN: 2.916 G_L1: 4.871 D_real: 0.000 D_fake: 0.174 +(epoch: 63, iters: 38508, time: 0.300, data: 0.016) G_GAN: 2.124 G_L1: 5.983 D_real: 0.000 D_fake: 0.357 +(epoch: 63, iters: 38608, time: 0.424, data: 0.018) G_GAN: 1.518 G_L1: 4.811 D_real: 0.003 D_fake: 0.246 +(epoch: 63, iters: 38708, time: 0.301, data: 0.020) G_GAN: 2.604 G_L1: 3.481 D_real: 0.000 D_fake: 0.150 +(epoch: 63, iters: 38808, time: 0.288, data: 0.018) G_GAN: 1.712 G_L1: 3.561 D_real: 0.000 D_fake: 0.498 +(epoch: 63, iters: 38908, time: 0.299, data: 0.018) G_GAN: 2.782 G_L1: 4.598 D_real: 0.000 D_fake: 0.346 +(epoch: 63, iters: 39008, time: 0.584, data: 0.021) G_GAN: 2.404 G_L1: 2.963 D_real: 0.001 D_fake: 0.216 +(epoch: 63, iters: 39108, time: 0.297, data: 0.018) G_GAN: 1.875 G_L1: 4.775 D_real: 0.000 D_fake: 0.550 +(epoch: 63, iters: 39208, time: 0.289, data: 0.018) G_GAN: 4.257 G_L1: 8.424 D_real: 0.000 D_fake: 0.106 +(epoch: 63, iters: 39308, time: 0.289, data: 0.016) G_GAN: 1.912 G_L1: 4.700 D_real: 0.000 D_fake: 0.365 +(epoch: 63, iters: 39408, time: 0.416, data: 0.018) G_GAN: 3.123 G_L1: 8.074 D_real: 0.000 D_fake: 0.109 +(epoch: 63, iters: 39508, time: 0.288, data: 0.018) G_GAN: 1.356 G_L1: 4.556 D_real: 0.000 D_fake: 0.433 +(epoch: 63, iters: 39608, time: 0.290, data: 0.019) G_GAN: 1.978 G_L1: 3.785 D_real: 0.001 D_fake: 0.369 +(epoch: 63, iters: 39708, time: 0.289, data: 0.018) G_GAN: 2.853 G_L1: 4.246 D_real: 0.000 D_fake: 0.240 +(epoch: 63, iters: 39808, time: 0.409, data: 0.018) G_GAN: 1.624 G_L1: 5.212 D_real: 0.000 D_fake: 0.692 +(epoch: 63, iters: 39908, time: 0.279, data: 0.017) G_GAN: 2.075 G_L1: 4.718 D_real: 0.000 D_fake: 0.320 +(epoch: 63, iters: 40008, time: 0.296, data: 0.015) G_GAN: 2.438 G_L1: 3.404 D_real: 0.000 D_fake: 0.885 +(epoch: 63, iters: 40108, time: 0.288, data: 0.018) G_GAN: 2.458 G_L1: 5.214 D_real: 0.000 D_fake: 0.123 +(epoch: 63, iters: 40208, time: 0.413, data: 0.017) G_GAN: 4.950 G_L1: 9.095 D_real: 0.004 D_fake: 0.116 +(epoch: 63, iters: 40308, time: 0.297, data: 0.018) G_GAN: 2.786 G_L1: 5.059 D_real: 0.001 D_fake: 0.378 +(epoch: 63, iters: 40408, time: 0.295, data: 0.017) G_GAN: 2.385 G_L1: 4.041 D_real: 0.000 D_fake: 0.459 +(epoch: 63, iters: 40508, time: 0.284, data: 0.019) G_GAN: 2.866 G_L1: 4.558 D_real: 0.001 D_fake: 0.268 +(epoch: 63, iters: 40608, time: 0.414, data: 0.019) G_GAN: 2.117 G_L1: 5.576 D_real: 0.002 D_fake: 0.464 +(epoch: 63, iters: 40708, time: 0.294, data: 0.018) G_GAN: 1.758 G_L1: 4.745 D_real: 0.000 D_fake: 0.343 +(epoch: 63, iters: 40808, time: 0.293, data: 0.018) G_GAN: 2.787 G_L1: 6.046 D_real: 0.001 D_fake: 0.395 +(epoch: 63, iters: 40908, time: 0.289, data: 0.023) G_GAN: 5.079 G_L1: 5.253 D_real: 0.000 D_fake: 0.083 +(epoch: 63, iters: 41008, time: 0.592, data: 0.016) G_GAN: 2.975 G_L1: 5.276 D_real: 0.013 D_fake: 0.222 +(epoch: 63, iters: 41108, time: 0.286, data: 0.017) G_GAN: 3.043 G_L1: 6.952 D_real: 0.000 D_fake: 0.275 +(epoch: 63, iters: 41208, time: 0.287, data: 0.018) G_GAN: 2.586 G_L1: 6.302 D_real: 0.004 D_fake: 0.359 +(epoch: 63, iters: 41308, time: 0.289, data: 0.017) G_GAN: 2.100 G_L1: 5.393 D_real: 0.002 D_fake: 0.156 +(epoch: 63, iters: 41408, time: 0.400, data: 0.018) G_GAN: 1.539 G_L1: 3.403 D_real: 0.005 D_fake: 0.489 +(epoch: 63, iters: 41508, time: 0.292, data: 0.017) G_GAN: 1.266 G_L1: 4.153 D_real: 0.010 D_fake: 0.776 +(epoch: 63, iters: 41608, time: 0.278, data: 0.017) G_GAN: 4.233 G_L1: 4.983 D_real: 0.135 D_fake: 0.175 +(epoch: 63, iters: 41708, time: 0.275, data: 0.019) G_GAN: 2.890 G_L1: 3.038 D_real: 0.377 D_fake: 0.108 +(epoch: 63, iters: 41808, time: 0.413, data: 0.018) G_GAN: 3.786 G_L1: 3.018 D_real: 0.124 D_fake: 0.067 +(epoch: 63, iters: 41908, time: 0.300, data: 0.018) G_GAN: 4.975 G_L1: 3.677 D_real: 0.031 D_fake: 0.024 +(epoch: 63, iters: 42008, time: 0.280, data: 0.019) G_GAN: 4.579 G_L1: 4.717 D_real: 0.078 D_fake: 0.032 +(epoch: 63, iters: 42108, time: 0.285, data: 0.017) G_GAN: 5.831 G_L1: 3.527 D_real: 0.020 D_fake: 0.016 +(epoch: 63, iters: 42208, time: 0.404, data: 0.017) G_GAN: 3.020 G_L1: 2.308 D_real: 0.105 D_fake: 0.201 +(epoch: 63, iters: 42308, time: 0.296, data: 0.016) G_GAN: 3.984 G_L1: 3.232 D_real: 0.482 D_fake: 0.050 +(epoch: 63, iters: 42408, time: 0.296, data: 0.018) G_GAN: 6.209 G_L1: 3.107 D_real: 0.197 D_fake: 0.060 +(epoch: 63, iters: 42508, time: 0.299, data: 0.019) G_GAN: 3.804 G_L1: 3.446 D_real: 0.072 D_fake: 0.078 +(epoch: 63, iters: 42608, time: 0.396, data: 0.020) G_GAN: 4.084 G_L1: 4.272 D_real: 0.011 D_fake: 0.068 +(epoch: 63, iters: 42708, time: 0.285, data: 0.016) G_GAN: 4.184 G_L1: 3.937 D_real: 0.004 D_fake: 0.161 +(epoch: 63, iters: 42808, time: 0.287, data: 0.017) G_GAN: 2.790 G_L1: 2.389 D_real: 0.077 D_fake: 0.183 +(epoch: 63, iters: 42908, time: 0.294, data: 0.017) G_GAN: 3.653 G_L1: 3.028 D_real: 0.151 D_fake: 0.044 +(epoch: 63, iters: 43008, time: 0.611, data: 0.018) G_GAN: 5.769 G_L1: 6.851 D_real: 0.097 D_fake: 0.022 +(epoch: 63, iters: 43108, time: 0.290, data: 0.018) G_GAN: 3.779 G_L1: 4.528 D_real: 0.256 D_fake: 0.093 +(epoch: 63, iters: 43208, time: 0.294, data: 0.019) G_GAN: 4.792 G_L1: 5.097 D_real: 1.003 D_fake: 0.087 +(epoch: 63, iters: 43308, time: 0.279, data: 0.018) G_GAN: 4.292 G_L1: 4.087 D_real: 0.098 D_fake: 0.045 +(epoch: 63, iters: 43408, time: 0.391, data: 0.021) G_GAN: 3.348 G_L1: 4.954 D_real: 0.004 D_fake: 0.217 +(epoch: 63, iters: 43508, time: 0.283, data: 0.018) G_GAN: 4.902 G_L1: 5.042 D_real: 0.147 D_fake: 0.076 +(epoch: 63, iters: 43608, time: 0.270, data: 0.016) G_GAN: 4.546 G_L1: 4.614 D_real: 0.031 D_fake: 0.062 +(epoch: 63, iters: 43708, time: 0.277, data: 0.016) G_GAN: 3.496 G_L1: 5.986 D_real: 0.551 D_fake: 0.140 +(epoch: 63, iters: 43808, time: 0.413, data: 0.020) G_GAN: 5.372 G_L1: 4.273 D_real: 0.070 D_fake: 0.083 +(epoch: 63, iters: 43908, time: 0.294, data: 0.017) G_GAN: 4.115 G_L1: 2.307 D_real: 0.091 D_fake: 0.285 +(epoch: 63, iters: 44008, time: 0.281, data: 0.019) G_GAN: 6.118 G_L1: 5.653 D_real: 0.004 D_fake: 0.503 +(epoch: 63, iters: 44108, time: 0.292, data: 0.019) G_GAN: 3.692 G_L1: 3.867 D_real: 0.008 D_fake: 0.179 +(epoch: 63, iters: 44208, time: 0.395, data: 0.018) G_GAN: 4.704 G_L1: 4.240 D_real: 0.088 D_fake: 0.033 +(epoch: 63, iters: 44308, time: 0.285, data: 0.015) G_GAN: 6.337 G_L1: 3.623 D_real: 0.065 D_fake: 0.019 +(epoch: 63, iters: 44408, time: 0.291, data: 0.016) G_GAN: 5.453 G_L1: 3.271 D_real: 0.207 D_fake: 0.184 +(epoch: 63, iters: 44508, time: 0.294, data: 0.019) G_GAN: 3.555 G_L1: 3.539 D_real: 0.314 D_fake: 0.138 +(epoch: 63, iters: 44608, time: 0.410, data: 0.018) G_GAN: 5.187 G_L1: 5.095 D_real: 0.008 D_fake: 0.017 +(epoch: 63, iters: 44708, time: 0.289, data: 0.019) G_GAN: 2.523 G_L1: 2.534 D_real: 0.257 D_fake: 0.235 +(epoch: 63, iters: 44808, time: 0.292, data: 0.017) G_GAN: 4.140 G_L1: 5.891 D_real: 0.001 D_fake: 0.369 +(epoch: 63, iters: 44908, time: 0.282, data: 0.019) G_GAN: 4.677 G_L1: 3.773 D_real: 0.013 D_fake: 0.064 +(epoch: 63, iters: 45008, time: 0.571, data: 0.017) G_GAN: 4.269 G_L1: 3.499 D_real: 0.038 D_fake: 0.043 +(epoch: 63, iters: 45108, time: 0.290, data: 0.018) G_GAN: 4.921 G_L1: 3.924 D_real: 0.016 D_fake: 0.011 +(epoch: 63, iters: 45208, time: 0.285, data: 0.018) G_GAN: 5.034 G_L1: 4.351 D_real: 0.087 D_fake: 0.044 +(epoch: 63, iters: 45308, time: 0.273, data: 0.017) G_GAN: 4.504 G_L1: 3.072 D_real: 0.002 D_fake: 0.042 +(epoch: 63, iters: 45408, time: 0.411, data: 0.017) G_GAN: 5.181 G_L1: 3.437 D_real: 0.095 D_fake: 0.029 +(epoch: 63, iters: 45508, time: 0.284, data: 0.020) G_GAN: 3.569 G_L1: 4.133 D_real: 0.261 D_fake: 0.227 +(epoch: 63, iters: 45608, time: 0.292, data: 0.019) G_GAN: 3.998 G_L1: 4.895 D_real: 0.001 D_fake: 0.092 +(epoch: 63, iters: 45708, time: 0.289, data: 0.017) G_GAN: 3.399 G_L1: 4.374 D_real: 0.076 D_fake: 0.204 +(epoch: 63, iters: 45808, time: 0.401, data: 0.018) G_GAN: 4.079 G_L1: 3.503 D_real: 0.091 D_fake: 0.274 +(epoch: 63, iters: 45908, time: 0.286, data: 0.017) G_GAN: 3.983 G_L1: 4.272 D_real: 0.251 D_fake: 0.037 +(epoch: 63, iters: 46008, time: 0.289, data: 0.017) G_GAN: 4.780 G_L1: 4.588 D_real: 0.011 D_fake: 0.025 +(epoch: 63, iters: 46108, time: 0.285, data: 0.018) G_GAN: 4.833 G_L1: 3.599 D_real: 0.159 D_fake: 0.010 +(epoch: 63, iters: 46208, time: 0.385, data: 0.017) G_GAN: 5.857 G_L1: 3.649 D_real: 0.067 D_fake: 0.009 +(epoch: 63, iters: 46308, time: 0.296, data: 0.018) G_GAN: 5.051 G_L1: 3.863 D_real: 0.043 D_fake: 0.147 +(epoch: 63, iters: 46408, time: 0.294, data: 0.019) G_GAN: 5.038 G_L1: 4.319 D_real: 0.025 D_fake: 0.239 +(epoch: 63, iters: 46508, time: 0.289, data: 0.017) G_GAN: 5.025 G_L1: 5.500 D_real: 0.010 D_fake: 0.041 +(epoch: 63, iters: 46608, time: 0.394, data: 0.016) G_GAN: 5.768 G_L1: 3.606 D_real: 0.158 D_fake: 0.021 +(epoch: 63, iters: 46708, time: 0.276, data: 0.017) G_GAN: 5.315 G_L1: 6.167 D_real: 0.007 D_fake: 0.034 +(epoch: 63, iters: 46808, time: 0.292, data: 0.018) G_GAN: 5.990 G_L1: 3.809 D_real: 0.022 D_fake: 0.636 +(epoch: 63, iters: 46908, time: 0.293, data: 0.021) G_GAN: 3.802 G_L1: 2.892 D_real: 0.012 D_fake: 0.243 +(epoch: 63, iters: 47008, time: 0.579, data: 0.018) G_GAN: 4.880 G_L1: 4.069 D_real: 0.117 D_fake: 0.019 +(epoch: 63, iters: 47108, time: 0.278, data: 0.019) G_GAN: 5.331 G_L1: 4.360 D_real: 0.008 D_fake: 0.018 +(epoch: 63, iters: 47208, time: 0.293, data: 0.016) G_GAN: 4.974 G_L1: 4.315 D_real: 0.096 D_fake: 0.313 +(epoch: 63, iters: 47308, time: 0.293, data: 0.016) G_GAN: 4.028 G_L1: 6.808 D_real: 0.011 D_fake: 0.191 +(epoch: 63, iters: 47408, time: 0.391, data: 0.018) G_GAN: 5.419 G_L1: 4.791 D_real: 0.103 D_fake: 0.024 +(epoch: 63, iters: 47508, time: 0.293, data: 0.017) G_GAN: 4.076 G_L1: 4.283 D_real: 0.139 D_fake: 0.533 +(epoch: 63, iters: 47608, time: 0.293, data: 0.017) G_GAN: 2.898 G_L1: 4.184 D_real: 0.492 D_fake: 0.036 +(epoch: 63, iters: 47708, time: 0.285, data: 0.019) G_GAN: 5.744 G_L1: 3.059 D_real: 0.016 D_fake: 0.276 +(epoch: 63, iters: 47808, time: 0.369, data: 0.019) G_GAN: 2.176 G_L1: 3.088 D_real: 0.407 D_fake: 0.091 +(epoch: 63, iters: 47908, time: 0.296, data: 0.021) G_GAN: 4.980 G_L1: 6.368 D_real: 0.012 D_fake: 0.068 +(epoch: 63, iters: 48008, time: 0.297, data: 0.017) G_GAN: 6.666 G_L1: 4.676 D_real: 0.062 D_fake: 0.011 +(epoch: 63, iters: 48108, time: 0.299, data: 0.018) G_GAN: 6.189 G_L1: 3.375 D_real: 0.231 D_fake: 0.016 +(epoch: 63, iters: 48208, time: 0.405, data: 0.019) G_GAN: 8.761 G_L1: 3.752 D_real: 0.045 D_fake: 0.008 +(epoch: 63, iters: 48308, time: 0.277, data: 0.019) G_GAN: 4.466 G_L1: 5.900 D_real: 0.000 D_fake: 0.048 +(epoch: 63, iters: 48408, time: 0.278, data: 0.018) G_GAN: 6.313 G_L1: 3.100 D_real: 0.004 D_fake: 0.093 +(epoch: 63, iters: 48508, time: 0.292, data: 0.017) G_GAN: 5.731 G_L1: 5.163 D_real: 0.000 D_fake: 0.162 +(epoch: 63, iters: 48608, time: 0.405, data: 0.019) G_GAN: 6.290 G_L1: 4.108 D_real: 0.012 D_fake: 0.023 +(epoch: 63, iters: 48708, time: 0.292, data: 0.018) G_GAN: 8.033 G_L1: 2.973 D_real: 0.001 D_fake: 0.009 +(epoch: 63, iters: 48808, time: 0.293, data: 0.018) G_GAN: 3.324 G_L1: 4.410 D_real: 0.695 D_fake: 0.019 +(epoch: 63, iters: 48908, time: 0.283, data: 0.017) G_GAN: 4.158 G_L1: 3.608 D_real: 0.136 D_fake: 0.076 +(epoch: 63, iters: 49008, time: 0.584, data: 0.016) G_GAN: 5.093 G_L1: 4.541 D_real: 0.299 D_fake: 0.029 +(epoch: 63, iters: 49108, time: 0.299, data: 0.020) G_GAN: 2.652 G_L1: 3.948 D_real: 0.438 D_fake: 0.232 +(epoch: 63, iters: 49208, time: 0.278, data: 0.019) G_GAN: 5.515 G_L1: 3.831 D_real: 0.014 D_fake: 0.030 +(epoch: 63, iters: 49308, time: 0.290, data: 0.017) G_GAN: 4.574 G_L1: 5.381 D_real: 0.026 D_fake: 0.062 +(epoch: 63, iters: 49408, time: 0.409, data: 0.016) G_GAN: 3.651 G_L1: 3.201 D_real: 0.811 D_fake: 0.113 +(epoch: 63, iters: 49508, time: 0.293, data: 0.017) G_GAN: 4.002 G_L1: 2.988 D_real: 0.054 D_fake: 0.056 +(epoch: 63, iters: 49608, time: 0.298, data: 0.018) G_GAN: 4.368 G_L1: 3.705 D_real: 0.314 D_fake: 0.046 +(epoch: 63, iters: 49708, time: 0.284, data: 0.019) G_GAN: 3.985 G_L1: 3.531 D_real: 0.007 D_fake: 0.116 +(epoch: 63, iters: 49808, time: 0.408, data: 0.016) G_GAN: 4.850 G_L1: 4.220 D_real: 0.005 D_fake: 0.367 +(epoch: 63, iters: 49908, time: 0.299, data: 0.017) G_GAN: 4.146 G_L1: 4.012 D_real: 0.021 D_fake: 0.063 +(epoch: 63, iters: 50008, time: 0.294, data: 0.017) G_GAN: 4.222 G_L1: 5.569 D_real: 0.002 D_fake: 0.112 +(epoch: 63, iters: 50108, time: 0.290, data: 0.016) G_GAN: 6.731 G_L1: 7.541 D_real: 0.038 D_fake: 0.022 +(epoch: 63, iters: 50208, time: 0.372, data: 0.018) G_GAN: 4.716 G_L1: 2.288 D_real: 0.120 D_fake: 0.011 +(epoch: 63, iters: 50308, time: 0.297, data: 0.015) G_GAN: 5.212 G_L1: 6.539 D_real: 0.008 D_fake: 0.021 +(epoch: 63, iters: 50408, time: 0.289, data: 0.020) G_GAN: 3.983 G_L1: 2.975 D_real: 0.002 D_fake: 0.052 +(epoch: 63, iters: 50508, time: 0.292, data: 0.017) G_GAN: 5.432 G_L1: 5.537 D_real: 0.001 D_fake: 0.013 +(epoch: 63, iters: 50608, time: 0.399, data: 0.018) G_GAN: 5.267 G_L1: 4.312 D_real: 0.079 D_fake: 0.018 +(epoch: 63, iters: 50708, time: 0.289, data: 0.017) G_GAN: 5.314 G_L1: 8.032 D_real: 0.073 D_fake: 0.022 +(epoch: 63, iters: 50808, time: 0.292, data: 0.018) G_GAN: 5.662 G_L1: 5.959 D_real: 0.002 D_fake: 0.502 +(epoch: 63, iters: 50908, time: 0.285, data: 0.018) G_GAN: 3.713 G_L1: 4.361 D_real: 0.005 D_fake: 0.207 +(epoch: 63, iters: 51008, time: 0.617, data: 0.017) G_GAN: 4.450 G_L1: 4.011 D_real: 0.032 D_fake: 0.052 +(epoch: 63, iters: 51108, time: 0.290, data: 0.017) G_GAN: 5.376 G_L1: 3.592 D_real: 0.092 D_fake: 0.016 +(epoch: 63, iters: 51208, time: 0.294, data: 0.016) G_GAN: 4.999 G_L1: 2.969 D_real: 0.032 D_fake: 0.351 +(epoch: 63, iters: 51308, time: 0.291, data: 0.018) G_GAN: 4.898 G_L1: 4.431 D_real: 0.012 D_fake: 0.039 +(epoch: 63, iters: 51408, time: 0.366, data: 0.017) G_GAN: 5.042 G_L1: 3.596 D_real: 0.024 D_fake: 0.057 +(epoch: 63, iters: 51508, time: 0.293, data: 0.015) G_GAN: 4.611 G_L1: 3.432 D_real: 0.124 D_fake: 0.025 +(epoch: 63, iters: 51608, time: 0.289, data: 0.020) G_GAN: 4.974 G_L1: 4.030 D_real: 0.045 D_fake: 0.033 +(epoch: 63, iters: 51708, time: 0.287, data: 0.017) G_GAN: 4.796 G_L1: 4.387 D_real: 0.015 D_fake: 0.038 +(epoch: 63, iters: 51808, time: 0.375, data: 0.016) G_GAN: 3.249 G_L1: 3.005 D_real: 0.339 D_fake: 0.062 +(epoch: 63, iters: 51908, time: 0.297, data: 0.019) G_GAN: 6.790 G_L1: 4.250 D_real: 0.006 D_fake: 0.137 +(epoch: 63, iters: 52008, time: 0.274, data: 0.021) G_GAN: 5.889 G_L1: 3.233 D_real: 0.007 D_fake: 0.007 +(epoch: 63, iters: 52108, time: 0.296, data: 0.015) G_GAN: 3.859 G_L1: 5.125 D_real: 0.266 D_fake: 0.053 +(epoch: 63, iters: 52208, time: 0.414, data: 0.018) G_GAN: 4.377 G_L1: 5.360 D_real: 0.020 D_fake: 0.057 +(epoch: 63, iters: 52308, time: 0.277, data: 0.018) G_GAN: 4.884 G_L1: 3.484 D_real: 0.035 D_fake: 0.033 +(epoch: 63, iters: 52408, time: 0.279, data: 0.016) G_GAN: 5.281 G_L1: 5.430 D_real: 0.085 D_fake: 0.010 +(epoch: 63, iters: 52508, time: 0.297, data: 0.018) G_GAN: 5.764 G_L1: 8.048 D_real: 0.036 D_fake: 0.241 +(epoch: 63, iters: 52608, time: 0.398, data: 0.019) G_GAN: 7.494 G_L1: 3.754 D_real: 0.081 D_fake: 0.004 +(epoch: 63, iters: 52708, time: 0.293, data: 0.016) G_GAN: 5.076 G_L1: 2.953 D_real: 0.128 D_fake: 0.141 +(epoch: 63, iters: 52808, time: 0.295, data: 0.019) G_GAN: 5.659 G_L1: 5.191 D_real: 0.001 D_fake: 0.085 +(epoch: 63, iters: 52908, time: 0.285, data: 0.018) G_GAN: 5.449 G_L1: 3.412 D_real: 0.036 D_fake: 0.044 +(epoch: 63, iters: 53008, time: 0.585, data: 0.015) G_GAN: 4.964 G_L1: 4.356 D_real: 0.035 D_fake: 0.034 +(epoch: 63, iters: 53108, time: 0.293, data: 0.018) G_GAN: 5.781 G_L1: 5.927 D_real: 0.142 D_fake: 0.137 +(epoch: 63, iters: 53208, time: 0.293, data: 0.018) G_GAN: 4.896 G_L1: 4.179 D_real: 0.099 D_fake: 0.026 +(epoch: 63, iters: 53308, time: 0.291, data: 0.019) G_GAN: 4.381 G_L1: 3.747 D_real: 0.234 D_fake: 0.053 +(epoch: 63, iters: 53408, time: 0.396, data: 0.017) G_GAN: 4.469 G_L1: 3.982 D_real: 0.116 D_fake: 0.070 +(epoch: 63, iters: 53508, time: 0.273, data: 0.018) G_GAN: 3.773 G_L1: 4.100 D_real: 0.044 D_fake: 0.244 +(epoch: 63, iters: 53608, time: 0.293, data: 0.018) G_GAN: 5.124 G_L1: 3.652 D_real: 0.004 D_fake: 0.029 +(epoch: 63, iters: 53708, time: 0.282, data: 0.017) G_GAN: 5.133 G_L1: 4.985 D_real: 0.062 D_fake: 0.087 +(epoch: 63, iters: 53808, time: 0.406, data: 0.016) G_GAN: 6.663 G_L1: 6.715 D_real: 0.179 D_fake: 0.019 +(epoch: 63, iters: 53908, time: 0.297, data: 0.016) G_GAN: 5.296 G_L1: 3.587 D_real: 0.000 D_fake: 0.077 +(epoch: 63, iters: 54008, time: 0.291, data: 0.018) G_GAN: 3.493 G_L1: 3.085 D_real: 0.109 D_fake: 0.041 +(epoch: 63, iters: 54108, time: 0.279, data: 0.019) G_GAN: 4.581 G_L1: 6.369 D_real: 0.494 D_fake: 0.234 +(epoch: 63, iters: 54208, time: 0.387, data: 0.017) G_GAN: 3.734 G_L1: 3.201 D_real: 0.069 D_fake: 0.239 +(epoch: 63, iters: 54308, time: 0.292, data: 0.019) G_GAN: 4.621 G_L1: 4.661 D_real: 0.015 D_fake: 0.037 +(epoch: 63, iters: 54408, time: 0.295, data: 0.020) G_GAN: 6.285 G_L1: 2.922 D_real: 0.065 D_fake: 0.397 +(epoch: 63, iters: 54508, time: 0.302, data: 0.022) G_GAN: 6.868 G_L1: 6.612 D_real: 0.015 D_fake: 0.483 +(epoch: 63, iters: 54608, time: 0.383, data: 0.018) G_GAN: 6.355 G_L1: 3.355 D_real: 0.002 D_fake: 0.007 +(epoch: 63, iters: 54708, time: 0.302, data: 0.019) G_GAN: 4.768 G_L1: 3.445 D_real: 0.065 D_fake: 0.260 +(epoch: 63, iters: 54808, time: 0.292, data: 0.019) G_GAN: 4.895 G_L1: 3.958 D_real: 0.015 D_fake: 0.198 +(epoch: 63, iters: 54908, time: 0.311, data: 0.021) G_GAN: 4.423 G_L1: 3.757 D_real: 0.333 D_fake: 0.023 +(epoch: 63, iters: 55008, time: 0.597, data: 0.019) G_GAN: 4.935 G_L1: 4.052 D_real: 0.004 D_fake: 0.044 +(epoch: 63, iters: 55108, time: 0.298, data: 0.020) G_GAN: 6.774 G_L1: 5.760 D_real: 0.009 D_fake: 0.011 +(epoch: 63, iters: 55208, time: 0.280, data: 0.019) G_GAN: 4.329 G_L1: 3.219 D_real: 0.884 D_fake: 0.026 +(epoch: 63, iters: 55308, time: 0.292, data: 0.017) G_GAN: 6.212 G_L1: 4.800 D_real: 0.048 D_fake: 0.052 +(epoch: 63, iters: 55408, time: 0.392, data: 0.021) G_GAN: 5.938 G_L1: 3.730 D_real: 0.000 D_fake: 0.022 +(epoch: 63, iters: 55508, time: 0.302, data: 0.019) G_GAN: 5.353 G_L1: 3.810 D_real: 0.081 D_fake: 0.010 +(epoch: 63, iters: 55608, time: 0.299, data: 0.019) G_GAN: 5.678 G_L1: 2.931 D_real: 0.130 D_fake: 0.028 +(epoch: 63, iters: 55708, time: 0.299, data: 0.018) G_GAN: 5.320 G_L1: 3.504 D_real: 0.064 D_fake: 0.045 +(epoch: 63, iters: 55808, time: 0.412, data: 0.018) G_GAN: 5.039 G_L1: 2.502 D_real: 0.005 D_fake: 0.028 +(epoch: 63, iters: 55908, time: 0.291, data: 0.018) G_GAN: 4.860 G_L1: 3.788 D_real: 0.039 D_fake: 0.090 +(epoch: 63, iters: 56008, time: 0.303, data: 0.018) G_GAN: 4.613 G_L1: 7.984 D_real: 0.150 D_fake: 0.018 +(epoch: 63, iters: 56108, time: 0.292, data: 0.019) G_GAN: 4.032 G_L1: 3.443 D_real: 0.009 D_fake: 0.065 +(epoch: 63, iters: 56208, time: 0.431, data: 0.017) G_GAN: 5.338 G_L1: 3.978 D_real: 0.000 D_fake: 0.030 +(epoch: 63, iters: 56308, time: 0.284, data: 0.019) G_GAN: 4.601 G_L1: 3.067 D_real: 0.033 D_fake: 0.083 +(epoch: 63, iters: 56408, time: 0.302, data: 0.016) G_GAN: 4.388 G_L1: 3.844 D_real: 0.013 D_fake: 0.065 +(epoch: 63, iters: 56508, time: 0.292, data: 0.020) G_GAN: 8.502 G_L1: 4.994 D_real: 0.000 D_fake: 0.002 +(epoch: 63, iters: 56608, time: 0.419, data: 0.018) G_GAN: 5.042 G_L1: 5.555 D_real: 0.016 D_fake: 0.031 +(epoch: 63, iters: 56708, time: 0.301, data: 0.018) G_GAN: 7.607 G_L1: 7.905 D_real: 0.009 D_fake: 0.028 +(epoch: 63, iters: 56808, time: 0.289, data: 0.017) G_GAN: 6.621 G_L1: 4.754 D_real: 0.106 D_fake: 0.009 +(epoch: 63, iters: 56908, time: 0.292, data: 0.017) G_GAN: 4.800 G_L1: 5.716 D_real: 0.131 D_fake: 0.103 +(epoch: 63, iters: 57008, time: 0.592, data: 0.019) G_GAN: 4.674 G_L1: 5.392 D_real: 0.017 D_fake: 0.065 +(epoch: 63, iters: 57108, time: 0.294, data: 0.021) G_GAN: 6.727 G_L1: 5.869 D_real: 0.015 D_fake: 0.012 +(epoch: 63, iters: 57208, time: 0.304, data: 0.018) G_GAN: 4.793 G_L1: 3.462 D_real: 0.020 D_fake: 0.013 +(epoch: 63, iters: 57308, time: 0.300, data: 0.019) G_GAN: 4.485 G_L1: 2.773 D_real: 0.501 D_fake: 0.113 +(epoch: 63, iters: 57408, time: 0.406, data: 0.019) G_GAN: 5.949 G_L1: 4.099 D_real: 0.009 D_fake: 0.008 +(epoch: 63, iters: 57508, time: 0.303, data: 0.017) G_GAN: 5.482 G_L1: 4.014 D_real: 0.006 D_fake: 0.041 +(epoch: 63, iters: 57608, time: 0.305, data: 0.018) G_GAN: 5.532 G_L1: 4.155 D_real: 0.165 D_fake: 0.024 +(epoch: 63, iters: 57708, time: 0.297, data: 0.019) G_GAN: 5.334 G_L1: 8.574 D_real: 0.012 D_fake: 0.029 +(epoch: 63, iters: 57808, time: 0.404, data: 0.020) G_GAN: 6.355 G_L1: 9.540 D_real: 0.001 D_fake: 0.009 +(epoch: 63, iters: 57908, time: 0.304, data: 0.020) G_GAN: 5.001 G_L1: 3.785 D_real: 0.034 D_fake: 0.219 +(epoch: 63, iters: 58008, time: 0.298, data: 0.018) G_GAN: 4.980 G_L1: 3.767 D_real: 0.040 D_fake: 0.061 +(epoch: 63, iters: 58108, time: 0.298, data: 0.016) G_GAN: 4.617 G_L1: 3.578 D_real: 0.001 D_fake: 0.079 +(epoch: 63, iters: 58208, time: 0.415, data: 0.019) G_GAN: 4.549 G_L1: 4.305 D_real: 0.011 D_fake: 0.094 +(epoch: 63, iters: 58308, time: 0.299, data: 0.019) G_GAN: 4.478 G_L1: 3.066 D_real: 0.003 D_fake: 0.038 +(epoch: 63, iters: 58408, time: 0.296, data: 0.018) G_GAN: 5.261 G_L1: 3.467 D_real: 0.001 D_fake: 0.070 +(epoch: 63, iters: 58508, time: 0.296, data: 0.018) G_GAN: 6.450 G_L1: 4.151 D_real: 0.069 D_fake: 0.071 +(epoch: 63, iters: 58608, time: 0.405, data: 0.019) G_GAN: 6.875 G_L1: 5.212 D_real: 0.149 D_fake: 0.011 +(epoch: 63, iters: 58708, time: 0.306, data: 0.017) G_GAN: 5.145 G_L1: 4.934 D_real: 0.026 D_fake: 0.152 +(epoch: 63, iters: 58808, time: 0.304, data: 0.018) G_GAN: 4.321 G_L1: 3.263 D_real: 0.128 D_fake: 0.032 +(epoch: 63, iters: 58908, time: 0.297, data: 0.019) G_GAN: 3.921 G_L1: 4.371 D_real: 0.375 D_fake: 0.063 +(epoch: 63, iters: 59008, time: 0.532, data: 0.018) G_GAN: 4.467 G_L1: 3.169 D_real: 0.035 D_fake: 0.110 +(epoch: 63, iters: 59108, time: 0.303, data: 0.019) G_GAN: 6.205 G_L1: 4.621 D_real: 0.001 D_fake: 0.013 +(epoch: 63, iters: 59208, time: 0.303, data: 0.018) G_GAN: 4.295 G_L1: 3.555 D_real: 0.003 D_fake: 0.099 +(epoch: 63, iters: 59308, time: 0.295, data: 0.019) G_GAN: 6.193 G_L1: 5.096 D_real: 0.004 D_fake: 0.027 +(epoch: 63, iters: 59408, time: 0.375, data: 0.019) G_GAN: 4.232 G_L1: 5.745 D_real: 0.031 D_fake: 0.055 +(epoch: 63, iters: 59508, time: 0.298, data: 0.019) G_GAN: 6.221 G_L1: 3.904 D_real: 0.025 D_fake: 0.330 +(epoch: 63, iters: 59608, time: 0.302, data: 0.019) G_GAN: 5.234 G_L1: 3.876 D_real: 0.055 D_fake: 0.985 +(epoch: 63, iters: 59708, time: 0.308, data: 0.019) G_GAN: 5.819 G_L1: 4.060 D_real: 0.159 D_fake: 0.010 +(epoch: 63, iters: 59808, time: 0.417, data: 0.019) G_GAN: 6.703 G_L1: 5.385 D_real: 0.000 D_fake: 0.061 +(epoch: 63, iters: 59908, time: 0.301, data: 0.019) G_GAN: 6.876 G_L1: 3.824 D_real: 0.008 D_fake: 0.007 +(epoch: 63, iters: 60008, time: 0.303, data: 0.020) G_GAN: 8.677 G_L1: 4.581 D_real: 0.000 D_fake: 0.004 +(epoch: 64, iters: 92, time: 0.304, data: 0.022) G_GAN: 4.881 G_L1: 3.286 D_real: 0.004 D_fake: 0.060 +(epoch: 64, iters: 192, time: 0.614, data: 0.022) G_GAN: 5.590 G_L1: 3.718 D_real: 0.014 D_fake: 0.020 +(epoch: 64, iters: 292, time: 0.305, data: 0.020) G_GAN: 5.434 G_L1: 2.821 D_real: 0.084 D_fake: 0.057 +(epoch: 64, iters: 392, time: 0.292, data: 0.020) G_GAN: 4.289 G_L1: 4.688 D_real: 0.000 D_fake: 0.059 +(epoch: 64, iters: 492, time: 0.298, data: 0.018) G_GAN: 8.301 G_L1: 4.755 D_real: 0.002 D_fake: 0.010 +(epoch: 64, iters: 592, time: 0.423, data: 0.022) G_GAN: 5.554 G_L1: 3.923 D_real: 0.053 D_fake: 0.047 +(epoch: 64, iters: 692, time: 0.293, data: 0.019) G_GAN: 2.723 G_L1: 3.541 D_real: 0.801 D_fake: 0.019 +(epoch: 64, iters: 792, time: 0.302, data: 0.019) G_GAN: 5.350 G_L1: 3.848 D_real: 0.025 D_fake: 0.019 +(epoch: 64, iters: 892, time: 0.303, data: 0.020) G_GAN: 4.210 G_L1: 3.484 D_real: 0.029 D_fake: 0.219 +(epoch: 64, iters: 992, time: 0.589, data: 0.020) G_GAN: 5.122 G_L1: 5.106 D_real: 0.027 D_fake: 0.117 +(epoch: 64, iters: 1092, time: 0.303, data: 0.018) G_GAN: 6.339 G_L1: 3.386 D_real: 0.010 D_fake: 0.135 +(epoch: 64, iters: 1192, time: 0.305, data: 0.020) G_GAN: 5.153 G_L1: 3.587 D_real: 0.038 D_fake: 0.021 +(epoch: 64, iters: 1292, time: 0.302, data: 0.022) G_GAN: 3.679 G_L1: 2.943 D_real: 0.126 D_fake: 0.056 +(epoch: 64, iters: 1392, time: 0.397, data: 0.020) G_GAN: 4.584 G_L1: 4.057 D_real: 0.083 D_fake: 0.629 +(epoch: 64, iters: 1492, time: 0.301, data: 0.020) G_GAN: 5.182 G_L1: 4.426 D_real: 0.035 D_fake: 0.034 +(epoch: 64, iters: 1592, time: 0.301, data: 0.020) G_GAN: 4.762 G_L1: 3.435 D_real: 0.000 D_fake: 0.068 +(epoch: 64, iters: 1692, time: 0.303, data: 0.020) G_GAN: 5.373 G_L1: 3.060 D_real: 0.058 D_fake: 0.015 +(epoch: 64, iters: 1792, time: 0.422, data: 0.020) G_GAN: 3.505 G_L1: 3.515 D_real: 0.230 D_fake: 0.037 +(epoch: 64, iters: 1892, time: 0.306, data: 0.022) G_GAN: 4.815 G_L1: 4.136 D_real: 0.078 D_fake: 0.107 +(epoch: 64, iters: 1992, time: 0.302, data: 0.021) G_GAN: 5.364 G_L1: 5.978 D_real: 0.000 D_fake: 0.470 +(epoch: 64, iters: 2092, time: 0.300, data: 0.019) G_GAN: 3.755 G_L1: 4.181 D_real: 0.026 D_fake: 0.145 +(epoch: 64, iters: 2192, time: 0.411, data: 0.019) G_GAN: 3.617 G_L1: 2.732 D_real: 0.177 D_fake: 0.034 +(epoch: 64, iters: 2292, time: 0.298, data: 0.019) G_GAN: 5.528 G_L1: 4.891 D_real: 0.365 D_fake: 0.014 +(epoch: 64, iters: 2392, time: 0.292, data: 0.019) G_GAN: 4.515 G_L1: 3.946 D_real: 0.028 D_fake: 0.147 +(epoch: 64, iters: 2492, time: 0.302, data: 0.020) G_GAN: 5.689 G_L1: 6.745 D_real: 0.133 D_fake: 0.036 +(epoch: 64, iters: 2592, time: 0.379, data: 0.019) G_GAN: 3.694 G_L1: 3.695 D_real: 0.010 D_fake: 0.073 +(epoch: 64, iters: 2692, time: 0.298, data: 0.020) G_GAN: 3.874 G_L1: 3.818 D_real: 0.137 D_fake: 0.030 +(epoch: 64, iters: 2792, time: 0.308, data: 0.020) G_GAN: 6.084 G_L1: 5.933 D_real: 0.001 D_fake: 0.009 +(epoch: 64, iters: 2892, time: 0.294, data: 0.020) G_GAN: 5.100 G_L1: 5.775 D_real: 0.102 D_fake: 0.055 +(epoch: 64, iters: 2992, time: 0.595, data: 0.019) G_GAN: 7.122 G_L1: 7.679 D_real: 0.011 D_fake: 0.395 +(epoch: 64, iters: 3092, time: 0.303, data: 0.018) G_GAN: 5.870 G_L1: 3.967 D_real: 0.047 D_fake: 0.010 +(epoch: 64, iters: 3192, time: 0.301, data: 0.020) G_GAN: 5.702 G_L1: 5.059 D_real: 0.098 D_fake: 0.015 +(epoch: 64, iters: 3292, time: 0.296, data: 0.020) G_GAN: 4.757 G_L1: 3.303 D_real: 0.003 D_fake: 0.033 +(epoch: 64, iters: 3392, time: 0.418, data: 0.021) G_GAN: 5.375 G_L1: 4.732 D_real: 0.052 D_fake: 0.239 +(epoch: 64, iters: 3492, time: 0.303, data: 0.019) G_GAN: 5.353 G_L1: 6.533 D_real: 0.007 D_fake: 0.067 +(epoch: 64, iters: 3592, time: 0.302, data: 0.020) G_GAN: 5.509 G_L1: 5.067 D_real: 0.052 D_fake: 0.075 +(epoch: 64, iters: 3692, time: 0.297, data: 0.020) G_GAN: 5.261 G_L1: 6.776 D_real: 0.000 D_fake: 0.585 +(epoch: 64, iters: 3792, time: 0.422, data: 0.020) G_GAN: 5.018 G_L1: 4.291 D_real: 0.010 D_fake: 0.057 +(epoch: 64, iters: 3892, time: 0.288, data: 0.020) G_GAN: 6.505 G_L1: 3.686 D_real: 0.001 D_fake: 0.010 +(epoch: 64, iters: 3992, time: 0.296, data: 0.019) G_GAN: 7.134 G_L1: 5.200 D_real: 0.012 D_fake: 0.012 +(epoch: 64, iters: 4092, time: 0.298, data: 0.022) G_GAN: 4.381 G_L1: 3.914 D_real: 0.448 D_fake: 0.034 +(epoch: 64, iters: 4192, time: 0.390, data: 0.020) G_GAN: 6.908 G_L1: 3.713 D_real: 0.068 D_fake: 0.053 +(epoch: 64, iters: 4292, time: 0.303, data: 0.020) G_GAN: 4.221 G_L1: 3.109 D_real: 0.003 D_fake: 0.111 +(epoch: 64, iters: 4392, time: 0.301, data: 0.020) G_GAN: 4.116 G_L1: 3.332 D_real: 0.245 D_fake: 0.064 +(epoch: 64, iters: 4492, time: 0.303, data: 0.018) G_GAN: 4.590 G_L1: 3.485 D_real: 0.381 D_fake: 0.092 +(epoch: 64, iters: 4592, time: 0.412, data: 0.020) G_GAN: 6.317 G_L1: 7.362 D_real: 0.017 D_fake: 0.028 +(epoch: 64, iters: 4692, time: 0.303, data: 0.022) G_GAN: 4.149 G_L1: 6.224 D_real: 0.186 D_fake: 0.030 +(epoch: 64, iters: 4792, time: 0.301, data: 0.020) G_GAN: 3.918 G_L1: 2.434 D_real: 0.336 D_fake: 0.016 +(epoch: 64, iters: 4892, time: 0.295, data: 0.022) G_GAN: 5.008 G_L1: 3.336 D_real: 0.072 D_fake: 0.027 +(epoch: 64, iters: 4992, time: 0.545, data: 0.023) G_GAN: 2.090 G_L1: 3.196 D_real: 0.405 D_fake: 0.058 +(epoch: 64, iters: 5092, time: 0.295, data: 0.020) G_GAN: 3.786 G_L1: 4.093 D_real: 0.070 D_fake: 0.231 +(epoch: 64, iters: 5192, time: 0.303, data: 0.018) G_GAN: 4.466 G_L1: 3.848 D_real: 0.001 D_fake: 0.100 +(epoch: 64, iters: 5292, time: 0.299, data: 0.020) G_GAN: 3.906 G_L1: 2.970 D_real: 0.116 D_fake: 0.144 +(epoch: 64, iters: 5392, time: 0.385, data: 0.020) G_GAN: 4.336 G_L1: 2.756 D_real: 0.114 D_fake: 0.135 +(epoch: 64, iters: 5492, time: 0.294, data: 0.019) G_GAN: 4.434 G_L1: 4.639 D_real: 0.067 D_fake: 0.041 +(epoch: 64, iters: 5592, time: 0.296, data: 0.020) G_GAN: 5.672 G_L1: 3.322 D_real: 0.007 D_fake: 0.030 +(epoch: 64, iters: 5692, time: 0.303, data: 0.018) G_GAN: 5.365 G_L1: 3.662 D_real: 0.653 D_fake: 0.002 +(epoch: 64, iters: 5792, time: 0.385, data: 0.021) G_GAN: 6.089 G_L1: 5.570 D_real: 0.155 D_fake: 0.015 +(epoch: 64, iters: 5892, time: 0.305, data: 0.019) G_GAN: 4.451 G_L1: 2.276 D_real: 0.023 D_fake: 0.246 +(epoch: 64, iters: 5992, time: 0.301, data: 0.020) G_GAN: 4.002 G_L1: 3.793 D_real: 0.069 D_fake: 0.136 +(epoch: 64, iters: 6092, time: 0.305, data: 0.019) G_GAN: 6.038 G_L1: 3.885 D_real: 0.029 D_fake: 0.024 +(epoch: 64, iters: 6192, time: 0.428, data: 0.021) G_GAN: 4.222 G_L1: 3.121 D_real: 0.607 D_fake: 0.005 +(epoch: 64, iters: 6292, time: 0.300, data: 0.017) G_GAN: 6.245 G_L1: 3.745 D_real: 0.033 D_fake: 0.006 +(epoch: 64, iters: 6392, time: 0.305, data: 0.019) G_GAN: 4.478 G_L1: 5.235 D_real: 0.299 D_fake: 0.040 +(epoch: 64, iters: 6492, time: 0.301, data: 0.020) G_GAN: 5.440 G_L1: 3.897 D_real: 0.155 D_fake: 0.038 +(epoch: 64, iters: 6592, time: 0.404, data: 0.019) G_GAN: 6.801 G_L1: 3.182 D_real: 0.013 D_fake: 0.702 +(epoch: 64, iters: 6692, time: 0.302, data: 0.019) G_GAN: 6.795 G_L1: 6.114 D_real: 0.027 D_fake: 0.025 +(epoch: 64, iters: 6792, time: 0.303, data: 0.021) G_GAN: 5.502 G_L1: 3.448 D_real: 0.021 D_fake: 0.015 +(epoch: 64, iters: 6892, time: 0.298, data: 0.019) G_GAN: 3.977 G_L1: 2.666 D_real: 0.079 D_fake: 0.057 +(epoch: 64, iters: 6992, time: 0.624, data: 0.019) G_GAN: 3.614 G_L1: 2.934 D_real: 0.091 D_fake: 0.157 +(epoch: 64, iters: 7092, time: 0.292, data: 0.020) G_GAN: 3.400 G_L1: 2.593 D_real: 0.370 D_fake: 0.057 +(epoch: 64, iters: 7192, time: 0.301, data: 0.018) G_GAN: 3.844 G_L1: 2.176 D_real: 0.165 D_fake: 0.088 +(epoch: 64, iters: 7292, time: 0.288, data: 0.019) G_GAN: 4.294 G_L1: 4.857 D_real: 0.225 D_fake: 0.034 +(epoch: 64, iters: 7392, time: 0.424, data: 0.017) G_GAN: 4.829 G_L1: 3.581 D_real: 0.107 D_fake: 0.147 +(epoch: 64, iters: 7492, time: 0.303, data: 0.018) G_GAN: 5.262 G_L1: 3.749 D_real: 0.059 D_fake: 0.030 +(epoch: 64, iters: 7592, time: 0.287, data: 0.019) G_GAN: 6.845 G_L1: 3.355 D_real: 0.008 D_fake: 0.006 +(epoch: 64, iters: 7692, time: 0.291, data: 0.018) G_GAN: 3.572 G_L1: 3.757 D_real: 0.460 D_fake: 0.071 +(epoch: 64, iters: 7792, time: 0.423, data: 0.018) G_GAN: 5.878 G_L1: 3.849 D_real: 0.088 D_fake: 0.007 +(epoch: 64, iters: 7892, time: 0.302, data: 0.019) G_GAN: 5.044 G_L1: 2.734 D_real: 0.006 D_fake: 0.174 +(epoch: 64, iters: 7992, time: 0.304, data: 0.021) G_GAN: 7.279 G_L1: 4.610 D_real: 0.025 D_fake: 0.003 +(epoch: 64, iters: 8092, time: 0.294, data: 0.021) G_GAN: 5.415 G_L1: 3.547 D_real: 0.000 D_fake: 0.026 +(epoch: 64, iters: 8192, time: 0.393, data: 0.020) G_GAN: 5.203 G_L1: 4.221 D_real: 0.064 D_fake: 0.013 +(epoch: 64, iters: 8292, time: 0.296, data: 0.020) G_GAN: 8.082 G_L1: 5.480 D_real: 0.004 D_fake: 0.008 +(epoch: 64, iters: 8392, time: 0.292, data: 0.018) G_GAN: 4.582 G_L1: 4.173 D_real: 0.000 D_fake: 0.113 +(epoch: 64, iters: 8492, time: 0.306, data: 0.019) G_GAN: 5.517 G_L1: 6.291 D_real: 0.012 D_fake: 0.033 +(epoch: 64, iters: 8592, time: 0.427, data: 0.020) G_GAN: 4.337 G_L1: 5.669 D_real: 0.191 D_fake: 0.018 +(epoch: 64, iters: 8692, time: 0.302, data: 0.018) G_GAN: 5.587 G_L1: 4.250 D_real: 0.302 D_fake: 0.023 +(epoch: 64, iters: 8792, time: 0.302, data: 0.019) G_GAN: 4.688 G_L1: 4.933 D_real: 0.007 D_fake: 0.046 +(epoch: 64, iters: 8892, time: 0.300, data: 0.019) G_GAN: 4.834 G_L1: 3.703 D_real: 0.712 D_fake: 0.094 +(epoch: 64, iters: 8992, time: 0.588, data: 0.018) G_GAN: 5.368 G_L1: 4.192 D_real: 0.003 D_fake: 0.037 +(epoch: 64, iters: 9092, time: 0.295, data: 0.020) G_GAN: 3.832 G_L1: 3.512 D_real: 0.116 D_fake: 0.116 +(epoch: 64, iters: 9192, time: 0.290, data: 0.020) G_GAN: 5.451 G_L1: 5.005 D_real: 0.054 D_fake: 0.016 +(epoch: 64, iters: 9292, time: 0.301, data: 0.018) G_GAN: 4.006 G_L1: 4.491 D_real: 0.294 D_fake: 0.048 +(epoch: 64, iters: 9392, time: 0.418, data: 0.024) G_GAN: 5.065 G_L1: 3.512 D_real: 0.006 D_fake: 0.048 +(epoch: 64, iters: 9492, time: 0.302, data: 0.020) G_GAN: 4.054 G_L1: 4.178 D_real: 0.001 D_fake: 0.172 +(epoch: 64, iters: 9592, time: 0.289, data: 0.020) G_GAN: 3.638 G_L1: 2.899 D_real: 0.115 D_fake: 0.137 +(epoch: 64, iters: 9692, time: 0.293, data: 0.019) G_GAN: 4.833 G_L1: 4.176 D_real: 0.001 D_fake: 0.195 +(epoch: 64, iters: 9792, time: 0.398, data: 0.019) G_GAN: 5.974 G_L1: 3.517 D_real: 0.000 D_fake: 0.045 +(epoch: 64, iters: 9892, time: 0.292, data: 0.019) G_GAN: 5.131 G_L1: 6.045 D_real: 0.002 D_fake: 0.127 +(epoch: 64, iters: 9992, time: 0.300, data: 0.019) G_GAN: 4.778 G_L1: 2.966 D_real: 0.173 D_fake: 0.023 +(epoch: 64, iters: 10092, time: 0.293, data: 0.019) G_GAN: 3.820 G_L1: 4.693 D_real: 0.157 D_fake: 0.054 +(epoch: 64, iters: 10192, time: 0.411, data: 0.017) G_GAN: 4.058 G_L1: 4.226 D_real: 0.030 D_fake: 0.231 +(epoch: 64, iters: 10292, time: 0.294, data: 0.019) G_GAN: 3.686 G_L1: 4.227 D_real: 0.143 D_fake: 0.043 +(epoch: 64, iters: 10392, time: 0.302, data: 0.019) G_GAN: 4.509 G_L1: 4.063 D_real: 0.022 D_fake: 0.076 +(epoch: 64, iters: 10492, time: 0.302, data: 0.020) G_GAN: 4.796 G_L1: 2.734 D_real: 0.058 D_fake: 0.072 +(epoch: 64, iters: 10592, time: 0.405, data: 0.018) G_GAN: 5.720 G_L1: 3.822 D_real: 0.123 D_fake: 0.030 +(epoch: 64, iters: 10692, time: 0.302, data: 0.021) G_GAN: 4.319 G_L1: 3.319 D_real: 0.059 D_fake: 0.020 +(epoch: 64, iters: 10792, time: 0.306, data: 0.022) G_GAN: 5.925 G_L1: 3.805 D_real: 0.008 D_fake: 0.014 +(epoch: 64, iters: 10892, time: 0.293, data: 0.019) G_GAN: 5.103 G_L1: 3.723 D_real: 0.061 D_fake: 0.012 +(epoch: 64, iters: 10992, time: 0.603, data: 0.019) G_GAN: 3.825 G_L1: 3.491 D_real: 0.120 D_fake: 0.034 +(epoch: 64, iters: 11092, time: 0.302, data: 0.018) G_GAN: 4.965 G_L1: 4.972 D_real: 0.043 D_fake: 0.096 +(epoch: 64, iters: 11192, time: 0.298, data: 0.020) G_GAN: 4.391 G_L1: 7.074 D_real: 0.113 D_fake: 0.088 +(epoch: 64, iters: 11292, time: 0.301, data: 0.020) G_GAN: 5.467 G_L1: 3.224 D_real: 0.172 D_fake: 0.086 +(epoch: 64, iters: 11392, time: 0.415, data: 0.019) G_GAN: 4.546 G_L1: 2.993 D_real: 0.634 D_fake: 0.027 +(epoch: 64, iters: 11492, time: 0.294, data: 0.018) G_GAN: 4.168 G_L1: 2.978 D_real: 0.347 D_fake: 0.013 +(epoch: 64, iters: 11592, time: 0.303, data: 0.019) G_GAN: 5.395 G_L1: 4.997 D_real: 0.003 D_fake: 0.081 +(epoch: 64, iters: 11692, time: 0.292, data: 0.019) G_GAN: 5.148 G_L1: 4.311 D_real: 0.086 D_fake: 0.052 +(epoch: 64, iters: 11792, time: 0.414, data: 0.019) G_GAN: 4.921 G_L1: 4.863 D_real: 0.007 D_fake: 0.073 +(epoch: 64, iters: 11892, time: 0.294, data: 0.019) G_GAN: 5.851 G_L1: 3.904 D_real: 0.215 D_fake: 0.012 +(epoch: 64, iters: 11992, time: 0.292, data: 0.018) G_GAN: 4.986 G_L1: 4.037 D_real: 0.006 D_fake: 0.038 +(epoch: 64, iters: 12092, time: 0.304, data: 0.020) G_GAN: 2.930 G_L1: 2.579 D_real: 0.086 D_fake: 0.298 +(epoch: 64, iters: 12192, time: 0.383, data: 0.020) G_GAN: 5.084 G_L1: 3.717 D_real: 0.008 D_fake: 0.045 +(epoch: 64, iters: 12292, time: 0.289, data: 0.018) G_GAN: 7.530 G_L1: 4.290 D_real: 0.024 D_fake: 0.116 +(epoch: 64, iters: 12392, time: 0.303, data: 0.018) G_GAN: 7.323 G_L1: 8.428 D_real: 0.113 D_fake: 0.059 +(epoch: 64, iters: 12492, time: 0.303, data: 0.019) G_GAN: 3.819 G_L1: 4.151 D_real: 0.050 D_fake: 0.047 +(epoch: 64, iters: 12592, time: 0.407, data: 0.019) G_GAN: 4.002 G_L1: 4.312 D_real: 0.001 D_fake: 0.113 +(epoch: 64, iters: 12692, time: 0.287, data: 0.019) G_GAN: 3.506 G_L1: 2.729 D_real: 0.369 D_fake: 0.054 +(epoch: 64, iters: 12792, time: 0.298, data: 0.017) G_GAN: 4.332 G_L1: 4.639 D_real: 0.066 D_fake: 0.047 +(epoch: 64, iters: 12892, time: 0.295, data: 0.021) G_GAN: 4.526 G_L1: 5.055 D_real: 0.026 D_fake: 0.071 +(epoch: 64, iters: 12992, time: 0.568, data: 0.019) G_GAN: 4.074 G_L1: 4.269 D_real: 0.066 D_fake: 0.136 +(epoch: 64, iters: 13092, time: 0.294, data: 0.022) G_GAN: 2.579 G_L1: 2.706 D_real: 0.826 D_fake: 0.071 +(epoch: 64, iters: 13192, time: 0.297, data: 0.019) G_GAN: 4.477 G_L1: 4.060 D_real: 0.249 D_fake: 0.013 +(epoch: 64, iters: 13292, time: 0.302, data: 0.019) G_GAN: 4.516 G_L1: 3.971 D_real: 0.264 D_fake: 0.028 +(epoch: 64, iters: 13392, time: 0.403, data: 0.019) G_GAN: 4.852 G_L1: 4.205 D_real: 0.222 D_fake: 0.095 +(epoch: 64, iters: 13492, time: 0.300, data: 0.020) G_GAN: 3.582 G_L1: 3.267 D_real: 0.035 D_fake: 0.192 +(epoch: 64, iters: 13592, time: 0.290, data: 0.020) G_GAN: 7.040 G_L1: 3.786 D_real: 0.088 D_fake: 0.003 +(epoch: 64, iters: 13692, time: 0.304, data: 0.018) G_GAN: 3.991 G_L1: 4.327 D_real: 0.076 D_fake: 0.086 +(epoch: 64, iters: 13792, time: 0.417, data: 0.019) G_GAN: 4.208 G_L1: 4.365 D_real: 0.020 D_fake: 0.079 +(epoch: 64, iters: 13892, time: 0.298, data: 0.019) G_GAN: 6.906 G_L1: 3.407 D_real: 0.091 D_fake: 0.124 +(epoch: 64, iters: 13992, time: 0.303, data: 0.023) G_GAN: 5.435 G_L1: 3.119 D_real: 0.005 D_fake: 0.022 +(epoch: 64, iters: 14092, time: 0.299, data: 0.019) G_GAN: 3.731 G_L1: 3.882 D_real: 0.180 D_fake: 0.102 +(epoch: 64, iters: 14192, time: 0.415, data: 0.021) G_GAN: 4.674 G_L1: 4.196 D_real: 0.014 D_fake: 0.392 +(epoch: 64, iters: 14292, time: 0.298, data: 0.019) G_GAN: 5.053 G_L1: 3.310 D_real: 1.145 D_fake: 0.092 +(epoch: 64, iters: 14392, time: 0.293, data: 0.020) G_GAN: 2.779 G_L1: 3.026 D_real: 0.090 D_fake: 0.285 +(epoch: 64, iters: 14492, time: 0.296, data: 0.017) G_GAN: 5.497 G_L1: 3.751 D_real: 0.056 D_fake: 0.100 +(epoch: 64, iters: 14592, time: 0.407, data: 0.020) G_GAN: 3.881 G_L1: 4.568 D_real: 0.103 D_fake: 0.087 +(epoch: 64, iters: 14692, time: 0.292, data: 0.017) G_GAN: 3.749 G_L1: 2.851 D_real: 0.034 D_fake: 0.095 +(epoch: 64, iters: 14792, time: 0.296, data: 0.018) G_GAN: 5.758 G_L1: 4.309 D_real: 0.188 D_fake: 0.030 +(epoch: 64, iters: 14892, time: 0.302, data: 0.023) G_GAN: 5.097 G_L1: 3.970 D_real: 0.435 D_fake: 0.027 +(epoch: 64, iters: 14992, time: 0.559, data: 0.019) G_GAN: 5.358 G_L1: 3.049 D_real: 0.002 D_fake: 0.066 +(epoch: 64, iters: 15092, time: 0.300, data: 0.018) G_GAN: 4.476 G_L1: 5.751 D_real: 0.027 D_fake: 0.256 +(epoch: 64, iters: 15192, time: 0.299, data: 0.020) G_GAN: 4.002 G_L1: 3.977 D_real: 0.107 D_fake: 0.171 +(epoch: 64, iters: 15292, time: 0.298, data: 0.020) G_GAN: 4.734 G_L1: 4.254 D_real: 0.043 D_fake: 0.073 +(epoch: 64, iters: 15392, time: 0.414, data: 0.017) G_GAN: 3.082 G_L1: 3.078 D_real: 0.098 D_fake: 0.157 +(epoch: 64, iters: 15492, time: 0.293, data: 0.020) G_GAN: 5.697 G_L1: 4.076 D_real: 0.017 D_fake: 0.038 +(epoch: 64, iters: 15592, time: 0.301, data: 0.017) G_GAN: 4.792 G_L1: 5.559 D_real: 0.093 D_fake: 0.053 +(epoch: 64, iters: 15692, time: 0.289, data: 0.019) G_GAN: 4.172 G_L1: 4.324 D_real: 0.127 D_fake: 0.142 +(epoch: 64, iters: 15792, time: 0.421, data: 0.018) G_GAN: 4.515 G_L1: 3.379 D_real: 0.159 D_fake: 0.062 +(epoch: 64, iters: 15892, time: 0.291, data: 0.018) G_GAN: 6.535 G_L1: 5.420 D_real: 0.076 D_fake: 0.904 +(epoch: 64, iters: 15992, time: 0.295, data: 0.022) G_GAN: 3.709 G_L1: 5.093 D_real: 0.050 D_fake: 0.133 +(epoch: 64, iters: 16092, time: 0.302, data: 0.017) G_GAN: 5.616 G_L1: 4.603 D_real: 0.083 D_fake: 0.098 +(epoch: 64, iters: 16192, time: 0.418, data: 0.018) G_GAN: 4.347 G_L1: 4.441 D_real: 0.002 D_fake: 0.174 +(epoch: 64, iters: 16292, time: 0.286, data: 0.020) G_GAN: 4.519 G_L1: 4.081 D_real: 0.073 D_fake: 0.056 +(epoch: 64, iters: 16392, time: 0.295, data: 0.017) G_GAN: 3.829 G_L1: 4.464 D_real: 0.312 D_fake: 0.057 +(epoch: 64, iters: 16492, time: 0.294, data: 0.018) G_GAN: 5.225 G_L1: 3.691 D_real: 0.076 D_fake: 0.107 +(epoch: 64, iters: 16592, time: 0.412, data: 0.019) G_GAN: 4.352 G_L1: 4.010 D_real: 0.002 D_fake: 0.085 +(epoch: 64, iters: 16692, time: 0.301, data: 0.018) G_GAN: 4.927 G_L1: 5.210 D_real: 0.002 D_fake: 0.288 +(epoch: 64, iters: 16792, time: 0.292, data: 0.020) G_GAN: 3.904 G_L1: 3.492 D_real: 0.129 D_fake: 0.169 +(epoch: 64, iters: 16892, time: 0.306, data: 0.019) G_GAN: 4.658 G_L1: 5.410 D_real: 0.002 D_fake: 0.206 +(epoch: 64, iters: 16992, time: 0.549, data: 0.018) G_GAN: 4.892 G_L1: 3.632 D_real: 0.014 D_fake: 0.226 +(epoch: 64, iters: 17092, time: 0.301, data: 0.019) G_GAN: 3.943 G_L1: 3.794 D_real: 0.132 D_fake: 0.066 +(epoch: 64, iters: 17192, time: 0.297, data: 0.022) G_GAN: 6.027 G_L1: 3.109 D_real: 0.112 D_fake: 0.028 +(epoch: 64, iters: 17292, time: 0.293, data: 0.019) G_GAN: 4.985 G_L1: 4.745 D_real: 0.259 D_fake: 0.031 +(epoch: 64, iters: 17392, time: 0.400, data: 0.032) G_GAN: 4.751 G_L1: 4.051 D_real: 0.052 D_fake: 0.230 +(epoch: 64, iters: 17492, time: 0.290, data: 0.018) G_GAN: 4.089 G_L1: 2.734 D_real: 0.010 D_fake: 0.082 +(epoch: 64, iters: 17592, time: 0.298, data: 0.016) G_GAN: 5.990 G_L1: 3.947 D_real: 0.084 D_fake: 0.008 +(epoch: 64, iters: 17692, time: 0.301, data: 0.019) G_GAN: 5.380 G_L1: 5.208 D_real: 0.016 D_fake: 0.050 +(epoch: 64, iters: 17792, time: 0.417, data: 0.019) G_GAN: 4.643 G_L1: 4.350 D_real: 0.274 D_fake: 0.136 +(epoch: 64, iters: 17892, time: 0.299, data: 0.019) G_GAN: 5.110 G_L1: 3.789 D_real: 0.026 D_fake: 0.173 +(epoch: 64, iters: 17992, time: 0.292, data: 0.019) G_GAN: 4.526 G_L1: 3.090 D_real: 0.157 D_fake: 0.047 +(epoch: 64, iters: 18092, time: 0.289, data: 0.018) G_GAN: 4.261 G_L1: 4.460 D_real: 0.180 D_fake: 0.027 +(epoch: 64, iters: 18192, time: 0.429, data: 0.018) G_GAN: 7.963 G_L1: 7.582 D_real: 0.025 D_fake: 0.008 +(epoch: 64, iters: 18292, time: 0.298, data: 0.019) G_GAN: 5.966 G_L1: 4.794 D_real: 0.004 D_fake: 0.672 +(epoch: 64, iters: 18392, time: 0.285, data: 0.019) G_GAN: 2.846 G_L1: 3.382 D_real: 0.221 D_fake: 0.296 +(epoch: 64, iters: 18492, time: 0.301, data: 0.017) G_GAN: 2.819 G_L1: 3.439 D_real: 0.160 D_fake: 0.259 +(epoch: 64, iters: 18592, time: 0.407, data: 0.018) G_GAN: 6.284 G_L1: 5.861 D_real: 0.035 D_fake: 0.019 +(epoch: 64, iters: 18692, time: 0.297, data: 0.019) G_GAN: 3.318 G_L1: 3.629 D_real: 0.180 D_fake: 0.064 +(epoch: 64, iters: 18792, time: 0.290, data: 0.018) G_GAN: 5.313 G_L1: 3.951 D_real: 0.159 D_fake: 0.019 +(epoch: 64, iters: 18892, time: 0.272, data: 0.018) G_GAN: 3.646 G_L1: 4.093 D_real: 0.075 D_fake: 0.303 +(epoch: 64, iters: 18992, time: 0.595, data: 0.015) G_GAN: 5.924 G_L1: 3.475 D_real: 0.068 D_fake: 0.026 +(epoch: 64, iters: 19092, time: 0.302, data: 0.019) G_GAN: 6.650 G_L1: 3.847 D_real: 0.098 D_fake: 0.005 +(epoch: 64, iters: 19192, time: 0.296, data: 0.021) G_GAN: 5.297 G_L1: 4.369 D_real: 0.045 D_fake: 0.018 +(epoch: 64, iters: 19292, time: 0.303, data: 0.019) G_GAN: 5.049 G_L1: 3.850 D_real: 0.048 D_fake: 0.124 +(epoch: 64, iters: 19392, time: 0.405, data: 0.020) G_GAN: 4.443 G_L1: 3.073 D_real: 0.106 D_fake: 0.043 +(epoch: 64, iters: 19492, time: 0.293, data: 0.017) G_GAN: 4.158 G_L1: 3.783 D_real: 0.290 D_fake: 0.031 +(epoch: 64, iters: 19592, time: 0.301, data: 0.019) G_GAN: 4.857 G_L1: 4.909 D_real: 0.001 D_fake: 0.074 +(epoch: 64, iters: 19692, time: 0.292, data: 0.018) G_GAN: 4.840 G_L1: 4.748 D_real: 0.000 D_fake: 0.030 +(epoch: 64, iters: 19792, time: 0.402, data: 0.019) G_GAN: 4.375 G_L1: 3.904 D_real: 0.036 D_fake: 0.057 +(epoch: 64, iters: 19892, time: 0.297, data: 0.018) G_GAN: 6.167 G_L1: 3.863 D_real: 0.317 D_fake: 0.020 +(epoch: 64, iters: 19992, time: 0.303, data: 0.019) G_GAN: 4.436 G_L1: 2.908 D_real: 0.226 D_fake: 0.027 +(epoch: 64, iters: 20092, time: 0.305, data: 0.019) G_GAN: 4.477 G_L1: 3.290 D_real: 0.223 D_fake: 0.082 +(epoch: 64, iters: 20192, time: 0.396, data: 0.019) G_GAN: 4.776 G_L1: 4.308 D_real: 0.088 D_fake: 0.097 +(epoch: 64, iters: 20292, time: 0.288, data: 0.016) G_GAN: 6.601 G_L1: 6.381 D_real: 0.017 D_fake: 0.008 +(epoch: 64, iters: 20392, time: 0.294, data: 0.017) G_GAN: 4.839 G_L1: 4.188 D_real: 0.129 D_fake: 0.066 +(epoch: 64, iters: 20492, time: 0.301, data: 0.018) G_GAN: 8.622 G_L1: 4.252 D_real: 0.272 D_fake: 0.032 +(epoch: 64, iters: 20592, time: 0.416, data: 0.018) G_GAN: 6.513 G_L1: 2.978 D_real: 0.023 D_fake: 0.080 +(epoch: 64, iters: 20692, time: 0.304, data: 0.018) G_GAN: 5.150 G_L1: 4.121 D_real: 0.013 D_fake: 0.062 +(epoch: 64, iters: 20792, time: 0.298, data: 0.018) G_GAN: 5.488 G_L1: 3.697 D_real: 0.022 D_fake: 0.034 +(epoch: 64, iters: 20892, time: 0.304, data: 0.018) G_GAN: 5.091 G_L1: 3.505 D_real: 0.202 D_fake: 0.054 +(epoch: 64, iters: 20992, time: 0.592, data: 0.018) G_GAN: 6.455 G_L1: 4.472 D_real: 0.054 D_fake: 0.005 +(epoch: 64, iters: 21092, time: 0.301, data: 0.017) G_GAN: 7.055 G_L1: 6.558 D_real: 0.035 D_fake: 0.214 +(epoch: 64, iters: 21192, time: 0.300, data: 0.023) G_GAN: 4.679 G_L1: 7.938 D_real: 0.004 D_fake: 0.049 +(epoch: 64, iters: 21292, time: 0.291, data: 0.020) G_GAN: 5.470 G_L1: 3.504 D_real: 0.013 D_fake: 0.016 +(epoch: 64, iters: 21392, time: 0.397, data: 0.019) G_GAN: 6.872 G_L1: 5.226 D_real: 0.008 D_fake: 0.010 +(epoch: 64, iters: 21492, time: 0.301, data: 0.017) G_GAN: 5.404 G_L1: 3.288 D_real: 0.043 D_fake: 0.015 +(epoch: 64, iters: 21592, time: 0.293, data: 0.021) G_GAN: 5.563 G_L1: 3.922 D_real: 0.052 D_fake: 0.040 +(epoch: 64, iters: 21692, time: 0.290, data: 0.020) G_GAN: 5.753 G_L1: 3.899 D_real: 0.013 D_fake: 0.056 +(epoch: 64, iters: 21792, time: 0.414, data: 0.017) G_GAN: 6.665 G_L1: 4.537 D_real: 0.015 D_fake: 0.018 +(epoch: 64, iters: 21892, time: 0.291, data: 0.019) G_GAN: 6.470 G_L1: 3.801 D_real: 0.011 D_fake: 0.010 +(epoch: 64, iters: 21992, time: 0.297, data: 0.018) G_GAN: 5.422 G_L1: 3.928 D_real: 0.034 D_fake: 0.049 +(epoch: 64, iters: 22092, time: 0.295, data: 0.020) G_GAN: 4.579 G_L1: 5.264 D_real: 1.289 D_fake: 0.009 +(epoch: 64, iters: 22192, time: 0.376, data: 0.020) G_GAN: 4.356 G_L1: 3.346 D_real: 0.055 D_fake: 0.078 +(epoch: 64, iters: 22292, time: 0.275, data: 0.019) G_GAN: 3.091 G_L1: 3.106 D_real: 0.175 D_fake: 0.104 +(epoch: 64, iters: 22392, time: 0.292, data: 0.024) G_GAN: 4.907 G_L1: 3.166 D_real: 0.016 D_fake: 0.372 +(epoch: 64, iters: 22492, time: 0.293, data: 0.022) G_GAN: 4.594 G_L1: 3.485 D_real: 0.013 D_fake: 0.035 +(epoch: 64, iters: 22592, time: 0.405, data: 0.019) G_GAN: 5.747 G_L1: 2.830 D_real: 0.042 D_fake: 0.064 +(epoch: 64, iters: 22692, time: 0.292, data: 0.019) G_GAN: 5.793 G_L1: 3.291 D_real: 0.005 D_fake: 0.081 +(epoch: 64, iters: 22792, time: 0.291, data: 0.018) G_GAN: 2.957 G_L1: 3.911 D_real: 0.137 D_fake: 0.136 +(epoch: 64, iters: 22892, time: 0.292, data: 0.018) G_GAN: 5.440 G_L1: 4.875 D_real: 0.182 D_fake: 0.014 +(epoch: 64, iters: 22992, time: 0.582, data: 0.018) G_GAN: 4.368 G_L1: 3.417 D_real: 0.022 D_fake: 0.081 +(epoch: 64, iters: 23092, time: 0.294, data: 0.017) G_GAN: 3.714 G_L1: 3.157 D_real: 0.093 D_fake: 0.261 +(epoch: 64, iters: 23192, time: 0.294, data: 0.020) G_GAN: 4.759 G_L1: 5.627 D_real: 0.019 D_fake: 0.026 +(epoch: 64, iters: 23292, time: 0.295, data: 0.018) G_GAN: 6.319 G_L1: 6.410 D_real: 0.089 D_fake: 0.039 +(epoch: 64, iters: 23392, time: 0.414, data: 0.018) G_GAN: 5.097 G_L1: 3.562 D_real: 0.013 D_fake: 0.102 +(epoch: 64, iters: 23492, time: 0.292, data: 0.018) G_GAN: 3.682 G_L1: 4.551 D_real: 0.016 D_fake: 0.169 +(epoch: 64, iters: 23592, time: 0.285, data: 0.020) G_GAN: 6.313 G_L1: 7.245 D_real: 0.011 D_fake: 0.026 +(epoch: 64, iters: 23692, time: 0.297, data: 0.018) G_GAN: 6.960 G_L1: 4.009 D_real: 0.005 D_fake: 0.031 +(epoch: 64, iters: 23792, time: 0.409, data: 0.019) G_GAN: 4.384 G_L1: 2.439 D_real: 0.382 D_fake: 0.233 +(epoch: 64, iters: 23892, time: 0.291, data: 0.015) G_GAN: 3.226 G_L1: 2.690 D_real: 0.186 D_fake: 0.192 +(epoch: 64, iters: 23992, time: 0.291, data: 0.018) G_GAN: 5.022 G_L1: 6.340 D_real: 0.217 D_fake: 0.050 +(epoch: 64, iters: 24092, time: 0.305, data: 0.020) G_GAN: 3.399 G_L1: 2.695 D_real: 0.133 D_fake: 0.198 +(epoch: 64, iters: 24192, time: 0.412, data: 0.018) G_GAN: 6.538 G_L1: 4.422 D_real: 0.003 D_fake: 0.010 +(epoch: 64, iters: 24292, time: 0.292, data: 0.020) G_GAN: 4.693 G_L1: 2.628 D_real: 0.248 D_fake: 0.100 +(epoch: 64, iters: 24392, time: 0.304, data: 0.017) G_GAN: 5.912 G_L1: 3.142 D_real: 0.000 D_fake: 0.029 +(epoch: 64, iters: 24492, time: 0.288, data: 0.019) G_GAN: 4.398 G_L1: 5.101 D_real: 0.112 D_fake: 0.164 +(epoch: 64, iters: 24592, time: 0.397, data: 0.019) G_GAN: 4.244 G_L1: 1.879 D_real: 0.079 D_fake: 0.123 +(epoch: 64, iters: 24692, time: 0.295, data: 0.019) G_GAN: 7.936 G_L1: 4.510 D_real: 0.024 D_fake: 0.002 +(epoch: 64, iters: 24792, time: 0.301, data: 0.018) G_GAN: 5.371 G_L1: 4.006 D_real: 0.001 D_fake: 0.192 +(epoch: 64, iters: 24892, time: 0.306, data: 0.021) G_GAN: 5.374 G_L1: 4.780 D_real: 0.004 D_fake: 0.053 +(epoch: 64, iters: 24992, time: 0.597, data: 0.020) G_GAN: 6.620 G_L1: 5.484 D_real: 0.055 D_fake: 0.003 +(epoch: 64, iters: 25092, time: 0.294, data: 0.019) G_GAN: 4.223 G_L1: 4.248 D_real: 0.128 D_fake: 0.139 +(epoch: 64, iters: 25192, time: 0.297, data: 0.018) G_GAN: 5.792 G_L1: 4.095 D_real: 0.221 D_fake: 0.015 +(epoch: 64, iters: 25292, time: 0.306, data: 0.018) G_GAN: 4.883 G_L1: 3.523 D_real: 0.197 D_fake: 0.026 +(epoch: 64, iters: 25392, time: 0.416, data: 0.019) G_GAN: 5.567 G_L1: 4.790 D_real: 0.001 D_fake: 0.045 +(epoch: 64, iters: 25492, time: 0.301, data: 0.020) G_GAN: 4.330 G_L1: 3.975 D_real: 0.048 D_fake: 0.048 +(epoch: 64, iters: 25592, time: 0.303, data: 0.020) G_GAN: 6.714 G_L1: 5.380 D_real: 0.008 D_fake: 0.025 +(epoch: 64, iters: 25692, time: 0.305, data: 0.020) G_GAN: 3.633 G_L1: 2.821 D_real: 0.149 D_fake: 0.127 +(epoch: 64, iters: 25792, time: 0.379, data: 0.019) G_GAN: 6.900 G_L1: 5.211 D_real: 0.026 D_fake: 0.006 +(epoch: 64, iters: 25892, time: 0.304, data: 0.018) G_GAN: 3.571 G_L1: 3.441 D_real: 0.600 D_fake: 0.219 +(epoch: 64, iters: 25992, time: 0.303, data: 0.019) G_GAN: 7.098 G_L1: 12.111 D_real: 0.003 D_fake: 0.235 +(epoch: 64, iters: 26092, time: 0.301, data: 0.019) G_GAN: 5.536 G_L1: 3.290 D_real: 0.094 D_fake: 0.030 +(epoch: 64, iters: 26192, time: 0.413, data: 0.020) G_GAN: 4.182 G_L1: 3.904 D_real: 0.074 D_fake: 0.069 +(epoch: 64, iters: 26292, time: 0.300, data: 0.019) G_GAN: 5.692 G_L1: 4.077 D_real: 0.139 D_fake: 0.161 +(epoch: 64, iters: 26392, time: 0.302, data: 0.020) G_GAN: 4.011 G_L1: 3.591 D_real: 0.005 D_fake: 0.068 +(epoch: 64, iters: 26492, time: 0.300, data: 0.019) G_GAN: 5.220 G_L1: 4.147 D_real: 0.000 D_fake: 0.180 +(epoch: 64, iters: 26592, time: 0.416, data: 0.019) G_GAN: 4.044 G_L1: 2.983 D_real: 0.005 D_fake: 0.060 +(epoch: 64, iters: 26692, time: 0.299, data: 0.020) G_GAN: 6.234 G_L1: 7.242 D_real: 0.183 D_fake: 0.009 +(epoch: 64, iters: 26792, time: 0.291, data: 0.019) G_GAN: 5.151 G_L1: 4.022 D_real: 0.009 D_fake: 0.038 +(epoch: 64, iters: 26892, time: 0.305, data: 0.018) G_GAN: 3.103 G_L1: 3.020 D_real: 0.153 D_fake: 0.074 +(epoch: 64, iters: 26992, time: 0.600, data: 0.018) G_GAN: 4.991 G_L1: 4.214 D_real: 0.010 D_fake: 0.050 +(epoch: 64, iters: 27092, time: 0.303, data: 0.019) G_GAN: 5.095 G_L1: 4.094 D_real: 0.027 D_fake: 0.040 +(epoch: 64, iters: 27192, time: 0.299, data: 0.019) G_GAN: 4.503 G_L1: 2.464 D_real: 0.886 D_fake: 0.004 +(epoch: 64, iters: 27292, time: 0.306, data: 0.020) G_GAN: 5.241 G_L1: 8.217 D_real: 0.035 D_fake: 0.024 +(epoch: 64, iters: 27392, time: 0.411, data: 0.018) G_GAN: 3.579 G_L1: 3.948 D_real: 0.138 D_fake: 0.152 +(epoch: 64, iters: 27492, time: 0.306, data: 0.018) G_GAN: 4.535 G_L1: 2.992 D_real: 0.089 D_fake: 0.035 +(epoch: 64, iters: 27592, time: 0.304, data: 0.021) G_GAN: 4.450 G_L1: 4.878 D_real: 0.015 D_fake: 0.052 +(epoch: 64, iters: 27692, time: 0.306, data: 0.019) G_GAN: 4.761 G_L1: 4.585 D_real: 0.002 D_fake: 0.073 +(epoch: 64, iters: 27792, time: 0.420, data: 0.019) G_GAN: 4.475 G_L1: 5.621 D_real: 0.020 D_fake: 0.099 +(epoch: 64, iters: 27892, time: 0.297, data: 0.020) G_GAN: 4.102 G_L1: 2.621 D_real: 0.156 D_fake: 0.035 +(epoch: 64, iters: 27992, time: 0.310, data: 0.018) G_GAN: 7.017 G_L1: 4.241 D_real: 0.015 D_fake: 0.003 +(epoch: 64, iters: 28092, time: 0.296, data: 0.020) G_GAN: 4.100 G_L1: 5.439 D_real: 0.174 D_fake: 0.312 +(epoch: 64, iters: 28192, time: 0.420, data: 0.018) G_GAN: 5.555 G_L1: 4.143 D_real: 0.031 D_fake: 0.017 +(epoch: 64, iters: 28292, time: 0.296, data: 0.020) G_GAN: 3.505 G_L1: 3.265 D_real: 0.300 D_fake: 0.077 +(epoch: 64, iters: 28392, time: 0.296, data: 0.020) G_GAN: 4.365 G_L1: 4.334 D_real: 0.020 D_fake: 0.117 +(epoch: 64, iters: 28492, time: 0.298, data: 0.020) G_GAN: 3.645 G_L1: 5.169 D_real: 0.335 D_fake: 0.110 +(epoch: 64, iters: 28592, time: 0.415, data: 0.017) G_GAN: 4.668 G_L1: 4.252 D_real: 0.027 D_fake: 0.199 +(epoch: 64, iters: 28692, time: 0.301, data: 0.019) G_GAN: 5.545 G_L1: 4.427 D_real: 0.056 D_fake: 0.013 +(epoch: 64, iters: 28792, time: 0.300, data: 0.021) G_GAN: 4.745 G_L1: 3.609 D_real: 0.161 D_fake: 0.019 +(epoch: 64, iters: 28892, time: 0.296, data: 0.019) G_GAN: 4.429 G_L1: 3.761 D_real: 0.000 D_fake: 0.078 +(epoch: 64, iters: 28992, time: 0.595, data: 0.025) G_GAN: 6.560 G_L1: 2.848 D_real: 0.010 D_fake: 0.007 +(epoch: 64, iters: 29092, time: 0.301, data: 0.020) G_GAN: 6.095 G_L1: 5.854 D_real: 0.065 D_fake: 0.080 +(epoch: 64, iters: 29192, time: 0.307, data: 0.018) G_GAN: 7.876 G_L1: 4.277 D_real: 0.001 D_fake: 0.014 +(epoch: 64, iters: 29292, time: 0.282, data: 0.019) G_GAN: 6.488 G_L1: 4.793 D_real: 0.000 D_fake: 0.091 +(epoch: 64, iters: 29392, time: 0.412, data: 0.018) G_GAN: 7.362 G_L1: 4.842 D_real: 0.000 D_fake: 0.023 +(epoch: 64, iters: 29492, time: 0.296, data: 0.018) G_GAN: 7.383 G_L1: 4.753 D_real: 0.000 D_fake: 0.024 +(epoch: 64, iters: 29592, time: 0.293, data: 0.019) G_GAN: 4.924 G_L1: 4.404 D_real: 0.008 D_fake: 0.173 +(epoch: 64, iters: 29692, time: 0.299, data: 0.019) G_GAN: 6.406 G_L1: 4.973 D_real: 0.004 D_fake: 0.058 +(epoch: 64, iters: 29792, time: 0.412, data: 0.022) G_GAN: 6.797 G_L1: 4.784 D_real: 0.001 D_fake: 0.013 +(epoch: 64, iters: 29892, time: 0.303, data: 0.020) G_GAN: 5.188 G_L1: 3.824 D_real: 0.013 D_fake: 0.028 +(epoch: 64, iters: 29992, time: 0.297, data: 0.021) G_GAN: 6.808 G_L1: 3.119 D_real: 0.067 D_fake: 0.004 +(epoch: 64, iters: 30092, time: 0.304, data: 0.018) G_GAN: 6.863 G_L1: 8.189 D_real: 0.010 D_fake: 0.023 +(epoch: 64, iters: 30192, time: 0.395, data: 0.018) G_GAN: 5.381 G_L1: 5.001 D_real: 0.046 D_fake: 0.042 +(epoch: 64, iters: 30292, time: 0.300, data: 0.019) G_GAN: 4.928 G_L1: 5.232 D_real: 0.020 D_fake: 0.052 +(epoch: 64, iters: 30392, time: 0.297, data: 0.021) G_GAN: 6.204 G_L1: 3.956 D_real: 0.038 D_fake: 0.010 +(epoch: 64, iters: 30492, time: 0.305, data: 0.020) G_GAN: 5.124 G_L1: 4.908 D_real: 0.134 D_fake: 0.015 +(epoch: 64, iters: 30592, time: 0.422, data: 0.018) G_GAN: 5.309 G_L1: 8.196 D_real: 0.030 D_fake: 0.041 +(epoch: 64, iters: 30692, time: 0.291, data: 0.018) G_GAN: 4.713 G_L1: 4.149 D_real: 0.141 D_fake: 0.110 +(epoch: 64, iters: 30792, time: 0.300, data: 0.019) G_GAN: 4.095 G_L1: 2.738 D_real: 0.017 D_fake: 0.199 +(epoch: 64, iters: 30892, time: 0.300, data: 0.018) G_GAN: 4.327 G_L1: 4.451 D_real: 0.081 D_fake: 0.122 +(epoch: 64, iters: 30992, time: 0.586, data: 0.020) G_GAN: 5.989 G_L1: 4.002 D_real: 0.002 D_fake: 0.021 +(epoch: 64, iters: 31092, time: 0.298, data: 0.018) G_GAN: 4.969 G_L1: 3.770 D_real: 0.180 D_fake: 0.013 +(epoch: 64, iters: 31192, time: 0.302, data: 0.018) G_GAN: 4.136 G_L1: 3.895 D_real: 0.051 D_fake: 0.040 +(epoch: 64, iters: 31292, time: 0.296, data: 0.018) G_GAN: 4.864 G_L1: 3.609 D_real: 0.016 D_fake: 0.044 +(epoch: 64, iters: 31392, time: 0.404, data: 0.018) G_GAN: 5.300 G_L1: 5.590 D_real: 0.005 D_fake: 0.016 +(epoch: 64, iters: 31492, time: 0.301, data: 0.023) G_GAN: 5.136 G_L1: 4.642 D_real: 0.225 D_fake: 0.099 +(epoch: 64, iters: 31592, time: 0.300, data: 0.018) G_GAN: 2.641 G_L1: 3.663 D_real: 0.313 D_fake: 0.083 +(epoch: 64, iters: 31692, time: 0.292, data: 0.018) G_GAN: 5.058 G_L1: 3.430 D_real: 0.002 D_fake: 0.224 +(epoch: 64, iters: 31792, time: 0.418, data: 0.019) G_GAN: 3.421 G_L1: 3.879 D_real: 0.550 D_fake: 0.054 +(epoch: 64, iters: 31892, time: 0.289, data: 0.019) G_GAN: 4.487 G_L1: 5.036 D_real: 0.019 D_fake: 0.111 +(epoch: 64, iters: 31992, time: 0.295, data: 0.018) G_GAN: 5.529 G_L1: 3.491 D_real: 0.001 D_fake: 0.082 +(epoch: 64, iters: 32092, time: 0.292, data: 0.019) G_GAN: 5.023 G_L1: 2.619 D_real: 0.010 D_fake: 0.027 +(epoch: 64, iters: 32192, time: 0.420, data: 0.018) G_GAN: 5.304 G_L1: 5.643 D_real: 0.049 D_fake: 0.034 +(epoch: 64, iters: 32292, time: 0.305, data: 0.018) G_GAN: 4.115 G_L1: 3.850 D_real: 0.023 D_fake: 0.088 +(epoch: 64, iters: 32392, time: 0.292, data: 0.019) G_GAN: 5.738 G_L1: 5.465 D_real: 0.040 D_fake: 0.023 +(epoch: 64, iters: 32492, time: 0.295, data: 0.018) G_GAN: 5.255 G_L1: 6.051 D_real: 0.001 D_fake: 0.020 +(epoch: 64, iters: 32592, time: 0.415, data: 0.019) G_GAN: 4.662 G_L1: 3.420 D_real: 0.085 D_fake: 0.206 +(epoch: 64, iters: 32692, time: 0.301, data: 0.019) G_GAN: 5.673 G_L1: 4.158 D_real: 0.031 D_fake: 0.092 +(epoch: 64, iters: 32792, time: 0.303, data: 0.019) G_GAN: 5.800 G_L1: 3.315 D_real: 0.226 D_fake: 0.053 +(epoch: 64, iters: 32892, time: 0.295, data: 0.019) G_GAN: 5.737 G_L1: 5.593 D_real: 0.056 D_fake: 0.011 +(epoch: 64, iters: 32992, time: 0.577, data: 0.019) G_GAN: 4.847 G_L1: 5.584 D_real: 0.059 D_fake: 0.027 +(epoch: 64, iters: 33092, time: 0.305, data: 0.019) G_GAN: 3.660 G_L1: 3.280 D_real: 0.056 D_fake: 0.156 +(epoch: 64, iters: 33192, time: 0.298, data: 0.019) G_GAN: 5.105 G_L1: 3.527 D_real: 0.048 D_fake: 0.090 +(epoch: 64, iters: 33292, time: 0.301, data: 0.020) G_GAN: 6.502 G_L1: 4.563 D_real: 0.008 D_fake: 0.025 +(epoch: 64, iters: 33392, time: 0.412, data: 0.019) G_GAN: 5.196 G_L1: 4.182 D_real: 0.001 D_fake: 0.074 +(epoch: 64, iters: 33492, time: 0.300, data: 0.018) G_GAN: 4.364 G_L1: 3.259 D_real: 0.393 D_fake: 0.062 +(epoch: 64, iters: 33592, time: 0.296, data: 0.021) G_GAN: 6.467 G_L1: 4.797 D_real: 0.046 D_fake: 0.062 +(epoch: 64, iters: 33692, time: 0.293, data: 0.018) G_GAN: 8.794 G_L1: 3.508 D_real: 0.102 D_fake: 0.002 +(epoch: 64, iters: 33792, time: 0.425, data: 0.020) G_GAN: 4.266 G_L1: 5.925 D_real: 0.001 D_fake: 0.131 +(epoch: 64, iters: 33892, time: 0.296, data: 0.019) G_GAN: 5.521 G_L1: 1.554 D_real: 0.263 D_fake: 0.015 +(epoch: 64, iters: 33992, time: 0.303, data: 0.019) G_GAN: 4.113 G_L1: 4.465 D_real: 0.064 D_fake: 0.056 +(epoch: 64, iters: 34092, time: 0.292, data: 0.022) G_GAN: 5.746 G_L1: 6.012 D_real: 0.037 D_fake: 0.064 +(epoch: 64, iters: 34192, time: 0.423, data: 0.023) G_GAN: 6.798 G_L1: 5.500 D_real: 0.188 D_fake: 0.002 +(epoch: 64, iters: 34292, time: 0.282, data: 0.019) G_GAN: 13.183 G_L1: 8.351 D_real: 0.003 D_fake: 0.000 +(epoch: 64, iters: 34392, time: 0.303, data: 0.017) G_GAN: 7.347 G_L1: 6.407 D_real: 0.003 D_fake: 0.003 +(epoch: 64, iters: 34492, time: 0.297, data: 0.018) G_GAN: 7.347 G_L1: 5.370 D_real: 0.001 D_fake: 0.003 +(epoch: 64, iters: 34592, time: 0.412, data: 0.020) G_GAN: 6.703 G_L1: 4.386 D_real: 0.003 D_fake: 0.016 +(epoch: 64, iters: 34692, time: 0.297, data: 0.019) G_GAN: 5.873 G_L1: 2.989 D_real: 0.172 D_fake: 0.011 +(epoch: 64, iters: 34792, time: 0.304, data: 0.019) G_GAN: 4.853 G_L1: 4.054 D_real: 0.024 D_fake: 0.148 +(epoch: 64, iters: 34892, time: 0.301, data: 0.020) G_GAN: 4.748 G_L1: 4.292 D_real: 0.017 D_fake: 0.103 +(epoch: 64, iters: 34992, time: 0.570, data: 0.019) G_GAN: 5.001 G_L1: 2.891 D_real: 0.005 D_fake: 0.079 +(epoch: 64, iters: 35092, time: 0.308, data: 0.019) G_GAN: 6.010 G_L1: 2.740 D_real: 0.043 D_fake: 0.012 +(epoch: 64, iters: 35192, time: 0.306, data: 0.020) G_GAN: 5.381 G_L1: 4.141 D_real: 0.020 D_fake: 0.071 +(epoch: 64, iters: 35292, time: 0.289, data: 0.019) G_GAN: 6.009 G_L1: 5.473 D_real: 0.034 D_fake: 0.029 +(epoch: 64, iters: 35392, time: 0.413, data: 0.021) G_GAN: 4.581 G_L1: 4.246 D_real: 0.028 D_fake: 0.038 +(epoch: 64, iters: 35492, time: 0.293, data: 0.017) G_GAN: 4.242 G_L1: 3.862 D_real: 0.349 D_fake: 0.034 +(epoch: 64, iters: 35592, time: 0.301, data: 0.017) G_GAN: 5.483 G_L1: 5.562 D_real: 0.146 D_fake: 0.012 +(epoch: 64, iters: 35692, time: 0.289, data: 0.022) G_GAN: 6.453 G_L1: 4.457 D_real: 0.001 D_fake: 0.101 +(epoch: 64, iters: 35792, time: 0.399, data: 0.017) G_GAN: 4.142 G_L1: 3.745 D_real: 0.206 D_fake: 0.123 +(epoch: 64, iters: 35892, time: 0.301, data: 0.018) G_GAN: 5.216 G_L1: 3.040 D_real: 0.058 D_fake: 0.034 +(epoch: 64, iters: 35992, time: 0.281, data: 0.020) G_GAN: 5.269 G_L1: 4.070 D_real: 0.054 D_fake: 0.020 +(epoch: 64, iters: 36092, time: 0.304, data: 0.019) G_GAN: 6.032 G_L1: 3.892 D_real: 0.026 D_fake: 0.018 +(epoch: 64, iters: 36192, time: 0.417, data: 0.019) G_GAN: 4.871 G_L1: 4.051 D_real: 0.001 D_fake: 0.018 +(epoch: 64, iters: 36292, time: 0.300, data: 0.019) G_GAN: 7.304 G_L1: 2.728 D_real: 0.063 D_fake: 0.041 +(epoch: 64, iters: 36392, time: 0.301, data: 0.019) G_GAN: 7.094 G_L1: 7.733 D_real: 0.039 D_fake: 0.145 +(epoch: 64, iters: 36492, time: 0.293, data: 0.019) G_GAN: 6.093 G_L1: 4.811 D_real: 0.365 D_fake: 0.031 +(epoch: 64, iters: 36592, time: 0.420, data: 0.018) G_GAN: 4.630 G_L1: 3.928 D_real: 0.060 D_fake: 0.041 +(epoch: 64, iters: 36692, time: 0.292, data: 0.018) G_GAN: 1.789 G_L1: 2.798 D_real: 0.545 D_fake: 0.127 +(epoch: 64, iters: 36792, time: 0.295, data: 0.017) G_GAN: 4.429 G_L1: 3.373 D_real: 0.050 D_fake: 0.061 +(epoch: 64, iters: 36892, time: 0.297, data: 0.019) G_GAN: 4.891 G_L1: 3.908 D_real: 0.001 D_fake: 0.038 +(epoch: 64, iters: 36992, time: 0.573, data: 0.020) G_GAN: 4.904 G_L1: 2.515 D_real: 0.054 D_fake: 0.069 +(epoch: 64, iters: 37092, time: 0.298, data: 0.015) G_GAN: 4.785 G_L1: 3.500 D_real: 0.004 D_fake: 0.389 +(epoch: 64, iters: 37192, time: 0.302, data: 0.018) G_GAN: 6.062 G_L1: 6.514 D_real: 0.029 D_fake: 0.014 +(epoch: 64, iters: 37292, time: 0.303, data: 0.019) G_GAN: 5.706 G_L1: 2.147 D_real: 0.037 D_fake: 0.039 +(epoch: 64, iters: 37392, time: 0.404, data: 0.019) G_GAN: 5.795 G_L1: 3.574 D_real: 0.001 D_fake: 0.018 +(epoch: 64, iters: 37492, time: 0.295, data: 0.019) G_GAN: 5.312 G_L1: 3.416 D_real: 0.176 D_fake: 0.020 +(epoch: 64, iters: 37592, time: 0.298, data: 0.020) G_GAN: 5.323 G_L1: 4.050 D_real: 0.040 D_fake: 0.016 +(epoch: 64, iters: 37692, time: 0.295, data: 0.018) G_GAN: 6.503 G_L1: 7.463 D_real: 0.021 D_fake: 0.100 +(epoch: 64, iters: 37792, time: 0.421, data: 0.019) G_GAN: 8.151 G_L1: 3.477 D_real: 0.045 D_fake: 0.001 +(epoch: 64, iters: 37892, time: 0.301, data: 0.023) G_GAN: 9.487 G_L1: 5.886 D_real: 0.002 D_fake: 0.000 +(epoch: 64, iters: 37992, time: 0.303, data: 0.021) G_GAN: 3.746 G_L1: 4.293 D_real: 0.001 D_fake: 0.036 +(epoch: 64, iters: 38092, time: 0.301, data: 0.018) G_GAN: 3.292 G_L1: 4.608 D_real: 0.760 D_fake: 0.065 +(epoch: 64, iters: 38192, time: 0.425, data: 0.020) G_GAN: 4.667 G_L1: 4.491 D_real: 0.010 D_fake: 0.073 +(epoch: 64, iters: 38292, time: 0.302, data: 0.019) G_GAN: 4.651 G_L1: 3.522 D_real: 0.005 D_fake: 0.200 +(epoch: 64, iters: 38392, time: 0.296, data: 0.022) G_GAN: 4.724 G_L1: 4.547 D_real: 0.525 D_fake: 0.004 +(epoch: 64, iters: 38492, time: 0.298, data: 0.019) G_GAN: 6.671 G_L1: 5.444 D_real: 0.011 D_fake: 0.016 +(epoch: 64, iters: 38592, time: 0.419, data: 0.022) G_GAN: 5.711 G_L1: 5.466 D_real: 0.043 D_fake: 0.019 +(epoch: 64, iters: 38692, time: 0.278, data: 0.020) G_GAN: 5.037 G_L1: 4.002 D_real: 0.004 D_fake: 0.017 +(epoch: 64, iters: 38792, time: 0.293, data: 0.016) G_GAN: 5.503 G_L1: 3.132 D_real: 0.020 D_fake: 0.035 +(epoch: 64, iters: 38892, time: 0.293, data: 0.017) G_GAN: 4.915 G_L1: 3.224 D_real: 0.037 D_fake: 0.020 +(epoch: 64, iters: 38992, time: 0.582, data: 0.017) G_GAN: 4.798 G_L1: 3.847 D_real: 0.461 D_fake: 0.231 +(epoch: 64, iters: 39092, time: 0.302, data: 0.020) G_GAN: 7.497 G_L1: 2.252 D_real: 0.067 D_fake: 0.002 +(epoch: 64, iters: 39192, time: 0.280, data: 0.018) G_GAN: 5.487 G_L1: 2.595 D_real: 0.116 D_fake: 0.043 +(epoch: 64, iters: 39292, time: 0.301, data: 0.021) G_GAN: 4.375 G_L1: 4.379 D_real: 0.007 D_fake: 0.071 +(epoch: 64, iters: 39392, time: 0.398, data: 0.019) G_GAN: 4.962 G_L1: 2.803 D_real: 0.004 D_fake: 0.040 +(epoch: 64, iters: 39492, time: 0.295, data: 0.019) G_GAN: 5.207 G_L1: 4.572 D_real: 0.239 D_fake: 0.034 +(epoch: 64, iters: 39592, time: 0.303, data: 0.018) G_GAN: 3.783 G_L1: 3.746 D_real: 0.016 D_fake: 0.204 +(epoch: 64, iters: 39692, time: 0.300, data: 0.019) G_GAN: 3.766 G_L1: 3.870 D_real: 0.034 D_fake: 0.148 +(epoch: 64, iters: 39792, time: 0.410, data: 0.018) G_GAN: 4.631 G_L1: 4.133 D_real: 0.041 D_fake: 0.111 +(epoch: 64, iters: 39892, time: 0.294, data: 0.019) G_GAN: 5.247 G_L1: 3.559 D_real: 0.001 D_fake: 0.048 +(epoch: 64, iters: 39992, time: 0.307, data: 0.019) G_GAN: 4.810 G_L1: 4.498 D_real: 0.000 D_fake: 0.034 +(epoch: 64, iters: 40092, time: 0.291, data: 0.022) G_GAN: 4.335 G_L1: 4.070 D_real: 0.008 D_fake: 0.109 +(epoch: 64, iters: 40192, time: 0.415, data: 0.018) G_GAN: 4.158 G_L1: 3.388 D_real: 0.055 D_fake: 0.116 +(epoch: 64, iters: 40292, time: 0.294, data: 0.019) G_GAN: 4.490 G_L1: 8.100 D_real: 0.024 D_fake: 0.063 +(epoch: 64, iters: 40392, time: 0.294, data: 0.022) G_GAN: 6.108 G_L1: 4.700 D_real: 0.035 D_fake: 0.011 +(epoch: 64, iters: 40492, time: 0.287, data: 0.018) G_GAN: 6.644 G_L1: 6.228 D_real: 0.017 D_fake: 0.032 +(epoch: 64, iters: 40592, time: 0.420, data: 0.020) G_GAN: 6.207 G_L1: 4.958 D_real: 0.011 D_fake: 0.010 +(epoch: 64, iters: 40692, time: 0.300, data: 0.019) G_GAN: 5.450 G_L1: 5.842 D_real: 0.129 D_fake: 0.010 +(epoch: 64, iters: 40792, time: 0.302, data: 0.023) G_GAN: 7.149 G_L1: 5.315 D_real: 0.000 D_fake: 0.006 +(epoch: 64, iters: 40892, time: 0.287, data: 0.020) G_GAN: 4.097 G_L1: 5.022 D_real: 0.135 D_fake: 0.046 +(epoch: 64, iters: 40992, time: 0.582, data: 0.019) G_GAN: 7.107 G_L1: 5.698 D_real: 0.090 D_fake: 0.007 +(epoch: 64, iters: 41092, time: 0.300, data: 0.020) G_GAN: 4.494 G_L1: 3.666 D_real: 0.059 D_fake: 0.128 +(epoch: 64, iters: 41192, time: 0.303, data: 0.019) G_GAN: 4.260 G_L1: 2.724 D_real: 0.058 D_fake: 0.039 +(epoch: 64, iters: 41292, time: 0.296, data: 0.019) G_GAN: 5.173 G_L1: 5.731 D_real: 0.013 D_fake: 0.060 +(epoch: 64, iters: 41392, time: 0.397, data: 0.018) G_GAN: 4.736 G_L1: 1.797 D_real: 0.007 D_fake: 0.331 +(epoch: 64, iters: 41492, time: 0.299, data: 0.018) G_GAN: 4.848 G_L1: 7.214 D_real: 0.003 D_fake: 0.060 +(epoch: 64, iters: 41592, time: 0.297, data: 0.018) G_GAN: 4.324 G_L1: 3.587 D_real: 0.081 D_fake: 0.065 +(epoch: 64, iters: 41692, time: 0.293, data: 0.019) G_GAN: 6.932 G_L1: 5.680 D_real: 0.096 D_fake: 0.066 +(epoch: 64, iters: 41792, time: 0.370, data: 0.021) G_GAN: 6.040 G_L1: 6.255 D_real: 0.003 D_fake: 0.019 +(epoch: 64, iters: 41892, time: 0.287, data: 0.018) G_GAN: 3.916 G_L1: 3.587 D_real: 0.010 D_fake: 0.111 +(epoch: 64, iters: 41992, time: 0.302, data: 0.019) G_GAN: 6.514 G_L1: 3.358 D_real: 0.003 D_fake: 0.011 +(epoch: 64, iters: 42092, time: 0.300, data: 0.020) G_GAN: 4.799 G_L1: 5.385 D_real: 0.026 D_fake: 0.023 +(epoch: 64, iters: 42192, time: 0.378, data: 0.018) G_GAN: 4.069 G_L1: 3.022 D_real: 0.083 D_fake: 0.032 +(epoch: 64, iters: 42292, time: 0.300, data: 0.018) G_GAN: 6.817 G_L1: 4.452 D_real: 0.475 D_fake: 0.001 +(epoch: 64, iters: 42392, time: 0.300, data: 0.019) G_GAN: 4.295 G_L1: 3.028 D_real: 0.060 D_fake: 0.078 +(epoch: 64, iters: 42492, time: 0.293, data: 0.018) G_GAN: 3.655 G_L1: 3.306 D_real: 0.204 D_fake: 0.050 +(epoch: 64, iters: 42592, time: 0.417, data: 0.019) G_GAN: 6.001 G_L1: 3.426 D_real: 0.191 D_fake: 0.023 +(epoch: 64, iters: 42692, time: 0.300, data: 0.019) G_GAN: 4.293 G_L1: 3.472 D_real: 0.029 D_fake: 0.043 +(epoch: 64, iters: 42792, time: 0.298, data: 0.020) G_GAN: 5.041 G_L1: 3.742 D_real: 0.009 D_fake: 0.068 +(epoch: 64, iters: 42892, time: 0.301, data: 0.018) G_GAN: 4.009 G_L1: 3.288 D_real: 0.018 D_fake: 0.070 +(epoch: 64, iters: 42992, time: 0.611, data: 0.017) G_GAN: 5.732 G_L1: 4.492 D_real: 0.023 D_fake: 0.041 +(epoch: 64, iters: 43092, time: 0.290, data: 0.017) G_GAN: 6.444 G_L1: 6.857 D_real: 0.060 D_fake: 0.026 +(epoch: 64, iters: 43192, time: 0.296, data: 0.017) G_GAN: 4.311 G_L1: 4.149 D_real: 0.001 D_fake: 0.090 +(epoch: 64, iters: 43292, time: 0.286, data: 0.020) G_GAN: 4.441 G_L1: 3.338 D_real: 0.007 D_fake: 0.073 +(epoch: 64, iters: 43392, time: 0.412, data: 0.018) G_GAN: 5.704 G_L1: 5.263 D_real: 0.003 D_fake: 0.087 +(epoch: 64, iters: 43492, time: 0.281, data: 0.017) G_GAN: 9.205 G_L1: 4.102 D_real: 0.005 D_fake: 0.007 +(epoch: 64, iters: 43592, time: 0.303, data: 0.017) G_GAN: 5.642 G_L1: 4.576 D_real: 0.020 D_fake: 0.068 +(epoch: 64, iters: 43692, time: 0.301, data: 0.019) G_GAN: 5.534 G_L1: 3.937 D_real: 0.480 D_fake: 0.061 +(epoch: 64, iters: 43792, time: 0.416, data: 0.020) G_GAN: 6.216 G_L1: 3.207 D_real: 0.059 D_fake: 0.050 +(epoch: 64, iters: 43892, time: 0.297, data: 0.021) G_GAN: 4.962 G_L1: 3.445 D_real: 0.004 D_fake: 0.230 +(epoch: 64, iters: 43992, time: 0.304, data: 0.017) G_GAN: 5.453 G_L1: 5.157 D_real: 0.043 D_fake: 0.015 +(epoch: 64, iters: 44092, time: 0.299, data: 0.020) G_GAN: 5.631 G_L1: 2.868 D_real: 0.289 D_fake: 0.013 +(epoch: 64, iters: 44192, time: 0.412, data: 0.020) G_GAN: 5.569 G_L1: 4.219 D_real: 0.038 D_fake: 0.065 +(epoch: 64, iters: 44292, time: 0.294, data: 0.017) G_GAN: 4.392 G_L1: 3.569 D_real: 0.003 D_fake: 0.124 +(epoch: 64, iters: 44392, time: 0.305, data: 0.017) G_GAN: 5.868 G_L1: 3.797 D_real: 0.023 D_fake: 0.012 +(epoch: 64, iters: 44492, time: 0.281, data: 0.020) G_GAN: 5.180 G_L1: 3.660 D_real: 0.037 D_fake: 0.063 +(epoch: 64, iters: 44592, time: 0.411, data: 0.016) G_GAN: 4.490 G_L1: 4.122 D_real: 0.015 D_fake: 0.072 +(epoch: 64, iters: 44692, time: 0.302, data: 0.020) G_GAN: 4.932 G_L1: 3.663 D_real: 0.016 D_fake: 0.044 +(epoch: 64, iters: 44792, time: 0.291, data: 0.020) G_GAN: 5.056 G_L1: 4.648 D_real: 0.021 D_fake: 0.060 +(epoch: 64, iters: 44892, time: 0.286, data: 0.017) G_GAN: 6.646 G_L1: 5.411 D_real: 0.459 D_fake: 0.004 +(epoch: 64, iters: 44992, time: 0.581, data: 0.018) G_GAN: 6.579 G_L1: 5.729 D_real: 0.000 D_fake: 0.008 +(epoch: 64, iters: 45092, time: 0.275, data: 0.017) G_GAN: 7.683 G_L1: 10.471 D_real: 0.013 D_fake: 0.010 +(epoch: 64, iters: 45192, time: 0.290, data: 0.015) G_GAN: 4.856 G_L1: 3.646 D_real: 0.394 D_fake: 0.054 +(epoch: 64, iters: 45292, time: 0.278, data: 0.018) G_GAN: 7.570 G_L1: 6.823 D_real: 0.000 D_fake: 0.006 +(epoch: 64, iters: 45392, time: 0.390, data: 0.019) G_GAN: 5.148 G_L1: 5.201 D_real: 0.001 D_fake: 0.056 +(epoch: 64, iters: 45492, time: 0.285, data: 0.016) G_GAN: 9.062 G_L1: 4.957 D_real: 0.003 D_fake: 0.001 +(epoch: 64, iters: 45592, time: 0.288, data: 0.016) G_GAN: 6.767 G_L1: 7.768 D_real: 0.001 D_fake: 0.039 +(epoch: 64, iters: 45692, time: 0.287, data: 0.018) G_GAN: 5.399 G_L1: 4.342 D_real: 0.003 D_fake: 0.023 +(epoch: 64, iters: 45792, time: 0.418, data: 0.018) G_GAN: 5.699 G_L1: 6.252 D_real: 0.002 D_fake: 0.013 +(epoch: 64, iters: 45892, time: 0.293, data: 0.021) G_GAN: 6.843 G_L1: 4.406 D_real: 0.008 D_fake: 0.020 +(epoch: 64, iters: 45992, time: 0.301, data: 0.018) G_GAN: 6.219 G_L1: 4.447 D_real: 0.312 D_fake: 0.006 +(epoch: 64, iters: 46092, time: 0.295, data: 0.019) G_GAN: 5.801 G_L1: 3.566 D_real: 0.001 D_fake: 0.053 +(epoch: 64, iters: 46192, time: 0.404, data: 0.017) G_GAN: 4.354 G_L1: 3.475 D_real: 0.008 D_fake: 0.074 +(epoch: 64, iters: 46292, time: 0.299, data: 0.018) G_GAN: 4.242 G_L1: 4.464 D_real: 0.118 D_fake: 0.086 +(epoch: 64, iters: 46392, time: 0.306, data: 0.018) G_GAN: 5.938 G_L1: 6.849 D_real: 0.016 D_fake: 0.064 +(epoch: 64, iters: 46492, time: 0.290, data: 0.018) G_GAN: 5.634 G_L1: 4.047 D_real: 0.111 D_fake: 0.007 +(epoch: 64, iters: 46592, time: 0.415, data: 0.022) G_GAN: 6.323 G_L1: 4.691 D_real: 0.002 D_fake: 0.186 +(epoch: 64, iters: 46692, time: 0.293, data: 0.022) G_GAN: 4.419 G_L1: 4.094 D_real: 0.088 D_fake: 0.063 +(epoch: 64, iters: 46792, time: 0.293, data: 0.017) G_GAN: 6.886 G_L1: 3.533 D_real: 0.004 D_fake: 0.010 +(epoch: 64, iters: 46892, time: 0.293, data: 0.018) G_GAN: 5.936 G_L1: 3.931 D_real: 0.078 D_fake: 0.013 +(epoch: 64, iters: 46992, time: 0.572, data: 0.032) G_GAN: 5.933 G_L1: 3.673 D_real: 0.012 D_fake: 0.011 +(epoch: 64, iters: 47092, time: 0.281, data: 0.017) G_GAN: 5.106 G_L1: 3.372 D_real: 0.007 D_fake: 0.175 +(epoch: 64, iters: 47192, time: 0.256, data: 0.019) G_GAN: 4.826 G_L1: 4.401 D_real: 0.019 D_fake: 0.038 +(epoch: 64, iters: 47292, time: 0.296, data: 0.016) G_GAN: 4.516 G_L1: 4.002 D_real: 0.394 D_fake: 0.009 +(epoch: 64, iters: 47392, time: 0.355, data: 0.018) G_GAN: 4.515 G_L1: 2.391 D_real: 0.304 D_fake: 0.024 +(epoch: 64, iters: 47492, time: 0.289, data: 0.018) G_GAN: 6.964 G_L1: 5.593 D_real: 0.002 D_fake: 0.025 +(epoch: 64, iters: 47592, time: 0.281, data: 0.016) G_GAN: 5.779 G_L1: 2.723 D_real: 0.004 D_fake: 0.027 +(epoch: 64, iters: 47692, time: 0.282, data: 0.022) G_GAN: 3.950 G_L1: 2.757 D_real: 0.112 D_fake: 0.113 +(epoch: 64, iters: 47792, time: 0.413, data: 0.016) G_GAN: 5.021 G_L1: 3.668 D_real: 0.014 D_fake: 0.065 +(epoch: 64, iters: 47892, time: 0.276, data: 0.017) G_GAN: 6.196 G_L1: 5.092 D_real: 0.047 D_fake: 0.030 +(epoch: 64, iters: 47992, time: 0.297, data: 0.015) G_GAN: 4.761 G_L1: 2.642 D_real: 0.148 D_fake: 0.037 +(epoch: 64, iters: 48092, time: 0.291, data: 0.018) G_GAN: 4.818 G_L1: 4.001 D_real: 0.008 D_fake: 0.120 +(epoch: 64, iters: 48192, time: 0.366, data: 0.017) G_GAN: 6.896 G_L1: 4.981 D_real: 0.001 D_fake: 0.008 +(epoch: 64, iters: 48292, time: 0.288, data: 0.017) G_GAN: 5.359 G_L1: 2.272 D_real: 0.091 D_fake: 0.029 +(epoch: 64, iters: 48392, time: 0.285, data: 0.026) G_GAN: 4.244 G_L1: 2.834 D_real: 0.013 D_fake: 0.085 +(epoch: 64, iters: 48492, time: 0.293, data: 0.016) G_GAN: 3.270 G_L1: 3.355 D_real: 0.236 D_fake: 0.049 +(epoch: 64, iters: 48592, time: 0.421, data: 0.019) G_GAN: 4.903 G_L1: 3.891 D_real: 0.141 D_fake: 0.030 +(epoch: 64, iters: 48692, time: 0.289, data: 0.018) G_GAN: 5.547 G_L1: 4.229 D_real: 0.159 D_fake: 0.007 +(epoch: 64, iters: 48792, time: 0.284, data: 0.018) G_GAN: 5.944 G_L1: 5.323 D_real: 0.143 D_fake: 0.116 +(epoch: 64, iters: 48892, time: 0.280, data: 0.015) G_GAN: 5.512 G_L1: 7.969 D_real: 0.004 D_fake: 0.090 +(epoch: 64, iters: 48992, time: 0.573, data: 0.025) G_GAN: 6.929 G_L1: 3.562 D_real: 0.004 D_fake: 0.012 +(epoch: 64, iters: 49092, time: 0.295, data: 0.018) G_GAN: 5.479 G_L1: 4.625 D_real: 0.006 D_fake: 0.150 +(epoch: 64, iters: 49192, time: 0.300, data: 0.018) G_GAN: 5.327 G_L1: 4.676 D_real: 0.034 D_fake: 0.095 +(epoch: 64, iters: 49292, time: 0.296, data: 0.020) G_GAN: 4.652 G_L1: 3.896 D_real: 0.005 D_fake: 0.053 +(epoch: 64, iters: 49392, time: 0.414, data: 0.021) G_GAN: 6.950 G_L1: 3.665 D_real: 0.018 D_fake: 0.075 +(epoch: 64, iters: 49492, time: 0.294, data: 0.018) G_GAN: 4.975 G_L1: 2.864 D_real: 0.117 D_fake: 0.033 +(epoch: 64, iters: 49592, time: 0.297, data: 0.019) G_GAN: 5.073 G_L1: 5.462 D_real: 0.090 D_fake: 0.057 +(epoch: 64, iters: 49692, time: 0.286, data: 0.019) G_GAN: 7.332 G_L1: 3.304 D_real: 0.012 D_fake: 0.004 +(epoch: 64, iters: 49792, time: 0.409, data: 0.018) G_GAN: 4.260 G_L1: 4.052 D_real: 0.003 D_fake: 0.247 +(epoch: 64, iters: 49892, time: 0.294, data: 0.018) G_GAN: 4.431 G_L1: 6.053 D_real: 0.045 D_fake: 0.054 +(epoch: 64, iters: 49992, time: 0.287, data: 0.018) G_GAN: 5.522 G_L1: 4.012 D_real: 0.022 D_fake: 0.175 +(epoch: 64, iters: 50092, time: 0.294, data: 0.019) G_GAN: 5.254 G_L1: 5.604 D_real: 0.124 D_fake: 0.108 +(epoch: 64, iters: 50192, time: 0.408, data: 0.021) G_GAN: 7.182 G_L1: 6.306 D_real: 0.010 D_fake: 0.081 +(epoch: 64, iters: 50292, time: 0.296, data: 0.018) G_GAN: 6.612 G_L1: 5.787 D_real: 0.012 D_fake: 0.005 +(epoch: 64, iters: 50392, time: 0.292, data: 0.018) G_GAN: 6.020 G_L1: 5.443 D_real: 0.019 D_fake: 0.017 +(epoch: 64, iters: 50492, time: 0.300, data: 0.017) G_GAN: 6.222 G_L1: 5.440 D_real: 0.005 D_fake: 0.019 +(epoch: 64, iters: 50592, time: 0.414, data: 0.018) G_GAN: 7.849 G_L1: 5.289 D_real: 0.031 D_fake: 0.003 +(epoch: 64, iters: 50692, time: 0.299, data: 0.018) G_GAN: 5.624 G_L1: 5.416 D_real: 0.257 D_fake: 0.038 +(epoch: 64, iters: 50792, time: 0.297, data: 0.021) G_GAN: 5.361 G_L1: 6.058 D_real: 0.009 D_fake: 0.065 +(epoch: 64, iters: 50892, time: 0.289, data: 0.020) G_GAN: 5.442 G_L1: 3.740 D_real: 0.023 D_fake: 0.102 +(epoch: 64, iters: 50992, time: 0.623, data: 0.017) G_GAN: 5.906 G_L1: 4.660 D_real: 0.004 D_fake: 0.029 +(epoch: 64, iters: 51092, time: 0.291, data: 0.018) G_GAN: 5.416 G_L1: 6.601 D_real: 0.000 D_fake: 0.096 +(epoch: 64, iters: 51192, time: 0.298, data: 0.018) G_GAN: 5.451 G_L1: 3.570 D_real: 0.004 D_fake: 0.046 +(epoch: 64, iters: 51292, time: 0.282, data: 0.017) G_GAN: 6.010 G_L1: 2.880 D_real: 0.031 D_fake: 0.021 +(epoch: 64, iters: 51392, time: 0.407, data: 0.019) G_GAN: 4.805 G_L1: 4.680 D_real: 0.038 D_fake: 0.077 +(epoch: 64, iters: 51492, time: 0.293, data: 0.021) G_GAN: 6.409 G_L1: 6.278 D_real: 0.004 D_fake: 0.025 +(epoch: 64, iters: 51592, time: 0.295, data: 0.020) G_GAN: 6.520 G_L1: 4.943 D_real: 0.039 D_fake: 0.010 +(epoch: 64, iters: 51692, time: 0.287, data: 0.018) G_GAN: 6.349 G_L1: 4.036 D_real: 0.039 D_fake: 0.006 +(epoch: 64, iters: 51792, time: 0.414, data: 0.022) G_GAN: 5.580 G_L1: 5.941 D_real: 0.043 D_fake: 0.013 +(epoch: 64, iters: 51892, time: 0.295, data: 0.017) G_GAN: 5.114 G_L1: 2.641 D_real: 0.013 D_fake: 0.026 +(epoch: 64, iters: 51992, time: 0.295, data: 0.022) G_GAN: 4.621 G_L1: 3.430 D_real: 0.063 D_fake: 0.056 +(epoch: 64, iters: 52092, time: 0.289, data: 0.021) G_GAN: 7.172 G_L1: 5.404 D_real: 0.030 D_fake: 0.036 +(epoch: 64, iters: 52192, time: 0.402, data: 0.017) G_GAN: 8.725 G_L1: 3.800 D_real: 0.021 D_fake: 0.005 +(epoch: 64, iters: 52292, time: 0.292, data: 0.017) G_GAN: 7.693 G_L1: 2.885 D_real: 0.050 D_fake: 0.004 +(epoch: 64, iters: 52392, time: 0.295, data: 0.018) G_GAN: 5.696 G_L1: 3.086 D_real: 0.001 D_fake: 0.124 +(epoch: 64, iters: 52492, time: 0.287, data: 0.018) G_GAN: 6.493 G_L1: 5.427 D_real: 0.043 D_fake: 0.028 +(epoch: 64, iters: 52592, time: 0.379, data: 0.017) G_GAN: 4.828 G_L1: 3.145 D_real: 0.029 D_fake: 0.047 +(epoch: 64, iters: 52692, time: 0.300, data: 0.020) G_GAN: 8.976 G_L1: 7.377 D_real: 0.000 D_fake: 0.003 +(epoch: 64, iters: 52792, time: 0.286, data: 0.018) G_GAN: 5.457 G_L1: 5.888 D_real: 0.044 D_fake: 0.020 +(epoch: 64, iters: 52892, time: 0.287, data: 0.018) G_GAN: 10.106 G_L1: 5.712 D_real: 0.002 D_fake: 0.001 +(epoch: 64, iters: 52992, time: 0.607, data: 0.018) G_GAN: 5.668 G_L1: 4.385 D_real: 0.034 D_fake: 0.043 +(epoch: 64, iters: 53092, time: 0.286, data: 0.019) G_GAN: 8.147 G_L1: 4.793 D_real: 0.014 D_fake: 0.002 +(epoch: 64, iters: 53192, time: 0.294, data: 0.017) G_GAN: 3.392 G_L1: 3.257 D_real: 0.275 D_fake: 0.051 +(epoch: 64, iters: 53292, time: 0.297, data: 0.018) G_GAN: 9.731 G_L1: 2.410 D_real: 0.043 D_fake: 0.012 +(epoch: 64, iters: 53392, time: 0.379, data: 0.018) G_GAN: 5.281 G_L1: 3.982 D_real: 0.000 D_fake: 0.021 +(epoch: 64, iters: 53492, time: 0.291, data: 0.018) G_GAN: 4.161 G_L1: 2.741 D_real: 0.102 D_fake: 0.034 +(epoch: 64, iters: 53592, time: 0.286, data: 0.018) G_GAN: 5.823 G_L1: 4.663 D_real: 0.005 D_fake: 0.018 +(epoch: 64, iters: 53692, time: 0.275, data: 0.017) G_GAN: 7.471 G_L1: 5.788 D_real: 0.000 D_fake: 0.017 +(epoch: 64, iters: 53792, time: 0.395, data: 0.019) G_GAN: 4.206 G_L1: 3.449 D_real: 0.030 D_fake: 0.100 +(epoch: 64, iters: 53892, time: 0.296, data: 0.016) G_GAN: 8.044 G_L1: 3.326 D_real: 0.003 D_fake: 0.003 +(epoch: 64, iters: 53992, time: 0.290, data: 0.017) G_GAN: 4.998 G_L1: 6.677 D_real: 0.013 D_fake: 0.088 +(epoch: 64, iters: 54092, time: 0.287, data: 0.019) G_GAN: 4.454 G_L1: 5.505 D_real: 0.272 D_fake: 0.009 +(epoch: 64, iters: 54192, time: 0.401, data: 0.019) G_GAN: 5.760 G_L1: 3.038 D_real: 0.018 D_fake: 0.023 +(epoch: 64, iters: 54292, time: 0.297, data: 0.018) G_GAN: 6.516 G_L1: 5.584 D_real: 0.000 D_fake: 0.031 +(epoch: 64, iters: 54392, time: 0.285, data: 0.019) G_GAN: 4.653 G_L1: 7.265 D_real: 0.037 D_fake: 0.032 +(epoch: 64, iters: 54492, time: 0.288, data: 0.019) G_GAN: 5.296 G_L1: 3.133 D_real: 0.178 D_fake: 0.024 +(epoch: 64, iters: 54592, time: 0.402, data: 0.017) G_GAN: 6.285 G_L1: 5.227 D_real: 0.004 D_fake: 0.084 +(epoch: 64, iters: 54692, time: 0.293, data: 0.016) G_GAN: 6.298 G_L1: 5.629 D_real: 0.003 D_fake: 0.047 +(epoch: 64, iters: 54792, time: 0.296, data: 0.018) G_GAN: 5.286 G_L1: 5.824 D_real: 0.028 D_fake: 0.038 +(epoch: 64, iters: 54892, time: 0.293, data: 0.017) G_GAN: 6.105 G_L1: 3.641 D_real: 0.222 D_fake: 0.003 +(epoch: 64, iters: 54992, time: 0.555, data: 0.018) G_GAN: 5.098 G_L1: 3.461 D_real: 0.005 D_fake: 0.100 +(epoch: 64, iters: 55092, time: 0.294, data: 0.017) G_GAN: 4.858 G_L1: 3.022 D_real: 0.039 D_fake: 0.037 +(epoch: 64, iters: 55192, time: 0.293, data: 0.018) G_GAN: 5.690 G_L1: 3.727 D_real: 0.130 D_fake: 0.004 +(epoch: 64, iters: 55292, time: 0.291, data: 0.018) G_GAN: 6.120 G_L1: 3.312 D_real: 0.023 D_fake: 0.423 +(epoch: 64, iters: 55392, time: 0.371, data: 0.018) G_GAN: 6.482 G_L1: 5.832 D_real: 0.114 D_fake: 0.033 +(epoch: 64, iters: 55492, time: 0.301, data: 0.018) G_GAN: 6.934 G_L1: 3.059 D_real: 0.062 D_fake: 0.012 +(epoch: 64, iters: 55592, time: 0.289, data: 0.017) G_GAN: 4.631 G_L1: 2.731 D_real: 0.356 D_fake: 0.097 +(epoch: 64, iters: 55692, time: 0.295, data: 0.015) G_GAN: 5.561 G_L1: 7.492 D_real: 0.002 D_fake: 0.080 +(epoch: 64, iters: 55792, time: 0.410, data: 0.022) G_GAN: 6.291 G_L1: 3.333 D_real: 0.062 D_fake: 0.042 +(epoch: 64, iters: 55892, time: 0.278, data: 0.022) G_GAN: 5.869 G_L1: 5.035 D_real: 0.001 D_fake: 0.133 +(epoch: 64, iters: 55992, time: 0.285, data: 0.017) G_GAN: 6.421 G_L1: 5.302 D_real: 0.008 D_fake: 0.059 +(epoch: 64, iters: 56092, time: 0.292, data: 0.020) G_GAN: 5.330 G_L1: 5.362 D_real: 0.052 D_fake: 0.015 +(epoch: 64, iters: 56192, time: 0.384, data: 0.018) G_GAN: 6.526 G_L1: 4.671 D_real: 0.000 D_fake: 0.108 +(epoch: 64, iters: 56292, time: 0.294, data: 0.018) G_GAN: 6.709 G_L1: 4.262 D_real: 0.007 D_fake: 0.044 +(epoch: 64, iters: 56392, time: 0.296, data: 0.021) G_GAN: 4.572 G_L1: 3.626 D_real: 0.001 D_fake: 0.134 +(epoch: 64, iters: 56492, time: 0.285, data: 0.018) G_GAN: 6.290 G_L1: 5.492 D_real: 0.002 D_fake: 0.024 +(epoch: 64, iters: 56592, time: 0.401, data: 0.017) G_GAN: 7.491 G_L1: 3.246 D_real: 0.073 D_fake: 0.002 +(epoch: 64, iters: 56692, time: 0.294, data: 0.016) G_GAN: 6.272 G_L1: 3.151 D_real: 0.020 D_fake: 0.024 +(epoch: 64, iters: 56792, time: 0.299, data: 0.018) G_GAN: 5.560 G_L1: 3.327 D_real: 0.038 D_fake: 0.039 +(epoch: 64, iters: 56892, time: 0.297, data: 0.018) G_GAN: 3.575 G_L1: 3.170 D_real: 0.089 D_fake: 0.101 +(epoch: 64, iters: 56992, time: 0.548, data: 0.018) G_GAN: 6.215 G_L1: 3.325 D_real: 0.001 D_fake: 0.049 +(epoch: 64, iters: 57092, time: 0.299, data: 0.017) G_GAN: 5.044 G_L1: 5.721 D_real: 0.005 D_fake: 0.059 +(epoch: 64, iters: 57192, time: 0.278, data: 0.018) G_GAN: 3.560 G_L1: 3.774 D_real: 0.005 D_fake: 0.154 +(epoch: 64, iters: 57292, time: 0.290, data: 0.014) G_GAN: 5.724 G_L1: 3.971 D_real: 0.055 D_fake: 0.135 +(epoch: 64, iters: 57392, time: 0.397, data: 0.018) G_GAN: 4.040 G_L1: 2.405 D_real: 0.025 D_fake: 0.066 +(epoch: 64, iters: 57492, time: 0.292, data: 0.020) G_GAN: 5.525 G_L1: 5.118 D_real: 0.016 D_fake: 0.196 +(epoch: 64, iters: 57592, time: 0.284, data: 0.016) G_GAN: 5.599 G_L1: 6.428 D_real: 0.000 D_fake: 0.181 +(epoch: 64, iters: 57692, time: 0.277, data: 0.018) G_GAN: 6.826 G_L1: 11.952 D_real: 0.136 D_fake: 0.072 +(epoch: 64, iters: 57792, time: 0.368, data: 0.017) G_GAN: 7.169 G_L1: 5.221 D_real: 0.008 D_fake: 0.014 +(epoch: 64, iters: 57892, time: 0.291, data: 0.016) G_GAN: 9.039 G_L1: 5.646 D_real: 0.035 D_fake: 0.008 +(epoch: 64, iters: 57992, time: 0.292, data: 0.017) G_GAN: 5.893 G_L1: 4.687 D_real: 0.011 D_fake: 0.012 +(epoch: 64, iters: 58092, time: 0.286, data: 0.018) G_GAN: 5.453 G_L1: 2.613 D_real: 0.038 D_fake: 0.065 +(epoch: 64, iters: 58192, time: 0.400, data: 0.016) G_GAN: 5.304 G_L1: 4.416 D_real: 0.045 D_fake: 0.045 +(epoch: 64, iters: 58292, time: 0.293, data: 0.016) G_GAN: 5.025 G_L1: 3.891 D_real: 0.022 D_fake: 0.063 +(epoch: 64, iters: 58392, time: 0.300, data: 0.019) G_GAN: 6.481 G_L1: 4.413 D_real: 0.104 D_fake: 0.029 +(epoch: 64, iters: 58492, time: 0.291, data: 0.019) G_GAN: 6.190 G_L1: 2.635 D_real: 0.068 D_fake: 0.037 +(epoch: 64, iters: 58592, time: 0.394, data: 0.018) G_GAN: 5.312 G_L1: 2.313 D_real: 0.000 D_fake: 0.094 +(epoch: 64, iters: 58692, time: 0.284, data: 0.016) G_GAN: 6.539 G_L1: 4.570 D_real: 0.050 D_fake: 0.006 +(epoch: 64, iters: 58792, time: 0.288, data: 0.018) G_GAN: 8.660 G_L1: 9.469 D_real: 0.008 D_fake: 0.002 +(epoch: 64, iters: 58892, time: 0.292, data: 0.018) G_GAN: 7.131 G_L1: 4.184 D_real: 0.000 D_fake: 0.027 +(epoch: 64, iters: 58992, time: 0.597, data: 0.020) G_GAN: 4.457 G_L1: 3.713 D_real: 0.013 D_fake: 0.065 +(epoch: 64, iters: 59092, time: 0.305, data: 0.021) G_GAN: 8.808 G_L1: 6.878 D_real: 0.022 D_fake: 0.027 +(epoch: 64, iters: 59192, time: 0.293, data: 0.023) G_GAN: 7.798 G_L1: 5.058 D_real: 0.015 D_fake: 0.368 +(epoch: 64, iters: 59292, time: 0.302, data: 0.018) G_GAN: 9.529 G_L1: 8.215 D_real: 0.000 D_fake: 0.004 +(epoch: 64, iters: 59392, time: 0.430, data: 0.018) G_GAN: 5.958 G_L1: 6.412 D_real: 0.000 D_fake: 0.064 +(epoch: 64, iters: 59492, time: 0.296, data: 0.018) G_GAN: 5.082 G_L1: 4.572 D_real: 0.002 D_fake: 0.065 +(epoch: 64, iters: 59592, time: 0.300, data: 0.020) G_GAN: 5.586 G_L1: 6.937 D_real: 0.139 D_fake: 0.028 +(epoch: 64, iters: 59692, time: 0.304, data: 0.018) G_GAN: 8.203 G_L1: 4.889 D_real: 0.000 D_fake: 0.002 +(epoch: 64, iters: 59792, time: 0.412, data: 0.022) G_GAN: 7.283 G_L1: 7.047 D_real: 0.096 D_fake: 0.029 +(epoch: 64, iters: 59892, time: 0.300, data: 0.020) G_GAN: 7.349 G_L1: 3.544 D_real: 0.012 D_fake: 0.020 +(epoch: 64, iters: 59992, time: 0.296, data: 0.019) G_GAN: 6.808 G_L1: 2.411 D_real: 0.016 D_fake: 0.095 +(epoch: 65, iters: 76, time: 0.305, data: 0.020) G_GAN: 4.786 G_L1: 2.828 D_real: 0.036 D_fake: 0.042 +(epoch: 65, iters: 176, time: 0.627, data: 0.020) G_GAN: 4.391 G_L1: 3.133 D_real: 0.000 D_fake: 0.227 +(epoch: 65, iters: 276, time: 0.306, data: 0.020) G_GAN: 6.034 G_L1: 6.126 D_real: 0.021 D_fake: 0.006 +(epoch: 65, iters: 376, time: 0.296, data: 0.020) G_GAN: 4.976 G_L1: 4.334 D_real: 0.022 D_fake: 0.049 +(epoch: 65, iters: 476, time: 0.310, data: 0.020) G_GAN: 6.455 G_L1: 3.041 D_real: 0.022 D_fake: 0.015 +(epoch: 65, iters: 576, time: 0.412, data: 0.020) G_GAN: 6.005 G_L1: 5.667 D_real: 0.001 D_fake: 0.053 +(epoch: 65, iters: 676, time: 0.293, data: 0.019) G_GAN: 6.666 G_L1: 5.600 D_real: 0.031 D_fake: 0.023 +(epoch: 65, iters: 776, time: 0.298, data: 0.020) G_GAN: 6.727 G_L1: 3.819 D_real: 0.046 D_fake: 0.067 +(epoch: 65, iters: 876, time: 0.303, data: 0.022) G_GAN: 7.385 G_L1: 3.301 D_real: 0.019 D_fake: 0.058 +(epoch: 65, iters: 976, time: 0.608, data: 0.019) G_GAN: 6.972 G_L1: 4.845 D_real: 0.006 D_fake: 0.007 +(epoch: 65, iters: 1076, time: 0.284, data: 0.019) G_GAN: 9.255 G_L1: 6.143 D_real: 0.000 D_fake: 0.004 +(epoch: 65, iters: 1176, time: 0.297, data: 0.018) G_GAN: 7.365 G_L1: 2.942 D_real: 0.094 D_fake: 0.004 +(epoch: 65, iters: 1276, time: 0.302, data: 0.020) G_GAN: 7.688 G_L1: 5.677 D_real: 0.022 D_fake: 0.005 +(epoch: 65, iters: 1376, time: 0.408, data: 0.020) G_GAN: 5.285 G_L1: 3.845 D_real: 0.043 D_fake: 0.023 +(epoch: 65, iters: 1476, time: 0.302, data: 0.020) G_GAN: 5.895 G_L1: 3.717 D_real: 0.013 D_fake: 0.010 +(epoch: 65, iters: 1576, time: 0.302, data: 0.019) G_GAN: 7.315 G_L1: 10.616 D_real: 0.063 D_fake: 0.018 +(epoch: 65, iters: 1676, time: 0.302, data: 0.019) G_GAN: 5.170 G_L1: 3.538 D_real: 0.008 D_fake: 0.026 +(epoch: 65, iters: 1776, time: 0.421, data: 0.020) G_GAN: 4.035 G_L1: 3.568 D_real: 0.187 D_fake: 0.048 +(epoch: 65, iters: 1876, time: 0.300, data: 0.019) G_GAN: 6.442 G_L1: 2.833 D_real: 0.012 D_fake: 0.007 +(epoch: 65, iters: 1976, time: 0.301, data: 0.020) G_GAN: 8.227 G_L1: 4.909 D_real: 0.004 D_fake: 0.003 +(epoch: 65, iters: 2076, time: 0.300, data: 0.020) G_GAN: 7.766 G_L1: 4.096 D_real: 0.029 D_fake: 0.014 +(epoch: 65, iters: 2176, time: 0.427, data: 0.020) G_GAN: 8.767 G_L1: 5.909 D_real: 0.003 D_fake: 0.005 +(epoch: 65, iters: 2276, time: 0.304, data: 0.019) G_GAN: 5.406 G_L1: 5.588 D_real: 0.009 D_fake: 0.038 +(epoch: 65, iters: 2376, time: 0.298, data: 0.023) G_GAN: 5.867 G_L1: 4.343 D_real: 0.020 D_fake: 0.008 +(epoch: 65, iters: 2476, time: 0.303, data: 0.020) G_GAN: 8.435 G_L1: 5.060 D_real: 0.053 D_fake: 0.001 +(epoch: 65, iters: 2576, time: 0.411, data: 0.021) G_GAN: 8.036 G_L1: 5.787 D_real: 0.026 D_fake: 0.001 +(epoch: 65, iters: 2676, time: 0.294, data: 0.023) G_GAN: 8.173 G_L1: 4.345 D_real: 0.003 D_fake: 0.016 +(epoch: 65, iters: 2776, time: 0.295, data: 0.020) G_GAN: 6.663 G_L1: 5.375 D_real: 0.003 D_fake: 0.003 +(epoch: 65, iters: 2876, time: 0.294, data: 0.023) G_GAN: 6.042 G_L1: 4.338 D_real: 0.001 D_fake: 0.011 +(epoch: 65, iters: 2976, time: 0.593, data: 0.020) G_GAN: 6.392 G_L1: 7.134 D_real: 0.001 D_fake: 0.006 +(epoch: 65, iters: 3076, time: 0.307, data: 0.019) G_GAN: 6.062 G_L1: 2.940 D_real: 0.000 D_fake: 0.028 +(epoch: 65, iters: 3176, time: 0.301, data: 0.020) G_GAN: 4.098 G_L1: 3.916 D_real: 0.001 D_fake: 0.083 +(epoch: 65, iters: 3276, time: 0.303, data: 0.022) G_GAN: 6.100 G_L1: 3.465 D_real: 0.013 D_fake: 0.058 +(epoch: 65, iters: 3376, time: 0.424, data: 0.020) G_GAN: 6.263 G_L1: 4.342 D_real: 0.026 D_fake: 0.015 +(epoch: 65, iters: 3476, time: 0.305, data: 0.020) G_GAN: 6.700 G_L1: 2.813 D_real: 0.002 D_fake: 0.023 +(epoch: 65, iters: 3576, time: 0.301, data: 0.024) G_GAN: 6.484 G_L1: 4.087 D_real: 0.011 D_fake: 0.011 +(epoch: 65, iters: 3676, time: 0.304, data: 0.023) G_GAN: 6.119 G_L1: 4.564 D_real: 0.005 D_fake: 0.024 +(epoch: 65, iters: 3776, time: 0.392, data: 0.019) G_GAN: 7.824 G_L1: 4.298 D_real: 0.012 D_fake: 0.002 +(epoch: 65, iters: 3876, time: 0.299, data: 0.017) G_GAN: 7.482 G_L1: 5.058 D_real: 0.003 D_fake: 0.006 +(epoch: 65, iters: 3976, time: 0.299, data: 0.018) G_GAN: 6.506 G_L1: 3.170 D_real: 0.025 D_fake: 0.007 +(epoch: 65, iters: 4076, time: 0.297, data: 0.020) G_GAN: 7.605 G_L1: 4.968 D_real: 0.000 D_fake: 0.006 +(epoch: 65, iters: 4176, time: 0.416, data: 0.019) G_GAN: 8.277 G_L1: 7.503 D_real: 0.000 D_fake: 0.002 +(epoch: 65, iters: 4276, time: 0.304, data: 0.019) G_GAN: 6.951 G_L1: 3.010 D_real: 0.032 D_fake: 0.004 +(epoch: 65, iters: 4376, time: 0.304, data: 0.018) G_GAN: 9.101 G_L1: 5.226 D_real: 0.089 D_fake: 0.008 +(epoch: 65, iters: 4476, time: 0.300, data: 0.018) G_GAN: 7.904 G_L1: 5.278 D_real: 0.020 D_fake: 0.082 +(epoch: 65, iters: 4576, time: 0.395, data: 0.019) G_GAN: 6.953 G_L1: 8.908 D_real: 0.004 D_fake: 0.016 +(epoch: 65, iters: 4676, time: 0.286, data: 0.019) G_GAN: 5.862 G_L1: 4.610 D_real: 0.014 D_fake: 0.098 +(epoch: 65, iters: 4776, time: 0.277, data: 0.017) G_GAN: 8.880 G_L1: 4.968 D_real: 0.012 D_fake: 0.460 +(epoch: 65, iters: 4876, time: 0.299, data: 0.018) G_GAN: 6.204 G_L1: 3.548 D_real: 0.054 D_fake: 0.004 +(epoch: 65, iters: 4976, time: 0.539, data: 0.018) G_GAN: 7.284 G_L1: 4.079 D_real: 0.029 D_fake: 0.003 +(epoch: 65, iters: 5076, time: 0.301, data: 0.017) G_GAN: 6.742 G_L1: 4.359 D_real: 0.001 D_fake: 0.005 +(epoch: 65, iters: 5176, time: 0.299, data: 0.021) G_GAN: 8.259 G_L1: 2.987 D_real: 0.441 D_fake: 0.001 +(epoch: 65, iters: 5276, time: 0.302, data: 0.018) G_GAN: 6.193 G_L1: 5.612 D_real: 0.003 D_fake: 0.007 +(epoch: 65, iters: 5376, time: 0.413, data: 0.018) G_GAN: 5.482 G_L1: 10.216 D_real: 0.005 D_fake: 0.048 +(epoch: 65, iters: 5476, time: 0.306, data: 0.018) G_GAN: 10.508 G_L1: 6.169 D_real: 0.004 D_fake: 0.000 +(epoch: 65, iters: 5576, time: 0.294, data: 0.019) G_GAN: 13.239 G_L1: 5.271 D_real: 0.438 D_fake: 0.001 +(epoch: 65, iters: 5676, time: 0.294, data: 0.018) G_GAN: 9.393 G_L1: 7.382 D_real: 0.001 D_fake: 0.005 +(epoch: 65, iters: 5776, time: 0.411, data: 0.018) G_GAN: 9.207 G_L1: 3.448 D_real: 0.004 D_fake: 0.001 +(epoch: 65, iters: 5876, time: 0.300, data: 0.018) G_GAN: 10.030 G_L1: 4.913 D_real: 0.014 D_fake: 0.002 +(epoch: 65, iters: 5976, time: 0.301, data: 0.018) G_GAN: 4.685 G_L1: 3.692 D_real: 0.050 D_fake: 0.063 +(epoch: 65, iters: 6076, time: 0.299, data: 0.020) G_GAN: 5.772 G_L1: 4.781 D_real: 0.003 D_fake: 0.025 +(epoch: 65, iters: 6176, time: 0.401, data: 0.019) G_GAN: 6.485 G_L1: 8.592 D_real: 0.051 D_fake: 0.028 +(epoch: 65, iters: 6276, time: 0.302, data: 0.019) G_GAN: 6.231 G_L1: 5.347 D_real: 0.004 D_fake: 0.100 +(epoch: 65, iters: 6376, time: 0.271, data: 0.018) G_GAN: 5.577 G_L1: 3.359 D_real: 0.179 D_fake: 0.082 +(epoch: 65, iters: 6476, time: 0.304, data: 0.015) G_GAN: 6.031 G_L1: 4.063 D_real: 0.203 D_fake: 0.018 +(epoch: 65, iters: 6576, time: 0.414, data: 0.017) G_GAN: 5.010 G_L1: 3.228 D_real: 0.002 D_fake: 0.023 +(epoch: 65, iters: 6676, time: 0.303, data: 0.016) G_GAN: 8.413 G_L1: 3.765 D_real: 0.009 D_fake: 0.003 +(epoch: 65, iters: 6776, time: 0.308, data: 0.018) G_GAN: 5.826 G_L1: 3.576 D_real: 0.071 D_fake: 0.062 +(epoch: 65, iters: 6876, time: 0.295, data: 0.019) G_GAN: 7.395 G_L1: 5.092 D_real: 0.019 D_fake: 0.030 +(epoch: 65, iters: 6976, time: 0.547, data: 0.018) G_GAN: 7.699 G_L1: 3.115 D_real: 0.013 D_fake: 0.002 +(epoch: 65, iters: 7076, time: 0.307, data: 0.018) G_GAN: 8.529 G_L1: 3.308 D_real: 0.001 D_fake: 0.005 +(epoch: 65, iters: 7176, time: 0.295, data: 0.021) G_GAN: 5.724 G_L1: 3.025 D_real: 0.026 D_fake: 0.016 +(epoch: 65, iters: 7276, time: 0.292, data: 0.017) G_GAN: 6.627 G_L1: 4.859 D_real: 0.014 D_fake: 0.005 +(epoch: 65, iters: 7376, time: 0.420, data: 0.018) G_GAN: 3.120 G_L1: 2.518 D_real: 0.750 D_fake: 0.013 +(epoch: 65, iters: 7476, time: 0.293, data: 0.019) G_GAN: 11.150 G_L1: 5.003 D_real: 0.015 D_fake: 0.001 +(epoch: 65, iters: 7576, time: 0.292, data: 0.018) G_GAN: 9.496 G_L1: 5.167 D_real: 0.004 D_fake: 0.017 +(epoch: 65, iters: 7676, time: 0.299, data: 0.017) G_GAN: 5.430 G_L1: 3.895 D_real: 0.011 D_fake: 0.150 +(epoch: 65, iters: 7776, time: 0.426, data: 0.019) G_GAN: 8.086 G_L1: 4.655 D_real: 0.046 D_fake: 0.054 +(epoch: 65, iters: 7876, time: 0.301, data: 0.019) G_GAN: 5.635 G_L1: 3.716 D_real: 0.015 D_fake: 0.030 +(epoch: 65, iters: 7976, time: 0.297, data: 0.019) G_GAN: 6.030 G_L1: 6.715 D_real: 0.054 D_fake: 0.173 +(epoch: 65, iters: 8076, time: 0.295, data: 0.018) G_GAN: 7.663 G_L1: 4.134 D_real: 0.158 D_fake: 0.006 +(epoch: 65, iters: 8176, time: 0.377, data: 0.017) G_GAN: 5.440 G_L1: 5.988 D_real: 0.024 D_fake: 0.015 +(epoch: 65, iters: 8276, time: 0.299, data: 0.019) G_GAN: 6.343 G_L1: 4.296 D_real: 0.000 D_fake: 0.008 +(epoch: 65, iters: 8376, time: 0.300, data: 0.019) G_GAN: 4.690 G_L1: 3.817 D_real: 0.003 D_fake: 0.028 +(epoch: 65, iters: 8476, time: 0.304, data: 0.018) G_GAN: 7.226 G_L1: 3.636 D_real: 0.043 D_fake: 0.115 +(epoch: 65, iters: 8576, time: 0.386, data: 0.019) G_GAN: 6.194 G_L1: 4.837 D_real: 0.000 D_fake: 0.021 +(epoch: 65, iters: 8676, time: 0.301, data: 0.019) G_GAN: 6.485 G_L1: 4.430 D_real: 0.019 D_fake: 0.052 +(epoch: 65, iters: 8776, time: 0.291, data: 0.019) G_GAN: 5.821 G_L1: 3.835 D_real: 0.001 D_fake: 0.071 +(epoch: 65, iters: 8876, time: 0.297, data: 0.018) G_GAN: 6.659 G_L1: 3.481 D_real: 0.013 D_fake: 0.013 +(epoch: 65, iters: 8976, time: 0.551, data: 0.017) G_GAN: 5.985 G_L1: 4.323 D_real: 0.574 D_fake: 0.002 +(epoch: 65, iters: 9076, time: 0.301, data: 0.018) G_GAN: 6.140 G_L1: 5.921 D_real: 0.036 D_fake: 0.107 +(epoch: 65, iters: 9176, time: 0.304, data: 0.019) G_GAN: 4.966 G_L1: 5.118 D_real: 0.015 D_fake: 0.063 +(epoch: 65, iters: 9276, time: 0.280, data: 0.020) G_GAN: 7.342 G_L1: 4.380 D_real: 0.004 D_fake: 0.127 +(epoch: 65, iters: 9376, time: 0.402, data: 0.018) G_GAN: 6.390 G_L1: 4.703 D_real: 0.003 D_fake: 0.112 +(epoch: 65, iters: 9476, time: 0.286, data: 0.018) G_GAN: 5.466 G_L1: 3.892 D_real: 0.054 D_fake: 0.019 +(epoch: 65, iters: 9576, time: 0.289, data: 0.016) G_GAN: 4.433 G_L1: 3.389 D_real: 0.479 D_fake: 0.023 +(epoch: 65, iters: 9676, time: 0.298, data: 0.017) G_GAN: 5.794 G_L1: 4.084 D_real: 0.052 D_fake: 0.013 +(epoch: 65, iters: 9776, time: 0.401, data: 0.018) G_GAN: 7.147 G_L1: 3.320 D_real: 0.026 D_fake: 0.005 +(epoch: 65, iters: 9876, time: 0.280, data: 0.018) G_GAN: 6.484 G_L1: 3.126 D_real: 0.003 D_fake: 0.008 +(epoch: 65, iters: 9976, time: 0.299, data: 0.016) G_GAN: 10.559 G_L1: 4.484 D_real: 0.005 D_fake: 0.002 +(epoch: 65, iters: 10076, time: 0.295, data: 0.020) G_GAN: 5.631 G_L1: 3.918 D_real: 0.006 D_fake: 0.045 +(epoch: 65, iters: 10176, time: 0.420, data: 0.018) G_GAN: 5.641 G_L1: 4.069 D_real: 0.000 D_fake: 0.037 +(epoch: 65, iters: 10276, time: 0.301, data: 0.018) G_GAN: 9.244 G_L1: 7.292 D_real: 0.272 D_fake: 0.001 +(epoch: 65, iters: 10376, time: 0.296, data: 0.019) G_GAN: 5.787 G_L1: 6.030 D_real: 0.001 D_fake: 0.038 +(epoch: 65, iters: 10476, time: 0.295, data: 0.019) G_GAN: 5.172 G_L1: 2.876 D_real: 0.077 D_fake: 0.016 +(epoch: 65, iters: 10576, time: 0.409, data: 0.020) G_GAN: 5.856 G_L1: 3.942 D_real: 0.111 D_fake: 0.042 +(epoch: 65, iters: 10676, time: 0.299, data: 0.023) G_GAN: 5.372 G_L1: 6.632 D_real: 0.068 D_fake: 0.046 +(epoch: 65, iters: 10776, time: 0.293, data: 0.019) G_GAN: 4.281 G_L1: 3.521 D_real: 0.210 D_fake: 0.066 +(epoch: 65, iters: 10876, time: 0.299, data: 0.016) G_GAN: 4.661 G_L1: 3.506 D_real: 0.048 D_fake: 0.111 +(epoch: 65, iters: 10976, time: 0.608, data: 0.022) G_GAN: 4.854 G_L1: 5.345 D_real: 0.002 D_fake: 0.067 +(epoch: 65, iters: 11076, time: 0.295, data: 0.018) G_GAN: 4.406 G_L1: 3.264 D_real: 0.224 D_fake: 0.190 +(epoch: 65, iters: 11176, time: 0.301, data: 0.018) G_GAN: 4.056 G_L1: 3.760 D_real: 0.008 D_fake: 0.084 +(epoch: 65, iters: 11276, time: 0.302, data: 0.019) G_GAN: 4.676 G_L1: 5.227 D_real: 0.073 D_fake: 0.020 +(epoch: 65, iters: 11376, time: 0.418, data: 0.018) G_GAN: 5.188 G_L1: 5.080 D_real: 0.058 D_fake: 0.137 +(epoch: 65, iters: 11476, time: 0.297, data: 0.018) G_GAN: 3.685 G_L1: 2.913 D_real: 0.244 D_fake: 0.039 +(epoch: 65, iters: 11576, time: 0.294, data: 0.019) G_GAN: 5.917 G_L1: 5.063 D_real: 0.001 D_fake: 0.032 +(epoch: 65, iters: 11676, time: 0.297, data: 0.017) G_GAN: 4.760 G_L1: 4.458 D_real: 0.006 D_fake: 0.110 +(epoch: 65, iters: 11776, time: 0.415, data: 0.019) G_GAN: 4.801 G_L1: 2.744 D_real: 0.079 D_fake: 0.033 +(epoch: 65, iters: 11876, time: 0.304, data: 0.018) G_GAN: 5.789 G_L1: 4.269 D_real: 0.004 D_fake: 0.016 +(epoch: 65, iters: 11976, time: 0.305, data: 0.020) G_GAN: 7.411 G_L1: 3.888 D_real: 0.001 D_fake: 0.051 +(epoch: 65, iters: 12076, time: 0.304, data: 0.020) G_GAN: 7.252 G_L1: 4.001 D_real: 0.001 D_fake: 0.024 +(epoch: 65, iters: 12176, time: 0.414, data: 0.023) G_GAN: 4.960 G_L1: 3.068 D_real: 0.057 D_fake: 0.287 +(epoch: 65, iters: 12276, time: 0.300, data: 0.018) G_GAN: 5.361 G_L1: 5.229 D_real: 0.041 D_fake: 0.012 +(epoch: 65, iters: 12376, time: 0.300, data: 0.018) G_GAN: 6.548 G_L1: 3.645 D_real: 0.007 D_fake: 0.021 +(epoch: 65, iters: 12476, time: 0.302, data: 0.018) G_GAN: 5.922 G_L1: 3.539 D_real: 0.008 D_fake: 0.018 +(epoch: 65, iters: 12576, time: 0.385, data: 0.023) G_GAN: 6.386 G_L1: 3.902 D_real: 0.001 D_fake: 0.022 +(epoch: 65, iters: 12676, time: 0.298, data: 0.018) G_GAN: 6.315 G_L1: 3.983 D_real: 0.013 D_fake: 0.024 +(epoch: 65, iters: 12776, time: 0.293, data: 0.020) G_GAN: 5.790 G_L1: 3.748 D_real: 0.011 D_fake: 0.019 +(epoch: 65, iters: 12876, time: 0.299, data: 0.020) G_GAN: 3.918 G_L1: 3.566 D_real: 0.068 D_fake: 0.049 +(epoch: 65, iters: 12976, time: 0.633, data: 0.020) G_GAN: 9.384 G_L1: 7.703 D_real: 0.033 D_fake: 0.004 +(epoch: 65, iters: 13076, time: 0.295, data: 0.019) G_GAN: 4.446 G_L1: 2.554 D_real: 0.007 D_fake: 0.058 +(epoch: 65, iters: 13176, time: 0.285, data: 0.018) G_GAN: 5.907 G_L1: 5.926 D_real: 0.160 D_fake: 0.011 +(epoch: 65, iters: 13276, time: 0.288, data: 0.017) G_GAN: 7.290 G_L1: 7.329 D_real: 0.002 D_fake: 0.009 +(epoch: 65, iters: 13376, time: 0.409, data: 0.018) G_GAN: 6.858 G_L1: 4.476 D_real: 0.062 D_fake: 0.010 +(epoch: 65, iters: 13476, time: 0.292, data: 0.020) G_GAN: 5.553 G_L1: 5.807 D_real: 0.104 D_fake: 0.060 +(epoch: 65, iters: 13576, time: 0.298, data: 0.018) G_GAN: 6.683 G_L1: 3.646 D_real: 0.162 D_fake: 0.016 +(epoch: 65, iters: 13676, time: 0.302, data: 0.019) G_GAN: 6.140 G_L1: 3.967 D_real: 0.012 D_fake: 0.015 +(epoch: 65, iters: 13776, time: 0.381, data: 0.021) G_GAN: 5.587 G_L1: 3.478 D_real: 0.024 D_fake: 0.192 +(epoch: 65, iters: 13876, time: 0.305, data: 0.018) G_GAN: 5.848 G_L1: 3.425 D_real: 0.005 D_fake: 0.019 +(epoch: 65, iters: 13976, time: 0.307, data: 0.019) G_GAN: 6.293 G_L1: 4.623 D_real: 0.002 D_fake: 0.181 +(epoch: 65, iters: 14076, time: 0.299, data: 0.020) G_GAN: 6.485 G_L1: 2.672 D_real: 0.005 D_fake: 0.020 +(epoch: 65, iters: 14176, time: 0.405, data: 0.019) G_GAN: 9.872 G_L1: 5.149 D_real: 0.502 D_fake: 0.000 +(epoch: 65, iters: 14276, time: 0.302, data: 0.019) G_GAN: 6.057 G_L1: 3.792 D_real: 0.028 D_fake: 0.009 +(epoch: 65, iters: 14376, time: 0.293, data: 0.019) G_GAN: 4.688 G_L1: 4.112 D_real: 0.018 D_fake: 0.053 +(epoch: 65, iters: 14476, time: 0.282, data: 0.020) G_GAN: 5.459 G_L1: 4.067 D_real: 0.032 D_fake: 0.017 +(epoch: 65, iters: 14576, time: 0.424, data: 0.020) G_GAN: 5.451 G_L1: 2.992 D_real: 0.001 D_fake: 0.010 +(epoch: 65, iters: 14676, time: 0.288, data: 0.019) G_GAN: 3.678 G_L1: 3.872 D_real: 0.325 D_fake: 0.017 +(epoch: 65, iters: 14776, time: 0.290, data: 0.023) G_GAN: 3.858 G_L1: 3.135 D_real: 0.030 D_fake: 0.071 +(epoch: 65, iters: 14876, time: 0.305, data: 0.018) G_GAN: 6.765 G_L1: 4.403 D_real: 0.002 D_fake: 0.022 +(epoch: 65, iters: 14976, time: 0.605, data: 0.022) G_GAN: 5.699 G_L1: 4.887 D_real: 0.023 D_fake: 0.009 +(epoch: 65, iters: 15076, time: 0.300, data: 0.019) G_GAN: 5.698 G_L1: 5.037 D_real: 0.002 D_fake: 0.049 +(epoch: 65, iters: 15176, time: 0.304, data: 0.019) G_GAN: 6.388 G_L1: 4.009 D_real: 0.005 D_fake: 0.017 +(epoch: 65, iters: 15276, time: 0.290, data: 0.020) G_GAN: 4.611 G_L1: 5.526 D_real: 0.249 D_fake: 0.148 +(epoch: 65, iters: 15376, time: 0.410, data: 0.016) G_GAN: 3.598 G_L1: 3.617 D_real: 0.408 D_fake: 0.339 +(epoch: 65, iters: 15476, time: 0.300, data: 0.019) G_GAN: 5.035 G_L1: 4.336 D_real: 0.003 D_fake: 0.040 +(epoch: 65, iters: 15576, time: 0.287, data: 0.018) G_GAN: 4.934 G_L1: 3.254 D_real: 0.025 D_fake: 0.013 +(epoch: 65, iters: 15676, time: 0.300, data: 0.017) G_GAN: 5.133 G_L1: 3.979 D_real: 0.004 D_fake: 0.025 +(epoch: 65, iters: 15776, time: 0.423, data: 0.019) G_GAN: 6.281 G_L1: 7.981 D_real: 0.000 D_fake: 0.058 +(epoch: 65, iters: 15876, time: 0.301, data: 0.018) G_GAN: 5.074 G_L1: 2.787 D_real: 0.078 D_fake: 0.020 +(epoch: 65, iters: 15976, time: 0.297, data: 0.021) G_GAN: 4.194 G_L1: 3.025 D_real: 0.348 D_fake: 0.047 +(epoch: 65, iters: 16076, time: 0.297, data: 0.022) G_GAN: 4.418 G_L1: 3.466 D_real: 0.038 D_fake: 0.087 +(epoch: 65, iters: 16176, time: 0.412, data: 0.018) G_GAN: 6.388 G_L1: 6.290 D_real: 0.000 D_fake: 0.011 +(epoch: 65, iters: 16276, time: 0.300, data: 0.019) G_GAN: 4.611 G_L1: 4.812 D_real: 0.289 D_fake: 0.022 +(epoch: 65, iters: 16376, time: 0.297, data: 0.018) G_GAN: 6.190 G_L1: 3.416 D_real: 0.061 D_fake: 0.169 +(epoch: 65, iters: 16476, time: 0.288, data: 0.019) G_GAN: 5.323 G_L1: 3.985 D_real: 0.010 D_fake: 0.026 +(epoch: 65, iters: 16576, time: 0.385, data: 0.018) G_GAN: 3.706 G_L1: 3.742 D_real: 0.148 D_fake: 0.124 +(epoch: 65, iters: 16676, time: 0.295, data: 0.015) G_GAN: 6.308 G_L1: 3.642 D_real: 0.039 D_fake: 0.009 +(epoch: 65, iters: 16776, time: 0.289, data: 0.018) G_GAN: 5.697 G_L1: 2.424 D_real: 0.366 D_fake: 0.029 +(epoch: 65, iters: 16876, time: 0.268, data: 0.019) G_GAN: 5.465 G_L1: 3.869 D_real: 0.002 D_fake: 0.062 +(epoch: 65, iters: 16976, time: 0.584, data: 0.016) G_GAN: 3.519 G_L1: 4.890 D_real: 0.035 D_fake: 0.168 +(epoch: 65, iters: 17076, time: 0.287, data: 0.017) G_GAN: 7.011 G_L1: 4.259 D_real: 0.009 D_fake: 0.013 +(epoch: 65, iters: 17176, time: 0.299, data: 0.017) G_GAN: 5.017 G_L1: 4.499 D_real: 0.342 D_fake: 0.054 +(epoch: 65, iters: 17276, time: 0.295, data: 0.021) G_GAN: 5.734 G_L1: 3.962 D_real: 0.024 D_fake: 0.029 +(epoch: 65, iters: 17376, time: 0.412, data: 0.018) G_GAN: 4.668 G_L1: 3.401 D_real: 0.318 D_fake: 0.013 +(epoch: 65, iters: 17476, time: 0.294, data: 0.018) G_GAN: 5.668 G_L1: 3.485 D_real: 0.004 D_fake: 0.022 +(epoch: 65, iters: 17576, time: 0.299, data: 0.018) G_GAN: 6.739 G_L1: 4.029 D_real: 0.081 D_fake: 0.054 +(epoch: 65, iters: 17676, time: 0.286, data: 0.018) G_GAN: 6.487 G_L1: 5.687 D_real: 0.006 D_fake: 0.057 +(epoch: 65, iters: 17776, time: 0.395, data: 0.018) G_GAN: 4.412 G_L1: 2.884 D_real: 0.039 D_fake: 0.122 +(epoch: 65, iters: 17876, time: 0.302, data: 0.017) G_GAN: 4.904 G_L1: 4.611 D_real: 0.154 D_fake: 0.014 +(epoch: 65, iters: 17976, time: 0.299, data: 0.019) G_GAN: 4.439 G_L1: 3.227 D_real: 0.001 D_fake: 0.047 +(epoch: 65, iters: 18076, time: 0.308, data: 0.018) G_GAN: 4.449 G_L1: 4.002 D_real: 0.238 D_fake: 0.016 +(epoch: 65, iters: 18176, time: 0.423, data: 0.020) G_GAN: 5.404 G_L1: 5.674 D_real: 0.003 D_fake: 0.313 +(epoch: 65, iters: 18276, time: 0.303, data: 0.018) G_GAN: 6.253 G_L1: 6.612 D_real: 0.032 D_fake: 0.020 +(epoch: 65, iters: 18376, time: 0.288, data: 0.019) G_GAN: 4.205 G_L1: 1.415 D_real: 0.165 D_fake: 0.192 +(epoch: 65, iters: 18476, time: 0.304, data: 0.017) G_GAN: 5.370 G_L1: 8.324 D_real: 0.002 D_fake: 0.030 +(epoch: 65, iters: 18576, time: 0.373, data: 0.018) G_GAN: 3.730 G_L1: 2.960 D_real: 0.129 D_fake: 0.166 +(epoch: 65, iters: 18676, time: 0.303, data: 0.017) G_GAN: 4.145 G_L1: 3.350 D_real: 0.088 D_fake: 0.046 +(epoch: 65, iters: 18776, time: 0.301, data: 0.018) G_GAN: 6.147 G_L1: 3.895 D_real: 0.075 D_fake: 0.075 +(epoch: 65, iters: 18876, time: 0.298, data: 0.018) G_GAN: 4.398 G_L1: 2.767 D_real: 0.037 D_fake: 0.089 +(epoch: 65, iters: 18976, time: 0.596, data: 0.016) G_GAN: 5.882 G_L1: 5.621 D_real: 0.004 D_fake: 0.021 +(epoch: 65, iters: 19076, time: 0.291, data: 0.017) G_GAN: 5.241 G_L1: 6.740 D_real: 0.005 D_fake: 0.045 +(epoch: 65, iters: 19176, time: 0.277, data: 0.018) G_GAN: 7.129 G_L1: 7.091 D_real: 0.001 D_fake: 0.103 +(epoch: 65, iters: 19276, time: 0.293, data: 0.018) G_GAN: 5.275 G_L1: 4.676 D_real: 0.002 D_fake: 0.233 +(epoch: 65, iters: 19376, time: 0.406, data: 0.018) G_GAN: 7.901 G_L1: 4.812 D_real: 0.003 D_fake: 0.008 +(epoch: 65, iters: 19476, time: 0.293, data: 0.017) G_GAN: 5.526 G_L1: 4.030 D_real: 0.007 D_fake: 0.030 +(epoch: 65, iters: 19576, time: 0.292, data: 0.018) G_GAN: 6.969 G_L1: 3.186 D_real: 0.005 D_fake: 0.016 +(epoch: 65, iters: 19676, time: 0.290, data: 0.020) G_GAN: 4.627 G_L1: 3.505 D_real: 0.023 D_fake: 0.060 +(epoch: 65, iters: 19776, time: 0.415, data: 0.018) G_GAN: 5.371 G_L1: 5.600 D_real: 0.014 D_fake: 0.029 +(epoch: 65, iters: 19876, time: 0.291, data: 0.017) G_GAN: 3.859 G_L1: 3.109 D_real: 0.352 D_fake: 0.028 +(epoch: 65, iters: 19976, time: 0.299, data: 0.018) G_GAN: 8.263 G_L1: 5.212 D_real: 0.000 D_fake: 0.009 +(epoch: 65, iters: 20076, time: 0.301, data: 0.017) G_GAN: 5.117 G_L1: 3.657 D_real: 0.006 D_fake: 0.116 +(epoch: 65, iters: 20176, time: 0.394, data: 0.021) G_GAN: 5.764 G_L1: 4.923 D_real: 0.168 D_fake: 0.006 +(epoch: 65, iters: 20276, time: 0.295, data: 0.017) G_GAN: 6.795 G_L1: 5.258 D_real: 0.068 D_fake: 0.103 +(epoch: 65, iters: 20376, time: 0.295, data: 0.018) G_GAN: 3.998 G_L1: 3.967 D_real: 0.381 D_fake: 0.031 +(epoch: 65, iters: 20476, time: 0.297, data: 0.017) G_GAN: 6.297 G_L1: 7.207 D_real: 0.099 D_fake: 0.019 +(epoch: 65, iters: 20576, time: 0.418, data: 0.018) G_GAN: 7.204 G_L1: 4.493 D_real: 0.043 D_fake: 0.009 +(epoch: 65, iters: 20676, time: 0.293, data: 0.017) G_GAN: 5.817 G_L1: 4.377 D_real: 0.084 D_fake: 0.612 +(epoch: 65, iters: 20776, time: 0.291, data: 0.017) G_GAN: 5.207 G_L1: 3.764 D_real: 0.007 D_fake: 0.122 +(epoch: 65, iters: 20876, time: 0.294, data: 0.019) G_GAN: 4.533 G_L1: 3.583 D_real: 0.002 D_fake: 0.356 +(epoch: 65, iters: 20976, time: 0.577, data: 0.019) G_GAN: 4.849 G_L1: 4.317 D_real: 0.000 D_fake: 0.123 +(epoch: 65, iters: 21076, time: 0.299, data: 0.016) G_GAN: 4.888 G_L1: 3.775 D_real: 0.003 D_fake: 0.513 +(epoch: 65, iters: 21176, time: 0.289, data: 0.018) G_GAN: 5.069 G_L1: 2.948 D_real: 0.315 D_fake: 0.044 +(epoch: 65, iters: 21276, time: 0.304, data: 0.016) G_GAN: 6.365 G_L1: 5.808 D_real: 0.036 D_fake: 0.037 +(epoch: 65, iters: 21376, time: 0.406, data: 0.021) G_GAN: 5.781 G_L1: 2.965 D_real: 0.047 D_fake: 0.016 +(epoch: 65, iters: 21476, time: 0.295, data: 0.019) G_GAN: 4.458 G_L1: 5.528 D_real: 0.065 D_fake: 0.163 +(epoch: 65, iters: 21576, time: 0.297, data: 0.017) G_GAN: 5.966 G_L1: 3.691 D_real: 0.190 D_fake: 0.004 +(epoch: 65, iters: 21676, time: 0.282, data: 0.019) G_GAN: 5.830 G_L1: 3.824 D_real: 0.001 D_fake: 0.037 +(epoch: 65, iters: 21776, time: 0.407, data: 0.021) G_GAN: 6.021 G_L1: 2.937 D_real: 0.058 D_fake: 0.010 +(epoch: 65, iters: 21876, time: 0.302, data: 0.017) G_GAN: 3.498 G_L1: 4.020 D_real: 0.331 D_fake: 0.113 +(epoch: 65, iters: 21976, time: 0.289, data: 0.018) G_GAN: 7.554 G_L1: 3.720 D_real: 0.028 D_fake: 0.015 +(epoch: 65, iters: 22076, time: 0.286, data: 0.018) G_GAN: 4.276 G_L1: 3.902 D_real: 0.157 D_fake: 0.057 +(epoch: 65, iters: 22176, time: 0.416, data: 0.016) G_GAN: 6.945 G_L1: 4.573 D_real: 0.008 D_fake: 0.058 +(epoch: 65, iters: 22276, time: 0.295, data: 0.018) G_GAN: 4.184 G_L1: 3.640 D_real: 0.034 D_fake: 0.232 +(epoch: 65, iters: 22376, time: 0.294, data: 0.017) G_GAN: 3.977 G_L1: 3.145 D_real: 0.027 D_fake: 0.184 +(epoch: 65, iters: 22476, time: 0.279, data: 0.018) G_GAN: 5.669 G_L1: 3.624 D_real: 0.004 D_fake: 0.034 +(epoch: 65, iters: 22576, time: 0.403, data: 0.021) G_GAN: 7.369 G_L1: 12.467 D_real: 0.004 D_fake: 0.147 +(epoch: 65, iters: 22676, time: 0.296, data: 0.016) G_GAN: 3.910 G_L1: 4.420 D_real: 0.232 D_fake: 0.095 +(epoch: 65, iters: 22776, time: 0.291, data: 0.018) G_GAN: 6.482 G_L1: 7.365 D_real: 0.004 D_fake: 0.025 +(epoch: 65, iters: 22876, time: 0.302, data: 0.019) G_GAN: 5.304 G_L1: 7.351 D_real: 0.000 D_fake: 0.036 +(epoch: 65, iters: 22976, time: 0.579, data: 0.019) G_GAN: 4.645 G_L1: 5.503 D_real: 0.024 D_fake: 0.036 +(epoch: 65, iters: 23076, time: 0.296, data: 0.016) G_GAN: 7.633 G_L1: 3.797 D_real: 0.014 D_fake: 0.004 +(epoch: 65, iters: 23176, time: 0.293, data: 0.017) G_GAN: 7.486 G_L1: 6.696 D_real: 0.041 D_fake: 0.004 +(epoch: 65, iters: 23276, time: 0.284, data: 0.017) G_GAN: 5.130 G_L1: 4.598 D_real: 0.071 D_fake: 0.091 +(epoch: 65, iters: 23376, time: 0.413, data: 0.017) G_GAN: 7.227 G_L1: 6.095 D_real: 0.019 D_fake: 0.013 +(epoch: 65, iters: 23476, time: 0.300, data: 0.019) G_GAN: 6.145 G_L1: 4.781 D_real: 0.002 D_fake: 0.117 +(epoch: 65, iters: 23576, time: 0.302, data: 0.017) G_GAN: 4.453 G_L1: 4.436 D_real: 0.006 D_fake: 0.066 +(epoch: 65, iters: 23676, time: 0.285, data: 0.018) G_GAN: 6.268 G_L1: 4.090 D_real: 0.075 D_fake: 0.007 +(epoch: 65, iters: 23776, time: 0.394, data: 0.017) G_GAN: 4.790 G_L1: 4.212 D_real: 0.044 D_fake: 0.067 +(epoch: 65, iters: 23876, time: 0.289, data: 0.021) G_GAN: 6.909 G_L1: 7.834 D_real: 0.003 D_fake: 0.017 +(epoch: 65, iters: 23976, time: 0.295, data: 0.018) G_GAN: 7.991 G_L1: 5.776 D_real: 0.515 D_fake: 0.002 +(epoch: 65, iters: 24076, time: 0.298, data: 0.019) G_GAN: 5.257 G_L1: 3.123 D_real: 0.006 D_fake: 0.029 +(epoch: 65, iters: 24176, time: 0.418, data: 0.020) G_GAN: 6.513 G_L1: 3.406 D_real: 0.050 D_fake: 0.010 +(epoch: 65, iters: 24276, time: 0.302, data: 0.020) G_GAN: 5.869 G_L1: 5.931 D_real: 0.011 D_fake: 0.041 +(epoch: 65, iters: 24376, time: 0.302, data: 0.020) G_GAN: 8.927 G_L1: 5.057 D_real: 0.001 D_fake: 0.006 +(epoch: 65, iters: 24476, time: 0.301, data: 0.020) G_GAN: 7.356 G_L1: 5.262 D_real: 0.001 D_fake: 0.006 +(epoch: 65, iters: 24576, time: 0.402, data: 0.020) G_GAN: 6.170 G_L1: 4.020 D_real: 0.001 D_fake: 0.109 +(epoch: 65, iters: 24676, time: 0.304, data: 0.018) G_GAN: 4.451 G_L1: 3.170 D_real: 0.000 D_fake: 0.063 +(epoch: 65, iters: 24776, time: 0.301, data: 0.020) G_GAN: 4.907 G_L1: 4.800 D_real: 0.078 D_fake: 0.037 +(epoch: 65, iters: 24876, time: 0.303, data: 0.020) G_GAN: 7.475 G_L1: 4.186 D_real: 0.060 D_fake: 0.015 +(epoch: 65, iters: 24976, time: 0.598, data: 0.021) G_GAN: 6.261 G_L1: 3.864 D_real: 0.019 D_fake: 0.020 +(epoch: 65, iters: 25076, time: 0.296, data: 0.020) G_GAN: 4.393 G_L1: 4.440 D_real: 0.001 D_fake: 0.102 +(epoch: 65, iters: 25176, time: 0.301, data: 0.022) G_GAN: 2.637 G_L1: 2.983 D_real: 0.815 D_fake: 0.022 +(epoch: 65, iters: 25276, time: 0.306, data: 0.020) G_GAN: 6.562 G_L1: 4.193 D_real: 0.009 D_fake: 0.005 +(epoch: 65, iters: 25376, time: 0.412, data: 0.021) G_GAN: 7.196 G_L1: 7.268 D_real: 0.011 D_fake: 0.024 +(epoch: 65, iters: 25476, time: 0.304, data: 0.018) G_GAN: 7.284 G_L1: 4.470 D_real: 0.003 D_fake: 0.075 +(epoch: 65, iters: 25576, time: 0.302, data: 0.019) G_GAN: 5.853 G_L1: 3.137 D_real: 0.010 D_fake: 0.186 +(epoch: 65, iters: 25676, time: 0.304, data: 0.019) G_GAN: 4.725 G_L1: 3.464 D_real: 0.049 D_fake: 0.025 +(epoch: 65, iters: 25776, time: 0.433, data: 0.020) G_GAN: 6.629 G_L1: 5.880 D_real: 0.075 D_fake: 0.020 +(epoch: 65, iters: 25876, time: 0.296, data: 0.021) G_GAN: 4.199 G_L1: 3.841 D_real: 0.484 D_fake: 0.022 +(epoch: 65, iters: 25976, time: 0.289, data: 0.022) G_GAN: 5.824 G_L1: 3.462 D_real: 0.181 D_fake: 0.005 +(epoch: 65, iters: 26076, time: 0.301, data: 0.017) G_GAN: 4.809 G_L1: 2.787 D_real: 0.014 D_fake: 0.060 +(epoch: 65, iters: 26176, time: 0.418, data: 0.020) G_GAN: 7.333 G_L1: 4.326 D_real: 0.072 D_fake: 0.019 +(epoch: 65, iters: 26276, time: 0.301, data: 0.019) G_GAN: 5.992 G_L1: 4.224 D_real: 0.098 D_fake: 0.018 +(epoch: 65, iters: 26376, time: 0.296, data: 0.019) G_GAN: 6.284 G_L1: 7.710 D_real: 0.000 D_fake: 0.018 +(epoch: 65, iters: 26476, time: 0.296, data: 0.018) G_GAN: 7.240 G_L1: 4.595 D_real: 0.007 D_fake: 0.016 +(epoch: 65, iters: 26576, time: 0.419, data: 0.019) G_GAN: 4.439 G_L1: 2.925 D_real: 0.020 D_fake: 0.489 +(epoch: 65, iters: 26676, time: 0.291, data: 0.019) G_GAN: 6.273 G_L1: 2.471 D_real: 0.001 D_fake: 0.038 +(epoch: 65, iters: 26776, time: 0.305, data: 0.021) G_GAN: 4.563 G_L1: 2.753 D_real: 0.006 D_fake: 0.180 +(epoch: 65, iters: 26876, time: 0.303, data: 0.020) G_GAN: 7.354 G_L1: 3.175 D_real: 0.110 D_fake: 0.006 +(epoch: 65, iters: 26976, time: 0.598, data: 0.019) G_GAN: 6.903 G_L1: 4.541 D_real: 0.046 D_fake: 0.040 +(epoch: 65, iters: 27076, time: 0.295, data: 0.019) G_GAN: 6.019 G_L1: 3.894 D_real: 0.074 D_fake: 0.008 +(epoch: 65, iters: 27176, time: 0.296, data: 0.019) G_GAN: 3.323 G_L1: 3.108 D_real: 0.509 D_fake: 0.023 +(epoch: 65, iters: 27276, time: 0.304, data: 0.020) G_GAN: 5.638 G_L1: 4.724 D_real: 0.004 D_fake: 0.021 +(epoch: 65, iters: 27376, time: 0.413, data: 0.020) G_GAN: 6.160 G_L1: 3.544 D_real: 0.040 D_fake: 0.079 +(epoch: 65, iters: 27476, time: 0.307, data: 0.019) G_GAN: 4.342 G_L1: 3.429 D_real: 0.146 D_fake: 0.039 +(epoch: 65, iters: 27576, time: 0.306, data: 0.019) G_GAN: 4.006 G_L1: 10.781 D_real: 0.161 D_fake: 0.242 +(epoch: 65, iters: 27676, time: 0.305, data: 0.020) G_GAN: 6.022 G_L1: 6.949 D_real: 0.054 D_fake: 0.033 +(epoch: 65, iters: 27776, time: 0.423, data: 0.021) G_GAN: 6.001 G_L1: 4.965 D_real: 0.003 D_fake: 0.040 +(epoch: 65, iters: 27876, time: 0.310, data: 0.026) G_GAN: 9.563 G_L1: 4.281 D_real: 0.054 D_fake: 0.002 +(epoch: 65, iters: 27976, time: 0.304, data: 0.020) G_GAN: 5.462 G_L1: 2.756 D_real: 0.029 D_fake: 0.040 +(epoch: 65, iters: 28076, time: 0.295, data: 0.023) G_GAN: 5.020 G_L1: 3.988 D_real: 0.000 D_fake: 0.030 +(epoch: 65, iters: 28176, time: 0.415, data: 0.019) G_GAN: 5.632 G_L1: 4.520 D_real: 0.000 D_fake: 0.030 +(epoch: 65, iters: 28276, time: 0.298, data: 0.019) G_GAN: 5.083 G_L1: 3.890 D_real: 0.047 D_fake: 0.048 +(epoch: 65, iters: 28376, time: 0.303, data: 0.019) G_GAN: 7.077 G_L1: 3.727 D_real: 0.050 D_fake: 0.040 +(epoch: 65, iters: 28476, time: 0.293, data: 0.024) G_GAN: 4.767 G_L1: 3.779 D_real: 0.001 D_fake: 0.180 +(epoch: 65, iters: 28576, time: 0.416, data: 0.016) G_GAN: 6.151 G_L1: 3.979 D_real: 0.413 D_fake: 0.018 +(epoch: 65, iters: 28676, time: 0.303, data: 0.019) G_GAN: 3.998 G_L1: 3.881 D_real: 0.043 D_fake: 0.053 +(epoch: 65, iters: 28776, time: 0.302, data: 0.020) G_GAN: 4.506 G_L1: 1.935 D_real: 0.198 D_fake: 0.111 +(epoch: 65, iters: 28876, time: 0.294, data: 0.020) G_GAN: 3.619 G_L1: 3.759 D_real: 0.038 D_fake: 0.122 +(epoch: 65, iters: 28976, time: 0.561, data: 0.019) G_GAN: 3.363 G_L1: 2.916 D_real: 0.218 D_fake: 0.127 +(epoch: 65, iters: 29076, time: 0.303, data: 0.020) G_GAN: 5.735 G_L1: 6.181 D_real: 0.006 D_fake: 0.155 +(epoch: 65, iters: 29176, time: 0.302, data: 0.019) G_GAN: 6.459 G_L1: 3.091 D_real: 0.012 D_fake: 0.017 +(epoch: 65, iters: 29276, time: 0.308, data: 0.021) G_GAN: 5.216 G_L1: 5.636 D_real: 0.030 D_fake: 0.044 +(epoch: 65, iters: 29376, time: 0.398, data: 0.019) G_GAN: 5.433 G_L1: 4.022 D_real: 0.038 D_fake: 0.017 +(epoch: 65, iters: 29476, time: 0.297, data: 0.020) G_GAN: 4.745 G_L1: 5.029 D_real: 0.002 D_fake: 0.078 +(epoch: 65, iters: 29576, time: 0.305, data: 0.022) G_GAN: 4.072 G_L1: 3.463 D_real: 0.071 D_fake: 0.114 +(epoch: 65, iters: 29676, time: 0.297, data: 0.019) G_GAN: 5.654 G_L1: 6.061 D_real: 0.032 D_fake: 0.024 +(epoch: 65, iters: 29776, time: 0.418, data: 0.019) G_GAN: 4.253 G_L1: 6.159 D_real: 0.253 D_fake: 0.037 +(epoch: 65, iters: 29876, time: 0.305, data: 0.020) G_GAN: 4.666 G_L1: 7.306 D_real: 0.021 D_fake: 0.065 +(epoch: 65, iters: 29976, time: 0.304, data: 0.019) G_GAN: 8.667 G_L1: 4.783 D_real: 0.026 D_fake: 0.009 +(epoch: 65, iters: 30076, time: 0.303, data: 0.019) G_GAN: 8.900 G_L1: 3.900 D_real: 0.002 D_fake: 0.020 +(epoch: 65, iters: 30176, time: 0.419, data: 0.019) G_GAN: 5.005 G_L1: 3.406 D_real: 0.002 D_fake: 0.047 +(epoch: 65, iters: 30276, time: 0.305, data: 0.018) G_GAN: 6.000 G_L1: 3.657 D_real: 0.020 D_fake: 0.074 +(epoch: 65, iters: 30376, time: 0.302, data: 0.020) G_GAN: 4.863 G_L1: 4.211 D_real: 0.027 D_fake: 0.061 +(epoch: 65, iters: 30476, time: 0.304, data: 0.020) G_GAN: 6.373 G_L1: 6.087 D_real: 0.000 D_fake: 0.109 +(epoch: 65, iters: 30576, time: 0.414, data: 0.020) G_GAN: 3.562 G_L1: 5.559 D_real: 0.045 D_fake: 0.106 +(epoch: 65, iters: 30676, time: 0.305, data: 0.019) G_GAN: 8.320 G_L1: 3.924 D_real: 0.003 D_fake: 0.008 +(epoch: 65, iters: 30776, time: 0.295, data: 0.020) G_GAN: 6.548 G_L1: 7.672 D_real: 0.029 D_fake: 0.066 +(epoch: 65, iters: 30876, time: 0.300, data: 0.020) G_GAN: 4.078 G_L1: 3.716 D_real: 0.346 D_fake: 0.045 +(epoch: 65, iters: 30976, time: 0.599, data: 0.020) G_GAN: 11.067 G_L1: 8.156 D_real: 0.000 D_fake: 0.025 +(epoch: 65, iters: 31076, time: 0.303, data: 0.022) G_GAN: 5.668 G_L1: 6.211 D_real: 0.002 D_fake: 0.047 +(epoch: 65, iters: 31176, time: 0.305, data: 0.019) G_GAN: 7.467 G_L1: 3.819 D_real: 0.005 D_fake: 0.004 +(epoch: 65, iters: 31276, time: 0.303, data: 0.026) G_GAN: 5.886 G_L1: 5.102 D_real: 0.040 D_fake: 0.156 +(epoch: 65, iters: 31376, time: 0.417, data: 0.020) G_GAN: 5.562 G_L1: 3.293 D_real: 0.037 D_fake: 0.040 +(epoch: 65, iters: 31476, time: 0.299, data: 0.020) G_GAN: 6.321 G_L1: 3.582 D_real: 0.315 D_fake: 0.004 +(epoch: 65, iters: 31576, time: 0.299, data: 0.019) G_GAN: 4.876 G_L1: 3.611 D_real: 0.010 D_fake: 0.044 +(epoch: 65, iters: 31676, time: 0.306, data: 0.019) G_GAN: 6.371 G_L1: 5.405 D_real: 0.046 D_fake: 0.023 +(epoch: 65, iters: 31776, time: 0.421, data: 0.018) G_GAN: 6.009 G_L1: 2.066 D_real: 0.027 D_fake: 0.067 +(epoch: 65, iters: 31876, time: 0.304, data: 0.018) G_GAN: 8.685 G_L1: 6.558 D_real: 0.003 D_fake: 0.092 +(epoch: 65, iters: 31976, time: 0.298, data: 0.020) G_GAN: 4.092 G_L1: 3.005 D_real: 0.324 D_fake: 0.035 +(epoch: 65, iters: 32076, time: 0.302, data: 0.019) G_GAN: 3.909 G_L1: 3.401 D_real: 0.002 D_fake: 0.257 +(epoch: 65, iters: 32176, time: 0.412, data: 0.019) G_GAN: 5.538 G_L1: 4.153 D_real: 0.001 D_fake: 0.070 +(epoch: 65, iters: 32276, time: 0.296, data: 0.023) G_GAN: 6.581 G_L1: 6.181 D_real: 0.042 D_fake: 0.028 +(epoch: 65, iters: 32376, time: 0.301, data: 0.018) G_GAN: 4.699 G_L1: 4.161 D_real: 0.282 D_fake: 0.011 +(epoch: 65, iters: 32476, time: 0.297, data: 0.019) G_GAN: 6.198 G_L1: 2.910 D_real: 0.328 D_fake: 0.011 +(epoch: 65, iters: 32576, time: 0.422, data: 0.022) G_GAN: 7.369 G_L1: 4.794 D_real: 0.355 D_fake: 0.007 +(epoch: 65, iters: 32676, time: 0.300, data: 0.020) G_GAN: 7.866 G_L1: 5.983 D_real: 0.003 D_fake: 0.064 +(epoch: 65, iters: 32776, time: 0.307, data: 0.019) G_GAN: 6.240 G_L1: 10.053 D_real: 0.007 D_fake: 0.054 +(epoch: 65, iters: 32876, time: 0.301, data: 0.019) G_GAN: 5.653 G_L1: 4.448 D_real: 0.027 D_fake: 0.043 +(epoch: 65, iters: 32976, time: 0.636, data: 0.019) G_GAN: 5.963 G_L1: 4.850 D_real: 0.001 D_fake: 0.012 +(epoch: 65, iters: 33076, time: 0.304, data: 0.020) G_GAN: 6.447 G_L1: 7.198 D_real: 0.004 D_fake: 0.009 +(epoch: 65, iters: 33176, time: 0.296, data: 0.020) G_GAN: 7.202 G_L1: 3.744 D_real: 0.037 D_fake: 0.011 +(epoch: 65, iters: 33276, time: 0.301, data: 0.019) G_GAN: 6.704 G_L1: 4.759 D_real: 0.018 D_fake: 0.020 +(epoch: 65, iters: 33376, time: 0.388, data: 0.020) G_GAN: 5.429 G_L1: 2.927 D_real: 0.012 D_fake: 0.047 +(epoch: 65, iters: 33476, time: 0.300, data: 0.018) G_GAN: 7.211 G_L1: 4.352 D_real: 0.292 D_fake: 0.002 +(epoch: 65, iters: 33576, time: 0.301, data: 0.019) G_GAN: 6.206 G_L1: 9.348 D_real: 0.001 D_fake: 0.018 +(epoch: 65, iters: 33676, time: 0.303, data: 0.020) G_GAN: 6.355 G_L1: 6.717 D_real: 0.029 D_fake: 0.022 +(epoch: 65, iters: 33776, time: 0.426, data: 0.021) G_GAN: 5.009 G_L1: 6.523 D_real: 0.129 D_fake: 0.029 +(epoch: 65, iters: 33876, time: 0.303, data: 0.019) G_GAN: 4.597 G_L1: 3.805 D_real: 0.122 D_fake: 0.035 +(epoch: 65, iters: 33976, time: 0.306, data: 0.019) G_GAN: 5.919 G_L1: 3.725 D_real: 0.037 D_fake: 0.014 +(epoch: 65, iters: 34076, time: 0.299, data: 0.019) G_GAN: 7.990 G_L1: 4.416 D_real: 0.104 D_fake: 0.011 +(epoch: 65, iters: 34176, time: 0.413, data: 0.019) G_GAN: 5.017 G_L1: 2.814 D_real: 0.010 D_fake: 0.035 +(epoch: 65, iters: 34276, time: 0.306, data: 0.019) G_GAN: 5.861 G_L1: 4.383 D_real: 0.007 D_fake: 0.010 +(epoch: 65, iters: 34376, time: 0.289, data: 0.018) G_GAN: 6.717 G_L1: 3.486 D_real: 0.045 D_fake: 0.073 +(epoch: 65, iters: 34476, time: 0.305, data: 0.018) G_GAN: 5.377 G_L1: 2.872 D_real: 0.154 D_fake: 0.010 +(epoch: 65, iters: 34576, time: 0.403, data: 0.020) G_GAN: 8.050 G_L1: 4.422 D_real: 0.050 D_fake: 0.003 +(epoch: 65, iters: 34676, time: 0.300, data: 0.018) G_GAN: 8.786 G_L1: 3.892 D_real: 0.013 D_fake: 0.003 +(epoch: 65, iters: 34776, time: 0.298, data: 0.018) G_GAN: 4.875 G_L1: 6.111 D_real: 0.006 D_fake: 0.032 +(epoch: 65, iters: 34876, time: 0.294, data: 0.020) G_GAN: 6.300 G_L1: 4.303 D_real: 0.000 D_fake: 0.017 +(epoch: 65, iters: 34976, time: 0.513, data: 0.018) G_GAN: 5.890 G_L1: 4.141 D_real: 0.026 D_fake: 0.026 +(epoch: 65, iters: 35076, time: 0.302, data: 0.019) G_GAN: 4.634 G_L1: 4.170 D_real: 0.055 D_fake: 0.048 +(epoch: 65, iters: 35176, time: 0.302, data: 0.019) G_GAN: 6.613 G_L1: 6.683 D_real: 0.007 D_fake: 0.004 +(epoch: 65, iters: 35276, time: 0.309, data: 0.019) G_GAN: 7.398 G_L1: 4.465 D_real: 0.000 D_fake: 0.003 +(epoch: 65, iters: 35376, time: 0.389, data: 0.019) G_GAN: 7.510 G_L1: 4.025 D_real: 0.024 D_fake: 0.016 +(epoch: 65, iters: 35476, time: 0.308, data: 0.020) G_GAN: 3.705 G_L1: 3.846 D_real: 0.006 D_fake: 0.066 +(epoch: 65, iters: 35576, time: 0.300, data: 0.020) G_GAN: 7.738 G_L1: 6.143 D_real: 0.003 D_fake: 0.022 +(epoch: 65, iters: 35676, time: 0.307, data: 0.019) G_GAN: 4.674 G_L1: 4.170 D_real: 0.008 D_fake: 0.031 +(epoch: 65, iters: 35776, time: 0.407, data: 0.020) G_GAN: 6.742 G_L1: 8.210 D_real: 0.005 D_fake: 0.006 +(epoch: 65, iters: 35876, time: 0.305, data: 0.018) G_GAN: 7.024 G_L1: 5.871 D_real: 0.019 D_fake: 0.046 +(epoch: 65, iters: 35976, time: 0.306, data: 0.018) G_GAN: 5.906 G_L1: 3.907 D_real: 0.002 D_fake: 0.027 +(epoch: 65, iters: 36076, time: 0.305, data: 0.022) G_GAN: 5.990 G_L1: 3.676 D_real: 0.271 D_fake: 0.019 +(epoch: 65, iters: 36176, time: 0.390, data: 0.018) G_GAN: 6.403 G_L1: 4.220 D_real: 0.000 D_fake: 0.020 +(epoch: 65, iters: 36276, time: 0.303, data: 0.020) G_GAN: 6.258 G_L1: 9.910 D_real: 0.001 D_fake: 0.250 +(epoch: 65, iters: 36376, time: 0.285, data: 0.020) G_GAN: 5.871 G_L1: 5.601 D_real: 0.008 D_fake: 0.235 +(epoch: 65, iters: 36476, time: 0.302, data: 0.020) G_GAN: 3.978 G_L1: 2.809 D_real: 0.022 D_fake: 0.448 +(epoch: 65, iters: 36576, time: 0.387, data: 0.021) G_GAN: 6.180 G_L1: 3.833 D_real: 0.206 D_fake: 0.019 +(epoch: 65, iters: 36676, time: 0.293, data: 0.022) G_GAN: 4.997 G_L1: 3.435 D_real: 0.003 D_fake: 0.173 +(epoch: 65, iters: 36776, time: 0.303, data: 0.018) G_GAN: 4.250 G_L1: 4.159 D_real: 0.085 D_fake: 0.093 +(epoch: 65, iters: 36876, time: 0.296, data: 0.018) G_GAN: 5.566 G_L1: 5.522 D_real: 0.088 D_fake: 0.015 +(epoch: 65, iters: 36976, time: 0.598, data: 0.018) G_GAN: 6.291 G_L1: 3.061 D_real: 0.006 D_fake: 0.063 +(epoch: 65, iters: 37076, time: 0.293, data: 0.019) G_GAN: 7.269 G_L1: 3.636 D_real: 0.006 D_fake: 0.011 +(epoch: 65, iters: 37176, time: 0.304, data: 0.018) G_GAN: 9.987 G_L1: 8.467 D_real: 0.007 D_fake: 0.004 +(epoch: 65, iters: 37276, time: 0.284, data: 0.018) G_GAN: 5.419 G_L1: 4.156 D_real: 0.009 D_fake: 0.054 +(epoch: 65, iters: 37376, time: 0.421, data: 0.017) G_GAN: 6.232 G_L1: 3.713 D_real: 0.002 D_fake: 0.205 +(epoch: 65, iters: 37476, time: 0.304, data: 0.019) G_GAN: 9.278 G_L1: 4.116 D_real: 0.027 D_fake: 0.001 +(epoch: 65, iters: 37576, time: 0.293, data: 0.019) G_GAN: 6.976 G_L1: 2.505 D_real: 0.014 D_fake: 0.004 +(epoch: 65, iters: 37676, time: 0.299, data: 0.017) G_GAN: 5.344 G_L1: 2.461 D_real: 0.026 D_fake: 0.127 +(epoch: 65, iters: 37776, time: 0.385, data: 0.018) G_GAN: 5.885 G_L1: 3.525 D_real: 0.013 D_fake: 0.073 +(epoch: 65, iters: 37876, time: 0.298, data: 0.018) G_GAN: 5.147 G_L1: 8.300 D_real: 0.000 D_fake: 0.092 +(epoch: 65, iters: 37976, time: 0.297, data: 0.018) G_GAN: 5.611 G_L1: 3.670 D_real: 0.002 D_fake: 0.088 +(epoch: 65, iters: 38076, time: 0.308, data: 0.019) G_GAN: 4.702 G_L1: 3.762 D_real: 0.044 D_fake: 0.137 +(epoch: 65, iters: 38176, time: 0.410, data: 0.019) G_GAN: 6.856 G_L1: 3.458 D_real: 0.001 D_fake: 0.026 +(epoch: 65, iters: 38276, time: 0.300, data: 0.019) G_GAN: 3.640 G_L1: 3.060 D_real: 0.775 D_fake: 0.009 +(epoch: 65, iters: 38376, time: 0.296, data: 0.018) G_GAN: 6.495 G_L1: 8.707 D_real: 0.038 D_fake: 0.011 +(epoch: 65, iters: 38476, time: 0.301, data: 0.018) G_GAN: 4.596 G_L1: 3.239 D_real: 0.175 D_fake: 0.043 +(epoch: 65, iters: 38576, time: 0.420, data: 0.022) G_GAN: 5.320 G_L1: 4.008 D_real: 0.053 D_fake: 0.035 +(epoch: 65, iters: 38676, time: 0.301, data: 0.018) G_GAN: 7.121 G_L1: 2.841 D_real: 0.080 D_fake: 0.053 +(epoch: 65, iters: 38776, time: 0.287, data: 0.019) G_GAN: 7.752 G_L1: 5.558 D_real: 0.062 D_fake: 0.003 +(epoch: 65, iters: 38876, time: 0.291, data: 0.018) G_GAN: 5.241 G_L1: 3.080 D_real: 0.003 D_fake: 0.160 +(epoch: 65, iters: 38976, time: 0.612, data: 0.018) G_GAN: 7.642 G_L1: 4.338 D_real: 0.147 D_fake: 0.004 +(epoch: 65, iters: 39076, time: 0.303, data: 0.019) G_GAN: 6.358 G_L1: 4.671 D_real: 0.011 D_fake: 0.011 +(epoch: 65, iters: 39176, time: 0.304, data: 0.020) G_GAN: 6.740 G_L1: 5.964 D_real: 0.001 D_fake: 0.004 +(epoch: 65, iters: 39276, time: 0.299, data: 0.019) G_GAN: 3.315 G_L1: 3.902 D_real: 0.011 D_fake: 0.325 +(epoch: 65, iters: 39376, time: 0.402, data: 0.018) G_GAN: 6.473 G_L1: 7.721 D_real: 0.580 D_fake: 0.015 +(epoch: 65, iters: 39476, time: 0.289, data: 0.019) G_GAN: 5.991 G_L1: 3.619 D_real: 0.067 D_fake: 0.014 +(epoch: 65, iters: 39576, time: 0.296, data: 0.018) G_GAN: 6.401 G_L1: 5.846 D_real: 0.069 D_fake: 0.011 +(epoch: 65, iters: 39676, time: 0.306, data: 0.019) G_GAN: 7.233 G_L1: 3.848 D_real: 0.007 D_fake: 0.010 +(epoch: 65, iters: 39776, time: 0.410, data: 0.019) G_GAN: 4.930 G_L1: 3.691 D_real: 0.007 D_fake: 0.037 +(epoch: 65, iters: 39876, time: 0.304, data: 0.019) G_GAN: 8.323 G_L1: 14.755 D_real: 0.050 D_fake: 0.002 +(epoch: 65, iters: 39976, time: 0.297, data: 0.019) G_GAN: 4.634 G_L1: 2.839 D_real: 0.123 D_fake: 0.019 +(epoch: 65, iters: 40076, time: 0.301, data: 0.019) G_GAN: 6.252 G_L1: 4.424 D_real: 0.025 D_fake: 0.022 +(epoch: 65, iters: 40176, time: 0.417, data: 0.019) G_GAN: 7.648 G_L1: 3.452 D_real: 0.012 D_fake: 0.016 +(epoch: 65, iters: 40276, time: 0.295, data: 0.018) G_GAN: 4.266 G_L1: 3.299 D_real: 0.001 D_fake: 0.174 +(epoch: 65, iters: 40376, time: 0.292, data: 0.020) G_GAN: 5.242 G_L1: 3.211 D_real: 0.005 D_fake: 0.131 +(epoch: 65, iters: 40476, time: 0.288, data: 0.019) G_GAN: 5.121 G_L1: 4.192 D_real: 0.155 D_fake: 0.044 +(epoch: 65, iters: 40576, time: 0.419, data: 0.020) G_GAN: 5.136 G_L1: 5.326 D_real: 0.034 D_fake: 0.060 +(epoch: 65, iters: 40676, time: 0.304, data: 0.018) G_GAN: 5.715 G_L1: 14.829 D_real: 0.001 D_fake: 0.022 +(epoch: 65, iters: 40776, time: 0.296, data: 0.020) G_GAN: 6.754 G_L1: 4.826 D_real: 0.031 D_fake: 0.036 +(epoch: 65, iters: 40876, time: 0.296, data: 0.018) G_GAN: 4.011 G_L1: 3.204 D_real: 0.001 D_fake: 0.231 +(epoch: 65, iters: 40976, time: 0.583, data: 0.017) G_GAN: 4.273 G_L1: 2.119 D_real: 0.049 D_fake: 0.158 +(epoch: 65, iters: 41076, time: 0.293, data: 0.017) G_GAN: 5.390 G_L1: 3.851 D_real: 0.351 D_fake: 0.005 +(epoch: 65, iters: 41176, time: 0.293, data: 0.021) G_GAN: 3.421 G_L1: 2.542 D_real: 0.071 D_fake: 0.179 +(epoch: 65, iters: 41276, time: 0.298, data: 0.020) G_GAN: 4.930 G_L1: 3.999 D_real: 0.001 D_fake: 0.019 +(epoch: 65, iters: 41376, time: 0.420, data: 0.019) G_GAN: 6.011 G_L1: 5.192 D_real: 0.018 D_fake: 0.007 +(epoch: 65, iters: 41476, time: 0.294, data: 0.018) G_GAN: 6.248 G_L1: 4.307 D_real: 0.013 D_fake: 0.016 +(epoch: 65, iters: 41576, time: 0.300, data: 0.019) G_GAN: 5.716 G_L1: 3.364 D_real: 0.006 D_fake: 0.087 +(epoch: 65, iters: 41676, time: 0.301, data: 0.019) G_GAN: 7.742 G_L1: 3.930 D_real: 0.006 D_fake: 0.138 +(epoch: 65, iters: 41776, time: 0.418, data: 0.020) G_GAN: 4.297 G_L1: 4.032 D_real: 0.020 D_fake: 0.067 +(epoch: 65, iters: 41876, time: 0.297, data: 0.018) G_GAN: 7.576 G_L1: 3.676 D_real: 0.022 D_fake: 0.004 +(epoch: 65, iters: 41976, time: 0.298, data: 0.018) G_GAN: 7.981 G_L1: 6.342 D_real: 0.003 D_fake: 0.011 +(epoch: 65, iters: 42076, time: 0.301, data: 0.018) G_GAN: 5.053 G_L1: 5.685 D_real: 0.001 D_fake: 0.149 +(epoch: 65, iters: 42176, time: 0.420, data: 0.020) G_GAN: 5.117 G_L1: 3.636 D_real: 0.065 D_fake: 0.035 +(epoch: 65, iters: 42276, time: 0.293, data: 0.019) G_GAN: 10.372 G_L1: 3.955 D_real: 0.018 D_fake: 0.005 +(epoch: 65, iters: 42376, time: 0.300, data: 0.019) G_GAN: 7.373 G_L1: 6.096 D_real: 0.001 D_fake: 0.011 +(epoch: 65, iters: 42476, time: 0.298, data: 0.020) G_GAN: 4.620 G_L1: 2.703 D_real: 0.033 D_fake: 0.078 +(epoch: 65, iters: 42576, time: 0.388, data: 0.018) G_GAN: 5.436 G_L1: 3.703 D_real: 0.020 D_fake: 0.069 +(epoch: 65, iters: 42676, time: 0.296, data: 0.019) G_GAN: 5.770 G_L1: 4.111 D_real: 0.008 D_fake: 0.026 +(epoch: 65, iters: 42776, time: 0.294, data: 0.021) G_GAN: 4.879 G_L1: 3.297 D_real: 0.001 D_fake: 0.024 +(epoch: 65, iters: 42876, time: 0.299, data: 0.019) G_GAN: 4.496 G_L1: 3.228 D_real: 0.006 D_fake: 0.053 +(epoch: 65, iters: 42976, time: 0.597, data: 0.019) G_GAN: 4.614 G_L1: 4.536 D_real: 0.064 D_fake: 0.044 +(epoch: 65, iters: 43076, time: 0.302, data: 0.020) G_GAN: 4.042 G_L1: 3.458 D_real: 0.002 D_fake: 0.110 +(epoch: 65, iters: 43176, time: 0.299, data: 0.020) G_GAN: 7.251 G_L1: 5.047 D_real: 0.007 D_fake: 0.096 +(epoch: 65, iters: 43276, time: 0.304, data: 0.019) G_GAN: 6.348 G_L1: 4.639 D_real: 0.041 D_fake: 0.004 +(epoch: 65, iters: 43376, time: 0.412, data: 0.018) G_GAN: 4.373 G_L1: 3.966 D_real: 0.204 D_fake: 0.080 +(epoch: 65, iters: 43476, time: 0.296, data: 0.020) G_GAN: 7.269 G_L1: 6.082 D_real: 0.059 D_fake: 0.009 +(epoch: 65, iters: 43576, time: 0.305, data: 0.019) G_GAN: 5.510 G_L1: 4.961 D_real: 0.134 D_fake: 0.009 +(epoch: 65, iters: 43676, time: 0.304, data: 0.020) G_GAN: 6.525 G_L1: 4.386 D_real: 0.060 D_fake: 0.010 +(epoch: 65, iters: 43776, time: 0.391, data: 0.019) G_GAN: 5.100 G_L1: 3.730 D_real: 0.068 D_fake: 0.105 +(epoch: 65, iters: 43876, time: 0.295, data: 0.018) G_GAN: 6.995 G_L1: 3.545 D_real: 0.041 D_fake: 0.015 +(epoch: 65, iters: 43976, time: 0.302, data: 0.018) G_GAN: 5.594 G_L1: 3.938 D_real: 0.022 D_fake: 0.350 +(epoch: 65, iters: 44076, time: 0.298, data: 0.020) G_GAN: 5.106 G_L1: 9.124 D_real: 0.014 D_fake: 0.066 +(epoch: 65, iters: 44176, time: 0.397, data: 0.017) G_GAN: 4.826 G_L1: 4.605 D_real: 0.026 D_fake: 0.046 +(epoch: 65, iters: 44276, time: 0.297, data: 0.019) G_GAN: 6.722 G_L1: 5.555 D_real: 0.460 D_fake: 0.010 +(epoch: 65, iters: 44376, time: 0.299, data: 0.019) G_GAN: 5.647 G_L1: 5.091 D_real: 0.001 D_fake: 0.080 +(epoch: 65, iters: 44476, time: 0.296, data: 0.022) G_GAN: 5.001 G_L1: 2.547 D_real: 0.560 D_fake: 0.016 +(epoch: 65, iters: 44576, time: 0.411, data: 0.019) G_GAN: 5.240 G_L1: 3.225 D_real: 0.013 D_fake: 0.073 +(epoch: 65, iters: 44676, time: 0.287, data: 0.019) G_GAN: 4.381 G_L1: 3.061 D_real: 0.023 D_fake: 0.097 +(epoch: 65, iters: 44776, time: 0.288, data: 0.017) G_GAN: 4.100 G_L1: 3.566 D_real: 0.251 D_fake: 0.036 +(epoch: 65, iters: 44876, time: 0.289, data: 0.020) G_GAN: 5.402 G_L1: 4.607 D_real: 0.014 D_fake: 0.031 +(epoch: 65, iters: 44976, time: 0.591, data: 0.017) G_GAN: 6.924 G_L1: 4.369 D_real: 0.059 D_fake: 0.006 +(epoch: 65, iters: 45076, time: 0.296, data: 0.019) G_GAN: 5.651 G_L1: 4.484 D_real: 0.005 D_fake: 0.025 +(epoch: 65, iters: 45176, time: 0.287, data: 0.018) G_GAN: 7.434 G_L1: 5.452 D_real: 0.000 D_fake: 0.008 +(epoch: 65, iters: 45276, time: 0.289, data: 0.018) G_GAN: 5.957 G_L1: 4.788 D_real: 0.064 D_fake: 0.024 +(epoch: 65, iters: 45376, time: 0.417, data: 0.017) G_GAN: 6.580 G_L1: 3.705 D_real: 0.023 D_fake: 0.020 +(epoch: 65, iters: 45476, time: 0.291, data: 0.023) G_GAN: 6.163 G_L1: 5.460 D_real: 0.001 D_fake: 0.021 +(epoch: 65, iters: 45576, time: 0.289, data: 0.018) G_GAN: 5.847 G_L1: 4.262 D_real: 0.000 D_fake: 0.092 +(epoch: 65, iters: 45676, time: 0.271, data: 0.017) G_GAN: 5.061 G_L1: 3.683 D_real: 0.102 D_fake: 0.061 +(epoch: 65, iters: 45776, time: 0.415, data: 0.019) G_GAN: 3.718 G_L1: 2.550 D_real: 0.360 D_fake: 0.022 +(epoch: 65, iters: 45876, time: 0.299, data: 0.017) G_GAN: 5.732 G_L1: 3.776 D_real: 0.071 D_fake: 0.523 +(epoch: 65, iters: 45976, time: 0.297, data: 0.020) G_GAN: 4.368 G_L1: 3.912 D_real: 0.066 D_fake: 0.150 +(epoch: 65, iters: 46076, time: 0.290, data: 0.019) G_GAN: 7.353 G_L1: 4.080 D_real: 0.067 D_fake: 0.083 +(epoch: 65, iters: 46176, time: 0.400, data: 0.018) G_GAN: 3.086 G_L1: 3.386 D_real: 0.136 D_fake: 0.515 +(epoch: 65, iters: 46276, time: 0.288, data: 0.017) G_GAN: 9.384 G_L1: 4.600 D_real: 0.111 D_fake: 0.001 +(epoch: 65, iters: 46376, time: 0.280, data: 0.020) G_GAN: 7.193 G_L1: 3.258 D_real: 0.070 D_fake: 0.025 +(epoch: 65, iters: 46476, time: 0.285, data: 0.017) G_GAN: 5.795 G_L1: 4.726 D_real: 0.265 D_fake: 0.078 +(epoch: 65, iters: 46576, time: 0.412, data: 0.016) G_GAN: 5.419 G_L1: 5.110 D_real: 0.039 D_fake: 0.045 +(epoch: 65, iters: 46676, time: 0.294, data: 0.016) G_GAN: 5.378 G_L1: 4.958 D_real: 0.214 D_fake: 0.040 +(epoch: 65, iters: 46776, time: 0.296, data: 0.019) G_GAN: 5.200 G_L1: 2.832 D_real: 0.002 D_fake: 0.472 +(epoch: 65, iters: 46876, time: 0.273, data: 0.019) G_GAN: 6.523 G_L1: 5.087 D_real: 0.010 D_fake: 0.136 +(epoch: 65, iters: 46976, time: 0.551, data: 0.016) G_GAN: 4.768 G_L1: 2.939 D_real: 0.048 D_fake: 0.047 +(epoch: 65, iters: 47076, time: 0.298, data: 0.019) G_GAN: 5.854 G_L1: 3.655 D_real: 0.059 D_fake: 0.047 +(epoch: 65, iters: 47176, time: 0.296, data: 0.019) G_GAN: 3.099 G_L1: 3.415 D_real: 0.441 D_fake: 0.031 +(epoch: 65, iters: 47276, time: 0.302, data: 0.019) G_GAN: 3.923 G_L1: 2.911 D_real: 1.117 D_fake: 0.025 +(epoch: 65, iters: 47376, time: 0.398, data: 0.017) G_GAN: 9.888 G_L1: 5.116 D_real: 0.029 D_fake: 0.001 +(epoch: 65, iters: 47476, time: 0.277, data: 0.016) G_GAN: 4.560 G_L1: 4.081 D_real: 0.061 D_fake: 0.077 +(epoch: 65, iters: 47576, time: 0.297, data: 0.017) G_GAN: 5.706 G_L1: 4.963 D_real: 0.630 D_fake: 0.003 +(epoch: 65, iters: 47676, time: 0.291, data: 0.017) G_GAN: 7.698 G_L1: 2.957 D_real: 0.020 D_fake: 0.215 +(epoch: 65, iters: 47776, time: 0.365, data: 0.018) G_GAN: 3.486 G_L1: 3.989 D_real: 0.146 D_fake: 0.077 +(epoch: 65, iters: 47876, time: 0.294, data: 0.016) G_GAN: 3.257 G_L1: 4.870 D_real: 0.521 D_fake: 0.111 +(epoch: 65, iters: 47976, time: 0.298, data: 0.018) G_GAN: 6.858 G_L1: 4.264 D_real: 0.153 D_fake: 0.007 +(epoch: 65, iters: 48076, time: 0.291, data: 0.020) G_GAN: 6.081 G_L1: 3.127 D_real: 0.007 D_fake: 0.031 +(epoch: 65, iters: 48176, time: 0.392, data: 0.018) G_GAN: 7.967 G_L1: 3.546 D_real: 0.148 D_fake: 0.003 +(epoch: 65, iters: 48276, time: 0.295, data: 0.017) G_GAN: 5.931 G_L1: 7.179 D_real: 0.005 D_fake: 0.017 +(epoch: 65, iters: 48376, time: 0.293, data: 0.018) G_GAN: 5.343 G_L1: 3.301 D_real: 0.051 D_fake: 0.305 +(epoch: 65, iters: 48476, time: 0.296, data: 0.017) G_GAN: 5.244 G_L1: 4.481 D_real: 0.003 D_fake: 0.022 +(epoch: 65, iters: 48576, time: 0.418, data: 0.018) G_GAN: 4.826 G_L1: 3.318 D_real: 0.125 D_fake: 0.014 +(epoch: 65, iters: 48676, time: 0.294, data: 0.019) G_GAN: 5.178 G_L1: 6.420 D_real: 0.002 D_fake: 0.161 +(epoch: 65, iters: 48776, time: 0.299, data: 0.019) G_GAN: 3.485 G_L1: 3.295 D_real: 0.073 D_fake: 0.052 +(epoch: 65, iters: 48876, time: 0.296, data: 0.018) G_GAN: 6.005 G_L1: 3.657 D_real: 0.022 D_fake: 0.017 +(epoch: 65, iters: 48976, time: 0.596, data: 0.019) G_GAN: 7.423 G_L1: 4.163 D_real: 0.002 D_fake: 0.035 +(epoch: 65, iters: 49076, time: 0.297, data: 0.020) G_GAN: 6.683 G_L1: 3.675 D_real: 0.001 D_fake: 0.003 +(epoch: 65, iters: 49176, time: 0.307, data: 0.019) G_GAN: 6.658 G_L1: 3.665 D_real: 0.015 D_fake: 0.159 +(epoch: 65, iters: 49276, time: 0.271, data: 0.019) G_GAN: 3.436 G_L1: 5.432 D_real: 0.076 D_fake: 0.050 +(epoch: 65, iters: 49376, time: 0.401, data: 0.016) G_GAN: 4.334 G_L1: 4.440 D_real: 0.091 D_fake: 0.125 +(epoch: 65, iters: 49476, time: 0.303, data: 0.016) G_GAN: 5.335 G_L1: 10.229 D_real: 0.185 D_fake: 0.024 +(epoch: 65, iters: 49576, time: 0.293, data: 0.019) G_GAN: 6.297 G_L1: 4.589 D_real: 0.002 D_fake: 0.145 +(epoch: 65, iters: 49676, time: 0.294, data: 0.018) G_GAN: 6.760 G_L1: 5.527 D_real: 0.013 D_fake: 0.024 +(epoch: 65, iters: 49776, time: 0.424, data: 0.018) G_GAN: 4.641 G_L1: 2.874 D_real: 0.056 D_fake: 0.290 +(epoch: 65, iters: 49876, time: 0.288, data: 0.019) G_GAN: 6.092 G_L1: 3.832 D_real: 0.023 D_fake: 0.151 +(epoch: 65, iters: 49976, time: 0.300, data: 0.018) G_GAN: 4.564 G_L1: 3.266 D_real: 0.042 D_fake: 0.069 +(epoch: 65, iters: 50076, time: 0.285, data: 0.019) G_GAN: 4.829 G_L1: 5.220 D_real: 0.000 D_fake: 0.129 +(epoch: 65, iters: 50176, time: 0.422, data: 0.017) G_GAN: 4.576 G_L1: 4.688 D_real: 0.000 D_fake: 0.065 +(epoch: 65, iters: 50276, time: 0.301, data: 0.018) G_GAN: 8.277 G_L1: 7.770 D_real: 0.012 D_fake: 0.019 +(epoch: 65, iters: 50376, time: 0.303, data: 0.019) G_GAN: 6.448 G_L1: 13.419 D_real: 0.019 D_fake: 0.013 +(epoch: 65, iters: 50476, time: 0.290, data: 0.019) G_GAN: 3.916 G_L1: 2.780 D_real: 0.014 D_fake: 0.058 +(epoch: 65, iters: 50576, time: 0.414, data: 0.017) G_GAN: 4.870 G_L1: 5.519 D_real: 0.000 D_fake: 0.042 +(epoch: 65, iters: 50676, time: 0.300, data: 0.017) G_GAN: 3.886 G_L1: 4.523 D_real: 0.014 D_fake: 0.171 +(epoch: 65, iters: 50776, time: 0.281, data: 0.020) G_GAN: 4.438 G_L1: 3.188 D_real: 0.000 D_fake: 0.091 +(epoch: 65, iters: 50876, time: 0.273, data: 0.018) G_GAN: 4.824 G_L1: 3.204 D_real: 0.085 D_fake: 0.036 +(epoch: 65, iters: 50976, time: 0.527, data: 0.018) G_GAN: 6.273 G_L1: 8.470 D_real: 0.020 D_fake: 0.029 +(epoch: 65, iters: 51076, time: 0.300, data: 0.017) G_GAN: 7.410 G_L1: 6.396 D_real: 0.000 D_fake: 0.003 +(epoch: 65, iters: 51176, time: 0.302, data: 0.018) G_GAN: 6.473 G_L1: 8.888 D_real: 0.000 D_fake: 0.025 +(epoch: 65, iters: 51276, time: 0.293, data: 0.019) G_GAN: 6.463 G_L1: 3.659 D_real: 0.003 D_fake: 0.037 +(epoch: 65, iters: 51376, time: 0.375, data: 0.018) G_GAN: 4.703 G_L1: 3.128 D_real: 0.419 D_fake: 0.006 +(epoch: 65, iters: 51476, time: 0.299, data: 0.018) G_GAN: 6.780 G_L1: 4.034 D_real: 0.011 D_fake: 0.014 +(epoch: 65, iters: 51576, time: 0.284, data: 0.021) G_GAN: 8.513 G_L1: 9.019 D_real: 0.000 D_fake: 0.004 +(epoch: 65, iters: 51676, time: 0.289, data: 0.019) G_GAN: 4.914 G_L1: 2.443 D_real: 0.014 D_fake: 0.394 +(epoch: 65, iters: 51776, time: 0.415, data: 0.016) G_GAN: 5.900 G_L1: 3.487 D_real: 0.263 D_fake: 0.042 +(epoch: 65, iters: 51876, time: 0.304, data: 0.017) G_GAN: 7.051 G_L1: 6.688 D_real: 0.003 D_fake: 0.212 +(epoch: 65, iters: 51976, time: 0.291, data: 0.018) G_GAN: 6.335 G_L1: 7.094 D_real: 0.020 D_fake: 0.016 +(epoch: 65, iters: 52076, time: 0.299, data: 0.017) G_GAN: 7.137 G_L1: 5.530 D_real: 0.059 D_fake: 0.012 +(epoch: 65, iters: 52176, time: 0.392, data: 0.019) G_GAN: 4.185 G_L1: 2.278 D_real: 0.148 D_fake: 0.091 +(epoch: 65, iters: 52276, time: 0.292, data: 0.018) G_GAN: 4.057 G_L1: 4.904 D_real: 0.662 D_fake: 0.038 +(epoch: 65, iters: 52376, time: 0.300, data: 0.019) G_GAN: 6.519 G_L1: 3.497 D_real: 0.231 D_fake: 0.009 +(epoch: 65, iters: 52476, time: 0.303, data: 0.018) G_GAN: 6.050 G_L1: 6.722 D_real: 0.000 D_fake: 0.028 +(epoch: 65, iters: 52576, time: 0.387, data: 0.021) G_GAN: 2.817 G_L1: 2.514 D_real: 0.309 D_fake: 0.113 +(epoch: 65, iters: 52676, time: 0.296, data: 0.017) G_GAN: 4.772 G_L1: 3.614 D_real: 0.000 D_fake: 0.054 +(epoch: 65, iters: 52776, time: 0.288, data: 0.016) G_GAN: 6.255 G_L1: 6.225 D_real: 1.730 D_fake: 0.004 +(epoch: 65, iters: 52876, time: 0.301, data: 0.017) G_GAN: 5.638 G_L1: 4.217 D_real: 0.030 D_fake: 0.538 +(epoch: 65, iters: 52976, time: 0.620, data: 0.019) G_GAN: 4.384 G_L1: 3.945 D_real: 0.087 D_fake: 0.036 +(epoch: 65, iters: 53076, time: 0.294, data: 0.017) G_GAN: 5.189 G_L1: 5.396 D_real: 0.135 D_fake: 0.190 +(epoch: 65, iters: 53176, time: 0.293, data: 0.017) G_GAN: 7.613 G_L1: 10.673 D_real: 0.015 D_fake: 0.365 +(epoch: 65, iters: 53276, time: 0.301, data: 0.020) G_GAN: 4.359 G_L1: 4.495 D_real: 0.113 D_fake: 0.047 +(epoch: 65, iters: 53376, time: 0.409, data: 0.018) G_GAN: 6.559 G_L1: 4.701 D_real: 0.002 D_fake: 0.008 +(epoch: 65, iters: 53476, time: 0.300, data: 0.019) G_GAN: 5.403 G_L1: 4.295 D_real: 0.607 D_fake: 0.014 +(epoch: 65, iters: 53576, time: 0.293, data: 0.019) G_GAN: 5.769 G_L1: 3.063 D_real: 0.540 D_fake: 0.077 +(epoch: 65, iters: 53676, time: 0.297, data: 0.018) G_GAN: 5.394 G_L1: 3.819 D_real: 0.072 D_fake: 0.259 +(epoch: 65, iters: 53776, time: 0.358, data: 0.018) G_GAN: 4.207 G_L1: 3.884 D_real: 0.037 D_fake: 0.050 +(epoch: 65, iters: 53876, time: 0.295, data: 0.015) G_GAN: 5.526 G_L1: 4.089 D_real: 0.001 D_fake: 0.017 +(epoch: 65, iters: 53976, time: 0.287, data: 0.017) G_GAN: 5.748 G_L1: 4.144 D_real: 0.096 D_fake: 0.012 +(epoch: 65, iters: 54076, time: 0.303, data: 0.017) G_GAN: 4.224 G_L1: 3.126 D_real: 0.033 D_fake: 0.039 +(epoch: 65, iters: 54176, time: 0.425, data: 0.019) G_GAN: 5.368 G_L1: 6.600 D_real: 0.002 D_fake: 0.192 +(epoch: 65, iters: 54276, time: 0.297, data: 0.022) G_GAN: 7.843 G_L1: 5.796 D_real: 0.004 D_fake: 0.204 +(epoch: 65, iters: 54376, time: 0.302, data: 0.019) G_GAN: 5.879 G_L1: 6.210 D_real: 0.013 D_fake: 0.062 +(epoch: 65, iters: 54476, time: 0.300, data: 0.019) G_GAN: 3.602 G_L1: 2.750 D_real: 0.020 D_fake: 0.081 +(epoch: 65, iters: 54576, time: 0.411, data: 0.019) G_GAN: 5.084 G_L1: 3.612 D_real: 0.179 D_fake: 0.025 +(epoch: 65, iters: 54676, time: 0.296, data: 0.018) G_GAN: 3.359 G_L1: 3.516 D_real: 0.447 D_fake: 0.084 +(epoch: 65, iters: 54776, time: 0.304, data: 0.019) G_GAN: 6.204 G_L1: 5.466 D_real: 0.642 D_fake: 0.086 +(epoch: 65, iters: 54876, time: 0.297, data: 0.019) G_GAN: 5.897 G_L1: 3.279 D_real: 0.008 D_fake: 0.017 +(epoch: 65, iters: 54976, time: 0.609, data: 0.019) G_GAN: 5.159 G_L1: 5.568 D_real: 0.040 D_fake: 0.039 +(epoch: 65, iters: 55076, time: 0.302, data: 0.020) G_GAN: 6.548 G_L1: 5.289 D_real: 0.000 D_fake: 0.009 +(epoch: 65, iters: 55176, time: 0.300, data: 0.019) G_GAN: 4.467 G_L1: 4.864 D_real: 0.002 D_fake: 0.126 +(epoch: 65, iters: 55276, time: 0.303, data: 0.020) G_GAN: 4.901 G_L1: 3.111 D_real: 0.179 D_fake: 0.027 +(epoch: 65, iters: 55376, time: 0.431, data: 0.019) G_GAN: 5.961 G_L1: 5.643 D_real: 0.011 D_fake: 0.061 +(epoch: 65, iters: 55476, time: 0.301, data: 0.020) G_GAN: 3.629 G_L1: 3.587 D_real: 0.054 D_fake: 0.049 +(epoch: 65, iters: 55576, time: 0.295, data: 0.019) G_GAN: 4.628 G_L1: 3.631 D_real: 0.104 D_fake: 0.039 +(epoch: 65, iters: 55676, time: 0.305, data: 0.019) G_GAN: 4.508 G_L1: 4.573 D_real: 0.367 D_fake: 0.036 +(epoch: 65, iters: 55776, time: 0.383, data: 0.025) G_GAN: 6.821 G_L1: 4.486 D_real: 0.065 D_fake: 0.058 +(epoch: 65, iters: 55876, time: 0.304, data: 0.018) G_GAN: 6.201 G_L1: 5.876 D_real: 0.051 D_fake: 0.017 +(epoch: 65, iters: 55976, time: 0.296, data: 0.018) G_GAN: 5.291 G_L1: 3.188 D_real: 0.261 D_fake: 0.055 +(epoch: 65, iters: 56076, time: 0.305, data: 0.019) G_GAN: 4.964 G_L1: 3.381 D_real: 0.069 D_fake: 0.259 +(epoch: 65, iters: 56176, time: 0.420, data: 0.020) G_GAN: 5.699 G_L1: 4.470 D_real: 0.001 D_fake: 0.068 +(epoch: 65, iters: 56276, time: 0.299, data: 0.020) G_GAN: 5.410 G_L1: 4.414 D_real: 0.106 D_fake: 0.119 +(epoch: 65, iters: 56376, time: 0.302, data: 0.019) G_GAN: 5.812 G_L1: 2.842 D_real: 0.016 D_fake: 0.061 +(epoch: 65, iters: 56476, time: 0.302, data: 0.020) G_GAN: 7.364 G_L1: 4.974 D_real: 0.038 D_fake: 0.008 +(epoch: 65, iters: 56576, time: 0.419, data: 0.019) G_GAN: 3.851 G_L1: 3.167 D_real: 0.010 D_fake: 0.136 +(epoch: 65, iters: 56676, time: 0.299, data: 0.018) G_GAN: 5.352 G_L1: 3.110 D_real: 0.136 D_fake: 0.025 +(epoch: 65, iters: 56776, time: 0.303, data: 0.019) G_GAN: 4.080 G_L1: 3.575 D_real: 0.345 D_fake: 0.017 +(epoch: 65, iters: 56876, time: 0.300, data: 0.019) G_GAN: 4.740 G_L1: 2.923 D_real: 0.005 D_fake: 0.048 +(epoch: 65, iters: 56976, time: 0.607, data: 0.021) G_GAN: 6.615 G_L1: 4.685 D_real: 0.111 D_fake: 0.019 +(epoch: 65, iters: 57076, time: 0.301, data: 0.020) G_GAN: 4.805 G_L1: 5.555 D_real: 0.016 D_fake: 0.098 +(epoch: 65, iters: 57176, time: 0.300, data: 0.019) G_GAN: 8.315 G_L1: 5.300 D_real: 0.000 D_fake: 0.168 +(epoch: 65, iters: 57276, time: 0.306, data: 0.020) G_GAN: 7.738 G_L1: 4.356 D_real: 0.005 D_fake: 0.120 +(epoch: 65, iters: 57376, time: 0.413, data: 0.020) G_GAN: 4.834 G_L1: 5.161 D_real: 0.048 D_fake: 0.074 +(epoch: 65, iters: 57476, time: 0.306, data: 0.017) G_GAN: 5.977 G_L1: 4.067 D_real: 0.146 D_fake: 0.073 +(epoch: 65, iters: 57576, time: 0.298, data: 0.019) G_GAN: 6.395 G_L1: 3.476 D_real: 0.048 D_fake: 0.016 +(epoch: 65, iters: 57676, time: 0.298, data: 0.020) G_GAN: 6.476 G_L1: 5.032 D_real: 0.011 D_fake: 0.020 +(epoch: 65, iters: 57776, time: 0.405, data: 0.019) G_GAN: 6.107 G_L1: 3.415 D_real: 0.383 D_fake: 0.003 +(epoch: 65, iters: 57876, time: 0.295, data: 0.017) G_GAN: 3.750 G_L1: 2.778 D_real: 0.244 D_fake: 0.024 +(epoch: 65, iters: 57976, time: 0.302, data: 0.018) G_GAN: 7.305 G_L1: 3.682 D_real: 0.106 D_fake: 0.015 +(epoch: 65, iters: 58076, time: 0.305, data: 0.019) G_GAN: 6.332 G_L1: 3.832 D_real: 0.095 D_fake: 0.008 +(epoch: 65, iters: 58176, time: 0.403, data: 0.020) G_GAN: 5.642 G_L1: 3.828 D_real: 0.007 D_fake: 0.016 +(epoch: 65, iters: 58276, time: 0.304, data: 0.022) G_GAN: 5.015 G_L1: 5.021 D_real: 0.000 D_fake: 0.256 +(epoch: 65, iters: 58376, time: 0.300, data: 0.019) G_GAN: 5.102 G_L1: 4.290 D_real: 0.001 D_fake: 0.022 +(epoch: 65, iters: 58476, time: 0.304, data: 0.019) G_GAN: 3.903 G_L1: 3.174 D_real: 0.525 D_fake: 0.012 +(epoch: 65, iters: 58576, time: 0.421, data: 0.020) G_GAN: 5.654 G_L1: 3.670 D_real: 0.042 D_fake: 0.013 +(epoch: 65, iters: 58676, time: 0.304, data: 0.020) G_GAN: 6.421 G_L1: 6.700 D_real: 0.000 D_fake: 0.022 +(epoch: 65, iters: 58776, time: 0.301, data: 0.019) G_GAN: 8.241 G_L1: 5.620 D_real: 0.081 D_fake: 0.006 +(epoch: 65, iters: 58876, time: 0.307, data: 0.020) G_GAN: 3.250 G_L1: 3.106 D_real: 0.172 D_fake: 0.133 +(epoch: 65, iters: 58976, time: 0.597, data: 0.019) G_GAN: 3.493 G_L1: 2.530 D_real: 0.060 D_fake: 0.126 +(epoch: 65, iters: 59076, time: 0.304, data: 0.020) G_GAN: 5.096 G_L1: 3.548 D_real: 0.042 D_fake: 0.044 +(epoch: 65, iters: 59176, time: 0.301, data: 0.020) G_GAN: 6.513 G_L1: 5.040 D_real: 0.061 D_fake: 0.015 +(epoch: 65, iters: 59276, time: 0.300, data: 0.020) G_GAN: 7.557 G_L1: 4.444 D_real: 0.023 D_fake: 0.006 +(epoch: 65, iters: 59376, time: 0.416, data: 0.018) G_GAN: 6.442 G_L1: 5.092 D_real: 0.011 D_fake: 0.023 +(epoch: 65, iters: 59476, time: 0.298, data: 0.021) G_GAN: 8.266 G_L1: 5.966 D_real: 0.006 D_fake: 0.002 +(epoch: 65, iters: 59576, time: 0.306, data: 0.019) G_GAN: 7.147 G_L1: 6.848 D_real: 0.029 D_fake: 0.035 +(epoch: 65, iters: 59676, time: 0.297, data: 0.018) G_GAN: 8.272 G_L1: 7.476 D_real: 0.000 D_fake: 0.163 +(epoch: 65, iters: 59776, time: 0.416, data: 0.018) G_GAN: 9.180 G_L1: 7.279 D_real: 0.001 D_fake: 0.001 +(epoch: 65, iters: 59876, time: 0.292, data: 0.031) G_GAN: 8.826 G_L1: 6.345 D_real: 0.022 D_fake: 0.003 +(epoch: 65, iters: 59976, time: 0.306, data: 0.021) G_GAN: 8.990 G_L1: 5.696 D_real: 0.058 D_fake: 0.008 +(epoch: 66, iters: 60, time: 0.301, data: 0.019) G_GAN: 5.066 G_L1: 5.658 D_real: 0.000 D_fake: 0.161 +(epoch: 66, iters: 160, time: 0.596, data: 0.021) G_GAN: 4.198 G_L1: 4.793 D_real: 0.054 D_fake: 0.071 +(epoch: 66, iters: 260, time: 0.297, data: 0.019) G_GAN: 6.711 G_L1: 6.446 D_real: 0.000 D_fake: 0.057 +(epoch: 66, iters: 360, time: 0.302, data: 0.021) G_GAN: 5.797 G_L1: 3.433 D_real: 0.000 D_fake: 0.044 +(epoch: 66, iters: 460, time: 0.291, data: 0.038) G_GAN: 3.149 G_L1: 5.720 D_real: 0.002 D_fake: 0.019 +(epoch: 66, iters: 560, time: 0.420, data: 0.019) G_GAN: 5.183 G_L1: 4.592 D_real: 0.000 D_fake: 0.027 +(epoch: 66, iters: 660, time: 0.303, data: 0.021) G_GAN: 12.066 G_L1: 5.715 D_real: 0.002 D_fake: 0.000 +(epoch: 66, iters: 760, time: 0.296, data: 0.022) G_GAN: 6.827 G_L1: 6.211 D_real: 0.000 D_fake: 0.014 +(epoch: 66, iters: 860, time: 0.302, data: 0.019) G_GAN: 4.499 G_L1: 5.075 D_real: 0.000 D_fake: 0.038 +(epoch: 66, iters: 960, time: 0.557, data: 0.020) G_GAN: 6.675 G_L1: 4.706 D_real: 0.000 D_fake: 0.005 +(epoch: 66, iters: 1060, time: 0.287, data: 0.019) G_GAN: 5.419 G_L1: 4.228 D_real: 0.003 D_fake: 0.018 +(epoch: 66, iters: 1160, time: 0.304, data: 0.019) G_GAN: 7.169 G_L1: 4.369 D_real: 0.001 D_fake: 0.005 +(epoch: 66, iters: 1260, time: 0.300, data: 0.023) G_GAN: 5.384 G_L1: 3.870 D_real: 0.000 D_fake: 0.064 +(epoch: 66, iters: 1360, time: 0.411, data: 0.020) G_GAN: 7.541 G_L1: 4.610 D_real: 0.000 D_fake: 0.013 +(epoch: 66, iters: 1460, time: 0.295, data: 0.020) G_GAN: 4.398 G_L1: 5.003 D_real: 0.000 D_fake: 0.065 +(epoch: 66, iters: 1560, time: 0.301, data: 0.020) G_GAN: 4.947 G_L1: 4.128 D_real: 0.000 D_fake: 0.059 +(epoch: 66, iters: 1660, time: 0.297, data: 0.028) G_GAN: 4.793 G_L1: 6.603 D_real: 0.000 D_fake: 0.067 +(epoch: 66, iters: 1760, time: 0.427, data: 0.020) G_GAN: 6.124 G_L1: 5.711 D_real: 0.000 D_fake: 0.046 +(epoch: 66, iters: 1860, time: 0.307, data: 0.019) G_GAN: 3.141 G_L1: 4.089 D_real: 0.000 D_fake: 0.227 +(epoch: 66, iters: 1960, time: 0.294, data: 0.020) G_GAN: 3.492 G_L1: 4.278 D_real: 0.002 D_fake: 0.123 +(epoch: 66, iters: 2060, time: 0.299, data: 0.021) G_GAN: 3.662 G_L1: 4.382 D_real: 0.000 D_fake: 0.076 +(epoch: 66, iters: 2160, time: 0.418, data: 0.020) G_GAN: 4.458 G_L1: 5.812 D_real: 0.001 D_fake: 0.040 +(epoch: 66, iters: 2260, time: 0.291, data: 0.019) G_GAN: 6.196 G_L1: 6.174 D_real: 0.000 D_fake: 0.064 +(epoch: 66, iters: 2360, time: 0.295, data: 0.019) G_GAN: 4.772 G_L1: 4.595 D_real: 0.000 D_fake: 0.057 +(epoch: 66, iters: 2460, time: 0.301, data: 0.029) G_GAN: 4.271 G_L1: 6.835 D_real: 0.000 D_fake: 0.039 +(epoch: 66, iters: 2560, time: 0.401, data: 0.020) G_GAN: 4.903 G_L1: 4.888 D_real: 0.000 D_fake: 0.025 +(epoch: 66, iters: 2660, time: 0.302, data: 0.023) G_GAN: 5.212 G_L1: 5.026 D_real: 0.000 D_fake: 0.062 +(epoch: 66, iters: 2760, time: 0.303, data: 0.020) G_GAN: 6.431 G_L1: 4.126 D_real: 0.001 D_fake: 0.196 +(epoch: 66, iters: 2860, time: 0.305, data: 0.021) G_GAN: 3.575 G_L1: 4.707 D_real: 0.000 D_fake: 0.059 +(epoch: 66, iters: 2960, time: 0.601, data: 0.020) G_GAN: 5.502 G_L1: 5.089 D_real: 0.000 D_fake: 0.028 +(epoch: 66, iters: 3060, time: 0.301, data: 0.018) G_GAN: 3.982 G_L1: 4.346 D_real: 0.000 D_fake: 0.099 +(epoch: 66, iters: 3160, time: 0.307, data: 0.021) G_GAN: 4.555 G_L1: 6.096 D_real: 0.002 D_fake: 0.034 +(epoch: 66, iters: 3260, time: 0.303, data: 0.019) G_GAN: 5.707 G_L1: 4.333 D_real: 0.001 D_fake: 0.010 +(epoch: 66, iters: 3360, time: 0.384, data: 0.019) G_GAN: 3.708 G_L1: 3.189 D_real: 0.002 D_fake: 0.518 +(epoch: 66, iters: 3460, time: 0.305, data: 0.019) G_GAN: 4.814 G_L1: 4.956 D_real: 0.000 D_fake: 0.035 +(epoch: 66, iters: 3560, time: 0.289, data: 0.019) G_GAN: 6.703 G_L1: 4.606 D_real: 0.000 D_fake: 0.034 +(epoch: 66, iters: 3660, time: 0.305, data: 0.017) G_GAN: 4.322 G_L1: 6.346 D_real: 0.000 D_fake: 0.102 +(epoch: 66, iters: 3760, time: 0.420, data: 0.019) G_GAN: 5.066 G_L1: 3.870 D_real: 0.000 D_fake: 0.028 +(epoch: 66, iters: 3860, time: 0.294, data: 0.019) G_GAN: 4.609 G_L1: 4.000 D_real: 0.000 D_fake: 0.064 +(epoch: 66, iters: 3960, time: 0.292, data: 0.019) G_GAN: 3.598 G_L1: 3.899 D_real: 0.000 D_fake: 0.255 +(epoch: 66, iters: 4060, time: 0.300, data: 0.026) G_GAN: 3.612 G_L1: 5.896 D_real: 0.000 D_fake: 0.130 +(epoch: 66, iters: 4160, time: 0.383, data: 0.021) G_GAN: 4.173 G_L1: 5.014 D_real: 0.000 D_fake: 0.012 +(epoch: 66, iters: 4260, time: 0.305, data: 0.018) G_GAN: 3.340 G_L1: 5.585 D_real: 0.000 D_fake: 0.154 +(epoch: 66, iters: 4360, time: 0.299, data: 0.019) G_GAN: 6.018 G_L1: 4.977 D_real: 0.000 D_fake: 0.025 +(epoch: 66, iters: 4460, time: 0.305, data: 0.020) G_GAN: 5.104 G_L1: 5.974 D_real: 0.000 D_fake: 0.041 +(epoch: 66, iters: 4560, time: 0.401, data: 0.019) G_GAN: 4.107 G_L1: 4.503 D_real: 0.000 D_fake: 0.229 +(epoch: 66, iters: 4660, time: 0.303, data: 0.019) G_GAN: 3.968 G_L1: 4.727 D_real: 0.000 D_fake: 0.248 +(epoch: 66, iters: 4760, time: 0.300, data: 0.019) G_GAN: 6.378 G_L1: 8.670 D_real: 0.000 D_fake: 0.091 +(epoch: 66, iters: 4860, time: 0.304, data: 0.019) G_GAN: 4.789 G_L1: 3.796 D_real: 0.000 D_fake: 0.153 +(epoch: 66, iters: 4960, time: 0.601, data: 0.019) G_GAN: 3.350 G_L1: 5.440 D_real: 0.000 D_fake: 0.188 +(epoch: 66, iters: 5060, time: 0.299, data: 0.019) G_GAN: 3.076 G_L1: 5.324 D_real: 0.000 D_fake: 0.680 +(epoch: 66, iters: 5160, time: 0.301, data: 0.019) G_GAN: 2.518 G_L1: 4.276 D_real: 0.000 D_fake: 0.222 +(epoch: 66, iters: 5260, time: 0.300, data: 0.020) G_GAN: 4.962 G_L1: 4.949 D_real: 0.000 D_fake: 0.041 +(epoch: 66, iters: 5360, time: 0.426, data: 0.018) G_GAN: 3.409 G_L1: 3.919 D_real: 0.000 D_fake: 0.134 +(epoch: 66, iters: 5460, time: 0.305, data: 0.019) G_GAN: 3.684 G_L1: 6.087 D_real: 0.000 D_fake: 0.351 +(epoch: 66, iters: 5560, time: 0.306, data: 0.018) G_GAN: 4.622 G_L1: 7.060 D_real: 0.000 D_fake: 0.528 +(epoch: 66, iters: 5660, time: 0.303, data: 0.018) G_GAN: 2.932 G_L1: 4.583 D_real: 0.003 D_fake: 0.194 +(epoch: 66, iters: 5760, time: 0.415, data: 0.019) G_GAN: 5.027 G_L1: 5.352 D_real: 0.002 D_fake: 0.037 +(epoch: 66, iters: 5860, time: 0.299, data: 0.017) G_GAN: 2.959 G_L1: 3.754 D_real: 0.000 D_fake: 0.417 +(epoch: 66, iters: 5960, time: 0.304, data: 0.020) G_GAN: 2.510 G_L1: 5.872 D_real: 0.000 D_fake: 0.061 +(epoch: 66, iters: 6060, time: 0.299, data: 0.019) G_GAN: 6.971 G_L1: 7.464 D_real: 0.000 D_fake: 2.832 +(epoch: 66, iters: 6160, time: 0.425, data: 0.022) G_GAN: 4.133 G_L1: 4.415 D_real: 0.000 D_fake: 0.086 +(epoch: 66, iters: 6260, time: 0.303, data: 0.018) G_GAN: 4.388 G_L1: 4.846 D_real: 0.000 D_fake: 0.195 +(epoch: 66, iters: 6360, time: 0.306, data: 0.019) G_GAN: 3.398 G_L1: 6.344 D_real: 0.000 D_fake: 0.151 +(epoch: 66, iters: 6460, time: 0.295, data: 0.018) G_GAN: 3.566 G_L1: 6.523 D_real: 0.000 D_fake: 0.317 +(epoch: 66, iters: 6560, time: 0.399, data: 0.018) G_GAN: 3.798 G_L1: 5.400 D_real: 0.000 D_fake: 0.100 +(epoch: 66, iters: 6660, time: 0.299, data: 0.018) G_GAN: 2.962 G_L1: 3.007 D_real: 0.009 D_fake: 0.247 +(epoch: 66, iters: 6760, time: 0.305, data: 0.019) G_GAN: 3.524 G_L1: 6.438 D_real: 0.000 D_fake: 0.272 +(epoch: 66, iters: 6860, time: 0.299, data: 0.019) G_GAN: 3.727 G_L1: 3.975 D_real: 0.000 D_fake: 0.365 +(epoch: 66, iters: 6960, time: 0.604, data: 0.018) G_GAN: 4.331 G_L1: 6.587 D_real: 0.000 D_fake: 0.123 +(epoch: 66, iters: 7060, time: 0.293, data: 0.020) G_GAN: 3.066 G_L1: 4.904 D_real: 0.000 D_fake: 0.281 +(epoch: 66, iters: 7160, time: 0.303, data: 0.019) G_GAN: 3.632 G_L1: 3.254 D_real: 0.000 D_fake: 0.447 +(epoch: 66, iters: 7260, time: 0.295, data: 0.019) G_GAN: 5.256 G_L1: 6.693 D_real: 0.001 D_fake: 0.235 +(epoch: 66, iters: 7360, time: 0.429, data: 0.018) G_GAN: 3.834 G_L1: 6.926 D_real: 0.100 D_fake: 0.047 +(epoch: 66, iters: 7460, time: 0.304, data: 0.018) G_GAN: 5.758 G_L1: 6.338 D_real: 0.000 D_fake: 0.013 +(epoch: 66, iters: 7560, time: 0.295, data: 0.019) G_GAN: 3.668 G_L1: 5.832 D_real: 0.000 D_fake: 0.107 +(epoch: 66, iters: 7660, time: 0.305, data: 0.017) G_GAN: 3.295 G_L1: 4.495 D_real: 0.000 D_fake: 0.229 +(epoch: 66, iters: 7760, time: 0.430, data: 0.018) G_GAN: 3.626 G_L1: 4.608 D_real: 0.000 D_fake: 0.116 +(epoch: 66, iters: 7860, time: 0.288, data: 0.019) G_GAN: 2.648 G_L1: 4.414 D_real: 0.001 D_fake: 0.239 +(epoch: 66, iters: 7960, time: 0.292, data: 0.018) G_GAN: 2.074 G_L1: 3.123 D_real: 0.001 D_fake: 0.103 +(epoch: 66, iters: 8060, time: 0.304, data: 0.018) G_GAN: 3.557 G_L1: 4.643 D_real: 0.010 D_fake: 0.059 +(epoch: 66, iters: 8160, time: 0.408, data: 0.019) G_GAN: 4.668 G_L1: 12.892 D_real: 0.001 D_fake: 0.113 +(epoch: 66, iters: 8260, time: 0.302, data: 0.018) G_GAN: 4.096 G_L1: 6.889 D_real: 0.000 D_fake: 0.368 +(epoch: 66, iters: 8360, time: 0.302, data: 0.016) G_GAN: 3.714 G_L1: 6.229 D_real: 0.000 D_fake: 0.101 +(epoch: 66, iters: 8460, time: 0.292, data: 0.019) G_GAN: 3.483 G_L1: 9.839 D_real: 0.000 D_fake: 0.497 +(epoch: 66, iters: 8560, time: 0.424, data: 0.018) G_GAN: 3.549 G_L1: 5.154 D_real: 0.000 D_fake: 0.110 +(epoch: 66, iters: 8660, time: 0.299, data: 0.022) G_GAN: 2.139 G_L1: 6.047 D_real: 0.001 D_fake: 0.975 +(epoch: 66, iters: 8760, time: 0.304, data: 0.019) G_GAN: 3.062 G_L1: 3.767 D_real: 0.001 D_fake: 0.043 +(epoch: 66, iters: 8860, time: 0.304, data: 0.019) G_GAN: 2.690 G_L1: 4.417 D_real: 0.000 D_fake: 0.286 +(epoch: 66, iters: 8960, time: 0.568, data: 0.020) G_GAN: 3.165 G_L1: 4.161 D_real: 0.000 D_fake: 0.355 +(epoch: 66, iters: 9060, time: 0.305, data: 0.019) G_GAN: 1.582 G_L1: 4.186 D_real: 0.000 D_fake: 0.137 +(epoch: 66, iters: 9160, time: 0.301, data: 0.019) G_GAN: 2.190 G_L1: 4.321 D_real: 0.000 D_fake: 0.201 +(epoch: 66, iters: 9260, time: 0.301, data: 0.019) G_GAN: 4.005 G_L1: 4.276 D_real: 0.000 D_fake: 0.057 +(epoch: 66, iters: 9360, time: 0.411, data: 0.019) G_GAN: 3.775 G_L1: 3.635 D_real: 0.000 D_fake: 0.455 +(epoch: 66, iters: 9460, time: 0.306, data: 0.017) G_GAN: 2.735 G_L1: 5.263 D_real: 0.000 D_fake: 0.453 +(epoch: 66, iters: 9560, time: 0.293, data: 0.019) G_GAN: 2.563 G_L1: 4.573 D_real: 0.000 D_fake: 0.100 +(epoch: 66, iters: 9660, time: 0.299, data: 0.020) G_GAN: 3.829 G_L1: 3.751 D_real: 0.000 D_fake: 0.102 +(epoch: 66, iters: 9760, time: 0.427, data: 0.020) G_GAN: 2.443 G_L1: 3.925 D_real: 0.001 D_fake: 0.624 +(epoch: 66, iters: 9860, time: 0.306, data: 0.018) G_GAN: 2.758 G_L1: 5.872 D_real: 0.001 D_fake: 0.195 +(epoch: 66, iters: 9960, time: 0.293, data: 0.020) G_GAN: 3.744 G_L1: 3.796 D_real: 0.000 D_fake: 0.584 +(epoch: 66, iters: 10060, time: 0.302, data: 0.018) G_GAN: 3.469 G_L1: 4.121 D_real: 0.000 D_fake: 0.203 +(epoch: 66, iters: 10160, time: 0.398, data: 0.020) G_GAN: 3.189 G_L1: 4.646 D_real: 0.000 D_fake: 0.782 +(epoch: 66, iters: 10260, time: 0.297, data: 0.018) G_GAN: 2.021 G_L1: 4.606 D_real: 0.000 D_fake: 0.321 +(epoch: 66, iters: 10360, time: 0.298, data: 0.019) G_GAN: 3.008 G_L1: 8.080 D_real: 0.001 D_fake: 0.302 +(epoch: 66, iters: 10460, time: 0.298, data: 0.020) G_GAN: 1.510 G_L1: 5.335 D_real: 0.000 D_fake: 0.223 +(epoch: 66, iters: 10560, time: 0.410, data: 0.018) G_GAN: 1.955 G_L1: 4.500 D_real: 0.000 D_fake: 0.397 +(epoch: 66, iters: 10660, time: 0.298, data: 0.018) G_GAN: 3.078 G_L1: 4.731 D_real: 0.000 D_fake: 0.867 +(epoch: 66, iters: 10760, time: 0.290, data: 0.018) G_GAN: 3.460 G_L1: 4.403 D_real: 0.000 D_fake: 0.226 +(epoch: 66, iters: 10860, time: 0.301, data: 0.020) G_GAN: 3.187 G_L1: 3.990 D_real: 0.000 D_fake: 0.140 +(epoch: 66, iters: 10960, time: 0.555, data: 0.019) G_GAN: 2.681 G_L1: 4.292 D_real: 0.000 D_fake: 0.264 +(epoch: 66, iters: 11060, time: 0.296, data: 0.018) G_GAN: 2.692 G_L1: 5.250 D_real: 0.000 D_fake: 0.335 +(epoch: 66, iters: 11160, time: 0.298, data: 0.020) G_GAN: 3.194 G_L1: 8.630 D_real: 0.000 D_fake: 0.066 +(epoch: 66, iters: 11260, time: 0.309, data: 0.018) G_GAN: 2.780 G_L1: 4.248 D_real: 0.000 D_fake: 0.267 +(epoch: 66, iters: 11360, time: 0.426, data: 0.019) G_GAN: 5.221 G_L1: 5.435 D_real: 0.000 D_fake: 0.063 +(epoch: 66, iters: 11460, time: 0.300, data: 0.019) G_GAN: 3.097 G_L1: 6.376 D_real: 0.002 D_fake: 0.142 +(epoch: 66, iters: 11560, time: 0.299, data: 0.025) G_GAN: 2.665 G_L1: 4.255 D_real: 0.016 D_fake: 0.350 +(epoch: 66, iters: 11660, time: 0.302, data: 0.019) G_GAN: 2.908 G_L1: 5.934 D_real: 0.001 D_fake: 0.294 +(epoch: 66, iters: 11760, time: 0.415, data: 0.019) G_GAN: 3.593 G_L1: 8.263 D_real: 0.000 D_fake: 0.283 +(epoch: 66, iters: 11860, time: 0.287, data: 0.018) G_GAN: 5.035 G_L1: 11.988 D_real: 0.000 D_fake: 0.075 +(epoch: 66, iters: 11960, time: 0.297, data: 0.020) G_GAN: 3.189 G_L1: 4.388 D_real: 0.001 D_fake: 0.074 +(epoch: 66, iters: 12060, time: 0.297, data: 0.018) G_GAN: 2.235 G_L1: 3.935 D_real: 0.000 D_fake: 0.217 +(epoch: 66, iters: 12160, time: 0.427, data: 0.019) G_GAN: 3.995 G_L1: 11.880 D_real: 0.000 D_fake: 0.079 +(epoch: 66, iters: 12260, time: 0.306, data: 0.020) G_GAN: 2.248 G_L1: 5.906 D_real: 0.000 D_fake: 0.349 +(epoch: 66, iters: 12360, time: 0.298, data: 0.020) G_GAN: 5.764 G_L1: 10.321 D_real: 0.000 D_fake: 0.213 +(epoch: 66, iters: 12460, time: 0.295, data: 0.019) G_GAN: 3.798 G_L1: 4.227 D_real: 0.001 D_fake: 0.074 +(epoch: 66, iters: 12560, time: 0.419, data: 0.020) G_GAN: 2.047 G_L1: 4.235 D_real: 0.000 D_fake: 0.520 +(epoch: 66, iters: 12660, time: 0.304, data: 0.018) G_GAN: 3.523 G_L1: 10.392 D_real: 0.000 D_fake: 0.174 +(epoch: 66, iters: 12760, time: 0.307, data: 0.023) G_GAN: 2.425 G_L1: 4.234 D_real: 0.000 D_fake: 0.336 +(epoch: 66, iters: 12860, time: 0.306, data: 0.020) G_GAN: 3.477 G_L1: 4.967 D_real: 0.000 D_fake: 0.232 +(epoch: 66, iters: 12960, time: 0.591, data: 0.018) G_GAN: 2.028 G_L1: 3.665 D_real: 0.001 D_fake: 0.497 +(epoch: 66, iters: 13060, time: 0.299, data: 0.020) G_GAN: 3.190 G_L1: 6.554 D_real: 0.000 D_fake: 0.127 +(epoch: 66, iters: 13160, time: 0.293, data: 0.019) G_GAN: 3.210 G_L1: 5.253 D_real: 0.000 D_fake: 0.195 +(epoch: 66, iters: 13260, time: 0.306, data: 0.021) G_GAN: 2.726 G_L1: 3.523 D_real: 0.000 D_fake: 0.349 +(epoch: 66, iters: 13360, time: 0.416, data: 0.019) G_GAN: 2.003 G_L1: 4.615 D_real: 0.000 D_fake: 0.549 +(epoch: 66, iters: 13460, time: 0.298, data: 0.020) G_GAN: 2.546 G_L1: 4.500 D_real: 0.000 D_fake: 0.237 +(epoch: 66, iters: 13560, time: 0.307, data: 0.018) G_GAN: 1.710 G_L1: 4.110 D_real: 0.001 D_fake: 0.397 +(epoch: 66, iters: 13660, time: 0.290, data: 0.020) G_GAN: 2.272 G_L1: 7.939 D_real: 0.001 D_fake: 0.425 +(epoch: 66, iters: 13760, time: 0.386, data: 0.021) G_GAN: 2.511 G_L1: 4.329 D_real: 0.003 D_fake: 0.134 +(epoch: 66, iters: 13860, time: 0.297, data: 0.017) G_GAN: 3.574 G_L1: 4.657 D_real: 0.000 D_fake: 0.094 +(epoch: 66, iters: 13960, time: 0.298, data: 0.020) G_GAN: 1.918 G_L1: 4.673 D_real: 0.000 D_fake: 0.280 +(epoch: 66, iters: 14060, time: 0.290, data: 0.019) G_GAN: 2.853 G_L1: 4.262 D_real: 0.002 D_fake: 0.282 +(epoch: 66, iters: 14160, time: 0.396, data: 0.018) G_GAN: 2.642 G_L1: 4.270 D_real: 0.000 D_fake: 0.288 +(epoch: 66, iters: 14260, time: 0.299, data: 0.020) G_GAN: 2.791 G_L1: 4.454 D_real: 0.000 D_fake: 0.130 +(epoch: 66, iters: 14360, time: 0.299, data: 0.019) G_GAN: 2.085 G_L1: 3.596 D_real: 0.001 D_fake: 0.205 +(epoch: 66, iters: 14460, time: 0.280, data: 0.020) G_GAN: 1.655 G_L1: 4.031 D_real: 0.002 D_fake: 0.610 +(epoch: 66, iters: 14560, time: 0.428, data: 0.017) G_GAN: 3.383 G_L1: 5.630 D_real: 0.000 D_fake: 0.428 +(epoch: 66, iters: 14660, time: 0.293, data: 0.017) G_GAN: 2.788 G_L1: 4.798 D_real: 0.013 D_fake: 0.087 +(epoch: 66, iters: 14760, time: 0.296, data: 0.017) G_GAN: 2.994 G_L1: 4.870 D_real: 0.002 D_fake: 0.154 +(epoch: 66, iters: 14860, time: 0.301, data: 0.018) G_GAN: 3.601 G_L1: 5.201 D_real: 0.000 D_fake: 0.563 +(epoch: 66, iters: 14960, time: 0.583, data: 0.019) G_GAN: 1.296 G_L1: 2.921 D_real: 0.001 D_fake: 0.865 +(epoch: 66, iters: 15060, time: 0.300, data: 0.018) G_GAN: 3.689 G_L1: 6.657 D_real: 0.002 D_fake: 0.171 +(epoch: 66, iters: 15160, time: 0.293, data: 0.018) G_GAN: 2.343 G_L1: 4.084 D_real: 0.000 D_fake: 0.312 +(epoch: 66, iters: 15260, time: 0.293, data: 0.018) G_GAN: 2.731 G_L1: 4.600 D_real: 0.000 D_fake: 0.351 +(epoch: 66, iters: 15360, time: 0.422, data: 0.018) G_GAN: 2.661 G_L1: 5.921 D_real: 0.003 D_fake: 0.268 +(epoch: 66, iters: 15460, time: 0.298, data: 0.018) G_GAN: 2.259 G_L1: 3.957 D_real: 0.000 D_fake: 0.889 +(epoch: 66, iters: 15560, time: 0.284, data: 0.018) G_GAN: 1.599 G_L1: 4.997 D_real: 0.010 D_fake: 0.434 +(epoch: 66, iters: 15660, time: 0.300, data: 0.017) G_GAN: 1.354 G_L1: 4.101 D_real: 0.005 D_fake: 0.475 +(epoch: 66, iters: 15760, time: 0.427, data: 0.019) G_GAN: 1.840 G_L1: 4.933 D_real: 0.000 D_fake: 0.560 +(epoch: 66, iters: 15860, time: 0.286, data: 0.019) G_GAN: 3.280 G_L1: 6.701 D_real: 0.000 D_fake: 0.266 +(epoch: 66, iters: 15960, time: 0.293, data: 0.021) G_GAN: 2.533 G_L1: 3.889 D_real: 0.000 D_fake: 0.814 +(epoch: 66, iters: 16060, time: 0.302, data: 0.021) G_GAN: 1.970 G_L1: 8.766 D_real: 0.000 D_fake: 0.229 +(epoch: 66, iters: 16160, time: 0.425, data: 0.018) G_GAN: 1.350 G_L1: 6.410 D_real: 0.000 D_fake: 0.894 +(epoch: 66, iters: 16260, time: 0.301, data: 0.017) G_GAN: 2.948 G_L1: 6.683 D_real: 0.000 D_fake: 0.206 +(epoch: 66, iters: 16360, time: 0.292, data: 0.018) G_GAN: 2.395 G_L1: 3.774 D_real: 0.000 D_fake: 0.294 +(epoch: 66, iters: 16460, time: 0.301, data: 0.017) G_GAN: 1.633 G_L1: 4.756 D_real: 0.000 D_fake: 1.137 +(epoch: 66, iters: 16560, time: 0.387, data: 0.018) G_GAN: 2.178 G_L1: 4.085 D_real: 0.000 D_fake: 0.528 +(epoch: 66, iters: 16660, time: 0.292, data: 0.016) G_GAN: 2.423 G_L1: 5.811 D_real: 0.005 D_fake: 0.195 +(epoch: 66, iters: 16760, time: 0.293, data: 0.017) G_GAN: 2.238 G_L1: 4.336 D_real: 0.002 D_fake: 0.276 +(epoch: 66, iters: 16860, time: 0.301, data: 0.017) G_GAN: 1.651 G_L1: 4.848 D_real: 0.000 D_fake: 1.062 +(epoch: 66, iters: 16960, time: 0.609, data: 0.018) G_GAN: 2.608 G_L1: 5.839 D_real: 0.000 D_fake: 0.186 +(epoch: 66, iters: 17060, time: 0.293, data: 0.018) G_GAN: 1.481 G_L1: 4.431 D_real: 0.000 D_fake: 0.544 +(epoch: 66, iters: 17160, time: 0.300, data: 0.017) G_GAN: 1.895 G_L1: 6.058 D_real: 0.000 D_fake: 0.301 +(epoch: 66, iters: 17260, time: 0.296, data: 0.018) G_GAN: 1.260 G_L1: 3.785 D_real: 0.000 D_fake: 0.617 +(epoch: 66, iters: 17360, time: 0.417, data: 0.018) G_GAN: 2.091 G_L1: 5.140 D_real: 0.000 D_fake: 0.338 +(epoch: 66, iters: 17460, time: 0.287, data: 0.018) G_GAN: 2.206 G_L1: 4.411 D_real: 0.000 D_fake: 0.520 +(epoch: 66, iters: 17560, time: 0.296, data: 0.018) G_GAN: 2.184 G_L1: 4.738 D_real: 0.000 D_fake: 0.358 +(epoch: 66, iters: 17660, time: 0.278, data: 0.019) G_GAN: 2.273 G_L1: 4.945 D_real: 0.000 D_fake: 0.396 +(epoch: 66, iters: 17760, time: 0.425, data: 0.016) G_GAN: 1.411 G_L1: 3.982 D_real: 0.000 D_fake: 0.646 +(epoch: 66, iters: 17860, time: 0.292, data: 0.029) G_GAN: 2.256 G_L1: 4.572 D_real: 0.003 D_fake: 0.287 +(epoch: 66, iters: 17960, time: 0.298, data: 0.019) G_GAN: 1.265 G_L1: 4.683 D_real: 0.002 D_fake: 0.751 +(epoch: 66, iters: 18060, time: 0.296, data: 0.019) G_GAN: 3.100 G_L1: 5.500 D_real: 0.000 D_fake: 0.356 +(epoch: 66, iters: 18160, time: 0.407, data: 0.018) G_GAN: 2.396 G_L1: 4.613 D_real: 0.000 D_fake: 0.404 +(epoch: 66, iters: 18260, time: 0.297, data: 0.018) G_GAN: 3.255 G_L1: 12.470 D_real: 0.000 D_fake: 0.262 +(epoch: 66, iters: 18360, time: 0.303, data: 0.017) G_GAN: 3.116 G_L1: 6.487 D_real: 0.002 D_fake: 0.230 +(epoch: 66, iters: 18460, time: 0.296, data: 0.018) G_GAN: 2.527 G_L1: 9.026 D_real: 0.002 D_fake: 0.627 +(epoch: 66, iters: 18560, time: 0.406, data: 0.020) G_GAN: 1.584 G_L1: 4.022 D_real: 0.004 D_fake: 0.486 +(epoch: 66, iters: 18660, time: 0.289, data: 0.017) G_GAN: 1.625 G_L1: 3.883 D_real: 0.000 D_fake: 0.544 +(epoch: 66, iters: 18760, time: 0.295, data: 0.018) G_GAN: 2.403 G_L1: 7.468 D_real: 0.000 D_fake: 0.928 +(epoch: 66, iters: 18860, time: 0.301, data: 0.018) G_GAN: 2.012 G_L1: 4.898 D_real: 0.001 D_fake: 0.921 +(epoch: 66, iters: 18960, time: 0.591, data: 0.019) G_GAN: 1.961 G_L1: 4.905 D_real: 0.000 D_fake: 0.538 +(epoch: 66, iters: 19060, time: 0.301, data: 0.020) G_GAN: 2.050 G_L1: 6.124 D_real: 0.009 D_fake: 0.838 +(epoch: 66, iters: 19160, time: 0.302, data: 0.020) G_GAN: 0.981 G_L1: 4.500 D_real: 0.001 D_fake: 1.660 +(epoch: 66, iters: 19260, time: 0.285, data: 0.020) G_GAN: 2.552 G_L1: 5.173 D_real: 0.016 D_fake: 0.477 +(epoch: 66, iters: 19360, time: 0.390, data: 0.017) G_GAN: 1.826 G_L1: 4.780 D_real: 0.000 D_fake: 0.280 +(epoch: 66, iters: 19460, time: 0.304, data: 0.018) G_GAN: 2.681 G_L1: 6.660 D_real: 0.003 D_fake: 0.256 +(epoch: 66, iters: 19560, time: 0.299, data: 0.021) G_GAN: 1.849 G_L1: 5.709 D_real: 0.013 D_fake: 0.871 +(epoch: 66, iters: 19660, time: 0.305, data: 0.018) G_GAN: 2.018 G_L1: 4.195 D_real: 0.114 D_fake: 0.329 +(epoch: 66, iters: 19760, time: 0.431, data: 0.020) G_GAN: 1.710 G_L1: 6.334 D_real: 0.000 D_fake: 0.459 +(epoch: 66, iters: 19860, time: 0.294, data: 0.022) G_GAN: 1.635 G_L1: 4.404 D_real: 0.000 D_fake: 0.436 +(epoch: 66, iters: 19960, time: 0.299, data: 0.017) G_GAN: 1.492 G_L1: 5.415 D_real: 0.000 D_fake: 0.599 +(epoch: 66, iters: 20060, time: 0.296, data: 0.018) G_GAN: 2.381 G_L1: 5.629 D_real: 0.000 D_fake: 0.413 +(epoch: 66, iters: 20160, time: 0.405, data: 0.020) G_GAN: 1.956 G_L1: 4.824 D_real: 0.000 D_fake: 0.411 +(epoch: 66, iters: 20260, time: 0.297, data: 0.018) G_GAN: 1.784 G_L1: 3.753 D_real: 0.000 D_fake: 0.302 +(epoch: 66, iters: 20360, time: 0.297, data: 0.017) G_GAN: 1.620 G_L1: 4.909 D_real: 0.000 D_fake: 0.540 +(epoch: 66, iters: 20460, time: 0.303, data: 0.019) G_GAN: 2.921 G_L1: 13.128 D_real: 0.005 D_fake: 0.241 +(epoch: 66, iters: 20560, time: 0.423, data: 0.018) G_GAN: 2.445 G_L1: 4.587 D_real: 0.001 D_fake: 0.251 +(epoch: 66, iters: 20660, time: 0.301, data: 0.019) G_GAN: 2.580 G_L1: 5.383 D_real: 0.000 D_fake: 0.115 +(epoch: 66, iters: 20760, time: 0.302, data: 0.019) G_GAN: 1.756 G_L1: 5.707 D_real: 0.000 D_fake: 0.388 +(epoch: 66, iters: 20860, time: 0.306, data: 0.019) G_GAN: 2.514 G_L1: 6.502 D_real: 0.000 D_fake: 0.692 +(epoch: 66, iters: 20960, time: 0.597, data: 0.020) G_GAN: 1.055 G_L1: 4.036 D_real: 0.000 D_fake: 0.995 +(epoch: 66, iters: 21060, time: 0.294, data: 0.017) G_GAN: 1.611 G_L1: 5.555 D_real: 0.000 D_fake: 0.567 +(epoch: 66, iters: 21160, time: 0.283, data: 0.018) G_GAN: 1.957 G_L1: 5.322 D_real: 0.000 D_fake: 0.440 +(epoch: 66, iters: 21260, time: 0.299, data: 0.018) G_GAN: 2.932 G_L1: 4.633 D_real: 0.001 D_fake: 0.209 +(epoch: 66, iters: 21360, time: 0.431, data: 0.019) G_GAN: 2.639 G_L1: 6.236 D_real: 0.008 D_fake: 0.391 +(epoch: 66, iters: 21460, time: 0.289, data: 0.018) G_GAN: 1.694 G_L1: 5.320 D_real: 0.032 D_fake: 0.513 +(epoch: 66, iters: 21560, time: 0.304, data: 0.016) G_GAN: 1.602 G_L1: 5.219 D_real: 0.000 D_fake: 0.687 +(epoch: 66, iters: 21660, time: 0.305, data: 0.022) G_GAN: 1.471 G_L1: 4.975 D_real: 0.000 D_fake: 0.567 +(epoch: 66, iters: 21760, time: 0.384, data: 0.019) G_GAN: 1.379 G_L1: 3.800 D_real: 0.000 D_fake: 0.714 +(epoch: 66, iters: 21860, time: 0.303, data: 0.017) G_GAN: 2.336 G_L1: 4.040 D_real: 0.000 D_fake: 0.290 +(epoch: 66, iters: 21960, time: 0.310, data: 0.023) G_GAN: 1.630 G_L1: 4.201 D_real: 0.002 D_fake: 0.468 +(epoch: 66, iters: 22060, time: 0.304, data: 0.023) G_GAN: 2.340 G_L1: 4.688 D_real: 0.001 D_fake: 0.551 +(epoch: 66, iters: 22160, time: 0.416, data: 0.019) G_GAN: 2.160 G_L1: 5.213 D_real: 0.001 D_fake: 0.340 +(epoch: 66, iters: 22260, time: 0.297, data: 0.020) G_GAN: 1.663 G_L1: 4.156 D_real: 0.000 D_fake: 0.174 +(epoch: 66, iters: 22360, time: 0.302, data: 0.018) G_GAN: 1.843 G_L1: 4.781 D_real: 0.000 D_fake: 0.461 +(epoch: 66, iters: 22460, time: 0.292, data: 0.020) G_GAN: 1.481 G_L1: 4.202 D_real: 0.000 D_fake: 0.632 +(epoch: 66, iters: 22560, time: 0.411, data: 0.018) G_GAN: 1.319 G_L1: 4.478 D_real: 0.000 D_fake: 0.304 +(epoch: 66, iters: 22660, time: 0.298, data: 0.018) G_GAN: 1.392 G_L1: 4.610 D_real: 0.000 D_fake: 0.489 +(epoch: 66, iters: 22760, time: 0.287, data: 0.018) G_GAN: 2.746 G_L1: 5.787 D_real: 0.000 D_fake: 0.235 +(epoch: 66, iters: 22860, time: 0.303, data: 0.015) G_GAN: 1.571 G_L1: 4.836 D_real: 0.001 D_fake: 0.654 +(epoch: 66, iters: 22960, time: 0.595, data: 0.019) G_GAN: 1.586 G_L1: 5.919 D_real: 0.000 D_fake: 0.666 +(epoch: 66, iters: 23060, time: 0.298, data: 0.022) G_GAN: 1.518 G_L1: 3.871 D_real: 0.000 D_fake: 0.423 +(epoch: 66, iters: 23160, time: 0.298, data: 0.018) G_GAN: 1.911 G_L1: 5.737 D_real: 0.000 D_fake: 0.562 +(epoch: 66, iters: 23260, time: 0.301, data: 0.019) G_GAN: 2.157 G_L1: 11.750 D_real: 0.000 D_fake: 0.328 +(epoch: 66, iters: 23360, time: 0.382, data: 0.020) G_GAN: 2.993 G_L1: 5.598 D_real: 0.002 D_fake: 0.301 +(epoch: 66, iters: 23460, time: 0.304, data: 0.020) G_GAN: 1.300 G_L1: 4.106 D_real: 0.000 D_fake: 0.994 +(epoch: 66, iters: 23560, time: 0.302, data: 0.018) G_GAN: 1.568 G_L1: 3.986 D_real: 0.001 D_fake: 0.621 +(epoch: 66, iters: 23660, time: 0.302, data: 0.024) G_GAN: 2.073 G_L1: 5.012 D_real: 0.000 D_fake: 0.641 +(epoch: 66, iters: 23760, time: 0.404, data: 0.019) G_GAN: 2.079 G_L1: 4.779 D_real: 0.000 D_fake: 0.374 +(epoch: 66, iters: 23860, time: 0.304, data: 0.018) G_GAN: 1.294 G_L1: 3.220 D_real: 0.002 D_fake: 0.573 +(epoch: 66, iters: 23960, time: 0.296, data: 0.018) G_GAN: 2.621 G_L1: 4.646 D_real: 0.015 D_fake: 0.166 +(epoch: 66, iters: 24060, time: 0.296, data: 0.019) G_GAN: 2.729 G_L1: 7.651 D_real: 0.001 D_fake: 0.367 +(epoch: 66, iters: 24160, time: 0.416, data: 0.023) G_GAN: 1.347 G_L1: 6.196 D_real: 0.000 D_fake: 0.536 +(epoch: 66, iters: 24260, time: 0.295, data: 0.023) G_GAN: 1.324 G_L1: 4.859 D_real: 0.000 D_fake: 0.537 +(epoch: 66, iters: 24360, time: 0.287, data: 0.019) G_GAN: 1.543 G_L1: 4.439 D_real: 0.000 D_fake: 0.793 +(epoch: 66, iters: 24460, time: 0.290, data: 0.018) G_GAN: 1.956 G_L1: 7.909 D_real: 0.000 D_fake: 0.322 +(epoch: 66, iters: 24560, time: 0.389, data: 0.019) G_GAN: 1.598 G_L1: 5.043 D_real: 0.000 D_fake: 0.498 +(epoch: 66, iters: 24660, time: 0.290, data: 0.017) G_GAN: 1.939 G_L1: 9.460 D_real: 0.000 D_fake: 0.337 +(epoch: 66, iters: 24760, time: 0.289, data: 0.018) G_GAN: 2.311 G_L1: 4.233 D_real: 0.000 D_fake: 0.215 +(epoch: 66, iters: 24860, time: 0.299, data: 0.018) G_GAN: 1.025 G_L1: 3.417 D_real: 0.000 D_fake: 0.695 +(epoch: 66, iters: 24960, time: 0.598, data: 0.018) G_GAN: 1.191 G_L1: 4.992 D_real: 0.001 D_fake: 0.869 +(epoch: 66, iters: 25060, time: 0.294, data: 0.019) G_GAN: 1.392 G_L1: 3.178 D_real: 0.000 D_fake: 0.794 +(epoch: 66, iters: 25160, time: 0.292, data: 0.021) G_GAN: 1.549 G_L1: 4.107 D_real: 0.001 D_fake: 0.446 +(epoch: 66, iters: 25260, time: 0.295, data: 0.019) G_GAN: 1.803 G_L1: 5.311 D_real: 0.000 D_fake: 0.461 +(epoch: 66, iters: 25360, time: 0.422, data: 0.018) G_GAN: 1.744 G_L1: 4.946 D_real: 0.018 D_fake: 0.540 +(epoch: 66, iters: 25460, time: 0.293, data: 0.018) G_GAN: 1.239 G_L1: 3.532 D_real: 0.000 D_fake: 0.873 +(epoch: 66, iters: 25560, time: 0.298, data: 0.018) G_GAN: 1.884 G_L1: 5.988 D_real: 0.000 D_fake: 0.449 +(epoch: 66, iters: 25660, time: 0.267, data: 0.018) G_GAN: 1.712 G_L1: 5.873 D_real: 0.000 D_fake: 0.268 +(epoch: 66, iters: 25760, time: 0.404, data: 0.015) G_GAN: 1.240 G_L1: 3.758 D_real: 0.000 D_fake: 0.700 +(epoch: 66, iters: 25860, time: 0.284, data: 0.015) G_GAN: 2.042 G_L1: 4.946 D_real: 0.000 D_fake: 0.265 +(epoch: 66, iters: 25960, time: 0.283, data: 0.016) G_GAN: 2.794 G_L1: 5.007 D_real: 0.000 D_fake: 0.395 +(epoch: 66, iters: 26060, time: 0.302, data: 0.021) G_GAN: 1.290 G_L1: 4.540 D_real: 0.000 D_fake: 0.577 +(epoch: 66, iters: 26160, time: 0.410, data: 0.020) G_GAN: 1.359 G_L1: 4.726 D_real: 0.013 D_fake: 0.909 +(epoch: 66, iters: 26260, time: 0.284, data: 0.019) G_GAN: 2.483 G_L1: 7.550 D_real: 0.000 D_fake: 0.455 +(epoch: 66, iters: 26360, time: 0.267, data: 0.019) G_GAN: 1.755 G_L1: 5.184 D_real: 0.001 D_fake: 0.330 +(epoch: 66, iters: 26460, time: 0.284, data: 0.014) G_GAN: 2.279 G_L1: 6.405 D_real: 0.000 D_fake: 0.434 +(epoch: 66, iters: 26560, time: 0.406, data: 0.017) G_GAN: 1.622 G_L1: 3.971 D_real: 0.000 D_fake: 0.443 +(epoch: 66, iters: 26660, time: 0.299, data: 0.019) G_GAN: 1.743 G_L1: 3.359 D_real: 0.005 D_fake: 0.387 +(epoch: 66, iters: 26760, time: 0.289, data: 0.019) G_GAN: 3.939 G_L1: 6.724 D_real: 0.011 D_fake: 0.062 +(epoch: 66, iters: 26860, time: 0.299, data: 0.019) G_GAN: 1.217 G_L1: 4.204 D_real: 0.000 D_fake: 0.770 +(epoch: 66, iters: 26960, time: 0.535, data: 0.018) G_GAN: 1.772 G_L1: 5.125 D_real: 0.000 D_fake: 0.476 +(epoch: 66, iters: 27060, time: 0.283, data: 0.021) G_GAN: 1.805 G_L1: 7.385 D_real: 0.000 D_fake: 1.062 +(epoch: 66, iters: 27160, time: 0.300, data: 0.015) G_GAN: 1.708 G_L1: 5.321 D_real: 0.000 D_fake: 0.499 +(epoch: 66, iters: 27260, time: 0.292, data: 0.021) G_GAN: 0.937 G_L1: 4.574 D_real: 0.000 D_fake: 0.940 +(epoch: 66, iters: 27360, time: 0.399, data: 0.017) G_GAN: 1.775 G_L1: 5.776 D_real: 0.000 D_fake: 0.310 +(epoch: 66, iters: 27460, time: 0.289, data: 0.018) G_GAN: 1.715 G_L1: 5.337 D_real: 0.001 D_fake: 0.274 +(epoch: 66, iters: 27560, time: 0.296, data: 0.016) G_GAN: 1.551 G_L1: 3.172 D_real: 0.005 D_fake: 0.530 +(epoch: 66, iters: 27660, time: 0.276, data: 0.018) G_GAN: 1.105 G_L1: 5.226 D_real: 0.000 D_fake: 0.809 +(epoch: 66, iters: 27760, time: 0.412, data: 0.017) G_GAN: 1.991 G_L1: 5.475 D_real: 0.000 D_fake: 0.388 +(epoch: 66, iters: 27860, time: 0.283, data: 0.018) G_GAN: 1.355 G_L1: 5.639 D_real: 0.000 D_fake: 0.936 +(epoch: 66, iters: 27960, time: 0.279, data: 0.017) G_GAN: 2.326 G_L1: 4.286 D_real: 0.000 D_fake: 0.189 +(epoch: 66, iters: 28060, time: 0.287, data: 0.016) G_GAN: 3.974 G_L1: 5.825 D_real: 0.002 D_fake: 0.061 +(epoch: 66, iters: 28160, time: 0.385, data: 0.018) G_GAN: 1.408 G_L1: 4.640 D_real: 0.001 D_fake: 0.477 +(epoch: 66, iters: 28260, time: 0.297, data: 0.018) G_GAN: 2.771 G_L1: 5.116 D_real: 0.006 D_fake: 0.301 +(epoch: 66, iters: 28360, time: 0.289, data: 0.017) G_GAN: 1.877 G_L1: 6.006 D_real: 0.001 D_fake: 0.364 +(epoch: 66, iters: 28460, time: 0.300, data: 0.017) G_GAN: 1.949 G_L1: 4.750 D_real: 0.001 D_fake: 0.347 +(epoch: 66, iters: 28560, time: 0.422, data: 0.019) G_GAN: 1.862 G_L1: 4.042 D_real: 0.001 D_fake: 0.408 +(epoch: 66, iters: 28660, time: 0.291, data: 0.019) G_GAN: 1.226 G_L1: 4.752 D_real: 0.017 D_fake: 0.543 +(epoch: 66, iters: 28760, time: 0.297, data: 0.020) G_GAN: 2.219 G_L1: 6.878 D_real: 0.040 D_fake: 0.597 +(epoch: 66, iters: 28860, time: 0.302, data: 0.018) G_GAN: 1.275 G_L1: 3.983 D_real: 0.014 D_fake: 0.634 +(epoch: 66, iters: 28960, time: 0.612, data: 0.019) G_GAN: 1.687 G_L1: 5.994 D_real: 0.000 D_fake: 0.354 +(epoch: 66, iters: 29060, time: 0.281, data: 0.019) G_GAN: 1.503 G_L1: 4.494 D_real: 0.000 D_fake: 0.569 +(epoch: 66, iters: 29160, time: 0.298, data: 0.016) G_GAN: 1.460 G_L1: 5.389 D_real: 0.001 D_fake: 0.433 +(epoch: 66, iters: 29260, time: 0.292, data: 0.018) G_GAN: 1.994 G_L1: 4.136 D_real: 0.000 D_fake: 0.656 +(epoch: 66, iters: 29360, time: 0.399, data: 0.018) G_GAN: 1.951 G_L1: 4.611 D_real: 0.017 D_fake: 0.291 +(epoch: 66, iters: 29460, time: 0.296, data: 0.020) G_GAN: 2.057 G_L1: 5.727 D_real: 0.000 D_fake: 0.324 +(epoch: 66, iters: 29560, time: 0.303, data: 0.020) G_GAN: 1.758 G_L1: 4.701 D_real: 0.002 D_fake: 0.410 +(epoch: 66, iters: 29660, time: 0.295, data: 0.022) G_GAN: 1.733 G_L1: 6.578 D_real: 0.002 D_fake: 0.401 +(epoch: 66, iters: 29760, time: 0.408, data: 0.018) G_GAN: 1.331 G_L1: 3.862 D_real: 0.002 D_fake: 0.655 +(epoch: 66, iters: 29860, time: 0.282, data: 0.020) G_GAN: 1.768 G_L1: 4.494 D_real: 0.000 D_fake: 1.073 +(epoch: 66, iters: 29960, time: 0.296, data: 0.017) G_GAN: 1.555 G_L1: 4.875 D_real: 0.000 D_fake: 0.660 +(epoch: 66, iters: 30060, time: 0.293, data: 0.018) G_GAN: 1.923 G_L1: 4.754 D_real: 0.002 D_fake: 0.431 +(epoch: 66, iters: 30160, time: 0.422, data: 0.018) G_GAN: 1.859 G_L1: 5.738 D_real: 0.001 D_fake: 0.390 +(epoch: 66, iters: 30260, time: 0.287, data: 0.018) G_GAN: 2.239 G_L1: 5.434 D_real: 0.000 D_fake: 0.387 +(epoch: 66, iters: 30360, time: 0.300, data: 0.018) G_GAN: 1.373 G_L1: 5.221 D_real: 0.000 D_fake: 1.000 +(epoch: 66, iters: 30460, time: 0.285, data: 0.019) G_GAN: 1.034 G_L1: 4.044 D_real: 0.001 D_fake: 0.642 +(epoch: 66, iters: 30560, time: 0.423, data: 0.018) G_GAN: 0.847 G_L1: 4.537 D_real: 0.000 D_fake: 0.637 +(epoch: 66, iters: 30660, time: 0.292, data: 0.019) G_GAN: 1.300 G_L1: 5.214 D_real: 0.004 D_fake: 0.389 +(epoch: 66, iters: 30760, time: 0.295, data: 0.019) G_GAN: 1.382 G_L1: 4.484 D_real: 0.000 D_fake: 0.603 +(epoch: 66, iters: 30860, time: 0.298, data: 0.017) G_GAN: 1.424 G_L1: 5.111 D_real: 0.003 D_fake: 0.427 +(epoch: 66, iters: 30960, time: 0.597, data: 0.021) G_GAN: 1.097 G_L1: 3.229 D_real: 0.004 D_fake: 0.801 +(epoch: 66, iters: 31060, time: 0.306, data: 0.023) G_GAN: 1.596 G_L1: 4.593 D_real: 0.001 D_fake: 0.500 +(epoch: 66, iters: 31160, time: 0.294, data: 0.024) G_GAN: 2.205 G_L1: 5.238 D_real: 0.000 D_fake: 0.254 +(epoch: 66, iters: 31260, time: 0.296, data: 0.019) G_GAN: 1.044 G_L1: 3.825 D_real: 0.002 D_fake: 0.810 +(epoch: 66, iters: 31360, time: 0.416, data: 0.021) G_GAN: 1.653 G_L1: 4.036 D_real: 0.000 D_fake: 0.427 +(epoch: 66, iters: 31460, time: 0.306, data: 0.018) G_GAN: 1.560 G_L1: 4.612 D_real: 0.001 D_fake: 0.359 +(epoch: 66, iters: 31560, time: 0.310, data: 0.018) G_GAN: 1.733 G_L1: 6.022 D_real: 0.000 D_fake: 0.322 +(epoch: 66, iters: 31660, time: 0.301, data: 0.019) G_GAN: 1.803 G_L1: 5.505 D_real: 0.000 D_fake: 0.313 +(epoch: 66, iters: 31760, time: 0.402, data: 0.019) G_GAN: 1.778 G_L1: 4.644 D_real: 0.000 D_fake: 0.420 +(epoch: 66, iters: 31860, time: 0.300, data: 0.017) G_GAN: 1.785 G_L1: 5.602 D_real: 0.001 D_fake: 0.531 +(epoch: 66, iters: 31960, time: 0.299, data: 0.019) G_GAN: 1.425 G_L1: 5.608 D_real: 0.000 D_fake: 0.567 +(epoch: 66, iters: 32060, time: 0.301, data: 0.020) G_GAN: 1.373 G_L1: 4.198 D_real: 0.001 D_fake: 0.681 +(epoch: 66, iters: 32160, time: 0.414, data: 0.020) G_GAN: 1.076 G_L1: 4.465 D_real: 0.001 D_fake: 0.851 +(epoch: 66, iters: 32260, time: 0.298, data: 0.018) G_GAN: 2.260 G_L1: 4.987 D_real: 0.007 D_fake: 0.197 +(epoch: 66, iters: 32360, time: 0.301, data: 0.019) G_GAN: 1.780 G_L1: 4.187 D_real: 0.000 D_fake: 0.192 +(epoch: 66, iters: 32460, time: 0.291, data: 0.017) G_GAN: 1.370 G_L1: 3.808 D_real: 0.018 D_fake: 0.412 +(epoch: 66, iters: 32560, time: 0.421, data: 0.017) G_GAN: 1.053 G_L1: 4.384 D_real: 0.001 D_fake: 1.242 +(epoch: 66, iters: 32660, time: 0.288, data: 0.018) G_GAN: 1.661 G_L1: 5.195 D_real: 0.000 D_fake: 0.442 +(epoch: 66, iters: 32760, time: 0.306, data: 0.019) G_GAN: 0.898 G_L1: 5.467 D_real: 0.000 D_fake: 1.046 +(epoch: 66, iters: 32860, time: 0.301, data: 0.019) G_GAN: 1.318 G_L1: 4.189 D_real: 0.000 D_fake: 0.507 +(epoch: 66, iters: 32960, time: 0.590, data: 0.021) G_GAN: 2.247 G_L1: 3.854 D_real: 0.000 D_fake: 0.206 +(epoch: 66, iters: 33060, time: 0.301, data: 0.019) G_GAN: 1.568 G_L1: 5.003 D_real: 0.000 D_fake: 0.389 +(epoch: 66, iters: 33160, time: 0.302, data: 0.019) G_GAN: 1.822 G_L1: 5.815 D_real: 0.000 D_fake: 0.512 +(epoch: 66, iters: 33260, time: 0.294, data: 0.020) G_GAN: 1.776 G_L1: 4.462 D_real: 0.001 D_fake: 0.733 +(epoch: 66, iters: 33360, time: 0.420, data: 0.019) G_GAN: 2.412 G_L1: 4.751 D_real: 0.002 D_fake: 0.428 +(epoch: 66, iters: 33460, time: 0.270, data: 0.020) G_GAN: 1.164 G_L1: 3.292 D_real: 0.001 D_fake: 0.534 +(epoch: 66, iters: 33560, time: 0.289, data: 0.016) G_GAN: 1.828 G_L1: 5.868 D_real: 0.000 D_fake: 0.446 +(epoch: 66, iters: 33660, time: 0.275, data: 0.018) G_GAN: 1.792 G_L1: 3.890 D_real: 0.002 D_fake: 0.522 +(epoch: 66, iters: 33760, time: 0.386, data: 0.015) G_GAN: 1.507 G_L1: 3.583 D_real: 0.004 D_fake: 0.700 +(epoch: 66, iters: 33860, time: 0.277, data: 0.018) G_GAN: 1.205 G_L1: 4.892 D_real: 0.000 D_fake: 0.750 +(epoch: 66, iters: 33960, time: 0.302, data: 0.017) G_GAN: 1.025 G_L1: 4.285 D_real: 0.000 D_fake: 0.806 +(epoch: 66, iters: 34060, time: 0.303, data: 0.019) G_GAN: 1.321 G_L1: 4.409 D_real: 0.000 D_fake: 0.314 +(epoch: 66, iters: 34160, time: 0.407, data: 0.020) G_GAN: 1.591 G_L1: 4.208 D_real: 0.002 D_fake: 0.497 +(epoch: 66, iters: 34260, time: 0.297, data: 0.020) G_GAN: 1.884 G_L1: 4.705 D_real: 0.000 D_fake: 0.424 +(epoch: 66, iters: 34360, time: 0.293, data: 0.018) G_GAN: 1.736 G_L1: 4.901 D_real: 0.002 D_fake: 0.418 +(epoch: 66, iters: 34460, time: 0.302, data: 0.018) G_GAN: 1.755 G_L1: 7.332 D_real: 0.000 D_fake: 0.386 +(epoch: 66, iters: 34560, time: 0.405, data: 0.017) G_GAN: 1.542 G_L1: 5.349 D_real: 0.000 D_fake: 1.004 +(epoch: 66, iters: 34660, time: 0.300, data: 0.019) G_GAN: 2.116 G_L1: 5.213 D_real: 0.003 D_fake: 0.329 +(epoch: 66, iters: 34760, time: 0.301, data: 0.020) G_GAN: 2.925 G_L1: 6.419 D_real: 0.000 D_fake: 0.235 +(epoch: 66, iters: 34860, time: 0.294, data: 0.022) G_GAN: 0.982 G_L1: 4.315 D_real: 0.000 D_fake: 0.646 +(epoch: 66, iters: 34960, time: 0.654, data: 0.019) G_GAN: 1.423 G_L1: 3.774 D_real: 0.002 D_fake: 0.431 +(epoch: 66, iters: 35060, time: 0.304, data: 0.022) G_GAN: 2.262 G_L1: 5.512 D_real: 0.000 D_fake: 0.263 +(epoch: 66, iters: 35160, time: 0.297, data: 0.018) G_GAN: 0.876 G_L1: 4.882 D_real: 0.000 D_fake: 1.005 +(epoch: 66, iters: 35260, time: 0.293, data: 0.020) G_GAN: 2.079 G_L1: 5.346 D_real: 0.009 D_fake: 0.464 +(epoch: 66, iters: 35360, time: 0.423, data: 0.021) G_GAN: 1.389 G_L1: 4.703 D_real: 0.006 D_fake: 0.502 +(epoch: 66, iters: 35460, time: 0.300, data: 0.019) G_GAN: 1.962 G_L1: 5.402 D_real: 0.002 D_fake: 0.405 +(epoch: 66, iters: 35560, time: 0.303, data: 0.018) G_GAN: 2.148 G_L1: 5.529 D_real: 0.001 D_fake: 0.308 +(epoch: 66, iters: 35660, time: 0.297, data: 0.020) G_GAN: 1.411 G_L1: 4.405 D_real: 0.000 D_fake: 0.713 +(epoch: 66, iters: 35760, time: 0.401, data: 0.018) G_GAN: 2.076 G_L1: 4.306 D_real: 0.002 D_fake: 0.624 +(epoch: 66, iters: 35860, time: 0.297, data: 0.020) G_GAN: 1.998 G_L1: 6.838 D_real: 0.004 D_fake: 0.721 +(epoch: 66, iters: 35960, time: 0.285, data: 0.019) G_GAN: 1.173 G_L1: 4.591 D_real: 0.000 D_fake: 0.742 +(epoch: 66, iters: 36060, time: 0.302, data: 0.017) G_GAN: 1.796 G_L1: 6.295 D_real: 0.049 D_fake: 0.378 +(epoch: 66, iters: 36160, time: 0.402, data: 0.019) G_GAN: 2.697 G_L1: 5.702 D_real: 0.000 D_fake: 0.545 +(epoch: 66, iters: 36260, time: 0.303, data: 0.018) G_GAN: 1.176 G_L1: 4.019 D_real: 0.000 D_fake: 0.342 +(epoch: 66, iters: 36360, time: 0.304, data: 0.021) G_GAN: 1.407 G_L1: 3.864 D_real: 0.000 D_fake: 0.509 +(epoch: 66, iters: 36460, time: 0.304, data: 0.020) G_GAN: 0.725 G_L1: 3.698 D_real: 0.000 D_fake: 1.768 +(epoch: 66, iters: 36560, time: 0.419, data: 0.018) G_GAN: 1.179 G_L1: 3.434 D_real: 0.003 D_fake: 0.454 +(epoch: 66, iters: 36660, time: 0.301, data: 0.019) G_GAN: 1.260 G_L1: 4.036 D_real: 0.000 D_fake: 0.500 +(epoch: 66, iters: 36760, time: 0.302, data: 0.023) G_GAN: 1.445 G_L1: 5.312 D_real: 0.001 D_fake: 0.460 +(epoch: 66, iters: 36860, time: 0.300, data: 0.021) G_GAN: 1.288 G_L1: 3.402 D_real: 0.001 D_fake: 0.423 +(epoch: 66, iters: 36960, time: 0.552, data: 0.019) G_GAN: 1.332 G_L1: 4.128 D_real: 0.008 D_fake: 0.322 +(epoch: 66, iters: 37060, time: 0.292, data: 0.019) G_GAN: 0.904 G_L1: 4.317 D_real: 0.001 D_fake: 0.670 +(epoch: 66, iters: 37160, time: 0.291, data: 0.017) G_GAN: 1.539 G_L1: 5.589 D_real: 0.000 D_fake: 0.515 +(epoch: 66, iters: 37260, time: 0.296, data: 0.023) G_GAN: 0.981 G_L1: 3.758 D_real: 0.001 D_fake: 0.908 +(epoch: 66, iters: 37360, time: 0.417, data: 0.018) G_GAN: 2.363 G_L1: 6.931 D_real: 0.004 D_fake: 0.221 +(epoch: 66, iters: 37460, time: 0.295, data: 0.022) G_GAN: 2.317 G_L1: 5.367 D_real: 0.006 D_fake: 0.432 +(epoch: 66, iters: 37560, time: 0.305, data: 0.017) G_GAN: 1.898 G_L1: 5.308 D_real: 0.002 D_fake: 0.336 +(epoch: 66, iters: 37660, time: 0.292, data: 0.018) G_GAN: 1.247 G_L1: 5.254 D_real: 0.000 D_fake: 0.672 +(epoch: 66, iters: 37760, time: 0.414, data: 0.019) G_GAN: 1.668 G_L1: 4.371 D_real: 0.028 D_fake: 0.598 +(epoch: 66, iters: 37860, time: 0.303, data: 0.020) G_GAN: 1.344 G_L1: 4.148 D_real: 0.000 D_fake: 0.366 +(epoch: 66, iters: 37960, time: 0.297, data: 0.019) G_GAN: 1.585 G_L1: 4.543 D_real: 0.004 D_fake: 0.287 +(epoch: 66, iters: 38060, time: 0.306, data: 0.021) G_GAN: 1.412 G_L1: 4.182 D_real: 0.000 D_fake: 0.429 +(epoch: 66, iters: 38160, time: 0.409, data: 0.022) G_GAN: 1.432 G_L1: 4.205 D_real: 0.003 D_fake: 0.329 +(epoch: 66, iters: 38260, time: 0.294, data: 0.019) G_GAN: 1.452 G_L1: 4.582 D_real: 0.002 D_fake: 0.487 +(epoch: 66, iters: 38360, time: 0.296, data: 0.020) G_GAN: 1.865 G_L1: 3.436 D_real: 0.000 D_fake: 0.307 +(epoch: 66, iters: 38460, time: 0.298, data: 0.018) G_GAN: 1.136 G_L1: 4.197 D_real: 0.000 D_fake: 1.997 +(epoch: 66, iters: 38560, time: 0.414, data: 0.020) G_GAN: 1.938 G_L1: 4.403 D_real: 0.002 D_fake: 0.499 +(epoch: 66, iters: 38660, time: 0.291, data: 0.020) G_GAN: 1.643 G_L1: 6.247 D_real: 0.031 D_fake: 0.396 +(epoch: 66, iters: 38760, time: 0.292, data: 0.019) G_GAN: 1.544 G_L1: 5.011 D_real: 0.006 D_fake: 0.370 +(epoch: 66, iters: 38860, time: 0.302, data: 0.019) G_GAN: 1.407 G_L1: 4.381 D_real: 0.002 D_fake: 0.790 +(epoch: 66, iters: 38960, time: 0.592, data: 0.019) G_GAN: 1.259 G_L1: 4.703 D_real: 0.001 D_fake: 0.425 +(epoch: 66, iters: 39060, time: 0.290, data: 0.020) G_GAN: 1.776 G_L1: 4.431 D_real: 0.012 D_fake: 0.288 +(epoch: 66, iters: 39160, time: 0.298, data: 0.020) G_GAN: 1.927 G_L1: 4.347 D_real: 0.004 D_fake: 0.453 +(epoch: 66, iters: 39260, time: 0.305, data: 0.020) G_GAN: 1.186 G_L1: 4.345 D_real: 0.001 D_fake: 0.700 +(epoch: 66, iters: 39360, time: 0.417, data: 0.020) G_GAN: 2.699 G_L1: 4.537 D_real: 0.021 D_fake: 0.399 +(epoch: 66, iters: 39460, time: 0.284, data: 0.021) G_GAN: 2.539 G_L1: 3.850 D_real: 0.025 D_fake: 0.389 +(epoch: 66, iters: 39560, time: 0.298, data: 0.018) G_GAN: 6.023 G_L1: 5.730 D_real: 0.016 D_fake: 0.024 +(epoch: 66, iters: 39660, time: 0.298, data: 0.019) G_GAN: 5.513 G_L1: 3.364 D_real: 0.106 D_fake: 0.013 +(epoch: 66, iters: 39760, time: 0.414, data: 0.022) G_GAN: 2.186 G_L1: 4.197 D_real: 0.042 D_fake: 0.160 +(epoch: 66, iters: 39860, time: 0.294, data: 0.019) G_GAN: 2.280 G_L1: 4.997 D_real: 0.004 D_fake: 0.193 +(epoch: 66, iters: 39960, time: 0.286, data: 0.019) G_GAN: 2.583 G_L1: 5.938 D_real: 0.007 D_fake: 0.236 +(epoch: 66, iters: 40060, time: 0.299, data: 0.017) G_GAN: 2.906 G_L1: 7.590 D_real: 0.001 D_fake: 0.268 +(epoch: 66, iters: 40160, time: 0.422, data: 0.019) G_GAN: 2.697 G_L1: 6.075 D_real: 0.002 D_fake: 0.343 +(epoch: 66, iters: 40260, time: 0.293, data: 0.018) G_GAN: 3.676 G_L1: 5.994 D_real: 0.017 D_fake: 0.055 +(epoch: 66, iters: 40360, time: 0.293, data: 0.020) G_GAN: 1.980 G_L1: 5.106 D_real: 0.000 D_fake: 0.248 +(epoch: 66, iters: 40460, time: 0.309, data: 0.018) G_GAN: 1.632 G_L1: 4.378 D_real: 0.000 D_fake: 0.555 +(epoch: 66, iters: 40560, time: 0.415, data: 0.020) G_GAN: 1.944 G_L1: 5.016 D_real: 0.144 D_fake: 0.489 +(epoch: 66, iters: 40660, time: 0.292, data: 0.019) G_GAN: 2.272 G_L1: 4.206 D_real: 0.000 D_fake: 0.321 +(epoch: 66, iters: 40760, time: 0.295, data: 0.017) G_GAN: 2.309 G_L1: 5.055 D_real: 0.012 D_fake: 0.280 +(epoch: 66, iters: 40860, time: 0.305, data: 0.020) G_GAN: 3.378 G_L1: 5.417 D_real: 0.011 D_fake: 0.244 +(epoch: 66, iters: 40960, time: 0.593, data: 0.024) G_GAN: 2.814 G_L1: 5.265 D_real: 0.091 D_fake: 0.202 +(epoch: 66, iters: 41060, time: 0.300, data: 0.020) G_GAN: 2.280 G_L1: 4.565 D_real: 0.001 D_fake: 0.222 +(epoch: 66, iters: 41160, time: 0.303, data: 0.019) G_GAN: 2.881 G_L1: 5.427 D_real: 0.012 D_fake: 0.131 +(epoch: 66, iters: 41260, time: 0.303, data: 0.020) G_GAN: 2.195 G_L1: 4.350 D_real: 0.000 D_fake: 0.268 +(epoch: 66, iters: 41360, time: 0.412, data: 0.019) G_GAN: 1.534 G_L1: 4.333 D_real: 0.001 D_fake: 0.438 +(epoch: 66, iters: 41460, time: 0.292, data: 0.018) G_GAN: 2.687 G_L1: 4.335 D_real: 0.014 D_fake: 0.144 +(epoch: 66, iters: 41560, time: 0.301, data: 0.019) G_GAN: 2.691 G_L1: 4.117 D_real: 0.048 D_fake: 0.175 +(epoch: 66, iters: 41660, time: 0.299, data: 0.022) G_GAN: 1.248 G_L1: 4.271 D_real: 0.001 D_fake: 0.425 +(epoch: 66, iters: 41760, time: 0.414, data: 0.019) G_GAN: 2.136 G_L1: 3.875 D_real: 0.114 D_fake: 0.442 +(epoch: 66, iters: 41860, time: 0.296, data: 0.017) G_GAN: 1.383 G_L1: 4.034 D_real: 0.004 D_fake: 0.273 +(epoch: 66, iters: 41960, time: 0.284, data: 0.019) G_GAN: 3.793 G_L1: 5.584 D_real: 0.080 D_fake: 0.102 +(epoch: 66, iters: 42060, time: 0.304, data: 0.017) G_GAN: 2.904 G_L1: 3.423 D_real: 0.032 D_fake: 0.546 +(epoch: 66, iters: 42160, time: 0.419, data: 0.022) G_GAN: 1.769 G_L1: 3.658 D_real: 0.000 D_fake: 0.485 +(epoch: 66, iters: 42260, time: 0.294, data: 0.022) G_GAN: 1.437 G_L1: 3.365 D_real: 0.004 D_fake: 0.340 +(epoch: 66, iters: 42360, time: 0.301, data: 0.022) G_GAN: 1.416 G_L1: 4.470 D_real: 0.003 D_fake: 0.465 +(epoch: 66, iters: 42460, time: 0.301, data: 0.020) G_GAN: 4.200 G_L1: 3.698 D_real: 0.122 D_fake: 0.033 +(epoch: 66, iters: 42560, time: 0.381, data: 0.018) G_GAN: 2.613 G_L1: 4.924 D_real: 0.133 D_fake: 0.194 +(epoch: 66, iters: 42660, time: 0.294, data: 0.019) G_GAN: 2.381 G_L1: 3.317 D_real: 0.053 D_fake: 0.279 +(epoch: 66, iters: 42760, time: 0.305, data: 0.020) G_GAN: 3.837 G_L1: 7.117 D_real: 0.017 D_fake: 0.442 +(epoch: 66, iters: 42860, time: 0.295, data: 0.021) G_GAN: 2.822 G_L1: 4.129 D_real: 0.154 D_fake: 0.135 +(epoch: 66, iters: 42960, time: 0.586, data: 0.022) G_GAN: 4.588 G_L1: 10.271 D_real: 0.036 D_fake: 0.200 +(epoch: 66, iters: 43060, time: 0.295, data: 0.020) G_GAN: 3.887 G_L1: 7.112 D_real: 0.001 D_fake: 0.117 +(epoch: 66, iters: 43160, time: 0.300, data: 0.022) G_GAN: 4.449 G_L1: 6.469 D_real: 0.005 D_fake: 0.100 +(epoch: 66, iters: 43260, time: 0.303, data: 0.019) G_GAN: 2.153 G_L1: 3.659 D_real: 0.040 D_fake: 0.201 +(epoch: 66, iters: 43360, time: 0.393, data: 0.020) G_GAN: 3.263 G_L1: 3.067 D_real: 0.010 D_fake: 0.176 +(epoch: 66, iters: 43460, time: 0.285, data: 0.019) G_GAN: 2.668 G_L1: 4.082 D_real: 0.103 D_fake: 0.245 +(epoch: 66, iters: 43560, time: 0.303, data: 0.017) G_GAN: 5.265 G_L1: 5.499 D_real: 0.005 D_fake: 0.038 +(epoch: 66, iters: 43660, time: 0.300, data: 0.019) G_GAN: 4.102 G_L1: 8.290 D_real: 0.009 D_fake: 0.124 +(epoch: 66, iters: 43760, time: 0.420, data: 0.020) G_GAN: 3.603 G_L1: 4.176 D_real: 0.002 D_fake: 0.250 +(epoch: 66, iters: 43860, time: 0.300, data: 0.018) G_GAN: 2.301 G_L1: 5.872 D_real: 0.009 D_fake: 0.205 +(epoch: 66, iters: 43960, time: 0.293, data: 0.019) G_GAN: 3.706 G_L1: 5.303 D_real: 0.006 D_fake: 0.072 +(epoch: 66, iters: 44060, time: 0.300, data: 0.019) G_GAN: 4.188 G_L1: 4.944 D_real: 0.003 D_fake: 0.044 +(epoch: 66, iters: 44160, time: 0.418, data: 0.021) G_GAN: 2.860 G_L1: 4.946 D_real: 0.007 D_fake: 0.085 +(epoch: 66, iters: 44260, time: 0.282, data: 0.018) G_GAN: 3.413 G_L1: 5.684 D_real: 0.001 D_fake: 2.601 +(epoch: 66, iters: 44360, time: 0.292, data: 0.018) G_GAN: 3.013 G_L1: 4.919 D_real: 0.061 D_fake: 0.211 +(epoch: 66, iters: 44460, time: 0.279, data: 0.018) G_GAN: 1.542 G_L1: 4.631 D_real: 0.000 D_fake: 0.683 +(epoch: 66, iters: 44560, time: 0.375, data: 0.017) G_GAN: 2.416 G_L1: 4.026 D_real: 0.002 D_fake: 0.113 +(epoch: 66, iters: 44660, time: 0.295, data: 0.017) G_GAN: 2.878 G_L1: 4.314 D_real: 0.010 D_fake: 0.243 +(epoch: 66, iters: 44760, time: 0.306, data: 0.019) G_GAN: 3.957 G_L1: 4.097 D_real: 0.005 D_fake: 0.051 +(epoch: 66, iters: 44860, time: 0.299, data: 0.018) G_GAN: 3.708 G_L1: 5.361 D_real: 0.000 D_fake: 0.135 +(epoch: 66, iters: 44960, time: 0.596, data: 0.020) G_GAN: 2.651 G_L1: 3.756 D_real: 0.001 D_fake: 0.206 +(epoch: 66, iters: 45060, time: 0.303, data: 0.020) G_GAN: 4.044 G_L1: 5.084 D_real: 0.001 D_fake: 0.059 +(epoch: 66, iters: 45160, time: 0.287, data: 0.019) G_GAN: 1.389 G_L1: 3.843 D_real: 0.000 D_fake: 0.222 +(epoch: 66, iters: 45260, time: 0.296, data: 0.018) G_GAN: 2.841 G_L1: 6.718 D_real: 0.135 D_fake: 0.812 +(epoch: 66, iters: 45360, time: 0.421, data: 0.018) G_GAN: 3.012 G_L1: 5.291 D_real: 0.003 D_fake: 0.285 +(epoch: 66, iters: 45460, time: 0.302, data: 0.021) G_GAN: 3.249 G_L1: 7.734 D_real: 0.068 D_fake: 0.293 +(epoch: 66, iters: 45560, time: 0.301, data: 0.019) G_GAN: 2.468 G_L1: 5.974 D_real: 0.011 D_fake: 0.582 +(epoch: 66, iters: 45660, time: 0.297, data: 0.017) G_GAN: 1.827 G_L1: 4.356 D_real: 0.001 D_fake: 0.257 +(epoch: 66, iters: 45760, time: 0.430, data: 0.023) G_GAN: 2.842 G_L1: 5.433 D_real: 0.001 D_fake: 0.421 +(epoch: 66, iters: 45860, time: 0.299, data: 0.018) G_GAN: 3.458 G_L1: 4.031 D_real: 0.076 D_fake: 0.131 +(epoch: 66, iters: 45960, time: 0.284, data: 0.017) G_GAN: 2.872 G_L1: 3.042 D_real: 0.254 D_fake: 0.238 +(epoch: 66, iters: 46060, time: 0.289, data: 0.019) G_GAN: 5.313 G_L1: 4.891 D_real: 0.117 D_fake: 0.012 +(epoch: 66, iters: 46160, time: 0.413, data: 0.017) G_GAN: 3.480 G_L1: 4.612 D_real: 1.079 D_fake: 0.078 +(epoch: 66, iters: 46260, time: 0.292, data: 0.018) G_GAN: 3.740 G_L1: 4.292 D_real: 0.352 D_fake: 0.078 +(epoch: 66, iters: 46360, time: 0.294, data: 0.018) G_GAN: 4.056 G_L1: 4.882 D_real: 0.042 D_fake: 0.066 +(epoch: 66, iters: 46460, time: 0.302, data: 0.018) G_GAN: 5.083 G_L1: 4.043 D_real: 0.006 D_fake: 0.142 +(epoch: 66, iters: 46560, time: 0.424, data: 0.019) G_GAN: 3.452 G_L1: 4.504 D_real: 0.463 D_fake: 0.110 +(epoch: 66, iters: 46660, time: 0.302, data: 0.022) G_GAN: 1.673 G_L1: 3.320 D_real: 0.912 D_fake: 0.123 +(epoch: 66, iters: 46760, time: 0.290, data: 0.022) G_GAN: 4.402 G_L1: 2.915 D_real: 0.282 D_fake: 0.023 +(epoch: 66, iters: 46860, time: 0.300, data: 0.018) G_GAN: 4.628 G_L1: 2.829 D_real: 0.013 D_fake: 0.374 +(epoch: 66, iters: 46960, time: 0.602, data: 0.020) G_GAN: 3.970 G_L1: 3.149 D_real: 0.307 D_fake: 0.179 +(epoch: 66, iters: 47060, time: 0.301, data: 0.017) G_GAN: 3.086 G_L1: 4.807 D_real: 0.294 D_fake: 0.109 +(epoch: 66, iters: 47160, time: 0.293, data: 0.018) G_GAN: 5.331 G_L1: 4.660 D_real: 0.009 D_fake: 0.058 +(epoch: 66, iters: 47260, time: 0.304, data: 0.019) G_GAN: 3.791 G_L1: 4.322 D_real: 0.018 D_fake: 0.086 +(epoch: 66, iters: 47360, time: 0.391, data: 0.022) G_GAN: 3.659 G_L1: 3.973 D_real: 0.028 D_fake: 0.218 +(epoch: 66, iters: 47460, time: 0.301, data: 0.019) G_GAN: 4.291 G_L1: 4.602 D_real: 0.048 D_fake: 0.096 +(epoch: 66, iters: 47560, time: 0.289, data: 0.019) G_GAN: 3.218 G_L1: 3.665 D_real: 0.011 D_fake: 0.443 +(epoch: 66, iters: 47660, time: 0.302, data: 0.017) G_GAN: 3.965 G_L1: 4.699 D_real: 0.033 D_fake: 0.180 +(epoch: 66, iters: 47760, time: 0.404, data: 0.019) G_GAN: 4.426 G_L1: 3.367 D_real: 0.077 D_fake: 0.076 +(epoch: 66, iters: 47860, time: 0.301, data: 0.018) G_GAN: 4.445 G_L1: 4.609 D_real: 0.143 D_fake: 0.061 +(epoch: 66, iters: 47960, time: 0.286, data: 0.019) G_GAN: 5.367 G_L1: 3.369 D_real: 0.065 D_fake: 0.010 +(epoch: 66, iters: 48060, time: 0.303, data: 0.016) G_GAN: 6.263 G_L1: 3.878 D_real: 0.063 D_fake: 0.178 +(epoch: 66, iters: 48160, time: 0.411, data: 0.020) G_GAN: 5.189 G_L1: 4.464 D_real: 0.084 D_fake: 0.117 +(epoch: 66, iters: 48260, time: 0.295, data: 0.018) G_GAN: 4.218 G_L1: 7.268 D_real: 0.037 D_fake: 0.082 +(epoch: 66, iters: 48360, time: 0.303, data: 0.018) G_GAN: 4.231 G_L1: 3.885 D_real: 0.012 D_fake: 0.261 +(epoch: 66, iters: 48460, time: 0.299, data: 0.021) G_GAN: 3.450 G_L1: 4.241 D_real: 0.111 D_fake: 0.137 +(epoch: 66, iters: 48560, time: 0.418, data: 0.020) G_GAN: 3.385 G_L1: 4.364 D_real: 0.001 D_fake: 0.162 +(epoch: 66, iters: 48660, time: 0.296, data: 0.020) G_GAN: 5.168 G_L1: 3.778 D_real: 0.415 D_fake: 0.012 +(epoch: 66, iters: 48760, time: 0.294, data: 0.017) G_GAN: 3.563 G_L1: 3.888 D_real: 0.019 D_fake: 0.681 +(epoch: 66, iters: 48860, time: 0.303, data: 0.019) G_GAN: 5.371 G_L1: 5.537 D_real: 0.030 D_fake: 0.027 +(epoch: 66, iters: 48960, time: 0.567, data: 0.018) G_GAN: 4.264 G_L1: 4.449 D_real: 0.566 D_fake: 0.084 +(epoch: 66, iters: 49060, time: 0.293, data: 0.020) G_GAN: 4.165 G_L1: 3.380 D_real: 0.269 D_fake: 0.027 +(epoch: 66, iters: 49160, time: 0.302, data: 0.019) G_GAN: 2.993 G_L1: 4.200 D_real: 0.082 D_fake: 0.300 +(epoch: 66, iters: 49260, time: 0.293, data: 0.019) G_GAN: 4.408 G_L1: 5.020 D_real: 0.001 D_fake: 0.057 +(epoch: 66, iters: 49360, time: 0.419, data: 0.022) G_GAN: 4.917 G_L1: 4.380 D_real: 0.109 D_fake: 0.074 +(epoch: 66, iters: 49460, time: 0.291, data: 0.020) G_GAN: 3.665 G_L1: 2.970 D_real: 0.005 D_fake: 0.115 +(epoch: 66, iters: 49560, time: 0.291, data: 0.019) G_GAN: 4.219 G_L1: 2.326 D_real: 0.211 D_fake: 0.019 +(epoch: 66, iters: 49660, time: 0.291, data: 0.021) G_GAN: 5.823 G_L1: 3.991 D_real: 0.011 D_fake: 0.022 +(epoch: 66, iters: 49760, time: 0.424, data: 0.016) G_GAN: 8.672 G_L1: 4.689 D_real: 0.007 D_fake: 0.002 +(epoch: 66, iters: 49860, time: 0.295, data: 0.020) G_GAN: 4.190 G_L1: 6.046 D_real: 0.007 D_fake: 0.059 +(epoch: 66, iters: 49960, time: 0.305, data: 0.033) G_GAN: 3.861 G_L1: 3.095 D_real: 0.144 D_fake: 0.028 +(epoch: 66, iters: 50060, time: 0.301, data: 0.021) G_GAN: 3.112 G_L1: 3.343 D_real: 0.461 D_fake: 0.053 +(epoch: 66, iters: 50160, time: 0.419, data: 0.019) G_GAN: 3.845 G_L1: 5.338 D_real: 0.069 D_fake: 0.252 +(epoch: 66, iters: 50260, time: 0.295, data: 0.018) G_GAN: 4.625 G_L1: 7.300 D_real: 0.231 D_fake: 0.190 +(epoch: 66, iters: 50360, time: 0.284, data: 0.018) G_GAN: 4.567 G_L1: 3.270 D_real: 0.025 D_fake: 0.019 +(epoch: 66, iters: 50460, time: 0.303, data: 0.018) G_GAN: 5.580 G_L1: 7.063 D_real: 0.042 D_fake: 0.054 +(epoch: 66, iters: 50560, time: 0.394, data: 0.018) G_GAN: 3.394 G_L1: 3.093 D_real: 0.041 D_fake: 0.092 +(epoch: 66, iters: 50660, time: 0.306, data: 0.020) G_GAN: 4.080 G_L1: 4.019 D_real: 0.034 D_fake: 0.091 +(epoch: 66, iters: 50760, time: 0.308, data: 0.019) G_GAN: 6.005 G_L1: 3.077 D_real: 0.248 D_fake: 0.012 +(epoch: 66, iters: 50860, time: 0.303, data: 0.019) G_GAN: 3.669 G_L1: 5.328 D_real: 0.280 D_fake: 0.050 +(epoch: 66, iters: 50960, time: 0.598, data: 0.018) G_GAN: 4.482 G_L1: 5.507 D_real: 0.104 D_fake: 0.077 +(epoch: 66, iters: 51060, time: 0.289, data: 0.018) G_GAN: 3.872 G_L1: 3.883 D_real: 0.291 D_fake: 0.134 +(epoch: 66, iters: 51160, time: 0.304, data: 0.018) G_GAN: 5.927 G_L1: 5.585 D_real: 0.029 D_fake: 0.021 +(epoch: 66, iters: 51260, time: 0.300, data: 0.018) G_GAN: 4.210 G_L1: 4.644 D_real: 0.096 D_fake: 0.105 +(epoch: 66, iters: 51360, time: 0.416, data: 0.018) G_GAN: 3.769 G_L1: 5.354 D_real: 0.018 D_fake: 0.080 +(epoch: 66, iters: 51460, time: 0.294, data: 0.019) G_GAN: 5.674 G_L1: 2.372 D_real: 0.139 D_fake: 0.022 +(epoch: 66, iters: 51560, time: 0.310, data: 0.018) G_GAN: 4.410 G_L1: 4.275 D_real: 0.001 D_fake: 0.147 +(epoch: 66, iters: 51660, time: 0.302, data: 0.019) G_GAN: 6.614 G_L1: 4.205 D_real: 0.012 D_fake: 0.030 +(epoch: 66, iters: 51760, time: 0.394, data: 0.019) G_GAN: 3.719 G_L1: 4.781 D_real: 0.245 D_fake: 0.062 +(epoch: 66, iters: 51860, time: 0.300, data: 0.021) G_GAN: 4.609 G_L1: 5.120 D_real: 0.097 D_fake: 0.028 +(epoch: 66, iters: 51960, time: 0.309, data: 0.022) G_GAN: 5.199 G_L1: 6.303 D_real: 0.005 D_fake: 0.046 +(epoch: 66, iters: 52060, time: 0.294, data: 0.019) G_GAN: 3.941 G_L1: 3.739 D_real: 0.079 D_fake: 0.059 +(epoch: 66, iters: 52160, time: 0.423, data: 0.018) G_GAN: 4.444 G_L1: 3.198 D_real: 0.047 D_fake: 0.031 +(epoch: 66, iters: 52260, time: 0.299, data: 0.018) G_GAN: 3.785 G_L1: 3.523 D_real: 0.011 D_fake: 0.052 +(epoch: 66, iters: 52360, time: 0.295, data: 0.018) G_GAN: 3.983 G_L1: 4.769 D_real: 0.196 D_fake: 0.244 +(epoch: 66, iters: 52460, time: 0.295, data: 0.018) G_GAN: 3.442 G_L1: 4.865 D_real: 0.035 D_fake: 0.418 +(epoch: 66, iters: 52560, time: 0.373, data: 0.019) G_GAN: 3.564 G_L1: 3.567 D_real: 0.006 D_fake: 0.168 +(epoch: 66, iters: 52660, time: 0.299, data: 0.017) G_GAN: 3.860 G_L1: 3.508 D_real: 0.025 D_fake: 0.237 +(epoch: 66, iters: 52760, time: 0.294, data: 0.032) G_GAN: 3.249 G_L1: 4.100 D_real: 0.006 D_fake: 0.232 +(epoch: 66, iters: 52860, time: 0.291, data: 0.020) G_GAN: 3.552 G_L1: 3.438 D_real: 0.236 D_fake: 0.064 +(epoch: 66, iters: 52960, time: 0.562, data: 0.018) G_GAN: 3.390 G_L1: 2.549 D_real: 0.107 D_fake: 0.240 +(epoch: 66, iters: 53060, time: 0.298, data: 0.019) G_GAN: 3.696 G_L1: 3.628 D_real: 0.044 D_fake: 0.200 +(epoch: 66, iters: 53160, time: 0.304, data: 0.021) G_GAN: 4.623 G_L1: 3.054 D_real: 0.035 D_fake: 0.125 +(epoch: 66, iters: 53260, time: 0.295, data: 0.020) G_GAN: 3.606 G_L1: 3.919 D_real: 0.025 D_fake: 0.137 +(epoch: 66, iters: 53360, time: 0.383, data: 0.019) G_GAN: 3.233 G_L1: 2.638 D_real: 0.139 D_fake: 0.124 +(epoch: 66, iters: 53460, time: 0.292, data: 0.018) G_GAN: 3.631 G_L1: 2.600 D_real: 0.501 D_fake: 0.040 +(epoch: 66, iters: 53560, time: 0.304, data: 0.020) G_GAN: 4.744 G_L1: 5.102 D_real: 0.004 D_fake: 0.080 +(epoch: 66, iters: 53660, time: 0.294, data: 0.021) G_GAN: 3.235 G_L1: 4.126 D_real: 0.085 D_fake: 0.170 +(epoch: 66, iters: 53760, time: 0.413, data: 0.019) G_GAN: 4.721 G_L1: 4.164 D_real: 0.009 D_fake: 0.031 +(epoch: 66, iters: 53860, time: 0.304, data: 0.020) G_GAN: 4.743 G_L1: 6.718 D_real: 0.074 D_fake: 0.032 +(epoch: 66, iters: 53960, time: 0.287, data: 0.021) G_GAN: 4.240 G_L1: 3.913 D_real: 0.312 D_fake: 0.047 +(epoch: 66, iters: 54060, time: 0.302, data: 0.019) G_GAN: 5.333 G_L1: 3.197 D_real: 0.011 D_fake: 0.057 +(epoch: 66, iters: 54160, time: 0.383, data: 0.019) G_GAN: 3.390 G_L1: 4.757 D_real: 0.021 D_fake: 0.191 +(epoch: 66, iters: 54260, time: 0.294, data: 0.019) G_GAN: 3.984 G_L1: 4.317 D_real: 0.090 D_fake: 0.159 +(epoch: 66, iters: 54360, time: 0.290, data: 0.016) G_GAN: 5.905 G_L1: 3.581 D_real: 0.096 D_fake: 0.019 +(epoch: 66, iters: 54460, time: 0.293, data: 0.017) G_GAN: 4.030 G_L1: 3.226 D_real: 0.014 D_fake: 0.100 +(epoch: 66, iters: 54560, time: 0.413, data: 0.017) G_GAN: 4.003 G_L1: 3.686 D_real: 0.001 D_fake: 0.123 +(epoch: 66, iters: 54660, time: 0.294, data: 0.017) G_GAN: 5.240 G_L1: 4.710 D_real: 0.175 D_fake: 0.031 +(epoch: 66, iters: 54760, time: 0.301, data: 0.019) G_GAN: 4.927 G_L1: 4.344 D_real: 0.003 D_fake: 0.299 +(epoch: 66, iters: 54860, time: 0.300, data: 0.017) G_GAN: 4.532 G_L1: 4.830 D_real: 0.036 D_fake: 0.133 +(epoch: 66, iters: 54960, time: 0.623, data: 0.019) G_GAN: 4.713 G_L1: 4.587 D_real: 0.360 D_fake: 0.007 +(epoch: 66, iters: 55060, time: 0.297, data: 0.020) G_GAN: 4.407 G_L1: 4.360 D_real: 0.002 D_fake: 0.090 +(epoch: 66, iters: 55160, time: 0.292, data: 0.018) G_GAN: 4.295 G_L1: 9.787 D_real: 0.137 D_fake: 0.056 +(epoch: 66, iters: 55260, time: 0.298, data: 0.016) G_GAN: 5.466 G_L1: 3.307 D_real: 0.002 D_fake: 0.061 +(epoch: 66, iters: 55360, time: 0.405, data: 0.018) G_GAN: 5.236 G_L1: 3.817 D_real: 0.259 D_fake: 0.011 +(epoch: 66, iters: 55460, time: 0.305, data: 0.018) G_GAN: 4.098 G_L1: 4.916 D_real: 0.046 D_fake: 0.088 +(epoch: 66, iters: 55560, time: 0.299, data: 0.018) G_GAN: 4.635 G_L1: 2.795 D_real: 0.001 D_fake: 0.034 +(epoch: 66, iters: 55660, time: 0.302, data: 0.031) G_GAN: 4.619 G_L1: 3.881 D_real: 0.112 D_fake: 0.040 +(epoch: 66, iters: 55760, time: 0.418, data: 0.019) G_GAN: 4.174 G_L1: 3.920 D_real: 0.007 D_fake: 0.299 +(epoch: 66, iters: 55860, time: 0.298, data: 0.019) G_GAN: 6.126 G_L1: 3.254 D_real: 0.000 D_fake: 0.013 +(epoch: 66, iters: 55960, time: 0.297, data: 0.020) G_GAN: 2.977 G_L1: 8.115 D_real: 0.450 D_fake: 0.068 +(epoch: 66, iters: 56060, time: 0.274, data: 0.016) G_GAN: 4.556 G_L1: 4.270 D_real: 0.004 D_fake: 0.082 +(epoch: 66, iters: 56160, time: 0.409, data: 0.018) G_GAN: 4.248 G_L1: 3.804 D_real: 0.002 D_fake: 0.105 +(epoch: 66, iters: 56260, time: 0.293, data: 0.017) G_GAN: 4.044 G_L1: 3.084 D_real: 0.015 D_fake: 0.105 +(epoch: 66, iters: 56360, time: 0.283, data: 0.018) G_GAN: 5.542 G_L1: 7.358 D_real: 0.271 D_fake: 0.016 +(epoch: 66, iters: 56460, time: 0.303, data: 0.015) G_GAN: 4.187 G_L1: 3.103 D_real: 0.020 D_fake: 0.052 +(epoch: 66, iters: 56560, time: 0.424, data: 0.020) G_GAN: 5.499 G_L1: 5.238 D_real: 0.039 D_fake: 0.228 +(epoch: 66, iters: 56660, time: 0.277, data: 0.017) G_GAN: 6.889 G_L1: 5.074 D_real: 0.108 D_fake: 0.007 +(epoch: 66, iters: 56760, time: 0.301, data: 0.017) G_GAN: 5.960 G_L1: 5.398 D_real: 0.006 D_fake: 0.044 +(epoch: 66, iters: 56860, time: 0.293, data: 0.019) G_GAN: 4.875 G_L1: 3.904 D_real: 0.040 D_fake: 0.034 +(epoch: 66, iters: 56960, time: 0.582, data: 0.017) G_GAN: 4.241 G_L1: 2.970 D_real: 0.235 D_fake: 0.030 +(epoch: 66, iters: 57060, time: 0.303, data: 0.018) G_GAN: 5.121 G_L1: 3.392 D_real: 0.014 D_fake: 0.025 +(epoch: 66, iters: 57160, time: 0.296, data: 0.018) G_GAN: 3.801 G_L1: 4.893 D_real: 0.006 D_fake: 0.187 +(epoch: 66, iters: 57260, time: 0.297, data: 0.018) G_GAN: 3.831 G_L1: 3.514 D_real: 0.091 D_fake: 0.034 +(epoch: 66, iters: 57360, time: 0.404, data: 0.018) G_GAN: 3.727 G_L1: 3.603 D_real: 0.059 D_fake: 0.098 +(epoch: 66, iters: 57460, time: 0.282, data: 0.020) G_GAN: 5.184 G_L1: 4.523 D_real: 0.003 D_fake: 0.048 +(epoch: 66, iters: 57560, time: 0.295, data: 0.017) G_GAN: 3.597 G_L1: 3.333 D_real: 0.027 D_fake: 0.220 +(epoch: 66, iters: 57660, time: 0.289, data: 0.018) G_GAN: 5.148 G_L1: 4.086 D_real: 0.045 D_fake: 0.040 +(epoch: 66, iters: 57760, time: 0.404, data: 0.019) G_GAN: 5.153 G_L1: 3.642 D_real: 0.066 D_fake: 0.582 +(epoch: 66, iters: 57860, time: 0.301, data: 0.018) G_GAN: 4.148 G_L1: 3.770 D_real: 0.010 D_fake: 0.122 +(epoch: 66, iters: 57960, time: 0.298, data: 0.021) G_GAN: 3.486 G_L1: 3.286 D_real: 0.052 D_fake: 0.203 +(epoch: 66, iters: 58060, time: 0.302, data: 0.020) G_GAN: 6.030 G_L1: 5.835 D_real: 0.031 D_fake: 0.022 +(epoch: 66, iters: 58160, time: 0.414, data: 0.019) G_GAN: 4.312 G_L1: 3.408 D_real: 0.129 D_fake: 0.147 +(epoch: 66, iters: 58260, time: 0.305, data: 0.020) G_GAN: 7.732 G_L1: 3.667 D_real: 0.076 D_fake: 0.012 +(epoch: 66, iters: 58360, time: 0.299, data: 0.019) G_GAN: 2.929 G_L1: 3.671 D_real: 0.557 D_fake: 0.048 +(epoch: 66, iters: 58460, time: 0.303, data: 0.023) G_GAN: 4.080 G_L1: 2.911 D_real: 0.143 D_fake: 0.051 +(epoch: 66, iters: 58560, time: 0.350, data: 0.018) G_GAN: 6.096 G_L1: 6.133 D_real: 0.003 D_fake: 0.042 +(epoch: 66, iters: 58660, time: 0.269, data: 0.016) G_GAN: 7.543 G_L1: 3.872 D_real: 0.039 D_fake: 0.006 +(epoch: 66, iters: 58760, time: 0.294, data: 0.016) G_GAN: 6.307 G_L1: 4.695 D_real: 0.025 D_fake: 0.027 +(epoch: 66, iters: 58860, time: 0.284, data: 0.017) G_GAN: 7.428 G_L1: 2.508 D_real: 0.003 D_fake: 0.006 +(epoch: 66, iters: 58960, time: 0.600, data: 0.018) G_GAN: 3.283 G_L1: 5.196 D_real: 0.484 D_fake: 0.173 +(epoch: 66, iters: 59060, time: 0.306, data: 0.019) G_GAN: 4.576 G_L1: 3.676 D_real: 0.281 D_fake: 0.246 +(epoch: 66, iters: 59160, time: 0.306, data: 0.020) G_GAN: 5.143 G_L1: 4.438 D_real: 0.043 D_fake: 1.157 +(epoch: 66, iters: 59260, time: 0.297, data: 0.019) G_GAN: 5.021 G_L1: 6.650 D_real: 0.033 D_fake: 0.085 +(epoch: 66, iters: 59360, time: 0.419, data: 0.017) G_GAN: 3.655 G_L1: 4.006 D_real: 0.000 D_fake: 0.145 +(epoch: 66, iters: 59460, time: 0.302, data: 0.019) G_GAN: 3.755 G_L1: 3.824 D_real: 0.001 D_fake: 0.062 +(epoch: 66, iters: 59560, time: 0.288, data: 0.018) G_GAN: 6.677 G_L1: 8.195 D_real: 0.012 D_fake: 0.006 +(epoch: 66, iters: 59660, time: 0.297, data: 0.018) G_GAN: 5.750 G_L1: 2.698 D_real: 0.193 D_fake: 0.042 +(epoch: 66, iters: 59760, time: 0.410, data: 0.017) G_GAN: 6.543 G_L1: 3.974 D_real: 0.128 D_fake: 0.008 +(epoch: 66, iters: 59860, time: 0.300, data: 0.019) G_GAN: 4.840 G_L1: 5.194 D_real: 0.097 D_fake: 0.067 +(epoch: 66, iters: 59960, time: 0.289, data: 0.018) G_GAN: 4.646 G_L1: 3.517 D_real: 0.080 D_fake: 0.093 +(epoch: 67, iters: 44, time: 0.303, data: 0.021) G_GAN: 2.940 G_L1: 3.484 D_real: 0.006 D_fake: 0.216 +(epoch: 67, iters: 144, time: 0.596, data: 0.018) G_GAN: 4.990 G_L1: 4.488 D_real: 0.020 D_fake: 0.059 +(epoch: 67, iters: 244, time: 0.301, data: 0.019) G_GAN: 3.751 G_L1: 2.666 D_real: 0.721 D_fake: 0.014 +(epoch: 67, iters: 344, time: 0.301, data: 0.018) G_GAN: 3.580 G_L1: 4.589 D_real: 0.009 D_fake: 0.072 +(epoch: 67, iters: 444, time: 0.301, data: 0.022) G_GAN: 7.727 G_L1: 4.400 D_real: 0.324 D_fake: 0.004 +(epoch: 67, iters: 544, time: 0.407, data: 0.020) G_GAN: 5.232 G_L1: 4.190 D_real: 0.092 D_fake: 0.024 +(epoch: 67, iters: 644, time: 0.303, data: 0.019) G_GAN: 4.353 G_L1: 5.335 D_real: 0.090 D_fake: 0.057 +(epoch: 67, iters: 744, time: 0.288, data: 0.019) G_GAN: 5.380 G_L1: 6.364 D_real: 0.000 D_fake: 0.022 +(epoch: 67, iters: 844, time: 0.293, data: 0.020) G_GAN: 4.438 G_L1: 4.169 D_real: 0.302 D_fake: 0.119 +(epoch: 67, iters: 944, time: 0.587, data: 0.018) G_GAN: 5.412 G_L1: 3.988 D_real: 0.051 D_fake: 0.016 +(epoch: 67, iters: 1044, time: 0.282, data: 0.019) G_GAN: 5.689 G_L1: 3.605 D_real: 0.047 D_fake: 0.021 +(epoch: 67, iters: 1144, time: 0.307, data: 0.017) G_GAN: 4.838 G_L1: 4.393 D_real: 0.182 D_fake: 0.035 +(epoch: 67, iters: 1244, time: 0.303, data: 0.020) G_GAN: 4.606 G_L1: 3.470 D_real: 0.015 D_fake: 0.040 +(epoch: 67, iters: 1344, time: 0.412, data: 0.019) G_GAN: 7.039 G_L1: 3.834 D_real: 0.012 D_fake: 0.007 +(epoch: 67, iters: 1444, time: 0.311, data: 0.020) G_GAN: 2.213 G_L1: 3.135 D_real: 0.928 D_fake: 0.028 +(epoch: 67, iters: 1544, time: 0.291, data: 0.020) G_GAN: 4.267 G_L1: 2.850 D_real: 0.107 D_fake: 0.055 +(epoch: 67, iters: 1644, time: 0.292, data: 0.017) G_GAN: 4.779 G_L1: 4.994 D_real: 0.013 D_fake: 0.048 +(epoch: 67, iters: 1744, time: 0.410, data: 0.019) G_GAN: 4.315 G_L1: 4.501 D_real: 0.039 D_fake: 0.117 +(epoch: 67, iters: 1844, time: 0.294, data: 0.017) G_GAN: 6.153 G_L1: 6.476 D_real: 0.007 D_fake: 0.044 +(epoch: 67, iters: 1944, time: 0.285, data: 0.019) G_GAN: 4.726 G_L1: 6.742 D_real: 0.221 D_fake: 0.074 +(epoch: 67, iters: 2044, time: 0.294, data: 0.017) G_GAN: 5.285 G_L1: 3.639 D_real: 0.009 D_fake: 0.032 +(epoch: 67, iters: 2144, time: 0.418, data: 0.019) G_GAN: 3.972 G_L1: 4.307 D_real: 0.297 D_fake: 0.054 +(epoch: 67, iters: 2244, time: 0.304, data: 0.019) G_GAN: 5.126 G_L1: 2.971 D_real: 0.104 D_fake: 0.062 +(epoch: 67, iters: 2344, time: 0.300, data: 0.022) G_GAN: 3.541 G_L1: 3.636 D_real: 0.170 D_fake: 0.102 +(epoch: 67, iters: 2444, time: 0.292, data: 0.018) G_GAN: 4.774 G_L1: 5.986 D_real: 0.010 D_fake: 0.072 +(epoch: 67, iters: 2544, time: 0.401, data: 0.019) G_GAN: 6.947 G_L1: 3.466 D_real: 0.011 D_fake: 0.010 +(epoch: 67, iters: 2644, time: 0.294, data: 0.020) G_GAN: 4.408 G_L1: 4.585 D_real: 0.005 D_fake: 0.040 +(epoch: 67, iters: 2744, time: 0.286, data: 0.019) G_GAN: 5.670 G_L1: 4.873 D_real: 0.369 D_fake: 0.004 +(epoch: 67, iters: 2844, time: 0.299, data: 0.017) G_GAN: 5.177 G_L1: 3.710 D_real: 0.202 D_fake: 0.046 +(epoch: 67, iters: 2944, time: 0.643, data: 0.020) G_GAN: 7.010 G_L1: 3.354 D_real: 0.056 D_fake: 0.005 +(epoch: 67, iters: 3044, time: 0.304, data: 0.024) G_GAN: 6.335 G_L1: 7.114 D_real: 0.000 D_fake: 0.025 +(epoch: 67, iters: 3144, time: 0.311, data: 0.019) G_GAN: 3.411 G_L1: 3.905 D_real: 0.353 D_fake: 0.158 +(epoch: 67, iters: 3244, time: 0.300, data: 0.019) G_GAN: 3.766 G_L1: 4.645 D_real: 0.002 D_fake: 0.240 +(epoch: 67, iters: 3344, time: 0.414, data: 0.019) G_GAN: 3.797 G_L1: 4.516 D_real: 0.328 D_fake: 0.136 +(epoch: 67, iters: 3444, time: 0.292, data: 0.023) G_GAN: 5.736 G_L1: 3.133 D_real: 0.193 D_fake: 0.060 +(epoch: 67, iters: 3544, time: 0.296, data: 0.018) G_GAN: 3.032 G_L1: 3.472 D_real: 0.499 D_fake: 0.040 +(epoch: 67, iters: 3644, time: 0.298, data: 0.018) G_GAN: 5.870 G_L1: 5.920 D_real: 0.023 D_fake: 0.018 +(epoch: 67, iters: 3744, time: 0.423, data: 0.019) G_GAN: 5.930 G_L1: 7.448 D_real: 0.028 D_fake: 0.011 +(epoch: 67, iters: 3844, time: 0.291, data: 0.019) G_GAN: 5.090 G_L1: 4.495 D_real: 0.024 D_fake: 0.108 +(epoch: 67, iters: 3944, time: 0.272, data: 0.016) G_GAN: 4.669 G_L1: 3.024 D_real: 0.038 D_fake: 0.503 +(epoch: 67, iters: 4044, time: 0.290, data: 0.017) G_GAN: 3.669 G_L1: 3.862 D_real: 0.127 D_fake: 0.076 +(epoch: 67, iters: 4144, time: 0.412, data: 0.017) G_GAN: 6.184 G_L1: 10.553 D_real: 0.009 D_fake: 0.022 +(epoch: 67, iters: 4244, time: 0.296, data: 0.018) G_GAN: 4.585 G_L1: 4.044 D_real: 0.025 D_fake: 0.090 +(epoch: 67, iters: 4344, time: 0.278, data: 0.018) G_GAN: 5.847 G_L1: 5.977 D_real: 0.680 D_fake: 0.003 +(epoch: 67, iters: 4444, time: 0.297, data: 0.017) G_GAN: 4.216 G_L1: 4.921 D_real: 0.288 D_fake: 0.197 +(epoch: 67, iters: 4544, time: 0.408, data: 0.018) G_GAN: 4.145 G_L1: 3.693 D_real: 0.087 D_fake: 0.082 +(epoch: 67, iters: 4644, time: 0.296, data: 0.016) G_GAN: 4.408 G_L1: 5.041 D_real: 0.000 D_fake: 0.152 +(epoch: 67, iters: 4744, time: 0.293, data: 0.017) G_GAN: 4.983 G_L1: 3.590 D_real: 0.013 D_fake: 0.053 +(epoch: 67, iters: 4844, time: 0.290, data: 0.017) G_GAN: 5.090 G_L1: 3.347 D_real: 0.048 D_fake: 0.043 +(epoch: 67, iters: 4944, time: 0.590, data: 0.016) G_GAN: 3.082 G_L1: 3.371 D_real: 0.561 D_fake: 0.100 +(epoch: 67, iters: 5044, time: 0.282, data: 0.018) G_GAN: 5.341 G_L1: 4.104 D_real: 0.019 D_fake: 0.022 +(epoch: 67, iters: 5144, time: 0.285, data: 0.016) G_GAN: 5.126 G_L1: 5.630 D_real: 0.059 D_fake: 0.034 +(epoch: 67, iters: 5244, time: 0.294, data: 0.016) G_GAN: 4.561 G_L1: 4.218 D_real: 0.034 D_fake: 0.036 +(epoch: 67, iters: 5344, time: 0.411, data: 0.020) G_GAN: 3.814 G_L1: 3.728 D_real: 0.007 D_fake: 0.249 +(epoch: 67, iters: 5444, time: 0.278, data: 0.016) G_GAN: 6.179 G_L1: 3.651 D_real: 0.004 D_fake: 0.064 +(epoch: 67, iters: 5544, time: 0.286, data: 0.014) G_GAN: 4.688 G_L1: 4.179 D_real: 0.003 D_fake: 0.067 +(epoch: 67, iters: 5644, time: 0.275, data: 0.016) G_GAN: 3.360 G_L1: 3.380 D_real: 0.232 D_fake: 0.191 +(epoch: 67, iters: 5744, time: 0.415, data: 0.016) G_GAN: 5.426 G_L1: 3.569 D_real: 0.033 D_fake: 0.029 +(epoch: 67, iters: 5844, time: 0.287, data: 0.022) G_GAN: 6.969 G_L1: 4.639 D_real: 0.114 D_fake: 0.007 +(epoch: 67, iters: 5944, time: 0.295, data: 0.016) G_GAN: 5.288 G_L1: 5.445 D_real: 0.116 D_fake: 0.058 +(epoch: 67, iters: 6044, time: 0.289, data: 0.017) G_GAN: 3.746 G_L1: 4.947 D_real: 0.001 D_fake: 0.341 +(epoch: 67, iters: 6144, time: 0.413, data: 0.015) G_GAN: 4.379 G_L1: 4.581 D_real: 0.082 D_fake: 0.041 +(epoch: 67, iters: 6244, time: 0.292, data: 0.018) G_GAN: 6.300 G_L1: 3.445 D_real: 0.046 D_fake: 0.064 +(epoch: 67, iters: 6344, time: 0.292, data: 0.016) G_GAN: 4.314 G_L1: 8.547 D_real: 0.020 D_fake: 0.117 +(epoch: 67, iters: 6444, time: 0.284, data: 0.017) G_GAN: 5.234 G_L1: 4.935 D_real: 0.003 D_fake: 0.019 +(epoch: 67, iters: 6544, time: 0.397, data: 0.017) G_GAN: 3.980 G_L1: 3.874 D_real: 0.052 D_fake: 0.049 +(epoch: 67, iters: 6644, time: 0.296, data: 0.017) G_GAN: 4.633 G_L1: 3.597 D_real: 0.318 D_fake: 0.033 +(epoch: 67, iters: 6744, time: 0.299, data: 0.019) G_GAN: 5.171 G_L1: 4.121 D_real: 0.048 D_fake: 0.133 +(epoch: 67, iters: 6844, time: 0.296, data: 0.017) G_GAN: 5.011 G_L1: 3.501 D_real: 0.038 D_fake: 0.026 +(epoch: 67, iters: 6944, time: 0.574, data: 0.018) G_GAN: 5.287 G_L1: 4.697 D_real: 0.006 D_fake: 0.041 +(epoch: 67, iters: 7044, time: 0.294, data: 0.015) G_GAN: 4.465 G_L1: 3.118 D_real: 0.271 D_fake: 0.029 +(epoch: 67, iters: 7144, time: 0.290, data: 0.018) G_GAN: 4.894 G_L1: 3.369 D_real: 0.086 D_fake: 0.045 +(epoch: 67, iters: 7244, time: 0.281, data: 0.018) G_GAN: 4.374 G_L1: 3.654 D_real: 0.010 D_fake: 0.049 +(epoch: 67, iters: 7344, time: 0.386, data: 0.015) G_GAN: 6.326 G_L1: 5.288 D_real: 0.006 D_fake: 0.008 +(epoch: 67, iters: 7444, time: 0.289, data: 0.020) G_GAN: 6.931 G_L1: 4.605 D_real: 0.087 D_fake: 0.011 +(epoch: 67, iters: 7544, time: 0.286, data: 0.015) G_GAN: 4.847 G_L1: 3.378 D_real: 0.057 D_fake: 0.039 +(epoch: 67, iters: 7644, time: 0.291, data: 0.019) G_GAN: 5.309 G_L1: 4.139 D_real: 0.046 D_fake: 0.013 +(epoch: 67, iters: 7744, time: 0.386, data: 0.018) G_GAN: 5.091 G_L1: 2.691 D_real: 0.111 D_fake: 0.027 +(epoch: 67, iters: 7844, time: 0.297, data: 0.019) G_GAN: 7.630 G_L1: 3.921 D_real: 0.008 D_fake: 0.029 +(epoch: 67, iters: 7944, time: 0.292, data: 0.018) G_GAN: 4.272 G_L1: 3.401 D_real: 0.089 D_fake: 0.120 +(epoch: 67, iters: 8044, time: 0.289, data: 0.018) G_GAN: 6.418 G_L1: 5.151 D_real: 0.001 D_fake: 0.012 +(epoch: 67, iters: 8144, time: 0.406, data: 0.020) G_GAN: 5.476 G_L1: 5.430 D_real: 0.024 D_fake: 0.027 +(epoch: 67, iters: 8244, time: 0.295, data: 0.017) G_GAN: 4.883 G_L1: 2.855 D_real: 0.018 D_fake: 0.101 +(epoch: 67, iters: 8344, time: 0.298, data: 0.016) G_GAN: 5.388 G_L1: 6.184 D_real: 0.236 D_fake: 0.021 +(epoch: 67, iters: 8444, time: 0.292, data: 0.018) G_GAN: 4.802 G_L1: 5.002 D_real: 0.439 D_fake: 0.021 +(epoch: 67, iters: 8544, time: 0.381, data: 0.017) G_GAN: 5.686 G_L1: 3.429 D_real: 0.005 D_fake: 0.041 +(epoch: 67, iters: 8644, time: 0.292, data: 0.019) G_GAN: 6.049 G_L1: 4.067 D_real: 0.085 D_fake: 0.036 +(epoch: 67, iters: 8744, time: 0.283, data: 0.018) G_GAN: 5.654 G_L1: 4.358 D_real: 0.007 D_fake: 0.037 +(epoch: 67, iters: 8844, time: 0.294, data: 0.017) G_GAN: 5.116 G_L1: 4.128 D_real: 0.016 D_fake: 0.032 +(epoch: 67, iters: 8944, time: 0.598, data: 0.017) G_GAN: 5.053 G_L1: 4.521 D_real: 0.004 D_fake: 0.024 +(epoch: 67, iters: 9044, time: 0.284, data: 0.018) G_GAN: 4.402 G_L1: 3.753 D_real: 0.026 D_fake: 0.162 +(epoch: 67, iters: 9144, time: 0.256, data: 0.015) G_GAN: 4.649 G_L1: 3.281 D_real: 0.149 D_fake: 0.027 +(epoch: 67, iters: 9244, time: 0.277, data: 0.015) G_GAN: 6.461 G_L1: 3.130 D_real: 0.012 D_fake: 0.028 +(epoch: 67, iters: 9344, time: 0.406, data: 0.015) G_GAN: 5.327 G_L1: 4.333 D_real: 0.003 D_fake: 0.021 +(epoch: 67, iters: 9444, time: 0.255, data: 0.016) G_GAN: 3.799 G_L1: 3.282 D_real: 0.427 D_fake: 0.076 +(epoch: 67, iters: 9544, time: 0.276, data: 0.013) G_GAN: 6.120 G_L1: 4.370 D_real: 0.000 D_fake: 0.019 +(epoch: 67, iters: 9644, time: 0.262, data: 0.017) G_GAN: 5.921 G_L1: 4.916 D_real: 0.094 D_fake: 0.049 +(epoch: 67, iters: 9744, time: 0.391, data: 0.015) G_GAN: 3.367 G_L1: 2.451 D_real: 0.388 D_fake: 0.120 +(epoch: 67, iters: 9844, time: 0.275, data: 0.014) G_GAN: 3.083 G_L1: 2.929 D_real: 0.131 D_fake: 0.129 +(epoch: 67, iters: 9944, time: 0.288, data: 0.016) G_GAN: 4.214 G_L1: 7.866 D_real: 0.024 D_fake: 0.084 +(epoch: 67, iters: 10044, time: 0.294, data: 0.016) G_GAN: 5.158 G_L1: 5.510 D_real: 0.169 D_fake: 0.011 +(epoch: 67, iters: 10144, time: 0.403, data: 0.019) G_GAN: 4.132 G_L1: 5.082 D_real: 0.448 D_fake: 0.077 +(epoch: 67, iters: 10244, time: 0.263, data: 0.018) G_GAN: 4.047 G_L1: 3.494 D_real: 0.019 D_fake: 0.049 +(epoch: 67, iters: 10344, time: 0.293, data: 0.014) G_GAN: 2.276 G_L1: 6.036 D_real: 0.314 D_fake: 0.137 +(epoch: 67, iters: 10444, time: 0.279, data: 0.019) G_GAN: 6.704 G_L1: 4.603 D_real: 0.063 D_fake: 0.010 +(epoch: 67, iters: 10544, time: 0.404, data: 0.015) G_GAN: 6.476 G_L1: 6.216 D_real: 0.101 D_fake: 0.018 +(epoch: 67, iters: 10644, time: 0.268, data: 0.017) G_GAN: 8.507 G_L1: 4.954 D_real: 0.000 D_fake: 0.004 +(epoch: 67, iters: 10744, time: 0.271, data: 0.016) G_GAN: 5.200 G_L1: 5.164 D_real: 0.001 D_fake: 0.225 +(epoch: 67, iters: 10844, time: 0.282, data: 0.014) G_GAN: 6.655 G_L1: 5.699 D_real: 0.016 D_fake: 0.032 +(epoch: 67, iters: 10944, time: 0.568, data: 0.016) G_GAN: 6.536 G_L1: 3.344 D_real: 0.044 D_fake: 0.008 +(epoch: 67, iters: 11044, time: 0.274, data: 0.016) G_GAN: 4.557 G_L1: 4.210 D_real: 0.025 D_fake: 0.042 +(epoch: 67, iters: 11144, time: 0.284, data: 0.017) G_GAN: 4.056 G_L1: 3.967 D_real: 0.106 D_fake: 0.064 +(epoch: 67, iters: 11244, time: 0.292, data: 0.016) G_GAN: 6.800 G_L1: 4.911 D_real: 0.001 D_fake: 0.006 +(epoch: 67, iters: 11344, time: 0.417, data: 0.018) G_GAN: 3.232 G_L1: 5.186 D_real: 0.238 D_fake: 0.161 +(epoch: 67, iters: 11444, time: 0.274, data: 0.020) G_GAN: 5.350 G_L1: 4.256 D_real: 0.167 D_fake: 0.009 +(epoch: 67, iters: 11544, time: 0.286, data: 0.015) G_GAN: 3.299 G_L1: 3.044 D_real: 0.384 D_fake: 0.209 +(epoch: 67, iters: 11644, time: 0.289, data: 0.018) G_GAN: 4.093 G_L1: 3.237 D_real: 0.000 D_fake: 0.099 +(epoch: 67, iters: 11744, time: 0.413, data: 0.016) G_GAN: 3.179 G_L1: 3.560 D_real: 0.340 D_fake: 0.349 +(epoch: 67, iters: 11844, time: 0.286, data: 0.018) G_GAN: 5.665 G_L1: 5.248 D_real: 0.338 D_fake: 0.056 +(epoch: 67, iters: 11944, time: 0.287, data: 0.017) G_GAN: 5.508 G_L1: 4.443 D_real: 0.119 D_fake: 0.160 +(epoch: 67, iters: 12044, time: 0.279, data: 0.017) G_GAN: 5.188 G_L1: 3.667 D_real: 0.063 D_fake: 0.077 +(epoch: 67, iters: 12144, time: 0.393, data: 0.017) G_GAN: 5.729 G_L1: 3.907 D_real: 0.063 D_fake: 0.071 +(epoch: 67, iters: 12244, time: 0.283, data: 0.018) G_GAN: 4.182 G_L1: 3.931 D_real: 0.138 D_fake: 0.226 +(epoch: 67, iters: 12344, time: 0.264, data: 0.016) G_GAN: 4.039 G_L1: 2.648 D_real: 0.033 D_fake: 0.071 +(epoch: 67, iters: 12444, time: 0.276, data: 0.014) G_GAN: 6.028 G_L1: 6.347 D_real: 0.032 D_fake: 0.110 +(epoch: 67, iters: 12544, time: 0.422, data: 0.015) G_GAN: 5.670 G_L1: 3.961 D_real: 0.103 D_fake: 0.042 +(epoch: 67, iters: 12644, time: 0.286, data: 0.020) G_GAN: 3.519 G_L1: 3.773 D_real: 0.280 D_fake: 0.454 +(epoch: 67, iters: 12744, time: 0.287, data: 0.016) G_GAN: 5.078 G_L1: 4.127 D_real: 0.206 D_fake: 0.088 +(epoch: 67, iters: 12844, time: 0.278, data: 0.017) G_GAN: 5.126 G_L1: 3.789 D_real: 1.196 D_fake: 0.009 +(epoch: 67, iters: 12944, time: 0.600, data: 0.016) G_GAN: 4.277 G_L1: 4.487 D_real: 0.208 D_fake: 0.035 +(epoch: 67, iters: 13044, time: 0.288, data: 0.016) G_GAN: 7.185 G_L1: 3.555 D_real: 0.014 D_fake: 0.003 +(epoch: 67, iters: 13144, time: 0.297, data: 0.016) G_GAN: 4.568 G_L1: 5.372 D_real: 0.362 D_fake: 0.017 +(epoch: 67, iters: 13244, time: 0.292, data: 0.018) G_GAN: 3.974 G_L1: 3.120 D_real: 0.123 D_fake: 0.159 +(epoch: 67, iters: 13344, time: 0.406, data: 0.017) G_GAN: 3.879 G_L1: 8.835 D_real: 0.001 D_fake: 0.135 +(epoch: 67, iters: 13444, time: 0.281, data: 0.018) G_GAN: 5.580 G_L1: 4.451 D_real: 0.009 D_fake: 0.061 +(epoch: 67, iters: 13544, time: 0.283, data: 0.016) G_GAN: 4.868 G_L1: 3.685 D_real: 0.010 D_fake: 0.022 +(epoch: 67, iters: 13644, time: 0.295, data: 0.019) G_GAN: 6.118 G_L1: 12.930 D_real: 0.001 D_fake: 0.008 +(epoch: 67, iters: 13744, time: 0.364, data: 0.021) G_GAN: 6.224 G_L1: 4.996 D_real: 0.017 D_fake: 0.044 +(epoch: 67, iters: 13844, time: 0.263, data: 0.018) G_GAN: 5.752 G_L1: 5.076 D_real: 0.007 D_fake: 0.011 +(epoch: 67, iters: 13944, time: 0.284, data: 0.014) G_GAN: 4.755 G_L1: 3.694 D_real: 0.152 D_fake: 0.051 +(epoch: 67, iters: 14044, time: 0.296, data: 0.018) G_GAN: 3.748 G_L1: 3.924 D_real: 0.127 D_fake: 0.065 +(epoch: 67, iters: 14144, time: 0.407, data: 0.020) G_GAN: 7.403 G_L1: 7.028 D_real: 0.001 D_fake: 0.056 +(epoch: 67, iters: 14244, time: 0.288, data: 0.018) G_GAN: 5.748 G_L1: 3.738 D_real: 0.274 D_fake: 0.026 +(epoch: 67, iters: 14344, time: 0.290, data: 0.017) G_GAN: 4.633 G_L1: 4.331 D_real: 0.001 D_fake: 0.244 +(epoch: 67, iters: 14444, time: 0.299, data: 0.017) G_GAN: 6.198 G_L1: 6.503 D_real: 0.115 D_fake: 0.056 +(epoch: 67, iters: 14544, time: 0.414, data: 0.017) G_GAN: 3.040 G_L1: 4.220 D_real: 0.001 D_fake: 0.143 +(epoch: 67, iters: 14644, time: 0.296, data: 0.019) G_GAN: 4.989 G_L1: 2.809 D_real: 0.052 D_fake: 0.028 +(epoch: 67, iters: 14744, time: 0.285, data: 0.019) G_GAN: 3.901 G_L1: 4.171 D_real: 0.149 D_fake: 0.219 +(epoch: 67, iters: 14844, time: 0.300, data: 0.018) G_GAN: 3.245 G_L1: 2.864 D_real: 0.029 D_fake: 0.096 +(epoch: 67, iters: 14944, time: 0.596, data: 0.018) G_GAN: 4.177 G_L1: 3.764 D_real: 0.001 D_fake: 0.179 +(epoch: 67, iters: 15044, time: 0.297, data: 0.016) G_GAN: 3.920 G_L1: 5.432 D_real: 0.000 D_fake: 0.988 +(epoch: 67, iters: 15144, time: 0.296, data: 0.017) G_GAN: 4.223 G_L1: 5.608 D_real: 0.187 D_fake: 0.033 +(epoch: 67, iters: 15244, time: 0.287, data: 0.019) G_GAN: 4.556 G_L1: 4.774 D_real: 0.000 D_fake: 0.083 +(epoch: 67, iters: 15344, time: 0.392, data: 0.017) G_GAN: 3.700 G_L1: 3.840 D_real: 0.070 D_fake: 0.151 +(epoch: 67, iters: 15444, time: 0.295, data: 0.019) G_GAN: 4.412 G_L1: 4.589 D_real: 0.363 D_fake: 0.034 +(epoch: 67, iters: 15544, time: 0.306, data: 0.021) G_GAN: 2.415 G_L1: 3.206 D_real: 0.304 D_fake: 0.148 +(epoch: 67, iters: 15644, time: 0.303, data: 0.018) G_GAN: 3.219 G_L1: 3.924 D_real: 0.168 D_fake: 0.147 +(epoch: 67, iters: 15744, time: 0.412, data: 0.019) G_GAN: 3.319 G_L1: 3.824 D_real: 0.095 D_fake: 0.154 +(epoch: 67, iters: 15844, time: 0.287, data: 0.018) G_GAN: 3.635 G_L1: 3.465 D_real: 0.336 D_fake: 0.070 +(epoch: 67, iters: 15944, time: 0.296, data: 0.019) G_GAN: 7.185 G_L1: 5.345 D_real: 0.001 D_fake: 0.022 +(epoch: 67, iters: 16044, time: 0.274, data: 0.016) G_GAN: 4.581 G_L1: 4.538 D_real: 0.042 D_fake: 0.036 +(epoch: 67, iters: 16144, time: 0.412, data: 0.019) G_GAN: 3.464 G_L1: 3.699 D_real: 0.255 D_fake: 0.069 +(epoch: 67, iters: 16244, time: 0.296, data: 0.020) G_GAN: 4.612 G_L1: 3.266 D_real: 0.039 D_fake: 0.055 +(epoch: 67, iters: 16344, time: 0.305, data: 0.018) G_GAN: 6.336 G_L1: 4.547 D_real: 0.087 D_fake: 0.030 +(epoch: 67, iters: 16444, time: 0.293, data: 0.019) G_GAN: 6.259 G_L1: 5.622 D_real: 0.008 D_fake: 0.069 +(epoch: 67, iters: 16544, time: 0.411, data: 0.020) G_GAN: 5.534 G_L1: 5.488 D_real: 0.057 D_fake: 0.027 +(epoch: 67, iters: 16644, time: 0.294, data: 0.021) G_GAN: 7.797 G_L1: 3.956 D_real: 0.013 D_fake: 0.002 +(epoch: 67, iters: 16744, time: 0.297, data: 0.021) G_GAN: 6.244 G_L1: 3.572 D_real: 0.003 D_fake: 0.013 +(epoch: 67, iters: 16844, time: 0.304, data: 0.019) G_GAN: 3.044 G_L1: 3.027 D_real: 0.284 D_fake: 0.062 +(epoch: 67, iters: 16944, time: 0.637, data: 0.018) G_GAN: 4.492 G_L1: 5.801 D_real: 0.046 D_fake: 0.135 +(epoch: 67, iters: 17044, time: 0.289, data: 0.020) G_GAN: 3.875 G_L1: 4.710 D_real: 0.871 D_fake: 0.011 +(epoch: 67, iters: 17144, time: 0.304, data: 0.017) G_GAN: 6.132 G_L1: 5.110 D_real: 0.073 D_fake: 0.009 +(epoch: 67, iters: 17244, time: 0.291, data: 0.019) G_GAN: 5.636 G_L1: 3.396 D_real: 0.017 D_fake: 0.039 +(epoch: 67, iters: 17344, time: 0.413, data: 0.017) G_GAN: 7.254 G_L1: 5.114 D_real: 0.029 D_fake: 0.017 +(epoch: 67, iters: 17444, time: 0.290, data: 0.021) G_GAN: 7.101 G_L1: 4.036 D_real: 0.007 D_fake: 0.009 +(epoch: 67, iters: 17544, time: 0.297, data: 0.019) G_GAN: 5.038 G_L1: 5.904 D_real: 0.024 D_fake: 0.041 +(epoch: 67, iters: 17644, time: 0.286, data: 0.017) G_GAN: 5.178 G_L1: 3.759 D_real: 0.000 D_fake: 0.030 +(epoch: 67, iters: 17744, time: 0.380, data: 0.021) G_GAN: 4.710 G_L1: 9.907 D_real: 0.011 D_fake: 0.224 +(epoch: 67, iters: 17844, time: 0.295, data: 0.020) G_GAN: 5.016 G_L1: 4.023 D_real: 0.017 D_fake: 0.029 +(epoch: 67, iters: 17944, time: 0.303, data: 0.021) G_GAN: 5.119 G_L1: 5.092 D_real: 0.054 D_fake: 0.060 +(epoch: 67, iters: 18044, time: 0.288, data: 0.022) G_GAN: 4.081 G_L1: 2.876 D_real: 0.138 D_fake: 0.032 +(epoch: 67, iters: 18144, time: 0.415, data: 0.017) G_GAN: 7.091 G_L1: 8.341 D_real: 0.032 D_fake: 0.016 +(epoch: 67, iters: 18244, time: 0.299, data: 0.019) G_GAN: 5.416 G_L1: 3.819 D_real: 0.092 D_fake: 0.070 +(epoch: 67, iters: 18344, time: 0.305, data: 0.018) G_GAN: 4.539 G_L1: 3.599 D_real: 0.610 D_fake: 0.027 +(epoch: 67, iters: 18444, time: 0.305, data: 0.020) G_GAN: 5.946 G_L1: 4.120 D_real: 0.003 D_fake: 0.029 +(epoch: 67, iters: 18544, time: 0.410, data: 0.019) G_GAN: 4.358 G_L1: 8.678 D_real: 0.077 D_fake: 0.051 +(epoch: 67, iters: 18644, time: 0.290, data: 0.018) G_GAN: 4.984 G_L1: 2.784 D_real: 0.061 D_fake: 0.104 +(epoch: 67, iters: 18744, time: 0.294, data: 0.019) G_GAN: 4.970 G_L1: 5.733 D_real: 0.252 D_fake: 0.011 +(epoch: 67, iters: 18844, time: 0.300, data: 0.018) G_GAN: 4.230 G_L1: 2.986 D_real: 0.008 D_fake: 0.364 +(epoch: 67, iters: 18944, time: 0.636, data: 0.018) G_GAN: 9.635 G_L1: 7.289 D_real: 0.045 D_fake: 0.001 +(epoch: 67, iters: 19044, time: 0.296, data: 0.018) G_GAN: 3.997 G_L1: 4.505 D_real: 0.034 D_fake: 0.133 +(epoch: 67, iters: 19144, time: 0.294, data: 0.019) G_GAN: 4.232 G_L1: 3.072 D_real: 0.012 D_fake: 0.450 +(epoch: 67, iters: 19244, time: 0.287, data: 0.019) G_GAN: 4.355 G_L1: 3.658 D_real: 0.001 D_fake: 0.067 +(epoch: 67, iters: 19344, time: 0.368, data: 0.016) G_GAN: 5.153 G_L1: 3.182 D_real: 0.001 D_fake: 0.060 +(epoch: 67, iters: 19444, time: 0.296, data: 0.017) G_GAN: 6.369 G_L1: 5.763 D_real: 0.002 D_fake: 0.007 +(epoch: 67, iters: 19544, time: 0.283, data: 0.020) G_GAN: 6.121 G_L1: 4.871 D_real: 0.002 D_fake: 0.074 +(epoch: 67, iters: 19644, time: 0.287, data: 0.017) G_GAN: 4.092 G_L1: 2.977 D_real: 0.005 D_fake: 0.078 +(epoch: 67, iters: 19744, time: 0.409, data: 0.017) G_GAN: 4.045 G_L1: 4.147 D_real: 0.371 D_fake: 0.044 +(epoch: 67, iters: 19844, time: 0.302, data: 0.017) G_GAN: 3.291 G_L1: 3.269 D_real: 0.006 D_fake: 0.116 +(epoch: 67, iters: 19944, time: 0.282, data: 0.017) G_GAN: 7.233 G_L1: 10.319 D_real: 0.007 D_fake: 0.053 +(epoch: 67, iters: 20044, time: 0.302, data: 0.018) G_GAN: 7.884 G_L1: 6.272 D_real: 0.026 D_fake: 0.040 +(epoch: 67, iters: 20144, time: 0.416, data: 0.018) G_GAN: 6.611 G_L1: 9.989 D_real: 0.005 D_fake: 0.035 +(epoch: 67, iters: 20244, time: 0.282, data: 0.018) G_GAN: 7.389 G_L1: 4.473 D_real: 0.001 D_fake: 0.006 +(epoch: 67, iters: 20344, time: 0.291, data: 0.017) G_GAN: 7.870 G_L1: 5.432 D_real: 0.031 D_fake: 0.002 +(epoch: 67, iters: 20444, time: 0.289, data: 0.019) G_GAN: 6.302 G_L1: 4.342 D_real: 0.004 D_fake: 0.009 +(epoch: 67, iters: 20544, time: 0.418, data: 0.017) G_GAN: 6.197 G_L1: 5.159 D_real: 0.046 D_fake: 0.361 +(epoch: 67, iters: 20644, time: 0.279, data: 0.018) G_GAN: 6.891 G_L1: 4.440 D_real: 0.032 D_fake: 0.021 +(epoch: 67, iters: 20744, time: 0.293, data: 0.017) G_GAN: 3.944 G_L1: 2.751 D_real: 0.000 D_fake: 0.146 +(epoch: 67, iters: 20844, time: 0.295, data: 0.018) G_GAN: 8.925 G_L1: 6.248 D_real: 0.006 D_fake: 0.003 +(epoch: 67, iters: 20944, time: 0.543, data: 0.018) G_GAN: 7.223 G_L1: 6.838 D_real: 0.024 D_fake: 0.013 +(epoch: 67, iters: 21044, time: 0.290, data: 0.018) G_GAN: 5.887 G_L1: 3.636 D_real: 0.097 D_fake: 0.019 +(epoch: 67, iters: 21144, time: 0.280, data: 0.018) G_GAN: 6.282 G_L1: 5.637 D_real: 0.005 D_fake: 0.013 +(epoch: 67, iters: 21244, time: 0.283, data: 0.018) G_GAN: 6.831 G_L1: 4.486 D_real: 0.000 D_fake: 0.030 +(epoch: 67, iters: 21344, time: 0.404, data: 0.017) G_GAN: 4.879 G_L1: 2.827 D_real: 0.007 D_fake: 0.095 +(epoch: 67, iters: 21444, time: 0.286, data: 0.018) G_GAN: 6.159 G_L1: 3.984 D_real: 0.006 D_fake: 0.008 +(epoch: 67, iters: 21544, time: 0.295, data: 0.015) G_GAN: 5.539 G_L1: 2.517 D_real: 0.007 D_fake: 0.062 +(epoch: 67, iters: 21644, time: 0.273, data: 0.018) G_GAN: 4.175 G_L1: 2.436 D_real: 0.014 D_fake: 0.054 +(epoch: 67, iters: 21744, time: 0.400, data: 0.015) G_GAN: 5.079 G_L1: 3.927 D_real: 0.073 D_fake: 0.024 +(epoch: 67, iters: 21844, time: 0.288, data: 0.016) G_GAN: 5.500 G_L1: 3.526 D_real: 0.000 D_fake: 0.033 +(epoch: 67, iters: 21944, time: 0.295, data: 0.016) G_GAN: 5.766 G_L1: 3.625 D_real: 0.014 D_fake: 0.044 +(epoch: 67, iters: 22044, time: 0.288, data: 0.018) G_GAN: 6.605 G_L1: 6.105 D_real: 0.010 D_fake: 0.024 +(epoch: 67, iters: 22144, time: 0.384, data: 0.017) G_GAN: 5.929 G_L1: 3.977 D_real: 0.009 D_fake: 0.028 +(epoch: 67, iters: 22244, time: 0.299, data: 0.016) G_GAN: 4.855 G_L1: 3.740 D_real: 0.046 D_fake: 0.037 +(epoch: 67, iters: 22344, time: 0.295, data: 0.021) G_GAN: 8.458 G_L1: 8.090 D_real: 0.009 D_fake: 0.005 +(epoch: 67, iters: 22444, time: 0.297, data: 0.019) G_GAN: 6.726 G_L1: 3.794 D_real: 0.090 D_fake: 0.012 +(epoch: 67, iters: 22544, time: 0.417, data: 0.017) G_GAN: 7.496 G_L1: 5.075 D_real: 0.006 D_fake: 0.014 +(epoch: 67, iters: 22644, time: 0.294, data: 0.020) G_GAN: 8.866 G_L1: 4.726 D_real: 0.022 D_fake: 0.006 +(epoch: 67, iters: 22744, time: 0.285, data: 0.018) G_GAN: 6.794 G_L1: 5.443 D_real: 0.009 D_fake: 0.007 +(epoch: 67, iters: 22844, time: 0.263, data: 0.017) G_GAN: 9.771 G_L1: 4.262 D_real: 0.074 D_fake: 0.001 +(epoch: 67, iters: 22944, time: 0.586, data: 0.015) G_GAN: 8.240 G_L1: 5.704 D_real: 0.013 D_fake: 0.004 +(epoch: 67, iters: 23044, time: 0.299, data: 0.017) G_GAN: 6.007 G_L1: 7.588 D_real: 0.039 D_fake: 0.069 +(epoch: 67, iters: 23144, time: 0.285, data: 0.021) G_GAN: 6.627 G_L1: 4.766 D_real: 0.215 D_fake: 0.004 +(epoch: 67, iters: 23244, time: 0.293, data: 0.016) G_GAN: 6.588 G_L1: 3.877 D_real: 0.000 D_fake: 0.008 +(epoch: 67, iters: 23344, time: 0.378, data: 0.021) G_GAN: 4.829 G_L1: 2.994 D_real: 0.410 D_fake: 0.022 +(epoch: 67, iters: 23444, time: 0.291, data: 0.019) G_GAN: 5.818 G_L1: 2.466 D_real: 0.098 D_fake: 0.011 +(epoch: 67, iters: 23544, time: 0.295, data: 0.018) G_GAN: 5.115 G_L1: 9.983 D_real: 0.607 D_fake: 0.066 +(epoch: 67, iters: 23644, time: 0.272, data: 0.018) G_GAN: 6.310 G_L1: 3.666 D_real: 0.060 D_fake: 0.431 +(epoch: 67, iters: 23744, time: 0.403, data: 0.017) G_GAN: 5.978 G_L1: 5.170 D_real: 0.003 D_fake: 0.016 +(epoch: 67, iters: 23844, time: 0.293, data: 0.019) G_GAN: 3.518 G_L1: 3.588 D_real: 0.640 D_fake: 0.088 +(epoch: 67, iters: 23944, time: 0.288, data: 0.018) G_GAN: 6.999 G_L1: 3.659 D_real: 0.002 D_fake: 0.033 +(epoch: 67, iters: 24044, time: 0.304, data: 0.019) G_GAN: 6.120 G_L1: 3.987 D_real: 0.018 D_fake: 0.008 +(epoch: 67, iters: 24144, time: 0.398, data: 0.021) G_GAN: 9.764 G_L1: 13.165 D_real: 0.004 D_fake: 0.003 +(epoch: 67, iters: 24244, time: 0.292, data: 0.017) G_GAN: 7.647 G_L1: 5.016 D_real: 0.023 D_fake: 0.029 +(epoch: 67, iters: 24344, time: 0.304, data: 0.019) G_GAN: 7.189 G_L1: 5.666 D_real: 0.001 D_fake: 0.006 +(epoch: 67, iters: 24444, time: 0.304, data: 0.020) G_GAN: 5.811 G_L1: 5.879 D_real: 0.135 D_fake: 0.058 +(epoch: 67, iters: 24544, time: 0.408, data: 0.019) G_GAN: 7.112 G_L1: 3.365 D_real: 0.014 D_fake: 0.185 +(epoch: 67, iters: 24644, time: 0.294, data: 0.020) G_GAN: 5.495 G_L1: 2.206 D_real: 0.020 D_fake: 0.020 +(epoch: 67, iters: 24744, time: 0.294, data: 0.020) G_GAN: 5.832 G_L1: 2.864 D_real: 0.089 D_fake: 0.297 +(epoch: 67, iters: 24844, time: 0.303, data: 0.018) G_GAN: 7.778 G_L1: 4.709 D_real: 0.000 D_fake: 0.019 +(epoch: 67, iters: 24944, time: 0.600, data: 0.023) G_GAN: 8.138 G_L1: 4.426 D_real: 0.007 D_fake: 0.005 +(epoch: 67, iters: 25044, time: 0.302, data: 0.019) G_GAN: 7.535 G_L1: 3.417 D_real: 0.006 D_fake: 0.007 +(epoch: 67, iters: 25144, time: 0.297, data: 0.022) G_GAN: 10.940 G_L1: 3.431 D_real: 0.001 D_fake: 0.003 +(epoch: 67, iters: 25244, time: 0.296, data: 0.019) G_GAN: 7.639 G_L1: 5.646 D_real: 0.009 D_fake: 0.019 +(epoch: 67, iters: 25344, time: 0.397, data: 0.019) G_GAN: 4.057 G_L1: 5.737 D_real: 0.081 D_fake: 0.056 +(epoch: 67, iters: 25444, time: 0.295, data: 0.020) G_GAN: 6.200 G_L1: 5.264 D_real: 0.010 D_fake: 0.044 +(epoch: 67, iters: 25544, time: 0.303, data: 0.019) G_GAN: 6.532 G_L1: 11.841 D_real: 0.370 D_fake: 0.041 +(epoch: 67, iters: 25644, time: 0.285, data: 0.020) G_GAN: 5.716 G_L1: 4.297 D_real: 0.000 D_fake: 0.251 +(epoch: 67, iters: 25744, time: 0.410, data: 0.021) G_GAN: 4.750 G_L1: 3.763 D_real: 0.004 D_fake: 0.065 +(epoch: 67, iters: 25844, time: 0.294, data: 0.020) G_GAN: 5.070 G_L1: 4.227 D_real: 0.198 D_fake: 0.025 +(epoch: 67, iters: 25944, time: 0.290, data: 0.019) G_GAN: 5.525 G_L1: 5.513 D_real: 0.015 D_fake: 0.045 +(epoch: 67, iters: 26044, time: 0.309, data: 0.018) G_GAN: 6.631 G_L1: 3.917 D_real: 0.021 D_fake: 0.020 +(epoch: 67, iters: 26144, time: 0.393, data: 0.019) G_GAN: 8.662 G_L1: 4.878 D_real: 0.039 D_fake: 0.005 +(epoch: 67, iters: 26244, time: 0.294, data: 0.019) G_GAN: 6.058 G_L1: 3.943 D_real: 0.001 D_fake: 0.102 +(epoch: 67, iters: 26344, time: 0.303, data: 0.023) G_GAN: 4.590 G_L1: 4.405 D_real: 0.145 D_fake: 0.029 +(epoch: 67, iters: 26444, time: 0.299, data: 0.020) G_GAN: 6.977 G_L1: 4.503 D_real: 0.046 D_fake: 0.014 +(epoch: 67, iters: 26544, time: 0.412, data: 0.019) G_GAN: 5.644 G_L1: 5.119 D_real: 0.198 D_fake: 0.049 +(epoch: 67, iters: 26644, time: 0.302, data: 0.019) G_GAN: 7.417 G_L1: 3.235 D_real: 0.000 D_fake: 0.005 +(epoch: 67, iters: 26744, time: 0.302, data: 0.018) G_GAN: 7.290 G_L1: 5.159 D_real: 0.032 D_fake: 0.005 +(epoch: 67, iters: 26844, time: 0.292, data: 0.019) G_GAN: 5.118 G_L1: 10.930 D_real: 0.007 D_fake: 0.145 +(epoch: 67, iters: 26944, time: 0.596, data: 0.018) G_GAN: 3.953 G_L1: 3.466 D_real: 0.021 D_fake: 0.108 +(epoch: 67, iters: 27044, time: 0.298, data: 0.018) G_GAN: 5.980 G_L1: 5.668 D_real: 0.094 D_fake: 0.007 +(epoch: 67, iters: 27144, time: 0.295, data: 0.020) G_GAN: 5.772 G_L1: 2.932 D_real: 0.003 D_fake: 0.025 +(epoch: 67, iters: 27244, time: 0.294, data: 0.017) G_GAN: 4.140 G_L1: 3.164 D_real: 0.089 D_fake: 0.141 +(epoch: 67, iters: 27344, time: 0.414, data: 0.019) G_GAN: 5.684 G_L1: 3.901 D_real: 0.168 D_fake: 0.030 +(epoch: 67, iters: 27444, time: 0.303, data: 0.019) G_GAN: 5.834 G_L1: 2.958 D_real: 0.016 D_fake: 0.014 +(epoch: 67, iters: 27544, time: 0.287, data: 0.022) G_GAN: 8.204 G_L1: 8.741 D_real: 0.068 D_fake: 0.005 +(epoch: 67, iters: 27644, time: 0.296, data: 0.018) G_GAN: 7.801 G_L1: 6.443 D_real: 0.001 D_fake: 0.002 +(epoch: 67, iters: 27744, time: 0.411, data: 0.021) G_GAN: 7.562 G_L1: 2.867 D_real: 0.090 D_fake: 0.014 +(epoch: 67, iters: 27844, time: 0.294, data: 0.018) G_GAN: 7.800 G_L1: 7.806 D_real: 0.001 D_fake: 0.003 +(epoch: 67, iters: 27944, time: 0.299, data: 0.021) G_GAN: 7.962 G_L1: 4.731 D_real: 0.000 D_fake: 0.011 +(epoch: 67, iters: 28044, time: 0.294, data: 0.019) G_GAN: 5.173 G_L1: 3.116 D_real: 0.002 D_fake: 0.114 +(epoch: 67, iters: 28144, time: 0.418, data: 0.020) G_GAN: 5.652 G_L1: 3.022 D_real: 0.060 D_fake: 0.399 +(epoch: 67, iters: 28244, time: 0.296, data: 0.018) G_GAN: 6.832 G_L1: 7.727 D_real: 0.000 D_fake: 0.043 +(epoch: 67, iters: 28344, time: 0.291, data: 0.019) G_GAN: 4.313 G_L1: 3.520 D_real: 0.024 D_fake: 0.046 +(epoch: 67, iters: 28444, time: 0.290, data: 0.017) G_GAN: 4.472 G_L1: 3.997 D_real: 0.047 D_fake: 0.049 +(epoch: 67, iters: 28544, time: 0.416, data: 0.020) G_GAN: 4.698 G_L1: 5.079 D_real: 0.008 D_fake: 0.294 +(epoch: 67, iters: 28644, time: 0.297, data: 0.017) G_GAN: 5.435 G_L1: 4.075 D_real: 0.064 D_fake: 0.083 +(epoch: 67, iters: 28744, time: 0.288, data: 0.018) G_GAN: 5.389 G_L1: 4.470 D_real: 0.010 D_fake: 0.098 +(epoch: 67, iters: 28844, time: 0.281, data: 0.017) G_GAN: 6.915 G_L1: 5.476 D_real: 0.001 D_fake: 0.008 +(epoch: 67, iters: 28944, time: 0.583, data: 0.017) G_GAN: 6.416 G_L1: 4.394 D_real: 0.000 D_fake: 0.010 +(epoch: 67, iters: 29044, time: 0.297, data: 0.020) G_GAN: 3.908 G_L1: 4.139 D_real: 0.015 D_fake: 0.170 +(epoch: 67, iters: 29144, time: 0.302, data: 0.019) G_GAN: 6.587 G_L1: 4.189 D_real: 0.005 D_fake: 0.053 +(epoch: 67, iters: 29244, time: 0.301, data: 0.020) G_GAN: 4.878 G_L1: 3.505 D_real: 0.167 D_fake: 0.056 +(epoch: 67, iters: 29344, time: 0.411, data: 0.017) G_GAN: 4.594 G_L1: 3.341 D_real: 0.259 D_fake: 0.030 +(epoch: 67, iters: 29444, time: 0.289, data: 0.021) G_GAN: 5.423 G_L1: 4.214 D_real: 0.042 D_fake: 0.045 +(epoch: 67, iters: 29544, time: 0.293, data: 0.017) G_GAN: 3.964 G_L1: 4.270 D_real: 0.179 D_fake: 0.034 +(epoch: 67, iters: 29644, time: 0.295, data: 0.018) G_GAN: 4.682 G_L1: 4.845 D_real: 0.016 D_fake: 0.051 +(epoch: 67, iters: 29744, time: 0.413, data: 0.017) G_GAN: 5.009 G_L1: 3.769 D_real: 0.220 D_fake: 0.103 +(epoch: 67, iters: 29844, time: 0.284, data: 0.019) G_GAN: 5.094 G_L1: 4.139 D_real: 0.010 D_fake: 0.017 +(epoch: 67, iters: 29944, time: 0.290, data: 0.019) G_GAN: 4.227 G_L1: 2.642 D_real: 0.015 D_fake: 0.121 +(epoch: 67, iters: 30044, time: 0.296, data: 0.017) G_GAN: 6.164 G_L1: 3.950 D_real: 0.003 D_fake: 0.218 +(epoch: 67, iters: 30144, time: 0.404, data: 0.018) G_GAN: 6.690 G_L1: 7.197 D_real: 0.035 D_fake: 0.017 +(epoch: 67, iters: 30244, time: 0.290, data: 0.016) G_GAN: 5.857 G_L1: 7.952 D_real: 0.001 D_fake: 0.100 +(epoch: 67, iters: 30344, time: 0.290, data: 0.016) G_GAN: 5.569 G_L1: 5.078 D_real: 0.065 D_fake: 0.022 +(epoch: 67, iters: 30444, time: 0.310, data: 0.021) G_GAN: 7.781 G_L1: 5.526 D_real: 0.034 D_fake: 0.023 +(epoch: 67, iters: 30544, time: 0.372, data: 0.019) G_GAN: 3.235 G_L1: 2.920 D_real: 0.082 D_fake: 0.301 +(epoch: 67, iters: 30644, time: 0.288, data: 0.018) G_GAN: 4.059 G_L1: 4.440 D_real: 0.021 D_fake: 0.071 +(epoch: 67, iters: 30744, time: 0.299, data: 0.015) G_GAN: 6.146 G_L1: 5.648 D_real: 0.121 D_fake: 0.024 +(epoch: 67, iters: 30844, time: 0.298, data: 0.019) G_GAN: 4.946 G_L1: 4.161 D_real: 0.014 D_fake: 0.020 +(epoch: 67, iters: 30944, time: 0.580, data: 0.018) G_GAN: 5.735 G_L1: 3.332 D_real: 0.032 D_fake: 0.022 +(epoch: 67, iters: 31044, time: 0.284, data: 0.015) G_GAN: 3.971 G_L1: 3.870 D_real: 0.114 D_fake: 0.094 +(epoch: 67, iters: 31144, time: 0.304, data: 0.017) G_GAN: 6.268 G_L1: 6.090 D_real: 0.020 D_fake: 0.011 +(epoch: 67, iters: 31244, time: 0.295, data: 0.019) G_GAN: 4.773 G_L1: 4.142 D_real: 0.261 D_fake: 0.016 +(epoch: 67, iters: 31344, time: 0.411, data: 0.019) G_GAN: 5.860 G_L1: 5.455 D_real: 0.102 D_fake: 0.021 +(epoch: 67, iters: 31444, time: 0.285, data: 0.019) G_GAN: 5.569 G_L1: 4.194 D_real: 0.073 D_fake: 0.020 +(epoch: 67, iters: 31544, time: 0.304, data: 0.018) G_GAN: 4.277 G_L1: 4.402 D_real: 0.292 D_fake: 0.048 +(epoch: 67, iters: 31644, time: 0.275, data: 0.017) G_GAN: 3.386 G_L1: 3.909 D_real: 0.140 D_fake: 0.109 +(epoch: 67, iters: 31744, time: 0.414, data: 0.017) G_GAN: 7.314 G_L1: 5.908 D_real: 0.201 D_fake: 0.009 +(epoch: 67, iters: 31844, time: 0.291, data: 0.019) G_GAN: 7.565 G_L1: 4.253 D_real: 0.005 D_fake: 0.009 +(epoch: 67, iters: 31944, time: 0.296, data: 0.017) G_GAN: 8.130 G_L1: 5.239 D_real: 0.001 D_fake: 0.005 +(epoch: 67, iters: 32044, time: 0.302, data: 0.019) G_GAN: 5.503 G_L1: 5.046 D_real: 0.064 D_fake: 0.102 +(epoch: 67, iters: 32144, time: 0.423, data: 0.023) G_GAN: 7.572 G_L1: 4.711 D_real: 0.117 D_fake: 0.003 +(epoch: 67, iters: 32244, time: 0.288, data: 0.020) G_GAN: 8.531 G_L1: 3.802 D_real: 0.036 D_fake: 0.002 +(epoch: 67, iters: 32344, time: 0.292, data: 0.018) G_GAN: 10.571 G_L1: 9.035 D_real: 0.005 D_fake: 0.783 +(epoch: 67, iters: 32444, time: 0.300, data: 0.018) G_GAN: 5.637 G_L1: 4.081 D_real: 0.658 D_fake: 0.266 +(epoch: 67, iters: 32544, time: 0.418, data: 0.020) G_GAN: 5.797 G_L1: 6.624 D_real: 0.124 D_fake: 0.051 +(epoch: 67, iters: 32644, time: 0.283, data: 0.017) G_GAN: 5.730 G_L1: 4.158 D_real: 0.006 D_fake: 0.019 +(epoch: 67, iters: 32744, time: 0.301, data: 0.019) G_GAN: 5.431 G_L1: 3.400 D_real: 0.263 D_fake: 0.065 +(epoch: 67, iters: 32844, time: 0.303, data: 0.021) G_GAN: 3.359 G_L1: 3.579 D_real: 0.514 D_fake: 0.061 +(epoch: 67, iters: 32944, time: 0.582, data: 0.021) G_GAN: 5.337 G_L1: 4.597 D_real: 0.074 D_fake: 0.061 +(epoch: 67, iters: 33044, time: 0.277, data: 0.016) G_GAN: 4.493 G_L1: 4.082 D_real: 0.012 D_fake: 0.115 +(epoch: 67, iters: 33144, time: 0.296, data: 0.016) G_GAN: 6.469 G_L1: 6.633 D_real: 0.020 D_fake: 0.032 +(epoch: 67, iters: 33244, time: 0.286, data: 0.021) G_GAN: 6.173 G_L1: 5.535 D_real: 0.018 D_fake: 0.025 +(epoch: 67, iters: 33344, time: 0.381, data: 0.016) G_GAN: 4.042 G_L1: 4.620 D_real: 0.284 D_fake: 0.035 +(epoch: 67, iters: 33444, time: 0.291, data: 0.019) G_GAN: 8.139 G_L1: 6.707 D_real: 0.021 D_fake: 0.006 +(epoch: 67, iters: 33544, time: 0.305, data: 0.026) G_GAN: 5.084 G_L1: 6.797 D_real: 0.009 D_fake: 0.086 +(epoch: 67, iters: 33644, time: 0.289, data: 0.018) G_GAN: 4.635 G_L1: 3.288 D_real: 0.585 D_fake: 0.081 +(epoch: 67, iters: 33744, time: 0.422, data: 0.018) G_GAN: 6.478 G_L1: 2.859 D_real: 0.019 D_fake: 0.011 +(epoch: 67, iters: 33844, time: 0.291, data: 0.019) G_GAN: 5.751 G_L1: 10.727 D_real: 0.011 D_fake: 0.037 +(epoch: 67, iters: 33944, time: 0.297, data: 0.018) G_GAN: 5.047 G_L1: 3.892 D_real: 0.045 D_fake: 0.038 +(epoch: 67, iters: 34044, time: 0.289, data: 0.019) G_GAN: 5.146 G_L1: 3.346 D_real: 0.117 D_fake: 0.013 +(epoch: 67, iters: 34144, time: 0.409, data: 0.019) G_GAN: 6.279 G_L1: 4.593 D_real: 0.005 D_fake: 0.045 +(epoch: 67, iters: 34244, time: 0.302, data: 0.018) G_GAN: 4.571 G_L1: 3.917 D_real: 0.155 D_fake: 0.046 +(epoch: 67, iters: 34344, time: 0.305, data: 0.018) G_GAN: 5.111 G_L1: 4.223 D_real: 0.021 D_fake: 0.019 +(epoch: 67, iters: 34444, time: 0.287, data: 0.018) G_GAN: 5.669 G_L1: 5.215 D_real: 0.068 D_fake: 0.012 +(epoch: 67, iters: 34544, time: 0.419, data: 0.018) G_GAN: 3.964 G_L1: 8.081 D_real: 0.036 D_fake: 0.072 +(epoch: 67, iters: 34644, time: 0.298, data: 0.017) G_GAN: 4.577 G_L1: 4.245 D_real: 0.002 D_fake: 0.093 +(epoch: 67, iters: 34744, time: 0.294, data: 0.018) G_GAN: 4.246 G_L1: 3.051 D_real: 0.029 D_fake: 0.191 +(epoch: 67, iters: 34844, time: 0.289, data: 0.018) G_GAN: 4.837 G_L1: 2.700 D_real: 0.147 D_fake: 0.013 +(epoch: 67, iters: 34944, time: 0.598, data: 0.019) G_GAN: 4.689 G_L1: 3.260 D_real: 0.024 D_fake: 0.062 +(epoch: 67, iters: 35044, time: 0.296, data: 0.022) G_GAN: 5.935 G_L1: 4.818 D_real: 0.013 D_fake: 0.168 +(epoch: 67, iters: 35144, time: 0.294, data: 0.018) G_GAN: 5.315 G_L1: 3.543 D_real: 0.029 D_fake: 0.278 +(epoch: 67, iters: 35244, time: 0.294, data: 0.019) G_GAN: 7.151 G_L1: 3.947 D_real: 0.042 D_fake: 0.024 +(epoch: 67, iters: 35344, time: 0.414, data: 0.019) G_GAN: 5.754 G_L1: 6.788 D_real: 0.001 D_fake: 0.017 +(epoch: 67, iters: 35444, time: 0.303, data: 0.021) G_GAN: 6.098 G_L1: 4.418 D_real: 0.028 D_fake: 0.010 +(epoch: 67, iters: 35544, time: 0.301, data: 0.020) G_GAN: 4.746 G_L1: 4.222 D_real: 0.004 D_fake: 0.056 +(epoch: 67, iters: 35644, time: 0.292, data: 0.019) G_GAN: 7.565 G_L1: 3.235 D_real: 0.018 D_fake: 0.005 +(epoch: 67, iters: 35744, time: 0.418, data: 0.021) G_GAN: 5.176 G_L1: 3.516 D_real: 0.007 D_fake: 0.023 +(epoch: 67, iters: 35844, time: 0.303, data: 0.019) G_GAN: 4.435 G_L1: 4.514 D_real: 0.308 D_fake: 0.091 +(epoch: 67, iters: 35944, time: 0.303, data: 0.018) G_GAN: 6.857 G_L1: 5.497 D_real: 0.015 D_fake: 0.004 +(epoch: 67, iters: 36044, time: 0.299, data: 0.017) G_GAN: 4.558 G_L1: 4.700 D_real: 0.045 D_fake: 0.038 +(epoch: 67, iters: 36144, time: 0.394, data: 0.020) G_GAN: 7.188 G_L1: 3.702 D_real: 0.065 D_fake: 0.072 +(epoch: 67, iters: 36244, time: 0.304, data: 0.019) G_GAN: 4.166 G_L1: 3.531 D_real: 0.001 D_fake: 0.392 +(epoch: 67, iters: 36344, time: 0.304, data: 0.020) G_GAN: 4.693 G_L1: 3.330 D_real: 0.013 D_fake: 0.052 +(epoch: 67, iters: 36444, time: 0.283, data: 0.019) G_GAN: 3.880 G_L1: 3.113 D_real: 0.000 D_fake: 0.154 +(epoch: 67, iters: 36544, time: 0.412, data: 0.016) G_GAN: 5.586 G_L1: 7.578 D_real: 0.017 D_fake: 0.039 +(epoch: 67, iters: 36644, time: 0.301, data: 0.019) G_GAN: 2.260 G_L1: 3.050 D_real: 0.760 D_fake: 0.141 +(epoch: 67, iters: 36744, time: 0.292, data: 0.019) G_GAN: 4.079 G_L1: 4.111 D_real: 0.028 D_fake: 0.172 +(epoch: 67, iters: 36844, time: 0.305, data: 0.018) G_GAN: 4.610 G_L1: 3.849 D_real: 0.124 D_fake: 0.096 +(epoch: 67, iters: 36944, time: 0.599, data: 0.020) G_GAN: 3.987 G_L1: 3.372 D_real: 0.109 D_fake: 0.072 +(epoch: 67, iters: 37044, time: 0.299, data: 0.020) G_GAN: 5.262 G_L1: 4.282 D_real: 0.194 D_fake: 0.025 +(epoch: 67, iters: 37144, time: 0.303, data: 0.018) G_GAN: 5.642 G_L1: 4.279 D_real: 0.016 D_fake: 0.038 +(epoch: 67, iters: 37244, time: 0.296, data: 0.018) G_GAN: 4.271 G_L1: 2.981 D_real: 0.008 D_fake: 0.192 +(epoch: 67, iters: 37344, time: 0.419, data: 0.019) G_GAN: 4.855 G_L1: 4.804 D_real: 0.022 D_fake: 0.051 +(epoch: 67, iters: 37444, time: 0.296, data: 0.018) G_GAN: 4.101 G_L1: 5.896 D_real: 0.176 D_fake: 0.121 +(epoch: 67, iters: 37544, time: 0.297, data: 0.017) G_GAN: 5.349 G_L1: 3.240 D_real: 0.178 D_fake: 0.027 +(epoch: 67, iters: 37644, time: 0.295, data: 0.019) G_GAN: 5.665 G_L1: 9.303 D_real: 0.000 D_fake: 0.034 +(epoch: 67, iters: 37744, time: 0.410, data: 0.019) G_GAN: 6.623 G_L1: 4.865 D_real: 0.000 D_fake: 0.004 +(epoch: 67, iters: 37844, time: 0.296, data: 0.018) G_GAN: 4.527 G_L1: 4.478 D_real: 0.011 D_fake: 0.045 +(epoch: 67, iters: 37944, time: 0.300, data: 0.019) G_GAN: 5.707 G_L1: 5.141 D_real: 0.036 D_fake: 0.011 +(epoch: 67, iters: 38044, time: 0.294, data: 0.019) G_GAN: 7.175 G_L1: 3.353 D_real: 0.012 D_fake: 0.064 +(epoch: 67, iters: 38144, time: 0.391, data: 0.019) G_GAN: 7.528 G_L1: 5.058 D_real: 0.001 D_fake: 0.005 +(epoch: 67, iters: 38244, time: 0.301, data: 0.018) G_GAN: 5.441 G_L1: 4.055 D_real: 0.025 D_fake: 0.081 +(epoch: 67, iters: 38344, time: 0.303, data: 0.018) G_GAN: 4.975 G_L1: 3.534 D_real: 0.007 D_fake: 0.048 +(epoch: 67, iters: 38444, time: 0.297, data: 0.019) G_GAN: 5.738 G_L1: 4.039 D_real: 0.014 D_fake: 0.030 +(epoch: 67, iters: 38544, time: 0.403, data: 0.018) G_GAN: 5.805 G_L1: 6.419 D_real: 0.062 D_fake: 0.036 +(epoch: 67, iters: 38644, time: 0.285, data: 0.019) G_GAN: 5.832 G_L1: 4.384 D_real: 0.001 D_fake: 0.246 +(epoch: 67, iters: 38744, time: 0.291, data: 0.017) G_GAN: 6.579 G_L1: 5.721 D_real: 0.001 D_fake: 0.007 +(epoch: 67, iters: 38844, time: 0.301, data: 0.015) G_GAN: 5.890 G_L1: 4.358 D_real: 0.010 D_fake: 0.073 +(epoch: 67, iters: 38944, time: 0.598, data: 0.018) G_GAN: 5.228 G_L1: 5.624 D_real: 0.000 D_fake: 0.042 +(epoch: 67, iters: 39044, time: 0.295, data: 0.018) G_GAN: 6.798 G_L1: 5.649 D_real: 0.000 D_fake: 0.035 +(epoch: 67, iters: 39144, time: 0.289, data: 0.018) G_GAN: 4.652 G_L1: 4.273 D_real: 0.202 D_fake: 0.024 +(epoch: 67, iters: 39244, time: 0.302, data: 0.019) G_GAN: 5.372 G_L1: 3.935 D_real: 0.012 D_fake: 0.016 +(epoch: 67, iters: 39344, time: 0.417, data: 0.018) G_GAN: 7.043 G_L1: 4.020 D_real: 0.005 D_fake: 0.009 +(epoch: 67, iters: 39444, time: 0.295, data: 0.019) G_GAN: 5.098 G_L1: 4.307 D_real: 0.083 D_fake: 0.049 +(epoch: 67, iters: 39544, time: 0.288, data: 0.017) G_GAN: 5.472 G_L1: 5.232 D_real: 0.074 D_fake: 0.097 +(epoch: 67, iters: 39644, time: 0.305, data: 0.020) G_GAN: 4.693 G_L1: 3.319 D_real: 0.026 D_fake: 0.026 +(epoch: 67, iters: 39744, time: 0.380, data: 0.019) G_GAN: 5.413 G_L1: 3.970 D_real: 0.047 D_fake: 0.020 +(epoch: 67, iters: 39844, time: 0.311, data: 0.018) G_GAN: 5.122 G_L1: 4.957 D_real: 0.040 D_fake: 0.024 +(epoch: 67, iters: 39944, time: 0.303, data: 0.019) G_GAN: 6.713 G_L1: 3.452 D_real: 0.018 D_fake: 0.150 +(epoch: 67, iters: 40044, time: 0.301, data: 0.019) G_GAN: 4.104 G_L1: 6.469 D_real: 0.321 D_fake: 0.031 +(epoch: 67, iters: 40144, time: 0.418, data: 0.018) G_GAN: 4.353 G_L1: 2.946 D_real: 0.848 D_fake: 0.035 +(epoch: 67, iters: 40244, time: 0.298, data: 0.020) G_GAN: 5.573 G_L1: 3.592 D_real: 0.005 D_fake: 0.019 +(epoch: 67, iters: 40344, time: 0.294, data: 0.020) G_GAN: 4.528 G_L1: 3.482 D_real: 0.003 D_fake: 0.115 +(epoch: 67, iters: 40444, time: 0.279, data: 0.018) G_GAN: 6.068 G_L1: 3.681 D_real: 0.039 D_fake: 0.024 +(epoch: 67, iters: 40544, time: 0.410, data: 0.018) G_GAN: 3.569 G_L1: 3.819 D_real: 0.033 D_fake: 0.102 +(epoch: 67, iters: 40644, time: 0.290, data: 0.018) G_GAN: 4.717 G_L1: 4.275 D_real: 0.000 D_fake: 0.033 +(epoch: 67, iters: 40744, time: 0.290, data: 0.021) G_GAN: 4.315 G_L1: 3.293 D_real: 0.002 D_fake: 0.147 +(epoch: 67, iters: 40844, time: 0.298, data: 0.018) G_GAN: 4.137 G_L1: 3.862 D_real: 0.002 D_fake: 0.164 +(epoch: 67, iters: 40944, time: 0.555, data: 0.019) G_GAN: 5.140 G_L1: 3.077 D_real: 0.234 D_fake: 0.022 +(epoch: 67, iters: 41044, time: 0.297, data: 0.019) G_GAN: 5.282 G_L1: 4.539 D_real: 0.176 D_fake: 0.022 +(epoch: 67, iters: 41144, time: 0.305, data: 0.019) G_GAN: 4.605 G_L1: 5.817 D_real: 0.022 D_fake: 0.112 +(epoch: 67, iters: 41244, time: 0.291, data: 0.018) G_GAN: 6.792 G_L1: 5.255 D_real: 0.004 D_fake: 0.149 +(epoch: 67, iters: 41344, time: 0.420, data: 0.021) G_GAN: 4.962 G_L1: 4.434 D_real: 0.002 D_fake: 0.078 +(epoch: 67, iters: 41444, time: 0.306, data: 0.021) G_GAN: 5.516 G_L1: 3.078 D_real: 0.219 D_fake: 0.020 +(epoch: 67, iters: 41544, time: 0.302, data: 0.018) G_GAN: 5.175 G_L1: 3.504 D_real: 0.237 D_fake: 0.009 +(epoch: 67, iters: 41644, time: 0.292, data: 0.019) G_GAN: 6.829 G_L1: 3.531 D_real: 0.100 D_fake: 0.145 +(epoch: 67, iters: 41744, time: 0.406, data: 0.027) G_GAN: 4.529 G_L1: 4.102 D_real: 0.037 D_fake: 0.086 +(epoch: 67, iters: 41844, time: 0.287, data: 0.018) G_GAN: 5.854 G_L1: 5.486 D_real: 0.005 D_fake: 0.010 +(epoch: 67, iters: 41944, time: 0.280, data: 0.020) G_GAN: 6.055 G_L1: 3.318 D_real: 0.010 D_fake: 0.010 +(epoch: 67, iters: 42044, time: 0.291, data: 0.017) G_GAN: 4.355 G_L1: 3.328 D_real: 0.022 D_fake: 0.056 +(epoch: 67, iters: 42144, time: 0.403, data: 0.018) G_GAN: 3.141 G_L1: 3.188 D_real: 0.505 D_fake: 0.066 +(epoch: 67, iters: 42244, time: 0.295, data: 0.016) G_GAN: 4.191 G_L1: 3.790 D_real: 0.097 D_fake: 0.077 +(epoch: 67, iters: 42344, time: 0.303, data: 0.018) G_GAN: 5.884 G_L1: 3.644 D_real: 0.009 D_fake: 0.021 +(epoch: 67, iters: 42444, time: 0.295, data: 0.019) G_GAN: 4.584 G_L1: 2.842 D_real: 1.018 D_fake: 0.077 +(epoch: 67, iters: 42544, time: 0.417, data: 0.018) G_GAN: 4.636 G_L1: 3.648 D_real: 0.002 D_fake: 0.043 +(epoch: 67, iters: 42644, time: 0.290, data: 0.019) G_GAN: 5.001 G_L1: 4.769 D_real: 0.098 D_fake: 0.035 +(epoch: 67, iters: 42744, time: 0.296, data: 0.018) G_GAN: 4.564 G_L1: 2.833 D_real: 0.005 D_fake: 0.076 +(epoch: 67, iters: 42844, time: 0.299, data: 0.018) G_GAN: 6.979 G_L1: 3.921 D_real: 0.019 D_fake: 0.008 +(epoch: 67, iters: 42944, time: 0.611, data: 0.021) G_GAN: 5.211 G_L1: 5.380 D_real: 0.001 D_fake: 0.037 +(epoch: 67, iters: 43044, time: 0.279, data: 0.019) G_GAN: 5.846 G_L1: 4.674 D_real: 0.058 D_fake: 0.008 +(epoch: 67, iters: 43144, time: 0.301, data: 0.017) G_GAN: 5.676 G_L1: 3.614 D_real: 0.157 D_fake: 0.011 +(epoch: 67, iters: 43244, time: 0.294, data: 0.018) G_GAN: 7.224 G_L1: 3.244 D_real: 1.455 D_fake: 0.001 +(epoch: 67, iters: 43344, time: 0.414, data: 0.018) G_GAN: 5.283 G_L1: 2.809 D_real: 0.118 D_fake: 0.082 +(epoch: 67, iters: 43444, time: 0.296, data: 0.019) G_GAN: 4.211 G_L1: 3.316 D_real: 0.007 D_fake: 0.046 +(epoch: 67, iters: 43544, time: 0.303, data: 0.018) G_GAN: 6.531 G_L1: 7.627 D_real: 0.092 D_fake: 0.007 +(epoch: 67, iters: 43644, time: 0.303, data: 0.019) G_GAN: 5.134 G_L1: 4.083 D_real: 0.009 D_fake: 0.304 +(epoch: 67, iters: 43744, time: 0.422, data: 0.024) G_GAN: 5.873 G_L1: 6.576 D_real: 0.041 D_fake: 0.029 +(epoch: 67, iters: 43844, time: 0.285, data: 0.020) G_GAN: 7.552 G_L1: 5.998 D_real: 0.008 D_fake: 0.010 +(epoch: 67, iters: 43944, time: 0.289, data: 0.019) G_GAN: 5.529 G_L1: 4.096 D_real: 0.001 D_fake: 0.068 +(epoch: 67, iters: 44044, time: 0.299, data: 0.018) G_GAN: 6.395 G_L1: 4.752 D_real: 0.019 D_fake: 0.020 +(epoch: 67, iters: 44144, time: 0.416, data: 0.020) G_GAN: 4.060 G_L1: 4.274 D_real: 0.063 D_fake: 0.104 +(epoch: 67, iters: 44244, time: 0.295, data: 0.018) G_GAN: 5.063 G_L1: 3.394 D_real: 0.102 D_fake: 0.026 +(epoch: 67, iters: 44344, time: 0.297, data: 0.020) G_GAN: 4.561 G_L1: 2.927 D_real: 0.079 D_fake: 0.042 +(epoch: 67, iters: 44444, time: 0.309, data: 0.018) G_GAN: 6.298 G_L1: 5.189 D_real: 0.002 D_fake: 0.013 +(epoch: 67, iters: 44544, time: 0.423, data: 0.019) G_GAN: 6.507 G_L1: 4.164 D_real: 0.007 D_fake: 0.006 +(epoch: 67, iters: 44644, time: 0.308, data: 0.019) G_GAN: 5.660 G_L1: 3.763 D_real: 0.051 D_fake: 0.014 +(epoch: 67, iters: 44744, time: 0.293, data: 0.019) G_GAN: 7.269 G_L1: 4.413 D_real: 0.085 D_fake: 0.004 +(epoch: 67, iters: 44844, time: 0.298, data: 0.019) G_GAN: 3.778 G_L1: 2.421 D_real: 0.009 D_fake: 0.059 +(epoch: 67, iters: 44944, time: 0.610, data: 0.020) G_GAN: 4.048 G_L1: 4.617 D_real: 0.068 D_fake: 0.359 +(epoch: 67, iters: 45044, time: 0.291, data: 0.018) G_GAN: 4.524 G_L1: 6.034 D_real: 0.002 D_fake: 0.162 +(epoch: 67, iters: 45144, time: 0.301, data: 0.018) G_GAN: 6.266 G_L1: 3.307 D_real: 0.073 D_fake: 0.012 +(epoch: 67, iters: 45244, time: 0.298, data: 0.018) G_GAN: 6.097 G_L1: 4.763 D_real: 0.001 D_fake: 0.034 +(epoch: 67, iters: 45344, time: 0.411, data: 0.019) G_GAN: 6.195 G_L1: 3.512 D_real: 0.049 D_fake: 0.051 +(epoch: 67, iters: 45444, time: 0.300, data: 0.020) G_GAN: 5.682 G_L1: 3.396 D_real: 0.016 D_fake: 0.046 +(epoch: 67, iters: 45544, time: 0.301, data: 0.017) G_GAN: 6.101 G_L1: 4.278 D_real: 0.017 D_fake: 0.137 +(epoch: 67, iters: 45644, time: 0.300, data: 0.021) G_GAN: 6.422 G_L1: 2.737 D_real: 0.062 D_fake: 0.010 +(epoch: 67, iters: 45744, time: 0.418, data: 0.020) G_GAN: 5.051 G_L1: 3.727 D_real: 0.257 D_fake: 0.006 +(epoch: 67, iters: 45844, time: 0.298, data: 0.020) G_GAN: 5.333 G_L1: 3.390 D_real: 0.060 D_fake: 0.016 +(epoch: 67, iters: 45944, time: 0.301, data: 0.019) G_GAN: 5.396 G_L1: 3.318 D_real: 0.007 D_fake: 0.036 +(epoch: 67, iters: 46044, time: 0.304, data: 0.019) G_GAN: 3.404 G_L1: 3.444 D_real: 0.008 D_fake: 0.121 +(epoch: 67, iters: 46144, time: 0.425, data: 0.018) G_GAN: 5.350 G_L1: 3.588 D_real: 0.001 D_fake: 0.029 +(epoch: 67, iters: 46244, time: 0.279, data: 0.019) G_GAN: 7.192 G_L1: 5.564 D_real: 0.042 D_fake: 0.434 +(epoch: 67, iters: 46344, time: 0.302, data: 0.019) G_GAN: 6.333 G_L1: 4.998 D_real: 0.035 D_fake: 0.017 +(epoch: 67, iters: 46444, time: 0.297, data: 0.019) G_GAN: 5.413 G_L1: 3.417 D_real: 0.008 D_fake: 0.068 +(epoch: 67, iters: 46544, time: 0.404, data: 0.019) G_GAN: 4.738 G_L1: 3.792 D_real: 0.186 D_fake: 0.013 +(epoch: 67, iters: 46644, time: 0.295, data: 0.015) G_GAN: 7.630 G_L1: 8.828 D_real: 0.020 D_fake: 0.004 +(epoch: 67, iters: 46744, time: 0.280, data: 0.018) G_GAN: 6.228 G_L1: 3.319 D_real: 0.606 D_fake: 0.002 +(epoch: 67, iters: 46844, time: 0.288, data: 0.017) G_GAN: 5.063 G_L1: 4.255 D_real: 0.019 D_fake: 0.017 +(epoch: 67, iters: 46944, time: 0.573, data: 0.016) G_GAN: 5.298 G_L1: 4.120 D_real: 0.046 D_fake: 0.022 +(epoch: 67, iters: 47044, time: 0.276, data: 0.019) G_GAN: 6.549 G_L1: 3.960 D_real: 0.005 D_fake: 0.073 +(epoch: 67, iters: 47144, time: 0.290, data: 0.016) G_GAN: 7.638 G_L1: 4.342 D_real: 0.001 D_fake: 0.005 +(epoch: 67, iters: 47244, time: 0.291, data: 0.016) G_GAN: 5.176 G_L1: 3.508 D_real: 0.215 D_fake: 0.095 +(epoch: 67, iters: 47344, time: 0.404, data: 0.018) G_GAN: 6.530 G_L1: 4.185 D_real: 0.011 D_fake: 0.006 +(epoch: 67, iters: 47444, time: 0.303, data: 0.019) G_GAN: 3.541 G_L1: 3.326 D_real: 0.030 D_fake: 0.115 +(epoch: 67, iters: 47544, time: 0.294, data: 0.020) G_GAN: 3.822 G_L1: 2.206 D_real: 0.011 D_fake: 0.202 +(epoch: 67, iters: 47644, time: 0.292, data: 0.018) G_GAN: 5.720 G_L1: 4.359 D_real: 0.021 D_fake: 0.081 +(epoch: 67, iters: 47744, time: 0.398, data: 0.018) G_GAN: 6.140 G_L1: 3.650 D_real: 0.026 D_fake: 0.010 +(epoch: 67, iters: 47844, time: 0.305, data: 0.021) G_GAN: 4.675 G_L1: 3.597 D_real: 0.040 D_fake: 0.055 +(epoch: 67, iters: 47944, time: 0.294, data: 0.019) G_GAN: 6.943 G_L1: 5.440 D_real: 0.000 D_fake: 0.015 +(epoch: 67, iters: 48044, time: 0.298, data: 0.017) G_GAN: 4.897 G_L1: 3.451 D_real: 0.108 D_fake: 0.022 +(epoch: 67, iters: 48144, time: 0.408, data: 0.020) G_GAN: 11.995 G_L1: 7.242 D_real: 0.082 D_fake: 0.087 +(epoch: 67, iters: 48244, time: 0.299, data: 0.018) G_GAN: 7.815 G_L1: 6.820 D_real: 0.055 D_fake: 0.003 +(epoch: 67, iters: 48344, time: 0.301, data: 0.020) G_GAN: 7.022 G_L1: 3.748 D_real: 0.001 D_fake: 0.018 +(epoch: 67, iters: 48444, time: 0.304, data: 0.019) G_GAN: 5.584 G_L1: 3.857 D_real: 0.003 D_fake: 0.037 +(epoch: 67, iters: 48544, time: 0.410, data: 0.018) G_GAN: 5.839 G_L1: 3.266 D_real: 0.185 D_fake: 0.014 +(epoch: 67, iters: 48644, time: 0.293, data: 0.018) G_GAN: 4.907 G_L1: 5.645 D_real: 0.001 D_fake: 0.058 +(epoch: 67, iters: 48744, time: 0.297, data: 0.018) G_GAN: 7.008 G_L1: 6.735 D_real: 0.008 D_fake: 0.073 +(epoch: 67, iters: 48844, time: 0.298, data: 0.018) G_GAN: 6.409 G_L1: 4.367 D_real: 0.009 D_fake: 0.037 +(epoch: 67, iters: 48944, time: 0.586, data: 0.017) G_GAN: 6.863 G_L1: 4.142 D_real: 0.000 D_fake: 0.013 +(epoch: 67, iters: 49044, time: 0.288, data: 0.020) G_GAN: 4.547 G_L1: 5.206 D_real: 0.002 D_fake: 0.040 +(epoch: 67, iters: 49144, time: 0.261, data: 0.017) G_GAN: 5.886 G_L1: 4.396 D_real: 0.019 D_fake: 0.008 +(epoch: 67, iters: 49244, time: 0.271, data: 0.014) G_GAN: 9.654 G_L1: 3.929 D_real: 0.005 D_fake: 0.243 +(epoch: 67, iters: 49344, time: 0.406, data: 0.015) G_GAN: 6.530 G_L1: 5.607 D_real: 0.035 D_fake: 0.086 +(epoch: 67, iters: 49444, time: 0.303, data: 0.017) G_GAN: 6.371 G_L1: 3.219 D_real: 0.051 D_fake: 0.018 +(epoch: 67, iters: 49544, time: 0.299, data: 0.022) G_GAN: 6.402 G_L1: 4.716 D_real: 0.001 D_fake: 0.037 +(epoch: 67, iters: 49644, time: 0.308, data: 0.019) G_GAN: 3.414 G_L1: 4.353 D_real: 0.000 D_fake: 0.147 +(epoch: 67, iters: 49744, time: 0.418, data: 0.020) G_GAN: 6.985 G_L1: 8.877 D_real: 0.000 D_fake: 0.021 +(epoch: 67, iters: 49844, time: 0.295, data: 0.018) G_GAN: 9.987 G_L1: 4.954 D_real: 0.314 D_fake: 0.373 +(epoch: 67, iters: 49944, time: 0.295, data: 0.018) G_GAN: 3.542 G_L1: 5.708 D_real: 0.006 D_fake: 0.130 +(epoch: 67, iters: 50044, time: 0.298, data: 0.018) G_GAN: 5.895 G_L1: 6.210 D_real: 0.011 D_fake: 0.290 +(epoch: 67, iters: 50144, time: 0.393, data: 0.020) G_GAN: 4.616 G_L1: 4.141 D_real: 0.015 D_fake: 0.268 +(epoch: 67, iters: 50244, time: 0.279, data: 0.016) G_GAN: 4.622 G_L1: 4.518 D_real: 0.029 D_fake: 0.040 +(epoch: 67, iters: 50344, time: 0.294, data: 0.016) G_GAN: 5.972 G_L1: 8.210 D_real: 0.000 D_fake: 0.046 +(epoch: 67, iters: 50444, time: 0.281, data: 0.019) G_GAN: 4.729 G_L1: 3.578 D_real: 0.110 D_fake: 0.017 +(epoch: 67, iters: 50544, time: 0.407, data: 0.019) G_GAN: 6.112 G_L1: 6.356 D_real: 0.000 D_fake: 0.034 +(epoch: 67, iters: 50644, time: 0.289, data: 0.017) G_GAN: 6.994 G_L1: 5.743 D_real: 0.000 D_fake: 0.009 +(epoch: 67, iters: 50744, time: 0.291, data: 0.017) G_GAN: 4.435 G_L1: 4.571 D_real: 0.185 D_fake: 0.043 +(epoch: 67, iters: 50844, time: 0.298, data: 0.019) G_GAN: 6.543 G_L1: 4.010 D_real: 0.000 D_fake: 0.048 +(epoch: 67, iters: 50944, time: 0.537, data: 0.017) G_GAN: 7.267 G_L1: 3.700 D_real: 0.024 D_fake: 0.010 +(epoch: 67, iters: 51044, time: 0.298, data: 0.018) G_GAN: 5.343 G_L1: 4.507 D_real: 0.000 D_fake: 0.056 +(epoch: 67, iters: 51144, time: 0.288, data: 0.034) G_GAN: 4.465 G_L1: 3.810 D_real: 0.006 D_fake: 0.045 +(epoch: 67, iters: 51244, time: 0.292, data: 0.018) G_GAN: 4.812 G_L1: 6.472 D_real: 0.015 D_fake: 0.045 +(epoch: 67, iters: 51344, time: 0.461, data: 0.020) G_GAN: 2.700 G_L1: 3.793 D_real: 0.180 D_fake: 0.133 +(epoch: 67, iters: 51444, time: 0.293, data: 0.018) G_GAN: 4.408 G_L1: 3.538 D_real: 0.001 D_fake: 0.117 +(epoch: 67, iters: 51544, time: 0.288, data: 0.018) G_GAN: 6.311 G_L1: 5.176 D_real: 0.001 D_fake: 0.160 +(epoch: 67, iters: 51644, time: 0.293, data: 0.020) G_GAN: 10.705 G_L1: 9.104 D_real: 0.002 D_fake: 0.006 +(epoch: 67, iters: 51744, time: 0.419, data: 0.018) G_GAN: 6.261 G_L1: 6.514 D_real: 0.000 D_fake: 0.061 +(epoch: 67, iters: 51844, time: 0.299, data: 0.018) G_GAN: 5.728 G_L1: 3.939 D_real: 0.000 D_fake: 0.219 +(epoch: 67, iters: 51944, time: 0.294, data: 0.019) G_GAN: 5.290 G_L1: 6.432 D_real: 0.001 D_fake: 0.176 +(epoch: 67, iters: 52044, time: 0.295, data: 0.019) G_GAN: 5.746 G_L1: 5.215 D_real: 0.001 D_fake: 0.024 +(epoch: 67, iters: 52144, time: 0.425, data: 0.018) G_GAN: 7.428 G_L1: 8.363 D_real: 0.001 D_fake: 0.006 +(epoch: 67, iters: 52244, time: 0.293, data: 0.017) G_GAN: 3.238 G_L1: 4.337 D_real: 0.010 D_fake: 0.025 +(epoch: 67, iters: 52344, time: 0.306, data: 0.021) G_GAN: 5.117 G_L1: 3.334 D_real: 0.028 D_fake: 0.086 +(epoch: 67, iters: 52444, time: 0.281, data: 0.018) G_GAN: 4.581 G_L1: 4.008 D_real: 0.007 D_fake: 0.029 +(epoch: 67, iters: 52544, time: 0.410, data: 0.015) G_GAN: 5.265 G_L1: 6.201 D_real: 0.000 D_fake: 0.005 +(epoch: 67, iters: 52644, time: 0.288, data: 0.017) G_GAN: 4.213 G_L1: 4.287 D_real: 0.001 D_fake: 0.091 +(epoch: 67, iters: 52744, time: 0.294, data: 0.020) G_GAN: 4.815 G_L1: 5.080 D_real: 0.002 D_fake: 0.089 +(epoch: 67, iters: 52844, time: 0.286, data: 0.017) G_GAN: 5.032 G_L1: 6.194 D_real: 0.014 D_fake: 0.188 +(epoch: 67, iters: 52944, time: 0.578, data: 0.017) G_GAN: 6.421 G_L1: 7.217 D_real: 0.067 D_fake: 0.012 +(epoch: 67, iters: 53044, time: 0.300, data: 0.017) G_GAN: 3.855 G_L1: 3.913 D_real: 0.020 D_fake: 0.057 +(epoch: 67, iters: 53144, time: 0.299, data: 0.020) G_GAN: 2.456 G_L1: 3.900 D_real: 0.002 D_fake: 0.055 +(epoch: 67, iters: 53244, time: 0.299, data: 0.018) G_GAN: 5.674 G_L1: 5.308 D_real: 0.000 D_fake: 0.037 +(epoch: 67, iters: 53344, time: 0.390, data: 0.018) G_GAN: 5.756 G_L1: 2.888 D_real: 0.010 D_fake: 0.079 +(epoch: 67, iters: 53444, time: 0.296, data: 0.020) G_GAN: 4.503 G_L1: 3.845 D_real: 0.000 D_fake: 0.050 +(epoch: 67, iters: 53544, time: 0.289, data: 0.018) G_GAN: 6.157 G_L1: 3.488 D_real: 0.000 D_fake: 0.017 +(epoch: 67, iters: 53644, time: 0.278, data: 0.017) G_GAN: 4.757 G_L1: 4.347 D_real: 0.000 D_fake: 0.208 +(epoch: 67, iters: 53744, time: 0.398, data: 0.016) G_GAN: 5.862 G_L1: 3.687 D_real: 0.002 D_fake: 0.027 +(epoch: 67, iters: 53844, time: 0.291, data: 0.018) G_GAN: 5.785 G_L1: 4.316 D_real: 0.092 D_fake: 0.011 +(epoch: 67, iters: 53944, time: 0.294, data: 0.017) G_GAN: 4.220 G_L1: 5.053 D_real: 0.001 D_fake: 0.143 +(epoch: 67, iters: 54044, time: 0.303, data: 0.020) G_GAN: 3.632 G_L1: 3.793 D_real: 0.084 D_fake: 0.223 +(epoch: 67, iters: 54144, time: 0.420, data: 0.018) G_GAN: 5.790 G_L1: 3.339 D_real: 0.002 D_fake: 0.029 +(epoch: 67, iters: 54244, time: 0.297, data: 0.018) G_GAN: 6.968 G_L1: 6.693 D_real: 0.009 D_fake: 0.053 +(epoch: 67, iters: 54344, time: 0.304, data: 0.020) G_GAN: 4.307 G_L1: 4.110 D_real: 0.000 D_fake: 0.276 +(epoch: 67, iters: 54444, time: 0.300, data: 0.020) G_GAN: 4.466 G_L1: 3.721 D_real: 0.029 D_fake: 0.106 +(epoch: 67, iters: 54544, time: 0.418, data: 0.019) G_GAN: 3.925 G_L1: 4.536 D_real: 0.000 D_fake: 0.113 +(epoch: 67, iters: 54644, time: 0.300, data: 0.018) G_GAN: 4.662 G_L1: 6.313 D_real: 0.004 D_fake: 0.068 +(epoch: 67, iters: 54744, time: 0.298, data: 0.019) G_GAN: 4.267 G_L1: 3.553 D_real: 0.007 D_fake: 0.051 +(epoch: 67, iters: 54844, time: 0.303, data: 0.018) G_GAN: 5.163 G_L1: 3.862 D_real: 0.004 D_fake: 0.123 +(epoch: 67, iters: 54944, time: 0.552, data: 0.019) G_GAN: 4.686 G_L1: 2.783 D_real: 0.076 D_fake: 0.031 +(epoch: 67, iters: 55044, time: 0.294, data: 0.018) G_GAN: 4.856 G_L1: 7.908 D_real: 0.003 D_fake: 0.109 +(epoch: 67, iters: 55144, time: 0.291, data: 0.021) G_GAN: 5.824 G_L1: 4.542 D_real: 0.006 D_fake: 0.164 +(epoch: 67, iters: 55244, time: 0.301, data: 0.018) G_GAN: 5.301 G_L1: 3.937 D_real: 0.000 D_fake: 0.075 +(epoch: 67, iters: 55344, time: 0.411, data: 0.019) G_GAN: 6.791 G_L1: 5.854 D_real: 0.000 D_fake: 0.055 +(epoch: 67, iters: 55444, time: 0.297, data: 0.018) G_GAN: 4.663 G_L1: 4.295 D_real: 0.089 D_fake: 0.076 +(epoch: 67, iters: 55544, time: 0.302, data: 0.019) G_GAN: 4.164 G_L1: 4.183 D_real: 0.000 D_fake: 0.092 +(epoch: 67, iters: 55644, time: 0.294, data: 0.020) G_GAN: 5.719 G_L1: 3.582 D_real: 0.003 D_fake: 0.060 +(epoch: 67, iters: 55744, time: 0.413, data: 0.018) G_GAN: 4.135 G_L1: 3.295 D_real: 0.038 D_fake: 0.135 +(epoch: 67, iters: 55844, time: 0.300, data: 0.018) G_GAN: 4.159 G_L1: 4.632 D_real: 0.000 D_fake: 0.141 +(epoch: 67, iters: 55944, time: 0.292, data: 0.020) G_GAN: 4.841 G_L1: 4.156 D_real: 0.000 D_fake: 0.054 +(epoch: 67, iters: 56044, time: 0.297, data: 0.017) G_GAN: 5.072 G_L1: 4.509 D_real: 0.000 D_fake: 0.052 +(epoch: 67, iters: 56144, time: 0.382, data: 0.018) G_GAN: 6.213 G_L1: 5.285 D_real: 0.000 D_fake: 0.050 +(epoch: 67, iters: 56244, time: 0.302, data: 0.018) G_GAN: 5.368 G_L1: 4.695 D_real: 0.000 D_fake: 0.204 +(epoch: 67, iters: 56344, time: 0.292, data: 0.020) G_GAN: 4.114 G_L1: 3.246 D_real: 0.019 D_fake: 0.128 +(epoch: 67, iters: 56444, time: 0.305, data: 0.019) G_GAN: 4.537 G_L1: 4.188 D_real: 0.001 D_fake: 0.054 +(epoch: 67, iters: 56544, time: 0.418, data: 0.019) G_GAN: 6.371 G_L1: 7.214 D_real: 0.001 D_fake: 0.177 +(epoch: 67, iters: 56644, time: 0.301, data: 0.020) G_GAN: 5.211 G_L1: 5.580 D_real: 0.082 D_fake: 0.004 +(epoch: 67, iters: 56744, time: 0.302, data: 0.020) G_GAN: 3.567 G_L1: 3.916 D_real: 0.095 D_fake: 0.040 +(epoch: 67, iters: 56844, time: 0.295, data: 0.031) G_GAN: 4.957 G_L1: 4.912 D_real: 0.010 D_fake: 0.053 +(epoch: 67, iters: 56944, time: 0.589, data: 0.019) G_GAN: 6.548 G_L1: 5.053 D_real: 0.005 D_fake: 0.057 +(epoch: 67, iters: 57044, time: 0.289, data: 0.018) G_GAN: 5.091 G_L1: 6.251 D_real: 0.002 D_fake: 0.137 +(epoch: 67, iters: 57144, time: 0.276, data: 0.018) G_GAN: 4.944 G_L1: 2.727 D_real: 0.055 D_fake: 0.036 +(epoch: 67, iters: 57244, time: 0.304, data: 0.018) G_GAN: 5.438 G_L1: 3.683 D_real: 0.003 D_fake: 0.060 +(epoch: 67, iters: 57344, time: 0.383, data: 0.021) G_GAN: 2.630 G_L1: 4.847 D_real: 0.000 D_fake: 0.347 +(epoch: 67, iters: 57444, time: 0.288, data: 0.018) G_GAN: 3.666 G_L1: 4.817 D_real: 0.000 D_fake: 0.060 +(epoch: 67, iters: 57544, time: 0.303, data: 0.021) G_GAN: 3.729 G_L1: 3.222 D_real: 0.432 D_fake: 0.223 +(epoch: 67, iters: 57644, time: 0.295, data: 0.020) G_GAN: 4.277 G_L1: 5.817 D_real: 0.000 D_fake: 0.335 +(epoch: 67, iters: 57744, time: 0.393, data: 0.019) G_GAN: 5.099 G_L1: 2.739 D_real: 0.105 D_fake: 0.024 +(epoch: 67, iters: 57844, time: 0.303, data: 0.017) G_GAN: 4.614 G_L1: 5.794 D_real: 0.060 D_fake: 0.162 +(epoch: 67, iters: 57944, time: 0.306, data: 0.019) G_GAN: 7.502 G_L1: 4.363 D_real: 0.003 D_fake: 0.021 +(epoch: 67, iters: 58044, time: 0.302, data: 0.021) G_GAN: 5.121 G_L1: 4.544 D_real: 0.002 D_fake: 0.091 +(epoch: 67, iters: 58144, time: 0.387, data: 0.020) G_GAN: 7.791 G_L1: 3.796 D_real: 0.015 D_fake: 0.019 +(epoch: 67, iters: 58244, time: 0.282, data: 0.019) G_GAN: 4.024 G_L1: 3.930 D_real: 0.001 D_fake: 0.423 +(epoch: 67, iters: 58344, time: 0.300, data: 0.019) G_GAN: 4.255 G_L1: 3.296 D_real: 0.074 D_fake: 0.097 +(epoch: 67, iters: 58444, time: 0.295, data: 0.020) G_GAN: 7.401 G_L1: 5.359 D_real: 0.001 D_fake: 0.016 +(epoch: 67, iters: 58544, time: 0.414, data: 0.020) G_GAN: 5.800 G_L1: 7.782 D_real: 0.102 D_fake: 0.018 +(epoch: 67, iters: 58644, time: 0.309, data: 0.018) G_GAN: 4.354 G_L1: 5.912 D_real: 0.036 D_fake: 0.107 +(epoch: 67, iters: 58744, time: 0.286, data: 0.019) G_GAN: 5.246 G_L1: 4.904 D_real: 0.000 D_fake: 0.130 +(epoch: 67, iters: 58844, time: 0.290, data: 0.018) G_GAN: 6.277 G_L1: 13.057 D_real: 0.000 D_fake: 0.014 +(epoch: 67, iters: 58944, time: 0.580, data: 0.017) G_GAN: 5.230 G_L1: 3.493 D_real: 0.016 D_fake: 0.018 +(epoch: 67, iters: 59044, time: 0.287, data: 0.019) G_GAN: 2.887 G_L1: 3.348 D_real: 0.009 D_fake: 0.416 +(epoch: 67, iters: 59144, time: 0.293, data: 0.017) G_GAN: 3.108 G_L1: 4.594 D_real: 0.000 D_fake: 0.415 +(epoch: 67, iters: 59244, time: 0.295, data: 0.017) G_GAN: 4.858 G_L1: 6.366 D_real: 0.001 D_fake: 0.187 +(epoch: 67, iters: 59344, time: 0.403, data: 0.017) G_GAN: 4.927 G_L1: 3.650 D_real: 0.000 D_fake: 0.041 +(epoch: 67, iters: 59444, time: 0.262, data: 0.015) G_GAN: 4.546 G_L1: 4.571 D_real: 0.000 D_fake: 0.079 +(epoch: 67, iters: 59544, time: 0.271, data: 0.016) G_GAN: 6.071 G_L1: 6.608 D_real: 0.001 D_fake: 0.022 +(epoch: 67, iters: 59644, time: 0.303, data: 0.015) G_GAN: 3.789 G_L1: 5.116 D_real: 0.007 D_fake: 0.123 +(epoch: 67, iters: 59744, time: 0.403, data: 0.019) G_GAN: 6.743 G_L1: 4.098 D_real: 0.298 D_fake: 0.042 +(epoch: 67, iters: 59844, time: 0.282, data: 0.017) G_GAN: 5.244 G_L1: 6.607 D_real: 0.000 D_fake: 0.063 +(epoch: 67, iters: 59944, time: 0.272, data: 0.015) G_GAN: 4.980 G_L1: 4.260 D_real: 0.000 D_fake: 0.027 +(epoch: 68, iters: 28, time: 0.265, data: 0.015) G_GAN: 5.733 G_L1: 6.892 D_real: 0.000 D_fake: 0.074 +(epoch: 68, iters: 128, time: 0.599, data: 0.016) G_GAN: 7.085 G_L1: 9.153 D_real: 0.000 D_fake: 0.014 +(epoch: 68, iters: 228, time: 0.281, data: 0.017) G_GAN: 4.854 G_L1: 3.649 D_real: 0.000 D_fake: 0.025 +(epoch: 68, iters: 328, time: 0.289, data: 0.017) G_GAN: 4.296 G_L1: 3.698 D_real: 0.000 D_fake: 0.061 +(epoch: 68, iters: 428, time: 0.272, data: 0.018) G_GAN: 4.779 G_L1: 3.849 D_real: 0.008 D_fake: 0.053 +(epoch: 68, iters: 528, time: 0.388, data: 0.016) G_GAN: 3.197 G_L1: 13.494 D_real: 0.000 D_fake: 0.111 +(epoch: 68, iters: 628, time: 0.298, data: 0.015) G_GAN: 7.530 G_L1: 13.935 D_real: 0.000 D_fake: 0.023 +(epoch: 68, iters: 728, time: 0.295, data: 0.019) G_GAN: 2.764 G_L1: 7.382 D_real: 0.000 D_fake: 0.095 +(epoch: 68, iters: 828, time: 0.293, data: 0.018) G_GAN: 5.138 G_L1: 5.941 D_real: 0.000 D_fake: 0.087 +(epoch: 68, iters: 928, time: 0.580, data: 0.020) G_GAN: 3.707 G_L1: 3.595 D_real: 0.000 D_fake: 0.162 +(epoch: 68, iters: 1028, time: 0.299, data: 0.016) G_GAN: 6.727 G_L1: 14.343 D_real: 0.000 D_fake: 0.021 +(epoch: 68, iters: 1128, time: 0.299, data: 0.020) G_GAN: 5.225 G_L1: 4.481 D_real: 0.000 D_fake: 0.016 +(epoch: 68, iters: 1228, time: 0.279, data: 0.021) G_GAN: 4.759 G_L1: 7.715 D_real: 0.000 D_fake: 0.229 +(epoch: 68, iters: 1328, time: 0.376, data: 0.016) G_GAN: 4.488 G_L1: 5.319 D_real: 0.000 D_fake: 0.086 +(epoch: 68, iters: 1428, time: 0.296, data: 0.018) G_GAN: 3.951 G_L1: 5.210 D_real: 0.000 D_fake: 0.219 +(epoch: 68, iters: 1528, time: 0.300, data: 0.019) G_GAN: 4.462 G_L1: 4.034 D_real: 0.001 D_fake: 0.048 +(epoch: 68, iters: 1628, time: 0.300, data: 0.019) G_GAN: 4.672 G_L1: 8.522 D_real: 0.000 D_fake: 0.076 +(epoch: 68, iters: 1728, time: 0.403, data: 0.021) G_GAN: 3.990 G_L1: 3.878 D_real: 0.000 D_fake: 0.027 +(epoch: 68, iters: 1828, time: 0.296, data: 0.017) G_GAN: 4.190 G_L1: 4.792 D_real: 0.001 D_fake: 0.137 +(epoch: 68, iters: 1928, time: 0.283, data: 0.019) G_GAN: 4.094 G_L1: 4.640 D_real: 0.000 D_fake: 0.117 +(epoch: 68, iters: 2028, time: 0.293, data: 0.018) G_GAN: 2.624 G_L1: 3.066 D_real: 0.006 D_fake: 0.232 +(epoch: 68, iters: 2128, time: 0.420, data: 0.018) G_GAN: 3.547 G_L1: 5.975 D_real: 0.003 D_fake: 0.195 +(epoch: 68, iters: 2228, time: 0.297, data: 0.019) G_GAN: 4.004 G_L1: 4.782 D_real: 0.000 D_fake: 0.036 +(epoch: 68, iters: 2328, time: 0.264, data: 0.018) G_GAN: 5.973 G_L1: 8.308 D_real: 0.000 D_fake: 0.291 +(epoch: 68, iters: 2428, time: 0.275, data: 0.017) G_GAN: 4.780 G_L1: 4.593 D_real: 0.000 D_fake: 0.111 +(epoch: 68, iters: 2528, time: 0.396, data: 0.016) G_GAN: 7.630 G_L1: 6.109 D_real: 0.000 D_fake: 0.972 +(epoch: 68, iters: 2628, time: 0.266, data: 0.017) G_GAN: 3.744 G_L1: 3.869 D_real: 0.000 D_fake: 0.120 +(epoch: 68, iters: 2728, time: 0.286, data: 0.015) G_GAN: 5.824 G_L1: 4.192 D_real: 0.000 D_fake: 0.079 +(epoch: 68, iters: 2828, time: 0.278, data: 0.019) G_GAN: 3.861 G_L1: 4.674 D_real: 0.002 D_fake: 0.125 +(epoch: 68, iters: 2928, time: 0.569, data: 0.016) G_GAN: 3.867 G_L1: 4.020 D_real: 0.000 D_fake: 0.108 +(epoch: 68, iters: 3028, time: 0.295, data: 0.018) G_GAN: 3.677 G_L1: 3.154 D_real: 0.041 D_fake: 0.175 +(epoch: 68, iters: 3128, time: 0.297, data: 0.021) G_GAN: 5.595 G_L1: 5.489 D_real: 0.000 D_fake: 0.065 +(epoch: 68, iters: 3228, time: 0.274, data: 0.022) G_GAN: 5.040 G_L1: 5.049 D_real: 0.000 D_fake: 0.073 +(epoch: 68, iters: 3328, time: 0.414, data: 0.016) G_GAN: 7.030 G_L1: 6.332 D_real: 0.000 D_fake: 0.023 +(epoch: 68, iters: 3428, time: 0.291, data: 0.021) G_GAN: 4.685 G_L1: 5.424 D_real: 0.000 D_fake: 0.036 +(epoch: 68, iters: 3528, time: 0.285, data: 0.019) G_GAN: 4.925 G_L1: 4.659 D_real: 0.000 D_fake: 0.061 +(epoch: 68, iters: 3628, time: 0.287, data: 0.018) G_GAN: 4.080 G_L1: 4.873 D_real: 0.000 D_fake: 0.544 +(epoch: 68, iters: 3728, time: 0.393, data: 0.018) G_GAN: 4.779 G_L1: 4.073 D_real: 0.001 D_fake: 0.089 +(epoch: 68, iters: 3828, time: 0.296, data: 0.018) G_GAN: 6.310 G_L1: 4.487 D_real: 0.011 D_fake: 0.022 +(epoch: 68, iters: 3928, time: 0.284, data: 0.019) G_GAN: 5.304 G_L1: 4.146 D_real: 0.000 D_fake: 0.027 +(epoch: 68, iters: 4028, time: 0.294, data: 0.019) G_GAN: 3.081 G_L1: 4.598 D_real: 0.000 D_fake: 0.246 +(epoch: 68, iters: 4128, time: 0.400, data: 0.020) G_GAN: 4.349 G_L1: 3.765 D_real: 0.007 D_fake: 0.083 +(epoch: 68, iters: 4228, time: 0.302, data: 0.020) G_GAN: 4.608 G_L1: 5.426 D_real: 0.143 D_fake: 0.094 +(epoch: 68, iters: 4328, time: 0.301, data: 0.019) G_GAN: 4.737 G_L1: 3.101 D_real: 0.169 D_fake: 0.111 +(epoch: 68, iters: 4428, time: 0.292, data: 0.019) G_GAN: 6.267 G_L1: 4.031 D_real: 0.036 D_fake: 0.036 +(epoch: 68, iters: 4528, time: 0.413, data: 0.018) G_GAN: 3.198 G_L1: 3.363 D_real: 0.001 D_fake: 0.233 +(epoch: 68, iters: 4628, time: 0.296, data: 0.019) G_GAN: 4.125 G_L1: 5.893 D_real: 0.005 D_fake: 0.081 +(epoch: 68, iters: 4728, time: 0.310, data: 0.018) G_GAN: 4.479 G_L1: 3.790 D_real: 0.000 D_fake: 0.067 +(epoch: 68, iters: 4828, time: 0.299, data: 0.039) G_GAN: 5.052 G_L1: 4.444 D_real: 0.080 D_fake: 0.020 +(epoch: 68, iters: 4928, time: 0.611, data: 0.020) G_GAN: 5.569 G_L1: 4.843 D_real: 0.000 D_fake: 0.139 +(epoch: 68, iters: 5028, time: 0.298, data: 0.018) G_GAN: 5.173 G_L1: 4.321 D_real: 0.005 D_fake: 0.024 +(epoch: 68, iters: 5128, time: 0.301, data: 0.019) G_GAN: 4.666 G_L1: 2.725 D_real: 0.032 D_fake: 0.038 +(epoch: 68, iters: 5228, time: 0.298, data: 0.018) G_GAN: 5.323 G_L1: 4.809 D_real: 0.003 D_fake: 0.031 +(epoch: 68, iters: 5328, time: 0.417, data: 0.018) G_GAN: 5.885 G_L1: 4.147 D_real: 0.000 D_fake: 0.053 +(epoch: 68, iters: 5428, time: 0.291, data: 0.018) G_GAN: 5.327 G_L1: 6.028 D_real: 0.001 D_fake: 0.073 +(epoch: 68, iters: 5528, time: 0.297, data: 0.017) G_GAN: 3.915 G_L1: 5.424 D_real: 0.000 D_fake: 0.088 +(epoch: 68, iters: 5628, time: 0.290, data: 0.017) G_GAN: 5.699 G_L1: 5.870 D_real: 0.003 D_fake: 0.028 +(epoch: 68, iters: 5728, time: 0.406, data: 0.019) G_GAN: 3.148 G_L1: 3.356 D_real: 0.009 D_fake: 0.182 +(epoch: 68, iters: 5828, time: 0.293, data: 0.018) G_GAN: 3.018 G_L1: 3.404 D_real: 0.000 D_fake: 0.070 +(epoch: 68, iters: 5928, time: 0.292, data: 0.018) G_GAN: 6.377 G_L1: 4.329 D_real: 0.041 D_fake: 0.034 +(epoch: 68, iters: 6028, time: 0.292, data: 0.017) G_GAN: 8.712 G_L1: 2.376 D_real: 0.060 D_fake: 0.001 +(epoch: 68, iters: 6128, time: 0.417, data: 0.017) G_GAN: 5.836 G_L1: 4.354 D_real: 0.027 D_fake: 0.019 +(epoch: 68, iters: 6228, time: 0.289, data: 0.018) G_GAN: 6.038 G_L1: 3.598 D_real: 0.009 D_fake: 0.019 +(epoch: 68, iters: 6328, time: 0.296, data: 0.019) G_GAN: 7.352 G_L1: 15.914 D_real: 0.018 D_fake: 0.021 +(epoch: 68, iters: 6428, time: 0.300, data: 0.025) G_GAN: 4.809 G_L1: 5.631 D_real: 0.139 D_fake: 0.129 +(epoch: 68, iters: 6528, time: 0.421, data: 0.019) G_GAN: 6.541 G_L1: 3.066 D_real: 0.004 D_fake: 0.136 +(epoch: 68, iters: 6628, time: 0.304, data: 0.018) G_GAN: 7.179 G_L1: 7.054 D_real: 0.037 D_fake: 0.019 +(epoch: 68, iters: 6728, time: 0.297, data: 0.018) G_GAN: 6.292 G_L1: 7.985 D_real: 0.011 D_fake: 0.014 +(epoch: 68, iters: 6828, time: 0.305, data: 0.017) G_GAN: 5.602 G_L1: 4.206 D_real: 0.011 D_fake: 0.022 +(epoch: 68, iters: 6928, time: 0.599, data: 0.019) G_GAN: 8.685 G_L1: 2.732 D_real: 0.001 D_fake: 0.006 +(epoch: 68, iters: 7028, time: 0.300, data: 0.017) G_GAN: 4.955 G_L1: 4.175 D_real: 0.031 D_fake: 0.047 +(epoch: 68, iters: 7128, time: 0.291, data: 0.018) G_GAN: 6.823 G_L1: 5.575 D_real: 0.012 D_fake: 0.061 +(epoch: 68, iters: 7228, time: 0.296, data: 0.018) G_GAN: 9.392 G_L1: 4.450 D_real: 0.001 D_fake: 0.018 +(epoch: 68, iters: 7328, time: 0.418, data: 0.017) G_GAN: 5.980 G_L1: 5.231 D_real: 0.007 D_fake: 0.101 +(epoch: 68, iters: 7428, time: 0.298, data: 0.017) G_GAN: 6.067 G_L1: 4.424 D_real: 0.002 D_fake: 0.115 +(epoch: 68, iters: 7528, time: 0.296, data: 0.025) G_GAN: 5.906 G_L1: 6.020 D_real: 0.037 D_fake: 0.017 +(epoch: 68, iters: 7628, time: 0.299, data: 0.020) G_GAN: 5.763 G_L1: 6.059 D_real: 0.024 D_fake: 0.016 +(epoch: 68, iters: 7728, time: 0.418, data: 0.017) G_GAN: 5.222 G_L1: 4.833 D_real: 0.037 D_fake: 0.021 +(epoch: 68, iters: 7828, time: 0.290, data: 0.018) G_GAN: 7.807 G_L1: 4.267 D_real: 0.061 D_fake: 0.009 +(epoch: 68, iters: 7928, time: 0.288, data: 0.022) G_GAN: 5.295 G_L1: 3.779 D_real: 0.002 D_fake: 0.133 +(epoch: 68, iters: 8028, time: 0.303, data: 0.017) G_GAN: 4.390 G_L1: 4.950 D_real: 0.174 D_fake: 0.042 +(epoch: 68, iters: 8128, time: 0.407, data: 0.021) G_GAN: 5.002 G_L1: 5.603 D_real: 0.025 D_fake: 0.093 +(epoch: 68, iters: 8228, time: 0.301, data: 0.018) G_GAN: 7.053 G_L1: 7.247 D_real: 0.100 D_fake: 0.008 +(epoch: 68, iters: 8328, time: 0.300, data: 0.022) G_GAN: 8.563 G_L1: 5.257 D_real: 0.001 D_fake: 0.003 +(epoch: 68, iters: 8428, time: 0.301, data: 0.019) G_GAN: 6.233 G_L1: 5.491 D_real: 0.047 D_fake: 0.012 +(epoch: 68, iters: 8528, time: 0.421, data: 0.019) G_GAN: 5.159 G_L1: 3.749 D_real: 0.002 D_fake: 0.023 +(epoch: 68, iters: 8628, time: 0.303, data: 0.019) G_GAN: 5.049 G_L1: 5.643 D_real: 0.059 D_fake: 0.054 +(epoch: 68, iters: 8728, time: 0.294, data: 0.020) G_GAN: 8.277 G_L1: 4.480 D_real: 0.001 D_fake: 0.012 +(epoch: 68, iters: 8828, time: 0.292, data: 0.017) G_GAN: 8.402 G_L1: 3.841 D_real: 0.001 D_fake: 0.004 +(epoch: 68, iters: 8928, time: 0.559, data: 0.018) G_GAN: 5.714 G_L1: 6.108 D_real: 0.105 D_fake: 0.044 +(epoch: 68, iters: 9028, time: 0.295, data: 0.017) G_GAN: 9.058 G_L1: 5.749 D_real: 0.000 D_fake: 0.001 +(epoch: 68, iters: 9128, time: 0.298, data: 0.018) G_GAN: 6.995 G_L1: 4.886 D_real: 0.000 D_fake: 0.040 +(epoch: 68, iters: 9228, time: 0.295, data: 0.018) G_GAN: 5.057 G_L1: 4.692 D_real: 0.004 D_fake: 0.079 +(epoch: 68, iters: 9328, time: 0.419, data: 0.019) G_GAN: 6.491 G_L1: 5.955 D_real: 0.093 D_fake: 0.020 +(epoch: 68, iters: 9428, time: 0.296, data: 0.018) G_GAN: 7.037 G_L1: 4.578 D_real: 0.007 D_fake: 0.010 +(epoch: 68, iters: 9528, time: 0.280, data: 0.018) G_GAN: 6.635 G_L1: 4.563 D_real: 0.047 D_fake: 0.013 +(epoch: 68, iters: 9628, time: 0.295, data: 0.016) G_GAN: 7.955 G_L1: 3.743 D_real: 0.004 D_fake: 0.004 +(epoch: 68, iters: 9728, time: 0.412, data: 0.019) G_GAN: 5.724 G_L1: 3.541 D_real: 0.000 D_fake: 0.016 +(epoch: 68, iters: 9828, time: 0.288, data: 0.018) G_GAN: 6.676 G_L1: 4.926 D_real: 0.470 D_fake: 0.013 +(epoch: 68, iters: 9928, time: 0.296, data: 0.018) G_GAN: 6.075 G_L1: 5.671 D_real: 0.026 D_fake: 0.014 +(epoch: 68, iters: 10028, time: 0.303, data: 0.019) G_GAN: 7.377 G_L1: 5.541 D_real: 0.149 D_fake: 0.002 +(epoch: 68, iters: 10128, time: 0.414, data: 0.019) G_GAN: 6.248 G_L1: 7.752 D_real: 0.001 D_fake: 0.033 +(epoch: 68, iters: 10228, time: 0.299, data: 0.019) G_GAN: 8.310 G_L1: 3.449 D_real: 0.019 D_fake: 0.002 +(epoch: 68, iters: 10328, time: 0.309, data: 0.019) G_GAN: 10.116 G_L1: 2.427 D_real: 0.000 D_fake: 0.001 +(epoch: 68, iters: 10428, time: 0.307, data: 0.019) G_GAN: 4.691 G_L1: 3.156 D_real: 0.125 D_fake: 0.017 +(epoch: 68, iters: 10528, time: 0.406, data: 0.023) G_GAN: 5.461 G_L1: 4.164 D_real: 0.010 D_fake: 0.027 +(epoch: 68, iters: 10628, time: 0.302, data: 0.018) G_GAN: 4.971 G_L1: 4.194 D_real: 0.002 D_fake: 0.036 +(epoch: 68, iters: 10728, time: 0.290, data: 0.020) G_GAN: 7.955 G_L1: 8.287 D_real: 0.002 D_fake: 0.028 +(epoch: 68, iters: 10828, time: 0.304, data: 0.016) G_GAN: 3.741 G_L1: 1.869 D_real: 0.196 D_fake: 0.040 +(epoch: 68, iters: 10928, time: 0.577, data: 0.018) G_GAN: 7.986 G_L1: 3.384 D_real: 0.009 D_fake: 0.001 +(epoch: 68, iters: 11028, time: 0.304, data: 0.018) G_GAN: 5.636 G_L1: 3.115 D_real: 0.025 D_fake: 0.156 +(epoch: 68, iters: 11128, time: 0.305, data: 0.020) G_GAN: 7.143 G_L1: 2.963 D_real: 0.257 D_fake: 0.004 +(epoch: 68, iters: 11228, time: 0.292, data: 0.018) G_GAN: 6.652 G_L1: 4.570 D_real: 0.007 D_fake: 0.080 +(epoch: 68, iters: 11328, time: 0.403, data: 0.018) G_GAN: 13.037 G_L1: 3.657 D_real: 0.016 D_fake: 0.013 +(epoch: 68, iters: 11428, time: 0.304, data: 0.017) G_GAN: 8.759 G_L1: 4.301 D_real: 0.052 D_fake: 0.005 +(epoch: 68, iters: 11528, time: 0.279, data: 0.020) G_GAN: 7.800 G_L1: 3.922 D_real: 0.002 D_fake: 0.005 +(epoch: 68, iters: 11628, time: 0.301, data: 0.016) G_GAN: 7.874 G_L1: 13.252 D_real: 0.024 D_fake: 0.021 +(epoch: 68, iters: 11728, time: 0.421, data: 0.019) G_GAN: 6.378 G_L1: 6.189 D_real: 0.084 D_fake: 0.009 +(epoch: 68, iters: 11828, time: 0.289, data: 0.020) G_GAN: 5.361 G_L1: 4.454 D_real: 0.008 D_fake: 0.134 +(epoch: 68, iters: 11928, time: 0.268, data: 0.019) G_GAN: 5.307 G_L1: 2.084 D_real: 0.059 D_fake: 0.209 +(epoch: 68, iters: 12028, time: 0.301, data: 0.015) G_GAN: 6.642 G_L1: 4.099 D_real: 0.013 D_fake: 0.046 +(epoch: 68, iters: 12128, time: 0.383, data: 0.020) G_GAN: 8.408 G_L1: 3.794 D_real: 0.000 D_fake: 0.003 +(epoch: 68, iters: 12228, time: 0.287, data: 0.019) G_GAN: 5.684 G_L1: 2.850 D_real: 0.002 D_fake: 0.030 +(epoch: 68, iters: 12328, time: 0.299, data: 0.020) G_GAN: 8.008 G_L1: 5.258 D_real: 0.031 D_fake: 0.009 +(epoch: 68, iters: 12428, time: 0.286, data: 0.018) G_GAN: 7.056 G_L1: 5.465 D_real: 0.147 D_fake: 0.004 +(epoch: 68, iters: 12528, time: 0.422, data: 0.019) G_GAN: 8.460 G_L1: 7.328 D_real: 0.027 D_fake: 0.003 +(epoch: 68, iters: 12628, time: 0.304, data: 0.018) G_GAN: 7.889 G_L1: 4.982 D_real: 0.041 D_fake: 0.002 +(epoch: 68, iters: 12728, time: 0.295, data: 0.020) G_GAN: 6.358 G_L1: 3.512 D_real: 0.053 D_fake: 0.031 +(epoch: 68, iters: 12828, time: 0.293, data: 0.019) G_GAN: 7.247 G_L1: 4.314 D_real: 0.145 D_fake: 0.003 +(epoch: 68, iters: 12928, time: 0.594, data: 0.019) G_GAN: 6.794 G_L1: 2.752 D_real: 0.036 D_fake: 0.016 +(epoch: 68, iters: 13028, time: 0.303, data: 0.018) G_GAN: 6.569 G_L1: 6.004 D_real: 0.046 D_fake: 0.690 +(epoch: 68, iters: 13128, time: 0.302, data: 0.022) G_GAN: 5.215 G_L1: 3.626 D_real: 0.105 D_fake: 0.023 +(epoch: 68, iters: 13228, time: 0.305, data: 0.022) G_GAN: 5.023 G_L1: 3.360 D_real: 0.003 D_fake: 0.047 +(epoch: 68, iters: 13328, time: 0.404, data: 0.019) G_GAN: 9.211 G_L1: 4.658 D_real: 0.001 D_fake: 0.002 +(epoch: 68, iters: 13428, time: 0.289, data: 0.018) G_GAN: 5.158 G_L1: 5.269 D_real: 0.392 D_fake: 0.007 +(epoch: 68, iters: 13528, time: 0.296, data: 0.018) G_GAN: 6.348 G_L1: 4.244 D_real: 0.125 D_fake: 0.015 +(epoch: 68, iters: 13628, time: 0.302, data: 0.019) G_GAN: 6.419 G_L1: 3.970 D_real: 0.000 D_fake: 0.016 +(epoch: 68, iters: 13728, time: 0.420, data: 0.023) G_GAN: 6.889 G_L1: 4.226 D_real: 0.008 D_fake: 0.015 +(epoch: 68, iters: 13828, time: 0.299, data: 0.019) G_GAN: 5.825 G_L1: 4.404 D_real: 0.028 D_fake: 0.018 +(epoch: 68, iters: 13928, time: 0.287, data: 0.018) G_GAN: 4.906 G_L1: 4.057 D_real: 0.046 D_fake: 0.216 +(epoch: 68, iters: 14028, time: 0.294, data: 0.020) G_GAN: 5.032 G_L1: 3.766 D_real: 0.123 D_fake: 0.255 +(epoch: 68, iters: 14128, time: 0.422, data: 0.019) G_GAN: 6.595 G_L1: 3.702 D_real: 0.077 D_fake: 0.004 +(epoch: 68, iters: 14228, time: 0.304, data: 0.020) G_GAN: 5.336 G_L1: 4.173 D_real: 0.177 D_fake: 0.010 +(epoch: 68, iters: 14328, time: 0.292, data: 0.020) G_GAN: 7.362 G_L1: 10.485 D_real: 0.014 D_fake: 0.004 +(epoch: 68, iters: 14428, time: 0.297, data: 0.023) G_GAN: 7.811 G_L1: 2.293 D_real: 0.011 D_fake: 0.008 +(epoch: 68, iters: 14528, time: 0.412, data: 0.018) G_GAN: 8.091 G_L1: 5.822 D_real: 0.000 D_fake: 0.004 +(epoch: 68, iters: 14628, time: 0.292, data: 0.020) G_GAN: 4.916 G_L1: 3.898 D_real: 0.018 D_fake: 0.074 +(epoch: 68, iters: 14728, time: 0.297, data: 0.020) G_GAN: 5.747 G_L1: 4.477 D_real: 0.004 D_fake: 0.043 +(epoch: 68, iters: 14828, time: 0.302, data: 0.021) G_GAN: 5.860 G_L1: 5.539 D_real: 0.063 D_fake: 0.023 +(epoch: 68, iters: 14928, time: 0.613, data: 0.020) G_GAN: 6.253 G_L1: 12.614 D_real: 0.001 D_fake: 0.072 +(epoch: 68, iters: 15028, time: 0.305, data: 0.019) G_GAN: 9.185 G_L1: 5.416 D_real: 0.019 D_fake: 0.002 +(epoch: 68, iters: 15128, time: 0.311, data: 0.021) G_GAN: 9.254 G_L1: 5.866 D_real: 0.000 D_fake: 0.001 +(epoch: 68, iters: 15228, time: 0.295, data: 0.020) G_GAN: 5.784 G_L1: 5.788 D_real: 0.014 D_fake: 0.413 +(epoch: 68, iters: 15328, time: 0.404, data: 0.021) G_GAN: 6.155 G_L1: 4.233 D_real: 0.004 D_fake: 0.107 +(epoch: 68, iters: 15428, time: 0.299, data: 0.020) G_GAN: 7.259 G_L1: 12.108 D_real: 0.016 D_fake: 0.018 +(epoch: 68, iters: 15528, time: 0.289, data: 0.019) G_GAN: 13.530 G_L1: 3.032 D_real: 0.021 D_fake: 0.003 +(epoch: 68, iters: 15628, time: 0.295, data: 0.017) G_GAN: 5.743 G_L1: 8.992 D_real: 0.014 D_fake: 0.005 +(epoch: 68, iters: 15728, time: 0.424, data: 0.019) G_GAN: 5.920 G_L1: 4.274 D_real: 0.034 D_fake: 0.010 +(epoch: 68, iters: 15828, time: 0.299, data: 0.020) G_GAN: 7.147 G_L1: 5.918 D_real: 0.001 D_fake: 0.006 +(epoch: 68, iters: 15928, time: 0.292, data: 0.021) G_GAN: 8.035 G_L1: 3.720 D_real: 0.001 D_fake: 0.005 +(epoch: 68, iters: 16028, time: 0.302, data: 0.017) G_GAN: 6.016 G_L1: 4.295 D_real: 0.356 D_fake: 0.011 +(epoch: 68, iters: 16128, time: 0.424, data: 0.019) G_GAN: 6.718 G_L1: 5.124 D_real: 0.005 D_fake: 0.134 +(epoch: 68, iters: 16228, time: 0.304, data: 0.018) G_GAN: 8.552 G_L1: 4.225 D_real: 0.001 D_fake: 0.002 +(epoch: 68, iters: 16328, time: 0.295, data: 0.020) G_GAN: 7.129 G_L1: 2.826 D_real: 0.002 D_fake: 0.196 +(epoch: 68, iters: 16428, time: 0.299, data: 0.020) G_GAN: 4.439 G_L1: 3.457 D_real: 0.131 D_fake: 0.018 +(epoch: 68, iters: 16528, time: 0.404, data: 0.019) G_GAN: 5.971 G_L1: 3.595 D_real: 0.143 D_fake: 0.146 +(epoch: 68, iters: 16628, time: 0.296, data: 0.018) G_GAN: 7.830 G_L1: 4.917 D_real: 0.000 D_fake: 0.001 +(epoch: 68, iters: 16728, time: 0.297, data: 0.017) G_GAN: 5.651 G_L1: 4.113 D_real: 0.031 D_fake: 0.071 +(epoch: 68, iters: 16828, time: 0.300, data: 0.019) G_GAN: 7.470 G_L1: 4.625 D_real: 0.002 D_fake: 0.007 +(epoch: 68, iters: 16928, time: 0.595, data: 0.019) G_GAN: 6.024 G_L1: 3.903 D_real: 0.003 D_fake: 0.022 +(epoch: 68, iters: 17028, time: 0.301, data: 0.019) G_GAN: 8.635 G_L1: 4.633 D_real: 0.005 D_fake: 0.007 +(epoch: 68, iters: 17128, time: 0.301, data: 0.019) G_GAN: 6.690 G_L1: 3.758 D_real: 0.014 D_fake: 0.006 +(epoch: 68, iters: 17228, time: 0.307, data: 0.019) G_GAN: 6.672 G_L1: 4.715 D_real: 0.074 D_fake: 0.033 +(epoch: 68, iters: 17328, time: 0.406, data: 0.019) G_GAN: 5.499 G_L1: 3.618 D_real: 0.332 D_fake: 0.006 +(epoch: 68, iters: 17428, time: 0.307, data: 0.018) G_GAN: 5.220 G_L1: 3.190 D_real: 0.123 D_fake: 0.089 +(epoch: 68, iters: 17528, time: 0.303, data: 0.019) G_GAN: 4.743 G_L1: 5.370 D_real: 0.041 D_fake: 0.060 +(epoch: 68, iters: 17628, time: 0.302, data: 0.018) G_GAN: 7.191 G_L1: 7.614 D_real: 0.063 D_fake: 0.024 +(epoch: 68, iters: 17728, time: 0.390, data: 0.020) G_GAN: 7.405 G_L1: 4.219 D_real: 0.001 D_fake: 0.038 +(epoch: 68, iters: 17828, time: 0.287, data: 0.018) G_GAN: 10.908 G_L1: 12.251 D_real: 0.004 D_fake: 0.003 +(epoch: 68, iters: 17928, time: 0.308, data: 0.019) G_GAN: 9.532 G_L1: 7.854 D_real: 0.000 D_fake: 0.033 +(epoch: 68, iters: 18028, time: 0.303, data: 0.019) G_GAN: 7.189 G_L1: 8.803 D_real: 0.001 D_fake: 0.007 +(epoch: 68, iters: 18128, time: 0.396, data: 0.020) G_GAN: 8.104 G_L1: 2.097 D_real: 0.049 D_fake: 0.002 +(epoch: 68, iters: 18228, time: 0.303, data: 0.016) G_GAN: 6.533 G_L1: 3.614 D_real: 0.037 D_fake: 0.010 +(epoch: 68, iters: 18328, time: 0.298, data: 0.021) G_GAN: 5.900 G_L1: 3.984 D_real: 0.001 D_fake: 0.030 +(epoch: 68, iters: 18428, time: 0.297, data: 0.020) G_GAN: 6.358 G_L1: 4.256 D_real: 0.008 D_fake: 0.121 +(epoch: 68, iters: 18528, time: 0.417, data: 0.017) G_GAN: 5.827 G_L1: 4.407 D_real: 0.052 D_fake: 0.012 +(epoch: 68, iters: 18628, time: 0.295, data: 0.018) G_GAN: 4.649 G_L1: 4.111 D_real: 0.051 D_fake: 0.044 +(epoch: 68, iters: 18728, time: 0.293, data: 0.019) G_GAN: 5.952 G_L1: 5.869 D_real: 0.049 D_fake: 0.009 +(epoch: 68, iters: 18828, time: 0.300, data: 0.020) G_GAN: 9.048 G_L1: 9.760 D_real: 0.008 D_fake: 0.007 +(epoch: 68, iters: 18928, time: 0.596, data: 0.019) G_GAN: 6.865 G_L1: 3.724 D_real: 0.399 D_fake: 0.013 +(epoch: 68, iters: 19028, time: 0.301, data: 0.020) G_GAN: 6.583 G_L1: 2.626 D_real: 0.154 D_fake: 0.032 +(epoch: 68, iters: 19128, time: 0.288, data: 0.020) G_GAN: 5.422 G_L1: 3.146 D_real: 0.002 D_fake: 0.026 +(epoch: 68, iters: 19228, time: 0.310, data: 0.018) G_GAN: 6.017 G_L1: 6.705 D_real: 0.000 D_fake: 0.014 +(epoch: 68, iters: 19328, time: 0.400, data: 0.019) G_GAN: 6.808 G_L1: 3.568 D_real: 0.004 D_fake: 0.027 +(epoch: 68, iters: 19428, time: 0.293, data: 0.020) G_GAN: 5.464 G_L1: 10.597 D_real: 0.004 D_fake: 0.073 +(epoch: 68, iters: 19528, time: 0.292, data: 0.019) G_GAN: 6.705 G_L1: 4.556 D_real: 0.207 D_fake: 0.018 +(epoch: 68, iters: 19628, time: 0.293, data: 0.019) G_GAN: 4.734 G_L1: 3.663 D_real: 0.043 D_fake: 0.256 +(epoch: 68, iters: 19728, time: 0.398, data: 0.018) G_GAN: 5.817 G_L1: 3.233 D_real: 0.004 D_fake: 0.023 +(epoch: 68, iters: 19828, time: 0.290, data: 0.017) G_GAN: 6.079 G_L1: 4.485 D_real: 0.020 D_fake: 0.008 +(epoch: 68, iters: 19928, time: 0.292, data: 0.017) G_GAN: 9.188 G_L1: 2.583 D_real: 0.046 D_fake: 0.001 +(epoch: 68, iters: 20028, time: 0.290, data: 0.019) G_GAN: 8.439 G_L1: 4.072 D_real: 0.001 D_fake: 0.010 +(epoch: 68, iters: 20128, time: 0.373, data: 0.017) G_GAN: 4.273 G_L1: 2.707 D_real: 0.085 D_fake: 0.055 +(epoch: 68, iters: 20228, time: 0.294, data: 0.017) G_GAN: 5.992 G_L1: 5.652 D_real: 0.082 D_fake: 0.009 +(epoch: 68, iters: 20328, time: 0.301, data: 0.017) G_GAN: 7.538 G_L1: 2.904 D_real: 0.005 D_fake: 0.003 +(epoch: 68, iters: 20428, time: 0.287, data: 0.019) G_GAN: 7.442 G_L1: 3.473 D_real: 0.001 D_fake: 0.010 +(epoch: 68, iters: 20528, time: 0.409, data: 0.019) G_GAN: 7.631 G_L1: 4.207 D_real: 0.019 D_fake: 0.006 +(epoch: 68, iters: 20628, time: 0.302, data: 0.018) G_GAN: 6.726 G_L1: 3.052 D_real: 0.001 D_fake: 0.007 +(epoch: 68, iters: 20728, time: 0.312, data: 0.022) G_GAN: 5.763 G_L1: 5.156 D_real: 0.005 D_fake: 0.263 +(epoch: 68, iters: 20828, time: 0.305, data: 0.019) G_GAN: 6.552 G_L1: 12.559 D_real: 0.073 D_fake: 0.013 +(epoch: 68, iters: 20928, time: 0.582, data: 0.019) G_GAN: 4.441 G_L1: 3.721 D_real: 0.424 D_fake: 0.030 +(epoch: 68, iters: 21028, time: 0.307, data: 0.022) G_GAN: 6.651 G_L1: 3.981 D_real: 0.013 D_fake: 0.006 +(epoch: 68, iters: 21128, time: 0.300, data: 0.020) G_GAN: 8.435 G_L1: 4.563 D_real: 0.030 D_fake: 0.001 +(epoch: 68, iters: 21228, time: 0.307, data: 0.019) G_GAN: 5.894 G_L1: 3.688 D_real: 0.066 D_fake: 0.103 +(epoch: 68, iters: 21328, time: 0.408, data: 0.022) G_GAN: 6.243 G_L1: 3.770 D_real: 0.046 D_fake: 0.118 +(epoch: 68, iters: 21428, time: 0.286, data: 0.017) G_GAN: 8.082 G_L1: 4.339 D_real: 0.024 D_fake: 0.003 +(epoch: 68, iters: 21528, time: 0.297, data: 0.017) G_GAN: 11.821 G_L1: 5.470 D_real: 0.007 D_fake: 0.118 +(epoch: 68, iters: 21628, time: 0.295, data: 0.019) G_GAN: 6.673 G_L1: 4.589 D_real: 0.063 D_fake: 0.003 +(epoch: 68, iters: 21728, time: 0.397, data: 0.019) G_GAN: 6.379 G_L1: 3.236 D_real: 0.059 D_fake: 0.007 +(epoch: 68, iters: 21828, time: 0.298, data: 0.014) G_GAN: 4.571 G_L1: 3.590 D_real: 0.260 D_fake: 0.193 +(epoch: 68, iters: 21928, time: 0.296, data: 0.018) G_GAN: 8.580 G_L1: 3.993 D_real: 0.006 D_fake: 0.003 +(epoch: 68, iters: 22028, time: 0.301, data: 0.018) G_GAN: 4.684 G_L1: 2.652 D_real: 0.018 D_fake: 0.017 +(epoch: 68, iters: 22128, time: 0.393, data: 0.019) G_GAN: 4.850 G_L1: 3.807 D_real: 0.001 D_fake: 0.071 +(epoch: 68, iters: 22228, time: 0.294, data: 0.019) G_GAN: 6.122 G_L1: 3.473 D_real: 0.017 D_fake: 0.037 +(epoch: 68, iters: 22328, time: 0.299, data: 0.022) G_GAN: 10.849 G_L1: 5.749 D_real: 0.003 D_fake: 0.000 +(epoch: 68, iters: 22428, time: 0.303, data: 0.020) G_GAN: 7.066 G_L1: 6.361 D_real: 0.064 D_fake: 0.017 +(epoch: 68, iters: 22528, time: 0.412, data: 0.019) G_GAN: 4.200 G_L1: 3.868 D_real: 0.050 D_fake: 0.071 +(epoch: 68, iters: 22628, time: 0.304, data: 0.018) G_GAN: 6.247 G_L1: 3.082 D_real: 0.003 D_fake: 0.020 +(epoch: 68, iters: 22728, time: 0.292, data: 0.020) G_GAN: 4.305 G_L1: 8.342 D_real: 0.058 D_fake: 0.046 +(epoch: 68, iters: 22828, time: 0.297, data: 0.018) G_GAN: 4.739 G_L1: 4.094 D_real: 0.004 D_fake: 0.327 +(epoch: 68, iters: 22928, time: 0.591, data: 0.018) G_GAN: 4.872 G_L1: 3.226 D_real: 0.000 D_fake: 0.054 +(epoch: 68, iters: 23028, time: 0.308, data: 0.019) G_GAN: 4.543 G_L1: 7.258 D_real: 0.100 D_fake: 0.041 +(epoch: 68, iters: 23128, time: 0.296, data: 0.019) G_GAN: 4.651 G_L1: 4.768 D_real: 0.002 D_fake: 0.076 +(epoch: 68, iters: 23228, time: 0.305, data: 0.021) G_GAN: 6.358 G_L1: 4.604 D_real: 0.003 D_fake: 0.368 +(epoch: 68, iters: 23328, time: 0.432, data: 0.021) G_GAN: 7.171 G_L1: 5.112 D_real: 0.067 D_fake: 0.006 +(epoch: 68, iters: 23428, time: 0.301, data: 0.020) G_GAN: 8.694 G_L1: 4.759 D_real: 0.014 D_fake: 0.001 +(epoch: 68, iters: 23528, time: 0.285, data: 0.017) G_GAN: 5.763 G_L1: 5.083 D_real: 0.000 D_fake: 0.015 +(epoch: 68, iters: 23628, time: 0.300, data: 0.018) G_GAN: 7.317 G_L1: 4.312 D_real: 0.012 D_fake: 0.006 +(epoch: 68, iters: 23728, time: 0.412, data: 0.018) G_GAN: 6.390 G_L1: 2.987 D_real: 0.144 D_fake: 0.006 +(epoch: 68, iters: 23828, time: 0.299, data: 0.018) G_GAN: 9.720 G_L1: 4.922 D_real: 0.494 D_fake: 0.000 +(epoch: 68, iters: 23928, time: 0.297, data: 0.018) G_GAN: 8.464 G_L1: 4.541 D_real: 0.022 D_fake: 0.018 +(epoch: 68, iters: 24028, time: 0.294, data: 0.018) G_GAN: 5.097 G_L1: 6.604 D_real: 0.237 D_fake: 0.193 +(epoch: 68, iters: 24128, time: 0.411, data: 0.020) G_GAN: 10.479 G_L1: 7.706 D_real: 0.025 D_fake: 0.000 +(epoch: 68, iters: 24228, time: 0.289, data: 0.017) G_GAN: 5.618 G_L1: 3.992 D_real: 0.233 D_fake: 0.229 +(epoch: 68, iters: 24328, time: 0.302, data: 0.019) G_GAN: 6.346 G_L1: 2.233 D_real: 0.073 D_fake: 0.004 +(epoch: 68, iters: 24428, time: 0.285, data: 0.020) G_GAN: 6.095 G_L1: 3.726 D_real: 0.014 D_fake: 0.030 +(epoch: 68, iters: 24528, time: 0.420, data: 0.018) G_GAN: 5.992 G_L1: 3.633 D_real: 0.038 D_fake: 0.009 +(epoch: 68, iters: 24628, time: 0.286, data: 0.019) G_GAN: 7.739 G_L1: 3.561 D_real: 0.001 D_fake: 0.012 +(epoch: 68, iters: 24728, time: 0.287, data: 0.018) G_GAN: 5.917 G_L1: 3.245 D_real: 0.006 D_fake: 0.117 +(epoch: 68, iters: 24828, time: 0.290, data: 0.019) G_GAN: 5.785 G_L1: 5.836 D_real: 0.003 D_fake: 0.041 +(epoch: 68, iters: 24928, time: 0.623, data: 0.020) G_GAN: 3.994 G_L1: 4.295 D_real: 0.146 D_fake: 0.125 +(epoch: 68, iters: 25028, time: 0.295, data: 0.019) G_GAN: 2.797 G_L1: 4.486 D_real: 0.715 D_fake: 0.041 +(epoch: 68, iters: 25128, time: 0.298, data: 0.017) G_GAN: 4.941 G_L1: 4.088 D_real: 0.222 D_fake: 0.048 +(epoch: 68, iters: 25228, time: 0.301, data: 0.021) G_GAN: 8.705 G_L1: 4.094 D_real: 0.002 D_fake: 0.106 +(epoch: 68, iters: 25328, time: 0.377, data: 0.020) G_GAN: 8.151 G_L1: 3.637 D_real: 0.083 D_fake: 0.221 +(epoch: 68, iters: 25428, time: 0.294, data: 0.018) G_GAN: 5.510 G_L1: 3.455 D_real: 0.084 D_fake: 0.070 +(epoch: 68, iters: 25528, time: 0.294, data: 0.018) G_GAN: 6.927 G_L1: 5.255 D_real: 0.140 D_fake: 0.058 +(epoch: 68, iters: 25628, time: 0.290, data: 0.017) G_GAN: 7.256 G_L1: 6.644 D_real: 0.020 D_fake: 0.005 +(epoch: 68, iters: 25728, time: 0.414, data: 0.018) G_GAN: 7.351 G_L1: 4.922 D_real: 0.031 D_fake: 0.187 +(epoch: 68, iters: 25828, time: 0.303, data: 0.018) G_GAN: 6.088 G_L1: 3.528 D_real: 0.006 D_fake: 0.079 +(epoch: 68, iters: 25928, time: 0.303, data: 0.020) G_GAN: 6.096 G_L1: 6.606 D_real: 0.198 D_fake: 0.008 +(epoch: 68, iters: 26028, time: 0.287, data: 0.019) G_GAN: 5.617 G_L1: 4.397 D_real: 0.049 D_fake: 0.009 +(epoch: 68, iters: 26128, time: 0.401, data: 0.018) G_GAN: 5.643 G_L1: 4.081 D_real: 0.002 D_fake: 0.037 +(epoch: 68, iters: 26228, time: 0.294, data: 0.018) G_GAN: 9.486 G_L1: 5.209 D_real: 0.015 D_fake: 0.001 +(epoch: 68, iters: 26328, time: 0.290, data: 0.018) G_GAN: 7.034 G_L1: 4.936 D_real: 0.037 D_fake: 0.010 +(epoch: 68, iters: 26428, time: 0.283, data: 0.017) G_GAN: 4.091 G_L1: 3.118 D_real: 0.349 D_fake: 0.048 +(epoch: 68, iters: 26528, time: 0.400, data: 0.015) G_GAN: 5.473 G_L1: 3.239 D_real: 0.044 D_fake: 0.069 +(epoch: 68, iters: 26628, time: 0.305, data: 0.017) G_GAN: 7.318 G_L1: 3.671 D_real: 0.445 D_fake: 0.000 +(epoch: 68, iters: 26728, time: 0.290, data: 0.020) G_GAN: 5.926 G_L1: 3.599 D_real: 0.004 D_fake: 0.149 +(epoch: 68, iters: 26828, time: 0.300, data: 0.017) G_GAN: 5.937 G_L1: 3.165 D_real: 0.194 D_fake: 0.008 +(epoch: 68, iters: 26928, time: 0.549, data: 0.025) G_GAN: 7.084 G_L1: 6.156 D_real: 0.049 D_fake: 0.005 +(epoch: 68, iters: 27028, time: 0.301, data: 0.017) G_GAN: 6.119 G_L1: 6.687 D_real: 0.003 D_fake: 0.101 +(epoch: 68, iters: 27128, time: 0.301, data: 0.019) G_GAN: 8.151 G_L1: 6.699 D_real: 0.442 D_fake: 0.006 +(epoch: 68, iters: 27228, time: 0.283, data: 0.021) G_GAN: 8.593 G_L1: 6.755 D_real: 0.027 D_fake: 0.015 +(epoch: 68, iters: 27328, time: 0.413, data: 0.016) G_GAN: 8.147 G_L1: 6.577 D_real: 0.000 D_fake: 0.054 +(epoch: 68, iters: 27428, time: 0.291, data: 0.019) G_GAN: 7.251 G_L1: 6.090 D_real: 0.000 D_fake: 0.013 +(epoch: 68, iters: 27528, time: 0.292, data: 0.015) G_GAN: 9.327 G_L1: 7.766 D_real: 0.002 D_fake: 0.010 +(epoch: 68, iters: 27628, time: 0.302, data: 0.017) G_GAN: 9.144 G_L1: 4.620 D_real: 0.015 D_fake: 0.001 +(epoch: 68, iters: 27728, time: 0.423, data: 0.019) G_GAN: 4.712 G_L1: 11.091 D_real: 0.000 D_fake: 0.034 +(epoch: 68, iters: 27828, time: 0.301, data: 0.018) G_GAN: 5.816 G_L1: 4.053 D_real: 0.001 D_fake: 0.034 +(epoch: 68, iters: 27928, time: 0.290, data: 0.017) G_GAN: 6.141 G_L1: 6.029 D_real: 0.002 D_fake: 0.023 +(epoch: 68, iters: 28028, time: 0.297, data: 0.018) G_GAN: 5.942 G_L1: 7.205 D_real: 0.000 D_fake: 0.112 +(epoch: 68, iters: 28128, time: 0.413, data: 0.019) G_GAN: 7.786 G_L1: 6.715 D_real: 0.000 D_fake: 0.009 +(epoch: 68, iters: 28228, time: 0.282, data: 0.019) G_GAN: 6.329 G_L1: 4.545 D_real: 0.000 D_fake: 0.012 +(epoch: 68, iters: 28328, time: 0.289, data: 0.017) G_GAN: 7.924 G_L1: 4.596 D_real: 0.001 D_fake: 0.018 +(epoch: 68, iters: 28428, time: 0.296, data: 0.018) G_GAN: 5.371 G_L1: 5.436 D_real: 0.022 D_fake: 0.045 +(epoch: 68, iters: 28528, time: 0.414, data: 0.021) G_GAN: 6.668 G_L1: 5.846 D_real: 0.000 D_fake: 0.020 +(epoch: 68, iters: 28628, time: 0.295, data: 0.017) G_GAN: 10.002 G_L1: 5.739 D_real: 0.001 D_fake: 0.003 +(epoch: 68, iters: 28728, time: 0.289, data: 0.021) G_GAN: 7.345 G_L1: 4.451 D_real: 0.001 D_fake: 0.009 +(epoch: 68, iters: 28828, time: 0.290, data: 0.017) G_GAN: 9.183 G_L1: 8.365 D_real: 0.001 D_fake: 0.001 +(epoch: 68, iters: 28928, time: 0.608, data: 0.018) G_GAN: 6.048 G_L1: 5.831 D_real: 0.158 D_fake: 0.014 +(epoch: 68, iters: 29028, time: 0.282, data: 0.018) G_GAN: 6.142 G_L1: 4.771 D_real: 0.010 D_fake: 0.022 +(epoch: 68, iters: 29128, time: 0.288, data: 0.016) G_GAN: 8.067 G_L1: 3.783 D_real: 0.000 D_fake: 0.003 +(epoch: 68, iters: 29228, time: 0.293, data: 0.019) G_GAN: 10.914 G_L1: 4.575 D_real: 0.000 D_fake: 0.027 +(epoch: 68, iters: 29328, time: 0.380, data: 0.017) G_GAN: 9.226 G_L1: 5.161 D_real: 0.006 D_fake: 0.015 +(epoch: 68, iters: 29428, time: 0.298, data: 0.016) G_GAN: 8.908 G_L1: 8.594 D_real: 0.001 D_fake: 0.005 +(epoch: 68, iters: 29528, time: 0.294, data: 0.023) G_GAN: 8.575 G_L1: 4.353 D_real: 0.017 D_fake: 0.002 +(epoch: 68, iters: 29628, time: 0.291, data: 0.018) G_GAN: 9.184 G_L1: 3.606 D_real: 0.002 D_fake: 0.001 +(epoch: 68, iters: 29728, time: 0.424, data: 0.019) G_GAN: 9.101 G_L1: 4.227 D_real: 0.292 D_fake: 0.001 +(epoch: 68, iters: 29828, time: 0.282, data: 0.019) G_GAN: 9.922 G_L1: 4.968 D_real: 0.001 D_fake: 0.001 +(epoch: 68, iters: 29928, time: 0.297, data: 0.016) G_GAN: 8.782 G_L1: 7.081 D_real: 0.000 D_fake: 0.033 +(epoch: 68, iters: 30028, time: 0.296, data: 0.021) G_GAN: 8.522 G_L1: 4.334 D_real: 0.007 D_fake: 0.100 +(epoch: 68, iters: 30128, time: 0.402, data: 0.019) G_GAN: 10.292 G_L1: 5.303 D_real: 0.015 D_fake: 0.001 +(epoch: 68, iters: 30228, time: 0.278, data: 0.017) G_GAN: 8.181 G_L1: 4.748 D_real: 0.002 D_fake: 0.011 +(epoch: 68, iters: 30328, time: 0.290, data: 0.018) G_GAN: 10.385 G_L1: 4.407 D_real: 0.032 D_fake: 0.260 +(epoch: 68, iters: 30428, time: 0.297, data: 0.018) G_GAN: 8.710 G_L1: 5.224 D_real: 0.002 D_fake: 0.027 +(epoch: 68, iters: 30528, time: 0.381, data: 0.019) G_GAN: 6.797 G_L1: 4.567 D_real: 0.000 D_fake: 0.065 +(epoch: 68, iters: 30628, time: 0.295, data: 0.016) G_GAN: 8.218 G_L1: 4.373 D_real: 0.000 D_fake: 0.029 +(epoch: 68, iters: 30728, time: 0.292, data: 0.020) G_GAN: 6.958 G_L1: 3.842 D_real: 0.091 D_fake: 0.012 +(epoch: 68, iters: 30828, time: 0.290, data: 0.018) G_GAN: 9.652 G_L1: 4.332 D_real: 0.001 D_fake: 0.006 +(epoch: 68, iters: 30928, time: 0.614, data: 0.021) G_GAN: 8.791 G_L1: 4.977 D_real: 0.000 D_fake: 0.013 +(epoch: 68, iters: 31028, time: 0.295, data: 0.019) G_GAN: 8.150 G_L1: 5.327 D_real: 0.002 D_fake: 0.003 +(epoch: 68, iters: 31128, time: 0.293, data: 0.018) G_GAN: 8.547 G_L1: 4.397 D_real: 0.099 D_fake: 0.008 +(epoch: 68, iters: 31228, time: 0.303, data: 0.019) G_GAN: 5.896 G_L1: 5.697 D_real: 0.521 D_fake: 0.002 +(epoch: 68, iters: 31328, time: 0.410, data: 0.018) G_GAN: 6.164 G_L1: 5.320 D_real: 0.010 D_fake: 0.030 +(epoch: 68, iters: 31428, time: 0.297, data: 0.018) G_GAN: 8.596 G_L1: 5.645 D_real: 0.011 D_fake: 0.168 +(epoch: 68, iters: 31528, time: 0.284, data: 0.019) G_GAN: 8.962 G_L1: 4.783 D_real: 0.003 D_fake: 0.004 +(epoch: 68, iters: 31628, time: 0.291, data: 0.018) G_GAN: 6.893 G_L1: 6.324 D_real: 0.128 D_fake: 0.017 +(epoch: 68, iters: 31728, time: 0.385, data: 0.017) G_GAN: 8.137 G_L1: 5.847 D_real: 0.006 D_fake: 0.056 +(epoch: 68, iters: 31828, time: 0.289, data: 0.016) G_GAN: 10.988 G_L1: 7.981 D_real: 0.001 D_fake: 0.006 +(epoch: 68, iters: 31928, time: 0.293, data: 0.041) G_GAN: 7.675 G_L1: 5.772 D_real: 0.000 D_fake: 0.016 +(epoch: 68, iters: 32028, time: 0.284, data: 0.018) G_GAN: 6.647 G_L1: 7.269 D_real: 0.004 D_fake: 0.025 +(epoch: 68, iters: 32128, time: 0.426, data: 0.016) G_GAN: 8.088 G_L1: 7.414 D_real: 0.002 D_fake: 0.012 +(epoch: 68, iters: 32228, time: 0.296, data: 0.017) G_GAN: 4.344 G_L1: 4.663 D_real: 0.001 D_fake: 0.243 +(epoch: 68, iters: 32328, time: 0.299, data: 0.019) G_GAN: 5.600 G_L1: 5.002 D_real: 0.001 D_fake: 0.100 +(epoch: 68, iters: 32428, time: 0.292, data: 0.019) G_GAN: 6.004 G_L1: 5.263 D_real: 0.005 D_fake: 0.004 +(epoch: 68, iters: 32528, time: 0.411, data: 0.018) G_GAN: 4.652 G_L1: 4.795 D_real: 0.000 D_fake: 0.042 +(epoch: 68, iters: 32628, time: 0.282, data: 0.019) G_GAN: 8.918 G_L1: 4.101 D_real: 0.021 D_fake: 0.005 +(epoch: 68, iters: 32728, time: 0.297, data: 0.017) G_GAN: 5.265 G_L1: 4.725 D_real: 0.000 D_fake: 0.132 +(epoch: 68, iters: 32828, time: 0.291, data: 0.019) G_GAN: 7.727 G_L1: 8.846 D_real: 0.000 D_fake: 0.046 +(epoch: 68, iters: 32928, time: 0.569, data: 0.019) G_GAN: 3.465 G_L1: 5.112 D_real: 0.000 D_fake: 0.158 +(epoch: 68, iters: 33028, time: 0.293, data: 0.017) G_GAN: 4.264 G_L1: 4.067 D_real: 0.000 D_fake: 0.283 +(epoch: 68, iters: 33128, time: 0.286, data: 0.017) G_GAN: 6.007 G_L1: 4.417 D_real: 0.000 D_fake: 0.073 +(epoch: 68, iters: 33228, time: 0.292, data: 0.017) G_GAN: 4.970 G_L1: 5.185 D_real: 0.000 D_fake: 0.023 +(epoch: 68, iters: 33328, time: 0.402, data: 0.018) G_GAN: 5.328 G_L1: 4.371 D_real: 0.000 D_fake: 0.025 +(epoch: 68, iters: 33428, time: 0.288, data: 0.020) G_GAN: 3.396 G_L1: 4.916 D_real: 0.000 D_fake: 0.271 +(epoch: 68, iters: 33528, time: 0.292, data: 0.018) G_GAN: 4.244 G_L1: 7.800 D_real: 0.000 D_fake: 0.188 +(epoch: 68, iters: 33628, time: 0.289, data: 0.018) G_GAN: 5.950 G_L1: 5.859 D_real: 0.000 D_fake: 0.063 +(epoch: 68, iters: 33728, time: 0.413, data: 0.017) G_GAN: 3.671 G_L1: 4.345 D_real: 0.000 D_fake: 0.309 +(epoch: 68, iters: 33828, time: 0.285, data: 0.017) G_GAN: 8.525 G_L1: 10.090 D_real: 0.000 D_fake: 0.008 +(epoch: 68, iters: 33928, time: 0.294, data: 0.019) G_GAN: 4.755 G_L1: 4.654 D_real: 0.000 D_fake: 0.153 +(epoch: 68, iters: 34028, time: 0.299, data: 0.020) G_GAN: 6.791 G_L1: 7.588 D_real: 0.000 D_fake: 0.015 +(epoch: 68, iters: 34128, time: 0.389, data: 0.019) G_GAN: 4.001 G_L1: 4.408 D_real: 0.000 D_fake: 0.552 +(epoch: 68, iters: 34228, time: 0.284, data: 0.015) G_GAN: 4.494 G_L1: 4.634 D_real: 0.001 D_fake: 0.058 +(epoch: 68, iters: 34328, time: 0.292, data: 0.019) G_GAN: 3.583 G_L1: 4.807 D_real: 0.000 D_fake: 0.209 +(epoch: 68, iters: 34428, time: 0.287, data: 0.018) G_GAN: 4.483 G_L1: 8.438 D_real: 0.000 D_fake: 0.103 +(epoch: 68, iters: 34528, time: 0.376, data: 0.018) G_GAN: 3.346 G_L1: 4.770 D_real: 0.000 D_fake: 0.345 +(epoch: 68, iters: 34628, time: 0.286, data: 0.019) G_GAN: 7.768 G_L1: 5.961 D_real: 0.000 D_fake: 0.266 +(epoch: 68, iters: 34728, time: 0.282, data: 0.017) G_GAN: 6.977 G_L1: 9.203 D_real: 0.000 D_fake: 0.143 +(epoch: 68, iters: 34828, time: 0.283, data: 0.017) G_GAN: 3.870 G_L1: 4.399 D_real: 0.000 D_fake: 0.088 +(epoch: 68, iters: 34928, time: 0.585, data: 0.017) G_GAN: 4.900 G_L1: 5.197 D_real: 0.000 D_fake: 0.032 +(epoch: 68, iters: 35028, time: 0.293, data: 0.018) G_GAN: 5.052 G_L1: 4.697 D_real: 0.000 D_fake: 0.084 +(epoch: 68, iters: 35128, time: 0.281, data: 0.018) G_GAN: 6.896 G_L1: 5.740 D_real: 0.000 D_fake: 0.083 +(epoch: 68, iters: 35228, time: 0.296, data: 0.016) G_GAN: 3.797 G_L1: 4.996 D_real: 0.000 D_fake: 0.224 +(epoch: 68, iters: 35328, time: 0.414, data: 0.019) G_GAN: 4.256 G_L1: 5.714 D_real: 0.000 D_fake: 0.544 +(epoch: 68, iters: 35428, time: 0.281, data: 0.018) G_GAN: 4.179 G_L1: 3.458 D_real: 0.000 D_fake: 0.054 +(epoch: 68, iters: 35528, time: 0.284, data: 0.017) G_GAN: 3.504 G_L1: 3.874 D_real: 0.000 D_fake: 0.213 +(epoch: 68, iters: 35628, time: 0.289, data: 0.017) G_GAN: 5.817 G_L1: 7.958 D_real: 0.000 D_fake: 0.234 +(epoch: 68, iters: 35728, time: 0.386, data: 0.017) G_GAN: 4.127 G_L1: 4.316 D_real: 0.000 D_fake: 0.237 +(epoch: 68, iters: 35828, time: 0.295, data: 0.015) G_GAN: 3.148 G_L1: 4.363 D_real: 0.000 D_fake: 0.044 +(epoch: 68, iters: 35928, time: 0.294, data: 0.018) G_GAN: 3.581 G_L1: 3.795 D_real: 0.000 D_fake: 0.232 +(epoch: 68, iters: 36028, time: 0.289, data: 0.019) G_GAN: 6.581 G_L1: 5.453 D_real: 0.000 D_fake: 0.227 +(epoch: 68, iters: 36128, time: 0.414, data: 0.016) G_GAN: 3.872 G_L1: 4.106 D_real: 0.000 D_fake: 0.121 +(epoch: 68, iters: 36228, time: 0.279, data: 0.018) G_GAN: 3.898 G_L1: 4.797 D_real: 0.000 D_fake: 0.372 +(epoch: 68, iters: 36328, time: 0.289, data: 0.017) G_GAN: 3.798 G_L1: 5.750 D_real: 0.000 D_fake: 0.191 +(epoch: 68, iters: 36428, time: 0.281, data: 0.017) G_GAN: 3.432 G_L1: 6.076 D_real: 0.000 D_fake: 0.074 +(epoch: 68, iters: 36528, time: 0.409, data: 0.017) G_GAN: 4.765 G_L1: 6.311 D_real: 0.000 D_fake: 0.129 +(epoch: 68, iters: 36628, time: 0.287, data: 0.017) G_GAN: 3.307 G_L1: 5.594 D_real: 0.000 D_fake: 0.700 +(epoch: 68, iters: 36728, time: 0.296, data: 0.016) G_GAN: 3.891 G_L1: 5.801 D_real: 0.000 D_fake: 0.266 +(epoch: 68, iters: 36828, time: 0.287, data: 0.017) G_GAN: 2.946 G_L1: 4.532 D_real: 0.000 D_fake: 0.166 +(epoch: 68, iters: 36928, time: 0.582, data: 0.017) G_GAN: 3.757 G_L1: 5.223 D_real: 0.000 D_fake: 0.091 +(epoch: 68, iters: 37028, time: 0.288, data: 0.018) G_GAN: 2.672 G_L1: 4.457 D_real: 0.000 D_fake: 0.250 +(epoch: 68, iters: 37128, time: 0.273, data: 0.018) G_GAN: 3.678 G_L1: 4.448 D_real: 0.000 D_fake: 0.150 +(epoch: 68, iters: 37228, time: 0.291, data: 0.019) G_GAN: 3.159 G_L1: 4.426 D_real: 0.000 D_fake: 0.264 +(epoch: 68, iters: 37328, time: 0.374, data: 0.019) G_GAN: 3.356 G_L1: 4.365 D_real: 0.000 D_fake: 0.211 +(epoch: 68, iters: 37428, time: 0.299, data: 0.013) G_GAN: 2.304 G_L1: 5.000 D_real: 0.000 D_fake: 0.677 +(epoch: 68, iters: 37528, time: 0.295, data: 0.018) G_GAN: 3.088 G_L1: 4.417 D_real: 0.000 D_fake: 0.225 +(epoch: 68, iters: 37628, time: 0.295, data: 0.019) G_GAN: 3.571 G_L1: 7.639 D_real: 0.000 D_fake: 0.177 +(epoch: 68, iters: 37728, time: 0.409, data: 0.018) G_GAN: 3.200 G_L1: 3.713 D_real: 0.000 D_fake: 0.066 +(epoch: 68, iters: 37828, time: 0.304, data: 0.018) G_GAN: 3.492 G_L1: 6.592 D_real: 0.000 D_fake: 0.474 +(epoch: 68, iters: 37928, time: 0.298, data: 0.019) G_GAN: 2.192 G_L1: 6.086 D_real: 0.000 D_fake: 0.223 +(epoch: 68, iters: 38028, time: 0.294, data: 0.019) G_GAN: 2.699 G_L1: 8.252 D_real: 0.000 D_fake: 0.146 +(epoch: 68, iters: 38128, time: 0.391, data: 0.018) G_GAN: 4.494 G_L1: 5.386 D_real: 0.000 D_fake: 0.309 +(epoch: 68, iters: 38228, time: 0.266, data: 0.015) G_GAN: 4.486 G_L1: 5.643 D_real: 0.001 D_fake: 0.056 +(epoch: 68, iters: 38328, time: 0.262, data: 0.017) G_GAN: 2.365 G_L1: 5.798 D_real: 0.000 D_fake: 0.182 +(epoch: 68, iters: 38428, time: 0.270, data: 0.017) G_GAN: 3.201 G_L1: 4.002 D_real: 0.000 D_fake: 0.197 +(epoch: 68, iters: 38528, time: 0.378, data: 0.015) G_GAN: 2.551 G_L1: 3.639 D_real: 0.000 D_fake: 0.388 +(epoch: 68, iters: 38628, time: 0.278, data: 0.014) G_GAN: 3.212 G_L1: 4.578 D_real: 0.000 D_fake: 0.314 +(epoch: 68, iters: 38728, time: 0.270, data: 0.016) G_GAN: 3.208 G_L1: 13.503 D_real: 0.000 D_fake: 0.261 +(epoch: 68, iters: 38828, time: 0.293, data: 0.014) G_GAN: 1.631 G_L1: 4.154 D_real: 0.000 D_fake: 0.693 +(epoch: 68, iters: 38928, time: 0.588, data: 0.022) G_GAN: 3.921 G_L1: 5.263 D_real: 0.000 D_fake: 0.079 +(epoch: 68, iters: 39028, time: 0.305, data: 0.019) G_GAN: 3.490 G_L1: 4.533 D_real: 0.000 D_fake: 0.634 +(epoch: 68, iters: 39128, time: 0.294, data: 0.020) G_GAN: 3.875 G_L1: 10.451 D_real: 0.001 D_fake: 0.102 +(epoch: 68, iters: 39228, time: 0.296, data: 0.019) G_GAN: 2.970 G_L1: 6.921 D_real: 0.017 D_fake: 0.124 +(epoch: 68, iters: 39328, time: 0.406, data: 0.017) G_GAN: 2.309 G_L1: 4.454 D_real: 0.000 D_fake: 0.283 +(epoch: 68, iters: 39428, time: 0.307, data: 0.020) G_GAN: 3.814 G_L1: 8.905 D_real: 0.000 D_fake: 0.206 +(epoch: 68, iters: 39528, time: 0.309, data: 0.020) G_GAN: 3.745 G_L1: 6.404 D_real: 0.000 D_fake: 0.065 +(epoch: 68, iters: 39628, time: 0.308, data: 0.020) G_GAN: 2.214 G_L1: 4.204 D_real: 0.000 D_fake: 0.228 +(epoch: 68, iters: 39728, time: 0.416, data: 0.020) G_GAN: 1.907 G_L1: 3.309 D_real: 0.000 D_fake: 0.596 +(epoch: 68, iters: 39828, time: 0.291, data: 0.018) G_GAN: 3.223 G_L1: 5.813 D_real: 0.000 D_fake: 1.208 +(epoch: 68, iters: 39928, time: 0.296, data: 0.017) G_GAN: 2.680 G_L1: 4.782 D_real: 0.003 D_fake: 0.291 +(epoch: 68, iters: 40028, time: 0.285, data: 0.018) G_GAN: 3.745 G_L1: 4.859 D_real: 0.009 D_fake: 0.119 +(epoch: 68, iters: 40128, time: 0.401, data: 0.019) G_GAN: 3.939 G_L1: 5.276 D_real: 0.000 D_fake: 0.657 +(epoch: 68, iters: 40228, time: 0.301, data: 0.019) G_GAN: 2.390 G_L1: 4.404 D_real: 0.000 D_fake: 0.727 +(epoch: 68, iters: 40328, time: 0.306, data: 0.018) G_GAN: 3.351 G_L1: 5.060 D_real: 0.000 D_fake: 0.136 +(epoch: 68, iters: 40428, time: 0.298, data: 0.020) G_GAN: 2.339 G_L1: 11.149 D_real: 0.000 D_fake: 1.304 +(epoch: 68, iters: 40528, time: 0.391, data: 0.018) G_GAN: 2.795 G_L1: 8.399 D_real: 0.009 D_fake: 0.359 +(epoch: 68, iters: 40628, time: 0.302, data: 0.020) G_GAN: 3.415 G_L1: 7.260 D_real: 0.000 D_fake: 0.294 +(epoch: 68, iters: 40728, time: 0.303, data: 0.019) G_GAN: 2.236 G_L1: 5.217 D_real: 0.000 D_fake: 0.822 +(epoch: 68, iters: 40828, time: 0.302, data: 0.021) G_GAN: 3.210 G_L1: 5.922 D_real: 0.000 D_fake: 0.214 +(epoch: 68, iters: 40928, time: 0.605, data: 0.019) G_GAN: 2.863 G_L1: 5.497 D_real: 0.000 D_fake: 0.328 +(epoch: 68, iters: 41028, time: 0.300, data: 0.020) G_GAN: 2.633 G_L1: 4.344 D_real: 0.000 D_fake: 0.539 +(epoch: 68, iters: 41128, time: 0.295, data: 0.018) G_GAN: 2.344 G_L1: 4.478 D_real: 0.000 D_fake: 0.535 +(epoch: 68, iters: 41228, time: 0.302, data: 0.018) G_GAN: 3.522 G_L1: 6.086 D_real: 0.000 D_fake: 0.354 +(epoch: 68, iters: 41328, time: 0.407, data: 0.020) G_GAN: 2.510 G_L1: 5.268 D_real: 0.000 D_fake: 0.239 +(epoch: 68, iters: 41428, time: 0.305, data: 0.019) G_GAN: 3.014 G_L1: 3.842 D_real: 0.000 D_fake: 0.086 +(epoch: 68, iters: 41528, time: 0.296, data: 0.028) G_GAN: 2.461 G_L1: 4.453 D_real: 0.000 D_fake: 0.157 +(epoch: 68, iters: 41628, time: 0.294, data: 0.020) G_GAN: 3.111 G_L1: 8.423 D_real: 0.000 D_fake: 0.405 +(epoch: 68, iters: 41728, time: 0.407, data: 0.022) G_GAN: 2.880 G_L1: 3.023 D_real: 0.000 D_fake: 0.338 +(epoch: 68, iters: 41828, time: 0.307, data: 0.019) G_GAN: 1.714 G_L1: 4.350 D_real: 0.000 D_fake: 0.380 +(epoch: 68, iters: 41928, time: 0.296, data: 0.020) G_GAN: 3.215 G_L1: 7.413 D_real: 0.000 D_fake: 2.041 +(epoch: 68, iters: 42028, time: 0.302, data: 0.019) G_GAN: 2.555 G_L1: 7.305 D_real: 0.000 D_fake: 0.484 +(epoch: 68, iters: 42128, time: 0.409, data: 0.020) G_GAN: 4.027 G_L1: 5.094 D_real: 0.000 D_fake: 0.118 +(epoch: 68, iters: 42228, time: 0.297, data: 0.018) G_GAN: 2.891 G_L1: 4.429 D_real: 0.000 D_fake: 0.218 +(epoch: 68, iters: 42328, time: 0.308, data: 0.018) G_GAN: 1.521 G_L1: 4.415 D_real: 0.000 D_fake: 0.282 +(epoch: 68, iters: 42428, time: 0.303, data: 0.020) G_GAN: 2.192 G_L1: 4.977 D_real: 0.000 D_fake: 0.349 +(epoch: 68, iters: 42528, time: 0.396, data: 0.019) G_GAN: 2.219 G_L1: 3.943 D_real: 0.000 D_fake: 0.441 +(epoch: 68, iters: 42628, time: 0.301, data: 0.020) G_GAN: 2.868 G_L1: 6.456 D_real: 0.000 D_fake: 0.166 +(epoch: 68, iters: 42728, time: 0.299, data: 0.019) G_GAN: 2.428 G_L1: 4.987 D_real: 0.000 D_fake: 0.668 +(epoch: 68, iters: 42828, time: 0.294, data: 0.018) G_GAN: 2.031 G_L1: 4.668 D_real: 0.000 D_fake: 1.741 +(epoch: 68, iters: 42928, time: 0.615, data: 0.020) G_GAN: 2.364 G_L1: 4.263 D_real: 0.000 D_fake: 0.246 +(epoch: 68, iters: 43028, time: 0.298, data: 0.019) G_GAN: 1.889 G_L1: 4.950 D_real: 0.000 D_fake: 0.530 +(epoch: 68, iters: 43128, time: 0.296, data: 0.020) G_GAN: 1.848 G_L1: 6.111 D_real: 0.000 D_fake: 0.789 +(epoch: 68, iters: 43228, time: 0.295, data: 0.019) G_GAN: 2.527 G_L1: 4.687 D_real: 0.006 D_fake: 0.164 +(epoch: 68, iters: 43328, time: 0.423, data: 0.017) G_GAN: 2.568 G_L1: 9.462 D_real: 0.000 D_fake: 0.479 +(epoch: 68, iters: 43428, time: 0.303, data: 0.020) G_GAN: 2.987 G_L1: 4.663 D_real: 0.000 D_fake: 0.205 +(epoch: 68, iters: 43528, time: 0.297, data: 0.018) G_GAN: 3.147 G_L1: 4.501 D_real: 0.000 D_fake: 0.146 +(epoch: 68, iters: 43628, time: 0.306, data: 0.018) G_GAN: 1.726 G_L1: 3.621 D_real: 0.000 D_fake: 0.619 +(epoch: 68, iters: 43728, time: 0.427, data: 0.019) G_GAN: 2.099 G_L1: 4.154 D_real: 0.000 D_fake: 0.749 +(epoch: 68, iters: 43828, time: 0.307, data: 0.020) G_GAN: 2.338 G_L1: 3.927 D_real: 0.000 D_fake: 0.223 +(epoch: 68, iters: 43928, time: 0.302, data: 0.019) G_GAN: 1.908 G_L1: 4.882 D_real: 0.000 D_fake: 0.144 +(epoch: 68, iters: 44028, time: 0.306, data: 0.018) G_GAN: 2.573 G_L1: 4.629 D_real: 0.000 D_fake: 0.160 +(epoch: 68, iters: 44128, time: 0.388, data: 0.019) G_GAN: 1.676 G_L1: 5.022 D_real: 0.001 D_fake: 0.452 +(epoch: 68, iters: 44228, time: 0.299, data: 0.017) G_GAN: 2.190 G_L1: 4.192 D_real: 0.000 D_fake: 0.499 +(epoch: 68, iters: 44328, time: 0.304, data: 0.019) G_GAN: 2.112 G_L1: 4.898 D_real: 0.000 D_fake: 0.521 +(epoch: 68, iters: 44428, time: 0.289, data: 0.018) G_GAN: 2.851 G_L1: 7.114 D_real: 0.000 D_fake: 0.169 +(epoch: 68, iters: 44528, time: 0.404, data: 0.017) G_GAN: 2.247 G_L1: 6.674 D_real: 0.000 D_fake: 0.951 +(epoch: 68, iters: 44628, time: 0.297, data: 0.018) G_GAN: 3.461 G_L1: 4.762 D_real: 0.000 D_fake: 0.184 +(epoch: 68, iters: 44728, time: 0.293, data: 0.017) G_GAN: 1.798 G_L1: 4.899 D_real: 0.001 D_fake: 0.876 +(epoch: 68, iters: 44828, time: 0.295, data: 0.021) G_GAN: 2.141 G_L1: 3.301 D_real: 0.000 D_fake: 0.199 +(epoch: 68, iters: 44928, time: 0.639, data: 0.023) G_GAN: 1.726 G_L1: 4.287 D_real: 0.001 D_fake: 0.625 +(epoch: 68, iters: 45028, time: 0.289, data: 0.020) G_GAN: 2.481 G_L1: 3.981 D_real: 0.003 D_fake: 0.673 +(epoch: 68, iters: 45128, time: 0.292, data: 0.017) G_GAN: 3.041 G_L1: 8.615 D_real: 0.001 D_fake: 0.420 +(epoch: 68, iters: 45228, time: 0.295, data: 0.017) G_GAN: 2.480 G_L1: 5.897 D_real: 0.000 D_fake: 1.202 +(epoch: 68, iters: 45328, time: 0.411, data: 0.023) G_GAN: 1.346 G_L1: 4.996 D_real: 0.000 D_fake: 0.547 +(epoch: 68, iters: 45428, time: 0.293, data: 0.019) G_GAN: 1.831 G_L1: 3.926 D_real: 0.000 D_fake: 0.543 +(epoch: 68, iters: 45528, time: 0.303, data: 0.018) G_GAN: 1.599 G_L1: 3.825 D_real: 0.000 D_fake: 0.545 +(epoch: 68, iters: 45628, time: 0.300, data: 0.020) G_GAN: 1.585 G_L1: 4.875 D_real: 0.000 D_fake: 0.818 +(epoch: 68, iters: 45728, time: 0.405, data: 0.019) G_GAN: 2.472 G_L1: 4.425 D_real: 0.000 D_fake: 0.212 +(epoch: 68, iters: 45828, time: 0.302, data: 0.018) G_GAN: 1.720 G_L1: 3.370 D_real: 0.002 D_fake: 0.398 +(epoch: 68, iters: 45928, time: 0.286, data: 0.020) G_GAN: 2.201 G_L1: 5.181 D_real: 0.001 D_fake: 0.347 +(epoch: 68, iters: 46028, time: 0.285, data: 0.018) G_GAN: 2.304 G_L1: 3.571 D_real: 0.000 D_fake: 0.491 +(epoch: 68, iters: 46128, time: 0.414, data: 0.019) G_GAN: 1.958 G_L1: 4.603 D_real: 0.000 D_fake: 0.766 +(epoch: 68, iters: 46228, time: 0.288, data: 0.021) G_GAN: 1.462 G_L1: 4.679 D_real: 0.000 D_fake: 0.319 +(epoch: 68, iters: 46328, time: 0.284, data: 0.018) G_GAN: 1.395 G_L1: 4.285 D_real: 0.000 D_fake: 0.489 +(epoch: 68, iters: 46428, time: 0.282, data: 0.015) G_GAN: 1.404 G_L1: 6.629 D_real: 0.001 D_fake: 0.709 +(epoch: 68, iters: 46528, time: 0.419, data: 0.022) G_GAN: 1.692 G_L1: 5.678 D_real: 0.000 D_fake: 1.073 +(epoch: 68, iters: 46628, time: 0.297, data: 0.019) G_GAN: 1.594 G_L1: 3.794 D_real: 0.000 D_fake: 0.528 +(epoch: 68, iters: 46728, time: 0.295, data: 0.018) G_GAN: 1.131 G_L1: 4.474 D_real: 0.000 D_fake: 0.510 +(epoch: 68, iters: 46828, time: 0.288, data: 0.019) G_GAN: 1.847 G_L1: 4.693 D_real: 0.000 D_fake: 0.459 +(epoch: 68, iters: 46928, time: 0.585, data: 0.017) G_GAN: 2.777 G_L1: 6.692 D_real: 0.000 D_fake: 0.330 +(epoch: 68, iters: 47028, time: 0.297, data: 0.019) G_GAN: 2.794 G_L1: 9.290 D_real: 0.000 D_fake: 0.409 +(epoch: 68, iters: 47128, time: 0.300, data: 0.019) G_GAN: 1.518 G_L1: 4.429 D_real: 0.001 D_fake: 0.563 +(epoch: 68, iters: 47228, time: 0.296, data: 0.018) G_GAN: 2.562 G_L1: 4.546 D_real: 0.000 D_fake: 0.601 +(epoch: 68, iters: 47328, time: 0.410, data: 0.019) G_GAN: 1.374 G_L1: 4.602 D_real: 0.002 D_fake: 1.131 +(epoch: 68, iters: 47428, time: 0.297, data: 0.019) G_GAN: 1.449 G_L1: 3.779 D_real: 0.002 D_fake: 0.477 +(epoch: 68, iters: 47528, time: 0.280, data: 0.021) G_GAN: 1.852 G_L1: 4.505 D_real: 0.000 D_fake: 0.381 +(epoch: 68, iters: 47628, time: 0.292, data: 0.023) G_GAN: 1.448 G_L1: 4.798 D_real: 0.000 D_fake: 0.889 +(epoch: 68, iters: 47728, time: 0.407, data: 0.017) G_GAN: 2.509 G_L1: 6.257 D_real: 0.000 D_fake: 0.170 +(epoch: 68, iters: 47828, time: 0.299, data: 0.017) G_GAN: 2.569 G_L1: 9.086 D_real: 0.000 D_fake: 0.475 +(epoch: 68, iters: 47928, time: 0.295, data: 0.019) G_GAN: 0.651 G_L1: 3.860 D_real: 0.000 D_fake: 1.938 +(epoch: 68, iters: 48028, time: 0.290, data: 0.018) G_GAN: 1.697 G_L1: 6.919 D_real: 0.000 D_fake: 0.542 +(epoch: 68, iters: 48128, time: 0.413, data: 0.018) G_GAN: 1.648 G_L1: 5.629 D_real: 0.000 D_fake: 0.765 +(epoch: 68, iters: 48228, time: 0.288, data: 0.017) G_GAN: 0.974 G_L1: 3.815 D_real: 0.000 D_fake: 0.871 +(epoch: 68, iters: 48328, time: 0.298, data: 0.018) G_GAN: 1.687 G_L1: 8.497 D_real: 0.008 D_fake: 0.595 +(epoch: 68, iters: 48428, time: 0.288, data: 0.018) G_GAN: 1.953 G_L1: 5.112 D_real: 0.000 D_fake: 0.254 +(epoch: 68, iters: 48528, time: 0.410, data: 0.017) G_GAN: 1.692 G_L1: 5.872 D_real: 0.000 D_fake: 0.781 +(epoch: 68, iters: 48628, time: 0.288, data: 0.018) G_GAN: 2.181 G_L1: 4.876 D_real: 0.000 D_fake: 0.415 +(epoch: 68, iters: 48728, time: 0.309, data: 0.017) G_GAN: 1.268 G_L1: 3.885 D_real: 0.000 D_fake: 0.450 +(epoch: 68, iters: 48828, time: 0.282, data: 0.021) G_GAN: 1.772 G_L1: 5.077 D_real: 0.000 D_fake: 0.290 +(epoch: 68, iters: 48928, time: 0.613, data: 0.019) G_GAN: 1.591 G_L1: 4.444 D_real: 0.000 D_fake: 0.395 +(epoch: 68, iters: 49028, time: 0.303, data: 0.019) G_GAN: 1.361 G_L1: 12.887 D_real: 0.000 D_fake: 1.375 +(epoch: 68, iters: 49128, time: 0.298, data: 0.021) G_GAN: 2.516 G_L1: 4.334 D_real: 0.000 D_fake: 0.561 +(epoch: 68, iters: 49228, time: 0.291, data: 0.018) G_GAN: 1.391 G_L1: 3.747 D_real: 0.000 D_fake: 0.657 +(epoch: 68, iters: 49328, time: 0.416, data: 0.019) G_GAN: 1.363 G_L1: 3.649 D_real: 0.000 D_fake: 0.515 +(epoch: 68, iters: 49428, time: 0.296, data: 0.018) G_GAN: 1.818 G_L1: 4.136 D_real: 0.000 D_fake: 0.379 +(epoch: 68, iters: 49528, time: 0.303, data: 0.018) G_GAN: 1.698 G_L1: 6.996 D_real: 0.000 D_fake: 0.968 +(epoch: 68, iters: 49628, time: 0.302, data: 0.019) G_GAN: 1.926 G_L1: 4.842 D_real: 0.001 D_fake: 0.643 +(epoch: 68, iters: 49728, time: 0.423, data: 0.020) G_GAN: 1.057 G_L1: 4.881 D_real: 0.000 D_fake: 0.891 +(epoch: 68, iters: 49828, time: 0.284, data: 0.019) G_GAN: 1.790 G_L1: 4.261 D_real: 0.000 D_fake: 0.381 +(epoch: 68, iters: 49928, time: 0.297, data: 0.017) G_GAN: 1.782 G_L1: 4.444 D_real: 0.000 D_fake: 0.364 +(epoch: 68, iters: 50028, time: 0.296, data: 0.018) G_GAN: 1.218 G_L1: 5.450 D_real: 0.000 D_fake: 0.588 +(epoch: 68, iters: 50128, time: 0.415, data: 0.018) G_GAN: 1.592 G_L1: 4.141 D_real: 0.000 D_fake: 0.733 +(epoch: 68, iters: 50228, time: 0.303, data: 0.018) G_GAN: 1.673 G_L1: 4.809 D_real: 0.000 D_fake: 0.553 +(epoch: 68, iters: 50328, time: 0.289, data: 0.019) G_GAN: 1.538 G_L1: 4.801 D_real: 0.019 D_fake: 0.394 +(epoch: 68, iters: 50428, time: 0.299, data: 0.017) G_GAN: 1.450 G_L1: 4.438 D_real: 0.002 D_fake: 0.572 +(epoch: 68, iters: 50528, time: 0.391, data: 0.019) G_GAN: 1.698 G_L1: 4.482 D_real: 0.001 D_fake: 0.410 +(epoch: 68, iters: 50628, time: 0.302, data: 0.016) G_GAN: 2.308 G_L1: 4.399 D_real: 0.006 D_fake: 0.338 +(epoch: 68, iters: 50728, time: 0.300, data: 0.025) G_GAN: 1.373 G_L1: 4.638 D_real: 0.000 D_fake: 0.397 +(epoch: 68, iters: 50828, time: 0.302, data: 0.018) G_GAN: 3.081 G_L1: 5.605 D_real: 0.000 D_fake: 0.229 +(epoch: 68, iters: 50928, time: 0.604, data: 0.019) G_GAN: 1.737 G_L1: 4.606 D_real: 0.000 D_fake: 0.496 +(epoch: 68, iters: 51028, time: 0.304, data: 0.020) G_GAN: 1.957 G_L1: 4.997 D_real: 0.000 D_fake: 0.339 +(epoch: 68, iters: 51128, time: 0.295, data: 0.019) G_GAN: 1.500 G_L1: 5.345 D_real: 0.000 D_fake: 0.391 +(epoch: 68, iters: 51228, time: 0.294, data: 0.017) G_GAN: 2.528 G_L1: 8.617 D_real: 0.000 D_fake: 0.210 +(epoch: 68, iters: 51328, time: 0.417, data: 0.019) G_GAN: 2.341 G_L1: 5.605 D_real: 0.000 D_fake: 0.206 +(epoch: 68, iters: 51428, time: 0.304, data: 0.019) G_GAN: 1.714 G_L1: 6.697 D_real: 0.000 D_fake: 0.587 +(epoch: 68, iters: 51528, time: 0.288, data: 0.019) G_GAN: 1.576 G_L1: 4.558 D_real: 0.004 D_fake: 0.444 +(epoch: 68, iters: 51628, time: 0.303, data: 0.019) G_GAN: 1.783 G_L1: 3.851 D_real: 0.012 D_fake: 0.381 +(epoch: 68, iters: 51728, time: 0.409, data: 0.019) G_GAN: 1.489 G_L1: 5.079 D_real: 0.000 D_fake: 0.652 +(epoch: 68, iters: 51828, time: 0.294, data: 0.019) G_GAN: 1.201 G_L1: 4.528 D_real: 0.001 D_fake: 0.656 +(epoch: 68, iters: 51928, time: 0.306, data: 0.018) G_GAN: 1.944 G_L1: 4.445 D_real: 0.000 D_fake: 0.222 +(epoch: 68, iters: 52028, time: 0.306, data: 0.019) G_GAN: 1.314 G_L1: 4.769 D_real: 0.000 D_fake: 1.254 +(epoch: 68, iters: 52128, time: 0.391, data: 0.019) G_GAN: 0.806 G_L1: 3.359 D_real: 0.000 D_fake: 1.770 +(epoch: 68, iters: 52228, time: 0.307, data: 0.019) G_GAN: 1.081 G_L1: 3.809 D_real: 0.005 D_fake: 0.686 +(epoch: 68, iters: 52328, time: 0.302, data: 0.018) G_GAN: 1.850 G_L1: 5.752 D_real: 0.000 D_fake: 0.837 +(epoch: 68, iters: 52428, time: 0.293, data: 0.019) G_GAN: 1.340 G_L1: 5.256 D_real: 0.000 D_fake: 0.714 +(epoch: 68, iters: 52528, time: 0.404, data: 0.024) G_GAN: 1.373 G_L1: 5.126 D_real: 0.000 D_fake: 0.698 +(epoch: 68, iters: 52628, time: 0.298, data: 0.018) G_GAN: 1.361 G_L1: 3.929 D_real: 0.000 D_fake: 0.565 +(epoch: 68, iters: 52728, time: 0.304, data: 0.019) G_GAN: 1.351 G_L1: 3.702 D_real: 0.000 D_fake: 0.535 +(epoch: 68, iters: 52828, time: 0.304, data: 0.019) G_GAN: 1.340 G_L1: 4.860 D_real: 0.002 D_fake: 0.879 +(epoch: 68, iters: 52928, time: 0.549, data: 0.019) G_GAN: 0.944 G_L1: 4.067 D_real: 0.010 D_fake: 1.382 +(epoch: 68, iters: 53028, time: 0.303, data: 0.019) G_GAN: 1.470 G_L1: 3.793 D_real: 0.001 D_fake: 0.377 +(epoch: 68, iters: 53128, time: 0.303, data: 0.019) G_GAN: 1.405 G_L1: 4.078 D_real: 0.000 D_fake: 0.584 +(epoch: 68, iters: 53228, time: 0.294, data: 0.019) G_GAN: 1.873 G_L1: 3.526 D_real: 0.000 D_fake: 0.281 +(epoch: 68, iters: 53328, time: 0.417, data: 0.019) G_GAN: 1.772 G_L1: 8.034 D_real: 0.000 D_fake: 0.645 +(epoch: 68, iters: 53428, time: 0.295, data: 0.019) G_GAN: 2.045 G_L1: 6.664 D_real: 0.007 D_fake: 0.302 +(epoch: 68, iters: 53528, time: 0.297, data: 0.017) G_GAN: 1.545 G_L1: 5.820 D_real: 0.003 D_fake: 0.516 +(epoch: 68, iters: 53628, time: 0.309, data: 0.018) G_GAN: 1.167 G_L1: 4.468 D_real: 0.000 D_fake: 0.705 +(epoch: 68, iters: 53728, time: 0.390, data: 0.019) G_GAN: 2.103 G_L1: 7.232 D_real: 0.000 D_fake: 0.392 +(epoch: 68, iters: 53828, time: 0.301, data: 0.017) G_GAN: 1.230 G_L1: 4.941 D_real: 0.000 D_fake: 0.773 +(epoch: 68, iters: 53928, time: 0.292, data: 0.018) G_GAN: 1.272 G_L1: 3.540 D_real: 0.000 D_fake: 0.585 +(epoch: 68, iters: 54028, time: 0.288, data: 0.019) G_GAN: 1.386 G_L1: 4.933 D_real: 0.001 D_fake: 0.568 +(epoch: 68, iters: 54128, time: 0.421, data: 0.017) G_GAN: 1.163 G_L1: 4.991 D_real: 0.025 D_fake: 0.649 +(epoch: 68, iters: 54228, time: 0.296, data: 0.018) G_GAN: 1.477 G_L1: 4.114 D_real: 0.001 D_fake: 0.436 +(epoch: 68, iters: 54328, time: 0.260, data: 0.018) G_GAN: 0.970 G_L1: 4.981 D_real: 0.000 D_fake: 0.806 +(epoch: 68, iters: 54428, time: 0.280, data: 0.016) G_GAN: 0.703 G_L1: 4.735 D_real: 0.000 D_fake: 1.400 +(epoch: 68, iters: 54528, time: 0.408, data: 0.016) G_GAN: 1.047 G_L1: 3.704 D_real: 0.001 D_fake: 0.631 +(epoch: 68, iters: 54628, time: 0.296, data: 0.016) G_GAN: 1.627 G_L1: 5.310 D_real: 0.003 D_fake: 0.362 +(epoch: 68, iters: 54728, time: 0.298, data: 0.018) G_GAN: 1.140 G_L1: 4.710 D_real: 0.001 D_fake: 1.202 +(epoch: 68, iters: 54828, time: 0.283, data: 0.020) G_GAN: 2.057 G_L1: 4.489 D_real: 0.026 D_fake: 0.284 +(epoch: 68, iters: 54928, time: 0.573, data: 0.017) G_GAN: 3.761 G_L1: 5.528 D_real: 0.096 D_fake: 2.245 +(epoch: 68, iters: 55028, time: 0.272, data: 0.019) G_GAN: 2.522 G_L1: 4.696 D_real: 0.001 D_fake: 0.227 +(epoch: 68, iters: 55128, time: 0.270, data: 0.015) G_GAN: 2.255 G_L1: 5.617 D_real: 0.030 D_fake: 0.237 +(epoch: 68, iters: 55228, time: 0.297, data: 0.016) G_GAN: 2.338 G_L1: 10.026 D_real: 0.001 D_fake: 0.352 +(epoch: 68, iters: 55328, time: 0.401, data: 0.017) G_GAN: 1.760 G_L1: 6.162 D_real: 0.030 D_fake: 0.607 +(epoch: 68, iters: 55428, time: 0.288, data: 0.016) G_GAN: 2.859 G_L1: 5.154 D_real: 0.000 D_fake: 0.186 +(epoch: 68, iters: 55528, time: 0.293, data: 0.018) G_GAN: 2.112 G_L1: 5.101 D_real: 0.000 D_fake: 0.273 +(epoch: 68, iters: 55628, time: 0.291, data: 0.018) G_GAN: 2.948 G_L1: 5.305 D_real: 0.001 D_fake: 0.211 +(epoch: 68, iters: 55728, time: 0.415, data: 0.018) G_GAN: 2.543 G_L1: 4.638 D_real: 0.030 D_fake: 0.745 +(epoch: 68, iters: 55828, time: 0.300, data: 0.028) G_GAN: 3.517 G_L1: 6.558 D_real: 0.001 D_fake: 0.673 +(epoch: 68, iters: 55928, time: 0.276, data: 0.016) G_GAN: 1.542 G_L1: 3.818 D_real: 0.003 D_fake: 0.689 +(epoch: 68, iters: 56028, time: 0.286, data: 0.017) G_GAN: 1.063 G_L1: 3.963 D_real: 0.000 D_fake: 1.083 +(epoch: 68, iters: 56128, time: 0.399, data: 0.017) G_GAN: 2.242 G_L1: 4.696 D_real: 0.000 D_fake: 0.497 +(epoch: 68, iters: 56228, time: 0.266, data: 0.018) G_GAN: 2.104 G_L1: 3.535 D_real: 0.001 D_fake: 0.120 +(epoch: 68, iters: 56328, time: 0.291, data: 0.014) G_GAN: 4.919 G_L1: 8.246 D_real: 0.020 D_fake: 0.142 +(epoch: 68, iters: 56428, time: 0.294, data: 0.021) G_GAN: 1.723 G_L1: 4.315 D_real: 0.000 D_fake: 0.525 +(epoch: 68, iters: 56528, time: 0.400, data: 0.017) G_GAN: 1.389 G_L1: 4.374 D_real: 0.000 D_fake: 0.565 +(epoch: 68, iters: 56628, time: 0.291, data: 0.017) G_GAN: 1.978 G_L1: 4.478 D_real: 0.000 D_fake: 0.544 +(epoch: 68, iters: 56728, time: 0.282, data: 0.016) G_GAN: 1.538 G_L1: 5.228 D_real: 0.000 D_fake: 0.367 +(epoch: 68, iters: 56828, time: 0.276, data: 0.016) G_GAN: 1.004 G_L1: 4.366 D_real: 0.000 D_fake: 0.418 +(epoch: 68, iters: 56928, time: 0.531, data: 0.015) G_GAN: 1.598 G_L1: 4.700 D_real: 0.000 D_fake: 0.366 +(epoch: 68, iters: 57028, time: 0.286, data: 0.016) G_GAN: 2.357 G_L1: 4.864 D_real: 0.000 D_fake: 0.193 +(epoch: 68, iters: 57128, time: 0.286, data: 0.017) G_GAN: 1.837 G_L1: 6.399 D_real: 0.007 D_fake: 0.434 +(epoch: 68, iters: 57228, time: 0.298, data: 0.016) G_GAN: 1.760 G_L1: 3.965 D_real: 0.000 D_fake: 0.496 +(epoch: 68, iters: 57328, time: 0.408, data: 0.019) G_GAN: 1.375 G_L1: 3.948 D_real: 0.000 D_fake: 0.460 +(epoch: 68, iters: 57428, time: 0.288, data: 0.018) G_GAN: 2.530 G_L1: 5.025 D_real: 0.005 D_fake: 0.443 +(epoch: 68, iters: 57528, time: 0.284, data: 0.017) G_GAN: 1.981 G_L1: 5.570 D_real: 0.000 D_fake: 0.433 +(epoch: 68, iters: 57628, time: 0.291, data: 0.019) G_GAN: 1.614 G_L1: 3.753 D_real: 0.002 D_fake: 0.347 +(epoch: 68, iters: 57728, time: 0.396, data: 0.017) G_GAN: 2.952 G_L1: 12.042 D_real: 0.007 D_fake: 0.546 +(epoch: 68, iters: 57828, time: 0.293, data: 0.016) G_GAN: 1.151 G_L1: 6.052 D_real: 0.012 D_fake: 1.022 +(epoch: 68, iters: 57928, time: 0.284, data: 0.018) G_GAN: 1.818 G_L1: 4.247 D_real: 0.001 D_fake: 0.503 +(epoch: 68, iters: 58028, time: 0.274, data: 0.015) G_GAN: 1.699 G_L1: 3.500 D_real: 0.000 D_fake: 0.413 +(epoch: 68, iters: 58128, time: 0.387, data: 0.015) G_GAN: 2.888 G_L1: 10.257 D_real: 0.010 D_fake: 0.136 +(epoch: 68, iters: 58228, time: 0.287, data: 0.016) G_GAN: 1.669 G_L1: 4.443 D_real: 0.000 D_fake: 0.459 +(epoch: 68, iters: 58328, time: 0.289, data: 0.019) G_GAN: 1.516 G_L1: 3.872 D_real: 0.000 D_fake: 0.801 +(epoch: 68, iters: 58428, time: 0.275, data: 0.017) G_GAN: 1.791 G_L1: 4.596 D_real: 0.000 D_fake: 0.347 +(epoch: 68, iters: 58528, time: 0.415, data: 0.019) G_GAN: 2.013 G_L1: 5.238 D_real: 0.020 D_fake: 0.366 +(epoch: 68, iters: 58628, time: 0.297, data: 0.019) G_GAN: 1.678 G_L1: 4.063 D_real: 0.013 D_fake: 0.423 +(epoch: 68, iters: 58728, time: 0.294, data: 0.018) G_GAN: 1.078 G_L1: 4.270 D_real: 0.000 D_fake: 0.866 +(epoch: 68, iters: 58828, time: 0.288, data: 0.018) G_GAN: 1.536 G_L1: 3.736 D_real: 0.000 D_fake: 0.441 +(epoch: 68, iters: 58928, time: 0.586, data: 0.017) G_GAN: 2.309 G_L1: 5.923 D_real: 0.001 D_fake: 0.343 +(epoch: 68, iters: 59028, time: 0.297, data: 0.019) G_GAN: 1.985 G_L1: 4.757 D_real: 0.000 D_fake: 0.397 +(epoch: 68, iters: 59128, time: 0.302, data: 0.019) G_GAN: 3.937 G_L1: 4.904 D_real: 0.106 D_fake: 0.356 +(epoch: 68, iters: 59228, time: 0.304, data: 0.020) G_GAN: 1.860 G_L1: 4.305 D_real: 0.005 D_fake: 0.495 +(epoch: 68, iters: 59328, time: 0.398, data: 0.021) G_GAN: 2.393 G_L1: 3.728 D_real: 0.006 D_fake: 0.299 +(epoch: 68, iters: 59428, time: 0.299, data: 0.018) G_GAN: 1.226 G_L1: 4.700 D_real: 0.005 D_fake: 0.560 +(epoch: 68, iters: 59528, time: 0.299, data: 0.019) G_GAN: 4.981 G_L1: 8.277 D_real: 0.002 D_fake: 1.124 +(epoch: 68, iters: 59628, time: 0.303, data: 0.020) G_GAN: 3.592 G_L1: 7.295 D_real: 0.003 D_fake: 0.065 +(epoch: 68, iters: 59728, time: 0.417, data: 0.018) G_GAN: 2.422 G_L1: 3.592 D_real: 0.004 D_fake: 0.758 +(epoch: 68, iters: 59828, time: 0.291, data: 0.018) G_GAN: 2.664 G_L1: 3.849 D_real: 0.125 D_fake: 0.308 +(epoch: 68, iters: 59928, time: 0.292, data: 0.016) G_GAN: 5.583 G_L1: 6.182 D_real: 0.288 D_fake: 0.052 +(epoch: 69, iters: 12, time: 0.296, data: 0.017) G_GAN: 3.376 G_L1: 4.737 D_real: 0.009 D_fake: 0.080 +(epoch: 69, iters: 112, time: 0.602, data: 0.018) G_GAN: 4.325 G_L1: 4.729 D_real: 0.038 D_fake: 0.245 +(epoch: 69, iters: 212, time: 0.304, data: 0.019) G_GAN: 6.944 G_L1: 9.346 D_real: 0.036 D_fake: 0.132 +(epoch: 69, iters: 312, time: 0.303, data: 0.020) G_GAN: 2.631 G_L1: 5.264 D_real: 0.068 D_fake: 0.161 +(epoch: 69, iters: 412, time: 0.305, data: 0.022) G_GAN: 2.933 G_L1: 3.929 D_real: 0.014 D_fake: 0.103 +(epoch: 69, iters: 512, time: 0.395, data: 0.022) G_GAN: 3.150 G_L1: 6.803 D_real: 0.000 D_fake: 0.196 +(epoch: 69, iters: 612, time: 0.294, data: 0.019) G_GAN: 3.324 G_L1: 4.331 D_real: 0.007 D_fake: 0.141 +(epoch: 69, iters: 712, time: 0.302, data: 0.018) G_GAN: 3.912 G_L1: 7.400 D_real: 0.000 D_fake: 0.107 +(epoch: 69, iters: 812, time: 0.302, data: 0.020) G_GAN: 2.450 G_L1: 3.669 D_real: 0.000 D_fake: 0.334 +(epoch: 69, iters: 912, time: 0.608, data: 0.020) G_GAN: 3.386 G_L1: 5.759 D_real: 0.001 D_fake: 0.109 +(epoch: 69, iters: 1012, time: 0.295, data: 0.019) G_GAN: 3.305 G_L1: 4.303 D_real: 0.001 D_fake: 0.156 +(epoch: 69, iters: 1112, time: 0.302, data: 0.019) G_GAN: 1.904 G_L1: 5.127 D_real: 0.001 D_fake: 0.572 +(epoch: 69, iters: 1212, time: 0.293, data: 0.019) G_GAN: 1.991 G_L1: 6.387 D_real: 0.000 D_fake: 0.398 +(epoch: 69, iters: 1312, time: 0.385, data: 0.019) G_GAN: 2.989 G_L1: 4.725 D_real: 0.000 D_fake: 0.111 +(epoch: 69, iters: 1412, time: 0.295, data: 0.020) G_GAN: 1.756 G_L1: 3.361 D_real: 0.009 D_fake: 0.633 +(epoch: 69, iters: 1512, time: 0.299, data: 0.019) G_GAN: 4.410 G_L1: 3.777 D_real: 0.285 D_fake: 0.097 +(epoch: 69, iters: 1612, time: 0.290, data: 0.021) G_GAN: 2.837 G_L1: 5.931 D_real: 0.367 D_fake: 0.148 +(epoch: 69, iters: 1712, time: 0.425, data: 0.018) G_GAN: 2.458 G_L1: 5.544 D_real: 0.000 D_fake: 0.280 +(epoch: 69, iters: 1812, time: 0.272, data: 0.019) G_GAN: 4.010 G_L1: 4.168 D_real: 0.000 D_fake: 0.092 +(epoch: 69, iters: 1912, time: 0.300, data: 0.019) G_GAN: 3.274 G_L1: 3.984 D_real: 0.194 D_fake: 0.205 +(epoch: 69, iters: 2012, time: 0.289, data: 0.019) G_GAN: 3.133 G_L1: 4.997 D_real: 0.189 D_fake: 0.091 +(epoch: 69, iters: 2112, time: 0.396, data: 0.019) G_GAN: 2.975 G_L1: 3.700 D_real: 0.021 D_fake: 0.122 +(epoch: 69, iters: 2212, time: 0.306, data: 0.019) G_GAN: 3.172 G_L1: 4.221 D_real: 0.004 D_fake: 0.190 +(epoch: 69, iters: 2312, time: 0.301, data: 0.039) G_GAN: 2.437 G_L1: 4.433 D_real: 0.000 D_fake: 0.428 +(epoch: 69, iters: 2412, time: 0.290, data: 0.020) G_GAN: 2.198 G_L1: 4.857 D_real: 0.001 D_fake: 0.223 +(epoch: 69, iters: 2512, time: 0.421, data: 0.020) G_GAN: 3.898 G_L1: 5.021 D_real: 0.003 D_fake: 0.050 +(epoch: 69, iters: 2612, time: 0.303, data: 0.018) G_GAN: 5.156 G_L1: 6.688 D_real: 0.093 D_fake: 0.335 +(epoch: 69, iters: 2712, time: 0.298, data: 0.022) G_GAN: 5.590 G_L1: 3.452 D_real: 0.105 D_fake: 0.019 +(epoch: 69, iters: 2812, time: 0.302, data: 0.019) G_GAN: 4.648 G_L1: 7.981 D_real: 0.052 D_fake: 0.420 +(epoch: 69, iters: 2912, time: 0.550, data: 0.021) G_GAN: 5.526 G_L1: 4.094 D_real: 0.061 D_fake: 0.054 +(epoch: 69, iters: 3012, time: 0.297, data: 0.019) G_GAN: 3.169 G_L1: 2.682 D_real: 0.000 D_fake: 0.216 +(epoch: 69, iters: 3112, time: 0.301, data: 0.018) G_GAN: 4.168 G_L1: 4.006 D_real: 0.009 D_fake: 0.476 +(epoch: 69, iters: 3212, time: 0.294, data: 0.019) G_GAN: 2.726 G_L1: 4.082 D_real: 0.032 D_fake: 0.166 +(epoch: 69, iters: 3312, time: 0.419, data: 0.018) G_GAN: 5.041 G_L1: 7.772 D_real: 0.048 D_fake: 0.159 +(epoch: 69, iters: 3412, time: 0.296, data: 0.018) G_GAN: 4.490 G_L1: 5.105 D_real: 0.465 D_fake: 0.017 +(epoch: 69, iters: 3512, time: 0.287, data: 0.018) G_GAN: 3.262 G_L1: 4.238 D_real: 0.003 D_fake: 0.132 +(epoch: 69, iters: 3612, time: 0.304, data: 0.016) G_GAN: 2.779 G_L1: 4.057 D_real: 0.003 D_fake: 0.317 +(epoch: 69, iters: 3712, time: 0.408, data: 0.019) G_GAN: 3.669 G_L1: 3.585 D_real: 0.003 D_fake: 0.286 +(epoch: 69, iters: 3812, time: 0.303, data: 0.018) G_GAN: 2.357 G_L1: 5.458 D_real: 0.000 D_fake: 0.362 +(epoch: 69, iters: 3912, time: 0.298, data: 0.018) G_GAN: 2.770 G_L1: 4.407 D_real: 0.000 D_fake: 0.106 +(epoch: 69, iters: 4012, time: 0.297, data: 0.020) G_GAN: 2.612 G_L1: 4.211 D_real: 0.015 D_fake: 0.124 +(epoch: 69, iters: 4112, time: 0.413, data: 0.019) G_GAN: 2.972 G_L1: 3.441 D_real: 0.004 D_fake: 0.729 +(epoch: 69, iters: 4212, time: 0.289, data: 0.017) G_GAN: 2.939 G_L1: 5.751 D_real: 0.046 D_fake: 0.228 +(epoch: 69, iters: 4312, time: 0.290, data: 0.017) G_GAN: 2.674 G_L1: 4.550 D_real: 0.002 D_fake: 0.256 +(epoch: 69, iters: 4412, time: 0.290, data: 0.016) G_GAN: 3.487 G_L1: 4.674 D_real: 0.002 D_fake: 0.073 +(epoch: 69, iters: 4512, time: 0.393, data: 0.017) G_GAN: 2.955 G_L1: 3.781 D_real: 0.001 D_fake: 0.213 +(epoch: 69, iters: 4612, time: 0.298, data: 0.018) G_GAN: 2.409 G_L1: 6.060 D_real: 0.000 D_fake: 0.383 +(epoch: 69, iters: 4712, time: 0.298, data: 0.020) G_GAN: 3.789 G_L1: 7.328 D_real: 0.001 D_fake: 0.318 +(epoch: 69, iters: 4812, time: 0.292, data: 0.019) G_GAN: 4.316 G_L1: 5.433 D_real: 0.001 D_fake: 0.045 +(epoch: 69, iters: 4912, time: 0.595, data: 0.017) G_GAN: 3.881 G_L1: 4.983 D_real: 0.001 D_fake: 0.110 +(epoch: 69, iters: 5012, time: 0.294, data: 0.016) G_GAN: 3.245 G_L1: 3.295 D_real: 0.049 D_fake: 0.163 +(epoch: 69, iters: 5112, time: 0.299, data: 0.018) G_GAN: 4.967 G_L1: 4.242 D_real: 0.027 D_fake: 0.037 +(epoch: 69, iters: 5212, time: 0.295, data: 0.019) G_GAN: 5.547 G_L1: 7.031 D_real: 0.044 D_fake: 0.028 +(epoch: 69, iters: 5312, time: 0.386, data: 0.019) G_GAN: 3.548 G_L1: 4.903 D_real: 0.007 D_fake: 0.220 +(epoch: 69, iters: 5412, time: 0.300, data: 0.017) G_GAN: 3.043 G_L1: 4.041 D_real: 0.000 D_fake: 0.784 +(epoch: 69, iters: 5512, time: 0.300, data: 0.018) G_GAN: 4.182 G_L1: 4.720 D_real: 0.007 D_fake: 0.098 +(epoch: 69, iters: 5612, time: 0.301, data: 0.018) G_GAN: 2.326 G_L1: 3.907 D_real: 0.029 D_fake: 0.279 +(epoch: 69, iters: 5712, time: 0.424, data: 0.019) G_GAN: 3.073 G_L1: 5.257 D_real: 0.000 D_fake: 0.100 +(epoch: 69, iters: 5812, time: 0.285, data: 0.019) G_GAN: 3.541 G_L1: 4.988 D_real: 0.030 D_fake: 0.675 +(epoch: 69, iters: 5912, time: 0.306, data: 0.019) G_GAN: 1.963 G_L1: 7.196 D_real: 0.000 D_fake: 0.244 +(epoch: 69, iters: 6012, time: 0.300, data: 0.019) G_GAN: 2.695 G_L1: 5.063 D_real: 0.002 D_fake: 0.355 +(epoch: 69, iters: 6112, time: 0.396, data: 0.018) G_GAN: 4.334 G_L1: 4.794 D_real: 0.003 D_fake: 0.096 +(epoch: 69, iters: 6212, time: 0.307, data: 0.018) G_GAN: 3.365 G_L1: 4.415 D_real: 0.004 D_fake: 0.084 +(epoch: 69, iters: 6312, time: 0.296, data: 0.019) G_GAN: 2.648 G_L1: 4.392 D_real: 0.000 D_fake: 0.373 +(epoch: 69, iters: 6412, time: 0.298, data: 0.019) G_GAN: 2.504 G_L1: 4.835 D_real: 0.000 D_fake: 0.263 +(epoch: 69, iters: 6512, time: 0.403, data: 0.018) G_GAN: 2.233 G_L1: 4.262 D_real: 0.001 D_fake: 0.233 +(epoch: 69, iters: 6612, time: 0.302, data: 0.020) G_GAN: 3.358 G_L1: 6.591 D_real: 0.001 D_fake: 0.109 +(epoch: 69, iters: 6712, time: 0.302, data: 0.018) G_GAN: 2.112 G_L1: 4.043 D_real: 0.000 D_fake: 0.191 +(epoch: 69, iters: 6812, time: 0.303, data: 0.019) G_GAN: 2.705 G_L1: 4.333 D_real: 0.000 D_fake: 0.146 +(epoch: 69, iters: 6912, time: 0.564, data: 0.019) G_GAN: 5.031 G_L1: 3.915 D_real: 0.034 D_fake: 0.021 +(epoch: 69, iters: 7012, time: 0.302, data: 0.016) G_GAN: 3.713 G_L1: 5.409 D_real: 0.044 D_fake: 0.151 +(epoch: 69, iters: 7112, time: 0.295, data: 0.018) G_GAN: 2.879 G_L1: 4.299 D_real: 0.099 D_fake: 0.051 +(epoch: 69, iters: 7212, time: 0.297, data: 0.019) G_GAN: 3.804 G_L1: 5.223 D_real: 0.000 D_fake: 0.121 +(epoch: 69, iters: 7312, time: 0.368, data: 0.018) G_GAN: 4.609 G_L1: 4.438 D_real: 0.044 D_fake: 0.128 +(epoch: 69, iters: 7412, time: 0.302, data: 0.016) G_GAN: 3.161 G_L1: 4.172 D_real: 0.043 D_fake: 0.116 +(epoch: 69, iters: 7512, time: 0.287, data: 0.019) G_GAN: 3.997 G_L1: 5.439 D_real: 0.029 D_fake: 0.053 +(epoch: 69, iters: 7612, time: 0.297, data: 0.017) G_GAN: 4.390 G_L1: 5.224 D_real: 0.005 D_fake: 0.187 +(epoch: 69, iters: 7712, time: 0.409, data: 0.018) G_GAN: 5.432 G_L1: 3.683 D_real: 0.007 D_fake: 0.010 +(epoch: 69, iters: 7812, time: 0.296, data: 0.019) G_GAN: 5.410 G_L1: 3.608 D_real: 0.032 D_fake: 0.033 +(epoch: 69, iters: 7912, time: 0.300, data: 0.019) G_GAN: 4.282 G_L1: 4.897 D_real: 0.013 D_fake: 0.089 +(epoch: 69, iters: 8012, time: 0.295, data: 0.018) G_GAN: 3.672 G_L1: 6.669 D_real: 0.007 D_fake: 0.127 +(epoch: 69, iters: 8112, time: 0.419, data: 0.020) G_GAN: 4.999 G_L1: 6.354 D_real: 0.003 D_fake: 0.093 +(epoch: 69, iters: 8212, time: 0.296, data: 0.019) G_GAN: 5.163 G_L1: 9.144 D_real: 0.001 D_fake: 0.090 +(epoch: 69, iters: 8312, time: 0.301, data: 0.019) G_GAN: 5.006 G_L1: 3.476 D_real: 0.027 D_fake: 0.043 +(epoch: 69, iters: 8412, time: 0.303, data: 0.018) G_GAN: 3.838 G_L1: 8.890 D_real: 0.003 D_fake: 0.182 +(epoch: 69, iters: 8512, time: 0.417, data: 0.018) G_GAN: 3.256 G_L1: 3.798 D_real: 0.007 D_fake: 0.114 +(epoch: 69, iters: 8612, time: 0.294, data: 0.020) G_GAN: 3.441 G_L1: 3.274 D_real: 0.001 D_fake: 0.201 +(epoch: 69, iters: 8712, time: 0.303, data: 0.019) G_GAN: 4.734 G_L1: 7.485 D_real: 0.004 D_fake: 0.037 +(epoch: 69, iters: 8812, time: 0.296, data: 0.018) G_GAN: 3.802 G_L1: 7.323 D_real: 0.001 D_fake: 0.137 +(epoch: 69, iters: 8912, time: 0.623, data: 0.018) G_GAN: 3.931 G_L1: 5.197 D_real: 0.001 D_fake: 0.105 +(epoch: 69, iters: 9012, time: 0.303, data: 0.019) G_GAN: 3.387 G_L1: 4.870 D_real: 0.001 D_fake: 0.081 +(epoch: 69, iters: 9112, time: 0.299, data: 0.018) G_GAN: 2.903 G_L1: 5.011 D_real: 0.002 D_fake: 0.096 +(epoch: 69, iters: 9212, time: 0.301, data: 0.019) G_GAN: 3.427 G_L1: 9.191 D_real: 0.012 D_fake: 0.048 +(epoch: 69, iters: 9312, time: 0.389, data: 0.019) G_GAN: 2.167 G_L1: 3.945 D_real: 0.001 D_fake: 0.093 +(epoch: 69, iters: 9412, time: 0.298, data: 0.017) G_GAN: 2.631 G_L1: 3.276 D_real: 0.001 D_fake: 0.157 +(epoch: 69, iters: 9512, time: 0.300, data: 0.017) G_GAN: 2.566 G_L1: 4.355 D_real: 0.000 D_fake: 0.242 +(epoch: 69, iters: 9612, time: 0.303, data: 0.019) G_GAN: 2.415 G_L1: 4.002 D_real: 0.034 D_fake: 0.508 +(epoch: 69, iters: 9712, time: 0.390, data: 0.019) G_GAN: 3.079 G_L1: 3.778 D_real: 0.056 D_fake: 0.303 +(epoch: 69, iters: 9812, time: 0.288, data: 0.020) G_GAN: 4.508 G_L1: 5.513 D_real: 0.127 D_fake: 0.030 +(epoch: 69, iters: 9912, time: 0.294, data: 0.018) G_GAN: 4.523 G_L1: 4.519 D_real: 0.001 D_fake: 0.102 +(epoch: 69, iters: 10012, time: 0.300, data: 0.019) G_GAN: 4.095 G_L1: 4.995 D_real: 0.091 D_fake: 0.247 +(epoch: 69, iters: 10112, time: 0.409, data: 0.018) G_GAN: 3.872 G_L1: 4.523 D_real: 0.014 D_fake: 0.071 +(epoch: 69, iters: 10212, time: 0.299, data: 0.018) G_GAN: 6.175 G_L1: 7.332 D_real: 0.024 D_fake: 0.040 +(epoch: 69, iters: 10312, time: 0.292, data: 0.018) G_GAN: 3.978 G_L1: 5.844 D_real: 0.005 D_fake: 0.262 +(epoch: 69, iters: 10412, time: 0.303, data: 0.018) G_GAN: 4.669 G_L1: 5.194 D_real: 0.002 D_fake: 0.027 +(epoch: 69, iters: 10512, time: 0.419, data: 0.019) G_GAN: 3.639 G_L1: 4.725 D_real: 0.003 D_fake: 0.025 +(epoch: 69, iters: 10612, time: 0.280, data: 0.018) G_GAN: 3.031 G_L1: 7.249 D_real: 0.002 D_fake: 0.494 +(epoch: 69, iters: 10712, time: 0.275, data: 0.019) G_GAN: 5.419 G_L1: 4.684 D_real: 0.171 D_fake: 0.014 +(epoch: 69, iters: 10812, time: 0.302, data: 0.019) G_GAN: 4.414 G_L1: 5.801 D_real: 0.009 D_fake: 0.206 +(epoch: 69, iters: 10912, time: 0.603, data: 0.020) G_GAN: 4.259 G_L1: 4.374 D_real: 0.351 D_fake: 0.057 +(epoch: 69, iters: 11012, time: 0.301, data: 0.018) G_GAN: 4.077 G_L1: 3.934 D_real: 0.424 D_fake: 0.148 +(epoch: 69, iters: 11112, time: 0.294, data: 0.018) G_GAN: 4.876 G_L1: 9.908 D_real: 0.188 D_fake: 0.053 +(epoch: 69, iters: 11212, time: 0.298, data: 0.018) G_GAN: 6.376 G_L1: 4.648 D_real: 0.003 D_fake: 0.007 +(epoch: 69, iters: 11312, time: 0.396, data: 0.018) G_GAN: 4.234 G_L1: 4.491 D_real: 0.415 D_fake: 0.017 +(epoch: 69, iters: 11412, time: 0.298, data: 0.016) G_GAN: 4.252 G_L1: 4.249 D_real: 0.172 D_fake: 0.033 +(epoch: 69, iters: 11512, time: 0.285, data: 0.018) G_GAN: 5.636 G_L1: 3.705 D_real: 0.022 D_fake: 0.044 +(epoch: 69, iters: 11612, time: 0.296, data: 0.018) G_GAN: 4.789 G_L1: 3.799 D_real: 0.297 D_fake: 0.045 +(epoch: 69, iters: 11712, time: 0.419, data: 0.020) G_GAN: 7.078 G_L1: 4.389 D_real: 0.079 D_fake: 0.042 +(epoch: 69, iters: 11812, time: 0.288, data: 0.019) G_GAN: 7.860 G_L1: 4.559 D_real: 0.001 D_fake: 0.012 +(epoch: 69, iters: 11912, time: 0.298, data: 0.019) G_GAN: 8.460 G_L1: 7.331 D_real: 0.470 D_fake: 0.048 +(epoch: 69, iters: 12012, time: 0.298, data: 0.017) G_GAN: 5.465 G_L1: 3.352 D_real: 0.042 D_fake: 0.022 +(epoch: 69, iters: 12112, time: 0.416, data: 0.021) G_GAN: 5.255 G_L1: 7.478 D_real: 0.129 D_fake: 0.084 +(epoch: 69, iters: 12212, time: 0.304, data: 0.018) G_GAN: 5.711 G_L1: 3.813 D_real: 0.117 D_fake: 0.008 +(epoch: 69, iters: 12312, time: 0.284, data: 0.018) G_GAN: 6.636 G_L1: 5.090 D_real: 0.015 D_fake: 0.004 +(epoch: 69, iters: 12412, time: 0.280, data: 0.017) G_GAN: 4.203 G_L1: 4.282 D_real: 0.036 D_fake: 0.061 +(epoch: 69, iters: 12512, time: 0.402, data: 0.023) G_GAN: 6.867 G_L1: 3.502 D_real: 0.056 D_fake: 0.004 +(epoch: 69, iters: 12612, time: 0.297, data: 0.019) G_GAN: 5.813 G_L1: 5.400 D_real: 0.021 D_fake: 0.018 +(epoch: 69, iters: 12712, time: 0.299, data: 0.020) G_GAN: 5.254 G_L1: 3.095 D_real: 0.011 D_fake: 0.035 +(epoch: 69, iters: 12812, time: 0.290, data: 0.019) G_GAN: 5.393 G_L1: 3.914 D_real: 0.065 D_fake: 0.016 +(epoch: 69, iters: 12912, time: 0.607, data: 0.018) G_GAN: 3.861 G_L1: 3.861 D_real: 0.398 D_fake: 0.038 +(epoch: 69, iters: 13012, time: 0.293, data: 0.018) G_GAN: 7.443 G_L1: 4.255 D_real: 0.027 D_fake: 0.003 +(epoch: 69, iters: 13112, time: 0.299, data: 0.019) G_GAN: 4.854 G_L1: 3.745 D_real: 0.033 D_fake: 0.220 +(epoch: 69, iters: 13212, time: 0.298, data: 0.021) G_GAN: 4.412 G_L1: 4.130 D_real: 0.044 D_fake: 0.056 +(epoch: 69, iters: 13312, time: 0.425, data: 0.018) G_GAN: 6.343 G_L1: 6.075 D_real: 0.029 D_fake: 0.032 +(epoch: 69, iters: 13412, time: 0.291, data: 0.016) G_GAN: 6.106 G_L1: 4.049 D_real: 0.010 D_fake: 0.022 +(epoch: 69, iters: 13512, time: 0.296, data: 0.017) G_GAN: 3.324 G_L1: 2.752 D_real: 0.061 D_fake: 0.246 +(epoch: 69, iters: 13612, time: 0.300, data: 0.021) G_GAN: 5.292 G_L1: 4.128 D_real: 0.041 D_fake: 0.016 +(epoch: 69, iters: 13712, time: 0.421, data: 0.019) G_GAN: 4.682 G_L1: 5.209 D_real: 0.218 D_fake: 0.034 +(epoch: 69, iters: 13812, time: 0.302, data: 0.018) G_GAN: 3.949 G_L1: 5.225 D_real: 0.001 D_fake: 0.163 +(epoch: 69, iters: 13912, time: 0.283, data: 0.018) G_GAN: 4.846 G_L1: 6.144 D_real: 0.000 D_fake: 0.147 +(epoch: 69, iters: 14012, time: 0.297, data: 0.018) G_GAN: 4.013 G_L1: 3.635 D_real: 0.123 D_fake: 0.141 +(epoch: 69, iters: 14112, time: 0.415, data: 0.019) G_GAN: 4.141 G_L1: 6.453 D_real: 0.064 D_fake: 0.052 +(epoch: 69, iters: 14212, time: 0.258, data: 0.018) G_GAN: 4.766 G_L1: 4.561 D_real: 0.004 D_fake: 0.068 +(epoch: 69, iters: 14312, time: 0.291, data: 0.018) G_GAN: 5.702 G_L1: 5.249 D_real: 0.059 D_fake: 0.183 +(epoch: 69, iters: 14412, time: 0.302, data: 0.018) G_GAN: 4.926 G_L1: 4.674 D_real: 0.043 D_fake: 0.014 +(epoch: 69, iters: 14512, time: 0.405, data: 0.018) G_GAN: 2.358 G_L1: 4.843 D_real: 0.024 D_fake: 0.142 +(epoch: 69, iters: 14612, time: 0.293, data: 0.017) G_GAN: 4.911 G_L1: 4.578 D_real: 0.020 D_fake: 0.316 +(epoch: 69, iters: 14712, time: 0.296, data: 0.017) G_GAN: 2.994 G_L1: 3.257 D_real: 0.009 D_fake: 0.177 +(epoch: 69, iters: 14812, time: 0.275, data: 0.018) G_GAN: 3.392 G_L1: 4.262 D_real: 0.017 D_fake: 0.214 +(epoch: 69, iters: 14912, time: 0.635, data: 0.017) G_GAN: 5.468 G_L1: 4.686 D_real: 0.004 D_fake: 0.039 +(epoch: 69, iters: 15012, time: 0.287, data: 0.016) G_GAN: 3.690 G_L1: 3.526 D_real: 0.000 D_fake: 0.255 +(epoch: 69, iters: 15112, time: 0.298, data: 0.018) G_GAN: 4.698 G_L1: 5.536 D_real: 0.001 D_fake: 0.068 +(epoch: 69, iters: 15212, time: 0.295, data: 0.019) G_GAN: 5.411 G_L1: 3.895 D_real: 0.020 D_fake: 0.029 +(epoch: 69, iters: 15312, time: 0.399, data: 0.017) G_GAN: 6.172 G_L1: 4.744 D_real: 0.175 D_fake: 0.030 +(epoch: 69, iters: 15412, time: 0.300, data: 0.017) G_GAN: 4.086 G_L1: 5.176 D_real: 0.347 D_fake: 0.123 +(epoch: 69, iters: 15512, time: 0.290, data: 0.020) G_GAN: 7.360 G_L1: 4.431 D_real: 0.053 D_fake: 0.010 +(epoch: 69, iters: 15612, time: 0.300, data: 0.018) G_GAN: 8.297 G_L1: 4.698 D_real: 0.001 D_fake: 0.002 +(epoch: 69, iters: 15712, time: 0.415, data: 0.018) G_GAN: 3.120 G_L1: 3.928 D_real: 0.001 D_fake: 0.233 +(epoch: 69, iters: 15812, time: 0.295, data: 0.020) G_GAN: 7.186 G_L1: 3.405 D_real: 0.017 D_fake: 0.012 +(epoch: 69, iters: 15912, time: 0.297, data: 0.023) G_GAN: 4.756 G_L1: 3.614 D_real: 0.011 D_fake: 0.041 +(epoch: 69, iters: 16012, time: 0.288, data: 0.019) G_GAN: 4.643 G_L1: 6.136 D_real: 0.002 D_fake: 0.114 +(epoch: 69, iters: 16112, time: 0.380, data: 0.017) G_GAN: 2.958 G_L1: 3.906 D_real: 0.051 D_fake: 0.138 +(epoch: 69, iters: 16212, time: 0.286, data: 0.016) G_GAN: 4.359 G_L1: 4.354 D_real: 0.022 D_fake: 0.070 +(epoch: 69, iters: 16312, time: 0.292, data: 0.017) G_GAN: 3.474 G_L1: 5.906 D_real: 0.005 D_fake: 0.765 +(epoch: 69, iters: 16412, time: 0.289, data: 0.019) G_GAN: 4.004 G_L1: 6.531 D_real: 0.021 D_fake: 0.131 +(epoch: 69, iters: 16512, time: 0.394, data: 0.018) G_GAN: 4.764 G_L1: 6.717 D_real: 0.001 D_fake: 0.093 +(epoch: 69, iters: 16612, time: 0.301, data: 0.018) G_GAN: 4.885 G_L1: 5.763 D_real: 0.007 D_fake: 0.039 +(epoch: 69, iters: 16712, time: 0.306, data: 0.018) G_GAN: 4.596 G_L1: 9.606 D_real: 0.000 D_fake: 0.145 +(epoch: 69, iters: 16812, time: 0.288, data: 0.018) G_GAN: 2.702 G_L1: 4.544 D_real: 0.015 D_fake: 0.083 +(epoch: 69, iters: 16912, time: 0.573, data: 0.019) G_GAN: 5.796 G_L1: 4.184 D_real: 0.010 D_fake: 0.028 +(epoch: 69, iters: 17012, time: 0.284, data: 0.016) G_GAN: 5.376 G_L1: 4.440 D_real: 0.002 D_fake: 0.041 +(epoch: 69, iters: 17112, time: 0.292, data: 0.019) G_GAN: 8.303 G_L1: 8.404 D_real: 0.005 D_fake: 0.081 +(epoch: 69, iters: 17212, time: 0.297, data: 0.019) G_GAN: 4.712 G_L1: 4.759 D_real: 0.009 D_fake: 0.039 +(epoch: 69, iters: 17312, time: 0.390, data: 0.018) G_GAN: 4.824 G_L1: 6.400 D_real: 0.023 D_fake: 0.078 +(epoch: 69, iters: 17412, time: 0.302, data: 0.017) G_GAN: 6.144 G_L1: 5.520 D_real: 0.001 D_fake: 0.014 +(epoch: 69, iters: 17512, time: 0.302, data: 0.023) G_GAN: 4.610 G_L1: 3.585 D_real: 0.188 D_fake: 0.059 +(epoch: 69, iters: 17612, time: 0.303, data: 0.018) G_GAN: 3.741 G_L1: 2.866 D_real: 0.039 D_fake: 0.231 +(epoch: 69, iters: 17712, time: 0.406, data: 0.021) G_GAN: 4.818 G_L1: 4.007 D_real: 0.001 D_fake: 0.101 +(epoch: 69, iters: 17812, time: 0.291, data: 0.020) G_GAN: 5.522 G_L1: 8.563 D_real: 0.003 D_fake: 0.056 +(epoch: 69, iters: 17912, time: 0.295, data: 0.017) G_GAN: 5.188 G_L1: 4.260 D_real: 0.009 D_fake: 0.060 +(epoch: 69, iters: 18012, time: 0.300, data: 0.020) G_GAN: 4.169 G_L1: 4.104 D_real: 0.113 D_fake: 0.031 +(epoch: 69, iters: 18112, time: 0.405, data: 0.020) G_GAN: 5.650 G_L1: 5.217 D_real: 0.011 D_fake: 0.059 +(epoch: 69, iters: 18212, time: 0.265, data: 0.017) G_GAN: 5.007 G_L1: 4.426 D_real: 0.184 D_fake: 0.025 +(epoch: 69, iters: 18312, time: 0.281, data: 0.016) G_GAN: 3.145 G_L1: 6.330 D_real: 0.009 D_fake: 0.410 +(epoch: 69, iters: 18412, time: 0.292, data: 0.017) G_GAN: 6.623 G_L1: 4.448 D_real: 0.067 D_fake: 0.019 +(epoch: 69, iters: 18512, time: 0.418, data: 0.019) G_GAN: 4.208 G_L1: 4.894 D_real: 0.308 D_fake: 0.040 +(epoch: 69, iters: 18612, time: 0.285, data: 0.019) G_GAN: 2.895 G_L1: 4.454 D_real: 0.047 D_fake: 0.094 +(epoch: 69, iters: 18712, time: 0.305, data: 0.018) G_GAN: 5.340 G_L1: 4.020 D_real: 0.193 D_fake: 0.032 +(epoch: 69, iters: 18812, time: 0.300, data: 0.020) G_GAN: 5.409 G_L1: 4.472 D_real: 0.016 D_fake: 0.021 +(epoch: 69, iters: 18912, time: 0.600, data: 0.018) G_GAN: 2.797 G_L1: 4.295 D_real: 0.006 D_fake: 0.217 +(epoch: 69, iters: 19012, time: 0.296, data: 0.019) G_GAN: 3.390 G_L1: 6.554 D_real: 0.089 D_fake: 0.168 +(epoch: 69, iters: 19112, time: 0.294, data: 0.018) G_GAN: 5.197 G_L1: 4.296 D_real: 0.000 D_fake: 0.017 +(epoch: 69, iters: 19212, time: 0.292, data: 0.019) G_GAN: 3.441 G_L1: 3.957 D_real: 0.001 D_fake: 0.107 +(epoch: 69, iters: 19312, time: 0.392, data: 0.021) G_GAN: 6.890 G_L1: 6.853 D_real: 0.001 D_fake: 0.379 +(epoch: 69, iters: 19412, time: 0.305, data: 0.018) G_GAN: 6.585 G_L1: 5.145 D_real: 0.000 D_fake: 0.011 +(epoch: 69, iters: 19512, time: 0.298, data: 0.017) G_GAN: 3.511 G_L1: 3.294 D_real: 0.001 D_fake: 0.155 +(epoch: 69, iters: 19612, time: 0.295, data: 0.020) G_GAN: 4.466 G_L1: 8.956 D_real: 0.000 D_fake: 0.499 +(epoch: 69, iters: 19712, time: 0.417, data: 0.019) G_GAN: 3.094 G_L1: 3.793 D_real: 0.008 D_fake: 0.200 +(epoch: 69, iters: 19812, time: 0.295, data: 0.018) G_GAN: 3.830 G_L1: 4.218 D_real: 0.113 D_fake: 0.085 +(epoch: 69, iters: 19912, time: 0.292, data: 0.018) G_GAN: 5.651 G_L1: 4.565 D_real: 0.015 D_fake: 0.083 +(epoch: 69, iters: 20012, time: 0.290, data: 0.019) G_GAN: 7.357 G_L1: 3.708 D_real: 0.035 D_fake: 0.026 +(epoch: 69, iters: 20112, time: 0.367, data: 0.019) G_GAN: 6.257 G_L1: 5.599 D_real: 0.754 D_fake: 0.005 +(epoch: 69, iters: 20212, time: 0.300, data: 0.016) G_GAN: 5.333 G_L1: 5.264 D_real: 0.021 D_fake: 0.068 +(epoch: 69, iters: 20312, time: 0.290, data: 0.020) G_GAN: 7.416 G_L1: 3.345 D_real: 0.003 D_fake: 0.013 +(epoch: 69, iters: 20412, time: 0.295, data: 0.019) G_GAN: 5.180 G_L1: 3.868 D_real: 0.187 D_fake: 0.034 +(epoch: 69, iters: 20512, time: 0.401, data: 0.019) G_GAN: 4.872 G_L1: 5.671 D_real: 0.190 D_fake: 0.016 +(epoch: 69, iters: 20612, time: 0.290, data: 0.017) G_GAN: 6.414 G_L1: 4.711 D_real: 0.001 D_fake: 0.239 +(epoch: 69, iters: 20712, time: 0.303, data: 0.017) G_GAN: 6.624 G_L1: 6.671 D_real: 0.007 D_fake: 0.004 +(epoch: 69, iters: 20812, time: 0.307, data: 0.018) G_GAN: 6.178 G_L1: 5.452 D_real: 0.040 D_fake: 0.037 +(epoch: 69, iters: 20912, time: 0.601, data: 0.018) G_GAN: 6.226 G_L1: 3.758 D_real: 0.062 D_fake: 0.013 +(epoch: 69, iters: 21012, time: 0.296, data: 0.019) G_GAN: 5.361 G_L1: 8.309 D_real: 0.080 D_fake: 0.058 +(epoch: 69, iters: 21112, time: 0.296, data: 0.018) G_GAN: 7.341 G_L1: 3.906 D_real: 0.028 D_fake: 0.008 +(epoch: 69, iters: 21212, time: 0.291, data: 0.019) G_GAN: 7.092 G_L1: 4.655 D_real: 0.002 D_fake: 0.006 +(epoch: 69, iters: 21312, time: 0.414, data: 0.017) G_GAN: 5.934 G_L1: 9.659 D_real: 0.038 D_fake: 0.031 +(epoch: 69, iters: 21412, time: 0.300, data: 0.017) G_GAN: 7.376 G_L1: 10.990 D_real: 0.006 D_fake: 0.003 +(epoch: 69, iters: 21512, time: 0.288, data: 0.017) G_GAN: 4.958 G_L1: 3.685 D_real: 0.375 D_fake: 0.014 +(epoch: 69, iters: 21612, time: 0.297, data: 0.018) G_GAN: 4.667 G_L1: 2.787 D_real: 0.011 D_fake: 0.041 +(epoch: 69, iters: 21712, time: 0.393, data: 0.017) G_GAN: 5.975 G_L1: 2.692 D_real: 0.002 D_fake: 0.219 +(epoch: 69, iters: 21812, time: 0.295, data: 0.019) G_GAN: 3.862 G_L1: 5.222 D_real: 0.223 D_fake: 0.158 +(epoch: 69, iters: 21912, time: 0.301, data: 0.017) G_GAN: 7.286 G_L1: 6.400 D_real: 0.000 D_fake: 0.021 +(epoch: 69, iters: 22012, time: 0.295, data: 0.020) G_GAN: 6.617 G_L1: 4.349 D_real: 0.004 D_fake: 0.173 +(epoch: 69, iters: 22112, time: 0.403, data: 0.018) G_GAN: 7.284 G_L1: 3.994 D_real: 0.022 D_fake: 0.070 +(epoch: 69, iters: 22212, time: 0.298, data: 0.020) G_GAN: 5.433 G_L1: 3.624 D_real: 0.109 D_fake: 0.102 +(epoch: 69, iters: 22312, time: 0.285, data: 0.016) G_GAN: 6.480 G_L1: 4.594 D_real: 0.031 D_fake: 0.005 +(epoch: 69, iters: 22412, time: 0.289, data: 0.017) G_GAN: 6.816 G_L1: 5.829 D_real: 0.029 D_fake: 0.062 +(epoch: 69, iters: 22512, time: 0.409, data: 0.017) G_GAN: 5.875 G_L1: 5.438 D_real: 0.009 D_fake: 0.010 +(epoch: 69, iters: 22612, time: 0.295, data: 0.018) G_GAN: 6.837 G_L1: 3.463 D_real: 0.898 D_fake: 0.001 +(epoch: 69, iters: 22712, time: 0.293, data: 0.018) G_GAN: 5.318 G_L1: 6.434 D_real: 0.004 D_fake: 0.025 +(epoch: 69, iters: 22812, time: 0.292, data: 0.018) G_GAN: 6.798 G_L1: 5.686 D_real: 0.001 D_fake: 0.005 +(epoch: 69, iters: 22912, time: 0.605, data: 0.018) G_GAN: 8.513 G_L1: 3.520 D_real: 0.004 D_fake: 0.002 +(epoch: 69, iters: 23012, time: 0.293, data: 0.021) G_GAN: 4.779 G_L1: 3.627 D_real: 0.088 D_fake: 0.053 +(epoch: 69, iters: 23112, time: 0.293, data: 0.017) G_GAN: 4.633 G_L1: 3.428 D_real: 0.099 D_fake: 0.047 +(epoch: 69, iters: 23212, time: 0.290, data: 0.018) G_GAN: 3.900 G_L1: 3.592 D_real: 0.007 D_fake: 0.150 +(epoch: 69, iters: 23312, time: 0.425, data: 0.018) G_GAN: 5.935 G_L1: 4.218 D_real: 0.006 D_fake: 0.150 +(epoch: 69, iters: 23412, time: 0.293, data: 0.018) G_GAN: 4.523 G_L1: 4.061 D_real: 0.004 D_fake: 0.180 +(epoch: 69, iters: 23512, time: 0.298, data: 0.018) G_GAN: 6.130 G_L1: 4.732 D_real: 0.004 D_fake: 0.186 +(epoch: 69, iters: 23612, time: 0.300, data: 0.018) G_GAN: 4.705 G_L1: 3.663 D_real: 0.007 D_fake: 0.232 +(epoch: 69, iters: 23712, time: 0.419, data: 0.019) G_GAN: 4.154 G_L1: 4.599 D_real: 0.052 D_fake: 0.161 +(epoch: 69, iters: 23812, time: 0.288, data: 0.019) G_GAN: 5.760 G_L1: 4.519 D_real: 0.001 D_fake: 0.157 +(epoch: 69, iters: 23912, time: 0.302, data: 0.017) G_GAN: 5.455 G_L1: 3.632 D_real: 0.026 D_fake: 0.057 +(epoch: 69, iters: 24012, time: 0.297, data: 0.019) G_GAN: 5.125 G_L1: 3.565 D_real: 0.003 D_fake: 0.062 +(epoch: 69, iters: 24112, time: 0.424, data: 0.019) G_GAN: 3.927 G_L1: 6.223 D_real: 0.067 D_fake: 0.078 +(epoch: 69, iters: 24212, time: 0.300, data: 0.020) G_GAN: 4.538 G_L1: 4.157 D_real: 0.146 D_fake: 0.057 +(epoch: 69, iters: 24312, time: 0.298, data: 0.019) G_GAN: 4.596 G_L1: 4.631 D_real: 0.315 D_fake: 0.230 +(epoch: 69, iters: 24412, time: 0.295, data: 0.020) G_GAN: 5.394 G_L1: 5.441 D_real: 0.002 D_fake: 0.058 +(epoch: 69, iters: 24512, time: 0.418, data: 0.018) G_GAN: 7.519 G_L1: 5.123 D_real: 0.001 D_fake: 0.231 +(epoch: 69, iters: 24612, time: 0.293, data: 0.019) G_GAN: 6.288 G_L1: 4.600 D_real: 0.038 D_fake: 0.029 +(epoch: 69, iters: 24712, time: 0.305, data: 0.019) G_GAN: 7.764 G_L1: 4.473 D_real: 0.009 D_fake: 0.018 +(epoch: 69, iters: 24812, time: 0.305, data: 0.019) G_GAN: 4.813 G_L1: 3.306 D_real: 0.109 D_fake: 0.047 +(epoch: 69, iters: 24912, time: 0.608, data: 0.020) G_GAN: 5.824 G_L1: 5.916 D_real: 0.012 D_fake: 0.022 +(epoch: 69, iters: 25012, time: 0.301, data: 0.018) G_GAN: 5.668 G_L1: 4.070 D_real: 0.001 D_fake: 0.032 +(epoch: 69, iters: 25112, time: 0.294, data: 0.019) G_GAN: 4.657 G_L1: 4.044 D_real: 0.011 D_fake: 0.226 +(epoch: 69, iters: 25212, time: 0.305, data: 0.019) G_GAN: 8.376 G_L1: 4.669 D_real: 0.030 D_fake: 0.006 +(epoch: 69, iters: 25312, time: 0.410, data: 0.020) G_GAN: 5.532 G_L1: 3.489 D_real: 0.042 D_fake: 0.028 +(epoch: 69, iters: 25412, time: 0.287, data: 0.018) G_GAN: 5.689 G_L1: 4.937 D_real: 0.020 D_fake: 0.457 +(epoch: 69, iters: 25512, time: 0.293, data: 0.020) G_GAN: 5.684 G_L1: 4.088 D_real: 0.018 D_fake: 0.053 +(epoch: 69, iters: 25612, time: 0.293, data: 0.019) G_GAN: 6.872 G_L1: 11.413 D_real: 0.018 D_fake: 0.056 +(epoch: 69, iters: 25712, time: 0.410, data: 0.020) G_GAN: 6.443 G_L1: 4.404 D_real: 0.021 D_fake: 0.010 +(epoch: 69, iters: 25812, time: 0.305, data: 0.019) G_GAN: 4.627 G_L1: 3.488 D_real: 0.031 D_fake: 0.117 +(epoch: 69, iters: 25912, time: 0.287, data: 0.019) G_GAN: 6.611 G_L1: 7.188 D_real: 0.201 D_fake: 0.013 +(epoch: 69, iters: 26012, time: 0.304, data: 0.017) G_GAN: 6.179 G_L1: 5.121 D_real: 0.234 D_fake: 0.048 +(epoch: 69, iters: 26112, time: 0.427, data: 0.021) G_GAN: 5.068 G_L1: 6.108 D_real: 0.085 D_fake: 0.030 +(epoch: 69, iters: 26212, time: 0.304, data: 0.018) G_GAN: 6.942 G_L1: 4.870 D_real: 0.115 D_fake: 0.010 +(epoch: 69, iters: 26312, time: 0.306, data: 0.019) G_GAN: 4.409 G_L1: 5.026 D_real: 0.024 D_fake: 0.068 +(epoch: 69, iters: 26412, time: 0.293, data: 0.020) G_GAN: 4.165 G_L1: 4.594 D_real: 0.000 D_fake: 0.137 +(epoch: 69, iters: 26512, time: 0.397, data: 0.019) G_GAN: 4.702 G_L1: 3.950 D_real: 0.042 D_fake: 0.067 +(epoch: 69, iters: 26612, time: 0.297, data: 0.018) G_GAN: 4.481 G_L1: 3.310 D_real: 0.013 D_fake: 0.115 +(epoch: 69, iters: 26712, time: 0.289, data: 0.019) G_GAN: 4.470 G_L1: 3.673 D_real: 0.129 D_fake: 0.233 +(epoch: 69, iters: 26812, time: 0.300, data: 0.017) G_GAN: 5.248 G_L1: 3.915 D_real: 0.004 D_fake: 0.204 +(epoch: 69, iters: 26912, time: 0.619, data: 0.019) G_GAN: 4.910 G_L1: 6.005 D_real: 0.003 D_fake: 0.044 +(epoch: 69, iters: 27012, time: 0.289, data: 0.018) G_GAN: 5.054 G_L1: 4.824 D_real: 0.140 D_fake: 0.101 +(epoch: 69, iters: 27112, time: 0.304, data: 0.018) G_GAN: 3.242 G_L1: 3.755 D_real: 0.485 D_fake: 0.028 +(epoch: 69, iters: 27212, time: 0.301, data: 0.020) G_GAN: 4.153 G_L1: 3.851 D_real: 0.238 D_fake: 0.031 +(epoch: 69, iters: 27312, time: 0.424, data: 0.020) G_GAN: 3.716 G_L1: 7.253 D_real: 0.161 D_fake: 0.087 +(epoch: 69, iters: 27412, time: 0.296, data: 0.019) G_GAN: 6.587 G_L1: 3.256 D_real: 0.008 D_fake: 0.020 +(epoch: 69, iters: 27512, time: 0.292, data: 0.019) G_GAN: 7.803 G_L1: 4.354 D_real: 0.002 D_fake: 0.027 +(epoch: 69, iters: 27612, time: 0.308, data: 0.019) G_GAN: 4.828 G_L1: 4.351 D_real: 0.137 D_fake: 0.028 +(epoch: 69, iters: 27712, time: 0.393, data: 0.019) G_GAN: 6.309 G_L1: 7.162 D_real: 0.135 D_fake: 0.005 +(epoch: 69, iters: 27812, time: 0.288, data: 0.019) G_GAN: 4.213 G_L1: 3.276 D_real: 0.169 D_fake: 0.031 +(epoch: 69, iters: 27912, time: 0.296, data: 0.017) G_GAN: 5.680 G_L1: 6.327 D_real: 0.006 D_fake: 0.042 +(epoch: 69, iters: 28012, time: 0.298, data: 0.018) G_GAN: 5.975 G_L1: 4.210 D_real: 0.030 D_fake: 0.045 +(epoch: 69, iters: 28112, time: 0.423, data: 0.019) G_GAN: 5.958 G_L1: 6.176 D_real: 0.000 D_fake: 0.010 +(epoch: 69, iters: 28212, time: 0.301, data: 0.019) G_GAN: 7.569 G_L1: 3.707 D_real: 0.037 D_fake: 0.006 +(epoch: 69, iters: 28312, time: 0.299, data: 0.018) G_GAN: 4.622 G_L1: 3.704 D_real: 0.063 D_fake: 0.047 +(epoch: 69, iters: 28412, time: 0.298, data: 0.020) G_GAN: 3.727 G_L1: 3.340 D_real: 0.052 D_fake: 0.144 +(epoch: 69, iters: 28512, time: 0.385, data: 0.021) G_GAN: 5.057 G_L1: 4.048 D_real: 0.008 D_fake: 0.079 +(epoch: 69, iters: 28612, time: 0.301, data: 0.019) G_GAN: 5.367 G_L1: 3.428 D_real: 0.002 D_fake: 0.025 +(epoch: 69, iters: 28712, time: 0.303, data: 0.019) G_GAN: 4.911 G_L1: 4.267 D_real: 0.002 D_fake: 0.047 +(epoch: 69, iters: 28812, time: 0.292, data: 0.023) G_GAN: 5.679 G_L1: 5.752 D_real: 0.008 D_fake: 0.309 +(epoch: 69, iters: 28912, time: 0.608, data: 0.019) G_GAN: 3.831 G_L1: 3.613 D_real: 0.048 D_fake: 0.123 +(epoch: 69, iters: 29012, time: 0.270, data: 0.019) G_GAN: 8.585 G_L1: 5.074 D_real: 0.005 D_fake: 0.007 +(epoch: 69, iters: 29112, time: 0.277, data: 0.016) G_GAN: 5.722 G_L1: 4.670 D_real: 0.002 D_fake: 0.034 +(epoch: 69, iters: 29212, time: 0.305, data: 0.016) G_GAN: 6.335 G_L1: 3.412 D_real: 0.094 D_fake: 0.008 +(epoch: 69, iters: 29312, time: 0.421, data: 0.019) G_GAN: 4.985 G_L1: 5.196 D_real: 0.003 D_fake: 0.066 +(epoch: 69, iters: 29412, time: 0.293, data: 0.018) G_GAN: 9.086 G_L1: 4.505 D_real: 0.005 D_fake: 0.003 +(epoch: 69, iters: 29512, time: 0.287, data: 0.020) G_GAN: 3.447 G_L1: 4.144 D_real: 0.633 D_fake: 0.062 +(epoch: 69, iters: 29612, time: 0.290, data: 0.018) G_GAN: 5.494 G_L1: 3.838 D_real: 0.966 D_fake: 0.028 +(epoch: 69, iters: 29712, time: 0.386, data: 0.019) G_GAN: 3.505 G_L1: 3.561 D_real: 0.011 D_fake: 0.098 +(epoch: 69, iters: 29812, time: 0.261, data: 0.016) G_GAN: 6.264 G_L1: 6.589 D_real: 0.082 D_fake: 0.093 +(epoch: 69, iters: 29912, time: 0.290, data: 0.014) G_GAN: 5.560 G_L1: 4.269 D_real: 0.021 D_fake: 0.023 +(epoch: 69, iters: 30012, time: 0.306, data: 0.017) G_GAN: 4.506 G_L1: 4.700 D_real: 0.077 D_fake: 0.019 +(epoch: 69, iters: 30112, time: 0.386, data: 0.022) G_GAN: 3.890 G_L1: 3.263 D_real: 0.180 D_fake: 0.069 +(epoch: 69, iters: 30212, time: 0.280, data: 0.016) G_GAN: 4.616 G_L1: 3.487 D_real: 0.053 D_fake: 0.060 +(epoch: 69, iters: 30312, time: 0.285, data: 0.016) G_GAN: 4.641 G_L1: 7.714 D_real: 0.054 D_fake: 0.028 +(epoch: 69, iters: 30412, time: 0.292, data: 0.016) G_GAN: 4.645 G_L1: 3.697 D_real: 0.006 D_fake: 0.062 +(epoch: 69, iters: 30512, time: 0.376, data: 0.020) G_GAN: 5.327 G_L1: 5.200 D_real: 0.045 D_fake: 0.059 +(epoch: 69, iters: 30612, time: 0.297, data: 0.017) G_GAN: 5.424 G_L1: 3.743 D_real: 0.201 D_fake: 0.035 +(epoch: 69, iters: 30712, time: 0.295, data: 0.018) G_GAN: 5.370 G_L1: 4.264 D_real: 0.093 D_fake: 0.018 +(epoch: 69, iters: 30812, time: 0.293, data: 0.018) G_GAN: 4.240 G_L1: 3.559 D_real: 0.067 D_fake: 0.129 +(epoch: 69, iters: 30912, time: 0.574, data: 0.018) G_GAN: 4.962 G_L1: 6.272 D_real: 0.045 D_fake: 0.112 +(epoch: 69, iters: 31012, time: 0.284, data: 0.017) G_GAN: 4.183 G_L1: 6.171 D_real: 0.145 D_fake: 0.060 +(epoch: 69, iters: 31112, time: 0.293, data: 0.016) G_GAN: 3.950 G_L1: 4.238 D_real: 0.012 D_fake: 0.135 +(epoch: 69, iters: 31212, time: 0.261, data: 0.019) G_GAN: 3.718 G_L1: 1.851 D_real: 0.237 D_fake: 0.225 +(epoch: 69, iters: 31312, time: 0.404, data: 0.015) G_GAN: 4.533 G_L1: 5.427 D_real: 0.002 D_fake: 0.069 +(epoch: 69, iters: 31412, time: 0.267, data: 0.018) G_GAN: 4.418 G_L1: 4.968 D_real: 0.002 D_fake: 0.079 +(epoch: 69, iters: 31512, time: 0.263, data: 0.016) G_GAN: 4.778 G_L1: 4.999 D_real: 0.206 D_fake: 0.217 +(epoch: 69, iters: 31612, time: 0.289, data: 0.016) G_GAN: 4.565 G_L1: 3.039 D_real: 0.034 D_fake: 0.115 +(epoch: 69, iters: 31712, time: 0.417, data: 0.019) G_GAN: 5.868 G_L1: 3.178 D_real: 0.007 D_fake: 0.360 +(epoch: 69, iters: 31812, time: 0.287, data: 0.019) G_GAN: 5.135 G_L1: 4.463 D_real: 0.019 D_fake: 0.062 +(epoch: 69, iters: 31912, time: 0.262, data: 0.018) G_GAN: 3.829 G_L1: 5.679 D_real: 0.018 D_fake: 0.283 +(epoch: 69, iters: 32012, time: 0.281, data: 0.016) G_GAN: 4.393 G_L1: 5.011 D_real: 0.061 D_fake: 0.032 +(epoch: 69, iters: 32112, time: 0.395, data: 0.016) G_GAN: 5.066 G_L1: 3.267 D_real: 0.023 D_fake: 0.081 +(epoch: 69, iters: 32212, time: 0.290, data: 0.017) G_GAN: 6.533 G_L1: 4.083 D_real: 0.022 D_fake: 0.031 +(epoch: 69, iters: 32312, time: 0.292, data: 0.017) G_GAN: 4.908 G_L1: 4.405 D_real: 0.011 D_fake: 0.231 +(epoch: 69, iters: 32412, time: 0.298, data: 0.021) G_GAN: 5.445 G_L1: 4.580 D_real: 0.016 D_fake: 0.037 +(epoch: 69, iters: 32512, time: 0.408, data: 0.024) G_GAN: 3.773 G_L1: 3.175 D_real: 0.020 D_fake: 0.200 +(epoch: 69, iters: 32612, time: 0.290, data: 0.017) G_GAN: 4.342 G_L1: 3.499 D_real: 0.027 D_fake: 0.190 +(epoch: 69, iters: 32712, time: 0.296, data: 0.016) G_GAN: 5.544 G_L1: 5.101 D_real: 0.172 D_fake: 0.010 +(epoch: 69, iters: 32812, time: 0.279, data: 0.019) G_GAN: 5.473 G_L1: 7.030 D_real: 0.029 D_fake: 0.040 +(epoch: 69, iters: 32912, time: 0.607, data: 0.016) G_GAN: 8.768 G_L1: 7.679 D_real: 0.156 D_fake: 0.002 +(epoch: 69, iters: 33012, time: 0.295, data: 0.016) G_GAN: 7.356 G_L1: 8.756 D_real: 0.000 D_fake: 0.006 +(epoch: 69, iters: 33112, time: 0.303, data: 0.018) G_GAN: 4.516 G_L1: 3.813 D_real: 0.011 D_fake: 0.094 +(epoch: 69, iters: 33212, time: 0.295, data: 0.018) G_GAN: 5.703 G_L1: 6.347 D_real: 0.002 D_fake: 0.122 +(epoch: 69, iters: 33312, time: 0.406, data: 0.019) G_GAN: 4.842 G_L1: 4.107 D_real: 0.050 D_fake: 0.076 +(epoch: 69, iters: 33412, time: 0.289, data: 0.020) G_GAN: 3.961 G_L1: 4.587 D_real: 0.021 D_fake: 0.274 +(epoch: 69, iters: 33512, time: 0.298, data: 0.017) G_GAN: 5.258 G_L1: 3.184 D_real: 0.086 D_fake: 0.031 +(epoch: 69, iters: 33612, time: 0.296, data: 0.018) G_GAN: 5.304 G_L1: 3.806 D_real: 0.047 D_fake: 0.037 +(epoch: 69, iters: 33712, time: 0.403, data: 0.018) G_GAN: 8.379 G_L1: 6.623 D_real: 0.001 D_fake: 0.007 +(epoch: 69, iters: 33812, time: 0.301, data: 0.018) G_GAN: 4.517 G_L1: 3.648 D_real: 0.012 D_fake: 0.058 +(epoch: 69, iters: 33912, time: 0.286, data: 0.019) G_GAN: 5.916 G_L1: 3.430 D_real: 0.003 D_fake: 0.013 +(epoch: 69, iters: 34012, time: 0.294, data: 0.019) G_GAN: 6.160 G_L1: 8.473 D_real: 0.003 D_fake: 0.018 +(epoch: 69, iters: 34112, time: 0.429, data: 0.019) G_GAN: 5.947 G_L1: 9.456 D_real: 0.013 D_fake: 0.016 +(epoch: 69, iters: 34212, time: 0.302, data: 0.020) G_GAN: 6.711 G_L1: 5.332 D_real: 0.031 D_fake: 0.085 +(epoch: 69, iters: 34312, time: 0.302, data: 0.020) G_GAN: 6.553 G_L1: 3.638 D_real: 0.160 D_fake: 0.049 +(epoch: 69, iters: 34412, time: 0.296, data: 0.020) G_GAN: 5.273 G_L1: 4.482 D_real: 0.019 D_fake: 0.040 +(epoch: 69, iters: 34512, time: 0.415, data: 0.018) G_GAN: 5.275 G_L1: 3.824 D_real: 0.102 D_fake: 0.077 +(epoch: 69, iters: 34612, time: 0.301, data: 0.020) G_GAN: 4.960 G_L1: 4.577 D_real: 0.013 D_fake: 0.029 +(epoch: 69, iters: 34712, time: 0.297, data: 0.020) G_GAN: 4.562 G_L1: 4.146 D_real: 0.020 D_fake: 0.033 +(epoch: 69, iters: 34812, time: 0.301, data: 0.019) G_GAN: 4.719 G_L1: 3.858 D_real: 0.021 D_fake: 0.113 +(epoch: 69, iters: 34912, time: 0.623, data: 0.019) G_GAN: 5.461 G_L1: 4.838 D_real: 0.061 D_fake: 0.032 +(epoch: 69, iters: 35012, time: 0.289, data: 0.019) G_GAN: 4.219 G_L1: 5.349 D_real: 0.422 D_fake: 0.180 +(epoch: 69, iters: 35112, time: 0.299, data: 0.018) G_GAN: 7.221 G_L1: 6.496 D_real: 0.001 D_fake: 0.004 +(epoch: 69, iters: 35212, time: 0.302, data: 0.018) G_GAN: 5.795 G_L1: 5.607 D_real: 0.023 D_fake: 0.047 +(epoch: 69, iters: 35312, time: 0.393, data: 0.020) G_GAN: 10.497 G_L1: 3.498 D_real: 0.006 D_fake: 0.000 +(epoch: 69, iters: 35412, time: 0.306, data: 0.020) G_GAN: 6.322 G_L1: 4.844 D_real: 0.008 D_fake: 0.051 +(epoch: 69, iters: 35512, time: 0.304, data: 0.019) G_GAN: 5.162 G_L1: 3.898 D_real: 0.233 D_fake: 0.395 +(epoch: 69, iters: 35612, time: 0.282, data: 0.020) G_GAN: 7.270 G_L1: 12.605 D_real: 0.024 D_fake: 0.008 +(epoch: 69, iters: 35712, time: 0.422, data: 0.018) G_GAN: 4.737 G_L1: 4.383 D_real: 0.003 D_fake: 0.095 +(epoch: 69, iters: 35812, time: 0.300, data: 0.019) G_GAN: 3.619 G_L1: 2.934 D_real: 0.022 D_fake: 0.271 +(epoch: 69, iters: 35912, time: 0.303, data: 0.019) G_GAN: 4.698 G_L1: 3.938 D_real: 0.016 D_fake: 0.410 +(epoch: 69, iters: 36012, time: 0.308, data: 0.020) G_GAN: 6.947 G_L1: 6.707 D_real: 0.139 D_fake: 0.012 +(epoch: 69, iters: 36112, time: 0.420, data: 0.019) G_GAN: 5.952 G_L1: 4.428 D_real: 0.014 D_fake: 0.008 +(epoch: 69, iters: 36212, time: 0.306, data: 0.020) G_GAN: 3.907 G_L1: 4.037 D_real: 0.122 D_fake: 0.082 +(epoch: 69, iters: 36312, time: 0.301, data: 0.019) G_GAN: 5.453 G_L1: 5.010 D_real: 0.194 D_fake: 0.078 +(epoch: 69, iters: 36412, time: 0.303, data: 0.022) G_GAN: 3.671 G_L1: 4.863 D_real: 0.259 D_fake: 0.196 +(epoch: 69, iters: 36512, time: 0.406, data: 0.019) G_GAN: 5.288 G_L1: 5.605 D_real: 0.057 D_fake: 0.078 +(epoch: 69, iters: 36612, time: 0.294, data: 0.017) G_GAN: 6.244 G_L1: 4.340 D_real: 0.023 D_fake: 0.006 +(epoch: 69, iters: 36712, time: 0.303, data: 0.018) G_GAN: 3.991 G_L1: 5.071 D_real: 0.090 D_fake: 0.295 +(epoch: 69, iters: 36812, time: 0.305, data: 0.019) G_GAN: 4.379 G_L1: 3.218 D_real: 0.136 D_fake: 0.041 +(epoch: 69, iters: 36912, time: 0.549, data: 0.019) G_GAN: 5.659 G_L1: 3.228 D_real: 0.028 D_fake: 0.026 +(epoch: 69, iters: 37012, time: 0.301, data: 0.018) G_GAN: 4.708 G_L1: 3.575 D_real: 0.014 D_fake: 0.090 +(epoch: 69, iters: 37112, time: 0.294, data: 0.019) G_GAN: 4.817 G_L1: 3.704 D_real: 0.056 D_fake: 0.053 +(epoch: 69, iters: 37212, time: 0.303, data: 0.019) G_GAN: 4.747 G_L1: 3.740 D_real: 0.019 D_fake: 0.037 +(epoch: 69, iters: 37312, time: 0.416, data: 0.019) G_GAN: 5.594 G_L1: 5.147 D_real: 0.129 D_fake: 0.083 +(epoch: 69, iters: 37412, time: 0.297, data: 0.020) G_GAN: 5.424 G_L1: 5.530 D_real: 0.009 D_fake: 0.111 +(epoch: 69, iters: 37512, time: 0.304, data: 0.019) G_GAN: 6.266 G_L1: 3.801 D_real: 0.034 D_fake: 0.033 +(epoch: 69, iters: 37612, time: 0.293, data: 0.020) G_GAN: 3.947 G_L1: 3.260 D_real: 0.075 D_fake: 0.121 +(epoch: 69, iters: 37712, time: 0.421, data: 0.019) G_GAN: 4.452 G_L1: 4.034 D_real: 0.593 D_fake: 0.019 +(epoch: 69, iters: 37812, time: 0.301, data: 0.019) G_GAN: 7.718 G_L1: 6.484 D_real: 0.291 D_fake: 0.020 +(epoch: 69, iters: 37912, time: 0.294, data: 0.020) G_GAN: 5.994 G_L1: 5.268 D_real: 0.006 D_fake: 0.323 +(epoch: 69, iters: 38012, time: 0.306, data: 0.027) G_GAN: 7.771 G_L1: 6.741 D_real: 0.026 D_fake: 0.003 +(epoch: 69, iters: 38112, time: 0.426, data: 0.021) G_GAN: 3.965 G_L1: 3.961 D_real: 0.681 D_fake: 0.023 +(epoch: 69, iters: 38212, time: 0.295, data: 0.020) G_GAN: 3.993 G_L1: 3.371 D_real: 0.006 D_fake: 0.104 +(epoch: 69, iters: 38312, time: 0.291, data: 0.020) G_GAN: 7.536 G_L1: 5.817 D_real: 0.020 D_fake: 0.004 +(epoch: 69, iters: 38412, time: 0.302, data: 0.019) G_GAN: 4.174 G_L1: 4.105 D_real: 0.018 D_fake: 0.093 +(epoch: 69, iters: 38512, time: 0.392, data: 0.020) G_GAN: 4.097 G_L1: 2.024 D_real: 0.050 D_fake: 0.042 +(epoch: 69, iters: 38612, time: 0.298, data: 0.019) G_GAN: 7.782 G_L1: 4.010 D_real: 0.002 D_fake: 0.003 +(epoch: 69, iters: 38712, time: 0.296, data: 0.019) G_GAN: 6.711 G_L1: 6.800 D_real: 0.048 D_fake: 0.021 +(epoch: 69, iters: 38812, time: 0.299, data: 0.018) G_GAN: 2.713 G_L1: 2.140 D_real: 1.379 D_fake: 0.071 +(epoch: 69, iters: 38912, time: 0.616, data: 0.021) G_GAN: 5.977 G_L1: 13.700 D_real: 0.001 D_fake: 0.174 +(epoch: 69, iters: 39012, time: 0.306, data: 0.018) G_GAN: 5.516 G_L1: 7.406 D_real: 0.010 D_fake: 0.058 +(epoch: 69, iters: 39112, time: 0.301, data: 0.019) G_GAN: 4.142 G_L1: 3.200 D_real: 0.004 D_fake: 0.275 +(epoch: 69, iters: 39212, time: 0.298, data: 0.022) G_GAN: 4.810 G_L1: 3.933 D_real: 0.009 D_fake: 0.033 +(epoch: 69, iters: 39312, time: 0.418, data: 0.022) G_GAN: 6.493 G_L1: 4.402 D_real: 0.030 D_fake: 0.010 +(epoch: 69, iters: 39412, time: 0.293, data: 0.018) G_GAN: 5.850 G_L1: 3.340 D_real: 0.000 D_fake: 0.012 +(epoch: 69, iters: 39512, time: 0.292, data: 0.018) G_GAN: 5.599 G_L1: 4.805 D_real: 0.162 D_fake: 0.013 +(epoch: 69, iters: 39612, time: 0.302, data: 0.019) G_GAN: 5.096 G_L1: 3.884 D_real: 0.405 D_fake: 0.028 +(epoch: 69, iters: 39712, time: 0.396, data: 0.019) G_GAN: 6.856 G_L1: 6.148 D_real: 0.216 D_fake: 0.012 +(epoch: 69, iters: 39812, time: 0.301, data: 0.018) G_GAN: 6.400 G_L1: 7.733 D_real: 0.016 D_fake: 0.010 +(epoch: 69, iters: 39912, time: 0.289, data: 0.023) G_GAN: 4.771 G_L1: 4.380 D_real: 0.008 D_fake: 0.166 +(epoch: 69, iters: 40012, time: 0.292, data: 0.017) G_GAN: 5.053 G_L1: 2.655 D_real: 0.005 D_fake: 0.062 +(epoch: 69, iters: 40112, time: 0.413, data: 0.019) G_GAN: 4.932 G_L1: 3.412 D_real: 0.095 D_fake: 0.047 +(epoch: 69, iters: 40212, time: 0.303, data: 0.017) G_GAN: 4.892 G_L1: 3.160 D_real: 0.060 D_fake: 0.215 +(epoch: 69, iters: 40312, time: 0.301, data: 0.019) G_GAN: 4.606 G_L1: 3.667 D_real: 0.091 D_fake: 0.172 +(epoch: 69, iters: 40412, time: 0.285, data: 0.018) G_GAN: 5.139 G_L1: 5.004 D_real: 0.418 D_fake: 0.073 +(epoch: 69, iters: 40512, time: 0.414, data: 0.016) G_GAN: 4.004 G_L1: 5.043 D_real: 0.035 D_fake: 0.038 +(epoch: 69, iters: 40612, time: 0.303, data: 0.018) G_GAN: 6.365 G_L1: 4.299 D_real: 0.078 D_fake: 0.011 +(epoch: 69, iters: 40712, time: 0.297, data: 0.017) G_GAN: 4.315 G_L1: 2.916 D_real: 0.116 D_fake: 0.045 +(epoch: 69, iters: 40812, time: 0.301, data: 0.018) G_GAN: 5.064 G_L1: 3.247 D_real: 0.024 D_fake: 0.069 +(epoch: 69, iters: 40912, time: 0.602, data: 0.018) G_GAN: 5.969 G_L1: 5.646 D_real: 0.095 D_fake: 0.034 +(epoch: 69, iters: 41012, time: 0.307, data: 0.018) G_GAN: 5.933 G_L1: 2.752 D_real: 0.083 D_fake: 0.013 +(epoch: 69, iters: 41112, time: 0.303, data: 0.018) G_GAN: 4.508 G_L1: 7.705 D_real: 0.047 D_fake: 0.114 +(epoch: 69, iters: 41212, time: 0.301, data: 0.018) G_GAN: 6.439 G_L1: 4.372 D_real: 0.001 D_fake: 0.065 +(epoch: 69, iters: 41312, time: 0.415, data: 0.018) G_GAN: 4.677 G_L1: 4.569 D_real: 0.000 D_fake: 0.059 +(epoch: 69, iters: 41412, time: 0.304, data: 0.017) G_GAN: 3.621 G_L1: 3.419 D_real: 0.182 D_fake: 0.084 +(epoch: 69, iters: 41512, time: 0.303, data: 0.019) G_GAN: 4.806 G_L1: 3.780 D_real: 0.002 D_fake: 0.058 +(epoch: 69, iters: 41612, time: 0.292, data: 0.018) G_GAN: 4.263 G_L1: 5.263 D_real: 0.069 D_fake: 0.102 +(epoch: 69, iters: 41712, time: 0.422, data: 0.018) G_GAN: 4.645 G_L1: 4.125 D_real: 0.037 D_fake: 0.028 +(epoch: 69, iters: 41812, time: 0.298, data: 0.018) G_GAN: 6.492 G_L1: 4.086 D_real: 0.001 D_fake: 0.015 +(epoch: 69, iters: 41912, time: 0.295, data: 0.021) G_GAN: 5.529 G_L1: 4.214 D_real: 0.031 D_fake: 0.032 +(epoch: 69, iters: 42012, time: 0.302, data: 0.018) G_GAN: 5.647 G_L1: 3.455 D_real: 0.015 D_fake: 0.032 +(epoch: 69, iters: 42112, time: 0.386, data: 0.018) G_GAN: 5.486 G_L1: 2.730 D_real: 0.661 D_fake: 0.007 +(epoch: 69, iters: 42212, time: 0.295, data: 0.019) G_GAN: 6.341 G_L1: 4.267 D_real: 0.009 D_fake: 0.008 +(epoch: 69, iters: 42312, time: 0.289, data: 0.019) G_GAN: 7.111 G_L1: 3.438 D_real: 0.068 D_fake: 0.004 +(epoch: 69, iters: 42412, time: 0.278, data: 0.018) G_GAN: 6.382 G_L1: 4.322 D_real: 0.191 D_fake: 0.057 +(epoch: 69, iters: 42512, time: 0.422, data: 0.016) G_GAN: 5.830 G_L1: 5.765 D_real: 0.002 D_fake: 0.085 +(epoch: 69, iters: 42612, time: 0.305, data: 0.019) G_GAN: 4.685 G_L1: 3.098 D_real: 0.015 D_fake: 0.153 +(epoch: 69, iters: 42712, time: 0.301, data: 0.018) G_GAN: 5.002 G_L1: 5.598 D_real: 0.001 D_fake: 0.197 +(epoch: 69, iters: 42812, time: 0.303, data: 0.019) G_GAN: 4.617 G_L1: 3.617 D_real: 0.426 D_fake: 0.022 +(epoch: 69, iters: 42912, time: 0.594, data: 0.019) G_GAN: 3.784 G_L1: 4.722 D_real: 0.283 D_fake: 0.451 +(epoch: 69, iters: 43012, time: 0.302, data: 0.018) G_GAN: 3.879 G_L1: 3.699 D_real: 0.013 D_fake: 0.250 +(epoch: 69, iters: 43112, time: 0.299, data: 0.019) G_GAN: 4.238 G_L1: 3.462 D_real: 0.034 D_fake: 0.131 +(epoch: 69, iters: 43212, time: 0.300, data: 0.020) G_GAN: 4.570 G_L1: 4.055 D_real: 0.013 D_fake: 0.074 +(epoch: 69, iters: 43312, time: 0.419, data: 0.018) G_GAN: 3.845 G_L1: 3.731 D_real: 0.263 D_fake: 0.050 +(epoch: 69, iters: 43412, time: 0.303, data: 0.019) G_GAN: 5.345 G_L1: 6.265 D_real: 0.093 D_fake: 0.040 +(epoch: 69, iters: 43512, time: 0.301, data: 0.020) G_GAN: 4.005 G_L1: 3.415 D_real: 0.004 D_fake: 0.131 +(epoch: 69, iters: 43612, time: 0.300, data: 0.020) G_GAN: 3.726 G_L1: 3.787 D_real: 0.074 D_fake: 0.106 +(epoch: 69, iters: 43712, time: 0.410, data: 0.019) G_GAN: 5.057 G_L1: 5.283 D_real: 0.337 D_fake: 0.540 +(epoch: 69, iters: 43812, time: 0.299, data: 0.017) G_GAN: 4.610 G_L1: 3.774 D_real: 0.044 D_fake: 0.041 +(epoch: 69, iters: 43912, time: 0.300, data: 0.018) G_GAN: 5.007 G_L1: 5.502 D_real: 0.001 D_fake: 0.594 +(epoch: 69, iters: 44012, time: 0.303, data: 0.021) G_GAN: 5.372 G_L1: 4.747 D_real: 0.001 D_fake: 0.025 +(epoch: 69, iters: 44112, time: 0.410, data: 0.018) G_GAN: 5.744 G_L1: 4.505 D_real: 0.001 D_fake: 0.032 +(epoch: 69, iters: 44212, time: 0.303, data: 0.017) G_GAN: 5.197 G_L1: 8.039 D_real: 0.073 D_fake: 0.027 +(epoch: 69, iters: 44312, time: 0.302, data: 0.019) G_GAN: 5.163 G_L1: 8.033 D_real: 0.001 D_fake: 0.070 +(epoch: 69, iters: 44412, time: 0.295, data: 0.019) G_GAN: 3.695 G_L1: 4.021 D_real: 0.036 D_fake: 0.071 +(epoch: 69, iters: 44512, time: 0.416, data: 0.018) G_GAN: 6.673 G_L1: 4.491 D_real: 0.006 D_fake: 0.010 +(epoch: 69, iters: 44612, time: 0.295, data: 0.019) G_GAN: 4.207 G_L1: 3.277 D_real: 0.056 D_fake: 0.254 +(epoch: 69, iters: 44712, time: 0.298, data: 0.018) G_GAN: 5.017 G_L1: 4.048 D_real: 0.068 D_fake: 0.082 +(epoch: 69, iters: 44812, time: 0.294, data: 0.019) G_GAN: 7.052 G_L1: 6.062 D_real: 0.039 D_fake: 0.008 +(epoch: 69, iters: 44912, time: 0.593, data: 0.017) G_GAN: 4.236 G_L1: 3.362 D_real: 0.014 D_fake: 0.047 +(epoch: 69, iters: 45012, time: 0.302, data: 0.018) G_GAN: 4.958 G_L1: 2.204 D_real: 0.010 D_fake: 0.069 +(epoch: 69, iters: 45112, time: 0.285, data: 0.019) G_GAN: 5.248 G_L1: 4.452 D_real: 0.000 D_fake: 0.025 +(epoch: 69, iters: 45212, time: 0.306, data: 0.016) G_GAN: 5.376 G_L1: 3.898 D_real: 0.008 D_fake: 0.028 +(epoch: 69, iters: 45312, time: 0.407, data: 0.020) G_GAN: 4.590 G_L1: 3.419 D_real: 0.118 D_fake: 0.049 +(epoch: 69, iters: 45412, time: 0.282, data: 0.018) G_GAN: 6.489 G_L1: 6.524 D_real: 0.025 D_fake: 0.020 +(epoch: 69, iters: 45512, time: 0.289, data: 0.016) G_GAN: 5.701 G_L1: 3.576 D_real: 0.231 D_fake: 0.012 +(epoch: 69, iters: 45612, time: 0.303, data: 0.018) G_GAN: 3.476 G_L1: 2.242 D_real: 0.031 D_fake: 0.214 +(epoch: 69, iters: 45712, time: 0.378, data: 0.020) G_GAN: 4.582 G_L1: 2.963 D_real: 0.158 D_fake: 0.045 +(epoch: 69, iters: 45812, time: 0.300, data: 0.017) G_GAN: 5.151 G_L1: 7.429 D_real: 0.317 D_fake: 0.057 +(epoch: 69, iters: 45912, time: 0.304, data: 0.020) G_GAN: 3.900 G_L1: 3.864 D_real: 0.096 D_fake: 0.140 +(epoch: 69, iters: 46012, time: 0.298, data: 0.019) G_GAN: 5.090 G_L1: 3.681 D_real: 0.031 D_fake: 0.042 +(epoch: 69, iters: 46112, time: 0.396, data: 0.018) G_GAN: 5.647 G_L1: 4.802 D_real: 0.013 D_fake: 0.018 +(epoch: 69, iters: 46212, time: 0.293, data: 0.018) G_GAN: 4.377 G_L1: 3.275 D_real: 0.173 D_fake: 0.018 +(epoch: 69, iters: 46312, time: 0.303, data: 0.018) G_GAN: 4.500 G_L1: 4.942 D_real: 0.000 D_fake: 0.029 +(epoch: 69, iters: 46412, time: 0.292, data: 0.018) G_GAN: 4.705 G_L1: 4.977 D_real: 0.142 D_fake: 0.029 +(epoch: 69, iters: 46512, time: 0.382, data: 0.017) G_GAN: 5.413 G_L1: 3.458 D_real: 0.010 D_fake: 0.025 +(epoch: 69, iters: 46612, time: 0.293, data: 0.019) G_GAN: 5.291 G_L1: 5.255 D_real: 0.077 D_fake: 0.076 +(epoch: 69, iters: 46712, time: 0.294, data: 0.017) G_GAN: 5.258 G_L1: 3.270 D_real: 0.170 D_fake: 0.015 +(epoch: 69, iters: 46812, time: 0.296, data: 0.019) G_GAN: 5.343 G_L1: 8.160 D_real: 0.157 D_fake: 0.017 +(epoch: 69, iters: 46912, time: 0.583, data: 0.018) G_GAN: 3.724 G_L1: 3.753 D_real: 0.070 D_fake: 0.056 +(epoch: 69, iters: 47012, time: 0.297, data: 0.017) G_GAN: 4.560 G_L1: 3.075 D_real: 0.076 D_fake: 0.078 +(epoch: 69, iters: 47112, time: 0.297, data: 0.020) G_GAN: 5.869 G_L1: 4.279 D_real: 0.037 D_fake: 0.188 +(epoch: 69, iters: 47212, time: 0.299, data: 0.019) G_GAN: 5.448 G_L1: 7.936 D_real: 0.005 D_fake: 0.028 +(epoch: 69, iters: 47312, time: 0.391, data: 0.019) G_GAN: 4.145 G_L1: 3.201 D_real: 0.004 D_fake: 0.160 +(epoch: 69, iters: 47412, time: 0.290, data: 0.020) G_GAN: 5.314 G_L1: 4.484 D_real: 0.018 D_fake: 0.113 +(epoch: 69, iters: 47512, time: 0.299, data: 0.019) G_GAN: 5.502 G_L1: 3.443 D_real: 0.024 D_fake: 0.024 +(epoch: 69, iters: 47612, time: 0.298, data: 0.018) G_GAN: 4.865 G_L1: 3.606 D_real: 0.008 D_fake: 0.033 +(epoch: 69, iters: 47712, time: 0.395, data: 0.020) G_GAN: 5.938 G_L1: 5.760 D_real: 0.073 D_fake: 0.023 +(epoch: 69, iters: 47812, time: 0.281, data: 0.018) G_GAN: 3.665 G_L1: 4.417 D_real: 0.076 D_fake: 0.039 +(epoch: 69, iters: 47912, time: 0.295, data: 0.018) G_GAN: 5.634 G_L1: 5.385 D_real: 0.002 D_fake: 0.017 +(epoch: 69, iters: 48012, time: 0.292, data: 0.019) G_GAN: 4.528 G_L1: 3.473 D_real: 0.148 D_fake: 0.030 +(epoch: 69, iters: 48112, time: 0.414, data: 0.018) G_GAN: 3.843 G_L1: 4.612 D_real: 0.576 D_fake: 0.014 +(epoch: 69, iters: 48212, time: 0.295, data: 0.019) G_GAN: 3.169 G_L1: 2.550 D_real: 0.098 D_fake: 0.209 +(epoch: 69, iters: 48312, time: 0.297, data: 0.019) G_GAN: 4.390 G_L1: 3.217 D_real: 0.090 D_fake: 0.173 +(epoch: 69, iters: 48412, time: 0.289, data: 0.019) G_GAN: 6.095 G_L1: 3.929 D_real: 0.088 D_fake: 0.011 +(epoch: 69, iters: 48512, time: 0.403, data: 0.017) G_GAN: 5.956 G_L1: 3.022 D_real: 0.158 D_fake: 0.015 +(epoch: 69, iters: 48612, time: 0.303, data: 0.017) G_GAN: 7.789 G_L1: 5.388 D_real: 0.012 D_fake: 0.007 +(epoch: 69, iters: 48712, time: 0.288, data: 0.019) G_GAN: 6.183 G_L1: 5.008 D_real: 0.010 D_fake: 0.057 +(epoch: 69, iters: 48812, time: 0.301, data: 0.016) G_GAN: 9.874 G_L1: 2.598 D_real: 0.002 D_fake: 0.000 +(epoch: 69, iters: 48912, time: 0.631, data: 0.018) G_GAN: 6.638 G_L1: 3.390 D_real: 0.058 D_fake: 0.079 +(epoch: 69, iters: 49012, time: 0.277, data: 0.020) G_GAN: 4.484 G_L1: 4.696 D_real: 0.003 D_fake: 0.055 +(epoch: 69, iters: 49112, time: 0.286, data: 0.016) G_GAN: 4.717 G_L1: 3.722 D_real: 0.003 D_fake: 0.060 +(epoch: 69, iters: 49212, time: 0.274, data: 0.017) G_GAN: 8.063 G_L1: 4.449 D_real: 0.264 D_fake: 0.120 +(epoch: 69, iters: 49312, time: 0.392, data: 0.016) G_GAN: 6.377 G_L1: 3.355 D_real: 0.311 D_fake: 0.081 +(epoch: 69, iters: 49412, time: 0.278, data: 0.015) G_GAN: 5.835 G_L1: 5.961 D_real: 0.003 D_fake: 0.052 +(epoch: 69, iters: 49512, time: 0.300, data: 0.017) G_GAN: 4.662 G_L1: 3.384 D_real: 0.078 D_fake: 0.129 +(epoch: 69, iters: 49612, time: 0.296, data: 0.018) G_GAN: 5.157 G_L1: 3.939 D_real: 0.033 D_fake: 0.032 +(epoch: 69, iters: 49712, time: 0.413, data: 0.017) G_GAN: 5.467 G_L1: 4.274 D_real: 0.057 D_fake: 0.160 +(epoch: 69, iters: 49812, time: 0.294, data: 0.017) G_GAN: 7.080 G_L1: 6.158 D_real: 0.014 D_fake: 0.006 +(epoch: 69, iters: 49912, time: 0.285, data: 0.017) G_GAN: 4.799 G_L1: 3.652 D_real: 0.004 D_fake: 0.045 +(epoch: 69, iters: 50012, time: 0.275, data: 0.016) G_GAN: 7.286 G_L1: 11.556 D_real: 0.010 D_fake: 0.014 +(epoch: 69, iters: 50112, time: 0.414, data: 0.016) G_GAN: 4.741 G_L1: 4.796 D_real: 0.176 D_fake: 0.022 +(epoch: 69, iters: 50212, time: 0.302, data: 0.017) G_GAN: 4.167 G_L1: 2.909 D_real: 0.008 D_fake: 0.238 +(epoch: 69, iters: 50312, time: 0.280, data: 0.019) G_GAN: 5.942 G_L1: 4.104 D_real: 0.150 D_fake: 0.012 +(epoch: 69, iters: 50412, time: 0.290, data: 0.015) G_GAN: 5.632 G_L1: 3.752 D_real: 0.001 D_fake: 0.019 +(epoch: 69, iters: 50512, time: 0.412, data: 0.018) G_GAN: 6.960 G_L1: 4.561 D_real: 0.001 D_fake: 0.017 +(epoch: 69, iters: 50612, time: 0.288, data: 0.017) G_GAN: 4.663 G_L1: 4.378 D_real: 0.000 D_fake: 0.042 +(epoch: 69, iters: 50712, time: 0.254, data: 0.018) G_GAN: 4.220 G_L1: 4.135 D_real: 0.000 D_fake: 0.043 +(epoch: 69, iters: 50812, time: 0.285, data: 0.018) G_GAN: 5.640 G_L1: 3.730 D_real: 0.018 D_fake: 0.022 +(epoch: 69, iters: 50912, time: 0.646, data: 0.018) G_GAN: 6.331 G_L1: 6.920 D_real: 0.013 D_fake: 0.019 +(epoch: 69, iters: 51012, time: 0.288, data: 0.017) G_GAN: 3.763 G_L1: 3.497 D_real: 0.024 D_fake: 0.279 +(epoch: 69, iters: 51112, time: 0.261, data: 0.018) G_GAN: 4.448 G_L1: 3.930 D_real: 0.177 D_fake: 0.215 +(epoch: 69, iters: 51212, time: 0.293, data: 0.018) G_GAN: 4.481 G_L1: 6.080 D_real: 0.011 D_fake: 0.036 +(epoch: 69, iters: 51312, time: 0.375, data: 0.017) G_GAN: 7.132 G_L1: 6.306 D_real: 0.051 D_fake: 0.005 +(epoch: 69, iters: 51412, time: 0.290, data: 0.016) G_GAN: 6.041 G_L1: 5.677 D_real: 0.061 D_fake: 0.129 +(epoch: 69, iters: 51512, time: 0.295, data: 0.018) G_GAN: 5.655 G_L1: 3.967 D_real: 0.000 D_fake: 0.013 +(epoch: 69, iters: 51612, time: 0.278, data: 0.017) G_GAN: 4.899 G_L1: 3.880 D_real: 0.019 D_fake: 0.135 +(epoch: 69, iters: 51712, time: 0.350, data: 0.017) G_GAN: 5.245 G_L1: 4.476 D_real: 0.270 D_fake: 0.046 +(epoch: 69, iters: 51812, time: 0.278, data: 0.019) G_GAN: 5.323 G_L1: 4.089 D_real: 0.039 D_fake: 0.020 +(epoch: 69, iters: 51912, time: 0.299, data: 0.017) G_GAN: 6.375 G_L1: 4.684 D_real: 0.004 D_fake: 0.147 +(epoch: 69, iters: 52012, time: 0.283, data: 0.020) G_GAN: 7.200 G_L1: 5.652 D_real: 0.007 D_fake: 0.067 +(epoch: 69, iters: 52112, time: 0.373, data: 0.017) G_GAN: 7.530 G_L1: 3.783 D_real: 0.009 D_fake: 0.008 +(epoch: 69, iters: 52212, time: 0.295, data: 0.017) G_GAN: 4.436 G_L1: 4.169 D_real: 0.055 D_fake: 0.727 +(epoch: 69, iters: 52312, time: 0.286, data: 0.018) G_GAN: 3.404 G_L1: 3.331 D_real: 0.412 D_fake: 0.082 +(epoch: 69, iters: 52412, time: 0.297, data: 0.017) G_GAN: 5.649 G_L1: 4.048 D_real: 0.051 D_fake: 0.031 +(epoch: 69, iters: 52512, time: 0.368, data: 0.018) G_GAN: 5.632 G_L1: 5.304 D_real: 0.004 D_fake: 0.033 +(epoch: 69, iters: 52612, time: 0.291, data: 0.017) G_GAN: 6.090 G_L1: 2.331 D_real: 0.016 D_fake: 0.014 +(epoch: 69, iters: 52712, time: 0.300, data: 0.021) G_GAN: 6.163 G_L1: 4.119 D_real: 0.011 D_fake: 0.046 +(epoch: 69, iters: 52812, time: 0.299, data: 0.020) G_GAN: 5.911 G_L1: 4.532 D_real: 0.044 D_fake: 0.012 +(epoch: 69, iters: 52912, time: 0.608, data: 0.019) G_GAN: 4.977 G_L1: 5.229 D_real: 0.103 D_fake: 0.055 +(epoch: 69, iters: 53012, time: 0.247, data: 0.015) G_GAN: 6.549 G_L1: 3.495 D_real: 0.003 D_fake: 0.037 +(epoch: 69, iters: 53112, time: 0.294, data: 0.018) G_GAN: 5.784 G_L1: 3.189 D_real: 0.051 D_fake: 0.029 +(epoch: 69, iters: 53212, time: 0.285, data: 0.018) G_GAN: 4.703 G_L1: 3.895 D_real: 0.009 D_fake: 0.036 +(epoch: 69, iters: 53312, time: 0.423, data: 0.019) G_GAN: 5.709 G_L1: 3.932 D_real: 0.165 D_fake: 0.013 +(epoch: 69, iters: 53412, time: 0.302, data: 0.019) G_GAN: 3.650 G_L1: 3.477 D_real: 0.145 D_fake: 0.148 +(epoch: 69, iters: 53512, time: 0.294, data: 0.019) G_GAN: 6.400 G_L1: 6.629 D_real: 0.148 D_fake: 0.010 +(epoch: 69, iters: 53612, time: 0.295, data: 0.019) G_GAN: 6.272 G_L1: 3.178 D_real: 0.236 D_fake: 0.008 +(epoch: 69, iters: 53712, time: 0.413, data: 0.018) G_GAN: 6.515 G_L1: 6.046 D_real: 0.009 D_fake: 0.019 +(epoch: 69, iters: 53812, time: 0.281, data: 0.018) G_GAN: 9.075 G_L1: 5.141 D_real: 0.001 D_fake: 0.004 +(epoch: 69, iters: 53912, time: 0.271, data: 0.016) G_GAN: 5.605 G_L1: 4.324 D_real: 0.000 D_fake: 0.040 +(epoch: 69, iters: 54012, time: 0.297, data: 0.018) G_GAN: 6.409 G_L1: 4.311 D_real: 0.023 D_fake: 0.240 +(epoch: 69, iters: 54112, time: 0.403, data: 0.018) G_GAN: 8.233 G_L1: 4.071 D_real: 0.003 D_fake: 0.030 +(epoch: 69, iters: 54212, time: 0.304, data: 0.020) G_GAN: 4.032 G_L1: 3.278 D_real: 0.002 D_fake: 0.063 +(epoch: 69, iters: 54312, time: 0.294, data: 0.020) G_GAN: 4.736 G_L1: 2.869 D_real: 0.100 D_fake: 0.203 +(epoch: 69, iters: 54412, time: 0.304, data: 0.021) G_GAN: 6.621 G_L1: 6.325 D_real: 0.000 D_fake: 0.017 +(epoch: 69, iters: 54512, time: 0.428, data: 0.023) G_GAN: 4.832 G_L1: 4.646 D_real: 0.007 D_fake: 0.031 +(epoch: 69, iters: 54612, time: 0.302, data: 0.019) G_GAN: 2.966 G_L1: 3.904 D_real: 0.289 D_fake: 0.054 +(epoch: 69, iters: 54712, time: 0.302, data: 0.021) G_GAN: 5.338 G_L1: 6.946 D_real: 0.001 D_fake: 0.245 +(epoch: 69, iters: 54812, time: 0.300, data: 0.019) G_GAN: 5.642 G_L1: 3.350 D_real: 0.153 D_fake: 0.039 +(epoch: 69, iters: 54912, time: 0.580, data: 0.019) G_GAN: 6.482 G_L1: 6.031 D_real: 0.010 D_fake: 0.021 +(epoch: 69, iters: 55012, time: 0.290, data: 0.019) G_GAN: 5.518 G_L1: 3.041 D_real: 0.039 D_fake: 0.020 +(epoch: 69, iters: 55112, time: 0.299, data: 0.018) G_GAN: 4.197 G_L1: 3.758 D_real: 0.008 D_fake: 0.178 +(epoch: 69, iters: 55212, time: 0.301, data: 0.020) G_GAN: 4.230 G_L1: 3.417 D_real: 0.138 D_fake: 0.020 +(epoch: 69, iters: 55312, time: 0.399, data: 0.018) G_GAN: 4.635 G_L1: 2.671 D_real: 0.302 D_fake: 0.011 +(epoch: 69, iters: 55412, time: 0.301, data: 0.017) G_GAN: 4.482 G_L1: 5.816 D_real: 0.006 D_fake: 0.127 +(epoch: 69, iters: 55512, time: 0.299, data: 0.018) G_GAN: 4.784 G_L1: 4.790 D_real: 0.002 D_fake: 0.048 +(epoch: 69, iters: 55612, time: 0.301, data: 0.020) G_GAN: 4.949 G_L1: 4.324 D_real: 0.001 D_fake: 0.054 +(epoch: 69, iters: 55712, time: 0.406, data: 0.019) G_GAN: 5.639 G_L1: 3.010 D_real: 0.016 D_fake: 0.064 +(epoch: 69, iters: 55812, time: 0.288, data: 0.018) G_GAN: 4.483 G_L1: 3.877 D_real: 0.001 D_fake: 0.624 +(epoch: 69, iters: 55912, time: 0.288, data: 0.018) G_GAN: 4.801 G_L1: 5.210 D_real: 0.527 D_fake: 0.034 +(epoch: 69, iters: 56012, time: 0.303, data: 0.017) G_GAN: 3.997 G_L1: 3.505 D_real: 0.042 D_fake: 0.303 +(epoch: 69, iters: 56112, time: 0.378, data: 0.019) G_GAN: 5.564 G_L1: 3.482 D_real: 0.019 D_fake: 0.076 +(epoch: 69, iters: 56212, time: 0.304, data: 0.017) G_GAN: 4.212 G_L1: 3.267 D_real: 0.029 D_fake: 0.078 +(epoch: 69, iters: 56312, time: 0.293, data: 0.020) G_GAN: 5.384 G_L1: 5.523 D_real: 0.004 D_fake: 0.021 +(epoch: 69, iters: 56412, time: 0.300, data: 0.019) G_GAN: 6.328 G_L1: 4.449 D_real: 0.053 D_fake: 0.009 +(epoch: 69, iters: 56512, time: 0.412, data: 0.017) G_GAN: 4.335 G_L1: 3.967 D_real: 0.006 D_fake: 0.106 +(epoch: 69, iters: 56612, time: 0.295, data: 0.020) G_GAN: 4.752 G_L1: 4.795 D_real: 0.050 D_fake: 0.042 +(epoch: 69, iters: 56712, time: 0.302, data: 0.019) G_GAN: 4.069 G_L1: 4.477 D_real: 0.135 D_fake: 0.324 +(epoch: 69, iters: 56812, time: 0.293, data: 0.020) G_GAN: 5.872 G_L1: 4.516 D_real: 0.001 D_fake: 0.017 +(epoch: 69, iters: 56912, time: 0.545, data: 0.016) G_GAN: 4.198 G_L1: 3.705 D_real: 0.017 D_fake: 0.274 +(epoch: 69, iters: 57012, time: 0.302, data: 0.019) G_GAN: 6.814 G_L1: 4.344 D_real: 0.011 D_fake: 0.015 +(epoch: 69, iters: 57112, time: 0.294, data: 0.019) G_GAN: 6.532 G_L1: 4.616 D_real: 0.154 D_fake: 0.018 +(epoch: 69, iters: 57212, time: 0.298, data: 0.019) G_GAN: 4.532 G_L1: 3.445 D_real: 0.003 D_fake: 0.057 +(epoch: 69, iters: 57312, time: 0.397, data: 0.019) G_GAN: 3.716 G_L1: 2.984 D_real: 0.007 D_fake: 0.117 +(epoch: 69, iters: 57412, time: 0.302, data: 0.016) G_GAN: 4.890 G_L1: 3.513 D_real: 0.022 D_fake: 0.118 +(epoch: 69, iters: 57512, time: 0.289, data: 0.020) G_GAN: 4.853 G_L1: 4.398 D_real: 0.147 D_fake: 0.234 +(epoch: 69, iters: 57612, time: 0.296, data: 0.017) G_GAN: 3.304 G_L1: 7.617 D_real: 0.010 D_fake: 0.147 +(epoch: 69, iters: 57712, time: 0.410, data: 0.017) G_GAN: 5.745 G_L1: 3.875 D_real: 0.061 D_fake: 0.008 +(epoch: 69, iters: 57812, time: 0.286, data: 0.018) G_GAN: 5.606 G_L1: 6.631 D_real: 0.031 D_fake: 0.039 +(epoch: 69, iters: 57912, time: 0.302, data: 0.019) G_GAN: 6.372 G_L1: 3.434 D_real: 0.004 D_fake: 0.013 +(epoch: 69, iters: 58012, time: 0.304, data: 0.017) G_GAN: 4.530 G_L1: 3.923 D_real: 0.009 D_fake: 0.036 +(epoch: 69, iters: 58112, time: 0.387, data: 0.019) G_GAN: 5.205 G_L1: 4.418 D_real: 0.052 D_fake: 0.049 +(epoch: 69, iters: 58212, time: 0.294, data: 0.019) G_GAN: 5.273 G_L1: 4.195 D_real: 0.027 D_fake: 0.014 +(epoch: 69, iters: 58312, time: 0.285, data: 0.018) G_GAN: 9.024 G_L1: 5.383 D_real: 0.550 D_fake: 0.001 +(epoch: 69, iters: 58412, time: 0.305, data: 0.018) G_GAN: 4.175 G_L1: 5.410 D_real: 0.001 D_fake: 0.169 +(epoch: 69, iters: 58512, time: 0.418, data: 0.018) G_GAN: 5.701 G_L1: 3.817 D_real: 0.042 D_fake: 0.064 +(epoch: 69, iters: 58612, time: 0.296, data: 0.017) G_GAN: 3.319 G_L1: 3.775 D_real: 0.074 D_fake: 0.313 +(epoch: 69, iters: 58712, time: 0.302, data: 0.017) G_GAN: 5.107 G_L1: 4.873 D_real: 0.172 D_fake: 0.016 +(epoch: 69, iters: 58812, time: 0.293, data: 0.020) G_GAN: 8.334 G_L1: 5.335 D_real: 0.021 D_fake: 0.036 +(epoch: 69, iters: 58912, time: 0.595, data: 0.018) G_GAN: 5.946 G_L1: 5.006 D_real: 0.075 D_fake: 0.018 +(epoch: 69, iters: 59012, time: 0.304, data: 0.019) G_GAN: 4.223 G_L1: 5.695 D_real: 0.004 D_fake: 0.035 +(epoch: 69, iters: 59112, time: 0.270, data: 0.018) G_GAN: 3.783 G_L1: 3.285 D_real: 0.186 D_fake: 0.046 +(epoch: 69, iters: 59212, time: 0.293, data: 0.017) G_GAN: 3.589 G_L1: 3.202 D_real: 0.214 D_fake: 0.611 +(epoch: 69, iters: 59312, time: 0.425, data: 0.019) G_GAN: 6.769 G_L1: 7.315 D_real: 0.115 D_fake: 0.008 +(epoch: 69, iters: 59412, time: 0.282, data: 0.020) G_GAN: 4.282 G_L1: 5.511 D_real: 0.213 D_fake: 0.070 +(epoch: 69, iters: 59512, time: 0.295, data: 0.018) G_GAN: 4.574 G_L1: 4.691 D_real: 0.160 D_fake: 0.073 +(epoch: 69, iters: 59612, time: 0.295, data: 0.018) G_GAN: 3.434 G_L1: 3.503 D_real: 0.166 D_fake: 0.063 +(epoch: 69, iters: 59712, time: 0.422, data: 0.019) G_GAN: 4.824 G_L1: 3.714 D_real: 0.000 D_fake: 0.041 +(epoch: 69, iters: 59812, time: 0.303, data: 0.018) G_GAN: 4.358 G_L1: 2.780 D_real: 0.046 D_fake: 0.114 +(epoch: 69, iters: 59912, time: 0.304, data: 0.020) G_GAN: 5.377 G_L1: 3.994 D_real: 0.217 D_fake: 0.008 +(epoch: 69, iters: 60012, time: 0.306, data: 0.019) G_GAN: 4.465 G_L1: 4.255 D_real: 0.172 D_fake: 0.039 +(epoch: 70, iters: 96, time: 0.628, data: 0.019) G_GAN: 4.063 G_L1: 4.722 D_real: 0.154 D_fake: 0.138 +(epoch: 70, iters: 196, time: 0.294, data: 0.019) G_GAN: 4.971 G_L1: 7.597 D_real: 0.368 D_fake: 0.018 +(epoch: 70, iters: 296, time: 0.302, data: 0.020) G_GAN: 3.928 G_L1: 4.942 D_real: 0.079 D_fake: 0.056 +(epoch: 70, iters: 396, time: 0.302, data: 0.020) G_GAN: 4.885 G_L1: 3.869 D_real: 0.159 D_fake: 0.105 +(epoch: 70, iters: 496, time: 0.421, data: 0.020) G_GAN: 3.843 G_L1: 3.748 D_real: 0.098 D_fake: 0.151 +(epoch: 70, iters: 596, time: 0.288, data: 0.019) G_GAN: 5.932 G_L1: 10.311 D_real: 0.187 D_fake: 0.008 +(epoch: 70, iters: 696, time: 0.304, data: 0.018) G_GAN: 4.291 G_L1: 4.883 D_real: 0.040 D_fake: 0.130 +(epoch: 70, iters: 796, time: 0.296, data: 0.020) G_GAN: 5.293 G_L1: 4.233 D_real: 0.022 D_fake: 0.019 +(epoch: 70, iters: 896, time: 0.600, data: 0.021) G_GAN: 3.929 G_L1: 3.971 D_real: 0.158 D_fake: 0.059 +(epoch: 70, iters: 996, time: 0.305, data: 0.020) G_GAN: 5.484 G_L1: 4.243 D_real: 0.032 D_fake: 0.014 +(epoch: 70, iters: 1096, time: 0.297, data: 0.020) G_GAN: 3.265 G_L1: 3.410 D_real: 0.014 D_fake: 0.268 +(epoch: 70, iters: 1196, time: 0.293, data: 0.019) G_GAN: 4.643 G_L1: 3.398 D_real: 0.002 D_fake: 0.158 +(epoch: 70, iters: 1296, time: 0.418, data: 0.019) G_GAN: 6.244 G_L1: 3.473 D_real: 0.243 D_fake: 0.006 +(epoch: 70, iters: 1396, time: 0.298, data: 0.020) G_GAN: 5.071 G_L1: 3.503 D_real: 0.004 D_fake: 0.134 +(epoch: 70, iters: 1496, time: 0.308, data: 0.019) G_GAN: 9.071 G_L1: 5.533 D_real: 0.001 D_fake: 0.008 +(epoch: 70, iters: 1596, time: 0.286, data: 0.022) G_GAN: 9.298 G_L1: 9.586 D_real: 0.000 D_fake: 0.001 +(epoch: 70, iters: 1696, time: 0.394, data: 0.019) G_GAN: 5.834 G_L1: 4.010 D_real: 0.001 D_fake: 0.022 +(epoch: 70, iters: 1796, time: 0.298, data: 0.020) G_GAN: 6.461 G_L1: 5.675 D_real: 0.052 D_fake: 0.005 +(epoch: 70, iters: 1896, time: 0.294, data: 0.018) G_GAN: 7.769 G_L1: 5.560 D_real: 0.002 D_fake: 0.004 +(epoch: 70, iters: 1996, time: 0.300, data: 0.018) G_GAN: 6.157 G_L1: 6.216 D_real: 0.001 D_fake: 0.003 +(epoch: 70, iters: 2096, time: 0.422, data: 0.019) G_GAN: 5.581 G_L1: 8.125 D_real: 0.001 D_fake: 0.189 +(epoch: 70, iters: 2196, time: 0.300, data: 0.020) G_GAN: 10.382 G_L1: 8.397 D_real: 0.021 D_fake: 0.190 +(epoch: 70, iters: 2296, time: 0.292, data: 0.020) G_GAN: 6.468 G_L1: 7.163 D_real: 0.004 D_fake: 0.044 +(epoch: 70, iters: 2396, time: 0.296, data: 0.019) G_GAN: 6.494 G_L1: 5.966 D_real: 0.005 D_fake: 0.274 +(epoch: 70, iters: 2496, time: 0.411, data: 0.019) G_GAN: 4.293 G_L1: 4.650 D_real: 0.001 D_fake: 0.106 +(epoch: 70, iters: 2596, time: 0.299, data: 0.018) G_GAN: 6.930 G_L1: 9.191 D_real: 0.001 D_fake: 0.008 +(epoch: 70, iters: 2696, time: 0.296, data: 0.020) G_GAN: 4.557 G_L1: 5.291 D_real: 0.002 D_fake: 0.049 +(epoch: 70, iters: 2796, time: 0.302, data: 0.019) G_GAN: 7.529 G_L1: 3.951 D_real: 0.000 D_fake: 0.004 +(epoch: 70, iters: 2896, time: 0.565, data: 0.019) G_GAN: 5.431 G_L1: 4.616 D_real: 0.000 D_fake: 0.024 +(epoch: 70, iters: 2996, time: 0.298, data: 0.018) G_GAN: 4.160 G_L1: 3.619 D_real: 0.000 D_fake: 0.047 +(epoch: 70, iters: 3096, time: 0.305, data: 0.020) G_GAN: 4.953 G_L1: 4.901 D_real: 0.000 D_fake: 0.034 +(epoch: 70, iters: 3196, time: 0.300, data: 0.020) G_GAN: 5.255 G_L1: 4.710 D_real: 0.000 D_fake: 0.052 +(epoch: 70, iters: 3296, time: 0.382, data: 0.021) G_GAN: 4.301 G_L1: 7.106 D_real: 0.000 D_fake: 0.050 +(epoch: 70, iters: 3396, time: 0.299, data: 0.018) G_GAN: 4.298 G_L1: 3.878 D_real: 0.002 D_fake: 0.189 +(epoch: 70, iters: 3496, time: 0.288, data: 0.019) G_GAN: 5.523 G_L1: 5.482 D_real: 0.003 D_fake: 0.007 +(epoch: 70, iters: 3596, time: 0.297, data: 0.019) G_GAN: 4.653 G_L1: 4.611 D_real: 0.001 D_fake: 0.067 +(epoch: 70, iters: 3696, time: 0.421, data: 0.019) G_GAN: 5.900 G_L1: 4.644 D_real: 0.001 D_fake: 0.021 +(epoch: 70, iters: 3796, time: 0.300, data: 0.019) G_GAN: 5.871 G_L1: 4.438 D_real: 0.002 D_fake: 0.037 +(epoch: 70, iters: 3896, time: 0.307, data: 0.019) G_GAN: 6.898 G_L1: 5.597 D_real: 0.000 D_fake: 0.007 +(epoch: 70, iters: 3996, time: 0.299, data: 0.021) G_GAN: 5.725 G_L1: 6.831 D_real: 0.002 D_fake: 0.018 +(epoch: 70, iters: 4096, time: 0.410, data: 0.021) G_GAN: 6.121 G_L1: 6.825 D_real: 0.000 D_fake: 0.295 +(epoch: 70, iters: 4196, time: 0.302, data: 0.020) G_GAN: 6.326 G_L1: 5.934 D_real: 0.001 D_fake: 0.115 +(epoch: 70, iters: 4296, time: 0.302, data: 0.020) G_GAN: 5.766 G_L1: 5.376 D_real: 0.000 D_fake: 0.013 +(epoch: 70, iters: 4396, time: 0.296, data: 0.019) G_GAN: 7.059 G_L1: 3.699 D_real: 0.001 D_fake: 0.012 +(epoch: 70, iters: 4496, time: 0.406, data: 0.020) G_GAN: 4.977 G_L1: 8.788 D_real: 0.000 D_fake: 0.056 +(epoch: 70, iters: 4596, time: 0.300, data: 0.019) G_GAN: 5.864 G_L1: 5.792 D_real: 0.000 D_fake: 0.236 +(epoch: 70, iters: 4696, time: 0.293, data: 0.019) G_GAN: 3.910 G_L1: 4.067 D_real: 0.000 D_fake: 0.413 +(epoch: 70, iters: 4796, time: 0.301, data: 0.018) G_GAN: 7.254 G_L1: 9.976 D_real: 0.002 D_fake: 0.066 +(epoch: 70, iters: 4896, time: 0.549, data: 0.021) G_GAN: 5.070 G_L1: 4.897 D_real: 0.000 D_fake: 0.045 +(epoch: 70, iters: 4996, time: 0.294, data: 0.019) G_GAN: 6.446 G_L1: 5.660 D_real: 0.000 D_fake: 0.021 +(epoch: 70, iters: 5096, time: 0.295, data: 0.018) G_GAN: 6.400 G_L1: 4.942 D_real: 0.000 D_fake: 0.099 +(epoch: 70, iters: 5196, time: 0.310, data: 0.019) G_GAN: 6.462 G_L1: 8.110 D_real: 0.000 D_fake: 0.047 +(epoch: 70, iters: 5296, time: 0.416, data: 0.018) G_GAN: 5.418 G_L1: 7.071 D_real: 0.000 D_fake: 0.063 +(epoch: 70, iters: 5396, time: 0.302, data: 0.018) G_GAN: 3.669 G_L1: 5.106 D_real: 0.000 D_fake: 0.271 +(epoch: 70, iters: 5496, time: 0.291, data: 0.018) G_GAN: 6.211 G_L1: 4.120 D_real: 0.022 D_fake: 0.013 +(epoch: 70, iters: 5596, time: 0.301, data: 0.017) G_GAN: 4.529 G_L1: 4.473 D_real: 0.000 D_fake: 0.280 +(epoch: 70, iters: 5696, time: 0.413, data: 0.019) G_GAN: 4.279 G_L1: 6.896 D_real: 0.007 D_fake: 0.119 +(epoch: 70, iters: 5796, time: 0.302, data: 0.019) G_GAN: 6.994 G_L1: 7.537 D_real: 0.000 D_fake: 0.283 +(epoch: 70, iters: 5896, time: 0.302, data: 0.019) G_GAN: 4.405 G_L1: 4.285 D_real: 0.000 D_fake: 0.035 +(epoch: 70, iters: 5996, time: 0.284, data: 0.021) G_GAN: 4.266 G_L1: 7.398 D_real: 0.000 D_fake: 0.134 +(epoch: 70, iters: 6096, time: 0.412, data: 0.016) G_GAN: 5.514 G_L1: 5.008 D_real: 0.000 D_fake: 0.038 +(epoch: 70, iters: 6196, time: 0.304, data: 0.020) G_GAN: 4.594 G_L1: 4.483 D_real: 0.000 D_fake: 0.063 +(epoch: 70, iters: 6296, time: 0.298, data: 0.020) G_GAN: 4.868 G_L1: 4.085 D_real: 0.000 D_fake: 0.183 +(epoch: 70, iters: 6396, time: 0.300, data: 0.019) G_GAN: 8.509 G_L1: 8.518 D_real: 0.000 D_fake: 1.458 +(epoch: 70, iters: 6496, time: 0.423, data: 0.020) G_GAN: 5.361 G_L1: 4.265 D_real: 0.000 D_fake: 0.040 +(epoch: 70, iters: 6596, time: 0.304, data: 0.018) G_GAN: 3.809 G_L1: 3.593 D_real: 0.000 D_fake: 0.206 +(epoch: 70, iters: 6696, time: 0.304, data: 0.019) G_GAN: 3.826 G_L1: 4.383 D_real: 0.000 D_fake: 0.160 +(epoch: 70, iters: 6796, time: 0.289, data: 0.020) G_GAN: 4.127 G_L1: 6.688 D_real: 0.000 D_fake: 0.032 +(epoch: 70, iters: 6896, time: 0.569, data: 0.019) G_GAN: 7.289 G_L1: 4.539 D_real: 0.000 D_fake: 0.021 +(epoch: 70, iters: 6996, time: 0.305, data: 0.018) G_GAN: 3.931 G_L1: 4.946 D_real: 0.001 D_fake: 0.199 +(epoch: 70, iters: 7096, time: 0.296, data: 0.020) G_GAN: 4.616 G_L1: 4.101 D_real: 0.000 D_fake: 0.048 +(epoch: 70, iters: 7196, time: 0.299, data: 0.018) G_GAN: 5.607 G_L1: 5.080 D_real: 0.000 D_fake: 0.044 +(epoch: 70, iters: 7296, time: 0.417, data: 0.018) G_GAN: 6.226 G_L1: 8.715 D_real: 0.000 D_fake: 0.189 +(epoch: 70, iters: 7396, time: 0.301, data: 0.019) G_GAN: 4.290 G_L1: 4.066 D_real: 0.000 D_fake: 0.117 +(epoch: 70, iters: 7496, time: 0.299, data: 0.019) G_GAN: 5.090 G_L1: 5.692 D_real: 0.001 D_fake: 0.101 +(epoch: 70, iters: 7596, time: 0.293, data: 0.020) G_GAN: 4.417 G_L1: 7.180 D_real: 0.000 D_fake: 0.124 +(epoch: 70, iters: 7696, time: 0.414, data: 0.024) G_GAN: 3.117 G_L1: 3.877 D_real: 0.000 D_fake: 0.044 +(epoch: 70, iters: 7796, time: 0.304, data: 0.018) G_GAN: 4.826 G_L1: 7.835 D_real: 0.000 D_fake: 0.056 +(epoch: 70, iters: 7896, time: 0.294, data: 0.019) G_GAN: 3.649 G_L1: 4.446 D_real: 0.000 D_fake: 0.083 +(epoch: 70, iters: 7996, time: 0.301, data: 0.019) G_GAN: 3.781 G_L1: 3.825 D_real: 0.000 D_fake: 0.153 +(epoch: 70, iters: 8096, time: 0.386, data: 0.018) G_GAN: 3.333 G_L1: 7.887 D_real: 0.000 D_fake: 0.451 +(epoch: 70, iters: 8196, time: 0.301, data: 0.018) G_GAN: 2.780 G_L1: 3.560 D_real: 0.000 D_fake: 0.165 +(epoch: 70, iters: 8296, time: 0.301, data: 0.018) G_GAN: 3.276 G_L1: 4.649 D_real: 0.000 D_fake: 0.162 +(epoch: 70, iters: 8396, time: 0.302, data: 0.018) G_GAN: 5.194 G_L1: 3.607 D_real: 0.000 D_fake: 0.039 +(epoch: 70, iters: 8496, time: 0.412, data: 0.019) G_GAN: 4.725 G_L1: 4.782 D_real: 0.000 D_fake: 0.082 +(epoch: 70, iters: 8596, time: 0.285, data: 0.019) G_GAN: 3.148 G_L1: 3.697 D_real: 0.000 D_fake: 0.175 +(epoch: 70, iters: 8696, time: 0.303, data: 0.018) G_GAN: 3.292 G_L1: 9.242 D_real: 0.000 D_fake: 0.094 +(epoch: 70, iters: 8796, time: 0.303, data: 0.018) G_GAN: 3.334 G_L1: 4.708 D_real: 0.033 D_fake: 0.116 +(epoch: 70, iters: 8896, time: 0.547, data: 0.020) G_GAN: 3.394 G_L1: 4.568 D_real: 0.000 D_fake: 0.579 +(epoch: 70, iters: 8996, time: 0.304, data: 0.020) G_GAN: 2.405 G_L1: 5.147 D_real: 0.000 D_fake: 0.281 +(epoch: 70, iters: 9096, time: 0.291, data: 0.019) G_GAN: 4.214 G_L1: 4.397 D_real: 0.000 D_fake: 0.068 +(epoch: 70, iters: 9196, time: 0.294, data: 0.017) G_GAN: 2.418 G_L1: 4.576 D_real: 0.000 D_fake: 0.735 +(epoch: 70, iters: 9296, time: 0.425, data: 0.018) G_GAN: 2.400 G_L1: 5.592 D_real: 0.000 D_fake: 1.192 +(epoch: 70, iters: 9396, time: 0.298, data: 0.019) G_GAN: 5.027 G_L1: 8.200 D_real: 0.005 D_fake: 0.039 +(epoch: 70, iters: 9496, time: 0.291, data: 0.018) G_GAN: 3.831 G_L1: 6.285 D_real: 0.093 D_fake: 0.223 +(epoch: 70, iters: 9596, time: 0.307, data: 0.019) G_GAN: 2.324 G_L1: 4.629 D_real: 0.000 D_fake: 0.308 +(epoch: 70, iters: 9696, time: 0.411, data: 0.019) G_GAN: 2.044 G_L1: 4.534 D_real: 0.000 D_fake: 0.402 +(epoch: 70, iters: 9796, time: 0.296, data: 0.019) G_GAN: 2.429 G_L1: 5.240 D_real: 0.000 D_fake: 0.340 +(epoch: 70, iters: 9896, time: 0.299, data: 0.023) G_GAN: 4.513 G_L1: 7.128 D_real: 0.000 D_fake: 0.045 +(epoch: 70, iters: 9996, time: 0.302, data: 0.020) G_GAN: 3.009 G_L1: 4.372 D_real: 0.000 D_fake: 0.316 +(epoch: 70, iters: 10096, time: 0.419, data: 0.018) G_GAN: 2.373 G_L1: 4.781 D_real: 0.000 D_fake: 0.215 +(epoch: 70, iters: 10196, time: 0.301, data: 0.020) G_GAN: 3.386 G_L1: 7.442 D_real: 0.000 D_fake: 0.885 +(epoch: 70, iters: 10296, time: 0.304, data: 0.021) G_GAN: 3.244 G_L1: 4.317 D_real: 0.000 D_fake: 0.325 +(epoch: 70, iters: 10396, time: 0.310, data: 0.019) G_GAN: 2.858 G_L1: 5.310 D_real: 0.000 D_fake: 0.699 +(epoch: 70, iters: 10496, time: 0.419, data: 0.019) G_GAN: 1.344 G_L1: 3.120 D_real: 0.005 D_fake: 0.140 +(epoch: 70, iters: 10596, time: 0.296, data: 0.019) G_GAN: 2.035 G_L1: 4.103 D_real: 0.004 D_fake: 0.092 +(epoch: 70, iters: 10696, time: 0.282, data: 0.018) G_GAN: 5.982 G_L1: 8.201 D_real: 0.000 D_fake: 1.012 +(epoch: 70, iters: 10796, time: 0.304, data: 0.022) G_GAN: 4.051 G_L1: 4.367 D_real: 0.001 D_fake: 0.117 +(epoch: 70, iters: 10896, time: 0.558, data: 0.019) G_GAN: 2.298 G_L1: 3.889 D_real: 0.000 D_fake: 0.224 +(epoch: 70, iters: 10996, time: 0.297, data: 0.018) G_GAN: 2.255 G_L1: 3.710 D_real: 0.000 D_fake: 0.510 +(epoch: 70, iters: 11096, time: 0.299, data: 0.018) G_GAN: 3.025 G_L1: 3.284 D_real: 0.000 D_fake: 0.244 +(epoch: 70, iters: 11196, time: 0.303, data: 0.019) G_GAN: 2.295 G_L1: 4.641 D_real: 0.000 D_fake: 0.689 +(epoch: 70, iters: 11296, time: 0.419, data: 0.020) G_GAN: 3.557 G_L1: 4.729 D_real: 0.000 D_fake: 0.235 +(epoch: 70, iters: 11396, time: 0.301, data: 0.019) G_GAN: 2.604 G_L1: 4.400 D_real: 0.000 D_fake: 0.846 +(epoch: 70, iters: 11496, time: 0.302, data: 0.019) G_GAN: 2.209 G_L1: 4.800 D_real: 0.000 D_fake: 0.713 +(epoch: 70, iters: 11596, time: 0.301, data: 0.020) G_GAN: 1.833 G_L1: 4.480 D_real: 0.000 D_fake: 0.489 +(epoch: 70, iters: 11696, time: 0.387, data: 0.019) G_GAN: 1.746 G_L1: 2.996 D_real: 0.003 D_fake: 0.209 +(epoch: 70, iters: 11796, time: 0.300, data: 0.018) G_GAN: 3.466 G_L1: 3.705 D_real: 0.006 D_fake: 0.152 +(epoch: 70, iters: 11896, time: 0.305, data: 0.017) G_GAN: 2.186 G_L1: 5.160 D_real: 0.000 D_fake: 0.401 +(epoch: 70, iters: 11996, time: 0.297, data: 0.018) G_GAN: 2.679 G_L1: 4.941 D_real: 0.000 D_fake: 0.275 +(epoch: 70, iters: 12096, time: 0.424, data: 0.018) G_GAN: 2.565 G_L1: 5.342 D_real: 0.001 D_fake: 0.401 +(epoch: 70, iters: 12196, time: 0.298, data: 0.019) G_GAN: 2.359 G_L1: 4.247 D_real: 0.029 D_fake: 0.394 +(epoch: 70, iters: 12296, time: 0.293, data: 0.017) G_GAN: 2.893 G_L1: 5.486 D_real: 0.000 D_fake: 0.203 +(epoch: 70, iters: 12396, time: 0.299, data: 0.020) G_GAN: 2.797 G_L1: 5.180 D_real: 0.000 D_fake: 0.327 +(epoch: 70, iters: 12496, time: 0.412, data: 0.018) G_GAN: 2.752 G_L1: 3.820 D_real: 0.001 D_fake: 0.301 +(epoch: 70, iters: 12596, time: 0.301, data: 0.020) G_GAN: 2.145 G_L1: 4.608 D_real: 0.000 D_fake: 0.226 +(epoch: 70, iters: 12696, time: 0.299, data: 0.018) G_GAN: 2.135 G_L1: 6.173 D_real: 0.000 D_fake: 0.379 +(epoch: 70, iters: 12796, time: 0.297, data: 0.018) G_GAN: 2.625 G_L1: 7.158 D_real: 0.000 D_fake: 0.473 +(epoch: 70, iters: 12896, time: 0.581, data: 0.019) G_GAN: 3.214 G_L1: 8.390 D_real: 0.001 D_fake: 0.145 +(epoch: 70, iters: 12996, time: 0.297, data: 0.017) G_GAN: 4.539 G_L1: 5.181 D_real: 0.002 D_fake: 0.208 +(epoch: 70, iters: 13096, time: 0.301, data: 0.020) G_GAN: 3.609 G_L1: 4.968 D_real: 0.000 D_fake: 0.122 +(epoch: 70, iters: 13196, time: 0.288, data: 0.018) G_GAN: 2.102 G_L1: 4.599 D_real: 0.000 D_fake: 0.243 +(epoch: 70, iters: 13296, time: 0.385, data: 0.018) G_GAN: 1.908 G_L1: 3.691 D_real: 0.000 D_fake: 0.563 +(epoch: 70, iters: 13396, time: 0.289, data: 0.022) G_GAN: 3.403 G_L1: 4.494 D_real: 0.000 D_fake: 0.177 +(epoch: 70, iters: 13496, time: 0.294, data: 0.018) G_GAN: 2.999 G_L1: 5.768 D_real: 0.000 D_fake: 0.085 +(epoch: 70, iters: 13596, time: 0.294, data: 0.018) G_GAN: 2.610 G_L1: 4.856 D_real: 0.000 D_fake: 0.403 +(epoch: 70, iters: 13696, time: 0.403, data: 0.019) G_GAN: 1.856 G_L1: 6.341 D_real: 0.006 D_fake: 0.105 +(epoch: 70, iters: 13796, time: 0.297, data: 0.017) G_GAN: 2.969 G_L1: 9.161 D_real: 0.000 D_fake: 0.283 +(epoch: 70, iters: 13896, time: 0.296, data: 0.020) G_GAN: 2.504 G_L1: 5.231 D_real: 0.003 D_fake: 0.141 +(epoch: 70, iters: 13996, time: 0.293, data: 0.019) G_GAN: 3.636 G_L1: 5.509 D_real: 0.000 D_fake: 0.101 +(epoch: 70, iters: 14096, time: 0.412, data: 0.018) G_GAN: 2.609 G_L1: 4.142 D_real: 0.000 D_fake: 0.277 +(epoch: 70, iters: 14196, time: 0.290, data: 0.018) G_GAN: 2.617 G_L1: 4.320 D_real: 0.001 D_fake: 0.295 +(epoch: 70, iters: 14296, time: 0.288, data: 0.017) G_GAN: 2.139 G_L1: 4.786 D_real: 0.074 D_fake: 0.510 +(epoch: 70, iters: 14396, time: 0.294, data: 0.018) G_GAN: 2.013 G_L1: 4.217 D_real: 0.001 D_fake: 0.848 +(epoch: 70, iters: 14496, time: 0.365, data: 0.019) G_GAN: 3.954 G_L1: 5.554 D_real: 0.000 D_fake: 0.610 +(epoch: 70, iters: 14596, time: 0.293, data: 0.016) G_GAN: 3.362 G_L1: 5.863 D_real: 0.000 D_fake: 0.191 +(epoch: 70, iters: 14696, time: 0.285, data: 0.017) G_GAN: 4.773 G_L1: 5.247 D_real: 0.000 D_fake: 0.053 +(epoch: 70, iters: 14796, time: 0.295, data: 0.016) G_GAN: 3.146 G_L1: 6.908 D_real: 0.059 D_fake: 0.149 +(epoch: 70, iters: 14896, time: 0.623, data: 0.017) G_GAN: 2.383 G_L1: 4.645 D_real: 0.004 D_fake: 0.239 +(epoch: 70, iters: 14996, time: 0.300, data: 0.017) G_GAN: 2.135 G_L1: 4.995 D_real: 0.002 D_fake: 0.409 +(epoch: 70, iters: 15096, time: 0.295, data: 0.023) G_GAN: 4.052 G_L1: 9.032 D_real: 0.000 D_fake: 1.505 +(epoch: 70, iters: 15196, time: 0.283, data: 0.021) G_GAN: 5.568 G_L1: 5.670 D_real: 0.000 D_fake: 0.011 +(epoch: 70, iters: 15296, time: 0.399, data: 0.018) G_GAN: 3.499 G_L1: 7.382 D_real: 0.003 D_fake: 1.455 +(epoch: 70, iters: 15396, time: 0.286, data: 0.019) G_GAN: 2.192 G_L1: 3.422 D_real: 0.004 D_fake: 0.361 +(epoch: 70, iters: 15496, time: 0.301, data: 0.017) G_GAN: 2.942 G_L1: 4.312 D_real: 0.000 D_fake: 0.138 +(epoch: 70, iters: 15596, time: 0.296, data: 0.019) G_GAN: 1.621 G_L1: 6.149 D_real: 0.000 D_fake: 1.368 +(epoch: 70, iters: 15696, time: 0.416, data: 0.021) G_GAN: 3.338 G_L1: 4.159 D_real: 0.000 D_fake: 0.117 +(epoch: 70, iters: 15796, time: 0.293, data: 0.018) G_GAN: 2.946 G_L1: 5.413 D_real: 0.000 D_fake: 0.303 +(epoch: 70, iters: 15896, time: 0.297, data: 0.020) G_GAN: 1.297 G_L1: 6.773 D_real: 0.001 D_fake: 0.858 +(epoch: 70, iters: 15996, time: 0.274, data: 0.020) G_GAN: 2.645 G_L1: 4.970 D_real: 0.000 D_fake: 0.172 +(epoch: 70, iters: 16096, time: 0.422, data: 0.016) G_GAN: 3.849 G_L1: 5.390 D_real: 0.002 D_fake: 0.111 +(epoch: 70, iters: 16196, time: 0.289, data: 0.018) G_GAN: 2.707 G_L1: 4.562 D_real: 0.000 D_fake: 0.114 +(epoch: 70, iters: 16296, time: 0.295, data: 0.019) G_GAN: 1.433 G_L1: 3.231 D_real: 0.000 D_fake: 0.766 +(epoch: 70, iters: 16396, time: 0.298, data: 0.018) G_GAN: 3.880 G_L1: 4.298 D_real: 0.002 D_fake: 0.060 +(epoch: 70, iters: 16496, time: 0.417, data: 0.019) G_GAN: 2.163 G_L1: 3.701 D_real: 0.002 D_fake: 0.357 +(epoch: 70, iters: 16596, time: 0.284, data: 0.019) G_GAN: 1.505 G_L1: 4.602 D_real: 0.000 D_fake: 0.750 +(epoch: 70, iters: 16696, time: 0.289, data: 0.017) G_GAN: 1.929 G_L1: 6.808 D_real: 0.001 D_fake: 0.694 +(epoch: 70, iters: 16796, time: 0.301, data: 0.018) G_GAN: 2.194 G_L1: 4.527 D_real: 0.003 D_fake: 0.206 +(epoch: 70, iters: 16896, time: 0.585, data: 0.018) G_GAN: 3.533 G_L1: 4.512 D_real: 0.000 D_fake: 0.142 +(epoch: 70, iters: 16996, time: 0.268, data: 0.014) G_GAN: 4.797 G_L1: 6.622 D_real: 0.000 D_fake: 0.085 +(epoch: 70, iters: 17096, time: 0.293, data: 0.015) G_GAN: 2.720 G_L1: 5.107 D_real: 0.001 D_fake: 0.447 +(epoch: 70, iters: 17196, time: 0.284, data: 0.017) G_GAN: 1.790 G_L1: 4.818 D_real: 0.000 D_fake: 0.807 +(epoch: 70, iters: 17296, time: 0.393, data: 0.017) G_GAN: 2.911 G_L1: 6.611 D_real: 0.000 D_fake: 0.280 +(epoch: 70, iters: 17396, time: 0.282, data: 0.016) G_GAN: 2.141 G_L1: 5.908 D_real: 0.000 D_fake: 0.446 +(epoch: 70, iters: 17496, time: 0.296, data: 0.018) G_GAN: 2.529 G_L1: 6.366 D_real: 0.000 D_fake: 0.333 +(epoch: 70, iters: 17596, time: 0.305, data: 0.019) G_GAN: 1.815 G_L1: 7.200 D_real: 0.000 D_fake: 0.555 +(epoch: 70, iters: 17696, time: 0.402, data: 0.018) G_GAN: 2.243 G_L1: 3.762 D_real: 0.001 D_fake: 0.176 +(epoch: 70, iters: 17796, time: 0.289, data: 0.019) G_GAN: 2.571 G_L1: 4.070 D_real: 0.000 D_fake: 0.192 +(epoch: 70, iters: 17896, time: 0.295, data: 0.019) G_GAN: 2.695 G_L1: 5.082 D_real: 0.010 D_fake: 0.257 +(epoch: 70, iters: 17996, time: 0.286, data: 0.017) G_GAN: 1.560 G_L1: 4.243 D_real: 0.002 D_fake: 0.410 +(epoch: 70, iters: 18096, time: 0.386, data: 0.019) G_GAN: 2.095 G_L1: 3.798 D_real: 0.000 D_fake: 0.236 +(epoch: 70, iters: 18196, time: 0.296, data: 0.020) G_GAN: 2.010 G_L1: 4.855 D_real: 0.000 D_fake: 0.451 +(epoch: 70, iters: 18296, time: 0.298, data: 0.018) G_GAN: 2.252 G_L1: 5.490 D_real: 0.000 D_fake: 0.505 +(epoch: 70, iters: 18396, time: 0.297, data: 0.018) G_GAN: 3.565 G_L1: 6.380 D_real: 0.001 D_fake: 0.120 +(epoch: 70, iters: 18496, time: 0.416, data: 0.017) G_GAN: 3.738 G_L1: 4.387 D_real: 0.003 D_fake: 0.067 +(epoch: 70, iters: 18596, time: 0.284, data: 0.018) G_GAN: 2.195 G_L1: 7.526 D_real: 0.003 D_fake: 0.249 +(epoch: 70, iters: 18696, time: 0.299, data: 0.017) G_GAN: 1.976 G_L1: 4.976 D_real: 0.000 D_fake: 0.522 +(epoch: 70, iters: 18796, time: 0.276, data: 0.018) G_GAN: 2.557 G_L1: 4.647 D_real: 0.000 D_fake: 0.174 +(epoch: 70, iters: 18896, time: 0.594, data: 0.015) G_GAN: 1.675 G_L1: 4.209 D_real: 0.000 D_fake: 0.768 +(epoch: 70, iters: 18996, time: 0.286, data: 0.019) G_GAN: 1.867 G_L1: 4.721 D_real: 0.000 D_fake: 0.504 +(epoch: 70, iters: 19096, time: 0.304, data: 0.018) G_GAN: 1.008 G_L1: 3.259 D_real: 0.001 D_fake: 0.795 +(epoch: 70, iters: 19196, time: 0.290, data: 0.019) G_GAN: 1.088 G_L1: 5.716 D_real: 0.001 D_fake: 1.318 +(epoch: 70, iters: 19296, time: 0.421, data: 0.017) G_GAN: 1.505 G_L1: 4.017 D_real: 0.001 D_fake: 0.694 +(epoch: 70, iters: 19396, time: 0.292, data: 0.020) G_GAN: 2.241 G_L1: 5.233 D_real: 0.000 D_fake: 0.288 +(epoch: 70, iters: 19496, time: 0.290, data: 0.019) G_GAN: 2.950 G_L1: 6.691 D_real: 0.002 D_fake: 0.163 +(epoch: 70, iters: 19596, time: 0.303, data: 0.017) G_GAN: 2.336 G_L1: 3.821 D_real: 0.001 D_fake: 0.542 +(epoch: 70, iters: 19696, time: 0.424, data: 0.018) G_GAN: 2.511 G_L1: 6.235 D_real: 0.000 D_fake: 0.390 +(epoch: 70, iters: 19796, time: 0.304, data: 0.020) G_GAN: 1.986 G_L1: 3.790 D_real: 0.008 D_fake: 0.567 +(epoch: 70, iters: 19896, time: 0.304, data: 0.018) G_GAN: 2.320 G_L1: 4.711 D_real: 0.000 D_fake: 0.585 +(epoch: 70, iters: 19996, time: 0.307, data: 0.020) G_GAN: 1.947 G_L1: 3.801 D_real: 0.000 D_fake: 0.549 +(epoch: 70, iters: 20096, time: 0.416, data: 0.019) G_GAN: 1.517 G_L1: 3.399 D_real: 0.000 D_fake: 0.686 +(epoch: 70, iters: 20196, time: 0.302, data: 0.019) G_GAN: 2.305 G_L1: 4.239 D_real: 0.002 D_fake: 0.251 +(epoch: 70, iters: 20296, time: 0.301, data: 0.022) G_GAN: 1.641 G_L1: 4.047 D_real: 0.000 D_fake: 0.713 +(epoch: 70, iters: 20396, time: 0.294, data: 0.019) G_GAN: 2.112 G_L1: 5.020 D_real: 0.011 D_fake: 0.386 +(epoch: 70, iters: 20496, time: 0.414, data: 0.017) G_GAN: 1.701 G_L1: 4.079 D_real: 0.000 D_fake: 0.360 +(epoch: 70, iters: 20596, time: 0.294, data: 0.018) G_GAN: 1.847 G_L1: 5.411 D_real: 0.002 D_fake: 0.999 +(epoch: 70, iters: 20696, time: 0.303, data: 0.018) G_GAN: 1.675 G_L1: 3.249 D_real: 0.001 D_fake: 0.332 +(epoch: 70, iters: 20796, time: 0.300, data: 0.019) G_GAN: 2.138 G_L1: 3.783 D_real: 0.003 D_fake: 0.381 +(epoch: 70, iters: 20896, time: 0.582, data: 0.020) G_GAN: 1.643 G_L1: 3.832 D_real: 0.000 D_fake: 0.504 +(epoch: 70, iters: 20996, time: 0.297, data: 0.016) G_GAN: 2.071 G_L1: 4.725 D_real: 0.000 D_fake: 0.659 +(epoch: 70, iters: 21096, time: 0.291, data: 0.021) G_GAN: 2.374 G_L1: 4.582 D_real: 0.000 D_fake: 0.452 +(epoch: 70, iters: 21196, time: 0.294, data: 0.018) G_GAN: 1.940 G_L1: 4.619 D_real: 0.000 D_fake: 0.315 +(epoch: 70, iters: 21296, time: 0.429, data: 0.017) G_GAN: 1.822 G_L1: 4.051 D_real: 0.001 D_fake: 0.399 +(epoch: 70, iters: 21396, time: 0.296, data: 0.019) G_GAN: 1.136 G_L1: 4.815 D_real: 0.000 D_fake: 0.667 +(epoch: 70, iters: 21496, time: 0.301, data: 0.018) G_GAN: 2.295 G_L1: 3.776 D_real: 0.000 D_fake: 0.233 +(epoch: 70, iters: 21596, time: 0.310, data: 0.019) G_GAN: 1.592 G_L1: 3.909 D_real: 0.000 D_fake: 0.495 +(epoch: 70, iters: 21696, time: 0.388, data: 0.017) G_GAN: 1.411 G_L1: 3.904 D_real: 0.001 D_fake: 0.572 +(epoch: 70, iters: 21796, time: 0.304, data: 0.019) G_GAN: 1.517 G_L1: 4.039 D_real: 0.001 D_fake: 0.364 +(epoch: 70, iters: 21896, time: 0.297, data: 0.018) G_GAN: 1.150 G_L1: 3.698 D_real: 0.001 D_fake: 0.785 +(epoch: 70, iters: 21996, time: 0.305, data: 0.019) G_GAN: 1.646 G_L1: 2.929 D_real: 0.002 D_fake: 0.412 +(epoch: 70, iters: 22096, time: 0.419, data: 0.019) G_GAN: 2.109 G_L1: 5.200 D_real: 0.000 D_fake: 0.345 +(epoch: 70, iters: 22196, time: 0.294, data: 0.018) G_GAN: 1.707 G_L1: 4.436 D_real: 0.000 D_fake: 0.702 +(epoch: 70, iters: 22296, time: 0.291, data: 0.018) G_GAN: 3.193 G_L1: 4.930 D_real: 0.000 D_fake: 0.080 +(epoch: 70, iters: 22396, time: 0.303, data: 0.019) G_GAN: 1.908 G_L1: 5.483 D_real: 0.011 D_fake: 0.507 +(epoch: 70, iters: 22496, time: 0.401, data: 0.019) G_GAN: 1.749 G_L1: 5.203 D_real: 0.000 D_fake: 0.416 +(epoch: 70, iters: 22596, time: 0.286, data: 0.019) G_GAN: 1.583 G_L1: 4.647 D_real: 0.000 D_fake: 0.542 +(epoch: 70, iters: 22696, time: 0.292, data: 0.016) G_GAN: 2.776 G_L1: 7.406 D_real: 0.003 D_fake: 0.174 +(epoch: 70, iters: 22796, time: 0.300, data: 0.019) G_GAN: 2.033 G_L1: 4.132 D_real: 0.000 D_fake: 0.420 +(epoch: 70, iters: 22896, time: 0.602, data: 0.019) G_GAN: 1.928 G_L1: 5.207 D_real: 0.000 D_fake: 0.666 +(epoch: 70, iters: 22996, time: 0.290, data: 0.019) G_GAN: 2.140 G_L1: 4.070 D_real: 0.001 D_fake: 0.506 +(epoch: 70, iters: 23096, time: 0.286, data: 0.020) G_GAN: 1.940 G_L1: 5.068 D_real: 0.000 D_fake: 0.297 +(epoch: 70, iters: 23196, time: 0.300, data: 0.016) G_GAN: 1.354 G_L1: 4.226 D_real: 0.001 D_fake: 0.523 +(epoch: 70, iters: 23296, time: 0.391, data: 0.019) G_GAN: 1.858 G_L1: 5.381 D_real: 0.000 D_fake: 0.327 +(epoch: 70, iters: 23396, time: 0.308, data: 0.018) G_GAN: 2.019 G_L1: 5.583 D_real: 0.000 D_fake: 0.539 +(epoch: 70, iters: 23496, time: 0.294, data: 0.021) G_GAN: 2.472 G_L1: 7.132 D_real: 0.000 D_fake: 0.395 +(epoch: 70, iters: 23596, time: 0.300, data: 0.020) G_GAN: 3.592 G_L1: 6.774 D_real: 0.003 D_fake: 0.213 +(epoch: 70, iters: 23696, time: 0.436, data: 0.020) G_GAN: 3.688 G_L1: 7.474 D_real: 0.000 D_fake: 0.148 +(epoch: 70, iters: 23796, time: 0.309, data: 0.020) G_GAN: 1.905 G_L1: 4.566 D_real: 0.002 D_fake: 0.427 +(epoch: 70, iters: 23896, time: 0.291, data: 0.020) G_GAN: 1.758 G_L1: 5.124 D_real: 0.000 D_fake: 0.762 +(epoch: 70, iters: 23996, time: 0.307, data: 0.020) G_GAN: 1.829 G_L1: 4.581 D_real: 0.000 D_fake: 0.360 +(epoch: 70, iters: 24096, time: 0.386, data: 0.021) G_GAN: 1.490 G_L1: 5.499 D_real: 0.000 D_fake: 0.542 +(epoch: 70, iters: 24196, time: 0.289, data: 0.018) G_GAN: 1.589 G_L1: 3.941 D_real: 0.000 D_fake: 0.557 +(epoch: 70, iters: 24296, time: 0.302, data: 0.018) G_GAN: 2.469 G_L1: 5.506 D_real: 0.002 D_fake: 0.305 +(epoch: 70, iters: 24396, time: 0.295, data: 0.019) G_GAN: 1.552 G_L1: 3.822 D_real: 0.012 D_fake: 0.429 +(epoch: 70, iters: 24496, time: 0.393, data: 0.020) G_GAN: 1.524 G_L1: 4.785 D_real: 0.004 D_fake: 0.462 +(epoch: 70, iters: 24596, time: 0.292, data: 0.019) G_GAN: 2.525 G_L1: 9.668 D_real: 0.000 D_fake: 0.362 +(epoch: 70, iters: 24696, time: 0.301, data: 0.019) G_GAN: 2.870 G_L1: 6.292 D_real: 0.002 D_fake: 0.251 +(epoch: 70, iters: 24796, time: 0.301, data: 0.023) G_GAN: 1.538 G_L1: 5.856 D_real: 0.001 D_fake: 1.286 +(epoch: 70, iters: 24896, time: 0.606, data: 0.020) G_GAN: 2.192 G_L1: 5.996 D_real: 0.003 D_fake: 0.527 +(epoch: 70, iters: 24996, time: 0.299, data: 0.019) G_GAN: 1.333 G_L1: 6.480 D_real: 0.000 D_fake: 0.942 +(epoch: 70, iters: 25096, time: 0.298, data: 0.018) G_GAN: 1.530 G_L1: 4.623 D_real: 0.000 D_fake: 0.320 +(epoch: 70, iters: 25196, time: 0.301, data: 0.019) G_GAN: 1.312 G_L1: 3.915 D_real: 0.000 D_fake: 0.676 +(epoch: 70, iters: 25296, time: 0.412, data: 0.019) G_GAN: 2.697 G_L1: 3.586 D_real: 0.000 D_fake: 0.487 +(epoch: 70, iters: 25396, time: 0.299, data: 0.018) G_GAN: 2.514 G_L1: 4.332 D_real: 0.000 D_fake: 0.318 +(epoch: 70, iters: 25496, time: 0.302, data: 0.019) G_GAN: 1.729 G_L1: 4.265 D_real: 0.000 D_fake: 0.534 +(epoch: 70, iters: 25596, time: 0.293, data: 0.020) G_GAN: 1.172 G_L1: 4.476 D_real: 0.000 D_fake: 0.626 +(epoch: 70, iters: 25696, time: 0.426, data: 0.019) G_GAN: 1.800 G_L1: 4.923 D_real: 0.000 D_fake: 0.520 +(epoch: 70, iters: 25796, time: 0.299, data: 0.019) G_GAN: 1.090 G_L1: 3.376 D_real: 0.001 D_fake: 0.450 +(epoch: 70, iters: 25896, time: 0.304, data: 0.020) G_GAN: 1.217 G_L1: 9.059 D_real: 0.000 D_fake: 2.145 +(epoch: 70, iters: 25996, time: 0.295, data: 0.018) G_GAN: 1.804 G_L1: 4.988 D_real: 0.000 D_fake: 0.599 +(epoch: 70, iters: 26096, time: 0.422, data: 0.019) G_GAN: 2.340 G_L1: 3.894 D_real: 0.019 D_fake: 0.185 +(epoch: 70, iters: 26196, time: 0.299, data: 0.020) G_GAN: 1.476 G_L1: 4.700 D_real: 0.001 D_fake: 0.653 +(epoch: 70, iters: 26296, time: 0.303, data: 0.021) G_GAN: 2.196 G_L1: 3.900 D_real: 0.001 D_fake: 0.183 +(epoch: 70, iters: 26396, time: 0.302, data: 0.018) G_GAN: 2.888 G_L1: 7.977 D_real: 0.001 D_fake: 0.779 +(epoch: 70, iters: 26496, time: 0.423, data: 0.019) G_GAN: 1.657 G_L1: 4.593 D_real: 0.000 D_fake: 0.311 +(epoch: 70, iters: 26596, time: 0.291, data: 0.019) G_GAN: 1.026 G_L1: 5.267 D_real: 0.003 D_fake: 0.799 +(epoch: 70, iters: 26696, time: 0.286, data: 0.017) G_GAN: 2.325 G_L1: 5.835 D_real: 0.001 D_fake: 0.593 +(epoch: 70, iters: 26796, time: 0.298, data: 0.017) G_GAN: 1.778 G_L1: 4.515 D_real: 0.001 D_fake: 0.391 +(epoch: 70, iters: 26896, time: 0.633, data: 0.020) G_GAN: 1.663 G_L1: 4.260 D_real: 0.000 D_fake: 0.227 +(epoch: 70, iters: 26996, time: 0.303, data: 0.018) G_GAN: 2.318 G_L1: 6.775 D_real: 0.000 D_fake: 0.327 +(epoch: 70, iters: 27096, time: 0.301, data: 0.019) G_GAN: 1.786 G_L1: 4.759 D_real: 0.001 D_fake: 0.514 +(epoch: 70, iters: 27196, time: 0.303, data: 0.020) G_GAN: 1.758 G_L1: 3.950 D_real: 0.001 D_fake: 0.364 +(epoch: 70, iters: 27296, time: 0.418, data: 0.023) G_GAN: 1.402 G_L1: 5.472 D_real: 0.000 D_fake: 0.917 +(epoch: 70, iters: 27396, time: 0.306, data: 0.019) G_GAN: 1.850 G_L1: 6.611 D_real: 0.003 D_fake: 0.690 +(epoch: 70, iters: 27496, time: 0.296, data: 0.019) G_GAN: 2.303 G_L1: 5.774 D_real: 0.000 D_fake: 0.515 +(epoch: 70, iters: 27596, time: 0.303, data: 0.016) G_GAN: 0.899 G_L1: 3.368 D_real: 0.001 D_fake: 0.799 +(epoch: 70, iters: 27696, time: 0.395, data: 0.020) G_GAN: 1.297 G_L1: 4.430 D_real: 0.003 D_fake: 0.648 +(epoch: 70, iters: 27796, time: 0.302, data: 0.023) G_GAN: 1.398 G_L1: 4.352 D_real: 0.000 D_fake: 0.561 +(epoch: 70, iters: 27896, time: 0.304, data: 0.019) G_GAN: 3.413 G_L1: 3.870 D_real: 0.000 D_fake: 0.406 +(epoch: 70, iters: 27996, time: 0.296, data: 0.020) G_GAN: 1.232 G_L1: 5.292 D_real: 0.002 D_fake: 0.699 +(epoch: 70, iters: 28096, time: 0.420, data: 0.022) G_GAN: 1.695 G_L1: 8.002 D_real: 0.000 D_fake: 0.651 +(epoch: 70, iters: 28196, time: 0.303, data: 0.018) G_GAN: 1.378 G_L1: 3.960 D_real: 0.001 D_fake: 0.634 +(epoch: 70, iters: 28296, time: 0.304, data: 0.020) G_GAN: 1.604 G_L1: 4.708 D_real: 0.000 D_fake: 0.504 +(epoch: 70, iters: 28396, time: 0.304, data: 0.020) G_GAN: 1.311 G_L1: 5.142 D_real: 0.000 D_fake: 0.573 +(epoch: 70, iters: 28496, time: 0.410, data: 0.019) G_GAN: 1.393 G_L1: 4.034 D_real: 0.000 D_fake: 0.383 +(epoch: 70, iters: 28596, time: 0.296, data: 0.023) G_GAN: 3.547 G_L1: 5.241 D_real: 0.004 D_fake: 0.224 +(epoch: 70, iters: 28696, time: 0.303, data: 0.019) G_GAN: 1.144 G_L1: 4.072 D_real: 0.002 D_fake: 0.946 +(epoch: 70, iters: 28796, time: 0.301, data: 0.019) G_GAN: 2.920 G_L1: 6.679 D_real: 0.004 D_fake: 0.183 +(epoch: 70, iters: 28896, time: 0.589, data: 0.018) G_GAN: 1.301 G_L1: 4.269 D_real: 0.001 D_fake: 0.543 +(epoch: 70, iters: 28996, time: 0.300, data: 0.019) G_GAN: 1.268 G_L1: 4.614 D_real: 0.001 D_fake: 0.634 +(epoch: 70, iters: 29096, time: 0.301, data: 0.020) G_GAN: 1.125 G_L1: 5.065 D_real: 0.002 D_fake: 0.871 +(epoch: 70, iters: 29196, time: 0.303, data: 0.019) G_GAN: 2.031 G_L1: 5.766 D_real: 0.000 D_fake: 0.565 +(epoch: 70, iters: 29296, time: 0.404, data: 0.018) G_GAN: 0.974 G_L1: 4.071 D_real: 0.000 D_fake: 1.132 +(epoch: 70, iters: 29396, time: 0.288, data: 0.017) G_GAN: 1.033 G_L1: 4.609 D_real: 0.001 D_fake: 0.935 +(epoch: 70, iters: 29496, time: 0.302, data: 0.017) G_GAN: 1.462 G_L1: 4.342 D_real: 0.000 D_fake: 0.396 +(epoch: 70, iters: 29596, time: 0.294, data: 0.019) G_GAN: 2.667 G_L1: 5.618 D_real: 0.002 D_fake: 0.379 +(epoch: 70, iters: 29696, time: 0.422, data: 0.018) G_GAN: 1.614 G_L1: 5.266 D_real: 0.000 D_fake: 0.608 +(epoch: 70, iters: 29796, time: 0.286, data: 0.019) G_GAN: 1.482 G_L1: 4.223 D_real: 0.001 D_fake: 0.388 +(epoch: 70, iters: 29896, time: 0.303, data: 0.017) G_GAN: 1.754 G_L1: 8.027 D_real: 0.011 D_fake: 0.358 +(epoch: 70, iters: 29996, time: 0.302, data: 0.018) G_GAN: 1.444 G_L1: 3.931 D_real: 0.013 D_fake: 0.395 +(epoch: 70, iters: 30096, time: 0.417, data: 0.020) G_GAN: 1.616 G_L1: 4.380 D_real: 0.000 D_fake: 0.274 +(epoch: 70, iters: 30196, time: 0.297, data: 0.019) G_GAN: 1.741 G_L1: 4.308 D_real: 0.000 D_fake: 0.358 +(epoch: 70, iters: 30296, time: 0.293, data: 0.022) G_GAN: 1.049 G_L1: 4.402 D_real: 0.001 D_fake: 0.925 +(epoch: 70, iters: 30396, time: 0.304, data: 0.019) G_GAN: 2.120 G_L1: 4.935 D_real: 0.001 D_fake: 0.316 +(epoch: 70, iters: 30496, time: 0.423, data: 0.018) G_GAN: 1.383 G_L1: 5.281 D_real: 0.001 D_fake: 0.777 +(epoch: 70, iters: 30596, time: 0.301, data: 0.019) G_GAN: 1.067 G_L1: 4.599 D_real: 0.000 D_fake: 0.563 +(epoch: 70, iters: 30696, time: 0.295, data: 0.021) G_GAN: 1.437 G_L1: 4.728 D_real: 0.000 D_fake: 0.469 +(epoch: 70, iters: 30796, time: 0.294, data: 0.019) G_GAN: 1.764 G_L1: 4.257 D_real: 0.000 D_fake: 0.331 +(epoch: 70, iters: 30896, time: 0.615, data: 0.020) G_GAN: 1.271 G_L1: 5.370 D_real: 0.000 D_fake: 0.822 +(epoch: 70, iters: 30996, time: 0.304, data: 0.020) G_GAN: 1.151 G_L1: 3.706 D_real: 0.001 D_fake: 0.857 +(epoch: 70, iters: 31096, time: 0.297, data: 0.019) G_GAN: 3.611 G_L1: 5.434 D_real: 0.001 D_fake: 0.784 +(epoch: 70, iters: 31196, time: 0.296, data: 0.018) G_GAN: 1.254 G_L1: 4.527 D_real: 0.000 D_fake: 0.605 +(epoch: 70, iters: 31296, time: 0.382, data: 0.018) G_GAN: 1.795 G_L1: 4.870 D_real: 0.000 D_fake: 0.309 +(epoch: 70, iters: 31396, time: 0.302, data: 0.017) G_GAN: 1.394 G_L1: 4.879 D_real: 0.000 D_fake: 0.641 +(epoch: 70, iters: 31496, time: 0.292, data: 0.019) G_GAN: 1.265 G_L1: 3.782 D_real: 0.001 D_fake: 0.434 +(epoch: 70, iters: 31596, time: 0.301, data: 0.019) G_GAN: 1.004 G_L1: 4.160 D_real: 0.005 D_fake: 0.744 +(epoch: 70, iters: 31696, time: 0.424, data: 0.021) G_GAN: 1.303 G_L1: 5.271 D_real: 0.000 D_fake: 0.528 +(epoch: 70, iters: 31796, time: 0.296, data: 0.019) G_GAN: 1.394 G_L1: 6.528 D_real: 0.000 D_fake: 0.641 +(epoch: 70, iters: 31896, time: 0.294, data: 0.021) G_GAN: 1.224 G_L1: 4.569 D_real: 0.001 D_fake: 0.562 +(epoch: 70, iters: 31996, time: 0.304, data: 0.018) G_GAN: 1.558 G_L1: 4.459 D_real: 0.000 D_fake: 0.407 +(epoch: 70, iters: 32096, time: 0.401, data: 0.020) G_GAN: 2.182 G_L1: 7.034 D_real: 0.008 D_fake: 0.227 +(epoch: 70, iters: 32196, time: 0.301, data: 0.017) G_GAN: 1.530 G_L1: 3.933 D_real: 0.004 D_fake: 0.561 +(epoch: 70, iters: 32296, time: 0.299, data: 0.019) G_GAN: 1.344 G_L1: 5.385 D_real: 0.002 D_fake: 0.628 +(epoch: 70, iters: 32396, time: 0.297, data: 0.018) G_GAN: 1.709 G_L1: 5.980 D_real: 0.000 D_fake: 0.883 +(epoch: 70, iters: 32496, time: 0.423, data: 0.020) G_GAN: 1.236 G_L1: 3.852 D_real: 0.003 D_fake: 0.505 +(epoch: 70, iters: 32596, time: 0.297, data: 0.018) G_GAN: 1.669 G_L1: 5.520 D_real: 0.000 D_fake: 0.211 +(epoch: 70, iters: 32696, time: 0.284, data: 0.020) G_GAN: 1.517 G_L1: 5.432 D_real: 0.000 D_fake: 0.453 +(epoch: 70, iters: 32796, time: 0.300, data: 0.018) G_GAN: 1.363 G_L1: 5.422 D_real: 0.001 D_fake: 0.684 +(epoch: 70, iters: 32896, time: 0.608, data: 0.019) G_GAN: 1.783 G_L1: 4.968 D_real: 0.000 D_fake: 0.352 +(epoch: 70, iters: 32996, time: 0.302, data: 0.018) G_GAN: 1.410 G_L1: 4.108 D_real: 0.014 D_fake: 0.640 +(epoch: 70, iters: 33096, time: 0.299, data: 0.019) G_GAN: 2.559 G_L1: 5.783 D_real: 0.001 D_fake: 0.345 +(epoch: 70, iters: 33196, time: 0.303, data: 0.020) G_GAN: 1.407 G_L1: 4.351 D_real: 0.001 D_fake: 0.479 +(epoch: 70, iters: 33296, time: 0.401, data: 0.021) G_GAN: 2.663 G_L1: 5.503 D_real: 0.054 D_fake: 0.642 +(epoch: 70, iters: 33396, time: 0.301, data: 0.021) G_GAN: 1.341 G_L1: 4.173 D_real: 0.034 D_fake: 0.617 +(epoch: 70, iters: 33496, time: 0.304, data: 0.019) G_GAN: 2.059 G_L1: 5.127 D_real: 0.014 D_fake: 0.203 +(epoch: 70, iters: 33596, time: 0.294, data: 0.019) G_GAN: 2.304 G_L1: 4.196 D_real: 0.045 D_fake: 0.255 +(epoch: 70, iters: 33696, time: 0.419, data: 0.017) G_GAN: 1.799 G_L1: 4.034 D_real: 0.004 D_fake: 0.267 +(epoch: 70, iters: 33796, time: 0.306, data: 0.021) G_GAN: 3.623 G_L1: 4.453 D_real: 0.004 D_fake: 0.799 +(epoch: 70, iters: 33896, time: 0.297, data: 0.019) G_GAN: 1.928 G_L1: 5.747 D_real: 0.000 D_fake: 0.556 +(epoch: 70, iters: 33996, time: 0.306, data: 0.020) G_GAN: 2.227 G_L1: 3.971 D_real: 0.070 D_fake: 0.306 +(epoch: 70, iters: 34096, time: 0.419, data: 0.019) G_GAN: 3.012 G_L1: 3.917 D_real: 0.011 D_fake: 0.574 +(epoch: 70, iters: 34196, time: 0.285, data: 0.020) G_GAN: 3.196 G_L1: 4.616 D_real: 0.167 D_fake: 0.200 +(epoch: 70, iters: 34296, time: 0.291, data: 0.017) G_GAN: 2.526 G_L1: 5.113 D_real: 0.000 D_fake: 0.213 +(epoch: 70, iters: 34396, time: 0.294, data: 0.017) G_GAN: 2.002 G_L1: 4.747 D_real: 0.010 D_fake: 0.411 +(epoch: 70, iters: 34496, time: 0.390, data: 0.018) G_GAN: 2.517 G_L1: 4.345 D_real: 0.005 D_fake: 0.365 +(epoch: 70, iters: 34596, time: 0.302, data: 0.020) G_GAN: 4.376 G_L1: 7.069 D_real: 0.037 D_fake: 0.351 +(epoch: 70, iters: 34696, time: 0.299, data: 0.020) G_GAN: 5.411 G_L1: 13.192 D_real: 0.007 D_fake: 0.047 +(epoch: 70, iters: 34796, time: 0.303, data: 0.019) G_GAN: 2.092 G_L1: 3.981 D_real: 0.004 D_fake: 0.269 +(epoch: 70, iters: 34896, time: 0.649, data: 0.019) G_GAN: 2.302 G_L1: 5.379 D_real: 0.011 D_fake: 0.166 +(epoch: 70, iters: 34996, time: 0.290, data: 0.020) G_GAN: 2.186 G_L1: 4.958 D_real: 0.003 D_fake: 0.188 +(epoch: 70, iters: 35096, time: 0.300, data: 0.018) G_GAN: 4.029 G_L1: 8.454 D_real: 0.000 D_fake: 0.065 +(epoch: 70, iters: 35196, time: 0.305, data: 0.018) G_GAN: 2.153 G_L1: 4.513 D_real: 0.002 D_fake: 0.370 +(epoch: 70, iters: 35296, time: 0.388, data: 0.019) G_GAN: 2.490 G_L1: 5.169 D_real: 0.000 D_fake: 0.141 +(epoch: 70, iters: 35396, time: 0.303, data: 0.019) G_GAN: 2.269 G_L1: 4.453 D_real: 0.000 D_fake: 0.416 +(epoch: 70, iters: 35496, time: 0.287, data: 0.020) G_GAN: 1.988 G_L1: 4.015 D_real: 0.002 D_fake: 0.215 +(epoch: 70, iters: 35596, time: 0.305, data: 0.019) G_GAN: 2.245 G_L1: 5.233 D_real: 0.001 D_fake: 0.274 +(epoch: 70, iters: 35696, time: 0.426, data: 0.019) G_GAN: 3.078 G_L1: 4.936 D_real: 0.000 D_fake: 0.174 +(epoch: 70, iters: 35796, time: 0.301, data: 0.020) G_GAN: 1.643 G_L1: 4.202 D_real: 0.000 D_fake: 0.567 +(epoch: 70, iters: 35896, time: 0.300, data: 0.018) G_GAN: 2.377 G_L1: 4.103 D_real: 0.480 D_fake: 0.302 +(epoch: 70, iters: 35996, time: 0.290, data: 0.019) G_GAN: 4.817 G_L1: 4.825 D_real: 0.006 D_fake: 0.056 +(epoch: 70, iters: 36096, time: 0.396, data: 0.018) G_GAN: 3.807 G_L1: 3.710 D_real: 0.010 D_fake: 0.169 +(epoch: 70, iters: 36196, time: 0.303, data: 0.019) G_GAN: 3.767 G_L1: 4.278 D_real: 0.023 D_fake: 0.197 +(epoch: 70, iters: 36296, time: 0.292, data: 0.019) G_GAN: 3.749 G_L1: 4.393 D_real: 0.161 D_fake: 0.155 +(epoch: 70, iters: 36396, time: 0.296, data: 0.018) G_GAN: 2.835 G_L1: 4.536 D_real: 0.217 D_fake: 0.233 +(epoch: 70, iters: 36496, time: 0.388, data: 0.018) G_GAN: 3.923 G_L1: 4.474 D_real: 0.013 D_fake: 0.204 +(epoch: 70, iters: 36596, time: 0.302, data: 0.019) G_GAN: 3.293 G_L1: 5.052 D_real: 0.045 D_fake: 0.355 +(epoch: 70, iters: 36696, time: 0.301, data: 0.018) G_GAN: 4.689 G_L1: 4.288 D_real: 0.030 D_fake: 0.080 +(epoch: 70, iters: 36796, time: 0.303, data: 0.022) G_GAN: 3.550 G_L1: 5.061 D_real: 0.058 D_fake: 0.113 +(epoch: 70, iters: 36896, time: 0.648, data: 0.018) G_GAN: 2.618 G_L1: 3.868 D_real: 0.233 D_fake: 0.315 +(epoch: 70, iters: 36996, time: 0.302, data: 0.017) G_GAN: 2.999 G_L1: 4.068 D_real: 0.337 D_fake: 0.250 +(epoch: 70, iters: 37096, time: 0.300, data: 0.022) G_GAN: 2.394 G_L1: 3.492 D_real: 0.001 D_fake: 0.122 +(epoch: 70, iters: 37196, time: 0.300, data: 0.018) G_GAN: 2.787 G_L1: 4.633 D_real: 0.116 D_fake: 0.133 +(epoch: 70, iters: 37296, time: 0.401, data: 0.018) G_GAN: 2.995 G_L1: 5.740 D_real: 0.068 D_fake: 0.318 +(epoch: 70, iters: 37396, time: 0.303, data: 0.019) G_GAN: 2.662 G_L1: 4.868 D_real: 0.007 D_fake: 0.309 +(epoch: 70, iters: 37496, time: 0.293, data: 0.019) G_GAN: 3.139 G_L1: 3.873 D_real: 0.005 D_fake: 0.168 +(epoch: 70, iters: 37596, time: 0.304, data: 0.018) G_GAN: 3.136 G_L1: 3.687 D_real: 0.005 D_fake: 0.065 +(epoch: 70, iters: 37696, time: 0.424, data: 0.019) G_GAN: 2.543 G_L1: 3.693 D_real: 0.000 D_fake: 0.622 +(epoch: 70, iters: 37796, time: 0.301, data: 0.019) G_GAN: 2.392 G_L1: 4.860 D_real: 0.000 D_fake: 0.365 +(epoch: 70, iters: 37896, time: 0.295, data: 0.019) G_GAN: 3.399 G_L1: 4.213 D_real: 0.000 D_fake: 0.311 +(epoch: 70, iters: 37996, time: 0.306, data: 0.018) G_GAN: 2.293 G_L1: 5.810 D_real: 0.000 D_fake: 0.274 +(epoch: 70, iters: 38096, time: 0.407, data: 0.020) G_GAN: 2.573 G_L1: 5.285 D_real: 0.000 D_fake: 0.321 +(epoch: 70, iters: 38196, time: 0.306, data: 0.019) G_GAN: 2.508 G_L1: 6.613 D_real: 0.000 D_fake: 0.274 +(epoch: 70, iters: 38296, time: 0.305, data: 0.027) G_GAN: 3.109 G_L1: 4.855 D_real: 0.000 D_fake: 0.110 +(epoch: 70, iters: 38396, time: 0.297, data: 0.018) G_GAN: 1.947 G_L1: 4.735 D_real: 0.000 D_fake: 0.318 +(epoch: 70, iters: 38496, time: 0.423, data: 0.018) G_GAN: 4.628 G_L1: 6.201 D_real: 0.008 D_fake: 0.124 +(epoch: 70, iters: 38596, time: 0.296, data: 0.019) G_GAN: 4.350 G_L1: 4.019 D_real: 0.287 D_fake: 0.092 +(epoch: 70, iters: 38696, time: 0.284, data: 0.017) G_GAN: 4.148 G_L1: 5.837 D_real: 0.000 D_fake: 0.036 +(epoch: 70, iters: 38796, time: 0.293, data: 0.018) G_GAN: 4.724 G_L1: 4.868 D_real: 0.005 D_fake: 0.179 +(epoch: 70, iters: 38896, time: 0.604, data: 0.018) G_GAN: 4.438 G_L1: 3.078 D_real: 0.008 D_fake: 0.069 +(epoch: 70, iters: 38996, time: 0.285, data: 0.021) G_GAN: 4.806 G_L1: 3.881 D_real: 0.145 D_fake: 0.045 +(epoch: 70, iters: 39096, time: 0.293, data: 0.016) G_GAN: 4.773 G_L1: 4.371 D_real: 0.001 D_fake: 0.081 +(epoch: 70, iters: 39196, time: 0.294, data: 0.018) G_GAN: 4.658 G_L1: 3.850 D_real: 0.012 D_fake: 0.292 +(epoch: 70, iters: 39296, time: 0.396, data: 0.019) G_GAN: 3.924 G_L1: 3.403 D_real: 0.009 D_fake: 0.106 +(epoch: 70, iters: 39396, time: 0.291, data: 0.017) G_GAN: 4.139 G_L1: 4.597 D_real: 0.065 D_fake: 0.065 +(epoch: 70, iters: 39496, time: 0.284, data: 0.018) G_GAN: 4.278 G_L1: 3.994 D_real: 0.220 D_fake: 0.099 +(epoch: 70, iters: 39596, time: 0.293, data: 0.017) G_GAN: 3.264 G_L1: 3.334 D_real: 0.047 D_fake: 0.113 +(epoch: 70, iters: 39696, time: 0.409, data: 0.017) G_GAN: 5.241 G_L1: 6.409 D_real: 0.009 D_fake: 3.972 +(epoch: 70, iters: 39796, time: 0.298, data: 0.018) G_GAN: 3.938 G_L1: 4.558 D_real: 0.107 D_fake: 0.095 +(epoch: 70, iters: 39896, time: 0.296, data: 0.018) G_GAN: 4.083 G_L1: 3.764 D_real: 0.589 D_fake: 0.008 +(epoch: 70, iters: 39996, time: 0.274, data: 0.018) G_GAN: 3.426 G_L1: 3.785 D_real: 0.270 D_fake: 0.061 +(epoch: 70, iters: 40096, time: 0.398, data: 0.020) G_GAN: 3.728 G_L1: 3.217 D_real: 0.072 D_fake: 0.148 +(epoch: 70, iters: 40196, time: 0.291, data: 0.015) G_GAN: 4.189 G_L1: 4.558 D_real: 0.002 D_fake: 0.070 +(epoch: 70, iters: 40296, time: 0.257, data: 0.018) G_GAN: 5.467 G_L1: 7.424 D_real: 0.102 D_fake: 0.011 +(epoch: 70, iters: 40396, time: 0.291, data: 0.014) G_GAN: 4.844 G_L1: 3.814 D_real: 0.061 D_fake: 0.090 +(epoch: 70, iters: 40496, time: 0.413, data: 0.016) G_GAN: 4.600 G_L1: 3.578 D_real: 0.068 D_fake: 0.031 +(epoch: 70, iters: 40596, time: 0.289, data: 0.018) G_GAN: 4.063 G_L1: 3.479 D_real: 0.354 D_fake: 0.098 +(epoch: 70, iters: 40696, time: 0.293, data: 0.018) G_GAN: 4.722 G_L1: 3.572 D_real: 0.007 D_fake: 0.038 +(epoch: 70, iters: 40796, time: 0.278, data: 0.019) G_GAN: 3.078 G_L1: 2.833 D_real: 0.349 D_fake: 0.067 +(epoch: 70, iters: 40896, time: 0.541, data: 0.015) G_GAN: 2.786 G_L1: 2.983 D_real: 0.075 D_fake: 0.216 +(epoch: 70, iters: 40996, time: 0.297, data: 0.016) G_GAN: 3.904 G_L1: 7.798 D_real: 0.082 D_fake: 0.067 +(epoch: 70, iters: 41096, time: 0.299, data: 0.018) G_GAN: 2.766 G_L1: 2.444 D_real: 0.053 D_fake: 0.157 +(epoch: 70, iters: 41196, time: 0.277, data: 0.018) G_GAN: 5.605 G_L1: 7.714 D_real: 0.002 D_fake: 0.040 +(epoch: 70, iters: 41296, time: 0.355, data: 0.015) G_GAN: 4.724 G_L1: 4.970 D_real: 0.006 D_fake: 0.075 +(epoch: 70, iters: 41396, time: 0.302, data: 0.015) G_GAN: 3.586 G_L1: 4.645 D_real: 0.065 D_fake: 0.143 +(epoch: 70, iters: 41496, time: 0.291, data: 0.019) G_GAN: 4.795 G_L1: 4.156 D_real: 0.011 D_fake: 0.037 +(epoch: 70, iters: 41596, time: 0.290, data: 0.016) G_GAN: 3.937 G_L1: 3.232 D_real: 0.000 D_fake: 0.093 +(epoch: 70, iters: 41696, time: 0.408, data: 0.018) G_GAN: 3.562 G_L1: 2.856 D_real: 0.069 D_fake: 0.069 +(epoch: 70, iters: 41796, time: 0.293, data: 0.018) G_GAN: 3.368 G_L1: 3.855 D_real: 0.043 D_fake: 0.107 +(epoch: 70, iters: 41896, time: 0.285, data: 0.018) G_GAN: 2.457 G_L1: 3.008 D_real: 0.235 D_fake: 0.339 +(epoch: 70, iters: 41996, time: 0.295, data: 0.018) G_GAN: 4.084 G_L1: 4.398 D_real: 0.045 D_fake: 0.126 +(epoch: 70, iters: 42096, time: 0.384, data: 0.017) G_GAN: 5.449 G_L1: 3.748 D_real: 0.009 D_fake: 0.017 +(epoch: 70, iters: 42196, time: 0.291, data: 0.015) G_GAN: 5.197 G_L1: 4.353 D_real: 0.005 D_fake: 0.057 +(epoch: 70, iters: 42296, time: 0.291, data: 0.017) G_GAN: 5.123 G_L1: 2.508 D_real: 0.072 D_fake: 0.015 +(epoch: 70, iters: 42396, time: 0.280, data: 0.016) G_GAN: 2.972 G_L1: 3.620 D_real: 0.267 D_fake: 0.225 +(epoch: 70, iters: 42496, time: 0.375, data: 0.015) G_GAN: 3.764 G_L1: 3.678 D_real: 0.193 D_fake: 0.064 +(epoch: 70, iters: 42596, time: 0.290, data: 0.014) G_GAN: 4.142 G_L1: 2.828 D_real: 0.063 D_fake: 0.151 +(epoch: 70, iters: 42696, time: 0.279, data: 0.017) G_GAN: 5.185 G_L1: 5.853 D_real: 0.002 D_fake: 0.101 +(epoch: 70, iters: 42796, time: 0.291, data: 0.016) G_GAN: 3.533 G_L1: 2.293 D_real: 0.253 D_fake: 0.109 +(epoch: 70, iters: 42896, time: 0.594, data: 0.017) G_GAN: 3.443 G_L1: 4.010 D_real: 0.003 D_fake: 0.278 +(epoch: 70, iters: 42996, time: 0.276, data: 0.018) G_GAN: 5.128 G_L1: 4.795 D_real: 0.095 D_fake: 0.019 +(epoch: 70, iters: 43096, time: 0.293, data: 0.015) G_GAN: 2.370 G_L1: 3.218 D_real: 0.249 D_fake: 0.103 +(epoch: 70, iters: 43196, time: 0.282, data: 0.017) G_GAN: 3.639 G_L1: 2.765 D_real: 0.269 D_fake: 0.082 +(epoch: 70, iters: 43296, time: 0.415, data: 0.018) G_GAN: 4.455 G_L1: 4.598 D_real: 0.094 D_fake: 0.065 +(epoch: 70, iters: 43396, time: 0.288, data: 0.017) G_GAN: 3.816 G_L1: 4.119 D_real: 0.017 D_fake: 0.060 +(epoch: 70, iters: 43496, time: 0.291, data: 0.019) G_GAN: 4.595 G_L1: 4.147 D_real: 0.052 D_fake: 0.069 +(epoch: 70, iters: 43596, time: 0.302, data: 0.018) G_GAN: 4.077 G_L1: 3.659 D_real: 0.003 D_fake: 0.063 +(epoch: 70, iters: 43696, time: 0.397, data: 0.017) G_GAN: 4.046 G_L1: 4.307 D_real: 0.039 D_fake: 0.157 +(epoch: 70, iters: 43796, time: 0.291, data: 0.017) G_GAN: 6.001 G_L1: 2.890 D_real: 0.047 D_fake: 0.048 +(epoch: 70, iters: 43896, time: 0.287, data: 0.019) G_GAN: 4.765 G_L1: 4.417 D_real: 0.081 D_fake: 0.058 +(epoch: 70, iters: 43996, time: 0.304, data: 0.019) G_GAN: 4.746 G_L1: 4.531 D_real: 0.056 D_fake: 0.189 +(epoch: 70, iters: 44096, time: 0.422, data: 0.019) G_GAN: 4.807 G_L1: 2.701 D_real: 0.418 D_fake: 0.015 +(epoch: 70, iters: 44196, time: 0.288, data: 0.020) G_GAN: 3.729 G_L1: 3.602 D_real: 0.009 D_fake: 0.194 +(epoch: 70, iters: 44296, time: 0.301, data: 0.019) G_GAN: 4.272 G_L1: 3.659 D_real: 0.040 D_fake: 0.047 +(epoch: 70, iters: 44396, time: 0.303, data: 0.021) G_GAN: 6.585 G_L1: 5.626 D_real: 0.007 D_fake: 0.044 +(epoch: 70, iters: 44496, time: 0.383, data: 0.019) G_GAN: 3.947 G_L1: 3.545 D_real: 0.003 D_fake: 0.158 +(epoch: 70, iters: 44596, time: 0.300, data: 0.018) G_GAN: 5.556 G_L1: 3.645 D_real: 0.034 D_fake: 0.013 +(epoch: 70, iters: 44696, time: 0.299, data: 0.019) G_GAN: 3.503 G_L1: 3.012 D_real: 0.191 D_fake: 0.060 +(epoch: 70, iters: 44796, time: 0.303, data: 0.019) G_GAN: 3.891 G_L1: 3.516 D_real: 0.017 D_fake: 0.121 +(epoch: 70, iters: 44896, time: 0.607, data: 0.019) G_GAN: 4.440 G_L1: 5.256 D_real: 0.303 D_fake: 0.183 +(epoch: 70, iters: 44996, time: 0.302, data: 0.021) G_GAN: 3.887 G_L1: 4.524 D_real: 0.168 D_fake: 0.065 +(epoch: 70, iters: 45096, time: 0.285, data: 0.021) G_GAN: 3.206 G_L1: 3.747 D_real: 0.191 D_fake: 0.200 +(epoch: 70, iters: 45196, time: 0.284, data: 0.019) G_GAN: 2.197 G_L1: 2.838 D_real: 0.666 D_fake: 0.149 +(epoch: 70, iters: 45296, time: 0.393, data: 0.018) G_GAN: 4.891 G_L1: 4.002 D_real: 0.114 D_fake: 0.085 +(epoch: 70, iters: 45396, time: 0.288, data: 0.019) G_GAN: 5.081 G_L1: 8.591 D_real: 0.029 D_fake: 0.066 +(epoch: 70, iters: 45496, time: 0.293, data: 0.017) G_GAN: 4.484 G_L1: 6.338 D_real: 0.190 D_fake: 0.028 +(epoch: 70, iters: 45596, time: 0.299, data: 0.019) G_GAN: 3.884 G_L1: 5.767 D_real: 0.011 D_fake: 0.244 +(epoch: 70, iters: 45696, time: 0.399, data: 0.018) G_GAN: 4.304 G_L1: 3.693 D_real: 0.190 D_fake: 0.056 +(epoch: 70, iters: 45796, time: 0.293, data: 0.020) G_GAN: 3.546 G_L1: 2.934 D_real: 0.244 D_fake: 0.074 +(epoch: 70, iters: 45896, time: 0.291, data: 0.021) G_GAN: 4.626 G_L1: 3.995 D_real: 0.028 D_fake: 0.046 +(epoch: 70, iters: 45996, time: 0.303, data: 0.018) G_GAN: 4.375 G_L1: 3.104 D_real: 0.119 D_fake: 0.093 +(epoch: 70, iters: 46096, time: 0.407, data: 0.030) G_GAN: 4.592 G_L1: 3.494 D_real: 0.152 D_fake: 0.021 +(epoch: 70, iters: 46196, time: 0.302, data: 0.019) G_GAN: 4.039 G_L1: 4.711 D_real: 0.056 D_fake: 0.061 +(epoch: 70, iters: 46296, time: 0.303, data: 0.020) G_GAN: 3.934 G_L1: 5.040 D_real: 0.016 D_fake: 0.363 +(epoch: 70, iters: 46396, time: 0.299, data: 0.021) G_GAN: 3.162 G_L1: 3.794 D_real: 0.458 D_fake: 0.191 +(epoch: 70, iters: 46496, time: 0.419, data: 0.019) G_GAN: 3.298 G_L1: 4.094 D_real: 0.428 D_fake: 0.080 +(epoch: 70, iters: 46596, time: 0.303, data: 0.019) G_GAN: 3.178 G_L1: 2.364 D_real: 0.188 D_fake: 0.077 +(epoch: 70, iters: 46696, time: 0.297, data: 0.021) G_GAN: 5.098 G_L1: 4.025 D_real: 0.028 D_fake: 0.030 +(epoch: 70, iters: 46796, time: 0.306, data: 0.019) G_GAN: 4.183 G_L1: 4.023 D_real: 0.018 D_fake: 0.223 +(epoch: 70, iters: 46896, time: 0.598, data: 0.020) G_GAN: 4.918 G_L1: 4.109 D_real: 0.021 D_fake: 0.024 +(epoch: 70, iters: 46996, time: 0.303, data: 0.019) G_GAN: 5.278 G_L1: 4.097 D_real: 0.003 D_fake: 0.037 +(epoch: 70, iters: 47096, time: 0.303, data: 0.023) G_GAN: 6.649 G_L1: 5.735 D_real: 0.062 D_fake: 0.006 +(epoch: 70, iters: 47196, time: 0.304, data: 0.020) G_GAN: 6.029 G_L1: 3.156 D_real: 0.001 D_fake: 0.092 +(epoch: 70, iters: 47296, time: 0.431, data: 0.019) G_GAN: 5.159 G_L1: 4.587 D_real: 0.199 D_fake: 0.011 +(epoch: 70, iters: 47396, time: 0.302, data: 0.020) G_GAN: 4.782 G_L1: 5.304 D_real: 0.013 D_fake: 0.026 +(epoch: 70, iters: 47496, time: 0.287, data: 0.022) G_GAN: 3.081 G_L1: 3.995 D_real: 0.023 D_fake: 0.145 +(epoch: 70, iters: 47596, time: 0.297, data: 0.018) G_GAN: 3.857 G_L1: 2.963 D_real: 0.093 D_fake: 0.040 +(epoch: 70, iters: 47696, time: 0.386, data: 0.019) G_GAN: 5.038 G_L1: 5.069 D_real: 0.115 D_fake: 0.037 +(epoch: 70, iters: 47796, time: 0.304, data: 0.018) G_GAN: 4.095 G_L1: 4.452 D_real: 0.100 D_fake: 0.080 +(epoch: 70, iters: 47896, time: 0.300, data: 0.019) G_GAN: 5.439 G_L1: 3.132 D_real: 0.044 D_fake: 0.025 +(epoch: 70, iters: 47996, time: 0.295, data: 0.019) G_GAN: 3.676 G_L1: 4.740 D_real: 0.071 D_fake: 0.201 +(epoch: 70, iters: 48096, time: 0.378, data: 0.019) G_GAN: 3.401 G_L1: 2.769 D_real: 0.090 D_fake: 0.240 +(epoch: 70, iters: 48196, time: 0.297, data: 0.019) G_GAN: 3.097 G_L1: 2.667 D_real: 0.038 D_fake: 0.312 +(epoch: 70, iters: 48296, time: 0.306, data: 0.019) G_GAN: 5.434 G_L1: 3.993 D_real: 0.007 D_fake: 0.098 +(epoch: 70, iters: 48396, time: 0.303, data: 0.018) G_GAN: 6.511 G_L1: 5.152 D_real: 0.363 D_fake: 0.016 +(epoch: 70, iters: 48496, time: 0.412, data: 0.020) G_GAN: 3.567 G_L1: 3.542 D_real: 0.222 D_fake: 0.045 +(epoch: 70, iters: 48596, time: 0.306, data: 0.018) G_GAN: 5.103 G_L1: 5.872 D_real: 0.051 D_fake: 0.288 +(epoch: 70, iters: 48696, time: 0.295, data: 0.019) G_GAN: 4.065 G_L1: 3.456 D_real: 0.261 D_fake: 0.023 +(epoch: 70, iters: 48796, time: 0.303, data: 0.018) G_GAN: 6.054 G_L1: 3.408 D_real: 0.281 D_fake: 0.003 +(epoch: 70, iters: 48896, time: 0.608, data: 0.018) G_GAN: 4.590 G_L1: 5.391 D_real: 0.008 D_fake: 0.531 +(epoch: 70, iters: 48996, time: 0.306, data: 0.019) G_GAN: 4.657 G_L1: 5.306 D_real: 0.153 D_fake: 0.055 +(epoch: 70, iters: 49096, time: 0.298, data: 0.021) G_GAN: 3.167 G_L1: 4.363 D_real: 0.087 D_fake: 0.298 +(epoch: 70, iters: 49196, time: 0.302, data: 0.020) G_GAN: 3.789 G_L1: 6.805 D_real: 0.129 D_fake: 0.140 +(epoch: 70, iters: 49296, time: 0.404, data: 0.017) G_GAN: 4.823 G_L1: 4.308 D_real: 0.061 D_fake: 0.039 +(epoch: 70, iters: 49396, time: 0.298, data: 0.018) G_GAN: 5.253 G_L1: 3.129 D_real: 0.035 D_fake: 0.023 +(epoch: 70, iters: 49496, time: 0.296, data: 0.020) G_GAN: 3.602 G_L1: 2.585 D_real: 0.042 D_fake: 0.110 +(epoch: 70, iters: 49596, time: 0.300, data: 0.018) G_GAN: 4.162 G_L1: 5.476 D_real: 0.034 D_fake: 0.233 +(epoch: 70, iters: 49696, time: 0.418, data: 0.018) G_GAN: 5.316 G_L1: 3.041 D_real: 0.675 D_fake: 0.018 +(epoch: 70, iters: 49796, time: 0.302, data: 0.018) G_GAN: 4.155 G_L1: 7.775 D_real: 0.010 D_fake: 0.423 +(epoch: 70, iters: 49896, time: 0.294, data: 0.019) G_GAN: 4.720 G_L1: 5.744 D_real: 0.175 D_fake: 0.017 +(epoch: 70, iters: 49996, time: 0.303, data: 0.018) G_GAN: 3.720 G_L1: 3.503 D_real: 0.037 D_fake: 0.106 +(epoch: 70, iters: 50096, time: 0.417, data: 0.019) G_GAN: 4.489 G_L1: 3.624 D_real: 0.002 D_fake: 0.091 +(epoch: 70, iters: 50196, time: 0.303, data: 0.019) G_GAN: 3.729 G_L1: 4.037 D_real: 0.026 D_fake: 0.103 +(epoch: 70, iters: 50296, time: 0.299, data: 0.018) G_GAN: 3.873 G_L1: 5.366 D_real: 0.079 D_fake: 0.238 +(epoch: 70, iters: 50396, time: 0.304, data: 0.019) G_GAN: 3.291 G_L1: 3.070 D_real: 0.062 D_fake: 0.077 +(epoch: 70, iters: 50496, time: 0.410, data: 0.019) G_GAN: 5.276 G_L1: 5.174 D_real: 0.008 D_fake: 0.030 +(epoch: 70, iters: 50596, time: 0.295, data: 0.018) G_GAN: 4.816 G_L1: 3.597 D_real: 0.207 D_fake: 0.034 +(epoch: 70, iters: 50696, time: 0.301, data: 0.018) G_GAN: 4.045 G_L1: 2.455 D_real: 0.106 D_fake: 0.175 +(epoch: 70, iters: 50796, time: 0.299, data: 0.020) G_GAN: 4.814 G_L1: 3.768 D_real: 0.055 D_fake: 0.025 +(epoch: 70, iters: 50896, time: 0.549, data: 0.020) G_GAN: 3.378 G_L1: 3.449 D_real: 0.140 D_fake: 0.241 +(epoch: 70, iters: 50996, time: 0.298, data: 0.019) G_GAN: 5.474 G_L1: 3.244 D_real: 0.214 D_fake: 0.037 +(epoch: 70, iters: 51096, time: 0.297, data: 0.019) G_GAN: 4.029 G_L1: 3.000 D_real: 0.084 D_fake: 0.099 +(epoch: 70, iters: 51196, time: 0.297, data: 0.021) G_GAN: 4.455 G_L1: 5.466 D_real: 0.020 D_fake: 0.084 +(epoch: 70, iters: 51296, time: 0.425, data: 0.018) G_GAN: 4.449 G_L1: 4.330 D_real: 0.834 D_fake: 0.048 +(epoch: 70, iters: 51396, time: 0.301, data: 0.019) G_GAN: 5.090 G_L1: 5.874 D_real: 0.002 D_fake: 0.026 +(epoch: 70, iters: 51496, time: 0.300, data: 0.020) G_GAN: 4.006 G_L1: 3.733 D_real: 0.037 D_fake: 0.048 +(epoch: 70, iters: 51596, time: 0.302, data: 0.019) G_GAN: 3.415 G_L1: 3.242 D_real: 0.137 D_fake: 0.205 +(epoch: 70, iters: 51696, time: 0.414, data: 0.019) G_GAN: 2.758 G_L1: 3.909 D_real: 0.029 D_fake: 0.174 +(epoch: 70, iters: 51796, time: 0.304, data: 0.019) G_GAN: 3.970 G_L1: 2.989 D_real: 0.077 D_fake: 0.051 +(epoch: 70, iters: 51896, time: 0.295, data: 0.019) G_GAN: 5.232 G_L1: 3.562 D_real: 0.234 D_fake: 0.007 +(epoch: 70, iters: 51996, time: 0.303, data: 0.017) G_GAN: 4.451 G_L1: 3.873 D_real: 0.064 D_fake: 0.046 +(epoch: 70, iters: 52096, time: 0.429, data: 0.019) G_GAN: 4.758 G_L1: 6.093 D_real: 0.070 D_fake: 0.039 +(epoch: 70, iters: 52196, time: 0.303, data: 0.019) G_GAN: 3.761 G_L1: 2.742 D_real: 0.299 D_fake: 0.042 +(epoch: 70, iters: 52296, time: 0.297, data: 0.021) G_GAN: 3.970 G_L1: 2.667 D_real: 0.330 D_fake: 0.033 +(epoch: 70, iters: 52396, time: 0.301, data: 0.019) G_GAN: 3.167 G_L1: 3.178 D_real: 0.073 D_fake: 0.141 +(epoch: 70, iters: 52496, time: 0.419, data: 0.019) G_GAN: 5.396 G_L1: 3.133 D_real: 0.114 D_fake: 0.052 +(epoch: 70, iters: 52596, time: 0.302, data: 0.018) G_GAN: 3.858 G_L1: 3.078 D_real: 0.014 D_fake: 0.054 +(epoch: 70, iters: 52696, time: 0.305, data: 0.020) G_GAN: 3.161 G_L1: 4.009 D_real: 0.125 D_fake: 1.024 +(epoch: 70, iters: 52796, time: 0.296, data: 0.020) G_GAN: 5.881 G_L1: 7.189 D_real: 1.383 D_fake: 0.001 +(epoch: 70, iters: 52896, time: 0.541, data: 0.017) G_GAN: 2.538 G_L1: 3.126 D_real: 0.358 D_fake: 0.131 +(epoch: 70, iters: 52996, time: 0.294, data: 0.019) G_GAN: 3.349 G_L1: 3.450 D_real: 0.161 D_fake: 0.088 +(epoch: 70, iters: 53096, time: 0.305, data: 0.019) G_GAN: 5.657 G_L1: 4.232 D_real: 0.102 D_fake: 0.022 +(epoch: 70, iters: 53196, time: 0.303, data: 0.021) G_GAN: 3.741 G_L1: 4.046 D_real: 0.262 D_fake: 0.043 +(epoch: 70, iters: 53296, time: 0.400, data: 0.019) G_GAN: 5.377 G_L1: 4.215 D_real: 0.040 D_fake: 0.026 +(epoch: 70, iters: 53396, time: 0.305, data: 0.018) G_GAN: 4.820 G_L1: 4.921 D_real: 0.090 D_fake: 0.088 +(epoch: 70, iters: 53496, time: 0.300, data: 0.020) G_GAN: 3.822 G_L1: 3.875 D_real: 0.122 D_fake: 0.241 +(epoch: 70, iters: 53596, time: 0.305, data: 0.020) G_GAN: 5.000 G_L1: 4.377 D_real: 0.060 D_fake: 0.120 +(epoch: 70, iters: 53696, time: 0.377, data: 0.021) G_GAN: 3.073 G_L1: 2.919 D_real: 0.251 D_fake: 0.155 +(epoch: 70, iters: 53796, time: 0.304, data: 0.018) G_GAN: 3.223 G_L1: 3.324 D_real: 0.269 D_fake: 0.169 +(epoch: 70, iters: 53896, time: 0.296, data: 0.020) G_GAN: 4.479 G_L1: 4.604 D_real: 0.103 D_fake: 0.031 +(epoch: 70, iters: 53996, time: 0.301, data: 0.020) G_GAN: 3.581 G_L1: 4.209 D_real: 0.047 D_fake: 0.112 +(epoch: 70, iters: 54096, time: 0.420, data: 0.020) G_GAN: 3.945 G_L1: 6.986 D_real: 0.068 D_fake: 0.110 +(epoch: 70, iters: 54196, time: 0.304, data: 0.018) G_GAN: 5.185 G_L1: 4.333 D_real: 0.014 D_fake: 0.075 +(epoch: 70, iters: 54296, time: 0.303, data: 0.019) G_GAN: 6.012 G_L1: 4.569 D_real: 0.122 D_fake: 0.350 +(epoch: 70, iters: 54396, time: 0.304, data: 0.019) G_GAN: 2.711 G_L1: 2.454 D_real: 0.487 D_fake: 0.050 +(epoch: 70, iters: 54496, time: 0.423, data: 0.019) G_GAN: 4.169 G_L1: 4.656 D_real: 0.310 D_fake: 0.018 +(epoch: 70, iters: 54596, time: 0.296, data: 0.020) G_GAN: 4.149 G_L1: 4.832 D_real: 0.190 D_fake: 0.053 +(epoch: 70, iters: 54696, time: 0.305, data: 0.019) G_GAN: 6.734 G_L1: 3.832 D_real: 0.046 D_fake: 0.016 +(epoch: 70, iters: 54796, time: 0.294, data: 0.019) G_GAN: 4.556 G_L1: 3.278 D_real: 0.137 D_fake: 0.038 +(epoch: 70, iters: 54896, time: 0.613, data: 0.018) G_GAN: 4.037 G_L1: 6.287 D_real: 0.019 D_fake: 0.173 +(epoch: 70, iters: 54996, time: 0.303, data: 0.019) G_GAN: 4.811 G_L1: 6.607 D_real: 0.018 D_fake: 0.074 +(epoch: 70, iters: 55096, time: 0.298, data: 0.019) G_GAN: 4.068 G_L1: 4.416 D_real: 0.002 D_fake: 0.101 +(epoch: 70, iters: 55196, time: 0.302, data: 0.018) G_GAN: 4.590 G_L1: 3.803 D_real: 0.020 D_fake: 0.052 +(epoch: 70, iters: 55296, time: 0.408, data: 0.018) G_GAN: 5.054 G_L1: 6.246 D_real: 0.010 D_fake: 0.135 +(epoch: 70, iters: 55396, time: 0.302, data: 0.017) G_GAN: 5.590 G_L1: 3.893 D_real: 0.032 D_fake: 0.103 +(epoch: 70, iters: 55496, time: 0.294, data: 0.019) G_GAN: 4.117 G_L1: 3.385 D_real: 0.009 D_fake: 0.118 +(epoch: 70, iters: 55596, time: 0.294, data: 0.018) G_GAN: 4.868 G_L1: 3.522 D_real: 0.055 D_fake: 0.045 +(epoch: 70, iters: 55696, time: 0.424, data: 0.018) G_GAN: 4.545 G_L1: 4.346 D_real: 0.021 D_fake: 0.092 +(epoch: 70, iters: 55796, time: 0.300, data: 0.019) G_GAN: 4.935 G_L1: 4.120 D_real: 0.066 D_fake: 0.456 +(epoch: 70, iters: 55896, time: 0.295, data: 0.018) G_GAN: 4.050 G_L1: 4.756 D_real: 0.219 D_fake: 0.087 +(epoch: 70, iters: 55996, time: 0.296, data: 0.020) G_GAN: 4.362 G_L1: 3.975 D_real: 0.013 D_fake: 0.038 +(epoch: 70, iters: 56096, time: 0.417, data: 0.018) G_GAN: 4.607 G_L1: 5.345 D_real: 0.051 D_fake: 0.369 +(epoch: 70, iters: 56196, time: 0.306, data: 0.019) G_GAN: 4.851 G_L1: 5.296 D_real: 0.011 D_fake: 0.036 +(epoch: 70, iters: 56296, time: 0.293, data: 0.018) G_GAN: 5.824 G_L1: 5.820 D_real: 0.013 D_fake: 0.038 +(epoch: 70, iters: 56396, time: 0.299, data: 0.018) G_GAN: 5.398 G_L1: 4.306 D_real: 0.268 D_fake: 0.128 +(epoch: 70, iters: 56496, time: 0.425, data: 0.019) G_GAN: 4.915 G_L1: 4.996 D_real: 0.202 D_fake: 0.109 +(epoch: 70, iters: 56596, time: 0.302, data: 0.019) G_GAN: 5.952 G_L1: 4.036 D_real: 0.043 D_fake: 0.019 +(epoch: 70, iters: 56696, time: 0.299, data: 0.020) G_GAN: 4.340 G_L1: 4.442 D_real: 0.476 D_fake: 0.057 +(epoch: 70, iters: 56796, time: 0.302, data: 0.019) G_GAN: 4.307 G_L1: 3.528 D_real: 0.202 D_fake: 0.022 +(epoch: 70, iters: 56896, time: 0.637, data: 0.020) G_GAN: 4.567 G_L1: 5.459 D_real: 0.286 D_fake: 0.025 +(epoch: 70, iters: 56996, time: 0.303, data: 0.018) G_GAN: 3.404 G_L1: 3.746 D_real: 0.128 D_fake: 0.115 +(epoch: 70, iters: 57096, time: 0.296, data: 0.019) G_GAN: 5.630 G_L1: 3.197 D_real: 0.077 D_fake: 0.321 +(epoch: 70, iters: 57196, time: 0.299, data: 0.018) G_GAN: 5.686 G_L1: 4.113 D_real: 0.253 D_fake: 0.024 +(epoch: 70, iters: 57296, time: 0.415, data: 0.021) G_GAN: 5.978 G_L1: 5.987 D_real: 0.000 D_fake: 0.028 +(epoch: 70, iters: 57396, time: 0.304, data: 0.018) G_GAN: 4.273 G_L1: 3.176 D_real: 0.038 D_fake: 0.745 +(epoch: 70, iters: 57496, time: 0.302, data: 0.019) G_GAN: 7.681 G_L1: 5.657 D_real: 0.126 D_fake: 0.012 +(epoch: 70, iters: 57596, time: 0.305, data: 0.019) G_GAN: 4.814 G_L1: 3.921 D_real: 0.030 D_fake: 0.031 +(epoch: 70, iters: 57696, time: 0.415, data: 0.018) G_GAN: 6.555 G_L1: 3.668 D_real: 0.010 D_fake: 0.021 +(epoch: 70, iters: 57796, time: 0.291, data: 0.023) G_GAN: 6.489 G_L1: 6.702 D_real: 0.001 D_fake: 0.073 +(epoch: 70, iters: 57896, time: 0.305, data: 0.018) G_GAN: 4.112 G_L1: 4.638 D_real: 0.020 D_fake: 0.115 +(epoch: 70, iters: 57996, time: 0.302, data: 0.020) G_GAN: 5.241 G_L1: 8.401 D_real: 0.008 D_fake: 0.015 +(epoch: 70, iters: 58096, time: 0.385, data: 0.022) G_GAN: 4.122 G_L1: 3.433 D_real: 0.000 D_fake: 0.113 +(epoch: 70, iters: 58196, time: 0.305, data: 0.019) G_GAN: 5.813 G_L1: 4.794 D_real: 0.003 D_fake: 0.039 +(epoch: 70, iters: 58296, time: 0.305, data: 0.020) G_GAN: 5.759 G_L1: 3.608 D_real: 0.003 D_fake: 0.029 +(epoch: 70, iters: 58396, time: 0.295, data: 0.020) G_GAN: 5.546 G_L1: 8.038 D_real: 0.032 D_fake: 0.066 +(epoch: 70, iters: 58496, time: 0.418, data: 0.017) G_GAN: 4.111 G_L1: 3.317 D_real: 0.072 D_fake: 0.038 +(epoch: 70, iters: 58596, time: 0.300, data: 0.019) G_GAN: 5.344 G_L1: 3.460 D_real: 0.129 D_fake: 0.015 +(epoch: 70, iters: 58696, time: 0.302, data: 0.019) G_GAN: 4.095 G_L1: 3.287 D_real: 0.014 D_fake: 0.043 +(epoch: 70, iters: 58796, time: 0.295, data: 0.019) G_GAN: 4.393 G_L1: 4.784 D_real: 0.146 D_fake: 0.050 +(epoch: 70, iters: 58896, time: 0.596, data: 0.018) G_GAN: 3.671 G_L1: 3.383 D_real: 0.055 D_fake: 0.131 +(epoch: 70, iters: 58996, time: 0.305, data: 0.020) G_GAN: 4.030 G_L1: 2.032 D_real: 0.219 D_fake: 0.015 +(epoch: 70, iters: 59096, time: 0.303, data: 0.018) G_GAN: 4.597 G_L1: 3.913 D_real: 0.024 D_fake: 0.139 +(epoch: 70, iters: 59196, time: 0.304, data: 0.018) G_GAN: 4.839 G_L1: 3.126 D_real: 0.093 D_fake: 0.196 +(epoch: 70, iters: 59296, time: 0.398, data: 0.018) G_GAN: 5.974 G_L1: 3.484 D_real: 0.250 D_fake: 0.021 +(epoch: 70, iters: 59396, time: 0.295, data: 0.020) G_GAN: 3.300 G_L1: 2.858 D_real: 0.450 D_fake: 0.141 +(epoch: 70, iters: 59496, time: 0.300, data: 0.019) G_GAN: 5.704 G_L1: 3.850 D_real: 0.010 D_fake: 0.039 +(epoch: 70, iters: 59596, time: 0.296, data: 0.020) G_GAN: 4.914 G_L1: 4.031 D_real: 0.084 D_fake: 0.051 +(epoch: 70, iters: 59696, time: 0.422, data: 0.018) G_GAN: 4.979 G_L1: 4.384 D_real: 0.197 D_fake: 0.098 +(epoch: 70, iters: 59796, time: 0.295, data: 0.019) G_GAN: 5.714 G_L1: 4.652 D_real: 0.003 D_fake: 0.025 +(epoch: 70, iters: 59896, time: 0.296, data: 0.018) G_GAN: 5.025 G_L1: 4.316 D_real: 0.163 D_fake: 0.016 +(epoch: 70, iters: 59996, time: 0.297, data: 0.019) G_GAN: 5.358 G_L1: 6.417 D_real: 0.007 D_fake: 0.034 +(epoch: 71, iters: 80, time: 0.622, data: 0.019) G_GAN: 5.800 G_L1: 4.800 D_real: 0.191 D_fake: 0.023 +(epoch: 71, iters: 180, time: 0.301, data: 0.020) G_GAN: 6.165 G_L1: 6.235 D_real: 0.137 D_fake: 0.010 +(epoch: 71, iters: 280, time: 0.299, data: 0.020) G_GAN: 5.592 G_L1: 4.313 D_real: 0.005 D_fake: 0.083 +(epoch: 71, iters: 380, time: 0.293, data: 0.020) G_GAN: 5.630 G_L1: 3.404 D_real: 0.028 D_fake: 0.033 +(epoch: 71, iters: 480, time: 0.375, data: 0.019) G_GAN: 5.915 G_L1: 4.843 D_real: 0.159 D_fake: 0.012 +(epoch: 71, iters: 580, time: 0.299, data: 0.019) G_GAN: 5.842 G_L1: 3.850 D_real: 0.034 D_fake: 0.015 +(epoch: 71, iters: 680, time: 0.269, data: 0.020) G_GAN: 4.419 G_L1: 2.517 D_real: 0.552 D_fake: 0.032 +(epoch: 71, iters: 780, time: 0.273, data: 0.018) G_GAN: 4.975 G_L1: 2.363 D_real: 0.011 D_fake: 0.031 +(epoch: 71, iters: 880, time: 0.616, data: 0.016) G_GAN: 3.382 G_L1: 9.800 D_real: 0.449 D_fake: 0.036 +(epoch: 71, iters: 980, time: 0.277, data: 0.019) G_GAN: 2.949 G_L1: 3.600 D_real: 0.060 D_fake: 0.099 +(epoch: 71, iters: 1080, time: 0.293, data: 0.018) G_GAN: 4.940 G_L1: 3.109 D_real: 0.067 D_fake: 0.150 +(epoch: 71, iters: 1180, time: 0.298, data: 0.019) G_GAN: 4.630 G_L1: 3.130 D_real: 0.211 D_fake: 0.028 +(epoch: 71, iters: 1280, time: 0.415, data: 0.020) G_GAN: 3.227 G_L1: 3.868 D_real: 0.173 D_fake: 0.127 +(epoch: 71, iters: 1380, time: 0.300, data: 0.020) G_GAN: 4.666 G_L1: 3.786 D_real: 0.068 D_fake: 0.034 +(epoch: 71, iters: 1480, time: 0.287, data: 0.023) G_GAN: 5.043 G_L1: 2.799 D_real: 0.002 D_fake: 0.015 +(epoch: 71, iters: 1580, time: 0.291, data: 0.019) G_GAN: 5.195 G_L1: 2.463 D_real: 0.008 D_fake: 0.090 +(epoch: 71, iters: 1680, time: 0.403, data: 0.019) G_GAN: 4.687 G_L1: 2.699 D_real: 0.098 D_fake: 0.086 +(epoch: 71, iters: 1780, time: 0.279, data: 0.020) G_GAN: 6.529 G_L1: 4.028 D_real: 0.005 D_fake: 0.049 +(epoch: 71, iters: 1880, time: 0.278, data: 0.018) G_GAN: 6.207 G_L1: 5.276 D_real: 0.000 D_fake: 0.079 +(epoch: 71, iters: 1980, time: 0.289, data: 0.017) G_GAN: 5.844 G_L1: 9.608 D_real: 0.011 D_fake: 0.017 +(epoch: 71, iters: 2080, time: 0.390, data: 0.018) G_GAN: 3.990 G_L1: 3.388 D_real: 0.186 D_fake: 0.096 +(epoch: 71, iters: 2180, time: 0.300, data: 0.030) G_GAN: 8.904 G_L1: 5.666 D_real: 0.062 D_fake: 0.028 +(epoch: 71, iters: 2280, time: 0.289, data: 0.021) G_GAN: 6.426 G_L1: 5.623 D_real: 0.042 D_fake: 0.109 +(epoch: 71, iters: 2380, time: 0.302, data: 0.020) G_GAN: 7.051 G_L1: 9.334 D_real: 0.034 D_fake: 0.253 +(epoch: 71, iters: 2480, time: 0.405, data: 0.022) G_GAN: 5.362 G_L1: 5.893 D_real: 0.003 D_fake: 0.083 +(epoch: 71, iters: 2580, time: 0.298, data: 0.018) G_GAN: 10.768 G_L1: 8.316 D_real: 0.001 D_fake: 0.000 +(epoch: 71, iters: 2680, time: 0.302, data: 0.020) G_GAN: 4.952 G_L1: 3.548 D_real: 0.000 D_fake: 0.093 +(epoch: 71, iters: 2780, time: 0.303, data: 0.020) G_GAN: 4.824 G_L1: 4.972 D_real: 0.001 D_fake: 0.111 +(epoch: 71, iters: 2880, time: 0.635, data: 0.019) G_GAN: 5.504 G_L1: 4.216 D_real: 0.004 D_fake: 0.099 +(epoch: 71, iters: 2980, time: 0.286, data: 0.021) G_GAN: 4.892 G_L1: 4.844 D_real: 0.002 D_fake: 0.026 +(epoch: 71, iters: 3080, time: 0.292, data: 0.018) G_GAN: 4.537 G_L1: 4.897 D_real: 0.001 D_fake: 0.075 +(epoch: 71, iters: 3180, time: 0.303, data: 0.020) G_GAN: 5.529 G_L1: 5.619 D_real: 0.000 D_fake: 0.063 +(epoch: 71, iters: 3280, time: 0.432, data: 0.021) G_GAN: 4.139 G_L1: 4.060 D_real: 0.002 D_fake: 0.048 +(epoch: 71, iters: 3380, time: 0.298, data: 0.019) G_GAN: 3.694 G_L1: 4.153 D_real: 0.000 D_fake: 0.094 +(epoch: 71, iters: 3480, time: 0.299, data: 0.020) G_GAN: 4.697 G_L1: 4.711 D_real: 0.001 D_fake: 0.033 +(epoch: 71, iters: 3580, time: 0.295, data: 0.024) G_GAN: 4.127 G_L1: 8.775 D_real: 0.002 D_fake: 0.045 +(epoch: 71, iters: 3680, time: 0.388, data: 0.018) G_GAN: 5.590 G_L1: 7.604 D_real: 0.001 D_fake: 0.033 +(epoch: 71, iters: 3780, time: 0.292, data: 0.019) G_GAN: 3.443 G_L1: 5.040 D_real: 0.000 D_fake: 0.203 +(epoch: 71, iters: 3880, time: 0.285, data: 0.019) G_GAN: 3.454 G_L1: 4.091 D_real: 0.001 D_fake: 0.117 +(epoch: 71, iters: 3980, time: 0.298, data: 0.019) G_GAN: 3.485 G_L1: 5.095 D_real: 0.002 D_fake: 0.106 +(epoch: 71, iters: 4080, time: 0.420, data: 0.019) G_GAN: 4.398 G_L1: 6.655 D_real: 0.000 D_fake: 0.227 +(epoch: 71, iters: 4180, time: 0.297, data: 0.018) G_GAN: 4.413 G_L1: 3.453 D_real: 0.000 D_fake: 0.067 +(epoch: 71, iters: 4280, time: 0.305, data: 0.019) G_GAN: 7.238 G_L1: 6.784 D_real: 0.000 D_fake: 0.004 +(epoch: 71, iters: 4380, time: 0.304, data: 0.018) G_GAN: 5.319 G_L1: 4.751 D_real: 0.000 D_fake: 0.019 +(epoch: 71, iters: 4480, time: 0.416, data: 0.018) G_GAN: 4.529 G_L1: 3.848 D_real: 0.001 D_fake: 0.024 +(epoch: 71, iters: 4580, time: 0.301, data: 0.018) G_GAN: 3.930 G_L1: 4.933 D_real: 0.000 D_fake: 0.195 +(epoch: 71, iters: 4680, time: 0.310, data: 0.020) G_GAN: 4.411 G_L1: 6.181 D_real: 0.000 D_fake: 0.096 +(epoch: 71, iters: 4780, time: 0.288, data: 0.019) G_GAN: 3.645 G_L1: 4.226 D_real: 0.000 D_fake: 0.209 +(epoch: 71, iters: 4880, time: 0.598, data: 0.022) G_GAN: 3.804 G_L1: 4.790 D_real: 0.000 D_fake: 0.081 +(epoch: 71, iters: 4980, time: 0.295, data: 0.018) G_GAN: 3.405 G_L1: 3.837 D_real: 0.001 D_fake: 0.090 +(epoch: 71, iters: 5080, time: 0.304, data: 0.018) G_GAN: 12.403 G_L1: 9.104 D_real: 0.208 D_fake: 0.001 +(epoch: 71, iters: 5180, time: 0.303, data: 0.018) G_GAN: 6.394 G_L1: 6.048 D_real: 0.023 D_fake: 0.010 +(epoch: 71, iters: 5280, time: 0.426, data: 0.019) G_GAN: 5.235 G_L1: 4.337 D_real: 0.000 D_fake: 0.227 +(epoch: 71, iters: 5380, time: 0.294, data: 0.019) G_GAN: 7.718 G_L1: 3.654 D_real: 0.004 D_fake: 0.056 +(epoch: 71, iters: 5480, time: 0.304, data: 0.018) G_GAN: 6.456 G_L1: 3.995 D_real: 0.008 D_fake: 0.055 +(epoch: 71, iters: 5580, time: 0.305, data: 0.020) G_GAN: 7.580 G_L1: 7.026 D_real: 0.020 D_fake: 0.002 +(epoch: 71, iters: 5680, time: 0.415, data: 0.018) G_GAN: 8.750 G_L1: 5.978 D_real: 0.076 D_fake: 0.001 +(epoch: 71, iters: 5780, time: 0.301, data: 0.024) G_GAN: 6.299 G_L1: 4.199 D_real: 0.006 D_fake: 0.022 +(epoch: 71, iters: 5880, time: 0.302, data: 0.018) G_GAN: 5.978 G_L1: 5.014 D_real: 0.001 D_fake: 0.020 +(epoch: 71, iters: 5980, time: 0.303, data: 0.018) G_GAN: 9.243 G_L1: 4.460 D_real: 0.029 D_fake: 0.131 +(epoch: 71, iters: 6080, time: 0.415, data: 0.019) G_GAN: 6.562 G_L1: 5.652 D_real: 0.041 D_fake: 0.006 +(epoch: 71, iters: 6180, time: 0.290, data: 0.018) G_GAN: 3.885 G_L1: 3.982 D_real: 0.227 D_fake: 0.027 +(epoch: 71, iters: 6280, time: 0.308, data: 0.018) G_GAN: 6.989 G_L1: 3.717 D_real: 0.047 D_fake: 0.033 +(epoch: 71, iters: 6380, time: 0.290, data: 0.019) G_GAN: 5.027 G_L1: 3.915 D_real: 0.030 D_fake: 0.029 +(epoch: 71, iters: 6480, time: 0.405, data: 0.018) G_GAN: 4.563 G_L1: 5.311 D_real: 0.021 D_fake: 0.107 +(epoch: 71, iters: 6580, time: 0.302, data: 0.021) G_GAN: 4.184 G_L1: 5.262 D_real: 0.009 D_fake: 0.102 +(epoch: 71, iters: 6680, time: 0.299, data: 0.018) G_GAN: 5.913 G_L1: 6.210 D_real: 0.008 D_fake: 0.025 +(epoch: 71, iters: 6780, time: 0.304, data: 0.018) G_GAN: 5.878 G_L1: 3.997 D_real: 0.003 D_fake: 0.025 +(epoch: 71, iters: 6880, time: 0.574, data: 0.019) G_GAN: 6.745 G_L1: 3.762 D_real: 0.009 D_fake: 0.010 +(epoch: 71, iters: 6980, time: 0.301, data: 0.018) G_GAN: 5.733 G_L1: 3.531 D_real: 0.025 D_fake: 0.022 +(epoch: 71, iters: 7080, time: 0.298, data: 0.018) G_GAN: 5.509 G_L1: 3.522 D_real: 0.080 D_fake: 0.028 +(epoch: 71, iters: 7180, time: 0.301, data: 0.019) G_GAN: 5.093 G_L1: 3.965 D_real: 0.017 D_fake: 0.042 +(epoch: 71, iters: 7280, time: 0.382, data: 0.019) G_GAN: 5.159 G_L1: 4.025 D_real: 0.097 D_fake: 0.020 +(epoch: 71, iters: 7380, time: 0.308, data: 0.018) G_GAN: 4.116 G_L1: 2.953 D_real: 0.120 D_fake: 0.091 +(epoch: 71, iters: 7480, time: 0.304, data: 0.019) G_GAN: 5.792 G_L1: 3.868 D_real: 0.035 D_fake: 0.018 +(epoch: 71, iters: 7580, time: 0.300, data: 0.019) G_GAN: 4.646 G_L1: 3.308 D_real: 0.012 D_fake: 0.157 +(epoch: 71, iters: 7680, time: 0.421, data: 0.019) G_GAN: 3.483 G_L1: 4.823 D_real: 0.201 D_fake: 0.151 +(epoch: 71, iters: 7780, time: 0.287, data: 0.019) G_GAN: 5.387 G_L1: 4.460 D_real: 0.002 D_fake: 0.145 +(epoch: 71, iters: 7880, time: 0.304, data: 0.017) G_GAN: 3.702 G_L1: 3.313 D_real: 0.062 D_fake: 0.116 +(epoch: 71, iters: 7980, time: 0.296, data: 0.019) G_GAN: 5.139 G_L1: 4.195 D_real: 0.063 D_fake: 0.045 +(epoch: 71, iters: 8080, time: 0.428, data: 0.018) G_GAN: 3.572 G_L1: 6.608 D_real: 0.077 D_fake: 0.246 +(epoch: 71, iters: 8180, time: 0.296, data: 0.019) G_GAN: 6.363 G_L1: 3.318 D_real: 0.017 D_fake: 0.011 +(epoch: 71, iters: 8280, time: 0.297, data: 0.021) G_GAN: 5.867 G_L1: 3.545 D_real: 0.208 D_fake: 0.273 +(epoch: 71, iters: 8380, time: 0.298, data: 0.018) G_GAN: 4.771 G_L1: 5.387 D_real: 0.178 D_fake: 0.049 +(epoch: 71, iters: 8480, time: 0.393, data: 0.017) G_GAN: 7.501 G_L1: 4.470 D_real: 0.174 D_fake: 0.006 +(epoch: 71, iters: 8580, time: 0.290, data: 0.020) G_GAN: 6.466 G_L1: 6.077 D_real: 0.210 D_fake: 0.005 +(epoch: 71, iters: 8680, time: 0.306, data: 0.019) G_GAN: 4.256 G_L1: 4.738 D_real: 0.572 D_fake: 0.008 +(epoch: 71, iters: 8780, time: 0.301, data: 0.019) G_GAN: 5.542 G_L1: 4.816 D_real: 0.025 D_fake: 0.052 +(epoch: 71, iters: 8880, time: 0.553, data: 0.018) G_GAN: 5.875 G_L1: 3.069 D_real: 0.203 D_fake: 0.009 +(epoch: 71, iters: 8980, time: 0.296, data: 0.018) G_GAN: 4.632 G_L1: 5.092 D_real: 0.250 D_fake: 0.065 +(epoch: 71, iters: 9080, time: 0.304, data: 0.019) G_GAN: 5.496 G_L1: 6.653 D_real: 0.001 D_fake: 0.025 +(epoch: 71, iters: 9180, time: 0.293, data: 0.025) G_GAN: 4.508 G_L1: 4.696 D_real: 0.001 D_fake: 0.041 +(epoch: 71, iters: 9280, time: 0.418, data: 0.018) G_GAN: 5.774 G_L1: 5.838 D_real: 0.001 D_fake: 0.054 +(epoch: 71, iters: 9380, time: 0.303, data: 0.020) G_GAN: 3.845 G_L1: 5.606 D_real: 0.330 D_fake: 0.075 +(epoch: 71, iters: 9480, time: 0.305, data: 0.019) G_GAN: 4.690 G_L1: 4.566 D_real: 0.012 D_fake: 0.064 +(epoch: 71, iters: 9580, time: 0.288, data: 0.017) G_GAN: 4.428 G_L1: 4.110 D_real: 0.021 D_fake: 0.101 +(epoch: 71, iters: 9680, time: 0.368, data: 0.018) G_GAN: 5.851 G_L1: 4.626 D_real: 0.070 D_fake: 0.045 +(epoch: 71, iters: 9780, time: 0.294, data: 0.016) G_GAN: 5.047 G_L1: 3.262 D_real: 0.031 D_fake: 0.103 +(epoch: 71, iters: 9880, time: 0.294, data: 0.018) G_GAN: 3.605 G_L1: 5.027 D_real: 0.005 D_fake: 0.301 +(epoch: 71, iters: 9980, time: 0.304, data: 0.018) G_GAN: 5.721 G_L1: 3.376 D_real: 0.043 D_fake: 0.029 +(epoch: 71, iters: 10080, time: 0.375, data: 0.019) G_GAN: 4.426 G_L1: 2.600 D_real: 0.020 D_fake: 0.257 +(epoch: 71, iters: 10180, time: 0.289, data: 0.019) G_GAN: 4.639 G_L1: 4.596 D_real: 0.020 D_fake: 0.055 +(epoch: 71, iters: 10280, time: 0.297, data: 0.019) G_GAN: 5.410 G_L1: 3.536 D_real: 0.012 D_fake: 0.050 +(epoch: 71, iters: 10380, time: 0.293, data: 0.020) G_GAN: 4.554 G_L1: 3.493 D_real: 0.097 D_fake: 0.071 +(epoch: 71, iters: 10480, time: 0.404, data: 0.019) G_GAN: 7.131 G_L1: 4.888 D_real: 0.341 D_fake: 0.004 +(epoch: 71, iters: 10580, time: 0.304, data: 0.019) G_GAN: 4.956 G_L1: 4.115 D_real: 0.069 D_fake: 0.059 +(epoch: 71, iters: 10680, time: 0.298, data: 0.019) G_GAN: 5.200 G_L1: 3.616 D_real: 0.033 D_fake: 0.041 +(epoch: 71, iters: 10780, time: 0.296, data: 0.017) G_GAN: 4.527 G_L1: 3.875 D_real: 0.015 D_fake: 0.223 +(epoch: 71, iters: 10880, time: 0.615, data: 0.020) G_GAN: 4.980 G_L1: 3.810 D_real: 0.094 D_fake: 0.036 +(epoch: 71, iters: 10980, time: 0.304, data: 0.021) G_GAN: 4.829 G_L1: 4.801 D_real: 0.002 D_fake: 0.039 +(epoch: 71, iters: 11080, time: 0.290, data: 0.019) G_GAN: 5.495 G_L1: 4.900 D_real: 0.017 D_fake: 0.099 +(epoch: 71, iters: 11180, time: 0.302, data: 0.021) G_GAN: 5.281 G_L1: 4.654 D_real: 0.005 D_fake: 0.047 +(epoch: 71, iters: 11280, time: 0.396, data: 0.020) G_GAN: 3.752 G_L1: 4.268 D_real: 0.005 D_fake: 0.262 +(epoch: 71, iters: 11380, time: 0.298, data: 0.017) G_GAN: 5.903 G_L1: 4.818 D_real: 0.041 D_fake: 0.012 +(epoch: 71, iters: 11480, time: 0.306, data: 0.030) G_GAN: 5.952 G_L1: 4.611 D_real: 0.005 D_fake: 0.025 +(epoch: 71, iters: 11580, time: 0.302, data: 0.019) G_GAN: 5.696 G_L1: 5.644 D_real: 0.201 D_fake: 0.019 +(epoch: 71, iters: 11680, time: 0.408, data: 0.019) G_GAN: 4.757 G_L1: 5.531 D_real: 0.004 D_fake: 0.097 +(epoch: 71, iters: 11780, time: 0.272, data: 0.017) G_GAN: 5.108 G_L1: 4.202 D_real: 0.004 D_fake: 0.235 +(epoch: 71, iters: 11880, time: 0.295, data: 0.016) G_GAN: 4.234 G_L1: 4.009 D_real: 0.007 D_fake: 0.072 +(epoch: 71, iters: 11980, time: 0.296, data: 0.020) G_GAN: 5.004 G_L1: 4.957 D_real: 0.132 D_fake: 0.031 +(epoch: 71, iters: 12080, time: 0.415, data: 0.019) G_GAN: 5.461 G_L1: 5.722 D_real: 0.001 D_fake: 0.026 +(epoch: 71, iters: 12180, time: 0.297, data: 0.022) G_GAN: 4.054 G_L1: 4.144 D_real: 0.062 D_fake: 0.063 +(epoch: 71, iters: 12280, time: 0.293, data: 0.019) G_GAN: 4.663 G_L1: 4.156 D_real: 0.001 D_fake: 0.166 +(epoch: 71, iters: 12380, time: 0.298, data: 0.020) G_GAN: 4.091 G_L1: 3.384 D_real: 0.011 D_fake: 0.249 +(epoch: 71, iters: 12480, time: 0.428, data: 0.019) G_GAN: 4.909 G_L1: 4.024 D_real: 0.048 D_fake: 0.029 +(epoch: 71, iters: 12580, time: 0.295, data: 0.018) G_GAN: 5.458 G_L1: 3.362 D_real: 0.060 D_fake: 0.321 +(epoch: 71, iters: 12680, time: 0.303, data: 0.017) G_GAN: 5.317 G_L1: 4.380 D_real: 0.027 D_fake: 0.137 +(epoch: 71, iters: 12780, time: 0.302, data: 0.018) G_GAN: 3.984 G_L1: 4.419 D_real: 0.189 D_fake: 0.038 +(epoch: 71, iters: 12880, time: 0.599, data: 0.018) G_GAN: 2.909 G_L1: 3.669 D_real: 0.465 D_fake: 0.078 +(epoch: 71, iters: 12980, time: 0.297, data: 0.019) G_GAN: 6.580 G_L1: 4.538 D_real: 0.003 D_fake: 0.033 +(epoch: 71, iters: 13080, time: 0.301, data: 0.019) G_GAN: 4.627 G_L1: 3.266 D_real: 0.025 D_fake: 0.148 +(epoch: 71, iters: 13180, time: 0.298, data: 0.018) G_GAN: 4.088 G_L1: 3.959 D_real: 0.012 D_fake: 0.172 +(epoch: 71, iters: 13280, time: 0.403, data: 0.019) G_GAN: 4.862 G_L1: 3.489 D_real: 0.011 D_fake: 0.696 +(epoch: 71, iters: 13380, time: 0.298, data: 0.016) G_GAN: 4.968 G_L1: 6.240 D_real: 0.212 D_fake: 0.066 +(epoch: 71, iters: 13480, time: 0.294, data: 0.018) G_GAN: 4.211 G_L1: 3.342 D_real: 0.019 D_fake: 0.115 +(epoch: 71, iters: 13580, time: 0.300, data: 0.016) G_GAN: 4.507 G_L1: 4.741 D_real: 0.005 D_fake: 0.396 +(epoch: 71, iters: 13680, time: 0.392, data: 0.018) G_GAN: 3.482 G_L1: 2.980 D_real: 0.580 D_fake: 0.127 +(epoch: 71, iters: 13780, time: 0.295, data: 0.016) G_GAN: 4.663 G_L1: 3.726 D_real: 0.977 D_fake: 0.177 +(epoch: 71, iters: 13880, time: 0.304, data: 0.019) G_GAN: 4.963 G_L1: 3.845 D_real: 0.073 D_fake: 0.017 +(epoch: 71, iters: 13980, time: 0.307, data: 0.021) G_GAN: 6.989 G_L1: 4.255 D_real: 0.051 D_fake: 0.152 +(epoch: 71, iters: 14080, time: 0.390, data: 0.019) G_GAN: 5.041 G_L1: 4.000 D_real: 0.031 D_fake: 0.026 +(epoch: 71, iters: 14180, time: 0.303, data: 0.018) G_GAN: 6.352 G_L1: 4.296 D_real: 0.002 D_fake: 0.011 +(epoch: 71, iters: 14280, time: 0.289, data: 0.019) G_GAN: 5.857 G_L1: 3.457 D_real: 0.004 D_fake: 0.243 +(epoch: 71, iters: 14380, time: 0.289, data: 0.018) G_GAN: 5.405 G_L1: 4.227 D_real: 0.011 D_fake: 0.036 +(epoch: 71, iters: 14480, time: 0.379, data: 0.019) G_GAN: 4.996 G_L1: 3.474 D_real: 0.067 D_fake: 0.091 +(epoch: 71, iters: 14580, time: 0.307, data: 0.018) G_GAN: 4.165 G_L1: 3.340 D_real: 0.002 D_fake: 0.289 +(epoch: 71, iters: 14680, time: 0.302, data: 0.020) G_GAN: 4.542 G_L1: 3.869 D_real: 0.088 D_fake: 0.026 +(epoch: 71, iters: 14780, time: 0.295, data: 0.019) G_GAN: 4.760 G_L1: 5.183 D_real: 0.019 D_fake: 0.026 +(epoch: 71, iters: 14880, time: 0.553, data: 0.019) G_GAN: 3.346 G_L1: 3.525 D_real: 0.076 D_fake: 0.211 +(epoch: 71, iters: 14980, time: 0.306, data: 0.019) G_GAN: 5.757 G_L1: 5.603 D_real: 0.324 D_fake: 0.016 +(epoch: 71, iters: 15080, time: 0.296, data: 0.019) G_GAN: 5.954 G_L1: 3.833 D_real: 0.178 D_fake: 0.011 +(epoch: 71, iters: 15180, time: 0.282, data: 0.018) G_GAN: 4.024 G_L1: 3.966 D_real: 0.041 D_fake: 0.040 +(epoch: 71, iters: 15280, time: 0.393, data: 0.017) G_GAN: 4.858 G_L1: 5.377 D_real: 0.012 D_fake: 0.236 +(epoch: 71, iters: 15380, time: 0.298, data: 0.020) G_GAN: 4.279 G_L1: 3.503 D_real: 0.178 D_fake: 0.085 +(epoch: 71, iters: 15480, time: 0.295, data: 0.018) G_GAN: 4.483 G_L1: 4.906 D_real: 0.073 D_fake: 0.096 +(epoch: 71, iters: 15580, time: 0.295, data: 0.020) G_GAN: 3.986 G_L1: 3.215 D_real: 0.003 D_fake: 0.103 +(epoch: 71, iters: 15680, time: 0.372, data: 0.019) G_GAN: 6.565 G_L1: 3.740 D_real: 0.057 D_fake: 0.034 +(epoch: 71, iters: 15780, time: 0.305, data: 0.016) G_GAN: 5.259 G_L1: 3.726 D_real: 0.012 D_fake: 0.023 +(epoch: 71, iters: 15880, time: 0.304, data: 0.018) G_GAN: 3.360 G_L1: 2.977 D_real: 0.169 D_fake: 0.084 +(epoch: 71, iters: 15980, time: 0.303, data: 0.019) G_GAN: 7.181 G_L1: 4.104 D_real: 0.011 D_fake: 0.005 +(epoch: 71, iters: 16080, time: 0.419, data: 0.019) G_GAN: 4.624 G_L1: 4.281 D_real: 0.003 D_fake: 0.094 +(epoch: 71, iters: 16180, time: 0.304, data: 0.019) G_GAN: 4.533 G_L1: 3.185 D_real: 0.040 D_fake: 0.103 +(epoch: 71, iters: 16280, time: 0.307, data: 0.018) G_GAN: 5.260 G_L1: 5.099 D_real: 0.495 D_fake: 0.043 +(epoch: 71, iters: 16380, time: 0.303, data: 0.020) G_GAN: 4.366 G_L1: 3.706 D_real: 0.184 D_fake: 0.051 +(epoch: 71, iters: 16480, time: 0.411, data: 0.019) G_GAN: 4.085 G_L1: 2.878 D_real: 0.117 D_fake: 0.035 +(epoch: 71, iters: 16580, time: 0.292, data: 0.021) G_GAN: 5.381 G_L1: 4.823 D_real: 0.168 D_fake: 0.076 +(epoch: 71, iters: 16680, time: 0.305, data: 0.019) G_GAN: 4.151 G_L1: 3.896 D_real: 0.028 D_fake: 0.082 +(epoch: 71, iters: 16780, time: 0.301, data: 0.020) G_GAN: 5.193 G_L1: 4.181 D_real: 0.126 D_fake: 0.019 +(epoch: 71, iters: 16880, time: 0.613, data: 0.020) G_GAN: 4.826 G_L1: 5.373 D_real: 0.002 D_fake: 0.028 +(epoch: 71, iters: 16980, time: 0.294, data: 0.018) G_GAN: 5.996 G_L1: 5.462 D_real: 0.301 D_fake: 0.041 +(epoch: 71, iters: 17080, time: 0.300, data: 0.017) G_GAN: 5.626 G_L1: 5.434 D_real: 0.005 D_fake: 0.015 +(epoch: 71, iters: 17180, time: 0.301, data: 0.019) G_GAN: 3.065 G_L1: 3.118 D_real: 0.070 D_fake: 0.108 +(epoch: 71, iters: 17280, time: 0.418, data: 0.019) G_GAN: 5.638 G_L1: 3.048 D_real: 0.103 D_fake: 0.015 +(epoch: 71, iters: 17380, time: 0.294, data: 0.019) G_GAN: 3.954 G_L1: 4.138 D_real: 0.399 D_fake: 0.109 +(epoch: 71, iters: 17480, time: 0.281, data: 0.017) G_GAN: 5.679 G_L1: 5.046 D_real: 0.021 D_fake: 0.020 +(epoch: 71, iters: 17580, time: 0.297, data: 0.018) G_GAN: 3.862 G_L1: 2.564 D_real: 0.535 D_fake: 0.066 +(epoch: 71, iters: 17680, time: 0.385, data: 0.019) G_GAN: 4.248 G_L1: 3.256 D_real: 0.113 D_fake: 0.071 +(epoch: 71, iters: 17780, time: 0.293, data: 0.020) G_GAN: 4.607 G_L1: 4.813 D_real: 0.049 D_fake: 0.053 +(epoch: 71, iters: 17880, time: 0.303, data: 0.019) G_GAN: 4.515 G_L1: 4.853 D_real: 0.324 D_fake: 0.062 +(epoch: 71, iters: 17980, time: 0.295, data: 0.021) G_GAN: 5.184 G_L1: 3.661 D_real: 0.132 D_fake: 0.069 +(epoch: 71, iters: 18080, time: 0.385, data: 0.019) G_GAN: 3.454 G_L1: 2.988 D_real: 0.003 D_fake: 0.142 +(epoch: 71, iters: 18180, time: 0.299, data: 0.019) G_GAN: 5.486 G_L1: 3.900 D_real: 0.001 D_fake: 0.021 +(epoch: 71, iters: 18280, time: 0.303, data: 0.020) G_GAN: 3.312 G_L1: 3.990 D_real: 0.509 D_fake: 0.073 +(epoch: 71, iters: 18380, time: 0.299, data: 0.021) G_GAN: 3.969 G_L1: 4.238 D_real: 0.260 D_fake: 0.030 +(epoch: 71, iters: 18480, time: 0.413, data: 0.020) G_GAN: 5.605 G_L1: 4.287 D_real: 0.093 D_fake: 0.014 +(epoch: 71, iters: 18580, time: 0.303, data: 0.020) G_GAN: 5.821 G_L1: 3.567 D_real: 0.032 D_fake: 0.019 +(epoch: 71, iters: 18680, time: 0.306, data: 0.020) G_GAN: 4.247 G_L1: 3.481 D_real: 0.040 D_fake: 0.041 +(epoch: 71, iters: 18780, time: 0.301, data: 0.019) G_GAN: 5.384 G_L1: 4.493 D_real: 0.006 D_fake: 0.023 +(epoch: 71, iters: 18880, time: 0.551, data: 0.019) G_GAN: 5.779 G_L1: 3.408 D_real: 0.002 D_fake: 0.053 +(epoch: 71, iters: 18980, time: 0.297, data: 0.020) G_GAN: 3.180 G_L1: 3.882 D_real: 0.040 D_fake: 0.102 +(epoch: 71, iters: 19080, time: 0.295, data: 0.025) G_GAN: 3.639 G_L1: 2.619 D_real: 0.079 D_fake: 0.091 +(epoch: 71, iters: 19180, time: 0.283, data: 0.018) G_GAN: 4.155 G_L1: 2.556 D_real: 0.064 D_fake: 0.093 +(epoch: 71, iters: 19280, time: 0.427, data: 0.018) G_GAN: 3.548 G_L1: 3.581 D_real: 0.274 D_fake: 0.123 +(epoch: 71, iters: 19380, time: 0.305, data: 0.018) G_GAN: 3.902 G_L1: 4.684 D_real: 0.221 D_fake: 0.041 +(epoch: 71, iters: 19480, time: 0.303, data: 0.019) G_GAN: 4.058 G_L1: 3.919 D_real: 0.007 D_fake: 0.148 +(epoch: 71, iters: 19580, time: 0.304, data: 0.019) G_GAN: 4.752 G_L1: 3.128 D_real: 0.008 D_fake: 0.044 +(epoch: 71, iters: 19680, time: 0.411, data: 0.018) G_GAN: 4.909 G_L1: 3.740 D_real: 0.086 D_fake: 0.027 +(epoch: 71, iters: 19780, time: 0.295, data: 0.018) G_GAN: 5.121 G_L1: 3.252 D_real: 0.019 D_fake: 0.021 +(epoch: 71, iters: 19880, time: 0.302, data: 0.019) G_GAN: 5.053 G_L1: 3.670 D_real: 0.090 D_fake: 0.020 +(epoch: 71, iters: 19980, time: 0.298, data: 0.020) G_GAN: 4.758 G_L1: 4.364 D_real: 0.003 D_fake: 0.122 +(epoch: 71, iters: 20080, time: 0.414, data: 0.018) G_GAN: 5.669 G_L1: 3.319 D_real: 0.033 D_fake: 0.020 +(epoch: 71, iters: 20180, time: 0.303, data: 0.019) G_GAN: 4.476 G_L1: 3.518 D_real: 0.000 D_fake: 0.189 +(epoch: 71, iters: 20280, time: 0.303, data: 0.019) G_GAN: 4.804 G_L1: 4.373 D_real: 0.150 D_fake: 0.022 +(epoch: 71, iters: 20380, time: 0.291, data: 0.020) G_GAN: 3.870 G_L1: 3.878 D_real: 0.113 D_fake: 0.104 +(epoch: 71, iters: 20480, time: 0.423, data: 0.018) G_GAN: 5.706 G_L1: 5.039 D_real: 0.013 D_fake: 0.027 +(epoch: 71, iters: 20580, time: 0.304, data: 0.022) G_GAN: 4.201 G_L1: 2.665 D_real: 0.025 D_fake: 0.156 +(epoch: 71, iters: 20680, time: 0.295, data: 0.020) G_GAN: 4.220 G_L1: 4.595 D_real: 0.001 D_fake: 0.055 +(epoch: 71, iters: 20780, time: 0.306, data: 0.020) G_GAN: 3.805 G_L1: 3.758 D_real: 0.391 D_fake: 0.049 +(epoch: 71, iters: 20880, time: 0.556, data: 0.019) G_GAN: 4.851 G_L1: 4.743 D_real: 0.077 D_fake: 0.029 +(epoch: 71, iters: 20980, time: 0.304, data: 0.016) G_GAN: 4.548 G_L1: 3.066 D_real: 0.093 D_fake: 0.101 +(epoch: 71, iters: 21080, time: 0.301, data: 0.018) G_GAN: 3.195 G_L1: 3.501 D_real: 0.130 D_fake: 0.143 +(epoch: 71, iters: 21180, time: 0.297, data: 0.020) G_GAN: 3.248 G_L1: 2.496 D_real: 0.140 D_fake: 0.129 +(epoch: 71, iters: 21280, time: 0.423, data: 0.018) G_GAN: 4.029 G_L1: 4.659 D_real: 0.052 D_fake: 0.073 +(epoch: 71, iters: 21380, time: 0.301, data: 0.018) G_GAN: 4.419 G_L1: 2.859 D_real: 0.070 D_fake: 0.110 +(epoch: 71, iters: 21480, time: 0.304, data: 0.019) G_GAN: 4.815 G_L1: 4.636 D_real: 0.010 D_fake: 0.033 +(epoch: 71, iters: 21580, time: 0.294, data: 0.018) G_GAN: 3.774 G_L1: 3.196 D_real: 0.002 D_fake: 0.206 +(epoch: 71, iters: 21680, time: 0.410, data: 0.024) G_GAN: 3.323 G_L1: 3.850 D_real: 0.555 D_fake: 0.056 +(epoch: 71, iters: 21780, time: 0.296, data: 0.023) G_GAN: 3.090 G_L1: 4.115 D_real: 0.079 D_fake: 0.275 +(epoch: 71, iters: 21880, time: 0.296, data: 0.018) G_GAN: 4.055 G_L1: 3.019 D_real: 0.163 D_fake: 0.149 +(epoch: 71, iters: 21980, time: 0.300, data: 0.019) G_GAN: 5.414 G_L1: 3.906 D_real: 0.048 D_fake: 0.148 +(epoch: 71, iters: 22080, time: 0.410, data: 0.017) G_GAN: 3.194 G_L1: 4.160 D_real: 0.400 D_fake: 0.241 +(epoch: 71, iters: 22180, time: 0.295, data: 0.020) G_GAN: 4.916 G_L1: 3.416 D_real: 0.356 D_fake: 0.013 +(epoch: 71, iters: 22280, time: 0.277, data: 0.018) G_GAN: 6.530 G_L1: 4.638 D_real: 0.055 D_fake: 0.047 +(epoch: 71, iters: 22380, time: 0.297, data: 0.016) G_GAN: 5.931 G_L1: 3.843 D_real: 0.027 D_fake: 0.011 +(epoch: 71, iters: 22480, time: 0.407, data: 0.019) G_GAN: 4.399 G_L1: 3.385 D_real: 0.009 D_fake: 0.344 +(epoch: 71, iters: 22580, time: 0.289, data: 0.018) G_GAN: 4.624 G_L1: 3.623 D_real: 0.388 D_fake: 0.015 +(epoch: 71, iters: 22680, time: 0.292, data: 0.019) G_GAN: 2.765 G_L1: 2.983 D_real: 0.732 D_fake: 1.048 +(epoch: 71, iters: 22780, time: 0.299, data: 0.019) G_GAN: 3.022 G_L1: 2.859 D_real: 0.314 D_fake: 0.168 +(epoch: 71, iters: 22880, time: 0.589, data: 0.023) G_GAN: 4.631 G_L1: 3.236 D_real: 0.056 D_fake: 0.026 +(epoch: 71, iters: 22980, time: 0.288, data: 0.019) G_GAN: 5.840 G_L1: 4.219 D_real: 0.029 D_fake: 0.011 +(epoch: 71, iters: 23080, time: 0.304, data: 0.019) G_GAN: 8.106 G_L1: 6.156 D_real: 0.111 D_fake: 0.015 +(epoch: 71, iters: 23180, time: 0.294, data: 0.020) G_GAN: 3.644 G_L1: 5.621 D_real: 0.039 D_fake: 0.124 +(epoch: 71, iters: 23280, time: 0.411, data: 0.019) G_GAN: 3.760 G_L1: 3.590 D_real: 0.093 D_fake: 0.045 +(epoch: 71, iters: 23380, time: 0.296, data: 0.019) G_GAN: 4.233 G_L1: 5.950 D_real: 0.196 D_fake: 0.079 +(epoch: 71, iters: 23480, time: 0.302, data: 0.019) G_GAN: 5.754 G_L1: 5.131 D_real: 0.011 D_fake: 0.034 +(epoch: 71, iters: 23580, time: 0.304, data: 0.021) G_GAN: 4.897 G_L1: 4.163 D_real: 0.094 D_fake: 0.193 +(epoch: 71, iters: 23680, time: 0.412, data: 0.021) G_GAN: 3.611 G_L1: 3.871 D_real: 0.328 D_fake: 0.073 +(epoch: 71, iters: 23780, time: 0.305, data: 0.019) G_GAN: 4.152 G_L1: 3.786 D_real: 0.065 D_fake: 0.074 +(epoch: 71, iters: 23880, time: 0.304, data: 0.019) G_GAN: 5.560 G_L1: 5.651 D_real: 0.181 D_fake: 0.010 +(epoch: 71, iters: 23980, time: 0.295, data: 0.020) G_GAN: 5.428 G_L1: 4.828 D_real: 0.080 D_fake: 0.031 +(epoch: 71, iters: 24080, time: 0.416, data: 0.019) G_GAN: 3.764 G_L1: 4.144 D_real: 0.187 D_fake: 0.037 +(epoch: 71, iters: 24180, time: 0.295, data: 0.018) G_GAN: 5.199 G_L1: 4.936 D_real: 0.001 D_fake: 0.045 +(epoch: 71, iters: 24280, time: 0.298, data: 0.020) G_GAN: 4.690 G_L1: 4.861 D_real: 0.001 D_fake: 0.101 +(epoch: 71, iters: 24380, time: 0.301, data: 0.019) G_GAN: 6.128 G_L1: 3.362 D_real: 0.166 D_fake: 0.013 +(epoch: 71, iters: 24480, time: 0.430, data: 0.019) G_GAN: 3.286 G_L1: 7.777 D_real: 0.011 D_fake: 0.233 +(epoch: 71, iters: 24580, time: 0.299, data: 0.019) G_GAN: 4.526 G_L1: 2.461 D_real: 0.214 D_fake: 0.036 +(epoch: 71, iters: 24680, time: 0.298, data: 0.020) G_GAN: 4.103 G_L1: 5.142 D_real: 0.004 D_fake: 0.109 +(epoch: 71, iters: 24780, time: 0.307, data: 0.019) G_GAN: 4.265 G_L1: 2.865 D_real: 0.136 D_fake: 0.218 +(epoch: 71, iters: 24880, time: 0.638, data: 0.018) G_GAN: 4.786 G_L1: 4.513 D_real: 0.069 D_fake: 0.033 +(epoch: 71, iters: 24980, time: 0.300, data: 0.019) G_GAN: 4.138 G_L1: 3.851 D_real: 0.019 D_fake: 0.103 +(epoch: 71, iters: 25080, time: 0.305, data: 0.019) G_GAN: 5.314 G_L1: 4.580 D_real: 0.008 D_fake: 0.065 +(epoch: 71, iters: 25180, time: 0.303, data: 0.025) G_GAN: 5.484 G_L1: 6.952 D_real: 0.042 D_fake: 0.017 +(epoch: 71, iters: 25280, time: 0.419, data: 0.019) G_GAN: 3.574 G_L1: 3.969 D_real: 0.094 D_fake: 0.080 +(epoch: 71, iters: 25380, time: 0.303, data: 0.019) G_GAN: 3.695 G_L1: 3.841 D_real: 0.180 D_fake: 0.138 +(epoch: 71, iters: 25480, time: 0.300, data: 0.018) G_GAN: 4.419 G_L1: 4.632 D_real: 0.017 D_fake: 0.070 +(epoch: 71, iters: 25580, time: 0.302, data: 0.020) G_GAN: 4.479 G_L1: 3.986 D_real: 0.021 D_fake: 0.103 +(epoch: 71, iters: 25680, time: 0.402, data: 0.019) G_GAN: 6.105 G_L1: 4.162 D_real: 0.040 D_fake: 0.008 +(epoch: 71, iters: 25780, time: 0.288, data: 0.018) G_GAN: 4.825 G_L1: 4.552 D_real: 0.186 D_fake: 0.041 +(epoch: 71, iters: 25880, time: 0.289, data: 0.017) G_GAN: 2.371 G_L1: 3.263 D_real: 0.441 D_fake: 0.278 +(epoch: 71, iters: 25980, time: 0.294, data: 0.019) G_GAN: 6.520 G_L1: 4.194 D_real: 0.002 D_fake: 0.021 +(epoch: 71, iters: 26080, time: 0.416, data: 0.019) G_GAN: 6.526 G_L1: 3.764 D_real: 0.068 D_fake: 0.033 +(epoch: 71, iters: 26180, time: 0.303, data: 0.019) G_GAN: 6.654 G_L1: 4.361 D_real: 0.364 D_fake: 0.016 +(epoch: 71, iters: 26280, time: 0.305, data: 0.020) G_GAN: 3.460 G_L1: 4.466 D_real: 0.012 D_fake: 0.092 +(epoch: 71, iters: 26380, time: 0.294, data: 0.019) G_GAN: 4.593 G_L1: 5.040 D_real: 0.024 D_fake: 0.039 +(epoch: 71, iters: 26480, time: 0.378, data: 0.018) G_GAN: 3.774 G_L1: 3.394 D_real: 0.009 D_fake: 0.460 +(epoch: 71, iters: 26580, time: 0.299, data: 0.017) G_GAN: 4.169 G_L1: 4.037 D_real: 0.017 D_fake: 0.194 +(epoch: 71, iters: 26680, time: 0.300, data: 0.018) G_GAN: 3.534 G_L1: 3.390 D_real: 0.091 D_fake: 0.083 +(epoch: 71, iters: 26780, time: 0.295, data: 0.019) G_GAN: 4.801 G_L1: 4.516 D_real: 0.077 D_fake: 0.026 +(epoch: 71, iters: 26880, time: 0.542, data: 0.019) G_GAN: 4.436 G_L1: 3.090 D_real: 0.146 D_fake: 0.028 +(epoch: 71, iters: 26980, time: 0.302, data: 0.021) G_GAN: 3.965 G_L1: 4.270 D_real: 0.014 D_fake: 0.156 +(epoch: 71, iters: 27080, time: 0.305, data: 0.020) G_GAN: 4.159 G_L1: 3.960 D_real: 0.614 D_fake: 0.040 +(epoch: 71, iters: 27180, time: 0.300, data: 0.018) G_GAN: 2.882 G_L1: 3.144 D_real: 0.540 D_fake: 0.062 +(epoch: 71, iters: 27280, time: 0.409, data: 0.019) G_GAN: 4.046 G_L1: 4.016 D_real: 0.092 D_fake: 0.056 +(epoch: 71, iters: 27380, time: 0.290, data: 0.019) G_GAN: 4.105 G_L1: 3.933 D_real: 0.024 D_fake: 0.051 +(epoch: 71, iters: 27480, time: 0.302, data: 0.018) G_GAN: 5.078 G_L1: 3.818 D_real: 0.320 D_fake: 0.054 +(epoch: 71, iters: 27580, time: 0.295, data: 0.020) G_GAN: 5.950 G_L1: 4.710 D_real: 0.039 D_fake: 0.049 +(epoch: 71, iters: 27680, time: 0.413, data: 0.019) G_GAN: 3.988 G_L1: 4.972 D_real: 0.067 D_fake: 0.044 +(epoch: 71, iters: 27780, time: 0.305, data: 0.020) G_GAN: 4.246 G_L1: 6.330 D_real: 0.061 D_fake: 0.121 +(epoch: 71, iters: 27880, time: 0.290, data: 0.019) G_GAN: 5.392 G_L1: 2.205 D_real: 0.023 D_fake: 0.112 +(epoch: 71, iters: 27980, time: 0.300, data: 0.017) G_GAN: 3.847 G_L1: 3.380 D_real: 0.236 D_fake: 0.023 +(epoch: 71, iters: 28080, time: 0.411, data: 0.019) G_GAN: 4.259 G_L1: 5.567 D_real: 0.041 D_fake: 0.052 +(epoch: 71, iters: 28180, time: 0.296, data: 0.018) G_GAN: 5.127 G_L1: 5.808 D_real: 0.021 D_fake: 0.061 +(epoch: 71, iters: 28280, time: 0.292, data: 0.021) G_GAN: 5.484 G_L1: 3.208 D_real: 0.012 D_fake: 0.016 +(epoch: 71, iters: 28380, time: 0.303, data: 0.018) G_GAN: 3.600 G_L1: 4.144 D_real: 0.062 D_fake: 0.133 +(epoch: 71, iters: 28480, time: 0.408, data: 0.021) G_GAN: 4.580 G_L1: 2.978 D_real: 0.109 D_fake: 0.028 +(epoch: 71, iters: 28580, time: 0.301, data: 0.019) G_GAN: 3.764 G_L1: 3.279 D_real: 0.033 D_fake: 0.073 +(epoch: 71, iters: 28680, time: 0.303, data: 0.018) G_GAN: 6.688 G_L1: 3.626 D_real: 0.310 D_fake: 0.007 +(epoch: 71, iters: 28780, time: 0.301, data: 0.018) G_GAN: 5.153 G_L1: 2.156 D_real: 0.012 D_fake: 0.107 +(epoch: 71, iters: 28880, time: 0.547, data: 0.019) G_GAN: 5.055 G_L1: 4.858 D_real: 0.012 D_fake: 0.050 +(epoch: 71, iters: 28980, time: 0.295, data: 0.018) G_GAN: 5.580 G_L1: 3.599 D_real: 0.170 D_fake: 0.015 +(epoch: 71, iters: 29080, time: 0.288, data: 0.018) G_GAN: 4.256 G_L1: 2.480 D_real: 0.853 D_fake: 0.010 +(epoch: 71, iters: 29180, time: 0.288, data: 0.015) G_GAN: 5.318 G_L1: 3.122 D_real: 0.431 D_fake: 0.016 +(epoch: 71, iters: 29280, time: 0.411, data: 0.016) G_GAN: 4.137 G_L1: 3.553 D_real: 0.116 D_fake: 0.056 +(epoch: 71, iters: 29380, time: 0.287, data: 0.018) G_GAN: 5.166 G_L1: 4.587 D_real: 0.107 D_fake: 0.074 +(epoch: 71, iters: 29480, time: 0.290, data: 0.018) G_GAN: 5.121 G_L1: 4.500 D_real: 0.022 D_fake: 0.091 +(epoch: 71, iters: 29580, time: 0.295, data: 0.017) G_GAN: 3.834 G_L1: 3.477 D_real: 0.004 D_fake: 0.244 +(epoch: 71, iters: 29680, time: 0.419, data: 0.017) G_GAN: 6.860 G_L1: 6.807 D_real: 0.150 D_fake: 0.013 +(epoch: 71, iters: 29780, time: 0.291, data: 0.017) G_GAN: 6.752 G_L1: 4.435 D_real: 0.006 D_fake: 0.009 +(epoch: 71, iters: 29880, time: 0.290, data: 0.017) G_GAN: 5.219 G_L1: 4.391 D_real: 0.064 D_fake: 0.025 +(epoch: 71, iters: 29980, time: 0.299, data: 0.016) G_GAN: 4.238 G_L1: 4.244 D_real: 0.347 D_fake: 0.030 +(epoch: 71, iters: 30080, time: 0.399, data: 0.018) G_GAN: 4.193 G_L1: 2.388 D_real: 0.188 D_fake: 0.071 +(epoch: 71, iters: 30180, time: 0.293, data: 0.017) G_GAN: 4.684 G_L1: 5.213 D_real: 0.134 D_fake: 0.030 +(epoch: 71, iters: 30280, time: 0.290, data: 0.018) G_GAN: 6.159 G_L1: 3.353 D_real: 0.007 D_fake: 0.015 +(epoch: 71, iters: 30380, time: 0.298, data: 0.019) G_GAN: 6.546 G_L1: 5.542 D_real: 0.003 D_fake: 0.004 +(epoch: 71, iters: 30480, time: 0.406, data: 0.018) G_GAN: 4.367 G_L1: 6.214 D_real: 0.035 D_fake: 0.158 +(epoch: 71, iters: 30580, time: 0.297, data: 0.019) G_GAN: 3.638 G_L1: 4.174 D_real: 0.135 D_fake: 0.093 +(epoch: 71, iters: 30680, time: 0.292, data: 0.018) G_GAN: 6.406 G_L1: 7.485 D_real: 0.100 D_fake: 0.019 +(epoch: 71, iters: 30780, time: 0.272, data: 0.017) G_GAN: 4.709 G_L1: 3.064 D_real: 0.076 D_fake: 0.245 +(epoch: 71, iters: 30880, time: 0.555, data: 0.015) G_GAN: 5.299 G_L1: 4.910 D_real: 0.238 D_fake: 0.011 +(epoch: 71, iters: 30980, time: 0.286, data: 0.016) G_GAN: 4.858 G_L1: 3.895 D_real: 0.072 D_fake: 0.055 +(epoch: 71, iters: 31080, time: 0.288, data: 0.017) G_GAN: 2.853 G_L1: 3.319 D_real: 0.006 D_fake: 0.780 +(epoch: 71, iters: 31180, time: 0.296, data: 0.016) G_GAN: 3.603 G_L1: 3.338 D_real: 0.035 D_fake: 0.153 +(epoch: 71, iters: 31280, time: 0.401, data: 0.019) G_GAN: 4.187 G_L1: 3.377 D_real: 0.310 D_fake: 0.179 +(epoch: 71, iters: 31380, time: 0.288, data: 0.017) G_GAN: 4.816 G_L1: 4.834 D_real: 0.044 D_fake: 0.108 +(epoch: 71, iters: 31480, time: 0.294, data: 0.016) G_GAN: 5.724 G_L1: 10.978 D_real: 0.035 D_fake: 0.015 +(epoch: 71, iters: 31580, time: 0.288, data: 0.018) G_GAN: 3.483 G_L1: 2.647 D_real: 0.062 D_fake: 0.058 +(epoch: 71, iters: 31680, time: 0.367, data: 0.017) G_GAN: 3.457 G_L1: 3.865 D_real: 0.175 D_fake: 0.378 +(epoch: 71, iters: 31780, time: 0.292, data: 0.017) G_GAN: 5.433 G_L1: 8.993 D_real: 0.140 D_fake: 0.024 +(epoch: 71, iters: 31880, time: 0.281, data: 0.019) G_GAN: 4.759 G_L1: 3.105 D_real: 0.060 D_fake: 0.026 +(epoch: 71, iters: 31980, time: 0.284, data: 0.016) G_GAN: 4.470 G_L1: 2.888 D_real: 0.219 D_fake: 0.038 +(epoch: 71, iters: 32080, time: 0.410, data: 0.017) G_GAN: 2.723 G_L1: 3.047 D_real: 0.312 D_fake: 0.108 +(epoch: 71, iters: 32180, time: 0.286, data: 0.018) G_GAN: 4.328 G_L1: 6.002 D_real: 0.000 D_fake: 0.181 +(epoch: 71, iters: 32280, time: 0.285, data: 0.018) G_GAN: 5.531 G_L1: 3.488 D_real: 0.028 D_fake: 0.228 +(epoch: 71, iters: 32380, time: 0.291, data: 0.016) G_GAN: 4.132 G_L1: 3.210 D_real: 0.031 D_fake: 0.066 +(epoch: 71, iters: 32480, time: 0.401, data: 0.018) G_GAN: 4.939 G_L1: 5.018 D_real: 0.008 D_fake: 0.081 +(epoch: 71, iters: 32580, time: 0.290, data: 0.015) G_GAN: 5.648 G_L1: 3.674 D_real: 0.123 D_fake: 0.032 +(epoch: 71, iters: 32680, time: 0.277, data: 0.017) G_GAN: 3.505 G_L1: 3.703 D_real: 0.177 D_fake: 0.105 +(epoch: 71, iters: 32780, time: 0.287, data: 0.017) G_GAN: 4.143 G_L1: 3.244 D_real: 0.052 D_fake: 0.150 +(epoch: 71, iters: 32880, time: 0.574, data: 0.019) G_GAN: 4.367 G_L1: 2.809 D_real: 0.854 D_fake: 0.042 +(epoch: 71, iters: 32980, time: 0.298, data: 0.015) G_GAN: 4.670 G_L1: 3.635 D_real: 0.053 D_fake: 0.084 +(epoch: 71, iters: 33080, time: 0.277, data: 0.019) G_GAN: 5.235 G_L1: 3.855 D_real: 0.103 D_fake: 0.017 +(epoch: 71, iters: 33180, time: 0.286, data: 0.019) G_GAN: 5.448 G_L1: 3.020 D_real: 0.007 D_fake: 0.108 +(epoch: 71, iters: 33280, time: 0.390, data: 0.017) G_GAN: 4.818 G_L1: 3.466 D_real: 0.057 D_fake: 0.050 +(epoch: 71, iters: 33380, time: 0.293, data: 0.018) G_GAN: 4.839 G_L1: 4.801 D_real: 0.002 D_fake: 0.073 +(epoch: 71, iters: 33480, time: 0.281, data: 0.030) G_GAN: 5.801 G_L1: 2.897 D_real: 0.091 D_fake: 0.013 +(epoch: 71, iters: 33580, time: 0.284, data: 0.017) G_GAN: 4.341 G_L1: 3.578 D_real: 0.169 D_fake: 0.425 +(epoch: 71, iters: 33680, time: 0.413, data: 0.017) G_GAN: 3.334 G_L1: 4.053 D_real: 0.431 D_fake: 0.066 +(epoch: 71, iters: 33780, time: 0.293, data: 0.017) G_GAN: 4.752 G_L1: 3.274 D_real: 0.027 D_fake: 0.092 +(epoch: 71, iters: 33880, time: 0.289, data: 0.018) G_GAN: 7.693 G_L1: 5.708 D_real: 0.208 D_fake: 0.009 +(epoch: 71, iters: 33980, time: 0.299, data: 0.018) G_GAN: 4.728 G_L1: 4.155 D_real: 0.029 D_fake: 0.341 +(epoch: 71, iters: 34080, time: 0.415, data: 0.019) G_GAN: 4.494 G_L1: 10.201 D_real: 0.028 D_fake: 0.051 +(epoch: 71, iters: 34180, time: 0.286, data: 0.019) G_GAN: 3.618 G_L1: 3.904 D_real: 0.007 D_fake: 0.470 +(epoch: 71, iters: 34280, time: 0.297, data: 0.017) G_GAN: 3.988 G_L1: 2.860 D_real: 0.296 D_fake: 0.028 +(epoch: 71, iters: 34380, time: 0.302, data: 0.018) G_GAN: 3.175 G_L1: 4.466 D_real: 0.255 D_fake: 0.056 +(epoch: 71, iters: 34480, time: 0.419, data: 0.020) G_GAN: 4.097 G_L1: 3.126 D_real: 0.109 D_fake: 0.221 +(epoch: 71, iters: 34580, time: 0.302, data: 0.019) G_GAN: 4.344 G_L1: 3.639 D_real: 0.056 D_fake: 0.042 +(epoch: 71, iters: 34680, time: 0.297, data: 0.020) G_GAN: 4.662 G_L1: 3.394 D_real: 0.034 D_fake: 0.123 +(epoch: 71, iters: 34780, time: 0.294, data: 0.019) G_GAN: 4.878 G_L1: 5.084 D_real: 0.099 D_fake: 0.057 +(epoch: 71, iters: 34880, time: 0.599, data: 0.019) G_GAN: 4.555 G_L1: 3.893 D_real: 0.092 D_fake: 0.040 +(epoch: 71, iters: 34980, time: 0.305, data: 0.018) G_GAN: 3.845 G_L1: 3.613 D_real: 0.309 D_fake: 0.036 +(epoch: 71, iters: 35080, time: 0.295, data: 0.019) G_GAN: 6.092 G_L1: 4.204 D_real: 0.015 D_fake: 0.104 +(epoch: 71, iters: 35180, time: 0.299, data: 0.017) G_GAN: 4.222 G_L1: 3.966 D_real: 0.023 D_fake: 0.111 +(epoch: 71, iters: 35280, time: 0.394, data: 0.020) G_GAN: 4.436 G_L1: 4.545 D_real: 0.001 D_fake: 0.057 +(epoch: 71, iters: 35380, time: 0.310, data: 0.015) G_GAN: 2.856 G_L1: 3.452 D_real: 0.656 D_fake: 0.120 +(epoch: 71, iters: 35480, time: 0.299, data: 0.017) G_GAN: 2.840 G_L1: 3.100 D_real: 1.095 D_fake: 0.039 +(epoch: 71, iters: 35580, time: 0.295, data: 0.019) G_GAN: 6.182 G_L1: 3.805 D_real: 0.073 D_fake: 0.023 +(epoch: 71, iters: 35680, time: 0.425, data: 0.017) G_GAN: 6.210 G_L1: 6.432 D_real: 0.071 D_fake: 0.024 +(epoch: 71, iters: 35780, time: 0.286, data: 0.019) G_GAN: 3.521 G_L1: 3.466 D_real: 0.215 D_fake: 0.054 +(epoch: 71, iters: 35880, time: 0.299, data: 0.016) G_GAN: 3.584 G_L1: 3.705 D_real: 0.452 D_fake: 0.046 +(epoch: 71, iters: 35980, time: 0.285, data: 0.018) G_GAN: 4.350 G_L1: 4.196 D_real: 0.021 D_fake: 0.161 +(epoch: 71, iters: 36080, time: 0.401, data: 0.017) G_GAN: 6.413 G_L1: 5.620 D_real: 0.244 D_fake: 0.055 +(epoch: 71, iters: 36180, time: 0.291, data: 0.018) G_GAN: 5.382 G_L1: 3.279 D_real: 0.116 D_fake: 0.013 +(epoch: 71, iters: 36280, time: 0.297, data: 0.018) G_GAN: 5.975 G_L1: 3.903 D_real: 0.037 D_fake: 0.027 +(epoch: 71, iters: 36380, time: 0.302, data: 0.018) G_GAN: 3.417 G_L1: 3.121 D_real: 0.147 D_fake: 0.075 +(epoch: 71, iters: 36480, time: 0.419, data: 0.019) G_GAN: 4.193 G_L1: 3.182 D_real: 0.132 D_fake: 0.218 +(epoch: 71, iters: 36580, time: 0.275, data: 0.017) G_GAN: 4.437 G_L1: 3.219 D_real: 0.038 D_fake: 0.040 +(epoch: 71, iters: 36680, time: 0.292, data: 0.015) G_GAN: 5.564 G_L1: 5.461 D_real: 0.040 D_fake: 0.020 +(epoch: 71, iters: 36780, time: 0.286, data: 0.018) G_GAN: 5.003 G_L1: 3.139 D_real: 0.171 D_fake: 0.145 +(epoch: 71, iters: 36880, time: 0.558, data: 0.018) G_GAN: 5.895 G_L1: 3.070 D_real: 0.044 D_fake: 0.014 +(epoch: 71, iters: 36980, time: 0.296, data: 0.018) G_GAN: 4.651 G_L1: 3.552 D_real: 0.001 D_fake: 0.080 +(epoch: 71, iters: 37080, time: 0.282, data: 0.018) G_GAN: 3.078 G_L1: 2.027 D_real: 0.429 D_fake: 0.134 +(epoch: 71, iters: 37180, time: 0.296, data: 0.017) G_GAN: 4.375 G_L1: 3.612 D_real: 0.139 D_fake: 0.037 +(epoch: 71, iters: 37280, time: 0.414, data: 0.020) G_GAN: 4.362 G_L1: 3.451 D_real: 0.097 D_fake: 0.058 +(epoch: 71, iters: 37380, time: 0.291, data: 0.019) G_GAN: 4.315 G_L1: 3.756 D_real: 0.033 D_fake: 0.022 +(epoch: 71, iters: 37480, time: 0.293, data: 0.017) G_GAN: 8.489 G_L1: 4.693 D_real: 0.104 D_fake: 0.003 +(epoch: 71, iters: 37580, time: 0.298, data: 0.018) G_GAN: 4.773 G_L1: 3.532 D_real: 0.069 D_fake: 0.600 +(epoch: 71, iters: 37680, time: 0.419, data: 0.020) G_GAN: 3.913 G_L1: 4.647 D_real: 0.035 D_fake: 0.175 +(epoch: 71, iters: 37780, time: 0.277, data: 0.018) G_GAN: 5.038 G_L1: 4.601 D_real: 0.034 D_fake: 0.033 +(epoch: 71, iters: 37880, time: 0.299, data: 0.017) G_GAN: 5.242 G_L1: 4.176 D_real: 0.003 D_fake: 0.205 +(epoch: 71, iters: 37980, time: 0.289, data: 0.018) G_GAN: 4.814 G_L1: 3.458 D_real: 0.523 D_fake: 0.013 +(epoch: 71, iters: 38080, time: 0.412, data: 0.017) G_GAN: 3.392 G_L1: 3.523 D_real: 0.213 D_fake: 0.174 +(epoch: 71, iters: 38180, time: 0.279, data: 0.020) G_GAN: 4.577 G_L1: 5.951 D_real: 0.026 D_fake: 0.124 +(epoch: 71, iters: 38280, time: 0.288, data: 0.018) G_GAN: 4.837 G_L1: 3.613 D_real: 0.262 D_fake: 0.015 +(epoch: 71, iters: 38380, time: 0.295, data: 0.018) G_GAN: 3.668 G_L1: 3.631 D_real: 0.000 D_fake: 0.112 +(epoch: 71, iters: 38480, time: 0.382, data: 0.019) G_GAN: 5.722 G_L1: 3.381 D_real: 0.070 D_fake: 0.025 +(epoch: 71, iters: 38580, time: 0.302, data: 0.017) G_GAN: 3.691 G_L1: 3.659 D_real: 0.044 D_fake: 0.125 +(epoch: 71, iters: 38680, time: 0.288, data: 0.019) G_GAN: 4.871 G_L1: 3.595 D_real: 0.110 D_fake: 0.057 +(epoch: 71, iters: 38780, time: 0.300, data: 0.019) G_GAN: 6.075 G_L1: 3.448 D_real: 0.130 D_fake: 0.028 +(epoch: 71, iters: 38880, time: 0.594, data: 0.020) G_GAN: 5.043 G_L1: 3.374 D_real: 0.009 D_fake: 0.021 +(epoch: 71, iters: 38980, time: 0.295, data: 0.018) G_GAN: 5.400 G_L1: 5.208 D_real: 0.004 D_fake: 0.126 +(epoch: 71, iters: 39080, time: 0.279, data: 0.018) G_GAN: 3.137 G_L1: 2.567 D_real: 0.635 D_fake: 0.079 +(epoch: 71, iters: 39180, time: 0.303, data: 0.015) G_GAN: 6.760 G_L1: 3.540 D_real: 0.004 D_fake: 0.031 +(epoch: 71, iters: 39280, time: 0.418, data: 0.021) G_GAN: 5.210 G_L1: 3.771 D_real: 0.336 D_fake: 0.022 +(epoch: 71, iters: 39380, time: 0.305, data: 0.019) G_GAN: 5.324 G_L1: 6.167 D_real: 0.043 D_fake: 0.017 +(epoch: 71, iters: 39480, time: 0.307, data: 0.020) G_GAN: 5.355 G_L1: 5.165 D_real: 0.033 D_fake: 0.026 +(epoch: 71, iters: 39580, time: 0.297, data: 0.019) G_GAN: 5.083 G_L1: 4.155 D_real: 0.010 D_fake: 0.085 +(epoch: 71, iters: 39680, time: 0.401, data: 0.019) G_GAN: 5.598 G_L1: 4.877 D_real: 0.001 D_fake: 0.042 +(epoch: 71, iters: 39780, time: 0.305, data: 0.017) G_GAN: 5.858 G_L1: 5.997 D_real: 0.007 D_fake: 0.164 +(epoch: 71, iters: 39880, time: 0.296, data: 0.019) G_GAN: 5.149 G_L1: 4.328 D_real: 0.064 D_fake: 0.019 +(epoch: 71, iters: 39980, time: 0.305, data: 0.019) G_GAN: 7.269 G_L1: 4.818 D_real: 0.020 D_fake: 0.006 +(epoch: 71, iters: 40080, time: 0.413, data: 0.020) G_GAN: 3.336 G_L1: 4.096 D_real: 0.736 D_fake: 0.026 +(epoch: 71, iters: 40180, time: 0.297, data: 0.020) G_GAN: 5.727 G_L1: 3.225 D_real: 0.098 D_fake: 0.022 +(epoch: 71, iters: 40280, time: 0.300, data: 0.018) G_GAN: 6.331 G_L1: 7.091 D_real: 0.117 D_fake: 0.007 +(epoch: 71, iters: 40380, time: 0.300, data: 0.020) G_GAN: 4.642 G_L1: 6.594 D_real: 0.010 D_fake: 0.345 +(epoch: 71, iters: 40480, time: 0.397, data: 0.020) G_GAN: 3.501 G_L1: 3.420 D_real: 0.021 D_fake: 0.120 +(epoch: 71, iters: 40580, time: 0.300, data: 0.019) G_GAN: 5.645 G_L1: 3.083 D_real: 0.029 D_fake: 0.023 +(epoch: 71, iters: 40680, time: 0.296, data: 0.019) G_GAN: 4.494 G_L1: 3.683 D_real: 0.120 D_fake: 0.058 +(epoch: 71, iters: 40780, time: 0.290, data: 0.018) G_GAN: 4.627 G_L1: 5.997 D_real: 0.027 D_fake: 0.053 +(epoch: 71, iters: 40880, time: 0.625, data: 0.018) G_GAN: 4.705 G_L1: 6.333 D_real: 0.779 D_fake: 0.020 +(epoch: 71, iters: 40980, time: 0.303, data: 0.017) G_GAN: 4.781 G_L1: 4.289 D_real: 0.103 D_fake: 0.073 +(epoch: 71, iters: 41080, time: 0.307, data: 0.020) G_GAN: 4.700 G_L1: 3.102 D_real: 0.078 D_fake: 0.225 +(epoch: 71, iters: 41180, time: 0.302, data: 0.019) G_GAN: 3.905 G_L1: 2.708 D_real: 0.069 D_fake: 0.078 +(epoch: 71, iters: 41280, time: 0.408, data: 0.019) G_GAN: 4.223 G_L1: 3.421 D_real: 0.052 D_fake: 0.122 +(epoch: 71, iters: 41380, time: 0.293, data: 0.018) G_GAN: 6.882 G_L1: 3.328 D_real: 0.122 D_fake: 0.031 +(epoch: 71, iters: 41480, time: 0.301, data: 0.017) G_GAN: 4.788 G_L1: 5.923 D_real: 0.158 D_fake: 0.026 +(epoch: 71, iters: 41580, time: 0.300, data: 0.020) G_GAN: 4.095 G_L1: 2.470 D_real: 0.004 D_fake: 0.103 +(epoch: 71, iters: 41680, time: 0.406, data: 0.021) G_GAN: 9.108 G_L1: 8.145 D_real: 0.001 D_fake: 0.003 +(epoch: 71, iters: 41780, time: 0.285, data: 0.018) G_GAN: 3.570 G_L1: 3.742 D_real: 0.244 D_fake: 0.037 +(epoch: 71, iters: 41880, time: 0.305, data: 0.016) G_GAN: 5.134 G_L1: 4.898 D_real: 0.053 D_fake: 0.029 +(epoch: 71, iters: 41980, time: 0.295, data: 0.019) G_GAN: 5.095 G_L1: 4.490 D_real: 0.323 D_fake: 0.785 +(epoch: 71, iters: 42080, time: 0.423, data: 0.020) G_GAN: 4.674 G_L1: 3.057 D_real: 0.682 D_fake: 0.019 +(epoch: 71, iters: 42180, time: 0.305, data: 0.019) G_GAN: 4.099 G_L1: 4.078 D_real: 0.002 D_fake: 0.060 +(epoch: 71, iters: 42280, time: 0.305, data: 0.018) G_GAN: 4.581 G_L1: 4.580 D_real: 0.169 D_fake: 0.039 +(epoch: 71, iters: 42380, time: 0.302, data: 0.021) G_GAN: 4.360 G_L1: 3.648 D_real: 0.152 D_fake: 0.185 +(epoch: 71, iters: 42480, time: 0.415, data: 0.019) G_GAN: 7.554 G_L1: 3.660 D_real: 0.021 D_fake: 0.008 +(epoch: 71, iters: 42580, time: 0.305, data: 0.019) G_GAN: 4.727 G_L1: 5.107 D_real: 0.003 D_fake: 0.092 +(epoch: 71, iters: 42680, time: 0.305, data: 0.022) G_GAN: 5.457 G_L1: 3.998 D_real: 0.065 D_fake: 0.021 +(epoch: 71, iters: 42780, time: 0.295, data: 0.020) G_GAN: 7.170 G_L1: 6.681 D_real: 0.037 D_fake: 0.023 +(epoch: 71, iters: 42880, time: 0.554, data: 0.018) G_GAN: 4.138 G_L1: 3.705 D_real: 0.050 D_fake: 0.100 +(epoch: 71, iters: 42980, time: 0.296, data: 0.018) G_GAN: 5.257 G_L1: 2.604 D_real: 0.065 D_fake: 0.061 +(epoch: 71, iters: 43080, time: 0.300, data: 0.018) G_GAN: 4.244 G_L1: 5.191 D_real: 0.013 D_fake: 0.091 +(epoch: 71, iters: 43180, time: 0.305, data: 0.019) G_GAN: 2.711 G_L1: 4.594 D_real: 0.224 D_fake: 0.389 +(epoch: 71, iters: 43280, time: 0.375, data: 0.020) G_GAN: 2.949 G_L1: 3.113 D_real: 1.111 D_fake: 0.010 +(epoch: 71, iters: 43380, time: 0.303, data: 0.018) G_GAN: 4.294 G_L1: 3.150 D_real: 0.080 D_fake: 0.152 +(epoch: 71, iters: 43480, time: 0.295, data: 0.021) G_GAN: 3.417 G_L1: 3.524 D_real: 0.325 D_fake: 0.092 +(epoch: 71, iters: 43580, time: 0.298, data: 0.018) G_GAN: 5.508 G_L1: 4.496 D_real: 0.150 D_fake: 0.029 +(epoch: 71, iters: 43680, time: 0.410, data: 0.019) G_GAN: 3.823 G_L1: 3.166 D_real: 0.055 D_fake: 0.197 +(epoch: 71, iters: 43780, time: 0.301, data: 0.019) G_GAN: 4.600 G_L1: 7.868 D_real: 0.003 D_fake: 0.059 +(epoch: 71, iters: 43880, time: 0.301, data: 0.020) G_GAN: 5.489 G_L1: 4.091 D_real: 0.018 D_fake: 0.066 +(epoch: 71, iters: 43980, time: 0.304, data: 0.020) G_GAN: 5.020 G_L1: 3.986 D_real: 0.002 D_fake: 0.030 +(epoch: 71, iters: 44080, time: 0.420, data: 0.019) G_GAN: 5.397 G_L1: 4.687 D_real: 0.001 D_fake: 0.568 +(epoch: 71, iters: 44180, time: 0.301, data: 0.019) G_GAN: 4.044 G_L1: 3.444 D_real: 0.110 D_fake: 0.081 +(epoch: 71, iters: 44280, time: 0.298, data: 0.019) G_GAN: 5.774 G_L1: 3.588 D_real: 0.030 D_fake: 0.025 +(epoch: 71, iters: 44380, time: 0.304, data: 0.019) G_GAN: 4.502 G_L1: 6.344 D_real: 0.005 D_fake: 0.038 +(epoch: 71, iters: 44480, time: 0.387, data: 0.019) G_GAN: 5.181 G_L1: 3.350 D_real: 0.595 D_fake: 0.056 +(epoch: 71, iters: 44580, time: 0.302, data: 0.017) G_GAN: 6.736 G_L1: 3.772 D_real: 0.020 D_fake: 0.009 +(epoch: 71, iters: 44680, time: 0.293, data: 0.020) G_GAN: 4.009 G_L1: 3.059 D_real: 0.722 D_fake: 0.052 +(epoch: 71, iters: 44780, time: 0.302, data: 0.019) G_GAN: 3.873 G_L1: 3.393 D_real: 0.000 D_fake: 0.135 +(epoch: 71, iters: 44880, time: 0.588, data: 0.020) G_GAN: 4.621 G_L1: 3.382 D_real: 0.012 D_fake: 0.083 +(epoch: 71, iters: 44980, time: 0.305, data: 0.022) G_GAN: 3.166 G_L1: 2.516 D_real: 0.101 D_fake: 0.130 +(epoch: 71, iters: 45080, time: 0.299, data: 0.022) G_GAN: 5.896 G_L1: 4.340 D_real: 0.010 D_fake: 0.247 +(epoch: 71, iters: 45180, time: 0.293, data: 0.020) G_GAN: 4.762 G_L1: 3.208 D_real: 0.001 D_fake: 0.111 +(epoch: 71, iters: 45280, time: 0.429, data: 0.017) G_GAN: 5.218 G_L1: 4.041 D_real: 0.385 D_fake: 0.005 +(epoch: 71, iters: 45380, time: 0.301, data: 0.018) G_GAN: 5.052 G_L1: 4.487 D_real: 0.071 D_fake: 0.113 +(epoch: 71, iters: 45480, time: 0.300, data: 0.019) G_GAN: 4.759 G_L1: 3.995 D_real: 0.004 D_fake: 0.035 +(epoch: 71, iters: 45580, time: 0.307, data: 0.021) G_GAN: 6.107 G_L1: 5.115 D_real: 0.016 D_fake: 0.049 +(epoch: 71, iters: 45680, time: 0.417, data: 0.020) G_GAN: 5.346 G_L1: 2.854 D_real: 0.053 D_fake: 0.254 +(epoch: 71, iters: 45780, time: 0.302, data: 0.021) G_GAN: 4.291 G_L1: 3.252 D_real: 0.096 D_fake: 0.076 +(epoch: 71, iters: 45880, time: 0.301, data: 0.020) G_GAN: 7.201 G_L1: 5.624 D_real: 0.132 D_fake: 0.018 +(epoch: 71, iters: 45980, time: 0.296, data: 0.019) G_GAN: 4.585 G_L1: 3.819 D_real: 0.061 D_fake: 0.097 +(epoch: 71, iters: 46080, time: 0.417, data: 0.018) G_GAN: 4.270 G_L1: 3.975 D_real: 0.012 D_fake: 0.088 +(epoch: 71, iters: 46180, time: 0.294, data: 0.019) G_GAN: 4.388 G_L1: 3.852 D_real: 0.021 D_fake: 0.063 +(epoch: 71, iters: 46280, time: 0.305, data: 0.018) G_GAN: 4.354 G_L1: 4.293 D_real: 0.091 D_fake: 0.033 +(epoch: 71, iters: 46380, time: 0.305, data: 0.018) G_GAN: 6.330 G_L1: 4.228 D_real: 0.293 D_fake: 0.010 +(epoch: 71, iters: 46480, time: 0.377, data: 0.020) G_GAN: 4.587 G_L1: 3.220 D_real: 0.225 D_fake: 0.429 +(epoch: 71, iters: 46580, time: 0.295, data: 0.017) G_GAN: 5.162 G_L1: 3.591 D_real: 0.162 D_fake: 0.049 +(epoch: 71, iters: 46680, time: 0.302, data: 0.018) G_GAN: 2.766 G_L1: 2.726 D_real: 0.229 D_fake: 0.168 +(epoch: 71, iters: 46780, time: 0.301, data: 0.033) G_GAN: 6.095 G_L1: 4.400 D_real: 0.000 D_fake: 0.012 +(epoch: 71, iters: 46880, time: 0.614, data: 0.019) G_GAN: 4.021 G_L1: 2.564 D_real: 0.017 D_fake: 0.190 +(epoch: 71, iters: 46980, time: 0.307, data: 0.017) G_GAN: 4.911 G_L1: 2.537 D_real: 0.001 D_fake: 0.073 +(epoch: 71, iters: 47080, time: 0.300, data: 0.019) G_GAN: 4.502 G_L1: 2.823 D_real: 0.010 D_fake: 0.062 +(epoch: 71, iters: 47180, time: 0.298, data: 0.019) G_GAN: 5.238 G_L1: 5.012 D_real: 0.175 D_fake: 0.021 +(epoch: 71, iters: 47280, time: 0.415, data: 0.020) G_GAN: 5.356 G_L1: 3.732 D_real: 0.002 D_fake: 0.081 +(epoch: 71, iters: 47380, time: 0.293, data: 0.018) G_GAN: 4.677 G_L1: 4.514 D_real: 0.009 D_fake: 0.051 +(epoch: 71, iters: 47480, time: 0.304, data: 0.017) G_GAN: 4.340 G_L1: 3.597 D_real: 0.026 D_fake: 0.101 +(epoch: 71, iters: 47580, time: 0.301, data: 0.019) G_GAN: 4.421 G_L1: 2.386 D_real: 1.034 D_fake: 0.030 +(epoch: 71, iters: 47680, time: 0.395, data: 0.019) G_GAN: 6.004 G_L1: 4.689 D_real: 0.157 D_fake: 0.016 +(epoch: 71, iters: 47780, time: 0.292, data: 0.020) G_GAN: 5.232 G_L1: 3.525 D_real: 0.023 D_fake: 0.028 +(epoch: 71, iters: 47880, time: 0.303, data: 0.018) G_GAN: 3.633 G_L1: 3.420 D_real: 0.358 D_fake: 0.053 +(epoch: 71, iters: 47980, time: 0.301, data: 0.018) G_GAN: 5.326 G_L1: 4.701 D_real: 0.003 D_fake: 0.132 +(epoch: 71, iters: 48080, time: 0.425, data: 0.018) G_GAN: 7.865 G_L1: 6.253 D_real: 0.001 D_fake: 0.003 +(epoch: 71, iters: 48180, time: 0.293, data: 0.018) G_GAN: 4.115 G_L1: 5.399 D_real: 0.001 D_fake: 0.105 +(epoch: 71, iters: 48280, time: 0.304, data: 0.020) G_GAN: 5.675 G_L1: 5.221 D_real: 0.002 D_fake: 0.151 +(epoch: 71, iters: 48380, time: 0.297, data: 0.019) G_GAN: 6.555 G_L1: 3.909 D_real: 0.024 D_fake: 0.007 +(epoch: 71, iters: 48480, time: 0.383, data: 0.017) G_GAN: 3.770 G_L1: 2.477 D_real: 0.007 D_fake: 0.402 +(epoch: 71, iters: 48580, time: 0.303, data: 0.019) G_GAN: 4.991 G_L1: 2.863 D_real: 0.026 D_fake: 0.056 +(epoch: 71, iters: 48680, time: 0.300, data: 0.019) G_GAN: 4.965 G_L1: 4.844 D_real: 0.219 D_fake: 0.071 +(epoch: 71, iters: 48780, time: 0.307, data: 0.019) G_GAN: 4.923 G_L1: 4.050 D_real: 0.017 D_fake: 0.057 +(epoch: 71, iters: 48880, time: 0.608, data: 0.019) G_GAN: 4.608 G_L1: 4.823 D_real: 0.014 D_fake: 0.201 +(epoch: 71, iters: 48980, time: 0.304, data: 0.020) G_GAN: 5.491 G_L1: 4.810 D_real: 0.254 D_fake: 0.055 +(epoch: 71, iters: 49080, time: 0.301, data: 0.020) G_GAN: 6.781 G_L1: 5.208 D_real: 0.001 D_fake: 0.006 +(epoch: 71, iters: 49180, time: 0.296, data: 0.029) G_GAN: 5.261 G_L1: 5.377 D_real: 0.002 D_fake: 0.118 +(epoch: 71, iters: 49280, time: 0.410, data: 0.018) G_GAN: 4.128 G_L1: 3.671 D_real: 0.005 D_fake: 0.059 +(epoch: 71, iters: 49380, time: 0.271, data: 0.018) G_GAN: 6.296 G_L1: 3.868 D_real: 0.019 D_fake: 0.012 +(epoch: 71, iters: 49480, time: 0.293, data: 0.014) G_GAN: 4.279 G_L1: 2.791 D_real: 0.024 D_fake: 0.037 +(epoch: 71, iters: 49580, time: 0.304, data: 0.018) G_GAN: 7.153 G_L1: 5.433 D_real: 0.072 D_fake: 0.003 +(epoch: 71, iters: 49680, time: 0.425, data: 0.020) G_GAN: 4.606 G_L1: 6.930 D_real: 0.009 D_fake: 0.173 +(epoch: 71, iters: 49780, time: 0.301, data: 0.022) G_GAN: 4.239 G_L1: 3.838 D_real: 0.005 D_fake: 0.348 +(epoch: 71, iters: 49880, time: 0.289, data: 0.020) G_GAN: 6.315 G_L1: 4.070 D_real: 0.046 D_fake: 0.007 +(epoch: 71, iters: 49980, time: 0.296, data: 0.020) G_GAN: 7.174 G_L1: 5.312 D_real: 0.050 D_fake: 0.014 +(epoch: 71, iters: 50080, time: 0.422, data: 0.017) G_GAN: 4.549 G_L1: 4.194 D_real: 0.046 D_fake: 0.026 +(epoch: 71, iters: 50180, time: 0.292, data: 0.017) G_GAN: 5.198 G_L1: 2.774 D_real: 0.012 D_fake: 0.063 +(epoch: 71, iters: 50280, time: 0.303, data: 0.018) G_GAN: 4.779 G_L1: 4.202 D_real: 0.002 D_fake: 0.046 +(epoch: 71, iters: 50380, time: 0.302, data: 0.020) G_GAN: 5.364 G_L1: 3.769 D_real: 0.121 D_fake: 0.064 +(epoch: 71, iters: 50480, time: 0.419, data: 0.019) G_GAN: 5.458 G_L1: 4.298 D_real: 0.001 D_fake: 0.064 +(epoch: 71, iters: 50580, time: 0.303, data: 0.019) G_GAN: 4.851 G_L1: 3.012 D_real: 0.051 D_fake: 0.106 +(epoch: 71, iters: 50680, time: 0.299, data: 0.018) G_GAN: 4.941 G_L1: 3.975 D_real: 0.039 D_fake: 0.045 +(epoch: 71, iters: 50780, time: 0.303, data: 0.021) G_GAN: 4.078 G_L1: 3.758 D_real: 0.293 D_fake: 0.043 +(epoch: 71, iters: 50880, time: 0.543, data: 0.019) G_GAN: 3.942 G_L1: 4.260 D_real: 0.003 D_fake: 0.262 +(epoch: 71, iters: 50980, time: 0.295, data: 0.018) G_GAN: 6.779 G_L1: 6.521 D_real: 0.023 D_fake: 0.097 +(epoch: 71, iters: 51080, time: 0.295, data: 0.018) G_GAN: 5.076 G_L1: 5.320 D_real: 0.174 D_fake: 0.047 +(epoch: 71, iters: 51180, time: 0.302, data: 0.020) G_GAN: 4.177 G_L1: 6.794 D_real: 0.269 D_fake: 0.143 +(epoch: 71, iters: 51280, time: 0.425, data: 0.018) G_GAN: 4.499 G_L1: 4.523 D_real: 0.012 D_fake: 0.060 +(epoch: 71, iters: 51380, time: 0.292, data: 0.018) G_GAN: 3.827 G_L1: 4.701 D_real: 0.090 D_fake: 0.105 +(epoch: 71, iters: 51480, time: 0.297, data: 0.019) G_GAN: 4.284 G_L1: 4.285 D_real: 0.019 D_fake: 0.064 +(epoch: 71, iters: 51580, time: 0.294, data: 0.019) G_GAN: 3.728 G_L1: 3.421 D_real: 0.019 D_fake: 0.121 +(epoch: 71, iters: 51680, time: 0.416, data: 0.018) G_GAN: 4.371 G_L1: 3.288 D_real: 0.060 D_fake: 0.036 +(epoch: 71, iters: 51780, time: 0.296, data: 0.019) G_GAN: 5.047 G_L1: 6.196 D_real: 0.002 D_fake: 0.083 +(epoch: 71, iters: 51880, time: 0.296, data: 0.019) G_GAN: 4.581 G_L1: 6.054 D_real: 0.081 D_fake: 0.059 +(epoch: 71, iters: 51980, time: 0.290, data: 0.019) G_GAN: 5.724 G_L1: 3.555 D_real: 0.043 D_fake: 0.024 +(epoch: 71, iters: 52080, time: 0.408, data: 0.019) G_GAN: 5.087 G_L1: 8.568 D_real: 0.010 D_fake: 0.044 +(epoch: 71, iters: 52180, time: 0.299, data: 0.017) G_GAN: 5.600 G_L1: 5.116 D_real: 0.019 D_fake: 0.035 +(epoch: 71, iters: 52280, time: 0.297, data: 0.019) G_GAN: 3.203 G_L1: 4.283 D_real: 0.403 D_fake: 0.056 +(epoch: 71, iters: 52380, time: 0.299, data: 0.020) G_GAN: 2.997 G_L1: 3.972 D_real: 0.410 D_fake: 0.075 +(epoch: 71, iters: 52480, time: 0.417, data: 0.019) G_GAN: 4.501 G_L1: 4.742 D_real: 0.086 D_fake: 0.074 +(epoch: 71, iters: 52580, time: 0.304, data: 0.018) G_GAN: 7.702 G_L1: 5.246 D_real: 0.023 D_fake: 0.004 +(epoch: 71, iters: 52680, time: 0.299, data: 0.019) G_GAN: 3.575 G_L1: 3.141 D_real: 0.074 D_fake: 0.130 +(epoch: 71, iters: 52780, time: 0.278, data: 0.018) G_GAN: 4.603 G_L1: 3.864 D_real: 0.006 D_fake: 0.151 +(epoch: 71, iters: 52880, time: 0.563, data: 0.015) G_GAN: 5.292 G_L1: 3.473 D_real: 0.009 D_fake: 0.028 +(epoch: 71, iters: 52980, time: 0.294, data: 0.019) G_GAN: 3.730 G_L1: 2.888 D_real: 0.123 D_fake: 0.119 +(epoch: 71, iters: 53080, time: 0.302, data: 0.023) G_GAN: 5.278 G_L1: 3.690 D_real: 0.090 D_fake: 0.257 +(epoch: 71, iters: 53180, time: 0.299, data: 0.019) G_GAN: 4.601 G_L1: 4.782 D_real: 0.094 D_fake: 0.049 +(epoch: 71, iters: 53280, time: 0.404, data: 0.019) G_GAN: 4.550 G_L1: 2.899 D_real: 0.047 D_fake: 0.033 +(epoch: 71, iters: 53380, time: 0.303, data: 0.017) G_GAN: 4.877 G_L1: 3.948 D_real: 0.105 D_fake: 0.042 +(epoch: 71, iters: 53480, time: 0.289, data: 0.022) G_GAN: 4.360 G_L1: 3.603 D_real: 0.000 D_fake: 0.297 +(epoch: 71, iters: 53580, time: 0.286, data: 0.017) G_GAN: 6.698 G_L1: 3.586 D_real: 0.001 D_fake: 0.111 +(epoch: 71, iters: 53680, time: 0.386, data: 0.020) G_GAN: 3.325 G_L1: 3.700 D_real: 0.021 D_fake: 0.253 +(epoch: 71, iters: 53780, time: 0.306, data: 0.018) G_GAN: 3.508 G_L1: 3.528 D_real: 0.215 D_fake: 0.219 +(epoch: 71, iters: 53880, time: 0.301, data: 0.019) G_GAN: 4.519 G_L1: 7.959 D_real: 0.021 D_fake: 0.388 +(epoch: 71, iters: 53980, time: 0.285, data: 0.018) G_GAN: 4.839 G_L1: 4.095 D_real: 0.001 D_fake: 0.078 +(epoch: 71, iters: 54080, time: 0.403, data: 0.017) G_GAN: 3.615 G_L1: 3.655 D_real: 0.156 D_fake: 0.137 +(epoch: 71, iters: 54180, time: 0.285, data: 0.016) G_GAN: 3.333 G_L1: 4.884 D_real: 0.227 D_fake: 0.070 +(epoch: 71, iters: 54280, time: 0.297, data: 0.017) G_GAN: 4.746 G_L1: 3.535 D_real: 0.177 D_fake: 0.025 +(epoch: 71, iters: 54380, time: 0.277, data: 0.017) G_GAN: 2.828 G_L1: 3.535 D_real: 0.128 D_fake: 0.082 +(epoch: 71, iters: 54480, time: 0.384, data: 0.015) G_GAN: 4.941 G_L1: 2.709 D_real: 0.020 D_fake: 0.090 +(epoch: 71, iters: 54580, time: 0.275, data: 0.016) G_GAN: 4.418 G_L1: 4.122 D_real: 0.066 D_fake: 0.207 +(epoch: 71, iters: 54680, time: 0.299, data: 0.018) G_GAN: 3.677 G_L1: 3.434 D_real: 0.016 D_fake: 0.163 +(epoch: 71, iters: 54780, time: 0.294, data: 0.018) G_GAN: 6.440 G_L1: 4.348 D_real: 0.003 D_fake: 0.020 +(epoch: 71, iters: 54880, time: 0.608, data: 0.018) G_GAN: 4.633 G_L1: 4.385 D_real: 0.063 D_fake: 0.018 +(epoch: 71, iters: 54980, time: 0.297, data: 0.018) G_GAN: 4.121 G_L1: 2.909 D_real: 0.166 D_fake: 0.065 +(epoch: 71, iters: 55080, time: 0.291, data: 0.020) G_GAN: 3.212 G_L1: 3.842 D_real: 0.391 D_fake: 0.038 +(epoch: 71, iters: 55180, time: 0.299, data: 0.017) G_GAN: 4.225 G_L1: 3.115 D_real: 0.050 D_fake: 0.037 +(epoch: 71, iters: 55280, time: 0.412, data: 0.018) G_GAN: 4.273 G_L1: 2.960 D_real: 0.016 D_fake: 0.160 +(epoch: 71, iters: 55380, time: 0.298, data: 0.018) G_GAN: 5.935 G_L1: 4.696 D_real: 0.066 D_fake: 0.013 +(epoch: 71, iters: 55480, time: 0.282, data: 0.018) G_GAN: 5.990 G_L1: 3.660 D_real: 0.034 D_fake: 0.009 +(epoch: 71, iters: 55580, time: 0.285, data: 0.020) G_GAN: 5.028 G_L1: 3.100 D_real: 0.188 D_fake: 0.010 +(epoch: 71, iters: 55680, time: 0.425, data: 0.018) G_GAN: 4.246 G_L1: 5.287 D_real: 0.019 D_fake: 0.415 +(epoch: 71, iters: 55780, time: 0.287, data: 0.017) G_GAN: 4.559 G_L1: 3.416 D_real: 0.145 D_fake: 0.040 +(epoch: 71, iters: 55880, time: 0.289, data: 0.017) G_GAN: 5.275 G_L1: 2.585 D_real: 0.166 D_fake: 0.024 +(epoch: 71, iters: 55980, time: 0.278, data: 0.017) G_GAN: 4.716 G_L1: 2.392 D_real: 0.008 D_fake: 0.050 +(epoch: 71, iters: 56080, time: 0.392, data: 0.014) G_GAN: 4.601 G_L1: 4.538 D_real: 0.004 D_fake: 0.111 +(epoch: 71, iters: 56180, time: 0.288, data: 0.015) G_GAN: 5.755 G_L1: 3.856 D_real: 0.071 D_fake: 0.011 +(epoch: 71, iters: 56280, time: 0.291, data: 0.018) G_GAN: 4.186 G_L1: 4.288 D_real: 0.004 D_fake: 0.240 +(epoch: 71, iters: 56380, time: 0.290, data: 0.017) G_GAN: 4.466 G_L1: 3.141 D_real: 0.001 D_fake: 0.108 +(epoch: 71, iters: 56480, time: 0.396, data: 0.017) G_GAN: 3.909 G_L1: 3.419 D_real: 0.527 D_fake: 0.047 +(epoch: 71, iters: 56580, time: 0.286, data: 0.016) G_GAN: 4.172 G_L1: 4.584 D_real: 0.068 D_fake: 0.045 +(epoch: 71, iters: 56680, time: 0.283, data: 0.015) G_GAN: 4.801 G_L1: 3.838 D_real: 0.127 D_fake: 0.145 +(epoch: 71, iters: 56780, time: 0.280, data: 0.016) G_GAN: 4.475 G_L1: 4.169 D_real: 0.104 D_fake: 0.119 +(epoch: 71, iters: 56880, time: 0.599, data: 0.019) G_GAN: 6.653 G_L1: 9.333 D_real: 0.010 D_fake: 0.026 +(epoch: 71, iters: 56980, time: 0.284, data: 0.018) G_GAN: 4.075 G_L1: 4.265 D_real: 0.099 D_fake: 0.037 +(epoch: 71, iters: 57080, time: 0.299, data: 0.019) G_GAN: 5.285 G_L1: 5.691 D_real: 0.013 D_fake: 0.048 +(epoch: 71, iters: 57180, time: 0.298, data: 0.018) G_GAN: 4.689 G_L1: 3.279 D_real: 0.053 D_fake: 0.917 +(epoch: 71, iters: 57280, time: 0.401, data: 0.018) G_GAN: 5.392 G_L1: 3.544 D_real: 0.002 D_fake: 0.397 +(epoch: 71, iters: 57380, time: 0.290, data: 0.018) G_GAN: 4.796 G_L1: 4.029 D_real: 0.022 D_fake: 0.056 +(epoch: 71, iters: 57480, time: 0.298, data: 0.018) G_GAN: 7.084 G_L1: 7.108 D_real: 0.093 D_fake: 0.031 +(epoch: 71, iters: 57580, time: 0.291, data: 0.018) G_GAN: 5.620 G_L1: 3.247 D_real: 0.126 D_fake: 0.087 +(epoch: 71, iters: 57680, time: 0.421, data: 0.017) G_GAN: 2.622 G_L1: 2.881 D_real: 0.495 D_fake: 0.077 +(epoch: 71, iters: 57780, time: 0.291, data: 0.018) G_GAN: 4.826 G_L1: 2.732 D_real: 0.043 D_fake: 0.064 +(epoch: 71, iters: 57880, time: 0.284, data: 0.017) G_GAN: 4.970 G_L1: 3.980 D_real: 0.079 D_fake: 0.106 +(epoch: 71, iters: 57980, time: 0.294, data: 0.020) G_GAN: 5.016 G_L1: 2.951 D_real: 0.335 D_fake: 0.014 +(epoch: 71, iters: 58080, time: 0.372, data: 0.018) G_GAN: 4.094 G_L1: 2.766 D_real: 0.130 D_fake: 0.094 +(epoch: 71, iters: 58180, time: 0.296, data: 0.018) G_GAN: 6.566 G_L1: 6.501 D_real: 0.017 D_fake: 0.012 +(epoch: 71, iters: 58280, time: 0.295, data: 0.021) G_GAN: 3.449 G_L1: 4.180 D_real: 0.221 D_fake: 0.140 +(epoch: 71, iters: 58380, time: 0.296, data: 0.018) G_GAN: 5.658 G_L1: 4.241 D_real: 0.101 D_fake: 0.016 +(epoch: 71, iters: 58480, time: 0.415, data: 0.017) G_GAN: 4.579 G_L1: 5.929 D_real: 0.490 D_fake: 0.017 +(epoch: 71, iters: 58580, time: 0.284, data: 0.018) G_GAN: 3.020 G_L1: 2.831 D_real: 0.527 D_fake: 0.062 +(epoch: 71, iters: 58680, time: 0.284, data: 0.018) G_GAN: 5.234 G_L1: 4.462 D_real: 0.286 D_fake: 0.020 +(epoch: 71, iters: 58780, time: 0.275, data: 0.017) G_GAN: 6.963 G_L1: 4.639 D_real: 0.000 D_fake: 0.006 +(epoch: 71, iters: 58880, time: 0.593, data: 0.015) G_GAN: 3.649 G_L1: 3.079 D_real: 0.127 D_fake: 0.137 +(epoch: 71, iters: 58980, time: 0.294, data: 0.018) G_GAN: 7.116 G_L1: 2.701 D_real: 0.124 D_fake: 0.015 +(epoch: 71, iters: 59080, time: 0.294, data: 0.048) G_GAN: 5.016 G_L1: 3.485 D_real: 0.266 D_fake: 0.012 +(epoch: 71, iters: 59180, time: 0.299, data: 0.017) G_GAN: 5.241 G_L1: 3.376 D_real: 0.030 D_fake: 0.019 +(epoch: 71, iters: 59280, time: 0.391, data: 0.019) G_GAN: 3.385 G_L1: 3.220 D_real: 0.025 D_fake: 0.192 +(epoch: 71, iters: 59380, time: 0.287, data: 0.020) G_GAN: 5.578 G_L1: 3.522 D_real: 0.162 D_fake: 0.009 +(epoch: 71, iters: 59480, time: 0.293, data: 0.016) G_GAN: 5.492 G_L1: 7.266 D_real: 0.000 D_fake: 0.021 +(epoch: 71, iters: 59580, time: 0.300, data: 0.019) G_GAN: 5.412 G_L1: 3.635 D_real: 0.020 D_fake: 0.021 +(epoch: 71, iters: 59680, time: 0.427, data: 0.018) G_GAN: 5.359 G_L1: 4.099 D_real: 0.054 D_fake: 0.042 +(epoch: 71, iters: 59780, time: 0.295, data: 0.019) G_GAN: 6.560 G_L1: 5.963 D_real: 0.041 D_fake: 0.008 +(epoch: 71, iters: 59880, time: 0.297, data: 0.018) G_GAN: 4.165 G_L1: 2.208 D_real: 0.152 D_fake: 0.052 +(epoch: 71, iters: 59980, time: 0.303, data: 0.018) G_GAN: 5.771 G_L1: 3.396 D_real: 0.075 D_fake: 0.019 +(epoch: 72, iters: 64, time: 0.582, data: 0.019) G_GAN: 5.339 G_L1: 4.337 D_real: 0.000 D_fake: 0.076 +(epoch: 72, iters: 164, time: 0.299, data: 0.017) G_GAN: 6.119 G_L1: 5.368 D_real: 0.095 D_fake: 0.011 +(epoch: 72, iters: 264, time: 0.295, data: 0.019) G_GAN: 5.217 G_L1: 3.502 D_real: 0.049 D_fake: 0.039 +(epoch: 72, iters: 364, time: 0.305, data: 0.019) G_GAN: 4.272 G_L1: 4.176 D_real: 0.002 D_fake: 0.117 +(epoch: 72, iters: 464, time: 0.425, data: 0.019) G_GAN: 5.412 G_L1: 4.701 D_real: 0.328 D_fake: 0.014 +(epoch: 72, iters: 564, time: 0.302, data: 0.020) G_GAN: 4.002 G_L1: 4.324 D_real: 0.005 D_fake: 0.145 +(epoch: 72, iters: 664, time: 0.298, data: 0.020) G_GAN: 6.220 G_L1: 4.109 D_real: 0.004 D_fake: 0.025 +(epoch: 72, iters: 764, time: 0.302, data: 0.020) G_GAN: 2.628 G_L1: 3.313 D_real: 0.038 D_fake: 0.344 +(epoch: 72, iters: 864, time: 0.613, data: 0.020) G_GAN: 4.417 G_L1: 3.368 D_real: 0.051 D_fake: 0.526 +(epoch: 72, iters: 964, time: 0.301, data: 0.019) G_GAN: 5.663 G_L1: 5.896 D_real: 0.025 D_fake: 0.043 +(epoch: 72, iters: 1064, time: 0.297, data: 0.020) G_GAN: 5.164 G_L1: 3.409 D_real: 0.267 D_fake: 0.008 +(epoch: 72, iters: 1164, time: 0.289, data: 0.019) G_GAN: 5.306 G_L1: 3.362 D_real: 0.007 D_fake: 0.025 +(epoch: 72, iters: 1264, time: 0.397, data: 0.021) G_GAN: 6.442 G_L1: 7.439 D_real: 0.055 D_fake: 0.077 +(epoch: 72, iters: 1364, time: 0.298, data: 0.019) G_GAN: 4.767 G_L1: 3.082 D_real: 0.008 D_fake: 0.056 +(epoch: 72, iters: 1464, time: 0.283, data: 0.021) G_GAN: 6.494 G_L1: 5.789 D_real: 0.352 D_fake: 0.014 +(epoch: 72, iters: 1564, time: 0.304, data: 0.019) G_GAN: 3.690 G_L1: 3.805 D_real: 0.304 D_fake: 0.034 +(epoch: 72, iters: 1664, time: 0.399, data: 0.024) G_GAN: 3.240 G_L1: 2.799 D_real: 0.006 D_fake: 0.197 +(epoch: 72, iters: 1764, time: 0.288, data: 0.018) G_GAN: 4.569 G_L1: 3.630 D_real: 0.018 D_fake: 0.145 +(epoch: 72, iters: 1864, time: 0.303, data: 0.019) G_GAN: 4.662 G_L1: 3.916 D_real: 0.079 D_fake: 0.036 +(epoch: 72, iters: 1964, time: 0.301, data: 0.020) G_GAN: 5.305 G_L1: 2.916 D_real: 0.023 D_fake: 0.027 +(epoch: 72, iters: 2064, time: 0.423, data: 0.019) G_GAN: 4.230 G_L1: 3.291 D_real: 0.047 D_fake: 0.096 +(epoch: 72, iters: 2164, time: 0.297, data: 0.019) G_GAN: 5.726 G_L1: 4.424 D_real: 0.000 D_fake: 0.030 +(epoch: 72, iters: 2264, time: 0.304, data: 0.021) G_GAN: 5.228 G_L1: 6.465 D_real: 0.058 D_fake: 0.030 +(epoch: 72, iters: 2364, time: 0.294, data: 0.020) G_GAN: 6.072 G_L1: 4.127 D_real: 0.023 D_fake: 0.005 +(epoch: 72, iters: 2464, time: 0.369, data: 0.019) G_GAN: 3.211 G_L1: 2.694 D_real: 0.114 D_fake: 0.407 +(epoch: 72, iters: 2564, time: 0.303, data: 0.018) G_GAN: 4.805 G_L1: 3.866 D_real: 0.002 D_fake: 0.036 +(epoch: 72, iters: 2664, time: 0.301, data: 0.021) G_GAN: 5.739 G_L1: 4.295 D_real: 0.020 D_fake: 0.039 +(epoch: 72, iters: 2764, time: 0.296, data: 0.020) G_GAN: 4.745 G_L1: 4.700 D_real: 0.197 D_fake: 0.019 +(epoch: 72, iters: 2864, time: 0.602, data: 0.020) G_GAN: 5.707 G_L1: 3.286 D_real: 0.032 D_fake: 0.016 +(epoch: 72, iters: 2964, time: 0.287, data: 0.020) G_GAN: 3.926 G_L1: 4.629 D_real: 0.029 D_fake: 0.090 +(epoch: 72, iters: 3064, time: 0.304, data: 0.020) G_GAN: 4.084 G_L1: 4.339 D_real: 0.000 D_fake: 0.050 +(epoch: 72, iters: 3164, time: 0.304, data: 0.021) G_GAN: 4.622 G_L1: 4.591 D_real: 0.013 D_fake: 0.030 +(epoch: 72, iters: 3264, time: 0.416, data: 0.020) G_GAN: 4.648 G_L1: 3.506 D_real: 0.185 D_fake: 0.020 +(epoch: 72, iters: 3364, time: 0.295, data: 0.021) G_GAN: 4.343 G_L1: 4.617 D_real: 0.067 D_fake: 0.111 +(epoch: 72, iters: 3464, time: 0.295, data: 0.025) G_GAN: 5.870 G_L1: 4.967 D_real: 0.004 D_fake: 0.232 +(epoch: 72, iters: 3564, time: 0.291, data: 0.019) G_GAN: 5.059 G_L1: 3.894 D_real: 0.030 D_fake: 0.082 +(epoch: 72, iters: 3664, time: 0.409, data: 0.019) G_GAN: 4.731 G_L1: 3.122 D_real: 0.032 D_fake: 0.117 +(epoch: 72, iters: 3764, time: 0.286, data: 0.019) G_GAN: 3.298 G_L1: 2.839 D_real: 0.445 D_fake: 0.116 +(epoch: 72, iters: 3864, time: 0.290, data: 0.019) G_GAN: 3.748 G_L1: 2.845 D_real: 0.194 D_fake: 0.050 +(epoch: 72, iters: 3964, time: 0.296, data: 0.020) G_GAN: 5.091 G_L1: 3.284 D_real: 0.025 D_fake: 0.028 +(epoch: 72, iters: 4064, time: 0.420, data: 0.019) G_GAN: 4.334 G_L1: 2.945 D_real: 0.099 D_fake: 0.094 +(epoch: 72, iters: 4164, time: 0.304, data: 0.020) G_GAN: 6.069 G_L1: 3.983 D_real: 0.000 D_fake: 0.009 +(epoch: 72, iters: 4264, time: 0.296, data: 0.020) G_GAN: 3.733 G_L1: 4.476 D_real: 0.346 D_fake: 0.030 +(epoch: 72, iters: 4364, time: 0.303, data: 0.018) G_GAN: 5.576 G_L1: 4.693 D_real: 0.115 D_fake: 0.022 +(epoch: 72, iters: 4464, time: 0.406, data: 0.019) G_GAN: 6.050 G_L1: 4.812 D_real: 0.003 D_fake: 0.015 +(epoch: 72, iters: 4564, time: 0.293, data: 0.018) G_GAN: 2.895 G_L1: 2.084 D_real: 0.383 D_fake: 0.263 +(epoch: 72, iters: 4664, time: 0.303, data: 0.018) G_GAN: 5.395 G_L1: 3.810 D_real: 0.016 D_fake: 0.411 +(epoch: 72, iters: 4764, time: 0.306, data: 0.019) G_GAN: 4.479 G_L1: 3.475 D_real: 0.533 D_fake: 0.117 +(epoch: 72, iters: 4864, time: 0.608, data: 0.018) G_GAN: 6.506 G_L1: 8.153 D_real: 0.201 D_fake: 0.005 +(epoch: 72, iters: 4964, time: 0.304, data: 0.021) G_GAN: 6.299 G_L1: 4.717 D_real: 0.180 D_fake: 0.011 +(epoch: 72, iters: 5064, time: 0.305, data: 0.021) G_GAN: 5.898 G_L1: 5.260 D_real: 0.045 D_fake: 0.040 +(epoch: 72, iters: 5164, time: 0.292, data: 0.019) G_GAN: 5.117 G_L1: 6.150 D_real: 0.013 D_fake: 0.069 +(epoch: 72, iters: 5264, time: 0.378, data: 0.017) G_GAN: 4.866 G_L1: 2.684 D_real: 0.587 D_fake: 0.010 +(epoch: 72, iters: 5364, time: 0.302, data: 0.017) G_GAN: 4.420 G_L1: 4.984 D_real: 0.244 D_fake: 0.274 +(epoch: 72, iters: 5464, time: 0.301, data: 0.019) G_GAN: 4.108 G_L1: 3.237 D_real: 0.077 D_fake: 0.101 +(epoch: 72, iters: 5564, time: 0.305, data: 0.018) G_GAN: 4.704 G_L1: 4.027 D_real: 0.263 D_fake: 0.013 +(epoch: 72, iters: 5664, time: 0.411, data: 0.020) G_GAN: 4.648 G_L1: 4.021 D_real: 0.000 D_fake: 0.068 +(epoch: 72, iters: 5764, time: 0.305, data: 0.019) G_GAN: 4.244 G_L1: 4.220 D_real: 0.182 D_fake: 0.022 +(epoch: 72, iters: 5864, time: 0.300, data: 0.019) G_GAN: 4.453 G_L1: 6.740 D_real: 0.107 D_fake: 0.025 +(epoch: 72, iters: 5964, time: 0.294, data: 0.019) G_GAN: 6.458 G_L1: 5.829 D_real: 0.006 D_fake: 0.029 +(epoch: 72, iters: 6064, time: 0.418, data: 0.017) G_GAN: 4.903 G_L1: 3.808 D_real: 0.028 D_fake: 0.159 +(epoch: 72, iters: 6164, time: 0.302, data: 0.023) G_GAN: 4.664 G_L1: 5.267 D_real: 0.011 D_fake: 0.097 +(epoch: 72, iters: 6264, time: 0.290, data: 0.019) G_GAN: 4.831 G_L1: 4.036 D_real: 0.353 D_fake: 0.080 +(epoch: 72, iters: 6364, time: 0.302, data: 0.019) G_GAN: 4.586 G_L1: 3.721 D_real: 0.194 D_fake: 0.125 +(epoch: 72, iters: 6464, time: 0.407, data: 0.019) G_GAN: 5.792 G_L1: 10.936 D_real: 0.014 D_fake: 0.023 +(epoch: 72, iters: 6564, time: 0.303, data: 0.018) G_GAN: 3.306 G_L1: 3.698 D_real: 0.096 D_fake: 0.115 +(epoch: 72, iters: 6664, time: 0.301, data: 0.022) G_GAN: 6.768 G_L1: 5.587 D_real: 0.003 D_fake: 0.008 +(epoch: 72, iters: 6764, time: 0.310, data: 0.021) G_GAN: 5.268 G_L1: 4.395 D_real: 0.000 D_fake: 0.022 +(epoch: 72, iters: 6864, time: 0.599, data: 0.019) G_GAN: 4.757 G_L1: 4.129 D_real: 0.100 D_fake: 0.037 +(epoch: 72, iters: 6964, time: 0.305, data: 0.018) G_GAN: 4.480 G_L1: 3.356 D_real: 0.006 D_fake: 0.054 +(epoch: 72, iters: 7064, time: 0.296, data: 0.018) G_GAN: 3.240 G_L1: 4.557 D_real: 0.502 D_fake: 0.195 +(epoch: 72, iters: 7164, time: 0.298, data: 0.018) G_GAN: 5.648 G_L1: 3.089 D_real: 0.022 D_fake: 0.171 +(epoch: 72, iters: 7264, time: 0.410, data: 0.019) G_GAN: 5.353 G_L1: 4.437 D_real: 0.159 D_fake: 0.029 +(epoch: 72, iters: 7364, time: 0.294, data: 0.018) G_GAN: 4.784 G_L1: 3.409 D_real: 0.139 D_fake: 0.027 +(epoch: 72, iters: 7464, time: 0.294, data: 0.018) G_GAN: 4.059 G_L1: 4.788 D_real: 0.031 D_fake: 0.086 +(epoch: 72, iters: 7564, time: 0.296, data: 0.018) G_GAN: 5.250 G_L1: 7.422 D_real: 0.178 D_fake: 0.012 +(epoch: 72, iters: 7664, time: 0.411, data: 0.018) G_GAN: 5.110 G_L1: 3.782 D_real: 0.020 D_fake: 0.061 +(epoch: 72, iters: 7764, time: 0.300, data: 0.021) G_GAN: 4.374 G_L1: 3.546 D_real: 0.018 D_fake: 0.317 +(epoch: 72, iters: 7864, time: 0.301, data: 0.019) G_GAN: 3.047 G_L1: 4.643 D_real: 0.348 D_fake: 0.047 +(epoch: 72, iters: 7964, time: 0.286, data: 0.019) G_GAN: 5.772 G_L1: 3.357 D_real: 0.010 D_fake: 0.019 +(epoch: 72, iters: 8064, time: 0.403, data: 0.017) G_GAN: 5.708 G_L1: 5.189 D_real: 0.001 D_fake: 0.052 +(epoch: 72, iters: 8164, time: 0.305, data: 0.018) G_GAN: 7.273 G_L1: 3.616 D_real: 0.069 D_fake: 0.003 +(epoch: 72, iters: 8264, time: 0.298, data: 0.022) G_GAN: 4.371 G_L1: 4.538 D_real: 0.183 D_fake: 0.039 +(epoch: 72, iters: 8364, time: 0.297, data: 0.018) G_GAN: 4.554 G_L1: 2.701 D_real: 0.004 D_fake: 0.183 +(epoch: 72, iters: 8464, time: 0.417, data: 0.019) G_GAN: 4.996 G_L1: 3.032 D_real: 0.045 D_fake: 0.036 +(epoch: 72, iters: 8564, time: 0.295, data: 0.019) G_GAN: 6.471 G_L1: 6.472 D_real: 0.027 D_fake: 0.028 +(epoch: 72, iters: 8664, time: 0.300, data: 0.018) G_GAN: 5.517 G_L1: 4.537 D_real: 0.029 D_fake: 0.163 +(epoch: 72, iters: 8764, time: 0.304, data: 0.018) G_GAN: 4.175 G_L1: 3.366 D_real: 0.001 D_fake: 0.494 +(epoch: 72, iters: 8864, time: 0.607, data: 0.019) G_GAN: 5.033 G_L1: 3.937 D_real: 0.005 D_fake: 0.036 +(epoch: 72, iters: 8964, time: 0.293, data: 0.018) G_GAN: 5.122 G_L1: 4.241 D_real: 0.000 D_fake: 0.029 +(epoch: 72, iters: 9064, time: 0.303, data: 0.021) G_GAN: 4.682 G_L1: 4.552 D_real: 0.003 D_fake: 0.044 +(epoch: 72, iters: 9164, time: 0.304, data: 0.020) G_GAN: 5.566 G_L1: 4.305 D_real: 0.004 D_fake: 0.032 +(epoch: 72, iters: 9264, time: 0.391, data: 0.019) G_GAN: 4.387 G_L1: 3.193 D_real: 0.004 D_fake: 0.156 +(epoch: 72, iters: 9364, time: 0.297, data: 0.019) G_GAN: 5.337 G_L1: 2.315 D_real: 0.012 D_fake: 0.151 +(epoch: 72, iters: 9464, time: 0.304, data: 0.019) G_GAN: 5.564 G_L1: 3.597 D_real: 0.004 D_fake: 0.016 +(epoch: 72, iters: 9564, time: 0.293, data: 0.019) G_GAN: 6.073 G_L1: 3.564 D_real: 0.156 D_fake: 0.010 +(epoch: 72, iters: 9664, time: 0.410, data: 0.018) G_GAN: 6.537 G_L1: 4.852 D_real: 0.047 D_fake: 0.023 +(epoch: 72, iters: 9764, time: 0.292, data: 0.018) G_GAN: 3.922 G_L1: 3.847 D_real: 0.244 D_fake: 0.041 +(epoch: 72, iters: 9864, time: 0.302, data: 0.022) G_GAN: 5.403 G_L1: 1.875 D_real: 0.024 D_fake: 0.020 +(epoch: 72, iters: 9964, time: 0.304, data: 0.020) G_GAN: 5.483 G_L1: 4.686 D_real: 0.005 D_fake: 0.021 +(epoch: 72, iters: 10064, time: 0.417, data: 0.020) G_GAN: 4.524 G_L1: 3.472 D_real: 0.554 D_fake: 0.010 +(epoch: 72, iters: 10164, time: 0.301, data: 0.024) G_GAN: 6.392 G_L1: 7.198 D_real: 0.003 D_fake: 0.040 +(epoch: 72, iters: 10264, time: 0.302, data: 0.018) G_GAN: 4.975 G_L1: 4.466 D_real: 0.061 D_fake: 0.029 +(epoch: 72, iters: 10364, time: 0.281, data: 0.020) G_GAN: 3.360 G_L1: 5.345 D_real: 0.220 D_fake: 0.088 +(epoch: 72, iters: 10464, time: 0.417, data: 0.021) G_GAN: 4.510 G_L1: 3.956 D_real: 0.000 D_fake: 0.078 +(epoch: 72, iters: 10564, time: 0.290, data: 0.017) G_GAN: 7.603 G_L1: 3.854 D_real: 0.134 D_fake: 0.003 +(epoch: 72, iters: 10664, time: 0.307, data: 0.017) G_GAN: 6.101 G_L1: 4.094 D_real: 0.002 D_fake: 0.035 +(epoch: 72, iters: 10764, time: 0.303, data: 0.019) G_GAN: 5.481 G_L1: 3.811 D_real: 0.024 D_fake: 0.014 +(epoch: 72, iters: 10864, time: 0.621, data: 0.018) G_GAN: 5.342 G_L1: 4.688 D_real: 0.000 D_fake: 0.023 +(epoch: 72, iters: 10964, time: 0.304, data: 0.017) G_GAN: 9.085 G_L1: 4.827 D_real: 0.281 D_fake: 0.001 +(epoch: 72, iters: 11064, time: 0.295, data: 0.018) G_GAN: 3.900 G_L1: 4.631 D_real: 0.001 D_fake: 0.158 +(epoch: 72, iters: 11164, time: 0.299, data: 0.017) G_GAN: 3.753 G_L1: 3.088 D_real: 0.311 D_fake: 0.070 +(epoch: 72, iters: 11264, time: 0.385, data: 0.020) G_GAN: 6.036 G_L1: 2.679 D_real: 0.026 D_fake: 0.013 +(epoch: 72, iters: 11364, time: 0.296, data: 0.018) G_GAN: 6.366 G_L1: 3.324 D_real: 0.031 D_fake: 0.021 +(epoch: 72, iters: 11464, time: 0.285, data: 0.018) G_GAN: 2.580 G_L1: 2.416 D_real: 0.434 D_fake: 0.340 +(epoch: 72, iters: 11564, time: 0.303, data: 0.016) G_GAN: 6.433 G_L1: 4.022 D_real: 0.552 D_fake: 0.007 +(epoch: 72, iters: 11664, time: 0.405, data: 0.019) G_GAN: 4.806 G_L1: 3.787 D_real: 0.258 D_fake: 0.028 +(epoch: 72, iters: 11764, time: 0.285, data: 0.018) G_GAN: 5.425 G_L1: 4.033 D_real: 0.241 D_fake: 0.009 +(epoch: 72, iters: 11864, time: 0.297, data: 0.018) G_GAN: 5.386 G_L1: 3.890 D_real: 0.013 D_fake: 0.030 +(epoch: 72, iters: 11964, time: 0.299, data: 0.029) G_GAN: 5.552 G_L1: 3.724 D_real: 0.003 D_fake: 0.024 +(epoch: 72, iters: 12064, time: 0.385, data: 0.017) G_GAN: 4.659 G_L1: 3.283 D_real: 0.166 D_fake: 0.020 +(epoch: 72, iters: 12164, time: 0.271, data: 0.015) G_GAN: 5.188 G_L1: 4.757 D_real: 0.305 D_fake: 0.037 +(epoch: 72, iters: 12264, time: 0.292, data: 0.015) G_GAN: 5.405 G_L1: 3.614 D_real: 0.112 D_fake: 0.121 +(epoch: 72, iters: 12364, time: 0.283, data: 0.017) G_GAN: 3.879 G_L1: 2.861 D_real: 0.015 D_fake: 0.254 +(epoch: 72, iters: 12464, time: 0.386, data: 0.018) G_GAN: 3.567 G_L1: 3.755 D_real: 0.506 D_fake: 0.020 +(epoch: 72, iters: 12564, time: 0.303, data: 0.019) G_GAN: 6.365 G_L1: 4.770 D_real: 0.065 D_fake: 0.008 +(epoch: 72, iters: 12664, time: 0.305, data: 0.020) G_GAN: 4.763 G_L1: 3.257 D_real: 0.063 D_fake: 0.032 +(epoch: 72, iters: 12764, time: 0.305, data: 0.019) G_GAN: 5.601 G_L1: 4.388 D_real: 0.327 D_fake: 0.309 +(epoch: 72, iters: 12864, time: 0.635, data: 0.023) G_GAN: 5.336 G_L1: 3.669 D_real: 0.011 D_fake: 0.016 +(epoch: 72, iters: 12964, time: 0.291, data: 0.018) G_GAN: 3.223 G_L1: 2.918 D_real: 0.422 D_fake: 0.054 +(epoch: 72, iters: 13064, time: 0.305, data: 0.019) G_GAN: 4.242 G_L1: 5.486 D_real: 0.013 D_fake: 0.283 +(epoch: 72, iters: 13164, time: 0.280, data: 0.022) G_GAN: 5.449 G_L1: 5.809 D_real: 0.022 D_fake: 0.022 +(epoch: 72, iters: 13264, time: 0.398, data: 0.018) G_GAN: 7.478 G_L1: 5.759 D_real: 0.002 D_fake: 0.003 +(epoch: 72, iters: 13364, time: 0.301, data: 0.019) G_GAN: 5.804 G_L1: 5.909 D_real: 0.028 D_fake: 0.106 +(epoch: 72, iters: 13464, time: 0.279, data: 0.019) G_GAN: 4.814 G_L1: 3.567 D_real: 0.002 D_fake: 0.098 +(epoch: 72, iters: 13564, time: 0.299, data: 0.015) G_GAN: 4.378 G_L1: 4.701 D_real: 0.189 D_fake: 0.135 +(epoch: 72, iters: 13664, time: 0.414, data: 0.019) G_GAN: 5.880 G_L1: 6.432 D_real: 0.028 D_fake: 0.136 +(epoch: 72, iters: 13764, time: 0.286, data: 0.016) G_GAN: 5.549 G_L1: 3.840 D_real: 0.065 D_fake: 0.053 +(epoch: 72, iters: 13864, time: 0.297, data: 0.019) G_GAN: 4.383 G_L1: 3.259 D_real: 0.005 D_fake: 0.272 +(epoch: 72, iters: 13964, time: 0.295, data: 0.020) G_GAN: 4.541 G_L1: 3.066 D_real: 0.103 D_fake: 0.032 +(epoch: 72, iters: 14064, time: 0.412, data: 0.019) G_GAN: 5.303 G_L1: 3.910 D_real: 0.326 D_fake: 0.018 +(epoch: 72, iters: 14164, time: 0.296, data: 0.017) G_GAN: 6.515 G_L1: 3.461 D_real: 0.024 D_fake: 0.010 +(epoch: 72, iters: 14264, time: 0.282, data: 0.018) G_GAN: 4.339 G_L1: 3.530 D_real: 0.034 D_fake: 0.099 +(epoch: 72, iters: 14364, time: 0.304, data: 0.016) G_GAN: 4.264 G_L1: 3.654 D_real: 0.233 D_fake: 0.068 +(epoch: 72, iters: 14464, time: 0.413, data: 0.020) G_GAN: 5.144 G_L1: 4.817 D_real: 0.044 D_fake: 0.017 +(epoch: 72, iters: 14564, time: 0.292, data: 0.018) G_GAN: 4.036 G_L1: 3.966 D_real: 0.003 D_fake: 0.103 +(epoch: 72, iters: 14664, time: 0.303, data: 0.016) G_GAN: 7.033 G_L1: 3.990 D_real: 0.125 D_fake: 0.030 +(epoch: 72, iters: 14764, time: 0.285, data: 0.019) G_GAN: 4.478 G_L1: 3.692 D_real: 0.041 D_fake: 0.029 +(epoch: 72, iters: 14864, time: 0.595, data: 0.015) G_GAN: 3.974 G_L1: 4.301 D_real: 1.226 D_fake: 0.016 +(epoch: 72, iters: 14964, time: 0.307, data: 0.016) G_GAN: 5.142 G_L1: 5.981 D_real: 0.001 D_fake: 0.094 +(epoch: 72, iters: 15064, time: 0.298, data: 0.020) G_GAN: 7.903 G_L1: 3.965 D_real: 0.017 D_fake: 0.004 +(epoch: 72, iters: 15164, time: 0.300, data: 0.019) G_GAN: 2.681 G_L1: 2.604 D_real: 0.623 D_fake: 0.062 +(epoch: 72, iters: 15264, time: 0.388, data: 0.020) G_GAN: 3.696 G_L1: 3.042 D_real: 0.064 D_fake: 0.345 +(epoch: 72, iters: 15364, time: 0.300, data: 0.019) G_GAN: 5.272 G_L1: 3.335 D_real: 0.097 D_fake: 0.031 +(epoch: 72, iters: 15464, time: 0.292, data: 0.019) G_GAN: 7.830 G_L1: 3.666 D_real: 0.332 D_fake: 0.002 +(epoch: 72, iters: 15564, time: 0.298, data: 0.016) G_GAN: 4.614 G_L1: 5.468 D_real: 0.025 D_fake: 0.481 +(epoch: 72, iters: 15664, time: 0.402, data: 0.020) G_GAN: 4.463 G_L1: 3.980 D_real: 0.270 D_fake: 0.032 +(epoch: 72, iters: 15764, time: 0.293, data: 0.018) G_GAN: 4.846 G_L1: 7.385 D_real: 0.205 D_fake: 0.048 +(epoch: 72, iters: 15864, time: 0.295, data: 0.017) G_GAN: 3.950 G_L1: 2.881 D_real: 0.062 D_fake: 0.151 +(epoch: 72, iters: 15964, time: 0.292, data: 0.017) G_GAN: 3.216 G_L1: 2.680 D_real: 0.657 D_fake: 0.126 +(epoch: 72, iters: 16064, time: 0.389, data: 0.018) G_GAN: 5.601 G_L1: 7.609 D_real: 0.003 D_fake: 0.018 +(epoch: 72, iters: 16164, time: 0.295, data: 0.014) G_GAN: 3.574 G_L1: 2.644 D_real: 0.441 D_fake: 0.027 +(epoch: 72, iters: 16264, time: 0.275, data: 0.018) G_GAN: 4.529 G_L1: 3.360 D_real: 0.004 D_fake: 0.057 +(epoch: 72, iters: 16364, time: 0.278, data: 0.018) G_GAN: 3.665 G_L1: 3.490 D_real: 0.015 D_fake: 0.096 +(epoch: 72, iters: 16464, time: 0.393, data: 0.017) G_GAN: 5.715 G_L1: 3.531 D_real: 0.069 D_fake: 0.015 +(epoch: 72, iters: 16564, time: 0.285, data: 0.016) G_GAN: 5.165 G_L1: 4.707 D_real: 0.150 D_fake: 0.019 +(epoch: 72, iters: 16664, time: 0.291, data: 0.017) G_GAN: 6.292 G_L1: 3.395 D_real: 0.674 D_fake: 0.007 +(epoch: 72, iters: 16764, time: 0.296, data: 0.018) G_GAN: 4.425 G_L1: 3.160 D_real: 0.088 D_fake: 0.049 +(epoch: 72, iters: 16864, time: 0.542, data: 0.018) G_GAN: 5.027 G_L1: 3.804 D_real: 0.028 D_fake: 0.046 +(epoch: 72, iters: 16964, time: 0.292, data: 0.019) G_GAN: 3.827 G_L1: 3.344 D_real: 0.028 D_fake: 0.108 +(epoch: 72, iters: 17064, time: 0.301, data: 0.018) G_GAN: 5.123 G_L1: 4.418 D_real: 0.001 D_fake: 0.067 +(epoch: 72, iters: 17164, time: 0.282, data: 0.018) G_GAN: 5.485 G_L1: 2.739 D_real: 0.001 D_fake: 0.049 +(epoch: 72, iters: 17264, time: 0.397, data: 0.019) G_GAN: 5.415 G_L1: 3.617 D_real: 0.000 D_fake: 0.308 +(epoch: 72, iters: 17364, time: 0.300, data: 0.017) G_GAN: 4.122 G_L1: 2.613 D_real: 0.005 D_fake: 0.226 +(epoch: 72, iters: 17464, time: 0.298, data: 0.020) G_GAN: 6.161 G_L1: 4.091 D_real: 0.017 D_fake: 0.015 +(epoch: 72, iters: 17564, time: 0.303, data: 0.019) G_GAN: 7.051 G_L1: 2.362 D_real: 0.022 D_fake: 0.023 +(epoch: 72, iters: 17664, time: 0.412, data: 0.018) G_GAN: 5.585 G_L1: 5.230 D_real: 0.006 D_fake: 0.057 +(epoch: 72, iters: 17764, time: 0.294, data: 0.019) G_GAN: 3.653 G_L1: 3.904 D_real: 0.206 D_fake: 0.112 +(epoch: 72, iters: 17864, time: 0.299, data: 0.018) G_GAN: 4.964 G_L1: 8.548 D_real: 0.199 D_fake: 0.070 +(epoch: 72, iters: 17964, time: 0.293, data: 0.023) G_GAN: 9.957 G_L1: 6.169 D_real: 0.001 D_fake: 0.435 +(epoch: 72, iters: 18064, time: 0.408, data: 0.017) G_GAN: 2.777 G_L1: 2.572 D_real: 0.201 D_fake: 0.130 +(epoch: 72, iters: 18164, time: 0.302, data: 0.017) G_GAN: 3.491 G_L1: 3.960 D_real: 0.007 D_fake: 0.236 +(epoch: 72, iters: 18264, time: 0.291, data: 0.017) G_GAN: 5.336 G_L1: 5.148 D_real: 0.000 D_fake: 0.070 +(epoch: 72, iters: 18364, time: 0.297, data: 0.018) G_GAN: 6.108 G_L1: 4.415 D_real: 0.051 D_fake: 0.032 +(epoch: 72, iters: 18464, time: 0.373, data: 0.018) G_GAN: 2.670 G_L1: 1.355 D_real: 0.453 D_fake: 0.073 +(epoch: 72, iters: 18564, time: 0.291, data: 0.015) G_GAN: 4.347 G_L1: 2.935 D_real: 0.079 D_fake: 0.144 +(epoch: 72, iters: 18664, time: 0.291, data: 0.018) G_GAN: 5.024 G_L1: 3.790 D_real: 0.291 D_fake: 0.013 +(epoch: 72, iters: 18764, time: 0.292, data: 0.017) G_GAN: 5.278 G_L1: 4.574 D_real: 0.022 D_fake: 0.040 +(epoch: 72, iters: 18864, time: 0.614, data: 0.019) G_GAN: 4.459 G_L1: 3.761 D_real: 0.337 D_fake: 0.089 +(epoch: 72, iters: 18964, time: 0.285, data: 0.018) G_GAN: 4.055 G_L1: 3.769 D_real: 0.199 D_fake: 0.176 +(epoch: 72, iters: 19064, time: 0.304, data: 0.018) G_GAN: 4.094 G_L1: 3.269 D_real: 0.092 D_fake: 0.093 +(epoch: 72, iters: 19164, time: 0.293, data: 0.019) G_GAN: 5.052 G_L1: 3.330 D_real: 0.049 D_fake: 0.033 +(epoch: 72, iters: 19264, time: 0.407, data: 0.017) G_GAN: 4.947 G_L1: 3.665 D_real: 0.037 D_fake: 0.147 +(epoch: 72, iters: 19364, time: 0.277, data: 0.018) G_GAN: 4.582 G_L1: 2.929 D_real: 0.027 D_fake: 0.026 +(epoch: 72, iters: 19464, time: 0.300, data: 0.017) G_GAN: 3.587 G_L1: 3.366 D_real: 0.017 D_fake: 0.183 +(epoch: 72, iters: 19564, time: 0.300, data: 0.019) G_GAN: 5.300 G_L1: 4.367 D_real: 0.196 D_fake: 0.017 +(epoch: 72, iters: 19664, time: 0.403, data: 0.020) G_GAN: 6.618 G_L1: 5.288 D_real: 0.153 D_fake: 0.008 +(epoch: 72, iters: 19764, time: 0.304, data: 0.017) G_GAN: 5.870 G_L1: 4.131 D_real: 0.007 D_fake: 0.443 +(epoch: 72, iters: 19864, time: 0.300, data: 0.019) G_GAN: 4.736 G_L1: 6.147 D_real: 0.016 D_fake: 0.046 +(epoch: 72, iters: 19964, time: 0.298, data: 0.018) G_GAN: 4.706 G_L1: 4.505 D_real: 0.292 D_fake: 0.057 +(epoch: 72, iters: 20064, time: 0.388, data: 0.018) G_GAN: 7.238 G_L1: 15.640 D_real: 0.120 D_fake: 0.032 +(epoch: 72, iters: 20164, time: 0.304, data: 0.015) G_GAN: 5.444 G_L1: 3.973 D_real: 0.028 D_fake: 0.029 +(epoch: 72, iters: 20264, time: 0.299, data: 0.018) G_GAN: 5.040 G_L1: 2.211 D_real: 0.216 D_fake: 0.028 +(epoch: 72, iters: 20364, time: 0.304, data: 0.018) G_GAN: 5.346 G_L1: 4.314 D_real: 0.164 D_fake: 0.023 +(epoch: 72, iters: 20464, time: 0.397, data: 0.019) G_GAN: 3.820 G_L1: 3.323 D_real: 0.137 D_fake: 0.080 +(epoch: 72, iters: 20564, time: 0.305, data: 0.018) G_GAN: 7.219 G_L1: 5.587 D_real: 0.037 D_fake: 0.024 +(epoch: 72, iters: 20664, time: 0.305, data: 0.017) G_GAN: 7.189 G_L1: 10.147 D_real: 0.005 D_fake: 0.014 +(epoch: 72, iters: 20764, time: 0.298, data: 0.019) G_GAN: 6.285 G_L1: 6.063 D_real: 0.000 D_fake: 0.007 +(epoch: 72, iters: 20864, time: 0.526, data: 0.018) G_GAN: 6.762 G_L1: 3.047 D_real: 0.079 D_fake: 0.010 +(epoch: 72, iters: 20964, time: 0.304, data: 0.017) G_GAN: 5.866 G_L1: 4.877 D_real: 0.057 D_fake: 0.026 +(epoch: 72, iters: 21064, time: 0.301, data: 0.019) G_GAN: 4.522 G_L1: 3.839 D_real: 0.300 D_fake: 0.035 +(epoch: 72, iters: 21164, time: 0.302, data: 0.019) G_GAN: 4.359 G_L1: 3.954 D_real: 0.006 D_fake: 0.271 +(epoch: 72, iters: 21264, time: 0.401, data: 0.018) G_GAN: 5.074 G_L1: 4.339 D_real: 0.065 D_fake: 0.234 +(epoch: 72, iters: 21364, time: 0.293, data: 0.019) G_GAN: 6.059 G_L1: 3.343 D_real: 0.014 D_fake: 0.035 +(epoch: 72, iters: 21464, time: 0.291, data: 0.017) G_GAN: 5.839 G_L1: 8.817 D_real: 0.003 D_fake: 0.011 +(epoch: 72, iters: 21564, time: 0.301, data: 0.018) G_GAN: 4.145 G_L1: 4.064 D_real: 0.013 D_fake: 0.135 +(epoch: 72, iters: 21664, time: 0.390, data: 0.019) G_GAN: 5.987 G_L1: 9.636 D_real: 0.031 D_fake: 0.011 +(epoch: 72, iters: 21764, time: 0.302, data: 0.020) G_GAN: 4.904 G_L1: 5.031 D_real: 0.011 D_fake: 0.045 +(epoch: 72, iters: 21864, time: 0.278, data: 0.019) G_GAN: 4.313 G_L1: 3.278 D_real: 0.052 D_fake: 0.082 +(epoch: 72, iters: 21964, time: 0.302, data: 0.018) G_GAN: 4.398 G_L1: 4.104 D_real: 0.306 D_fake: 0.122 +(epoch: 72, iters: 22064, time: 0.421, data: 0.020) G_GAN: 5.396 G_L1: 3.231 D_real: 0.001 D_fake: 0.049 +(epoch: 72, iters: 22164, time: 0.295, data: 0.019) G_GAN: 4.541 G_L1: 3.350 D_real: 0.337 D_fake: 0.021 +(epoch: 72, iters: 22264, time: 0.299, data: 0.019) G_GAN: 6.223 G_L1: 4.011 D_real: 0.032 D_fake: 0.005 +(epoch: 72, iters: 22364, time: 0.290, data: 0.016) G_GAN: 5.071 G_L1: 4.468 D_real: 0.062 D_fake: 0.111 +(epoch: 72, iters: 22464, time: 0.424, data: 0.021) G_GAN: 5.568 G_L1: 5.826 D_real: 0.060 D_fake: 0.150 +(epoch: 72, iters: 22564, time: 0.303, data: 0.020) G_GAN: 3.501 G_L1: 4.258 D_real: 0.116 D_fake: 0.078 +(epoch: 72, iters: 22664, time: 0.292, data: 0.018) G_GAN: 6.839 G_L1: 5.046 D_real: 0.001 D_fake: 0.073 +(epoch: 72, iters: 22764, time: 0.287, data: 0.019) G_GAN: 3.546 G_L1: 3.647 D_real: 0.001 D_fake: 0.189 +(epoch: 72, iters: 22864, time: 0.557, data: 0.016) G_GAN: 6.333 G_L1: 2.856 D_real: 0.005 D_fake: 0.014 +(epoch: 72, iters: 22964, time: 0.296, data: 0.018) G_GAN: 4.204 G_L1: 3.861 D_real: 0.076 D_fake: 0.049 +(epoch: 72, iters: 23064, time: 0.306, data: 0.020) G_GAN: 5.698 G_L1: 4.242 D_real: 0.002 D_fake: 0.033 +(epoch: 72, iters: 23164, time: 0.293, data: 0.017) G_GAN: 4.604 G_L1: 2.431 D_real: 0.001 D_fake: 0.034 +(epoch: 72, iters: 23264, time: 0.417, data: 0.020) G_GAN: 5.908 G_L1: 3.197 D_real: 0.002 D_fake: 0.067 +(epoch: 72, iters: 23364, time: 0.307, data: 0.020) G_GAN: 6.070 G_L1: 4.277 D_real: 0.000 D_fake: 0.012 +(epoch: 72, iters: 23464, time: 0.296, data: 0.020) G_GAN: 4.893 G_L1: 3.696 D_real: 0.000 D_fake: 0.055 +(epoch: 72, iters: 23564, time: 0.301, data: 0.019) G_GAN: 5.117 G_L1: 3.765 D_real: 0.110 D_fake: 0.047 +(epoch: 72, iters: 23664, time: 0.407, data: 0.019) G_GAN: 6.779 G_L1: 3.934 D_real: 0.009 D_fake: 0.032 +(epoch: 72, iters: 23764, time: 0.295, data: 0.019) G_GAN: 4.675 G_L1: 3.821 D_real: 0.001 D_fake: 0.053 +(epoch: 72, iters: 23864, time: 0.295, data: 0.018) G_GAN: 4.831 G_L1: 3.635 D_real: 0.012 D_fake: 0.043 +(epoch: 72, iters: 23964, time: 0.298, data: 0.018) G_GAN: 4.947 G_L1: 3.006 D_real: 0.023 D_fake: 0.047 +(epoch: 72, iters: 24064, time: 0.387, data: 0.019) G_GAN: 3.557 G_L1: 3.166 D_real: 0.009 D_fake: 0.191 +(epoch: 72, iters: 24164, time: 0.298, data: 0.018) G_GAN: 5.012 G_L1: 2.835 D_real: 0.029 D_fake: 0.022 +(epoch: 72, iters: 24264, time: 0.299, data: 0.024) G_GAN: 7.058 G_L1: 3.955 D_real: 0.086 D_fake: 0.008 +(epoch: 72, iters: 24364, time: 0.293, data: 0.018) G_GAN: 7.454 G_L1: 3.104 D_real: 0.051 D_fake: 0.095 +(epoch: 72, iters: 24464, time: 0.414, data: 0.019) G_GAN: 5.254 G_L1: 3.019 D_real: 0.009 D_fake: 0.083 +(epoch: 72, iters: 24564, time: 0.297, data: 0.018) G_GAN: 8.234 G_L1: 5.312 D_real: 0.051 D_fake: 0.003 +(epoch: 72, iters: 24664, time: 0.298, data: 0.019) G_GAN: 8.810 G_L1: 3.535 D_real: 0.035 D_fake: 0.004 +(epoch: 72, iters: 24764, time: 0.291, data: 0.019) G_GAN: 5.798 G_L1: 2.518 D_real: 0.052 D_fake: 0.016 +(epoch: 72, iters: 24864, time: 0.575, data: 0.019) G_GAN: 5.791 G_L1: 2.684 D_real: 0.113 D_fake: 0.069 +(epoch: 72, iters: 24964, time: 0.310, data: 0.015) G_GAN: 5.860 G_L1: 4.189 D_real: 0.044 D_fake: 0.027 +(epoch: 72, iters: 25064, time: 0.293, data: 0.018) G_GAN: 5.341 G_L1: 3.357 D_real: 0.004 D_fake: 0.024 +(epoch: 72, iters: 25164, time: 0.301, data: 0.019) G_GAN: 4.762 G_L1: 3.001 D_real: 0.032 D_fake: 0.046 +(epoch: 72, iters: 25264, time: 0.440, data: 0.018) G_GAN: 5.309 G_L1: 6.541 D_real: 0.009 D_fake: 0.458 +(epoch: 72, iters: 25364, time: 0.297, data: 0.019) G_GAN: 5.180 G_L1: 3.193 D_real: 0.023 D_fake: 0.080 +(epoch: 72, iters: 25464, time: 0.303, data: 0.019) G_GAN: 3.641 G_L1: 3.278 D_real: 0.224 D_fake: 0.042 +(epoch: 72, iters: 25564, time: 0.293, data: 0.019) G_GAN: 6.837 G_L1: 5.181 D_real: 0.363 D_fake: 0.003 +(epoch: 72, iters: 25664, time: 0.413, data: 0.018) G_GAN: 5.027 G_L1: 4.742 D_real: 0.148 D_fake: 0.095 +(epoch: 72, iters: 25764, time: 0.291, data: 0.017) G_GAN: 5.512 G_L1: 4.209 D_real: 0.016 D_fake: 0.083 +(epoch: 72, iters: 25864, time: 0.297, data: 0.019) G_GAN: 5.828 G_L1: 9.143 D_real: 0.009 D_fake: 0.080 +(epoch: 72, iters: 25964, time: 0.294, data: 0.020) G_GAN: 3.995 G_L1: 3.134 D_real: 0.040 D_fake: 0.081 +(epoch: 72, iters: 26064, time: 0.421, data: 0.019) G_GAN: 5.327 G_L1: 3.062 D_real: 0.168 D_fake: 0.102 +(epoch: 72, iters: 26164, time: 0.305, data: 0.019) G_GAN: 7.117 G_L1: 5.674 D_real: 0.003 D_fake: 0.122 +(epoch: 72, iters: 26264, time: 0.305, data: 0.021) G_GAN: 4.977 G_L1: 6.396 D_real: 0.002 D_fake: 0.217 +(epoch: 72, iters: 26364, time: 0.294, data: 0.018) G_GAN: 4.977 G_L1: 4.848 D_real: 0.130 D_fake: 0.015 +(epoch: 72, iters: 26464, time: 0.404, data: 0.019) G_GAN: 4.491 G_L1: 3.275 D_real: 0.023 D_fake: 0.058 +(epoch: 72, iters: 26564, time: 0.294, data: 0.019) G_GAN: 5.221 G_L1: 3.812 D_real: 0.071 D_fake: 0.013 +(epoch: 72, iters: 26664, time: 0.294, data: 0.017) G_GAN: 6.640 G_L1: 3.422 D_real: 0.205 D_fake: 0.005 +(epoch: 72, iters: 26764, time: 0.301, data: 0.017) G_GAN: 5.436 G_L1: 4.616 D_real: 0.013 D_fake: 0.069 +(epoch: 72, iters: 26864, time: 0.597, data: 0.019) G_GAN: 5.048 G_L1: 3.428 D_real: 0.028 D_fake: 0.038 +(epoch: 72, iters: 26964, time: 0.304, data: 0.018) G_GAN: 6.147 G_L1: 3.992 D_real: 0.305 D_fake: 0.005 +(epoch: 72, iters: 27064, time: 0.299, data: 0.020) G_GAN: 6.779 G_L1: 4.519 D_real: 0.019 D_fake: 0.016 +(epoch: 72, iters: 27164, time: 0.300, data: 0.020) G_GAN: 5.498 G_L1: 6.878 D_real: 0.015 D_fake: 0.041 +(epoch: 72, iters: 27264, time: 0.394, data: 0.019) G_GAN: 4.930 G_L1: 3.613 D_real: 0.002 D_fake: 0.036 +(epoch: 72, iters: 27364, time: 0.303, data: 0.019) G_GAN: 5.085 G_L1: 3.627 D_real: 0.045 D_fake: 0.022 +(epoch: 72, iters: 27464, time: 0.295, data: 0.019) G_GAN: 4.219 G_L1: 4.244 D_real: 0.121 D_fake: 0.104 +(epoch: 72, iters: 27564, time: 0.295, data: 0.018) G_GAN: 3.940 G_L1: 4.073 D_real: 0.012 D_fake: 0.047 +(epoch: 72, iters: 27664, time: 0.395, data: 0.019) G_GAN: 5.058 G_L1: 2.923 D_real: 0.034 D_fake: 0.044 +(epoch: 72, iters: 27764, time: 0.294, data: 0.026) G_GAN: 3.878 G_L1: 3.421 D_real: 0.118 D_fake: 0.089 +(epoch: 72, iters: 27864, time: 0.287, data: 0.020) G_GAN: 3.670 G_L1: 4.229 D_real: 0.323 D_fake: 0.046 +(epoch: 72, iters: 27964, time: 0.297, data: 0.022) G_GAN: 4.145 G_L1: 2.391 D_real: 0.059 D_fake: 0.092 +(epoch: 72, iters: 28064, time: 0.427, data: 0.019) G_GAN: 4.259 G_L1: 5.302 D_real: 0.146 D_fake: 0.164 +(epoch: 72, iters: 28164, time: 0.297, data: 0.024) G_GAN: 4.951 G_L1: 2.786 D_real: 0.148 D_fake: 0.058 +(epoch: 72, iters: 28264, time: 0.306, data: 0.019) G_GAN: 6.373 G_L1: 7.596 D_real: 0.366 D_fake: 0.003 +(epoch: 72, iters: 28364, time: 0.294, data: 0.020) G_GAN: 5.290 G_L1: 5.415 D_real: 0.187 D_fake: 0.034 +(epoch: 72, iters: 28464, time: 0.396, data: 0.019) G_GAN: 6.144 G_L1: 5.284 D_real: 0.002 D_fake: 0.023 +(epoch: 72, iters: 28564, time: 0.274, data: 0.017) G_GAN: 5.048 G_L1: 4.483 D_real: 0.008 D_fake: 0.143 +(epoch: 72, iters: 28664, time: 0.285, data: 0.017) G_GAN: 4.938 G_L1: 3.656 D_real: 0.006 D_fake: 0.024 +(epoch: 72, iters: 28764, time: 0.287, data: 0.017) G_GAN: 4.635 G_L1: 3.370 D_real: 0.003 D_fake: 0.076 +(epoch: 72, iters: 28864, time: 0.596, data: 0.018) G_GAN: 4.504 G_L1: 3.709 D_real: 0.490 D_fake: 0.015 +(epoch: 72, iters: 28964, time: 0.296, data: 0.018) G_GAN: 3.878 G_L1: 3.833 D_real: 0.021 D_fake: 0.039 +(epoch: 72, iters: 29064, time: 0.289, data: 0.019) G_GAN: 4.204 G_L1: 2.411 D_real: 0.339 D_fake: 0.019 +(epoch: 72, iters: 29164, time: 0.300, data: 0.017) G_GAN: 4.122 G_L1: 2.860 D_real: 0.014 D_fake: 0.069 +(epoch: 72, iters: 29264, time: 0.404, data: 0.017) G_GAN: 5.602 G_L1: 4.202 D_real: 0.000 D_fake: 0.018 +(epoch: 72, iters: 29364, time: 0.291, data: 0.015) G_GAN: 3.845 G_L1: 3.908 D_real: 0.089 D_fake: 0.084 +(epoch: 72, iters: 29464, time: 0.298, data: 0.018) G_GAN: 6.493 G_L1: 6.130 D_real: 0.000 D_fake: 0.181 +(epoch: 72, iters: 29564, time: 0.293, data: 0.017) G_GAN: 4.818 G_L1: 8.456 D_real: 0.064 D_fake: 0.058 +(epoch: 72, iters: 29664, time: 0.406, data: 0.018) G_GAN: 6.249 G_L1: 4.265 D_real: 0.014 D_fake: 0.042 +(epoch: 72, iters: 29764, time: 0.304, data: 0.016) G_GAN: 7.378 G_L1: 13.790 D_real: 0.003 D_fake: 0.057 +(epoch: 72, iters: 29864, time: 0.299, data: 0.019) G_GAN: 5.146 G_L1: 3.302 D_real: 0.218 D_fake: 0.030 +(epoch: 72, iters: 29964, time: 0.290, data: 0.019) G_GAN: 5.158 G_L1: 8.064 D_real: 0.014 D_fake: 0.022 +(epoch: 72, iters: 30064, time: 0.413, data: 0.017) G_GAN: 4.799 G_L1: 3.996 D_real: 0.004 D_fake: 0.208 +(epoch: 72, iters: 30164, time: 0.301, data: 0.016) G_GAN: 6.299 G_L1: 3.353 D_real: 0.002 D_fake: 0.007 +(epoch: 72, iters: 30264, time: 0.302, data: 0.019) G_GAN: 4.831 G_L1: 2.773 D_real: 0.169 D_fake: 0.143 +(epoch: 72, iters: 30364, time: 0.297, data: 0.018) G_GAN: 3.576 G_L1: 3.104 D_real: 0.483 D_fake: 0.032 +(epoch: 72, iters: 30464, time: 0.398, data: 0.017) G_GAN: 5.251 G_L1: 4.753 D_real: 0.015 D_fake: 0.305 +(epoch: 72, iters: 30564, time: 0.295, data: 0.017) G_GAN: 6.679 G_L1: 4.501 D_real: 0.249 D_fake: 0.019 +(epoch: 72, iters: 30664, time: 0.285, data: 0.017) G_GAN: 4.955 G_L1: 4.496 D_real: 0.221 D_fake: 0.021 +(epoch: 72, iters: 30764, time: 0.298, data: 0.016) G_GAN: 3.896 G_L1: 3.079 D_real: 0.006 D_fake: 0.135 +(epoch: 72, iters: 30864, time: 0.582, data: 0.017) G_GAN: 5.351 G_L1: 5.907 D_real: 0.010 D_fake: 0.055 +(epoch: 72, iters: 30964, time: 0.294, data: 0.017) G_GAN: 3.302 G_L1: 4.032 D_real: 0.087 D_fake: 0.075 +(epoch: 72, iters: 31064, time: 0.277, data: 0.018) G_GAN: 6.684 G_L1: 3.623 D_real: 0.010 D_fake: 0.028 +(epoch: 72, iters: 31164, time: 0.304, data: 0.016) G_GAN: 5.191 G_L1: 3.332 D_real: 0.082 D_fake: 0.135 +(epoch: 72, iters: 31264, time: 0.389, data: 0.020) G_GAN: 6.373 G_L1: 3.618 D_real: 0.245 D_fake: 0.005 +(epoch: 72, iters: 31364, time: 0.287, data: 0.015) G_GAN: 6.096 G_L1: 4.482 D_real: 0.017 D_fake: 0.033 +(epoch: 72, iters: 31464, time: 0.290, data: 0.019) G_GAN: 7.111 G_L1: 3.765 D_real: 0.561 D_fake: 0.035 +(epoch: 72, iters: 31564, time: 0.294, data: 0.017) G_GAN: 6.371 G_L1: 3.215 D_real: 0.041 D_fake: 0.016 +(epoch: 72, iters: 31664, time: 0.425, data: 0.018) G_GAN: 3.874 G_L1: 6.221 D_real: 0.220 D_fake: 0.127 +(epoch: 72, iters: 31764, time: 0.294, data: 0.017) G_GAN: 6.262 G_L1: 4.664 D_real: 0.008 D_fake: 0.034 +(epoch: 72, iters: 31864, time: 0.303, data: 0.017) G_GAN: 4.551 G_L1: 2.430 D_real: 0.167 D_fake: 0.023 +(epoch: 72, iters: 31964, time: 0.300, data: 0.021) G_GAN: 4.856 G_L1: 3.218 D_real: 0.206 D_fake: 0.022 +(epoch: 72, iters: 32064, time: 0.403, data: 0.018) G_GAN: 5.487 G_L1: 4.194 D_real: 0.022 D_fake: 0.029 +(epoch: 72, iters: 32164, time: 0.298, data: 0.017) G_GAN: 5.070 G_L1: 3.522 D_real: 0.239 D_fake: 0.006 +(epoch: 72, iters: 32264, time: 0.302, data: 0.019) G_GAN: 4.722 G_L1: 4.520 D_real: 0.003 D_fake: 0.089 +(epoch: 72, iters: 32364, time: 0.277, data: 0.020) G_GAN: 3.552 G_L1: 3.183 D_real: 0.049 D_fake: 0.318 +(epoch: 72, iters: 32464, time: 0.397, data: 0.016) G_GAN: 7.695 G_L1: 5.968 D_real: 0.071 D_fake: 0.009 +(epoch: 72, iters: 32564, time: 0.301, data: 0.018) G_GAN: 5.383 G_L1: 4.585 D_real: 0.030 D_fake: 0.103 +(epoch: 72, iters: 32664, time: 0.300, data: 0.018) G_GAN: 5.065 G_L1: 4.744 D_real: 0.009 D_fake: 0.150 +(epoch: 72, iters: 32764, time: 0.300, data: 0.018) G_GAN: 5.471 G_L1: 3.103 D_real: 0.008 D_fake: 0.027 +(epoch: 72, iters: 32864, time: 0.581, data: 0.018) G_GAN: 4.392 G_L1: 5.176 D_real: 0.044 D_fake: 0.178 +(epoch: 72, iters: 32964, time: 0.297, data: 0.017) G_GAN: 4.596 G_L1: 3.959 D_real: 0.019 D_fake: 0.034 +(epoch: 72, iters: 33064, time: 0.292, data: 0.018) G_GAN: 4.245 G_L1: 3.387 D_real: 0.198 D_fake: 0.091 +(epoch: 72, iters: 33164, time: 0.295, data: 0.018) G_GAN: 3.803 G_L1: 3.892 D_real: 0.085 D_fake: 0.072 +(epoch: 72, iters: 33264, time: 0.415, data: 0.020) G_GAN: 5.754 G_L1: 4.099 D_real: 0.056 D_fake: 0.016 +(epoch: 72, iters: 33364, time: 0.285, data: 0.018) G_GAN: 4.084 G_L1: 4.140 D_real: 0.012 D_fake: 0.058 +(epoch: 72, iters: 33464, time: 0.298, data: 0.017) G_GAN: 5.056 G_L1: 4.667 D_real: 0.001 D_fake: 0.258 +(epoch: 72, iters: 33564, time: 0.292, data: 0.017) G_GAN: 6.377 G_L1: 4.623 D_real: 0.077 D_fake: 0.006 +(epoch: 72, iters: 33664, time: 0.409, data: 0.018) G_GAN: 3.476 G_L1: 4.052 D_real: 0.191 D_fake: 0.067 +(epoch: 72, iters: 33764, time: 0.295, data: 0.017) G_GAN: 4.184 G_L1: 3.896 D_real: 0.073 D_fake: 0.081 +(epoch: 72, iters: 33864, time: 0.291, data: 0.018) G_GAN: 4.201 G_L1: 3.940 D_real: 0.028 D_fake: 0.055 +(epoch: 72, iters: 33964, time: 0.297, data: 0.019) G_GAN: 3.080 G_L1: 3.150 D_real: 0.350 D_fake: 0.082 +(epoch: 72, iters: 34064, time: 0.416, data: 0.019) G_GAN: 3.949 G_L1: 2.936 D_real: 0.025 D_fake: 0.124 +(epoch: 72, iters: 34164, time: 0.302, data: 0.019) G_GAN: 5.285 G_L1: 6.184 D_real: 0.905 D_fake: 0.007 +(epoch: 72, iters: 34264, time: 0.294, data: 0.019) G_GAN: 6.934 G_L1: 3.259 D_real: 0.020 D_fake: 0.011 +(epoch: 72, iters: 34364, time: 0.293, data: 0.018) G_GAN: 3.361 G_L1: 3.874 D_real: 0.088 D_fake: 0.123 +(epoch: 72, iters: 34464, time: 0.408, data: 0.020) G_GAN: 6.850 G_L1: 5.104 D_real: 0.004 D_fake: 0.013 +(epoch: 72, iters: 34564, time: 0.296, data: 0.019) G_GAN: 3.929 G_L1: 3.402 D_real: 0.006 D_fake: 0.197 +(epoch: 72, iters: 34664, time: 0.292, data: 0.017) G_GAN: 5.909 G_L1: 4.183 D_real: 0.003 D_fake: 0.109 +(epoch: 72, iters: 34764, time: 0.299, data: 0.018) G_GAN: 6.153 G_L1: 3.092 D_real: 0.034 D_fake: 0.017 +(epoch: 72, iters: 34864, time: 0.636, data: 0.018) G_GAN: 3.850 G_L1: 6.285 D_real: 0.000 D_fake: 0.249 +(epoch: 72, iters: 34964, time: 0.289, data: 0.019) G_GAN: 4.608 G_L1: 6.707 D_real: 0.000 D_fake: 0.064 +(epoch: 72, iters: 35064, time: 0.285, data: 0.017) G_GAN: 5.355 G_L1: 4.392 D_real: 0.728 D_fake: 0.016 +(epoch: 72, iters: 35164, time: 0.284, data: 0.019) G_GAN: 4.878 G_L1: 3.361 D_real: 0.012 D_fake: 0.026 +(epoch: 72, iters: 35264, time: 0.419, data: 0.016) G_GAN: 4.807 G_L1: 4.129 D_real: 0.024 D_fake: 0.150 +(epoch: 72, iters: 35364, time: 0.293, data: 0.019) G_GAN: 6.615 G_L1: 6.417 D_real: 0.141 D_fake: 0.082 +(epoch: 72, iters: 35464, time: 0.303, data: 0.018) G_GAN: 4.721 G_L1: 3.554 D_real: 0.005 D_fake: 0.034 +(epoch: 72, iters: 35564, time: 0.304, data: 0.018) G_GAN: 5.221 G_L1: 3.622 D_real: 0.006 D_fake: 0.130 +(epoch: 72, iters: 35664, time: 0.403, data: 0.018) G_GAN: 5.906 G_L1: 4.164 D_real: 0.023 D_fake: 0.021 +(epoch: 72, iters: 35764, time: 0.295, data: 0.017) G_GAN: 4.722 G_L1: 4.269 D_real: 0.000 D_fake: 0.150 +(epoch: 72, iters: 35864, time: 0.297, data: 0.018) G_GAN: 3.791 G_L1: 6.898 D_real: 0.030 D_fake: 0.065 +(epoch: 72, iters: 35964, time: 0.295, data: 0.019) G_GAN: 4.601 G_L1: 4.181 D_real: 0.025 D_fake: 0.030 +(epoch: 72, iters: 36064, time: 0.410, data: 0.020) G_GAN: 6.167 G_L1: 5.560 D_real: 0.059 D_fake: 0.007 +(epoch: 72, iters: 36164, time: 0.290, data: 0.019) G_GAN: 4.764 G_L1: 5.114 D_real: 0.011 D_fake: 0.560 +(epoch: 72, iters: 36264, time: 0.308, data: 0.018) G_GAN: 6.086 G_L1: 9.101 D_real: 0.001 D_fake: 0.018 +(epoch: 72, iters: 36364, time: 0.297, data: 0.019) G_GAN: 4.269 G_L1: 3.574 D_real: 0.002 D_fake: 0.054 +(epoch: 72, iters: 36464, time: 0.430, data: 0.020) G_GAN: 5.225 G_L1: 4.574 D_real: 0.598 D_fake: 0.007 +(epoch: 72, iters: 36564, time: 0.293, data: 0.019) G_GAN: 7.432 G_L1: 3.630 D_real: 0.056 D_fake: 0.006 +(epoch: 72, iters: 36664, time: 0.294, data: 0.021) G_GAN: 4.300 G_L1: 3.304 D_real: 0.012 D_fake: 0.059 +(epoch: 72, iters: 36764, time: 0.303, data: 0.016) G_GAN: 5.012 G_L1: 4.449 D_real: 0.072 D_fake: 0.030 +(epoch: 72, iters: 36864, time: 0.649, data: 0.020) G_GAN: 5.090 G_L1: 4.321 D_real: 0.000 D_fake: 0.029 +(epoch: 72, iters: 36964, time: 0.300, data: 0.019) G_GAN: 5.439 G_L1: 3.485 D_real: 0.169 D_fake: 0.016 +(epoch: 72, iters: 37064, time: 0.304, data: 0.019) G_GAN: 4.260 G_L1: 4.032 D_real: 0.002 D_fake: 0.224 +(epoch: 72, iters: 37164, time: 0.301, data: 0.018) G_GAN: 7.111 G_L1: 6.042 D_real: 0.000 D_fake: 0.008 +(epoch: 72, iters: 37264, time: 0.424, data: 0.024) G_GAN: 4.787 G_L1: 4.282 D_real: 0.020 D_fake: 0.093 +(epoch: 72, iters: 37364, time: 0.297, data: 0.018) G_GAN: 4.812 G_L1: 3.795 D_real: 0.047 D_fake: 0.022 +(epoch: 72, iters: 37464, time: 0.296, data: 0.019) G_GAN: 4.295 G_L1: 3.059 D_real: 0.037 D_fake: 0.147 +(epoch: 72, iters: 37564, time: 0.302, data: 0.019) G_GAN: 8.410 G_L1: 3.730 D_real: 0.001 D_fake: 0.005 +(epoch: 72, iters: 37664, time: 0.409, data: 0.019) G_GAN: 5.634 G_L1: 4.107 D_real: 0.247 D_fake: 0.013 +(epoch: 72, iters: 37764, time: 0.302, data: 0.018) G_GAN: 3.428 G_L1: 3.377 D_real: 0.074 D_fake: 0.102 +(epoch: 72, iters: 37864, time: 0.302, data: 0.019) G_GAN: 7.646 G_L1: 3.947 D_real: 0.394 D_fake: 0.006 +(epoch: 72, iters: 37964, time: 0.307, data: 0.018) G_GAN: 4.087 G_L1: 3.683 D_real: 0.130 D_fake: 0.411 +(epoch: 72, iters: 38064, time: 0.392, data: 0.024) G_GAN: 3.093 G_L1: 2.674 D_real: 0.910 D_fake: 0.096 +(epoch: 72, iters: 38164, time: 0.291, data: 0.019) G_GAN: 5.534 G_L1: 4.251 D_real: 0.022 D_fake: 0.049 +(epoch: 72, iters: 38264, time: 0.295, data: 0.018) G_GAN: 5.368 G_L1: 4.770 D_real: 0.029 D_fake: 0.054 +(epoch: 72, iters: 38364, time: 0.306, data: 0.018) G_GAN: 9.796 G_L1: 12.895 D_real: 0.002 D_fake: 0.001 +(epoch: 72, iters: 38464, time: 0.416, data: 0.019) G_GAN: 2.664 G_L1: 2.292 D_real: 0.516 D_fake: 0.063 +(epoch: 72, iters: 38564, time: 0.301, data: 0.022) G_GAN: 8.078 G_L1: 6.336 D_real: 0.102 D_fake: 0.003 +(epoch: 72, iters: 38664, time: 0.300, data: 0.019) G_GAN: 9.715 G_L1: 9.698 D_real: 0.001 D_fake: 0.008 +(epoch: 72, iters: 38764, time: 0.299, data: 0.020) G_GAN: 8.392 G_L1: 4.024 D_real: 0.000 D_fake: 0.002 +(epoch: 72, iters: 38864, time: 0.597, data: 0.019) G_GAN: 5.158 G_L1: 5.343 D_real: 0.036 D_fake: 0.027 +(epoch: 72, iters: 38964, time: 0.305, data: 0.019) G_GAN: 4.251 G_L1: 6.459 D_real: 0.226 D_fake: 0.051 +(epoch: 72, iters: 39064, time: 0.287, data: 0.020) G_GAN: 8.638 G_L1: 3.391 D_real: 0.274 D_fake: 0.008 +(epoch: 72, iters: 39164, time: 0.305, data: 0.018) G_GAN: 4.468 G_L1: 4.866 D_real: 0.019 D_fake: 0.064 +(epoch: 72, iters: 39264, time: 0.422, data: 0.021) G_GAN: 5.240 G_L1: 3.817 D_real: 0.046 D_fake: 0.041 +(epoch: 72, iters: 39364, time: 0.300, data: 0.021) G_GAN: 7.167 G_L1: 3.829 D_real: 0.034 D_fake: 0.086 +(epoch: 72, iters: 39464, time: 0.299, data: 0.021) G_GAN: 4.517 G_L1: 6.739 D_real: 0.012 D_fake: 0.061 +(epoch: 72, iters: 39564, time: 0.307, data: 0.020) G_GAN: 5.181 G_L1: 3.917 D_real: 0.040 D_fake: 0.073 +(epoch: 72, iters: 39664, time: 0.397, data: 0.022) G_GAN: 4.176 G_L1: 3.338 D_real: 0.187 D_fake: 0.034 +(epoch: 72, iters: 39764, time: 0.291, data: 0.018) G_GAN: 5.158 G_L1: 2.207 D_real: 0.211 D_fake: 0.618 +(epoch: 72, iters: 39864, time: 0.303, data: 0.017) G_GAN: 4.942 G_L1: 2.729 D_real: 0.187 D_fake: 0.074 +(epoch: 72, iters: 39964, time: 0.301, data: 0.019) G_GAN: 2.973 G_L1: 3.959 D_real: 0.192 D_fake: 0.221 +(epoch: 72, iters: 40064, time: 0.416, data: 0.019) G_GAN: 6.169 G_L1: 2.901 D_real: 0.175 D_fake: 0.004 +(epoch: 72, iters: 40164, time: 0.303, data: 0.018) G_GAN: 5.108 G_L1: 2.831 D_real: 0.030 D_fake: 0.165 +(epoch: 72, iters: 40264, time: 0.289, data: 0.019) G_GAN: 6.982 G_L1: 6.014 D_real: 0.092 D_fake: 0.008 +(epoch: 72, iters: 40364, time: 0.296, data: 0.019) G_GAN: 5.315 G_L1: 4.603 D_real: 0.012 D_fake: 0.040 +(epoch: 72, iters: 40464, time: 0.409, data: 0.022) G_GAN: 5.653 G_L1: 5.268 D_real: 0.006 D_fake: 0.041 +(epoch: 72, iters: 40564, time: 0.303, data: 0.018) G_GAN: 7.259 G_L1: 8.685 D_real: 0.000 D_fake: 0.004 +(epoch: 72, iters: 40664, time: 0.304, data: 0.019) G_GAN: 5.004 G_L1: 6.804 D_real: 0.004 D_fake: 0.081 +(epoch: 72, iters: 40764, time: 0.293, data: 0.019) G_GAN: 5.696 G_L1: 4.583 D_real: 0.000 D_fake: 0.017 +(epoch: 72, iters: 40864, time: 0.611, data: 0.019) G_GAN: 4.883 G_L1: 3.334 D_real: 0.456 D_fake: 0.018 +(epoch: 72, iters: 40964, time: 0.304, data: 0.022) G_GAN: 8.461 G_L1: 5.286 D_real: 0.004 D_fake: 0.002 +(epoch: 72, iters: 41064, time: 0.298, data: 0.019) G_GAN: 4.882 G_L1: 3.120 D_real: 0.116 D_fake: 0.034 +(epoch: 72, iters: 41164, time: 0.295, data: 0.019) G_GAN: 5.787 G_L1: 3.652 D_real: 0.007 D_fake: 0.020 +(epoch: 72, iters: 41264, time: 0.414, data: 0.019) G_GAN: 5.624 G_L1: 15.873 D_real: 0.031 D_fake: 0.020 +(epoch: 72, iters: 41364, time: 0.301, data: 0.019) G_GAN: 6.094 G_L1: 4.233 D_real: 0.013 D_fake: 0.010 +(epoch: 72, iters: 41464, time: 0.302, data: 0.020) G_GAN: 6.149 G_L1: 4.550 D_real: 0.077 D_fake: 0.012 +(epoch: 72, iters: 41564, time: 0.299, data: 0.020) G_GAN: 5.190 G_L1: 5.664 D_real: 0.053 D_fake: 0.145 +(epoch: 72, iters: 41664, time: 0.407, data: 0.019) G_GAN: 6.683 G_L1: 10.251 D_real: 0.000 D_fake: 0.009 +(epoch: 72, iters: 41764, time: 0.295, data: 0.019) G_GAN: 5.240 G_L1: 4.108 D_real: 0.074 D_fake: 0.226 +(epoch: 72, iters: 41864, time: 0.291, data: 0.021) G_GAN: 9.215 G_L1: 7.022 D_real: 0.041 D_fake: 0.044 +(epoch: 72, iters: 41964, time: 0.304, data: 0.018) G_GAN: 4.439 G_L1: 3.110 D_real: 0.045 D_fake: 0.068 +(epoch: 72, iters: 42064, time: 0.377, data: 0.020) G_GAN: 4.795 G_L1: 2.755 D_real: 0.037 D_fake: 0.078 +(epoch: 72, iters: 42164, time: 0.302, data: 0.019) G_GAN: 4.161 G_L1: 3.630 D_real: 0.151 D_fake: 0.116 +(epoch: 72, iters: 42264, time: 0.302, data: 0.020) G_GAN: 4.639 G_L1: 4.435 D_real: 0.014 D_fake: 0.176 +(epoch: 72, iters: 42364, time: 0.294, data: 0.019) G_GAN: 7.160 G_L1: 7.807 D_real: 0.075 D_fake: 0.514 +(epoch: 72, iters: 42464, time: 0.419, data: 0.021) G_GAN: 6.060 G_L1: 3.803 D_real: 0.667 D_fake: 0.009 +(epoch: 72, iters: 42564, time: 0.304, data: 0.021) G_GAN: 5.022 G_L1: 4.393 D_real: 0.001 D_fake: 0.054 +(epoch: 72, iters: 42664, time: 0.299, data: 0.021) G_GAN: 4.800 G_L1: 4.365 D_real: 0.002 D_fake: 0.087 +(epoch: 72, iters: 42764, time: 0.296, data: 0.021) G_GAN: 5.897 G_L1: 2.743 D_real: 0.017 D_fake: 0.027 +(epoch: 72, iters: 42864, time: 0.593, data: 0.018) G_GAN: 7.571 G_L1: 5.608 D_real: 0.003 D_fake: 0.013 +(epoch: 72, iters: 42964, time: 0.300, data: 0.019) G_GAN: 7.411 G_L1: 6.946 D_real: 0.007 D_fake: 0.027 +(epoch: 72, iters: 43064, time: 0.303, data: 0.017) G_GAN: 4.759 G_L1: 2.417 D_real: 0.046 D_fake: 0.064 +(epoch: 72, iters: 43164, time: 0.274, data: 0.019) G_GAN: 6.098 G_L1: 5.538 D_real: 0.002 D_fake: 0.039 +(epoch: 72, iters: 43264, time: 0.407, data: 0.019) G_GAN: 4.399 G_L1: 2.866 D_real: 0.213 D_fake: 0.030 +(epoch: 72, iters: 43364, time: 0.301, data: 0.018) G_GAN: 6.016 G_L1: 4.035 D_real: 0.000 D_fake: 0.020 +(epoch: 72, iters: 43464, time: 0.304, data: 0.018) G_GAN: 3.875 G_L1: 2.877 D_real: 0.012 D_fake: 0.134 +(epoch: 72, iters: 43564, time: 0.305, data: 0.020) G_GAN: 6.944 G_L1: 3.370 D_real: 0.008 D_fake: 0.911 +(epoch: 72, iters: 43664, time: 0.398, data: 0.018) G_GAN: 5.777 G_L1: 4.078 D_real: 0.008 D_fake: 0.016 +(epoch: 72, iters: 43764, time: 0.302, data: 0.018) G_GAN: 5.258 G_L1: 5.213 D_real: 0.056 D_fake: 0.339 +(epoch: 72, iters: 43864, time: 0.304, data: 0.020) G_GAN: 7.234 G_L1: 6.652 D_real: 0.004 D_fake: 0.044 +(epoch: 72, iters: 43964, time: 0.305, data: 0.018) G_GAN: 6.088 G_L1: 3.216 D_real: 0.033 D_fake: 0.010 +(epoch: 72, iters: 44064, time: 0.412, data: 0.018) G_GAN: 5.292 G_L1: 4.707 D_real: 0.117 D_fake: 0.066 +(epoch: 72, iters: 44164, time: 0.304, data: 0.019) G_GAN: 5.831 G_L1: 4.002 D_real: 0.005 D_fake: 0.015 +(epoch: 72, iters: 44264, time: 0.298, data: 0.019) G_GAN: 4.864 G_L1: 6.243 D_real: 0.045 D_fake: 0.039 +(epoch: 72, iters: 44364, time: 0.295, data: 0.019) G_GAN: 7.121 G_L1: 8.845 D_real: 0.005 D_fake: 0.052 +(epoch: 72, iters: 44464, time: 0.404, data: 0.019) G_GAN: 7.353 G_L1: 8.504 D_real: 0.020 D_fake: 0.003 +(epoch: 72, iters: 44564, time: 0.293, data: 0.021) G_GAN: 4.801 G_L1: 4.801 D_real: 0.037 D_fake: 0.020 +(epoch: 72, iters: 44664, time: 0.290, data: 0.018) G_GAN: 5.326 G_L1: 3.254 D_real: 0.010 D_fake: 0.037 +(epoch: 72, iters: 44764, time: 0.303, data: 0.019) G_GAN: 5.566 G_L1: 5.561 D_real: 0.003 D_fake: 0.081 +(epoch: 72, iters: 44864, time: 0.548, data: 0.019) G_GAN: 5.357 G_L1: 3.665 D_real: 0.164 D_fake: 0.016 +(epoch: 72, iters: 44964, time: 0.284, data: 0.016) G_GAN: 7.000 G_L1: 3.790 D_real: 0.022 D_fake: 0.010 +(epoch: 72, iters: 45064, time: 0.294, data: 0.017) G_GAN: 3.698 G_L1: 3.253 D_real: 0.089 D_fake: 0.066 +(epoch: 72, iters: 45164, time: 0.301, data: 0.018) G_GAN: 6.580 G_L1: 7.088 D_real: 0.167 D_fake: 0.014 +(epoch: 72, iters: 45264, time: 0.408, data: 0.019) G_GAN: 5.421 G_L1: 4.907 D_real: 0.004 D_fake: 0.204 +(epoch: 72, iters: 45364, time: 0.298, data: 0.017) G_GAN: 4.823 G_L1: 4.303 D_real: 0.027 D_fake: 0.057 +(epoch: 72, iters: 45464, time: 0.295, data: 0.019) G_GAN: 4.389 G_L1: 2.860 D_real: 0.024 D_fake: 0.112 +(epoch: 72, iters: 45564, time: 0.300, data: 0.019) G_GAN: 4.007 G_L1: 4.164 D_real: 0.014 D_fake: 0.275 +(epoch: 72, iters: 45664, time: 0.408, data: 0.017) G_GAN: 6.877 G_L1: 6.459 D_real: 0.000 D_fake: 0.109 +(epoch: 72, iters: 45764, time: 0.301, data: 0.018) G_GAN: 6.102 G_L1: 3.935 D_real: 0.013 D_fake: 0.010 +(epoch: 72, iters: 45864, time: 0.299, data: 0.019) G_GAN: 5.203 G_L1: 4.673 D_real: 0.198 D_fake: 0.024 +(epoch: 72, iters: 45964, time: 0.268, data: 0.019) G_GAN: 5.477 G_L1: 9.337 D_real: 0.000 D_fake: 0.079 +(epoch: 72, iters: 46064, time: 0.413, data: 0.016) G_GAN: 5.455 G_L1: 9.043 D_real: 0.009 D_fake: 0.023 +(epoch: 72, iters: 46164, time: 0.291, data: 0.019) G_GAN: 3.004 G_L1: 3.831 D_real: 0.547 D_fake: 0.027 +(epoch: 72, iters: 46264, time: 0.300, data: 0.018) G_GAN: 5.345 G_L1: 3.612 D_real: 0.290 D_fake: 0.010 +(epoch: 72, iters: 46364, time: 0.300, data: 0.019) G_GAN: 4.990 G_L1: 3.716 D_real: 0.040 D_fake: 0.019 +(epoch: 72, iters: 46464, time: 0.390, data: 0.020) G_GAN: 3.272 G_L1: 2.492 D_real: 0.350 D_fake: 0.104 +(epoch: 72, iters: 46564, time: 0.291, data: 0.019) G_GAN: 6.225 G_L1: 3.274 D_real: 0.156 D_fake: 0.022 +(epoch: 72, iters: 46664, time: 0.305, data: 0.019) G_GAN: 3.994 G_L1: 4.210 D_real: 0.858 D_fake: 0.034 +(epoch: 72, iters: 46764, time: 0.302, data: 0.020) G_GAN: 4.784 G_L1: 4.074 D_real: 0.009 D_fake: 0.076 +(epoch: 72, iters: 46864, time: 0.583, data: 0.020) G_GAN: 3.542 G_L1: 3.475 D_real: 0.039 D_fake: 0.146 +(epoch: 72, iters: 46964, time: 0.291, data: 0.021) G_GAN: 5.596 G_L1: 4.341 D_real: 0.013 D_fake: 0.082 +(epoch: 72, iters: 47064, time: 0.284, data: 0.017) G_GAN: 6.624 G_L1: 6.483 D_real: 0.000 D_fake: 0.009 +(epoch: 72, iters: 47164, time: 0.284, data: 0.017) G_GAN: 5.382 G_L1: 4.665 D_real: 0.001 D_fake: 0.022 +(epoch: 72, iters: 47264, time: 0.411, data: 0.019) G_GAN: 6.792 G_L1: 3.603 D_real: 0.236 D_fake: 0.005 +(epoch: 72, iters: 47364, time: 0.290, data: 0.019) G_GAN: 3.826 G_L1: 3.150 D_real: 0.087 D_fake: 0.166 +(epoch: 72, iters: 47464, time: 0.302, data: 0.018) G_GAN: 7.659 G_L1: 6.289 D_real: 0.001 D_fake: 0.049 +(epoch: 72, iters: 47564, time: 0.282, data: 0.021) G_GAN: 5.195 G_L1: 4.213 D_real: 0.000 D_fake: 0.471 +(epoch: 72, iters: 47664, time: 0.407, data: 0.018) G_GAN: 5.485 G_L1: 3.675 D_real: 0.374 D_fake: 0.022 +(epoch: 72, iters: 47764, time: 0.298, data: 0.020) G_GAN: 3.336 G_L1: 6.272 D_real: 0.008 D_fake: 0.187 +(epoch: 72, iters: 47864, time: 0.302, data: 0.019) G_GAN: 6.991 G_L1: 6.623 D_real: 0.033 D_fake: 0.121 +(epoch: 72, iters: 47964, time: 0.290, data: 0.019) G_GAN: 4.423 G_L1: 4.907 D_real: 0.000 D_fake: 0.134 +(epoch: 72, iters: 48064, time: 0.415, data: 0.017) G_GAN: 8.333 G_L1: 6.032 D_real: 0.069 D_fake: 0.002 +(epoch: 72, iters: 48164, time: 0.291, data: 0.017) G_GAN: 4.597 G_L1: 6.320 D_real: 0.249 D_fake: 0.024 +(epoch: 72, iters: 48264, time: 0.294, data: 0.019) G_GAN: 5.992 G_L1: 3.452 D_real: 0.132 D_fake: 0.005 +(epoch: 72, iters: 48364, time: 0.308, data: 0.021) G_GAN: 6.436 G_L1: 3.277 D_real: 0.307 D_fake: 0.015 +(epoch: 72, iters: 48464, time: 0.423, data: 0.020) G_GAN: 6.093 G_L1: 4.213 D_real: 0.035 D_fake: 0.022 +(epoch: 72, iters: 48564, time: 0.302, data: 0.019) G_GAN: 6.604 G_L1: 4.469 D_real: 0.004 D_fake: 0.007 +(epoch: 72, iters: 48664, time: 0.297, data: 0.022) G_GAN: 6.627 G_L1: 3.652 D_real: 0.009 D_fake: 0.005 +(epoch: 72, iters: 48764, time: 0.285, data: 0.018) G_GAN: 8.031 G_L1: 3.990 D_real: 0.031 D_fake: 0.010 +(epoch: 72, iters: 48864, time: 0.604, data: 0.016) G_GAN: 4.169 G_L1: 3.504 D_real: 0.452 D_fake: 0.081 +(epoch: 72, iters: 48964, time: 0.285, data: 0.018) G_GAN: 3.697 G_L1: 4.144 D_real: 0.122 D_fake: 0.060 +(epoch: 72, iters: 49064, time: 0.270, data: 0.018) G_GAN: 6.458 G_L1: 1.725 D_real: 0.004 D_fake: 0.045 +(epoch: 72, iters: 49164, time: 0.282, data: 0.017) G_GAN: 5.144 G_L1: 4.601 D_real: 0.078 D_fake: 0.059 +(epoch: 72, iters: 49264, time: 0.365, data: 0.016) G_GAN: 3.924 G_L1: 3.296 D_real: 0.043 D_fake: 0.184 +(epoch: 72, iters: 49364, time: 0.295, data: 0.017) G_GAN: 4.730 G_L1: 3.217 D_real: 0.018 D_fake: 0.050 +(epoch: 72, iters: 49464, time: 0.296, data: 0.017) G_GAN: 5.157 G_L1: 3.533 D_real: 0.076 D_fake: 0.152 +(epoch: 72, iters: 49564, time: 0.286, data: 0.019) G_GAN: 7.255 G_L1: 4.965 D_real: 0.037 D_fake: 0.010 +(epoch: 72, iters: 49664, time: 0.366, data: 0.017) G_GAN: 5.098 G_L1: 2.957 D_real: 0.048 D_fake: 0.015 +(epoch: 72, iters: 49764, time: 0.289, data: 0.017) G_GAN: 2.389 G_L1: 3.556 D_real: 0.939 D_fake: 0.025 +(epoch: 72, iters: 49864, time: 0.257, data: 0.019) G_GAN: 6.144 G_L1: 4.272 D_real: 0.024 D_fake: 0.007 +(epoch: 72, iters: 49964, time: 0.292, data: 0.016) G_GAN: 6.063 G_L1: 4.405 D_real: 0.011 D_fake: 0.060 +(epoch: 72, iters: 50064, time: 0.377, data: 0.017) G_GAN: 3.770 G_L1: 4.073 D_real: 0.034 D_fake: 0.159 +(epoch: 72, iters: 50164, time: 0.267, data: 0.017) G_GAN: 5.163 G_L1: 2.607 D_real: 0.018 D_fake: 0.126 +(epoch: 72, iters: 50264, time: 0.287, data: 0.015) G_GAN: 6.480 G_L1: 5.072 D_real: 0.010 D_fake: 0.028 +(epoch: 72, iters: 50364, time: 0.276, data: 0.018) G_GAN: 4.528 G_L1: 3.911 D_real: 0.006 D_fake: 0.147 +(epoch: 72, iters: 50464, time: 0.382, data: 0.016) G_GAN: 6.229 G_L1: 3.261 D_real: 0.021 D_fake: 0.076 +(epoch: 72, iters: 50564, time: 0.269, data: 0.017) G_GAN: 6.573 G_L1: 4.707 D_real: 0.005 D_fake: 0.015 +(epoch: 72, iters: 50664, time: 0.287, data: 0.014) G_GAN: 4.803 G_L1: 4.026 D_real: 0.017 D_fake: 0.058 +(epoch: 72, iters: 50764, time: 0.294, data: 0.016) G_GAN: 5.106 G_L1: 3.422 D_real: 0.006 D_fake: 0.063 +(epoch: 72, iters: 50864, time: 0.600, data: 0.017) G_GAN: 5.722 G_L1: 3.721 D_real: 0.074 D_fake: 0.018 +(epoch: 72, iters: 50964, time: 0.289, data: 0.018) G_GAN: 6.265 G_L1: 4.678 D_real: 0.642 D_fake: 0.009 +(epoch: 72, iters: 51064, time: 0.283, data: 0.019) G_GAN: 4.284 G_L1: 3.544 D_real: 0.008 D_fake: 0.070 +(epoch: 72, iters: 51164, time: 0.295, data: 0.017) G_GAN: 7.627 G_L1: 5.136 D_real: 0.025 D_fake: 0.003 +(epoch: 72, iters: 51264, time: 0.415, data: 0.017) G_GAN: 4.025 G_L1: 2.956 D_real: 0.174 D_fake: 0.042 +(epoch: 72, iters: 51364, time: 0.262, data: 0.018) G_GAN: 3.212 G_L1: 3.448 D_real: 0.692 D_fake: 0.018 +(epoch: 72, iters: 51464, time: 0.267, data: 0.017) G_GAN: 5.617 G_L1: 3.215 D_real: 0.008 D_fake: 0.013 +(epoch: 72, iters: 51564, time: 0.289, data: 0.016) G_GAN: 6.467 G_L1: 3.854 D_real: 0.026 D_fake: 0.006 +(epoch: 72, iters: 51664, time: 0.378, data: 0.017) G_GAN: 4.965 G_L1: 3.246 D_real: 0.043 D_fake: 0.167 +(epoch: 72, iters: 51764, time: 0.284, data: 0.016) G_GAN: 6.794 G_L1: 4.548 D_real: 0.009 D_fake: 0.018 +(epoch: 72, iters: 51864, time: 0.287, data: 0.016) G_GAN: 5.938 G_L1: 3.544 D_real: 0.001 D_fake: 0.034 +(epoch: 72, iters: 51964, time: 0.295, data: 0.016) G_GAN: 5.093 G_L1: 2.703 D_real: 0.847 D_fake: 0.007 +(epoch: 72, iters: 52064, time: 0.411, data: 0.017) G_GAN: 4.243 G_L1: 3.499 D_real: 0.012 D_fake: 0.179 +(epoch: 72, iters: 52164, time: 0.287, data: 0.020) G_GAN: 6.204 G_L1: 5.415 D_real: 0.001 D_fake: 0.199 +(epoch: 72, iters: 52264, time: 0.273, data: 0.016) G_GAN: 4.950 G_L1: 2.957 D_real: 0.023 D_fake: 0.111 +(epoch: 72, iters: 52364, time: 0.283, data: 0.016) G_GAN: 5.426 G_L1: 3.681 D_real: 0.021 D_fake: 0.061 +(epoch: 72, iters: 52464, time: 0.374, data: 0.017) G_GAN: 5.462 G_L1: 4.184 D_real: 0.004 D_fake: 0.086 +(epoch: 72, iters: 52564, time: 0.283, data: 0.015) G_GAN: 7.419 G_L1: 3.975 D_real: 0.001 D_fake: 0.006 +(epoch: 72, iters: 52664, time: 0.289, data: 0.017) G_GAN: 5.717 G_L1: 3.867 D_real: 0.031 D_fake: 0.103 +(epoch: 72, iters: 52764, time: 0.287, data: 0.015) G_GAN: 5.358 G_L1: 6.078 D_real: 0.002 D_fake: 0.026 +(epoch: 72, iters: 52864, time: 0.577, data: 0.018) G_GAN: 5.726 G_L1: 4.215 D_real: 0.003 D_fake: 0.041 +(epoch: 72, iters: 52964, time: 0.296, data: 0.019) G_GAN: 5.752 G_L1: 6.795 D_real: 0.007 D_fake: 0.074 +(epoch: 72, iters: 53064, time: 0.281, data: 0.018) G_GAN: 6.031 G_L1: 5.079 D_real: 0.003 D_fake: 0.014 +(epoch: 72, iters: 53164, time: 0.295, data: 0.017) G_GAN: 4.004 G_L1: 3.078 D_real: 0.001 D_fake: 0.086 +(epoch: 72, iters: 53264, time: 0.402, data: 0.018) G_GAN: 5.924 G_L1: 5.522 D_real: 0.066 D_fake: 0.048 +(epoch: 72, iters: 53364, time: 0.290, data: 0.018) G_GAN: 4.427 G_L1: 2.981 D_real: 0.097 D_fake: 0.071 +(epoch: 72, iters: 53464, time: 0.273, data: 0.019) G_GAN: 5.507 G_L1: 4.839 D_real: 0.001 D_fake: 0.012 +(epoch: 72, iters: 53564, time: 0.288, data: 0.016) G_GAN: 5.438 G_L1: 3.554 D_real: 0.179 D_fake: 0.014 +(epoch: 72, iters: 53664, time: 0.366, data: 0.016) G_GAN: 5.331 G_L1: 3.692 D_real: 0.009 D_fake: 0.028 +(epoch: 72, iters: 53764, time: 0.281, data: 0.017) G_GAN: 8.519 G_L1: 4.912 D_real: 0.007 D_fake: 0.001 +(epoch: 72, iters: 53864, time: 0.283, data: 0.017) G_GAN: 4.907 G_L1: 6.585 D_real: 0.116 D_fake: 0.270 +(epoch: 72, iters: 53964, time: 0.302, data: 0.018) G_GAN: 4.120 G_L1: 3.735 D_real: 0.126 D_fake: 0.094 +(epoch: 72, iters: 54064, time: 0.413, data: 0.022) G_GAN: 7.193 G_L1: 5.926 D_real: 0.243 D_fake: 0.096 +(epoch: 72, iters: 54164, time: 0.287, data: 0.020) G_GAN: 4.608 G_L1: 2.914 D_real: 0.073 D_fake: 0.105 +(epoch: 72, iters: 54264, time: 0.288, data: 0.017) G_GAN: 7.760 G_L1: 5.082 D_real: 0.033 D_fake: 0.001 +(epoch: 72, iters: 54364, time: 0.289, data: 0.021) G_GAN: 4.509 G_L1: 4.469 D_real: 0.065 D_fake: 0.020 +(epoch: 72, iters: 54464, time: 0.423, data: 0.016) G_GAN: 5.721 G_L1: 4.585 D_real: 0.011 D_fake: 0.027 +(epoch: 72, iters: 54564, time: 0.293, data: 0.019) G_GAN: 5.964 G_L1: 5.945 D_real: 0.017 D_fake: 0.012 +(epoch: 72, iters: 54664, time: 0.285, data: 0.020) G_GAN: 6.846 G_L1: 3.198 D_real: 0.012 D_fake: 0.027 +(epoch: 72, iters: 54764, time: 0.300, data: 0.018) G_GAN: 6.025 G_L1: 3.445 D_real: 0.073 D_fake: 0.018 +(epoch: 72, iters: 54864, time: 0.611, data: 0.020) G_GAN: 4.135 G_L1: 4.205 D_real: 0.092 D_fake: 0.076 +(epoch: 72, iters: 54964, time: 0.285, data: 0.018) G_GAN: 6.474 G_L1: 6.201 D_real: 0.014 D_fake: 0.007 +(epoch: 72, iters: 55064, time: 0.296, data: 0.018) G_GAN: 4.794 G_L1: 3.441 D_real: 0.211 D_fake: 0.016 +(epoch: 72, iters: 55164, time: 0.304, data: 0.018) G_GAN: 6.156 G_L1: 5.617 D_real: 0.001 D_fake: 0.061 +(epoch: 72, iters: 55264, time: 0.405, data: 0.020) G_GAN: 6.289 G_L1: 4.617 D_real: 0.049 D_fake: 0.012 +(epoch: 72, iters: 55364, time: 0.298, data: 0.019) G_GAN: 6.865 G_L1: 3.801 D_real: 0.014 D_fake: 0.018 +(epoch: 72, iters: 55464, time: 0.294, data: 0.019) G_GAN: 7.699 G_L1: 3.912 D_real: 0.000 D_fake: 0.003 +(epoch: 72, iters: 55564, time: 0.299, data: 0.021) G_GAN: 6.639 G_L1: 4.680 D_real: 0.001 D_fake: 0.147 +(epoch: 72, iters: 55664, time: 0.414, data: 0.017) G_GAN: 7.713 G_L1: 4.233 D_real: 0.002 D_fake: 0.003 +(epoch: 72, iters: 55764, time: 0.303, data: 0.018) G_GAN: 6.612 G_L1: 7.345 D_real: 0.002 D_fake: 0.066 +(epoch: 72, iters: 55864, time: 0.292, data: 0.020) G_GAN: 7.651 G_L1: 4.112 D_real: 0.000 D_fake: 0.016 +(epoch: 72, iters: 55964, time: 0.289, data: 0.017) G_GAN: 6.823 G_L1: 5.659 D_real: 0.007 D_fake: 0.008 +(epoch: 72, iters: 56064, time: 0.412, data: 0.018) G_GAN: 8.442 G_L1: 6.602 D_real: 0.001 D_fake: 0.310 +(epoch: 72, iters: 56164, time: 0.300, data: 0.019) G_GAN: 11.565 G_L1: 6.119 D_real: 0.001 D_fake: 0.001 +(epoch: 72, iters: 56264, time: 0.303, data: 0.018) G_GAN: 9.339 G_L1: 4.128 D_real: 0.001 D_fake: 0.011 +(epoch: 72, iters: 56364, time: 0.292, data: 0.018) G_GAN: 7.748 G_L1: 5.944 D_real: 0.104 D_fake: 0.006 +(epoch: 72, iters: 56464, time: 0.409, data: 0.018) G_GAN: 5.792 G_L1: 4.830 D_real: 0.159 D_fake: 0.007 +(epoch: 72, iters: 56564, time: 0.299, data: 0.017) G_GAN: 10.565 G_L1: 6.918 D_real: 0.000 D_fake: 0.001 +(epoch: 72, iters: 56664, time: 0.307, data: 0.019) G_GAN: 8.236 G_L1: 8.103 D_real: 0.000 D_fake: 0.013 +(epoch: 72, iters: 56764, time: 0.302, data: 0.018) G_GAN: 8.038 G_L1: 4.425 D_real: 0.000 D_fake: 0.006 +(epoch: 72, iters: 56864, time: 0.635, data: 0.019) G_GAN: 4.406 G_L1: 4.055 D_real: 0.002 D_fake: 0.111 +(epoch: 72, iters: 56964, time: 0.304, data: 0.018) G_GAN: 5.241 G_L1: 3.853 D_real: 0.002 D_fake: 0.016 +(epoch: 72, iters: 57064, time: 0.294, data: 0.019) G_GAN: 6.377 G_L1: 4.384 D_real: 0.002 D_fake: 0.011 +(epoch: 72, iters: 57164, time: 0.290, data: 0.019) G_GAN: 4.908 G_L1: 4.331 D_real: 0.002 D_fake: 0.113 +(epoch: 72, iters: 57264, time: 0.417, data: 0.019) G_GAN: 4.700 G_L1: 5.147 D_real: 0.000 D_fake: 0.061 +(epoch: 72, iters: 57364, time: 0.294, data: 0.018) G_GAN: 7.227 G_L1: 6.028 D_real: 0.000 D_fake: 0.020 +(epoch: 72, iters: 57464, time: 0.295, data: 0.017) G_GAN: 5.414 G_L1: 4.434 D_real: 0.000 D_fake: 0.034 +(epoch: 72, iters: 57564, time: 0.303, data: 0.017) G_GAN: 6.705 G_L1: 4.427 D_real: 0.000 D_fake: 0.013 +(epoch: 72, iters: 57664, time: 0.416, data: 0.018) G_GAN: 6.874 G_L1: 5.102 D_real: 0.000 D_fake: 0.012 +(epoch: 72, iters: 57764, time: 0.280, data: 0.018) G_GAN: 7.376 G_L1: 4.207 D_real: 0.000 D_fake: 0.006 +(epoch: 72, iters: 57864, time: 0.289, data: 0.016) G_GAN: 5.531 G_L1: 3.523 D_real: 0.000 D_fake: 0.006 +(epoch: 72, iters: 57964, time: 0.293, data: 0.018) G_GAN: 7.092 G_L1: 9.199 D_real: 0.000 D_fake: 0.024 +(epoch: 72, iters: 58064, time: 0.426, data: 0.019) G_GAN: 6.784 G_L1: 7.286 D_real: 0.000 D_fake: 0.033 +(epoch: 72, iters: 58164, time: 0.295, data: 0.021) G_GAN: 4.810 G_L1: 4.025 D_real: 0.000 D_fake: 0.045 +(epoch: 72, iters: 58264, time: 0.298, data: 0.019) G_GAN: 5.300 G_L1: 8.084 D_real: 0.000 D_fake: 0.200 +(epoch: 72, iters: 58364, time: 0.292, data: 0.020) G_GAN: 6.978 G_L1: 3.700 D_real: 0.000 D_fake: 0.017 +(epoch: 72, iters: 58464, time: 0.418, data: 0.019) G_GAN: 4.963 G_L1: 4.814 D_real: 0.000 D_fake: 0.022 +(epoch: 72, iters: 58564, time: 0.299, data: 0.020) G_GAN: 5.966 G_L1: 4.810 D_real: 0.000 D_fake: 0.052 +(epoch: 72, iters: 58664, time: 0.300, data: 0.019) G_GAN: 5.305 G_L1: 3.257 D_real: 0.000 D_fake: 0.065 +(epoch: 72, iters: 58764, time: 0.292, data: 0.020) G_GAN: 6.838 G_L1: 6.439 D_real: 0.000 D_fake: 0.013 +(epoch: 72, iters: 58864, time: 0.645, data: 0.020) G_GAN: 5.951 G_L1: 11.227 D_real: 0.000 D_fake: 0.029 +(epoch: 72, iters: 58964, time: 0.299, data: 0.020) G_GAN: 6.796 G_L1: 4.103 D_real: 0.000 D_fake: 0.025 +(epoch: 72, iters: 59064, time: 0.303, data: 0.018) G_GAN: 9.091 G_L1: 10.084 D_real: 0.000 D_fake: 0.003 +(epoch: 72, iters: 59164, time: 0.294, data: 0.023) G_GAN: 5.799 G_L1: 4.630 D_real: 0.000 D_fake: 0.017 +(epoch: 72, iters: 59264, time: 0.401, data: 0.019) G_GAN: 6.842 G_L1: 6.656 D_real: 0.000 D_fake: 0.009 +(epoch: 72, iters: 59364, time: 0.302, data: 0.020) G_GAN: 8.023 G_L1: 7.236 D_real: 0.000 D_fake: 0.001 +(epoch: 72, iters: 59464, time: 0.297, data: 0.019) G_GAN: 5.127 G_L1: 3.851 D_real: 0.000 D_fake: 0.058 +(epoch: 72, iters: 59564, time: 0.302, data: 0.020) G_GAN: 4.946 G_L1: 4.014 D_real: 0.000 D_fake: 0.033 +(epoch: 72, iters: 59664, time: 0.416, data: 0.020) G_GAN: 7.383 G_L1: 4.282 D_real: 0.000 D_fake: 0.007 +(epoch: 72, iters: 59764, time: 0.304, data: 0.018) G_GAN: 4.601 G_L1: 4.331 D_real: 0.000 D_fake: 0.040 +(epoch: 72, iters: 59864, time: 0.291, data: 0.019) G_GAN: 6.049 G_L1: 3.723 D_real: 0.000 D_fake: 0.027 +(epoch: 72, iters: 59964, time: 0.293, data: 0.019) G_GAN: 5.817 G_L1: 5.361 D_real: 0.000 D_fake: 0.144 +(epoch: 73, iters: 48, time: 0.618, data: 0.020) G_GAN: 9.244 G_L1: 5.590 D_real: 0.000 D_fake: 0.068 +(epoch: 73, iters: 148, time: 0.302, data: 0.024) G_GAN: 5.456 G_L1: 6.241 D_real: 0.000 D_fake: 0.052 +(epoch: 73, iters: 248, time: 0.281, data: 0.020) G_GAN: 3.562 G_L1: 4.402 D_real: 0.192 D_fake: 0.181 +(epoch: 73, iters: 348, time: 0.287, data: 0.016) G_GAN: 5.921 G_L1: 6.908 D_real: 0.000 D_fake: 0.071 +(epoch: 73, iters: 448, time: 0.417, data: 0.018) G_GAN: 5.244 G_L1: 6.805 D_real: 0.000 D_fake: 0.046 +(epoch: 73, iters: 548, time: 0.295, data: 0.019) G_GAN: 6.748 G_L1: 4.864 D_real: 0.000 D_fake: 0.025 +(epoch: 73, iters: 648, time: 0.302, data: 0.019) G_GAN: 5.612 G_L1: 7.635 D_real: 0.000 D_fake: 0.489 +(epoch: 73, iters: 748, time: 0.297, data: 0.022) G_GAN: 5.488 G_L1: 10.664 D_real: 0.000 D_fake: 0.663 +(epoch: 73, iters: 848, time: 0.616, data: 0.020) G_GAN: 4.723 G_L1: 5.893 D_real: 0.000 D_fake: 0.051 +(epoch: 73, iters: 948, time: 0.297, data: 0.019) G_GAN: 6.242 G_L1: 4.617 D_real: 0.000 D_fake: 0.025 +(epoch: 73, iters: 1048, time: 0.289, data: 0.022) G_GAN: 4.590 G_L1: 4.975 D_real: 0.000 D_fake: 0.033 +(epoch: 73, iters: 1148, time: 0.287, data: 0.020) G_GAN: 4.423 G_L1: 5.075 D_real: 0.000 D_fake: 0.058 +(epoch: 73, iters: 1248, time: 0.370, data: 0.021) G_GAN: 8.334 G_L1: 3.963 D_real: 0.000 D_fake: 1.052 +(epoch: 73, iters: 1348, time: 0.282, data: 0.018) G_GAN: 3.379 G_L1: 4.371 D_real: 0.000 D_fake: 0.088 +(epoch: 73, iters: 1448, time: 0.296, data: 0.015) G_GAN: 3.938 G_L1: 5.340 D_real: 0.001 D_fake: 0.024 +(epoch: 73, iters: 1548, time: 0.301, data: 0.018) G_GAN: 4.689 G_L1: 6.054 D_real: 0.001 D_fake: 0.087 +(epoch: 73, iters: 1648, time: 0.404, data: 0.021) G_GAN: 4.623 G_L1: 4.763 D_real: 0.006 D_fake: 0.028 +(epoch: 73, iters: 1748, time: 0.289, data: 0.018) G_GAN: 5.878 G_L1: 8.962 D_real: 0.000 D_fake: 0.155 +(epoch: 73, iters: 1848, time: 0.269, data: 0.017) G_GAN: 6.666 G_L1: 6.640 D_real: 0.000 D_fake: 0.063 +(epoch: 73, iters: 1948, time: 0.300, data: 0.017) G_GAN: 4.074 G_L1: 3.948 D_real: 0.000 D_fake: 0.153 +(epoch: 73, iters: 2048, time: 0.412, data: 0.020) G_GAN: 3.761 G_L1: 4.885 D_real: 0.001 D_fake: 0.051 +(epoch: 73, iters: 2148, time: 0.305, data: 0.018) G_GAN: 6.276 G_L1: 4.310 D_real: 0.000 D_fake: 0.079 +(epoch: 73, iters: 2248, time: 0.290, data: 0.019) G_GAN: 4.227 G_L1: 5.815 D_real: 0.000 D_fake: 0.269 +(epoch: 73, iters: 2348, time: 0.285, data: 0.019) G_GAN: 5.636 G_L1: 4.978 D_real: 0.000 D_fake: 0.101 +(epoch: 73, iters: 2448, time: 0.413, data: 0.017) G_GAN: 3.140 G_L1: 8.143 D_real: 0.000 D_fake: 0.281 +(epoch: 73, iters: 2548, time: 0.302, data: 0.018) G_GAN: 7.705 G_L1: 5.089 D_real: 0.000 D_fake: 0.020 +(epoch: 73, iters: 2648, time: 0.291, data: 0.018) G_GAN: 7.053 G_L1: 6.611 D_real: 0.000 D_fake: 0.009 +(epoch: 73, iters: 2748, time: 0.294, data: 0.020) G_GAN: 3.512 G_L1: 3.794 D_real: 0.000 D_fake: 0.162 +(epoch: 73, iters: 2848, time: 0.592, data: 0.018) G_GAN: 4.027 G_L1: 4.580 D_real: 0.000 D_fake: 0.242 +(epoch: 73, iters: 2948, time: 0.287, data: 0.018) G_GAN: 7.232 G_L1: 11.744 D_real: 0.003 D_fake: 0.008 +(epoch: 73, iters: 3048, time: 0.298, data: 0.016) G_GAN: 4.160 G_L1: 4.519 D_real: 0.000 D_fake: 0.043 +(epoch: 73, iters: 3148, time: 0.286, data: 0.018) G_GAN: 4.306 G_L1: 4.632 D_real: 0.000 D_fake: 0.046 +(epoch: 73, iters: 3248, time: 0.419, data: 0.017) G_GAN: 5.167 G_L1: 5.780 D_real: 0.000 D_fake: 0.012 +(epoch: 73, iters: 3348, time: 0.301, data: 0.019) G_GAN: 4.576 G_L1: 8.736 D_real: 0.000 D_fake: 0.486 +(epoch: 73, iters: 3448, time: 0.297, data: 0.018) G_GAN: 3.570 G_L1: 4.912 D_real: 0.000 D_fake: 0.179 +(epoch: 73, iters: 3548, time: 0.293, data: 0.018) G_GAN: 3.084 G_L1: 3.945 D_real: 0.000 D_fake: 0.146 +(epoch: 73, iters: 3648, time: 0.419, data: 0.017) G_GAN: 3.667 G_L1: 4.435 D_real: 0.000 D_fake: 0.208 +(epoch: 73, iters: 3748, time: 0.298, data: 0.023) G_GAN: 4.226 G_L1: 8.721 D_real: 0.000 D_fake: 0.472 +(epoch: 73, iters: 3848, time: 0.302, data: 0.018) G_GAN: 4.251 G_L1: 4.214 D_real: 0.000 D_fake: 0.029 +(epoch: 73, iters: 3948, time: 0.296, data: 0.019) G_GAN: 5.612 G_L1: 4.274 D_real: 0.000 D_fake: 0.061 +(epoch: 73, iters: 4048, time: 0.397, data: 0.018) G_GAN: 5.287 G_L1: 12.322 D_real: 0.001 D_fake: 0.337 +(epoch: 73, iters: 4148, time: 0.300, data: 0.020) G_GAN: 3.793 G_L1: 6.228 D_real: 0.001 D_fake: 0.054 +(epoch: 73, iters: 4248, time: 0.296, data: 0.018) G_GAN: 5.998 G_L1: 8.174 D_real: 0.004 D_fake: 0.026 +(epoch: 73, iters: 4348, time: 0.290, data: 0.018) G_GAN: 5.694 G_L1: 4.578 D_real: 0.000 D_fake: 0.033 +(epoch: 73, iters: 4448, time: 0.396, data: 0.016) G_GAN: 4.838 G_L1: 3.810 D_real: 0.000 D_fake: 0.265 +(epoch: 73, iters: 4548, time: 0.295, data: 0.018) G_GAN: 2.662 G_L1: 4.290 D_real: 0.000 D_fake: 0.102 +(epoch: 73, iters: 4648, time: 0.293, data: 0.016) G_GAN: 3.196 G_L1: 4.373 D_real: 0.000 D_fake: 0.086 +(epoch: 73, iters: 4748, time: 0.299, data: 0.017) G_GAN: 2.644 G_L1: 4.781 D_real: 0.000 D_fake: 0.060 +(epoch: 73, iters: 4848, time: 0.622, data: 0.019) G_GAN: 5.525 G_L1: 6.996 D_real: 0.004 D_fake: 0.017 +(epoch: 73, iters: 4948, time: 0.294, data: 0.018) G_GAN: 5.776 G_L1: 4.302 D_real: 0.000 D_fake: 0.025 +(epoch: 73, iters: 5048, time: 0.303, data: 0.020) G_GAN: 3.242 G_L1: 5.458 D_real: 0.000 D_fake: 0.168 +(epoch: 73, iters: 5148, time: 0.295, data: 0.019) G_GAN: 4.794 G_L1: 5.253 D_real: 0.000 D_fake: 0.052 +(epoch: 73, iters: 5248, time: 0.422, data: 0.019) G_GAN: 2.645 G_L1: 4.354 D_real: 0.000 D_fake: 0.142 +(epoch: 73, iters: 5348, time: 0.290, data: 0.018) G_GAN: 2.651 G_L1: 5.197 D_real: 0.000 D_fake: 0.235 +(epoch: 73, iters: 5448, time: 0.292, data: 0.021) G_GAN: 3.659 G_L1: 8.638 D_real: 0.000 D_fake: 0.125 +(epoch: 73, iters: 5548, time: 0.282, data: 0.019) G_GAN: 2.710 G_L1: 5.746 D_real: 0.001 D_fake: 0.469 +(epoch: 73, iters: 5648, time: 0.416, data: 0.017) G_GAN: 3.667 G_L1: 5.113 D_real: 0.000 D_fake: 0.190 +(epoch: 73, iters: 5748, time: 0.301, data: 0.017) G_GAN: 2.943 G_L1: 4.291 D_real: 0.000 D_fake: 0.567 +(epoch: 73, iters: 5848, time: 0.297, data: 0.018) G_GAN: 4.434 G_L1: 3.987 D_real: 0.000 D_fake: 0.079 +(epoch: 73, iters: 5948, time: 0.292, data: 0.019) G_GAN: 2.879 G_L1: 4.298 D_real: 0.000 D_fake: 0.355 +(epoch: 73, iters: 6048, time: 0.391, data: 0.022) G_GAN: 3.138 G_L1: 4.362 D_real: 0.001 D_fake: 0.289 +(epoch: 73, iters: 6148, time: 0.295, data: 0.017) G_GAN: 3.810 G_L1: 6.124 D_real: 0.002 D_fake: 0.045 +(epoch: 73, iters: 6248, time: 0.296, data: 0.018) G_GAN: 2.836 G_L1: 3.746 D_real: 0.000 D_fake: 0.249 +(epoch: 73, iters: 6348, time: 0.299, data: 0.017) G_GAN: 1.975 G_L1: 3.958 D_real: 0.000 D_fake: 0.240 +(epoch: 73, iters: 6448, time: 0.427, data: 0.020) G_GAN: 3.103 G_L1: 4.712 D_real: 0.000 D_fake: 0.296 +(epoch: 73, iters: 6548, time: 0.304, data: 0.017) G_GAN: 3.254 G_L1: 4.068 D_real: 0.000 D_fake: 0.231 +(epoch: 73, iters: 6648, time: 0.296, data: 0.019) G_GAN: 3.257 G_L1: 3.990 D_real: 0.001 D_fake: 0.069 +(epoch: 73, iters: 6748, time: 0.283, data: 0.018) G_GAN: 3.105 G_L1: 4.878 D_real: 0.000 D_fake: 0.053 +(epoch: 73, iters: 6848, time: 0.635, data: 0.017) G_GAN: 3.906 G_L1: 5.858 D_real: 0.000 D_fake: 0.278 +(epoch: 73, iters: 6948, time: 0.271, data: 0.015) G_GAN: 3.882 G_L1: 5.839 D_real: 0.000 D_fake: 0.162 +(epoch: 73, iters: 7048, time: 0.301, data: 0.015) G_GAN: 2.595 G_L1: 4.235 D_real: 0.000 D_fake: 0.204 +(epoch: 73, iters: 7148, time: 0.305, data: 0.018) G_GAN: 4.969 G_L1: 4.187 D_real: 0.000 D_fake: 0.029 +(epoch: 73, iters: 7248, time: 0.421, data: 0.019) G_GAN: 3.460 G_L1: 9.880 D_real: 0.000 D_fake: 0.359 +(epoch: 73, iters: 7348, time: 0.302, data: 0.020) G_GAN: 2.577 G_L1: 4.343 D_real: 0.000 D_fake: 0.460 +(epoch: 73, iters: 7448, time: 0.302, data: 0.018) G_GAN: 2.785 G_L1: 4.180 D_real: 0.004 D_fake: 0.311 +(epoch: 73, iters: 7548, time: 0.298, data: 0.017) G_GAN: 2.258 G_L1: 5.510 D_real: 0.000 D_fake: 0.336 +(epoch: 73, iters: 7648, time: 0.388, data: 0.017) G_GAN: 2.378 G_L1: 3.931 D_real: 0.001 D_fake: 0.260 +(epoch: 73, iters: 7748, time: 0.268, data: 0.019) G_GAN: 2.304 G_L1: 5.581 D_real: 0.003 D_fake: 0.853 +(epoch: 73, iters: 7848, time: 0.300, data: 0.023) G_GAN: 4.339 G_L1: 6.644 D_real: 0.000 D_fake: 0.156 +(epoch: 73, iters: 7948, time: 0.305, data: 0.019) G_GAN: 2.093 G_L1: 5.271 D_real: 0.000 D_fake: 0.571 +(epoch: 73, iters: 8048, time: 0.415, data: 0.019) G_GAN: 3.068 G_L1: 4.287 D_real: 0.000 D_fake: 0.198 +(epoch: 73, iters: 8148, time: 0.301, data: 0.018) G_GAN: 4.303 G_L1: 5.888 D_real: 0.000 D_fake: 0.139 +(epoch: 73, iters: 8248, time: 0.293, data: 0.018) G_GAN: 4.634 G_L1: 4.753 D_real: 0.000 D_fake: 0.018 +(epoch: 73, iters: 8348, time: 0.303, data: 0.017) G_GAN: 3.636 G_L1: 6.105 D_real: 0.015 D_fake: 0.032 +(epoch: 73, iters: 8448, time: 0.392, data: 0.020) G_GAN: 4.341 G_L1: 10.953 D_real: 0.002 D_fake: 0.138 +(epoch: 73, iters: 8548, time: 0.304, data: 0.018) G_GAN: 2.567 G_L1: 6.521 D_real: 0.000 D_fake: 1.167 +(epoch: 73, iters: 8648, time: 0.301, data: 0.022) G_GAN: 3.182 G_L1: 10.001 D_real: 0.001 D_fake: 0.133 +(epoch: 73, iters: 8748, time: 0.289, data: 0.024) G_GAN: 2.736 G_L1: 3.910 D_real: 0.000 D_fake: 0.467 +(epoch: 73, iters: 8848, time: 0.612, data: 0.016) G_GAN: 2.426 G_L1: 6.282 D_real: 0.009 D_fake: 0.161 +(epoch: 73, iters: 8948, time: 0.290, data: 0.020) G_GAN: 2.500 G_L1: 4.301 D_real: 0.000 D_fake: 0.250 +(epoch: 73, iters: 9048, time: 0.298, data: 0.018) G_GAN: 4.780 G_L1: 4.486 D_real: 0.001 D_fake: 0.167 +(epoch: 73, iters: 9148, time: 0.299, data: 0.019) G_GAN: 3.422 G_L1: 4.782 D_real: 0.000 D_fake: 0.088 +(epoch: 73, iters: 9248, time: 0.408, data: 0.019) G_GAN: 2.254 G_L1: 3.753 D_real: 0.006 D_fake: 0.418 +(epoch: 73, iters: 9348, time: 0.302, data: 0.018) G_GAN: 2.067 G_L1: 6.707 D_real: 0.000 D_fake: 0.479 +(epoch: 73, iters: 9448, time: 0.289, data: 0.019) G_GAN: 2.473 G_L1: 4.032 D_real: 0.000 D_fake: 0.477 +(epoch: 73, iters: 9548, time: 0.302, data: 0.018) G_GAN: 1.778 G_L1: 4.482 D_real: 0.001 D_fake: 0.655 +(epoch: 73, iters: 9648, time: 0.403, data: 0.018) G_GAN: 3.637 G_L1: 5.249 D_real: 0.000 D_fake: 0.517 +(epoch: 73, iters: 9748, time: 0.288, data: 0.017) G_GAN: 3.200 G_L1: 5.151 D_real: 0.000 D_fake: 0.181 +(epoch: 73, iters: 9848, time: 0.288, data: 0.016) G_GAN: 3.455 G_L1: 6.538 D_real: 0.000 D_fake: 0.238 +(epoch: 73, iters: 9948, time: 0.297, data: 0.017) G_GAN: 3.466 G_L1: 5.892 D_real: 0.007 D_fake: 0.198 +(epoch: 73, iters: 10048, time: 0.415, data: 0.018) G_GAN: 3.066 G_L1: 5.277 D_real: 0.001 D_fake: 0.221 +(epoch: 73, iters: 10148, time: 0.299, data: 0.018) G_GAN: 2.923 G_L1: 5.180 D_real: 0.000 D_fake: 0.378 +(epoch: 73, iters: 10248, time: 0.295, data: 0.019) G_GAN: 2.562 G_L1: 4.914 D_real: 0.000 D_fake: 0.919 +(epoch: 73, iters: 10348, time: 0.303, data: 0.018) G_GAN: 2.511 G_L1: 4.442 D_real: 0.000 D_fake: 0.282 +(epoch: 73, iters: 10448, time: 0.396, data: 0.020) G_GAN: 2.022 G_L1: 4.093 D_real: 0.000 D_fake: 0.585 +(epoch: 73, iters: 10548, time: 0.295, data: 0.020) G_GAN: 3.585 G_L1: 6.019 D_real: 0.000 D_fake: 0.257 +(epoch: 73, iters: 10648, time: 0.287, data: 0.019) G_GAN: 3.254 G_L1: 11.542 D_real: 0.000 D_fake: 0.467 +(epoch: 73, iters: 10748, time: 0.299, data: 0.017) G_GAN: 2.849 G_L1: 5.880 D_real: 0.000 D_fake: 0.132 +(epoch: 73, iters: 10848, time: 0.591, data: 0.019) G_GAN: 2.468 G_L1: 4.659 D_real: 0.000 D_fake: 0.426 +(epoch: 73, iters: 10948, time: 0.290, data: 0.018) G_GAN: 1.707 G_L1: 4.520 D_real: 0.000 D_fake: 0.300 +(epoch: 73, iters: 11048, time: 0.299, data: 0.021) G_GAN: 2.423 G_L1: 4.645 D_real: 0.000 D_fake: 0.528 +(epoch: 73, iters: 11148, time: 0.286, data: 0.020) G_GAN: 2.507 G_L1: 3.854 D_real: 0.000 D_fake: 0.216 +(epoch: 73, iters: 11248, time: 0.418, data: 0.017) G_GAN: 1.840 G_L1: 5.810 D_real: 0.000 D_fake: 0.869 +(epoch: 73, iters: 11348, time: 0.304, data: 0.023) G_GAN: 2.234 G_L1: 5.663 D_real: 0.000 D_fake: 0.504 +(epoch: 73, iters: 11448, time: 0.304, data: 0.022) G_GAN: 2.969 G_L1: 5.363 D_real: 0.027 D_fake: 0.450 +(epoch: 73, iters: 11548, time: 0.288, data: 0.018) G_GAN: 3.317 G_L1: 5.372 D_real: 0.000 D_fake: 0.343 +(epoch: 73, iters: 11648, time: 0.394, data: 0.019) G_GAN: 0.929 G_L1: 4.019 D_real: 0.003 D_fake: 0.569 +(epoch: 73, iters: 11748, time: 0.293, data: 0.019) G_GAN: 1.293 G_L1: 3.766 D_real: 0.000 D_fake: 0.786 +(epoch: 73, iters: 11848, time: 0.299, data: 0.017) G_GAN: 1.981 G_L1: 3.808 D_real: 0.000 D_fake: 0.323 +(epoch: 73, iters: 11948, time: 0.306, data: 0.025) G_GAN: 2.436 G_L1: 5.508 D_real: 0.000 D_fake: 0.234 +(epoch: 73, iters: 12048, time: 0.411, data: 0.019) G_GAN: 2.639 G_L1: 3.660 D_real: 0.000 D_fake: 0.202 +(epoch: 73, iters: 12148, time: 0.300, data: 0.018) G_GAN: 3.921 G_L1: 3.341 D_real: 0.000 D_fake: 0.212 +(epoch: 73, iters: 12248, time: 0.297, data: 0.021) G_GAN: 2.128 G_L1: 5.500 D_real: 0.000 D_fake: 0.578 +(epoch: 73, iters: 12348, time: 0.295, data: 0.019) G_GAN: 2.617 G_L1: 4.781 D_real: 0.000 D_fake: 0.288 +(epoch: 73, iters: 12448, time: 0.427, data: 0.021) G_GAN: 1.539 G_L1: 3.421 D_real: 0.104 D_fake: 0.499 +(epoch: 73, iters: 12548, time: 0.293, data: 0.023) G_GAN: 1.510 G_L1: 5.342 D_real: 0.000 D_fake: 0.708 +(epoch: 73, iters: 12648, time: 0.295, data: 0.018) G_GAN: 2.062 G_L1: 3.523 D_real: 0.000 D_fake: 0.971 +(epoch: 73, iters: 12748, time: 0.284, data: 0.019) G_GAN: 2.439 G_L1: 6.575 D_real: 0.000 D_fake: 0.228 +(epoch: 73, iters: 12848, time: 0.601, data: 0.017) G_GAN: 3.104 G_L1: 4.207 D_real: 0.000 D_fake: 0.153 +(epoch: 73, iters: 12948, time: 0.297, data: 0.020) G_GAN: 1.362 G_L1: 4.887 D_real: 0.000 D_fake: 1.277 +(epoch: 73, iters: 13048, time: 0.302, data: 0.019) G_GAN: 1.889 G_L1: 4.611 D_real: 0.112 D_fake: 0.244 +(epoch: 73, iters: 13148, time: 0.298, data: 0.019) G_GAN: 1.683 G_L1: 4.675 D_real: 0.001 D_fake: 0.314 +(epoch: 73, iters: 13248, time: 0.417, data: 0.018) G_GAN: 2.615 G_L1: 5.247 D_real: 0.000 D_fake: 0.146 +(epoch: 73, iters: 13348, time: 0.284, data: 0.020) G_GAN: 2.229 G_L1: 4.772 D_real: 0.003 D_fake: 0.306 +(epoch: 73, iters: 13448, time: 0.296, data: 0.017) G_GAN: 2.143 G_L1: 6.105 D_real: 0.003 D_fake: 0.175 +(epoch: 73, iters: 13548, time: 0.288, data: 0.019) G_GAN: 2.074 G_L1: 6.245 D_real: 0.001 D_fake: 0.419 +(epoch: 73, iters: 13648, time: 0.410, data: 0.019) G_GAN: 1.982 G_L1: 5.062 D_real: 0.001 D_fake: 0.692 +(epoch: 73, iters: 13748, time: 0.291, data: 0.018) G_GAN: 2.350 G_L1: 5.172 D_real: 0.001 D_fake: 0.187 +(epoch: 73, iters: 13848, time: 0.294, data: 0.020) G_GAN: 1.006 G_L1: 5.320 D_real: 0.000 D_fake: 0.702 +(epoch: 73, iters: 13948, time: 0.295, data: 0.018) G_GAN: 1.889 G_L1: 3.969 D_real: 0.000 D_fake: 0.239 +(epoch: 73, iters: 14048, time: 0.422, data: 0.019) G_GAN: 2.182 G_L1: 5.814 D_real: 0.000 D_fake: 0.280 +(epoch: 73, iters: 14148, time: 0.297, data: 0.022) G_GAN: 1.654 G_L1: 7.877 D_real: 0.060 D_fake: 0.287 +(epoch: 73, iters: 14248, time: 0.299, data: 0.019) G_GAN: 2.440 G_L1: 12.485 D_real: 0.000 D_fake: 0.510 +(epoch: 73, iters: 14348, time: 0.293, data: 0.020) G_GAN: 1.471 G_L1: 5.974 D_real: 0.000 D_fake: 0.647 +(epoch: 73, iters: 14448, time: 0.401, data: 0.025) G_GAN: 1.372 G_L1: 4.026 D_real: 0.008 D_fake: 0.418 +(epoch: 73, iters: 14548, time: 0.297, data: 0.018) G_GAN: 1.511 G_L1: 3.792 D_real: 0.000 D_fake: 0.691 +(epoch: 73, iters: 14648, time: 0.304, data: 0.020) G_GAN: 2.492 G_L1: 6.412 D_real: 0.000 D_fake: 0.429 +(epoch: 73, iters: 14748, time: 0.300, data: 0.019) G_GAN: 2.013 G_L1: 5.238 D_real: 0.000 D_fake: 0.678 +(epoch: 73, iters: 14848, time: 0.554, data: 0.018) G_GAN: 1.759 G_L1: 4.148 D_real: 0.000 D_fake: 0.506 +(epoch: 73, iters: 14948, time: 0.297, data: 0.018) G_GAN: 1.755 G_L1: 6.467 D_real: 0.000 D_fake: 1.124 +(epoch: 73, iters: 15048, time: 0.298, data: 0.018) G_GAN: 2.391 G_L1: 5.349 D_real: 0.005 D_fake: 0.653 +(epoch: 73, iters: 15148, time: 0.297, data: 0.019) G_GAN: 2.108 G_L1: 6.047 D_real: 0.002 D_fake: 0.677 +(epoch: 73, iters: 15248, time: 0.416, data: 0.018) G_GAN: 1.961 G_L1: 6.009 D_real: 0.000 D_fake: 1.006 +(epoch: 73, iters: 15348, time: 0.296, data: 0.018) G_GAN: 2.421 G_L1: 5.940 D_real: 0.014 D_fake: 0.608 +(epoch: 73, iters: 15448, time: 0.290, data: 0.018) G_GAN: 2.644 G_L1: 4.727 D_real: 0.000 D_fake: 0.206 +(epoch: 73, iters: 15548, time: 0.296, data: 0.018) G_GAN: 1.879 G_L1: 3.776 D_real: 0.001 D_fake: 0.236 +(epoch: 73, iters: 15648, time: 0.401, data: 0.018) G_GAN: 1.363 G_L1: 3.606 D_real: 0.002 D_fake: 0.357 +(epoch: 73, iters: 15748, time: 0.297, data: 0.024) G_GAN: 2.080 G_L1: 7.913 D_real: 0.001 D_fake: 0.255 +(epoch: 73, iters: 15848, time: 0.286, data: 0.018) G_GAN: 1.472 G_L1: 3.383 D_real: 0.001 D_fake: 0.686 +(epoch: 73, iters: 15948, time: 0.302, data: 0.017) G_GAN: 1.894 G_L1: 6.460 D_real: 0.001 D_fake: 0.647 +(epoch: 73, iters: 16048, time: 0.384, data: 0.024) G_GAN: 1.713 G_L1: 3.958 D_real: 0.000 D_fake: 0.867 +(epoch: 73, iters: 16148, time: 0.300, data: 0.017) G_GAN: 4.103 G_L1: 6.625 D_real: 0.006 D_fake: 0.113 +(epoch: 73, iters: 16248, time: 0.301, data: 0.019) G_GAN: 1.590 G_L1: 4.550 D_real: 0.002 D_fake: 0.566 +(epoch: 73, iters: 16348, time: 0.297, data: 0.021) G_GAN: 1.638 G_L1: 4.546 D_real: 0.000 D_fake: 0.398 +(epoch: 73, iters: 16448, time: 0.406, data: 0.017) G_GAN: 2.652 G_L1: 7.176 D_real: 0.001 D_fake: 0.412 +(epoch: 73, iters: 16548, time: 0.293, data: 0.019) G_GAN: 2.211 G_L1: 4.188 D_real: 0.000 D_fake: 0.210 +(epoch: 73, iters: 16648, time: 0.298, data: 0.018) G_GAN: 2.076 G_L1: 5.938 D_real: 0.000 D_fake: 0.360 +(epoch: 73, iters: 16748, time: 0.298, data: 0.020) G_GAN: 1.835 G_L1: 3.301 D_real: 0.002 D_fake: 0.742 +(epoch: 73, iters: 16848, time: 0.607, data: 0.019) G_GAN: 1.300 G_L1: 5.257 D_real: 0.000 D_fake: 1.097 +(epoch: 73, iters: 16948, time: 0.283, data: 0.019) G_GAN: 1.820 G_L1: 4.607 D_real: 0.001 D_fake: 0.434 +(epoch: 73, iters: 17048, time: 0.289, data: 0.017) G_GAN: 1.370 G_L1: 5.666 D_real: 0.000 D_fake: 0.604 +(epoch: 73, iters: 17148, time: 0.296, data: 0.018) G_GAN: 1.421 G_L1: 3.179 D_real: 0.002 D_fake: 0.612 +(epoch: 73, iters: 17248, time: 0.402, data: 0.018) G_GAN: 2.517 G_L1: 7.409 D_real: 0.000 D_fake: 0.287 +(epoch: 73, iters: 17348, time: 0.302, data: 0.018) G_GAN: 1.153 G_L1: 3.877 D_real: 0.002 D_fake: 0.615 +(epoch: 73, iters: 17448, time: 0.295, data: 0.018) G_GAN: 1.423 G_L1: 4.799 D_real: 0.007 D_fake: 0.673 +(epoch: 73, iters: 17548, time: 0.272, data: 0.019) G_GAN: 2.794 G_L1: 7.254 D_real: 0.000 D_fake: 0.857 +(epoch: 73, iters: 17648, time: 0.404, data: 0.015) G_GAN: 1.416 G_L1: 3.120 D_real: 0.000 D_fake: 0.535 +(epoch: 73, iters: 17748, time: 0.282, data: 0.016) G_GAN: 1.823 G_L1: 4.902 D_real: 0.000 D_fake: 0.283 +(epoch: 73, iters: 17848, time: 0.296, data: 0.019) G_GAN: 1.179 G_L1: 6.668 D_real: 0.000 D_fake: 0.713 +(epoch: 73, iters: 17948, time: 0.278, data: 0.017) G_GAN: 1.674 G_L1: 4.726 D_real: 0.000 D_fake: 0.773 +(epoch: 73, iters: 18048, time: 0.426, data: 0.017) G_GAN: 1.976 G_L1: 6.684 D_real: 0.014 D_fake: 0.533 +(epoch: 73, iters: 18148, time: 0.285, data: 0.018) G_GAN: 1.217 G_L1: 4.571 D_real: 0.000 D_fake: 0.711 +(epoch: 73, iters: 18248, time: 0.305, data: 0.017) G_GAN: 2.744 G_L1: 5.763 D_real: 0.000 D_fake: 0.379 +(epoch: 73, iters: 18348, time: 0.297, data: 0.018) G_GAN: 1.206 G_L1: 3.491 D_real: 0.000 D_fake: 0.795 +(epoch: 73, iters: 18448, time: 0.377, data: 0.018) G_GAN: 1.779 G_L1: 3.340 D_real: 0.000 D_fake: 0.608 +(epoch: 73, iters: 18548, time: 0.298, data: 0.022) G_GAN: 1.833 G_L1: 4.229 D_real: 0.000 D_fake: 0.593 +(epoch: 73, iters: 18648, time: 0.285, data: 0.020) G_GAN: 2.409 G_L1: 6.890 D_real: 0.000 D_fake: 0.366 +(epoch: 73, iters: 18748, time: 0.300, data: 0.017) G_GAN: 1.742 G_L1: 5.629 D_real: 0.001 D_fake: 0.418 +(epoch: 73, iters: 18848, time: 0.555, data: 0.018) G_GAN: 2.328 G_L1: 4.234 D_real: 0.001 D_fake: 0.639 +(epoch: 73, iters: 18948, time: 0.280, data: 0.020) G_GAN: 1.715 G_L1: 4.258 D_real: 0.002 D_fake: 0.358 +(epoch: 73, iters: 19048, time: 0.291, data: 0.017) G_GAN: 1.365 G_L1: 3.933 D_real: 0.000 D_fake: 0.600 +(epoch: 73, iters: 19148, time: 0.290, data: 0.017) G_GAN: 2.758 G_L1: 8.417 D_real: 0.002 D_fake: 0.432 +(epoch: 73, iters: 19248, time: 0.397, data: 0.018) G_GAN: 2.196 G_L1: 6.033 D_real: 0.001 D_fake: 0.498 +(epoch: 73, iters: 19348, time: 0.278, data: 0.017) G_GAN: 1.551 G_L1: 5.646 D_real: 0.000 D_fake: 0.692 +(epoch: 73, iters: 19448, time: 0.276, data: 0.017) G_GAN: 1.723 G_L1: 4.121 D_real: 0.000 D_fake: 0.262 +(epoch: 73, iters: 19548, time: 0.288, data: 0.019) G_GAN: 2.685 G_L1: 7.226 D_real: 0.000 D_fake: 0.676 +(epoch: 73, iters: 19648, time: 0.418, data: 0.018) G_GAN: 1.909 G_L1: 4.992 D_real: 0.005 D_fake: 0.286 +(epoch: 73, iters: 19748, time: 0.284, data: 0.016) G_GAN: 1.264 G_L1: 4.140 D_real: 0.000 D_fake: 1.021 +(epoch: 73, iters: 19848, time: 0.288, data: 0.017) G_GAN: 2.908 G_L1: 8.952 D_real: 0.016 D_fake: 0.118 +(epoch: 73, iters: 19948, time: 0.278, data: 0.016) G_GAN: 1.623 G_L1: 6.831 D_real: 0.001 D_fake: 0.620 +(epoch: 73, iters: 20048, time: 0.404, data: 0.016) G_GAN: 1.859 G_L1: 4.814 D_real: 0.093 D_fake: 0.281 +(epoch: 73, iters: 20148, time: 0.278, data: 0.018) G_GAN: 1.677 G_L1: 4.597 D_real: 0.000 D_fake: 0.339 +(epoch: 73, iters: 20248, time: 0.288, data: 0.015) G_GAN: 1.434 G_L1: 3.750 D_real: 0.001 D_fake: 0.345 +(epoch: 73, iters: 20348, time: 0.290, data: 0.017) G_GAN: 2.245 G_L1: 5.257 D_real: 0.000 D_fake: 0.244 +(epoch: 73, iters: 20448, time: 0.384, data: 0.016) G_GAN: 1.674 G_L1: 4.873 D_real: 0.000 D_fake: 0.566 +(epoch: 73, iters: 20548, time: 0.283, data: 0.020) G_GAN: 1.807 G_L1: 6.662 D_real: 0.003 D_fake: 1.108 +(epoch: 73, iters: 20648, time: 0.288, data: 0.016) G_GAN: 1.176 G_L1: 3.904 D_real: 0.001 D_fake: 0.833 +(epoch: 73, iters: 20748, time: 0.288, data: 0.016) G_GAN: 1.928 G_L1: 4.361 D_real: 0.002 D_fake: 0.339 +(epoch: 73, iters: 20848, time: 0.542, data: 0.018) G_GAN: 0.978 G_L1: 4.859 D_real: 0.000 D_fake: 0.642 +(epoch: 73, iters: 20948, time: 0.275, data: 0.014) G_GAN: 1.878 G_L1: 4.213 D_real: 0.000 D_fake: 0.275 +(epoch: 73, iters: 21048, time: 0.289, data: 0.015) G_GAN: 2.118 G_L1: 5.215 D_real: 0.000 D_fake: 0.277 +(epoch: 73, iters: 21148, time: 0.287, data: 0.017) G_GAN: 1.305 G_L1: 4.450 D_real: 0.000 D_fake: 0.909 +(epoch: 73, iters: 21248, time: 0.396, data: 0.017) G_GAN: 2.946 G_L1: 8.462 D_real: 0.060 D_fake: 0.367 +(epoch: 73, iters: 21348, time: 0.282, data: 0.015) G_GAN: 1.433 G_L1: 3.773 D_real: 0.001 D_fake: 0.982 +(epoch: 73, iters: 21448, time: 0.283, data: 0.016) G_GAN: 1.037 G_L1: 4.227 D_real: 0.000 D_fake: 1.062 +(epoch: 73, iters: 21548, time: 0.283, data: 0.020) G_GAN: 1.901 G_L1: 8.381 D_real: 0.002 D_fake: 0.964 +(epoch: 73, iters: 21648, time: 0.426, data: 0.015) G_GAN: 2.398 G_L1: 4.884 D_real: 0.000 D_fake: 0.278 +(epoch: 73, iters: 21748, time: 0.271, data: 0.018) G_GAN: 1.899 G_L1: 6.498 D_real: 0.000 D_fake: 0.820 +(epoch: 73, iters: 21848, time: 0.277, data: 0.015) G_GAN: 1.002 G_L1: 2.940 D_real: 0.049 D_fake: 0.669 +(epoch: 73, iters: 21948, time: 0.280, data: 0.015) G_GAN: 1.596 G_L1: 7.286 D_real: 0.000 D_fake: 0.523 +(epoch: 73, iters: 22048, time: 0.397, data: 0.017) G_GAN: 1.691 G_L1: 4.908 D_real: 0.002 D_fake: 0.695 +(epoch: 73, iters: 22148, time: 0.295, data: 0.016) G_GAN: 1.541 G_L1: 4.958 D_real: 0.001 D_fake: 0.354 +(epoch: 73, iters: 22248, time: 0.296, data: 0.018) G_GAN: 1.328 G_L1: 4.651 D_real: 0.000 D_fake: 0.433 +(epoch: 73, iters: 22348, time: 0.277, data: 0.018) G_GAN: 1.767 G_L1: 4.575 D_real: 0.001 D_fake: 0.221 +(epoch: 73, iters: 22448, time: 0.403, data: 0.017) G_GAN: 1.739 G_L1: 3.822 D_real: 0.001 D_fake: 0.455 +(epoch: 73, iters: 22548, time: 0.282, data: 0.017) G_GAN: 1.293 G_L1: 3.933 D_real: 0.006 D_fake: 0.565 +(epoch: 73, iters: 22648, time: 0.265, data: 0.017) G_GAN: 1.805 G_L1: 6.364 D_real: 0.000 D_fake: 0.343 +(epoch: 73, iters: 22748, time: 0.291, data: 0.014) G_GAN: 1.480 G_L1: 4.180 D_real: 0.001 D_fake: 0.510 +(epoch: 73, iters: 22848, time: 0.617, data: 0.017) G_GAN: 2.105 G_L1: 8.020 D_real: 0.000 D_fake: 0.403 +(epoch: 73, iters: 22948, time: 0.293, data: 0.016) G_GAN: 2.068 G_L1: 4.598 D_real: 0.000 D_fake: 0.240 +(epoch: 73, iters: 23048, time: 0.293, data: 0.018) G_GAN: 1.702 G_L1: 5.788 D_real: 0.000 D_fake: 0.772 +(epoch: 73, iters: 23148, time: 0.288, data: 0.017) G_GAN: 1.933 G_L1: 4.412 D_real: 0.068 D_fake: 0.432 +(epoch: 73, iters: 23248, time: 0.388, data: 0.017) G_GAN: 1.449 G_L1: 3.537 D_real: 0.001 D_fake: 0.598 +(epoch: 73, iters: 23348, time: 0.287, data: 0.016) G_GAN: 1.298 G_L1: 4.269 D_real: 0.009 D_fake: 0.606 +(epoch: 73, iters: 23448, time: 0.274, data: 0.016) G_GAN: 0.989 G_L1: 4.190 D_real: 0.001 D_fake: 0.988 +(epoch: 73, iters: 23548, time: 0.298, data: 0.016) G_GAN: 1.726 G_L1: 4.483 D_real: 0.000 D_fake: 0.539 +(epoch: 73, iters: 23648, time: 0.366, data: 0.017) G_GAN: 1.107 G_L1: 3.650 D_real: 0.000 D_fake: 0.599 +(epoch: 73, iters: 23748, time: 0.281, data: 0.016) G_GAN: 1.267 G_L1: 3.690 D_real: 0.017 D_fake: 0.419 +(epoch: 73, iters: 23848, time: 0.287, data: 0.016) G_GAN: 1.725 G_L1: 4.036 D_real: 0.001 D_fake: 0.472 +(epoch: 73, iters: 23948, time: 0.304, data: 0.018) G_GAN: 1.923 G_L1: 6.077 D_real: 0.011 D_fake: 0.286 +(epoch: 73, iters: 24048, time: 0.394, data: 0.021) G_GAN: 1.101 G_L1: 3.423 D_real: 0.001 D_fake: 0.512 +(epoch: 73, iters: 24148, time: 0.300, data: 0.020) G_GAN: 1.179 G_L1: 3.952 D_real: 0.002 D_fake: 0.385 +(epoch: 73, iters: 24248, time: 0.296, data: 0.019) G_GAN: 1.139 G_L1: 3.200 D_real: 0.053 D_fake: 0.626 +(epoch: 73, iters: 24348, time: 0.280, data: 0.020) G_GAN: 2.117 G_L1: 4.645 D_real: 0.000 D_fake: 0.356 +(epoch: 73, iters: 24448, time: 0.391, data: 0.019) G_GAN: 1.302 G_L1: 4.558 D_real: 0.000 D_fake: 0.575 +(epoch: 73, iters: 24548, time: 0.288, data: 0.019) G_GAN: 1.498 G_L1: 4.780 D_real: 0.000 D_fake: 0.671 +(epoch: 73, iters: 24648, time: 0.299, data: 0.017) G_GAN: 1.752 G_L1: 4.912 D_real: 0.002 D_fake: 0.425 +(epoch: 73, iters: 24748, time: 0.308, data: 0.020) G_GAN: 1.840 G_L1: 6.335 D_real: 0.000 D_fake: 0.636 +(epoch: 73, iters: 24848, time: 0.575, data: 0.020) G_GAN: 2.187 G_L1: 4.870 D_real: 0.000 D_fake: 0.437 +(epoch: 73, iters: 24948, time: 0.299, data: 0.018) G_GAN: 1.166 G_L1: 4.281 D_real: 0.003 D_fake: 0.767 +(epoch: 73, iters: 25048, time: 0.303, data: 0.019) G_GAN: 1.025 G_L1: 5.765 D_real: 0.001 D_fake: 1.108 +(epoch: 73, iters: 25148, time: 0.293, data: 0.020) G_GAN: 1.950 G_L1: 4.359 D_real: 0.002 D_fake: 0.541 +(epoch: 73, iters: 25248, time: 0.426, data: 0.019) G_GAN: 1.276 G_L1: 6.020 D_real: 0.035 D_fake: 0.901 +(epoch: 73, iters: 25348, time: 0.295, data: 0.019) G_GAN: 2.261 G_L1: 5.953 D_real: 0.042 D_fake: 0.350 +(epoch: 73, iters: 25448, time: 0.297, data: 0.020) G_GAN: 1.889 G_L1: 4.076 D_real: 0.000 D_fake: 0.264 +(epoch: 73, iters: 25548, time: 0.301, data: 0.017) G_GAN: 1.159 G_L1: 3.656 D_real: 0.000 D_fake: 0.596 +(epoch: 73, iters: 25648, time: 0.416, data: 0.018) G_GAN: 2.632 G_L1: 5.751 D_real: 0.000 D_fake: 0.376 +(epoch: 73, iters: 25748, time: 0.299, data: 0.018) G_GAN: 1.452 G_L1: 4.906 D_real: 0.000 D_fake: 0.689 +(epoch: 73, iters: 25848, time: 0.307, data: 0.018) G_GAN: 1.616 G_L1: 4.310 D_real: 0.002 D_fake: 0.457 +(epoch: 73, iters: 25948, time: 0.301, data: 0.020) G_GAN: 1.419 G_L1: 3.909 D_real: 0.001 D_fake: 0.582 +(epoch: 73, iters: 26048, time: 0.418, data: 0.019) G_GAN: 1.772 G_L1: 5.815 D_real: 0.001 D_fake: 0.649 +(epoch: 73, iters: 26148, time: 0.291, data: 0.019) G_GAN: 1.196 G_L1: 3.798 D_real: 0.000 D_fake: 0.614 +(epoch: 73, iters: 26248, time: 0.305, data: 0.021) G_GAN: 1.308 G_L1: 4.054 D_real: 0.002 D_fake: 0.356 +(epoch: 73, iters: 26348, time: 0.304, data: 0.018) G_GAN: 1.460 G_L1: 3.264 D_real: 0.007 D_fake: 0.238 +(epoch: 73, iters: 26448, time: 0.417, data: 0.019) G_GAN: 1.813 G_L1: 4.644 D_real: 0.001 D_fake: 0.626 +(epoch: 73, iters: 26548, time: 0.300, data: 0.017) G_GAN: 1.524 G_L1: 4.810 D_real: 0.001 D_fake: 0.667 +(epoch: 73, iters: 26648, time: 0.290, data: 0.018) G_GAN: 1.352 G_L1: 4.197 D_real: 0.001 D_fake: 0.407 +(epoch: 73, iters: 26748, time: 0.307, data: 0.019) G_GAN: 1.214 G_L1: 5.820 D_real: 0.000 D_fake: 0.817 +(epoch: 73, iters: 26848, time: 0.596, data: 0.018) G_GAN: 1.365 G_L1: 3.402 D_real: 0.006 D_fake: 0.518 +(epoch: 73, iters: 26948, time: 0.301, data: 0.018) G_GAN: 1.394 G_L1: 4.434 D_real: 0.000 D_fake: 0.667 +(epoch: 73, iters: 27048, time: 0.303, data: 0.018) G_GAN: 1.159 G_L1: 4.591 D_real: 0.002 D_fake: 0.810 +(epoch: 73, iters: 27148, time: 0.293, data: 0.019) G_GAN: 1.026 G_L1: 3.005 D_real: 0.008 D_fake: 0.870 +(epoch: 73, iters: 27248, time: 0.400, data: 0.018) G_GAN: 1.422 G_L1: 3.972 D_real: 0.001 D_fake: 0.398 +(epoch: 73, iters: 27348, time: 0.286, data: 0.019) G_GAN: 0.833 G_L1: 4.001 D_real: 0.000 D_fake: 0.828 +(epoch: 73, iters: 27448, time: 0.298, data: 0.020) G_GAN: 2.403 G_L1: 7.309 D_real: 0.009 D_fake: 0.207 +(epoch: 73, iters: 27548, time: 0.302, data: 0.017) G_GAN: 1.379 G_L1: 5.413 D_real: 0.000 D_fake: 0.691 +(epoch: 73, iters: 27648, time: 0.400, data: 0.020) G_GAN: 1.283 G_L1: 4.491 D_real: 0.000 D_fake: 0.719 +(epoch: 73, iters: 27748, time: 0.293, data: 0.017) G_GAN: 2.153 G_L1: 5.864 D_real: 0.000 D_fake: 0.324 +(epoch: 73, iters: 27848, time: 0.297, data: 0.019) G_GAN: 1.483 G_L1: 4.510 D_real: 0.002 D_fake: 0.429 +(epoch: 73, iters: 27948, time: 0.293, data: 0.020) G_GAN: 1.690 G_L1: 5.974 D_real: 0.001 D_fake: 0.458 +(epoch: 73, iters: 28048, time: 0.433, data: 0.018) G_GAN: 1.958 G_L1: 7.006 D_real: 0.000 D_fake: 0.413 +(epoch: 73, iters: 28148, time: 0.301, data: 0.020) G_GAN: 1.401 G_L1: 4.054 D_real: 0.000 D_fake: 0.725 +(epoch: 73, iters: 28248, time: 0.309, data: 0.018) G_GAN: 1.807 G_L1: 5.290 D_real: 0.000 D_fake: 0.277 +(epoch: 73, iters: 28348, time: 0.293, data: 0.020) G_GAN: 1.236 G_L1: 4.094 D_real: 0.001 D_fake: 0.796 +(epoch: 73, iters: 28448, time: 0.426, data: 0.017) G_GAN: 1.946 G_L1: 6.427 D_real: 0.001 D_fake: 0.489 +(epoch: 73, iters: 28548, time: 0.297, data: 0.019) G_GAN: 1.516 G_L1: 4.937 D_real: 0.004 D_fake: 0.601 +(epoch: 73, iters: 28648, time: 0.289, data: 0.018) G_GAN: 2.432 G_L1: 5.447 D_real: 0.000 D_fake: 0.444 +(epoch: 73, iters: 28748, time: 0.285, data: 0.018) G_GAN: 1.826 G_L1: 4.115 D_real: 0.000 D_fake: 0.291 +(epoch: 73, iters: 28848, time: 0.599, data: 0.017) G_GAN: 1.435 G_L1: 4.891 D_real: 0.000 D_fake: 0.617 +(epoch: 73, iters: 28948, time: 0.300, data: 0.019) G_GAN: 1.021 G_L1: 4.125 D_real: 0.000 D_fake: 0.794 +(epoch: 73, iters: 29048, time: 0.303, data: 0.019) G_GAN: 1.627 G_L1: 5.278 D_real: 0.003 D_fake: 0.236 +(epoch: 73, iters: 29148, time: 0.302, data: 0.020) G_GAN: 1.138 G_L1: 4.411 D_real: 0.000 D_fake: 0.763 +(epoch: 73, iters: 29248, time: 0.424, data: 0.018) G_GAN: 1.209 G_L1: 4.553 D_real: 0.000 D_fake: 0.616 +(epoch: 73, iters: 29348, time: 0.304, data: 0.019) G_GAN: 1.336 G_L1: 5.506 D_real: 0.002 D_fake: 0.753 +(epoch: 73, iters: 29448, time: 0.297, data: 0.020) G_GAN: 1.262 G_L1: 5.521 D_real: 0.000 D_fake: 0.990 +(epoch: 73, iters: 29548, time: 0.298, data: 0.021) G_GAN: 1.504 G_L1: 4.245 D_real: 0.000 D_fake: 0.582 +(epoch: 73, iters: 29648, time: 0.423, data: 0.018) G_GAN: 1.749 G_L1: 5.620 D_real: 0.002 D_fake: 0.350 +(epoch: 73, iters: 29748, time: 0.303, data: 0.019) G_GAN: 1.445 G_L1: 3.812 D_real: 0.000 D_fake: 0.497 +(epoch: 73, iters: 29848, time: 0.295, data: 0.020) G_GAN: 1.142 G_L1: 5.755 D_real: 0.000 D_fake: 0.908 +(epoch: 73, iters: 29948, time: 0.301, data: 0.019) G_GAN: 1.344 G_L1: 4.757 D_real: 0.000 D_fake: 0.678 +(epoch: 73, iters: 30048, time: 0.423, data: 0.021) G_GAN: 1.937 G_L1: 6.064 D_real: 0.000 D_fake: 0.435 +(epoch: 73, iters: 30148, time: 0.297, data: 0.018) G_GAN: 2.194 G_L1: 5.134 D_real: 0.000 D_fake: 0.471 +(epoch: 73, iters: 30248, time: 0.303, data: 0.018) G_GAN: 1.640 G_L1: 11.265 D_real: 0.000 D_fake: 0.918 +(epoch: 73, iters: 30348, time: 0.293, data: 0.018) G_GAN: 1.808 G_L1: 4.733 D_real: 0.002 D_fake: 0.246 +(epoch: 73, iters: 30448, time: 0.414, data: 0.018) G_GAN: 1.341 G_L1: 4.537 D_real: 0.001 D_fake: 0.622 +(epoch: 73, iters: 30548, time: 0.298, data: 0.021) G_GAN: 1.190 G_L1: 4.601 D_real: 0.001 D_fake: 0.548 +(epoch: 73, iters: 30648, time: 0.288, data: 0.018) G_GAN: 1.519 G_L1: 3.848 D_real: 0.000 D_fake: 0.673 +(epoch: 73, iters: 30748, time: 0.303, data: 0.018) G_GAN: 1.274 G_L1: 6.697 D_real: 0.000 D_fake: 0.908 +(epoch: 73, iters: 30848, time: 0.631, data: 0.018) G_GAN: 0.845 G_L1: 4.537 D_real: 0.000 D_fake: 1.069 +(epoch: 73, iters: 30948, time: 0.303, data: 0.020) G_GAN: 1.307 G_L1: 5.051 D_real: 0.000 D_fake: 0.577 +(epoch: 73, iters: 31048, time: 0.285, data: 0.020) G_GAN: 1.136 G_L1: 4.793 D_real: 0.000 D_fake: 0.975 +(epoch: 73, iters: 31148, time: 0.285, data: 0.018) G_GAN: 1.567 G_L1: 4.757 D_real: 0.000 D_fake: 0.877 +(epoch: 73, iters: 31248, time: 0.408, data: 0.018) G_GAN: 1.035 G_L1: 3.826 D_real: 0.001 D_fake: 0.645 +(epoch: 73, iters: 31348, time: 0.305, data: 0.023) G_GAN: 1.658 G_L1: 6.077 D_real: 0.002 D_fake: 0.354 +(epoch: 73, iters: 31448, time: 0.306, data: 0.018) G_GAN: 1.011 G_L1: 3.651 D_real: 0.003 D_fake: 0.622 +(epoch: 73, iters: 31548, time: 0.299, data: 0.019) G_GAN: 1.336 G_L1: 4.003 D_real: 0.017 D_fake: 0.421 +(epoch: 73, iters: 31648, time: 0.397, data: 0.021) G_GAN: 2.393 G_L1: 6.975 D_real: 0.000 D_fake: 0.203 +(epoch: 73, iters: 31748, time: 0.298, data: 0.016) G_GAN: 1.647 G_L1: 5.947 D_real: 0.003 D_fake: 0.429 +(epoch: 73, iters: 31848, time: 0.302, data: 0.020) G_GAN: 1.400 G_L1: 4.613 D_real: 0.000 D_fake: 0.423 +(epoch: 73, iters: 31948, time: 0.306, data: 0.018) G_GAN: 1.121 G_L1: 3.551 D_real: 0.002 D_fake: 0.567 +(epoch: 73, iters: 32048, time: 0.422, data: 0.019) G_GAN: 1.523 G_L1: 4.313 D_real: 0.000 D_fake: 0.504 +(epoch: 73, iters: 32148, time: 0.301, data: 0.021) G_GAN: 1.331 G_L1: 4.796 D_real: 0.000 D_fake: 0.814 +(epoch: 73, iters: 32248, time: 0.292, data: 0.019) G_GAN: 1.719 G_L1: 5.099 D_real: 0.000 D_fake: 0.373 +(epoch: 73, iters: 32348, time: 0.288, data: 0.019) G_GAN: 1.543 G_L1: 5.207 D_real: 0.000 D_fake: 0.369 +(epoch: 73, iters: 32448, time: 0.408, data: 0.021) G_GAN: 1.271 G_L1: 4.728 D_real: 0.015 D_fake: 0.595 +(epoch: 73, iters: 32548, time: 0.300, data: 0.019) G_GAN: 2.023 G_L1: 3.934 D_real: 0.000 D_fake: 0.279 +(epoch: 73, iters: 32648, time: 0.306, data: 0.018) G_GAN: 1.792 G_L1: 5.339 D_real: 0.000 D_fake: 0.281 +(epoch: 73, iters: 32748, time: 0.303, data: 0.019) G_GAN: 1.223 G_L1: 4.628 D_real: 0.003 D_fake: 0.584 +(epoch: 73, iters: 32848, time: 0.544, data: 0.020) G_GAN: 1.043 G_L1: 4.375 D_real: 0.003 D_fake: 0.742 +(epoch: 73, iters: 32948, time: 0.300, data: 0.018) G_GAN: 1.066 G_L1: 4.041 D_real: 0.000 D_fake: 0.618 +(epoch: 73, iters: 33048, time: 0.296, data: 0.018) G_GAN: 1.221 G_L1: 4.048 D_real: 0.001 D_fake: 0.595 +(epoch: 73, iters: 33148, time: 0.303, data: 0.019) G_GAN: 1.378 G_L1: 3.766 D_real: 0.000 D_fake: 0.386 +(epoch: 73, iters: 33248, time: 0.414, data: 0.020) G_GAN: 1.392 G_L1: 5.215 D_real: 0.000 D_fake: 0.673 +(epoch: 73, iters: 33348, time: 0.295, data: 0.018) G_GAN: 1.440 G_L1: 3.591 D_real: 0.000 D_fake: 0.626 +(epoch: 73, iters: 33448, time: 0.291, data: 0.017) G_GAN: 1.105 G_L1: 5.223 D_real: 0.001 D_fake: 0.695 +(epoch: 73, iters: 33548, time: 0.288, data: 0.020) G_GAN: 1.810 G_L1: 4.839 D_real: 0.004 D_fake: 0.600 +(epoch: 73, iters: 33648, time: 0.421, data: 0.018) G_GAN: 1.081 G_L1: 3.551 D_real: 0.000 D_fake: 0.752 +(epoch: 73, iters: 33748, time: 0.302, data: 0.019) G_GAN: 1.417 G_L1: 7.133 D_real: 0.001 D_fake: 1.352 +(epoch: 73, iters: 33848, time: 0.292, data: 0.020) G_GAN: 1.652 G_L1: 4.806 D_real: 0.001 D_fake: 0.789 +(epoch: 73, iters: 33948, time: 0.276, data: 0.018) G_GAN: 1.014 G_L1: 5.257 D_real: 0.003 D_fake: 0.828 +(epoch: 73, iters: 34048, time: 0.415, data: 0.017) G_GAN: 1.459 G_L1: 4.658 D_real: 0.000 D_fake: 0.396 +(epoch: 73, iters: 34148, time: 0.301, data: 0.018) G_GAN: 1.611 G_L1: 5.168 D_real: 0.000 D_fake: 0.419 +(epoch: 73, iters: 34248, time: 0.296, data: 0.019) G_GAN: 1.339 G_L1: 6.629 D_real: 0.001 D_fake: 1.258 +(epoch: 73, iters: 34348, time: 0.297, data: 0.019) G_GAN: 1.216 G_L1: 4.460 D_real: 0.001 D_fake: 0.557 +(epoch: 73, iters: 34448, time: 0.415, data: 0.021) G_GAN: 1.201 G_L1: 4.305 D_real: 0.000 D_fake: 0.752 +(epoch: 73, iters: 34548, time: 0.292, data: 0.021) G_GAN: 1.206 G_L1: 3.630 D_real: 0.015 D_fake: 0.591 +(epoch: 73, iters: 34648, time: 0.269, data: 0.020) G_GAN: 1.065 G_L1: 4.556 D_real: 0.003 D_fake: 0.650 +(epoch: 73, iters: 34748, time: 0.301, data: 0.017) G_GAN: 1.332 G_L1: 4.783 D_real: 0.000 D_fake: 0.602 +(epoch: 73, iters: 34848, time: 0.607, data: 0.019) G_GAN: 2.231 G_L1: 5.801 D_real: 0.002 D_fake: 0.330 +(epoch: 73, iters: 34948, time: 0.288, data: 0.020) G_GAN: 1.061 G_L1: 3.042 D_real: 0.003 D_fake: 0.544 +(epoch: 73, iters: 35048, time: 0.294, data: 0.017) G_GAN: 1.215 G_L1: 4.052 D_real: 0.000 D_fake: 0.620 +(epoch: 73, iters: 35148, time: 0.293, data: 0.017) G_GAN: 1.214 G_L1: 5.048 D_real: 0.002 D_fake: 0.704 +(epoch: 73, iters: 35248, time: 0.406, data: 0.018) G_GAN: 1.924 G_L1: 5.655 D_real: 0.007 D_fake: 0.313 +(epoch: 73, iters: 35348, time: 0.290, data: 0.017) G_GAN: 1.081 G_L1: 4.540 D_real: 0.000 D_fake: 0.978 +(epoch: 73, iters: 35448, time: 0.296, data: 0.020) G_GAN: 1.227 G_L1: 4.032 D_real: 0.000 D_fake: 0.528 +(epoch: 73, iters: 35548, time: 0.288, data: 0.018) G_GAN: 1.301 G_L1: 6.012 D_real: 0.000 D_fake: 0.706 +(epoch: 73, iters: 35648, time: 0.407, data: 0.020) G_GAN: 1.252 G_L1: 3.558 D_real: 0.000 D_fake: 0.598 +(epoch: 73, iters: 35748, time: 0.289, data: 0.017) G_GAN: 1.444 G_L1: 5.077 D_real: 0.023 D_fake: 0.543 +(epoch: 73, iters: 35848, time: 0.279, data: 0.020) G_GAN: 1.620 G_L1: 5.574 D_real: 0.002 D_fake: 0.448 +(epoch: 73, iters: 35948, time: 0.284, data: 0.017) G_GAN: 1.118 G_L1: 4.522 D_real: 0.000 D_fake: 0.541 +(epoch: 73, iters: 36048, time: 0.395, data: 0.017) G_GAN: 2.013 G_L1: 5.273 D_real: 0.000 D_fake: 0.315 +(epoch: 73, iters: 36148, time: 0.272, data: 0.019) G_GAN: 1.577 G_L1: 2.893 D_real: 0.002 D_fake: 0.422 +(epoch: 73, iters: 36248, time: 0.299, data: 0.015) G_GAN: 0.858 G_L1: 4.191 D_real: 0.000 D_fake: 0.927 +(epoch: 73, iters: 36348, time: 0.297, data: 0.019) G_GAN: 1.830 G_L1: 6.396 D_real: 0.026 D_fake: 0.304 +(epoch: 73, iters: 36448, time: 0.376, data: 0.017) G_GAN: 1.905 G_L1: 4.283 D_real: 0.000 D_fake: 0.452 +(epoch: 73, iters: 36548, time: 0.291, data: 0.021) G_GAN: 1.677 G_L1: 4.807 D_real: 0.001 D_fake: 0.388 +(epoch: 73, iters: 36648, time: 0.288, data: 0.018) G_GAN: 1.269 G_L1: 4.375 D_real: 0.000 D_fake: 0.615 +(epoch: 73, iters: 36748, time: 0.299, data: 0.018) G_GAN: 1.534 G_L1: 8.407 D_real: 0.008 D_fake: 0.461 +(epoch: 73, iters: 36848, time: 0.593, data: 0.019) G_GAN: 1.082 G_L1: 7.662 D_real: 0.003 D_fake: 0.993 +(epoch: 73, iters: 36948, time: 0.297, data: 0.015) G_GAN: 1.046 G_L1: 3.636 D_real: 0.003 D_fake: 0.627 +(epoch: 73, iters: 37048, time: 0.297, data: 0.023) G_GAN: 1.276 G_L1: 6.163 D_real: 0.003 D_fake: 0.819 +(epoch: 73, iters: 37148, time: 0.295, data: 0.017) G_GAN: 3.016 G_L1: 6.842 D_real: 0.000 D_fake: 0.663 +(epoch: 73, iters: 37248, time: 0.377, data: 0.020) G_GAN: 1.053 G_L1: 4.425 D_real: 0.008 D_fake: 0.465 +(epoch: 73, iters: 37348, time: 0.299, data: 0.020) G_GAN: 1.673 G_L1: 5.366 D_real: 0.005 D_fake: 0.365 +(epoch: 73, iters: 37448, time: 0.296, data: 0.018) G_GAN: 1.404 G_L1: 4.719 D_real: 0.004 D_fake: 0.465 +(epoch: 73, iters: 37548, time: 0.288, data: 0.019) G_GAN: 1.319 G_L1: 5.386 D_real: 0.000 D_fake: 0.369 +(epoch: 73, iters: 37648, time: 0.416, data: 0.020) G_GAN: 1.684 G_L1: 6.050 D_real: 0.018 D_fake: 0.457 +(epoch: 73, iters: 37748, time: 0.286, data: 0.018) G_GAN: 1.390 G_L1: 4.692 D_real: 0.000 D_fake: 0.585 +(epoch: 73, iters: 37848, time: 0.292, data: 0.019) G_GAN: 1.542 G_L1: 4.288 D_real: 0.001 D_fake: 0.297 +(epoch: 73, iters: 37948, time: 0.292, data: 0.019) G_GAN: 2.715 G_L1: 6.595 D_real: 0.163 D_fake: 0.865 +(epoch: 73, iters: 38048, time: 0.385, data: 0.020) G_GAN: 0.930 G_L1: 4.380 D_real: 0.001 D_fake: 0.720 +(epoch: 73, iters: 38148, time: 0.299, data: 0.019) G_GAN: 1.986 G_L1: 4.537 D_real: 0.022 D_fake: 0.312 +(epoch: 73, iters: 38248, time: 0.296, data: 0.018) G_GAN: 1.315 G_L1: 6.005 D_real: 0.009 D_fake: 0.465 +(epoch: 73, iters: 38348, time: 0.268, data: 0.018) G_GAN: 1.663 G_L1: 4.310 D_real: 0.000 D_fake: 0.410 +(epoch: 73, iters: 38448, time: 0.404, data: 0.017) G_GAN: 1.516 G_L1: 4.555 D_real: 0.011 D_fake: 0.490 +(epoch: 73, iters: 38548, time: 0.289, data: 0.018) G_GAN: 1.374 G_L1: 4.525 D_real: 0.001 D_fake: 0.467 +(epoch: 73, iters: 38648, time: 0.304, data: 0.020) G_GAN: 1.699 G_L1: 3.147 D_real: 0.000 D_fake: 0.338 +(epoch: 73, iters: 38748, time: 0.297, data: 0.019) G_GAN: 0.963 G_L1: 4.431 D_real: 0.002 D_fake: 0.781 +(epoch: 73, iters: 38848, time: 0.588, data: 0.021) G_GAN: 1.222 G_L1: 3.761 D_real: 0.002 D_fake: 0.626 +(epoch: 73, iters: 38948, time: 0.295, data: 0.020) G_GAN: 1.884 G_L1: 4.784 D_real: 0.057 D_fake: 0.450 +(epoch: 73, iters: 39048, time: 0.302, data: 0.020) G_GAN: 2.185 G_L1: 6.563 D_real: 0.054 D_fake: 0.266 +(epoch: 73, iters: 39148, time: 0.304, data: 0.021) G_GAN: 1.153 G_L1: 3.917 D_real: 0.000 D_fake: 0.905 +(epoch: 73, iters: 39248, time: 0.419, data: 0.020) G_GAN: 1.196 G_L1: 5.029 D_real: 0.001 D_fake: 1.015 +(epoch: 73, iters: 39348, time: 0.304, data: 0.018) G_GAN: 1.167 G_L1: 3.789 D_real: 0.007 D_fake: 0.516 +(epoch: 73, iters: 39448, time: 0.302, data: 0.019) G_GAN: 1.560 G_L1: 4.357 D_real: 0.001 D_fake: 0.283 +(epoch: 73, iters: 39548, time: 0.290, data: 0.020) G_GAN: 1.924 G_L1: 7.228 D_real: 0.011 D_fake: 0.456 +(epoch: 73, iters: 39648, time: 0.418, data: 0.017) G_GAN: 2.533 G_L1: 4.712 D_real: 0.202 D_fake: 0.542 +(epoch: 73, iters: 39748, time: 0.296, data: 0.021) G_GAN: 1.356 G_L1: 4.233 D_real: 0.000 D_fake: 0.538 +(epoch: 73, iters: 39848, time: 0.295, data: 0.018) G_GAN: 1.359 G_L1: 4.185 D_real: 0.003 D_fake: 0.388 +(epoch: 73, iters: 39948, time: 0.303, data: 0.019) G_GAN: 1.172 G_L1: 3.745 D_real: 0.001 D_fake: 0.437 +(epoch: 73, iters: 40048, time: 0.408, data: 0.020) G_GAN: 1.480 G_L1: 4.291 D_real: 0.000 D_fake: 0.523 +(epoch: 73, iters: 40148, time: 0.293, data: 0.018) G_GAN: 1.540 G_L1: 4.183 D_real: 0.002 D_fake: 0.757 +(epoch: 73, iters: 40248, time: 0.297, data: 0.018) G_GAN: 2.044 G_L1: 6.320 D_real: 0.178 D_fake: 0.409 +(epoch: 73, iters: 40348, time: 0.301, data: 0.018) G_GAN: 1.593 G_L1: 5.431 D_real: 0.046 D_fake: 0.361 +(epoch: 73, iters: 40448, time: 0.381, data: 0.019) G_GAN: 1.960 G_L1: 5.054 D_real: 0.000 D_fake: 0.305 +(epoch: 73, iters: 40548, time: 0.304, data: 0.018) G_GAN: 1.072 G_L1: 4.422 D_real: 0.000 D_fake: 0.650 +(epoch: 73, iters: 40648, time: 0.305, data: 0.022) G_GAN: 0.994 G_L1: 4.429 D_real: 0.002 D_fake: 0.908 +(epoch: 73, iters: 40748, time: 0.297, data: 0.020) G_GAN: 1.471 G_L1: 5.404 D_real: 0.024 D_fake: 0.453 +(epoch: 73, iters: 40848, time: 0.614, data: 0.018) G_GAN: 2.119 G_L1: 5.530 D_real: 0.000 D_fake: 0.332 +(epoch: 73, iters: 40948, time: 0.303, data: 0.020) G_GAN: 2.883 G_L1: 5.484 D_real: 0.010 D_fake: 0.406 +(epoch: 73, iters: 41048, time: 0.301, data: 0.020) G_GAN: 2.264 G_L1: 4.188 D_real: 0.349 D_fake: 0.221 +(epoch: 73, iters: 41148, time: 0.298, data: 0.019) G_GAN: 2.783 G_L1: 4.391 D_real: 0.001 D_fake: 0.294 +(epoch: 73, iters: 41248, time: 0.416, data: 0.018) G_GAN: 2.279 G_L1: 13.069 D_real: 0.033 D_fake: 0.307 +(epoch: 73, iters: 41348, time: 0.301, data: 0.017) G_GAN: 2.156 G_L1: 4.585 D_real: 0.000 D_fake: 0.361 +(epoch: 73, iters: 41448, time: 0.295, data: 0.017) G_GAN: 2.381 G_L1: 5.069 D_real: 0.000 D_fake: 0.174 +(epoch: 73, iters: 41548, time: 0.296, data: 0.018) G_GAN: 1.930 G_L1: 5.338 D_real: 0.000 D_fake: 0.295 +(epoch: 73, iters: 41648, time: 0.397, data: 0.018) G_GAN: 1.930 G_L1: 5.890 D_real: 0.002 D_fake: 0.850 +(epoch: 73, iters: 41748, time: 0.299, data: 0.018) G_GAN: 1.477 G_L1: 4.348 D_real: 0.000 D_fake: 0.581 +(epoch: 73, iters: 41848, time: 0.294, data: 0.019) G_GAN: 1.949 G_L1: 5.089 D_real: 0.000 D_fake: 1.511 +(epoch: 73, iters: 41948, time: 0.293, data: 0.018) G_GAN: 1.530 G_L1: 4.732 D_real: 0.000 D_fake: 0.600 +(epoch: 73, iters: 42048, time: 0.411, data: 0.019) G_GAN: 1.910 G_L1: 3.709 D_real: 0.177 D_fake: 0.315 +(epoch: 73, iters: 42148, time: 0.303, data: 0.019) G_GAN: 2.343 G_L1: 4.851 D_real: 0.022 D_fake: 0.421 +(epoch: 73, iters: 42248, time: 0.309, data: 0.020) G_GAN: 2.473 G_L1: 6.641 D_real: 0.031 D_fake: 0.278 +(epoch: 73, iters: 42348, time: 0.296, data: 0.019) G_GAN: 1.307 G_L1: 4.264 D_real: 0.080 D_fake: 0.341 +(epoch: 73, iters: 42448, time: 0.407, data: 0.019) G_GAN: 2.463 G_L1: 4.023 D_real: 0.073 D_fake: 0.209 +(epoch: 73, iters: 42548, time: 0.296, data: 0.018) G_GAN: 3.459 G_L1: 5.797 D_real: 0.012 D_fake: 0.154 +(epoch: 73, iters: 42648, time: 0.301, data: 0.021) G_GAN: 2.442 G_L1: 5.671 D_real: 0.006 D_fake: 0.168 +(epoch: 73, iters: 42748, time: 0.298, data: 0.023) G_GAN: 1.930 G_L1: 5.276 D_real: 0.003 D_fake: 0.430 +(epoch: 73, iters: 42848, time: 0.623, data: 0.018) G_GAN: 2.614 G_L1: 7.351 D_real: 0.015 D_fake: 0.221 +(epoch: 73, iters: 42948, time: 0.307, data: 0.018) G_GAN: 3.126 G_L1: 5.220 D_real: 0.001 D_fake: 0.422 +(epoch: 73, iters: 43048, time: 0.298, data: 0.019) G_GAN: 1.497 G_L1: 3.684 D_real: 0.002 D_fake: 0.490 +(epoch: 73, iters: 43148, time: 0.295, data: 0.020) G_GAN: 1.481 G_L1: 4.297 D_real: 0.000 D_fake: 0.753 +(epoch: 73, iters: 43248, time: 0.419, data: 0.020) G_GAN: 2.165 G_L1: 7.785 D_real: 0.001 D_fake: 0.235 +(epoch: 73, iters: 43348, time: 0.298, data: 0.019) G_GAN: 2.144 G_L1: 3.961 D_real: 0.005 D_fake: 0.301 +(epoch: 73, iters: 43448, time: 0.305, data: 0.018) G_GAN: 1.512 G_L1: 3.636 D_real: 0.005 D_fake: 0.517 +(epoch: 73, iters: 43548, time: 0.290, data: 0.020) G_GAN: 1.408 G_L1: 4.368 D_real: 0.001 D_fake: 0.434 +(epoch: 73, iters: 43648, time: 0.420, data: 0.017) G_GAN: 2.444 G_L1: 6.312 D_real: 0.019 D_fake: 0.429 +(epoch: 73, iters: 43748, time: 0.305, data: 0.018) G_GAN: 1.549 G_L1: 3.510 D_real: 0.001 D_fake: 0.521 +(epoch: 73, iters: 43848, time: 0.298, data: 0.020) G_GAN: 2.242 G_L1: 4.109 D_real: 0.139 D_fake: 0.455 +(epoch: 73, iters: 43948, time: 0.294, data: 0.020) G_GAN: 2.113 G_L1: 6.894 D_real: 0.132 D_fake: 0.403 +(epoch: 73, iters: 44048, time: 0.415, data: 0.019) G_GAN: 1.102 G_L1: 4.638 D_real: 0.000 D_fake: 0.528 +(epoch: 73, iters: 44148, time: 0.300, data: 0.019) G_GAN: 2.066 G_L1: 4.688 D_real: 0.000 D_fake: 0.304 +(epoch: 73, iters: 44248, time: 0.306, data: 0.018) G_GAN: 1.560 G_L1: 4.358 D_real: 0.000 D_fake: 0.425 +(epoch: 73, iters: 44348, time: 0.296, data: 0.020) G_GAN: 2.520 G_L1: 7.337 D_real: 0.011 D_fake: 0.334 +(epoch: 73, iters: 44448, time: 0.398, data: 0.018) G_GAN: 1.472 G_L1: 3.952 D_real: 0.014 D_fake: 0.948 +(epoch: 73, iters: 44548, time: 0.297, data: 0.019) G_GAN: 2.234 G_L1: 4.195 D_real: 0.038 D_fake: 0.406 +(epoch: 73, iters: 44648, time: 0.294, data: 0.019) G_GAN: 2.036 G_L1: 4.661 D_real: 0.044 D_fake: 0.587 +(epoch: 73, iters: 44748, time: 0.301, data: 0.017) G_GAN: 2.209 G_L1: 4.794 D_real: 0.028 D_fake: 0.488 +(epoch: 73, iters: 44848, time: 0.539, data: 0.020) G_GAN: 1.851 G_L1: 3.604 D_real: 0.000 D_fake: 0.352 +(epoch: 73, iters: 44948, time: 0.296, data: 0.018) G_GAN: 2.321 G_L1: 4.063 D_real: 0.108 D_fake: 0.143 +(epoch: 73, iters: 45048, time: 0.293, data: 0.017) G_GAN: 3.265 G_L1: 5.295 D_real: 0.033 D_fake: 0.130 +(epoch: 73, iters: 45148, time: 0.296, data: 0.018) G_GAN: 2.888 G_L1: 6.222 D_real: 0.002 D_fake: 0.204 +(epoch: 73, iters: 45248, time: 0.403, data: 0.019) G_GAN: 1.898 G_L1: 5.241 D_real: 0.005 D_fake: 0.332 +(epoch: 73, iters: 45348, time: 0.301, data: 0.018) G_GAN: 1.928 G_L1: 5.471 D_real: 0.123 D_fake: 0.265 +(epoch: 73, iters: 45448, time: 0.277, data: 0.020) G_GAN: 2.416 G_L1: 9.345 D_real: 0.011 D_fake: 0.176 +(epoch: 73, iters: 45548, time: 0.297, data: 0.017) G_GAN: 1.547 G_L1: 4.613 D_real: 0.349 D_fake: 0.352 +(epoch: 73, iters: 45648, time: 0.427, data: 0.019) G_GAN: 1.982 G_L1: 4.088 D_real: 0.036 D_fake: 0.233 +(epoch: 73, iters: 45748, time: 0.297, data: 0.022) G_GAN: 1.276 G_L1: 5.133 D_real: 0.023 D_fake: 0.889 +(epoch: 73, iters: 45848, time: 0.294, data: 0.018) G_GAN: 3.408 G_L1: 3.701 D_real: 0.009 D_fake: 0.456 +(epoch: 73, iters: 45948, time: 0.291, data: 0.018) G_GAN: 1.792 G_L1: 4.604 D_real: 0.067 D_fake: 0.631 +(epoch: 73, iters: 46048, time: 0.398, data: 0.018) G_GAN: 1.898 G_L1: 5.098 D_real: 0.165 D_fake: 0.340 +(epoch: 73, iters: 46148, time: 0.284, data: 0.018) G_GAN: 3.256 G_L1: 5.047 D_real: 0.067 D_fake: 0.186 +(epoch: 73, iters: 46248, time: 0.296, data: 0.018) G_GAN: 3.504 G_L1: 6.073 D_real: 0.134 D_fake: 0.209 +(epoch: 73, iters: 46348, time: 0.291, data: 0.018) G_GAN: 2.321 G_L1: 3.770 D_real: 0.002 D_fake: 0.331 +(epoch: 73, iters: 46448, time: 0.384, data: 0.017) G_GAN: 2.181 G_L1: 4.746 D_real: 0.008 D_fake: 0.312 +(epoch: 73, iters: 46548, time: 0.290, data: 0.017) G_GAN: 1.881 G_L1: 3.892 D_real: 0.008 D_fake: 0.640 +(epoch: 73, iters: 46648, time: 0.278, data: 0.018) G_GAN: 3.214 G_L1: 3.553 D_real: 0.017 D_fake: 0.410 +(epoch: 73, iters: 46748, time: 0.295, data: 0.017) G_GAN: 1.992 G_L1: 5.055 D_real: 0.097 D_fake: 0.429 +(epoch: 73, iters: 46848, time: 0.648, data: 0.018) G_GAN: 3.498 G_L1: 6.291 D_real: 0.011 D_fake: 0.285 +(epoch: 73, iters: 46948, time: 0.289, data: 0.018) G_GAN: 1.950 G_L1: 3.491 D_real: 0.074 D_fake: 0.314 +(epoch: 73, iters: 47048, time: 0.279, data: 0.020) G_GAN: 2.215 G_L1: 5.175 D_real: 0.000 D_fake: 0.302 +(epoch: 73, iters: 47148, time: 0.302, data: 0.016) G_GAN: 3.292 G_L1: 5.158 D_real: 0.004 D_fake: 0.093 +(epoch: 73, iters: 47248, time: 0.395, data: 0.018) G_GAN: 2.264 G_L1: 3.990 D_real: 0.003 D_fake: 0.211 +(epoch: 73, iters: 47348, time: 0.292, data: 0.016) G_GAN: 2.209 G_L1: 4.526 D_real: 0.037 D_fake: 0.438 +(epoch: 73, iters: 47448, time: 0.303, data: 0.018) G_GAN: 3.156 G_L1: 5.520 D_real: 0.006 D_fake: 0.604 +(epoch: 73, iters: 47548, time: 0.304, data: 0.021) G_GAN: 2.929 G_L1: 4.784 D_real: 0.007 D_fake: 0.166 +(epoch: 73, iters: 47648, time: 0.419, data: 0.021) G_GAN: 2.680 G_L1: 4.608 D_real: 0.009 D_fake: 0.172 +(epoch: 73, iters: 47748, time: 0.279, data: 0.018) G_GAN: 2.512 G_L1: 4.895 D_real: 0.006 D_fake: 1.367 +(epoch: 73, iters: 47848, time: 0.300, data: 0.015) G_GAN: 2.988 G_L1: 3.760 D_real: 0.090 D_fake: 0.330 +(epoch: 73, iters: 47948, time: 0.301, data: 0.020) G_GAN: 2.584 G_L1: 2.905 D_real: 0.059 D_fake: 0.284 +(epoch: 73, iters: 48048, time: 0.398, data: 0.019) G_GAN: 2.353 G_L1: 4.032 D_real: 0.006 D_fake: 0.291 +(epoch: 73, iters: 48148, time: 0.289, data: 0.019) G_GAN: 2.415 G_L1: 3.324 D_real: 0.000 D_fake: 0.200 +(epoch: 73, iters: 48248, time: 0.271, data: 0.017) G_GAN: 3.787 G_L1: 3.629 D_real: 0.002 D_fake: 0.082 +(epoch: 73, iters: 48348, time: 0.261, data: 0.017) G_GAN: 2.482 G_L1: 6.733 D_real: 0.001 D_fake: 0.323 +(epoch: 73, iters: 48448, time: 0.387, data: 0.015) G_GAN: 3.372 G_L1: 4.909 D_real: 0.000 D_fake: 0.168 +(epoch: 73, iters: 48548, time: 0.288, data: 0.019) G_GAN: 1.862 G_L1: 7.425 D_real: 0.004 D_fake: 0.359 +(epoch: 73, iters: 48648, time: 0.288, data: 0.018) G_GAN: 2.257 G_L1: 7.448 D_real: 0.011 D_fake: 0.145 +(epoch: 73, iters: 48748, time: 0.303, data: 0.017) G_GAN: 3.474 G_L1: 3.773 D_real: 0.037 D_fake: 0.196 +(epoch: 73, iters: 48848, time: 0.605, data: 0.022) G_GAN: 2.326 G_L1: 3.160 D_real: 0.029 D_fake: 0.424 +(epoch: 73, iters: 48948, time: 0.305, data: 0.028) G_GAN: 3.775 G_L1: 5.644 D_real: 0.168 D_fake: 0.051 +(epoch: 73, iters: 49048, time: 0.300, data: 0.019) G_GAN: 4.755 G_L1: 4.389 D_real: 0.058 D_fake: 0.094 +(epoch: 73, iters: 49148, time: 0.301, data: 0.020) G_GAN: 4.139 G_L1: 10.265 D_real: 0.073 D_fake: 0.118 +(epoch: 73, iters: 49248, time: 0.392, data: 0.021) G_GAN: 2.858 G_L1: 3.821 D_real: 0.341 D_fake: 0.124 +(epoch: 73, iters: 49348, time: 0.300, data: 0.018) G_GAN: 2.290 G_L1: 5.147 D_real: 0.011 D_fake: 0.700 +(epoch: 73, iters: 49448, time: 0.305, data: 0.020) G_GAN: 3.145 G_L1: 5.001 D_real: 0.000 D_fake: 0.223 +(epoch: 73, iters: 49548, time: 0.299, data: 0.019) G_GAN: 2.106 G_L1: 3.969 D_real: 0.001 D_fake: 0.722 +(epoch: 73, iters: 49648, time: 0.403, data: 0.020) G_GAN: 4.725 G_L1: 5.290 D_real: 0.009 D_fake: 0.142 +(epoch: 73, iters: 49748, time: 0.298, data: 0.019) G_GAN: 2.767 G_L1: 3.446 D_real: 0.265 D_fake: 0.203 +(epoch: 73, iters: 49848, time: 0.296, data: 0.017) G_GAN: 4.319 G_L1: 5.502 D_real: 0.016 D_fake: 0.159 +(epoch: 73, iters: 49948, time: 0.303, data: 0.022) G_GAN: 3.658 G_L1: 5.050 D_real: 0.000 D_fake: 0.076 +(epoch: 73, iters: 50048, time: 0.422, data: 0.020) G_GAN: 3.243 G_L1: 6.122 D_real: 0.001 D_fake: 0.141 +(epoch: 73, iters: 50148, time: 0.292, data: 0.021) G_GAN: 2.881 G_L1: 5.594 D_real: 0.020 D_fake: 0.161 +(epoch: 73, iters: 50248, time: 0.288, data: 0.019) G_GAN: 4.380 G_L1: 4.086 D_real: 0.037 D_fake: 0.271 +(epoch: 73, iters: 50348, time: 0.304, data: 0.021) G_GAN: 6.162 G_L1: 4.277 D_real: 0.005 D_fake: 0.453 +(epoch: 73, iters: 50448, time: 0.403, data: 0.019) G_GAN: 4.831 G_L1: 4.084 D_real: 0.023 D_fake: 0.187 +(epoch: 73, iters: 50548, time: 0.303, data: 0.018) G_GAN: 5.538 G_L1: 5.821 D_real: 0.198 D_fake: 0.014 +(epoch: 73, iters: 50648, time: 0.302, data: 0.019) G_GAN: 2.587 G_L1: 2.562 D_real: 0.013 D_fake: 0.340 +(epoch: 73, iters: 50748, time: 0.289, data: 0.020) G_GAN: 5.296 G_L1: 5.678 D_real: 0.027 D_fake: 0.152 +(epoch: 73, iters: 50848, time: 0.596, data: 0.020) G_GAN: 2.255 G_L1: 5.311 D_real: 0.013 D_fake: 0.521 +(epoch: 73, iters: 50948, time: 0.305, data: 0.022) G_GAN: 2.246 G_L1: 6.085 D_real: 0.003 D_fake: 0.245 +(epoch: 73, iters: 51048, time: 0.304, data: 0.018) G_GAN: 3.398 G_L1: 4.375 D_real: 0.019 D_fake: 0.101 +(epoch: 73, iters: 51148, time: 0.306, data: 0.020) G_GAN: 2.423 G_L1: 6.260 D_real: 0.014 D_fake: 0.178 +(epoch: 73, iters: 51248, time: 0.401, data: 0.020) G_GAN: 2.727 G_L1: 4.197 D_real: 0.001 D_fake: 0.236 +(epoch: 73, iters: 51348, time: 0.299, data: 0.017) G_GAN: 2.592 G_L1: 4.296 D_real: 0.000 D_fake: 0.142 +(epoch: 73, iters: 51448, time: 0.299, data: 0.019) G_GAN: 3.598 G_L1: 4.234 D_real: 0.658 D_fake: 0.627 +(epoch: 73, iters: 51548, time: 0.297, data: 0.020) G_GAN: 5.399 G_L1: 4.063 D_real: 0.033 D_fake: 0.082 +(epoch: 73, iters: 51648, time: 0.427, data: 0.021) G_GAN: 3.781 G_L1: 5.239 D_real: 0.021 D_fake: 0.064 +(epoch: 73, iters: 51748, time: 0.305, data: 0.020) G_GAN: 4.809 G_L1: 5.701 D_real: 0.100 D_fake: 0.193 +(epoch: 73, iters: 51848, time: 0.297, data: 0.019) G_GAN: 3.416 G_L1: 4.597 D_real: 0.104 D_fake: 0.279 +(epoch: 73, iters: 51948, time: 0.298, data: 0.020) G_GAN: 3.558 G_L1: 3.418 D_real: 0.029 D_fake: 0.079 +(epoch: 73, iters: 52048, time: 0.419, data: 0.020) G_GAN: 5.316 G_L1: 3.872 D_real: 0.258 D_fake: 0.018 +(epoch: 73, iters: 52148, time: 0.296, data: 0.019) G_GAN: 6.088 G_L1: 6.980 D_real: 0.025 D_fake: 0.023 +(epoch: 73, iters: 52248, time: 0.302, data: 0.019) G_GAN: 3.701 G_L1: 5.037 D_real: 0.017 D_fake: 0.169 +(epoch: 73, iters: 52348, time: 0.309, data: 0.020) G_GAN: 4.094 G_L1: 4.785 D_real: 0.016 D_fake: 0.051 +(epoch: 73, iters: 52448, time: 0.421, data: 0.019) G_GAN: 4.829 G_L1: 5.967 D_real: 0.005 D_fake: 0.334 +(epoch: 73, iters: 52548, time: 0.299, data: 0.019) G_GAN: 6.763 G_L1: 4.211 D_real: 0.003 D_fake: 0.028 +(epoch: 73, iters: 52648, time: 0.289, data: 0.023) G_GAN: 4.186 G_L1: 7.241 D_real: 0.003 D_fake: 0.286 +(epoch: 73, iters: 52748, time: 0.296, data: 0.018) G_GAN: 3.845 G_L1: 4.257 D_real: 0.574 D_fake: 0.091 +(epoch: 73, iters: 52848, time: 0.598, data: 0.019) G_GAN: 2.914 G_L1: 2.909 D_real: 0.232 D_fake: 0.171 +(epoch: 73, iters: 52948, time: 0.297, data: 0.017) G_GAN: 7.395 G_L1: 4.768 D_real: 0.067 D_fake: 0.005 +(epoch: 73, iters: 53048, time: 0.297, data: 0.019) G_GAN: 3.870 G_L1: 9.489 D_real: 0.024 D_fake: 0.100 +(epoch: 73, iters: 53148, time: 0.298, data: 0.019) G_GAN: 3.652 G_L1: 3.847 D_real: 0.034 D_fake: 0.134 +(epoch: 73, iters: 53248, time: 0.418, data: 0.021) G_GAN: 4.080 G_L1: 6.378 D_real: 0.002 D_fake: 0.180 +(epoch: 73, iters: 53348, time: 0.294, data: 0.018) G_GAN: 4.103 G_L1: 4.389 D_real: 0.027 D_fake: 0.130 +(epoch: 73, iters: 53448, time: 0.294, data: 0.020) G_GAN: 3.257 G_L1: 7.359 D_real: 0.127 D_fake: 0.178 +(epoch: 73, iters: 53548, time: 0.303, data: 0.019) G_GAN: 3.471 G_L1: 3.932 D_real: 0.056 D_fake: 0.172 +(epoch: 73, iters: 53648, time: 0.404, data: 0.019) G_GAN: 4.701 G_L1: 4.792 D_real: 0.045 D_fake: 0.105 +(epoch: 73, iters: 53748, time: 0.298, data: 0.019) G_GAN: 4.131 G_L1: 3.135 D_real: 0.038 D_fake: 0.076 +(epoch: 73, iters: 53848, time: 0.302, data: 0.020) G_GAN: 3.252 G_L1: 4.068 D_real: 0.387 D_fake: 0.065 +(epoch: 73, iters: 53948, time: 0.304, data: 0.019) G_GAN: 4.055 G_L1: 5.445 D_real: 0.004 D_fake: 0.101 +(epoch: 73, iters: 54048, time: 0.423, data: 0.020) G_GAN: 4.501 G_L1: 5.856 D_real: 0.086 D_fake: 0.042 +(epoch: 73, iters: 54148, time: 0.297, data: 0.019) G_GAN: 4.274 G_L1: 4.674 D_real: 0.033 D_fake: 0.269 +(epoch: 73, iters: 54248, time: 0.303, data: 0.020) G_GAN: 5.976 G_L1: 5.344 D_real: 0.006 D_fake: 0.027 +(epoch: 73, iters: 54348, time: 0.300, data: 0.019) G_GAN: 4.449 G_L1: 3.187 D_real: 0.161 D_fake: 0.101 +(epoch: 73, iters: 54448, time: 0.409, data: 0.023) G_GAN: 5.128 G_L1: 6.638 D_real: 0.002 D_fake: 0.028 +(epoch: 73, iters: 54548, time: 0.304, data: 0.019) G_GAN: 4.009 G_L1: 4.152 D_real: 0.055 D_fake: 0.394 +(epoch: 73, iters: 54648, time: 0.305, data: 0.018) G_GAN: 5.470 G_L1: 3.483 D_real: 0.124 D_fake: 0.016 +(epoch: 73, iters: 54748, time: 0.297, data: 0.023) G_GAN: 5.187 G_L1: 6.767 D_real: 0.143 D_fake: 0.078 +(epoch: 73, iters: 54848, time: 0.605, data: 0.019) G_GAN: 4.673 G_L1: 3.100 D_real: 0.052 D_fake: 0.045 +(epoch: 73, iters: 54948, time: 0.303, data: 0.018) G_GAN: 5.523 G_L1: 5.143 D_real: 0.002 D_fake: 0.032 +(epoch: 73, iters: 55048, time: 0.298, data: 0.019) G_GAN: 5.295 G_L1: 4.740 D_real: 0.519 D_fake: 0.007 +(epoch: 73, iters: 55148, time: 0.306, data: 0.022) G_GAN: 6.297 G_L1: 4.239 D_real: 0.080 D_fake: 0.004 +(epoch: 73, iters: 55248, time: 0.419, data: 0.022) G_GAN: 4.417 G_L1: 7.543 D_real: 0.018 D_fake: 0.078 +(epoch: 73, iters: 55348, time: 0.305, data: 0.020) G_GAN: 5.348 G_L1: 5.083 D_real: 0.026 D_fake: 0.020 +(epoch: 73, iters: 55448, time: 0.305, data: 0.018) G_GAN: 4.498 G_L1: 4.106 D_real: 0.092 D_fake: 0.027 +(epoch: 73, iters: 55548, time: 0.303, data: 0.022) G_GAN: 4.689 G_L1: 4.142 D_real: 0.019 D_fake: 0.152 +(epoch: 73, iters: 55648, time: 0.412, data: 0.019) G_GAN: 5.425 G_L1: 2.743 D_real: 0.017 D_fake: 0.092 +(epoch: 73, iters: 55748, time: 0.302, data: 0.018) G_GAN: 4.395 G_L1: 3.673 D_real: 0.007 D_fake: 0.053 +(epoch: 73, iters: 55848, time: 0.303, data: 0.020) G_GAN: 5.083 G_L1: 3.071 D_real: 0.065 D_fake: 0.143 +(epoch: 73, iters: 55948, time: 0.302, data: 0.019) G_GAN: 4.145 G_L1: 5.823 D_real: 0.185 D_fake: 0.045 +(epoch: 73, iters: 56048, time: 0.422, data: 0.019) G_GAN: 6.244 G_L1: 5.109 D_real: 0.002 D_fake: 0.063 +(epoch: 73, iters: 56148, time: 0.307, data: 0.023) G_GAN: 5.288 G_L1: 4.631 D_real: 0.050 D_fake: 0.017 +(epoch: 73, iters: 56248, time: 0.295, data: 0.023) G_GAN: 5.303 G_L1: 7.085 D_real: 0.145 D_fake: 0.040 +(epoch: 73, iters: 56348, time: 0.293, data: 0.019) G_GAN: 5.988 G_L1: 5.941 D_real: 0.000 D_fake: 0.013 +(epoch: 73, iters: 56448, time: 0.413, data: 0.020) G_GAN: 5.035 G_L1: 5.402 D_real: 0.026 D_fake: 0.039 +(epoch: 73, iters: 56548, time: 0.302, data: 0.019) G_GAN: 6.010 G_L1: 3.877 D_real: 0.007 D_fake: 0.112 +(epoch: 73, iters: 56648, time: 0.297, data: 0.020) G_GAN: 5.899 G_L1: 2.904 D_real: 0.010 D_fake: 0.037 +(epoch: 73, iters: 56748, time: 0.299, data: 0.019) G_GAN: 3.581 G_L1: 4.340 D_real: 0.378 D_fake: 0.078 +(epoch: 73, iters: 56848, time: 0.560, data: 0.019) G_GAN: 6.525 G_L1: 3.866 D_real: 0.544 D_fake: 0.020 +(epoch: 73, iters: 56948, time: 0.305, data: 0.018) G_GAN: 5.469 G_L1: 3.704 D_real: 0.002 D_fake: 0.043 +(epoch: 73, iters: 57048, time: 0.304, data: 0.019) G_GAN: 7.217 G_L1: 7.174 D_real: 0.018 D_fake: 0.003 +(epoch: 73, iters: 57148, time: 0.305, data: 0.019) G_GAN: 3.807 G_L1: 3.678 D_real: 0.030 D_fake: 0.047 +(epoch: 73, iters: 57248, time: 0.420, data: 0.019) G_GAN: 4.533 G_L1: 3.848 D_real: 0.064 D_fake: 0.051 +(epoch: 73, iters: 57348, time: 0.299, data: 0.018) G_GAN: 4.386 G_L1: 3.888 D_real: 0.160 D_fake: 0.025 +(epoch: 73, iters: 57448, time: 0.301, data: 0.020) G_GAN: 4.316 G_L1: 3.497 D_real: 0.066 D_fake: 0.164 +(epoch: 73, iters: 57548, time: 0.297, data: 0.019) G_GAN: 3.794 G_L1: 3.684 D_real: 0.122 D_fake: 0.104 +(epoch: 73, iters: 57648, time: 0.418, data: 0.019) G_GAN: 5.194 G_L1: 5.304 D_real: 0.021 D_fake: 0.199 +(epoch: 73, iters: 57748, time: 0.300, data: 0.019) G_GAN: 6.636 G_L1: 2.659 D_real: 0.006 D_fake: 0.032 +(epoch: 73, iters: 57848, time: 0.310, data: 0.022) G_GAN: 3.942 G_L1: 4.046 D_real: 0.006 D_fake: 0.108 +(epoch: 73, iters: 57948, time: 0.308, data: 0.019) G_GAN: 3.521 G_L1: 3.179 D_real: 0.456 D_fake: 0.159 +(epoch: 73, iters: 58048, time: 0.413, data: 0.020) G_GAN: 3.090 G_L1: 2.619 D_real: 0.216 D_fake: 0.070 +(epoch: 73, iters: 58148, time: 0.306, data: 0.018) G_GAN: 5.435 G_L1: 4.972 D_real: 0.003 D_fake: 0.086 +(epoch: 73, iters: 58248, time: 0.301, data: 0.019) G_GAN: 4.351 G_L1: 3.762 D_real: 0.143 D_fake: 0.029 +(epoch: 73, iters: 58348, time: 0.278, data: 0.018) G_GAN: 6.516 G_L1: 7.104 D_real: 0.003 D_fake: 0.057 +(epoch: 73, iters: 58448, time: 0.413, data: 0.017) G_GAN: 3.710 G_L1: 3.634 D_real: 0.066 D_fake: 0.104 +(epoch: 73, iters: 58548, time: 0.304, data: 0.018) G_GAN: 4.118 G_L1: 3.941 D_real: 0.028 D_fake: 0.111 +(epoch: 73, iters: 58648, time: 0.292, data: 0.019) G_GAN: 3.240 G_L1: 3.895 D_real: 0.089 D_fake: 0.082 +(epoch: 73, iters: 58748, time: 0.288, data: 0.019) G_GAN: 5.409 G_L1: 5.265 D_real: 0.159 D_fake: 0.028 +(epoch: 73, iters: 58848, time: 0.617, data: 0.019) G_GAN: 3.511 G_L1: 4.574 D_real: 0.208 D_fake: 0.374 +(epoch: 73, iters: 58948, time: 0.296, data: 0.019) G_GAN: 4.401 G_L1: 4.001 D_real: 0.007 D_fake: 0.084 +(epoch: 73, iters: 59048, time: 0.300, data: 0.021) G_GAN: 4.638 G_L1: 3.434 D_real: 0.071 D_fake: 0.019 +(epoch: 73, iters: 59148, time: 0.291, data: 0.019) G_GAN: 4.530 G_L1: 3.399 D_real: 0.013 D_fake: 0.073 +(epoch: 73, iters: 59248, time: 0.417, data: 0.016) G_GAN: 4.182 G_L1: 3.885 D_real: 0.005 D_fake: 0.098 +(epoch: 73, iters: 59348, time: 0.305, data: 0.017) G_GAN: 3.543 G_L1: 2.559 D_real: 0.462 D_fake: 0.271 +(epoch: 73, iters: 59448, time: 0.299, data: 0.021) G_GAN: 3.699 G_L1: 3.474 D_real: 0.196 D_fake: 0.070 +(epoch: 73, iters: 59548, time: 0.298, data: 0.019) G_GAN: 4.440 G_L1: 3.245 D_real: 0.071 D_fake: 0.032 +(epoch: 73, iters: 59648, time: 0.391, data: 0.019) G_GAN: 4.875 G_L1: 7.084 D_real: 0.014 D_fake: 0.027 +(epoch: 73, iters: 59748, time: 0.299, data: 0.019) G_GAN: 3.489 G_L1: 5.503 D_real: 0.129 D_fake: 0.955 +(epoch: 73, iters: 59848, time: 0.305, data: 0.022) G_GAN: 5.089 G_L1: 2.982 D_real: 0.188 D_fake: 0.029 +(epoch: 73, iters: 59948, time: 0.296, data: 0.020) G_GAN: 4.823 G_L1: 3.774 D_real: 0.015 D_fake: 0.034 +(epoch: 74, iters: 32, time: 0.629, data: 0.019) G_GAN: 3.795 G_L1: 3.264 D_real: 0.011 D_fake: 0.118 +(epoch: 74, iters: 132, time: 0.285, data: 0.023) G_GAN: 4.324 G_L1: 4.438 D_real: 0.006 D_fake: 0.075 +(epoch: 74, iters: 232, time: 0.291, data: 0.018) G_GAN: 4.209 G_L1: 4.534 D_real: 0.286 D_fake: 0.099 +(epoch: 74, iters: 332, time: 0.304, data: 0.019) G_GAN: 5.827 G_L1: 4.226 D_real: 0.402 D_fake: 0.014 +(epoch: 74, iters: 432, time: 0.397, data: 0.020) G_GAN: 4.847 G_L1: 3.117 D_real: 0.278 D_fake: 0.012 +(epoch: 74, iters: 532, time: 0.301, data: 0.019) G_GAN: 6.043 G_L1: 5.039 D_real: 0.133 D_fake: 0.009 +(epoch: 74, iters: 632, time: 0.295, data: 0.021) G_GAN: 5.488 G_L1: 8.068 D_real: 0.009 D_fake: 0.476 +(epoch: 74, iters: 732, time: 0.288, data: 0.019) G_GAN: 4.137 G_L1: 4.025 D_real: 0.287 D_fake: 0.044 +(epoch: 74, iters: 832, time: 0.609, data: 0.018) G_GAN: 6.360 G_L1: 7.652 D_real: 0.004 D_fake: 0.470 +(epoch: 74, iters: 932, time: 0.301, data: 0.019) G_GAN: 4.688 G_L1: 2.182 D_real: 0.073 D_fake: 0.060 +(epoch: 74, iters: 1032, time: 0.293, data: 0.020) G_GAN: 3.815 G_L1: 5.910 D_real: 0.004 D_fake: 0.133 +(epoch: 74, iters: 1132, time: 0.297, data: 0.019) G_GAN: 5.154 G_L1: 3.559 D_real: 0.022 D_fake: 0.256 +(epoch: 74, iters: 1232, time: 0.388, data: 0.020) G_GAN: 4.623 G_L1: 3.780 D_real: 0.026 D_fake: 0.044 +(epoch: 74, iters: 1332, time: 0.292, data: 0.017) G_GAN: 6.223 G_L1: 3.540 D_real: 0.027 D_fake: 0.025 +(epoch: 74, iters: 1432, time: 0.289, data: 0.019) G_GAN: 5.256 G_L1: 2.506 D_real: 0.040 D_fake: 0.076 +(epoch: 74, iters: 1532, time: 0.294, data: 0.017) G_GAN: 4.185 G_L1: 3.596 D_real: 0.183 D_fake: 0.038 +(epoch: 74, iters: 1632, time: 0.381, data: 0.018) G_GAN: 5.212 G_L1: 2.310 D_real: 0.012 D_fake: 0.017 +(epoch: 74, iters: 1732, time: 0.268, data: 0.019) G_GAN: 4.761 G_L1: 3.906 D_real: 0.108 D_fake: 0.046 +(epoch: 74, iters: 1832, time: 0.278, data: 0.018) G_GAN: 6.058 G_L1: 7.630 D_real: 0.225 D_fake: 0.005 +(epoch: 74, iters: 1932, time: 0.300, data: 0.019) G_GAN: 3.715 G_L1: 3.695 D_real: 0.369 D_fake: 0.035 +(epoch: 74, iters: 2032, time: 0.408, data: 0.020) G_GAN: 5.997 G_L1: 3.830 D_real: 0.012 D_fake: 0.013 +(epoch: 74, iters: 2132, time: 0.283, data: 0.018) G_GAN: 5.330 G_L1: 2.940 D_real: 0.015 D_fake: 0.069 +(epoch: 74, iters: 2232, time: 0.285, data: 0.017) G_GAN: 4.372 G_L1: 5.584 D_real: 0.000 D_fake: 0.061 +(epoch: 74, iters: 2332, time: 0.284, data: 0.020) G_GAN: 4.018 G_L1: 5.917 D_real: 0.154 D_fake: 0.143 +(epoch: 74, iters: 2432, time: 0.423, data: 0.019) G_GAN: 5.832 G_L1: 3.870 D_real: 0.079 D_fake: 0.014 +(epoch: 74, iters: 2532, time: 0.286, data: 0.020) G_GAN: 3.688 G_L1: 4.615 D_real: 0.007 D_fake: 0.200 +(epoch: 74, iters: 2632, time: 0.291, data: 0.018) G_GAN: 3.602 G_L1: 3.292 D_real: 0.139 D_fake: 0.051 +(epoch: 74, iters: 2732, time: 0.300, data: 0.020) G_GAN: 5.338 G_L1: 4.548 D_real: 0.432 D_fake: 0.022 +(epoch: 74, iters: 2832, time: 0.593, data: 0.022) G_GAN: 4.037 G_L1: 4.503 D_real: 0.005 D_fake: 0.295 +(epoch: 74, iters: 2932, time: 0.293, data: 0.017) G_GAN: 5.288 G_L1: 4.662 D_real: 0.091 D_fake: 0.012 +(epoch: 74, iters: 3032, time: 0.305, data: 0.019) G_GAN: 2.493 G_L1: 4.071 D_real: 0.070 D_fake: 0.088 +(epoch: 74, iters: 3132, time: 0.295, data: 0.019) G_GAN: 4.300 G_L1: 3.498 D_real: 0.322 D_fake: 0.022 +(epoch: 74, iters: 3232, time: 0.398, data: 0.020) G_GAN: 2.730 G_L1: 3.323 D_real: 0.540 D_fake: 0.102 +(epoch: 74, iters: 3332, time: 0.292, data: 0.019) G_GAN: 4.599 G_L1: 5.138 D_real: 0.243 D_fake: 0.028 +(epoch: 74, iters: 3432, time: 0.303, data: 0.017) G_GAN: 5.007 G_L1: 4.967 D_real: 0.045 D_fake: 0.044 +(epoch: 74, iters: 3532, time: 0.307, data: 0.020) G_GAN: 4.712 G_L1: 4.429 D_real: 0.077 D_fake: 0.147 +(epoch: 74, iters: 3632, time: 0.398, data: 0.020) G_GAN: 4.032 G_L1: 3.113 D_real: 0.030 D_fake: 0.051 +(epoch: 74, iters: 3732, time: 0.277, data: 0.018) G_GAN: 5.023 G_L1: 4.150 D_real: 0.046 D_fake: 0.050 +(epoch: 74, iters: 3832, time: 0.274, data: 0.016) G_GAN: 4.926 G_L1: 3.405 D_real: 0.029 D_fake: 0.290 +(epoch: 74, iters: 3932, time: 0.279, data: 0.018) G_GAN: 3.664 G_L1: 4.139 D_real: 0.051 D_fake: 0.241 +(epoch: 74, iters: 4032, time: 0.384, data: 0.016) G_GAN: 4.288 G_L1: 2.683 D_real: 0.304 D_fake: 0.060 +(epoch: 74, iters: 4132, time: 0.281, data: 0.019) G_GAN: 5.237 G_L1: 4.214 D_real: 0.007 D_fake: 0.041 +(epoch: 74, iters: 4232, time: 0.293, data: 0.018) G_GAN: 5.448 G_L1: 3.214 D_real: 0.036 D_fake: 0.081 +(epoch: 74, iters: 4332, time: 0.295, data: 0.018) G_GAN: 5.539 G_L1: 3.265 D_real: 0.139 D_fake: 0.049 +(epoch: 74, iters: 4432, time: 0.389, data: 0.020) G_GAN: 4.809 G_L1: 4.211 D_real: 0.007 D_fake: 0.023 +(epoch: 74, iters: 4532, time: 0.298, data: 0.016) G_GAN: 4.214 G_L1: 3.934 D_real: 0.265 D_fake: 0.026 +(epoch: 74, iters: 4632, time: 0.284, data: 0.018) G_GAN: 6.181 G_L1: 3.998 D_real: 0.122 D_fake: 0.069 +(epoch: 74, iters: 4732, time: 0.290, data: 0.016) G_GAN: 4.448 G_L1: 3.007 D_real: 0.072 D_fake: 0.034 +(epoch: 74, iters: 4832, time: 0.586, data: 0.018) G_GAN: 3.269 G_L1: 3.998 D_real: 0.064 D_fake: 0.077 +(epoch: 74, iters: 4932, time: 0.287, data: 0.017) G_GAN: 5.949 G_L1: 4.996 D_real: 0.003 D_fake: 0.206 +(epoch: 74, iters: 5032, time: 0.286, data: 0.017) G_GAN: 5.229 G_L1: 3.836 D_real: 0.042 D_fake: 0.024 +(epoch: 74, iters: 5132, time: 0.292, data: 0.018) G_GAN: 5.639 G_L1: 4.271 D_real: 0.056 D_fake: 0.016 +(epoch: 74, iters: 5232, time: 0.373, data: 0.019) G_GAN: 4.349 G_L1: 2.970 D_real: 0.288 D_fake: 0.039 +(epoch: 74, iters: 5332, time: 0.286, data: 0.016) G_GAN: 5.991 G_L1: 5.055 D_real: 0.428 D_fake: 0.004 +(epoch: 74, iters: 5432, time: 0.284, data: 0.017) G_GAN: 6.913 G_L1: 4.208 D_real: 0.033 D_fake: 0.015 +(epoch: 74, iters: 5532, time: 0.282, data: 0.016) G_GAN: 4.806 G_L1: 4.448 D_real: 0.007 D_fake: 0.043 +(epoch: 74, iters: 5632, time: 0.409, data: 0.017) G_GAN: 5.059 G_L1: 4.078 D_real: 0.000 D_fake: 0.051 +(epoch: 74, iters: 5732, time: 0.280, data: 0.016) G_GAN: 3.849 G_L1: 4.555 D_real: 0.015 D_fake: 0.070 +(epoch: 74, iters: 5832, time: 0.291, data: 0.015) G_GAN: 6.157 G_L1: 3.236 D_real: 0.005 D_fake: 0.011 +(epoch: 74, iters: 5932, time: 0.286, data: 0.017) G_GAN: 4.571 G_L1: 5.844 D_real: 0.013 D_fake: 0.079 +(epoch: 74, iters: 6032, time: 0.415, data: 0.018) G_GAN: 5.010 G_L1: 4.314 D_real: 0.009 D_fake: 0.050 +(epoch: 74, iters: 6132, time: 0.284, data: 0.017) G_GAN: 5.989 G_L1: 3.666 D_real: 0.009 D_fake: 0.311 +(epoch: 74, iters: 6232, time: 0.290, data: 0.015) G_GAN: 6.400 G_L1: 3.832 D_real: 0.086 D_fake: 0.006 +(epoch: 74, iters: 6332, time: 0.295, data: 0.016) G_GAN: 5.055 G_L1: 3.852 D_real: 0.000 D_fake: 0.079 +(epoch: 74, iters: 6432, time: 0.407, data: 0.020) G_GAN: 7.673 G_L1: 4.006 D_real: 0.002 D_fake: 0.004 +(epoch: 74, iters: 6532, time: 0.274, data: 0.017) G_GAN: 6.950 G_L1: 3.711 D_real: 0.023 D_fake: 0.005 +(epoch: 74, iters: 6632, time: 0.284, data: 0.016) G_GAN: 5.573 G_L1: 3.841 D_real: 0.028 D_fake: 0.034 +(epoch: 74, iters: 6732, time: 0.273, data: 0.017) G_GAN: 5.517 G_L1: 8.298 D_real: 0.013 D_fake: 0.209 +(epoch: 74, iters: 6832, time: 0.554, data: 0.014) G_GAN: 4.636 G_L1: 3.495 D_real: 0.137 D_fake: 0.064 +(epoch: 74, iters: 6932, time: 0.272, data: 0.017) G_GAN: 4.198 G_L1: 3.762 D_real: 0.030 D_fake: 0.156 +(epoch: 74, iters: 7032, time: 0.293, data: 0.014) G_GAN: 4.947 G_L1: 4.116 D_real: 0.052 D_fake: 0.024 +(epoch: 74, iters: 7132, time: 0.295, data: 0.022) G_GAN: 6.847 G_L1: 7.672 D_real: 0.436 D_fake: 0.011 +(epoch: 74, iters: 7232, time: 0.393, data: 0.017) G_GAN: 6.047 G_L1: 3.552 D_real: 0.003 D_fake: 0.022 +(epoch: 74, iters: 7332, time: 0.293, data: 0.016) G_GAN: 6.777 G_L1: 4.452 D_real: 0.056 D_fake: 0.007 +(epoch: 74, iters: 7432, time: 0.288, data: 0.017) G_GAN: 3.614 G_L1: 3.896 D_real: 0.022 D_fake: 0.057 +(epoch: 74, iters: 7532, time: 0.281, data: 0.017) G_GAN: 6.000 G_L1: 3.623 D_real: 0.031 D_fake: 0.020 +(epoch: 74, iters: 7632, time: 0.406, data: 0.016) G_GAN: 4.059 G_L1: 5.865 D_real: 0.003 D_fake: 0.192 +(epoch: 74, iters: 7732, time: 0.287, data: 0.016) G_GAN: 4.390 G_L1: 3.894 D_real: 0.074 D_fake: 0.081 +(epoch: 74, iters: 7832, time: 0.299, data: 0.018) G_GAN: 6.586 G_L1: 4.995 D_real: 0.081 D_fake: 0.010 +(epoch: 74, iters: 7932, time: 0.284, data: 0.018) G_GAN: 3.746 G_L1: 3.112 D_real: 0.138 D_fake: 0.071 +(epoch: 74, iters: 8032, time: 0.400, data: 0.017) G_GAN: 4.123 G_L1: 2.815 D_real: 0.011 D_fake: 0.236 +(epoch: 74, iters: 8132, time: 0.290, data: 0.017) G_GAN: 4.350 G_L1: 3.965 D_real: 0.011 D_fake: 0.063 +(epoch: 74, iters: 8232, time: 0.291, data: 0.017) G_GAN: 3.246 G_L1: 3.942 D_real: 0.035 D_fake: 0.343 +(epoch: 74, iters: 8332, time: 0.275, data: 0.017) G_GAN: 5.563 G_L1: 4.927 D_real: 0.013 D_fake: 0.207 +(epoch: 74, iters: 8432, time: 0.396, data: 0.016) G_GAN: 6.592 G_L1: 3.491 D_real: 0.027 D_fake: 0.005 +(epoch: 74, iters: 8532, time: 0.281, data: 0.016) G_GAN: 3.835 G_L1: 4.525 D_real: 0.047 D_fake: 0.177 +(epoch: 74, iters: 8632, time: 0.290, data: 0.016) G_GAN: 4.146 G_L1: 4.534 D_real: 0.040 D_fake: 0.082 +(epoch: 74, iters: 8732, time: 0.294, data: 0.021) G_GAN: 3.925 G_L1: 2.879 D_real: 0.067 D_fake: 0.469 +(epoch: 74, iters: 8832, time: 0.588, data: 0.017) G_GAN: 5.184 G_L1: 4.110 D_real: 0.001 D_fake: 0.099 +(epoch: 74, iters: 8932, time: 0.291, data: 0.018) G_GAN: 6.449 G_L1: 3.623 D_real: 0.002 D_fake: 0.021 +(epoch: 74, iters: 9032, time: 0.288, data: 0.019) G_GAN: 5.346 G_L1: 3.605 D_real: 0.534 D_fake: 0.009 +(epoch: 74, iters: 9132, time: 0.303, data: 0.017) G_GAN: 6.115 G_L1: 5.215 D_real: 0.001 D_fake: 0.155 +(epoch: 74, iters: 9232, time: 0.406, data: 0.022) G_GAN: 5.603 G_L1: 4.612 D_real: 0.006 D_fake: 0.173 +(epoch: 74, iters: 9332, time: 0.285, data: 0.017) G_GAN: 4.770 G_L1: 3.483 D_real: 0.025 D_fake: 0.026 +(epoch: 74, iters: 9432, time: 0.289, data: 0.016) G_GAN: 5.826 G_L1: 4.267 D_real: 0.015 D_fake: 0.373 +(epoch: 74, iters: 9532, time: 0.286, data: 0.018) G_GAN: 4.888 G_L1: 3.740 D_real: 0.020 D_fake: 0.026 +(epoch: 74, iters: 9632, time: 0.400, data: 0.018) G_GAN: 5.906 G_L1: 4.006 D_real: 0.160 D_fake: 0.012 +(epoch: 74, iters: 9732, time: 0.279, data: 0.017) G_GAN: 3.737 G_L1: 3.014 D_real: 0.021 D_fake: 0.218 +(epoch: 74, iters: 9832, time: 0.295, data: 0.015) G_GAN: 4.945 G_L1: 5.302 D_real: 0.253 D_fake: 0.041 +(epoch: 74, iters: 9932, time: 0.280, data: 0.017) G_GAN: 6.624 G_L1: 4.598 D_real: 1.068 D_fake: 0.009 +(epoch: 74, iters: 10032, time: 0.410, data: 0.015) G_GAN: 5.241 G_L1: 3.888 D_real: 0.025 D_fake: 0.028 +(epoch: 74, iters: 10132, time: 0.296, data: 0.017) G_GAN: 4.879 G_L1: 3.456 D_real: 0.026 D_fake: 0.098 +(epoch: 74, iters: 10232, time: 0.293, data: 0.018) G_GAN: 3.212 G_L1: 2.648 D_real: 0.069 D_fake: 0.104 +(epoch: 74, iters: 10332, time: 0.289, data: 0.019) G_GAN: 4.133 G_L1: 4.318 D_real: 0.027 D_fake: 0.092 +(epoch: 74, iters: 10432, time: 0.422, data: 0.017) G_GAN: 3.518 G_L1: 5.172 D_real: 0.110 D_fake: 0.244 +(epoch: 74, iters: 10532, time: 0.298, data: 0.017) G_GAN: 4.700 G_L1: 3.970 D_real: 0.097 D_fake: 0.022 +(epoch: 74, iters: 10632, time: 0.295, data: 0.018) G_GAN: 4.561 G_L1: 3.161 D_real: 0.569 D_fake: 0.008 +(epoch: 74, iters: 10732, time: 0.302, data: 0.018) G_GAN: 4.774 G_L1: 5.008 D_real: 0.087 D_fake: 0.039 +(epoch: 74, iters: 10832, time: 0.612, data: 0.019) G_GAN: 5.244 G_L1: 4.987 D_real: 0.049 D_fake: 0.039 +(epoch: 74, iters: 10932, time: 0.297, data: 0.016) G_GAN: 4.311 G_L1: 4.204 D_real: 0.072 D_fake: 0.140 +(epoch: 74, iters: 11032, time: 0.298, data: 0.018) G_GAN: 4.550 G_L1: 3.529 D_real: 0.023 D_fake: 0.053 +(epoch: 74, iters: 11132, time: 0.305, data: 0.019) G_GAN: 3.043 G_L1: 2.605 D_real: 0.054 D_fake: 0.192 +(epoch: 74, iters: 11232, time: 0.398, data: 0.022) G_GAN: 3.354 G_L1: 3.072 D_real: 0.192 D_fake: 0.082 +(epoch: 74, iters: 11332, time: 0.283, data: 0.015) G_GAN: 5.697 G_L1: 6.219 D_real: 0.016 D_fake: 0.094 +(epoch: 74, iters: 11432, time: 0.285, data: 0.017) G_GAN: 3.794 G_L1: 3.663 D_real: 0.028 D_fake: 0.107 +(epoch: 74, iters: 11532, time: 0.288, data: 0.016) G_GAN: 6.285 G_L1: 4.263 D_real: 0.139 D_fake: 0.009 +(epoch: 74, iters: 11632, time: 0.416, data: 0.018) G_GAN: 3.857 G_L1: 3.457 D_real: 0.022 D_fake: 0.064 +(epoch: 74, iters: 11732, time: 0.293, data: 0.019) G_GAN: 4.337 G_L1: 3.854 D_real: 0.012 D_fake: 0.134 +(epoch: 74, iters: 11832, time: 0.299, data: 0.017) G_GAN: 7.819 G_L1: 8.508 D_real: 0.000 D_fake: 0.010 +(epoch: 74, iters: 11932, time: 0.295, data: 0.019) G_GAN: 4.396 G_L1: 6.286 D_real: 0.003 D_fake: 0.080 +(epoch: 74, iters: 12032, time: 0.406, data: 0.018) G_GAN: 4.024 G_L1: 3.273 D_real: 0.157 D_fake: 0.258 +(epoch: 74, iters: 12132, time: 0.290, data: 0.019) G_GAN: 5.925 G_L1: 3.247 D_real: 0.410 D_fake: 0.010 +(epoch: 74, iters: 12232, time: 0.280, data: 0.017) G_GAN: 5.840 G_L1: 4.878 D_real: 0.004 D_fake: 0.016 +(epoch: 74, iters: 12332, time: 0.290, data: 0.017) G_GAN: 6.561 G_L1: 5.598 D_real: 0.013 D_fake: 0.005 +(epoch: 74, iters: 12432, time: 0.417, data: 0.016) G_GAN: 5.715 G_L1: 4.352 D_real: 0.039 D_fake: 0.238 +(epoch: 74, iters: 12532, time: 0.294, data: 0.017) G_GAN: 5.390 G_L1: 4.765 D_real: 0.000 D_fake: 0.103 +(epoch: 74, iters: 12632, time: 0.294, data: 0.016) G_GAN: 7.732 G_L1: 5.743 D_real: 0.006 D_fake: 0.004 +(epoch: 74, iters: 12732, time: 0.304, data: 0.020) G_GAN: 5.104 G_L1: 4.130 D_real: 0.019 D_fake: 0.032 +(epoch: 74, iters: 12832, time: 0.641, data: 0.019) G_GAN: 5.709 G_L1: 7.987 D_real: 0.184 D_fake: 0.028 +(epoch: 74, iters: 12932, time: 0.282, data: 0.018) G_GAN: 6.447 G_L1: 6.798 D_real: 0.009 D_fake: 0.011 +(epoch: 74, iters: 13032, time: 0.294, data: 0.016) G_GAN: 5.362 G_L1: 3.207 D_real: 0.012 D_fake: 0.123 +(epoch: 74, iters: 13132, time: 0.301, data: 0.019) G_GAN: 4.952 G_L1: 2.970 D_real: 0.077 D_fake: 0.013 +(epoch: 74, iters: 13232, time: 0.403, data: 0.020) G_GAN: 4.963 G_L1: 4.148 D_real: 0.040 D_fake: 0.040 +(epoch: 74, iters: 13332, time: 0.288, data: 0.016) G_GAN: 6.358 G_L1: 4.343 D_real: 0.134 D_fake: 0.015 +(epoch: 74, iters: 13432, time: 0.293, data: 0.018) G_GAN: 7.024 G_L1: 3.221 D_real: 0.268 D_fake: 0.009 +(epoch: 74, iters: 13532, time: 0.297, data: 0.018) G_GAN: 6.483 G_L1: 6.634 D_real: 0.028 D_fake: 0.009 +(epoch: 74, iters: 13632, time: 0.384, data: 0.018) G_GAN: 3.594 G_L1: 3.686 D_real: 0.167 D_fake: 0.290 +(epoch: 74, iters: 13732, time: 0.305, data: 0.018) G_GAN: 5.710 G_L1: 5.110 D_real: 0.077 D_fake: 0.009 +(epoch: 74, iters: 13832, time: 0.288, data: 0.019) G_GAN: 4.819 G_L1: 4.198 D_real: 0.051 D_fake: 0.060 +(epoch: 74, iters: 13932, time: 0.303, data: 0.018) G_GAN: 4.098 G_L1: 3.822 D_real: 0.044 D_fake: 0.145 +(epoch: 74, iters: 14032, time: 0.411, data: 0.019) G_GAN: 6.354 G_L1: 3.149 D_real: 0.126 D_fake: 0.010 +(epoch: 74, iters: 14132, time: 0.297, data: 0.023) G_GAN: 4.375 G_L1: 2.987 D_real: 0.270 D_fake: 0.027 +(epoch: 74, iters: 14232, time: 0.280, data: 0.018) G_GAN: 5.274 G_L1: 6.188 D_real: 0.015 D_fake: 0.030 +(epoch: 74, iters: 14332, time: 0.293, data: 0.017) G_GAN: 4.719 G_L1: 4.168 D_real: 0.028 D_fake: 0.166 +(epoch: 74, iters: 14432, time: 0.413, data: 0.021) G_GAN: 4.926 G_L1: 4.471 D_real: 0.040 D_fake: 0.109 +(epoch: 74, iters: 14532, time: 0.287, data: 0.020) G_GAN: 4.692 G_L1: 2.772 D_real: 0.386 D_fake: 0.026 +(epoch: 74, iters: 14632, time: 0.271, data: 0.017) G_GAN: 6.235 G_L1: 3.499 D_real: 0.010 D_fake: 0.021 +(epoch: 74, iters: 14732, time: 0.292, data: 0.015) G_GAN: 6.320 G_L1: 5.231 D_real: 0.017 D_fake: 0.077 +(epoch: 74, iters: 14832, time: 0.615, data: 0.018) G_GAN: 3.855 G_L1: 4.084 D_real: 0.059 D_fake: 0.177 +(epoch: 74, iters: 14932, time: 0.297, data: 0.019) G_GAN: 7.643 G_L1: 4.258 D_real: 0.001 D_fake: 0.016 +(epoch: 74, iters: 15032, time: 0.290, data: 0.019) G_GAN: 4.835 G_L1: 4.109 D_real: 0.182 D_fake: 0.031 +(epoch: 74, iters: 15132, time: 0.281, data: 0.018) G_GAN: 4.640 G_L1: 3.340 D_real: 0.010 D_fake: 0.032 +(epoch: 74, iters: 15232, time: 0.403, data: 0.018) G_GAN: 7.189 G_L1: 9.211 D_real: 0.007 D_fake: 0.107 +(epoch: 74, iters: 15332, time: 0.292, data: 0.019) G_GAN: 5.496 G_L1: 4.352 D_real: 0.002 D_fake: 0.020 +(epoch: 74, iters: 15432, time: 0.284, data: 0.018) G_GAN: 4.724 G_L1: 4.050 D_real: 0.033 D_fake: 0.072 +(epoch: 74, iters: 15532, time: 0.295, data: 0.018) G_GAN: 4.810 G_L1: 3.071 D_real: 0.027 D_fake: 0.058 +(epoch: 74, iters: 15632, time: 0.394, data: 0.018) G_GAN: 4.945 G_L1: 3.058 D_real: 0.132 D_fake: 0.073 +(epoch: 74, iters: 15732, time: 0.293, data: 0.018) G_GAN: 3.644 G_L1: 3.280 D_real: 0.000 D_fake: 0.170 +(epoch: 74, iters: 15832, time: 0.291, data: 0.019) G_GAN: 6.956 G_L1: 4.621 D_real: 0.070 D_fake: 0.016 +(epoch: 74, iters: 15932, time: 0.301, data: 0.018) G_GAN: 4.418 G_L1: 3.641 D_real: 0.066 D_fake: 0.132 +(epoch: 74, iters: 16032, time: 0.410, data: 0.019) G_GAN: 7.491 G_L1: 6.650 D_real: 0.377 D_fake: 0.004 +(epoch: 74, iters: 16132, time: 0.295, data: 0.018) G_GAN: 7.181 G_L1: 5.027 D_real: 0.011 D_fake: 0.003 +(epoch: 74, iters: 16232, time: 0.288, data: 0.018) G_GAN: 5.383 G_L1: 3.445 D_real: 0.046 D_fake: 0.014 +(epoch: 74, iters: 16332, time: 0.289, data: 0.018) G_GAN: 4.615 G_L1: 8.435 D_real: 0.001 D_fake: 0.140 +(epoch: 74, iters: 16432, time: 0.391, data: 0.019) G_GAN: 5.171 G_L1: 3.215 D_real: 0.170 D_fake: 0.007 +(epoch: 74, iters: 16532, time: 0.304, data: 0.019) G_GAN: 5.025 G_L1: 4.534 D_real: 0.142 D_fake: 0.038 +(epoch: 74, iters: 16632, time: 0.289, data: 0.019) G_GAN: 5.476 G_L1: 7.123 D_real: 0.001 D_fake: 0.064 +(epoch: 74, iters: 16732, time: 0.294, data: 0.019) G_GAN: 6.079 G_L1: 4.384 D_real: 0.002 D_fake: 0.019 +(epoch: 74, iters: 16832, time: 0.549, data: 0.023) G_GAN: 5.111 G_L1: 3.174 D_real: 0.004 D_fake: 0.017 +(epoch: 74, iters: 16932, time: 0.294, data: 0.019) G_GAN: 7.316 G_L1: 6.492 D_real: 0.001 D_fake: 0.006 +(epoch: 74, iters: 17032, time: 0.297, data: 0.018) G_GAN: 8.139 G_L1: 4.491 D_real: 0.033 D_fake: 0.002 +(epoch: 74, iters: 17132, time: 0.290, data: 0.019) G_GAN: 6.351 G_L1: 5.133 D_real: 0.018 D_fake: 0.014 +(epoch: 74, iters: 17232, time: 0.417, data: 0.017) G_GAN: 4.982 G_L1: 4.279 D_real: 0.271 D_fake: 0.010 +(epoch: 74, iters: 17332, time: 0.292, data: 0.019) G_GAN: 6.703 G_L1: 6.730 D_real: 0.010 D_fake: 0.061 +(epoch: 74, iters: 17432, time: 0.298, data: 0.017) G_GAN: 5.822 G_L1: 5.963 D_real: 0.013 D_fake: 0.150 +(epoch: 74, iters: 17532, time: 0.296, data: 0.019) G_GAN: 7.293 G_L1: 4.282 D_real: 0.001 D_fake: 0.005 +(epoch: 74, iters: 17632, time: 0.409, data: 0.020) G_GAN: 10.061 G_L1: 8.011 D_real: 0.014 D_fake: 0.002 +(epoch: 74, iters: 17732, time: 0.296, data: 0.018) G_GAN: 6.535 G_L1: 6.376 D_real: 0.022 D_fake: 0.010 +(epoch: 74, iters: 17832, time: 0.297, data: 0.019) G_GAN: 10.078 G_L1: 7.090 D_real: 0.041 D_fake: 0.001 +(epoch: 74, iters: 17932, time: 0.289, data: 0.018) G_GAN: 6.399 G_L1: 4.542 D_real: 0.002 D_fake: 0.026 +(epoch: 74, iters: 18032, time: 0.415, data: 0.019) G_GAN: 8.147 G_L1: 6.293 D_real: 0.000 D_fake: 0.002 +(epoch: 74, iters: 18132, time: 0.298, data: 0.018) G_GAN: 7.454 G_L1: 5.077 D_real: 0.007 D_fake: 0.007 +(epoch: 74, iters: 18232, time: 0.289, data: 0.019) G_GAN: 6.330 G_L1: 4.637 D_real: 0.100 D_fake: 0.139 +(epoch: 74, iters: 18332, time: 0.299, data: 0.018) G_GAN: 5.197 G_L1: 6.027 D_real: 0.038 D_fake: 0.024 +(epoch: 74, iters: 18432, time: 0.398, data: 0.019) G_GAN: 7.318 G_L1: 4.620 D_real: 0.000 D_fake: 0.155 +(epoch: 74, iters: 18532, time: 0.289, data: 0.018) G_GAN: 7.655 G_L1: 4.885 D_real: 0.003 D_fake: 0.005 +(epoch: 74, iters: 18632, time: 0.298, data: 0.022) G_GAN: 7.508 G_L1: 6.182 D_real: 0.011 D_fake: 0.031 +(epoch: 74, iters: 18732, time: 0.289, data: 0.017) G_GAN: 8.380 G_L1: 7.073 D_real: 0.002 D_fake: 0.006 +(epoch: 74, iters: 18832, time: 0.607, data: 0.018) G_GAN: 5.653 G_L1: 5.180 D_real: 0.002 D_fake: 0.015 +(epoch: 74, iters: 18932, time: 0.299, data: 0.019) G_GAN: 5.628 G_L1: 4.506 D_real: 0.024 D_fake: 0.034 +(epoch: 74, iters: 19032, time: 0.300, data: 0.018) G_GAN: 6.855 G_L1: 4.561 D_real: 0.002 D_fake: 0.013 +(epoch: 74, iters: 19132, time: 0.296, data: 0.019) G_GAN: 4.292 G_L1: 5.078 D_real: 0.000 D_fake: 0.050 +(epoch: 74, iters: 19232, time: 0.421, data: 0.018) G_GAN: 4.945 G_L1: 6.734 D_real: 0.001 D_fake: 0.036 +(epoch: 74, iters: 19332, time: 0.298, data: 0.020) G_GAN: 6.677 G_L1: 9.189 D_real: 0.000 D_fake: 0.013 +(epoch: 74, iters: 19432, time: 0.296, data: 0.019) G_GAN: 5.518 G_L1: 3.422 D_real: 0.006 D_fake: 0.047 +(epoch: 74, iters: 19532, time: 0.305, data: 0.019) G_GAN: 5.945 G_L1: 11.098 D_real: 0.000 D_fake: 0.014 +(epoch: 74, iters: 19632, time: 0.422, data: 0.019) G_GAN: 5.698 G_L1: 5.207 D_real: 0.003 D_fake: 0.045 +(epoch: 74, iters: 19732, time: 0.303, data: 0.019) G_GAN: 3.291 G_L1: 4.609 D_real: 0.003 D_fake: 0.189 +(epoch: 74, iters: 19832, time: 0.302, data: 0.019) G_GAN: 4.990 G_L1: 2.996 D_real: 0.000 D_fake: 0.021 +(epoch: 74, iters: 19932, time: 0.298, data: 0.019) G_GAN: 5.196 G_L1: 14.864 D_real: 0.001 D_fake: 0.079 +(epoch: 74, iters: 20032, time: 0.422, data: 0.019) G_GAN: 4.727 G_L1: 11.491 D_real: 0.001 D_fake: 0.093 +(epoch: 74, iters: 20132, time: 0.299, data: 0.020) G_GAN: 5.556 G_L1: 6.465 D_real: 0.155 D_fake: 0.091 +(epoch: 74, iters: 20232, time: 0.303, data: 0.022) G_GAN: 5.001 G_L1: 4.555 D_real: 0.000 D_fake: 0.016 +(epoch: 74, iters: 20332, time: 0.292, data: 0.019) G_GAN: 4.193 G_L1: 4.638 D_real: 0.005 D_fake: 0.073 +(epoch: 74, iters: 20432, time: 0.410, data: 0.018) G_GAN: 5.851 G_L1: 5.060 D_real: 0.001 D_fake: 0.033 +(epoch: 74, iters: 20532, time: 0.302, data: 0.020) G_GAN: 3.932 G_L1: 5.495 D_real: 0.001 D_fake: 0.153 +(epoch: 74, iters: 20632, time: 0.293, data: 0.018) G_GAN: 5.394 G_L1: 4.722 D_real: 0.011 D_fake: 0.056 +(epoch: 74, iters: 20732, time: 0.304, data: 0.021) G_GAN: 4.033 G_L1: 3.458 D_real: 0.000 D_fake: 0.074 +(epoch: 74, iters: 20832, time: 0.612, data: 0.019) G_GAN: 4.265 G_L1: 4.894 D_real: 0.000 D_fake: 0.153 +(epoch: 74, iters: 20932, time: 0.305, data: 0.020) G_GAN: 9.612 G_L1: 8.762 D_real: 0.000 D_fake: 0.009 +(epoch: 74, iters: 21032, time: 0.305, data: 0.021) G_GAN: 4.683 G_L1: 4.800 D_real: 0.003 D_fake: 0.243 +(epoch: 74, iters: 21132, time: 0.294, data: 0.019) G_GAN: 6.454 G_L1: 9.285 D_real: 0.000 D_fake: 0.057 +(epoch: 74, iters: 21232, time: 0.373, data: 0.018) G_GAN: 5.364 G_L1: 3.797 D_real: 0.000 D_fake: 0.038 +(epoch: 74, iters: 21332, time: 0.307, data: 0.019) G_GAN: 3.554 G_L1: 5.551 D_real: 0.000 D_fake: 0.256 +(epoch: 74, iters: 21432, time: 0.302, data: 0.019) G_GAN: 3.309 G_L1: 4.486 D_real: 0.001 D_fake: 0.094 +(epoch: 74, iters: 21532, time: 0.303, data: 0.023) G_GAN: 3.861 G_L1: 4.314 D_real: 0.000 D_fake: 0.069 +(epoch: 74, iters: 21632, time: 0.415, data: 0.018) G_GAN: 5.666 G_L1: 7.687 D_real: 0.004 D_fake: 0.153 +(epoch: 74, iters: 21732, time: 0.298, data: 0.021) G_GAN: 4.225 G_L1: 6.830 D_real: 0.001 D_fake: 0.100 +(epoch: 74, iters: 21832, time: 0.301, data: 0.018) G_GAN: 5.741 G_L1: 4.539 D_real: 0.011 D_fake: 0.015 +(epoch: 74, iters: 21932, time: 0.287, data: 0.019) G_GAN: 4.402 G_L1: 4.168 D_real: 0.006 D_fake: 0.118 +(epoch: 74, iters: 22032, time: 0.389, data: 0.020) G_GAN: 11.345 G_L1: 5.013 D_real: 0.038 D_fake: 2.866 +(epoch: 74, iters: 22132, time: 0.297, data: 0.018) G_GAN: 5.399 G_L1: 4.822 D_real: 0.000 D_fake: 0.037 +(epoch: 74, iters: 22232, time: 0.302, data: 0.017) G_GAN: 3.371 G_L1: 4.302 D_real: 0.003 D_fake: 0.200 +(epoch: 74, iters: 22332, time: 0.294, data: 0.022) G_GAN: 5.099 G_L1: 4.358 D_real: 0.000 D_fake: 0.030 +(epoch: 74, iters: 22432, time: 0.416, data: 0.018) G_GAN: 3.662 G_L1: 3.834 D_real: 0.000 D_fake: 0.109 +(epoch: 74, iters: 22532, time: 0.299, data: 0.019) G_GAN: 3.991 G_L1: 3.190 D_real: 0.001 D_fake: 0.085 +(epoch: 74, iters: 22632, time: 0.304, data: 0.019) G_GAN: 2.778 G_L1: 3.993 D_real: 0.000 D_fake: 0.169 +(epoch: 74, iters: 22732, time: 0.298, data: 0.019) G_GAN: 5.985 G_L1: 12.295 D_real: 0.001 D_fake: 0.086 +(epoch: 74, iters: 22832, time: 0.620, data: 0.019) G_GAN: 3.373 G_L1: 5.972 D_real: 0.002 D_fake: 0.190 +(epoch: 74, iters: 22932, time: 0.300, data: 0.018) G_GAN: 3.019 G_L1: 5.223 D_real: 0.002 D_fake: 0.587 +(epoch: 74, iters: 23032, time: 0.299, data: 0.018) G_GAN: 4.450 G_L1: 3.930 D_real: 0.001 D_fake: 0.043 +(epoch: 74, iters: 23132, time: 0.306, data: 0.019) G_GAN: 4.661 G_L1: 3.374 D_real: 0.001 D_fake: 0.010 +(epoch: 74, iters: 23232, time: 0.426, data: 0.019) G_GAN: 2.919 G_L1: 4.445 D_real: 0.000 D_fake: 0.097 +(epoch: 74, iters: 23332, time: 0.301, data: 0.020) G_GAN: 3.184 G_L1: 5.149 D_real: 0.000 D_fake: 0.345 +(epoch: 74, iters: 23432, time: 0.303, data: 0.019) G_GAN: 3.896 G_L1: 4.482 D_real: 0.000 D_fake: 0.111 +(epoch: 74, iters: 23532, time: 0.303, data: 0.019) G_GAN: 3.781 G_L1: 4.338 D_real: 0.000 D_fake: 0.152 +(epoch: 74, iters: 23632, time: 0.420, data: 0.019) G_GAN: 3.248 G_L1: 4.749 D_real: 0.000 D_fake: 0.142 +(epoch: 74, iters: 23732, time: 0.298, data: 0.019) G_GAN: 2.857 G_L1: 4.144 D_real: 0.000 D_fake: 0.387 +(epoch: 74, iters: 23832, time: 0.305, data: 0.020) G_GAN: 3.198 G_L1: 4.761 D_real: 0.000 D_fake: 0.044 +(epoch: 74, iters: 23932, time: 0.281, data: 0.020) G_GAN: 4.173 G_L1: 7.823 D_real: 0.000 D_fake: 0.135 +(epoch: 74, iters: 24032, time: 0.412, data: 0.016) G_GAN: 2.722 G_L1: 4.533 D_real: 0.001 D_fake: 0.146 +(epoch: 74, iters: 24132, time: 0.293, data: 0.018) G_GAN: 3.136 G_L1: 12.744 D_real: 0.000 D_fake: 0.486 +(epoch: 74, iters: 24232, time: 0.291, data: 0.022) G_GAN: 3.441 G_L1: 4.134 D_real: 0.000 D_fake: 0.174 +(epoch: 74, iters: 24332, time: 0.297, data: 0.018) G_GAN: 4.503 G_L1: 4.343 D_real: 0.000 D_fake: 0.081 +(epoch: 74, iters: 24432, time: 0.385, data: 0.019) G_GAN: 4.153 G_L1: 5.808 D_real: 0.002 D_fake: 0.176 +(epoch: 74, iters: 24532, time: 0.302, data: 0.019) G_GAN: 2.321 G_L1: 4.918 D_real: 0.078 D_fake: 0.075 +(epoch: 74, iters: 24632, time: 0.292, data: 0.018) G_GAN: 5.443 G_L1: 7.261 D_real: 0.001 D_fake: 0.382 +(epoch: 74, iters: 24732, time: 0.282, data: 0.018) G_GAN: 2.213 G_L1: 7.896 D_real: 0.006 D_fake: 0.367 +(epoch: 74, iters: 24832, time: 0.601, data: 0.017) G_GAN: 2.434 G_L1: 3.362 D_real: 0.000 D_fake: 0.288 +(epoch: 74, iters: 24932, time: 0.297, data: 0.018) G_GAN: 3.344 G_L1: 5.403 D_real: 0.000 D_fake: 0.088 +(epoch: 74, iters: 25032, time: 0.292, data: 0.017) G_GAN: 3.675 G_L1: 4.127 D_real: 0.000 D_fake: 0.066 +(epoch: 74, iters: 25132, time: 0.295, data: 0.017) G_GAN: 3.944 G_L1: 6.865 D_real: 0.000 D_fake: 0.071 +(epoch: 74, iters: 25232, time: 0.418, data: 0.019) G_GAN: 4.508 G_L1: 9.566 D_real: 0.000 D_fake: 0.043 +(epoch: 74, iters: 25332, time: 0.295, data: 0.017) G_GAN: 3.310 G_L1: 4.243 D_real: 0.001 D_fake: 0.143 +(epoch: 74, iters: 25432, time: 0.283, data: 0.017) G_GAN: 3.197 G_L1: 4.267 D_real: 0.003 D_fake: 0.323 +(epoch: 74, iters: 25532, time: 0.292, data: 0.016) G_GAN: 2.548 G_L1: 5.117 D_real: 0.000 D_fake: 0.158 +(epoch: 74, iters: 25632, time: 0.410, data: 0.019) G_GAN: 3.931 G_L1: 4.166 D_real: 0.000 D_fake: 0.093 +(epoch: 74, iters: 25732, time: 0.298, data: 0.018) G_GAN: 3.874 G_L1: 5.541 D_real: 0.001 D_fake: 0.308 +(epoch: 74, iters: 25832, time: 0.287, data: 0.019) G_GAN: 3.997 G_L1: 5.779 D_real: 0.000 D_fake: 0.136 +(epoch: 74, iters: 25932, time: 0.296, data: 0.017) G_GAN: 2.961 G_L1: 3.570 D_real: 0.000 D_fake: 0.252 +(epoch: 74, iters: 26032, time: 0.375, data: 0.018) G_GAN: 2.944 G_L1: 3.394 D_real: 0.000 D_fake: 0.502 +(epoch: 74, iters: 26132, time: 0.289, data: 0.014) G_GAN: 3.099 G_L1: 9.184 D_real: 0.000 D_fake: 0.554 +(epoch: 74, iters: 26232, time: 0.291, data: 0.016) G_GAN: 2.205 G_L1: 4.025 D_real: 0.003 D_fake: 0.279 +(epoch: 74, iters: 26332, time: 0.286, data: 0.018) G_GAN: 3.179 G_L1: 5.197 D_real: 0.000 D_fake: 0.703 +(epoch: 74, iters: 26432, time: 0.410, data: 0.017) G_GAN: 3.051 G_L1: 5.358 D_real: 0.000 D_fake: 0.178 +(epoch: 74, iters: 26532, time: 0.289, data: 0.020) G_GAN: 3.209 G_L1: 4.958 D_real: 0.001 D_fake: 0.078 +(epoch: 74, iters: 26632, time: 0.289, data: 0.021) G_GAN: 3.896 G_L1: 5.295 D_real: 0.000 D_fake: 0.075 +(epoch: 74, iters: 26732, time: 0.291, data: 0.018) G_GAN: 2.696 G_L1: 3.809 D_real: 0.000 D_fake: 0.143 +(epoch: 74, iters: 26832, time: 0.612, data: 0.018) G_GAN: 2.392 G_L1: 4.417 D_real: 0.000 D_fake: 0.175 +(epoch: 74, iters: 26932, time: 0.300, data: 0.017) G_GAN: 2.741 G_L1: 4.227 D_real: 0.000 D_fake: 0.301 +(epoch: 74, iters: 27032, time: 0.290, data: 0.018) G_GAN: 2.223 G_L1: 5.150 D_real: 0.000 D_fake: 0.663 +(epoch: 74, iters: 27132, time: 0.300, data: 0.019) G_GAN: 3.198 G_L1: 6.355 D_real: 0.000 D_fake: 0.952 +(epoch: 74, iters: 27232, time: 0.420, data: 0.020) G_GAN: 1.753 G_L1: 4.945 D_real: 0.001 D_fake: 0.398 +(epoch: 74, iters: 27332, time: 0.287, data: 0.017) G_GAN: 3.081 G_L1: 6.880 D_real: 0.000 D_fake: 0.369 +(epoch: 74, iters: 27432, time: 0.293, data: 0.018) G_GAN: 2.271 G_L1: 4.181 D_real: 0.000 D_fake: 0.321 +(epoch: 74, iters: 27532, time: 0.290, data: 0.017) G_GAN: 3.065 G_L1: 7.309 D_real: 0.000 D_fake: 0.914 +(epoch: 74, iters: 27632, time: 0.409, data: 0.019) G_GAN: 1.690 G_L1: 4.388 D_real: 0.000 D_fake: 0.651 +(epoch: 74, iters: 27732, time: 0.282, data: 0.017) G_GAN: 2.545 G_L1: 5.488 D_real: 0.000 D_fake: 0.341 +(epoch: 74, iters: 27832, time: 0.282, data: 0.016) G_GAN: 3.694 G_L1: 4.582 D_real: 0.001 D_fake: 0.050 +(epoch: 74, iters: 27932, time: 0.277, data: 0.018) G_GAN: 2.644 G_L1: 3.218 D_real: 0.001 D_fake: 0.164 +(epoch: 74, iters: 28032, time: 0.360, data: 0.017) G_GAN: 1.964 G_L1: 5.194 D_real: 0.000 D_fake: 0.413 +(epoch: 74, iters: 28132, time: 0.275, data: 0.015) G_GAN: 2.153 G_L1: 5.311 D_real: 0.000 D_fake: 0.354 +(epoch: 74, iters: 28232, time: 0.299, data: 0.015) G_GAN: 2.591 G_L1: 4.688 D_real: 0.000 D_fake: 0.452 +(epoch: 74, iters: 28332, time: 0.294, data: 0.018) G_GAN: 2.106 G_L1: 4.481 D_real: 0.000 D_fake: 0.522 +(epoch: 74, iters: 28432, time: 0.408, data: 0.017) G_GAN: 2.551 G_L1: 4.212 D_real: 0.000 D_fake: 0.223 +(epoch: 74, iters: 28532, time: 0.295, data: 0.017) G_GAN: 3.593 G_L1: 7.201 D_real: 0.000 D_fake: 0.409 +(epoch: 74, iters: 28632, time: 0.294, data: 0.018) G_GAN: 4.254 G_L1: 5.386 D_real: 0.000 D_fake: 0.059 +(epoch: 74, iters: 28732, time: 0.291, data: 0.018) G_GAN: 2.388 G_L1: 4.880 D_real: 0.003 D_fake: 0.516 +(epoch: 74, iters: 28832, time: 0.606, data: 0.019) G_GAN: 3.400 G_L1: 5.117 D_real: 0.000 D_fake: 0.074 +(epoch: 74, iters: 28932, time: 0.302, data: 0.019) G_GAN: 3.030 G_L1: 4.293 D_real: 0.000 D_fake: 0.121 +(epoch: 74, iters: 29032, time: 0.303, data: 0.021) G_GAN: 2.666 G_L1: 5.443 D_real: 0.000 D_fake: 0.246 +(epoch: 74, iters: 29132, time: 0.300, data: 0.019) G_GAN: 3.246 G_L1: 4.785 D_real: 0.026 D_fake: 0.280 +(epoch: 74, iters: 29232, time: 0.415, data: 0.019) G_GAN: 3.128 G_L1: 4.206 D_real: 0.010 D_fake: 0.646 +(epoch: 74, iters: 29332, time: 0.303, data: 0.019) G_GAN: 2.661 G_L1: 4.444 D_real: 0.000 D_fake: 0.598 +(epoch: 74, iters: 29432, time: 0.300, data: 0.020) G_GAN: 2.557 G_L1: 5.545 D_real: 0.000 D_fake: 0.192 +(epoch: 74, iters: 29532, time: 0.297, data: 0.021) G_GAN: 2.946 G_L1: 8.487 D_real: 0.007 D_fake: 0.567 +(epoch: 74, iters: 29632, time: 0.414, data: 0.020) G_GAN: 2.586 G_L1: 7.469 D_real: 0.000 D_fake: 0.408 +(epoch: 74, iters: 29732, time: 0.306, data: 0.019) G_GAN: 2.276 G_L1: 3.984 D_real: 0.000 D_fake: 0.471 +(epoch: 74, iters: 29832, time: 0.302, data: 0.021) G_GAN: 2.148 G_L1: 4.109 D_real: 0.000 D_fake: 0.242 +(epoch: 74, iters: 29932, time: 0.299, data: 0.019) G_GAN: 2.993 G_L1: 5.596 D_real: 0.000 D_fake: 0.230 +(epoch: 74, iters: 30032, time: 0.394, data: 0.019) G_GAN: 2.396 G_L1: 4.256 D_real: 0.000 D_fake: 0.324 +(epoch: 74, iters: 30132, time: 0.295, data: 0.019) G_GAN: 2.725 G_L1: 8.896 D_real: 0.000 D_fake: 1.107 +(epoch: 74, iters: 30232, time: 0.304, data: 0.018) G_GAN: 2.561 G_L1: 5.000 D_real: 0.000 D_fake: 0.248 +(epoch: 74, iters: 30332, time: 0.300, data: 0.021) G_GAN: 3.764 G_L1: 8.563 D_real: 0.001 D_fake: 0.436 +(epoch: 74, iters: 30432, time: 0.383, data: 0.022) G_GAN: 1.917 G_L1: 6.624 D_real: 0.113 D_fake: 0.594 +(epoch: 74, iters: 30532, time: 0.304, data: 0.019) G_GAN: 2.481 G_L1: 6.352 D_real: 0.000 D_fake: 0.408 +(epoch: 74, iters: 30632, time: 0.296, data: 0.020) G_GAN: 2.839 G_L1: 6.108 D_real: 0.000 D_fake: 0.941 +(epoch: 74, iters: 30732, time: 0.286, data: 0.018) G_GAN: 2.696 G_L1: 5.008 D_real: 0.000 D_fake: 0.210 +(epoch: 74, iters: 30832, time: 0.604, data: 0.016) G_GAN: 2.585 G_L1: 4.505 D_real: 0.000 D_fake: 0.589 +(epoch: 74, iters: 30932, time: 0.294, data: 0.019) G_GAN: 2.702 G_L1: 4.092 D_real: 0.000 D_fake: 0.149 +(epoch: 74, iters: 31032, time: 0.300, data: 0.019) G_GAN: 1.260 G_L1: 4.069 D_real: 0.000 D_fake: 0.263 +(epoch: 74, iters: 31132, time: 0.301, data: 0.019) G_GAN: 2.149 G_L1: 3.967 D_real: 0.000 D_fake: 0.194 +(epoch: 74, iters: 31232, time: 0.415, data: 0.019) G_GAN: 2.271 G_L1: 3.862 D_real: 0.000 D_fake: 0.166 +(epoch: 74, iters: 31332, time: 0.302, data: 0.018) G_GAN: 3.205 G_L1: 5.188 D_real: 0.000 D_fake: 0.178 +(epoch: 74, iters: 31432, time: 0.299, data: 0.019) G_GAN: 1.479 G_L1: 5.293 D_real: 0.000 D_fake: 0.561 +(epoch: 74, iters: 31532, time: 0.301, data: 0.019) G_GAN: 1.547 G_L1: 3.899 D_real: 0.001 D_fake: 0.266 +(epoch: 74, iters: 31632, time: 0.396, data: 0.019) G_GAN: 1.558 G_L1: 3.790 D_real: 0.000 D_fake: 0.693 +(epoch: 74, iters: 31732, time: 0.302, data: 0.021) G_GAN: 1.589 G_L1: 4.031 D_real: 0.000 D_fake: 0.443 +(epoch: 74, iters: 31832, time: 0.302, data: 0.019) G_GAN: 1.330 G_L1: 4.390 D_real: 0.000 D_fake: 0.551 +(epoch: 74, iters: 31932, time: 0.302, data: 0.021) G_GAN: 2.188 G_L1: 4.542 D_real: 0.007 D_fake: 0.510 +(epoch: 74, iters: 32032, time: 0.408, data: 0.021) G_GAN: 3.099 G_L1: 5.844 D_real: 0.001 D_fake: 0.805 +(epoch: 74, iters: 32132, time: 0.295, data: 0.016) G_GAN: 2.833 G_L1: 3.815 D_real: 0.001 D_fake: 0.223 +(epoch: 74, iters: 32232, time: 0.300, data: 0.018) G_GAN: 2.648 G_L1: 3.393 D_real: 0.000 D_fake: 0.244 +(epoch: 74, iters: 32332, time: 0.290, data: 0.018) G_GAN: 1.848 G_L1: 4.486 D_real: 0.007 D_fake: 0.390 +(epoch: 74, iters: 32432, time: 0.415, data: 0.018) G_GAN: 2.760 G_L1: 4.773 D_real: 0.005 D_fake: 0.179 +(epoch: 74, iters: 32532, time: 0.304, data: 0.019) G_GAN: 2.030 G_L1: 3.461 D_real: 0.000 D_fake: 0.341 +(epoch: 74, iters: 32632, time: 0.302, data: 0.019) G_GAN: 3.479 G_L1: 4.078 D_real: 0.000 D_fake: 0.110 +(epoch: 74, iters: 32732, time: 0.300, data: 0.020) G_GAN: 1.425 G_L1: 4.782 D_real: 0.000 D_fake: 0.394 +(epoch: 74, iters: 32832, time: 0.617, data: 0.019) G_GAN: 2.319 G_L1: 4.729 D_real: 0.000 D_fake: 0.351 +(epoch: 74, iters: 32932, time: 0.300, data: 0.018) G_GAN: 2.707 G_L1: 7.147 D_real: 0.000 D_fake: 0.224 +(epoch: 74, iters: 33032, time: 0.295, data: 0.018) G_GAN: 2.743 G_L1: 4.532 D_real: 0.000 D_fake: 0.174 +(epoch: 74, iters: 33132, time: 0.304, data: 0.021) G_GAN: 2.161 G_L1: 3.980 D_real: 0.000 D_fake: 0.183 +(epoch: 74, iters: 33232, time: 0.419, data: 0.019) G_GAN: 2.116 G_L1: 7.824 D_real: 0.000 D_fake: 0.176 +(epoch: 74, iters: 33332, time: 0.306, data: 0.019) G_GAN: 3.910 G_L1: 7.134 D_real: 0.000 D_fake: 0.179 +(epoch: 74, iters: 33432, time: 0.294, data: 0.020) G_GAN: 2.353 G_L1: 6.988 D_real: 0.001 D_fake: 0.329 +(epoch: 74, iters: 33532, time: 0.293, data: 0.018) G_GAN: 1.817 G_L1: 5.434 D_real: 0.000 D_fake: 0.622 +(epoch: 74, iters: 33632, time: 0.387, data: 0.019) G_GAN: 2.109 G_L1: 3.788 D_real: 0.000 D_fake: 1.412 +(epoch: 74, iters: 33732, time: 0.305, data: 0.018) G_GAN: 2.058 G_L1: 4.061 D_real: 0.000 D_fake: 0.179 +(epoch: 74, iters: 33832, time: 0.295, data: 0.022) G_GAN: 2.677 G_L1: 7.264 D_real: 0.000 D_fake: 0.349 +(epoch: 74, iters: 33932, time: 0.295, data: 0.019) G_GAN: 1.298 G_L1: 5.622 D_real: 0.000 D_fake: 1.240 +(epoch: 74, iters: 34032, time: 0.424, data: 0.020) G_GAN: 2.614 G_L1: 7.892 D_real: 0.002 D_fake: 0.225 +(epoch: 74, iters: 34132, time: 0.297, data: 0.018) G_GAN: 1.221 G_L1: 3.756 D_real: 0.000 D_fake: 0.500 +(epoch: 74, iters: 34232, time: 0.301, data: 0.023) G_GAN: 2.500 G_L1: 9.363 D_real: 0.000 D_fake: 0.565 +(epoch: 74, iters: 34332, time: 0.295, data: 0.020) G_GAN: 1.960 G_L1: 6.748 D_real: 0.000 D_fake: 0.317 +(epoch: 74, iters: 34432, time: 0.412, data: 0.018) G_GAN: 1.827 G_L1: 4.691 D_real: 0.000 D_fake: 0.617 +(epoch: 74, iters: 34532, time: 0.303, data: 0.019) G_GAN: 1.384 G_L1: 4.073 D_real: 0.033 D_fake: 0.362 +(epoch: 74, iters: 34632, time: 0.306, data: 0.020) G_GAN: 3.455 G_L1: 5.160 D_real: 0.008 D_fake: 0.294 +(epoch: 74, iters: 34732, time: 0.303, data: 0.019) G_GAN: 2.284 G_L1: 4.575 D_real: 0.001 D_fake: 0.234 +(epoch: 74, iters: 34832, time: 0.554, data: 0.019) G_GAN: 2.506 G_L1: 3.991 D_real: 0.003 D_fake: 0.189 +(epoch: 74, iters: 34932, time: 0.297, data: 0.018) G_GAN: 1.883 G_L1: 6.245 D_real: 0.000 D_fake: 0.484 +(epoch: 74, iters: 35032, time: 0.302, data: 0.019) G_GAN: 1.645 G_L1: 4.502 D_real: 0.000 D_fake: 0.261 +(epoch: 74, iters: 35132, time: 0.291, data: 0.019) G_GAN: 2.532 G_L1: 8.115 D_real: 0.000 D_fake: 0.195 +(epoch: 74, iters: 35232, time: 0.421, data: 0.018) G_GAN: 1.530 G_L1: 3.852 D_real: 0.000 D_fake: 0.653 +(epoch: 74, iters: 35332, time: 0.298, data: 0.018) G_GAN: 2.014 G_L1: 5.190 D_real: 0.002 D_fake: 0.465 +(epoch: 74, iters: 35432, time: 0.297, data: 0.017) G_GAN: 1.772 G_L1: 3.901 D_real: 0.012 D_fake: 0.270 +(epoch: 74, iters: 35532, time: 0.304, data: 0.019) G_GAN: 2.702 G_L1: 4.096 D_real: 0.000 D_fake: 0.279 +(epoch: 74, iters: 35632, time: 0.419, data: 0.019) G_GAN: 1.761 G_L1: 3.823 D_real: 0.001 D_fake: 0.321 +(epoch: 74, iters: 35732, time: 0.303, data: 0.018) G_GAN: 1.955 G_L1: 4.179 D_real: 0.000 D_fake: 0.264 +(epoch: 74, iters: 35832, time: 0.291, data: 0.018) G_GAN: 3.274 G_L1: 6.098 D_real: 0.000 D_fake: 0.243 +(epoch: 74, iters: 35932, time: 0.303, data: 0.016) G_GAN: 1.998 G_L1: 5.021 D_real: 0.000 D_fake: 0.438 +(epoch: 74, iters: 36032, time: 0.396, data: 0.017) G_GAN: 3.001 G_L1: 6.791 D_real: 0.000 D_fake: 0.380 +(epoch: 74, iters: 36132, time: 0.300, data: 0.019) G_GAN: 1.446 G_L1: 5.843 D_real: 0.001 D_fake: 0.442 +(epoch: 74, iters: 36232, time: 0.294, data: 0.019) G_GAN: 2.322 G_L1: 4.085 D_real: 0.000 D_fake: 0.183 +(epoch: 74, iters: 36332, time: 0.306, data: 0.019) G_GAN: 2.366 G_L1: 6.357 D_real: 0.000 D_fake: 0.208 +(epoch: 74, iters: 36432, time: 0.395, data: 0.020) G_GAN: 1.431 G_L1: 4.115 D_real: 0.000 D_fake: 0.544 +(epoch: 74, iters: 36532, time: 0.300, data: 0.019) G_GAN: 2.483 G_L1: 4.368 D_real: 0.000 D_fake: 0.185 +(epoch: 74, iters: 36632, time: 0.294, data: 0.019) G_GAN: 1.514 G_L1: 5.316 D_real: 0.000 D_fake: 0.514 +(epoch: 74, iters: 36732, time: 0.304, data: 0.018) G_GAN: 1.105 G_L1: 5.128 D_real: 0.001 D_fake: 1.507 +(epoch: 74, iters: 36832, time: 0.591, data: 0.019) G_GAN: 2.134 G_L1: 6.227 D_real: 0.000 D_fake: 0.296 +(epoch: 74, iters: 36932, time: 0.302, data: 0.021) G_GAN: 1.773 G_L1: 4.539 D_real: 0.000 D_fake: 0.348 +(epoch: 74, iters: 37032, time: 0.296, data: 0.020) G_GAN: 1.916 G_L1: 5.106 D_real: 0.000 D_fake: 0.624 +(epoch: 74, iters: 37132, time: 0.287, data: 0.017) G_GAN: 2.788 G_L1: 6.351 D_real: 0.000 D_fake: 0.307 +(epoch: 74, iters: 37232, time: 0.429, data: 0.018) G_GAN: 2.051 G_L1: 5.505 D_real: 0.000 D_fake: 0.608 +(epoch: 74, iters: 37332, time: 0.290, data: 0.018) G_GAN: 1.416 G_L1: 3.301 D_real: 0.026 D_fake: 0.737 +(epoch: 74, iters: 37432, time: 0.296, data: 0.021) G_GAN: 1.699 G_L1: 5.263 D_real: 0.000 D_fake: 0.239 +(epoch: 74, iters: 37532, time: 0.295, data: 0.017) G_GAN: 1.188 G_L1: 3.793 D_real: 0.001 D_fake: 0.549 +(epoch: 74, iters: 37632, time: 0.397, data: 0.018) G_GAN: 1.433 G_L1: 3.840 D_real: 0.000 D_fake: 0.458 +(epoch: 74, iters: 37732, time: 0.297, data: 0.018) G_GAN: 2.087 G_L1: 8.241 D_real: 0.000 D_fake: 0.787 +(epoch: 74, iters: 37832, time: 0.303, data: 0.020) G_GAN: 2.487 G_L1: 5.058 D_real: 0.000 D_fake: 0.308 +(epoch: 74, iters: 37932, time: 0.292, data: 0.023) G_GAN: 2.534 G_L1: 5.589 D_real: 0.007 D_fake: 0.174 +(epoch: 74, iters: 38032, time: 0.387, data: 0.018) G_GAN: 1.445 G_L1: 4.784 D_real: 0.000 D_fake: 0.865 +(epoch: 74, iters: 38132, time: 0.297, data: 0.018) G_GAN: 1.644 G_L1: 4.743 D_real: 0.000 D_fake: 0.457 +(epoch: 74, iters: 38232, time: 0.297, data: 0.019) G_GAN: 1.599 G_L1: 6.394 D_real: 0.000 D_fake: 0.391 +(epoch: 74, iters: 38332, time: 0.294, data: 0.019) G_GAN: 1.562 G_L1: 4.023 D_real: 0.000 D_fake: 0.348 +(epoch: 74, iters: 38432, time: 0.423, data: 0.020) G_GAN: 0.989 G_L1: 4.274 D_real: 0.000 D_fake: 0.857 +(epoch: 74, iters: 38532, time: 0.301, data: 0.018) G_GAN: 1.446 G_L1: 3.767 D_real: 0.000 D_fake: 0.602 +(epoch: 74, iters: 38632, time: 0.293, data: 0.019) G_GAN: 1.878 G_L1: 4.665 D_real: 0.001 D_fake: 0.946 +(epoch: 74, iters: 38732, time: 0.296, data: 0.018) G_GAN: 2.496 G_L1: 4.521 D_real: 0.006 D_fake: 0.471 +(epoch: 74, iters: 38832, time: 0.635, data: 0.019) G_GAN: 2.060 G_L1: 3.854 D_real: 0.007 D_fake: 0.406 +(epoch: 74, iters: 38932, time: 0.310, data: 0.019) G_GAN: 2.179 G_L1: 4.306 D_real: 0.042 D_fake: 0.317 +(epoch: 74, iters: 39032, time: 0.299, data: 0.020) G_GAN: 2.528 G_L1: 4.675 D_real: 0.022 D_fake: 0.223 +(epoch: 74, iters: 39132, time: 0.304, data: 0.020) G_GAN: 2.197 G_L1: 3.909 D_real: 0.006 D_fake: 0.204 +(epoch: 74, iters: 39232, time: 0.420, data: 0.019) G_GAN: 4.054 G_L1: 5.381 D_real: 0.000 D_fake: 0.216 +(epoch: 74, iters: 39332, time: 0.301, data: 0.018) G_GAN: 2.209 G_L1: 4.929 D_real: 0.000 D_fake: 0.712 +(epoch: 74, iters: 39432, time: 0.282, data: 0.018) G_GAN: 2.089 G_L1: 5.282 D_real: 0.067 D_fake: 0.311 +(epoch: 74, iters: 39532, time: 0.296, data: 0.016) G_GAN: 2.232 G_L1: 4.425 D_real: 0.001 D_fake: 0.794 +(epoch: 74, iters: 39632, time: 0.405, data: 0.020) G_GAN: 1.868 G_L1: 7.200 D_real: 0.530 D_fake: 0.461 +(epoch: 74, iters: 39732, time: 0.305, data: 0.018) G_GAN: 2.331 G_L1: 4.039 D_real: 0.002 D_fake: 0.219 +(epoch: 74, iters: 39832, time: 0.297, data: 0.019) G_GAN: 1.500 G_L1: 4.206 D_real: 0.001 D_fake: 0.570 +(epoch: 74, iters: 39932, time: 0.297, data: 0.018) G_GAN: 1.661 G_L1: 4.913 D_real: 0.002 D_fake: 0.466 +(epoch: 74, iters: 40032, time: 0.413, data: 0.019) G_GAN: 3.231 G_L1: 5.806 D_real: 0.000 D_fake: 0.152 +(epoch: 74, iters: 40132, time: 0.294, data: 0.020) G_GAN: 2.596 G_L1: 5.436 D_real: 0.003 D_fake: 0.256 +(epoch: 74, iters: 40232, time: 0.290, data: 0.019) G_GAN: 1.990 G_L1: 4.255 D_real: 0.001 D_fake: 0.309 +(epoch: 74, iters: 40332, time: 0.302, data: 0.021) G_GAN: 2.637 G_L1: 5.290 D_real: 0.002 D_fake: 0.344 +(epoch: 74, iters: 40432, time: 0.391, data: 0.019) G_GAN: 2.980 G_L1: 4.787 D_real: 0.000 D_fake: 0.147 +(epoch: 74, iters: 40532, time: 0.296, data: 0.019) G_GAN: 1.660 G_L1: 4.943 D_real: 0.007 D_fake: 0.356 +(epoch: 74, iters: 40632, time: 0.297, data: 0.019) G_GAN: 1.342 G_L1: 5.370 D_real: 0.007 D_fake: 0.611 +(epoch: 74, iters: 40732, time: 0.296, data: 0.019) G_GAN: 2.054 G_L1: 7.135 D_real: 0.001 D_fake: 0.647 +(epoch: 74, iters: 40832, time: 0.603, data: 0.019) G_GAN: 2.947 G_L1: 7.679 D_real: 0.008 D_fake: 0.223 +(epoch: 74, iters: 40932, time: 0.302, data: 0.018) G_GAN: 2.124 G_L1: 3.886 D_real: 0.002 D_fake: 0.391 +(epoch: 74, iters: 41032, time: 0.301, data: 0.019) G_GAN: 2.236 G_L1: 5.294 D_real: 0.000 D_fake: 0.409 +(epoch: 74, iters: 41132, time: 0.284, data: 0.019) G_GAN: 2.250 G_L1: 4.015 D_real: 0.000 D_fake: 0.148 +(epoch: 74, iters: 41232, time: 0.421, data: 0.017) G_GAN: 1.890 G_L1: 4.753 D_real: 0.000 D_fake: 0.234 +(epoch: 74, iters: 41332, time: 0.300, data: 0.020) G_GAN: 2.116 G_L1: 3.472 D_real: 0.001 D_fake: 0.417 +(epoch: 74, iters: 41432, time: 0.292, data: 0.021) G_GAN: 2.274 G_L1: 5.207 D_real: 0.000 D_fake: 0.141 +(epoch: 74, iters: 41532, time: 0.290, data: 0.021) G_GAN: 1.717 G_L1: 8.182 D_real: 1.288 D_fake: 0.176 +(epoch: 74, iters: 41632, time: 0.425, data: 0.018) G_GAN: 2.645 G_L1: 5.443 D_real: 0.013 D_fake: 0.465 +(epoch: 74, iters: 41732, time: 0.302, data: 0.020) G_GAN: 3.406 G_L1: 5.848 D_real: 0.091 D_fake: 0.269 +(epoch: 74, iters: 41832, time: 0.305, data: 0.019) G_GAN: 1.793 G_L1: 5.025 D_real: 0.001 D_fake: 0.441 +(epoch: 74, iters: 41932, time: 0.302, data: 0.019) G_GAN: 2.272 G_L1: 6.125 D_real: 0.000 D_fake: 0.477 +(epoch: 74, iters: 42032, time: 0.421, data: 0.020) G_GAN: 2.549 G_L1: 6.056 D_real: 0.002 D_fake: 0.262 +(epoch: 74, iters: 42132, time: 0.296, data: 0.019) G_GAN: 2.767 G_L1: 5.945 D_real: 0.326 D_fake: 0.086 +(epoch: 74, iters: 42232, time: 0.301, data: 0.019) G_GAN: 3.413 G_L1: 6.091 D_real: 0.002 D_fake: 0.122 +(epoch: 74, iters: 42332, time: 0.302, data: 0.020) G_GAN: 2.861 G_L1: 5.466 D_real: 0.002 D_fake: 0.225 +(epoch: 74, iters: 42432, time: 0.404, data: 0.020) G_GAN: 1.551 G_L1: 3.882 D_real: 0.000 D_fake: 0.569 +(epoch: 74, iters: 42532, time: 0.299, data: 0.019) G_GAN: 1.604 G_L1: 4.500 D_real: 0.001 D_fake: 0.551 +(epoch: 74, iters: 42632, time: 0.298, data: 0.017) G_GAN: 2.715 G_L1: 5.880 D_real: 0.006 D_fake: 0.235 +(epoch: 74, iters: 42732, time: 0.305, data: 0.018) G_GAN: 2.238 G_L1: 4.561 D_real: 0.002 D_fake: 0.270 +(epoch: 74, iters: 42832, time: 0.606, data: 0.021) G_GAN: 2.916 G_L1: 6.444 D_real: 0.020 D_fake: 0.171 +(epoch: 74, iters: 42932, time: 0.304, data: 0.018) G_GAN: 2.482 G_L1: 6.026 D_real: 0.029 D_fake: 0.154 +(epoch: 74, iters: 43032, time: 0.304, data: 0.019) G_GAN: 4.774 G_L1: 7.245 D_real: 0.003 D_fake: 1.082 +(epoch: 74, iters: 43132, time: 0.291, data: 0.024) G_GAN: 3.598 G_L1: 5.747 D_real: 0.127 D_fake: 0.067 +(epoch: 74, iters: 43232, time: 0.408, data: 0.018) G_GAN: 2.937 G_L1: 5.369 D_real: 0.015 D_fake: 0.460 +(epoch: 74, iters: 43332, time: 0.303, data: 0.018) G_GAN: 3.469 G_L1: 3.531 D_real: 0.056 D_fake: 0.212 +(epoch: 74, iters: 43432, time: 0.295, data: 0.019) G_GAN: 3.547 G_L1: 5.603 D_real: 0.007 D_fake: 0.332 +(epoch: 74, iters: 43532, time: 0.299, data: 0.018) G_GAN: 2.758 G_L1: 4.480 D_real: 0.001 D_fake: 0.502 +(epoch: 74, iters: 43632, time: 0.406, data: 0.019) G_GAN: 2.686 G_L1: 4.523 D_real: 0.004 D_fake: 0.156 +(epoch: 74, iters: 43732, time: 0.292, data: 0.017) G_GAN: 2.408 G_L1: 5.078 D_real: 0.004 D_fake: 0.530 +(epoch: 74, iters: 43832, time: 0.289, data: 0.017) G_GAN: 3.266 G_L1: 6.315 D_real: 0.001 D_fake: 0.186 +(epoch: 74, iters: 43932, time: 0.301, data: 0.018) G_GAN: 2.225 G_L1: 4.219 D_real: 0.000 D_fake: 0.462 +(epoch: 74, iters: 44032, time: 0.414, data: 0.020) G_GAN: 2.136 G_L1: 4.084 D_real: 0.000 D_fake: 0.279 +(epoch: 74, iters: 44132, time: 0.295, data: 0.018) G_GAN: 4.069 G_L1: 6.159 D_real: 0.004 D_fake: 0.340 +(epoch: 74, iters: 44232, time: 0.282, data: 0.018) G_GAN: 1.528 G_L1: 3.387 D_real: 0.005 D_fake: 0.281 +(epoch: 74, iters: 44332, time: 0.305, data: 0.017) G_GAN: 4.091 G_L1: 3.008 D_real: 0.051 D_fake: 0.048 +(epoch: 74, iters: 44432, time: 0.395, data: 0.019) G_GAN: 1.954 G_L1: 4.348 D_real: 0.002 D_fake: 0.403 +(epoch: 74, iters: 44532, time: 0.276, data: 0.018) G_GAN: 2.084 G_L1: 4.657 D_real: 0.142 D_fake: 0.729 +(epoch: 74, iters: 44632, time: 0.303, data: 0.017) G_GAN: 6.961 G_L1: 5.238 D_real: 0.357 D_fake: 0.046 +(epoch: 74, iters: 44732, time: 0.305, data: 0.019) G_GAN: 4.025 G_L1: 3.799 D_real: 0.198 D_fake: 0.135 +(epoch: 74, iters: 44832, time: 0.614, data: 0.020) G_GAN: 2.376 G_L1: 4.524 D_real: 0.002 D_fake: 0.902 +(epoch: 74, iters: 44932, time: 0.306, data: 0.019) G_GAN: 3.565 G_L1: 4.384 D_real: 0.001 D_fake: 0.088 +(epoch: 74, iters: 45032, time: 0.297, data: 0.019) G_GAN: 4.460 G_L1: 5.381 D_real: 0.002 D_fake: 0.103 +(epoch: 74, iters: 45132, time: 0.303, data: 0.018) G_GAN: 2.882 G_L1: 6.111 D_real: 0.007 D_fake: 0.408 +(epoch: 74, iters: 45232, time: 0.408, data: 0.019) G_GAN: 2.867 G_L1: 6.302 D_real: 0.012 D_fake: 0.464 +(epoch: 74, iters: 45332, time: 0.291, data: 0.019) G_GAN: 2.325 G_L1: 5.140 D_real: 0.001 D_fake: 0.279 +(epoch: 74, iters: 45432, time: 0.303, data: 0.019) G_GAN: 2.270 G_L1: 4.674 D_real: 0.049 D_fake: 0.151 +(epoch: 74, iters: 45532, time: 0.303, data: 0.019) G_GAN: 2.930 G_L1: 6.209 D_real: 0.004 D_fake: 0.130 +(epoch: 74, iters: 45632, time: 0.416, data: 0.022) G_GAN: 2.490 G_L1: 5.019 D_real: 0.001 D_fake: 0.291 +(epoch: 74, iters: 45732, time: 0.295, data: 0.020) G_GAN: 2.799 G_L1: 5.345 D_real: 0.018 D_fake: 0.333 +(epoch: 74, iters: 45832, time: 0.302, data: 0.019) G_GAN: 3.106 G_L1: 3.592 D_real: 0.010 D_fake: 0.227 +(epoch: 74, iters: 45932, time: 0.291, data: 0.019) G_GAN: 3.348 G_L1: 3.693 D_real: 0.004 D_fake: 0.310 +(epoch: 74, iters: 46032, time: 0.403, data: 0.018) G_GAN: 4.023 G_L1: 4.138 D_real: 0.010 D_fake: 0.883 +(epoch: 74, iters: 46132, time: 0.255, data: 0.016) G_GAN: 3.776 G_L1: 5.826 D_real: 0.067 D_fake: 0.073 +(epoch: 74, iters: 46232, time: 0.305, data: 0.016) G_GAN: 3.692 G_L1: 3.030 D_real: 0.010 D_fake: 0.100 +(epoch: 74, iters: 46332, time: 0.303, data: 0.020) G_GAN: 3.727 G_L1: 3.735 D_real: 0.011 D_fake: 0.149 +(epoch: 74, iters: 46432, time: 0.423, data: 0.022) G_GAN: 2.685 G_L1: 4.760 D_real: 0.000 D_fake: 0.299 +(epoch: 74, iters: 46532, time: 0.300, data: 0.017) G_GAN: 2.996 G_L1: 4.654 D_real: 0.042 D_fake: 0.157 +(epoch: 74, iters: 46632, time: 0.301, data: 0.018) G_GAN: 3.086 G_L1: 4.530 D_real: 0.000 D_fake: 0.181 +(epoch: 74, iters: 46732, time: 0.295, data: 0.022) G_GAN: 2.981 G_L1: 4.518 D_real: 0.085 D_fake: 0.225 +(epoch: 74, iters: 46832, time: 0.609, data: 0.018) G_GAN: 5.201 G_L1: 6.362 D_real: 0.026 D_fake: 0.028 +(epoch: 74, iters: 46932, time: 0.293, data: 0.020) G_GAN: 2.034 G_L1: 4.487 D_real: 0.001 D_fake: 0.209 +(epoch: 74, iters: 47032, time: 0.301, data: 0.018) G_GAN: 3.022 G_L1: 3.571 D_real: 0.004 D_fake: 0.156 +(epoch: 74, iters: 47132, time: 0.300, data: 0.018) G_GAN: 2.864 G_L1: 3.961 D_real: 0.000 D_fake: 0.182 +(epoch: 74, iters: 47232, time: 0.412, data: 0.020) G_GAN: 2.119 G_L1: 4.860 D_real: 0.000 D_fake: 0.392 +(epoch: 74, iters: 47332, time: 0.301, data: 0.018) G_GAN: 3.161 G_L1: 7.011 D_real: 0.001 D_fake: 0.095 +(epoch: 74, iters: 47432, time: 0.280, data: 0.020) G_GAN: 4.569 G_L1: 7.317 D_real: 0.011 D_fake: 0.093 +(epoch: 74, iters: 47532, time: 0.305, data: 0.019) G_GAN: 4.317 G_L1: 5.390 D_real: 0.002 D_fake: 0.191 +(epoch: 74, iters: 47632, time: 0.425, data: 0.020) G_GAN: 2.403 G_L1: 4.331 D_real: 0.141 D_fake: 0.370 +(epoch: 74, iters: 47732, time: 0.303, data: 0.019) G_GAN: 2.312 G_L1: 3.942 D_real: 0.455 D_fake: 0.166 +(epoch: 74, iters: 47832, time: 0.298, data: 0.019) G_GAN: 3.008 G_L1: 3.747 D_real: 0.024 D_fake: 0.263 +(epoch: 74, iters: 47932, time: 0.290, data: 0.019) G_GAN: 2.668 G_L1: 4.083 D_real: 0.015 D_fake: 0.152 +(epoch: 74, iters: 48032, time: 0.421, data: 0.018) G_GAN: 2.594 G_L1: 4.207 D_real: 0.007 D_fake: 0.306 +(epoch: 74, iters: 48132, time: 0.302, data: 0.021) G_GAN: 3.509 G_L1: 4.238 D_real: 0.004 D_fake: 0.327 +(epoch: 74, iters: 48232, time: 0.291, data: 0.019) G_GAN: 3.880 G_L1: 4.337 D_real: 0.002 D_fake: 0.540 +(epoch: 74, iters: 48332, time: 0.299, data: 0.017) G_GAN: 4.493 G_L1: 3.552 D_real: 0.016 D_fake: 0.421 +(epoch: 74, iters: 48432, time: 0.409, data: 0.018) G_GAN: 5.142 G_L1: 6.393 D_real: 0.001 D_fake: 0.045 +(epoch: 74, iters: 48532, time: 0.303, data: 0.019) G_GAN: 3.408 G_L1: 2.305 D_real: 0.001 D_fake: 0.203 +(epoch: 74, iters: 48632, time: 0.294, data: 0.019) G_GAN: 5.627 G_L1: 6.148 D_real: 0.003 D_fake: 0.019 +(epoch: 74, iters: 48732, time: 0.304, data: 0.019) G_GAN: 4.086 G_L1: 3.240 D_real: 0.055 D_fake: 0.405 +(epoch: 74, iters: 48832, time: 0.612, data: 0.020) G_GAN: 6.607 G_L1: 4.382 D_real: 0.001 D_fake: 0.009 +(epoch: 74, iters: 48932, time: 0.295, data: 0.019) G_GAN: 3.410 G_L1: 2.952 D_real: 0.235 D_fake: 0.062 +(epoch: 74, iters: 49032, time: 0.308, data: 0.021) G_GAN: 6.030 G_L1: 6.004 D_real: 0.459 D_fake: 0.010 +(epoch: 74, iters: 49132, time: 0.300, data: 0.019) G_GAN: 4.226 G_L1: 3.618 D_real: 0.018 D_fake: 0.058 +(epoch: 74, iters: 49232, time: 0.389, data: 0.028) G_GAN: 2.654 G_L1: 3.291 D_real: 0.050 D_fake: 0.258 +(epoch: 74, iters: 49332, time: 0.300, data: 0.019) G_GAN: 5.563 G_L1: 2.874 D_real: 0.090 D_fake: 0.042 +(epoch: 74, iters: 49432, time: 0.303, data: 0.020) G_GAN: 3.788 G_L1: 4.051 D_real: 0.007 D_fake: 0.112 +(epoch: 74, iters: 49532, time: 0.300, data: 0.019) G_GAN: 3.460 G_L1: 3.423 D_real: 0.080 D_fake: 0.051 +(epoch: 74, iters: 49632, time: 0.407, data: 0.020) G_GAN: 3.786 G_L1: 8.082 D_real: 0.036 D_fake: 0.058 +(epoch: 74, iters: 49732, time: 0.304, data: 0.017) G_GAN: 4.510 G_L1: 3.504 D_real: 0.081 D_fake: 0.064 +(epoch: 74, iters: 49832, time: 0.289, data: 0.018) G_GAN: 4.162 G_L1: 2.231 D_real: 0.043 D_fake: 0.062 +(epoch: 74, iters: 49932, time: 0.303, data: 0.018) G_GAN: 4.248 G_L1: 5.363 D_real: 0.008 D_fake: 0.173 +(epoch: 74, iters: 50032, time: 0.409, data: 0.019) G_GAN: 3.812 G_L1: 3.875 D_real: 0.116 D_fake: 0.053 +(epoch: 74, iters: 50132, time: 0.302, data: 0.019) G_GAN: 4.703 G_L1: 3.973 D_real: 0.017 D_fake: 0.183 +(epoch: 74, iters: 50232, time: 0.305, data: 0.019) G_GAN: 4.748 G_L1: 3.547 D_real: 0.093 D_fake: 0.063 +(epoch: 74, iters: 50332, time: 0.304, data: 0.019) G_GAN: 4.092 G_L1: 4.467 D_real: 0.067 D_fake: 0.059 +(epoch: 74, iters: 50432, time: 0.409, data: 0.020) G_GAN: 5.130 G_L1: 8.931 D_real: 0.028 D_fake: 0.083 +(epoch: 74, iters: 50532, time: 0.308, data: 0.018) G_GAN: 5.512 G_L1: 4.767 D_real: 0.278 D_fake: 0.007 +(epoch: 74, iters: 50632, time: 0.294, data: 0.018) G_GAN: 4.439 G_L1: 7.050 D_real: 0.050 D_fake: 0.174 +(epoch: 74, iters: 50732, time: 0.290, data: 0.019) G_GAN: 4.212 G_L1: 3.856 D_real: 0.210 D_fake: 0.020 +(epoch: 74, iters: 50832, time: 0.562, data: 0.018) G_GAN: 4.425 G_L1: 4.309 D_real: 0.059 D_fake: 0.043 +(epoch: 74, iters: 50932, time: 0.297, data: 0.020) G_GAN: 4.900 G_L1: 3.920 D_real: 0.143 D_fake: 0.040 +(epoch: 74, iters: 51032, time: 0.304, data: 0.019) G_GAN: 4.561 G_L1: 2.857 D_real: 0.000 D_fake: 0.059 +(epoch: 74, iters: 51132, time: 0.302, data: 0.020) G_GAN: 5.138 G_L1: 4.113 D_real: 0.042 D_fake: 0.046 +(epoch: 74, iters: 51232, time: 0.391, data: 0.021) G_GAN: 4.208 G_L1: 2.600 D_real: 0.062 D_fake: 0.265 +(epoch: 74, iters: 51332, time: 0.296, data: 0.021) G_GAN: 3.490 G_L1: 3.379 D_real: 0.003 D_fake: 0.171 +(epoch: 74, iters: 51432, time: 0.298, data: 0.020) G_GAN: 4.469 G_L1: 3.437 D_real: 0.012 D_fake: 0.027 +(epoch: 74, iters: 51532, time: 0.300, data: 0.019) G_GAN: 4.852 G_L1: 5.090 D_real: 0.046 D_fake: 0.055 +(epoch: 74, iters: 51632, time: 0.421, data: 0.018) G_GAN: 4.676 G_L1: 4.360 D_real: 0.106 D_fake: 0.159 +(epoch: 74, iters: 51732, time: 0.294, data: 0.019) G_GAN: 5.267 G_L1: 4.241 D_real: 0.008 D_fake: 0.177 +(epoch: 74, iters: 51832, time: 0.295, data: 0.020) G_GAN: 4.344 G_L1: 3.870 D_real: 0.153 D_fake: 0.081 +(epoch: 74, iters: 51932, time: 0.302, data: 0.020) G_GAN: 4.966 G_L1: 3.492 D_real: 0.217 D_fake: 0.019 +(epoch: 74, iters: 52032, time: 0.376, data: 0.019) G_GAN: 4.504 G_L1: 4.686 D_real: 0.056 D_fake: 0.579 +(epoch: 74, iters: 52132, time: 0.301, data: 0.019) G_GAN: 5.124 G_L1: 5.046 D_real: 0.337 D_fake: 0.059 +(epoch: 74, iters: 52232, time: 0.301, data: 0.035) G_GAN: 3.647 G_L1: 2.890 D_real: 0.287 D_fake: 0.333 +(epoch: 74, iters: 52332, time: 0.298, data: 0.025) G_GAN: 3.960 G_L1: 4.078 D_real: 0.015 D_fake: 0.156 +(epoch: 74, iters: 52432, time: 0.381, data: 0.022) G_GAN: 3.510 G_L1: 2.530 D_real: 0.032 D_fake: 0.099 +(epoch: 74, iters: 52532, time: 0.292, data: 0.022) G_GAN: 4.090 G_L1: 3.876 D_real: 0.010 D_fake: 0.208 +(epoch: 74, iters: 52632, time: 0.301, data: 0.019) G_GAN: 4.251 G_L1: 4.302 D_real: 0.046 D_fake: 0.064 +(epoch: 74, iters: 52732, time: 0.294, data: 0.019) G_GAN: 5.016 G_L1: 4.001 D_real: 0.002 D_fake: 0.323 +(epoch: 74, iters: 52832, time: 0.612, data: 0.020) G_GAN: 4.796 G_L1: 4.639 D_real: 0.008 D_fake: 0.109 +(epoch: 74, iters: 52932, time: 0.303, data: 0.019) G_GAN: 4.178 G_L1: 4.460 D_real: 0.206 D_fake: 0.038 +(epoch: 74, iters: 53032, time: 0.293, data: 0.019) G_GAN: 4.103 G_L1: 5.253 D_real: 0.282 D_fake: 0.232 +(epoch: 74, iters: 53132, time: 0.297, data: 0.019) G_GAN: 3.852 G_L1: 5.302 D_real: 0.004 D_fake: 0.286 +(epoch: 74, iters: 53232, time: 0.413, data: 0.020) G_GAN: 4.352 G_L1: 3.003 D_real: 0.005 D_fake: 0.060 +(epoch: 74, iters: 53332, time: 0.301, data: 0.017) G_GAN: 3.791 G_L1: 3.020 D_real: 0.037 D_fake: 0.135 +(epoch: 74, iters: 53432, time: 0.301, data: 0.020) G_GAN: 3.830 G_L1: 4.277 D_real: 0.189 D_fake: 0.156 +(epoch: 74, iters: 53532, time: 0.302, data: 0.020) G_GAN: 5.319 G_L1: 3.361 D_real: 0.012 D_fake: 0.090 +(epoch: 74, iters: 53632, time: 0.419, data: 0.021) G_GAN: 5.506 G_L1: 4.842 D_real: 0.004 D_fake: 0.105 +(epoch: 74, iters: 53732, time: 0.294, data: 0.022) G_GAN: 4.966 G_L1: 4.356 D_real: 0.070 D_fake: 0.070 +(epoch: 74, iters: 53832, time: 0.292, data: 0.018) G_GAN: 4.487 G_L1: 5.948 D_real: 0.002 D_fake: 0.053 +(epoch: 74, iters: 53932, time: 0.301, data: 0.019) G_GAN: 3.360 G_L1: 4.812 D_real: 0.245 D_fake: 0.132 +(epoch: 74, iters: 54032, time: 0.391, data: 0.019) G_GAN: 4.634 G_L1: 3.189 D_real: 0.030 D_fake: 0.321 +(epoch: 74, iters: 54132, time: 0.302, data: 0.022) G_GAN: 2.298 G_L1: 3.489 D_real: 0.048 D_fake: 0.117 +(epoch: 74, iters: 54232, time: 0.295, data: 0.020) G_GAN: 3.757 G_L1: 6.007 D_real: 0.070 D_fake: 0.074 +(epoch: 74, iters: 54332, time: 0.289, data: 0.020) G_GAN: 3.530 G_L1: 3.027 D_real: 0.099 D_fake: 0.084 +(epoch: 74, iters: 54432, time: 0.411, data: 0.019) G_GAN: 5.966 G_L1: 4.828 D_real: 0.322 D_fake: 0.014 +(epoch: 74, iters: 54532, time: 0.284, data: 0.018) G_GAN: 5.179 G_L1: 5.296 D_real: 0.012 D_fake: 0.085 +(epoch: 74, iters: 54632, time: 0.293, data: 0.018) G_GAN: 4.567 G_L1: 5.877 D_real: 0.011 D_fake: 0.163 +(epoch: 74, iters: 54732, time: 0.297, data: 0.020) G_GAN: 4.115 G_L1: 4.344 D_real: 0.089 D_fake: 0.089 +(epoch: 74, iters: 54832, time: 0.596, data: 0.020) G_GAN: 5.699 G_L1: 4.292 D_real: 0.004 D_fake: 0.024 +(epoch: 74, iters: 54932, time: 0.301, data: 0.018) G_GAN: 5.239 G_L1: 6.793 D_real: 0.021 D_fake: 0.095 +(epoch: 74, iters: 55032, time: 0.298, data: 0.019) G_GAN: 5.240 G_L1: 6.039 D_real: 0.026 D_fake: 0.017 +(epoch: 74, iters: 55132, time: 0.284, data: 0.019) G_GAN: 3.301 G_L1: 3.589 D_real: 0.114 D_fake: 0.218 +(epoch: 74, iters: 55232, time: 0.404, data: 0.017) G_GAN: 4.744 G_L1: 4.128 D_real: 0.046 D_fake: 0.021 +(epoch: 74, iters: 55332, time: 0.300, data: 0.018) G_GAN: 4.586 G_L1: 5.136 D_real: 0.003 D_fake: 0.073 +(epoch: 74, iters: 55432, time: 0.293, data: 0.019) G_GAN: 4.398 G_L1: 5.505 D_real: 0.796 D_fake: 0.029 +(epoch: 74, iters: 55532, time: 0.297, data: 0.019) G_GAN: 4.492 G_L1: 4.148 D_real: 0.416 D_fake: 0.033 +(epoch: 74, iters: 55632, time: 0.420, data: 0.020) G_GAN: 5.565 G_L1: 4.197 D_real: 0.010 D_fake: 0.020 +(epoch: 74, iters: 55732, time: 0.307, data: 0.019) G_GAN: 3.690 G_L1: 3.183 D_real: 0.422 D_fake: 0.102 +(epoch: 74, iters: 55832, time: 0.302, data: 0.022) G_GAN: 1.781 G_L1: 4.578 D_real: 0.277 D_fake: 0.105 +(epoch: 74, iters: 55932, time: 0.295, data: 0.019) G_GAN: 4.317 G_L1: 5.165 D_real: 0.381 D_fake: 0.170 +(epoch: 74, iters: 56032, time: 0.383, data: 0.019) G_GAN: 3.291 G_L1: 2.637 D_real: 0.034 D_fake: 0.126 +(epoch: 74, iters: 56132, time: 0.308, data: 0.018) G_GAN: 4.776 G_L1: 5.263 D_real: 0.009 D_fake: 0.215 +(epoch: 74, iters: 56232, time: 0.300, data: 0.023) G_GAN: 4.745 G_L1: 3.688 D_real: 0.116 D_fake: 0.029 +(epoch: 74, iters: 56332, time: 0.296, data: 0.018) G_GAN: 4.697 G_L1: 4.058 D_real: 0.064 D_fake: 0.212 +(epoch: 74, iters: 56432, time: 0.406, data: 0.019) G_GAN: 3.378 G_L1: 4.771 D_real: 0.569 D_fake: 0.088 +(epoch: 74, iters: 56532, time: 0.297, data: 0.018) G_GAN: 5.128 G_L1: 4.157 D_real: 0.011 D_fake: 0.022 +(epoch: 74, iters: 56632, time: 0.299, data: 0.025) G_GAN: 4.848 G_L1: 6.097 D_real: 0.053 D_fake: 0.036 +(epoch: 74, iters: 56732, time: 0.305, data: 0.020) G_GAN: 4.551 G_L1: 3.487 D_real: 0.024 D_fake: 0.077 +(epoch: 74, iters: 56832, time: 0.579, data: 0.019) G_GAN: 4.683 G_L1: 3.618 D_real: 0.004 D_fake: 0.643 +(epoch: 74, iters: 56932, time: 0.292, data: 0.019) G_GAN: 4.214 G_L1: 2.915 D_real: 0.253 D_fake: 0.056 +(epoch: 74, iters: 57032, time: 0.293, data: 0.017) G_GAN: 5.667 G_L1: 6.288 D_real: 0.056 D_fake: 0.035 +(epoch: 74, iters: 57132, time: 0.289, data: 0.018) G_GAN: 3.798 G_L1: 4.947 D_real: 0.012 D_fake: 0.048 +(epoch: 74, iters: 57232, time: 0.414, data: 0.017) G_GAN: 5.402 G_L1: 4.137 D_real: 0.002 D_fake: 0.022 +(epoch: 74, iters: 57332, time: 0.283, data: 0.019) G_GAN: 4.851 G_L1: 3.519 D_real: 0.019 D_fake: 0.154 +(epoch: 74, iters: 57432, time: 0.295, data: 0.021) G_GAN: 2.962 G_L1: 3.273 D_real: 0.621 D_fake: 0.061 +(epoch: 74, iters: 57532, time: 0.297, data: 0.019) G_GAN: 5.404 G_L1: 3.448 D_real: 0.029 D_fake: 0.025 +(epoch: 74, iters: 57632, time: 0.414, data: 0.019) G_GAN: 4.635 G_L1: 5.873 D_real: 0.001 D_fake: 0.043 +(epoch: 74, iters: 57732, time: 0.296, data: 0.018) G_GAN: 3.085 G_L1: 2.713 D_real: 0.559 D_fake: 0.039 +(epoch: 74, iters: 57832, time: 0.293, data: 0.018) G_GAN: 4.214 G_L1: 3.359 D_real: 0.018 D_fake: 0.118 +(epoch: 74, iters: 57932, time: 0.302, data: 0.017) G_GAN: 3.577 G_L1: 3.703 D_real: 0.030 D_fake: 0.139 +(epoch: 74, iters: 58032, time: 0.422, data: 0.020) G_GAN: 7.127 G_L1: 6.422 D_real: 0.047 D_fake: 0.009 +(epoch: 74, iters: 58132, time: 0.299, data: 0.017) G_GAN: 4.366 G_L1: 3.100 D_real: 0.501 D_fake: 0.025 +(epoch: 74, iters: 58232, time: 0.293, data: 0.019) G_GAN: 4.728 G_L1: 4.672 D_real: 0.190 D_fake: 0.024 +(epoch: 74, iters: 58332, time: 0.285, data: 0.021) G_GAN: 3.501 G_L1: 4.266 D_real: 0.202 D_fake: 0.071 +(epoch: 74, iters: 58432, time: 0.402, data: 0.018) G_GAN: 3.646 G_L1: 3.163 D_real: 0.045 D_fake: 0.080 +(epoch: 74, iters: 58532, time: 0.289, data: 0.032) G_GAN: 4.880 G_L1: 6.234 D_real: 0.026 D_fake: 0.061 +(epoch: 74, iters: 58632, time: 0.289, data: 0.020) G_GAN: 4.949 G_L1: 4.356 D_real: 0.045 D_fake: 0.050 +(epoch: 74, iters: 58732, time: 0.293, data: 0.018) G_GAN: 3.874 G_L1: 7.844 D_real: 0.265 D_fake: 0.025 +(epoch: 74, iters: 58832, time: 0.590, data: 0.017) G_GAN: 4.056 G_L1: 5.493 D_real: 0.053 D_fake: 0.129 +(epoch: 74, iters: 58932, time: 0.281, data: 0.018) G_GAN: 3.147 G_L1: 3.330 D_real: 0.235 D_fake: 0.066 +(epoch: 74, iters: 59032, time: 0.292, data: 0.017) G_GAN: 3.441 G_L1: 3.040 D_real: 0.520 D_fake: 0.124 +(epoch: 74, iters: 59132, time: 0.280, data: 0.020) G_GAN: 4.295 G_L1: 5.035 D_real: 0.158 D_fake: 0.040 +(epoch: 74, iters: 59232, time: 0.425, data: 0.015) G_GAN: 4.116 G_L1: 6.539 D_real: 0.323 D_fake: 0.014 +(epoch: 74, iters: 59332, time: 0.297, data: 0.019) G_GAN: 4.455 G_L1: 3.705 D_real: 0.083 D_fake: 0.056 +(epoch: 74, iters: 59432, time: 0.302, data: 0.018) G_GAN: 3.326 G_L1: 3.181 D_real: 0.057 D_fake: 0.196 +(epoch: 74, iters: 59532, time: 0.303, data: 0.019) G_GAN: 3.927 G_L1: 2.896 D_real: 0.053 D_fake: 0.117 +(epoch: 74, iters: 59632, time: 0.386, data: 0.019) G_GAN: 6.600 G_L1: 3.183 D_real: 0.222 D_fake: 0.010 +(epoch: 74, iters: 59732, time: 0.303, data: 0.018) G_GAN: 4.013 G_L1: 2.979 D_real: 0.088 D_fake: 0.156 +(epoch: 74, iters: 59832, time: 0.300, data: 0.019) G_GAN: 5.755 G_L1: 3.984 D_real: 0.079 D_fake: 0.013 +(epoch: 74, iters: 59932, time: 0.305, data: 0.020) G_GAN: 4.210 G_L1: 4.549 D_real: 0.103 D_fake: 0.043 +(epoch: 75, iters: 16, time: 0.604, data: 0.017) G_GAN: 4.661 G_L1: 4.050 D_real: 0.190 D_fake: 0.054 +(epoch: 75, iters: 116, time: 0.303, data: 0.023) G_GAN: 5.064 G_L1: 5.489 D_real: 0.002 D_fake: 0.055 +(epoch: 75, iters: 216, time: 0.295, data: 0.021) G_GAN: 6.965 G_L1: 6.695 D_real: 0.002 D_fake: 0.039 +(epoch: 75, iters: 316, time: 0.296, data: 0.018) G_GAN: 4.487 G_L1: 3.457 D_real: 0.000 D_fake: 0.290 +(epoch: 75, iters: 416, time: 0.383, data: 0.018) G_GAN: 3.017 G_L1: 2.591 D_real: 0.039 D_fake: 0.180 +(epoch: 75, iters: 516, time: 0.299, data: 0.020) G_GAN: 4.122 G_L1: 4.025 D_real: 0.167 D_fake: 0.368 +(epoch: 75, iters: 616, time: 0.294, data: 0.020) G_GAN: 5.523 G_L1: 5.868 D_real: 0.061 D_fake: 0.027 +(epoch: 75, iters: 716, time: 0.301, data: 0.018) G_GAN: 4.990 G_L1: 6.574 D_real: 0.084 D_fake: 0.026 +(epoch: 75, iters: 816, time: 0.602, data: 0.020) G_GAN: 3.962 G_L1: 5.781 D_real: 0.026 D_fake: 0.141 +(epoch: 75, iters: 916, time: 0.300, data: 0.020) G_GAN: 5.252 G_L1: 5.169 D_real: 0.132 D_fake: 0.035 +(epoch: 75, iters: 1016, time: 0.292, data: 0.022) G_GAN: 5.029 G_L1: 3.483 D_real: 0.037 D_fake: 0.030 +(epoch: 75, iters: 1116, time: 0.299, data: 0.020) G_GAN: 3.415 G_L1: 3.322 D_real: 0.105 D_fake: 0.136 +(epoch: 75, iters: 1216, time: 0.410, data: 0.023) G_GAN: 3.939 G_L1: 5.227 D_real: 0.075 D_fake: 0.062 +(epoch: 75, iters: 1316, time: 0.296, data: 0.017) G_GAN: 5.457 G_L1: 4.616 D_real: 0.055 D_fake: 0.332 +(epoch: 75, iters: 1416, time: 0.304, data: 0.019) G_GAN: 4.152 G_L1: 3.407 D_real: 0.313 D_fake: 0.080 +(epoch: 75, iters: 1516, time: 0.298, data: 0.019) G_GAN: 5.128 G_L1: 5.184 D_real: 0.006 D_fake: 0.044 +(epoch: 75, iters: 1616, time: 0.411, data: 0.020) G_GAN: 4.971 G_L1: 4.016 D_real: 0.031 D_fake: 0.057 +(epoch: 75, iters: 1716, time: 0.297, data: 0.022) G_GAN: 5.121 G_L1: 3.821 D_real: 0.012 D_fake: 0.076 +(epoch: 75, iters: 1816, time: 0.287, data: 0.019) G_GAN: 7.919 G_L1: 5.601 D_real: 0.036 D_fake: 0.004 +(epoch: 75, iters: 1916, time: 0.301, data: 0.019) G_GAN: 4.713 G_L1: 5.843 D_real: 0.114 D_fake: 0.109 +(epoch: 75, iters: 2016, time: 0.413, data: 0.019) G_GAN: 6.143 G_L1: 5.353 D_real: 0.192 D_fake: 0.036 +(epoch: 75, iters: 2116, time: 0.304, data: 0.022) G_GAN: 4.866 G_L1: 4.025 D_real: 0.048 D_fake: 0.049 +(epoch: 75, iters: 2216, time: 0.297, data: 0.020) G_GAN: 3.673 G_L1: 3.900 D_real: 0.097 D_fake: 0.295 +(epoch: 75, iters: 2316, time: 0.292, data: 0.018) G_GAN: 5.831 G_L1: 3.539 D_real: 0.047 D_fake: 0.026 +(epoch: 75, iters: 2416, time: 0.417, data: 0.019) G_GAN: 4.069 G_L1: 4.960 D_real: 0.003 D_fake: 0.208 +(epoch: 75, iters: 2516, time: 0.297, data: 0.018) G_GAN: 4.254 G_L1: 3.553 D_real: 0.049 D_fake: 0.041 +(epoch: 75, iters: 2616, time: 0.293, data: 0.018) G_GAN: 3.266 G_L1: 4.221 D_real: 0.141 D_fake: 0.087 +(epoch: 75, iters: 2716, time: 0.307, data: 0.019) G_GAN: 3.733 G_L1: 3.415 D_real: 0.144 D_fake: 0.083 +(epoch: 75, iters: 2816, time: 0.609, data: 0.019) G_GAN: 3.246 G_L1: 3.690 D_real: 0.064 D_fake: 0.169 +(epoch: 75, iters: 2916, time: 0.301, data: 0.019) G_GAN: 5.857 G_L1: 5.082 D_real: 0.004 D_fake: 0.789 +(epoch: 75, iters: 3016, time: 0.287, data: 0.023) G_GAN: 6.583 G_L1: 2.579 D_real: 0.013 D_fake: 0.285 +(epoch: 75, iters: 3116, time: 0.293, data: 0.024) G_GAN: 4.393 G_L1: 3.730 D_real: 0.008 D_fake: 0.060 +(epoch: 75, iters: 3216, time: 0.416, data: 0.019) G_GAN: 3.309 G_L1: 3.692 D_real: 0.623 D_fake: 0.041 +(epoch: 75, iters: 3316, time: 0.293, data: 0.019) G_GAN: 3.876 G_L1: 4.363 D_real: 0.031 D_fake: 0.148 +(epoch: 75, iters: 3416, time: 0.300, data: 0.018) G_GAN: 4.363 G_L1: 3.752 D_real: 0.009 D_fake: 0.057 +(epoch: 75, iters: 3516, time: 0.300, data: 0.018) G_GAN: 5.916 G_L1: 4.062 D_real: 0.304 D_fake: 0.030 +(epoch: 75, iters: 3616, time: 0.420, data: 0.018) G_GAN: 3.832 G_L1: 5.916 D_real: 0.004 D_fake: 0.056 +(epoch: 75, iters: 3716, time: 0.301, data: 0.021) G_GAN: 3.560 G_L1: 4.215 D_real: 0.034 D_fake: 0.118 +(epoch: 75, iters: 3816, time: 0.302, data: 0.018) G_GAN: 5.433 G_L1: 6.203 D_real: 0.006 D_fake: 0.045 +(epoch: 75, iters: 3916, time: 0.298, data: 0.020) G_GAN: 5.539 G_L1: 6.253 D_real: 0.018 D_fake: 0.352 +(epoch: 75, iters: 4016, time: 0.414, data: 0.019) G_GAN: 5.045 G_L1: 4.526 D_real: 0.012 D_fake: 0.038 +(epoch: 75, iters: 4116, time: 0.303, data: 0.019) G_GAN: 2.069 G_L1: 3.985 D_real: 0.201 D_fake: 0.203 +(epoch: 75, iters: 4216, time: 0.307, data: 0.020) G_GAN: 4.925 G_L1: 3.866 D_real: 0.071 D_fake: 0.020 +(epoch: 75, iters: 4316, time: 0.292, data: 0.020) G_GAN: 4.765 G_L1: 4.537 D_real: 0.005 D_fake: 0.137 +(epoch: 75, iters: 4416, time: 0.391, data: 0.018) G_GAN: 4.174 G_L1: 3.417 D_real: 0.193 D_fake: 0.039 +(epoch: 75, iters: 4516, time: 0.306, data: 0.016) G_GAN: 4.604 G_L1: 4.753 D_real: 0.048 D_fake: 0.028 +(epoch: 75, iters: 4616, time: 0.294, data: 0.019) G_GAN: 5.311 G_L1: 3.689 D_real: 0.001 D_fake: 0.029 +(epoch: 75, iters: 4716, time: 0.290, data: 0.018) G_GAN: 3.798 G_L1: 6.221 D_real: 0.010 D_fake: 0.137 +(epoch: 75, iters: 4816, time: 0.649, data: 0.017) G_GAN: 3.691 G_L1: 3.356 D_real: 0.049 D_fake: 0.096 +(epoch: 75, iters: 4916, time: 0.304, data: 0.018) G_GAN: 4.777 G_L1: 4.216 D_real: 0.019 D_fake: 0.052 +(epoch: 75, iters: 5016, time: 0.291, data: 0.021) G_GAN: 3.916 G_L1: 3.355 D_real: 0.071 D_fake: 0.872 +(epoch: 75, iters: 5116, time: 0.299, data: 0.017) G_GAN: 4.929 G_L1: 4.193 D_real: 0.004 D_fake: 0.038 +(epoch: 75, iters: 5216, time: 0.422, data: 0.018) G_GAN: 3.949 G_L1: 3.929 D_real: 0.124 D_fake: 0.108 +(epoch: 75, iters: 5316, time: 0.292, data: 0.017) G_GAN: 4.138 G_L1: 3.237 D_real: 0.331 D_fake: 0.074 +(epoch: 75, iters: 5416, time: 0.304, data: 0.017) G_GAN: 3.865 G_L1: 4.531 D_real: 0.039 D_fake: 0.117 +(epoch: 75, iters: 5516, time: 0.304, data: 0.018) G_GAN: 5.376 G_L1: 4.048 D_real: 0.273 D_fake: 0.008 +(epoch: 75, iters: 5616, time: 0.385, data: 0.019) G_GAN: 4.263 G_L1: 3.927 D_real: 0.004 D_fake: 0.052 +(epoch: 75, iters: 5716, time: 0.299, data: 0.019) G_GAN: 3.552 G_L1: 2.402 D_real: 0.267 D_fake: 0.063 +(epoch: 75, iters: 5816, time: 0.300, data: 0.024) G_GAN: 3.865 G_L1: 2.534 D_real: 0.201 D_fake: 0.180 +(epoch: 75, iters: 5916, time: 0.297, data: 0.018) G_GAN: 3.440 G_L1: 3.198 D_real: 0.003 D_fake: 0.215 +(epoch: 75, iters: 6016, time: 0.409, data: 0.019) G_GAN: 3.024 G_L1: 4.836 D_real: 0.478 D_fake: 0.143 +(epoch: 75, iters: 6116, time: 0.300, data: 0.018) G_GAN: 6.153 G_L1: 5.904 D_real: 0.047 D_fake: 0.031 +(epoch: 75, iters: 6216, time: 0.300, data: 0.019) G_GAN: 5.925 G_L1: 3.498 D_real: 0.018 D_fake: 0.023 +(epoch: 75, iters: 6316, time: 0.297, data: 0.018) G_GAN: 3.769 G_L1: 5.005 D_real: 0.086 D_fake: 0.088 +(epoch: 75, iters: 6416, time: 0.414, data: 0.018) G_GAN: 3.924 G_L1: 4.019 D_real: 0.039 D_fake: 0.137 +(epoch: 75, iters: 6516, time: 0.298, data: 0.020) G_GAN: 5.182 G_L1: 4.588 D_real: 0.016 D_fake: 0.053 +(epoch: 75, iters: 6616, time: 0.291, data: 0.021) G_GAN: 4.837 G_L1: 4.775 D_real: 0.112 D_fake: 0.106 +(epoch: 75, iters: 6716, time: 0.291, data: 0.019) G_GAN: 3.203 G_L1: 2.811 D_real: 0.285 D_fake: 0.176 +(epoch: 75, iters: 6816, time: 0.621, data: 0.019) G_GAN: 3.297 G_L1: 4.714 D_real: 0.116 D_fake: 0.091 +(epoch: 75, iters: 6916, time: 0.304, data: 0.019) G_GAN: 4.313 G_L1: 4.563 D_real: 0.023 D_fake: 0.274 +(epoch: 75, iters: 7016, time: 0.296, data: 0.019) G_GAN: 4.366 G_L1: 4.130 D_real: 0.068 D_fake: 0.120 +(epoch: 75, iters: 7116, time: 0.304, data: 0.017) G_GAN: 4.414 G_L1: 2.661 D_real: 0.080 D_fake: 0.031 +(epoch: 75, iters: 7216, time: 0.416, data: 0.020) G_GAN: 3.632 G_L1: 3.614 D_real: 0.100 D_fake: 0.086 +(epoch: 75, iters: 7316, time: 0.295, data: 0.018) G_GAN: 4.991 G_L1: 3.965 D_real: 0.043 D_fake: 0.067 +(epoch: 75, iters: 7416, time: 0.302, data: 0.020) G_GAN: 5.205 G_L1: 6.653 D_real: 0.143 D_fake: 0.022 +(epoch: 75, iters: 7516, time: 0.297, data: 0.020) G_GAN: 4.611 G_L1: 3.527 D_real: 0.105 D_fake: 0.097 +(epoch: 75, iters: 7616, time: 0.424, data: 0.017) G_GAN: 3.289 G_L1: 2.677 D_real: 0.198 D_fake: 0.071 +(epoch: 75, iters: 7716, time: 0.297, data: 0.018) G_GAN: 3.649 G_L1: 4.456 D_real: 0.239 D_fake: 0.041 +(epoch: 75, iters: 7816, time: 0.303, data: 0.019) G_GAN: 3.133 G_L1: 3.982 D_real: 0.078 D_fake: 0.159 +(epoch: 75, iters: 7916, time: 0.303, data: 0.020) G_GAN: 5.239 G_L1: 4.848 D_real: 0.014 D_fake: 0.117 +(epoch: 75, iters: 8016, time: 0.418, data: 0.020) G_GAN: 5.466 G_L1: 6.387 D_real: 0.005 D_fake: 0.023 +(epoch: 75, iters: 8116, time: 0.301, data: 0.018) G_GAN: 4.277 G_L1: 3.719 D_real: 0.004 D_fake: 0.097 +(epoch: 75, iters: 8216, time: 0.308, data: 0.022) G_GAN: 6.294 G_L1: 2.661 D_real: 0.069 D_fake: 0.043 +(epoch: 75, iters: 8316, time: 0.295, data: 0.021) G_GAN: 6.446 G_L1: 4.588 D_real: 0.008 D_fake: 0.033 +(epoch: 75, iters: 8416, time: 0.421, data: 0.017) G_GAN: 5.962 G_L1: 8.359 D_real: 0.235 D_fake: 0.012 +(epoch: 75, iters: 8516, time: 0.303, data: 0.019) G_GAN: 3.573 G_L1: 3.187 D_real: 0.068 D_fake: 0.060 +(epoch: 75, iters: 8616, time: 0.298, data: 0.019) G_GAN: 4.812 G_L1: 3.168 D_real: 0.078 D_fake: 0.051 +(epoch: 75, iters: 8716, time: 0.293, data: 0.021) G_GAN: 3.396 G_L1: 3.602 D_real: 0.148 D_fake: 0.058 +(epoch: 75, iters: 8816, time: 0.604, data: 0.019) G_GAN: 3.101 G_L1: 3.342 D_real: 0.088 D_fake: 0.117 +(epoch: 75, iters: 8916, time: 0.294, data: 0.020) G_GAN: 3.892 G_L1: 3.244 D_real: 0.041 D_fake: 0.080 +(epoch: 75, iters: 9016, time: 0.292, data: 0.018) G_GAN: 7.030 G_L1: 4.492 D_real: 0.075 D_fake: 0.005 +(epoch: 75, iters: 9116, time: 0.298, data: 0.020) G_GAN: 6.105 G_L1: 4.783 D_real: 0.001 D_fake: 0.514 +(epoch: 75, iters: 9216, time: 0.411, data: 0.019) G_GAN: 2.845 G_L1: 2.560 D_real: 0.529 D_fake: 0.138 +(epoch: 75, iters: 9316, time: 0.286, data: 0.019) G_GAN: 5.797 G_L1: 2.744 D_real: 0.075 D_fake: 0.017 +(epoch: 75, iters: 9416, time: 0.291, data: 0.017) G_GAN: 3.415 G_L1: 2.818 D_real: 0.109 D_fake: 0.105 +(epoch: 75, iters: 9516, time: 0.297, data: 0.020) G_GAN: 5.049 G_L1: 6.650 D_real: 0.072 D_fake: 0.058 +(epoch: 75, iters: 9616, time: 0.416, data: 0.018) G_GAN: 3.009 G_L1: 3.305 D_real: 0.315 D_fake: 0.382 +(epoch: 75, iters: 9716, time: 0.284, data: 0.018) G_GAN: 6.754 G_L1: 4.147 D_real: 0.001 D_fake: 0.004 +(epoch: 75, iters: 9816, time: 0.295, data: 0.016) G_GAN: 4.254 G_L1: 3.678 D_real: 0.041 D_fake: 0.115 +(epoch: 75, iters: 9916, time: 0.298, data: 0.019) G_GAN: 4.382 G_L1: 3.747 D_real: 0.050 D_fake: 0.201 +(epoch: 75, iters: 10016, time: 0.419, data: 0.019) G_GAN: 4.056 G_L1: 2.880 D_real: 0.016 D_fake: 0.087 +(epoch: 75, iters: 10116, time: 0.300, data: 0.020) G_GAN: 3.730 G_L1: 2.371 D_real: 0.079 D_fake: 0.124 +(epoch: 75, iters: 10216, time: 0.294, data: 0.019) G_GAN: 4.437 G_L1: 5.882 D_real: 0.002 D_fake: 0.299 +(epoch: 75, iters: 10316, time: 0.296, data: 0.018) G_GAN: 6.575 G_L1: 3.106 D_real: 0.002 D_fake: 0.031 +(epoch: 75, iters: 10416, time: 0.398, data: 0.017) G_GAN: 4.546 G_L1: 5.436 D_real: 0.038 D_fake: 0.134 +(epoch: 75, iters: 10516, time: 0.289, data: 0.015) G_GAN: 6.992 G_L1: 3.797 D_real: 0.004 D_fake: 0.136 +(epoch: 75, iters: 10616, time: 0.296, data: 0.020) G_GAN: 5.440 G_L1: 4.408 D_real: 0.033 D_fake: 0.015 +(epoch: 75, iters: 10716, time: 0.300, data: 0.018) G_GAN: 3.618 G_L1: 3.192 D_real: 0.193 D_fake: 0.075 +(epoch: 75, iters: 10816, time: 0.610, data: 0.019) G_GAN: 4.537 G_L1: 5.302 D_real: 0.011 D_fake: 0.037 +(epoch: 75, iters: 10916, time: 0.293, data: 0.021) G_GAN: 3.386 G_L1: 3.786 D_real: 0.070 D_fake: 0.079 +(epoch: 75, iters: 11016, time: 0.296, data: 0.020) G_GAN: 4.858 G_L1: 4.374 D_real: 0.015 D_fake: 0.678 +(epoch: 75, iters: 11116, time: 0.296, data: 0.018) G_GAN: 4.641 G_L1: 8.592 D_real: 0.002 D_fake: 0.318 +(epoch: 75, iters: 11216, time: 0.412, data: 0.020) G_GAN: 3.192 G_L1: 3.168 D_real: 0.317 D_fake: 0.049 +(epoch: 75, iters: 11316, time: 0.294, data: 0.017) G_GAN: 5.824 G_L1: 6.780 D_real: 0.009 D_fake: 0.019 +(epoch: 75, iters: 11416, time: 0.281, data: 0.019) G_GAN: 5.574 G_L1: 4.078 D_real: 0.020 D_fake: 0.477 +(epoch: 75, iters: 11516, time: 0.294, data: 0.017) G_GAN: 6.244 G_L1: 3.942 D_real: 0.107 D_fake: 0.008 +(epoch: 75, iters: 11616, time: 0.413, data: 0.018) G_GAN: 7.189 G_L1: 3.314 D_real: 0.002 D_fake: 0.014 +(epoch: 75, iters: 11716, time: 0.299, data: 0.022) G_GAN: 5.151 G_L1: 4.130 D_real: 0.021 D_fake: 0.032 +(epoch: 75, iters: 11816, time: 0.297, data: 0.019) G_GAN: 4.387 G_L1: 3.098 D_real: 0.126 D_fake: 0.037 +(epoch: 75, iters: 11916, time: 0.306, data: 0.021) G_GAN: 4.568 G_L1: 3.144 D_real: 0.081 D_fake: 0.047 +(epoch: 75, iters: 12016, time: 0.380, data: 0.021) G_GAN: 4.886 G_L1: 3.807 D_real: 0.203 D_fake: 0.014 +(epoch: 75, iters: 12116, time: 0.297, data: 0.017) G_GAN: 4.406 G_L1: 3.189 D_real: 0.043 D_fake: 0.117 +(epoch: 75, iters: 12216, time: 0.290, data: 0.021) G_GAN: 4.653 G_L1: 2.443 D_real: 0.052 D_fake: 0.058 +(epoch: 75, iters: 12316, time: 0.299, data: 0.017) G_GAN: 4.960 G_L1: 5.331 D_real: 0.601 D_fake: 0.019 +(epoch: 75, iters: 12416, time: 0.372, data: 0.017) G_GAN: 5.066 G_L1: 5.370 D_real: 0.007 D_fake: 0.038 +(epoch: 75, iters: 12516, time: 0.295, data: 0.017) G_GAN: 3.885 G_L1: 3.806 D_real: 0.052 D_fake: 0.167 +(epoch: 75, iters: 12616, time: 0.304, data: 0.017) G_GAN: 4.468 G_L1: 5.779 D_real: 0.043 D_fake: 0.274 +(epoch: 75, iters: 12716, time: 0.298, data: 0.019) G_GAN: 4.326 G_L1: 5.927 D_real: 0.031 D_fake: 0.054 +(epoch: 75, iters: 12816, time: 0.561, data: 0.021) G_GAN: 3.909 G_L1: 2.793 D_real: 0.784 D_fake: 0.029 +(epoch: 75, iters: 12916, time: 0.288, data: 0.018) G_GAN: 3.459 G_L1: 5.429 D_real: 0.016 D_fake: 0.120 +(epoch: 75, iters: 13016, time: 0.295, data: 0.018) G_GAN: 4.413 G_L1: 6.393 D_real: 0.043 D_fake: 0.115 +(epoch: 75, iters: 13116, time: 0.300, data: 0.020) G_GAN: 4.057 G_L1: 3.391 D_real: 0.054 D_fake: 0.474 +(epoch: 75, iters: 13216, time: 0.418, data: 0.018) G_GAN: 5.236 G_L1: 6.631 D_real: 0.000 D_fake: 0.046 +(epoch: 75, iters: 13316, time: 0.281, data: 0.020) G_GAN: 5.606 G_L1: 3.341 D_real: 0.085 D_fake: 0.017 +(epoch: 75, iters: 13416, time: 0.296, data: 0.017) G_GAN: 3.831 G_L1: 5.760 D_real: 0.015 D_fake: 0.108 +(epoch: 75, iters: 13516, time: 0.299, data: 0.018) G_GAN: 3.350 G_L1: 4.631 D_real: 0.172 D_fake: 0.098 +(epoch: 75, iters: 13616, time: 0.381, data: 0.019) G_GAN: 3.531 G_L1: 2.743 D_real: 0.009 D_fake: 0.177 +(epoch: 75, iters: 13716, time: 0.296, data: 0.018) G_GAN: 4.680 G_L1: 4.644 D_real: 0.087 D_fake: 0.041 +(epoch: 75, iters: 13816, time: 0.295, data: 0.019) G_GAN: 3.245 G_L1: 2.950 D_real: 0.062 D_fake: 0.193 +(epoch: 75, iters: 13916, time: 0.298, data: 0.019) G_GAN: 5.124 G_L1: 4.073 D_real: 0.025 D_fake: 0.022 +(epoch: 75, iters: 14016, time: 0.415, data: 0.019) G_GAN: 2.853 G_L1: 2.902 D_real: 0.259 D_fake: 0.107 +(epoch: 75, iters: 14116, time: 0.289, data: 0.017) G_GAN: 5.046 G_L1: 9.484 D_real: 0.213 D_fake: 0.497 +(epoch: 75, iters: 14216, time: 0.295, data: 0.018) G_GAN: 3.906 G_L1: 4.077 D_real: 0.135 D_fake: 0.217 +(epoch: 75, iters: 14316, time: 0.301, data: 0.020) G_GAN: 4.044 G_L1: 4.848 D_real: 0.018 D_fake: 0.096 +(epoch: 75, iters: 14416, time: 0.409, data: 0.020) G_GAN: 4.391 G_L1: 4.055 D_real: 0.026 D_fake: 0.054 +(epoch: 75, iters: 14516, time: 0.303, data: 0.019) G_GAN: 3.906 G_L1: 3.392 D_real: 0.169 D_fake: 0.021 +(epoch: 75, iters: 14616, time: 0.305, data: 0.018) G_GAN: 4.055 G_L1: 3.885 D_real: 0.036 D_fake: 0.143 +(epoch: 75, iters: 14716, time: 0.289, data: 0.019) G_GAN: 5.982 G_L1: 6.817 D_real: 0.059 D_fake: 0.017 +(epoch: 75, iters: 14816, time: 0.597, data: 0.017) G_GAN: 6.087 G_L1: 3.914 D_real: 0.045 D_fake: 0.030 +(epoch: 75, iters: 14916, time: 0.293, data: 0.022) G_GAN: 3.858 G_L1: 4.446 D_real: 0.000 D_fake: 0.122 +(epoch: 75, iters: 15016, time: 0.302, data: 0.019) G_GAN: 4.694 G_L1: 3.947 D_real: 0.127 D_fake: 0.030 +(epoch: 75, iters: 15116, time: 0.311, data: 0.019) G_GAN: 3.838 G_L1: 3.095 D_real: 0.040 D_fake: 0.130 +(epoch: 75, iters: 15216, time: 0.420, data: 0.019) G_GAN: 5.601 G_L1: 3.424 D_real: 0.015 D_fake: 0.032 +(epoch: 75, iters: 15316, time: 0.305, data: 0.019) G_GAN: 4.538 G_L1: 3.201 D_real: 0.026 D_fake: 0.188 +(epoch: 75, iters: 15416, time: 0.286, data: 0.021) G_GAN: 7.205 G_L1: 8.100 D_real: 0.000 D_fake: 0.065 +(epoch: 75, iters: 15516, time: 0.277, data: 0.017) G_GAN: 4.569 G_L1: 3.995 D_real: 0.005 D_fake: 0.074 +(epoch: 75, iters: 15616, time: 0.402, data: 0.015) G_GAN: 8.124 G_L1: 5.711 D_real: 0.003 D_fake: 0.022 +(epoch: 75, iters: 15716, time: 0.291, data: 0.021) G_GAN: 4.418 G_L1: 4.926 D_real: 0.007 D_fake: 0.201 +(epoch: 75, iters: 15816, time: 0.295, data: 0.020) G_GAN: 7.941 G_L1: 4.352 D_real: 0.024 D_fake: 0.006 +(epoch: 75, iters: 15916, time: 0.296, data: 0.018) G_GAN: 4.734 G_L1: 4.633 D_real: 0.199 D_fake: 0.063 +(epoch: 75, iters: 16016, time: 0.412, data: 0.022) G_GAN: 4.727 G_L1: 4.724 D_real: 0.026 D_fake: 0.068 +(epoch: 75, iters: 16116, time: 0.309, data: 0.019) G_GAN: 5.082 G_L1: 4.928 D_real: 0.104 D_fake: 0.021 +(epoch: 75, iters: 16216, time: 0.292, data: 0.019) G_GAN: 5.896 G_L1: 4.429 D_real: 0.019 D_fake: 0.454 +(epoch: 75, iters: 16316, time: 0.300, data: 0.018) G_GAN: 6.549 G_L1: 4.562 D_real: 0.087 D_fake: 0.010 +(epoch: 75, iters: 16416, time: 0.401, data: 0.022) G_GAN: 4.214 G_L1: 2.741 D_real: 1.236 D_fake: 0.007 +(epoch: 75, iters: 16516, time: 0.296, data: 0.020) G_GAN: 4.534 G_L1: 4.592 D_real: 0.361 D_fake: 0.014 +(epoch: 75, iters: 16616, time: 0.293, data: 0.022) G_GAN: 3.722 G_L1: 4.225 D_real: 0.014 D_fake: 0.244 +(epoch: 75, iters: 16716, time: 0.297, data: 0.025) G_GAN: 4.712 G_L1: 3.272 D_real: 0.199 D_fake: 0.016 +(epoch: 75, iters: 16816, time: 0.589, data: 0.017) G_GAN: 5.319 G_L1: 6.676 D_real: 0.009 D_fake: 0.043 +(epoch: 75, iters: 16916, time: 0.288, data: 0.015) G_GAN: 5.812 G_L1: 4.969 D_real: 0.223 D_fake: 0.010 +(epoch: 75, iters: 17016, time: 0.293, data: 0.019) G_GAN: 3.928 G_L1: 3.829 D_real: 0.162 D_fake: 0.090 +(epoch: 75, iters: 17116, time: 0.303, data: 0.019) G_GAN: 3.531 G_L1: 2.795 D_real: 0.128 D_fake: 0.069 +(epoch: 75, iters: 17216, time: 0.383, data: 0.020) G_GAN: 5.262 G_L1: 3.384 D_real: 0.325 D_fake: 0.011 +(epoch: 75, iters: 17316, time: 0.294, data: 0.021) G_GAN: 4.832 G_L1: 3.170 D_real: 0.002 D_fake: 0.026 +(epoch: 75, iters: 17416, time: 0.295, data: 0.021) G_GAN: 4.608 G_L1: 4.065 D_real: 0.013 D_fake: 0.056 +(epoch: 75, iters: 17516, time: 0.298, data: 0.018) G_GAN: 3.898 G_L1: 3.596 D_real: 0.087 D_fake: 0.046 +(epoch: 75, iters: 17616, time: 0.384, data: 0.019) G_GAN: 4.373 G_L1: 3.017 D_real: 0.045 D_fake: 0.060 +(epoch: 75, iters: 17716, time: 0.295, data: 0.018) G_GAN: 6.874 G_L1: 3.024 D_real: 0.034 D_fake: 0.003 +(epoch: 75, iters: 17816, time: 0.296, data: 0.018) G_GAN: 6.140 G_L1: 3.677 D_real: 0.003 D_fake: 0.015 +(epoch: 75, iters: 17916, time: 0.297, data: 0.019) G_GAN: 6.084 G_L1: 3.222 D_real: 0.173 D_fake: 0.085 +(epoch: 75, iters: 18016, time: 0.422, data: 0.018) G_GAN: 5.077 G_L1: 5.535 D_real: 0.018 D_fake: 0.044 +(epoch: 75, iters: 18116, time: 0.307, data: 0.018) G_GAN: 3.181 G_L1: 3.445 D_real: 0.014 D_fake: 0.089 +(epoch: 75, iters: 18216, time: 0.295, data: 0.020) G_GAN: 4.820 G_L1: 3.315 D_real: 0.133 D_fake: 0.044 +(epoch: 75, iters: 18316, time: 0.298, data: 0.017) G_GAN: 5.397 G_L1: 4.991 D_real: 0.111 D_fake: 0.117 +(epoch: 75, iters: 18416, time: 0.398, data: 0.021) G_GAN: 5.083 G_L1: 4.520 D_real: 0.006 D_fake: 0.077 +(epoch: 75, iters: 18516, time: 0.297, data: 0.018) G_GAN: 4.656 G_L1: 3.801 D_real: 0.120 D_fake: 0.154 +(epoch: 75, iters: 18616, time: 0.301, data: 0.019) G_GAN: 4.653 G_L1: 3.935 D_real: 0.002 D_fake: 0.496 +(epoch: 75, iters: 18716, time: 0.294, data: 0.024) G_GAN: 5.383 G_L1: 3.224 D_real: 0.030 D_fake: 0.050 +(epoch: 75, iters: 18816, time: 0.583, data: 0.018) G_GAN: 4.029 G_L1: 4.430 D_real: 0.134 D_fake: 0.073 +(epoch: 75, iters: 18916, time: 0.299, data: 0.018) G_GAN: 3.042 G_L1: 2.678 D_real: 0.081 D_fake: 0.116 +(epoch: 75, iters: 19016, time: 0.305, data: 0.020) G_GAN: 6.303 G_L1: 5.111 D_real: 0.093 D_fake: 0.010 +(epoch: 75, iters: 19116, time: 0.307, data: 0.019) G_GAN: 4.989 G_L1: 4.250 D_real: 0.038 D_fake: 0.023 +(epoch: 75, iters: 19216, time: 0.423, data: 0.018) G_GAN: 4.832 G_L1: 5.021 D_real: 0.008 D_fake: 0.025 +(epoch: 75, iters: 19316, time: 0.299, data: 0.021) G_GAN: 5.162 G_L1: 6.548 D_real: 0.128 D_fake: 0.030 +(epoch: 75, iters: 19416, time: 0.299, data: 0.019) G_GAN: 4.179 G_L1: 2.897 D_real: 0.038 D_fake: 0.045 +(epoch: 75, iters: 19516, time: 0.303, data: 0.019) G_GAN: 5.395 G_L1: 4.487 D_real: 0.077 D_fake: 0.034 +(epoch: 75, iters: 19616, time: 0.411, data: 0.021) G_GAN: 3.890 G_L1: 2.986 D_real: 0.108 D_fake: 0.508 +(epoch: 75, iters: 19716, time: 0.298, data: 0.018) G_GAN: 5.619 G_L1: 3.833 D_real: 0.073 D_fake: 0.009 +(epoch: 75, iters: 19816, time: 0.300, data: 0.019) G_GAN: 5.305 G_L1: 2.984 D_real: 0.149 D_fake: 0.031 +(epoch: 75, iters: 19916, time: 0.294, data: 0.020) G_GAN: 5.275 G_L1: 5.197 D_real: 0.021 D_fake: 0.258 +(epoch: 75, iters: 20016, time: 0.421, data: 0.019) G_GAN: 5.861 G_L1: 4.089 D_real: 0.003 D_fake: 0.020 +(epoch: 75, iters: 20116, time: 0.291, data: 0.020) G_GAN: 5.140 G_L1: 6.208 D_real: 0.017 D_fake: 0.058 +(epoch: 75, iters: 20216, time: 0.296, data: 0.020) G_GAN: 4.509 G_L1: 4.686 D_real: 0.143 D_fake: 0.030 +(epoch: 75, iters: 20316, time: 0.306, data: 0.019) G_GAN: 4.593 G_L1: 4.914 D_real: 0.135 D_fake: 0.080 +(epoch: 75, iters: 20416, time: 0.411, data: 0.020) G_GAN: 3.937 G_L1: 3.495 D_real: 0.036 D_fake: 0.053 +(epoch: 75, iters: 20516, time: 0.299, data: 0.019) G_GAN: 5.590 G_L1: 5.708 D_real: 0.001 D_fake: 1.227 +(epoch: 75, iters: 20616, time: 0.294, data: 0.018) G_GAN: 3.765 G_L1: 3.629 D_real: 0.000 D_fake: 0.114 +(epoch: 75, iters: 20716, time: 0.303, data: 0.018) G_GAN: 5.720 G_L1: 4.127 D_real: 0.050 D_fake: 0.058 +(epoch: 75, iters: 20816, time: 0.541, data: 0.020) G_GAN: 3.942 G_L1: 3.258 D_real: 0.052 D_fake: 0.131 +(epoch: 75, iters: 20916, time: 0.293, data: 0.020) G_GAN: 6.184 G_L1: 3.922 D_real: 0.098 D_fake: 0.006 +(epoch: 75, iters: 21016, time: 0.305, data: 0.016) G_GAN: 5.698 G_L1: 3.078 D_real: 0.102 D_fake: 0.016 +(epoch: 75, iters: 21116, time: 0.285, data: 0.018) G_GAN: 3.678 G_L1: 2.734 D_real: 0.157 D_fake: 0.054 +(epoch: 75, iters: 21216, time: 0.424, data: 0.018) G_GAN: 4.916 G_L1: 5.344 D_real: 0.000 D_fake: 0.052 +(epoch: 75, iters: 21316, time: 0.297, data: 0.020) G_GAN: 7.091 G_L1: 4.166 D_real: 0.070 D_fake: 0.014 +(epoch: 75, iters: 21416, time: 0.303, data: 0.018) G_GAN: 5.909 G_L1: 3.650 D_real: 0.032 D_fake: 0.020 +(epoch: 75, iters: 21516, time: 0.310, data: 0.020) G_GAN: 6.337 G_L1: 3.281 D_real: 0.003 D_fake: 0.085 +(epoch: 75, iters: 21616, time: 0.426, data: 0.019) G_GAN: 6.675 G_L1: 5.493 D_real: 0.006 D_fake: 0.054 +(epoch: 75, iters: 21716, time: 0.294, data: 0.018) G_GAN: 5.732 G_L1: 4.146 D_real: 0.017 D_fake: 0.012 +(epoch: 75, iters: 21816, time: 0.291, data: 0.018) G_GAN: 4.948 G_L1: 3.259 D_real: 0.014 D_fake: 0.031 +(epoch: 75, iters: 21916, time: 0.304, data: 0.018) G_GAN: 4.954 G_L1: 3.813 D_real: 0.006 D_fake: 0.038 +(epoch: 75, iters: 22016, time: 0.428, data: 0.019) G_GAN: 5.345 G_L1: 4.429 D_real: 0.001 D_fake: 0.027 +(epoch: 75, iters: 22116, time: 0.310, data: 0.018) G_GAN: 4.542 G_L1: 3.796 D_real: 0.169 D_fake: 0.039 +(epoch: 75, iters: 22216, time: 0.291, data: 0.019) G_GAN: 4.240 G_L1: 3.496 D_real: 0.068 D_fake: 0.057 +(epoch: 75, iters: 22316, time: 0.281, data: 0.018) G_GAN: 4.054 G_L1: 2.623 D_real: 0.025 D_fake: 0.066 +(epoch: 75, iters: 22416, time: 0.408, data: 0.015) G_GAN: 5.059 G_L1: 3.571 D_real: 0.190 D_fake: 0.013 +(epoch: 75, iters: 22516, time: 0.293, data: 0.019) G_GAN: 5.335 G_L1: 4.696 D_real: 0.037 D_fake: 0.135 +(epoch: 75, iters: 22616, time: 0.303, data: 0.019) G_GAN: 5.633 G_L1: 3.811 D_real: 0.292 D_fake: 0.012 +(epoch: 75, iters: 22716, time: 0.293, data: 0.019) G_GAN: 5.202 G_L1: 4.163 D_real: 0.044 D_fake: 0.045 +(epoch: 75, iters: 22816, time: 0.552, data: 0.018) G_GAN: 7.247 G_L1: 3.999 D_real: 0.039 D_fake: 0.007 +(epoch: 75, iters: 22916, time: 0.288, data: 0.017) G_GAN: 5.232 G_L1: 4.958 D_real: 0.157 D_fake: 0.022 +(epoch: 75, iters: 23016, time: 0.301, data: 0.018) G_GAN: 6.443 G_L1: 4.655 D_real: 0.000 D_fake: 0.056 +(epoch: 75, iters: 23116, time: 0.291, data: 0.018) G_GAN: 5.882 G_L1: 4.584 D_real: 0.109 D_fake: 0.030 +(epoch: 75, iters: 23216, time: 0.385, data: 0.019) G_GAN: 4.765 G_L1: 3.394 D_real: 0.000 D_fake: 0.189 +(epoch: 75, iters: 23316, time: 0.281, data: 0.019) G_GAN: 6.503 G_L1: 4.948 D_real: 0.001 D_fake: 0.029 +(epoch: 75, iters: 23416, time: 0.300, data: 0.017) G_GAN: 5.354 G_L1: 5.547 D_real: 0.023 D_fake: 0.051 +(epoch: 75, iters: 23516, time: 0.287, data: 0.018) G_GAN: 4.726 G_L1: 3.714 D_real: 0.190 D_fake: 0.074 +(epoch: 75, iters: 23616, time: 0.422, data: 0.018) G_GAN: 6.094 G_L1: 6.625 D_real: 0.000 D_fake: 0.064 +(epoch: 75, iters: 23716, time: 0.293, data: 0.019) G_GAN: 6.062 G_L1: 3.707 D_real: 0.002 D_fake: 0.036 +(epoch: 75, iters: 23816, time: 0.291, data: 0.017) G_GAN: 3.714 G_L1: 4.982 D_real: 0.000 D_fake: 0.063 +(epoch: 75, iters: 23916, time: 0.302, data: 0.020) G_GAN: 7.956 G_L1: 4.986 D_real: 0.133 D_fake: 0.006 +(epoch: 75, iters: 24016, time: 0.415, data: 0.018) G_GAN: 4.742 G_L1: 5.043 D_real: 0.001 D_fake: 0.107 +(epoch: 75, iters: 24116, time: 0.298, data: 0.019) G_GAN: 6.995 G_L1: 5.682 D_real: 0.034 D_fake: 0.021 +(epoch: 75, iters: 24216, time: 0.296, data: 0.018) G_GAN: 5.229 G_L1: 5.635 D_real: 0.066 D_fake: 0.043 +(epoch: 75, iters: 24316, time: 0.299, data: 0.021) G_GAN: 5.393 G_L1: 3.559 D_real: 0.031 D_fake: 0.014 +(epoch: 75, iters: 24416, time: 0.405, data: 0.018) G_GAN: 4.982 G_L1: 4.252 D_real: 0.010 D_fake: 0.108 +(epoch: 75, iters: 24516, time: 0.299, data: 0.018) G_GAN: 3.346 G_L1: 3.285 D_real: 0.573 D_fake: 0.047 +(epoch: 75, iters: 24616, time: 0.310, data: 0.018) G_GAN: 7.391 G_L1: 4.736 D_real: 0.235 D_fake: 0.062 +(epoch: 75, iters: 24716, time: 0.309, data: 0.018) G_GAN: 5.156 G_L1: 5.027 D_real: 0.000 D_fake: 0.027 +(epoch: 75, iters: 24816, time: 0.592, data: 0.019) G_GAN: 7.035 G_L1: 4.276 D_real: 0.008 D_fake: 0.011 +(epoch: 75, iters: 24916, time: 0.309, data: 0.022) G_GAN: 4.785 G_L1: 4.665 D_real: 0.138 D_fake: 0.052 +(epoch: 75, iters: 25016, time: 0.301, data: 0.019) G_GAN: 5.029 G_L1: 3.579 D_real: 0.039 D_fake: 0.105 +(epoch: 75, iters: 25116, time: 0.295, data: 0.019) G_GAN: 5.142 G_L1: 4.499 D_real: 0.000 D_fake: 0.073 +(epoch: 75, iters: 25216, time: 0.418, data: 0.019) G_GAN: 6.636 G_L1: 5.403 D_real: 0.029 D_fake: 0.029 +(epoch: 75, iters: 25316, time: 0.293, data: 0.018) G_GAN: 6.076 G_L1: 5.307 D_real: 0.032 D_fake: 0.026 +(epoch: 75, iters: 25416, time: 0.295, data: 0.020) G_GAN: 5.866 G_L1: 3.981 D_real: 0.006 D_fake: 0.021 +(epoch: 75, iters: 25516, time: 0.295, data: 0.019) G_GAN: 5.103 G_L1: 4.224 D_real: 0.059 D_fake: 0.093 +(epoch: 75, iters: 25616, time: 0.424, data: 0.018) G_GAN: 4.751 G_L1: 4.520 D_real: 0.000 D_fake: 0.090 +(epoch: 75, iters: 25716, time: 0.285, data: 0.018) G_GAN: 5.182 G_L1: 3.712 D_real: 0.011 D_fake: 0.057 +(epoch: 75, iters: 25816, time: 0.307, data: 0.019) G_GAN: 6.373 G_L1: 4.310 D_real: 0.070 D_fake: 0.055 +(epoch: 75, iters: 25916, time: 0.287, data: 0.019) G_GAN: 6.136 G_L1: 4.665 D_real: 0.003 D_fake: 0.290 +(epoch: 75, iters: 26016, time: 0.419, data: 0.017) G_GAN: 6.639 G_L1: 3.433 D_real: 0.036 D_fake: 0.006 +(epoch: 75, iters: 26116, time: 0.303, data: 0.019) G_GAN: 4.859 G_L1: 4.018 D_real: 0.228 D_fake: 0.013 +(epoch: 75, iters: 26216, time: 0.304, data: 0.021) G_GAN: 3.105 G_L1: 4.266 D_real: 0.464 D_fake: 0.084 +(epoch: 75, iters: 26316, time: 0.304, data: 0.021) G_GAN: 6.814 G_L1: 4.011 D_real: 0.077 D_fake: 0.006 +(epoch: 75, iters: 26416, time: 0.404, data: 0.020) G_GAN: 4.379 G_L1: 3.903 D_real: 0.139 D_fake: 0.040 +(epoch: 75, iters: 26516, time: 0.306, data: 0.019) G_GAN: 5.100 G_L1: 3.772 D_real: 0.010 D_fake: 0.039 +(epoch: 75, iters: 26616, time: 0.300, data: 0.019) G_GAN: 4.496 G_L1: 3.020 D_real: 0.031 D_fake: 0.141 +(epoch: 75, iters: 26716, time: 0.302, data: 0.019) G_GAN: 3.582 G_L1: 3.767 D_real: 0.063 D_fake: 0.209 +(epoch: 75, iters: 26816, time: 0.615, data: 0.018) G_GAN: 5.200 G_L1: 5.583 D_real: 0.068 D_fake: 0.020 +(epoch: 75, iters: 26916, time: 0.288, data: 0.019) G_GAN: 7.295 G_L1: 3.856 D_real: 0.026 D_fake: 0.008 +(epoch: 75, iters: 27016, time: 0.292, data: 0.017) G_GAN: 4.026 G_L1: 4.168 D_real: 0.486 D_fake: 0.020 +(epoch: 75, iters: 27116, time: 0.281, data: 0.017) G_GAN: 3.709 G_L1: 2.444 D_real: 0.023 D_fake: 0.668 +(epoch: 75, iters: 27216, time: 0.411, data: 0.017) G_GAN: 5.328 G_L1: 4.295 D_real: 0.269 D_fake: 0.014 +(epoch: 75, iters: 27316, time: 0.305, data: 0.018) G_GAN: 4.224 G_L1: 2.333 D_real: 0.188 D_fake: 0.202 +(epoch: 75, iters: 27416, time: 0.303, data: 0.020) G_GAN: 3.479 G_L1: 3.569 D_real: 0.027 D_fake: 0.075 +(epoch: 75, iters: 27516, time: 0.299, data: 0.021) G_GAN: 4.627 G_L1: 4.135 D_real: 0.051 D_fake: 0.087 +(epoch: 75, iters: 27616, time: 0.390, data: 0.019) G_GAN: 6.322 G_L1: 6.364 D_real: 0.015 D_fake: 0.012 +(epoch: 75, iters: 27716, time: 0.289, data: 0.022) G_GAN: 4.771 G_L1: 5.429 D_real: 0.060 D_fake: 0.173 +(epoch: 75, iters: 27816, time: 0.295, data: 0.017) G_GAN: 5.337 G_L1: 4.426 D_real: 0.049 D_fake: 0.017 +(epoch: 75, iters: 27916, time: 0.298, data: 0.019) G_GAN: 3.572 G_L1: 2.578 D_real: 0.385 D_fake: 0.060 +(epoch: 75, iters: 28016, time: 0.407, data: 0.017) G_GAN: 3.491 G_L1: 4.173 D_real: 0.338 D_fake: 0.053 +(epoch: 75, iters: 28116, time: 0.287, data: 0.020) G_GAN: 6.506 G_L1: 3.814 D_real: 0.024 D_fake: 0.065 +(epoch: 75, iters: 28216, time: 0.292, data: 0.016) G_GAN: 4.959 G_L1: 3.840 D_real: 0.227 D_fake: 0.021 +(epoch: 75, iters: 28316, time: 0.295, data: 0.018) G_GAN: 4.943 G_L1: 3.791 D_real: 0.013 D_fake: 0.052 +(epoch: 75, iters: 28416, time: 0.369, data: 0.019) G_GAN: 5.528 G_L1: 3.712 D_real: 0.096 D_fake: 0.081 +(epoch: 75, iters: 28516, time: 0.297, data: 0.018) G_GAN: 7.268 G_L1: 6.339 D_real: 0.030 D_fake: 0.006 +(epoch: 75, iters: 28616, time: 0.296, data: 0.018) G_GAN: 4.478 G_L1: 3.869 D_real: 0.072 D_fake: 0.075 +(epoch: 75, iters: 28716, time: 0.287, data: 0.019) G_GAN: 4.321 G_L1: 3.351 D_real: 0.013 D_fake: 0.197 +(epoch: 75, iters: 28816, time: 0.626, data: 0.019) G_GAN: 4.982 G_L1: 4.128 D_real: 0.102 D_fake: 0.042 +(epoch: 75, iters: 28916, time: 0.297, data: 0.019) G_GAN: 4.232 G_L1: 5.545 D_real: 0.416 D_fake: 0.037 +(epoch: 75, iters: 29016, time: 0.294, data: 0.017) G_GAN: 4.563 G_L1: 3.870 D_real: 0.152 D_fake: 0.033 +(epoch: 75, iters: 29116, time: 0.300, data: 0.019) G_GAN: 4.787 G_L1: 2.966 D_real: 0.006 D_fake: 0.051 +(epoch: 75, iters: 29216, time: 0.408, data: 0.019) G_GAN: 5.764 G_L1: 3.789 D_real: 0.030 D_fake: 0.011 +(epoch: 75, iters: 29316, time: 0.298, data: 0.018) G_GAN: 3.521 G_L1: 6.863 D_real: 0.003 D_fake: 0.083 +(epoch: 75, iters: 29416, time: 0.301, data: 0.020) G_GAN: 5.350 G_L1: 4.682 D_real: 0.048 D_fake: 0.068 +(epoch: 75, iters: 29516, time: 0.296, data: 0.020) G_GAN: 5.117 G_L1: 5.807 D_real: 0.002 D_fake: 0.027 +(epoch: 75, iters: 29616, time: 0.424, data: 0.022) G_GAN: 3.836 G_L1: 6.806 D_real: 0.001 D_fake: 0.602 +(epoch: 75, iters: 29716, time: 0.298, data: 0.019) G_GAN: 5.034 G_L1: 4.000 D_real: 0.000 D_fake: 0.053 +(epoch: 75, iters: 29816, time: 0.288, data: 0.018) G_GAN: 5.159 G_L1: 4.479 D_real: 0.000 D_fake: 0.036 +(epoch: 75, iters: 29916, time: 0.288, data: 0.020) G_GAN: 5.014 G_L1: 3.490 D_real: 0.009 D_fake: 0.024 +(epoch: 75, iters: 30016, time: 0.415, data: 0.020) G_GAN: 6.328 G_L1: 6.200 D_real: 0.001 D_fake: 0.857 +(epoch: 75, iters: 30116, time: 0.291, data: 0.020) G_GAN: 3.634 G_L1: 3.655 D_real: 0.051 D_fake: 0.092 +(epoch: 75, iters: 30216, time: 0.302, data: 0.018) G_GAN: 5.115 G_L1: 4.135 D_real: 0.033 D_fake: 0.018 +(epoch: 75, iters: 30316, time: 0.294, data: 0.019) G_GAN: 4.560 G_L1: 4.562 D_real: 0.082 D_fake: 0.082 +(epoch: 75, iters: 30416, time: 0.413, data: 0.018) G_GAN: 4.827 G_L1: 3.306 D_real: 0.344 D_fake: 0.028 +(epoch: 75, iters: 30516, time: 0.304, data: 0.019) G_GAN: 6.092 G_L1: 3.351 D_real: 0.171 D_fake: 0.017 +(epoch: 75, iters: 30616, time: 0.291, data: 0.020) G_GAN: 5.513 G_L1: 4.027 D_real: 0.003 D_fake: 0.148 +(epoch: 75, iters: 30716, time: 0.300, data: 0.018) G_GAN: 5.750 G_L1: 4.085 D_real: 0.000 D_fake: 0.021 +(epoch: 75, iters: 30816, time: 0.640, data: 0.020) G_GAN: 6.620 G_L1: 5.342 D_real: 0.088 D_fake: 0.051 +(epoch: 75, iters: 30916, time: 0.295, data: 0.018) G_GAN: 4.707 G_L1: 3.478 D_real: 0.112 D_fake: 0.154 +(epoch: 75, iters: 31016, time: 0.292, data: 0.021) G_GAN: 5.526 G_L1: 5.668 D_real: 0.005 D_fake: 0.114 +(epoch: 75, iters: 31116, time: 0.294, data: 0.018) G_GAN: 4.623 G_L1: 6.119 D_real: 0.017 D_fake: 0.041 +(epoch: 75, iters: 31216, time: 0.397, data: 0.018) G_GAN: 6.694 G_L1: 4.623 D_real: 0.169 D_fake: 0.009 +(epoch: 75, iters: 31316, time: 0.288, data: 0.020) G_GAN: 4.860 G_L1: 5.894 D_real: 0.390 D_fake: 0.011 +(epoch: 75, iters: 31416, time: 0.306, data: 0.016) G_GAN: 5.377 G_L1: 5.140 D_real: 0.016 D_fake: 0.021 +(epoch: 75, iters: 31516, time: 0.296, data: 0.019) G_GAN: 6.663 G_L1: 5.866 D_real: 0.027 D_fake: 0.052 +(epoch: 75, iters: 31616, time: 0.421, data: 0.022) G_GAN: 3.661 G_L1: 4.355 D_real: 0.993 D_fake: 0.088 +(epoch: 75, iters: 31716, time: 0.287, data: 0.018) G_GAN: 6.272 G_L1: 3.913 D_real: 0.101 D_fake: 0.008 +(epoch: 75, iters: 31816, time: 0.295, data: 0.019) G_GAN: 4.562 G_L1: 4.629 D_real: 0.043 D_fake: 0.089 +(epoch: 75, iters: 31916, time: 0.294, data: 0.018) G_GAN: 3.519 G_L1: 4.124 D_real: 0.048 D_fake: 0.384 +(epoch: 75, iters: 32016, time: 0.394, data: 0.019) G_GAN: 5.025 G_L1: 6.153 D_real: 0.015 D_fake: 0.465 +(epoch: 75, iters: 32116, time: 0.302, data: 0.018) G_GAN: 4.820 G_L1: 3.974 D_real: 0.198 D_fake: 0.047 +(epoch: 75, iters: 32216, time: 0.296, data: 0.019) G_GAN: 4.733 G_L1: 2.789 D_real: 0.285 D_fake: 0.014 +(epoch: 75, iters: 32316, time: 0.291, data: 0.018) G_GAN: 4.452 G_L1: 4.127 D_real: 0.019 D_fake: 0.152 +(epoch: 75, iters: 32416, time: 0.389, data: 0.021) G_GAN: 4.983 G_L1: 3.929 D_real: 0.243 D_fake: 0.094 +(epoch: 75, iters: 32516, time: 0.303, data: 0.018) G_GAN: 4.131 G_L1: 3.172 D_real: 0.019 D_fake: 0.299 +(epoch: 75, iters: 32616, time: 0.298, data: 0.019) G_GAN: 5.495 G_L1: 4.897 D_real: 0.478 D_fake: 0.029 +(epoch: 75, iters: 32716, time: 0.299, data: 0.020) G_GAN: 4.171 G_L1: 3.617 D_real: 0.009 D_fake: 0.165 +(epoch: 75, iters: 32816, time: 0.565, data: 0.020) G_GAN: 6.413 G_L1: 3.466 D_real: 0.070 D_fake: 0.039 +(epoch: 75, iters: 32916, time: 0.292, data: 0.021) G_GAN: 3.744 G_L1: 2.937 D_real: 0.318 D_fake: 0.058 +(epoch: 75, iters: 33016, time: 0.294, data: 0.018) G_GAN: 6.293 G_L1: 4.428 D_real: 0.013 D_fake: 0.018 +(epoch: 75, iters: 33116, time: 0.299, data: 0.019) G_GAN: 4.511 G_L1: 3.681 D_real: 0.009 D_fake: 0.192 +(epoch: 75, iters: 33216, time: 0.417, data: 0.017) G_GAN: 5.326 G_L1: 4.362 D_real: 0.033 D_fake: 0.019 +(epoch: 75, iters: 33316, time: 0.285, data: 0.018) G_GAN: 4.367 G_L1: 4.170 D_real: 0.028 D_fake: 0.107 +(epoch: 75, iters: 33416, time: 0.280, data: 0.018) G_GAN: 5.661 G_L1: 3.813 D_real: 0.001 D_fake: 0.052 +(epoch: 75, iters: 33516, time: 0.292, data: 0.017) G_GAN: 3.946 G_L1: 3.121 D_real: 0.004 D_fake: 0.064 +(epoch: 75, iters: 33616, time: 0.418, data: 0.019) G_GAN: 4.085 G_L1: 3.370 D_real: 0.222 D_fake: 0.074 +(epoch: 75, iters: 33716, time: 0.300, data: 0.019) G_GAN: 6.319 G_L1: 6.572 D_real: 0.073 D_fake: 0.029 +(epoch: 75, iters: 33816, time: 0.297, data: 0.020) G_GAN: 3.871 G_L1: 3.277 D_real: 0.034 D_fake: 0.092 +(epoch: 75, iters: 33916, time: 0.290, data: 0.019) G_GAN: 3.738 G_L1: 5.358 D_real: 0.096 D_fake: 0.100 +(epoch: 75, iters: 34016, time: 0.408, data: 0.017) G_GAN: 3.520 G_L1: 3.089 D_real: 0.275 D_fake: 0.105 +(epoch: 75, iters: 34116, time: 0.289, data: 0.018) G_GAN: 5.136 G_L1: 5.218 D_real: 0.047 D_fake: 0.040 +(epoch: 75, iters: 34216, time: 0.285, data: 0.016) G_GAN: 3.816 G_L1: 2.874 D_real: 0.009 D_fake: 0.509 +(epoch: 75, iters: 34316, time: 0.278, data: 0.017) G_GAN: 5.273 G_L1: 3.765 D_real: 0.162 D_fake: 0.010 +(epoch: 75, iters: 34416, time: 0.376, data: 0.016) G_GAN: 5.604 G_L1: 3.176 D_real: 0.026 D_fake: 0.028 +(epoch: 75, iters: 34516, time: 0.300, data: 0.015) G_GAN: 5.332 G_L1: 2.889 D_real: 0.026 D_fake: 0.063 +(epoch: 75, iters: 34616, time: 0.291, data: 0.018) G_GAN: 4.287 G_L1: 3.559 D_real: 0.047 D_fake: 0.093 +(epoch: 75, iters: 34716, time: 0.296, data: 0.017) G_GAN: 4.276 G_L1: 4.238 D_real: 0.005 D_fake: 0.104 +(epoch: 75, iters: 34816, time: 0.550, data: 0.018) G_GAN: 3.574 G_L1: 4.635 D_real: 0.050 D_fake: 0.167 +(epoch: 75, iters: 34916, time: 0.274, data: 0.018) G_GAN: 4.282 G_L1: 3.191 D_real: 0.002 D_fake: 0.192 +(epoch: 75, iters: 35016, time: 0.293, data: 0.016) G_GAN: 4.027 G_L1: 3.665 D_real: 0.116 D_fake: 0.104 +(epoch: 75, iters: 35116, time: 0.283, data: 0.020) G_GAN: 4.584 G_L1: 4.048 D_real: 0.049 D_fake: 0.140 +(epoch: 75, iters: 35216, time: 0.411, data: 0.016) G_GAN: 3.865 G_L1: 3.990 D_real: 0.020 D_fake: 0.119 +(epoch: 75, iters: 35316, time: 0.285, data: 0.018) G_GAN: 5.605 G_L1: 4.085 D_real: 0.001 D_fake: 0.257 +(epoch: 75, iters: 35416, time: 0.277, data: 0.017) G_GAN: 4.695 G_L1: 3.723 D_real: 0.254 D_fake: 0.027 +(epoch: 75, iters: 35516, time: 0.276, data: 0.017) G_GAN: 4.481 G_L1: 3.844 D_real: 0.272 D_fake: 0.072 +(epoch: 75, iters: 35616, time: 0.394, data: 0.016) G_GAN: 4.323 G_L1: 4.353 D_real: 0.207 D_fake: 0.058 +(epoch: 75, iters: 35716, time: 0.281, data: 0.015) G_GAN: 3.185 G_L1: 3.086 D_real: 0.179 D_fake: 0.076 +(epoch: 75, iters: 35816, time: 0.282, data: 0.016) G_GAN: 3.558 G_L1: 2.826 D_real: 0.088 D_fake: 0.273 +(epoch: 75, iters: 35916, time: 0.282, data: 0.015) G_GAN: 6.595 G_L1: 3.205 D_real: 0.037 D_fake: 0.042 +(epoch: 75, iters: 36016, time: 0.400, data: 0.017) G_GAN: 5.026 G_L1: 4.818 D_real: 0.000 D_fake: 0.480 +(epoch: 75, iters: 36116, time: 0.297, data: 0.013) G_GAN: 3.698 G_L1: 3.492 D_real: 0.376 D_fake: 0.026 +(epoch: 75, iters: 36216, time: 0.289, data: 0.017) G_GAN: 5.967 G_L1: 5.804 D_real: 0.002 D_fake: 0.049 +(epoch: 75, iters: 36316, time: 0.304, data: 0.017) G_GAN: 6.082 G_L1: 4.712 D_real: 0.176 D_fake: 0.011 +(epoch: 75, iters: 36416, time: 0.405, data: 0.018) G_GAN: 2.635 G_L1: 3.624 D_real: 0.497 D_fake: 0.078 +(epoch: 75, iters: 36516, time: 0.299, data: 0.017) G_GAN: 4.115 G_L1: 2.974 D_real: 0.043 D_fake: 0.041 +(epoch: 75, iters: 36616, time: 0.278, data: 0.017) G_GAN: 6.732 G_L1: 5.755 D_real: 0.000 D_fake: 0.006 +(epoch: 75, iters: 36716, time: 0.288, data: 0.016) G_GAN: 7.641 G_L1: 4.653 D_real: 0.105 D_fake: 0.007 +(epoch: 75, iters: 36816, time: 0.600, data: 0.019) G_GAN: 4.937 G_L1: 4.880 D_real: 0.162 D_fake: 0.055 +(epoch: 75, iters: 36916, time: 0.302, data: 0.019) G_GAN: 5.346 G_L1: 3.552 D_real: 0.005 D_fake: 0.033 +(epoch: 75, iters: 37016, time: 0.297, data: 0.020) G_GAN: 4.098 G_L1: 2.474 D_real: 0.111 D_fake: 0.028 +(epoch: 75, iters: 37116, time: 0.290, data: 0.019) G_GAN: 6.759 G_L1: 5.477 D_real: 0.129 D_fake: 0.004 +(epoch: 75, iters: 37216, time: 0.393, data: 0.017) G_GAN: 6.900 G_L1: 4.275 D_real: 0.014 D_fake: 0.016 +(epoch: 75, iters: 37316, time: 0.291, data: 0.015) G_GAN: 4.189 G_L1: 6.571 D_real: 0.137 D_fake: 0.063 +(epoch: 75, iters: 37416, time: 0.287, data: 0.018) G_GAN: 5.129 G_L1: 4.495 D_real: 0.002 D_fake: 0.160 +(epoch: 75, iters: 37516, time: 0.291, data: 0.016) G_GAN: 6.222 G_L1: 4.496 D_real: 0.033 D_fake: 0.030 +(epoch: 75, iters: 37616, time: 0.384, data: 0.018) G_GAN: 5.944 G_L1: 5.402 D_real: 0.046 D_fake: 0.030 +(epoch: 75, iters: 37716, time: 0.298, data: 0.015) G_GAN: 8.823 G_L1: 7.994 D_real: 0.000 D_fake: 0.001 +(epoch: 75, iters: 37816, time: 0.299, data: 0.018) G_GAN: 6.497 G_L1: 3.989 D_real: 0.077 D_fake: 0.145 +(epoch: 75, iters: 37916, time: 0.301, data: 0.017) G_GAN: 7.212 G_L1: 6.874 D_real: 0.000 D_fake: 0.119 +(epoch: 75, iters: 38016, time: 0.396, data: 0.019) G_GAN: 9.030 G_L1: 14.815 D_real: 0.000 D_fake: 0.012 +(epoch: 75, iters: 38116, time: 0.297, data: 0.022) G_GAN: 10.676 G_L1: 4.494 D_real: 0.004 D_fake: 0.003 +(epoch: 75, iters: 38216, time: 0.294, data: 0.018) G_GAN: 7.321 G_L1: 4.628 D_real: 0.063 D_fake: 0.006 +(epoch: 75, iters: 38316, time: 0.302, data: 0.017) G_GAN: 7.732 G_L1: 7.526 D_real: 0.000 D_fake: 0.097 +(epoch: 75, iters: 38416, time: 0.410, data: 0.018) G_GAN: 9.950 G_L1: 7.138 D_real: 0.006 D_fake: 0.295 +(epoch: 75, iters: 38516, time: 0.298, data: 0.018) G_GAN: 21.111 G_L1: 6.686 D_real: 0.044 D_fake: 0.420 +(epoch: 75, iters: 38616, time: 0.298, data: 0.018) G_GAN: 19.341 G_L1: 10.717 D_real: 0.045 D_fake: 1.045 +(epoch: 75, iters: 38716, time: 0.290, data: 0.019) G_GAN: 16.206 G_L1: 10.424 D_real: 0.013 D_fake: 0.254 +(epoch: 75, iters: 38816, time: 0.606, data: 0.018) G_GAN: 13.348 G_L1: 6.278 D_real: 0.002 D_fake: 0.097 +(epoch: 75, iters: 38916, time: 0.292, data: 0.019) G_GAN: 21.893 G_L1: 6.318 D_real: 0.010 D_fake: 0.007 +(epoch: 75, iters: 39016, time: 0.291, data: 0.017) G_GAN: 17.308 G_L1: 10.029 D_real: 0.096 D_fake: 0.061 +(epoch: 75, iters: 39116, time: 0.298, data: 0.018) G_GAN: 9.668 G_L1: 8.203 D_real: 0.002 D_fake: 0.023 +(epoch: 75, iters: 39216, time: 0.406, data: 0.018) G_GAN: 8.087 G_L1: 4.226 D_real: 0.009 D_fake: 0.078 +(epoch: 75, iters: 39316, time: 0.312, data: 0.017) G_GAN: 6.975 G_L1: 5.124 D_real: 0.022 D_fake: 0.114 +(epoch: 75, iters: 39416, time: 0.300, data: 0.018) G_GAN: 10.486 G_L1: 7.626 D_real: 0.000 D_fake: 0.008 +(epoch: 75, iters: 39516, time: 0.298, data: 0.018) G_GAN: 8.408 G_L1: 7.681 D_real: 0.017 D_fake: 0.138 +(epoch: 75, iters: 39616, time: 0.416, data: 0.018) G_GAN: 10.937 G_L1: 7.015 D_real: 0.000 D_fake: 0.006 +(epoch: 75, iters: 39716, time: 0.283, data: 0.018) G_GAN: 10.553 G_L1: 8.353 D_real: 0.000 D_fake: 0.062 +(epoch: 75, iters: 39816, time: 0.287, data: 0.017) G_GAN: 11.474 G_L1: 8.069 D_real: 0.000 D_fake: 0.030 +(epoch: 75, iters: 39916, time: 0.297, data: 0.017) G_GAN: 14.536 G_L1: 5.270 D_real: 0.001 D_fake: 0.000 +(epoch: 75, iters: 40016, time: 0.423, data: 0.018) G_GAN: 11.115 G_L1: 7.012 D_real: 0.000 D_fake: 0.028 +(epoch: 75, iters: 40116, time: 0.285, data: 0.019) G_GAN: 10.130 G_L1: 5.273 D_real: 0.000 D_fake: 0.003 +(epoch: 75, iters: 40216, time: 0.294, data: 0.018) G_GAN: 10.178 G_L1: 6.684 D_real: 0.000 D_fake: 0.003 +(epoch: 75, iters: 40316, time: 0.291, data: 0.017) G_GAN: 9.949 G_L1: 8.029 D_real: 0.001 D_fake: 0.034 +(epoch: 75, iters: 40416, time: 0.409, data: 0.018) G_GAN: 9.631 G_L1: 6.383 D_real: 0.000 D_fake: 0.007 +(epoch: 75, iters: 40516, time: 0.292, data: 0.017) G_GAN: 9.973 G_L1: 9.622 D_real: 0.000 D_fake: 0.027 +(epoch: 75, iters: 40616, time: 0.289, data: 0.018) G_GAN: 8.042 G_L1: 5.968 D_real: 0.000 D_fake: 0.049 +(epoch: 75, iters: 40716, time: 0.291, data: 0.018) G_GAN: 9.962 G_L1: 6.616 D_real: 0.001 D_fake: 0.014 +(epoch: 75, iters: 40816, time: 0.530, data: 0.016) G_GAN: 11.309 G_L1: 7.970 D_real: 0.018 D_fake: 0.005 +(epoch: 75, iters: 40916, time: 0.284, data: 0.018) G_GAN: 11.324 G_L1: 9.536 D_real: 0.000 D_fake: 0.003 +(epoch: 75, iters: 41016, time: 0.290, data: 0.017) G_GAN: 11.755 G_L1: 7.515 D_real: 0.000 D_fake: 0.002 +(epoch: 75, iters: 41116, time: 0.293, data: 0.016) G_GAN: 12.756 G_L1: 7.742 D_real: 0.000 D_fake: 0.006 +(epoch: 75, iters: 41216, time: 0.422, data: 0.017) G_GAN: 10.408 G_L1: 6.759 D_real: 0.001 D_fake: 0.010 +(epoch: 75, iters: 41316, time: 0.296, data: 0.018) G_GAN: 10.190 G_L1: 5.786 D_real: 0.000 D_fake: 0.026 +(epoch: 75, iters: 41416, time: 0.304, data: 0.018) G_GAN: 8.197 G_L1: 5.456 D_real: 0.000 D_fake: 0.008 +(epoch: 75, iters: 41516, time: 0.304, data: 0.018) G_GAN: 8.892 G_L1: 12.409 D_real: 0.001 D_fake: 0.005 +(epoch: 75, iters: 41616, time: 0.418, data: 0.021) G_GAN: 8.268 G_L1: 4.967 D_real: 0.001 D_fake: 0.026 +(epoch: 75, iters: 41716, time: 0.288, data: 0.020) G_GAN: 7.232 G_L1: 5.475 D_real: 0.008 D_fake: 0.053 +(epoch: 75, iters: 41816, time: 0.293, data: 0.016) G_GAN: 8.652 G_L1: 4.901 D_real: 0.001 D_fake: 0.077 +(epoch: 75, iters: 41916, time: 0.292, data: 0.016) G_GAN: 9.027 G_L1: 6.387 D_real: 0.075 D_fake: 0.010 +(epoch: 75, iters: 42016, time: 0.416, data: 0.017) G_GAN: 8.898 G_L1: 7.096 D_real: 0.000 D_fake: 0.030 +(epoch: 75, iters: 42116, time: 0.294, data: 0.017) G_GAN: 6.116 G_L1: 4.019 D_real: 0.000 D_fake: 0.037 +(epoch: 75, iters: 42216, time: 0.297, data: 0.017) G_GAN: 5.418 G_L1: 6.011 D_real: 0.001 D_fake: 0.055 +(epoch: 75, iters: 42316, time: 0.281, data: 0.018) G_GAN: 13.638 G_L1: 10.160 D_real: 0.740 D_fake: 0.579 +(epoch: 75, iters: 42416, time: 0.393, data: 0.017) G_GAN: 4.620 G_L1: 4.472 D_real: 0.001 D_fake: 0.019 +(epoch: 75, iters: 42516, time: 0.288, data: 0.019) G_GAN: 4.520 G_L1: 5.904 D_real: 0.000 D_fake: 0.251 +(epoch: 75, iters: 42616, time: 0.293, data: 0.018) G_GAN: 4.891 G_L1: 4.603 D_real: 0.000 D_fake: 0.017 +(epoch: 75, iters: 42716, time: 0.291, data: 0.017) G_GAN: 4.814 G_L1: 3.889 D_real: 0.000 D_fake: 0.078 +(epoch: 75, iters: 42816, time: 0.571, data: 0.016) G_GAN: 6.135 G_L1: 4.670 D_real: 0.000 D_fake: 0.015 +(epoch: 75, iters: 42916, time: 0.282, data: 0.018) G_GAN: 5.487 G_L1: 4.570 D_real: 0.001 D_fake: 0.117 +(epoch: 75, iters: 43016, time: 0.292, data: 0.016) G_GAN: 4.327 G_L1: 3.712 D_real: 0.000 D_fake: 0.049 +(epoch: 75, iters: 43116, time: 0.299, data: 0.017) G_GAN: 6.045 G_L1: 6.211 D_real: 0.000 D_fake: 0.023 +(epoch: 75, iters: 43216, time: 0.417, data: 0.019) G_GAN: 4.193 G_L1: 3.402 D_real: 0.000 D_fake: 0.050 +(epoch: 75, iters: 43316, time: 0.278, data: 0.018) G_GAN: 3.995 G_L1: 4.787 D_real: 0.000 D_fake: 0.031 +(epoch: 75, iters: 43416, time: 0.287, data: 0.017) G_GAN: 4.738 G_L1: 4.140 D_real: 0.000 D_fake: 0.072 +(epoch: 75, iters: 43516, time: 0.299, data: 0.016) G_GAN: 3.689 G_L1: 5.176 D_real: 0.000 D_fake: 0.101 +(epoch: 75, iters: 43616, time: 0.411, data: 0.019) G_GAN: 4.300 G_L1: 5.355 D_real: 0.000 D_fake: 0.080 +(epoch: 75, iters: 43716, time: 0.301, data: 0.017) G_GAN: 7.255 G_L1: 7.043 D_real: 0.000 D_fake: 0.013 +(epoch: 75, iters: 43816, time: 0.296, data: 0.017) G_GAN: 6.777 G_L1: 4.278 D_real: 0.000 D_fake: 0.005 +(epoch: 75, iters: 43916, time: 0.291, data: 0.018) G_GAN: 4.539 G_L1: 4.482 D_real: 0.000 D_fake: 0.031 +(epoch: 75, iters: 44016, time: 0.388, data: 0.017) G_GAN: 7.510 G_L1: 4.285 D_real: 0.000 D_fake: 0.003 +(epoch: 75, iters: 44116, time: 0.285, data: 0.020) G_GAN: 5.775 G_L1: 10.750 D_real: 0.000 D_fake: 0.224 +(epoch: 75, iters: 44216, time: 0.290, data: 0.018) G_GAN: 6.126 G_L1: 5.599 D_real: 0.000 D_fake: 0.007 +(epoch: 75, iters: 44316, time: 0.295, data: 0.018) G_GAN: 4.847 G_L1: 6.697 D_real: 0.000 D_fake: 0.095 +(epoch: 75, iters: 44416, time: 0.407, data: 0.017) G_GAN: 5.348 G_L1: 5.055 D_real: 0.000 D_fake: 0.023 +(epoch: 75, iters: 44516, time: 0.283, data: 0.018) G_GAN: 4.154 G_L1: 4.422 D_real: 0.000 D_fake: 0.163 +(epoch: 75, iters: 44616, time: 0.287, data: 0.018) G_GAN: 5.951 G_L1: 5.800 D_real: 0.000 D_fake: 0.104 +(epoch: 75, iters: 44716, time: 0.292, data: 0.018) G_GAN: 4.320 G_L1: 5.132 D_real: 0.000 D_fake: 0.204 +(epoch: 75, iters: 44816, time: 0.569, data: 0.019) G_GAN: 4.038 G_L1: 6.155 D_real: 0.000 D_fake: 0.206 +(epoch: 75, iters: 44916, time: 0.294, data: 0.015) G_GAN: 4.607 G_L1: 8.369 D_real: 0.000 D_fake: 0.134 +(epoch: 75, iters: 45016, time: 0.294, data: 0.018) G_GAN: 4.823 G_L1: 4.060 D_real: 0.001 D_fake: 0.019 +(epoch: 75, iters: 45116, time: 0.299, data: 0.017) G_GAN: 4.452 G_L1: 5.526 D_real: 0.001 D_fake: 0.041 +(epoch: 75, iters: 45216, time: 0.376, data: 0.019) G_GAN: 5.052 G_L1: 11.642 D_real: 0.000 D_fake: 0.095 +(epoch: 75, iters: 45316, time: 0.284, data: 0.017) G_GAN: 3.561 G_L1: 4.022 D_real: 0.000 D_fake: 0.056 +(epoch: 75, iters: 45416, time: 0.288, data: 0.017) G_GAN: 3.582 G_L1: 5.282 D_real: 0.000 D_fake: 0.198 +(epoch: 75, iters: 45516, time: 0.288, data: 0.017) G_GAN: 4.071 G_L1: 4.249 D_real: 0.000 D_fake: 0.416 +(epoch: 75, iters: 45616, time: 0.411, data: 0.016) G_GAN: 4.404 G_L1: 5.002 D_real: 0.000 D_fake: 0.045 +(epoch: 75, iters: 45716, time: 0.293, data: 0.017) G_GAN: 3.279 G_L1: 3.880 D_real: 0.000 D_fake: 0.038 +(epoch: 75, iters: 45816, time: 0.296, data: 0.017) G_GAN: 5.824 G_L1: 5.211 D_real: 0.000 D_fake: 0.028 +(epoch: 75, iters: 45916, time: 0.301, data: 0.017) G_GAN: 3.828 G_L1: 4.235 D_real: 0.000 D_fake: 0.195 +(epoch: 75, iters: 46016, time: 0.410, data: 0.018) G_GAN: 5.065 G_L1: 6.427 D_real: 0.000 D_fake: 0.042 +(epoch: 75, iters: 46116, time: 0.296, data: 0.015) G_GAN: 3.979 G_L1: 5.912 D_real: 0.000 D_fake: 0.193 +(epoch: 75, iters: 46216, time: 0.296, data: 0.019) G_GAN: 2.509 G_L1: 4.774 D_real: 0.000 D_fake: 0.148 +(epoch: 75, iters: 46316, time: 0.286, data: 0.019) G_GAN: 3.362 G_L1: 4.906 D_real: 0.000 D_fake: 0.078 +(epoch: 75, iters: 46416, time: 0.397, data: 0.017) G_GAN: 8.002 G_L1: 11.695 D_real: 0.000 D_fake: 0.010 +(epoch: 75, iters: 46516, time: 0.292, data: 0.017) G_GAN: 5.619 G_L1: 8.135 D_real: 0.000 D_fake: 0.108 +(epoch: 75, iters: 46616, time: 0.283, data: 0.017) G_GAN: 4.760 G_L1: 7.660 D_real: 0.000 D_fake: 0.167 +(epoch: 75, iters: 46716, time: 0.294, data: 0.017) G_GAN: 5.009 G_L1: 4.690 D_real: 0.000 D_fake: 0.029 +(epoch: 75, iters: 46816, time: 0.598, data: 0.019) G_GAN: 3.171 G_L1: 3.535 D_real: 0.000 D_fake: 0.417 +(epoch: 75, iters: 46916, time: 0.284, data: 0.016) G_GAN: 3.741 G_L1: 4.058 D_real: 0.000 D_fake: 0.109 +(epoch: 75, iters: 47016, time: 0.294, data: 0.017) G_GAN: 3.375 G_L1: 5.661 D_real: 0.000 D_fake: 0.066 +(epoch: 75, iters: 47116, time: 0.295, data: 0.017) G_GAN: 2.842 G_L1: 3.600 D_real: 0.000 D_fake: 0.158 +(epoch: 75, iters: 47216, time: 0.386, data: 0.018) G_GAN: 2.941 G_L1: 4.310 D_real: 0.000 D_fake: 0.142 +(epoch: 75, iters: 47316, time: 0.295, data: 0.018) G_GAN: 6.836 G_L1: 8.286 D_real: 0.001 D_fake: 0.014 +(epoch: 75, iters: 47416, time: 0.292, data: 0.018) G_GAN: 5.479 G_L1: 6.141 D_real: 0.000 D_fake: 0.020 +(epoch: 75, iters: 47516, time: 0.289, data: 0.018) G_GAN: 2.861 G_L1: 4.496 D_real: 0.000 D_fake: 0.503 +(epoch: 75, iters: 47616, time: 0.417, data: 0.018) G_GAN: 4.759 G_L1: 6.299 D_real: 0.000 D_fake: 0.047 +(epoch: 75, iters: 47716, time: 0.289, data: 0.018) G_GAN: 2.834 G_L1: 4.191 D_real: 0.000 D_fake: 0.096 +(epoch: 75, iters: 47816, time: 0.286, data: 0.018) G_GAN: 2.816 G_L1: 4.672 D_real: 0.000 D_fake: 0.095 +(epoch: 75, iters: 47916, time: 0.290, data: 0.016) G_GAN: 3.511 G_L1: 3.308 D_real: 0.000 D_fake: 0.124 +(epoch: 75, iters: 48016, time: 0.408, data: 0.020) G_GAN: 4.514 G_L1: 6.831 D_real: 0.000 D_fake: 0.099 +(epoch: 75, iters: 48116, time: 0.293, data: 0.018) G_GAN: 4.926 G_L1: 4.973 D_real: 0.000 D_fake: 0.029 +(epoch: 75, iters: 48216, time: 0.273, data: 0.018) G_GAN: 2.352 G_L1: 3.865 D_real: 0.000 D_fake: 0.639 +(epoch: 75, iters: 48316, time: 0.294, data: 0.017) G_GAN: 3.918 G_L1: 4.198 D_real: 0.000 D_fake: 0.084 +(epoch: 75, iters: 48416, time: 0.374, data: 0.017) G_GAN: 2.841 G_L1: 4.108 D_real: 0.000 D_fake: 0.248 +(epoch: 75, iters: 48516, time: 0.282, data: 0.017) G_GAN: 2.962 G_L1: 3.942 D_real: 0.000 D_fake: 0.420 +(epoch: 75, iters: 48616, time: 0.284, data: 0.016) G_GAN: 2.447 G_L1: 4.456 D_real: 0.000 D_fake: 0.557 +(epoch: 75, iters: 48716, time: 0.289, data: 0.016) G_GAN: 2.864 G_L1: 4.156 D_real: 0.000 D_fake: 0.200 +(epoch: 75, iters: 48816, time: 0.578, data: 0.018) G_GAN: 4.633 G_L1: 6.623 D_real: 0.000 D_fake: 0.160 +(epoch: 75, iters: 48916, time: 0.290, data: 0.018) G_GAN: 3.599 G_L1: 6.198 D_real: 0.001 D_fake: 0.061 +(epoch: 75, iters: 49016, time: 0.306, data: 0.020) G_GAN: 3.632 G_L1: 5.270 D_real: 0.000 D_fake: 0.097 +(epoch: 75, iters: 49116, time: 0.292, data: 0.020) G_GAN: 3.307 G_L1: 8.201 D_real: 0.001 D_fake: 0.096 +(epoch: 75, iters: 49216, time: 0.435, data: 0.020) G_GAN: 2.429 G_L1: 4.476 D_real: 0.000 D_fake: 0.487 +(epoch: 75, iters: 49316, time: 0.298, data: 0.022) G_GAN: 3.708 G_L1: 4.601 D_real: 0.005 D_fake: 0.424 +(epoch: 75, iters: 49416, time: 0.288, data: 0.020) G_GAN: 1.999 G_L1: 4.760 D_real: 0.000 D_fake: 0.168 +(epoch: 75, iters: 49516, time: 0.296, data: 0.021) G_GAN: 2.687 G_L1: 7.518 D_real: 0.000 D_fake: 1.219 +(epoch: 75, iters: 49616, time: 0.426, data: 0.019) G_GAN: 3.533 G_L1: 4.947 D_real: 0.000 D_fake: 0.454 +(epoch: 75, iters: 49716, time: 0.299, data: 0.019) G_GAN: 4.581 G_L1: 7.671 D_real: 0.001 D_fake: 0.203 +(epoch: 75, iters: 49816, time: 0.297, data: 0.019) G_GAN: 3.427 G_L1: 5.337 D_real: 0.000 D_fake: 0.100 +(epoch: 75, iters: 49916, time: 0.294, data: 0.020) G_GAN: 2.846 G_L1: 5.556 D_real: 0.001 D_fake: 0.312 +(epoch: 75, iters: 50016, time: 0.418, data: 0.020) G_GAN: 3.344 G_L1: 6.844 D_real: 0.001 D_fake: 0.320 +(epoch: 75, iters: 50116, time: 0.304, data: 0.019) G_GAN: 3.613 G_L1: 3.978 D_real: 0.002 D_fake: 0.188 +(epoch: 75, iters: 50216, time: 0.304, data: 0.018) G_GAN: 2.262 G_L1: 4.038 D_real: 0.000 D_fake: 0.232 +(epoch: 75, iters: 50316, time: 0.301, data: 0.019) G_GAN: 2.655 G_L1: 4.578 D_real: 0.001 D_fake: 0.928 +(epoch: 75, iters: 50416, time: 0.418, data: 0.019) G_GAN: 2.496 G_L1: 4.534 D_real: 0.000 D_fake: 0.283 +(epoch: 75, iters: 50516, time: 0.306, data: 0.019) G_GAN: 2.043 G_L1: 5.684 D_real: 0.000 D_fake: 0.428 +(epoch: 75, iters: 50616, time: 0.304, data: 0.019) G_GAN: 2.241 G_L1: 4.755 D_real: 0.000 D_fake: 0.361 +(epoch: 75, iters: 50716, time: 0.292, data: 0.022) G_GAN: 1.898 G_L1: 4.917 D_real: 0.000 D_fake: 0.342 +(epoch: 75, iters: 50816, time: 0.594, data: 0.020) G_GAN: 4.285 G_L1: 6.749 D_real: 0.004 D_fake: 0.032 +(epoch: 75, iters: 50916, time: 0.300, data: 0.017) G_GAN: 2.444 G_L1: 3.782 D_real: 0.002 D_fake: 0.228 +(epoch: 75, iters: 51016, time: 0.299, data: 0.019) G_GAN: 1.980 G_L1: 4.438 D_real: 0.001 D_fake: 0.236 +(epoch: 75, iters: 51116, time: 0.300, data: 0.020) G_GAN: 2.832 G_L1: 9.866 D_real: 0.000 D_fake: 0.422 +(epoch: 75, iters: 51216, time: 0.414, data: 0.019) G_GAN: 2.216 G_L1: 4.413 D_real: 0.000 D_fake: 0.111 +(epoch: 75, iters: 51316, time: 0.287, data: 0.019) G_GAN: 1.615 G_L1: 5.233 D_real: 0.000 D_fake: 0.520 +(epoch: 75, iters: 51416, time: 0.293, data: 0.018) G_GAN: 2.262 G_L1: 4.711 D_real: 0.000 D_fake: 0.176 +(epoch: 75, iters: 51516, time: 0.304, data: 0.019) G_GAN: 3.733 G_L1: 8.595 D_real: 0.000 D_fake: 1.510 +(epoch: 75, iters: 51616, time: 0.402, data: 0.021) G_GAN: 3.672 G_L1: 5.220 D_real: 0.000 D_fake: 0.153 +(epoch: 75, iters: 51716, time: 0.303, data: 0.020) G_GAN: 3.497 G_L1: 5.590 D_real: 0.000 D_fake: 0.080 +(epoch: 75, iters: 51816, time: 0.311, data: 0.019) G_GAN: 2.138 G_L1: 4.757 D_real: 0.001 D_fake: 1.223 +(epoch: 75, iters: 51916, time: 0.292, data: 0.019) G_GAN: 2.344 G_L1: 3.659 D_real: 0.000 D_fake: 0.215 +(epoch: 75, iters: 52016, time: 0.418, data: 0.018) G_GAN: 2.280 G_L1: 3.982 D_real: 0.000 D_fake: 0.429 +(epoch: 75, iters: 52116, time: 0.304, data: 0.020) G_GAN: 2.213 G_L1: 10.655 D_real: 0.008 D_fake: 0.405 +(epoch: 75, iters: 52216, time: 0.300, data: 0.018) G_GAN: 4.214 G_L1: 4.840 D_real: 0.001 D_fake: 0.082 +(epoch: 75, iters: 52316, time: 0.298, data: 0.019) G_GAN: 5.083 G_L1: 7.409 D_real: 0.008 D_fake: 0.030 +(epoch: 75, iters: 52416, time: 0.427, data: 0.021) G_GAN: 1.166 G_L1: 5.362 D_real: 0.000 D_fake: 0.972 +(epoch: 75, iters: 52516, time: 0.297, data: 0.019) G_GAN: 1.531 G_L1: 4.155 D_real: 0.000 D_fake: 0.472 +(epoch: 75, iters: 52616, time: 0.301, data: 0.020) G_GAN: 2.297 G_L1: 9.355 D_real: 0.005 D_fake: 0.261 +(epoch: 75, iters: 52716, time: 0.301, data: 0.019) G_GAN: 2.027 G_L1: 5.618 D_real: 0.001 D_fake: 0.502 +(epoch: 75, iters: 52816, time: 0.529, data: 0.019) G_GAN: 1.876 G_L1: 5.699 D_real: 0.000 D_fake: 0.382 +(epoch: 75, iters: 52916, time: 0.303, data: 0.018) G_GAN: 2.828 G_L1: 3.970 D_real: 0.001 D_fake: 0.193 +(epoch: 75, iters: 53016, time: 0.301, data: 0.019) G_GAN: 2.398 G_L1: 4.718 D_real: 0.000 D_fake: 0.702 +(epoch: 75, iters: 53116, time: 0.303, data: 0.019) G_GAN: 3.121 G_L1: 3.941 D_real: 0.000 D_fake: 0.107 +(epoch: 75, iters: 53216, time: 0.414, data: 0.021) G_GAN: 3.333 G_L1: 4.601 D_real: 0.000 D_fake: 0.098 +(epoch: 75, iters: 53316, time: 0.306, data: 0.019) G_GAN: 1.970 G_L1: 3.704 D_real: 0.001 D_fake: 0.378 +(epoch: 75, iters: 53416, time: 0.306, data: 0.019) G_GAN: 2.374 G_L1: 3.455 D_real: 0.001 D_fake: 0.370 +(epoch: 75, iters: 53516, time: 0.296, data: 0.019) G_GAN: 3.081 G_L1: 9.183 D_real: 0.000 D_fake: 0.192 +(epoch: 75, iters: 53616, time: 0.402, data: 0.018) G_GAN: 2.715 G_L1: 4.648 D_real: 0.001 D_fake: 0.327 +(epoch: 75, iters: 53716, time: 0.291, data: 0.020) G_GAN: 2.877 G_L1: 3.360 D_real: 0.038 D_fake: 0.169 +(epoch: 75, iters: 53816, time: 0.295, data: 0.019) G_GAN: 1.811 G_L1: 4.578 D_real: 0.000 D_fake: 0.233 +(epoch: 75, iters: 53916, time: 0.302, data: 0.020) G_GAN: 2.009 G_L1: 5.478 D_real: 0.001 D_fake: 0.245 +(epoch: 75, iters: 54016, time: 0.414, data: 0.019) G_GAN: 2.766 G_L1: 8.419 D_real: 0.001 D_fake: 1.043 +(epoch: 75, iters: 54116, time: 0.303, data: 0.019) G_GAN: 1.796 G_L1: 4.587 D_real: 0.000 D_fake: 0.485 +(epoch: 75, iters: 54216, time: 0.303, data: 0.018) G_GAN: 3.651 G_L1: 11.014 D_real: 0.006 D_fake: 0.322 +(epoch: 75, iters: 54316, time: 0.301, data: 0.019) G_GAN: 1.398 G_L1: 4.366 D_real: 0.000 D_fake: 0.585 +(epoch: 75, iters: 54416, time: 0.412, data: 0.019) G_GAN: 2.072 G_L1: 3.916 D_real: 0.002 D_fake: 0.267 +(epoch: 75, iters: 54516, time: 0.299, data: 0.019) G_GAN: 1.763 G_L1: 4.580 D_real: 0.000 D_fake: 0.557 +(epoch: 75, iters: 54616, time: 0.292, data: 0.019) G_GAN: 1.269 G_L1: 5.614 D_real: 0.245 D_fake: 0.469 +(epoch: 75, iters: 54716, time: 0.288, data: 0.018) G_GAN: 1.923 G_L1: 5.416 D_real: 0.001 D_fake: 0.376 +(epoch: 75, iters: 54816, time: 0.627, data: 0.016) G_GAN: 3.183 G_L1: 5.438 D_real: 0.000 D_fake: 0.213 +(epoch: 75, iters: 54916, time: 0.303, data: 0.017) G_GAN: 2.027 G_L1: 5.127 D_real: 0.000 D_fake: 0.452 +(epoch: 75, iters: 55016, time: 0.281, data: 0.020) G_GAN: 1.666 G_L1: 4.098 D_real: 0.002 D_fake: 0.501 +(epoch: 75, iters: 55116, time: 0.297, data: 0.017) G_GAN: 2.896 G_L1: 4.911 D_real: 0.033 D_fake: 0.082 +(epoch: 75, iters: 55216, time: 0.411, data: 0.019) G_GAN: 2.100 G_L1: 4.936 D_real: 0.000 D_fake: 0.297 +(epoch: 75, iters: 55316, time: 0.301, data: 0.018) G_GAN: 0.941 G_L1: 5.130 D_real: 0.000 D_fake: 1.847 +(epoch: 75, iters: 55416, time: 0.305, data: 0.022) G_GAN: 2.083 G_L1: 4.108 D_real: 0.005 D_fake: 0.241 +(epoch: 75, iters: 55516, time: 0.305, data: 0.018) G_GAN: 2.345 G_L1: 4.746 D_real: 0.005 D_fake: 0.347 +(epoch: 75, iters: 55616, time: 0.421, data: 0.020) G_GAN: 2.361 G_L1: 4.540 D_real: 0.000 D_fake: 0.165 +(epoch: 75, iters: 55716, time: 0.299, data: 0.020) G_GAN: 1.301 G_L1: 3.898 D_real: 0.002 D_fake: 0.743 +(epoch: 75, iters: 55816, time: 0.307, data: 0.018) G_GAN: 1.568 G_L1: 4.810 D_real: 0.034 D_fake: 0.403 +(epoch: 75, iters: 55916, time: 0.293, data: 0.019) G_GAN: 4.117 G_L1: 5.997 D_real: 0.000 D_fake: 0.300 +(epoch: 75, iters: 56016, time: 0.419, data: 0.018) G_GAN: 1.258 G_L1: 5.150 D_real: 0.004 D_fake: 0.628 +(epoch: 75, iters: 56116, time: 0.303, data: 0.018) G_GAN: 1.759 G_L1: 4.506 D_real: 0.000 D_fake: 0.378 +(epoch: 75, iters: 56216, time: 0.302, data: 0.019) G_GAN: 1.289 G_L1: 4.412 D_real: 0.000 D_fake: 0.870 +(epoch: 75, iters: 56316, time: 0.304, data: 0.021) G_GAN: 1.785 G_L1: 4.983 D_real: 0.000 D_fake: 0.393 +(epoch: 75, iters: 56416, time: 0.419, data: 0.019) G_GAN: 1.952 G_L1: 4.521 D_real: 0.000 D_fake: 0.974 +(epoch: 75, iters: 56516, time: 0.303, data: 0.017) G_GAN: 0.989 G_L1: 4.914 D_real: 0.000 D_fake: 0.785 +(epoch: 75, iters: 56616, time: 0.303, data: 0.019) G_GAN: 1.690 G_L1: 3.226 D_real: 0.014 D_fake: 0.331 +(epoch: 75, iters: 56716, time: 0.304, data: 0.028) G_GAN: 2.193 G_L1: 4.859 D_real: 0.000 D_fake: 0.268 +(epoch: 75, iters: 56816, time: 0.644, data: 0.019) G_GAN: 1.390 G_L1: 4.841 D_real: 0.000 D_fake: 0.820 +(epoch: 75, iters: 56916, time: 0.298, data: 0.019) G_GAN: 1.811 G_L1: 5.650 D_real: 0.003 D_fake: 0.503 +(epoch: 75, iters: 57016, time: 0.298, data: 0.020) G_GAN: 2.355 G_L1: 3.482 D_real: 0.000 D_fake: 0.474 +(epoch: 75, iters: 57116, time: 0.281, data: 0.024) G_GAN: 1.671 G_L1: 5.255 D_real: 0.000 D_fake: 0.662 +(epoch: 75, iters: 57216, time: 0.403, data: 0.017) G_GAN: 1.905 G_L1: 5.654 D_real: 0.000 D_fake: 0.621 +(epoch: 75, iters: 57316, time: 0.304, data: 0.018) G_GAN: 1.347 G_L1: 4.984 D_real: 0.000 D_fake: 0.548 +(epoch: 75, iters: 57416, time: 0.302, data: 0.019) G_GAN: 2.725 G_L1: 5.933 D_real: 0.001 D_fake: 0.094 +(epoch: 75, iters: 57516, time: 0.308, data: 0.019) G_GAN: 1.956 G_L1: 6.535 D_real: 0.000 D_fake: 0.538 +(epoch: 75, iters: 57616, time: 0.394, data: 0.018) G_GAN: 1.533 G_L1: 7.879 D_real: 0.000 D_fake: 0.447 +(epoch: 75, iters: 57716, time: 0.286, data: 0.022) G_GAN: 2.099 G_L1: 4.730 D_real: 0.000 D_fake: 0.230 +(epoch: 75, iters: 57816, time: 0.293, data: 0.019) G_GAN: 2.441 G_L1: 5.156 D_real: 0.003 D_fake: 0.515 +(epoch: 75, iters: 57916, time: 0.294, data: 0.018) G_GAN: 1.421 G_L1: 4.315 D_real: 0.000 D_fake: 0.644 +(epoch: 75, iters: 58016, time: 0.412, data: 0.018) G_GAN: 1.780 G_L1: 4.580 D_real: 0.000 D_fake: 0.560 +(epoch: 75, iters: 58116, time: 0.306, data: 0.020) G_GAN: 2.087 G_L1: 6.145 D_real: 0.010 D_fake: 0.419 +(epoch: 75, iters: 58216, time: 0.306, data: 0.020) G_GAN: 2.022 G_L1: 4.490 D_real: 0.012 D_fake: 0.406 +(epoch: 75, iters: 58316, time: 0.305, data: 0.019) G_GAN: 1.940 G_L1: 6.583 D_real: 0.000 D_fake: 0.946 +(epoch: 75, iters: 58416, time: 0.421, data: 0.020) G_GAN: 1.917 G_L1: 3.555 D_real: 0.000 D_fake: 0.177 +(epoch: 75, iters: 58516, time: 0.297, data: 0.022) G_GAN: 1.179 G_L1: 4.286 D_real: 0.000 D_fake: 0.515 +(epoch: 75, iters: 58616, time: 0.291, data: 0.020) G_GAN: 1.864 G_L1: 5.196 D_real: 0.000 D_fake: 0.298 +(epoch: 75, iters: 58716, time: 0.297, data: 0.020) G_GAN: 2.003 G_L1: 4.581 D_real: 0.001 D_fake: 0.311 +(epoch: 75, iters: 58816, time: 0.592, data: 0.018) G_GAN: 1.836 G_L1: 4.457 D_real: 0.000 D_fake: 0.586 +(epoch: 75, iters: 58916, time: 0.277, data: 0.020) G_GAN: 1.606 G_L1: 4.040 D_real: 0.002 D_fake: 0.496 +(epoch: 75, iters: 59016, time: 0.300, data: 0.019) G_GAN: 2.200 G_L1: 5.608 D_real: 0.000 D_fake: 0.252 +(epoch: 75, iters: 59116, time: 0.262, data: 0.019) G_GAN: 1.641 G_L1: 6.666 D_real: 0.000 D_fake: 0.937 +(epoch: 75, iters: 59216, time: 0.385, data: 0.015) G_GAN: 2.134 G_L1: 4.531 D_real: 0.000 D_fake: 0.173 +(epoch: 75, iters: 59316, time: 0.283, data: 0.019) G_GAN: 1.020 G_L1: 5.412 D_real: 0.000 D_fake: 1.172 +(epoch: 75, iters: 59416, time: 0.289, data: 0.018) G_GAN: 1.571 G_L1: 3.909 D_real: 0.000 D_fake: 0.640 +(epoch: 75, iters: 59516, time: 0.287, data: 0.016) G_GAN: 1.516 G_L1: 3.759 D_real: 0.000 D_fake: 0.507 +(epoch: 75, iters: 59616, time: 0.383, data: 0.018) G_GAN: 1.317 G_L1: 3.643 D_real: 0.001 D_fake: 0.541 +(epoch: 75, iters: 59716, time: 0.291, data: 0.020) G_GAN: 1.967 G_L1: 3.464 D_real: 0.000 D_fake: 0.369 +(epoch: 75, iters: 59816, time: 0.287, data: 0.021) G_GAN: 1.089 G_L1: 4.238 D_real: 0.001 D_fake: 0.760 +(epoch: 75, iters: 59916, time: 0.293, data: 0.017) G_GAN: 1.602 G_L1: 4.193 D_real: 0.001 D_fake: 0.502 +(epoch: 75, iters: 60016, time: 0.384, data: 0.019) G_GAN: 1.513 G_L1: 4.308 D_real: 0.002 D_fake: 0.560 +(epoch: 76, iters: 100, time: 0.296, data: 0.453) G_GAN: 1.082 G_L1: 3.496 D_real: 0.000 D_fake: 0.722 +(epoch: 76, iters: 200, time: 0.298, data: 0.026) G_GAN: 1.336 G_L1: 4.795 D_real: 0.000 D_fake: 0.473 +(epoch: 76, iters: 300, time: 0.298, data: 0.020) G_GAN: 2.698 G_L1: 7.280 D_real: 0.000 D_fake: 0.229 +(epoch: 76, iters: 400, time: 0.621, data: 0.019) G_GAN: 1.844 G_L1: 3.703 D_real: 0.000 D_fake: 0.529 +(epoch: 76, iters: 500, time: 0.297, data: 0.019) G_GAN: 1.956 G_L1: 5.393 D_real: 0.006 D_fake: 0.396 +(epoch: 76, iters: 600, time: 0.285, data: 0.019) G_GAN: 1.669 G_L1: 4.088 D_real: 0.000 D_fake: 0.364 +(epoch: 76, iters: 700, time: 0.296, data: 0.020) G_GAN: 1.809 G_L1: 4.663 D_real: 0.000 D_fake: 0.525 +(epoch: 76, iters: 800, time: 0.562, data: 0.020) G_GAN: 1.778 G_L1: 3.632 D_real: 0.000 D_fake: 0.381 +(epoch: 76, iters: 900, time: 0.296, data: 0.018) G_GAN: 1.628 G_L1: 4.459 D_real: 0.000 D_fake: 0.634 +(epoch: 76, iters: 1000, time: 0.292, data: 0.020) G_GAN: 1.829 G_L1: 5.871 D_real: 0.000 D_fake: 0.526 +(epoch: 76, iters: 1100, time: 0.288, data: 0.019) G_GAN: 1.464 G_L1: 3.782 D_real: 0.000 D_fake: 0.463 +(epoch: 76, iters: 1200, time: 0.417, data: 0.020) G_GAN: 2.108 G_L1: 4.648 D_real: 0.000 D_fake: 0.765 +(epoch: 76, iters: 1300, time: 0.292, data: 0.018) G_GAN: 2.460 G_L1: 5.611 D_real: 0.008 D_fake: 0.524 +(epoch: 76, iters: 1400, time: 0.289, data: 0.019) G_GAN: 1.373 G_L1: 3.834 D_real: 0.001 D_fake: 0.445 +(epoch: 76, iters: 1500, time: 0.299, data: 0.019) G_GAN: 2.733 G_L1: 5.869 D_real: 0.000 D_fake: 0.255 +(epoch: 76, iters: 1600, time: 0.404, data: 0.019) G_GAN: 0.963 G_L1: 3.825 D_real: 0.006 D_fake: 1.175 +(epoch: 76, iters: 1700, time: 0.301, data: 0.019) G_GAN: 1.289 G_L1: 4.669 D_real: 0.000 D_fake: 0.645 +(epoch: 76, iters: 1800, time: 0.296, data: 0.019) G_GAN: 2.844 G_L1: 5.007 D_real: 0.000 D_fake: 0.330 +(epoch: 76, iters: 1900, time: 0.302, data: 0.022) G_GAN: 1.272 G_L1: 3.891 D_real: 0.001 D_fake: 0.556 +(epoch: 76, iters: 2000, time: 0.405, data: 0.019) G_GAN: 1.686 G_L1: 4.695 D_real: 0.001 D_fake: 0.489 +(epoch: 76, iters: 2100, time: 0.289, data: 0.018) G_GAN: 1.061 G_L1: 3.211 D_real: 0.008 D_fake: 0.558 +(epoch: 76, iters: 2200, time: 0.295, data: 0.018) G_GAN: 1.954 G_L1: 10.407 D_real: 0.001 D_fake: 0.462 +(epoch: 76, iters: 2300, time: 0.279, data: 0.019) G_GAN: 1.495 G_L1: 6.280 D_real: 0.010 D_fake: 1.907 +(epoch: 76, iters: 2400, time: 0.399, data: 0.018) G_GAN: 1.779 G_L1: 4.943 D_real: 0.001 D_fake: 0.539 +(epoch: 76, iters: 2500, time: 0.298, data: 0.018) G_GAN: 1.846 G_L1: 9.350 D_real: 0.140 D_fake: 0.205 +(epoch: 76, iters: 2600, time: 0.291, data: 0.020) G_GAN: 1.177 G_L1: 3.943 D_real: 0.000 D_fake: 1.615 +(epoch: 76, iters: 2700, time: 0.290, data: 0.019) G_GAN: 2.078 G_L1: 5.279 D_real: 0.000 D_fake: 0.306 +(epoch: 76, iters: 2800, time: 0.608, data: 0.020) G_GAN: 1.907 G_L1: 4.608 D_real: 0.001 D_fake: 0.338 +(epoch: 76, iters: 2900, time: 0.292, data: 0.019) G_GAN: 1.306 G_L1: 3.717 D_real: 0.000 D_fake: 0.520 +(epoch: 76, iters: 3000, time: 0.291, data: 0.019) G_GAN: 1.970 G_L1: 4.855 D_real: 0.000 D_fake: 0.218 +(epoch: 76, iters: 3100, time: 0.297, data: 0.018) G_GAN: 2.198 G_L1: 5.715 D_real: 0.123 D_fake: 0.221 +(epoch: 76, iters: 3200, time: 0.415, data: 0.019) G_GAN: 1.513 G_L1: 4.073 D_real: 0.290 D_fake: 0.318 +(epoch: 76, iters: 3300, time: 0.295, data: 0.019) G_GAN: 2.098 G_L1: 3.677 D_real: 0.007 D_fake: 0.323 +(epoch: 76, iters: 3400, time: 0.282, data: 0.019) G_GAN: 2.089 G_L1: 5.389 D_real: 0.019 D_fake: 0.246 +(epoch: 76, iters: 3500, time: 0.294, data: 0.018) G_GAN: 2.789 G_L1: 5.533 D_real: 0.132 D_fake: 0.406 +(epoch: 76, iters: 3600, time: 0.393, data: 0.019) G_GAN: 2.914 G_L1: 4.334 D_real: 0.007 D_fake: 0.811 +(epoch: 76, iters: 3700, time: 0.290, data: 0.018) G_GAN: 1.339 G_L1: 4.897 D_real: 0.006 D_fake: 0.606 +(epoch: 76, iters: 3800, time: 0.291, data: 0.019) G_GAN: 2.412 G_L1: 4.891 D_real: 0.000 D_fake: 0.272 +(epoch: 76, iters: 3900, time: 0.305, data: 0.019) G_GAN: 3.067 G_L1: 4.144 D_real: 0.002 D_fake: 0.285 +(epoch: 76, iters: 4000, time: 0.424, data: 0.019) G_GAN: 2.089 G_L1: 3.485 D_real: 0.584 D_fake: 0.314 +(epoch: 76, iters: 4100, time: 0.301, data: 0.018) G_GAN: 3.781 G_L1: 7.133 D_real: 0.060 D_fake: 0.498 +(epoch: 76, iters: 4200, time: 0.302, data: 0.020) G_GAN: 3.796 G_L1: 4.856 D_real: 0.129 D_fake: 0.112 +(epoch: 76, iters: 4300, time: 0.290, data: 0.019) G_GAN: 2.554 G_L1: 5.116 D_real: 0.000 D_fake: 0.189 +(epoch: 76, iters: 4400, time: 0.411, data: 0.019) G_GAN: 3.436 G_L1: 5.089 D_real: 0.002 D_fake: 0.403 +(epoch: 76, iters: 4500, time: 0.307, data: 0.019) G_GAN: 2.762 G_L1: 4.370 D_real: 0.005 D_fake: 0.109 +(epoch: 76, iters: 4600, time: 0.297, data: 0.019) G_GAN: 3.226 G_L1: 5.142 D_real: 0.003 D_fake: 0.083 +(epoch: 76, iters: 4700, time: 0.302, data: 0.019) G_GAN: 2.176 G_L1: 4.112 D_real: 0.019 D_fake: 0.358 +(epoch: 76, iters: 4800, time: 0.611, data: 0.019) G_GAN: 2.353 G_L1: 5.072 D_real: 0.005 D_fake: 0.301 +(epoch: 76, iters: 4900, time: 0.308, data: 0.018) G_GAN: 4.352 G_L1: 4.683 D_real: 0.001 D_fake: 0.092 +(epoch: 76, iters: 5000, time: 0.299, data: 0.020) G_GAN: 3.175 G_L1: 4.102 D_real: 0.006 D_fake: 0.250 +(epoch: 76, iters: 5100, time: 0.298, data: 0.019) G_GAN: 3.138 G_L1: 3.063 D_real: 0.072 D_fake: 0.120 +(epoch: 76, iters: 5200, time: 0.414, data: 0.019) G_GAN: 3.901 G_L1: 6.209 D_real: 0.325 D_fake: 0.164 +(epoch: 76, iters: 5300, time: 0.302, data: 0.019) G_GAN: 3.480 G_L1: 4.973 D_real: 0.205 D_fake: 0.111 +(epoch: 76, iters: 5400, time: 0.302, data: 0.020) G_GAN: 3.311 G_L1: 6.961 D_real: 0.002 D_fake: 0.385 +(epoch: 76, iters: 5500, time: 0.302, data: 0.019) G_GAN: 1.927 G_L1: 3.987 D_real: 0.003 D_fake: 0.248 +(epoch: 76, iters: 5600, time: 0.389, data: 0.019) G_GAN: 2.938 G_L1: 4.846 D_real: 0.001 D_fake: 0.274 +(epoch: 76, iters: 5700, time: 0.306, data: 0.019) G_GAN: 4.573 G_L1: 7.035 D_real: 0.032 D_fake: 0.071 +(epoch: 76, iters: 5800, time: 0.302, data: 0.018) G_GAN: 3.233 G_L1: 5.079 D_real: 0.013 D_fake: 0.418 +(epoch: 76, iters: 5900, time: 0.300, data: 0.019) G_GAN: 4.455 G_L1: 3.913 D_real: 0.093 D_fake: 0.078 +(epoch: 76, iters: 6000, time: 0.426, data: 0.019) G_GAN: 2.252 G_L1: 5.762 D_real: 0.029 D_fake: 0.707 +(epoch: 76, iters: 6100, time: 0.301, data: 0.018) G_GAN: 1.786 G_L1: 3.718 D_real: 0.011 D_fake: 0.377 +(epoch: 76, iters: 6200, time: 0.299, data: 0.019) G_GAN: 1.991 G_L1: 3.965 D_real: 0.000 D_fake: 0.298 +(epoch: 76, iters: 6300, time: 0.295, data: 0.021) G_GAN: 3.095 G_L1: 5.631 D_real: 0.006 D_fake: 0.440 +(epoch: 76, iters: 6400, time: 0.413, data: 0.022) G_GAN: 2.375 G_L1: 4.226 D_real: 0.003 D_fake: 0.223 +(epoch: 76, iters: 6500, time: 0.302, data: 0.018) G_GAN: 5.825 G_L1: 4.650 D_real: 0.057 D_fake: 0.017 +(epoch: 76, iters: 6600, time: 0.300, data: 0.019) G_GAN: 2.457 G_L1: 5.105 D_real: 0.006 D_fake: 0.264 +(epoch: 76, iters: 6700, time: 0.301, data: 0.019) G_GAN: 3.377 G_L1: 3.898 D_real: 0.003 D_fake: 0.091 +(epoch: 76, iters: 6800, time: 0.617, data: 0.019) G_GAN: 5.134 G_L1: 4.957 D_real: 0.292 D_fake: 0.123 +(epoch: 76, iters: 6900, time: 0.305, data: 0.020) G_GAN: 3.898 G_L1: 4.902 D_real: 0.001 D_fake: 0.221 +(epoch: 76, iters: 7000, time: 0.304, data: 0.020) G_GAN: 3.059 G_L1: 5.180 D_real: 0.007 D_fake: 0.101 +(epoch: 76, iters: 7100, time: 0.300, data: 0.020) G_GAN: 2.731 G_L1: 4.981 D_real: 0.006 D_fake: 0.139 +(epoch: 76, iters: 7200, time: 0.420, data: 0.019) G_GAN: 2.026 G_L1: 3.515 D_real: 0.003 D_fake: 0.291 +(epoch: 76, iters: 7300, time: 0.303, data: 0.019) G_GAN: 3.248 G_L1: 5.147 D_real: 0.023 D_fake: 0.190 +(epoch: 76, iters: 7400, time: 0.303, data: 0.018) G_GAN: 2.338 G_L1: 5.052 D_real: 0.066 D_fake: 0.229 +(epoch: 76, iters: 7500, time: 0.302, data: 0.021) G_GAN: 2.539 G_L1: 4.441 D_real: 0.052 D_fake: 0.146 +(epoch: 76, iters: 7600, time: 0.414, data: 0.018) G_GAN: 2.623 G_L1: 4.395 D_real: 0.016 D_fake: 0.117 +(epoch: 76, iters: 7700, time: 0.297, data: 0.019) G_GAN: 2.610 G_L1: 4.356 D_real: 0.000 D_fake: 0.166 +(epoch: 76, iters: 7800, time: 0.305, data: 0.019) G_GAN: 2.986 G_L1: 4.492 D_real: 0.047 D_fake: 0.125 +(epoch: 76, iters: 7900, time: 0.292, data: 0.019) G_GAN: 2.829 G_L1: 4.500 D_real: 0.025 D_fake: 0.113 +(epoch: 76, iters: 8000, time: 0.391, data: 0.018) G_GAN: 2.388 G_L1: 4.451 D_real: 0.000 D_fake: 0.258 +(epoch: 76, iters: 8100, time: 0.303, data: 0.018) G_GAN: 3.357 G_L1: 5.166 D_real: 0.002 D_fake: 0.287 +(epoch: 76, iters: 8200, time: 0.301, data: 0.018) G_GAN: 2.740 G_L1: 3.423 D_real: 0.020 D_fake: 0.235 +(epoch: 76, iters: 8300, time: 0.304, data: 0.018) G_GAN: 3.994 G_L1: 3.374 D_real: 0.016 D_fake: 0.062 +(epoch: 76, iters: 8400, time: 0.396, data: 0.019) G_GAN: 3.204 G_L1: 5.275 D_real: 0.064 D_fake: 0.114 +(epoch: 76, iters: 8500, time: 0.303, data: 0.020) G_GAN: 3.684 G_L1: 4.308 D_real: 0.578 D_fake: 0.069 +(epoch: 76, iters: 8600, time: 0.299, data: 0.019) G_GAN: 2.146 G_L1: 3.819 D_real: 0.211 D_fake: 0.442 +(epoch: 76, iters: 8700, time: 0.298, data: 0.021) G_GAN: 5.722 G_L1: 4.766 D_real: 0.008 D_fake: 0.068 +(epoch: 76, iters: 8800, time: 0.616, data: 0.022) G_GAN: 4.340 G_L1: 5.171 D_real: 0.886 D_fake: 0.014 +(epoch: 76, iters: 8900, time: 0.294, data: 0.020) G_GAN: 4.504 G_L1: 4.366 D_real: 0.046 D_fake: 0.041 +(epoch: 76, iters: 9000, time: 0.304, data: 0.022) G_GAN: 6.450 G_L1: 4.052 D_real: 0.018 D_fake: 0.027 +(epoch: 76, iters: 9100, time: 0.294, data: 0.018) G_GAN: 3.181 G_L1: 3.500 D_real: 0.774 D_fake: 0.089 +(epoch: 76, iters: 9200, time: 0.391, data: 0.017) G_GAN: 5.747 G_L1: 7.852 D_real: 0.002 D_fake: 0.318 +(epoch: 76, iters: 9300, time: 0.282, data: 0.019) G_GAN: 5.561 G_L1: 3.311 D_real: 0.103 D_fake: 0.194 +(epoch: 76, iters: 9400, time: 0.305, data: 0.017) G_GAN: 5.195 G_L1: 3.887 D_real: 0.002 D_fake: 0.029 +(epoch: 76, iters: 9500, time: 0.302, data: 0.020) G_GAN: 3.443 G_L1: 4.313 D_real: 0.076 D_fake: 0.140 +(epoch: 76, iters: 9600, time: 0.425, data: 0.019) G_GAN: 3.238 G_L1: 4.722 D_real: 0.008 D_fake: 0.178 +(epoch: 76, iters: 9700, time: 0.302, data: 0.017) G_GAN: 4.954 G_L1: 6.587 D_real: 0.004 D_fake: 0.054 +(epoch: 76, iters: 9800, time: 0.295, data: 0.018) G_GAN: 6.169 G_L1: 4.622 D_real: 0.085 D_fake: 0.037 +(epoch: 76, iters: 9900, time: 0.299, data: 0.018) G_GAN: 3.506 G_L1: 4.809 D_real: 0.077 D_fake: 0.076 +(epoch: 76, iters: 10000, time: 0.416, data: 0.020) G_GAN: 3.389 G_L1: 3.861 D_real: 0.104 D_fake: 0.076 +(epoch: 76, iters: 10100, time: 0.297, data: 0.018) G_GAN: 4.838 G_L1: 4.211 D_real: 0.048 D_fake: 0.043 +(epoch: 76, iters: 10200, time: 0.295, data: 0.020) G_GAN: 3.057 G_L1: 5.175 D_real: 0.019 D_fake: 0.152 +(epoch: 76, iters: 10300, time: 0.293, data: 0.019) G_GAN: 6.627 G_L1: 6.829 D_real: 0.037 D_fake: 0.065 +(epoch: 76, iters: 10400, time: 0.393, data: 0.018) G_GAN: 3.298 G_L1: 3.998 D_real: 0.013 D_fake: 0.176 +(epoch: 76, iters: 10500, time: 0.303, data: 0.018) G_GAN: 2.499 G_L1: 4.126 D_real: 0.205 D_fake: 0.210 +(epoch: 76, iters: 10600, time: 0.295, data: 0.019) G_GAN: 3.233 G_L1: 5.255 D_real: 0.041 D_fake: 0.231 +(epoch: 76, iters: 10700, time: 0.307, data: 0.017) G_GAN: 2.323 G_L1: 3.631 D_real: 0.012 D_fake: 0.251 +(epoch: 76, iters: 10800, time: 0.624, data: 0.018) G_GAN: 2.343 G_L1: 2.891 D_real: 0.181 D_fake: 0.175 +(epoch: 76, iters: 10900, time: 0.296, data: 0.019) G_GAN: 3.622 G_L1: 4.516 D_real: 1.260 D_fake: 0.067 +(epoch: 76, iters: 11000, time: 0.307, data: 0.020) G_GAN: 4.437 G_L1: 3.242 D_real: 0.049 D_fake: 0.024 +(epoch: 76, iters: 11100, time: 0.292, data: 0.019) G_GAN: 3.993 G_L1: 6.383 D_real: 0.012 D_fake: 0.073 +(epoch: 76, iters: 11200, time: 0.422, data: 0.019) G_GAN: 5.431 G_L1: 5.729 D_real: 0.020 D_fake: 0.056 +(epoch: 76, iters: 11300, time: 0.301, data: 0.017) G_GAN: 5.154 G_L1: 4.436 D_real: 0.011 D_fake: 0.027 +(epoch: 76, iters: 11400, time: 0.296, data: 0.022) G_GAN: 5.131 G_L1: 5.781 D_real: 0.011 D_fake: 0.028 +(epoch: 76, iters: 11500, time: 0.297, data: 0.019) G_GAN: 7.036 G_L1: 6.363 D_real: 0.110 D_fake: 0.067 +(epoch: 76, iters: 11600, time: 0.416, data: 0.018) G_GAN: 3.663 G_L1: 4.134 D_real: 0.198 D_fake: 0.079 +(epoch: 76, iters: 11700, time: 0.298, data: 0.019) G_GAN: 2.641 G_L1: 6.008 D_real: 0.016 D_fake: 0.242 +(epoch: 76, iters: 11800, time: 0.294, data: 0.018) G_GAN: 2.826 G_L1: 6.619 D_real: 0.046 D_fake: 0.239 +(epoch: 76, iters: 11900, time: 0.299, data: 0.018) G_GAN: 5.107 G_L1: 3.935 D_real: 0.027 D_fake: 0.025 +(epoch: 76, iters: 12000, time: 0.407, data: 0.019) G_GAN: 4.830 G_L1: 6.991 D_real: 0.067 D_fake: 0.052 +(epoch: 76, iters: 12100, time: 0.298, data: 0.018) G_GAN: 4.376 G_L1: 6.234 D_real: 0.263 D_fake: 0.036 +(epoch: 76, iters: 12200, time: 0.296, data: 0.021) G_GAN: 5.361 G_L1: 6.900 D_real: 0.008 D_fake: 0.057 +(epoch: 76, iters: 12300, time: 0.304, data: 0.019) G_GAN: 2.534 G_L1: 4.703 D_real: 0.742 D_fake: 0.115 +(epoch: 76, iters: 12400, time: 0.410, data: 0.017) G_GAN: 3.523 G_L1: 4.111 D_real: 0.011 D_fake: 0.055 +(epoch: 76, iters: 12500, time: 0.296, data: 0.019) G_GAN: 3.737 G_L1: 4.859 D_real: 0.176 D_fake: 0.060 +(epoch: 76, iters: 12600, time: 0.303, data: 0.018) G_GAN: 3.667 G_L1: 3.983 D_real: 0.286 D_fake: 0.047 +(epoch: 76, iters: 12700, time: 0.291, data: 0.018) G_GAN: 4.163 G_L1: 4.698 D_real: 0.116 D_fake: 0.063 +(epoch: 76, iters: 12800, time: 0.594, data: 0.018) G_GAN: 4.768 G_L1: 4.107 D_real: 0.034 D_fake: 0.075 +(epoch: 76, iters: 12900, time: 0.285, data: 0.019) G_GAN: 3.966 G_L1: 5.974 D_real: 0.003 D_fake: 0.072 +(epoch: 76, iters: 13000, time: 0.306, data: 0.018) G_GAN: 4.728 G_L1: 4.363 D_real: 0.159 D_fake: 0.122 +(epoch: 76, iters: 13100, time: 0.295, data: 0.019) G_GAN: 4.119 G_L1: 3.199 D_real: 0.096 D_fake: 0.028 +(epoch: 76, iters: 13200, time: 0.400, data: 0.019) G_GAN: 3.772 G_L1: 4.204 D_real: 0.029 D_fake: 0.165 +(epoch: 76, iters: 13300, time: 0.300, data: 0.020) G_GAN: 4.124 G_L1: 5.739 D_real: 0.010 D_fake: 0.140 +(epoch: 76, iters: 13400, time: 0.295, data: 0.019) G_GAN: 2.587 G_L1: 3.120 D_real: 0.160 D_fake: 0.149 +(epoch: 76, iters: 13500, time: 0.294, data: 0.018) G_GAN: 5.223 G_L1: 4.050 D_real: 0.029 D_fake: 0.128 +(epoch: 76, iters: 13600, time: 0.407, data: 0.017) G_GAN: 4.753 G_L1: 3.273 D_real: 0.002 D_fake: 0.131 +(epoch: 76, iters: 13700, time: 0.301, data: 0.018) G_GAN: 4.764 G_L1: 3.634 D_real: 0.004 D_fake: 0.172 +(epoch: 76, iters: 13800, time: 0.294, data: 0.020) G_GAN: 3.816 G_L1: 4.810 D_real: 0.001 D_fake: 0.232 +(epoch: 76, iters: 13900, time: 0.290, data: 0.018) G_GAN: 2.716 G_L1: 4.149 D_real: 0.019 D_fake: 0.137 +(epoch: 76, iters: 14000, time: 0.374, data: 0.022) G_GAN: 2.592 G_L1: 4.431 D_real: 0.000 D_fake: 0.138 +(epoch: 76, iters: 14100, time: 0.291, data: 0.016) G_GAN: 5.586 G_L1: 10.858 D_real: 0.005 D_fake: 0.255 +(epoch: 76, iters: 14200, time: 0.265, data: 0.018) G_GAN: 3.343 G_L1: 7.879 D_real: 0.001 D_fake: 0.136 +(epoch: 76, iters: 14300, time: 0.266, data: 0.015) G_GAN: 2.520 G_L1: 3.857 D_real: 0.004 D_fake: 0.360 +(epoch: 76, iters: 14400, time: 0.378, data: 0.015) G_GAN: 4.688 G_L1: 4.601 D_real: 0.001 D_fake: 0.034 +(epoch: 76, iters: 14500, time: 0.259, data: 0.016) G_GAN: 3.242 G_L1: 4.558 D_real: 0.000 D_fake: 0.142 +(epoch: 76, iters: 14600, time: 0.291, data: 0.016) G_GAN: 3.882 G_L1: 6.068 D_real: 0.000 D_fake: 0.111 +(epoch: 76, iters: 14700, time: 0.301, data: 0.019) G_GAN: 3.248 G_L1: 4.382 D_real: 0.001 D_fake: 0.101 +(epoch: 76, iters: 14800, time: 0.613, data: 0.019) G_GAN: 3.625 G_L1: 5.086 D_real: 0.000 D_fake: 0.070 +(epoch: 76, iters: 14900, time: 0.299, data: 0.020) G_GAN: 3.320 G_L1: 4.407 D_real: 0.000 D_fake: 0.057 +(epoch: 76, iters: 15000, time: 0.290, data: 0.019) G_GAN: 3.413 G_L1: 3.758 D_real: 0.001 D_fake: 0.065 +(epoch: 76, iters: 15100, time: 0.287, data: 0.018) G_GAN: 3.466 G_L1: 5.726 D_real: 0.000 D_fake: 0.796 +(epoch: 76, iters: 15200, time: 0.404, data: 0.019) G_GAN: 4.197 G_L1: 7.252 D_real: 0.000 D_fake: 0.044 +(epoch: 76, iters: 15300, time: 0.263, data: 0.017) G_GAN: 3.054 G_L1: 5.197 D_real: 0.000 D_fake: 0.212 +(epoch: 76, iters: 15400, time: 0.277, data: 0.021) G_GAN: 4.226 G_L1: 5.921 D_real: 0.003 D_fake: 0.084 +(epoch: 76, iters: 15500, time: 0.286, data: 0.016) G_GAN: 2.913 G_L1: 5.100 D_real: 0.000 D_fake: 0.164 +(epoch: 76, iters: 15600, time: 0.403, data: 0.017) G_GAN: 5.605 G_L1: 4.812 D_real: 0.005 D_fake: 0.019 +(epoch: 76, iters: 15700, time: 0.293, data: 0.017) G_GAN: 3.607 G_L1: 5.609 D_real: 0.007 D_fake: 0.178 +(epoch: 76, iters: 15800, time: 0.288, data: 0.018) G_GAN: 2.410 G_L1: 4.688 D_real: 0.001 D_fake: 0.249 +(epoch: 76, iters: 15900, time: 0.294, data: 0.019) G_GAN: 2.014 G_L1: 4.658 D_real: 0.006 D_fake: 0.074 +(epoch: 76, iters: 16000, time: 0.381, data: 0.017) G_GAN: 2.341 G_L1: 3.909 D_real: 0.000 D_fake: 0.398 +(epoch: 76, iters: 16100, time: 0.301, data: 0.017) G_GAN: 1.865 G_L1: 4.249 D_real: 0.000 D_fake: 0.319 +(epoch: 76, iters: 16200, time: 0.274, data: 0.019) G_GAN: 6.621 G_L1: 7.505 D_real: 0.001 D_fake: 0.629 +(epoch: 76, iters: 16300, time: 0.298, data: 0.015) G_GAN: 3.045 G_L1: 4.691 D_real: 0.173 D_fake: 0.108 +(epoch: 76, iters: 16400, time: 0.417, data: 0.018) G_GAN: 4.045 G_L1: 4.333 D_real: 0.007 D_fake: 0.260 +(epoch: 76, iters: 16500, time: 0.280, data: 0.017) G_GAN: 3.757 G_L1: 5.121 D_real: 0.089 D_fake: 0.189 +(epoch: 76, iters: 16600, time: 0.289, data: 0.018) G_GAN: 2.954 G_L1: 5.179 D_real: 0.002 D_fake: 0.282 +(epoch: 76, iters: 16700, time: 0.287, data: 0.016) G_GAN: 4.260 G_L1: 7.150 D_real: 0.028 D_fake: 0.267 +(epoch: 76, iters: 16800, time: 0.605, data: 0.017) G_GAN: 3.470 G_L1: 3.535 D_real: 0.026 D_fake: 0.288 +(epoch: 76, iters: 16900, time: 0.293, data: 0.020) G_GAN: 4.953 G_L1: 3.957 D_real: 0.228 D_fake: 0.020 +(epoch: 76, iters: 17000, time: 0.272, data: 0.018) G_GAN: 2.615 G_L1: 3.863 D_real: 0.002 D_fake: 0.530 +(epoch: 76, iters: 17100, time: 0.285, data: 0.015) G_GAN: 4.433 G_L1: 4.022 D_real: 0.042 D_fake: 0.137 +(epoch: 76, iters: 17200, time: 0.402, data: 0.017) G_GAN: 3.474 G_L1: 3.850 D_real: 0.089 D_fake: 0.082 +(epoch: 76, iters: 17300, time: 0.288, data: 0.016) G_GAN: 2.643 G_L1: 6.949 D_real: 0.120 D_fake: 0.091 +(epoch: 76, iters: 17400, time: 0.290, data: 0.018) G_GAN: 2.223 G_L1: 3.911 D_real: 0.006 D_fake: 0.554 +(epoch: 76, iters: 17500, time: 0.291, data: 0.017) G_GAN: 3.603 G_L1: 4.189 D_real: 0.155 D_fake: 0.464 +(epoch: 76, iters: 17600, time: 0.400, data: 0.017) G_GAN: 4.697 G_L1: 4.697 D_real: 0.001 D_fake: 0.135 +(epoch: 76, iters: 17700, time: 0.287, data: 0.017) G_GAN: 4.344 G_L1: 4.600 D_real: 0.001 D_fake: 0.034 +(epoch: 76, iters: 17800, time: 0.270, data: 0.017) G_GAN: 4.812 G_L1: 4.781 D_real: 0.001 D_fake: 0.067 +(epoch: 76, iters: 17900, time: 0.265, data: 0.015) G_GAN: 3.714 G_L1: 5.358 D_real: 0.207 D_fake: 0.039 +(epoch: 76, iters: 18000, time: 0.398, data: 0.015) G_GAN: 3.530 G_L1: 4.015 D_real: 0.000 D_fake: 0.288 +(epoch: 76, iters: 18100, time: 0.285, data: 0.018) G_GAN: 3.549 G_L1: 4.393 D_real: 0.001 D_fake: 0.099 +(epoch: 76, iters: 18200, time: 0.295, data: 0.017) G_GAN: 4.373 G_L1: 7.840 D_real: 0.000 D_fake: 0.041 +(epoch: 76, iters: 18300, time: 0.266, data: 0.019) G_GAN: 4.056 G_L1: 5.445 D_real: 0.006 D_fake: 0.041 +(epoch: 76, iters: 18400, time: 0.420, data: 0.014) G_GAN: 3.724 G_L1: 5.772 D_real: 0.000 D_fake: 0.156 +(epoch: 76, iters: 18500, time: 0.260, data: 0.016) G_GAN: 3.325 G_L1: 4.299 D_real: 0.005 D_fake: 0.076 +(epoch: 76, iters: 18600, time: 0.266, data: 0.015) G_GAN: 5.141 G_L1: 5.822 D_real: 0.188 D_fake: 0.146 +(epoch: 76, iters: 18700, time: 0.281, data: 0.016) G_GAN: 5.386 G_L1: 8.064 D_real: 0.016 D_fake: 0.264 +(epoch: 76, iters: 18800, time: 0.560, data: 0.016) G_GAN: 4.075 G_L1: 4.055 D_real: 0.007 D_fake: 0.105 +(epoch: 76, iters: 18900, time: 0.296, data: 0.019) G_GAN: 3.241 G_L1: 3.161 D_real: 0.308 D_fake: 0.141 +(epoch: 76, iters: 19000, time: 0.302, data: 0.019) G_GAN: 4.396 G_L1: 7.674 D_real: 0.000 D_fake: 0.264 +(epoch: 76, iters: 19100, time: 0.297, data: 0.020) G_GAN: 2.794 G_L1: 4.938 D_real: 0.012 D_fake: 0.112 +(epoch: 76, iters: 19200, time: 0.426, data: 0.018) G_GAN: 3.641 G_L1: 6.204 D_real: 0.013 D_fake: 0.067 +(epoch: 76, iters: 19300, time: 0.309, data: 0.020) G_GAN: 4.043 G_L1: 5.544 D_real: 0.001 D_fake: 0.098 +(epoch: 76, iters: 19400, time: 0.294, data: 0.020) G_GAN: 4.420 G_L1: 6.169 D_real: 0.006 D_fake: 0.111 +(epoch: 76, iters: 19500, time: 0.296, data: 0.018) G_GAN: 3.507 G_L1: 5.396 D_real: 0.026 D_fake: 0.068 +(epoch: 76, iters: 19600, time: 0.431, data: 0.018) G_GAN: 2.769 G_L1: 6.042 D_real: 0.001 D_fake: 0.112 +(epoch: 76, iters: 19700, time: 0.295, data: 0.020) G_GAN: 2.937 G_L1: 5.697 D_real: 0.000 D_fake: 0.490 +(epoch: 76, iters: 19800, time: 0.292, data: 0.020) G_GAN: 3.806 G_L1: 4.331 D_real: 0.001 D_fake: 0.083 +(epoch: 76, iters: 19900, time: 0.295, data: 0.018) G_GAN: 3.027 G_L1: 4.775 D_real: 0.000 D_fake: 0.177 +(epoch: 76, iters: 20000, time: 0.425, data: 0.019) G_GAN: 2.802 G_L1: 4.492 D_real: 0.007 D_fake: 0.218 +(epoch: 76, iters: 20100, time: 0.304, data: 0.021) G_GAN: 3.107 G_L1: 4.364 D_real: 0.003 D_fake: 0.082 +(epoch: 76, iters: 20200, time: 0.303, data: 0.021) G_GAN: 2.659 G_L1: 4.208 D_real: 0.000 D_fake: 0.238 +(epoch: 76, iters: 20300, time: 0.294, data: 0.020) G_GAN: 3.410 G_L1: 5.892 D_real: 0.000 D_fake: 0.261 +(epoch: 76, iters: 20400, time: 0.415, data: 0.019) G_GAN: 3.563 G_L1: 5.434 D_real: 0.003 D_fake: 0.055 +(epoch: 76, iters: 20500, time: 0.296, data: 0.018) G_GAN: 3.209 G_L1: 5.378 D_real: 0.010 D_fake: 0.129 +(epoch: 76, iters: 20600, time: 0.297, data: 0.019) G_GAN: 3.684 G_L1: 5.971 D_real: 0.003 D_fake: 0.498 +(epoch: 76, iters: 20700, time: 0.297, data: 0.021) G_GAN: 3.254 G_L1: 5.975 D_real: 0.025 D_fake: 0.344 +(epoch: 76, iters: 20800, time: 0.606, data: 0.020) G_GAN: 3.644 G_L1: 4.452 D_real: 0.000 D_fake: 0.090 +(epoch: 76, iters: 20900, time: 0.304, data: 0.019) G_GAN: 3.826 G_L1: 3.343 D_real: 0.028 D_fake: 0.147 +(epoch: 76, iters: 21000, time: 0.283, data: 0.019) G_GAN: 3.208 G_L1: 3.974 D_real: 0.446 D_fake: 0.105 +(epoch: 76, iters: 21100, time: 0.298, data: 0.019) G_GAN: 8.964 G_L1: 4.935 D_real: 0.032 D_fake: 0.001 +(epoch: 76, iters: 21200, time: 0.412, data: 0.021) G_GAN: 3.683 G_L1: 5.132 D_real: 0.035 D_fake: 0.235 +(epoch: 76, iters: 21300, time: 0.296, data: 0.020) G_GAN: 3.297 G_L1: 4.532 D_real: 0.467 D_fake: 0.041 +(epoch: 76, iters: 21400, time: 0.288, data: 0.020) G_GAN: 6.672 G_L1: 5.588 D_real: 0.015 D_fake: 0.049 +(epoch: 76, iters: 21500, time: 0.297, data: 0.016) G_GAN: 3.639 G_L1: 7.361 D_real: 0.001 D_fake: 0.060 +(epoch: 76, iters: 21600, time: 0.400, data: 0.019) G_GAN: 4.303 G_L1: 6.019 D_real: 0.007 D_fake: 0.100 +(epoch: 76, iters: 21700, time: 0.303, data: 0.027) G_GAN: 3.359 G_L1: 4.652 D_real: 0.001 D_fake: 0.137 +(epoch: 76, iters: 21800, time: 0.298, data: 0.018) G_GAN: 4.512 G_L1: 4.939 D_real: 0.002 D_fake: 0.041 +(epoch: 76, iters: 21900, time: 0.302, data: 0.019) G_GAN: 2.914 G_L1: 5.186 D_real: 0.000 D_fake: 0.390 +(epoch: 76, iters: 22000, time: 0.403, data: 0.020) G_GAN: 2.349 G_L1: 3.557 D_real: 0.000 D_fake: 0.377 +(epoch: 76, iters: 22100, time: 0.297, data: 0.018) G_GAN: 5.113 G_L1: 4.318 D_real: 0.001 D_fake: 0.043 +(epoch: 76, iters: 22200, time: 0.296, data: 0.020) G_GAN: 3.646 G_L1: 4.435 D_real: 0.005 D_fake: 0.247 +(epoch: 76, iters: 22300, time: 0.304, data: 0.018) G_GAN: 4.678 G_L1: 3.955 D_real: 0.048 D_fake: 0.114 +(epoch: 76, iters: 22400, time: 0.396, data: 0.022) G_GAN: 4.758 G_L1: 5.087 D_real: 0.004 D_fake: 0.085 +(epoch: 76, iters: 22500, time: 0.298, data: 0.019) G_GAN: 3.928 G_L1: 3.821 D_real: 0.519 D_fake: 0.026 +(epoch: 76, iters: 22600, time: 0.284, data: 0.020) G_GAN: 3.286 G_L1: 4.658 D_real: 0.050 D_fake: 0.303 +(epoch: 76, iters: 22700, time: 0.293, data: 0.017) G_GAN: 4.343 G_L1: 5.252 D_real: 0.018 D_fake: 0.158 +(epoch: 76, iters: 22800, time: 0.583, data: 0.019) G_GAN: 2.418 G_L1: 3.680 D_real: 0.022 D_fake: 0.450 +(epoch: 76, iters: 22900, time: 0.302, data: 0.022) G_GAN: 3.394 G_L1: 8.389 D_real: 0.081 D_fake: 0.079 +(epoch: 76, iters: 23000, time: 0.301, data: 0.022) G_GAN: 4.843 G_L1: 4.977 D_real: 0.001 D_fake: 0.075 +(epoch: 76, iters: 23100, time: 0.294, data: 0.019) G_GAN: 3.746 G_L1: 3.623 D_real: 0.110 D_fake: 0.171 +(epoch: 76, iters: 23200, time: 0.404, data: 0.019) G_GAN: 3.837 G_L1: 3.606 D_real: 0.115 D_fake: 0.065 +(epoch: 76, iters: 23300, time: 0.305, data: 0.020) G_GAN: 2.212 G_L1: 3.537 D_real: 0.036 D_fake: 0.528 +(epoch: 76, iters: 23400, time: 0.301, data: 0.019) G_GAN: 4.497 G_L1: 3.433 D_real: 0.015 D_fake: 0.082 +(epoch: 76, iters: 23500, time: 0.303, data: 0.019) G_GAN: 1.982 G_L1: 3.250 D_real: 1.193 D_fake: 0.146 +(epoch: 76, iters: 23600, time: 0.415, data: 0.020) G_GAN: 2.782 G_L1: 3.186 D_real: 0.004 D_fake: 0.273 +(epoch: 76, iters: 23700, time: 0.302, data: 0.019) G_GAN: 4.422 G_L1: 3.918 D_real: 0.007 D_fake: 0.170 +(epoch: 76, iters: 23800, time: 0.302, data: 0.022) G_GAN: 4.012 G_L1: 5.265 D_real: 0.073 D_fake: 0.048 +(epoch: 76, iters: 23900, time: 0.302, data: 0.019) G_GAN: 3.596 G_L1: 6.034 D_real: 0.072 D_fake: 0.221 +(epoch: 76, iters: 24000, time: 0.389, data: 0.020) G_GAN: 5.394 G_L1: 4.968 D_real: 0.004 D_fake: 0.072 +(epoch: 76, iters: 24100, time: 0.306, data: 0.018) G_GAN: 3.652 G_L1: 4.116 D_real: 0.014 D_fake: 0.138 +(epoch: 76, iters: 24200, time: 0.295, data: 0.020) G_GAN: 3.774 G_L1: 4.436 D_real: 0.072 D_fake: 0.048 +(epoch: 76, iters: 24300, time: 0.305, data: 0.019) G_GAN: 2.815 G_L1: 3.953 D_real: 0.002 D_fake: 0.231 +(epoch: 76, iters: 24400, time: 0.398, data: 0.020) G_GAN: 4.020 G_L1: 4.499 D_real: 0.018 D_fake: 0.140 +(epoch: 76, iters: 24500, time: 0.299, data: 0.018) G_GAN: 4.194 G_L1: 5.615 D_real: 0.001 D_fake: 0.099 +(epoch: 76, iters: 24600, time: 0.296, data: 0.020) G_GAN: 3.757 G_L1: 5.482 D_real: 0.000 D_fake: 0.113 +(epoch: 76, iters: 24700, time: 0.297, data: 0.019) G_GAN: 2.961 G_L1: 5.387 D_real: 0.002 D_fake: 0.179 +(epoch: 76, iters: 24800, time: 0.641, data: 0.019) G_GAN: 5.251 G_L1: 4.499 D_real: 0.007 D_fake: 0.020 +(epoch: 76, iters: 24900, time: 0.308, data: 0.020) G_GAN: 3.183 G_L1: 4.804 D_real: 0.003 D_fake: 0.091 +(epoch: 76, iters: 25000, time: 0.288, data: 0.021) G_GAN: 3.294 G_L1: 3.729 D_real: 0.000 D_fake: 0.150 +(epoch: 76, iters: 25100, time: 0.298, data: 0.018) G_GAN: 4.061 G_L1: 4.361 D_real: 0.029 D_fake: 0.191 +(epoch: 76, iters: 25200, time: 0.385, data: 0.019) G_GAN: 4.266 G_L1: 4.716 D_real: 0.166 D_fake: 0.086 +(epoch: 76, iters: 25300, time: 0.299, data: 0.019) G_GAN: 4.581 G_L1: 3.155 D_real: 0.107 D_fake: 0.038 +(epoch: 76, iters: 25400, time: 0.299, data: 0.020) G_GAN: 4.147 G_L1: 4.415 D_real: 0.151 D_fake: 0.032 +(epoch: 76, iters: 25500, time: 0.305, data: 0.019) G_GAN: 4.576 G_L1: 6.721 D_real: 0.028 D_fake: 0.056 +(epoch: 76, iters: 25600, time: 0.393, data: 0.019) G_GAN: 5.664 G_L1: 3.595 D_real: 0.119 D_fake: 0.012 +(epoch: 76, iters: 25700, time: 0.291, data: 0.019) G_GAN: 3.082 G_L1: 4.176 D_real: 0.005 D_fake: 0.138 +(epoch: 76, iters: 25800, time: 0.302, data: 0.019) G_GAN: 5.447 G_L1: 3.700 D_real: 0.015 D_fake: 0.192 +(epoch: 76, iters: 25900, time: 0.289, data: 0.020) G_GAN: 4.051 G_L1: 4.203 D_real: 0.008 D_fake: 0.114 +(epoch: 76, iters: 26000, time: 0.407, data: 0.020) G_GAN: 4.984 G_L1: 4.732 D_real: 0.097 D_fake: 0.053 +(epoch: 76, iters: 26100, time: 0.294, data: 0.018) G_GAN: 6.271 G_L1: 5.389 D_real: 0.025 D_fake: 0.039 +(epoch: 76, iters: 26200, time: 0.298, data: 0.019) G_GAN: 5.165 G_L1: 3.396 D_real: 0.030 D_fake: 0.044 +(epoch: 76, iters: 26300, time: 0.292, data: 0.018) G_GAN: 5.318 G_L1: 2.823 D_real: 0.176 D_fake: 0.018 +(epoch: 76, iters: 26400, time: 0.410, data: 0.019) G_GAN: 7.298 G_L1: 5.325 D_real: 0.144 D_fake: 0.003 +(epoch: 76, iters: 26500, time: 0.296, data: 0.020) G_GAN: 4.666 G_L1: 4.685 D_real: 0.024 D_fake: 0.097 +(epoch: 76, iters: 26600, time: 0.293, data: 0.019) G_GAN: 3.965 G_L1: 5.034 D_real: 0.309 D_fake: 0.013 +(epoch: 76, iters: 26700, time: 0.304, data: 0.019) G_GAN: 4.326 G_L1: 4.042 D_real: 0.139 D_fake: 0.086 +(epoch: 76, iters: 26800, time: 0.636, data: 0.020) G_GAN: 3.895 G_L1: 3.974 D_real: 0.002 D_fake: 0.269 +(epoch: 76, iters: 26900, time: 0.289, data: 0.019) G_GAN: 8.645 G_L1: 2.354 D_real: 0.014 D_fake: 0.004 +(epoch: 76, iters: 27000, time: 0.295, data: 0.019) G_GAN: 4.914 G_L1: 5.824 D_real: 0.036 D_fake: 0.039 +(epoch: 76, iters: 27100, time: 0.302, data: 0.022) G_GAN: 7.458 G_L1: 3.965 D_real: 0.122 D_fake: 0.012 +(epoch: 76, iters: 27200, time: 0.413, data: 0.020) G_GAN: 5.470 G_L1: 4.027 D_real: 0.002 D_fake: 0.035 +(epoch: 76, iters: 27300, time: 0.296, data: 0.020) G_GAN: 5.788 G_L1: 3.697 D_real: 0.001 D_fake: 0.012 +(epoch: 76, iters: 27400, time: 0.303, data: 0.018) G_GAN: 7.346 G_L1: 3.392 D_real: 0.001 D_fake: 0.010 +(epoch: 76, iters: 27500, time: 0.297, data: 0.020) G_GAN: 7.520 G_L1: 3.496 D_real: 0.077 D_fake: 0.002 +(epoch: 76, iters: 27600, time: 0.416, data: 0.019) G_GAN: 5.146 G_L1: 6.336 D_real: 0.020 D_fake: 0.013 +(epoch: 76, iters: 27700, time: 0.293, data: 0.025) G_GAN: 5.364 G_L1: 2.880 D_real: 0.034 D_fake: 0.015 +(epoch: 76, iters: 27800, time: 0.301, data: 0.025) G_GAN: 7.825 G_L1: 3.281 D_real: 0.031 D_fake: 0.016 +(epoch: 76, iters: 27900, time: 0.304, data: 0.019) G_GAN: 3.899 G_L1: 2.970 D_real: 0.033 D_fake: 0.150 +(epoch: 76, iters: 28000, time: 0.415, data: 0.019) G_GAN: 6.393 G_L1: 3.740 D_real: 0.092 D_fake: 0.004 +(epoch: 76, iters: 28100, time: 0.298, data: 0.019) G_GAN: 4.271 G_L1: 3.642 D_real: 0.057 D_fake: 0.162 +(epoch: 76, iters: 28200, time: 0.302, data: 0.019) G_GAN: 4.020 G_L1: 3.392 D_real: 0.029 D_fake: 0.126 +(epoch: 76, iters: 28300, time: 0.295, data: 0.018) G_GAN: 3.480 G_L1: 2.532 D_real: 0.039 D_fake: 0.067 +(epoch: 76, iters: 28400, time: 0.422, data: 0.020) G_GAN: 4.782 G_L1: 4.463 D_real: 0.273 D_fake: 0.086 +(epoch: 76, iters: 28500, time: 0.303, data: 0.019) G_GAN: 4.472 G_L1: 3.835 D_real: 0.101 D_fake: 0.038 +(epoch: 76, iters: 28600, time: 0.293, data: 0.022) G_GAN: 4.008 G_L1: 4.052 D_real: 0.014 D_fake: 0.327 +(epoch: 76, iters: 28700, time: 0.295, data: 0.018) G_GAN: 3.932 G_L1: 3.682 D_real: 0.057 D_fake: 0.079 +(epoch: 76, iters: 28800, time: 0.620, data: 0.021) G_GAN: 5.593 G_L1: 7.361 D_real: 0.022 D_fake: 0.038 +(epoch: 76, iters: 28900, time: 0.293, data: 0.020) G_GAN: 5.056 G_L1: 6.704 D_real: 0.395 D_fake: 0.027 +(epoch: 76, iters: 29000, time: 0.287, data: 0.019) G_GAN: 3.542 G_L1: 2.938 D_real: 0.147 D_fake: 0.336 +(epoch: 76, iters: 29100, time: 0.282, data: 0.018) G_GAN: 5.022 G_L1: 4.626 D_real: 0.070 D_fake: 0.097 +(epoch: 76, iters: 29200, time: 0.415, data: 0.018) G_GAN: 5.144 G_L1: 4.197 D_real: 0.000 D_fake: 0.160 +(epoch: 76, iters: 29300, time: 0.294, data: 0.018) G_GAN: 5.691 G_L1: 2.213 D_real: 0.048 D_fake: 0.010 +(epoch: 76, iters: 29400, time: 0.270, data: 0.020) G_GAN: 4.629 G_L1: 3.214 D_real: 0.084 D_fake: 0.020 +(epoch: 76, iters: 29500, time: 0.292, data: 0.017) G_GAN: 6.603 G_L1: 5.649 D_real: 0.007 D_fake: 0.021 +(epoch: 76, iters: 29600, time: 0.410, data: 0.018) G_GAN: 5.145 G_L1: 3.790 D_real: 0.002 D_fake: 0.024 +(epoch: 76, iters: 29700, time: 0.287, data: 0.019) G_GAN: 4.934 G_L1: 3.485 D_real: 0.004 D_fake: 0.029 +(epoch: 76, iters: 29800, time: 0.291, data: 0.018) G_GAN: 4.612 G_L1: 3.227 D_real: 0.006 D_fake: 0.557 +(epoch: 76, iters: 29900, time: 0.271, data: 0.018) G_GAN: 4.561 G_L1: 6.100 D_real: 0.002 D_fake: 0.256 +(epoch: 76, iters: 30000, time: 0.392, data: 0.017) G_GAN: 4.783 G_L1: 3.142 D_real: 0.285 D_fake: 0.066 +(epoch: 76, iters: 30100, time: 0.289, data: 0.016) G_GAN: 4.605 G_L1: 3.467 D_real: 0.200 D_fake: 0.016 +(epoch: 76, iters: 30200, time: 0.298, data: 0.016) G_GAN: 5.525 G_L1: 3.677 D_real: 0.260 D_fake: 0.011 +(epoch: 76, iters: 30300, time: 0.296, data: 0.018) G_GAN: 4.834 G_L1: 6.231 D_real: 0.439 D_fake: 0.016 +(epoch: 76, iters: 30400, time: 0.414, data: 0.019) G_GAN: 8.291 G_L1: 4.419 D_real: 0.044 D_fake: 0.001 +(epoch: 76, iters: 30500, time: 0.279, data: 0.019) G_GAN: 4.892 G_L1: 4.393 D_real: 0.061 D_fake: 0.111 +(epoch: 76, iters: 30600, time: 0.295, data: 0.017) G_GAN: 5.872 G_L1: 4.538 D_real: 0.018 D_fake: 0.012 +(epoch: 76, iters: 30700, time: 0.290, data: 0.018) G_GAN: 4.826 G_L1: 3.290 D_real: 0.162 D_fake: 0.056 +(epoch: 76, iters: 30800, time: 0.544, data: 0.017) G_GAN: 5.970 G_L1: 3.107 D_real: 0.095 D_fake: 0.043 +(epoch: 76, iters: 30900, time: 0.292, data: 0.017) G_GAN: 4.976 G_L1: 3.258 D_real: 0.673 D_fake: 0.008 +(epoch: 76, iters: 31000, time: 0.295, data: 0.018) G_GAN: 4.883 G_L1: 3.977 D_real: 0.018 D_fake: 0.045 +(epoch: 76, iters: 31100, time: 0.297, data: 0.018) G_GAN: 8.852 G_L1: 3.896 D_real: 0.101 D_fake: 0.003 +(epoch: 76, iters: 31200, time: 0.406, data: 0.022) G_GAN: 4.621 G_L1: 4.509 D_real: 0.012 D_fake: 0.178 +(epoch: 76, iters: 31300, time: 0.284, data: 0.017) G_GAN: 5.483 G_L1: 3.210 D_real: 0.004 D_fake: 1.139 +(epoch: 76, iters: 31400, time: 0.289, data: 0.017) G_GAN: 5.860 G_L1: 3.948 D_real: 0.076 D_fake: 0.030 +(epoch: 76, iters: 31500, time: 0.274, data: 0.017) G_GAN: 4.639 G_L1: 5.984 D_real: 0.205 D_fake: 0.081 +(epoch: 76, iters: 31600, time: 0.401, data: 0.015) G_GAN: 5.687 G_L1: 3.578 D_real: 0.269 D_fake: 0.010 +(epoch: 76, iters: 31700, time: 0.288, data: 0.016) G_GAN: 4.421 G_L1: 3.699 D_real: 0.007 D_fake: 0.049 +(epoch: 76, iters: 31800, time: 0.288, data: 0.016) G_GAN: 4.612 G_L1: 4.310 D_real: 0.040 D_fake: 0.027 +(epoch: 76, iters: 31900, time: 0.277, data: 0.021) G_GAN: 5.109 G_L1: 5.025 D_real: 0.044 D_fake: 0.105 +(epoch: 76, iters: 32000, time: 0.381, data: 0.017) G_GAN: 5.040 G_L1: 3.365 D_real: 0.049 D_fake: 0.055 +(epoch: 76, iters: 32100, time: 0.292, data: 0.018) G_GAN: 3.023 G_L1: 3.160 D_real: 0.085 D_fake: 0.113 +(epoch: 76, iters: 32200, time: 0.285, data: 0.018) G_GAN: 5.236 G_L1: 4.609 D_real: 0.784 D_fake: 0.023 +(epoch: 76, iters: 32300, time: 0.290, data: 0.018) G_GAN: 4.992 G_L1: 4.015 D_real: 0.038 D_fake: 0.022 +(epoch: 76, iters: 32400, time: 0.373, data: 0.018) G_GAN: 4.334 G_L1: 3.800 D_real: 0.006 D_fake: 0.181 +(epoch: 76, iters: 32500, time: 0.292, data: 0.017) G_GAN: 4.862 G_L1: 4.146 D_real: 0.131 D_fake: 0.018 +(epoch: 76, iters: 32600, time: 0.285, data: 0.019) G_GAN: 5.427 G_L1: 4.220 D_real: 0.061 D_fake: 0.149 +(epoch: 76, iters: 32700, time: 0.290, data: 0.016) G_GAN: 3.743 G_L1: 3.223 D_real: 0.510 D_fake: 0.051 +(epoch: 76, iters: 32800, time: 0.609, data: 0.018) G_GAN: 3.082 G_L1: 3.703 D_real: 0.012 D_fake: 0.200 +(epoch: 76, iters: 32900, time: 0.290, data: 0.018) G_GAN: 4.245 G_L1: 4.293 D_real: 0.028 D_fake: 0.060 +(epoch: 76, iters: 33000, time: 0.292, data: 0.025) G_GAN: 5.631 G_L1: 4.998 D_real: 0.052 D_fake: 0.022 +(epoch: 76, iters: 33100, time: 0.286, data: 0.019) G_GAN: 6.461 G_L1: 3.788 D_real: 0.005 D_fake: 0.200 +(epoch: 76, iters: 33200, time: 0.410, data: 0.019) G_GAN: 4.988 G_L1: 5.266 D_real: 0.006 D_fake: 0.056 +(epoch: 76, iters: 33300, time: 0.285, data: 0.017) G_GAN: 4.760 G_L1: 3.318 D_real: 0.012 D_fake: 0.032 +(epoch: 76, iters: 33400, time: 0.297, data: 0.018) G_GAN: 3.852 G_L1: 3.280 D_real: 0.080 D_fake: 0.201 +(epoch: 76, iters: 33500, time: 0.288, data: 0.018) G_GAN: 4.141 G_L1: 3.892 D_real: 0.003 D_fake: 0.072 +(epoch: 76, iters: 33600, time: 0.371, data: 0.017) G_GAN: 5.209 G_L1: 3.762 D_real: 0.227 D_fake: 0.018 +(epoch: 76, iters: 33700, time: 0.282, data: 0.017) G_GAN: 3.697 G_L1: 4.355 D_real: 0.006 D_fake: 0.229 +(epoch: 76, iters: 33800, time: 0.284, data: 0.018) G_GAN: 6.677 G_L1: 4.406 D_real: 0.032 D_fake: 0.082 +(epoch: 76, iters: 33900, time: 0.296, data: 0.019) G_GAN: 4.074 G_L1: 4.000 D_real: 0.302 D_fake: 0.069 +(epoch: 76, iters: 34000, time: 0.415, data: 0.018) G_GAN: 4.090 G_L1: 5.224 D_real: 0.436 D_fake: 0.089 +(epoch: 76, iters: 34100, time: 0.302, data: 0.018) G_GAN: 3.820 G_L1: 2.833 D_real: 0.155 D_fake: 0.056 +(epoch: 76, iters: 34200, time: 0.299, data: 0.020) G_GAN: 4.544 G_L1: 3.445 D_real: 0.598 D_fake: 0.167 +(epoch: 76, iters: 34300, time: 0.280, data: 0.019) G_GAN: 4.408 G_L1: 6.837 D_real: 0.008 D_fake: 0.088 +(epoch: 76, iters: 34400, time: 0.406, data: 0.015) G_GAN: 4.177 G_L1: 4.520 D_real: 0.056 D_fake: 0.235 +(epoch: 76, iters: 34500, time: 0.304, data: 0.019) G_GAN: 6.939 G_L1: 3.512 D_real: 0.080 D_fake: 0.003 +(epoch: 76, iters: 34600, time: 0.298, data: 0.021) G_GAN: 4.956 G_L1: 4.604 D_real: 0.040 D_fake: 0.018 +(epoch: 76, iters: 34700, time: 0.301, data: 0.022) G_GAN: 5.024 G_L1: 6.098 D_real: 0.315 D_fake: 0.050 +(epoch: 76, iters: 34800, time: 0.631, data: 0.018) G_GAN: 4.639 G_L1: 5.690 D_real: 0.019 D_fake: 0.054 +(epoch: 76, iters: 34900, time: 0.298, data: 0.018) G_GAN: 4.980 G_L1: 4.041 D_real: 0.133 D_fake: 0.022 +(epoch: 76, iters: 35000, time: 0.294, data: 0.019) G_GAN: 6.241 G_L1: 4.400 D_real: 0.040 D_fake: 0.012 +(epoch: 76, iters: 35100, time: 0.294, data: 0.018) G_GAN: 5.095 G_L1: 5.625 D_real: 0.138 D_fake: 0.018 +(epoch: 76, iters: 35200, time: 0.418, data: 0.016) G_GAN: 4.317 G_L1: 4.440 D_real: 0.095 D_fake: 0.048 +(epoch: 76, iters: 35300, time: 0.302, data: 0.019) G_GAN: 6.728 G_L1: 3.907 D_real: 0.008 D_fake: 0.009 +(epoch: 76, iters: 35400, time: 0.301, data: 0.021) G_GAN: 5.857 G_L1: 4.194 D_real: 0.043 D_fake: 0.027 +(epoch: 76, iters: 35500, time: 0.304, data: 0.018) G_GAN: 3.479 G_L1: 2.506 D_real: 0.534 D_fake: 0.048 +(epoch: 76, iters: 35600, time: 0.416, data: 0.020) G_GAN: 4.042 G_L1: 3.270 D_real: 0.162 D_fake: 0.031 +(epoch: 76, iters: 35700, time: 0.301, data: 0.018) G_GAN: 5.565 G_L1: 6.237 D_real: 0.035 D_fake: 0.082 +(epoch: 76, iters: 35800, time: 0.294, data: 0.018) G_GAN: 5.543 G_L1: 4.960 D_real: 0.002 D_fake: 0.029 +(epoch: 76, iters: 35900, time: 0.302, data: 0.018) G_GAN: 4.266 G_L1: 4.666 D_real: 0.054 D_fake: 0.044 +(epoch: 76, iters: 36000, time: 0.389, data: 0.018) G_GAN: 6.827 G_L1: 2.790 D_real: 0.174 D_fake: 0.004 +(epoch: 76, iters: 36100, time: 0.304, data: 0.018) G_GAN: 5.124 G_L1: 4.471 D_real: 0.027 D_fake: 0.038 +(epoch: 76, iters: 36200, time: 0.294, data: 0.020) G_GAN: 4.057 G_L1: 3.814 D_real: 0.419 D_fake: 0.023 +(epoch: 76, iters: 36300, time: 0.299, data: 0.021) G_GAN: 5.666 G_L1: 4.513 D_real: 0.065 D_fake: 0.023 +(epoch: 76, iters: 36400, time: 0.417, data: 0.019) G_GAN: 5.330 G_L1: 4.877 D_real: 0.016 D_fake: 0.042 +(epoch: 76, iters: 36500, time: 0.305, data: 0.019) G_GAN: 3.995 G_L1: 3.409 D_real: 0.046 D_fake: 0.078 +(epoch: 76, iters: 36600, time: 0.296, data: 0.021) G_GAN: 4.970 G_L1: 4.427 D_real: 0.025 D_fake: 0.061 +(epoch: 76, iters: 36700, time: 0.298, data: 0.019) G_GAN: 4.646 G_L1: 3.144 D_real: 0.322 D_fake: 0.021 +(epoch: 76, iters: 36800, time: 0.613, data: 0.018) G_GAN: 4.103 G_L1: 3.830 D_real: 0.309 D_fake: 0.023 +(epoch: 76, iters: 36900, time: 0.304, data: 0.018) G_GAN: 5.324 G_L1: 2.780 D_real: 0.016 D_fake: 0.023 +(epoch: 76, iters: 37000, time: 0.293, data: 0.021) G_GAN: 4.466 G_L1: 3.295 D_real: 0.004 D_fake: 0.079 +(epoch: 76, iters: 37100, time: 0.298, data: 0.017) G_GAN: 5.874 G_L1: 5.290 D_real: 0.024 D_fake: 0.032 +(epoch: 76, iters: 37200, time: 0.399, data: 0.019) G_GAN: 6.023 G_L1: 5.302 D_real: 0.346 D_fake: 0.029 +(epoch: 76, iters: 37300, time: 0.298, data: 0.018) G_GAN: 4.741 G_L1: 3.417 D_real: 0.061 D_fake: 0.039 +(epoch: 76, iters: 37400, time: 0.299, data: 0.020) G_GAN: 4.558 G_L1: 3.903 D_real: 0.196 D_fake: 0.101 +(epoch: 76, iters: 37500, time: 0.310, data: 0.019) G_GAN: 7.507 G_L1: 5.052 D_real: 0.005 D_fake: 0.041 +(epoch: 76, iters: 37600, time: 0.422, data: 0.018) G_GAN: 4.196 G_L1: 3.508 D_real: 0.500 D_fake: 0.024 +(epoch: 76, iters: 37700, time: 0.302, data: 0.018) G_GAN: 3.544 G_L1: 3.738 D_real: 0.157 D_fake: 0.084 +(epoch: 76, iters: 37800, time: 0.285, data: 0.020) G_GAN: 4.771 G_L1: 4.708 D_real: 0.023 D_fake: 0.104 +(epoch: 76, iters: 37900, time: 0.291, data: 0.017) G_GAN: 4.494 G_L1: 4.781 D_real: 0.014 D_fake: 0.513 +(epoch: 76, iters: 38000, time: 0.377, data: 0.019) G_GAN: 3.871 G_L1: 4.622 D_real: 0.092 D_fake: 0.077 +(epoch: 76, iters: 38100, time: 0.302, data: 0.019) G_GAN: 4.932 G_L1: 4.184 D_real: 0.082 D_fake: 0.044 +(epoch: 76, iters: 38200, time: 0.295, data: 0.020) G_GAN: 4.604 G_L1: 4.426 D_real: 0.049 D_fake: 0.163 +(epoch: 76, iters: 38300, time: 0.299, data: 0.018) G_GAN: 4.028 G_L1: 2.724 D_real: 0.102 D_fake: 0.243 +(epoch: 76, iters: 38400, time: 0.411, data: 0.018) G_GAN: 4.490 G_L1: 4.470 D_real: 0.032 D_fake: 0.105 +(epoch: 76, iters: 38500, time: 0.301, data: 0.019) G_GAN: 3.748 G_L1: 3.169 D_real: 0.184 D_fake: 0.043 +(epoch: 76, iters: 38600, time: 0.301, data: 0.019) G_GAN: 5.715 G_L1: 3.511 D_real: 0.002 D_fake: 0.016 +(epoch: 76, iters: 38700, time: 0.303, data: 0.017) G_GAN: 4.289 G_L1: 3.610 D_real: 0.046 D_fake: 0.035 +(epoch: 76, iters: 38800, time: 0.603, data: 0.019) G_GAN: 5.187 G_L1: 4.223 D_real: 0.304 D_fake: 0.059 +(epoch: 76, iters: 38900, time: 0.304, data: 0.020) G_GAN: 2.386 G_L1: 3.182 D_real: 1.203 D_fake: 0.159 +(epoch: 76, iters: 39000, time: 0.304, data: 0.020) G_GAN: 4.450 G_L1: 4.776 D_real: 0.061 D_fake: 0.212 +(epoch: 76, iters: 39100, time: 0.299, data: 0.022) G_GAN: 4.665 G_L1: 3.012 D_real: 0.399 D_fake: 0.010 +(epoch: 76, iters: 39200, time: 0.411, data: 0.019) G_GAN: 4.212 G_L1: 3.727 D_real: 0.242 D_fake: 0.056 +(epoch: 76, iters: 39300, time: 0.305, data: 0.018) G_GAN: 5.718 G_L1: 4.155 D_real: 0.030 D_fake: 0.036 +(epoch: 76, iters: 39400, time: 0.300, data: 0.019) G_GAN: 6.458 G_L1: 5.377 D_real: 0.007 D_fake: 0.041 +(epoch: 76, iters: 39500, time: 0.294, data: 0.018) G_GAN: 5.415 G_L1: 4.947 D_real: 0.009 D_fake: 0.021 +(epoch: 76, iters: 39600, time: 0.422, data: 0.017) G_GAN: 3.964 G_L1: 5.521 D_real: 0.177 D_fake: 0.037 +(epoch: 76, iters: 39700, time: 0.303, data: 0.018) G_GAN: 3.523 G_L1: 4.602 D_real: 0.059 D_fake: 0.133 +(epoch: 76, iters: 39800, time: 0.285, data: 0.018) G_GAN: 3.948 G_L1: 3.747 D_real: 0.397 D_fake: 0.061 +(epoch: 76, iters: 39900, time: 0.286, data: 0.019) G_GAN: 6.370 G_L1: 4.371 D_real: 0.047 D_fake: 0.150 +(epoch: 76, iters: 40000, time: 0.415, data: 0.017) G_GAN: 4.926 G_L1: 3.446 D_real: 0.053 D_fake: 0.025 +(epoch: 76, iters: 40100, time: 0.302, data: 0.020) G_GAN: 5.250 G_L1: 3.557 D_real: 0.184 D_fake: 0.013 +(epoch: 76, iters: 40200, time: 0.304, data: 0.019) G_GAN: 5.273 G_L1: 4.002 D_real: 0.106 D_fake: 0.036 +(epoch: 76, iters: 40300, time: 0.303, data: 0.022) G_GAN: 4.968 G_L1: 3.415 D_real: 0.150 D_fake: 0.133 +(epoch: 76, iters: 40400, time: 0.377, data: 0.019) G_GAN: 5.434 G_L1: 5.328 D_real: 0.086 D_fake: 0.029 +(epoch: 76, iters: 40500, time: 0.302, data: 0.019) G_GAN: 4.361 G_L1: 3.829 D_real: 0.466 D_fake: 0.030 +(epoch: 76, iters: 40600, time: 0.292, data: 0.019) G_GAN: 3.921 G_L1: 3.800 D_real: 0.053 D_fake: 0.146 +(epoch: 76, iters: 40700, time: 0.297, data: 0.019) G_GAN: 4.603 G_L1: 3.308 D_real: 0.125 D_fake: 0.035 +(epoch: 76, iters: 40800, time: 0.568, data: 0.021) G_GAN: 5.517 G_L1: 3.909 D_real: 0.220 D_fake: 0.040 +(epoch: 76, iters: 40900, time: 0.300, data: 0.018) G_GAN: 4.367 G_L1: 3.578 D_real: 0.032 D_fake: 0.234 +(epoch: 76, iters: 41000, time: 0.283, data: 0.018) G_GAN: 3.760 G_L1: 3.815 D_real: 0.008 D_fake: 0.068 +(epoch: 76, iters: 41100, time: 0.303, data: 0.016) G_GAN: 4.543 G_L1: 4.778 D_real: 0.005 D_fake: 0.231 +(epoch: 76, iters: 41200, time: 0.417, data: 0.018) G_GAN: 3.350 G_L1: 4.064 D_real: 0.639 D_fake: 0.050 +(epoch: 76, iters: 41300, time: 0.295, data: 0.019) G_GAN: 5.005 G_L1: 4.005 D_real: 0.030 D_fake: 0.045 +(epoch: 76, iters: 41400, time: 0.294, data: 0.017) G_GAN: 3.958 G_L1: 4.013 D_real: 0.086 D_fake: 0.049 +(epoch: 76, iters: 41500, time: 0.300, data: 0.018) G_GAN: 4.258 G_L1: 3.111 D_real: 0.002 D_fake: 0.240 +(epoch: 76, iters: 41600, time: 0.392, data: 0.017) G_GAN: 4.599 G_L1: 3.399 D_real: 0.066 D_fake: 0.084 +(epoch: 76, iters: 41700, time: 0.302, data: 0.021) G_GAN: 6.232 G_L1: 3.466 D_real: 0.007 D_fake: 0.016 +(epoch: 76, iters: 41800, time: 0.292, data: 0.022) G_GAN: 2.640 G_L1: 3.334 D_real: 0.182 D_fake: 0.172 +(epoch: 76, iters: 41900, time: 0.301, data: 0.018) G_GAN: 4.649 G_L1: 3.323 D_real: 0.350 D_fake: 0.020 +(epoch: 76, iters: 42000, time: 0.411, data: 0.019) G_GAN: 4.245 G_L1: 3.488 D_real: 0.161 D_fake: 0.029 +(epoch: 76, iters: 42100, time: 0.303, data: 0.019) G_GAN: 3.968 G_L1: 3.028 D_real: 0.341 D_fake: 0.082 +(epoch: 76, iters: 42200, time: 0.302, data: 0.019) G_GAN: 3.933 G_L1: 5.023 D_real: 0.003 D_fake: 0.177 +(epoch: 76, iters: 42300, time: 0.299, data: 0.020) G_GAN: 4.425 G_L1: 6.061 D_real: 0.754 D_fake: 0.018 +(epoch: 76, iters: 42400, time: 0.395, data: 0.018) G_GAN: 4.367 G_L1: 4.792 D_real: 0.003 D_fake: 0.064 +(epoch: 76, iters: 42500, time: 0.285, data: 0.018) G_GAN: 4.285 G_L1: 6.652 D_real: 0.006 D_fake: 0.121 +(epoch: 76, iters: 42600, time: 0.302, data: 0.019) G_GAN: 4.475 G_L1: 5.744 D_real: 0.024 D_fake: 0.250 +(epoch: 76, iters: 42700, time: 0.293, data: 0.019) G_GAN: 5.945 G_L1: 5.687 D_real: 0.111 D_fake: 0.048 +(epoch: 76, iters: 42800, time: 0.591, data: 0.020) G_GAN: 5.486 G_L1: 5.638 D_real: 0.004 D_fake: 0.019 +(epoch: 76, iters: 42900, time: 0.297, data: 0.020) G_GAN: 3.514 G_L1: 4.166 D_real: 0.014 D_fake: 0.741 +(epoch: 76, iters: 43000, time: 0.300, data: 0.019) G_GAN: 4.533 G_L1: 3.807 D_real: 0.017 D_fake: 0.077 +(epoch: 76, iters: 43100, time: 0.304, data: 0.018) G_GAN: 3.589 G_L1: 4.723 D_real: 0.030 D_fake: 0.096 +(epoch: 76, iters: 43200, time: 0.411, data: 0.018) G_GAN: 5.998 G_L1: 3.865 D_real: 0.011 D_fake: 0.014 +(epoch: 76, iters: 43300, time: 0.300, data: 0.019) G_GAN: 4.374 G_L1: 3.070 D_real: 0.191 D_fake: 0.039 +(epoch: 76, iters: 43400, time: 0.302, data: 0.020) G_GAN: 4.707 G_L1: 4.898 D_real: 0.062 D_fake: 0.049 +(epoch: 76, iters: 43500, time: 0.284, data: 0.019) G_GAN: 5.110 G_L1: 5.277 D_real: 0.151 D_fake: 0.022 +(epoch: 76, iters: 43600, time: 0.424, data: 0.018) G_GAN: 4.919 G_L1: 5.621 D_real: 0.364 D_fake: 0.013 +(epoch: 76, iters: 43700, time: 0.289, data: 0.019) G_GAN: 4.261 G_L1: 3.242 D_real: 0.063 D_fake: 0.192 +(epoch: 76, iters: 43800, time: 0.291, data: 0.017) G_GAN: 4.159 G_L1: 4.192 D_real: 0.019 D_fake: 0.269 +(epoch: 76, iters: 43900, time: 0.300, data: 0.018) G_GAN: 5.233 G_L1: 3.597 D_real: 0.161 D_fake: 0.130 +(epoch: 76, iters: 44000, time: 0.420, data: 0.020) G_GAN: 6.821 G_L1: 6.074 D_real: 0.001 D_fake: 0.007 +(epoch: 76, iters: 44100, time: 0.305, data: 0.019) G_GAN: 5.443 G_L1: 3.927 D_real: 0.212 D_fake: 0.299 +(epoch: 76, iters: 44200, time: 0.308, data: 0.021) G_GAN: 5.349 G_L1: 2.908 D_real: 0.025 D_fake: 0.020 +(epoch: 76, iters: 44300, time: 0.305, data: 0.019) G_GAN: 4.637 G_L1: 3.614 D_real: 0.101 D_fake: 0.027 +(epoch: 76, iters: 44400, time: 0.419, data: 0.021) G_GAN: 5.654 G_L1: 3.546 D_real: 0.024 D_fake: 0.039 +(epoch: 76, iters: 44500, time: 0.297, data: 0.019) G_GAN: 3.553 G_L1: 3.861 D_real: 0.224 D_fake: 0.079 +(epoch: 76, iters: 44600, time: 0.297, data: 0.019) G_GAN: 4.371 G_L1: 3.874 D_real: 0.006 D_fake: 0.054 +(epoch: 76, iters: 44700, time: 0.293, data: 0.018) G_GAN: 4.640 G_L1: 3.287 D_real: 0.041 D_fake: 0.289 +(epoch: 76, iters: 44800, time: 0.546, data: 0.018) G_GAN: 5.376 G_L1: 3.656 D_real: 0.014 D_fake: 0.027 +(epoch: 76, iters: 44900, time: 0.302, data: 0.018) G_GAN: 5.856 G_L1: 4.608 D_real: 0.063 D_fake: 0.014 +(epoch: 76, iters: 45000, time: 0.293, data: 0.019) G_GAN: 6.193 G_L1: 4.823 D_real: 0.073 D_fake: 0.006 +(epoch: 76, iters: 45100, time: 0.303, data: 0.019) G_GAN: 6.056 G_L1: 3.225 D_real: 0.304 D_fake: 0.004 +(epoch: 76, iters: 45200, time: 0.364, data: 0.020) G_GAN: 5.393 G_L1: 3.437 D_real: 0.127 D_fake: 0.032 +(epoch: 76, iters: 45300, time: 0.298, data: 0.016) G_GAN: 5.273 G_L1: 4.971 D_real: 0.049 D_fake: 0.045 +(epoch: 76, iters: 45400, time: 0.284, data: 0.018) G_GAN: 3.925 G_L1: 4.106 D_real: 0.037 D_fake: 0.147 +(epoch: 76, iters: 45500, time: 0.303, data: 0.022) G_GAN: 6.332 G_L1: 4.680 D_real: 0.069 D_fake: 0.040 +(epoch: 76, iters: 45600, time: 0.389, data: 0.019) G_GAN: 6.702 G_L1: 5.940 D_real: 0.027 D_fake: 0.039 +(epoch: 76, iters: 45700, time: 0.297, data: 0.016) G_GAN: 4.498 G_L1: 5.457 D_real: 0.068 D_fake: 0.073 +(epoch: 76, iters: 45800, time: 0.299, data: 0.018) G_GAN: 6.427 G_L1: 4.556 D_real: 0.008 D_fake: 0.044 +(epoch: 76, iters: 45900, time: 0.303, data: 0.018) G_GAN: 7.653 G_L1: 9.695 D_real: 0.000 D_fake: 0.103 +(epoch: 76, iters: 46000, time: 0.427, data: 0.019) G_GAN: 5.810 G_L1: 4.817 D_real: 0.001 D_fake: 0.012 +(epoch: 76, iters: 46100, time: 0.299, data: 0.019) G_GAN: 5.884 G_L1: 4.308 D_real: 0.002 D_fake: 0.044 +(epoch: 76, iters: 46200, time: 0.303, data: 0.017) G_GAN: 5.115 G_L1: 5.531 D_real: 0.231 D_fake: 0.023 +(epoch: 76, iters: 46300, time: 0.284, data: 0.019) G_GAN: 5.806 G_L1: 6.241 D_real: 0.002 D_fake: 0.061 +(epoch: 76, iters: 46400, time: 0.419, data: 0.017) G_GAN: 5.394 G_L1: 4.966 D_real: 0.002 D_fake: 0.165 +(epoch: 76, iters: 46500, time: 0.297, data: 0.017) G_GAN: 5.924 G_L1: 6.558 D_real: 0.009 D_fake: 0.041 +(epoch: 76, iters: 46600, time: 0.289, data: 0.019) G_GAN: 5.757 G_L1: 4.169 D_real: 0.002 D_fake: 0.042 +(epoch: 76, iters: 46700, time: 0.298, data: 0.017) G_GAN: 6.645 G_L1: 4.574 D_real: 0.000 D_fake: 0.006 +(epoch: 76, iters: 46800, time: 0.581, data: 0.020) G_GAN: 6.651 G_L1: 3.981 D_real: 0.000 D_fake: 0.029 +(epoch: 76, iters: 46900, time: 0.295, data: 0.017) G_GAN: 4.015 G_L1: 6.444 D_real: 0.011 D_fake: 0.102 +(epoch: 76, iters: 47000, time: 0.292, data: 0.016) G_GAN: 4.854 G_L1: 3.366 D_real: 0.005 D_fake: 0.023 +(epoch: 76, iters: 47100, time: 0.298, data: 0.019) G_GAN: 5.140 G_L1: 11.195 D_real: 0.000 D_fake: 0.030 +(epoch: 76, iters: 47200, time: 0.402, data: 0.019) G_GAN: 3.936 G_L1: 5.111 D_real: 0.000 D_fake: 0.106 +(epoch: 76, iters: 47300, time: 0.297, data: 0.018) G_GAN: 5.562 G_L1: 5.316 D_real: 0.001 D_fake: 0.021 +(epoch: 76, iters: 47400, time: 0.274, data: 0.017) G_GAN: 5.759 G_L1: 5.210 D_real: 0.000 D_fake: 0.021 +(epoch: 76, iters: 47500, time: 0.291, data: 0.021) G_GAN: 5.601 G_L1: 4.528 D_real: 0.011 D_fake: 0.006 +(epoch: 76, iters: 47600, time: 0.401, data: 0.016) G_GAN: 5.798 G_L1: 3.799 D_real: 0.000 D_fake: 0.035 +(epoch: 76, iters: 47700, time: 0.276, data: 0.017) G_GAN: 5.069 G_L1: 4.938 D_real: 0.001 D_fake: 0.035 +(epoch: 76, iters: 47800, time: 0.296, data: 0.017) G_GAN: 4.753 G_L1: 6.541 D_real: 0.380 D_fake: 0.026 +(epoch: 76, iters: 47900, time: 0.299, data: 0.021) G_GAN: 5.547 G_L1: 3.683 D_real: 0.141 D_fake: 0.026 +(epoch: 76, iters: 48000, time: 0.423, data: 0.022) G_GAN: 5.847 G_L1: 5.151 D_real: 0.000 D_fake: 0.010 +(epoch: 76, iters: 48100, time: 0.300, data: 0.019) G_GAN: 6.823 G_L1: 4.202 D_real: 0.000 D_fake: 0.006 +(epoch: 76, iters: 48200, time: 0.298, data: 0.021) G_GAN: 4.658 G_L1: 5.037 D_real: 0.001 D_fake: 0.119 +(epoch: 76, iters: 48300, time: 0.294, data: 0.021) G_GAN: 4.502 G_L1: 6.818 D_real: 0.000 D_fake: 0.057 +(epoch: 76, iters: 48400, time: 0.413, data: 0.018) G_GAN: 4.074 G_L1: 4.025 D_real: 0.001 D_fake: 0.064 +(epoch: 76, iters: 48500, time: 0.294, data: 0.020) G_GAN: 4.517 G_L1: 4.269 D_real: 0.002 D_fake: 0.032 +(epoch: 76, iters: 48600, time: 0.295, data: 0.020) G_GAN: 4.617 G_L1: 6.092 D_real: 0.009 D_fake: 0.032 +(epoch: 76, iters: 48700, time: 0.285, data: 0.018) G_GAN: 4.553 G_L1: 5.126 D_real: 0.001 D_fake: 0.082 +(epoch: 76, iters: 48800, time: 0.645, data: 0.016) G_GAN: 5.685 G_L1: 4.917 D_real: 0.000 D_fake: 0.326 +(epoch: 76, iters: 48900, time: 0.298, data: 0.020) G_GAN: 4.827 G_L1: 4.023 D_real: 0.000 D_fake: 0.042 +(epoch: 76, iters: 49000, time: 0.296, data: 0.020) G_GAN: 4.585 G_L1: 4.676 D_real: 0.003 D_fake: 0.039 +(epoch: 76, iters: 49100, time: 0.284, data: 0.018) G_GAN: 4.676 G_L1: 5.550 D_real: 0.001 D_fake: 0.073 +(epoch: 76, iters: 49200, time: 0.383, data: 0.017) G_GAN: 4.009 G_L1: 4.300 D_real: 0.010 D_fake: 0.034 +(epoch: 76, iters: 49300, time: 0.299, data: 0.019) G_GAN: 4.073 G_L1: 4.323 D_real: 0.060 D_fake: 0.174 +(epoch: 76, iters: 49400, time: 0.304, data: 0.016) G_GAN: 3.916 G_L1: 5.655 D_real: 0.000 D_fake: 0.083 +(epoch: 76, iters: 49500, time: 0.303, data: 0.019) G_GAN: 4.160 G_L1: 4.348 D_real: 0.000 D_fake: 0.042 +(epoch: 76, iters: 49600, time: 0.418, data: 0.019) G_GAN: 4.437 G_L1: 8.507 D_real: 0.009 D_fake: 0.033 +(epoch: 76, iters: 49700, time: 0.303, data: 0.019) G_GAN: 4.939 G_L1: 3.759 D_real: 0.000 D_fake: 0.038 +(epoch: 76, iters: 49800, time: 0.304, data: 0.018) G_GAN: 5.003 G_L1: 5.274 D_real: 0.002 D_fake: 0.029 +(epoch: 76, iters: 49900, time: 0.293, data: 0.020) G_GAN: 4.510 G_L1: 5.896 D_real: 0.180 D_fake: 0.156 +(epoch: 76, iters: 50000, time: 0.415, data: 0.019) G_GAN: 4.080 G_L1: 5.669 D_real: 0.006 D_fake: 0.044 +(epoch: 76, iters: 50100, time: 0.305, data: 0.017) G_GAN: 4.132 G_L1: 3.565 D_real: 0.001 D_fake: 0.110 +(epoch: 76, iters: 50200, time: 0.287, data: 0.019) G_GAN: 5.659 G_L1: 6.172 D_real: 0.002 D_fake: 0.156 +(epoch: 76, iters: 50300, time: 0.285, data: 0.018) G_GAN: 5.177 G_L1: 11.396 D_real: 0.053 D_fake: 0.016 +(epoch: 76, iters: 50400, time: 0.428, data: 0.018) G_GAN: 4.983 G_L1: 5.064 D_real: 0.036 D_fake: 0.035 +(epoch: 76, iters: 50500, time: 0.301, data: 0.019) G_GAN: 3.251 G_L1: 4.000 D_real: 0.001 D_fake: 0.220 +(epoch: 76, iters: 50600, time: 0.302, data: 0.019) G_GAN: 3.017 G_L1: 5.227 D_real: 0.001 D_fake: 0.051 +(epoch: 76, iters: 50700, time: 0.305, data: 0.019) G_GAN: 4.608 G_L1: 4.258 D_real: 0.002 D_fake: 0.042 +(epoch: 76, iters: 50800, time: 0.642, data: 0.019) G_GAN: 6.482 G_L1: 7.984 D_real: 0.000 D_fake: 0.817 +(epoch: 76, iters: 50900, time: 0.300, data: 0.021) G_GAN: 4.108 G_L1: 7.133 D_real: 0.000 D_fake: 0.053 +(epoch: 76, iters: 51000, time: 0.302, data: 0.022) G_GAN: 3.973 G_L1: 5.065 D_real: 0.000 D_fake: 0.202 +(epoch: 76, iters: 51100, time: 0.297, data: 0.019) G_GAN: 2.613 G_L1: 4.623 D_real: 0.000 D_fake: 0.292 +(epoch: 76, iters: 51200, time: 0.418, data: 0.019) G_GAN: 4.036 G_L1: 5.351 D_real: 0.000 D_fake: 0.232 +(epoch: 76, iters: 51300, time: 0.291, data: 0.018) G_GAN: 4.623 G_L1: 3.586 D_real: 0.037 D_fake: 0.042 +(epoch: 76, iters: 51400, time: 0.296, data: 0.019) G_GAN: 3.228 G_L1: 3.269 D_real: 0.083 D_fake: 0.367 +(epoch: 76, iters: 51500, time: 0.303, data: 0.021) G_GAN: 6.938 G_L1: 6.208 D_real: 0.027 D_fake: 0.017 +(epoch: 76, iters: 51600, time: 0.388, data: 0.020) G_GAN: 4.790 G_L1: 3.945 D_real: 0.001 D_fake: 0.045 +(epoch: 76, iters: 51700, time: 0.300, data: 0.018) G_GAN: 4.075 G_L1: 3.816 D_real: 0.022 D_fake: 0.065 +(epoch: 76, iters: 51800, time: 0.297, data: 0.019) G_GAN: 3.249 G_L1: 4.588 D_real: 0.000 D_fake: 0.095 +(epoch: 76, iters: 51900, time: 0.298, data: 0.019) G_GAN: 5.654 G_L1: 3.347 D_real: 0.015 D_fake: 0.020 +(epoch: 76, iters: 52000, time: 0.397, data: 0.019) G_GAN: 3.177 G_L1: 3.706 D_real: 0.957 D_fake: 0.168 +(epoch: 76, iters: 52100, time: 0.291, data: 0.019) G_GAN: 3.152 G_L1: 5.776 D_real: 0.000 D_fake: 0.185 +(epoch: 76, iters: 52200, time: 0.285, data: 0.021) G_GAN: 3.312 G_L1: 4.856 D_real: 0.003 D_fake: 0.153 +(epoch: 76, iters: 52300, time: 0.301, data: 0.023) G_GAN: 4.768 G_L1: 3.852 D_real: 0.001 D_fake: 0.054 +(epoch: 76, iters: 52400, time: 0.407, data: 0.021) G_GAN: 5.109 G_L1: 10.283 D_real: 0.001 D_fake: 0.022 +(epoch: 76, iters: 52500, time: 0.310, data: 0.018) G_GAN: 4.441 G_L1: 6.697 D_real: 0.000 D_fake: 0.021 +(epoch: 76, iters: 52600, time: 0.303, data: 0.019) G_GAN: 2.913 G_L1: 4.677 D_real: 0.000 D_fake: 0.130 +(epoch: 76, iters: 52700, time: 0.302, data: 0.019) G_GAN: 3.360 G_L1: 5.843 D_real: 0.001 D_fake: 0.458 +(epoch: 76, iters: 52800, time: 0.599, data: 0.018) G_GAN: 3.016 G_L1: 4.017 D_real: 0.000 D_fake: 0.368 +(epoch: 76, iters: 52900, time: 0.297, data: 0.017) G_GAN: 3.933 G_L1: 7.737 D_real: 0.000 D_fake: 0.105 +(epoch: 76, iters: 53000, time: 0.300, data: 0.024) G_GAN: 3.381 G_L1: 6.510 D_real: 0.000 D_fake: 0.099 +(epoch: 76, iters: 53100, time: 0.291, data: 0.019) G_GAN: 4.761 G_L1: 5.269 D_real: 0.000 D_fake: 0.050 +(epoch: 76, iters: 53200, time: 0.402, data: 0.018) G_GAN: 4.123 G_L1: 8.756 D_real: 0.000 D_fake: 0.079 +(epoch: 76, iters: 53300, time: 0.297, data: 0.018) G_GAN: 2.628 G_L1: 10.564 D_real: 0.000 D_fake: 0.222 +(epoch: 76, iters: 53400, time: 0.289, data: 0.018) G_GAN: 3.125 G_L1: 6.752 D_real: 0.003 D_fake: 0.413 +(epoch: 76, iters: 53500, time: 0.303, data: 0.018) G_GAN: 3.291 G_L1: 6.127 D_real: 0.000 D_fake: 0.387 +(epoch: 76, iters: 53600, time: 0.410, data: 0.019) G_GAN: 5.257 G_L1: 6.833 D_real: 0.000 D_fake: 0.075 +(epoch: 76, iters: 53700, time: 0.306, data: 0.018) G_GAN: 3.096 G_L1: 5.240 D_real: 0.001 D_fake: 0.318 +(epoch: 76, iters: 53800, time: 0.299, data: 0.019) G_GAN: 4.192 G_L1: 8.031 D_real: 0.001 D_fake: 0.098 +(epoch: 76, iters: 53900, time: 0.308, data: 0.020) G_GAN: 3.597 G_L1: 6.984 D_real: 0.000 D_fake: 0.138 +(epoch: 76, iters: 54000, time: 0.416, data: 0.019) G_GAN: 3.406 G_L1: 5.469 D_real: 0.001 D_fake: 0.055 +(epoch: 76, iters: 54100, time: 0.300, data: 0.017) G_GAN: 1.899 G_L1: 4.570 D_real: 0.000 D_fake: 0.165 +(epoch: 76, iters: 54200, time: 0.303, data: 0.021) G_GAN: 3.869 G_L1: 4.395 D_real: 0.000 D_fake: 0.142 +(epoch: 76, iters: 54300, time: 0.301, data: 0.020) G_GAN: 3.600 G_L1: 4.673 D_real: 0.000 D_fake: 0.049 +(epoch: 76, iters: 54400, time: 0.417, data: 0.019) G_GAN: 2.607 G_L1: 4.718 D_real: 0.000 D_fake: 0.690 +(epoch: 76, iters: 54500, time: 0.302, data: 0.019) G_GAN: 3.127 G_L1: 6.084 D_real: 0.000 D_fake: 0.118 +(epoch: 76, iters: 54600, time: 0.305, data: 0.018) G_GAN: 2.986 G_L1: 3.645 D_real: 0.000 D_fake: 0.193 +(epoch: 76, iters: 54700, time: 0.302, data: 0.020) G_GAN: 2.853 G_L1: 4.007 D_real: 0.000 D_fake: 0.373 +(epoch: 76, iters: 54800, time: 0.587, data: 0.019) G_GAN: 4.756 G_L1: 7.093 D_real: 0.000 D_fake: 0.131 +(epoch: 76, iters: 54900, time: 0.293, data: 0.019) G_GAN: 3.570 G_L1: 4.705 D_real: 0.000 D_fake: 0.105 +(epoch: 76, iters: 55000, time: 0.300, data: 0.018) G_GAN: 2.288 G_L1: 4.098 D_real: 0.001 D_fake: 0.163 +(epoch: 76, iters: 55100, time: 0.292, data: 0.018) G_GAN: 2.084 G_L1: 5.776 D_real: 0.002 D_fake: 1.020 +(epoch: 76, iters: 55200, time: 0.414, data: 0.020) G_GAN: 2.869 G_L1: 5.772 D_real: 0.000 D_fake: 0.440 +(epoch: 76, iters: 55300, time: 0.300, data: 0.019) G_GAN: 2.225 G_L1: 4.343 D_real: 0.000 D_fake: 0.386 +(epoch: 76, iters: 55400, time: 0.304, data: 0.018) G_GAN: 3.538 G_L1: 4.611 D_real: 0.000 D_fake: 0.114 +(epoch: 76, iters: 55500, time: 0.304, data: 0.019) G_GAN: 1.655 G_L1: 4.149 D_real: 0.000 D_fake: 1.869 +(epoch: 76, iters: 55600, time: 0.422, data: 0.020) G_GAN: 2.166 G_L1: 3.719 D_real: 0.000 D_fake: 0.411 +(epoch: 76, iters: 55700, time: 0.295, data: 0.019) G_GAN: 2.985 G_L1: 4.479 D_real: 0.000 D_fake: 0.136 +(epoch: 76, iters: 55800, time: 0.282, data: 0.019) G_GAN: 4.631 G_L1: 4.891 D_real: 0.000 D_fake: 0.026 +(epoch: 76, iters: 55900, time: 0.300, data: 0.017) G_GAN: 2.618 G_L1: 6.497 D_real: 0.000 D_fake: 0.579 +(epoch: 76, iters: 56000, time: 0.415, data: 0.018) G_GAN: 2.466 G_L1: 6.556 D_real: 0.000 D_fake: 0.243 +(epoch: 76, iters: 56100, time: 0.301, data: 0.020) G_GAN: 2.313 G_L1: 3.987 D_real: 0.000 D_fake: 0.270 +(epoch: 76, iters: 56200, time: 0.296, data: 0.018) G_GAN: 1.913 G_L1: 4.078 D_real: 0.005 D_fake: 0.249 +(epoch: 76, iters: 56300, time: 0.294, data: 0.018) G_GAN: 2.843 G_L1: 5.697 D_real: 0.000 D_fake: 0.125 +(epoch: 76, iters: 56400, time: 0.388, data: 0.019) G_GAN: 2.209 G_L1: 4.879 D_real: 0.007 D_fake: 0.664 +(epoch: 76, iters: 56500, time: 0.298, data: 0.019) G_GAN: 1.878 G_L1: 3.201 D_real: 0.002 D_fake: 0.977 +(epoch: 76, iters: 56600, time: 0.292, data: 0.018) G_GAN: 3.633 G_L1: 6.427 D_real: 0.003 D_fake: 0.059 +(epoch: 76, iters: 56700, time: 0.298, data: 0.018) G_GAN: 1.611 G_L1: 4.051 D_real: 0.001 D_fake: 0.503 +(epoch: 76, iters: 56800, time: 0.543, data: 0.020) G_GAN: 2.457 G_L1: 4.243 D_real: 0.000 D_fake: 0.425 +(epoch: 76, iters: 56900, time: 0.293, data: 0.019) G_GAN: 2.910 G_L1: 7.374 D_real: 0.002 D_fake: 0.493 +(epoch: 76, iters: 57000, time: 0.295, data: 0.018) G_GAN: 2.146 G_L1: 4.373 D_real: 0.000 D_fake: 0.619 +(epoch: 76, iters: 57100, time: 0.302, data: 0.019) G_GAN: 1.103 G_L1: 7.791 D_real: 0.000 D_fake: 0.353 +(epoch: 76, iters: 57200, time: 0.416, data: 0.020) G_GAN: 2.099 G_L1: 4.176 D_real: 0.001 D_fake: 0.282 +(epoch: 76, iters: 57300, time: 0.299, data: 0.019) G_GAN: 2.239 G_L1: 3.735 D_real: 0.001 D_fake: 1.117 +(epoch: 76, iters: 57400, time: 0.294, data: 0.019) G_GAN: 9.197 G_L1: 6.682 D_real: 0.057 D_fake: 0.339 +(epoch: 76, iters: 57500, time: 0.302, data: 0.018) G_GAN: 2.137 G_L1: 5.167 D_real: 0.000 D_fake: 0.505 +(epoch: 76, iters: 57600, time: 0.417, data: 0.018) G_GAN: 2.260 G_L1: 3.780 D_real: 0.000 D_fake: 0.265 +(epoch: 76, iters: 57700, time: 0.290, data: 0.019) G_GAN: 2.131 G_L1: 4.324 D_real: 0.001 D_fake: 0.079 +(epoch: 76, iters: 57800, time: 0.301, data: 0.019) G_GAN: 2.367 G_L1: 5.138 D_real: 0.000 D_fake: 0.420 +(epoch: 76, iters: 57900, time: 0.295, data: 0.019) G_GAN: 2.110 G_L1: 6.608 D_real: 0.000 D_fake: 1.227 +(epoch: 76, iters: 58000, time: 0.411, data: 0.018) G_GAN: 2.418 G_L1: 3.903 D_real: 0.001 D_fake: 0.570 +(epoch: 76, iters: 58100, time: 0.301, data: 0.020) G_GAN: 2.386 G_L1: 6.345 D_real: 0.021 D_fake: 0.425 +(epoch: 76, iters: 58200, time: 0.300, data: 0.019) G_GAN: 3.686 G_L1: 8.792 D_real: 0.001 D_fake: 0.108 +(epoch: 76, iters: 58300, time: 0.289, data: 0.019) G_GAN: 3.406 G_L1: 7.859 D_real: 0.003 D_fake: 0.302 +(epoch: 76, iters: 58400, time: 0.394, data: 0.019) G_GAN: 2.830 G_L1: 6.893 D_real: 0.001 D_fake: 0.354 +(epoch: 76, iters: 58500, time: 0.293, data: 0.020) G_GAN: 1.528 G_L1: 5.600 D_real: 0.000 D_fake: 0.355 +(epoch: 76, iters: 58600, time: 0.300, data: 0.020) G_GAN: 1.658 G_L1: 3.636 D_real: 0.000 D_fake: 0.471 +(epoch: 76, iters: 58700, time: 0.300, data: 0.019) G_GAN: 2.147 G_L1: 5.824 D_real: 0.000 D_fake: 0.289 +(epoch: 76, iters: 58800, time: 0.608, data: 0.020) G_GAN: 1.727 G_L1: 3.552 D_real: 0.000 D_fake: 0.761 +(epoch: 76, iters: 58900, time: 0.305, data: 0.019) G_GAN: 2.514 G_L1: 7.053 D_real: 0.000 D_fake: 0.338 +(epoch: 76, iters: 59000, time: 0.298, data: 0.019) G_GAN: 3.190 G_L1: 9.001 D_real: 0.016 D_fake: 0.277 +(epoch: 76, iters: 59100, time: 0.298, data: 0.018) G_GAN: 2.958 G_L1: 6.957 D_real: 0.000 D_fake: 0.319 +(epoch: 76, iters: 59200, time: 0.412, data: 0.018) G_GAN: 2.594 G_L1: 5.332 D_real: 0.000 D_fake: 0.515 +(epoch: 76, iters: 59300, time: 0.296, data: 0.018) G_GAN: 2.453 G_L1: 5.419 D_real: 0.000 D_fake: 1.338 +(epoch: 76, iters: 59400, time: 0.306, data: 0.020) G_GAN: 2.398 G_L1: 4.102 D_real: 0.013 D_fake: 0.291 +(epoch: 76, iters: 59500, time: 0.296, data: 0.019) G_GAN: 2.134 G_L1: 6.017 D_real: 0.002 D_fake: 0.539 +(epoch: 76, iters: 59600, time: 0.424, data: 0.020) G_GAN: 2.189 G_L1: 5.672 D_real: 0.000 D_fake: 0.388 +(epoch: 76, iters: 59700, time: 0.303, data: 0.020) G_GAN: 1.982 G_L1: 4.251 D_real: 0.000 D_fake: 0.492 +(epoch: 76, iters: 59800, time: 0.303, data: 0.019) G_GAN: 2.932 G_L1: 4.164 D_real: 0.012 D_fake: 0.125 +(epoch: 76, iters: 59900, time: 0.296, data: 0.018) G_GAN: 2.294 G_L1: 6.856 D_real: 0.012 D_fake: 0.361 +(epoch: 76, iters: 60000, time: 0.422, data: 0.019) G_GAN: 2.525 G_L1: 8.460 D_real: 0.000 D_fake: 0.793 +(epoch: 77, iters: 84, time: 0.298, data: 0.019) G_GAN: 2.788 G_L1: 4.449 D_real: 0.003 D_fake: 0.245 +(epoch: 77, iters: 184, time: 0.288, data: 0.019) G_GAN: 3.127 G_L1: 4.495 D_real: 0.001 D_fake: 0.267 +(epoch: 77, iters: 284, time: 0.305, data: 0.018) G_GAN: 2.300 G_L1: 6.321 D_real: 0.000 D_fake: 0.632 +(epoch: 77, iters: 384, time: 0.599, data: 0.020) G_GAN: 1.817 G_L1: 4.043 D_real: 0.000 D_fake: 0.937 +(epoch: 77, iters: 484, time: 0.300, data: 0.023) G_GAN: 2.650 G_L1: 4.663 D_real: 0.000 D_fake: 0.532 +(epoch: 77, iters: 584, time: 0.305, data: 0.020) G_GAN: 1.926 G_L1: 4.428 D_real: 0.004 D_fake: 0.207 +(epoch: 77, iters: 684, time: 0.307, data: 0.020) G_GAN: 2.118 G_L1: 4.912 D_real: 0.000 D_fake: 0.414 +(epoch: 77, iters: 784, time: 0.601, data: 0.020) G_GAN: 1.848 G_L1: 4.413 D_real: 0.006 D_fake: 0.252 +(epoch: 77, iters: 884, time: 0.302, data: 0.019) G_GAN: 1.644 G_L1: 4.003 D_real: 0.003 D_fake: 0.496 +(epoch: 77, iters: 984, time: 0.288, data: 0.019) G_GAN: 2.543 G_L1: 4.939 D_real: 0.000 D_fake: 0.305 +(epoch: 77, iters: 1084, time: 0.300, data: 0.018) G_GAN: 2.268 G_L1: 3.773 D_real: 0.000 D_fake: 0.261 +(epoch: 77, iters: 1184, time: 0.399, data: 0.021) G_GAN: 3.086 G_L1: 6.643 D_real: 0.002 D_fake: 0.183 +(epoch: 77, iters: 1284, time: 0.299, data: 0.018) G_GAN: 1.799 G_L1: 4.007 D_real: 0.001 D_fake: 0.768 +(epoch: 77, iters: 1384, time: 0.296, data: 0.019) G_GAN: 1.490 G_L1: 4.885 D_real: 0.000 D_fake: 0.489 +(epoch: 77, iters: 1484, time: 0.300, data: 0.019) G_GAN: 1.854 G_L1: 11.461 D_real: 0.001 D_fake: 0.374 +(epoch: 77, iters: 1584, time: 0.397, data: 0.019) G_GAN: 2.035 G_L1: 5.607 D_real: 0.000 D_fake: 0.501 +(epoch: 77, iters: 1684, time: 0.276, data: 0.019) G_GAN: 3.272 G_L1: 5.098 D_real: 0.000 D_fake: 0.619 +(epoch: 77, iters: 1784, time: 0.287, data: 0.017) G_GAN: 2.588 G_L1: 6.625 D_real: 0.000 D_fake: 0.280 +(epoch: 77, iters: 1884, time: 0.300, data: 0.018) G_GAN: 2.609 G_L1: 5.745 D_real: 0.000 D_fake: 0.391 +(epoch: 77, iters: 1984, time: 0.432, data: 0.021) G_GAN: 2.416 G_L1: 6.917 D_real: 0.001 D_fake: 0.410 +(epoch: 77, iters: 2084, time: 0.305, data: 0.020) G_GAN: 2.305 G_L1: 6.093 D_real: 0.000 D_fake: 0.256 +(epoch: 77, iters: 2184, time: 0.291, data: 0.020) G_GAN: 1.536 G_L1: 3.703 D_real: 0.000 D_fake: 0.464 +(epoch: 77, iters: 2284, time: 0.294, data: 0.018) G_GAN: 2.439 G_L1: 5.318 D_real: 0.001 D_fake: 0.176 +(epoch: 77, iters: 2384, time: 0.427, data: 0.019) G_GAN: 2.456 G_L1: 4.711 D_real: 0.000 D_fake: 0.995 +(epoch: 77, iters: 2484, time: 0.302, data: 0.020) G_GAN: 5.012 G_L1: 5.316 D_real: 0.044 D_fake: 0.026 +(epoch: 77, iters: 2584, time: 0.306, data: 0.023) G_GAN: 1.407 G_L1: 3.970 D_real: 0.003 D_fake: 0.493 +(epoch: 77, iters: 2684, time: 0.302, data: 0.020) G_GAN: 1.741 G_L1: 5.138 D_real: 0.047 D_fake: 0.355 +(epoch: 77, iters: 2784, time: 0.610, data: 0.020) G_GAN: 2.956 G_L1: 4.894 D_real: 0.013 D_fake: 0.518 +(epoch: 77, iters: 2884, time: 0.294, data: 0.021) G_GAN: 2.499 G_L1: 4.169 D_real: 0.002 D_fake: 0.210 +(epoch: 77, iters: 2984, time: 0.305, data: 0.019) G_GAN: 2.520 G_L1: 4.261 D_real: 0.005 D_fake: 0.342 +(epoch: 77, iters: 3084, time: 0.293, data: 0.020) G_GAN: 2.602 G_L1: 6.482 D_real: 0.094 D_fake: 0.201 +(epoch: 77, iters: 3184, time: 0.425, data: 0.019) G_GAN: 2.035 G_L1: 4.344 D_real: 0.001 D_fake: 0.330 +(epoch: 77, iters: 3284, time: 0.299, data: 0.018) G_GAN: 1.842 G_L1: 3.779 D_real: 0.001 D_fake: 0.364 +(epoch: 77, iters: 3384, time: 0.302, data: 0.020) G_GAN: 2.684 G_L1: 5.390 D_real: 0.000 D_fake: 0.176 +(epoch: 77, iters: 3484, time: 0.295, data: 0.019) G_GAN: 1.864 G_L1: 3.911 D_real: 0.001 D_fake: 0.775 +(epoch: 77, iters: 3584, time: 0.416, data: 0.020) G_GAN: 2.365 G_L1: 5.818 D_real: 0.003 D_fake: 0.286 +(epoch: 77, iters: 3684, time: 0.303, data: 0.018) G_GAN: 1.473 G_L1: 4.490 D_real: 0.735 D_fake: 0.442 +(epoch: 77, iters: 3784, time: 0.296, data: 0.019) G_GAN: 2.595 G_L1: 3.817 D_real: 0.028 D_fake: 0.173 +(epoch: 77, iters: 3884, time: 0.294, data: 0.019) G_GAN: 2.508 G_L1: 7.323 D_real: 0.034 D_fake: 0.490 +(epoch: 77, iters: 3984, time: 0.410, data: 0.017) G_GAN: 1.709 G_L1: 4.611 D_real: 0.004 D_fake: 0.618 +(epoch: 77, iters: 4084, time: 0.297, data: 0.019) G_GAN: 1.182 G_L1: 4.311 D_real: 0.001 D_fake: 0.721 +(epoch: 77, iters: 4184, time: 0.301, data: 0.019) G_GAN: 1.473 G_L1: 4.903 D_real: 0.000 D_fake: 0.549 +(epoch: 77, iters: 4284, time: 0.302, data: 0.019) G_GAN: 2.352 G_L1: 4.915 D_real: 0.000 D_fake: 0.281 +(epoch: 77, iters: 4384, time: 0.387, data: 0.019) G_GAN: 1.675 G_L1: 4.195 D_real: 0.004 D_fake: 0.805 +(epoch: 77, iters: 4484, time: 0.299, data: 0.018) G_GAN: 2.480 G_L1: 4.546 D_real: 0.003 D_fake: 0.186 +(epoch: 77, iters: 4584, time: 0.297, data: 0.019) G_GAN: 2.787 G_L1: 6.724 D_real: 0.056 D_fake: 0.186 +(epoch: 77, iters: 4684, time: 0.290, data: 0.018) G_GAN: 2.581 G_L1: 4.048 D_real: 0.000 D_fake: 0.191 +(epoch: 77, iters: 4784, time: 0.624, data: 0.017) G_GAN: 2.584 G_L1: 3.532 D_real: 0.012 D_fake: 0.484 +(epoch: 77, iters: 4884, time: 0.302, data: 0.020) G_GAN: 2.945 G_L1: 5.240 D_real: 0.004 D_fake: 0.570 +(epoch: 77, iters: 4984, time: 0.309, data: 0.019) G_GAN: 2.343 G_L1: 3.897 D_real: 0.014 D_fake: 0.167 +(epoch: 77, iters: 5084, time: 0.302, data: 0.019) G_GAN: 2.196 G_L1: 4.490 D_real: 0.003 D_fake: 0.430 +(epoch: 77, iters: 5184, time: 0.392, data: 0.020) G_GAN: 1.741 G_L1: 3.506 D_real: 0.001 D_fake: 0.852 +(epoch: 77, iters: 5284, time: 0.292, data: 0.017) G_GAN: 2.509 G_L1: 5.134 D_real: 0.000 D_fake: 0.548 +(epoch: 77, iters: 5384, time: 0.299, data: 0.018) G_GAN: 2.016 G_L1: 4.080 D_real: 0.039 D_fake: 0.475 +(epoch: 77, iters: 5484, time: 0.305, data: 0.017) G_GAN: 2.732 G_L1: 4.510 D_real: 0.000 D_fake: 0.298 +(epoch: 77, iters: 5584, time: 0.407, data: 0.019) G_GAN: 3.985 G_L1: 5.583 D_real: 0.001 D_fake: 0.081 +(epoch: 77, iters: 5684, time: 0.298, data: 0.017) G_GAN: 2.193 G_L1: 4.116 D_real: 0.001 D_fake: 0.283 +(epoch: 77, iters: 5784, time: 0.302, data: 0.018) G_GAN: 4.474 G_L1: 9.600 D_real: 0.043 D_fake: 0.050 +(epoch: 77, iters: 5884, time: 0.299, data: 0.018) G_GAN: 3.556 G_L1: 4.157 D_real: 0.068 D_fake: 0.060 +(epoch: 77, iters: 5984, time: 0.413, data: 0.018) G_GAN: 3.427 G_L1: 5.115 D_real: 0.025 D_fake: 0.095 +(epoch: 77, iters: 6084, time: 0.299, data: 0.021) G_GAN: 3.782 G_L1: 7.081 D_real: 0.024 D_fake: 0.097 +(epoch: 77, iters: 6184, time: 0.296, data: 0.018) G_GAN: 6.030 G_L1: 4.961 D_real: 0.000 D_fake: 0.007 +(epoch: 77, iters: 6284, time: 0.304, data: 0.020) G_GAN: 4.073 G_L1: 9.426 D_real: 0.041 D_fake: 0.305 +(epoch: 77, iters: 6384, time: 0.421, data: 0.018) G_GAN: 3.221 G_L1: 3.942 D_real: 0.003 D_fake: 0.179 +(epoch: 77, iters: 6484, time: 0.301, data: 0.018) G_GAN: 3.791 G_L1: 3.773 D_real: 0.132 D_fake: 0.046 +(epoch: 77, iters: 6584, time: 0.289, data: 0.018) G_GAN: 3.543 G_L1: 3.561 D_real: 0.306 D_fake: 0.078 +(epoch: 77, iters: 6684, time: 0.302, data: 0.018) G_GAN: 3.824 G_L1: 5.927 D_real: 0.030 D_fake: 0.060 +(epoch: 77, iters: 6784, time: 0.615, data: 0.019) G_GAN: 3.718 G_L1: 5.813 D_real: 0.003 D_fake: 0.121 +(epoch: 77, iters: 6884, time: 0.293, data: 0.022) G_GAN: 3.010 G_L1: 3.734 D_real: 0.007 D_fake: 0.173 +(epoch: 77, iters: 6984, time: 0.294, data: 0.018) G_GAN: 3.937 G_L1: 5.135 D_real: 0.005 D_fake: 0.105 +(epoch: 77, iters: 7084, time: 0.300, data: 0.018) G_GAN: 2.565 G_L1: 4.450 D_real: 0.008 D_fake: 0.262 +(epoch: 77, iters: 7184, time: 0.427, data: 0.021) G_GAN: 2.843 G_L1: 4.657 D_real: 0.000 D_fake: 0.242 +(epoch: 77, iters: 7284, time: 0.295, data: 0.018) G_GAN: 4.035 G_L1: 5.696 D_real: 0.001 D_fake: 0.159 +(epoch: 77, iters: 7384, time: 0.297, data: 0.018) G_GAN: 2.685 G_L1: 4.247 D_real: 0.004 D_fake: 0.160 +(epoch: 77, iters: 7484, time: 0.301, data: 0.020) G_GAN: 3.102 G_L1: 3.641 D_real: 0.004 D_fake: 0.150 +(epoch: 77, iters: 7584, time: 0.388, data: 0.018) G_GAN: 3.327 G_L1: 5.557 D_real: 0.001 D_fake: 0.112 +(epoch: 77, iters: 7684, time: 0.302, data: 0.018) G_GAN: 3.496 G_L1: 5.624 D_real: 0.000 D_fake: 0.139 +(epoch: 77, iters: 7784, time: 0.305, data: 0.020) G_GAN: 2.535 G_L1: 4.205 D_real: 0.000 D_fake: 0.273 +(epoch: 77, iters: 7884, time: 0.291, data: 0.019) G_GAN: 3.477 G_L1: 8.336 D_real: 0.000 D_fake: 0.113 +(epoch: 77, iters: 7984, time: 0.415, data: 0.018) G_GAN: 2.031 G_L1: 4.427 D_real: 0.000 D_fake: 0.694 +(epoch: 77, iters: 8084, time: 0.298, data: 0.020) G_GAN: 2.113 G_L1: 3.504 D_real: 0.002 D_fake: 0.349 +(epoch: 77, iters: 8184, time: 0.294, data: 0.019) G_GAN: 2.475 G_L1: 4.396 D_real: 0.001 D_fake: 0.226 +(epoch: 77, iters: 8284, time: 0.300, data: 0.019) G_GAN: 2.869 G_L1: 4.048 D_real: 0.000 D_fake: 0.422 +(epoch: 77, iters: 8384, time: 0.408, data: 0.019) G_GAN: 3.026 G_L1: 6.222 D_real: 0.000 D_fake: 0.205 +(epoch: 77, iters: 8484, time: 0.295, data: 0.018) G_GAN: 3.097 G_L1: 5.227 D_real: 0.000 D_fake: 0.177 +(epoch: 77, iters: 8584, time: 0.300, data: 0.019) G_GAN: 4.387 G_L1: 10.510 D_real: 0.000 D_fake: 0.077 +(epoch: 77, iters: 8684, time: 0.290, data: 0.022) G_GAN: 5.891 G_L1: 7.698 D_real: 0.000 D_fake: 0.027 +(epoch: 77, iters: 8784, time: 0.606, data: 0.019) G_GAN: 2.170 G_L1: 3.273 D_real: 0.000 D_fake: 0.203 +(epoch: 77, iters: 8884, time: 0.296, data: 0.020) G_GAN: 4.442 G_L1: 6.721 D_real: 0.017 D_fake: 0.019 +(epoch: 77, iters: 8984, time: 0.294, data: 0.020) G_GAN: 2.622 G_L1: 3.759 D_real: 0.000 D_fake: 0.099 +(epoch: 77, iters: 9084, time: 0.292, data: 0.017) G_GAN: 2.569 G_L1: 3.500 D_real: 0.000 D_fake: 0.591 +(epoch: 77, iters: 9184, time: 0.417, data: 0.021) G_GAN: 2.477 G_L1: 4.613 D_real: 0.001 D_fake: 0.313 +(epoch: 77, iters: 9284, time: 0.287, data: 0.018) G_GAN: 2.119 G_L1: 4.536 D_real: 0.000 D_fake: 0.324 +(epoch: 77, iters: 9384, time: 0.295, data: 0.020) G_GAN: 1.844 G_L1: 5.460 D_real: 0.000 D_fake: 0.249 +(epoch: 77, iters: 9484, time: 0.301, data: 0.017) G_GAN: 2.796 G_L1: 3.477 D_real: 0.001 D_fake: 0.097 +(epoch: 77, iters: 9584, time: 0.430, data: 0.018) G_GAN: 2.240 G_L1: 5.836 D_real: 0.000 D_fake: 0.333 +(epoch: 77, iters: 9684, time: 0.292, data: 0.020) G_GAN: 2.133 G_L1: 4.075 D_real: 0.000 D_fake: 0.412 +(epoch: 77, iters: 9784, time: 0.297, data: 0.019) G_GAN: 3.251 G_L1: 7.457 D_real: 0.000 D_fake: 0.170 +(epoch: 77, iters: 9884, time: 0.297, data: 0.019) G_GAN: 1.992 G_L1: 4.776 D_real: 0.000 D_fake: 0.486 +(epoch: 77, iters: 9984, time: 0.405, data: 0.019) G_GAN: 2.099 G_L1: 3.961 D_real: 0.000 D_fake: 0.566 +(epoch: 77, iters: 10084, time: 0.303, data: 0.017) G_GAN: 2.850 G_L1: 4.913 D_real: 0.047 D_fake: 0.580 +(epoch: 77, iters: 10184, time: 0.294, data: 0.020) G_GAN: 3.618 G_L1: 3.987 D_real: 0.028 D_fake: 0.587 +(epoch: 77, iters: 10284, time: 0.302, data: 0.018) G_GAN: 6.891 G_L1: 4.807 D_real: 0.086 D_fake: 0.016 +(epoch: 77, iters: 10384, time: 0.418, data: 0.020) G_GAN: 3.572 G_L1: 4.156 D_real: 0.070 D_fake: 0.260 +(epoch: 77, iters: 10484, time: 0.303, data: 0.020) G_GAN: 5.458 G_L1: 6.959 D_real: 0.004 D_fake: 0.041 +(epoch: 77, iters: 10584, time: 0.296, data: 0.018) G_GAN: 4.097 G_L1: 5.170 D_real: 0.003 D_fake: 0.052 +(epoch: 77, iters: 10684, time: 0.298, data: 0.018) G_GAN: 4.760 G_L1: 5.161 D_real: 0.171 D_fake: 0.095 +(epoch: 77, iters: 10784, time: 0.610, data: 0.020) G_GAN: 2.763 G_L1: 3.690 D_real: 0.265 D_fake: 0.120 +(epoch: 77, iters: 10884, time: 0.304, data: 0.017) G_GAN: 3.180 G_L1: 4.156 D_real: 0.586 D_fake: 0.090 +(epoch: 77, iters: 10984, time: 0.288, data: 0.019) G_GAN: 6.231 G_L1: 5.513 D_real: 0.086 D_fake: 0.132 +(epoch: 77, iters: 11084, time: 0.290, data: 0.019) G_GAN: 3.840 G_L1: 4.146 D_real: 0.026 D_fake: 0.145 +(epoch: 77, iters: 11184, time: 0.389, data: 0.016) G_GAN: 4.865 G_L1: 3.058 D_real: 0.041 D_fake: 0.040 +(epoch: 77, iters: 11284, time: 0.298, data: 0.017) G_GAN: 5.334 G_L1: 3.856 D_real: 0.032 D_fake: 0.029 +(epoch: 77, iters: 11384, time: 0.294, data: 0.019) G_GAN: 5.006 G_L1: 4.726 D_real: 0.006 D_fake: 0.037 +(epoch: 77, iters: 11484, time: 0.291, data: 0.019) G_GAN: 5.474 G_L1: 3.185 D_real: 0.025 D_fake: 0.051 +(epoch: 77, iters: 11584, time: 0.423, data: 0.018) G_GAN: 6.410 G_L1: 4.830 D_real: 0.039 D_fake: 0.086 +(epoch: 77, iters: 11684, time: 0.295, data: 0.019) G_GAN: 4.726 G_L1: 5.207 D_real: 0.026 D_fake: 0.182 +(epoch: 77, iters: 11784, time: 0.297, data: 0.019) G_GAN: 3.777 G_L1: 3.678 D_real: 0.022 D_fake: 0.112 +(epoch: 77, iters: 11884, time: 0.300, data: 0.018) G_GAN: 4.942 G_L1: 3.810 D_real: 0.223 D_fake: 0.019 +(epoch: 77, iters: 11984, time: 0.378, data: 0.018) G_GAN: 4.246 G_L1: 2.804 D_real: 0.229 D_fake: 0.050 +(epoch: 77, iters: 12084, time: 0.294, data: 0.017) G_GAN: 5.099 G_L1: 3.721 D_real: 0.002 D_fake: 0.036 +(epoch: 77, iters: 12184, time: 0.287, data: 0.019) G_GAN: 6.862 G_L1: 4.191 D_real: 0.010 D_fake: 0.035 +(epoch: 77, iters: 12284, time: 0.304, data: 0.019) G_GAN: 6.709 G_L1: 5.298 D_real: 0.156 D_fake: 0.016 +(epoch: 77, iters: 12384, time: 0.371, data: 0.019) G_GAN: 5.845 G_L1: 5.590 D_real: 0.017 D_fake: 0.022 +(epoch: 77, iters: 12484, time: 0.280, data: 0.017) G_GAN: 6.038 G_L1: 5.309 D_real: 0.007 D_fake: 0.068 +(epoch: 77, iters: 12584, time: 0.305, data: 0.016) G_GAN: 3.551 G_L1: 4.641 D_real: 0.006 D_fake: 0.096 +(epoch: 77, iters: 12684, time: 0.297, data: 0.019) G_GAN: 4.799 G_L1: 5.220 D_real: 0.008 D_fake: 0.026 +(epoch: 77, iters: 12784, time: 0.618, data: 0.018) G_GAN: 4.981 G_L1: 5.483 D_real: 0.070 D_fake: 0.024 +(epoch: 77, iters: 12884, time: 0.293, data: 0.019) G_GAN: 5.530 G_L1: 6.053 D_real: 0.009 D_fake: 0.032 +(epoch: 77, iters: 12984, time: 0.295, data: 0.018) G_GAN: 4.540 G_L1: 3.998 D_real: 0.000 D_fake: 0.058 +(epoch: 77, iters: 13084, time: 0.294, data: 0.018) G_GAN: 6.075 G_L1: 4.722 D_real: 0.000 D_fake: 0.020 +(epoch: 77, iters: 13184, time: 0.420, data: 0.019) G_GAN: 5.746 G_L1: 3.902 D_real: 0.005 D_fake: 0.023 +(epoch: 77, iters: 13284, time: 0.292, data: 0.020) G_GAN: 6.727 G_L1: 5.417 D_real: 0.000 D_fake: 0.008 +(epoch: 77, iters: 13384, time: 0.284, data: 0.018) G_GAN: 5.589 G_L1: 6.052 D_real: 0.000 D_fake: 0.035 +(epoch: 77, iters: 13484, time: 0.294, data: 0.017) G_GAN: 5.140 G_L1: 5.084 D_real: 0.000 D_fake: 0.034 +(epoch: 77, iters: 13584, time: 0.415, data: 0.019) G_GAN: 3.512 G_L1: 4.648 D_real: 0.000 D_fake: 0.081 +(epoch: 77, iters: 13684, time: 0.301, data: 0.018) G_GAN: 4.803 G_L1: 4.837 D_real: 0.000 D_fake: 0.026 +(epoch: 77, iters: 13784, time: 0.295, data: 0.019) G_GAN: 7.887 G_L1: 5.309 D_real: 0.000 D_fake: 0.009 +(epoch: 77, iters: 13884, time: 0.291, data: 0.018) G_GAN: 4.650 G_L1: 5.815 D_real: 0.002 D_fake: 0.083 +(epoch: 77, iters: 13984, time: 0.393, data: 0.019) G_GAN: 6.073 G_L1: 4.879 D_real: 0.000 D_fake: 0.035 +(epoch: 77, iters: 14084, time: 0.298, data: 0.018) G_GAN: 6.169 G_L1: 5.234 D_real: 0.001 D_fake: 0.019 +(epoch: 77, iters: 14184, time: 0.302, data: 0.019) G_GAN: 5.490 G_L1: 4.285 D_real: 0.000 D_fake: 0.202 +(epoch: 77, iters: 14284, time: 0.295, data: 0.019) G_GAN: 5.735 G_L1: 5.507 D_real: 0.001 D_fake: 0.034 +(epoch: 77, iters: 14384, time: 0.399, data: 0.018) G_GAN: 3.387 G_L1: 4.838 D_real: 0.000 D_fake: 0.346 +(epoch: 77, iters: 14484, time: 0.299, data: 0.017) G_GAN: 5.025 G_L1: 5.020 D_real: 0.000 D_fake: 0.054 +(epoch: 77, iters: 14584, time: 0.302, data: 0.019) G_GAN: 3.397 G_L1: 4.781 D_real: 0.000 D_fake: 0.169 +(epoch: 77, iters: 14684, time: 0.301, data: 0.021) G_GAN: 4.982 G_L1: 5.837 D_real: 0.000 D_fake: 0.133 +(epoch: 77, iters: 14784, time: 0.618, data: 0.019) G_GAN: 2.895 G_L1: 4.334 D_real: 0.000 D_fake: 0.226 +(epoch: 77, iters: 14884, time: 0.303, data: 0.018) G_GAN: 3.535 G_L1: 5.148 D_real: 0.000 D_fake: 0.069 +(epoch: 77, iters: 14984, time: 0.294, data: 0.018) G_GAN: 3.413 G_L1: 5.923 D_real: 0.000 D_fake: 0.150 +(epoch: 77, iters: 15084, time: 0.302, data: 0.018) G_GAN: 3.832 G_L1: 5.619 D_real: 0.000 D_fake: 0.173 +(epoch: 77, iters: 15184, time: 0.390, data: 0.020) G_GAN: 2.942 G_L1: 4.713 D_real: 0.000 D_fake: 0.682 +(epoch: 77, iters: 15284, time: 0.303, data: 0.020) G_GAN: 5.412 G_L1: 7.046 D_real: 0.000 D_fake: 0.010 +(epoch: 77, iters: 15384, time: 0.303, data: 0.018) G_GAN: 2.520 G_L1: 5.898 D_real: 0.007 D_fake: 0.455 +(epoch: 77, iters: 15484, time: 0.301, data: 0.019) G_GAN: 3.421 G_L1: 4.963 D_real: 0.001 D_fake: 0.171 +(epoch: 77, iters: 15584, time: 0.413, data: 0.020) G_GAN: 4.052 G_L1: 4.736 D_real: 0.000 D_fake: 0.117 +(epoch: 77, iters: 15684, time: 0.304, data: 0.018) G_GAN: 3.236 G_L1: 3.366 D_real: 0.000 D_fake: 0.152 +(epoch: 77, iters: 15784, time: 0.301, data: 0.018) G_GAN: 2.673 G_L1: 4.862 D_real: 0.000 D_fake: 0.266 +(epoch: 77, iters: 15884, time: 0.300, data: 0.019) G_GAN: 2.911 G_L1: 5.028 D_real: 0.000 D_fake: 0.911 +(epoch: 77, iters: 15984, time: 0.423, data: 0.019) G_GAN: 3.647 G_L1: 4.464 D_real: 0.003 D_fake: 0.261 +(epoch: 77, iters: 16084, time: 0.300, data: 0.018) G_GAN: 4.037 G_L1: 5.677 D_real: 0.000 D_fake: 0.108 +(epoch: 77, iters: 16184, time: 0.304, data: 0.018) G_GAN: 2.976 G_L1: 4.934 D_real: 0.003 D_fake: 0.223 +(epoch: 77, iters: 16284, time: 0.302, data: 0.021) G_GAN: 3.929 G_L1: 5.397 D_real: 0.000 D_fake: 0.292 +(epoch: 77, iters: 16384, time: 0.400, data: 0.019) G_GAN: 3.881 G_L1: 4.311 D_real: 0.001 D_fake: 0.114 +(epoch: 77, iters: 16484, time: 0.295, data: 0.021) G_GAN: 2.647 G_L1: 5.496 D_real: 0.028 D_fake: 0.497 +(epoch: 77, iters: 16584, time: 0.298, data: 0.017) G_GAN: 3.425 G_L1: 4.663 D_real: 0.000 D_fake: 0.092 +(epoch: 77, iters: 16684, time: 0.302, data: 0.018) G_GAN: 2.114 G_L1: 4.541 D_real: 0.000 D_fake: 0.580 +(epoch: 77, iters: 16784, time: 0.635, data: 0.019) G_GAN: 2.777 G_L1: 3.706 D_real: 0.000 D_fake: 0.181 +(epoch: 77, iters: 16884, time: 0.286, data: 0.018) G_GAN: 2.715 G_L1: 4.057 D_real: 0.000 D_fake: 0.199 +(epoch: 77, iters: 16984, time: 0.302, data: 0.017) G_GAN: 2.818 G_L1: 3.209 D_real: 0.000 D_fake: 0.361 +(epoch: 77, iters: 17084, time: 0.294, data: 0.020) G_GAN: 2.198 G_L1: 4.584 D_real: 0.000 D_fake: 0.110 +(epoch: 77, iters: 17184, time: 0.427, data: 0.018) G_GAN: 2.105 G_L1: 4.023 D_real: 0.000 D_fake: 0.151 +(epoch: 77, iters: 17284, time: 0.297, data: 0.019) G_GAN: 3.595 G_L1: 7.018 D_real: 0.000 D_fake: 0.107 +(epoch: 77, iters: 17384, time: 0.302, data: 0.017) G_GAN: 2.736 G_L1: 6.589 D_real: 0.005 D_fake: 0.246 +(epoch: 77, iters: 17484, time: 0.301, data: 0.019) G_GAN: 1.349 G_L1: 4.717 D_real: 0.000 D_fake: 0.559 +(epoch: 77, iters: 17584, time: 0.396, data: 0.021) G_GAN: 2.160 G_L1: 4.062 D_real: 0.000 D_fake: 0.358 +(epoch: 77, iters: 17684, time: 0.298, data: 0.020) G_GAN: 2.304 G_L1: 5.574 D_real: 0.001 D_fake: 0.154 +(epoch: 77, iters: 17784, time: 0.305, data: 0.020) G_GAN: 1.507 G_L1: 4.706 D_real: 0.000 D_fake: 0.930 +(epoch: 77, iters: 17884, time: 0.288, data: 0.020) G_GAN: 3.181 G_L1: 5.236 D_real: 0.001 D_fake: 0.303 +(epoch: 77, iters: 17984, time: 0.415, data: 0.017) G_GAN: 3.125 G_L1: 6.457 D_real: 0.000 D_fake: 0.251 +(epoch: 77, iters: 18084, time: 0.302, data: 0.019) G_GAN: 2.660 G_L1: 4.394 D_real: 0.006 D_fake: 0.175 +(epoch: 77, iters: 18184, time: 0.296, data: 0.021) G_GAN: 2.678 G_L1: 7.549 D_real: 0.000 D_fake: 0.434 +(epoch: 77, iters: 18284, time: 0.294, data: 0.018) G_GAN: 1.797 G_L1: 4.496 D_real: 0.000 D_fake: 0.173 +(epoch: 77, iters: 18384, time: 0.412, data: 0.017) G_GAN: 1.940 G_L1: 5.388 D_real: 0.006 D_fake: 0.204 +(epoch: 77, iters: 18484, time: 0.293, data: 0.018) G_GAN: 3.905 G_L1: 9.348 D_real: 0.000 D_fake: 0.204 +(epoch: 77, iters: 18584, time: 0.293, data: 0.019) G_GAN: 2.293 G_L1: 5.239 D_real: 0.000 D_fake: 0.328 +(epoch: 77, iters: 18684, time: 0.297, data: 0.018) G_GAN: 3.381 G_L1: 5.924 D_real: 0.000 D_fake: 0.204 +(epoch: 77, iters: 18784, time: 0.639, data: 0.019) G_GAN: 3.333 G_L1: 4.350 D_real: 0.000 D_fake: 0.102 +(epoch: 77, iters: 18884, time: 0.292, data: 0.020) G_GAN: 2.213 G_L1: 4.654 D_real: 0.000 D_fake: 0.208 +(epoch: 77, iters: 18984, time: 0.288, data: 0.020) G_GAN: 3.575 G_L1: 5.406 D_real: 0.000 D_fake: 0.184 +(epoch: 77, iters: 19084, time: 0.294, data: 0.016) G_GAN: 2.390 G_L1: 4.311 D_real: 0.001 D_fake: 0.206 +(epoch: 77, iters: 19184, time: 0.389, data: 0.017) G_GAN: 2.395 G_L1: 5.118 D_real: 0.000 D_fake: 0.289 +(epoch: 77, iters: 19284, time: 0.296, data: 0.015) G_GAN: 2.629 G_L1: 3.515 D_real: 0.000 D_fake: 0.351 +(epoch: 77, iters: 19384, time: 0.263, data: 0.017) G_GAN: 3.191 G_L1: 6.293 D_real: 0.000 D_fake: 0.450 +(epoch: 77, iters: 19484, time: 0.269, data: 0.016) G_GAN: 2.102 G_L1: 3.476 D_real: 0.001 D_fake: 0.320 +(epoch: 77, iters: 19584, time: 0.400, data: 0.019) G_GAN: 2.165 G_L1: 6.377 D_real: 0.001 D_fake: 0.854 +(epoch: 77, iters: 19684, time: 0.294, data: 0.015) G_GAN: 1.508 G_L1: 5.001 D_real: 0.000 D_fake: 0.317 +(epoch: 77, iters: 19784, time: 0.281, data: 0.018) G_GAN: 2.656 G_L1: 5.835 D_real: 0.016 D_fake: 0.581 +(epoch: 77, iters: 19884, time: 0.287, data: 0.016) G_GAN: 1.282 G_L1: 3.697 D_real: 0.002 D_fake: 0.472 +(epoch: 77, iters: 19984, time: 0.393, data: 0.016) G_GAN: 2.149 G_L1: 5.947 D_real: 0.000 D_fake: 0.191 +(epoch: 77, iters: 20084, time: 0.262, data: 0.016) G_GAN: 3.000 G_L1: 4.625 D_real: 0.000 D_fake: 0.214 +(epoch: 77, iters: 20184, time: 0.267, data: 0.013) G_GAN: 3.695 G_L1: 5.080 D_real: 0.000 D_fake: 0.221 +(epoch: 77, iters: 20284, time: 0.279, data: 0.017) G_GAN: 2.945 G_L1: 5.094 D_real: 0.001 D_fake: 0.302 +(epoch: 77, iters: 20384, time: 0.394, data: 0.017) G_GAN: 2.121 G_L1: 3.210 D_real: 0.002 D_fake: 0.285 +(epoch: 77, iters: 20484, time: 0.264, data: 0.018) G_GAN: 1.580 G_L1: 5.093 D_real: 0.000 D_fake: 0.901 +(epoch: 77, iters: 20584, time: 0.289, data: 0.014) G_GAN: 2.811 G_L1: 5.931 D_real: 0.000 D_fake: 0.175 +(epoch: 77, iters: 20684, time: 0.275, data: 0.016) G_GAN: 1.444 G_L1: 5.307 D_real: 0.000 D_fake: 1.203 +(epoch: 77, iters: 20784, time: 0.577, data: 0.016) G_GAN: 3.762 G_L1: 5.943 D_real: 0.000 D_fake: 1.097 +(epoch: 77, iters: 20884, time: 0.281, data: 0.015) G_GAN: 2.762 G_L1: 6.008 D_real: 0.001 D_fake: 0.492 +(epoch: 77, iters: 20984, time: 0.290, data: 0.016) G_GAN: 1.083 G_L1: 3.822 D_real: 0.000 D_fake: 0.874 +(epoch: 77, iters: 21084, time: 0.259, data: 0.020) G_GAN: 1.317 G_L1: 3.847 D_real: 0.000 D_fake: 0.643 +(epoch: 77, iters: 21184, time: 0.392, data: 0.014) G_GAN: 1.652 G_L1: 6.015 D_real: 0.000 D_fake: 0.674 +(epoch: 77, iters: 21284, time: 0.262, data: 0.015) G_GAN: 1.680 G_L1: 4.022 D_real: 0.001 D_fake: 0.739 +(epoch: 77, iters: 21384, time: 0.286, data: 0.014) G_GAN: 2.658 G_L1: 5.312 D_real: 0.000 D_fake: 0.114 +(epoch: 77, iters: 21484, time: 0.258, data: 0.017) G_GAN: 2.222 G_L1: 4.920 D_real: 0.001 D_fake: 0.319 +(epoch: 77, iters: 21584, time: 0.395, data: 0.013) G_GAN: 1.543 G_L1: 3.883 D_real: 0.007 D_fake: 0.431 +(epoch: 77, iters: 21684, time: 0.267, data: 0.016) G_GAN: 4.035 G_L1: 6.744 D_real: 0.000 D_fake: 0.233 +(epoch: 77, iters: 21784, time: 0.260, data: 0.014) G_GAN: 2.107 G_L1: 4.414 D_real: 0.000 D_fake: 0.410 +(epoch: 77, iters: 21884, time: 0.258, data: 0.013) G_GAN: 2.128 G_L1: 8.477 D_real: 0.000 D_fake: 0.790 +(epoch: 77, iters: 21984, time: 0.399, data: 0.014) G_GAN: 1.224 G_L1: 4.816 D_real: 0.001 D_fake: 0.969 +(epoch: 77, iters: 22084, time: 0.281, data: 0.015) G_GAN: 1.622 G_L1: 5.810 D_real: 0.000 D_fake: 0.718 +(epoch: 77, iters: 22184, time: 0.288, data: 0.016) G_GAN: 1.782 G_L1: 4.079 D_real: 0.001 D_fake: 0.680 +(epoch: 77, iters: 22284, time: 0.278, data: 0.016) G_GAN: 2.370 G_L1: 5.559 D_real: 0.001 D_fake: 0.633 +(epoch: 77, iters: 22384, time: 0.376, data: 0.016) G_GAN: 2.060 G_L1: 3.431 D_real: 0.008 D_fake: 0.300 +(epoch: 77, iters: 22484, time: 0.260, data: 0.016) G_GAN: 3.148 G_L1: 6.663 D_real: 0.000 D_fake: 0.354 +(epoch: 77, iters: 22584, time: 0.275, data: 0.015) G_GAN: 1.478 G_L1: 4.303 D_real: 0.000 D_fake: 0.545 +(epoch: 77, iters: 22684, time: 0.270, data: 0.014) G_GAN: 1.583 G_L1: 3.837 D_real: 0.000 D_fake: 0.532 +(epoch: 77, iters: 22784, time: 0.547, data: 0.019) G_GAN: 1.830 G_L1: 3.615 D_real: 0.001 D_fake: 0.247 +(epoch: 77, iters: 22884, time: 0.282, data: 0.016) G_GAN: 1.726 G_L1: 4.005 D_real: 0.000 D_fake: 0.212 +(epoch: 77, iters: 22984, time: 0.261, data: 0.016) G_GAN: 3.050 G_L1: 4.552 D_real: 0.033 D_fake: 0.254 +(epoch: 77, iters: 23084, time: 0.267, data: 0.015) G_GAN: 3.417 G_L1: 6.478 D_real: 0.014 D_fake: 0.276 +(epoch: 77, iters: 23184, time: 0.411, data: 0.015) G_GAN: 2.096 G_L1: 6.650 D_real: 0.412 D_fake: 0.509 +(epoch: 77, iters: 23284, time: 0.280, data: 0.018) G_GAN: 5.054 G_L1: 5.610 D_real: 0.483 D_fake: 0.020 +(epoch: 77, iters: 23384, time: 0.272, data: 0.016) G_GAN: 6.018 G_L1: 4.716 D_real: 0.035 D_fake: 0.050 +(epoch: 77, iters: 23484, time: 0.271, data: 0.018) G_GAN: 3.264 G_L1: 5.692 D_real: 0.258 D_fake: 0.299 +(epoch: 77, iters: 23584, time: 0.395, data: 0.014) G_GAN: 2.607 G_L1: 15.914 D_real: 0.032 D_fake: 0.276 +(epoch: 77, iters: 23684, time: 0.269, data: 0.013) G_GAN: 2.670 G_L1: 4.862 D_real: 0.001 D_fake: 0.233 +(epoch: 77, iters: 23784, time: 0.255, data: 0.015) G_GAN: 2.891 G_L1: 5.419 D_real: 0.323 D_fake: 0.391 +(epoch: 77, iters: 23884, time: 0.301, data: 0.017) G_GAN: 3.120 G_L1: 3.724 D_real: 0.002 D_fake: 0.189 +(epoch: 77, iters: 23984, time: 0.411, data: 0.020) G_GAN: 4.384 G_L1: 5.833 D_real: 0.082 D_fake: 0.202 +(epoch: 77, iters: 24084, time: 0.292, data: 0.021) G_GAN: 4.393 G_L1: 4.055 D_real: 0.172 D_fake: 0.083 +(epoch: 77, iters: 24184, time: 0.301, data: 0.019) G_GAN: 7.021 G_L1: 10.805 D_real: 0.120 D_fake: 0.281 +(epoch: 77, iters: 24284, time: 0.304, data: 0.019) G_GAN: 2.160 G_L1: 4.592 D_real: 0.005 D_fake: 0.195 +(epoch: 77, iters: 24384, time: 0.418, data: 0.019) G_GAN: 3.546 G_L1: 5.523 D_real: 0.000 D_fake: 0.214 +(epoch: 77, iters: 24484, time: 0.296, data: 0.020) G_GAN: 4.262 G_L1: 4.814 D_real: 0.000 D_fake: 0.045 +(epoch: 77, iters: 24584, time: 0.287, data: 0.019) G_GAN: 4.762 G_L1: 8.439 D_real: 0.000 D_fake: 0.365 +(epoch: 77, iters: 24684, time: 0.307, data: 0.018) G_GAN: 2.900 G_L1: 11.872 D_real: 0.001 D_fake: 0.191 +(epoch: 77, iters: 24784, time: 0.614, data: 0.020) G_GAN: 2.303 G_L1: 4.934 D_real: 0.040 D_fake: 0.337 +(epoch: 77, iters: 24884, time: 0.304, data: 0.020) G_GAN: 3.793 G_L1: 4.677 D_real: 0.010 D_fake: 0.157 +(epoch: 77, iters: 24984, time: 0.294, data: 0.022) G_GAN: 3.212 G_L1: 3.860 D_real: 0.011 D_fake: 0.106 +(epoch: 77, iters: 25084, time: 0.302, data: 0.020) G_GAN: 3.132 G_L1: 4.047 D_real: 0.007 D_fake: 0.482 +(epoch: 77, iters: 25184, time: 0.412, data: 0.019) G_GAN: 6.466 G_L1: 6.230 D_real: 0.057 D_fake: 0.026 +(epoch: 77, iters: 25284, time: 0.301, data: 0.019) G_GAN: 4.715 G_L1: 4.198 D_real: 0.007 D_fake: 0.024 +(epoch: 77, iters: 25384, time: 0.284, data: 0.021) G_GAN: 4.561 G_L1: 5.392 D_real: 0.100 D_fake: 0.029 +(epoch: 77, iters: 25484, time: 0.311, data: 0.017) G_GAN: 5.523 G_L1: 3.237 D_real: 0.021 D_fake: 0.039 +(epoch: 77, iters: 25584, time: 0.423, data: 0.019) G_GAN: 3.577 G_L1: 5.145 D_real: 0.061 D_fake: 0.116 +(epoch: 77, iters: 25684, time: 0.304, data: 0.018) G_GAN: 2.843 G_L1: 3.371 D_real: 0.001 D_fake: 0.170 +(epoch: 77, iters: 25784, time: 0.301, data: 0.019) G_GAN: 3.656 G_L1: 4.749 D_real: 0.012 D_fake: 0.140 +(epoch: 77, iters: 25884, time: 0.304, data: 0.017) G_GAN: 3.214 G_L1: 4.292 D_real: 0.002 D_fake: 0.667 +(epoch: 77, iters: 25984, time: 0.415, data: 0.019) G_GAN: 3.655 G_L1: 8.024 D_real: 0.020 D_fake: 0.110 +(epoch: 77, iters: 26084, time: 0.292, data: 0.018) G_GAN: 2.293 G_L1: 4.304 D_real: 0.004 D_fake: 0.528 +(epoch: 77, iters: 26184, time: 0.302, data: 0.019) G_GAN: 3.830 G_L1: 5.379 D_real: 0.099 D_fake: 0.187 +(epoch: 77, iters: 26284, time: 0.299, data: 0.018) G_GAN: 4.107 G_L1: 4.998 D_real: 0.001 D_fake: 0.056 +(epoch: 77, iters: 26384, time: 0.398, data: 0.019) G_GAN: 2.338 G_L1: 4.266 D_real: 0.022 D_fake: 0.593 +(epoch: 77, iters: 26484, time: 0.288, data: 0.017) G_GAN: 4.692 G_L1: 12.490 D_real: 0.003 D_fake: 0.094 +(epoch: 77, iters: 26584, time: 0.308, data: 0.019) G_GAN: 3.673 G_L1: 3.667 D_real: 0.015 D_fake: 0.444 +(epoch: 77, iters: 26684, time: 0.291, data: 0.019) G_GAN: 4.651 G_L1: 4.420 D_real: 0.008 D_fake: 0.195 +(epoch: 77, iters: 26784, time: 0.617, data: 0.017) G_GAN: 3.697 G_L1: 7.111 D_real: 0.033 D_fake: 0.068 +(epoch: 77, iters: 26884, time: 0.297, data: 0.021) G_GAN: 3.276 G_L1: 3.778 D_real: 0.035 D_fake: 0.483 +(epoch: 77, iters: 26984, time: 0.302, data: 0.018) G_GAN: 2.966 G_L1: 4.461 D_real: 0.004 D_fake: 0.256 +(epoch: 77, iters: 27084, time: 0.295, data: 0.019) G_GAN: 3.445 G_L1: 3.673 D_real: 0.012 D_fake: 0.186 +(epoch: 77, iters: 27184, time: 0.406, data: 0.019) G_GAN: 4.278 G_L1: 6.301 D_real: 0.131 D_fake: 0.046 +(epoch: 77, iters: 27284, time: 0.274, data: 0.018) G_GAN: 2.728 G_L1: 4.716 D_real: 0.001 D_fake: 0.288 +(epoch: 77, iters: 27384, time: 0.307, data: 0.015) G_GAN: 4.290 G_L1: 6.582 D_real: 0.000 D_fake: 0.219 +(epoch: 77, iters: 27484, time: 0.304, data: 0.021) G_GAN: 3.580 G_L1: 5.691 D_real: 0.141 D_fake: 0.449 +(epoch: 77, iters: 27584, time: 0.412, data: 0.019) G_GAN: 4.514 G_L1: 3.506 D_real: 0.033 D_fake: 0.086 +(epoch: 77, iters: 27684, time: 0.292, data: 0.019) G_GAN: 3.727 G_L1: 5.442 D_real: 0.078 D_fake: 0.062 +(epoch: 77, iters: 27784, time: 0.298, data: 0.019) G_GAN: 4.153 G_L1: 4.024 D_real: 0.106 D_fake: 0.072 +(epoch: 77, iters: 27884, time: 0.301, data: 0.018) G_GAN: 3.695 G_L1: 4.419 D_real: 0.027 D_fake: 0.648 +(epoch: 77, iters: 27984, time: 0.402, data: 0.019) G_GAN: 4.032 G_L1: 5.729 D_real: 0.016 D_fake: 0.287 +(epoch: 77, iters: 28084, time: 0.281, data: 0.016) G_GAN: 2.878 G_L1: 6.701 D_real: 0.003 D_fake: 0.391 +(epoch: 77, iters: 28184, time: 0.295, data: 0.022) G_GAN: 3.684 G_L1: 4.579 D_real: 0.011 D_fake: 0.072 +(epoch: 77, iters: 28284, time: 0.295, data: 0.020) G_GAN: 3.634 G_L1: 3.598 D_real: 0.212 D_fake: 0.211 +(epoch: 77, iters: 28384, time: 0.428, data: 0.021) G_GAN: 2.275 G_L1: 4.757 D_real: 0.001 D_fake: 0.323 +(epoch: 77, iters: 28484, time: 0.298, data: 0.020) G_GAN: 2.758 G_L1: 4.272 D_real: 0.004 D_fake: 0.108 +(epoch: 77, iters: 28584, time: 0.305, data: 0.019) G_GAN: 3.185 G_L1: 4.157 D_real: 0.022 D_fake: 0.083 +(epoch: 77, iters: 28684, time: 0.302, data: 0.019) G_GAN: 3.382 G_L1: 6.313 D_real: 0.003 D_fake: 0.190 +(epoch: 77, iters: 28784, time: 0.613, data: 0.024) G_GAN: 3.972 G_L1: 5.728 D_real: 0.005 D_fake: 0.052 +(epoch: 77, iters: 28884, time: 0.303, data: 0.019) G_GAN: 3.991 G_L1: 5.332 D_real: 0.005 D_fake: 0.213 +(epoch: 77, iters: 28984, time: 0.280, data: 0.020) G_GAN: 4.056 G_L1: 5.458 D_real: 0.000 D_fake: 0.069 +(epoch: 77, iters: 29084, time: 0.306, data: 0.017) G_GAN: 3.053 G_L1: 3.854 D_real: 0.001 D_fake: 0.158 +(epoch: 77, iters: 29184, time: 0.412, data: 0.019) G_GAN: 2.620 G_L1: 4.163 D_real: 0.008 D_fake: 0.197 +(epoch: 77, iters: 29284, time: 0.308, data: 0.021) G_GAN: 4.642 G_L1: 4.028 D_real: 0.053 D_fake: 0.041 +(epoch: 77, iters: 29384, time: 0.297, data: 0.020) G_GAN: 5.642 G_L1: 5.693 D_real: 0.010 D_fake: 0.095 +(epoch: 77, iters: 29484, time: 0.294, data: 0.020) G_GAN: 3.606 G_L1: 3.602 D_real: 0.212 D_fake: 0.115 +(epoch: 77, iters: 29584, time: 0.395, data: 0.019) G_GAN: 4.383 G_L1: 4.524 D_real: 0.201 D_fake: 0.036 +(epoch: 77, iters: 29684, time: 0.303, data: 0.019) G_GAN: 3.467 G_L1: 4.531 D_real: 0.008 D_fake: 0.287 +(epoch: 77, iters: 29784, time: 0.302, data: 0.020) G_GAN: 5.136 G_L1: 3.680 D_real: 0.035 D_fake: 0.036 +(epoch: 77, iters: 29884, time: 0.289, data: 0.020) G_GAN: 4.422 G_L1: 5.445 D_real: 0.122 D_fake: 0.075 +(epoch: 77, iters: 29984, time: 0.420, data: 0.019) G_GAN: 3.734 G_L1: 3.801 D_real: 0.130 D_fake: 0.076 +(epoch: 77, iters: 30084, time: 0.294, data: 0.019) G_GAN: 4.281 G_L1: 3.484 D_real: 0.016 D_fake: 0.080 +(epoch: 77, iters: 30184, time: 0.303, data: 0.018) G_GAN: 4.651 G_L1: 3.527 D_real: 0.026 D_fake: 0.163 +(epoch: 77, iters: 30284, time: 0.292, data: 0.018) G_GAN: 2.325 G_L1: 3.433 D_real: 0.669 D_fake: 0.054 +(epoch: 77, iters: 30384, time: 0.410, data: 0.018) G_GAN: 3.734 G_L1: 3.382 D_real: 0.008 D_fake: 0.428 +(epoch: 77, iters: 30484, time: 0.304, data: 0.018) G_GAN: 2.890 G_L1: 3.821 D_real: 0.008 D_fake: 0.193 +(epoch: 77, iters: 30584, time: 0.298, data: 0.019) G_GAN: 5.323 G_L1: 3.154 D_real: 0.009 D_fake: 0.113 +(epoch: 77, iters: 30684, time: 0.298, data: 0.019) G_GAN: 4.285 G_L1: 4.508 D_real: 0.328 D_fake: 0.115 +(epoch: 77, iters: 30784, time: 0.603, data: 0.021) G_GAN: 3.557 G_L1: 3.929 D_real: 0.096 D_fake: 0.232 +(epoch: 77, iters: 30884, time: 0.299, data: 0.018) G_GAN: 3.962 G_L1: 4.816 D_real: 0.361 D_fake: 0.032 +(epoch: 77, iters: 30984, time: 0.283, data: 0.018) G_GAN: 4.321 G_L1: 3.432 D_real: 0.132 D_fake: 0.036 +(epoch: 77, iters: 31084, time: 0.292, data: 0.017) G_GAN: 6.550 G_L1: 6.226 D_real: 0.020 D_fake: 0.010 +(epoch: 77, iters: 31184, time: 0.393, data: 0.017) G_GAN: 3.468 G_L1: 3.678 D_real: 0.006 D_fake: 0.059 +(epoch: 77, iters: 31284, time: 0.295, data: 0.018) G_GAN: 4.298 G_L1: 4.799 D_real: 0.047 D_fake: 0.155 +(epoch: 77, iters: 31384, time: 0.299, data: 0.018) G_GAN: 4.947 G_L1: 4.351 D_real: 0.060 D_fake: 0.045 +(epoch: 77, iters: 31484, time: 0.296, data: 0.020) G_GAN: 3.642 G_L1: 1.991 D_real: 0.071 D_fake: 0.086 +(epoch: 77, iters: 31584, time: 0.414, data: 0.019) G_GAN: 4.543 G_L1: 6.098 D_real: 0.005 D_fake: 0.087 +(epoch: 77, iters: 31684, time: 0.266, data: 0.017) G_GAN: 5.387 G_L1: 5.673 D_real: 0.004 D_fake: 0.023 +(epoch: 77, iters: 31784, time: 0.259, data: 0.014) G_GAN: 4.713 G_L1: 3.893 D_real: 0.025 D_fake: 0.073 +(epoch: 77, iters: 31884, time: 0.295, data: 0.014) G_GAN: 6.448 G_L1: 3.357 D_real: 0.012 D_fake: 0.008 +(epoch: 77, iters: 31984, time: 0.408, data: 0.018) G_GAN: 4.542 G_L1: 4.157 D_real: 0.042 D_fake: 0.089 +(epoch: 77, iters: 32084, time: 0.285, data: 0.017) G_GAN: 2.836 G_L1: 4.023 D_real: 0.089 D_fake: 0.400 +(epoch: 77, iters: 32184, time: 0.304, data: 0.019) G_GAN: 4.087 G_L1: 3.485 D_real: 0.010 D_fake: 0.182 +(epoch: 77, iters: 32284, time: 0.301, data: 0.020) G_GAN: 3.450 G_L1: 3.045 D_real: 0.068 D_fake: 0.618 +(epoch: 77, iters: 32384, time: 0.380, data: 0.018) G_GAN: 4.910 G_L1: 4.811 D_real: 0.527 D_fake: 0.046 +(epoch: 77, iters: 32484, time: 0.301, data: 0.019) G_GAN: 5.245 G_L1: 5.266 D_real: 0.161 D_fake: 0.104 +(epoch: 77, iters: 32584, time: 0.292, data: 0.018) G_GAN: 4.068 G_L1: 3.426 D_real: 0.319 D_fake: 0.061 +(epoch: 77, iters: 32684, time: 0.296, data: 0.017) G_GAN: 3.322 G_L1: 3.996 D_real: 0.006 D_fake: 0.237 +(epoch: 77, iters: 32784, time: 0.620, data: 0.018) G_GAN: 3.721 G_L1: 4.422 D_real: 0.027 D_fake: 0.342 +(epoch: 77, iters: 32884, time: 0.289, data: 0.018) G_GAN: 3.296 G_L1: 5.495 D_real: 0.318 D_fake: 0.084 +(epoch: 77, iters: 32984, time: 0.299, data: 0.018) G_GAN: 3.339 G_L1: 3.227 D_real: 0.760 D_fake: 0.034 +(epoch: 77, iters: 33084, time: 0.296, data: 0.020) G_GAN: 4.933 G_L1: 2.897 D_real: 0.001 D_fake: 0.668 +(epoch: 77, iters: 33184, time: 0.423, data: 0.018) G_GAN: 3.667 G_L1: 3.456 D_real: 0.223 D_fake: 0.104 +(epoch: 77, iters: 33284, time: 0.292, data: 0.018) G_GAN: 4.168 G_L1: 3.071 D_real: 0.068 D_fake: 0.206 +(epoch: 77, iters: 33384, time: 0.291, data: 0.020) G_GAN: 2.611 G_L1: 3.553 D_real: 0.213 D_fake: 0.249 +(epoch: 77, iters: 33484, time: 0.297, data: 0.021) G_GAN: 4.180 G_L1: 3.315 D_real: 0.050 D_fake: 0.112 +(epoch: 77, iters: 33584, time: 0.399, data: 0.018) G_GAN: 4.260 G_L1: 11.943 D_real: 0.028 D_fake: 0.046 +(epoch: 77, iters: 33684, time: 0.296, data: 0.017) G_GAN: 4.140 G_L1: 4.578 D_real: 0.066 D_fake: 0.077 +(epoch: 77, iters: 33784, time: 0.300, data: 0.021) G_GAN: 4.316 G_L1: 6.768 D_real: 0.062 D_fake: 0.086 +(epoch: 77, iters: 33884, time: 0.300, data: 0.019) G_GAN: 5.263 G_L1: 5.734 D_real: 0.172 D_fake: 0.020 +(epoch: 77, iters: 33984, time: 0.417, data: 0.021) G_GAN: 4.121 G_L1: 3.718 D_real: 0.105 D_fake: 0.033 +(epoch: 77, iters: 34084, time: 0.300, data: 0.018) G_GAN: 5.777 G_L1: 3.762 D_real: 0.002 D_fake: 0.011 +(epoch: 77, iters: 34184, time: 0.302, data: 0.019) G_GAN: 5.291 G_L1: 4.852 D_real: 0.050 D_fake: 0.063 +(epoch: 77, iters: 34284, time: 0.310, data: 0.020) G_GAN: 4.120 G_L1: 8.071 D_real: 0.061 D_fake: 0.044 +(epoch: 77, iters: 34384, time: 0.407, data: 0.019) G_GAN: 5.154 G_L1: 3.303 D_real: 0.014 D_fake: 0.025 +(epoch: 77, iters: 34484, time: 0.301, data: 0.018) G_GAN: 5.404 G_L1: 3.429 D_real: 0.008 D_fake: 0.042 +(epoch: 77, iters: 34584, time: 0.300, data: 0.021) G_GAN: 9.492 G_L1: 4.489 D_real: 0.024 D_fake: 0.260 +(epoch: 77, iters: 34684, time: 0.289, data: 0.020) G_GAN: 4.477 G_L1: 6.288 D_real: 0.092 D_fake: 0.708 +(epoch: 77, iters: 34784, time: 0.587, data: 0.019) G_GAN: 5.132 G_L1: 4.748 D_real: 0.014 D_fake: 0.041 +(epoch: 77, iters: 34884, time: 0.300, data: 0.022) G_GAN: 3.318 G_L1: 3.726 D_real: 0.095 D_fake: 0.125 +(epoch: 77, iters: 34984, time: 0.298, data: 0.027) G_GAN: 4.433 G_L1: 4.578 D_real: 0.050 D_fake: 0.107 +(epoch: 77, iters: 35084, time: 0.305, data: 0.020) G_GAN: 3.986 G_L1: 3.582 D_real: 0.066 D_fake: 0.032 +(epoch: 77, iters: 35184, time: 0.407, data: 0.019) G_GAN: 7.210 G_L1: 5.413 D_real: 0.024 D_fake: 0.018 +(epoch: 77, iters: 35284, time: 0.299, data: 0.018) G_GAN: 4.720 G_L1: 4.366 D_real: 0.100 D_fake: 0.054 +(epoch: 77, iters: 35384, time: 0.303, data: 0.018) G_GAN: 2.468 G_L1: 3.523 D_real: 0.106 D_fake: 0.266 +(epoch: 77, iters: 35484, time: 0.303, data: 0.022) G_GAN: 2.961 G_L1: 3.405 D_real: 0.420 D_fake: 0.063 +(epoch: 77, iters: 35584, time: 0.421, data: 0.021) G_GAN: 5.437 G_L1: 4.941 D_real: 0.095 D_fake: 0.015 +(epoch: 77, iters: 35684, time: 0.302, data: 0.025) G_GAN: 4.492 G_L1: 3.392 D_real: 0.217 D_fake: 0.039 +(epoch: 77, iters: 35784, time: 0.296, data: 0.020) G_GAN: 5.237 G_L1: 10.075 D_real: 0.029 D_fake: 0.155 +(epoch: 77, iters: 35884, time: 0.307, data: 0.019) G_GAN: 3.582 G_L1: 3.086 D_real: 0.063 D_fake: 0.310 +(epoch: 77, iters: 35984, time: 0.434, data: 0.019) G_GAN: 3.968 G_L1: 4.672 D_real: 0.186 D_fake: 0.077 +(epoch: 77, iters: 36084, time: 0.305, data: 0.019) G_GAN: 4.213 G_L1: 4.740 D_real: 0.144 D_fake: 0.144 +(epoch: 77, iters: 36184, time: 0.304, data: 0.019) G_GAN: 3.841 G_L1: 4.237 D_real: 0.041 D_fake: 0.062 +(epoch: 77, iters: 36284, time: 0.301, data: 0.020) G_GAN: 5.509 G_L1: 11.044 D_real: 0.340 D_fake: 0.027 +(epoch: 77, iters: 36384, time: 0.417, data: 0.019) G_GAN: 5.078 G_L1: 5.075 D_real: 0.158 D_fake: 0.022 +(epoch: 77, iters: 36484, time: 0.290, data: 0.019) G_GAN: 6.005 G_L1: 3.542 D_real: 0.009 D_fake: 0.015 +(epoch: 77, iters: 36584, time: 0.298, data: 0.019) G_GAN: 6.245 G_L1: 4.669 D_real: 0.038 D_fake: 0.017 +(epoch: 77, iters: 36684, time: 0.302, data: 0.019) G_GAN: 4.004 G_L1: 2.982 D_real: 0.133 D_fake: 0.060 +(epoch: 77, iters: 36784, time: 0.547, data: 0.019) G_GAN: 4.372 G_L1: 4.402 D_real: 0.004 D_fake: 0.368 +(epoch: 77, iters: 36884, time: 0.301, data: 0.019) G_GAN: 4.551 G_L1: 3.995 D_real: 0.005 D_fake: 0.100 +(epoch: 77, iters: 36984, time: 0.295, data: 0.019) G_GAN: 3.458 G_L1: 4.854 D_real: 0.110 D_fake: 0.126 +(epoch: 77, iters: 37084, time: 0.300, data: 0.019) G_GAN: 4.121 G_L1: 3.039 D_real: 0.233 D_fake: 0.090 +(epoch: 77, iters: 37184, time: 0.386, data: 0.020) G_GAN: 4.631 G_L1: 3.122 D_real: 0.419 D_fake: 0.030 +(epoch: 77, iters: 37284, time: 0.299, data: 0.019) G_GAN: 4.089 G_L1: 2.579 D_real: 0.075 D_fake: 0.093 +(epoch: 77, iters: 37384, time: 0.300, data: 0.020) G_GAN: 5.508 G_L1: 5.253 D_real: 0.267 D_fake: 0.010 +(epoch: 77, iters: 37484, time: 0.301, data: 0.021) G_GAN: 3.409 G_L1: 3.306 D_real: 0.002 D_fake: 0.199 +(epoch: 77, iters: 37584, time: 0.392, data: 0.018) G_GAN: 3.668 G_L1: 3.386 D_real: 0.147 D_fake: 0.138 +(epoch: 77, iters: 37684, time: 0.309, data: 0.019) G_GAN: 6.771 G_L1: 4.523 D_real: 0.316 D_fake: 0.003 +(epoch: 77, iters: 37784, time: 0.304, data: 0.020) G_GAN: 4.282 G_L1: 5.361 D_real: 0.009 D_fake: 0.167 +(epoch: 77, iters: 37884, time: 0.303, data: 0.020) G_GAN: 3.568 G_L1: 4.674 D_real: 0.013 D_fake: 0.183 +(epoch: 77, iters: 37984, time: 0.427, data: 0.020) G_GAN: 4.604 G_L1: 4.803 D_real: 0.004 D_fake: 0.170 +(epoch: 77, iters: 38084, time: 0.300, data: 0.020) G_GAN: 2.654 G_L1: 3.562 D_real: 0.391 D_fake: 0.099 +(epoch: 77, iters: 38184, time: 0.302, data: 0.018) G_GAN: 3.969 G_L1: 3.871 D_real: 0.298 D_fake: 0.060 +(epoch: 77, iters: 38284, time: 0.303, data: 0.019) G_GAN: 3.828 G_L1: 4.163 D_real: 0.076 D_fake: 0.039 +(epoch: 77, iters: 38384, time: 0.416, data: 0.020) G_GAN: 4.145 G_L1: 3.303 D_real: 0.086 D_fake: 0.125 +(epoch: 77, iters: 38484, time: 0.299, data: 0.019) G_GAN: 4.371 G_L1: 5.078 D_real: 0.002 D_fake: 0.072 +(epoch: 77, iters: 38584, time: 0.302, data: 0.019) G_GAN: 3.047 G_L1: 3.837 D_real: 0.089 D_fake: 0.475 +(epoch: 77, iters: 38684, time: 0.303, data: 0.019) G_GAN: 4.057 G_L1: 3.837 D_real: 0.060 D_fake: 0.077 +(epoch: 77, iters: 38784, time: 0.606, data: 0.022) G_GAN: 4.134 G_L1: 3.029 D_real: 0.061 D_fake: 0.069 +(epoch: 77, iters: 38884, time: 0.290, data: 0.019) G_GAN: 4.505 G_L1: 2.969 D_real: 0.048 D_fake: 0.034 +(epoch: 77, iters: 38984, time: 0.284, data: 0.018) G_GAN: 3.579 G_L1: 3.987 D_real: 0.574 D_fake: 0.056 +(epoch: 77, iters: 39084, time: 0.272, data: 0.017) G_GAN: 5.009 G_L1: 3.737 D_real: 0.603 D_fake: 0.008 +(epoch: 77, iters: 39184, time: 0.392, data: 0.015) G_GAN: 3.198 G_L1: 2.917 D_real: 0.344 D_fake: 0.045 +(epoch: 77, iters: 39284, time: 0.299, data: 0.019) G_GAN: 3.315 G_L1: 3.106 D_real: 0.002 D_fake: 0.236 +(epoch: 77, iters: 39384, time: 0.289, data: 0.019) G_GAN: 3.866 G_L1: 3.968 D_real: 0.023 D_fake: 0.129 +(epoch: 77, iters: 39484, time: 0.304, data: 0.016) G_GAN: 4.055 G_L1: 4.605 D_real: 0.634 D_fake: 0.021 +(epoch: 77, iters: 39584, time: 0.393, data: 0.020) G_GAN: 3.880 G_L1: 2.965 D_real: 0.802 D_fake: 0.019 +(epoch: 77, iters: 39684, time: 0.299, data: 0.017) G_GAN: 2.892 G_L1: 2.301 D_real: 0.207 D_fake: 0.162 +(epoch: 77, iters: 39784, time: 0.303, data: 0.025) G_GAN: 4.235 G_L1: 4.197 D_real: 0.382 D_fake: 0.025 +(epoch: 77, iters: 39884, time: 0.290, data: 0.018) G_GAN: 4.812 G_L1: 3.322 D_real: 0.031 D_fake: 0.130 +(epoch: 77, iters: 39984, time: 0.416, data: 0.018) G_GAN: 3.448 G_L1: 3.712 D_real: 0.172 D_fake: 0.106 +(epoch: 77, iters: 40084, time: 0.295, data: 0.022) G_GAN: 3.998 G_L1: 4.005 D_real: 0.033 D_fake: 0.116 +(epoch: 77, iters: 40184, time: 0.295, data: 0.018) G_GAN: 2.709 G_L1: 2.410 D_real: 0.056 D_fake: 0.227 +(epoch: 77, iters: 40284, time: 0.303, data: 0.018) G_GAN: 2.245 G_L1: 2.530 D_real: 0.401 D_fake: 0.264 +(epoch: 77, iters: 40384, time: 0.417, data: 0.018) G_GAN: 3.745 G_L1: 5.372 D_real: 0.128 D_fake: 0.078 +(epoch: 77, iters: 40484, time: 0.290, data: 0.019) G_GAN: 5.910 G_L1: 4.710 D_real: 0.001 D_fake: 0.007 +(epoch: 77, iters: 40584, time: 0.297, data: 0.019) G_GAN: 3.850 G_L1: 3.472 D_real: 0.166 D_fake: 0.049 +(epoch: 77, iters: 40684, time: 0.272, data: 0.018) G_GAN: 4.176 G_L1: 3.541 D_real: 0.004 D_fake: 0.234 +(epoch: 77, iters: 40784, time: 0.566, data: 0.017) G_GAN: 3.684 G_L1: 2.843 D_real: 0.073 D_fake: 0.157 +(epoch: 77, iters: 40884, time: 0.306, data: 0.020) G_GAN: 4.028 G_L1: 5.600 D_real: 0.057 D_fake: 0.077 +(epoch: 77, iters: 40984, time: 0.267, data: 0.022) G_GAN: 5.584 G_L1: 5.313 D_real: 0.408 D_fake: 0.034 +(epoch: 77, iters: 41084, time: 0.274, data: 0.017) G_GAN: 6.711 G_L1: 4.321 D_real: 0.139 D_fake: 0.018 +(epoch: 77, iters: 41184, time: 0.397, data: 0.017) G_GAN: 4.665 G_L1: 9.516 D_real: 0.134 D_fake: 0.058 +(epoch: 77, iters: 41284, time: 0.293, data: 0.018) G_GAN: 3.673 G_L1: 3.628 D_real: 0.081 D_fake: 0.085 +(epoch: 77, iters: 41384, time: 0.295, data: 0.016) G_GAN: 3.350 G_L1: 4.022 D_real: 0.016 D_fake: 0.078 +(epoch: 77, iters: 41484, time: 0.285, data: 0.018) G_GAN: 5.163 G_L1: 3.517 D_real: 0.003 D_fake: 0.025 +(epoch: 77, iters: 41584, time: 0.390, data: 0.016) G_GAN: 4.179 G_L1: 4.311 D_real: 0.050 D_fake: 0.230 +(epoch: 77, iters: 41684, time: 0.284, data: 0.020) G_GAN: 5.470 G_L1: 4.008 D_real: 0.006 D_fake: 0.192 +(epoch: 77, iters: 41784, time: 0.303, data: 0.018) G_GAN: 5.809 G_L1: 3.358 D_real: 0.312 D_fake: 0.107 +(epoch: 77, iters: 41884, time: 0.288, data: 0.019) G_GAN: 6.732 G_L1: 4.962 D_real: 0.004 D_fake: 0.004 +(epoch: 77, iters: 41984, time: 0.420, data: 0.015) G_GAN: 3.635 G_L1: 3.994 D_real: 0.032 D_fake: 0.166 +(epoch: 77, iters: 42084, time: 0.301, data: 0.019) G_GAN: 7.545 G_L1: 4.960 D_real: 0.027 D_fake: 0.009 +(epoch: 77, iters: 42184, time: 0.291, data: 0.019) G_GAN: 5.412 G_L1: 3.955 D_real: 0.057 D_fake: 0.039 +(epoch: 77, iters: 42284, time: 0.300, data: 0.021) G_GAN: 3.179 G_L1: 4.554 D_real: 0.596 D_fake: 0.045 +(epoch: 77, iters: 42384, time: 0.398, data: 0.019) G_GAN: 5.027 G_L1: 4.990 D_real: 0.015 D_fake: 0.029 +(epoch: 77, iters: 42484, time: 0.280, data: 0.020) G_GAN: 3.881 G_L1: 3.626 D_real: 0.017 D_fake: 0.471 +(epoch: 77, iters: 42584, time: 0.302, data: 0.017) G_GAN: 3.417 G_L1: 3.370 D_real: 0.007 D_fake: 0.289 +(epoch: 77, iters: 42684, time: 0.291, data: 0.019) G_GAN: 4.467 G_L1: 7.091 D_real: 0.021 D_fake: 0.119 +(epoch: 77, iters: 42784, time: 0.644, data: 0.018) G_GAN: 3.753 G_L1: 4.696 D_real: 0.007 D_fake: 0.100 +(epoch: 77, iters: 42884, time: 0.296, data: 0.018) G_GAN: 4.612 G_L1: 4.331 D_real: 0.066 D_fake: 0.022 +(epoch: 77, iters: 42984, time: 0.301, data: 0.020) G_GAN: 4.175 G_L1: 2.962 D_real: 0.123 D_fake: 0.325 +(epoch: 77, iters: 43084, time: 0.301, data: 0.021) G_GAN: 5.054 G_L1: 3.574 D_real: 0.050 D_fake: 0.111 +(epoch: 77, iters: 43184, time: 0.408, data: 0.020) G_GAN: 4.988 G_L1: 4.941 D_real: 0.045 D_fake: 0.145 +(epoch: 77, iters: 43284, time: 0.297, data: 0.019) G_GAN: 3.499 G_L1: 3.833 D_real: 0.003 D_fake: 0.298 +(epoch: 77, iters: 43384, time: 0.302, data: 0.018) G_GAN: 4.937 G_L1: 4.869 D_real: 0.022 D_fake: 0.134 +(epoch: 77, iters: 43484, time: 0.302, data: 0.019) G_GAN: 4.455 G_L1: 3.005 D_real: 0.204 D_fake: 0.092 +(epoch: 77, iters: 43584, time: 0.389, data: 0.020) G_GAN: 3.716 G_L1: 3.252 D_real: 0.008 D_fake: 0.126 +(epoch: 77, iters: 43684, time: 0.284, data: 0.018) G_GAN: 5.727 G_L1: 3.372 D_real: 0.012 D_fake: 0.090 +(epoch: 77, iters: 43784, time: 0.295, data: 0.022) G_GAN: 4.130 G_L1: 4.125 D_real: 0.000 D_fake: 0.057 +(epoch: 77, iters: 43884, time: 0.300, data: 0.020) G_GAN: 3.184 G_L1: 3.533 D_real: 0.340 D_fake: 0.080 +(epoch: 77, iters: 43984, time: 0.422, data: 0.018) G_GAN: 5.064 G_L1: 3.333 D_real: 0.017 D_fake: 0.112 +(epoch: 77, iters: 44084, time: 0.290, data: 0.018) G_GAN: 5.185 G_L1: 5.793 D_real: 0.077 D_fake: 0.037 +(epoch: 77, iters: 44184, time: 0.306, data: 0.018) G_GAN: 3.356 G_L1: 3.574 D_real: 0.348 D_fake: 0.051 +(epoch: 77, iters: 44284, time: 0.299, data: 0.019) G_GAN: 4.331 G_L1: 7.402 D_real: 0.000 D_fake: 0.211 +(epoch: 77, iters: 44384, time: 0.431, data: 0.020) G_GAN: 7.526 G_L1: 6.480 D_real: 0.014 D_fake: 0.005 +(epoch: 77, iters: 44484, time: 0.301, data: 0.021) G_GAN: 3.750 G_L1: 5.100 D_real: 0.216 D_fake: 0.248 +(epoch: 77, iters: 44584, time: 0.303, data: 0.019) G_GAN: 3.996 G_L1: 4.611 D_real: 0.065 D_fake: 0.113 +(epoch: 77, iters: 44684, time: 0.292, data: 0.019) G_GAN: 5.241 G_L1: 4.080 D_real: 0.013 D_fake: 0.071 +(epoch: 77, iters: 44784, time: 0.633, data: 0.020) G_GAN: 4.225 G_L1: 2.133 D_real: 0.003 D_fake: 0.118 +(epoch: 77, iters: 44884, time: 0.303, data: 0.017) G_GAN: 3.038 G_L1: 3.781 D_real: 0.092 D_fake: 0.191 +(epoch: 77, iters: 44984, time: 0.294, data: 0.018) G_GAN: 3.918 G_L1: 3.587 D_real: 0.075 D_fake: 0.109 +(epoch: 77, iters: 45084, time: 0.285, data: 0.019) G_GAN: 4.345 G_L1: 3.411 D_real: 0.039 D_fake: 0.132 +(epoch: 77, iters: 45184, time: 0.405, data: 0.017) G_GAN: 3.729 G_L1: 3.771 D_real: 0.063 D_fake: 0.395 +(epoch: 77, iters: 45284, time: 0.297, data: 0.018) G_GAN: 5.284 G_L1: 2.547 D_real: 0.023 D_fake: 0.032 +(epoch: 77, iters: 45384, time: 0.299, data: 0.017) G_GAN: 3.015 G_L1: 3.608 D_real: 0.346 D_fake: 0.090 +(epoch: 77, iters: 45484, time: 0.302, data: 0.019) G_GAN: 3.572 G_L1: 3.016 D_real: 0.264 D_fake: 0.048 +(epoch: 77, iters: 45584, time: 0.410, data: 0.020) G_GAN: 5.794 G_L1: 5.362 D_real: 0.002 D_fake: 0.013 +(epoch: 77, iters: 45684, time: 0.304, data: 0.019) G_GAN: 5.164 G_L1: 3.350 D_real: 0.148 D_fake: 0.028 +(epoch: 77, iters: 45784, time: 0.294, data: 0.019) G_GAN: 3.786 G_L1: 4.163 D_real: 0.028 D_fake: 0.306 +(epoch: 77, iters: 45884, time: 0.300, data: 0.019) G_GAN: 2.215 G_L1: 2.876 D_real: 0.311 D_fake: 0.186 +(epoch: 77, iters: 45984, time: 0.414, data: 0.018) G_GAN: 3.419 G_L1: 3.392 D_real: 0.552 D_fake: 0.071 +(epoch: 77, iters: 46084, time: 0.302, data: 0.018) G_GAN: 3.570 G_L1: 3.017 D_real: 0.155 D_fake: 0.121 +(epoch: 77, iters: 46184, time: 0.309, data: 0.019) G_GAN: 3.128 G_L1: 3.831 D_real: 0.318 D_fake: 0.137 +(epoch: 77, iters: 46284, time: 0.303, data: 0.020) G_GAN: 2.813 G_L1: 3.556 D_real: 0.134 D_fake: 0.317 +(epoch: 77, iters: 46384, time: 0.393, data: 0.018) G_GAN: 3.811 G_L1: 4.766 D_real: 0.121 D_fake: 0.068 +(epoch: 77, iters: 46484, time: 0.295, data: 0.017) G_GAN: 4.459 G_L1: 3.203 D_real: 0.689 D_fake: 0.038 +(epoch: 77, iters: 46584, time: 0.299, data: 0.017) G_GAN: 4.168 G_L1: 3.708 D_real: 0.039 D_fake: 0.121 +(epoch: 77, iters: 46684, time: 0.295, data: 0.019) G_GAN: 5.385 G_L1: 5.456 D_real: 0.002 D_fake: 0.016 +(epoch: 77, iters: 46784, time: 0.611, data: 0.019) G_GAN: 4.242 G_L1: 4.010 D_real: 0.092 D_fake: 0.065 +(epoch: 77, iters: 46884, time: 0.291, data: 0.019) G_GAN: 3.531 G_L1: 4.179 D_real: 0.093 D_fake: 0.134 +(epoch: 77, iters: 46984, time: 0.298, data: 0.017) G_GAN: 3.532 G_L1: 4.476 D_real: 0.377 D_fake: 0.093 +(epoch: 77, iters: 47084, time: 0.299, data: 0.018) G_GAN: 4.417 G_L1: 3.103 D_real: 0.052 D_fake: 0.038 +(epoch: 77, iters: 47184, time: 0.399, data: 0.018) G_GAN: 2.935 G_L1: 4.440 D_real: 0.461 D_fake: 0.170 +(epoch: 77, iters: 47284, time: 0.296, data: 0.018) G_GAN: 3.697 G_L1: 4.732 D_real: 0.066 D_fake: 0.203 +(epoch: 77, iters: 47384, time: 0.300, data: 0.020) G_GAN: 4.499 G_L1: 2.339 D_real: 0.153 D_fake: 0.114 +(epoch: 77, iters: 47484, time: 0.286, data: 0.021) G_GAN: 4.213 G_L1: 3.334 D_real: 0.043 D_fake: 0.047 +(epoch: 77, iters: 47584, time: 0.389, data: 0.018) G_GAN: 3.864 G_L1: 3.964 D_real: 0.098 D_fake: 0.116 +(epoch: 77, iters: 47684, time: 0.285, data: 0.019) G_GAN: 3.292 G_L1: 3.681 D_real: 0.866 D_fake: 0.023 +(epoch: 77, iters: 47784, time: 0.303, data: 0.025) G_GAN: 3.185 G_L1: 3.893 D_real: 0.485 D_fake: 0.230 +(epoch: 77, iters: 47884, time: 0.293, data: 0.021) G_GAN: 3.781 G_L1: 3.758 D_real: 0.028 D_fake: 0.096 +(epoch: 77, iters: 47984, time: 0.386, data: 0.017) G_GAN: 3.616 G_L1: 3.898 D_real: 0.029 D_fake: 0.331 +(epoch: 77, iters: 48084, time: 0.303, data: 0.019) G_GAN: 4.266 G_L1: 3.890 D_real: 0.081 D_fake: 0.055 +(epoch: 77, iters: 48184, time: 0.291, data: 0.019) G_GAN: 5.666 G_L1: 3.686 D_real: 0.032 D_fake: 0.019 +(epoch: 77, iters: 48284, time: 0.301, data: 0.018) G_GAN: 2.883 G_L1: 2.949 D_real: 0.218 D_fake: 0.491 +(epoch: 77, iters: 48384, time: 0.412, data: 0.019) G_GAN: 5.617 G_L1: 3.416 D_real: 0.167 D_fake: 0.024 +(epoch: 77, iters: 48484, time: 0.284, data: 0.020) G_GAN: 5.996 G_L1: 3.218 D_real: 0.253 D_fake: 0.010 +(epoch: 77, iters: 48584, time: 0.302, data: 0.020) G_GAN: 4.210 G_L1: 4.167 D_real: 0.018 D_fake: 0.086 +(epoch: 77, iters: 48684, time: 0.300, data: 0.019) G_GAN: 4.444 G_L1: 5.059 D_real: 0.057 D_fake: 0.039 +(epoch: 77, iters: 48784, time: 0.625, data: 0.019) G_GAN: 5.456 G_L1: 4.416 D_real: 0.006 D_fake: 0.046 +(epoch: 77, iters: 48884, time: 0.287, data: 0.021) G_GAN: 4.123 G_L1: 3.091 D_real: 0.057 D_fake: 0.100 +(epoch: 77, iters: 48984, time: 0.303, data: 0.020) G_GAN: 5.900 G_L1: 4.205 D_real: 0.028 D_fake: 0.022 +(epoch: 77, iters: 49084, time: 0.303, data: 0.018) G_GAN: 4.333 G_L1: 4.020 D_real: 0.010 D_fake: 0.136 +(epoch: 77, iters: 49184, time: 0.382, data: 0.020) G_GAN: 5.904 G_L1: 2.927 D_real: 0.007 D_fake: 0.010 +(epoch: 77, iters: 49284, time: 0.297, data: 0.024) G_GAN: 4.532 G_L1: 4.656 D_real: 0.086 D_fake: 0.352 +(epoch: 77, iters: 49384, time: 0.293, data: 0.018) G_GAN: 3.932 G_L1: 4.070 D_real: 0.116 D_fake: 0.180 +(epoch: 77, iters: 49484, time: 0.303, data: 0.020) G_GAN: 3.852 G_L1: 3.708 D_real: 0.060 D_fake: 0.161 +(epoch: 77, iters: 49584, time: 0.413, data: 0.026) G_GAN: 4.856 G_L1: 3.900 D_real: 0.121 D_fake: 0.037 +(epoch: 77, iters: 49684, time: 0.303, data: 0.020) G_GAN: 4.124 G_L1: 3.807 D_real: 0.239 D_fake: 0.119 +(epoch: 77, iters: 49784, time: 0.306, data: 0.020) G_GAN: 5.904 G_L1: 3.741 D_real: 0.076 D_fake: 0.088 +(epoch: 77, iters: 49884, time: 0.293, data: 0.021) G_GAN: 3.487 G_L1: 2.871 D_real: 0.026 D_fake: 0.126 +(epoch: 77, iters: 49984, time: 0.415, data: 0.019) G_GAN: 3.253 G_L1: 3.882 D_real: 0.005 D_fake: 0.356 +(epoch: 77, iters: 50084, time: 0.302, data: 0.021) G_GAN: 3.430 G_L1: 3.614 D_real: 0.071 D_fake: 0.090 +(epoch: 77, iters: 50184, time: 0.300, data: 0.020) G_GAN: 4.381 G_L1: 2.941 D_real: 0.046 D_fake: 0.051 +(epoch: 77, iters: 50284, time: 0.304, data: 0.020) G_GAN: 5.699 G_L1: 4.108 D_real: 0.009 D_fake: 0.019 +(epoch: 77, iters: 50384, time: 0.430, data: 0.024) G_GAN: 4.482 G_L1: 3.150 D_real: 0.122 D_fake: 0.029 +(epoch: 77, iters: 50484, time: 0.308, data: 0.019) G_GAN: 3.548 G_L1: 4.052 D_real: 0.040 D_fake: 0.121 +(epoch: 77, iters: 50584, time: 0.291, data: 0.021) G_GAN: 3.897 G_L1: 3.103 D_real: 1.820 D_fake: 0.023 +(epoch: 77, iters: 50684, time: 0.304, data: 0.019) G_GAN: 4.862 G_L1: 4.635 D_real: 0.097 D_fake: 0.026 +(epoch: 77, iters: 50784, time: 0.600, data: 0.021) G_GAN: 2.854 G_L1: 2.300 D_real: 0.243 D_fake: 0.099 +(epoch: 77, iters: 50884, time: 0.305, data: 0.022) G_GAN: 4.301 G_L1: 4.533 D_real: 0.184 D_fake: 0.060 +(epoch: 77, iters: 50984, time: 0.302, data: 0.019) G_GAN: 4.514 G_L1: 3.567 D_real: 0.028 D_fake: 0.235 +(epoch: 77, iters: 51084, time: 0.294, data: 0.020) G_GAN: 5.544 G_L1: 3.781 D_real: 0.040 D_fake: 0.028 +(epoch: 77, iters: 51184, time: 0.414, data: 0.021) G_GAN: 3.848 G_L1: 3.408 D_real: 0.332 D_fake: 0.040 +(epoch: 77, iters: 51284, time: 0.308, data: 0.019) G_GAN: 6.221 G_L1: 4.823 D_real: 0.045 D_fake: 0.035 +(epoch: 77, iters: 51384, time: 0.300, data: 0.021) G_GAN: 5.422 G_L1: 3.367 D_real: 0.127 D_fake: 0.012 +(epoch: 77, iters: 51484, time: 0.305, data: 0.020) G_GAN: 4.712 G_L1: 3.877 D_real: 0.077 D_fake: 0.135 +(epoch: 77, iters: 51584, time: 0.385, data: 0.020) G_GAN: 4.206 G_L1: 3.962 D_real: 0.124 D_fake: 0.059 +(epoch: 77, iters: 51684, time: 0.281, data: 0.017) G_GAN: 3.291 G_L1: 3.737 D_real: 0.003 D_fake: 0.273 +(epoch: 77, iters: 51784, time: 0.304, data: 0.018) G_GAN: 3.739 G_L1: 4.230 D_real: 0.003 D_fake: 0.197 +(epoch: 77, iters: 51884, time: 0.294, data: 0.022) G_GAN: 3.267 G_L1: 4.471 D_real: 0.071 D_fake: 0.065 +(epoch: 77, iters: 51984, time: 0.414, data: 0.019) G_GAN: 3.803 G_L1: 4.097 D_real: 0.006 D_fake: 0.086 +(epoch: 77, iters: 52084, time: 0.288, data: 0.018) G_GAN: 5.223 G_L1: 3.120 D_real: 0.301 D_fake: 0.014 +(epoch: 77, iters: 52184, time: 0.301, data: 0.019) G_GAN: 3.601 G_L1: 3.809 D_real: 0.014 D_fake: 0.089 +(epoch: 77, iters: 52284, time: 0.303, data: 0.019) G_GAN: 5.034 G_L1: 4.749 D_real: 0.014 D_fake: 0.022 +(epoch: 77, iters: 52384, time: 0.412, data: 0.019) G_GAN: 4.369 G_L1: 2.888 D_real: 0.026 D_fake: 0.054 +(epoch: 77, iters: 52484, time: 0.290, data: 0.021) G_GAN: 5.783 G_L1: 3.567 D_real: 0.008 D_fake: 0.045 +(epoch: 77, iters: 52584, time: 0.284, data: 0.018) G_GAN: 4.632 G_L1: 4.297 D_real: 0.111 D_fake: 0.057 +(epoch: 77, iters: 52684, time: 0.299, data: 0.017) G_GAN: 5.120 G_L1: 3.680 D_real: 0.113 D_fake: 0.021 +(epoch: 77, iters: 52784, time: 0.617, data: 0.022) G_GAN: 5.101 G_L1: 5.294 D_real: 0.016 D_fake: 0.038 +(epoch: 77, iters: 52884, time: 0.295, data: 0.020) G_GAN: 3.746 G_L1: 4.402 D_real: 0.007 D_fake: 0.154 +(epoch: 77, iters: 52984, time: 0.305, data: 0.020) G_GAN: 4.180 G_L1: 4.427 D_real: 0.052 D_fake: 0.110 +(epoch: 77, iters: 53084, time: 0.300, data: 0.023) G_GAN: 4.590 G_L1: 5.790 D_real: 0.111 D_fake: 0.066 +(epoch: 77, iters: 53184, time: 0.430, data: 0.020) G_GAN: 5.091 G_L1: 5.368 D_real: 0.004 D_fake: 0.113 +(epoch: 77, iters: 53284, time: 0.302, data: 0.021) G_GAN: 4.073 G_L1: 6.231 D_real: 0.141 D_fake: 0.197 +(epoch: 77, iters: 53384, time: 0.303, data: 0.022) G_GAN: 3.524 G_L1: 3.703 D_real: 0.192 D_fake: 0.254 +(epoch: 77, iters: 53484, time: 0.299, data: 0.020) G_GAN: 3.683 G_L1: 4.813 D_real: 0.028 D_fake: 0.088 +(epoch: 77, iters: 53584, time: 0.423, data: 0.020) G_GAN: 5.591 G_L1: 6.956 D_real: 0.005 D_fake: 0.022 +(epoch: 77, iters: 53684, time: 0.306, data: 0.018) G_GAN: 3.078 G_L1: 3.039 D_real: 0.194 D_fake: 0.107 +(epoch: 77, iters: 53784, time: 0.306, data: 0.019) G_GAN: 4.314 G_L1: 2.251 D_real: 0.001 D_fake: 0.328 +(epoch: 77, iters: 53884, time: 0.305, data: 0.020) G_GAN: 4.990 G_L1: 2.698 D_real: 0.075 D_fake: 0.087 +(epoch: 77, iters: 53984, time: 0.418, data: 0.022) G_GAN: 3.442 G_L1: 3.847 D_real: 0.054 D_fake: 0.165 +(epoch: 77, iters: 54084, time: 0.299, data: 0.021) G_GAN: 3.168 G_L1: 3.183 D_real: 0.024 D_fake: 0.348 +(epoch: 77, iters: 54184, time: 0.302, data: 0.020) G_GAN: 4.391 G_L1: 4.103 D_real: 0.003 D_fake: 0.134 +(epoch: 77, iters: 54284, time: 0.302, data: 0.018) G_GAN: 4.221 G_L1: 2.716 D_real: 0.151 D_fake: 0.059 +(epoch: 77, iters: 54384, time: 0.390, data: 0.020) G_GAN: 4.822 G_L1: 2.533 D_real: 0.027 D_fake: 0.049 +(epoch: 77, iters: 54484, time: 0.303, data: 0.020) G_GAN: 6.232 G_L1: 9.102 D_real: 0.075 D_fake: 0.012 +(epoch: 77, iters: 54584, time: 0.296, data: 0.020) G_GAN: 2.869 G_L1: 4.928 D_real: 0.202 D_fake: 0.236 +(epoch: 77, iters: 54684, time: 0.300, data: 0.020) G_GAN: 4.420 G_L1: 3.434 D_real: 0.640 D_fake: 0.014 +(epoch: 77, iters: 54784, time: 0.613, data: 0.020) G_GAN: 3.911 G_L1: 3.320 D_real: 0.054 D_fake: 0.121 +(epoch: 77, iters: 54884, time: 0.296, data: 0.017) G_GAN: 2.636 G_L1: 2.943 D_real: 0.454 D_fake: 0.096 +(epoch: 77, iters: 54984, time: 0.305, data: 0.019) G_GAN: 5.032 G_L1: 4.256 D_real: 0.011 D_fake: 0.036 +(epoch: 77, iters: 55084, time: 0.300, data: 0.019) G_GAN: 4.024 G_L1: 4.239 D_real: 0.042 D_fake: 0.119 +(epoch: 77, iters: 55184, time: 0.418, data: 0.019) G_GAN: 4.341 G_L1: 4.507 D_real: 0.312 D_fake: 0.072 +(epoch: 77, iters: 55284, time: 0.293, data: 0.020) G_GAN: 3.992 G_L1: 10.437 D_real: 0.180 D_fake: 0.053 +(epoch: 77, iters: 55384, time: 0.309, data: 0.019) G_GAN: 4.505 G_L1: 4.468 D_real: 0.026 D_fake: 0.064 +(epoch: 77, iters: 55484, time: 0.291, data: 0.019) G_GAN: 4.600 G_L1: 7.209 D_real: 0.062 D_fake: 1.160 +(epoch: 77, iters: 55584, time: 0.393, data: 0.018) G_GAN: 4.817 G_L1: 2.276 D_real: 0.041 D_fake: 0.133 +(epoch: 77, iters: 55684, time: 0.299, data: 0.018) G_GAN: 3.542 G_L1: 2.971 D_real: 0.449 D_fake: 0.079 +(epoch: 77, iters: 55784, time: 0.301, data: 0.019) G_GAN: 4.372 G_L1: 3.012 D_real: 0.236 D_fake: 0.038 +(epoch: 77, iters: 55884, time: 0.298, data: 0.020) G_GAN: 5.016 G_L1: 2.568 D_real: 0.275 D_fake: 0.047 +(epoch: 77, iters: 55984, time: 0.415, data: 0.019) G_GAN: 3.476 G_L1: 4.109 D_real: 0.159 D_fake: 0.070 +(epoch: 77, iters: 56084, time: 0.307, data: 0.023) G_GAN: 3.906 G_L1: 3.720 D_real: 0.028 D_fake: 0.213 +(epoch: 77, iters: 56184, time: 0.295, data: 0.020) G_GAN: 5.331 G_L1: 4.103 D_real: 0.173 D_fake: 0.025 +(epoch: 77, iters: 56284, time: 0.301, data: 0.019) G_GAN: 3.778 G_L1: 2.819 D_real: 0.470 D_fake: 0.082 +(epoch: 77, iters: 56384, time: 0.391, data: 0.017) G_GAN: 3.510 G_L1: 3.111 D_real: 1.105 D_fake: 0.106 +(epoch: 77, iters: 56484, time: 0.303, data: 0.018) G_GAN: 5.066 G_L1: 3.691 D_real: 0.214 D_fake: 0.063 +(epoch: 77, iters: 56584, time: 0.306, data: 0.020) G_GAN: 3.813 G_L1: 3.971 D_real: 0.298 D_fake: 0.059 +(epoch: 77, iters: 56684, time: 0.298, data: 0.018) G_GAN: 4.481 G_L1: 2.644 D_real: 0.091 D_fake: 0.045 +(epoch: 77, iters: 56784, time: 0.555, data: 0.020) G_GAN: 4.478 G_L1: 4.401 D_real: 0.171 D_fake: 0.028 +(epoch: 77, iters: 56884, time: 0.300, data: 0.019) G_GAN: 3.577 G_L1: 5.533 D_real: 0.106 D_fake: 0.145 +(epoch: 77, iters: 56984, time: 0.302, data: 0.019) G_GAN: 4.921 G_L1: 2.947 D_real: 0.006 D_fake: 0.034 +(epoch: 77, iters: 57084, time: 0.302, data: 0.019) G_GAN: 4.601 G_L1: 4.217 D_real: 0.018 D_fake: 0.103 +(epoch: 77, iters: 57184, time: 0.416, data: 0.020) G_GAN: 3.678 G_L1: 3.843 D_real: 0.193 D_fake: 0.276 +(epoch: 77, iters: 57284, time: 0.305, data: 0.020) G_GAN: 6.214 G_L1: 3.048 D_real: 0.082 D_fake: 0.006 +(epoch: 77, iters: 57384, time: 0.303, data: 0.018) G_GAN: 6.559 G_L1: 3.385 D_real: 0.014 D_fake: 0.007 +(epoch: 77, iters: 57484, time: 0.298, data: 0.019) G_GAN: 5.372 G_L1: 3.724 D_real: 0.155 D_fake: 0.052 +(epoch: 77, iters: 57584, time: 0.397, data: 0.019) G_GAN: 4.764 G_L1: 3.567 D_real: 0.166 D_fake: 0.097 +(epoch: 77, iters: 57684, time: 0.305, data: 0.017) G_GAN: 3.969 G_L1: 4.051 D_real: 0.070 D_fake: 0.062 +(epoch: 77, iters: 57784, time: 0.295, data: 0.020) G_GAN: 4.205 G_L1: 7.809 D_real: 0.223 D_fake: 0.027 +(epoch: 77, iters: 57884, time: 0.299, data: 0.018) G_GAN: 4.608 G_L1: 5.613 D_real: 0.011 D_fake: 0.142 +(epoch: 77, iters: 57984, time: 0.413, data: 0.019) G_GAN: 3.774 G_L1: 3.658 D_real: 0.213 D_fake: 0.100 +(epoch: 77, iters: 58084, time: 0.296, data: 0.018) G_GAN: 3.986 G_L1: 3.840 D_real: 0.057 D_fake: 0.083 +(epoch: 77, iters: 58184, time: 0.306, data: 0.018) G_GAN: 4.121 G_L1: 4.304 D_real: 0.083 D_fake: 0.168 +(epoch: 77, iters: 58284, time: 0.293, data: 0.022) G_GAN: 3.930 G_L1: 4.219 D_real: 0.000 D_fake: 0.056 +(epoch: 77, iters: 58384, time: 0.414, data: 0.018) G_GAN: 4.836 G_L1: 2.853 D_real: 0.049 D_fake: 0.051 +(epoch: 77, iters: 58484, time: 0.290, data: 0.018) G_GAN: 4.319 G_L1: 3.237 D_real: 0.004 D_fake: 0.099 +(epoch: 77, iters: 58584, time: 0.300, data: 0.018) G_GAN: 3.867 G_L1: 4.020 D_real: 0.218 D_fake: 0.053 +(epoch: 77, iters: 58684, time: 0.301, data: 0.023) G_GAN: 3.265 G_L1: 4.633 D_real: 0.000 D_fake: 0.120 +(epoch: 77, iters: 58784, time: 0.579, data: 0.021) G_GAN: 4.299 G_L1: 5.535 D_real: 0.004 D_fake: 0.164 +(epoch: 77, iters: 58884, time: 0.304, data: 0.021) G_GAN: 6.323 G_L1: 3.864 D_real: 0.369 D_fake: 0.013 +(epoch: 77, iters: 58984, time: 0.295, data: 0.023) G_GAN: 3.324 G_L1: 3.002 D_real: 0.058 D_fake: 0.128 +(epoch: 77, iters: 59084, time: 0.293, data: 0.018) G_GAN: 3.818 G_L1: 3.769 D_real: 0.007 D_fake: 0.113 +(epoch: 77, iters: 59184, time: 0.424, data: 0.020) G_GAN: 4.889 G_L1: 4.531 D_real: 0.082 D_fake: 0.033 +(epoch: 77, iters: 59284, time: 0.301, data: 0.019) G_GAN: 3.271 G_L1: 4.377 D_real: 0.278 D_fake: 0.092 +(epoch: 77, iters: 59384, time: 0.299, data: 0.019) G_GAN: 4.129 G_L1: 3.609 D_real: 0.055 D_fake: 0.419 +(epoch: 77, iters: 59484, time: 0.304, data: 0.020) G_GAN: 4.062 G_L1: 5.805 D_real: 0.174 D_fake: 0.137 +(epoch: 77, iters: 59584, time: 0.407, data: 0.022) G_GAN: 3.119 G_L1: 3.565 D_real: 0.063 D_fake: 0.121 +(epoch: 77, iters: 59684, time: 0.299, data: 0.017) G_GAN: 5.036 G_L1: 3.776 D_real: 0.110 D_fake: 0.057 +(epoch: 77, iters: 59784, time: 0.296, data: 0.020) G_GAN: 5.167 G_L1: 3.549 D_real: 0.005 D_fake: 0.049 +(epoch: 77, iters: 59884, time: 0.293, data: 0.019) G_GAN: 4.975 G_L1: 2.693 D_real: 0.112 D_fake: 0.020 +(epoch: 77, iters: 59984, time: 0.416, data: 0.020) G_GAN: 5.480 G_L1: 3.820 D_real: 0.178 D_fake: 0.155 +(epoch: 78, iters: 68, time: 0.303, data: 0.019) G_GAN: 4.892 G_L1: 5.325 D_real: 0.086 D_fake: 0.044 +(epoch: 78, iters: 168, time: 0.303, data: 0.020) G_GAN: 3.957 G_L1: 2.741 D_real: 0.062 D_fake: 0.060 +(epoch: 78, iters: 268, time: 0.305, data: 0.020) G_GAN: 5.383 G_L1: 5.392 D_real: 0.388 D_fake: 0.174 +(epoch: 78, iters: 368, time: 0.616, data: 0.020) G_GAN: 5.223 G_L1: 4.405 D_real: 0.043 D_fake: 0.029 +(epoch: 78, iters: 468, time: 0.295, data: 0.019) G_GAN: 6.268 G_L1: 6.158 D_real: 0.072 D_fake: 0.033 +(epoch: 78, iters: 568, time: 0.290, data: 0.019) G_GAN: 4.782 G_L1: 4.297 D_real: 0.010 D_fake: 0.022 +(epoch: 78, iters: 668, time: 0.298, data: 0.017) G_GAN: 4.518 G_L1: 3.982 D_real: 0.004 D_fake: 0.051 +(epoch: 78, iters: 768, time: 0.557, data: 0.020) G_GAN: 5.567 G_L1: 4.080 D_real: 0.014 D_fake: 0.027 +(epoch: 78, iters: 868, time: 0.302, data: 0.015) G_GAN: 5.612 G_L1: 4.506 D_real: 0.023 D_fake: 0.021 +(epoch: 78, iters: 968, time: 0.299, data: 0.020) G_GAN: 4.893 G_L1: 4.007 D_real: 0.211 D_fake: 0.021 +(epoch: 78, iters: 1068, time: 0.301, data: 0.019) G_GAN: 3.384 G_L1: 3.185 D_real: 0.247 D_fake: 0.145 +(epoch: 78, iters: 1168, time: 0.420, data: 0.020) G_GAN: 4.009 G_L1: 3.957 D_real: 0.050 D_fake: 0.119 +(epoch: 78, iters: 1268, time: 0.288, data: 0.020) G_GAN: 3.432 G_L1: 3.626 D_real: 0.172 D_fake: 0.070 +(epoch: 78, iters: 1368, time: 0.304, data: 0.019) G_GAN: 6.790 G_L1: 3.633 D_real: 0.031 D_fake: 0.012 +(epoch: 78, iters: 1468, time: 0.296, data: 0.020) G_GAN: 4.630 G_L1: 3.598 D_real: 0.060 D_fake: 0.100 +(epoch: 78, iters: 1568, time: 0.412, data: 0.020) G_GAN: 3.959 G_L1: 4.953 D_real: 0.104 D_fake: 0.086 +(epoch: 78, iters: 1668, time: 0.293, data: 0.020) G_GAN: 3.593 G_L1: 3.587 D_real: 0.167 D_fake: 0.054 +(epoch: 78, iters: 1768, time: 0.299, data: 0.018) G_GAN: 4.424 G_L1: 3.523 D_real: 0.000 D_fake: 0.219 +(epoch: 78, iters: 1868, time: 0.297, data: 0.021) G_GAN: 2.596 G_L1: 3.647 D_real: 0.342 D_fake: 0.250 +(epoch: 78, iters: 1968, time: 0.388, data: 0.018) G_GAN: 3.741 G_L1: 3.777 D_real: 0.591 D_fake: 0.074 +(epoch: 78, iters: 2068, time: 0.303, data: 0.019) G_GAN: 5.305 G_L1: 8.080 D_real: 0.031 D_fake: 0.135 +(epoch: 78, iters: 2168, time: 0.300, data: 0.020) G_GAN: 4.957 G_L1: 4.805 D_real: 0.020 D_fake: 0.132 +(epoch: 78, iters: 2268, time: 0.300, data: 0.020) G_GAN: 4.932 G_L1: 3.063 D_real: 0.108 D_fake: 0.047 +(epoch: 78, iters: 2368, time: 0.417, data: 0.021) G_GAN: 3.789 G_L1: 4.587 D_real: 0.001 D_fake: 0.229 +(epoch: 78, iters: 2468, time: 0.300, data: 0.020) G_GAN: 4.767 G_L1: 3.870 D_real: 0.513 D_fake: 0.046 +(epoch: 78, iters: 2568, time: 0.296, data: 0.021) G_GAN: 3.341 G_L1: 2.613 D_real: 0.218 D_fake: 0.339 +(epoch: 78, iters: 2668, time: 0.303, data: 0.019) G_GAN: 5.753 G_L1: 3.434 D_real: 0.014 D_fake: 0.022 +(epoch: 78, iters: 2768, time: 0.563, data: 0.021) G_GAN: 3.647 G_L1: 3.149 D_real: 0.246 D_fake: 0.076 +(epoch: 78, iters: 2868, time: 0.294, data: 0.022) G_GAN: 4.990 G_L1: 3.709 D_real: 0.023 D_fake: 0.064 +(epoch: 78, iters: 2968, time: 0.305, data: 0.019) G_GAN: 3.713 G_L1: 3.380 D_real: 0.007 D_fake: 0.125 +(epoch: 78, iters: 3068, time: 0.301, data: 0.021) G_GAN: 4.116 G_L1: 6.551 D_real: 0.001 D_fake: 0.171 +(epoch: 78, iters: 3168, time: 0.413, data: 0.019) G_GAN: 2.234 G_L1: 2.762 D_real: 0.745 D_fake: 0.195 +(epoch: 78, iters: 3268, time: 0.301, data: 0.022) G_GAN: 4.833 G_L1: 3.005 D_real: 0.015 D_fake: 0.054 +(epoch: 78, iters: 3368, time: 0.297, data: 0.019) G_GAN: 6.047 G_L1: 6.487 D_real: 0.001 D_fake: 0.256 +(epoch: 78, iters: 3468, time: 0.289, data: 0.018) G_GAN: 7.114 G_L1: 7.403 D_real: 0.009 D_fake: 0.008 +(epoch: 78, iters: 3568, time: 0.402, data: 0.019) G_GAN: 3.972 G_L1: 3.569 D_real: 0.162 D_fake: 0.059 +(epoch: 78, iters: 3668, time: 0.303, data: 0.018) G_GAN: 5.155 G_L1: 4.922 D_real: 0.001 D_fake: 0.027 +(epoch: 78, iters: 3768, time: 0.302, data: 0.020) G_GAN: 3.517 G_L1: 3.424 D_real: 0.085 D_fake: 0.108 +(epoch: 78, iters: 3868, time: 0.308, data: 0.018) G_GAN: 6.018 G_L1: 7.278 D_real: 0.001 D_fake: 0.010 +(epoch: 78, iters: 3968, time: 0.418, data: 0.019) G_GAN: 5.740 G_L1: 5.140 D_real: 0.163 D_fake: 0.023 +(epoch: 78, iters: 4068, time: 0.302, data: 0.019) G_GAN: 5.615 G_L1: 3.924 D_real: 0.040 D_fake: 0.047 +(epoch: 78, iters: 4168, time: 0.300, data: 0.019) G_GAN: 4.918 G_L1: 4.081 D_real: 0.043 D_fake: 0.065 +(epoch: 78, iters: 4268, time: 0.299, data: 0.019) G_GAN: 3.866 G_L1: 3.480 D_real: 0.285 D_fake: 0.050 +(epoch: 78, iters: 4368, time: 0.414, data: 0.020) G_GAN: 5.549 G_L1: 5.092 D_real: 0.003 D_fake: 0.170 +(epoch: 78, iters: 4468, time: 0.296, data: 0.019) G_GAN: 3.947 G_L1: 4.073 D_real: 0.054 D_fake: 0.093 +(epoch: 78, iters: 4568, time: 0.303, data: 0.018) G_GAN: 5.927 G_L1: 4.298 D_real: 0.134 D_fake: 0.016 +(epoch: 78, iters: 4668, time: 0.300, data: 0.018) G_GAN: 3.932 G_L1: 4.097 D_real: 0.259 D_fake: 0.217 +(epoch: 78, iters: 4768, time: 0.634, data: 0.019) G_GAN: 5.055 G_L1: 4.029 D_real: 0.171 D_fake: 0.032 +(epoch: 78, iters: 4868, time: 0.300, data: 0.018) G_GAN: 5.380 G_L1: 3.874 D_real: 0.008 D_fake: 0.024 +(epoch: 78, iters: 4968, time: 0.283, data: 0.019) G_GAN: 5.600 G_L1: 9.308 D_real: 0.843 D_fake: 0.020 +(epoch: 78, iters: 5068, time: 0.303, data: 0.017) G_GAN: 5.184 G_L1: 5.126 D_real: 0.026 D_fake: 0.192 +(epoch: 78, iters: 5168, time: 0.404, data: 0.018) G_GAN: 4.029 G_L1: 2.972 D_real: 0.087 D_fake: 0.061 +(epoch: 78, iters: 5268, time: 0.294, data: 0.020) G_GAN: 5.601 G_L1: 4.222 D_real: 0.161 D_fake: 0.023 +(epoch: 78, iters: 5368, time: 0.294, data: 0.019) G_GAN: 5.586 G_L1: 4.597 D_real: 0.053 D_fake: 0.079 +(epoch: 78, iters: 5468, time: 0.301, data: 0.017) G_GAN: 6.045 G_L1: 4.060 D_real: 0.001 D_fake: 0.018 +(epoch: 78, iters: 5568, time: 0.424, data: 0.019) G_GAN: 4.730 G_L1: 4.286 D_real: 0.075 D_fake: 0.130 +(epoch: 78, iters: 5668, time: 0.298, data: 0.018) G_GAN: 3.740 G_L1: 2.748 D_real: 0.011 D_fake: 0.126 +(epoch: 78, iters: 5768, time: 0.294, data: 0.019) G_GAN: 4.418 G_L1: 4.172 D_real: 0.004 D_fake: 0.073 +(epoch: 78, iters: 5868, time: 0.297, data: 0.019) G_GAN: 4.978 G_L1: 9.820 D_real: 0.011 D_fake: 0.089 +(epoch: 78, iters: 5968, time: 0.410, data: 0.018) G_GAN: 4.110 G_L1: 6.904 D_real: 0.085 D_fake: 0.080 +(epoch: 78, iters: 6068, time: 0.302, data: 0.019) G_GAN: 3.643 G_L1: 4.926 D_real: 0.004 D_fake: 0.249 +(epoch: 78, iters: 6168, time: 0.293, data: 0.018) G_GAN: 4.070 G_L1: 4.699 D_real: 0.031 D_fake: 0.272 +(epoch: 78, iters: 6268, time: 0.292, data: 0.020) G_GAN: 5.329 G_L1: 3.612 D_real: 0.047 D_fake: 0.014 +(epoch: 78, iters: 6368, time: 0.421, data: 0.018) G_GAN: 6.387 G_L1: 4.616 D_real: 0.009 D_fake: 0.103 +(epoch: 78, iters: 6468, time: 0.292, data: 0.018) G_GAN: 4.009 G_L1: 2.115 D_real: 0.423 D_fake: 0.084 +(epoch: 78, iters: 6568, time: 0.291, data: 0.017) G_GAN: 4.677 G_L1: 2.612 D_real: 0.015 D_fake: 0.037 +(epoch: 78, iters: 6668, time: 0.302, data: 0.018) G_GAN: 4.545 G_L1: 3.925 D_real: 0.044 D_fake: 0.035 +(epoch: 78, iters: 6768, time: 0.598, data: 0.019) G_GAN: 3.842 G_L1: 4.523 D_real: 0.092 D_fake: 0.075 +(epoch: 78, iters: 6868, time: 0.298, data: 0.018) G_GAN: 3.674 G_L1: 3.121 D_real: 0.080 D_fake: 0.077 +(epoch: 78, iters: 6968, time: 0.302, data: 0.018) G_GAN: 4.961 G_L1: 4.020 D_real: 0.043 D_fake: 0.037 +(epoch: 78, iters: 7068, time: 0.294, data: 0.020) G_GAN: 3.614 G_L1: 4.161 D_real: 0.000 D_fake: 0.102 +(epoch: 78, iters: 7168, time: 0.413, data: 0.018) G_GAN: 5.559 G_L1: 3.455 D_real: 0.228 D_fake: 0.026 +(epoch: 78, iters: 7268, time: 0.295, data: 0.017) G_GAN: 8.955 G_L1: 4.574 D_real: 0.026 D_fake: 0.050 +(epoch: 78, iters: 7368, time: 0.286, data: 0.018) G_GAN: 4.915 G_L1: 4.836 D_real: 0.038 D_fake: 0.076 +(epoch: 78, iters: 7468, time: 0.294, data: 0.019) G_GAN: 4.264 G_L1: 4.063 D_real: 0.515 D_fake: 0.043 +(epoch: 78, iters: 7568, time: 0.389, data: 0.018) G_GAN: 4.006 G_L1: 3.453 D_real: 0.077 D_fake: 0.062 +(epoch: 78, iters: 7668, time: 0.304, data: 0.020) G_GAN: 4.381 G_L1: 4.735 D_real: 0.100 D_fake: 0.062 +(epoch: 78, iters: 7768, time: 0.291, data: 0.021) G_GAN: 4.112 G_L1: 2.387 D_real: 0.076 D_fake: 0.060 +(epoch: 78, iters: 7868, time: 0.301, data: 0.020) G_GAN: 4.160 G_L1: 3.981 D_real: 0.184 D_fake: 0.039 +(epoch: 78, iters: 7968, time: 0.416, data: 0.020) G_GAN: 5.431 G_L1: 4.933 D_real: 0.014 D_fake: 0.079 +(epoch: 78, iters: 8068, time: 0.305, data: 0.019) G_GAN: 4.634 G_L1: 4.873 D_real: 0.163 D_fake: 0.033 +(epoch: 78, iters: 8168, time: 0.300, data: 0.019) G_GAN: 4.838 G_L1: 2.567 D_real: 0.205 D_fake: 0.084 +(epoch: 78, iters: 8268, time: 0.301, data: 0.019) G_GAN: 4.300 G_L1: 3.531 D_real: 0.075 D_fake: 0.064 +(epoch: 78, iters: 8368, time: 0.415, data: 0.019) G_GAN: 4.936 G_L1: 3.320 D_real: 0.042 D_fake: 0.026 +(epoch: 78, iters: 8468, time: 0.306, data: 0.019) G_GAN: 5.763 G_L1: 4.879 D_real: 0.005 D_fake: 0.068 +(epoch: 78, iters: 8568, time: 0.297, data: 0.021) G_GAN: 4.839 G_L1: 3.937 D_real: 0.000 D_fake: 0.081 +(epoch: 78, iters: 8668, time: 0.298, data: 0.019) G_GAN: 5.052 G_L1: 4.038 D_real: 0.014 D_fake: 0.044 +(epoch: 78, iters: 8768, time: 0.611, data: 0.020) G_GAN: 4.326 G_L1: 3.506 D_real: 0.145 D_fake: 0.029 +(epoch: 78, iters: 8868, time: 0.306, data: 0.020) G_GAN: 4.945 G_L1: 4.301 D_real: 0.003 D_fake: 0.028 +(epoch: 78, iters: 8968, time: 0.295, data: 0.020) G_GAN: 4.475 G_L1: 4.019 D_real: 0.010 D_fake: 0.243 +(epoch: 78, iters: 9068, time: 0.299, data: 0.020) G_GAN: 5.917 G_L1: 3.446 D_real: 0.118 D_fake: 0.040 +(epoch: 78, iters: 9168, time: 0.403, data: 0.020) G_GAN: 3.614 G_L1: 2.323 D_real: 0.088 D_fake: 0.091 +(epoch: 78, iters: 9268, time: 0.300, data: 0.020) G_GAN: 5.012 G_L1: 4.287 D_real: 0.145 D_fake: 0.032 +(epoch: 78, iters: 9368, time: 0.303, data: 0.019) G_GAN: 6.976 G_L1: 4.645 D_real: 0.110 D_fake: 0.003 +(epoch: 78, iters: 9468, time: 0.300, data: 0.021) G_GAN: 4.398 G_L1: 3.960 D_real: 0.246 D_fake: 0.113 +(epoch: 78, iters: 9568, time: 0.409, data: 0.019) G_GAN: 3.935 G_L1: 5.125 D_real: 0.202 D_fake: 0.078 +(epoch: 78, iters: 9668, time: 0.300, data: 0.020) G_GAN: 4.052 G_L1: 4.206 D_real: 0.000 D_fake: 0.046 +(epoch: 78, iters: 9768, time: 0.301, data: 0.020) G_GAN: 5.257 G_L1: 4.738 D_real: 0.117 D_fake: 0.063 +(epoch: 78, iters: 9868, time: 0.303, data: 0.022) G_GAN: 5.009 G_L1: 3.556 D_real: 0.323 D_fake: 0.053 +(epoch: 78, iters: 9968, time: 0.425, data: 0.021) G_GAN: 4.222 G_L1: 4.021 D_real: 0.126 D_fake: 0.077 +(epoch: 78, iters: 10068, time: 0.295, data: 0.020) G_GAN: 5.529 G_L1: 2.921 D_real: 0.174 D_fake: 0.010 +(epoch: 78, iters: 10168, time: 0.305, data: 0.020) G_GAN: 7.886 G_L1: 2.628 D_real: 0.001 D_fake: 0.003 +(epoch: 78, iters: 10268, time: 0.294, data: 0.021) G_GAN: 4.928 G_L1: 4.646 D_real: 0.045 D_fake: 0.036 +(epoch: 78, iters: 10368, time: 0.398, data: 0.018) G_GAN: 4.196 G_L1: 11.271 D_real: 0.050 D_fake: 0.055 +(epoch: 78, iters: 10468, time: 0.296, data: 0.019) G_GAN: 2.845 G_L1: 2.376 D_real: 0.083 D_fake: 0.296 +(epoch: 78, iters: 10568, time: 0.299, data: 0.019) G_GAN: 5.616 G_L1: 4.547 D_real: 0.000 D_fake: 0.296 +(epoch: 78, iters: 10668, time: 0.303, data: 0.020) G_GAN: 6.824 G_L1: 4.077 D_real: 0.025 D_fake: 0.030 +(epoch: 78, iters: 10768, time: 0.614, data: 0.019) G_GAN: 4.493 G_L1: 3.821 D_real: 0.035 D_fake: 0.215 +(epoch: 78, iters: 10868, time: 0.303, data: 0.020) G_GAN: 3.835 G_L1: 3.198 D_real: 0.146 D_fake: 0.042 +(epoch: 78, iters: 10968, time: 0.302, data: 0.019) G_GAN: 8.151 G_L1: 5.639 D_real: 0.007 D_fake: 0.724 +(epoch: 78, iters: 11068, time: 0.301, data: 0.020) G_GAN: 5.246 G_L1: 4.286 D_real: 0.102 D_fake: 0.026 +(epoch: 78, iters: 11168, time: 0.423, data: 0.020) G_GAN: 5.040 G_L1: 5.553 D_real: 0.034 D_fake: 0.049 +(epoch: 78, iters: 11268, time: 0.290, data: 0.019) G_GAN: 6.569 G_L1: 3.875 D_real: 0.082 D_fake: 0.006 +(epoch: 78, iters: 11368, time: 0.293, data: 0.017) G_GAN: 11.589 G_L1: 7.160 D_real: 0.264 D_fake: 0.000 +(epoch: 78, iters: 11468, time: 0.300, data: 0.022) G_GAN: 4.219 G_L1: 2.627 D_real: 0.018 D_fake: 0.068 +(epoch: 78, iters: 11568, time: 0.415, data: 0.019) G_GAN: 4.073 G_L1: 4.079 D_real: 0.075 D_fake: 0.042 +(epoch: 78, iters: 11668, time: 0.302, data: 0.019) G_GAN: 5.875 G_L1: 7.734 D_real: 0.018 D_fake: 0.028 +(epoch: 78, iters: 11768, time: 0.304, data: 0.022) G_GAN: 6.225 G_L1: 5.883 D_real: 0.045 D_fake: 0.008 +(epoch: 78, iters: 11868, time: 0.298, data: 0.018) G_GAN: 6.427 G_L1: 3.752 D_real: 0.016 D_fake: 0.018 +(epoch: 78, iters: 11968, time: 0.392, data: 0.020) G_GAN: 4.298 G_L1: 2.940 D_real: 0.003 D_fake: 0.341 +(epoch: 78, iters: 12068, time: 0.304, data: 0.018) G_GAN: 6.124 G_L1: 3.761 D_real: 0.031 D_fake: 0.011 +(epoch: 78, iters: 12168, time: 0.299, data: 0.020) G_GAN: 3.696 G_L1: 3.709 D_real: 0.001 D_fake: 0.241 +(epoch: 78, iters: 12268, time: 0.293, data: 0.021) G_GAN: 5.757 G_L1: 7.514 D_real: 0.115 D_fake: 0.067 +(epoch: 78, iters: 12368, time: 0.412, data: 0.021) G_GAN: 6.615 G_L1: 6.522 D_real: 0.001 D_fake: 0.099 +(epoch: 78, iters: 12468, time: 0.302, data: 0.019) G_GAN: 6.528 G_L1: 5.126 D_real: 0.000 D_fake: 0.017 +(epoch: 78, iters: 12568, time: 0.306, data: 0.020) G_GAN: 5.057 G_L1: 4.459 D_real: 0.069 D_fake: 0.021 +(epoch: 78, iters: 12668, time: 0.300, data: 0.020) G_GAN: 8.447 G_L1: 4.624 D_real: 0.001 D_fake: 0.015 +(epoch: 78, iters: 12768, time: 0.640, data: 0.019) G_GAN: 5.687 G_L1: 5.483 D_real: 0.000 D_fake: 0.041 +(epoch: 78, iters: 12868, time: 0.300, data: 0.018) G_GAN: 9.332 G_L1: 6.085 D_real: 0.000 D_fake: 0.028 +(epoch: 78, iters: 12968, time: 0.300, data: 0.019) G_GAN: 7.072 G_L1: 4.181 D_real: 0.000 D_fake: 0.033 +(epoch: 78, iters: 13068, time: 0.297, data: 0.020) G_GAN: 5.181 G_L1: 10.129 D_real: 0.000 D_fake: 0.054 +(epoch: 78, iters: 13168, time: 0.424, data: 0.019) G_GAN: 6.332 G_L1: 4.573 D_real: 0.021 D_fake: 0.012 +(epoch: 78, iters: 13268, time: 0.302, data: 0.019) G_GAN: 5.998 G_L1: 6.270 D_real: 0.036 D_fake: 0.044 +(epoch: 78, iters: 13368, time: 0.300, data: 0.020) G_GAN: 4.402 G_L1: 4.808 D_real: 0.000 D_fake: 0.125 +(epoch: 78, iters: 13468, time: 0.296, data: 0.019) G_GAN: 4.595 G_L1: 4.846 D_real: 0.000 D_fake: 0.231 +(epoch: 78, iters: 13568, time: 0.423, data: 0.019) G_GAN: 5.266 G_L1: 11.535 D_real: 0.001 D_fake: 0.060 +(epoch: 78, iters: 13668, time: 0.302, data: 0.019) G_GAN: 5.533 G_L1: 4.332 D_real: 0.000 D_fake: 0.053 +(epoch: 78, iters: 13768, time: 0.302, data: 0.019) G_GAN: 4.232 G_L1: 4.535 D_real: 0.000 D_fake: 0.042 +(epoch: 78, iters: 13868, time: 0.304, data: 0.019) G_GAN: 7.037 G_L1: 8.810 D_real: 0.000 D_fake: 0.006 +(epoch: 78, iters: 13968, time: 0.396, data: 0.019) G_GAN: 4.817 G_L1: 4.055 D_real: 0.000 D_fake: 0.037 +(epoch: 78, iters: 14068, time: 0.295, data: 0.021) G_GAN: 3.624 G_L1: 4.812 D_real: 0.000 D_fake: 0.195 +(epoch: 78, iters: 14168, time: 0.300, data: 0.019) G_GAN: 3.524 G_L1: 3.701 D_real: 0.000 D_fake: 0.088 +(epoch: 78, iters: 14268, time: 0.305, data: 0.020) G_GAN: 4.211 G_L1: 4.746 D_real: 0.002 D_fake: 0.069 +(epoch: 78, iters: 14368, time: 0.420, data: 0.020) G_GAN: 2.789 G_L1: 3.768 D_real: 0.000 D_fake: 0.102 +(epoch: 78, iters: 14468, time: 0.297, data: 0.019) G_GAN: 5.238 G_L1: 3.877 D_real: 0.000 D_fake: 0.012 +(epoch: 78, iters: 14568, time: 0.303, data: 0.019) G_GAN: 3.468 G_L1: 4.076 D_real: 0.002 D_fake: 0.200 +(epoch: 78, iters: 14668, time: 0.306, data: 0.020) G_GAN: 5.916 G_L1: 5.674 D_real: 0.000 D_fake: 0.018 +(epoch: 78, iters: 14768, time: 0.659, data: 0.023) G_GAN: 3.317 G_L1: 7.557 D_real: 0.001 D_fake: 0.330 +(epoch: 78, iters: 14868, time: 0.287, data: 0.019) G_GAN: 3.421 G_L1: 5.645 D_real: 0.000 D_fake: 0.105 +(epoch: 78, iters: 14968, time: 0.286, data: 0.018) G_GAN: 3.134 G_L1: 3.862 D_real: 0.002 D_fake: 0.045 +(epoch: 78, iters: 15068, time: 0.299, data: 0.019) G_GAN: 7.114 G_L1: 4.135 D_real: 0.000 D_fake: 0.007 +(epoch: 78, iters: 15168, time: 0.412, data: 0.019) G_GAN: 4.020 G_L1: 5.415 D_real: 0.000 D_fake: 0.084 +(epoch: 78, iters: 15268, time: 0.301, data: 0.017) G_GAN: 4.816 G_L1: 3.491 D_real: 0.000 D_fake: 0.194 +(epoch: 78, iters: 15368, time: 0.301, data: 0.020) G_GAN: 4.193 G_L1: 5.032 D_real: 0.000 D_fake: 0.049 +(epoch: 78, iters: 15468, time: 0.303, data: 0.020) G_GAN: 3.035 G_L1: 4.068 D_real: 0.000 D_fake: 0.352 +(epoch: 78, iters: 15568, time: 0.417, data: 0.019) G_GAN: 7.294 G_L1: 5.256 D_real: 0.002 D_fake: 0.131 +(epoch: 78, iters: 15668, time: 0.305, data: 0.022) G_GAN: 3.738 G_L1: 4.829 D_real: 0.001 D_fake: 0.115 +(epoch: 78, iters: 15768, time: 0.290, data: 0.019) G_GAN: 4.246 G_L1: 4.399 D_real: 0.001 D_fake: 0.120 +(epoch: 78, iters: 15868, time: 0.303, data: 0.017) G_GAN: 2.637 G_L1: 3.715 D_real: 0.001 D_fake: 0.096 +(epoch: 78, iters: 15968, time: 0.399, data: 0.020) G_GAN: 4.747 G_L1: 4.572 D_real: 0.000 D_fake: 0.027 +(epoch: 78, iters: 16068, time: 0.301, data: 0.021) G_GAN: 5.346 G_L1: 3.868 D_real: 0.000 D_fake: 0.178 +(epoch: 78, iters: 16168, time: 0.306, data: 0.020) G_GAN: 4.516 G_L1: 8.065 D_real: 0.000 D_fake: 0.063 +(epoch: 78, iters: 16268, time: 0.298, data: 0.019) G_GAN: 3.438 G_L1: 5.955 D_real: 0.000 D_fake: 0.115 +(epoch: 78, iters: 16368, time: 0.424, data: 0.019) G_GAN: 4.302 G_L1: 4.148 D_real: 0.005 D_fake: 0.033 +(epoch: 78, iters: 16468, time: 0.304, data: 0.019) G_GAN: 4.695 G_L1: 7.559 D_real: 0.012 D_fake: 0.127 +(epoch: 78, iters: 16568, time: 0.296, data: 0.020) G_GAN: 4.494 G_L1: 4.456 D_real: 0.000 D_fake: 0.091 +(epoch: 78, iters: 16668, time: 0.302, data: 0.018) G_GAN: 4.468 G_L1: 5.701 D_real: 0.000 D_fake: 0.073 +(epoch: 78, iters: 16768, time: 0.628, data: 0.020) G_GAN: 2.558 G_L1: 3.902 D_real: 0.000 D_fake: 0.252 +(epoch: 78, iters: 16868, time: 0.303, data: 0.019) G_GAN: 3.915 G_L1: 8.602 D_real: 0.000 D_fake: 0.162 +(epoch: 78, iters: 16968, time: 0.300, data: 0.019) G_GAN: 5.433 G_L1: 6.623 D_real: 0.000 D_fake: 0.050 +(epoch: 78, iters: 17068, time: 0.296, data: 0.019) G_GAN: 2.770 G_L1: 4.211 D_real: 0.000 D_fake: 0.227 +(epoch: 78, iters: 17168, time: 0.421, data: 0.020) G_GAN: 3.062 G_L1: 3.845 D_real: 0.000 D_fake: 0.224 +(epoch: 78, iters: 17268, time: 0.300, data: 0.019) G_GAN: 3.569 G_L1: 6.210 D_real: 0.000 D_fake: 0.257 +(epoch: 78, iters: 17368, time: 0.301, data: 0.022) G_GAN: 3.181 G_L1: 5.425 D_real: 0.000 D_fake: 0.449 +(epoch: 78, iters: 17468, time: 0.305, data: 0.020) G_GAN: 3.442 G_L1: 6.121 D_real: 0.002 D_fake: 0.078 +(epoch: 78, iters: 17568, time: 0.420, data: 0.019) G_GAN: 3.221 G_L1: 5.651 D_real: 0.000 D_fake: 0.177 +(epoch: 78, iters: 17668, time: 0.300, data: 0.020) G_GAN: 3.201 G_L1: 4.724 D_real: 0.000 D_fake: 0.104 +(epoch: 78, iters: 17768, time: 0.297, data: 0.018) G_GAN: 3.888 G_L1: 3.638 D_real: 0.000 D_fake: 0.274 +(epoch: 78, iters: 17868, time: 0.298, data: 0.018) G_GAN: 3.140 G_L1: 4.617 D_real: 0.000 D_fake: 0.149 +(epoch: 78, iters: 17968, time: 0.415, data: 0.018) G_GAN: 3.563 G_L1: 4.319 D_real: 0.000 D_fake: 0.617 +(epoch: 78, iters: 18068, time: 0.294, data: 0.019) G_GAN: 2.652 G_L1: 5.982 D_real: 0.002 D_fake: 0.268 +(epoch: 78, iters: 18168, time: 0.294, data: 0.019) G_GAN: 4.007 G_L1: 6.845 D_real: 0.000 D_fake: 0.957 +(epoch: 78, iters: 18268, time: 0.301, data: 0.018) G_GAN: 3.609 G_L1: 4.213 D_real: 0.001 D_fake: 0.049 +(epoch: 78, iters: 18368, time: 0.380, data: 0.037) G_GAN: 3.673 G_L1: 7.470 D_real: 0.000 D_fake: 0.593 +(epoch: 78, iters: 18468, time: 0.292, data: 0.017) G_GAN: 1.380 G_L1: 4.169 D_real: 0.001 D_fake: 0.680 +(epoch: 78, iters: 18568, time: 0.299, data: 0.019) G_GAN: 5.324 G_L1: 7.015 D_real: 0.000 D_fake: 0.069 +(epoch: 78, iters: 18668, time: 0.303, data: 0.020) G_GAN: 2.691 G_L1: 5.054 D_real: 0.001 D_fake: 0.587 +(epoch: 78, iters: 18768, time: 0.609, data: 0.020) G_GAN: 3.085 G_L1: 5.311 D_real: 0.000 D_fake: 0.442 +(epoch: 78, iters: 18868, time: 0.303, data: 0.020) G_GAN: 2.564 G_L1: 3.450 D_real: 0.001 D_fake: 0.441 +(epoch: 78, iters: 18968, time: 0.303, data: 0.020) G_GAN: 2.699 G_L1: 4.425 D_real: 0.000 D_fake: 0.350 +(epoch: 78, iters: 19068, time: 0.298, data: 0.020) G_GAN: 4.188 G_L1: 8.310 D_real: 0.000 D_fake: 0.125 +(epoch: 78, iters: 19168, time: 0.417, data: 0.019) G_GAN: 5.761 G_L1: 7.021 D_real: 0.000 D_fake: 0.265 +(epoch: 78, iters: 19268, time: 0.308, data: 0.019) G_GAN: 3.860 G_L1: 7.759 D_real: 0.000 D_fake: 0.160 +(epoch: 78, iters: 19368, time: 0.300, data: 0.019) G_GAN: 2.259 G_L1: 4.483 D_real: 0.001 D_fake: 0.246 +(epoch: 78, iters: 19468, time: 0.303, data: 0.018) G_GAN: 2.958 G_L1: 2.829 D_real: 0.000 D_fake: 0.240 +(epoch: 78, iters: 19568, time: 0.420, data: 0.021) G_GAN: 2.538 G_L1: 4.832 D_real: 0.000 D_fake: 0.278 +(epoch: 78, iters: 19668, time: 0.304, data: 0.020) G_GAN: 2.307 G_L1: 4.907 D_real: 0.007 D_fake: 0.221 +(epoch: 78, iters: 19768, time: 0.295, data: 0.019) G_GAN: 2.910 G_L1: 3.998 D_real: 0.003 D_fake: 0.213 +(epoch: 78, iters: 19868, time: 0.296, data: 0.019) G_GAN: 2.375 G_L1: 4.096 D_real: 0.000 D_fake: 0.121 +(epoch: 78, iters: 19968, time: 0.416, data: 0.019) G_GAN: 2.653 G_L1: 3.550 D_real: 0.000 D_fake: 0.365 +(epoch: 78, iters: 20068, time: 0.306, data: 0.019) G_GAN: 3.393 G_L1: 7.045 D_real: 0.000 D_fake: 0.363 +(epoch: 78, iters: 20168, time: 0.302, data: 0.018) G_GAN: 3.435 G_L1: 4.973 D_real: 0.000 D_fake: 0.249 +(epoch: 78, iters: 20268, time: 0.296, data: 0.019) G_GAN: 1.980 G_L1: 4.800 D_real: 0.000 D_fake: 0.191 +(epoch: 78, iters: 20368, time: 0.429, data: 0.021) G_GAN: 3.644 G_L1: 5.535 D_real: 0.000 D_fake: 0.100 +(epoch: 78, iters: 20468, time: 0.301, data: 0.019) G_GAN: 4.215 G_L1: 5.649 D_real: 0.000 D_fake: 0.056 +(epoch: 78, iters: 20568, time: 0.302, data: 0.018) G_GAN: 3.560 G_L1: 8.487 D_real: 0.001 D_fake: 0.223 +(epoch: 78, iters: 20668, time: 0.305, data: 0.019) G_GAN: 3.288 G_L1: 5.443 D_real: 0.000 D_fake: 0.250 +(epoch: 78, iters: 20768, time: 0.599, data: 0.019) G_GAN: 2.177 G_L1: 4.328 D_real: 0.001 D_fake: 0.290 +(epoch: 78, iters: 20868, time: 0.303, data: 0.017) G_GAN: 2.064 G_L1: 3.602 D_real: 0.000 D_fake: 0.331 +(epoch: 78, iters: 20968, time: 0.304, data: 0.018) G_GAN: 2.202 G_L1: 3.884 D_real: 0.001 D_fake: 0.513 +(epoch: 78, iters: 21068, time: 0.292, data: 0.019) G_GAN: 2.837 G_L1: 4.437 D_real: 0.000 D_fake: 0.209 +(epoch: 78, iters: 21168, time: 0.404, data: 0.019) G_GAN: 2.478 G_L1: 10.709 D_real: 0.000 D_fake: 1.114 +(epoch: 78, iters: 21268, time: 0.293, data: 0.019) G_GAN: 3.310 G_L1: 5.374 D_real: 0.000 D_fake: 0.451 +(epoch: 78, iters: 21368, time: 0.297, data: 0.021) G_GAN: 2.383 G_L1: 3.732 D_real: 0.001 D_fake: 0.449 +(epoch: 78, iters: 21468, time: 0.298, data: 0.019) G_GAN: 2.529 G_L1: 4.554 D_real: 0.007 D_fake: 0.270 +(epoch: 78, iters: 21568, time: 0.395, data: 0.019) G_GAN: 2.447 G_L1: 9.484 D_real: 0.000 D_fake: 0.503 +(epoch: 78, iters: 21668, time: 0.295, data: 0.018) G_GAN: 3.078 G_L1: 7.511 D_real: 0.025 D_fake: 0.166 +(epoch: 78, iters: 21768, time: 0.295, data: 0.035) G_GAN: 1.875 G_L1: 3.827 D_real: 0.000 D_fake: 0.400 +(epoch: 78, iters: 21868, time: 0.295, data: 0.021) G_GAN: 2.757 G_L1: 6.161 D_real: 0.009 D_fake: 0.417 +(epoch: 78, iters: 21968, time: 0.390, data: 0.018) G_GAN: 3.587 G_L1: 5.896 D_real: 0.000 D_fake: 0.334 +(epoch: 78, iters: 22068, time: 0.294, data: 0.021) G_GAN: 2.473 G_L1: 4.799 D_real: 0.000 D_fake: 0.339 +(epoch: 78, iters: 22168, time: 0.294, data: 0.018) G_GAN: 3.036 G_L1: 4.256 D_real: 0.000 D_fake: 0.317 +(epoch: 78, iters: 22268, time: 0.296, data: 0.019) G_GAN: 2.588 G_L1: 5.501 D_real: 0.000 D_fake: 0.185 +(epoch: 78, iters: 22368, time: 0.415, data: 0.018) G_GAN: 3.255 G_L1: 5.295 D_real: 0.000 D_fake: 0.083 +(epoch: 78, iters: 22468, time: 0.304, data: 0.019) G_GAN: 1.866 G_L1: 4.220 D_real: 0.000 D_fake: 0.673 +(epoch: 78, iters: 22568, time: 0.301, data: 0.019) G_GAN: 2.482 G_L1: 4.594 D_real: 0.001 D_fake: 0.219 +(epoch: 78, iters: 22668, time: 0.287, data: 0.019) G_GAN: 2.370 G_L1: 4.249 D_real: 0.000 D_fake: 0.395 +(epoch: 78, iters: 22768, time: 0.609, data: 0.019) G_GAN: 2.205 G_L1: 3.703 D_real: 0.000 D_fake: 0.263 +(epoch: 78, iters: 22868, time: 0.298, data: 0.019) G_GAN: 2.208 G_L1: 2.745 D_real: 0.001 D_fake: 0.268 +(epoch: 78, iters: 22968, time: 0.294, data: 0.020) G_GAN: 3.040 G_L1: 4.778 D_real: 0.001 D_fake: 0.470 +(epoch: 78, iters: 23068, time: 0.290, data: 0.020) G_GAN: 3.178 G_L1: 6.013 D_real: 0.000 D_fake: 0.257 +(epoch: 78, iters: 23168, time: 0.389, data: 0.018) G_GAN: 3.446 G_L1: 4.988 D_real: 0.000 D_fake: 0.095 +(epoch: 78, iters: 23268, time: 0.285, data: 0.021) G_GAN: 2.415 G_L1: 3.973 D_real: 0.000 D_fake: 0.249 +(epoch: 78, iters: 23368, time: 0.298, data: 0.018) G_GAN: 3.123 G_L1: 4.331 D_real: 0.000 D_fake: 0.185 +(epoch: 78, iters: 23468, time: 0.300, data: 0.019) G_GAN: 3.086 G_L1: 5.758 D_real: 0.003 D_fake: 0.389 +(epoch: 78, iters: 23568, time: 0.421, data: 0.019) G_GAN: 1.514 G_L1: 4.504 D_real: 0.000 D_fake: 0.890 +(epoch: 78, iters: 23668, time: 0.304, data: 0.019) G_GAN: 3.279 G_L1: 9.824 D_real: 0.000 D_fake: 0.135 +(epoch: 78, iters: 23768, time: 0.285, data: 0.020) G_GAN: 2.530 G_L1: 5.152 D_real: 0.000 D_fake: 0.427 +(epoch: 78, iters: 23868, time: 0.299, data: 0.019) G_GAN: 2.705 G_L1: 4.573 D_real: 0.000 D_fake: 0.123 +(epoch: 78, iters: 23968, time: 0.380, data: 0.019) G_GAN: 2.068 G_L1: 5.719 D_real: 0.000 D_fake: 0.533 +(epoch: 78, iters: 24068, time: 0.299, data: 0.019) G_GAN: 2.680 G_L1: 4.947 D_real: 0.000 D_fake: 0.396 +(epoch: 78, iters: 24168, time: 0.298, data: 0.021) G_GAN: 1.512 G_L1: 4.064 D_real: 0.004 D_fake: 0.742 +(epoch: 78, iters: 24268, time: 0.298, data: 0.018) G_GAN: 1.860 G_L1: 3.918 D_real: 0.000 D_fake: 0.544 +(epoch: 78, iters: 24368, time: 0.415, data: 0.021) G_GAN: 1.904 G_L1: 3.704 D_real: 0.001 D_fake: 0.609 +(epoch: 78, iters: 24468, time: 0.296, data: 0.019) G_GAN: 1.539 G_L1: 4.673 D_real: 0.010 D_fake: 0.560 +(epoch: 78, iters: 24568, time: 0.297, data: 0.019) G_GAN: 1.938 G_L1: 4.283 D_real: 0.000 D_fake: 0.506 +(epoch: 78, iters: 24668, time: 0.296, data: 0.018) G_GAN: 1.648 G_L1: 4.472 D_real: 0.001 D_fake: 0.388 +(epoch: 78, iters: 24768, time: 0.609, data: 0.017) G_GAN: 2.153 G_L1: 3.398 D_real: 0.000 D_fake: 0.241 +(epoch: 78, iters: 24868, time: 0.297, data: 0.018) G_GAN: 2.355 G_L1: 4.950 D_real: 0.000 D_fake: 0.398 +(epoch: 78, iters: 24968, time: 0.294, data: 0.018) G_GAN: 2.719 G_L1: 5.849 D_real: 0.001 D_fake: 0.188 +(epoch: 78, iters: 25068, time: 0.284, data: 0.019) G_GAN: 2.323 G_L1: 4.110 D_real: 0.000 D_fake: 0.530 +(epoch: 78, iters: 25168, time: 0.406, data: 0.018) G_GAN: 2.121 G_L1: 5.343 D_real: 0.000 D_fake: 0.649 +(epoch: 78, iters: 25268, time: 0.293, data: 0.020) G_GAN: 2.416 G_L1: 3.934 D_real: 0.000 D_fake: 0.165 +(epoch: 78, iters: 25368, time: 0.295, data: 0.019) G_GAN: 2.082 G_L1: 4.596 D_real: 0.000 D_fake: 0.483 +(epoch: 78, iters: 25468, time: 0.300, data: 0.019) G_GAN: 3.043 G_L1: 8.295 D_real: 0.000 D_fake: 0.138 +(epoch: 78, iters: 25568, time: 0.421, data: 0.018) G_GAN: 2.421 G_L1: 4.764 D_real: 0.000 D_fake: 0.231 +(epoch: 78, iters: 25668, time: 0.296, data: 0.018) G_GAN: 2.733 G_L1: 8.632 D_real: 0.022 D_fake: 0.307 +(epoch: 78, iters: 25768, time: 0.294, data: 0.019) G_GAN: 1.189 G_L1: 4.470 D_real: 0.016 D_fake: 0.998 +(epoch: 78, iters: 25868, time: 0.298, data: 0.020) G_GAN: 1.782 G_L1: 3.142 D_real: 0.008 D_fake: 0.307 +(epoch: 78, iters: 25968, time: 0.389, data: 0.020) G_GAN: 1.575 G_L1: 4.265 D_real: 0.000 D_fake: 0.515 +(epoch: 78, iters: 26068, time: 0.297, data: 0.018) G_GAN: 1.214 G_L1: 3.655 D_real: 0.008 D_fake: 0.418 +(epoch: 78, iters: 26168, time: 0.287, data: 0.020) G_GAN: 2.747 G_L1: 4.213 D_real: 0.000 D_fake: 0.162 +(epoch: 78, iters: 26268, time: 0.298, data: 0.017) G_GAN: 1.022 G_L1: 4.316 D_real: 0.000 D_fake: 1.072 +(epoch: 78, iters: 26368, time: 0.415, data: 0.019) G_GAN: 1.900 G_L1: 4.347 D_real: 0.000 D_fake: 0.280 +(epoch: 78, iters: 26468, time: 0.295, data: 0.018) G_GAN: 2.683 G_L1: 4.699 D_real: 0.000 D_fake: 0.275 +(epoch: 78, iters: 26568, time: 0.298, data: 0.021) G_GAN: 2.220 G_L1: 4.272 D_real: 0.000 D_fake: 0.332 +(epoch: 78, iters: 26668, time: 0.292, data: 0.020) G_GAN: 2.582 G_L1: 4.166 D_real: 0.000 D_fake: 0.225 +(epoch: 78, iters: 26768, time: 0.607, data: 0.019) G_GAN: 1.694 G_L1: 3.915 D_real: 0.000 D_fake: 0.456 +(epoch: 78, iters: 26868, time: 0.300, data: 0.018) G_GAN: 2.052 G_L1: 4.513 D_real: 0.001 D_fake: 0.401 +(epoch: 78, iters: 26968, time: 0.299, data: 0.020) G_GAN: 3.036 G_L1: 5.140 D_real: 0.002 D_fake: 0.139 +(epoch: 78, iters: 27068, time: 0.295, data: 0.018) G_GAN: 1.065 G_L1: 4.433 D_real: 0.000 D_fake: 0.746 +(epoch: 78, iters: 27168, time: 0.412, data: 0.020) G_GAN: 1.710 G_L1: 4.138 D_real: 0.000 D_fake: 0.368 +(epoch: 78, iters: 27268, time: 0.289, data: 0.018) G_GAN: 3.353 G_L1: 3.343 D_real: 0.000 D_fake: 0.184 +(epoch: 78, iters: 27368, time: 0.280, data: 0.018) G_GAN: 1.570 G_L1: 5.710 D_real: 0.001 D_fake: 0.674 +(epoch: 78, iters: 27468, time: 0.287, data: 0.017) G_GAN: 2.642 G_L1: 4.920 D_real: 0.000 D_fake: 0.187 +(epoch: 78, iters: 27568, time: 0.407, data: 0.020) G_GAN: 2.155 G_L1: 7.019 D_real: 0.000 D_fake: 0.784 +(epoch: 78, iters: 27668, time: 0.288, data: 0.019) G_GAN: 2.313 G_L1: 5.231 D_real: 0.000 D_fake: 0.322 +(epoch: 78, iters: 27768, time: 0.284, data: 0.017) G_GAN: 2.529 G_L1: 6.076 D_real: 0.000 D_fake: 0.345 +(epoch: 78, iters: 27868, time: 0.293, data: 0.017) G_GAN: 1.782 G_L1: 5.273 D_real: 0.000 D_fake: 0.418 +(epoch: 78, iters: 27968, time: 0.422, data: 0.018) G_GAN: 2.400 G_L1: 5.929 D_real: 0.001 D_fake: 0.254 +(epoch: 78, iters: 28068, time: 0.287, data: 0.018) G_GAN: 1.956 G_L1: 4.403 D_real: 0.000 D_fake: 0.469 +(epoch: 78, iters: 28168, time: 0.296, data: 0.017) G_GAN: 1.368 G_L1: 5.355 D_real: 0.000 D_fake: 0.844 +(epoch: 78, iters: 28268, time: 0.296, data: 0.019) G_GAN: 1.852 G_L1: 4.504 D_real: 0.000 D_fake: 0.472 +(epoch: 78, iters: 28368, time: 0.390, data: 0.017) G_GAN: 3.161 G_L1: 5.715 D_real: 0.000 D_fake: 0.151 +(epoch: 78, iters: 28468, time: 0.294, data: 0.018) G_GAN: 1.655 G_L1: 4.459 D_real: 0.000 D_fake: 0.732 +(epoch: 78, iters: 28568, time: 0.295, data: 0.021) G_GAN: 1.864 G_L1: 3.733 D_real: 0.001 D_fake: 0.424 +(epoch: 78, iters: 28668, time: 0.297, data: 0.019) G_GAN: 3.209 G_L1: 6.158 D_real: 0.023 D_fake: 0.202 +(epoch: 78, iters: 28768, time: 0.598, data: 0.019) G_GAN: 1.888 G_L1: 7.658 D_real: 0.000 D_fake: 0.220 +(epoch: 78, iters: 28868, time: 0.305, data: 0.019) G_GAN: 2.303 G_L1: 4.745 D_real: 0.000 D_fake: 0.318 +(epoch: 78, iters: 28968, time: 0.302, data: 0.021) G_GAN: 1.423 G_L1: 3.548 D_real: 0.002 D_fake: 0.652 +(epoch: 78, iters: 29068, time: 0.302, data: 0.020) G_GAN: 2.324 G_L1: 4.276 D_real: 0.000 D_fake: 0.230 +(epoch: 78, iters: 29168, time: 0.425, data: 0.019) G_GAN: 1.621 G_L1: 3.635 D_real: 0.002 D_fake: 0.675 +(epoch: 78, iters: 29268, time: 0.296, data: 0.019) G_GAN: 1.555 G_L1: 4.274 D_real: 0.000 D_fake: 0.417 +(epoch: 78, iters: 29368, time: 0.302, data: 0.021) G_GAN: 1.560 G_L1: 4.731 D_real: 0.000 D_fake: 0.889 +(epoch: 78, iters: 29468, time: 0.293, data: 0.021) G_GAN: 2.222 G_L1: 4.307 D_real: 0.001 D_fake: 0.421 +(epoch: 78, iters: 29568, time: 0.413, data: 0.019) G_GAN: 1.525 G_L1: 3.847 D_real: 0.003 D_fake: 0.626 +(epoch: 78, iters: 29668, time: 0.287, data: 0.018) G_GAN: 3.273 G_L1: 6.687 D_real: 0.000 D_fake: 0.302 +(epoch: 78, iters: 29768, time: 0.282, data: 0.018) G_GAN: 2.086 G_L1: 5.041 D_real: 0.000 D_fake: 0.365 +(epoch: 78, iters: 29868, time: 0.294, data: 0.018) G_GAN: 1.617 G_L1: 4.968 D_real: 0.000 D_fake: 0.468 +(epoch: 78, iters: 29968, time: 0.378, data: 0.018) G_GAN: 1.703 G_L1: 9.510 D_real: 0.002 D_fake: 0.561 +(epoch: 78, iters: 30068, time: 0.303, data: 0.017) G_GAN: 2.254 G_L1: 5.096 D_real: 0.001 D_fake: 0.262 +(epoch: 78, iters: 30168, time: 0.295, data: 0.020) G_GAN: 2.452 G_L1: 3.836 D_real: 0.000 D_fake: 0.207 +(epoch: 78, iters: 30268, time: 0.295, data: 0.022) G_GAN: 2.457 G_L1: 6.213 D_real: 0.000 D_fake: 0.186 +(epoch: 78, iters: 30368, time: 0.424, data: 0.018) G_GAN: 1.165 G_L1: 5.344 D_real: 0.000 D_fake: 0.805 +(epoch: 78, iters: 30468, time: 0.300, data: 0.021) G_GAN: 1.552 G_L1: 4.633 D_real: 0.000 D_fake: 0.556 +(epoch: 78, iters: 30568, time: 0.290, data: 0.019) G_GAN: 2.101 G_L1: 3.883 D_real: 0.003 D_fake: 0.374 +(epoch: 78, iters: 30668, time: 0.296, data: 0.019) G_GAN: 1.918 G_L1: 5.268 D_real: 0.000 D_fake: 0.477 +(epoch: 78, iters: 30768, time: 0.609, data: 0.019) G_GAN: 2.081 G_L1: 6.376 D_real: 0.000 D_fake: 0.462 +(epoch: 78, iters: 30868, time: 0.300, data: 0.020) G_GAN: 1.149 G_L1: 4.022 D_real: 0.000 D_fake: 0.549 +(epoch: 78, iters: 30968, time: 0.301, data: 0.021) G_GAN: 1.576 G_L1: 4.347 D_real: 0.000 D_fake: 1.028 +(epoch: 78, iters: 31068, time: 0.294, data: 0.020) G_GAN: 2.212 G_L1: 6.055 D_real: 0.000 D_fake: 0.219 +(epoch: 78, iters: 31168, time: 0.411, data: 0.021) G_GAN: 1.290 G_L1: 3.610 D_real: 0.003 D_fake: 0.698 +(epoch: 78, iters: 31268, time: 0.306, data: 0.020) G_GAN: 1.664 G_L1: 4.917 D_real: 0.001 D_fake: 0.407 +(epoch: 78, iters: 31368, time: 0.300, data: 0.020) G_GAN: 1.693 G_L1: 3.328 D_real: 0.000 D_fake: 0.439 +(epoch: 78, iters: 31468, time: 0.297, data: 0.020) G_GAN: 2.157 G_L1: 5.358 D_real: 0.001 D_fake: 0.242 +(epoch: 78, iters: 31568, time: 0.418, data: 0.019) G_GAN: 1.898 G_L1: 4.212 D_real: 0.000 D_fake: 0.286 +(epoch: 78, iters: 31668, time: 0.296, data: 0.020) G_GAN: 2.565 G_L1: 5.807 D_real: 0.003 D_fake: 0.571 +(epoch: 78, iters: 31768, time: 0.298, data: 0.018) G_GAN: 1.272 G_L1: 4.085 D_real: 0.000 D_fake: 0.645 +(epoch: 78, iters: 31868, time: 0.302, data: 0.019) G_GAN: 2.128 G_L1: 4.996 D_real: 0.012 D_fake: 0.418 +(epoch: 78, iters: 31968, time: 0.401, data: 0.019) G_GAN: 2.251 G_L1: 3.146 D_real: 0.011 D_fake: 0.267 +(epoch: 78, iters: 32068, time: 0.281, data: 0.018) G_GAN: 2.613 G_L1: 7.051 D_real: 0.001 D_fake: 0.198 +(epoch: 78, iters: 32168, time: 0.287, data: 0.020) G_GAN: 1.279 G_L1: 5.030 D_real: 0.002 D_fake: 0.555 +(epoch: 78, iters: 32268, time: 0.294, data: 0.018) G_GAN: 2.269 G_L1: 5.309 D_real: 0.000 D_fake: 0.407 +(epoch: 78, iters: 32368, time: 0.433, data: 0.018) G_GAN: 3.227 G_L1: 6.052 D_real: 0.000 D_fake: 0.455 +(epoch: 78, iters: 32468, time: 0.310, data: 0.019) G_GAN: 2.078 G_L1: 4.593 D_real: 0.029 D_fake: 0.544 +(epoch: 78, iters: 32568, time: 0.295, data: 0.023) G_GAN: 1.905 G_L1: 4.419 D_real: 0.004 D_fake: 0.596 +(epoch: 78, iters: 32668, time: 0.288, data: 0.019) G_GAN: 1.064 G_L1: 4.636 D_real: 0.000 D_fake: 0.827 +(epoch: 78, iters: 32768, time: 0.563, data: 0.016) G_GAN: 1.862 G_L1: 3.426 D_real: 0.000 D_fake: 0.364 +(epoch: 78, iters: 32868, time: 0.300, data: 0.018) G_GAN: 1.081 G_L1: 3.715 D_real: 0.001 D_fake: 0.724 +(epoch: 78, iters: 32968, time: 0.304, data: 0.018) G_GAN: 1.001 G_L1: 3.630 D_real: 0.001 D_fake: 0.930 +(epoch: 78, iters: 33068, time: 0.295, data: 0.019) G_GAN: 1.842 G_L1: 4.676 D_real: 0.000 D_fake: 0.567 +(epoch: 78, iters: 33168, time: 0.422, data: 0.019) G_GAN: 1.222 G_L1: 3.331 D_real: 0.001 D_fake: 0.552 +(epoch: 78, iters: 33268, time: 0.289, data: 0.019) G_GAN: 1.410 G_L1: 3.224 D_real: 0.000 D_fake: 1.029 +(epoch: 78, iters: 33368, time: 0.282, data: 0.017) G_GAN: 2.223 G_L1: 5.327 D_real: 0.000 D_fake: 0.313 +(epoch: 78, iters: 33468, time: 0.299, data: 0.016) G_GAN: 1.553 G_L1: 4.226 D_real: 0.001 D_fake: 0.655 +(epoch: 78, iters: 33568, time: 0.425, data: 0.019) G_GAN: 0.995 G_L1: 5.130 D_real: 0.002 D_fake: 0.625 +(epoch: 78, iters: 33668, time: 0.295, data: 0.022) G_GAN: 1.538 G_L1: 4.161 D_real: 0.001 D_fake: 0.483 +(epoch: 78, iters: 33768, time: 0.302, data: 0.018) G_GAN: 1.789 G_L1: 4.020 D_real: 0.007 D_fake: 0.331 +(epoch: 78, iters: 33868, time: 0.296, data: 0.020) G_GAN: 1.315 G_L1: 4.102 D_real: 0.048 D_fake: 0.471 +(epoch: 78, iters: 33968, time: 0.415, data: 0.018) G_GAN: 1.958 G_L1: 5.643 D_real: 0.007 D_fake: 0.514 +(epoch: 78, iters: 34068, time: 0.304, data: 0.019) G_GAN: 1.981 G_L1: 5.754 D_real: 0.000 D_fake: 0.463 +(epoch: 78, iters: 34168, time: 0.289, data: 0.019) G_GAN: 1.913 G_L1: 4.809 D_real: 0.002 D_fake: 0.398 +(epoch: 78, iters: 34268, time: 0.306, data: 0.017) G_GAN: 1.964 G_L1: 4.964 D_real: 0.000 D_fake: 0.640 +(epoch: 78, iters: 34368, time: 0.368, data: 0.024) G_GAN: 2.453 G_L1: 4.700 D_real: 0.001 D_fake: 0.231 +(epoch: 78, iters: 34468, time: 0.291, data: 0.021) G_GAN: 2.231 G_L1: 5.457 D_real: 0.012 D_fake: 0.319 +(epoch: 78, iters: 34568, time: 0.278, data: 0.017) G_GAN: 2.206 G_L1: 9.086 D_real: 0.010 D_fake: 0.779 +(epoch: 78, iters: 34668, time: 0.282, data: 0.014) G_GAN: 2.345 G_L1: 4.702 D_real: 0.006 D_fake: 0.271 +(epoch: 78, iters: 34768, time: 0.590, data: 0.015) G_GAN: 2.545 G_L1: 6.994 D_real: 0.001 D_fake: 0.228 +(epoch: 78, iters: 34868, time: 0.290, data: 0.016) G_GAN: 1.904 G_L1: 5.523 D_real: 0.003 D_fake: 0.738 +(epoch: 78, iters: 34968, time: 0.290, data: 0.019) G_GAN: 2.057 G_L1: 6.822 D_real: 0.003 D_fake: 0.606 +(epoch: 78, iters: 35068, time: 0.290, data: 0.020) G_GAN: 1.558 G_L1: 3.749 D_real: 0.003 D_fake: 0.454 +(epoch: 78, iters: 35168, time: 0.407, data: 0.020) G_GAN: 1.157 G_L1: 5.899 D_real: 0.006 D_fake: 1.219 +(epoch: 78, iters: 35268, time: 0.283, data: 0.018) G_GAN: 1.089 G_L1: 3.628 D_real: 0.000 D_fake: 0.563 +(epoch: 78, iters: 35368, time: 0.270, data: 0.017) G_GAN: 1.369 G_L1: 4.168 D_real: 0.000 D_fake: 0.735 +(epoch: 78, iters: 35468, time: 0.295, data: 0.016) G_GAN: 1.760 G_L1: 5.010 D_real: 0.014 D_fake: 0.238 +(epoch: 78, iters: 35568, time: 0.370, data: 0.018) G_GAN: 1.227 G_L1: 3.585 D_real: 0.004 D_fake: 0.760 +(epoch: 78, iters: 35668, time: 0.287, data: 0.017) G_GAN: 1.892 G_L1: 5.158 D_real: 0.000 D_fake: 0.479 +(epoch: 78, iters: 35768, time: 0.280, data: 0.018) G_GAN: 2.742 G_L1: 4.537 D_real: 0.000 D_fake: 0.197 +(epoch: 78, iters: 35868, time: 0.298, data: 0.018) G_GAN: 1.834 G_L1: 5.306 D_real: 0.001 D_fake: 0.406 +(epoch: 78, iters: 35968, time: 0.376, data: 0.017) G_GAN: 1.742 G_L1: 7.183 D_real: 0.001 D_fake: 0.683 +(epoch: 78, iters: 36068, time: 0.308, data: 0.017) G_GAN: 2.402 G_L1: 6.771 D_real: 0.003 D_fake: 0.478 +(epoch: 78, iters: 36168, time: 0.284, data: 0.018) G_GAN: 1.159 G_L1: 3.270 D_real: 0.000 D_fake: 0.475 +(epoch: 78, iters: 36268, time: 0.278, data: 0.017) G_GAN: 2.130 G_L1: 7.448 D_real: 0.072 D_fake: 0.440 +(epoch: 78, iters: 36368, time: 0.388, data: 0.018) G_GAN: 1.229 G_L1: 3.715 D_real: 0.001 D_fake: 0.566 +(epoch: 78, iters: 36468, time: 0.290, data: 0.020) G_GAN: 1.156 G_L1: 4.488 D_real: 0.000 D_fake: 0.512 +(epoch: 78, iters: 36568, time: 0.280, data: 0.019) G_GAN: 1.560 G_L1: 5.527 D_real: 0.008 D_fake: 0.501 +(epoch: 78, iters: 36668, time: 0.302, data: 0.018) G_GAN: 2.332 G_L1: 4.755 D_real: 0.002 D_fake: 0.193 +(epoch: 78, iters: 36768, time: 0.591, data: 0.018) G_GAN: 1.106 G_L1: 4.029 D_real: 0.000 D_fake: 0.850 +(epoch: 78, iters: 36868, time: 0.291, data: 0.017) G_GAN: 1.125 G_L1: 4.605 D_real: 0.006 D_fake: 0.905 +(epoch: 78, iters: 36968, time: 0.298, data: 0.019) G_GAN: 1.576 G_L1: 5.319 D_real: 0.003 D_fake: 0.615 +(epoch: 78, iters: 37068, time: 0.288, data: 0.017) G_GAN: 1.079 G_L1: 4.350 D_real: 0.000 D_fake: 0.845 +(epoch: 78, iters: 37168, time: 0.412, data: 0.018) G_GAN: 2.025 G_L1: 4.257 D_real: 0.000 D_fake: 0.416 +(epoch: 78, iters: 37268, time: 0.299, data: 0.018) G_GAN: 1.664 G_L1: 3.971 D_real: 0.016 D_fake: 0.284 +(epoch: 78, iters: 37368, time: 0.295, data: 0.019) G_GAN: 1.932 G_L1: 5.773 D_real: 0.001 D_fake: 0.464 +(epoch: 78, iters: 37468, time: 0.293, data: 0.018) G_GAN: 1.607 G_L1: 4.983 D_real: 0.001 D_fake: 0.336 +(epoch: 78, iters: 37568, time: 0.395, data: 0.018) G_GAN: 1.500 G_L1: 4.276 D_real: 0.012 D_fake: 0.455 +(epoch: 78, iters: 37668, time: 0.282, data: 0.017) G_GAN: 0.737 G_L1: 4.822 D_real: 0.000 D_fake: 1.081 +(epoch: 78, iters: 37768, time: 0.292, data: 0.016) G_GAN: 1.134 G_L1: 3.500 D_real: 0.001 D_fake: 0.551 +(epoch: 78, iters: 37868, time: 0.298, data: 0.018) G_GAN: 2.200 G_L1: 5.642 D_real: 0.001 D_fake: 0.350 +(epoch: 78, iters: 37968, time: 0.387, data: 0.017) G_GAN: 1.132 G_L1: 3.519 D_real: 0.000 D_fake: 0.887 +(epoch: 78, iters: 38068, time: 0.299, data: 0.019) G_GAN: 1.880 G_L1: 6.297 D_real: 0.001 D_fake: 0.439 +(epoch: 78, iters: 38168, time: 0.297, data: 0.017) G_GAN: 1.922 G_L1: 5.078 D_real: 0.000 D_fake: 0.420 +(epoch: 78, iters: 38268, time: 0.257, data: 0.018) G_GAN: 2.119 G_L1: 5.656 D_real: 0.000 D_fake: 0.447 +(epoch: 78, iters: 38368, time: 0.408, data: 0.014) G_GAN: 1.551 G_L1: 4.771 D_real: 0.000 D_fake: 0.566 +(epoch: 78, iters: 38468, time: 0.290, data: 0.019) G_GAN: 1.883 G_L1: 5.199 D_real: 0.000 D_fake: 0.358 +(epoch: 78, iters: 38568, time: 0.282, data: 0.018) G_GAN: 2.198 G_L1: 7.422 D_real: 0.000 D_fake: 0.676 +(epoch: 78, iters: 38668, time: 0.292, data: 0.016) G_GAN: 1.464 G_L1: 3.829 D_real: 0.000 D_fake: 0.407 +(epoch: 78, iters: 38768, time: 0.587, data: 0.018) G_GAN: 1.580 G_L1: 5.193 D_real: 0.000 D_fake: 0.586 +(epoch: 78, iters: 38868, time: 0.274, data: 0.020) G_GAN: 1.456 G_L1: 5.149 D_real: 0.000 D_fake: 0.930 +(epoch: 78, iters: 38968, time: 0.301, data: 0.016) G_GAN: 1.371 G_L1: 5.275 D_real: 0.000 D_fake: 0.683 +(epoch: 78, iters: 39068, time: 0.300, data: 0.021) G_GAN: 1.880 G_L1: 5.650 D_real: 0.286 D_fake: 0.198 +(epoch: 78, iters: 39168, time: 0.417, data: 0.019) G_GAN: 0.813 G_L1: 4.106 D_real: 0.000 D_fake: 1.062 +(epoch: 78, iters: 39268, time: 0.300, data: 0.019) G_GAN: 1.500 G_L1: 3.815 D_real: 0.001 D_fake: 0.457 +(epoch: 78, iters: 39368, time: 0.297, data: 0.021) G_GAN: 1.062 G_L1: 4.966 D_real: 0.000 D_fake: 1.144 +(epoch: 78, iters: 39468, time: 0.295, data: 0.021) G_GAN: 1.122 G_L1: 4.419 D_real: 0.000 D_fake: 0.719 +(epoch: 78, iters: 39568, time: 0.409, data: 0.018) G_GAN: 2.449 G_L1: 5.492 D_real: 0.001 D_fake: 0.271 +(epoch: 78, iters: 39668, time: 0.300, data: 0.017) G_GAN: 2.016 G_L1: 4.883 D_real: 0.019 D_fake: 0.286 +(epoch: 78, iters: 39768, time: 0.307, data: 0.019) G_GAN: 2.110 G_L1: 4.167 D_real: 0.000 D_fake: 0.195 +(epoch: 78, iters: 39868, time: 0.292, data: 0.019) G_GAN: 1.684 G_L1: 5.025 D_real: 0.000 D_fake: 0.562 +(epoch: 78, iters: 39968, time: 0.417, data: 0.017) G_GAN: 1.021 G_L1: 4.220 D_real: 0.000 D_fake: 1.087 +(epoch: 78, iters: 40068, time: 0.289, data: 0.017) G_GAN: 0.981 G_L1: 4.506 D_real: 0.003 D_fake: 0.765 +(epoch: 78, iters: 40168, time: 0.295, data: 0.020) G_GAN: 0.826 G_L1: 4.596 D_real: 0.001 D_fake: 0.988 +(epoch: 78, iters: 40268, time: 0.299, data: 0.017) G_GAN: 1.126 G_L1: 5.184 D_real: 0.001 D_fake: 0.758 +(epoch: 78, iters: 40368, time: 0.414, data: 0.018) G_GAN: 1.610 G_L1: 5.257 D_real: 0.030 D_fake: 0.588 +(epoch: 78, iters: 40468, time: 0.276, data: 0.018) G_GAN: 1.272 G_L1: 5.949 D_real: 0.000 D_fake: 0.568 +(epoch: 78, iters: 40568, time: 0.293, data: 0.016) G_GAN: 1.169 G_L1: 3.577 D_real: 0.003 D_fake: 0.643 +(epoch: 78, iters: 40668, time: 0.301, data: 0.018) G_GAN: 1.868 G_L1: 4.988 D_real: 0.001 D_fake: 1.136 +(epoch: 78, iters: 40768, time: 0.583, data: 0.019) G_GAN: 1.238 G_L1: 4.584 D_real: 0.000 D_fake: 0.838 +(epoch: 78, iters: 40868, time: 0.292, data: 0.019) G_GAN: 1.799 G_L1: 4.174 D_real: 0.001 D_fake: 0.510 +(epoch: 78, iters: 40968, time: 0.284, data: 0.017) G_GAN: 1.533 G_L1: 3.616 D_real: 0.006 D_fake: 0.261 +(epoch: 78, iters: 41068, time: 0.293, data: 0.020) G_GAN: 1.630 G_L1: 4.465 D_real: 0.000 D_fake: 0.479 +(epoch: 78, iters: 41168, time: 0.421, data: 0.019) G_GAN: 1.217 G_L1: 5.211 D_real: 0.046 D_fake: 1.274 +(epoch: 78, iters: 41268, time: 0.301, data: 0.019) G_GAN: 1.401 G_L1: 4.895 D_real: 0.001 D_fake: 0.596 +(epoch: 78, iters: 41368, time: 0.301, data: 0.019) G_GAN: 1.632 G_L1: 5.012 D_real: 0.001 D_fake: 0.587 +(epoch: 78, iters: 41468, time: 0.293, data: 0.020) G_GAN: 1.612 G_L1: 4.663 D_real: 0.000 D_fake: 0.564 +(epoch: 78, iters: 41568, time: 0.395, data: 0.018) G_GAN: 1.772 G_L1: 5.691 D_real: 0.000 D_fake: 0.791 +(epoch: 78, iters: 41668, time: 0.297, data: 0.020) G_GAN: 1.410 G_L1: 4.317 D_real: 0.000 D_fake: 0.571 +(epoch: 78, iters: 41768, time: 0.297, data: 0.019) G_GAN: 2.005 G_L1: 8.232 D_real: 0.053 D_fake: 0.399 +(epoch: 78, iters: 41868, time: 0.301, data: 0.020) G_GAN: 1.374 G_L1: 3.981 D_real: 0.001 D_fake: 0.478 +(epoch: 78, iters: 41968, time: 0.419, data: 0.022) G_GAN: 1.192 G_L1: 5.171 D_real: 0.104 D_fake: 0.631 +(epoch: 78, iters: 42068, time: 0.300, data: 0.018) G_GAN: 1.635 G_L1: 5.306 D_real: 0.001 D_fake: 0.566 +(epoch: 78, iters: 42168, time: 0.301, data: 0.020) G_GAN: 1.112 G_L1: 3.588 D_real: 0.001 D_fake: 0.717 +(epoch: 78, iters: 42268, time: 0.299, data: 0.020) G_GAN: 1.215 G_L1: 3.243 D_real: 0.001 D_fake: 0.485 +(epoch: 78, iters: 42368, time: 0.410, data: 0.020) G_GAN: 1.522 G_L1: 3.686 D_real: 0.000 D_fake: 0.296 +(epoch: 78, iters: 42468, time: 0.286, data: 0.019) G_GAN: 2.076 G_L1: 9.175 D_real: 0.000 D_fake: 0.226 +(epoch: 78, iters: 42568, time: 0.289, data: 0.018) G_GAN: 1.608 G_L1: 3.641 D_real: 0.001 D_fake: 0.403 +(epoch: 78, iters: 42668, time: 0.284, data: 0.018) G_GAN: 1.716 G_L1: 5.328 D_real: 0.013 D_fake: 0.305 +(epoch: 78, iters: 42768, time: 0.651, data: 0.017) G_GAN: 1.533 G_L1: 7.178 D_real: 0.020 D_fake: 0.664 +(epoch: 78, iters: 42868, time: 0.302, data: 0.019) G_GAN: 1.365 G_L1: 3.692 D_real: 0.003 D_fake: 0.489 +(epoch: 78, iters: 42968, time: 0.299, data: 0.019) G_GAN: 2.231 G_L1: 4.613 D_real: 0.000 D_fake: 0.274 +(epoch: 78, iters: 43068, time: 0.302, data: 0.019) G_GAN: 3.519 G_L1: 10.948 D_real: 0.056 D_fake: 0.327 +(epoch: 78, iters: 43168, time: 0.368, data: 0.019) G_GAN: 1.852 G_L1: 4.885 D_real: 0.001 D_fake: 0.295 +(epoch: 78, iters: 43268, time: 0.293, data: 0.018) G_GAN: 1.951 G_L1: 5.136 D_real: 0.004 D_fake: 0.296 +(epoch: 78, iters: 43368, time: 0.296, data: 0.018) G_GAN: 2.021 G_L1: 4.548 D_real: 0.010 D_fake: 0.368 +(epoch: 78, iters: 43468, time: 0.295, data: 0.017) G_GAN: 3.952 G_L1: 5.555 D_real: 0.445 D_fake: 0.062 +(epoch: 78, iters: 43568, time: 0.422, data: 0.019) G_GAN: 2.259 G_L1: 4.117 D_real: 0.001 D_fake: 0.344 +(epoch: 78, iters: 43668, time: 0.292, data: 0.019) G_GAN: 2.720 G_L1: 4.256 D_real: 0.169 D_fake: 0.607 +(epoch: 78, iters: 43768, time: 0.297, data: 0.017) G_GAN: 2.668 G_L1: 6.347 D_real: 0.002 D_fake: 0.213 +(epoch: 78, iters: 43868, time: 0.286, data: 0.018) G_GAN: 1.516 G_L1: 4.898 D_real: 0.001 D_fake: 0.561 +(epoch: 78, iters: 43968, time: 0.414, data: 0.018) G_GAN: 2.187 G_L1: 6.249 D_real: 0.000 D_fake: 0.441 +(epoch: 78, iters: 44068, time: 0.300, data: 0.019) G_GAN: 1.660 G_L1: 5.920 D_real: 0.000 D_fake: 0.503 +(epoch: 78, iters: 44168, time: 0.302, data: 0.020) G_GAN: 1.630 G_L1: 3.636 D_real: 0.000 D_fake: 0.345 +(epoch: 78, iters: 44268, time: 0.306, data: 0.018) G_GAN: 3.856 G_L1: 6.180 D_real: 0.083 D_fake: 0.141 +(epoch: 78, iters: 44368, time: 0.408, data: 0.019) G_GAN: 2.567 G_L1: 4.174 D_real: 0.015 D_fake: 0.125 +(epoch: 78, iters: 44468, time: 0.302, data: 0.018) G_GAN: 3.832 G_L1: 3.815 D_real: 0.115 D_fake: 0.204 +(epoch: 78, iters: 44568, time: 0.302, data: 0.020) G_GAN: 4.332 G_L1: 4.211 D_real: 0.414 D_fake: 0.097 +(epoch: 78, iters: 44668, time: 0.304, data: 0.019) G_GAN: 2.573 G_L1: 3.339 D_real: 0.012 D_fake: 0.119 +(epoch: 78, iters: 44768, time: 0.601, data: 0.019) G_GAN: 2.037 G_L1: 4.797 D_real: 0.000 D_fake: 0.266 +(epoch: 78, iters: 44868, time: 0.295, data: 0.018) G_GAN: 3.728 G_L1: 6.549 D_real: 0.001 D_fake: 0.117 +(epoch: 78, iters: 44968, time: 0.304, data: 0.018) G_GAN: 2.004 G_L1: 6.245 D_real: 0.001 D_fake: 0.282 +(epoch: 78, iters: 45068, time: 0.269, data: 0.019) G_GAN: 2.413 G_L1: 4.881 D_real: 0.046 D_fake: 0.173 +(epoch: 78, iters: 45168, time: 0.411, data: 0.018) G_GAN: 1.673 G_L1: 3.658 D_real: 0.006 D_fake: 0.300 +(epoch: 78, iters: 45268, time: 0.298, data: 0.019) G_GAN: 1.870 G_L1: 3.851 D_real: 0.056 D_fake: 0.398 +(epoch: 78, iters: 45368, time: 0.294, data: 0.019) G_GAN: 2.913 G_L1: 4.676 D_real: 0.071 D_fake: 0.187 +(epoch: 78, iters: 45468, time: 0.304, data: 0.019) G_GAN: 2.597 G_L1: 6.558 D_real: 0.008 D_fake: 0.205 +(epoch: 78, iters: 45568, time: 0.407, data: 0.023) G_GAN: 1.847 G_L1: 3.372 D_real: 0.131 D_fake: 0.808 +(epoch: 78, iters: 45668, time: 0.304, data: 0.016) G_GAN: 2.596 G_L1: 4.336 D_real: 0.021 D_fake: 0.334 +(epoch: 78, iters: 45768, time: 0.301, data: 0.019) G_GAN: 2.728 G_L1: 4.588 D_real: 0.811 D_fake: 0.194 +(epoch: 78, iters: 45868, time: 0.309, data: 0.021) G_GAN: 3.295 G_L1: 4.044 D_real: 0.056 D_fake: 0.495 +(epoch: 78, iters: 45968, time: 0.423, data: 0.020) G_GAN: 2.642 G_L1: 4.528 D_real: 0.022 D_fake: 0.485 +(epoch: 78, iters: 46068, time: 0.293, data: 0.021) G_GAN: 2.614 G_L1: 3.625 D_real: 0.045 D_fake: 0.163 +(epoch: 78, iters: 46168, time: 0.295, data: 0.018) G_GAN: 1.429 G_L1: 4.367 D_real: 0.005 D_fake: 0.391 +(epoch: 78, iters: 46268, time: 0.306, data: 0.018) G_GAN: 2.042 G_L1: 4.106 D_real: 0.026 D_fake: 0.245 +(epoch: 78, iters: 46368, time: 0.417, data: 0.018) G_GAN: 2.608 G_L1: 4.933 D_real: 0.000 D_fake: 0.322 +(epoch: 78, iters: 46468, time: 0.297, data: 0.022) G_GAN: 1.897 G_L1: 4.880 D_real: 0.029 D_fake: 0.288 +(epoch: 78, iters: 46568, time: 0.302, data: 0.020) G_GAN: 2.552 G_L1: 4.379 D_real: 0.004 D_fake: 0.238 +(epoch: 78, iters: 46668, time: 0.295, data: 0.018) G_GAN: 2.102 G_L1: 4.938 D_real: 0.026 D_fake: 0.419 +(epoch: 78, iters: 46768, time: 0.575, data: 0.018) G_GAN: 2.172 G_L1: 4.217 D_real: 0.015 D_fake: 0.339 +(epoch: 78, iters: 46868, time: 0.302, data: 0.018) G_GAN: 2.927 G_L1: 6.698 D_real: 0.537 D_fake: 0.090 +(epoch: 78, iters: 46968, time: 0.301, data: 0.021) G_GAN: 2.380 G_L1: 5.104 D_real: 0.001 D_fake: 0.260 +(epoch: 78, iters: 47068, time: 0.305, data: 0.019) G_GAN: 1.437 G_L1: 3.693 D_real: 0.000 D_fake: 0.862 +(epoch: 78, iters: 47168, time: 0.416, data: 0.019) G_GAN: 2.986 G_L1: 4.378 D_real: 0.000 D_fake: 0.126 +(epoch: 78, iters: 47268, time: 0.295, data: 0.019) G_GAN: 2.047 G_L1: 6.952 D_real: 0.001 D_fake: 0.259 +(epoch: 78, iters: 47368, time: 0.296, data: 0.017) G_GAN: 2.958 G_L1: 5.433 D_real: 0.041 D_fake: 0.608 +(epoch: 78, iters: 47468, time: 0.295, data: 0.017) G_GAN: 1.516 G_L1: 4.190 D_real: 0.000 D_fake: 0.357 +(epoch: 78, iters: 47568, time: 0.413, data: 0.018) G_GAN: 3.063 G_L1: 4.008 D_real: 0.129 D_fake: 0.117 +(epoch: 78, iters: 47668, time: 0.282, data: 0.018) G_GAN: 2.537 G_L1: 3.922 D_real: 0.056 D_fake: 0.218 +(epoch: 78, iters: 47768, time: 0.288, data: 0.017) G_GAN: 2.099 G_L1: 4.463 D_real: 0.007 D_fake: 0.244 +(epoch: 78, iters: 47868, time: 0.300, data: 0.017) G_GAN: 1.875 G_L1: 4.366 D_real: 0.002 D_fake: 0.179 +(epoch: 78, iters: 47968, time: 0.385, data: 0.018) G_GAN: 2.447 G_L1: 3.418 D_real: 0.095 D_fake: 0.330 +(epoch: 78, iters: 48068, time: 0.302, data: 0.019) G_GAN: 2.025 G_L1: 3.741 D_real: 0.002 D_fake: 0.341 +(epoch: 78, iters: 48168, time: 0.287, data: 0.019) G_GAN: 2.398 G_L1: 5.270 D_real: 0.001 D_fake: 0.207 +(epoch: 78, iters: 48268, time: 0.296, data: 0.022) G_GAN: 2.439 G_L1: 3.772 D_real: 0.000 D_fake: 0.416 +(epoch: 78, iters: 48368, time: 0.410, data: 0.021) G_GAN: 1.669 G_L1: 4.469 D_real: 0.000 D_fake: 0.490 +(epoch: 78, iters: 48468, time: 0.304, data: 0.018) G_GAN: 2.557 G_L1: 5.724 D_real: 0.085 D_fake: 0.330 +(epoch: 78, iters: 48568, time: 0.303, data: 0.022) G_GAN: 4.397 G_L1: 6.302 D_real: 0.322 D_fake: 0.041 +(epoch: 78, iters: 48668, time: 0.300, data: 0.019) G_GAN: 4.554 G_L1: 4.542 D_real: 0.004 D_fake: 0.074 +(epoch: 78, iters: 48768, time: 0.584, data: 0.020) G_GAN: 4.574 G_L1: 4.997 D_real: 0.032 D_fake: 0.038 +(epoch: 78, iters: 48868, time: 0.302, data: 0.018) G_GAN: 3.315 G_L1: 3.051 D_real: 0.117 D_fake: 0.229 +(epoch: 78, iters: 48968, time: 0.300, data: 0.020) G_GAN: 4.069 G_L1: 3.582 D_real: 0.293 D_fake: 0.046 +(epoch: 78, iters: 49068, time: 0.296, data: 0.017) G_GAN: 2.676 G_L1: 3.723 D_real: 0.098 D_fake: 0.724 +(epoch: 78, iters: 49168, time: 0.423, data: 0.018) G_GAN: 5.442 G_L1: 4.860 D_real: 0.058 D_fake: 0.025 +(epoch: 78, iters: 49268, time: 0.295, data: 0.019) G_GAN: 2.733 G_L1: 3.201 D_real: 0.279 D_fake: 0.268 +(epoch: 78, iters: 49368, time: 0.301, data: 0.019) G_GAN: 3.859 G_L1: 3.125 D_real: 0.177 D_fake: 0.042 +(epoch: 78, iters: 49468, time: 0.308, data: 0.021) G_GAN: 2.802 G_L1: 3.349 D_real: 0.480 D_fake: 0.123 +(epoch: 78, iters: 49568, time: 0.422, data: 0.019) G_GAN: 3.205 G_L1: 4.858 D_real: 0.025 D_fake: 0.168 +(epoch: 78, iters: 49668, time: 0.296, data: 0.021) G_GAN: 3.650 G_L1: 4.220 D_real: 0.632 D_fake: 0.070 +(epoch: 78, iters: 49768, time: 0.304, data: 0.019) G_GAN: 3.203 G_L1: 4.959 D_real: 0.060 D_fake: 0.160 +(epoch: 78, iters: 49868, time: 0.303, data: 0.020) G_GAN: 4.208 G_L1: 6.057 D_real: 0.146 D_fake: 0.051 +(epoch: 78, iters: 49968, time: 0.412, data: 0.020) G_GAN: 3.305 G_L1: 3.846 D_real: 0.080 D_fake: 0.106 +(epoch: 78, iters: 50068, time: 0.304, data: 0.022) G_GAN: 4.053 G_L1: 4.213 D_real: 0.175 D_fake: 0.042 +(epoch: 78, iters: 50168, time: 0.304, data: 0.019) G_GAN: 4.777 G_L1: 4.443 D_real: 0.025 D_fake: 0.069 +(epoch: 78, iters: 50268, time: 0.301, data: 0.020) G_GAN: 3.516 G_L1: 2.975 D_real: 0.065 D_fake: 0.060 +(epoch: 78, iters: 50368, time: 0.426, data: 0.020) G_GAN: 3.957 G_L1: 6.255 D_real: 0.353 D_fake: 0.068 +(epoch: 78, iters: 50468, time: 0.295, data: 0.020) G_GAN: 3.710 G_L1: 3.964 D_real: 0.003 D_fake: 0.231 +(epoch: 78, iters: 50568, time: 0.303, data: 0.018) G_GAN: 4.227 G_L1: 5.067 D_real: 0.004 D_fake: 0.054 +(epoch: 78, iters: 50668, time: 0.304, data: 0.019) G_GAN: 3.798 G_L1: 3.175 D_real: 0.098 D_fake: 0.074 +(epoch: 78, iters: 50768, time: 0.627, data: 0.019) G_GAN: 5.380 G_L1: 4.049 D_real: 0.016 D_fake: 0.119 +(epoch: 78, iters: 50868, time: 0.302, data: 0.019) G_GAN: 5.195 G_L1: 5.551 D_real: 0.169 D_fake: 0.016 +(epoch: 78, iters: 50968, time: 0.306, data: 0.020) G_GAN: 3.784 G_L1: 6.440 D_real: 0.148 D_fake: 0.110 +(epoch: 78, iters: 51068, time: 0.298, data: 0.019) G_GAN: 7.782 G_L1: 5.333 D_real: 0.031 D_fake: 0.005 +(epoch: 78, iters: 51168, time: 0.418, data: 0.020) G_GAN: 5.318 G_L1: 3.900 D_real: 0.190 D_fake: 0.010 +(epoch: 78, iters: 51268, time: 0.304, data: 0.020) G_GAN: 1.945 G_L1: 3.567 D_real: 0.706 D_fake: 0.117 +(epoch: 78, iters: 51368, time: 0.298, data: 0.020) G_GAN: 2.544 G_L1: 2.932 D_real: 0.206 D_fake: 0.155 +(epoch: 78, iters: 51468, time: 0.302, data: 0.019) G_GAN: 2.954 G_L1: 3.568 D_real: 0.023 D_fake: 0.309 +(epoch: 78, iters: 51568, time: 0.424, data: 0.019) G_GAN: 3.113 G_L1: 2.499 D_real: 0.708 D_fake: 0.037 +(epoch: 78, iters: 51668, time: 0.295, data: 0.020) G_GAN: 3.994 G_L1: 4.427 D_real: 0.316 D_fake: 0.053 +(epoch: 78, iters: 51768, time: 0.300, data: 0.018) G_GAN: 5.086 G_L1: 3.385 D_real: 0.078 D_fake: 0.039 +(epoch: 78, iters: 51868, time: 0.293, data: 0.019) G_GAN: 4.389 G_L1: 3.964 D_real: 0.426 D_fake: 0.067 +(epoch: 78, iters: 51968, time: 0.404, data: 0.020) G_GAN: 2.380 G_L1: 3.229 D_real: 0.174 D_fake: 0.680 +(epoch: 78, iters: 52068, time: 0.286, data: 0.017) G_GAN: 5.081 G_L1: 3.892 D_real: 0.012 D_fake: 0.020 +(epoch: 78, iters: 52168, time: 0.304, data: 0.018) G_GAN: 3.648 G_L1: 2.679 D_real: 0.318 D_fake: 0.057 +(epoch: 78, iters: 52268, time: 0.304, data: 0.021) G_GAN: 3.338 G_L1: 3.928 D_real: 0.716 D_fake: 0.121 +(epoch: 78, iters: 52368, time: 0.387, data: 0.021) G_GAN: 3.629 G_L1: 5.504 D_real: 0.015 D_fake: 0.174 +(epoch: 78, iters: 52468, time: 0.294, data: 0.021) G_GAN: 3.924 G_L1: 3.655 D_real: 0.095 D_fake: 0.227 +(epoch: 78, iters: 52568, time: 0.294, data: 0.021) G_GAN: 4.181 G_L1: 4.328 D_real: 0.066 D_fake: 0.051 +(epoch: 78, iters: 52668, time: 0.304, data: 0.018) G_GAN: 4.231 G_L1: 3.902 D_real: 0.025 D_fake: 0.048 +(epoch: 78, iters: 52768, time: 0.586, data: 0.020) G_GAN: 3.719 G_L1: 3.300 D_real: 0.004 D_fake: 0.119 +(epoch: 78, iters: 52868, time: 0.305, data: 0.023) G_GAN: 5.166 G_L1: 4.937 D_real: 0.008 D_fake: 0.031 +(epoch: 78, iters: 52968, time: 0.292, data: 0.019) G_GAN: 3.565 G_L1: 4.116 D_real: 0.040 D_fake: 0.080 +(epoch: 78, iters: 53068, time: 0.305, data: 0.019) G_GAN: 4.481 G_L1: 4.414 D_real: 0.012 D_fake: 0.060 +(epoch: 78, iters: 53168, time: 0.424, data: 0.019) G_GAN: 3.748 G_L1: 4.884 D_real: 0.239 D_fake: 0.069 +(epoch: 78, iters: 53268, time: 0.295, data: 0.022) G_GAN: 3.825 G_L1: 3.263 D_real: 0.047 D_fake: 0.119 +(epoch: 78, iters: 53368, time: 0.291, data: 0.019) G_GAN: 4.526 G_L1: 5.516 D_real: 0.002 D_fake: 0.132 +(epoch: 78, iters: 53468, time: 0.295, data: 0.019) G_GAN: 5.036 G_L1: 4.146 D_real: 0.059 D_fake: 0.013 +(epoch: 78, iters: 53568, time: 0.423, data: 0.019) G_GAN: 5.135 G_L1: 5.464 D_real: 0.015 D_fake: 0.024 +(epoch: 78, iters: 53668, time: 0.300, data: 0.019) G_GAN: 3.627 G_L1: 4.050 D_real: 0.204 D_fake: 0.262 +(epoch: 78, iters: 53768, time: 0.301, data: 0.020) G_GAN: 4.274 G_L1: 3.471 D_real: 0.058 D_fake: 0.047 +(epoch: 78, iters: 53868, time: 0.302, data: 0.020) G_GAN: 3.918 G_L1: 4.065 D_real: 0.117 D_fake: 0.091 +(epoch: 78, iters: 53968, time: 0.412, data: 0.020) G_GAN: 4.309 G_L1: 3.742 D_real: 0.354 D_fake: 0.018 +(epoch: 78, iters: 54068, time: 0.301, data: 0.020) G_GAN: 4.038 G_L1: 4.190 D_real: 0.001 D_fake: 0.053 +(epoch: 78, iters: 54168, time: 0.301, data: 0.019) G_GAN: 4.009 G_L1: 3.500 D_real: 0.043 D_fake: 0.113 +(epoch: 78, iters: 54268, time: 0.295, data: 0.019) G_GAN: 4.558 G_L1: 3.885 D_real: 0.015 D_fake: 0.207 +(epoch: 78, iters: 54368, time: 0.388, data: 0.021) G_GAN: 3.723 G_L1: 3.339 D_real: 0.004 D_fake: 0.102 +(epoch: 78, iters: 54468, time: 0.295, data: 0.019) G_GAN: 4.701 G_L1: 3.802 D_real: 0.039 D_fake: 0.025 +(epoch: 78, iters: 54568, time: 0.299, data: 0.019) G_GAN: 5.779 G_L1: 4.119 D_real: 0.074 D_fake: 0.034 +(epoch: 78, iters: 54668, time: 0.296, data: 0.020) G_GAN: 4.364 G_L1: 3.793 D_real: 0.010 D_fake: 0.072 +(epoch: 78, iters: 54768, time: 0.597, data: 0.019) G_GAN: 5.234 G_L1: 6.998 D_real: 0.055 D_fake: 0.059 +(epoch: 78, iters: 54868, time: 0.281, data: 0.020) G_GAN: 3.664 G_L1: 3.263 D_real: 0.148 D_fake: 0.070 +(epoch: 78, iters: 54968, time: 0.293, data: 0.018) G_GAN: 4.345 G_L1: 4.945 D_real: 0.439 D_fake: 0.301 +(epoch: 78, iters: 55068, time: 0.297, data: 0.020) G_GAN: 4.638 G_L1: 3.993 D_real: 0.030 D_fake: 0.097 +(epoch: 78, iters: 55168, time: 0.413, data: 0.018) G_GAN: 4.024 G_L1: 4.577 D_real: 0.070 D_fake: 0.054 +(epoch: 78, iters: 55268, time: 0.304, data: 0.020) G_GAN: 4.065 G_L1: 3.846 D_real: 0.064 D_fake: 0.071 +(epoch: 78, iters: 55368, time: 0.301, data: 0.019) G_GAN: 5.474 G_L1: 4.794 D_real: 0.035 D_fake: 0.025 +(epoch: 78, iters: 55468, time: 0.295, data: 0.021) G_GAN: 4.564 G_L1: 4.175 D_real: 0.156 D_fake: 0.083 +(epoch: 78, iters: 55568, time: 0.416, data: 0.019) G_GAN: 3.863 G_L1: 6.117 D_real: 0.011 D_fake: 0.093 +(epoch: 78, iters: 55668, time: 0.308, data: 0.021) G_GAN: 7.146 G_L1: 4.880 D_real: 0.030 D_fake: 0.024 +(epoch: 78, iters: 55768, time: 0.276, data: 0.019) G_GAN: 3.921 G_L1: 4.072 D_real: 0.002 D_fake: 0.296 +(epoch: 78, iters: 55868, time: 0.304, data: 0.019) G_GAN: 4.956 G_L1: 2.917 D_real: 0.062 D_fake: 0.035 +(epoch: 78, iters: 55968, time: 0.419, data: 0.020) G_GAN: 3.570 G_L1: 3.463 D_real: 0.196 D_fake: 0.201 +(epoch: 78, iters: 56068, time: 0.301, data: 0.020) G_GAN: 6.536 G_L1: 5.708 D_real: 0.051 D_fake: 0.006 +(epoch: 78, iters: 56168, time: 0.303, data: 0.020) G_GAN: 3.858 G_L1: 3.517 D_real: 0.003 D_fake: 0.057 +(epoch: 78, iters: 56268, time: 0.297, data: 0.022) G_GAN: 5.063 G_L1: 4.219 D_real: 0.027 D_fake: 0.042 +(epoch: 78, iters: 56368, time: 0.391, data: 0.020) G_GAN: 4.720 G_L1: 4.054 D_real: 0.108 D_fake: 0.054 +(epoch: 78, iters: 56468, time: 0.293, data: 0.018) G_GAN: 3.938 G_L1: 5.027 D_real: 0.238 D_fake: 0.053 +(epoch: 78, iters: 56568, time: 0.298, data: 0.019) G_GAN: 4.217 G_L1: 3.054 D_real: 0.048 D_fake: 0.213 +(epoch: 78, iters: 56668, time: 0.301, data: 0.018) G_GAN: 5.107 G_L1: 5.146 D_real: 0.001 D_fake: 0.024 +(epoch: 78, iters: 56768, time: 0.577, data: 0.021) G_GAN: 6.685 G_L1: 5.386 D_real: 0.148 D_fake: 0.024 +(epoch: 78, iters: 56868, time: 0.294, data: 0.019) G_GAN: 4.529 G_L1: 3.777 D_real: 0.595 D_fake: 0.062 +(epoch: 78, iters: 56968, time: 0.298, data: 0.019) G_GAN: 5.025 G_L1: 4.004 D_real: 0.027 D_fake: 0.143 +(epoch: 78, iters: 57068, time: 0.301, data: 0.020) G_GAN: 4.034 G_L1: 2.889 D_real: 0.162 D_fake: 0.029 +(epoch: 78, iters: 57168, time: 0.404, data: 0.020) G_GAN: 6.553 G_L1: 9.663 D_real: 0.023 D_fake: 0.009 +(epoch: 78, iters: 57268, time: 0.303, data: 0.018) G_GAN: 5.590 G_L1: 4.000 D_real: 0.097 D_fake: 0.010 +(epoch: 78, iters: 57368, time: 0.298, data: 0.019) G_GAN: 5.331 G_L1: 9.635 D_real: 0.122 D_fake: 0.020 +(epoch: 78, iters: 57468, time: 0.295, data: 0.019) G_GAN: 5.937 G_L1: 4.973 D_real: 0.035 D_fake: 0.014 +(epoch: 78, iters: 57568, time: 0.413, data: 0.018) G_GAN: 4.222 G_L1: 6.438 D_real: 0.108 D_fake: 0.068 +(epoch: 78, iters: 57668, time: 0.309, data: 0.019) G_GAN: 6.226 G_L1: 6.156 D_real: 0.040 D_fake: 0.012 +(epoch: 78, iters: 57768, time: 0.303, data: 0.021) G_GAN: 5.642 G_L1: 5.612 D_real: 0.321 D_fake: 0.028 +(epoch: 78, iters: 57868, time: 0.301, data: 0.018) G_GAN: 4.421 G_L1: 3.191 D_real: 0.022 D_fake: 0.045 +(epoch: 78, iters: 57968, time: 0.398, data: 0.019) G_GAN: 5.421 G_L1: 4.230 D_real: 0.058 D_fake: 0.083 +(epoch: 78, iters: 58068, time: 0.302, data: 0.019) G_GAN: 4.626 G_L1: 4.244 D_real: 0.002 D_fake: 0.048 +(epoch: 78, iters: 58168, time: 0.303, data: 0.019) G_GAN: 4.964 G_L1: 3.927 D_real: 0.010 D_fake: 0.027 +(epoch: 78, iters: 58268, time: 0.301, data: 0.019) G_GAN: 4.750 G_L1: 3.910 D_real: 0.028 D_fake: 0.020 +(epoch: 78, iters: 58368, time: 0.406, data: 0.020) G_GAN: 5.019 G_L1: 3.378 D_real: 0.048 D_fake: 0.150 +(epoch: 78, iters: 58468, time: 0.302, data: 0.019) G_GAN: 5.065 G_L1: 6.056 D_real: 0.066 D_fake: 0.029 +(epoch: 78, iters: 58568, time: 0.300, data: 0.019) G_GAN: 5.896 G_L1: 3.634 D_real: 0.007 D_fake: 0.048 +(epoch: 78, iters: 58668, time: 0.300, data: 0.018) G_GAN: 6.586 G_L1: 5.560 D_real: 0.001 D_fake: 0.018 +(epoch: 78, iters: 58768, time: 0.607, data: 0.019) G_GAN: 5.179 G_L1: 4.967 D_real: 0.047 D_fake: 0.026 +(epoch: 78, iters: 58868, time: 0.296, data: 0.020) G_GAN: 6.684 G_L1: 6.716 D_real: 0.027 D_fake: 0.010 +(epoch: 78, iters: 58968, time: 0.294, data: 0.020) G_GAN: 6.456 G_L1: 5.350 D_real: 0.295 D_fake: 0.006 +(epoch: 78, iters: 59068, time: 0.288, data: 0.019) G_GAN: 5.369 G_L1: 3.431 D_real: 0.291 D_fake: 0.020 +(epoch: 78, iters: 59168, time: 0.412, data: 0.017) G_GAN: 4.999 G_L1: 5.088 D_real: 0.032 D_fake: 0.039 +(epoch: 78, iters: 59268, time: 0.290, data: 0.018) G_GAN: 5.091 G_L1: 4.549 D_real: 0.046 D_fake: 0.244 +(epoch: 78, iters: 59368, time: 0.294, data: 0.019) G_GAN: 4.708 G_L1: 3.599 D_real: 0.028 D_fake: 0.038 +(epoch: 78, iters: 59468, time: 0.294, data: 0.019) G_GAN: 5.178 G_L1: 4.202 D_real: 0.009 D_fake: 0.018 +(epoch: 78, iters: 59568, time: 0.403, data: 0.022) G_GAN: 4.252 G_L1: 3.605 D_real: 0.011 D_fake: 0.048 +(epoch: 78, iters: 59668, time: 0.290, data: 0.017) G_GAN: 4.452 G_L1: 3.034 D_real: 0.037 D_fake: 0.056 +(epoch: 78, iters: 59768, time: 0.297, data: 0.018) G_GAN: 4.896 G_L1: 3.946 D_real: 0.002 D_fake: 0.051 +(epoch: 78, iters: 59868, time: 0.292, data: 0.019) G_GAN: 3.482 G_L1: 3.235 D_real: 0.016 D_fake: 0.270 +(epoch: 78, iters: 59968, time: 0.424, data: 0.018) G_GAN: 4.232 G_L1: 6.390 D_real: 0.018 D_fake: 0.280 +(epoch: 79, iters: 52, time: 0.292, data: 0.019) G_GAN: 5.559 G_L1: 5.779 D_real: 0.021 D_fake: 0.018 +(epoch: 79, iters: 152, time: 0.290, data: 0.017) G_GAN: 5.073 G_L1: 2.931 D_real: 0.030 D_fake: 0.021 +(epoch: 79, iters: 252, time: 0.301, data: 0.018) G_GAN: 4.613 G_L1: 4.764 D_real: 0.004 D_fake: 0.207 +(epoch: 79, iters: 352, time: 0.585, data: 0.019) G_GAN: 5.512 G_L1: 4.223 D_real: 0.109 D_fake: 0.026 +(epoch: 79, iters: 452, time: 0.297, data: 0.019) G_GAN: 4.648 G_L1: 4.145 D_real: 0.003 D_fake: 0.532 +(epoch: 79, iters: 552, time: 0.303, data: 0.020) G_GAN: 7.235 G_L1: 3.323 D_real: 0.027 D_fake: 0.012 +(epoch: 79, iters: 652, time: 0.294, data: 0.021) G_GAN: 5.323 G_L1: 4.479 D_real: 0.065 D_fake: 0.017 +(epoch: 79, iters: 752, time: 0.561, data: 0.020) G_GAN: 7.494 G_L1: 4.804 D_real: 0.022 D_fake: 0.002 +(epoch: 79, iters: 852, time: 0.299, data: 0.018) G_GAN: 5.944 G_L1: 3.767 D_real: 0.025 D_fake: 0.025 +(epoch: 79, iters: 952, time: 0.297, data: 0.019) G_GAN: 4.980 G_L1: 3.587 D_real: 0.325 D_fake: 0.014 +(epoch: 79, iters: 1052, time: 0.297, data: 0.019) G_GAN: 3.799 G_L1: 3.289 D_real: 0.016 D_fake: 0.319 +(epoch: 79, iters: 1152, time: 0.401, data: 0.020) G_GAN: 5.533 G_L1: 3.661 D_real: 0.029 D_fake: 0.008 +(epoch: 79, iters: 1252, time: 0.300, data: 0.019) G_GAN: 6.219 G_L1: 2.937 D_real: 0.046 D_fake: 0.111 +(epoch: 79, iters: 1352, time: 0.304, data: 0.020) G_GAN: 6.155 G_L1: 3.931 D_real: 0.105 D_fake: 0.006 +(epoch: 79, iters: 1452, time: 0.287, data: 0.020) G_GAN: 4.300 G_L1: 3.686 D_real: 0.011 D_fake: 0.059 +(epoch: 79, iters: 1552, time: 0.401, data: 0.020) G_GAN: 4.256 G_L1: 6.975 D_real: 0.011 D_fake: 0.101 +(epoch: 79, iters: 1652, time: 0.295, data: 0.017) G_GAN: 3.859 G_L1: 3.725 D_real: 0.060 D_fake: 0.053 +(epoch: 79, iters: 1752, time: 0.290, data: 0.021) G_GAN: 3.503 G_L1: 5.025 D_real: 0.146 D_fake: 0.076 +(epoch: 79, iters: 1852, time: 0.280, data: 0.020) G_GAN: 4.617 G_L1: 3.732 D_real: 0.172 D_fake: 0.042 +(epoch: 79, iters: 1952, time: 0.384, data: 0.018) G_GAN: 4.474 G_L1: 3.391 D_real: 0.160 D_fake: 0.049 +(epoch: 79, iters: 2052, time: 0.293, data: 0.019) G_GAN: 4.592 G_L1: 3.783 D_real: 0.006 D_fake: 0.035 +(epoch: 79, iters: 2152, time: 0.297, data: 0.022) G_GAN: 5.428 G_L1: 5.175 D_real: 0.062 D_fake: 0.033 +(epoch: 79, iters: 2252, time: 0.279, data: 0.020) G_GAN: 4.737 G_L1: 3.024 D_real: 0.001 D_fake: 0.044 +(epoch: 79, iters: 2352, time: 0.403, data: 0.017) G_GAN: 6.851 G_L1: 4.749 D_real: 0.344 D_fake: 0.010 +(epoch: 79, iters: 2452, time: 0.295, data: 0.020) G_GAN: 6.685 G_L1: 5.776 D_real: 0.044 D_fake: 0.040 +(epoch: 79, iters: 2552, time: 0.296, data: 0.020) G_GAN: 3.849 G_L1: 3.805 D_real: 0.163 D_fake: 0.123 +(epoch: 79, iters: 2652, time: 0.290, data: 0.020) G_GAN: 7.441 G_L1: 4.272 D_real: 0.023 D_fake: 0.004 +(epoch: 79, iters: 2752, time: 0.622, data: 0.020) G_GAN: 6.161 G_L1: 6.154 D_real: 0.028 D_fake: 0.009 +(epoch: 79, iters: 2852, time: 0.296, data: 0.019) G_GAN: 7.176 G_L1: 3.072 D_real: 0.048 D_fake: 0.012 +(epoch: 79, iters: 2952, time: 0.293, data: 0.022) G_GAN: 4.487 G_L1: 3.113 D_real: 0.011 D_fake: 0.125 +(epoch: 79, iters: 3052, time: 0.293, data: 0.022) G_GAN: 3.728 G_L1: 3.440 D_real: 0.004 D_fake: 0.123 +(epoch: 79, iters: 3152, time: 0.417, data: 0.019) G_GAN: 6.143 G_L1: 5.367 D_real: 0.020 D_fake: 0.006 +(epoch: 79, iters: 3252, time: 0.293, data: 0.021) G_GAN: 5.371 G_L1: 5.072 D_real: 0.008 D_fake: 0.032 +(epoch: 79, iters: 3352, time: 0.290, data: 0.019) G_GAN: 4.584 G_L1: 4.043 D_real: 0.008 D_fake: 0.069 +(epoch: 79, iters: 3452, time: 0.297, data: 0.021) G_GAN: 4.565 G_L1: 5.461 D_real: 0.021 D_fake: 0.031 +(epoch: 79, iters: 3552, time: 0.404, data: 0.019) G_GAN: 4.831 G_L1: 4.380 D_real: 0.019 D_fake: 0.054 +(epoch: 79, iters: 3652, time: 0.295, data: 0.018) G_GAN: 4.354 G_L1: 4.234 D_real: 0.047 D_fake: 0.031 +(epoch: 79, iters: 3752, time: 0.292, data: 0.019) G_GAN: 3.907 G_L1: 3.719 D_real: 0.022 D_fake: 0.088 +(epoch: 79, iters: 3852, time: 0.297, data: 0.020) G_GAN: 4.234 G_L1: 4.417 D_real: 0.002 D_fake: 0.115 +(epoch: 79, iters: 3952, time: 0.408, data: 0.019) G_GAN: 7.191 G_L1: 3.996 D_real: 0.006 D_fake: 0.010 +(epoch: 79, iters: 4052, time: 0.288, data: 0.020) G_GAN: 5.457 G_L1: 4.525 D_real: 0.004 D_fake: 0.026 +(epoch: 79, iters: 4152, time: 0.297, data: 0.018) G_GAN: 4.901 G_L1: 5.271 D_real: 0.151 D_fake: 0.026 +(epoch: 79, iters: 4252, time: 0.290, data: 0.019) G_GAN: 6.651 G_L1: 4.888 D_real: 0.000 D_fake: 0.014 +(epoch: 79, iters: 4352, time: 0.418, data: 0.022) G_GAN: 4.679 G_L1: 4.305 D_real: 0.001 D_fake: 0.073 +(epoch: 79, iters: 4452, time: 0.305, data: 0.018) G_GAN: 6.129 G_L1: 5.775 D_real: 0.000 D_fake: 0.021 +(epoch: 79, iters: 4552, time: 0.296, data: 0.021) G_GAN: 7.664 G_L1: 6.072 D_real: 0.116 D_fake: 0.001 +(epoch: 79, iters: 4652, time: 0.306, data: 0.018) G_GAN: 6.981 G_L1: 4.950 D_real: 0.140 D_fake: 0.010 +(epoch: 79, iters: 4752, time: 0.622, data: 0.019) G_GAN: 5.749 G_L1: 4.716 D_real: 0.010 D_fake: 0.013 +(epoch: 79, iters: 4852, time: 0.291, data: 0.019) G_GAN: 5.340 G_L1: 3.694 D_real: 0.008 D_fake: 0.027 +(epoch: 79, iters: 4952, time: 0.295, data: 0.019) G_GAN: 6.952 G_L1: 3.684 D_real: 0.033 D_fake: 0.005 +(epoch: 79, iters: 5052, time: 0.288, data: 0.020) G_GAN: 5.722 G_L1: 3.675 D_real: 0.035 D_fake: 0.013 +(epoch: 79, iters: 5152, time: 0.403, data: 0.018) G_GAN: 5.890 G_L1: 5.782 D_real: 0.002 D_fake: 0.030 +(epoch: 79, iters: 5252, time: 0.297, data: 0.016) G_GAN: 7.332 G_L1: 4.557 D_real: 0.025 D_fake: 0.005 +(epoch: 79, iters: 5352, time: 0.302, data: 0.017) G_GAN: 4.288 G_L1: 3.677 D_real: 0.203 D_fake: 0.030 +(epoch: 79, iters: 5452, time: 0.301, data: 0.018) G_GAN: 4.437 G_L1: 3.650 D_real: 0.004 D_fake: 0.093 +(epoch: 79, iters: 5552, time: 0.422, data: 0.020) G_GAN: 4.332 G_L1: 3.945 D_real: 0.236 D_fake: 0.034 +(epoch: 79, iters: 5652, time: 0.301, data: 0.022) G_GAN: 4.410 G_L1: 5.967 D_real: 0.016 D_fake: 0.078 +(epoch: 79, iters: 5752, time: 0.297, data: 0.019) G_GAN: 5.034 G_L1: 3.715 D_real: 0.093 D_fake: 0.032 +(epoch: 79, iters: 5852, time: 0.302, data: 0.018) G_GAN: 3.153 G_L1: 3.292 D_real: 1.008 D_fake: 0.015 +(epoch: 79, iters: 5952, time: 0.405, data: 0.021) G_GAN: 5.773 G_L1: 4.602 D_real: 0.024 D_fake: 0.017 +(epoch: 79, iters: 6052, time: 0.295, data: 0.018) G_GAN: 5.898 G_L1: 2.794 D_real: 0.313 D_fake: 0.013 +(epoch: 79, iters: 6152, time: 0.299, data: 0.018) G_GAN: 5.375 G_L1: 3.982 D_real: 0.083 D_fake: 0.024 +(epoch: 79, iters: 6252, time: 0.306, data: 0.020) G_GAN: 5.764 G_L1: 4.091 D_real: 0.198 D_fake: 0.025 +(epoch: 79, iters: 6352, time: 0.387, data: 0.018) G_GAN: 6.510 G_L1: 4.289 D_real: 0.000 D_fake: 0.010 +(epoch: 79, iters: 6452, time: 0.306, data: 0.018) G_GAN: 5.874 G_L1: 6.207 D_real: 0.027 D_fake: 0.058 +(epoch: 79, iters: 6552, time: 0.291, data: 0.019) G_GAN: 7.429 G_L1: 6.486 D_real: 0.094 D_fake: 0.028 +(epoch: 79, iters: 6652, time: 0.294, data: 0.018) G_GAN: 4.887 G_L1: 4.334 D_real: 0.059 D_fake: 0.057 +(epoch: 79, iters: 6752, time: 0.604, data: 0.018) G_GAN: 5.682 G_L1: 4.297 D_real: 0.013 D_fake: 0.038 +(epoch: 79, iters: 6852, time: 0.296, data: 0.018) G_GAN: 4.409 G_L1: 4.454 D_real: 0.224 D_fake: 0.047 +(epoch: 79, iters: 6952, time: 0.302, data: 0.018) G_GAN: 4.403 G_L1: 3.853 D_real: 0.018 D_fake: 0.028 +(epoch: 79, iters: 7052, time: 0.301, data: 0.019) G_GAN: 5.365 G_L1: 6.949 D_real: 0.087 D_fake: 0.060 +(epoch: 79, iters: 7152, time: 0.390, data: 0.018) G_GAN: 3.790 G_L1: 4.496 D_real: 0.109 D_fake: 0.103 +(epoch: 79, iters: 7252, time: 0.290, data: 0.018) G_GAN: 5.438 G_L1: 3.848 D_real: 0.075 D_fake: 0.288 +(epoch: 79, iters: 7352, time: 0.288, data: 0.018) G_GAN: 3.387 G_L1: 5.127 D_real: 0.000 D_fake: 0.175 +(epoch: 79, iters: 7452, time: 0.283, data: 0.019) G_GAN: 5.518 G_L1: 4.346 D_real: 0.005 D_fake: 0.040 +(epoch: 79, iters: 7552, time: 0.419, data: 0.016) G_GAN: 4.616 G_L1: 7.559 D_real: 0.000 D_fake: 0.047 +(epoch: 79, iters: 7652, time: 0.292, data: 0.018) G_GAN: 3.356 G_L1: 3.083 D_real: 0.050 D_fake: 0.213 +(epoch: 79, iters: 7752, time: 0.302, data: 0.020) G_GAN: 4.710 G_L1: 3.610 D_real: 0.013 D_fake: 0.027 +(epoch: 79, iters: 7852, time: 0.293, data: 0.019) G_GAN: 4.597 G_L1: 7.144 D_real: 0.010 D_fake: 0.084 +(epoch: 79, iters: 7952, time: 0.376, data: 0.020) G_GAN: 4.854 G_L1: 3.726 D_real: 0.085 D_fake: 0.057 +(epoch: 79, iters: 8052, time: 0.303, data: 0.017) G_GAN: 3.332 G_L1: 2.849 D_real: 0.216 D_fake: 0.093 +(epoch: 79, iters: 8152, time: 0.296, data: 0.019) G_GAN: 3.972 G_L1: 5.838 D_real: 0.164 D_fake: 0.045 +(epoch: 79, iters: 8252, time: 0.297, data: 0.017) G_GAN: 4.770 G_L1: 2.395 D_real: 0.032 D_fake: 0.060 +(epoch: 79, iters: 8352, time: 0.416, data: 0.018) G_GAN: 5.935 G_L1: 3.756 D_real: 0.000 D_fake: 0.015 +(epoch: 79, iters: 8452, time: 0.287, data: 0.018) G_GAN: 4.042 G_L1: 3.510 D_real: 0.036 D_fake: 0.196 +(epoch: 79, iters: 8552, time: 0.301, data: 0.016) G_GAN: 7.857 G_L1: 4.093 D_real: 0.135 D_fake: 0.001 +(epoch: 79, iters: 8652, time: 0.299, data: 0.019) G_GAN: 5.195 G_L1: 4.570 D_real: 0.083 D_fake: 0.016 +(epoch: 79, iters: 8752, time: 0.597, data: 0.018) G_GAN: 3.888 G_L1: 3.956 D_real: 0.015 D_fake: 0.176 +(epoch: 79, iters: 8852, time: 0.297, data: 0.019) G_GAN: 4.265 G_L1: 3.674 D_real: 0.058 D_fake: 0.060 +(epoch: 79, iters: 8952, time: 0.295, data: 0.018) G_GAN: 5.702 G_L1: 3.979 D_real: 0.248 D_fake: 0.017 +(epoch: 79, iters: 9052, time: 0.301, data: 0.020) G_GAN: 4.930 G_L1: 2.888 D_real: 0.024 D_fake: 0.087 +(epoch: 79, iters: 9152, time: 0.414, data: 0.020) G_GAN: 5.856 G_L1: 7.093 D_real: 0.087 D_fake: 0.011 +(epoch: 79, iters: 9252, time: 0.291, data: 0.018) G_GAN: 4.279 G_L1: 9.987 D_real: 0.054 D_fake: 0.038 +(epoch: 79, iters: 9352, time: 0.302, data: 0.018) G_GAN: 5.531 G_L1: 5.900 D_real: 0.010 D_fake: 0.156 +(epoch: 79, iters: 9452, time: 0.292, data: 0.018) G_GAN: 4.129 G_L1: 3.079 D_real: 0.060 D_fake: 0.109 +(epoch: 79, iters: 9552, time: 0.424, data: 0.018) G_GAN: 4.229 G_L1: 4.430 D_real: 0.032 D_fake: 0.057 +(epoch: 79, iters: 9652, time: 0.296, data: 0.018) G_GAN: 5.271 G_L1: 4.046 D_real: 0.093 D_fake: 0.015 +(epoch: 79, iters: 9752, time: 0.295, data: 0.018) G_GAN: 3.099 G_L1: 3.684 D_real: 0.234 D_fake: 0.156 +(epoch: 79, iters: 9852, time: 0.298, data: 0.018) G_GAN: 4.028 G_L1: 4.638 D_real: 0.106 D_fake: 0.081 +(epoch: 79, iters: 9952, time: 0.397, data: 0.020) G_GAN: 4.018 G_L1: 3.754 D_real: 0.034 D_fake: 0.092 +(epoch: 79, iters: 10052, time: 0.300, data: 0.018) G_GAN: 4.907 G_L1: 2.887 D_real: 0.027 D_fake: 0.231 +(epoch: 79, iters: 10152, time: 0.294, data: 0.018) G_GAN: 4.345 G_L1: 3.451 D_real: 0.005 D_fake: 0.129 +(epoch: 79, iters: 10252, time: 0.299, data: 0.018) G_GAN: 4.737 G_L1: 6.394 D_real: 0.016 D_fake: 0.025 +(epoch: 79, iters: 10352, time: 0.391, data: 0.019) G_GAN: 5.429 G_L1: 3.125 D_real: 0.176 D_fake: 0.171 +(epoch: 79, iters: 10452, time: 0.292, data: 0.015) G_GAN: 4.850 G_L1: 4.294 D_real: 0.157 D_fake: 0.140 +(epoch: 79, iters: 10552, time: 0.290, data: 0.019) G_GAN: 3.803 G_L1: 2.291 D_real: 0.014 D_fake: 0.363 +(epoch: 79, iters: 10652, time: 0.291, data: 0.019) G_GAN: 5.041 G_L1: 5.133 D_real: 0.042 D_fake: 0.143 +(epoch: 79, iters: 10752, time: 0.597, data: 0.018) G_GAN: 4.153 G_L1: 4.043 D_real: 0.313 D_fake: 0.106 +(epoch: 79, iters: 10852, time: 0.279, data: 0.016) G_GAN: 5.655 G_L1: 4.662 D_real: 0.001 D_fake: 0.031 +(epoch: 79, iters: 10952, time: 0.289, data: 0.017) G_GAN: 4.705 G_L1: 4.322 D_real: 0.094 D_fake: 0.037 +(epoch: 79, iters: 11052, time: 0.290, data: 0.017) G_GAN: 5.492 G_L1: 5.705 D_real: 0.104 D_fake: 0.018 +(epoch: 79, iters: 11152, time: 0.404, data: 0.017) G_GAN: 7.242 G_L1: 3.442 D_real: 0.003 D_fake: 0.033 +(epoch: 79, iters: 11252, time: 0.274, data: 0.016) G_GAN: 7.812 G_L1: 4.683 D_real: 0.066 D_fake: 0.024 +(epoch: 79, iters: 11352, time: 0.295, data: 0.015) G_GAN: 5.207 G_L1: 3.293 D_real: 0.262 D_fake: 0.014 +(epoch: 79, iters: 11452, time: 0.309, data: 0.020) G_GAN: 4.650 G_L1: 3.355 D_real: 0.009 D_fake: 0.185 +(epoch: 79, iters: 11552, time: 0.406, data: 0.020) G_GAN: 4.470 G_L1: 3.234 D_real: 0.014 D_fake: 0.094 +(epoch: 79, iters: 11652, time: 0.290, data: 0.018) G_GAN: 4.343 G_L1: 3.384 D_real: 0.286 D_fake: 0.015 +(epoch: 79, iters: 11752, time: 0.284, data: 0.018) G_GAN: 4.637 G_L1: 1.704 D_real: 0.049 D_fake: 0.028 +(epoch: 79, iters: 11852, time: 0.294, data: 0.016) G_GAN: 7.415 G_L1: 2.888 D_real: 0.173 D_fake: 0.005 +(epoch: 79, iters: 11952, time: 0.390, data: 0.020) G_GAN: 6.099 G_L1: 4.290 D_real: 0.001 D_fake: 0.020 +(epoch: 79, iters: 12052, time: 0.294, data: 0.019) G_GAN: 5.446 G_L1: 4.821 D_real: 0.322 D_fake: 0.033 +(epoch: 79, iters: 12152, time: 0.301, data: 0.017) G_GAN: 6.209 G_L1: 3.510 D_real: 0.132 D_fake: 0.007 +(epoch: 79, iters: 12252, time: 0.287, data: 0.018) G_GAN: 6.276 G_L1: 4.712 D_real: 0.295 D_fake: 0.015 +(epoch: 79, iters: 12352, time: 0.397, data: 0.018) G_GAN: 4.478 G_L1: 4.106 D_real: 0.000 D_fake: 0.205 +(epoch: 79, iters: 12452, time: 0.280, data: 0.015) G_GAN: 4.474 G_L1: 4.252 D_real: 0.254 D_fake: 0.024 +(epoch: 79, iters: 12552, time: 0.291, data: 0.016) G_GAN: 4.522 G_L1: 5.358 D_real: 0.004 D_fake: 0.050 +(epoch: 79, iters: 12652, time: 0.294, data: 0.017) G_GAN: 4.727 G_L1: 3.384 D_real: 0.110 D_fake: 0.034 +(epoch: 79, iters: 12752, time: 0.572, data: 0.018) G_GAN: 3.973 G_L1: 3.123 D_real: 0.152 D_fake: 0.098 +(epoch: 79, iters: 12852, time: 0.296, data: 0.020) G_GAN: 3.930 G_L1: 3.748 D_real: 0.207 D_fake: 0.064 +(epoch: 79, iters: 12952, time: 0.293, data: 0.018) G_GAN: 4.485 G_L1: 4.703 D_real: 0.024 D_fake: 0.099 +(epoch: 79, iters: 13052, time: 0.304, data: 0.019) G_GAN: 3.041 G_L1: 3.826 D_real: 0.033 D_fake: 0.194 +(epoch: 79, iters: 13152, time: 0.402, data: 0.021) G_GAN: 3.577 G_L1: 3.502 D_real: 0.028 D_fake: 0.118 +(epoch: 79, iters: 13252, time: 0.300, data: 0.018) G_GAN: 4.768 G_L1: 3.332 D_real: 0.192 D_fake: 0.057 +(epoch: 79, iters: 13352, time: 0.288, data: 0.018) G_GAN: 4.638 G_L1: 3.452 D_real: 0.039 D_fake: 0.034 +(epoch: 79, iters: 13452, time: 0.293, data: 0.019) G_GAN: 3.732 G_L1: 2.940 D_real: 0.067 D_fake: 0.075 +(epoch: 79, iters: 13552, time: 0.412, data: 0.018) G_GAN: 3.689 G_L1: 3.620 D_real: 0.465 D_fake: 0.076 +(epoch: 79, iters: 13652, time: 0.280, data: 0.017) G_GAN: 5.653 G_L1: 3.865 D_real: 0.016 D_fake: 0.016 +(epoch: 79, iters: 13752, time: 0.287, data: 0.018) G_GAN: 3.128 G_L1: 3.936 D_real: 0.022 D_fake: 0.131 +(epoch: 79, iters: 13852, time: 0.304, data: 0.021) G_GAN: 3.825 G_L1: 4.345 D_real: 0.034 D_fake: 0.061 +(epoch: 79, iters: 13952, time: 0.416, data: 0.020) G_GAN: 4.372 G_L1: 3.748 D_real: 0.011 D_fake: 0.024 +(epoch: 79, iters: 14052, time: 0.299, data: 0.018) G_GAN: 6.892 G_L1: 3.747 D_real: 0.020 D_fake: 0.011 +(epoch: 79, iters: 14152, time: 0.298, data: 0.020) G_GAN: 3.224 G_L1: 3.691 D_real: 0.427 D_fake: 0.055 +(epoch: 79, iters: 14252, time: 0.293, data: 0.022) G_GAN: 3.730 G_L1: 3.943 D_real: 0.020 D_fake: 0.116 +(epoch: 79, iters: 14352, time: 0.423, data: 0.019) G_GAN: 4.360 G_L1: 8.203 D_real: 0.221 D_fake: 0.257 +(epoch: 79, iters: 14452, time: 0.304, data: 0.020) G_GAN: 6.116 G_L1: 3.877 D_real: 0.014 D_fake: 0.013 +(epoch: 79, iters: 14552, time: 0.296, data: 0.022) G_GAN: 4.147 G_L1: 4.050 D_real: 0.010 D_fake: 0.188 +(epoch: 79, iters: 14652, time: 0.293, data: 0.020) G_GAN: 2.953 G_L1: 3.416 D_real: 0.291 D_fake: 0.116 +(epoch: 79, iters: 14752, time: 0.631, data: 0.018) G_GAN: 5.935 G_L1: 4.633 D_real: 0.039 D_fake: 0.039 +(epoch: 79, iters: 14852, time: 0.293, data: 0.018) G_GAN: 3.399 G_L1: 4.093 D_real: 0.209 D_fake: 0.458 +(epoch: 79, iters: 14952, time: 0.292, data: 0.018) G_GAN: 4.429 G_L1: 4.531 D_real: 0.021 D_fake: 0.098 +(epoch: 79, iters: 15052, time: 0.293, data: 0.020) G_GAN: 3.998 G_L1: 3.411 D_real: 0.232 D_fake: 0.106 +(epoch: 79, iters: 15152, time: 0.422, data: 0.020) G_GAN: 4.720 G_L1: 6.887 D_real: 0.003 D_fake: 0.032 +(epoch: 79, iters: 15252, time: 0.299, data: 0.019) G_GAN: 3.594 G_L1: 5.292 D_real: 1.116 D_fake: 0.023 +(epoch: 79, iters: 15352, time: 0.290, data: 0.020) G_GAN: 2.966 G_L1: 3.039 D_real: 0.627 D_fake: 0.039 +(epoch: 79, iters: 15452, time: 0.296, data: 0.019) G_GAN: 3.642 G_L1: 3.746 D_real: 0.139 D_fake: 0.286 +(epoch: 79, iters: 15552, time: 0.381, data: 0.020) G_GAN: 4.143 G_L1: 3.237 D_real: 0.005 D_fake: 0.137 +(epoch: 79, iters: 15652, time: 0.308, data: 0.018) G_GAN: 4.336 G_L1: 3.113 D_real: 0.028 D_fake: 0.068 +(epoch: 79, iters: 15752, time: 0.294, data: 0.020) G_GAN: 3.898 G_L1: 3.588 D_real: 0.258 D_fake: 0.047 +(epoch: 79, iters: 15852, time: 0.303, data: 0.023) G_GAN: 3.669 G_L1: 3.286 D_real: 0.005 D_fake: 0.052 +(epoch: 79, iters: 15952, time: 0.414, data: 0.019) G_GAN: 4.681 G_L1: 2.785 D_real: 0.002 D_fake: 0.020 +(epoch: 79, iters: 16052, time: 0.304, data: 0.019) G_GAN: 4.140 G_L1: 4.450 D_real: 0.103 D_fake: 0.083 +(epoch: 79, iters: 16152, time: 0.296, data: 0.021) G_GAN: 4.042 G_L1: 3.644 D_real: 0.008 D_fake: 0.052 +(epoch: 79, iters: 16252, time: 0.296, data: 0.021) G_GAN: 4.155 G_L1: 4.087 D_real: 0.024 D_fake: 0.042 +(epoch: 79, iters: 16352, time: 0.416, data: 0.022) G_GAN: 3.589 G_L1: 3.206 D_real: 0.084 D_fake: 0.055 +(epoch: 79, iters: 16452, time: 0.303, data: 0.019) G_GAN: 4.251 G_L1: 4.058 D_real: 0.439 D_fake: 0.074 +(epoch: 79, iters: 16552, time: 0.301, data: 0.019) G_GAN: 5.016 G_L1: 2.590 D_real: 0.612 D_fake: 0.018 +(epoch: 79, iters: 16652, time: 0.292, data: 0.021) G_GAN: 4.490 G_L1: 4.276 D_real: 0.017 D_fake: 0.066 +(epoch: 79, iters: 16752, time: 0.551, data: 0.017) G_GAN: 3.200 G_L1: 3.454 D_real: 0.804 D_fake: 0.021 +(epoch: 79, iters: 16852, time: 0.303, data: 0.022) G_GAN: 4.817 G_L1: 4.244 D_real: 0.008 D_fake: 0.072 +(epoch: 79, iters: 16952, time: 0.304, data: 0.020) G_GAN: 3.486 G_L1: 4.469 D_real: 0.908 D_fake: 0.106 +(epoch: 79, iters: 17052, time: 0.292, data: 0.019) G_GAN: 5.745 G_L1: 4.542 D_real: 0.303 D_fake: 0.391 +(epoch: 79, iters: 17152, time: 0.430, data: 0.020) G_GAN: 6.528 G_L1: 5.695 D_real: 0.012 D_fake: 0.016 +(epoch: 79, iters: 17252, time: 0.294, data: 0.021) G_GAN: 4.270 G_L1: 3.875 D_real: 0.007 D_fake: 0.107 +(epoch: 79, iters: 17352, time: 0.289, data: 0.019) G_GAN: 4.261 G_L1: 5.139 D_real: 0.841 D_fake: 0.040 +(epoch: 79, iters: 17452, time: 0.294, data: 0.020) G_GAN: 4.775 G_L1: 3.764 D_real: 0.650 D_fake: 0.020 +(epoch: 79, iters: 17552, time: 0.412, data: 0.018) G_GAN: 3.130 G_L1: 3.339 D_real: 0.196 D_fake: 0.079 +(epoch: 79, iters: 17652, time: 0.292, data: 0.020) G_GAN: 4.579 G_L1: 5.339 D_real: 0.105 D_fake: 0.024 +(epoch: 79, iters: 17752, time: 0.304, data: 0.020) G_GAN: 4.005 G_L1: 4.129 D_real: 0.007 D_fake: 0.088 +(epoch: 79, iters: 17852, time: 0.303, data: 0.020) G_GAN: 4.119 G_L1: 3.498 D_real: 0.032 D_fake: 0.099 +(epoch: 79, iters: 17952, time: 0.377, data: 0.022) G_GAN: 5.216 G_L1: 4.918 D_real: 0.673 D_fake: 0.130 +(epoch: 79, iters: 18052, time: 0.304, data: 0.019) G_GAN: 4.802 G_L1: 4.894 D_real: 0.096 D_fake: 0.073 +(epoch: 79, iters: 18152, time: 0.295, data: 0.019) G_GAN: 6.431 G_L1: 3.586 D_real: 0.065 D_fake: 0.009 +(epoch: 79, iters: 18252, time: 0.287, data: 0.019) G_GAN: 3.148 G_L1: 2.611 D_real: 0.199 D_fake: 0.134 +(epoch: 79, iters: 18352, time: 0.422, data: 0.018) G_GAN: 3.846 G_L1: 3.523 D_real: 0.010 D_fake: 0.231 +(epoch: 79, iters: 18452, time: 0.303, data: 0.019) G_GAN: 4.529 G_L1: 4.333 D_real: 0.032 D_fake: 0.201 +(epoch: 79, iters: 18552, time: 0.306, data: 0.019) G_GAN: 3.254 G_L1: 4.409 D_real: 0.574 D_fake: 0.020 +(epoch: 79, iters: 18652, time: 0.293, data: 0.020) G_GAN: 5.931 G_L1: 4.271 D_real: 0.001 D_fake: 0.009 +(epoch: 79, iters: 18752, time: 0.620, data: 0.018) G_GAN: 3.695 G_L1: 4.018 D_real: 0.006 D_fake: 0.110 +(epoch: 79, iters: 18852, time: 0.298, data: 0.018) G_GAN: 5.475 G_L1: 6.351 D_real: 0.021 D_fake: 0.028 +(epoch: 79, iters: 18952, time: 0.304, data: 0.019) G_GAN: 6.283 G_L1: 5.685 D_real: 0.076 D_fake: 0.006 +(epoch: 79, iters: 19052, time: 0.302, data: 0.020) G_GAN: 6.078 G_L1: 3.269 D_real: 0.005 D_fake: 0.008 +(epoch: 79, iters: 19152, time: 0.392, data: 0.020) G_GAN: 4.356 G_L1: 3.848 D_real: 0.077 D_fake: 0.025 +(epoch: 79, iters: 19252, time: 0.305, data: 0.018) G_GAN: 5.722 G_L1: 3.368 D_real: 0.008 D_fake: 0.018 +(epoch: 79, iters: 19352, time: 0.295, data: 0.022) G_GAN: 5.444 G_L1: 4.345 D_real: 0.133 D_fake: 0.020 +(epoch: 79, iters: 19452, time: 0.293, data: 0.018) G_GAN: 4.670 G_L1: 7.609 D_real: 0.081 D_fake: 0.221 +(epoch: 79, iters: 19552, time: 0.416, data: 0.018) G_GAN: 5.290 G_L1: 4.250 D_real: 0.007 D_fake: 0.026 +(epoch: 79, iters: 19652, time: 0.288, data: 0.018) G_GAN: 3.144 G_L1: 2.991 D_real: 0.140 D_fake: 0.109 +(epoch: 79, iters: 19752, time: 0.301, data: 0.019) G_GAN: 5.676 G_L1: 3.505 D_real: 0.002 D_fake: 0.014 +(epoch: 79, iters: 19852, time: 0.293, data: 0.020) G_GAN: 4.396 G_L1: 3.797 D_real: 0.080 D_fake: 0.099 +(epoch: 79, iters: 19952, time: 0.409, data: 0.018) G_GAN: 4.957 G_L1: 3.785 D_real: 0.062 D_fake: 0.315 +(epoch: 79, iters: 20052, time: 0.302, data: 0.018) G_GAN: 5.620 G_L1: 3.523 D_real: 0.086 D_fake: 0.012 +(epoch: 79, iters: 20152, time: 0.294, data: 0.019) G_GAN: 4.451 G_L1: 4.654 D_real: 0.185 D_fake: 0.045 +(epoch: 79, iters: 20252, time: 0.307, data: 0.019) G_GAN: 4.817 G_L1: 5.369 D_real: 0.002 D_fake: 0.146 +(epoch: 79, iters: 20352, time: 0.420, data: 0.022) G_GAN: 5.937 G_L1: 5.090 D_real: 0.102 D_fake: 0.059 +(epoch: 79, iters: 20452, time: 0.293, data: 0.019) G_GAN: 5.095 G_L1: 4.232 D_real: 0.004 D_fake: 0.037 +(epoch: 79, iters: 20552, time: 0.297, data: 0.019) G_GAN: 2.849 G_L1: 5.441 D_real: 0.185 D_fake: 0.044 +(epoch: 79, iters: 20652, time: 0.296, data: 0.020) G_GAN: 4.866 G_L1: 3.162 D_real: 0.044 D_fake: 0.030 +(epoch: 79, iters: 20752, time: 0.613, data: 0.020) G_GAN: 5.780 G_L1: 3.389 D_real: 0.049 D_fake: 0.047 +(epoch: 79, iters: 20852, time: 0.294, data: 0.019) G_GAN: 5.841 G_L1: 4.352 D_real: 0.105 D_fake: 0.007 +(epoch: 79, iters: 20952, time: 0.300, data: 0.019) G_GAN: 4.113 G_L1: 3.314 D_real: 0.042 D_fake: 0.079 +(epoch: 79, iters: 21052, time: 0.303, data: 0.021) G_GAN: 4.818 G_L1: 5.317 D_real: 0.065 D_fake: 0.015 +(epoch: 79, iters: 21152, time: 0.427, data: 0.019) G_GAN: 6.230 G_L1: 4.588 D_real: 0.025 D_fake: 0.007 +(epoch: 79, iters: 21252, time: 0.286, data: 0.019) G_GAN: 5.197 G_L1: 6.749 D_real: 0.009 D_fake: 0.064 +(epoch: 79, iters: 21352, time: 0.304, data: 0.017) G_GAN: 5.309 G_L1: 4.747 D_real: 0.280 D_fake: 0.012 +(epoch: 79, iters: 21452, time: 0.284, data: 0.020) G_GAN: 5.153 G_L1: 2.911 D_real: 0.213 D_fake: 0.051 +(epoch: 79, iters: 21552, time: 0.411, data: 0.017) G_GAN: 5.037 G_L1: 3.822 D_real: 0.022 D_fake: 0.057 +(epoch: 79, iters: 21652, time: 0.303, data: 0.018) G_GAN: 4.449 G_L1: 3.391 D_real: 0.018 D_fake: 0.116 +(epoch: 79, iters: 21752, time: 0.290, data: 0.019) G_GAN: 2.915 G_L1: 4.147 D_real: 0.429 D_fake: 1.076 +(epoch: 79, iters: 21852, time: 0.295, data: 0.018) G_GAN: 5.038 G_L1: 3.224 D_real: 0.147 D_fake: 0.031 +(epoch: 79, iters: 21952, time: 0.428, data: 0.019) G_GAN: 5.308 G_L1: 4.658 D_real: 0.027 D_fake: 0.069 +(epoch: 79, iters: 22052, time: 0.296, data: 0.018) G_GAN: 4.946 G_L1: 2.590 D_real: 0.400 D_fake: 0.006 +(epoch: 79, iters: 22152, time: 0.296, data: 0.018) G_GAN: 4.419 G_L1: 4.439 D_real: 0.002 D_fake: 0.040 +(epoch: 79, iters: 22252, time: 0.299, data: 0.019) G_GAN: 4.712 G_L1: 3.268 D_real: 0.013 D_fake: 0.076 +(epoch: 79, iters: 22352, time: 0.404, data: 0.018) G_GAN: 5.297 G_L1: 3.188 D_real: 0.076 D_fake: 0.031 +(epoch: 79, iters: 22452, time: 0.291, data: 0.017) G_GAN: 4.858 G_L1: 4.442 D_real: 0.062 D_fake: 0.178 +(epoch: 79, iters: 22552, time: 0.294, data: 0.020) G_GAN: 5.181 G_L1: 5.270 D_real: 0.099 D_fake: 0.017 +(epoch: 79, iters: 22652, time: 0.297, data: 0.020) G_GAN: 6.371 G_L1: 4.739 D_real: 0.245 D_fake: 0.265 +(epoch: 79, iters: 22752, time: 0.611, data: 0.020) G_GAN: 4.590 G_L1: 4.301 D_real: 0.011 D_fake: 0.052 +(epoch: 79, iters: 22852, time: 0.307, data: 0.021) G_GAN: 5.820 G_L1: 3.489 D_real: 0.030 D_fake: 0.023 +(epoch: 79, iters: 22952, time: 0.303, data: 0.019) G_GAN: 2.660 G_L1: 3.647 D_real: 0.316 D_fake: 0.090 +(epoch: 79, iters: 23052, time: 0.287, data: 0.020) G_GAN: 6.262 G_L1: 2.965 D_real: 0.075 D_fake: 0.085 +(epoch: 79, iters: 23152, time: 0.410, data: 0.019) G_GAN: 5.456 G_L1: 4.878 D_real: 0.012 D_fake: 0.185 +(epoch: 79, iters: 23252, time: 0.293, data: 0.018) G_GAN: 4.620 G_L1: 3.978 D_real: 0.017 D_fake: 0.034 +(epoch: 79, iters: 23352, time: 0.300, data: 0.021) G_GAN: 3.701 G_L1: 3.516 D_real: 0.142 D_fake: 0.210 +(epoch: 79, iters: 23452, time: 0.300, data: 0.020) G_GAN: 4.977 G_L1: 5.545 D_real: 0.004 D_fake: 0.071 +(epoch: 79, iters: 23552, time: 0.404, data: 0.019) G_GAN: 4.733 G_L1: 3.643 D_real: 0.247 D_fake: 0.061 +(epoch: 79, iters: 23652, time: 0.295, data: 0.020) G_GAN: 5.894 G_L1: 4.004 D_real: 0.021 D_fake: 0.067 +(epoch: 79, iters: 23752, time: 0.297, data: 0.019) G_GAN: 5.848 G_L1: 4.843 D_real: 0.001 D_fake: 0.088 +(epoch: 79, iters: 23852, time: 0.305, data: 0.019) G_GAN: 5.078 G_L1: 5.225 D_real: 0.025 D_fake: 0.060 +(epoch: 79, iters: 23952, time: 0.427, data: 0.020) G_GAN: 6.970 G_L1: 5.474 D_real: 0.001 D_fake: 0.008 +(epoch: 79, iters: 24052, time: 0.302, data: 0.019) G_GAN: 4.721 G_L1: 4.609 D_real: 0.005 D_fake: 0.069 +(epoch: 79, iters: 24152, time: 0.307, data: 0.022) G_GAN: 4.646 G_L1: 4.446 D_real: 0.014 D_fake: 0.022 +(epoch: 79, iters: 24252, time: 0.302, data: 0.021) G_GAN: 4.906 G_L1: 2.276 D_real: 0.152 D_fake: 0.081 +(epoch: 79, iters: 24352, time: 0.412, data: 0.022) G_GAN: 3.597 G_L1: 2.825 D_real: 0.027 D_fake: 0.269 +(epoch: 79, iters: 24452, time: 0.302, data: 0.018) G_GAN: 5.431 G_L1: 5.240 D_real: 0.002 D_fake: 0.471 +(epoch: 79, iters: 24552, time: 0.304, data: 0.023) G_GAN: 7.375 G_L1: 3.598 D_real: 0.019 D_fake: 0.008 +(epoch: 79, iters: 24652, time: 0.293, data: 0.019) G_GAN: 4.462 G_L1: 5.217 D_real: 0.014 D_fake: 0.098 +(epoch: 79, iters: 24752, time: 0.604, data: 0.019) G_GAN: 6.003 G_L1: 4.594 D_real: 0.050 D_fake: 0.020 +(epoch: 79, iters: 24852, time: 0.295, data: 0.022) G_GAN: 3.756 G_L1: 3.885 D_real: 0.026 D_fake: 0.257 +(epoch: 79, iters: 24952, time: 0.303, data: 0.019) G_GAN: 4.690 G_L1: 2.917 D_real: 0.047 D_fake: 0.080 +(epoch: 79, iters: 25052, time: 0.301, data: 0.019) G_GAN: 4.366 G_L1: 4.653 D_real: 0.004 D_fake: 0.042 +(epoch: 79, iters: 25152, time: 0.379, data: 0.021) G_GAN: 5.678 G_L1: 3.861 D_real: 0.475 D_fake: 0.354 +(epoch: 79, iters: 25252, time: 0.300, data: 0.017) G_GAN: 3.026 G_L1: 2.289 D_real: 0.210 D_fake: 0.162 +(epoch: 79, iters: 25352, time: 0.291, data: 0.020) G_GAN: 3.831 G_L1: 7.163 D_real: 0.262 D_fake: 0.092 +(epoch: 79, iters: 25452, time: 0.308, data: 0.020) G_GAN: 5.333 G_L1: 3.470 D_real: 0.001 D_fake: 0.017 +(epoch: 79, iters: 25552, time: 0.421, data: 0.020) G_GAN: 4.396 G_L1: 5.462 D_real: 0.000 D_fake: 0.300 +(epoch: 79, iters: 25652, time: 0.301, data: 0.021) G_GAN: 4.481 G_L1: 4.707 D_real: 0.042 D_fake: 0.151 +(epoch: 79, iters: 25752, time: 0.294, data: 0.019) G_GAN: 3.448 G_L1: 3.547 D_real: 0.243 D_fake: 0.061 +(epoch: 79, iters: 25852, time: 0.298, data: 0.019) G_GAN: 5.002 G_L1: 6.651 D_real: 0.009 D_fake: 0.026 +(epoch: 79, iters: 25952, time: 0.413, data: 0.021) G_GAN: 5.395 G_L1: 3.268 D_real: 0.287 D_fake: 0.017 +(epoch: 79, iters: 26052, time: 0.292, data: 0.017) G_GAN: 3.670 G_L1: 3.760 D_real: 0.154 D_fake: 0.089 +(epoch: 79, iters: 26152, time: 0.297, data: 0.020) G_GAN: 4.020 G_L1: 4.294 D_real: 0.011 D_fake: 0.083 +(epoch: 79, iters: 26252, time: 0.297, data: 0.019) G_GAN: 4.211 G_L1: 5.525 D_real: 0.026 D_fake: 0.477 +(epoch: 79, iters: 26352, time: 0.413, data: 0.018) G_GAN: 5.943 G_L1: 5.990 D_real: 0.032 D_fake: 0.018 +(epoch: 79, iters: 26452, time: 0.292, data: 0.020) G_GAN: 5.022 G_L1: 3.224 D_real: 0.010 D_fake: 0.039 +(epoch: 79, iters: 26552, time: 0.291, data: 0.020) G_GAN: 4.156 G_L1: 5.068 D_real: 0.002 D_fake: 0.088 +(epoch: 79, iters: 26652, time: 0.295, data: 0.017) G_GAN: 5.028 G_L1: 4.325 D_real: 0.006 D_fake: 0.239 +(epoch: 79, iters: 26752, time: 0.573, data: 0.021) G_GAN: 3.611 G_L1: 2.876 D_real: 0.031 D_fake: 0.163 +(epoch: 79, iters: 26852, time: 0.304, data: 0.018) G_GAN: 4.459 G_L1: 3.372 D_real: 0.166 D_fake: 0.038 +(epoch: 79, iters: 26952, time: 0.303, data: 0.020) G_GAN: 3.835 G_L1: 3.672 D_real: 0.018 D_fake: 0.130 +(epoch: 79, iters: 27052, time: 0.305, data: 0.020) G_GAN: 4.643 G_L1: 4.336 D_real: 0.095 D_fake: 0.019 +(epoch: 79, iters: 27152, time: 0.385, data: 0.019) G_GAN: 4.172 G_L1: 4.182 D_real: 0.074 D_fake: 0.049 +(epoch: 79, iters: 27252, time: 0.304, data: 0.019) G_GAN: 4.587 G_L1: 6.351 D_real: 0.000 D_fake: 0.085 +(epoch: 79, iters: 27352, time: 0.301, data: 0.019) G_GAN: 3.239 G_L1: 4.139 D_real: 0.777 D_fake: 0.018 +(epoch: 79, iters: 27452, time: 0.305, data: 0.019) G_GAN: 3.436 G_L1: 4.386 D_real: 0.147 D_fake: 0.052 +(epoch: 79, iters: 27552, time: 0.407, data: 0.019) G_GAN: 5.086 G_L1: 3.980 D_real: 0.290 D_fake: 0.031 +(epoch: 79, iters: 27652, time: 0.293, data: 0.018) G_GAN: 4.877 G_L1: 4.796 D_real: 0.117 D_fake: 0.025 +(epoch: 79, iters: 27752, time: 0.281, data: 0.021) G_GAN: 5.328 G_L1: 4.901 D_real: 0.013 D_fake: 0.028 +(epoch: 79, iters: 27852, time: 0.300, data: 0.018) G_GAN: 4.434 G_L1: 4.134 D_real: 0.007 D_fake: 0.083 +(epoch: 79, iters: 27952, time: 0.403, data: 0.018) G_GAN: 4.634 G_L1: 3.933 D_real: 0.065 D_fake: 0.071 +(epoch: 79, iters: 28052, time: 0.304, data: 0.019) G_GAN: 5.235 G_L1: 5.598 D_real: 0.005 D_fake: 0.130 +(epoch: 79, iters: 28152, time: 0.305, data: 0.018) G_GAN: 4.613 G_L1: 3.718 D_real: 0.003 D_fake: 0.052 +(epoch: 79, iters: 28252, time: 0.301, data: 0.018) G_GAN: 4.620 G_L1: 3.988 D_real: 0.028 D_fake: 0.084 +(epoch: 79, iters: 28352, time: 0.415, data: 0.020) G_GAN: 4.172 G_L1: 2.995 D_real: 0.002 D_fake: 0.102 +(epoch: 79, iters: 28452, time: 0.303, data: 0.019) G_GAN: 4.015 G_L1: 3.221 D_real: 0.529 D_fake: 0.693 +(epoch: 79, iters: 28552, time: 0.301, data: 0.021) G_GAN: 4.317 G_L1: 5.108 D_real: 0.003 D_fake: 0.114 +(epoch: 79, iters: 28652, time: 0.297, data: 0.019) G_GAN: 5.278 G_L1: 3.887 D_real: 0.028 D_fake: 0.021 +(epoch: 79, iters: 28752, time: 0.619, data: 0.020) G_GAN: 5.037 G_L1: 6.145 D_real: 0.021 D_fake: 0.050 +(epoch: 79, iters: 28852, time: 0.294, data: 0.020) G_GAN: 5.092 G_L1: 3.803 D_real: 0.019 D_fake: 0.183 +(epoch: 79, iters: 28952, time: 0.277, data: 0.019) G_GAN: 4.072 G_L1: 3.338 D_real: 0.316 D_fake: 0.029 +(epoch: 79, iters: 29052, time: 0.291, data: 0.017) G_GAN: 5.293 G_L1: 6.766 D_real: 0.128 D_fake: 0.617 +(epoch: 79, iters: 29152, time: 0.380, data: 0.018) G_GAN: 4.249 G_L1: 3.044 D_real: 0.024 D_fake: 1.001 +(epoch: 79, iters: 29252, time: 0.291, data: 0.017) G_GAN: 5.137 G_L1: 5.748 D_real: 0.028 D_fake: 0.113 +(epoch: 79, iters: 29352, time: 0.291, data: 0.023) G_GAN: 4.608 G_L1: 3.464 D_real: 0.173 D_fake: 0.104 +(epoch: 79, iters: 29452, time: 0.286, data: 0.016) G_GAN: 4.436 G_L1: 3.662 D_real: 0.000 D_fake: 0.056 +(epoch: 79, iters: 29552, time: 0.405, data: 0.017) G_GAN: 4.544 G_L1: 3.495 D_real: 0.071 D_fake: 0.181 +(epoch: 79, iters: 29652, time: 0.290, data: 0.018) G_GAN: 4.631 G_L1: 3.770 D_real: 0.526 D_fake: 0.021 +(epoch: 79, iters: 29752, time: 0.282, data: 0.017) G_GAN: 3.062 G_L1: 3.216 D_real: 0.397 D_fake: 0.055 +(epoch: 79, iters: 29852, time: 0.280, data: 0.016) G_GAN: 4.260 G_L1: 3.350 D_real: 0.015 D_fake: 0.035 +(epoch: 79, iters: 29952, time: 0.424, data: 0.017) G_GAN: 6.755 G_L1: 5.455 D_real: 0.001 D_fake: 0.048 +(epoch: 79, iters: 30052, time: 0.295, data: 0.018) G_GAN: 4.148 G_L1: 3.314 D_real: 0.005 D_fake: 0.058 +(epoch: 79, iters: 30152, time: 0.296, data: 0.020) G_GAN: 5.492 G_L1: 4.165 D_real: 0.211 D_fake: 0.010 +(epoch: 79, iters: 30252, time: 0.291, data: 0.021) G_GAN: 6.545 G_L1: 5.128 D_real: 0.112 D_fake: 0.012 +(epoch: 79, iters: 30352, time: 0.414, data: 0.017) G_GAN: 3.826 G_L1: 3.902 D_real: 0.109 D_fake: 0.073 +(epoch: 79, iters: 30452, time: 0.290, data: 0.018) G_GAN: 3.242 G_L1: 2.384 D_real: 0.322 D_fake: 0.125 +(epoch: 79, iters: 30552, time: 0.294, data: 0.018) G_GAN: 4.112 G_L1: 3.123 D_real: 0.035 D_fake: 0.175 +(epoch: 79, iters: 30652, time: 0.276, data: 0.019) G_GAN: 3.917 G_L1: 4.220 D_real: 0.090 D_fake: 0.161 +(epoch: 79, iters: 30752, time: 0.618, data: 0.016) G_GAN: 5.374 G_L1: 3.883 D_real: 0.188 D_fake: 0.034 +(epoch: 79, iters: 30852, time: 0.298, data: 0.018) G_GAN: 4.566 G_L1: 4.655 D_real: 0.054 D_fake: 0.126 +(epoch: 79, iters: 30952, time: 0.285, data: 0.018) G_GAN: 5.467 G_L1: 4.507 D_real: 0.024 D_fake: 0.018 +(epoch: 79, iters: 31052, time: 0.291, data: 0.018) G_GAN: 5.922 G_L1: 4.281 D_real: 0.024 D_fake: 0.019 +(epoch: 79, iters: 31152, time: 0.413, data: 0.019) G_GAN: 4.338 G_L1: 2.985 D_real: 0.039 D_fake: 0.082 +(epoch: 79, iters: 31252, time: 0.293, data: 0.017) G_GAN: 5.312 G_L1: 3.541 D_real: 0.077 D_fake: 0.033 +(epoch: 79, iters: 31352, time: 0.283, data: 0.020) G_GAN: 5.088 G_L1: 3.580 D_real: 0.001 D_fake: 0.114 +(epoch: 79, iters: 31452, time: 0.283, data: 0.018) G_GAN: 4.950 G_L1: 3.307 D_real: 0.000 D_fake: 0.036 +(epoch: 79, iters: 31552, time: 0.412, data: 0.017) G_GAN: 5.109 G_L1: 3.899 D_real: 0.011 D_fake: 0.024 +(epoch: 79, iters: 31652, time: 0.296, data: 0.018) G_GAN: 5.569 G_L1: 9.192 D_real: 0.039 D_fake: 0.014 +(epoch: 79, iters: 31752, time: 0.293, data: 0.018) G_GAN: 4.522 G_L1: 9.893 D_real: 0.011 D_fake: 0.040 +(epoch: 79, iters: 31852, time: 0.285, data: 0.017) G_GAN: 4.828 G_L1: 4.251 D_real: 0.033 D_fake: 0.156 +(epoch: 79, iters: 31952, time: 0.383, data: 0.017) G_GAN: 3.530 G_L1: 3.008 D_real: 0.020 D_fake: 0.157 +(epoch: 79, iters: 32052, time: 0.292, data: 0.019) G_GAN: 4.827 G_L1: 3.970 D_real: 0.018 D_fake: 0.041 +(epoch: 79, iters: 32152, time: 0.292, data: 0.018) G_GAN: 8.640 G_L1: 6.079 D_real: 0.000 D_fake: 0.012 +(epoch: 79, iters: 32252, time: 0.291, data: 0.019) G_GAN: 3.671 G_L1: 3.081 D_real: 0.083 D_fake: 0.056 +(epoch: 79, iters: 32352, time: 0.406, data: 0.018) G_GAN: 3.856 G_L1: 3.468 D_real: 0.009 D_fake: 0.095 +(epoch: 79, iters: 32452, time: 0.292, data: 0.020) G_GAN: 6.245 G_L1: 3.160 D_real: 0.137 D_fake: 0.015 +(epoch: 79, iters: 32552, time: 0.290, data: 0.019) G_GAN: 4.282 G_L1: 3.008 D_real: 0.328 D_fake: 0.011 +(epoch: 79, iters: 32652, time: 0.293, data: 0.017) G_GAN: 5.229 G_L1: 4.544 D_real: 0.067 D_fake: 0.045 +(epoch: 79, iters: 32752, time: 0.600, data: 0.018) G_GAN: 5.801 G_L1: 3.074 D_real: 0.013 D_fake: 0.025 +(epoch: 79, iters: 32852, time: 0.280, data: 0.018) G_GAN: 4.849 G_L1: 3.888 D_real: 0.002 D_fake: 0.097 +(epoch: 79, iters: 32952, time: 0.292, data: 0.018) G_GAN: 4.232 G_L1: 4.542 D_real: 0.156 D_fake: 0.063 +(epoch: 79, iters: 33052, time: 0.285, data: 0.018) G_GAN: 4.287 G_L1: 4.475 D_real: 0.322 D_fake: 0.038 +(epoch: 79, iters: 33152, time: 0.365, data: 0.017) G_GAN: 5.093 G_L1: 2.676 D_real: 0.081 D_fake: 0.359 +(epoch: 79, iters: 33252, time: 0.288, data: 0.016) G_GAN: 5.997 G_L1: 5.751 D_real: 0.005 D_fake: 0.013 +(epoch: 79, iters: 33352, time: 0.293, data: 0.017) G_GAN: 3.326 G_L1: 2.613 D_real: 1.234 D_fake: 0.017 +(epoch: 79, iters: 33452, time: 0.294, data: 0.018) G_GAN: 5.512 G_L1: 4.039 D_real: 0.054 D_fake: 0.053 +(epoch: 79, iters: 33552, time: 0.418, data: 0.019) G_GAN: 4.403 G_L1: 2.959 D_real: 0.763 D_fake: 0.036 +(epoch: 79, iters: 33652, time: 0.298, data: 0.018) G_GAN: 4.894 G_L1: 4.096 D_real: 0.002 D_fake: 0.102 +(epoch: 79, iters: 33752, time: 0.290, data: 0.018) G_GAN: 4.796 G_L1: 4.157 D_real: 0.068 D_fake: 0.133 +(epoch: 79, iters: 33852, time: 0.305, data: 0.019) G_GAN: 3.868 G_L1: 4.468 D_real: 0.014 D_fake: 0.173 +(epoch: 79, iters: 33952, time: 0.413, data: 0.020) G_GAN: 4.303 G_L1: 3.190 D_real: 0.093 D_fake: 0.061 +(epoch: 79, iters: 34052, time: 0.294, data: 0.019) G_GAN: 2.816 G_L1: 3.227 D_real: 0.082 D_fake: 0.278 +(epoch: 79, iters: 34152, time: 0.297, data: 0.019) G_GAN: 5.404 G_L1: 4.239 D_real: 0.018 D_fake: 0.087 +(epoch: 79, iters: 34252, time: 0.304, data: 0.018) G_GAN: 3.413 G_L1: 3.198 D_real: 0.127 D_fake: 0.385 +(epoch: 79, iters: 34352, time: 0.419, data: 0.021) G_GAN: 4.726 G_L1: 3.519 D_real: 0.133 D_fake: 0.118 +(epoch: 79, iters: 34452, time: 0.298, data: 0.018) G_GAN: 3.156 G_L1: 3.657 D_real: 0.306 D_fake: 0.151 +(epoch: 79, iters: 34552, time: 0.297, data: 0.019) G_GAN: 4.168 G_L1: 4.823 D_real: 0.360 D_fake: 0.035 +(epoch: 79, iters: 34652, time: 0.300, data: 0.021) G_GAN: 5.891 G_L1: 3.870 D_real: 0.000 D_fake: 0.022 +(epoch: 79, iters: 34752, time: 0.620, data: 0.019) G_GAN: 5.280 G_L1: 7.099 D_real: 0.001 D_fake: 0.099 +(epoch: 79, iters: 34852, time: 0.301, data: 0.020) G_GAN: 5.643 G_L1: 3.683 D_real: 0.015 D_fake: 0.108 +(epoch: 79, iters: 34952, time: 0.289, data: 0.020) G_GAN: 4.884 G_L1: 4.183 D_real: 0.145 D_fake: 0.017 +(epoch: 79, iters: 35052, time: 0.294, data: 0.019) G_GAN: 4.452 G_L1: 4.308 D_real: 0.141 D_fake: 0.157 +(epoch: 79, iters: 35152, time: 0.386, data: 0.018) G_GAN: 3.934 G_L1: 4.344 D_real: 0.112 D_fake: 0.107 +(epoch: 79, iters: 35252, time: 0.303, data: 0.019) G_GAN: 4.789 G_L1: 4.224 D_real: 0.368 D_fake: 0.017 +(epoch: 79, iters: 35352, time: 0.296, data: 0.019) G_GAN: 5.796 G_L1: 6.962 D_real: 0.019 D_fake: 0.019 +(epoch: 79, iters: 35452, time: 0.291, data: 0.019) G_GAN: 3.818 G_L1: 5.989 D_real: 0.111 D_fake: 0.076 +(epoch: 79, iters: 35552, time: 0.398, data: 0.020) G_GAN: 4.671 G_L1: 3.172 D_real: 0.016 D_fake: 0.041 +(epoch: 79, iters: 35652, time: 0.289, data: 0.017) G_GAN: 4.200 G_L1: 3.535 D_real: 0.042 D_fake: 0.040 +(epoch: 79, iters: 35752, time: 0.294, data: 0.018) G_GAN: 5.686 G_L1: 4.231 D_real: 0.027 D_fake: 0.012 +(epoch: 79, iters: 35852, time: 0.294, data: 0.017) G_GAN: 6.827 G_L1: 3.999 D_real: 0.001 D_fake: 0.133 +(epoch: 79, iters: 35952, time: 0.418, data: 0.018) G_GAN: 4.916 G_L1: 2.505 D_real: 0.084 D_fake: 0.060 +(epoch: 79, iters: 36052, time: 0.302, data: 0.023) G_GAN: 5.607 G_L1: 7.731 D_real: 0.009 D_fake: 0.018 +(epoch: 79, iters: 36152, time: 0.295, data: 0.021) G_GAN: 4.872 G_L1: 5.089 D_real: 0.064 D_fake: 0.023 +(epoch: 79, iters: 36252, time: 0.300, data: 0.019) G_GAN: 4.925 G_L1: 4.236 D_real: 0.002 D_fake: 0.039 +(epoch: 79, iters: 36352, time: 0.403, data: 0.022) G_GAN: 3.984 G_L1: 3.219 D_real: 0.016 D_fake: 0.111 +(epoch: 79, iters: 36452, time: 0.288, data: 0.018) G_GAN: 6.838 G_L1: 3.123 D_real: 0.364 D_fake: 0.002 +(epoch: 79, iters: 36552, time: 0.303, data: 0.017) G_GAN: 3.084 G_L1: 3.296 D_real: 0.256 D_fake: 0.116 +(epoch: 79, iters: 36652, time: 0.302, data: 0.019) G_GAN: 4.976 G_L1: 3.736 D_real: 0.002 D_fake: 0.045 +(epoch: 79, iters: 36752, time: 0.616, data: 0.019) G_GAN: 4.738 G_L1: 5.055 D_real: 0.300 D_fake: 0.081 +(epoch: 79, iters: 36852, time: 0.290, data: 0.018) G_GAN: 4.038 G_L1: 4.080 D_real: 0.001 D_fake: 0.071 +(epoch: 79, iters: 36952, time: 0.291, data: 0.018) G_GAN: 3.829 G_L1: 4.741 D_real: 0.129 D_fake: 0.093 +(epoch: 79, iters: 37052, time: 0.288, data: 0.022) G_GAN: 5.986 G_L1: 2.845 D_real: 0.008 D_fake: 0.009 +(epoch: 79, iters: 37152, time: 0.403, data: 0.019) G_GAN: 4.275 G_L1: 3.853 D_real: 0.006 D_fake: 0.319 +(epoch: 79, iters: 37252, time: 0.302, data: 0.020) G_GAN: 4.393 G_L1: 4.791 D_real: 0.002 D_fake: 0.373 +(epoch: 79, iters: 37352, time: 0.299, data: 0.020) G_GAN: 2.610 G_L1: 2.392 D_real: 0.648 D_fake: 0.162 +(epoch: 79, iters: 37452, time: 0.302, data: 0.020) G_GAN: 6.545 G_L1: 5.270 D_real: 0.000 D_fake: 0.008 +(epoch: 79, iters: 37552, time: 0.380, data: 0.020) G_GAN: 2.961 G_L1: 3.542 D_real: 0.021 D_fake: 0.180 +(epoch: 79, iters: 37652, time: 0.299, data: 0.017) G_GAN: 4.086 G_L1: 5.374 D_real: 0.001 D_fake: 0.152 +(epoch: 79, iters: 37752, time: 0.300, data: 0.019) G_GAN: 5.287 G_L1: 4.876 D_real: 0.093 D_fake: 0.021 +(epoch: 79, iters: 37852, time: 0.306, data: 0.021) G_GAN: 4.434 G_L1: 3.763 D_real: 0.134 D_fake: 0.051 +(epoch: 79, iters: 37952, time: 0.413, data: 0.020) G_GAN: 5.068 G_L1: 3.896 D_real: 0.018 D_fake: 0.053 +(epoch: 79, iters: 38052, time: 0.287, data: 0.018) G_GAN: 4.621 G_L1: 3.663 D_real: 0.210 D_fake: 0.015 +(epoch: 79, iters: 38152, time: 0.287, data: 0.020) G_GAN: 5.544 G_L1: 5.058 D_real: 0.061 D_fake: 0.022 +(epoch: 79, iters: 38252, time: 0.292, data: 0.018) G_GAN: 5.019 G_L1: 3.527 D_real: 0.088 D_fake: 0.018 +(epoch: 79, iters: 38352, time: 0.410, data: 0.016) G_GAN: 5.967 G_L1: 3.324 D_real: 0.009 D_fake: 0.011 +(epoch: 79, iters: 38452, time: 0.293, data: 0.020) G_GAN: 4.929 G_L1: 3.967 D_real: 0.058 D_fake: 0.047 +(epoch: 79, iters: 38552, time: 0.303, data: 0.020) G_GAN: 3.598 G_L1: 3.603 D_real: 0.321 D_fake: 0.273 +(epoch: 79, iters: 38652, time: 0.296, data: 0.020) G_GAN: 3.347 G_L1: 3.189 D_real: 0.047 D_fake: 0.195 +(epoch: 79, iters: 38752, time: 0.636, data: 0.018) G_GAN: 3.470 G_L1: 3.005 D_real: 0.028 D_fake: 0.126 +(epoch: 79, iters: 38852, time: 0.303, data: 0.018) G_GAN: 6.470 G_L1: 2.977 D_real: 0.045 D_fake: 0.059 +(epoch: 79, iters: 38952, time: 0.309, data: 0.020) G_GAN: 4.651 G_L1: 3.534 D_real: 0.016 D_fake: 0.080 +(epoch: 79, iters: 39052, time: 0.297, data: 0.018) G_GAN: 3.077 G_L1: 5.073 D_real: 0.386 D_fake: 0.116 +(epoch: 79, iters: 39152, time: 0.421, data: 0.018) G_GAN: 4.197 G_L1: 3.938 D_real: 0.194 D_fake: 0.053 +(epoch: 79, iters: 39252, time: 0.294, data: 0.019) G_GAN: 4.707 G_L1: 6.090 D_real: 0.083 D_fake: 0.044 +(epoch: 79, iters: 39352, time: 0.301, data: 0.019) G_GAN: 4.540 G_L1: 5.239 D_real: 0.002 D_fake: 0.076 +(epoch: 79, iters: 39452, time: 0.295, data: 0.023) G_GAN: 4.260 G_L1: 3.639 D_real: 0.100 D_fake: 0.131 +(epoch: 79, iters: 39552, time: 0.424, data: 0.018) G_GAN: 3.908 G_L1: 6.458 D_real: 0.006 D_fake: 0.158 +(epoch: 79, iters: 39652, time: 0.287, data: 0.018) G_GAN: 3.561 G_L1: 3.648 D_real: 0.014 D_fake: 0.115 +(epoch: 79, iters: 39752, time: 0.301, data: 0.018) G_GAN: 4.334 G_L1: 3.081 D_real: 0.003 D_fake: 0.071 +(epoch: 79, iters: 39852, time: 0.293, data: 0.019) G_GAN: 3.588 G_L1: 3.227 D_real: 0.018 D_fake: 0.129 +(epoch: 79, iters: 39952, time: 0.430, data: 0.022) G_GAN: 6.798 G_L1: 5.904 D_real: 0.001 D_fake: 0.017 +(epoch: 79, iters: 40052, time: 0.302, data: 0.018) G_GAN: 4.702 G_L1: 3.125 D_real: 0.024 D_fake: 0.057 +(epoch: 79, iters: 40152, time: 0.295, data: 0.019) G_GAN: 4.022 G_L1: 3.689 D_real: 0.573 D_fake: 0.033 +(epoch: 79, iters: 40252, time: 0.291, data: 0.019) G_GAN: 5.906 G_L1: 4.281 D_real: 0.002 D_fake: 0.017 +(epoch: 79, iters: 40352, time: 0.412, data: 0.018) G_GAN: 5.451 G_L1: 5.339 D_real: 0.026 D_fake: 0.019 +(epoch: 79, iters: 40452, time: 0.291, data: 0.019) G_GAN: 3.527 G_L1: 3.118 D_real: 0.047 D_fake: 0.205 +(epoch: 79, iters: 40552, time: 0.305, data: 0.021) G_GAN: 5.338 G_L1: 4.140 D_real: 0.118 D_fake: 0.513 +(epoch: 79, iters: 40652, time: 0.298, data: 0.020) G_GAN: 5.686 G_L1: 4.168 D_real: 0.001 D_fake: 0.015 +(epoch: 79, iters: 40752, time: 0.612, data: 0.022) G_GAN: 5.107 G_L1: 3.976 D_real: 0.105 D_fake: 0.191 +(epoch: 79, iters: 40852, time: 0.289, data: 0.017) G_GAN: 4.967 G_L1: 6.790 D_real: 0.022 D_fake: 0.038 +(epoch: 79, iters: 40952, time: 0.300, data: 0.018) G_GAN: 6.505 G_L1: 10.163 D_real: 0.051 D_fake: 0.030 +(epoch: 79, iters: 41052, time: 0.293, data: 0.018) G_GAN: 4.989 G_L1: 3.954 D_real: 0.002 D_fake: 0.082 +(epoch: 79, iters: 41152, time: 0.414, data: 0.019) G_GAN: 5.203 G_L1: 3.108 D_real: 0.006 D_fake: 0.021 +(epoch: 79, iters: 41252, time: 0.300, data: 0.018) G_GAN: 5.403 G_L1: 5.040 D_real: 0.036 D_fake: 0.019 +(epoch: 79, iters: 41352, time: 0.303, data: 0.018) G_GAN: 6.128 G_L1: 3.943 D_real: 0.037 D_fake: 0.017 +(epoch: 79, iters: 41452, time: 0.292, data: 0.021) G_GAN: 5.355 G_L1: 5.502 D_real: 0.002 D_fake: 0.115 +(epoch: 79, iters: 41552, time: 0.408, data: 0.017) G_GAN: 5.219 G_L1: 3.694 D_real: 0.081 D_fake: 0.025 +(epoch: 79, iters: 41652, time: 0.301, data: 0.018) G_GAN: 3.756 G_L1: 3.729 D_real: 0.080 D_fake: 0.075 +(epoch: 79, iters: 41752, time: 0.299, data: 0.019) G_GAN: 5.414 G_L1: 3.873 D_real: 0.012 D_fake: 0.032 +(epoch: 79, iters: 41852, time: 0.287, data: 0.019) G_GAN: 4.973 G_L1: 3.673 D_real: 0.003 D_fake: 0.027 +(epoch: 79, iters: 41952, time: 0.414, data: 0.020) G_GAN: 5.477 G_L1: 5.169 D_real: 0.000 D_fake: 0.030 +(epoch: 79, iters: 42052, time: 0.293, data: 0.019) G_GAN: 5.419 G_L1: 3.356 D_real: 0.111 D_fake: 0.027 +(epoch: 79, iters: 42152, time: 0.295, data: 0.017) G_GAN: 4.815 G_L1: 3.538 D_real: 0.013 D_fake: 0.136 +(epoch: 79, iters: 42252, time: 0.293, data: 0.020) G_GAN: 6.954 G_L1: 3.362 D_real: 0.107 D_fake: 0.004 +(epoch: 79, iters: 42352, time: 0.409, data: 0.018) G_GAN: 4.081 G_L1: 4.310 D_real: 0.874 D_fake: 0.137 +(epoch: 79, iters: 42452, time: 0.300, data: 0.018) G_GAN: 3.947 G_L1: 3.679 D_real: 0.226 D_fake: 0.097 +(epoch: 79, iters: 42552, time: 0.295, data: 0.019) G_GAN: 5.322 G_L1: 4.114 D_real: 0.059 D_fake: 0.016 +(epoch: 79, iters: 42652, time: 0.302, data: 0.019) G_GAN: 5.226 G_L1: 2.631 D_real: 0.155 D_fake: 0.010 +(epoch: 79, iters: 42752, time: 0.571, data: 0.019) G_GAN: 3.308 G_L1: 2.272 D_real: 0.179 D_fake: 0.126 +(epoch: 79, iters: 42852, time: 0.296, data: 0.019) G_GAN: 4.435 G_L1: 5.166 D_real: 0.358 D_fake: 0.024 +(epoch: 79, iters: 42952, time: 0.297, data: 0.019) G_GAN: 6.135 G_L1: 5.029 D_real: 0.023 D_fake: 0.072 +(epoch: 79, iters: 43052, time: 0.284, data: 0.019) G_GAN: 5.896 G_L1: 4.227 D_real: 0.001 D_fake: 0.047 +(epoch: 79, iters: 43152, time: 0.408, data: 0.017) G_GAN: 6.508 G_L1: 3.295 D_real: 0.001 D_fake: 0.033 +(epoch: 79, iters: 43252, time: 0.292, data: 0.018) G_GAN: 4.229 G_L1: 3.124 D_real: 0.401 D_fake: 0.064 +(epoch: 79, iters: 43352, time: 0.303, data: 0.018) G_GAN: 5.824 G_L1: 3.454 D_real: 0.512 D_fake: 0.005 +(epoch: 79, iters: 43452, time: 0.308, data: 0.020) G_GAN: 6.093 G_L1: 3.973 D_real: 0.083 D_fake: 0.008 +(epoch: 79, iters: 43552, time: 0.404, data: 0.025) G_GAN: 4.045 G_L1: 3.317 D_real: 0.007 D_fake: 0.265 +(epoch: 79, iters: 43652, time: 0.298, data: 0.018) G_GAN: 6.264 G_L1: 6.226 D_real: 0.034 D_fake: 0.013 +(epoch: 79, iters: 43752, time: 0.296, data: 0.022) G_GAN: 4.725 G_L1: 4.978 D_real: 0.291 D_fake: 0.264 +(epoch: 79, iters: 43852, time: 0.287, data: 0.018) G_GAN: 7.896 G_L1: 4.008 D_real: 0.007 D_fake: 0.012 +(epoch: 79, iters: 43952, time: 0.399, data: 0.017) G_GAN: 5.442 G_L1: 4.857 D_real: 0.018 D_fake: 0.354 +(epoch: 79, iters: 44052, time: 0.298, data: 0.018) G_GAN: 4.144 G_L1: 4.380 D_real: 0.015 D_fake: 0.225 +(epoch: 79, iters: 44152, time: 0.297, data: 0.018) G_GAN: 4.934 G_L1: 4.982 D_real: 0.060 D_fake: 0.120 +(epoch: 79, iters: 44252, time: 0.298, data: 0.019) G_GAN: 6.315 G_L1: 4.773 D_real: 0.099 D_fake: 0.012 +(epoch: 79, iters: 44352, time: 0.381, data: 0.017) G_GAN: 3.763 G_L1: 2.466 D_real: 0.082 D_fake: 0.242 +(epoch: 79, iters: 44452, time: 0.300, data: 0.016) G_GAN: 4.452 G_L1: 3.769 D_real: 0.212 D_fake: 0.065 +(epoch: 79, iters: 44552, time: 0.308, data: 0.019) G_GAN: 6.066 G_L1: 3.289 D_real: 0.059 D_fake: 0.027 +(epoch: 79, iters: 44652, time: 0.309, data: 0.018) G_GAN: 4.172 G_L1: 5.950 D_real: 0.061 D_fake: 0.302 +(epoch: 79, iters: 44752, time: 0.612, data: 0.020) G_GAN: 6.880 G_L1: 5.083 D_real: 0.009 D_fake: 0.005 +(epoch: 79, iters: 44852, time: 0.295, data: 0.018) G_GAN: 3.373 G_L1: 5.113 D_real: 0.141 D_fake: 0.129 +(epoch: 79, iters: 44952, time: 0.297, data: 0.018) G_GAN: 3.513 G_L1: 2.985 D_real: 0.053 D_fake: 0.189 +(epoch: 79, iters: 45052, time: 0.295, data: 0.018) G_GAN: 5.003 G_L1: 3.001 D_real: 0.335 D_fake: 0.032 +(epoch: 79, iters: 45152, time: 0.419, data: 0.019) G_GAN: 5.053 G_L1: 6.979 D_real: 0.148 D_fake: 0.033 +(epoch: 79, iters: 45252, time: 0.285, data: 0.019) G_GAN: 6.609 G_L1: 6.297 D_real: 0.164 D_fake: 0.019 +(epoch: 79, iters: 45352, time: 0.299, data: 0.020) G_GAN: 4.564 G_L1: 5.275 D_real: 0.018 D_fake: 0.099 +(epoch: 79, iters: 45452, time: 0.294, data: 0.019) G_GAN: 4.112 G_L1: 3.686 D_real: 0.053 D_fake: 0.133 +(epoch: 79, iters: 45552, time: 0.411, data: 0.018) G_GAN: 5.781 G_L1: 3.634 D_real: 0.017 D_fake: 0.192 +(epoch: 79, iters: 45652, time: 0.298, data: 0.017) G_GAN: 5.652 G_L1: 5.257 D_real: 0.101 D_fake: 0.022 +(epoch: 79, iters: 45752, time: 0.305, data: 0.019) G_GAN: 7.036 G_L1: 3.531 D_real: 0.009 D_fake: 0.025 +(epoch: 79, iters: 45852, time: 0.295, data: 0.019) G_GAN: 4.676 G_L1: 3.873 D_real: 0.003 D_fake: 0.169 +(epoch: 79, iters: 45952, time: 0.421, data: 0.019) G_GAN: 4.733 G_L1: 4.772 D_real: 0.088 D_fake: 0.023 +(epoch: 79, iters: 46052, time: 0.299, data: 0.018) G_GAN: 6.468 G_L1: 3.872 D_real: 0.127 D_fake: 0.009 +(epoch: 79, iters: 46152, time: 0.293, data: 0.020) G_GAN: 3.482 G_L1: 3.047 D_real: 0.310 D_fake: 0.039 +(epoch: 79, iters: 46252, time: 0.301, data: 0.018) G_GAN: 5.345 G_L1: 3.948 D_real: 0.040 D_fake: 0.268 +(epoch: 79, iters: 46352, time: 0.414, data: 0.020) G_GAN: 4.899 G_L1: 8.950 D_real: 0.035 D_fake: 0.051 +(epoch: 79, iters: 46452, time: 0.293, data: 0.020) G_GAN: 5.596 G_L1: 5.097 D_real: 0.001 D_fake: 0.051 +(epoch: 79, iters: 46552, time: 0.293, data: 0.017) G_GAN: 4.684 G_L1: 3.241 D_real: 0.331 D_fake: 0.018 +(epoch: 79, iters: 46652, time: 0.291, data: 0.016) G_GAN: 4.094 G_L1: 3.888 D_real: 0.076 D_fake: 0.257 +(epoch: 79, iters: 46752, time: 0.623, data: 0.018) G_GAN: 4.128 G_L1: 2.983 D_real: 0.141 D_fake: 0.036 +(epoch: 79, iters: 46852, time: 0.293, data: 0.019) G_GAN: 4.990 G_L1: 4.133 D_real: 0.039 D_fake: 0.042 +(epoch: 79, iters: 46952, time: 0.298, data: 0.017) G_GAN: 5.854 G_L1: 5.266 D_real: 0.009 D_fake: 0.018 +(epoch: 79, iters: 47052, time: 0.306, data: 0.019) G_GAN: 5.156 G_L1: 4.483 D_real: 0.055 D_fake: 0.029 +(epoch: 79, iters: 47152, time: 0.396, data: 0.019) G_GAN: 3.866 G_L1: 2.729 D_real: 0.290 D_fake: 0.047 +(epoch: 79, iters: 47252, time: 0.307, data: 0.019) G_GAN: 5.003 G_L1: 4.065 D_real: 0.060 D_fake: 0.333 +(epoch: 79, iters: 47352, time: 0.301, data: 0.018) G_GAN: 4.922 G_L1: 4.367 D_real: 0.004 D_fake: 0.023 +(epoch: 79, iters: 47452, time: 0.297, data: 0.018) G_GAN: 5.838 G_L1: 4.707 D_real: 0.094 D_fake: 0.066 +(epoch: 79, iters: 47552, time: 0.428, data: 0.020) G_GAN: 6.947 G_L1: 5.342 D_real: 0.032 D_fake: 0.505 +(epoch: 79, iters: 47652, time: 0.303, data: 0.017) G_GAN: 3.243 G_L1: 2.670 D_real: 0.247 D_fake: 0.065 +(epoch: 79, iters: 47752, time: 0.294, data: 0.019) G_GAN: 5.336 G_L1: 4.493 D_real: 0.002 D_fake: 0.034 +(epoch: 79, iters: 47852, time: 0.300, data: 0.019) G_GAN: 4.980 G_L1: 3.094 D_real: 0.038 D_fake: 0.077 +(epoch: 79, iters: 47952, time: 0.410, data: 0.019) G_GAN: 4.638 G_L1: 3.813 D_real: 0.054 D_fake: 0.038 +(epoch: 79, iters: 48052, time: 0.302, data: 0.019) G_GAN: 5.246 G_L1: 3.179 D_real: 0.010 D_fake: 0.020 +(epoch: 79, iters: 48152, time: 0.301, data: 0.018) G_GAN: 3.848 G_L1: 3.709 D_real: 0.077 D_fake: 0.070 +(epoch: 79, iters: 48252, time: 0.298, data: 0.018) G_GAN: 5.836 G_L1: 5.815 D_real: 0.000 D_fake: 0.015 +(epoch: 79, iters: 48352, time: 0.416, data: 0.019) G_GAN: 4.204 G_L1: 3.869 D_real: 0.106 D_fake: 0.126 +(epoch: 79, iters: 48452, time: 0.295, data: 0.019) G_GAN: 4.164 G_L1: 3.019 D_real: 0.190 D_fake: 0.056 +(epoch: 79, iters: 48552, time: 0.304, data: 0.019) G_GAN: 4.772 G_L1: 4.684 D_real: 0.066 D_fake: 0.315 +(epoch: 79, iters: 48652, time: 0.298, data: 0.020) G_GAN: 5.115 G_L1: 3.792 D_real: 0.035 D_fake: 0.098 +(epoch: 79, iters: 48752, time: 0.588, data: 0.019) G_GAN: 5.256 G_L1: 2.095 D_real: 0.154 D_fake: 0.254 +(epoch: 79, iters: 48852, time: 0.291, data: 0.018) G_GAN: 5.316 G_L1: 4.096 D_real: 0.000 D_fake: 0.139 +(epoch: 79, iters: 48952, time: 0.291, data: 0.018) G_GAN: 4.228 G_L1: 3.562 D_real: 0.085 D_fake: 0.048 +(epoch: 79, iters: 49052, time: 0.291, data: 0.019) G_GAN: 5.353 G_L1: 4.038 D_real: 0.071 D_fake: 0.011 +(epoch: 79, iters: 49152, time: 0.420, data: 0.017) G_GAN: 12.439 G_L1: 6.179 D_real: 0.006 D_fake: 0.001 +(epoch: 79, iters: 49252, time: 0.299, data: 0.017) G_GAN: 6.656 G_L1: 7.520 D_real: 0.108 D_fake: 0.053 +(epoch: 79, iters: 49352, time: 0.294, data: 0.020) G_GAN: 7.850 G_L1: 4.332 D_real: 0.029 D_fake: 0.011 +(epoch: 79, iters: 49452, time: 0.296, data: 0.019) G_GAN: 4.370 G_L1: 3.713 D_real: 0.033 D_fake: 0.030 +(epoch: 79, iters: 49552, time: 0.377, data: 0.019) G_GAN: 5.202 G_L1: 5.871 D_real: 0.013 D_fake: 0.045 +(epoch: 79, iters: 49652, time: 0.305, data: 0.018) G_GAN: 8.486 G_L1: 3.799 D_real: 0.035 D_fake: 0.002 +(epoch: 79, iters: 49752, time: 0.305, data: 0.019) G_GAN: 4.274 G_L1: 3.436 D_real: 0.112 D_fake: 0.061 +(epoch: 79, iters: 49852, time: 0.309, data: 0.020) G_GAN: 2.752 G_L1: 2.591 D_real: 0.157 D_fake: 0.244 +(epoch: 79, iters: 49952, time: 0.424, data: 0.018) G_GAN: 8.404 G_L1: 12.044 D_real: 0.038 D_fake: 0.015 +(epoch: 79, iters: 50052, time: 0.280, data: 0.018) G_GAN: 4.602 G_L1: 3.563 D_real: 0.070 D_fake: 0.112 +(epoch: 79, iters: 50152, time: 0.297, data: 0.016) G_GAN: 4.744 G_L1: 4.449 D_real: 0.075 D_fake: 0.050 +(epoch: 79, iters: 50252, time: 0.304, data: 0.018) G_GAN: 4.713 G_L1: 3.167 D_real: 0.040 D_fake: 0.093 +(epoch: 79, iters: 50352, time: 0.410, data: 0.019) G_GAN: 4.492 G_L1: 2.739 D_real: 0.132 D_fake: 0.062 +(epoch: 79, iters: 50452, time: 0.300, data: 0.017) G_GAN: 3.499 G_L1: 4.331 D_real: 0.058 D_fake: 0.230 +(epoch: 79, iters: 50552, time: 0.294, data: 0.023) G_GAN: 3.487 G_L1: 3.081 D_real: 0.225 D_fake: 0.026 +(epoch: 79, iters: 50652, time: 0.285, data: 0.018) G_GAN: 3.761 G_L1: 2.937 D_real: 0.143 D_fake: 0.065 +(epoch: 79, iters: 50752, time: 0.549, data: 0.016) G_GAN: 4.476 G_L1: 2.679 D_real: 0.069 D_fake: 0.036 +(epoch: 79, iters: 50852, time: 0.280, data: 0.021) G_GAN: 4.680 G_L1: 4.621 D_real: 0.030 D_fake: 0.362 +(epoch: 79, iters: 50952, time: 0.289, data: 0.022) G_GAN: 4.898 G_L1: 3.763 D_real: 0.012 D_fake: 0.053 +(epoch: 79, iters: 51052, time: 0.270, data: 0.017) G_GAN: 4.511 G_L1: 3.315 D_real: 0.083 D_fake: 0.183 +(epoch: 79, iters: 51152, time: 0.370, data: 0.015) G_GAN: 5.643 G_L1: 3.325 D_real: 0.003 D_fake: 0.021 +(epoch: 79, iters: 51252, time: 0.293, data: 0.016) G_GAN: 7.152 G_L1: 5.161 D_real: 0.011 D_fake: 0.018 +(epoch: 79, iters: 51352, time: 0.293, data: 0.019) G_GAN: 4.289 G_L1: 3.301 D_real: 0.236 D_fake: 0.028 +(epoch: 79, iters: 51452, time: 0.298, data: 0.020) G_GAN: 6.217 G_L1: 7.163 D_real: 0.086 D_fake: 0.007 +(epoch: 79, iters: 51552, time: 0.419, data: 0.018) G_GAN: 5.039 G_L1: 2.421 D_real: 0.198 D_fake: 0.010 +(epoch: 79, iters: 51652, time: 0.287, data: 0.018) G_GAN: 5.943 G_L1: 2.706 D_real: 0.025 D_fake: 0.008 +(epoch: 79, iters: 51752, time: 0.295, data: 0.017) G_GAN: 5.055 G_L1: 3.791 D_real: 0.009 D_fake: 0.027 +(epoch: 79, iters: 51852, time: 0.294, data: 0.016) G_GAN: 3.513 G_L1: 3.824 D_real: 0.130 D_fake: 0.067 +(epoch: 79, iters: 51952, time: 0.405, data: 0.020) G_GAN: 4.051 G_L1: 3.873 D_real: 0.006 D_fake: 0.100 +(epoch: 79, iters: 52052, time: 0.295, data: 0.019) G_GAN: 4.741 G_L1: 4.137 D_real: 0.015 D_fake: 0.122 +(epoch: 79, iters: 52152, time: 0.295, data: 0.018) G_GAN: 3.454 G_L1: 3.198 D_real: 0.222 D_fake: 0.087 +(epoch: 79, iters: 52252, time: 0.291, data: 0.019) G_GAN: 4.976 G_L1: 4.792 D_real: 0.000 D_fake: 0.028 +(epoch: 79, iters: 52352, time: 0.389, data: 0.017) G_GAN: 4.961 G_L1: 3.228 D_real: 0.118 D_fake: 0.064 +(epoch: 79, iters: 52452, time: 0.292, data: 0.018) G_GAN: 4.831 G_L1: 3.857 D_real: 0.055 D_fake: 0.057 +(epoch: 79, iters: 52552, time: 0.293, data: 0.017) G_GAN: 5.574 G_L1: 3.430 D_real: 0.003 D_fake: 0.009 +(epoch: 79, iters: 52652, time: 0.298, data: 0.017) G_GAN: 5.108 G_L1: 5.752 D_real: 0.004 D_fake: 0.060 +(epoch: 79, iters: 52752, time: 0.607, data: 0.019) G_GAN: 5.176 G_L1: 4.333 D_real: 0.004 D_fake: 0.112 +(epoch: 79, iters: 52852, time: 0.299, data: 0.019) G_GAN: 6.100 G_L1: 3.856 D_real: 0.222 D_fake: 0.024 +(epoch: 79, iters: 52952, time: 0.299, data: 0.019) G_GAN: 5.527 G_L1: 2.751 D_real: 0.014 D_fake: 0.030 +(epoch: 79, iters: 53052, time: 0.296, data: 0.020) G_GAN: 5.348 G_L1: 4.293 D_real: 0.038 D_fake: 0.034 +(epoch: 79, iters: 53152, time: 0.415, data: 0.019) G_GAN: 5.008 G_L1: 5.431 D_real: 0.004 D_fake: 0.017 +(epoch: 79, iters: 53252, time: 0.293, data: 0.019) G_GAN: 4.395 G_L1: 4.245 D_real: 0.010 D_fake: 0.206 +(epoch: 79, iters: 53352, time: 0.289, data: 0.018) G_GAN: 4.913 G_L1: 3.774 D_real: 0.023 D_fake: 0.078 +(epoch: 79, iters: 53452, time: 0.293, data: 0.017) G_GAN: 3.093 G_L1: 4.036 D_real: 0.093 D_fake: 0.164 +(epoch: 79, iters: 53552, time: 0.410, data: 0.018) G_GAN: 5.000 G_L1: 3.422 D_real: 0.001 D_fake: 0.037 +(epoch: 79, iters: 53652, time: 0.295, data: 0.019) G_GAN: 4.329 G_L1: 3.247 D_real: 0.026 D_fake: 0.073 +(epoch: 79, iters: 53752, time: 0.303, data: 0.019) G_GAN: 6.751 G_L1: 4.497 D_real: 0.013 D_fake: 0.018 +(epoch: 79, iters: 53852, time: 0.297, data: 0.019) G_GAN: 5.009 G_L1: 4.097 D_real: 0.005 D_fake: 0.028 +(epoch: 79, iters: 53952, time: 0.405, data: 0.018) G_GAN: 3.369 G_L1: 4.732 D_real: 0.245 D_fake: 0.040 +(epoch: 79, iters: 54052, time: 0.296, data: 0.018) G_GAN: 4.942 G_L1: 4.685 D_real: 0.013 D_fake: 0.496 +(epoch: 79, iters: 54152, time: 0.296, data: 0.018) G_GAN: 4.068 G_L1: 3.658 D_real: 0.118 D_fake: 0.048 +(epoch: 79, iters: 54252, time: 0.294, data: 0.018) G_GAN: 5.157 G_L1: 9.735 D_real: 0.007 D_fake: 0.025 +(epoch: 79, iters: 54352, time: 0.371, data: 0.018) G_GAN: 4.557 G_L1: 3.043 D_real: 0.381 D_fake: 0.011 +(epoch: 79, iters: 54452, time: 0.290, data: 0.019) G_GAN: 5.809 G_L1: 2.893 D_real: 0.057 D_fake: 0.008 +(epoch: 79, iters: 54552, time: 0.290, data: 0.018) G_GAN: 2.284 G_L1: 4.138 D_real: 1.071 D_fake: 0.042 +(epoch: 79, iters: 54652, time: 0.293, data: 0.018) G_GAN: 3.485 G_L1: 5.817 D_real: 0.124 D_fake: 0.077 +(epoch: 79, iters: 54752, time: 0.606, data: 0.021) G_GAN: 5.645 G_L1: 5.015 D_real: 0.139 D_fake: 0.017 +(epoch: 79, iters: 54852, time: 0.295, data: 0.022) G_GAN: 4.333 G_L1: 4.735 D_real: 0.168 D_fake: 0.046 +(epoch: 79, iters: 54952, time: 0.302, data: 0.018) G_GAN: 7.559 G_L1: 5.741 D_real: 0.054 D_fake: 0.185 +(epoch: 79, iters: 55052, time: 0.298, data: 0.018) G_GAN: 5.456 G_L1: 4.355 D_real: 0.015 D_fake: 0.030 +(epoch: 79, iters: 55152, time: 0.414, data: 0.019) G_GAN: 5.239 G_L1: 3.520 D_real: 0.011 D_fake: 0.079 +(epoch: 79, iters: 55252, time: 0.291, data: 0.021) G_GAN: 2.547 G_L1: 3.762 D_real: 0.547 D_fake: 0.121 +(epoch: 79, iters: 55352, time: 0.272, data: 0.016) G_GAN: 4.584 G_L1: 4.606 D_real: 0.100 D_fake: 0.080 +(epoch: 79, iters: 55452, time: 0.297, data: 0.015) G_GAN: 5.348 G_L1: 3.857 D_real: 0.004 D_fake: 0.057 +(epoch: 79, iters: 55552, time: 0.369, data: 0.019) G_GAN: 4.023 G_L1: 4.068 D_real: 0.109 D_fake: 0.039 +(epoch: 79, iters: 55652, time: 0.278, data: 0.017) G_GAN: 3.512 G_L1: 3.309 D_real: 0.357 D_fake: 0.131 +(epoch: 79, iters: 55752, time: 0.292, data: 0.017) G_GAN: 7.975 G_L1: 5.761 D_real: 0.076 D_fake: 0.016 +(epoch: 79, iters: 55852, time: 0.289, data: 0.018) G_GAN: 4.126 G_L1: 4.221 D_real: 0.000 D_fake: 0.105 +(epoch: 79, iters: 55952, time: 0.406, data: 0.018) G_GAN: 5.274 G_L1: 3.364 D_real: 0.091 D_fake: 0.066 +(epoch: 79, iters: 56052, time: 0.291, data: 0.018) G_GAN: 3.834 G_L1: 3.639 D_real: 0.009 D_fake: 0.116 +(epoch: 79, iters: 56152, time: 0.277, data: 0.017) G_GAN: 3.585 G_L1: 3.398 D_real: 0.035 D_fake: 0.330 +(epoch: 79, iters: 56252, time: 0.298, data: 0.018) G_GAN: 4.247 G_L1: 5.403 D_real: 0.000 D_fake: 0.123 +(epoch: 79, iters: 56352, time: 0.405, data: 0.019) G_GAN: 4.810 G_L1: 5.059 D_real: 0.002 D_fake: 0.540 +(epoch: 79, iters: 56452, time: 0.298, data: 0.017) G_GAN: 4.944 G_L1: 4.085 D_real: 0.006 D_fake: 0.096 +(epoch: 79, iters: 56552, time: 0.291, data: 0.018) G_GAN: 5.988 G_L1: 3.744 D_real: 0.011 D_fake: 0.292 +(epoch: 79, iters: 56652, time: 0.297, data: 0.018) G_GAN: 4.092 G_L1: 2.514 D_real: 0.234 D_fake: 0.047 +(epoch: 79, iters: 56752, time: 0.609, data: 0.019) G_GAN: 3.720 G_L1: 3.077 D_real: 0.041 D_fake: 0.191 +(epoch: 79, iters: 56852, time: 0.294, data: 0.018) G_GAN: 5.220 G_L1: 3.450 D_real: 0.008 D_fake: 0.026 +(epoch: 79, iters: 56952, time: 0.288, data: 0.018) G_GAN: 4.545 G_L1: 3.575 D_real: 0.001 D_fake: 0.198 +(epoch: 79, iters: 57052, time: 0.283, data: 0.017) G_GAN: 6.796 G_L1: 4.386 D_real: 0.000 D_fake: 0.007 +(epoch: 79, iters: 57152, time: 0.374, data: 0.017) G_GAN: 4.099 G_L1: 3.735 D_real: 0.192 D_fake: 0.046 +(epoch: 79, iters: 57252, time: 0.288, data: 0.019) G_GAN: 3.390 G_L1: 3.174 D_real: 0.289 D_fake: 0.049 +(epoch: 79, iters: 57352, time: 0.299, data: 0.019) G_GAN: 3.660 G_L1: 2.818 D_real: 0.038 D_fake: 0.130 +(epoch: 79, iters: 57452, time: 0.289, data: 0.018) G_GAN: 5.626 G_L1: 7.374 D_real: 0.081 D_fake: 0.012 +(epoch: 79, iters: 57552, time: 0.413, data: 0.019) G_GAN: 6.426 G_L1: 4.986 D_real: 0.085 D_fake: 0.004 +(epoch: 79, iters: 57652, time: 0.282, data: 0.016) G_GAN: 6.735 G_L1: 3.239 D_real: 0.016 D_fake: 0.009 +(epoch: 79, iters: 57752, time: 0.294, data: 0.016) G_GAN: 5.113 G_L1: 3.385 D_real: 0.063 D_fake: 0.045 +(epoch: 79, iters: 57852, time: 0.291, data: 0.018) G_GAN: 5.155 G_L1: 3.311 D_real: 0.170 D_fake: 0.101 +(epoch: 79, iters: 57952, time: 0.422, data: 0.018) G_GAN: 4.305 G_L1: 3.610 D_real: 0.123 D_fake: 0.150 +(epoch: 79, iters: 58052, time: 0.293, data: 0.019) G_GAN: 8.317 G_L1: 6.233 D_real: 0.004 D_fake: 0.002 +(epoch: 79, iters: 58152, time: 0.295, data: 0.018) G_GAN: 2.066 G_L1: 3.359 D_real: 0.591 D_fake: 0.170 +(epoch: 79, iters: 58252, time: 0.286, data: 0.018) G_GAN: 5.234 G_L1: 3.243 D_real: 0.009 D_fake: 0.048 +(epoch: 79, iters: 58352, time: 0.404, data: 0.018) G_GAN: 4.390 G_L1: 2.985 D_real: 0.152 D_fake: 0.026 +(epoch: 79, iters: 58452, time: 0.296, data: 0.017) G_GAN: 5.029 G_L1: 4.149 D_real: 0.032 D_fake: 0.060 +(epoch: 79, iters: 58552, time: 0.293, data: 0.019) G_GAN: 5.126 G_L1: 3.650 D_real: 0.013 D_fake: 0.026 +(epoch: 79, iters: 58652, time: 0.287, data: 0.021) G_GAN: 4.697 G_L1: 3.612 D_real: 0.036 D_fake: 0.042 +(epoch: 79, iters: 58752, time: 0.582, data: 0.018) G_GAN: 5.504 G_L1: 3.997 D_real: 0.041 D_fake: 0.026 +(epoch: 79, iters: 58852, time: 0.298, data: 0.018) G_GAN: 9.481 G_L1: 4.661 D_real: 0.038 D_fake: 0.005 +(epoch: 79, iters: 58952, time: 0.296, data: 0.019) G_GAN: 3.448 G_L1: 3.053 D_real: 0.028 D_fake: 0.304 +(epoch: 79, iters: 59052, time: 0.287, data: 0.019) G_GAN: 5.368 G_L1: 3.420 D_real: 0.019 D_fake: 0.023 +(epoch: 79, iters: 59152, time: 0.413, data: 0.018) G_GAN: 4.920 G_L1: 3.782 D_real: 0.297 D_fake: 0.083 +(epoch: 79, iters: 59252, time: 0.293, data: 0.017) G_GAN: 3.907 G_L1: 4.583 D_real: 0.078 D_fake: 0.070 +(epoch: 79, iters: 59352, time: 0.273, data: 0.017) G_GAN: 4.946 G_L1: 2.460 D_real: 0.044 D_fake: 0.030 +(epoch: 79, iters: 59452, time: 0.299, data: 0.016) G_GAN: 6.232 G_L1: 4.957 D_real: 0.045 D_fake: 0.014 +(epoch: 79, iters: 59552, time: 0.412, data: 0.019) G_GAN: 4.184 G_L1: 2.871 D_real: 0.078 D_fake: 0.079 +(epoch: 79, iters: 59652, time: 0.296, data: 0.019) G_GAN: 4.260 G_L1: 4.378 D_real: 0.072 D_fake: 0.155 +(epoch: 79, iters: 59752, time: 0.301, data: 0.019) G_GAN: 6.342 G_L1: 2.870 D_real: 0.013 D_fake: 0.037 +(epoch: 79, iters: 59852, time: 0.295, data: 0.020) G_GAN: 3.771 G_L1: 3.198 D_real: 0.087 D_fake: 0.068 +(epoch: 79, iters: 59952, time: 0.403, data: 0.022) G_GAN: 5.458 G_L1: 2.935 D_real: 0.003 D_fake: 0.076 +(epoch: 80, iters: 36, time: 0.291, data: 0.043) G_GAN: 4.884 G_L1: 3.362 D_real: 0.018 D_fake: 0.026 +(epoch: 80, iters: 136, time: 0.277, data: 0.017) G_GAN: 3.898 G_L1: 4.573 D_real: 0.110 D_fake: 0.124 +(epoch: 80, iters: 236, time: 0.297, data: 0.017) G_GAN: 6.579 G_L1: 3.669 D_real: 0.277 D_fake: 0.009 +(epoch: 80, iters: 336, time: 0.587, data: 0.020) G_GAN: 5.954 G_L1: 3.100 D_real: 0.284 D_fake: 0.007 +(epoch: 80, iters: 436, time: 0.301, data: 0.017) G_GAN: 5.322 G_L1: 3.052 D_real: 0.085 D_fake: 0.038 +(epoch: 80, iters: 536, time: 0.296, data: 0.023) G_GAN: 5.730 G_L1: 4.396 D_real: 0.152 D_fake: 0.017 +(epoch: 80, iters: 636, time: 0.295, data: 0.019) G_GAN: 4.600 G_L1: 3.620 D_real: 0.002 D_fake: 0.053 +(epoch: 80, iters: 736, time: 0.563, data: 0.019) G_GAN: 4.906 G_L1: 11.192 D_real: 0.001 D_fake: 0.042 +(epoch: 80, iters: 836, time: 0.299, data: 0.017) G_GAN: 4.108 G_L1: 3.629 D_real: 0.042 D_fake: 0.058 +(epoch: 80, iters: 936, time: 0.296, data: 0.018) G_GAN: 5.046 G_L1: 4.565 D_real: 0.009 D_fake: 0.051 +(epoch: 80, iters: 1036, time: 0.281, data: 0.018) G_GAN: 4.740 G_L1: 3.016 D_real: 0.233 D_fake: 0.042 +(epoch: 80, iters: 1136, time: 0.391, data: 0.016) G_GAN: 5.604 G_L1: 2.914 D_real: 0.015 D_fake: 0.059 +(epoch: 80, iters: 1236, time: 0.293, data: 0.016) G_GAN: 5.150 G_L1: 2.992 D_real: 0.146 D_fake: 0.021 +(epoch: 80, iters: 1336, time: 0.296, data: 0.019) G_GAN: 5.722 G_L1: 3.225 D_real: 0.309 D_fake: 0.019 +(epoch: 80, iters: 1436, time: 0.294, data: 0.019) G_GAN: 3.766 G_L1: 3.970 D_real: 0.044 D_fake: 0.214 +(epoch: 80, iters: 1536, time: 0.423, data: 0.019) G_GAN: 3.791 G_L1: 4.235 D_real: 0.317 D_fake: 0.121 +(epoch: 80, iters: 1636, time: 0.284, data: 0.019) G_GAN: 5.807 G_L1: 3.822 D_real: 0.030 D_fake: 0.014 +(epoch: 80, iters: 1736, time: 0.282, data: 0.019) G_GAN: 3.161 G_L1: 2.971 D_real: 0.184 D_fake: 0.140 +(epoch: 80, iters: 1836, time: 0.290, data: 0.018) G_GAN: 5.504 G_L1: 3.792 D_real: 0.006 D_fake: 0.014 +(epoch: 80, iters: 1936, time: 0.416, data: 0.018) G_GAN: 5.418 G_L1: 4.797 D_real: 0.016 D_fake: 0.013 +(epoch: 80, iters: 2036, time: 0.290, data: 0.018) G_GAN: 5.331 G_L1: 3.748 D_real: 0.079 D_fake: 0.042 +(epoch: 80, iters: 2136, time: 0.283, data: 0.017) G_GAN: 7.880 G_L1: 5.521 D_real: 0.007 D_fake: 0.012 +(epoch: 80, iters: 2236, time: 0.293, data: 0.018) G_GAN: 4.883 G_L1: 7.056 D_real: 0.022 D_fake: 0.056 +(epoch: 80, iters: 2336, time: 0.401, data: 0.020) G_GAN: 7.410 G_L1: 3.674 D_real: 0.019 D_fake: 0.005 +(epoch: 80, iters: 2436, time: 0.291, data: 0.019) G_GAN: 5.649 G_L1: 6.215 D_real: 0.002 D_fake: 0.024 +(epoch: 80, iters: 2536, time: 0.288, data: 0.018) G_GAN: 3.369 G_L1: 2.998 D_real: 0.445 D_fake: 0.041 +(epoch: 80, iters: 2636, time: 0.294, data: 0.018) G_GAN: 3.937 G_L1: 3.932 D_real: 0.006 D_fake: 0.040 +(epoch: 80, iters: 2736, time: 0.603, data: 0.020) G_GAN: 5.984 G_L1: 8.807 D_real: 0.274 D_fake: 0.034 +(epoch: 80, iters: 2836, time: 0.284, data: 0.020) G_GAN: 4.251 G_L1: 2.779 D_real: 0.197 D_fake: 0.026 +(epoch: 80, iters: 2936, time: 0.284, data: 0.019) G_GAN: 5.668 G_L1: 3.421 D_real: 0.001 D_fake: 0.029 +(epoch: 80, iters: 3036, time: 0.291, data: 0.019) G_GAN: 4.779 G_L1: 3.109 D_real: 0.009 D_fake: 0.031 +(epoch: 80, iters: 3136, time: 0.407, data: 0.018) G_GAN: 5.075 G_L1: 3.496 D_real: 0.001 D_fake: 0.066 +(epoch: 80, iters: 3236, time: 0.290, data: 0.019) G_GAN: 5.174 G_L1: 4.830 D_real: 0.056 D_fake: 0.129 +(epoch: 80, iters: 3336, time: 0.295, data: 0.018) G_GAN: 4.420 G_L1: 5.253 D_real: 0.013 D_fake: 0.084 +(epoch: 80, iters: 3436, time: 0.297, data: 0.021) G_GAN: 3.765 G_L1: 2.421 D_real: 0.068 D_fake: 0.161 +(epoch: 80, iters: 3536, time: 0.391, data: 0.019) G_GAN: 5.518 G_L1: 3.609 D_real: 0.043 D_fake: 0.248 +(epoch: 80, iters: 3636, time: 0.295, data: 0.018) G_GAN: 5.719 G_L1: 7.376 D_real: 0.001 D_fake: 0.075 +(epoch: 80, iters: 3736, time: 0.293, data: 0.019) G_GAN: 5.103 G_L1: 5.394 D_real: 0.003 D_fake: 0.025 +(epoch: 80, iters: 3836, time: 0.302, data: 0.018) G_GAN: 4.628 G_L1: 2.737 D_real: 0.111 D_fake: 0.057 +(epoch: 80, iters: 3936, time: 0.392, data: 0.020) G_GAN: 4.840 G_L1: 5.531 D_real: 0.046 D_fake: 0.027 +(epoch: 80, iters: 4036, time: 0.296, data: 0.021) G_GAN: 4.289 G_L1: 3.389 D_real: 0.008 D_fake: 0.095 +(epoch: 80, iters: 4136, time: 0.293, data: 0.019) G_GAN: 2.642 G_L1: 2.870 D_real: 0.184 D_fake: 0.824 +(epoch: 80, iters: 4236, time: 0.299, data: 0.018) G_GAN: 4.850 G_L1: 3.769 D_real: 0.041 D_fake: 0.028 +(epoch: 80, iters: 4336, time: 0.415, data: 0.019) G_GAN: 6.680 G_L1: 4.320 D_real: 0.014 D_fake: 0.041 +(epoch: 80, iters: 4436, time: 0.300, data: 0.019) G_GAN: 4.379 G_L1: 4.979 D_real: 0.444 D_fake: 0.025 +(epoch: 80, iters: 4536, time: 0.296, data: 0.019) G_GAN: 4.376 G_L1: 5.094 D_real: 0.082 D_fake: 0.062 +(epoch: 80, iters: 4636, time: 0.300, data: 0.018) G_GAN: 4.119 G_L1: 6.394 D_real: 0.004 D_fake: 0.042 +(epoch: 80, iters: 4736, time: 0.606, data: 0.019) G_GAN: 3.613 G_L1: 3.428 D_real: 0.086 D_fake: 0.049 +(epoch: 80, iters: 4836, time: 0.302, data: 0.019) G_GAN: 5.822 G_L1: 4.135 D_real: 0.003 D_fake: 0.042 +(epoch: 80, iters: 4936, time: 0.289, data: 0.019) G_GAN: 4.892 G_L1: 4.760 D_real: 0.103 D_fake: 0.068 +(epoch: 80, iters: 5036, time: 0.301, data: 0.019) G_GAN: 5.972 G_L1: 4.813 D_real: 0.101 D_fake: 0.049 +(epoch: 80, iters: 5136, time: 0.409, data: 0.018) G_GAN: 6.184 G_L1: 3.927 D_real: 0.002 D_fake: 0.155 +(epoch: 80, iters: 5236, time: 0.289, data: 0.018) G_GAN: 5.894 G_L1: 6.921 D_real: 0.011 D_fake: 0.033 +(epoch: 80, iters: 5336, time: 0.288, data: 0.018) G_GAN: 7.824 G_L1: 6.376 D_real: 0.066 D_fake: 0.003 +(epoch: 80, iters: 5436, time: 0.297, data: 0.016) G_GAN: 5.908 G_L1: 4.316 D_real: 0.072 D_fake: 0.124 +(epoch: 80, iters: 5536, time: 0.403, data: 0.018) G_GAN: 4.473 G_L1: 3.882 D_real: 0.136 D_fake: 0.142 +(epoch: 80, iters: 5636, time: 0.302, data: 0.019) G_GAN: 5.095 G_L1: 3.521 D_real: 0.054 D_fake: 0.034 +(epoch: 80, iters: 5736, time: 0.303, data: 0.018) G_GAN: 6.784 G_L1: 11.099 D_real: 0.013 D_fake: 0.038 +(epoch: 80, iters: 5836, time: 0.304, data: 0.018) G_GAN: 5.499 G_L1: 3.342 D_real: 0.072 D_fake: 0.050 +(epoch: 80, iters: 5936, time: 0.386, data: 0.018) G_GAN: 5.466 G_L1: 5.573 D_real: 0.171 D_fake: 0.071 +(epoch: 80, iters: 6036, time: 0.295, data: 0.019) G_GAN: 6.711 G_L1: 3.413 D_real: 0.154 D_fake: 0.005 +(epoch: 80, iters: 6136, time: 0.296, data: 0.017) G_GAN: 6.376 G_L1: 10.326 D_real: 0.018 D_fake: 0.012 +(epoch: 80, iters: 6236, time: 0.291, data: 0.016) G_GAN: 5.256 G_L1: 4.300 D_real: 0.048 D_fake: 0.055 +(epoch: 80, iters: 6336, time: 0.380, data: 0.019) G_GAN: 5.901 G_L1: 5.942 D_real: 0.029 D_fake: 0.021 +(epoch: 80, iters: 6436, time: 0.273, data: 0.016) G_GAN: 5.485 G_L1: 3.684 D_real: 0.042 D_fake: 0.022 +(epoch: 80, iters: 6536, time: 0.301, data: 0.014) G_GAN: 4.625 G_L1: 4.339 D_real: 0.005 D_fake: 0.042 +(epoch: 80, iters: 6636, time: 0.291, data: 0.019) G_GAN: 6.501 G_L1: 6.953 D_real: 0.036 D_fake: 0.015 +(epoch: 80, iters: 6736, time: 0.625, data: 0.018) G_GAN: 4.594 G_L1: 3.908 D_real: 0.056 D_fake: 0.098 +(epoch: 80, iters: 6836, time: 0.272, data: 0.019) G_GAN: 5.801 G_L1: 3.708 D_real: 0.108 D_fake: 0.024 +(epoch: 80, iters: 6936, time: 0.304, data: 0.016) G_GAN: 6.787 G_L1: 3.421 D_real: 0.006 D_fake: 0.016 +(epoch: 80, iters: 7036, time: 0.290, data: 0.019) G_GAN: 7.071 G_L1: 7.159 D_real: 0.022 D_fake: 0.003 +(epoch: 80, iters: 7136, time: 0.384, data: 0.016) G_GAN: 6.332 G_L1: 3.374 D_real: 0.032 D_fake: 0.213 +(epoch: 80, iters: 7236, time: 0.293, data: 0.017) G_GAN: 5.396 G_L1: 4.088 D_real: 0.055 D_fake: 0.011 +(epoch: 80, iters: 7336, time: 0.266, data: 0.017) G_GAN: 5.419 G_L1: 4.672 D_real: 0.028 D_fake: 0.221 +(epoch: 80, iters: 7436, time: 0.302, data: 0.015) G_GAN: 4.844 G_L1: 3.369 D_real: 0.055 D_fake: 0.022 +(epoch: 80, iters: 7536, time: 0.415, data: 0.018) G_GAN: 4.544 G_L1: 5.300 D_real: 0.009 D_fake: 0.045 +(epoch: 80, iters: 7636, time: 0.306, data: 0.018) G_GAN: 5.592 G_L1: 3.715 D_real: 0.004 D_fake: 0.053 +(epoch: 80, iters: 7736, time: 0.301, data: 0.019) G_GAN: 4.598 G_L1: 4.164 D_real: 0.031 D_fake: 0.104 +(epoch: 80, iters: 7836, time: 0.275, data: 0.018) G_GAN: 4.983 G_L1: 4.815 D_real: 0.238 D_fake: 0.023 +(epoch: 80, iters: 7936, time: 0.397, data: 0.016) G_GAN: 4.987 G_L1: 3.604 D_real: 0.056 D_fake: 0.069 +(epoch: 80, iters: 8036, time: 0.294, data: 0.017) G_GAN: 5.246 G_L1: 3.347 D_real: 0.122 D_fake: 0.020 +(epoch: 80, iters: 8136, time: 0.286, data: 0.017) G_GAN: 5.844 G_L1: 4.343 D_real: 0.153 D_fake: 0.025 +(epoch: 80, iters: 8236, time: 0.297, data: 0.016) G_GAN: 3.711 G_L1: 2.460 D_real: 0.193 D_fake: 0.048 +(epoch: 80, iters: 8336, time: 0.421, data: 0.018) G_GAN: 4.417 G_L1: 3.690 D_real: 0.012 D_fake: 0.099 +(epoch: 80, iters: 8436, time: 0.303, data: 0.020) G_GAN: 5.099 G_L1: 4.043 D_real: 0.028 D_fake: 0.023 +(epoch: 80, iters: 8536, time: 0.296, data: 0.020) G_GAN: 5.114 G_L1: 3.868 D_real: 0.021 D_fake: 0.027 +(epoch: 80, iters: 8636, time: 0.290, data: 0.019) G_GAN: 5.628 G_L1: 4.434 D_real: 0.069 D_fake: 0.047 +(epoch: 80, iters: 8736, time: 0.608, data: 0.019) G_GAN: 4.205 G_L1: 2.677 D_real: 0.036 D_fake: 0.080 +(epoch: 80, iters: 8836, time: 0.302, data: 0.019) G_GAN: 4.211 G_L1: 3.492 D_real: 0.079 D_fake: 0.331 +(epoch: 80, iters: 8936, time: 0.290, data: 0.020) G_GAN: 6.136 G_L1: 4.614 D_real: 0.213 D_fake: 0.005 +(epoch: 80, iters: 9036, time: 0.289, data: 0.019) G_GAN: 4.287 G_L1: 3.787 D_real: 0.130 D_fake: 0.047 +(epoch: 80, iters: 9136, time: 0.372, data: 0.021) G_GAN: 4.526 G_L1: 3.930 D_real: 0.008 D_fake: 0.040 +(epoch: 80, iters: 9236, time: 0.265, data: 0.017) G_GAN: 5.559 G_L1: 5.235 D_real: 0.008 D_fake: 0.035 +(epoch: 80, iters: 9336, time: 0.280, data: 0.015) G_GAN: 6.225 G_L1: 9.078 D_real: 0.003 D_fake: 0.039 +(epoch: 80, iters: 9436, time: 0.283, data: 0.015) G_GAN: 5.666 G_L1: 3.436 D_real: 0.002 D_fake: 0.019 +(epoch: 80, iters: 9536, time: 0.414, data: 0.017) G_GAN: 7.015 G_L1: 4.281 D_real: 0.005 D_fake: 0.011 +(epoch: 80, iters: 9636, time: 0.289, data: 0.018) G_GAN: 6.719 G_L1: 5.060 D_real: 0.000 D_fake: 0.007 +(epoch: 80, iters: 9736, time: 0.295, data: 0.018) G_GAN: 4.124 G_L1: 5.282 D_real: 0.051 D_fake: 0.107 +(epoch: 80, iters: 9836, time: 0.293, data: 0.019) G_GAN: 5.853 G_L1: 3.821 D_real: 0.004 D_fake: 0.180 +(epoch: 80, iters: 9936, time: 0.396, data: 0.018) G_GAN: 6.306 G_L1: 2.692 D_real: 0.051 D_fake: 0.015 +(epoch: 80, iters: 10036, time: 0.304, data: 0.017) G_GAN: 5.416 G_L1: 7.879 D_real: 0.001 D_fake: 0.064 +(epoch: 80, iters: 10136, time: 0.285, data: 0.019) G_GAN: 5.625 G_L1: 3.747 D_real: 0.025 D_fake: 0.023 +(epoch: 80, iters: 10236, time: 0.291, data: 0.017) G_GAN: 5.307 G_L1: 4.737 D_real: 0.001 D_fake: 0.015 +(epoch: 80, iters: 10336, time: 0.405, data: 0.017) G_GAN: 4.743 G_L1: 3.885 D_real: 0.004 D_fake: 0.058 +(epoch: 80, iters: 10436, time: 0.288, data: 0.018) G_GAN: 4.118 G_L1: 3.854 D_real: 0.056 D_fake: 0.045 +(epoch: 80, iters: 10536, time: 0.283, data: 0.017) G_GAN: 6.814 G_L1: 3.510 D_real: 0.102 D_fake: 0.007 +(epoch: 80, iters: 10636, time: 0.301, data: 0.017) G_GAN: 6.820 G_L1: 3.365 D_real: 0.129 D_fake: 0.007 +(epoch: 80, iters: 10736, time: 0.655, data: 0.018) G_GAN: 5.822 G_L1: 4.081 D_real: 0.092 D_fake: 0.036 +(epoch: 80, iters: 10836, time: 0.298, data: 0.018) G_GAN: 4.569 G_L1: 3.616 D_real: 0.008 D_fake: 0.108 +(epoch: 80, iters: 10936, time: 0.294, data: 0.018) G_GAN: 4.537 G_L1: 5.426 D_real: 0.000 D_fake: 0.076 +(epoch: 80, iters: 11036, time: 0.282, data: 0.018) G_GAN: 6.010 G_L1: 5.894 D_real: 0.002 D_fake: 0.069 +(epoch: 80, iters: 11136, time: 0.398, data: 0.017) G_GAN: 5.956 G_L1: 3.641 D_real: 0.004 D_fake: 0.010 +(epoch: 80, iters: 11236, time: 0.294, data: 0.017) G_GAN: 4.679 G_L1: 3.984 D_real: 0.499 D_fake: 0.070 +(epoch: 80, iters: 11336, time: 0.298, data: 0.018) G_GAN: 4.824 G_L1: 2.977 D_real: 0.061 D_fake: 0.031 +(epoch: 80, iters: 11436, time: 0.287, data: 0.018) G_GAN: 3.559 G_L1: 2.940 D_real: 0.042 D_fake: 0.279 +(epoch: 80, iters: 11536, time: 0.416, data: 0.018) G_GAN: 3.998 G_L1: 2.884 D_real: 0.007 D_fake: 0.101 +(epoch: 80, iters: 11636, time: 0.301, data: 0.017) G_GAN: 5.228 G_L1: 3.860 D_real: 0.039 D_fake: 0.034 +(epoch: 80, iters: 11736, time: 0.305, data: 0.018) G_GAN: 5.235 G_L1: 3.523 D_real: 0.008 D_fake: 0.047 +(epoch: 80, iters: 11836, time: 0.284, data: 0.018) G_GAN: 5.843 G_L1: 3.804 D_real: 0.276 D_fake: 0.004 +(epoch: 80, iters: 11936, time: 0.413, data: 0.017) G_GAN: 6.190 G_L1: 3.165 D_real: 0.009 D_fake: 0.069 +(epoch: 80, iters: 12036, time: 0.289, data: 0.019) G_GAN: 3.691 G_L1: 4.103 D_real: 0.022 D_fake: 0.152 +(epoch: 80, iters: 12136, time: 0.297, data: 0.016) G_GAN: 3.902 G_L1: 3.804 D_real: 0.003 D_fake: 0.059 +(epoch: 80, iters: 12236, time: 0.295, data: 0.016) G_GAN: 5.320 G_L1: 3.284 D_real: 0.015 D_fake: 0.030 +(epoch: 80, iters: 12336, time: 0.411, data: 0.018) G_GAN: 5.627 G_L1: 2.914 D_real: 0.020 D_fake: 0.046 +(epoch: 80, iters: 12436, time: 0.287, data: 0.019) G_GAN: 6.905 G_L1: 4.763 D_real: 0.072 D_fake: 0.006 +(epoch: 80, iters: 12536, time: 0.298, data: 0.017) G_GAN: 4.670 G_L1: 3.614 D_real: 0.016 D_fake: 0.039 +(epoch: 80, iters: 12636, time: 0.279, data: 0.024) G_GAN: 3.725 G_L1: 3.455 D_real: 0.270 D_fake: 0.069 +(epoch: 80, iters: 12736, time: 0.641, data: 0.017) G_GAN: 5.618 G_L1: 3.605 D_real: 0.108 D_fake: 0.008 +(epoch: 80, iters: 12836, time: 0.288, data: 0.017) G_GAN: 4.814 G_L1: 2.926 D_real: 0.261 D_fake: 0.010 +(epoch: 80, iters: 12936, time: 0.293, data: 0.018) G_GAN: 4.904 G_L1: 4.717 D_real: 0.015 D_fake: 0.096 +(epoch: 80, iters: 13036, time: 0.291, data: 0.017) G_GAN: 2.785 G_L1: 3.021 D_real: 0.606 D_fake: 0.069 +(epoch: 80, iters: 13136, time: 0.385, data: 0.023) G_GAN: 4.958 G_L1: 4.166 D_real: 0.021 D_fake: 0.026 +(epoch: 80, iters: 13236, time: 0.295, data: 0.015) G_GAN: 5.982 G_L1: 4.306 D_real: 0.001 D_fake: 0.043 +(epoch: 80, iters: 13336, time: 0.292, data: 0.020) G_GAN: 6.138 G_L1: 4.414 D_real: 0.011 D_fake: 0.028 +(epoch: 80, iters: 13436, time: 0.297, data: 0.018) G_GAN: 3.215 G_L1: 2.280 D_real: 0.274 D_fake: 0.045 +(epoch: 80, iters: 13536, time: 0.404, data: 0.018) G_GAN: 5.618 G_L1: 3.859 D_real: 0.033 D_fake: 0.011 +(epoch: 80, iters: 13636, time: 0.287, data: 0.018) G_GAN: 4.883 G_L1: 2.778 D_real: 0.013 D_fake: 0.058 +(epoch: 80, iters: 13736, time: 0.298, data: 0.015) G_GAN: 3.983 G_L1: 3.736 D_real: 0.070 D_fake: 0.064 +(epoch: 80, iters: 13836, time: 0.297, data: 0.019) G_GAN: 4.451 G_L1: 3.437 D_real: 0.001 D_fake: 0.351 +(epoch: 80, iters: 13936, time: 0.414, data: 0.022) G_GAN: 5.205 G_L1: 3.296 D_real: 0.029 D_fake: 0.036 +(epoch: 80, iters: 14036, time: 0.302, data: 0.021) G_GAN: 4.481 G_L1: 2.724 D_real: 0.141 D_fake: 0.050 +(epoch: 80, iters: 14136, time: 0.290, data: 0.020) G_GAN: 3.684 G_L1: 3.868 D_real: 0.004 D_fake: 0.077 +(epoch: 80, iters: 14236, time: 0.305, data: 0.019) G_GAN: 6.262 G_L1: 7.226 D_real: 0.000 D_fake: 0.011 +(epoch: 80, iters: 14336, time: 0.412, data: 0.022) G_GAN: 5.581 G_L1: 4.641 D_real: 0.016 D_fake: 0.038 +(epoch: 80, iters: 14436, time: 0.300, data: 0.019) G_GAN: 4.589 G_L1: 2.823 D_real: 0.017 D_fake: 0.059 +(epoch: 80, iters: 14536, time: 0.287, data: 0.023) G_GAN: 6.325 G_L1: 4.047 D_real: 0.061 D_fake: 0.012 +(epoch: 80, iters: 14636, time: 0.285, data: 0.018) G_GAN: 5.148 G_L1: 3.610 D_real: 0.003 D_fake: 0.126 +(epoch: 80, iters: 14736, time: 0.557, data: 0.016) G_GAN: 4.093 G_L1: 3.233 D_real: 0.109 D_fake: 0.051 +(epoch: 80, iters: 14836, time: 0.295, data: 0.021) G_GAN: 3.117 G_L1: 3.320 D_real: 0.169 D_fake: 0.247 +(epoch: 80, iters: 14936, time: 0.295, data: 0.017) G_GAN: 4.887 G_L1: 4.828 D_real: 0.015 D_fake: 0.140 +(epoch: 80, iters: 15036, time: 0.294, data: 0.018) G_GAN: 5.155 G_L1: 5.016 D_real: 0.000 D_fake: 0.222 +(epoch: 80, iters: 15136, time: 0.419, data: 0.017) G_GAN: 5.355 G_L1: 4.639 D_real: 0.137 D_fake: 0.044 +(epoch: 80, iters: 15236, time: 0.293, data: 0.021) G_GAN: 4.622 G_L1: 3.952 D_real: 0.156 D_fake: 0.021 +(epoch: 80, iters: 15336, time: 0.302, data: 0.017) G_GAN: 3.988 G_L1: 4.217 D_real: 0.064 D_fake: 0.088 +(epoch: 80, iters: 15436, time: 0.301, data: 0.018) G_GAN: 4.694 G_L1: 4.396 D_real: 0.000 D_fake: 0.026 +(epoch: 80, iters: 15536, time: 0.423, data: 0.017) G_GAN: 4.158 G_L1: 2.785 D_real: 0.134 D_fake: 0.046 +(epoch: 80, iters: 15636, time: 0.303, data: 0.018) G_GAN: 5.654 G_L1: 4.253 D_real: 0.134 D_fake: 0.293 +(epoch: 80, iters: 15736, time: 0.292, data: 0.018) G_GAN: 4.022 G_L1: 3.537 D_real: 0.360 D_fake: 0.055 +(epoch: 80, iters: 15836, time: 0.300, data: 0.019) G_GAN: 4.506 G_L1: 3.847 D_real: 0.019 D_fake: 0.146 +(epoch: 80, iters: 15936, time: 0.426, data: 0.018) G_GAN: 6.869 G_L1: 4.573 D_real: 0.022 D_fake: 0.015 +(epoch: 80, iters: 16036, time: 0.297, data: 0.019) G_GAN: 4.861 G_L1: 3.867 D_real: 0.009 D_fake: 0.036 +(epoch: 80, iters: 16136, time: 0.288, data: 0.018) G_GAN: 5.021 G_L1: 3.225 D_real: 0.014 D_fake: 0.243 +(epoch: 80, iters: 16236, time: 0.283, data: 0.018) G_GAN: 3.246 G_L1: 2.939 D_real: 0.236 D_fake: 0.072 +(epoch: 80, iters: 16336, time: 0.382, data: 0.019) G_GAN: 6.390 G_L1: 3.240 D_real: 0.013 D_fake: 0.008 +(epoch: 80, iters: 16436, time: 0.295, data: 0.018) G_GAN: 4.856 G_L1: 3.472 D_real: 0.117 D_fake: 0.025 +(epoch: 80, iters: 16536, time: 0.295, data: 0.018) G_GAN: 5.745 G_L1: 4.587 D_real: 0.022 D_fake: 0.050 +(epoch: 80, iters: 16636, time: 0.304, data: 0.018) G_GAN: 6.196 G_L1: 6.062 D_real: 0.001 D_fake: 0.055 +(epoch: 80, iters: 16736, time: 0.571, data: 0.018) G_GAN: 4.643 G_L1: 3.228 D_real: 0.119 D_fake: 0.082 +(epoch: 80, iters: 16836, time: 0.302, data: 0.018) G_GAN: 3.953 G_L1: 3.404 D_real: 0.171 D_fake: 0.036 +(epoch: 80, iters: 16936, time: 0.302, data: 0.017) G_GAN: 6.206 G_L1: 6.111 D_real: 0.459 D_fake: 0.013 +(epoch: 80, iters: 17036, time: 0.294, data: 0.018) G_GAN: 4.768 G_L1: 6.001 D_real: 0.000 D_fake: 0.046 +(epoch: 80, iters: 17136, time: 0.413, data: 0.018) G_GAN: 5.659 G_L1: 5.427 D_real: 0.049 D_fake: 0.012 +(epoch: 80, iters: 17236, time: 0.298, data: 0.020) G_GAN: 4.254 G_L1: 3.020 D_real: 0.190 D_fake: 0.058 +(epoch: 80, iters: 17336, time: 0.295, data: 0.018) G_GAN: 3.171 G_L1: 3.294 D_real: 0.005 D_fake: 0.286 +(epoch: 80, iters: 17436, time: 0.300, data: 0.020) G_GAN: 4.904 G_L1: 3.658 D_real: 0.014 D_fake: 0.046 +(epoch: 80, iters: 17536, time: 0.422, data: 0.019) G_GAN: 4.622 G_L1: 4.265 D_real: 0.688 D_fake: 0.025 +(epoch: 80, iters: 17636, time: 0.299, data: 0.019) G_GAN: 4.717 G_L1: 2.931 D_real: 0.079 D_fake: 0.143 +(epoch: 80, iters: 17736, time: 0.301, data: 0.019) G_GAN: 4.597 G_L1: 5.876 D_real: 0.111 D_fake: 0.024 +(epoch: 80, iters: 17836, time: 0.293, data: 0.019) G_GAN: 5.166 G_L1: 3.940 D_real: 0.033 D_fake: 0.031 +(epoch: 80, iters: 17936, time: 0.416, data: 0.020) G_GAN: 4.562 G_L1: 3.255 D_real: 0.190 D_fake: 0.032 +(epoch: 80, iters: 18036, time: 0.305, data: 0.018) G_GAN: 4.938 G_L1: 4.966 D_real: 0.113 D_fake: 0.259 +(epoch: 80, iters: 18136, time: 0.291, data: 0.018) G_GAN: 6.445 G_L1: 6.104 D_real: 0.004 D_fake: 0.027 +(epoch: 80, iters: 18236, time: 0.300, data: 0.018) G_GAN: 4.094 G_L1: 3.645 D_real: 0.080 D_fake: 0.560 +(epoch: 80, iters: 18336, time: 0.392, data: 0.018) G_GAN: 5.702 G_L1: 3.904 D_real: 0.123 D_fake: 0.018 +(epoch: 80, iters: 18436, time: 0.289, data: 0.019) G_GAN: 4.494 G_L1: 3.709 D_real: 0.045 D_fake: 0.064 +(epoch: 80, iters: 18536, time: 0.303, data: 0.017) G_GAN: 6.882 G_L1: 7.242 D_real: 0.027 D_fake: 0.852 +(epoch: 80, iters: 18636, time: 0.301, data: 0.020) G_GAN: 4.548 G_L1: 5.503 D_real: 0.034 D_fake: 0.070 +(epoch: 80, iters: 18736, time: 0.561, data: 0.018) G_GAN: 3.956 G_L1: 3.208 D_real: 0.038 D_fake: 0.090 +(epoch: 80, iters: 18836, time: 0.298, data: 0.020) G_GAN: 2.648 G_L1: 1.892 D_real: 0.181 D_fake: 0.347 +(epoch: 80, iters: 18936, time: 0.294, data: 0.022) G_GAN: 4.473 G_L1: 3.418 D_real: 0.026 D_fake: 0.031 +(epoch: 80, iters: 19036, time: 0.297, data: 0.016) G_GAN: 3.754 G_L1: 3.271 D_real: 0.001 D_fake: 0.101 +(epoch: 80, iters: 19136, time: 0.391, data: 0.019) G_GAN: 3.949 G_L1: 3.153 D_real: 0.499 D_fake: 0.022 +(epoch: 80, iters: 19236, time: 0.312, data: 0.018) G_GAN: 3.927 G_L1: 2.136 D_real: 0.352 D_fake: 0.038 +(epoch: 80, iters: 19336, time: 0.298, data: 0.019) G_GAN: 6.049 G_L1: 4.513 D_real: 0.021 D_fake: 0.007 +(epoch: 80, iters: 19436, time: 0.293, data: 0.019) G_GAN: 5.067 G_L1: 4.509 D_real: 0.005 D_fake: 0.105 +(epoch: 80, iters: 19536, time: 0.398, data: 0.018) G_GAN: 5.890 G_L1: 3.366 D_real: 0.063 D_fake: 0.472 +(epoch: 80, iters: 19636, time: 0.300, data: 0.018) G_GAN: 6.204 G_L1: 7.076 D_real: 0.026 D_fake: 0.020 +(epoch: 80, iters: 19736, time: 0.300, data: 0.021) G_GAN: 4.799 G_L1: 3.801 D_real: 0.060 D_fake: 0.035 +(epoch: 80, iters: 19836, time: 0.289, data: 0.019) G_GAN: 4.673 G_L1: 2.541 D_real: 0.027 D_fake: 0.134 +(epoch: 80, iters: 19936, time: 0.395, data: 0.018) G_GAN: 5.868 G_L1: 3.289 D_real: 0.071 D_fake: 0.014 +(epoch: 80, iters: 20036, time: 0.294, data: 0.018) G_GAN: 3.896 G_L1: 3.745 D_real: 0.367 D_fake: 0.085 +(epoch: 80, iters: 20136, time: 0.303, data: 0.018) G_GAN: 6.897 G_L1: 3.884 D_real: 0.034 D_fake: 0.207 +(epoch: 80, iters: 20236, time: 0.299, data: 0.019) G_GAN: 4.130 G_L1: 3.338 D_real: 0.125 D_fake: 0.080 +(epoch: 80, iters: 20336, time: 0.416, data: 0.019) G_GAN: 3.991 G_L1: 3.692 D_real: 0.040 D_fake: 0.086 +(epoch: 80, iters: 20436, time: 0.305, data: 0.019) G_GAN: 4.618 G_L1: 3.155 D_real: 0.298 D_fake: 0.020 +(epoch: 80, iters: 20536, time: 0.302, data: 0.020) G_GAN: 5.681 G_L1: 4.387 D_real: 0.049 D_fake: 0.040 +(epoch: 80, iters: 20636, time: 0.303, data: 0.019) G_GAN: 4.994 G_L1: 3.781 D_real: 0.025 D_fake: 0.030 +(epoch: 80, iters: 20736, time: 0.554, data: 0.018) G_GAN: 4.096 G_L1: 2.807 D_real: 0.468 D_fake: 0.040 +(epoch: 80, iters: 20836, time: 0.302, data: 0.018) G_GAN: 4.720 G_L1: 3.832 D_real: 0.165 D_fake: 0.053 +(epoch: 80, iters: 20936, time: 0.301, data: 0.019) G_GAN: 6.351 G_L1: 4.001 D_real: 0.010 D_fake: 0.007 +(epoch: 80, iters: 21036, time: 0.298, data: 0.021) G_GAN: 6.338 G_L1: 5.913 D_real: 0.005 D_fake: 0.088 +(epoch: 80, iters: 21136, time: 0.415, data: 0.019) G_GAN: 6.294 G_L1: 3.849 D_real: 0.057 D_fake: 0.014 +(epoch: 80, iters: 21236, time: 0.302, data: 0.019) G_GAN: 6.441 G_L1: 5.957 D_real: 0.073 D_fake: 0.087 +(epoch: 80, iters: 21336, time: 0.296, data: 0.019) G_GAN: 4.370 G_L1: 3.352 D_real: 0.002 D_fake: 0.070 +(epoch: 80, iters: 21436, time: 0.305, data: 0.020) G_GAN: 4.012 G_L1: 3.466 D_real: 0.166 D_fake: 0.032 +(epoch: 80, iters: 21536, time: 0.406, data: 0.020) G_GAN: 5.402 G_L1: 5.979 D_real: 0.069 D_fake: 0.016 +(epoch: 80, iters: 21636, time: 0.303, data: 0.020) G_GAN: 4.871 G_L1: 3.039 D_real: 0.551 D_fake: 0.136 +(epoch: 80, iters: 21736, time: 0.300, data: 0.018) G_GAN: 5.462 G_L1: 4.147 D_real: 0.005 D_fake: 0.024 +(epoch: 80, iters: 21836, time: 0.291, data: 0.019) G_GAN: 5.944 G_L1: 5.932 D_real: 0.005 D_fake: 0.027 +(epoch: 80, iters: 21936, time: 0.407, data: 0.018) G_GAN: 4.932 G_L1: 4.011 D_real: 0.149 D_fake: 0.011 +(epoch: 80, iters: 22036, time: 0.294, data: 0.019) G_GAN: 4.129 G_L1: 3.720 D_real: 0.054 D_fake: 0.141 +(epoch: 80, iters: 22136, time: 0.299, data: 0.019) G_GAN: 3.990 G_L1: 3.182 D_real: 0.013 D_fake: 0.081 +(epoch: 80, iters: 22236, time: 0.304, data: 0.018) G_GAN: 4.784 G_L1: 3.074 D_real: 0.133 D_fake: 0.153 +(epoch: 80, iters: 22336, time: 0.418, data: 0.019) G_GAN: 4.767 G_L1: 5.963 D_real: 0.036 D_fake: 0.096 +(epoch: 80, iters: 22436, time: 0.298, data: 0.019) G_GAN: 4.470 G_L1: 4.043 D_real: 0.174 D_fake: 0.032 +(epoch: 80, iters: 22536, time: 0.294, data: 0.019) G_GAN: 5.981 G_L1: 3.891 D_real: 0.020 D_fake: 0.011 +(epoch: 80, iters: 22636, time: 0.290, data: 0.020) G_GAN: 3.149 G_L1: 3.529 D_real: 0.276 D_fake: 0.119 +(epoch: 80, iters: 22736, time: 0.626, data: 0.018) G_GAN: 4.625 G_L1: 5.826 D_real: 0.000 D_fake: 0.175 +(epoch: 80, iters: 22836, time: 0.301, data: 0.019) G_GAN: 5.481 G_L1: 3.262 D_real: 0.006 D_fake: 0.066 +(epoch: 80, iters: 22936, time: 0.296, data: 0.019) G_GAN: 4.574 G_L1: 4.480 D_real: 0.157 D_fake: 0.028 +(epoch: 80, iters: 23036, time: 0.300, data: 0.017) G_GAN: 4.711 G_L1: 7.028 D_real: 0.050 D_fake: 0.079 +(epoch: 80, iters: 23136, time: 0.437, data: 0.025) G_GAN: 6.898 G_L1: 8.908 D_real: 0.004 D_fake: 0.108 +(epoch: 80, iters: 23236, time: 0.305, data: 0.018) G_GAN: 7.091 G_L1: 6.310 D_real: 0.010 D_fake: 0.022 +(epoch: 80, iters: 23336, time: 0.299, data: 0.019) G_GAN: 5.249 G_L1: 3.411 D_real: 0.001 D_fake: 0.028 +(epoch: 80, iters: 23436, time: 0.304, data: 0.018) G_GAN: 4.368 G_L1: 3.880 D_real: 0.081 D_fake: 0.053 +(epoch: 80, iters: 23536, time: 0.402, data: 0.019) G_GAN: 4.982 G_L1: 3.256 D_real: 0.711 D_fake: 0.200 +(epoch: 80, iters: 23636, time: 0.295, data: 0.019) G_GAN: 5.979 G_L1: 4.452 D_real: 0.038 D_fake: 0.033 +(epoch: 80, iters: 23736, time: 0.298, data: 0.017) G_GAN: 4.840 G_L1: 3.692 D_real: 0.006 D_fake: 0.191 +(epoch: 80, iters: 23836, time: 0.293, data: 0.019) G_GAN: 6.095 G_L1: 2.188 D_real: 0.034 D_fake: 0.031 +(epoch: 80, iters: 23936, time: 0.384, data: 0.020) G_GAN: 4.445 G_L1: 4.568 D_real: 0.004 D_fake: 0.077 +(epoch: 80, iters: 24036, time: 0.295, data: 0.016) G_GAN: 3.723 G_L1: 3.461 D_real: 0.064 D_fake: 0.084 +(epoch: 80, iters: 24136, time: 0.298, data: 0.021) G_GAN: 4.507 G_L1: 4.703 D_real: 0.542 D_fake: 0.051 +(epoch: 80, iters: 24236, time: 0.296, data: 0.019) G_GAN: 5.249 G_L1: 4.079 D_real: 0.061 D_fake: 0.032 +(epoch: 80, iters: 24336, time: 0.415, data: 0.018) G_GAN: 5.970 G_L1: 3.716 D_real: 0.003 D_fake: 0.099 +(epoch: 80, iters: 24436, time: 0.301, data: 0.022) G_GAN: 10.161 G_L1: 4.795 D_real: 0.019 D_fake: 0.013 +(epoch: 80, iters: 24536, time: 0.301, data: 0.020) G_GAN: 4.066 G_L1: 3.366 D_real: 0.172 D_fake: 0.087 +(epoch: 80, iters: 24636, time: 0.303, data: 0.018) G_GAN: 5.486 G_L1: 4.515 D_real: 0.075 D_fake: 0.018 +(epoch: 80, iters: 24736, time: 0.608, data: 0.020) G_GAN: 6.335 G_L1: 4.913 D_real: 0.150 D_fake: 0.010 +(epoch: 80, iters: 24836, time: 0.293, data: 0.017) G_GAN: 4.833 G_L1: 5.507 D_real: 0.178 D_fake: 0.039 +(epoch: 80, iters: 24936, time: 0.300, data: 0.019) G_GAN: 6.309 G_L1: 6.661 D_real: 0.006 D_fake: 0.037 +(epoch: 80, iters: 25036, time: 0.288, data: 0.019) G_GAN: 5.401 G_L1: 4.182 D_real: 0.086 D_fake: 0.012 +(epoch: 80, iters: 25136, time: 0.375, data: 0.017) G_GAN: 6.447 G_L1: 5.177 D_real: 0.006 D_fake: 0.061 +(epoch: 80, iters: 25236, time: 0.300, data: 0.018) G_GAN: 6.167 G_L1: 3.996 D_real: 0.051 D_fake: 0.013 +(epoch: 80, iters: 25336, time: 0.298, data: 0.019) G_GAN: 3.235 G_L1: 2.574 D_real: 0.053 D_fake: 0.152 +(epoch: 80, iters: 25436, time: 0.297, data: 0.019) G_GAN: 5.521 G_L1: 3.413 D_real: 0.056 D_fake: 0.027 +(epoch: 80, iters: 25536, time: 0.421, data: 0.018) G_GAN: 4.334 G_L1: 4.563 D_real: 0.008 D_fake: 0.126 +(epoch: 80, iters: 25636, time: 0.295, data: 0.018) G_GAN: 2.649 G_L1: 3.074 D_real: 0.256 D_fake: 0.321 +(epoch: 80, iters: 25736, time: 0.303, data: 0.016) G_GAN: 5.308 G_L1: 5.011 D_real: 0.003 D_fake: 0.038 +(epoch: 80, iters: 25836, time: 0.292, data: 0.018) G_GAN: 4.726 G_L1: 3.020 D_real: 0.021 D_fake: 0.063 +(epoch: 80, iters: 25936, time: 0.409, data: 0.019) G_GAN: 4.208 G_L1: 2.322 D_real: 1.380 D_fake: 0.017 +(epoch: 80, iters: 26036, time: 0.288, data: 0.018) G_GAN: 4.066 G_L1: 3.217 D_real: 0.283 D_fake: 0.150 +(epoch: 80, iters: 26136, time: 0.284, data: 0.018) G_GAN: 3.649 G_L1: 3.764 D_real: 0.168 D_fake: 0.232 +(epoch: 80, iters: 26236, time: 0.304, data: 0.018) G_GAN: 4.169 G_L1: 3.718 D_real: 0.072 D_fake: 0.044 +(epoch: 80, iters: 26336, time: 0.412, data: 0.021) G_GAN: 3.704 G_L1: 3.134 D_real: 0.116 D_fake: 0.093 +(epoch: 80, iters: 26436, time: 0.291, data: 0.018) G_GAN: 6.025 G_L1: 3.216 D_real: 0.001 D_fake: 0.007 +(epoch: 80, iters: 26536, time: 0.303, data: 0.019) G_GAN: 4.655 G_L1: 3.689 D_real: 0.010 D_fake: 0.339 +(epoch: 80, iters: 26636, time: 0.300, data: 0.019) G_GAN: 4.956 G_L1: 4.807 D_real: 0.018 D_fake: 0.039 +(epoch: 80, iters: 26736, time: 0.605, data: 0.020) G_GAN: 4.962 G_L1: 5.067 D_real: 0.069 D_fake: 0.040 +(epoch: 80, iters: 26836, time: 0.305, data: 0.017) G_GAN: 5.108 G_L1: 2.708 D_real: 0.062 D_fake: 0.702 +(epoch: 80, iters: 26936, time: 0.302, data: 0.022) G_GAN: 5.685 G_L1: 3.730 D_real: 0.176 D_fake: 0.011 +(epoch: 80, iters: 27036, time: 0.284, data: 0.019) G_GAN: 5.528 G_L1: 3.156 D_real: 0.424 D_fake: 0.005 +(epoch: 80, iters: 27136, time: 0.410, data: 0.017) G_GAN: 4.242 G_L1: 3.239 D_real: 0.127 D_fake: 0.038 +(epoch: 80, iters: 27236, time: 0.292, data: 0.019) G_GAN: 3.576 G_L1: 3.429 D_real: 0.106 D_fake: 0.155 +(epoch: 80, iters: 27336, time: 0.300, data: 0.018) G_GAN: 5.172 G_L1: 3.676 D_real: 0.013 D_fake: 0.026 +(epoch: 80, iters: 27436, time: 0.303, data: 0.019) G_GAN: 5.346 G_L1: 4.886 D_real: 0.021 D_fake: 0.034 +(epoch: 80, iters: 27536, time: 0.412, data: 0.018) G_GAN: 5.431 G_L1: 3.719 D_real: 0.415 D_fake: 0.006 +(epoch: 80, iters: 27636, time: 0.291, data: 0.017) G_GAN: 5.036 G_L1: 4.246 D_real: 0.013 D_fake: 0.028 +(epoch: 80, iters: 27736, time: 0.291, data: 0.017) G_GAN: 5.434 G_L1: 5.106 D_real: 0.027 D_fake: 0.296 +(epoch: 80, iters: 27836, time: 0.300, data: 0.018) G_GAN: 5.094 G_L1: 4.258 D_real: 0.002 D_fake: 0.069 +(epoch: 80, iters: 27936, time: 0.414, data: 0.022) G_GAN: 3.263 G_L1: 4.783 D_real: 0.514 D_fake: 0.178 +(epoch: 80, iters: 28036, time: 0.299, data: 0.018) G_GAN: 4.447 G_L1: 5.487 D_real: 0.004 D_fake: 0.040 +(epoch: 80, iters: 28136, time: 0.293, data: 0.019) G_GAN: 6.061 G_L1: 3.278 D_real: 0.039 D_fake: 0.010 +(epoch: 80, iters: 28236, time: 0.295, data: 0.019) G_GAN: 3.579 G_L1: 3.323 D_real: 0.264 D_fake: 0.049 +(epoch: 80, iters: 28336, time: 0.397, data: 0.019) G_GAN: 6.062 G_L1: 4.388 D_real: 0.001 D_fake: 0.012 +(epoch: 80, iters: 28436, time: 0.304, data: 0.016) G_GAN: 4.935 G_L1: 4.474 D_real: 0.006 D_fake: 0.073 +(epoch: 80, iters: 28536, time: 0.293, data: 0.018) G_GAN: 4.507 G_L1: 4.966 D_real: 0.039 D_fake: 0.036 +(epoch: 80, iters: 28636, time: 0.290, data: 0.020) G_GAN: 3.721 G_L1: 4.112 D_real: 0.150 D_fake: 0.057 +(epoch: 80, iters: 28736, time: 0.613, data: 0.018) G_GAN: 3.589 G_L1: 3.442 D_real: 0.087 D_fake: 0.211 +(epoch: 80, iters: 28836, time: 0.298, data: 0.020) G_GAN: 5.093 G_L1: 4.270 D_real: 0.241 D_fake: 0.110 +(epoch: 80, iters: 28936, time: 0.273, data: 0.019) G_GAN: 4.043 G_L1: 3.336 D_real: 0.014 D_fake: 0.116 +(epoch: 80, iters: 29036, time: 0.300, data: 0.016) G_GAN: 6.603 G_L1: 5.963 D_real: 0.023 D_fake: 0.015 +(epoch: 80, iters: 29136, time: 0.409, data: 0.021) G_GAN: 3.548 G_L1: 3.742 D_real: 0.365 D_fake: 0.047 +(epoch: 80, iters: 29236, time: 0.303, data: 0.018) G_GAN: 4.284 G_L1: 2.698 D_real: 0.246 D_fake: 0.056 +(epoch: 80, iters: 29336, time: 0.297, data: 0.022) G_GAN: 5.566 G_L1: 6.133 D_real: 0.140 D_fake: 0.451 +(epoch: 80, iters: 29436, time: 0.302, data: 0.018) G_GAN: 4.185 G_L1: 4.350 D_real: 0.335 D_fake: 0.018 +(epoch: 80, iters: 29536, time: 0.377, data: 0.018) G_GAN: 5.266 G_L1: 4.833 D_real: 0.061 D_fake: 0.054 +(epoch: 80, iters: 29636, time: 0.302, data: 0.019) G_GAN: 4.785 G_L1: 4.237 D_real: 0.191 D_fake: 0.028 +(epoch: 80, iters: 29736, time: 0.284, data: 0.020) G_GAN: 5.598 G_L1: 4.229 D_real: 0.065 D_fake: 0.023 +(epoch: 80, iters: 29836, time: 0.304, data: 0.016) G_GAN: 5.073 G_L1: 4.488 D_real: 0.158 D_fake: 0.055 +(epoch: 80, iters: 29936, time: 0.400, data: 0.019) G_GAN: 5.829 G_L1: 4.123 D_real: 0.001 D_fake: 0.351 +(epoch: 80, iters: 30036, time: 0.296, data: 0.018) G_GAN: 5.255 G_L1: 2.859 D_real: 0.624 D_fake: 0.009 +(epoch: 80, iters: 30136, time: 0.284, data: 0.022) G_GAN: 4.813 G_L1: 10.779 D_real: 0.062 D_fake: 0.033 +(epoch: 80, iters: 30236, time: 0.300, data: 0.018) G_GAN: 6.670 G_L1: 7.627 D_real: 0.119 D_fake: 0.016 +(epoch: 80, iters: 30336, time: 0.422, data: 0.019) G_GAN: 5.322 G_L1: 4.290 D_real: 0.129 D_fake: 0.055 +(epoch: 80, iters: 30436, time: 0.303, data: 0.020) G_GAN: 7.327 G_L1: 3.402 D_real: 0.051 D_fake: 0.014 +(epoch: 80, iters: 30536, time: 0.295, data: 0.019) G_GAN: 6.292 G_L1: 6.615 D_real: 0.035 D_fake: 0.010 +(epoch: 80, iters: 30636, time: 0.306, data: 0.019) G_GAN: 5.457 G_L1: 4.606 D_real: 0.002 D_fake: 0.039 +(epoch: 80, iters: 30736, time: 0.613, data: 0.019) G_GAN: 4.334 G_L1: 4.014 D_real: 0.004 D_fake: 0.097 +(epoch: 80, iters: 30836, time: 0.285, data: 0.019) G_GAN: 7.713 G_L1: 3.523 D_real: 0.007 D_fake: 0.023 +(epoch: 80, iters: 30936, time: 0.302, data: 0.017) G_GAN: 5.122 G_L1: 4.355 D_real: 0.283 D_fake: 0.019 +(epoch: 80, iters: 31036, time: 0.307, data: 0.020) G_GAN: 4.360 G_L1: 3.207 D_real: 0.082 D_fake: 0.034 +(epoch: 80, iters: 31136, time: 0.400, data: 0.020) G_GAN: 4.616 G_L1: 3.193 D_real: 0.023 D_fake: 0.195 +(epoch: 80, iters: 31236, time: 0.303, data: 0.018) G_GAN: 4.486 G_L1: 3.102 D_real: 0.049 D_fake: 0.037 +(epoch: 80, iters: 31336, time: 0.307, data: 0.024) G_GAN: 4.751 G_L1: 3.987 D_real: 0.001 D_fake: 0.131 +(epoch: 80, iters: 31436, time: 0.287, data: 0.019) G_GAN: 4.387 G_L1: 4.644 D_real: 0.000 D_fake: 0.075 +(epoch: 80, iters: 31536, time: 0.415, data: 0.017) G_GAN: 3.278 G_L1: 3.949 D_real: 0.208 D_fake: 0.187 +(epoch: 80, iters: 31636, time: 0.296, data: 0.018) G_GAN: 6.165 G_L1: 6.303 D_real: 0.036 D_fake: 0.019 +(epoch: 80, iters: 31736, time: 0.297, data: 0.017) G_GAN: 3.762 G_L1: 3.072 D_real: 0.081 D_fake: 0.142 +(epoch: 80, iters: 31836, time: 0.304, data: 0.018) G_GAN: 3.691 G_L1: 4.469 D_real: 0.108 D_fake: 0.502 +(epoch: 80, iters: 31936, time: 0.423, data: 0.019) G_GAN: 5.264 G_L1: 3.880 D_real: 0.052 D_fake: 0.061 +(epoch: 80, iters: 32036, time: 0.293, data: 0.042) G_GAN: 5.873 G_L1: 6.650 D_real: 0.045 D_fake: 0.050 +(epoch: 80, iters: 32136, time: 0.295, data: 0.019) G_GAN: 5.896 G_L1: 3.065 D_real: 0.023 D_fake: 0.009 +(epoch: 80, iters: 32236, time: 0.301, data: 0.018) G_GAN: 4.676 G_L1: 3.776 D_real: 0.063 D_fake: 0.044 +(epoch: 80, iters: 32336, time: 0.408, data: 0.023) G_GAN: 3.499 G_L1: 2.662 D_real: 0.014 D_fake: 0.241 +(epoch: 80, iters: 32436, time: 0.304, data: 0.016) G_GAN: 4.103 G_L1: 3.828 D_real: 0.063 D_fake: 0.135 +(epoch: 80, iters: 32536, time: 0.294, data: 0.019) G_GAN: 4.497 G_L1: 4.621 D_real: 0.150 D_fake: 0.021 +(epoch: 80, iters: 32636, time: 0.284, data: 0.020) G_GAN: 4.879 G_L1: 3.645 D_real: 0.213 D_fake: 0.022 +(epoch: 80, iters: 32736, time: 0.612, data: 0.018) G_GAN: 4.794 G_L1: 3.450 D_real: 0.269 D_fake: 0.022 +(epoch: 80, iters: 32836, time: 0.304, data: 0.018) G_GAN: 5.165 G_L1: 3.813 D_real: 0.039 D_fake: 0.022 +(epoch: 80, iters: 32936, time: 0.293, data: 0.018) G_GAN: 4.005 G_L1: 3.229 D_real: 0.117 D_fake: 0.071 +(epoch: 80, iters: 33036, time: 0.302, data: 0.020) G_GAN: 3.571 G_L1: 2.795 D_real: 0.187 D_fake: 0.090 +(epoch: 80, iters: 33136, time: 0.402, data: 0.019) G_GAN: 7.541 G_L1: 3.899 D_real: 0.046 D_fake: 0.003 +(epoch: 80, iters: 33236, time: 0.304, data: 0.017) G_GAN: 5.701 G_L1: 2.885 D_real: 0.299 D_fake: 0.060 +(epoch: 80, iters: 33336, time: 0.292, data: 0.020) G_GAN: 6.356 G_L1: 4.970 D_real: 0.030 D_fake: 0.022 +(epoch: 80, iters: 33436, time: 0.300, data: 0.019) G_GAN: 6.560 G_L1: 3.968 D_real: 0.224 D_fake: 0.006 +(epoch: 80, iters: 33536, time: 0.430, data: 0.019) G_GAN: 4.803 G_L1: 5.470 D_real: 0.013 D_fake: 0.238 +(epoch: 80, iters: 33636, time: 0.297, data: 0.022) G_GAN: 5.944 G_L1: 7.780 D_real: 0.012 D_fake: 0.035 +(epoch: 80, iters: 33736, time: 0.303, data: 0.018) G_GAN: 9.760 G_L1: 4.972 D_real: 0.030 D_fake: 0.001 +(epoch: 80, iters: 33836, time: 0.298, data: 0.021) G_GAN: 3.665 G_L1: 5.176 D_real: 0.020 D_fake: 0.173 +(epoch: 80, iters: 33936, time: 0.425, data: 0.020) G_GAN: 6.597 G_L1: 5.009 D_real: 0.140 D_fake: 0.004 +(epoch: 80, iters: 34036, time: 0.298, data: 0.020) G_GAN: 4.507 G_L1: 4.589 D_real: 0.012 D_fake: 0.083 +(epoch: 80, iters: 34136, time: 0.298, data: 0.021) G_GAN: 5.585 G_L1: 5.030 D_real: 0.125 D_fake: 0.013 +(epoch: 80, iters: 34236, time: 0.301, data: 0.018) G_GAN: 4.256 G_L1: 3.392 D_real: 0.036 D_fake: 0.175 +(epoch: 80, iters: 34336, time: 0.424, data: 0.018) G_GAN: 4.560 G_L1: 5.520 D_real: 0.000 D_fake: 0.106 +(epoch: 80, iters: 34436, time: 0.290, data: 0.020) G_GAN: 4.647 G_L1: 2.638 D_real: 0.016 D_fake: 0.082 +(epoch: 80, iters: 34536, time: 0.301, data: 0.016) G_GAN: 3.992 G_L1: 3.706 D_real: 0.000 D_fake: 0.371 +(epoch: 80, iters: 34636, time: 0.305, data: 0.020) G_GAN: 5.236 G_L1: 3.556 D_real: 0.001 D_fake: 0.023 +(epoch: 80, iters: 34736, time: 0.569, data: 0.019) G_GAN: 4.819 G_L1: 3.582 D_real: 0.135 D_fake: 0.028 +(epoch: 80, iters: 34836, time: 0.299, data: 0.018) G_GAN: 6.472 G_L1: 4.088 D_real: 0.107 D_fake: 0.368 +(epoch: 80, iters: 34936, time: 0.291, data: 0.019) G_GAN: 6.232 G_L1: 5.282 D_real: 0.068 D_fake: 0.036 +(epoch: 80, iters: 35036, time: 0.303, data: 0.022) G_GAN: 5.438 G_L1: 3.441 D_real: 0.172 D_fake: 0.018 +(epoch: 80, iters: 35136, time: 0.365, data: 0.021) G_GAN: 4.719 G_L1: 4.249 D_real: 0.206 D_fake: 0.027 +(epoch: 80, iters: 35236, time: 0.295, data: 0.022) G_GAN: 5.280 G_L1: 2.910 D_real: 0.068 D_fake: 0.019 +(epoch: 80, iters: 35336, time: 0.293, data: 0.018) G_GAN: 5.966 G_L1: 2.988 D_real: 0.221 D_fake: 0.009 +(epoch: 80, iters: 35436, time: 0.291, data: 0.019) G_GAN: 6.833 G_L1: 5.159 D_real: 0.019 D_fake: 0.117 +(epoch: 80, iters: 35536, time: 0.382, data: 0.017) G_GAN: 5.061 G_L1: 3.399 D_real: 0.003 D_fake: 0.053 +(epoch: 80, iters: 35636, time: 0.306, data: 0.019) G_GAN: 4.813 G_L1: 5.186 D_real: 0.014 D_fake: 0.035 +(epoch: 80, iters: 35736, time: 0.295, data: 0.020) G_GAN: 4.570 G_L1: 2.737 D_real: 0.120 D_fake: 0.151 +(epoch: 80, iters: 35836, time: 0.287, data: 0.018) G_GAN: 5.426 G_L1: 6.180 D_real: 0.001 D_fake: 0.077 +(epoch: 80, iters: 35936, time: 0.432, data: 0.017) G_GAN: 4.442 G_L1: 4.329 D_real: 0.000 D_fake: 0.043 +(epoch: 80, iters: 36036, time: 0.302, data: 0.019) G_GAN: 6.380 G_L1: 4.177 D_real: 0.027 D_fake: 0.169 +(epoch: 80, iters: 36136, time: 0.305, data: 0.020) G_GAN: 4.941 G_L1: 3.779 D_real: 0.038 D_fake: 0.056 +(epoch: 80, iters: 36236, time: 0.303, data: 0.020) G_GAN: 4.767 G_L1: 3.983 D_real: 0.149 D_fake: 0.014 +(epoch: 80, iters: 36336, time: 0.406, data: 0.019) G_GAN: 3.962 G_L1: 3.098 D_real: 0.010 D_fake: 0.602 +(epoch: 80, iters: 36436, time: 0.310, data: 0.018) G_GAN: 4.789 G_L1: 4.182 D_real: 0.060 D_fake: 0.052 +(epoch: 80, iters: 36536, time: 0.304, data: 0.021) G_GAN: 6.258 G_L1: 7.178 D_real: 0.004 D_fake: 0.044 +(epoch: 80, iters: 36636, time: 0.295, data: 0.018) G_GAN: 3.629 G_L1: 4.888 D_real: 0.001 D_fake: 0.171 +(epoch: 80, iters: 36736, time: 0.620, data: 0.021) G_GAN: 5.571 G_L1: 3.440 D_real: 0.121 D_fake: 0.294 +(epoch: 80, iters: 36836, time: 0.298, data: 0.019) G_GAN: 4.996 G_L1: 4.746 D_real: 0.003 D_fake: 0.033 +(epoch: 80, iters: 36936, time: 0.296, data: 0.019) G_GAN: 5.939 G_L1: 3.678 D_real: 0.025 D_fake: 0.091 +(epoch: 80, iters: 37036, time: 0.296, data: 0.018) G_GAN: 4.958 G_L1: 4.124 D_real: 0.003 D_fake: 0.022 +(epoch: 80, iters: 37136, time: 0.405, data: 0.020) G_GAN: 5.694 G_L1: 3.769 D_real: 0.017 D_fake: 0.062 +(epoch: 80, iters: 37236, time: 0.309, data: 0.019) G_GAN: 4.852 G_L1: 4.645 D_real: 0.177 D_fake: 0.029 +(epoch: 80, iters: 37336, time: 0.296, data: 0.019) G_GAN: 5.369 G_L1: 5.554 D_real: 0.187 D_fake: 0.024 +(epoch: 80, iters: 37436, time: 0.303, data: 0.019) G_GAN: 5.564 G_L1: 4.144 D_real: 0.001 D_fake: 0.061 +(epoch: 80, iters: 37536, time: 0.411, data: 0.022) G_GAN: 5.146 G_L1: 5.517 D_real: 0.152 D_fake: 0.055 +(epoch: 80, iters: 37636, time: 0.301, data: 0.018) G_GAN: 5.002 G_L1: 4.465 D_real: 0.061 D_fake: 0.031 +(epoch: 80, iters: 37736, time: 0.299, data: 0.019) G_GAN: 4.244 G_L1: 3.461 D_real: 0.085 D_fake: 0.075 +(epoch: 80, iters: 37836, time: 0.305, data: 0.019) G_GAN: 5.831 G_L1: 3.084 D_real: 0.183 D_fake: 0.021 +(epoch: 80, iters: 37936, time: 0.422, data: 0.020) G_GAN: 4.434 G_L1: 3.612 D_real: 0.013 D_fake: 0.181 +(epoch: 80, iters: 38036, time: 0.300, data: 0.020) G_GAN: 3.680 G_L1: 2.977 D_real: 0.001 D_fake: 0.080 +(epoch: 80, iters: 38136, time: 0.289, data: 0.019) G_GAN: 3.899 G_L1: 3.000 D_real: 0.037 D_fake: 0.064 +(epoch: 80, iters: 38236, time: 0.289, data: 0.030) G_GAN: 6.131 G_L1: 4.780 D_real: 0.390 D_fake: 0.003 +(epoch: 80, iters: 38336, time: 0.393, data: 0.018) G_GAN: 8.182 G_L1: 4.470 D_real: 0.034 D_fake: 0.045 +(epoch: 80, iters: 38436, time: 0.297, data: 0.021) G_GAN: 5.232 G_L1: 3.418 D_real: 0.074 D_fake: 0.412 +(epoch: 80, iters: 38536, time: 0.304, data: 0.019) G_GAN: 5.151 G_L1: 3.849 D_real: 0.001 D_fake: 0.042 +(epoch: 80, iters: 38636, time: 0.291, data: 0.020) G_GAN: 5.203 G_L1: 4.341 D_real: 0.033 D_fake: 0.022 +(epoch: 80, iters: 38736, time: 0.634, data: 0.018) G_GAN: 6.930 G_L1: 4.211 D_real: 0.133 D_fake: 0.010 +(epoch: 80, iters: 38836, time: 0.303, data: 0.020) G_GAN: 5.532 G_L1: 3.840 D_real: 0.080 D_fake: 0.011 +(epoch: 80, iters: 38936, time: 0.302, data: 0.020) G_GAN: 4.353 G_L1: 3.307 D_real: 0.116 D_fake: 0.083 +(epoch: 80, iters: 39036, time: 0.299, data: 0.020) G_GAN: 5.111 G_L1: 4.018 D_real: 0.006 D_fake: 0.036 +(epoch: 80, iters: 39136, time: 0.422, data: 0.021) G_GAN: 4.036 G_L1: 3.042 D_real: 0.015 D_fake: 0.200 +(epoch: 80, iters: 39236, time: 0.299, data: 0.022) G_GAN: 4.788 G_L1: 5.876 D_real: 0.058 D_fake: 0.024 +(epoch: 80, iters: 39336, time: 0.301, data: 0.020) G_GAN: 4.080 G_L1: 3.952 D_real: 0.005 D_fake: 0.094 +(epoch: 80, iters: 39436, time: 0.304, data: 0.020) G_GAN: 4.178 G_L1: 3.895 D_real: 0.007 D_fake: 0.074 +(epoch: 80, iters: 39536, time: 0.389, data: 0.020) G_GAN: 6.024 G_L1: 5.825 D_real: 0.002 D_fake: 0.016 +(epoch: 80, iters: 39636, time: 0.302, data: 0.019) G_GAN: 5.452 G_L1: 6.403 D_real: 0.038 D_fake: 0.040 +(epoch: 80, iters: 39736, time: 0.297, data: 0.022) G_GAN: 5.001 G_L1: 4.172 D_real: 0.040 D_fake: 0.036 +(epoch: 80, iters: 39836, time: 0.303, data: 0.020) G_GAN: 5.023 G_L1: 5.179 D_real: 0.001 D_fake: 0.034 +(epoch: 80, iters: 39936, time: 0.423, data: 0.020) G_GAN: 5.403 G_L1: 3.884 D_real: 0.011 D_fake: 0.031 +(epoch: 80, iters: 40036, time: 0.295, data: 0.019) G_GAN: 3.736 G_L1: 3.591 D_real: 0.001 D_fake: 0.195 +(epoch: 80, iters: 40136, time: 0.302, data: 0.022) G_GAN: 4.577 G_L1: 4.110 D_real: 0.016 D_fake: 0.053 +(epoch: 80, iters: 40236, time: 0.305, data: 0.020) G_GAN: 3.944 G_L1: 3.665 D_real: 0.084 D_fake: 0.135 +(epoch: 80, iters: 40336, time: 0.421, data: 0.020) G_GAN: 5.144 G_L1: 4.251 D_real: 0.045 D_fake: 0.232 +(epoch: 80, iters: 40436, time: 0.305, data: 0.019) G_GAN: 5.316 G_L1: 4.120 D_real: 0.028 D_fake: 0.026 +(epoch: 80, iters: 40536, time: 0.304, data: 0.021) G_GAN: 5.394 G_L1: 5.299 D_real: 0.050 D_fake: 0.048 +(epoch: 80, iters: 40636, time: 0.303, data: 0.022) G_GAN: 5.236 G_L1: 3.633 D_real: 0.183 D_fake: 0.032 +(epoch: 80, iters: 40736, time: 0.650, data: 0.020) G_GAN: 2.092 G_L1: 2.953 D_real: 0.502 D_fake: 0.138 +(epoch: 80, iters: 40836, time: 0.297, data: 0.021) G_GAN: 5.362 G_L1: 5.585 D_real: 0.134 D_fake: 0.231 +(epoch: 80, iters: 40936, time: 0.304, data: 0.020) G_GAN: 7.401 G_L1: 4.414 D_real: 0.053 D_fake: 0.005 +(epoch: 80, iters: 41036, time: 0.286, data: 0.020) G_GAN: 5.380 G_L1: 3.703 D_real: 0.045 D_fake: 0.547 +(epoch: 80, iters: 41136, time: 0.416, data: 0.019) G_GAN: 5.122 G_L1: 4.180 D_real: 0.046 D_fake: 0.025 +(epoch: 80, iters: 41236, time: 0.299, data: 0.018) G_GAN: 4.025 G_L1: 4.171 D_real: 0.368 D_fake: 0.057 +(epoch: 80, iters: 41336, time: 0.295, data: 0.020) G_GAN: 4.137 G_L1: 3.551 D_real: 0.013 D_fake: 0.178 +(epoch: 80, iters: 41436, time: 0.293, data: 0.019) G_GAN: 3.437 G_L1: 3.967 D_real: 0.456 D_fake: 0.052 +(epoch: 80, iters: 41536, time: 0.409, data: 0.019) G_GAN: 6.172 G_L1: 2.776 D_real: 0.007 D_fake: 0.011 +(epoch: 80, iters: 41636, time: 0.295, data: 0.019) G_GAN: 5.809 G_L1: 4.066 D_real: 0.029 D_fake: 0.020 +(epoch: 80, iters: 41736, time: 0.300, data: 0.018) G_GAN: 3.456 G_L1: 2.755 D_real: 0.728 D_fake: 0.067 +(epoch: 80, iters: 41836, time: 0.302, data: 0.019) G_GAN: 2.159 G_L1: 1.591 D_real: 0.404 D_fake: 0.261 +(epoch: 80, iters: 41936, time: 0.395, data: 0.020) G_GAN: 5.379 G_L1: 7.342 D_real: 0.019 D_fake: 0.056 +(epoch: 80, iters: 42036, time: 0.306, data: 0.018) G_GAN: 4.977 G_L1: 3.539 D_real: 0.173 D_fake: 0.064 +(epoch: 80, iters: 42136, time: 0.288, data: 0.021) G_GAN: 4.633 G_L1: 4.144 D_real: 0.012 D_fake: 0.116 +(epoch: 80, iters: 42236, time: 0.293, data: 0.019) G_GAN: 4.956 G_L1: 3.380 D_real: 0.030 D_fake: 0.032 +(epoch: 80, iters: 42336, time: 0.416, data: 0.020) G_GAN: 4.423 G_L1: 3.740 D_real: 0.175 D_fake: 0.310 +(epoch: 80, iters: 42436, time: 0.300, data: 0.020) G_GAN: 4.222 G_L1: 4.293 D_real: 0.013 D_fake: 0.238 +(epoch: 80, iters: 42536, time: 0.288, data: 0.020) G_GAN: 4.359 G_L1: 4.811 D_real: 0.058 D_fake: 0.047 +(epoch: 80, iters: 42636, time: 0.305, data: 0.018) G_GAN: 4.263 G_L1: 2.985 D_real: 0.004 D_fake: 0.098 +(epoch: 80, iters: 42736, time: 0.572, data: 0.020) G_GAN: 5.407 G_L1: 3.278 D_real: 0.185 D_fake: 0.036 +(epoch: 80, iters: 42836, time: 0.293, data: 0.022) G_GAN: 3.689 G_L1: 4.858 D_real: 0.190 D_fake: 0.327 +(epoch: 80, iters: 42936, time: 0.298, data: 0.019) G_GAN: 4.226 G_L1: 4.718 D_real: 0.109 D_fake: 0.093 +(epoch: 80, iters: 43036, time: 0.303, data: 0.021) G_GAN: 5.471 G_L1: 5.645 D_real: 0.044 D_fake: 0.410 +(epoch: 80, iters: 43136, time: 0.426, data: 0.021) G_GAN: 4.311 G_L1: 4.160 D_real: 0.254 D_fake: 0.034 +(epoch: 80, iters: 43236, time: 0.302, data: 0.020) G_GAN: 4.560 G_L1: 4.589 D_real: 0.193 D_fake: 0.078 +(epoch: 80, iters: 43336, time: 0.304, data: 0.020) G_GAN: 5.443 G_L1: 6.488 D_real: 0.126 D_fake: 0.109 +(epoch: 80, iters: 43436, time: 0.284, data: 0.019) G_GAN: 5.389 G_L1: 3.167 D_real: 0.004 D_fake: 0.320 +(epoch: 80, iters: 43536, time: 0.428, data: 0.018) G_GAN: 4.692 G_L1: 4.848 D_real: 0.003 D_fake: 0.261 +(epoch: 80, iters: 43636, time: 0.304, data: 0.018) G_GAN: 7.779 G_L1: 5.294 D_real: 0.019 D_fake: 0.014 +(epoch: 80, iters: 43736, time: 0.299, data: 0.021) G_GAN: 5.928 G_L1: 5.515 D_real: 0.009 D_fake: 0.033 +(epoch: 80, iters: 43836, time: 0.299, data: 0.020) G_GAN: 5.896 G_L1: 3.435 D_real: 0.080 D_fake: 0.279 +(epoch: 80, iters: 43936, time: 0.417, data: 0.021) G_GAN: 4.881 G_L1: 5.788 D_real: 0.005 D_fake: 0.132 +(epoch: 80, iters: 44036, time: 0.302, data: 0.020) G_GAN: 5.225 G_L1: 3.060 D_real: 0.828 D_fake: 0.006 +(epoch: 80, iters: 44136, time: 0.300, data: 0.019) G_GAN: 3.869 G_L1: 3.785 D_real: 0.036 D_fake: 0.066 +(epoch: 80, iters: 44236, time: 0.292, data: 0.019) G_GAN: 4.259 G_L1: 5.477 D_real: 0.162 D_fake: 0.101 +(epoch: 80, iters: 44336, time: 0.421, data: 0.020) G_GAN: 5.981 G_L1: 4.317 D_real: 0.208 D_fake: 0.011 +(epoch: 80, iters: 44436, time: 0.287, data: 0.019) G_GAN: 4.656 G_L1: 3.886 D_real: 0.021 D_fake: 0.039 +(epoch: 80, iters: 44536, time: 0.304, data: 0.017) G_GAN: 3.757 G_L1: 2.901 D_real: 0.149 D_fake: 0.119 +(epoch: 80, iters: 44636, time: 0.305, data: 0.019) G_GAN: 3.784 G_L1: 3.149 D_real: 0.062 D_fake: 0.121 +(epoch: 80, iters: 44736, time: 0.608, data: 0.019) G_GAN: 4.128 G_L1: 4.215 D_real: 0.511 D_fake: 0.026 +(epoch: 80, iters: 44836, time: 0.302, data: 0.018) G_GAN: 7.171 G_L1: 3.954 D_real: 0.066 D_fake: 0.006 +(epoch: 80, iters: 44936, time: 0.290, data: 0.020) G_GAN: 4.760 G_L1: 4.078 D_real: 0.062 D_fake: 0.033 +(epoch: 80, iters: 45036, time: 0.292, data: 0.019) G_GAN: 2.589 G_L1: 3.481 D_real: 0.000 D_fake: 0.524 +(epoch: 80, iters: 45136, time: 0.393, data: 0.019) G_GAN: 4.808 G_L1: 6.407 D_real: 0.021 D_fake: 0.019 +(epoch: 80, iters: 45236, time: 0.305, data: 0.019) G_GAN: 5.258 G_L1: 4.930 D_real: 0.034 D_fake: 0.010 +(epoch: 80, iters: 45336, time: 0.294, data: 0.019) G_GAN: 6.712 G_L1: 3.714 D_real: 0.022 D_fake: 0.010 +(epoch: 80, iters: 45436, time: 0.306, data: 0.019) G_GAN: 4.156 G_L1: 3.522 D_real: 0.027 D_fake: 0.071 +(epoch: 80, iters: 45536, time: 0.422, data: 0.021) G_GAN: 4.663 G_L1: 3.764 D_real: 0.044 D_fake: 0.054 +(epoch: 80, iters: 45636, time: 0.298, data: 0.020) G_GAN: 5.622 G_L1: 2.765 D_real: 0.138 D_fake: 0.013 +(epoch: 80, iters: 45736, time: 0.294, data: 0.019) G_GAN: 3.951 G_L1: 2.995 D_real: 0.046 D_fake: 0.060 +(epoch: 80, iters: 45836, time: 0.300, data: 0.019) G_GAN: 4.364 G_L1: 3.620 D_real: 0.082 D_fake: 0.074 +(epoch: 80, iters: 45936, time: 0.415, data: 0.020) G_GAN: 6.067 G_L1: 6.690 D_real: 0.355 D_fake: 0.055 +(epoch: 80, iters: 46036, time: 0.300, data: 0.019) G_GAN: 6.275 G_L1: 4.074 D_real: 0.108 D_fake: 0.069 +(epoch: 80, iters: 46136, time: 0.303, data: 0.019) G_GAN: 4.720 G_L1: 3.782 D_real: 0.062 D_fake: 0.061 +(epoch: 80, iters: 46236, time: 0.301, data: 0.023) G_GAN: 4.595 G_L1: 2.967 D_real: 0.277 D_fake: 0.014 +(epoch: 80, iters: 46336, time: 0.396, data: 0.020) G_GAN: 6.083 G_L1: 3.576 D_real: 0.000 D_fake: 0.071 +(epoch: 80, iters: 46436, time: 0.296, data: 0.017) G_GAN: 4.188 G_L1: 2.232 D_real: 0.038 D_fake: 0.046 +(epoch: 80, iters: 46536, time: 0.289, data: 0.018) G_GAN: 4.963 G_L1: 3.513 D_real: 0.012 D_fake: 0.086 +(epoch: 80, iters: 46636, time: 0.304, data: 0.019) G_GAN: 5.992 G_L1: 4.381 D_real: 0.013 D_fake: 0.019 +(epoch: 80, iters: 46736, time: 0.619, data: 0.019) G_GAN: 3.612 G_L1: 2.725 D_real: 0.070 D_fake: 0.233 +(epoch: 80, iters: 46836, time: 0.303, data: 0.019) G_GAN: 4.336 G_L1: 11.303 D_real: 0.021 D_fake: 0.061 +(epoch: 80, iters: 46936, time: 0.305, data: 0.020) G_GAN: 3.983 G_L1: 3.498 D_real: 0.004 D_fake: 0.047 +(epoch: 80, iters: 47036, time: 0.299, data: 0.020) G_GAN: 6.111 G_L1: 6.286 D_real: 0.003 D_fake: 0.020 +(epoch: 80, iters: 47136, time: 0.420, data: 0.020) G_GAN: 5.496 G_L1: 3.097 D_real: 0.001 D_fake: 0.041 +(epoch: 80, iters: 47236, time: 0.303, data: 0.018) G_GAN: 3.969 G_L1: 6.694 D_real: 0.001 D_fake: 0.332 +(epoch: 80, iters: 47336, time: 0.306, data: 0.020) G_GAN: 4.045 G_L1: 2.506 D_real: 0.022 D_fake: 0.120 +(epoch: 80, iters: 47436, time: 0.307, data: 0.019) G_GAN: 5.907 G_L1: 6.511 D_real: 0.037 D_fake: 0.026 +(epoch: 80, iters: 47536, time: 0.401, data: 0.019) G_GAN: 4.817 G_L1: 3.037 D_real: 0.577 D_fake: 0.014 +(epoch: 80, iters: 47636, time: 0.301, data: 0.022) G_GAN: 4.396 G_L1: 4.151 D_real: 0.205 D_fake: 0.029 +(epoch: 80, iters: 47736, time: 0.300, data: 0.021) G_GAN: 3.829 G_L1: 4.571 D_real: 0.671 D_fake: 0.022 +(epoch: 80, iters: 47836, time: 0.303, data: 0.019) G_GAN: 6.350 G_L1: 3.978 D_real: 0.020 D_fake: 0.009 +(epoch: 80, iters: 47936, time: 0.411, data: 0.019) G_GAN: 5.421 G_L1: 3.036 D_real: 0.004 D_fake: 0.011 +(epoch: 80, iters: 48036, time: 0.303, data: 0.019) G_GAN: 3.858 G_L1: 3.521 D_real: 0.236 D_fake: 0.203 +(epoch: 80, iters: 48136, time: 0.303, data: 0.020) G_GAN: 6.104 G_L1: 3.074 D_real: 0.090 D_fake: 0.007 +(epoch: 80, iters: 48236, time: 0.302, data: 0.022) G_GAN: 4.997 G_L1: 2.724 D_real: 0.010 D_fake: 0.077 +(epoch: 80, iters: 48336, time: 0.425, data: 0.020) G_GAN: 5.100 G_L1: 3.867 D_real: 0.019 D_fake: 0.026 +(epoch: 80, iters: 48436, time: 0.294, data: 0.021) G_GAN: 3.747 G_L1: 2.466 D_real: 0.004 D_fake: 0.085 +(epoch: 80, iters: 48536, time: 0.295, data: 0.018) G_GAN: 4.515 G_L1: 4.749 D_real: 0.002 D_fake: 0.253 +(epoch: 80, iters: 48636, time: 0.298, data: 0.020) G_GAN: 4.124 G_L1: 4.076 D_real: 0.014 D_fake: 0.361 +(epoch: 80, iters: 48736, time: 0.619, data: 0.020) G_GAN: 5.493 G_L1: 4.628 D_real: 0.096 D_fake: 0.034 +(epoch: 80, iters: 48836, time: 0.280, data: 0.019) G_GAN: 4.756 G_L1: 3.571 D_real: 0.010 D_fake: 0.084 +(epoch: 80, iters: 48936, time: 0.290, data: 0.017) G_GAN: 4.249 G_L1: 4.189 D_real: 0.001 D_fake: 0.078 +(epoch: 80, iters: 49036, time: 0.285, data: 0.018) G_GAN: 4.643 G_L1: 3.214 D_real: 0.029 D_fake: 0.046 +(epoch: 80, iters: 49136, time: 0.398, data: 0.017) G_GAN: 5.014 G_L1: 4.704 D_real: 0.041 D_fake: 0.040 +(epoch: 80, iters: 49236, time: 0.300, data: 0.019) G_GAN: 7.532 G_L1: 4.471 D_real: 0.100 D_fake: 0.002 +(epoch: 80, iters: 49336, time: 0.293, data: 0.017) G_GAN: 7.813 G_L1: 6.786 D_real: 0.019 D_fake: 0.003 +(epoch: 80, iters: 49436, time: 0.272, data: 0.018) G_GAN: 3.256 G_L1: 3.068 D_real: 0.222 D_fake: 0.071 +(epoch: 80, iters: 49536, time: 0.386, data: 0.015) G_GAN: 3.451 G_L1: 4.773 D_real: 0.141 D_fake: 0.152 +(epoch: 80, iters: 49636, time: 0.292, data: 0.019) G_GAN: 4.292 G_L1: 2.108 D_real: 0.080 D_fake: 0.061 +(epoch: 80, iters: 49736, time: 0.300, data: 0.020) G_GAN: 3.775 G_L1: 3.500 D_real: 0.161 D_fake: 0.125 +(epoch: 80, iters: 49836, time: 0.299, data: 0.019) G_GAN: 4.280 G_L1: 4.711 D_real: 0.040 D_fake: 0.029 +(epoch: 80, iters: 49936, time: 0.368, data: 0.019) G_GAN: 3.469 G_L1: 3.211 D_real: 0.995 D_fake: 0.030 +(epoch: 80, iters: 50036, time: 0.306, data: 0.017) G_GAN: 4.219 G_L1: 3.662 D_real: 0.082 D_fake: 0.085 +(epoch: 80, iters: 50136, time: 0.294, data: 0.022) G_GAN: 3.118 G_L1: 2.601 D_real: 0.275 D_fake: 0.182 +(epoch: 80, iters: 50236, time: 0.288, data: 0.019) G_GAN: 4.434 G_L1: 5.177 D_real: 0.033 D_fake: 0.113 +(epoch: 80, iters: 50336, time: 0.417, data: 0.018) G_GAN: 5.185 G_L1: 3.824 D_real: 0.228 D_fake: 0.944 +(epoch: 80, iters: 50436, time: 0.301, data: 0.018) G_GAN: 5.793 G_L1: 6.112 D_real: 0.039 D_fake: 0.160 +(epoch: 80, iters: 50536, time: 0.300, data: 0.021) G_GAN: 5.425 G_L1: 5.134 D_real: 0.008 D_fake: 0.053 +(epoch: 80, iters: 50636, time: 0.296, data: 0.020) G_GAN: 5.081 G_L1: 3.652 D_real: 0.015 D_fake: 0.174 +(epoch: 80, iters: 50736, time: 0.605, data: 0.020) G_GAN: 7.472 G_L1: 5.386 D_real: 0.187 D_fake: 0.006 +(epoch: 80, iters: 50836, time: 0.295, data: 0.018) G_GAN: 6.714 G_L1: 4.814 D_real: 0.000 D_fake: 0.208 +(epoch: 80, iters: 50936, time: 0.282, data: 0.019) G_GAN: 8.280 G_L1: 3.242 D_real: 0.005 D_fake: 0.028 +(epoch: 80, iters: 51036, time: 0.277, data: 0.017) G_GAN: 6.684 G_L1: 4.287 D_real: 0.101 D_fake: 0.008 +(epoch: 80, iters: 51136, time: 0.381, data: 0.016) G_GAN: 4.413 G_L1: 4.820 D_real: 0.001 D_fake: 0.054 +(epoch: 80, iters: 51236, time: 0.290, data: 0.021) G_GAN: 5.419 G_L1: 5.663 D_real: 0.008 D_fake: 0.052 +(epoch: 80, iters: 51336, time: 0.285, data: 0.016) G_GAN: 7.004 G_L1: 6.133 D_real: 0.000 D_fake: 0.021 +(epoch: 80, iters: 51436, time: 0.289, data: 0.018) G_GAN: 6.232 G_L1: 7.457 D_real: 0.002 D_fake: 0.061 +(epoch: 80, iters: 51536, time: 0.419, data: 0.019) G_GAN: 6.469 G_L1: 4.795 D_real: 0.153 D_fake: 0.004 +(epoch: 80, iters: 51636, time: 0.295, data: 0.017) G_GAN: 9.089 G_L1: 4.551 D_real: 0.449 D_fake: 0.000 +(epoch: 80, iters: 51736, time: 0.283, data: 0.018) G_GAN: 7.573 G_L1: 4.185 D_real: 0.051 D_fake: 0.005 +(epoch: 80, iters: 51836, time: 0.277, data: 0.017) G_GAN: 4.491 G_L1: 4.292 D_real: 0.586 D_fake: 0.010 +(epoch: 80, iters: 51936, time: 0.393, data: 0.016) G_GAN: 4.791 G_L1: 4.897 D_real: 0.189 D_fake: 0.008 +(epoch: 80, iters: 52036, time: 0.270, data: 0.013) G_GAN: 4.542 G_L1: 3.106 D_real: 0.049 D_fake: 0.056 +(epoch: 80, iters: 52136, time: 0.293, data: 0.014) G_GAN: 4.981 G_L1: 3.194 D_real: 0.073 D_fake: 0.046 +(epoch: 80, iters: 52236, time: 0.306, data: 0.017) G_GAN: 5.967 G_L1: 2.762 D_real: 0.135 D_fake: 0.011 +(epoch: 80, iters: 52336, time: 0.418, data: 0.020) G_GAN: 4.080 G_L1: 3.605 D_real: 0.070 D_fake: 0.065 +(epoch: 80, iters: 52436, time: 0.302, data: 0.018) G_GAN: 4.224 G_L1: 2.612 D_real: 0.159 D_fake: 0.035 +(epoch: 80, iters: 52536, time: 0.279, data: 0.020) G_GAN: 5.732 G_L1: 3.640 D_real: 0.094 D_fake: 0.035 +(epoch: 80, iters: 52636, time: 0.293, data: 0.018) G_GAN: 6.123 G_L1: 3.640 D_real: 0.012 D_fake: 0.155 +(epoch: 80, iters: 52736, time: 0.619, data: 0.019) G_GAN: 5.969 G_L1: 4.142 D_real: 0.001 D_fake: 0.056 +(epoch: 80, iters: 52836, time: 0.306, data: 0.022) G_GAN: 4.881 G_L1: 4.878 D_real: 0.025 D_fake: 0.047 +(epoch: 80, iters: 52936, time: 0.272, data: 0.023) G_GAN: 3.723 G_L1: 4.197 D_real: 0.004 D_fake: 0.300 +(epoch: 80, iters: 53036, time: 0.286, data: 0.015) G_GAN: 6.459 G_L1: 4.962 D_real: 0.001 D_fake: 0.029 +(epoch: 80, iters: 53136, time: 0.376, data: 0.018) G_GAN: 5.543 G_L1: 3.421 D_real: 0.039 D_fake: 0.013 +(epoch: 80, iters: 53236, time: 0.294, data: 0.018) G_GAN: 4.563 G_L1: 4.075 D_real: 0.060 D_fake: 0.040 +(epoch: 80, iters: 53336, time: 0.278, data: 0.018) G_GAN: 4.091 G_L1: 3.254 D_real: 0.452 D_fake: 0.018 +(epoch: 80, iters: 53436, time: 0.291, data: 0.017) G_GAN: 6.744 G_L1: 3.182 D_real: 0.117 D_fake: 0.011 +(epoch: 80, iters: 53536, time: 0.391, data: 0.019) G_GAN: 4.144 G_L1: 3.955 D_real: 0.167 D_fake: 0.032 +(epoch: 80, iters: 53636, time: 0.291, data: 0.016) G_GAN: 8.519 G_L1: 7.319 D_real: 0.050 D_fake: 0.319 +(epoch: 80, iters: 53736, time: 0.287, data: 0.019) G_GAN: 5.136 G_L1: 2.979 D_real: 0.000 D_fake: 0.060 +(epoch: 80, iters: 53836, time: 0.289, data: 0.018) G_GAN: 3.696 G_L1: 5.551 D_real: 0.207 D_fake: 0.051 +(epoch: 80, iters: 53936, time: 0.372, data: 0.018) G_GAN: 7.150 G_L1: 5.229 D_real: 0.016 D_fake: 0.874 +(epoch: 80, iters: 54036, time: 0.276, data: 0.018) G_GAN: 7.952 G_L1: 6.946 D_real: 0.021 D_fake: 0.017 +(epoch: 80, iters: 54136, time: 0.297, data: 0.018) G_GAN: 3.389 G_L1: 2.672 D_real: 0.170 D_fake: 0.080 +(epoch: 80, iters: 54236, time: 0.295, data: 0.022) G_GAN: 5.095 G_L1: 3.137 D_real: 0.238 D_fake: 0.014 +(epoch: 80, iters: 54336, time: 0.406, data: 0.018) G_GAN: 3.473 G_L1: 2.447 D_real: 0.353 D_fake: 0.066 +(epoch: 80, iters: 54436, time: 0.289, data: 0.019) G_GAN: 4.581 G_L1: 3.592 D_real: 0.085 D_fake: 0.040 +(epoch: 80, iters: 54536, time: 0.295, data: 0.017) G_GAN: 5.245 G_L1: 3.831 D_real: 0.032 D_fake: 0.095 +(epoch: 80, iters: 54636, time: 0.297, data: 0.018) G_GAN: 4.977 G_L1: 3.314 D_real: 0.173 D_fake: 0.038 +(epoch: 80, iters: 54736, time: 0.606, data: 0.019) G_GAN: 3.404 G_L1: 5.003 D_real: 0.083 D_fake: 0.186 +(epoch: 80, iters: 54836, time: 0.296, data: 0.019) G_GAN: 5.637 G_L1: 3.262 D_real: 0.023 D_fake: 0.053 +(epoch: 80, iters: 54936, time: 0.284, data: 0.019) G_GAN: 4.879 G_L1: 7.519 D_real: 0.049 D_fake: 0.029 +(epoch: 80, iters: 55036, time: 0.290, data: 0.018) G_GAN: 5.806 G_L1: 4.985 D_real: 0.062 D_fake: 0.026 +(epoch: 80, iters: 55136, time: 0.394, data: 0.018) G_GAN: 6.149 G_L1: 5.148 D_real: 0.000 D_fake: 0.015 +(epoch: 80, iters: 55236, time: 0.286, data: 0.018) G_GAN: 5.285 G_L1: 4.348 D_real: 0.010 D_fake: 0.068 +(epoch: 80, iters: 55336, time: 0.294, data: 0.017) G_GAN: 4.598 G_L1: 3.071 D_real: 0.026 D_fake: 0.419 +(epoch: 80, iters: 55436, time: 0.296, data: 0.020) G_GAN: 7.824 G_L1: 5.779 D_real: 0.368 D_fake: 0.003 +(epoch: 80, iters: 55536, time: 0.416, data: 0.018) G_GAN: 4.234 G_L1: 3.252 D_real: 0.168 D_fake: 0.045 +(epoch: 80, iters: 55636, time: 0.288, data: 0.022) G_GAN: 4.920 G_L1: 4.270 D_real: 0.015 D_fake: 0.037 +(epoch: 80, iters: 55736, time: 0.281, data: 0.019) G_GAN: 4.234 G_L1: 4.719 D_real: 0.075 D_fake: 0.098 +(epoch: 80, iters: 55836, time: 0.293, data: 0.015) G_GAN: 4.368 G_L1: 2.545 D_real: 0.042 D_fake: 0.096 +(epoch: 80, iters: 55936, time: 0.409, data: 0.018) G_GAN: 5.793 G_L1: 3.954 D_real: 0.233 D_fake: 0.052 +(epoch: 80, iters: 56036, time: 0.290, data: 0.017) G_GAN: 4.727 G_L1: 3.482 D_real: 0.015 D_fake: 0.030 +(epoch: 80, iters: 56136, time: 0.288, data: 0.020) G_GAN: 5.925 G_L1: 3.607 D_real: 0.047 D_fake: 0.011 +(epoch: 80, iters: 56236, time: 0.289, data: 0.018) G_GAN: 6.786 G_L1: 4.207 D_real: 0.049 D_fake: 0.539 +(epoch: 80, iters: 56336, time: 0.409, data: 0.019) G_GAN: 6.122 G_L1: 4.047 D_real: 0.012 D_fake: 0.010 +(epoch: 80, iters: 56436, time: 0.301, data: 0.018) G_GAN: 4.621 G_L1: 4.368 D_real: 0.001 D_fake: 0.077 +(epoch: 80, iters: 56536, time: 0.290, data: 0.018) G_GAN: 4.258 G_L1: 2.314 D_real: 0.004 D_fake: 0.052 +(epoch: 80, iters: 56636, time: 0.295, data: 0.018) G_GAN: 4.488 G_L1: 4.160 D_real: 0.208 D_fake: 0.032 +(epoch: 80, iters: 56736, time: 0.615, data: 0.019) G_GAN: 5.859 G_L1: 5.825 D_real: 0.031 D_fake: 0.013 +(epoch: 80, iters: 56836, time: 0.296, data: 0.018) G_GAN: 3.762 G_L1: 3.736 D_real: 0.008 D_fake: 0.119 +(epoch: 80, iters: 56936, time: 0.296, data: 0.018) G_GAN: 4.139 G_L1: 5.094 D_real: 0.014 D_fake: 0.100 +(epoch: 80, iters: 57036, time: 0.299, data: 0.022) G_GAN: 5.211 G_L1: 4.460 D_real: 0.200 D_fake: 0.035 +(epoch: 80, iters: 57136, time: 0.401, data: 0.019) G_GAN: 6.589 G_L1: 2.870 D_real: 0.088 D_fake: 0.008 +(epoch: 80, iters: 57236, time: 0.298, data: 0.019) G_GAN: 5.779 G_L1: 4.250 D_real: 0.127 D_fake: 0.071 +(epoch: 80, iters: 57336, time: 0.279, data: 0.018) G_GAN: 3.914 G_L1: 4.053 D_real: 0.005 D_fake: 0.193 +(epoch: 80, iters: 57436, time: 0.297, data: 0.019) G_GAN: 3.453 G_L1: 5.617 D_real: 0.290 D_fake: 0.050 +(epoch: 80, iters: 57536, time: 0.420, data: 0.018) G_GAN: 5.828 G_L1: 4.407 D_real: 0.185 D_fake: 0.007 +(epoch: 80, iters: 57636, time: 0.292, data: 0.019) G_GAN: 4.869 G_L1: 4.947 D_real: 0.088 D_fake: 0.017 +(epoch: 80, iters: 57736, time: 0.283, data: 0.019) G_GAN: 3.064 G_L1: 3.070 D_real: 0.395 D_fake: 0.419 +(epoch: 80, iters: 57836, time: 0.300, data: 0.017) G_GAN: 6.106 G_L1: 5.134 D_real: 0.116 D_fake: 0.006 +(epoch: 80, iters: 57936, time: 0.374, data: 0.019) G_GAN: 4.053 G_L1: 3.945 D_real: 0.009 D_fake: 0.281 +(epoch: 80, iters: 58036, time: 0.286, data: 0.018) G_GAN: 7.354 G_L1: 3.587 D_real: 0.031 D_fake: 0.010 +(epoch: 80, iters: 58136, time: 0.286, data: 0.018) G_GAN: 4.137 G_L1: 3.243 D_real: 0.190 D_fake: 0.028 +(epoch: 80, iters: 58236, time: 0.287, data: 0.017) G_GAN: 4.885 G_L1: 4.111 D_real: 0.347 D_fake: 0.052 +(epoch: 80, iters: 58336, time: 0.405, data: 0.017) G_GAN: 3.214 G_L1: 4.370 D_real: 0.599 D_fake: 0.062 +(epoch: 80, iters: 58436, time: 0.297, data: 0.017) G_GAN: 4.293 G_L1: 4.119 D_real: 0.000 D_fake: 0.101 +(epoch: 80, iters: 58536, time: 0.293, data: 0.020) G_GAN: 4.023 G_L1: 4.633 D_real: 0.222 D_fake: 0.062 +(epoch: 80, iters: 58636, time: 0.293, data: 0.017) G_GAN: 4.362 G_L1: 1.633 D_real: 0.831 D_fake: 0.037 +(epoch: 80, iters: 58736, time: 0.602, data: 0.018) G_GAN: 3.621 G_L1: 4.462 D_real: 0.407 D_fake: 0.093 +(epoch: 80, iters: 58836, time: 0.303, data: 0.018) G_GAN: 4.776 G_L1: 2.179 D_real: 0.005 D_fake: 0.478 +(epoch: 80, iters: 58936, time: 0.302, data: 0.019) G_GAN: 3.877 G_L1: 3.684 D_real: 0.022 D_fake: 0.235 +(epoch: 80, iters: 59036, time: 0.304, data: 0.020) G_GAN: 4.644 G_L1: 4.048 D_real: 0.014 D_fake: 0.102 +(epoch: 80, iters: 59136, time: 0.410, data: 0.019) G_GAN: 3.693 G_L1: 3.552 D_real: 0.008 D_fake: 0.368 +(epoch: 80, iters: 59236, time: 0.295, data: 0.018) G_GAN: 6.151 G_L1: 4.684 D_real: 0.001 D_fake: 0.009 +(epoch: 80, iters: 59336, time: 0.300, data: 0.019) G_GAN: 4.085 G_L1: 4.937 D_real: 0.501 D_fake: 0.083 +(epoch: 80, iters: 59436, time: 0.304, data: 0.019) G_GAN: 2.426 G_L1: 3.227 D_real: 0.616 D_fake: 0.126 +(epoch: 80, iters: 59536, time: 0.417, data: 0.019) G_GAN: 5.396 G_L1: 3.764 D_real: 0.109 D_fake: 0.111 +(epoch: 80, iters: 59636, time: 0.300, data: 0.020) G_GAN: 4.158 G_L1: 3.113 D_real: 0.118 D_fake: 0.081 +(epoch: 80, iters: 59736, time: 0.295, data: 0.020) G_GAN: 3.396 G_L1: 3.468 D_real: 0.429 D_fake: 0.315 +(epoch: 80, iters: 59836, time: 0.294, data: 0.019) G_GAN: 3.173 G_L1: 3.675 D_real: 0.000 D_fake: 0.122 +(epoch: 80, iters: 59936, time: 0.416, data: 0.018) G_GAN: 5.575 G_L1: 3.457 D_real: 0.024 D_fake: 0.059 +(epoch: 81, iters: 20, time: 0.304, data: 0.018) G_GAN: 4.431 G_L1: 3.121 D_real: 0.006 D_fake: 0.151 +(epoch: 81, iters: 120, time: 0.305, data: 0.019) G_GAN: 3.951 G_L1: 3.212 D_real: 0.011 D_fake: 0.135 +(epoch: 81, iters: 220, time: 0.295, data: 0.020) G_GAN: 3.766 G_L1: 3.064 D_real: 0.051 D_fake: 0.079 +(epoch: 81, iters: 320, time: 0.617, data: 0.019) G_GAN: 4.872 G_L1: 5.029 D_real: 0.031 D_fake: 0.068 +(epoch: 81, iters: 420, time: 0.300, data: 0.020) G_GAN: 5.112 G_L1: 3.444 D_real: 0.228 D_fake: 0.018 +(epoch: 81, iters: 520, time: 0.305, data: 0.020) G_GAN: 4.162 G_L1: 2.905 D_real: 0.049 D_fake: 0.060 +(epoch: 81, iters: 620, time: 0.296, data: 0.021) G_GAN: 4.865 G_L1: 8.967 D_real: 0.003 D_fake: 0.024 +(epoch: 81, iters: 720, time: 0.589, data: 0.019) G_GAN: 4.957 G_L1: 4.581 D_real: 0.002 D_fake: 0.125 +(epoch: 81, iters: 820, time: 0.301, data: 0.020) G_GAN: 5.689 G_L1: 4.144 D_real: 0.007 D_fake: 0.041 +(epoch: 81, iters: 920, time: 0.300, data: 0.020) G_GAN: 5.095 G_L1: 3.122 D_real: 0.283 D_fake: 0.059 +(epoch: 81, iters: 1020, time: 0.299, data: 0.020) G_GAN: 4.771 G_L1: 6.040 D_real: 0.010 D_fake: 0.116 +(epoch: 81, iters: 1120, time: 0.399, data: 0.020) G_GAN: 4.663 G_L1: 11.290 D_real: 0.016 D_fake: 0.052 +(epoch: 81, iters: 1220, time: 0.303, data: 0.018) G_GAN: 3.412 G_L1: 3.989 D_real: 0.013 D_fake: 0.233 +(epoch: 81, iters: 1320, time: 0.289, data: 0.020) G_GAN: 4.441 G_L1: 4.658 D_real: 0.117 D_fake: 0.105 +(epoch: 81, iters: 1420, time: 0.301, data: 0.020) G_GAN: 5.545 G_L1: 3.084 D_real: 0.052 D_fake: 0.021 +(epoch: 81, iters: 1520, time: 0.416, data: 0.021) G_GAN: 3.001 G_L1: 4.144 D_real: 0.321 D_fake: 0.171 +(epoch: 81, iters: 1620, time: 0.306, data: 0.019) G_GAN: 5.077 G_L1: 4.136 D_real: 0.120 D_fake: 0.061 +(epoch: 81, iters: 1720, time: 0.294, data: 0.020) G_GAN: 4.776 G_L1: 5.022 D_real: 0.033 D_fake: 0.042 +(epoch: 81, iters: 1820, time: 0.300, data: 0.024) G_GAN: 5.421 G_L1: 4.744 D_real: 0.022 D_fake: 0.177 +(epoch: 81, iters: 1920, time: 0.381, data: 0.019) G_GAN: 3.580 G_L1: 3.263 D_real: 0.113 D_fake: 0.093 +(epoch: 81, iters: 2020, time: 0.303, data: 0.020) G_GAN: 3.499 G_L1: 4.744 D_real: 0.029 D_fake: 0.133 +(epoch: 81, iters: 2120, time: 0.304, data: 0.021) G_GAN: 3.895 G_L1: 4.352 D_real: 0.006 D_fake: 0.076 +(epoch: 81, iters: 2220, time: 0.298, data: 0.020) G_GAN: 5.503 G_L1: 3.333 D_real: 0.087 D_fake: 0.026 +(epoch: 81, iters: 2320, time: 0.389, data: 0.021) G_GAN: 4.651 G_L1: 3.693 D_real: 0.019 D_fake: 0.104 +(epoch: 81, iters: 2420, time: 0.301, data: 0.018) G_GAN: 4.073 G_L1: 3.919 D_real: 0.023 D_fake: 0.164 +(epoch: 81, iters: 2520, time: 0.298, data: 0.020) G_GAN: 5.082 G_L1: 3.735 D_real: 0.161 D_fake: 0.039 +(epoch: 81, iters: 2620, time: 0.299, data: 0.021) G_GAN: 3.766 G_L1: 4.012 D_real: 0.090 D_fake: 0.047 +(epoch: 81, iters: 2720, time: 0.596, data: 0.022) G_GAN: 4.476 G_L1: 3.007 D_real: 0.125 D_fake: 0.039 +(epoch: 81, iters: 2820, time: 0.289, data: 0.021) G_GAN: 3.582 G_L1: 3.041 D_real: 0.163 D_fake: 0.148 +(epoch: 81, iters: 2920, time: 0.305, data: 0.019) G_GAN: 4.015 G_L1: 3.884 D_real: 0.440 D_fake: 0.037 +(epoch: 81, iters: 3020, time: 0.272, data: 0.020) G_GAN: 3.728 G_L1: 3.913 D_real: 0.072 D_fake: 0.052 +(epoch: 81, iters: 3120, time: 0.430, data: 0.018) G_GAN: 4.432 G_L1: 3.337 D_real: 0.105 D_fake: 0.112 +(epoch: 81, iters: 3220, time: 0.302, data: 0.020) G_GAN: 4.529 G_L1: 3.351 D_real: 0.294 D_fake: 0.023 +(epoch: 81, iters: 3320, time: 0.304, data: 0.020) G_GAN: 4.883 G_L1: 4.556 D_real: 0.008 D_fake: 0.222 +(epoch: 81, iters: 3420, time: 0.304, data: 0.022) G_GAN: 3.569 G_L1: 2.841 D_real: 0.165 D_fake: 0.092 +(epoch: 81, iters: 3520, time: 0.392, data: 0.021) G_GAN: 3.206 G_L1: 2.134 D_real: 0.711 D_fake: 0.067 +(epoch: 81, iters: 3620, time: 0.303, data: 0.020) G_GAN: 4.865 G_L1: 4.536 D_real: 0.000 D_fake: 0.134 +(epoch: 81, iters: 3720, time: 0.300, data: 0.021) G_GAN: 5.249 G_L1: 5.628 D_real: 0.068 D_fake: 0.033 +(epoch: 81, iters: 3820, time: 0.298, data: 0.021) G_GAN: 5.508 G_L1: 4.486 D_real: 0.001 D_fake: 0.028 +(epoch: 81, iters: 3920, time: 0.398, data: 0.020) G_GAN: 4.539 G_L1: 3.615 D_real: 0.166 D_fake: 0.104 +(epoch: 81, iters: 4020, time: 0.299, data: 0.020) G_GAN: 3.697 G_L1: 2.583 D_real: 0.122 D_fake: 0.292 +(epoch: 81, iters: 4120, time: 0.301, data: 0.020) G_GAN: 5.015 G_L1: 5.796 D_real: 0.188 D_fake: 0.055 +(epoch: 81, iters: 4220, time: 0.294, data: 0.021) G_GAN: 5.074 G_L1: 4.678 D_real: 0.005 D_fake: 0.182 +(epoch: 81, iters: 4320, time: 0.410, data: 0.020) G_GAN: 3.383 G_L1: 3.930 D_real: 0.007 D_fake: 0.177 +(epoch: 81, iters: 4420, time: 0.282, data: 0.019) G_GAN: 4.072 G_L1: 4.695 D_real: 0.072 D_fake: 0.336 +(epoch: 81, iters: 4520, time: 0.296, data: 0.018) G_GAN: 3.781 G_L1: 3.441 D_real: 0.288 D_fake: 0.046 +(epoch: 81, iters: 4620, time: 0.296, data: 0.020) G_GAN: 4.517 G_L1: 4.420 D_real: 0.302 D_fake: 0.020 +(epoch: 81, iters: 4720, time: 0.623, data: 0.020) G_GAN: 3.832 G_L1: 3.992 D_real: 0.054 D_fake: 0.216 +(epoch: 81, iters: 4820, time: 0.287, data: 0.021) G_GAN: 4.374 G_L1: 2.755 D_real: 0.158 D_fake: 0.185 +(epoch: 81, iters: 4920, time: 0.293, data: 0.020) G_GAN: 3.980 G_L1: 4.167 D_real: 0.146 D_fake: 0.184 +(epoch: 81, iters: 5020, time: 0.302, data: 0.020) G_GAN: 5.093 G_L1: 3.398 D_real: 0.067 D_fake: 0.186 +(epoch: 81, iters: 5120, time: 0.417, data: 0.021) G_GAN: 5.195 G_L1: 5.065 D_real: 0.010 D_fake: 0.063 +(epoch: 81, iters: 5220, time: 0.291, data: 0.020) G_GAN: 4.775 G_L1: 4.112 D_real: 0.529 D_fake: 0.020 +(epoch: 81, iters: 5320, time: 0.290, data: 0.019) G_GAN: 3.501 G_L1: 3.462 D_real: 0.048 D_fake: 0.163 +(epoch: 81, iters: 5420, time: 0.292, data: 0.020) G_GAN: 4.044 G_L1: 3.923 D_real: 0.698 D_fake: 0.030 +(epoch: 81, iters: 5520, time: 0.415, data: 0.020) G_GAN: 4.826 G_L1: 4.500 D_real: 0.414 D_fake: 0.006 +(epoch: 81, iters: 5620, time: 0.294, data: 0.023) G_GAN: 6.444 G_L1: 3.748 D_real: 0.030 D_fake: 0.016 +(epoch: 81, iters: 5720, time: 0.304, data: 0.019) G_GAN: 6.963 G_L1: 2.787 D_real: 0.445 D_fake: 0.028 +(epoch: 81, iters: 5820, time: 0.301, data: 0.020) G_GAN: 3.659 G_L1: 3.546 D_real: 0.012 D_fake: 0.063 +(epoch: 81, iters: 5920, time: 0.409, data: 0.020) G_GAN: 4.117 G_L1: 4.032 D_real: 0.003 D_fake: 0.069 +(epoch: 81, iters: 6020, time: 0.299, data: 0.020) G_GAN: 4.041 G_L1: 4.368 D_real: 0.031 D_fake: 0.120 +(epoch: 81, iters: 6120, time: 0.302, data: 0.027) G_GAN: 3.326 G_L1: 2.581 D_real: 0.160 D_fake: 0.153 +(epoch: 81, iters: 6220, time: 0.291, data: 0.019) G_GAN: 4.100 G_L1: 4.092 D_real: 0.050 D_fake: 0.167 +(epoch: 81, iters: 6320, time: 0.399, data: 0.020) G_GAN: 4.463 G_L1: 4.163 D_real: 0.023 D_fake: 0.142 +(epoch: 81, iters: 6420, time: 0.302, data: 0.021) G_GAN: 4.227 G_L1: 5.095 D_real: 0.051 D_fake: 0.131 +(epoch: 81, iters: 6520, time: 0.306, data: 0.020) G_GAN: 3.255 G_L1: 2.265 D_real: 0.244 D_fake: 0.137 +(epoch: 81, iters: 6620, time: 0.307, data: 0.020) G_GAN: 5.614 G_L1: 4.737 D_real: 0.027 D_fake: 0.090 +(epoch: 81, iters: 6720, time: 0.616, data: 0.019) G_GAN: 4.958 G_L1: 3.172 D_real: 0.032 D_fake: 0.032 +(epoch: 81, iters: 6820, time: 0.303, data: 0.018) G_GAN: 7.629 G_L1: 4.664 D_real: 0.004 D_fake: 0.002 +(epoch: 81, iters: 6920, time: 0.298, data: 0.026) G_GAN: 4.715 G_L1: 4.544 D_real: 0.014 D_fake: 0.196 +(epoch: 81, iters: 7020, time: 0.291, data: 0.019) G_GAN: 4.674 G_L1: 5.554 D_real: 0.130 D_fake: 0.118 +(epoch: 81, iters: 7120, time: 0.419, data: 0.018) G_GAN: 4.412 G_L1: 5.594 D_real: 0.017 D_fake: 0.066 +(epoch: 81, iters: 7220, time: 0.303, data: 0.019) G_GAN: 4.367 G_L1: 4.322 D_real: 0.067 D_fake: 0.036 +(epoch: 81, iters: 7320, time: 0.295, data: 0.018) G_GAN: 4.202 G_L1: 5.696 D_real: 0.031 D_fake: 0.766 +(epoch: 81, iters: 7420, time: 0.309, data: 0.018) G_GAN: 4.112 G_L1: 3.781 D_real: 0.081 D_fake: 0.132 +(epoch: 81, iters: 7520, time: 0.398, data: 0.019) G_GAN: 4.030 G_L1: 3.380 D_real: 0.035 D_fake: 0.214 +(epoch: 81, iters: 7620, time: 0.298, data: 0.019) G_GAN: 3.363 G_L1: 3.112 D_real: 0.905 D_fake: 0.033 +(epoch: 81, iters: 7720, time: 0.292, data: 0.018) G_GAN: 4.585 G_L1: 4.207 D_real: 0.056 D_fake: 0.180 +(epoch: 81, iters: 7820, time: 0.301, data: 0.018) G_GAN: 4.821 G_L1: 5.374 D_real: 0.007 D_fake: 0.038 +(epoch: 81, iters: 7920, time: 0.404, data: 0.018) G_GAN: 3.769 G_L1: 2.950 D_real: 0.082 D_fake: 0.070 +(epoch: 81, iters: 8020, time: 0.297, data: 0.022) G_GAN: 3.131 G_L1: 4.380 D_real: 0.424 D_fake: 0.099 +(epoch: 81, iters: 8120, time: 0.295, data: 0.018) G_GAN: 5.135 G_L1: 5.297 D_real: 0.179 D_fake: 0.048 +(epoch: 81, iters: 8220, time: 0.298, data: 0.018) G_GAN: 4.971 G_L1: 3.011 D_real: 0.259 D_fake: 0.064 +(epoch: 81, iters: 8320, time: 0.407, data: 0.018) G_GAN: 3.209 G_L1: 3.721 D_real: 0.193 D_fake: 0.110 +(epoch: 81, iters: 8420, time: 0.309, data: 0.018) G_GAN: 2.733 G_L1: 3.611 D_real: 0.271 D_fake: 0.162 +(epoch: 81, iters: 8520, time: 0.294, data: 0.018) G_GAN: 5.838 G_L1: 4.010 D_real: 0.000 D_fake: 0.015 +(epoch: 81, iters: 8620, time: 0.304, data: 0.019) G_GAN: 6.114 G_L1: 4.484 D_real: 0.131 D_fake: 0.007 +(epoch: 81, iters: 8720, time: 0.545, data: 0.018) G_GAN: 5.743 G_L1: 3.635 D_real: 0.139 D_fake: 0.309 +(epoch: 81, iters: 8820, time: 0.297, data: 0.019) G_GAN: 4.266 G_L1: 3.053 D_real: 0.023 D_fake: 0.086 +(epoch: 81, iters: 8920, time: 0.297, data: 0.018) G_GAN: 7.185 G_L1: 5.133 D_real: 0.059 D_fake: 0.007 +(epoch: 81, iters: 9020, time: 0.291, data: 0.018) G_GAN: 4.930 G_L1: 5.465 D_real: 0.007 D_fake: 0.153 +(epoch: 81, iters: 9120, time: 0.381, data: 0.018) G_GAN: 5.469 G_L1: 3.311 D_real: 0.125 D_fake: 0.014 +(epoch: 81, iters: 9220, time: 0.294, data: 0.018) G_GAN: 4.068 G_L1: 3.490 D_real: 0.056 D_fake: 0.191 +(epoch: 81, iters: 9320, time: 0.289, data: 0.019) G_GAN: 5.305 G_L1: 4.224 D_real: 0.000 D_fake: 0.044 +(epoch: 81, iters: 9420, time: 0.299, data: 0.016) G_GAN: 3.337 G_L1: 3.069 D_real: 0.276 D_fake: 0.124 +(epoch: 81, iters: 9520, time: 0.399, data: 0.018) G_GAN: 4.238 G_L1: 3.573 D_real: 0.016 D_fake: 0.123 +(epoch: 81, iters: 9620, time: 0.293, data: 0.018) G_GAN: 3.063 G_L1: 3.661 D_real: 0.336 D_fake: 0.226 +(epoch: 81, iters: 9720, time: 0.299, data: 0.018) G_GAN: 5.924 G_L1: 4.257 D_real: 0.039 D_fake: 0.071 +(epoch: 81, iters: 9820, time: 0.298, data: 0.019) G_GAN: 4.270 G_L1: 4.309 D_real: 0.010 D_fake: 0.086 +(epoch: 81, iters: 9920, time: 0.401, data: 0.019) G_GAN: 4.346 G_L1: 3.517 D_real: 0.009 D_fake: 0.117 +(epoch: 81, iters: 10020, time: 0.298, data: 0.017) G_GAN: 5.538 G_L1: 2.900 D_real: 0.018 D_fake: 0.009 +(epoch: 81, iters: 10120, time: 0.298, data: 0.018) G_GAN: 4.104 G_L1: 5.779 D_real: 0.000 D_fake: 0.049 +(epoch: 81, iters: 10220, time: 0.295, data: 0.018) G_GAN: 4.125 G_L1: 4.374 D_real: 0.001 D_fake: 0.103 +(epoch: 81, iters: 10320, time: 0.387, data: 0.020) G_GAN: 3.485 G_L1: 3.689 D_real: 0.204 D_fake: 0.082 +(epoch: 81, iters: 10420, time: 0.295, data: 0.019) G_GAN: 3.366 G_L1: 2.707 D_real: 0.484 D_fake: 0.157 +(epoch: 81, iters: 10520, time: 0.293, data: 0.018) G_GAN: 5.879 G_L1: 2.839 D_real: 0.198 D_fake: 0.008 +(epoch: 81, iters: 10620, time: 0.297, data: 0.019) G_GAN: 5.169 G_L1: 3.729 D_real: 0.010 D_fake: 0.074 +(epoch: 81, iters: 10720, time: 0.638, data: 0.019) G_GAN: 4.990 G_L1: 3.599 D_real: 0.019 D_fake: 0.129 +(epoch: 81, iters: 10820, time: 0.290, data: 0.018) G_GAN: 5.130 G_L1: 4.868 D_real: 0.002 D_fake: 0.045 +(epoch: 81, iters: 10920, time: 0.293, data: 0.018) G_GAN: 4.959 G_L1: 2.929 D_real: 0.030 D_fake: 0.024 +(epoch: 81, iters: 11020, time: 0.287, data: 0.021) G_GAN: 5.433 G_L1: 3.866 D_real: 0.149 D_fake: 0.032 +(epoch: 81, iters: 11120, time: 0.409, data: 0.017) G_GAN: 8.528 G_L1: 6.639 D_real: 0.002 D_fake: 0.034 +(epoch: 81, iters: 11220, time: 0.296, data: 0.018) G_GAN: 5.439 G_L1: 3.686 D_real: 0.122 D_fake: 0.014 +(epoch: 81, iters: 11320, time: 0.296, data: 0.018) G_GAN: 4.965 G_L1: 4.394 D_real: 0.127 D_fake: 0.014 +(epoch: 81, iters: 11420, time: 0.295, data: 0.018) G_GAN: 4.989 G_L1: 6.517 D_real: 0.013 D_fake: 0.198 +(epoch: 81, iters: 11520, time: 0.378, data: 0.018) G_GAN: 5.686 G_L1: 2.856 D_real: 0.039 D_fake: 0.093 +(epoch: 81, iters: 11620, time: 0.296, data: 0.021) G_GAN: 5.219 G_L1: 3.207 D_real: 0.136 D_fake: 0.055 +(epoch: 81, iters: 11720, time: 0.298, data: 0.018) G_GAN: 6.223 G_L1: 3.211 D_real: 0.000 D_fake: 0.013 +(epoch: 81, iters: 11820, time: 0.296, data: 0.019) G_GAN: 4.879 G_L1: 3.058 D_real: 0.050 D_fake: 0.094 +(epoch: 81, iters: 11920, time: 0.405, data: 0.021) G_GAN: 4.893 G_L1: 3.426 D_real: 0.058 D_fake: 0.063 +(epoch: 81, iters: 12020, time: 0.295, data: 0.019) G_GAN: 5.025 G_L1: 5.128 D_real: 0.006 D_fake: 0.022 +(epoch: 81, iters: 12120, time: 0.290, data: 0.020) G_GAN: 4.090 G_L1: 5.095 D_real: 0.121 D_fake: 0.255 +(epoch: 81, iters: 12220, time: 0.295, data: 0.019) G_GAN: 5.014 G_L1: 3.789 D_real: 0.111 D_fake: 0.019 +(epoch: 81, iters: 12320, time: 0.405, data: 0.018) G_GAN: 4.603 G_L1: 5.143 D_real: 0.146 D_fake: 0.076 +(epoch: 81, iters: 12420, time: 0.296, data: 0.021) G_GAN: 4.939 G_L1: 11.678 D_real: 0.007 D_fake: 0.152 +(epoch: 81, iters: 12520, time: 0.291, data: 0.018) G_GAN: 5.215 G_L1: 3.596 D_real: 0.013 D_fake: 0.082 +(epoch: 81, iters: 12620, time: 0.296, data: 0.018) G_GAN: 6.251 G_L1: 2.690 D_real: 0.005 D_fake: 0.007 +(epoch: 81, iters: 12720, time: 0.600, data: 0.019) G_GAN: 4.991 G_L1: 2.942 D_real: 0.039 D_fake: 0.025 +(epoch: 81, iters: 12820, time: 0.291, data: 0.018) G_GAN: 6.061 G_L1: 3.559 D_real: 0.022 D_fake: 0.020 +(epoch: 81, iters: 12920, time: 0.293, data: 0.018) G_GAN: 6.628 G_L1: 5.301 D_real: 0.008 D_fake: 0.009 +(epoch: 81, iters: 13020, time: 0.289, data: 0.018) G_GAN: 6.185 G_L1: 4.343 D_real: 0.060 D_fake: 0.016 +(epoch: 81, iters: 13120, time: 0.389, data: 0.019) G_GAN: 4.437 G_L1: 3.292 D_real: 0.033 D_fake: 0.072 +(epoch: 81, iters: 13220, time: 0.289, data: 0.020) G_GAN: 3.593 G_L1: 3.493 D_real: 0.016 D_fake: 0.119 +(epoch: 81, iters: 13320, time: 0.296, data: 0.017) G_GAN: 5.206 G_L1: 4.950 D_real: 0.013 D_fake: 0.059 +(epoch: 81, iters: 13420, time: 0.288, data: 0.020) G_GAN: 4.612 G_L1: 4.562 D_real: 0.053 D_fake: 0.034 +(epoch: 81, iters: 13520, time: 0.408, data: 0.018) G_GAN: 4.490 G_L1: 5.666 D_real: 0.015 D_fake: 0.094 +(epoch: 81, iters: 13620, time: 0.286, data: 0.018) G_GAN: 4.816 G_L1: 4.993 D_real: 0.020 D_fake: 0.073 +(epoch: 81, iters: 13720, time: 0.298, data: 0.019) G_GAN: 4.561 G_L1: 3.241 D_real: 0.003 D_fake: 0.115 +(epoch: 81, iters: 13820, time: 0.292, data: 0.024) G_GAN: 6.084 G_L1: 4.874 D_real: 0.024 D_fake: 0.055 +(epoch: 81, iters: 13920, time: 0.417, data: 0.020) G_GAN: 3.951 G_L1: 2.630 D_real: 0.003 D_fake: 0.215 +(epoch: 81, iters: 14020, time: 0.305, data: 0.020) G_GAN: 5.013 G_L1: 2.977 D_real: 0.014 D_fake: 0.065 +(epoch: 81, iters: 14120, time: 0.302, data: 0.021) G_GAN: 6.569 G_L1: 5.356 D_real: 0.301 D_fake: 0.006 +(epoch: 81, iters: 14220, time: 0.299, data: 0.019) G_GAN: 7.094 G_L1: 5.274 D_real: 0.006 D_fake: 0.029 +(epoch: 81, iters: 14320, time: 0.411, data: 0.020) G_GAN: 4.815 G_L1: 3.768 D_real: 0.000 D_fake: 0.036 +(epoch: 81, iters: 14420, time: 0.294, data: 0.020) G_GAN: 5.291 G_L1: 4.767 D_real: 0.011 D_fake: 0.109 +(epoch: 81, iters: 14520, time: 0.286, data: 0.018) G_GAN: 5.270 G_L1: 3.898 D_real: 0.000 D_fake: 0.018 +(epoch: 81, iters: 14620, time: 0.302, data: 0.019) G_GAN: 5.019 G_L1: 2.820 D_real: 0.107 D_fake: 0.088 +(epoch: 81, iters: 14720, time: 0.610, data: 0.019) G_GAN: 5.064 G_L1: 6.500 D_real: 0.071 D_fake: 0.068 +(epoch: 81, iters: 14820, time: 0.301, data: 0.018) G_GAN: 5.571 G_L1: 4.417 D_real: 0.058 D_fake: 0.011 +(epoch: 81, iters: 14920, time: 0.300, data: 0.021) G_GAN: 5.318 G_L1: 4.713 D_real: 0.006 D_fake: 0.113 +(epoch: 81, iters: 15020, time: 0.296, data: 0.021) G_GAN: 5.863 G_L1: 3.199 D_real: 0.010 D_fake: 0.007 +(epoch: 81, iters: 15120, time: 0.388, data: 0.020) G_GAN: 4.405 G_L1: 3.188 D_real: 0.305 D_fake: 0.016 +(epoch: 81, iters: 15220, time: 0.285, data: 0.020) G_GAN: 5.184 G_L1: 3.943 D_real: 0.001 D_fake: 0.039 +(epoch: 81, iters: 15320, time: 0.301, data: 0.019) G_GAN: 6.519 G_L1: 3.784 D_real: 0.002 D_fake: 0.479 +(epoch: 81, iters: 15420, time: 0.304, data: 0.021) G_GAN: 7.135 G_L1: 4.883 D_real: 0.002 D_fake: 0.010 +(epoch: 81, iters: 15520, time: 0.419, data: 0.021) G_GAN: 9.349 G_L1: 8.170 D_real: 0.005 D_fake: 0.001 +(epoch: 81, iters: 15620, time: 0.303, data: 0.022) G_GAN: 8.444 G_L1: 4.497 D_real: 0.000 D_fake: 0.002 +(epoch: 81, iters: 15720, time: 0.303, data: 0.020) G_GAN: 9.058 G_L1: 6.832 D_real: 0.001 D_fake: 0.001 +(epoch: 81, iters: 15820, time: 0.296, data: 0.020) G_GAN: 6.228 G_L1: 5.827 D_real: 0.001 D_fake: 0.009 +(epoch: 81, iters: 15920, time: 0.420, data: 0.020) G_GAN: 5.117 G_L1: 2.893 D_real: 0.013 D_fake: 0.018 +(epoch: 81, iters: 16020, time: 0.300, data: 0.019) G_GAN: 3.962 G_L1: 3.002 D_real: 0.003 D_fake: 0.132 +(epoch: 81, iters: 16120, time: 0.308, data: 0.019) G_GAN: 4.771 G_L1: 4.576 D_real: 0.000 D_fake: 0.041 +(epoch: 81, iters: 16220, time: 0.306, data: 0.019) G_GAN: 4.452 G_L1: 3.442 D_real: 0.001 D_fake: 0.080 +(epoch: 81, iters: 16320, time: 0.413, data: 0.020) G_GAN: 4.411 G_L1: 3.285 D_real: 0.005 D_fake: 0.081 +(epoch: 81, iters: 16420, time: 0.293, data: 0.018) G_GAN: 5.265 G_L1: 3.095 D_real: 0.006 D_fake: 0.067 +(epoch: 81, iters: 16520, time: 0.303, data: 0.023) G_GAN: 4.367 G_L1: 2.736 D_real: 0.795 D_fake: 0.010 +(epoch: 81, iters: 16620, time: 0.304, data: 0.019) G_GAN: 6.691 G_L1: 3.347 D_real: 0.102 D_fake: 0.004 +(epoch: 81, iters: 16720, time: 0.611, data: 0.019) G_GAN: 4.707 G_L1: 4.785 D_real: 0.003 D_fake: 0.050 +(epoch: 81, iters: 16820, time: 0.303, data: 0.020) G_GAN: 4.532 G_L1: 3.573 D_real: 0.000 D_fake: 0.203 +(epoch: 81, iters: 16920, time: 0.304, data: 0.020) G_GAN: 7.362 G_L1: 3.878 D_real: 0.048 D_fake: 0.232 +(epoch: 81, iters: 17020, time: 0.300, data: 0.021) G_GAN: 4.253 G_L1: 3.000 D_real: 0.050 D_fake: 0.067 +(epoch: 81, iters: 17120, time: 0.422, data: 0.020) G_GAN: 6.686 G_L1: 3.679 D_real: 0.023 D_fake: 0.011 +(epoch: 81, iters: 17220, time: 0.303, data: 0.017) G_GAN: 3.828 G_L1: 3.581 D_real: 0.008 D_fake: 0.404 +(epoch: 81, iters: 17320, time: 0.304, data: 0.019) G_GAN: 7.333 G_L1: 3.631 D_real: 0.001 D_fake: 0.021 +(epoch: 81, iters: 17420, time: 0.295, data: 0.019) G_GAN: 4.810 G_L1: 4.062 D_real: 0.007 D_fake: 0.090 +(epoch: 81, iters: 17520, time: 0.408, data: 0.018) G_GAN: 3.813 G_L1: 4.041 D_real: 0.409 D_fake: 0.039 +(epoch: 81, iters: 17620, time: 0.300, data: 0.020) G_GAN: 4.435 G_L1: 2.989 D_real: 0.232 D_fake: 0.089 +(epoch: 81, iters: 17720, time: 0.298, data: 0.018) G_GAN: 6.247 G_L1: 3.812 D_real: 0.006 D_fake: 0.014 +(epoch: 81, iters: 17820, time: 0.300, data: 0.019) G_GAN: 4.766 G_L1: 4.431 D_real: 0.110 D_fake: 0.444 +(epoch: 81, iters: 17920, time: 0.402, data: 0.021) G_GAN: 5.222 G_L1: 4.184 D_real: 0.015 D_fake: 0.027 +(epoch: 81, iters: 18020, time: 0.299, data: 0.019) G_GAN: 6.835 G_L1: 5.761 D_real: 0.029 D_fake: 0.009 +(epoch: 81, iters: 18120, time: 0.299, data: 0.019) G_GAN: 5.353 G_L1: 4.019 D_real: 0.021 D_fake: 0.027 +(epoch: 81, iters: 18220, time: 0.305, data: 0.022) G_GAN: 9.007 G_L1: 2.489 D_real: 0.000 D_fake: 0.002 +(epoch: 81, iters: 18320, time: 0.394, data: 0.022) G_GAN: 4.231 G_L1: 2.997 D_real: 0.001 D_fake: 0.044 +(epoch: 81, iters: 18420, time: 0.304, data: 0.018) G_GAN: 4.880 G_L1: 3.671 D_real: 0.106 D_fake: 0.024 +(epoch: 81, iters: 18520, time: 0.298, data: 0.019) G_GAN: 5.546 G_L1: 6.060 D_real: 0.029 D_fake: 0.020 +(epoch: 81, iters: 18620, time: 0.292, data: 0.020) G_GAN: 5.022 G_L1: 3.833 D_real: 0.014 D_fake: 0.021 +(epoch: 81, iters: 18720, time: 0.611, data: 0.019) G_GAN: 5.925 G_L1: 4.073 D_real: 0.083 D_fake: 0.016 +(epoch: 81, iters: 18820, time: 0.301, data: 0.020) G_GAN: 4.645 G_L1: 4.201 D_real: 0.014 D_fake: 0.070 +(epoch: 81, iters: 18920, time: 0.295, data: 0.021) G_GAN: 4.550 G_L1: 3.445 D_real: 0.003 D_fake: 0.056 +(epoch: 81, iters: 19020, time: 0.291, data: 0.020) G_GAN: 4.184 G_L1: 4.411 D_real: 0.004 D_fake: 0.082 +(epoch: 81, iters: 19120, time: 0.388, data: 0.019) G_GAN: 6.376 G_L1: 4.251 D_real: 0.096 D_fake: 0.024 +(epoch: 81, iters: 19220, time: 0.292, data: 0.017) G_GAN: 6.536 G_L1: 7.016 D_real: 0.083 D_fake: 0.017 +(epoch: 81, iters: 19320, time: 0.293, data: 0.022) G_GAN: 4.212 G_L1: 3.426 D_real: 0.409 D_fake: 0.025 +(epoch: 81, iters: 19420, time: 0.305, data: 0.019) G_GAN: 4.069 G_L1: 6.017 D_real: 0.485 D_fake: 0.151 +(epoch: 81, iters: 19520, time: 0.390, data: 0.019) G_GAN: 3.603 G_L1: 2.147 D_real: 0.147 D_fake: 0.237 +(epoch: 81, iters: 19620, time: 0.291, data: 0.019) G_GAN: 4.835 G_L1: 4.079 D_real: 0.002 D_fake: 0.115 +(epoch: 81, iters: 19720, time: 0.301, data: 0.021) G_GAN: 2.436 G_L1: 3.573 D_real: 0.551 D_fake: 0.213 +(epoch: 81, iters: 19820, time: 0.297, data: 0.018) G_GAN: 6.665 G_L1: 4.836 D_real: 0.187 D_fake: 0.003 +(epoch: 81, iters: 19920, time: 0.423, data: 0.018) G_GAN: 5.815 G_L1: 5.832 D_real: 0.031 D_fake: 0.023 +(epoch: 81, iters: 20020, time: 0.303, data: 0.021) G_GAN: 6.232 G_L1: 3.924 D_real: 0.002 D_fake: 0.018 +(epoch: 81, iters: 20120, time: 0.268, data: 0.019) G_GAN: 2.641 G_L1: 4.140 D_real: 1.018 D_fake: 0.064 +(epoch: 81, iters: 20220, time: 0.296, data: 0.016) G_GAN: 4.820 G_L1: 3.828 D_real: 0.033 D_fake: 0.080 +(epoch: 81, iters: 20320, time: 0.386, data: 0.020) G_GAN: 4.136 G_L1: 3.988 D_real: 0.037 D_fake: 0.068 +(epoch: 81, iters: 20420, time: 0.292, data: 0.020) G_GAN: 2.660 G_L1: 2.060 D_real: 0.932 D_fake: 0.080 +(epoch: 81, iters: 20520, time: 0.304, data: 0.020) G_GAN: 4.566 G_L1: 2.839 D_real: 0.110 D_fake: 0.027 +(epoch: 81, iters: 20620, time: 0.303, data: 0.019) G_GAN: 3.570 G_L1: 3.175 D_real: 0.006 D_fake: 0.502 +(epoch: 81, iters: 20720, time: 0.620, data: 0.019) G_GAN: 3.425 G_L1: 3.621 D_real: 0.102 D_fake: 0.064 +(epoch: 81, iters: 20820, time: 0.302, data: 0.019) G_GAN: 5.548 G_L1: 4.847 D_real: 0.077 D_fake: 0.040 +(epoch: 81, iters: 20920, time: 0.297, data: 0.019) G_GAN: 6.266 G_L1: 2.773 D_real: 0.833 D_fake: 0.021 +(epoch: 81, iters: 21020, time: 0.296, data: 0.020) G_GAN: 5.871 G_L1: 3.872 D_real: 0.181 D_fake: 0.007 +(epoch: 81, iters: 21120, time: 0.407, data: 0.019) G_GAN: 2.743 G_L1: 2.767 D_real: 0.126 D_fake: 0.182 +(epoch: 81, iters: 21220, time: 0.305, data: 0.018) G_GAN: 7.097 G_L1: 3.793 D_real: 0.170 D_fake: 0.028 +(epoch: 81, iters: 21320, time: 0.302, data: 0.020) G_GAN: 3.767 G_L1: 4.072 D_real: 0.297 D_fake: 0.023 +(epoch: 81, iters: 21420, time: 0.273, data: 0.019) G_GAN: 4.496 G_L1: 3.447 D_real: 0.732 D_fake: 0.012 +(epoch: 81, iters: 21520, time: 0.418, data: 0.016) G_GAN: 4.459 G_L1: 2.756 D_real: 0.005 D_fake: 0.049 +(epoch: 81, iters: 21620, time: 0.296, data: 0.019) G_GAN: 3.929 G_L1: 5.183 D_real: 0.083 D_fake: 0.088 +(epoch: 81, iters: 21720, time: 0.297, data: 0.020) G_GAN: 5.082 G_L1: 3.017 D_real: 0.189 D_fake: 0.018 +(epoch: 81, iters: 21820, time: 0.295, data: 0.018) G_GAN: 5.234 G_L1: 4.071 D_real: 0.007 D_fake: 0.073 +(epoch: 81, iters: 21920, time: 0.387, data: 0.018) G_GAN: 3.529 G_L1: 4.330 D_real: 0.116 D_fake: 0.096 +(epoch: 81, iters: 22020, time: 0.304, data: 0.019) G_GAN: 4.160 G_L1: 3.918 D_real: 0.341 D_fake: 0.030 +(epoch: 81, iters: 22120, time: 0.305, data: 0.020) G_GAN: 4.511 G_L1: 5.092 D_real: 0.185 D_fake: 0.147 +(epoch: 81, iters: 22220, time: 0.273, data: 0.020) G_GAN: 4.968 G_L1: 3.870 D_real: 0.025 D_fake: 0.063 +(epoch: 81, iters: 22320, time: 0.422, data: 0.016) G_GAN: 3.443 G_L1: 4.199 D_real: 0.328 D_fake: 0.088 +(epoch: 81, iters: 22420, time: 0.302, data: 0.018) G_GAN: 3.116 G_L1: 3.163 D_real: 0.075 D_fake: 0.226 +(epoch: 81, iters: 22520, time: 0.292, data: 0.021) G_GAN: 3.490 G_L1: 2.604 D_real: 0.039 D_fake: 0.377 +(epoch: 81, iters: 22620, time: 0.302, data: 0.019) G_GAN: 4.182 G_L1: 4.588 D_real: 0.368 D_fake: 0.034 +(epoch: 81, iters: 22720, time: 0.594, data: 0.019) G_GAN: 5.141 G_L1: 2.831 D_real: 0.293 D_fake: 0.017 +(epoch: 81, iters: 22820, time: 0.301, data: 0.017) G_GAN: 4.403 G_L1: 5.851 D_real: 0.000 D_fake: 0.220 +(epoch: 81, iters: 22920, time: 0.293, data: 0.020) G_GAN: 4.694 G_L1: 5.371 D_real: 0.611 D_fake: 0.016 +(epoch: 81, iters: 23020, time: 0.307, data: 0.018) G_GAN: 4.394 G_L1: 4.859 D_real: 0.137 D_fake: 0.124 +(epoch: 81, iters: 23120, time: 0.411, data: 0.020) G_GAN: 4.748 G_L1: 4.533 D_real: 0.150 D_fake: 0.068 +(epoch: 81, iters: 23220, time: 0.291, data: 0.019) G_GAN: 3.301 G_L1: 3.257 D_real: 0.266 D_fake: 0.070 +(epoch: 81, iters: 23320, time: 0.297, data: 0.021) G_GAN: 5.569 G_L1: 4.912 D_real: 0.366 D_fake: 0.023 +(epoch: 81, iters: 23420, time: 0.292, data: 0.019) G_GAN: 6.080 G_L1: 8.176 D_real: 0.000 D_fake: 0.043 +(epoch: 81, iters: 23520, time: 0.406, data: 0.019) G_GAN: 4.754 G_L1: 6.589 D_real: 0.006 D_fake: 0.052 +(epoch: 81, iters: 23620, time: 0.282, data: 0.019) G_GAN: 3.689 G_L1: 3.111 D_real: 0.424 D_fake: 0.048 +(epoch: 81, iters: 23720, time: 0.293, data: 0.018) G_GAN: 5.393 G_L1: 4.925 D_real: 0.159 D_fake: 0.015 +(epoch: 81, iters: 23820, time: 0.298, data: 0.019) G_GAN: 5.431 G_L1: 5.896 D_real: 0.096 D_fake: 0.011 +(epoch: 81, iters: 23920, time: 0.416, data: 0.023) G_GAN: 4.389 G_L1: 4.303 D_real: 0.181 D_fake: 0.050 +(epoch: 81, iters: 24020, time: 0.301, data: 0.017) G_GAN: 4.745 G_L1: 3.738 D_real: 0.049 D_fake: 0.245 +(epoch: 81, iters: 24120, time: 0.302, data: 0.020) G_GAN: 4.006 G_L1: 3.328 D_real: 0.025 D_fake: 0.048 +(epoch: 81, iters: 24220, time: 0.299, data: 0.019) G_GAN: 6.725 G_L1: 4.290 D_real: 0.045 D_fake: 0.005 +(epoch: 81, iters: 24320, time: 0.407, data: 0.023) G_GAN: 6.216 G_L1: 4.416 D_real: 0.005 D_fake: 0.061 +(epoch: 81, iters: 24420, time: 0.290, data: 0.019) G_GAN: 4.304 G_L1: 3.285 D_real: 0.003 D_fake: 0.061 +(epoch: 81, iters: 24520, time: 0.303, data: 0.019) G_GAN: 4.779 G_L1: 4.778 D_real: 0.000 D_fake: 0.134 +(epoch: 81, iters: 24620, time: 0.298, data: 0.019) G_GAN: 8.293 G_L1: 2.879 D_real: 0.028 D_fake: 0.003 +(epoch: 81, iters: 24720, time: 0.613, data: 0.018) G_GAN: 5.786 G_L1: 4.264 D_real: 0.021 D_fake: 0.012 +(epoch: 81, iters: 24820, time: 0.297, data: 0.019) G_GAN: 6.473 G_L1: 3.571 D_real: 0.080 D_fake: 0.012 +(epoch: 81, iters: 24920, time: 0.292, data: 0.018) G_GAN: 6.771 G_L1: 3.306 D_real: 0.055 D_fake: 0.018 +(epoch: 81, iters: 25020, time: 0.300, data: 0.020) G_GAN: 4.675 G_L1: 6.037 D_real: 0.000 D_fake: 0.046 +(epoch: 81, iters: 25120, time: 0.416, data: 0.020) G_GAN: 2.273 G_L1: 2.944 D_real: 0.174 D_fake: 0.240 +(epoch: 81, iters: 25220, time: 0.295, data: 0.019) G_GAN: 4.862 G_L1: 5.110 D_real: 0.000 D_fake: 0.025 +(epoch: 81, iters: 25320, time: 0.294, data: 0.020) G_GAN: 8.834 G_L1: 3.983 D_real: 0.012 D_fake: 0.006 +(epoch: 81, iters: 25420, time: 0.267, data: 0.020) G_GAN: 5.225 G_L1: 4.128 D_real: 0.002 D_fake: 0.037 +(epoch: 81, iters: 25520, time: 0.414, data: 0.016) G_GAN: 7.937 G_L1: 7.102 D_real: 0.035 D_fake: 0.028 +(epoch: 81, iters: 25620, time: 0.284, data: 0.019) G_GAN: 5.377 G_L1: 4.181 D_real: 0.004 D_fake: 0.044 +(epoch: 81, iters: 25720, time: 0.292, data: 0.018) G_GAN: 5.058 G_L1: 4.044 D_real: 0.029 D_fake: 0.048 +(epoch: 81, iters: 25820, time: 0.308, data: 0.020) G_GAN: 5.256 G_L1: 3.745 D_real: 0.085 D_fake: 0.044 +(epoch: 81, iters: 25920, time: 0.403, data: 0.021) G_GAN: 5.613 G_L1: 4.430 D_real: 0.003 D_fake: 0.027 +(epoch: 81, iters: 26020, time: 0.299, data: 0.018) G_GAN: 4.973 G_L1: 4.401 D_real: 0.043 D_fake: 0.195 +(epoch: 81, iters: 26120, time: 0.295, data: 0.020) G_GAN: 5.270 G_L1: 4.401 D_real: 0.001 D_fake: 0.077 +(epoch: 81, iters: 26220, time: 0.295, data: 0.017) G_GAN: 5.213 G_L1: 4.511 D_real: 0.224 D_fake: 0.042 +(epoch: 81, iters: 26320, time: 0.404, data: 0.019) G_GAN: 4.032 G_L1: 3.999 D_real: 0.007 D_fake: 0.291 +(epoch: 81, iters: 26420, time: 0.301, data: 0.018) G_GAN: 4.726 G_L1: 4.132 D_real: 0.013 D_fake: 0.058 +(epoch: 81, iters: 26520, time: 0.293, data: 0.020) G_GAN: 5.970 G_L1: 3.379 D_real: 0.000 D_fake: 0.770 +(epoch: 81, iters: 26620, time: 0.293, data: 0.018) G_GAN: 7.453 G_L1: 5.930 D_real: 0.018 D_fake: 0.127 +(epoch: 81, iters: 26720, time: 0.611, data: 0.020) G_GAN: 4.666 G_L1: 3.904 D_real: 0.015 D_fake: 0.054 +(epoch: 81, iters: 26820, time: 0.285, data: 0.020) G_GAN: 6.465 G_L1: 9.904 D_real: 0.016 D_fake: 0.230 +(epoch: 81, iters: 26920, time: 0.292, data: 0.018) G_GAN: 5.036 G_L1: 3.604 D_real: 0.060 D_fake: 0.022 +(epoch: 81, iters: 27020, time: 0.300, data: 0.021) G_GAN: 5.838 G_L1: 4.550 D_real: 0.002 D_fake: 0.117 +(epoch: 81, iters: 27120, time: 0.407, data: 0.022) G_GAN: 4.912 G_L1: 3.831 D_real: 0.032 D_fake: 0.038 +(epoch: 81, iters: 27220, time: 0.302, data: 0.019) G_GAN: 4.620 G_L1: 2.576 D_real: 0.114 D_fake: 0.018 +(epoch: 81, iters: 27320, time: 0.299, data: 0.021) G_GAN: 6.538 G_L1: 4.356 D_real: 0.019 D_fake: 0.007 +(epoch: 81, iters: 27420, time: 0.304, data: 0.020) G_GAN: 7.291 G_L1: 9.097 D_real: 0.057 D_fake: 0.006 +(epoch: 81, iters: 27520, time: 0.405, data: 0.018) G_GAN: 4.224 G_L1: 3.566 D_real: 0.088 D_fake: 0.101 +(epoch: 81, iters: 27620, time: 0.298, data: 0.017) G_GAN: 5.479 G_L1: 2.846 D_real: 0.020 D_fake: 0.031 +(epoch: 81, iters: 27720, time: 0.291, data: 0.021) G_GAN: 4.807 G_L1: 4.525 D_real: 0.016 D_fake: 0.243 +(epoch: 81, iters: 27820, time: 0.306, data: 0.019) G_GAN: 6.527 G_L1: 4.311 D_real: 0.008 D_fake: 0.018 +(epoch: 81, iters: 27920, time: 0.394, data: 0.019) G_GAN: 3.711 G_L1: 3.098 D_real: 0.030 D_fake: 0.077 +(epoch: 81, iters: 28020, time: 0.300, data: 0.018) G_GAN: 4.263 G_L1: 3.853 D_real: 0.483 D_fake: 0.065 +(epoch: 81, iters: 28120, time: 0.301, data: 0.018) G_GAN: 6.785 G_L1: 3.526 D_real: 0.048 D_fake: 0.004 +(epoch: 81, iters: 28220, time: 0.299, data: 0.021) G_GAN: 3.853 G_L1: 3.354 D_real: 0.150 D_fake: 0.092 +(epoch: 81, iters: 28320, time: 0.418, data: 0.019) G_GAN: 4.998 G_L1: 3.849 D_real: 0.064 D_fake: 0.025 +(epoch: 81, iters: 28420, time: 0.300, data: 0.018) G_GAN: 6.554 G_L1: 5.747 D_real: 0.000 D_fake: 0.412 +(epoch: 81, iters: 28520, time: 0.298, data: 0.020) G_GAN: 4.835 G_L1: 9.063 D_real: 0.068 D_fake: 0.034 +(epoch: 81, iters: 28620, time: 0.302, data: 0.019) G_GAN: 3.582 G_L1: 4.274 D_real: 0.679 D_fake: 0.031 +(epoch: 81, iters: 28720, time: 0.611, data: 0.020) G_GAN: 4.854 G_L1: 3.542 D_real: 0.165 D_fake: 0.040 +(epoch: 81, iters: 28820, time: 0.301, data: 0.020) G_GAN: 3.403 G_L1: 3.525 D_real: 0.599 D_fake: 0.029 +(epoch: 81, iters: 28920, time: 0.295, data: 0.019) G_GAN: 5.517 G_L1: 3.840 D_real: 0.203 D_fake: 0.053 +(epoch: 81, iters: 29020, time: 0.294, data: 0.020) G_GAN: 5.374 G_L1: 4.578 D_real: 0.166 D_fake: 0.016 +(epoch: 81, iters: 29120, time: 0.408, data: 0.023) G_GAN: 6.455 G_L1: 3.768 D_real: 0.064 D_fake: 0.025 +(epoch: 81, iters: 29220, time: 0.292, data: 0.019) G_GAN: 3.662 G_L1: 2.126 D_real: 0.013 D_fake: 0.444 +(epoch: 81, iters: 29320, time: 0.294, data: 0.018) G_GAN: 3.994 G_L1: 3.817 D_real: 0.078 D_fake: 0.102 +(epoch: 81, iters: 29420, time: 0.293, data: 0.019) G_GAN: 5.380 G_L1: 5.132 D_real: 0.404 D_fake: 0.008 +(epoch: 81, iters: 29520, time: 0.412, data: 0.019) G_GAN: 4.554 G_L1: 4.341 D_real: 0.158 D_fake: 0.142 +(epoch: 81, iters: 29620, time: 0.306, data: 0.019) G_GAN: 6.598 G_L1: 3.816 D_real: 0.110 D_fake: 0.008 +(epoch: 81, iters: 29720, time: 0.304, data: 0.020) G_GAN: 4.383 G_L1: 2.245 D_real: 0.024 D_fake: 0.094 +(epoch: 81, iters: 29820, time: 0.295, data: 0.020) G_GAN: 5.853 G_L1: 3.474 D_real: 0.105 D_fake: 0.007 +(epoch: 81, iters: 29920, time: 0.417, data: 0.018) G_GAN: 5.268 G_L1: 4.882 D_real: 0.011 D_fake: 0.017 +(epoch: 81, iters: 30020, time: 0.303, data: 0.020) G_GAN: 5.237 G_L1: 2.380 D_real: 0.037 D_fake: 0.038 +(epoch: 81, iters: 30120, time: 0.295, data: 0.020) G_GAN: 4.946 G_L1: 3.749 D_real: 0.027 D_fake: 0.075 +(epoch: 81, iters: 30220, time: 0.298, data: 0.019) G_GAN: 3.954 G_L1: 6.172 D_real: 0.434 D_fake: 0.027 +(epoch: 81, iters: 30320, time: 0.419, data: 0.019) G_GAN: 6.993 G_L1: 5.882 D_real: 0.035 D_fake: 0.005 +(epoch: 81, iters: 30420, time: 0.302, data: 0.018) G_GAN: 3.885 G_L1: 5.028 D_real: 0.084 D_fake: 0.096 +(epoch: 81, iters: 30520, time: 0.292, data: 0.019) G_GAN: 4.409 G_L1: 4.205 D_real: 0.030 D_fake: 0.060 +(epoch: 81, iters: 30620, time: 0.301, data: 0.018) G_GAN: 4.718 G_L1: 4.438 D_real: 0.198 D_fake: 0.049 +(epoch: 81, iters: 30720, time: 0.612, data: 0.020) G_GAN: 4.339 G_L1: 4.518 D_real: 0.011 D_fake: 0.048 +(epoch: 81, iters: 30820, time: 0.294, data: 0.021) G_GAN: 5.295 G_L1: 3.271 D_real: 0.067 D_fake: 0.022 +(epoch: 81, iters: 30920, time: 0.285, data: 0.019) G_GAN: 5.237 G_L1: 3.759 D_real: 0.018 D_fake: 0.204 +(epoch: 81, iters: 31020, time: 0.294, data: 0.016) G_GAN: 5.225 G_L1: 4.044 D_real: 0.401 D_fake: 0.010 +(epoch: 81, iters: 31120, time: 0.418, data: 0.018) G_GAN: 4.757 G_L1: 4.072 D_real: 0.008 D_fake: 0.034 +(epoch: 81, iters: 31220, time: 0.288, data: 0.017) G_GAN: 4.614 G_L1: 4.746 D_real: 0.002 D_fake: 0.597 +(epoch: 81, iters: 31320, time: 0.295, data: 0.017) G_GAN: 3.808 G_L1: 3.655 D_real: 0.092 D_fake: 0.061 +(epoch: 81, iters: 31420, time: 0.300, data: 0.019) G_GAN: 4.350 G_L1: 4.744 D_real: 0.001 D_fake: 0.040 +(epoch: 81, iters: 31520, time: 0.415, data: 0.019) G_GAN: 5.473 G_L1: 6.206 D_real: 0.811 D_fake: 0.039 +(epoch: 81, iters: 31620, time: 0.296, data: 0.018) G_GAN: 6.203 G_L1: 5.903 D_real: 0.006 D_fake: 0.011 +(epoch: 81, iters: 31720, time: 0.302, data: 0.019) G_GAN: 4.951 G_L1: 2.944 D_real: 0.021 D_fake: 0.125 +(epoch: 81, iters: 31820, time: 0.294, data: 0.019) G_GAN: 2.125 G_L1: 2.925 D_real: 0.596 D_fake: 0.270 +(epoch: 81, iters: 31920, time: 0.381, data: 0.018) G_GAN: 4.426 G_L1: 4.369 D_real: 0.056 D_fake: 0.048 +(epoch: 81, iters: 32020, time: 0.290, data: 0.019) G_GAN: 4.630 G_L1: 4.542 D_real: 0.038 D_fake: 0.075 +(epoch: 81, iters: 32120, time: 0.302, data: 0.019) G_GAN: 5.994 G_L1: 7.450 D_real: 0.012 D_fake: 0.113 +(epoch: 81, iters: 32220, time: 0.297, data: 0.020) G_GAN: 4.206 G_L1: 3.488 D_real: 0.002 D_fake: 0.067 +(epoch: 81, iters: 32320, time: 0.417, data: 0.019) G_GAN: 5.185 G_L1: 4.829 D_real: 0.067 D_fake: 0.045 +(epoch: 81, iters: 32420, time: 0.302, data: 0.022) G_GAN: 4.288 G_L1: 4.044 D_real: 0.031 D_fake: 0.332 +(epoch: 81, iters: 32520, time: 0.294, data: 0.019) G_GAN: 4.485 G_L1: 4.745 D_real: 0.000 D_fake: 0.050 +(epoch: 81, iters: 32620, time: 0.305, data: 0.019) G_GAN: 5.446 G_L1: 4.063 D_real: 0.166 D_fake: 0.063 +(epoch: 81, iters: 32720, time: 0.623, data: 0.019) G_GAN: 5.655 G_L1: 3.610 D_real: 0.013 D_fake: 0.050 +(epoch: 81, iters: 32820, time: 0.299, data: 0.018) G_GAN: 4.021 G_L1: 3.078 D_real: 0.004 D_fake: 0.081 +(epoch: 81, iters: 32920, time: 0.291, data: 0.019) G_GAN: 3.862 G_L1: 3.396 D_real: 0.010 D_fake: 0.113 +(epoch: 81, iters: 33020, time: 0.303, data: 0.018) G_GAN: 4.123 G_L1: 3.734 D_real: 0.099 D_fake: 0.100 +(epoch: 81, iters: 33120, time: 0.418, data: 0.020) G_GAN: 7.097 G_L1: 4.086 D_real: 0.020 D_fake: 0.034 +(epoch: 81, iters: 33220, time: 0.298, data: 0.018) G_GAN: 7.376 G_L1: 4.401 D_real: 0.035 D_fake: 0.012 +(epoch: 81, iters: 33320, time: 0.304, data: 0.020) G_GAN: 5.220 G_L1: 4.457 D_real: 0.010 D_fake: 0.214 +(epoch: 81, iters: 33420, time: 0.290, data: 0.020) G_GAN: 6.194 G_L1: 6.633 D_real: 0.013 D_fake: 0.027 +(epoch: 81, iters: 33520, time: 0.410, data: 0.020) G_GAN: 7.599 G_L1: 4.437 D_real: 0.139 D_fake: 0.003 +(epoch: 81, iters: 33620, time: 0.304, data: 0.021) G_GAN: 4.454 G_L1: 3.496 D_real: 0.005 D_fake: 0.870 +(epoch: 81, iters: 33720, time: 0.298, data: 0.020) G_GAN: 3.924 G_L1: 5.143 D_real: 0.057 D_fake: 0.138 +(epoch: 81, iters: 33820, time: 0.302, data: 0.021) G_GAN: 5.693 G_L1: 3.197 D_real: 0.050 D_fake: 0.097 +(epoch: 81, iters: 33920, time: 0.417, data: 0.020) G_GAN: 5.835 G_L1: 5.652 D_real: 0.342 D_fake: 0.006 +(epoch: 81, iters: 34020, time: 0.294, data: 0.019) G_GAN: 5.934 G_L1: 4.322 D_real: 0.049 D_fake: 0.020 +(epoch: 81, iters: 34120, time: 0.299, data: 0.021) G_GAN: 5.359 G_L1: 6.003 D_real: 0.015 D_fake: 0.034 +(epoch: 81, iters: 34220, time: 0.294, data: 0.019) G_GAN: 3.873 G_L1: 3.864 D_real: 0.247 D_fake: 0.031 +(epoch: 81, iters: 34320, time: 0.385, data: 0.020) G_GAN: 6.325 G_L1: 4.668 D_real: 0.025 D_fake: 0.009 +(epoch: 81, iters: 34420, time: 0.300, data: 0.020) G_GAN: 7.885 G_L1: 5.184 D_real: 0.090 D_fake: 0.026 +(epoch: 81, iters: 34520, time: 0.304, data: 0.020) G_GAN: 4.259 G_L1: 3.236 D_real: 0.276 D_fake: 0.029 +(epoch: 81, iters: 34620, time: 0.302, data: 0.020) G_GAN: 5.728 G_L1: 3.537 D_real: 0.000 D_fake: 0.023 +(epoch: 81, iters: 34720, time: 0.612, data: 0.019) G_GAN: 3.887 G_L1: 3.745 D_real: 0.135 D_fake: 0.106 +(epoch: 81, iters: 34820, time: 0.297, data: 0.019) G_GAN: 5.431 G_L1: 5.493 D_real: 0.005 D_fake: 0.050 +(epoch: 81, iters: 34920, time: 0.298, data: 0.020) G_GAN: 5.208 G_L1: 3.777 D_real: 0.004 D_fake: 0.059 +(epoch: 81, iters: 35020, time: 0.303, data: 0.020) G_GAN: 7.202 G_L1: 5.222 D_real: 0.107 D_fake: 0.006 +(epoch: 81, iters: 35120, time: 0.395, data: 0.019) G_GAN: 5.053 G_L1: 3.395 D_real: 0.200 D_fake: 0.067 +(epoch: 81, iters: 35220, time: 0.292, data: 0.019) G_GAN: 3.460 G_L1: 3.005 D_real: 0.029 D_fake: 0.157 +(epoch: 81, iters: 35320, time: 0.281, data: 0.018) G_GAN: 3.743 G_L1: 4.097 D_real: 0.283 D_fake: 0.042 +(epoch: 81, iters: 35420, time: 0.294, data: 0.017) G_GAN: 6.482 G_L1: 5.172 D_real: 0.019 D_fake: 0.008 +(epoch: 81, iters: 35520, time: 0.415, data: 0.020) G_GAN: 5.829 G_L1: 2.993 D_real: 0.170 D_fake: 0.019 +(epoch: 81, iters: 35620, time: 0.300, data: 0.019) G_GAN: 4.602 G_L1: 3.824 D_real: 0.050 D_fake: 0.058 +(epoch: 81, iters: 35720, time: 0.304, data: 0.021) G_GAN: 4.188 G_L1: 3.383 D_real: 0.030 D_fake: 0.087 +(epoch: 81, iters: 35820, time: 0.307, data: 0.019) G_GAN: 5.909 G_L1: 8.013 D_real: 0.126 D_fake: 0.014 +(epoch: 81, iters: 35920, time: 0.421, data: 0.019) G_GAN: 4.415 G_L1: 3.994 D_real: 0.151 D_fake: 0.029 +(epoch: 81, iters: 36020, time: 0.301, data: 0.023) G_GAN: 4.836 G_L1: 4.322 D_real: 0.009 D_fake: 0.035 +(epoch: 81, iters: 36120, time: 0.295, data: 0.020) G_GAN: 4.882 G_L1: 4.573 D_real: 0.012 D_fake: 0.018 +(epoch: 81, iters: 36220, time: 0.289, data: 0.019) G_GAN: 5.493 G_L1: 5.006 D_real: 0.052 D_fake: 0.018 +(epoch: 81, iters: 36320, time: 0.416, data: 0.020) G_GAN: 5.485 G_L1: 3.769 D_real: 0.000 D_fake: 0.050 +(epoch: 81, iters: 36420, time: 0.287, data: 0.020) G_GAN: 4.782 G_L1: 4.377 D_real: 0.048 D_fake: 0.070 +(epoch: 81, iters: 36520, time: 0.305, data: 0.020) G_GAN: 5.597 G_L1: 4.008 D_real: 0.046 D_fake: 0.024 +(epoch: 81, iters: 36620, time: 0.294, data: 0.019) G_GAN: 4.788 G_L1: 4.449 D_real: 0.166 D_fake: 0.027 +(epoch: 81, iters: 36720, time: 0.599, data: 0.020) G_GAN: 5.012 G_L1: 4.436 D_real: 0.090 D_fake: 0.017 +(epoch: 81, iters: 36820, time: 0.295, data: 0.018) G_GAN: 6.556 G_L1: 5.052 D_real: 0.029 D_fake: 0.005 +(epoch: 81, iters: 36920, time: 0.304, data: 0.018) G_GAN: 4.061 G_L1: 3.991 D_real: 0.068 D_fake: 0.146 +(epoch: 81, iters: 37020, time: 0.295, data: 0.019) G_GAN: 9.101 G_L1: 6.164 D_real: 0.003 D_fake: 0.010 +(epoch: 81, iters: 37120, time: 0.402, data: 0.019) G_GAN: 5.170 G_L1: 3.754 D_real: 0.618 D_fake: 0.012 +(epoch: 81, iters: 37220, time: 0.294, data: 0.018) G_GAN: 5.223 G_L1: 3.629 D_real: 0.685 D_fake: 0.007 +(epoch: 81, iters: 37320, time: 0.301, data: 0.020) G_GAN: 6.027 G_L1: 8.052 D_real: 0.120 D_fake: 0.142 +(epoch: 81, iters: 37420, time: 0.292, data: 0.020) G_GAN: 5.375 G_L1: 3.027 D_real: 0.091 D_fake: 0.016 +(epoch: 81, iters: 37520, time: 0.413, data: 0.021) G_GAN: 5.758 G_L1: 2.563 D_real: 0.030 D_fake: 0.046 +(epoch: 81, iters: 37620, time: 0.305, data: 0.022) G_GAN: 4.737 G_L1: 3.266 D_real: 0.027 D_fake: 0.057 +(epoch: 81, iters: 37720, time: 0.299, data: 0.018) G_GAN: 4.294 G_L1: 5.271 D_real: 0.061 D_fake: 0.047 +(epoch: 81, iters: 37820, time: 0.297, data: 0.018) G_GAN: 5.199 G_L1: 4.762 D_real: 0.014 D_fake: 0.034 +(epoch: 81, iters: 37920, time: 0.398, data: 0.019) G_GAN: 4.995 G_L1: 3.875 D_real: 0.004 D_fake: 0.038 +(epoch: 81, iters: 38020, time: 0.292, data: 0.018) G_GAN: 6.669 G_L1: 4.641 D_real: 0.000 D_fake: 0.005 +(epoch: 81, iters: 38120, time: 0.295, data: 0.019) G_GAN: 5.105 G_L1: 3.164 D_real: 0.072 D_fake: 0.014 +(epoch: 81, iters: 38220, time: 0.294, data: 0.019) G_GAN: 4.337 G_L1: 3.497 D_real: 0.007 D_fake: 0.055 +(epoch: 81, iters: 38320, time: 0.391, data: 0.019) G_GAN: 7.474 G_L1: 4.908 D_real: 0.008 D_fake: 0.006 +(epoch: 81, iters: 38420, time: 0.301, data: 0.017) G_GAN: 5.289 G_L1: 4.977 D_real: 0.001 D_fake: 0.048 +(epoch: 81, iters: 38520, time: 0.304, data: 0.019) G_GAN: 5.403 G_L1: 3.555 D_real: 0.064 D_fake: 0.009 +(epoch: 81, iters: 38620, time: 0.307, data: 0.019) G_GAN: 6.253 G_L1: 3.535 D_real: 0.018 D_fake: 0.005 +(epoch: 81, iters: 38720, time: 0.648, data: 0.021) G_GAN: 4.300 G_L1: 3.903 D_real: 0.056 D_fake: 0.069 +(epoch: 81, iters: 38820, time: 0.295, data: 0.018) G_GAN: 5.632 G_L1: 3.258 D_real: 0.397 D_fake: 0.011 +(epoch: 81, iters: 38920, time: 0.273, data: 0.018) G_GAN: 5.361 G_L1: 12.113 D_real: 0.032 D_fake: 0.535 +(epoch: 81, iters: 39020, time: 0.278, data: 0.016) G_GAN: 4.622 G_L1: 3.427 D_real: 0.238 D_fake: 0.033 +(epoch: 81, iters: 39120, time: 0.423, data: 0.016) G_GAN: 6.289 G_L1: 6.284 D_real: 0.003 D_fake: 0.017 +(epoch: 81, iters: 39220, time: 0.288, data: 0.017) G_GAN: 5.382 G_L1: 5.940 D_real: 0.010 D_fake: 0.022 +(epoch: 81, iters: 39320, time: 0.282, data: 0.016) G_GAN: 4.731 G_L1: 5.336 D_real: 0.002 D_fake: 0.070 +(epoch: 81, iters: 39420, time: 0.294, data: 0.015) G_GAN: 5.591 G_L1: 5.340 D_real: 0.024 D_fake: 0.021 +(epoch: 81, iters: 39520, time: 0.412, data: 0.018) G_GAN: 7.078 G_L1: 4.025 D_real: 0.001 D_fake: 0.027 +(epoch: 81, iters: 39620, time: 0.292, data: 0.019) G_GAN: 8.356 G_L1: 6.535 D_real: 0.000 D_fake: 0.002 +(epoch: 81, iters: 39720, time: 0.288, data: 0.018) G_GAN: 5.767 G_L1: 4.710 D_real: 0.008 D_fake: 0.071 +(epoch: 81, iters: 39820, time: 0.295, data: 0.018) G_GAN: 4.949 G_L1: 4.331 D_real: 0.003 D_fake: 0.125 +(epoch: 81, iters: 39920, time: 0.383, data: 0.021) G_GAN: 4.471 G_L1: 3.849 D_real: 0.146 D_fake: 0.027 +(epoch: 81, iters: 40020, time: 0.281, data: 0.015) G_GAN: 5.837 G_L1: 3.192 D_real: 0.018 D_fake: 0.016 +(epoch: 81, iters: 40120, time: 0.285, data: 0.017) G_GAN: 6.698 G_L1: 3.309 D_real: 0.037 D_fake: 0.211 +(epoch: 81, iters: 40220, time: 0.278, data: 0.016) G_GAN: 5.550 G_L1: 3.644 D_real: 0.091 D_fake: 0.023 +(epoch: 81, iters: 40320, time: 0.407, data: 0.016) G_GAN: 6.990 G_L1: 4.729 D_real: 0.032 D_fake: 0.192 +(epoch: 81, iters: 40420, time: 0.293, data: 0.017) G_GAN: 5.802 G_L1: 4.153 D_real: 0.141 D_fake: 0.009 +(epoch: 81, iters: 40520, time: 0.294, data: 0.017) G_GAN: 4.613 G_L1: 3.304 D_real: 0.050 D_fake: 0.090 +(epoch: 81, iters: 40620, time: 0.290, data: 0.017) G_GAN: 4.254 G_L1: 2.988 D_real: 0.376 D_fake: 0.023 +(epoch: 81, iters: 40720, time: 0.568, data: 0.017) G_GAN: 5.504 G_L1: 4.201 D_real: 0.072 D_fake: 0.017 +(epoch: 81, iters: 40820, time: 0.288, data: 0.018) G_GAN: 4.892 G_L1: 3.326 D_real: 0.023 D_fake: 0.019 +(epoch: 81, iters: 40920, time: 0.293, data: 0.017) G_GAN: 6.679 G_L1: 7.438 D_real: 0.009 D_fake: 0.004 +(epoch: 81, iters: 41020, time: 0.295, data: 0.021) G_GAN: 7.004 G_L1: 3.322 D_real: 0.017 D_fake: 0.014 +(epoch: 81, iters: 41120, time: 0.404, data: 0.017) G_GAN: 6.582 G_L1: 3.891 D_real: 0.012 D_fake: 0.005 +(epoch: 81, iters: 41220, time: 0.282, data: 0.016) G_GAN: 4.186 G_L1: 6.294 D_real: 0.001 D_fake: 0.121 +(epoch: 81, iters: 41320, time: 0.284, data: 0.018) G_GAN: 6.035 G_L1: 4.380 D_real: 0.196 D_fake: 0.008 +(epoch: 81, iters: 41420, time: 0.293, data: 0.017) G_GAN: 6.358 G_L1: 5.049 D_real: 0.002 D_fake: 0.147 +(epoch: 81, iters: 41520, time: 0.396, data: 0.019) G_GAN: 5.582 G_L1: 3.268 D_real: 0.037 D_fake: 0.022 +(epoch: 81, iters: 41620, time: 0.270, data: 0.016) G_GAN: 4.114 G_L1: 2.400 D_real: 0.258 D_fake: 0.039 +(epoch: 81, iters: 41720, time: 0.293, data: 0.015) G_GAN: 5.805 G_L1: 4.100 D_real: 0.004 D_fake: 0.021 +(epoch: 81, iters: 41820, time: 0.296, data: 0.018) G_GAN: 7.120 G_L1: 3.895 D_real: 0.008 D_fake: 0.023 +(epoch: 81, iters: 41920, time: 0.413, data: 0.017) G_GAN: 4.864 G_L1: 4.833 D_real: 0.037 D_fake: 0.081 +(epoch: 81, iters: 42020, time: 0.289, data: 0.018) G_GAN: 7.232 G_L1: 4.630 D_real: 0.001 D_fake: 0.005 +(epoch: 81, iters: 42120, time: 0.286, data: 0.020) G_GAN: 6.520 G_L1: 4.054 D_real: 0.030 D_fake: 0.018 +(epoch: 81, iters: 42220, time: 0.284, data: 0.016) G_GAN: 5.322 G_L1: 2.615 D_real: 0.006 D_fake: 0.023 +(epoch: 81, iters: 42320, time: 0.401, data: 0.018) G_GAN: 5.244 G_L1: 7.142 D_real: 0.001 D_fake: 0.054 +(epoch: 81, iters: 42420, time: 0.290, data: 0.015) G_GAN: 7.132 G_L1: 4.105 D_real: 0.171 D_fake: 0.004 +(epoch: 81, iters: 42520, time: 0.295, data: 0.020) G_GAN: 7.125 G_L1: 3.637 D_real: 0.102 D_fake: 0.004 +(epoch: 81, iters: 42620, time: 0.297, data: 0.017) G_GAN: 5.968 G_L1: 2.042 D_real: 0.098 D_fake: 0.018 +(epoch: 81, iters: 42720, time: 0.599, data: 0.018) G_GAN: 5.069 G_L1: 4.514 D_real: 0.043 D_fake: 0.045 +(epoch: 81, iters: 42820, time: 0.278, data: 0.016) G_GAN: 5.840 G_L1: 5.119 D_real: 0.081 D_fake: 0.025 +(epoch: 81, iters: 42920, time: 0.293, data: 0.016) G_GAN: 4.920 G_L1: 3.284 D_real: 0.054 D_fake: 0.023 +(epoch: 81, iters: 43020, time: 0.285, data: 0.020) G_GAN: 5.751 G_L1: 3.903 D_real: 0.001 D_fake: 0.024 +(epoch: 81, iters: 43120, time: 0.412, data: 0.018) G_GAN: 5.743 G_L1: 4.371 D_real: 0.027 D_fake: 0.011 +(epoch: 81, iters: 43220, time: 0.293, data: 0.017) G_GAN: 6.184 G_L1: 3.986 D_real: 0.014 D_fake: 0.051 +(epoch: 81, iters: 43320, time: 0.289, data: 0.018) G_GAN: 5.284 G_L1: 6.904 D_real: 0.000 D_fake: 0.037 +(epoch: 81, iters: 43420, time: 0.283, data: 0.017) G_GAN: 6.914 G_L1: 3.006 D_real: 0.055 D_fake: 0.010 +(epoch: 81, iters: 43520, time: 0.365, data: 0.017) G_GAN: 7.235 G_L1: 3.754 D_real: 0.007 D_fake: 0.011 +(epoch: 81, iters: 43620, time: 0.298, data: 0.016) G_GAN: 4.627 G_L1: 8.893 D_real: 0.011 D_fake: 0.087 +(epoch: 81, iters: 43720, time: 0.285, data: 0.019) G_GAN: 5.957 G_L1: 3.592 D_real: 0.031 D_fake: 0.013 +(epoch: 81, iters: 43820, time: 0.287, data: 0.019) G_GAN: 8.345 G_L1: 4.176 D_real: 0.025 D_fake: 0.002 +(epoch: 81, iters: 43920, time: 0.408, data: 0.017) G_GAN: 4.981 G_L1: 4.381 D_real: 0.001 D_fake: 0.376 +(epoch: 81, iters: 44020, time: 0.289, data: 0.020) G_GAN: 7.223 G_L1: 2.527 D_real: 0.006 D_fake: 0.015 +(epoch: 81, iters: 44120, time: 0.301, data: 0.019) G_GAN: 3.217 G_L1: 3.332 D_real: 0.321 D_fake: 0.038 +(epoch: 81, iters: 44220, time: 0.302, data: 0.020) G_GAN: 5.329 G_L1: 5.489 D_real: 0.414 D_fake: 0.012 +(epoch: 81, iters: 44320, time: 0.380, data: 0.019) G_GAN: 4.445 G_L1: 3.447 D_real: 0.046 D_fake: 0.091 +(epoch: 81, iters: 44420, time: 0.283, data: 0.018) G_GAN: 5.967 G_L1: 2.646 D_real: 0.013 D_fake: 0.066 +(epoch: 81, iters: 44520, time: 0.290, data: 0.018) G_GAN: 3.459 G_L1: 2.698 D_real: 0.733 D_fake: 0.048 +(epoch: 81, iters: 44620, time: 0.300, data: 0.018) G_GAN: 5.715 G_L1: 3.972 D_real: 0.001 D_fake: 0.032 +(epoch: 81, iters: 44720, time: 0.608, data: 0.020) G_GAN: 6.566 G_L1: 3.574 D_real: 0.002 D_fake: 0.031 +(epoch: 81, iters: 44820, time: 0.306, data: 0.018) G_GAN: 3.907 G_L1: 2.663 D_real: 0.392 D_fake: 0.051 +(epoch: 81, iters: 44920, time: 0.302, data: 0.020) G_GAN: 5.938 G_L1: 3.417 D_real: 0.000 D_fake: 0.066 +(epoch: 81, iters: 45020, time: 0.303, data: 0.019) G_GAN: 6.670 G_L1: 4.305 D_real: 0.014 D_fake: 0.006 +(epoch: 81, iters: 45120, time: 0.427, data: 0.019) G_GAN: 7.160 G_L1: 5.979 D_real: 0.005 D_fake: 0.003 +(epoch: 81, iters: 45220, time: 0.301, data: 0.021) G_GAN: 8.506 G_L1: 4.936 D_real: 0.022 D_fake: 0.011 +(epoch: 81, iters: 45320, time: 0.304, data: 0.019) G_GAN: 5.469 G_L1: 3.675 D_real: 0.002 D_fake: 0.017 +(epoch: 81, iters: 45420, time: 0.303, data: 0.023) G_GAN: 6.587 G_L1: 4.034 D_real: 0.076 D_fake: 0.008 +(epoch: 81, iters: 45520, time: 0.411, data: 0.018) G_GAN: 6.074 G_L1: 4.761 D_real: 0.025 D_fake: 0.010 +(epoch: 81, iters: 45620, time: 0.302, data: 0.017) G_GAN: 6.335 G_L1: 5.950 D_real: 0.011 D_fake: 0.239 +(epoch: 81, iters: 45720, time: 0.299, data: 0.020) G_GAN: 6.636 G_L1: 7.255 D_real: 0.003 D_fake: 0.136 +(epoch: 81, iters: 45820, time: 0.292, data: 0.019) G_GAN: 5.097 G_L1: 4.524 D_real: 0.626 D_fake: 0.009 +(epoch: 81, iters: 45920, time: 0.420, data: 0.019) G_GAN: 4.273 G_L1: 4.417 D_real: 0.024 D_fake: 0.122 +(epoch: 81, iters: 46020, time: 0.305, data: 0.019) G_GAN: 4.800 G_L1: 5.957 D_real: 0.031 D_fake: 0.087 +(epoch: 81, iters: 46120, time: 0.290, data: 0.020) G_GAN: 5.285 G_L1: 2.840 D_real: 0.140 D_fake: 0.012 +(epoch: 81, iters: 46220, time: 0.302, data: 0.018) G_GAN: 4.609 G_L1: 3.940 D_real: 0.132 D_fake: 0.061 +(epoch: 81, iters: 46320, time: 0.420, data: 0.020) G_GAN: 5.385 G_L1: 5.265 D_real: 0.007 D_fake: 0.072 +(epoch: 81, iters: 46420, time: 0.288, data: 0.019) G_GAN: 3.790 G_L1: 3.412 D_real: 0.084 D_fake: 0.243 +(epoch: 81, iters: 46520, time: 0.304, data: 0.018) G_GAN: 4.268 G_L1: 4.387 D_real: 0.042 D_fake: 0.125 +(epoch: 81, iters: 46620, time: 0.291, data: 0.019) G_GAN: 5.184 G_L1: 3.184 D_real: 0.009 D_fake: 0.064 +(epoch: 81, iters: 46720, time: 0.609, data: 0.019) G_GAN: 6.794 G_L1: 3.247 D_real: 0.079 D_fake: 0.029 +(epoch: 81, iters: 46820, time: 0.289, data: 0.018) G_GAN: 4.254 G_L1: 4.791 D_real: 0.022 D_fake: 0.160 +(epoch: 81, iters: 46920, time: 0.306, data: 0.018) G_GAN: 5.060 G_L1: 3.300 D_real: 0.012 D_fake: 0.125 +(epoch: 81, iters: 47020, time: 0.296, data: 0.019) G_GAN: 4.585 G_L1: 5.929 D_real: 0.293 D_fake: 0.024 +(epoch: 81, iters: 47120, time: 0.416, data: 0.019) G_GAN: 5.069 G_L1: 3.496 D_real: 0.068 D_fake: 0.051 +(epoch: 81, iters: 47220, time: 0.288, data: 0.017) G_GAN: 5.323 G_L1: 3.328 D_real: 0.099 D_fake: 0.055 +(epoch: 81, iters: 47320, time: 0.287, data: 0.020) G_GAN: 3.792 G_L1: 3.024 D_real: 0.008 D_fake: 0.108 +(epoch: 81, iters: 47420, time: 0.298, data: 0.017) G_GAN: 3.478 G_L1: 2.947 D_real: 0.266 D_fake: 0.039 +(epoch: 81, iters: 47520, time: 0.417, data: 0.019) G_GAN: 5.329 G_L1: 8.424 D_real: 0.030 D_fake: 0.069 +(epoch: 81, iters: 47620, time: 0.297, data: 0.021) G_GAN: 5.004 G_L1: 3.151 D_real: 0.002 D_fake: 0.155 +(epoch: 81, iters: 47720, time: 0.282, data: 0.018) G_GAN: 5.581 G_L1: 3.301 D_real: 0.015 D_fake: 0.015 +(epoch: 81, iters: 47820, time: 0.303, data: 0.018) G_GAN: 6.564 G_L1: 4.238 D_real: 0.172 D_fake: 0.021 +(epoch: 81, iters: 47920, time: 0.397, data: 0.018) G_GAN: 5.254 G_L1: 3.468 D_real: 0.003 D_fake: 0.055 +(epoch: 81, iters: 48020, time: 0.304, data: 0.018) G_GAN: 6.478 G_L1: 3.019 D_real: 0.040 D_fake: 0.058 +(epoch: 81, iters: 48120, time: 0.283, data: 0.018) G_GAN: 4.329 G_L1: 4.465 D_real: 0.271 D_fake: 0.131 +(epoch: 81, iters: 48220, time: 0.300, data: 0.017) G_GAN: 7.468 G_L1: 7.312 D_real: 0.000 D_fake: 0.006 +(epoch: 81, iters: 48320, time: 0.407, data: 0.020) G_GAN: 4.676 G_L1: 8.380 D_real: 0.001 D_fake: 0.088 +(epoch: 81, iters: 48420, time: 0.303, data: 0.019) G_GAN: 5.781 G_L1: 3.486 D_real: 0.036 D_fake: 0.126 +(epoch: 81, iters: 48520, time: 0.297, data: 0.019) G_GAN: 5.537 G_L1: 3.662 D_real: 0.441 D_fake: 0.023 +(epoch: 81, iters: 48620, time: 0.292, data: 0.019) G_GAN: 7.128 G_L1: 6.078 D_real: 0.009 D_fake: 0.015 +(epoch: 81, iters: 48720, time: 0.606, data: 0.017) G_GAN: 4.803 G_L1: 3.256 D_real: 0.092 D_fake: 0.046 +(epoch: 81, iters: 48820, time: 0.292, data: 0.019) G_GAN: 7.034 G_L1: 7.897 D_real: 0.043 D_fake: 0.022 +(epoch: 81, iters: 48920, time: 0.289, data: 0.018) G_GAN: 6.266 G_L1: 3.962 D_real: 0.058 D_fake: 0.007 +(epoch: 81, iters: 49020, time: 0.296, data: 0.018) G_GAN: 5.943 G_L1: 3.643 D_real: 0.181 D_fake: 0.052 +(epoch: 81, iters: 49120, time: 0.413, data: 0.019) G_GAN: 3.588 G_L1: 8.320 D_real: 0.057 D_fake: 0.069 +(epoch: 81, iters: 49220, time: 0.292, data: 0.019) G_GAN: 4.588 G_L1: 4.959 D_real: 0.031 D_fake: 0.080 +(epoch: 81, iters: 49320, time: 0.293, data: 0.018) G_GAN: 5.036 G_L1: 3.640 D_real: 0.007 D_fake: 0.022 +(epoch: 81, iters: 49420, time: 0.304, data: 0.018) G_GAN: 4.124 G_L1: 2.991 D_real: 0.182 D_fake: 0.179 +(epoch: 81, iters: 49520, time: 0.390, data: 0.019) G_GAN: 5.755 G_L1: 4.154 D_real: 0.065 D_fake: 0.025 +(epoch: 81, iters: 49620, time: 0.288, data: 0.019) G_GAN: 6.230 G_L1: 5.353 D_real: 0.002 D_fake: 0.038 +(epoch: 81, iters: 49720, time: 0.287, data: 0.018) G_GAN: 5.470 G_L1: 3.815 D_real: 0.000 D_fake: 0.032 +(epoch: 81, iters: 49820, time: 0.299, data: 0.017) G_GAN: 5.281 G_L1: 4.515 D_real: 0.001 D_fake: 0.062 +(epoch: 81, iters: 49920, time: 0.416, data: 0.019) G_GAN: 5.552 G_L1: 10.784 D_real: 0.098 D_fake: 0.040 +(epoch: 81, iters: 50020, time: 0.279, data: 0.018) G_GAN: 6.442 G_L1: 7.439 D_real: 0.000 D_fake: 0.016 +(epoch: 81, iters: 50120, time: 0.306, data: 0.015) G_GAN: 5.633 G_L1: 3.897 D_real: 0.015 D_fake: 0.036 +(epoch: 81, iters: 50220, time: 0.306, data: 0.019) G_GAN: 3.286 G_L1: 2.737 D_real: 0.428 D_fake: 0.076 +(epoch: 81, iters: 50320, time: 0.414, data: 0.019) G_GAN: 6.511 G_L1: 4.754 D_real: 0.006 D_fake: 0.008 +(epoch: 81, iters: 50420, time: 0.289, data: 0.019) G_GAN: 4.157 G_L1: 4.326 D_real: 0.266 D_fake: 0.264 +(epoch: 81, iters: 50520, time: 0.295, data: 0.016) G_GAN: 6.249 G_L1: 3.598 D_real: 0.003 D_fake: 0.072 +(epoch: 81, iters: 50620, time: 0.303, data: 0.021) G_GAN: 5.275 G_L1: 6.756 D_real: 0.000 D_fake: 0.028 +(epoch: 81, iters: 50720, time: 0.615, data: 0.019) G_GAN: 3.933 G_L1: 2.843 D_real: 0.017 D_fake: 0.131 +(epoch: 81, iters: 50820, time: 0.293, data: 0.019) G_GAN: 4.416 G_L1: 5.584 D_real: 0.008 D_fake: 0.191 +(epoch: 81, iters: 50920, time: 0.291, data: 0.019) G_GAN: 4.200 G_L1: 3.196 D_real: 0.022 D_fake: 0.085 +(epoch: 81, iters: 51020, time: 0.298, data: 0.018) G_GAN: 3.774 G_L1: 3.428 D_real: 0.050 D_fake: 0.390 +(epoch: 81, iters: 51120, time: 0.420, data: 0.020) G_GAN: 4.363 G_L1: 6.524 D_real: 0.006 D_fake: 0.129 +(epoch: 81, iters: 51220, time: 0.292, data: 0.018) G_GAN: 3.711 G_L1: 3.530 D_real: 0.434 D_fake: 0.047 +(epoch: 81, iters: 51320, time: 0.296, data: 0.019) G_GAN: 9.205 G_L1: 4.872 D_real: 0.016 D_fake: 0.001 +(epoch: 81, iters: 51420, time: 0.303, data: 0.019) G_GAN: 4.721 G_L1: 5.003 D_real: 0.182 D_fake: 0.069 +(epoch: 81, iters: 51520, time: 0.369, data: 0.018) G_GAN: 5.564 G_L1: 3.790 D_real: 0.028 D_fake: 0.013 +(epoch: 81, iters: 51620, time: 0.295, data: 0.018) G_GAN: 5.649 G_L1: 3.092 D_real: 0.003 D_fake: 0.024 +(epoch: 81, iters: 51720, time: 0.295, data: 0.021) G_GAN: 5.863 G_L1: 3.698 D_real: 0.109 D_fake: 0.013 +(epoch: 81, iters: 51820, time: 0.296, data: 0.020) G_GAN: 3.815 G_L1: 3.865 D_real: 0.100 D_fake: 0.106 +(epoch: 81, iters: 51920, time: 0.412, data: 0.018) G_GAN: 6.011 G_L1: 3.261 D_real: 0.007 D_fake: 0.013 +(epoch: 81, iters: 52020, time: 0.269, data: 0.018) G_GAN: 5.312 G_L1: 4.487 D_real: 0.009 D_fake: 0.056 +(epoch: 81, iters: 52120, time: 0.289, data: 0.015) G_GAN: 5.099 G_L1: 4.756 D_real: 0.043 D_fake: 0.027 +(epoch: 81, iters: 52220, time: 0.292, data: 0.018) G_GAN: 5.140 G_L1: 3.696 D_real: 0.037 D_fake: 0.016 +(epoch: 81, iters: 52320, time: 0.409, data: 0.018) G_GAN: 5.796 G_L1: 3.986 D_real: 0.006 D_fake: 0.026 +(epoch: 81, iters: 52420, time: 0.279, data: 0.020) G_GAN: 4.284 G_L1: 4.231 D_real: 0.069 D_fake: 0.205 +(epoch: 81, iters: 52520, time: 0.298, data: 0.016) G_GAN: 3.983 G_L1: 2.242 D_real: 0.057 D_fake: 0.076 +(epoch: 81, iters: 52620, time: 0.299, data: 0.022) G_GAN: 4.624 G_L1: 2.595 D_real: 0.106 D_fake: 0.049 +(epoch: 81, iters: 52720, time: 0.629, data: 0.020) G_GAN: 7.662 G_L1: 12.796 D_real: 0.001 D_fake: 0.006 +(epoch: 81, iters: 52820, time: 0.290, data: 0.017) G_GAN: 6.975 G_L1: 6.552 D_real: 0.016 D_fake: 0.007 +(epoch: 81, iters: 52920, time: 0.297, data: 0.021) G_GAN: 5.508 G_L1: 3.464 D_real: 0.009 D_fake: 0.025 +(epoch: 81, iters: 53020, time: 0.295, data: 0.022) G_GAN: 4.595 G_L1: 5.051 D_real: 0.009 D_fake: 0.052 +(epoch: 81, iters: 53120, time: 0.407, data: 0.018) G_GAN: 6.748 G_L1: 4.059 D_real: 0.001 D_fake: 0.011 +(epoch: 81, iters: 53220, time: 0.294, data: 0.019) G_GAN: 7.634 G_L1: 6.444 D_real: 0.018 D_fake: 0.006 +(epoch: 81, iters: 53320, time: 0.297, data: 0.018) G_GAN: 6.301 G_L1: 4.252 D_real: 0.093 D_fake: 0.003 +(epoch: 81, iters: 53420, time: 0.299, data: 0.019) G_GAN: 6.181 G_L1: 3.627 D_real: 0.133 D_fake: 0.417 +(epoch: 81, iters: 53520, time: 0.398, data: 0.019) G_GAN: 5.644 G_L1: 5.001 D_real: 0.097 D_fake: 0.035 +(epoch: 81, iters: 53620, time: 0.293, data: 0.017) G_GAN: 6.138 G_L1: 6.641 D_real: 0.001 D_fake: 0.055 +(epoch: 81, iters: 53720, time: 0.289, data: 0.019) G_GAN: 8.042 G_L1: 3.652 D_real: 0.034 D_fake: 0.001 +(epoch: 81, iters: 53820, time: 0.296, data: 0.019) G_GAN: 4.490 G_L1: 6.238 D_real: 0.000 D_fake: 0.078 +(epoch: 81, iters: 53920, time: 0.398, data: 0.019) G_GAN: 6.253 G_L1: 3.606 D_real: 0.103 D_fake: 0.007 +(epoch: 81, iters: 54020, time: 0.302, data: 0.019) G_GAN: 5.537 G_L1: 3.611 D_real: 0.039 D_fake: 0.021 +(epoch: 81, iters: 54120, time: 0.308, data: 0.019) G_GAN: 6.059 G_L1: 3.030 D_real: 0.008 D_fake: 0.261 +(epoch: 81, iters: 54220, time: 0.296, data: 0.019) G_GAN: 7.321 G_L1: 6.199 D_real: 0.048 D_fake: 0.003 +(epoch: 81, iters: 54320, time: 0.403, data: 0.019) G_GAN: 4.092 G_L1: 2.152 D_real: 0.017 D_fake: 0.117 +(epoch: 81, iters: 54420, time: 0.306, data: 0.020) G_GAN: 4.486 G_L1: 3.596 D_real: 0.022 D_fake: 0.058 +(epoch: 81, iters: 54520, time: 0.305, data: 0.020) G_GAN: 4.322 G_L1: 4.210 D_real: 0.137 D_fake: 0.043 +(epoch: 81, iters: 54620, time: 0.304, data: 0.019) G_GAN: 5.601 G_L1: 3.751 D_real: 0.050 D_fake: 0.042 +(epoch: 81, iters: 54720, time: 0.617, data: 0.019) G_GAN: 6.425 G_L1: 5.468 D_real: 0.145 D_fake: 0.006 +(epoch: 81, iters: 54820, time: 0.304, data: 0.020) G_GAN: 5.614 G_L1: 4.438 D_real: 0.019 D_fake: 0.045 +(epoch: 81, iters: 54920, time: 0.302, data: 0.023) G_GAN: 6.685 G_L1: 6.432 D_real: 0.078 D_fake: 0.087 +(epoch: 81, iters: 55020, time: 0.296, data: 0.019) G_GAN: 7.696 G_L1: 6.784 D_real: 0.002 D_fake: 0.298 +(epoch: 81, iters: 55120, time: 0.408, data: 0.019) G_GAN: 6.209 G_L1: 4.574 D_real: 0.001 D_fake: 0.020 +(epoch: 81, iters: 55220, time: 0.297, data: 0.017) G_GAN: 5.033 G_L1: 3.357 D_real: 0.002 D_fake: 0.093 +(epoch: 81, iters: 55320, time: 0.304, data: 0.019) G_GAN: 5.105 G_L1: 2.947 D_real: 0.050 D_fake: 0.036 +(epoch: 81, iters: 55420, time: 0.298, data: 0.019) G_GAN: 6.279 G_L1: 2.770 D_real: 0.017 D_fake: 0.022 +(epoch: 81, iters: 55520, time: 0.413, data: 0.020) G_GAN: 5.136 G_L1: 3.452 D_real: 0.091 D_fake: 0.010 +(epoch: 81, iters: 55620, time: 0.290, data: 0.019) G_GAN: 5.241 G_L1: 3.924 D_real: 0.069 D_fake: 0.040 +(epoch: 81, iters: 55720, time: 0.306, data: 0.021) G_GAN: 4.387 G_L1: 3.501 D_real: 0.068 D_fake: 0.039 +(epoch: 81, iters: 55820, time: 0.290, data: 0.019) G_GAN: 5.656 G_L1: 5.575 D_real: 0.189 D_fake: 0.012 +(epoch: 81, iters: 55920, time: 0.428, data: 0.018) G_GAN: 4.821 G_L1: 3.146 D_real: 0.093 D_fake: 0.061 +(epoch: 81, iters: 56020, time: 0.304, data: 0.019) G_GAN: 5.901 G_L1: 2.898 D_real: 0.064 D_fake: 0.011 +(epoch: 81, iters: 56120, time: 0.297, data: 0.019) G_GAN: 3.994 G_L1: 3.866 D_real: 0.280 D_fake: 0.031 +(epoch: 81, iters: 56220, time: 0.299, data: 0.018) G_GAN: 3.780 G_L1: 3.987 D_real: 0.132 D_fake: 0.062 +(epoch: 81, iters: 56320, time: 0.421, data: 0.018) G_GAN: 3.806 G_L1: 2.994 D_real: 0.010 D_fake: 0.202 +(epoch: 81, iters: 56420, time: 0.298, data: 0.018) G_GAN: 3.607 G_L1: 3.971 D_real: 0.189 D_fake: 0.063 +(epoch: 81, iters: 56520, time: 0.295, data: 0.021) G_GAN: 5.477 G_L1: 3.504 D_real: 0.033 D_fake: 0.314 +(epoch: 81, iters: 56620, time: 0.290, data: 0.019) G_GAN: 5.130 G_L1: 4.668 D_real: 0.121 D_fake: 0.016 +(epoch: 81, iters: 56720, time: 0.613, data: 0.018) G_GAN: 5.494 G_L1: 3.917 D_real: 0.020 D_fake: 0.042 +(epoch: 81, iters: 56820, time: 0.305, data: 0.019) G_GAN: 4.701 G_L1: 5.760 D_real: 0.000 D_fake: 0.083 +(epoch: 81, iters: 56920, time: 0.292, data: 0.019) G_GAN: 6.654 G_L1: 5.720 D_real: 0.411 D_fake: 0.026 +(epoch: 81, iters: 57020, time: 0.292, data: 0.019) G_GAN: 5.245 G_L1: 5.340 D_real: 0.002 D_fake: 0.022 +(epoch: 81, iters: 57120, time: 0.410, data: 0.021) G_GAN: 6.356 G_L1: 3.854 D_real: 0.257 D_fake: 0.015 +(epoch: 81, iters: 57220, time: 0.284, data: 0.017) G_GAN: 5.288 G_L1: 4.761 D_real: 0.004 D_fake: 0.040 +(epoch: 81, iters: 57320, time: 0.295, data: 0.020) G_GAN: 5.032 G_L1: 3.451 D_real: 0.229 D_fake: 0.026 +(epoch: 81, iters: 57420, time: 0.288, data: 0.018) G_GAN: 4.466 G_L1: 4.068 D_real: 0.000 D_fake: 0.033 +(epoch: 81, iters: 57520, time: 0.406, data: 0.019) G_GAN: 4.549 G_L1: 4.257 D_real: 0.033 D_fake: 0.129 +(epoch: 81, iters: 57620, time: 0.298, data: 0.017) G_GAN: 5.437 G_L1: 3.370 D_real: 0.539 D_fake: 0.019 +(epoch: 81, iters: 57720, time: 0.295, data: 0.018) G_GAN: 6.226 G_L1: 4.429 D_real: 0.136 D_fake: 0.043 +(epoch: 81, iters: 57820, time: 0.297, data: 0.018) G_GAN: 4.657 G_L1: 3.947 D_real: 0.387 D_fake: 0.041 +(epoch: 81, iters: 57920, time: 0.417, data: 0.019) G_GAN: 7.749 G_L1: 3.559 D_real: 0.422 D_fake: 0.002 +(epoch: 81, iters: 58020, time: 0.309, data: 0.019) G_GAN: 5.893 G_L1: 2.717 D_real: 0.018 D_fake: 0.048 +(epoch: 81, iters: 58120, time: 0.294, data: 0.023) G_GAN: 4.789 G_L1: 3.379 D_real: 0.049 D_fake: 0.066 +(epoch: 81, iters: 58220, time: 0.309, data: 0.019) G_GAN: 4.676 G_L1: 2.740 D_real: 0.002 D_fake: 0.045 +(epoch: 81, iters: 58320, time: 0.390, data: 0.019) G_GAN: 6.125 G_L1: 3.493 D_real: 0.001 D_fake: 0.006 +(epoch: 81, iters: 58420, time: 0.302, data: 0.019) G_GAN: 4.784 G_L1: 4.474 D_real: 0.036 D_fake: 0.131 +(epoch: 81, iters: 58520, time: 0.295, data: 0.020) G_GAN: 7.611 G_L1: 7.014 D_real: 0.032 D_fake: 0.006 +(epoch: 81, iters: 58620, time: 0.296, data: 0.020) G_GAN: 4.191 G_L1: 4.698 D_real: 0.005 D_fake: 0.217 +(epoch: 81, iters: 58720, time: 0.606, data: 0.020) G_GAN: 4.554 G_L1: 3.560 D_real: 0.044 D_fake: 0.150 +(epoch: 81, iters: 58820, time: 0.298, data: 0.018) G_GAN: 5.009 G_L1: 4.647 D_real: 0.006 D_fake: 0.320 +(epoch: 81, iters: 58920, time: 0.288, data: 0.020) G_GAN: 5.204 G_L1: 3.154 D_real: 0.294 D_fake: 0.031 +(epoch: 81, iters: 59020, time: 0.280, data: 0.017) G_GAN: 5.539 G_L1: 5.780 D_real: 0.396 D_fake: 0.048 +(epoch: 81, iters: 59120, time: 0.359, data: 0.016) G_GAN: 5.194 G_L1: 3.981 D_real: 0.010 D_fake: 0.034 +(epoch: 81, iters: 59220, time: 0.294, data: 0.015) G_GAN: 4.781 G_L1: 5.730 D_real: 0.084 D_fake: 0.365 +(epoch: 81, iters: 59320, time: 0.297, data: 0.018) G_GAN: 5.947 G_L1: 3.586 D_real: 0.092 D_fake: 0.025 +(epoch: 81, iters: 59420, time: 0.279, data: 0.019) G_GAN: 5.431 G_L1: 3.975 D_real: 0.300 D_fake: 0.033 +(epoch: 81, iters: 59520, time: 0.402, data: 0.021) G_GAN: 5.862 G_L1: 3.463 D_real: 0.001 D_fake: 0.020 +(epoch: 81, iters: 59620, time: 0.297, data: 0.018) G_GAN: 8.748 G_L1: 8.277 D_real: 0.080 D_fake: 0.003 +(epoch: 81, iters: 59720, time: 0.296, data: 0.019) G_GAN: 6.429 G_L1: 6.635 D_real: 0.013 D_fake: 0.022 +(epoch: 81, iters: 59820, time: 0.293, data: 0.018) G_GAN: 5.090 G_L1: 3.363 D_real: 0.020 D_fake: 0.039 +(epoch: 81, iters: 59920, time: 0.409, data: 0.020) G_GAN: 2.529 G_L1: 3.101 D_real: 0.640 D_fake: 0.048 +(epoch: 82, iters: 4, time: 0.217, data: 0.016) G_GAN: 6.899 G_L1: 4.547 D_real: 0.001 D_fake: 0.027 +(epoch: 82, iters: 104, time: 0.295, data: 0.019) G_GAN: 3.710 G_L1: 4.126 D_real: 0.003 D_fake: 0.244 +(epoch: 82, iters: 204, time: 0.290, data: 0.018) G_GAN: 4.024 G_L1: 4.052 D_real: 0.035 D_fake: 0.153 +(epoch: 82, iters: 304, time: 0.607, data: 0.018) G_GAN: 4.260 G_L1: 3.421 D_real: 0.129 D_fake: 0.032 +(epoch: 82, iters: 404, time: 0.288, data: 0.017) G_GAN: 5.397 G_L1: 3.767 D_real: 0.062 D_fake: 0.017 +(epoch: 82, iters: 504, time: 0.275, data: 0.017) G_GAN: 8.924 G_L1: 6.043 D_real: 0.001 D_fake: 0.014 +(epoch: 82, iters: 604, time: 0.299, data: 0.018) G_GAN: 4.077 G_L1: 3.981 D_real: 0.003 D_fake: 0.287 +(epoch: 82, iters: 704, time: 0.610, data: 0.019) G_GAN: 4.395 G_L1: 5.192 D_real: 0.000 D_fake: 0.297 +(epoch: 82, iters: 804, time: 0.285, data: 0.018) G_GAN: 4.388 G_L1: 4.306 D_real: 0.322 D_fake: 0.016 +(epoch: 82, iters: 904, time: 0.272, data: 0.020) G_GAN: 6.138 G_L1: 6.435 D_real: 0.032 D_fake: 0.066 +(epoch: 82, iters: 1004, time: 0.282, data: 0.016) G_GAN: 4.382 G_L1: 4.258 D_real: 0.087 D_fake: 0.059 +(epoch: 82, iters: 1104, time: 0.371, data: 0.017) G_GAN: 4.190 G_L1: 4.737 D_real: 0.649 D_fake: 0.028 +(epoch: 82, iters: 1204, time: 0.288, data: 0.015) G_GAN: 4.139 G_L1: 4.396 D_real: 0.012 D_fake: 0.067 +(epoch: 82, iters: 1304, time: 0.286, data: 0.018) G_GAN: 5.545 G_L1: 4.772 D_real: 0.023 D_fake: 0.050 +(epoch: 82, iters: 1404, time: 0.271, data: 0.019) G_GAN: 6.971 G_L1: 5.847 D_real: 0.016 D_fake: 0.026 +(epoch: 82, iters: 1504, time: 0.378, data: 0.017) G_GAN: 5.652 G_L1: 6.120 D_real: 0.016 D_fake: 0.252 +(epoch: 82, iters: 1604, time: 0.285, data: 0.017) G_GAN: 5.320 G_L1: 3.146 D_real: 0.018 D_fake: 0.055 +(epoch: 82, iters: 1704, time: 0.259, data: 0.018) G_GAN: 5.917 G_L1: 7.877 D_real: 0.038 D_fake: 0.034 +(epoch: 82, iters: 1804, time: 0.289, data: 0.015) G_GAN: 4.642 G_L1: 4.239 D_real: 0.081 D_fake: 0.028 +(epoch: 82, iters: 1904, time: 0.411, data: 0.018) G_GAN: 5.764 G_L1: 4.394 D_real: 0.004 D_fake: 0.022 +(epoch: 82, iters: 2004, time: 0.296, data: 0.019) G_GAN: 5.934 G_L1: 5.552 D_real: 0.004 D_fake: 0.138 +(epoch: 82, iters: 2104, time: 0.288, data: 0.019) G_GAN: 8.789 G_L1: 7.786 D_real: 0.003 D_fake: 0.002 +(epoch: 82, iters: 2204, time: 0.266, data: 0.019) G_GAN: 5.189 G_L1: 4.397 D_real: 0.228 D_fake: 0.020 +(epoch: 82, iters: 2304, time: 0.401, data: 0.017) G_GAN: 8.177 G_L1: 7.855 D_real: 0.000 D_fake: 0.006 +(epoch: 82, iters: 2404, time: 0.282, data: 0.019) G_GAN: 7.047 G_L1: 5.139 D_real: 0.001 D_fake: 0.020 +(epoch: 82, iters: 2504, time: 0.292, data: 0.016) G_GAN: 4.200 G_L1: 8.162 D_real: 0.023 D_fake: 0.235 +(epoch: 82, iters: 2604, time: 0.292, data: 0.018) G_GAN: 7.334 G_L1: 3.745 D_real: 0.071 D_fake: 0.016 +(epoch: 82, iters: 2704, time: 0.604, data: 0.020) G_GAN: 5.854 G_L1: 5.743 D_real: 0.003 D_fake: 0.284 +(epoch: 82, iters: 2804, time: 0.278, data: 0.019) G_GAN: 6.463 G_L1: 4.203 D_real: 0.014 D_fake: 0.007 +(epoch: 82, iters: 2904, time: 0.283, data: 0.017) G_GAN: 6.000 G_L1: 3.278 D_real: 0.004 D_fake: 0.035 +(epoch: 82, iters: 3004, time: 0.293, data: 0.019) G_GAN: 4.540 G_L1: 3.659 D_real: 0.001 D_fake: 0.061 +(epoch: 82, iters: 3104, time: 0.405, data: 0.017) G_GAN: 5.847 G_L1: 3.402 D_real: 0.061 D_fake: 0.021 +(epoch: 82, iters: 3204, time: 0.293, data: 0.017) G_GAN: 4.092 G_L1: 5.566 D_real: 0.006 D_fake: 0.089 +(epoch: 82, iters: 3304, time: 0.286, data: 0.018) G_GAN: 3.887 G_L1: 3.337 D_real: 0.108 D_fake: 0.200 +(epoch: 82, iters: 3404, time: 0.301, data: 0.017) G_GAN: 6.523 G_L1: 4.077 D_real: 0.000 D_fake: 0.041 +(epoch: 82, iters: 3504, time: 0.413, data: 0.019) G_GAN: 5.513 G_L1: 5.915 D_real: 0.044 D_fake: 0.090 +(epoch: 82, iters: 3604, time: 0.292, data: 0.019) G_GAN: 5.958 G_L1: 3.630 D_real: 0.008 D_fake: 0.009 +(epoch: 82, iters: 3704, time: 0.289, data: 0.018) G_GAN: 7.631 G_L1: 3.467 D_real: 0.009 D_fake: 0.002 +(epoch: 82, iters: 3804, time: 0.307, data: 0.020) G_GAN: 6.034 G_L1: 3.739 D_real: 0.038 D_fake: 0.010 +(epoch: 82, iters: 3904, time: 0.397, data: 0.020) G_GAN: 3.854 G_L1: 3.304 D_real: 0.289 D_fake: 0.048 +(epoch: 82, iters: 4004, time: 0.308, data: 0.020) G_GAN: 4.366 G_L1: 3.004 D_real: 0.029 D_fake: 0.042 +(epoch: 82, iters: 4104, time: 0.297, data: 0.021) G_GAN: 5.064 G_L1: 3.491 D_real: 0.018 D_fake: 0.475 +(epoch: 82, iters: 4204, time: 0.294, data: 0.020) G_GAN: 11.401 G_L1: 6.318 D_real: 0.013 D_fake: 0.001 +(epoch: 82, iters: 4304, time: 0.419, data: 0.018) G_GAN: 4.615 G_L1: 3.710 D_real: 0.048 D_fake: 0.165 +(epoch: 82, iters: 4404, time: 0.288, data: 0.021) G_GAN: 5.275 G_L1: 4.143 D_real: 0.005 D_fake: 0.085 +(epoch: 82, iters: 4504, time: 0.297, data: 0.018) G_GAN: 4.096 G_L1: 3.554 D_real: 0.000 D_fake: 0.153 +(epoch: 82, iters: 4604, time: 0.296, data: 0.020) G_GAN: 6.363 G_L1: 6.252 D_real: 0.004 D_fake: 0.010 +(epoch: 82, iters: 4704, time: 0.591, data: 0.019) G_GAN: 4.849 G_L1: 6.525 D_real: 0.144 D_fake: 0.025 +(epoch: 82, iters: 4804, time: 0.294, data: 0.018) G_GAN: 3.976 G_L1: 3.354 D_real: 0.104 D_fake: 0.036 +(epoch: 82, iters: 4904, time: 0.287, data: 0.020) G_GAN: 8.388 G_L1: 5.523 D_real: 0.024 D_fake: 0.009 +(epoch: 82, iters: 5004, time: 0.291, data: 0.019) G_GAN: 5.783 G_L1: 7.988 D_real: 0.089 D_fake: 0.020 +(epoch: 82, iters: 5104, time: 0.390, data: 0.019) G_GAN: 5.080 G_L1: 5.847 D_real: 0.268 D_fake: 0.018 +(epoch: 82, iters: 5204, time: 0.300, data: 0.022) G_GAN: 3.994 G_L1: 3.348 D_real: 0.244 D_fake: 0.042 +(epoch: 82, iters: 5304, time: 0.306, data: 0.019) G_GAN: 7.020 G_L1: 3.563 D_real: 0.007 D_fake: 0.014 +(epoch: 82, iters: 5404, time: 0.299, data: 0.022) G_GAN: 6.469 G_L1: 3.212 D_real: 0.007 D_fake: 0.009 +(epoch: 82, iters: 5504, time: 0.415, data: 0.022) G_GAN: 4.864 G_L1: 9.069 D_real: 0.009 D_fake: 0.058 +(epoch: 82, iters: 5604, time: 0.296, data: 0.017) G_GAN: 4.212 G_L1: 5.004 D_real: 0.102 D_fake: 0.083 +(epoch: 82, iters: 5704, time: 0.302, data: 0.019) G_GAN: 7.202 G_L1: 3.503 D_real: 0.007 D_fake: 0.094 +(epoch: 82, iters: 5804, time: 0.298, data: 0.019) G_GAN: 5.792 G_L1: 2.931 D_real: 0.205 D_fake: 0.011 +(epoch: 82, iters: 5904, time: 0.408, data: 0.018) G_GAN: 3.497 G_L1: 3.298 D_real: 0.231 D_fake: 0.244 +(epoch: 82, iters: 6004, time: 0.289, data: 0.019) G_GAN: 5.024 G_L1: 4.416 D_real: 0.029 D_fake: 0.046 +(epoch: 82, iters: 6104, time: 0.296, data: 0.018) G_GAN: 4.313 G_L1: 4.351 D_real: 0.005 D_fake: 0.108 +(epoch: 82, iters: 6204, time: 0.293, data: 0.019) G_GAN: 3.463 G_L1: 3.869 D_real: 0.244 D_fake: 0.103 +(epoch: 82, iters: 6304, time: 0.426, data: 0.019) G_GAN: 5.296 G_L1: 5.048 D_real: 0.005 D_fake: 0.088 +(epoch: 82, iters: 6404, time: 0.303, data: 0.019) G_GAN: 4.432 G_L1: 3.453 D_real: 0.002 D_fake: 0.136 +(epoch: 82, iters: 6504, time: 0.292, data: 0.019) G_GAN: 6.416 G_L1: 5.399 D_real: 0.004 D_fake: 0.013 +(epoch: 82, iters: 6604, time: 0.294, data: 0.017) G_GAN: 5.538 G_L1: 5.513 D_real: 0.002 D_fake: 0.527 +(epoch: 82, iters: 6704, time: 0.618, data: 0.018) G_GAN: 4.636 G_L1: 4.816 D_real: 0.001 D_fake: 0.101 +(epoch: 82, iters: 6804, time: 0.301, data: 0.017) G_GAN: 3.220 G_L1: 1.535 D_real: 0.221 D_fake: 0.179 +(epoch: 82, iters: 6904, time: 0.301, data: 0.018) G_GAN: 5.155 G_L1: 3.325 D_real: 0.048 D_fake: 0.040 +(epoch: 82, iters: 7004, time: 0.289, data: 0.020) G_GAN: 5.670 G_L1: 3.024 D_real: 0.058 D_fake: 0.024 +(epoch: 82, iters: 7104, time: 0.422, data: 0.017) G_GAN: 5.093 G_L1: 3.859 D_real: 0.002 D_fake: 0.016 +(epoch: 82, iters: 7204, time: 0.298, data: 0.018) G_GAN: 5.073 G_L1: 3.175 D_real: 0.013 D_fake: 0.109 +(epoch: 82, iters: 7304, time: 0.282, data: 0.017) G_GAN: 5.596 G_L1: 3.770 D_real: 0.001 D_fake: 0.036 +(epoch: 82, iters: 7404, time: 0.290, data: 0.018) G_GAN: 4.861 G_L1: 4.281 D_real: 0.020 D_fake: 0.081 +(epoch: 82, iters: 7504, time: 0.424, data: 0.016) G_GAN: 2.755 G_L1: 3.997 D_real: 0.489 D_fake: 0.162 +(epoch: 82, iters: 7604, time: 0.285, data: 0.018) G_GAN: 3.797 G_L1: 3.522 D_real: 0.126 D_fake: 0.085 +(epoch: 82, iters: 7704, time: 0.300, data: 0.017) G_GAN: 6.028 G_L1: 3.278 D_real: 0.005 D_fake: 0.008 +(epoch: 82, iters: 7804, time: 0.288, data: 0.017) G_GAN: 4.884 G_L1: 3.233 D_real: 0.036 D_fake: 0.166 +(epoch: 82, iters: 7904, time: 0.421, data: 0.017) G_GAN: 4.707 G_L1: 4.798 D_real: 0.022 D_fake: 0.051 +(epoch: 82, iters: 8004, time: 0.309, data: 0.018) G_GAN: 3.137 G_L1: 3.416 D_real: 0.622 D_fake: 0.185 +(epoch: 82, iters: 8104, time: 0.304, data: 0.019) G_GAN: 4.170 G_L1: 3.674 D_real: 0.008 D_fake: 0.091 +(epoch: 82, iters: 8204, time: 0.300, data: 0.020) G_GAN: 3.635 G_L1: 3.842 D_real: 0.028 D_fake: 0.464 +(epoch: 82, iters: 8304, time: 0.391, data: 0.019) G_GAN: 3.645 G_L1: 2.301 D_real: 0.040 D_fake: 0.069 +(epoch: 82, iters: 8404, time: 0.293, data: 0.021) G_GAN: 4.166 G_L1: 5.351 D_real: 0.232 D_fake: 0.118 +(epoch: 82, iters: 8504, time: 0.301, data: 0.018) G_GAN: 3.793 G_L1: 3.615 D_real: 0.003 D_fake: 0.253 +(epoch: 82, iters: 8604, time: 0.302, data: 0.019) G_GAN: 5.274 G_L1: 3.281 D_real: 0.069 D_fake: 0.011 +(epoch: 82, iters: 8704, time: 0.615, data: 0.019) G_GAN: 5.112 G_L1: 3.815 D_real: 0.025 D_fake: 0.080 +(epoch: 82, iters: 8804, time: 0.289, data: 0.019) G_GAN: 4.078 G_L1: 4.490 D_real: 0.216 D_fake: 0.250 +(epoch: 82, iters: 8904, time: 0.287, data: 0.018) G_GAN: 5.822 G_L1: 5.766 D_real: 0.124 D_fake: 0.087 +(epoch: 82, iters: 9004, time: 0.284, data: 0.018) G_GAN: 5.474 G_L1: 6.098 D_real: 0.011 D_fake: 0.054 +(epoch: 82, iters: 9104, time: 0.405, data: 0.016) G_GAN: 7.556 G_L1: 3.663 D_real: 0.073 D_fake: 0.019 +(epoch: 82, iters: 9204, time: 0.298, data: 0.019) G_GAN: 3.780 G_L1: 2.454 D_real: 0.401 D_fake: 0.024 +(epoch: 82, iters: 9304, time: 0.285, data: 0.018) G_GAN: 4.091 G_L1: 3.698 D_real: 0.278 D_fake: 0.041 +(epoch: 82, iters: 9404, time: 0.302, data: 0.019) G_GAN: 4.453 G_L1: 3.676 D_real: 0.230 D_fake: 0.036 +(epoch: 82, iters: 9504, time: 0.421, data: 0.021) G_GAN: 6.004 G_L1: 5.376 D_real: 0.037 D_fake: 0.068 +(epoch: 82, iters: 9604, time: 0.293, data: 0.018) G_GAN: 3.362 G_L1: 3.111 D_real: 0.100 D_fake: 0.192 +(epoch: 82, iters: 9704, time: 0.302, data: 0.021) G_GAN: 4.794 G_L1: 4.867 D_real: 0.820 D_fake: 0.009 +(epoch: 82, iters: 9804, time: 0.304, data: 0.019) G_GAN: 3.559 G_L1: 2.567 D_real: 0.688 D_fake: 0.034 +(epoch: 82, iters: 9904, time: 0.417, data: 0.018) G_GAN: 3.818 G_L1: 3.866 D_real: 0.023 D_fake: 0.237 +(epoch: 82, iters: 10004, time: 0.297, data: 0.019) G_GAN: 5.216 G_L1: 2.640 D_real: 0.045 D_fake: 0.018 +(epoch: 82, iters: 10104, time: 0.303, data: 0.018) G_GAN: 5.510 G_L1: 4.921 D_real: 0.057 D_fake: 0.076 +(epoch: 82, iters: 10204, time: 0.298, data: 0.019) G_GAN: 4.634 G_L1: 4.608 D_real: 0.091 D_fake: 0.036 +(epoch: 82, iters: 10304, time: 0.423, data: 0.022) G_GAN: 6.518 G_L1: 2.473 D_real: 0.051 D_fake: 0.038 +(epoch: 82, iters: 10404, time: 0.303, data: 0.018) G_GAN: 4.927 G_L1: 3.883 D_real: 0.141 D_fake: 0.176 +(epoch: 82, iters: 10504, time: 0.298, data: 0.019) G_GAN: 4.179 G_L1: 3.547 D_real: 0.118 D_fake: 0.049 +(epoch: 82, iters: 10604, time: 0.297, data: 0.019) G_GAN: 3.925 G_L1: 4.481 D_real: 0.152 D_fake: 0.094 +(epoch: 82, iters: 10704, time: 0.596, data: 0.018) G_GAN: 4.720 G_L1: 3.213 D_real: 0.009 D_fake: 0.046 +(epoch: 82, iters: 10804, time: 0.304, data: 0.019) G_GAN: 5.189 G_L1: 3.470 D_real: 0.103 D_fake: 0.023 +(epoch: 82, iters: 10904, time: 0.304, data: 0.021) G_GAN: 4.882 G_L1: 2.535 D_real: 0.005 D_fake: 0.022 +(epoch: 82, iters: 11004, time: 0.301, data: 0.021) G_GAN: 5.449 G_L1: 3.814 D_real: 0.561 D_fake: 0.013 +(epoch: 82, iters: 11104, time: 0.417, data: 0.019) G_GAN: 4.965 G_L1: 2.482 D_real: 0.004 D_fake: 0.055 +(epoch: 82, iters: 11204, time: 0.303, data: 0.019) G_GAN: 3.140 G_L1: 3.072 D_real: 0.009 D_fake: 0.176 +(epoch: 82, iters: 11304, time: 0.294, data: 0.019) G_GAN: 4.835 G_L1: 3.898 D_real: 0.030 D_fake: 0.060 +(epoch: 82, iters: 11404, time: 0.298, data: 0.019) G_GAN: 2.726 G_L1: 3.117 D_real: 0.098 D_fake: 0.233 +(epoch: 82, iters: 11504, time: 0.417, data: 0.020) G_GAN: 4.130 G_L1: 3.370 D_real: 0.154 D_fake: 0.126 +(epoch: 82, iters: 11604, time: 0.288, data: 0.021) G_GAN: 4.520 G_L1: 4.413 D_real: 0.387 D_fake: 0.032 +(epoch: 82, iters: 11704, time: 0.302, data: 0.018) G_GAN: 4.708 G_L1: 4.247 D_real: 0.002 D_fake: 0.110 +(epoch: 82, iters: 11804, time: 0.301, data: 0.020) G_GAN: 3.739 G_L1: 3.208 D_real: 0.002 D_fake: 0.237 +(epoch: 82, iters: 11904, time: 0.391, data: 0.020) G_GAN: 3.739 G_L1: 3.048 D_real: 0.474 D_fake: 0.105 +(epoch: 82, iters: 12004, time: 0.301, data: 0.018) G_GAN: 4.022 G_L1: 3.820 D_real: 0.022 D_fake: 0.088 +(epoch: 82, iters: 12104, time: 0.298, data: 0.019) G_GAN: 5.825 G_L1: 6.501 D_real: 0.017 D_fake: 0.029 +(epoch: 82, iters: 12204, time: 0.299, data: 0.019) G_GAN: 6.248 G_L1: 6.559 D_real: 0.013 D_fake: 0.026 +(epoch: 82, iters: 12304, time: 0.431, data: 0.019) G_GAN: 3.525 G_L1: 5.354 D_real: 0.245 D_fake: 0.115 +(epoch: 82, iters: 12404, time: 0.294, data: 0.020) G_GAN: 4.167 G_L1: 3.577 D_real: 0.049 D_fake: 0.080 +(epoch: 82, iters: 12504, time: 0.302, data: 0.022) G_GAN: 7.741 G_L1: 5.258 D_real: 0.020 D_fake: 0.010 +(epoch: 82, iters: 12604, time: 0.303, data: 0.021) G_GAN: 3.710 G_L1: 2.981 D_real: 0.234 D_fake: 0.066 +(epoch: 82, iters: 12704, time: 0.652, data: 0.019) G_GAN: 5.093 G_L1: 3.748 D_real: 0.222 D_fake: 0.038 +(epoch: 82, iters: 12804, time: 0.302, data: 0.020) G_GAN: 4.860 G_L1: 3.837 D_real: 0.194 D_fake: 0.019 +(epoch: 82, iters: 12904, time: 0.288, data: 0.020) G_GAN: 4.988 G_L1: 5.745 D_real: 0.026 D_fake: 0.053 +(epoch: 82, iters: 13004, time: 0.309, data: 0.017) G_GAN: 4.230 G_L1: 3.757 D_real: 0.016 D_fake: 0.038 +(epoch: 82, iters: 13104, time: 0.407, data: 0.020) G_GAN: 6.259 G_L1: 3.568 D_real: 0.157 D_fake: 0.010 +(epoch: 82, iters: 13204, time: 0.291, data: 0.018) G_GAN: 3.060 G_L1: 3.641 D_real: 0.122 D_fake: 0.397 +(epoch: 82, iters: 13304, time: 0.297, data: 0.018) G_GAN: 4.898 G_L1: 3.828 D_real: 0.048 D_fake: 0.021 +(epoch: 82, iters: 13404, time: 0.301, data: 0.020) G_GAN: 5.784 G_L1: 3.908 D_real: 0.087 D_fake: 0.011 +(epoch: 82, iters: 13504, time: 0.388, data: 0.020) G_GAN: 4.024 G_L1: 2.594 D_real: 0.057 D_fake: 0.163 +(epoch: 82, iters: 13604, time: 0.303, data: 0.019) G_GAN: 4.815 G_L1: 3.248 D_real: 0.006 D_fake: 0.050 +(epoch: 82, iters: 13704, time: 0.298, data: 0.020) G_GAN: 4.210 G_L1: 5.547 D_real: 0.152 D_fake: 0.053 +(epoch: 82, iters: 13804, time: 0.294, data: 0.018) G_GAN: 4.002 G_L1: 3.437 D_real: 0.011 D_fake: 0.129 +(epoch: 82, iters: 13904, time: 0.416, data: 0.017) G_GAN: 5.112 G_L1: 4.280 D_real: 0.004 D_fake: 0.167 +(epoch: 82, iters: 14004, time: 0.292, data: 0.019) G_GAN: 5.334 G_L1: 5.785 D_real: 0.001 D_fake: 0.022 +(epoch: 82, iters: 14104, time: 0.303, data: 0.018) G_GAN: 6.092 G_L1: 5.055 D_real: 0.002 D_fake: 0.171 +(epoch: 82, iters: 14204, time: 0.291, data: 0.020) G_GAN: 4.513 G_L1: 3.454 D_real: 0.008 D_fake: 0.065 +(epoch: 82, iters: 14304, time: 0.371, data: 0.018) G_GAN: 5.048 G_L1: 3.042 D_real: 0.017 D_fake: 0.025 +(epoch: 82, iters: 14404, time: 0.297, data: 0.018) G_GAN: 4.709 G_L1: 3.168 D_real: 0.082 D_fake: 0.029 +(epoch: 82, iters: 14504, time: 0.298, data: 0.020) G_GAN: 3.771 G_L1: 3.549 D_real: 0.003 D_fake: 0.105 +(epoch: 82, iters: 14604, time: 0.304, data: 0.020) G_GAN: 4.423 G_L1: 4.191 D_real: 0.034 D_fake: 0.115 +(epoch: 82, iters: 14704, time: 0.650, data: 0.019) G_GAN: 4.063 G_L1: 3.798 D_real: 0.063 D_fake: 0.104 +(epoch: 82, iters: 14804, time: 0.295, data: 0.020) G_GAN: 4.185 G_L1: 3.209 D_real: 0.071 D_fake: 0.160 +(epoch: 82, iters: 14904, time: 0.301, data: 0.019) G_GAN: 4.944 G_L1: 3.600 D_real: 0.041 D_fake: 0.066 +(epoch: 82, iters: 15004, time: 0.302, data: 0.019) G_GAN: 6.276 G_L1: 6.180 D_real: 0.241 D_fake: 0.029 +(epoch: 82, iters: 15104, time: 0.417, data: 0.019) G_GAN: 5.553 G_L1: 3.489 D_real: 0.036 D_fake: 0.027 +(epoch: 82, iters: 15204, time: 0.300, data: 0.019) G_GAN: 6.929 G_L1: 2.306 D_real: 0.015 D_fake: 0.032 +(epoch: 82, iters: 15304, time: 0.292, data: 0.019) G_GAN: 4.420 G_L1: 3.617 D_real: 0.175 D_fake: 0.054 +(epoch: 82, iters: 15404, time: 0.299, data: 0.018) G_GAN: 4.077 G_L1: 2.955 D_real: 0.009 D_fake: 0.887 +(epoch: 82, iters: 15504, time: 0.395, data: 0.018) G_GAN: 4.538 G_L1: 3.997 D_real: 0.025 D_fake: 0.047 +(epoch: 82, iters: 15604, time: 0.293, data: 0.019) G_GAN: 5.993 G_L1: 4.351 D_real: 0.277 D_fake: 0.019 +(epoch: 82, iters: 15704, time: 0.295, data: 0.018) G_GAN: 3.902 G_L1: 2.944 D_real: 0.021 D_fake: 0.081 +(epoch: 82, iters: 15804, time: 0.295, data: 0.019) G_GAN: 3.277 G_L1: 4.825 D_real: 0.149 D_fake: 0.205 +(epoch: 82, iters: 15904, time: 0.412, data: 0.017) G_GAN: 7.019 G_L1: 6.031 D_real: 0.136 D_fake: 0.875 +(epoch: 82, iters: 16004, time: 0.299, data: 0.019) G_GAN: 5.709 G_L1: 4.977 D_real: 0.099 D_fake: 0.041 +(epoch: 82, iters: 16104, time: 0.295, data: 0.022) G_GAN: 4.093 G_L1: 3.789 D_real: 0.094 D_fake: 0.109 +(epoch: 82, iters: 16204, time: 0.286, data: 0.019) G_GAN: 4.463 G_L1: 5.624 D_real: 0.005 D_fake: 0.065 +(epoch: 82, iters: 16304, time: 0.385, data: 0.017) G_GAN: 5.048 G_L1: 4.643 D_real: 0.002 D_fake: 0.037 +(epoch: 82, iters: 16404, time: 0.303, data: 0.020) G_GAN: 2.100 G_L1: 4.704 D_real: 1.102 D_fake: 0.055 +(epoch: 82, iters: 16504, time: 0.302, data: 0.021) G_GAN: 5.988 G_L1: 4.508 D_real: 0.000 D_fake: 0.050 +(epoch: 82, iters: 16604, time: 0.296, data: 0.020) G_GAN: 3.061 G_L1: 3.453 D_real: 0.214 D_fake: 0.129 +(epoch: 82, iters: 16704, time: 0.563, data: 0.017) G_GAN: 4.468 G_L1: 2.917 D_real: 0.146 D_fake: 0.079 +(epoch: 82, iters: 16804, time: 0.301, data: 0.017) G_GAN: 3.586 G_L1: 2.578 D_real: 0.074 D_fake: 0.192 +(epoch: 82, iters: 16904, time: 0.286, data: 0.019) G_GAN: 4.019 G_L1: 3.949 D_real: 0.041 D_fake: 0.046 +(epoch: 82, iters: 17004, time: 0.298, data: 0.018) G_GAN: 7.160 G_L1: 5.470 D_real: 0.234 D_fake: 0.006 +(epoch: 82, iters: 17104, time: 0.388, data: 0.019) G_GAN: 5.822 G_L1: 5.576 D_real: 0.040 D_fake: 0.028 +(epoch: 82, iters: 17204, time: 0.300, data: 0.019) G_GAN: 4.774 G_L1: 3.408 D_real: 0.023 D_fake: 0.042 +(epoch: 82, iters: 17304, time: 0.299, data: 0.020) G_GAN: 3.680 G_L1: 4.362 D_real: 0.330 D_fake: 0.107 +(epoch: 82, iters: 17404, time: 0.298, data: 0.021) G_GAN: 4.036 G_L1: 3.682 D_real: 0.018 D_fake: 0.159 +(epoch: 82, iters: 17504, time: 0.424, data: 0.019) G_GAN: 2.927 G_L1: 3.723 D_real: 0.448 D_fake: 0.128 +(epoch: 82, iters: 17604, time: 0.290, data: 0.020) G_GAN: 4.419 G_L1: 6.346 D_real: 0.102 D_fake: 0.072 +(epoch: 82, iters: 17704, time: 0.305, data: 0.020) G_GAN: 5.429 G_L1: 5.391 D_real: 0.029 D_fake: 0.028 +(epoch: 82, iters: 17804, time: 0.303, data: 0.020) G_GAN: 6.365 G_L1: 7.227 D_real: 0.006 D_fake: 0.034 +(epoch: 82, iters: 17904, time: 0.401, data: 0.020) G_GAN: 5.257 G_L1: 4.128 D_real: 0.006 D_fake: 0.046 +(epoch: 82, iters: 18004, time: 0.295, data: 0.020) G_GAN: 4.676 G_L1: 5.307 D_real: 0.007 D_fake: 0.083 +(epoch: 82, iters: 18104, time: 0.304, data: 0.021) G_GAN: 5.413 G_L1: 4.642 D_real: 0.028 D_fake: 0.203 +(epoch: 82, iters: 18204, time: 0.294, data: 0.023) G_GAN: 3.965 G_L1: 3.753 D_real: 0.026 D_fake: 0.105 +(epoch: 82, iters: 18304, time: 0.419, data: 0.018) G_GAN: 4.671 G_L1: 3.750 D_real: 0.001 D_fake: 0.097 +(epoch: 82, iters: 18404, time: 0.294, data: 0.018) G_GAN: 4.415 G_L1: 3.483 D_real: 0.062 D_fake: 0.039 +(epoch: 82, iters: 18504, time: 0.288, data: 0.018) G_GAN: 5.108 G_L1: 3.169 D_real: 0.172 D_fake: 0.039 +(epoch: 82, iters: 18604, time: 0.299, data: 0.017) G_GAN: 3.510 G_L1: 3.835 D_real: 0.098 D_fake: 0.073 +(epoch: 82, iters: 18704, time: 0.552, data: 0.022) G_GAN: 4.286 G_L1: 3.204 D_real: 0.088 D_fake: 0.155 +(epoch: 82, iters: 18804, time: 0.302, data: 0.019) G_GAN: 3.596 G_L1: 3.626 D_real: 0.167 D_fake: 0.315 +(epoch: 82, iters: 18904, time: 0.299, data: 0.021) G_GAN: 3.599 G_L1: 3.454 D_real: 0.290 D_fake: 0.287 +(epoch: 82, iters: 19004, time: 0.300, data: 0.020) G_GAN: 5.871 G_L1: 5.898 D_real: 0.406 D_fake: 0.026 +(epoch: 82, iters: 19104, time: 0.416, data: 0.020) G_GAN: 4.963 G_L1: 4.740 D_real: 0.046 D_fake: 0.112 +(epoch: 82, iters: 19204, time: 0.298, data: 0.019) G_GAN: 4.920 G_L1: 4.089 D_real: 0.353 D_fake: 0.013 +(epoch: 82, iters: 19304, time: 0.307, data: 0.035) G_GAN: 5.421 G_L1: 3.908 D_real: 0.015 D_fake: 0.170 +(epoch: 82, iters: 19404, time: 0.294, data: 0.022) G_GAN: 5.015 G_L1: 6.264 D_real: 0.004 D_fake: 0.089 +(epoch: 82, iters: 19504, time: 0.419, data: 0.019) G_GAN: 4.737 G_L1: 4.340 D_real: 0.142 D_fake: 0.076 +(epoch: 82, iters: 19604, time: 0.296, data: 0.020) G_GAN: 4.730 G_L1: 4.579 D_real: 0.003 D_fake: 0.042 +(epoch: 82, iters: 19704, time: 0.299, data: 0.019) G_GAN: 5.916 G_L1: 4.802 D_real: 0.003 D_fake: 0.012 +(epoch: 82, iters: 19804, time: 0.305, data: 0.020) G_GAN: 3.802 G_L1: 5.566 D_real: 0.484 D_fake: 0.073 +(epoch: 82, iters: 19904, time: 0.421, data: 0.019) G_GAN: 4.291 G_L1: 4.351 D_real: 0.350 D_fake: 0.055 +(epoch: 82, iters: 20004, time: 0.307, data: 0.019) G_GAN: 6.326 G_L1: 2.750 D_real: 0.014 D_fake: 0.008 +(epoch: 82, iters: 20104, time: 0.295, data: 0.021) G_GAN: 5.531 G_L1: 7.662 D_real: 0.008 D_fake: 0.042 +(epoch: 82, iters: 20204, time: 0.305, data: 0.018) G_GAN: 5.766 G_L1: 3.926 D_real: 0.043 D_fake: 0.030 +(epoch: 82, iters: 20304, time: 0.404, data: 0.020) G_GAN: 4.876 G_L1: 3.588 D_real: 0.281 D_fake: 0.016 +(epoch: 82, iters: 20404, time: 0.298, data: 0.020) G_GAN: 2.960 G_L1: 3.624 D_real: 0.165 D_fake: 0.083 +(epoch: 82, iters: 20504, time: 0.278, data: 0.018) G_GAN: 4.889 G_L1: 3.560 D_real: 0.347 D_fake: 0.019 +(epoch: 82, iters: 20604, time: 0.302, data: 0.019) G_GAN: 5.751 G_L1: 3.277 D_real: 0.122 D_fake: 0.020 +(epoch: 82, iters: 20704, time: 0.615, data: 0.020) G_GAN: 4.412 G_L1: 5.398 D_real: 0.043 D_fake: 0.077 +(epoch: 82, iters: 20804, time: 0.307, data: 0.018) G_GAN: 7.039 G_L1: 7.444 D_real: 0.163 D_fake: 0.012 +(epoch: 82, iters: 20904, time: 0.291, data: 0.022) G_GAN: 6.682 G_L1: 3.889 D_real: 0.019 D_fake: 0.014 +(epoch: 82, iters: 21004, time: 0.298, data: 0.018) G_GAN: 6.137 G_L1: 6.181 D_real: 0.124 D_fake: 0.016 +(epoch: 82, iters: 21104, time: 0.415, data: 0.021) G_GAN: 6.322 G_L1: 5.388 D_real: 0.002 D_fake: 0.220 +(epoch: 82, iters: 21204, time: 0.292, data: 0.021) G_GAN: 8.021 G_L1: 3.789 D_real: 0.036 D_fake: 0.014 +(epoch: 82, iters: 21304, time: 0.287, data: 0.018) G_GAN: 5.364 G_L1: 3.042 D_real: 0.005 D_fake: 0.020 +(epoch: 82, iters: 21404, time: 0.289, data: 0.018) G_GAN: 6.596 G_L1: 4.293 D_real: 0.013 D_fake: 0.011 +(epoch: 82, iters: 21504, time: 0.406, data: 0.018) G_GAN: 7.709 G_L1: 3.085 D_real: 0.119 D_fake: 0.005 +(epoch: 82, iters: 21604, time: 0.292, data: 0.019) G_GAN: 6.617 G_L1: 5.347 D_real: 0.001 D_fake: 0.040 +(epoch: 82, iters: 21704, time: 0.301, data: 0.018) G_GAN: 7.498 G_L1: 6.417 D_real: 0.026 D_fake: 0.016 +(epoch: 82, iters: 21804, time: 0.300, data: 0.019) G_GAN: 4.822 G_L1: 3.600 D_real: 0.133 D_fake: 0.034 +(epoch: 82, iters: 21904, time: 0.422, data: 0.019) G_GAN: 3.279 G_L1: 4.262 D_real: 0.798 D_fake: 0.109 +(epoch: 82, iters: 22004, time: 0.305, data: 0.023) G_GAN: 5.140 G_L1: 3.090 D_real: 0.039 D_fake: 0.292 +(epoch: 82, iters: 22104, time: 0.288, data: 0.020) G_GAN: 3.832 G_L1: 3.437 D_real: 0.178 D_fake: 0.079 +(epoch: 82, iters: 22204, time: 0.295, data: 0.018) G_GAN: 4.160 G_L1: 3.861 D_real: 0.004 D_fake: 0.088 +(epoch: 82, iters: 22304, time: 0.419, data: 0.020) G_GAN: 4.113 G_L1: 3.956 D_real: 0.217 D_fake: 0.043 +(epoch: 82, iters: 22404, time: 0.284, data: 0.019) G_GAN: 3.692 G_L1: 4.379 D_real: 0.141 D_fake: 0.127 +(epoch: 82, iters: 22504, time: 0.281, data: 0.018) G_GAN: 4.724 G_L1: 4.467 D_real: 0.383 D_fake: 0.106 +(epoch: 82, iters: 22604, time: 0.305, data: 0.018) G_GAN: 3.724 G_L1: 3.113 D_real: 0.015 D_fake: 0.213 +(epoch: 82, iters: 22704, time: 0.628, data: 0.019) G_GAN: 4.092 G_L1: 3.667 D_real: 0.064 D_fake: 0.048 +(epoch: 82, iters: 22804, time: 0.298, data: 0.018) G_GAN: 4.316 G_L1: 3.259 D_real: 0.001 D_fake: 0.118 +(epoch: 82, iters: 22904, time: 0.301, data: 0.019) G_GAN: 5.796 G_L1: 4.536 D_real: 0.044 D_fake: 0.031 +(epoch: 82, iters: 23004, time: 0.301, data: 0.019) G_GAN: 4.967 G_L1: 3.783 D_real: 0.000 D_fake: 0.055 +(epoch: 82, iters: 23104, time: 0.413, data: 0.019) G_GAN: 5.110 G_L1: 7.248 D_real: 0.088 D_fake: 0.122 +(epoch: 82, iters: 23204, time: 0.301, data: 0.020) G_GAN: 5.318 G_L1: 3.883 D_real: 0.303 D_fake: 0.028 +(epoch: 82, iters: 23304, time: 0.290, data: 0.020) G_GAN: 3.520 G_L1: 3.265 D_real: 0.294 D_fake: 0.049 +(epoch: 82, iters: 23404, time: 0.305, data: 0.018) G_GAN: 3.581 G_L1: 3.834 D_real: 0.072 D_fake: 0.098 +(epoch: 82, iters: 23504, time: 0.389, data: 0.018) G_GAN: 3.594 G_L1: 3.353 D_real: 0.117 D_fake: 0.170 +(epoch: 82, iters: 23604, time: 0.308, data: 0.023) G_GAN: 5.091 G_L1: 5.730 D_real: 0.199 D_fake: 0.039 +(epoch: 82, iters: 23704, time: 0.305, data: 0.019) G_GAN: 6.272 G_L1: 4.165 D_real: 0.004 D_fake: 0.018 +(epoch: 82, iters: 23804, time: 0.303, data: 0.020) G_GAN: 4.974 G_L1: 3.858 D_real: 0.104 D_fake: 0.030 +(epoch: 82, iters: 23904, time: 0.408, data: 0.019) G_GAN: 4.793 G_L1: 4.119 D_real: 0.044 D_fake: 0.048 +(epoch: 82, iters: 24004, time: 0.302, data: 0.021) G_GAN: 6.522 G_L1: 5.891 D_real: 0.061 D_fake: 0.138 +(epoch: 82, iters: 24104, time: 0.307, data: 0.019) G_GAN: 4.795 G_L1: 3.460 D_real: 0.291 D_fake: 0.018 +(epoch: 82, iters: 24204, time: 0.302, data: 0.020) G_GAN: 7.124 G_L1: 4.319 D_real: 0.017 D_fake: 0.007 +(epoch: 82, iters: 24304, time: 0.407, data: 0.020) G_GAN: 4.603 G_L1: 3.758 D_real: 0.003 D_fake: 0.049 +(epoch: 82, iters: 24404, time: 0.305, data: 0.019) G_GAN: 3.201 G_L1: 3.068 D_real: 0.132 D_fake: 0.118 +(epoch: 82, iters: 24504, time: 0.305, data: 0.020) G_GAN: 4.525 G_L1: 4.252 D_real: 0.104 D_fake: 0.057 +(epoch: 82, iters: 24604, time: 0.307, data: 0.021) G_GAN: 6.620 G_L1: 3.933 D_real: 0.013 D_fake: 0.008 +(epoch: 82, iters: 24704, time: 0.619, data: 0.019) G_GAN: 4.068 G_L1: 3.752 D_real: 0.412 D_fake: 0.028 +(epoch: 82, iters: 24804, time: 0.295, data: 0.020) G_GAN: 3.861 G_L1: 2.662 D_real: 0.120 D_fake: 0.049 +(epoch: 82, iters: 24904, time: 0.296, data: 0.019) G_GAN: 3.908 G_L1: 3.159 D_real: 0.006 D_fake: 0.066 +(epoch: 82, iters: 25004, time: 0.292, data: 0.019) G_GAN: 5.974 G_L1: 4.084 D_real: 0.007 D_fake: 0.019 +(epoch: 82, iters: 25104, time: 0.397, data: 0.022) G_GAN: 5.730 G_L1: 3.456 D_real: 0.526 D_fake: 0.102 +(epoch: 82, iters: 25204, time: 0.297, data: 0.018) G_GAN: 6.757 G_L1: 4.248 D_real: 0.000 D_fake: 0.007 +(epoch: 82, iters: 25304, time: 0.298, data: 0.019) G_GAN: 4.272 G_L1: 3.270 D_real: 0.089 D_fake: 0.054 +(epoch: 82, iters: 25404, time: 0.306, data: 0.021) G_GAN: 4.490 G_L1: 3.946 D_real: 0.214 D_fake: 0.027 +(epoch: 82, iters: 25504, time: 0.420, data: 0.020) G_GAN: 5.140 G_L1: 3.429 D_real: 0.033 D_fake: 0.230 +(epoch: 82, iters: 25604, time: 0.302, data: 0.019) G_GAN: 4.567 G_L1: 5.849 D_real: 0.000 D_fake: 0.032 +(epoch: 82, iters: 25704, time: 0.303, data: 0.020) G_GAN: 4.539 G_L1: 3.029 D_real: 0.057 D_fake: 0.048 +(epoch: 82, iters: 25804, time: 0.300, data: 0.022) G_GAN: 8.362 G_L1: 4.229 D_real: 0.009 D_fake: 0.006 +(epoch: 82, iters: 25904, time: 0.432, data: 0.019) G_GAN: 9.092 G_L1: 7.686 D_real: 0.000 D_fake: 0.005 +(epoch: 82, iters: 26004, time: 0.304, data: 0.018) G_GAN: 3.711 G_L1: 2.388 D_real: 0.001 D_fake: 0.317 +(epoch: 82, iters: 26104, time: 0.295, data: 0.020) G_GAN: 4.149 G_L1: 3.105 D_real: 0.004 D_fake: 0.079 +(epoch: 82, iters: 26204, time: 0.308, data: 0.019) G_GAN: 6.615 G_L1: 4.953 D_real: 0.024 D_fake: 0.011 +(epoch: 82, iters: 26304, time: 0.422, data: 0.020) G_GAN: 5.964 G_L1: 4.491 D_real: 0.003 D_fake: 0.012 +(epoch: 82, iters: 26404, time: 0.301, data: 0.019) G_GAN: 5.607 G_L1: 4.361 D_real: 0.074 D_fake: 0.018 +(epoch: 82, iters: 26504, time: 0.295, data: 0.020) G_GAN: 5.200 G_L1: 3.832 D_real: 0.003 D_fake: 0.157 +(epoch: 82, iters: 26604, time: 0.293, data: 0.020) G_GAN: 4.754 G_L1: 4.894 D_real: 0.045 D_fake: 0.051 +(epoch: 82, iters: 26704, time: 0.630, data: 0.020) G_GAN: 4.218 G_L1: 3.700 D_real: 0.113 D_fake: 0.121 +(epoch: 82, iters: 26804, time: 0.298, data: 0.019) G_GAN: 6.491 G_L1: 5.662 D_real: 0.005 D_fake: 0.032 +(epoch: 82, iters: 26904, time: 0.293, data: 0.020) G_GAN: 4.911 G_L1: 2.700 D_real: 0.083 D_fake: 0.057 +(epoch: 82, iters: 27004, time: 0.300, data: 0.020) G_GAN: 4.084 G_L1: 3.160 D_real: 0.009 D_fake: 0.051 +(epoch: 82, iters: 27104, time: 0.411, data: 0.020) G_GAN: 6.364 G_L1: 2.900 D_real: 0.048 D_fake: 0.007 +(epoch: 82, iters: 27204, time: 0.298, data: 0.019) G_GAN: 5.640 G_L1: 4.154 D_real: 0.008 D_fake: 0.175 +(epoch: 82, iters: 27304, time: 0.293, data: 0.021) G_GAN: 5.092 G_L1: 4.756 D_real: 0.019 D_fake: 0.038 +(epoch: 82, iters: 27404, time: 0.303, data: 0.018) G_GAN: 4.922 G_L1: 5.672 D_real: 0.187 D_fake: 0.069 +(epoch: 82, iters: 27504, time: 0.430, data: 0.020) G_GAN: 5.458 G_L1: 4.916 D_real: 0.013 D_fake: 0.026 +(epoch: 82, iters: 27604, time: 0.305, data: 0.021) G_GAN: 6.154 G_L1: 4.013 D_real: 0.141 D_fake: 0.011 +(epoch: 82, iters: 27704, time: 0.301, data: 0.020) G_GAN: 7.146 G_L1: 5.847 D_real: 0.522 D_fake: 0.028 +(epoch: 82, iters: 27804, time: 0.298, data: 0.021) G_GAN: 6.477 G_L1: 8.785 D_real: 0.005 D_fake: 0.051 +(epoch: 82, iters: 27904, time: 0.418, data: 0.022) G_GAN: 6.887 G_L1: 3.765 D_real: 0.028 D_fake: 0.019 +(epoch: 82, iters: 28004, time: 0.302, data: 0.019) G_GAN: 6.624 G_L1: 4.639 D_real: 0.048 D_fake: 0.034 +(epoch: 82, iters: 28104, time: 0.302, data: 0.018) G_GAN: 4.850 G_L1: 4.494 D_real: 0.031 D_fake: 0.018 +(epoch: 82, iters: 28204, time: 0.294, data: 0.020) G_GAN: 6.465 G_L1: 5.408 D_real: 0.001 D_fake: 0.039 +(epoch: 82, iters: 28304, time: 0.427, data: 0.019) G_GAN: 6.474 G_L1: 5.126 D_real: 0.007 D_fake: 0.016 +(epoch: 82, iters: 28404, time: 0.301, data: 0.019) G_GAN: 5.147 G_L1: 4.453 D_real: 0.007 D_fake: 0.029 +(epoch: 82, iters: 28504, time: 0.305, data: 0.019) G_GAN: 8.827 G_L1: 4.825 D_real: 0.005 D_fake: 0.842 +(epoch: 82, iters: 28604, time: 0.300, data: 0.019) G_GAN: 7.866 G_L1: 4.613 D_real: 0.001 D_fake: 0.006 +(epoch: 82, iters: 28704, time: 0.628, data: 0.019) G_GAN: 9.123 G_L1: 6.258 D_real: 0.014 D_fake: 0.008 +(epoch: 82, iters: 28804, time: 0.306, data: 0.019) G_GAN: 5.074 G_L1: 4.074 D_real: 0.002 D_fake: 0.035 +(epoch: 82, iters: 28904, time: 0.302, data: 0.019) G_GAN: 6.931 G_L1: 5.707 D_real: 0.004 D_fake: 0.010 +(epoch: 82, iters: 29004, time: 0.291, data: 0.019) G_GAN: 6.658 G_L1: 5.308 D_real: 0.000 D_fake: 0.016 +(epoch: 82, iters: 29104, time: 0.418, data: 0.020) G_GAN: 5.748 G_L1: 3.958 D_real: 0.001 D_fake: 0.089 +(epoch: 82, iters: 29204, time: 0.298, data: 0.020) G_GAN: 5.366 G_L1: 5.523 D_real: 0.000 D_fake: 0.031 +(epoch: 82, iters: 29304, time: 0.299, data: 0.019) G_GAN: 7.056 G_L1: 9.767 D_real: 0.000 D_fake: 0.007 +(epoch: 82, iters: 29404, time: 0.302, data: 0.020) G_GAN: 4.208 G_L1: 4.713 D_real: 0.000 D_fake: 0.088 +(epoch: 82, iters: 29504, time: 0.421, data: 0.020) G_GAN: 6.456 G_L1: 8.678 D_real: 0.001 D_fake: 0.016 +(epoch: 82, iters: 29604, time: 0.289, data: 0.019) G_GAN: 4.913 G_L1: 5.354 D_real: 0.000 D_fake: 0.030 +(epoch: 82, iters: 29704, time: 0.295, data: 0.020) G_GAN: 5.485 G_L1: 6.869 D_real: 0.000 D_fake: 0.044 +(epoch: 82, iters: 29804, time: 0.286, data: 0.016) G_GAN: 4.417 G_L1: 4.635 D_real: 0.000 D_fake: 0.231 +(epoch: 82, iters: 29904, time: 0.390, data: 0.018) G_GAN: 5.137 G_L1: 5.986 D_real: 0.000 D_fake: 0.018 +(epoch: 82, iters: 30004, time: 0.294, data: 0.020) G_GAN: 6.923 G_L1: 6.065 D_real: 0.000 D_fake: 0.152 +(epoch: 82, iters: 30104, time: 0.301, data: 0.019) G_GAN: 4.278 G_L1: 4.236 D_real: 0.000 D_fake: 0.102 +(epoch: 82, iters: 30204, time: 0.294, data: 0.018) G_GAN: 4.605 G_L1: 6.759 D_real: 0.001 D_fake: 0.053 +(epoch: 82, iters: 30304, time: 0.413, data: 0.021) G_GAN: 4.431 G_L1: 4.711 D_real: 0.000 D_fake: 0.061 +(epoch: 82, iters: 30404, time: 0.302, data: 0.019) G_GAN: 6.318 G_L1: 4.544 D_real: 0.000 D_fake: 0.056 +(epoch: 82, iters: 30504, time: 0.294, data: 0.020) G_GAN: 4.727 G_L1: 4.709 D_real: 0.000 D_fake: 0.132 +(epoch: 82, iters: 30604, time: 0.303, data: 0.018) G_GAN: 6.005 G_L1: 6.952 D_real: 0.000 D_fake: 0.034 +(epoch: 82, iters: 30704, time: 0.600, data: 0.019) G_GAN: 4.818 G_L1: 5.715 D_real: 0.000 D_fake: 0.120 +(epoch: 82, iters: 30804, time: 0.295, data: 0.018) G_GAN: 3.709 G_L1: 4.638 D_real: 0.000 D_fake: 0.495 +(epoch: 82, iters: 30904, time: 0.298, data: 0.018) G_GAN: 3.864 G_L1: 3.953 D_real: 0.000 D_fake: 0.072 +(epoch: 82, iters: 31004, time: 0.293, data: 0.019) G_GAN: 5.449 G_L1: 5.174 D_real: 0.000 D_fake: 0.068 +(epoch: 82, iters: 31104, time: 0.413, data: 0.018) G_GAN: 3.861 G_L1: 4.247 D_real: 0.000 D_fake: 0.224 +(epoch: 82, iters: 31204, time: 0.302, data: 0.018) G_GAN: 3.667 G_L1: 4.940 D_real: 0.001 D_fake: 0.125 +(epoch: 82, iters: 31304, time: 0.301, data: 0.019) G_GAN: 3.163 G_L1: 4.148 D_real: 0.000 D_fake: 0.472 +(epoch: 82, iters: 31404, time: 0.302, data: 0.019) G_GAN: 5.157 G_L1: 10.507 D_real: 0.000 D_fake: 0.119 +(epoch: 82, iters: 31504, time: 0.396, data: 0.019) G_GAN: 5.741 G_L1: 5.802 D_real: 0.000 D_fake: 0.160 +(epoch: 82, iters: 31604, time: 0.291, data: 0.029) G_GAN: 4.375 G_L1: 4.774 D_real: 0.000 D_fake: 0.041 +(epoch: 82, iters: 31704, time: 0.292, data: 0.018) G_GAN: 3.910 G_L1: 5.345 D_real: 0.000 D_fake: 0.073 +(epoch: 82, iters: 31804, time: 0.299, data: 0.019) G_GAN: 4.214 G_L1: 3.805 D_real: 0.000 D_fake: 0.025 +(epoch: 82, iters: 31904, time: 0.413, data: 0.018) G_GAN: 3.270 G_L1: 6.350 D_real: 0.000 D_fake: 0.283 +(epoch: 82, iters: 32004, time: 0.282, data: 0.020) G_GAN: 5.090 G_L1: 5.178 D_real: 0.000 D_fake: 0.197 +(epoch: 82, iters: 32104, time: 0.300, data: 0.017) G_GAN: 3.176 G_L1: 6.294 D_real: 0.008 D_fake: 0.070 +(epoch: 82, iters: 32204, time: 0.303, data: 0.021) G_GAN: 4.664 G_L1: 4.630 D_real: 0.000 D_fake: 0.101 +(epoch: 82, iters: 32304, time: 0.434, data: 0.022) G_GAN: 4.971 G_L1: 6.115 D_real: 0.000 D_fake: 0.235 +(epoch: 82, iters: 32404, time: 0.304, data: 0.020) G_GAN: 5.357 G_L1: 4.007 D_real: 0.000 D_fake: 0.030 +(epoch: 82, iters: 32504, time: 0.298, data: 0.019) G_GAN: 7.038 G_L1: 11.101 D_real: 0.000 D_fake: 0.045 +(epoch: 82, iters: 32604, time: 0.301, data: 0.020) G_GAN: 5.483 G_L1: 5.341 D_real: 0.000 D_fake: 0.014 +(epoch: 82, iters: 32704, time: 0.569, data: 0.019) G_GAN: 3.817 G_L1: 4.272 D_real: 0.000 D_fake: 0.178 +(epoch: 82, iters: 32804, time: 0.298, data: 0.018) G_GAN: 4.192 G_L1: 4.402 D_real: 0.000 D_fake: 0.061 +(epoch: 82, iters: 32904, time: 0.307, data: 0.019) G_GAN: 3.622 G_L1: 3.930 D_real: 0.000 D_fake: 0.114 +(epoch: 82, iters: 33004, time: 0.286, data: 0.020) G_GAN: 4.164 G_L1: 3.973 D_real: 0.000 D_fake: 0.030 +(epoch: 82, iters: 33104, time: 0.426, data: 0.018) G_GAN: 3.936 G_L1: 5.137 D_real: 0.000 D_fake: 0.027 +(epoch: 82, iters: 33204, time: 0.287, data: 0.019) G_GAN: 4.076 G_L1: 4.731 D_real: 0.000 D_fake: 0.350 +(epoch: 82, iters: 33304, time: 0.301, data: 0.018) G_GAN: 3.238 G_L1: 4.986 D_real: 0.000 D_fake: 0.292 +(epoch: 82, iters: 33404, time: 0.296, data: 0.020) G_GAN: 4.415 G_L1: 3.619 D_real: 0.001 D_fake: 0.064 +(epoch: 82, iters: 33504, time: 0.403, data: 0.020) G_GAN: 4.963 G_L1: 4.502 D_real: 0.000 D_fake: 0.044 +(epoch: 82, iters: 33604, time: 0.301, data: 0.022) G_GAN: 2.642 G_L1: 4.953 D_real: 0.000 D_fake: 0.362 +(epoch: 82, iters: 33704, time: 0.299, data: 0.020) G_GAN: 4.163 G_L1: 5.866 D_real: 0.000 D_fake: 0.051 +(epoch: 82, iters: 33804, time: 0.301, data: 0.019) G_GAN: 3.437 G_L1: 6.716 D_real: 0.000 D_fake: 0.312 +(epoch: 82, iters: 33904, time: 0.391, data: 0.020) G_GAN: 3.646 G_L1: 4.975 D_real: 0.001 D_fake: 0.113 +(epoch: 82, iters: 34004, time: 0.303, data: 0.018) G_GAN: 3.414 G_L1: 3.861 D_real: 0.000 D_fake: 0.578 +(epoch: 82, iters: 34104, time: 0.297, data: 0.019) G_GAN: 3.401 G_L1: 5.103 D_real: 0.000 D_fake: 0.172 +(epoch: 82, iters: 34204, time: 0.289, data: 0.020) G_GAN: 4.460 G_L1: 7.857 D_real: 0.000 D_fake: 0.105 +(epoch: 82, iters: 34304, time: 0.417, data: 0.018) G_GAN: 4.145 G_L1: 5.354 D_real: 0.000 D_fake: 0.152 +(epoch: 82, iters: 34404, time: 0.303, data: 0.021) G_GAN: 4.576 G_L1: 4.543 D_real: 0.000 D_fake: 0.081 +(epoch: 82, iters: 34504, time: 0.303, data: 0.019) G_GAN: 3.675 G_L1: 4.644 D_real: 0.000 D_fake: 0.062 +(epoch: 82, iters: 34604, time: 0.299, data: 0.019) G_GAN: 2.435 G_L1: 4.389 D_real: 0.003 D_fake: 0.139 +(epoch: 82, iters: 34704, time: 0.569, data: 0.020) G_GAN: 3.346 G_L1: 4.367 D_real: 0.000 D_fake: 0.095 +(epoch: 82, iters: 34804, time: 0.295, data: 0.018) G_GAN: 4.077 G_L1: 8.893 D_real: 0.000 D_fake: 0.031 +(epoch: 82, iters: 34904, time: 0.301, data: 0.018) G_GAN: 3.813 G_L1: 4.557 D_real: 0.000 D_fake: 0.043 +(epoch: 82, iters: 35004, time: 0.296, data: 0.020) G_GAN: 2.920 G_L1: 3.753 D_real: 0.000 D_fake: 0.104 +(epoch: 82, iters: 35104, time: 0.417, data: 0.017) G_GAN: 3.464 G_L1: 4.706 D_real: 0.000 D_fake: 0.083 +(epoch: 82, iters: 35204, time: 0.293, data: 0.019) G_GAN: 3.786 G_L1: 4.761 D_real: 0.000 D_fake: 0.224 +(epoch: 82, iters: 35304, time: 0.299, data: 0.021) G_GAN: 2.820 G_L1: 3.831 D_real: 0.000 D_fake: 0.809 +(epoch: 82, iters: 35404, time: 0.301, data: 0.019) G_GAN: 3.307 G_L1: 11.982 D_real: 0.000 D_fake: 0.059 +(epoch: 82, iters: 35504, time: 0.396, data: 0.024) G_GAN: 3.256 G_L1: 4.666 D_real: 0.000 D_fake: 0.105 +(epoch: 82, iters: 35604, time: 0.300, data: 0.021) G_GAN: 4.678 G_L1: 6.944 D_real: 0.000 D_fake: 0.101 +(epoch: 82, iters: 35704, time: 0.303, data: 0.019) G_GAN: 4.590 G_L1: 5.451 D_real: 0.000 D_fake: 0.044 +(epoch: 82, iters: 35804, time: 0.300, data: 0.019) G_GAN: 3.948 G_L1: 6.221 D_real: 0.000 D_fake: 0.190 +(epoch: 82, iters: 35904, time: 0.429, data: 0.022) G_GAN: 3.938 G_L1: 9.059 D_real: 0.000 D_fake: 0.213 +(epoch: 82, iters: 36004, time: 0.291, data: 0.020) G_GAN: 4.496 G_L1: 4.242 D_real: 0.000 D_fake: 0.081 +(epoch: 82, iters: 36104, time: 0.286, data: 0.020) G_GAN: 4.708 G_L1: 4.333 D_real: 0.000 D_fake: 0.081 +(epoch: 82, iters: 36204, time: 0.293, data: 0.018) G_GAN: 4.603 G_L1: 4.221 D_real: 0.000 D_fake: 0.106 +(epoch: 82, iters: 36304, time: 0.406, data: 0.019) G_GAN: 2.578 G_L1: 3.845 D_real: 0.010 D_fake: 0.150 +(epoch: 82, iters: 36404, time: 0.300, data: 0.019) G_GAN: 3.033 G_L1: 4.919 D_real: 0.000 D_fake: 0.204 +(epoch: 82, iters: 36504, time: 0.292, data: 0.019) G_GAN: 4.307 G_L1: 5.062 D_real: 0.002 D_fake: 0.076 +(epoch: 82, iters: 36604, time: 0.303, data: 0.018) G_GAN: 3.275 G_L1: 3.467 D_real: 0.001 D_fake: 0.070 +(epoch: 82, iters: 36704, time: 0.629, data: 0.018) G_GAN: 2.861 G_L1: 5.160 D_real: 0.000 D_fake: 0.236 +(epoch: 82, iters: 36804, time: 0.298, data: 0.019) G_GAN: 5.346 G_L1: 7.272 D_real: 0.000 D_fake: 0.167 +(epoch: 82, iters: 36904, time: 0.297, data: 0.020) G_GAN: 3.602 G_L1: 4.433 D_real: 0.002 D_fake: 0.036 +(epoch: 82, iters: 37004, time: 0.295, data: 0.020) G_GAN: 2.773 G_L1: 3.206 D_real: 0.002 D_fake: 0.099 +(epoch: 82, iters: 37104, time: 0.387, data: 0.018) G_GAN: 4.089 G_L1: 2.938 D_real: 0.000 D_fake: 0.279 +(epoch: 82, iters: 37204, time: 0.280, data: 0.017) G_GAN: 2.040 G_L1: 6.731 D_real: 0.000 D_fake: 0.188 +(epoch: 82, iters: 37304, time: 0.300, data: 0.018) G_GAN: 4.436 G_L1: 7.725 D_real: 0.000 D_fake: 0.123 +(epoch: 82, iters: 37404, time: 0.297, data: 0.020) G_GAN: 2.980 G_L1: 4.729 D_real: 0.004 D_fake: 0.053 +(epoch: 82, iters: 37504, time: 0.422, data: 0.018) G_GAN: 4.157 G_L1: 6.782 D_real: 0.000 D_fake: 0.199 +(epoch: 82, iters: 37604, time: 0.287, data: 0.019) G_GAN: 3.161 G_L1: 4.589 D_real: 0.002 D_fake: 0.154 +(epoch: 82, iters: 37704, time: 0.296, data: 0.017) G_GAN: 3.670 G_L1: 4.517 D_real: 0.001 D_fake: 0.212 +(epoch: 82, iters: 37804, time: 0.301, data: 0.018) G_GAN: 4.252 G_L1: 4.977 D_real: 0.000 D_fake: 0.104 +(epoch: 82, iters: 37904, time: 0.410, data: 0.018) G_GAN: 3.338 G_L1: 7.243 D_real: 0.000 D_fake: 0.523 +(epoch: 82, iters: 38004, time: 0.302, data: 0.018) G_GAN: 4.277 G_L1: 10.215 D_real: 0.000 D_fake: 0.249 +(epoch: 82, iters: 38104, time: 0.303, data: 0.020) G_GAN: 3.492 G_L1: 10.222 D_real: 0.000 D_fake: 0.175 +(epoch: 82, iters: 38204, time: 0.301, data: 0.019) G_GAN: 3.766 G_L1: 6.895 D_real: 0.000 D_fake: 0.109 +(epoch: 82, iters: 38304, time: 0.410, data: 0.020) G_GAN: 2.981 G_L1: 3.502 D_real: 0.000 D_fake: 0.236 +(epoch: 82, iters: 38404, time: 0.292, data: 0.019) G_GAN: 3.860 G_L1: 6.800 D_real: 0.000 D_fake: 0.063 +(epoch: 82, iters: 38504, time: 0.294, data: 0.018) G_GAN: 1.888 G_L1: 5.891 D_real: 0.000 D_fake: 0.752 +(epoch: 82, iters: 38604, time: 0.303, data: 0.017) G_GAN: 4.722 G_L1: 8.711 D_real: 0.000 D_fake: 0.041 +(epoch: 82, iters: 38704, time: 0.559, data: 0.019) G_GAN: 2.743 G_L1: 4.317 D_real: 0.000 D_fake: 0.389 +(epoch: 82, iters: 38804, time: 0.302, data: 0.019) G_GAN: 4.233 G_L1: 5.096 D_real: 0.000 D_fake: 0.060 +(epoch: 82, iters: 38904, time: 0.298, data: 0.018) G_GAN: 3.262 G_L1: 10.049 D_real: 0.006 D_fake: 0.568 +(epoch: 82, iters: 39004, time: 0.303, data: 0.019) G_GAN: 4.414 G_L1: 8.172 D_real: 0.000 D_fake: 0.090 +(epoch: 82, iters: 39104, time: 0.420, data: 0.019) G_GAN: 3.183 G_L1: 5.041 D_real: 0.000 D_fake: 0.315 +(epoch: 82, iters: 39204, time: 0.304, data: 0.019) G_GAN: 3.589 G_L1: 5.296 D_real: 0.000 D_fake: 0.229 +(epoch: 82, iters: 39304, time: 0.297, data: 0.019) G_GAN: 3.068 G_L1: 5.124 D_real: 0.000 D_fake: 0.227 +(epoch: 82, iters: 39404, time: 0.297, data: 0.020) G_GAN: 1.499 G_L1: 3.895 D_real: 0.000 D_fake: 0.736 +(epoch: 82, iters: 39504, time: 0.421, data: 0.019) G_GAN: 2.347 G_L1: 3.744 D_real: 0.000 D_fake: 0.482 +(epoch: 82, iters: 39604, time: 0.297, data: 0.019) G_GAN: 1.902 G_L1: 4.648 D_real: 0.000 D_fake: 0.446 +(epoch: 82, iters: 39704, time: 0.297, data: 0.020) G_GAN: 2.484 G_L1: 4.863 D_real: 0.000 D_fake: 0.185 +(epoch: 82, iters: 39804, time: 0.307, data: 0.019) G_GAN: 2.593 G_L1: 4.906 D_real: 0.001 D_fake: 0.252 +(epoch: 82, iters: 39904, time: 0.418, data: 0.019) G_GAN: 3.263 G_L1: 4.702 D_real: 0.000 D_fake: 0.209 +(epoch: 82, iters: 40004, time: 0.302, data: 0.019) G_GAN: 2.363 G_L1: 5.184 D_real: 0.000 D_fake: 0.350 +(epoch: 82, iters: 40104, time: 0.305, data: 0.022) G_GAN: 2.709 G_L1: 5.413 D_real: 0.000 D_fake: 0.450 +(epoch: 82, iters: 40204, time: 0.290, data: 0.019) G_GAN: 3.815 G_L1: 6.725 D_real: 0.000 D_fake: 0.277 +(epoch: 82, iters: 40304, time: 0.411, data: 0.017) G_GAN: 3.115 G_L1: 4.422 D_real: 0.000 D_fake: 0.220 +(epoch: 82, iters: 40404, time: 0.293, data: 0.019) G_GAN: 3.012 G_L1: 4.063 D_real: 0.000 D_fake: 0.139 +(epoch: 82, iters: 40504, time: 0.305, data: 0.019) G_GAN: 2.423 G_L1: 5.451 D_real: 0.000 D_fake: 0.587 +(epoch: 82, iters: 40604, time: 0.284, data: 0.020) G_GAN: 2.422 G_L1: 5.369 D_real: 0.000 D_fake: 0.214 +(epoch: 82, iters: 40704, time: 0.623, data: 0.021) G_GAN: 3.319 G_L1: 6.370 D_real: 0.000 D_fake: 0.257 +(epoch: 82, iters: 40804, time: 0.300, data: 0.019) G_GAN: 3.117 G_L1: 7.548 D_real: 0.004 D_fake: 0.342 +(epoch: 82, iters: 40904, time: 0.297, data: 0.020) G_GAN: 2.642 G_L1: 5.152 D_real: 0.000 D_fake: 0.263 +(epoch: 82, iters: 41004, time: 0.296, data: 0.020) G_GAN: 2.045 G_L1: 4.717 D_real: 0.000 D_fake: 0.362 +(epoch: 82, iters: 41104, time: 0.428, data: 0.020) G_GAN: 3.252 G_L1: 4.171 D_real: 0.001 D_fake: 0.081 +(epoch: 82, iters: 41204, time: 0.291, data: 0.020) G_GAN: 6.219 G_L1: 4.026 D_real: 0.001 D_fake: 0.035 +(epoch: 82, iters: 41304, time: 0.294, data: 0.019) G_GAN: 2.229 G_L1: 3.856 D_real: 0.000 D_fake: 0.340 +(epoch: 82, iters: 41404, time: 0.303, data: 0.019) G_GAN: 2.699 G_L1: 5.895 D_real: 0.001 D_fake: 0.410 +(epoch: 82, iters: 41504, time: 0.421, data: 0.024) G_GAN: 2.594 G_L1: 5.109 D_real: 0.000 D_fake: 0.310 +(epoch: 82, iters: 41604, time: 0.299, data: 0.018) G_GAN: 1.783 G_L1: 5.070 D_real: 0.001 D_fake: 0.322 +(epoch: 82, iters: 41704, time: 0.298, data: 0.020) G_GAN: 2.128 G_L1: 5.808 D_real: 0.001 D_fake: 0.445 +(epoch: 82, iters: 41804, time: 0.302, data: 0.020) G_GAN: 3.260 G_L1: 5.443 D_real: 0.000 D_fake: 0.298 +(epoch: 82, iters: 41904, time: 0.418, data: 0.020) G_GAN: 2.259 G_L1: 5.872 D_real: 0.004 D_fake: 0.373 +(epoch: 82, iters: 42004, time: 0.296, data: 0.019) G_GAN: 4.273 G_L1: 4.796 D_real: 0.000 D_fake: 0.043 +(epoch: 82, iters: 42104, time: 0.309, data: 0.019) G_GAN: 2.734 G_L1: 5.586 D_real: 0.000 D_fake: 0.408 +(epoch: 82, iters: 42204, time: 0.295, data: 0.019) G_GAN: 2.835 G_L1: 4.512 D_real: 0.000 D_fake: 0.251 +(epoch: 82, iters: 42304, time: 0.385, data: 0.024) G_GAN: 1.888 G_L1: 4.189 D_real: 0.000 D_fake: 0.435 +(epoch: 82, iters: 42404, time: 0.306, data: 0.019) G_GAN: 2.411 G_L1: 2.775 D_real: 0.000 D_fake: 0.223 +(epoch: 82, iters: 42504, time: 0.299, data: 0.019) G_GAN: 2.566 G_L1: 4.327 D_real: 0.000 D_fake: 0.254 +(epoch: 82, iters: 42604, time: 0.302, data: 0.018) G_GAN: 2.838 G_L1: 4.723 D_real: 0.001 D_fake: 0.257 +(epoch: 82, iters: 42704, time: 0.587, data: 0.019) G_GAN: 1.755 G_L1: 3.852 D_real: 0.001 D_fake: 0.753 +(epoch: 82, iters: 42804, time: 0.290, data: 0.018) G_GAN: 4.675 G_L1: 4.098 D_real: 0.000 D_fake: 0.042 +(epoch: 82, iters: 42904, time: 0.297, data: 0.018) G_GAN: 3.194 G_L1: 4.327 D_real: 0.000 D_fake: 0.479 +(epoch: 82, iters: 43004, time: 0.296, data: 0.019) G_GAN: 2.707 G_L1: 5.310 D_real: 0.000 D_fake: 0.269 +(epoch: 82, iters: 43104, time: 0.404, data: 0.020) G_GAN: 1.421 G_L1: 4.635 D_real: 0.000 D_fake: 0.698 +(epoch: 82, iters: 43204, time: 0.299, data: 0.019) G_GAN: 1.893 G_L1: 4.792 D_real: 0.000 D_fake: 0.404 +(epoch: 82, iters: 43304, time: 0.294, data: 0.020) G_GAN: 1.806 G_L1: 3.163 D_real: 0.001 D_fake: 0.876 +(epoch: 82, iters: 43404, time: 0.296, data: 0.018) G_GAN: 3.302 G_L1: 8.640 D_real: 0.000 D_fake: 1.262 +(epoch: 82, iters: 43504, time: 0.424, data: 0.020) G_GAN: 3.888 G_L1: 8.521 D_real: 0.000 D_fake: 0.071 +(epoch: 82, iters: 43604, time: 0.293, data: 0.019) G_GAN: 2.201 G_L1: 3.222 D_real: 0.009 D_fake: 0.460 +(epoch: 82, iters: 43704, time: 0.310, data: 0.019) G_GAN: 2.915 G_L1: 6.799 D_real: 0.000 D_fake: 0.219 +(epoch: 82, iters: 43804, time: 0.309, data: 0.018) G_GAN: 2.528 G_L1: 6.940 D_real: 0.001 D_fake: 0.073 +(epoch: 82, iters: 43904, time: 0.427, data: 0.020) G_GAN: 2.805 G_L1: 5.885 D_real: 0.000 D_fake: 0.323 +(epoch: 82, iters: 44004, time: 0.297, data: 0.024) G_GAN: 2.682 G_L1: 5.059 D_real: 0.000 D_fake: 0.230 +(epoch: 82, iters: 44104, time: 0.291, data: 0.020) G_GAN: 1.556 G_L1: 7.532 D_real: 0.002 D_fake: 0.335 +(epoch: 82, iters: 44204, time: 0.308, data: 0.018) G_GAN: 2.915 G_L1: 6.787 D_real: 0.000 D_fake: 0.345 +(epoch: 82, iters: 44304, time: 0.422, data: 0.020) G_GAN: 4.721 G_L1: 6.853 D_real: 0.000 D_fake: 0.050 +(epoch: 82, iters: 44404, time: 0.305, data: 0.022) G_GAN: 1.603 G_L1: 5.733 D_real: 0.000 D_fake: 0.545 +(epoch: 82, iters: 44504, time: 0.298, data: 0.020) G_GAN: 2.617 G_L1: 4.377 D_real: 0.010 D_fake: 0.137 +(epoch: 82, iters: 44604, time: 0.300, data: 0.021) G_GAN: 1.707 G_L1: 3.890 D_real: 0.001 D_fake: 0.267 +(epoch: 82, iters: 44704, time: 0.635, data: 0.019) G_GAN: 2.372 G_L1: 4.501 D_real: 0.003 D_fake: 0.349 +(epoch: 82, iters: 44804, time: 0.305, data: 0.019) G_GAN: 3.246 G_L1: 3.932 D_real: 0.000 D_fake: 0.098 +(epoch: 82, iters: 44904, time: 0.303, data: 0.020) G_GAN: 3.511 G_L1: 5.957 D_real: 0.000 D_fake: 0.306 +(epoch: 82, iters: 45004, time: 0.304, data: 0.020) G_GAN: 2.522 G_L1: 4.180 D_real: 0.000 D_fake: 0.250 +(epoch: 82, iters: 45104, time: 0.422, data: 0.020) G_GAN: 1.809 G_L1: 6.392 D_real: 0.000 D_fake: 0.384 +(epoch: 82, iters: 45204, time: 0.296, data: 0.020) G_GAN: 1.691 G_L1: 4.261 D_real: 0.014 D_fake: 0.391 +(epoch: 82, iters: 45304, time: 0.304, data: 0.020) G_GAN: 2.142 G_L1: 3.876 D_real: 0.001 D_fake: 0.457 +(epoch: 82, iters: 45404, time: 0.297, data: 0.020) G_GAN: 3.547 G_L1: 10.463 D_real: 0.016 D_fake: 0.192 +(epoch: 82, iters: 45504, time: 0.430, data: 0.019) G_GAN: 3.849 G_L1: 6.628 D_real: 0.015 D_fake: 0.236 +(epoch: 82, iters: 45604, time: 0.303, data: 0.019) G_GAN: 2.182 G_L1: 3.914 D_real: 0.000 D_fake: 0.194 +(epoch: 82, iters: 45704, time: 0.301, data: 0.020) G_GAN: 1.940 G_L1: 5.040 D_real: 0.001 D_fake: 0.272 +(epoch: 82, iters: 45804, time: 0.293, data: 0.020) G_GAN: 2.063 G_L1: 4.827 D_real: 0.001 D_fake: 0.640 +(epoch: 82, iters: 45904, time: 0.411, data: 0.018) G_GAN: 2.749 G_L1: 4.189 D_real: 0.000 D_fake: 0.153 +(epoch: 82, iters: 46004, time: 0.303, data: 0.020) G_GAN: 1.219 G_L1: 4.083 D_real: 0.000 D_fake: 0.776 +(epoch: 82, iters: 46104, time: 0.298, data: 0.019) G_GAN: 2.865 G_L1: 4.606 D_real: 0.000 D_fake: 0.289 +(epoch: 82, iters: 46204, time: 0.305, data: 0.019) G_GAN: 2.584 G_L1: 4.425 D_real: 0.002 D_fake: 0.298 +(epoch: 82, iters: 46304, time: 0.410, data: 0.023) G_GAN: 2.903 G_L1: 6.562 D_real: 0.000 D_fake: 0.320 +(epoch: 82, iters: 46404, time: 0.303, data: 0.018) G_GAN: 2.496 G_L1: 4.587 D_real: 0.002 D_fake: 0.284 +(epoch: 82, iters: 46504, time: 0.297, data: 0.021) G_GAN: 1.638 G_L1: 4.322 D_real: 0.000 D_fake: 0.522 +(epoch: 82, iters: 46604, time: 0.297, data: 0.021) G_GAN: 2.272 G_L1: 5.465 D_real: 0.000 D_fake: 0.402 +(epoch: 82, iters: 46704, time: 0.610, data: 0.021) G_GAN: 1.659 G_L1: 4.025 D_real: 0.000 D_fake: 0.685 +(epoch: 82, iters: 46804, time: 0.294, data: 0.019) G_GAN: 2.104 G_L1: 5.339 D_real: 0.000 D_fake: 0.413 +(epoch: 82, iters: 46904, time: 0.303, data: 0.019) G_GAN: 1.537 G_L1: 3.799 D_real: 0.002 D_fake: 0.586 +(epoch: 82, iters: 47004, time: 0.310, data: 0.018) G_GAN: 2.015 G_L1: 4.013 D_real: 0.001 D_fake: 0.240 +(epoch: 82, iters: 47104, time: 0.421, data: 0.021) G_GAN: 2.319 G_L1: 3.942 D_real: 0.000 D_fake: 0.346 +(epoch: 82, iters: 47204, time: 0.297, data: 0.020) G_GAN: 1.390 G_L1: 3.852 D_real: 0.000 D_fake: 0.509 +(epoch: 82, iters: 47304, time: 0.306, data: 0.021) G_GAN: 1.730 G_L1: 4.548 D_real: 0.000 D_fake: 0.589 +(epoch: 82, iters: 47404, time: 0.301, data: 0.022) G_GAN: 1.673 G_L1: 4.579 D_real: 0.000 D_fake: 0.810 +(epoch: 82, iters: 47504, time: 0.415, data: 0.019) G_GAN: 3.112 G_L1: 5.770 D_real: 0.000 D_fake: 0.169 +(epoch: 82, iters: 47604, time: 0.302, data: 0.020) G_GAN: 1.402 G_L1: 4.208 D_real: 0.000 D_fake: 0.850 +(epoch: 82, iters: 47704, time: 0.296, data: 0.019) G_GAN: 2.091 G_L1: 4.499 D_real: 0.003 D_fake: 0.580 +(epoch: 82, iters: 47804, time: 0.295, data: 0.020) G_GAN: 1.566 G_L1: 4.772 D_real: 0.008 D_fake: 0.396 +(epoch: 82, iters: 47904, time: 0.406, data: 0.019) G_GAN: 1.888 G_L1: 4.965 D_real: 0.000 D_fake: 0.417 +(epoch: 82, iters: 48004, time: 0.297, data: 0.018) G_GAN: 2.061 G_L1: 4.461 D_real: 0.000 D_fake: 0.513 +(epoch: 82, iters: 48104, time: 0.303, data: 0.019) G_GAN: 2.520 G_L1: 3.951 D_real: 0.002 D_fake: 0.217 +(epoch: 82, iters: 48204, time: 0.297, data: 0.020) G_GAN: 2.135 G_L1: 6.263 D_real: 0.000 D_fake: 0.325 +(epoch: 82, iters: 48304, time: 0.426, data: 0.017) G_GAN: 1.514 G_L1: 4.383 D_real: 0.001 D_fake: 0.494 +(epoch: 82, iters: 48404, time: 0.308, data: 0.020) G_GAN: 3.515 G_L1: 4.251 D_real: 0.000 D_fake: 0.097 +(epoch: 82, iters: 48504, time: 0.303, data: 0.019) G_GAN: 2.071 G_L1: 4.346 D_real: 0.001 D_fake: 0.466 +(epoch: 82, iters: 48604, time: 0.299, data: 0.020) G_GAN: 2.418 G_L1: 5.849 D_real: 0.004 D_fake: 0.548 +(epoch: 82, iters: 48704, time: 0.634, data: 0.019) G_GAN: 2.125 G_L1: 6.488 D_real: 0.007 D_fake: 0.530 +(epoch: 82, iters: 48804, time: 0.295, data: 0.019) G_GAN: 1.758 G_L1: 4.724 D_real: 0.002 D_fake: 0.684 +(epoch: 82, iters: 48904, time: 0.299, data: 0.024) G_GAN: 1.502 G_L1: 3.772 D_real: 0.000 D_fake: 0.513 +(epoch: 82, iters: 49004, time: 0.296, data: 0.024) G_GAN: 2.810 G_L1: 4.846 D_real: 0.000 D_fake: 0.114 +(epoch: 82, iters: 49104, time: 0.402, data: 0.019) G_GAN: 2.597 G_L1: 5.002 D_real: 0.000 D_fake: 0.313 +(epoch: 82, iters: 49204, time: 0.288, data: 0.018) G_GAN: 2.085 G_L1: 5.703 D_real: 0.000 D_fake: 0.453 +(epoch: 82, iters: 49304, time: 0.299, data: 0.018) G_GAN: 1.727 G_L1: 4.336 D_real: 0.000 D_fake: 0.365 +(epoch: 82, iters: 49404, time: 0.292, data: 0.022) G_GAN: 1.218 G_L1: 4.936 D_real: 0.000 D_fake: 0.489 +(epoch: 82, iters: 49504, time: 0.389, data: 0.017) G_GAN: 1.081 G_L1: 4.109 D_real: 0.000 D_fake: 0.426 +(epoch: 82, iters: 49604, time: 0.306, data: 0.019) G_GAN: 1.595 G_L1: 4.920 D_real: 0.000 D_fake: 0.606 +(epoch: 82, iters: 49704, time: 0.303, data: 0.021) G_GAN: 1.973 G_L1: 5.590 D_real: 0.000 D_fake: 0.544 +(epoch: 82, iters: 49804, time: 0.290, data: 0.020) G_GAN: 1.428 G_L1: 5.421 D_real: 0.001 D_fake: 0.496 +(epoch: 82, iters: 49904, time: 0.390, data: 0.019) G_GAN: 1.941 G_L1: 4.902 D_real: 0.002 D_fake: 0.296 +(epoch: 82, iters: 50004, time: 0.300, data: 0.019) G_GAN: 1.690 G_L1: 3.631 D_real: 0.001 D_fake: 0.334 +(epoch: 82, iters: 50104, time: 0.303, data: 0.020) G_GAN: 2.016 G_L1: 4.100 D_real: 0.000 D_fake: 0.328 +(epoch: 82, iters: 50204, time: 0.297, data: 0.020) G_GAN: 2.713 G_L1: 3.651 D_real: 0.000 D_fake: 0.197 +(epoch: 82, iters: 50304, time: 0.420, data: 0.021) G_GAN: 1.410 G_L1: 4.495 D_real: 0.009 D_fake: 0.331 +(epoch: 82, iters: 50404, time: 0.297, data: 0.021) G_GAN: 2.445 G_L1: 4.742 D_real: 0.000 D_fake: 0.876 +(epoch: 82, iters: 50504, time: 0.290, data: 0.019) G_GAN: 1.162 G_L1: 3.993 D_real: 0.035 D_fake: 0.643 +(epoch: 82, iters: 50604, time: 0.285, data: 0.018) G_GAN: 2.320 G_L1: 9.294 D_real: 0.004 D_fake: 0.378 +(epoch: 82, iters: 50704, time: 0.601, data: 0.018) G_GAN: 1.119 G_L1: 4.302 D_real: 0.003 D_fake: 1.315 +(epoch: 82, iters: 50804, time: 0.305, data: 0.019) G_GAN: 2.156 G_L1: 7.036 D_real: 0.000 D_fake: 0.438 +(epoch: 82, iters: 50904, time: 0.293, data: 0.019) G_GAN: 2.849 G_L1: 7.179 D_real: 0.000 D_fake: 0.250 +(epoch: 82, iters: 51004, time: 0.306, data: 0.017) G_GAN: 1.665 G_L1: 5.891 D_real: 0.000 D_fake: 0.426 +(epoch: 82, iters: 51104, time: 0.424, data: 0.019) G_GAN: 1.042 G_L1: 3.549 D_real: 0.000 D_fake: 0.683 +(epoch: 82, iters: 51204, time: 0.301, data: 0.019) G_GAN: 2.580 G_L1: 9.341 D_real: 0.000 D_fake: 0.413 +(epoch: 82, iters: 51304, time: 0.295, data: 0.018) G_GAN: 0.974 G_L1: 4.087 D_real: 0.001 D_fake: 0.633 +(epoch: 82, iters: 51404, time: 0.306, data: 0.019) G_GAN: 1.950 G_L1: 4.284 D_real: 0.000 D_fake: 0.272 +(epoch: 82, iters: 51504, time: 0.421, data: 0.019) G_GAN: 2.200 G_L1: 5.912 D_real: 0.007 D_fake: 0.251 +(epoch: 82, iters: 51604, time: 0.303, data: 0.019) G_GAN: 3.063 G_L1: 5.085 D_real: 0.000 D_fake: 0.099 +(epoch: 82, iters: 51704, time: 0.302, data: 0.019) G_GAN: 2.678 G_L1: 6.567 D_real: 0.010 D_fake: 0.418 +(epoch: 82, iters: 51804, time: 0.305, data: 0.020) G_GAN: 1.533 G_L1: 3.783 D_real: 0.000 D_fake: 0.562 +(epoch: 82, iters: 51904, time: 0.423, data: 0.019) G_GAN: 2.404 G_L1: 5.726 D_real: 0.000 D_fake: 0.247 +(epoch: 82, iters: 52004, time: 0.294, data: 0.019) G_GAN: 1.887 G_L1: 3.329 D_real: 0.000 D_fake: 0.313 +(epoch: 82, iters: 52104, time: 0.296, data: 0.018) G_GAN: 1.864 G_L1: 4.518 D_real: 0.000 D_fake: 0.586 +(epoch: 82, iters: 52204, time: 0.292, data: 0.020) G_GAN: 1.312 G_L1: 3.932 D_real: 0.000 D_fake: 0.545 +(epoch: 82, iters: 52304, time: 0.410, data: 0.019) G_GAN: 1.678 G_L1: 5.286 D_real: 0.000 D_fake: 0.481 +(epoch: 82, iters: 52404, time: 0.295, data: 0.018) G_GAN: 1.203 G_L1: 4.163 D_real: 0.001 D_fake: 0.589 +(epoch: 82, iters: 52504, time: 0.296, data: 0.018) G_GAN: 1.984 G_L1: 5.963 D_real: 0.005 D_fake: 0.671 +(epoch: 82, iters: 52604, time: 0.293, data: 0.017) G_GAN: 2.167 G_L1: 4.243 D_real: 0.008 D_fake: 0.357 +(epoch: 82, iters: 52704, time: 0.615, data: 0.018) G_GAN: 1.374 G_L1: 5.045 D_real: 0.010 D_fake: 0.548 +(epoch: 82, iters: 52804, time: 0.294, data: 0.019) G_GAN: 0.980 G_L1: 3.401 D_real: 0.006 D_fake: 0.791 +(epoch: 82, iters: 52904, time: 0.294, data: 0.021) G_GAN: 1.158 G_L1: 4.344 D_real: 0.000 D_fake: 0.482 +(epoch: 82, iters: 53004, time: 0.306, data: 0.018) G_GAN: 2.029 G_L1: 6.679 D_real: 0.000 D_fake: 0.370 +(epoch: 82, iters: 53104, time: 0.393, data: 0.018) G_GAN: 2.019 G_L1: 4.574 D_real: 0.000 D_fake: 0.590 +(epoch: 82, iters: 53204, time: 0.301, data: 0.019) G_GAN: 1.546 G_L1: 4.259 D_real: 0.000 D_fake: 0.307 +(epoch: 82, iters: 53304, time: 0.305, data: 0.020) G_GAN: 0.879 G_L1: 4.323 D_real: 0.002 D_fake: 0.840 +(epoch: 82, iters: 53404, time: 0.304, data: 0.019) G_GAN: 1.172 G_L1: 3.663 D_real: 0.000 D_fake: 0.878 +(epoch: 82, iters: 53504, time: 0.413, data: 0.019) G_GAN: 2.291 G_L1: 6.895 D_real: 0.001 D_fake: 0.420 +(epoch: 82, iters: 53604, time: 0.291, data: 0.018) G_GAN: 2.040 G_L1: 6.388 D_real: 0.000 D_fake: 0.356 +(epoch: 82, iters: 53704, time: 0.302, data: 0.017) G_GAN: 1.514 G_L1: 4.244 D_real: 0.001 D_fake: 0.420 +(epoch: 82, iters: 53804, time: 0.295, data: 0.019) G_GAN: 1.372 G_L1: 5.212 D_real: 0.003 D_fake: 0.568 +(epoch: 82, iters: 53904, time: 0.436, data: 0.019) G_GAN: 1.441 G_L1: 6.301 D_real: 0.000 D_fake: 0.639 +(epoch: 82, iters: 54004, time: 0.293, data: 0.019) G_GAN: 1.481 G_L1: 5.265 D_real: 0.000 D_fake: 0.741 +(epoch: 82, iters: 54104, time: 0.305, data: 0.017) G_GAN: 1.592 G_L1: 4.797 D_real: 0.000 D_fake: 0.586 +(epoch: 82, iters: 54204, time: 0.303, data: 0.020) G_GAN: 2.650 G_L1: 6.079 D_real: 0.014 D_fake: 0.413 +(epoch: 82, iters: 54304, time: 0.417, data: 0.019) G_GAN: 1.798 G_L1: 4.207 D_real: 0.000 D_fake: 0.499 +(epoch: 82, iters: 54404, time: 0.300, data: 0.019) G_GAN: 1.329 G_L1: 4.478 D_real: 0.000 D_fake: 0.570 +(epoch: 82, iters: 54504, time: 0.301, data: 0.019) G_GAN: 1.684 G_L1: 5.185 D_real: 0.000 D_fake: 0.489 +(epoch: 82, iters: 54604, time: 0.297, data: 0.019) G_GAN: 1.959 G_L1: 7.625 D_real: 0.010 D_fake: 0.553 +(epoch: 82, iters: 54704, time: 0.623, data: 0.019) G_GAN: 2.938 G_L1: 5.771 D_real: 0.002 D_fake: 0.430 +(epoch: 82, iters: 54804, time: 0.295, data: 0.017) G_GAN: 1.107 G_L1: 4.153 D_real: 0.000 D_fake: 0.647 +(epoch: 82, iters: 54904, time: 0.298, data: 0.018) G_GAN: 1.375 G_L1: 6.248 D_real: 0.115 D_fake: 0.677 +(epoch: 82, iters: 55004, time: 0.300, data: 0.019) G_GAN: 1.879 G_L1: 5.937 D_real: 0.000 D_fake: 0.625 +(epoch: 82, iters: 55104, time: 0.410, data: 0.021) G_GAN: 2.309 G_L1: 7.916 D_real: 0.003 D_fake: 0.298 +(epoch: 82, iters: 55204, time: 0.305, data: 0.018) G_GAN: 1.169 G_L1: 4.030 D_real: 0.000 D_fake: 0.610 +(epoch: 82, iters: 55304, time: 0.287, data: 0.019) G_GAN: 1.444 G_L1: 4.113 D_real: 0.001 D_fake: 0.429 +(epoch: 82, iters: 55404, time: 0.304, data: 0.017) G_GAN: 2.117 G_L1: 9.614 D_real: 0.000 D_fake: 0.446 +(epoch: 82, iters: 55504, time: 0.425, data: 0.019) G_GAN: 3.076 G_L1: 7.439 D_real: 0.001 D_fake: 0.439 +(epoch: 82, iters: 55604, time: 0.292, data: 0.020) G_GAN: 3.157 G_L1: 6.479 D_real: 0.002 D_fake: 0.162 +(epoch: 82, iters: 55704, time: 0.287, data: 0.022) G_GAN: 1.301 G_L1: 4.479 D_real: 0.050 D_fake: 0.585 +(epoch: 82, iters: 55804, time: 0.305, data: 0.019) G_GAN: 1.621 G_L1: 3.800 D_real: 0.001 D_fake: 0.727 +(epoch: 82, iters: 55904, time: 0.433, data: 0.020) G_GAN: 2.048 G_L1: 6.984 D_real: 0.005 D_fake: 0.223 +(epoch: 82, iters: 56004, time: 0.302, data: 0.019) G_GAN: 1.031 G_L1: 3.964 D_real: 0.000 D_fake: 1.179 +(epoch: 82, iters: 56104, time: 0.304, data: 0.019) G_GAN: 1.285 G_L1: 5.363 D_real: 0.037 D_fake: 0.607 +(epoch: 82, iters: 56204, time: 0.299, data: 0.019) G_GAN: 1.045 G_L1: 5.874 D_real: 0.000 D_fake: 1.072 +(epoch: 82, iters: 56304, time: 0.422, data: 0.020) G_GAN: 1.271 G_L1: 3.679 D_real: 0.000 D_fake: 0.710 +(epoch: 82, iters: 56404, time: 0.299, data: 0.018) G_GAN: 1.803 G_L1: 7.894 D_real: 0.002 D_fake: 0.420 +(epoch: 82, iters: 56504, time: 0.298, data: 0.022) G_GAN: 2.118 G_L1: 4.444 D_real: 0.000 D_fake: 0.318 +(epoch: 82, iters: 56604, time: 0.306, data: 0.020) G_GAN: 1.665 G_L1: 4.223 D_real: 0.001 D_fake: 0.382 +(epoch: 82, iters: 56704, time: 0.617, data: 0.019) G_GAN: 1.069 G_L1: 5.614 D_real: 0.001 D_fake: 0.565 +(epoch: 82, iters: 56804, time: 0.293, data: 0.020) G_GAN: 1.656 G_L1: 4.758 D_real: 0.000 D_fake: 0.953 +(epoch: 82, iters: 56904, time: 0.297, data: 0.020) G_GAN: 1.849 G_L1: 4.912 D_real: 0.000 D_fake: 0.399 +(epoch: 82, iters: 57004, time: 0.296, data: 0.019) G_GAN: 1.783 G_L1: 4.107 D_real: 0.000 D_fake: 0.414 +(epoch: 82, iters: 57104, time: 0.407, data: 0.020) G_GAN: 1.298 G_L1: 3.779 D_real: 0.000 D_fake: 0.534 +(epoch: 82, iters: 57204, time: 0.302, data: 0.019) G_GAN: 1.902 G_L1: 4.280 D_real: 0.000 D_fake: 0.302 +(epoch: 82, iters: 57304, time: 0.302, data: 0.020) G_GAN: 2.094 G_L1: 4.279 D_real: 0.000 D_fake: 0.300 +(epoch: 82, iters: 57404, time: 0.308, data: 0.020) G_GAN: 1.705 G_L1: 5.399 D_real: 0.000 D_fake: 0.756 +(epoch: 82, iters: 57504, time: 0.396, data: 0.020) G_GAN: 1.903 G_L1: 4.141 D_real: 0.001 D_fake: 0.447 +(epoch: 82, iters: 57604, time: 0.306, data: 0.017) G_GAN: 1.577 G_L1: 4.702 D_real: 0.002 D_fake: 0.841 +(epoch: 82, iters: 57704, time: 0.302, data: 0.021) G_GAN: 1.173 G_L1: 10.031 D_real: 0.001 D_fake: 0.827 +(epoch: 82, iters: 57804, time: 0.304, data: 0.021) G_GAN: 1.629 G_L1: 4.550 D_real: 0.000 D_fake: 0.605 +(epoch: 82, iters: 57904, time: 0.429, data: 0.019) G_GAN: 1.492 G_L1: 5.486 D_real: 0.000 D_fake: 0.926 +(epoch: 82, iters: 58004, time: 0.308, data: 0.020) G_GAN: 2.002 G_L1: 7.534 D_real: 0.001 D_fake: 0.892 +(epoch: 82, iters: 58104, time: 0.294, data: 0.021) G_GAN: 1.634 G_L1: 4.623 D_real: 0.000 D_fake: 0.597 +(epoch: 82, iters: 58204, time: 0.297, data: 0.020) G_GAN: 1.098 G_L1: 3.614 D_real: 0.002 D_fake: 0.542 +(epoch: 82, iters: 58304, time: 0.410, data: 0.019) G_GAN: 1.872 G_L1: 5.267 D_real: 0.000 D_fake: 0.589 +(epoch: 82, iters: 58404, time: 0.297, data: 0.017) G_GAN: 1.550 G_L1: 4.069 D_real: 0.000 D_fake: 0.279 +(epoch: 82, iters: 58504, time: 0.300, data: 0.021) G_GAN: 1.662 G_L1: 4.924 D_real: 0.000 D_fake: 0.397 +(epoch: 82, iters: 58604, time: 0.303, data: 0.021) G_GAN: 1.842 G_L1: 5.303 D_real: 0.000 D_fake: 0.432 +(epoch: 82, iters: 58704, time: 0.629, data: 0.021) G_GAN: 3.316 G_L1: 8.409 D_real: 0.000 D_fake: 0.370 +(epoch: 82, iters: 58804, time: 0.282, data: 0.020) G_GAN: 2.521 G_L1: 6.203 D_real: 0.000 D_fake: 0.268 +(epoch: 82, iters: 58904, time: 0.300, data: 0.017) G_GAN: 1.687 G_L1: 6.590 D_real: 0.000 D_fake: 0.590 +(epoch: 82, iters: 59004, time: 0.289, data: 0.019) G_GAN: 1.731 G_L1: 7.991 D_real: 0.001 D_fake: 0.343 +(epoch: 82, iters: 59104, time: 0.402, data: 0.020) G_GAN: 1.880 G_L1: 5.042 D_real: 0.016 D_fake: 0.678 +(epoch: 82, iters: 59204, time: 0.296, data: 0.018) G_GAN: 1.679 G_L1: 4.074 D_real: 0.083 D_fake: 0.502 +(epoch: 82, iters: 59304, time: 0.297, data: 0.020) G_GAN: 1.360 G_L1: 5.414 D_real: 0.001 D_fake: 0.361 +(epoch: 82, iters: 59404, time: 0.297, data: 0.020) G_GAN: 1.321 G_L1: 5.781 D_real: 0.000 D_fake: 0.516 +(epoch: 82, iters: 59504, time: 0.410, data: 0.021) G_GAN: 1.483 G_L1: 4.832 D_real: 0.000 D_fake: 0.534 +(epoch: 82, iters: 59604, time: 0.299, data: 0.017) G_GAN: 1.242 G_L1: 4.346 D_real: 0.000 D_fake: 0.774 +(epoch: 82, iters: 59704, time: 0.295, data: 0.019) G_GAN: 1.205 G_L1: 4.998 D_real: 0.000 D_fake: 1.020 +(epoch: 82, iters: 59804, time: 0.292, data: 0.019) G_GAN: 1.567 G_L1: 5.164 D_real: 0.000 D_fake: 0.466 +(epoch: 82, iters: 59904, time: 0.413, data: 0.019) G_GAN: 2.165 G_L1: 6.126 D_real: 0.000 D_fake: 0.481 +(epoch: 82, iters: 60004, time: 0.293, data: 0.019) G_GAN: 2.147 G_L1: 6.041 D_real: 0.001 D_fake: 0.560 +(epoch: 83, iters: 88, time: 0.297, data: 0.019) G_GAN: 1.413 G_L1: 5.137 D_real: 0.000 D_fake: 0.470 +(epoch: 83, iters: 188, time: 0.295, data: 0.019) G_GAN: 1.743 G_L1: 5.870 D_real: 0.000 D_fake: 0.634 +(epoch: 83, iters: 288, time: 0.595, data: 0.019) G_GAN: 1.560 G_L1: 4.430 D_real: 0.000 D_fake: 0.680 +(epoch: 83, iters: 388, time: 0.292, data: 0.018) G_GAN: 1.791 G_L1: 6.140 D_real: 0.001 D_fake: 0.676 +(epoch: 83, iters: 488, time: 0.294, data: 0.019) G_GAN: 2.041 G_L1: 4.705 D_real: 0.000 D_fake: 0.513 +(epoch: 83, iters: 588, time: 0.281, data: 0.020) G_GAN: 1.101 G_L1: 4.070 D_real: 0.001 D_fake: 0.851 +(epoch: 83, iters: 688, time: 0.613, data: 0.017) G_GAN: 0.744 G_L1: 4.379 D_real: 0.000 D_fake: 1.089 +(epoch: 83, iters: 788, time: 0.287, data: 0.022) G_GAN: 1.329 G_L1: 4.700 D_real: 0.001 D_fake: 0.579 +(epoch: 83, iters: 888, time: 0.296, data: 0.019) G_GAN: 1.236 G_L1: 3.660 D_real: 0.000 D_fake: 0.541 +(epoch: 83, iters: 988, time: 0.296, data: 0.019) G_GAN: 1.738 G_L1: 7.123 D_real: 0.000 D_fake: 0.628 +(epoch: 83, iters: 1088, time: 0.413, data: 0.019) G_GAN: 3.441 G_L1: 7.216 D_real: 0.001 D_fake: 0.584 +(epoch: 83, iters: 1188, time: 0.302, data: 0.019) G_GAN: 0.903 G_L1: 4.061 D_real: 0.019 D_fake: 0.673 +(epoch: 83, iters: 1288, time: 0.293, data: 0.019) G_GAN: 1.587 G_L1: 5.357 D_real: 0.000 D_fake: 0.369 +(epoch: 83, iters: 1388, time: 0.295, data: 0.020) G_GAN: 1.420 G_L1: 4.915 D_real: 0.019 D_fake: 0.610 +(epoch: 83, iters: 1488, time: 0.387, data: 0.019) G_GAN: 1.268 G_L1: 5.838 D_real: 0.001 D_fake: 0.895 +(epoch: 83, iters: 1588, time: 0.300, data: 0.019) G_GAN: 1.701 G_L1: 3.556 D_real: 0.000 D_fake: 0.557 +(epoch: 83, iters: 1688, time: 0.289, data: 0.020) G_GAN: 1.864 G_L1: 6.781 D_real: 0.001 D_fake: 0.455 +(epoch: 83, iters: 1788, time: 0.291, data: 0.019) G_GAN: 1.651 G_L1: 3.903 D_real: 0.000 D_fake: 0.592 +(epoch: 83, iters: 1888, time: 0.369, data: 0.021) G_GAN: 1.464 G_L1: 5.303 D_real: 0.000 D_fake: 0.523 +(epoch: 83, iters: 1988, time: 0.293, data: 0.016) G_GAN: 2.520 G_L1: 5.078 D_real: 0.001 D_fake: 0.245 +(epoch: 83, iters: 2088, time: 0.293, data: 0.022) G_GAN: 1.268 G_L1: 4.868 D_real: 0.000 D_fake: 0.830 +(epoch: 83, iters: 2188, time: 0.280, data: 0.019) G_GAN: 1.481 G_L1: 5.405 D_real: 0.000 D_fake: 0.425 +(epoch: 83, iters: 2288, time: 0.396, data: 0.018) G_GAN: 1.514 G_L1: 6.029 D_real: 0.000 D_fake: 0.535 +(epoch: 83, iters: 2388, time: 0.279, data: 0.020) G_GAN: 2.064 G_L1: 7.875 D_real: 0.000 D_fake: 0.663 +(epoch: 83, iters: 2488, time: 0.292, data: 0.019) G_GAN: 2.149 G_L1: 7.578 D_real: 0.000 D_fake: 0.377 +(epoch: 83, iters: 2588, time: 0.293, data: 0.018) G_GAN: 2.704 G_L1: 5.952 D_real: 0.004 D_fake: 0.485 +(epoch: 83, iters: 2688, time: 0.619, data: 0.020) G_GAN: 1.210 G_L1: 4.356 D_real: 0.001 D_fake: 0.393 +(epoch: 83, iters: 2788, time: 0.295, data: 0.019) G_GAN: 1.448 G_L1: 4.812 D_real: 0.002 D_fake: 0.804 +(epoch: 83, iters: 2888, time: 0.289, data: 0.020) G_GAN: 1.498 G_L1: 4.244 D_real: 0.006 D_fake: 0.515 +(epoch: 83, iters: 2988, time: 0.299, data: 0.017) G_GAN: 1.085 G_L1: 4.004 D_real: 0.001 D_fake: 0.723 +(epoch: 83, iters: 3088, time: 0.412, data: 0.019) G_GAN: 1.168 G_L1: 5.170 D_real: 0.001 D_fake: 0.708 +(epoch: 83, iters: 3188, time: 0.298, data: 0.021) G_GAN: 1.692 G_L1: 4.837 D_real: 0.000 D_fake: 0.661 +(epoch: 83, iters: 3288, time: 0.290, data: 0.020) G_GAN: 1.178 G_L1: 3.440 D_real: 0.014 D_fake: 0.642 +(epoch: 83, iters: 3388, time: 0.291, data: 0.021) G_GAN: 1.259 G_L1: 4.907 D_real: 0.002 D_fake: 0.554 +(epoch: 83, iters: 3488, time: 0.411, data: 0.021) G_GAN: 1.121 G_L1: 3.872 D_real: 0.000 D_fake: 0.609 +(epoch: 83, iters: 3588, time: 0.298, data: 0.020) G_GAN: 2.200 G_L1: 6.088 D_real: 0.000 D_fake: 0.427 +(epoch: 83, iters: 3688, time: 0.290, data: 0.022) G_GAN: 1.278 G_L1: 2.893 D_real: 0.001 D_fake: 0.643 +(epoch: 83, iters: 3788, time: 0.294, data: 0.019) G_GAN: 1.247 G_L1: 4.943 D_real: 0.000 D_fake: 0.577 +(epoch: 83, iters: 3888, time: 0.378, data: 0.019) G_GAN: 1.325 G_L1: 4.396 D_real: 0.000 D_fake: 0.465 +(epoch: 83, iters: 3988, time: 0.292, data: 0.017) G_GAN: 1.080 G_L1: 3.977 D_real: 0.002 D_fake: 0.914 +(epoch: 83, iters: 4088, time: 0.294, data: 0.019) G_GAN: 1.536 G_L1: 5.918 D_real: 0.002 D_fake: 0.503 +(epoch: 83, iters: 4188, time: 0.293, data: 0.019) G_GAN: 0.835 G_L1: 5.732 D_real: 0.001 D_fake: 1.093 +(epoch: 83, iters: 4288, time: 0.416, data: 0.022) G_GAN: 1.281 G_L1: 4.736 D_real: 0.000 D_fake: 0.655 +(epoch: 83, iters: 4388, time: 0.299, data: 0.020) G_GAN: 0.947 G_L1: 5.757 D_real: 0.000 D_fake: 0.987 +(epoch: 83, iters: 4488, time: 0.286, data: 0.020) G_GAN: 1.183 G_L1: 6.786 D_real: 0.000 D_fake: 0.681 +(epoch: 83, iters: 4588, time: 0.291, data: 0.018) G_GAN: 1.966 G_L1: 4.196 D_real: 0.004 D_fake: 0.289 +(epoch: 83, iters: 4688, time: 0.572, data: 0.019) G_GAN: 1.655 G_L1: 6.495 D_real: 0.000 D_fake: 0.403 +(epoch: 83, iters: 4788, time: 0.297, data: 0.019) G_GAN: 1.780 G_L1: 5.846 D_real: 0.002 D_fake: 0.854 +(epoch: 83, iters: 4888, time: 0.296, data: 0.021) G_GAN: 1.190 G_L1: 5.973 D_real: 0.000 D_fake: 0.977 +(epoch: 83, iters: 4988, time: 0.294, data: 0.018) G_GAN: 1.973 G_L1: 4.794 D_real: 0.000 D_fake: 0.350 +(epoch: 83, iters: 5088, time: 0.400, data: 0.023) G_GAN: 1.200 G_L1: 3.776 D_real: 0.001 D_fake: 0.679 +(epoch: 83, iters: 5188, time: 0.286, data: 0.018) G_GAN: 1.317 G_L1: 6.268 D_real: 0.000 D_fake: 0.739 +(epoch: 83, iters: 5288, time: 0.293, data: 0.019) G_GAN: 1.465 G_L1: 4.496 D_real: 0.000 D_fake: 0.546 +(epoch: 83, iters: 5388, time: 0.297, data: 0.018) G_GAN: 1.136 G_L1: 2.975 D_real: 0.000 D_fake: 0.673 +(epoch: 83, iters: 5488, time: 0.426, data: 0.019) G_GAN: 1.945 G_L1: 5.782 D_real: 0.000 D_fake: 0.328 +(epoch: 83, iters: 5588, time: 0.294, data: 0.019) G_GAN: 1.531 G_L1: 4.119 D_real: 0.009 D_fake: 0.324 +(epoch: 83, iters: 5688, time: 0.295, data: 0.021) G_GAN: 1.211 G_L1: 3.459 D_real: 0.057 D_fake: 0.630 +(epoch: 83, iters: 5788, time: 0.293, data: 0.019) G_GAN: 1.638 G_L1: 7.080 D_real: 0.000 D_fake: 0.499 +(epoch: 83, iters: 5888, time: 0.415, data: 0.020) G_GAN: 1.228 G_L1: 4.663 D_real: 0.000 D_fake: 0.477 +(epoch: 83, iters: 5988, time: 0.301, data: 0.021) G_GAN: 2.202 G_L1: 7.298 D_real: 0.004 D_fake: 0.944 +(epoch: 83, iters: 6088, time: 0.299, data: 0.020) G_GAN: 1.324 G_L1: 5.544 D_real: 0.001 D_fake: 0.490 +(epoch: 83, iters: 6188, time: 0.297, data: 0.018) G_GAN: 1.843 G_L1: 4.668 D_real: 0.000 D_fake: 0.386 +(epoch: 83, iters: 6288, time: 0.385, data: 0.017) G_GAN: 1.401 G_L1: 5.820 D_real: 0.000 D_fake: 0.537 +(epoch: 83, iters: 6388, time: 0.300, data: 0.017) G_GAN: 0.930 G_L1: 3.803 D_real: 0.000 D_fake: 0.630 +(epoch: 83, iters: 6488, time: 0.293, data: 0.018) G_GAN: 1.769 G_L1: 4.447 D_real: 0.000 D_fake: 0.347 +(epoch: 83, iters: 6588, time: 0.294, data: 0.018) G_GAN: 1.260 G_L1: 3.900 D_real: 0.002 D_fake: 0.683 +(epoch: 83, iters: 6688, time: 0.604, data: 0.018) G_GAN: 3.006 G_L1: 5.628 D_real: 0.001 D_fake: 0.304 +(epoch: 83, iters: 6788, time: 0.290, data: 0.017) G_GAN: 1.675 G_L1: 5.929 D_real: 0.000 D_fake: 0.608 +(epoch: 83, iters: 6888, time: 0.294, data: 0.018) G_GAN: 1.173 G_L1: 4.005 D_real: 0.001 D_fake: 0.741 +(epoch: 83, iters: 6988, time: 0.286, data: 0.018) G_GAN: 1.116 G_L1: 5.028 D_real: 0.000 D_fake: 0.563 +(epoch: 83, iters: 7088, time: 0.410, data: 0.018) G_GAN: 1.781 G_L1: 10.889 D_real: 0.052 D_fake: 0.880 +(epoch: 83, iters: 7188, time: 0.283, data: 0.018) G_GAN: 1.412 G_L1: 4.792 D_real: 0.002 D_fake: 0.507 +(epoch: 83, iters: 7288, time: 0.293, data: 0.017) G_GAN: 1.502 G_L1: 4.664 D_real: 0.000 D_fake: 0.455 +(epoch: 83, iters: 7388, time: 0.296, data: 0.021) G_GAN: 1.347 G_L1: 4.658 D_real: 0.000 D_fake: 0.384 +(epoch: 83, iters: 7488, time: 0.410, data: 0.018) G_GAN: 1.699 G_L1: 3.829 D_real: 0.011 D_fake: 0.454 +(epoch: 83, iters: 7588, time: 0.281, data: 0.018) G_GAN: 1.194 G_L1: 3.750 D_real: 0.003 D_fake: 0.658 +(epoch: 83, iters: 7688, time: 0.290, data: 0.017) G_GAN: 2.347 G_L1: 5.889 D_real: 0.007 D_fake: 0.690 +(epoch: 83, iters: 7788, time: 0.294, data: 0.017) G_GAN: 1.364 G_L1: 3.633 D_real: 0.011 D_fake: 0.472 +(epoch: 83, iters: 7888, time: 0.413, data: 0.019) G_GAN: 1.885 G_L1: 7.454 D_real: 0.028 D_fake: 0.535 +(epoch: 83, iters: 7988, time: 0.287, data: 0.018) G_GAN: 1.448 G_L1: 10.646 D_real: 0.000 D_fake: 0.704 +(epoch: 83, iters: 8088, time: 0.286, data: 0.018) G_GAN: 0.946 G_L1: 4.973 D_real: 0.000 D_fake: 0.881 +(epoch: 83, iters: 8188, time: 0.292, data: 0.017) G_GAN: 1.516 G_L1: 8.677 D_real: 0.004 D_fake: 0.542 +(epoch: 83, iters: 8288, time: 0.415, data: 0.019) G_GAN: 1.060 G_L1: 4.622 D_real: 0.003 D_fake: 0.862 +(epoch: 83, iters: 8388, time: 0.292, data: 0.018) G_GAN: 1.515 G_L1: 4.330 D_real: 0.001 D_fake: 0.575 +(epoch: 83, iters: 8488, time: 0.297, data: 0.018) G_GAN: 1.254 G_L1: 4.680 D_real: 0.010 D_fake: 0.711 +(epoch: 83, iters: 8588, time: 0.298, data: 0.018) G_GAN: 1.101 G_L1: 4.567 D_real: 0.000 D_fake: 0.543 +(epoch: 83, iters: 8688, time: 0.608, data: 0.019) G_GAN: 1.545 G_L1: 6.038 D_real: 0.000 D_fake: 0.859 +(epoch: 83, iters: 8788, time: 0.300, data: 0.027) G_GAN: 1.866 G_L1: 6.711 D_real: 0.000 D_fake: 0.472 +(epoch: 83, iters: 8888, time: 0.294, data: 0.020) G_GAN: 2.269 G_L1: 6.435 D_real: 0.015 D_fake: 0.265 +(epoch: 83, iters: 8988, time: 0.288, data: 0.019) G_GAN: 1.983 G_L1: 7.037 D_real: 0.000 D_fake: 2.020 +(epoch: 83, iters: 9088, time: 0.417, data: 0.018) G_GAN: 1.514 G_L1: 5.413 D_real: 0.014 D_fake: 0.391 +(epoch: 83, iters: 9188, time: 0.299, data: 0.020) G_GAN: 1.764 G_L1: 8.565 D_real: 0.001 D_fake: 0.738 +(epoch: 83, iters: 9288, time: 0.292, data: 0.021) G_GAN: 1.675 G_L1: 5.112 D_real: 0.012 D_fake: 0.633 +(epoch: 83, iters: 9388, time: 0.294, data: 0.019) G_GAN: 1.033 G_L1: 3.942 D_real: 0.000 D_fake: 0.829 +(epoch: 83, iters: 9488, time: 0.414, data: 0.017) G_GAN: 1.807 G_L1: 4.252 D_real: 0.001 D_fake: 0.327 +(epoch: 83, iters: 9588, time: 0.288, data: 0.018) G_GAN: 1.851 G_L1: 7.126 D_real: 0.153 D_fake: 0.402 +(epoch: 83, iters: 9688, time: 0.290, data: 0.018) G_GAN: 1.129 G_L1: 4.710 D_real: 0.000 D_fake: 0.646 +(epoch: 83, iters: 9788, time: 0.295, data: 0.018) G_GAN: 1.121 G_L1: 5.396 D_real: 0.000 D_fake: 0.715 +(epoch: 83, iters: 9888, time: 0.406, data: 0.018) G_GAN: 1.708 G_L1: 5.729 D_real: 0.016 D_fake: 0.521 +(epoch: 83, iters: 9988, time: 0.296, data: 0.019) G_GAN: 1.590 G_L1: 4.614 D_real: 0.000 D_fake: 0.484 +(epoch: 83, iters: 10088, time: 0.300, data: 0.021) G_GAN: 1.264 G_L1: 5.156 D_real: 0.006 D_fake: 0.659 +(epoch: 83, iters: 10188, time: 0.293, data: 0.019) G_GAN: 0.985 G_L1: 4.590 D_real: 0.009 D_fake: 1.110 +(epoch: 83, iters: 10288, time: 0.412, data: 0.018) G_GAN: 1.934 G_L1: 5.229 D_real: 0.007 D_fake: 0.344 +(epoch: 83, iters: 10388, time: 0.296, data: 0.018) G_GAN: 1.659 G_L1: 4.916 D_real: 0.265 D_fake: 0.513 +(epoch: 83, iters: 10488, time: 0.302, data: 0.022) G_GAN: 0.752 G_L1: 4.170 D_real: 0.002 D_fake: 0.947 +(epoch: 83, iters: 10588, time: 0.285, data: 0.019) G_GAN: 1.121 G_L1: 3.814 D_real: 0.000 D_fake: 0.485 +(epoch: 83, iters: 10688, time: 0.557, data: 0.020) G_GAN: 1.300 G_L1: 3.870 D_real: 0.000 D_fake: 0.410 +(epoch: 83, iters: 10788, time: 0.302, data: 0.019) G_GAN: 1.306 G_L1: 3.660 D_real: 0.000 D_fake: 0.470 +(epoch: 83, iters: 10888, time: 0.307, data: 0.019) G_GAN: 1.626 G_L1: 6.367 D_real: 0.004 D_fake: 0.581 +(epoch: 83, iters: 10988, time: 0.301, data: 0.020) G_GAN: 1.939 G_L1: 4.422 D_real: 0.130 D_fake: 0.290 +(epoch: 83, iters: 11088, time: 0.393, data: 0.019) G_GAN: 1.001 G_L1: 4.073 D_real: 0.000 D_fake: 0.621 +(epoch: 83, iters: 11188, time: 0.295, data: 0.019) G_GAN: 1.370 G_L1: 4.771 D_real: 0.007 D_fake: 0.668 +(epoch: 83, iters: 11288, time: 0.295, data: 0.021) G_GAN: 1.822 G_L1: 5.442 D_real: 0.008 D_fake: 0.740 +(epoch: 83, iters: 11388, time: 0.305, data: 0.018) G_GAN: 2.021 G_L1: 3.833 D_real: 0.007 D_fake: 0.236 +(epoch: 83, iters: 11488, time: 0.427, data: 0.019) G_GAN: 1.801 G_L1: 4.325 D_real: 0.003 D_fake: 0.475 +(epoch: 83, iters: 11588, time: 0.296, data: 0.020) G_GAN: 2.166 G_L1: 6.212 D_real: 0.003 D_fake: 0.384 +(epoch: 83, iters: 11688, time: 0.304, data: 0.017) G_GAN: 1.491 G_L1: 3.886 D_real: 0.001 D_fake: 0.472 +(epoch: 83, iters: 11788, time: 0.298, data: 0.019) G_GAN: 2.036 G_L1: 3.963 D_real: 0.000 D_fake: 0.237 +(epoch: 83, iters: 11888, time: 0.408, data: 0.020) G_GAN: 1.104 G_L1: 4.152 D_real: 0.000 D_fake: 0.485 +(epoch: 83, iters: 11988, time: 0.302, data: 0.023) G_GAN: 1.274 G_L1: 3.694 D_real: 0.002 D_fake: 0.528 +(epoch: 83, iters: 12088, time: 0.305, data: 0.021) G_GAN: 1.757 G_L1: 5.097 D_real: 0.000 D_fake: 0.271 +(epoch: 83, iters: 12188, time: 0.290, data: 0.019) G_GAN: 1.637 G_L1: 3.823 D_real: 0.032 D_fake: 0.427 +(epoch: 83, iters: 12288, time: 0.422, data: 0.019) G_GAN: 1.262 G_L1: 4.363 D_real: 0.001 D_fake: 0.538 +(epoch: 83, iters: 12388, time: 0.285, data: 0.021) G_GAN: 1.726 G_L1: 4.968 D_real: 0.000 D_fake: 0.350 +(epoch: 83, iters: 12488, time: 0.305, data: 0.022) G_GAN: 1.283 G_L1: 2.897 D_real: 0.001 D_fake: 0.537 +(epoch: 83, iters: 12588, time: 0.300, data: 0.019) G_GAN: 2.726 G_L1: 7.070 D_real: 0.037 D_fake: 0.184 +(epoch: 83, iters: 12688, time: 0.623, data: 0.020) G_GAN: 1.200 G_L1: 4.008 D_real: 0.000 D_fake: 0.483 +(epoch: 83, iters: 12788, time: 0.292, data: 0.019) G_GAN: 2.157 G_L1: 4.980 D_real: 0.000 D_fake: 0.334 +(epoch: 83, iters: 12888, time: 0.302, data: 0.018) G_GAN: 2.332 G_L1: 8.090 D_real: 0.046 D_fake: 0.369 +(epoch: 83, iters: 12988, time: 0.295, data: 0.019) G_GAN: 1.293 G_L1: 5.607 D_real: 0.001 D_fake: 0.511 +(epoch: 83, iters: 13088, time: 0.421, data: 0.019) G_GAN: 1.559 G_L1: 4.060 D_real: 0.000 D_fake: 0.431 +(epoch: 83, iters: 13188, time: 0.297, data: 0.019) G_GAN: 1.155 G_L1: 5.219 D_real: 0.000 D_fake: 0.929 +(epoch: 83, iters: 13288, time: 0.289, data: 0.018) G_GAN: 2.327 G_L1: 4.861 D_real: 0.235 D_fake: 0.250 +(epoch: 83, iters: 13388, time: 0.298, data: 0.019) G_GAN: 1.370 G_L1: 3.908 D_real: 0.003 D_fake: 0.313 +(epoch: 83, iters: 13488, time: 0.433, data: 0.019) G_GAN: 1.877 G_L1: 7.274 D_real: 0.185 D_fake: 0.415 +(epoch: 83, iters: 13588, time: 0.302, data: 0.021) G_GAN: 1.245 G_L1: 4.864 D_real: 0.027 D_fake: 0.790 +(epoch: 83, iters: 13688, time: 0.294, data: 0.019) G_GAN: 1.943 G_L1: 4.810 D_real: 0.000 D_fake: 0.269 +(epoch: 83, iters: 13788, time: 0.303, data: 0.021) G_GAN: 1.395 G_L1: 4.200 D_real: 0.088 D_fake: 0.724 +(epoch: 83, iters: 13888, time: 0.425, data: 0.022) G_GAN: 1.520 G_L1: 4.608 D_real: 0.057 D_fake: 0.419 +(epoch: 83, iters: 13988, time: 0.302, data: 0.021) G_GAN: 2.312 G_L1: 6.674 D_real: 0.436 D_fake: 0.265 +(epoch: 83, iters: 14088, time: 0.294, data: 0.019) G_GAN: 1.727 G_L1: 4.026 D_real: 0.241 D_fake: 0.467 +(epoch: 83, iters: 14188, time: 0.302, data: 0.019) G_GAN: 3.283 G_L1: 5.276 D_real: 0.023 D_fake: 0.109 +(epoch: 83, iters: 14288, time: 0.413, data: 0.021) G_GAN: 2.425 G_L1: 4.532 D_real: 0.352 D_fake: 0.140 +(epoch: 83, iters: 14388, time: 0.299, data: 0.020) G_GAN: 3.657 G_L1: 3.399 D_real: 0.108 D_fake: 0.066 +(epoch: 83, iters: 14488, time: 0.296, data: 0.019) G_GAN: 3.351 G_L1: 5.499 D_real: 0.058 D_fake: 0.088 +(epoch: 83, iters: 14588, time: 0.292, data: 0.019) G_GAN: 2.902 G_L1: 2.969 D_real: 0.093 D_fake: 0.146 +(epoch: 83, iters: 14688, time: 0.572, data: 0.020) G_GAN: 2.700 G_L1: 3.764 D_real: 0.281 D_fake: 0.199 +(epoch: 83, iters: 14788, time: 0.306, data: 0.018) G_GAN: 4.041 G_L1: 9.583 D_real: 0.477 D_fake: 0.110 +(epoch: 83, iters: 14888, time: 0.302, data: 0.020) G_GAN: 3.981 G_L1: 3.723 D_real: 0.209 D_fake: 0.078 +(epoch: 83, iters: 14988, time: 0.303, data: 0.020) G_GAN: 2.462 G_L1: 3.716 D_real: 0.099 D_fake: 0.244 +(epoch: 83, iters: 15088, time: 0.420, data: 0.021) G_GAN: 2.845 G_L1: 6.365 D_real: 0.002 D_fake: 0.257 +(epoch: 83, iters: 15188, time: 0.304, data: 0.018) G_GAN: 2.589 G_L1: 4.410 D_real: 0.150 D_fake: 0.157 +(epoch: 83, iters: 15288, time: 0.302, data: 0.021) G_GAN: 3.971 G_L1: 4.108 D_real: 0.308 D_fake: 0.031 +(epoch: 83, iters: 15388, time: 0.296, data: 0.019) G_GAN: 5.102 G_L1: 5.426 D_real: 0.225 D_fake: 0.033 +(epoch: 83, iters: 15488, time: 0.395, data: 0.020) G_GAN: 4.530 G_L1: 3.886 D_real: 0.223 D_fake: 0.023 +(epoch: 83, iters: 15588, time: 0.306, data: 0.019) G_GAN: 3.198 G_L1: 3.711 D_real: 0.235 D_fake: 0.120 +(epoch: 83, iters: 15688, time: 0.299, data: 0.019) G_GAN: 3.308 G_L1: 4.247 D_real: 0.085 D_fake: 0.235 +(epoch: 83, iters: 15788, time: 0.290, data: 0.019) G_GAN: 3.997 G_L1: 3.953 D_real: 0.096 D_fake: 0.059 +(epoch: 83, iters: 15888, time: 0.410, data: 0.018) G_GAN: 1.730 G_L1: 4.091 D_real: 0.000 D_fake: 0.761 +(epoch: 83, iters: 15988, time: 0.308, data: 0.018) G_GAN: 3.187 G_L1: 4.064 D_real: 0.022 D_fake: 0.134 +(epoch: 83, iters: 16088, time: 0.299, data: 0.019) G_GAN: 2.637 G_L1: 3.616 D_real: 0.056 D_fake: 0.263 +(epoch: 83, iters: 16188, time: 0.298, data: 0.020) G_GAN: 5.362 G_L1: 3.772 D_real: 0.053 D_fake: 0.016 +(epoch: 83, iters: 16288, time: 0.406, data: 0.019) G_GAN: 4.197 G_L1: 3.748 D_real: 0.005 D_fake: 0.075 +(epoch: 83, iters: 16388, time: 0.309, data: 0.019) G_GAN: 4.158 G_L1: 4.043 D_real: 0.122 D_fake: 0.093 +(epoch: 83, iters: 16488, time: 0.298, data: 0.018) G_GAN: 3.207 G_L1: 4.407 D_real: 0.229 D_fake: 0.086 +(epoch: 83, iters: 16588, time: 0.290, data: 0.020) G_GAN: 4.091 G_L1: 3.995 D_real: 0.018 D_fake: 0.081 +(epoch: 83, iters: 16688, time: 0.649, data: 0.017) G_GAN: 3.835 G_L1: 6.968 D_real: 0.002 D_fake: 0.080 +(epoch: 83, iters: 16788, time: 0.299, data: 0.020) G_GAN: 3.468 G_L1: 4.177 D_real: 0.016 D_fake: 0.106 +(epoch: 83, iters: 16888, time: 0.295, data: 0.019) G_GAN: 3.193 G_L1: 3.761 D_real: 0.021 D_fake: 0.211 +(epoch: 83, iters: 16988, time: 0.300, data: 0.019) G_GAN: 3.608 G_L1: 5.471 D_real: 0.155 D_fake: 0.055 +(epoch: 83, iters: 17088, time: 0.402, data: 0.020) G_GAN: 5.674 G_L1: 4.295 D_real: 0.008 D_fake: 0.058 +(epoch: 83, iters: 17188, time: 0.292, data: 0.017) G_GAN: 3.833 G_L1: 3.141 D_real: 0.003 D_fake: 0.106 +(epoch: 83, iters: 17288, time: 0.301, data: 0.023) G_GAN: 4.492 G_L1: 3.901 D_real: 0.185 D_fake: 0.022 +(epoch: 83, iters: 17388, time: 0.304, data: 0.020) G_GAN: 4.446 G_L1: 5.228 D_real: 0.010 D_fake: 0.092 +(epoch: 83, iters: 17488, time: 0.393, data: 0.019) G_GAN: 3.297 G_L1: 4.398 D_real: 0.061 D_fake: 0.198 +(epoch: 83, iters: 17588, time: 0.304, data: 0.020) G_GAN: 6.543 G_L1: 3.921 D_real: 0.036 D_fake: 0.006 +(epoch: 83, iters: 17688, time: 0.297, data: 0.019) G_GAN: 3.946 G_L1: 4.750 D_real: 0.039 D_fake: 0.262 +(epoch: 83, iters: 17788, time: 0.298, data: 0.019) G_GAN: 3.571 G_L1: 5.053 D_real: 0.008 D_fake: 0.197 +(epoch: 83, iters: 17888, time: 0.415, data: 0.018) G_GAN: 3.902 G_L1: 3.825 D_real: 0.028 D_fake: 0.112 +(epoch: 83, iters: 17988, time: 0.305, data: 0.020) G_GAN: 4.291 G_L1: 3.839 D_real: 0.409 D_fake: 0.025 +(epoch: 83, iters: 18088, time: 0.295, data: 0.020) G_GAN: 4.271 G_L1: 4.054 D_real: 0.040 D_fake: 0.100 +(epoch: 83, iters: 18188, time: 0.292, data: 0.018) G_GAN: 4.212 G_L1: 4.653 D_real: 0.000 D_fake: 0.097 +(epoch: 83, iters: 18288, time: 0.412, data: 0.018) G_GAN: 2.815 G_L1: 2.881 D_real: 0.053 D_fake: 0.198 +(epoch: 83, iters: 18388, time: 0.301, data: 0.020) G_GAN: 3.449 G_L1: 4.950 D_real: 0.010 D_fake: 0.113 +(epoch: 83, iters: 18488, time: 0.291, data: 0.019) G_GAN: 3.008 G_L1: 4.122 D_real: 0.336 D_fake: 0.104 +(epoch: 83, iters: 18588, time: 0.295, data: 0.019) G_GAN: 6.269 G_L1: 4.372 D_real: 0.325 D_fake: 0.013 +(epoch: 83, iters: 18688, time: 0.656, data: 0.018) G_GAN: 2.725 G_L1: 4.954 D_real: 0.323 D_fake: 0.207 +(epoch: 83, iters: 18788, time: 0.298, data: 0.019) G_GAN: 4.347 G_L1: 4.195 D_real: 0.053 D_fake: 0.139 +(epoch: 83, iters: 18888, time: 0.290, data: 0.022) G_GAN: 2.944 G_L1: 3.322 D_real: 0.010 D_fake: 0.203 +(epoch: 83, iters: 18988, time: 0.302, data: 0.019) G_GAN: 4.295 G_L1: 5.539 D_real: 0.009 D_fake: 0.062 +(epoch: 83, iters: 19088, time: 0.366, data: 0.019) G_GAN: 3.205 G_L1: 4.820 D_real: 0.002 D_fake: 0.173 +(epoch: 83, iters: 19188, time: 0.291, data: 0.015) G_GAN: 3.618 G_L1: 3.662 D_real: 0.003 D_fake: 0.104 +(epoch: 83, iters: 19288, time: 0.300, data: 0.017) G_GAN: 5.643 G_L1: 5.839 D_real: 0.278 D_fake: 0.046 +(epoch: 83, iters: 19388, time: 0.297, data: 0.019) G_GAN: 3.198 G_L1: 3.383 D_real: 0.023 D_fake: 0.163 +(epoch: 83, iters: 19488, time: 0.417, data: 0.017) G_GAN: 5.654 G_L1: 5.005 D_real: 0.238 D_fake: 0.023 +(epoch: 83, iters: 19588, time: 0.300, data: 0.018) G_GAN: 3.652 G_L1: 4.558 D_real: 0.022 D_fake: 0.170 +(epoch: 83, iters: 19688, time: 0.294, data: 0.018) G_GAN: 3.487 G_L1: 4.730 D_real: 0.002 D_fake: 0.183 +(epoch: 83, iters: 19788, time: 0.303, data: 0.018) G_GAN: 3.297 G_L1: 4.124 D_real: 0.066 D_fake: 0.123 +(epoch: 83, iters: 19888, time: 0.420, data: 0.018) G_GAN: 5.325 G_L1: 6.483 D_real: 0.059 D_fake: 0.019 +(epoch: 83, iters: 19988, time: 0.300, data: 0.019) G_GAN: 3.593 G_L1: 6.117 D_real: 0.062 D_fake: 0.275 +(epoch: 83, iters: 20088, time: 0.299, data: 0.018) G_GAN: 3.876 G_L1: 3.666 D_real: 0.044 D_fake: 0.057 +(epoch: 83, iters: 20188, time: 0.298, data: 0.021) G_GAN: 3.089 G_L1: 3.641 D_real: 0.081 D_fake: 0.220 +(epoch: 83, iters: 20288, time: 0.416, data: 0.019) G_GAN: 3.257 G_L1: 4.208 D_real: 0.101 D_fake: 0.126 +(epoch: 83, iters: 20388, time: 0.301, data: 0.018) G_GAN: 3.012 G_L1: 3.531 D_real: 0.030 D_fake: 0.246 +(epoch: 83, iters: 20488, time: 0.302, data: 0.020) G_GAN: 4.378 G_L1: 4.478 D_real: 0.122 D_fake: 0.049 +(epoch: 83, iters: 20588, time: 0.287, data: 0.020) G_GAN: 4.322 G_L1: 4.221 D_real: 0.069 D_fake: 0.098 +(epoch: 83, iters: 20688, time: 0.635, data: 0.018) G_GAN: 4.046 G_L1: 5.158 D_real: 0.135 D_fake: 0.094 +(epoch: 83, iters: 20788, time: 0.297, data: 0.017) G_GAN: 3.282 G_L1: 4.170 D_real: 0.039 D_fake: 0.118 +(epoch: 83, iters: 20888, time: 0.298, data: 0.018) G_GAN: 3.909 G_L1: 4.659 D_real: 0.026 D_fake: 0.064 +(epoch: 83, iters: 20988, time: 0.296, data: 0.021) G_GAN: 5.130 G_L1: 7.209 D_real: 0.027 D_fake: 0.075 +(epoch: 83, iters: 21088, time: 0.421, data: 0.018) G_GAN: 5.776 G_L1: 5.222 D_real: 0.307 D_fake: 0.011 +(epoch: 83, iters: 21188, time: 0.288, data: 0.019) G_GAN: 5.181 G_L1: 6.518 D_real: 0.171 D_fake: 0.037 +(epoch: 83, iters: 21288, time: 0.293, data: 0.017) G_GAN: 3.215 G_L1: 4.860 D_real: 0.026 D_fake: 0.397 +(epoch: 83, iters: 21388, time: 0.302, data: 0.018) G_GAN: 3.777 G_L1: 3.984 D_real: 0.010 D_fake: 0.242 +(epoch: 83, iters: 21488, time: 0.410, data: 0.019) G_GAN: 4.130 G_L1: 5.693 D_real: 0.003 D_fake: 0.264 +(epoch: 83, iters: 21588, time: 0.300, data: 0.021) G_GAN: 4.096 G_L1: 4.501 D_real: 0.015 D_fake: 0.205 +(epoch: 83, iters: 21688, time: 0.292, data: 0.021) G_GAN: 5.589 G_L1: 6.437 D_real: 0.053 D_fake: 0.070 +(epoch: 83, iters: 21788, time: 0.296, data: 0.017) G_GAN: 4.606 G_L1: 4.690 D_real: 0.105 D_fake: 0.054 +(epoch: 83, iters: 21888, time: 0.408, data: 0.019) G_GAN: 4.612 G_L1: 3.566 D_real: 0.028 D_fake: 0.094 +(epoch: 83, iters: 21988, time: 0.305, data: 0.019) G_GAN: 3.669 G_L1: 4.005 D_real: 0.014 D_fake: 0.091 +(epoch: 83, iters: 22088, time: 0.303, data: 0.019) G_GAN: 5.019 G_L1: 4.045 D_real: 0.011 D_fake: 0.059 +(epoch: 83, iters: 22188, time: 0.299, data: 0.019) G_GAN: 3.950 G_L1: 5.412 D_real: 0.002 D_fake: 0.493 +(epoch: 83, iters: 22288, time: 0.418, data: 0.021) G_GAN: 2.885 G_L1: 3.775 D_real: 0.291 D_fake: 0.153 +(epoch: 83, iters: 22388, time: 0.300, data: 0.019) G_GAN: 5.721 G_L1: 5.163 D_real: 0.013 D_fake: 0.056 +(epoch: 83, iters: 22488, time: 0.288, data: 0.020) G_GAN: 2.772 G_L1: 3.987 D_real: 0.158 D_fake: 0.221 +(epoch: 83, iters: 22588, time: 0.288, data: 0.017) G_GAN: 3.705 G_L1: 4.278 D_real: 0.019 D_fake: 0.055 +(epoch: 83, iters: 22688, time: 0.566, data: 0.017) G_GAN: 3.608 G_L1: 3.912 D_real: 0.002 D_fake: 0.050 +(epoch: 83, iters: 22788, time: 0.299, data: 0.019) G_GAN: 3.315 G_L1: 4.652 D_real: 0.012 D_fake: 0.168 +(epoch: 83, iters: 22888, time: 0.306, data: 0.021) G_GAN: 3.796 G_L1: 7.911 D_real: 0.002 D_fake: 0.056 +(epoch: 83, iters: 22988, time: 0.301, data: 0.018) G_GAN: 5.260 G_L1: 5.921 D_real: 0.005 D_fake: 0.070 +(epoch: 83, iters: 23088, time: 0.395, data: 0.019) G_GAN: 4.537 G_L1: 4.890 D_real: 0.000 D_fake: 0.031 +(epoch: 83, iters: 23188, time: 0.296, data: 0.018) G_GAN: 4.252 G_L1: 4.017 D_real: 0.021 D_fake: 0.036 +(epoch: 83, iters: 23288, time: 0.301, data: 0.019) G_GAN: 2.453 G_L1: 4.585 D_real: 0.060 D_fake: 0.102 +(epoch: 83, iters: 23388, time: 0.292, data: 0.020) G_GAN: 5.335 G_L1: 5.117 D_real: 0.002 D_fake: 0.030 +(epoch: 83, iters: 23488, time: 0.415, data: 0.018) G_GAN: 4.003 G_L1: 3.522 D_real: 0.003 D_fake: 0.379 +(epoch: 83, iters: 23588, time: 0.291, data: 0.020) G_GAN: 4.913 G_L1: 3.308 D_real: 0.002 D_fake: 0.096 +(epoch: 83, iters: 23688, time: 0.290, data: 0.019) G_GAN: 4.623 G_L1: 4.159 D_real: 0.006 D_fake: 0.039 +(epoch: 83, iters: 23788, time: 0.298, data: 0.018) G_GAN: 5.761 G_L1: 3.801 D_real: 0.010 D_fake: 0.008 +(epoch: 83, iters: 23888, time: 0.417, data: 0.019) G_GAN: 3.282 G_L1: 4.843 D_real: 0.009 D_fake: 0.146 +(epoch: 83, iters: 23988, time: 0.291, data: 0.019) G_GAN: 4.896 G_L1: 4.994 D_real: 0.035 D_fake: 0.054 +(epoch: 83, iters: 24088, time: 0.299, data: 0.018) G_GAN: 4.639 G_L1: 4.034 D_real: 0.052 D_fake: 0.055 +(epoch: 83, iters: 24188, time: 0.299, data: 0.018) G_GAN: 3.403 G_L1: 4.169 D_real: 0.037 D_fake: 0.103 +(epoch: 83, iters: 24288, time: 0.417, data: 0.019) G_GAN: 4.526 G_L1: 4.426 D_real: 0.026 D_fake: 0.056 +(epoch: 83, iters: 24388, time: 0.302, data: 0.018) G_GAN: 4.095 G_L1: 4.065 D_real: 0.045 D_fake: 0.034 +(epoch: 83, iters: 24488, time: 0.300, data: 0.019) G_GAN: 3.876 G_L1: 4.504 D_real: 0.062 D_fake: 0.098 +(epoch: 83, iters: 24588, time: 0.301, data: 0.020) G_GAN: 4.430 G_L1: 3.963 D_real: 0.070 D_fake: 0.058 +(epoch: 83, iters: 24688, time: 0.608, data: 0.022) G_GAN: 4.317 G_L1: 3.681 D_real: 0.038 D_fake: 0.062 +(epoch: 83, iters: 24788, time: 0.306, data: 0.018) G_GAN: 3.968 G_L1: 4.485 D_real: 0.002 D_fake: 0.522 +(epoch: 83, iters: 24888, time: 0.296, data: 0.023) G_GAN: 3.160 G_L1: 4.745 D_real: 0.113 D_fake: 0.149 +(epoch: 83, iters: 24988, time: 0.306, data: 0.018) G_GAN: 2.521 G_L1: 4.579 D_real: 0.005 D_fake: 0.134 +(epoch: 83, iters: 25088, time: 0.407, data: 0.019) G_GAN: 3.961 G_L1: 4.773 D_real: 0.000 D_fake: 0.037 +(epoch: 83, iters: 25188, time: 0.303, data: 0.019) G_GAN: 4.527 G_L1: 4.036 D_real: 0.001 D_fake: 0.035 +(epoch: 83, iters: 25288, time: 0.295, data: 0.020) G_GAN: 4.059 G_L1: 5.979 D_real: 0.302 D_fake: 0.074 +(epoch: 83, iters: 25388, time: 0.300, data: 0.020) G_GAN: 3.590 G_L1: 10.589 D_real: 0.100 D_fake: 0.159 +(epoch: 83, iters: 25488, time: 0.424, data: 0.024) G_GAN: 3.771 G_L1: 5.445 D_real: 0.005 D_fake: 0.144 +(epoch: 83, iters: 25588, time: 0.305, data: 0.018) G_GAN: 2.922 G_L1: 3.970 D_real: 0.004 D_fake: 0.113 +(epoch: 83, iters: 25688, time: 0.294, data: 0.019) G_GAN: 2.695 G_L1: 3.952 D_real: 0.004 D_fake: 0.359 +(epoch: 83, iters: 25788, time: 0.300, data: 0.018) G_GAN: 2.720 G_L1: 4.680 D_real: 0.037 D_fake: 0.139 +(epoch: 83, iters: 25888, time: 0.415, data: 0.019) G_GAN: 3.350 G_L1: 5.291 D_real: 0.003 D_fake: 0.307 +(epoch: 83, iters: 25988, time: 0.299, data: 0.021) G_GAN: 3.366 G_L1: 3.926 D_real: 0.005 D_fake: 0.053 +(epoch: 83, iters: 26088, time: 0.284, data: 0.019) G_GAN: 3.517 G_L1: 4.624 D_real: 0.003 D_fake: 0.136 +(epoch: 83, iters: 26188, time: 0.304, data: 0.017) G_GAN: 4.904 G_L1: 7.217 D_real: 0.004 D_fake: 0.049 +(epoch: 83, iters: 26288, time: 0.414, data: 0.019) G_GAN: 3.365 G_L1: 6.761 D_real: 0.006 D_fake: 0.207 +(epoch: 83, iters: 26388, time: 0.306, data: 0.017) G_GAN: 3.280 G_L1: 4.877 D_real: 0.000 D_fake: 0.317 +(epoch: 83, iters: 26488, time: 0.302, data: 0.019) G_GAN: 4.277 G_L1: 4.355 D_real: 0.018 D_fake: 0.032 +(epoch: 83, iters: 26588, time: 0.305, data: 0.020) G_GAN: 3.434 G_L1: 4.653 D_real: 0.047 D_fake: 0.537 +(epoch: 83, iters: 26688, time: 0.558, data: 0.019) G_GAN: 1.632 G_L1: 3.796 D_real: 0.012 D_fake: 0.404 +(epoch: 83, iters: 26788, time: 0.285, data: 0.019) G_GAN: 2.211 G_L1: 4.452 D_real: 0.004 D_fake: 0.250 +(epoch: 83, iters: 26888, time: 0.299, data: 0.018) G_GAN: 3.897 G_L1: 5.968 D_real: 0.001 D_fake: 0.051 +(epoch: 83, iters: 26988, time: 0.289, data: 0.021) G_GAN: 4.537 G_L1: 5.337 D_real: 0.001 D_fake: 0.190 +(epoch: 83, iters: 27088, time: 0.418, data: 0.020) G_GAN: 2.389 G_L1: 5.209 D_real: 0.097 D_fake: 0.152 +(epoch: 83, iters: 27188, time: 0.293, data: 0.023) G_GAN: 5.074 G_L1: 5.651 D_real: 0.021 D_fake: 0.170 +(epoch: 83, iters: 27288, time: 0.300, data: 0.019) G_GAN: 2.886 G_L1: 3.795 D_real: 0.000 D_fake: 0.368 +(epoch: 83, iters: 27388, time: 0.298, data: 0.020) G_GAN: 2.475 G_L1: 4.542 D_real: 0.001 D_fake: 0.145 +(epoch: 83, iters: 27488, time: 0.421, data: 0.020) G_GAN: 4.131 G_L1: 4.477 D_real: 0.214 D_fake: 0.556 +(epoch: 83, iters: 27588, time: 0.292, data: 0.019) G_GAN: 2.857 G_L1: 4.323 D_real: 0.055 D_fake: 0.111 +(epoch: 83, iters: 27688, time: 0.299, data: 0.019) G_GAN: 3.330 G_L1: 4.973 D_real: 0.514 D_fake: 0.215 +(epoch: 83, iters: 27788, time: 0.306, data: 0.019) G_GAN: 3.076 G_L1: 5.290 D_real: 0.143 D_fake: 0.211 +(epoch: 83, iters: 27888, time: 0.416, data: 0.020) G_GAN: 2.613 G_L1: 4.452 D_real: 0.004 D_fake: 0.146 +(epoch: 83, iters: 27988, time: 0.286, data: 0.021) G_GAN: 3.277 G_L1: 4.590 D_real: 0.002 D_fake: 0.073 +(epoch: 83, iters: 28088, time: 0.298, data: 0.018) G_GAN: 2.661 G_L1: 5.287 D_real: 0.000 D_fake: 0.166 +(epoch: 83, iters: 28188, time: 0.298, data: 0.019) G_GAN: 2.234 G_L1: 4.136 D_real: 0.003 D_fake: 0.361 +(epoch: 83, iters: 28288, time: 0.393, data: 0.020) G_GAN: 2.019 G_L1: 4.364 D_real: 0.007 D_fake: 0.312 +(epoch: 83, iters: 28388, time: 0.297, data: 0.018) G_GAN: 3.456 G_L1: 4.109 D_real: 0.041 D_fake: 0.073 +(epoch: 83, iters: 28488, time: 0.300, data: 0.019) G_GAN: 2.722 G_L1: 6.633 D_real: 0.002 D_fake: 0.615 +(epoch: 83, iters: 28588, time: 0.299, data: 0.020) G_GAN: 2.521 G_L1: 3.913 D_real: 0.002 D_fake: 0.087 +(epoch: 83, iters: 28688, time: 0.619, data: 0.019) G_GAN: 3.238 G_L1: 3.928 D_real: 0.001 D_fake: 0.172 +(epoch: 83, iters: 28788, time: 0.288, data: 0.019) G_GAN: 3.991 G_L1: 4.438 D_real: 0.008 D_fake: 0.056 +(epoch: 83, iters: 28888, time: 0.300, data: 0.017) G_GAN: 2.803 G_L1: 4.587 D_real: 0.000 D_fake: 0.134 +(epoch: 83, iters: 28988, time: 0.302, data: 0.018) G_GAN: 4.673 G_L1: 5.348 D_real: 0.195 D_fake: 0.019 +(epoch: 83, iters: 29088, time: 0.418, data: 0.020) G_GAN: 2.201 G_L1: 4.427 D_real: 0.000 D_fake: 0.402 +(epoch: 83, iters: 29188, time: 0.299, data: 0.022) G_GAN: 2.860 G_L1: 6.318 D_real: 0.001 D_fake: 0.387 +(epoch: 83, iters: 29288, time: 0.298, data: 0.019) G_GAN: 2.398 G_L1: 4.211 D_real: 0.043 D_fake: 0.295 +(epoch: 83, iters: 29388, time: 0.302, data: 0.018) G_GAN: 5.718 G_L1: 6.278 D_real: 0.010 D_fake: 0.173 +(epoch: 83, iters: 29488, time: 0.410, data: 0.023) G_GAN: 2.481 G_L1: 5.329 D_real: 0.000 D_fake: 0.383 +(epoch: 83, iters: 29588, time: 0.295, data: 0.020) G_GAN: 3.673 G_L1: 5.826 D_real: 0.011 D_fake: 0.166 +(epoch: 83, iters: 29688, time: 0.294, data: 0.018) G_GAN: 2.402 G_L1: 4.493 D_real: 0.003 D_fake: 0.396 +(epoch: 83, iters: 29788, time: 0.293, data: 0.018) G_GAN: 3.900 G_L1: 4.910 D_real: 0.011 D_fake: 0.094 +(epoch: 83, iters: 29888, time: 0.417, data: 0.019) G_GAN: 2.353 G_L1: 3.902 D_real: 0.000 D_fake: 0.253 +(epoch: 83, iters: 29988, time: 0.295, data: 0.019) G_GAN: 4.073 G_L1: 4.590 D_real: 0.001 D_fake: 0.054 +(epoch: 83, iters: 30088, time: 0.295, data: 0.018) G_GAN: 3.792 G_L1: 4.513 D_real: 0.012 D_fake: 0.033 +(epoch: 83, iters: 30188, time: 0.303, data: 0.018) G_GAN: 2.500 G_L1: 5.259 D_real: 0.493 D_fake: 0.198 +(epoch: 83, iters: 30288, time: 0.417, data: 0.018) G_GAN: 4.697 G_L1: 3.734 D_real: 0.378 D_fake: 0.014 +(epoch: 83, iters: 30388, time: 0.295, data: 0.019) G_GAN: 5.426 G_L1: 3.949 D_real: 0.010 D_fake: 0.089 +(epoch: 83, iters: 30488, time: 0.293, data: 0.021) G_GAN: 4.166 G_L1: 4.406 D_real: 0.045 D_fake: 0.042 +(epoch: 83, iters: 30588, time: 0.285, data: 0.019) G_GAN: 4.130 G_L1: 6.849 D_real: 0.232 D_fake: 0.108 +(epoch: 83, iters: 30688, time: 0.625, data: 0.017) G_GAN: 3.782 G_L1: 5.209 D_real: 0.083 D_fake: 0.159 +(epoch: 83, iters: 30788, time: 0.306, data: 0.018) G_GAN: 5.740 G_L1: 5.033 D_real: 0.005 D_fake: 0.055 +(epoch: 83, iters: 30888, time: 0.287, data: 0.020) G_GAN: 5.043 G_L1: 4.580 D_real: 0.020 D_fake: 0.036 +(epoch: 83, iters: 30988, time: 0.297, data: 0.022) G_GAN: 7.676 G_L1: 4.808 D_real: 0.016 D_fake: 0.003 +(epoch: 83, iters: 31088, time: 0.422, data: 0.018) G_GAN: 7.214 G_L1: 6.136 D_real: 0.012 D_fake: 0.027 +(epoch: 83, iters: 31188, time: 0.302, data: 0.019) G_GAN: 3.340 G_L1: 6.015 D_real: 0.104 D_fake: 0.141 +(epoch: 83, iters: 31288, time: 0.294, data: 0.018) G_GAN: 3.633 G_L1: 3.964 D_real: 0.135 D_fake: 0.156 +(epoch: 83, iters: 31388, time: 0.302, data: 0.021) G_GAN: 2.060 G_L1: 3.819 D_real: 0.019 D_fake: 0.765 +(epoch: 83, iters: 31488, time: 0.402, data: 0.019) G_GAN: 4.135 G_L1: 4.513 D_real: 0.074 D_fake: 0.020 +(epoch: 83, iters: 31588, time: 0.306, data: 0.020) G_GAN: 2.362 G_L1: 4.957 D_real: 0.000 D_fake: 0.463 +(epoch: 83, iters: 31688, time: 0.296, data: 0.019) G_GAN: 5.166 G_L1: 6.447 D_real: 0.133 D_fake: 0.034 +(epoch: 83, iters: 31788, time: 0.284, data: 0.017) G_GAN: 3.972 G_L1: 5.492 D_real: 0.035 D_fake: 0.048 +(epoch: 83, iters: 31888, time: 0.411, data: 0.019) G_GAN: 3.130 G_L1: 4.458 D_real: 0.006 D_fake: 1.176 +(epoch: 83, iters: 31988, time: 0.296, data: 0.021) G_GAN: 3.072 G_L1: 3.947 D_real: 0.000 D_fake: 0.709 +(epoch: 83, iters: 32088, time: 0.304, data: 0.018) G_GAN: 3.489 G_L1: 4.793 D_real: 0.315 D_fake: 0.177 +(epoch: 83, iters: 32188, time: 0.301, data: 0.019) G_GAN: 4.621 G_L1: 3.812 D_real: 0.202 D_fake: 0.032 +(epoch: 83, iters: 32288, time: 0.383, data: 0.020) G_GAN: 6.308 G_L1: 6.991 D_real: 0.008 D_fake: 0.025 +(epoch: 83, iters: 32388, time: 0.289, data: 0.021) G_GAN: 5.388 G_L1: 5.635 D_real: 0.054 D_fake: 0.030 +(epoch: 83, iters: 32488, time: 0.300, data: 0.018) G_GAN: 4.542 G_L1: 5.189 D_real: 0.018 D_fake: 0.097 +(epoch: 83, iters: 32588, time: 0.298, data: 0.019) G_GAN: 5.386 G_L1: 5.876 D_real: 0.022 D_fake: 0.252 +(epoch: 83, iters: 32688, time: 0.617, data: 0.019) G_GAN: 6.153 G_L1: 6.169 D_real: 0.252 D_fake: 0.046 +(epoch: 83, iters: 32788, time: 0.299, data: 0.019) G_GAN: 3.159 G_L1: 9.372 D_real: 0.001 D_fake: 0.092 +(epoch: 83, iters: 32888, time: 0.294, data: 0.020) G_GAN: 3.762 G_L1: 4.259 D_real: 0.000 D_fake: 0.092 +(epoch: 83, iters: 32988, time: 0.302, data: 0.019) G_GAN: 4.675 G_L1: 4.859 D_real: 0.001 D_fake: 0.117 +(epoch: 83, iters: 33088, time: 0.407, data: 0.018) G_GAN: 5.598 G_L1: 4.712 D_real: 0.001 D_fake: 0.011 +(epoch: 83, iters: 33188, time: 0.297, data: 0.018) G_GAN: 4.646 G_L1: 6.507 D_real: 0.001 D_fake: 0.121 +(epoch: 83, iters: 33288, time: 0.300, data: 0.020) G_GAN: 6.742 G_L1: 7.167 D_real: 0.001 D_fake: 0.010 +(epoch: 83, iters: 33388, time: 0.297, data: 0.019) G_GAN: 6.498 G_L1: 8.218 D_real: 0.002 D_fake: 0.105 +(epoch: 83, iters: 33488, time: 0.392, data: 0.019) G_GAN: 4.312 G_L1: 7.304 D_real: 0.034 D_fake: 0.194 +(epoch: 83, iters: 33588, time: 0.293, data: 0.019) G_GAN: 6.118 G_L1: 8.101 D_real: 0.000 D_fake: 0.019 +(epoch: 83, iters: 33688, time: 0.293, data: 0.019) G_GAN: 3.605 G_L1: 4.424 D_real: 0.000 D_fake: 0.238 +(epoch: 83, iters: 33788, time: 0.303, data: 0.019) G_GAN: 4.136 G_L1: 4.232 D_real: 0.001 D_fake: 0.188 +(epoch: 83, iters: 33888, time: 0.415, data: 0.021) G_GAN: 3.190 G_L1: 3.719 D_real: 0.002 D_fake: 0.405 +(epoch: 83, iters: 33988, time: 0.297, data: 0.019) G_GAN: 3.635 G_L1: 5.338 D_real: 0.000 D_fake: 0.365 +(epoch: 83, iters: 34088, time: 0.304, data: 0.020) G_GAN: 4.990 G_L1: 6.390 D_real: 0.001 D_fake: 0.091 +(epoch: 83, iters: 34188, time: 0.299, data: 0.022) G_GAN: 3.189 G_L1: 6.600 D_real: 0.001 D_fake: 0.170 +(epoch: 83, iters: 34288, time: 0.395, data: 0.020) G_GAN: 3.216 G_L1: 4.757 D_real: 0.004 D_fake: 0.122 +(epoch: 83, iters: 34388, time: 0.303, data: 0.020) G_GAN: 3.340 G_L1: 3.767 D_real: 0.000 D_fake: 0.083 +(epoch: 83, iters: 34488, time: 0.302, data: 0.022) G_GAN: 3.141 G_L1: 4.540 D_real: 0.005 D_fake: 0.301 +(epoch: 83, iters: 34588, time: 0.294, data: 0.020) G_GAN: 6.554 G_L1: 3.990 D_real: 0.012 D_fake: 0.054 +(epoch: 83, iters: 34688, time: 0.616, data: 0.018) G_GAN: 5.058 G_L1: 5.435 D_real: 0.001 D_fake: 0.137 +(epoch: 83, iters: 34788, time: 0.302, data: 0.018) G_GAN: 5.391 G_L1: 4.930 D_real: 0.003 D_fake: 0.031 +(epoch: 83, iters: 34888, time: 0.293, data: 0.019) G_GAN: 4.300 G_L1: 3.470 D_real: 0.000 D_fake: 0.057 +(epoch: 83, iters: 34988, time: 0.292, data: 0.022) G_GAN: 3.307 G_L1: 3.882 D_real: 0.006 D_fake: 0.283 +(epoch: 83, iters: 35088, time: 0.402, data: 0.019) G_GAN: 3.540 G_L1: 4.520 D_real: 0.003 D_fake: 0.059 +(epoch: 83, iters: 35188, time: 0.298, data: 0.023) G_GAN: 5.427 G_L1: 7.603 D_real: 0.000 D_fake: 0.025 +(epoch: 83, iters: 35288, time: 0.304, data: 0.020) G_GAN: 4.107 G_L1: 4.416 D_real: 0.000 D_fake: 0.142 +(epoch: 83, iters: 35388, time: 0.297, data: 0.020) G_GAN: 4.121 G_L1: 4.385 D_real: 0.000 D_fake: 0.085 +(epoch: 83, iters: 35488, time: 0.425, data: 0.020) G_GAN: 3.838 G_L1: 7.541 D_real: 0.000 D_fake: 0.107 +(epoch: 83, iters: 35588, time: 0.299, data: 0.019) G_GAN: 4.593 G_L1: 5.206 D_real: 0.000 D_fake: 0.093 +(epoch: 83, iters: 35688, time: 0.286, data: 0.021) G_GAN: 3.882 G_L1: 3.966 D_real: 0.000 D_fake: 0.051 +(epoch: 83, iters: 35788, time: 0.297, data: 0.021) G_GAN: 4.627 G_L1: 5.957 D_real: 0.003 D_fake: 0.020 +(epoch: 83, iters: 35888, time: 0.390, data: 0.023) G_GAN: 3.358 G_L1: 3.781 D_real: 0.000 D_fake: 0.337 +(epoch: 83, iters: 35988, time: 0.293, data: 0.020) G_GAN: 7.761 G_L1: 5.718 D_real: 0.000 D_fake: 0.026 +(epoch: 83, iters: 36088, time: 0.300, data: 0.019) G_GAN: 4.662 G_L1: 5.388 D_real: 0.000 D_fake: 0.145 +(epoch: 83, iters: 36188, time: 0.302, data: 0.018) G_GAN: 3.416 G_L1: 4.992 D_real: 0.000 D_fake: 0.050 +(epoch: 83, iters: 36288, time: 0.403, data: 0.020) G_GAN: 7.486 G_L1: 4.697 D_real: 0.000 D_fake: 0.005 +(epoch: 83, iters: 36388, time: 0.308, data: 0.020) G_GAN: 3.845 G_L1: 5.122 D_real: 0.000 D_fake: 0.213 +(epoch: 83, iters: 36488, time: 0.305, data: 0.018) G_GAN: 3.520 G_L1: 4.738 D_real: 0.000 D_fake: 0.098 +(epoch: 83, iters: 36588, time: 0.301, data: 0.019) G_GAN: 2.957 G_L1: 3.606 D_real: 0.000 D_fake: 0.261 +(epoch: 83, iters: 36688, time: 0.570, data: 0.019) G_GAN: 3.518 G_L1: 6.245 D_real: 0.000 D_fake: 0.234 +(epoch: 83, iters: 36788, time: 0.299, data: 0.018) G_GAN: 3.496 G_L1: 4.134 D_real: 0.000 D_fake: 0.120 +(epoch: 83, iters: 36888, time: 0.303, data: 0.019) G_GAN: 5.288 G_L1: 6.896 D_real: 0.000 D_fake: 0.321 +(epoch: 83, iters: 36988, time: 0.302, data: 0.019) G_GAN: 2.624 G_L1: 5.535 D_real: 0.000 D_fake: 0.090 +(epoch: 83, iters: 37088, time: 0.422, data: 0.021) G_GAN: 3.725 G_L1: 7.167 D_real: 0.000 D_fake: 0.287 +(epoch: 83, iters: 37188, time: 0.304, data: 0.018) G_GAN: 2.827 G_L1: 4.656 D_real: 0.000 D_fake: 0.388 +(epoch: 83, iters: 37288, time: 0.301, data: 0.020) G_GAN: 2.346 G_L1: 4.254 D_real: 0.000 D_fake: 0.437 +(epoch: 83, iters: 37388, time: 0.286, data: 0.019) G_GAN: 5.656 G_L1: 6.314 D_real: 0.000 D_fake: 0.172 +(epoch: 83, iters: 37488, time: 0.429, data: 0.020) G_GAN: 3.798 G_L1: 5.593 D_real: 0.000 D_fake: 0.275 +(epoch: 83, iters: 37588, time: 0.300, data: 0.021) G_GAN: 2.771 G_L1: 11.310 D_real: 0.001 D_fake: 0.305 +(epoch: 83, iters: 37688, time: 0.301, data: 0.019) G_GAN: 2.520 G_L1: 4.660 D_real: 0.000 D_fake: 0.224 +(epoch: 83, iters: 37788, time: 0.295, data: 0.018) G_GAN: 2.541 G_L1: 7.175 D_real: 0.034 D_fake: 0.249 +(epoch: 83, iters: 37888, time: 0.408, data: 0.020) G_GAN: 3.555 G_L1: 5.090 D_real: 0.000 D_fake: 0.025 +(epoch: 83, iters: 37988, time: 0.294, data: 0.017) G_GAN: 3.416 G_L1: 4.633 D_real: 0.000 D_fake: 0.060 +(epoch: 83, iters: 38088, time: 0.304, data: 0.018) G_GAN: 4.981 G_L1: 5.700 D_real: 0.000 D_fake: 0.023 +(epoch: 83, iters: 38188, time: 0.293, data: 0.020) G_GAN: 1.787 G_L1: 4.583 D_real: 0.000 D_fake: 0.459 +(epoch: 83, iters: 38288, time: 0.431, data: 0.019) G_GAN: 2.301 G_L1: 5.496 D_real: 0.004 D_fake: 0.262 +(epoch: 83, iters: 38388, time: 0.296, data: 0.018) G_GAN: 2.758 G_L1: 4.596 D_real: 0.000 D_fake: 0.272 +(epoch: 83, iters: 38488, time: 0.296, data: 0.018) G_GAN: 2.879 G_L1: 6.837 D_real: 0.000 D_fake: 0.066 +(epoch: 83, iters: 38588, time: 0.305, data: 0.018) G_GAN: 3.689 G_L1: 4.370 D_real: 0.000 D_fake: 0.043 +(epoch: 83, iters: 38688, time: 0.622, data: 0.021) G_GAN: 4.411 G_L1: 4.915 D_real: 0.000 D_fake: 1.309 +(epoch: 83, iters: 38788, time: 0.306, data: 0.019) G_GAN: 2.310 G_L1: 4.964 D_real: 0.000 D_fake: 0.901 +(epoch: 83, iters: 38888, time: 0.298, data: 0.020) G_GAN: 3.391 G_L1: 3.934 D_real: 0.002 D_fake: 0.059 +(epoch: 83, iters: 38988, time: 0.283, data: 0.019) G_GAN: 2.533 G_L1: 4.689 D_real: 0.002 D_fake: 0.569 +(epoch: 83, iters: 39088, time: 0.421, data: 0.016) G_GAN: 4.418 G_L1: 6.139 D_real: 0.000 D_fake: 0.286 +(epoch: 83, iters: 39188, time: 0.304, data: 0.021) G_GAN: 3.314 G_L1: 6.713 D_real: 0.000 D_fake: 0.145 +(epoch: 83, iters: 39288, time: 0.282, data: 0.019) G_GAN: 2.215 G_L1: 5.001 D_real: 0.000 D_fake: 0.713 +(epoch: 83, iters: 39388, time: 0.290, data: 0.019) G_GAN: 2.929 G_L1: 6.722 D_real: 0.000 D_fake: 0.162 +(epoch: 83, iters: 39488, time: 0.417, data: 0.018) G_GAN: 4.654 G_L1: 7.797 D_real: 0.038 D_fake: 0.805 +(epoch: 83, iters: 39588, time: 0.305, data: 0.019) G_GAN: 1.802 G_L1: 4.149 D_real: 0.000 D_fake: 0.967 +(epoch: 83, iters: 39688, time: 0.294, data: 0.018) G_GAN: 2.064 G_L1: 4.454 D_real: 0.001 D_fake: 0.285 +(epoch: 83, iters: 39788, time: 0.301, data: 0.019) G_GAN: 2.653 G_L1: 4.939 D_real: 0.000 D_fake: 0.232 +(epoch: 83, iters: 39888, time: 0.423, data: 0.018) G_GAN: 1.960 G_L1: 5.767 D_real: 0.029 D_fake: 0.810 +(epoch: 83, iters: 39988, time: 0.295, data: 0.018) G_GAN: 4.193 G_L1: 6.770 D_real: 0.100 D_fake: 0.202 +(epoch: 83, iters: 40088, time: 0.305, data: 0.019) G_GAN: 3.298 G_L1: 5.387 D_real: 0.002 D_fake: 0.132 +(epoch: 83, iters: 40188, time: 0.305, data: 0.020) G_GAN: 2.964 G_L1: 3.872 D_real: 0.005 D_fake: 0.259 +(epoch: 83, iters: 40288, time: 0.400, data: 0.022) G_GAN: 5.261 G_L1: 6.309 D_real: 0.010 D_fake: 0.157 +(epoch: 83, iters: 40388, time: 0.307, data: 0.019) G_GAN: 3.879 G_L1: 8.033 D_real: 0.025 D_fake: 0.252 +(epoch: 83, iters: 40488, time: 0.300, data: 0.020) G_GAN: 3.228 G_L1: 5.394 D_real: 0.001 D_fake: 0.244 +(epoch: 83, iters: 40588, time: 0.296, data: 0.018) G_GAN: 4.789 G_L1: 3.588 D_real: 0.136 D_fake: 0.336 +(epoch: 83, iters: 40688, time: 0.615, data: 0.018) G_GAN: 3.093 G_L1: 4.467 D_real: 0.271 D_fake: 0.131 +(epoch: 83, iters: 40788, time: 0.301, data: 0.020) G_GAN: 3.876 G_L1: 8.403 D_real: 0.000 D_fake: 0.205 +(epoch: 83, iters: 40888, time: 0.300, data: 0.019) G_GAN: 3.245 G_L1: 5.894 D_real: 0.006 D_fake: 0.058 +(epoch: 83, iters: 40988, time: 0.298, data: 0.020) G_GAN: 3.076 G_L1: 4.418 D_real: 0.000 D_fake: 0.230 +(epoch: 83, iters: 41088, time: 0.410, data: 0.019) G_GAN: 4.226 G_L1: 3.395 D_real: 0.048 D_fake: 0.066 +(epoch: 83, iters: 41188, time: 0.297, data: 0.021) G_GAN: 2.668 G_L1: 3.931 D_real: 0.392 D_fake: 0.254 +(epoch: 83, iters: 41288, time: 0.302, data: 0.019) G_GAN: 4.202 G_L1: 5.018 D_real: 0.024 D_fake: 0.246 +(epoch: 83, iters: 41388, time: 0.305, data: 0.020) G_GAN: 4.956 G_L1: 6.449 D_real: 0.000 D_fake: 0.062 +(epoch: 83, iters: 41488, time: 0.413, data: 0.020) G_GAN: 4.939 G_L1: 5.375 D_real: 0.000 D_fake: 0.106 +(epoch: 83, iters: 41588, time: 0.297, data: 0.017) G_GAN: 2.729 G_L1: 3.744 D_real: 0.037 D_fake: 0.200 +(epoch: 83, iters: 41688, time: 0.281, data: 0.019) G_GAN: 4.801 G_L1: 6.673 D_real: 0.027 D_fake: 0.103 +(epoch: 83, iters: 41788, time: 0.286, data: 0.016) G_GAN: 2.450 G_L1: 4.410 D_real: 0.019 D_fake: 0.157 +(epoch: 83, iters: 41888, time: 0.396, data: 0.017) G_GAN: 7.638 G_L1: 4.433 D_real: 0.000 D_fake: 0.007 +(epoch: 83, iters: 41988, time: 0.303, data: 0.019) G_GAN: 4.483 G_L1: 5.756 D_real: 0.010 D_fake: 0.108 +(epoch: 83, iters: 42088, time: 0.303, data: 0.019) G_GAN: 3.805 G_L1: 4.777 D_real: 0.739 D_fake: 0.177 +(epoch: 83, iters: 42188, time: 0.303, data: 0.020) G_GAN: 3.095 G_L1: 4.254 D_real: 0.006 D_fake: 0.175 +(epoch: 83, iters: 42288, time: 0.410, data: 0.020) G_GAN: 4.769 G_L1: 4.215 D_real: 0.000 D_fake: 0.033 +(epoch: 83, iters: 42388, time: 0.306, data: 0.019) G_GAN: 2.246 G_L1: 4.487 D_real: 0.000 D_fake: 0.435 +(epoch: 83, iters: 42488, time: 0.300, data: 0.020) G_GAN: 2.495 G_L1: 4.081 D_real: 0.012 D_fake: 0.299 +(epoch: 83, iters: 42588, time: 0.298, data: 0.020) G_GAN: 2.854 G_L1: 3.257 D_real: 0.037 D_fake: 0.264 +(epoch: 83, iters: 42688, time: 0.609, data: 0.022) G_GAN: 4.260 G_L1: 4.655 D_real: 0.013 D_fake: 0.077 +(epoch: 83, iters: 42788, time: 0.304, data: 0.019) G_GAN: 3.739 G_L1: 4.249 D_real: 0.001 D_fake: 0.331 +(epoch: 83, iters: 42888, time: 0.289, data: 0.019) G_GAN: 2.570 G_L1: 4.305 D_real: 0.288 D_fake: 0.264 +(epoch: 83, iters: 42988, time: 0.302, data: 0.018) G_GAN: 6.291 G_L1: 4.738 D_real: 0.023 D_fake: 0.122 +(epoch: 83, iters: 43088, time: 0.423, data: 0.019) G_GAN: 6.243 G_L1: 4.377 D_real: 0.022 D_fake: 0.009 +(epoch: 83, iters: 43188, time: 0.306, data: 0.021) G_GAN: 4.474 G_L1: 4.473 D_real: 0.010 D_fake: 0.040 +(epoch: 83, iters: 43288, time: 0.300, data: 0.021) G_GAN: 3.132 G_L1: 3.456 D_real: 0.009 D_fake: 0.107 +(epoch: 83, iters: 43388, time: 0.296, data: 0.018) G_GAN: 3.507 G_L1: 5.372 D_real: 0.016 D_fake: 0.427 +(epoch: 83, iters: 43488, time: 0.425, data: 0.028) G_GAN: 4.473 G_L1: 5.154 D_real: 0.118 D_fake: 0.060 +(epoch: 83, iters: 43588, time: 0.299, data: 0.019) G_GAN: 4.452 G_L1: 4.403 D_real: 0.009 D_fake: 0.107 +(epoch: 83, iters: 43688, time: 0.295, data: 0.026) G_GAN: 3.558 G_L1: 4.120 D_real: 0.017 D_fake: 0.082 +(epoch: 83, iters: 43788, time: 0.294, data: 0.020) G_GAN: 2.341 G_L1: 4.012 D_real: 0.006 D_fake: 0.355 +(epoch: 83, iters: 43888, time: 0.415, data: 0.019) G_GAN: 3.051 G_L1: 4.374 D_real: 0.003 D_fake: 0.161 +(epoch: 83, iters: 43988, time: 0.287, data: 0.018) G_GAN: 2.679 G_L1: 3.823 D_real: 0.001 D_fake: 0.114 +(epoch: 83, iters: 44088, time: 0.291, data: 0.017) G_GAN: 3.478 G_L1: 4.565 D_real: 0.000 D_fake: 0.113 +(epoch: 83, iters: 44188, time: 0.294, data: 0.018) G_GAN: 3.875 G_L1: 5.560 D_real: 0.001 D_fake: 0.078 +(epoch: 83, iters: 44288, time: 0.417, data: 0.018) G_GAN: 5.397 G_L1: 5.525 D_real: 0.000 D_fake: 0.040 +(epoch: 83, iters: 44388, time: 0.299, data: 0.018) G_GAN: 2.705 G_L1: 4.905 D_real: 0.000 D_fake: 0.119 +(epoch: 83, iters: 44488, time: 0.281, data: 0.018) G_GAN: 2.761 G_L1: 4.659 D_real: 0.003 D_fake: 0.155 +(epoch: 83, iters: 44588, time: 0.293, data: 0.018) G_GAN: 3.765 G_L1: 4.691 D_real: 0.017 D_fake: 0.283 +(epoch: 83, iters: 44688, time: 0.601, data: 0.018) G_GAN: 3.866 G_L1: 4.558 D_real: 0.167 D_fake: 0.101 +(epoch: 83, iters: 44788, time: 0.294, data: 0.019) G_GAN: 2.781 G_L1: 4.226 D_real: 0.174 D_fake: 0.073 +(epoch: 83, iters: 44888, time: 0.273, data: 0.018) G_GAN: 4.945 G_L1: 4.232 D_real: 0.026 D_fake: 0.034 +(epoch: 83, iters: 44988, time: 0.298, data: 0.017) G_GAN: 2.838 G_L1: 4.533 D_real: 0.089 D_fake: 0.203 +(epoch: 83, iters: 45088, time: 0.386, data: 0.018) G_GAN: 3.101 G_L1: 4.295 D_real: 0.000 D_fake: 0.308 +(epoch: 83, iters: 45188, time: 0.301, data: 0.019) G_GAN: 7.307 G_L1: 5.131 D_real: 0.008 D_fake: 0.024 +(epoch: 83, iters: 45288, time: 0.301, data: 0.018) G_GAN: 5.085 G_L1: 3.042 D_real: 0.002 D_fake: 0.070 +(epoch: 83, iters: 45388, time: 0.302, data: 0.019) G_GAN: 5.409 G_L1: 4.625 D_real: 0.024 D_fake: 0.062 +(epoch: 83, iters: 45488, time: 0.415, data: 0.035) G_GAN: 6.093 G_L1: 3.476 D_real: 0.055 D_fake: 0.075 +(epoch: 83, iters: 45588, time: 0.297, data: 0.019) G_GAN: 3.639 G_L1: 4.955 D_real: 0.138 D_fake: 0.089 +(epoch: 83, iters: 45688, time: 0.289, data: 0.019) G_GAN: 5.884 G_L1: 4.162 D_real: 0.000 D_fake: 0.010 +(epoch: 83, iters: 45788, time: 0.295, data: 0.018) G_GAN: 4.755 G_L1: 5.948 D_real: 0.001 D_fake: 0.076 +(epoch: 83, iters: 45888, time: 0.394, data: 0.019) G_GAN: 6.327 G_L1: 3.312 D_real: 0.005 D_fake: 0.026 +(epoch: 83, iters: 45988, time: 0.298, data: 0.018) G_GAN: 5.797 G_L1: 3.034 D_real: 0.015 D_fake: 0.010 +(epoch: 83, iters: 46088, time: 0.294, data: 0.019) G_GAN: 5.515 G_L1: 3.689 D_real: 0.405 D_fake: 0.008 +(epoch: 83, iters: 46188, time: 0.309, data: 0.018) G_GAN: 4.403 G_L1: 5.907 D_real: 0.002 D_fake: 0.092 +(epoch: 83, iters: 46288, time: 0.409, data: 0.019) G_GAN: 2.861 G_L1: 4.030 D_real: 0.007 D_fake: 0.246 +(epoch: 83, iters: 46388, time: 0.303, data: 0.020) G_GAN: 3.902 G_L1: 4.824 D_real: 0.001 D_fake: 0.085 +(epoch: 83, iters: 46488, time: 0.302, data: 0.021) G_GAN: 2.567 G_L1: 3.951 D_real: 0.000 D_fake: 0.162 +(epoch: 83, iters: 46588, time: 0.297, data: 0.020) G_GAN: 3.445 G_L1: 5.277 D_real: 0.014 D_fake: 0.220 +(epoch: 83, iters: 46688, time: 0.606, data: 0.017) G_GAN: 2.728 G_L1: 4.312 D_real: 0.039 D_fake: 0.094 +(epoch: 83, iters: 46788, time: 0.302, data: 0.017) G_GAN: 4.215 G_L1: 3.952 D_real: 0.000 D_fake: 0.066 +(epoch: 83, iters: 46888, time: 0.299, data: 0.019) G_GAN: 3.905 G_L1: 4.406 D_real: 0.000 D_fake: 0.081 +(epoch: 83, iters: 46988, time: 0.298, data: 0.018) G_GAN: 2.986 G_L1: 4.688 D_real: 0.185 D_fake: 0.325 +(epoch: 83, iters: 47088, time: 0.417, data: 0.021) G_GAN: 3.270 G_L1: 4.272 D_real: 0.001 D_fake: 0.119 +(epoch: 83, iters: 47188, time: 0.292, data: 0.019) G_GAN: 2.641 G_L1: 4.433 D_real: 0.005 D_fake: 0.275 +(epoch: 83, iters: 47288, time: 0.296, data: 0.019) G_GAN: 5.627 G_L1: 4.404 D_real: 0.026 D_fake: 0.036 +(epoch: 83, iters: 47388, time: 0.295, data: 0.020) G_GAN: 3.519 G_L1: 5.314 D_real: 0.033 D_fake: 0.355 +(epoch: 83, iters: 47488, time: 0.421, data: 0.019) G_GAN: 2.713 G_L1: 3.936 D_real: 0.007 D_fake: 0.334 +(epoch: 83, iters: 47588, time: 0.302, data: 0.019) G_GAN: 3.682 G_L1: 2.823 D_real: 0.010 D_fake: 0.055 +(epoch: 83, iters: 47688, time: 0.296, data: 0.019) G_GAN: 4.045 G_L1: 3.321 D_real: 0.030 D_fake: 0.182 +(epoch: 83, iters: 47788, time: 0.296, data: 0.019) G_GAN: 4.027 G_L1: 5.507 D_real: 0.086 D_fake: 0.040 +(epoch: 83, iters: 47888, time: 0.415, data: 0.019) G_GAN: 3.466 G_L1: 2.926 D_real: 0.000 D_fake: 0.391 +(epoch: 83, iters: 47988, time: 0.298, data: 0.019) G_GAN: 3.775 G_L1: 4.503 D_real: 0.000 D_fake: 0.201 +(epoch: 83, iters: 48088, time: 0.294, data: 0.018) G_GAN: 2.607 G_L1: 4.953 D_real: 0.128 D_fake: 0.239 +(epoch: 83, iters: 48188, time: 0.297, data: 0.019) G_GAN: 3.842 G_L1: 4.440 D_real: 0.039 D_fake: 0.089 +(epoch: 83, iters: 48288, time: 0.414, data: 0.019) G_GAN: 3.999 G_L1: 4.888 D_real: 0.016 D_fake: 0.120 +(epoch: 83, iters: 48388, time: 0.291, data: 0.019) G_GAN: 3.403 G_L1: 6.790 D_real: 0.012 D_fake: 0.107 +(epoch: 83, iters: 48488, time: 0.285, data: 0.019) G_GAN: 2.863 G_L1: 5.012 D_real: 0.001 D_fake: 0.117 +(epoch: 83, iters: 48588, time: 0.295, data: 0.019) G_GAN: 3.530 G_L1: 4.554 D_real: 0.007 D_fake: 0.215 +(epoch: 83, iters: 48688, time: 0.634, data: 0.020) G_GAN: 3.801 G_L1: 8.906 D_real: 0.002 D_fake: 0.091 +(epoch: 83, iters: 48788, time: 0.303, data: 0.021) G_GAN: 3.518 G_L1: 4.438 D_real: 0.017 D_fake: 0.087 +(epoch: 83, iters: 48888, time: 0.294, data: 0.019) G_GAN: 2.699 G_L1: 3.511 D_real: 0.024 D_fake: 0.185 +(epoch: 83, iters: 48988, time: 0.301, data: 0.018) G_GAN: 5.089 G_L1: 7.325 D_real: 0.002 D_fake: 0.090 +(epoch: 83, iters: 49088, time: 0.412, data: 0.019) G_GAN: 4.756 G_L1: 5.780 D_real: 0.001 D_fake: 0.048 +(epoch: 83, iters: 49188, time: 0.303, data: 0.021) G_GAN: 4.399 G_L1: 5.604 D_real: 0.004 D_fake: 0.072 +(epoch: 83, iters: 49288, time: 0.302, data: 0.020) G_GAN: 3.004 G_L1: 5.295 D_real: 0.000 D_fake: 1.230 +(epoch: 83, iters: 49388, time: 0.295, data: 0.019) G_GAN: 4.620 G_L1: 5.137 D_real: 0.001 D_fake: 0.088 +(epoch: 83, iters: 49488, time: 0.418, data: 0.020) G_GAN: 4.612 G_L1: 5.124 D_real: 0.000 D_fake: 0.319 +(epoch: 83, iters: 49588, time: 0.299, data: 0.021) G_GAN: 3.525 G_L1: 4.784 D_real: 0.007 D_fake: 0.072 +(epoch: 83, iters: 49688, time: 0.306, data: 0.020) G_GAN: 2.071 G_L1: 3.597 D_real: 0.000 D_fake: 0.264 +(epoch: 83, iters: 49788, time: 0.294, data: 0.019) G_GAN: 5.675 G_L1: 4.552 D_real: 0.000 D_fake: 0.018 +(epoch: 83, iters: 49888, time: 0.393, data: 0.018) G_GAN: 3.856 G_L1: 4.049 D_real: 0.029 D_fake: 0.274 +(epoch: 83, iters: 49988, time: 0.301, data: 0.018) G_GAN: 3.668 G_L1: 4.693 D_real: 0.003 D_fake: 0.105 +(epoch: 83, iters: 50088, time: 0.295, data: 0.018) G_GAN: 2.762 G_L1: 3.915 D_real: 0.001 D_fake: 0.159 +(epoch: 83, iters: 50188, time: 0.297, data: 0.019) G_GAN: 2.612 G_L1: 6.401 D_real: 0.142 D_fake: 0.160 +(epoch: 83, iters: 50288, time: 0.417, data: 0.018) G_GAN: 4.615 G_L1: 8.254 D_real: 0.258 D_fake: 0.062 +(epoch: 83, iters: 50388, time: 0.290, data: 0.021) G_GAN: 1.996 G_L1: 4.179 D_real: 0.002 D_fake: 0.212 +(epoch: 83, iters: 50488, time: 0.292, data: 0.018) G_GAN: 4.352 G_L1: 4.712 D_real: 0.000 D_fake: 0.052 +(epoch: 83, iters: 50588, time: 0.284, data: 0.021) G_GAN: 3.871 G_L1: 4.518 D_real: 0.237 D_fake: 0.064 +(epoch: 83, iters: 50688, time: 0.605, data: 0.018) G_GAN: 3.847 G_L1: 4.914 D_real: 0.054 D_fake: 0.136 +(epoch: 83, iters: 50788, time: 0.299, data: 0.020) G_GAN: 2.679 G_L1: 4.319 D_real: 0.000 D_fake: 0.528 +(epoch: 83, iters: 50888, time: 0.290, data: 0.020) G_GAN: 3.635 G_L1: 3.490 D_real: 0.006 D_fake: 0.205 +(epoch: 83, iters: 50988, time: 0.302, data: 0.018) G_GAN: 2.555 G_L1: 5.226 D_real: 0.356 D_fake: 0.181 +(epoch: 83, iters: 51088, time: 0.408, data: 0.019) G_GAN: 3.220 G_L1: 5.551 D_real: 0.018 D_fake: 0.247 +(epoch: 83, iters: 51188, time: 0.297, data: 0.018) G_GAN: 3.159 G_L1: 3.516 D_real: 0.019 D_fake: 0.104 +(epoch: 83, iters: 51288, time: 0.300, data: 0.020) G_GAN: 4.099 G_L1: 8.180 D_real: 0.133 D_fake: 0.075 +(epoch: 83, iters: 51388, time: 0.292, data: 0.020) G_GAN: 4.179 G_L1: 4.456 D_real: 0.007 D_fake: 0.083 +(epoch: 83, iters: 51488, time: 0.415, data: 0.021) G_GAN: 4.639 G_L1: 4.228 D_real: 0.002 D_fake: 0.151 +(epoch: 83, iters: 51588, time: 0.293, data: 0.019) G_GAN: 4.529 G_L1: 4.162 D_real: 0.059 D_fake: 0.114 +(epoch: 83, iters: 51688, time: 0.306, data: 0.017) G_GAN: 4.037 G_L1: 6.356 D_real: 0.005 D_fake: 0.147 +(epoch: 83, iters: 51788, time: 0.301, data: 0.020) G_GAN: 3.551 G_L1: 4.522 D_real: 0.315 D_fake: 0.181 +(epoch: 83, iters: 51888, time: 0.422, data: 0.019) G_GAN: 3.540 G_L1: 5.419 D_real: 0.063 D_fake: 0.101 +(epoch: 83, iters: 51988, time: 0.297, data: 0.018) G_GAN: 2.737 G_L1: 3.508 D_real: 0.178 D_fake: 0.139 +(epoch: 83, iters: 52088, time: 0.310, data: 0.018) G_GAN: 5.104 G_L1: 4.037 D_real: 0.025 D_fake: 0.169 +(epoch: 83, iters: 52188, time: 0.301, data: 0.019) G_GAN: 3.861 G_L1: 4.677 D_real: 0.028 D_fake: 0.130 +(epoch: 83, iters: 52288, time: 0.401, data: 0.019) G_GAN: 4.736 G_L1: 5.787 D_real: 0.122 D_fake: 0.035 +(epoch: 83, iters: 52388, time: 0.299, data: 0.018) G_GAN: 4.081 G_L1: 3.374 D_real: 0.002 D_fake: 0.057 +(epoch: 83, iters: 52488, time: 0.302, data: 0.021) G_GAN: 6.231 G_L1: 4.367 D_real: 0.002 D_fake: 0.044 +(epoch: 83, iters: 52588, time: 0.293, data: 0.020) G_GAN: 6.620 G_L1: 5.804 D_real: 0.008 D_fake: 0.104 +(epoch: 83, iters: 52688, time: 0.611, data: 0.018) G_GAN: 4.664 G_L1: 3.119 D_real: 0.017 D_fake: 0.028 +(epoch: 83, iters: 52788, time: 0.293, data: 0.018) G_GAN: 4.255 G_L1: 3.623 D_real: 0.046 D_fake: 0.052 +(epoch: 83, iters: 52888, time: 0.303, data: 0.019) G_GAN: 5.962 G_L1: 3.042 D_real: 0.090 D_fake: 0.006 +(epoch: 83, iters: 52988, time: 0.291, data: 0.020) G_GAN: 4.595 G_L1: 3.442 D_real: 0.019 D_fake: 0.226 +(epoch: 83, iters: 53088, time: 0.416, data: 0.018) G_GAN: 3.414 G_L1: 3.804 D_real: 0.044 D_fake: 0.226 +(epoch: 83, iters: 53188, time: 0.302, data: 0.019) G_GAN: 4.384 G_L1: 3.689 D_real: 0.013 D_fake: 0.079 +(epoch: 83, iters: 53288, time: 0.296, data: 0.019) G_GAN: 4.131 G_L1: 3.704 D_real: 0.011 D_fake: 0.106 +(epoch: 83, iters: 53388, time: 0.308, data: 0.018) G_GAN: 2.489 G_L1: 3.769 D_real: 0.057 D_fake: 0.148 +(epoch: 83, iters: 53488, time: 0.403, data: 0.021) G_GAN: 4.559 G_L1: 5.094 D_real: 0.007 D_fake: 0.083 +(epoch: 83, iters: 53588, time: 0.303, data: 0.020) G_GAN: 2.666 G_L1: 2.561 D_real: 0.002 D_fake: 0.174 +(epoch: 83, iters: 53688, time: 0.301, data: 0.019) G_GAN: 2.854 G_L1: 3.560 D_real: 0.019 D_fake: 0.345 +(epoch: 83, iters: 53788, time: 0.297, data: 0.019) G_GAN: 6.142 G_L1: 7.797 D_real: 0.029 D_fake: 0.016 +(epoch: 83, iters: 53888, time: 0.420, data: 0.021) G_GAN: 4.411 G_L1: 4.785 D_real: 0.053 D_fake: 0.056 +(epoch: 83, iters: 53988, time: 0.288, data: 0.018) G_GAN: 4.314 G_L1: 4.536 D_real: 0.167 D_fake: 0.262 +(epoch: 83, iters: 54088, time: 0.282, data: 0.018) G_GAN: 6.748 G_L1: 4.458 D_real: 0.019 D_fake: 0.010 +(epoch: 83, iters: 54188, time: 0.299, data: 0.018) G_GAN: 4.918 G_L1: 5.215 D_real: 0.022 D_fake: 0.134 +(epoch: 83, iters: 54288, time: 0.420, data: 0.020) G_GAN: 3.702 G_L1: 3.578 D_real: 0.051 D_fake: 0.099 +(epoch: 83, iters: 54388, time: 0.275, data: 0.019) G_GAN: 3.311 G_L1: 4.119 D_real: 0.318 D_fake: 0.280 +(epoch: 83, iters: 54488, time: 0.301, data: 0.016) G_GAN: 3.853 G_L1: 4.295 D_real: 0.002 D_fake: 0.096 +(epoch: 83, iters: 54588, time: 0.287, data: 0.019) G_GAN: 4.292 G_L1: 3.763 D_real: 0.005 D_fake: 0.050 +(epoch: 83, iters: 54688, time: 0.617, data: 0.019) G_GAN: 3.065 G_L1: 3.800 D_real: 0.008 D_fake: 0.104 +(epoch: 83, iters: 54788, time: 0.295, data: 0.019) G_GAN: 2.350 G_L1: 4.077 D_real: 0.010 D_fake: 0.112 +(epoch: 83, iters: 54888, time: 0.302, data: 0.017) G_GAN: 3.912 G_L1: 4.066 D_real: 0.028 D_fake: 0.052 +(epoch: 83, iters: 54988, time: 0.299, data: 0.018) G_GAN: 3.314 G_L1: 4.370 D_real: 0.000 D_fake: 0.164 +(epoch: 83, iters: 55088, time: 0.414, data: 0.018) G_GAN: 3.303 G_L1: 4.018 D_real: 0.000 D_fake: 0.261 +(epoch: 83, iters: 55188, time: 0.304, data: 0.019) G_GAN: 3.452 G_L1: 4.420 D_real: 0.009 D_fake: 0.411 +(epoch: 83, iters: 55288, time: 0.278, data: 0.019) G_GAN: 3.618 G_L1: 4.709 D_real: 0.012 D_fake: 0.264 +(epoch: 83, iters: 55388, time: 0.301, data: 0.019) G_GAN: 2.554 G_L1: 4.318 D_real: 0.005 D_fake: 0.239 +(epoch: 83, iters: 55488, time: 0.421, data: 0.019) G_GAN: 4.430 G_L1: 8.905 D_real: 0.000 D_fake: 0.772 +(epoch: 83, iters: 55588, time: 0.293, data: 0.018) G_GAN: 2.885 G_L1: 4.790 D_real: 0.048 D_fake: 0.129 +(epoch: 83, iters: 55688, time: 0.300, data: 0.018) G_GAN: 5.078 G_L1: 4.397 D_real: 0.030 D_fake: 0.027 +(epoch: 83, iters: 55788, time: 0.275, data: 0.019) G_GAN: 2.947 G_L1: 3.516 D_real: 0.016 D_fake: 0.104 +(epoch: 83, iters: 55888, time: 0.399, data: 0.016) G_GAN: 6.932 G_L1: 8.404 D_real: 0.117 D_fake: 0.026 +(epoch: 83, iters: 55988, time: 0.293, data: 0.019) G_GAN: 3.807 G_L1: 4.266 D_real: 0.001 D_fake: 0.080 +(epoch: 83, iters: 56088, time: 0.304, data: 0.018) G_GAN: 2.942 G_L1: 4.903 D_real: 0.219 D_fake: 0.220 +(epoch: 83, iters: 56188, time: 0.299, data: 0.018) G_GAN: 2.916 G_L1: 4.895 D_real: 0.009 D_fake: 0.180 +(epoch: 83, iters: 56288, time: 0.382, data: 0.020) G_GAN: 3.543 G_L1: 3.606 D_real: 0.013 D_fake: 0.137 +(epoch: 83, iters: 56388, time: 0.300, data: 0.021) G_GAN: 3.772 G_L1: 4.060 D_real: 0.013 D_fake: 0.035 +(epoch: 83, iters: 56488, time: 0.298, data: 0.019) G_GAN: 6.506 G_L1: 5.639 D_real: 0.000 D_fake: 0.017 +(epoch: 83, iters: 56588, time: 0.302, data: 0.021) G_GAN: 2.452 G_L1: 5.379 D_real: 0.006 D_fake: 0.307 +(epoch: 83, iters: 56688, time: 0.617, data: 0.020) G_GAN: 4.610 G_L1: 4.290 D_real: 0.001 D_fake: 0.037 +(epoch: 83, iters: 56788, time: 0.305, data: 0.017) G_GAN: 4.644 G_L1: 6.300 D_real: 0.066 D_fake: 0.031 +(epoch: 83, iters: 56888, time: 0.303, data: 0.020) G_GAN: 2.840 G_L1: 3.426 D_real: 0.002 D_fake: 0.113 +(epoch: 83, iters: 56988, time: 0.285, data: 0.019) G_GAN: 2.921 G_L1: 5.485 D_real: 0.018 D_fake: 0.261 +(epoch: 83, iters: 57088, time: 0.400, data: 0.019) G_GAN: 4.609 G_L1: 4.159 D_real: 0.000 D_fake: 0.067 +(epoch: 83, iters: 57188, time: 0.300, data: 0.018) G_GAN: 4.219 G_L1: 3.708 D_real: 0.009 D_fake: 0.076 +(epoch: 83, iters: 57288, time: 0.298, data: 0.020) G_GAN: 2.644 G_L1: 3.636 D_real: 0.003 D_fake: 0.127 +(epoch: 83, iters: 57388, time: 0.300, data: 0.017) G_GAN: 3.805 G_L1: 5.333 D_real: 0.000 D_fake: 0.579 +(epoch: 83, iters: 57488, time: 0.380, data: 0.020) G_GAN: 3.380 G_L1: 4.026 D_real: 0.001 D_fake: 0.220 +(epoch: 83, iters: 57588, time: 0.298, data: 0.019) G_GAN: 2.765 G_L1: 3.613 D_real: 0.000 D_fake: 0.142 +(epoch: 83, iters: 57688, time: 0.300, data: 0.018) G_GAN: 4.417 G_L1: 6.272 D_real: 0.000 D_fake: 0.466 +(epoch: 83, iters: 57788, time: 0.303, data: 0.019) G_GAN: 4.531 G_L1: 7.655 D_real: 0.018 D_fake: 0.076 +(epoch: 83, iters: 57888, time: 0.401, data: 0.019) G_GAN: 3.062 G_L1: 5.410 D_real: 0.016 D_fake: 0.388 +(epoch: 83, iters: 57988, time: 0.295, data: 0.018) G_GAN: 3.411 G_L1: 5.009 D_real: 0.000 D_fake: 0.477 +(epoch: 83, iters: 58088, time: 0.299, data: 0.018) G_GAN: 2.993 G_L1: 4.911 D_real: 0.001 D_fake: 0.181 +(epoch: 83, iters: 58188, time: 0.291, data: 0.019) G_GAN: 4.854 G_L1: 4.294 D_real: 0.000 D_fake: 0.023 +(epoch: 83, iters: 58288, time: 0.407, data: 0.019) G_GAN: 2.925 G_L1: 4.562 D_real: 0.000 D_fake: 0.174 +(epoch: 83, iters: 58388, time: 0.300, data: 0.016) G_GAN: 3.178 G_L1: 4.143 D_real: 0.016 D_fake: 0.050 +(epoch: 83, iters: 58488, time: 0.291, data: 0.018) G_GAN: 3.400 G_L1: 5.119 D_real: 0.000 D_fake: 0.183 +(epoch: 83, iters: 58588, time: 0.290, data: 0.018) G_GAN: 2.512 G_L1: 4.453 D_real: 0.131 D_fake: 0.185 +(epoch: 83, iters: 58688, time: 0.561, data: 0.019) G_GAN: 5.453 G_L1: 7.166 D_real: 0.000 D_fake: 0.026 +(epoch: 83, iters: 58788, time: 0.293, data: 0.019) G_GAN: 4.576 G_L1: 6.385 D_real: 0.001 D_fake: 0.114 +(epoch: 83, iters: 58888, time: 0.295, data: 0.020) G_GAN: 3.426 G_L1: 3.277 D_real: 0.002 D_fake: 0.109 +(epoch: 83, iters: 58988, time: 0.301, data: 0.020) G_GAN: 3.930 G_L1: 3.470 D_real: 0.001 D_fake: 0.092 +(epoch: 83, iters: 59088, time: 0.414, data: 0.019) G_GAN: 5.184 G_L1: 7.392 D_real: 0.003 D_fake: 0.067 +(epoch: 83, iters: 59188, time: 0.294, data: 0.020) G_GAN: 5.704 G_L1: 8.008 D_real: 0.000 D_fake: 0.059 +(epoch: 83, iters: 59288, time: 0.302, data: 0.019) G_GAN: 3.634 G_L1: 3.994 D_real: 0.008 D_fake: 0.174 +(epoch: 83, iters: 59388, time: 0.294, data: 0.019) G_GAN: 3.969 G_L1: 5.213 D_real: 0.104 D_fake: 0.177 +(epoch: 83, iters: 59488, time: 0.413, data: 0.017) G_GAN: 3.918 G_L1: 4.621 D_real: 0.127 D_fake: 0.527 +(epoch: 83, iters: 59588, time: 0.290, data: 0.019) G_GAN: 4.757 G_L1: 5.532 D_real: 0.219 D_fake: 0.193 +(epoch: 83, iters: 59688, time: 0.293, data: 0.019) G_GAN: 3.120 G_L1: 3.525 D_real: 0.101 D_fake: 0.134 +(epoch: 83, iters: 59788, time: 0.284, data: 0.018) G_GAN: 3.391 G_L1: 3.997 D_real: 0.316 D_fake: 0.067 +(epoch: 83, iters: 59888, time: 0.391, data: 0.017) G_GAN: 3.030 G_L1: 4.471 D_real: 0.006 D_fake: 0.147 +(epoch: 83, iters: 59988, time: 0.303, data: 0.019) G_GAN: 3.709 G_L1: 4.630 D_real: 0.001 D_fake: 0.371 +(epoch: 84, iters: 72, time: 0.304, data: 0.019) G_GAN: 2.230 G_L1: 3.850 D_real: 0.007 D_fake: 0.228 +(epoch: 84, iters: 172, time: 0.303, data: 0.021) G_GAN: 3.254 G_L1: 3.845 D_real: 0.068 D_fake: 0.096 +(epoch: 84, iters: 272, time: 0.626, data: 0.020) G_GAN: 4.154 G_L1: 6.682 D_real: 0.017 D_fake: 0.185 +(epoch: 84, iters: 372, time: 0.303, data: 0.021) G_GAN: 3.474 G_L1: 4.794 D_real: 0.001 D_fake: 0.111 +(epoch: 84, iters: 472, time: 0.288, data: 0.020) G_GAN: 3.614 G_L1: 6.620 D_real: 0.006 D_fake: 0.364 +(epoch: 84, iters: 572, time: 0.302, data: 0.019) G_GAN: 3.410 G_L1: 5.933 D_real: 0.036 D_fake: 0.215 +(epoch: 84, iters: 672, time: 0.609, data: 0.019) G_GAN: 3.121 G_L1: 4.361 D_real: 0.002 D_fake: 0.212 +(epoch: 84, iters: 772, time: 0.293, data: 0.020) G_GAN: 3.515 G_L1: 4.227 D_real: 0.011 D_fake: 0.081 +(epoch: 84, iters: 872, time: 0.303, data: 0.020) G_GAN: 2.670 G_L1: 4.190 D_real: 0.117 D_fake: 0.238 +(epoch: 84, iters: 972, time: 0.296, data: 0.020) G_GAN: 2.913 G_L1: 4.687 D_real: 0.013 D_fake: 0.134 +(epoch: 84, iters: 1072, time: 0.420, data: 0.020) G_GAN: 2.839 G_L1: 4.854 D_real: 0.001 D_fake: 0.131 +(epoch: 84, iters: 1172, time: 0.288, data: 0.020) G_GAN: 3.454 G_L1: 3.895 D_real: 0.002 D_fake: 0.145 +(epoch: 84, iters: 1272, time: 0.297, data: 0.019) G_GAN: 3.469 G_L1: 3.854 D_real: 0.000 D_fake: 0.138 +(epoch: 84, iters: 1372, time: 0.298, data: 0.019) G_GAN: 3.018 G_L1: 6.198 D_real: 0.000 D_fake: 0.199 +(epoch: 84, iters: 1472, time: 0.418, data: 0.022) G_GAN: 3.442 G_L1: 5.650 D_real: 0.015 D_fake: 0.258 +(epoch: 84, iters: 1572, time: 0.296, data: 0.020) G_GAN: 3.662 G_L1: 5.202 D_real: 0.047 D_fake: 0.151 +(epoch: 84, iters: 1672, time: 0.295, data: 0.019) G_GAN: 2.803 G_L1: 3.628 D_real: 0.002 D_fake: 0.131 +(epoch: 84, iters: 1772, time: 0.291, data: 0.019) G_GAN: 2.757 G_L1: 5.128 D_real: 0.117 D_fake: 0.543 +(epoch: 84, iters: 1872, time: 0.383, data: 0.024) G_GAN: 3.467 G_L1: 4.413 D_real: 0.009 D_fake: 0.150 +(epoch: 84, iters: 1972, time: 0.297, data: 0.018) G_GAN: 2.321 G_L1: 4.348 D_real: 0.001 D_fake: 0.326 +(epoch: 84, iters: 2072, time: 0.289, data: 0.021) G_GAN: 4.777 G_L1: 6.809 D_real: 0.059 D_fake: 0.126 +(epoch: 84, iters: 2172, time: 0.293, data: 0.018) G_GAN: 2.893 G_L1: 4.198 D_real: 0.345 D_fake: 0.162 +(epoch: 84, iters: 2272, time: 0.416, data: 0.021) G_GAN: 3.032 G_L1: 5.158 D_real: 0.013 D_fake: 0.098 +(epoch: 84, iters: 2372, time: 0.302, data: 0.019) G_GAN: 3.664 G_L1: 5.014 D_real: 0.002 D_fake: 0.134 +(epoch: 84, iters: 2472, time: 0.304, data: 0.020) G_GAN: 3.230 G_L1: 4.481 D_real: 0.021 D_fake: 0.114 +(epoch: 84, iters: 2572, time: 0.305, data: 0.020) G_GAN: 3.069 G_L1: 5.315 D_real: 0.001 D_fake: 0.228 +(epoch: 84, iters: 2672, time: 0.625, data: 0.020) G_GAN: 3.241 G_L1: 3.960 D_real: 0.614 D_fake: 0.057 +(epoch: 84, iters: 2772, time: 0.303, data: 0.020) G_GAN: 4.234 G_L1: 7.121 D_real: 0.652 D_fake: 0.074 +(epoch: 84, iters: 2872, time: 0.303, data: 0.020) G_GAN: 3.798 G_L1: 5.200 D_real: 0.003 D_fake: 0.141 +(epoch: 84, iters: 2972, time: 0.299, data: 0.019) G_GAN: 4.200 G_L1: 4.198 D_real: 0.056 D_fake: 0.081 +(epoch: 84, iters: 3072, time: 0.398, data: 0.020) G_GAN: 2.462 G_L1: 4.632 D_real: 0.000 D_fake: 0.528 +(epoch: 84, iters: 3172, time: 0.301, data: 0.020) G_GAN: 3.458 G_L1: 4.351 D_real: 0.082 D_fake: 0.251 +(epoch: 84, iters: 3272, time: 0.300, data: 0.019) G_GAN: 3.300 G_L1: 4.338 D_real: 0.017 D_fake: 0.119 +(epoch: 84, iters: 3372, time: 0.303, data: 0.020) G_GAN: 2.490 G_L1: 4.152 D_real: 0.006 D_fake: 0.135 +(epoch: 84, iters: 3472, time: 0.419, data: 0.020) G_GAN: 3.231 G_L1: 5.510 D_real: 0.068 D_fake: 0.523 +(epoch: 84, iters: 3572, time: 0.301, data: 0.020) G_GAN: 3.590 G_L1: 5.208 D_real: 0.015 D_fake: 0.095 +(epoch: 84, iters: 3672, time: 0.302, data: 0.020) G_GAN: 4.007 G_L1: 5.102 D_real: 0.043 D_fake: 0.488 +(epoch: 84, iters: 3772, time: 0.304, data: 0.019) G_GAN: 4.783 G_L1: 4.261 D_real: 0.003 D_fake: 0.043 +(epoch: 84, iters: 3872, time: 0.415, data: 0.019) G_GAN: 2.728 G_L1: 5.728 D_real: 0.006 D_fake: 0.695 +(epoch: 84, iters: 3972, time: 0.292, data: 0.019) G_GAN: 5.538 G_L1: 3.727 D_real: 0.005 D_fake: 0.045 +(epoch: 84, iters: 4072, time: 0.309, data: 0.019) G_GAN: 4.408 G_L1: 4.874 D_real: 0.114 D_fake: 0.034 +(epoch: 84, iters: 4172, time: 0.297, data: 0.019) G_GAN: 1.416 G_L1: 3.751 D_real: 0.063 D_fake: 0.327 +(epoch: 84, iters: 4272, time: 0.382, data: 0.017) G_GAN: 3.798 G_L1: 3.353 D_real: 0.101 D_fake: 0.211 +(epoch: 84, iters: 4372, time: 0.303, data: 0.017) G_GAN: 2.939 G_L1: 5.016 D_real: 0.034 D_fake: 0.142 +(epoch: 84, iters: 4472, time: 0.296, data: 0.019) G_GAN: 4.022 G_L1: 6.008 D_real: 0.008 D_fake: 0.169 +(epoch: 84, iters: 4572, time: 0.293, data: 0.018) G_GAN: 3.304 G_L1: 4.876 D_real: 0.036 D_fake: 0.172 +(epoch: 84, iters: 4672, time: 0.611, data: 0.017) G_GAN: 5.311 G_L1: 5.263 D_real: 0.396 D_fake: 0.015 +(epoch: 84, iters: 4772, time: 0.294, data: 0.018) G_GAN: 4.481 G_L1: 4.162 D_real: 0.086 D_fake: 0.131 +(epoch: 84, iters: 4872, time: 0.300, data: 0.017) G_GAN: 2.956 G_L1: 4.156 D_real: 0.023 D_fake: 0.232 +(epoch: 84, iters: 4972, time: 0.301, data: 0.020) G_GAN: 3.912 G_L1: 8.145 D_real: 0.200 D_fake: 0.115 +(epoch: 84, iters: 5072, time: 0.409, data: 0.019) G_GAN: 2.362 G_L1: 2.969 D_real: 0.307 D_fake: 0.086 +(epoch: 84, iters: 5172, time: 0.300, data: 0.018) G_GAN: 3.042 G_L1: 3.881 D_real: 0.902 D_fake: 0.070 +(epoch: 84, iters: 5272, time: 0.288, data: 0.019) G_GAN: 3.295 G_L1: 4.308 D_real: 0.038 D_fake: 0.131 +(epoch: 84, iters: 5372, time: 0.302, data: 0.018) G_GAN: 3.515 G_L1: 5.256 D_real: 0.042 D_fake: 0.125 +(epoch: 84, iters: 5472, time: 0.419, data: 0.020) G_GAN: 3.509 G_L1: 3.399 D_real: 0.114 D_fake: 0.088 +(epoch: 84, iters: 5572, time: 0.296, data: 0.018) G_GAN: 6.235 G_L1: 5.793 D_real: 0.012 D_fake: 0.014 +(epoch: 84, iters: 5672, time: 0.304, data: 0.018) G_GAN: 4.499 G_L1: 5.863 D_real: 0.091 D_fake: 0.063 +(epoch: 84, iters: 5772, time: 0.304, data: 0.020) G_GAN: 4.371 G_L1: 4.123 D_real: 0.003 D_fake: 0.039 +(epoch: 84, iters: 5872, time: 0.377, data: 0.017) G_GAN: 3.673 G_L1: 4.024 D_real: 0.100 D_fake: 0.077 +(epoch: 84, iters: 5972, time: 0.299, data: 0.016) G_GAN: 4.077 G_L1: 3.580 D_real: 0.042 D_fake: 0.109 +(epoch: 84, iters: 6072, time: 0.303, data: 0.018) G_GAN: 2.573 G_L1: 3.214 D_real: 0.161 D_fake: 0.167 +(epoch: 84, iters: 6172, time: 0.291, data: 0.018) G_GAN: 4.074 G_L1: 4.495 D_real: 0.002 D_fake: 0.094 +(epoch: 84, iters: 6272, time: 0.396, data: 0.018) G_GAN: 4.370 G_L1: 3.655 D_real: 0.037 D_fake: 0.044 +(epoch: 84, iters: 6372, time: 0.294, data: 0.020) G_GAN: 3.941 G_L1: 4.158 D_real: 0.021 D_fake: 0.063 +(epoch: 84, iters: 6472, time: 0.299, data: 0.018) G_GAN: 4.436 G_L1: 4.875 D_real: 0.195 D_fake: 0.197 +(epoch: 84, iters: 6572, time: 0.306, data: 0.023) G_GAN: 3.837 G_L1: 4.550 D_real: 0.008 D_fake: 0.111 +(epoch: 84, iters: 6672, time: 0.622, data: 0.018) G_GAN: 5.307 G_L1: 6.043 D_real: 0.037 D_fake: 0.089 +(epoch: 84, iters: 6772, time: 0.302, data: 0.018) G_GAN: 4.652 G_L1: 4.157 D_real: 0.034 D_fake: 0.044 +(epoch: 84, iters: 6872, time: 0.294, data: 0.019) G_GAN: 4.777 G_L1: 4.856 D_real: 0.007 D_fake: 0.046 +(epoch: 84, iters: 6972, time: 0.300, data: 0.019) G_GAN: 2.928 G_L1: 3.939 D_real: 0.017 D_fake: 0.192 +(epoch: 84, iters: 7072, time: 0.397, data: 0.019) G_GAN: 5.267 G_L1: 3.951 D_real: 0.062 D_fake: 0.429 +(epoch: 84, iters: 7172, time: 0.299, data: 0.018) G_GAN: 3.728 G_L1: 4.042 D_real: 0.014 D_fake: 0.126 +(epoch: 84, iters: 7272, time: 0.292, data: 0.020) G_GAN: 5.919 G_L1: 3.865 D_real: 0.391 D_fake: 0.005 +(epoch: 84, iters: 7372, time: 0.302, data: 0.018) G_GAN: 4.468 G_L1: 3.740 D_real: 0.062 D_fake: 0.044 +(epoch: 84, iters: 7472, time: 0.410, data: 0.020) G_GAN: 4.497 G_L1: 4.688 D_real: 0.038 D_fake: 0.092 +(epoch: 84, iters: 7572, time: 0.291, data: 0.018) G_GAN: 4.167 G_L1: 3.574 D_real: 0.010 D_fake: 0.292 +(epoch: 84, iters: 7672, time: 0.303, data: 0.018) G_GAN: 3.087 G_L1: 2.843 D_real: 0.104 D_fake: 0.182 +(epoch: 84, iters: 7772, time: 0.301, data: 0.018) G_GAN: 3.805 G_L1: 4.289 D_real: 0.000 D_fake: 0.260 +(epoch: 84, iters: 7872, time: 0.421, data: 0.019) G_GAN: 3.568 G_L1: 4.632 D_real: 0.107 D_fake: 0.192 +(epoch: 84, iters: 7972, time: 0.291, data: 0.020) G_GAN: 3.900 G_L1: 5.310 D_real: 0.044 D_fake: 0.110 +(epoch: 84, iters: 8072, time: 0.292, data: 0.019) G_GAN: 4.409 G_L1: 4.275 D_real: 0.028 D_fake: 0.094 +(epoch: 84, iters: 8172, time: 0.304, data: 0.019) G_GAN: 4.073 G_L1: 4.501 D_real: 0.007 D_fake: 0.117 +(epoch: 84, iters: 8272, time: 0.404, data: 0.021) G_GAN: 4.677 G_L1: 6.238 D_real: 0.020 D_fake: 0.037 +(epoch: 84, iters: 8372, time: 0.302, data: 0.018) G_GAN: 3.864 G_L1: 4.476 D_real: 0.000 D_fake: 0.116 +(epoch: 84, iters: 8472, time: 0.284, data: 0.019) G_GAN: 4.604 G_L1: 3.797 D_real: 0.007 D_fake: 0.111 +(epoch: 84, iters: 8572, time: 0.302, data: 0.017) G_GAN: 4.781 G_L1: 5.583 D_real: 0.015 D_fake: 0.058 +(epoch: 84, iters: 8672, time: 0.625, data: 0.020) G_GAN: 4.258 G_L1: 4.494 D_real: 0.000 D_fake: 0.039 +(epoch: 84, iters: 8772, time: 0.298, data: 0.018) G_GAN: 5.158 G_L1: 5.401 D_real: 0.009 D_fake: 0.036 +(epoch: 84, iters: 8872, time: 0.295, data: 0.021) G_GAN: 5.818 G_L1: 4.045 D_real: 0.106 D_fake: 0.006 +(epoch: 84, iters: 8972, time: 0.292, data: 0.018) G_GAN: 5.531 G_L1: 5.036 D_real: 0.000 D_fake: 0.024 +(epoch: 84, iters: 9072, time: 0.414, data: 0.021) G_GAN: 2.922 G_L1: 4.478 D_real: 0.003 D_fake: 0.288 +(epoch: 84, iters: 9172, time: 0.300, data: 0.018) G_GAN: 2.869 G_L1: 3.874 D_real: 0.254 D_fake: 0.102 +(epoch: 84, iters: 9272, time: 0.294, data: 0.019) G_GAN: 3.882 G_L1: 4.548 D_real: 0.111 D_fake: 0.186 +(epoch: 84, iters: 9372, time: 0.297, data: 0.018) G_GAN: 4.335 G_L1: 4.324 D_real: 0.005 D_fake: 0.094 +(epoch: 84, iters: 9472, time: 0.407, data: 0.017) G_GAN: 2.508 G_L1: 3.933 D_real: 0.075 D_fake: 0.330 +(epoch: 84, iters: 9572, time: 0.291, data: 0.016) G_GAN: 3.491 G_L1: 5.238 D_real: 0.019 D_fake: 0.290 +(epoch: 84, iters: 9672, time: 0.294, data: 0.017) G_GAN: 3.541 G_L1: 3.975 D_real: 0.036 D_fake: 0.112 +(epoch: 84, iters: 9772, time: 0.295, data: 0.018) G_GAN: 3.200 G_L1: 4.098 D_real: 0.000 D_fake: 0.075 +(epoch: 84, iters: 9872, time: 0.388, data: 0.024) G_GAN: 2.768 G_L1: 6.840 D_real: 0.002 D_fake: 0.313 +(epoch: 84, iters: 9972, time: 0.295, data: 0.019) G_GAN: 2.647 G_L1: 4.177 D_real: 0.008 D_fake: 0.118 +(epoch: 84, iters: 10072, time: 0.289, data: 0.019) G_GAN: 4.413 G_L1: 5.043 D_real: 0.001 D_fake: 0.068 +(epoch: 84, iters: 10172, time: 0.294, data: 0.019) G_GAN: 4.281 G_L1: 5.238 D_real: 0.035 D_fake: 0.185 +(epoch: 84, iters: 10272, time: 0.423, data: 0.019) G_GAN: 3.814 G_L1: 4.108 D_real: 0.001 D_fake: 0.087 +(epoch: 84, iters: 10372, time: 0.304, data: 0.018) G_GAN: 2.882 G_L1: 4.372 D_real: 0.018 D_fake: 0.139 +(epoch: 84, iters: 10472, time: 0.305, data: 0.017) G_GAN: 2.906 G_L1: 4.753 D_real: 0.000 D_fake: 0.203 +(epoch: 84, iters: 10572, time: 0.301, data: 0.018) G_GAN: 2.815 G_L1: 4.368 D_real: 0.001 D_fake: 0.097 +(epoch: 84, iters: 10672, time: 0.627, data: 0.018) G_GAN: 3.953 G_L1: 5.780 D_real: 0.046 D_fake: 0.085 +(epoch: 84, iters: 10772, time: 0.300, data: 0.019) G_GAN: 3.970 G_L1: 4.601 D_real: 0.006 D_fake: 0.061 +(epoch: 84, iters: 10872, time: 0.295, data: 0.018) G_GAN: 2.997 G_L1: 4.045 D_real: 0.007 D_fake: 0.139 +(epoch: 84, iters: 10972, time: 0.282, data: 0.017) G_GAN: 2.449 G_L1: 4.056 D_real: 0.008 D_fake: 0.097 +(epoch: 84, iters: 11072, time: 0.411, data: 0.017) G_GAN: 4.777 G_L1: 4.861 D_real: 0.188 D_fake: 0.050 +(epoch: 84, iters: 11172, time: 0.266, data: 0.017) G_GAN: 3.160 G_L1: 5.013 D_real: 0.010 D_fake: 0.123 +(epoch: 84, iters: 11272, time: 0.284, data: 0.016) G_GAN: 3.533 G_L1: 4.912 D_real: 0.006 D_fake: 0.503 +(epoch: 84, iters: 11372, time: 0.288, data: 0.018) G_GAN: 2.340 G_L1: 4.079 D_real: 0.279 D_fake: 0.082 +(epoch: 84, iters: 11472, time: 0.406, data: 0.019) G_GAN: 3.429 G_L1: 4.085 D_real: 0.016 D_fake: 0.679 +(epoch: 84, iters: 11572, time: 0.298, data: 0.020) G_GAN: 4.407 G_L1: 4.457 D_real: 0.026 D_fake: 0.081 +(epoch: 84, iters: 11672, time: 0.296, data: 0.018) G_GAN: 4.668 G_L1: 6.078 D_real: 0.474 D_fake: 0.047 +(epoch: 84, iters: 11772, time: 0.285, data: 0.018) G_GAN: 3.942 G_L1: 5.986 D_real: 0.034 D_fake: 0.057 +(epoch: 84, iters: 11872, time: 0.416, data: 0.017) G_GAN: 3.786 G_L1: 5.288 D_real: 0.016 D_fake: 0.153 +(epoch: 84, iters: 11972, time: 0.304, data: 0.018) G_GAN: 2.955 G_L1: 4.515 D_real: 0.106 D_fake: 0.258 +(epoch: 84, iters: 12072, time: 0.292, data: 0.018) G_GAN: 3.810 G_L1: 4.653 D_real: 0.015 D_fake: 0.052 +(epoch: 84, iters: 12172, time: 0.294, data: 0.020) G_GAN: 2.912 G_L1: 5.405 D_real: 0.008 D_fake: 0.289 +(epoch: 84, iters: 12272, time: 0.407, data: 0.019) G_GAN: 3.349 G_L1: 5.303 D_real: 0.002 D_fake: 0.206 +(epoch: 84, iters: 12372, time: 0.285, data: 0.019) G_GAN: 4.185 G_L1: 5.669 D_real: 0.117 D_fake: 0.064 +(epoch: 84, iters: 12472, time: 0.292, data: 0.016) G_GAN: 3.913 G_L1: 5.187 D_real: 0.062 D_fake: 0.044 +(epoch: 84, iters: 12572, time: 0.301, data: 0.017) G_GAN: 1.754 G_L1: 5.009 D_real: 0.157 D_fake: 0.347 +(epoch: 84, iters: 12672, time: 0.615, data: 0.019) G_GAN: 3.775 G_L1: 3.752 D_real: 0.005 D_fake: 0.189 +(epoch: 84, iters: 12772, time: 0.291, data: 0.019) G_GAN: 2.610 G_L1: 4.781 D_real: 0.036 D_fake: 0.180 +(epoch: 84, iters: 12872, time: 0.286, data: 0.018) G_GAN: 3.304 G_L1: 4.908 D_real: 0.025 D_fake: 0.522 +(epoch: 84, iters: 12972, time: 0.292, data: 0.018) G_GAN: 2.945 G_L1: 4.493 D_real: 0.006 D_fake: 0.322 +(epoch: 84, iters: 13072, time: 0.411, data: 0.018) G_GAN: 3.002 G_L1: 3.962 D_real: 0.010 D_fake: 0.151 +(epoch: 84, iters: 13172, time: 0.292, data: 0.018) G_GAN: 3.639 G_L1: 3.509 D_real: 0.015 D_fake: 0.045 +(epoch: 84, iters: 13272, time: 0.293, data: 0.019) G_GAN: 4.240 G_L1: 6.436 D_real: 0.044 D_fake: 0.059 +(epoch: 84, iters: 13372, time: 0.302, data: 0.017) G_GAN: 3.033 G_L1: 5.293 D_real: 0.001 D_fake: 0.133 +(epoch: 84, iters: 13472, time: 0.403, data: 0.019) G_GAN: 3.385 G_L1: 4.120 D_real: 0.017 D_fake: 0.060 +(epoch: 84, iters: 13572, time: 0.289, data: 0.017) G_GAN: 3.488 G_L1: 5.539 D_real: 0.012 D_fake: 0.149 +(epoch: 84, iters: 13672, time: 0.294, data: 0.016) G_GAN: 3.824 G_L1: 4.282 D_real: 0.001 D_fake: 0.188 +(epoch: 84, iters: 13772, time: 0.295, data: 0.019) G_GAN: 2.906 G_L1: 3.919 D_real: 0.032 D_fake: 0.248 +(epoch: 84, iters: 13872, time: 0.419, data: 0.019) G_GAN: 3.111 G_L1: 4.868 D_real: 0.005 D_fake: 0.168 +(epoch: 84, iters: 13972, time: 0.299, data: 0.018) G_GAN: 3.584 G_L1: 4.836 D_real: 0.004 D_fake: 0.064 +(epoch: 84, iters: 14072, time: 0.295, data: 0.019) G_GAN: 3.662 G_L1: 4.328 D_real: 0.008 D_fake: 0.079 +(epoch: 84, iters: 14172, time: 0.295, data: 0.022) G_GAN: 4.426 G_L1: 5.118 D_real: 0.000 D_fake: 0.099 +(epoch: 84, iters: 14272, time: 0.425, data: 0.018) G_GAN: 2.886 G_L1: 6.226 D_real: 0.004 D_fake: 0.585 +(epoch: 84, iters: 14372, time: 0.307, data: 0.021) G_GAN: 4.123 G_L1: 3.446 D_real: 0.002 D_fake: 0.067 +(epoch: 84, iters: 14472, time: 0.304, data: 0.020) G_GAN: 2.924 G_L1: 4.261 D_real: 0.027 D_fake: 0.252 +(epoch: 84, iters: 14572, time: 0.293, data: 0.020) G_GAN: 3.042 G_L1: 4.379 D_real: 0.001 D_fake: 0.281 +(epoch: 84, iters: 14672, time: 0.603, data: 0.021) G_GAN: 3.408 G_L1: 4.441 D_real: 0.005 D_fake: 0.114 +(epoch: 84, iters: 14772, time: 0.303, data: 0.018) G_GAN: 2.170 G_L1: 3.909 D_real: 0.340 D_fake: 0.230 +(epoch: 84, iters: 14872, time: 0.293, data: 0.020) G_GAN: 3.156 G_L1: 5.011 D_real: 0.010 D_fake: 0.338 +(epoch: 84, iters: 14972, time: 0.294, data: 0.019) G_GAN: 2.401 G_L1: 4.162 D_real: 0.040 D_fake: 0.197 +(epoch: 84, iters: 15072, time: 0.388, data: 0.018) G_GAN: 1.907 G_L1: 4.265 D_real: 0.001 D_fake: 0.257 +(epoch: 84, iters: 15172, time: 0.302, data: 0.018) G_GAN: 4.328 G_L1: 4.241 D_real: 0.004 D_fake: 0.207 +(epoch: 84, iters: 15272, time: 0.286, data: 0.020) G_GAN: 2.771 G_L1: 3.919 D_real: 0.002 D_fake: 1.105 +(epoch: 84, iters: 15372, time: 0.297, data: 0.018) G_GAN: 3.238 G_L1: 3.943 D_real: 0.073 D_fake: 0.119 +(epoch: 84, iters: 15472, time: 0.402, data: 0.020) G_GAN: 3.661 G_L1: 4.802 D_real: 0.004 D_fake: 0.167 +(epoch: 84, iters: 15572, time: 0.301, data: 0.018) G_GAN: 2.341 G_L1: 4.289 D_real: 0.006 D_fake: 0.355 +(epoch: 84, iters: 15672, time: 0.295, data: 0.019) G_GAN: 2.580 G_L1: 4.691 D_real: 0.058 D_fake: 0.165 +(epoch: 84, iters: 15772, time: 0.302, data: 0.021) G_GAN: 2.505 G_L1: 5.404 D_real: 0.000 D_fake: 0.310 +(epoch: 84, iters: 15872, time: 0.426, data: 0.022) G_GAN: 3.043 G_L1: 5.260 D_real: 0.006 D_fake: 0.253 +(epoch: 84, iters: 15972, time: 0.299, data: 0.019) G_GAN: 4.660 G_L1: 7.060 D_real: 0.005 D_fake: 0.043 +(epoch: 84, iters: 16072, time: 0.293, data: 0.018) G_GAN: 2.852 G_L1: 4.511 D_real: 0.001 D_fake: 0.135 +(epoch: 84, iters: 16172, time: 0.302, data: 0.019) G_GAN: 3.062 G_L1: 4.286 D_real: 0.002 D_fake: 0.167 +(epoch: 84, iters: 16272, time: 0.416, data: 0.022) G_GAN: 3.213 G_L1: 4.443 D_real: 0.025 D_fake: 0.066 +(epoch: 84, iters: 16372, time: 0.304, data: 0.019) G_GAN: 2.977 G_L1: 3.507 D_real: 0.000 D_fake: 0.353 +(epoch: 84, iters: 16472, time: 0.292, data: 0.020) G_GAN: 3.589 G_L1: 6.173 D_real: 0.004 D_fake: 0.231 +(epoch: 84, iters: 16572, time: 0.297, data: 0.019) G_GAN: 2.437 G_L1: 5.070 D_real: 0.000 D_fake: 0.240 +(epoch: 84, iters: 16672, time: 0.592, data: 0.020) G_GAN: 2.761 G_L1: 4.832 D_real: 0.298 D_fake: 0.267 +(epoch: 84, iters: 16772, time: 0.303, data: 0.020) G_GAN: 1.546 G_L1: 3.775 D_real: 0.314 D_fake: 0.594 +(epoch: 84, iters: 16872, time: 0.297, data: 0.020) G_GAN: 1.994 G_L1: 5.634 D_real: 0.054 D_fake: 0.229 +(epoch: 84, iters: 16972, time: 0.303, data: 0.020) G_GAN: 3.373 G_L1: 3.806 D_real: 0.000 D_fake: 0.192 +(epoch: 84, iters: 17072, time: 0.426, data: 0.019) G_GAN: 2.228 G_L1: 4.968 D_real: 0.000 D_fake: 0.401 +(epoch: 84, iters: 17172, time: 0.303, data: 0.019) G_GAN: 3.131 G_L1: 4.626 D_real: 0.000 D_fake: 0.173 +(epoch: 84, iters: 17272, time: 0.298, data: 0.018) G_GAN: 6.125 G_L1: 8.485 D_real: 0.037 D_fake: 0.030 +(epoch: 84, iters: 17372, time: 0.306, data: 0.019) G_GAN: 5.472 G_L1: 3.827 D_real: 0.005 D_fake: 0.012 +(epoch: 84, iters: 17472, time: 0.388, data: 0.020) G_GAN: 4.907 G_L1: 5.762 D_real: 0.000 D_fake: 0.059 +(epoch: 84, iters: 17572, time: 0.295, data: 0.020) G_GAN: 3.280 G_L1: 5.317 D_real: 0.364 D_fake: 0.061 +(epoch: 84, iters: 17672, time: 0.301, data: 0.018) G_GAN: 4.085 G_L1: 4.087 D_real: 0.000 D_fake: 0.053 +(epoch: 84, iters: 17772, time: 0.303, data: 0.020) G_GAN: 3.112 G_L1: 5.453 D_real: 0.006 D_fake: 0.271 +(epoch: 84, iters: 17872, time: 0.392, data: 0.020) G_GAN: 4.166 G_L1: 3.411 D_real: 0.093 D_fake: 0.072 +(epoch: 84, iters: 17972, time: 0.307, data: 0.018) G_GAN: 3.262 G_L1: 3.329 D_real: 0.070 D_fake: 0.136 +(epoch: 84, iters: 18072, time: 0.296, data: 0.018) G_GAN: 7.045 G_L1: 5.002 D_real: 0.087 D_fake: 0.005 +(epoch: 84, iters: 18172, time: 0.288, data: 0.018) G_GAN: 2.925 G_L1: 3.946 D_real: 0.000 D_fake: 0.510 +(epoch: 84, iters: 18272, time: 0.421, data: 0.018) G_GAN: 4.767 G_L1: 3.835 D_real: 0.037 D_fake: 0.058 +(epoch: 84, iters: 18372, time: 0.287, data: 0.019) G_GAN: 2.192 G_L1: 4.230 D_real: 0.001 D_fake: 0.537 +(epoch: 84, iters: 18472, time: 0.294, data: 0.024) G_GAN: 4.095 G_L1: 4.700 D_real: 0.001 D_fake: 0.108 +(epoch: 84, iters: 18572, time: 0.300, data: 0.018) G_GAN: 4.889 G_L1: 5.052 D_real: 0.049 D_fake: 0.546 +(epoch: 84, iters: 18672, time: 0.625, data: 0.019) G_GAN: 3.015 G_L1: 4.827 D_real: 0.005 D_fake: 0.099 +(epoch: 84, iters: 18772, time: 0.286, data: 0.019) G_GAN: 2.474 G_L1: 4.139 D_real: 0.006 D_fake: 0.192 +(epoch: 84, iters: 18872, time: 0.296, data: 0.017) G_GAN: 3.648 G_L1: 4.257 D_real: 0.000 D_fake: 0.063 +(epoch: 84, iters: 18972, time: 0.297, data: 0.020) G_GAN: 5.523 G_L1: 5.323 D_real: 0.000 D_fake: 0.198 +(epoch: 84, iters: 19072, time: 0.417, data: 0.019) G_GAN: 4.108 G_L1: 4.149 D_real: 0.001 D_fake: 0.085 +(epoch: 84, iters: 19172, time: 0.299, data: 0.020) G_GAN: 3.766 G_L1: 4.107 D_real: 0.000 D_fake: 0.143 +(epoch: 84, iters: 19272, time: 0.303, data: 0.019) G_GAN: 3.684 G_L1: 8.053 D_real: 0.000 D_fake: 0.088 +(epoch: 84, iters: 19372, time: 0.303, data: 0.018) G_GAN: 3.175 G_L1: 5.117 D_real: 0.006 D_fake: 0.102 +(epoch: 84, iters: 19472, time: 0.422, data: 0.020) G_GAN: 5.283 G_L1: 7.251 D_real: 0.000 D_fake: 0.017 +(epoch: 84, iters: 19572, time: 0.292, data: 0.018) G_GAN: 2.642 G_L1: 7.521 D_real: 0.012 D_fake: 0.224 +(epoch: 84, iters: 19672, time: 0.291, data: 0.019) G_GAN: 2.566 G_L1: 5.492 D_real: 0.000 D_fake: 0.245 +(epoch: 84, iters: 19772, time: 0.300, data: 0.019) G_GAN: 2.517 G_L1: 4.971 D_real: 0.002 D_fake: 0.249 +(epoch: 84, iters: 19872, time: 0.391, data: 0.019) G_GAN: 2.350 G_L1: 4.376 D_real: 0.002 D_fake: 0.256 +(epoch: 84, iters: 19972, time: 0.297, data: 0.019) G_GAN: 2.775 G_L1: 4.286 D_real: 0.018 D_fake: 0.139 +(epoch: 84, iters: 20072, time: 0.299, data: 0.019) G_GAN: 2.970 G_L1: 4.497 D_real: 0.001 D_fake: 0.334 +(epoch: 84, iters: 20172, time: 0.284, data: 0.018) G_GAN: 1.679 G_L1: 5.293 D_real: 0.022 D_fake: 0.815 +(epoch: 84, iters: 20272, time: 0.417, data: 0.018) G_GAN: 2.252 G_L1: 4.831 D_real: 0.002 D_fake: 0.339 +(epoch: 84, iters: 20372, time: 0.288, data: 0.018) G_GAN: 4.989 G_L1: 6.328 D_real: 0.008 D_fake: 0.050 +(epoch: 84, iters: 20472, time: 0.294, data: 0.020) G_GAN: 3.530 G_L1: 4.658 D_real: 0.000 D_fake: 0.050 +(epoch: 84, iters: 20572, time: 0.303, data: 0.019) G_GAN: 2.214 G_L1: 4.736 D_real: 0.138 D_fake: 0.263 +(epoch: 84, iters: 20672, time: 0.616, data: 0.019) G_GAN: 4.372 G_L1: 5.774 D_real: 0.013 D_fake: 0.122 +(epoch: 84, iters: 20772, time: 0.286, data: 0.019) G_GAN: 2.892 G_L1: 4.723 D_real: 0.000 D_fake: 0.167 +(epoch: 84, iters: 20872, time: 0.302, data: 0.019) G_GAN: 4.774 G_L1: 5.775 D_real: 0.043 D_fake: 0.219 +(epoch: 84, iters: 20972, time: 0.280, data: 0.020) G_GAN: 3.252 G_L1: 4.195 D_real: 0.001 D_fake: 0.113 +(epoch: 84, iters: 21072, time: 0.417, data: 0.017) G_GAN: 3.123 G_L1: 4.003 D_real: 0.002 D_fake: 0.159 +(epoch: 84, iters: 21172, time: 0.304, data: 0.019) G_GAN: 2.177 G_L1: 4.592 D_real: 0.003 D_fake: 0.283 +(epoch: 84, iters: 21272, time: 0.301, data: 0.020) G_GAN: 2.075 G_L1: 4.128 D_real: 0.015 D_fake: 0.505 +(epoch: 84, iters: 21372, time: 0.300, data: 0.019) G_GAN: 2.353 G_L1: 3.721 D_real: 0.009 D_fake: 0.408 +(epoch: 84, iters: 21472, time: 0.406, data: 0.021) G_GAN: 3.306 G_L1: 3.942 D_real: 0.010 D_fake: 0.077 +(epoch: 84, iters: 21572, time: 0.300, data: 0.039) G_GAN: 4.410 G_L1: 4.941 D_real: 0.002 D_fake: 0.110 +(epoch: 84, iters: 21672, time: 0.299, data: 0.019) G_GAN: 3.196 G_L1: 6.007 D_real: 0.001 D_fake: 0.642 +(epoch: 84, iters: 21772, time: 0.302, data: 0.019) G_GAN: 4.285 G_L1: 6.142 D_real: 0.085 D_fake: 0.213 +(epoch: 84, iters: 21872, time: 0.387, data: 0.020) G_GAN: 3.113 G_L1: 4.691 D_real: 0.074 D_fake: 0.214 +(epoch: 84, iters: 21972, time: 0.299, data: 0.019) G_GAN: 2.629 G_L1: 3.633 D_real: 0.000 D_fake: 0.356 +(epoch: 84, iters: 22072, time: 0.294, data: 0.019) G_GAN: 3.884 G_L1: 5.386 D_real: 0.009 D_fake: 0.290 +(epoch: 84, iters: 22172, time: 0.306, data: 0.016) G_GAN: 4.491 G_L1: 4.168 D_real: 0.001 D_fake: 0.107 +(epoch: 84, iters: 22272, time: 0.426, data: 0.021) G_GAN: 4.047 G_L1: 4.872 D_real: 0.071 D_fake: 0.104 +(epoch: 84, iters: 22372, time: 0.303, data: 0.018) G_GAN: 5.063 G_L1: 4.159 D_real: 0.399 D_fake: 0.014 +(epoch: 84, iters: 22472, time: 0.298, data: 0.021) G_GAN: 4.139 G_L1: 6.348 D_real: 0.034 D_fake: 0.066 +(epoch: 84, iters: 22572, time: 0.303, data: 0.018) G_GAN: 3.246 G_L1: 3.786 D_real: 0.269 D_fake: 0.126 +(epoch: 84, iters: 22672, time: 0.622, data: 0.019) G_GAN: 3.902 G_L1: 8.397 D_real: 0.190 D_fake: 0.057 +(epoch: 84, iters: 22772, time: 0.295, data: 0.020) G_GAN: 3.205 G_L1: 4.385 D_real: 0.000 D_fake: 0.168 +(epoch: 84, iters: 22872, time: 0.298, data: 0.019) G_GAN: 3.929 G_L1: 4.173 D_real: 0.044 D_fake: 0.037 +(epoch: 84, iters: 22972, time: 0.295, data: 0.019) G_GAN: 2.802 G_L1: 5.381 D_real: 0.304 D_fake: 0.433 +(epoch: 84, iters: 23072, time: 0.392, data: 0.022) G_GAN: 2.923 G_L1: 5.906 D_real: 0.003 D_fake: 0.215 +(epoch: 84, iters: 23172, time: 0.286, data: 0.019) G_GAN: 3.452 G_L1: 6.761 D_real: 0.293 D_fake: 0.117 +(epoch: 84, iters: 23272, time: 0.295, data: 0.017) G_GAN: 3.929 G_L1: 6.634 D_real: 0.063 D_fake: 0.099 +(epoch: 84, iters: 23372, time: 0.300, data: 0.017) G_GAN: 2.797 G_L1: 4.573 D_real: 0.001 D_fake: 0.173 +(epoch: 84, iters: 23472, time: 0.389, data: 0.020) G_GAN: 3.556 G_L1: 3.611 D_real: 0.040 D_fake: 0.081 +(epoch: 84, iters: 23572, time: 0.295, data: 0.019) G_GAN: 3.543 G_L1: 5.329 D_real: 0.066 D_fake: 0.073 +(epoch: 84, iters: 23672, time: 0.304, data: 0.018) G_GAN: 2.653 G_L1: 4.512 D_real: 0.001 D_fake: 0.195 +(epoch: 84, iters: 23772, time: 0.301, data: 0.018) G_GAN: 2.683 G_L1: 4.736 D_real: 0.000 D_fake: 0.179 +(epoch: 84, iters: 23872, time: 0.424, data: 0.020) G_GAN: 3.178 G_L1: 5.314 D_real: 0.013 D_fake: 0.110 +(epoch: 84, iters: 23972, time: 0.285, data: 0.019) G_GAN: 2.977 G_L1: 5.217 D_real: 0.001 D_fake: 0.205 +(epoch: 84, iters: 24072, time: 0.302, data: 0.017) G_GAN: 2.997 G_L1: 6.432 D_real: 0.001 D_fake: 0.150 +(epoch: 84, iters: 24172, time: 0.305, data: 0.019) G_GAN: 3.633 G_L1: 4.393 D_real: 0.001 D_fake: 0.108 +(epoch: 84, iters: 24272, time: 0.421, data: 0.020) G_GAN: 4.639 G_L1: 6.852 D_real: 0.002 D_fake: 0.110 +(epoch: 84, iters: 24372, time: 0.302, data: 0.018) G_GAN: 3.860 G_L1: 5.089 D_real: 0.017 D_fake: 0.076 +(epoch: 84, iters: 24472, time: 0.303, data: 0.019) G_GAN: 5.520 G_L1: 9.066 D_real: 0.353 D_fake: 0.050 +(epoch: 84, iters: 24572, time: 0.296, data: 0.018) G_GAN: 3.365 G_L1: 4.398 D_real: 0.002 D_fake: 0.059 +(epoch: 84, iters: 24672, time: 0.665, data: 0.019) G_GAN: 2.446 G_L1: 4.391 D_real: 0.000 D_fake: 0.171 +(epoch: 84, iters: 24772, time: 0.300, data: 0.019) G_GAN: 2.837 G_L1: 4.016 D_real: 0.010 D_fake: 0.145 +(epoch: 84, iters: 24872, time: 0.303, data: 0.018) G_GAN: 3.082 G_L1: 4.451 D_real: 0.012 D_fake: 0.290 +(epoch: 84, iters: 24972, time: 0.282, data: 0.019) G_GAN: 2.710 G_L1: 5.121 D_real: 0.242 D_fake: 0.190 +(epoch: 84, iters: 25072, time: 0.417, data: 0.015) G_GAN: 2.084 G_L1: 3.712 D_real: 0.001 D_fake: 0.450 +(epoch: 84, iters: 25172, time: 0.284, data: 0.019) G_GAN: 4.064 G_L1: 8.547 D_real: 0.002 D_fake: 0.076 +(epoch: 84, iters: 25272, time: 0.300, data: 0.018) G_GAN: 4.747 G_L1: 3.846 D_real: 0.067 D_fake: 0.056 +(epoch: 84, iters: 25372, time: 0.299, data: 0.020) G_GAN: 3.186 G_L1: 4.843 D_real: 0.001 D_fake: 0.219 +(epoch: 84, iters: 25472, time: 0.420, data: 0.019) G_GAN: 3.518 G_L1: 5.838 D_real: 0.004 D_fake: 0.065 +(epoch: 84, iters: 25572, time: 0.298, data: 0.024) G_GAN: 2.521 G_L1: 3.928 D_real: 0.006 D_fake: 0.138 +(epoch: 84, iters: 25672, time: 0.287, data: 0.020) G_GAN: 1.943 G_L1: 4.012 D_real: 0.001 D_fake: 0.482 +(epoch: 84, iters: 25772, time: 0.294, data: 0.018) G_GAN: 4.873 G_L1: 6.277 D_real: 0.000 D_fake: 0.026 +(epoch: 84, iters: 25872, time: 0.391, data: 0.019) G_GAN: 3.035 G_L1: 5.115 D_real: 0.000 D_fake: 0.121 +(epoch: 84, iters: 25972, time: 0.303, data: 0.019) G_GAN: 2.992 G_L1: 3.328 D_real: 0.002 D_fake: 0.128 +(epoch: 84, iters: 26072, time: 0.299, data: 0.019) G_GAN: 3.736 G_L1: 4.759 D_real: 0.005 D_fake: 0.115 +(epoch: 84, iters: 26172, time: 0.296, data: 0.019) G_GAN: 2.881 G_L1: 5.349 D_real: 0.002 D_fake: 0.187 +(epoch: 84, iters: 26272, time: 0.418, data: 0.018) G_GAN: 3.635 G_L1: 4.683 D_real: 0.001 D_fake: 0.091 +(epoch: 84, iters: 26372, time: 0.296, data: 0.019) G_GAN: 2.562 G_L1: 4.270 D_real: 0.000 D_fake: 0.175 +(epoch: 84, iters: 26472, time: 0.292, data: 0.017) G_GAN: 3.812 G_L1: 3.770 D_real: 0.001 D_fake: 0.114 +(epoch: 84, iters: 26572, time: 0.303, data: 0.018) G_GAN: 3.541 G_L1: 6.438 D_real: 0.026 D_fake: 0.198 +(epoch: 84, iters: 26672, time: 0.643, data: 0.020) G_GAN: 2.444 G_L1: 5.334 D_real: 0.000 D_fake: 0.484 +(epoch: 84, iters: 26772, time: 0.295, data: 0.019) G_GAN: 4.252 G_L1: 7.432 D_real: 0.003 D_fake: 0.065 +(epoch: 84, iters: 26872, time: 0.299, data: 0.018) G_GAN: 2.785 G_L1: 6.066 D_real: 0.513 D_fake: 0.399 +(epoch: 84, iters: 26972, time: 0.303, data: 0.020) G_GAN: 2.504 G_L1: 4.432 D_real: 0.000 D_fake: 0.431 +(epoch: 84, iters: 27072, time: 0.420, data: 0.021) G_GAN: 2.381 G_L1: 5.448 D_real: 0.002 D_fake: 0.499 +(epoch: 84, iters: 27172, time: 0.301, data: 0.023) G_GAN: 3.031 G_L1: 5.007 D_real: 0.032 D_fake: 0.172 +(epoch: 84, iters: 27272, time: 0.293, data: 0.020) G_GAN: 2.901 G_L1: 4.113 D_real: 0.000 D_fake: 0.221 +(epoch: 84, iters: 27372, time: 0.291, data: 0.017) G_GAN: 3.892 G_L1: 4.772 D_real: 0.001 D_fake: 0.041 +(epoch: 84, iters: 27472, time: 0.395, data: 0.019) G_GAN: 1.705 G_L1: 4.060 D_real: 0.000 D_fake: 1.086 +(epoch: 84, iters: 27572, time: 0.306, data: 0.019) G_GAN: 2.417 G_L1: 3.957 D_real: 0.000 D_fake: 0.133 +(epoch: 84, iters: 27672, time: 0.297, data: 0.019) G_GAN: 2.005 G_L1: 3.419 D_real: 0.000 D_fake: 0.340 +(epoch: 84, iters: 27772, time: 0.300, data: 0.019) G_GAN: 3.339 G_L1: 4.483 D_real: 0.000 D_fake: 0.184 +(epoch: 84, iters: 27872, time: 0.427, data: 0.020) G_GAN: 2.117 G_L1: 4.345 D_real: 0.000 D_fake: 0.251 +(epoch: 84, iters: 27972, time: 0.299, data: 0.018) G_GAN: 2.662 G_L1: 4.719 D_real: 0.001 D_fake: 0.296 +(epoch: 84, iters: 28072, time: 0.299, data: 0.020) G_GAN: 2.351 G_L1: 7.572 D_real: 0.004 D_fake: 0.583 +(epoch: 84, iters: 28172, time: 0.295, data: 0.021) G_GAN: 3.599 G_L1: 6.689 D_real: 0.052 D_fake: 0.099 +(epoch: 84, iters: 28272, time: 0.414, data: 0.018) G_GAN: 3.310 G_L1: 5.145 D_real: 0.002 D_fake: 0.186 +(epoch: 84, iters: 28372, time: 0.298, data: 0.018) G_GAN: 1.942 G_L1: 3.886 D_real: 0.000 D_fake: 0.499 +(epoch: 84, iters: 28472, time: 0.300, data: 0.019) G_GAN: 2.335 G_L1: 5.516 D_real: 0.000 D_fake: 0.399 +(epoch: 84, iters: 28572, time: 0.301, data: 0.019) G_GAN: 3.390 G_L1: 3.920 D_real: 0.000 D_fake: 0.275 +(epoch: 84, iters: 28672, time: 0.627, data: 0.018) G_GAN: 3.664 G_L1: 5.859 D_real: 0.021 D_fake: 0.131 +(epoch: 84, iters: 28772, time: 0.279, data: 0.019) G_GAN: 2.512 G_L1: 6.228 D_real: 0.000 D_fake: 0.412 +(epoch: 84, iters: 28872, time: 0.303, data: 0.018) G_GAN: 2.507 G_L1: 4.575 D_real: 0.026 D_fake: 0.579 +(epoch: 84, iters: 28972, time: 0.299, data: 0.020) G_GAN: 4.026 G_L1: 2.701 D_real: 0.119 D_fake: 0.053 +(epoch: 84, iters: 29072, time: 0.374, data: 0.018) G_GAN: 2.737 G_L1: 4.539 D_real: 0.250 D_fake: 0.346 +(epoch: 84, iters: 29172, time: 0.306, data: 0.017) G_GAN: 2.671 G_L1: 4.818 D_real: 0.004 D_fake: 0.740 +(epoch: 84, iters: 29272, time: 0.305, data: 0.018) G_GAN: 2.919 G_L1: 3.788 D_real: 0.017 D_fake: 0.287 +(epoch: 84, iters: 29372, time: 0.302, data: 0.019) G_GAN: 3.165 G_L1: 4.141 D_real: 0.036 D_fake: 0.414 +(epoch: 84, iters: 29472, time: 0.409, data: 0.019) G_GAN: 2.171 G_L1: 4.282 D_real: 0.004 D_fake: 0.649 +(epoch: 84, iters: 29572, time: 0.271, data: 0.020) G_GAN: 2.622 G_L1: 3.850 D_real: 0.019 D_fake: 0.530 +(epoch: 84, iters: 29672, time: 0.292, data: 0.017) G_GAN: 4.866 G_L1: 6.119 D_real: 0.005 D_fake: 0.120 +(epoch: 84, iters: 29772, time: 0.288, data: 0.018) G_GAN: 3.869 G_L1: 4.093 D_real: 0.001 D_fake: 0.072 +(epoch: 84, iters: 29872, time: 0.392, data: 0.018) G_GAN: 2.300 G_L1: 3.721 D_real: 0.000 D_fake: 0.621 +(epoch: 84, iters: 29972, time: 0.286, data: 0.019) G_GAN: 3.142 G_L1: 6.838 D_real: 0.044 D_fake: 0.284 +(epoch: 84, iters: 30072, time: 0.297, data: 0.017) G_GAN: 4.428 G_L1: 7.565 D_real: 0.100 D_fake: 0.147 +(epoch: 84, iters: 30172, time: 0.308, data: 0.019) G_GAN: 3.288 G_L1: 4.261 D_real: 0.015 D_fake: 0.222 +(epoch: 84, iters: 30272, time: 0.403, data: 0.020) G_GAN: 3.539 G_L1: 3.823 D_real: 0.000 D_fake: 0.292 +(epoch: 84, iters: 30372, time: 0.303, data: 0.019) G_GAN: 3.273 G_L1: 4.402 D_real: 0.001 D_fake: 0.279 +(epoch: 84, iters: 30472, time: 0.304, data: 0.020) G_GAN: 2.930 G_L1: 4.484 D_real: 0.000 D_fake: 0.180 +(epoch: 84, iters: 30572, time: 0.300, data: 0.030) G_GAN: 4.038 G_L1: 5.811 D_real: 0.002 D_fake: 0.160 +(epoch: 84, iters: 30672, time: 0.590, data: 0.021) G_GAN: 3.906 G_L1: 5.467 D_real: 0.015 D_fake: 0.082 +(epoch: 84, iters: 30772, time: 0.301, data: 0.018) G_GAN: 3.217 G_L1: 6.016 D_real: 0.008 D_fake: 0.298 +(epoch: 84, iters: 30872, time: 0.300, data: 0.020) G_GAN: 2.529 G_L1: 4.862 D_real: 0.001 D_fake: 0.220 +(epoch: 84, iters: 30972, time: 0.303, data: 0.019) G_GAN: 2.311 G_L1: 3.627 D_real: 0.005 D_fake: 0.724 +(epoch: 84, iters: 31072, time: 0.413, data: 0.020) G_GAN: 2.898 G_L1: 5.334 D_real: 0.009 D_fake: 0.135 +(epoch: 84, iters: 31172, time: 0.301, data: 0.019) G_GAN: 2.613 G_L1: 4.989 D_real: 0.000 D_fake: 0.172 +(epoch: 84, iters: 31272, time: 0.293, data: 0.019) G_GAN: 2.176 G_L1: 5.686 D_real: 0.002 D_fake: 0.533 +(epoch: 84, iters: 31372, time: 0.293, data: 0.019) G_GAN: 2.981 G_L1: 6.278 D_real: 0.001 D_fake: 0.182 +(epoch: 84, iters: 31472, time: 0.429, data: 0.017) G_GAN: 2.979 G_L1: 5.171 D_real: 0.000 D_fake: 0.876 +(epoch: 84, iters: 31572, time: 0.296, data: 0.019) G_GAN: 2.086 G_L1: 6.847 D_real: 0.020 D_fake: 0.323 +(epoch: 84, iters: 31672, time: 0.306, data: 0.018) G_GAN: 2.040 G_L1: 5.048 D_real: 0.006 D_fake: 0.363 +(epoch: 84, iters: 31772, time: 0.301, data: 0.019) G_GAN: 3.189 G_L1: 3.740 D_real: 0.000 D_fake: 0.085 +(epoch: 84, iters: 31872, time: 0.418, data: 0.020) G_GAN: 2.796 G_L1: 6.342 D_real: 0.000 D_fake: 0.387 +(epoch: 84, iters: 31972, time: 0.298, data: 0.019) G_GAN: 2.904 G_L1: 5.275 D_real: 0.006 D_fake: 0.711 +(epoch: 84, iters: 32072, time: 0.294, data: 0.019) G_GAN: 3.778 G_L1: 7.822 D_real: 0.012 D_fake: 0.148 +(epoch: 84, iters: 32172, time: 0.294, data: 0.019) G_GAN: 3.541 G_L1: 4.958 D_real: 0.001 D_fake: 0.103 +(epoch: 84, iters: 32272, time: 0.407, data: 0.020) G_GAN: 1.971 G_L1: 4.989 D_real: 0.002 D_fake: 0.373 +(epoch: 84, iters: 32372, time: 0.295, data: 0.018) G_GAN: 3.290 G_L1: 4.267 D_real: 0.175 D_fake: 0.074 +(epoch: 84, iters: 32472, time: 0.290, data: 0.022) G_GAN: 2.471 G_L1: 3.936 D_real: 0.001 D_fake: 0.183 +(epoch: 84, iters: 32572, time: 0.296, data: 0.018) G_GAN: 2.196 G_L1: 3.945 D_real: 0.000 D_fake: 0.191 +(epoch: 84, iters: 32672, time: 0.563, data: 0.023) G_GAN: 2.679 G_L1: 3.001 D_real: 0.001 D_fake: 0.112 +(epoch: 84, iters: 32772, time: 0.296, data: 0.018) G_GAN: 3.858 G_L1: 4.764 D_real: 0.000 D_fake: 0.033 +(epoch: 84, iters: 32872, time: 0.308, data: 0.019) G_GAN: 3.933 G_L1: 4.639 D_real: 0.015 D_fake: 0.056 +(epoch: 84, iters: 32972, time: 0.305, data: 0.020) G_GAN: 1.756 G_L1: 4.153 D_real: 0.068 D_fake: 0.426 +(epoch: 84, iters: 33072, time: 0.428, data: 0.019) G_GAN: 2.672 G_L1: 5.728 D_real: 0.004 D_fake: 0.554 +(epoch: 84, iters: 33172, time: 0.307, data: 0.020) G_GAN: 3.521 G_L1: 4.486 D_real: 0.023 D_fake: 0.087 +(epoch: 84, iters: 33272, time: 0.298, data: 0.019) G_GAN: 2.227 G_L1: 5.369 D_real: 0.000 D_fake: 0.877 +(epoch: 84, iters: 33372, time: 0.288, data: 0.019) G_GAN: 1.968 G_L1: 4.339 D_real: 0.056 D_fake: 1.094 +(epoch: 84, iters: 33472, time: 0.396, data: 0.019) G_GAN: 2.066 G_L1: 4.221 D_real: 0.104 D_fake: 0.259 +(epoch: 84, iters: 33572, time: 0.303, data: 0.021) G_GAN: 2.167 G_L1: 4.561 D_real: 0.006 D_fake: 0.400 +(epoch: 84, iters: 33672, time: 0.302, data: 0.020) G_GAN: 2.522 G_L1: 3.427 D_real: 0.243 D_fake: 0.192 +(epoch: 84, iters: 33772, time: 0.297, data: 0.020) G_GAN: 2.126 G_L1: 3.868 D_real: 0.006 D_fake: 0.171 +(epoch: 84, iters: 33872, time: 0.423, data: 0.020) G_GAN: 3.391 G_L1: 7.530 D_real: 0.017 D_fake: 0.178 +(epoch: 84, iters: 33972, time: 0.297, data: 0.020) G_GAN: 2.764 G_L1: 4.753 D_real: 0.042 D_fake: 0.302 +(epoch: 84, iters: 34072, time: 0.302, data: 0.019) G_GAN: 1.954 G_L1: 4.017 D_real: 0.021 D_fake: 0.320 +(epoch: 84, iters: 34172, time: 0.295, data: 0.020) G_GAN: 2.212 G_L1: 4.717 D_real: 0.006 D_fake: 0.190 +(epoch: 84, iters: 34272, time: 0.413, data: 0.019) G_GAN: 4.247 G_L1: 3.407 D_real: 0.133 D_fake: 0.039 +(epoch: 84, iters: 34372, time: 0.298, data: 0.019) G_GAN: 3.506 G_L1: 4.611 D_real: 0.004 D_fake: 0.203 +(epoch: 84, iters: 34472, time: 0.299, data: 0.020) G_GAN: 2.815 G_L1: 6.085 D_real: 0.757 D_fake: 0.180 +(epoch: 84, iters: 34572, time: 0.295, data: 0.019) G_GAN: 3.427 G_L1: 7.200 D_real: 0.020 D_fake: 0.236 +(epoch: 84, iters: 34672, time: 0.569, data: 0.017) G_GAN: 3.088 G_L1: 4.245 D_real: 0.000 D_fake: 0.143 +(epoch: 84, iters: 34772, time: 0.294, data: 0.019) G_GAN: 2.525 G_L1: 5.666 D_real: 0.036 D_fake: 0.648 +(epoch: 84, iters: 34872, time: 0.295, data: 0.017) G_GAN: 4.837 G_L1: 4.833 D_real: 0.003 D_fake: 0.036 +(epoch: 84, iters: 34972, time: 0.306, data: 0.019) G_GAN: 2.679 G_L1: 4.130 D_real: 0.066 D_fake: 0.276 +(epoch: 84, iters: 35072, time: 0.396, data: 0.019) G_GAN: 3.277 G_L1: 4.332 D_real: 0.335 D_fake: 0.087 +(epoch: 84, iters: 35172, time: 0.296, data: 0.019) G_GAN: 2.749 G_L1: 4.257 D_real: 0.010 D_fake: 0.104 +(epoch: 84, iters: 35272, time: 0.296, data: 0.019) G_GAN: 3.497 G_L1: 4.619 D_real: 0.138 D_fake: 0.221 +(epoch: 84, iters: 35372, time: 0.290, data: 0.018) G_GAN: 3.260 G_L1: 4.906 D_real: 0.030 D_fake: 0.140 +(epoch: 84, iters: 35472, time: 0.424, data: 0.019) G_GAN: 2.023 G_L1: 4.003 D_real: 0.052 D_fake: 0.569 +(epoch: 84, iters: 35572, time: 0.302, data: 0.020) G_GAN: 4.285 G_L1: 6.091 D_real: 0.052 D_fake: 0.104 +(epoch: 84, iters: 35672, time: 0.304, data: 0.021) G_GAN: 4.423 G_L1: 6.265 D_real: 0.221 D_fake: 0.490 +(epoch: 84, iters: 35772, time: 0.303, data: 0.020) G_GAN: 3.933 G_L1: 5.287 D_real: 0.032 D_fake: 0.063 +(epoch: 84, iters: 35872, time: 0.418, data: 0.019) G_GAN: 3.299 G_L1: 4.401 D_real: 0.016 D_fake: 0.132 +(epoch: 84, iters: 35972, time: 0.302, data: 0.020) G_GAN: 3.722 G_L1: 5.525 D_real: 0.026 D_fake: 0.073 +(epoch: 84, iters: 36072, time: 0.304, data: 0.019) G_GAN: 2.644 G_L1: 4.660 D_real: 0.001 D_fake: 0.159 +(epoch: 84, iters: 36172, time: 0.286, data: 0.019) G_GAN: 2.566 G_L1: 4.417 D_real: 0.134 D_fake: 0.138 +(epoch: 84, iters: 36272, time: 0.413, data: 0.017) G_GAN: 2.439 G_L1: 4.463 D_real: 0.304 D_fake: 0.399 +(epoch: 84, iters: 36372, time: 0.300, data: 0.018) G_GAN: 3.412 G_L1: 3.494 D_real: 0.011 D_fake: 0.174 +(epoch: 84, iters: 36472, time: 0.301, data: 0.040) G_GAN: 5.525 G_L1: 4.507 D_real: 0.006 D_fake: 0.072 +(epoch: 84, iters: 36572, time: 0.303, data: 0.020) G_GAN: 2.519 G_L1: 2.939 D_real: 0.111 D_fake: 0.211 +(epoch: 84, iters: 36672, time: 0.601, data: 0.020) G_GAN: 3.249 G_L1: 3.967 D_real: 0.042 D_fake: 0.069 +(epoch: 84, iters: 36772, time: 0.301, data: 0.019) G_GAN: 4.086 G_L1: 6.222 D_real: 0.003 D_fake: 0.107 +(epoch: 84, iters: 36872, time: 0.306, data: 0.020) G_GAN: 1.794 G_L1: 4.089 D_real: 0.001 D_fake: 0.411 +(epoch: 84, iters: 36972, time: 0.300, data: 0.020) G_GAN: 3.484 G_L1: 5.296 D_real: 0.045 D_fake: 0.265 +(epoch: 84, iters: 37072, time: 0.385, data: 0.018) G_GAN: 3.739 G_L1: 4.631 D_real: 0.059 D_fake: 0.047 +(epoch: 84, iters: 37172, time: 0.292, data: 0.018) G_GAN: 3.192 G_L1: 7.071 D_real: 0.009 D_fake: 0.157 +(epoch: 84, iters: 37272, time: 0.305, data: 0.018) G_GAN: 4.744 G_L1: 4.042 D_real: 0.006 D_fake: 0.019 +(epoch: 84, iters: 37372, time: 0.297, data: 0.020) G_GAN: 2.818 G_L1: 9.999 D_real: 0.001 D_fake: 0.167 +(epoch: 84, iters: 37472, time: 0.415, data: 0.019) G_GAN: 2.223 G_L1: 6.521 D_real: 0.020 D_fake: 0.376 +(epoch: 84, iters: 37572, time: 0.301, data: 0.020) G_GAN: 3.267 G_L1: 5.580 D_real: 0.000 D_fake: 0.154 +(epoch: 84, iters: 37672, time: 0.301, data: 0.019) G_GAN: 2.628 G_L1: 4.149 D_real: 0.000 D_fake: 0.595 +(epoch: 84, iters: 37772, time: 0.298, data: 0.020) G_GAN: 3.360 G_L1: 4.934 D_real: 0.000 D_fake: 0.136 +(epoch: 84, iters: 37872, time: 0.390, data: 0.018) G_GAN: 2.456 G_L1: 5.878 D_real: 0.001 D_fake: 0.190 +(epoch: 84, iters: 37972, time: 0.299, data: 0.019) G_GAN: 4.199 G_L1: 4.857 D_real: 0.132 D_fake: 0.040 +(epoch: 84, iters: 38072, time: 0.279, data: 0.019) G_GAN: 2.936 G_L1: 4.283 D_real: 0.010 D_fake: 0.298 +(epoch: 84, iters: 38172, time: 0.305, data: 0.016) G_GAN: 2.546 G_L1: 4.674 D_real: 0.009 D_fake: 0.500 +(epoch: 84, iters: 38272, time: 0.409, data: 0.020) G_GAN: 1.547 G_L1: 3.596 D_real: 0.003 D_fake: 0.349 +(epoch: 84, iters: 38372, time: 0.299, data: 0.018) G_GAN: 3.475 G_L1: 6.917 D_real: 0.098 D_fake: 0.124 +(epoch: 84, iters: 38472, time: 0.305, data: 0.019) G_GAN: 2.341 G_L1: 3.898 D_real: 0.005 D_fake: 0.363 +(epoch: 84, iters: 38572, time: 0.303, data: 0.019) G_GAN: 2.934 G_L1: 4.232 D_real: 0.000 D_fake: 0.146 +(epoch: 84, iters: 38672, time: 0.617, data: 0.019) G_GAN: 2.006 G_L1: 4.345 D_real: 0.002 D_fake: 0.408 +(epoch: 84, iters: 38772, time: 0.301, data: 0.018) G_GAN: 2.481 G_L1: 4.251 D_real: 0.004 D_fake: 0.266 +(epoch: 84, iters: 38872, time: 0.301, data: 0.019) G_GAN: 1.992 G_L1: 8.423 D_real: 0.001 D_fake: 0.603 +(epoch: 84, iters: 38972, time: 0.299, data: 0.019) G_GAN: 3.265 G_L1: 4.761 D_real: 0.000 D_fake: 0.154 +(epoch: 84, iters: 39072, time: 0.422, data: 0.018) G_GAN: 2.811 G_L1: 8.594 D_real: 0.032 D_fake: 0.643 +(epoch: 84, iters: 39172, time: 0.302, data: 0.021) G_GAN: 2.777 G_L1: 3.408 D_real: 0.008 D_fake: 0.112 +(epoch: 84, iters: 39272, time: 0.301, data: 0.019) G_GAN: 2.505 G_L1: 4.363 D_real: 0.010 D_fake: 0.407 +(epoch: 84, iters: 39372, time: 0.301, data: 0.020) G_GAN: 2.668 G_L1: 4.289 D_real: 0.000 D_fake: 0.366 +(epoch: 84, iters: 39472, time: 0.423, data: 0.019) G_GAN: 2.680 G_L1: 4.924 D_real: 0.000 D_fake: 0.276 +(epoch: 84, iters: 39572, time: 0.301, data: 0.018) G_GAN: 2.430 G_L1: 4.708 D_real: 0.021 D_fake: 0.308 +(epoch: 84, iters: 39672, time: 0.298, data: 0.019) G_GAN: 4.514 G_L1: 6.301 D_real: 0.244 D_fake: 0.144 +(epoch: 84, iters: 39772, time: 0.294, data: 0.019) G_GAN: 2.596 G_L1: 6.188 D_real: 0.170 D_fake: 0.222 +(epoch: 84, iters: 39872, time: 0.415, data: 0.020) G_GAN: 2.075 G_L1: 5.174 D_real: 0.020 D_fake: 0.508 +(epoch: 84, iters: 39972, time: 0.298, data: 0.019) G_GAN: 2.739 G_L1: 5.236 D_real: 0.153 D_fake: 0.152 +(epoch: 84, iters: 40072, time: 0.301, data: 0.017) G_GAN: 2.515 G_L1: 4.846 D_real: 0.000 D_fake: 0.421 +(epoch: 84, iters: 40172, time: 0.296, data: 0.020) G_GAN: 3.451 G_L1: 6.552 D_real: 0.031 D_fake: 0.216 +(epoch: 84, iters: 40272, time: 0.400, data: 0.018) G_GAN: 3.203 G_L1: 5.123 D_real: 0.082 D_fake: 0.142 +(epoch: 84, iters: 40372, time: 0.293, data: 0.019) G_GAN: 3.486 G_L1: 6.409 D_real: 0.070 D_fake: 0.145 +(epoch: 84, iters: 40472, time: 0.302, data: 0.018) G_GAN: 1.694 G_L1: 3.529 D_real: 0.048 D_fake: 0.299 +(epoch: 84, iters: 40572, time: 0.294, data: 0.021) G_GAN: 3.712 G_L1: 6.586 D_real: 0.003 D_fake: 0.219 +(epoch: 84, iters: 40672, time: 0.573, data: 0.019) G_GAN: 1.811 G_L1: 4.316 D_real: 0.000 D_fake: 0.317 +(epoch: 84, iters: 40772, time: 0.286, data: 0.021) G_GAN: 2.992 G_L1: 4.188 D_real: 0.000 D_fake: 0.086 +(epoch: 84, iters: 40872, time: 0.303, data: 0.016) G_GAN: 2.335 G_L1: 3.362 D_real: 0.020 D_fake: 0.397 +(epoch: 84, iters: 40972, time: 0.302, data: 0.018) G_GAN: 2.604 G_L1: 4.224 D_real: 0.048 D_fake: 1.005 +(epoch: 84, iters: 41072, time: 0.385, data: 0.021) G_GAN: 2.471 G_L1: 4.322 D_real: 0.027 D_fake: 0.182 +(epoch: 84, iters: 41172, time: 0.294, data: 0.017) G_GAN: 3.009 G_L1: 4.030 D_real: 0.001 D_fake: 0.191 +(epoch: 84, iters: 41272, time: 0.306, data: 0.020) G_GAN: 2.687 G_L1: 4.155 D_real: 0.002 D_fake: 0.197 +(epoch: 84, iters: 41372, time: 0.299, data: 0.019) G_GAN: 2.663 G_L1: 4.610 D_real: 0.001 D_fake: 0.120 +(epoch: 84, iters: 41472, time: 0.419, data: 0.019) G_GAN: 2.449 G_L1: 3.916 D_real: 0.000 D_fake: 0.292 +(epoch: 84, iters: 41572, time: 0.301, data: 0.020) G_GAN: 2.886 G_L1: 5.103 D_real: 0.001 D_fake: 0.245 +(epoch: 84, iters: 41672, time: 0.301, data: 0.019) G_GAN: 2.832 G_L1: 7.218 D_real: 0.413 D_fake: 0.251 +(epoch: 84, iters: 41772, time: 0.297, data: 0.020) G_GAN: 3.844 G_L1: 5.250 D_real: 0.010 D_fake: 0.215 +(epoch: 84, iters: 41872, time: 0.411, data: 0.020) G_GAN: 3.307 G_L1: 3.758 D_real: 0.063 D_fake: 0.724 +(epoch: 84, iters: 41972, time: 0.303, data: 0.018) G_GAN: 2.884 G_L1: 4.290 D_real: 0.065 D_fake: 0.220 +(epoch: 84, iters: 42072, time: 0.298, data: 0.020) G_GAN: 2.083 G_L1: 3.064 D_real: 0.022 D_fake: 0.466 +(epoch: 84, iters: 42172, time: 0.304, data: 0.019) G_GAN: 3.502 G_L1: 4.143 D_real: 0.485 D_fake: 0.053 +(epoch: 84, iters: 42272, time: 0.409, data: 0.019) G_GAN: 2.751 G_L1: 4.552 D_real: 0.049 D_fake: 0.118 +(epoch: 84, iters: 42372, time: 0.300, data: 0.019) G_GAN: 2.883 G_L1: 4.780 D_real: 0.002 D_fake: 0.148 +(epoch: 84, iters: 42472, time: 0.307, data: 0.020) G_GAN: 3.074 G_L1: 5.530 D_real: 0.004 D_fake: 0.100 +(epoch: 84, iters: 42572, time: 0.300, data: 0.020) G_GAN: 2.242 G_L1: 7.604 D_real: 0.003 D_fake: 0.327 +(epoch: 84, iters: 42672, time: 0.627, data: 0.020) G_GAN: 2.700 G_L1: 3.051 D_real: 0.000 D_fake: 0.224 +(epoch: 84, iters: 42772, time: 0.304, data: 0.019) G_GAN: 3.431 G_L1: 4.320 D_real: 0.000 D_fake: 0.104 +(epoch: 84, iters: 42872, time: 0.301, data: 0.020) G_GAN: 2.752 G_L1: 4.151 D_real: 0.001 D_fake: 0.184 +(epoch: 84, iters: 42972, time: 0.297, data: 0.018) G_GAN: 3.815 G_L1: 4.285 D_real: 0.026 D_fake: 0.038 +(epoch: 84, iters: 43072, time: 0.417, data: 0.022) G_GAN: 3.154 G_L1: 4.809 D_real: 0.000 D_fake: 0.079 +(epoch: 84, iters: 43172, time: 0.298, data: 0.019) G_GAN: 2.199 G_L1: 4.605 D_real: 0.000 D_fake: 0.649 +(epoch: 84, iters: 43272, time: 0.295, data: 0.019) G_GAN: 3.363 G_L1: 4.362 D_real: 0.001 D_fake: 0.129 +(epoch: 84, iters: 43372, time: 0.303, data: 0.018) G_GAN: 2.655 G_L1: 4.730 D_real: 0.000 D_fake: 0.155 +(epoch: 84, iters: 43472, time: 0.403, data: 0.022) G_GAN: 2.098 G_L1: 3.472 D_real: 0.000 D_fake: 0.760 +(epoch: 84, iters: 43572, time: 0.300, data: 0.019) G_GAN: 3.778 G_L1: 5.775 D_real: 0.003 D_fake: 0.123 +(epoch: 84, iters: 43672, time: 0.300, data: 0.020) G_GAN: 2.859 G_L1: 5.918 D_real: 0.010 D_fake: 0.156 +(epoch: 84, iters: 43772, time: 0.303, data: 0.020) G_GAN: 3.675 G_L1: 7.425 D_real: 0.000 D_fake: 0.115 +(epoch: 84, iters: 43872, time: 0.413, data: 0.018) G_GAN: 2.899 G_L1: 7.442 D_real: 0.001 D_fake: 0.308 +(epoch: 84, iters: 43972, time: 0.304, data: 0.018) G_GAN: 3.048 G_L1: 3.688 D_real: 0.002 D_fake: 0.369 +(epoch: 84, iters: 44072, time: 0.290, data: 0.018) G_GAN: 4.400 G_L1: 7.100 D_real: 0.041 D_fake: 0.156 +(epoch: 84, iters: 44172, time: 0.297, data: 0.018) G_GAN: 2.532 G_L1: 4.061 D_real: 0.278 D_fake: 0.335 +(epoch: 84, iters: 44272, time: 0.417, data: 0.019) G_GAN: 2.187 G_L1: 4.067 D_real: 0.001 D_fake: 0.842 +(epoch: 84, iters: 44372, time: 0.287, data: 0.018) G_GAN: 2.351 G_L1: 3.300 D_real: 0.000 D_fake: 0.218 +(epoch: 84, iters: 44472, time: 0.290, data: 0.017) G_GAN: 3.249 G_L1: 5.880 D_real: 0.026 D_fake: 0.252 +(epoch: 84, iters: 44572, time: 0.305, data: 0.018) G_GAN: 3.036 G_L1: 3.875 D_real: 0.000 D_fake: 0.167 +(epoch: 84, iters: 44672, time: 0.627, data: 0.019) G_GAN: 3.278 G_L1: 6.036 D_real: 0.038 D_fake: 0.327 +(epoch: 84, iters: 44772, time: 0.287, data: 0.018) G_GAN: 3.167 G_L1: 5.922 D_real: 0.002 D_fake: 0.304 +(epoch: 84, iters: 44872, time: 0.291, data: 0.018) G_GAN: 3.544 G_L1: 4.792 D_real: 0.000 D_fake: 0.084 +(epoch: 84, iters: 44972, time: 0.306, data: 0.019) G_GAN: 3.603 G_L1: 3.218 D_real: 0.001 D_fake: 0.070 +(epoch: 84, iters: 45072, time: 0.402, data: 0.019) G_GAN: 3.410 G_L1: 5.248 D_real: 0.000 D_fake: 0.394 +(epoch: 84, iters: 45172, time: 0.300, data: 0.017) G_GAN: 2.580 G_L1: 3.762 D_real: 0.000 D_fake: 0.214 +(epoch: 84, iters: 45272, time: 0.303, data: 0.018) G_GAN: 3.608 G_L1: 6.331 D_real: 0.076 D_fake: 0.472 +(epoch: 84, iters: 45372, time: 0.303, data: 0.018) G_GAN: 2.361 G_L1: 5.420 D_real: 0.274 D_fake: 0.332 +(epoch: 84, iters: 45472, time: 0.409, data: 0.020) G_GAN: 3.679 G_L1: 4.248 D_real: 0.015 D_fake: 0.166 +(epoch: 84, iters: 45572, time: 0.302, data: 0.017) G_GAN: 3.040 G_L1: 3.699 D_real: 0.023 D_fake: 0.428 +(epoch: 84, iters: 45672, time: 0.296, data: 0.019) G_GAN: 2.434 G_L1: 4.250 D_real: 0.027 D_fake: 0.162 +(epoch: 84, iters: 45772, time: 0.295, data: 0.020) G_GAN: 3.692 G_L1: 5.424 D_real: 0.037 D_fake: 0.164 +(epoch: 84, iters: 45872, time: 0.420, data: 0.019) G_GAN: 3.239 G_L1: 4.787 D_real: 0.060 D_fake: 0.335 +(epoch: 84, iters: 45972, time: 0.305, data: 0.019) G_GAN: 3.663 G_L1: 6.334 D_real: 0.066 D_fake: 0.070 +(epoch: 84, iters: 46072, time: 0.287, data: 0.019) G_GAN: 2.773 G_L1: 5.314 D_real: 0.047 D_fake: 0.291 +(epoch: 84, iters: 46172, time: 0.298, data: 0.016) G_GAN: 2.141 G_L1: 3.991 D_real: 0.000 D_fake: 0.125 +(epoch: 84, iters: 46272, time: 0.415, data: 0.019) G_GAN: 3.425 G_L1: 5.785 D_real: 0.032 D_fake: 0.295 +(epoch: 84, iters: 46372, time: 0.304, data: 0.018) G_GAN: 2.720 G_L1: 3.731 D_real: 0.000 D_fake: 0.149 +(epoch: 84, iters: 46472, time: 0.297, data: 0.020) G_GAN: 2.483 G_L1: 4.742 D_real: 0.017 D_fake: 0.195 +(epoch: 84, iters: 46572, time: 0.302, data: 0.018) G_GAN: 2.682 G_L1: 4.849 D_real: 0.001 D_fake: 0.726 +(epoch: 84, iters: 46672, time: 0.613, data: 0.018) G_GAN: 2.928 G_L1: 3.897 D_real: 0.000 D_fake: 0.312 +(epoch: 84, iters: 46772, time: 0.302, data: 0.019) G_GAN: 3.938 G_L1: 5.022 D_real: 0.034 D_fake: 0.054 +(epoch: 84, iters: 46872, time: 0.303, data: 0.018) G_GAN: 3.171 G_L1: 4.023 D_real: 0.000 D_fake: 0.340 +(epoch: 84, iters: 46972, time: 0.298, data: 0.018) G_GAN: 1.995 G_L1: 3.576 D_real: 0.000 D_fake: 0.339 +(epoch: 84, iters: 47072, time: 0.382, data: 0.019) G_GAN: 3.665 G_L1: 4.006 D_real: 0.000 D_fake: 0.044 +(epoch: 84, iters: 47172, time: 0.301, data: 0.018) G_GAN: 2.372 G_L1: 4.111 D_real: 0.000 D_fake: 0.264 +(epoch: 84, iters: 47272, time: 0.297, data: 0.020) G_GAN: 2.530 G_L1: 3.294 D_real: 0.001 D_fake: 0.213 +(epoch: 84, iters: 47372, time: 0.306, data: 0.017) G_GAN: 2.361 G_L1: 3.528 D_real: 0.162 D_fake: 0.284 +(epoch: 84, iters: 47472, time: 0.397, data: 0.020) G_GAN: 3.175 G_L1: 5.680 D_real: 0.005 D_fake: 0.077 +(epoch: 84, iters: 47572, time: 0.296, data: 0.019) G_GAN: 2.657 G_L1: 4.678 D_real: 0.077 D_fake: 0.155 +(epoch: 84, iters: 47672, time: 0.298, data: 0.017) G_GAN: 4.236 G_L1: 6.146 D_real: 0.009 D_fake: 0.083 +(epoch: 84, iters: 47772, time: 0.303, data: 0.018) G_GAN: 5.293 G_L1: 11.099 D_real: 0.010 D_fake: 0.077 +(epoch: 84, iters: 47872, time: 0.404, data: 0.018) G_GAN: 3.097 G_L1: 4.183 D_real: 0.012 D_fake: 0.199 +(epoch: 84, iters: 47972, time: 0.300, data: 0.017) G_GAN: 3.467 G_L1: 4.430 D_real: 0.000 D_fake: 0.148 +(epoch: 84, iters: 48072, time: 0.299, data: 0.021) G_GAN: 3.890 G_L1: 3.904 D_real: 0.017 D_fake: 0.147 +(epoch: 84, iters: 48172, time: 0.295, data: 0.018) G_GAN: 2.761 G_L1: 11.597 D_real: 0.005 D_fake: 0.287 +(epoch: 84, iters: 48272, time: 0.399, data: 0.019) G_GAN: 3.671 G_L1: 4.445 D_real: 0.001 D_fake: 0.129 +(epoch: 84, iters: 48372, time: 0.297, data: 0.019) G_GAN: 4.280 G_L1: 5.874 D_real: 0.012 D_fake: 0.043 +(epoch: 84, iters: 48472, time: 0.294, data: 0.018) G_GAN: 3.003 G_L1: 5.083 D_real: 0.278 D_fake: 0.071 +(epoch: 84, iters: 48572, time: 0.282, data: 0.019) G_GAN: 3.289 G_L1: 4.854 D_real: 0.219 D_fake: 0.247 +(epoch: 84, iters: 48672, time: 0.607, data: 0.019) G_GAN: 2.861 G_L1: 5.897 D_real: 0.256 D_fake: 0.152 +(epoch: 84, iters: 48772, time: 0.297, data: 0.019) G_GAN: 1.947 G_L1: 4.563 D_real: 0.012 D_fake: 0.363 +(epoch: 84, iters: 48872, time: 0.307, data: 0.020) G_GAN: 4.914 G_L1: 6.861 D_real: 0.026 D_fake: 0.207 +(epoch: 84, iters: 48972, time: 0.301, data: 0.020) G_GAN: 4.156 G_L1: 4.683 D_real: 0.091 D_fake: 0.084 +(epoch: 84, iters: 49072, time: 0.391, data: 0.020) G_GAN: 3.523 G_L1: 4.896 D_real: 0.000 D_fake: 0.247 +(epoch: 84, iters: 49172, time: 0.296, data: 0.017) G_GAN: 3.363 G_L1: 3.712 D_real: 0.006 D_fake: 0.489 +(epoch: 84, iters: 49272, time: 0.304, data: 0.018) G_GAN: 3.241 G_L1: 4.603 D_real: 0.003 D_fake: 0.502 +(epoch: 84, iters: 49372, time: 0.307, data: 0.020) G_GAN: 3.988 G_L1: 5.558 D_real: 0.008 D_fake: 0.039 +(epoch: 84, iters: 49472, time: 0.423, data: 0.020) G_GAN: 3.362 G_L1: 5.221 D_real: 0.135 D_fake: 0.554 +(epoch: 84, iters: 49572, time: 0.303, data: 0.018) G_GAN: 3.773 G_L1: 4.036 D_real: 0.000 D_fake: 0.057 +(epoch: 84, iters: 49672, time: 0.301, data: 0.019) G_GAN: 3.504 G_L1: 5.330 D_real: 0.001 D_fake: 0.173 +(epoch: 84, iters: 49772, time: 0.291, data: 0.019) G_GAN: 3.474 G_L1: 5.752 D_real: 0.014 D_fake: 0.031 +(epoch: 84, iters: 49872, time: 0.393, data: 0.018) G_GAN: 3.143 G_L1: 4.944 D_real: 0.009 D_fake: 0.224 +(epoch: 84, iters: 49972, time: 0.303, data: 0.021) G_GAN: 2.835 G_L1: 4.145 D_real: 0.001 D_fake: 0.228 +(epoch: 84, iters: 50072, time: 0.298, data: 0.022) G_GAN: 3.543 G_L1: 3.106 D_real: 0.008 D_fake: 0.166 +(epoch: 84, iters: 50172, time: 0.302, data: 0.020) G_GAN: 5.042 G_L1: 6.689 D_real: 0.041 D_fake: 0.200 +(epoch: 84, iters: 50272, time: 0.413, data: 0.020) G_GAN: 3.753 G_L1: 5.856 D_real: 0.002 D_fake: 0.271 +(epoch: 84, iters: 50372, time: 0.304, data: 0.019) G_GAN: 3.641 G_L1: 6.023 D_real: 0.057 D_fake: 0.307 +(epoch: 84, iters: 50472, time: 0.304, data: 0.019) G_GAN: 3.213 G_L1: 4.009 D_real: 0.006 D_fake: 0.112 +(epoch: 84, iters: 50572, time: 0.301, data: 0.019) G_GAN: 3.345 G_L1: 3.724 D_real: 0.021 D_fake: 0.210 +(epoch: 84, iters: 50672, time: 0.621, data: 0.019) G_GAN: 2.973 G_L1: 3.652 D_real: 0.015 D_fake: 0.304 +(epoch: 84, iters: 50772, time: 0.303, data: 0.019) G_GAN: 2.905 G_L1: 4.331 D_real: 0.027 D_fake: 0.140 +(epoch: 84, iters: 50872, time: 0.302, data: 0.020) G_GAN: 2.857 G_L1: 5.274 D_real: 0.001 D_fake: 0.507 +(epoch: 84, iters: 50972, time: 0.306, data: 0.022) G_GAN: 3.366 G_L1: 4.228 D_real: 0.152 D_fake: 0.120 +(epoch: 84, iters: 51072, time: 0.395, data: 0.019) G_GAN: 3.794 G_L1: 4.143 D_real: 0.014 D_fake: 0.243 +(epoch: 84, iters: 51172, time: 0.302, data: 0.020) G_GAN: 3.002 G_L1: 5.690 D_real: 0.028 D_fake: 0.986 +(epoch: 84, iters: 51272, time: 0.303, data: 0.019) G_GAN: 3.597 G_L1: 4.102 D_real: 0.004 D_fake: 0.241 +(epoch: 84, iters: 51372, time: 0.299, data: 0.022) G_GAN: 2.374 G_L1: 4.112 D_real: 0.159 D_fake: 0.097 +(epoch: 84, iters: 51472, time: 0.418, data: 0.018) G_GAN: 2.765 G_L1: 4.004 D_real: 0.096 D_fake: 0.082 +(epoch: 84, iters: 51572, time: 0.294, data: 0.019) G_GAN: 5.315 G_L1: 4.813 D_real: 0.029 D_fake: 0.028 +(epoch: 84, iters: 51672, time: 0.294, data: 0.020) G_GAN: 4.513 G_L1: 3.607 D_real: 0.120 D_fake: 0.030 +(epoch: 84, iters: 51772, time: 0.294, data: 0.019) G_GAN: 3.779 G_L1: 6.162 D_real: 0.009 D_fake: 0.376 +(epoch: 84, iters: 51872, time: 0.406, data: 0.019) G_GAN: 6.658 G_L1: 3.946 D_real: 0.003 D_fake: 0.014 +(epoch: 84, iters: 51972, time: 0.305, data: 0.019) G_GAN: 4.160 G_L1: 5.245 D_real: 0.010 D_fake: 0.099 +(epoch: 84, iters: 52072, time: 0.291, data: 0.021) G_GAN: 3.901 G_L1: 6.407 D_real: 0.022 D_fake: 0.142 +(epoch: 84, iters: 52172, time: 0.297, data: 0.019) G_GAN: 5.354 G_L1: 4.805 D_real: 0.089 D_fake: 0.051 +(epoch: 84, iters: 52272, time: 0.396, data: 0.019) G_GAN: 4.169 G_L1: 4.300 D_real: 0.055 D_fake: 0.094 +(epoch: 84, iters: 52372, time: 0.307, data: 0.021) G_GAN: 5.308 G_L1: 12.324 D_real: 0.038 D_fake: 0.079 +(epoch: 84, iters: 52472, time: 0.302, data: 0.020) G_GAN: 5.420 G_L1: 6.181 D_real: 0.030 D_fake: 0.057 +(epoch: 84, iters: 52572, time: 0.305, data: 0.019) G_GAN: 4.989 G_L1: 5.499 D_real: 0.009 D_fake: 0.394 +(epoch: 84, iters: 52672, time: 0.615, data: 0.018) G_GAN: 4.390 G_L1: 4.088 D_real: 0.029 D_fake: 0.034 +(epoch: 84, iters: 52772, time: 0.302, data: 0.019) G_GAN: 4.036 G_L1: 4.701 D_real: 0.392 D_fake: 0.036 +(epoch: 84, iters: 52872, time: 0.298, data: 0.021) G_GAN: 3.056 G_L1: 4.882 D_real: 0.011 D_fake: 0.131 +(epoch: 84, iters: 52972, time: 0.307, data: 0.022) G_GAN: 2.866 G_L1: 4.615 D_real: 0.062 D_fake: 0.106 +(epoch: 84, iters: 53072, time: 0.412, data: 0.019) G_GAN: 3.058 G_L1: 5.138 D_real: 0.201 D_fake: 0.100 +(epoch: 84, iters: 53172, time: 0.301, data: 0.019) G_GAN: 2.916 G_L1: 4.374 D_real: 0.005 D_fake: 0.149 +(epoch: 84, iters: 53272, time: 0.304, data: 0.021) G_GAN: 3.981 G_L1: 6.050 D_real: 0.069 D_fake: 0.082 +(epoch: 84, iters: 53372, time: 0.299, data: 0.020) G_GAN: 2.914 G_L1: 3.831 D_real: 0.028 D_fake: 0.306 +(epoch: 84, iters: 53472, time: 0.413, data: 0.018) G_GAN: 2.020 G_L1: 5.250 D_real: 0.240 D_fake: 0.284 +(epoch: 84, iters: 53572, time: 0.302, data: 0.020) G_GAN: 3.243 G_L1: 7.048 D_real: 0.000 D_fake: 0.560 +(epoch: 84, iters: 53672, time: 0.294, data: 0.020) G_GAN: 3.127 G_L1: 4.526 D_real: 0.006 D_fake: 0.285 +(epoch: 84, iters: 53772, time: 0.295, data: 0.019) G_GAN: 2.911 G_L1: 5.869 D_real: 0.013 D_fake: 0.094 +(epoch: 84, iters: 53872, time: 0.401, data: 0.020) G_GAN: 3.703 G_L1: 3.641 D_real: 0.110 D_fake: 0.128 +(epoch: 84, iters: 53972, time: 0.279, data: 0.019) G_GAN: 3.929 G_L1: 5.344 D_real: 0.001 D_fake: 0.249 +(epoch: 84, iters: 54072, time: 0.300, data: 0.017) G_GAN: 3.936 G_L1: 4.158 D_real: 0.018 D_fake: 0.121 +(epoch: 84, iters: 54172, time: 0.287, data: 0.017) G_GAN: 2.861 G_L1: 3.529 D_real: 0.269 D_fake: 0.428 +(epoch: 84, iters: 54272, time: 0.419, data: 0.018) G_GAN: 3.930 G_L1: 5.822 D_real: 0.128 D_fake: 0.078 +(epoch: 84, iters: 54372, time: 0.299, data: 0.018) G_GAN: 3.826 G_L1: 4.601 D_real: 0.140 D_fake: 0.046 +(epoch: 84, iters: 54472, time: 0.302, data: 0.020) G_GAN: 3.737 G_L1: 3.648 D_real: 0.071 D_fake: 0.130 +(epoch: 84, iters: 54572, time: 0.289, data: 0.018) G_GAN: 4.730 G_L1: 5.609 D_real: 0.099 D_fake: 0.039 +(epoch: 84, iters: 54672, time: 0.613, data: 0.018) G_GAN: 4.000 G_L1: 3.887 D_real: 0.059 D_fake: 0.148 +(epoch: 84, iters: 54772, time: 0.297, data: 0.017) G_GAN: 4.387 G_L1: 4.306 D_real: 0.004 D_fake: 0.073 +(epoch: 84, iters: 54872, time: 0.292, data: 0.017) G_GAN: 3.396 G_L1: 3.190 D_real: 0.081 D_fake: 0.083 +(epoch: 84, iters: 54972, time: 0.299, data: 0.019) G_GAN: 3.181 G_L1: 8.416 D_real: 0.017 D_fake: 0.240 +(epoch: 84, iters: 55072, time: 0.412, data: 0.020) G_GAN: 3.517 G_L1: 2.722 D_real: 0.013 D_fake: 0.287 +(epoch: 84, iters: 55172, time: 0.291, data: 0.018) G_GAN: 4.594 G_L1: 3.823 D_real: 0.012 D_fake: 0.092 +(epoch: 84, iters: 55272, time: 0.297, data: 0.017) G_GAN: 3.948 G_L1: 4.265 D_real: 0.918 D_fake: 0.054 +(epoch: 84, iters: 55372, time: 0.297, data: 0.018) G_GAN: 4.850 G_L1: 4.002 D_real: 0.274 D_fake: 0.042 +(epoch: 84, iters: 55472, time: 0.410, data: 0.018) G_GAN: 2.405 G_L1: 3.318 D_real: 0.084 D_fake: 0.405 +(epoch: 84, iters: 55572, time: 0.297, data: 0.020) G_GAN: 7.410 G_L1: 4.668 D_real: 0.130 D_fake: 0.004 +(epoch: 84, iters: 55672, time: 0.294, data: 0.019) G_GAN: 4.663 G_L1: 5.086 D_real: 0.842 D_fake: 0.017 +(epoch: 84, iters: 55772, time: 0.300, data: 0.018) G_GAN: 3.969 G_L1: 5.234 D_real: 0.064 D_fake: 0.152 +(epoch: 84, iters: 55872, time: 0.394, data: 0.019) G_GAN: 3.524 G_L1: 4.282 D_real: 0.235 D_fake: 0.061 +(epoch: 84, iters: 55972, time: 0.289, data: 0.015) G_GAN: 4.154 G_L1: 4.576 D_real: 0.023 D_fake: 0.051 +(epoch: 84, iters: 56072, time: 0.294, data: 0.019) G_GAN: 2.215 G_L1: 4.138 D_real: 0.000 D_fake: 0.321 +(epoch: 84, iters: 56172, time: 0.305, data: 0.018) G_GAN: 3.791 G_L1: 7.281 D_real: 0.045 D_fake: 0.283 +(epoch: 84, iters: 56272, time: 0.428, data: 0.020) G_GAN: 4.790 G_L1: 6.322 D_real: 0.004 D_fake: 0.021 +(epoch: 84, iters: 56372, time: 0.292, data: 0.018) G_GAN: 4.271 G_L1: 3.988 D_real: 0.000 D_fake: 0.093 +(epoch: 84, iters: 56472, time: 0.298, data: 0.017) G_GAN: 4.767 G_L1: 4.926 D_real: 0.002 D_fake: 0.064 +(epoch: 84, iters: 56572, time: 0.296, data: 0.018) G_GAN: 3.444 G_L1: 5.220 D_real: 0.004 D_fake: 0.444 +(epoch: 84, iters: 56672, time: 0.630, data: 0.018) G_GAN: 3.780 G_L1: 4.281 D_real: 0.000 D_fake: 0.086 +(epoch: 84, iters: 56772, time: 0.303, data: 0.019) G_GAN: 3.808 G_L1: 4.654 D_real: 0.000 D_fake: 0.542 +(epoch: 84, iters: 56872, time: 0.293, data: 0.020) G_GAN: 2.958 G_L1: 6.002 D_real: 0.001 D_fake: 0.278 +(epoch: 84, iters: 56972, time: 0.300, data: 0.018) G_GAN: 3.330 G_L1: 4.367 D_real: 0.000 D_fake: 0.148 +(epoch: 84, iters: 57072, time: 0.414, data: 0.019) G_GAN: 3.226 G_L1: 5.770 D_real: 0.012 D_fake: 0.091 +(epoch: 84, iters: 57172, time: 0.294, data: 0.019) G_GAN: 3.571 G_L1: 4.114 D_real: 0.099 D_fake: 0.101 +(epoch: 84, iters: 57272, time: 0.290, data: 0.018) G_GAN: 3.414 G_L1: 6.528 D_real: 0.004 D_fake: 0.101 +(epoch: 84, iters: 57372, time: 0.288, data: 0.019) G_GAN: 3.107 G_L1: 3.625 D_real: 0.007 D_fake: 0.561 +(epoch: 84, iters: 57472, time: 0.418, data: 0.018) G_GAN: 3.512 G_L1: 3.825 D_real: 0.037 D_fake: 0.186 +(epoch: 84, iters: 57572, time: 0.296, data: 0.020) G_GAN: 5.203 G_L1: 4.040 D_real: 0.003 D_fake: 0.011 +(epoch: 84, iters: 57672, time: 0.292, data: 0.019) G_GAN: 3.500 G_L1: 3.481 D_real: 0.027 D_fake: 0.233 +(epoch: 84, iters: 57772, time: 0.304, data: 0.017) G_GAN: 3.434 G_L1: 3.653 D_real: 0.067 D_fake: 0.351 +(epoch: 84, iters: 57872, time: 0.423, data: 0.019) G_GAN: 5.159 G_L1: 10.185 D_real: 0.025 D_fake: 0.082 +(epoch: 84, iters: 57972, time: 0.297, data: 0.019) G_GAN: 3.972 G_L1: 4.495 D_real: 0.008 D_fake: 0.164 +(epoch: 84, iters: 58072, time: 0.269, data: 0.019) G_GAN: 4.475 G_L1: 4.779 D_real: 0.123 D_fake: 0.266 +(epoch: 84, iters: 58172, time: 0.301, data: 0.016) G_GAN: 3.508 G_L1: 3.811 D_real: 0.631 D_fake: 0.068 +(epoch: 84, iters: 58272, time: 0.415, data: 0.019) G_GAN: 5.761 G_L1: 3.581 D_real: 0.010 D_fake: 0.015 +(epoch: 84, iters: 58372, time: 0.303, data: 0.018) G_GAN: 6.572 G_L1: 7.695 D_real: 0.004 D_fake: 0.032 +(epoch: 84, iters: 58472, time: 0.298, data: 0.019) G_GAN: 6.400 G_L1: 11.172 D_real: 0.009 D_fake: 0.042 +(epoch: 84, iters: 58572, time: 0.302, data: 0.018) G_GAN: 4.967 G_L1: 4.907 D_real: 0.794 D_fake: 0.019 +(epoch: 84, iters: 58672, time: 0.664, data: 0.021) G_GAN: 4.676 G_L1: 3.811 D_real: 0.001 D_fake: 0.140 +(epoch: 84, iters: 58772, time: 0.301, data: 0.020) G_GAN: 3.691 G_L1: 5.392 D_real: 0.002 D_fake: 0.109 +(epoch: 84, iters: 58872, time: 0.293, data: 0.019) G_GAN: 3.039 G_L1: 4.513 D_real: 0.007 D_fake: 0.100 +(epoch: 84, iters: 58972, time: 0.300, data: 0.018) G_GAN: 3.112 G_L1: 5.695 D_real: 0.067 D_fake: 0.119 +(epoch: 84, iters: 59072, time: 0.413, data: 0.020) G_GAN: 4.723 G_L1: 4.951 D_real: 0.100 D_fake: 0.026 +(epoch: 84, iters: 59172, time: 0.291, data: 0.020) G_GAN: 2.791 G_L1: 4.313 D_real: 0.001 D_fake: 0.174 +(epoch: 84, iters: 59272, time: 0.295, data: 0.019) G_GAN: 4.440 G_L1: 5.579 D_real: 0.002 D_fake: 0.046 +(epoch: 84, iters: 59372, time: 0.293, data: 0.019) G_GAN: 2.643 G_L1: 4.481 D_real: 0.001 D_fake: 0.627 +(epoch: 84, iters: 59472, time: 0.386, data: 0.019) G_GAN: 2.693 G_L1: 5.345 D_real: 0.145 D_fake: 0.225 +(epoch: 84, iters: 59572, time: 0.299, data: 0.020) G_GAN: 3.294 G_L1: 8.300 D_real: 0.000 D_fake: 0.160 +(epoch: 84, iters: 59672, time: 0.302, data: 0.021) G_GAN: 2.654 G_L1: 4.949 D_real: 0.049 D_fake: 0.503 +(epoch: 84, iters: 59772, time: 0.304, data: 0.021) G_GAN: 4.081 G_L1: 3.622 D_real: 0.002 D_fake: 0.052 +(epoch: 84, iters: 59872, time: 0.415, data: 0.019) G_GAN: 3.083 G_L1: 4.344 D_real: 0.000 D_fake: 0.093 +(epoch: 84, iters: 59972, time: 0.294, data: 0.019) G_GAN: 3.021 G_L1: 5.054 D_real: 0.000 D_fake: 0.277 +(epoch: 85, iters: 56, time: 0.305, data: 0.020) G_GAN: 1.726 G_L1: 3.882 D_real: 0.000 D_fake: 0.381 +(epoch: 85, iters: 156, time: 0.301, data: 0.019) G_GAN: 3.953 G_L1: 5.247 D_real: 0.005 D_fake: 0.322 +(epoch: 85, iters: 256, time: 0.587, data: 0.025) G_GAN: 2.498 G_L1: 3.984 D_real: 0.004 D_fake: 0.497 +(epoch: 85, iters: 356, time: 0.296, data: 0.021) G_GAN: 2.488 G_L1: 3.326 D_real: 0.013 D_fake: 0.196 +(epoch: 85, iters: 456, time: 0.293, data: 0.020) G_GAN: 2.814 G_L1: 4.610 D_real: 0.009 D_fake: 0.169 +(epoch: 85, iters: 556, time: 0.301, data: 0.019) G_GAN: 3.209 G_L1: 3.859 D_real: 0.114 D_fake: 0.332 +(epoch: 85, iters: 656, time: 0.663, data: 0.024) G_GAN: 3.698 G_L1: 5.485 D_real: 0.000 D_fake: 0.712 +(epoch: 85, iters: 756, time: 0.302, data: 0.019) G_GAN: 3.561 G_L1: 3.209 D_real: 0.220 D_fake: 0.042 +(epoch: 85, iters: 856, time: 0.298, data: 0.021) G_GAN: 3.814 G_L1: 4.328 D_real: 0.069 D_fake: 0.087 +(epoch: 85, iters: 956, time: 0.300, data: 0.019) G_GAN: 4.371 G_L1: 3.043 D_real: 0.174 D_fake: 0.036 +(epoch: 85, iters: 1056, time: 0.418, data: 0.021) G_GAN: 2.833 G_L1: 3.112 D_real: 0.306 D_fake: 0.097 +(epoch: 85, iters: 1156, time: 0.303, data: 0.020) G_GAN: 3.430 G_L1: 3.216 D_real: 0.036 D_fake: 0.237 +(epoch: 85, iters: 1256, time: 0.301, data: 0.019) G_GAN: 3.819 G_L1: 3.093 D_real: 0.010 D_fake: 0.185 +(epoch: 85, iters: 1356, time: 0.301, data: 0.020) G_GAN: 2.431 G_L1: 5.073 D_real: 0.183 D_fake: 0.156 +(epoch: 85, iters: 1456, time: 0.429, data: 0.022) G_GAN: 6.064 G_L1: 4.034 D_real: 0.001 D_fake: 0.022 +(epoch: 85, iters: 1556, time: 0.305, data: 0.021) G_GAN: 3.994 G_L1: 3.995 D_real: 0.000 D_fake: 0.231 +(epoch: 85, iters: 1656, time: 0.299, data: 0.022) G_GAN: 4.824 G_L1: 5.711 D_real: 0.017 D_fake: 0.074 +(epoch: 85, iters: 1756, time: 0.299, data: 0.022) G_GAN: 3.907 G_L1: 6.080 D_real: 0.062 D_fake: 0.204 +(epoch: 85, iters: 1856, time: 0.423, data: 0.021) G_GAN: 2.336 G_L1: 4.310 D_real: 0.008 D_fake: 0.439 +(epoch: 85, iters: 1956, time: 0.302, data: 0.020) G_GAN: 4.269 G_L1: 5.531 D_real: 0.032 D_fake: 0.086 +(epoch: 85, iters: 2056, time: 0.304, data: 0.021) G_GAN: 3.016 G_L1: 3.764 D_real: 0.026 D_fake: 0.585 +(epoch: 85, iters: 2156, time: 0.304, data: 0.020) G_GAN: 3.119 G_L1: 4.008 D_real: 0.096 D_fake: 0.293 +(epoch: 85, iters: 2256, time: 0.357, data: 0.022) G_GAN: 3.647 G_L1: 3.299 D_real: 0.065 D_fake: 0.122 +(epoch: 85, iters: 2356, time: 0.292, data: 0.018) G_GAN: 3.985 G_L1: 6.338 D_real: 0.003 D_fake: 0.114 +(epoch: 85, iters: 2456, time: 0.301, data: 0.020) G_GAN: 3.984 G_L1: 4.051 D_real: 0.144 D_fake: 0.342 +(epoch: 85, iters: 2556, time: 0.296, data: 0.019) G_GAN: 3.463 G_L1: 3.854 D_real: 0.164 D_fake: 0.178 +(epoch: 85, iters: 2656, time: 0.638, data: 0.019) G_GAN: 5.399 G_L1: 6.661 D_real: 0.426 D_fake: 0.192 +(epoch: 85, iters: 2756, time: 0.303, data: 0.019) G_GAN: 5.739 G_L1: 4.108 D_real: 0.028 D_fake: 0.010 +(epoch: 85, iters: 2856, time: 0.303, data: 0.020) G_GAN: 2.868 G_L1: 3.871 D_real: 0.009 D_fake: 0.137 +(epoch: 85, iters: 2956, time: 0.303, data: 0.020) G_GAN: 4.124 G_L1: 6.622 D_real: 0.231 D_fake: 1.533 +(epoch: 85, iters: 3056, time: 0.406, data: 0.024) G_GAN: 4.360 G_L1: 4.091 D_real: 0.076 D_fake: 0.038 +(epoch: 85, iters: 3156, time: 0.298, data: 0.020) G_GAN: 3.309 G_L1: 5.192 D_real: 0.048 D_fake: 0.082 +(epoch: 85, iters: 3256, time: 0.296, data: 0.019) G_GAN: 2.425 G_L1: 5.138 D_real: 0.033 D_fake: 0.515 +(epoch: 85, iters: 3356, time: 0.299, data: 0.020) G_GAN: 4.375 G_L1: 4.394 D_real: 0.004 D_fake: 0.111 +(epoch: 85, iters: 3456, time: 0.391, data: 0.020) G_GAN: 4.334 G_L1: 3.947 D_real: 0.000 D_fake: 0.109 +(epoch: 85, iters: 3556, time: 0.300, data: 0.020) G_GAN: 3.195 G_L1: 4.532 D_real: 0.002 D_fake: 0.154 +(epoch: 85, iters: 3656, time: 0.300, data: 0.021) G_GAN: 2.423 G_L1: 3.801 D_real: 0.005 D_fake: 0.343 +(epoch: 85, iters: 3756, time: 0.297, data: 0.020) G_GAN: 4.925 G_L1: 4.341 D_real: 0.000 D_fake: 0.035 +(epoch: 85, iters: 3856, time: 0.429, data: 0.021) G_GAN: 2.865 G_L1: 5.460 D_real: 0.000 D_fake: 0.295 +(epoch: 85, iters: 3956, time: 0.301, data: 0.020) G_GAN: 3.416 G_L1: 4.511 D_real: 0.000 D_fake: 0.104 +(epoch: 85, iters: 4056, time: 0.296, data: 0.022) G_GAN: 5.761 G_L1: 5.200 D_real: 0.000 D_fake: 0.005 +(epoch: 85, iters: 4156, time: 0.300, data: 0.019) G_GAN: 4.405 G_L1: 4.252 D_real: 0.160 D_fake: 0.201 +(epoch: 85, iters: 4256, time: 0.415, data: 0.020) G_GAN: 3.294 G_L1: 3.756 D_real: 0.139 D_fake: 0.218 +(epoch: 85, iters: 4356, time: 0.303, data: 0.020) G_GAN: 5.350 G_L1: 3.832 D_real: 0.009 D_fake: 0.015 +(epoch: 85, iters: 4456, time: 0.300, data: 0.020) G_GAN: 4.316 G_L1: 3.324 D_real: 0.163 D_fake: 0.340 +(epoch: 85, iters: 4556, time: 0.302, data: 0.021) G_GAN: 2.871 G_L1: 3.100 D_real: 0.124 D_fake: 0.144 +(epoch: 85, iters: 4656, time: 0.636, data: 0.019) G_GAN: 7.787 G_L1: 6.801 D_real: 0.009 D_fake: 0.006 +(epoch: 85, iters: 4756, time: 0.301, data: 0.019) G_GAN: 5.634 G_L1: 5.290 D_real: 0.001 D_fake: 0.091 +(epoch: 85, iters: 4856, time: 0.297, data: 0.020) G_GAN: 5.645 G_L1: 6.016 D_real: 0.040 D_fake: 0.020 +(epoch: 85, iters: 4956, time: 0.304, data: 0.018) G_GAN: 4.540 G_L1: 3.277 D_real: 0.132 D_fake: 0.069 +(epoch: 85, iters: 5056, time: 0.403, data: 0.022) G_GAN: 4.577 G_L1: 5.035 D_real: 0.004 D_fake: 0.183 +(epoch: 85, iters: 5156, time: 0.306, data: 0.019) G_GAN: 4.856 G_L1: 3.331 D_real: 0.007 D_fake: 0.047 +(epoch: 85, iters: 5256, time: 0.286, data: 0.019) G_GAN: 4.134 G_L1: 4.959 D_real: 0.513 D_fake: 0.027 +(epoch: 85, iters: 5356, time: 0.295, data: 0.019) G_GAN: 4.410 G_L1: 4.727 D_real: 0.004 D_fake: 0.587 +(epoch: 85, iters: 5456, time: 0.412, data: 0.018) G_GAN: 4.613 G_L1: 5.972 D_real: 0.258 D_fake: 0.073 +(epoch: 85, iters: 5556, time: 0.298, data: 0.018) G_GAN: 4.233 G_L1: 4.801 D_real: 0.147 D_fake: 0.048 +(epoch: 85, iters: 5656, time: 0.302, data: 0.019) G_GAN: 6.853 G_L1: 8.123 D_real: 0.034 D_fake: 0.012 +(epoch: 85, iters: 5756, time: 0.305, data: 0.019) G_GAN: 5.309 G_L1: 3.657 D_real: 0.060 D_fake: 0.035 +(epoch: 85, iters: 5856, time: 0.417, data: 0.019) G_GAN: 4.090 G_L1: 3.450 D_real: 0.030 D_fake: 0.062 +(epoch: 85, iters: 5956, time: 0.305, data: 0.019) G_GAN: 4.302 G_L1: 4.026 D_real: 0.003 D_fake: 0.071 +(epoch: 85, iters: 6056, time: 0.285, data: 0.018) G_GAN: 5.154 G_L1: 3.965 D_real: 0.007 D_fake: 0.131 +(epoch: 85, iters: 6156, time: 0.298, data: 0.018) G_GAN: 4.673 G_L1: 4.009 D_real: 0.001 D_fake: 0.053 +(epoch: 85, iters: 6256, time: 0.398, data: 0.018) G_GAN: 3.273 G_L1: 3.915 D_real: 0.079 D_fake: 0.203 +(epoch: 85, iters: 6356, time: 0.290, data: 0.020) G_GAN: 3.574 G_L1: 3.770 D_real: 0.064 D_fake: 0.110 +(epoch: 85, iters: 6456, time: 0.295, data: 0.016) G_GAN: 1.965 G_L1: 3.580 D_real: 0.926 D_fake: 0.075 +(epoch: 85, iters: 6556, time: 0.300, data: 0.018) G_GAN: 2.841 G_L1: 3.571 D_real: 0.347 D_fake: 0.393 +(epoch: 85, iters: 6656, time: 0.613, data: 0.018) G_GAN: 4.396 G_L1: 5.878 D_real: 0.004 D_fake: 0.212 +(epoch: 85, iters: 6756, time: 0.296, data: 0.018) G_GAN: 2.761 G_L1: 8.327 D_real: 0.000 D_fake: 0.122 +(epoch: 85, iters: 6856, time: 0.290, data: 0.018) G_GAN: 4.965 G_L1: 5.000 D_real: 0.000 D_fake: 0.020 +(epoch: 85, iters: 6956, time: 0.303, data: 0.019) G_GAN: 3.446 G_L1: 4.766 D_real: 0.000 D_fake: 0.082 +(epoch: 85, iters: 7056, time: 0.426, data: 0.019) G_GAN: 4.551 G_L1: 5.751 D_real: 0.000 D_fake: 0.075 +(epoch: 85, iters: 7156, time: 0.298, data: 0.018) G_GAN: 2.485 G_L1: 3.964 D_real: 0.001 D_fake: 0.244 +(epoch: 85, iters: 7256, time: 0.305, data: 0.020) G_GAN: 2.987 G_L1: 4.392 D_real: 0.000 D_fake: 0.130 +(epoch: 85, iters: 7356, time: 0.295, data: 0.018) G_GAN: 3.870 G_L1: 4.567 D_real: 0.000 D_fake: 0.052 +(epoch: 85, iters: 7456, time: 0.393, data: 0.021) G_GAN: 3.953 G_L1: 4.178 D_real: 0.003 D_fake: 0.136 +(epoch: 85, iters: 7556, time: 0.292, data: 0.018) G_GAN: 3.487 G_L1: 5.591 D_real: 0.023 D_fake: 0.180 +(epoch: 85, iters: 7656, time: 0.302, data: 0.019) G_GAN: 6.281 G_L1: 7.862 D_real: 0.212 D_fake: 0.057 +(epoch: 85, iters: 7756, time: 0.294, data: 0.018) G_GAN: 3.815 G_L1: 4.286 D_real: 0.037 D_fake: 0.068 +(epoch: 85, iters: 7856, time: 0.389, data: 0.018) G_GAN: 4.423 G_L1: 4.429 D_real: 0.004 D_fake: 0.040 +(epoch: 85, iters: 7956, time: 0.303, data: 0.017) G_GAN: 3.703 G_L1: 4.144 D_real: 0.000 D_fake: 0.204 +(epoch: 85, iters: 8056, time: 0.307, data: 0.020) G_GAN: 4.125 G_L1: 3.219 D_real: 0.034 D_fake: 0.041 +(epoch: 85, iters: 8156, time: 0.296, data: 0.019) G_GAN: 4.416 G_L1: 3.612 D_real: 0.007 D_fake: 0.102 +(epoch: 85, iters: 8256, time: 0.413, data: 0.021) G_GAN: 3.708 G_L1: 4.418 D_real: 0.003 D_fake: 0.076 +(epoch: 85, iters: 8356, time: 0.299, data: 0.020) G_GAN: 5.061 G_L1: 4.251 D_real: 0.351 D_fake: 0.023 +(epoch: 85, iters: 8456, time: 0.305, data: 0.018) G_GAN: 4.022 G_L1: 6.402 D_real: 0.038 D_fake: 0.288 +(epoch: 85, iters: 8556, time: 0.303, data: 0.019) G_GAN: 2.544 G_L1: 4.948 D_real: 0.007 D_fake: 0.213 +(epoch: 85, iters: 8656, time: 0.643, data: 0.019) G_GAN: 4.564 G_L1: 5.814 D_real: 0.002 D_fake: 0.028 +(epoch: 85, iters: 8756, time: 0.294, data: 0.019) G_GAN: 4.394 G_L1: 4.594 D_real: 0.001 D_fake: 0.035 +(epoch: 85, iters: 8856, time: 0.293, data: 0.018) G_GAN: 4.464 G_L1: 5.312 D_real: 0.001 D_fake: 0.195 +(epoch: 85, iters: 8956, time: 0.302, data: 0.017) G_GAN: 2.674 G_L1: 3.484 D_real: 0.049 D_fake: 0.123 +(epoch: 85, iters: 9056, time: 0.406, data: 0.019) G_GAN: 3.484 G_L1: 3.514 D_real: 0.003 D_fake: 0.418 +(epoch: 85, iters: 9156, time: 0.300, data: 0.019) G_GAN: 4.994 G_L1: 4.148 D_real: 0.005 D_fake: 0.018 +(epoch: 85, iters: 9256, time: 0.279, data: 0.017) G_GAN: 3.065 G_L1: 3.060 D_real: 0.014 D_fake: 0.716 +(epoch: 85, iters: 9356, time: 0.274, data: 0.018) G_GAN: 4.497 G_L1: 3.051 D_real: 0.210 D_fake: 0.027 +(epoch: 85, iters: 9456, time: 0.406, data: 0.016) G_GAN: 3.948 G_L1: 3.895 D_real: 0.035 D_fake: 0.062 +(epoch: 85, iters: 9556, time: 0.287, data: 0.017) G_GAN: 3.271 G_L1: 4.098 D_real: 0.002 D_fake: 0.223 +(epoch: 85, iters: 9656, time: 0.297, data: 0.017) G_GAN: 4.852 G_L1: 5.247 D_real: 0.015 D_fake: 0.075 +(epoch: 85, iters: 9756, time: 0.304, data: 0.018) G_GAN: 2.665 G_L1: 3.853 D_real: 0.001 D_fake: 0.312 +(epoch: 85, iters: 9856, time: 0.428, data: 0.020) G_GAN: 3.725 G_L1: 3.947 D_real: 0.085 D_fake: 0.072 +(epoch: 85, iters: 9956, time: 0.294, data: 0.020) G_GAN: 2.995 G_L1: 3.862 D_real: 0.091 D_fake: 0.194 +(epoch: 85, iters: 10056, time: 0.294, data: 0.019) G_GAN: 4.337 G_L1: 4.702 D_real: 0.083 D_fake: 0.118 +(epoch: 85, iters: 10156, time: 0.296, data: 0.018) G_GAN: 6.556 G_L1: 4.550 D_real: 0.007 D_fake: 0.006 +(epoch: 85, iters: 10256, time: 0.397, data: 0.023) G_GAN: 3.152 G_L1: 4.486 D_real: 0.048 D_fake: 0.270 +(epoch: 85, iters: 10356, time: 0.303, data: 0.020) G_GAN: 4.597 G_L1: 3.640 D_real: 0.002 D_fake: 0.034 +(epoch: 85, iters: 10456, time: 0.297, data: 0.019) G_GAN: 5.506 G_L1: 4.147 D_real: 0.000 D_fake: 0.014 +(epoch: 85, iters: 10556, time: 0.291, data: 0.019) G_GAN: 5.199 G_L1: 4.843 D_real: 0.038 D_fake: 0.033 +(epoch: 85, iters: 10656, time: 0.623, data: 0.017) G_GAN: 2.866 G_L1: 4.911 D_real: 0.009 D_fake: 0.141 +(epoch: 85, iters: 10756, time: 0.302, data: 0.018) G_GAN: 3.641 G_L1: 3.706 D_real: 0.298 D_fake: 0.089 +(epoch: 85, iters: 10856, time: 0.295, data: 0.018) G_GAN: 3.933 G_L1: 3.051 D_real: 0.022 D_fake: 0.130 +(epoch: 85, iters: 10956, time: 0.303, data: 0.017) G_GAN: 4.480 G_L1: 4.238 D_real: 0.269 D_fake: 0.033 +(epoch: 85, iters: 11056, time: 0.418, data: 0.019) G_GAN: 4.757 G_L1: 4.553 D_real: 0.023 D_fake: 0.037 +(epoch: 85, iters: 11156, time: 0.308, data: 0.017) G_GAN: 3.477 G_L1: 6.459 D_real: 0.023 D_fake: 0.190 +(epoch: 85, iters: 11256, time: 0.300, data: 0.019) G_GAN: 4.801 G_L1: 4.337 D_real: 0.051 D_fake: 0.078 +(epoch: 85, iters: 11356, time: 0.301, data: 0.018) G_GAN: 5.212 G_L1: 4.694 D_real: 0.074 D_fake: 0.031 +(epoch: 85, iters: 11456, time: 0.385, data: 0.020) G_GAN: 6.598 G_L1: 7.728 D_real: 0.005 D_fake: 0.076 +(epoch: 85, iters: 11556, time: 0.296, data: 0.018) G_GAN: 7.170 G_L1: 4.528 D_real: 0.002 D_fake: 0.038 +(epoch: 85, iters: 11656, time: 0.289, data: 0.019) G_GAN: 5.442 G_L1: 4.706 D_real: 0.026 D_fake: 0.029 +(epoch: 85, iters: 11756, time: 0.290, data: 0.017) G_GAN: 4.935 G_L1: 3.574 D_real: 0.085 D_fake: 0.050 +(epoch: 85, iters: 11856, time: 0.405, data: 0.021) G_GAN: 6.739 G_L1: 4.007 D_real: 0.073 D_fake: 0.063 +(epoch: 85, iters: 11956, time: 0.307, data: 0.016) G_GAN: 4.135 G_L1: 4.738 D_real: 0.014 D_fake: 0.063 +(epoch: 85, iters: 12056, time: 0.302, data: 0.019) G_GAN: 6.149 G_L1: 4.672 D_real: 0.003 D_fake: 0.041 +(epoch: 85, iters: 12156, time: 0.299, data: 0.018) G_GAN: 4.681 G_L1: 9.829 D_real: 0.484 D_fake: 0.034 +(epoch: 85, iters: 12256, time: 0.409, data: 0.018) G_GAN: 4.668 G_L1: 6.243 D_real: 0.003 D_fake: 0.040 +(epoch: 85, iters: 12356, time: 0.297, data: 0.018) G_GAN: 4.017 G_L1: 3.989 D_real: 0.348 D_fake: 0.036 +(epoch: 85, iters: 12456, time: 0.294, data: 0.018) G_GAN: 4.958 G_L1: 3.587 D_real: 0.004 D_fake: 0.047 +(epoch: 85, iters: 12556, time: 0.302, data: 0.022) G_GAN: 3.897 G_L1: 3.925 D_real: 0.053 D_fake: 0.125 +(epoch: 85, iters: 12656, time: 0.616, data: 0.018) G_GAN: 3.398 G_L1: 4.619 D_real: 1.139 D_fake: 0.040 +(epoch: 85, iters: 12756, time: 0.290, data: 0.022) G_GAN: 4.347 G_L1: 3.447 D_real: 0.015 D_fake: 0.281 +(epoch: 85, iters: 12856, time: 0.303, data: 0.017) G_GAN: 4.410 G_L1: 3.927 D_real: 0.199 D_fake: 0.042 +(epoch: 85, iters: 12956, time: 0.300, data: 0.019) G_GAN: 7.901 G_L1: 10.531 D_real: 0.000 D_fake: 0.063 +(epoch: 85, iters: 13056, time: 0.421, data: 0.018) G_GAN: 4.381 G_L1: 4.784 D_real: 0.029 D_fake: 0.031 +(epoch: 85, iters: 13156, time: 0.303, data: 0.019) G_GAN: 4.447 G_L1: 3.593 D_real: 0.210 D_fake: 0.045 +(epoch: 85, iters: 13256, time: 0.303, data: 0.020) G_GAN: 4.171 G_L1: 6.336 D_real: 0.018 D_fake: 0.395 +(epoch: 85, iters: 13356, time: 0.300, data: 0.020) G_GAN: 3.528 G_L1: 8.388 D_real: 0.003 D_fake: 0.176 +(epoch: 85, iters: 13456, time: 0.419, data: 0.021) G_GAN: 3.189 G_L1: 3.755 D_real: 0.000 D_fake: 0.298 +(epoch: 85, iters: 13556, time: 0.297, data: 0.019) G_GAN: 3.433 G_L1: 3.237 D_real: 0.001 D_fake: 0.275 +(epoch: 85, iters: 13656, time: 0.294, data: 0.019) G_GAN: 4.267 G_L1: 5.293 D_real: 0.000 D_fake: 0.092 +(epoch: 85, iters: 13756, time: 0.300, data: 0.020) G_GAN: 4.075 G_L1: 4.787 D_real: 0.000 D_fake: 0.146 +(epoch: 85, iters: 13856, time: 0.391, data: 0.028) G_GAN: 4.592 G_L1: 4.576 D_real: 0.078 D_fake: 0.187 +(epoch: 85, iters: 13956, time: 0.289, data: 0.019) G_GAN: 4.200 G_L1: 4.259 D_real: 0.002 D_fake: 0.081 +(epoch: 85, iters: 14056, time: 0.299, data: 0.018) G_GAN: 3.116 G_L1: 3.689 D_real: 0.001 D_fake: 0.442 +(epoch: 85, iters: 14156, time: 0.306, data: 0.018) G_GAN: 5.518 G_L1: 3.799 D_real: 0.004 D_fake: 0.032 +(epoch: 85, iters: 14256, time: 0.417, data: 0.021) G_GAN: 3.591 G_L1: 7.366 D_real: 0.000 D_fake: 0.231 +(epoch: 85, iters: 14356, time: 0.300, data: 0.021) G_GAN: 3.315 G_L1: 3.392 D_real: 0.003 D_fake: 0.233 +(epoch: 85, iters: 14456, time: 0.297, data: 0.021) G_GAN: 4.333 G_L1: 3.366 D_real: 0.006 D_fake: 0.100 +(epoch: 85, iters: 14556, time: 0.294, data: 0.019) G_GAN: 5.233 G_L1: 2.805 D_real: 0.016 D_fake: 0.106 +(epoch: 85, iters: 14656, time: 0.573, data: 0.021) G_GAN: 5.312 G_L1: 5.702 D_real: 0.039 D_fake: 0.097 +(epoch: 85, iters: 14756, time: 0.296, data: 0.020) G_GAN: 2.992 G_L1: 3.416 D_real: 0.344 D_fake: 0.179 +(epoch: 85, iters: 14856, time: 0.300, data: 0.019) G_GAN: 3.630 G_L1: 2.951 D_real: 0.164 D_fake: 0.150 +(epoch: 85, iters: 14956, time: 0.303, data: 0.018) G_GAN: 3.522 G_L1: 3.336 D_real: 0.180 D_fake: 0.127 +(epoch: 85, iters: 15056, time: 0.387, data: 0.019) G_GAN: 4.682 G_L1: 8.785 D_real: 0.001 D_fake: 0.109 +(epoch: 85, iters: 15156, time: 0.288, data: 0.018) G_GAN: 3.866 G_L1: 4.299 D_real: 0.099 D_fake: 0.075 +(epoch: 85, iters: 15256, time: 0.287, data: 0.019) G_GAN: 3.161 G_L1: 4.385 D_real: 0.007 D_fake: 0.053 +(epoch: 85, iters: 15356, time: 0.292, data: 0.020) G_GAN: 3.889 G_L1: 4.262 D_real: 0.130 D_fake: 0.178 +(epoch: 85, iters: 15456, time: 0.407, data: 0.019) G_GAN: 6.364 G_L1: 4.294 D_real: 0.033 D_fake: 0.019 +(epoch: 85, iters: 15556, time: 0.295, data: 0.021) G_GAN: 4.897 G_L1: 5.141 D_real: 0.089 D_fake: 0.324 +(epoch: 85, iters: 15656, time: 0.292, data: 0.019) G_GAN: 3.807 G_L1: 5.227 D_real: 0.007 D_fake: 0.492 +(epoch: 85, iters: 15756, time: 0.303, data: 0.018) G_GAN: 2.857 G_L1: 3.303 D_real: 0.283 D_fake: 0.263 +(epoch: 85, iters: 15856, time: 0.413, data: 0.019) G_GAN: 3.072 G_L1: 3.327 D_real: 0.001 D_fake: 0.267 +(epoch: 85, iters: 15956, time: 0.298, data: 0.019) G_GAN: 4.888 G_L1: 4.358 D_real: 0.077 D_fake: 0.119 +(epoch: 85, iters: 16056, time: 0.304, data: 0.019) G_GAN: 3.019 G_L1: 3.681 D_real: 0.002 D_fake: 0.098 +(epoch: 85, iters: 16156, time: 0.296, data: 0.020) G_GAN: 5.506 G_L1: 4.607 D_real: 0.023 D_fake: 0.124 +(epoch: 85, iters: 16256, time: 0.428, data: 0.019) G_GAN: 3.356 G_L1: 5.817 D_real: 0.015 D_fake: 0.250 +(epoch: 85, iters: 16356, time: 0.295, data: 0.019) G_GAN: 4.464 G_L1: 4.559 D_real: 0.000 D_fake: 0.093 +(epoch: 85, iters: 16456, time: 0.294, data: 0.020) G_GAN: 3.764 G_L1: 3.699 D_real: 0.170 D_fake: 0.613 +(epoch: 85, iters: 16556, time: 0.289, data: 0.020) G_GAN: 3.831 G_L1: 4.216 D_real: 0.114 D_fake: 0.216 +(epoch: 85, iters: 16656, time: 0.601, data: 0.018) G_GAN: 3.463 G_L1: 4.271 D_real: 0.236 D_fake: 0.164 +(epoch: 85, iters: 16756, time: 0.291, data: 0.019) G_GAN: 5.512 G_L1: 4.003 D_real: 0.067 D_fake: 0.033 +(epoch: 85, iters: 16856, time: 0.296, data: 0.017) G_GAN: 4.625 G_L1: 4.168 D_real: 0.174 D_fake: 0.515 +(epoch: 85, iters: 16956, time: 0.297, data: 0.018) G_GAN: 5.615 G_L1: 6.274 D_real: 0.000 D_fake: 0.067 +(epoch: 85, iters: 17056, time: 0.403, data: 0.019) G_GAN: 4.235 G_L1: 6.172 D_real: 0.398 D_fake: 0.385 +(epoch: 85, iters: 17156, time: 0.303, data: 0.017) G_GAN: 4.139 G_L1: 2.995 D_real: 0.033 D_fake: 0.071 +(epoch: 85, iters: 17256, time: 0.287, data: 0.018) G_GAN: 4.378 G_L1: 6.059 D_real: 0.024 D_fake: 0.067 +(epoch: 85, iters: 17356, time: 0.305, data: 0.018) G_GAN: 5.805 G_L1: 4.690 D_real: 0.000 D_fake: 0.041 +(epoch: 85, iters: 17456, time: 0.379, data: 0.019) G_GAN: 5.749 G_L1: 3.440 D_real: 0.006 D_fake: 0.039 +(epoch: 85, iters: 17556, time: 0.299, data: 0.018) G_GAN: 3.480 G_L1: 3.302 D_real: 0.050 D_fake: 0.109 +(epoch: 85, iters: 17656, time: 0.284, data: 0.021) G_GAN: 5.119 G_L1: 3.275 D_real: 0.128 D_fake: 0.025 +(epoch: 85, iters: 17756, time: 0.306, data: 0.019) G_GAN: 4.320 G_L1: 4.814 D_real: 0.048 D_fake: 0.086 +(epoch: 85, iters: 17856, time: 0.417, data: 0.019) G_GAN: 4.617 G_L1: 3.031 D_real: 0.666 D_fake: 0.014 +(epoch: 85, iters: 17956, time: 0.298, data: 0.019) G_GAN: 4.499 G_L1: 3.784 D_real: 0.216 D_fake: 0.028 +(epoch: 85, iters: 18056, time: 0.302, data: 0.020) G_GAN: 5.115 G_L1: 5.109 D_real: 0.638 D_fake: 0.021 +(epoch: 85, iters: 18156, time: 0.310, data: 0.021) G_GAN: 2.700 G_L1: 3.932 D_real: 0.032 D_fake: 0.414 +(epoch: 85, iters: 18256, time: 0.383, data: 0.019) G_GAN: 7.167 G_L1: 4.116 D_real: 0.008 D_fake: 0.026 +(epoch: 85, iters: 18356, time: 0.285, data: 0.020) G_GAN: 5.779 G_L1: 7.238 D_real: 0.005 D_fake: 0.047 +(epoch: 85, iters: 18456, time: 0.294, data: 0.018) G_GAN: 3.113 G_L1: 6.130 D_real: 0.653 D_fake: 0.035 +(epoch: 85, iters: 18556, time: 0.303, data: 0.025) G_GAN: 4.365 G_L1: 6.626 D_real: 0.000 D_fake: 0.178 +(epoch: 85, iters: 18656, time: 0.634, data: 0.022) G_GAN: 5.452 G_L1: 6.475 D_real: 0.005 D_fake: 0.022 +(epoch: 85, iters: 18756, time: 0.292, data: 0.019) G_GAN: 3.468 G_L1: 3.146 D_real: 0.044 D_fake: 0.187 +(epoch: 85, iters: 18856, time: 0.292, data: 0.018) G_GAN: 6.042 G_L1: 3.919 D_real: 0.027 D_fake: 0.079 +(epoch: 85, iters: 18956, time: 0.291, data: 0.018) G_GAN: 3.881 G_L1: 2.383 D_real: 0.295 D_fake: 0.073 +(epoch: 85, iters: 19056, time: 0.356, data: 0.019) G_GAN: 6.413 G_L1: 3.402 D_real: 0.000 D_fake: 0.017 +(epoch: 85, iters: 19156, time: 0.291, data: 0.016) G_GAN: 4.723 G_L1: 2.537 D_real: 0.020 D_fake: 0.044 +(epoch: 85, iters: 19256, time: 0.283, data: 0.019) G_GAN: 5.580 G_L1: 3.490 D_real: 0.036 D_fake: 0.023 +(epoch: 85, iters: 19356, time: 0.289, data: 0.018) G_GAN: 6.132 G_L1: 4.461 D_real: 0.009 D_fake: 0.025 +(epoch: 85, iters: 19456, time: 0.415, data: 0.019) G_GAN: 6.143 G_L1: 4.584 D_real: 0.011 D_fake: 0.009 +(epoch: 85, iters: 19556, time: 0.301, data: 0.022) G_GAN: 5.555 G_L1: 5.390 D_real: 0.028 D_fake: 0.029 +(epoch: 85, iters: 19656, time: 0.286, data: 0.019) G_GAN: 6.771 G_L1: 6.202 D_real: 0.008 D_fake: 0.037 +(epoch: 85, iters: 19756, time: 0.286, data: 0.019) G_GAN: 4.431 G_L1: 4.624 D_real: 0.038 D_fake: 0.089 +(epoch: 85, iters: 19856, time: 0.407, data: 0.017) G_GAN: 3.941 G_L1: 6.517 D_real: 0.004 D_fake: 0.082 +(epoch: 85, iters: 19956, time: 0.293, data: 0.016) G_GAN: 3.551 G_L1: 2.823 D_real: 0.175 D_fake: 0.039 +(epoch: 85, iters: 20056, time: 0.299, data: 0.019) G_GAN: 4.521 G_L1: 4.118 D_real: 0.025 D_fake: 0.081 +(epoch: 85, iters: 20156, time: 0.281, data: 0.019) G_GAN: 5.428 G_L1: 3.497 D_real: 0.101 D_fake: 0.031 +(epoch: 85, iters: 20256, time: 0.414, data: 0.018) G_GAN: 4.785 G_L1: 3.224 D_real: 0.082 D_fake: 0.105 +(epoch: 85, iters: 20356, time: 0.303, data: 0.019) G_GAN: 4.715 G_L1: 5.507 D_real: 0.213 D_fake: 0.584 +(epoch: 85, iters: 20456, time: 0.299, data: 0.020) G_GAN: 3.794 G_L1: 3.558 D_real: 0.023 D_fake: 0.128 +(epoch: 85, iters: 20556, time: 0.298, data: 0.019) G_GAN: 5.624 G_L1: 4.313 D_real: 0.144 D_fake: 0.020 +(epoch: 85, iters: 20656, time: 0.618, data: 0.020) G_GAN: 4.633 G_L1: 3.989 D_real: 0.037 D_fake: 0.064 +(epoch: 85, iters: 20756, time: 0.291, data: 0.018) G_GAN: 4.945 G_L1: 4.813 D_real: 0.091 D_fake: 0.029 +(epoch: 85, iters: 20856, time: 0.300, data: 0.017) G_GAN: 6.701 G_L1: 5.887 D_real: 0.030 D_fake: 0.006 +(epoch: 85, iters: 20956, time: 0.299, data: 0.020) G_GAN: 7.855 G_L1: 3.658 D_real: 0.043 D_fake: 0.003 +(epoch: 85, iters: 21056, time: 0.415, data: 0.019) G_GAN: 5.196 G_L1: 6.104 D_real: 0.015 D_fake: 0.032 +(epoch: 85, iters: 21156, time: 0.295, data: 0.019) G_GAN: 3.459 G_L1: 5.486 D_real: 0.001 D_fake: 0.520 +(epoch: 85, iters: 21256, time: 0.300, data: 0.019) G_GAN: 5.122 G_L1: 4.989 D_real: 0.127 D_fake: 0.017 +(epoch: 85, iters: 21356, time: 0.290, data: 0.020) G_GAN: 5.341 G_L1: 4.280 D_real: 0.001 D_fake: 0.030 +(epoch: 85, iters: 21456, time: 0.393, data: 0.019) G_GAN: 5.757 G_L1: 5.374 D_real: 0.001 D_fake: 0.013 +(epoch: 85, iters: 21556, time: 0.289, data: 0.019) G_GAN: 5.022 G_L1: 8.678 D_real: 0.145 D_fake: 0.017 +(epoch: 85, iters: 21656, time: 0.298, data: 0.019) G_GAN: 5.566 G_L1: 5.691 D_real: 0.000 D_fake: 0.009 +(epoch: 85, iters: 21756, time: 0.286, data: 0.020) G_GAN: 5.417 G_L1: 4.631 D_real: 0.042 D_fake: 0.022 +(epoch: 85, iters: 21856, time: 0.392, data: 0.019) G_GAN: 7.378 G_L1: 4.057 D_real: 0.033 D_fake: 0.012 +(epoch: 85, iters: 21956, time: 0.300, data: 0.018) G_GAN: 5.461 G_L1: 5.683 D_real: 0.053 D_fake: 0.016 +(epoch: 85, iters: 22056, time: 0.289, data: 0.019) G_GAN: 6.655 G_L1: 4.157 D_real: 0.016 D_fake: 0.026 +(epoch: 85, iters: 22156, time: 0.298, data: 0.017) G_GAN: 6.284 G_L1: 3.569 D_real: 0.102 D_fake: 0.044 +(epoch: 85, iters: 22256, time: 0.399, data: 0.019) G_GAN: 5.208 G_L1: 5.303 D_real: 0.050 D_fake: 0.069 +(epoch: 85, iters: 22356, time: 0.298, data: 0.017) G_GAN: 3.618 G_L1: 3.420 D_real: 0.404 D_fake: 0.119 +(epoch: 85, iters: 22456, time: 0.280, data: 0.021) G_GAN: 6.630 G_L1: 4.888 D_real: 0.004 D_fake: 0.008 +(epoch: 85, iters: 22556, time: 0.271, data: 0.017) G_GAN: 5.085 G_L1: 3.090 D_real: 0.021 D_fake: 0.027 +(epoch: 85, iters: 22656, time: 0.620, data: 0.016) G_GAN: 6.288 G_L1: 5.305 D_real: 0.044 D_fake: 0.006 +(epoch: 85, iters: 22756, time: 0.298, data: 0.019) G_GAN: 2.811 G_L1: 2.891 D_real: 0.367 D_fake: 0.257 +(epoch: 85, iters: 22856, time: 0.301, data: 0.019) G_GAN: 4.046 G_L1: 5.570 D_real: 0.043 D_fake: 0.073 +(epoch: 85, iters: 22956, time: 0.297, data: 0.019) G_GAN: 4.593 G_L1: 3.581 D_real: 0.014 D_fake: 0.056 +(epoch: 85, iters: 23056, time: 0.403, data: 0.020) G_GAN: 4.687 G_L1: 4.871 D_real: 0.068 D_fake: 0.023 +(epoch: 85, iters: 23156, time: 0.290, data: 0.018) G_GAN: 4.813 G_L1: 3.905 D_real: 0.030 D_fake: 0.026 +(epoch: 85, iters: 23256, time: 0.297, data: 0.020) G_GAN: 4.118 G_L1: 2.899 D_real: 0.036 D_fake: 0.038 +(epoch: 85, iters: 23356, time: 0.304, data: 0.018) G_GAN: 6.596 G_L1: 6.355 D_real: 0.014 D_fake: 0.020 +(epoch: 85, iters: 23456, time: 0.404, data: 0.019) G_GAN: 4.938 G_L1: 3.698 D_real: 0.016 D_fake: 0.018 +(epoch: 85, iters: 23556, time: 0.296, data: 0.018) G_GAN: 4.891 G_L1: 3.218 D_real: 0.131 D_fake: 0.067 +(epoch: 85, iters: 23656, time: 0.294, data: 0.019) G_GAN: 4.259 G_L1: 4.015 D_real: 0.013 D_fake: 0.050 +(epoch: 85, iters: 23756, time: 0.291, data: 0.018) G_GAN: 5.289 G_L1: 2.988 D_real: 0.004 D_fake: 0.057 +(epoch: 85, iters: 23856, time: 0.426, data: 0.018) G_GAN: 5.225 G_L1: 3.135 D_real: 0.003 D_fake: 0.029 +(epoch: 85, iters: 23956, time: 0.301, data: 0.019) G_GAN: 3.043 G_L1: 2.906 D_real: 0.500 D_fake: 0.125 +(epoch: 85, iters: 24056, time: 0.283, data: 0.022) G_GAN: 5.385 G_L1: 4.368 D_real: 0.022 D_fake: 0.021 +(epoch: 85, iters: 24156, time: 0.293, data: 0.015) G_GAN: 4.294 G_L1: 3.111 D_real: 0.002 D_fake: 0.040 +(epoch: 85, iters: 24256, time: 0.407, data: 0.018) G_GAN: 3.896 G_L1: 5.377 D_real: 0.014 D_fake: 0.253 +(epoch: 85, iters: 24356, time: 0.292, data: 0.019) G_GAN: 4.670 G_L1: 4.663 D_real: 0.017 D_fake: 0.053 +(epoch: 85, iters: 24456, time: 0.291, data: 0.021) G_GAN: 5.271 G_L1: 3.741 D_real: 0.006 D_fake: 0.018 +(epoch: 85, iters: 24556, time: 0.294, data: 0.021) G_GAN: 4.819 G_L1: 3.865 D_real: 0.286 D_fake: 0.037 +(epoch: 85, iters: 24656, time: 0.616, data: 0.017) G_GAN: 5.169 G_L1: 3.479 D_real: 0.000 D_fake: 0.072 +(epoch: 85, iters: 24756, time: 0.299, data: 0.021) G_GAN: 5.264 G_L1: 6.400 D_real: 0.002 D_fake: 0.022 +(epoch: 85, iters: 24856, time: 0.285, data: 0.019) G_GAN: 5.081 G_L1: 4.271 D_real: 0.010 D_fake: 0.071 +(epoch: 85, iters: 24956, time: 0.292, data: 0.018) G_GAN: 6.657 G_L1: 5.228 D_real: 0.008 D_fake: 0.008 +(epoch: 85, iters: 25056, time: 0.415, data: 0.018) G_GAN: 5.412 G_L1: 4.845 D_real: 0.007 D_fake: 0.028 +(epoch: 85, iters: 25156, time: 0.292, data: 0.018) G_GAN: 4.209 G_L1: 4.257 D_real: 0.002 D_fake: 0.133 +(epoch: 85, iters: 25256, time: 0.287, data: 0.018) G_GAN: 5.648 G_L1: 6.097 D_real: 1.470 D_fake: 0.003 +(epoch: 85, iters: 25356, time: 0.283, data: 0.018) G_GAN: 4.743 G_L1: 4.238 D_real: 0.027 D_fake: 0.096 +(epoch: 85, iters: 25456, time: 0.397, data: 0.019) G_GAN: 6.409 G_L1: 4.014 D_real: 0.013 D_fake: 0.319 +(epoch: 85, iters: 25556, time: 0.300, data: 0.018) G_GAN: 4.730 G_L1: 3.646 D_real: 0.001 D_fake: 0.136 +(epoch: 85, iters: 25656, time: 0.291, data: 0.020) G_GAN: 5.649 G_L1: 3.931 D_real: 0.001 D_fake: 0.020 +(epoch: 85, iters: 25756, time: 0.295, data: 0.020) G_GAN: 5.546 G_L1: 5.767 D_real: 0.107 D_fake: 0.017 +(epoch: 85, iters: 25856, time: 0.403, data: 0.020) G_GAN: 4.789 G_L1: 2.953 D_real: 0.005 D_fake: 0.036 +(epoch: 85, iters: 25956, time: 0.301, data: 0.020) G_GAN: 6.034 G_L1: 7.621 D_real: 0.010 D_fake: 0.549 +(epoch: 85, iters: 26056, time: 0.283, data: 0.019) G_GAN: 5.172 G_L1: 5.162 D_real: 0.170 D_fake: 0.046 +(epoch: 85, iters: 26156, time: 0.292, data: 0.017) G_GAN: 5.854 G_L1: 6.207 D_real: 0.000 D_fake: 0.008 +(epoch: 85, iters: 26256, time: 0.416, data: 0.015) G_GAN: 6.440 G_L1: 10.475 D_real: 0.024 D_fake: 0.028 +(epoch: 85, iters: 26356, time: 0.295, data: 0.017) G_GAN: 7.233 G_L1: 4.933 D_real: 0.000 D_fake: 0.039 +(epoch: 85, iters: 26456, time: 0.288, data: 0.018) G_GAN: 9.637 G_L1: 4.242 D_real: 0.024 D_fake: 0.005 +(epoch: 85, iters: 26556, time: 0.291, data: 0.018) G_GAN: 6.674 G_L1: 5.290 D_real: 0.000 D_fake: 0.016 +(epoch: 85, iters: 26656, time: 0.611, data: 0.018) G_GAN: 7.760 G_L1: 4.823 D_real: 0.003 D_fake: 0.008 +(epoch: 85, iters: 26756, time: 0.290, data: 0.017) G_GAN: 8.706 G_L1: 4.390 D_real: 0.046 D_fake: 0.010 +(epoch: 85, iters: 26856, time: 0.293, data: 0.015) G_GAN: 3.744 G_L1: 3.948 D_real: 0.541 D_fake: 0.249 +(epoch: 85, iters: 26956, time: 0.300, data: 0.018) G_GAN: 4.488 G_L1: 4.089 D_real: 0.007 D_fake: 0.205 +(epoch: 85, iters: 27056, time: 0.429, data: 0.018) G_GAN: 6.809 G_L1: 6.444 D_real: 0.000 D_fake: 0.041 +(epoch: 85, iters: 27156, time: 0.296, data: 0.018) G_GAN: 5.469 G_L1: 4.532 D_real: 0.003 D_fake: 0.017 +(epoch: 85, iters: 27256, time: 0.291, data: 0.019) G_GAN: 3.659 G_L1: 6.962 D_real: 0.534 D_fake: 0.034 +(epoch: 85, iters: 27356, time: 0.289, data: 0.017) G_GAN: 5.756 G_L1: 4.045 D_real: 0.001 D_fake: 0.295 +(epoch: 85, iters: 27456, time: 0.383, data: 0.017) G_GAN: 7.671 G_L1: 2.965 D_real: 0.010 D_fake: 0.009 +(epoch: 85, iters: 27556, time: 0.298, data: 0.017) G_GAN: 4.874 G_L1: 5.335 D_real: 0.000 D_fake: 0.029 +(epoch: 85, iters: 27656, time: 0.289, data: 0.019) G_GAN: 7.346 G_L1: 7.081 D_real: 0.001 D_fake: 0.010 +(epoch: 85, iters: 27756, time: 0.279, data: 0.018) G_GAN: 6.449 G_L1: 3.854 D_real: 0.004 D_fake: 0.095 +(epoch: 85, iters: 27856, time: 0.392, data: 0.017) G_GAN: 7.118 G_L1: 3.561 D_real: 0.000 D_fake: 0.008 +(epoch: 85, iters: 27956, time: 0.296, data: 0.017) G_GAN: 4.386 G_L1: 4.910 D_real: 0.000 D_fake: 0.097 +(epoch: 85, iters: 28056, time: 0.297, data: 0.018) G_GAN: 5.132 G_L1: 5.706 D_real: 0.003 D_fake: 0.051 +(epoch: 85, iters: 28156, time: 0.300, data: 0.019) G_GAN: 3.782 G_L1: 3.778 D_real: 0.138 D_fake: 0.069 +(epoch: 85, iters: 28256, time: 0.411, data: 0.022) G_GAN: 5.161 G_L1: 4.093 D_real: 0.000 D_fake: 0.026 +(epoch: 85, iters: 28356, time: 0.296, data: 0.017) G_GAN: 4.154 G_L1: 3.567 D_real: 0.289 D_fake: 0.052 +(epoch: 85, iters: 28456, time: 0.300, data: 0.017) G_GAN: 7.524 G_L1: 6.279 D_real: 0.000 D_fake: 0.028 +(epoch: 85, iters: 28556, time: 0.299, data: 0.017) G_GAN: 5.587 G_L1: 2.779 D_real: 0.003 D_fake: 0.058 +(epoch: 85, iters: 28656, time: 0.580, data: 0.018) G_GAN: 3.563 G_L1: 3.304 D_real: 0.015 D_fake: 0.075 +(epoch: 85, iters: 28756, time: 0.305, data: 0.018) G_GAN: 5.652 G_L1: 4.872 D_real: 0.001 D_fake: 0.069 +(epoch: 85, iters: 28856, time: 0.304, data: 0.019) G_GAN: 4.893 G_L1: 4.795 D_real: 0.000 D_fake: 0.057 +(epoch: 85, iters: 28956, time: 0.293, data: 0.019) G_GAN: 4.102 G_L1: 4.447 D_real: 0.000 D_fake: 0.034 +(epoch: 85, iters: 29056, time: 0.417, data: 0.018) G_GAN: 3.307 G_L1: 4.696 D_real: 0.000 D_fake: 0.359 +(epoch: 85, iters: 29156, time: 0.297, data: 0.019) G_GAN: 5.556 G_L1: 4.341 D_real: 0.001 D_fake: 0.012 +(epoch: 85, iters: 29256, time: 0.302, data: 0.019) G_GAN: 3.005 G_L1: 2.966 D_real: 0.002 D_fake: 0.157 +(epoch: 85, iters: 29356, time: 0.288, data: 0.020) G_GAN: 6.157 G_L1: 9.132 D_real: 0.004 D_fake: 0.050 +(epoch: 85, iters: 29456, time: 0.423, data: 0.018) G_GAN: 4.264 G_L1: 3.621 D_real: 0.000 D_fake: 0.069 +(epoch: 85, iters: 29556, time: 0.285, data: 0.021) G_GAN: 6.706 G_L1: 3.022 D_real: 0.034 D_fake: 0.009 +(epoch: 85, iters: 29656, time: 0.293, data: 0.018) G_GAN: 5.638 G_L1: 3.942 D_real: 0.000 D_fake: 0.014 +(epoch: 85, iters: 29756, time: 0.300, data: 0.019) G_GAN: 4.037 G_L1: 4.960 D_real: 0.000 D_fake: 0.020 +(epoch: 85, iters: 29856, time: 0.391, data: 0.020) G_GAN: 4.161 G_L1: 4.307 D_real: 0.002 D_fake: 0.132 +(epoch: 85, iters: 29956, time: 0.301, data: 0.019) G_GAN: 4.484 G_L1: 7.816 D_real: 0.000 D_fake: 0.094 +(epoch: 85, iters: 30056, time: 0.302, data: 0.019) G_GAN: 5.987 G_L1: 8.117 D_real: 0.001 D_fake: 0.018 +(epoch: 85, iters: 30156, time: 0.300, data: 0.020) G_GAN: 4.163 G_L1: 4.144 D_real: 0.007 D_fake: 0.045 +(epoch: 85, iters: 30256, time: 0.414, data: 0.019) G_GAN: 3.439 G_L1: 5.036 D_real: 0.000 D_fake: 0.268 +(epoch: 85, iters: 30356, time: 0.298, data: 0.018) G_GAN: 3.834 G_L1: 3.673 D_real: 0.003 D_fake: 0.081 +(epoch: 85, iters: 30456, time: 0.308, data: 0.019) G_GAN: 4.389 G_L1: 5.185 D_real: 0.000 D_fake: 0.065 +(epoch: 85, iters: 30556, time: 0.302, data: 0.018) G_GAN: 3.916 G_L1: 7.247 D_real: 0.015 D_fake: 0.133 +(epoch: 85, iters: 30656, time: 0.613, data: 0.019) G_GAN: 3.908 G_L1: 8.307 D_real: 0.030 D_fake: 0.102 +(epoch: 85, iters: 30756, time: 0.301, data: 0.020) G_GAN: 7.591 G_L1: 3.506 D_real: 0.001 D_fake: 0.028 +(epoch: 85, iters: 30856, time: 0.298, data: 0.019) G_GAN: 3.629 G_L1: 3.511 D_real: 0.000 D_fake: 0.328 +(epoch: 85, iters: 30956, time: 0.297, data: 0.019) G_GAN: 2.399 G_L1: 2.599 D_real: 0.527 D_fake: 0.166 +(epoch: 85, iters: 31056, time: 0.417, data: 0.022) G_GAN: 5.379 G_L1: 4.016 D_real: 0.001 D_fake: 0.060 +(epoch: 85, iters: 31156, time: 0.300, data: 0.019) G_GAN: 5.305 G_L1: 3.505 D_real: 0.007 D_fake: 0.010 +(epoch: 85, iters: 31256, time: 0.293, data: 0.019) G_GAN: 2.719 G_L1: 4.164 D_real: 0.010 D_fake: 0.207 +(epoch: 85, iters: 31356, time: 0.301, data: 0.018) G_GAN: 3.010 G_L1: 3.809 D_real: 0.009 D_fake: 0.132 +(epoch: 85, iters: 31456, time: 0.398, data: 0.019) G_GAN: 4.350 G_L1: 6.012 D_real: 0.000 D_fake: 0.181 +(epoch: 85, iters: 31556, time: 0.292, data: 0.020) G_GAN: 3.914 G_L1: 3.086 D_real: 0.283 D_fake: 0.490 +(epoch: 85, iters: 31656, time: 0.300, data: 0.019) G_GAN: 7.737 G_L1: 5.493 D_real: 0.001 D_fake: 0.014 +(epoch: 85, iters: 31756, time: 0.286, data: 0.019) G_GAN: 3.007 G_L1: 4.499 D_real: 0.001 D_fake: 0.237 +(epoch: 85, iters: 31856, time: 0.400, data: 0.020) G_GAN: 3.977 G_L1: 4.184 D_real: 0.001 D_fake: 0.040 +(epoch: 85, iters: 31956, time: 0.287, data: 0.019) G_GAN: 3.205 G_L1: 2.685 D_real: 0.173 D_fake: 0.100 +(epoch: 85, iters: 32056, time: 0.301, data: 0.018) G_GAN: 3.871 G_L1: 4.374 D_real: 0.016 D_fake: 0.188 +(epoch: 85, iters: 32156, time: 0.294, data: 0.019) G_GAN: 5.314 G_L1: 7.734 D_real: 0.000 D_fake: 0.056 +(epoch: 85, iters: 32256, time: 0.385, data: 0.018) G_GAN: 5.237 G_L1: 2.820 D_real: 0.002 D_fake: 0.088 +(epoch: 85, iters: 32356, time: 0.291, data: 0.019) G_GAN: 4.096 G_L1: 3.719 D_real: 0.001 D_fake: 0.036 +(epoch: 85, iters: 32456, time: 0.295, data: 0.018) G_GAN: 4.465 G_L1: 4.597 D_real: 0.000 D_fake: 0.093 +(epoch: 85, iters: 32556, time: 0.299, data: 0.018) G_GAN: 5.214 G_L1: 4.204 D_real: 0.005 D_fake: 0.181 +(epoch: 85, iters: 32656, time: 0.646, data: 0.020) G_GAN: 4.560 G_L1: 4.644 D_real: 0.000 D_fake: 0.057 +(epoch: 85, iters: 32756, time: 0.298, data: 0.019) G_GAN: 3.671 G_L1: 5.069 D_real: 0.002 D_fake: 0.108 +(epoch: 85, iters: 32856, time: 0.299, data: 0.018) G_GAN: 4.710 G_L1: 6.365 D_real: 0.013 D_fake: 0.124 +(epoch: 85, iters: 32956, time: 0.298, data: 0.020) G_GAN: 3.957 G_L1: 5.400 D_real: 0.005 D_fake: 0.196 +(epoch: 85, iters: 33056, time: 0.422, data: 0.019) G_GAN: 4.524 G_L1: 4.372 D_real: 0.011 D_fake: 0.045 +(epoch: 85, iters: 33156, time: 0.294, data: 0.019) G_GAN: 2.817 G_L1: 4.528 D_real: 0.000 D_fake: 0.331 +(epoch: 85, iters: 33256, time: 0.282, data: 0.017) G_GAN: 3.563 G_L1: 10.498 D_real: 0.000 D_fake: 0.105 +(epoch: 85, iters: 33356, time: 0.302, data: 0.018) G_GAN: 2.924 G_L1: 4.624 D_real: 0.000 D_fake: 0.244 +(epoch: 85, iters: 33456, time: 0.423, data: 0.019) G_GAN: 2.788 G_L1: 4.060 D_real: 0.001 D_fake: 0.112 +(epoch: 85, iters: 33556, time: 0.297, data: 0.018) G_GAN: 4.005 G_L1: 7.019 D_real: 0.000 D_fake: 0.182 +(epoch: 85, iters: 33656, time: 0.306, data: 0.019) G_GAN: 3.914 G_L1: 6.670 D_real: 0.001 D_fake: 0.292 +(epoch: 85, iters: 33756, time: 0.305, data: 0.019) G_GAN: 4.083 G_L1: 3.981 D_real: 0.072 D_fake: 0.056 +(epoch: 85, iters: 33856, time: 0.395, data: 0.020) G_GAN: 2.638 G_L1: 2.623 D_real: 0.032 D_fake: 0.222 +(epoch: 85, iters: 33956, time: 0.293, data: 0.021) G_GAN: 3.295 G_L1: 3.669 D_real: 0.004 D_fake: 0.225 +(epoch: 85, iters: 34056, time: 0.304, data: 0.021) G_GAN: 5.201 G_L1: 6.718 D_real: 0.017 D_fake: 0.319 +(epoch: 85, iters: 34156, time: 0.286, data: 0.019) G_GAN: 3.906 G_L1: 7.131 D_real: 0.000 D_fake: 0.397 +(epoch: 85, iters: 34256, time: 0.416, data: 0.018) G_GAN: 4.540 G_L1: 4.594 D_real: 0.005 D_fake: 0.293 +(epoch: 85, iters: 34356, time: 0.298, data: 0.020) G_GAN: 2.355 G_L1: 3.859 D_real: 0.002 D_fake: 0.494 +(epoch: 85, iters: 34456, time: 0.307, data: 0.018) G_GAN: 4.899 G_L1: 6.311 D_real: 0.006 D_fake: 0.349 +(epoch: 85, iters: 34556, time: 0.295, data: 0.020) G_GAN: 6.304 G_L1: 5.970 D_real: 0.000 D_fake: 0.026 +(epoch: 85, iters: 34656, time: 0.646, data: 0.020) G_GAN: 2.462 G_L1: 4.470 D_real: 0.004 D_fake: 0.191 +(epoch: 85, iters: 34756, time: 0.304, data: 0.020) G_GAN: 2.939 G_L1: 6.561 D_real: 0.001 D_fake: 0.173 +(epoch: 85, iters: 34856, time: 0.298, data: 0.019) G_GAN: 5.230 G_L1: 6.572 D_real: 0.000 D_fake: 0.143 +(epoch: 85, iters: 34956, time: 0.301, data: 0.024) G_GAN: 2.467 G_L1: 4.556 D_real: 0.000 D_fake: 0.435 +(epoch: 85, iters: 35056, time: 0.415, data: 0.019) G_GAN: 5.013 G_L1: 8.413 D_real: 0.004 D_fake: 0.047 +(epoch: 85, iters: 35156, time: 0.305, data: 0.021) G_GAN: 4.573 G_L1: 5.771 D_real: 0.000 D_fake: 0.342 +(epoch: 85, iters: 35256, time: 0.303, data: 0.019) G_GAN: 3.792 G_L1: 6.013 D_real: 0.001 D_fake: 0.281 +(epoch: 85, iters: 35356, time: 0.301, data: 0.019) G_GAN: 3.239 G_L1: 3.639 D_real: 0.000 D_fake: 0.125 +(epoch: 85, iters: 35456, time: 0.423, data: 0.020) G_GAN: 2.745 G_L1: 3.057 D_real: 0.893 D_fake: 0.254 +(epoch: 85, iters: 35556, time: 0.301, data: 0.019) G_GAN: 2.706 G_L1: 3.518 D_real: 0.772 D_fake: 0.081 +(epoch: 85, iters: 35656, time: 0.307, data: 0.020) G_GAN: 3.230 G_L1: 5.316 D_real: 0.001 D_fake: 0.151 +(epoch: 85, iters: 35756, time: 0.308, data: 0.020) G_GAN: 4.875 G_L1: 4.975 D_real: 0.000 D_fake: 0.162 +(epoch: 85, iters: 35856, time: 0.387, data: 0.020) G_GAN: 3.361 G_L1: 4.572 D_real: 0.000 D_fake: 0.104 +(epoch: 85, iters: 35956, time: 0.296, data: 0.019) G_GAN: 5.026 G_L1: 3.690 D_real: 0.017 D_fake: 0.064 +(epoch: 85, iters: 36056, time: 0.278, data: 0.019) G_GAN: 4.474 G_L1: 3.982 D_real: 0.113 D_fake: 0.104 +(epoch: 85, iters: 36156, time: 0.285, data: 0.018) G_GAN: 5.769 G_L1: 5.357 D_real: 0.002 D_fake: 0.020 +(epoch: 85, iters: 36256, time: 0.417, data: 0.018) G_GAN: 5.066 G_L1: 7.526 D_real: 0.009 D_fake: 0.198 +(epoch: 85, iters: 36356, time: 0.288, data: 0.018) G_GAN: 2.489 G_L1: 5.232 D_real: 0.000 D_fake: 0.396 +(epoch: 85, iters: 36456, time: 0.304, data: 0.019) G_GAN: 2.563 G_L1: 4.458 D_real: 0.000 D_fake: 0.299 +(epoch: 85, iters: 36556, time: 0.303, data: 0.019) G_GAN: 2.519 G_L1: 4.961 D_real: 0.000 D_fake: 0.395 +(epoch: 85, iters: 36656, time: 0.651, data: 0.019) G_GAN: 3.418 G_L1: 4.821 D_real: 0.000 D_fake: 0.173 +(epoch: 85, iters: 36756, time: 0.305, data: 0.019) G_GAN: 3.491 G_L1: 5.272 D_real: 0.001 D_fake: 0.235 +(epoch: 85, iters: 36856, time: 0.301, data: 0.020) G_GAN: 4.207 G_L1: 4.148 D_real: 0.214 D_fake: 0.112 +(epoch: 85, iters: 36956, time: 0.301, data: 0.019) G_GAN: 3.999 G_L1: 4.342 D_real: 0.022 D_fake: 0.019 +(epoch: 85, iters: 37056, time: 0.386, data: 0.019) G_GAN: 5.288 G_L1: 5.069 D_real: 0.002 D_fake: 0.120 +(epoch: 85, iters: 37156, time: 0.303, data: 0.018) G_GAN: 4.841 G_L1: 8.001 D_real: 0.014 D_fake: 0.059 +(epoch: 85, iters: 37256, time: 0.299, data: 0.020) G_GAN: 3.534 G_L1: 4.466 D_real: 0.085 D_fake: 0.072 +(epoch: 85, iters: 37356, time: 0.303, data: 0.020) G_GAN: 3.235 G_L1: 7.972 D_real: 0.000 D_fake: 0.240 +(epoch: 85, iters: 37456, time: 0.417, data: 0.021) G_GAN: 2.502 G_L1: 4.647 D_real: 0.002 D_fake: 0.321 +(epoch: 85, iters: 37556, time: 0.295, data: 0.022) G_GAN: 3.045 G_L1: 3.485 D_real: 0.000 D_fake: 0.224 +(epoch: 85, iters: 37656, time: 0.308, data: 0.019) G_GAN: 2.987 G_L1: 2.974 D_real: 0.174 D_fake: 0.087 +(epoch: 85, iters: 37756, time: 0.295, data: 0.018) G_GAN: 2.232 G_L1: 3.863 D_real: 0.001 D_fake: 0.156 +(epoch: 85, iters: 37856, time: 0.415, data: 0.020) G_GAN: 3.324 G_L1: 5.712 D_real: 0.584 D_fake: 0.059 +(epoch: 85, iters: 37956, time: 0.301, data: 0.019) G_GAN: 3.418 G_L1: 4.730 D_real: 0.017 D_fake: 0.032 +(epoch: 85, iters: 38056, time: 0.304, data: 0.020) G_GAN: 3.686 G_L1: 3.789 D_real: 0.008 D_fake: 0.096 +(epoch: 85, iters: 38156, time: 0.294, data: 0.020) G_GAN: 2.442 G_L1: 4.846 D_real: 0.000 D_fake: 0.613 +(epoch: 85, iters: 38256, time: 0.402, data: 0.019) G_GAN: 4.852 G_L1: 6.077 D_real: 0.000 D_fake: 0.146 +(epoch: 85, iters: 38356, time: 0.289, data: 0.030) G_GAN: 4.121 G_L1: 3.863 D_real: 0.320 D_fake: 0.029 +(epoch: 85, iters: 38456, time: 0.300, data: 0.017) G_GAN: 2.708 G_L1: 3.730 D_real: 0.006 D_fake: 0.299 +(epoch: 85, iters: 38556, time: 0.303, data: 0.018) G_GAN: 2.796 G_L1: 2.374 D_real: 0.254 D_fake: 0.284 +(epoch: 85, iters: 38656, time: 0.631, data: 0.020) G_GAN: 2.549 G_L1: 4.539 D_real: 0.000 D_fake: 0.585 +(epoch: 85, iters: 38756, time: 0.284, data: 0.020) G_GAN: 3.560 G_L1: 4.459 D_real: 0.000 D_fake: 0.142 +(epoch: 85, iters: 38856, time: 0.303, data: 0.019) G_GAN: 2.885 G_L1: 4.236 D_real: 0.007 D_fake: 0.245 +(epoch: 85, iters: 38956, time: 0.302, data: 0.022) G_GAN: 4.085 G_L1: 4.835 D_real: 0.000 D_fake: 0.059 +(epoch: 85, iters: 39056, time: 0.408, data: 0.020) G_GAN: 5.009 G_L1: 3.867 D_real: 0.000 D_fake: 0.030 +(epoch: 85, iters: 39156, time: 0.299, data: 0.018) G_GAN: 0.834 G_L1: 1.660 D_real: 1.198 D_fake: 0.882 +(epoch: 85, iters: 39256, time: 0.294, data: 0.019) G_GAN: 3.238 G_L1: 7.320 D_real: 0.008 D_fake: 0.608 +(epoch: 85, iters: 39356, time: 0.299, data: 0.022) G_GAN: 3.069 G_L1: 5.312 D_real: 0.000 D_fake: 0.135 +(epoch: 85, iters: 39456, time: 0.422, data: 0.018) G_GAN: 3.102 G_L1: 3.239 D_real: 0.059 D_fake: 0.293 +(epoch: 85, iters: 39556, time: 0.302, data: 0.020) G_GAN: 2.542 G_L1: 5.901 D_real: 0.000 D_fake: 0.341 +(epoch: 85, iters: 39656, time: 0.299, data: 0.019) G_GAN: 3.310 G_L1: 2.621 D_real: 0.705 D_fake: 0.679 +(epoch: 85, iters: 39756, time: 0.302, data: 0.020) G_GAN: 2.251 G_L1: 3.069 D_real: 0.009 D_fake: 0.331 +(epoch: 85, iters: 39856, time: 0.427, data: 0.019) G_GAN: 3.373 G_L1: 5.685 D_real: 0.000 D_fake: 0.139 +(epoch: 85, iters: 39956, time: 0.299, data: 0.020) G_GAN: 2.787 G_L1: 5.932 D_real: 0.001 D_fake: 0.144 +(epoch: 85, iters: 40056, time: 0.301, data: 0.020) G_GAN: 3.411 G_L1: 5.195 D_real: 0.002 D_fake: 0.205 +(epoch: 85, iters: 40156, time: 0.281, data: 0.020) G_GAN: 2.691 G_L1: 4.300 D_real: 0.000 D_fake: 0.160 +(epoch: 85, iters: 40256, time: 0.394, data: 0.020) G_GAN: 3.710 G_L1: 6.088 D_real: 0.126 D_fake: 0.054 +(epoch: 85, iters: 40356, time: 0.303, data: 0.020) G_GAN: 3.128 G_L1: 4.638 D_real: 0.000 D_fake: 0.351 +(epoch: 85, iters: 40456, time: 0.287, data: 0.020) G_GAN: 4.694 G_L1: 8.678 D_real: 0.001 D_fake: 0.194 +(epoch: 85, iters: 40556, time: 0.304, data: 0.017) G_GAN: 4.521 G_L1: 4.887 D_real: 0.000 D_fake: 0.063 +(epoch: 85, iters: 40656, time: 0.638, data: 0.020) G_GAN: 3.111 G_L1: 5.372 D_real: 0.000 D_fake: 0.205 +(epoch: 85, iters: 40756, time: 0.299, data: 0.021) G_GAN: 2.616 G_L1: 3.881 D_real: 0.004 D_fake: 0.343 +(epoch: 85, iters: 40856, time: 0.290, data: 0.019) G_GAN: 2.120 G_L1: 3.830 D_real: 0.000 D_fake: 0.425 +(epoch: 85, iters: 40956, time: 0.299, data: 0.019) G_GAN: 3.560 G_L1: 6.634 D_real: 0.089 D_fake: 0.141 +(epoch: 85, iters: 41056, time: 0.409, data: 0.020) G_GAN: 1.930 G_L1: 3.613 D_real: 0.001 D_fake: 0.370 +(epoch: 85, iters: 41156, time: 0.300, data: 0.019) G_GAN: 1.138 G_L1: 4.476 D_real: 0.000 D_fake: 0.859 +(epoch: 85, iters: 41256, time: 0.293, data: 0.020) G_GAN: 2.256 G_L1: 5.126 D_real: 0.000 D_fake: 0.597 +(epoch: 85, iters: 41356, time: 0.299, data: 0.018) G_GAN: 3.280 G_L1: 5.254 D_real: 0.000 D_fake: 0.197 +(epoch: 85, iters: 41456, time: 0.409, data: 0.021) G_GAN: 3.767 G_L1: 9.509 D_real: 0.005 D_fake: 0.699 +(epoch: 85, iters: 41556, time: 0.300, data: 0.020) G_GAN: 3.502 G_L1: 8.055 D_real: 0.000 D_fake: 0.259 +(epoch: 85, iters: 41656, time: 0.298, data: 0.019) G_GAN: 2.253 G_L1: 4.549 D_real: 0.000 D_fake: 0.201 +(epoch: 85, iters: 41756, time: 0.295, data: 0.020) G_GAN: 3.439 G_L1: 4.553 D_real: 0.000 D_fake: 0.364 +(epoch: 85, iters: 41856, time: 0.416, data: 0.019) G_GAN: 3.084 G_L1: 5.053 D_real: 0.032 D_fake: 0.241 +(epoch: 85, iters: 41956, time: 0.301, data: 0.019) G_GAN: 3.904 G_L1: 9.844 D_real: 0.000 D_fake: 0.066 +(epoch: 85, iters: 42056, time: 0.303, data: 0.020) G_GAN: 2.788 G_L1: 4.816 D_real: 0.000 D_fake: 0.264 +(epoch: 85, iters: 42156, time: 0.300, data: 0.023) G_GAN: 2.173 G_L1: 3.532 D_real: 0.000 D_fake: 0.240 +(epoch: 85, iters: 42256, time: 0.401, data: 0.019) G_GAN: 3.105 G_L1: 6.544 D_real: 0.023 D_fake: 0.408 +(epoch: 85, iters: 42356, time: 0.297, data: 0.020) G_GAN: 2.968 G_L1: 6.269 D_real: 0.000 D_fake: 0.214 +(epoch: 85, iters: 42456, time: 0.293, data: 0.019) G_GAN: 2.470 G_L1: 6.403 D_real: 0.000 D_fake: 0.491 +(epoch: 85, iters: 42556, time: 0.300, data: 0.019) G_GAN: 2.154 G_L1: 4.385 D_real: 0.073 D_fake: 0.288 +(epoch: 85, iters: 42656, time: 0.628, data: 0.020) G_GAN: 2.124 G_L1: 5.066 D_real: 0.000 D_fake: 0.574 +(epoch: 85, iters: 42756, time: 0.301, data: 0.019) G_GAN: 2.165 G_L1: 3.785 D_real: 0.000 D_fake: 0.383 +(epoch: 85, iters: 42856, time: 0.287, data: 0.019) G_GAN: 4.199 G_L1: 5.732 D_real: 0.000 D_fake: 0.152 +(epoch: 85, iters: 42956, time: 0.303, data: 0.018) G_GAN: 2.499 G_L1: 4.009 D_real: 0.000 D_fake: 0.122 +(epoch: 85, iters: 43056, time: 0.418, data: 0.021) G_GAN: 2.340 G_L1: 5.425 D_real: 0.000 D_fake: 0.445 +(epoch: 85, iters: 43156, time: 0.305, data: 0.020) G_GAN: 1.674 G_L1: 5.869 D_real: 0.014 D_fake: 0.541 +(epoch: 85, iters: 43256, time: 0.304, data: 0.020) G_GAN: 2.719 G_L1: 4.240 D_real: 0.000 D_fake: 0.322 +(epoch: 85, iters: 43356, time: 0.302, data: 0.019) G_GAN: 2.381 G_L1: 5.429 D_real: 0.000 D_fake: 0.347 +(epoch: 85, iters: 43456, time: 0.397, data: 0.020) G_GAN: 1.703 G_L1: 5.476 D_real: 0.000 D_fake: 0.429 +(epoch: 85, iters: 43556, time: 0.304, data: 0.024) G_GAN: 2.389 G_L1: 3.609 D_real: 0.000 D_fake: 0.321 +(epoch: 85, iters: 43656, time: 0.305, data: 0.020) G_GAN: 3.472 G_L1: 5.601 D_real: 0.000 D_fake: 0.136 +(epoch: 85, iters: 43756, time: 0.301, data: 0.019) G_GAN: 2.661 G_L1: 6.401 D_real: 0.001 D_fake: 0.438 +(epoch: 85, iters: 43856, time: 0.424, data: 0.021) G_GAN: 4.164 G_L1: 4.982 D_real: 0.000 D_fake: 0.046 +(epoch: 85, iters: 43956, time: 0.300, data: 0.020) G_GAN: 1.636 G_L1: 4.082 D_real: 0.000 D_fake: 0.335 +(epoch: 85, iters: 44056, time: 0.303, data: 0.020) G_GAN: 2.020 G_L1: 4.593 D_real: 0.000 D_fake: 0.601 +(epoch: 85, iters: 44156, time: 0.311, data: 0.020) G_GAN: 1.392 G_L1: 4.080 D_real: 0.000 D_fake: 0.384 +(epoch: 85, iters: 44256, time: 0.415, data: 0.020) G_GAN: 1.191 G_L1: 3.949 D_real: 0.008 D_fake: 0.611 +(epoch: 85, iters: 44356, time: 0.304, data: 0.020) G_GAN: 1.974 G_L1: 4.608 D_real: 0.000 D_fake: 0.473 +(epoch: 85, iters: 44456, time: 0.301, data: 0.019) G_GAN: 2.330 G_L1: 3.385 D_real: 0.000 D_fake: 0.235 +(epoch: 85, iters: 44556, time: 0.301, data: 0.020) G_GAN: 1.348 G_L1: 3.832 D_real: 0.000 D_fake: 0.707 +(epoch: 85, iters: 44656, time: 0.624, data: 0.020) G_GAN: 1.958 G_L1: 3.919 D_real: 0.000 D_fake: 0.259 +(epoch: 85, iters: 44756, time: 0.293, data: 0.020) G_GAN: 2.238 G_L1: 5.193 D_real: 0.000 D_fake: 0.244 +(epoch: 85, iters: 44856, time: 0.306, data: 0.020) G_GAN: 2.842 G_L1: 4.035 D_real: 0.000 D_fake: 0.219 +(epoch: 85, iters: 44956, time: 0.300, data: 0.020) G_GAN: 1.598 G_L1: 3.858 D_real: 0.000 D_fake: 0.960 +(epoch: 85, iters: 45056, time: 0.423, data: 0.020) G_GAN: 1.729 G_L1: 3.857 D_real: 0.000 D_fake: 0.351 +(epoch: 85, iters: 45156, time: 0.307, data: 0.021) G_GAN: 1.731 G_L1: 4.421 D_real: 0.000 D_fake: 0.775 +(epoch: 85, iters: 45256, time: 0.301, data: 0.021) G_GAN: 1.808 G_L1: 4.071 D_real: 0.000 D_fake: 0.438 +(epoch: 85, iters: 45356, time: 0.305, data: 0.019) G_GAN: 2.217 G_L1: 3.468 D_real: 0.000 D_fake: 0.282 +(epoch: 85, iters: 45456, time: 0.385, data: 0.020) G_GAN: 1.878 G_L1: 4.473 D_real: 0.000 D_fake: 0.696 +(epoch: 85, iters: 45556, time: 0.303, data: 0.020) G_GAN: 2.778 G_L1: 6.715 D_real: 0.000 D_fake: 0.434 +(epoch: 85, iters: 45656, time: 0.302, data: 0.020) G_GAN: 1.837 G_L1: 4.215 D_real: 0.000 D_fake: 0.938 +(epoch: 85, iters: 45756, time: 0.297, data: 0.018) G_GAN: 2.134 G_L1: 4.278 D_real: 0.000 D_fake: 0.366 +(epoch: 85, iters: 45856, time: 0.419, data: 0.019) G_GAN: 1.768 G_L1: 4.011 D_real: 0.000 D_fake: 0.499 +(epoch: 85, iters: 45956, time: 0.299, data: 0.020) G_GAN: 2.263 G_L1: 5.199 D_real: 0.001 D_fake: 0.135 +(epoch: 85, iters: 46056, time: 0.308, data: 0.024) G_GAN: 2.411 G_L1: 4.547 D_real: 0.000 D_fake: 0.863 +(epoch: 85, iters: 46156, time: 0.297, data: 0.020) G_GAN: 2.023 G_L1: 4.053 D_real: 0.000 D_fake: 0.434 +(epoch: 85, iters: 46256, time: 0.432, data: 0.020) G_GAN: 2.150 G_L1: 5.735 D_real: 0.002 D_fake: 0.732 +(epoch: 85, iters: 46356, time: 0.300, data: 0.018) G_GAN: 2.846 G_L1: 5.717 D_real: 0.000 D_fake: 0.415 +(epoch: 85, iters: 46456, time: 0.302, data: 0.020) G_GAN: 1.559 G_L1: 4.054 D_real: 0.000 D_fake: 0.420 +(epoch: 85, iters: 46556, time: 0.298, data: 0.021) G_GAN: 1.596 G_L1: 3.783 D_real: 0.000 D_fake: 0.419 +(epoch: 85, iters: 46656, time: 0.632, data: 0.020) G_GAN: 2.494 G_L1: 4.619 D_real: 0.000 D_fake: 0.669 +(epoch: 85, iters: 46756, time: 0.302, data: 0.019) G_GAN: 1.981 G_L1: 5.927 D_real: 0.000 D_fake: 0.543 +(epoch: 85, iters: 46856, time: 0.305, data: 0.019) G_GAN: 2.991 G_L1: 6.088 D_real: 0.000 D_fake: 0.278 +(epoch: 85, iters: 46956, time: 0.303, data: 0.020) G_GAN: 3.229 G_L1: 5.148 D_real: 0.001 D_fake: 0.132 +(epoch: 85, iters: 47056, time: 0.390, data: 0.021) G_GAN: 1.464 G_L1: 4.123 D_real: 0.014 D_fake: 0.315 +(epoch: 85, iters: 47156, time: 0.301, data: 0.019) G_GAN: 2.208 G_L1: 5.468 D_real: 0.000 D_fake: 0.751 +(epoch: 85, iters: 47256, time: 0.303, data: 0.020) G_GAN: 1.836 G_L1: 4.563 D_real: 0.000 D_fake: 0.358 +(epoch: 85, iters: 47356, time: 0.302, data: 0.020) G_GAN: 2.732 G_L1: 7.267 D_real: 0.000 D_fake: 1.246 +(epoch: 85, iters: 47456, time: 0.418, data: 0.020) G_GAN: 2.033 G_L1: 6.100 D_real: 0.000 D_fake: 0.858 +(epoch: 85, iters: 47556, time: 0.303, data: 0.019) G_GAN: 2.086 G_L1: 5.438 D_real: 0.000 D_fake: 0.662 +(epoch: 85, iters: 47656, time: 0.303, data: 0.020) G_GAN: 2.266 G_L1: 4.591 D_real: 0.000 D_fake: 0.447 +(epoch: 85, iters: 47756, time: 0.303, data: 0.019) G_GAN: 1.788 G_L1: 4.172 D_real: 0.000 D_fake: 0.332 +(epoch: 85, iters: 47856, time: 0.424, data: 0.021) G_GAN: 2.527 G_L1: 5.128 D_real: 0.003 D_fake: 0.301 +(epoch: 85, iters: 47956, time: 0.297, data: 0.019) G_GAN: 2.061 G_L1: 4.633 D_real: 0.002 D_fake: 0.434 +(epoch: 85, iters: 48056, time: 0.301, data: 0.019) G_GAN: 2.517 G_L1: 3.742 D_real: 0.008 D_fake: 0.169 +(epoch: 85, iters: 48156, time: 0.296, data: 0.019) G_GAN: 2.416 G_L1: 6.681 D_real: 0.000 D_fake: 0.276 +(epoch: 85, iters: 48256, time: 0.391, data: 0.023) G_GAN: 3.056 G_L1: 6.269 D_real: 0.001 D_fake: 0.276 +(epoch: 85, iters: 48356, time: 0.300, data: 0.020) G_GAN: 1.507 G_L1: 3.735 D_real: 0.000 D_fake: 0.412 +(epoch: 85, iters: 48456, time: 0.303, data: 0.021) G_GAN: 2.047 G_L1: 4.605 D_real: 0.001 D_fake: 0.454 +(epoch: 85, iters: 48556, time: 0.298, data: 0.021) G_GAN: 2.029 G_L1: 4.494 D_real: 0.000 D_fake: 0.361 +(epoch: 85, iters: 48656, time: 0.616, data: 0.020) G_GAN: 1.316 G_L1: 4.413 D_real: 0.001 D_fake: 0.905 +(epoch: 85, iters: 48756, time: 0.291, data: 0.020) G_GAN: 2.200 G_L1: 5.761 D_real: 0.000 D_fake: 0.356 +(epoch: 85, iters: 48856, time: 0.300, data: 0.017) G_GAN: 2.002 G_L1: 4.610 D_real: 0.000 D_fake: 0.338 +(epoch: 85, iters: 48956, time: 0.294, data: 0.021) G_GAN: 0.997 G_L1: 4.116 D_real: 0.000 D_fake: 0.936 +(epoch: 85, iters: 49056, time: 0.412, data: 0.019) G_GAN: 2.532 G_L1: 6.310 D_real: 0.000 D_fake: 0.593 +(epoch: 85, iters: 49156, time: 0.303, data: 0.019) G_GAN: 1.819 G_L1: 3.858 D_real: 0.002 D_fake: 0.408 +(epoch: 85, iters: 49256, time: 0.303, data: 0.019) G_GAN: 1.587 G_L1: 3.931 D_real: 0.002 D_fake: 0.488 +(epoch: 85, iters: 49356, time: 0.305, data: 0.019) G_GAN: 1.614 G_L1: 4.631 D_real: 0.000 D_fake: 0.821 +(epoch: 85, iters: 49456, time: 0.422, data: 0.019) G_GAN: 1.451 G_L1: 4.113 D_real: 0.000 D_fake: 0.654 +(epoch: 85, iters: 49556, time: 0.298, data: 0.019) G_GAN: 1.559 G_L1: 3.511 D_real: 0.000 D_fake: 0.506 +(epoch: 85, iters: 49656, time: 0.286, data: 0.018) G_GAN: 2.057 G_L1: 4.754 D_real: 0.000 D_fake: 0.246 +(epoch: 85, iters: 49756, time: 0.297, data: 0.019) G_GAN: 1.535 G_L1: 3.474 D_real: 0.021 D_fake: 0.767 +(epoch: 85, iters: 49856, time: 0.402, data: 0.019) G_GAN: 1.138 G_L1: 4.090 D_real: 0.000 D_fake: 0.781 +(epoch: 85, iters: 49956, time: 0.307, data: 0.019) G_GAN: 2.670 G_L1: 6.654 D_real: 0.001 D_fake: 0.303 +(epoch: 85, iters: 50056, time: 0.304, data: 0.019) G_GAN: 2.810 G_L1: 5.142 D_real: 0.000 D_fake: 0.147 +(epoch: 85, iters: 50156, time: 0.299, data: 0.019) G_GAN: 1.261 G_L1: 4.498 D_real: 0.001 D_fake: 0.559 +(epoch: 85, iters: 50256, time: 0.414, data: 0.019) G_GAN: 1.383 G_L1: 4.273 D_real: 0.000 D_fake: 0.370 +(epoch: 85, iters: 50356, time: 0.279, data: 0.017) G_GAN: 1.952 G_L1: 7.681 D_real: 0.000 D_fake: 0.226 +(epoch: 85, iters: 50456, time: 0.296, data: 0.018) G_GAN: 1.372 G_L1: 3.562 D_real: 0.000 D_fake: 0.570 +(epoch: 85, iters: 50556, time: 0.290, data: 0.020) G_GAN: 1.848 G_L1: 5.375 D_real: 0.000 D_fake: 0.385 +(epoch: 85, iters: 50656, time: 0.600, data: 0.019) G_GAN: 2.445 G_L1: 4.789 D_real: 0.000 D_fake: 0.300 +(epoch: 85, iters: 50756, time: 0.291, data: 0.020) G_GAN: 3.747 G_L1: 5.491 D_real: 0.001 D_fake: 0.160 +(epoch: 85, iters: 50856, time: 0.289, data: 0.018) G_GAN: 2.533 G_L1: 4.710 D_real: 0.000 D_fake: 0.368 +(epoch: 85, iters: 50956, time: 0.283, data: 0.017) G_GAN: 2.321 G_L1: 4.000 D_real: 0.000 D_fake: 0.221 +(epoch: 85, iters: 51056, time: 0.406, data: 0.018) G_GAN: 1.563 G_L1: 4.444 D_real: 0.001 D_fake: 0.452 +(epoch: 85, iters: 51156, time: 0.289, data: 0.020) G_GAN: 2.226 G_L1: 5.691 D_real: 0.000 D_fake: 0.295 +(epoch: 85, iters: 51256, time: 0.304, data: 0.018) G_GAN: 1.141 G_L1: 4.563 D_real: 0.000 D_fake: 1.011 +(epoch: 85, iters: 51356, time: 0.305, data: 0.021) G_GAN: 1.762 G_L1: 4.708 D_real: 0.001 D_fake: 0.590 +(epoch: 85, iters: 51456, time: 0.393, data: 0.020) G_GAN: 2.092 G_L1: 5.501 D_real: 0.010 D_fake: 0.845 +(epoch: 85, iters: 51556, time: 0.291, data: 0.020) G_GAN: 2.386 G_L1: 5.816 D_real: 0.001 D_fake: 0.224 +(epoch: 85, iters: 51656, time: 0.299, data: 0.018) G_GAN: 1.846 G_L1: 5.386 D_real: 0.003 D_fake: 0.759 +(epoch: 85, iters: 51756, time: 0.300, data: 0.019) G_GAN: 1.621 G_L1: 5.584 D_real: 0.026 D_fake: 0.414 +(epoch: 85, iters: 51856, time: 0.431, data: 0.019) G_GAN: 3.578 G_L1: 6.567 D_real: 0.000 D_fake: 0.571 +(epoch: 85, iters: 51956, time: 0.298, data: 0.021) G_GAN: 3.046 G_L1: 8.965 D_real: 0.000 D_fake: 0.103 +(epoch: 85, iters: 52056, time: 0.293, data: 0.020) G_GAN: 4.305 G_L1: 7.543 D_real: 0.001 D_fake: 0.296 +(epoch: 85, iters: 52156, time: 0.298, data: 0.019) G_GAN: 1.619 G_L1: 3.952 D_real: 0.000 D_fake: 0.359 +(epoch: 85, iters: 52256, time: 0.425, data: 0.019) G_GAN: 2.054 G_L1: 4.343 D_real: 0.000 D_fake: 0.387 +(epoch: 85, iters: 52356, time: 0.304, data: 0.020) G_GAN: 2.733 G_L1: 5.138 D_real: 0.001 D_fake: 0.444 +(epoch: 85, iters: 52456, time: 0.296, data: 0.019) G_GAN: 1.881 G_L1: 3.869 D_real: 0.014 D_fake: 0.402 +(epoch: 85, iters: 52556, time: 0.289, data: 0.018) G_GAN: 2.665 G_L1: 6.995 D_real: 0.000 D_fake: 0.237 +(epoch: 85, iters: 52656, time: 0.614, data: 0.018) G_GAN: 1.741 G_L1: 3.767 D_real: 0.001 D_fake: 0.500 +(epoch: 85, iters: 52756, time: 0.293, data: 0.018) G_GAN: 1.240 G_L1: 4.163 D_real: 0.000 D_fake: 0.873 +(epoch: 85, iters: 52856, time: 0.301, data: 0.018) G_GAN: 1.540 G_L1: 4.725 D_real: 0.000 D_fake: 0.434 +(epoch: 85, iters: 52956, time: 0.289, data: 0.019) G_GAN: 1.651 G_L1: 4.266 D_real: 0.002 D_fake: 0.457 +(epoch: 85, iters: 53056, time: 0.387, data: 0.019) G_GAN: 1.421 G_L1: 4.360 D_real: 0.000 D_fake: 0.488 +(epoch: 85, iters: 53156, time: 0.298, data: 0.019) G_GAN: 2.501 G_L1: 5.540 D_real: 0.002 D_fake: 0.267 +(epoch: 85, iters: 53256, time: 0.302, data: 0.018) G_GAN: 1.969 G_L1: 3.914 D_real: 0.000 D_fake: 0.382 +(epoch: 85, iters: 53356, time: 0.303, data: 0.020) G_GAN: 2.285 G_L1: 5.608 D_real: 0.000 D_fake: 0.383 +(epoch: 85, iters: 53456, time: 0.390, data: 0.018) G_GAN: 2.677 G_L1: 5.313 D_real: 0.001 D_fake: 0.338 +(epoch: 85, iters: 53556, time: 0.293, data: 0.021) G_GAN: 0.992 G_L1: 4.161 D_real: 0.000 D_fake: 1.225 +(epoch: 85, iters: 53656, time: 0.289, data: 0.020) G_GAN: 1.500 G_L1: 4.830 D_real: 0.000 D_fake: 0.857 +(epoch: 85, iters: 53756, time: 0.299, data: 0.020) G_GAN: 1.327 G_L1: 4.543 D_real: 0.000 D_fake: 0.887 +(epoch: 85, iters: 53856, time: 0.412, data: 0.020) G_GAN: 1.643 G_L1: 4.630 D_real: 0.000 D_fake: 0.405 +(epoch: 85, iters: 53956, time: 0.287, data: 0.020) G_GAN: 1.851 G_L1: 5.240 D_real: 0.000 D_fake: 0.362 +(epoch: 85, iters: 54056, time: 0.296, data: 0.019) G_GAN: 1.748 G_L1: 4.515 D_real: 0.000 D_fake: 0.297 +(epoch: 85, iters: 54156, time: 0.293, data: 0.018) G_GAN: 1.955 G_L1: 4.382 D_real: 0.000 D_fake: 0.475 +(epoch: 85, iters: 54256, time: 0.415, data: 0.020) G_GAN: 1.695 G_L1: 4.552 D_real: 0.000 D_fake: 0.431 +(epoch: 85, iters: 54356, time: 0.289, data: 0.019) G_GAN: 3.878 G_L1: 7.439 D_real: 0.000 D_fake: 0.178 +(epoch: 85, iters: 54456, time: 0.290, data: 0.018) G_GAN: 1.749 G_L1: 5.250 D_real: 0.000 D_fake: 0.363 +(epoch: 85, iters: 54556, time: 0.292, data: 0.020) G_GAN: 1.629 G_L1: 6.210 D_real: 0.000 D_fake: 0.613 +(epoch: 85, iters: 54656, time: 0.598, data: 0.020) G_GAN: 1.205 G_L1: 3.461 D_real: 0.006 D_fake: 0.525 +(epoch: 85, iters: 54756, time: 0.302, data: 0.019) G_GAN: 2.251 G_L1: 5.143 D_real: 0.000 D_fake: 0.400 +(epoch: 85, iters: 54856, time: 0.290, data: 0.019) G_GAN: 1.525 G_L1: 4.415 D_real: 0.000 D_fake: 0.608 +(epoch: 85, iters: 54956, time: 0.307, data: 0.017) G_GAN: 2.731 G_L1: 6.726 D_real: 0.001 D_fake: 0.433 +(epoch: 85, iters: 55056, time: 0.415, data: 0.025) G_GAN: 2.816 G_L1: 6.618 D_real: 0.000 D_fake: 0.365 +(epoch: 85, iters: 55156, time: 0.300, data: 0.022) G_GAN: 1.422 G_L1: 3.686 D_real: 0.000 D_fake: 0.602 +(epoch: 85, iters: 55256, time: 0.302, data: 0.031) G_GAN: 0.836 G_L1: 4.345 D_real: 0.005 D_fake: 1.243 +(epoch: 85, iters: 55356, time: 0.292, data: 0.020) G_GAN: 1.463 G_L1: 3.669 D_real: 0.000 D_fake: 0.435 +(epoch: 85, iters: 55456, time: 0.392, data: 0.019) G_GAN: 0.930 G_L1: 4.110 D_real: 0.000 D_fake: 0.923 +(epoch: 85, iters: 55556, time: 0.302, data: 0.019) G_GAN: 1.819 G_L1: 4.347 D_real: 0.001 D_fake: 0.303 +(epoch: 85, iters: 55656, time: 0.300, data: 0.020) G_GAN: 1.351 G_L1: 3.802 D_real: 0.000 D_fake: 0.602 +(epoch: 85, iters: 55756, time: 0.303, data: 0.019) G_GAN: 1.389 G_L1: 5.079 D_real: 0.005 D_fake: 0.597 +(epoch: 85, iters: 55856, time: 0.380, data: 0.018) G_GAN: 1.769 G_L1: 4.355 D_real: 0.000 D_fake: 0.652 +(epoch: 85, iters: 55956, time: 0.294, data: 0.018) G_GAN: 1.611 G_L1: 4.724 D_real: 0.002 D_fake: 0.710 +(epoch: 85, iters: 56056, time: 0.301, data: 0.020) G_GAN: 1.485 G_L1: 5.472 D_real: 0.010 D_fake: 0.777 +(epoch: 85, iters: 56156, time: 0.295, data: 0.022) G_GAN: 0.806 G_L1: 4.437 D_real: 0.000 D_fake: 0.787 +(epoch: 85, iters: 56256, time: 0.413, data: 0.019) G_GAN: 1.949 G_L1: 4.294 D_real: 0.000 D_fake: 0.536 +(epoch: 85, iters: 56356, time: 0.290, data: 0.020) G_GAN: 2.129 G_L1: 5.397 D_real: 0.000 D_fake: 0.253 +(epoch: 85, iters: 56456, time: 0.290, data: 0.019) G_GAN: 2.364 G_L1: 5.575 D_real: 0.000 D_fake: 0.323 +(epoch: 85, iters: 56556, time: 0.303, data: 0.019) G_GAN: 1.955 G_L1: 4.940 D_real: 0.000 D_fake: 0.533 +(epoch: 85, iters: 56656, time: 0.600, data: 0.020) G_GAN: 1.856 G_L1: 4.419 D_real: 0.000 D_fake: 0.370 +(epoch: 85, iters: 56756, time: 0.302, data: 0.020) G_GAN: 1.794 G_L1: 5.200 D_real: 0.001 D_fake: 0.402 +(epoch: 85, iters: 56856, time: 0.284, data: 0.018) G_GAN: 1.450 G_L1: 4.475 D_real: 0.000 D_fake: 0.592 +(epoch: 85, iters: 56956, time: 0.302, data: 0.018) G_GAN: 1.476 G_L1: 7.212 D_real: 0.000 D_fake: 0.447 +(epoch: 85, iters: 57056, time: 0.407, data: 0.020) G_GAN: 1.345 G_L1: 4.224 D_real: 0.000 D_fake: 0.551 +(epoch: 85, iters: 57156, time: 0.301, data: 0.018) G_GAN: 2.623 G_L1: 5.749 D_real: 0.000 D_fake: 0.253 +(epoch: 85, iters: 57256, time: 0.295, data: 0.020) G_GAN: 2.126 G_L1: 5.202 D_real: 0.000 D_fake: 0.278 +(epoch: 85, iters: 57356, time: 0.301, data: 0.019) G_GAN: 0.909 G_L1: 3.944 D_real: 0.000 D_fake: 1.000 +(epoch: 85, iters: 57456, time: 0.412, data: 0.020) G_GAN: 1.470 G_L1: 5.117 D_real: 0.000 D_fake: 0.359 +(epoch: 85, iters: 57556, time: 0.294, data: 0.018) G_GAN: 2.922 G_L1: 4.590 D_real: 0.000 D_fake: 0.109 +(epoch: 85, iters: 57656, time: 0.290, data: 0.022) G_GAN: 2.354 G_L1: 5.997 D_real: 0.025 D_fake: 0.360 +(epoch: 85, iters: 57756, time: 0.296, data: 0.021) G_GAN: 0.951 G_L1: 4.859 D_real: 0.067 D_fake: 0.995 +(epoch: 85, iters: 57856, time: 0.420, data: 0.019) G_GAN: 3.192 G_L1: 5.725 D_real: 0.008 D_fake: 0.456 +(epoch: 85, iters: 57956, time: 0.300, data: 0.018) G_GAN: 1.518 G_L1: 4.681 D_real: 0.000 D_fake: 0.560 +(epoch: 85, iters: 58056, time: 0.305, data: 0.020) G_GAN: 2.334 G_L1: 5.477 D_real: 0.000 D_fake: 1.043 +(epoch: 85, iters: 58156, time: 0.298, data: 0.020) G_GAN: 3.226 G_L1: 4.608 D_real: 0.007 D_fake: 0.165 +(epoch: 85, iters: 58256, time: 0.399, data: 0.019) G_GAN: 2.264 G_L1: 5.800 D_real: 0.016 D_fake: 0.318 +(epoch: 85, iters: 58356, time: 0.303, data: 0.019) G_GAN: 2.437 G_L1: 3.062 D_real: 0.000 D_fake: 0.184 +(epoch: 85, iters: 58456, time: 0.300, data: 0.019) G_GAN: 1.864 G_L1: 5.013 D_real: 0.003 D_fake: 0.521 +(epoch: 85, iters: 58556, time: 0.299, data: 0.019) G_GAN: 2.593 G_L1: 5.832 D_real: 0.000 D_fake: 0.163 +(epoch: 85, iters: 58656, time: 0.626, data: 0.019) G_GAN: 1.994 G_L1: 5.259 D_real: 0.146 D_fake: 0.242 +(epoch: 85, iters: 58756, time: 0.299, data: 0.020) G_GAN: 2.786 G_L1: 4.377 D_real: 0.000 D_fake: 0.207 +(epoch: 85, iters: 58856, time: 0.304, data: 0.019) G_GAN: 2.296 G_L1: 3.631 D_real: 0.002 D_fake: 0.337 +(epoch: 85, iters: 58956, time: 0.304, data: 0.019) G_GAN: 3.261 G_L1: 7.023 D_real: 0.127 D_fake: 0.212 +(epoch: 85, iters: 59056, time: 0.418, data: 0.019) G_GAN: 1.853 G_L1: 4.635 D_real: 0.001 D_fake: 0.365 +(epoch: 85, iters: 59156, time: 0.296, data: 0.020) G_GAN: 2.403 G_L1: 4.772 D_real: 0.014 D_fake: 0.310 +(epoch: 85, iters: 59256, time: 0.293, data: 0.020) G_GAN: 1.370 G_L1: 3.910 D_real: 0.001 D_fake: 0.458 +(epoch: 85, iters: 59356, time: 0.293, data: 0.022) G_GAN: 1.759 G_L1: 4.491 D_real: 0.001 D_fake: 0.386 +(epoch: 85, iters: 59456, time: 0.402, data: 0.019) G_GAN: 1.539 G_L1: 4.612 D_real: 0.000 D_fake: 0.440 +(epoch: 85, iters: 59556, time: 0.301, data: 0.019) G_GAN: 2.062 G_L1: 4.491 D_real: 0.000 D_fake: 0.425 +(epoch: 85, iters: 59656, time: 0.300, data: 0.020) G_GAN: 2.440 G_L1: 4.271 D_real: 0.004 D_fake: 0.216 +(epoch: 85, iters: 59756, time: 0.303, data: 0.020) G_GAN: 2.114 G_L1: 5.116 D_real: 0.053 D_fake: 0.420 +(epoch: 85, iters: 59856, time: 0.402, data: 0.019) G_GAN: 3.364 G_L1: 6.117 D_real: 0.001 D_fake: 0.060 +(epoch: 85, iters: 59956, time: 0.297, data: 0.019) G_GAN: 2.819 G_L1: 6.304 D_real: 0.048 D_fake: 0.145 +(epoch: 86, iters: 40, time: 0.303, data: 0.019) G_GAN: 1.889 G_L1: 4.856 D_real: 0.004 D_fake: 0.346 +(epoch: 86, iters: 140, time: 0.301, data: 0.019) G_GAN: 1.944 G_L1: 4.116 D_real: 0.000 D_fake: 0.256 +(epoch: 86, iters: 240, time: 0.572, data: 0.022) G_GAN: 1.917 G_L1: 5.172 D_real: 0.000 D_fake: 0.234 +(epoch: 86, iters: 340, time: 0.297, data: 0.019) G_GAN: 2.690 G_L1: 5.299 D_real: 0.000 D_fake: 0.147 +(epoch: 86, iters: 440, time: 0.296, data: 0.020) G_GAN: 2.370 G_L1: 4.454 D_real: 0.002 D_fake: 0.262 +(epoch: 86, iters: 540, time: 0.301, data: 0.023) G_GAN: 2.081 G_L1: 4.465 D_real: 0.002 D_fake: 0.203 +(epoch: 86, iters: 640, time: 0.634, data: 0.020) G_GAN: 3.354 G_L1: 5.547 D_real: 0.000 D_fake: 0.081 +(epoch: 86, iters: 740, time: 0.285, data: 0.019) G_GAN: 2.222 G_L1: 4.279 D_real: 0.004 D_fake: 0.273 +(epoch: 86, iters: 840, time: 0.298, data: 0.018) G_GAN: 2.590 G_L1: 5.466 D_real: 0.460 D_fake: 0.507 +(epoch: 86, iters: 940, time: 0.299, data: 0.019) G_GAN: 2.334 G_L1: 3.528 D_real: 0.096 D_fake: 0.357 +(epoch: 86, iters: 1040, time: 0.414, data: 0.020) G_GAN: 1.858 G_L1: 4.264 D_real: 0.495 D_fake: 0.425 +(epoch: 86, iters: 1140, time: 0.300, data: 0.018) G_GAN: 2.912 G_L1: 4.529 D_real: 0.020 D_fake: 0.222 +(epoch: 86, iters: 1240, time: 0.300, data: 0.021) G_GAN: 3.151 G_L1: 3.793 D_real: 0.067 D_fake: 0.150 +(epoch: 86, iters: 1340, time: 0.285, data: 0.022) G_GAN: 2.513 G_L1: 4.843 D_real: 0.037 D_fake: 0.179 +(epoch: 86, iters: 1440, time: 0.381, data: 0.017) G_GAN: 2.872 G_L1: 3.586 D_real: 0.065 D_fake: 0.235 +(epoch: 86, iters: 1540, time: 0.301, data: 0.020) G_GAN: 2.846 G_L1: 4.578 D_real: 0.052 D_fake: 0.463 +(epoch: 86, iters: 1640, time: 0.304, data: 0.020) G_GAN: 2.168 G_L1: 4.407 D_real: 0.021 D_fake: 0.304 +(epoch: 86, iters: 1740, time: 0.302, data: 0.020) G_GAN: 3.052 G_L1: 3.304 D_real: 0.046 D_fake: 0.161 +(epoch: 86, iters: 1840, time: 0.407, data: 0.020) G_GAN: 2.706 G_L1: 4.928 D_real: 0.022 D_fake: 0.174 +(epoch: 86, iters: 1940, time: 0.304, data: 0.019) G_GAN: 4.636 G_L1: 6.059 D_real: 0.002 D_fake: 0.184 +(epoch: 86, iters: 2040, time: 0.300, data: 0.020) G_GAN: 2.508 G_L1: 4.087 D_real: 0.027 D_fake: 0.433 +(epoch: 86, iters: 2140, time: 0.295, data: 0.020) G_GAN: 2.472 G_L1: 3.936 D_real: 0.091 D_fake: 0.167 +(epoch: 86, iters: 2240, time: 0.407, data: 0.019) G_GAN: 2.868 G_L1: 4.277 D_real: 0.189 D_fake: 0.128 +(epoch: 86, iters: 2340, time: 0.294, data: 0.018) G_GAN: 4.129 G_L1: 6.600 D_real: 0.055 D_fake: 0.076 +(epoch: 86, iters: 2440, time: 0.297, data: 0.020) G_GAN: 4.133 G_L1: 7.533 D_real: 0.063 D_fake: 0.148 +(epoch: 86, iters: 2540, time: 0.286, data: 0.018) G_GAN: 2.844 G_L1: 3.790 D_real: 0.004 D_fake: 0.434 +(epoch: 86, iters: 2640, time: 0.633, data: 0.018) G_GAN: 3.366 G_L1: 3.153 D_real: 0.117 D_fake: 0.072 +(epoch: 86, iters: 2740, time: 0.303, data: 0.020) G_GAN: 2.716 G_L1: 4.528 D_real: 0.095 D_fake: 0.167 +(epoch: 86, iters: 2840, time: 0.301, data: 0.020) G_GAN: 2.080 G_L1: 3.972 D_real: 0.260 D_fake: 0.153 +(epoch: 86, iters: 2940, time: 0.289, data: 0.020) G_GAN: 3.266 G_L1: 4.280 D_real: 0.010 D_fake: 0.123 +(epoch: 86, iters: 3040, time: 0.419, data: 0.018) G_GAN: 2.815 G_L1: 4.849 D_real: 0.016 D_fake: 0.239 +(epoch: 86, iters: 3140, time: 0.283, data: 0.019) G_GAN: 2.380 G_L1: 4.000 D_real: 0.000 D_fake: 0.291 +(epoch: 86, iters: 3240, time: 0.303, data: 0.018) G_GAN: 3.376 G_L1: 5.215 D_real: 0.006 D_fake: 0.073 +(epoch: 86, iters: 3340, time: 0.289, data: 0.020) G_GAN: 2.975 G_L1: 5.859 D_real: 0.008 D_fake: 0.150 +(epoch: 86, iters: 3440, time: 0.383, data: 0.018) G_GAN: 2.422 G_L1: 8.805 D_real: 0.041 D_fake: 0.394 +(epoch: 86, iters: 3540, time: 0.291, data: 0.019) G_GAN: 2.307 G_L1: 4.890 D_real: 0.000 D_fake: 0.257 +(epoch: 86, iters: 3640, time: 0.300, data: 0.019) G_GAN: 2.898 G_L1: 4.353 D_real: 0.000 D_fake: 0.129 +(epoch: 86, iters: 3740, time: 0.287, data: 0.021) G_GAN: 2.479 G_L1: 4.077 D_real: 0.002 D_fake: 0.136 +(epoch: 86, iters: 3840, time: 0.412, data: 0.019) G_GAN: 2.473 G_L1: 4.441 D_real: 0.000 D_fake: 0.109 +(epoch: 86, iters: 3940, time: 0.298, data: 0.019) G_GAN: 2.223 G_L1: 4.633 D_real: 0.004 D_fake: 0.282 +(epoch: 86, iters: 4040, time: 0.304, data: 0.018) G_GAN: 2.195 G_L1: 6.933 D_real: 0.003 D_fake: 0.307 +(epoch: 86, iters: 4140, time: 0.276, data: 0.020) G_GAN: 2.196 G_L1: 4.348 D_real: 0.000 D_fake: 0.397 +(epoch: 86, iters: 4240, time: 0.415, data: 0.016) G_GAN: 2.205 G_L1: 4.386 D_real: 0.010 D_fake: 0.502 +(epoch: 86, iters: 4340, time: 0.297, data: 0.019) G_GAN: 1.850 G_L1: 4.234 D_real: 0.000 D_fake: 0.509 +(epoch: 86, iters: 4440, time: 0.261, data: 0.019) G_GAN: 3.331 G_L1: 6.550 D_real: 0.008 D_fake: 0.147 +(epoch: 86, iters: 4540, time: 0.294, data: 0.021) G_GAN: 2.754 G_L1: 7.139 D_real: 0.038 D_fake: 0.571 +(epoch: 86, iters: 4640, time: 0.610, data: 0.019) G_GAN: 2.595 G_L1: 4.129 D_real: 0.002 D_fake: 0.527 +(epoch: 86, iters: 4740, time: 0.284, data: 0.018) G_GAN: 2.834 G_L1: 5.645 D_real: 0.001 D_fake: 0.368 +(epoch: 86, iters: 4840, time: 0.283, data: 0.020) G_GAN: 4.041 G_L1: 6.312 D_real: 0.001 D_fake: 0.151 +(epoch: 86, iters: 4940, time: 0.300, data: 0.017) G_GAN: 2.051 G_L1: 3.816 D_real: 0.066 D_fake: 0.216 +(epoch: 86, iters: 5040, time: 0.425, data: 0.019) G_GAN: 2.357 G_L1: 4.643 D_real: 0.001 D_fake: 0.166 +(epoch: 86, iters: 5140, time: 0.297, data: 0.021) G_GAN: 3.293 G_L1: 4.678 D_real: 0.015 D_fake: 0.110 +(epoch: 86, iters: 5240, time: 0.289, data: 0.020) G_GAN: 2.604 G_L1: 3.362 D_real: 0.001 D_fake: 0.158 +(epoch: 86, iters: 5340, time: 0.301, data: 0.018) G_GAN: 3.390 G_L1: 7.057 D_real: 0.041 D_fake: 0.115 +(epoch: 86, iters: 5440, time: 0.408, data: 0.018) G_GAN: 2.149 G_L1: 4.062 D_real: 0.020 D_fake: 0.333 +(epoch: 86, iters: 5540, time: 0.297, data: 0.018) G_GAN: 2.656 G_L1: 3.779 D_real: 0.004 D_fake: 0.137 +(epoch: 86, iters: 5640, time: 0.291, data: 0.022) G_GAN: 3.300 G_L1: 3.449 D_real: 0.153 D_fake: 0.140 +(epoch: 86, iters: 5740, time: 0.293, data: 0.018) G_GAN: 3.024 G_L1: 3.614 D_real: 0.005 D_fake: 0.262 +(epoch: 86, iters: 5840, time: 0.411, data: 0.024) G_GAN: 2.517 G_L1: 3.745 D_real: 0.508 D_fake: 0.271 +(epoch: 86, iters: 5940, time: 0.292, data: 0.018) G_GAN: 1.796 G_L1: 3.896 D_real: 0.427 D_fake: 0.876 +(epoch: 86, iters: 6040, time: 0.293, data: 0.018) G_GAN: 3.796 G_L1: 5.227 D_real: 0.023 D_fake: 0.345 +(epoch: 86, iters: 6140, time: 0.299, data: 0.018) G_GAN: 2.132 G_L1: 4.925 D_real: 0.473 D_fake: 0.599 +(epoch: 86, iters: 6240, time: 0.413, data: 0.018) G_GAN: 2.665 G_L1: 3.760 D_real: 0.192 D_fake: 0.370 +(epoch: 86, iters: 6340, time: 0.285, data: 0.016) G_GAN: 4.019 G_L1: 4.076 D_real: 0.018 D_fake: 0.233 +(epoch: 86, iters: 6440, time: 0.302, data: 0.017) G_GAN: 4.397 G_L1: 5.340 D_real: 0.077 D_fake: 0.110 +(epoch: 86, iters: 6540, time: 0.284, data: 0.017) G_GAN: 2.653 G_L1: 4.208 D_real: 0.741 D_fake: 0.366 +(epoch: 86, iters: 6640, time: 0.617, data: 0.016) G_GAN: 2.787 G_L1: 4.988 D_real: 0.963 D_fake: 0.043 +(epoch: 86, iters: 6740, time: 0.289, data: 0.016) G_GAN: 2.917 G_L1: 4.768 D_real: 1.092 D_fake: 0.103 +(epoch: 86, iters: 6840, time: 0.301, data: 0.022) G_GAN: 2.552 G_L1: 3.179 D_real: 0.055 D_fake: 0.405 +(epoch: 86, iters: 6940, time: 0.283, data: 0.018) G_GAN: 3.300 G_L1: 5.068 D_real: 0.065 D_fake: 0.129 +(epoch: 86, iters: 7040, time: 0.410, data: 0.019) G_GAN: 4.088 G_L1: 4.101 D_real: 0.104 D_fake: 0.087 +(epoch: 86, iters: 7140, time: 0.295, data: 0.017) G_GAN: 2.439 G_L1: 3.821 D_real: 0.021 D_fake: 0.496 +(epoch: 86, iters: 7240, time: 0.301, data: 0.020) G_GAN: 4.766 G_L1: 4.273 D_real: 0.013 D_fake: 0.132 +(epoch: 86, iters: 7340, time: 0.300, data: 0.018) G_GAN: 3.377 G_L1: 3.668 D_real: 0.004 D_fake: 0.432 +(epoch: 86, iters: 7440, time: 0.411, data: 0.017) G_GAN: 2.955 G_L1: 5.522 D_real: 0.073 D_fake: 0.193 +(epoch: 86, iters: 7540, time: 0.302, data: 0.017) G_GAN: 2.375 G_L1: 3.071 D_real: 0.096 D_fake: 0.242 +(epoch: 86, iters: 7640, time: 0.292, data: 0.019) G_GAN: 3.608 G_L1: 5.452 D_real: 0.260 D_fake: 0.121 +(epoch: 86, iters: 7740, time: 0.295, data: 0.016) G_GAN: 2.664 G_L1: 3.802 D_real: 0.027 D_fake: 0.412 +(epoch: 86, iters: 7840, time: 0.399, data: 0.017) G_GAN: 3.491 G_L1: 4.146 D_real: 0.111 D_fake: 0.081 +(epoch: 86, iters: 7940, time: 0.301, data: 0.019) G_GAN: 2.070 G_L1: 4.103 D_real: 0.144 D_fake: 0.263 +(epoch: 86, iters: 8040, time: 0.296, data: 0.020) G_GAN: 4.239 G_L1: 3.459 D_real: 0.024 D_fake: 0.087 +(epoch: 86, iters: 8140, time: 0.299, data: 0.020) G_GAN: 5.027 G_L1: 4.062 D_real: 0.001 D_fake: 0.025 +(epoch: 86, iters: 8240, time: 0.362, data: 0.018) G_GAN: 1.729 G_L1: 4.363 D_real: 0.038 D_fake: 0.385 +(epoch: 86, iters: 8340, time: 0.275, data: 0.018) G_GAN: 2.876 G_L1: 4.419 D_real: 0.006 D_fake: 0.207 +(epoch: 86, iters: 8440, time: 0.292, data: 0.016) G_GAN: 2.387 G_L1: 4.017 D_real: 0.027 D_fake: 0.205 +(epoch: 86, iters: 8540, time: 0.294, data: 0.020) G_GAN: 3.363 G_L1: 5.017 D_real: 0.001 D_fake: 0.088 +(epoch: 86, iters: 8640, time: 0.618, data: 0.018) G_GAN: 2.289 G_L1: 5.887 D_real: 0.000 D_fake: 0.315 +(epoch: 86, iters: 8740, time: 0.279, data: 0.018) G_GAN: 3.357 G_L1: 3.625 D_real: 0.032 D_fake: 0.074 +(epoch: 86, iters: 8840, time: 0.289, data: 0.018) G_GAN: 2.681 G_L1: 4.974 D_real: 0.002 D_fake: 0.144 +(epoch: 86, iters: 8940, time: 0.297, data: 0.016) G_GAN: 2.567 G_L1: 4.159 D_real: 0.004 D_fake: 0.268 +(epoch: 86, iters: 9040, time: 0.418, data: 0.017) G_GAN: 3.154 G_L1: 4.380 D_real: 0.015 D_fake: 0.101 +(epoch: 86, iters: 9140, time: 0.293, data: 0.020) G_GAN: 2.732 G_L1: 3.950 D_real: 0.014 D_fake: 0.141 +(epoch: 86, iters: 9240, time: 0.294, data: 0.019) G_GAN: 4.310 G_L1: 4.189 D_real: 0.026 D_fake: 0.076 +(epoch: 86, iters: 9340, time: 0.294, data: 0.020) G_GAN: 3.991 G_L1: 5.192 D_real: 0.274 D_fake: 0.028 +(epoch: 86, iters: 9440, time: 0.410, data: 0.020) G_GAN: 6.343 G_L1: 3.201 D_real: 0.022 D_fake: 0.082 +(epoch: 86, iters: 9540, time: 0.294, data: 0.017) G_GAN: 3.327 G_L1: 4.089 D_real: 0.692 D_fake: 0.052 +(epoch: 86, iters: 9640, time: 0.293, data: 0.018) G_GAN: 3.676 G_L1: 4.239 D_real: 0.016 D_fake: 0.162 +(epoch: 86, iters: 9740, time: 0.290, data: 0.018) G_GAN: 3.625 G_L1: 5.077 D_real: 0.636 D_fake: 0.032 +(epoch: 86, iters: 9840, time: 0.419, data: 0.018) G_GAN: 3.476 G_L1: 4.347 D_real: 0.291 D_fake: 0.050 +(epoch: 86, iters: 9940, time: 0.281, data: 0.017) G_GAN: 2.914 G_L1: 4.393 D_real: 0.287 D_fake: 0.179 +(epoch: 86, iters: 10040, time: 0.295, data: 0.019) G_GAN: 3.704 G_L1: 5.087 D_real: 0.027 D_fake: 0.126 +(epoch: 86, iters: 10140, time: 0.292, data: 0.018) G_GAN: 3.926 G_L1: 5.208 D_real: 0.034 D_fake: 0.041 +(epoch: 86, iters: 10240, time: 0.412, data: 0.020) G_GAN: 3.296 G_L1: 4.705 D_real: 0.191 D_fake: 0.213 +(epoch: 86, iters: 10340, time: 0.280, data: 0.017) G_GAN: 2.884 G_L1: 4.288 D_real: 0.002 D_fake: 0.270 +(epoch: 86, iters: 10440, time: 0.289, data: 0.016) G_GAN: 3.711 G_L1: 4.286 D_real: 0.008 D_fake: 0.083 +(epoch: 86, iters: 10540, time: 0.290, data: 0.017) G_GAN: 3.525 G_L1: 4.412 D_real: 0.028 D_fake: 0.269 +(epoch: 86, iters: 10640, time: 0.636, data: 0.017) G_GAN: 3.734 G_L1: 4.812 D_real: 0.001 D_fake: 0.072 +(epoch: 86, iters: 10740, time: 0.292, data: 0.017) G_GAN: 2.927 G_L1: 3.527 D_real: 0.229 D_fake: 0.145 +(epoch: 86, iters: 10840, time: 0.300, data: 0.019) G_GAN: 3.795 G_L1: 4.093 D_real: 0.041 D_fake: 0.158 +(epoch: 86, iters: 10940, time: 0.286, data: 0.018) G_GAN: 3.279 G_L1: 4.293 D_real: 0.094 D_fake: 0.411 +(epoch: 86, iters: 11040, time: 0.415, data: 0.018) G_GAN: 4.121 G_L1: 4.922 D_real: 0.015 D_fake: 0.066 +(epoch: 86, iters: 11140, time: 0.290, data: 0.019) G_GAN: 4.535 G_L1: 4.473 D_real: 0.007 D_fake: 0.166 +(epoch: 86, iters: 11240, time: 0.289, data: 0.018) G_GAN: 3.271 G_L1: 4.199 D_real: 0.035 D_fake: 0.102 +(epoch: 86, iters: 11340, time: 0.292, data: 0.017) G_GAN: 3.063 G_L1: 3.793 D_real: 0.007 D_fake: 0.113 +(epoch: 86, iters: 11440, time: 0.405, data: 0.017) G_GAN: 4.126 G_L1: 3.920 D_real: 0.044 D_fake: 0.066 +(epoch: 86, iters: 11540, time: 0.283, data: 0.019) G_GAN: 4.798 G_L1: 4.398 D_real: 0.009 D_fake: 0.051 +(epoch: 86, iters: 11640, time: 0.286, data: 0.019) G_GAN: 2.524 G_L1: 3.947 D_real: 0.069 D_fake: 0.153 +(epoch: 86, iters: 11740, time: 0.286, data: 0.019) G_GAN: 3.616 G_L1: 4.719 D_real: 0.001 D_fake: 0.171 +(epoch: 86, iters: 11840, time: 0.370, data: 0.019) G_GAN: 4.513 G_L1: 4.383 D_real: 0.000 D_fake: 0.159 +(epoch: 86, iters: 11940, time: 0.291, data: 0.018) G_GAN: 2.598 G_L1: 2.974 D_real: 0.053 D_fake: 0.211 +(epoch: 86, iters: 12040, time: 0.294, data: 0.017) G_GAN: 4.006 G_L1: 3.994 D_real: 0.118 D_fake: 0.049 +(epoch: 86, iters: 12140, time: 0.286, data: 0.018) G_GAN: 1.908 G_L1: 3.224 D_real: 0.062 D_fake: 0.265 +(epoch: 86, iters: 12240, time: 0.420, data: 0.018) G_GAN: 5.747 G_L1: 4.136 D_real: 0.012 D_fake: 0.013 +(epoch: 86, iters: 12340, time: 0.296, data: 0.018) G_GAN: 3.662 G_L1: 3.793 D_real: 0.044 D_fake: 0.093 +(epoch: 86, iters: 12440, time: 0.288, data: 0.019) G_GAN: 6.639 G_L1: 5.357 D_real: 0.002 D_fake: 0.026 +(epoch: 86, iters: 12540, time: 0.293, data: 0.019) G_GAN: 6.019 G_L1: 3.738 D_real: 0.053 D_fake: 0.008 +(epoch: 86, iters: 12640, time: 0.621, data: 0.018) G_GAN: 5.034 G_L1: 2.678 D_real: 0.024 D_fake: 0.206 +(epoch: 86, iters: 12740, time: 0.294, data: 0.017) G_GAN: 3.724 G_L1: 4.134 D_real: 0.040 D_fake: 0.068 +(epoch: 86, iters: 12840, time: 0.279, data: 0.018) G_GAN: 4.320 G_L1: 4.337 D_real: 0.430 D_fake: 0.041 +(epoch: 86, iters: 12940, time: 0.294, data: 0.016) G_GAN: 5.299 G_L1: 3.481 D_real: 0.000 D_fake: 0.022 +(epoch: 86, iters: 13040, time: 0.379, data: 0.018) G_GAN: 4.123 G_L1: 5.111 D_real: 0.029 D_fake: 0.508 +(epoch: 86, iters: 13140, time: 0.289, data: 0.017) G_GAN: 5.888 G_L1: 6.627 D_real: 0.039 D_fake: 0.012 +(epoch: 86, iters: 13240, time: 0.287, data: 0.018) G_GAN: 3.984 G_L1: 4.650 D_real: 0.007 D_fake: 0.118 +(epoch: 86, iters: 13340, time: 0.290, data: 0.018) G_GAN: 3.099 G_L1: 4.721 D_real: 0.029 D_fake: 0.208 +(epoch: 86, iters: 13440, time: 0.386, data: 0.018) G_GAN: 3.837 G_L1: 5.590 D_real: 0.012 D_fake: 0.065 +(epoch: 86, iters: 13540, time: 0.294, data: 0.017) G_GAN: 4.932 G_L1: 5.028 D_real: 0.001 D_fake: 0.050 +(epoch: 86, iters: 13640, time: 0.296, data: 0.022) G_GAN: 4.533 G_L1: 5.644 D_real: 0.031 D_fake: 0.128 +(epoch: 86, iters: 13740, time: 0.286, data: 0.019) G_GAN: 3.872 G_L1: 4.653 D_real: 0.003 D_fake: 0.041 +(epoch: 86, iters: 13840, time: 0.419, data: 0.017) G_GAN: 3.804 G_L1: 4.121 D_real: 0.000 D_fake: 0.149 +(epoch: 86, iters: 13940, time: 0.305, data: 0.022) G_GAN: 4.075 G_L1: 3.999 D_real: 0.007 D_fake: 0.075 +(epoch: 86, iters: 14040, time: 0.302, data: 0.020) G_GAN: 4.214 G_L1: 5.672 D_real: 0.000 D_fake: 0.145 +(epoch: 86, iters: 14140, time: 0.298, data: 0.019) G_GAN: 5.122 G_L1: 6.081 D_real: 0.003 D_fake: 0.030 +(epoch: 86, iters: 14240, time: 0.420, data: 0.021) G_GAN: 4.422 G_L1: 4.992 D_real: 0.000 D_fake: 0.044 +(epoch: 86, iters: 14340, time: 0.299, data: 0.018) G_GAN: 4.044 G_L1: 4.452 D_real: 0.116 D_fake: 0.173 +(epoch: 86, iters: 14440, time: 0.302, data: 0.019) G_GAN: 4.733 G_L1: 4.033 D_real: 0.011 D_fake: 0.103 +(epoch: 86, iters: 14540, time: 0.300, data: 0.019) G_GAN: 4.274 G_L1: 4.882 D_real: 0.015 D_fake: 0.146 +(epoch: 86, iters: 14640, time: 0.657, data: 0.020) G_GAN: 3.703 G_L1: 4.888 D_real: 0.715 D_fake: 0.065 +(epoch: 86, iters: 14740, time: 0.308, data: 0.019) G_GAN: 3.513 G_L1: 8.210 D_real: 0.043 D_fake: 0.084 +(epoch: 86, iters: 14840, time: 0.304, data: 0.020) G_GAN: 4.428 G_L1: 4.249 D_real: 0.054 D_fake: 0.037 +(epoch: 86, iters: 14940, time: 0.297, data: 0.019) G_GAN: 4.845 G_L1: 4.045 D_real: 0.001 D_fake: 0.037 +(epoch: 86, iters: 15040, time: 0.418, data: 0.020) G_GAN: 4.963 G_L1: 5.276 D_real: 0.036 D_fake: 0.033 +(epoch: 86, iters: 15140, time: 0.306, data: 0.018) G_GAN: 4.666 G_L1: 3.745 D_real: 0.338 D_fake: 0.018 +(epoch: 86, iters: 15240, time: 0.304, data: 0.021) G_GAN: 4.714 G_L1: 3.385 D_real: 0.139 D_fake: 0.025 +(epoch: 86, iters: 15340, time: 0.303, data: 0.021) G_GAN: 5.509 G_L1: 3.654 D_real: 0.025 D_fake: 0.092 +(epoch: 86, iters: 15440, time: 0.382, data: 0.019) G_GAN: 5.080 G_L1: 4.052 D_real: 0.006 D_fake: 0.027 +(epoch: 86, iters: 15540, time: 0.301, data: 0.019) G_GAN: 4.014 G_L1: 2.848 D_real: 0.028 D_fake: 0.152 +(epoch: 86, iters: 15640, time: 0.296, data: 0.021) G_GAN: 3.934 G_L1: 4.361 D_real: 0.208 D_fake: 0.089 +(epoch: 86, iters: 15740, time: 0.301, data: 0.021) G_GAN: 4.000 G_L1: 3.797 D_real: 0.027 D_fake: 0.057 +(epoch: 86, iters: 15840, time: 0.419, data: 0.020) G_GAN: 6.007 G_L1: 3.689 D_real: 0.038 D_fake: 0.076 +(epoch: 86, iters: 15940, time: 0.302, data: 0.020) G_GAN: 4.362 G_L1: 5.251 D_real: 0.099 D_fake: 0.098 +(epoch: 86, iters: 16040, time: 0.299, data: 0.019) G_GAN: 5.872 G_L1: 4.921 D_real: 0.008 D_fake: 0.107 +(epoch: 86, iters: 16140, time: 0.303, data: 0.020) G_GAN: 6.498 G_L1: 5.462 D_real: 0.018 D_fake: 0.030 +(epoch: 86, iters: 16240, time: 0.406, data: 0.020) G_GAN: 7.574 G_L1: 5.411 D_real: 0.028 D_fake: 0.006 +(epoch: 86, iters: 16340, time: 0.297, data: 0.018) G_GAN: 5.119 G_L1: 4.821 D_real: 0.016 D_fake: 0.066 +(epoch: 86, iters: 16440, time: 0.304, data: 0.021) G_GAN: 7.839 G_L1: 3.906 D_real: 0.000 D_fake: 0.014 +(epoch: 86, iters: 16540, time: 0.302, data: 0.019) G_GAN: 7.208 G_L1: 6.383 D_real: 0.000 D_fake: 0.019 +(epoch: 86, iters: 16640, time: 0.663, data: 0.021) G_GAN: 6.490 G_L1: 5.613 D_real: 0.002 D_fake: 0.008 +(epoch: 86, iters: 16740, time: 0.295, data: 0.020) G_GAN: 6.542 G_L1: 3.924 D_real: 0.018 D_fake: 0.010 +(epoch: 86, iters: 16840, time: 0.297, data: 0.019) G_GAN: 4.449 G_L1: 4.630 D_real: 0.001 D_fake: 0.027 +(epoch: 86, iters: 16940, time: 0.304, data: 0.021) G_GAN: 5.907 G_L1: 5.341 D_real: 0.000 D_fake: 0.031 +(epoch: 86, iters: 17040, time: 0.402, data: 0.020) G_GAN: 4.794 G_L1: 4.359 D_real: 0.000 D_fake: 0.036 +(epoch: 86, iters: 17140, time: 0.302, data: 0.020) G_GAN: 2.998 G_L1: 4.101 D_real: 0.008 D_fake: 0.159 +(epoch: 86, iters: 17240, time: 0.296, data: 0.022) G_GAN: 3.986 G_L1: 5.077 D_real: 0.002 D_fake: 0.069 +(epoch: 86, iters: 17340, time: 0.302, data: 0.018) G_GAN: 4.665 G_L1: 5.752 D_real: 0.042 D_fake: 0.067 +(epoch: 86, iters: 17440, time: 0.412, data: 0.020) G_GAN: 4.345 G_L1: 6.038 D_real: 0.012 D_fake: 0.077 +(epoch: 86, iters: 17540, time: 0.298, data: 0.019) G_GAN: 3.995 G_L1: 4.857 D_real: 0.024 D_fake: 0.058 +(epoch: 86, iters: 17640, time: 0.301, data: 0.019) G_GAN: 6.934 G_L1: 3.068 D_real: 0.000 D_fake: 0.018 +(epoch: 86, iters: 17740, time: 0.289, data: 0.020) G_GAN: 4.004 G_L1: 4.543 D_real: 0.075 D_fake: 0.140 +(epoch: 86, iters: 17840, time: 0.430, data: 0.018) G_GAN: 4.282 G_L1: 4.493 D_real: 0.000 D_fake: 0.100 +(epoch: 86, iters: 17940, time: 0.303, data: 0.019) G_GAN: 4.955 G_L1: 4.008 D_real: 0.027 D_fake: 0.029 +(epoch: 86, iters: 18040, time: 0.301, data: 0.021) G_GAN: 3.468 G_L1: 3.715 D_real: 0.002 D_fake: 0.203 +(epoch: 86, iters: 18140, time: 0.301, data: 0.019) G_GAN: 5.753 G_L1: 4.788 D_real: 0.056 D_fake: 0.011 +(epoch: 86, iters: 18240, time: 0.417, data: 0.019) G_GAN: 3.851 G_L1: 4.002 D_real: 0.015 D_fake: 0.075 +(epoch: 86, iters: 18340, time: 0.296, data: 0.019) G_GAN: 5.262 G_L1: 4.112 D_real: 0.019 D_fake: 0.086 +(epoch: 86, iters: 18440, time: 0.300, data: 0.019) G_GAN: 4.718 G_L1: 5.948 D_real: 0.011 D_fake: 0.033 +(epoch: 86, iters: 18540, time: 0.304, data: 0.020) G_GAN: 5.391 G_L1: 6.110 D_real: 0.021 D_fake: 0.052 +(epoch: 86, iters: 18640, time: 0.624, data: 0.020) G_GAN: 5.058 G_L1: 7.134 D_real: 0.000 D_fake: 0.039 +(epoch: 86, iters: 18740, time: 0.300, data: 0.020) G_GAN: 3.548 G_L1: 4.850 D_real: 0.148 D_fake: 0.371 +(epoch: 86, iters: 18840, time: 0.304, data: 0.020) G_GAN: 4.905 G_L1: 7.613 D_real: 0.746 D_fake: 0.058 +(epoch: 86, iters: 18940, time: 0.296, data: 0.021) G_GAN: 5.995 G_L1: 4.934 D_real: 0.000 D_fake: 0.021 +(epoch: 86, iters: 19040, time: 0.387, data: 0.020) G_GAN: 4.372 G_L1: 3.732 D_real: 0.001 D_fake: 0.084 +(epoch: 86, iters: 19140, time: 0.298, data: 0.020) G_GAN: 4.211 G_L1: 11.616 D_real: 0.093 D_fake: 0.054 +(epoch: 86, iters: 19240, time: 0.289, data: 0.019) G_GAN: 3.635 G_L1: 4.809 D_real: 0.121 D_fake: 0.291 +(epoch: 86, iters: 19340, time: 0.297, data: 0.018) G_GAN: 4.766 G_L1: 4.434 D_real: 0.052 D_fake: 0.026 +(epoch: 86, iters: 19440, time: 0.418, data: 0.019) G_GAN: 5.500 G_L1: 3.861 D_real: 0.001 D_fake: 0.036 +(epoch: 86, iters: 19540, time: 0.303, data: 0.021) G_GAN: 2.890 G_L1: 5.157 D_real: 0.001 D_fake: 0.184 +(epoch: 86, iters: 19640, time: 0.291, data: 0.022) G_GAN: 1.951 G_L1: 5.026 D_real: 0.009 D_fake: 0.206 +(epoch: 86, iters: 19740, time: 0.295, data: 0.018) G_GAN: 2.920 G_L1: 4.345 D_real: 0.008 D_fake: 0.091 +(epoch: 86, iters: 19840, time: 0.419, data: 0.021) G_GAN: 2.855 G_L1: 5.074 D_real: 0.011 D_fake: 0.149 +(epoch: 86, iters: 19940, time: 0.301, data: 0.020) G_GAN: 3.343 G_L1: 4.033 D_real: 0.042 D_fake: 0.073 +(epoch: 86, iters: 20040, time: 0.302, data: 0.019) G_GAN: 2.971 G_L1: 4.681 D_real: 0.000 D_fake: 0.218 +(epoch: 86, iters: 20140, time: 0.286, data: 0.019) G_GAN: 3.565 G_L1: 6.111 D_real: 0.002 D_fake: 0.074 +(epoch: 86, iters: 20240, time: 0.424, data: 0.018) G_GAN: 4.258 G_L1: 4.343 D_real: 0.000 D_fake: 0.090 +(epoch: 86, iters: 20340, time: 0.302, data: 0.018) G_GAN: 3.838 G_L1: 5.573 D_real: 0.000 D_fake: 0.063 +(epoch: 86, iters: 20440, time: 0.304, data: 0.025) G_GAN: 3.808 G_L1: 4.739 D_real: 0.001 D_fake: 0.132 +(epoch: 86, iters: 20540, time: 0.297, data: 0.019) G_GAN: 4.616 G_L1: 4.316 D_real: 0.003 D_fake: 0.034 +(epoch: 86, iters: 20640, time: 0.609, data: 0.019) G_GAN: 4.004 G_L1: 4.501 D_real: 0.044 D_fake: 0.177 +(epoch: 86, iters: 20740, time: 0.301, data: 0.018) G_GAN: 5.754 G_L1: 4.985 D_real: 0.000 D_fake: 0.023 +(epoch: 86, iters: 20840, time: 0.304, data: 0.021) G_GAN: 4.106 G_L1: 4.938 D_real: 0.013 D_fake: 0.023 +(epoch: 86, iters: 20940, time: 0.298, data: 0.019) G_GAN: 3.696 G_L1: 4.441 D_real: 0.000 D_fake: 0.089 +(epoch: 86, iters: 21040, time: 0.423, data: 0.019) G_GAN: 3.735 G_L1: 4.698 D_real: 0.014 D_fake: 0.057 +(epoch: 86, iters: 21140, time: 0.300, data: 0.019) G_GAN: 3.559 G_L1: 7.002 D_real: 0.017 D_fake: 0.291 +(epoch: 86, iters: 21240, time: 0.291, data: 0.019) G_GAN: 3.355 G_L1: 6.736 D_real: 0.003 D_fake: 0.169 +(epoch: 86, iters: 21340, time: 0.296, data: 0.019) G_GAN: 2.398 G_L1: 4.639 D_real: 0.033 D_fake: 0.189 +(epoch: 86, iters: 21440, time: 0.408, data: 0.021) G_GAN: 2.802 G_L1: 4.525 D_real: 0.000 D_fake: 0.521 +(epoch: 86, iters: 21540, time: 0.300, data: 0.019) G_GAN: 4.495 G_L1: 4.192 D_real: 0.001 D_fake: 1.272 +(epoch: 86, iters: 21640, time: 0.304, data: 0.020) G_GAN: 2.514 G_L1: 3.520 D_real: 0.002 D_fake: 0.241 +(epoch: 86, iters: 21740, time: 0.286, data: 0.018) G_GAN: 3.348 G_L1: 3.494 D_real: 0.341 D_fake: 0.045 +(epoch: 86, iters: 21840, time: 0.420, data: 0.019) G_GAN: 3.789 G_L1: 3.650 D_real: 0.221 D_fake: 0.072 +(epoch: 86, iters: 21940, time: 0.303, data: 0.019) G_GAN: 4.036 G_L1: 4.312 D_real: 0.012 D_fake: 0.281 +(epoch: 86, iters: 22040, time: 0.295, data: 0.022) G_GAN: 3.033 G_L1: 3.468 D_real: 0.364 D_fake: 0.230 +(epoch: 86, iters: 22140, time: 0.277, data: 0.019) G_GAN: 3.926 G_L1: 3.839 D_real: 0.533 D_fake: 0.033 +(epoch: 86, iters: 22240, time: 0.415, data: 0.018) G_GAN: 3.940 G_L1: 4.133 D_real: 0.004 D_fake: 0.183 +(epoch: 86, iters: 22340, time: 0.297, data: 0.019) G_GAN: 4.174 G_L1: 5.039 D_real: 0.002 D_fake: 0.107 +(epoch: 86, iters: 22440, time: 0.303, data: 0.019) G_GAN: 2.449 G_L1: 3.662 D_real: 0.001 D_fake: 1.073 +(epoch: 86, iters: 22540, time: 0.299, data: 0.019) G_GAN: 3.734 G_L1: 3.978 D_real: 0.026 D_fake: 0.150 +(epoch: 86, iters: 22640, time: 0.627, data: 0.018) G_GAN: 4.756 G_L1: 5.209 D_real: 0.013 D_fake: 0.017 +(epoch: 86, iters: 22740, time: 0.306, data: 0.019) G_GAN: 5.308 G_L1: 4.243 D_real: 0.002 D_fake: 0.128 +(epoch: 86, iters: 22840, time: 0.298, data: 0.019) G_GAN: 3.337 G_L1: 5.415 D_real: 0.000 D_fake: 0.181 +(epoch: 86, iters: 22940, time: 0.303, data: 0.019) G_GAN: 3.721 G_L1: 9.519 D_real: 0.005 D_fake: 0.119 +(epoch: 86, iters: 23040, time: 0.418, data: 0.019) G_GAN: 2.668 G_L1: 4.223 D_real: 0.000 D_fake: 0.193 +(epoch: 86, iters: 23140, time: 0.291, data: 0.020) G_GAN: 4.036 G_L1: 3.836 D_real: 0.002 D_fake: 0.090 +(epoch: 86, iters: 23240, time: 0.288, data: 0.019) G_GAN: 5.932 G_L1: 5.863 D_real: 0.000 D_fake: 0.096 +(epoch: 86, iters: 23340, time: 0.303, data: 0.018) G_GAN: 4.109 G_L1: 6.427 D_real: 0.002 D_fake: 0.032 +(epoch: 86, iters: 23440, time: 0.405, data: 0.019) G_GAN: 4.532 G_L1: 7.164 D_real: 0.000 D_fake: 0.029 +(epoch: 86, iters: 23540, time: 0.299, data: 0.019) G_GAN: 4.380 G_L1: 5.695 D_real: 0.001 D_fake: 0.105 +(epoch: 86, iters: 23640, time: 0.290, data: 0.020) G_GAN: 3.089 G_L1: 4.408 D_real: 0.001 D_fake: 0.170 +(epoch: 86, iters: 23740, time: 0.291, data: 0.020) G_GAN: 3.680 G_L1: 4.212 D_real: 0.007 D_fake: 0.260 +(epoch: 86, iters: 23840, time: 0.423, data: 0.019) G_GAN: 3.057 G_L1: 4.609 D_real: 0.001 D_fake: 0.118 +(epoch: 86, iters: 23940, time: 0.299, data: 0.019) G_GAN: 6.004 G_L1: 6.570 D_real: 0.006 D_fake: 0.007 +(epoch: 86, iters: 24040, time: 0.287, data: 0.019) G_GAN: 2.427 G_L1: 4.040 D_real: 0.001 D_fake: 0.200 +(epoch: 86, iters: 24140, time: 0.292, data: 0.019) G_GAN: 3.699 G_L1: 8.681 D_real: 0.006 D_fake: 0.294 +(epoch: 86, iters: 24240, time: 0.414, data: 0.019) G_GAN: 2.563 G_L1: 4.786 D_real: 0.115 D_fake: 0.238 +(epoch: 86, iters: 24340, time: 0.294, data: 0.019) G_GAN: 2.961 G_L1: 3.959 D_real: 0.000 D_fake: 0.168 +(epoch: 86, iters: 24440, time: 0.287, data: 0.020) G_GAN: 5.781 G_L1: 4.697 D_real: 0.141 D_fake: 0.015 +(epoch: 86, iters: 24540, time: 0.288, data: 0.017) G_GAN: 3.175 G_L1: 3.868 D_real: 0.092 D_fake: 0.246 +(epoch: 86, iters: 24640, time: 0.602, data: 0.019) G_GAN: 4.016 G_L1: 3.635 D_real: 0.010 D_fake: 0.135 +(epoch: 86, iters: 24740, time: 0.283, data: 0.017) G_GAN: 3.868 G_L1: 4.013 D_real: 0.216 D_fake: 0.044 +(epoch: 86, iters: 24840, time: 0.271, data: 0.019) G_GAN: 3.295 G_L1: 6.346 D_real: 0.036 D_fake: 0.113 +(epoch: 86, iters: 24940, time: 0.291, data: 0.017) G_GAN: 3.686 G_L1: 5.994 D_real: 0.008 D_fake: 0.119 +(epoch: 86, iters: 25040, time: 0.402, data: 0.018) G_GAN: 2.632 G_L1: 4.779 D_real: 0.080 D_fake: 0.148 +(epoch: 86, iters: 25140, time: 0.293, data: 0.018) G_GAN: 2.484 G_L1: 3.615 D_real: 0.003 D_fake: 0.329 +(epoch: 86, iters: 25240, time: 0.290, data: 0.021) G_GAN: 4.006 G_L1: 4.747 D_real: 0.021 D_fake: 0.529 +(epoch: 86, iters: 25340, time: 0.290, data: 0.018) G_GAN: 3.190 G_L1: 4.257 D_real: 0.018 D_fake: 0.378 +(epoch: 86, iters: 25440, time: 0.423, data: 0.031) G_GAN: 2.717 G_L1: 3.789 D_real: 0.000 D_fake: 0.680 +(epoch: 86, iters: 25540, time: 0.297, data: 0.018) G_GAN: 2.473 G_L1: 8.531 D_real: 0.115 D_fake: 0.418 +(epoch: 86, iters: 25640, time: 0.294, data: 0.019) G_GAN: 3.070 G_L1: 4.018 D_real: 0.000 D_fake: 0.169 +(epoch: 86, iters: 25740, time: 0.280, data: 0.017) G_GAN: 3.597 G_L1: 4.981 D_real: 0.000 D_fake: 0.087 +(epoch: 86, iters: 25840, time: 0.429, data: 0.017) G_GAN: 4.142 G_L1: 7.893 D_real: 0.033 D_fake: 0.084 +(epoch: 86, iters: 25940, time: 0.286, data: 0.017) G_GAN: 4.693 G_L1: 4.475 D_real: 0.000 D_fake: 0.039 +(epoch: 86, iters: 26040, time: 0.268, data: 0.019) G_GAN: 4.498 G_L1: 4.944 D_real: 0.000 D_fake: 0.053 +(epoch: 86, iters: 26140, time: 0.284, data: 0.015) G_GAN: 2.392 G_L1: 3.703 D_real: 0.009 D_fake: 0.335 +(epoch: 86, iters: 26240, time: 0.407, data: 0.019) G_GAN: 2.747 G_L1: 5.250 D_real: 1.051 D_fake: 0.325 +(epoch: 86, iters: 26340, time: 0.300, data: 0.019) G_GAN: 5.190 G_L1: 4.619 D_real: 0.030 D_fake: 0.037 +(epoch: 86, iters: 26440, time: 0.293, data: 0.019) G_GAN: 3.663 G_L1: 4.585 D_real: 0.006 D_fake: 0.288 +(epoch: 86, iters: 26540, time: 0.286, data: 0.020) G_GAN: 1.730 G_L1: 3.385 D_real: 0.043 D_fake: 0.352 +(epoch: 86, iters: 26640, time: 0.585, data: 0.021) G_GAN: 4.948 G_L1: 3.694 D_real: 0.001 D_fake: 0.070 +(epoch: 86, iters: 26740, time: 0.301, data: 0.019) G_GAN: 4.262 G_L1: 5.314 D_real: 0.002 D_fake: 0.073 +(epoch: 86, iters: 26840, time: 0.301, data: 0.018) G_GAN: 3.070 G_L1: 3.649 D_real: 0.010 D_fake: 0.094 +(epoch: 86, iters: 26940, time: 0.288, data: 0.020) G_GAN: 2.858 G_L1: 5.420 D_real: 0.000 D_fake: 0.207 +(epoch: 86, iters: 27040, time: 0.404, data: 0.019) G_GAN: 3.533 G_L1: 3.785 D_real: 0.038 D_fake: 0.109 +(epoch: 86, iters: 27140, time: 0.281, data: 0.019) G_GAN: 7.587 G_L1: 11.804 D_real: 0.012 D_fake: 0.006 +(epoch: 86, iters: 27240, time: 0.281, data: 0.016) G_GAN: 3.581 G_L1: 6.849 D_real: 0.002 D_fake: 0.315 +(epoch: 86, iters: 27340, time: 0.296, data: 0.018) G_GAN: 3.492 G_L1: 5.763 D_real: 0.003 D_fake: 0.168 +(epoch: 86, iters: 27440, time: 0.416, data: 0.017) G_GAN: 1.504 G_L1: 3.960 D_real: 0.001 D_fake: 0.492 +(epoch: 86, iters: 27540, time: 0.296, data: 0.018) G_GAN: 2.371 G_L1: 3.507 D_real: 0.000 D_fake: 0.251 +(epoch: 86, iters: 27640, time: 0.291, data: 0.020) G_GAN: 3.955 G_L1: 4.626 D_real: 0.001 D_fake: 0.060 +(epoch: 86, iters: 27740, time: 0.291, data: 0.018) G_GAN: 2.123 G_L1: 3.554 D_real: 0.010 D_fake: 0.271 +(epoch: 86, iters: 27840, time: 0.400, data: 0.018) G_GAN: 3.924 G_L1: 4.980 D_real: 0.005 D_fake: 0.140 +(epoch: 86, iters: 27940, time: 0.274, data: 0.015) G_GAN: 3.772 G_L1: 5.551 D_real: 0.034 D_fake: 0.104 +(epoch: 86, iters: 28040, time: 0.289, data: 0.015) G_GAN: 3.438 G_L1: 4.182 D_real: 0.000 D_fake: 0.118 +(epoch: 86, iters: 28140, time: 0.291, data: 0.020) G_GAN: 4.503 G_L1: 5.124 D_real: 0.071 D_fake: 0.048 +(epoch: 86, iters: 28240, time: 0.376, data: 0.019) G_GAN: 2.671 G_L1: 4.205 D_real: 0.009 D_fake: 0.179 +(epoch: 86, iters: 28340, time: 0.283, data: 0.016) G_GAN: 2.819 G_L1: 4.295 D_real: 0.015 D_fake: 0.168 +(epoch: 86, iters: 28440, time: 0.297, data: 0.017) G_GAN: 1.770 G_L1: 3.812 D_real: 0.051 D_fake: 0.361 +(epoch: 86, iters: 28540, time: 0.290, data: 0.019) G_GAN: 3.332 G_L1: 4.023 D_real: 0.045 D_fake: 0.103 +(epoch: 86, iters: 28640, time: 0.617, data: 0.018) G_GAN: 3.549 G_L1: 6.701 D_real: 0.005 D_fake: 0.248 +(epoch: 86, iters: 28740, time: 0.299, data: 0.019) G_GAN: 2.674 G_L1: 3.807 D_real: 0.065 D_fake: 0.180 +(epoch: 86, iters: 28840, time: 0.298, data: 0.018) G_GAN: 1.584 G_L1: 4.378 D_real: 0.015 D_fake: 0.491 +(epoch: 86, iters: 28940, time: 0.300, data: 0.019) G_GAN: 3.024 G_L1: 4.734 D_real: 0.009 D_fake: 0.596 +(epoch: 86, iters: 29040, time: 0.422, data: 0.021) G_GAN: 3.335 G_L1: 3.641 D_real: 0.006 D_fake: 0.119 +(epoch: 86, iters: 29140, time: 0.305, data: 0.020) G_GAN: 4.039 G_L1: 5.322 D_real: 0.003 D_fake: 0.082 +(epoch: 86, iters: 29240, time: 0.305, data: 0.021) G_GAN: 2.596 G_L1: 6.015 D_real: 0.028 D_fake: 0.080 +(epoch: 86, iters: 29340, time: 0.292, data: 0.019) G_GAN: 2.498 G_L1: 4.971 D_real: 0.014 D_fake: 0.174 +(epoch: 86, iters: 29440, time: 0.419, data: 0.018) G_GAN: 3.820 G_L1: 5.229 D_real: 0.022 D_fake: 0.353 +(epoch: 86, iters: 29540, time: 0.295, data: 0.020) G_GAN: 3.471 G_L1: 3.659 D_real: 0.015 D_fake: 0.302 +(epoch: 86, iters: 29640, time: 0.301, data: 0.020) G_GAN: 3.985 G_L1: 3.985 D_real: 0.002 D_fake: 0.107 +(epoch: 86, iters: 29740, time: 0.304, data: 0.019) G_GAN: 4.106 G_L1: 6.769 D_real: 0.009 D_fake: 0.080 +(epoch: 86, iters: 29840, time: 0.407, data: 0.019) G_GAN: 4.528 G_L1: 8.353 D_real: 0.007 D_fake: 0.169 +(epoch: 86, iters: 29940, time: 0.293, data: 0.019) G_GAN: 3.817 G_L1: 4.931 D_real: 0.000 D_fake: 0.055 +(epoch: 86, iters: 30040, time: 0.293, data: 0.018) G_GAN: 3.948 G_L1: 5.818 D_real: 0.000 D_fake: 0.128 +(epoch: 86, iters: 30140, time: 0.297, data: 0.019) G_GAN: 2.203 G_L1: 3.777 D_real: 0.000 D_fake: 0.286 +(epoch: 86, iters: 30240, time: 0.417, data: 0.018) G_GAN: 1.800 G_L1: 4.842 D_real: 0.000 D_fake: 0.497 +(epoch: 86, iters: 30340, time: 0.295, data: 0.020) G_GAN: 2.258 G_L1: 4.152 D_real: 0.000 D_fake: 0.477 +(epoch: 86, iters: 30440, time: 0.291, data: 0.019) G_GAN: 2.678 G_L1: 5.335 D_real: 0.000 D_fake: 0.181 +(epoch: 86, iters: 30540, time: 0.302, data: 0.018) G_GAN: 1.787 G_L1: 3.944 D_real: 0.000 D_fake: 0.422 +(epoch: 86, iters: 30640, time: 0.634, data: 0.021) G_GAN: 5.910 G_L1: 15.939 D_real: 0.002 D_fake: 0.095 +(epoch: 86, iters: 30740, time: 0.304, data: 0.018) G_GAN: 3.791 G_L1: 4.996 D_real: 0.018 D_fake: 0.196 +(epoch: 86, iters: 30840, time: 0.302, data: 0.019) G_GAN: 3.197 G_L1: 4.980 D_real: 0.013 D_fake: 0.161 +(epoch: 86, iters: 30940, time: 0.308, data: 0.020) G_GAN: 2.388 G_L1: 4.452 D_real: 0.003 D_fake: 0.365 +(epoch: 86, iters: 31040, time: 0.418, data: 0.019) G_GAN: 2.127 G_L1: 4.704 D_real: 0.008 D_fake: 0.254 +(epoch: 86, iters: 31140, time: 0.295, data: 0.019) G_GAN: 3.878 G_L1: 5.279 D_real: 0.010 D_fake: 0.254 +(epoch: 86, iters: 31240, time: 0.304, data: 0.018) G_GAN: 3.402 G_L1: 5.098 D_real: 0.000 D_fake: 0.245 +(epoch: 86, iters: 31340, time: 0.303, data: 0.020) G_GAN: 6.017 G_L1: 6.674 D_real: 0.001 D_fake: 0.025 +(epoch: 86, iters: 31440, time: 0.424, data: 0.028) G_GAN: 2.945 G_L1: 4.248 D_real: 0.001 D_fake: 0.182 +(epoch: 86, iters: 31540, time: 0.304, data: 0.018) G_GAN: 3.067 G_L1: 5.038 D_real: 0.005 D_fake: 1.105 +(epoch: 86, iters: 31640, time: 0.301, data: 0.019) G_GAN: 3.635 G_L1: 5.979 D_real: 0.001 D_fake: 0.100 +(epoch: 86, iters: 31740, time: 0.297, data: 0.019) G_GAN: 3.500 G_L1: 6.414 D_real: 0.001 D_fake: 0.155 +(epoch: 86, iters: 31840, time: 0.420, data: 0.019) G_GAN: 4.432 G_L1: 4.266 D_real: 0.026 D_fake: 0.301 +(epoch: 86, iters: 31940, time: 0.305, data: 0.019) G_GAN: 3.928 G_L1: 3.256 D_real: 0.217 D_fake: 0.222 +(epoch: 86, iters: 32040, time: 0.292, data: 0.020) G_GAN: 5.046 G_L1: 6.026 D_real: 0.190 D_fake: 0.056 +(epoch: 86, iters: 32140, time: 0.297, data: 0.019) G_GAN: 4.339 G_L1: 4.461 D_real: 0.013 D_fake: 0.098 +(epoch: 86, iters: 32240, time: 0.414, data: 0.019) G_GAN: 4.055 G_L1: 4.344 D_real: 0.237 D_fake: 0.098 +(epoch: 86, iters: 32340, time: 0.303, data: 0.019) G_GAN: 13.279 G_L1: 3.181 D_real: 0.030 D_fake: 0.023 +(epoch: 86, iters: 32440, time: 0.304, data: 0.019) G_GAN: 5.139 G_L1: 2.998 D_real: 0.011 D_fake: 0.025 +(epoch: 86, iters: 32540, time: 0.298, data: 0.020) G_GAN: 4.332 G_L1: 5.538 D_real: 0.004 D_fake: 0.077 +(epoch: 86, iters: 32640, time: 0.608, data: 0.019) G_GAN: 4.280 G_L1: 4.225 D_real: 0.098 D_fake: 0.060 +(epoch: 86, iters: 32740, time: 0.300, data: 0.018) G_GAN: 2.872 G_L1: 5.243 D_real: 0.050 D_fake: 0.419 +(epoch: 86, iters: 32840, time: 0.301, data: 0.020) G_GAN: 2.749 G_L1: 5.032 D_real: 0.020 D_fake: 0.165 +(epoch: 86, iters: 32940, time: 0.298, data: 0.020) G_GAN: 4.383 G_L1: 4.423 D_real: 0.000 D_fake: 0.063 +(epoch: 86, iters: 33040, time: 0.402, data: 0.021) G_GAN: 2.104 G_L1: 4.067 D_real: 0.000 D_fake: 0.656 +(epoch: 86, iters: 33140, time: 0.304, data: 0.018) G_GAN: 3.466 G_L1: 4.615 D_real: 0.000 D_fake: 0.161 +(epoch: 86, iters: 33240, time: 0.303, data: 0.020) G_GAN: 4.485 G_L1: 4.377 D_real: 0.000 D_fake: 0.032 +(epoch: 86, iters: 33340, time: 0.298, data: 0.023) G_GAN: 3.503 G_L1: 4.699 D_real: 0.022 D_fake: 0.100 +(epoch: 86, iters: 33440, time: 0.426, data: 0.019) G_GAN: 3.447 G_L1: 5.113 D_real: 0.000 D_fake: 0.187 +(epoch: 86, iters: 33540, time: 0.303, data: 0.020) G_GAN: 2.118 G_L1: 4.825 D_real: 0.000 D_fake: 0.184 +(epoch: 86, iters: 33640, time: 0.301, data: 0.019) G_GAN: 3.973 G_L1: 5.607 D_real: 0.007 D_fake: 0.055 +(epoch: 86, iters: 33740, time: 0.304, data: 0.019) G_GAN: 2.945 G_L1: 3.914 D_real: 0.691 D_fake: 0.097 +(epoch: 86, iters: 33840, time: 0.413, data: 0.020) G_GAN: 4.844 G_L1: 5.691 D_real: 0.021 D_fake: 0.666 +(epoch: 86, iters: 33940, time: 0.304, data: 0.018) G_GAN: 3.037 G_L1: 4.624 D_real: 0.001 D_fake: 0.466 +(epoch: 86, iters: 34040, time: 0.292, data: 0.020) G_GAN: 3.526 G_L1: 3.131 D_real: 0.006 D_fake: 0.196 +(epoch: 86, iters: 34140, time: 0.304, data: 0.020) G_GAN: 4.298 G_L1: 3.226 D_real: 0.376 D_fake: 0.147 +(epoch: 86, iters: 34240, time: 0.431, data: 0.020) G_GAN: 4.885 G_L1: 6.007 D_real: 0.001 D_fake: 0.177 +(epoch: 86, iters: 34340, time: 0.287, data: 0.019) G_GAN: 4.105 G_L1: 4.528 D_real: 0.019 D_fake: 0.448 +(epoch: 86, iters: 34440, time: 0.301, data: 0.018) G_GAN: 5.196 G_L1: 4.735 D_real: 0.015 D_fake: 0.031 +(epoch: 86, iters: 34540, time: 0.300, data: 0.019) G_GAN: 3.018 G_L1: 3.378 D_real: 0.040 D_fake: 0.182 +(epoch: 86, iters: 34640, time: 0.591, data: 0.020) G_GAN: 3.768 G_L1: 4.887 D_real: 0.053 D_fake: 0.094 +(epoch: 86, iters: 34740, time: 0.302, data: 0.021) G_GAN: 3.034 G_L1: 4.101 D_real: 0.001 D_fake: 0.158 +(epoch: 86, iters: 34840, time: 0.300, data: 0.018) G_GAN: 2.381 G_L1: 4.863 D_real: 0.004 D_fake: 0.115 +(epoch: 86, iters: 34940, time: 0.294, data: 0.021) G_GAN: 4.768 G_L1: 5.437 D_real: 0.002 D_fake: 0.068 +(epoch: 86, iters: 35040, time: 0.426, data: 0.017) G_GAN: 3.454 G_L1: 4.445 D_real: 0.026 D_fake: 0.069 +(epoch: 86, iters: 35140, time: 0.303, data: 0.021) G_GAN: 4.004 G_L1: 4.993 D_real: 0.001 D_fake: 0.603 +(epoch: 86, iters: 35240, time: 0.293, data: 0.020) G_GAN: 4.133 G_L1: 5.341 D_real: 0.017 D_fake: 0.144 +(epoch: 86, iters: 35340, time: 0.293, data: 0.019) G_GAN: 3.818 G_L1: 4.272 D_real: 0.001 D_fake: 0.151 +(epoch: 86, iters: 35440, time: 0.423, data: 0.020) G_GAN: 4.388 G_L1: 4.721 D_real: 0.003 D_fake: 0.052 +(epoch: 86, iters: 35540, time: 0.302, data: 0.017) G_GAN: 4.323 G_L1: 5.940 D_real: 0.002 D_fake: 0.153 +(epoch: 86, iters: 35640, time: 0.303, data: 0.019) G_GAN: 3.631 G_L1: 5.658 D_real: 0.004 D_fake: 0.127 +(epoch: 86, iters: 35740, time: 0.291, data: 0.019) G_GAN: 2.981 G_L1: 3.703 D_real: 0.090 D_fake: 0.724 +(epoch: 86, iters: 35840, time: 0.414, data: 0.018) G_GAN: 3.396 G_L1: 4.405 D_real: 0.025 D_fake: 0.064 +(epoch: 86, iters: 35940, time: 0.300, data: 0.018) G_GAN: 2.214 G_L1: 3.688 D_real: 0.404 D_fake: 0.166 +(epoch: 86, iters: 36040, time: 0.301, data: 0.019) G_GAN: 2.287 G_L1: 4.293 D_real: 0.027 D_fake: 0.272 +(epoch: 86, iters: 36140, time: 0.294, data: 0.018) G_GAN: 5.599 G_L1: 6.906 D_real: 0.038 D_fake: 0.040 +(epoch: 86, iters: 36240, time: 0.415, data: 0.018) G_GAN: 3.580 G_L1: 6.151 D_real: 0.299 D_fake: 0.067 +(epoch: 86, iters: 36340, time: 0.298, data: 0.019) G_GAN: 3.309 G_L1: 3.764 D_real: 0.022 D_fake: 0.301 +(epoch: 86, iters: 36440, time: 0.301, data: 0.019) G_GAN: 3.045 G_L1: 4.035 D_real: 0.013 D_fake: 0.107 +(epoch: 86, iters: 36540, time: 0.298, data: 0.020) G_GAN: 2.813 G_L1: 3.950 D_real: 0.002 D_fake: 0.131 +(epoch: 86, iters: 36640, time: 0.626, data: 0.019) G_GAN: 3.732 G_L1: 6.075 D_real: 0.014 D_fake: 0.053 +(epoch: 86, iters: 36740, time: 0.298, data: 0.019) G_GAN: 3.111 G_L1: 4.662 D_real: 0.027 D_fake: 0.120 +(epoch: 86, iters: 36840, time: 0.303, data: 0.019) G_GAN: 2.650 G_L1: 4.817 D_real: 0.092 D_fake: 0.298 +(epoch: 86, iters: 36940, time: 0.296, data: 0.020) G_GAN: 2.980 G_L1: 4.054 D_real: 0.041 D_fake: 0.276 +(epoch: 86, iters: 37040, time: 0.380, data: 0.019) G_GAN: 3.472 G_L1: 3.844 D_real: 0.002 D_fake: 0.071 +(epoch: 86, iters: 37140, time: 0.290, data: 0.019) G_GAN: 2.314 G_L1: 3.723 D_real: 0.022 D_fake: 0.255 +(epoch: 86, iters: 37240, time: 0.296, data: 0.019) G_GAN: 2.089 G_L1: 3.844 D_real: 0.000 D_fake: 0.561 +(epoch: 86, iters: 37340, time: 0.299, data: 0.020) G_GAN: 2.572 G_L1: 5.100 D_real: 0.107 D_fake: 0.298 +(epoch: 86, iters: 37440, time: 0.404, data: 0.021) G_GAN: 3.154 G_L1: 4.447 D_real: 0.023 D_fake: 0.179 +(epoch: 86, iters: 37540, time: 0.306, data: 0.018) G_GAN: 3.659 G_L1: 4.506 D_real: 0.438 D_fake: 0.077 +(epoch: 86, iters: 37640, time: 0.299, data: 0.020) G_GAN: 2.384 G_L1: 5.619 D_real: 0.000 D_fake: 0.461 +(epoch: 86, iters: 37740, time: 0.302, data: 0.020) G_GAN: 3.206 G_L1: 5.721 D_real: 0.006 D_fake: 0.420 +(epoch: 86, iters: 37840, time: 0.421, data: 0.019) G_GAN: 2.219 G_L1: 4.473 D_real: 0.004 D_fake: 0.152 +(epoch: 86, iters: 37940, time: 0.298, data: 0.019) G_GAN: 4.933 G_L1: 4.182 D_real: 0.002 D_fake: 0.027 +(epoch: 86, iters: 38040, time: 0.304, data: 0.019) G_GAN: 3.271 G_L1: 4.522 D_real: 0.006 D_fake: 0.101 +(epoch: 86, iters: 38140, time: 0.297, data: 0.019) G_GAN: 3.097 G_L1: 3.714 D_real: 0.012 D_fake: 0.409 +(epoch: 86, iters: 38240, time: 0.388, data: 0.021) G_GAN: 3.104 G_L1: 3.850 D_real: 0.000 D_fake: 0.102 +(epoch: 86, iters: 38340, time: 0.288, data: 0.019) G_GAN: 4.134 G_L1: 6.791 D_real: 0.000 D_fake: 0.127 +(epoch: 86, iters: 38440, time: 0.298, data: 0.017) G_GAN: 3.511 G_L1: 5.026 D_real: 0.002 D_fake: 0.226 +(epoch: 86, iters: 38540, time: 0.288, data: 0.018) G_GAN: 3.145 G_L1: 5.685 D_real: 0.108 D_fake: 0.350 +(epoch: 86, iters: 38640, time: 0.626, data: 0.020) G_GAN: 3.412 G_L1: 4.175 D_real: 0.003 D_fake: 0.221 +(epoch: 86, iters: 38740, time: 0.289, data: 0.019) G_GAN: 3.457 G_L1: 5.093 D_real: 0.002 D_fake: 0.314 +(epoch: 86, iters: 38840, time: 0.308, data: 0.017) G_GAN: 3.390 G_L1: 5.176 D_real: 0.040 D_fake: 0.242 +(epoch: 86, iters: 38940, time: 0.292, data: 0.019) G_GAN: 3.044 G_L1: 4.683 D_real: 0.009 D_fake: 0.250 +(epoch: 86, iters: 39040, time: 0.414, data: 0.017) G_GAN: 2.136 G_L1: 4.130 D_real: 0.000 D_fake: 0.299 +(epoch: 86, iters: 39140, time: 0.295, data: 0.019) G_GAN: 3.601 G_L1: 4.806 D_real: 0.007 D_fake: 0.391 +(epoch: 86, iters: 39240, time: 0.309, data: 0.019) G_GAN: 3.673 G_L1: 4.056 D_real: 0.031 D_fake: 0.098 +(epoch: 86, iters: 39340, time: 0.301, data: 0.019) G_GAN: 4.286 G_L1: 3.786 D_real: 0.054 D_fake: 0.069 +(epoch: 86, iters: 39440, time: 0.428, data: 0.021) G_GAN: 2.939 G_L1: 4.267 D_real: 0.012 D_fake: 0.417 +(epoch: 86, iters: 39540, time: 0.302, data: 0.019) G_GAN: 3.564 G_L1: 3.627 D_real: 0.001 D_fake: 0.146 +(epoch: 86, iters: 39640, time: 0.289, data: 0.019) G_GAN: 3.206 G_L1: 4.677 D_real: 0.120 D_fake: 0.183 +(epoch: 86, iters: 39740, time: 0.288, data: 0.019) G_GAN: 4.208 G_L1: 4.899 D_real: 0.045 D_fake: 0.082 +(epoch: 86, iters: 39840, time: 0.418, data: 0.019) G_GAN: 3.065 G_L1: 4.145 D_real: 0.033 D_fake: 0.119 +(epoch: 86, iters: 39940, time: 0.296, data: 0.019) G_GAN: 5.710 G_L1: 3.487 D_real: 0.003 D_fake: 0.136 +(epoch: 86, iters: 40040, time: 0.294, data: 0.019) G_GAN: 3.073 G_L1: 3.307 D_real: 0.332 D_fake: 0.099 +(epoch: 86, iters: 40140, time: 0.280, data: 0.018) G_GAN: 3.744 G_L1: 3.421 D_real: 0.113 D_fake: 0.272 +(epoch: 86, iters: 40240, time: 0.409, data: 0.016) G_GAN: 4.073 G_L1: 4.891 D_real: 0.128 D_fake: 0.198 +(epoch: 86, iters: 40340, time: 0.303, data: 0.018) G_GAN: 2.421 G_L1: 4.086 D_real: 0.682 D_fake: 0.247 +(epoch: 86, iters: 40440, time: 0.293, data: 0.022) G_GAN: 4.350 G_L1: 4.148 D_real: 0.008 D_fake: 0.743 +(epoch: 86, iters: 40540, time: 0.294, data: 0.018) G_GAN: 3.853 G_L1: 4.242 D_real: 0.419 D_fake: 0.042 +(epoch: 86, iters: 40640, time: 0.640, data: 0.019) G_GAN: 3.847 G_L1: 5.426 D_real: 0.054 D_fake: 0.101 +(epoch: 86, iters: 40740, time: 0.286, data: 0.018) G_GAN: 2.982 G_L1: 3.184 D_real: 0.045 D_fake: 0.325 +(epoch: 86, iters: 40840, time: 0.302, data: 0.021) G_GAN: 1.606 G_L1: 3.274 D_real: 0.000 D_fake: 0.403 +(epoch: 86, iters: 40940, time: 0.291, data: 0.020) G_GAN: 3.106 G_L1: 2.786 D_real: 0.029 D_fake: 0.130 +(epoch: 86, iters: 41040, time: 0.410, data: 0.020) G_GAN: 4.449 G_L1: 3.097 D_real: 0.385 D_fake: 0.050 +(epoch: 86, iters: 41140, time: 0.294, data: 0.019) G_GAN: 3.206 G_L1: 5.421 D_real: 0.002 D_fake: 0.401 +(epoch: 86, iters: 41240, time: 0.300, data: 0.020) G_GAN: 3.918 G_L1: 4.094 D_real: 0.209 D_fake: 0.663 +(epoch: 86, iters: 41340, time: 0.294, data: 0.020) G_GAN: 4.119 G_L1: 6.261 D_real: 0.011 D_fake: 0.096 +(epoch: 86, iters: 41440, time: 0.421, data: 0.021) G_GAN: 3.362 G_L1: 2.813 D_real: 0.075 D_fake: 0.126 +(epoch: 86, iters: 41540, time: 0.309, data: 0.021) G_GAN: 3.249 G_L1: 3.752 D_real: 0.374 D_fake: 0.051 +(epoch: 86, iters: 41640, time: 0.308, data: 0.018) G_GAN: 4.408 G_L1: 3.617 D_real: 0.001 D_fake: 0.040 +(epoch: 86, iters: 41740, time: 0.303, data: 0.019) G_GAN: 3.257 G_L1: 4.043 D_real: 0.023 D_fake: 0.123 +(epoch: 86, iters: 41840, time: 0.406, data: 0.022) G_GAN: 5.627 G_L1: 6.229 D_real: 0.006 D_fake: 0.019 +(epoch: 86, iters: 41940, time: 0.293, data: 0.020) G_GAN: 3.353 G_L1: 4.287 D_real: 0.028 D_fake: 0.302 +(epoch: 86, iters: 42040, time: 0.293, data: 0.020) G_GAN: 3.805 G_L1: 4.927 D_real: 0.023 D_fake: 0.096 +(epoch: 86, iters: 42140, time: 0.297, data: 0.018) G_GAN: 3.164 G_L1: 4.264 D_real: 0.078 D_fake: 0.093 +(epoch: 86, iters: 42240, time: 0.412, data: 0.019) G_GAN: 3.865 G_L1: 4.748 D_real: 0.065 D_fake: 0.063 +(epoch: 86, iters: 42340, time: 0.295, data: 0.019) G_GAN: 3.667 G_L1: 3.727 D_real: 0.005 D_fake: 0.153 +(epoch: 86, iters: 42440, time: 0.303, data: 0.020) G_GAN: 3.296 G_L1: 4.596 D_real: 0.352 D_fake: 0.090 +(epoch: 86, iters: 42540, time: 0.295, data: 0.018) G_GAN: 4.126 G_L1: 4.819 D_real: 0.001 D_fake: 0.059 +(epoch: 86, iters: 42640, time: 0.560, data: 0.019) G_GAN: 3.709 G_L1: 3.163 D_real: 0.105 D_fake: 0.075 +(epoch: 86, iters: 42740, time: 0.303, data: 0.021) G_GAN: 4.991 G_L1: 3.945 D_real: 0.014 D_fake: 0.122 +(epoch: 86, iters: 42840, time: 0.303, data: 0.022) G_GAN: 4.837 G_L1: 4.575 D_real: 0.029 D_fake: 0.302 +(epoch: 86, iters: 42940, time: 0.297, data: 0.020) G_GAN: 3.732 G_L1: 5.302 D_real: 0.005 D_fake: 0.091 +(epoch: 86, iters: 43040, time: 0.426, data: 0.017) G_GAN: 3.076 G_L1: 4.162 D_real: 0.281 D_fake: 0.200 +(epoch: 86, iters: 43140, time: 0.303, data: 0.020) G_GAN: 4.625 G_L1: 3.223 D_real: 0.037 D_fake: 0.035 +(epoch: 86, iters: 43240, time: 0.296, data: 0.020) G_GAN: 4.888 G_L1: 4.152 D_real: 0.030 D_fake: 0.040 +(epoch: 86, iters: 43340, time: 0.291, data: 0.018) G_GAN: 5.081 G_L1: 3.196 D_real: 0.019 D_fake: 0.023 +(epoch: 86, iters: 43440, time: 0.411, data: 0.019) G_GAN: 5.384 G_L1: 3.846 D_real: 0.001 D_fake: 0.028 +(epoch: 86, iters: 43540, time: 0.301, data: 0.018) G_GAN: 3.458 G_L1: 4.826 D_real: 0.007 D_fake: 0.186 +(epoch: 86, iters: 43640, time: 0.296, data: 0.019) G_GAN: 4.856 G_L1: 3.840 D_real: 0.002 D_fake: 0.217 +(epoch: 86, iters: 43740, time: 0.293, data: 0.020) G_GAN: 5.904 G_L1: 4.837 D_real: 0.000 D_fake: 0.010 +(epoch: 86, iters: 43840, time: 0.407, data: 0.021) G_GAN: 3.725 G_L1: 2.615 D_real: 0.085 D_fake: 0.066 +(epoch: 86, iters: 43940, time: 0.291, data: 0.018) G_GAN: 5.782 G_L1: 8.041 D_real: 0.302 D_fake: 0.020 +(epoch: 86, iters: 44040, time: 0.274, data: 0.019) G_GAN: 4.398 G_L1: 4.609 D_real: 1.033 D_fake: 0.025 +(epoch: 86, iters: 44140, time: 0.263, data: 0.019) G_GAN: 3.670 G_L1: 3.909 D_real: 0.179 D_fake: 0.165 +(epoch: 86, iters: 44240, time: 0.403, data: 0.017) G_GAN: 3.752 G_L1: 3.379 D_real: 0.071 D_fake: 0.076 +(epoch: 86, iters: 44340, time: 0.304, data: 0.019) G_GAN: 3.126 G_L1: 4.472 D_real: 0.026 D_fake: 0.255 +(epoch: 86, iters: 44440, time: 0.297, data: 0.020) G_GAN: 4.249 G_L1: 4.362 D_real: 0.060 D_fake: 0.078 +(epoch: 86, iters: 44540, time: 0.291, data: 0.019) G_GAN: 4.751 G_L1: 4.344 D_real: 0.000 D_fake: 0.050 +(epoch: 86, iters: 44640, time: 0.619, data: 0.018) G_GAN: 5.536 G_L1: 3.361 D_real: 0.482 D_fake: 0.023 +(epoch: 86, iters: 44740, time: 0.305, data: 0.020) G_GAN: 5.021 G_L1: 3.843 D_real: 0.007 D_fake: 0.126 +(epoch: 86, iters: 44840, time: 0.299, data: 0.019) G_GAN: 5.565 G_L1: 5.583 D_real: 0.014 D_fake: 0.071 +(epoch: 86, iters: 44940, time: 0.290, data: 0.018) G_GAN: 3.621 G_L1: 2.563 D_real: 0.408 D_fake: 0.049 +(epoch: 86, iters: 45040, time: 0.415, data: 0.016) G_GAN: 3.782 G_L1: 3.878 D_real: 0.511 D_fake: 0.109 +(epoch: 86, iters: 45140, time: 0.287, data: 0.017) G_GAN: 3.585 G_L1: 5.877 D_real: 0.001 D_fake: 0.227 +(epoch: 86, iters: 45240, time: 0.291, data: 0.019) G_GAN: 5.317 G_L1: 5.015 D_real: 0.096 D_fake: 0.023 +(epoch: 86, iters: 45340, time: 0.290, data: 0.018) G_GAN: 3.236 G_L1: 4.450 D_real: 0.025 D_fake: 0.217 +(epoch: 86, iters: 45440, time: 0.407, data: 0.018) G_GAN: 4.471 G_L1: 6.283 D_real: 0.072 D_fake: 0.126 +(epoch: 86, iters: 45540, time: 0.309, data: 0.018) G_GAN: 4.096 G_L1: 3.138 D_real: 0.004 D_fake: 0.135 +(epoch: 86, iters: 45640, time: 0.285, data: 0.019) G_GAN: 3.423 G_L1: 4.058 D_real: 0.256 D_fake: 0.224 +(epoch: 86, iters: 45740, time: 0.293, data: 0.017) G_GAN: 3.273 G_L1: 3.642 D_real: 0.013 D_fake: 0.316 +(epoch: 86, iters: 45840, time: 0.421, data: 0.018) G_GAN: 4.006 G_L1: 3.781 D_real: 0.133 D_fake: 0.030 +(epoch: 86, iters: 45940, time: 0.293, data: 0.018) G_GAN: 4.915 G_L1: 3.886 D_real: 0.036 D_fake: 0.066 +(epoch: 86, iters: 46040, time: 0.292, data: 0.019) G_GAN: 5.187 G_L1: 3.213 D_real: 0.062 D_fake: 0.036 +(epoch: 86, iters: 46140, time: 0.296, data: 0.019) G_GAN: 4.141 G_L1: 3.729 D_real: 0.000 D_fake: 0.141 +(epoch: 86, iters: 46240, time: 0.400, data: 0.018) G_GAN: 3.979 G_L1: 4.590 D_real: 0.031 D_fake: 0.072 +(epoch: 86, iters: 46340, time: 0.295, data: 0.017) G_GAN: 6.044 G_L1: 2.526 D_real: 0.003 D_fake: 0.045 +(epoch: 86, iters: 46440, time: 0.300, data: 0.018) G_GAN: 5.600 G_L1: 5.478 D_real: 0.008 D_fake: 0.023 +(epoch: 86, iters: 46540, time: 0.303, data: 0.019) G_GAN: 4.217 G_L1: 3.663 D_real: 0.074 D_fake: 0.051 +(epoch: 86, iters: 46640, time: 0.564, data: 0.019) G_GAN: 2.899 G_L1: 3.365 D_real: 0.210 D_fake: 0.128 +(epoch: 86, iters: 46740, time: 0.263, data: 0.015) G_GAN: 5.143 G_L1: 5.413 D_real: 0.013 D_fake: 0.135 +(epoch: 86, iters: 46840, time: 0.297, data: 0.014) G_GAN: 4.078 G_L1: 3.956 D_real: 0.014 D_fake: 0.058 +(epoch: 86, iters: 46940, time: 0.289, data: 0.018) G_GAN: 3.393 G_L1: 3.799 D_real: 0.060 D_fake: 0.164 +(epoch: 86, iters: 47040, time: 0.376, data: 0.017) G_GAN: 4.367 G_L1: 4.107 D_real: 0.041 D_fake: 0.078 +(epoch: 86, iters: 47140, time: 0.295, data: 0.019) G_GAN: 6.862 G_L1: 3.268 D_real: 0.039 D_fake: 0.010 +(epoch: 86, iters: 47240, time: 0.292, data: 0.019) G_GAN: 3.610 G_L1: 4.662 D_real: 0.092 D_fake: 0.069 +(epoch: 86, iters: 47340, time: 0.275, data: 0.018) G_GAN: 4.612 G_L1: 3.372 D_real: 0.065 D_fake: 0.030 +(epoch: 86, iters: 47440, time: 0.379, data: 0.016) G_GAN: 4.155 G_L1: 3.296 D_real: 0.113 D_fake: 0.285 +(epoch: 86, iters: 47540, time: 0.290, data: 0.017) G_GAN: 4.492 G_L1: 4.133 D_real: 0.256 D_fake: 0.091 +(epoch: 86, iters: 47640, time: 0.307, data: 0.017) G_GAN: 3.265 G_L1: 6.946 D_real: 0.050 D_fake: 0.174 +(epoch: 86, iters: 47740, time: 0.297, data: 0.020) G_GAN: 3.123 G_L1: 4.370 D_real: 0.264 D_fake: 0.052 +(epoch: 86, iters: 47840, time: 0.413, data: 0.019) G_GAN: 4.093 G_L1: 4.114 D_real: 0.134 D_fake: 0.246 +(epoch: 86, iters: 47940, time: 0.304, data: 0.018) G_GAN: 4.859 G_L1: 6.270 D_real: 0.002 D_fake: 0.050 +(epoch: 86, iters: 48040, time: 0.296, data: 0.019) G_GAN: 6.591 G_L1: 4.363 D_real: 0.024 D_fake: 0.005 +(epoch: 86, iters: 48140, time: 0.296, data: 0.020) G_GAN: 4.414 G_L1: 5.205 D_real: 0.110 D_fake: 0.053 +(epoch: 86, iters: 48240, time: 0.384, data: 0.020) G_GAN: 4.252 G_L1: 6.037 D_real: 0.052 D_fake: 0.035 +(epoch: 86, iters: 48340, time: 0.298, data: 0.018) G_GAN: 4.562 G_L1: 3.894 D_real: 0.007 D_fake: 0.053 +(epoch: 86, iters: 48440, time: 0.291, data: 0.019) G_GAN: 4.346 G_L1: 2.747 D_real: 0.023 D_fake: 0.078 +(epoch: 86, iters: 48540, time: 0.279, data: 0.018) G_GAN: 3.986 G_L1: 4.701 D_real: 0.020 D_fake: 0.078 +(epoch: 86, iters: 48640, time: 0.652, data: 0.017) G_GAN: 3.792 G_L1: 3.672 D_real: 0.012 D_fake: 0.108 +(epoch: 86, iters: 48740, time: 0.296, data: 0.019) G_GAN: 3.422 G_L1: 4.293 D_real: 0.645 D_fake: 0.038 +(epoch: 86, iters: 48840, time: 0.291, data: 0.020) G_GAN: 4.826 G_L1: 4.213 D_real: 0.162 D_fake: 0.019 +(epoch: 86, iters: 48940, time: 0.292, data: 0.020) G_GAN: 5.151 G_L1: 4.144 D_real: 0.388 D_fake: 0.030 +(epoch: 86, iters: 49040, time: 0.393, data: 0.019) G_GAN: 4.696 G_L1: 4.244 D_real: 0.018 D_fake: 0.218 +(epoch: 86, iters: 49140, time: 0.303, data: 0.017) G_GAN: 3.319 G_L1: 2.936 D_real: 0.108 D_fake: 0.130 +(epoch: 86, iters: 49240, time: 0.300, data: 0.021) G_GAN: 4.729 G_L1: 3.991 D_real: 0.042 D_fake: 0.113 +(epoch: 86, iters: 49340, time: 0.289, data: 0.020) G_GAN: 3.702 G_L1: 5.083 D_real: 0.370 D_fake: 0.120 +(epoch: 86, iters: 49440, time: 0.422, data: 0.017) G_GAN: 4.106 G_L1: 5.788 D_real: 0.247 D_fake: 0.050 +(epoch: 86, iters: 49540, time: 0.293, data: 0.019) G_GAN: 4.918 G_L1: 5.378 D_real: 0.056 D_fake: 0.113 +(epoch: 86, iters: 49640, time: 0.284, data: 0.019) G_GAN: 4.510 G_L1: 4.668 D_real: 0.063 D_fake: 0.225 +(epoch: 86, iters: 49740, time: 0.301, data: 0.017) G_GAN: 4.197 G_L1: 3.654 D_real: 0.116 D_fake: 0.098 +(epoch: 86, iters: 49840, time: 0.410, data: 0.021) G_GAN: 3.641 G_L1: 3.468 D_real: 0.068 D_fake: 0.174 +(epoch: 86, iters: 49940, time: 0.293, data: 0.018) G_GAN: 3.766 G_L1: 3.797 D_real: 0.109 D_fake: 0.041 +(epoch: 86, iters: 50040, time: 0.298, data: 0.021) G_GAN: 4.269 G_L1: 4.934 D_real: 0.028 D_fake: 0.108 +(epoch: 86, iters: 50140, time: 0.310, data: 0.018) G_GAN: 5.455 G_L1: 3.526 D_real: 0.008 D_fake: 0.186 +(epoch: 86, iters: 50240, time: 0.426, data: 0.020) G_GAN: 3.356 G_L1: 4.742 D_real: 0.566 D_fake: 0.086 +(epoch: 86, iters: 50340, time: 0.304, data: 0.019) G_GAN: 4.554 G_L1: 3.833 D_real: 0.034 D_fake: 0.204 +(epoch: 86, iters: 50440, time: 0.296, data: 0.022) G_GAN: 5.303 G_L1: 4.323 D_real: 0.095 D_fake: 0.034 +(epoch: 86, iters: 50540, time: 0.295, data: 0.020) G_GAN: 4.711 G_L1: 4.849 D_real: 0.009 D_fake: 0.132 +(epoch: 86, iters: 50640, time: 0.661, data: 0.019) G_GAN: 4.826 G_L1: 3.821 D_real: 0.061 D_fake: 0.026 +(epoch: 86, iters: 50740, time: 0.300, data: 0.018) G_GAN: 5.321 G_L1: 3.312 D_real: 0.039 D_fake: 0.023 +(epoch: 86, iters: 50840, time: 0.298, data: 0.018) G_GAN: 4.266 G_L1: 5.843 D_real: 0.023 D_fake: 0.054 +(epoch: 86, iters: 50940, time: 0.298, data: 0.018) G_GAN: 4.335 G_L1: 3.919 D_real: 0.022 D_fake: 0.292 +(epoch: 86, iters: 51040, time: 0.424, data: 0.020) G_GAN: 4.120 G_L1: 3.752 D_real: 0.175 D_fake: 0.127 +(epoch: 86, iters: 51140, time: 0.304, data: 0.020) G_GAN: 4.901 G_L1: 4.580 D_real: 0.008 D_fake: 0.124 +(epoch: 86, iters: 51240, time: 0.300, data: 0.020) G_GAN: 3.405 G_L1: 4.628 D_real: 0.354 D_fake: 0.034 +(epoch: 86, iters: 51340, time: 0.296, data: 0.018) G_GAN: 3.898 G_L1: 3.037 D_real: 0.182 D_fake: 0.083 +(epoch: 86, iters: 51440, time: 0.407, data: 0.018) G_GAN: 6.017 G_L1: 4.583 D_real: 0.001 D_fake: 0.014 +(epoch: 86, iters: 51540, time: 0.298, data: 0.017) G_GAN: 6.055 G_L1: 2.205 D_real: 0.081 D_fake: 0.008 +(epoch: 86, iters: 51640, time: 0.304, data: 0.019) G_GAN: 3.053 G_L1: 3.604 D_real: 0.151 D_fake: 0.157 +(epoch: 86, iters: 51740, time: 0.302, data: 0.022) G_GAN: 3.280 G_L1: 2.973 D_real: 0.040 D_fake: 0.113 +(epoch: 86, iters: 51840, time: 0.402, data: 0.019) G_GAN: 4.010 G_L1: 2.856 D_real: 0.321 D_fake: 0.039 +(epoch: 86, iters: 51940, time: 0.300, data: 0.018) G_GAN: 4.056 G_L1: 3.544 D_real: 0.024 D_fake: 0.109 +(epoch: 86, iters: 52040, time: 0.290, data: 0.019) G_GAN: 5.713 G_L1: 2.717 D_real: 0.042 D_fake: 0.041 +(epoch: 86, iters: 52140, time: 0.303, data: 0.017) G_GAN: 4.761 G_L1: 4.753 D_real: 0.023 D_fake: 0.069 +(epoch: 86, iters: 52240, time: 0.403, data: 0.021) G_GAN: 3.584 G_L1: 3.023 D_real: 0.600 D_fake: 0.041 +(epoch: 86, iters: 52340, time: 0.300, data: 0.019) G_GAN: 4.826 G_L1: 3.746 D_real: 0.092 D_fake: 0.041 +(epoch: 86, iters: 52440, time: 0.302, data: 0.020) G_GAN: 3.644 G_L1: 4.516 D_real: 0.128 D_fake: 0.051 +(epoch: 86, iters: 52540, time: 0.304, data: 0.019) G_GAN: 3.944 G_L1: 4.023 D_real: 0.016 D_fake: 0.194 +(epoch: 86, iters: 52640, time: 0.615, data: 0.020) G_GAN: 4.536 G_L1: 3.775 D_real: 0.016 D_fake: 0.198 +(epoch: 86, iters: 52740, time: 0.300, data: 0.017) G_GAN: 3.358 G_L1: 3.387 D_real: 0.386 D_fake: 0.059 +(epoch: 86, iters: 52840, time: 0.298, data: 0.018) G_GAN: 4.510 G_L1: 3.890 D_real: 0.011 D_fake: 0.030 +(epoch: 86, iters: 52940, time: 0.295, data: 0.021) G_GAN: 4.487 G_L1: 4.414 D_real: 0.011 D_fake: 0.055 +(epoch: 86, iters: 53040, time: 0.401, data: 0.018) G_GAN: 2.875 G_L1: 2.906 D_real: 0.279 D_fake: 0.153 +(epoch: 86, iters: 53140, time: 0.300, data: 0.018) G_GAN: 5.574 G_L1: 4.305 D_real: 0.009 D_fake: 0.097 +(epoch: 86, iters: 53240, time: 0.304, data: 0.019) G_GAN: 2.904 G_L1: 3.679 D_real: 0.274 D_fake: 0.169 +(epoch: 86, iters: 53340, time: 0.297, data: 0.022) G_GAN: 3.715 G_L1: 4.298 D_real: 0.149 D_fake: 0.062 +(epoch: 86, iters: 53440, time: 0.418, data: 0.020) G_GAN: 4.198 G_L1: 5.003 D_real: 0.556 D_fake: 0.028 +(epoch: 86, iters: 53540, time: 0.282, data: 0.020) G_GAN: 2.536 G_L1: 2.968 D_real: 0.322 D_fake: 0.346 +(epoch: 86, iters: 53640, time: 0.296, data: 0.017) G_GAN: 3.406 G_L1: 4.489 D_real: 0.228 D_fake: 0.126 +(epoch: 86, iters: 53740, time: 0.298, data: 0.019) G_GAN: 4.422 G_L1: 5.678 D_real: 0.064 D_fake: 0.062 +(epoch: 86, iters: 53840, time: 0.381, data: 0.019) G_GAN: 3.067 G_L1: 2.394 D_real: 0.190 D_fake: 0.149 +(epoch: 86, iters: 53940, time: 0.299, data: 0.019) G_GAN: 3.610 G_L1: 2.539 D_real: 0.073 D_fake: 0.094 +(epoch: 86, iters: 54040, time: 0.288, data: 0.020) G_GAN: 3.679 G_L1: 2.256 D_real: 0.059 D_fake: 0.079 +(epoch: 86, iters: 54140, time: 0.299, data: 0.017) G_GAN: 4.464 G_L1: 4.165 D_real: 0.015 D_fake: 0.078 +(epoch: 86, iters: 54240, time: 0.414, data: 0.019) G_GAN: 4.038 G_L1: 3.743 D_real: 0.020 D_fake: 0.049 +(epoch: 86, iters: 54340, time: 0.299, data: 0.019) G_GAN: 6.089 G_L1: 5.145 D_real: 0.076 D_fake: 0.016 +(epoch: 86, iters: 54440, time: 0.304, data: 0.019) G_GAN: 5.013 G_L1: 3.157 D_real: 0.075 D_fake: 0.024 +(epoch: 86, iters: 54540, time: 0.292, data: 0.019) G_GAN: 5.807 G_L1: 6.256 D_real: 0.131 D_fake: 0.042 +(epoch: 86, iters: 54640, time: 0.544, data: 0.019) G_GAN: 9.386 G_L1: 3.683 D_real: 0.085 D_fake: 0.033 +(epoch: 86, iters: 54740, time: 0.297, data: 0.018) G_GAN: 3.815 G_L1: 3.694 D_real: 0.094 D_fake: 0.089 +(epoch: 86, iters: 54840, time: 0.304, data: 0.020) G_GAN: 4.083 G_L1: 4.435 D_real: 0.265 D_fake: 0.077 +(epoch: 86, iters: 54940, time: 0.301, data: 0.019) G_GAN: 4.701 G_L1: 4.641 D_real: 0.020 D_fake: 0.042 +(epoch: 86, iters: 55040, time: 0.419, data: 0.019) G_GAN: 3.667 G_L1: 3.801 D_real: 0.266 D_fake: 0.064 +(epoch: 86, iters: 55140, time: 0.304, data: 0.019) G_GAN: 3.754 G_L1: 4.603 D_real: 0.589 D_fake: 0.073 +(epoch: 86, iters: 55240, time: 0.293, data: 0.019) G_GAN: 3.138 G_L1: 1.731 D_real: 0.072 D_fake: 0.267 +(epoch: 86, iters: 55340, time: 0.303, data: 0.018) G_GAN: 4.124 G_L1: 5.738 D_real: 0.012 D_fake: 0.223 +(epoch: 86, iters: 55440, time: 0.406, data: 0.019) G_GAN: 3.270 G_L1: 3.290 D_real: 0.647 D_fake: 0.317 +(epoch: 86, iters: 55540, time: 0.302, data: 0.020) G_GAN: 2.765 G_L1: 3.674 D_real: 0.036 D_fake: 0.185 +(epoch: 86, iters: 55640, time: 0.306, data: 0.020) G_GAN: 3.352 G_L1: 3.562 D_real: 0.055 D_fake: 0.083 +(epoch: 86, iters: 55740, time: 0.302, data: 0.019) G_GAN: 3.590 G_L1: 3.951 D_real: 0.207 D_fake: 0.050 +(epoch: 86, iters: 55840, time: 0.425, data: 0.019) G_GAN: 3.384 G_L1: 2.725 D_real: 0.390 D_fake: 0.070 +(epoch: 86, iters: 55940, time: 0.301, data: 0.019) G_GAN: 4.604 G_L1: 3.806 D_real: 0.084 D_fake: 0.268 +(epoch: 86, iters: 56040, time: 0.296, data: 0.019) G_GAN: 4.988 G_L1: 2.540 D_real: 0.114 D_fake: 0.100 +(epoch: 86, iters: 56140, time: 0.311, data: 0.020) G_GAN: 3.803 G_L1: 3.479 D_real: 0.609 D_fake: 0.088 +(epoch: 86, iters: 56240, time: 0.413, data: 0.022) G_GAN: 4.144 G_L1: 7.133 D_real: 0.153 D_fake: 0.290 +(epoch: 86, iters: 56340, time: 0.297, data: 0.019) G_GAN: 3.524 G_L1: 3.608 D_real: 0.401 D_fake: 0.062 +(epoch: 86, iters: 56440, time: 0.302, data: 0.020) G_GAN: 6.100 G_L1: 9.745 D_real: 0.003 D_fake: 0.016 +(epoch: 86, iters: 56540, time: 0.301, data: 0.020) G_GAN: 4.651 G_L1: 4.524 D_real: 0.050 D_fake: 0.194 +(epoch: 86, iters: 56640, time: 0.579, data: 0.021) G_GAN: 5.445 G_L1: 4.094 D_real: 0.190 D_fake: 0.169 +(epoch: 86, iters: 56740, time: 0.295, data: 0.019) G_GAN: 3.790 G_L1: 4.070 D_real: 0.022 D_fake: 0.083 +(epoch: 86, iters: 56840, time: 0.299, data: 0.018) G_GAN: 4.670 G_L1: 3.561 D_real: 0.159 D_fake: 0.042 +(epoch: 86, iters: 56940, time: 0.301, data: 0.019) G_GAN: 4.557 G_L1: 3.940 D_real: 0.551 D_fake: 0.019 +(epoch: 86, iters: 57040, time: 0.391, data: 0.021) G_GAN: 4.088 G_L1: 2.544 D_real: 0.097 D_fake: 0.203 +(epoch: 86, iters: 57140, time: 0.300, data: 0.019) G_GAN: 4.265 G_L1: 4.282 D_real: 0.022 D_fake: 0.199 +(epoch: 86, iters: 57240, time: 0.293, data: 0.020) G_GAN: 3.341 G_L1: 5.275 D_real: 0.051 D_fake: 0.271 +(epoch: 86, iters: 57340, time: 0.303, data: 0.019) G_GAN: 3.872 G_L1: 3.086 D_real: 0.041 D_fake: 0.093 +(epoch: 86, iters: 57440, time: 0.402, data: 0.019) G_GAN: 3.931 G_L1: 3.038 D_real: 0.021 D_fake: 0.120 +(epoch: 86, iters: 57540, time: 0.295, data: 0.021) G_GAN: 4.413 G_L1: 5.012 D_real: 0.047 D_fake: 0.062 +(epoch: 86, iters: 57640, time: 0.289, data: 0.019) G_GAN: 4.059 G_L1: 3.988 D_real: 0.051 D_fake: 0.086 +(epoch: 86, iters: 57740, time: 0.296, data: 0.019) G_GAN: 5.895 G_L1: 4.253 D_real: 0.009 D_fake: 0.014 +(epoch: 86, iters: 57840, time: 0.412, data: 0.018) G_GAN: 5.062 G_L1: 5.100 D_real: 0.055 D_fake: 0.046 +(epoch: 86, iters: 57940, time: 0.302, data: 0.018) G_GAN: 4.101 G_L1: 4.328 D_real: 0.051 D_fake: 0.230 +(epoch: 86, iters: 58040, time: 0.304, data: 0.019) G_GAN: 3.637 G_L1: 3.115 D_real: 0.057 D_fake: 0.180 +(epoch: 86, iters: 58140, time: 0.303, data: 0.020) G_GAN: 4.100 G_L1: 4.833 D_real: 0.023 D_fake: 0.095 +(epoch: 86, iters: 58240, time: 0.424, data: 0.020) G_GAN: 3.911 G_L1: 5.591 D_real: 0.308 D_fake: 0.050 +(epoch: 86, iters: 58340, time: 0.286, data: 0.019) G_GAN: 3.611 G_L1: 2.872 D_real: 0.064 D_fake: 0.091 +(epoch: 86, iters: 58440, time: 0.296, data: 0.018) G_GAN: 4.335 G_L1: 3.898 D_real: 0.191 D_fake: 0.097 +(epoch: 86, iters: 58540, time: 0.293, data: 0.020) G_GAN: 5.690 G_L1: 2.959 D_real: 0.227 D_fake: 0.018 +(epoch: 86, iters: 58640, time: 0.586, data: 0.021) G_GAN: 3.810 G_L1: 4.650 D_real: 0.064 D_fake: 0.104 +(epoch: 86, iters: 58740, time: 0.296, data: 0.019) G_GAN: 6.561 G_L1: 3.341 D_real: 0.157 D_fake: 0.004 +(epoch: 86, iters: 58840, time: 0.296, data: 0.020) G_GAN: 3.905 G_L1: 5.077 D_real: 0.037 D_fake: 0.065 +(epoch: 86, iters: 58940, time: 0.301, data: 0.019) G_GAN: 4.418 G_L1: 8.269 D_real: 0.015 D_fake: 0.066 +(epoch: 86, iters: 59040, time: 0.404, data: 0.020) G_GAN: 5.990 G_L1: 4.469 D_real: 0.073 D_fake: 0.019 +(epoch: 86, iters: 59140, time: 0.302, data: 0.019) G_GAN: 5.659 G_L1: 2.074 D_real: 0.010 D_fake: 0.017 +(epoch: 86, iters: 59240, time: 0.302, data: 0.019) G_GAN: 4.302 G_L1: 3.728 D_real: 0.020 D_fake: 0.073 +(epoch: 86, iters: 59340, time: 0.303, data: 0.021) G_GAN: 4.757 G_L1: 3.428 D_real: 0.063 D_fake: 0.036 +(epoch: 86, iters: 59440, time: 0.407, data: 0.019) G_GAN: 5.511 G_L1: 3.539 D_real: 0.354 D_fake: 0.008 +(epoch: 86, iters: 59540, time: 0.304, data: 0.020) G_GAN: 6.036 G_L1: 4.891 D_real: 0.071 D_fake: 0.008 +(epoch: 86, iters: 59640, time: 0.285, data: 0.020) G_GAN: 5.566 G_L1: 8.398 D_real: 0.002 D_fake: 0.052 +(epoch: 86, iters: 59740, time: 0.300, data: 0.018) G_GAN: 5.437 G_L1: 4.321 D_real: 0.023 D_fake: 0.027 +(epoch: 86, iters: 59840, time: 0.424, data: 0.018) G_GAN: 7.445 G_L1: 4.168 D_real: 0.046 D_fake: 0.023 +(epoch: 86, iters: 59940, time: 0.306, data: 0.020) G_GAN: 3.463 G_L1: 2.465 D_real: 0.024 D_fake: 0.326 +(epoch: 87, iters: 24, time: 0.294, data: 0.019) G_GAN: 4.364 G_L1: 4.406 D_real: 0.527 D_fake: 0.022 +(epoch: 87, iters: 124, time: 0.306, data: 0.018) G_GAN: 4.846 G_L1: 3.984 D_real: 0.203 D_fake: 0.043 +(epoch: 87, iters: 224, time: 0.636, data: 0.020) G_GAN: 4.166 G_L1: 3.632 D_real: 0.199 D_fake: 0.040 +(epoch: 87, iters: 324, time: 0.292, data: 0.023) G_GAN: 4.766 G_L1: 5.361 D_real: 0.046 D_fake: 0.188 +(epoch: 87, iters: 424, time: 0.285, data: 0.020) G_GAN: 3.611 G_L1: 6.421 D_real: 0.083 D_fake: 0.147 +(epoch: 87, iters: 524, time: 0.303, data: 0.019) G_GAN: 5.654 G_L1: 3.886 D_real: 0.029 D_fake: 0.025 +(epoch: 87, iters: 624, time: 0.600, data: 0.020) G_GAN: 3.675 G_L1: 3.385 D_real: 0.092 D_fake: 0.097 +(epoch: 87, iters: 724, time: 0.302, data: 0.020) G_GAN: 4.194 G_L1: 3.609 D_real: 0.095 D_fake: 0.060 +(epoch: 87, iters: 824, time: 0.305, data: 0.019) G_GAN: 4.776 G_L1: 4.119 D_real: 0.031 D_fake: 0.036 +(epoch: 87, iters: 924, time: 0.302, data: 0.021) G_GAN: 4.833 G_L1: 3.835 D_real: 0.041 D_fake: 0.042 +(epoch: 87, iters: 1024, time: 0.424, data: 0.020) G_GAN: 7.731 G_L1: 6.332 D_real: 0.041 D_fake: 0.010 +(epoch: 87, iters: 1124, time: 0.288, data: 0.018) G_GAN: 6.491 G_L1: 4.378 D_real: 0.007 D_fake: 0.078 +(epoch: 87, iters: 1224, time: 0.303, data: 0.020) G_GAN: 3.950 G_L1: 3.224 D_real: 0.075 D_fake: 0.060 +(epoch: 87, iters: 1324, time: 0.299, data: 0.022) G_GAN: 4.599 G_L1: 4.130 D_real: 0.119 D_fake: 0.055 +(epoch: 87, iters: 1424, time: 0.415, data: 0.023) G_GAN: 4.734 G_L1: 4.434 D_real: 0.000 D_fake: 0.063 +(epoch: 87, iters: 1524, time: 0.302, data: 0.024) G_GAN: 3.415 G_L1: 3.358 D_real: 0.026 D_fake: 0.436 +(epoch: 87, iters: 1624, time: 0.297, data: 0.020) G_GAN: 4.120 G_L1: 4.289 D_real: 0.019 D_fake: 0.051 +(epoch: 87, iters: 1724, time: 0.303, data: 0.020) G_GAN: 4.577 G_L1: 3.748 D_real: 0.184 D_fake: 0.042 +(epoch: 87, iters: 1824, time: 0.424, data: 0.020) G_GAN: 5.085 G_L1: 5.278 D_real: 0.094 D_fake: 0.062 +(epoch: 87, iters: 1924, time: 0.296, data: 0.020) G_GAN: 4.115 G_L1: 3.291 D_real: 0.051 D_fake: 0.205 +(epoch: 87, iters: 2024, time: 0.303, data: 0.019) G_GAN: 4.215 G_L1: 4.004 D_real: 0.073 D_fake: 0.082 +(epoch: 87, iters: 2124, time: 0.300, data: 0.020) G_GAN: 3.638 G_L1: 3.522 D_real: 0.005 D_fake: 0.132 +(epoch: 87, iters: 2224, time: 0.420, data: 0.020) G_GAN: 5.980 G_L1: 4.464 D_real: 0.004 D_fake: 0.084 +(epoch: 87, iters: 2324, time: 0.308, data: 0.020) G_GAN: 3.454 G_L1: 6.286 D_real: 0.070 D_fake: 0.159 +(epoch: 87, iters: 2424, time: 0.302, data: 0.020) G_GAN: 5.443 G_L1: 7.182 D_real: 0.006 D_fake: 0.024 +(epoch: 87, iters: 2524, time: 0.302, data: 0.020) G_GAN: 4.487 G_L1: 2.932 D_real: 0.019 D_fake: 0.029 +(epoch: 87, iters: 2624, time: 0.624, data: 0.021) G_GAN: 4.706 G_L1: 2.910 D_real: 0.003 D_fake: 0.237 +(epoch: 87, iters: 2724, time: 0.301, data: 0.019) G_GAN: 5.715 G_L1: 5.474 D_real: 0.044 D_fake: 0.017 +(epoch: 87, iters: 2824, time: 0.298, data: 0.020) G_GAN: 2.973 G_L1: 2.460 D_real: 0.682 D_fake: 0.042 +(epoch: 87, iters: 2924, time: 0.303, data: 0.020) G_GAN: 7.458 G_L1: 6.864 D_real: 0.432 D_fake: 0.033 +(epoch: 87, iters: 3024, time: 0.413, data: 0.021) G_GAN: 4.184 G_L1: 3.465 D_real: 0.245 D_fake: 0.033 +(epoch: 87, iters: 3124, time: 0.290, data: 0.019) G_GAN: 3.927 G_L1: 4.062 D_real: 0.042 D_fake: 0.245 +(epoch: 87, iters: 3224, time: 0.308, data: 0.018) G_GAN: 3.555 G_L1: 3.628 D_real: 0.436 D_fake: 0.122 +(epoch: 87, iters: 3324, time: 0.306, data: 0.022) G_GAN: 5.403 G_L1: 4.043 D_real: 0.028 D_fake: 0.014 +(epoch: 87, iters: 3424, time: 0.376, data: 0.022) G_GAN: 2.761 G_L1: 2.998 D_real: 0.055 D_fake: 0.196 +(epoch: 87, iters: 3524, time: 0.304, data: 0.019) G_GAN: 4.259 G_L1: 4.098 D_real: 0.003 D_fake: 0.145 +(epoch: 87, iters: 3624, time: 0.300, data: 0.020) G_GAN: 5.232 G_L1: 7.535 D_real: 0.058 D_fake: 0.021 +(epoch: 87, iters: 3724, time: 0.305, data: 0.019) G_GAN: 5.153 G_L1: 4.202 D_real: 0.006 D_fake: 0.153 +(epoch: 87, iters: 3824, time: 0.419, data: 0.019) G_GAN: 3.438 G_L1: 3.511 D_real: 0.038 D_fake: 0.154 +(epoch: 87, iters: 3924, time: 0.300, data: 0.020) G_GAN: 3.817 G_L1: 4.215 D_real: 0.011 D_fake: 0.080 +(epoch: 87, iters: 4024, time: 0.292, data: 0.018) G_GAN: 3.758 G_L1: 3.978 D_real: 0.008 D_fake: 0.261 +(epoch: 87, iters: 4124, time: 0.296, data: 0.019) G_GAN: 3.824 G_L1: 3.495 D_real: 0.121 D_fake: 0.057 +(epoch: 87, iters: 4224, time: 0.416, data: 0.019) G_GAN: 5.342 G_L1: 4.072 D_real: 0.020 D_fake: 0.035 +(epoch: 87, iters: 4324, time: 0.299, data: 0.019) G_GAN: 3.432 G_L1: 2.768 D_real: 0.116 D_fake: 0.084 +(epoch: 87, iters: 4424, time: 0.296, data: 0.019) G_GAN: 6.310 G_L1: 6.025 D_real: 0.215 D_fake: 0.019 +(epoch: 87, iters: 4524, time: 0.285, data: 0.019) G_GAN: 5.200 G_L1: 5.271 D_real: 0.207 D_fake: 0.034 +(epoch: 87, iters: 4624, time: 0.620, data: 0.018) G_GAN: 3.894 G_L1: 3.939 D_real: 0.288 D_fake: 0.033 +(epoch: 87, iters: 4724, time: 0.304, data: 0.018) G_GAN: 3.945 G_L1: 4.501 D_real: 0.097 D_fake: 0.466 +(epoch: 87, iters: 4824, time: 0.297, data: 0.019) G_GAN: 4.225 G_L1: 3.722 D_real: 0.054 D_fake: 0.076 +(epoch: 87, iters: 4924, time: 0.299, data: 0.018) G_GAN: 3.615 G_L1: 3.334 D_real: 0.101 D_fake: 0.158 +(epoch: 87, iters: 5024, time: 0.423, data: 0.018) G_GAN: 3.540 G_L1: 3.841 D_real: 0.012 D_fake: 0.146 +(epoch: 87, iters: 5124, time: 0.289, data: 0.018) G_GAN: 5.035 G_L1: 5.405 D_real: 0.262 D_fake: 0.048 +(epoch: 87, iters: 5224, time: 0.300, data: 0.017) G_GAN: 4.594 G_L1: 3.310 D_real: 0.026 D_fake: 0.034 +(epoch: 87, iters: 5324, time: 0.301, data: 0.018) G_GAN: 4.764 G_L1: 4.026 D_real: 0.048 D_fake: 0.107 +(epoch: 87, iters: 5424, time: 0.385, data: 0.019) G_GAN: 4.439 G_L1: 3.384 D_real: 0.061 D_fake: 0.162 +(epoch: 87, iters: 5524, time: 0.299, data: 0.017) G_GAN: 3.403 G_L1: 3.571 D_real: 0.069 D_fake: 0.114 +(epoch: 87, iters: 5624, time: 0.305, data: 0.017) G_GAN: 4.218 G_L1: 3.515 D_real: 0.012 D_fake: 0.064 +(epoch: 87, iters: 5724, time: 0.309, data: 0.020) G_GAN: 2.850 G_L1: 3.207 D_real: 0.131 D_fake: 0.166 +(epoch: 87, iters: 5824, time: 0.422, data: 0.018) G_GAN: 4.435 G_L1: 2.825 D_real: 0.026 D_fake: 0.226 +(epoch: 87, iters: 5924, time: 0.301, data: 0.021) G_GAN: 3.864 G_L1: 4.898 D_real: 0.033 D_fake: 0.157 +(epoch: 87, iters: 6024, time: 0.297, data: 0.020) G_GAN: 4.140 G_L1: 5.145 D_real: 0.195 D_fake: 0.084 +(epoch: 87, iters: 6124, time: 0.303, data: 0.020) G_GAN: 4.275 G_L1: 2.400 D_real: 0.029 D_fake: 0.159 +(epoch: 87, iters: 6224, time: 0.410, data: 0.019) G_GAN: 5.991 G_L1: 3.663 D_real: 0.029 D_fake: 0.010 +(epoch: 87, iters: 6324, time: 0.288, data: 0.018) G_GAN: 5.206 G_L1: 6.323 D_real: 0.062 D_fake: 0.119 +(epoch: 87, iters: 6424, time: 0.302, data: 0.017) G_GAN: 4.157 G_L1: 3.423 D_real: 0.058 D_fake: 0.115 +(epoch: 87, iters: 6524, time: 0.298, data: 0.018) G_GAN: 4.016 G_L1: 3.839 D_real: 0.023 D_fake: 0.101 +(epoch: 87, iters: 6624, time: 0.594, data: 0.018) G_GAN: 5.219 G_L1: 4.949 D_real: 0.103 D_fake: 0.008 +(epoch: 87, iters: 6724, time: 0.290, data: 0.017) G_GAN: 3.765 G_L1: 3.399 D_real: 0.088 D_fake: 0.075 +(epoch: 87, iters: 6824, time: 0.308, data: 0.018) G_GAN: 5.490 G_L1: 4.073 D_real: 0.006 D_fake: 0.065 +(epoch: 87, iters: 6924, time: 0.295, data: 0.020) G_GAN: 3.774 G_L1: 2.847 D_real: 0.245 D_fake: 0.044 +(epoch: 87, iters: 7024, time: 0.418, data: 0.018) G_GAN: 5.482 G_L1: 2.926 D_real: 0.039 D_fake: 0.088 +(epoch: 87, iters: 7124, time: 0.295, data: 0.018) G_GAN: 4.858 G_L1: 3.520 D_real: 0.071 D_fake: 0.054 +(epoch: 87, iters: 7224, time: 0.298, data: 0.019) G_GAN: 4.762 G_L1: 3.619 D_real: 0.028 D_fake: 0.045 +(epoch: 87, iters: 7324, time: 0.298, data: 0.019) G_GAN: 3.668 G_L1: 2.882 D_real: 0.231 D_fake: 0.043 +(epoch: 87, iters: 7424, time: 0.375, data: 0.018) G_GAN: 3.721 G_L1: 4.955 D_real: 0.514 D_fake: 0.034 +(epoch: 87, iters: 7524, time: 0.292, data: 0.018) G_GAN: 3.802 G_L1: 3.342 D_real: 0.120 D_fake: 0.072 +(epoch: 87, iters: 7624, time: 0.303, data: 0.017) G_GAN: 3.315 G_L1: 4.204 D_real: 0.144 D_fake: 0.130 +(epoch: 87, iters: 7724, time: 0.293, data: 0.022) G_GAN: 5.060 G_L1: 5.597 D_real: 0.023 D_fake: 0.154 +(epoch: 87, iters: 7824, time: 0.408, data: 0.020) G_GAN: 4.059 G_L1: 4.359 D_real: 0.009 D_fake: 0.066 +(epoch: 87, iters: 7924, time: 0.290, data: 0.019) G_GAN: 4.968 G_L1: 3.920 D_real: 0.013 D_fake: 0.233 +(epoch: 87, iters: 8024, time: 0.291, data: 0.019) G_GAN: 3.846 G_L1: 3.421 D_real: 0.264 D_fake: 0.028 +(epoch: 87, iters: 8124, time: 0.303, data: 0.017) G_GAN: 5.480 G_L1: 6.128 D_real: 0.020 D_fake: 0.036 +(epoch: 87, iters: 8224, time: 0.409, data: 0.019) G_GAN: 4.264 G_L1: 3.389 D_real: 0.133 D_fake: 0.050 +(epoch: 87, iters: 8324, time: 0.285, data: 0.018) G_GAN: 5.757 G_L1: 4.827 D_real: 0.013 D_fake: 0.014 +(epoch: 87, iters: 8424, time: 0.299, data: 0.018) G_GAN: 3.559 G_L1: 2.587 D_real: 0.084 D_fake: 0.074 +(epoch: 87, iters: 8524, time: 0.289, data: 0.019) G_GAN: 3.649 G_L1: 3.272 D_real: 0.135 D_fake: 0.130 +(epoch: 87, iters: 8624, time: 0.627, data: 0.018) G_GAN: 4.585 G_L1: 2.670 D_real: 0.248 D_fake: 0.018 +(epoch: 87, iters: 8724, time: 0.301, data: 0.019) G_GAN: 4.913 G_L1: 3.590 D_real: 0.006 D_fake: 0.129 +(epoch: 87, iters: 8824, time: 0.294, data: 0.019) G_GAN: 3.015 G_L1: 3.034 D_real: 0.635 D_fake: 0.047 +(epoch: 87, iters: 8924, time: 0.297, data: 0.017) G_GAN: 4.429 G_L1: 3.128 D_real: 0.206 D_fake: 0.245 +(epoch: 87, iters: 9024, time: 0.412, data: 0.018) G_GAN: 3.177 G_L1: 2.157 D_real: 0.099 D_fake: 0.127 +(epoch: 87, iters: 9124, time: 0.281, data: 0.018) G_GAN: 3.798 G_L1: 3.045 D_real: 0.058 D_fake: 0.060 +(epoch: 87, iters: 9224, time: 0.303, data: 0.015) G_GAN: 4.694 G_L1: 2.607 D_real: 0.002 D_fake: 0.035 +(epoch: 87, iters: 9324, time: 0.290, data: 0.020) G_GAN: 3.978 G_L1: 3.908 D_real: 0.039 D_fake: 0.241 +(epoch: 87, iters: 9424, time: 0.418, data: 0.019) G_GAN: 4.655 G_L1: 4.273 D_real: 0.018 D_fake: 0.032 +(epoch: 87, iters: 9524, time: 0.303, data: 0.018) G_GAN: 4.334 G_L1: 3.475 D_real: 0.062 D_fake: 0.094 +(epoch: 87, iters: 9624, time: 0.294, data: 0.020) G_GAN: 6.980 G_L1: 4.763 D_real: 0.075 D_fake: 0.004 +(epoch: 87, iters: 9724, time: 0.295, data: 0.021) G_GAN: 4.806 G_L1: 4.132 D_real: 0.367 D_fake: 0.015 +(epoch: 87, iters: 9824, time: 0.406, data: 0.018) G_GAN: 4.092 G_L1: 6.384 D_real: 0.506 D_fake: 0.524 +(epoch: 87, iters: 9924, time: 0.300, data: 0.018) G_GAN: 3.750 G_L1: 5.621 D_real: 0.090 D_fake: 0.242 +(epoch: 87, iters: 10024, time: 0.284, data: 0.022) G_GAN: 5.977 G_L1: 2.722 D_real: 0.650 D_fake: 0.005 +(epoch: 87, iters: 10124, time: 0.283, data: 0.016) G_GAN: 3.751 G_L1: 3.332 D_real: 0.000 D_fake: 0.136 +(epoch: 87, iters: 10224, time: 0.406, data: 0.017) G_GAN: 3.015 G_L1: 3.138 D_real: 0.548 D_fake: 0.087 +(epoch: 87, iters: 10324, time: 0.295, data: 0.016) G_GAN: 4.842 G_L1: 3.959 D_real: 0.141 D_fake: 0.018 +(epoch: 87, iters: 10424, time: 0.295, data: 0.022) G_GAN: 5.017 G_L1: 5.396 D_real: 0.007 D_fake: 0.057 +(epoch: 87, iters: 10524, time: 0.283, data: 0.018) G_GAN: 4.561 G_L1: 4.776 D_real: 0.412 D_fake: 0.018 +(epoch: 87, iters: 10624, time: 0.606, data: 0.018) G_GAN: 4.757 G_L1: 4.320 D_real: 0.048 D_fake: 0.029 +(epoch: 87, iters: 10724, time: 0.303, data: 0.018) G_GAN: 4.812 G_L1: 5.121 D_real: 0.446 D_fake: 0.094 +(epoch: 87, iters: 10824, time: 0.306, data: 0.019) G_GAN: 2.977 G_L1: 3.133 D_real: 0.010 D_fake: 0.165 +(epoch: 87, iters: 10924, time: 0.273, data: 0.020) G_GAN: 2.874 G_L1: 3.554 D_real: 0.206 D_fake: 0.130 +(epoch: 87, iters: 11024, time: 0.413, data: 0.016) G_GAN: 4.361 G_L1: 3.318 D_real: 0.003 D_fake: 0.213 +(epoch: 87, iters: 11124, time: 0.296, data: 0.019) G_GAN: 3.922 G_L1: 3.354 D_real: 0.053 D_fake: 0.045 +(epoch: 87, iters: 11224, time: 0.277, data: 0.017) G_GAN: 3.488 G_L1: 2.311 D_real: 0.028 D_fake: 0.152 +(epoch: 87, iters: 11324, time: 0.294, data: 0.016) G_GAN: 3.928 G_L1: 3.534 D_real: 0.036 D_fake: 0.197 +(epoch: 87, iters: 11424, time: 0.383, data: 0.018) G_GAN: 2.712 G_L1: 3.466 D_real: 0.183 D_fake: 0.197 +(epoch: 87, iters: 11524, time: 0.302, data: 0.019) G_GAN: 4.538 G_L1: 2.656 D_real: 0.230 D_fake: 0.022 +(epoch: 87, iters: 11624, time: 0.287, data: 0.018) G_GAN: 3.535 G_L1: 3.281 D_real: 0.080 D_fake: 0.145 +(epoch: 87, iters: 11724, time: 0.312, data: 0.018) G_GAN: 4.963 G_L1: 3.587 D_real: 0.009 D_fake: 0.045 +(epoch: 87, iters: 11824, time: 0.407, data: 0.022) G_GAN: 4.256 G_L1: 5.328 D_real: 0.034 D_fake: 0.031 +(epoch: 87, iters: 11924, time: 0.293, data: 0.020) G_GAN: 4.077 G_L1: 3.527 D_real: 0.492 D_fake: 0.023 +(epoch: 87, iters: 12024, time: 0.274, data: 0.020) G_GAN: 5.510 G_L1: 5.803 D_real: 0.087 D_fake: 0.272 +(epoch: 87, iters: 12124, time: 0.281, data: 0.018) G_GAN: 5.767 G_L1: 4.160 D_real: 0.010 D_fake: 0.019 +(epoch: 87, iters: 12224, time: 0.398, data: 0.019) G_GAN: 4.592 G_L1: 3.766 D_real: 0.002 D_fake: 0.048 +(epoch: 87, iters: 12324, time: 0.282, data: 0.018) G_GAN: 7.420 G_L1: 4.672 D_real: 0.002 D_fake: 0.002 +(epoch: 87, iters: 12424, time: 0.284, data: 0.017) G_GAN: 4.293 G_L1: 3.848 D_real: 0.061 D_fake: 0.105 +(epoch: 87, iters: 12524, time: 0.282, data: 0.018) G_GAN: 3.868 G_L1: 3.577 D_real: 0.094 D_fake: 0.346 +(epoch: 87, iters: 12624, time: 0.544, data: 0.016) G_GAN: 3.277 G_L1: 4.036 D_real: 0.178 D_fake: 0.090 +(epoch: 87, iters: 12724, time: 0.276, data: 0.015) G_GAN: 3.143 G_L1: 3.402 D_real: 0.065 D_fake: 0.178 +(epoch: 87, iters: 12824, time: 0.266, data: 0.016) G_GAN: 5.247 G_L1: 5.530 D_real: 0.004 D_fake: 0.043 +(epoch: 87, iters: 12924, time: 0.290, data: 0.017) G_GAN: 4.385 G_L1: 3.207 D_real: 0.014 D_fake: 0.167 +(epoch: 87, iters: 13024, time: 0.382, data: 0.018) G_GAN: 3.698 G_L1: 3.397 D_real: 0.054 D_fake: 0.139 +(epoch: 87, iters: 13124, time: 0.302, data: 0.017) G_GAN: 3.847 G_L1: 4.045 D_real: 0.126 D_fake: 0.073 +(epoch: 87, iters: 13224, time: 0.293, data: 0.021) G_GAN: 4.562 G_L1: 3.721 D_real: 0.011 D_fake: 0.069 +(epoch: 87, iters: 13324, time: 0.290, data: 0.018) G_GAN: 3.879 G_L1: 3.321 D_real: 0.312 D_fake: 0.053 +(epoch: 87, iters: 13424, time: 0.389, data: 0.018) G_GAN: 4.650 G_L1: 3.734 D_real: 0.611 D_fake: 0.014 +(epoch: 87, iters: 13524, time: 0.295, data: 0.016) G_GAN: 5.176 G_L1: 3.230 D_real: 0.186 D_fake: 0.020 +(epoch: 87, iters: 13624, time: 0.297, data: 0.019) G_GAN: 5.372 G_L1: 3.162 D_real: 0.095 D_fake: 0.015 +(epoch: 87, iters: 13724, time: 0.298, data: 0.018) G_GAN: 4.531 G_L1: 4.793 D_real: 0.288 D_fake: 0.049 +(epoch: 87, iters: 13824, time: 0.384, data: 0.019) G_GAN: 4.384 G_L1: 3.552 D_real: 0.169 D_fake: 0.073 +(epoch: 87, iters: 13924, time: 0.297, data: 0.018) G_GAN: 3.938 G_L1: 3.478 D_real: 0.283 D_fake: 0.029 +(epoch: 87, iters: 14024, time: 0.303, data: 0.021) G_GAN: 3.935 G_L1: 11.471 D_real: 0.132 D_fake: 0.054 +(epoch: 87, iters: 14124, time: 0.299, data: 0.019) G_GAN: 3.901 G_L1: 2.146 D_real: 0.287 D_fake: 0.032 +(epoch: 87, iters: 14224, time: 0.374, data: 0.020) G_GAN: 3.928 G_L1: 2.557 D_real: 0.065 D_fake: 0.112 +(epoch: 87, iters: 14324, time: 0.304, data: 0.019) G_GAN: 3.293 G_L1: 3.051 D_real: 0.026 D_fake: 0.367 +(epoch: 87, iters: 14424, time: 0.300, data: 0.020) G_GAN: 3.911 G_L1: 3.097 D_real: 0.176 D_fake: 0.037 +(epoch: 87, iters: 14524, time: 0.298, data: 0.021) G_GAN: 3.585 G_L1: 4.357 D_real: 0.007 D_fake: 0.472 +(epoch: 87, iters: 14624, time: 0.597, data: 0.018) G_GAN: 4.418 G_L1: 3.697 D_real: 0.021 D_fake: 0.079 +(epoch: 87, iters: 14724, time: 0.291, data: 0.018) G_GAN: 3.830 G_L1: 4.874 D_real: 0.040 D_fake: 0.144 +(epoch: 87, iters: 14824, time: 0.306, data: 0.018) G_GAN: 3.541 G_L1: 3.680 D_real: 0.173 D_fake: 0.099 +(epoch: 87, iters: 14924, time: 0.283, data: 0.020) G_GAN: 3.396 G_L1: 3.483 D_real: 0.036 D_fake: 0.422 +(epoch: 87, iters: 15024, time: 0.410, data: 0.018) G_GAN: 3.857 G_L1: 4.192 D_real: 0.040 D_fake: 0.214 +(epoch: 87, iters: 15124, time: 0.300, data: 0.019) G_GAN: 5.031 G_L1: 3.679 D_real: 0.252 D_fake: 0.106 +(epoch: 87, iters: 15224, time: 0.290, data: 0.018) G_GAN: 2.725 G_L1: 3.272 D_real: 0.109 D_fake: 0.483 +(epoch: 87, iters: 15324, time: 0.288, data: 0.023) G_GAN: 5.004 G_L1: 5.754 D_real: 0.081 D_fake: 0.065 +(epoch: 87, iters: 15424, time: 0.415, data: 0.018) G_GAN: 5.537 G_L1: 5.564 D_real: 0.099 D_fake: 0.012 +(epoch: 87, iters: 15524, time: 0.304, data: 0.018) G_GAN: 5.524 G_L1: 4.379 D_real: 0.078 D_fake: 0.020 +(epoch: 87, iters: 15624, time: 0.302, data: 0.019) G_GAN: 5.281 G_L1: 3.938 D_real: 0.110 D_fake: 0.017 +(epoch: 87, iters: 15724, time: 0.302, data: 0.019) G_GAN: 3.892 G_L1: 3.904 D_real: 0.009 D_fake: 0.117 +(epoch: 87, iters: 15824, time: 0.424, data: 0.020) G_GAN: 7.051 G_L1: 5.781 D_real: 0.024 D_fake: 0.028 +(epoch: 87, iters: 15924, time: 0.300, data: 0.018) G_GAN: 4.597 G_L1: 3.651 D_real: 0.005 D_fake: 0.081 +(epoch: 87, iters: 16024, time: 0.297, data: 0.019) G_GAN: 6.131 G_L1: 4.131 D_real: 0.012 D_fake: 0.054 +(epoch: 87, iters: 16124, time: 0.302, data: 0.018) G_GAN: 5.354 G_L1: 4.587 D_real: 0.006 D_fake: 0.167 +(epoch: 87, iters: 16224, time: 0.378, data: 0.018) G_GAN: 4.722 G_L1: 3.013 D_real: 0.379 D_fake: 0.049 +(epoch: 87, iters: 16324, time: 0.287, data: 0.017) G_GAN: 3.795 G_L1: 2.561 D_real: 0.220 D_fake: 0.054 +(epoch: 87, iters: 16424, time: 0.302, data: 0.018) G_GAN: 5.370 G_L1: 3.659 D_real: 0.001 D_fake: 0.311 +(epoch: 87, iters: 16524, time: 0.303, data: 0.019) G_GAN: 4.591 G_L1: 3.512 D_real: 0.000 D_fake: 0.065 +(epoch: 87, iters: 16624, time: 0.607, data: 0.020) G_GAN: 4.761 G_L1: 3.610 D_real: 0.133 D_fake: 0.036 +(epoch: 87, iters: 16724, time: 0.290, data: 0.018) G_GAN: 4.490 G_L1: 5.353 D_real: 0.371 D_fake: 0.058 +(epoch: 87, iters: 16824, time: 0.291, data: 0.017) G_GAN: 4.350 G_L1: 4.292 D_real: 0.233 D_fake: 0.080 +(epoch: 87, iters: 16924, time: 0.305, data: 0.018) G_GAN: 3.845 G_L1: 5.147 D_real: 0.122 D_fake: 0.179 +(epoch: 87, iters: 17024, time: 0.392, data: 0.019) G_GAN: 4.811 G_L1: 2.928 D_real: 0.192 D_fake: 0.020 +(epoch: 87, iters: 17124, time: 0.294, data: 0.018) G_GAN: 4.703 G_L1: 4.236 D_real: 0.022 D_fake: 0.342 +(epoch: 87, iters: 17224, time: 0.301, data: 0.019) G_GAN: 4.100 G_L1: 7.058 D_real: 0.011 D_fake: 0.166 +(epoch: 87, iters: 17324, time: 0.288, data: 0.019) G_GAN: 6.948 G_L1: 3.671 D_real: 0.133 D_fake: 0.005 +(epoch: 87, iters: 17424, time: 0.366, data: 0.020) G_GAN: 4.489 G_L1: 3.261 D_real: 0.085 D_fake: 0.041 +(epoch: 87, iters: 17524, time: 0.292, data: 0.018) G_GAN: 6.250 G_L1: 4.188 D_real: 0.106 D_fake: 0.018 +(epoch: 87, iters: 17624, time: 0.288, data: 0.018) G_GAN: 5.294 G_L1: 2.733 D_real: 0.009 D_fake: 0.044 +(epoch: 87, iters: 17724, time: 0.281, data: 0.017) G_GAN: 4.788 G_L1: 6.447 D_real: 0.001 D_fake: 0.048 +(epoch: 87, iters: 17824, time: 0.403, data: 0.016) G_GAN: 3.289 G_L1: 3.933 D_real: 0.386 D_fake: 0.058 +(epoch: 87, iters: 17924, time: 0.287, data: 0.015) G_GAN: 4.440 G_L1: 8.287 D_real: 0.008 D_fake: 0.116 +(epoch: 87, iters: 18024, time: 0.296, data: 0.017) G_GAN: 5.957 G_L1: 5.795 D_real: 0.025 D_fake: 0.019 +(epoch: 87, iters: 18124, time: 0.287, data: 0.018) G_GAN: 7.191 G_L1: 2.871 D_real: 0.055 D_fake: 0.003 +(epoch: 87, iters: 18224, time: 0.422, data: 0.017) G_GAN: 5.603 G_L1: 4.621 D_real: 0.010 D_fake: 0.032 +(epoch: 87, iters: 18324, time: 0.301, data: 0.019) G_GAN: 7.415 G_L1: 5.016 D_real: 0.097 D_fake: 0.006 +(epoch: 87, iters: 18424, time: 0.301, data: 0.018) G_GAN: 5.701 G_L1: 4.042 D_real: 0.194 D_fake: 0.031 +(epoch: 87, iters: 18524, time: 0.297, data: 0.018) G_GAN: 6.337 G_L1: 4.142 D_real: 0.248 D_fake: 0.011 +(epoch: 87, iters: 18624, time: 0.576, data: 0.019) G_GAN: 4.881 G_L1: 3.715 D_real: 0.008 D_fake: 0.025 +(epoch: 87, iters: 18724, time: 0.297, data: 0.019) G_GAN: 4.084 G_L1: 3.362 D_real: 0.285 D_fake: 0.034 +(epoch: 87, iters: 18824, time: 0.293, data: 0.020) G_GAN: 3.974 G_L1: 3.601 D_real: 0.028 D_fake: 0.151 +(epoch: 87, iters: 18924, time: 0.277, data: 0.019) G_GAN: 4.676 G_L1: 4.055 D_real: 0.139 D_fake: 0.065 +(epoch: 87, iters: 19024, time: 0.402, data: 0.017) G_GAN: 3.527 G_L1: 4.010 D_real: 0.056 D_fake: 0.073 +(epoch: 87, iters: 19124, time: 0.294, data: 0.018) G_GAN: 5.177 G_L1: 3.733 D_real: 0.090 D_fake: 0.085 +(epoch: 87, iters: 19224, time: 0.300, data: 0.019) G_GAN: 4.642 G_L1: 3.917 D_real: 0.024 D_fake: 0.071 +(epoch: 87, iters: 19324, time: 0.298, data: 0.019) G_GAN: 5.913 G_L1: 3.256 D_real: 0.005 D_fake: 0.017 +(epoch: 87, iters: 19424, time: 0.371, data: 0.019) G_GAN: 4.573 G_L1: 5.189 D_real: 0.024 D_fake: 0.047 +(epoch: 87, iters: 19524, time: 0.300, data: 0.014) G_GAN: 5.741 G_L1: 3.958 D_real: 0.031 D_fake: 0.033 +(epoch: 87, iters: 19624, time: 0.298, data: 0.018) G_GAN: 6.301 G_L1: 4.044 D_real: 0.011 D_fake: 0.049 +(epoch: 87, iters: 19724, time: 0.302, data: 0.019) G_GAN: 4.220 G_L1: 3.746 D_real: 0.109 D_fake: 0.139 +(epoch: 87, iters: 19824, time: 0.409, data: 0.020) G_GAN: 3.153 G_L1: 3.779 D_real: 0.069 D_fake: 0.101 +(epoch: 87, iters: 19924, time: 0.298, data: 0.018) G_GAN: 5.216 G_L1: 3.719 D_real: 0.002 D_fake: 0.082 +(epoch: 87, iters: 20024, time: 0.296, data: 0.019) G_GAN: 4.635 G_L1: 4.104 D_real: 0.163 D_fake: 0.073 +(epoch: 87, iters: 20124, time: 0.288, data: 0.019) G_GAN: 4.965 G_L1: 3.879 D_real: 0.002 D_fake: 0.019 +(epoch: 87, iters: 20224, time: 0.406, data: 0.017) G_GAN: 4.495 G_L1: 4.665 D_real: 0.016 D_fake: 0.102 +(epoch: 87, iters: 20324, time: 0.295, data: 0.019) G_GAN: 4.763 G_L1: 3.880 D_real: 0.007 D_fake: 0.086 +(epoch: 87, iters: 20424, time: 0.296, data: 0.019) G_GAN: 4.024 G_L1: 5.872 D_real: 0.075 D_fake: 0.072 +(epoch: 87, iters: 20524, time: 0.299, data: 0.020) G_GAN: 5.584 G_L1: 4.660 D_real: 0.003 D_fake: 0.106 +(epoch: 87, iters: 20624, time: 0.589, data: 0.018) G_GAN: 4.597 G_L1: 2.652 D_real: 0.180 D_fake: 0.413 +(epoch: 87, iters: 20724, time: 0.286, data: 0.019) G_GAN: 4.817 G_L1: 4.009 D_real: 0.026 D_fake: 0.024 +(epoch: 87, iters: 20824, time: 0.270, data: 0.016) G_GAN: 4.264 G_L1: 8.506 D_real: 0.000 D_fake: 0.062 +(epoch: 87, iters: 20924, time: 0.291, data: 0.015) G_GAN: 3.091 G_L1: 4.167 D_real: 0.091 D_fake: 0.289 +(epoch: 87, iters: 21024, time: 0.410, data: 0.018) G_GAN: 3.852 G_L1: 3.792 D_real: 0.005 D_fake: 0.531 +(epoch: 87, iters: 21124, time: 0.288, data: 0.019) G_GAN: 3.643 G_L1: 3.957 D_real: 0.020 D_fake: 0.079 +(epoch: 87, iters: 21224, time: 0.289, data: 0.020) G_GAN: 3.991 G_L1: 4.818 D_real: 0.056 D_fake: 0.086 +(epoch: 87, iters: 21324, time: 0.291, data: 0.019) G_GAN: 5.468 G_L1: 5.701 D_real: 0.004 D_fake: 0.014 +(epoch: 87, iters: 21424, time: 0.375, data: 0.018) G_GAN: 4.652 G_L1: 3.285 D_real: 0.093 D_fake: 0.027 +(epoch: 87, iters: 21524, time: 0.296, data: 0.015) G_GAN: 4.090 G_L1: 4.406 D_real: 0.012 D_fake: 0.062 +(epoch: 87, iters: 21624, time: 0.294, data: 0.019) G_GAN: 5.297 G_L1: 3.431 D_real: 0.013 D_fake: 0.022 +(epoch: 87, iters: 21724, time: 0.297, data: 0.017) G_GAN: 5.852 G_L1: 3.958 D_real: 0.045 D_fake: 0.015 +(epoch: 87, iters: 21824, time: 0.423, data: 0.021) G_GAN: 5.622 G_L1: 5.671 D_real: 0.060 D_fake: 0.009 +(epoch: 87, iters: 21924, time: 0.305, data: 0.020) G_GAN: 3.975 G_L1: 4.052 D_real: 0.191 D_fake: 0.106 +(epoch: 87, iters: 22024, time: 0.301, data: 0.020) G_GAN: 5.525 G_L1: 3.914 D_real: 0.016 D_fake: 0.008 +(epoch: 87, iters: 22124, time: 0.285, data: 0.020) G_GAN: 4.266 G_L1: 2.277 D_real: 0.064 D_fake: 0.056 +(epoch: 87, iters: 22224, time: 0.410, data: 0.017) G_GAN: 4.371 G_L1: 4.365 D_real: 0.011 D_fake: 0.406 +(epoch: 87, iters: 22324, time: 0.290, data: 0.017) G_GAN: 4.324 G_L1: 3.828 D_real: 0.049 D_fake: 0.065 +(epoch: 87, iters: 22424, time: 0.300, data: 0.017) G_GAN: 3.904 G_L1: 3.225 D_real: 0.037 D_fake: 0.034 +(epoch: 87, iters: 22524, time: 0.302, data: 0.019) G_GAN: 3.864 G_L1: 3.507 D_real: 0.035 D_fake: 0.297 +(epoch: 87, iters: 22624, time: 0.602, data: 0.023) G_GAN: 4.973 G_L1: 3.329 D_real: 0.075 D_fake: 0.090 +(epoch: 87, iters: 22724, time: 0.294, data: 0.019) G_GAN: 2.485 G_L1: 3.825 D_real: 0.723 D_fake: 0.136 +(epoch: 87, iters: 22824, time: 0.299, data: 0.020) G_GAN: 4.277 G_L1: 5.850 D_real: 0.123 D_fake: 0.067 +(epoch: 87, iters: 22924, time: 0.274, data: 0.019) G_GAN: 3.377 G_L1: 2.832 D_real: 0.019 D_fake: 0.170 +(epoch: 87, iters: 23024, time: 0.412, data: 0.017) G_GAN: 4.717 G_L1: 4.459 D_real: 0.000 D_fake: 0.135 +(epoch: 87, iters: 23124, time: 0.293, data: 0.018) G_GAN: 5.880 G_L1: 7.730 D_real: 0.213 D_fake: 0.050 +(epoch: 87, iters: 23224, time: 0.296, data: 0.019) G_GAN: 4.967 G_L1: 4.084 D_real: 0.012 D_fake: 0.365 +(epoch: 87, iters: 23324, time: 0.289, data: 0.018) G_GAN: 3.243 G_L1: 3.685 D_real: 0.102 D_fake: 0.151 +(epoch: 87, iters: 23424, time: 0.406, data: 0.018) G_GAN: 4.363 G_L1: 3.495 D_real: 0.009 D_fake: 0.034 +(epoch: 87, iters: 23524, time: 0.285, data: 0.022) G_GAN: 5.137 G_L1: 3.597 D_real: 0.000 D_fake: 0.095 +(epoch: 87, iters: 23624, time: 0.297, data: 0.019) G_GAN: 3.382 G_L1: 3.387 D_real: 0.015 D_fake: 0.149 +(epoch: 87, iters: 23724, time: 0.301, data: 0.020) G_GAN: 3.472 G_L1: 4.311 D_real: 0.133 D_fake: 0.104 +(epoch: 87, iters: 23824, time: 0.406, data: 0.021) G_GAN: 6.711 G_L1: 5.126 D_real: 0.001 D_fake: 0.028 +(epoch: 87, iters: 23924, time: 0.295, data: 0.016) G_GAN: 2.135 G_L1: 3.979 D_real: 0.311 D_fake: 0.272 +(epoch: 87, iters: 24024, time: 0.279, data: 0.019) G_GAN: 4.641 G_L1: 3.598 D_real: 0.001 D_fake: 0.105 +(epoch: 87, iters: 24124, time: 0.296, data: 0.017) G_GAN: 4.525 G_L1: 3.255 D_real: 0.027 D_fake: 0.174 +(epoch: 87, iters: 24224, time: 0.409, data: 0.018) G_GAN: 5.278 G_L1: 4.518 D_real: 0.026 D_fake: 0.037 +(epoch: 87, iters: 24324, time: 0.297, data: 0.018) G_GAN: 3.936 G_L1: 2.355 D_real: 0.069 D_fake: 0.370 +(epoch: 87, iters: 24424, time: 0.296, data: 0.018) G_GAN: 4.711 G_L1: 4.433 D_real: 0.025 D_fake: 0.035 +(epoch: 87, iters: 24524, time: 0.297, data: 0.018) G_GAN: 4.036 G_L1: 5.223 D_real: 0.036 D_fake: 0.076 +(epoch: 87, iters: 24624, time: 0.603, data: 0.018) G_GAN: 3.470 G_L1: 3.859 D_real: 0.023 D_fake: 0.093 +(epoch: 87, iters: 24724, time: 0.295, data: 0.020) G_GAN: 4.022 G_L1: 3.181 D_real: 0.109 D_fake: 0.152 +(epoch: 87, iters: 24824, time: 0.296, data: 0.019) G_GAN: 5.204 G_L1: 3.276 D_real: 0.042 D_fake: 0.025 +(epoch: 87, iters: 24924, time: 0.284, data: 0.018) G_GAN: 3.268 G_L1: 4.531 D_real: 0.007 D_fake: 0.141 +(epoch: 87, iters: 25024, time: 0.396, data: 0.018) G_GAN: 2.904 G_L1: 3.541 D_real: 0.280 D_fake: 0.324 +(epoch: 87, iters: 25124, time: 0.252, data: 0.018) G_GAN: 4.752 G_L1: 4.344 D_real: 0.058 D_fake: 0.038 +(epoch: 87, iters: 25224, time: 0.287, data: 0.014) G_GAN: 4.650 G_L1: 3.504 D_real: 0.103 D_fake: 0.104 +(epoch: 87, iters: 25324, time: 0.289, data: 0.017) G_GAN: 5.015 G_L1: 4.846 D_real: 0.056 D_fake: 0.039 +(epoch: 87, iters: 25424, time: 0.419, data: 0.022) G_GAN: 4.297 G_L1: 3.301 D_real: 0.336 D_fake: 0.026 +(epoch: 87, iters: 25524, time: 0.288, data: 0.018) G_GAN: 2.654 G_L1: 2.443 D_real: 0.031 D_fake: 0.529 +(epoch: 87, iters: 25624, time: 0.291, data: 0.018) G_GAN: 6.273 G_L1: 6.886 D_real: 0.089 D_fake: 0.045 +(epoch: 87, iters: 25724, time: 0.268, data: 0.021) G_GAN: 3.661 G_L1: 4.093 D_real: 0.046 D_fake: 0.153 +(epoch: 87, iters: 25824, time: 0.376, data: 0.016) G_GAN: 3.866 G_L1: 2.360 D_real: 0.093 D_fake: 0.123 +(epoch: 87, iters: 25924, time: 0.297, data: 0.016) G_GAN: 3.444 G_L1: 2.402 D_real: 0.236 D_fake: 0.145 +(epoch: 87, iters: 26024, time: 0.303, data: 0.018) G_GAN: 3.309 G_L1: 2.276 D_real: 0.225 D_fake: 0.179 +(epoch: 87, iters: 26124, time: 0.289, data: 0.020) G_GAN: 4.000 G_L1: 3.507 D_real: 0.014 D_fake: 0.624 +(epoch: 87, iters: 26224, time: 0.410, data: 0.017) G_GAN: 5.034 G_L1: 4.893 D_real: 0.018 D_fake: 0.100 +(epoch: 87, iters: 26324, time: 0.294, data: 0.019) G_GAN: 4.559 G_L1: 5.783 D_real: 0.023 D_fake: 0.033 +(epoch: 87, iters: 26424, time: 0.292, data: 0.019) G_GAN: 6.113 G_L1: 3.707 D_real: 0.046 D_fake: 0.011 +(epoch: 87, iters: 26524, time: 0.294, data: 0.019) G_GAN: 3.767 G_L1: 2.931 D_real: 0.153 D_fake: 0.064 +(epoch: 87, iters: 26624, time: 0.598, data: 0.021) G_GAN: 4.359 G_L1: 4.271 D_real: 0.000 D_fake: 0.057 +(epoch: 87, iters: 26724, time: 0.301, data: 0.018) G_GAN: 2.888 G_L1: 3.047 D_real: 0.004 D_fake: 0.364 +(epoch: 87, iters: 26824, time: 0.289, data: 0.019) G_GAN: 4.892 G_L1: 4.541 D_real: 0.001 D_fake: 0.392 +(epoch: 87, iters: 26924, time: 0.295, data: 0.019) G_GAN: 2.362 G_L1: 3.461 D_real: 0.660 D_fake: 0.348 +(epoch: 87, iters: 27024, time: 0.415, data: 0.020) G_GAN: 2.740 G_L1: 2.821 D_real: 0.489 D_fake: 0.285 +(epoch: 87, iters: 27124, time: 0.291, data: 0.018) G_GAN: 4.448 G_L1: 3.141 D_real: 0.029 D_fake: 0.110 +(epoch: 87, iters: 27224, time: 0.291, data: 0.018) G_GAN: 4.566 G_L1: 5.224 D_real: 0.005 D_fake: 0.062 +(epoch: 87, iters: 27324, time: 0.303, data: 0.018) G_GAN: 4.381 G_L1: 3.062 D_real: 0.027 D_fake: 0.098 +(epoch: 87, iters: 27424, time: 0.382, data: 0.020) G_GAN: 4.292 G_L1: 3.695 D_real: 0.035 D_fake: 0.083 +(epoch: 87, iters: 27524, time: 0.297, data: 0.016) G_GAN: 4.573 G_L1: 4.132 D_real: 0.006 D_fake: 0.146 +(epoch: 87, iters: 27624, time: 0.291, data: 0.019) G_GAN: 5.612 G_L1: 5.118 D_real: 0.006 D_fake: 0.039 +(epoch: 87, iters: 27724, time: 0.305, data: 0.018) G_GAN: 2.681 G_L1: 4.460 D_real: 0.074 D_fake: 0.169 +(epoch: 87, iters: 27824, time: 0.414, data: 0.020) G_GAN: 4.528 G_L1: 2.603 D_real: 0.127 D_fake: 0.025 +(epoch: 87, iters: 27924, time: 0.288, data: 0.020) G_GAN: 3.700 G_L1: 3.060 D_real: 0.026 D_fake: 0.108 +(epoch: 87, iters: 28024, time: 0.292, data: 0.018) G_GAN: 4.556 G_L1: 4.221 D_real: 0.064 D_fake: 0.061 +(epoch: 87, iters: 28124, time: 0.302, data: 0.020) G_GAN: 4.865 G_L1: 3.120 D_real: 0.371 D_fake: 0.023 +(epoch: 87, iters: 28224, time: 0.386, data: 0.019) G_GAN: 3.972 G_L1: 4.121 D_real: 0.037 D_fake: 0.054 +(epoch: 87, iters: 28324, time: 0.285, data: 0.018) G_GAN: 4.973 G_L1: 3.035 D_real: 0.034 D_fake: 0.362 +(epoch: 87, iters: 28424, time: 0.294, data: 0.018) G_GAN: 5.032 G_L1: 4.281 D_real: 0.004 D_fake: 0.031 +(epoch: 87, iters: 28524, time: 0.297, data: 0.018) G_GAN: 5.100 G_L1: 3.192 D_real: 0.010 D_fake: 0.025 +(epoch: 87, iters: 28624, time: 0.638, data: 0.019) G_GAN: 4.277 G_L1: 2.552 D_real: 0.085 D_fake: 0.039 +(epoch: 87, iters: 28724, time: 0.294, data: 0.019) G_GAN: 3.977 G_L1: 3.989 D_real: 0.118 D_fake: 0.128 +(epoch: 87, iters: 28824, time: 0.290, data: 0.023) G_GAN: 4.053 G_L1: 3.616 D_real: 0.048 D_fake: 0.067 +(epoch: 87, iters: 28924, time: 0.297, data: 0.020) G_GAN: 5.397 G_L1: 3.771 D_real: 0.146 D_fake: 0.015 +(epoch: 87, iters: 29024, time: 0.400, data: 0.019) G_GAN: 4.719 G_L1: 4.859 D_real: 0.005 D_fake: 0.047 +(epoch: 87, iters: 29124, time: 0.297, data: 0.015) G_GAN: 4.905 G_L1: 4.002 D_real: 0.095 D_fake: 0.020 +(epoch: 87, iters: 29224, time: 0.297, data: 0.019) G_GAN: 4.229 G_L1: 4.797 D_real: 0.136 D_fake: 0.061 +(epoch: 87, iters: 29324, time: 0.287, data: 0.020) G_GAN: 5.217 G_L1: 3.747 D_real: 0.141 D_fake: 0.025 +(epoch: 87, iters: 29424, time: 0.407, data: 0.018) G_GAN: 4.652 G_L1: 3.943 D_real: 0.027 D_fake: 0.055 +(epoch: 87, iters: 29524, time: 0.295, data: 0.020) G_GAN: 3.356 G_L1: 3.207 D_real: 0.040 D_fake: 0.098 +(epoch: 87, iters: 29624, time: 0.292, data: 0.018) G_GAN: 4.774 G_L1: 2.496 D_real: 0.075 D_fake: 0.037 +(epoch: 87, iters: 29724, time: 0.293, data: 0.018) G_GAN: 4.900 G_L1: 2.791 D_real: 0.009 D_fake: 0.050 +(epoch: 87, iters: 29824, time: 0.418, data: 0.018) G_GAN: 4.861 G_L1: 4.348 D_real: 0.004 D_fake: 0.111 +(epoch: 87, iters: 29924, time: 0.295, data: 0.018) G_GAN: 3.487 G_L1: 4.263 D_real: 0.154 D_fake: 0.432 +(epoch: 87, iters: 30024, time: 0.291, data: 0.017) G_GAN: 3.383 G_L1: 4.059 D_real: 0.150 D_fake: 0.293 +(epoch: 87, iters: 30124, time: 0.290, data: 0.020) G_GAN: 3.991 G_L1: 4.503 D_real: 0.085 D_fake: 0.073 +(epoch: 87, iters: 30224, time: 0.391, data: 0.020) G_GAN: 5.579 G_L1: 2.448 D_real: 0.054 D_fake: 0.094 +(epoch: 87, iters: 30324, time: 0.288, data: 0.019) G_GAN: 4.416 G_L1: 3.177 D_real: 0.071 D_fake: 0.037 +(epoch: 87, iters: 30424, time: 0.294, data: 0.019) G_GAN: 6.514 G_L1: 5.473 D_real: 0.041 D_fake: 0.015 +(epoch: 87, iters: 30524, time: 0.298, data: 0.018) G_GAN: 4.027 G_L1: 4.769 D_real: 0.450 D_fake: 0.059 +(epoch: 87, iters: 30624, time: 0.645, data: 0.020) G_GAN: 3.693 G_L1: 7.385 D_real: 0.092 D_fake: 0.213 +(epoch: 87, iters: 30724, time: 0.297, data: 0.020) G_GAN: 3.016 G_L1: 3.091 D_real: 0.101 D_fake: 0.249 +(epoch: 87, iters: 30824, time: 0.289, data: 0.019) G_GAN: 4.341 G_L1: 3.597 D_real: 0.007 D_fake: 0.086 +(epoch: 87, iters: 30924, time: 0.295, data: 0.017) G_GAN: 4.772 G_L1: 4.004 D_real: 0.026 D_fake: 0.025 +(epoch: 87, iters: 31024, time: 0.423, data: 0.019) G_GAN: 3.394 G_L1: 3.934 D_real: 0.046 D_fake: 0.204 +(epoch: 87, iters: 31124, time: 0.297, data: 0.019) G_GAN: 3.435 G_L1: 3.160 D_real: 0.507 D_fake: 0.043 +(epoch: 87, iters: 31224, time: 0.294, data: 0.019) G_GAN: 5.519 G_L1: 4.538 D_real: 0.416 D_fake: 0.016 +(epoch: 87, iters: 31324, time: 0.297, data: 0.018) G_GAN: 4.394 G_L1: 4.427 D_real: 0.197 D_fake: 0.047 +(epoch: 87, iters: 31424, time: 0.385, data: 0.019) G_GAN: 5.253 G_L1: 2.811 D_real: 0.004 D_fake: 0.022 +(epoch: 87, iters: 31524, time: 0.287, data: 0.015) G_GAN: 4.223 G_L1: 3.804 D_real: 0.019 D_fake: 0.046 +(epoch: 87, iters: 31624, time: 0.296, data: 0.018) G_GAN: 5.108 G_L1: 3.870 D_real: 0.004 D_fake: 0.030 +(epoch: 87, iters: 31724, time: 0.295, data: 0.019) G_GAN: 4.612 G_L1: 3.463 D_real: 0.014 D_fake: 0.073 +(epoch: 87, iters: 31824, time: 0.414, data: 0.018) G_GAN: 4.729 G_L1: 4.837 D_real: 0.006 D_fake: 0.049 +(epoch: 87, iters: 31924, time: 0.298, data: 0.018) G_GAN: 3.242 G_L1: 5.075 D_real: 0.079 D_fake: 0.300 +(epoch: 87, iters: 32024, time: 0.286, data: 0.018) G_GAN: 5.078 G_L1: 7.417 D_real: 0.002 D_fake: 0.049 +(epoch: 87, iters: 32124, time: 0.292, data: 0.018) G_GAN: 4.553 G_L1: 6.863 D_real: 0.103 D_fake: 0.052 +(epoch: 87, iters: 32224, time: 0.404, data: 0.018) G_GAN: 5.161 G_L1: 4.472 D_real: 0.034 D_fake: 0.058 +(epoch: 87, iters: 32324, time: 0.294, data: 0.019) G_GAN: 3.903 G_L1: 4.050 D_real: 0.350 D_fake: 0.027 +(epoch: 87, iters: 32424, time: 0.292, data: 0.019) G_GAN: 3.690 G_L1: 3.528 D_real: 0.159 D_fake: 0.248 +(epoch: 87, iters: 32524, time: 0.299, data: 0.020) G_GAN: 5.149 G_L1: 3.994 D_real: 0.007 D_fake: 0.047 +(epoch: 87, iters: 32624, time: 0.611, data: 0.020) G_GAN: 3.679 G_L1: 3.769 D_real: 0.124 D_fake: 0.298 +(epoch: 87, iters: 32724, time: 0.285, data: 0.018) G_GAN: 5.640 G_L1: 4.701 D_real: 0.004 D_fake: 0.013 +(epoch: 87, iters: 32824, time: 0.282, data: 0.017) G_GAN: 5.471 G_L1: 5.025 D_real: 0.009 D_fake: 0.034 +(epoch: 87, iters: 32924, time: 0.289, data: 0.019) G_GAN: 5.604 G_L1: 3.832 D_real: 0.010 D_fake: 0.051 +(epoch: 87, iters: 33024, time: 0.412, data: 0.018) G_GAN: 4.756 G_L1: 3.048 D_real: 0.777 D_fake: 0.026 +(epoch: 87, iters: 33124, time: 0.293, data: 0.021) G_GAN: 2.987 G_L1: 3.845 D_real: 0.244 D_fake: 0.243 +(epoch: 87, iters: 33224, time: 0.298, data: 0.018) G_GAN: 2.583 G_L1: 2.260 D_real: 0.605 D_fake: 0.121 +(epoch: 87, iters: 33324, time: 0.298, data: 0.018) G_GAN: 3.697 G_L1: 2.762 D_real: 0.033 D_fake: 0.095 +(epoch: 87, iters: 33424, time: 0.410, data: 0.020) G_GAN: 5.070 G_L1: 7.067 D_real: 0.016 D_fake: 0.036 +(epoch: 87, iters: 33524, time: 0.298, data: 0.019) G_GAN: 6.457 G_L1: 13.317 D_real: 0.087 D_fake: 0.005 +(epoch: 87, iters: 33624, time: 0.300, data: 0.019) G_GAN: 3.552 G_L1: 3.467 D_real: 0.046 D_fake: 0.168 +(epoch: 87, iters: 33724, time: 0.293, data: 0.021) G_GAN: 4.379 G_L1: 3.906 D_real: 0.083 D_fake: 0.029 +(epoch: 87, iters: 33824, time: 0.409, data: 0.019) G_GAN: 4.967 G_L1: 4.105 D_real: 0.421 D_fake: 0.014 +(epoch: 87, iters: 33924, time: 0.290, data: 0.020) G_GAN: 4.396 G_L1: 3.398 D_real: 0.036 D_fake: 0.885 +(epoch: 87, iters: 34024, time: 0.294, data: 0.019) G_GAN: 5.323 G_L1: 2.967 D_real: 0.120 D_fake: 0.073 +(epoch: 87, iters: 34124, time: 0.302, data: 0.020) G_GAN: 5.458 G_L1: 4.068 D_real: 0.276 D_fake: 0.023 +(epoch: 87, iters: 34224, time: 0.413, data: 0.022) G_GAN: 6.090 G_L1: 4.895 D_real: 0.040 D_fake: 0.006 +(epoch: 87, iters: 34324, time: 0.287, data: 0.020) G_GAN: 3.514 G_L1: 3.638 D_real: 0.003 D_fake: 0.229 +(epoch: 87, iters: 34424, time: 0.298, data: 0.021) G_GAN: 3.967 G_L1: 2.730 D_real: 0.182 D_fake: 0.206 +(epoch: 87, iters: 34524, time: 0.285, data: 0.032) G_GAN: 5.309 G_L1: 3.124 D_real: 0.129 D_fake: 0.012 +(epoch: 87, iters: 34624, time: 0.617, data: 0.018) G_GAN: 3.409 G_L1: 2.735 D_real: 0.056 D_fake: 0.501 +(epoch: 87, iters: 34724, time: 0.298, data: 0.022) G_GAN: 4.023 G_L1: 3.019 D_real: 0.063 D_fake: 0.074 +(epoch: 87, iters: 34824, time: 0.304, data: 0.020) G_GAN: 5.269 G_L1: 3.885 D_real: 0.022 D_fake: 0.017 +(epoch: 87, iters: 34924, time: 0.295, data: 0.019) G_GAN: 3.903 G_L1: 3.047 D_real: 0.081 D_fake: 0.232 +(epoch: 87, iters: 35024, time: 0.405, data: 0.019) G_GAN: 6.075 G_L1: 6.703 D_real: 0.125 D_fake: 0.009 +(epoch: 87, iters: 35124, time: 0.300, data: 0.019) G_GAN: 4.389 G_L1: 3.581 D_real: 0.081 D_fake: 0.055 +(epoch: 87, iters: 35224, time: 0.302, data: 0.019) G_GAN: 4.606 G_L1: 4.790 D_real: 0.160 D_fake: 0.032 +(epoch: 87, iters: 35324, time: 0.289, data: 0.020) G_GAN: 3.863 G_L1: 3.211 D_real: 0.801 D_fake: 0.086 +(epoch: 87, iters: 35424, time: 0.392, data: 0.019) G_GAN: 5.059 G_L1: 3.662 D_real: 0.011 D_fake: 0.035 +(epoch: 87, iters: 35524, time: 0.299, data: 0.019) G_GAN: 5.995 G_L1: 4.753 D_real: 0.161 D_fake: 0.018 +(epoch: 87, iters: 35624, time: 0.294, data: 0.021) G_GAN: 6.646 G_L1: 7.723 D_real: 0.142 D_fake: 0.160 +(epoch: 87, iters: 35724, time: 0.294, data: 0.020) G_GAN: 6.170 G_L1: 4.886 D_real: 0.002 D_fake: 0.016 +(epoch: 87, iters: 35824, time: 0.377, data: 0.022) G_GAN: 4.185 G_L1: 3.423 D_real: 0.015 D_fake: 0.205 +(epoch: 87, iters: 35924, time: 0.302, data: 0.018) G_GAN: 4.984 G_L1: 4.347 D_real: 0.013 D_fake: 0.027 +(epoch: 87, iters: 36024, time: 0.299, data: 0.022) G_GAN: 5.941 G_L1: 2.885 D_real: 0.009 D_fake: 0.019 +(epoch: 87, iters: 36124, time: 0.304, data: 0.018) G_GAN: 4.254 G_L1: 3.662 D_real: 0.023 D_fake: 0.088 +(epoch: 87, iters: 36224, time: 0.413, data: 0.019) G_GAN: 4.241 G_L1: 3.349 D_real: 0.067 D_fake: 0.040 +(epoch: 87, iters: 36324, time: 0.299, data: 0.018) G_GAN: 4.477 G_L1: 2.395 D_real: 0.077 D_fake: 0.026 +(epoch: 87, iters: 36424, time: 0.297, data: 0.021) G_GAN: 3.382 G_L1: 3.159 D_real: 0.096 D_fake: 0.166 +(epoch: 87, iters: 36524, time: 0.300, data: 0.020) G_GAN: 3.908 G_L1: 3.780 D_real: 0.057 D_fake: 0.079 +(epoch: 87, iters: 36624, time: 0.615, data: 0.020) G_GAN: 4.380 G_L1: 4.315 D_real: 0.170 D_fake: 0.035 +(epoch: 87, iters: 36724, time: 0.295, data: 0.018) G_GAN: 5.167 G_L1: 2.868 D_real: 0.043 D_fake: 0.022 +(epoch: 87, iters: 36824, time: 0.293, data: 0.019) G_GAN: 4.077 G_L1: 2.278 D_real: 0.011 D_fake: 0.091 +(epoch: 87, iters: 36924, time: 0.297, data: 0.019) G_GAN: 4.734 G_L1: 3.238 D_real: 0.028 D_fake: 0.064 +(epoch: 87, iters: 37024, time: 0.403, data: 0.020) G_GAN: 2.879 G_L1: 4.094 D_real: 0.004 D_fake: 0.183 +(epoch: 87, iters: 37124, time: 0.293, data: 0.019) G_GAN: 4.620 G_L1: 3.447 D_real: 0.083 D_fake: 0.019 +(epoch: 87, iters: 37224, time: 0.287, data: 0.020) G_GAN: 5.671 G_L1: 3.361 D_real: 0.028 D_fake: 0.020 +(epoch: 87, iters: 37324, time: 0.293, data: 0.019) G_GAN: 4.154 G_L1: 3.792 D_real: 0.031 D_fake: 0.248 +(epoch: 87, iters: 37424, time: 0.367, data: 0.019) G_GAN: 3.818 G_L1: 3.657 D_real: 0.052 D_fake: 0.079 +(epoch: 87, iters: 37524, time: 0.296, data: 0.018) G_GAN: 5.774 G_L1: 5.608 D_real: 0.021 D_fake: 0.041 +(epoch: 87, iters: 37624, time: 0.285, data: 0.023) G_GAN: 3.630 G_L1: 5.154 D_real: 0.449 D_fake: 0.046 +(epoch: 87, iters: 37724, time: 0.285, data: 0.019) G_GAN: 5.250 G_L1: 3.551 D_real: 0.080 D_fake: 0.034 +(epoch: 87, iters: 37824, time: 0.411, data: 0.018) G_GAN: 3.709 G_L1: 3.499 D_real: 0.022 D_fake: 0.205 +(epoch: 87, iters: 37924, time: 0.297, data: 0.021) G_GAN: 4.461 G_L1: 3.894 D_real: 0.010 D_fake: 0.484 +(epoch: 87, iters: 38024, time: 0.298, data: 0.018) G_GAN: 4.490 G_L1: 5.958 D_real: 0.031 D_fake: 0.071 +(epoch: 87, iters: 38124, time: 0.297, data: 0.020) G_GAN: 4.824 G_L1: 3.038 D_real: 0.045 D_fake: 0.059 +(epoch: 87, iters: 38224, time: 0.414, data: 0.019) G_GAN: 5.577 G_L1: 3.909 D_real: 0.039 D_fake: 0.018 +(epoch: 87, iters: 38324, time: 0.296, data: 0.018) G_GAN: 8.343 G_L1: 6.378 D_real: 0.059 D_fake: 0.002 +(epoch: 87, iters: 38424, time: 0.296, data: 0.020) G_GAN: 2.976 G_L1: 2.196 D_real: 0.252 D_fake: 0.126 +(epoch: 87, iters: 38524, time: 0.289, data: 0.019) G_GAN: 5.039 G_L1: 3.868 D_real: 0.083 D_fake: 0.021 +(epoch: 87, iters: 38624, time: 0.571, data: 0.019) G_GAN: 4.921 G_L1: 4.037 D_real: 0.092 D_fake: 0.040 +(epoch: 87, iters: 38724, time: 0.288, data: 0.020) G_GAN: 5.014 G_L1: 5.872 D_real: 0.022 D_fake: 0.025 +(epoch: 87, iters: 38824, time: 0.299, data: 0.019) G_GAN: 6.013 G_L1: 4.807 D_real: 0.016 D_fake: 0.018 +(epoch: 87, iters: 38924, time: 0.299, data: 0.021) G_GAN: 3.922 G_L1: 3.157 D_real: 0.240 D_fake: 0.067 +(epoch: 87, iters: 39024, time: 0.383, data: 0.019) G_GAN: 3.812 G_L1: 3.546 D_real: 0.088 D_fake: 0.079 +(epoch: 87, iters: 39124, time: 0.302, data: 0.020) G_GAN: 3.281 G_L1: 4.155 D_real: 0.061 D_fake: 0.174 +(epoch: 87, iters: 39224, time: 0.297, data: 0.019) G_GAN: 4.881 G_L1: 2.463 D_real: 0.214 D_fake: 0.015 +(epoch: 87, iters: 39324, time: 0.298, data: 0.018) G_GAN: 5.640 G_L1: 3.261 D_real: 0.027 D_fake: 0.162 +(epoch: 87, iters: 39424, time: 0.412, data: 0.020) G_GAN: 4.154 G_L1: 4.233 D_real: 0.058 D_fake: 0.058 +(epoch: 87, iters: 39524, time: 0.291, data: 0.019) G_GAN: 4.049 G_L1: 3.382 D_real: 0.370 D_fake: 0.101 +(epoch: 87, iters: 39624, time: 0.295, data: 0.018) G_GAN: 5.093 G_L1: 5.056 D_real: 0.080 D_fake: 0.040 +(epoch: 87, iters: 39724, time: 0.303, data: 0.019) G_GAN: 5.825 G_L1: 4.922 D_real: 0.011 D_fake: 0.067 +(epoch: 87, iters: 39824, time: 0.389, data: 0.019) G_GAN: 3.850 G_L1: 4.346 D_real: 0.259 D_fake: 0.037 +(epoch: 87, iters: 39924, time: 0.300, data: 0.023) G_GAN: 4.939 G_L1: 5.518 D_real: 0.215 D_fake: 0.030 +(epoch: 87, iters: 40024, time: 0.303, data: 0.019) G_GAN: 4.962 G_L1: 3.907 D_real: 0.124 D_fake: 0.028 +(epoch: 87, iters: 40124, time: 0.301, data: 0.020) G_GAN: 4.493 G_L1: 3.164 D_real: 0.146 D_fake: 0.074 +(epoch: 87, iters: 40224, time: 0.403, data: 0.019) G_GAN: 4.802 G_L1: 3.917 D_real: 0.026 D_fake: 0.323 +(epoch: 87, iters: 40324, time: 0.294, data: 0.021) G_GAN: 4.239 G_L1: 3.637 D_real: 0.062 D_fake: 0.032 +(epoch: 87, iters: 40424, time: 0.295, data: 0.019) G_GAN: 4.083 G_L1: 3.397 D_real: 0.291 D_fake: 0.031 +(epoch: 87, iters: 40524, time: 0.292, data: 0.018) G_GAN: 3.391 G_L1: 4.073 D_real: 0.064 D_fake: 0.218 +(epoch: 87, iters: 40624, time: 0.595, data: 0.018) G_GAN: 3.749 G_L1: 3.110 D_real: 0.025 D_fake: 0.220 +(epoch: 87, iters: 40724, time: 0.294, data: 0.020) G_GAN: 3.674 G_L1: 3.365 D_real: 0.032 D_fake: 0.158 +(epoch: 87, iters: 40824, time: 0.300, data: 0.019) G_GAN: 4.817 G_L1: 5.288 D_real: 0.048 D_fake: 0.086 +(epoch: 87, iters: 40924, time: 0.303, data: 0.020) G_GAN: 3.422 G_L1: 2.881 D_real: 0.004 D_fake: 0.185 +(epoch: 87, iters: 41024, time: 0.420, data: 0.020) G_GAN: 8.350 G_L1: 4.569 D_real: 0.009 D_fake: 0.002 +(epoch: 87, iters: 41124, time: 0.301, data: 0.019) G_GAN: 4.952 G_L1: 4.799 D_real: 0.035 D_fake: 0.028 +(epoch: 87, iters: 41224, time: 0.292, data: 0.020) G_GAN: 5.676 G_L1: 12.452 D_real: 0.008 D_fake: 0.167 +(epoch: 87, iters: 41324, time: 0.298, data: 0.018) G_GAN: 4.082 G_L1: 3.621 D_real: 0.037 D_fake: 0.074 +(epoch: 87, iters: 41424, time: 0.423, data: 0.018) G_GAN: 6.189 G_L1: 7.515 D_real: 0.001 D_fake: 0.053 +(epoch: 87, iters: 41524, time: 0.300, data: 0.018) G_GAN: 3.773 G_L1: 4.656 D_real: 0.209 D_fake: 0.065 +(epoch: 87, iters: 41624, time: 0.293, data: 0.020) G_GAN: 5.650 G_L1: 4.134 D_real: 0.044 D_fake: 0.017 +(epoch: 87, iters: 41724, time: 0.298, data: 0.019) G_GAN: 3.616 G_L1: 3.452 D_real: 0.002 D_fake: 0.300 +(epoch: 87, iters: 41824, time: 0.417, data: 0.020) G_GAN: 5.276 G_L1: 3.495 D_real: 0.029 D_fake: 0.025 +(epoch: 87, iters: 41924, time: 0.297, data: 0.019) G_GAN: 4.275 G_L1: 4.408 D_real: 0.035 D_fake: 0.076 +(epoch: 87, iters: 42024, time: 0.299, data: 0.022) G_GAN: 3.310 G_L1: 3.493 D_real: 0.087 D_fake: 0.093 +(epoch: 87, iters: 42124, time: 0.296, data: 0.021) G_GAN: 5.555 G_L1: 6.273 D_real: 0.313 D_fake: 0.160 +(epoch: 87, iters: 42224, time: 0.414, data: 0.021) G_GAN: 4.062 G_L1: 4.282 D_real: 0.095 D_fake: 0.284 +(epoch: 87, iters: 42324, time: 0.297, data: 0.019) G_GAN: 3.758 G_L1: 4.439 D_real: 0.132 D_fake: 0.070 +(epoch: 87, iters: 42424, time: 0.296, data: 0.020) G_GAN: 4.123 G_L1: 3.761 D_real: 0.331 D_fake: 0.031 +(epoch: 87, iters: 42524, time: 0.298, data: 0.019) G_GAN: 5.315 G_L1: 3.148 D_real: 0.114 D_fake: 0.019 +(epoch: 87, iters: 42624, time: 0.614, data: 0.019) G_GAN: 5.876 G_L1: 6.206 D_real: 0.004 D_fake: 0.079 +(epoch: 87, iters: 42724, time: 0.289, data: 0.019) G_GAN: 4.519 G_L1: 3.892 D_real: 0.269 D_fake: 0.025 +(epoch: 87, iters: 42824, time: 0.299, data: 0.020) G_GAN: 5.116 G_L1: 2.978 D_real: 0.013 D_fake: 0.108 +(epoch: 87, iters: 42924, time: 0.303, data: 0.020) G_GAN: 5.286 G_L1: 5.531 D_real: 0.080 D_fake: 0.039 +(epoch: 87, iters: 43024, time: 0.421, data: 0.020) G_GAN: 4.306 G_L1: 13.808 D_real: 0.054 D_fake: 0.038 +(epoch: 87, iters: 43124, time: 0.303, data: 0.020) G_GAN: 5.325 G_L1: 4.790 D_real: 0.022 D_fake: 0.044 +(epoch: 87, iters: 43224, time: 0.282, data: 0.019) G_GAN: 5.146 G_L1: 6.687 D_real: 0.160 D_fake: 0.038 +(epoch: 87, iters: 43324, time: 0.298, data: 0.017) G_GAN: 5.071 G_L1: 4.355 D_real: 0.008 D_fake: 0.062 +(epoch: 87, iters: 43424, time: 0.376, data: 0.021) G_GAN: 3.574 G_L1: 4.463 D_real: 0.024 D_fake: 0.160 +(epoch: 87, iters: 43524, time: 0.290, data: 0.018) G_GAN: 4.442 G_L1: 3.238 D_real: 0.101 D_fake: 0.063 +(epoch: 87, iters: 43624, time: 0.305, data: 0.019) G_GAN: 4.616 G_L1: 3.517 D_real: 0.111 D_fake: 0.027 +(epoch: 87, iters: 43724, time: 0.298, data: 0.020) G_GAN: 3.843 G_L1: 3.110 D_real: 0.017 D_fake: 0.161 +(epoch: 87, iters: 43824, time: 0.425, data: 0.021) G_GAN: 3.913 G_L1: 5.586 D_real: 0.182 D_fake: 0.106 +(epoch: 87, iters: 43924, time: 0.291, data: 0.018) G_GAN: 3.620 G_L1: 3.332 D_real: 0.320 D_fake: 0.040 +(epoch: 87, iters: 44024, time: 0.289, data: 0.017) G_GAN: 3.636 G_L1: 3.490 D_real: 0.051 D_fake: 0.138 +(epoch: 87, iters: 44124, time: 0.280, data: 0.019) G_GAN: 4.563 G_L1: 3.134 D_real: 0.082 D_fake: 0.045 +(epoch: 87, iters: 44224, time: 0.403, data: 0.018) G_GAN: 3.389 G_L1: 2.443 D_real: 0.145 D_fake: 0.116 +(epoch: 87, iters: 44324, time: 0.290, data: 0.017) G_GAN: 4.391 G_L1: 6.182 D_real: 0.000 D_fake: 0.034 +(epoch: 87, iters: 44424, time: 0.296, data: 0.020) G_GAN: 5.786 G_L1: 3.224 D_real: 0.001 D_fake: 0.018 +(epoch: 87, iters: 44524, time: 0.298, data: 0.019) G_GAN: 3.967 G_L1: 3.491 D_real: 0.080 D_fake: 0.039 +(epoch: 87, iters: 44624, time: 0.607, data: 0.018) G_GAN: 3.397 G_L1: 3.463 D_real: 0.018 D_fake: 0.153 +(epoch: 87, iters: 44724, time: 0.286, data: 0.019) G_GAN: 4.777 G_L1: 3.182 D_real: 0.599 D_fake: 0.007 +(epoch: 87, iters: 44824, time: 0.276, data: 0.019) G_GAN: 3.487 G_L1: 4.696 D_real: 0.198 D_fake: 0.119 +(epoch: 87, iters: 44924, time: 0.272, data: 0.017) G_GAN: 5.246 G_L1: 4.627 D_real: 0.302 D_fake: 0.012 +(epoch: 87, iters: 45024, time: 0.415, data: 0.017) G_GAN: 5.586 G_L1: 4.792 D_real: 0.005 D_fake: 0.032 +(epoch: 87, iters: 45124, time: 0.294, data: 0.018) G_GAN: 6.166 G_L1: 4.112 D_real: 0.099 D_fake: 0.030 +(epoch: 87, iters: 45224, time: 0.293, data: 0.018) G_GAN: 4.746 G_L1: 3.941 D_real: 0.000 D_fake: 0.063 +(epoch: 87, iters: 45324, time: 0.292, data: 0.020) G_GAN: 6.301 G_L1: 5.677 D_real: 0.094 D_fake: 0.006 +(epoch: 87, iters: 45424, time: 0.416, data: 0.018) G_GAN: 3.271 G_L1: 3.330 D_real: 0.158 D_fake: 0.446 +(epoch: 87, iters: 45524, time: 0.287, data: 0.019) G_GAN: 6.489 G_L1: 4.251 D_real: 0.016 D_fake: 0.022 +(epoch: 87, iters: 45624, time: 0.289, data: 0.018) G_GAN: 4.312 G_L1: 3.167 D_real: 0.025 D_fake: 0.285 +(epoch: 87, iters: 45724, time: 0.291, data: 0.017) G_GAN: 5.199 G_L1: 3.670 D_real: 0.006 D_fake: 0.047 +(epoch: 87, iters: 45824, time: 0.427, data: 0.017) G_GAN: 4.830 G_L1: 4.546 D_real: 0.181 D_fake: 0.019 +(epoch: 87, iters: 45924, time: 0.297, data: 0.019) G_GAN: 3.988 G_L1: 3.986 D_real: 0.080 D_fake: 0.084 +(epoch: 87, iters: 46024, time: 0.299, data: 0.021) G_GAN: 4.825 G_L1: 4.772 D_real: 0.028 D_fake: 0.047 +(epoch: 87, iters: 46124, time: 0.300, data: 0.019) G_GAN: 4.963 G_L1: 5.589 D_real: 0.042 D_fake: 0.046 +(epoch: 87, iters: 46224, time: 0.412, data: 0.019) G_GAN: 4.340 G_L1: 3.997 D_real: 0.009 D_fake: 0.076 +(epoch: 87, iters: 46324, time: 0.283, data: 0.018) G_GAN: 4.340 G_L1: 3.157 D_real: 0.011 D_fake: 0.126 +(epoch: 87, iters: 46424, time: 0.299, data: 0.017) G_GAN: 4.473 G_L1: 3.388 D_real: 0.079 D_fake: 0.135 +(epoch: 87, iters: 46524, time: 0.296, data: 0.020) G_GAN: 3.466 G_L1: 2.795 D_real: 0.093 D_fake: 0.065 +(epoch: 87, iters: 46624, time: 0.601, data: 0.020) G_GAN: 4.298 G_L1: 4.503 D_real: 0.031 D_fake: 0.044 +(epoch: 87, iters: 46724, time: 0.303, data: 0.018) G_GAN: 4.572 G_L1: 4.850 D_real: 0.031 D_fake: 0.047 +(epoch: 87, iters: 46824, time: 0.304, data: 0.020) G_GAN: 4.920 G_L1: 4.040 D_real: 0.025 D_fake: 0.125 +(epoch: 87, iters: 46924, time: 0.302, data: 0.020) G_GAN: 6.066 G_L1: 4.022 D_real: 0.004 D_fake: 0.031 +(epoch: 87, iters: 47024, time: 0.428, data: 0.019) G_GAN: 4.900 G_L1: 5.177 D_real: 0.156 D_fake: 0.022 +(epoch: 87, iters: 47124, time: 0.298, data: 0.019) G_GAN: 5.142 G_L1: 3.670 D_real: 0.018 D_fake: 0.049 +(epoch: 87, iters: 47224, time: 0.297, data: 0.019) G_GAN: 4.706 G_L1: 4.799 D_real: 0.096 D_fake: 0.025 +(epoch: 87, iters: 47324, time: 0.284, data: 0.019) G_GAN: 3.893 G_L1: 4.328 D_real: 0.008 D_fake: 0.091 +(epoch: 87, iters: 47424, time: 0.416, data: 0.019) G_GAN: 5.548 G_L1: 4.346 D_real: 0.044 D_fake: 0.023 +(epoch: 87, iters: 47524, time: 0.291, data: 0.020) G_GAN: 4.881 G_L1: 3.378 D_real: 0.081 D_fake: 0.031 +(epoch: 87, iters: 47624, time: 0.298, data: 0.020) G_GAN: 4.041 G_L1: 4.100 D_real: 0.081 D_fake: 0.070 +(epoch: 87, iters: 47724, time: 0.299, data: 0.020) G_GAN: 5.078 G_L1: 3.398 D_real: 0.016 D_fake: 0.044 +(epoch: 87, iters: 47824, time: 0.384, data: 0.020) G_GAN: 4.601 G_L1: 3.060 D_real: 0.006 D_fake: 0.051 +(epoch: 87, iters: 47924, time: 0.287, data: 0.018) G_GAN: 4.278 G_L1: 3.829 D_real: 0.056 D_fake: 0.070 +(epoch: 87, iters: 48024, time: 0.297, data: 0.018) G_GAN: 5.249 G_L1: 3.679 D_real: 0.005 D_fake: 0.121 +(epoch: 87, iters: 48124, time: 0.298, data: 0.019) G_GAN: 4.202 G_L1: 2.869 D_real: 0.065 D_fake: 0.042 +(epoch: 87, iters: 48224, time: 0.411, data: 0.020) G_GAN: 5.877 G_L1: 4.548 D_real: 0.061 D_fake: 0.034 +(epoch: 87, iters: 48324, time: 0.293, data: 0.019) G_GAN: 4.304 G_L1: 4.687 D_real: 0.496 D_fake: 0.061 +(epoch: 87, iters: 48424, time: 0.275, data: 0.019) G_GAN: 5.884 G_L1: 3.523 D_real: 0.193 D_fake: 0.014 +(epoch: 87, iters: 48524, time: 0.300, data: 0.015) G_GAN: 2.887 G_L1: 2.670 D_real: 0.493 D_fake: 0.081 +(epoch: 87, iters: 48624, time: 0.610, data: 0.018) G_GAN: 3.552 G_L1: 3.413 D_real: 0.084 D_fake: 0.136 +(epoch: 87, iters: 48724, time: 0.293, data: 0.024) G_GAN: 4.391 G_L1: 4.407 D_real: 0.332 D_fake: 0.018 +(epoch: 87, iters: 48824, time: 0.302, data: 0.018) G_GAN: 4.112 G_L1: 3.704 D_real: 0.046 D_fake: 0.328 +(epoch: 87, iters: 48924, time: 0.296, data: 0.018) G_GAN: 4.597 G_L1: 3.464 D_real: 0.173 D_fake: 0.028 +(epoch: 87, iters: 49024, time: 0.389, data: 0.018) G_GAN: 4.315 G_L1: 4.124 D_real: 0.167 D_fake: 0.095 +(epoch: 87, iters: 49124, time: 0.291, data: 0.020) G_GAN: 4.752 G_L1: 4.838 D_real: 0.010 D_fake: 0.075 +(epoch: 87, iters: 49224, time: 0.282, data: 0.018) G_GAN: 3.834 G_L1: 3.193 D_real: 0.012 D_fake: 0.276 +(epoch: 87, iters: 49324, time: 0.301, data: 0.019) G_GAN: 5.073 G_L1: 5.987 D_real: 0.088 D_fake: 0.017 +(epoch: 87, iters: 49424, time: 0.390, data: 0.019) G_GAN: 3.972 G_L1: 5.502 D_real: 0.222 D_fake: 0.045 +(epoch: 87, iters: 49524, time: 0.300, data: 0.016) G_GAN: 4.399 G_L1: 3.152 D_real: 0.052 D_fake: 0.109 +(epoch: 87, iters: 49624, time: 0.294, data: 0.018) G_GAN: 3.979 G_L1: 4.135 D_real: 0.010 D_fake: 0.091 +(epoch: 87, iters: 49724, time: 0.302, data: 0.019) G_GAN: 3.125 G_L1: 5.757 D_real: 0.231 D_fake: 0.194 +(epoch: 87, iters: 49824, time: 0.380, data: 0.021) G_GAN: 5.465 G_L1: 4.483 D_real: 0.126 D_fake: 0.029 +(epoch: 87, iters: 49924, time: 0.298, data: 0.019) G_GAN: 4.488 G_L1: 3.782 D_real: 0.080 D_fake: 0.042 +(epoch: 87, iters: 50024, time: 0.288, data: 0.018) G_GAN: 7.153 G_L1: 12.954 D_real: 0.002 D_fake: 0.016 +(epoch: 87, iters: 50124, time: 0.301, data: 0.017) G_GAN: 3.996 G_L1: 3.475 D_real: 0.054 D_fake: 0.038 +(epoch: 87, iters: 50224, time: 0.417, data: 0.020) G_GAN: 4.723 G_L1: 4.222 D_real: 0.153 D_fake: 0.111 +(epoch: 87, iters: 50324, time: 0.299, data: 0.018) G_GAN: 4.421 G_L1: 4.263 D_real: 0.001 D_fake: 0.049 +(epoch: 87, iters: 50424, time: 0.293, data: 0.018) G_GAN: 4.452 G_L1: 6.311 D_real: 0.018 D_fake: 0.141 +(epoch: 87, iters: 50524, time: 0.286, data: 0.017) G_GAN: 5.266 G_L1: 4.167 D_real: 0.041 D_fake: 0.025 +(epoch: 87, iters: 50624, time: 0.610, data: 0.020) G_GAN: 4.708 G_L1: 4.887 D_real: 0.003 D_fake: 0.086 +(epoch: 87, iters: 50724, time: 0.298, data: 0.018) G_GAN: 6.373 G_L1: 4.566 D_real: 0.259 D_fake: 0.007 +(epoch: 87, iters: 50824, time: 0.287, data: 0.018) G_GAN: 3.943 G_L1: 2.953 D_real: 0.148 D_fake: 0.093 +(epoch: 87, iters: 50924, time: 0.292, data: 0.017) G_GAN: 4.357 G_L1: 3.196 D_real: 0.003 D_fake: 0.038 +(epoch: 87, iters: 51024, time: 0.407, data: 0.018) G_GAN: 4.907 G_L1: 3.696 D_real: 0.030 D_fake: 0.054 +(epoch: 87, iters: 51124, time: 0.293, data: 0.020) G_GAN: 5.862 G_L1: 3.777 D_real: 0.007 D_fake: 0.022 +(epoch: 87, iters: 51224, time: 0.293, data: 0.024) G_GAN: 4.164 G_L1: 3.764 D_real: 0.047 D_fake: 0.183 +(epoch: 87, iters: 51324, time: 0.287, data: 0.018) G_GAN: 4.260 G_L1: 2.965 D_real: 0.334 D_fake: 0.023 +(epoch: 87, iters: 51424, time: 0.414, data: 0.016) G_GAN: 4.560 G_L1: 3.285 D_real: 0.309 D_fake: 0.238 +(epoch: 87, iters: 51524, time: 0.299, data: 0.020) G_GAN: 3.329 G_L1: 4.307 D_real: 0.084 D_fake: 0.142 +(epoch: 87, iters: 51624, time: 0.305, data: 0.018) G_GAN: 5.048 G_L1: 4.307 D_real: 0.011 D_fake: 0.045 +(epoch: 87, iters: 51724, time: 0.302, data: 0.019) G_GAN: 3.745 G_L1: 4.353 D_real: 0.084 D_fake: 0.309 +(epoch: 87, iters: 51824, time: 0.413, data: 0.019) G_GAN: 3.466 G_L1: 4.421 D_real: 0.031 D_fake: 0.204 +(epoch: 87, iters: 51924, time: 0.306, data: 0.023) G_GAN: 5.670 G_L1: 6.500 D_real: 0.002 D_fake: 0.030 +(epoch: 87, iters: 52024, time: 0.300, data: 0.018) G_GAN: 6.364 G_L1: 1.971 D_real: 0.029 D_fake: 0.008 +(epoch: 87, iters: 52124, time: 0.303, data: 0.019) G_GAN: 6.640 G_L1: 5.128 D_real: 0.002 D_fake: 0.121 +(epoch: 87, iters: 52224, time: 0.389, data: 0.019) G_GAN: 6.093 G_L1: 8.309 D_real: 0.008 D_fake: 0.022 +(epoch: 87, iters: 52324, time: 0.268, data: 0.019) G_GAN: 5.570 G_L1: 4.194 D_real: 0.009 D_fake: 0.018 +(epoch: 87, iters: 52424, time: 0.301, data: 0.016) G_GAN: 7.152 G_L1: 4.492 D_real: 0.010 D_fake: 0.012 +(epoch: 87, iters: 52524, time: 0.300, data: 0.018) G_GAN: 7.022 G_L1: 6.511 D_real: 0.066 D_fake: 0.038 +(epoch: 87, iters: 52624, time: 0.582, data: 0.019) G_GAN: 5.332 G_L1: 4.271 D_real: 0.002 D_fake: 0.021 +(epoch: 87, iters: 52724, time: 0.293, data: 0.019) G_GAN: 4.480 G_L1: 5.037 D_real: 0.092 D_fake: 0.042 +(epoch: 87, iters: 52824, time: 0.286, data: 0.019) G_GAN: 6.792 G_L1: 8.432 D_real: 0.002 D_fake: 0.009 +(epoch: 87, iters: 52924, time: 0.306, data: 0.017) G_GAN: 6.217 G_L1: 4.860 D_real: 0.000 D_fake: 0.021 +(epoch: 87, iters: 53024, time: 0.388, data: 0.020) G_GAN: 5.027 G_L1: 4.443 D_real: 0.001 D_fake: 0.023 +(epoch: 87, iters: 53124, time: 0.287, data: 0.018) G_GAN: 5.706 G_L1: 5.502 D_real: 0.000 D_fake: 0.084 +(epoch: 87, iters: 53224, time: 0.301, data: 0.017) G_GAN: 6.039 G_L1: 8.038 D_real: 0.001 D_fake: 0.047 +(epoch: 87, iters: 53324, time: 0.299, data: 0.020) G_GAN: 5.359 G_L1: 13.378 D_real: 0.015 D_fake: 0.060 +(epoch: 87, iters: 53424, time: 0.402, data: 0.019) G_GAN: 5.146 G_L1: 4.463 D_real: 0.000 D_fake: 0.030 +(epoch: 87, iters: 53524, time: 0.295, data: 0.017) G_GAN: 5.144 G_L1: 5.063 D_real: 0.481 D_fake: 0.031 +(epoch: 87, iters: 53624, time: 0.304, data: 0.019) G_GAN: 7.083 G_L1: 10.276 D_real: 0.001 D_fake: 0.024 +(epoch: 87, iters: 53724, time: 0.285, data: 0.020) G_GAN: 5.893 G_L1: 4.421 D_real: 0.005 D_fake: 0.076 +(epoch: 87, iters: 53824, time: 0.393, data: 0.018) G_GAN: 5.542 G_L1: 3.966 D_real: 0.004 D_fake: 0.092 +(epoch: 87, iters: 53924, time: 0.307, data: 0.020) G_GAN: 7.200 G_L1: 5.586 D_real: 0.000 D_fake: 0.251 +(epoch: 87, iters: 54024, time: 0.300, data: 0.019) G_GAN: 9.288 G_L1: 7.283 D_real: 0.000 D_fake: 0.299 +(epoch: 87, iters: 54124, time: 0.298, data: 0.020) G_GAN: 12.648 G_L1: 9.400 D_real: 0.034 D_fake: 0.012 +(epoch: 87, iters: 54224, time: 0.422, data: 0.019) G_GAN: 10.563 G_L1: 9.146 D_real: 0.009 D_fake: 0.025 +(epoch: 87, iters: 54324, time: 0.295, data: 0.019) G_GAN: 10.735 G_L1: 6.641 D_real: 0.003 D_fake: 0.085 +(epoch: 87, iters: 54424, time: 0.277, data: 0.019) G_GAN: 10.307 G_L1: 7.830 D_real: 0.100 D_fake: 0.119 +(epoch: 87, iters: 54524, time: 0.273, data: 0.016) G_GAN: 5.595 G_L1: 5.506 D_real: 0.189 D_fake: 0.020 +(epoch: 87, iters: 54624, time: 0.609, data: 0.017) G_GAN: 8.826 G_L1: 7.452 D_real: 0.002 D_fake: 0.010 +(epoch: 87, iters: 54724, time: 0.306, data: 0.016) G_GAN: 4.498 G_L1: 4.098 D_real: 0.121 D_fake: 0.082 +(epoch: 87, iters: 54824, time: 0.295, data: 0.019) G_GAN: 7.784 G_L1: 6.210 D_real: 0.001 D_fake: 0.012 +(epoch: 87, iters: 54924, time: 0.301, data: 0.018) G_GAN: 9.813 G_L1: 6.812 D_real: 0.000 D_fake: 0.010 +(epoch: 87, iters: 55024, time: 0.416, data: 0.018) G_GAN: 5.476 G_L1: 4.099 D_real: 0.000 D_fake: 0.392 +(epoch: 87, iters: 55124, time: 0.299, data: 0.019) G_GAN: 8.166 G_L1: 5.837 D_real: 0.011 D_fake: 0.004 +(epoch: 87, iters: 55224, time: 0.301, data: 0.019) G_GAN: 4.742 G_L1: 4.402 D_real: 0.054 D_fake: 0.047 +(epoch: 87, iters: 55324, time: 0.299, data: 0.019) G_GAN: 4.293 G_L1: 4.898 D_real: 0.014 D_fake: 0.087 +(epoch: 87, iters: 55424, time: 0.392, data: 0.018) G_GAN: 9.277 G_L1: 4.526 D_real: 0.006 D_fake: 0.019 +(epoch: 87, iters: 55524, time: 0.282, data: 0.015) G_GAN: 5.288 G_L1: 4.070 D_real: 0.002 D_fake: 0.094 +(epoch: 87, iters: 55624, time: 0.273, data: 0.016) G_GAN: 4.531 G_L1: 3.658 D_real: 0.032 D_fake: 0.049 +(epoch: 87, iters: 55724, time: 0.294, data: 0.017) G_GAN: 6.688 G_L1: 4.496 D_real: 0.035 D_fake: 0.147 +(epoch: 87, iters: 55824, time: 0.394, data: 0.018) G_GAN: 5.582 G_L1: 5.021 D_real: 0.210 D_fake: 0.020 +(epoch: 87, iters: 55924, time: 0.296, data: 0.018) G_GAN: 6.240 G_L1: 5.666 D_real: 0.011 D_fake: 0.020 +(epoch: 87, iters: 56024, time: 0.292, data: 0.020) G_GAN: 4.572 G_L1: 3.749 D_real: 0.244 D_fake: 0.159 +(epoch: 87, iters: 56124, time: 0.289, data: 0.019) G_GAN: 6.300 G_L1: 5.594 D_real: 0.018 D_fake: 0.021 +(epoch: 87, iters: 56224, time: 0.410, data: 0.017) G_GAN: 8.406 G_L1: 8.026 D_real: 0.001 D_fake: 0.012 +(epoch: 87, iters: 56324, time: 0.294, data: 0.018) G_GAN: 5.838 G_L1: 3.763 D_real: 0.027 D_fake: 0.053 +(epoch: 87, iters: 56424, time: 0.285, data: 0.018) G_GAN: 5.083 G_L1: 3.520 D_real: 0.923 D_fake: 0.185 +(epoch: 87, iters: 56524, time: 0.296, data: 0.020) G_GAN: 8.593 G_L1: 6.832 D_real: 0.189 D_fake: 0.002 +(epoch: 87, iters: 56624, time: 0.632, data: 0.018) G_GAN: 9.561 G_L1: 6.351 D_real: 0.000 D_fake: 0.010 +(epoch: 87, iters: 56724, time: 0.291, data: 0.018) G_GAN: 10.329 G_L1: 6.218 D_real: 0.011 D_fake: 0.001 +(epoch: 87, iters: 56824, time: 0.287, data: 0.018) G_GAN: 9.798 G_L1: 6.610 D_real: 0.001 D_fake: 0.008 +(epoch: 87, iters: 56924, time: 0.282, data: 0.016) G_GAN: 10.662 G_L1: 5.497 D_real: 0.002 D_fake: 0.011 +(epoch: 87, iters: 57024, time: 0.411, data: 0.017) G_GAN: 8.677 G_L1: 5.507 D_real: 0.002 D_fake: 0.007 +(epoch: 87, iters: 57124, time: 0.289, data: 0.020) G_GAN: 8.463 G_L1: 6.664 D_real: 0.002 D_fake: 0.052 +(epoch: 87, iters: 57224, time: 0.286, data: 0.017) G_GAN: 4.516 G_L1: 4.815 D_real: 0.228 D_fake: 0.107 +(epoch: 87, iters: 57324, time: 0.280, data: 0.017) G_GAN: 5.505 G_L1: 6.090 D_real: 0.003 D_fake: 0.025 +(epoch: 87, iters: 57424, time: 0.373, data: 0.015) G_GAN: 5.952 G_L1: 4.869 D_real: 0.145 D_fake: 0.080 +(epoch: 87, iters: 57524, time: 0.295, data: 0.017) G_GAN: 6.774 G_L1: 5.975 D_real: 0.000 D_fake: 0.179 +(epoch: 87, iters: 57624, time: 0.298, data: 0.019) G_GAN: 8.643 G_L1: 2.542 D_real: 0.014 D_fake: 0.008 +(epoch: 87, iters: 57724, time: 0.295, data: 0.019) G_GAN: 5.693 G_L1: 5.558 D_real: 0.006 D_fake: 0.074 +(epoch: 87, iters: 57824, time: 0.412, data: 0.021) G_GAN: 6.763 G_L1: 6.348 D_real: 0.000 D_fake: 0.042 +(epoch: 87, iters: 57924, time: 0.296, data: 0.017) G_GAN: 6.902 G_L1: 4.110 D_real: 0.002 D_fake: 0.202 +(epoch: 87, iters: 58024, time: 0.294, data: 0.019) G_GAN: 7.978 G_L1: 6.181 D_real: 0.002 D_fake: 0.005 +(epoch: 87, iters: 58124, time: 0.302, data: 0.020) G_GAN: 6.722 G_L1: 5.484 D_real: 0.000 D_fake: 0.054 +(epoch: 87, iters: 58224, time: 0.419, data: 0.018) G_GAN: 6.418 G_L1: 5.458 D_real: 0.000 D_fake: 0.017 +(epoch: 87, iters: 58324, time: 0.280, data: 0.019) G_GAN: 6.593 G_L1: 4.841 D_real: 0.001 D_fake: 0.067 +(epoch: 87, iters: 58424, time: 0.275, data: 0.016) G_GAN: 7.304 G_L1: 4.751 D_real: 0.009 D_fake: 0.060 +(epoch: 87, iters: 58524, time: 0.293, data: 0.016) G_GAN: 5.832 G_L1: 4.913 D_real: 0.002 D_fake: 0.024 +(epoch: 87, iters: 58624, time: 0.607, data: 0.019) G_GAN: 7.947 G_L1: 4.775 D_real: 0.172 D_fake: 0.005 +(epoch: 87, iters: 58724, time: 0.297, data: 0.020) G_GAN: 8.010 G_L1: 4.742 D_real: 0.000 D_fake: 0.006 +(epoch: 87, iters: 58824, time: 0.290, data: 0.022) G_GAN: 4.762 G_L1: 6.415 D_real: 0.000 D_fake: 0.106 +(epoch: 87, iters: 58924, time: 0.298, data: 0.020) G_GAN: 6.036 G_L1: 7.110 D_real: 0.000 D_fake: 0.071 +(epoch: 87, iters: 59024, time: 0.389, data: 0.020) G_GAN: 7.828 G_L1: 4.899 D_real: 0.000 D_fake: 0.019 +(epoch: 87, iters: 59124, time: 0.296, data: 0.017) G_GAN: 6.291 G_L1: 5.432 D_real: 0.012 D_fake: 0.023 +(epoch: 87, iters: 59224, time: 0.292, data: 0.019) G_GAN: 6.274 G_L1: 6.488 D_real: 0.001 D_fake: 0.043 +(epoch: 87, iters: 59324, time: 0.290, data: 0.019) G_GAN: 4.988 G_L1: 6.257 D_real: 0.002 D_fake: 0.055 +(epoch: 87, iters: 59424, time: 0.389, data: 0.021) G_GAN: 5.411 G_L1: 4.589 D_real: 0.000 D_fake: 0.021 +(epoch: 87, iters: 59524, time: 0.275, data: 0.016) G_GAN: 5.976 G_L1: 6.035 D_real: 0.018 D_fake: 0.006 +(epoch: 87, iters: 59624, time: 0.306, data: 0.016) G_GAN: 4.267 G_L1: 4.156 D_real: 0.012 D_fake: 0.083 +(epoch: 87, iters: 59724, time: 0.300, data: 0.020) G_GAN: 4.490 G_L1: 3.588 D_real: 0.000 D_fake: 0.166 +(epoch: 87, iters: 59824, time: 0.378, data: 0.018) G_GAN: 3.928 G_L1: 7.913 D_real: 0.000 D_fake: 0.197 +(epoch: 87, iters: 59924, time: 0.305, data: 0.023) G_GAN: 4.402 G_L1: 3.580 D_real: 0.000 D_fake: 0.075 +(epoch: 88, iters: 8, time: 0.293, data: 0.020) G_GAN: 5.706 G_L1: 7.326 D_real: 0.006 D_fake: 0.039 +(epoch: 88, iters: 108, time: 0.296, data: 0.020) G_GAN: 5.197 G_L1: 7.973 D_real: 0.000 D_fake: 0.015 +(epoch: 88, iters: 208, time: 0.566, data: 0.019) G_GAN: 4.019 G_L1: 3.923 D_real: 0.096 D_fake: 0.035 +(epoch: 88, iters: 308, time: 0.296, data: 0.019) G_GAN: 6.031 G_L1: 3.490 D_real: 0.000 D_fake: 0.034 +(epoch: 88, iters: 408, time: 0.295, data: 0.020) G_GAN: 8.113 G_L1: 4.898 D_real: 0.000 D_fake: 0.053 +(epoch: 88, iters: 508, time: 0.290, data: 0.020) G_GAN: 4.738 G_L1: 10.441 D_real: 0.372 D_fake: 0.034 +(epoch: 88, iters: 608, time: 0.622, data: 0.018) G_GAN: 3.968 G_L1: 5.136 D_real: 0.000 D_fake: 0.054 +(epoch: 88, iters: 708, time: 0.296, data: 0.018) G_GAN: 5.797 G_L1: 4.555 D_real: 0.000 D_fake: 0.234 +(epoch: 88, iters: 808, time: 0.301, data: 0.020) G_GAN: 4.383 G_L1: 3.595 D_real: 0.000 D_fake: 0.034 +(epoch: 88, iters: 908, time: 0.302, data: 0.020) G_GAN: 4.273 G_L1: 3.534 D_real: 0.005 D_fake: 0.100 +(epoch: 88, iters: 1008, time: 0.373, data: 0.022) G_GAN: 5.749 G_L1: 4.119 D_real: 0.069 D_fake: 0.068 +(epoch: 88, iters: 1108, time: 0.295, data: 0.019) G_GAN: 3.700 G_L1: 9.096 D_real: 0.000 D_fake: 0.163 +(epoch: 88, iters: 1208, time: 0.292, data: 0.020) G_GAN: 5.915 G_L1: 8.124 D_real: 0.011 D_fake: 0.087 +(epoch: 88, iters: 1308, time: 0.305, data: 0.019) G_GAN: 3.029 G_L1: 4.775 D_real: 0.001 D_fake: 0.206 +(epoch: 88, iters: 1408, time: 0.386, data: 0.019) G_GAN: 3.677 G_L1: 5.443 D_real: 0.000 D_fake: 0.187 +(epoch: 88, iters: 1508, time: 0.294, data: 0.019) G_GAN: 7.084 G_L1: 6.488 D_real: 0.000 D_fake: 0.019 +(epoch: 88, iters: 1608, time: 0.285, data: 0.021) G_GAN: 2.046 G_L1: 3.717 D_real: 0.002 D_fake: 0.383 +(epoch: 88, iters: 1708, time: 0.294, data: 0.019) G_GAN: 4.090 G_L1: 4.978 D_real: 0.000 D_fake: 0.137 +(epoch: 88, iters: 1808, time: 0.394, data: 0.018) G_GAN: 4.077 G_L1: 3.735 D_real: 0.001 D_fake: 0.135 +(epoch: 88, iters: 1908, time: 0.288, data: 0.020) G_GAN: 3.212 G_L1: 4.503 D_real: 0.000 D_fake: 0.133 +(epoch: 88, iters: 2008, time: 0.304, data: 0.020) G_GAN: 5.191 G_L1: 6.615 D_real: 0.024 D_fake: 0.077 +(epoch: 88, iters: 2108, time: 0.297, data: 0.020) G_GAN: 6.970 G_L1: 7.144 D_real: 0.000 D_fake: 0.038 +(epoch: 88, iters: 2208, time: 0.419, data: 0.020) G_GAN: 3.524 G_L1: 3.490 D_real: 0.002 D_fake: 0.124 +(epoch: 88, iters: 2308, time: 0.295, data: 0.019) G_GAN: 3.545 G_L1: 4.919 D_real: 0.000 D_fake: 0.346 +(epoch: 88, iters: 2408, time: 0.302, data: 0.020) G_GAN: 3.173 G_L1: 3.305 D_real: 0.000 D_fake: 0.070 +(epoch: 88, iters: 2508, time: 0.293, data: 0.022) G_GAN: 5.684 G_L1: 10.116 D_real: 0.000 D_fake: 0.024 +(epoch: 88, iters: 2608, time: 0.617, data: 0.018) G_GAN: 3.753 G_L1: 4.457 D_real: 0.000 D_fake: 0.089 +(epoch: 88, iters: 2708, time: 0.279, data: 0.017) G_GAN: 6.706 G_L1: 7.553 D_real: 0.000 D_fake: 0.023 +(epoch: 88, iters: 2808, time: 0.305, data: 0.018) G_GAN: 4.100 G_L1: 6.046 D_real: 0.151 D_fake: 0.047 +(epoch: 88, iters: 2908, time: 0.298, data: 0.019) G_GAN: 5.574 G_L1: 9.302 D_real: 0.001 D_fake: 0.046 +(epoch: 88, iters: 3008, time: 0.417, data: 0.021) G_GAN: 3.146 G_L1: 3.759 D_real: 0.006 D_fake: 0.119 +(epoch: 88, iters: 3108, time: 0.283, data: 0.020) G_GAN: 4.004 G_L1: 4.131 D_real: 0.009 D_fake: 0.088 +(epoch: 88, iters: 3208, time: 0.290, data: 0.021) G_GAN: 3.168 G_L1: 6.597 D_real: 0.000 D_fake: 0.245 +(epoch: 88, iters: 3308, time: 0.298, data: 0.021) G_GAN: 3.631 G_L1: 4.569 D_real: 0.000 D_fake: 0.099 +(epoch: 88, iters: 3408, time: 0.393, data: 0.020) G_GAN: 5.090 G_L1: 10.547 D_real: 0.002 D_fake: 0.049 +(epoch: 88, iters: 3508, time: 0.284, data: 0.018) G_GAN: 4.001 G_L1: 5.233 D_real: 0.000 D_fake: 0.080 +(epoch: 88, iters: 3608, time: 0.301, data: 0.019) G_GAN: 3.445 G_L1: 4.245 D_real: 0.000 D_fake: 0.273 +(epoch: 88, iters: 3708, time: 0.284, data: 0.019) G_GAN: 3.645 G_L1: 3.264 D_real: 0.002 D_fake: 0.228 +(epoch: 88, iters: 3808, time: 0.406, data: 0.019) G_GAN: 5.291 G_L1: 3.739 D_real: 0.009 D_fake: 0.184 +(epoch: 88, iters: 3908, time: 0.289, data: 0.019) G_GAN: 3.410 G_L1: 5.017 D_real: 0.000 D_fake: 0.156 +(epoch: 88, iters: 4008, time: 0.294, data: 0.020) G_GAN: 3.101 G_L1: 4.960 D_real: 0.004 D_fake: 0.240 +(epoch: 88, iters: 4108, time: 0.297, data: 0.020) G_GAN: 5.913 G_L1: 4.391 D_real: 0.003 D_fake: 0.022 +(epoch: 88, iters: 4208, time: 0.408, data: 0.020) G_GAN: 5.138 G_L1: 4.818 D_real: 0.000 D_fake: 0.070 +(epoch: 88, iters: 4308, time: 0.294, data: 0.019) G_GAN: 4.919 G_L1: 6.597 D_real: 0.001 D_fake: 0.039 +(epoch: 88, iters: 4408, time: 0.295, data: 0.019) G_GAN: 3.722 G_L1: 4.190 D_real: 0.001 D_fake: 0.051 +(epoch: 88, iters: 4508, time: 0.298, data: 0.019) G_GAN: 6.090 G_L1: 5.438 D_real: 0.003 D_fake: 0.009 +(epoch: 88, iters: 4608, time: 0.589, data: 0.019) G_GAN: 3.508 G_L1: 4.708 D_real: 0.000 D_fake: 0.157 +(epoch: 88, iters: 4708, time: 0.295, data: 0.019) G_GAN: 4.327 G_L1: 4.490 D_real: 0.000 D_fake: 0.050 +(epoch: 88, iters: 4808, time: 0.309, data: 0.018) G_GAN: 3.744 G_L1: 5.451 D_real: 0.000 D_fake: 0.300 +(epoch: 88, iters: 4908, time: 0.300, data: 0.019) G_GAN: 2.820 G_L1: 5.512 D_real: 0.001 D_fake: 0.272 +(epoch: 88, iters: 5008, time: 0.418, data: 0.021) G_GAN: 4.504 G_L1: 8.607 D_real: 0.000 D_fake: 0.319 +(epoch: 88, iters: 5108, time: 0.291, data: 0.019) G_GAN: 2.778 G_L1: 5.254 D_real: 0.000 D_fake: 0.247 +(epoch: 88, iters: 5208, time: 0.273, data: 0.020) G_GAN: 4.765 G_L1: 3.196 D_real: 0.004 D_fake: 0.073 +(epoch: 88, iters: 5308, time: 0.299, data: 0.015) G_GAN: 4.840 G_L1: 9.701 D_real: 0.000 D_fake: 0.112 +(epoch: 88, iters: 5408, time: 0.425, data: 0.018) G_GAN: 3.962 G_L1: 8.767 D_real: 0.004 D_fake: 0.166 +(epoch: 88, iters: 5508, time: 0.285, data: 0.018) G_GAN: 3.172 G_L1: 3.848 D_real: 0.000 D_fake: 0.166 +(epoch: 88, iters: 5608, time: 0.277, data: 0.018) G_GAN: 3.510 G_L1: 4.010 D_real: 0.006 D_fake: 0.175 +(epoch: 88, iters: 5708, time: 0.288, data: 0.017) G_GAN: 2.758 G_L1: 4.774 D_real: 0.000 D_fake: 0.165 +(epoch: 88, iters: 5808, time: 0.402, data: 0.016) G_GAN: 2.822 G_L1: 3.493 D_real: 0.003 D_fake: 0.141 +(epoch: 88, iters: 5908, time: 0.296, data: 0.016) G_GAN: 4.109 G_L1: 8.175 D_real: 0.009 D_fake: 0.328 +(epoch: 88, iters: 6008, time: 0.295, data: 0.017) G_GAN: 4.094 G_L1: 4.213 D_real: 0.010 D_fake: 0.058 +(epoch: 88, iters: 6108, time: 0.297, data: 0.020) G_GAN: 4.630 G_L1: 5.078 D_real: 0.001 D_fake: 0.167 +(epoch: 88, iters: 6208, time: 0.423, data: 0.019) G_GAN: 2.803 G_L1: 4.664 D_real: 0.000 D_fake: 0.221 +(epoch: 88, iters: 6308, time: 0.301, data: 0.019) G_GAN: 4.389 G_L1: 7.505 D_real: 0.000 D_fake: 0.107 +(epoch: 88, iters: 6408, time: 0.278, data: 0.018) G_GAN: 2.796 G_L1: 4.005 D_real: 0.000 D_fake: 0.335 +(epoch: 88, iters: 6508, time: 0.304, data: 0.015) G_GAN: 3.940 G_L1: 7.621 D_real: 0.002 D_fake: 0.144 +(epoch: 88, iters: 6608, time: 0.632, data: 0.018) G_GAN: 1.906 G_L1: 3.775 D_real: 0.000 D_fake: 0.808 +(epoch: 88, iters: 6708, time: 0.301, data: 0.018) G_GAN: 1.948 G_L1: 3.654 D_real: 0.075 D_fake: 0.639 +(epoch: 88, iters: 6808, time: 0.304, data: 0.019) G_GAN: 2.979 G_L1: 8.862 D_real: 0.106 D_fake: 0.396 +(epoch: 88, iters: 6908, time: 0.296, data: 0.020) G_GAN: 2.299 G_L1: 4.191 D_real: 0.178 D_fake: 0.406 +(epoch: 88, iters: 7008, time: 0.400, data: 0.019) G_GAN: 2.918 G_L1: 4.282 D_real: 0.000 D_fake: 0.213 +(epoch: 88, iters: 7108, time: 0.305, data: 0.017) G_GAN: 4.004 G_L1: 3.851 D_real: 0.001 D_fake: 0.230 +(epoch: 88, iters: 7208, time: 0.294, data: 0.021) G_GAN: 4.899 G_L1: 6.308 D_real: 0.000 D_fake: 0.054 +(epoch: 88, iters: 7308, time: 0.303, data: 0.019) G_GAN: 2.395 G_L1: 3.222 D_real: 0.418 D_fake: 0.179 +(epoch: 88, iters: 7408, time: 0.411, data: 0.018) G_GAN: 3.900 G_L1: 5.965 D_real: 0.000 D_fake: 0.185 +(epoch: 88, iters: 7508, time: 0.293, data: 0.018) G_GAN: 2.530 G_L1: 6.435 D_real: 0.806 D_fake: 0.123 +(epoch: 88, iters: 7608, time: 0.300, data: 0.018) G_GAN: 2.803 G_L1: 5.489 D_real: 0.000 D_fake: 0.161 +(epoch: 88, iters: 7708, time: 0.289, data: 0.017) G_GAN: 2.890 G_L1: 3.527 D_real: 0.002 D_fake: 0.131 +(epoch: 88, iters: 7808, time: 0.417, data: 0.019) G_GAN: 2.299 G_L1: 4.124 D_real: 0.006 D_fake: 0.238 +(epoch: 88, iters: 7908, time: 0.299, data: 0.019) G_GAN: 2.438 G_L1: 5.299 D_real: 0.000 D_fake: 0.409 +(epoch: 88, iters: 8008, time: 0.301, data: 0.019) G_GAN: 2.527 G_L1: 2.581 D_real: 0.328 D_fake: 0.226 +(epoch: 88, iters: 8108, time: 0.284, data: 0.017) G_GAN: 3.530 G_L1: 4.229 D_real: 0.000 D_fake: 0.076 +(epoch: 88, iters: 8208, time: 0.410, data: 0.017) G_GAN: 2.608 G_L1: 4.503 D_real: 0.000 D_fake: 0.121 +(epoch: 88, iters: 8308, time: 0.274, data: 0.017) G_GAN: 2.212 G_L1: 4.208 D_real: 0.002 D_fake: 0.490 +(epoch: 88, iters: 8408, time: 0.280, data: 0.018) G_GAN: 2.930 G_L1: 6.287 D_real: 0.002 D_fake: 0.347 +(epoch: 88, iters: 8508, time: 0.290, data: 0.017) G_GAN: 3.030 G_L1: 6.945 D_real: 0.002 D_fake: 0.171 +(epoch: 88, iters: 8608, time: 0.656, data: 0.018) G_GAN: 3.480 G_L1: 4.769 D_real: 0.001 D_fake: 0.041 +(epoch: 88, iters: 8708, time: 0.294, data: 0.019) G_GAN: 1.469 G_L1: 4.414 D_real: 0.004 D_fake: 0.494 +(epoch: 88, iters: 8808, time: 0.299, data: 0.020) G_GAN: 3.133 G_L1: 4.619 D_real: 0.000 D_fake: 0.157 +(epoch: 88, iters: 8908, time: 0.296, data: 0.018) G_GAN: 3.382 G_L1: 4.366 D_real: 0.001 D_fake: 0.390 +(epoch: 88, iters: 9008, time: 0.418, data: 0.023) G_GAN: 2.590 G_L1: 5.250 D_real: 0.241 D_fake: 0.397 +(epoch: 88, iters: 9108, time: 0.286, data: 0.020) G_GAN: 3.172 G_L1: 5.552 D_real: 0.000 D_fake: 0.155 +(epoch: 88, iters: 9208, time: 0.302, data: 0.021) G_GAN: 3.123 G_L1: 4.015 D_real: 0.792 D_fake: 0.305 +(epoch: 88, iters: 9308, time: 0.292, data: 0.019) G_GAN: 2.977 G_L1: 4.475 D_real: 0.035 D_fake: 0.226 +(epoch: 88, iters: 9408, time: 0.413, data: 0.019) G_GAN: 2.116 G_L1: 3.269 D_real: 0.754 D_fake: 0.252 +(epoch: 88, iters: 9508, time: 0.292, data: 0.018) G_GAN: 2.046 G_L1: 3.367 D_real: 1.432 D_fake: 0.188 +(epoch: 88, iters: 9608, time: 0.306, data: 0.018) G_GAN: 1.765 G_L1: 3.951 D_real: 0.000 D_fake: 0.364 +(epoch: 88, iters: 9708, time: 0.302, data: 0.018) G_GAN: 2.508 G_L1: 9.127 D_real: 0.066 D_fake: 0.184 +(epoch: 88, iters: 9808, time: 0.417, data: 0.020) G_GAN: 4.479 G_L1: 4.257 D_real: 0.000 D_fake: 0.031 +(epoch: 88, iters: 9908, time: 0.302, data: 0.019) G_GAN: 2.540 G_L1: 3.279 D_real: 0.002 D_fake: 0.377 +(epoch: 88, iters: 10008, time: 0.300, data: 0.020) G_GAN: 2.052 G_L1: 5.427 D_real: 0.000 D_fake: 0.317 +(epoch: 88, iters: 10108, time: 0.292, data: 0.019) G_GAN: 2.646 G_L1: 4.421 D_real: 0.066 D_fake: 0.265 +(epoch: 88, iters: 10208, time: 0.386, data: 0.019) G_GAN: 2.697 G_L1: 4.322 D_real: 0.305 D_fake: 0.592 +(epoch: 88, iters: 10308, time: 0.292, data: 0.019) G_GAN: 1.814 G_L1: 4.518 D_real: 0.000 D_fake: 1.114 +(epoch: 88, iters: 10408, time: 0.296, data: 0.019) G_GAN: 2.146 G_L1: 3.840 D_real: 0.001 D_fake: 0.447 +(epoch: 88, iters: 10508, time: 0.297, data: 0.019) G_GAN: 3.142 G_L1: 2.849 D_real: 0.126 D_fake: 0.151 +(epoch: 88, iters: 10608, time: 0.589, data: 0.021) G_GAN: 3.149 G_L1: 3.629 D_real: 0.057 D_fake: 0.287 +(epoch: 88, iters: 10708, time: 0.302, data: 0.019) G_GAN: 3.288 G_L1: 5.882 D_real: 0.000 D_fake: 0.241 +(epoch: 88, iters: 10808, time: 0.294, data: 0.019) G_GAN: 2.734 G_L1: 7.711 D_real: 0.001 D_fake: 0.168 +(epoch: 88, iters: 10908, time: 0.299, data: 0.018) G_GAN: 3.564 G_L1: 4.516 D_real: 0.000 D_fake: 0.100 +(epoch: 88, iters: 11008, time: 0.388, data: 0.019) G_GAN: 2.716 G_L1: 4.546 D_real: 0.549 D_fake: 0.224 +(epoch: 88, iters: 11108, time: 0.284, data: 0.022) G_GAN: 1.925 G_L1: 4.482 D_real: 0.000 D_fake: 0.577 +(epoch: 88, iters: 11208, time: 0.294, data: 0.019) G_GAN: 3.139 G_L1: 5.639 D_real: 0.000 D_fake: 0.156 +(epoch: 88, iters: 11308, time: 0.300, data: 0.018) G_GAN: 3.177 G_L1: 6.813 D_real: 0.000 D_fake: 0.101 +(epoch: 88, iters: 11408, time: 0.410, data: 0.019) G_GAN: 2.953 G_L1: 5.225 D_real: 0.000 D_fake: 0.276 +(epoch: 88, iters: 11508, time: 0.301, data: 0.018) G_GAN: 2.577 G_L1: 5.349 D_real: 0.001 D_fake: 0.242 +(epoch: 88, iters: 11608, time: 0.300, data: 0.020) G_GAN: 2.944 G_L1: 4.718 D_real: 0.000 D_fake: 0.209 +(epoch: 88, iters: 11708, time: 0.301, data: 0.019) G_GAN: 3.062 G_L1: 5.748 D_real: 0.000 D_fake: 0.238 +(epoch: 88, iters: 11808, time: 0.414, data: 0.019) G_GAN: 2.648 G_L1: 3.965 D_real: 0.000 D_fake: 0.248 +(epoch: 88, iters: 11908, time: 0.301, data: 0.019) G_GAN: 2.217 G_L1: 7.734 D_real: 0.000 D_fake: 0.704 +(epoch: 88, iters: 12008, time: 0.279, data: 0.019) G_GAN: 2.141 G_L1: 4.964 D_real: 0.000 D_fake: 1.036 +(epoch: 88, iters: 12108, time: 0.297, data: 0.016) G_GAN: 2.543 G_L1: 8.030 D_real: 0.000 D_fake: 0.222 +(epoch: 88, iters: 12208, time: 0.413, data: 0.019) G_GAN: 3.371 G_L1: 5.671 D_real: 0.000 D_fake: 0.595 +(epoch: 88, iters: 12308, time: 0.293, data: 0.018) G_GAN: 2.011 G_L1: 5.466 D_real: 0.000 D_fake: 0.277 +(epoch: 88, iters: 12408, time: 0.287, data: 0.020) G_GAN: 1.328 G_L1: 7.324 D_real: 0.000 D_fake: 0.339 +(epoch: 88, iters: 12508, time: 0.299, data: 0.018) G_GAN: 2.274 G_L1: 4.041 D_real: 0.000 D_fake: 0.242 +(epoch: 88, iters: 12608, time: 0.583, data: 0.020) G_GAN: 1.903 G_L1: 4.297 D_real: 0.000 D_fake: 0.663 +(epoch: 88, iters: 12708, time: 0.301, data: 0.018) G_GAN: 2.474 G_L1: 5.504 D_real: 0.000 D_fake: 0.253 +(epoch: 88, iters: 12808, time: 0.302, data: 0.019) G_GAN: 2.306 G_L1: 4.362 D_real: 0.000 D_fake: 0.173 +(epoch: 88, iters: 12908, time: 0.282, data: 0.020) G_GAN: 1.988 G_L1: 4.019 D_real: 0.039 D_fake: 0.612 +(epoch: 88, iters: 13008, time: 0.411, data: 0.016) G_GAN: 2.977 G_L1: 5.464 D_real: 0.000 D_fake: 0.159 +(epoch: 88, iters: 13108, time: 0.293, data: 0.019) G_GAN: 3.582 G_L1: 9.931 D_real: 0.000 D_fake: 0.170 +(epoch: 88, iters: 13208, time: 0.294, data: 0.019) G_GAN: 2.062 G_L1: 4.583 D_real: 0.000 D_fake: 0.416 +(epoch: 88, iters: 13308, time: 0.305, data: 0.019) G_GAN: 2.535 G_L1: 10.015 D_real: 0.018 D_fake: 0.355 +(epoch: 88, iters: 13408, time: 0.379, data: 0.020) G_GAN: 3.040 G_L1: 4.059 D_real: 0.000 D_fake: 0.219 +(epoch: 88, iters: 13508, time: 0.297, data: 0.019) G_GAN: 1.398 G_L1: 3.470 D_real: 0.028 D_fake: 0.638 +(epoch: 88, iters: 13608, time: 0.290, data: 0.018) G_GAN: 3.670 G_L1: 6.001 D_real: 0.002 D_fake: 0.227 +(epoch: 88, iters: 13708, time: 0.286, data: 0.020) G_GAN: 3.115 G_L1: 5.347 D_real: 0.000 D_fake: 0.146 +(epoch: 88, iters: 13808, time: 0.393, data: 0.016) G_GAN: 1.419 G_L1: 4.408 D_real: 0.000 D_fake: 0.804 +(epoch: 88, iters: 13908, time: 0.302, data: 0.023) G_GAN: 1.403 G_L1: 4.559 D_real: 0.000 D_fake: 0.616 +(epoch: 88, iters: 14008, time: 0.288, data: 0.019) G_GAN: 3.051 G_L1: 6.136 D_real: 0.000 D_fake: 0.261 +(epoch: 88, iters: 14108, time: 0.279, data: 0.018) G_GAN: 1.811 G_L1: 5.296 D_real: 0.000 D_fake: 0.498 +(epoch: 88, iters: 14208, time: 0.397, data: 0.017) G_GAN: 2.446 G_L1: 4.275 D_real: 0.000 D_fake: 0.204 +(epoch: 88, iters: 14308, time: 0.291, data: 0.017) G_GAN: 3.155 G_L1: 4.537 D_real: 0.001 D_fake: 0.081 +(epoch: 88, iters: 14408, time: 0.298, data: 0.018) G_GAN: 1.212 G_L1: 4.677 D_real: 0.000 D_fake: 0.648 +(epoch: 88, iters: 14508, time: 0.298, data: 0.018) G_GAN: 1.706 G_L1: 4.185 D_real: 0.006 D_fake: 0.583 +(epoch: 88, iters: 14608, time: 0.627, data: 0.018) G_GAN: 1.243 G_L1: 5.378 D_real: 0.000 D_fake: 0.959 +(epoch: 88, iters: 14708, time: 0.293, data: 0.022) G_GAN: 1.746 G_L1: 4.429 D_real: 0.000 D_fake: 1.008 +(epoch: 88, iters: 14808, time: 0.293, data: 0.017) G_GAN: 3.437 G_L1: 5.365 D_real: 0.000 D_fake: 0.161 +(epoch: 88, iters: 14908, time: 0.289, data: 0.018) G_GAN: 2.130 G_L1: 6.704 D_real: 0.000 D_fake: 0.345 +(epoch: 88, iters: 15008, time: 0.399, data: 0.018) G_GAN: 3.346 G_L1: 15.327 D_real: 0.000 D_fake: 0.231 +(epoch: 88, iters: 15108, time: 0.276, data: 0.018) G_GAN: 1.706 G_L1: 4.445 D_real: 0.000 D_fake: 1.238 +(epoch: 88, iters: 15208, time: 0.289, data: 0.016) G_GAN: 2.691 G_L1: 5.138 D_real: 0.000 D_fake: 0.321 +(epoch: 88, iters: 15308, time: 0.293, data: 0.017) G_GAN: 2.326 G_L1: 4.647 D_real: 0.000 D_fake: 0.343 +(epoch: 88, iters: 15408, time: 0.409, data: 0.017) G_GAN: 2.859 G_L1: 5.708 D_real: 0.005 D_fake: 0.094 +(epoch: 88, iters: 15508, time: 0.291, data: 0.017) G_GAN: 2.528 G_L1: 6.155 D_real: 0.009 D_fake: 0.161 +(epoch: 88, iters: 15608, time: 0.295, data: 0.020) G_GAN: 3.102 G_L1: 4.779 D_real: 0.000 D_fake: 0.214 +(epoch: 88, iters: 15708, time: 0.293, data: 0.018) G_GAN: 1.987 G_L1: 11.326 D_real: 0.013 D_fake: 0.652 +(epoch: 88, iters: 15808, time: 0.407, data: 0.018) G_GAN: 2.762 G_L1: 8.196 D_real: 0.001 D_fake: 0.279 +(epoch: 88, iters: 15908, time: 0.294, data: 0.019) G_GAN: 2.949 G_L1: 4.990 D_real: 0.000 D_fake: 0.108 +(epoch: 88, iters: 16008, time: 0.295, data: 0.019) G_GAN: 1.894 G_L1: 4.480 D_real: 0.000 D_fake: 0.386 +(epoch: 88, iters: 16108, time: 0.297, data: 0.019) G_GAN: 2.369 G_L1: 5.252 D_real: 0.008 D_fake: 0.162 +(epoch: 88, iters: 16208, time: 0.421, data: 0.019) G_GAN: 1.707 G_L1: 4.257 D_real: 0.000 D_fake: 0.419 +(epoch: 88, iters: 16308, time: 0.293, data: 0.019) G_GAN: 1.524 G_L1: 5.038 D_real: 0.000 D_fake: 0.971 +(epoch: 88, iters: 16408, time: 0.291, data: 0.018) G_GAN: 3.498 G_L1: 5.132 D_real: 0.000 D_fake: 0.094 +(epoch: 88, iters: 16508, time: 0.286, data: 0.017) G_GAN: 1.215 G_L1: 3.342 D_real: 0.002 D_fake: 0.875 +(epoch: 88, iters: 16608, time: 0.620, data: 0.016) G_GAN: 2.828 G_L1: 4.508 D_real: 0.000 D_fake: 0.182 +(epoch: 88, iters: 16708, time: 0.295, data: 0.019) G_GAN: 2.090 G_L1: 4.468 D_real: 0.007 D_fake: 0.221 +(epoch: 88, iters: 16808, time: 0.297, data: 0.019) G_GAN: 1.564 G_L1: 5.266 D_real: 0.000 D_fake: 0.389 +(epoch: 88, iters: 16908, time: 0.294, data: 0.019) G_GAN: 1.770 G_L1: 5.380 D_real: 0.000 D_fake: 0.308 +(epoch: 88, iters: 17008, time: 0.395, data: 0.016) G_GAN: 1.652 G_L1: 3.667 D_real: 0.000 D_fake: 0.296 +(epoch: 88, iters: 17108, time: 0.284, data: 0.015) G_GAN: 1.761 G_L1: 4.122 D_real: 0.000 D_fake: 0.257 +(epoch: 88, iters: 17208, time: 0.291, data: 0.017) G_GAN: 2.540 G_L1: 4.052 D_real: 0.000 D_fake: 0.489 +(epoch: 88, iters: 17308, time: 0.293, data: 0.017) G_GAN: 2.887 G_L1: 4.356 D_real: 0.007 D_fake: 0.253 +(epoch: 88, iters: 17408, time: 0.385, data: 0.019) G_GAN: 2.355 G_L1: 6.203 D_real: 0.003 D_fake: 0.247 +(epoch: 88, iters: 17508, time: 0.287, data: 0.015) G_GAN: 1.848 G_L1: 5.811 D_real: 0.000 D_fake: 0.616 +(epoch: 88, iters: 17608, time: 0.293, data: 0.017) G_GAN: 1.847 G_L1: 4.414 D_real: 0.000 D_fake: 0.269 +(epoch: 88, iters: 17708, time: 0.293, data: 0.017) G_GAN: 1.801 G_L1: 5.652 D_real: 0.001 D_fake: 0.250 +(epoch: 88, iters: 17808, time: 0.402, data: 0.018) G_GAN: 1.334 G_L1: 4.956 D_real: 0.000 D_fake: 1.138 +(epoch: 88, iters: 17908, time: 0.286, data: 0.017) G_GAN: 1.770 G_L1: 8.342 D_real: 0.000 D_fake: 0.539 +(epoch: 88, iters: 18008, time: 0.296, data: 0.017) G_GAN: 1.069 G_L1: 4.406 D_real: 0.000 D_fake: 0.817 +(epoch: 88, iters: 18108, time: 0.282, data: 0.018) G_GAN: 1.876 G_L1: 5.084 D_real: 0.000 D_fake: 0.466 +(epoch: 88, iters: 18208, time: 0.428, data: 0.016) G_GAN: 2.865 G_L1: 14.345 D_real: 0.000 D_fake: 0.177 +(epoch: 88, iters: 18308, time: 0.296, data: 0.019) G_GAN: 1.520 G_L1: 5.811 D_real: 0.000 D_fake: 0.782 +(epoch: 88, iters: 18408, time: 0.289, data: 0.020) G_GAN: 1.695 G_L1: 5.071 D_real: 0.005 D_fake: 0.309 +(epoch: 88, iters: 18508, time: 0.296, data: 0.021) G_GAN: 2.169 G_L1: 4.051 D_real: 0.000 D_fake: 0.703 +(epoch: 88, iters: 18608, time: 0.605, data: 0.019) G_GAN: 1.529 G_L1: 3.593 D_real: 0.001 D_fake: 0.418 +(epoch: 88, iters: 18708, time: 0.275, data: 0.018) G_GAN: 1.268 G_L1: 8.350 D_real: 0.000 D_fake: 1.452 +(epoch: 88, iters: 18808, time: 0.283, data: 0.018) G_GAN: 1.343 G_L1: 4.292 D_real: 0.000 D_fake: 0.616 +(epoch: 88, iters: 18908, time: 0.290, data: 0.016) G_GAN: 1.437 G_L1: 4.751 D_real: 0.000 D_fake: 0.817 +(epoch: 88, iters: 19008, time: 0.406, data: 0.017) G_GAN: 1.882 G_L1: 4.465 D_real: 0.000 D_fake: 0.488 +(epoch: 88, iters: 19108, time: 0.294, data: 0.018) G_GAN: 1.704 G_L1: 4.142 D_real: 0.086 D_fake: 0.250 +(epoch: 88, iters: 19208, time: 0.287, data: 0.020) G_GAN: 1.788 G_L1: 5.765 D_real: 0.000 D_fake: 0.340 +(epoch: 88, iters: 19308, time: 0.296, data: 0.018) G_GAN: 1.700 G_L1: 5.081 D_real: 0.001 D_fake: 0.470 +(epoch: 88, iters: 19408, time: 0.417, data: 0.017) G_GAN: 1.784 G_L1: 5.410 D_real: 0.000 D_fake: 0.431 +(epoch: 88, iters: 19508, time: 0.274, data: 0.019) G_GAN: 1.714 G_L1: 5.024 D_real: 0.000 D_fake: 0.567 +(epoch: 88, iters: 19608, time: 0.290, data: 0.015) G_GAN: 1.512 G_L1: 6.069 D_real: 0.008 D_fake: 0.467 +(epoch: 88, iters: 19708, time: 0.291, data: 0.019) G_GAN: 1.702 G_L1: 3.601 D_real: 0.002 D_fake: 0.245 +(epoch: 88, iters: 19808, time: 0.409, data: 0.017) G_GAN: 1.034 G_L1: 3.758 D_real: 0.002 D_fake: 0.711 +(epoch: 88, iters: 19908, time: 0.293, data: 0.018) G_GAN: 1.422 G_L1: 3.000 D_real: 0.000 D_fake: 0.714 +(epoch: 88, iters: 20008, time: 0.296, data: 0.018) G_GAN: 1.493 G_L1: 5.907 D_real: 0.000 D_fake: 0.583 +(epoch: 88, iters: 20108, time: 0.287, data: 0.019) G_GAN: 1.116 G_L1: 4.722 D_real: 0.000 D_fake: 0.419 +(epoch: 88, iters: 20208, time: 0.383, data: 0.017) G_GAN: 1.766 G_L1: 3.765 D_real: 0.000 D_fake: 0.420 +(epoch: 88, iters: 20308, time: 0.284, data: 0.017) G_GAN: 1.301 G_L1: 3.433 D_real: 0.001 D_fake: 0.571 +(epoch: 88, iters: 20408, time: 0.297, data: 0.017) G_GAN: 1.887 G_L1: 5.374 D_real: 0.006 D_fake: 0.443 +(epoch: 88, iters: 20508, time: 0.290, data: 0.018) G_GAN: 1.052 G_L1: 4.861 D_real: 0.000 D_fake: 1.108 +(epoch: 88, iters: 20608, time: 0.579, data: 0.017) G_GAN: 1.164 G_L1: 4.100 D_real: 0.001 D_fake: 0.818 +(epoch: 88, iters: 20708, time: 0.275, data: 0.016) G_GAN: 2.437 G_L1: 3.885 D_real: 0.000 D_fake: 0.248 +(epoch: 88, iters: 20808, time: 0.269, data: 0.015) G_GAN: 1.534 G_L1: 3.993 D_real: 0.000 D_fake: 0.400 +(epoch: 88, iters: 20908, time: 0.290, data: 0.015) G_GAN: 1.190 G_L1: 4.177 D_real: 0.007 D_fake: 1.215 +(epoch: 88, iters: 21008, time: 0.415, data: 0.016) G_GAN: 2.989 G_L1: 5.469 D_real: 0.000 D_fake: 0.558 +(epoch: 88, iters: 21108, time: 0.295, data: 0.019) G_GAN: 1.915 G_L1: 7.059 D_real: 0.005 D_fake: 0.405 +(epoch: 88, iters: 21208, time: 0.297, data: 0.018) G_GAN: 1.725 G_L1: 4.801 D_real: 0.004 D_fake: 0.534 +(epoch: 88, iters: 21308, time: 0.294, data: 0.018) G_GAN: 1.899 G_L1: 6.599 D_real: 0.000 D_fake: 0.590 +(epoch: 88, iters: 21408, time: 0.372, data: 0.019) G_GAN: 0.898 G_L1: 4.601 D_real: 0.004 D_fake: 0.967 +(epoch: 88, iters: 21508, time: 0.297, data: 0.016) G_GAN: 2.193 G_L1: 6.448 D_real: 0.000 D_fake: 0.371 +(epoch: 88, iters: 21608, time: 0.295, data: 0.019) G_GAN: 1.535 G_L1: 4.259 D_real: 0.000 D_fake: 0.491 +(epoch: 88, iters: 21708, time: 0.290, data: 0.018) G_GAN: 1.886 G_L1: 6.703 D_real: 0.005 D_fake: 0.292 +(epoch: 88, iters: 21808, time: 0.401, data: 0.018) G_GAN: 1.125 G_L1: 4.771 D_real: 0.000 D_fake: 0.648 +(epoch: 88, iters: 21908, time: 0.294, data: 0.018) G_GAN: 2.020 G_L1: 4.544 D_real: 0.013 D_fake: 0.634 +(epoch: 88, iters: 22008, time: 0.278, data: 0.017) G_GAN: 2.706 G_L1: 5.974 D_real: 0.000 D_fake: 0.458 +(epoch: 88, iters: 22108, time: 0.296, data: 0.017) G_GAN: 2.160 G_L1: 5.518 D_real: 0.000 D_fake: 0.331 +(epoch: 88, iters: 22208, time: 0.374, data: 0.017) G_GAN: 3.056 G_L1: 5.650 D_real: 0.000 D_fake: 0.275 +(epoch: 88, iters: 22308, time: 0.287, data: 0.020) G_GAN: 2.052 G_L1: 4.060 D_real: 0.001 D_fake: 0.310 +(epoch: 88, iters: 22408, time: 0.298, data: 0.018) G_GAN: 1.522 G_L1: 4.037 D_real: 0.000 D_fake: 0.497 +(epoch: 88, iters: 22508, time: 0.285, data: 0.018) G_GAN: 1.625 G_L1: 3.987 D_real: 0.000 D_fake: 0.298 +(epoch: 88, iters: 22608, time: 0.612, data: 0.017) G_GAN: 1.257 G_L1: 4.566 D_real: 0.001 D_fake: 0.654 +(epoch: 88, iters: 22708, time: 0.294, data: 0.018) G_GAN: 1.693 G_L1: 4.409 D_real: 0.000 D_fake: 0.291 +(epoch: 88, iters: 22808, time: 0.289, data: 0.020) G_GAN: 2.626 G_L1: 5.134 D_real: 0.011 D_fake: 0.413 +(epoch: 88, iters: 22908, time: 0.290, data: 0.019) G_GAN: 3.002 G_L1: 6.183 D_real: 0.001 D_fake: 0.800 +(epoch: 88, iters: 23008, time: 0.405, data: 0.019) G_GAN: 1.615 G_L1: 6.957 D_real: 0.021 D_fake: 0.994 +(epoch: 88, iters: 23108, time: 0.294, data: 0.019) G_GAN: 1.150 G_L1: 6.149 D_real: 0.005 D_fake: 0.849 +(epoch: 88, iters: 23208, time: 0.286, data: 0.020) G_GAN: 1.274 G_L1: 3.448 D_real: 0.000 D_fake: 0.378 +(epoch: 88, iters: 23308, time: 0.295, data: 0.018) G_GAN: 1.376 G_L1: 7.720 D_real: 0.001 D_fake: 0.604 +(epoch: 88, iters: 23408, time: 0.404, data: 0.020) G_GAN: 0.847 G_L1: 4.181 D_real: 0.001 D_fake: 1.082 +(epoch: 88, iters: 23508, time: 0.277, data: 0.017) G_GAN: 1.227 G_L1: 5.026 D_real: 0.001 D_fake: 0.532 +(epoch: 88, iters: 23608, time: 0.265, data: 0.017) G_GAN: 1.168 G_L1: 5.265 D_real: 0.000 D_fake: 0.817 +(epoch: 88, iters: 23708, time: 0.297, data: 0.018) G_GAN: 1.396 G_L1: 3.484 D_real: 0.013 D_fake: 0.437 +(epoch: 88, iters: 23808, time: 0.410, data: 0.020) G_GAN: 2.227 G_L1: 5.598 D_real: 0.000 D_fake: 0.369 +(epoch: 88, iters: 23908, time: 0.302, data: 0.019) G_GAN: 1.562 G_L1: 3.400 D_real: 0.009 D_fake: 0.460 +(epoch: 88, iters: 24008, time: 0.301, data: 0.022) G_GAN: 1.515 G_L1: 5.354 D_real: 0.000 D_fake: 0.449 +(epoch: 88, iters: 24108, time: 0.301, data: 0.019) G_GAN: 0.920 G_L1: 4.412 D_real: 0.000 D_fake: 1.040 +(epoch: 88, iters: 24208, time: 0.402, data: 0.020) G_GAN: 3.099 G_L1: 6.705 D_real: 0.015 D_fake: 0.359 +(epoch: 88, iters: 24308, time: 0.297, data: 0.020) G_GAN: 1.559 G_L1: 4.765 D_real: 0.000 D_fake: 0.515 +(epoch: 88, iters: 24408, time: 0.293, data: 0.021) G_GAN: 1.476 G_L1: 4.218 D_real: 0.000 D_fake: 0.325 +(epoch: 88, iters: 24508, time: 0.304, data: 0.019) G_GAN: 1.698 G_L1: 4.454 D_real: 0.000 D_fake: 0.457 +(epoch: 88, iters: 24608, time: 0.610, data: 0.023) G_GAN: 2.136 G_L1: 6.711 D_real: 0.001 D_fake: 0.414 +(epoch: 88, iters: 24708, time: 0.303, data: 0.018) G_GAN: 1.328 G_L1: 3.843 D_real: 0.001 D_fake: 0.464 +(epoch: 88, iters: 24808, time: 0.303, data: 0.019) G_GAN: 1.060 G_L1: 4.264 D_real: 0.000 D_fake: 1.361 +(epoch: 88, iters: 24908, time: 0.297, data: 0.019) G_GAN: 1.331 G_L1: 4.505 D_real: 0.000 D_fake: 0.531 +(epoch: 88, iters: 25008, time: 0.428, data: 0.021) G_GAN: 1.342 G_L1: 5.768 D_real: 0.001 D_fake: 0.636 +(epoch: 88, iters: 25108, time: 0.303, data: 0.018) G_GAN: 2.068 G_L1: 4.484 D_real: 0.003 D_fake: 0.328 +(epoch: 88, iters: 25208, time: 0.294, data: 0.020) G_GAN: 1.589 G_L1: 5.251 D_real: 0.000 D_fake: 0.493 +(epoch: 88, iters: 25308, time: 0.293, data: 0.018) G_GAN: 2.220 G_L1: 5.330 D_real: 0.000 D_fake: 0.648 +(epoch: 88, iters: 25408, time: 0.428, data: 0.019) G_GAN: 1.623 G_L1: 3.954 D_real: 0.000 D_fake: 0.486 +(epoch: 88, iters: 25508, time: 0.298, data: 0.020) G_GAN: 1.634 G_L1: 6.214 D_real: 0.004 D_fake: 0.632 +(epoch: 88, iters: 25608, time: 0.294, data: 0.021) G_GAN: 1.540 G_L1: 5.173 D_real: 0.000 D_fake: 0.500 +(epoch: 88, iters: 25708, time: 0.300, data: 0.017) G_GAN: 1.474 G_L1: 5.546 D_real: 0.004 D_fake: 0.732 +(epoch: 88, iters: 25808, time: 0.412, data: 0.019) G_GAN: 1.625 G_L1: 6.123 D_real: 0.000 D_fake: 0.527 +(epoch: 88, iters: 25908, time: 0.305, data: 0.020) G_GAN: 1.780 G_L1: 4.880 D_real: 0.001 D_fake: 0.898 +(epoch: 88, iters: 26008, time: 0.298, data: 0.019) G_GAN: 0.974 G_L1: 5.042 D_real: 0.016 D_fake: 0.799 +(epoch: 88, iters: 26108, time: 0.293, data: 0.020) G_GAN: 1.120 G_L1: 3.995 D_real: 0.000 D_fake: 0.721 +(epoch: 88, iters: 26208, time: 0.422, data: 0.020) G_GAN: 1.768 G_L1: 4.423 D_real: 0.005 D_fake: 0.275 +(epoch: 88, iters: 26308, time: 0.299, data: 0.023) G_GAN: 1.398 G_L1: 3.835 D_real: 0.000 D_fake: 0.498 +(epoch: 88, iters: 26408, time: 0.306, data: 0.019) G_GAN: 1.625 G_L1: 6.203 D_real: 0.001 D_fake: 0.396 +(epoch: 88, iters: 26508, time: 0.306, data: 0.019) G_GAN: 1.157 G_L1: 4.693 D_real: 0.000 D_fake: 0.591 +(epoch: 88, iters: 26608, time: 0.635, data: 0.018) G_GAN: 1.040 G_L1: 5.061 D_real: 0.000 D_fake: 0.701 +(epoch: 88, iters: 26708, time: 0.309, data: 0.019) G_GAN: 1.435 G_L1: 3.492 D_real: 0.000 D_fake: 0.661 +(epoch: 88, iters: 26808, time: 0.303, data: 0.021) G_GAN: 1.369 G_L1: 3.783 D_real: 0.005 D_fake: 0.629 +(epoch: 88, iters: 26908, time: 0.302, data: 0.019) G_GAN: 1.265 G_L1: 6.877 D_real: 0.000 D_fake: 0.806 +(epoch: 88, iters: 27008, time: 0.423, data: 0.019) G_GAN: 1.157 G_L1: 4.063 D_real: 0.000 D_fake: 0.671 +(epoch: 88, iters: 27108, time: 0.303, data: 0.019) G_GAN: 2.204 G_L1: 4.283 D_real: 0.001 D_fake: 0.323 +(epoch: 88, iters: 27208, time: 0.294, data: 0.019) G_GAN: 1.215 G_L1: 3.700 D_real: 0.000 D_fake: 0.574 +(epoch: 88, iters: 27308, time: 0.304, data: 0.019) G_GAN: 1.239 G_L1: 3.478 D_real: 0.003 D_fake: 0.751 +(epoch: 88, iters: 27408, time: 0.421, data: 0.020) G_GAN: 1.135 G_L1: 4.323 D_real: 0.000 D_fake: 0.664 +(epoch: 88, iters: 27508, time: 0.303, data: 0.019) G_GAN: 2.034 G_L1: 5.049 D_real: 0.002 D_fake: 0.248 +(epoch: 88, iters: 27608, time: 0.302, data: 0.020) G_GAN: 1.220 G_L1: 4.176 D_real: 0.000 D_fake: 0.638 +(epoch: 88, iters: 27708, time: 0.293, data: 0.019) G_GAN: 1.118 G_L1: 4.717 D_real: 0.012 D_fake: 0.893 +(epoch: 88, iters: 27808, time: 0.405, data: 0.018) G_GAN: 1.422 G_L1: 3.285 D_real: 0.009 D_fake: 0.386 +(epoch: 88, iters: 27908, time: 0.299, data: 0.018) G_GAN: 2.472 G_L1: 5.276 D_real: 0.001 D_fake: 0.282 +(epoch: 88, iters: 28008, time: 0.301, data: 0.020) G_GAN: 1.541 G_L1: 4.766 D_real: 0.000 D_fake: 0.513 +(epoch: 88, iters: 28108, time: 0.310, data: 0.019) G_GAN: 0.736 G_L1: 3.985 D_real: 0.010 D_fake: 0.889 +(epoch: 88, iters: 28208, time: 0.423, data: 0.022) G_GAN: 1.164 G_L1: 3.321 D_real: 0.000 D_fake: 0.556 +(epoch: 88, iters: 28308, time: 0.297, data: 0.019) G_GAN: 1.366 G_L1: 3.756 D_real: 0.000 D_fake: 0.909 +(epoch: 88, iters: 28408, time: 0.304, data: 0.020) G_GAN: 1.726 G_L1: 4.291 D_real: 0.003 D_fake: 0.243 +(epoch: 88, iters: 28508, time: 0.308, data: 0.019) G_GAN: 1.357 G_L1: 3.778 D_real: 0.013 D_fake: 0.813 +(epoch: 88, iters: 28608, time: 0.562, data: 0.020) G_GAN: 1.234 G_L1: 5.218 D_real: 0.000 D_fake: 0.685 +(epoch: 88, iters: 28708, time: 0.306, data: 0.020) G_GAN: 1.339 G_L1: 5.157 D_real: 0.000 D_fake: 0.477 +(epoch: 88, iters: 28808, time: 0.301, data: 0.021) G_GAN: 1.486 G_L1: 4.421 D_real: 0.007 D_fake: 0.600 +(epoch: 88, iters: 28908, time: 0.295, data: 0.020) G_GAN: 1.609 G_L1: 4.537 D_real: 0.000 D_fake: 0.434 +(epoch: 88, iters: 29008, time: 0.418, data: 0.019) G_GAN: 1.537 G_L1: 5.358 D_real: 0.000 D_fake: 0.797 +(epoch: 88, iters: 29108, time: 0.302, data: 0.022) G_GAN: 2.779 G_L1: 5.720 D_real: 0.035 D_fake: 0.401 +(epoch: 88, iters: 29208, time: 0.289, data: 0.020) G_GAN: 1.569 G_L1: 4.398 D_real: 0.002 D_fake: 0.437 +(epoch: 88, iters: 29308, time: 0.302, data: 0.018) G_GAN: 1.283 G_L1: 3.517 D_real: 0.004 D_fake: 0.524 +(epoch: 88, iters: 29408, time: 0.384, data: 0.019) G_GAN: 0.997 G_L1: 3.609 D_real: 0.000 D_fake: 0.745 +(epoch: 88, iters: 29508, time: 0.301, data: 0.018) G_GAN: 1.257 G_L1: 4.377 D_real: 0.001 D_fake: 0.499 +(epoch: 88, iters: 29608, time: 0.301, data: 0.018) G_GAN: 1.819 G_L1: 4.826 D_real: 0.000 D_fake: 0.386 +(epoch: 88, iters: 29708, time: 0.294, data: 0.020) G_GAN: 1.367 G_L1: 5.468 D_real: 0.000 D_fake: 1.294 +(epoch: 88, iters: 29808, time: 0.391, data: 0.020) G_GAN: 1.787 G_L1: 4.560 D_real: 0.000 D_fake: 0.303 +(epoch: 88, iters: 29908, time: 0.296, data: 0.020) G_GAN: 1.759 G_L1: 4.403 D_real: 0.003 D_fake: 0.288 +(epoch: 88, iters: 30008, time: 0.301, data: 0.020) G_GAN: 2.144 G_L1: 5.795 D_real: 0.130 D_fake: 0.590 +(epoch: 88, iters: 30108, time: 0.305, data: 0.025) G_GAN: 1.253 G_L1: 4.414 D_real: 0.002 D_fake: 0.996 +(epoch: 88, iters: 30208, time: 0.417, data: 0.020) G_GAN: 0.938 G_L1: 4.762 D_real: 0.000 D_fake: 0.647 +(epoch: 88, iters: 30308, time: 0.292, data: 0.019) G_GAN: 1.140 G_L1: 3.207 D_real: 0.012 D_fake: 0.624 +(epoch: 88, iters: 30408, time: 0.294, data: 0.020) G_GAN: 1.344 G_L1: 4.328 D_real: 0.003 D_fake: 0.692 +(epoch: 88, iters: 30508, time: 0.300, data: 0.020) G_GAN: 1.306 G_L1: 4.628 D_real: 0.000 D_fake: 0.636 +(epoch: 88, iters: 30608, time: 0.590, data: 0.020) G_GAN: 1.985 G_L1: 5.684 D_real: 0.000 D_fake: 0.337 +(epoch: 88, iters: 30708, time: 0.294, data: 0.020) G_GAN: 0.996 G_L1: 4.733 D_real: 0.000 D_fake: 1.046 +(epoch: 88, iters: 30808, time: 0.296, data: 0.021) G_GAN: 1.420 G_L1: 3.805 D_real: 0.003 D_fake: 0.401 +(epoch: 88, iters: 30908, time: 0.301, data: 0.020) G_GAN: 0.924 G_L1: 4.321 D_real: 0.000 D_fake: 0.789 +(epoch: 88, iters: 31008, time: 0.396, data: 0.019) G_GAN: 1.522 G_L1: 4.005 D_real: 0.000 D_fake: 0.327 +(epoch: 88, iters: 31108, time: 0.301, data: 0.020) G_GAN: 1.575 G_L1: 3.618 D_real: 0.013 D_fake: 0.328 +(epoch: 88, iters: 31208, time: 0.289, data: 0.020) G_GAN: 1.289 G_L1: 3.925 D_real: 0.002 D_fake: 0.505 +(epoch: 88, iters: 31308, time: 0.305, data: 0.019) G_GAN: 1.518 G_L1: 6.391 D_real: 0.000 D_fake: 0.477 +(epoch: 88, iters: 31408, time: 0.422, data: 0.020) G_GAN: 2.098 G_L1: 5.753 D_real: 0.006 D_fake: 0.354 +(epoch: 88, iters: 31508, time: 0.303, data: 0.020) G_GAN: 1.221 G_L1: 5.128 D_real: 0.000 D_fake: 0.560 +(epoch: 88, iters: 31608, time: 0.301, data: 0.020) G_GAN: 1.393 G_L1: 4.078 D_real: 0.006 D_fake: 0.473 +(epoch: 88, iters: 31708, time: 0.298, data: 0.020) G_GAN: 2.639 G_L1: 6.120 D_real: 0.002 D_fake: 0.542 +(epoch: 88, iters: 31808, time: 0.419, data: 0.020) G_GAN: 1.278 G_L1: 4.342 D_real: 0.001 D_fake: 0.655 +(epoch: 88, iters: 31908, time: 0.294, data: 0.019) G_GAN: 2.150 G_L1: 5.601 D_real: 0.018 D_fake: 0.745 +(epoch: 88, iters: 32008, time: 0.304, data: 0.021) G_GAN: 1.911 G_L1: 4.699 D_real: 0.000 D_fake: 0.414 +(epoch: 88, iters: 32108, time: 0.292, data: 0.021) G_GAN: 1.612 G_L1: 4.460 D_real: 0.000 D_fake: 0.466 +(epoch: 88, iters: 32208, time: 0.416, data: 0.020) G_GAN: 1.327 G_L1: 4.137 D_real: 0.005 D_fake: 0.544 +(epoch: 88, iters: 32308, time: 0.295, data: 0.018) G_GAN: 1.337 G_L1: 3.648 D_real: 0.000 D_fake: 0.377 +(epoch: 88, iters: 32408, time: 0.299, data: 0.019) G_GAN: 0.809 G_L1: 3.744 D_real: 0.000 D_fake: 1.051 +(epoch: 88, iters: 32508, time: 0.302, data: 0.020) G_GAN: 1.184 G_L1: 4.741 D_real: 0.001 D_fake: 1.900 +(epoch: 88, iters: 32608, time: 0.628, data: 0.020) G_GAN: 2.850 G_L1: 7.268 D_real: 0.001 D_fake: 0.408 +(epoch: 88, iters: 32708, time: 0.303, data: 0.020) G_GAN: 2.717 G_L1: 6.320 D_real: 0.001 D_fake: 0.309 +(epoch: 88, iters: 32808, time: 0.300, data: 0.020) G_GAN: 2.090 G_L1: 4.896 D_real: 0.000 D_fake: 0.405 +(epoch: 88, iters: 32908, time: 0.300, data: 0.021) G_GAN: 1.478 G_L1: 5.424 D_real: 0.011 D_fake: 0.612 +(epoch: 88, iters: 33008, time: 0.394, data: 0.020) G_GAN: 0.973 G_L1: 3.997 D_real: 0.000 D_fake: 0.975 +(epoch: 88, iters: 33108, time: 0.303, data: 0.021) G_GAN: 1.626 G_L1: 4.963 D_real: 0.041 D_fake: 0.967 +(epoch: 88, iters: 33208, time: 0.309, data: 0.019) G_GAN: 1.029 G_L1: 5.075 D_real: 0.011 D_fake: 0.872 +(epoch: 88, iters: 33308, time: 0.298, data: 0.020) G_GAN: 1.066 G_L1: 4.498 D_real: 0.000 D_fake: 0.739 +(epoch: 88, iters: 33408, time: 0.418, data: 0.018) G_GAN: 1.990 G_L1: 4.512 D_real: 0.000 D_fake: 0.408 +(epoch: 88, iters: 33508, time: 0.303, data: 0.019) G_GAN: 1.287 G_L1: 4.538 D_real: 0.000 D_fake: 0.483 +(epoch: 88, iters: 33608, time: 0.304, data: 0.021) G_GAN: 1.776 G_L1: 5.360 D_real: 0.000 D_fake: 0.313 +(epoch: 88, iters: 33708, time: 0.292, data: 0.021) G_GAN: 1.630 G_L1: 4.768 D_real: 0.000 D_fake: 0.336 +(epoch: 88, iters: 33808, time: 0.413, data: 0.020) G_GAN: 1.957 G_L1: 7.224 D_real: 0.002 D_fake: 1.566 +(epoch: 88, iters: 33908, time: 0.309, data: 0.024) G_GAN: 1.086 G_L1: 2.975 D_real: 0.002 D_fake: 0.514 +(epoch: 88, iters: 34008, time: 0.307, data: 0.020) G_GAN: 1.602 G_L1: 6.638 D_real: 0.001 D_fake: 0.639 +(epoch: 88, iters: 34108, time: 0.296, data: 0.021) G_GAN: 2.046 G_L1: 5.045 D_real: 0.000 D_fake: 0.463 +(epoch: 88, iters: 34208, time: 0.368, data: 0.020) G_GAN: 1.549 G_L1: 4.205 D_real: 0.001 D_fake: 0.407 +(epoch: 88, iters: 34308, time: 0.302, data: 0.020) G_GAN: 1.576 G_L1: 3.876 D_real: 0.001 D_fake: 0.348 +(epoch: 88, iters: 34408, time: 0.305, data: 0.020) G_GAN: 1.745 G_L1: 5.768 D_real: 0.001 D_fake: 0.823 +(epoch: 88, iters: 34508, time: 0.291, data: 0.021) G_GAN: 1.711 G_L1: 5.885 D_real: 0.000 D_fake: 0.464 +(epoch: 88, iters: 34608, time: 0.562, data: 0.021) G_GAN: 0.960 G_L1: 5.216 D_real: 0.000 D_fake: 0.688 +(epoch: 88, iters: 34708, time: 0.300, data: 0.018) G_GAN: 1.033 G_L1: 5.057 D_real: 0.001 D_fake: 0.961 +(epoch: 88, iters: 34808, time: 0.294, data: 0.019) G_GAN: 1.060 G_L1: 3.539 D_real: 0.002 D_fake: 0.459 +(epoch: 88, iters: 34908, time: 0.299, data: 0.018) G_GAN: 1.379 G_L1: 5.106 D_real: 0.003 D_fake: 0.831 +(epoch: 88, iters: 35008, time: 0.383, data: 0.020) G_GAN: 1.182 G_L1: 3.431 D_real: 0.004 D_fake: 0.549 +(epoch: 88, iters: 35108, time: 0.289, data: 0.018) G_GAN: 1.443 G_L1: 11.441 D_real: 0.004 D_fake: 0.361 +(epoch: 88, iters: 35208, time: 0.290, data: 0.017) G_GAN: 1.140 G_L1: 5.162 D_real: 0.000 D_fake: 0.705 +(epoch: 88, iters: 35308, time: 0.298, data: 0.018) G_GAN: 1.861 G_L1: 4.628 D_real: 0.002 D_fake: 0.884 +(epoch: 88, iters: 35408, time: 0.428, data: 0.021) G_GAN: 4.126 G_L1: 7.911 D_real: 0.058 D_fake: 0.099 +(epoch: 88, iters: 35508, time: 0.293, data: 0.021) G_GAN: 2.279 G_L1: 4.119 D_real: 0.129 D_fake: 0.439 +(epoch: 88, iters: 35608, time: 0.305, data: 0.020) G_GAN: 2.168 G_L1: 3.150 D_real: 0.164 D_fake: 0.291 +(epoch: 88, iters: 35708, time: 0.282, data: 0.022) G_GAN: 1.662 G_L1: 7.350 D_real: 0.006 D_fake: 0.825 +(epoch: 88, iters: 35808, time: 0.378, data: 0.018) G_GAN: 1.389 G_L1: 4.518 D_real: 0.000 D_fake: 0.665 +(epoch: 88, iters: 35908, time: 0.302, data: 0.018) G_GAN: 1.669 G_L1: 4.025 D_real: 0.004 D_fake: 0.310 +(epoch: 88, iters: 36008, time: 0.296, data: 0.019) G_GAN: 4.369 G_L1: 8.340 D_real: 0.000 D_fake: 0.056 +(epoch: 88, iters: 36108, time: 0.299, data: 0.019) G_GAN: 1.604 G_L1: 5.695 D_real: 0.004 D_fake: 0.457 +(epoch: 88, iters: 36208, time: 0.415, data: 0.023) G_GAN: 1.782 G_L1: 3.578 D_real: 0.001 D_fake: 0.306 +(epoch: 88, iters: 36308, time: 0.302, data: 0.018) G_GAN: 1.999 G_L1: 4.399 D_real: 0.000 D_fake: 0.395 +(epoch: 88, iters: 36408, time: 0.288, data: 0.020) G_GAN: 1.777 G_L1: 5.435 D_real: 0.002 D_fake: 0.424 +(epoch: 88, iters: 36508, time: 0.298, data: 0.018) G_GAN: 1.142 G_L1: 4.710 D_real: 0.001 D_fake: 0.653 +(epoch: 88, iters: 36608, time: 0.586, data: 0.018) G_GAN: 2.035 G_L1: 5.650 D_real: 0.004 D_fake: 0.360 +(epoch: 88, iters: 36708, time: 0.285, data: 0.019) G_GAN: 1.504 G_L1: 4.963 D_real: 0.022 D_fake: 0.551 +(epoch: 88, iters: 36808, time: 0.298, data: 0.017) G_GAN: 1.903 G_L1: 6.613 D_real: 0.020 D_fake: 0.353 +(epoch: 88, iters: 36908, time: 0.303, data: 0.020) G_GAN: 0.972 G_L1: 3.695 D_real: 0.004 D_fake: 0.709 +(epoch: 88, iters: 37008, time: 0.394, data: 0.020) G_GAN: 1.230 G_L1: 4.825 D_real: 0.000 D_fake: 0.635 +(epoch: 88, iters: 37108, time: 0.300, data: 0.019) G_GAN: 1.604 G_L1: 5.141 D_real: 0.000 D_fake: 0.458 +(epoch: 88, iters: 37208, time: 0.302, data: 0.018) G_GAN: 2.664 G_L1: 4.492 D_real: 0.024 D_fake: 0.132 +(epoch: 88, iters: 37308, time: 0.300, data: 0.019) G_GAN: 1.602 G_L1: 5.142 D_real: 0.002 D_fake: 0.531 +(epoch: 88, iters: 37408, time: 0.412, data: 0.019) G_GAN: 1.921 G_L1: 7.978 D_real: 0.008 D_fake: 0.365 +(epoch: 88, iters: 37508, time: 0.295, data: 0.020) G_GAN: 1.636 G_L1: 4.084 D_real: 0.000 D_fake: 0.352 +(epoch: 88, iters: 37608, time: 0.289, data: 0.019) G_GAN: 1.540 G_L1: 3.666 D_real: 0.001 D_fake: 0.348 +(epoch: 88, iters: 37708, time: 0.295, data: 0.017) G_GAN: 0.875 G_L1: 4.061 D_real: 0.004 D_fake: 0.684 +(epoch: 88, iters: 37808, time: 0.367, data: 0.017) G_GAN: 1.856 G_L1: 5.263 D_real: 0.000 D_fake: 0.267 +(epoch: 88, iters: 37908, time: 0.302, data: 0.018) G_GAN: 1.405 G_L1: 3.773 D_real: 0.005 D_fake: 0.458 +(epoch: 88, iters: 38008, time: 0.295, data: 0.019) G_GAN: 1.033 G_L1: 4.288 D_real: 0.002 D_fake: 0.741 +(epoch: 88, iters: 38108, time: 0.295, data: 0.021) G_GAN: 1.349 G_L1: 4.659 D_real: 0.000 D_fake: 0.477 +(epoch: 88, iters: 38208, time: 0.413, data: 0.019) G_GAN: 1.379 G_L1: 5.042 D_real: 0.006 D_fake: 0.577 +(epoch: 88, iters: 38308, time: 0.302, data: 0.020) G_GAN: 1.416 G_L1: 4.821 D_real: 0.004 D_fake: 0.784 +(epoch: 88, iters: 38408, time: 0.288, data: 0.020) G_GAN: 1.788 G_L1: 5.663 D_real: 0.000 D_fake: 0.335 +(epoch: 88, iters: 38508, time: 0.294, data: 0.020) G_GAN: 1.448 G_L1: 6.648 D_real: 0.010 D_fake: 0.488 +(epoch: 88, iters: 38608, time: 0.610, data: 0.018) G_GAN: 1.835 G_L1: 7.541 D_real: 0.054 D_fake: 0.438 +(epoch: 88, iters: 38708, time: 0.303, data: 0.019) G_GAN: 1.782 G_L1: 7.656 D_real: 0.004 D_fake: 0.422 +(epoch: 88, iters: 38808, time: 0.300, data: 0.021) G_GAN: 1.029 G_L1: 3.990 D_real: 0.001 D_fake: 0.667 +(epoch: 88, iters: 38908, time: 0.302, data: 0.020) G_GAN: 1.550 G_L1: 4.387 D_real: 0.000 D_fake: 0.461 +(epoch: 88, iters: 39008, time: 0.422, data: 0.020) G_GAN: 1.059 G_L1: 3.946 D_real: 0.001 D_fake: 0.538 +(epoch: 88, iters: 39108, time: 0.296, data: 0.019) G_GAN: 1.418 G_L1: 5.586 D_real: 0.000 D_fake: 0.379 +(epoch: 88, iters: 39208, time: 0.297, data: 0.018) G_GAN: 1.702 G_L1: 4.425 D_real: 0.007 D_fake: 0.265 +(epoch: 88, iters: 39308, time: 0.286, data: 0.018) G_GAN: 1.172 G_L1: 4.424 D_real: 0.008 D_fake: 0.604 +(epoch: 88, iters: 39408, time: 0.402, data: 0.017) G_GAN: 1.104 G_L1: 3.714 D_real: 0.000 D_fake: 0.578 +(epoch: 88, iters: 39508, time: 0.299, data: 0.019) G_GAN: 1.088 G_L1: 3.671 D_real: 0.000 D_fake: 0.592 +(epoch: 88, iters: 39608, time: 0.303, data: 0.020) G_GAN: 1.520 G_L1: 6.513 D_real: 0.006 D_fake: 0.648 +(epoch: 88, iters: 39708, time: 0.294, data: 0.020) G_GAN: 1.003 G_L1: 4.658 D_real: 0.000 D_fake: 0.882 +(epoch: 88, iters: 39808, time: 0.431, data: 0.018) G_GAN: 2.245 G_L1: 5.264 D_real: 0.000 D_fake: 0.331 +(epoch: 88, iters: 39908, time: 0.286, data: 0.019) G_GAN: 1.148 G_L1: 4.563 D_real: 0.000 D_fake: 0.725 +(epoch: 88, iters: 40008, time: 0.300, data: 0.019) G_GAN: 0.940 G_L1: 4.806 D_real: 0.000 D_fake: 0.770 +(epoch: 88, iters: 40108, time: 0.299, data: 0.020) G_GAN: 1.643 G_L1: 4.483 D_real: 0.006 D_fake: 0.298 +(epoch: 88, iters: 40208, time: 0.412, data: 0.018) G_GAN: 1.881 G_L1: 5.146 D_real: 0.003 D_fake: 0.514 +(epoch: 88, iters: 40308, time: 0.302, data: 0.019) G_GAN: 1.699 G_L1: 4.524 D_real: 0.029 D_fake: 0.380 +(epoch: 88, iters: 40408, time: 0.308, data: 0.019) G_GAN: 2.094 G_L1: 5.658 D_real: 0.017 D_fake: 0.373 +(epoch: 88, iters: 40508, time: 0.303, data: 0.020) G_GAN: 1.627 G_L1: 4.508 D_real: 0.001 D_fake: 0.465 +(epoch: 88, iters: 40608, time: 0.628, data: 0.019) G_GAN: 1.682 G_L1: 4.267 D_real: 0.004 D_fake: 0.315 +(epoch: 88, iters: 40708, time: 0.300, data: 0.020) G_GAN: 1.331 G_L1: 5.110 D_real: 0.002 D_fake: 0.552 +(epoch: 88, iters: 40808, time: 0.308, data: 0.021) G_GAN: 1.342 G_L1: 4.435 D_real: 0.000 D_fake: 0.472 +(epoch: 88, iters: 40908, time: 0.302, data: 0.020) G_GAN: 1.006 G_L1: 3.344 D_real: 0.007 D_fake: 0.650 +(epoch: 88, iters: 41008, time: 0.418, data: 0.019) G_GAN: 1.188 G_L1: 4.082 D_real: 0.001 D_fake: 0.645 +(epoch: 88, iters: 41108, time: 0.298, data: 0.019) G_GAN: 1.179 G_L1: 3.647 D_real: 0.006 D_fake: 0.777 +(epoch: 88, iters: 41208, time: 0.301, data: 0.020) G_GAN: 1.380 G_L1: 5.515 D_real: 0.001 D_fake: 0.655 +(epoch: 88, iters: 41308, time: 0.288, data: 0.019) G_GAN: 1.026 G_L1: 4.220 D_real: 0.006 D_fake: 0.466 +(epoch: 88, iters: 41408, time: 0.412, data: 0.020) G_GAN: 1.597 G_L1: 4.818 D_real: 0.000 D_fake: 0.481 +(epoch: 88, iters: 41508, time: 0.304, data: 0.018) G_GAN: 2.651 G_L1: 6.870 D_real: 0.013 D_fake: 0.531 +(epoch: 88, iters: 41608, time: 0.303, data: 0.022) G_GAN: 1.688 G_L1: 5.284 D_real: 0.000 D_fake: 0.273 +(epoch: 88, iters: 41708, time: 0.302, data: 0.020) G_GAN: 1.091 G_L1: 5.229 D_real: 0.000 D_fake: 0.742 +(epoch: 88, iters: 41808, time: 0.423, data: 0.020) G_GAN: 1.413 G_L1: 5.268 D_real: 0.000 D_fake: 0.858 +(epoch: 88, iters: 41908, time: 0.303, data: 0.020) G_GAN: 1.311 G_L1: 4.707 D_real: 0.005 D_fake: 0.697 +(epoch: 88, iters: 42008, time: 0.304, data: 0.021) G_GAN: 1.383 G_L1: 5.161 D_real: 0.002 D_fake: 0.566 +(epoch: 88, iters: 42108, time: 0.303, data: 0.020) G_GAN: 1.376 G_L1: 4.917 D_real: 0.060 D_fake: 0.510 +(epoch: 88, iters: 42208, time: 0.407, data: 0.019) G_GAN: 1.013 G_L1: 3.605 D_real: 0.003 D_fake: 0.552 +(epoch: 88, iters: 42308, time: 0.304, data: 0.019) G_GAN: 1.522 G_L1: 3.603 D_real: 0.019 D_fake: 0.291 +(epoch: 88, iters: 42408, time: 0.296, data: 0.020) G_GAN: 1.325 G_L1: 11.384 D_real: 0.228 D_fake: 1.068 +(epoch: 88, iters: 42508, time: 0.296, data: 0.024) G_GAN: 1.977 G_L1: 5.375 D_real: 0.005 D_fake: 0.387 +(epoch: 88, iters: 42608, time: 0.636, data: 0.018) G_GAN: 1.830 G_L1: 5.316 D_real: 0.000 D_fake: 0.329 +(epoch: 88, iters: 42708, time: 0.304, data: 0.019) G_GAN: 1.561 G_L1: 4.596 D_real: 0.000 D_fake: 0.431 +(epoch: 88, iters: 42808, time: 0.303, data: 0.020) G_GAN: 1.447 G_L1: 6.305 D_real: 0.013 D_fake: 0.617 +(epoch: 88, iters: 42908, time: 0.304, data: 0.020) G_GAN: 1.368 G_L1: 4.926 D_real: 0.004 D_fake: 0.604 +(epoch: 88, iters: 43008, time: 0.406, data: 0.019) G_GAN: 1.574 G_L1: 4.131 D_real: 0.001 D_fake: 0.455 +(epoch: 88, iters: 43108, time: 0.304, data: 0.017) G_GAN: 1.492 G_L1: 3.911 D_real: 0.000 D_fake: 0.414 +(epoch: 88, iters: 43208, time: 0.293, data: 0.020) G_GAN: 1.580 G_L1: 4.667 D_real: 0.001 D_fake: 0.403 +(epoch: 88, iters: 43308, time: 0.302, data: 0.018) G_GAN: 1.147 G_L1: 4.011 D_real: 0.004 D_fake: 0.670 +(epoch: 88, iters: 43408, time: 0.414, data: 0.020) G_GAN: 1.338 G_L1: 3.393 D_real: 0.000 D_fake: 0.563 +(epoch: 88, iters: 43508, time: 0.300, data: 0.018) G_GAN: 2.409 G_L1: 7.040 D_real: 0.033 D_fake: 0.650 +(epoch: 88, iters: 43608, time: 0.302, data: 0.019) G_GAN: 1.380 G_L1: 4.406 D_real: 0.106 D_fake: 0.719 +(epoch: 88, iters: 43708, time: 0.292, data: 0.020) G_GAN: 0.920 G_L1: 4.186 D_real: 0.000 D_fake: 0.883 +(epoch: 88, iters: 43808, time: 0.388, data: 0.019) G_GAN: 1.869 G_L1: 4.987 D_real: 0.453 D_fake: 0.283 +(epoch: 88, iters: 43908, time: 0.293, data: 0.016) G_GAN: 1.244 G_L1: 4.153 D_real: 0.000 D_fake: 0.548 +(epoch: 88, iters: 44008, time: 0.288, data: 0.018) G_GAN: 1.317 G_L1: 4.373 D_real: 0.000 D_fake: 0.406 +(epoch: 88, iters: 44108, time: 0.292, data: 0.018) G_GAN: 2.494 G_L1: 5.803 D_real: 0.010 D_fake: 0.368 +(epoch: 88, iters: 44208, time: 0.377, data: 0.018) G_GAN: 2.227 G_L1: 5.256 D_real: 0.007 D_fake: 0.348 +(epoch: 88, iters: 44308, time: 0.297, data: 0.017) G_GAN: 1.665 G_L1: 4.006 D_real: 0.096 D_fake: 0.383 +(epoch: 88, iters: 44408, time: 0.296, data: 0.021) G_GAN: 1.400 G_L1: 4.149 D_real: 0.003 D_fake: 0.384 +(epoch: 88, iters: 44508, time: 0.303, data: 0.019) G_GAN: 1.930 G_L1: 3.879 D_real: 0.114 D_fake: 0.427 +(epoch: 88, iters: 44608, time: 0.649, data: 0.019) G_GAN: 2.405 G_L1: 3.126 D_real: 0.271 D_fake: 0.178 +(epoch: 88, iters: 44708, time: 0.286, data: 0.019) G_GAN: 1.694 G_L1: 4.056 D_real: 0.007 D_fake: 0.320 +(epoch: 88, iters: 44808, time: 0.303, data: 0.017) G_GAN: 2.059 G_L1: 5.077 D_real: 0.317 D_fake: 0.299 +(epoch: 88, iters: 44908, time: 0.297, data: 0.021) G_GAN: 2.232 G_L1: 4.562 D_real: 0.005 D_fake: 0.210 +(epoch: 88, iters: 45008, time: 0.420, data: 0.019) G_GAN: 1.608 G_L1: 4.511 D_real: 0.001 D_fake: 0.344 +(epoch: 88, iters: 45108, time: 0.303, data: 0.019) G_GAN: 2.837 G_L1: 4.770 D_real: 0.148 D_fake: 0.414 +(epoch: 88, iters: 45208, time: 0.302, data: 0.019) G_GAN: 1.567 G_L1: 4.743 D_real: 0.009 D_fake: 0.363 +(epoch: 88, iters: 45308, time: 0.292, data: 0.019) G_GAN: 1.744 G_L1: 4.084 D_real: 0.031 D_fake: 0.199 +(epoch: 88, iters: 45408, time: 0.408, data: 0.019) G_GAN: 2.595 G_L1: 5.601 D_real: 0.000 D_fake: 0.269 +(epoch: 88, iters: 45508, time: 0.303, data: 0.019) G_GAN: 2.494 G_L1: 6.903 D_real: 0.306 D_fake: 0.258 +(epoch: 88, iters: 45608, time: 0.281, data: 0.018) G_GAN: 1.952 G_L1: 3.241 D_real: 0.142 D_fake: 0.429 +(epoch: 88, iters: 45708, time: 0.289, data: 0.019) G_GAN: 1.899 G_L1: 3.656 D_real: 0.289 D_fake: 0.238 +(epoch: 88, iters: 45808, time: 0.422, data: 0.018) G_GAN: 2.927 G_L1: 4.755 D_real: 0.004 D_fake: 0.373 +(epoch: 88, iters: 45908, time: 0.302, data: 0.020) G_GAN: 2.787 G_L1: 5.391 D_real: 0.266 D_fake: 0.309 +(epoch: 88, iters: 46008, time: 0.300, data: 0.020) G_GAN: 1.183 G_L1: 4.291 D_real: 0.414 D_fake: 0.594 +(epoch: 88, iters: 46108, time: 0.285, data: 0.020) G_GAN: 2.949 G_L1: 7.021 D_real: 0.112 D_fake: 0.172 +(epoch: 88, iters: 46208, time: 0.403, data: 0.017) G_GAN: 3.213 G_L1: 7.494 D_real: 0.221 D_fake: 0.110 +(epoch: 88, iters: 46308, time: 0.301, data: 0.016) G_GAN: 3.765 G_L1: 4.471 D_real: 0.032 D_fake: 0.047 +(epoch: 88, iters: 46408, time: 0.305, data: 0.019) G_GAN: 1.729 G_L1: 4.794 D_real: 0.000 D_fake: 0.364 +(epoch: 88, iters: 46508, time: 0.301, data: 0.019) G_GAN: 1.681 G_L1: 4.570 D_real: 0.066 D_fake: 0.341 +(epoch: 88, iters: 46608, time: 0.648, data: 0.020) G_GAN: 2.077 G_L1: 3.641 D_real: 0.091 D_fake: 0.317 +(epoch: 88, iters: 46708, time: 0.302, data: 0.019) G_GAN: 3.825 G_L1: 3.603 D_real: 0.386 D_fake: 0.546 +(epoch: 88, iters: 46808, time: 0.283, data: 0.021) G_GAN: 3.097 G_L1: 3.437 D_real: 0.042 D_fake: 0.154 +(epoch: 88, iters: 46908, time: 0.285, data: 0.016) G_GAN: 2.148 G_L1: 3.592 D_real: 0.309 D_fake: 0.267 +(epoch: 88, iters: 47008, time: 0.412, data: 0.016) G_GAN: 3.571 G_L1: 3.986 D_real: 0.064 D_fake: 0.177 +(epoch: 88, iters: 47108, time: 0.299, data: 0.018) G_GAN: 2.974 G_L1: 3.289 D_real: 0.583 D_fake: 0.096 +(epoch: 88, iters: 47208, time: 0.305, data: 0.017) G_GAN: 3.024 G_L1: 4.193 D_real: 0.260 D_fake: 0.290 +(epoch: 88, iters: 47308, time: 0.293, data: 0.020) G_GAN: 3.750 G_L1: 4.217 D_real: 0.018 D_fake: 0.108 +(epoch: 88, iters: 47408, time: 0.383, data: 0.018) G_GAN: 3.416 G_L1: 4.424 D_real: 0.170 D_fake: 0.131 +(epoch: 88, iters: 47508, time: 0.303, data: 0.020) G_GAN: 3.074 G_L1: 3.894 D_real: 0.080 D_fake: 0.246 +(epoch: 88, iters: 47608, time: 0.284, data: 0.018) G_GAN: 4.012 G_L1: 4.216 D_real: 0.047 D_fake: 0.114 +(epoch: 88, iters: 47708, time: 0.298, data: 0.019) G_GAN: 3.407 G_L1: 4.434 D_real: 0.021 D_fake: 0.163 +(epoch: 88, iters: 47808, time: 0.417, data: 0.020) G_GAN: 3.192 G_L1: 3.022 D_real: 0.075 D_fake: 0.108 +(epoch: 88, iters: 47908, time: 0.286, data: 0.019) G_GAN: 3.503 G_L1: 4.669 D_real: 0.003 D_fake: 0.135 +(epoch: 88, iters: 48008, time: 0.269, data: 0.019) G_GAN: 3.789 G_L1: 4.204 D_real: 0.084 D_fake: 0.086 +(epoch: 88, iters: 48108, time: 0.289, data: 0.016) G_GAN: 3.005 G_L1: 3.210 D_real: 0.098 D_fake: 0.149 +(epoch: 88, iters: 48208, time: 0.376, data: 0.022) G_GAN: 3.316 G_L1: 4.411 D_real: 0.101 D_fake: 0.126 +(epoch: 88, iters: 48308, time: 0.284, data: 0.018) G_GAN: 4.740 G_L1: 2.603 D_real: 0.053 D_fake: 0.023 +(epoch: 88, iters: 48408, time: 0.287, data: 0.017) G_GAN: 4.460 G_L1: 4.899 D_real: 0.024 D_fake: 0.106 +(epoch: 88, iters: 48508, time: 0.285, data: 0.017) G_GAN: 4.853 G_L1: 3.275 D_real: 0.013 D_fake: 0.090 +(epoch: 88, iters: 48608, time: 0.612, data: 0.015) G_GAN: 2.858 G_L1: 4.353 D_real: 0.038 D_fake: 0.284 +(epoch: 88, iters: 48708, time: 0.300, data: 0.020) G_GAN: 3.254 G_L1: 3.638 D_real: 0.543 D_fake: 0.061 +(epoch: 88, iters: 48808, time: 0.290, data: 0.019) G_GAN: 4.378 G_L1: 4.906 D_real: 0.061 D_fake: 0.047 +(epoch: 88, iters: 48908, time: 0.306, data: 0.019) G_GAN: 3.704 G_L1: 3.541 D_real: 0.003 D_fake: 0.201 +(epoch: 88, iters: 49008, time: 0.380, data: 0.018) G_GAN: 3.875 G_L1: 3.232 D_real: 0.051 D_fake: 0.066 +(epoch: 88, iters: 49108, time: 0.305, data: 0.018) G_GAN: 2.946 G_L1: 4.175 D_real: 0.053 D_fake: 0.208 +(epoch: 88, iters: 49208, time: 0.297, data: 0.019) G_GAN: 2.878 G_L1: 3.872 D_real: 0.258 D_fake: 0.143 +(epoch: 88, iters: 49308, time: 0.293, data: 0.018) G_GAN: 3.562 G_L1: 3.886 D_real: 0.140 D_fake: 0.062 +(epoch: 88, iters: 49408, time: 0.399, data: 0.020) G_GAN: 3.305 G_L1: 2.965 D_real: 0.061 D_fake: 0.122 +(epoch: 88, iters: 49508, time: 0.305, data: 0.020) G_GAN: 2.077 G_L1: 3.969 D_real: 0.976 D_fake: 0.165 +(epoch: 88, iters: 49608, time: 0.294, data: 0.019) G_GAN: 4.337 G_L1: 4.380 D_real: 0.030 D_fake: 0.099 +(epoch: 88, iters: 49708, time: 0.294, data: 0.018) G_GAN: 4.168 G_L1: 3.817 D_real: 0.124 D_fake: 0.084 +(epoch: 88, iters: 49808, time: 0.400, data: 0.020) G_GAN: 4.356 G_L1: 5.073 D_real: 0.070 D_fake: 0.058 +(epoch: 88, iters: 49908, time: 0.301, data: 0.021) G_GAN: 3.087 G_L1: 3.843 D_real: 0.108 D_fake: 0.148 +(epoch: 88, iters: 50008, time: 0.294, data: 0.019) G_GAN: 3.582 G_L1: 2.812 D_real: 0.062 D_fake: 0.101 +(epoch: 88, iters: 50108, time: 0.304, data: 0.019) G_GAN: 3.947 G_L1: 6.511 D_real: 0.072 D_fake: 0.337 +(epoch: 88, iters: 50208, time: 0.414, data: 0.018) G_GAN: 3.106 G_L1: 4.195 D_real: 0.083 D_fake: 0.218 +(epoch: 88, iters: 50308, time: 0.295, data: 0.020) G_GAN: 2.710 G_L1: 2.422 D_real: 0.283 D_fake: 0.106 +(epoch: 88, iters: 50408, time: 0.305, data: 0.020) G_GAN: 3.106 G_L1: 3.407 D_real: 0.641 D_fake: 0.090 +(epoch: 88, iters: 50508, time: 0.306, data: 0.019) G_GAN: 3.147 G_L1: 2.315 D_real: 0.566 D_fake: 0.235 +(epoch: 88, iters: 50608, time: 0.592, data: 0.019) G_GAN: 2.742 G_L1: 2.926 D_real: 0.168 D_fake: 0.270 +(epoch: 88, iters: 50708, time: 0.301, data: 0.019) G_GAN: 3.532 G_L1: 3.340 D_real: 0.230 D_fake: 0.077 +(epoch: 88, iters: 50808, time: 0.295, data: 0.019) G_GAN: 3.378 G_L1: 3.597 D_real: 0.023 D_fake: 0.098 +(epoch: 88, iters: 50908, time: 0.295, data: 0.019) G_GAN: 3.434 G_L1: 2.954 D_real: 0.129 D_fake: 0.079 +(epoch: 88, iters: 51008, time: 0.387, data: 0.019) G_GAN: 3.649 G_L1: 4.453 D_real: 0.027 D_fake: 0.181 +(epoch: 88, iters: 51108, time: 0.304, data: 0.019) G_GAN: 4.071 G_L1: 3.518 D_real: 0.098 D_fake: 0.044 +(epoch: 88, iters: 51208, time: 0.305, data: 0.019) G_GAN: 3.782 G_L1: 3.857 D_real: 0.370 D_fake: 0.053 +(epoch: 88, iters: 51308, time: 0.304, data: 0.019) G_GAN: 3.481 G_L1: 1.962 D_real: 0.282 D_fake: 0.201 +(epoch: 88, iters: 51408, time: 0.425, data: 0.018) G_GAN: 4.595 G_L1: 3.249 D_real: 0.074 D_fake: 0.176 +(epoch: 88, iters: 51508, time: 0.279, data: 0.019) G_GAN: 5.470 G_L1: 6.442 D_real: 0.012 D_fake: 0.015 +(epoch: 88, iters: 51608, time: 0.295, data: 0.017) G_GAN: 4.012 G_L1: 3.281 D_real: 0.009 D_fake: 0.115 +(epoch: 88, iters: 51708, time: 0.293, data: 0.018) G_GAN: 2.577 G_L1: 3.216 D_real: 0.028 D_fake: 0.247 +(epoch: 88, iters: 51808, time: 0.411, data: 0.018) G_GAN: 3.184 G_L1: 4.886 D_real: 0.007 D_fake: 0.267 +(epoch: 88, iters: 51908, time: 0.301, data: 0.020) G_GAN: 3.491 G_L1: 4.616 D_real: 0.134 D_fake: 0.124 +(epoch: 88, iters: 52008, time: 0.302, data: 0.020) G_GAN: 4.261 G_L1: 4.849 D_real: 0.029 D_fake: 0.052 +(epoch: 88, iters: 52108, time: 0.298, data: 0.020) G_GAN: 3.908 G_L1: 3.742 D_real: 0.143 D_fake: 0.072 +(epoch: 88, iters: 52208, time: 0.388, data: 0.019) G_GAN: 4.888 G_L1: 6.278 D_real: 0.384 D_fake: 0.027 +(epoch: 88, iters: 52308, time: 0.305, data: 0.019) G_GAN: 4.292 G_L1: 4.695 D_real: 0.004 D_fake: 0.035 +(epoch: 88, iters: 52408, time: 0.294, data: 0.020) G_GAN: 5.614 G_L1: 5.765 D_real: 0.033 D_fake: 0.039 +(epoch: 88, iters: 52508, time: 0.301, data: 0.019) G_GAN: 4.406 G_L1: 4.033 D_real: 0.014 D_fake: 0.056 +(epoch: 88, iters: 52608, time: 0.589, data: 0.019) G_GAN: 3.999 G_L1: 4.128 D_real: 1.058 D_fake: 0.018 +(epoch: 88, iters: 52708, time: 0.300, data: 0.019) G_GAN: 3.154 G_L1: 4.325 D_real: 0.003 D_fake: 0.307 +(epoch: 88, iters: 52808, time: 0.300, data: 0.020) G_GAN: 3.238 G_L1: 9.314 D_real: 0.000 D_fake: 0.127 +(epoch: 88, iters: 52908, time: 0.298, data: 0.020) G_GAN: 3.776 G_L1: 4.216 D_real: 0.299 D_fake: 0.043 +(epoch: 88, iters: 53008, time: 0.428, data: 0.019) G_GAN: 3.874 G_L1: 5.029 D_real: 0.143 D_fake: 0.069 +(epoch: 88, iters: 53108, time: 0.302, data: 0.019) G_GAN: 3.231 G_L1: 3.442 D_real: 0.258 D_fake: 0.086 +(epoch: 88, iters: 53208, time: 0.299, data: 0.020) G_GAN: 3.680 G_L1: 3.354 D_real: 0.053 D_fake: 0.125 +(epoch: 88, iters: 53308, time: 0.303, data: 0.021) G_GAN: 3.841 G_L1: 3.008 D_real: 0.015 D_fake: 0.099 +(epoch: 88, iters: 53408, time: 0.418, data: 0.019) G_GAN: 3.437 G_L1: 3.020 D_real: 0.160 D_fake: 0.077 +(epoch: 88, iters: 53508, time: 0.301, data: 0.020) G_GAN: 4.280 G_L1: 3.712 D_real: 0.238 D_fake: 0.056 +(epoch: 88, iters: 53608, time: 0.297, data: 0.019) G_GAN: 3.596 G_L1: 3.727 D_real: 0.098 D_fake: 0.116 +(epoch: 88, iters: 53708, time: 0.252, data: 0.019) G_GAN: 2.919 G_L1: 3.229 D_real: 0.155 D_fake: 0.356 +(epoch: 88, iters: 53808, time: 0.393, data: 0.017) G_GAN: 3.152 G_L1: 3.185 D_real: 0.164 D_fake: 0.098 +(epoch: 88, iters: 53908, time: 0.276, data: 0.014) G_GAN: 3.081 G_L1: 4.246 D_real: 0.024 D_fake: 0.436 +(epoch: 88, iters: 54008, time: 0.283, data: 0.016) G_GAN: 3.889 G_L1: 5.468 D_real: 0.087 D_fake: 0.144 +(epoch: 88, iters: 54108, time: 0.272, data: 0.018) G_GAN: 4.139 G_L1: 3.231 D_real: 0.215 D_fake: 0.059 +(epoch: 88, iters: 54208, time: 0.407, data: 0.015) G_GAN: 4.687 G_L1: 3.920 D_real: 0.137 D_fake: 0.081 +(epoch: 88, iters: 54308, time: 0.281, data: 0.017) G_GAN: 3.620 G_L1: 4.395 D_real: 0.230 D_fake: 0.150 +(epoch: 88, iters: 54408, time: 0.280, data: 0.017) G_GAN: 2.714 G_L1: 3.741 D_real: 0.229 D_fake: 0.165 +(epoch: 88, iters: 54508, time: 0.290, data: 0.015) G_GAN: 3.175 G_L1: 2.941 D_real: 0.084 D_fake: 0.254 +(epoch: 88, iters: 54608, time: 0.618, data: 0.018) G_GAN: 3.418 G_L1: 4.538 D_real: 0.061 D_fake: 0.298 +(epoch: 88, iters: 54708, time: 0.284, data: 0.017) G_GAN: 4.979 G_L1: 4.338 D_real: 0.031 D_fake: 0.024 +(epoch: 88, iters: 54808, time: 0.291, data: 0.016) G_GAN: 4.208 G_L1: 3.024 D_real: 0.123 D_fake: 0.030 +(epoch: 88, iters: 54908, time: 0.265, data: 0.017) G_GAN: 3.365 G_L1: 3.593 D_real: 0.016 D_fake: 0.092 +(epoch: 88, iters: 55008, time: 0.406, data: 0.015) G_GAN: 3.747 G_L1: 3.961 D_real: 0.041 D_fake: 0.091 +(epoch: 88, iters: 55108, time: 0.288, data: 0.017) G_GAN: 3.204 G_L1: 5.407 D_real: 0.118 D_fake: 0.117 +(epoch: 88, iters: 55208, time: 0.291, data: 0.018) G_GAN: 2.693 G_L1: 4.336 D_real: 0.227 D_fake: 0.456 +(epoch: 88, iters: 55308, time: 0.284, data: 0.018) G_GAN: 5.656 G_L1: 4.753 D_real: 0.134 D_fake: 0.011 +(epoch: 88, iters: 55408, time: 0.398, data: 0.017) G_GAN: 4.260 G_L1: 5.798 D_real: 0.000 D_fake: 0.069 +(epoch: 88, iters: 55508, time: 0.283, data: 0.015) G_GAN: 4.403 G_L1: 4.279 D_real: 0.096 D_fake: 0.117 +(epoch: 88, iters: 55608, time: 0.282, data: 0.017) G_GAN: 3.391 G_L1: 5.400 D_real: 0.145 D_fake: 0.084 +(epoch: 88, iters: 55708, time: 0.298, data: 0.017) G_GAN: 3.105 G_L1: 3.172 D_real: 0.252 D_fake: 0.127 +(epoch: 88, iters: 55808, time: 0.399, data: 0.017) G_GAN: 3.761 G_L1: 3.333 D_real: 0.181 D_fake: 0.067 +(epoch: 88, iters: 55908, time: 0.292, data: 0.016) G_GAN: 5.364 G_L1: 4.991 D_real: 0.097 D_fake: 0.012 +(epoch: 88, iters: 56008, time: 0.275, data: 0.019) G_GAN: 4.579 G_L1: 4.183 D_real: 0.132 D_fake: 0.049 +(epoch: 88, iters: 56108, time: 0.266, data: 0.015) G_GAN: 3.656 G_L1: 4.361 D_real: 0.044 D_fake: 0.197 +(epoch: 88, iters: 56208, time: 0.391, data: 0.017) G_GAN: 3.566 G_L1: 3.989 D_real: 0.018 D_fake: 0.204 +(epoch: 88, iters: 56308, time: 0.258, data: 0.015) G_GAN: 3.872 G_L1: 4.290 D_real: 0.310 D_fake: 0.049 +(epoch: 88, iters: 56408, time: 0.260, data: 0.014) G_GAN: 2.739 G_L1: 3.755 D_real: 0.197 D_fake: 0.174 +(epoch: 88, iters: 56508, time: 0.282, data: 0.015) G_GAN: 2.590 G_L1: 3.050 D_real: 0.090 D_fake: 0.375 +(epoch: 88, iters: 56608, time: 0.575, data: 0.014) G_GAN: 3.382 G_L1: 6.908 D_real: 0.094 D_fake: 0.151 +(epoch: 88, iters: 56708, time: 0.293, data: 0.018) G_GAN: 4.738 G_L1: 3.119 D_real: 0.215 D_fake: 0.030 +(epoch: 88, iters: 56808, time: 0.294, data: 0.018) G_GAN: 3.718 G_L1: 3.526 D_real: 0.155 D_fake: 0.097 +(epoch: 88, iters: 56908, time: 0.279, data: 0.018) G_GAN: 6.364 G_L1: 5.475 D_real: 0.075 D_fake: 0.042 +(epoch: 88, iters: 57008, time: 0.391, data: 0.017) G_GAN: 4.016 G_L1: 3.703 D_real: 0.014 D_fake: 0.083 +(epoch: 88, iters: 57108, time: 0.293, data: 0.017) G_GAN: 4.205 G_L1: 3.425 D_real: 0.132 D_fake: 0.027 +(epoch: 88, iters: 57208, time: 0.254, data: 0.019) G_GAN: 4.840 G_L1: 3.571 D_real: 0.041 D_fake: 0.079 +(epoch: 88, iters: 57308, time: 0.287, data: 0.016) G_GAN: 2.944 G_L1: 4.166 D_real: 0.037 D_fake: 0.229 +(epoch: 88, iters: 57408, time: 0.408, data: 0.018) G_GAN: 2.609 G_L1: 2.903 D_real: 0.254 D_fake: 0.533 +(epoch: 88, iters: 57508, time: 0.293, data: 0.016) G_GAN: 3.466 G_L1: 3.429 D_real: 0.417 D_fake: 0.073 +(epoch: 88, iters: 57608, time: 0.286, data: 0.017) G_GAN: 3.298 G_L1: 2.765 D_real: 0.106 D_fake: 0.077 +(epoch: 88, iters: 57708, time: 0.285, data: 0.018) G_GAN: 3.948 G_L1: 3.400 D_real: 0.142 D_fake: 0.159 +(epoch: 88, iters: 57808, time: 0.403, data: 0.016) G_GAN: 4.641 G_L1: 5.749 D_real: 0.016 D_fake: 0.040 +(epoch: 88, iters: 57908, time: 0.292, data: 0.018) G_GAN: 3.384 G_L1: 2.861 D_real: 0.021 D_fake: 0.397 +(epoch: 88, iters: 58008, time: 0.292, data: 0.018) G_GAN: 3.128 G_L1: 3.376 D_real: 0.066 D_fake: 0.101 +(epoch: 88, iters: 58108, time: 0.272, data: 0.019) G_GAN: 4.003 G_L1: 4.131 D_real: 0.036 D_fake: 0.068 +(epoch: 88, iters: 58208, time: 0.391, data: 0.016) G_GAN: 3.369 G_L1: 5.647 D_real: 0.097 D_fake: 0.121 +(epoch: 88, iters: 58308, time: 0.294, data: 0.017) G_GAN: 4.697 G_L1: 3.399 D_real: 0.049 D_fake: 0.063 +(epoch: 88, iters: 58408, time: 0.290, data: 0.019) G_GAN: 3.023 G_L1: 4.096 D_real: 0.400 D_fake: 0.224 +(epoch: 88, iters: 58508, time: 0.281, data: 0.017) G_GAN: 3.068 G_L1: 5.117 D_real: 0.034 D_fake: 0.111 +(epoch: 88, iters: 58608, time: 0.603, data: 0.017) G_GAN: 2.841 G_L1: 4.191 D_real: 0.254 D_fake: 0.132 +(epoch: 88, iters: 58708, time: 0.302, data: 0.018) G_GAN: 3.175 G_L1: 5.121 D_real: 0.102 D_fake: 0.640 +(epoch: 88, iters: 58808, time: 0.299, data: 0.019) G_GAN: 4.584 G_L1: 3.348 D_real: 0.277 D_fake: 0.060 +(epoch: 88, iters: 58908, time: 0.286, data: 0.022) G_GAN: 4.509 G_L1: 5.506 D_real: 0.075 D_fake: 0.034 +(epoch: 88, iters: 59008, time: 0.385, data: 0.020) G_GAN: 3.819 G_L1: 2.800 D_real: 0.202 D_fake: 0.053 +(epoch: 88, iters: 59108, time: 0.293, data: 0.018) G_GAN: 3.659 G_L1: 3.861 D_real: 0.161 D_fake: 0.083 +(epoch: 88, iters: 59208, time: 0.281, data: 0.023) G_GAN: 3.744 G_L1: 3.135 D_real: 0.015 D_fake: 0.079 +(epoch: 88, iters: 59308, time: 0.294, data: 0.019) G_GAN: 4.082 G_L1: 5.330 D_real: 0.074 D_fake: 0.049 +(epoch: 88, iters: 59408, time: 0.414, data: 0.018) G_GAN: 4.400 G_L1: 4.811 D_real: 0.164 D_fake: 0.044 +(epoch: 88, iters: 59508, time: 0.305, data: 0.018) G_GAN: 4.887 G_L1: 2.818 D_real: 0.386 D_fake: 0.015 +(epoch: 88, iters: 59608, time: 0.292, data: 0.020) G_GAN: 2.895 G_L1: 3.510 D_real: 0.083 D_fake: 0.317 +(epoch: 88, iters: 59708, time: 0.282, data: 0.021) G_GAN: 4.733 G_L1: 4.242 D_real: 0.002 D_fake: 0.023 +(epoch: 88, iters: 59808, time: 0.390, data: 0.016) G_GAN: 5.199 G_L1: 3.168 D_real: 0.069 D_fake: 0.023 +(epoch: 88, iters: 59908, time: 0.301, data: 0.018) G_GAN: 3.232 G_L1: 3.780 D_real: 0.128 D_fake: 0.267 +(epoch: 88, iters: 60008, time: 0.292, data: 0.019) G_GAN: 3.094 G_L1: 4.072 D_real: 0.604 D_fake: 0.111 +(epoch: 89, iters: 92, time: 0.289, data: 0.019) G_GAN: 4.563 G_L1: 4.207 D_real: 0.365 D_fake: 0.034 +(epoch: 89, iters: 192, time: 0.579, data: 0.018) G_GAN: 3.080 G_L1: 3.287 D_real: 0.096 D_fake: 0.209 +(epoch: 89, iters: 292, time: 0.294, data: 0.020) G_GAN: 3.746 G_L1: 5.278 D_real: 0.024 D_fake: 0.115 +(epoch: 89, iters: 392, time: 0.303, data: 0.020) G_GAN: 3.122 G_L1: 3.478 D_real: 0.053 D_fake: 0.094 +(epoch: 89, iters: 492, time: 0.294, data: 0.020) G_GAN: 4.181 G_L1: 4.451 D_real: 0.015 D_fake: 0.044 +(epoch: 89, iters: 592, time: 0.610, data: 0.020) G_GAN: 3.548 G_L1: 5.232 D_real: 0.007 D_fake: 0.440 +(epoch: 89, iters: 692, time: 0.297, data: 0.018) G_GAN: 2.853 G_L1: 2.429 D_real: 0.045 D_fake: 0.135 +(epoch: 89, iters: 792, time: 0.283, data: 0.019) G_GAN: 2.793 G_L1: 3.321 D_real: 0.021 D_fake: 0.307 +(epoch: 89, iters: 892, time: 0.294, data: 0.019) G_GAN: 2.944 G_L1: 3.590 D_real: 0.304 D_fake: 0.339 +(epoch: 89, iters: 992, time: 0.417, data: 0.020) G_GAN: 3.141 G_L1: 3.201 D_real: 0.228 D_fake: 0.284 +(epoch: 89, iters: 1092, time: 0.301, data: 0.020) G_GAN: 4.047 G_L1: 2.379 D_real: 0.228 D_fake: 0.039 +(epoch: 89, iters: 1192, time: 0.289, data: 0.021) G_GAN: 4.001 G_L1: 3.323 D_real: 0.124 D_fake: 0.125 +(epoch: 89, iters: 1292, time: 0.304, data: 0.021) G_GAN: 3.504 G_L1: 3.324 D_real: 0.410 D_fake: 0.069 +(epoch: 89, iters: 1392, time: 0.392, data: 0.020) G_GAN: 3.879 G_L1: 3.130 D_real: 0.601 D_fake: 0.232 +(epoch: 89, iters: 1492, time: 0.285, data: 0.020) G_GAN: 5.189 G_L1: 4.132 D_real: 0.186 D_fake: 0.146 +(epoch: 89, iters: 1592, time: 0.285, data: 0.020) G_GAN: 3.964 G_L1: 2.591 D_real: 0.176 D_fake: 0.106 +(epoch: 89, iters: 1692, time: 0.298, data: 0.020) G_GAN: 4.177 G_L1: 2.329 D_real: 0.279 D_fake: 0.038 +(epoch: 89, iters: 1792, time: 0.407, data: 0.021) G_GAN: 3.972 G_L1: 3.620 D_real: 0.268 D_fake: 0.046 +(epoch: 89, iters: 1892, time: 0.297, data: 0.020) G_GAN: 4.197 G_L1: 4.008 D_real: 0.011 D_fake: 0.052 +(epoch: 89, iters: 1992, time: 0.296, data: 0.019) G_GAN: 4.631 G_L1: 4.757 D_real: 0.099 D_fake: 0.036 +(epoch: 89, iters: 2092, time: 0.292, data: 0.020) G_GAN: 2.873 G_L1: 6.102 D_real: 0.088 D_fake: 0.179 +(epoch: 89, iters: 2192, time: 0.424, data: 0.018) G_GAN: 4.128 G_L1: 4.015 D_real: 0.032 D_fake: 0.088 +(epoch: 89, iters: 2292, time: 0.299, data: 0.019) G_GAN: 2.983 G_L1: 3.815 D_real: 0.086 D_fake: 0.162 +(epoch: 89, iters: 2392, time: 0.297, data: 0.020) G_GAN: 4.231 G_L1: 3.276 D_real: 0.391 D_fake: 0.024 +(epoch: 89, iters: 2492, time: 0.292, data: 0.022) G_GAN: 4.394 G_L1: 4.019 D_real: 0.046 D_fake: 0.074 +(epoch: 89, iters: 2592, time: 0.635, data: 0.020) G_GAN: 4.179 G_L1: 3.266 D_real: 0.115 D_fake: 0.051 +(epoch: 89, iters: 2692, time: 0.296, data: 0.020) G_GAN: 5.517 G_L1: 4.787 D_real: 0.184 D_fake: 0.019 +(epoch: 89, iters: 2792, time: 0.285, data: 0.020) G_GAN: 3.377 G_L1: 4.356 D_real: 0.004 D_fake: 0.153 +(epoch: 89, iters: 2892, time: 0.297, data: 0.018) G_GAN: 4.531 G_L1: 3.392 D_real: 0.026 D_fake: 0.101 +(epoch: 89, iters: 2992, time: 0.424, data: 0.020) G_GAN: 3.188 G_L1: 3.017 D_real: 0.619 D_fake: 0.066 +(epoch: 89, iters: 3092, time: 0.305, data: 0.021) G_GAN: 4.020 G_L1: 3.706 D_real: 0.036 D_fake: 0.070 +(epoch: 89, iters: 3192, time: 0.298, data: 0.021) G_GAN: 3.206 G_L1: 2.664 D_real: 0.034 D_fake: 0.389 +(epoch: 89, iters: 3292, time: 0.298, data: 0.021) G_GAN: 3.831 G_L1: 6.096 D_real: 0.024 D_fake: 0.127 +(epoch: 89, iters: 3392, time: 0.418, data: 0.019) G_GAN: 3.754 G_L1: 3.124 D_real: 0.025 D_fake: 0.233 +(epoch: 89, iters: 3492, time: 0.299, data: 0.020) G_GAN: 3.354 G_L1: 3.804 D_real: 0.139 D_fake: 0.191 +(epoch: 89, iters: 3592, time: 0.290, data: 0.021) G_GAN: 4.206 G_L1: 4.747 D_real: 0.004 D_fake: 0.053 +(epoch: 89, iters: 3692, time: 0.296, data: 0.020) G_GAN: 4.488 G_L1: 4.144 D_real: 0.036 D_fake: 0.025 +(epoch: 89, iters: 3792, time: 0.399, data: 0.021) G_GAN: 2.830 G_L1: 1.709 D_real: 0.044 D_fake: 0.145 +(epoch: 89, iters: 3892, time: 0.302, data: 0.020) G_GAN: 3.324 G_L1: 4.135 D_real: 0.056 D_fake: 0.141 +(epoch: 89, iters: 3992, time: 0.304, data: 0.020) G_GAN: 4.588 G_L1: 4.245 D_real: 0.207 D_fake: 0.044 +(epoch: 89, iters: 4092, time: 0.302, data: 0.024) G_GAN: 3.920 G_L1: 5.812 D_real: 0.054 D_fake: 0.081 +(epoch: 89, iters: 4192, time: 0.415, data: 0.020) G_GAN: 3.507 G_L1: 3.502 D_real: 0.072 D_fake: 0.066 +(epoch: 89, iters: 4292, time: 0.301, data: 0.020) G_GAN: 4.327 G_L1: 4.771 D_real: 0.361 D_fake: 0.013 +(epoch: 89, iters: 4392, time: 0.302, data: 0.020) G_GAN: 3.721 G_L1: 3.744 D_real: 0.333 D_fake: 0.081 +(epoch: 89, iters: 4492, time: 0.304, data: 0.020) G_GAN: 3.535 G_L1: 3.510 D_real: 0.007 D_fake: 0.147 +(epoch: 89, iters: 4592, time: 0.612, data: 0.020) G_GAN: 3.459 G_L1: 3.202 D_real: 0.636 D_fake: 0.039 +(epoch: 89, iters: 4692, time: 0.303, data: 0.020) G_GAN: 4.002 G_L1: 3.691 D_real: 0.094 D_fake: 0.163 +(epoch: 89, iters: 4792, time: 0.304, data: 0.020) G_GAN: 3.834 G_L1: 3.432 D_real: 0.162 D_fake: 0.048 +(epoch: 89, iters: 4892, time: 0.306, data: 0.021) G_GAN: 3.070 G_L1: 2.205 D_real: 0.079 D_fake: 0.108 +(epoch: 89, iters: 4992, time: 0.381, data: 0.020) G_GAN: 2.879 G_L1: 3.987 D_real: 0.329 D_fake: 0.127 +(epoch: 89, iters: 5092, time: 0.302, data: 0.020) G_GAN: 3.760 G_L1: 4.354 D_real: 0.369 D_fake: 0.049 +(epoch: 89, iters: 5192, time: 0.303, data: 0.019) G_GAN: 5.694 G_L1: 4.760 D_real: 0.020 D_fake: 0.028 +(epoch: 89, iters: 5292, time: 0.305, data: 0.019) G_GAN: 4.703 G_L1: 3.258 D_real: 0.033 D_fake: 0.059 +(epoch: 89, iters: 5392, time: 0.414, data: 0.023) G_GAN: 4.338 G_L1: 3.228 D_real: 0.001 D_fake: 0.057 +(epoch: 89, iters: 5492, time: 0.299, data: 0.019) G_GAN: 3.628 G_L1: 3.942 D_real: 0.221 D_fake: 0.104 +(epoch: 89, iters: 5592, time: 0.303, data: 0.019) G_GAN: 3.809 G_L1: 4.192 D_real: 0.229 D_fake: 0.065 +(epoch: 89, iters: 5692, time: 0.304, data: 0.019) G_GAN: 3.308 G_L1: 4.947 D_real: 0.095 D_fake: 0.324 +(epoch: 89, iters: 5792, time: 0.422, data: 0.019) G_GAN: 2.482 G_L1: 4.205 D_real: 0.223 D_fake: 0.330 +(epoch: 89, iters: 5892, time: 0.296, data: 0.019) G_GAN: 4.874 G_L1: 3.002 D_real: 0.183 D_fake: 0.045 +(epoch: 89, iters: 5992, time: 0.297, data: 0.019) G_GAN: 6.033 G_L1: 4.400 D_real: 0.002 D_fake: 0.030 +(epoch: 89, iters: 6092, time: 0.307, data: 0.020) G_GAN: 4.709 G_L1: 4.977 D_real: 0.022 D_fake: 0.459 +(epoch: 89, iters: 6192, time: 0.382, data: 0.021) G_GAN: 3.676 G_L1: 2.797 D_real: 0.145 D_fake: 0.125 +(epoch: 89, iters: 6292, time: 0.300, data: 0.019) G_GAN: 3.742 G_L1: 4.011 D_real: 0.112 D_fake: 0.059 +(epoch: 89, iters: 6392, time: 0.305, data: 0.021) G_GAN: 3.289 G_L1: 2.932 D_real: 0.035 D_fake: 0.279 +(epoch: 89, iters: 6492, time: 0.296, data: 0.021) G_GAN: 4.365 G_L1: 2.953 D_real: 0.363 D_fake: 0.085 +(epoch: 89, iters: 6592, time: 0.624, data: 0.019) G_GAN: 3.474 G_L1: 2.544 D_real: 0.042 D_fake: 0.082 +(epoch: 89, iters: 6692, time: 0.301, data: 0.022) G_GAN: 4.271 G_L1: 3.555 D_real: 0.010 D_fake: 0.041 +(epoch: 89, iters: 6792, time: 0.303, data: 0.019) G_GAN: 4.227 G_L1: 3.206 D_real: 0.018 D_fake: 0.111 +(epoch: 89, iters: 6892, time: 0.302, data: 0.021) G_GAN: 3.900 G_L1: 2.922 D_real: 0.072 D_fake: 0.059 +(epoch: 89, iters: 6992, time: 0.422, data: 0.019) G_GAN: 4.173 G_L1: 2.492 D_real: 0.047 D_fake: 0.063 +(epoch: 89, iters: 7092, time: 0.303, data: 0.018) G_GAN: 4.100 G_L1: 5.316 D_real: 0.008 D_fake: 0.072 +(epoch: 89, iters: 7192, time: 0.300, data: 0.020) G_GAN: 3.342 G_L1: 3.123 D_real: 0.012 D_fake: 0.137 +(epoch: 89, iters: 7292, time: 0.301, data: 0.019) G_GAN: 5.030 G_L1: 4.045 D_real: 0.083 D_fake: 0.046 +(epoch: 89, iters: 7392, time: 0.414, data: 0.019) G_GAN: 3.793 G_L1: 3.406 D_real: 0.566 D_fake: 0.048 +(epoch: 89, iters: 7492, time: 0.301, data: 0.021) G_GAN: 3.485 G_L1: 2.720 D_real: 0.109 D_fake: 0.087 +(epoch: 89, iters: 7592, time: 0.301, data: 0.019) G_GAN: 5.405 G_L1: 4.697 D_real: 0.050 D_fake: 0.041 +(epoch: 89, iters: 7692, time: 0.301, data: 0.023) G_GAN: 3.199 G_L1: 4.641 D_real: 0.436 D_fake: 0.158 +(epoch: 89, iters: 7792, time: 0.390, data: 0.020) G_GAN: 3.761 G_L1: 3.331 D_real: 0.204 D_fake: 0.092 +(epoch: 89, iters: 7892, time: 0.294, data: 0.027) G_GAN: 3.671 G_L1: 3.460 D_real: 0.099 D_fake: 0.080 +(epoch: 89, iters: 7992, time: 0.300, data: 0.019) G_GAN: 3.772 G_L1: 3.570 D_real: 0.025 D_fake: 0.201 +(epoch: 89, iters: 8092, time: 0.301, data: 0.021) G_GAN: 4.358 G_L1: 4.531 D_real: 0.008 D_fake: 0.151 +(epoch: 89, iters: 8192, time: 0.418, data: 0.019) G_GAN: 5.469 G_L1: 4.188 D_real: 0.002 D_fake: 0.061 +(epoch: 89, iters: 8292, time: 0.301, data: 0.020) G_GAN: 3.933 G_L1: 4.888 D_real: 0.248 D_fake: 0.040 +(epoch: 89, iters: 8392, time: 0.302, data: 0.020) G_GAN: 3.498 G_L1: 3.675 D_real: 0.009 D_fake: 0.187 +(epoch: 89, iters: 8492, time: 0.302, data: 0.019) G_GAN: 4.384 G_L1: 2.782 D_real: 0.004 D_fake: 0.045 +(epoch: 89, iters: 8592, time: 0.619, data: 0.019) G_GAN: 5.389 G_L1: 5.966 D_real: 0.014 D_fake: 0.061 +(epoch: 89, iters: 8692, time: 0.300, data: 0.020) G_GAN: 3.376 G_L1: 3.204 D_real: 0.202 D_fake: 0.531 +(epoch: 89, iters: 8792, time: 0.298, data: 0.020) G_GAN: 4.904 G_L1: 3.732 D_real: 1.281 D_fake: 0.008 +(epoch: 89, iters: 8892, time: 0.299, data: 0.020) G_GAN: 4.333 G_L1: 4.804 D_real: 0.003 D_fake: 0.231 +(epoch: 89, iters: 8992, time: 0.425, data: 0.023) G_GAN: 4.195 G_L1: 3.602 D_real: 0.001 D_fake: 0.069 +(epoch: 89, iters: 9092, time: 0.297, data: 0.019) G_GAN: 4.824 G_L1: 4.458 D_real: 0.045 D_fake: 0.104 +(epoch: 89, iters: 9192, time: 0.306, data: 0.020) G_GAN: 4.420 G_L1: 4.148 D_real: 0.046 D_fake: 0.032 +(epoch: 89, iters: 9292, time: 0.286, data: 0.018) G_GAN: 3.832 G_L1: 4.113 D_real: 0.111 D_fake: 0.099 +(epoch: 89, iters: 9392, time: 0.420, data: 0.019) G_GAN: 3.382 G_L1: 4.697 D_real: 0.227 D_fake: 0.066 +(epoch: 89, iters: 9492, time: 0.299, data: 0.020) G_GAN: 4.439 G_L1: 3.250 D_real: 0.037 D_fake: 0.089 +(epoch: 89, iters: 9592, time: 0.294, data: 0.020) G_GAN: 3.477 G_L1: 2.207 D_real: 0.274 D_fake: 0.216 +(epoch: 89, iters: 9692, time: 0.289, data: 0.019) G_GAN: 3.640 G_L1: 3.171 D_real: 0.028 D_fake: 0.095 +(epoch: 89, iters: 9792, time: 0.405, data: 0.019) G_GAN: 3.644 G_L1: 3.694 D_real: 0.168 D_fake: 0.057 +(epoch: 89, iters: 9892, time: 0.305, data: 0.020) G_GAN: 3.020 G_L1: 5.005 D_real: 0.154 D_fake: 0.203 +(epoch: 89, iters: 9992, time: 0.294, data: 0.020) G_GAN: 4.116 G_L1: 4.558 D_real: 0.022 D_fake: 0.071 +(epoch: 89, iters: 10092, time: 0.298, data: 0.018) G_GAN: 3.062 G_L1: 3.257 D_real: 0.091 D_fake: 0.165 +(epoch: 89, iters: 10192, time: 0.416, data: 0.019) G_GAN: 3.865 G_L1: 3.174 D_real: 0.028 D_fake: 0.246 +(epoch: 89, iters: 10292, time: 0.303, data: 0.019) G_GAN: 3.973 G_L1: 4.049 D_real: 0.365 D_fake: 0.031 +(epoch: 89, iters: 10392, time: 0.296, data: 0.019) G_GAN: 3.617 G_L1: 5.228 D_real: 0.117 D_fake: 0.178 +(epoch: 89, iters: 10492, time: 0.293, data: 0.019) G_GAN: 4.435 G_L1: 3.243 D_real: 0.382 D_fake: 0.130 +(epoch: 89, iters: 10592, time: 0.593, data: 0.018) G_GAN: 3.960 G_L1: 3.058 D_real: 0.096 D_fake: 0.089 +(epoch: 89, iters: 10692, time: 0.288, data: 0.020) G_GAN: 5.306 G_L1: 4.315 D_real: 0.013 D_fake: 0.118 +(epoch: 89, iters: 10792, time: 0.289, data: 0.018) G_GAN: 3.754 G_L1: 3.458 D_real: 0.021 D_fake: 0.237 +(epoch: 89, iters: 10892, time: 0.301, data: 0.020) G_GAN: 3.944 G_L1: 4.442 D_real: 0.149 D_fake: 0.053 +(epoch: 89, iters: 10992, time: 0.402, data: 0.019) G_GAN: 3.387 G_L1: 3.870 D_real: 0.043 D_fake: 0.139 +(epoch: 89, iters: 11092, time: 0.307, data: 0.019) G_GAN: 5.323 G_L1: 6.994 D_real: 0.009 D_fake: 0.032 +(epoch: 89, iters: 11192, time: 0.300, data: 0.020) G_GAN: 5.979 G_L1: 4.693 D_real: 0.046 D_fake: 0.045 +(epoch: 89, iters: 11292, time: 0.303, data: 0.020) G_GAN: 5.274 G_L1: 3.085 D_real: 0.001 D_fake: 0.029 +(epoch: 89, iters: 11392, time: 0.389, data: 0.020) G_GAN: 3.707 G_L1: 4.099 D_real: 0.033 D_fake: 0.073 +(epoch: 89, iters: 11492, time: 0.303, data: 0.022) G_GAN: 4.804 G_L1: 3.556 D_real: 0.079 D_fake: 0.064 +(epoch: 89, iters: 11592, time: 0.286, data: 0.022) G_GAN: 5.445 G_L1: 5.921 D_real: 0.032 D_fake: 0.018 +(epoch: 89, iters: 11692, time: 0.304, data: 0.017) G_GAN: 4.096 G_L1: 4.789 D_real: 0.052 D_fake: 0.089 +(epoch: 89, iters: 11792, time: 0.413, data: 0.020) G_GAN: 4.028 G_L1: 4.110 D_real: 0.221 D_fake: 0.271 +(epoch: 89, iters: 11892, time: 0.303, data: 0.020) G_GAN: 4.700 G_L1: 3.118 D_real: 0.013 D_fake: 0.147 +(epoch: 89, iters: 11992, time: 0.297, data: 0.021) G_GAN: 4.707 G_L1: 3.289 D_real: 0.113 D_fake: 0.027 +(epoch: 89, iters: 12092, time: 0.301, data: 0.018) G_GAN: 3.475 G_L1: 3.643 D_real: 0.124 D_fake: 0.204 +(epoch: 89, iters: 12192, time: 0.402, data: 0.022) G_GAN: 3.418 G_L1: 3.170 D_real: 0.005 D_fake: 0.188 +(epoch: 89, iters: 12292, time: 0.293, data: 0.020) G_GAN: 5.081 G_L1: 4.146 D_real: 0.023 D_fake: 0.098 +(epoch: 89, iters: 12392, time: 0.304, data: 0.019) G_GAN: 5.009 G_L1: 4.243 D_real: 0.186 D_fake: 0.063 +(epoch: 89, iters: 12492, time: 0.284, data: 0.019) G_GAN: 3.983 G_L1: 3.758 D_real: 0.119 D_fake: 0.106 +(epoch: 89, iters: 12592, time: 0.607, data: 0.021) G_GAN: 4.591 G_L1: 3.745 D_real: 0.078 D_fake: 0.071 +(epoch: 89, iters: 12692, time: 0.300, data: 0.019) G_GAN: 4.268 G_L1: 4.081 D_real: 0.012 D_fake: 0.043 +(epoch: 89, iters: 12792, time: 0.302, data: 0.021) G_GAN: 5.011 G_L1: 4.032 D_real: 0.008 D_fake: 0.024 +(epoch: 89, iters: 12892, time: 0.295, data: 0.019) G_GAN: 3.566 G_L1: 3.768 D_real: 0.169 D_fake: 0.070 +(epoch: 89, iters: 12992, time: 0.414, data: 0.019) G_GAN: 4.870 G_L1: 3.223 D_real: 0.080 D_fake: 0.043 +(epoch: 89, iters: 13092, time: 0.301, data: 0.018) G_GAN: 2.924 G_L1: 3.923 D_real: 0.026 D_fake: 0.271 +(epoch: 89, iters: 13192, time: 0.302, data: 0.019) G_GAN: 3.855 G_L1: 3.667 D_real: 0.076 D_fake: 0.095 +(epoch: 89, iters: 13292, time: 0.281, data: 0.021) G_GAN: 3.836 G_L1: 4.317 D_real: 0.049 D_fake: 0.078 +(epoch: 89, iters: 13392, time: 0.416, data: 0.018) G_GAN: 3.105 G_L1: 2.846 D_real: 0.234 D_fake: 0.085 +(epoch: 89, iters: 13492, time: 0.300, data: 0.020) G_GAN: 5.058 G_L1: 4.176 D_real: 0.059 D_fake: 0.053 +(epoch: 89, iters: 13592, time: 0.293, data: 0.020) G_GAN: 3.136 G_L1: 2.609 D_real: 0.173 D_fake: 0.093 +(epoch: 89, iters: 13692, time: 0.284, data: 0.020) G_GAN: 2.928 G_L1: 3.929 D_real: 0.277 D_fake: 0.342 +(epoch: 89, iters: 13792, time: 0.410, data: 0.017) G_GAN: 4.679 G_L1: 2.832 D_real: 0.060 D_fake: 0.055 +(epoch: 89, iters: 13892, time: 0.291, data: 0.019) G_GAN: 4.201 G_L1: 3.147 D_real: 0.046 D_fake: 0.086 +(epoch: 89, iters: 13992, time: 0.305, data: 0.017) G_GAN: 3.485 G_L1: 3.310 D_real: 0.070 D_fake: 0.276 +(epoch: 89, iters: 14092, time: 0.283, data: 0.019) G_GAN: 4.817 G_L1: 3.955 D_real: 0.136 D_fake: 0.035 +(epoch: 89, iters: 14192, time: 0.412, data: 0.017) G_GAN: 4.693 G_L1: 3.980 D_real: 0.015 D_fake: 0.039 +(epoch: 89, iters: 14292, time: 0.297, data: 0.018) G_GAN: 4.719 G_L1: 3.599 D_real: 1.032 D_fake: 0.008 +(epoch: 89, iters: 14392, time: 0.305, data: 0.019) G_GAN: 4.586 G_L1: 3.985 D_real: 0.063 D_fake: 0.060 +(epoch: 89, iters: 14492, time: 0.294, data: 0.022) G_GAN: 5.377 G_L1: 3.781 D_real: 0.006 D_fake: 0.029 +(epoch: 89, iters: 14592, time: 0.616, data: 0.018) G_GAN: 4.535 G_L1: 3.944 D_real: 0.058 D_fake: 0.035 +(epoch: 89, iters: 14692, time: 0.298, data: 0.021) G_GAN: 5.057 G_L1: 4.508 D_real: 0.048 D_fake: 0.014 +(epoch: 89, iters: 14792, time: 0.296, data: 0.020) G_GAN: 2.921 G_L1: 3.205 D_real: 0.425 D_fake: 0.189 +(epoch: 89, iters: 14892, time: 0.292, data: 0.019) G_GAN: 4.562 G_L1: 4.187 D_real: 0.056 D_fake: 0.030 +(epoch: 89, iters: 14992, time: 0.419, data: 0.022) G_GAN: 2.515 G_L1: 3.156 D_real: 0.035 D_fake: 0.311 +(epoch: 89, iters: 15092, time: 0.305, data: 0.018) G_GAN: 3.041 G_L1: 3.229 D_real: 0.172 D_fake: 0.209 +(epoch: 89, iters: 15192, time: 0.295, data: 0.019) G_GAN: 4.907 G_L1: 3.388 D_real: 0.130 D_fake: 0.025 +(epoch: 89, iters: 15292, time: 0.289, data: 0.019) G_GAN: 4.700 G_L1: 4.886 D_real: 0.131 D_fake: 0.025 +(epoch: 89, iters: 15392, time: 0.413, data: 0.020) G_GAN: 3.562 G_L1: 3.732 D_real: 0.168 D_fake: 0.115 +(epoch: 89, iters: 15492, time: 0.297, data: 0.020) G_GAN: 3.162 G_L1: 3.618 D_real: 0.080 D_fake: 0.458 +(epoch: 89, iters: 15592, time: 0.294, data: 0.020) G_GAN: 3.365 G_L1: 2.373 D_real: 0.037 D_fake: 0.266 +(epoch: 89, iters: 15692, time: 0.299, data: 0.019) G_GAN: 2.970 G_L1: 4.640 D_real: 0.325 D_fake: 0.131 +(epoch: 89, iters: 15792, time: 0.418, data: 0.019) G_GAN: 4.954 G_L1: 3.774 D_real: 0.086 D_fake: 0.034 +(epoch: 89, iters: 15892, time: 0.296, data: 0.018) G_GAN: 3.039 G_L1: 2.879 D_real: 0.418 D_fake: 0.087 +(epoch: 89, iters: 15992, time: 0.288, data: 0.018) G_GAN: 2.580 G_L1: 3.084 D_real: 0.063 D_fake: 0.158 +(epoch: 89, iters: 16092, time: 0.289, data: 0.020) G_GAN: 4.620 G_L1: 3.046 D_real: 0.057 D_fake: 0.198 +(epoch: 89, iters: 16192, time: 0.408, data: 0.019) G_GAN: 4.350 G_L1: 4.070 D_real: 0.212 D_fake: 0.023 +(epoch: 89, iters: 16292, time: 0.291, data: 0.019) G_GAN: 3.176 G_L1: 5.494 D_real: 0.283 D_fake: 0.101 +(epoch: 89, iters: 16392, time: 0.301, data: 0.019) G_GAN: 4.271 G_L1: 3.294 D_real: 0.179 D_fake: 0.027 +(epoch: 89, iters: 16492, time: 0.301, data: 0.020) G_GAN: 4.343 G_L1: 3.026 D_real: 0.134 D_fake: 0.034 +(epoch: 89, iters: 16592, time: 0.620, data: 0.022) G_GAN: 4.251 G_L1: 3.499 D_real: 0.317 D_fake: 0.033 +(epoch: 89, iters: 16692, time: 0.297, data: 0.017) G_GAN: 4.495 G_L1: 3.137 D_real: 0.000 D_fake: 0.032 +(epoch: 89, iters: 16792, time: 0.296, data: 0.020) G_GAN: 3.761 G_L1: 2.654 D_real: 0.291 D_fake: 0.068 +(epoch: 89, iters: 16892, time: 0.293, data: 0.019) G_GAN: 5.425 G_L1: 4.322 D_real: 0.085 D_fake: 0.018 +(epoch: 89, iters: 16992, time: 0.404, data: 0.018) G_GAN: 4.639 G_L1: 2.849 D_real: 0.102 D_fake: 0.126 +(epoch: 89, iters: 17092, time: 0.294, data: 0.018) G_GAN: 4.475 G_L1: 3.583 D_real: 0.042 D_fake: 0.052 +(epoch: 89, iters: 17192, time: 0.294, data: 0.018) G_GAN: 4.768 G_L1: 4.471 D_real: 0.034 D_fake: 0.090 +(epoch: 89, iters: 17292, time: 0.289, data: 0.019) G_GAN: 4.390 G_L1: 3.553 D_real: 0.070 D_fake: 0.049 +(epoch: 89, iters: 17392, time: 0.412, data: 0.022) G_GAN: 4.881 G_L1: 4.153 D_real: 0.013 D_fake: 0.028 +(epoch: 89, iters: 17492, time: 0.299, data: 0.017) G_GAN: 3.181 G_L1: 3.393 D_real: 0.161 D_fake: 0.125 +(epoch: 89, iters: 17592, time: 0.281, data: 0.020) G_GAN: 4.563 G_L1: 4.272 D_real: 0.151 D_fake: 0.075 +(epoch: 89, iters: 17692, time: 0.301, data: 0.018) G_GAN: 5.179 G_L1: 4.909 D_real: 0.041 D_fake: 0.017 +(epoch: 89, iters: 17792, time: 0.398, data: 0.020) G_GAN: 4.701 G_L1: 4.262 D_real: 0.083 D_fake: 0.063 +(epoch: 89, iters: 17892, time: 0.300, data: 0.018) G_GAN: 3.313 G_L1: 3.587 D_real: 0.073 D_fake: 0.251 +(epoch: 89, iters: 17992, time: 0.302, data: 0.020) G_GAN: 5.367 G_L1: 4.759 D_real: 0.003 D_fake: 0.061 +(epoch: 89, iters: 18092, time: 0.298, data: 0.019) G_GAN: 3.713 G_L1: 3.635 D_real: 0.015 D_fake: 0.065 +(epoch: 89, iters: 18192, time: 0.417, data: 0.020) G_GAN: 4.938 G_L1: 5.371 D_real: 0.071 D_fake: 0.028 +(epoch: 89, iters: 18292, time: 0.299, data: 0.017) G_GAN: 3.823 G_L1: 2.905 D_real: 0.499 D_fake: 0.027 +(epoch: 89, iters: 18392, time: 0.300, data: 0.021) G_GAN: 4.755 G_L1: 5.983 D_real: 0.016 D_fake: 0.022 +(epoch: 89, iters: 18492, time: 0.292, data: 0.021) G_GAN: 4.643 G_L1: 3.383 D_real: 0.141 D_fake: 0.062 +(epoch: 89, iters: 18592, time: 0.648, data: 0.020) G_GAN: 4.624 G_L1: 8.415 D_real: 0.079 D_fake: 0.032 +(epoch: 89, iters: 18692, time: 0.290, data: 0.020) G_GAN: 4.734 G_L1: 3.753 D_real: 0.038 D_fake: 0.061 +(epoch: 89, iters: 18792, time: 0.296, data: 0.018) G_GAN: 3.766 G_L1: 3.503 D_real: 0.115 D_fake: 0.299 +(epoch: 89, iters: 18892, time: 0.288, data: 0.017) G_GAN: 3.738 G_L1: 4.365 D_real: 0.318 D_fake: 0.046 +(epoch: 89, iters: 18992, time: 0.416, data: 0.018) G_GAN: 4.043 G_L1: 2.645 D_real: 0.459 D_fake: 0.027 +(epoch: 89, iters: 19092, time: 0.292, data: 0.018) G_GAN: 4.521 G_L1: 4.769 D_real: 0.012 D_fake: 0.064 +(epoch: 89, iters: 19192, time: 0.273, data: 0.019) G_GAN: 3.762 G_L1: 3.915 D_real: 0.179 D_fake: 0.387 +(epoch: 89, iters: 19292, time: 0.295, data: 0.017) G_GAN: 4.340 G_L1: 4.474 D_real: 0.037 D_fake: 0.044 +(epoch: 89, iters: 19392, time: 0.404, data: 0.020) G_GAN: 2.783 G_L1: 3.304 D_real: 0.500 D_fake: 0.196 +(epoch: 89, iters: 19492, time: 0.291, data: 0.017) G_GAN: 2.961 G_L1: 3.495 D_real: 0.268 D_fake: 0.341 +(epoch: 89, iters: 19592, time: 0.279, data: 0.019) G_GAN: 3.388 G_L1: 5.632 D_real: 0.045 D_fake: 0.119 +(epoch: 89, iters: 19692, time: 0.288, data: 0.017) G_GAN: 3.074 G_L1: 2.473 D_real: 0.158 D_fake: 0.143 +(epoch: 89, iters: 19792, time: 0.405, data: 0.019) G_GAN: 3.794 G_L1: 3.468 D_real: 0.096 D_fake: 0.075 +(epoch: 89, iters: 19892, time: 0.296, data: 0.018) G_GAN: 3.206 G_L1: 3.652 D_real: 0.190 D_fake: 0.065 +(epoch: 89, iters: 19992, time: 0.300, data: 0.020) G_GAN: 4.297 G_L1: 3.618 D_real: 0.214 D_fake: 0.050 +(epoch: 89, iters: 20092, time: 0.291, data: 0.020) G_GAN: 3.600 G_L1: 3.403 D_real: 0.028 D_fake: 0.129 +(epoch: 89, iters: 20192, time: 0.424, data: 0.018) G_GAN: 4.021 G_L1: 5.800 D_real: 0.044 D_fake: 0.063 +(epoch: 89, iters: 20292, time: 0.294, data: 0.019) G_GAN: 3.861 G_L1: 3.516 D_real: 0.021 D_fake: 0.130 +(epoch: 89, iters: 20392, time: 0.294, data: 0.019) G_GAN: 5.543 G_L1: 5.096 D_real: 0.045 D_fake: 0.018 +(epoch: 89, iters: 20492, time: 0.288, data: 0.018) G_GAN: 4.445 G_L1: 3.709 D_real: 0.012 D_fake: 0.139 +(epoch: 89, iters: 20592, time: 0.617, data: 0.018) G_GAN: 3.174 G_L1: 4.642 D_real: 0.079 D_fake: 0.149 +(epoch: 89, iters: 20692, time: 0.283, data: 0.018) G_GAN: 3.459 G_L1: 5.942 D_real: 0.333 D_fake: 0.099 +(epoch: 89, iters: 20792, time: 0.290, data: 0.017) G_GAN: 5.431 G_L1: 5.272 D_real: 0.026 D_fake: 0.014 +(epoch: 89, iters: 20892, time: 0.296, data: 0.018) G_GAN: 3.807 G_L1: 4.736 D_real: 0.077 D_fake: 0.182 +(epoch: 89, iters: 20992, time: 0.394, data: 0.021) G_GAN: 3.249 G_L1: 6.005 D_real: 0.001 D_fake: 0.359 +(epoch: 89, iters: 21092, time: 0.302, data: 0.018) G_GAN: 4.775 G_L1: 3.100 D_real: 0.042 D_fake: 0.040 +(epoch: 89, iters: 21192, time: 0.289, data: 0.018) G_GAN: 5.093 G_L1: 4.044 D_real: 0.077 D_fake: 0.029 +(epoch: 89, iters: 21292, time: 0.290, data: 0.021) G_GAN: 3.997 G_L1: 4.536 D_real: 0.162 D_fake: 0.050 +(epoch: 89, iters: 21392, time: 0.406, data: 0.022) G_GAN: 3.689 G_L1: 3.118 D_real: 0.010 D_fake: 0.133 +(epoch: 89, iters: 21492, time: 0.295, data: 0.022) G_GAN: 3.572 G_L1: 3.925 D_real: 0.002 D_fake: 0.431 +(epoch: 89, iters: 21592, time: 0.289, data: 0.018) G_GAN: 3.941 G_L1: 3.558 D_real: 0.074 D_fake: 0.069 +(epoch: 89, iters: 21692, time: 0.282, data: 0.022) G_GAN: 3.493 G_L1: 5.604 D_real: 0.023 D_fake: 0.143 +(epoch: 89, iters: 21792, time: 0.408, data: 0.018) G_GAN: 3.142 G_L1: 3.849 D_real: 0.019 D_fake: 0.129 +(epoch: 89, iters: 21892, time: 0.294, data: 0.019) G_GAN: 5.271 G_L1: 3.063 D_real: 0.048 D_fake: 0.221 +(epoch: 89, iters: 21992, time: 0.268, data: 0.019) G_GAN: 3.935 G_L1: 2.382 D_real: 0.987 D_fake: 0.300 +(epoch: 89, iters: 22092, time: 0.294, data: 0.018) G_GAN: 3.656 G_L1: 3.398 D_real: 0.019 D_fake: 0.234 +(epoch: 89, iters: 22192, time: 0.414, data: 0.020) G_GAN: 3.491 G_L1: 2.627 D_real: 0.092 D_fake: 0.118 +(epoch: 89, iters: 22292, time: 0.289, data: 0.018) G_GAN: 4.945 G_L1: 3.143 D_real: 0.096 D_fake: 0.055 +(epoch: 89, iters: 22392, time: 0.294, data: 0.019) G_GAN: 3.197 G_L1: 3.934 D_real: 0.019 D_fake: 0.181 +(epoch: 89, iters: 22492, time: 0.290, data: 0.020) G_GAN: 4.421 G_L1: 3.146 D_real: 0.285 D_fake: 0.035 +(epoch: 89, iters: 22592, time: 0.621, data: 0.019) G_GAN: 3.381 G_L1: 4.315 D_real: 0.068 D_fake: 0.130 +(epoch: 89, iters: 22692, time: 0.290, data: 0.019) G_GAN: 3.617 G_L1: 2.362 D_real: 0.160 D_fake: 0.065 +(epoch: 89, iters: 22792, time: 0.294, data: 0.018) G_GAN: 4.431 G_L1: 2.777 D_real: 0.063 D_fake: 0.036 +(epoch: 89, iters: 22892, time: 0.296, data: 0.019) G_GAN: 3.992 G_L1: 4.992 D_real: 0.135 D_fake: 0.095 +(epoch: 89, iters: 22992, time: 0.403, data: 0.019) G_GAN: 3.691 G_L1: 3.640 D_real: 0.267 D_fake: 0.053 +(epoch: 89, iters: 23092, time: 0.288, data: 0.018) G_GAN: 3.586 G_L1: 2.057 D_real: 0.125 D_fake: 0.268 +(epoch: 89, iters: 23192, time: 0.284, data: 0.018) G_GAN: 2.828 G_L1: 3.058 D_real: 0.325 D_fake: 0.184 +(epoch: 89, iters: 23292, time: 0.297, data: 0.019) G_GAN: 3.959 G_L1: 3.745 D_real: 0.239 D_fake: 0.099 +(epoch: 89, iters: 23392, time: 0.418, data: 0.020) G_GAN: 4.836 G_L1: 3.817 D_real: 0.004 D_fake: 0.028 +(epoch: 89, iters: 23492, time: 0.291, data: 0.018) G_GAN: 3.722 G_L1: 2.636 D_real: 0.104 D_fake: 0.149 +(epoch: 89, iters: 23592, time: 0.291, data: 0.025) G_GAN: 3.341 G_L1: 5.054 D_real: 0.080 D_fake: 0.160 +(epoch: 89, iters: 23692, time: 0.299, data: 0.020) G_GAN: 3.453 G_L1: 4.148 D_real: 0.001 D_fake: 0.233 +(epoch: 89, iters: 23792, time: 0.417, data: 0.019) G_GAN: 3.204 G_L1: 3.425 D_real: 0.508 D_fake: 0.087 +(epoch: 89, iters: 23892, time: 0.306, data: 0.020) G_GAN: 4.405 G_L1: 4.828 D_real: 0.125 D_fake: 0.052 +(epoch: 89, iters: 23992, time: 0.285, data: 0.019) G_GAN: 2.968 G_L1: 2.860 D_real: 0.007 D_fake: 0.223 +(epoch: 89, iters: 24092, time: 0.295, data: 0.020) G_GAN: 2.931 G_L1: 3.224 D_real: 0.041 D_fake: 0.240 +(epoch: 89, iters: 24192, time: 0.432, data: 0.019) G_GAN: 3.145 G_L1: 6.166 D_real: 0.085 D_fake: 0.398 +(epoch: 89, iters: 24292, time: 0.289, data: 0.019) G_GAN: 4.050 G_L1: 3.111 D_real: 0.133 D_fake: 0.240 +(epoch: 89, iters: 24392, time: 0.295, data: 0.018) G_GAN: 5.813 G_L1: 3.920 D_real: 0.014 D_fake: 0.013 +(epoch: 89, iters: 24492, time: 0.296, data: 0.018) G_GAN: 4.334 G_L1: 4.800 D_real: 0.243 D_fake: 0.124 +(epoch: 89, iters: 24592, time: 0.649, data: 0.021) G_GAN: 4.143 G_L1: 4.187 D_real: 0.005 D_fake: 0.093 +(epoch: 89, iters: 24692, time: 0.293, data: 0.020) G_GAN: 5.558 G_L1: 5.794 D_real: 0.081 D_fake: 0.040 +(epoch: 89, iters: 24792, time: 0.301, data: 0.020) G_GAN: 4.154 G_L1: 3.357 D_real: 0.235 D_fake: 0.065 +(epoch: 89, iters: 24892, time: 0.291, data: 0.018) G_GAN: 4.406 G_L1: 5.274 D_real: 0.202 D_fake: 0.178 +(epoch: 89, iters: 24992, time: 0.414, data: 0.018) G_GAN: 2.460 G_L1: 3.756 D_real: 0.014 D_fake: 0.519 +(epoch: 89, iters: 25092, time: 0.296, data: 0.020) G_GAN: 4.051 G_L1: 3.340 D_real: 0.058 D_fake: 0.045 +(epoch: 89, iters: 25192, time: 0.299, data: 0.022) G_GAN: 4.027 G_L1: 4.136 D_real: 0.077 D_fake: 0.056 +(epoch: 89, iters: 25292, time: 0.294, data: 0.019) G_GAN: 3.702 G_L1: 3.325 D_real: 0.071 D_fake: 0.164 +(epoch: 89, iters: 25392, time: 0.412, data: 0.018) G_GAN: 2.476 G_L1: 3.461 D_real: 0.372 D_fake: 0.195 +(epoch: 89, iters: 25492, time: 0.302, data: 0.019) G_GAN: 3.023 G_L1: 4.016 D_real: 0.033 D_fake: 0.239 +(epoch: 89, iters: 25592, time: 0.299, data: 0.020) G_GAN: 4.872 G_L1: 4.066 D_real: 0.115 D_fake: 0.034 +(epoch: 89, iters: 25692, time: 0.293, data: 0.021) G_GAN: 2.821 G_L1: 3.890 D_real: 0.458 D_fake: 0.094 +(epoch: 89, iters: 25792, time: 0.405, data: 0.020) G_GAN: 3.767 G_L1: 3.738 D_real: 0.807 D_fake: 0.166 +(epoch: 89, iters: 25892, time: 0.296, data: 0.018) G_GAN: 3.597 G_L1: 3.173 D_real: 0.102 D_fake: 0.145 +(epoch: 89, iters: 25992, time: 0.295, data: 0.018) G_GAN: 4.048 G_L1: 3.648 D_real: 0.072 D_fake: 0.109 +(epoch: 89, iters: 26092, time: 0.295, data: 0.019) G_GAN: 4.167 G_L1: 3.824 D_real: 0.042 D_fake: 0.057 +(epoch: 89, iters: 26192, time: 0.381, data: 0.019) G_GAN: 3.496 G_L1: 3.948 D_real: 0.003 D_fake: 0.131 +(epoch: 89, iters: 26292, time: 0.295, data: 0.020) G_GAN: 5.556 G_L1: 3.448 D_real: 0.097 D_fake: 0.086 +(epoch: 89, iters: 26392, time: 0.283, data: 0.023) G_GAN: 2.600 G_L1: 3.687 D_real: 0.967 D_fake: 0.117 +(epoch: 89, iters: 26492, time: 0.288, data: 0.018) G_GAN: 5.878 G_L1: 2.775 D_real: 0.005 D_fake: 0.009 +(epoch: 89, iters: 26592, time: 0.658, data: 0.017) G_GAN: 3.958 G_L1: 3.600 D_real: 0.298 D_fake: 0.403 +(epoch: 89, iters: 26692, time: 0.296, data: 0.018) G_GAN: 4.394 G_L1: 3.862 D_real: 0.141 D_fake: 0.046 +(epoch: 89, iters: 26792, time: 0.294, data: 0.018) G_GAN: 4.925 G_L1: 2.992 D_real: 0.000 D_fake: 0.036 +(epoch: 89, iters: 26892, time: 0.285, data: 0.019) G_GAN: 4.449 G_L1: 2.669 D_real: 0.018 D_fake: 0.189 +(epoch: 89, iters: 26992, time: 0.388, data: 0.018) G_GAN: 4.062 G_L1: 2.936 D_real: 0.000 D_fake: 0.183 +(epoch: 89, iters: 27092, time: 0.294, data: 0.021) G_GAN: 3.963 G_L1: 3.293 D_real: 0.002 D_fake: 0.565 +(epoch: 89, iters: 27192, time: 0.299, data: 0.018) G_GAN: 4.178 G_L1: 4.003 D_real: 0.291 D_fake: 0.148 +(epoch: 89, iters: 27292, time: 0.301, data: 0.019) G_GAN: 4.260 G_L1: 4.858 D_real: 0.018 D_fake: 0.274 +(epoch: 89, iters: 27392, time: 0.418, data: 0.019) G_GAN: 6.832 G_L1: 4.685 D_real: 0.069 D_fake: 0.010 +(epoch: 89, iters: 27492, time: 0.289, data: 0.019) G_GAN: 3.848 G_L1: 4.038 D_real: 0.094 D_fake: 0.070 +(epoch: 89, iters: 27592, time: 0.295, data: 0.018) G_GAN: 3.843 G_L1: 3.103 D_real: 0.057 D_fake: 0.107 +(epoch: 89, iters: 27692, time: 0.276, data: 0.020) G_GAN: 4.820 G_L1: 4.088 D_real: 0.031 D_fake: 0.024 +(epoch: 89, iters: 27792, time: 0.407, data: 0.017) G_GAN: 4.428 G_L1: 2.754 D_real: 0.016 D_fake: 0.061 +(epoch: 89, iters: 27892, time: 0.301, data: 0.018) G_GAN: 3.688 G_L1: 2.673 D_real: 0.251 D_fake: 0.061 +(epoch: 89, iters: 27992, time: 0.298, data: 0.019) G_GAN: 4.058 G_L1: 3.383 D_real: 0.121 D_fake: 0.232 +(epoch: 89, iters: 28092, time: 0.290, data: 0.020) G_GAN: 4.077 G_L1: 2.983 D_real: 0.095 D_fake: 0.032 +(epoch: 89, iters: 28192, time: 0.419, data: 0.018) G_GAN: 6.181 G_L1: 6.479 D_real: 0.030 D_fake: 0.486 +(epoch: 89, iters: 28292, time: 0.294, data: 0.021) G_GAN: 3.423 G_L1: 2.978 D_real: 0.192 D_fake: 0.076 +(epoch: 89, iters: 28392, time: 0.278, data: 0.019) G_GAN: 3.657 G_L1: 2.710 D_real: 0.254 D_fake: 0.046 +(epoch: 89, iters: 28492, time: 0.295, data: 0.017) G_GAN: 4.811 G_L1: 3.467 D_real: 0.002 D_fake: 0.043 +(epoch: 89, iters: 28592, time: 0.596, data: 0.019) G_GAN: 2.995 G_L1: 2.851 D_real: 0.221 D_fake: 0.507 +(epoch: 89, iters: 28692, time: 0.297, data: 0.018) G_GAN: 6.269 G_L1: 6.632 D_real: 0.135 D_fake: 0.016 +(epoch: 89, iters: 28792, time: 0.298, data: 0.019) G_GAN: 4.715 G_L1: 5.276 D_real: 0.130 D_fake: 0.151 +(epoch: 89, iters: 28892, time: 0.295, data: 0.017) G_GAN: 3.423 G_L1: 3.923 D_real: 0.022 D_fake: 0.083 +(epoch: 89, iters: 28992, time: 0.403, data: 0.019) G_GAN: 4.125 G_L1: 3.862 D_real: 0.232 D_fake: 0.034 +(epoch: 89, iters: 29092, time: 0.279, data: 0.017) G_GAN: 4.886 G_L1: 5.029 D_real: 0.005 D_fake: 0.039 +(epoch: 89, iters: 29192, time: 0.290, data: 0.017) G_GAN: 3.874 G_L1: 4.496 D_real: 0.242 D_fake: 0.046 +(epoch: 89, iters: 29292, time: 0.296, data: 0.019) G_GAN: 5.056 G_L1: 3.220 D_real: 0.005 D_fake: 0.139 +(epoch: 89, iters: 29392, time: 0.388, data: 0.020) G_GAN: 5.317 G_L1: 5.373 D_real: 0.004 D_fake: 0.025 +(epoch: 89, iters: 29492, time: 0.301, data: 0.020) G_GAN: 5.629 G_L1: 4.716 D_real: 0.210 D_fake: 0.052 +(epoch: 89, iters: 29592, time: 0.296, data: 0.022) G_GAN: 5.105 G_L1: 3.702 D_real: 0.019 D_fake: 0.052 +(epoch: 89, iters: 29692, time: 0.283, data: 0.019) G_GAN: 7.426 G_L1: 5.492 D_real: 0.225 D_fake: 0.051 +(epoch: 89, iters: 29792, time: 0.381, data: 0.020) G_GAN: 4.147 G_L1: 3.470 D_real: 0.052 D_fake: 0.071 +(epoch: 89, iters: 29892, time: 0.293, data: 0.018) G_GAN: 5.496 G_L1: 3.779 D_real: 0.294 D_fake: 0.077 +(epoch: 89, iters: 29992, time: 0.301, data: 0.037) G_GAN: 5.521 G_L1: 2.993 D_real: 0.048 D_fake: 0.051 +(epoch: 89, iters: 30092, time: 0.303, data: 0.018) G_GAN: 4.689 G_L1: 4.137 D_real: 0.001 D_fake: 0.028 +(epoch: 89, iters: 30192, time: 0.393, data: 0.021) G_GAN: 4.946 G_L1: 5.303 D_real: 0.344 D_fake: 0.085 +(epoch: 89, iters: 30292, time: 0.289, data: 0.021) G_GAN: 3.401 G_L1: 2.608 D_real: 0.123 D_fake: 0.235 +(epoch: 89, iters: 30392, time: 0.298, data: 0.020) G_GAN: 4.654 G_L1: 5.846 D_real: 0.344 D_fake: 0.086 +(epoch: 89, iters: 30492, time: 0.300, data: 0.019) G_GAN: 4.211 G_L1: 3.874 D_real: 0.023 D_fake: 0.070 +(epoch: 89, iters: 30592, time: 0.657, data: 0.021) G_GAN: 5.858 G_L1: 5.590 D_real: 0.185 D_fake: 0.024 +(epoch: 89, iters: 30692, time: 0.303, data: 0.019) G_GAN: 3.041 G_L1: 3.215 D_real: 0.031 D_fake: 0.163 +(epoch: 89, iters: 30792, time: 0.307, data: 0.020) G_GAN: 4.503 G_L1: 3.704 D_real: 0.011 D_fake: 0.319 +(epoch: 89, iters: 30892, time: 0.295, data: 0.019) G_GAN: 5.126 G_L1: 2.714 D_real: 0.020 D_fake: 0.021 +(epoch: 89, iters: 30992, time: 0.402, data: 0.020) G_GAN: 5.134 G_L1: 4.891 D_real: 0.013 D_fake: 0.063 +(epoch: 89, iters: 31092, time: 0.299, data: 0.019) G_GAN: 2.785 G_L1: 2.307 D_real: 0.155 D_fake: 0.281 +(epoch: 89, iters: 31192, time: 0.297, data: 0.020) G_GAN: 4.164 G_L1: 4.668 D_real: 0.012 D_fake: 0.115 +(epoch: 89, iters: 31292, time: 0.288, data: 0.019) G_GAN: 3.386 G_L1: 3.336 D_real: 0.078 D_fake: 0.160 +(epoch: 89, iters: 31392, time: 0.419, data: 0.019) G_GAN: 4.363 G_L1: 3.843 D_real: 0.035 D_fake: 0.066 +(epoch: 89, iters: 31492, time: 0.304, data: 0.019) G_GAN: 3.392 G_L1: 3.838 D_real: 0.051 D_fake: 0.274 +(epoch: 89, iters: 31592, time: 0.302, data: 0.020) G_GAN: 4.153 G_L1: 5.734 D_real: 0.121 D_fake: 0.073 +(epoch: 89, iters: 31692, time: 0.303, data: 0.023) G_GAN: 4.103 G_L1: 5.066 D_real: 0.037 D_fake: 0.206 +(epoch: 89, iters: 31792, time: 0.419, data: 0.019) G_GAN: 3.621 G_L1: 3.354 D_real: 0.124 D_fake: 0.083 +(epoch: 89, iters: 31892, time: 0.290, data: 0.019) G_GAN: 4.470 G_L1: 3.152 D_real: 0.159 D_fake: 0.033 +(epoch: 89, iters: 31992, time: 0.294, data: 0.016) G_GAN: 3.130 G_L1: 3.036 D_real: 0.105 D_fake: 0.554 +(epoch: 89, iters: 32092, time: 0.301, data: 0.019) G_GAN: 5.016 G_L1: 3.633 D_real: 0.128 D_fake: 0.143 +(epoch: 89, iters: 32192, time: 0.428, data: 0.021) G_GAN: 3.796 G_L1: 3.490 D_real: 0.090 D_fake: 0.117 +(epoch: 89, iters: 32292, time: 0.304, data: 0.019) G_GAN: 4.177 G_L1: 3.581 D_real: 0.045 D_fake: 0.132 +(epoch: 89, iters: 32392, time: 0.295, data: 0.019) G_GAN: 4.483 G_L1: 4.673 D_real: 0.456 D_fake: 0.026 +(epoch: 89, iters: 32492, time: 0.290, data: 0.018) G_GAN: 5.475 G_L1: 4.817 D_real: 0.202 D_fake: 0.077 +(epoch: 89, iters: 32592, time: 0.570, data: 0.019) G_GAN: 3.724 G_L1: 5.039 D_real: 0.154 D_fake: 0.167 +(epoch: 89, iters: 32692, time: 0.292, data: 0.022) G_GAN: 4.809 G_L1: 4.408 D_real: 0.111 D_fake: 0.039 +(epoch: 89, iters: 32792, time: 0.297, data: 0.018) G_GAN: 2.298 G_L1: 2.848 D_real: 0.552 D_fake: 0.234 +(epoch: 89, iters: 32892, time: 0.287, data: 0.018) G_GAN: 2.791 G_L1: 3.090 D_real: 0.275 D_fake: 0.130 +(epoch: 89, iters: 32992, time: 0.413, data: 0.018) G_GAN: 2.938 G_L1: 3.124 D_real: 0.092 D_fake: 0.132 +(epoch: 89, iters: 33092, time: 0.286, data: 0.018) G_GAN: 3.156 G_L1: 3.377 D_real: 0.162 D_fake: 0.139 +(epoch: 89, iters: 33192, time: 0.285, data: 0.018) G_GAN: 3.281 G_L1: 3.938 D_real: 0.126 D_fake: 0.091 +(epoch: 89, iters: 33292, time: 0.296, data: 0.016) G_GAN: 5.143 G_L1: 5.691 D_real: 0.158 D_fake: 0.023 +(epoch: 89, iters: 33392, time: 0.407, data: 0.019) G_GAN: 3.608 G_L1: 4.551 D_real: 0.245 D_fake: 0.072 +(epoch: 89, iters: 33492, time: 0.298, data: 0.019) G_GAN: 3.858 G_L1: 2.843 D_real: 0.254 D_fake: 0.042 +(epoch: 89, iters: 33592, time: 0.294, data: 0.019) G_GAN: 5.010 G_L1: 3.435 D_real: 0.008 D_fake: 0.053 +(epoch: 89, iters: 33692, time: 0.300, data: 0.020) G_GAN: 5.434 G_L1: 5.761 D_real: 0.009 D_fake: 0.042 +(epoch: 89, iters: 33792, time: 0.405, data: 0.019) G_GAN: 5.931 G_L1: 4.267 D_real: 0.022 D_fake: 0.016 +(epoch: 89, iters: 33892, time: 0.294, data: 0.021) G_GAN: 4.271 G_L1: 3.667 D_real: 0.001 D_fake: 0.190 +(epoch: 89, iters: 33992, time: 0.288, data: 0.021) G_GAN: 2.307 G_L1: 2.995 D_real: 1.291 D_fake: 0.118 +(epoch: 89, iters: 34092, time: 0.287, data: 0.021) G_GAN: 3.343 G_L1: 2.827 D_real: 0.197 D_fake: 0.086 +(epoch: 89, iters: 34192, time: 0.417, data: 0.018) G_GAN: 6.393 G_L1: 3.584 D_real: 0.023 D_fake: 0.009 +(epoch: 89, iters: 34292, time: 0.301, data: 0.020) G_GAN: 3.631 G_L1: 3.872 D_real: 0.047 D_fake: 0.278 +(epoch: 89, iters: 34392, time: 0.300, data: 0.020) G_GAN: 3.934 G_L1: 3.899 D_real: 0.118 D_fake: 0.077 +(epoch: 89, iters: 34492, time: 0.303, data: 0.019) G_GAN: 4.045 G_L1: 4.889 D_real: 0.015 D_fake: 0.101 +(epoch: 89, iters: 34592, time: 0.583, data: 0.022) G_GAN: 5.082 G_L1: 3.270 D_real: 0.002 D_fake: 0.062 +(epoch: 89, iters: 34692, time: 0.296, data: 0.019) G_GAN: 3.793 G_L1: 3.084 D_real: 0.052 D_fake: 0.201 +(epoch: 89, iters: 34792, time: 0.299, data: 0.021) G_GAN: 3.430 G_L1: 2.729 D_real: 0.391 D_fake: 0.102 +(epoch: 89, iters: 34892, time: 0.295, data: 0.022) G_GAN: 5.231 G_L1: 5.992 D_real: 0.133 D_fake: 0.035 +(epoch: 89, iters: 34992, time: 0.390, data: 0.018) G_GAN: 3.861 G_L1: 3.470 D_real: 0.712 D_fake: 0.047 +(epoch: 89, iters: 35092, time: 0.299, data: 0.019) G_GAN: 3.958 G_L1: 4.423 D_real: 0.045 D_fake: 0.234 +(epoch: 89, iters: 35192, time: 0.291, data: 0.021) G_GAN: 3.601 G_L1: 3.209 D_real: 0.210 D_fake: 0.066 +(epoch: 89, iters: 35292, time: 0.302, data: 0.018) G_GAN: 4.418 G_L1: 4.831 D_real: 0.100 D_fake: 0.035 +(epoch: 89, iters: 35392, time: 0.387, data: 0.019) G_GAN: 4.785 G_L1: 3.120 D_real: 0.036 D_fake: 0.137 +(epoch: 89, iters: 35492, time: 0.303, data: 0.022) G_GAN: 5.183 G_L1: 3.895 D_real: 0.013 D_fake: 0.044 +(epoch: 89, iters: 35592, time: 0.309, data: 0.022) G_GAN: 5.655 G_L1: 4.820 D_real: 0.014 D_fake: 0.122 +(epoch: 89, iters: 35692, time: 0.280, data: 0.019) G_GAN: 3.971 G_L1: 6.981 D_real: 0.216 D_fake: 0.077 +(epoch: 89, iters: 35792, time: 0.412, data: 0.020) G_GAN: 3.815 G_L1: 4.019 D_real: 0.033 D_fake: 0.102 +(epoch: 89, iters: 35892, time: 0.304, data: 0.019) G_GAN: 5.679 G_L1: 4.656 D_real: 0.015 D_fake: 0.021 +(epoch: 89, iters: 35992, time: 0.284, data: 0.020) G_GAN: 2.911 G_L1: 3.180 D_real: 0.118 D_fake: 0.107 +(epoch: 89, iters: 36092, time: 0.302, data: 0.018) G_GAN: 5.056 G_L1: 4.057 D_real: 0.037 D_fake: 0.017 +(epoch: 89, iters: 36192, time: 0.415, data: 0.022) G_GAN: 3.964 G_L1: 2.617 D_real: 0.422 D_fake: 0.020 +(epoch: 89, iters: 36292, time: 0.306, data: 0.019) G_GAN: 3.437 G_L1: 3.907 D_real: 0.007 D_fake: 0.087 +(epoch: 89, iters: 36392, time: 0.291, data: 0.021) G_GAN: 3.638 G_L1: 3.185 D_real: 0.005 D_fake: 0.117 +(epoch: 89, iters: 36492, time: 0.295, data: 0.018) G_GAN: 3.057 G_L1: 3.654 D_real: 0.043 D_fake: 0.318 +(epoch: 89, iters: 36592, time: 0.618, data: 0.019) G_GAN: 3.856 G_L1: 4.236 D_real: 0.289 D_fake: 0.026 +(epoch: 89, iters: 36692, time: 0.301, data: 0.021) G_GAN: 4.486 G_L1: 3.860 D_real: 0.001 D_fake: 0.070 +(epoch: 89, iters: 36792, time: 0.295, data: 0.020) G_GAN: 3.040 G_L1: 3.477 D_real: 0.046 D_fake: 0.184 +(epoch: 89, iters: 36892, time: 0.295, data: 0.020) G_GAN: 2.999 G_L1: 2.173 D_real: 0.012 D_fake: 0.190 +(epoch: 89, iters: 36992, time: 0.421, data: 0.020) G_GAN: 3.789 G_L1: 3.624 D_real: 0.029 D_fake: 0.201 +(epoch: 89, iters: 37092, time: 0.295, data: 0.020) G_GAN: 4.400 G_L1: 3.829 D_real: 0.069 D_fake: 0.085 +(epoch: 89, iters: 37192, time: 0.299, data: 0.018) G_GAN: 5.919 G_L1: 3.414 D_real: 0.039 D_fake: 0.009 +(epoch: 89, iters: 37292, time: 0.303, data: 0.018) G_GAN: 3.901 G_L1: 4.276 D_real: 0.032 D_fake: 1.255 +(epoch: 89, iters: 37392, time: 0.423, data: 0.021) G_GAN: 4.796 G_L1: 8.144 D_real: 0.102 D_fake: 0.031 +(epoch: 89, iters: 37492, time: 0.282, data: 0.018) G_GAN: 3.334 G_L1: 3.325 D_real: 0.184 D_fake: 0.096 +(epoch: 89, iters: 37592, time: 0.299, data: 0.019) G_GAN: 2.597 G_L1: 3.542 D_real: 0.151 D_fake: 0.517 +(epoch: 89, iters: 37692, time: 0.306, data: 0.019) G_GAN: 3.582 G_L1: 2.872 D_real: 0.271 D_fake: 0.097 +(epoch: 89, iters: 37792, time: 0.412, data: 0.020) G_GAN: 6.241 G_L1: 6.123 D_real: 0.000 D_fake: 0.013 +(epoch: 89, iters: 37892, time: 0.303, data: 0.030) G_GAN: 4.133 G_L1: 4.339 D_real: 0.034 D_fake: 0.054 +(epoch: 89, iters: 37992, time: 0.293, data: 0.021) G_GAN: 3.003 G_L1: 4.465 D_real: 0.031 D_fake: 0.295 +(epoch: 89, iters: 38092, time: 0.284, data: 0.019) G_GAN: 3.486 G_L1: 5.188 D_real: 0.280 D_fake: 0.159 +(epoch: 89, iters: 38192, time: 0.418, data: 0.017) G_GAN: 4.874 G_L1: 3.986 D_real: 0.075 D_fake: 0.026 +(epoch: 89, iters: 38292, time: 0.295, data: 0.024) G_GAN: 4.995 G_L1: 3.751 D_real: 0.234 D_fake: 0.018 +(epoch: 89, iters: 38392, time: 0.288, data: 0.019) G_GAN: 3.231 G_L1: 3.490 D_real: 0.395 D_fake: 0.123 +(epoch: 89, iters: 38492, time: 0.294, data: 0.020) G_GAN: 3.620 G_L1: 3.322 D_real: 1.246 D_fake: 0.172 +(epoch: 89, iters: 38592, time: 0.562, data: 0.021) G_GAN: 4.873 G_L1: 3.315 D_real: 0.145 D_fake: 0.066 +(epoch: 89, iters: 38692, time: 0.293, data: 0.020) G_GAN: 5.619 G_L1: 5.017 D_real: 0.004 D_fake: 0.187 +(epoch: 89, iters: 38792, time: 0.295, data: 0.019) G_GAN: 4.000 G_L1: 5.516 D_real: 0.047 D_fake: 0.086 +(epoch: 89, iters: 38892, time: 0.300, data: 0.018) G_GAN: 4.286 G_L1: 3.784 D_real: 0.155 D_fake: 0.046 +(epoch: 89, iters: 38992, time: 0.423, data: 0.018) G_GAN: 5.304 G_L1: 5.697 D_real: 0.177 D_fake: 0.052 +(epoch: 89, iters: 39092, time: 0.296, data: 0.020) G_GAN: 4.646 G_L1: 4.221 D_real: 0.011 D_fake: 0.045 +(epoch: 89, iters: 39192, time: 0.298, data: 0.021) G_GAN: 4.224 G_L1: 5.009 D_real: 0.357 D_fake: 0.082 +(epoch: 89, iters: 39292, time: 0.286, data: 0.020) G_GAN: 5.164 G_L1: 4.934 D_real: 0.568 D_fake: 0.027 +(epoch: 89, iters: 39392, time: 0.417, data: 0.020) G_GAN: 4.033 G_L1: 2.482 D_real: 0.804 D_fake: 0.020 +(epoch: 89, iters: 39492, time: 0.298, data: 0.019) G_GAN: 5.783 G_L1: 4.984 D_real: 0.000 D_fake: 0.019 +(epoch: 89, iters: 39592, time: 0.281, data: 0.019) G_GAN: 2.446 G_L1: 2.679 D_real: 0.429 D_fake: 0.651 +(epoch: 89, iters: 39692, time: 0.301, data: 0.016) G_GAN: 4.712 G_L1: 5.017 D_real: 0.014 D_fake: 0.148 +(epoch: 89, iters: 39792, time: 0.428, data: 0.021) G_GAN: 5.648 G_L1: 4.114 D_real: 0.003 D_fake: 0.078 +(epoch: 89, iters: 39892, time: 0.300, data: 0.021) G_GAN: 3.558 G_L1: 2.753 D_real: 0.354 D_fake: 0.094 +(epoch: 89, iters: 39992, time: 0.301, data: 0.021) G_GAN: 3.765 G_L1: 3.100 D_real: 0.101 D_fake: 0.103 +(epoch: 89, iters: 40092, time: 0.293, data: 0.027) G_GAN: 3.646 G_L1: 3.598 D_real: 0.384 D_fake: 0.090 +(epoch: 89, iters: 40192, time: 0.415, data: 0.020) G_GAN: 5.515 G_L1: 3.145 D_real: 0.099 D_fake: 0.012 +(epoch: 89, iters: 40292, time: 0.302, data: 0.020) G_GAN: 5.283 G_L1: 4.726 D_real: 0.015 D_fake: 0.068 +(epoch: 89, iters: 40392, time: 0.302, data: 0.021) G_GAN: 4.268 G_L1: 3.039 D_real: 0.071 D_fake: 0.044 +(epoch: 89, iters: 40492, time: 0.273, data: 0.020) G_GAN: 3.709 G_L1: 3.075 D_real: 0.034 D_fake: 0.049 +(epoch: 89, iters: 40592, time: 0.612, data: 0.017) G_GAN: 3.480 G_L1: 4.412 D_real: 0.363 D_fake: 0.112 +(epoch: 89, iters: 40692, time: 0.294, data: 0.018) G_GAN: 5.815 G_L1: 4.729 D_real: 0.057 D_fake: 0.065 +(epoch: 89, iters: 40792, time: 0.300, data: 0.019) G_GAN: 4.514 G_L1: 3.462 D_real: 0.008 D_fake: 0.066 +(epoch: 89, iters: 40892, time: 0.305, data: 0.019) G_GAN: 4.915 G_L1: 4.265 D_real: 0.325 D_fake: 0.040 +(epoch: 89, iters: 40992, time: 0.418, data: 0.020) G_GAN: 2.783 G_L1: 3.361 D_real: 0.261 D_fake: 0.113 +(epoch: 89, iters: 41092, time: 0.291, data: 0.020) G_GAN: 2.860 G_L1: 3.447 D_real: 0.236 D_fake: 0.344 +(epoch: 89, iters: 41192, time: 0.296, data: 0.020) G_GAN: 3.540 G_L1: 3.289 D_real: 0.060 D_fake: 0.116 +(epoch: 89, iters: 41292, time: 0.287, data: 0.019) G_GAN: 4.626 G_L1: 3.454 D_real: 0.073 D_fake: 0.197 +(epoch: 89, iters: 41392, time: 0.414, data: 0.020) G_GAN: 4.047 G_L1: 3.847 D_real: 0.072 D_fake: 0.158 +(epoch: 89, iters: 41492, time: 0.300, data: 0.021) G_GAN: 5.221 G_L1: 5.467 D_real: 0.000 D_fake: 0.021 +(epoch: 89, iters: 41592, time: 0.293, data: 0.021) G_GAN: 4.080 G_L1: 4.121 D_real: 0.015 D_fake: 0.223 +(epoch: 89, iters: 41692, time: 0.300, data: 0.020) G_GAN: 5.538 G_L1: 6.906 D_real: 0.005 D_fake: 0.077 +(epoch: 89, iters: 41792, time: 0.426, data: 0.020) G_GAN: 3.063 G_L1: 4.390 D_real: 0.020 D_fake: 0.172 +(epoch: 89, iters: 41892, time: 0.310, data: 0.020) G_GAN: 3.412 G_L1: 3.009 D_real: 0.205 D_fake: 0.058 +(epoch: 89, iters: 41992, time: 0.295, data: 0.023) G_GAN: 3.403 G_L1: 2.162 D_real: 0.030 D_fake: 0.099 +(epoch: 89, iters: 42092, time: 0.288, data: 0.020) G_GAN: 4.049 G_L1: 3.223 D_real: 0.026 D_fake: 0.055 +(epoch: 89, iters: 42192, time: 0.430, data: 0.020) G_GAN: 4.437 G_L1: 3.867 D_real: 0.030 D_fake: 0.034 +(epoch: 89, iters: 42292, time: 0.284, data: 0.019) G_GAN: 6.638 G_L1: 5.475 D_real: 0.090 D_fake: 0.019 +(epoch: 89, iters: 42392, time: 0.302, data: 0.021) G_GAN: 3.338 G_L1: 2.811 D_real: 0.648 D_fake: 0.102 +(epoch: 89, iters: 42492, time: 0.305, data: 0.019) G_GAN: 3.937 G_L1: 3.607 D_real: 0.035 D_fake: 0.101 +(epoch: 89, iters: 42592, time: 0.634, data: 0.019) G_GAN: 4.005 G_L1: 4.838 D_real: 0.152 D_fake: 0.080 +(epoch: 89, iters: 42692, time: 0.300, data: 0.019) G_GAN: 3.924 G_L1: 3.557 D_real: 0.308 D_fake: 0.033 +(epoch: 89, iters: 42792, time: 0.293, data: 0.020) G_GAN: 4.972 G_L1: 3.553 D_real: 0.609 D_fake: 0.012 +(epoch: 89, iters: 42892, time: 0.304, data: 0.020) G_GAN: 3.062 G_L1: 3.383 D_real: 0.073 D_fake: 0.711 +(epoch: 89, iters: 42992, time: 0.396, data: 0.022) G_GAN: 4.450 G_L1: 3.556 D_real: 0.015 D_fake: 0.072 +(epoch: 89, iters: 43092, time: 0.301, data: 0.020) G_GAN: 4.053 G_L1: 3.500 D_real: 0.003 D_fake: 0.085 +(epoch: 89, iters: 43192, time: 0.305, data: 0.019) G_GAN: 4.266 G_L1: 3.709 D_real: 0.067 D_fake: 0.083 +(epoch: 89, iters: 43292, time: 0.298, data: 0.020) G_GAN: 4.397 G_L1: 4.758 D_real: 0.084 D_fake: 0.033 +(epoch: 89, iters: 43392, time: 0.421, data: 0.021) G_GAN: 4.454 G_L1: 3.721 D_real: 0.078 D_fake: 0.068 +(epoch: 89, iters: 43492, time: 0.287, data: 0.020) G_GAN: 4.817 G_L1: 2.567 D_real: 0.121 D_fake: 0.031 +(epoch: 89, iters: 43592, time: 0.303, data: 0.016) G_GAN: 3.779 G_L1: 3.500 D_real: 0.421 D_fake: 0.051 +(epoch: 89, iters: 43692, time: 0.301, data: 0.019) G_GAN: 3.430 G_L1: 3.616 D_real: 0.045 D_fake: 0.136 +(epoch: 89, iters: 43792, time: 0.412, data: 0.019) G_GAN: 3.466 G_L1: 3.370 D_real: 0.044 D_fake: 0.081 +(epoch: 89, iters: 43892, time: 0.298, data: 0.019) G_GAN: 4.680 G_L1: 4.163 D_real: 0.080 D_fake: 0.061 +(epoch: 89, iters: 43992, time: 0.299, data: 0.022) G_GAN: 6.155 G_L1: 3.807 D_real: 0.009 D_fake: 0.039 +(epoch: 89, iters: 44092, time: 0.293, data: 0.019) G_GAN: 4.598 G_L1: 2.792 D_real: 0.014 D_fake: 0.123 +(epoch: 89, iters: 44192, time: 0.381, data: 0.020) G_GAN: 3.752 G_L1: 3.603 D_real: 0.256 D_fake: 0.051 +(epoch: 89, iters: 44292, time: 0.294, data: 0.018) G_GAN: 6.132 G_L1: 7.568 D_real: 0.004 D_fake: 0.045 +(epoch: 89, iters: 44392, time: 0.305, data: 0.020) G_GAN: 4.522 G_L1: 3.605 D_real: 0.056 D_fake: 0.098 +(epoch: 89, iters: 44492, time: 0.294, data: 0.019) G_GAN: 3.358 G_L1: 3.613 D_real: 0.127 D_fake: 0.392 +(epoch: 89, iters: 44592, time: 0.609, data: 0.017) G_GAN: 4.231 G_L1: 4.817 D_real: 0.025 D_fake: 0.114 +(epoch: 89, iters: 44692, time: 0.294, data: 0.018) G_GAN: 5.579 G_L1: 4.014 D_real: 0.015 D_fake: 0.018 +(epoch: 89, iters: 44792, time: 0.294, data: 0.019) G_GAN: 3.103 G_L1: 5.100 D_real: 0.439 D_fake: 0.055 +(epoch: 89, iters: 44892, time: 0.303, data: 0.019) G_GAN: 4.741 G_L1: 4.825 D_real: 0.005 D_fake: 0.114 +(epoch: 89, iters: 44992, time: 0.408, data: 0.022) G_GAN: 3.904 G_L1: 4.673 D_real: 0.031 D_fake: 0.276 +(epoch: 89, iters: 45092, time: 0.294, data: 0.018) G_GAN: 4.013 G_L1: 3.426 D_real: 0.026 D_fake: 0.084 +(epoch: 89, iters: 45192, time: 0.279, data: 0.019) G_GAN: 4.459 G_L1: 4.486 D_real: 0.167 D_fake: 0.063 +(epoch: 89, iters: 45292, time: 0.289, data: 0.016) G_GAN: 2.709 G_L1: 2.963 D_real: 0.066 D_fake: 0.228 +(epoch: 89, iters: 45392, time: 0.405, data: 0.019) G_GAN: 2.800 G_L1: 3.250 D_real: 0.139 D_fake: 0.137 +(epoch: 89, iters: 45492, time: 0.295, data: 0.021) G_GAN: 4.673 G_L1: 4.420 D_real: 0.033 D_fake: 0.108 +(epoch: 89, iters: 45592, time: 0.299, data: 0.017) G_GAN: 3.677 G_L1: 3.756 D_real: 0.045 D_fake: 0.078 +(epoch: 89, iters: 45692, time: 0.304, data: 0.021) G_GAN: 4.196 G_L1: 4.595 D_real: 0.052 D_fake: 0.104 +(epoch: 89, iters: 45792, time: 0.422, data: 0.022) G_GAN: 4.808 G_L1: 5.196 D_real: 0.069 D_fake: 0.079 +(epoch: 89, iters: 45892, time: 0.295, data: 0.021) G_GAN: 3.936 G_L1: 2.581 D_real: 0.122 D_fake: 0.198 +(epoch: 89, iters: 45992, time: 0.305, data: 0.019) G_GAN: 4.447 G_L1: 4.656 D_real: 0.305 D_fake: 0.044 +(epoch: 89, iters: 46092, time: 0.294, data: 0.019) G_GAN: 3.496 G_L1: 2.705 D_real: 0.005 D_fake: 0.150 +(epoch: 89, iters: 46192, time: 0.385, data: 0.019) G_GAN: 6.395 G_L1: 3.397 D_real: 0.028 D_fake: 0.072 +(epoch: 89, iters: 46292, time: 0.300, data: 0.019) G_GAN: 4.320 G_L1: 3.697 D_real: 0.033 D_fake: 0.169 +(epoch: 89, iters: 46392, time: 0.302, data: 0.019) G_GAN: 3.546 G_L1: 4.877 D_real: 0.054 D_fake: 0.115 +(epoch: 89, iters: 46492, time: 0.294, data: 0.021) G_GAN: 4.113 G_L1: 4.252 D_real: 0.421 D_fake: 0.057 +(epoch: 89, iters: 46592, time: 0.621, data: 0.019) G_GAN: 4.416 G_L1: 4.020 D_real: 0.139 D_fake: 0.028 +(epoch: 89, iters: 46692, time: 0.300, data: 0.020) G_GAN: 3.619 G_L1: 3.631 D_real: 0.022 D_fake: 0.107 +(epoch: 89, iters: 46792, time: 0.293, data: 0.020) G_GAN: 5.361 G_L1: 4.735 D_real: 0.237 D_fake: 0.016 +(epoch: 89, iters: 46892, time: 0.285, data: 0.019) G_GAN: 4.210 G_L1: 2.944 D_real: 0.069 D_fake: 0.098 +(epoch: 89, iters: 46992, time: 0.418, data: 0.019) G_GAN: 5.504 G_L1: 6.745 D_real: 0.044 D_fake: 0.241 +(epoch: 89, iters: 47092, time: 0.295, data: 0.022) G_GAN: 4.155 G_L1: 5.534 D_real: 0.003 D_fake: 0.048 +(epoch: 89, iters: 47192, time: 0.282, data: 0.019) G_GAN: 3.198 G_L1: 2.871 D_real: 0.153 D_fake: 0.117 +(epoch: 89, iters: 47292, time: 0.303, data: 0.018) G_GAN: 4.667 G_L1: 4.443 D_real: 0.029 D_fake: 0.104 +(epoch: 89, iters: 47392, time: 0.406, data: 0.021) G_GAN: 5.460 G_L1: 5.248 D_real: 0.016 D_fake: 0.065 +(epoch: 89, iters: 47492, time: 0.296, data: 0.019) G_GAN: 5.029 G_L1: 4.547 D_real: 0.057 D_fake: 0.061 +(epoch: 89, iters: 47592, time: 0.296, data: 0.020) G_GAN: 5.202 G_L1: 3.851 D_real: 0.005 D_fake: 0.059 +(epoch: 89, iters: 47692, time: 0.296, data: 0.020) G_GAN: 4.533 G_L1: 4.062 D_real: 0.130 D_fake: 0.020 +(epoch: 89, iters: 47792, time: 0.403, data: 0.019) G_GAN: 4.932 G_L1: 4.074 D_real: 0.058 D_fake: 0.075 +(epoch: 89, iters: 47892, time: 0.287, data: 0.019) G_GAN: 3.968 G_L1: 3.459 D_real: 0.028 D_fake: 0.052 +(epoch: 89, iters: 47992, time: 0.297, data: 0.021) G_GAN: 2.871 G_L1: 3.250 D_real: 0.001 D_fake: 0.352 +(epoch: 89, iters: 48092, time: 0.288, data: 0.019) G_GAN: 3.488 G_L1: 4.726 D_real: 0.239 D_fake: 0.066 +(epoch: 89, iters: 48192, time: 0.413, data: 0.018) G_GAN: 5.573 G_L1: 3.802 D_real: 0.075 D_fake: 0.097 +(epoch: 89, iters: 48292, time: 0.294, data: 0.018) G_GAN: 5.194 G_L1: 5.125 D_real: 0.229 D_fake: 0.018 +(epoch: 89, iters: 48392, time: 0.289, data: 0.019) G_GAN: 3.352 G_L1: 5.811 D_real: 0.069 D_fake: 0.282 +(epoch: 89, iters: 48492, time: 0.305, data: 0.018) G_GAN: 6.807 G_L1: 2.482 D_real: 0.077 D_fake: 0.008 +(epoch: 89, iters: 48592, time: 0.605, data: 0.020) G_GAN: 3.145 G_L1: 2.613 D_real: 0.076 D_fake: 0.364 +(epoch: 89, iters: 48692, time: 0.283, data: 0.020) G_GAN: 4.760 G_L1: 2.935 D_real: 0.003 D_fake: 0.036 +(epoch: 89, iters: 48792, time: 0.271, data: 0.016) G_GAN: 3.174 G_L1: 3.074 D_real: 0.631 D_fake: 0.074 +(epoch: 89, iters: 48892, time: 0.251, data: 0.016) G_GAN: 5.193 G_L1: 3.773 D_real: 0.005 D_fake: 0.031 +(epoch: 89, iters: 48992, time: 0.397, data: 0.016) G_GAN: 4.281 G_L1: 3.635 D_real: 0.048 D_fake: 0.103 +(epoch: 89, iters: 49092, time: 0.295, data: 0.019) G_GAN: 4.392 G_L1: 3.358 D_real: 0.025 D_fake: 0.032 +(epoch: 89, iters: 49192, time: 0.285, data: 0.019) G_GAN: 3.026 G_L1: 3.560 D_real: 0.085 D_fake: 0.162 +(epoch: 89, iters: 49292, time: 0.288, data: 0.019) G_GAN: 3.167 G_L1: 3.325 D_real: 0.199 D_fake: 0.148 +(epoch: 89, iters: 49392, time: 0.410, data: 0.017) G_GAN: 2.842 G_L1: 4.345 D_real: 0.522 D_fake: 0.078 +(epoch: 89, iters: 49492, time: 0.303, data: 0.018) G_GAN: 2.971 G_L1: 3.549 D_real: 0.208 D_fake: 0.111 +(epoch: 89, iters: 49592, time: 0.289, data: 0.019) G_GAN: 3.946 G_L1: 2.934 D_real: 0.203 D_fake: 0.058 +(epoch: 89, iters: 49692, time: 0.286, data: 0.019) G_GAN: 3.492 G_L1: 2.706 D_real: 0.187 D_fake: 0.542 +(epoch: 89, iters: 49792, time: 0.404, data: 0.018) G_GAN: 3.602 G_L1: 4.152 D_real: 0.004 D_fake: 0.155 +(epoch: 89, iters: 49892, time: 0.283, data: 0.018) G_GAN: 3.483 G_L1: 3.874 D_real: 0.120 D_fake: 0.110 +(epoch: 89, iters: 49992, time: 0.268, data: 0.019) G_GAN: 3.636 G_L1: 2.845 D_real: 0.104 D_fake: 0.115 +(epoch: 89, iters: 50092, time: 0.294, data: 0.015) G_GAN: 4.266 G_L1: 5.672 D_real: 0.055 D_fake: 0.184 +(epoch: 89, iters: 50192, time: 0.405, data: 0.019) G_GAN: 6.052 G_L1: 4.931 D_real: 0.162 D_fake: 0.036 +(epoch: 89, iters: 50292, time: 0.295, data: 0.019) G_GAN: 4.777 G_L1: 2.932 D_real: 0.071 D_fake: 0.029 +(epoch: 89, iters: 50392, time: 0.289, data: 0.018) G_GAN: 3.574 G_L1: 4.139 D_real: 0.021 D_fake: 0.164 +(epoch: 89, iters: 50492, time: 0.283, data: 0.020) G_GAN: 4.799 G_L1: 4.996 D_real: 0.004 D_fake: 0.060 +(epoch: 89, iters: 50592, time: 0.600, data: 0.018) G_GAN: 4.191 G_L1: 3.472 D_real: 0.307 D_fake: 0.032 +(epoch: 89, iters: 50692, time: 0.298, data: 0.014) G_GAN: 4.637 G_L1: 3.204 D_real: 0.745 D_fake: 0.012 +(epoch: 89, iters: 50792, time: 0.297, data: 0.019) G_GAN: 4.235 G_L1: 6.594 D_real: 0.066 D_fake: 0.719 +(epoch: 89, iters: 50892, time: 0.295, data: 0.018) G_GAN: 4.552 G_L1: 3.177 D_real: 0.004 D_fake: 0.049 +(epoch: 89, iters: 50992, time: 0.412, data: 0.019) G_GAN: 4.066 G_L1: 4.818 D_real: 0.076 D_fake: 0.072 +(epoch: 89, iters: 51092, time: 0.289, data: 0.018) G_GAN: 5.236 G_L1: 3.867 D_real: 0.018 D_fake: 0.018 +(epoch: 89, iters: 51192, time: 0.285, data: 0.018) G_GAN: 3.773 G_L1: 5.115 D_real: 0.011 D_fake: 0.240 +(epoch: 89, iters: 51292, time: 0.289, data: 0.018) G_GAN: 3.208 G_L1: 3.800 D_real: 0.064 D_fake: 0.124 +(epoch: 89, iters: 51392, time: 0.411, data: 0.017) G_GAN: 4.835 G_L1: 3.862 D_real: 0.020 D_fake: 0.042 +(epoch: 89, iters: 51492, time: 0.295, data: 0.017) G_GAN: 3.756 G_L1: 1.945 D_real: 0.025 D_fake: 0.192 +(epoch: 89, iters: 51592, time: 0.283, data: 0.017) G_GAN: 5.118 G_L1: 6.242 D_real: 0.114 D_fake: 0.026 +(epoch: 89, iters: 51692, time: 0.267, data: 0.017) G_GAN: 3.451 G_L1: 5.148 D_real: 0.013 D_fake: 0.151 +(epoch: 89, iters: 51792, time: 0.409, data: 0.018) G_GAN: 3.695 G_L1: 3.994 D_real: 0.713 D_fake: 0.052 +(epoch: 89, iters: 51892, time: 0.294, data: 0.017) G_GAN: 3.453 G_L1: 2.412 D_real: 0.070 D_fake: 0.112 +(epoch: 89, iters: 51992, time: 0.295, data: 0.021) G_GAN: 3.972 G_L1: 4.366 D_real: 0.016 D_fake: 0.081 +(epoch: 89, iters: 52092, time: 0.293, data: 0.018) G_GAN: 4.943 G_L1: 4.430 D_real: 0.015 D_fake: 0.028 +(epoch: 89, iters: 52192, time: 0.391, data: 0.020) G_GAN: 2.686 G_L1: 2.479 D_real: 0.473 D_fake: 0.114 +(epoch: 89, iters: 52292, time: 0.296, data: 0.016) G_GAN: 4.652 G_L1: 5.130 D_real: 0.192 D_fake: 0.060 +(epoch: 89, iters: 52392, time: 0.303, data: 0.019) G_GAN: 3.747 G_L1: 3.492 D_real: 0.031 D_fake: 0.111 +(epoch: 89, iters: 52492, time: 0.281, data: 0.019) G_GAN: 7.935 G_L1: 4.588 D_real: 0.178 D_fake: 0.008 +(epoch: 89, iters: 52592, time: 0.620, data: 0.015) G_GAN: 3.791 G_L1: 2.902 D_real: 0.123 D_fake: 0.127 +(epoch: 89, iters: 52692, time: 0.286, data: 0.019) G_GAN: 5.686 G_L1: 6.215 D_real: 0.055 D_fake: 0.040 +(epoch: 89, iters: 52792, time: 0.288, data: 0.018) G_GAN: 8.833 G_L1: 5.150 D_real: 0.015 D_fake: 0.002 +(epoch: 89, iters: 52892, time: 0.297, data: 0.018) G_GAN: 4.464 G_L1: 3.887 D_real: 0.028 D_fake: 0.029 +(epoch: 89, iters: 52992, time: 0.401, data: 0.019) G_GAN: 3.955 G_L1: 5.236 D_real: 0.086 D_fake: 0.227 +(epoch: 89, iters: 53092, time: 0.296, data: 0.015) G_GAN: 3.644 G_L1: 3.069 D_real: 0.414 D_fake: 0.035 +(epoch: 89, iters: 53192, time: 0.279, data: 0.018) G_GAN: 4.207 G_L1: 4.301 D_real: 0.002 D_fake: 0.034 +(epoch: 89, iters: 53292, time: 0.289, data: 0.017) G_GAN: 2.963 G_L1: 3.009 D_real: 0.394 D_fake: 0.322 +(epoch: 89, iters: 53392, time: 0.411, data: 0.019) G_GAN: 4.315 G_L1: 4.319 D_real: 0.366 D_fake: 0.099 +(epoch: 89, iters: 53492, time: 0.296, data: 0.017) G_GAN: 2.551 G_L1: 3.319 D_real: 0.391 D_fake: 0.118 +(epoch: 89, iters: 53592, time: 0.303, data: 0.020) G_GAN: 4.081 G_L1: 3.336 D_real: 0.220 D_fake: 0.111 +(epoch: 89, iters: 53692, time: 0.301, data: 0.020) G_GAN: 4.652 G_L1: 3.332 D_real: 0.016 D_fake: 0.133 +(epoch: 89, iters: 53792, time: 0.418, data: 0.020) G_GAN: 3.399 G_L1: 3.695 D_real: 0.056 D_fake: 0.195 +(epoch: 89, iters: 53892, time: 0.298, data: 0.018) G_GAN: 4.254 G_L1: 3.283 D_real: 0.010 D_fake: 0.070 +(epoch: 89, iters: 53992, time: 0.289, data: 0.020) G_GAN: 4.589 G_L1: 3.985 D_real: 0.071 D_fake: 0.041 +(epoch: 89, iters: 54092, time: 0.295, data: 0.018) G_GAN: 3.067 G_L1: 4.014 D_real: 0.184 D_fake: 0.228 +(epoch: 89, iters: 54192, time: 0.425, data: 0.019) G_GAN: 3.580 G_L1: 3.406 D_real: 0.008 D_fake: 0.145 +(epoch: 89, iters: 54292, time: 0.299, data: 0.027) G_GAN: 4.502 G_L1: 3.913 D_real: 0.052 D_fake: 0.078 +(epoch: 89, iters: 54392, time: 0.257, data: 0.018) G_GAN: 4.050 G_L1: 3.566 D_real: 0.027 D_fake: 0.062 +(epoch: 89, iters: 54492, time: 0.275, data: 0.015) G_GAN: 4.121 G_L1: 3.624 D_real: 0.011 D_fake: 0.072 +(epoch: 89, iters: 54592, time: 0.626, data: 0.021) G_GAN: 3.533 G_L1: 4.228 D_real: 0.060 D_fake: 0.083 +(epoch: 89, iters: 54692, time: 0.300, data: 0.018) G_GAN: 4.477 G_L1: 3.154 D_real: 0.431 D_fake: 0.020 +(epoch: 89, iters: 54792, time: 0.303, data: 0.019) G_GAN: 4.055 G_L1: 4.145 D_real: 0.000 D_fake: 0.079 +(epoch: 89, iters: 54892, time: 0.305, data: 0.019) G_GAN: 5.089 G_L1: 2.863 D_real: 0.083 D_fake: 0.077 +(epoch: 89, iters: 54992, time: 0.418, data: 0.022) G_GAN: 8.051 G_L1: 3.915 D_real: 0.130 D_fake: 0.004 +(epoch: 89, iters: 55092, time: 0.294, data: 0.020) G_GAN: 4.929 G_L1: 3.576 D_real: 0.083 D_fake: 0.019 +(epoch: 89, iters: 55192, time: 0.298, data: 0.021) G_GAN: 4.578 G_L1: 3.882 D_real: 0.026 D_fake: 0.181 +(epoch: 89, iters: 55292, time: 0.280, data: 0.019) G_GAN: 5.721 G_L1: 2.959 D_real: 0.120 D_fake: 0.023 +(epoch: 89, iters: 55392, time: 0.413, data: 0.017) G_GAN: 4.523 G_L1: 3.827 D_real: 0.250 D_fake: 0.047 +(epoch: 89, iters: 55492, time: 0.284, data: 0.018) G_GAN: 7.063 G_L1: 5.646 D_real: 0.002 D_fake: 0.541 +(epoch: 89, iters: 55592, time: 0.302, data: 0.016) G_GAN: 5.612 G_L1: 2.742 D_real: 0.020 D_fake: 0.021 +(epoch: 89, iters: 55692, time: 0.300, data: 0.019) G_GAN: 6.738 G_L1: 5.477 D_real: 0.116 D_fake: 0.013 +(epoch: 89, iters: 55792, time: 0.376, data: 0.019) G_GAN: 4.459 G_L1: 3.441 D_real: 0.042 D_fake: 0.069 +(epoch: 89, iters: 55892, time: 0.305, data: 0.027) G_GAN: 3.770 G_L1: 4.164 D_real: 0.262 D_fake: 0.094 +(epoch: 89, iters: 55992, time: 0.287, data: 0.021) G_GAN: 5.014 G_L1: 5.283 D_real: 0.029 D_fake: 0.221 +(epoch: 89, iters: 56092, time: 0.297, data: 0.018) G_GAN: 3.715 G_L1: 6.372 D_real: 0.044 D_fake: 0.122 +(epoch: 89, iters: 56192, time: 0.420, data: 0.018) G_GAN: 5.375 G_L1: 4.213 D_real: 0.194 D_fake: 0.067 +(epoch: 89, iters: 56292, time: 0.281, data: 0.021) G_GAN: 2.809 G_L1: 3.883 D_real: 0.593 D_fake: 0.063 +(epoch: 89, iters: 56392, time: 0.293, data: 0.017) G_GAN: 5.126 G_L1: 3.091 D_real: 0.027 D_fake: 0.040 +(epoch: 89, iters: 56492, time: 0.304, data: 0.020) G_GAN: 3.622 G_L1: 4.131 D_real: 0.196 D_fake: 0.198 +(epoch: 89, iters: 56592, time: 0.626, data: 0.021) G_GAN: 4.035 G_L1: 5.637 D_real: 0.019 D_fake: 0.125 +(epoch: 89, iters: 56692, time: 0.302, data: 0.016) G_GAN: 4.443 G_L1: 3.847 D_real: 0.080 D_fake: 0.127 +(epoch: 89, iters: 56792, time: 0.288, data: 0.021) G_GAN: 4.669 G_L1: 3.527 D_real: 0.038 D_fake: 0.097 +(epoch: 89, iters: 56892, time: 0.286, data: 0.018) G_GAN: 4.157 G_L1: 2.740 D_real: 0.251 D_fake: 0.227 +(epoch: 89, iters: 56992, time: 0.406, data: 0.017) G_GAN: 6.011 G_L1: 4.128 D_real: 0.008 D_fake: 0.030 +(epoch: 89, iters: 57092, time: 0.283, data: 0.019) G_GAN: 5.904 G_L1: 6.119 D_real: 0.108 D_fake: 0.008 +(epoch: 89, iters: 57192, time: 0.278, data: 0.018) G_GAN: 4.964 G_L1: 4.051 D_real: 0.091 D_fake: 0.066 +(epoch: 89, iters: 57292, time: 0.297, data: 0.015) G_GAN: 4.946 G_L1: 3.456 D_real: 0.201 D_fake: 0.068 +(epoch: 89, iters: 57392, time: 0.427, data: 0.019) G_GAN: 4.093 G_L1: 4.347 D_real: 0.012 D_fake: 0.082 +(epoch: 89, iters: 57492, time: 0.303, data: 0.020) G_GAN: 5.621 G_L1: 3.666 D_real: 0.011 D_fake: 0.040 +(epoch: 89, iters: 57592, time: 0.301, data: 0.020) G_GAN: 3.771 G_L1: 3.774 D_real: 0.425 D_fake: 0.050 +(epoch: 89, iters: 57692, time: 0.293, data: 0.020) G_GAN: 4.856 G_L1: 2.967 D_real: 0.037 D_fake: 0.024 +(epoch: 89, iters: 57792, time: 0.407, data: 0.019) G_GAN: 4.373 G_L1: 4.810 D_real: 0.038 D_fake: 0.100 +(epoch: 89, iters: 57892, time: 0.290, data: 0.017) G_GAN: 6.054 G_L1: 4.552 D_real: 0.030 D_fake: 0.044 +(epoch: 89, iters: 57992, time: 0.280, data: 0.019) G_GAN: 6.353 G_L1: 3.087 D_real: 0.000 D_fake: 0.007 +(epoch: 89, iters: 58092, time: 0.294, data: 0.017) G_GAN: 4.982 G_L1: 3.892 D_real: 0.016 D_fake: 0.049 +(epoch: 89, iters: 58192, time: 0.419, data: 0.019) G_GAN: 5.620 G_L1: 4.683 D_real: 0.079 D_fake: 0.015 +(epoch: 89, iters: 58292, time: 0.303, data: 0.019) G_GAN: 5.432 G_L1: 3.369 D_real: 0.084 D_fake: 0.043 +(epoch: 89, iters: 58392, time: 0.296, data: 0.019) G_GAN: 4.854 G_L1: 4.427 D_real: 0.003 D_fake: 0.034 +(epoch: 89, iters: 58492, time: 0.292, data: 0.019) G_GAN: 3.385 G_L1: 3.224 D_real: 0.158 D_fake: 0.160 +(epoch: 89, iters: 58592, time: 0.604, data: 0.018) G_GAN: 5.796 G_L1: 4.225 D_real: 0.005 D_fake: 0.010 +(epoch: 89, iters: 58692, time: 0.291, data: 0.020) G_GAN: 5.717 G_L1: 2.831 D_real: 0.019 D_fake: 0.011 +(epoch: 89, iters: 58792, time: 0.302, data: 0.019) G_GAN: 6.167 G_L1: 5.632 D_real: 0.005 D_fake: 0.017 +(epoch: 89, iters: 58892, time: 0.302, data: 0.019) G_GAN: 7.545 G_L1: 4.462 D_real: 0.004 D_fake: 0.003 +(epoch: 89, iters: 58992, time: 0.421, data: 0.020) G_GAN: 5.666 G_L1: 4.782 D_real: 0.090 D_fake: 0.025 +(epoch: 89, iters: 59092, time: 0.292, data: 0.020) G_GAN: 4.991 G_L1: 6.158 D_real: 0.041 D_fake: 0.047 +(epoch: 89, iters: 59192, time: 0.298, data: 0.019) G_GAN: 4.799 G_L1: 3.682 D_real: 0.145 D_fake: 0.086 +(epoch: 89, iters: 59292, time: 0.296, data: 0.020) G_GAN: 5.332 G_L1: 4.968 D_real: 0.036 D_fake: 0.023 +(epoch: 89, iters: 59392, time: 0.418, data: 0.018) G_GAN: 4.368 G_L1: 4.892 D_real: 0.021 D_fake: 0.080 +(epoch: 89, iters: 59492, time: 0.302, data: 0.020) G_GAN: 5.547 G_L1: 5.609 D_real: 0.192 D_fake: 0.128 +(epoch: 89, iters: 59592, time: 0.305, data: 0.021) G_GAN: 5.804 G_L1: 3.769 D_real: 0.032 D_fake: 0.010 +(epoch: 89, iters: 59692, time: 0.302, data: 0.021) G_GAN: 5.015 G_L1: 3.577 D_real: 0.009 D_fake: 0.021 +(epoch: 89, iters: 59792, time: 0.426, data: 0.020) G_GAN: 4.427 G_L1: 4.418 D_real: 0.015 D_fake: 0.054 +(epoch: 89, iters: 59892, time: 0.301, data: 0.019) G_GAN: 5.823 G_L1: 4.643 D_real: 0.003 D_fake: 0.052 +(epoch: 89, iters: 59992, time: 0.296, data: 0.020) G_GAN: 5.431 G_L1: 4.935 D_real: 0.171 D_fake: 0.075 +(epoch: 90, iters: 76, time: 0.298, data: 0.020) G_GAN: 5.667 G_L1: 3.606 D_real: 0.007 D_fake: 0.019 +(epoch: 90, iters: 176, time: 0.628, data: 0.019) G_GAN: 4.166 G_L1: 3.407 D_real: 0.004 D_fake: 0.128 +(epoch: 90, iters: 276, time: 0.293, data: 0.020) G_GAN: 5.750 G_L1: 3.555 D_real: 0.118 D_fake: 0.022 +(epoch: 90, iters: 376, time: 0.304, data: 0.022) G_GAN: 6.792 G_L1: 4.389 D_real: 0.000 D_fake: 0.007 +(epoch: 90, iters: 476, time: 0.293, data: 0.021) G_GAN: 5.491 G_L1: 3.986 D_real: 0.006 D_fake: 0.016 +(epoch: 90, iters: 576, time: 0.625, data: 0.021) G_GAN: 5.143 G_L1: 4.742 D_real: 0.004 D_fake: 0.055 +(epoch: 90, iters: 676, time: 0.301, data: 0.020) G_GAN: 4.987 G_L1: 3.304 D_real: 0.052 D_fake: 0.023 +(epoch: 90, iters: 776, time: 0.303, data: 0.021) G_GAN: 6.746 G_L1: 5.956 D_real: 0.031 D_fake: 0.020 +(epoch: 90, iters: 876, time: 0.302, data: 0.021) G_GAN: 4.500 G_L1: 4.435 D_real: 0.005 D_fake: 0.081 +(epoch: 90, iters: 976, time: 0.419, data: 0.020) G_GAN: 5.486 G_L1: 3.542 D_real: 0.074 D_fake: 0.010 +(epoch: 90, iters: 1076, time: 0.300, data: 0.020) G_GAN: 6.143 G_L1: 4.818 D_real: 0.025 D_fake: 0.027 +(epoch: 90, iters: 1176, time: 0.301, data: 0.021) G_GAN: 4.121 G_L1: 3.696 D_real: 0.237 D_fake: 0.065 +(epoch: 90, iters: 1276, time: 0.303, data: 0.023) G_GAN: 4.787 G_L1: 4.652 D_real: 0.189 D_fake: 0.018 +(epoch: 90, iters: 1376, time: 0.411, data: 0.021) G_GAN: 6.605 G_L1: 4.075 D_real: 0.010 D_fake: 0.005 +(epoch: 90, iters: 1476, time: 0.301, data: 0.020) G_GAN: 5.663 G_L1: 3.660 D_real: 0.048 D_fake: 0.013 +(epoch: 90, iters: 1576, time: 0.293, data: 0.020) G_GAN: 6.864 G_L1: 7.273 D_real: 0.020 D_fake: 0.011 +(epoch: 90, iters: 1676, time: 0.292, data: 0.020) G_GAN: 4.502 G_L1: 2.366 D_real: 0.005 D_fake: 0.059 +(epoch: 90, iters: 1776, time: 0.399, data: 0.020) G_GAN: 4.570 G_L1: 3.167 D_real: 0.066 D_fake: 0.117 +(epoch: 90, iters: 1876, time: 0.302, data: 0.021) G_GAN: 5.523 G_L1: 4.484 D_real: 0.001 D_fake: 0.021 +(epoch: 90, iters: 1976, time: 0.296, data: 0.020) G_GAN: 5.274 G_L1: 5.056 D_real: 0.002 D_fake: 0.024 +(epoch: 90, iters: 2076, time: 0.303, data: 0.020) G_GAN: 4.508 G_L1: 3.485 D_real: 0.017 D_fake: 0.073 +(epoch: 90, iters: 2176, time: 0.414, data: 0.026) G_GAN: 4.420 G_L1: 3.782 D_real: 0.043 D_fake: 0.064 +(epoch: 90, iters: 2276, time: 0.291, data: 0.023) G_GAN: 4.430 G_L1: 4.177 D_real: 0.001 D_fake: 0.086 +(epoch: 90, iters: 2376, time: 0.300, data: 0.019) G_GAN: 3.305 G_L1: 2.595 D_real: 0.171 D_fake: 0.135 +(epoch: 90, iters: 2476, time: 0.304, data: 0.020) G_GAN: 5.985 G_L1: 3.843 D_real: 0.033 D_fake: 0.010 +(epoch: 90, iters: 2576, time: 0.631, data: 0.020) G_GAN: 4.252 G_L1: 3.761 D_real: 0.013 D_fake: 0.260 +(epoch: 90, iters: 2676, time: 0.292, data: 0.020) G_GAN: 4.117 G_L1: 4.544 D_real: 0.029 D_fake: 0.067 +(epoch: 90, iters: 2776, time: 0.293, data: 0.020) G_GAN: 3.939 G_L1: 3.469 D_real: 0.051 D_fake: 0.291 +(epoch: 90, iters: 2876, time: 0.305, data: 0.022) G_GAN: 3.654 G_L1: 3.302 D_real: 0.156 D_fake: 0.101 +(epoch: 90, iters: 2976, time: 0.396, data: 0.022) G_GAN: 3.925 G_L1: 3.852 D_real: 0.116 D_fake: 0.050 +(epoch: 90, iters: 3076, time: 0.302, data: 0.020) G_GAN: 4.683 G_L1: 3.988 D_real: 0.269 D_fake: 0.086 +(epoch: 90, iters: 3176, time: 0.307, data: 0.022) G_GAN: 3.835 G_L1: 3.625 D_real: 0.166 D_fake: 0.342 +(epoch: 90, iters: 3276, time: 0.304, data: 0.020) G_GAN: 6.371 G_L1: 11.828 D_real: 0.002 D_fake: 0.030 +(epoch: 90, iters: 3376, time: 0.410, data: 0.022) G_GAN: 4.066 G_L1: 3.220 D_real: 0.027 D_fake: 0.059 +(epoch: 90, iters: 3476, time: 0.300, data: 0.020) G_GAN: 4.869 G_L1: 4.111 D_real: 0.004 D_fake: 0.095 +(epoch: 90, iters: 3576, time: 0.306, data: 0.022) G_GAN: 5.632 G_L1: 4.460 D_real: 0.443 D_fake: 0.022 +(epoch: 90, iters: 3676, time: 0.305, data: 0.022) G_GAN: 6.188 G_L1: 6.118 D_real: 0.004 D_fake: 0.013 +(epoch: 90, iters: 3776, time: 0.417, data: 0.025) G_GAN: 6.045 G_L1: 4.244 D_real: 0.045 D_fake: 0.061 +(epoch: 90, iters: 3876, time: 0.304, data: 0.019) G_GAN: 4.828 G_L1: 2.803 D_real: 0.057 D_fake: 0.081 +(epoch: 90, iters: 3976, time: 0.303, data: 0.021) G_GAN: 4.009 G_L1: 4.010 D_real: 0.000 D_fake: 0.046 +(epoch: 90, iters: 4076, time: 0.302, data: 0.020) G_GAN: 3.572 G_L1: 3.652 D_real: 0.055 D_fake: 0.181 +(epoch: 90, iters: 4176, time: 0.421, data: 0.021) G_GAN: 7.042 G_L1: 7.122 D_real: 0.053 D_fake: 0.003 +(epoch: 90, iters: 4276, time: 0.305, data: 0.021) G_GAN: 5.543 G_L1: 4.037 D_real: 0.003 D_fake: 0.064 +(epoch: 90, iters: 4376, time: 0.296, data: 0.020) G_GAN: 3.836 G_L1: 4.551 D_real: 0.268 D_fake: 0.026 +(epoch: 90, iters: 4476, time: 0.298, data: 0.019) G_GAN: 3.805 G_L1: 3.024 D_real: 0.082 D_fake: 0.086 +(epoch: 90, iters: 4576, time: 0.630, data: 0.019) G_GAN: 4.000 G_L1: 3.294 D_real: 0.012 D_fake: 0.171 +(epoch: 90, iters: 4676, time: 0.300, data: 0.019) G_GAN: 5.068 G_L1: 3.512 D_real: 0.362 D_fake: 0.025 +(epoch: 90, iters: 4776, time: 0.295, data: 0.020) G_GAN: 5.575 G_L1: 3.505 D_real: 0.060 D_fake: 0.010 +(epoch: 90, iters: 4876, time: 0.303, data: 0.019) G_GAN: 3.803 G_L1: 6.177 D_real: 0.065 D_fake: 0.073 +(epoch: 90, iters: 4976, time: 0.414, data: 0.020) G_GAN: 4.097 G_L1: 3.918 D_real: 0.001 D_fake: 0.110 +(epoch: 90, iters: 5076, time: 0.300, data: 0.022) G_GAN: 5.068 G_L1: 3.487 D_real: 0.067 D_fake: 0.024 +(epoch: 90, iters: 5176, time: 0.301, data: 0.021) G_GAN: 4.156 G_L1: 3.089 D_real: 0.087 D_fake: 0.294 +(epoch: 90, iters: 5276, time: 0.299, data: 0.020) G_GAN: 4.252 G_L1: 13.184 D_real: 0.061 D_fake: 0.173 +(epoch: 90, iters: 5376, time: 0.420, data: 0.020) G_GAN: 4.484 G_L1: 3.897 D_real: 0.026 D_fake: 0.213 +(epoch: 90, iters: 5476, time: 0.305, data: 0.019) G_GAN: 4.365 G_L1: 4.066 D_real: 0.268 D_fake: 0.027 +(epoch: 90, iters: 5576, time: 0.302, data: 0.019) G_GAN: 4.541 G_L1: 4.438 D_real: 0.026 D_fake: 0.053 +(epoch: 90, iters: 5676, time: 0.303, data: 0.019) G_GAN: 4.771 G_L1: 3.970 D_real: 0.022 D_fake: 0.040 +(epoch: 90, iters: 5776, time: 0.386, data: 0.020) G_GAN: 4.788 G_L1: 4.402 D_real: 0.013 D_fake: 0.119 +(epoch: 90, iters: 5876, time: 0.300, data: 0.019) G_GAN: 2.729 G_L1: 3.640 D_real: 0.079 D_fake: 0.379 +(epoch: 90, iters: 5976, time: 0.305, data: 0.019) G_GAN: 3.752 G_L1: 3.209 D_real: 0.008 D_fake: 0.385 +(epoch: 90, iters: 6076, time: 0.305, data: 0.019) G_GAN: 5.436 G_L1: 4.232 D_real: 0.000 D_fake: 0.041 +(epoch: 90, iters: 6176, time: 0.412, data: 0.019) G_GAN: 4.247 G_L1: 3.687 D_real: 0.001 D_fake: 0.140 +(epoch: 90, iters: 6276, time: 0.299, data: 0.018) G_GAN: 3.348 G_L1: 3.848 D_real: 0.018 D_fake: 0.102 +(epoch: 90, iters: 6376, time: 0.306, data: 0.018) G_GAN: 3.868 G_L1: 6.721 D_real: 0.392 D_fake: 0.034 +(epoch: 90, iters: 6476, time: 0.287, data: 0.019) G_GAN: 5.328 G_L1: 3.636 D_real: 0.051 D_fake: 0.012 +(epoch: 90, iters: 6576, time: 0.571, data: 0.018) G_GAN: 4.548 G_L1: 4.459 D_real: 0.044 D_fake: 0.051 +(epoch: 90, iters: 6676, time: 0.300, data: 0.019) G_GAN: 3.702 G_L1: 3.872 D_real: 0.688 D_fake: 0.032 +(epoch: 90, iters: 6776, time: 0.304, data: 0.019) G_GAN: 4.673 G_L1: 3.927 D_real: 0.045 D_fake: 0.043 +(epoch: 90, iters: 6876, time: 0.287, data: 0.021) G_GAN: 4.920 G_L1: 2.783 D_real: 0.021 D_fake: 0.027 +(epoch: 90, iters: 6976, time: 0.422, data: 0.018) G_GAN: 4.599 G_L1: 3.690 D_real: 0.003 D_fake: 0.220 +(epoch: 90, iters: 7076, time: 0.300, data: 0.017) G_GAN: 2.521 G_L1: 1.805 D_real: 0.018 D_fake: 0.324 +(epoch: 90, iters: 7176, time: 0.300, data: 0.019) G_GAN: 3.852 G_L1: 2.764 D_real: 0.243 D_fake: 0.122 +(epoch: 90, iters: 7276, time: 0.302, data: 0.019) G_GAN: 3.867 G_L1: 4.859 D_real: 0.011 D_fake: 0.070 +(epoch: 90, iters: 7376, time: 0.414, data: 0.018) G_GAN: 3.731 G_L1: 3.845 D_real: 0.351 D_fake: 0.055 +(epoch: 90, iters: 7476, time: 0.294, data: 0.018) G_GAN: 4.214 G_L1: 3.874 D_real: 0.123 D_fake: 0.066 +(epoch: 90, iters: 7576, time: 0.299, data: 0.017) G_GAN: 5.438 G_L1: 2.875 D_real: 0.079 D_fake: 0.262 +(epoch: 90, iters: 7676, time: 0.298, data: 0.024) G_GAN: 5.428 G_L1: 3.894 D_real: 0.012 D_fake: 0.063 +(epoch: 90, iters: 7776, time: 0.426, data: 0.019) G_GAN: 3.703 G_L1: 5.540 D_real: 0.091 D_fake: 0.053 +(epoch: 90, iters: 7876, time: 0.303, data: 0.019) G_GAN: 4.659 G_L1: 5.270 D_real: 0.060 D_fake: 0.096 +(epoch: 90, iters: 7976, time: 0.299, data: 0.021) G_GAN: 4.486 G_L1: 2.769 D_real: 0.024 D_fake: 0.033 +(epoch: 90, iters: 8076, time: 0.304, data: 0.023) G_GAN: 4.183 G_L1: 5.384 D_real: 0.003 D_fake: 0.241 +(epoch: 90, iters: 8176, time: 0.412, data: 0.020) G_GAN: 3.933 G_L1: 2.943 D_real: 0.516 D_fake: 0.018 +(epoch: 90, iters: 8276, time: 0.302, data: 0.018) G_GAN: 4.532 G_L1: 4.996 D_real: 0.165 D_fake: 0.055 +(epoch: 90, iters: 8376, time: 0.300, data: 0.021) G_GAN: 3.847 G_L1: 3.348 D_real: 0.226 D_fake: 0.118 +(epoch: 90, iters: 8476, time: 0.291, data: 0.025) G_GAN: 3.724 G_L1: 3.031 D_real: 0.002 D_fake: 0.182 +(epoch: 90, iters: 8576, time: 0.638, data: 0.018) G_GAN: 3.451 G_L1: 3.682 D_real: 0.120 D_fake: 0.256 +(epoch: 90, iters: 8676, time: 0.281, data: 0.019) G_GAN: 3.291 G_L1: 2.200 D_real: 0.028 D_fake: 0.534 +(epoch: 90, iters: 8776, time: 0.273, data: 0.017) G_GAN: 4.959 G_L1: 3.290 D_real: 0.095 D_fake: 0.013 +(epoch: 90, iters: 8876, time: 0.283, data: 0.015) G_GAN: 4.027 G_L1: 3.628 D_real: 0.006 D_fake: 0.039 +(epoch: 90, iters: 8976, time: 0.401, data: 0.018) G_GAN: 5.325 G_L1: 2.979 D_real: 0.009 D_fake: 0.023 +(epoch: 90, iters: 9076, time: 0.286, data: 0.019) G_GAN: 3.803 G_L1: 4.912 D_real: 0.014 D_fake: 0.104 +(epoch: 90, iters: 9176, time: 0.288, data: 0.018) G_GAN: 5.592 G_L1: 5.260 D_real: 0.001 D_fake: 0.012 +(epoch: 90, iters: 9276, time: 0.302, data: 0.018) G_GAN: 5.168 G_L1: 4.295 D_real: 0.176 D_fake: 0.018 +(epoch: 90, iters: 9376, time: 0.407, data: 0.018) G_GAN: 5.338 G_L1: 6.573 D_real: 0.383 D_fake: 0.016 +(epoch: 90, iters: 9476, time: 0.295, data: 0.018) G_GAN: 4.551 G_L1: 3.763 D_real: 0.002 D_fake: 0.242 +(epoch: 90, iters: 9576, time: 0.293, data: 0.019) G_GAN: 3.787 G_L1: 3.326 D_real: 0.033 D_fake: 0.078 +(epoch: 90, iters: 9676, time: 0.295, data: 0.019) G_GAN: 4.698 G_L1: 3.208 D_real: 0.076 D_fake: 0.071 +(epoch: 90, iters: 9776, time: 0.420, data: 0.019) G_GAN: 3.217 G_L1: 4.791 D_real: 0.097 D_fake: 0.164 +(epoch: 90, iters: 9876, time: 0.295, data: 0.018) G_GAN: 4.246 G_L1: 2.866 D_real: 0.267 D_fake: 0.059 +(epoch: 90, iters: 9976, time: 0.293, data: 0.020) G_GAN: 3.872 G_L1: 3.581 D_real: 0.089 D_fake: 0.253 +(epoch: 90, iters: 10076, time: 0.298, data: 0.019) G_GAN: 4.344 G_L1: 3.801 D_real: 0.014 D_fake: 0.109 +(epoch: 90, iters: 10176, time: 0.404, data: 0.019) G_GAN: 5.106 G_L1: 3.189 D_real: 0.057 D_fake: 0.033 +(epoch: 90, iters: 10276, time: 0.289, data: 0.019) G_GAN: 3.932 G_L1: 2.822 D_real: 0.994 D_fake: 0.031 +(epoch: 90, iters: 10376, time: 0.296, data: 0.018) G_GAN: 2.920 G_L1: 4.282 D_real: 0.445 D_fake: 0.087 +(epoch: 90, iters: 10476, time: 0.298, data: 0.019) G_GAN: 3.814 G_L1: 5.491 D_real: 0.118 D_fake: 0.173 +(epoch: 90, iters: 10576, time: 0.639, data: 0.021) G_GAN: 3.666 G_L1: 3.920 D_real: 0.006 D_fake: 0.229 +(epoch: 90, iters: 10676, time: 0.299, data: 0.018) G_GAN: 5.226 G_L1: 5.053 D_real: 0.016 D_fake: 0.144 +(epoch: 90, iters: 10776, time: 0.296, data: 0.019) G_GAN: 2.951 G_L1: 3.366 D_real: 0.434 D_fake: 0.114 +(epoch: 90, iters: 10876, time: 0.291, data: 0.033) G_GAN: 4.059 G_L1: 2.771 D_real: 0.029 D_fake: 0.101 +(epoch: 90, iters: 10976, time: 0.379, data: 0.017) G_GAN: 2.940 G_L1: 2.951 D_real: 0.390 D_fake: 0.270 +(epoch: 90, iters: 11076, time: 0.287, data: 0.019) G_GAN: 5.944 G_L1: 3.710 D_real: 0.007 D_fake: 0.021 +(epoch: 90, iters: 11176, time: 0.300, data: 0.017) G_GAN: 4.772 G_L1: 4.116 D_real: 0.055 D_fake: 0.042 +(epoch: 90, iters: 11276, time: 0.287, data: 0.019) G_GAN: 3.004 G_L1: 3.644 D_real: 0.100 D_fake: 0.080 +(epoch: 90, iters: 11376, time: 0.394, data: 0.020) G_GAN: 5.665 G_L1: 4.927 D_real: 0.038 D_fake: 0.017 +(epoch: 90, iters: 11476, time: 0.297, data: 0.020) G_GAN: 4.008 G_L1: 4.037 D_real: 0.004 D_fake: 0.451 +(epoch: 90, iters: 11576, time: 0.299, data: 0.021) G_GAN: 3.284 G_L1: 2.377 D_real: 0.168 D_fake: 0.173 +(epoch: 90, iters: 11676, time: 0.292, data: 0.019) G_GAN: 5.213 G_L1: 3.426 D_real: 0.039 D_fake: 0.037 +(epoch: 90, iters: 11776, time: 0.401, data: 0.018) G_GAN: 3.773 G_L1: 4.136 D_real: 0.306 D_fake: 0.092 +(epoch: 90, iters: 11876, time: 0.287, data: 0.015) G_GAN: 3.242 G_L1: 3.623 D_real: 0.000 D_fake: 0.318 +(epoch: 90, iters: 11976, time: 0.288, data: 0.017) G_GAN: 6.052 G_L1: 2.659 D_real: 0.001 D_fake: 0.017 +(epoch: 90, iters: 12076, time: 0.270, data: 0.017) G_GAN: 3.735 G_L1: 4.889 D_real: 0.764 D_fake: 0.031 +(epoch: 90, iters: 12176, time: 0.370, data: 0.017) G_GAN: 3.034 G_L1: 2.675 D_real: 0.019 D_fake: 0.309 +(epoch: 90, iters: 12276, time: 0.298, data: 0.017) G_GAN: 2.798 G_L1: 4.119 D_real: 0.172 D_fake: 0.171 +(epoch: 90, iters: 12376, time: 0.297, data: 0.018) G_GAN: 3.487 G_L1: 3.815 D_real: 0.112 D_fake: 0.158 +(epoch: 90, iters: 12476, time: 0.287, data: 0.018) G_GAN: 3.936 G_L1: 4.451 D_real: 0.142 D_fake: 0.181 +(epoch: 90, iters: 12576, time: 0.636, data: 0.016) G_GAN: 4.197 G_L1: 3.482 D_real: 0.450 D_fake: 0.030 +(epoch: 90, iters: 12676, time: 0.293, data: 0.019) G_GAN: 3.500 G_L1: 3.958 D_real: 0.651 D_fake: 0.068 +(epoch: 90, iters: 12776, time: 0.297, data: 0.017) G_GAN: 4.159 G_L1: 3.792 D_real: 0.022 D_fake: 0.244 +(epoch: 90, iters: 12876, time: 0.289, data: 0.019) G_GAN: 3.705 G_L1: 3.541 D_real: 0.005 D_fake: 0.401 +(epoch: 90, iters: 12976, time: 0.404, data: 0.018) G_GAN: 4.795 G_L1: 4.244 D_real: 0.019 D_fake: 0.030 +(epoch: 90, iters: 13076, time: 0.259, data: 0.018) G_GAN: 4.842 G_L1: 2.864 D_real: 0.007 D_fake: 0.115 +(epoch: 90, iters: 13176, time: 0.289, data: 0.016) G_GAN: 4.363 G_L1: 3.663 D_real: 0.054 D_fake: 0.034 +(epoch: 90, iters: 13276, time: 0.295, data: 0.018) G_GAN: 4.160 G_L1: 3.876 D_real: 0.004 D_fake: 0.211 +(epoch: 90, iters: 13376, time: 0.395, data: 0.020) G_GAN: 4.279 G_L1: 3.243 D_real: 0.090 D_fake: 0.046 +(epoch: 90, iters: 13476, time: 0.292, data: 0.017) G_GAN: 5.639 G_L1: 4.878 D_real: 0.011 D_fake: 0.070 +(epoch: 90, iters: 13576, time: 0.299, data: 0.018) G_GAN: 4.395 G_L1: 2.820 D_real: 0.001 D_fake: 0.038 +(epoch: 90, iters: 13676, time: 0.300, data: 0.019) G_GAN: 5.173 G_L1: 3.773 D_real: 0.097 D_fake: 0.027 +(epoch: 90, iters: 13776, time: 0.426, data: 0.020) G_GAN: 4.474 G_L1: 3.786 D_real: 0.121 D_fake: 0.157 +(epoch: 90, iters: 13876, time: 0.294, data: 0.021) G_GAN: 3.477 G_L1: 3.378 D_real: 0.031 D_fake: 0.290 +(epoch: 90, iters: 13976, time: 0.294, data: 0.021) G_GAN: 3.432 G_L1: 3.356 D_real: 0.163 D_fake: 0.092 +(epoch: 90, iters: 14076, time: 0.297, data: 0.024) G_GAN: 3.539 G_L1: 4.049 D_real: 0.138 D_fake: 0.067 +(epoch: 90, iters: 14176, time: 0.417, data: 0.019) G_GAN: 2.846 G_L1: 2.890 D_real: 0.002 D_fake: 0.630 +(epoch: 90, iters: 14276, time: 0.300, data: 0.019) G_GAN: 3.042 G_L1: 5.605 D_real: 0.030 D_fake: 0.531 +(epoch: 90, iters: 14376, time: 0.298, data: 0.021) G_GAN: 2.991 G_L1: 2.544 D_real: 0.077 D_fake: 0.176 +(epoch: 90, iters: 14476, time: 0.294, data: 0.020) G_GAN: 4.245 G_L1: 3.570 D_real: 0.034 D_fake: 0.035 +(epoch: 90, iters: 14576, time: 0.600, data: 0.018) G_GAN: 5.799 G_L1: 6.028 D_real: 0.008 D_fake: 0.022 +(epoch: 90, iters: 14676, time: 0.291, data: 0.019) G_GAN: 5.017 G_L1: 3.812 D_real: 0.092 D_fake: 0.081 +(epoch: 90, iters: 14776, time: 0.301, data: 0.019) G_GAN: 6.370 G_L1: 5.117 D_real: 0.015 D_fake: 0.006 +(epoch: 90, iters: 14876, time: 0.304, data: 0.018) G_GAN: 5.199 G_L1: 3.493 D_real: 0.028 D_fake: 0.047 +(epoch: 90, iters: 14976, time: 0.413, data: 0.021) G_GAN: 3.659 G_L1: 3.221 D_real: 0.007 D_fake: 0.151 +(epoch: 90, iters: 15076, time: 0.295, data: 0.018) G_GAN: 5.122 G_L1: 4.658 D_real: 0.111 D_fake: 0.064 +(epoch: 90, iters: 15176, time: 0.299, data: 0.019) G_GAN: 5.369 G_L1: 4.509 D_real: 0.040 D_fake: 0.023 +(epoch: 90, iters: 15276, time: 0.304, data: 0.019) G_GAN: 4.708 G_L1: 6.345 D_real: 0.237 D_fake: 0.030 +(epoch: 90, iters: 15376, time: 0.390, data: 0.020) G_GAN: 4.527 G_L1: 4.202 D_real: 0.003 D_fake: 0.145 +(epoch: 90, iters: 15476, time: 0.309, data: 0.019) G_GAN: 5.599 G_L1: 6.737 D_real: 0.036 D_fake: 0.113 +(epoch: 90, iters: 15576, time: 0.303, data: 0.019) G_GAN: 6.529 G_L1: 3.903 D_real: 0.215 D_fake: 0.007 +(epoch: 90, iters: 15676, time: 0.297, data: 0.021) G_GAN: 5.979 G_L1: 4.286 D_real: 0.010 D_fake: 0.012 +(epoch: 90, iters: 15776, time: 0.409, data: 0.019) G_GAN: 4.307 G_L1: 3.612 D_real: 0.370 D_fake: 0.245 +(epoch: 90, iters: 15876, time: 0.291, data: 0.019) G_GAN: 7.746 G_L1: 3.275 D_real: 0.033 D_fake: 0.005 +(epoch: 90, iters: 15976, time: 0.293, data: 0.019) G_GAN: 4.547 G_L1: 2.861 D_real: 0.012 D_fake: 0.048 +(epoch: 90, iters: 16076, time: 0.300, data: 0.019) G_GAN: 3.730 G_L1: 3.139 D_real: 0.976 D_fake: 0.015 +(epoch: 90, iters: 16176, time: 0.389, data: 0.020) G_GAN: 5.090 G_L1: 4.562 D_real: 0.002 D_fake: 0.023 +(epoch: 90, iters: 16276, time: 0.307, data: 0.019) G_GAN: 4.411 G_L1: 3.546 D_real: 0.002 D_fake: 0.049 +(epoch: 90, iters: 16376, time: 0.302, data: 0.020) G_GAN: 5.720 G_L1: 3.906 D_real: 0.045 D_fake: 0.032 +(epoch: 90, iters: 16476, time: 0.295, data: 0.020) G_GAN: 2.985 G_L1: 3.267 D_real: 0.157 D_fake: 0.135 +(epoch: 90, iters: 16576, time: 0.630, data: 0.020) G_GAN: 3.406 G_L1: 3.261 D_real: 0.015 D_fake: 0.221 +(epoch: 90, iters: 16676, time: 0.297, data: 0.019) G_GAN: 3.656 G_L1: 4.132 D_real: 0.085 D_fake: 0.084 +(epoch: 90, iters: 16776, time: 0.303, data: 0.020) G_GAN: 2.907 G_L1: 3.468 D_real: 0.195 D_fake: 0.133 +(epoch: 90, iters: 16876, time: 0.304, data: 0.020) G_GAN: 3.221 G_L1: 3.619 D_real: 0.021 D_fake: 0.070 +(epoch: 90, iters: 16976, time: 0.407, data: 0.020) G_GAN: 6.148 G_L1: 5.085 D_real: 0.017 D_fake: 0.189 +(epoch: 90, iters: 17076, time: 0.298, data: 0.019) G_GAN: 5.027 G_L1: 3.722 D_real: 0.017 D_fake: 0.028 +(epoch: 90, iters: 17176, time: 0.291, data: 0.019) G_GAN: 6.153 G_L1: 6.333 D_real: 0.003 D_fake: 0.021 +(epoch: 90, iters: 17276, time: 0.299, data: 0.019) G_GAN: 5.635 G_L1: 4.820 D_real: 0.029 D_fake: 0.015 +(epoch: 90, iters: 17376, time: 0.410, data: 0.019) G_GAN: 5.314 G_L1: 4.216 D_real: 0.015 D_fake: 0.011 +(epoch: 90, iters: 17476, time: 0.304, data: 0.019) G_GAN: 6.789 G_L1: 6.288 D_real: 0.005 D_fake: 0.010 +(epoch: 90, iters: 17576, time: 0.292, data: 0.020) G_GAN: 4.113 G_L1: 4.162 D_real: 0.032 D_fake: 0.078 +(epoch: 90, iters: 17676, time: 0.282, data: 0.018) G_GAN: 5.541 G_L1: 2.339 D_real: 0.037 D_fake: 0.026 +(epoch: 90, iters: 17776, time: 0.378, data: 0.016) G_GAN: 4.426 G_L1: 4.000 D_real: 0.317 D_fake: 0.068 +(epoch: 90, iters: 17876, time: 0.297, data: 0.019) G_GAN: 6.182 G_L1: 4.180 D_real: 0.049 D_fake: 0.011 +(epoch: 90, iters: 17976, time: 0.305, data: 0.019) G_GAN: 4.903 G_L1: 4.543 D_real: 0.032 D_fake: 0.257 +(epoch: 90, iters: 18076, time: 0.307, data: 0.020) G_GAN: 5.590 G_L1: 4.769 D_real: 0.023 D_fake: 0.045 +(epoch: 90, iters: 18176, time: 0.417, data: 0.020) G_GAN: 3.872 G_L1: 3.517 D_real: 0.360 D_fake: 0.027 +(epoch: 90, iters: 18276, time: 0.304, data: 0.019) G_GAN: 7.296 G_L1: 4.682 D_real: 0.162 D_fake: 0.003 +(epoch: 90, iters: 18376, time: 0.288, data: 0.023) G_GAN: 4.192 G_L1: 6.128 D_real: 0.005 D_fake: 0.178 +(epoch: 90, iters: 18476, time: 0.280, data: 0.017) G_GAN: 3.674 G_L1: 3.759 D_real: 0.003 D_fake: 0.180 +(epoch: 90, iters: 18576, time: 0.632, data: 0.021) G_GAN: 6.724 G_L1: 7.165 D_real: 0.005 D_fake: 0.022 +(epoch: 90, iters: 18676, time: 0.296, data: 0.019) G_GAN: 3.196 G_L1: 3.036 D_real: 0.182 D_fake: 0.090 +(epoch: 90, iters: 18776, time: 0.296, data: 0.020) G_GAN: 4.881 G_L1: 4.330 D_real: 0.001 D_fake: 0.136 +(epoch: 90, iters: 18876, time: 0.300, data: 0.020) G_GAN: 3.750 G_L1: 3.527 D_real: 0.077 D_fake: 0.245 +(epoch: 90, iters: 18976, time: 0.397, data: 0.019) G_GAN: 6.229 G_L1: 4.977 D_real: 0.046 D_fake: 0.022 +(epoch: 90, iters: 19076, time: 0.296, data: 0.023) G_GAN: 3.956 G_L1: 3.630 D_real: 0.044 D_fake: 0.112 +(epoch: 90, iters: 19176, time: 0.293, data: 0.020) G_GAN: 5.653 G_L1: 2.958 D_real: 0.006 D_fake: 0.014 +(epoch: 90, iters: 19276, time: 0.302, data: 0.019) G_GAN: 4.581 G_L1: 3.387 D_real: 0.069 D_fake: 0.069 +(epoch: 90, iters: 19376, time: 0.415, data: 0.020) G_GAN: 3.216 G_L1: 4.681 D_real: 0.002 D_fake: 0.125 +(epoch: 90, iters: 19476, time: 0.284, data: 0.019) G_GAN: 4.474 G_L1: 5.054 D_real: 0.000 D_fake: 0.099 +(epoch: 90, iters: 19576, time: 0.301, data: 0.018) G_GAN: 3.580 G_L1: 3.433 D_real: 0.041 D_fake: 0.183 +(epoch: 90, iters: 19676, time: 0.301, data: 0.020) G_GAN: 4.582 G_L1: 4.439 D_real: 0.010 D_fake: 0.068 +(epoch: 90, iters: 19776, time: 0.415, data: 0.020) G_GAN: 5.271 G_L1: 4.712 D_real: 0.072 D_fake: 0.027 +(epoch: 90, iters: 19876, time: 0.294, data: 0.019) G_GAN: 3.840 G_L1: 3.864 D_real: 0.177 D_fake: 0.101 +(epoch: 90, iters: 19976, time: 0.300, data: 0.020) G_GAN: 4.801 G_L1: 3.404 D_real: 0.185 D_fake: 0.027 +(epoch: 90, iters: 20076, time: 0.296, data: 0.021) G_GAN: 4.379 G_L1: 3.316 D_real: 0.061 D_fake: 0.050 +(epoch: 90, iters: 20176, time: 0.395, data: 0.020) G_GAN: 5.363 G_L1: 2.839 D_real: 0.001 D_fake: 0.033 +(epoch: 90, iters: 20276, time: 0.294, data: 0.020) G_GAN: 4.851 G_L1: 3.369 D_real: 0.029 D_fake: 0.146 +(epoch: 90, iters: 20376, time: 0.298, data: 0.020) G_GAN: 4.025 G_L1: 3.553 D_real: 0.121 D_fake: 0.124 +(epoch: 90, iters: 20476, time: 0.291, data: 0.018) G_GAN: 6.884 G_L1: 4.296 D_real: 0.024 D_fake: 0.044 +(epoch: 90, iters: 20576, time: 0.639, data: 0.019) G_GAN: 4.781 G_L1: 4.106 D_real: 0.068 D_fake: 0.040 +(epoch: 90, iters: 20676, time: 0.305, data: 0.019) G_GAN: 4.626 G_L1: 3.998 D_real: 0.225 D_fake: 0.024 +(epoch: 90, iters: 20776, time: 0.297, data: 0.021) G_GAN: 5.034 G_L1: 3.631 D_real: 0.023 D_fake: 0.051 +(epoch: 90, iters: 20876, time: 0.297, data: 0.020) G_GAN: 3.522 G_L1: 3.269 D_real: 0.006 D_fake: 0.344 +(epoch: 90, iters: 20976, time: 0.425, data: 0.019) G_GAN: 5.936 G_L1: 8.216 D_real: 0.274 D_fake: 0.007 +(epoch: 90, iters: 21076, time: 0.305, data: 0.020) G_GAN: 5.421 G_L1: 2.755 D_real: 0.041 D_fake: 0.043 +(epoch: 90, iters: 21176, time: 0.297, data: 0.021) G_GAN: 6.606 G_L1: 7.922 D_real: 0.016 D_fake: 0.098 +(epoch: 90, iters: 21276, time: 0.303, data: 0.019) G_GAN: 6.932 G_L1: 4.330 D_real: 0.013 D_fake: 0.010 +(epoch: 90, iters: 21376, time: 0.434, data: 0.019) G_GAN: 4.670 G_L1: 4.642 D_real: 0.116 D_fake: 0.043 +(epoch: 90, iters: 21476, time: 0.291, data: 0.020) G_GAN: 7.400 G_L1: 4.883 D_real: 0.116 D_fake: 0.023 +(epoch: 90, iters: 21576, time: 0.303, data: 0.020) G_GAN: 5.911 G_L1: 4.748 D_real: 0.089 D_fake: 0.045 +(epoch: 90, iters: 21676, time: 0.287, data: 0.020) G_GAN: 3.404 G_L1: 3.435 D_real: 0.072 D_fake: 0.175 +(epoch: 90, iters: 21776, time: 0.417, data: 0.020) G_GAN: 4.305 G_L1: 4.101 D_real: 0.021 D_fake: 0.095 +(epoch: 90, iters: 21876, time: 0.295, data: 0.020) G_GAN: 5.571 G_L1: 4.375 D_real: 0.022 D_fake: 0.013 +(epoch: 90, iters: 21976, time: 0.295, data: 0.020) G_GAN: 3.819 G_L1: 3.975 D_real: 0.108 D_fake: 0.193 +(epoch: 90, iters: 22076, time: 0.295, data: 0.019) G_GAN: 3.659 G_L1: 3.209 D_real: 0.067 D_fake: 0.162 +(epoch: 90, iters: 22176, time: 0.425, data: 0.019) G_GAN: 5.333 G_L1: 4.830 D_real: 0.073 D_fake: 0.039 +(epoch: 90, iters: 22276, time: 0.293, data: 0.018) G_GAN: 5.372 G_L1: 4.178 D_real: 0.012 D_fake: 0.023 +(epoch: 90, iters: 22376, time: 0.296, data: 0.019) G_GAN: 4.603 G_L1: 3.609 D_real: 0.032 D_fake: 0.101 +(epoch: 90, iters: 22476, time: 0.305, data: 0.019) G_GAN: 4.640 G_L1: 3.226 D_real: 0.008 D_fake: 0.044 +(epoch: 90, iters: 22576, time: 0.648, data: 0.019) G_GAN: 5.925 G_L1: 4.874 D_real: 0.007 D_fake: 0.417 +(epoch: 90, iters: 22676, time: 0.289, data: 0.020) G_GAN: 3.864 G_L1: 3.198 D_real: 0.222 D_fake: 0.030 +(epoch: 90, iters: 22776, time: 0.305, data: 0.016) G_GAN: 3.500 G_L1: 4.141 D_real: 0.093 D_fake: 0.105 +(epoch: 90, iters: 22876, time: 0.303, data: 0.020) G_GAN: 5.178 G_L1: 3.724 D_real: 0.023 D_fake: 0.313 +(epoch: 90, iters: 22976, time: 0.419, data: 0.018) G_GAN: 5.357 G_L1: 4.798 D_real: 0.024 D_fake: 0.026 +(epoch: 90, iters: 23076, time: 0.297, data: 0.021) G_GAN: 3.661 G_L1: 3.139 D_real: 0.108 D_fake: 0.273 +(epoch: 90, iters: 23176, time: 0.299, data: 0.019) G_GAN: 5.127 G_L1: 3.749 D_real: 0.003 D_fake: 0.025 +(epoch: 90, iters: 23276, time: 0.294, data: 0.019) G_GAN: 5.612 G_L1: 3.779 D_real: 0.032 D_fake: 0.023 +(epoch: 90, iters: 23376, time: 0.407, data: 0.020) G_GAN: 5.882 G_L1: 15.366 D_real: 0.000 D_fake: 0.013 +(epoch: 90, iters: 23476, time: 0.298, data: 0.019) G_GAN: 5.394 G_L1: 3.947 D_real: 0.078 D_fake: 0.033 +(epoch: 90, iters: 23576, time: 0.297, data: 0.019) G_GAN: 4.672 G_L1: 4.293 D_real: 0.011 D_fake: 0.076 +(epoch: 90, iters: 23676, time: 0.295, data: 0.020) G_GAN: 4.715 G_L1: 2.623 D_real: 0.092 D_fake: 0.102 +(epoch: 90, iters: 23776, time: 0.388, data: 0.021) G_GAN: 4.736 G_L1: 2.088 D_real: 0.067 D_fake: 0.023 +(epoch: 90, iters: 23876, time: 0.295, data: 0.019) G_GAN: 5.414 G_L1: 4.145 D_real: 0.001 D_fake: 0.117 +(epoch: 90, iters: 23976, time: 0.277, data: 0.018) G_GAN: 6.026 G_L1: 4.930 D_real: 0.077 D_fake: 0.030 +(epoch: 90, iters: 24076, time: 0.277, data: 0.016) G_GAN: 4.449 G_L1: 3.789 D_real: 0.228 D_fake: 0.124 +(epoch: 90, iters: 24176, time: 0.403, data: 0.019) G_GAN: 4.574 G_L1: 4.630 D_real: 0.079 D_fake: 0.049 +(epoch: 90, iters: 24276, time: 0.304, data: 0.019) G_GAN: 3.611 G_L1: 3.308 D_real: 0.099 D_fake: 0.160 +(epoch: 90, iters: 24376, time: 0.292, data: 0.020) G_GAN: 4.673 G_L1: 3.883 D_real: 0.038 D_fake: 0.045 +(epoch: 90, iters: 24476, time: 0.303, data: 0.021) G_GAN: 4.588 G_L1: 5.805 D_real: 0.190 D_fake: 0.017 +(epoch: 90, iters: 24576, time: 0.616, data: 0.020) G_GAN: 5.873 G_L1: 4.113 D_real: 0.037 D_fake: 0.017 +(epoch: 90, iters: 24676, time: 0.298, data: 0.020) G_GAN: 4.877 G_L1: 3.261 D_real: 0.032 D_fake: 0.023 +(epoch: 90, iters: 24776, time: 0.297, data: 0.019) G_GAN: 6.329 G_L1: 3.195 D_real: 0.000 D_fake: 0.012 +(epoch: 90, iters: 24876, time: 0.292, data: 0.019) G_GAN: 3.508 G_L1: 2.708 D_real: 0.303 D_fake: 0.092 +(epoch: 90, iters: 24976, time: 0.415, data: 0.020) G_GAN: 6.720 G_L1: 3.491 D_real: 0.126 D_fake: 0.013 +(epoch: 90, iters: 25076, time: 0.294, data: 0.019) G_GAN: 4.484 G_L1: 4.447 D_real: 0.088 D_fake: 0.028 +(epoch: 90, iters: 25176, time: 0.285, data: 0.017) G_GAN: 4.582 G_L1: 5.725 D_real: 0.070 D_fake: 0.040 +(epoch: 90, iters: 25276, time: 0.298, data: 0.019) G_GAN: 4.626 G_L1: 3.920 D_real: 0.241 D_fake: 0.019 +(epoch: 90, iters: 25376, time: 0.409, data: 0.022) G_GAN: 5.499 G_L1: 3.739 D_real: 0.087 D_fake: 0.017 +(epoch: 90, iters: 25476, time: 0.296, data: 0.018) G_GAN: 4.662 G_L1: 3.184 D_real: 0.004 D_fake: 0.063 +(epoch: 90, iters: 25576, time: 0.301, data: 0.018) G_GAN: 3.984 G_L1: 3.919 D_real: 0.050 D_fake: 0.046 +(epoch: 90, iters: 25676, time: 0.327, data: 0.021) G_GAN: 6.153 G_L1: 3.795 D_real: 0.334 D_fake: 0.011 +(epoch: 90, iters: 25776, time: 0.370, data: 0.020) G_GAN: 4.831 G_L1: 3.566 D_real: 0.000 D_fake: 0.057 +(epoch: 90, iters: 25876, time: 0.302, data: 0.020) G_GAN: 5.831 G_L1: 3.271 D_real: 0.059 D_fake: 0.061 +(epoch: 90, iters: 25976, time: 0.302, data: 0.020) G_GAN: 5.318 G_L1: 4.140 D_real: 0.008 D_fake: 0.024 +(epoch: 90, iters: 26076, time: 0.305, data: 0.020) G_GAN: 5.233 G_L1: 3.974 D_real: 0.002 D_fake: 0.026 +(epoch: 90, iters: 26176, time: 0.399, data: 0.020) G_GAN: 6.100 G_L1: 3.026 D_real: 0.037 D_fake: 0.076 +(epoch: 90, iters: 26276, time: 0.297, data: 0.019) G_GAN: 5.183 G_L1: 2.872 D_real: 0.043 D_fake: 0.054 +(epoch: 90, iters: 26376, time: 0.295, data: 0.020) G_GAN: 4.125 G_L1: 3.159 D_real: 0.015 D_fake: 0.078 +(epoch: 90, iters: 26476, time: 0.305, data: 0.021) G_GAN: 3.158 G_L1: 2.496 D_real: 0.301 D_fake: 0.101 +(epoch: 90, iters: 26576, time: 0.589, data: 0.018) G_GAN: 5.061 G_L1: 2.867 D_real: 0.065 D_fake: 0.015 +(epoch: 90, iters: 26676, time: 0.302, data: 0.019) G_GAN: 5.136 G_L1: 3.633 D_real: 0.007 D_fake: 0.020 +(epoch: 90, iters: 26776, time: 0.303, data: 0.019) G_GAN: 5.345 G_L1: 3.108 D_real: 0.180 D_fake: 0.009 +(epoch: 90, iters: 26876, time: 0.300, data: 0.020) G_GAN: 6.431 G_L1: 3.904 D_real: 0.015 D_fake: 0.041 +(epoch: 90, iters: 26976, time: 0.385, data: 0.020) G_GAN: 3.468 G_L1: 2.730 D_real: 0.175 D_fake: 0.077 +(epoch: 90, iters: 27076, time: 0.293, data: 0.017) G_GAN: 3.411 G_L1: 2.518 D_real: 0.057 D_fake: 0.260 +(epoch: 90, iters: 27176, time: 0.293, data: 0.019) G_GAN: 4.247 G_L1: 3.059 D_real: 0.116 D_fake: 0.042 +(epoch: 90, iters: 27276, time: 0.288, data: 0.020) G_GAN: 4.324 G_L1: 4.740 D_real: 0.019 D_fake: 0.038 +(epoch: 90, iters: 27376, time: 0.413, data: 0.019) G_GAN: 4.823 G_L1: 2.974 D_real: 0.176 D_fake: 0.017 +(epoch: 90, iters: 27476, time: 0.294, data: 0.019) G_GAN: 3.163 G_L1: 3.574 D_real: 0.030 D_fake: 0.338 +(epoch: 90, iters: 27576, time: 0.296, data: 0.018) G_GAN: 4.767 G_L1: 4.252 D_real: 0.238 D_fake: 0.068 +(epoch: 90, iters: 27676, time: 0.303, data: 0.024) G_GAN: 4.370 G_L1: 4.604 D_real: 0.012 D_fake: 0.047 +(epoch: 90, iters: 27776, time: 0.425, data: 0.021) G_GAN: 4.821 G_L1: 3.847 D_real: 0.002 D_fake: 0.036 +(epoch: 90, iters: 27876, time: 0.297, data: 0.020) G_GAN: 7.712 G_L1: 3.544 D_real: 0.016 D_fake: 0.009 +(epoch: 90, iters: 27976, time: 0.306, data: 0.019) G_GAN: 4.003 G_L1: 3.701 D_real: 0.022 D_fake: 0.125 +(epoch: 90, iters: 28076, time: 0.304, data: 0.020) G_GAN: 5.172 G_L1: 2.811 D_real: 0.029 D_fake: 0.153 +(epoch: 90, iters: 28176, time: 0.424, data: 0.020) G_GAN: 3.747 G_L1: 3.721 D_real: 0.001 D_fake: 0.126 +(epoch: 90, iters: 28276, time: 0.300, data: 0.019) G_GAN: 5.151 G_L1: 5.502 D_real: 0.034 D_fake: 0.087 +(epoch: 90, iters: 28376, time: 0.287, data: 0.019) G_GAN: 3.870 G_L1: 5.390 D_real: 0.008 D_fake: 0.213 +(epoch: 90, iters: 28476, time: 0.300, data: 0.020) G_GAN: 5.384 G_L1: 4.205 D_real: 0.075 D_fake: 0.045 +(epoch: 90, iters: 28576, time: 0.574, data: 0.021) G_GAN: 5.470 G_L1: 1.784 D_real: 0.008 D_fake: 0.043 +(epoch: 90, iters: 28676, time: 0.303, data: 0.020) G_GAN: 4.268 G_L1: 3.253 D_real: 0.649 D_fake: 0.023 +(epoch: 90, iters: 28776, time: 0.294, data: 0.020) G_GAN: 4.208 G_L1: 3.341 D_real: 0.031 D_fake: 0.104 +(epoch: 90, iters: 28876, time: 0.288, data: 0.019) G_GAN: 4.698 G_L1: 4.676 D_real: 0.002 D_fake: 0.051 +(epoch: 90, iters: 28976, time: 0.414, data: 0.019) G_GAN: 5.107 G_L1: 7.096 D_real: 0.000 D_fake: 0.062 +(epoch: 90, iters: 29076, time: 0.286, data: 0.019) G_GAN: 3.374 G_L1: 3.739 D_real: 0.067 D_fake: 0.161 +(epoch: 90, iters: 29176, time: 0.294, data: 0.019) G_GAN: 5.373 G_L1: 4.249 D_real: 0.177 D_fake: 0.080 +(epoch: 90, iters: 29276, time: 0.290, data: 0.019) G_GAN: 5.222 G_L1: 4.094 D_real: 0.143 D_fake: 0.039 +(epoch: 90, iters: 29376, time: 0.437, data: 0.018) G_GAN: 6.452 G_L1: 4.622 D_real: 0.011 D_fake: 0.009 +(epoch: 90, iters: 29476, time: 0.305, data: 0.022) G_GAN: 3.173 G_L1: 2.384 D_real: 0.117 D_fake: 0.216 +(epoch: 90, iters: 29576, time: 0.294, data: 0.018) G_GAN: 4.688 G_L1: 4.682 D_real: 0.015 D_fake: 0.180 +(epoch: 90, iters: 29676, time: 0.295, data: 0.023) G_GAN: 5.579 G_L1: 6.435 D_real: 0.008 D_fake: 0.028 +(epoch: 90, iters: 29776, time: 0.368, data: 0.020) G_GAN: 6.958 G_L1: 4.208 D_real: 0.175 D_fake: 0.009 +(epoch: 90, iters: 29876, time: 0.291, data: 0.018) G_GAN: 2.767 G_L1: 2.964 D_real: 1.197 D_fake: 0.266 +(epoch: 90, iters: 29976, time: 0.299, data: 0.018) G_GAN: 5.780 G_L1: 4.465 D_real: 0.057 D_fake: 0.016 +(epoch: 90, iters: 30076, time: 0.303, data: 0.021) G_GAN: 5.019 G_L1: 4.691 D_real: 0.018 D_fake: 0.044 +(epoch: 90, iters: 30176, time: 0.402, data: 0.021) G_GAN: 5.963 G_L1: 3.813 D_real: 0.011 D_fake: 0.016 +(epoch: 90, iters: 30276, time: 0.297, data: 0.019) G_GAN: 5.464 G_L1: 3.818 D_real: 0.008 D_fake: 0.061 +(epoch: 90, iters: 30376, time: 0.300, data: 0.019) G_GAN: 3.690 G_L1: 2.669 D_real: 0.027 D_fake: 0.134 +(epoch: 90, iters: 30476, time: 0.294, data: 0.018) G_GAN: 6.331 G_L1: 5.236 D_real: 0.089 D_fake: 0.003 +(epoch: 90, iters: 30576, time: 0.624, data: 0.020) G_GAN: 4.755 G_L1: 3.343 D_real: 0.196 D_fake: 0.034 +(epoch: 90, iters: 30676, time: 0.299, data: 0.019) G_GAN: 5.198 G_L1: 5.283 D_real: 0.219 D_fake: 0.039 +(epoch: 90, iters: 30776, time: 0.308, data: 0.020) G_GAN: 5.230 G_L1: 3.483 D_real: 0.059 D_fake: 0.050 +(epoch: 90, iters: 30876, time: 0.294, data: 0.020) G_GAN: 5.495 G_L1: 4.887 D_real: 0.078 D_fake: 0.062 +(epoch: 90, iters: 30976, time: 0.412, data: 0.019) G_GAN: 4.176 G_L1: 3.689 D_real: 0.004 D_fake: 0.379 +(epoch: 90, iters: 31076, time: 0.299, data: 0.017) G_GAN: 4.590 G_L1: 2.488 D_real: 0.042 D_fake: 0.042 +(epoch: 90, iters: 31176, time: 0.298, data: 0.018) G_GAN: 3.877 G_L1: 3.576 D_real: 0.008 D_fake: 0.086 +(epoch: 90, iters: 31276, time: 0.296, data: 0.019) G_GAN: 4.227 G_L1: 3.949 D_real: 0.022 D_fake: 0.050 +(epoch: 90, iters: 31376, time: 0.411, data: 0.018) G_GAN: 3.274 G_L1: 2.393 D_real: 0.246 D_fake: 0.054 +(epoch: 90, iters: 31476, time: 0.291, data: 0.019) G_GAN: 5.272 G_L1: 4.941 D_real: 0.001 D_fake: 0.065 +(epoch: 90, iters: 31576, time: 0.297, data: 0.019) G_GAN: 7.205 G_L1: 3.472 D_real: 0.001 D_fake: 0.006 +(epoch: 90, iters: 31676, time: 0.303, data: 0.019) G_GAN: 6.832 G_L1: 2.998 D_real: 0.001 D_fake: 0.029 +(epoch: 90, iters: 31776, time: 0.419, data: 0.020) G_GAN: 4.129 G_L1: 6.054 D_real: 0.085 D_fake: 0.484 +(epoch: 90, iters: 31876, time: 0.297, data: 0.020) G_GAN: 4.919 G_L1: 3.440 D_real: 0.002 D_fake: 0.029 +(epoch: 90, iters: 31976, time: 0.289, data: 0.019) G_GAN: 7.681 G_L1: 4.396 D_real: 0.198 D_fake: 0.001 +(epoch: 90, iters: 32076, time: 0.299, data: 0.019) G_GAN: 4.625 G_L1: 4.524 D_real: 0.001 D_fake: 0.068 +(epoch: 90, iters: 32176, time: 0.402, data: 0.020) G_GAN: 4.735 G_L1: 4.619 D_real: 0.002 D_fake: 0.062 +(epoch: 90, iters: 32276, time: 0.299, data: 0.021) G_GAN: 6.606 G_L1: 3.899 D_real: 0.032 D_fake: 0.083 +(epoch: 90, iters: 32376, time: 0.301, data: 0.020) G_GAN: 3.547 G_L1: 3.554 D_real: 0.256 D_fake: 0.098 +(epoch: 90, iters: 32476, time: 0.290, data: 0.020) G_GAN: 4.568 G_L1: 6.278 D_real: 0.052 D_fake: 0.152 +(epoch: 90, iters: 32576, time: 0.612, data: 0.019) G_GAN: 5.416 G_L1: 4.498 D_real: 0.157 D_fake: 0.030 +(epoch: 90, iters: 32676, time: 0.290, data: 0.019) G_GAN: 5.807 G_L1: 4.288 D_real: 0.013 D_fake: 0.013 +(epoch: 90, iters: 32776, time: 0.305, data: 0.019) G_GAN: 2.809 G_L1: 3.003 D_real: 0.162 D_fake: 0.244 +(epoch: 90, iters: 32876, time: 0.304, data: 0.019) G_GAN: 4.404 G_L1: 2.992 D_real: 0.015 D_fake: 0.073 +(epoch: 90, iters: 32976, time: 0.431, data: 0.019) G_GAN: 7.029 G_L1: 5.923 D_real: 0.002 D_fake: 0.100 +(epoch: 90, iters: 33076, time: 0.296, data: 0.018) G_GAN: 4.511 G_L1: 5.429 D_real: 0.012 D_fake: 0.041 +(epoch: 90, iters: 33176, time: 0.301, data: 0.018) G_GAN: 2.631 G_L1: 3.197 D_real: 0.258 D_fake: 0.190 +(epoch: 90, iters: 33276, time: 0.297, data: 0.019) G_GAN: 3.132 G_L1: 4.381 D_real: 0.048 D_fake: 0.192 +(epoch: 90, iters: 33376, time: 0.383, data: 0.020) G_GAN: 4.067 G_L1: 4.054 D_real: 0.848 D_fake: 0.071 +(epoch: 90, iters: 33476, time: 0.301, data: 0.018) G_GAN: 3.759 G_L1: 4.222 D_real: 0.169 D_fake: 0.070 +(epoch: 90, iters: 33576, time: 0.307, data: 0.019) G_GAN: 4.126 G_L1: 4.299 D_real: 0.198 D_fake: 0.040 +(epoch: 90, iters: 33676, time: 0.289, data: 0.019) G_GAN: 4.247 G_L1: 4.315 D_real: 0.004 D_fake: 0.055 +(epoch: 90, iters: 33776, time: 0.412, data: 0.019) G_GAN: 6.012 G_L1: 4.895 D_real: 0.019 D_fake: 0.037 +(epoch: 90, iters: 33876, time: 0.299, data: 0.016) G_GAN: 4.756 G_L1: 4.212 D_real: 0.338 D_fake: 0.033 +(epoch: 90, iters: 33976, time: 0.301, data: 0.021) G_GAN: 5.031 G_L1: 2.987 D_real: 0.020 D_fake: 0.115 +(epoch: 90, iters: 34076, time: 0.301, data: 0.021) G_GAN: 6.019 G_L1: 3.131 D_real: 0.025 D_fake: 0.014 +(epoch: 90, iters: 34176, time: 0.377, data: 0.021) G_GAN: 6.426 G_L1: 7.626 D_real: 0.019 D_fake: 0.023 +(epoch: 90, iters: 34276, time: 0.290, data: 0.017) G_GAN: 6.330 G_L1: 4.931 D_real: 0.076 D_fake: 0.076 +(epoch: 90, iters: 34376, time: 0.298, data: 0.016) G_GAN: 6.566 G_L1: 6.432 D_real: 0.042 D_fake: 0.018 +(epoch: 90, iters: 34476, time: 0.293, data: 0.020) G_GAN: 4.871 G_L1: 3.747 D_real: 0.022 D_fake: 0.081 +(epoch: 90, iters: 34576, time: 0.614, data: 0.019) G_GAN: 4.423 G_L1: 5.663 D_real: 0.010 D_fake: 0.072 +(epoch: 90, iters: 34676, time: 0.296, data: 0.019) G_GAN: 3.635 G_L1: 2.574 D_real: 0.046 D_fake: 0.356 +(epoch: 90, iters: 34776, time: 0.298, data: 0.017) G_GAN: 4.046 G_L1: 4.199 D_real: 0.002 D_fake: 0.061 +(epoch: 90, iters: 34876, time: 0.302, data: 0.017) G_GAN: 4.731 G_L1: 2.962 D_real: 0.012 D_fake: 0.034 +(epoch: 90, iters: 34976, time: 0.393, data: 0.020) G_GAN: 5.575 G_L1: 6.046 D_real: 0.315 D_fake: 0.023 +(epoch: 90, iters: 35076, time: 0.298, data: 0.018) G_GAN: 5.981 G_L1: 4.965 D_real: 0.121 D_fake: 0.011 +(epoch: 90, iters: 35176, time: 0.288, data: 0.019) G_GAN: 3.464 G_L1: 3.140 D_real: 0.099 D_fake: 0.145 +(epoch: 90, iters: 35276, time: 0.280, data: 0.018) G_GAN: 4.750 G_L1: 4.571 D_real: 0.002 D_fake: 0.083 +(epoch: 90, iters: 35376, time: 0.413, data: 0.018) G_GAN: 5.466 G_L1: 3.875 D_real: 0.164 D_fake: 0.016 +(epoch: 90, iters: 35476, time: 0.305, data: 0.017) G_GAN: 4.892 G_L1: 6.185 D_real: 0.012 D_fake: 0.043 +(epoch: 90, iters: 35576, time: 0.299, data: 0.020) G_GAN: 2.504 G_L1: 4.358 D_real: 0.446 D_fake: 0.185 +(epoch: 90, iters: 35676, time: 0.295, data: 0.020) G_GAN: 4.502 G_L1: 3.009 D_real: 0.127 D_fake: 0.156 +(epoch: 90, iters: 35776, time: 0.375, data: 0.017) G_GAN: 3.469 G_L1: 4.017 D_real: 0.228 D_fake: 0.159 +(epoch: 90, iters: 35876, time: 0.293, data: 0.020) G_GAN: 4.751 G_L1: 8.019 D_real: 0.034 D_fake: 0.067 +(epoch: 90, iters: 35976, time: 0.300, data: 0.019) G_GAN: 4.251 G_L1: 4.679 D_real: 0.100 D_fake: 0.108 +(epoch: 90, iters: 36076, time: 0.298, data: 0.019) G_GAN: 3.298 G_L1: 3.671 D_real: 0.278 D_fake: 0.157 +(epoch: 90, iters: 36176, time: 0.401, data: 0.019) G_GAN: 4.635 G_L1: 4.679 D_real: 0.009 D_fake: 0.133 +(epoch: 90, iters: 36276, time: 0.300, data: 0.018) G_GAN: 3.575 G_L1: 3.968 D_real: 0.028 D_fake: 0.186 +(epoch: 90, iters: 36376, time: 0.303, data: 0.019) G_GAN: 3.621 G_L1: 4.055 D_real: 0.193 D_fake: 0.068 +(epoch: 90, iters: 36476, time: 0.300, data: 0.021) G_GAN: 3.818 G_L1: 4.133 D_real: 0.044 D_fake: 0.108 +(epoch: 90, iters: 36576, time: 0.575, data: 0.019) G_GAN: 4.128 G_L1: 3.641 D_real: 0.189 D_fake: 0.105 +(epoch: 90, iters: 36676, time: 0.304, data: 0.019) G_GAN: 3.414 G_L1: 5.286 D_real: 0.237 D_fake: 0.602 +(epoch: 90, iters: 36776, time: 0.298, data: 0.019) G_GAN: 4.018 G_L1: 3.008 D_real: 0.270 D_fake: 0.033 +(epoch: 90, iters: 36876, time: 0.298, data: 0.018) G_GAN: 6.241 G_L1: 3.971 D_real: 0.056 D_fake: 0.029 +(epoch: 90, iters: 36976, time: 0.415, data: 0.019) G_GAN: 5.249 G_L1: 2.546 D_real: 0.167 D_fake: 0.221 +(epoch: 90, iters: 37076, time: 0.300, data: 0.029) G_GAN: 4.945 G_L1: 4.637 D_real: 0.113 D_fake: 0.062 +(epoch: 90, iters: 37176, time: 0.290, data: 0.021) G_GAN: 4.791 G_L1: 5.441 D_real: 0.112 D_fake: 0.224 +(epoch: 90, iters: 37276, time: 0.290, data: 0.020) G_GAN: 4.982 G_L1: 4.680 D_real: 0.130 D_fake: 0.080 +(epoch: 90, iters: 37376, time: 0.387, data: 0.018) G_GAN: 3.261 G_L1: 2.981 D_real: 0.212 D_fake: 0.208 +(epoch: 90, iters: 37476, time: 0.295, data: 0.016) G_GAN: 4.143 G_L1: 1.875 D_real: 0.048 D_fake: 0.487 +(epoch: 90, iters: 37576, time: 0.302, data: 0.019) G_GAN: 3.537 G_L1: 4.545 D_real: 0.525 D_fake: 0.022 +(epoch: 90, iters: 37676, time: 0.290, data: 0.020) G_GAN: 4.689 G_L1: 3.644 D_real: 0.105 D_fake: 0.035 +(epoch: 90, iters: 37776, time: 0.393, data: 0.020) G_GAN: 4.752 G_L1: 2.917 D_real: 0.012 D_fake: 0.053 +(epoch: 90, iters: 37876, time: 0.290, data: 0.019) G_GAN: 4.489 G_L1: 2.727 D_real: 0.127 D_fake: 0.028 +(epoch: 90, iters: 37976, time: 0.295, data: 0.019) G_GAN: 4.293 G_L1: 3.229 D_real: 0.010 D_fake: 0.086 +(epoch: 90, iters: 38076, time: 0.299, data: 0.019) G_GAN: 4.785 G_L1: 3.290 D_real: 0.029 D_fake: 0.093 +(epoch: 90, iters: 38176, time: 0.427, data: 0.020) G_GAN: 4.644 G_L1: 4.537 D_real: 0.076 D_fake: 0.055 +(epoch: 90, iters: 38276, time: 0.281, data: 0.019) G_GAN: 3.935 G_L1: 4.515 D_real: 0.010 D_fake: 0.125 +(epoch: 90, iters: 38376, time: 0.287, data: 0.017) G_GAN: 2.982 G_L1: 3.066 D_real: 0.093 D_fake: 0.156 +(epoch: 90, iters: 38476, time: 0.299, data: 0.021) G_GAN: 4.034 G_L1: 3.506 D_real: 0.125 D_fake: 0.060 +(epoch: 90, iters: 38576, time: 0.610, data: 0.020) G_GAN: 3.885 G_L1: 3.562 D_real: 0.102 D_fake: 0.127 +(epoch: 90, iters: 38676, time: 0.302, data: 0.020) G_GAN: 3.562 G_L1: 2.840 D_real: 0.064 D_fake: 0.170 +(epoch: 90, iters: 38776, time: 0.301, data: 0.021) G_GAN: 4.325 G_L1: 4.341 D_real: 0.002 D_fake: 0.087 +(epoch: 90, iters: 38876, time: 0.294, data: 0.023) G_GAN: 4.572 G_L1: 3.912 D_real: 0.469 D_fake: 0.024 +(epoch: 90, iters: 38976, time: 0.420, data: 0.021) G_GAN: 5.487 G_L1: 3.676 D_real: 0.242 D_fake: 0.009 +(epoch: 90, iters: 39076, time: 0.304, data: 0.020) G_GAN: 4.624 G_L1: 3.987 D_real: 0.032 D_fake: 0.114 +(epoch: 90, iters: 39176, time: 0.281, data: 0.020) G_GAN: 3.634 G_L1: 3.240 D_real: 0.217 D_fake: 0.076 +(epoch: 90, iters: 39276, time: 0.302, data: 0.019) G_GAN: 3.993 G_L1: 4.354 D_real: 0.083 D_fake: 0.152 +(epoch: 90, iters: 39376, time: 0.412, data: 0.020) G_GAN: 5.075 G_L1: 3.824 D_real: 0.097 D_fake: 0.055 +(epoch: 90, iters: 39476, time: 0.293, data: 0.019) G_GAN: 4.608 G_L1: 3.634 D_real: 0.210 D_fake: 0.021 +(epoch: 90, iters: 39576, time: 0.296, data: 0.019) G_GAN: 3.838 G_L1: 2.758 D_real: 0.320 D_fake: 0.057 +(epoch: 90, iters: 39676, time: 0.279, data: 0.019) G_GAN: 3.693 G_L1: 2.786 D_real: 0.053 D_fake: 0.185 +(epoch: 90, iters: 39776, time: 0.428, data: 0.019) G_GAN: 4.763 G_L1: 4.969 D_real: 0.402 D_fake: 0.167 +(epoch: 90, iters: 39876, time: 0.291, data: 0.018) G_GAN: 4.072 G_L1: 2.888 D_real: 0.001 D_fake: 0.095 +(epoch: 90, iters: 39976, time: 0.297, data: 0.021) G_GAN: 3.137 G_L1: 2.853 D_real: 0.165 D_fake: 0.122 +(epoch: 90, iters: 40076, time: 0.299, data: 0.019) G_GAN: 5.811 G_L1: 5.334 D_real: 0.034 D_fake: 0.174 +(epoch: 90, iters: 40176, time: 0.412, data: 0.018) G_GAN: 4.332 G_L1: 4.440 D_real: 0.231 D_fake: 0.025 +(epoch: 90, iters: 40276, time: 0.301, data: 0.021) G_GAN: 5.506 G_L1: 5.372 D_real: 0.163 D_fake: 0.014 +(epoch: 90, iters: 40376, time: 0.293, data: 0.019) G_GAN: 4.778 G_L1: 4.691 D_real: 0.164 D_fake: 0.064 +(epoch: 90, iters: 40476, time: 0.289, data: 0.018) G_GAN: 4.878 G_L1: 2.545 D_real: 0.030 D_fake: 0.107 +(epoch: 90, iters: 40576, time: 0.640, data: 0.019) G_GAN: 6.929 G_L1: 7.170 D_real: 0.044 D_fake: 0.018 +(epoch: 90, iters: 40676, time: 0.302, data: 0.019) G_GAN: 3.194 G_L1: 4.354 D_real: 0.255 D_fake: 0.142 +(epoch: 90, iters: 40776, time: 0.301, data: 0.021) G_GAN: 6.261 G_L1: 4.696 D_real: 0.001 D_fake: 0.051 +(epoch: 90, iters: 40876, time: 0.306, data: 0.020) G_GAN: 3.771 G_L1: 5.170 D_real: 0.375 D_fake: 0.079 +(epoch: 90, iters: 40976, time: 0.423, data: 0.020) G_GAN: 4.214 G_L1: 4.198 D_real: 0.088 D_fake: 0.046 +(epoch: 90, iters: 41076, time: 0.304, data: 0.021) G_GAN: 6.914 G_L1: 4.706 D_real: 0.011 D_fake: 0.006 +(epoch: 90, iters: 41176, time: 0.300, data: 0.021) G_GAN: 3.685 G_L1: 3.120 D_real: 0.141 D_fake: 0.061 +(epoch: 90, iters: 41276, time: 0.301, data: 0.020) G_GAN: 4.240 G_L1: 3.039 D_real: 0.486 D_fake: 0.107 +(epoch: 90, iters: 41376, time: 0.418, data: 0.020) G_GAN: 4.568 G_L1: 3.596 D_real: 0.027 D_fake: 0.040 +(epoch: 90, iters: 41476, time: 0.295, data: 0.019) G_GAN: 6.742 G_L1: 6.100 D_real: 0.141 D_fake: 0.005 +(epoch: 90, iters: 41576, time: 0.303, data: 0.018) G_GAN: 5.227 G_L1: 5.363 D_real: 0.003 D_fake: 0.058 +(epoch: 90, iters: 41676, time: 0.308, data: 0.021) G_GAN: 2.839 G_L1: 2.877 D_real: 0.250 D_fake: 0.145 +(epoch: 90, iters: 41776, time: 0.385, data: 0.019) G_GAN: 4.624 G_L1: 3.126 D_real: 0.212 D_fake: 0.030 +(epoch: 90, iters: 41876, time: 0.302, data: 0.019) G_GAN: 3.143 G_L1: 3.335 D_real: 0.408 D_fake: 0.085 +(epoch: 90, iters: 41976, time: 0.302, data: 0.020) G_GAN: 4.088 G_L1: 6.674 D_real: 0.088 D_fake: 0.336 +(epoch: 90, iters: 42076, time: 0.300, data: 0.020) G_GAN: 4.608 G_L1: 3.383 D_real: 0.051 D_fake: 0.038 +(epoch: 90, iters: 42176, time: 0.419, data: 0.019) G_GAN: 3.665 G_L1: 3.708 D_real: 0.123 D_fake: 0.053 +(epoch: 90, iters: 42276, time: 0.303, data: 0.018) G_GAN: 5.493 G_L1: 3.914 D_real: 0.055 D_fake: 0.022 +(epoch: 90, iters: 42376, time: 0.296, data: 0.020) G_GAN: 4.328 G_L1: 5.054 D_real: 0.006 D_fake: 0.147 +(epoch: 90, iters: 42476, time: 0.294, data: 0.020) G_GAN: 4.889 G_L1: 4.004 D_real: 0.152 D_fake: 0.026 +(epoch: 90, iters: 42576, time: 0.623, data: 0.021) G_GAN: 4.096 G_L1: 2.889 D_real: 0.050 D_fake: 0.248 +(epoch: 90, iters: 42676, time: 0.296, data: 0.021) G_GAN: 3.958 G_L1: 3.078 D_real: 0.666 D_fake: 0.124 +(epoch: 90, iters: 42776, time: 0.304, data: 0.020) G_GAN: 4.101 G_L1: 3.795 D_real: 0.007 D_fake: 0.094 +(epoch: 90, iters: 42876, time: 0.302, data: 0.020) G_GAN: 5.468 G_L1: 3.793 D_real: 0.002 D_fake: 0.036 +(epoch: 90, iters: 42976, time: 0.416, data: 0.019) G_GAN: 4.550 G_L1: 3.728 D_real: 0.037 D_fake: 0.053 +(epoch: 90, iters: 43076, time: 0.298, data: 0.020) G_GAN: 4.169 G_L1: 4.103 D_real: 0.080 D_fake: 0.058 +(epoch: 90, iters: 43176, time: 0.301, data: 0.021) G_GAN: 6.053 G_L1: 6.474 D_real: 0.040 D_fake: 0.602 +(epoch: 90, iters: 43276, time: 0.300, data: 0.023) G_GAN: 6.505 G_L1: 7.796 D_real: 0.075 D_fake: 0.044 +(epoch: 90, iters: 43376, time: 0.400, data: 0.022) G_GAN: 4.585 G_L1: 4.245 D_real: 0.034 D_fake: 0.043 +(epoch: 90, iters: 43476, time: 0.303, data: 0.020) G_GAN: 6.214 G_L1: 5.324 D_real: 0.007 D_fake: 0.029 +(epoch: 90, iters: 43576, time: 0.296, data: 0.020) G_GAN: 4.382 G_L1: 3.326 D_real: 0.123 D_fake: 0.030 +(epoch: 90, iters: 43676, time: 0.306, data: 0.020) G_GAN: 4.134 G_L1: 3.771 D_real: 0.006 D_fake: 0.071 +(epoch: 90, iters: 43776, time: 0.417, data: 0.028) G_GAN: 4.104 G_L1: 3.520 D_real: 0.046 D_fake: 0.119 +(epoch: 90, iters: 43876, time: 0.302, data: 0.020) G_GAN: 3.770 G_L1: 3.612 D_real: 0.034 D_fake: 0.122 +(epoch: 90, iters: 43976, time: 0.297, data: 0.020) G_GAN: 3.261 G_L1: 3.789 D_real: 0.065 D_fake: 0.102 +(epoch: 90, iters: 44076, time: 0.302, data: 0.020) G_GAN: 4.650 G_L1: 3.190 D_real: 0.011 D_fake: 0.097 +(epoch: 90, iters: 44176, time: 0.424, data: 0.020) G_GAN: 4.870 G_L1: 3.859 D_real: 0.171 D_fake: 0.027 +(epoch: 90, iters: 44276, time: 0.270, data: 0.020) G_GAN: 4.130 G_L1: 3.369 D_real: 0.057 D_fake: 0.139 +(epoch: 90, iters: 44376, time: 0.300, data: 0.017) G_GAN: 3.838 G_L1: 4.514 D_real: 0.015 D_fake: 0.105 +(epoch: 90, iters: 44476, time: 0.303, data: 0.020) G_GAN: 2.983 G_L1: 3.359 D_real: 0.050 D_fake: 0.185 +(epoch: 90, iters: 44576, time: 0.600, data: 0.020) G_GAN: 3.464 G_L1: 3.176 D_real: 0.008 D_fake: 0.269 +(epoch: 90, iters: 44676, time: 0.303, data: 0.019) G_GAN: 4.003 G_L1: 3.291 D_real: 0.104 D_fake: 0.144 +(epoch: 90, iters: 44776, time: 0.290, data: 0.020) G_GAN: 6.815 G_L1: 6.383 D_real: 0.008 D_fake: 0.012 +(epoch: 90, iters: 44876, time: 0.301, data: 0.019) G_GAN: 4.840 G_L1: 3.367 D_real: 0.003 D_fake: 0.026 +(epoch: 90, iters: 44976, time: 0.403, data: 0.020) G_GAN: 4.743 G_L1: 3.512 D_real: 0.011 D_fake: 0.083 +(epoch: 90, iters: 45076, time: 0.302, data: 0.018) G_GAN: 3.730 G_L1: 4.223 D_real: 0.467 D_fake: 0.114 +(epoch: 90, iters: 45176, time: 0.301, data: 0.020) G_GAN: 4.015 G_L1: 6.304 D_real: 0.020 D_fake: 0.144 +(epoch: 90, iters: 45276, time: 0.300, data: 0.020) G_GAN: 4.869 G_L1: 3.787 D_real: 0.031 D_fake: 0.118 +(epoch: 90, iters: 45376, time: 0.427, data: 0.020) G_GAN: 5.311 G_L1: 3.451 D_real: 0.009 D_fake: 0.035 +(epoch: 90, iters: 45476, time: 0.303, data: 0.020) G_GAN: 4.555 G_L1: 2.698 D_real: 0.010 D_fake: 0.033 +(epoch: 90, iters: 45576, time: 0.293, data: 0.020) G_GAN: 3.685 G_L1: 3.040 D_real: 0.000 D_fake: 0.123 +(epoch: 90, iters: 45676, time: 0.301, data: 0.018) G_GAN: 5.565 G_L1: 3.910 D_real: 0.035 D_fake: 0.045 +(epoch: 90, iters: 45776, time: 0.411, data: 0.019) G_GAN: 4.705 G_L1: 4.523 D_real: 0.001 D_fake: 0.054 +(epoch: 90, iters: 45876, time: 0.303, data: 0.021) G_GAN: 3.401 G_L1: 2.852 D_real: 0.072 D_fake: 0.091 +(epoch: 90, iters: 45976, time: 0.300, data: 0.020) G_GAN: 4.607 G_L1: 3.689 D_real: 0.038 D_fake: 0.057 +(epoch: 90, iters: 46076, time: 0.302, data: 0.020) G_GAN: 3.019 G_L1: 3.170 D_real: 0.150 D_fake: 0.129 +(epoch: 90, iters: 46176, time: 0.430, data: 0.019) G_GAN: 5.349 G_L1: 5.002 D_real: 0.057 D_fake: 0.016 +(epoch: 90, iters: 46276, time: 0.303, data: 0.023) G_GAN: 4.801 G_L1: 4.526 D_real: 0.014 D_fake: 0.049 +(epoch: 90, iters: 46376, time: 0.301, data: 0.019) G_GAN: 5.460 G_L1: 4.414 D_real: 0.006 D_fake: 0.040 +(epoch: 90, iters: 46476, time: 0.297, data: 0.019) G_GAN: 6.184 G_L1: 4.557 D_real: 0.050 D_fake: 0.017 +(epoch: 90, iters: 46576, time: 0.630, data: 0.022) G_GAN: 5.067 G_L1: 2.803 D_real: 0.221 D_fake: 0.067 +(epoch: 90, iters: 46676, time: 0.301, data: 0.020) G_GAN: 5.715 G_L1: 6.047 D_real: 0.051 D_fake: 0.020 +(epoch: 90, iters: 46776, time: 0.296, data: 0.020) G_GAN: 4.609 G_L1: 3.559 D_real: 0.278 D_fake: 0.269 +(epoch: 90, iters: 46876, time: 0.297, data: 0.020) G_GAN: 3.039 G_L1: 3.645 D_real: 0.442 D_fake: 0.105 +(epoch: 90, iters: 46976, time: 0.430, data: 0.020) G_GAN: 4.282 G_L1: 4.713 D_real: 0.015 D_fake: 0.109 +(epoch: 90, iters: 47076, time: 0.305, data: 0.020) G_GAN: 4.720 G_L1: 4.275 D_real: 0.018 D_fake: 0.023 +(epoch: 90, iters: 47176, time: 0.300, data: 0.020) G_GAN: 4.018 G_L1: 3.857 D_real: 0.055 D_fake: 0.155 +(epoch: 90, iters: 47276, time: 0.297, data: 0.019) G_GAN: 4.071 G_L1: 4.073 D_real: 0.041 D_fake: 0.070 +(epoch: 90, iters: 47376, time: 0.419, data: 0.020) G_GAN: 3.721 G_L1: 4.217 D_real: 0.005 D_fake: 0.152 +(epoch: 90, iters: 47476, time: 0.302, data: 0.021) G_GAN: 3.790 G_L1: 4.603 D_real: 0.039 D_fake: 0.097 +(epoch: 90, iters: 47576, time: 0.305, data: 0.020) G_GAN: 4.819 G_L1: 4.426 D_real: 0.218 D_fake: 0.042 +(epoch: 90, iters: 47676, time: 0.305, data: 0.021) G_GAN: 5.559 G_L1: 3.353 D_real: 0.001 D_fake: 0.069 +(epoch: 90, iters: 47776, time: 0.420, data: 0.019) G_GAN: 4.632 G_L1: 3.714 D_real: 0.019 D_fake: 0.063 +(epoch: 90, iters: 47876, time: 0.302, data: 0.020) G_GAN: 5.348 G_L1: 5.571 D_real: 0.001 D_fake: 0.048 +(epoch: 90, iters: 47976, time: 0.297, data: 0.020) G_GAN: 4.018 G_L1: 5.437 D_real: 0.126 D_fake: 0.100 +(epoch: 90, iters: 48076, time: 0.286, data: 0.019) G_GAN: 3.899 G_L1: 5.344 D_real: 0.007 D_fake: 0.224 +(epoch: 90, iters: 48176, time: 0.417, data: 0.018) G_GAN: 5.842 G_L1: 4.369 D_real: 0.000 D_fake: 0.107 +(epoch: 90, iters: 48276, time: 0.300, data: 0.018) G_GAN: 4.733 G_L1: 3.065 D_real: 0.002 D_fake: 0.055 +(epoch: 90, iters: 48376, time: 0.302, data: 0.021) G_GAN: 3.541 G_L1: 3.555 D_real: 0.042 D_fake: 0.095 +(epoch: 90, iters: 48476, time: 0.298, data: 0.019) G_GAN: 3.253 G_L1: 3.631 D_real: 0.048 D_fake: 0.283 +(epoch: 90, iters: 48576, time: 0.617, data: 0.020) G_GAN: 3.636 G_L1: 2.414 D_real: 0.136 D_fake: 0.064 +(epoch: 90, iters: 48676, time: 0.293, data: 0.019) G_GAN: 6.226 G_L1: 3.404 D_real: 0.030 D_fake: 0.013 +(epoch: 90, iters: 48776, time: 0.301, data: 0.018) G_GAN: 4.751 G_L1: 4.451 D_real: 0.357 D_fake: 0.012 +(epoch: 90, iters: 48876, time: 0.287, data: 0.020) G_GAN: 3.565 G_L1: 3.316 D_real: 0.248 D_fake: 0.059 +(epoch: 90, iters: 48976, time: 0.419, data: 0.019) G_GAN: 3.544 G_L1: 3.860 D_real: 0.002 D_fake: 0.294 +(epoch: 90, iters: 49076, time: 0.302, data: 0.020) G_GAN: 5.894 G_L1: 4.467 D_real: 0.019 D_fake: 0.011 +(epoch: 90, iters: 49176, time: 0.296, data: 0.019) G_GAN: 4.042 G_L1: 5.747 D_real: 0.052 D_fake: 0.127 +(epoch: 90, iters: 49276, time: 0.303, data: 0.018) G_GAN: 4.818 G_L1: 3.951 D_real: 0.002 D_fake: 0.074 +(epoch: 90, iters: 49376, time: 0.431, data: 0.020) G_GAN: 6.146 G_L1: 3.924 D_real: 0.033 D_fake: 0.031 +(epoch: 90, iters: 49476, time: 0.298, data: 0.019) G_GAN: 5.342 G_L1: 4.477 D_real: 0.012 D_fake: 0.221 +(epoch: 90, iters: 49576, time: 0.301, data: 0.019) G_GAN: 5.267 G_L1: 6.750 D_real: 0.003 D_fake: 0.044 +(epoch: 90, iters: 49676, time: 0.294, data: 0.019) G_GAN: 4.300 G_L1: 3.861 D_real: 0.407 D_fake: 0.018 +(epoch: 90, iters: 49776, time: 0.391, data: 0.020) G_GAN: 8.501 G_L1: 2.627 D_real: 0.027 D_fake: 0.003 +(epoch: 90, iters: 49876, time: 0.299, data: 0.019) G_GAN: 5.451 G_L1: 3.337 D_real: 0.024 D_fake: 0.010 +(epoch: 90, iters: 49976, time: 0.303, data: 0.019) G_GAN: 5.429 G_L1: 5.241 D_real: 0.005 D_fake: 0.012 +(epoch: 90, iters: 50076, time: 0.290, data: 0.021) G_GAN: 3.646 G_L1: 3.511 D_real: 0.218 D_fake: 0.067 +(epoch: 90, iters: 50176, time: 0.418, data: 0.020) G_GAN: 5.736 G_L1: 3.557 D_real: 0.045 D_fake: 0.008 +(epoch: 90, iters: 50276, time: 0.294, data: 0.019) G_GAN: 4.906 G_L1: 2.693 D_real: 0.071 D_fake: 0.022 +(epoch: 90, iters: 50376, time: 0.300, data: 0.020) G_GAN: 6.013 G_L1: 3.360 D_real: 0.003 D_fake: 0.011 +(epoch: 90, iters: 50476, time: 0.302, data: 0.020) G_GAN: 4.016 G_L1: 3.404 D_real: 0.026 D_fake: 0.088 +(epoch: 90, iters: 50576, time: 0.673, data: 0.021) G_GAN: 5.632 G_L1: 4.159 D_real: 0.015 D_fake: 0.015 +(epoch: 90, iters: 50676, time: 0.303, data: 0.020) G_GAN: 5.503 G_L1: 5.805 D_real: 0.024 D_fake: 0.032 +(epoch: 90, iters: 50776, time: 0.296, data: 0.020) G_GAN: 5.681 G_L1: 3.610 D_real: 0.018 D_fake: 0.021 +(epoch: 90, iters: 50876, time: 0.295, data: 0.020) G_GAN: 6.112 G_L1: 3.047 D_real: 0.056 D_fake: 0.018 +(epoch: 90, iters: 50976, time: 0.408, data: 0.021) G_GAN: 4.398 G_L1: 3.999 D_real: 0.016 D_fake: 0.300 +(epoch: 90, iters: 51076, time: 0.300, data: 0.020) G_GAN: 4.637 G_L1: 3.353 D_real: 0.035 D_fake: 0.092 +(epoch: 90, iters: 51176, time: 0.303, data: 0.020) G_GAN: 4.652 G_L1: 4.232 D_real: 0.356 D_fake: 0.132 +(epoch: 90, iters: 51276, time: 0.295, data: 0.020) G_GAN: 5.033 G_L1: 2.796 D_real: 0.010 D_fake: 0.083 +(epoch: 90, iters: 51376, time: 0.412, data: 0.018) G_GAN: 5.194 G_L1: 3.286 D_real: 0.337 D_fake: 0.012 +(epoch: 90, iters: 51476, time: 0.301, data: 0.018) G_GAN: 5.665 G_L1: 4.223 D_real: 0.031 D_fake: 0.011 +(epoch: 90, iters: 51576, time: 0.302, data: 0.019) G_GAN: 3.530 G_L1: 3.372 D_real: 0.036 D_fake: 0.199 +(epoch: 90, iters: 51676, time: 0.299, data: 0.019) G_GAN: 4.648 G_L1: 5.028 D_real: 0.001 D_fake: 0.038 +(epoch: 90, iters: 51776, time: 0.430, data: 0.019) G_GAN: 5.581 G_L1: 4.692 D_real: 0.011 D_fake: 0.027 +(epoch: 90, iters: 51876, time: 0.293, data: 0.019) G_GAN: 5.012 G_L1: 2.958 D_real: 0.024 D_fake: 0.023 +(epoch: 90, iters: 51976, time: 0.302, data: 0.019) G_GAN: 4.586 G_L1: 4.806 D_real: 0.005 D_fake: 0.068 +(epoch: 90, iters: 52076, time: 0.303, data: 0.022) G_GAN: 4.630 G_L1: 2.908 D_real: 0.171 D_fake: 0.135 +(epoch: 90, iters: 52176, time: 0.418, data: 0.019) G_GAN: 5.405 G_L1: 3.722 D_real: 0.178 D_fake: 0.097 +(epoch: 90, iters: 52276, time: 0.305, data: 0.020) G_GAN: 4.728 G_L1: 4.775 D_real: 0.003 D_fake: 0.044 +(epoch: 90, iters: 52376, time: 0.303, data: 0.025) G_GAN: 3.275 G_L1: 3.520 D_real: 0.186 D_fake: 0.239 +(epoch: 90, iters: 52476, time: 0.299, data: 0.020) G_GAN: 3.622 G_L1: 3.962 D_real: 0.024 D_fake: 0.140 +(epoch: 90, iters: 52576, time: 0.622, data: 0.019) G_GAN: 4.591 G_L1: 4.392 D_real: 0.111 D_fake: 0.047 +(epoch: 90, iters: 52676, time: 0.304, data: 0.019) G_GAN: 6.321 G_L1: 4.629 D_real: 0.034 D_fake: 0.014 +(epoch: 90, iters: 52776, time: 0.301, data: 0.019) G_GAN: 4.547 G_L1: 2.289 D_real: 0.050 D_fake: 0.067 +(epoch: 90, iters: 52876, time: 0.300, data: 0.019) G_GAN: 4.855 G_L1: 3.535 D_real: 0.008 D_fake: 0.037 +(epoch: 90, iters: 52976, time: 0.423, data: 0.020) G_GAN: 3.960 G_L1: 3.033 D_real: 0.063 D_fake: 0.457 +(epoch: 90, iters: 53076, time: 0.305, data: 0.020) G_GAN: 3.269 G_L1: 2.609 D_real: 0.199 D_fake: 0.117 +(epoch: 90, iters: 53176, time: 0.291, data: 0.018) G_GAN: 3.308 G_L1: 4.756 D_real: 0.034 D_fake: 0.202 +(epoch: 90, iters: 53276, time: 0.302, data: 0.019) G_GAN: 4.385 G_L1: 5.872 D_real: 0.000 D_fake: 0.077 +(epoch: 90, iters: 53376, time: 0.410, data: 0.024) G_GAN: 4.977 G_L1: 2.761 D_real: 0.213 D_fake: 0.034 +(epoch: 90, iters: 53476, time: 0.306, data: 0.020) G_GAN: 4.310 G_L1: 3.794 D_real: 0.012 D_fake: 0.065 +(epoch: 90, iters: 53576, time: 0.302, data: 0.019) G_GAN: 5.283 G_L1: 3.273 D_real: 0.006 D_fake: 0.046 +(epoch: 90, iters: 53676, time: 0.300, data: 0.019) G_GAN: 5.999 G_L1: 4.538 D_real: 0.004 D_fake: 0.025 +(epoch: 90, iters: 53776, time: 0.420, data: 0.020) G_GAN: 4.538 G_L1: 3.350 D_real: 0.167 D_fake: 0.035 +(epoch: 90, iters: 53876, time: 0.292, data: 0.020) G_GAN: 4.725 G_L1: 3.523 D_real: 0.011 D_fake: 0.081 +(epoch: 90, iters: 53976, time: 0.294, data: 0.017) G_GAN: 5.300 G_L1: 4.887 D_real: 0.002 D_fake: 0.193 +(epoch: 90, iters: 54076, time: 0.270, data: 0.018) G_GAN: 5.823 G_L1: 3.516 D_real: 0.073 D_fake: 0.018 +(epoch: 90, iters: 54176, time: 0.401, data: 0.018) G_GAN: 4.106 G_L1: 3.410 D_real: 0.370 D_fake: 0.051 +(epoch: 90, iters: 54276, time: 0.295, data: 0.019) G_GAN: 4.115 G_L1: 5.478 D_real: 0.403 D_fake: 0.033 +(epoch: 90, iters: 54376, time: 0.297, data: 0.020) G_GAN: 3.315 G_L1: 3.545 D_real: 0.023 D_fake: 0.243 +(epoch: 90, iters: 54476, time: 0.300, data: 0.019) G_GAN: 3.938 G_L1: 3.311 D_real: 0.078 D_fake: 0.171 +(epoch: 90, iters: 54576, time: 0.619, data: 0.020) G_GAN: 4.962 G_L1: 3.914 D_real: 0.002 D_fake: 0.052 +(epoch: 90, iters: 54676, time: 0.295, data: 0.021) G_GAN: 3.057 G_L1: 4.018 D_real: 0.108 D_fake: 0.139 +(epoch: 90, iters: 54776, time: 0.301, data: 0.020) G_GAN: 4.747 G_L1: 4.387 D_real: 0.004 D_fake: 0.048 +(epoch: 90, iters: 54876, time: 0.303, data: 0.021) G_GAN: 5.585 G_L1: 5.326 D_real: 0.209 D_fake: 0.030 +(epoch: 90, iters: 54976, time: 0.426, data: 0.020) G_GAN: 4.407 G_L1: 5.429 D_real: 0.003 D_fake: 0.107 +(epoch: 90, iters: 55076, time: 0.289, data: 0.019) G_GAN: 4.576 G_L1: 3.417 D_real: 0.152 D_fake: 0.056 +(epoch: 90, iters: 55176, time: 0.303, data: 0.017) G_GAN: 4.976 G_L1: 2.692 D_real: 0.105 D_fake: 0.042 +(epoch: 90, iters: 55276, time: 0.292, data: 0.020) G_GAN: 5.888 G_L1: 4.778 D_real: 0.053 D_fake: 0.023 +(epoch: 90, iters: 55376, time: 0.414, data: 0.019) G_GAN: 5.019 G_L1: 4.332 D_real: 0.074 D_fake: 0.030 +(epoch: 90, iters: 55476, time: 0.298, data: 0.020) G_GAN: 5.480 G_L1: 3.967 D_real: 0.011 D_fake: 0.122 +(epoch: 90, iters: 55576, time: 0.297, data: 0.020) G_GAN: 5.516 G_L1: 3.415 D_real: 0.006 D_fake: 0.027 +(epoch: 90, iters: 55676, time: 0.302, data: 0.019) G_GAN: 4.277 G_L1: 3.176 D_real: 0.013 D_fake: 0.645 +(epoch: 90, iters: 55776, time: 0.433, data: 0.019) G_GAN: 5.662 G_L1: 3.987 D_real: 0.116 D_fake: 0.022 +(epoch: 90, iters: 55876, time: 0.302, data: 0.019) G_GAN: 5.358 G_L1: 4.758 D_real: 0.116 D_fake: 0.029 +(epoch: 90, iters: 55976, time: 0.304, data: 0.022) G_GAN: 4.326 G_L1: 4.644 D_real: 0.070 D_fake: 0.117 +(epoch: 90, iters: 56076, time: 0.301, data: 0.020) G_GAN: 4.540 G_L1: 3.595 D_real: 0.227 D_fake: 0.082 +(epoch: 90, iters: 56176, time: 0.406, data: 0.019) G_GAN: 4.661 G_L1: 4.205 D_real: 0.826 D_fake: 0.017 +(epoch: 90, iters: 56276, time: 0.298, data: 0.017) G_GAN: 3.765 G_L1: 2.385 D_real: 0.160 D_fake: 0.138 +(epoch: 90, iters: 56376, time: 0.301, data: 0.020) G_GAN: 5.523 G_L1: 5.792 D_real: 0.000 D_fake: 0.093 +(epoch: 90, iters: 56476, time: 0.304, data: 0.021) G_GAN: 5.223 G_L1: 4.471 D_real: 0.408 D_fake: 0.008 +(epoch: 90, iters: 56576, time: 0.632, data: 0.020) G_GAN: 6.785 G_L1: 6.210 D_real: 0.007 D_fake: 0.011 +(epoch: 90, iters: 56676, time: 0.303, data: 0.019) G_GAN: 5.499 G_L1: 4.663 D_real: 0.097 D_fake: 0.046 +(epoch: 90, iters: 56776, time: 0.295, data: 0.019) G_GAN: 6.413 G_L1: 6.892 D_real: 0.005 D_fake: 0.013 +(epoch: 90, iters: 56876, time: 0.297, data: 0.019) G_GAN: 4.420 G_L1: 3.206 D_real: 0.067 D_fake: 0.069 +(epoch: 90, iters: 56976, time: 0.424, data: 0.038) G_GAN: 5.589 G_L1: 3.969 D_real: 0.002 D_fake: 0.019 +(epoch: 90, iters: 57076, time: 0.303, data: 0.020) G_GAN: 5.286 G_L1: 4.592 D_real: 0.117 D_fake: 0.028 +(epoch: 90, iters: 57176, time: 0.303, data: 0.021) G_GAN: 4.203 G_L1: 3.800 D_real: 0.106 D_fake: 0.120 +(epoch: 90, iters: 57276, time: 0.304, data: 0.020) G_GAN: 5.211 G_L1: 6.505 D_real: 0.004 D_fake: 0.066 +(epoch: 90, iters: 57376, time: 0.424, data: 0.020) G_GAN: 3.974 G_L1: 3.691 D_real: 0.239 D_fake: 0.076 +(epoch: 90, iters: 57476, time: 0.298, data: 0.020) G_GAN: 4.760 G_L1: 4.379 D_real: 0.004 D_fake: 0.063 +(epoch: 90, iters: 57576, time: 0.299, data: 0.018) G_GAN: 5.317 G_L1: 4.388 D_real: 0.794 D_fake: 0.052 +(epoch: 90, iters: 57676, time: 0.298, data: 0.020) G_GAN: 3.860 G_L1: 3.234 D_real: 0.299 D_fake: 0.409 +(epoch: 90, iters: 57776, time: 0.426, data: 0.021) G_GAN: 4.467 G_L1: 4.526 D_real: 0.003 D_fake: 0.060 +(epoch: 90, iters: 57876, time: 0.296, data: 0.020) G_GAN: 4.461 G_L1: 6.300 D_real: 0.005 D_fake: 0.061 +(epoch: 90, iters: 57976, time: 0.291, data: 0.019) G_GAN: 4.468 G_L1: 4.753 D_real: 0.177 D_fake: 0.042 +(epoch: 90, iters: 58076, time: 0.293, data: 0.018) G_GAN: 4.375 G_L1: 3.646 D_real: 0.091 D_fake: 0.166 +(epoch: 90, iters: 58176, time: 0.418, data: 0.017) G_GAN: 5.820 G_L1: 3.947 D_real: 0.005 D_fake: 0.038 +(epoch: 90, iters: 58276, time: 0.292, data: 0.019) G_GAN: 4.989 G_L1: 4.655 D_real: 0.008 D_fake: 0.068 +(epoch: 90, iters: 58376, time: 0.293, data: 0.020) G_GAN: 4.684 G_L1: 2.569 D_real: 1.108 D_fake: 0.063 +(epoch: 90, iters: 58476, time: 0.292, data: 0.020) G_GAN: 4.826 G_L1: 5.998 D_real: 0.073 D_fake: 0.033 +(epoch: 90, iters: 58576, time: 0.631, data: 0.018) G_GAN: 4.188 G_L1: 3.908 D_real: 0.058 D_fake: 0.055 +(epoch: 90, iters: 58676, time: 0.293, data: 0.019) G_GAN: 4.722 G_L1: 3.782 D_real: 0.171 D_fake: 0.015 +(epoch: 90, iters: 58776, time: 0.288, data: 0.021) G_GAN: 4.264 G_L1: 3.067 D_real: 0.023 D_fake: 0.041 +(epoch: 90, iters: 58876, time: 0.290, data: 0.020) G_GAN: 4.785 G_L1: 6.175 D_real: 0.074 D_fake: 0.038 +(epoch: 90, iters: 58976, time: 0.391, data: 0.018) G_GAN: 3.501 G_L1: 3.408 D_real: 0.013 D_fake: 0.076 +(epoch: 90, iters: 59076, time: 0.302, data: 0.017) G_GAN: 3.792 G_L1: 2.838 D_real: 0.067 D_fake: 0.077 +(epoch: 90, iters: 59176, time: 0.308, data: 0.020) G_GAN: 4.387 G_L1: 2.987 D_real: 0.001 D_fake: 0.077 +(epoch: 90, iters: 59276, time: 0.294, data: 0.021) G_GAN: 6.340 G_L1: 5.372 D_real: 0.111 D_fake: 0.006 +(epoch: 90, iters: 59376, time: 0.423, data: 0.020) G_GAN: 4.011 G_L1: 4.097 D_real: 0.041 D_fake: 0.133 +(epoch: 90, iters: 59476, time: 0.298, data: 0.020) G_GAN: 4.448 G_L1: 4.548 D_real: 0.042 D_fake: 0.060 +(epoch: 90, iters: 59576, time: 0.285, data: 0.019) G_GAN: 5.127 G_L1: 3.004 D_real: 0.002 D_fake: 0.018 +(epoch: 90, iters: 59676, time: 0.304, data: 0.017) G_GAN: 4.849 G_L1: 3.252 D_real: 0.100 D_fake: 0.018 +(epoch: 90, iters: 59776, time: 0.417, data: 0.018) G_GAN: 4.713 G_L1: 5.180 D_real: 0.024 D_fake: 0.036 +(epoch: 90, iters: 59876, time: 0.299, data: 0.018) G_GAN: 6.567 G_L1: 8.166 D_real: 0.065 D_fake: 0.021 +(epoch: 90, iters: 59976, time: 0.304, data: 0.021) G_GAN: 5.185 G_L1: 3.822 D_real: 0.008 D_fake: 0.018 +(epoch: 91, iters: 60, time: 0.305, data: 0.019) G_GAN: 4.909 G_L1: 4.013 D_real: 0.335 D_fake: 0.011 +(epoch: 91, iters: 160, time: 0.668, data: 0.020) G_GAN: 5.362 G_L1: 4.361 D_real: 0.001 D_fake: 0.092 +(epoch: 91, iters: 260, time: 0.305, data: 0.019) G_GAN: 3.564 G_L1: 4.774 D_real: 0.064 D_fake: 0.089 +(epoch: 91, iters: 360, time: 0.300, data: 0.022) G_GAN: 4.825 G_L1: 2.637 D_real: 0.207 D_fake: 0.034 +(epoch: 91, iters: 460, time: 0.298, data: 0.020) G_GAN: 5.391 G_L1: 13.157 D_real: 0.021 D_fake: 0.082 +(epoch: 91, iters: 560, time: 0.665, data: 0.020) G_GAN: 5.267 G_L1: 3.949 D_real: 0.066 D_fake: 0.044 +(epoch: 91, iters: 660, time: 0.305, data: 0.021) G_GAN: 5.478 G_L1: 4.704 D_real: 0.012 D_fake: 0.042 +(epoch: 91, iters: 760, time: 0.302, data: 0.020) G_GAN: 5.463 G_L1: 3.156 D_real: 0.048 D_fake: 0.036 +(epoch: 91, iters: 860, time: 0.302, data: 0.023) G_GAN: 5.978 G_L1: 3.421 D_real: 0.023 D_fake: 0.028 +(epoch: 91, iters: 960, time: 0.418, data: 0.020) G_GAN: 5.194 G_L1: 4.693 D_real: 0.040 D_fake: 0.028 +(epoch: 91, iters: 1060, time: 0.306, data: 0.022) G_GAN: 7.509 G_L1: 6.984 D_real: 0.026 D_fake: 0.009 +(epoch: 91, iters: 1160, time: 0.304, data: 0.020) G_GAN: 3.969 G_L1: 3.973 D_real: 0.088 D_fake: 0.103 +(epoch: 91, iters: 1260, time: 0.296, data: 0.020) G_GAN: 4.732 G_L1: 4.513 D_real: 0.093 D_fake: 0.108 +(epoch: 91, iters: 1360, time: 0.423, data: 0.021) G_GAN: 6.455 G_L1: 4.101 D_real: 0.041 D_fake: 0.014 +(epoch: 91, iters: 1460, time: 0.300, data: 0.020) G_GAN: 6.123 G_L1: 4.030 D_real: 0.007 D_fake: 0.014 +(epoch: 91, iters: 1560, time: 0.304, data: 0.021) G_GAN: 4.712 G_L1: 3.751 D_real: 0.006 D_fake: 0.070 +(epoch: 91, iters: 1660, time: 0.292, data: 0.020) G_GAN: 7.976 G_L1: 8.063 D_real: 0.002 D_fake: 0.028 +(epoch: 91, iters: 1760, time: 0.387, data: 0.022) G_GAN: 4.429 G_L1: 3.461 D_real: 0.003 D_fake: 0.324 +(epoch: 91, iters: 1860, time: 0.302, data: 0.020) G_GAN: 3.592 G_L1: 2.498 D_real: 0.035 D_fake: 0.129 +(epoch: 91, iters: 1960, time: 0.294, data: 0.023) G_GAN: 6.506 G_L1: 5.467 D_real: 0.006 D_fake: 0.009 +(epoch: 91, iters: 2060, time: 0.304, data: 0.021) G_GAN: 7.207 G_L1: 3.908 D_real: 0.004 D_fake: 0.148 +(epoch: 91, iters: 2160, time: 0.418, data: 0.021) G_GAN: 5.072 G_L1: 3.859 D_real: 0.001 D_fake: 0.128 +(epoch: 91, iters: 2260, time: 0.295, data: 0.020) G_GAN: 3.491 G_L1: 2.896 D_real: 0.259 D_fake: 0.077 +(epoch: 91, iters: 2360, time: 0.290, data: 0.021) G_GAN: 4.441 G_L1: 3.439 D_real: 0.557 D_fake: 0.030 +(epoch: 91, iters: 2460, time: 0.305, data: 0.020) G_GAN: 5.414 G_L1: 3.320 D_real: 0.098 D_fake: 0.013 +(epoch: 91, iters: 2560, time: 0.672, data: 0.021) G_GAN: 6.628 G_L1: 3.731 D_real: 0.223 D_fake: 0.006 +(epoch: 91, iters: 2660, time: 0.302, data: 0.019) G_GAN: 5.115 G_L1: 3.672 D_real: 0.050 D_fake: 0.021 +(epoch: 91, iters: 2760, time: 0.299, data: 0.020) G_GAN: 4.660 G_L1: 3.576 D_real: 0.142 D_fake: 0.067 +(epoch: 91, iters: 2860, time: 0.296, data: 0.020) G_GAN: 4.571 G_L1: 3.832 D_real: 0.000 D_fake: 0.036 +(epoch: 91, iters: 2960, time: 0.399, data: 0.021) G_GAN: 5.737 G_L1: 5.645 D_real: 0.001 D_fake: 0.028 +(epoch: 91, iters: 3060, time: 0.301, data: 0.019) G_GAN: 4.671 G_L1: 3.516 D_real: 0.225 D_fake: 0.093 +(epoch: 91, iters: 3160, time: 0.301, data: 0.020) G_GAN: 4.862 G_L1: 2.453 D_real: 0.000 D_fake: 0.082 +(epoch: 91, iters: 3260, time: 0.301, data: 0.020) G_GAN: 3.921 G_L1: 2.863 D_real: 0.206 D_fake: 0.043 +(epoch: 91, iters: 3360, time: 0.428, data: 0.021) G_GAN: 4.943 G_L1: 5.074 D_real: 0.001 D_fake: 0.052 +(epoch: 91, iters: 3460, time: 0.279, data: 0.020) G_GAN: 6.703 G_L1: 4.316 D_real: 0.005 D_fake: 0.030 +(epoch: 91, iters: 3560, time: 0.297, data: 0.018) G_GAN: 5.698 G_L1: 3.950 D_real: 0.000 D_fake: 0.010 +(epoch: 91, iters: 3660, time: 0.296, data: 0.020) G_GAN: 5.073 G_L1: 6.750 D_real: 0.003 D_fake: 0.343 +(epoch: 91, iters: 3760, time: 0.421, data: 0.020) G_GAN: 3.537 G_L1: 4.262 D_real: 0.003 D_fake: 0.123 +(epoch: 91, iters: 3860, time: 0.301, data: 0.020) G_GAN: 4.830 G_L1: 3.114 D_real: 0.023 D_fake: 0.020 +(epoch: 91, iters: 3960, time: 0.301, data: 0.020) G_GAN: 3.985 G_L1: 3.831 D_real: 0.039 D_fake: 0.058 +(epoch: 91, iters: 4060, time: 0.302, data: 0.020) G_GAN: 5.349 G_L1: 5.490 D_real: 0.015 D_fake: 0.023 +(epoch: 91, iters: 4160, time: 0.398, data: 0.019) G_GAN: 6.534 G_L1: 3.614 D_real: 0.015 D_fake: 0.027 +(epoch: 91, iters: 4260, time: 0.304, data: 0.018) G_GAN: 4.121 G_L1: 5.198 D_real: 0.485 D_fake: 0.119 +(epoch: 91, iters: 4360, time: 0.279, data: 0.020) G_GAN: 5.431 G_L1: 3.748 D_real: 0.061 D_fake: 0.102 +(epoch: 91, iters: 4460, time: 0.302, data: 0.017) G_GAN: 6.174 G_L1: 4.086 D_real: 0.049 D_fake: 0.152 +(epoch: 91, iters: 4560, time: 0.632, data: 0.020) G_GAN: 5.291 G_L1: 3.343 D_real: 0.371 D_fake: 0.028 +(epoch: 91, iters: 4660, time: 0.294, data: 0.019) G_GAN: 3.592 G_L1: 3.365 D_real: 0.022 D_fake: 0.082 +(epoch: 91, iters: 4760, time: 0.298, data: 0.019) G_GAN: 4.028 G_L1: 3.962 D_real: 0.034 D_fake: 0.171 +(epoch: 91, iters: 4860, time: 0.287, data: 0.020) G_GAN: 6.395 G_L1: 9.001 D_real: 0.154 D_fake: 0.009 +(epoch: 91, iters: 4960, time: 0.413, data: 0.019) G_GAN: 4.766 G_L1: 3.655 D_real: 0.058 D_fake: 0.019 +(epoch: 91, iters: 5060, time: 0.295, data: 0.020) G_GAN: 6.091 G_L1: 4.787 D_real: 0.024 D_fake: 0.022 +(epoch: 91, iters: 5160, time: 0.306, data: 0.018) G_GAN: 3.787 G_L1: 2.514 D_real: 0.028 D_fake: 0.087 +(epoch: 91, iters: 5260, time: 0.290, data: 0.019) G_GAN: 3.966 G_L1: 4.645 D_real: 0.104 D_fake: 0.093 +(epoch: 91, iters: 5360, time: 0.396, data: 0.018) G_GAN: 4.237 G_L1: 2.583 D_real: 0.318 D_fake: 0.046 +(epoch: 91, iters: 5460, time: 0.301, data: 0.021) G_GAN: 5.854 G_L1: 4.412 D_real: 0.056 D_fake: 0.010 +(epoch: 91, iters: 5560, time: 0.292, data: 0.021) G_GAN: 6.137 G_L1: 5.512 D_real: 0.019 D_fake: 0.026 +(epoch: 91, iters: 5660, time: 0.301, data: 0.018) G_GAN: 5.849 G_L1: 4.805 D_real: 0.147 D_fake: 0.029 +(epoch: 91, iters: 5760, time: 0.422, data: 0.019) G_GAN: 4.907 G_L1: 3.594 D_real: 0.022 D_fake: 0.052 +(epoch: 91, iters: 5860, time: 0.299, data: 0.023) G_GAN: 4.085 G_L1: 3.572 D_real: 0.151 D_fake: 0.209 +(epoch: 91, iters: 5960, time: 0.301, data: 0.020) G_GAN: 6.071 G_L1: 5.701 D_real: 0.011 D_fake: 0.031 +(epoch: 91, iters: 6060, time: 0.300, data: 0.019) G_GAN: 6.339 G_L1: 6.278 D_real: 0.000 D_fake: 0.033 +(epoch: 91, iters: 6160, time: 0.421, data: 0.019) G_GAN: 5.342 G_L1: 5.600 D_real: 0.006 D_fake: 0.040 +(epoch: 91, iters: 6260, time: 0.303, data: 0.020) G_GAN: 6.223 G_L1: 5.976 D_real: 0.031 D_fake: 0.024 +(epoch: 91, iters: 6360, time: 0.298, data: 0.019) G_GAN: 6.778 G_L1: 3.153 D_real: 0.003 D_fake: 0.069 +(epoch: 91, iters: 6460, time: 0.293, data: 0.018) G_GAN: 5.329 G_L1: 5.816 D_real: 0.022 D_fake: 0.033 +(epoch: 91, iters: 6560, time: 0.612, data: 0.018) G_GAN: 5.046 G_L1: 3.706 D_real: 0.001 D_fake: 0.053 +(epoch: 91, iters: 6660, time: 0.297, data: 0.017) G_GAN: 4.860 G_L1: 3.546 D_real: 0.014 D_fake: 0.083 +(epoch: 91, iters: 6760, time: 0.301, data: 0.020) G_GAN: 4.695 G_L1: 3.471 D_real: 0.034 D_fake: 0.051 +(epoch: 91, iters: 6860, time: 0.297, data: 0.018) G_GAN: 6.719 G_L1: 4.633 D_real: 0.003 D_fake: 0.027 +(epoch: 91, iters: 6960, time: 0.421, data: 0.019) G_GAN: 4.888 G_L1: 3.847 D_real: 0.113 D_fake: 0.036 +(epoch: 91, iters: 7060, time: 0.295, data: 0.020) G_GAN: 5.728 G_L1: 4.265 D_real: 0.005 D_fake: 0.021 +(epoch: 91, iters: 7160, time: 0.306, data: 0.019) G_GAN: 5.672 G_L1: 4.648 D_real: 0.021 D_fake: 0.021 +(epoch: 91, iters: 7260, time: 0.291, data: 0.018) G_GAN: 5.527 G_L1: 6.000 D_real: 0.000 D_fake: 0.021 +(epoch: 91, iters: 7360, time: 0.404, data: 0.018) G_GAN: 5.701 G_L1: 5.551 D_real: 0.003 D_fake: 0.013 +(epoch: 91, iters: 7460, time: 0.306, data: 0.017) G_GAN: 5.225 G_L1: 4.765 D_real: 0.000 D_fake: 0.027 +(epoch: 91, iters: 7560, time: 0.298, data: 0.019) G_GAN: 9.541 G_L1: 5.896 D_real: 0.046 D_fake: 0.003 +(epoch: 91, iters: 7660, time: 0.303, data: 0.020) G_GAN: 5.408 G_L1: 4.235 D_real: 0.080 D_fake: 0.029 +(epoch: 91, iters: 7760, time: 0.418, data: 0.018) G_GAN: 7.337 G_L1: 5.227 D_real: 0.001 D_fake: 0.020 +(epoch: 91, iters: 7860, time: 0.306, data: 0.020) G_GAN: 8.466 G_L1: 6.149 D_real: 0.007 D_fake: 0.009 +(epoch: 91, iters: 7960, time: 0.295, data: 0.019) G_GAN: 6.411 G_L1: 5.717 D_real: 0.004 D_fake: 0.010 +(epoch: 91, iters: 8060, time: 0.303, data: 0.018) G_GAN: 6.752 G_L1: 3.289 D_real: 0.108 D_fake: 0.008 +(epoch: 91, iters: 8160, time: 0.416, data: 0.018) G_GAN: 4.926 G_L1: 4.001 D_real: 0.006 D_fake: 0.061 +(epoch: 91, iters: 8260, time: 0.298, data: 0.018) G_GAN: 5.073 G_L1: 3.894 D_real: 0.042 D_fake: 0.064 +(epoch: 91, iters: 8360, time: 0.309, data: 0.018) G_GAN: 5.869 G_L1: 4.223 D_real: 0.034 D_fake: 0.018 +(epoch: 91, iters: 8460, time: 0.299, data: 0.019) G_GAN: 6.828 G_L1: 4.217 D_real: 0.001 D_fake: 0.004 +(epoch: 91, iters: 8560, time: 0.647, data: 0.017) G_GAN: 5.341 G_L1: 4.031 D_real: 0.043 D_fake: 0.091 +(epoch: 91, iters: 8660, time: 0.289, data: 0.020) G_GAN: 6.511 G_L1: 5.274 D_real: 0.121 D_fake: 0.016 +(epoch: 91, iters: 8760, time: 0.300, data: 0.018) G_GAN: 4.364 G_L1: 2.836 D_real: 0.046 D_fake: 0.107 +(epoch: 91, iters: 8860, time: 0.300, data: 0.018) G_GAN: 6.199 G_L1: 5.777 D_real: 0.022 D_fake: 0.192 +(epoch: 91, iters: 8960, time: 0.411, data: 0.019) G_GAN: 4.865 G_L1: 4.827 D_real: 0.017 D_fake: 0.067 +(epoch: 91, iters: 9060, time: 0.304, data: 0.019) G_GAN: 7.289 G_L1: 5.971 D_real: 0.024 D_fake: 0.022 +(epoch: 91, iters: 9160, time: 0.300, data: 0.019) G_GAN: 5.463 G_L1: 4.752 D_real: 0.001 D_fake: 0.044 +(epoch: 91, iters: 9260, time: 0.296, data: 0.019) G_GAN: 8.367 G_L1: 6.201 D_real: 0.009 D_fake: 0.046 +(epoch: 91, iters: 9360, time: 0.400, data: 0.018) G_GAN: 3.412 G_L1: 3.397 D_real: 0.495 D_fake: 0.081 +(epoch: 91, iters: 9460, time: 0.298, data: 0.017) G_GAN: 4.484 G_L1: 7.556 D_real: 0.099 D_fake: 0.042 +(epoch: 91, iters: 9560, time: 0.298, data: 0.019) G_GAN: 4.728 G_L1: 2.877 D_real: 0.052 D_fake: 0.225 +(epoch: 91, iters: 9660, time: 0.302, data: 0.019) G_GAN: 6.729 G_L1: 6.607 D_real: 0.000 D_fake: 0.031 +(epoch: 91, iters: 9760, time: 0.408, data: 0.020) G_GAN: 6.497 G_L1: 4.664 D_real: 0.000 D_fake: 0.015 +(epoch: 91, iters: 9860, time: 0.299, data: 0.020) G_GAN: 7.617 G_L1: 5.354 D_real: 0.003 D_fake: 0.030 +(epoch: 91, iters: 9960, time: 0.296, data: 0.021) G_GAN: 6.861 G_L1: 5.073 D_real: 0.007 D_fake: 0.008 +(epoch: 91, iters: 10060, time: 0.298, data: 0.020) G_GAN: 5.274 G_L1: 5.416 D_real: 0.104 D_fake: 0.061 +(epoch: 91, iters: 10160, time: 0.430, data: 0.021) G_GAN: 5.498 G_L1: 5.606 D_real: 0.016 D_fake: 0.175 +(epoch: 91, iters: 10260, time: 0.299, data: 0.018) G_GAN: 5.319 G_L1: 4.121 D_real: 0.398 D_fake: 0.009 +(epoch: 91, iters: 10360, time: 0.299, data: 0.019) G_GAN: 4.351 G_L1: 3.914 D_real: 0.051 D_fake: 0.053 +(epoch: 91, iters: 10460, time: 0.296, data: 0.019) G_GAN: 6.336 G_L1: 3.820 D_real: 0.013 D_fake: 0.020 +(epoch: 91, iters: 10560, time: 0.592, data: 0.018) G_GAN: 5.063 G_L1: 2.378 D_real: 0.027 D_fake: 0.062 +(epoch: 91, iters: 10660, time: 0.304, data: 0.020) G_GAN: 5.174 G_L1: 6.436 D_real: 0.001 D_fake: 0.101 +(epoch: 91, iters: 10760, time: 0.302, data: 0.018) G_GAN: 4.471 G_L1: 4.191 D_real: 0.054 D_fake: 0.131 +(epoch: 91, iters: 10860, time: 0.283, data: 0.020) G_GAN: 6.746 G_L1: 6.844 D_real: 0.027 D_fake: 0.012 +(epoch: 91, iters: 10960, time: 0.405, data: 0.015) G_GAN: 5.542 G_L1: 3.983 D_real: 0.065 D_fake: 0.021 +(epoch: 91, iters: 11060, time: 0.304, data: 0.018) G_GAN: 5.974 G_L1: 3.648 D_real: 0.127 D_fake: 0.011 +(epoch: 91, iters: 11160, time: 0.291, data: 0.019) G_GAN: 4.003 G_L1: 9.409 D_real: 0.044 D_fake: 0.124 +(epoch: 91, iters: 11260, time: 0.295, data: 0.018) G_GAN: 4.969 G_L1: 3.742 D_real: 0.258 D_fake: 0.034 +(epoch: 91, iters: 11360, time: 0.417, data: 0.020) G_GAN: 5.872 G_L1: 4.649 D_real: 0.023 D_fake: 0.067 +(epoch: 91, iters: 11460, time: 0.295, data: 0.022) G_GAN: 3.802 G_L1: 3.006 D_real: 0.011 D_fake: 0.049 +(epoch: 91, iters: 11560, time: 0.294, data: 0.020) G_GAN: 7.364 G_L1: 4.492 D_real: 0.021 D_fake: 0.003 +(epoch: 91, iters: 11660, time: 0.291, data: 0.018) G_GAN: 3.247 G_L1: 2.596 D_real: 0.171 D_fake: 0.101 +(epoch: 91, iters: 11760, time: 0.413, data: 0.019) G_GAN: 4.517 G_L1: 4.398 D_real: 0.212 D_fake: 0.057 +(epoch: 91, iters: 11860, time: 0.260, data: 0.019) G_GAN: 6.531 G_L1: 3.904 D_real: 0.092 D_fake: 0.017 +(epoch: 91, iters: 11960, time: 0.302, data: 0.015) G_GAN: 6.545 G_L1: 6.078 D_real: 0.001 D_fake: 0.006 +(epoch: 91, iters: 12060, time: 0.305, data: 0.019) G_GAN: 4.588 G_L1: 3.750 D_real: 0.018 D_fake: 0.047 +(epoch: 91, iters: 12160, time: 0.419, data: 0.019) G_GAN: 5.619 G_L1: 4.203 D_real: 0.032 D_fake: 0.026 +(epoch: 91, iters: 12260, time: 0.304, data: 0.018) G_GAN: 5.808 G_L1: 8.598 D_real: 0.094 D_fake: 0.258 +(epoch: 91, iters: 12360, time: 0.301, data: 0.019) G_GAN: 4.406 G_L1: 4.130 D_real: 0.785 D_fake: 0.006 +(epoch: 91, iters: 12460, time: 0.299, data: 0.021) G_GAN: 6.753 G_L1: 4.422 D_real: 0.008 D_fake: 0.004 +(epoch: 91, iters: 12560, time: 0.617, data: 0.020) G_GAN: 4.256 G_L1: 3.267 D_real: 0.012 D_fake: 0.102 +(epoch: 91, iters: 12660, time: 0.289, data: 0.019) G_GAN: 4.374 G_L1: 6.125 D_real: 0.290 D_fake: 0.022 +(epoch: 91, iters: 12760, time: 0.288, data: 0.017) G_GAN: 5.461 G_L1: 4.089 D_real: 0.021 D_fake: 0.018 +(epoch: 91, iters: 12860, time: 0.296, data: 0.018) G_GAN: 5.744 G_L1: 7.376 D_real: 0.009 D_fake: 0.032 +(epoch: 91, iters: 12960, time: 0.399, data: 0.018) G_GAN: 5.501 G_L1: 4.236 D_real: 0.022 D_fake: 0.106 +(epoch: 91, iters: 13060, time: 0.293, data: 0.020) G_GAN: 5.945 G_L1: 5.112 D_real: 0.079 D_fake: 0.059 +(epoch: 91, iters: 13160, time: 0.304, data: 0.019) G_GAN: 4.823 G_L1: 3.785 D_real: 0.052 D_fake: 0.018 +(epoch: 91, iters: 13260, time: 0.294, data: 0.018) G_GAN: 5.297 G_L1: 3.281 D_real: 0.001 D_fake: 0.054 +(epoch: 91, iters: 13360, time: 0.407, data: 0.019) G_GAN: 7.055 G_L1: 6.054 D_real: 0.082 D_fake: 0.030 +(epoch: 91, iters: 13460, time: 0.298, data: 0.020) G_GAN: 5.472 G_L1: 3.936 D_real: 0.021 D_fake: 0.050 +(epoch: 91, iters: 13560, time: 0.302, data: 0.019) G_GAN: 8.087 G_L1: 4.687 D_real: 0.009 D_fake: 0.003 +(epoch: 91, iters: 13660, time: 0.266, data: 0.020) G_GAN: 5.962 G_L1: 4.716 D_real: 0.001 D_fake: 0.051 +(epoch: 91, iters: 13760, time: 0.400, data: 0.017) G_GAN: 5.067 G_L1: 3.839 D_real: 0.000 D_fake: 0.074 +(epoch: 91, iters: 13860, time: 0.289, data: 0.016) G_GAN: 4.832 G_L1: 4.383 D_real: 0.004 D_fake: 0.148 +(epoch: 91, iters: 13960, time: 0.283, data: 0.018) G_GAN: 6.558 G_L1: 4.288 D_real: 0.048 D_fake: 0.040 +(epoch: 91, iters: 14060, time: 0.271, data: 0.017) G_GAN: 5.828 G_L1: 4.574 D_real: 0.006 D_fake: 0.040 +(epoch: 91, iters: 14160, time: 0.398, data: 0.016) G_GAN: 8.235 G_L1: 4.615 D_real: 0.050 D_fake: 0.004 +(epoch: 91, iters: 14260, time: 0.288, data: 0.016) G_GAN: 5.831 G_L1: 4.420 D_real: 0.008 D_fake: 0.018 +(epoch: 91, iters: 14360, time: 0.292, data: 0.017) G_GAN: 5.479 G_L1: 4.746 D_real: 0.007 D_fake: 0.021 +(epoch: 91, iters: 14460, time: 0.287, data: 0.019) G_GAN: 5.961 G_L1: 3.560 D_real: 0.021 D_fake: 0.012 +(epoch: 91, iters: 14560, time: 0.611, data: 0.017) G_GAN: 5.815 G_L1: 5.414 D_real: 0.003 D_fake: 0.078 +(epoch: 91, iters: 14660, time: 0.295, data: 0.016) G_GAN: 5.790 G_L1: 3.257 D_real: 0.816 D_fake: 0.004 +(epoch: 91, iters: 14760, time: 0.300, data: 0.018) G_GAN: 6.310 G_L1: 8.315 D_real: 0.105 D_fake: 0.008 +(epoch: 91, iters: 14860, time: 0.296, data: 0.017) G_GAN: 6.945 G_L1: 4.255 D_real: 0.019 D_fake: 0.007 +(epoch: 91, iters: 14960, time: 0.414, data: 0.020) G_GAN: 4.956 G_L1: 3.674 D_real: 0.008 D_fake: 0.043 +(epoch: 91, iters: 15060, time: 0.286, data: 0.017) G_GAN: 5.782 G_L1: 1.933 D_real: 0.010 D_fake: 0.008 +(epoch: 91, iters: 15160, time: 0.295, data: 0.018) G_GAN: 4.587 G_L1: 3.762 D_real: 0.017 D_fake: 0.048 +(epoch: 91, iters: 15260, time: 0.292, data: 0.018) G_GAN: 8.396 G_L1: 2.919 D_real: 0.000 D_fake: 0.002 +(epoch: 91, iters: 15360, time: 0.428, data: 0.019) G_GAN: 4.894 G_L1: 6.602 D_real: 0.023 D_fake: 0.068 +(epoch: 91, iters: 15460, time: 0.298, data: 0.019) G_GAN: 6.643 G_L1: 3.458 D_real: 0.019 D_fake: 0.026 +(epoch: 91, iters: 15560, time: 0.293, data: 0.019) G_GAN: 6.646 G_L1: 7.774 D_real: 0.001 D_fake: 0.009 +(epoch: 91, iters: 15660, time: 0.286, data: 0.018) G_GAN: 8.283 G_L1: 5.940 D_real: 0.206 D_fake: 0.012 +(epoch: 91, iters: 15760, time: 0.407, data: 0.016) G_GAN: 9.922 G_L1: 9.320 D_real: 0.007 D_fake: 0.003 +(epoch: 91, iters: 15860, time: 0.285, data: 0.019) G_GAN: 8.853 G_L1: 3.661 D_real: 0.003 D_fake: 0.002 +(epoch: 91, iters: 15960, time: 0.288, data: 0.017) G_GAN: 6.893 G_L1: 4.585 D_real: 0.000 D_fake: 0.004 +(epoch: 91, iters: 16060, time: 0.287, data: 0.017) G_GAN: 8.932 G_L1: 5.642 D_real: 0.000 D_fake: 0.005 +(epoch: 91, iters: 16160, time: 0.396, data: 0.018) G_GAN: 6.266 G_L1: 8.053 D_real: 0.000 D_fake: 0.051 +(epoch: 91, iters: 16260, time: 0.281, data: 0.019) G_GAN: 4.314 G_L1: 3.593 D_real: 0.116 D_fake: 0.075 +(epoch: 91, iters: 16360, time: 0.295, data: 0.019) G_GAN: 7.838 G_L1: 3.785 D_real: 0.025 D_fake: 0.003 +(epoch: 91, iters: 16460, time: 0.296, data: 0.018) G_GAN: 7.943 G_L1: 6.945 D_real: 0.004 D_fake: 0.021 +(epoch: 91, iters: 16560, time: 0.615, data: 0.018) G_GAN: 9.093 G_L1: 8.760 D_real: 0.203 D_fake: 0.006 +(epoch: 91, iters: 16660, time: 0.288, data: 0.016) G_GAN: 4.960 G_L1: 4.075 D_real: 0.004 D_fake: 0.090 +(epoch: 91, iters: 16760, time: 0.287, data: 0.017) G_GAN: 4.935 G_L1: 4.535 D_real: 0.003 D_fake: 0.220 +(epoch: 91, iters: 16860, time: 0.290, data: 0.018) G_GAN: 4.638 G_L1: 3.257 D_real: 0.010 D_fake: 0.053 +(epoch: 91, iters: 16960, time: 0.428, data: 0.017) G_GAN: 7.226 G_L1: 8.767 D_real: 0.011 D_fake: 0.004 +(epoch: 91, iters: 17060, time: 0.295, data: 0.020) G_GAN: 4.963 G_L1: 5.732 D_real: 0.005 D_fake: 0.118 +(epoch: 91, iters: 17160, time: 0.280, data: 0.020) G_GAN: 6.270 G_L1: 6.604 D_real: 0.000 D_fake: 0.028 +(epoch: 91, iters: 17260, time: 0.288, data: 0.017) G_GAN: 5.347 G_L1: 3.771 D_real: 0.016 D_fake: 0.106 +(epoch: 91, iters: 17360, time: 0.371, data: 0.018) G_GAN: 3.731 G_L1: 4.473 D_real: 0.049 D_fake: 0.100 +(epoch: 91, iters: 17460, time: 0.301, data: 0.018) G_GAN: 5.130 G_L1: 4.960 D_real: 0.056 D_fake: 0.020 +(epoch: 91, iters: 17560, time: 0.289, data: 0.018) G_GAN: 5.293 G_L1: 3.259 D_real: 0.279 D_fake: 0.049 +(epoch: 91, iters: 17660, time: 0.283, data: 0.016) G_GAN: 4.144 G_L1: 4.371 D_real: 0.002 D_fake: 0.096 +(epoch: 91, iters: 17760, time: 0.391, data: 0.016) G_GAN: 5.410 G_L1: 2.991 D_real: 0.015 D_fake: 0.039 +(epoch: 91, iters: 17860, time: 0.293, data: 0.016) G_GAN: 5.695 G_L1: 3.300 D_real: 0.005 D_fake: 0.125 +(epoch: 91, iters: 17960, time: 0.296, data: 0.019) G_GAN: 5.243 G_L1: 3.239 D_real: 0.374 D_fake: 0.016 +(epoch: 91, iters: 18060, time: 0.290, data: 0.017) G_GAN: 6.876 G_L1: 3.832 D_real: 0.001 D_fake: 0.011 +(epoch: 91, iters: 18160, time: 0.397, data: 0.019) G_GAN: 5.299 G_L1: 4.568 D_real: 0.068 D_fake: 0.053 +(epoch: 91, iters: 18260, time: 0.266, data: 0.016) G_GAN: 3.450 G_L1: 3.201 D_real: 0.205 D_fake: 0.141 +(epoch: 91, iters: 18360, time: 0.295, data: 0.016) G_GAN: 3.492 G_L1: 2.918 D_real: 0.001 D_fake: 0.488 +(epoch: 91, iters: 18460, time: 0.275, data: 0.018) G_GAN: 4.688 G_L1: 4.903 D_real: 0.009 D_fake: 0.102 +(epoch: 91, iters: 18560, time: 0.625, data: 0.017) G_GAN: 5.710 G_L1: 6.261 D_real: 0.072 D_fake: 0.018 +(epoch: 91, iters: 18660, time: 0.288, data: 0.020) G_GAN: 4.225 G_L1: 4.136 D_real: 0.004 D_fake: 0.083 +(epoch: 91, iters: 18760, time: 0.292, data: 0.020) G_GAN: 5.221 G_L1: 4.034 D_real: 0.647 D_fake: 0.010 +(epoch: 91, iters: 18860, time: 0.286, data: 0.020) G_GAN: 4.256 G_L1: 3.088 D_real: 0.009 D_fake: 0.103 +(epoch: 91, iters: 18960, time: 0.410, data: 0.018) G_GAN: 4.768 G_L1: 3.486 D_real: 0.077 D_fake: 0.048 +(epoch: 91, iters: 19060, time: 0.291, data: 0.019) G_GAN: 5.023 G_L1: 3.763 D_real: 0.210 D_fake: 0.022 +(epoch: 91, iters: 19160, time: 0.289, data: 0.018) G_GAN: 5.695 G_L1: 3.389 D_real: 0.073 D_fake: 0.030 +(epoch: 91, iters: 19260, time: 0.281, data: 0.019) G_GAN: 5.292 G_L1: 5.895 D_real: 0.012 D_fake: 0.038 +(epoch: 91, iters: 19360, time: 0.371, data: 0.016) G_GAN: 5.521 G_L1: 4.262 D_real: 0.043 D_fake: 0.017 +(epoch: 91, iters: 19460, time: 0.290, data: 0.020) G_GAN: 7.186 G_L1: 6.514 D_real: 0.264 D_fake: 0.002 +(epoch: 91, iters: 19560, time: 0.287, data: 0.017) G_GAN: 7.963 G_L1: 4.907 D_real: 0.143 D_fake: 0.003 +(epoch: 91, iters: 19660, time: 0.287, data: 0.019) G_GAN: 4.698 G_L1: 3.081 D_real: 0.282 D_fake: 0.045 +(epoch: 91, iters: 19760, time: 0.389, data: 0.017) G_GAN: 5.318 G_L1: 4.581 D_real: 0.000 D_fake: 0.194 +(epoch: 91, iters: 19860, time: 0.291, data: 0.023) G_GAN: 4.937 G_L1: 5.616 D_real: 0.036 D_fake: 0.030 +(epoch: 91, iters: 19960, time: 0.294, data: 0.018) G_GAN: 4.699 G_L1: 3.900 D_real: 0.072 D_fake: 0.072 +(epoch: 91, iters: 20060, time: 0.295, data: 0.019) G_GAN: 4.094 G_L1: 4.343 D_real: 0.003 D_fake: 0.055 +(epoch: 91, iters: 20160, time: 0.406, data: 0.017) G_GAN: 6.486 G_L1: 4.648 D_real: 0.027 D_fake: 0.039 +(epoch: 91, iters: 20260, time: 0.294, data: 0.018) G_GAN: 4.619 G_L1: 5.614 D_real: 0.055 D_fake: 0.109 +(epoch: 91, iters: 20360, time: 0.289, data: 0.017) G_GAN: 6.192 G_L1: 4.623 D_real: 0.096 D_fake: 0.015 +(epoch: 91, iters: 20460, time: 0.289, data: 0.018) G_GAN: 5.830 G_L1: 4.219 D_real: 0.048 D_fake: 0.011 +(epoch: 91, iters: 20560, time: 0.621, data: 0.018) G_GAN: 4.919 G_L1: 3.617 D_real: 0.008 D_fake: 0.035 +(epoch: 91, iters: 20660, time: 0.293, data: 0.018) G_GAN: 6.477 G_L1: 3.779 D_real: 0.003 D_fake: 0.008 +(epoch: 91, iters: 20760, time: 0.280, data: 0.020) G_GAN: 4.940 G_L1: 3.459 D_real: 0.256 D_fake: 0.030 +(epoch: 91, iters: 20860, time: 0.283, data: 0.017) G_GAN: 6.545 G_L1: 4.220 D_real: 0.013 D_fake: 0.010 +(epoch: 91, iters: 20960, time: 0.414, data: 0.017) G_GAN: 6.179 G_L1: 4.556 D_real: 0.005 D_fake: 0.013 +(epoch: 91, iters: 21060, time: 0.293, data: 0.017) G_GAN: 3.577 G_L1: 3.311 D_real: 0.015 D_fake: 0.202 +(epoch: 91, iters: 21160, time: 0.294, data: 0.020) G_GAN: 4.459 G_L1: 3.414 D_real: 0.039 D_fake: 0.055 +(epoch: 91, iters: 21260, time: 0.298, data: 0.019) G_GAN: 5.076 G_L1: 3.848 D_real: 0.012 D_fake: 0.049 +(epoch: 91, iters: 21360, time: 0.408, data: 0.019) G_GAN: 5.788 G_L1: 4.065 D_real: 0.161 D_fake: 0.044 +(epoch: 91, iters: 21460, time: 0.299, data: 0.016) G_GAN: 6.891 G_L1: 3.594 D_real: 0.009 D_fake: 0.008 +(epoch: 91, iters: 21560, time: 0.280, data: 0.019) G_GAN: 4.113 G_L1: 4.306 D_real: 0.002 D_fake: 0.120 +(epoch: 91, iters: 21660, time: 0.298, data: 0.016) G_GAN: 5.570 G_L1: 3.416 D_real: 0.005 D_fake: 0.029 +(epoch: 91, iters: 21760, time: 0.417, data: 0.019) G_GAN: 4.297 G_L1: 10.781 D_real: 0.000 D_fake: 0.087 +(epoch: 91, iters: 21860, time: 0.289, data: 0.019) G_GAN: 5.656 G_L1: 3.296 D_real: 0.057 D_fake: 0.047 +(epoch: 91, iters: 21960, time: 0.289, data: 0.020) G_GAN: 5.543 G_L1: 3.670 D_real: 0.088 D_fake: 0.022 +(epoch: 91, iters: 22060, time: 0.296, data: 0.017) G_GAN: 6.672 G_L1: 4.149 D_real: 0.014 D_fake: 0.084 +(epoch: 91, iters: 22160, time: 0.416, data: 0.020) G_GAN: 5.028 G_L1: 3.868 D_real: 0.033 D_fake: 0.138 +(epoch: 91, iters: 22260, time: 0.294, data: 0.018) G_GAN: 6.701 G_L1: 5.750 D_real: 0.000 D_fake: 0.013 +(epoch: 91, iters: 22360, time: 0.299, data: 0.026) G_GAN: 4.776 G_L1: 5.228 D_real: 0.003 D_fake: 0.036 +(epoch: 91, iters: 22460, time: 0.273, data: 0.020) G_GAN: 4.196 G_L1: 3.873 D_real: 0.072 D_fake: 0.044 +(epoch: 91, iters: 22560, time: 0.582, data: 0.016) G_GAN: 2.530 G_L1: 2.232 D_real: 0.335 D_fake: 0.090 +(epoch: 91, iters: 22660, time: 0.281, data: 0.020) G_GAN: 5.261 G_L1: 3.297 D_real: 0.016 D_fake: 0.135 +(epoch: 91, iters: 22760, time: 0.288, data: 0.017) G_GAN: 5.588 G_L1: 4.696 D_real: 0.001 D_fake: 0.042 +(epoch: 91, iters: 22860, time: 0.290, data: 0.018) G_GAN: 5.120 G_L1: 3.702 D_real: 0.019 D_fake: 0.017 +(epoch: 91, iters: 22960, time: 0.408, data: 0.017) G_GAN: 3.679 G_L1: 3.694 D_real: 0.111 D_fake: 0.040 +(epoch: 91, iters: 23060, time: 0.281, data: 0.018) G_GAN: 6.317 G_L1: 3.705 D_real: 0.038 D_fake: 0.006 +(epoch: 91, iters: 23160, time: 0.292, data: 0.018) G_GAN: 4.974 G_L1: 3.729 D_real: 0.131 D_fake: 0.016 +(epoch: 91, iters: 23260, time: 0.287, data: 0.020) G_GAN: 4.349 G_L1: 4.194 D_real: 0.121 D_fake: 0.040 +(epoch: 91, iters: 23360, time: 0.411, data: 0.019) G_GAN: 4.829 G_L1: 3.541 D_real: 0.036 D_fake: 0.101 +(epoch: 91, iters: 23460, time: 0.290, data: 0.019) G_GAN: 4.242 G_L1: 3.002 D_real: 0.004 D_fake: 0.123 +(epoch: 91, iters: 23560, time: 0.297, data: 0.019) G_GAN: 5.675 G_L1: 3.963 D_real: 0.043 D_fake: 0.041 +(epoch: 91, iters: 23660, time: 0.296, data: 0.020) G_GAN: 3.535 G_L1: 3.371 D_real: 0.113 D_fake: 0.111 +(epoch: 91, iters: 23760, time: 0.416, data: 0.019) G_GAN: 5.202 G_L1: 5.209 D_real: 0.090 D_fake: 0.018 +(epoch: 91, iters: 23860, time: 0.301, data: 0.021) G_GAN: 4.699 G_L1: 3.655 D_real: 0.016 D_fake: 0.060 +(epoch: 91, iters: 23960, time: 0.288, data: 0.019) G_GAN: 5.235 G_L1: 4.404 D_real: 0.065 D_fake: 0.117 +(epoch: 91, iters: 24060, time: 0.300, data: 0.020) G_GAN: 4.340 G_L1: 3.359 D_real: 0.234 D_fake: 0.078 +(epoch: 91, iters: 24160, time: 0.389, data: 0.020) G_GAN: 6.806 G_L1: 3.673 D_real: 0.029 D_fake: 0.041 +(epoch: 91, iters: 24260, time: 0.297, data: 0.018) G_GAN: 4.318 G_L1: 3.355 D_real: 0.093 D_fake: 0.041 +(epoch: 91, iters: 24360, time: 0.296, data: 0.019) G_GAN: 6.109 G_L1: 4.102 D_real: 0.015 D_fake: 0.019 +(epoch: 91, iters: 24460, time: 0.297, data: 0.018) G_GAN: 5.552 G_L1: 4.186 D_real: 0.001 D_fake: 0.066 +(epoch: 91, iters: 24560, time: 0.630, data: 0.019) G_GAN: 4.616 G_L1: 4.626 D_real: 0.146 D_fake: 0.029 +(epoch: 91, iters: 24660, time: 0.294, data: 0.022) G_GAN: 5.202 G_L1: 5.444 D_real: 0.032 D_fake: 0.022 +(epoch: 91, iters: 24760, time: 0.296, data: 0.019) G_GAN: 5.403 G_L1: 3.898 D_real: 0.133 D_fake: 0.041 +(epoch: 91, iters: 24860, time: 0.283, data: 0.019) G_GAN: 4.515 G_L1: 3.790 D_real: 0.004 D_fake: 0.068 +(epoch: 91, iters: 24960, time: 0.412, data: 0.018) G_GAN: 4.805 G_L1: 3.900 D_real: 0.002 D_fake: 0.211 +(epoch: 91, iters: 25060, time: 0.296, data: 0.020) G_GAN: 5.021 G_L1: 4.146 D_real: 0.265 D_fake: 0.214 +(epoch: 91, iters: 25160, time: 0.295, data: 0.019) G_GAN: 4.615 G_L1: 3.655 D_real: 0.052 D_fake: 0.046 +(epoch: 91, iters: 25260, time: 0.297, data: 0.020) G_GAN: 4.776 G_L1: 3.417 D_real: 0.008 D_fake: 0.078 +(epoch: 91, iters: 25360, time: 0.383, data: 0.020) G_GAN: 3.763 G_L1: 3.550 D_real: 0.086 D_fake: 0.185 +(epoch: 91, iters: 25460, time: 0.304, data: 0.020) G_GAN: 4.383 G_L1: 2.358 D_real: 0.146 D_fake: 0.038 +(epoch: 91, iters: 25560, time: 0.296, data: 0.021) G_GAN: 6.933 G_L1: 3.931 D_real: 0.022 D_fake: 0.004 +(epoch: 91, iters: 25660, time: 0.296, data: 0.019) G_GAN: 7.547 G_L1: 4.348 D_real: 0.000 D_fake: 0.009 +(epoch: 91, iters: 25760, time: 0.412, data: 0.019) G_GAN: 5.440 G_L1: 4.085 D_real: 0.036 D_fake: 0.056 +(epoch: 91, iters: 25860, time: 0.301, data: 0.019) G_GAN: 4.816 G_L1: 4.270 D_real: 0.091 D_fake: 0.177 +(epoch: 91, iters: 25960, time: 0.301, data: 0.020) G_GAN: 4.052 G_L1: 2.801 D_real: 0.023 D_fake: 0.171 +(epoch: 91, iters: 26060, time: 0.298, data: 0.020) G_GAN: 5.676 G_L1: 4.113 D_real: 0.212 D_fake: 0.007 +(epoch: 91, iters: 26160, time: 0.416, data: 0.020) G_GAN: 5.765 G_L1: 4.361 D_real: 0.013 D_fake: 0.020 +(epoch: 91, iters: 26260, time: 0.303, data: 0.020) G_GAN: 5.865 G_L1: 4.532 D_real: 0.140 D_fake: 0.047 +(epoch: 91, iters: 26360, time: 0.302, data: 0.020) G_GAN: 6.115 G_L1: 2.684 D_real: 0.454 D_fake: 0.005 +(epoch: 91, iters: 26460, time: 0.292, data: 0.021) G_GAN: 3.253 G_L1: 2.662 D_real: 0.298 D_fake: 0.154 +(epoch: 91, iters: 26560, time: 0.618, data: 0.023) G_GAN: 4.375 G_L1: 3.256 D_real: 0.003 D_fake: 0.101 +(epoch: 91, iters: 26660, time: 0.307, data: 0.019) G_GAN: 4.828 G_L1: 2.615 D_real: 0.014 D_fake: 0.044 +(epoch: 91, iters: 26760, time: 0.295, data: 0.019) G_GAN: 4.220 G_L1: 4.006 D_real: 0.081 D_fake: 0.041 +(epoch: 91, iters: 26860, time: 0.297, data: 0.019) G_GAN: 3.009 G_L1: 3.548 D_real: 0.022 D_fake: 0.451 +(epoch: 91, iters: 26960, time: 0.407, data: 0.021) G_GAN: 4.450 G_L1: 3.813 D_real: 0.048 D_fake: 0.025 +(epoch: 91, iters: 27060, time: 0.303, data: 0.019) G_GAN: 6.678 G_L1: 3.993 D_real: 0.008 D_fake: 0.042 +(epoch: 91, iters: 27160, time: 0.300, data: 0.021) G_GAN: 4.645 G_L1: 3.420 D_real: 0.100 D_fake: 0.024 +(epoch: 91, iters: 27260, time: 0.303, data: 0.021) G_GAN: 4.037 G_L1: 4.325 D_real: 0.136 D_fake: 0.174 +(epoch: 91, iters: 27360, time: 0.404, data: 0.020) G_GAN: 4.964 G_L1: 3.280 D_real: 0.236 D_fake: 0.017 +(epoch: 91, iters: 27460, time: 0.304, data: 0.020) G_GAN: 6.350 G_L1: 4.199 D_real: 0.004 D_fake: 0.085 +(epoch: 91, iters: 27560, time: 0.303, data: 0.020) G_GAN: 5.742 G_L1: 5.402 D_real: 0.002 D_fake: 0.553 +(epoch: 91, iters: 27660, time: 0.301, data: 0.020) G_GAN: 5.186 G_L1: 3.942 D_real: 0.621 D_fake: 0.008 +(epoch: 91, iters: 27760, time: 0.420, data: 0.020) G_GAN: 4.461 G_L1: 5.057 D_real: 0.127 D_fake: 0.038 +(epoch: 91, iters: 27860, time: 0.296, data: 0.021) G_GAN: 4.030 G_L1: 3.059 D_real: 0.065 D_fake: 0.087 +(epoch: 91, iters: 27960, time: 0.297, data: 0.021) G_GAN: 5.153 G_L1: 4.528 D_real: 0.028 D_fake: 0.019 +(epoch: 91, iters: 28060, time: 0.306, data: 0.020) G_GAN: 4.421 G_L1: 3.647 D_real: 0.004 D_fake: 0.052 +(epoch: 91, iters: 28160, time: 0.416, data: 0.020) G_GAN: 5.088 G_L1: 4.189 D_real: 0.140 D_fake: 0.048 +(epoch: 91, iters: 28260, time: 0.305, data: 0.020) G_GAN: 6.522 G_L1: 5.839 D_real: 0.038 D_fake: 0.013 +(epoch: 91, iters: 28360, time: 0.300, data: 0.020) G_GAN: 5.816 G_L1: 3.463 D_real: 0.005 D_fake: 0.014 +(epoch: 91, iters: 28460, time: 0.307, data: 0.021) G_GAN: 4.830 G_L1: 3.050 D_real: 0.004 D_fake: 0.044 +(epoch: 91, iters: 28560, time: 0.636, data: 0.021) G_GAN: 6.643 G_L1: 5.259 D_real: 0.007 D_fake: 0.006 +(epoch: 91, iters: 28660, time: 0.302, data: 0.020) G_GAN: 5.148 G_L1: 7.277 D_real: 0.000 D_fake: 0.037 +(epoch: 91, iters: 28760, time: 0.292, data: 0.022) G_GAN: 3.570 G_L1: 3.297 D_real: 0.375 D_fake: 0.101 +(epoch: 91, iters: 28860, time: 0.292, data: 0.018) G_GAN: 7.519 G_L1: 3.827 D_real: 0.043 D_fake: 0.008 +(epoch: 91, iters: 28960, time: 0.404, data: 0.021) G_GAN: 3.722 G_L1: 3.392 D_real: 0.228 D_fake: 0.110 +(epoch: 91, iters: 29060, time: 0.300, data: 0.020) G_GAN: 4.512 G_L1: 6.314 D_real: 0.094 D_fake: 0.219 +(epoch: 91, iters: 29160, time: 0.297, data: 0.020) G_GAN: 4.786 G_L1: 3.893 D_real: 0.084 D_fake: 0.024 +(epoch: 91, iters: 29260, time: 0.290, data: 0.019) G_GAN: 5.660 G_L1: 5.202 D_real: 0.070 D_fake: 0.082 +(epoch: 91, iters: 29360, time: 0.418, data: 0.019) G_GAN: 4.286 G_L1: 4.014 D_real: 0.065 D_fake: 0.032 +(epoch: 91, iters: 29460, time: 0.299, data: 0.020) G_GAN: 4.743 G_L1: 3.216 D_real: 0.024 D_fake: 0.149 +(epoch: 91, iters: 29560, time: 0.302, data: 0.018) G_GAN: 6.716 G_L1: 4.882 D_real: 0.008 D_fake: 0.009 +(epoch: 91, iters: 29660, time: 0.300, data: 0.020) G_GAN: 5.605 G_L1: 7.919 D_real: 0.062 D_fake: 0.058 +(epoch: 91, iters: 29760, time: 0.406, data: 0.020) G_GAN: 4.330 G_L1: 4.502 D_real: 0.593 D_fake: 0.023 +(epoch: 91, iters: 29860, time: 0.302, data: 0.018) G_GAN: 6.252 G_L1: 5.465 D_real: 0.000 D_fake: 0.017 +(epoch: 91, iters: 29960, time: 0.297, data: 0.020) G_GAN: 5.762 G_L1: 5.114 D_real: 0.031 D_fake: 0.010 +(epoch: 91, iters: 30060, time: 0.305, data: 0.019) G_GAN: 4.765 G_L1: 3.354 D_real: 0.366 D_fake: 0.014 +(epoch: 91, iters: 30160, time: 0.414, data: 0.019) G_GAN: 6.150 G_L1: 4.276 D_real: 0.004 D_fake: 0.006 +(epoch: 91, iters: 30260, time: 0.301, data: 0.019) G_GAN: 4.742 G_L1: 3.677 D_real: 0.039 D_fake: 0.094 +(epoch: 91, iters: 30360, time: 0.302, data: 0.019) G_GAN: 7.137 G_L1: 7.483 D_real: 0.038 D_fake: 0.008 +(epoch: 91, iters: 30460, time: 0.308, data: 0.021) G_GAN: 4.428 G_L1: 3.682 D_real: 0.011 D_fake: 0.072 +(epoch: 91, iters: 30560, time: 0.610, data: 0.022) G_GAN: 4.198 G_L1: 2.771 D_real: 0.121 D_fake: 0.043 +(epoch: 91, iters: 30660, time: 0.294, data: 0.018) G_GAN: 3.504 G_L1: 7.056 D_real: 0.009 D_fake: 0.063 +(epoch: 91, iters: 30760, time: 0.299, data: 0.019) G_GAN: 6.005 G_L1: 4.697 D_real: 0.205 D_fake: 0.014 +(epoch: 91, iters: 30860, time: 0.303, data: 0.019) G_GAN: 3.959 G_L1: 4.783 D_real: 0.037 D_fake: 0.135 +(epoch: 91, iters: 30960, time: 0.416, data: 0.020) G_GAN: 4.629 G_L1: 3.554 D_real: 0.227 D_fake: 0.035 +(epoch: 91, iters: 31060, time: 0.302, data: 0.023) G_GAN: 3.548 G_L1: 3.336 D_real: 0.034 D_fake: 0.244 +(epoch: 91, iters: 31160, time: 0.302, data: 0.020) G_GAN: 5.263 G_L1: 4.162 D_real: 0.024 D_fake: 0.370 +(epoch: 91, iters: 31260, time: 0.303, data: 0.021) G_GAN: 3.576 G_L1: 3.057 D_real: 0.091 D_fake: 0.054 +(epoch: 91, iters: 31360, time: 0.377, data: 0.021) G_GAN: 4.917 G_L1: 3.296 D_real: 0.250 D_fake: 0.173 +(epoch: 91, iters: 31460, time: 0.293, data: 0.018) G_GAN: 5.527 G_L1: 4.689 D_real: 0.008 D_fake: 0.107 +(epoch: 91, iters: 31560, time: 0.294, data: 0.018) G_GAN: 6.736 G_L1: 5.332 D_real: 0.020 D_fake: 0.007 +(epoch: 91, iters: 31660, time: 0.286, data: 0.019) G_GAN: 4.220 G_L1: 2.191 D_real: 0.747 D_fake: 0.021 +(epoch: 91, iters: 31760, time: 0.424, data: 0.018) G_GAN: 4.327 G_L1: 4.871 D_real: 0.046 D_fake: 0.032 +(epoch: 91, iters: 31860, time: 0.301, data: 0.019) G_GAN: 6.460 G_L1: 5.110 D_real: 0.000 D_fake: 0.016 +(epoch: 91, iters: 31960, time: 0.302, data: 0.019) G_GAN: 4.781 G_L1: 4.187 D_real: 0.076 D_fake: 0.131 +(epoch: 91, iters: 32060, time: 0.305, data: 0.018) G_GAN: 5.016 G_L1: 3.056 D_real: 0.400 D_fake: 0.007 +(epoch: 91, iters: 32160, time: 0.424, data: 0.022) G_GAN: 4.300 G_L1: 4.996 D_real: 0.586 D_fake: 0.029 +(epoch: 91, iters: 32260, time: 0.302, data: 0.022) G_GAN: 5.211 G_L1: 5.018 D_real: 0.004 D_fake: 0.078 +(epoch: 91, iters: 32360, time: 0.295, data: 0.020) G_GAN: 5.036 G_L1: 3.417 D_real: 0.001 D_fake: 0.031 +(epoch: 91, iters: 32460, time: 0.300, data: 0.019) G_GAN: 3.586 G_L1: 4.206 D_real: 0.158 D_fake: 0.093 +(epoch: 91, iters: 32560, time: 0.634, data: 0.019) G_GAN: 4.132 G_L1: 4.340 D_real: 0.013 D_fake: 0.130 +(epoch: 91, iters: 32660, time: 0.301, data: 0.020) G_GAN: 4.266 G_L1: 4.142 D_real: 0.002 D_fake: 0.081 +(epoch: 91, iters: 32760, time: 0.298, data: 0.020) G_GAN: 4.234 G_L1: 3.648 D_real: 0.204 D_fake: 0.059 +(epoch: 91, iters: 32860, time: 0.292, data: 0.020) G_GAN: 3.863 G_L1: 3.264 D_real: 0.065 D_fake: 0.071 +(epoch: 91, iters: 32960, time: 0.418, data: 0.021) G_GAN: 4.038 G_L1: 3.860 D_real: 0.025 D_fake: 0.219 +(epoch: 91, iters: 33060, time: 0.306, data: 0.020) G_GAN: 2.856 G_L1: 2.432 D_real: 0.030 D_fake: 0.142 +(epoch: 91, iters: 33160, time: 0.303, data: 0.020) G_GAN: 4.606 G_L1: 2.540 D_real: 0.094 D_fake: 0.046 +(epoch: 91, iters: 33260, time: 0.292, data: 0.021) G_GAN: 4.338 G_L1: 3.044 D_real: 0.109 D_fake: 0.058 +(epoch: 91, iters: 33360, time: 0.381, data: 0.026) G_GAN: 6.218 G_L1: 3.380 D_real: 0.006 D_fake: 0.017 +(epoch: 91, iters: 33460, time: 0.306, data: 0.019) G_GAN: 5.298 G_L1: 5.385 D_real: 0.193 D_fake: 0.072 +(epoch: 91, iters: 33560, time: 0.303, data: 0.020) G_GAN: 3.623 G_L1: 5.718 D_real: 0.063 D_fake: 0.202 +(epoch: 91, iters: 33660, time: 0.298, data: 0.020) G_GAN: 4.771 G_L1: 4.055 D_real: 0.051 D_fake: 0.082 +(epoch: 91, iters: 33760, time: 0.420, data: 0.019) G_GAN: 5.330 G_L1: 4.545 D_real: 0.037 D_fake: 0.033 +(epoch: 91, iters: 33860, time: 0.295, data: 0.021) G_GAN: 3.362 G_L1: 3.980 D_real: 0.151 D_fake: 0.145 +(epoch: 91, iters: 33960, time: 0.300, data: 0.020) G_GAN: 5.368 G_L1: 4.501 D_real: 0.001 D_fake: 0.064 +(epoch: 91, iters: 34060, time: 0.299, data: 0.018) G_GAN: 4.363 G_L1: 2.436 D_real: 0.048 D_fake: 0.117 +(epoch: 91, iters: 34160, time: 0.416, data: 0.020) G_GAN: 3.645 G_L1: 4.486 D_real: 0.242 D_fake: 0.056 +(epoch: 91, iters: 34260, time: 0.274, data: 0.020) G_GAN: 3.791 G_L1: 4.435 D_real: 0.110 D_fake: 0.063 +(epoch: 91, iters: 34360, time: 0.292, data: 0.015) G_GAN: 4.470 G_L1: 8.004 D_real: 0.707 D_fake: 0.157 +(epoch: 91, iters: 34460, time: 0.305, data: 0.020) G_GAN: 4.128 G_L1: 3.789 D_real: 0.002 D_fake: 0.154 +(epoch: 91, iters: 34560, time: 0.611, data: 0.019) G_GAN: 3.911 G_L1: 2.959 D_real: 0.101 D_fake: 0.090 +(epoch: 91, iters: 34660, time: 0.283, data: 0.019) G_GAN: 5.259 G_L1: 3.970 D_real: 0.062 D_fake: 0.029 +(epoch: 91, iters: 34760, time: 0.302, data: 0.019) G_GAN: 5.961 G_L1: 6.041 D_real: 0.001 D_fake: 0.028 +(epoch: 91, iters: 34860, time: 0.293, data: 0.019) G_GAN: 4.373 G_L1: 4.052 D_real: 0.118 D_fake: 0.073 +(epoch: 91, iters: 34960, time: 0.403, data: 0.019) G_GAN: 4.565 G_L1: 4.327 D_real: 0.272 D_fake: 0.096 +(epoch: 91, iters: 35060, time: 0.300, data: 0.019) G_GAN: 4.107 G_L1: 3.964 D_real: 0.005 D_fake: 0.079 +(epoch: 91, iters: 35160, time: 0.298, data: 0.019) G_GAN: 4.838 G_L1: 4.531 D_real: 0.267 D_fake: 0.048 +(epoch: 91, iters: 35260, time: 0.296, data: 0.021) G_GAN: 4.864 G_L1: 2.917 D_real: 0.076 D_fake: 0.035 +(epoch: 91, iters: 35360, time: 0.396, data: 0.020) G_GAN: 4.574 G_L1: 3.081 D_real: 0.017 D_fake: 0.039 +(epoch: 91, iters: 35460, time: 0.301, data: 0.019) G_GAN: 3.033 G_L1: 2.749 D_real: 0.160 D_fake: 0.199 +(epoch: 91, iters: 35560, time: 0.301, data: 0.021) G_GAN: 3.860 G_L1: 3.001 D_real: 0.140 D_fake: 0.076 +(epoch: 91, iters: 35660, time: 0.297, data: 0.019) G_GAN: 3.967 G_L1: 3.123 D_real: 0.089 D_fake: 0.184 +(epoch: 91, iters: 35760, time: 0.415, data: 0.020) G_GAN: 3.251 G_L1: 3.531 D_real: 0.089 D_fake: 0.091 +(epoch: 91, iters: 35860, time: 0.299, data: 0.020) G_GAN: 5.327 G_L1: 3.609 D_real: 0.023 D_fake: 0.070 +(epoch: 91, iters: 35960, time: 0.287, data: 0.019) G_GAN: 3.284 G_L1: 3.417 D_real: 0.025 D_fake: 0.070 +(epoch: 91, iters: 36060, time: 0.286, data: 0.018) G_GAN: 7.295 G_L1: 5.526 D_real: 0.015 D_fake: 0.012 +(epoch: 91, iters: 36160, time: 0.409, data: 0.018) G_GAN: 3.297 G_L1: 2.684 D_real: 0.173 D_fake: 0.168 +(epoch: 91, iters: 36260, time: 0.291, data: 0.018) G_GAN: 5.171 G_L1: 4.218 D_real: 0.018 D_fake: 0.023 +(epoch: 91, iters: 36360, time: 0.304, data: 0.018) G_GAN: 4.917 G_L1: 5.181 D_real: 0.009 D_fake: 0.100 +(epoch: 91, iters: 36460, time: 0.300, data: 0.019) G_GAN: 3.626 G_L1: 3.925 D_real: 0.159 D_fake: 0.171 +(epoch: 91, iters: 36560, time: 0.648, data: 0.018) G_GAN: 4.161 G_L1: 3.877 D_real: 0.167 D_fake: 0.029 +(epoch: 91, iters: 36660, time: 0.292, data: 0.019) G_GAN: 5.300 G_L1: 5.219 D_real: 0.042 D_fake: 0.091 +(epoch: 91, iters: 36760, time: 0.292, data: 0.018) G_GAN: 5.783 G_L1: 4.320 D_real: 0.006 D_fake: 0.032 +(epoch: 91, iters: 36860, time: 0.304, data: 0.020) G_GAN: 3.637 G_L1: 3.712 D_real: 0.109 D_fake: 0.063 +(epoch: 91, iters: 36960, time: 0.416, data: 0.018) G_GAN: 5.536 G_L1: 4.028 D_real: 0.007 D_fake: 0.035 +(epoch: 91, iters: 37060, time: 0.296, data: 0.018) G_GAN: 5.292 G_L1: 6.380 D_real: 0.006 D_fake: 0.046 +(epoch: 91, iters: 37160, time: 0.297, data: 0.019) G_GAN: 4.195 G_L1: 3.809 D_real: 0.017 D_fake: 0.072 +(epoch: 91, iters: 37260, time: 0.282, data: 0.020) G_GAN: 4.153 G_L1: 3.879 D_real: 0.121 D_fake: 0.059 +(epoch: 91, iters: 37360, time: 0.419, data: 0.018) G_GAN: 3.777 G_L1: 4.899 D_real: 0.012 D_fake: 0.248 +(epoch: 91, iters: 37460, time: 0.293, data: 0.018) G_GAN: 5.304 G_L1: 4.766 D_real: 0.036 D_fake: 0.034 +(epoch: 91, iters: 37560, time: 0.281, data: 0.018) G_GAN: 4.285 G_L1: 2.879 D_real: 0.185 D_fake: 0.020 +(epoch: 91, iters: 37660, time: 0.290, data: 0.018) G_GAN: 4.270 G_L1: 4.410 D_real: 0.278 D_fake: 0.071 +(epoch: 91, iters: 37760, time: 0.416, data: 0.019) G_GAN: 5.337 G_L1: 4.579 D_real: 0.010 D_fake: 0.025 +(epoch: 91, iters: 37860, time: 0.298, data: 0.020) G_GAN: 5.113 G_L1: 4.267 D_real: 0.084 D_fake: 0.022 +(epoch: 91, iters: 37960, time: 0.306, data: 0.018) G_GAN: 4.691 G_L1: 4.626 D_real: 0.004 D_fake: 0.089 +(epoch: 91, iters: 38060, time: 0.297, data: 0.021) G_GAN: 4.872 G_L1: 3.954 D_real: 0.000 D_fake: 0.082 +(epoch: 91, iters: 38160, time: 0.410, data: 0.018) G_GAN: 3.237 G_L1: 3.024 D_real: 0.602 D_fake: 0.060 +(epoch: 91, iters: 38260, time: 0.296, data: 0.019) G_GAN: 3.781 G_L1: 3.558 D_real: 0.218 D_fake: 0.069 +(epoch: 91, iters: 38360, time: 0.293, data: 0.018) G_GAN: 6.038 G_L1: 4.452 D_real: 1.309 D_fake: 0.003 +(epoch: 91, iters: 38460, time: 0.298, data: 0.019) G_GAN: 4.370 G_L1: 3.164 D_real: 0.097 D_fake: 0.146 +(epoch: 91, iters: 38560, time: 0.615, data: 0.019) G_GAN: 3.513 G_L1: 2.882 D_real: 0.026 D_fake: 0.102 +(epoch: 91, iters: 38660, time: 0.294, data: 0.019) G_GAN: 4.180 G_L1: 3.240 D_real: 0.085 D_fake: 0.057 +(epoch: 91, iters: 38760, time: 0.304, data: 0.020) G_GAN: 4.548 G_L1: 3.694 D_real: 0.001 D_fake: 0.097 +(epoch: 91, iters: 38860, time: 0.298, data: 0.020) G_GAN: 4.343 G_L1: 3.646 D_real: 0.246 D_fake: 0.040 +(epoch: 91, iters: 38960, time: 0.414, data: 0.021) G_GAN: 3.058 G_L1: 4.366 D_real: 0.474 D_fake: 0.064 +(epoch: 91, iters: 39060, time: 0.308, data: 0.019) G_GAN: 5.289 G_L1: 2.858 D_real: 0.048 D_fake: 0.064 +(epoch: 91, iters: 39160, time: 0.303, data: 0.020) G_GAN: 4.145 G_L1: 3.699 D_real: 0.029 D_fake: 0.136 +(epoch: 91, iters: 39260, time: 0.295, data: 0.020) G_GAN: 7.025 G_L1: 3.876 D_real: 0.005 D_fake: 0.040 +(epoch: 91, iters: 39360, time: 0.394, data: 0.018) G_GAN: 4.691 G_L1: 4.263 D_real: 0.331 D_fake: 0.109 +(epoch: 91, iters: 39460, time: 0.303, data: 0.019) G_GAN: 5.056 G_L1: 4.412 D_real: 0.003 D_fake: 0.052 +(epoch: 91, iters: 39560, time: 0.305, data: 0.020) G_GAN: 5.111 G_L1: 3.899 D_real: 0.169 D_fake: 0.013 +(epoch: 91, iters: 39660, time: 0.296, data: 0.020) G_GAN: 5.988 G_L1: 4.303 D_real: 0.097 D_fake: 0.041 +(epoch: 91, iters: 39760, time: 0.381, data: 0.019) G_GAN: 3.814 G_L1: 3.869 D_real: 0.011 D_fake: 0.298 +(epoch: 91, iters: 39860, time: 0.301, data: 0.019) G_GAN: 4.224 G_L1: 3.463 D_real: 0.094 D_fake: 0.078 +(epoch: 91, iters: 39960, time: 0.302, data: 0.020) G_GAN: 5.425 G_L1: 2.649 D_real: 0.303 D_fake: 0.038 +(epoch: 91, iters: 40060, time: 0.303, data: 0.020) G_GAN: 5.416 G_L1: 3.169 D_real: 0.049 D_fake: 0.016 +(epoch: 91, iters: 40160, time: 0.374, data: 0.021) G_GAN: 3.591 G_L1: 3.224 D_real: 0.031 D_fake: 0.264 +(epoch: 91, iters: 40260, time: 0.304, data: 0.019) G_GAN: 5.440 G_L1: 5.115 D_real: 0.002 D_fake: 0.013 +(epoch: 91, iters: 40360, time: 0.285, data: 0.021) G_GAN: 4.841 G_L1: 3.175 D_real: 0.168 D_fake: 0.084 +(epoch: 91, iters: 40460, time: 0.307, data: 0.019) G_GAN: 4.962 G_L1: 4.489 D_real: 0.001 D_fake: 0.157 +(epoch: 91, iters: 40560, time: 0.597, data: 0.018) G_GAN: 5.808 G_L1: 3.010 D_real: 0.005 D_fake: 0.019 +(epoch: 91, iters: 40660, time: 0.304, data: 0.019) G_GAN: 7.276 G_L1: 4.005 D_real: 0.002 D_fake: 0.003 +(epoch: 91, iters: 40760, time: 0.302, data: 0.020) G_GAN: 4.204 G_L1: 2.757 D_real: 0.016 D_fake: 0.074 +(epoch: 91, iters: 40860, time: 0.303, data: 0.021) G_GAN: 4.586 G_L1: 2.810 D_real: 0.086 D_fake: 0.147 +(epoch: 91, iters: 40960, time: 0.424, data: 0.020) G_GAN: 4.754 G_L1: 3.663 D_real: 0.007 D_fake: 0.180 +(epoch: 91, iters: 41060, time: 0.305, data: 0.019) G_GAN: 5.887 G_L1: 3.382 D_real: 0.021 D_fake: 0.170 +(epoch: 91, iters: 41160, time: 0.304, data: 0.021) G_GAN: 6.490 G_L1: 3.831 D_real: 0.025 D_fake: 0.008 +(epoch: 91, iters: 41260, time: 0.294, data: 0.021) G_GAN: 3.467 G_L1: 3.490 D_real: 0.416 D_fake: 0.126 +(epoch: 91, iters: 41360, time: 0.407, data: 0.019) G_GAN: 6.886 G_L1: 5.676 D_real: 0.001 D_fake: 0.009 +(epoch: 91, iters: 41460, time: 0.296, data: 0.019) G_GAN: 4.889 G_L1: 3.207 D_real: 0.109 D_fake: 0.017 +(epoch: 91, iters: 41560, time: 0.296, data: 0.020) G_GAN: 4.213 G_L1: 4.236 D_real: 0.173 D_fake: 0.063 +(epoch: 91, iters: 41660, time: 0.304, data: 0.020) G_GAN: 8.093 G_L1: 5.462 D_real: 0.002 D_fake: 0.424 +(epoch: 91, iters: 41760, time: 0.416, data: 0.023) G_GAN: 5.878 G_L1: 5.553 D_real: 0.175 D_fake: 0.058 +(epoch: 91, iters: 41860, time: 0.307, data: 0.021) G_GAN: 7.940 G_L1: 4.775 D_real: 0.002 D_fake: 0.062 +(epoch: 91, iters: 41960, time: 0.300, data: 0.019) G_GAN: 4.806 G_L1: 2.462 D_real: 0.014 D_fake: 0.044 +(epoch: 91, iters: 42060, time: 0.301, data: 0.019) G_GAN: 5.338 G_L1: 5.381 D_real: 0.502 D_fake: 0.073 +(epoch: 91, iters: 42160, time: 0.404, data: 0.022) G_GAN: 6.384 G_L1: 3.823 D_real: 0.029 D_fake: 0.013 +(epoch: 91, iters: 42260, time: 0.302, data: 0.020) G_GAN: 5.958 G_L1: 3.393 D_real: 0.021 D_fake: 0.178 +(epoch: 91, iters: 42360, time: 0.301, data: 0.019) G_GAN: 6.317 G_L1: 3.790 D_real: 0.000 D_fake: 0.029 +(epoch: 91, iters: 42460, time: 0.295, data: 0.019) G_GAN: 7.347 G_L1: 3.685 D_real: 0.008 D_fake: 0.003 +(epoch: 91, iters: 42560, time: 0.608, data: 0.023) G_GAN: 5.797 G_L1: 4.554 D_real: 0.365 D_fake: 0.098 +(epoch: 91, iters: 42660, time: 0.303, data: 0.019) G_GAN: 5.727 G_L1: 4.278 D_real: 0.002 D_fake: 0.020 +(epoch: 91, iters: 42760, time: 0.301, data: 0.022) G_GAN: 6.105 G_L1: 3.674 D_real: 0.000 D_fake: 0.015 +(epoch: 91, iters: 42860, time: 0.302, data: 0.020) G_GAN: 5.727 G_L1: 6.322 D_real: 0.055 D_fake: 0.061 +(epoch: 91, iters: 42960, time: 0.414, data: 0.024) G_GAN: 6.435 G_L1: 4.729 D_real: 0.033 D_fake: 0.005 +(epoch: 91, iters: 43060, time: 0.301, data: 0.021) G_GAN: 7.606 G_L1: 5.347 D_real: 0.024 D_fake: 0.006 +(epoch: 91, iters: 43160, time: 0.301, data: 0.020) G_GAN: 5.160 G_L1: 5.703 D_real: 0.002 D_fake: 0.024 +(epoch: 91, iters: 43260, time: 0.304, data: 0.020) G_GAN: 6.647 G_L1: 5.219 D_real: 0.266 D_fake: 0.005 +(epoch: 91, iters: 43360, time: 0.416, data: 0.019) G_GAN: 9.134 G_L1: 6.434 D_real: 0.003 D_fake: 0.001 +(epoch: 91, iters: 43460, time: 0.303, data: 0.022) G_GAN: 6.961 G_L1: 4.460 D_real: 0.223 D_fake: 0.012 +(epoch: 91, iters: 43560, time: 0.302, data: 0.019) G_GAN: 7.423 G_L1: 6.110 D_real: 0.002 D_fake: 0.013 +(epoch: 91, iters: 43660, time: 0.288, data: 0.021) G_GAN: 7.349 G_L1: 4.056 D_real: 0.003 D_fake: 0.054 +(epoch: 91, iters: 43760, time: 0.405, data: 0.019) G_GAN: 9.068 G_L1: 3.186 D_real: 0.009 D_fake: 0.001 +(epoch: 91, iters: 43860, time: 0.295, data: 0.018) G_GAN: 5.080 G_L1: 6.583 D_real: 0.196 D_fake: 0.098 +(epoch: 91, iters: 43960, time: 0.269, data: 0.019) G_GAN: 5.828 G_L1: 4.713 D_real: 0.006 D_fake: 0.020 +(epoch: 91, iters: 44060, time: 0.290, data: 0.016) G_GAN: 8.511 G_L1: 4.738 D_real: 0.002 D_fake: 0.001 +(epoch: 91, iters: 44160, time: 0.404, data: 0.018) G_GAN: 6.446 G_L1: 5.755 D_real: 0.003 D_fake: 0.007 +(epoch: 91, iters: 44260, time: 0.287, data: 0.020) G_GAN: 7.041 G_L1: 4.306 D_real: 0.001 D_fake: 0.015 +(epoch: 91, iters: 44360, time: 0.286, data: 0.019) G_GAN: 7.044 G_L1: 3.520 D_real: 0.016 D_fake: 0.008 +(epoch: 91, iters: 44460, time: 0.286, data: 0.018) G_GAN: 6.669 G_L1: 4.845 D_real: 0.004 D_fake: 0.005 +(epoch: 91, iters: 44560, time: 0.629, data: 0.018) G_GAN: 5.674 G_L1: 4.017 D_real: 0.021 D_fake: 0.078 +(epoch: 91, iters: 44660, time: 0.290, data: 0.019) G_GAN: 7.503 G_L1: 3.684 D_real: 0.005 D_fake: 0.002 +(epoch: 91, iters: 44760, time: 0.294, data: 0.017) G_GAN: 6.953 G_L1: 5.732 D_real: 0.087 D_fake: 0.004 +(epoch: 91, iters: 44860, time: 0.300, data: 0.019) G_GAN: 4.743 G_L1: 3.707 D_real: 0.092 D_fake: 0.027 +(epoch: 91, iters: 44960, time: 0.374, data: 0.019) G_GAN: 4.588 G_L1: 3.224 D_real: 0.008 D_fake: 0.072 +(epoch: 91, iters: 45060, time: 0.277, data: 0.019) G_GAN: 4.372 G_L1: 4.168 D_real: 0.016 D_fake: 0.055 +(epoch: 91, iters: 45160, time: 0.286, data: 0.019) G_GAN: 6.119 G_L1: 3.861 D_real: 0.077 D_fake: 0.014 +(epoch: 91, iters: 45260, time: 0.304, data: 0.017) G_GAN: 4.633 G_L1: 4.404 D_real: 0.004 D_fake: 0.048 +(epoch: 91, iters: 45360, time: 0.416, data: 0.019) G_GAN: 5.871 G_L1: 4.525 D_real: 0.318 D_fake: 0.012 +(epoch: 91, iters: 45460, time: 0.292, data: 0.019) G_GAN: 4.883 G_L1: 3.507 D_real: 0.292 D_fake: 0.016 +(epoch: 91, iters: 45560, time: 0.293, data: 0.018) G_GAN: 6.081 G_L1: 4.543 D_real: 0.062 D_fake: 0.009 +(epoch: 91, iters: 45660, time: 0.307, data: 0.017) G_GAN: 6.460 G_L1: 3.789 D_real: 0.041 D_fake: 0.007 +(epoch: 91, iters: 45760, time: 0.414, data: 0.019) G_GAN: 4.619 G_L1: 3.946 D_real: 0.273 D_fake: 0.022 +(epoch: 91, iters: 45860, time: 0.300, data: 0.018) G_GAN: 5.314 G_L1: 4.181 D_real: 0.004 D_fake: 0.017 +(epoch: 91, iters: 45960, time: 0.298, data: 0.020) G_GAN: 4.826 G_L1: 3.214 D_real: 0.013 D_fake: 0.028 +(epoch: 91, iters: 46060, time: 0.298, data: 0.018) G_GAN: 4.253 G_L1: 3.788 D_real: 0.122 D_fake: 0.035 +(epoch: 91, iters: 46160, time: 0.420, data: 0.020) G_GAN: 5.140 G_L1: 3.442 D_real: 0.547 D_fake: 0.005 +(epoch: 91, iters: 46260, time: 0.292, data: 0.018) G_GAN: 4.325 G_L1: 3.937 D_real: 0.015 D_fake: 0.070 +(epoch: 91, iters: 46360, time: 0.304, data: 0.018) G_GAN: 5.606 G_L1: 4.460 D_real: 0.001 D_fake: 0.034 +(epoch: 91, iters: 46460, time: 0.294, data: 0.020) G_GAN: 5.711 G_L1: 2.736 D_real: 0.180 D_fake: 0.064 +(epoch: 91, iters: 46560, time: 0.631, data: 0.020) G_GAN: 7.036 G_L1: 4.578 D_real: 0.010 D_fake: 0.019 +(epoch: 91, iters: 46660, time: 0.292, data: 0.018) G_GAN: 3.673 G_L1: 4.704 D_real: 0.430 D_fake: 0.182 +(epoch: 91, iters: 46760, time: 0.302, data: 0.019) G_GAN: 5.266 G_L1: 4.477 D_real: 0.299 D_fake: 0.040 +(epoch: 91, iters: 46860, time: 0.266, data: 0.020) G_GAN: 4.675 G_L1: 4.154 D_real: 0.516 D_fake: 0.052 +(epoch: 91, iters: 46960, time: 0.413, data: 0.017) G_GAN: 4.456 G_L1: 4.102 D_real: 0.015 D_fake: 0.235 +(epoch: 91, iters: 47060, time: 0.297, data: 0.021) G_GAN: 3.709 G_L1: 3.363 D_real: 0.027 D_fake: 0.177 +(epoch: 91, iters: 47160, time: 0.290, data: 0.019) G_GAN: 5.026 G_L1: 2.572 D_real: 0.009 D_fake: 0.027 +(epoch: 91, iters: 47260, time: 0.296, data: 0.017) G_GAN: 4.265 G_L1: 3.177 D_real: 0.047 D_fake: 0.044 +(epoch: 91, iters: 47360, time: 0.430, data: 0.017) G_GAN: 4.926 G_L1: 7.012 D_real: 0.023 D_fake: 0.063 +(epoch: 91, iters: 47460, time: 0.290, data: 0.018) G_GAN: 4.991 G_L1: 3.650 D_real: 0.002 D_fake: 0.073 +(epoch: 91, iters: 47560, time: 0.299, data: 0.019) G_GAN: 4.824 G_L1: 4.179 D_real: 0.006 D_fake: 0.043 +(epoch: 91, iters: 47660, time: 0.290, data: 0.019) G_GAN: 4.385 G_L1: 3.202 D_real: 0.000 D_fake: 0.062 +(epoch: 91, iters: 47760, time: 0.409, data: 0.018) G_GAN: 5.065 G_L1: 2.484 D_real: 0.099 D_fake: 0.016 +(epoch: 91, iters: 47860, time: 0.284, data: 0.016) G_GAN: 6.295 G_L1: 3.927 D_real: 0.001 D_fake: 0.012 +(epoch: 91, iters: 47960, time: 0.290, data: 0.020) G_GAN: 6.335 G_L1: 4.804 D_real: 0.143 D_fake: 0.007 +(epoch: 91, iters: 48060, time: 0.294, data: 0.018) G_GAN: 4.561 G_L1: 3.509 D_real: 0.026 D_fake: 0.070 +(epoch: 91, iters: 48160, time: 0.421, data: 0.019) G_GAN: 4.671 G_L1: 3.594 D_real: 0.001 D_fake: 0.033 +(epoch: 91, iters: 48260, time: 0.282, data: 0.018) G_GAN: 4.918 G_L1: 4.225 D_real: 0.001 D_fake: 0.094 +(epoch: 91, iters: 48360, time: 0.288, data: 0.018) G_GAN: 4.023 G_L1: 3.358 D_real: 0.112 D_fake: 0.081 +(epoch: 91, iters: 48460, time: 0.284, data: 0.017) G_GAN: 6.542 G_L1: 4.903 D_real: 0.054 D_fake: 0.023 +(epoch: 91, iters: 48560, time: 0.644, data: 0.019) G_GAN: 5.440 G_L1: 8.612 D_real: 0.042 D_fake: 0.075 +(epoch: 91, iters: 48660, time: 0.286, data: 0.020) G_GAN: 4.738 G_L1: 5.206 D_real: 0.038 D_fake: 0.042 +(epoch: 91, iters: 48760, time: 0.294, data: 0.019) G_GAN: 5.261 G_L1: 4.363 D_real: 0.229 D_fake: 0.014 +(epoch: 91, iters: 48860, time: 0.300, data: 0.019) G_GAN: 6.834 G_L1: 5.980 D_real: 0.000 D_fake: 0.007 +(epoch: 91, iters: 48960, time: 0.415, data: 0.019) G_GAN: 3.549 G_L1: 3.201 D_real: 0.018 D_fake: 0.145 +(epoch: 91, iters: 49060, time: 0.293, data: 0.020) G_GAN: 5.329 G_L1: 3.318 D_real: 0.077 D_fake: 0.045 +(epoch: 91, iters: 49160, time: 0.285, data: 0.017) G_GAN: 5.467 G_L1: 5.169 D_real: 0.006 D_fake: 0.039 +(epoch: 91, iters: 49260, time: 0.284, data: 0.017) G_GAN: 5.143 G_L1: 2.748 D_real: 0.016 D_fake: 0.111 +(epoch: 91, iters: 49360, time: 0.376, data: 0.017) G_GAN: 4.934 G_L1: 6.881 D_real: 0.232 D_fake: 0.080 +(epoch: 91, iters: 49460, time: 0.310, data: 0.020) G_GAN: 5.074 G_L1: 3.545 D_real: 0.068 D_fake: 0.040 +(epoch: 91, iters: 49560, time: 0.299, data: 0.019) G_GAN: 4.623 G_L1: 3.399 D_real: 0.186 D_fake: 0.014 +(epoch: 91, iters: 49660, time: 0.306, data: 0.020) G_GAN: 6.436 G_L1: 2.921 D_real: 0.547 D_fake: 0.019 +(epoch: 91, iters: 49760, time: 0.414, data: 0.019) G_GAN: 3.084 G_L1: 3.953 D_real: 0.080 D_fake: 0.282 +(epoch: 91, iters: 49860, time: 0.297, data: 0.019) G_GAN: 6.295 G_L1: 2.684 D_real: 0.014 D_fake: 0.075 +(epoch: 91, iters: 49960, time: 0.295, data: 0.019) G_GAN: 5.102 G_L1: 4.037 D_real: 0.002 D_fake: 0.080 +(epoch: 91, iters: 50060, time: 0.298, data: 0.020) G_GAN: 3.660 G_L1: 4.491 D_real: 0.199 D_fake: 0.100 +(epoch: 91, iters: 50160, time: 0.421, data: 0.019) G_GAN: 4.402 G_L1: 4.699 D_real: 0.003 D_fake: 0.056 +(epoch: 91, iters: 50260, time: 0.303, data: 0.021) G_GAN: 3.705 G_L1: 2.294 D_real: 0.090 D_fake: 0.110 +(epoch: 91, iters: 50360, time: 0.302, data: 0.019) G_GAN: 4.299 G_L1: 2.926 D_real: 0.029 D_fake: 0.076 +(epoch: 91, iters: 50460, time: 0.296, data: 0.029) G_GAN: 6.316 G_L1: 5.065 D_real: 0.004 D_fake: 0.021 +(epoch: 91, iters: 50560, time: 0.637, data: 0.019) G_GAN: 5.419 G_L1: 5.788 D_real: 0.002 D_fake: 0.044 +(epoch: 91, iters: 50660, time: 0.296, data: 0.019) G_GAN: 2.757 G_L1: 4.458 D_real: 0.332 D_fake: 0.074 +(epoch: 91, iters: 50760, time: 0.296, data: 0.018) G_GAN: 4.096 G_L1: 4.385 D_real: 0.012 D_fake: 0.116 +(epoch: 91, iters: 50860, time: 0.299, data: 0.020) G_GAN: 5.559 G_L1: 4.104 D_real: 0.200 D_fake: 0.009 +(epoch: 91, iters: 50960, time: 0.425, data: 0.021) G_GAN: 4.814 G_L1: 2.609 D_real: 0.008 D_fake: 0.077 +(epoch: 91, iters: 51060, time: 0.302, data: 0.019) G_GAN: 4.069 G_L1: 3.105 D_real: 0.260 D_fake: 0.039 +(epoch: 91, iters: 51160, time: 0.297, data: 0.019) G_GAN: 4.954 G_L1: 6.182 D_real: 0.426 D_fake: 0.067 +(epoch: 91, iters: 51260, time: 0.303, data: 0.020) G_GAN: 5.406 G_L1: 4.452 D_real: 0.035 D_fake: 0.081 +(epoch: 91, iters: 51360, time: 0.419, data: 0.019) G_GAN: 5.365 G_L1: 2.781 D_real: 0.222 D_fake: 0.013 +(epoch: 91, iters: 51460, time: 0.285, data: 0.019) G_GAN: 4.255 G_L1: 2.326 D_real: 0.202 D_fake: 0.039 +(epoch: 91, iters: 51560, time: 0.284, data: 0.018) G_GAN: 2.917 G_L1: 3.093 D_real: 0.335 D_fake: 0.135 +(epoch: 91, iters: 51660, time: 0.287, data: 0.017) G_GAN: 5.372 G_L1: 3.774 D_real: 0.019 D_fake: 0.030 +(epoch: 91, iters: 51760, time: 0.416, data: 0.019) G_GAN: 5.288 G_L1: 4.892 D_real: 0.014 D_fake: 0.060 +(epoch: 91, iters: 51860, time: 0.297, data: 0.022) G_GAN: 5.189 G_L1: 4.355 D_real: 0.044 D_fake: 0.032 +(epoch: 91, iters: 51960, time: 0.304, data: 0.019) G_GAN: 5.762 G_L1: 4.087 D_real: 0.002 D_fake: 0.052 +(epoch: 91, iters: 52060, time: 0.285, data: 0.021) G_GAN: 3.311 G_L1: 2.535 D_real: 0.005 D_fake: 0.176 +(epoch: 91, iters: 52160, time: 0.426, data: 0.020) G_GAN: 4.282 G_L1: 4.763 D_real: 0.033 D_fake: 0.106 +(epoch: 91, iters: 52260, time: 0.276, data: 0.020) G_GAN: 4.889 G_L1: 2.939 D_real: 0.143 D_fake: 0.044 +(epoch: 91, iters: 52360, time: 0.296, data: 0.019) G_GAN: 6.539 G_L1: 6.957 D_real: 0.028 D_fake: 0.011 +(epoch: 91, iters: 52460, time: 0.280, data: 0.018) G_GAN: 3.330 G_L1: 2.934 D_real: 0.162 D_fake: 0.115 +(epoch: 91, iters: 52560, time: 0.626, data: 0.018) G_GAN: 4.394 G_L1: 3.319 D_real: 0.267 D_fake: 0.054 +(epoch: 91, iters: 52660, time: 0.293, data: 0.020) G_GAN: 4.335 G_L1: 3.095 D_real: 0.718 D_fake: 0.023 +(epoch: 91, iters: 52760, time: 0.299, data: 0.019) G_GAN: 4.232 G_L1: 4.581 D_real: 0.055 D_fake: 0.083 +(epoch: 91, iters: 52860, time: 0.297, data: 0.021) G_GAN: 3.599 G_L1: 2.777 D_real: 0.141 D_fake: 0.092 +(epoch: 91, iters: 52960, time: 0.410, data: 0.019) G_GAN: 4.325 G_L1: 3.372 D_real: 0.183 D_fake: 0.031 +(epoch: 91, iters: 53060, time: 0.296, data: 0.020) G_GAN: 4.868 G_L1: 4.971 D_real: 0.000 D_fake: 0.061 +(epoch: 91, iters: 53160, time: 0.287, data: 0.019) G_GAN: 3.026 G_L1: 5.204 D_real: 0.325 D_fake: 0.072 +(epoch: 91, iters: 53260, time: 0.294, data: 0.019) G_GAN: 3.964 G_L1: 3.639 D_real: 0.047 D_fake: 0.095 +(epoch: 91, iters: 53360, time: 0.423, data: 0.019) G_GAN: 6.364 G_L1: 7.118 D_real: 0.138 D_fake: 0.028 +(epoch: 91, iters: 53460, time: 0.301, data: 0.020) G_GAN: 3.845 G_L1: 6.585 D_real: 0.275 D_fake: 0.237 +(epoch: 91, iters: 53560, time: 0.294, data: 0.019) G_GAN: 5.367 G_L1: 3.211 D_real: 0.000 D_fake: 0.054 +(epoch: 91, iters: 53660, time: 0.294, data: 0.018) G_GAN: 5.538 G_L1: 2.763 D_real: 0.479 D_fake: 0.042 +(epoch: 91, iters: 53760, time: 0.389, data: 0.016) G_GAN: 4.584 G_L1: 2.795 D_real: 0.033 D_fake: 0.025 +(epoch: 91, iters: 53860, time: 0.293, data: 0.019) G_GAN: 5.556 G_L1: 4.097 D_real: 0.043 D_fake: 0.061 +(epoch: 91, iters: 53960, time: 0.304, data: 0.018) G_GAN: 4.250 G_L1: 3.486 D_real: 0.050 D_fake: 0.159 +(epoch: 91, iters: 54060, time: 0.305, data: 0.018) G_GAN: 3.454 G_L1: 3.142 D_real: 0.055 D_fake: 0.133 +(epoch: 91, iters: 54160, time: 0.417, data: 0.019) G_GAN: 6.818 G_L1: 4.494 D_real: 0.179 D_fake: 0.006 +(epoch: 91, iters: 54260, time: 0.300, data: 0.019) G_GAN: 5.358 G_L1: 3.307 D_real: 0.003 D_fake: 0.021 +(epoch: 91, iters: 54360, time: 0.304, data: 0.019) G_GAN: 4.889 G_L1: 3.701 D_real: 0.016 D_fake: 0.149 +(epoch: 91, iters: 54460, time: 0.294, data: 0.021) G_GAN: 5.048 G_L1: 3.402 D_real: 0.041 D_fake: 0.047 +(epoch: 91, iters: 54560, time: 0.631, data: 0.019) G_GAN: 4.822 G_L1: 5.308 D_real: 0.064 D_fake: 0.035 +(epoch: 91, iters: 54660, time: 0.297, data: 0.019) G_GAN: 5.497 G_L1: 3.474 D_real: 0.004 D_fake: 0.028 +(epoch: 91, iters: 54760, time: 0.302, data: 0.019) G_GAN: 4.230 G_L1: 3.046 D_real: 0.088 D_fake: 0.103 +(epoch: 91, iters: 54860, time: 0.294, data: 0.020) G_GAN: 6.183 G_L1: 9.706 D_real: 0.007 D_fake: 0.042 +(epoch: 91, iters: 54960, time: 0.387, data: 0.019) G_GAN: 5.384 G_L1: 2.983 D_real: 0.047 D_fake: 0.025 +(epoch: 91, iters: 55060, time: 0.300, data: 0.018) G_GAN: 3.070 G_L1: 5.129 D_real: 0.178 D_fake: 0.086 +(epoch: 91, iters: 55160, time: 0.296, data: 0.020) G_GAN: 5.007 G_L1: 3.665 D_real: 0.036 D_fake: 0.067 +(epoch: 91, iters: 55260, time: 0.301, data: 0.020) G_GAN: 6.352 G_L1: 4.100 D_real: 0.004 D_fake: 0.074 +(epoch: 91, iters: 55360, time: 0.402, data: 0.020) G_GAN: 4.529 G_L1: 2.946 D_real: 0.060 D_fake: 0.045 +(epoch: 91, iters: 55460, time: 0.292, data: 0.020) G_GAN: 5.421 G_L1: 4.010 D_real: 0.001 D_fake: 0.045 +(epoch: 91, iters: 55560, time: 0.304, data: 0.019) G_GAN: 3.962 G_L1: 4.028 D_real: 0.205 D_fake: 0.233 +(epoch: 91, iters: 55660, time: 0.301, data: 0.020) G_GAN: 6.084 G_L1: 3.010 D_real: 0.337 D_fake: 0.006 +(epoch: 91, iters: 55760, time: 0.414, data: 0.019) G_GAN: 4.477 G_L1: 4.508 D_real: 0.009 D_fake: 0.065 +(epoch: 91, iters: 55860, time: 0.300, data: 0.020) G_GAN: 4.104 G_L1: 3.898 D_real: 0.027 D_fake: 0.036 +(epoch: 91, iters: 55960, time: 0.290, data: 0.019) G_GAN: 4.607 G_L1: 3.040 D_real: 0.002 D_fake: 0.026 +(epoch: 91, iters: 56060, time: 0.298, data: 0.018) G_GAN: 5.584 G_L1: 6.148 D_real: 0.046 D_fake: 0.019 +(epoch: 91, iters: 56160, time: 0.384, data: 0.019) G_GAN: 3.739 G_L1: 3.481 D_real: 0.008 D_fake: 0.241 +(epoch: 91, iters: 56260, time: 0.302, data: 0.019) G_GAN: 3.744 G_L1: 5.323 D_real: 0.298 D_fake: 0.038 +(epoch: 91, iters: 56360, time: 0.293, data: 0.019) G_GAN: 6.591 G_L1: 5.609 D_real: 0.000 D_fake: 0.008 +(epoch: 91, iters: 56460, time: 0.301, data: 0.020) G_GAN: 3.764 G_L1: 3.197 D_real: 0.007 D_fake: 0.240 +(epoch: 91, iters: 56560, time: 0.603, data: 0.020) G_GAN: 7.652 G_L1: 6.296 D_real: 0.092 D_fake: 0.002 +(epoch: 91, iters: 56660, time: 0.293, data: 0.017) G_GAN: 7.009 G_L1: 4.903 D_real: 0.019 D_fake: 0.006 +(epoch: 91, iters: 56760, time: 0.303, data: 0.019) G_GAN: 5.512 G_L1: 6.279 D_real: 0.101 D_fake: 0.312 +(epoch: 91, iters: 56860, time: 0.302, data: 0.021) G_GAN: 4.854 G_L1: 3.867 D_real: 0.000 D_fake: 0.035 +(epoch: 91, iters: 56960, time: 0.390, data: 0.020) G_GAN: 4.867 G_L1: 4.252 D_real: 0.115 D_fake: 0.080 +(epoch: 91, iters: 57060, time: 0.295, data: 0.016) G_GAN: 6.685 G_L1: 5.498 D_real: 0.002 D_fake: 0.005 +(epoch: 91, iters: 57160, time: 0.297, data: 0.020) G_GAN: 6.052 G_L1: 3.033 D_real: 0.005 D_fake: 0.009 +(epoch: 91, iters: 57260, time: 0.299, data: 0.019) G_GAN: 4.038 G_L1: 3.455 D_real: 0.292 D_fake: 0.031 +(epoch: 91, iters: 57360, time: 0.383, data: 0.020) G_GAN: 3.567 G_L1: 3.234 D_real: 0.005 D_fake: 0.287 +(epoch: 91, iters: 57460, time: 0.306, data: 0.020) G_GAN: 4.696 G_L1: 8.613 D_real: 0.039 D_fake: 0.044 +(epoch: 91, iters: 57560, time: 0.305, data: 0.021) G_GAN: 4.491 G_L1: 4.469 D_real: 0.012 D_fake: 0.086 +(epoch: 91, iters: 57660, time: 0.283, data: 0.019) G_GAN: 4.105 G_L1: 4.061 D_real: 0.243 D_fake: 0.050 +(epoch: 91, iters: 57760, time: 0.380, data: 0.018) G_GAN: 3.088 G_L1: 3.464 D_real: 0.083 D_fake: 0.409 +(epoch: 91, iters: 57860, time: 0.303, data: 0.018) G_GAN: 5.269 G_L1: 3.864 D_real: 0.002 D_fake: 0.024 +(epoch: 91, iters: 57960, time: 0.295, data: 0.020) G_GAN: 4.785 G_L1: 6.942 D_real: 0.005 D_fake: 0.090 +(epoch: 91, iters: 58060, time: 0.292, data: 0.018) G_GAN: 3.960 G_L1: 2.470 D_real: 0.183 D_fake: 0.036 +(epoch: 91, iters: 58160, time: 0.382, data: 0.019) G_GAN: 3.960 G_L1: 3.588 D_real: 0.023 D_fake: 0.123 +(epoch: 91, iters: 58260, time: 0.301, data: 0.019) G_GAN: 3.926 G_L1: 3.804 D_real: 0.057 D_fake: 0.071 +(epoch: 91, iters: 58360, time: 0.284, data: 0.020) G_GAN: 3.432 G_L1: 4.671 D_real: 0.031 D_fake: 0.280 +(epoch: 91, iters: 58460, time: 0.294, data: 0.021) G_GAN: 4.790 G_L1: 3.834 D_real: 0.101 D_fake: 0.063 +(epoch: 91, iters: 58560, time: 0.632, data: 0.020) G_GAN: 4.823 G_L1: 4.102 D_real: 0.000 D_fake: 0.125 +(epoch: 91, iters: 58660, time: 0.294, data: 0.019) G_GAN: 4.062 G_L1: 4.536 D_real: 0.143 D_fake: 0.536 +(epoch: 91, iters: 58760, time: 0.297, data: 0.019) G_GAN: 4.750 G_L1: 6.139 D_real: 0.011 D_fake: 0.221 +(epoch: 91, iters: 58860, time: 0.289, data: 0.019) G_GAN: 4.902 G_L1: 4.872 D_real: 0.065 D_fake: 0.125 +(epoch: 91, iters: 58960, time: 0.407, data: 0.020) G_GAN: 6.517 G_L1: 3.657 D_real: 0.000 D_fake: 0.014 +(epoch: 91, iters: 59060, time: 0.289, data: 0.021) G_GAN: 4.757 G_L1: 3.582 D_real: 0.119 D_fake: 0.079 +(epoch: 91, iters: 59160, time: 0.285, data: 0.018) G_GAN: 4.244 G_L1: 2.998 D_real: 0.027 D_fake: 0.057 +(epoch: 91, iters: 59260, time: 0.282, data: 0.017) G_GAN: 4.705 G_L1: 5.196 D_real: 0.135 D_fake: 0.072 +(epoch: 91, iters: 59360, time: 0.401, data: 0.017) G_GAN: 4.446 G_L1: 4.822 D_real: 0.227 D_fake: 0.053 +(epoch: 91, iters: 59460, time: 0.291, data: 0.019) G_GAN: 4.869 G_L1: 4.123 D_real: 0.027 D_fake: 0.057 +(epoch: 91, iters: 59560, time: 0.282, data: 0.017) G_GAN: 4.161 G_L1: 3.813 D_real: 0.043 D_fake: 0.229 +(epoch: 91, iters: 59660, time: 0.289, data: 0.019) G_GAN: 5.516 G_L1: 4.366 D_real: 0.061 D_fake: 0.067 +(epoch: 91, iters: 59760, time: 0.399, data: 0.018) G_GAN: 4.575 G_L1: 4.022 D_real: 0.062 D_fake: 0.076 +(epoch: 91, iters: 59860, time: 0.289, data: 0.018) G_GAN: 4.539 G_L1: 3.338 D_real: 0.039 D_fake: 0.122 +(epoch: 91, iters: 59960, time: 0.290, data: 0.022) G_GAN: 4.747 G_L1: 3.466 D_real: 0.099 D_fake: 0.048 +(epoch: 92, iters: 44, time: 0.291, data: 0.018) G_GAN: 4.059 G_L1: 3.355 D_real: 0.414 D_fake: 0.039 +(epoch: 92, iters: 144, time: 0.612, data: 0.018) G_GAN: 5.040 G_L1: 3.078 D_real: 0.009 D_fake: 0.043 +(epoch: 92, iters: 244, time: 0.287, data: 0.019) G_GAN: 5.806 G_L1: 8.330 D_real: 0.000 D_fake: 0.039 +(epoch: 92, iters: 344, time: 0.281, data: 0.020) G_GAN: 4.760 G_L1: 3.180 D_real: 0.001 D_fake: 0.321 +(epoch: 92, iters: 444, time: 0.289, data: 0.018) G_GAN: 5.492 G_L1: 3.980 D_real: 0.027 D_fake: 0.018 +(epoch: 92, iters: 544, time: 0.613, data: 0.020) G_GAN: 5.433 G_L1: 5.504 D_real: 0.000 D_fake: 0.041 +(epoch: 92, iters: 644, time: 0.292, data: 0.019) G_GAN: 4.804 G_L1: 4.926 D_real: 0.047 D_fake: 0.298 +(epoch: 92, iters: 744, time: 0.290, data: 0.019) G_GAN: 6.847 G_L1: 4.505 D_real: 0.003 D_fake: 0.015 +(epoch: 92, iters: 844, time: 0.296, data: 0.019) G_GAN: 5.637 G_L1: 4.753 D_real: 0.016 D_fake: 0.052 +(epoch: 92, iters: 944, time: 0.410, data: 0.017) G_GAN: 8.128 G_L1: 3.788 D_real: 0.001 D_fake: 0.003 +(epoch: 92, iters: 1044, time: 0.293, data: 0.019) G_GAN: 7.346 G_L1: 3.595 D_real: 0.001 D_fake: 0.007 +(epoch: 92, iters: 1144, time: 0.292, data: 0.019) G_GAN: 8.385 G_L1: 3.838 D_real: 0.071 D_fake: 0.001 +(epoch: 92, iters: 1244, time: 0.294, data: 0.019) G_GAN: 6.099 G_L1: 3.755 D_real: 0.001 D_fake: 0.065 +(epoch: 92, iters: 1344, time: 0.382, data: 0.019) G_GAN: 6.162 G_L1: 2.812 D_real: 0.053 D_fake: 0.007 +(epoch: 92, iters: 1444, time: 0.281, data: 0.020) G_GAN: 6.295 G_L1: 5.915 D_real: 0.002 D_fake: 0.031 +(epoch: 92, iters: 1544, time: 0.286, data: 0.019) G_GAN: 4.948 G_L1: 7.460 D_real: 0.001 D_fake: 0.099 +(epoch: 92, iters: 1644, time: 0.288, data: 0.018) G_GAN: 6.929 G_L1: 5.943 D_real: 0.008 D_fake: 0.025 +(epoch: 92, iters: 1744, time: 0.403, data: 0.019) G_GAN: 8.319 G_L1: 4.970 D_real: 0.009 D_fake: 0.004 +(epoch: 92, iters: 1844, time: 0.291, data: 0.019) G_GAN: 7.443 G_L1: 8.405 D_real: 0.019 D_fake: 0.007 +(epoch: 92, iters: 1944, time: 0.289, data: 0.019) G_GAN: 5.373 G_L1: 4.228 D_real: 0.003 D_fake: 0.055 +(epoch: 92, iters: 2044, time: 0.275, data: 0.018) G_GAN: 5.594 G_L1: 4.144 D_real: 0.023 D_fake: 0.236 +(epoch: 92, iters: 2144, time: 0.385, data: 0.017) G_GAN: 9.574 G_L1: 4.141 D_real: 0.000 D_fake: 0.002 +(epoch: 92, iters: 2244, time: 0.293, data: 0.019) G_GAN: 8.775 G_L1: 5.020 D_real: 0.000 D_fake: 0.001 +(epoch: 92, iters: 2344, time: 0.287, data: 0.018) G_GAN: 8.099 G_L1: 5.973 D_real: 0.013 D_fake: 0.006 +(epoch: 92, iters: 2444, time: 0.286, data: 0.019) G_GAN: 7.452 G_L1: 4.073 D_real: 0.034 D_fake: 0.024 +(epoch: 92, iters: 2544, time: 0.575, data: 0.018) G_GAN: 5.958 G_L1: 3.511 D_real: 0.004 D_fake: 0.012 +(epoch: 92, iters: 2644, time: 0.296, data: 0.020) G_GAN: 4.781 G_L1: 2.727 D_real: 0.000 D_fake: 0.156 +(epoch: 92, iters: 2744, time: 0.291, data: 0.019) G_GAN: 4.739 G_L1: 7.629 D_real: 0.000 D_fake: 0.074 +(epoch: 92, iters: 2844, time: 0.291, data: 0.018) G_GAN: 6.931 G_L1: 4.513 D_real: 0.002 D_fake: 0.025 +(epoch: 92, iters: 2944, time: 0.413, data: 0.020) G_GAN: 5.091 G_L1: 3.342 D_real: 0.002 D_fake: 0.100 +(epoch: 92, iters: 3044, time: 0.288, data: 0.019) G_GAN: 4.770 G_L1: 3.342 D_real: 0.180 D_fake: 0.048 +(epoch: 92, iters: 3144, time: 0.289, data: 0.019) G_GAN: 6.659 G_L1: 4.732 D_real: 0.374 D_fake: 0.004 +(epoch: 92, iters: 3244, time: 0.293, data: 0.019) G_GAN: 5.530 G_L1: 5.959 D_real: 0.003 D_fake: 0.102 +(epoch: 92, iters: 3344, time: 0.394, data: 0.019) G_GAN: 6.434 G_L1: 4.206 D_real: 0.016 D_fake: 0.190 +(epoch: 92, iters: 3444, time: 0.287, data: 0.018) G_GAN: 5.159 G_L1: 3.755 D_real: 0.032 D_fake: 0.022 +(epoch: 92, iters: 3544, time: 0.283, data: 0.020) G_GAN: 6.409 G_L1: 3.586 D_real: 0.006 D_fake: 0.021 +(epoch: 92, iters: 3644, time: 0.300, data: 0.019) G_GAN: 5.306 G_L1: 2.204 D_real: 0.193 D_fake: 0.013 +(epoch: 92, iters: 3744, time: 0.379, data: 0.022) G_GAN: 5.856 G_L1: 3.417 D_real: 0.069 D_fake: 0.016 +(epoch: 92, iters: 3844, time: 0.295, data: 0.020) G_GAN: 4.190 G_L1: 2.901 D_real: 0.086 D_fake: 0.059 +(epoch: 92, iters: 3944, time: 0.294, data: 0.019) G_GAN: 4.961 G_L1: 3.306 D_real: 0.013 D_fake: 0.038 +(epoch: 92, iters: 4044, time: 0.299, data: 0.019) G_GAN: 4.672 G_L1: 4.009 D_real: 0.002 D_fake: 0.047 +(epoch: 92, iters: 4144, time: 0.396, data: 0.019) G_GAN: 4.925 G_L1: 7.028 D_real: 0.006 D_fake: 0.122 +(epoch: 92, iters: 4244, time: 0.298, data: 0.019) G_GAN: 4.772 G_L1: 3.527 D_real: 0.020 D_fake: 0.048 +(epoch: 92, iters: 4344, time: 0.285, data: 0.021) G_GAN: 7.232 G_L1: 8.345 D_real: 0.009 D_fake: 0.105 +(epoch: 92, iters: 4444, time: 0.306, data: 0.018) G_GAN: 5.561 G_L1: 3.966 D_real: 0.173 D_fake: 0.011 +(epoch: 92, iters: 4544, time: 0.617, data: 0.019) G_GAN: 5.567 G_L1: 3.444 D_real: 0.018 D_fake: 0.101 +(epoch: 92, iters: 4644, time: 0.300, data: 0.019) G_GAN: 5.661 G_L1: 5.874 D_real: 0.012 D_fake: 0.289 +(epoch: 92, iters: 4744, time: 0.310, data: 0.020) G_GAN: 5.655 G_L1: 4.299 D_real: 0.143 D_fake: 0.018 +(epoch: 92, iters: 4844, time: 0.304, data: 0.019) G_GAN: 5.984 G_L1: 4.930 D_real: 0.021 D_fake: 0.222 +(epoch: 92, iters: 4944, time: 0.421, data: 0.020) G_GAN: 3.508 G_L1: 2.748 D_real: 0.242 D_fake: 0.469 +(epoch: 92, iters: 5044, time: 0.276, data: 0.019) G_GAN: 4.260 G_L1: 3.050 D_real: 0.023 D_fake: 0.058 +(epoch: 92, iters: 5144, time: 0.287, data: 0.017) G_GAN: 4.535 G_L1: 4.252 D_real: 0.040 D_fake: 0.060 +(epoch: 92, iters: 5244, time: 0.300, data: 0.019) G_GAN: 2.890 G_L1: 2.121 D_real: 0.251 D_fake: 0.092 +(epoch: 92, iters: 5344, time: 0.365, data: 0.018) G_GAN: 4.443 G_L1: 3.367 D_real: 0.044 D_fake: 0.027 +(epoch: 92, iters: 5444, time: 0.303, data: 0.016) G_GAN: 5.171 G_L1: 4.301 D_real: 0.053 D_fake: 0.096 +(epoch: 92, iters: 5544, time: 0.294, data: 0.018) G_GAN: 4.682 G_L1: 4.589 D_real: 0.004 D_fake: 0.092 +(epoch: 92, iters: 5644, time: 0.288, data: 0.020) G_GAN: 3.873 G_L1: 5.111 D_real: 1.145 D_fake: 0.009 +(epoch: 92, iters: 5744, time: 0.400, data: 0.018) G_GAN: 5.288 G_L1: 4.115 D_real: 0.004 D_fake: 0.017 +(epoch: 92, iters: 5844, time: 0.296, data: 0.018) G_GAN: 3.284 G_L1: 4.826 D_real: 0.027 D_fake: 0.396 +(epoch: 92, iters: 5944, time: 0.301, data: 0.021) G_GAN: 3.567 G_L1: 3.031 D_real: 0.040 D_fake: 0.110 +(epoch: 92, iters: 6044, time: 0.299, data: 0.018) G_GAN: 3.369 G_L1: 3.898 D_real: 0.458 D_fake: 0.088 +(epoch: 92, iters: 6144, time: 0.400, data: 0.018) G_GAN: 4.426 G_L1: 2.579 D_real: 0.137 D_fake: 0.084 +(epoch: 92, iters: 6244, time: 0.309, data: 0.017) G_GAN: 2.955 G_L1: 3.764 D_real: 0.290 D_fake: 0.069 +(epoch: 92, iters: 6344, time: 0.292, data: 0.018) G_GAN: 4.384 G_L1: 3.276 D_real: 0.143 D_fake: 0.034 +(epoch: 92, iters: 6444, time: 0.296, data: 0.018) G_GAN: 3.157 G_L1: 3.858 D_real: 0.121 D_fake: 0.146 +(epoch: 92, iters: 6544, time: 0.617, data: 0.018) G_GAN: 6.427 G_L1: 5.569 D_real: 0.005 D_fake: 0.015 +(epoch: 92, iters: 6644, time: 0.289, data: 0.018) G_GAN: 5.431 G_L1: 3.999 D_real: 0.114 D_fake: 0.009 +(epoch: 92, iters: 6744, time: 0.301, data: 0.018) G_GAN: 4.893 G_L1: 3.818 D_real: 0.008 D_fake: 0.074 +(epoch: 92, iters: 6844, time: 0.298, data: 0.020) G_GAN: 4.249 G_L1: 3.784 D_real: 0.038 D_fake: 0.078 +(epoch: 92, iters: 6944, time: 0.415, data: 0.019) G_GAN: 4.616 G_L1: 5.090 D_real: 0.000 D_fake: 0.087 +(epoch: 92, iters: 7044, time: 0.289, data: 0.019) G_GAN: 4.591 G_L1: 4.259 D_real: 0.012 D_fake: 0.049 +(epoch: 92, iters: 7144, time: 0.296, data: 0.018) G_GAN: 3.603 G_L1: 3.270 D_real: 0.677 D_fake: 0.025 +(epoch: 92, iters: 7244, time: 0.286, data: 0.018) G_GAN: 5.981 G_L1: 7.711 D_real: 0.454 D_fake: 0.016 +(epoch: 92, iters: 7344, time: 0.419, data: 0.020) G_GAN: 7.383 G_L1: 5.442 D_real: 0.101 D_fake: 0.005 +(epoch: 92, iters: 7444, time: 0.301, data: 0.018) G_GAN: 5.745 G_L1: 4.779 D_real: 0.002 D_fake: 0.030 +(epoch: 92, iters: 7544, time: 0.299, data: 0.019) G_GAN: 7.275 G_L1: 2.450 D_real: 0.012 D_fake: 0.020 +(epoch: 92, iters: 7644, time: 0.295, data: 0.018) G_GAN: 6.175 G_L1: 6.314 D_real: 0.000 D_fake: 0.058 +(epoch: 92, iters: 7744, time: 0.403, data: 0.017) G_GAN: 6.944 G_L1: 3.431 D_real: 0.014 D_fake: 0.023 +(epoch: 92, iters: 7844, time: 0.300, data: 0.017) G_GAN: 3.378 G_L1: 3.154 D_real: 0.014 D_fake: 0.151 +(epoch: 92, iters: 7944, time: 0.303, data: 0.021) G_GAN: 3.963 G_L1: 3.029 D_real: 0.198 D_fake: 0.371 +(epoch: 92, iters: 8044, time: 0.294, data: 0.018) G_GAN: 3.409 G_L1: 4.994 D_real: 0.397 D_fake: 0.238 +(epoch: 92, iters: 8144, time: 0.394, data: 0.018) G_GAN: 3.461 G_L1: 1.873 D_real: 0.203 D_fake: 0.046 +(epoch: 92, iters: 8244, time: 0.304, data: 0.020) G_GAN: 5.819 G_L1: 4.280 D_real: 0.124 D_fake: 0.019 +(epoch: 92, iters: 8344, time: 0.302, data: 0.018) G_GAN: 3.941 G_L1: 2.541 D_real: 0.014 D_fake: 0.101 +(epoch: 92, iters: 8444, time: 0.292, data: 0.020) G_GAN: 3.017 G_L1: 3.353 D_real: 0.337 D_fake: 0.056 +(epoch: 92, iters: 8544, time: 0.607, data: 0.017) G_GAN: 4.950 G_L1: 8.307 D_real: 0.164 D_fake: 0.150 +(epoch: 92, iters: 8644, time: 0.295, data: 0.018) G_GAN: 7.206 G_L1: 3.805 D_real: 0.031 D_fake: 0.445 +(epoch: 92, iters: 8744, time: 0.279, data: 0.018) G_GAN: 8.310 G_L1: 5.712 D_real: 0.016 D_fake: 0.008 +(epoch: 92, iters: 8844, time: 0.295, data: 0.020) G_GAN: 5.058 G_L1: 3.725 D_real: 0.023 D_fake: 0.038 +(epoch: 92, iters: 8944, time: 0.429, data: 0.020) G_GAN: 4.971 G_L1: 6.368 D_real: 0.071 D_fake: 0.028 +(epoch: 92, iters: 9044, time: 0.301, data: 0.020) G_GAN: 3.590 G_L1: 3.949 D_real: 0.002 D_fake: 0.114 +(epoch: 92, iters: 9144, time: 0.296, data: 0.019) G_GAN: 7.854 G_L1: 5.199 D_real: 0.009 D_fake: 0.002 +(epoch: 92, iters: 9244, time: 0.299, data: 0.018) G_GAN: 5.297 G_L1: 3.244 D_real: 0.329 D_fake: 0.026 +(epoch: 92, iters: 9344, time: 0.416, data: 0.019) G_GAN: 4.569 G_L1: 3.884 D_real: 0.004 D_fake: 0.070 +(epoch: 92, iters: 9444, time: 0.299, data: 0.019) G_GAN: 5.183 G_L1: 5.545 D_real: 0.000 D_fake: 0.029 +(epoch: 92, iters: 9544, time: 0.296, data: 0.026) G_GAN: 4.055 G_L1: 4.176 D_real: 0.000 D_fake: 0.171 +(epoch: 92, iters: 9644, time: 0.305, data: 0.020) G_GAN: 3.964 G_L1: 2.935 D_real: 0.012 D_fake: 0.082 +(epoch: 92, iters: 9744, time: 0.423, data: 0.018) G_GAN: 6.262 G_L1: 5.753 D_real: 0.092 D_fake: 0.012 +(epoch: 92, iters: 9844, time: 0.296, data: 0.017) G_GAN: 5.520 G_L1: 5.907 D_real: 0.139 D_fake: 0.071 +(epoch: 92, iters: 9944, time: 0.296, data: 0.019) G_GAN: 5.510 G_L1: 5.020 D_real: 0.026 D_fake: 0.047 +(epoch: 92, iters: 10044, time: 0.303, data: 0.019) G_GAN: 5.233 G_L1: 4.481 D_real: 0.056 D_fake: 0.026 +(epoch: 92, iters: 10144, time: 0.419, data: 0.019) G_GAN: 4.387 G_L1: 3.997 D_real: 0.239 D_fake: 0.050 +(epoch: 92, iters: 10244, time: 0.288, data: 0.019) G_GAN: 4.295 G_L1: 3.107 D_real: 0.126 D_fake: 0.062 +(epoch: 92, iters: 10344, time: 0.279, data: 0.018) G_GAN: 3.670 G_L1: 3.014 D_real: 0.049 D_fake: 0.116 +(epoch: 92, iters: 10444, time: 0.298, data: 0.016) G_GAN: 4.235 G_L1: 3.442 D_real: 0.015 D_fake: 0.066 +(epoch: 92, iters: 10544, time: 0.588, data: 0.019) G_GAN: 5.190 G_L1: 3.009 D_real: 0.056 D_fake: 0.053 +(epoch: 92, iters: 10644, time: 0.302, data: 0.021) G_GAN: 5.161 G_L1: 3.939 D_real: 0.032 D_fake: 0.025 +(epoch: 92, iters: 10744, time: 0.300, data: 0.020) G_GAN: 7.312 G_L1: 4.739 D_real: 0.426 D_fake: 0.013 +(epoch: 92, iters: 10844, time: 0.293, data: 0.019) G_GAN: 4.323 G_L1: 2.985 D_real: 0.107 D_fake: 0.044 +(epoch: 92, iters: 10944, time: 0.416, data: 0.018) G_GAN: 6.311 G_L1: 3.807 D_real: 0.012 D_fake: 0.006 +(epoch: 92, iters: 11044, time: 0.291, data: 0.020) G_GAN: 3.955 G_L1: 3.561 D_real: 0.046 D_fake: 0.099 +(epoch: 92, iters: 11144, time: 0.299, data: 0.018) G_GAN: 4.647 G_L1: 6.545 D_real: 0.038 D_fake: 0.034 +(epoch: 92, iters: 11244, time: 0.290, data: 0.019) G_GAN: 6.195 G_L1: 4.105 D_real: 0.000 D_fake: 0.014 +(epoch: 92, iters: 11344, time: 0.407, data: 0.020) G_GAN: 5.500 G_L1: 2.534 D_real: 0.254 D_fake: 0.010 +(epoch: 92, iters: 11444, time: 0.297, data: 0.018) G_GAN: 4.676 G_L1: 3.855 D_real: 0.090 D_fake: 0.038 +(epoch: 92, iters: 11544, time: 0.292, data: 0.019) G_GAN: 5.301 G_L1: 3.512 D_real: 0.221 D_fake: 0.048 +(epoch: 92, iters: 11644, time: 0.275, data: 0.018) G_GAN: 5.232 G_L1: 3.118 D_real: 0.007 D_fake: 0.035 +(epoch: 92, iters: 11744, time: 0.401, data: 0.020) G_GAN: 6.247 G_L1: 3.647 D_real: 0.000 D_fake: 0.021 +(epoch: 92, iters: 11844, time: 0.300, data: 0.017) G_GAN: 5.550 G_L1: 4.684 D_real: 0.014 D_fake: 0.040 +(epoch: 92, iters: 11944, time: 0.293, data: 0.019) G_GAN: 3.833 G_L1: 3.316 D_real: 0.006 D_fake: 0.111 +(epoch: 92, iters: 12044, time: 0.292, data: 0.018) G_GAN: 4.603 G_L1: 3.494 D_real: 0.016 D_fake: 0.029 +(epoch: 92, iters: 12144, time: 0.393, data: 0.021) G_GAN: 3.394 G_L1: 1.984 D_real: 0.004 D_fake: 0.176 +(epoch: 92, iters: 12244, time: 0.302, data: 0.019) G_GAN: 5.079 G_L1: 4.367 D_real: 0.113 D_fake: 0.015 +(epoch: 92, iters: 12344, time: 0.300, data: 0.019) G_GAN: 4.908 G_L1: 7.105 D_real: 0.112 D_fake: 0.032 +(epoch: 92, iters: 12444, time: 0.292, data: 0.020) G_GAN: 4.413 G_L1: 4.887 D_real: 0.390 D_fake: 0.047 +(epoch: 92, iters: 12544, time: 0.609, data: 0.019) G_GAN: 4.021 G_L1: 3.188 D_real: 0.021 D_fake: 0.069 +(epoch: 92, iters: 12644, time: 0.295, data: 0.018) G_GAN: 4.403 G_L1: 3.236 D_real: 0.019 D_fake: 0.056 +(epoch: 92, iters: 12744, time: 0.295, data: 0.017) G_GAN: 4.491 G_L1: 3.763 D_real: 0.007 D_fake: 0.202 +(epoch: 92, iters: 12844, time: 0.303, data: 0.019) G_GAN: 4.651 G_L1: 4.329 D_real: 0.001 D_fake: 0.041 +(epoch: 92, iters: 12944, time: 0.402, data: 0.020) G_GAN: 6.564 G_L1: 4.364 D_real: 0.003 D_fake: 0.025 +(epoch: 92, iters: 13044, time: 0.300, data: 0.017) G_GAN: 5.842 G_L1: 3.989 D_real: 0.003 D_fake: 0.022 +(epoch: 92, iters: 13144, time: 0.303, data: 0.021) G_GAN: 4.284 G_L1: 3.685 D_real: 0.231 D_fake: 0.231 +(epoch: 92, iters: 13244, time: 0.294, data: 0.018) G_GAN: 6.783 G_L1: 4.635 D_real: 0.024 D_fake: 0.006 +(epoch: 92, iters: 13344, time: 0.409, data: 0.020) G_GAN: 5.930 G_L1: 3.507 D_real: 0.144 D_fake: 0.017 +(epoch: 92, iters: 13444, time: 0.303, data: 0.019) G_GAN: 4.365 G_L1: 2.457 D_real: 0.000 D_fake: 0.068 +(epoch: 92, iters: 13544, time: 0.295, data: 0.020) G_GAN: 3.557 G_L1: 3.835 D_real: 0.095 D_fake: 0.116 +(epoch: 92, iters: 13644, time: 0.289, data: 0.019) G_GAN: 6.628 G_L1: 5.669 D_real: 0.000 D_fake: 0.007 +(epoch: 92, iters: 13744, time: 0.410, data: 0.020) G_GAN: 4.008 G_L1: 3.200 D_real: 0.017 D_fake: 0.050 +(epoch: 92, iters: 13844, time: 0.293, data: 0.019) G_GAN: 5.130 G_L1: 4.124 D_real: 0.002 D_fake: 0.036 +(epoch: 92, iters: 13944, time: 0.294, data: 0.019) G_GAN: 4.099 G_L1: 3.357 D_real: 0.002 D_fake: 0.069 +(epoch: 92, iters: 14044, time: 0.287, data: 0.019) G_GAN: 4.042 G_L1: 3.089 D_real: 0.008 D_fake: 0.064 +(epoch: 92, iters: 14144, time: 0.429, data: 0.018) G_GAN: 4.975 G_L1: 6.908 D_real: 0.001 D_fake: 0.051 +(epoch: 92, iters: 14244, time: 0.304, data: 0.019) G_GAN: 4.087 G_L1: 2.663 D_real: 0.000 D_fake: 0.111 +(epoch: 92, iters: 14344, time: 0.277, data: 0.019) G_GAN: 4.721 G_L1: 3.760 D_real: 0.016 D_fake: 0.205 +(epoch: 92, iters: 14444, time: 0.294, data: 0.016) G_GAN: 4.518 G_L1: 4.182 D_real: 0.006 D_fake: 0.079 +(epoch: 92, iters: 14544, time: 0.573, data: 0.019) G_GAN: 4.063 G_L1: 3.931 D_real: 0.019 D_fake: 0.117 +(epoch: 92, iters: 14644, time: 0.295, data: 0.018) G_GAN: 5.262 G_L1: 3.902 D_real: 0.066 D_fake: 0.022 +(epoch: 92, iters: 14744, time: 0.295, data: 0.019) G_GAN: 10.079 G_L1: 7.743 D_real: 0.013 D_fake: 0.031 +(epoch: 92, iters: 14844, time: 0.298, data: 0.018) G_GAN: 4.637 G_L1: 3.188 D_real: 0.012 D_fake: 0.038 +(epoch: 92, iters: 14944, time: 0.413, data: 0.020) G_GAN: 4.894 G_L1: 3.998 D_real: 0.037 D_fake: 0.032 +(epoch: 92, iters: 15044, time: 0.300, data: 0.019) G_GAN: 4.090 G_L1: 4.702 D_real: 0.014 D_fake: 0.151 +(epoch: 92, iters: 15144, time: 0.296, data: 0.020) G_GAN: 6.127 G_L1: 4.900 D_real: 0.088 D_fake: 0.041 +(epoch: 92, iters: 15244, time: 0.298, data: 0.019) G_GAN: 5.383 G_L1: 5.776 D_real: 0.220 D_fake: 0.033 +(epoch: 92, iters: 15344, time: 0.405, data: 0.020) G_GAN: 5.710 G_L1: 3.375 D_real: 0.045 D_fake: 0.009 +(epoch: 92, iters: 15444, time: 0.308, data: 0.017) G_GAN: 7.102 G_L1: 6.657 D_real: 0.103 D_fake: 0.006 +(epoch: 92, iters: 15544, time: 0.300, data: 0.020) G_GAN: 5.509 G_L1: 3.830 D_real: 0.018 D_fake: 0.037 +(epoch: 92, iters: 15644, time: 0.290, data: 0.019) G_GAN: 5.641 G_L1: 3.400 D_real: 0.070 D_fake: 0.044 +(epoch: 92, iters: 15744, time: 0.391, data: 0.018) G_GAN: 5.309 G_L1: 3.178 D_real: 0.056 D_fake: 0.213 +(epoch: 92, iters: 15844, time: 0.282, data: 0.018) G_GAN: 5.454 G_L1: 3.842 D_real: 0.030 D_fake: 0.035 +(epoch: 92, iters: 15944, time: 0.277, data: 0.016) G_GAN: 5.649 G_L1: 3.758 D_real: 0.026 D_fake: 0.036 +(epoch: 92, iters: 16044, time: 0.304, data: 0.017) G_GAN: 4.737 G_L1: 2.595 D_real: 0.051 D_fake: 0.024 +(epoch: 92, iters: 16144, time: 0.414, data: 0.020) G_GAN: 5.223 G_L1: 3.525 D_real: 0.012 D_fake: 0.074 +(epoch: 92, iters: 16244, time: 0.293, data: 0.020) G_GAN: 6.252 G_L1: 8.281 D_real: 0.001 D_fake: 0.029 +(epoch: 92, iters: 16344, time: 0.298, data: 0.020) G_GAN: 3.955 G_L1: 3.070 D_real: 0.185 D_fake: 0.197 +(epoch: 92, iters: 16444, time: 0.289, data: 0.019) G_GAN: 4.330 G_L1: 2.369 D_real: 0.018 D_fake: 0.055 +(epoch: 92, iters: 16544, time: 0.572, data: 0.017) G_GAN: 4.364 G_L1: 2.190 D_real: 0.042 D_fake: 0.030 +(epoch: 92, iters: 16644, time: 0.298, data: 0.019) G_GAN: 4.166 G_L1: 3.665 D_real: 0.011 D_fake: 0.146 +(epoch: 92, iters: 16744, time: 0.296, data: 0.019) G_GAN: 3.911 G_L1: 3.557 D_real: 0.304 D_fake: 0.033 +(epoch: 92, iters: 16844, time: 0.294, data: 0.018) G_GAN: 6.825 G_L1: 3.653 D_real: 0.022 D_fake: 0.005 +(epoch: 92, iters: 16944, time: 0.383, data: 0.020) G_GAN: 4.276 G_L1: 3.151 D_real: 0.059 D_fake: 0.095 +(epoch: 92, iters: 17044, time: 0.306, data: 0.016) G_GAN: 7.699 G_L1: 4.725 D_real: 0.011 D_fake: 0.008 +(epoch: 92, iters: 17144, time: 0.281, data: 0.020) G_GAN: 5.246 G_L1: 3.515 D_real: 0.004 D_fake: 0.088 +(epoch: 92, iters: 17244, time: 0.291, data: 0.017) G_GAN: 3.832 G_L1: 3.202 D_real: 0.198 D_fake: 0.042 +(epoch: 92, iters: 17344, time: 0.385, data: 0.019) G_GAN: 6.314 G_L1: 5.556 D_real: 0.002 D_fake: 0.009 +(epoch: 92, iters: 17444, time: 0.298, data: 0.018) G_GAN: 4.186 G_L1: 4.522 D_real: 0.014 D_fake: 0.039 +(epoch: 92, iters: 17544, time: 0.293, data: 0.020) G_GAN: 6.177 G_L1: 4.889 D_real: 0.178 D_fake: 0.007 +(epoch: 92, iters: 17644, time: 0.302, data: 0.019) G_GAN: 4.720 G_L1: 3.792 D_real: 0.089 D_fake: 0.026 +(epoch: 92, iters: 17744, time: 0.410, data: 0.020) G_GAN: 5.518 G_L1: 3.765 D_real: 0.015 D_fake: 0.029 +(epoch: 92, iters: 17844, time: 0.288, data: 0.019) G_GAN: 3.971 G_L1: 2.955 D_real: 0.008 D_fake: 0.099 +(epoch: 92, iters: 17944, time: 0.297, data: 0.021) G_GAN: 4.747 G_L1: 3.314 D_real: 0.006 D_fake: 0.044 +(epoch: 92, iters: 18044, time: 0.290, data: 0.019) G_GAN: 5.273 G_L1: 2.991 D_real: 0.014 D_fake: 0.100 +(epoch: 92, iters: 18144, time: 0.408, data: 0.019) G_GAN: 3.974 G_L1: 3.444 D_real: 0.087 D_fake: 0.061 +(epoch: 92, iters: 18244, time: 0.283, data: 0.021) G_GAN: 5.669 G_L1: 3.941 D_real: 0.098 D_fake: 0.019 +(epoch: 92, iters: 18344, time: 0.294, data: 0.017) G_GAN: 4.857 G_L1: 3.226 D_real: 0.027 D_fake: 0.022 +(epoch: 92, iters: 18444, time: 0.289, data: 0.018) G_GAN: 4.607 G_L1: 3.109 D_real: 0.030 D_fake: 0.023 +(epoch: 92, iters: 18544, time: 0.619, data: 0.018) G_GAN: 5.382 G_L1: 3.720 D_real: 0.002 D_fake: 0.035 +(epoch: 92, iters: 18644, time: 0.295, data: 0.019) G_GAN: 3.535 G_L1: 2.751 D_real: 0.044 D_fake: 0.172 +(epoch: 92, iters: 18744, time: 0.302, data: 0.020) G_GAN: 5.973 G_L1: 4.447 D_real: 0.054 D_fake: 0.009 +(epoch: 92, iters: 18844, time: 0.291, data: 0.019) G_GAN: 6.666 G_L1: 4.301 D_real: 0.004 D_fake: 0.018 +(epoch: 92, iters: 18944, time: 0.415, data: 0.019) G_GAN: 5.653 G_L1: 5.035 D_real: 0.002 D_fake: 0.092 +(epoch: 92, iters: 19044, time: 0.301, data: 0.019) G_GAN: 4.748 G_L1: 3.465 D_real: 0.001 D_fake: 0.047 +(epoch: 92, iters: 19144, time: 0.294, data: 0.021) G_GAN: 5.913 G_L1: 3.227 D_real: 0.124 D_fake: 0.023 +(epoch: 92, iters: 19244, time: 0.290, data: 0.020) G_GAN: 4.056 G_L1: 4.379 D_real: 0.037 D_fake: 0.120 +(epoch: 92, iters: 19344, time: 0.415, data: 0.018) G_GAN: 6.129 G_L1: 3.302 D_real: 0.000 D_fake: 0.009 +(epoch: 92, iters: 19444, time: 0.295, data: 0.020) G_GAN: 4.207 G_L1: 3.292 D_real: 0.174 D_fake: 0.079 +(epoch: 92, iters: 19544, time: 0.296, data: 0.019) G_GAN: 4.475 G_L1: 3.344 D_real: 0.008 D_fake: 0.041 +(epoch: 92, iters: 19644, time: 0.294, data: 0.019) G_GAN: 5.490 G_L1: 3.628 D_real: 0.012 D_fake: 0.038 +(epoch: 92, iters: 19744, time: 0.410, data: 0.019) G_GAN: 4.136 G_L1: 3.618 D_real: 0.100 D_fake: 0.161 +(epoch: 92, iters: 19844, time: 0.302, data: 0.018) G_GAN: 4.820 G_L1: 2.922 D_real: 0.019 D_fake: 0.033 +(epoch: 92, iters: 19944, time: 0.302, data: 0.021) G_GAN: 5.167 G_L1: 2.762 D_real: 0.000 D_fake: 0.248 +(epoch: 92, iters: 20044, time: 0.293, data: 0.019) G_GAN: 4.005 G_L1: 3.203 D_real: 0.206 D_fake: 0.026 +(epoch: 92, iters: 20144, time: 0.419, data: 0.018) G_GAN: 4.963 G_L1: 3.738 D_real: 0.025 D_fake: 0.047 +(epoch: 92, iters: 20244, time: 0.297, data: 0.019) G_GAN: 5.218 G_L1: 3.587 D_real: 0.001 D_fake: 0.093 +(epoch: 92, iters: 20344, time: 0.292, data: 0.018) G_GAN: 4.944 G_L1: 4.390 D_real: 0.302 D_fake: 0.015 +(epoch: 92, iters: 20444, time: 0.294, data: 0.018) G_GAN: 4.572 G_L1: 2.540 D_real: 0.002 D_fake: 0.043 +(epoch: 92, iters: 20544, time: 0.574, data: 0.017) G_GAN: 4.674 G_L1: 2.001 D_real: 0.164 D_fake: 0.084 +(epoch: 92, iters: 20644, time: 0.300, data: 0.019) G_GAN: 4.178 G_L1: 4.947 D_real: 0.056 D_fake: 0.126 +(epoch: 92, iters: 20744, time: 0.299, data: 0.020) G_GAN: 4.883 G_L1: 6.352 D_real: 0.080 D_fake: 0.029 +(epoch: 92, iters: 20844, time: 0.302, data: 0.017) G_GAN: 5.582 G_L1: 3.282 D_real: 0.035 D_fake: 0.023 +(epoch: 92, iters: 20944, time: 0.396, data: 0.022) G_GAN: 5.397 G_L1: 3.095 D_real: 0.097 D_fake: 0.019 +(epoch: 92, iters: 21044, time: 0.303, data: 0.018) G_GAN: 5.944 G_L1: 3.583 D_real: 0.026 D_fake: 0.010 +(epoch: 92, iters: 21144, time: 0.304, data: 0.020) G_GAN: 6.799 G_L1: 5.812 D_real: 0.001 D_fake: 0.481 +(epoch: 92, iters: 21244, time: 0.303, data: 0.020) G_GAN: 4.852 G_L1: 3.655 D_real: 0.012 D_fake: 0.029 +(epoch: 92, iters: 21344, time: 0.409, data: 0.019) G_GAN: 5.472 G_L1: 3.083 D_real: 0.046 D_fake: 0.016 +(epoch: 92, iters: 21444, time: 0.279, data: 0.019) G_GAN: 3.659 G_L1: 2.830 D_real: 0.086 D_fake: 0.090 +(epoch: 92, iters: 21544, time: 0.303, data: 0.019) G_GAN: 5.792 G_L1: 3.871 D_real: 0.033 D_fake: 0.022 +(epoch: 92, iters: 21644, time: 0.301, data: 0.022) G_GAN: 4.114 G_L1: 3.128 D_real: 0.151 D_fake: 0.090 +(epoch: 92, iters: 21744, time: 0.391, data: 0.019) G_GAN: 6.172 G_L1: 4.078 D_real: 0.137 D_fake: 0.038 +(epoch: 92, iters: 21844, time: 0.296, data: 0.019) G_GAN: 5.537 G_L1: 5.791 D_real: 0.016 D_fake: 0.011 +(epoch: 92, iters: 21944, time: 0.307, data: 0.019) G_GAN: 3.691 G_L1: 3.660 D_real: 0.051 D_fake: 0.109 +(epoch: 92, iters: 22044, time: 0.302, data: 0.020) G_GAN: 5.845 G_L1: 3.119 D_real: 0.006 D_fake: 0.017 +(epoch: 92, iters: 22144, time: 0.410, data: 0.021) G_GAN: 5.173 G_L1: 3.861 D_real: 0.000 D_fake: 0.041 +(epoch: 92, iters: 22244, time: 0.299, data: 0.017) G_GAN: 4.689 G_L1: 2.799 D_real: 0.046 D_fake: 0.043 +(epoch: 92, iters: 22344, time: 0.295, data: 0.022) G_GAN: 6.394 G_L1: 5.257 D_real: 0.005 D_fake: 0.018 +(epoch: 92, iters: 22444, time: 0.301, data: 0.020) G_GAN: 3.720 G_L1: 2.382 D_real: 0.024 D_fake: 0.162 +(epoch: 92, iters: 22544, time: 0.655, data: 0.020) G_GAN: 5.859 G_L1: 4.118 D_real: 0.059 D_fake: 0.034 +(epoch: 92, iters: 22644, time: 0.304, data: 0.019) G_GAN: 3.965 G_L1: 3.215 D_real: 0.088 D_fake: 0.092 +(epoch: 92, iters: 22744, time: 0.296, data: 0.020) G_GAN: 3.369 G_L1: 4.123 D_real: 0.142 D_fake: 0.068 +(epoch: 92, iters: 22844, time: 0.296, data: 0.022) G_GAN: 5.027 G_L1: 3.381 D_real: 0.022 D_fake: 0.054 +(epoch: 92, iters: 22944, time: 0.426, data: 0.019) G_GAN: 5.077 G_L1: 3.537 D_real: 0.004 D_fake: 0.019 +(epoch: 92, iters: 23044, time: 0.306, data: 0.020) G_GAN: 3.488 G_L1: 2.955 D_real: 0.061 D_fake: 0.257 +(epoch: 92, iters: 23144, time: 0.305, data: 0.019) G_GAN: 5.298 G_L1: 4.447 D_real: 0.024 D_fake: 0.060 +(epoch: 92, iters: 23244, time: 0.297, data: 0.022) G_GAN: 3.987 G_L1: 3.637 D_real: 0.003 D_fake: 0.132 +(epoch: 92, iters: 23344, time: 0.426, data: 0.022) G_GAN: 3.386 G_L1: 4.424 D_real: 0.373 D_fake: 0.062 +(epoch: 92, iters: 23444, time: 0.301, data: 0.018) G_GAN: 4.610 G_L1: 4.719 D_real: 0.084 D_fake: 0.016 +(epoch: 92, iters: 23544, time: 0.304, data: 0.020) G_GAN: 8.356 G_L1: 7.267 D_real: 0.018 D_fake: 0.006 +(epoch: 92, iters: 23644, time: 0.285, data: 0.018) G_GAN: 4.275 G_L1: 3.330 D_real: 0.000 D_fake: 0.049 +(epoch: 92, iters: 23744, time: 0.397, data: 0.019) G_GAN: 3.538 G_L1: 2.811 D_real: 0.214 D_fake: 0.067 +(epoch: 92, iters: 23844, time: 0.301, data: 0.018) G_GAN: 4.963 G_L1: 2.963 D_real: 0.031 D_fake: 0.029 +(epoch: 92, iters: 23944, time: 0.301, data: 0.019) G_GAN: 6.516 G_L1: 5.750 D_real: 0.049 D_fake: 0.009 +(epoch: 92, iters: 24044, time: 0.302, data: 0.019) G_GAN: 6.339 G_L1: 4.754 D_real: 0.086 D_fake: 0.043 +(epoch: 92, iters: 24144, time: 0.414, data: 0.020) G_GAN: 3.980 G_L1: 3.605 D_real: 0.139 D_fake: 0.035 +(epoch: 92, iters: 24244, time: 0.300, data: 0.019) G_GAN: 4.294 G_L1: 7.316 D_real: 0.052 D_fake: 0.042 +(epoch: 92, iters: 24344, time: 0.290, data: 0.020) G_GAN: 4.233 G_L1: 3.043 D_real: 0.017 D_fake: 0.092 +(epoch: 92, iters: 24444, time: 0.290, data: 0.019) G_GAN: 5.529 G_L1: 4.078 D_real: 0.032 D_fake: 0.057 +(epoch: 92, iters: 24544, time: 0.660, data: 0.023) G_GAN: 5.779 G_L1: 5.240 D_real: 0.038 D_fake: 0.044 +(epoch: 92, iters: 24644, time: 0.300, data: 0.018) G_GAN: 4.573 G_L1: 3.865 D_real: 0.054 D_fake: 0.141 +(epoch: 92, iters: 24744, time: 0.301, data: 0.020) G_GAN: 4.453 G_L1: 3.497 D_real: 0.149 D_fake: 0.054 +(epoch: 92, iters: 24844, time: 0.294, data: 0.019) G_GAN: 3.335 G_L1: 2.827 D_real: 0.110 D_fake: 0.393 +(epoch: 92, iters: 24944, time: 0.408, data: 0.021) G_GAN: 6.194 G_L1: 3.585 D_real: 0.161 D_fake: 0.010 +(epoch: 92, iters: 25044, time: 0.295, data: 0.019) G_GAN: 4.777 G_L1: 3.538 D_real: 0.220 D_fake: 0.018 +(epoch: 92, iters: 25144, time: 0.298, data: 0.022) G_GAN: 3.824 G_L1: 2.928 D_real: 0.135 D_fake: 0.056 +(epoch: 92, iters: 25244, time: 0.299, data: 0.023) G_GAN: 7.146 G_L1: 4.696 D_real: 0.040 D_fake: 0.003 +(epoch: 92, iters: 25344, time: 0.420, data: 0.020) G_GAN: 5.864 G_L1: 3.320 D_real: 0.055 D_fake: 0.013 +(epoch: 92, iters: 25444, time: 0.299, data: 0.019) G_GAN: 5.710 G_L1: 3.461 D_real: 0.141 D_fake: 0.015 +(epoch: 92, iters: 25544, time: 0.295, data: 0.019) G_GAN: 4.619 G_L1: 4.029 D_real: 0.001 D_fake: 0.069 +(epoch: 92, iters: 25644, time: 0.294, data: 0.020) G_GAN: 5.451 G_L1: 3.969 D_real: 0.001 D_fake: 0.026 +(epoch: 92, iters: 25744, time: 0.414, data: 0.019) G_GAN: 4.745 G_L1: 7.186 D_real: 0.048 D_fake: 0.064 +(epoch: 92, iters: 25844, time: 0.298, data: 0.018) G_GAN: 4.348 G_L1: 6.202 D_real: 0.017 D_fake: 0.092 +(epoch: 92, iters: 25944, time: 0.295, data: 0.020) G_GAN: 4.935 G_L1: 3.699 D_real: 0.000 D_fake: 0.087 +(epoch: 92, iters: 26044, time: 0.298, data: 0.020) G_GAN: 3.303 G_L1: 3.923 D_real: 0.630 D_fake: 0.040 +(epoch: 92, iters: 26144, time: 0.408, data: 0.018) G_GAN: 4.959 G_L1: 4.678 D_real: 0.002 D_fake: 0.068 +(epoch: 92, iters: 26244, time: 0.304, data: 0.019) G_GAN: 4.749 G_L1: 3.078 D_real: 0.053 D_fake: 0.034 +(epoch: 92, iters: 26344, time: 0.300, data: 0.021) G_GAN: 3.257 G_L1: 3.952 D_real: 0.966 D_fake: 0.035 +(epoch: 92, iters: 26444, time: 0.297, data: 0.019) G_GAN: 5.037 G_L1: 4.000 D_real: 0.001 D_fake: 0.017 +(epoch: 92, iters: 26544, time: 0.664, data: 0.021) G_GAN: 6.471 G_L1: 8.041 D_real: 0.001 D_fake: 0.016 +(epoch: 92, iters: 26644, time: 0.302, data: 0.017) G_GAN: 4.199 G_L1: 3.880 D_real: 0.011 D_fake: 0.034 +(epoch: 92, iters: 26744, time: 0.296, data: 0.018) G_GAN: 3.621 G_L1: 3.289 D_real: 0.096 D_fake: 0.121 +(epoch: 92, iters: 26844, time: 0.299, data: 0.019) G_GAN: 5.266 G_L1: 4.259 D_real: 0.002 D_fake: 0.041 +(epoch: 92, iters: 26944, time: 0.414, data: 0.019) G_GAN: 5.638 G_L1: 3.882 D_real: 0.002 D_fake: 0.871 +(epoch: 92, iters: 27044, time: 0.297, data: 0.020) G_GAN: 3.517 G_L1: 3.759 D_real: 0.006 D_fake: 0.239 +(epoch: 92, iters: 27144, time: 0.301, data: 0.019) G_GAN: 4.237 G_L1: 2.993 D_real: 0.009 D_fake: 0.073 +(epoch: 92, iters: 27244, time: 0.302, data: 0.019) G_GAN: 5.156 G_L1: 4.297 D_real: 0.002 D_fake: 0.177 +(epoch: 92, iters: 27344, time: 0.391, data: 0.019) G_GAN: 6.321 G_L1: 4.071 D_real: 0.000 D_fake: 0.005 +(epoch: 92, iters: 27444, time: 0.296, data: 0.021) G_GAN: 4.712 G_L1: 3.518 D_real: 0.005 D_fake: 0.084 +(epoch: 92, iters: 27544, time: 0.289, data: 0.018) G_GAN: 4.181 G_L1: 3.632 D_real: 0.196 D_fake: 0.031 +(epoch: 92, iters: 27644, time: 0.294, data: 0.020) G_GAN: 4.789 G_L1: 4.960 D_real: 0.028 D_fake: 0.062 +(epoch: 92, iters: 27744, time: 0.369, data: 0.019) G_GAN: 6.392 G_L1: 3.964 D_real: 0.000 D_fake: 0.016 +(epoch: 92, iters: 27844, time: 0.297, data: 0.018) G_GAN: 5.327 G_L1: 5.676 D_real: 0.036 D_fake: 0.062 +(epoch: 92, iters: 27944, time: 0.303, data: 0.019) G_GAN: 3.206 G_L1: 2.603 D_real: 0.014 D_fake: 0.416 +(epoch: 92, iters: 28044, time: 0.297, data: 0.019) G_GAN: 5.264 G_L1: 3.692 D_real: 0.001 D_fake: 0.116 +(epoch: 92, iters: 28144, time: 0.423, data: 0.018) G_GAN: 3.427 G_L1: 3.129 D_real: 0.006 D_fake: 0.095 +(epoch: 92, iters: 28244, time: 0.286, data: 0.020) G_GAN: 6.795 G_L1: 7.855 D_real: 0.001 D_fake: 0.324 +(epoch: 92, iters: 28344, time: 0.295, data: 0.020) G_GAN: 5.150 G_L1: 3.880 D_real: 0.003 D_fake: 0.187 +(epoch: 92, iters: 28444, time: 0.299, data: 0.018) G_GAN: 6.347 G_L1: 3.839 D_real: 0.018 D_fake: 0.055 +(epoch: 92, iters: 28544, time: 0.643, data: 0.021) G_GAN: 5.465 G_L1: 3.722 D_real: 0.161 D_fake: 0.011 +(epoch: 92, iters: 28644, time: 0.284, data: 0.018) G_GAN: 4.057 G_L1: 3.716 D_real: 0.015 D_fake: 0.066 +(epoch: 92, iters: 28744, time: 0.293, data: 0.018) G_GAN: 6.424 G_L1: 4.696 D_real: 0.039 D_fake: 0.008 +(epoch: 92, iters: 28844, time: 0.288, data: 0.018) G_GAN: 4.733 G_L1: 4.209 D_real: 0.081 D_fake: 0.027 +(epoch: 92, iters: 28944, time: 0.391, data: 0.019) G_GAN: 5.226 G_L1: 2.257 D_real: 0.189 D_fake: 0.032 +(epoch: 92, iters: 29044, time: 0.286, data: 0.018) G_GAN: 5.186 G_L1: 5.849 D_real: 0.361 D_fake: 0.070 +(epoch: 92, iters: 29144, time: 0.292, data: 0.018) G_GAN: 6.567 G_L1: 4.035 D_real: 0.002 D_fake: 0.026 +(epoch: 92, iters: 29244, time: 0.286, data: 0.019) G_GAN: 4.843 G_L1: 2.984 D_real: 0.009 D_fake: 0.028 +(epoch: 92, iters: 29344, time: 0.396, data: 0.018) G_GAN: 5.316 G_L1: 3.685 D_real: 0.382 D_fake: 0.010 +(epoch: 92, iters: 29444, time: 0.284, data: 0.017) G_GAN: 5.585 G_L1: 4.081 D_real: 0.058 D_fake: 0.017 +(epoch: 92, iters: 29544, time: 0.266, data: 0.021) G_GAN: 6.020 G_L1: 5.240 D_real: 0.003 D_fake: 0.115 +(epoch: 92, iters: 29644, time: 0.279, data: 0.015) G_GAN: 4.980 G_L1: 3.681 D_real: 0.032 D_fake: 0.068 +(epoch: 92, iters: 29744, time: 0.431, data: 0.018) G_GAN: 5.177 G_L1: 7.605 D_real: 0.001 D_fake: 0.050 +(epoch: 92, iters: 29844, time: 0.265, data: 0.017) G_GAN: 3.982 G_L1: 2.556 D_real: 0.123 D_fake: 0.048 +(epoch: 92, iters: 29944, time: 0.286, data: 0.016) G_GAN: 4.530 G_L1: 3.476 D_real: 0.020 D_fake: 0.072 +(epoch: 92, iters: 30044, time: 0.266, data: 0.016) G_GAN: 5.749 G_L1: 3.912 D_real: 0.001 D_fake: 0.017 +(epoch: 92, iters: 30144, time: 0.388, data: 0.016) G_GAN: 5.778 G_L1: 2.861 D_real: 0.016 D_fake: 0.013 +(epoch: 92, iters: 30244, time: 0.292, data: 0.015) G_GAN: 5.109 G_L1: 3.694 D_real: 0.142 D_fake: 0.031 +(epoch: 92, iters: 30344, time: 0.280, data: 0.021) G_GAN: 2.466 G_L1: 3.236 D_real: 0.395 D_fake: 0.927 +(epoch: 92, iters: 30444, time: 0.280, data: 0.017) G_GAN: 6.284 G_L1: 5.050 D_real: 0.000 D_fake: 0.013 +(epoch: 92, iters: 30544, time: 0.542, data: 0.018) G_GAN: 3.379 G_L1: 3.034 D_real: 0.082 D_fake: 0.133 +(epoch: 92, iters: 30644, time: 0.285, data: 0.017) G_GAN: 3.346 G_L1: 3.234 D_real: 0.210 D_fake: 0.251 +(epoch: 92, iters: 30744, time: 0.282, data: 0.015) G_GAN: 3.536 G_L1: 3.338 D_real: 0.048 D_fake: 0.144 +(epoch: 92, iters: 30844, time: 0.297, data: 0.017) G_GAN: 5.903 G_L1: 4.962 D_real: 0.123 D_fake: 0.005 +(epoch: 92, iters: 30944, time: 0.385, data: 0.018) G_GAN: 5.011 G_L1: 4.026 D_real: 0.026 D_fake: 0.145 +(epoch: 92, iters: 31044, time: 0.278, data: 0.015) G_GAN: 5.348 G_L1: 3.299 D_real: 0.100 D_fake: 0.044 +(epoch: 92, iters: 31144, time: 0.283, data: 0.017) G_GAN: 5.909 G_L1: 3.963 D_real: 0.000 D_fake: 0.014 +(epoch: 92, iters: 31244, time: 0.293, data: 0.017) G_GAN: 4.278 G_L1: 3.551 D_real: 0.179 D_fake: 0.102 +(epoch: 92, iters: 31344, time: 0.401, data: 0.018) G_GAN: 3.824 G_L1: 3.643 D_real: 0.023 D_fake: 0.114 +(epoch: 92, iters: 31444, time: 0.280, data: 0.016) G_GAN: 4.346 G_L1: 5.990 D_real: 0.250 D_fake: 0.123 +(epoch: 92, iters: 31544, time: 0.268, data: 0.017) G_GAN: 6.925 G_L1: 3.712 D_real: 0.032 D_fake: 0.004 +(epoch: 92, iters: 31644, time: 0.267, data: 0.015) G_GAN: 3.598 G_L1: 3.403 D_real: 0.099 D_fake: 0.072 +(epoch: 92, iters: 31744, time: 0.394, data: 0.017) G_GAN: 6.678 G_L1: 3.509 D_real: 0.045 D_fake: 0.014 +(epoch: 92, iters: 31844, time: 0.283, data: 0.012) G_GAN: 3.624 G_L1: 4.092 D_real: 0.112 D_fake: 0.081 +(epoch: 92, iters: 31944, time: 0.294, data: 0.017) G_GAN: 5.501 G_L1: 5.102 D_real: 0.000 D_fake: 0.028 +(epoch: 92, iters: 32044, time: 0.292, data: 0.020) G_GAN: 4.847 G_L1: 3.539 D_real: 0.015 D_fake: 0.029 +(epoch: 92, iters: 32144, time: 0.408, data: 0.018) G_GAN: 5.833 G_L1: 4.860 D_real: 0.003 D_fake: 0.034 +(epoch: 92, iters: 32244, time: 0.290, data: 0.018) G_GAN: 3.240 G_L1: 3.138 D_real: 0.177 D_fake: 0.091 +(epoch: 92, iters: 32344, time: 0.283, data: 0.017) G_GAN: 6.261 G_L1: 6.082 D_real: 0.001 D_fake: 0.020 +(epoch: 92, iters: 32444, time: 0.279, data: 0.015) G_GAN: 5.428 G_L1: 3.575 D_real: 0.008 D_fake: 0.022 +(epoch: 92, iters: 32544, time: 0.562, data: 0.017) G_GAN: 4.210 G_L1: 3.754 D_real: 0.076 D_fake: 0.060 +(epoch: 92, iters: 32644, time: 0.273, data: 0.020) G_GAN: 6.847 G_L1: 5.097 D_real: 0.001 D_fake: 0.004 +(epoch: 92, iters: 32744, time: 0.273, data: 0.016) G_GAN: 4.800 G_L1: 3.171 D_real: 0.036 D_fake: 0.342 +(epoch: 92, iters: 32844, time: 0.267, data: 0.016) G_GAN: 4.668 G_L1: 9.985 D_real: 0.287 D_fake: 0.024 +(epoch: 92, iters: 32944, time: 0.410, data: 0.017) G_GAN: 3.900 G_L1: 2.890 D_real: 0.185 D_fake: 0.066 +(epoch: 92, iters: 33044, time: 0.291, data: 0.016) G_GAN: 5.224 G_L1: 3.699 D_real: 0.066 D_fake: 0.022 +(epoch: 92, iters: 33144, time: 0.258, data: 0.018) G_GAN: 6.036 G_L1: 5.559 D_real: 0.000 D_fake: 0.023 +(epoch: 92, iters: 33244, time: 0.294, data: 0.016) G_GAN: 5.809 G_L1: 3.703 D_real: 0.044 D_fake: 0.009 +(epoch: 92, iters: 33344, time: 0.395, data: 0.019) G_GAN: 6.134 G_L1: 4.980 D_real: 0.039 D_fake: 0.021 +(epoch: 92, iters: 33444, time: 0.273, data: 0.017) G_GAN: 6.690 G_L1: 5.795 D_real: 0.006 D_fake: 0.014 +(epoch: 92, iters: 33544, time: 0.292, data: 0.016) G_GAN: 3.752 G_L1: 3.749 D_real: 0.035 D_fake: 0.071 +(epoch: 92, iters: 33644, time: 0.295, data: 0.019) G_GAN: 4.506 G_L1: 5.252 D_real: 0.002 D_fake: 0.192 +(epoch: 92, iters: 33744, time: 0.405, data: 0.018) G_GAN: 5.207 G_L1: 3.522 D_real: 0.334 D_fake: 0.014 +(epoch: 92, iters: 33844, time: 0.287, data: 0.020) G_GAN: 5.402 G_L1: 3.090 D_real: 0.075 D_fake: 0.036 +(epoch: 92, iters: 33944, time: 0.292, data: 0.018) G_GAN: 5.461 G_L1: 4.034 D_real: 0.001 D_fake: 0.022 +(epoch: 92, iters: 34044, time: 0.279, data: 0.018) G_GAN: 6.592 G_L1: 3.611 D_real: 0.017 D_fake: 0.031 +(epoch: 92, iters: 34144, time: 0.410, data: 0.017) G_GAN: 4.651 G_L1: 3.177 D_real: 0.018 D_fake: 0.044 +(epoch: 92, iters: 34244, time: 0.295, data: 0.019) G_GAN: 4.601 G_L1: 3.528 D_real: 0.024 D_fake: 0.238 +(epoch: 92, iters: 34344, time: 0.291, data: 0.021) G_GAN: 6.253 G_L1: 3.609 D_real: 0.075 D_fake: 0.008 +(epoch: 92, iters: 34444, time: 0.285, data: 0.017) G_GAN: 7.046 G_L1: 3.759 D_real: 0.001 D_fake: 0.002 +(epoch: 92, iters: 34544, time: 0.570, data: 0.035) G_GAN: 5.299 G_L1: 2.496 D_real: 0.046 D_fake: 0.021 +(epoch: 92, iters: 34644, time: 0.269, data: 0.020) G_GAN: 4.968 G_L1: 3.441 D_real: 0.205 D_fake: 0.025 +(epoch: 92, iters: 34744, time: 0.285, data: 0.017) G_GAN: 4.081 G_L1: 3.836 D_real: 0.037 D_fake: 0.105 +(epoch: 92, iters: 34844, time: 0.284, data: 0.017) G_GAN: 4.816 G_L1: 2.839 D_real: 0.171 D_fake: 0.031 +(epoch: 92, iters: 34944, time: 0.375, data: 0.017) G_GAN: 4.207 G_L1: 3.383 D_real: 0.001 D_fake: 0.076 +(epoch: 92, iters: 35044, time: 0.277, data: 0.018) G_GAN: 4.741 G_L1: 4.323 D_real: 0.041 D_fake: 0.100 +(epoch: 92, iters: 35144, time: 0.279, data: 0.017) G_GAN: 6.830 G_L1: 5.821 D_real: 0.001 D_fake: 0.059 +(epoch: 92, iters: 35244, time: 0.280, data: 0.018) G_GAN: 3.329 G_L1: 4.324 D_real: 0.038 D_fake: 0.365 +(epoch: 92, iters: 35344, time: 0.343, data: 0.020) G_GAN: 6.303 G_L1: 5.403 D_real: 0.109 D_fake: 0.020 +(epoch: 92, iters: 35444, time: 0.274, data: 0.014) G_GAN: 4.199 G_L1: 4.168 D_real: 0.988 D_fake: 0.022 +(epoch: 92, iters: 35544, time: 0.266, data: 0.016) G_GAN: 4.662 G_L1: 3.862 D_real: 0.039 D_fake: 0.037 +(epoch: 92, iters: 35644, time: 0.285, data: 0.016) G_GAN: 6.527 G_L1: 5.782 D_real: 0.001 D_fake: 0.016 +(epoch: 92, iters: 35744, time: 0.402, data: 0.017) G_GAN: 6.761 G_L1: 3.940 D_real: 0.001 D_fake: 0.006 +(epoch: 92, iters: 35844, time: 0.263, data: 0.018) G_GAN: 6.068 G_L1: 3.154 D_real: 0.052 D_fake: 0.006 +(epoch: 92, iters: 35944, time: 0.294, data: 0.015) G_GAN: 6.414 G_L1: 4.688 D_real: 0.008 D_fake: 0.022 +(epoch: 92, iters: 36044, time: 0.283, data: 0.019) G_GAN: 6.603 G_L1: 3.361 D_real: 0.303 D_fake: 0.008 +(epoch: 92, iters: 36144, time: 0.365, data: 0.019) G_GAN: 6.350 G_L1: 3.246 D_real: 0.077 D_fake: 0.049 +(epoch: 92, iters: 36244, time: 0.280, data: 0.015) G_GAN: 5.336 G_L1: 3.727 D_real: 0.041 D_fake: 0.032 +(epoch: 92, iters: 36344, time: 0.288, data: 0.016) G_GAN: 6.068 G_L1: 4.332 D_real: 0.039 D_fake: 0.011 +(epoch: 92, iters: 36444, time: 0.259, data: 0.017) G_GAN: 5.176 G_L1: 7.394 D_real: 0.028 D_fake: 0.323 +(epoch: 92, iters: 36544, time: 0.550, data: 0.016) G_GAN: 4.541 G_L1: 3.296 D_real: 0.158 D_fake: 0.061 +(epoch: 92, iters: 36644, time: 0.291, data: 0.015) G_GAN: 4.134 G_L1: 3.991 D_real: 0.010 D_fake: 0.163 +(epoch: 92, iters: 36744, time: 0.278, data: 0.019) G_GAN: 4.401 G_L1: 5.322 D_real: 0.058 D_fake: 0.067 +(epoch: 92, iters: 36844, time: 0.277, data: 0.016) G_GAN: 3.697 G_L1: 4.722 D_real: 0.050 D_fake: 0.071 +(epoch: 92, iters: 36944, time: 0.378, data: 0.015) G_GAN: 4.629 G_L1: 4.229 D_real: 0.126 D_fake: 0.035 +(epoch: 92, iters: 37044, time: 0.281, data: 0.016) G_GAN: 4.373 G_L1: 4.094 D_real: 0.256 D_fake: 0.022 +(epoch: 92, iters: 37144, time: 0.288, data: 0.016) G_GAN: 6.663 G_L1: 3.570 D_real: 0.087 D_fake: 0.033 +(epoch: 92, iters: 37244, time: 0.282, data: 0.018) G_GAN: 6.141 G_L1: 4.402 D_real: 0.097 D_fake: 0.331 +(epoch: 92, iters: 37344, time: 0.397, data: 0.018) G_GAN: 4.231 G_L1: 2.801 D_real: 0.065 D_fake: 0.076 +(epoch: 92, iters: 37444, time: 0.288, data: 0.016) G_GAN: 7.027 G_L1: 4.344 D_real: 0.165 D_fake: 0.009 +(epoch: 92, iters: 37544, time: 0.272, data: 0.019) G_GAN: 3.461 G_L1: 3.596 D_real: 0.055 D_fake: 0.081 +(epoch: 92, iters: 37644, time: 0.274, data: 0.015) G_GAN: 6.539 G_L1: 2.922 D_real: 0.026 D_fake: 0.043 +(epoch: 92, iters: 37744, time: 0.373, data: 0.015) G_GAN: 5.299 G_L1: 4.462 D_real: 0.175 D_fake: 0.078 +(epoch: 92, iters: 37844, time: 0.289, data: 0.017) G_GAN: 6.189 G_L1: 7.203 D_real: 0.096 D_fake: 0.013 +(epoch: 92, iters: 37944, time: 0.281, data: 0.020) G_GAN: 4.419 G_L1: 3.555 D_real: 0.143 D_fake: 0.082 +(epoch: 92, iters: 38044, time: 0.283, data: 0.016) G_GAN: 5.801 G_L1: 3.345 D_real: 0.002 D_fake: 0.010 +(epoch: 92, iters: 38144, time: 0.400, data: 0.017) G_GAN: 4.411 G_L1: 4.449 D_real: 0.007 D_fake: 0.071 +(epoch: 92, iters: 38244, time: 0.293, data: 0.014) G_GAN: 4.182 G_L1: 2.822 D_real: 0.166 D_fake: 0.046 +(epoch: 92, iters: 38344, time: 0.295, data: 0.018) G_GAN: 5.443 G_L1: 4.033 D_real: 0.023 D_fake: 0.035 +(epoch: 92, iters: 38444, time: 0.266, data: 0.020) G_GAN: 5.867 G_L1: 5.932 D_real: 0.003 D_fake: 0.028 +(epoch: 92, iters: 38544, time: 0.635, data: 0.015) G_GAN: 6.338 G_L1: 8.066 D_real: 0.008 D_fake: 0.012 +(epoch: 92, iters: 38644, time: 0.284, data: 0.018) G_GAN: 7.582 G_L1: 4.657 D_real: 0.000 D_fake: 0.005 +(epoch: 92, iters: 38744, time: 0.281, data: 0.019) G_GAN: 4.767 G_L1: 2.392 D_real: 0.009 D_fake: 0.058 +(epoch: 92, iters: 38844, time: 0.295, data: 0.018) G_GAN: 6.125 G_L1: 4.164 D_real: 0.083 D_fake: 0.014 +(epoch: 92, iters: 38944, time: 0.401, data: 0.018) G_GAN: 5.968 G_L1: 3.551 D_real: 0.137 D_fake: 0.009 +(epoch: 92, iters: 39044, time: 0.278, data: 0.018) G_GAN: 3.636 G_L1: 4.608 D_real: 0.109 D_fake: 0.102 +(epoch: 92, iters: 39144, time: 0.287, data: 0.020) G_GAN: 4.251 G_L1: 5.248 D_real: 0.036 D_fake: 0.046 +(epoch: 92, iters: 39244, time: 0.290, data: 0.018) G_GAN: 3.575 G_L1: 3.401 D_real: 0.103 D_fake: 0.289 +(epoch: 92, iters: 39344, time: 0.394, data: 0.019) G_GAN: 6.279 G_L1: 3.702 D_real: 0.003 D_fake: 0.013 +(epoch: 92, iters: 39444, time: 0.265, data: 0.017) G_GAN: 5.222 G_L1: 3.354 D_real: 0.091 D_fake: 0.010 +(epoch: 92, iters: 39544, time: 0.294, data: 0.016) G_GAN: 4.145 G_L1: 3.018 D_real: 0.198 D_fake: 0.388 +(epoch: 92, iters: 39644, time: 0.284, data: 0.017) G_GAN: 4.755 G_L1: 3.767 D_real: 0.103 D_fake: 0.041 +(epoch: 92, iters: 39744, time: 0.403, data: 0.019) G_GAN: 4.741 G_L1: 4.373 D_real: 0.059 D_fake: 0.204 +(epoch: 92, iters: 39844, time: 0.293, data: 0.019) G_GAN: 4.396 G_L1: 3.344 D_real: 0.041 D_fake: 0.071 +(epoch: 92, iters: 39944, time: 0.295, data: 0.020) G_GAN: 4.669 G_L1: 3.103 D_real: 0.086 D_fake: 0.043 +(epoch: 92, iters: 40044, time: 0.285, data: 0.020) G_GAN: 3.779 G_L1: 1.911 D_real: 0.021 D_fake: 0.141 +(epoch: 92, iters: 40144, time: 0.405, data: 0.016) G_GAN: 4.403 G_L1: 3.372 D_real: 0.097 D_fake: 0.126 +(epoch: 92, iters: 40244, time: 0.288, data: 0.019) G_GAN: 3.531 G_L1: 3.223 D_real: 0.013 D_fake: 0.185 +(epoch: 92, iters: 40344, time: 0.286, data: 0.019) G_GAN: 4.407 G_L1: 2.322 D_real: 0.118 D_fake: 0.054 +(epoch: 92, iters: 40444, time: 0.290, data: 0.020) G_GAN: 4.337 G_L1: 3.579 D_real: 0.011 D_fake: 0.241 +(epoch: 92, iters: 40544, time: 0.613, data: 0.018) G_GAN: 4.634 G_L1: 4.437 D_real: 0.093 D_fake: 0.034 +(epoch: 92, iters: 40644, time: 0.289, data: 0.020) G_GAN: 4.898 G_L1: 3.966 D_real: 0.083 D_fake: 0.069 +(epoch: 92, iters: 40744, time: 0.297, data: 0.018) G_GAN: 3.823 G_L1: 5.220 D_real: 0.016 D_fake: 0.309 +(epoch: 92, iters: 40844, time: 0.290, data: 0.019) G_GAN: 3.920 G_L1: 4.815 D_real: 0.141 D_fake: 0.035 +(epoch: 92, iters: 40944, time: 0.391, data: 0.018) G_GAN: 4.575 G_L1: 2.981 D_real: 0.209 D_fake: 0.048 +(epoch: 92, iters: 41044, time: 0.274, data: 0.016) G_GAN: 6.561 G_L1: 5.465 D_real: 0.020 D_fake: 0.013 +(epoch: 92, iters: 41144, time: 0.279, data: 0.019) G_GAN: 4.729 G_L1: 5.432 D_real: 0.063 D_fake: 0.070 +(epoch: 92, iters: 41244, time: 0.288, data: 0.016) G_GAN: 4.125 G_L1: 3.187 D_real: 0.193 D_fake: 0.026 +(epoch: 92, iters: 41344, time: 0.415, data: 0.019) G_GAN: 4.034 G_L1: 3.939 D_real: 0.004 D_fake: 0.061 +(epoch: 92, iters: 41444, time: 0.289, data: 0.019) G_GAN: 3.740 G_L1: 4.379 D_real: 0.406 D_fake: 0.073 +(epoch: 92, iters: 41544, time: 0.284, data: 0.018) G_GAN: 3.608 G_L1: 3.182 D_real: 0.158 D_fake: 0.175 +(epoch: 92, iters: 41644, time: 0.296, data: 0.018) G_GAN: 5.835 G_L1: 4.029 D_real: 0.029 D_fake: 0.030 +(epoch: 92, iters: 41744, time: 0.405, data: 0.020) G_GAN: 3.535 G_L1: 4.307 D_real: 0.054 D_fake: 0.315 +(epoch: 92, iters: 41844, time: 0.298, data: 0.020) G_GAN: 4.408 G_L1: 6.199 D_real: 0.031 D_fake: 0.115 +(epoch: 92, iters: 41944, time: 0.297, data: 0.019) G_GAN: 6.453 G_L1: 3.512 D_real: 0.322 D_fake: 0.004 +(epoch: 92, iters: 42044, time: 0.288, data: 0.024) G_GAN: 4.413 G_L1: 3.115 D_real: 0.002 D_fake: 0.108 +(epoch: 92, iters: 42144, time: 0.392, data: 0.017) G_GAN: 4.974 G_L1: 3.718 D_real: 0.066 D_fake: 0.019 +(epoch: 92, iters: 42244, time: 0.294, data: 0.018) G_GAN: 7.059 G_L1: 5.764 D_real: 0.093 D_fake: 0.011 +(epoch: 92, iters: 42344, time: 0.287, data: 0.019) G_GAN: 4.913 G_L1: 3.856 D_real: 0.000 D_fake: 0.030 +(epoch: 92, iters: 42444, time: 0.279, data: 0.018) G_GAN: 5.120 G_L1: 5.397 D_real: 0.001 D_fake: 0.042 +(epoch: 92, iters: 42544, time: 0.635, data: 0.019) G_GAN: 3.577 G_L1: 3.388 D_real: 0.006 D_fake: 0.142 +(epoch: 92, iters: 42644, time: 0.297, data: 0.019) G_GAN: 4.805 G_L1: 3.787 D_real: 0.005 D_fake: 0.127 +(epoch: 92, iters: 42744, time: 0.285, data: 0.020) G_GAN: 4.698 G_L1: 3.745 D_real: 0.005 D_fake: 0.036 +(epoch: 92, iters: 42844, time: 0.297, data: 0.018) G_GAN: 5.757 G_L1: 3.380 D_real: 0.013 D_fake: 0.019 +(epoch: 92, iters: 42944, time: 0.417, data: 0.019) G_GAN: 4.676 G_L1: 6.009 D_real: 0.376 D_fake: 0.034 +(epoch: 92, iters: 43044, time: 0.290, data: 0.018) G_GAN: 5.496 G_L1: 2.363 D_real: 0.099 D_fake: 0.026 +(epoch: 92, iters: 43144, time: 0.296, data: 0.017) G_GAN: 4.229 G_L1: 4.033 D_real: 0.002 D_fake: 0.719 +(epoch: 92, iters: 43244, time: 0.291, data: 0.018) G_GAN: 6.177 G_L1: 5.560 D_real: 0.061 D_fake: 0.029 +(epoch: 92, iters: 43344, time: 0.413, data: 0.018) G_GAN: 4.463 G_L1: 4.256 D_real: 0.003 D_fake: 0.143 +(epoch: 92, iters: 43444, time: 0.284, data: 0.017) G_GAN: 4.985 G_L1: 3.769 D_real: 0.001 D_fake: 0.219 +(epoch: 92, iters: 43544, time: 0.298, data: 0.017) G_GAN: 4.999 G_L1: 3.745 D_real: 0.009 D_fake: 0.050 +(epoch: 92, iters: 43644, time: 0.302, data: 0.019) G_GAN: 4.920 G_L1: 3.114 D_real: 0.092 D_fake: 0.079 +(epoch: 92, iters: 43744, time: 0.386, data: 0.020) G_GAN: 6.252 G_L1: 4.490 D_real: 0.000 D_fake: 0.009 +(epoch: 92, iters: 43844, time: 0.296, data: 0.019) G_GAN: 4.762 G_L1: 6.561 D_real: 0.121 D_fake: 0.042 +(epoch: 92, iters: 43944, time: 0.304, data: 0.018) G_GAN: 4.068 G_L1: 4.604 D_real: 0.092 D_fake: 0.115 +(epoch: 92, iters: 44044, time: 0.296, data: 0.019) G_GAN: 4.211 G_L1: 3.595 D_real: 0.010 D_fake: 0.219 +(epoch: 92, iters: 44144, time: 0.421, data: 0.020) G_GAN: 3.993 G_L1: 3.653 D_real: 0.034 D_fake: 0.086 +(epoch: 92, iters: 44244, time: 0.302, data: 0.019) G_GAN: 4.428 G_L1: 2.965 D_real: 0.039 D_fake: 0.051 +(epoch: 92, iters: 44344, time: 0.301, data: 0.020) G_GAN: 4.034 G_L1: 3.207 D_real: 0.053 D_fake: 0.198 +(epoch: 92, iters: 44444, time: 0.293, data: 0.021) G_GAN: 5.404 G_L1: 4.341 D_real: 0.107 D_fake: 0.011 +(epoch: 92, iters: 44544, time: 0.606, data: 0.020) G_GAN: 5.162 G_L1: 3.576 D_real: 0.299 D_fake: 0.068 +(epoch: 92, iters: 44644, time: 0.289, data: 0.019) G_GAN: 5.668 G_L1: 2.823 D_real: 0.006 D_fake: 0.022 +(epoch: 92, iters: 44744, time: 0.300, data: 0.019) G_GAN: 3.241 G_L1: 2.849 D_real: 0.055 D_fake: 0.090 +(epoch: 92, iters: 44844, time: 0.301, data: 0.019) G_GAN: 3.762 G_L1: 3.185 D_real: 0.063 D_fake: 0.076 +(epoch: 92, iters: 44944, time: 0.410, data: 0.020) G_GAN: 5.426 G_L1: 3.404 D_real: 0.122 D_fake: 0.013 +(epoch: 92, iters: 45044, time: 0.295, data: 0.020) G_GAN: 4.725 G_L1: 3.833 D_real: 0.001 D_fake: 0.091 +(epoch: 92, iters: 45144, time: 0.294, data: 0.018) G_GAN: 6.420 G_L1: 4.291 D_real: 0.168 D_fake: 0.005 +(epoch: 92, iters: 45244, time: 0.297, data: 0.019) G_GAN: 6.780 G_L1: 3.128 D_real: 0.016 D_fake: 0.007 +(epoch: 92, iters: 45344, time: 0.418, data: 0.020) G_GAN: 5.146 G_L1: 5.139 D_real: 0.046 D_fake: 0.018 +(epoch: 92, iters: 45444, time: 0.292, data: 0.020) G_GAN: 7.492 G_L1: 3.833 D_real: 0.000 D_fake: 0.002 +(epoch: 92, iters: 45544, time: 0.302, data: 0.021) G_GAN: 4.643 G_L1: 4.034 D_real: 0.030 D_fake: 0.055 +(epoch: 92, iters: 45644, time: 0.304, data: 0.020) G_GAN: 5.190 G_L1: 2.502 D_real: 0.001 D_fake: 0.052 +(epoch: 92, iters: 45744, time: 0.415, data: 0.021) G_GAN: 3.742 G_L1: 2.740 D_real: 0.022 D_fake: 0.201 +(epoch: 92, iters: 45844, time: 0.303, data: 0.018) G_GAN: 3.491 G_L1: 2.722 D_real: 0.040 D_fake: 0.128 +(epoch: 92, iters: 45944, time: 0.305, data: 0.018) G_GAN: 4.676 G_L1: 4.972 D_real: 0.102 D_fake: 0.055 +(epoch: 92, iters: 46044, time: 0.291, data: 0.020) G_GAN: 3.495 G_L1: 3.365 D_real: 0.080 D_fake: 0.113 +(epoch: 92, iters: 46144, time: 0.415, data: 0.018) G_GAN: 4.229 G_L1: 3.840 D_real: 0.451 D_fake: 0.167 +(epoch: 92, iters: 46244, time: 0.296, data: 0.019) G_GAN: 3.510 G_L1: 3.644 D_real: 0.251 D_fake: 0.063 +(epoch: 92, iters: 46344, time: 0.302, data: 0.018) G_GAN: 5.345 G_L1: 3.323 D_real: 0.043 D_fake: 0.021 +(epoch: 92, iters: 46444, time: 0.295, data: 0.018) G_GAN: 5.218 G_L1: 4.360 D_real: 0.044 D_fake: 0.096 +(epoch: 92, iters: 46544, time: 0.617, data: 0.020) G_GAN: 4.251 G_L1: 3.494 D_real: 0.050 D_fake: 0.053 +(epoch: 92, iters: 46644, time: 0.295, data: 0.019) G_GAN: 5.747 G_L1: 11.176 D_real: 0.027 D_fake: 0.056 +(epoch: 92, iters: 46744, time: 0.294, data: 0.019) G_GAN: 3.248 G_L1: 2.922 D_real: 0.279 D_fake: 0.104 +(epoch: 92, iters: 46844, time: 0.305, data: 0.018) G_GAN: 3.770 G_L1: 5.998 D_real: 0.089 D_fake: 0.070 +(epoch: 92, iters: 46944, time: 0.382, data: 0.020) G_GAN: 4.382 G_L1: 4.050 D_real: 0.365 D_fake: 0.030 +(epoch: 92, iters: 47044, time: 0.304, data: 0.019) G_GAN: 4.162 G_L1: 2.060 D_real: 0.256 D_fake: 0.184 +(epoch: 92, iters: 47144, time: 0.301, data: 0.018) G_GAN: 4.279 G_L1: 3.202 D_real: 0.040 D_fake: 0.070 +(epoch: 92, iters: 47244, time: 0.291, data: 0.019) G_GAN: 5.307 G_L1: 5.838 D_real: 0.001 D_fake: 0.131 +(epoch: 92, iters: 47344, time: 0.385, data: 0.019) G_GAN: 3.406 G_L1: 2.869 D_real: 0.772 D_fake: 0.067 +(epoch: 92, iters: 47444, time: 0.301, data: 0.018) G_GAN: 5.175 G_L1: 5.672 D_real: 0.001 D_fake: 0.190 +(epoch: 92, iters: 47544, time: 0.303, data: 0.020) G_GAN: 4.039 G_L1: 4.154 D_real: 0.434 D_fake: 0.034 +(epoch: 92, iters: 47644, time: 0.284, data: 0.022) G_GAN: 3.512 G_L1: 4.120 D_real: 0.064 D_fake: 0.202 +(epoch: 92, iters: 47744, time: 0.417, data: 0.018) G_GAN: 4.604 G_L1: 3.969 D_real: 0.394 D_fake: 0.410 +(epoch: 92, iters: 47844, time: 0.297, data: 0.019) G_GAN: 5.874 G_L1: 6.044 D_real: 0.001 D_fake: 0.015 +(epoch: 92, iters: 47944, time: 0.300, data: 0.020) G_GAN: 6.587 G_L1: 3.865 D_real: 0.147 D_fake: 0.005 +(epoch: 92, iters: 48044, time: 0.297, data: 0.018) G_GAN: 5.152 G_L1: 3.781 D_real: 0.055 D_fake: 0.025 +(epoch: 92, iters: 48144, time: 0.392, data: 0.019) G_GAN: 6.084 G_L1: 3.102 D_real: 0.005 D_fake: 0.014 +(epoch: 92, iters: 48244, time: 0.303, data: 0.018) G_GAN: 4.868 G_L1: 4.549 D_real: 0.070 D_fake: 0.037 +(epoch: 92, iters: 48344, time: 0.303, data: 0.019) G_GAN: 4.102 G_L1: 3.548 D_real: 0.101 D_fake: 0.071 +(epoch: 92, iters: 48444, time: 0.294, data: 0.020) G_GAN: 4.061 G_L1: 3.670 D_real: 0.384 D_fake: 0.020 +(epoch: 92, iters: 48544, time: 0.575, data: 0.021) G_GAN: 4.498 G_L1: 3.725 D_real: 0.138 D_fake: 0.070 +(epoch: 92, iters: 48644, time: 0.290, data: 0.021) G_GAN: 4.295 G_L1: 3.019 D_real: 0.045 D_fake: 0.048 +(epoch: 92, iters: 48744, time: 0.295, data: 0.018) G_GAN: 5.633 G_L1: 3.158 D_real: 0.056 D_fake: 0.020 +(epoch: 92, iters: 48844, time: 0.301, data: 0.019) G_GAN: 4.053 G_L1: 4.332 D_real: 0.007 D_fake: 0.227 +(epoch: 92, iters: 48944, time: 0.417, data: 0.019) G_GAN: 5.304 G_L1: 3.852 D_real: 0.112 D_fake: 0.016 +(epoch: 92, iters: 49044, time: 0.296, data: 0.018) G_GAN: 4.119 G_L1: 3.444 D_real: 0.026 D_fake: 0.207 +(epoch: 92, iters: 49144, time: 0.289, data: 0.019) G_GAN: 7.360 G_L1: 5.836 D_real: 0.011 D_fake: 0.017 +(epoch: 92, iters: 49244, time: 0.301, data: 0.020) G_GAN: 4.053 G_L1: 4.831 D_real: 0.128 D_fake: 0.083 +(epoch: 92, iters: 49344, time: 0.371, data: 0.020) G_GAN: 3.178 G_L1: 3.093 D_real: 0.176 D_fake: 0.180 +(epoch: 92, iters: 49444, time: 0.298, data: 0.018) G_GAN: 4.858 G_L1: 4.634 D_real: 0.002 D_fake: 0.153 +(epoch: 92, iters: 49544, time: 0.292, data: 0.020) G_GAN: 3.786 G_L1: 3.985 D_real: 0.045 D_fake: 0.284 +(epoch: 92, iters: 49644, time: 0.295, data: 0.017) G_GAN: 4.677 G_L1: 4.892 D_real: 0.000 D_fake: 0.026 +(epoch: 92, iters: 49744, time: 0.409, data: 0.019) G_GAN: 3.967 G_L1: 3.580 D_real: 0.141 D_fake: 0.050 +(epoch: 92, iters: 49844, time: 0.301, data: 0.020) G_GAN: 5.236 G_L1: 3.521 D_real: 0.077 D_fake: 0.047 +(epoch: 92, iters: 49944, time: 0.298, data: 0.019) G_GAN: 5.998 G_L1: 5.169 D_real: 0.000 D_fake: 0.153 +(epoch: 92, iters: 50044, time: 0.289, data: 0.020) G_GAN: 3.947 G_L1: 3.735 D_real: 0.123 D_fake: 0.073 +(epoch: 92, iters: 50144, time: 0.414, data: 0.017) G_GAN: 5.913 G_L1: 4.829 D_real: 0.001 D_fake: 0.032 +(epoch: 92, iters: 50244, time: 0.302, data: 0.020) G_GAN: 5.802 G_L1: 5.637 D_real: 0.042 D_fake: 0.012 +(epoch: 92, iters: 50344, time: 0.290, data: 0.019) G_GAN: 3.838 G_L1: 3.013 D_real: 0.904 D_fake: 0.014 +(epoch: 92, iters: 50444, time: 0.293, data: 0.018) G_GAN: 5.840 G_L1: 9.180 D_real: 0.146 D_fake: 0.029 +(epoch: 92, iters: 50544, time: 0.555, data: 0.018) G_GAN: 3.591 G_L1: 3.502 D_real: 0.277 D_fake: 0.162 +(epoch: 92, iters: 50644, time: 0.300, data: 0.017) G_GAN: 5.565 G_L1: 5.830 D_real: 0.015 D_fake: 0.021 +(epoch: 92, iters: 50744, time: 0.300, data: 0.019) G_GAN: 5.541 G_L1: 3.364 D_real: 0.159 D_fake: 0.011 +(epoch: 92, iters: 50844, time: 0.292, data: 0.019) G_GAN: 4.211 G_L1: 3.669 D_real: 0.038 D_fake: 0.040 +(epoch: 92, iters: 50944, time: 0.386, data: 0.019) G_GAN: 3.979 G_L1: 2.544 D_real: 0.002 D_fake: 0.366 +(epoch: 92, iters: 51044, time: 0.295, data: 0.018) G_GAN: 3.900 G_L1: 2.682 D_real: 0.112 D_fake: 0.091 +(epoch: 92, iters: 51144, time: 0.294, data: 0.018) G_GAN: 3.999 G_L1: 4.513 D_real: 0.019 D_fake: 0.070 +(epoch: 92, iters: 51244, time: 0.286, data: 0.019) G_GAN: 5.009 G_L1: 3.770 D_real: 0.374 D_fake: 0.027 +(epoch: 92, iters: 51344, time: 0.404, data: 0.020) G_GAN: 3.785 G_L1: 3.564 D_real: 0.745 D_fake: 0.029 +(epoch: 92, iters: 51444, time: 0.304, data: 0.017) G_GAN: 4.569 G_L1: 3.440 D_real: 0.028 D_fake: 0.083 +(epoch: 92, iters: 51544, time: 0.279, data: 0.018) G_GAN: 5.711 G_L1: 4.172 D_real: 0.085 D_fake: 0.014 +(epoch: 92, iters: 51644, time: 0.296, data: 0.016) G_GAN: 3.743 G_L1: 3.348 D_real: 0.037 D_fake: 0.100 +(epoch: 92, iters: 51744, time: 0.398, data: 0.018) G_GAN: 4.994 G_L1: 5.214 D_real: 0.008 D_fake: 0.104 +(epoch: 92, iters: 51844, time: 0.300, data: 0.017) G_GAN: 3.628 G_L1: 3.105 D_real: 0.036 D_fake: 0.184 +(epoch: 92, iters: 51944, time: 0.300, data: 0.018) G_GAN: 3.428 G_L1: 4.306 D_real: 0.000 D_fake: 0.273 +(epoch: 92, iters: 52044, time: 0.294, data: 0.019) G_GAN: 5.278 G_L1: 6.386 D_real: 0.009 D_fake: 0.173 +(epoch: 92, iters: 52144, time: 0.405, data: 0.019) G_GAN: 4.097 G_L1: 4.280 D_real: 0.042 D_fake: 0.046 +(epoch: 92, iters: 52244, time: 0.292, data: 0.019) G_GAN: 5.671 G_L1: 3.289 D_real: 0.001 D_fake: 0.013 +(epoch: 92, iters: 52344, time: 0.302, data: 0.018) G_GAN: 4.985 G_L1: 4.910 D_real: 0.011 D_fake: 0.039 +(epoch: 92, iters: 52444, time: 0.291, data: 0.020) G_GAN: 5.012 G_L1: 4.736 D_real: 0.058 D_fake: 0.024 +(epoch: 92, iters: 52544, time: 0.574, data: 0.019) G_GAN: 4.589 G_L1: 3.016 D_real: 0.121 D_fake: 0.032 +(epoch: 92, iters: 52644, time: 0.302, data: 0.018) G_GAN: 5.581 G_L1: 5.952 D_real: 0.330 D_fake: 0.014 +(epoch: 92, iters: 52744, time: 0.299, data: 0.021) G_GAN: 4.431 G_L1: 4.380 D_real: 0.007 D_fake: 0.043 +(epoch: 92, iters: 52844, time: 0.301, data: 0.021) G_GAN: 4.893 G_L1: 3.294 D_real: 0.367 D_fake: 0.015 +(epoch: 92, iters: 52944, time: 0.379, data: 0.019) G_GAN: 4.994 G_L1: 3.060 D_real: 0.015 D_fake: 0.598 +(epoch: 92, iters: 53044, time: 0.304, data: 0.019) G_GAN: 4.538 G_L1: 4.004 D_real: 0.003 D_fake: 0.055 +(epoch: 92, iters: 53144, time: 0.293, data: 0.019) G_GAN: 3.589 G_L1: 4.208 D_real: 0.107 D_fake: 0.091 +(epoch: 92, iters: 53244, time: 0.292, data: 0.019) G_GAN: 5.400 G_L1: 3.512 D_real: 0.115 D_fake: 0.018 +(epoch: 92, iters: 53344, time: 0.406, data: 0.018) G_GAN: 4.776 G_L1: 4.326 D_real: 0.223 D_fake: 0.018 +(epoch: 92, iters: 53444, time: 0.292, data: 0.018) G_GAN: 4.741 G_L1: 5.731 D_real: 0.021 D_fake: 0.064 +(epoch: 92, iters: 53544, time: 0.290, data: 0.018) G_GAN: 5.738 G_L1: 5.818 D_real: 0.025 D_fake: 0.030 +(epoch: 92, iters: 53644, time: 0.298, data: 0.020) G_GAN: 3.072 G_L1: 2.248 D_real: 0.158 D_fake: 0.150 +(epoch: 92, iters: 53744, time: 0.390, data: 0.019) G_GAN: 4.590 G_L1: 3.001 D_real: 0.351 D_fake: 0.032 +(epoch: 92, iters: 53844, time: 0.287, data: 0.021) G_GAN: 4.791 G_L1: 3.301 D_real: 0.570 D_fake: 0.016 +(epoch: 92, iters: 53944, time: 0.288, data: 0.017) G_GAN: 4.993 G_L1: 5.533 D_real: 0.001 D_fake: 0.103 +(epoch: 92, iters: 54044, time: 0.293, data: 0.020) G_GAN: 3.736 G_L1: 3.249 D_real: 0.062 D_fake: 0.093 +(epoch: 92, iters: 54144, time: 0.409, data: 0.018) G_GAN: 4.839 G_L1: 3.488 D_real: 0.079 D_fake: 0.040 +(epoch: 92, iters: 54244, time: 0.286, data: 0.018) G_GAN: 3.788 G_L1: 4.838 D_real: 0.020 D_fake: 0.139 +(epoch: 92, iters: 54344, time: 0.289, data: 0.018) G_GAN: 5.997 G_L1: 4.671 D_real: 0.017 D_fake: 0.048 +(epoch: 92, iters: 54444, time: 0.295, data: 0.019) G_GAN: 2.945 G_L1: 3.386 D_real: 0.004 D_fake: 0.175 +(epoch: 92, iters: 54544, time: 0.609, data: 0.020) G_GAN: 4.185 G_L1: 6.822 D_real: 0.049 D_fake: 0.063 +(epoch: 92, iters: 54644, time: 0.299, data: 0.015) G_GAN: 3.752 G_L1: 4.724 D_real: 0.237 D_fake: 0.138 +(epoch: 92, iters: 54744, time: 0.295, data: 0.019) G_GAN: 4.867 G_L1: 3.475 D_real: 0.028 D_fake: 0.208 +(epoch: 92, iters: 54844, time: 0.300, data: 0.018) G_GAN: 2.913 G_L1: 3.346 D_real: 0.526 D_fake: 0.249 +(epoch: 92, iters: 54944, time: 0.411, data: 0.019) G_GAN: 5.360 G_L1: 3.935 D_real: 0.032 D_fake: 0.021 +(epoch: 92, iters: 55044, time: 0.297, data: 0.017) G_GAN: 5.570 G_L1: 4.547 D_real: 0.025 D_fake: 0.045 +(epoch: 92, iters: 55144, time: 0.283, data: 0.018) G_GAN: 4.182 G_L1: 2.899 D_real: 0.111 D_fake: 0.044 +(epoch: 92, iters: 55244, time: 0.299, data: 0.018) G_GAN: 3.748 G_L1: 2.727 D_real: 0.100 D_fake: 0.119 +(epoch: 92, iters: 55344, time: 0.397, data: 0.021) G_GAN: 6.085 G_L1: 3.077 D_real: 0.208 D_fake: 0.009 +(epoch: 92, iters: 55444, time: 0.290, data: 0.020) G_GAN: 4.175 G_L1: 2.466 D_real: 0.046 D_fake: 0.056 +(epoch: 92, iters: 55544, time: 0.299, data: 0.019) G_GAN: 2.901 G_L1: 3.306 D_real: 0.139 D_fake: 0.242 +(epoch: 92, iters: 55644, time: 0.296, data: 0.019) G_GAN: 4.973 G_L1: 3.946 D_real: 0.033 D_fake: 0.022 +(epoch: 92, iters: 55744, time: 0.405, data: 0.019) G_GAN: 4.447 G_L1: 3.491 D_real: 0.129 D_fake: 0.125 +(epoch: 92, iters: 55844, time: 0.280, data: 0.018) G_GAN: 4.240 G_L1: 3.687 D_real: 0.100 D_fake: 0.054 +(epoch: 92, iters: 55944, time: 0.279, data: 0.017) G_GAN: 5.592 G_L1: 3.983 D_real: 0.006 D_fake: 0.024 +(epoch: 92, iters: 56044, time: 0.278, data: 0.017) G_GAN: 4.536 G_L1: 3.599 D_real: 0.106 D_fake: 0.069 +(epoch: 92, iters: 56144, time: 0.385, data: 0.018) G_GAN: 6.284 G_L1: 4.999 D_real: 0.009 D_fake: 0.031 +(epoch: 92, iters: 56244, time: 0.288, data: 0.018) G_GAN: 6.194 G_L1: 2.431 D_real: 0.910 D_fake: 0.003 +(epoch: 92, iters: 56344, time: 0.276, data: 0.018) G_GAN: 5.863 G_L1: 4.504 D_real: 0.035 D_fake: 0.015 +(epoch: 92, iters: 56444, time: 0.292, data: 0.016) G_GAN: 6.593 G_L1: 3.451 D_real: 0.004 D_fake: 0.243 +(epoch: 92, iters: 56544, time: 0.618, data: 0.018) G_GAN: 3.300 G_L1: 2.738 D_real: 0.208 D_fake: 0.062 +(epoch: 92, iters: 56644, time: 0.298, data: 0.018) G_GAN: 6.218 G_L1: 7.378 D_real: 0.007 D_fake: 0.008 +(epoch: 92, iters: 56744, time: 0.296, data: 0.019) G_GAN: 3.945 G_L1: 4.776 D_real: 0.035 D_fake: 0.066 +(epoch: 92, iters: 56844, time: 0.294, data: 0.019) G_GAN: 4.996 G_L1: 3.866 D_real: 0.009 D_fake: 0.051 +(epoch: 92, iters: 56944, time: 0.418, data: 0.021) G_GAN: 5.696 G_L1: 3.039 D_real: 0.006 D_fake: 0.010 +(epoch: 92, iters: 57044, time: 0.283, data: 0.018) G_GAN: 5.375 G_L1: 2.761 D_real: 0.008 D_fake: 0.019 +(epoch: 92, iters: 57144, time: 0.302, data: 0.017) G_GAN: 5.995 G_L1: 6.565 D_real: 0.002 D_fake: 0.043 +(epoch: 92, iters: 57244, time: 0.294, data: 0.019) G_GAN: 4.078 G_L1: 3.346 D_real: 0.303 D_fake: 0.032 +(epoch: 92, iters: 57344, time: 0.379, data: 0.017) G_GAN: 4.032 G_L1: 4.000 D_real: 0.163 D_fake: 0.066 +(epoch: 92, iters: 57444, time: 0.298, data: 0.019) G_GAN: 3.791 G_L1: 3.434 D_real: 0.154 D_fake: 0.074 +(epoch: 92, iters: 57544, time: 0.284, data: 0.018) G_GAN: 4.968 G_L1: 4.810 D_real: 0.017 D_fake: 0.029 +(epoch: 92, iters: 57644, time: 0.300, data: 0.016) G_GAN: 3.964 G_L1: 3.399 D_real: 0.066 D_fake: 0.334 +(epoch: 92, iters: 57744, time: 0.380, data: 0.022) G_GAN: 4.266 G_L1: 3.074 D_real: 0.017 D_fake: 0.142 +(epoch: 92, iters: 57844, time: 0.287, data: 0.018) G_GAN: 4.259 G_L1: 5.276 D_real: 0.007 D_fake: 0.201 +(epoch: 92, iters: 57944, time: 0.299, data: 0.018) G_GAN: 4.159 G_L1: 3.558 D_real: 0.807 D_fake: 0.022 +(epoch: 92, iters: 58044, time: 0.289, data: 0.021) G_GAN: 4.696 G_L1: 2.760 D_real: 0.182 D_fake: 0.015 +(epoch: 92, iters: 58144, time: 0.411, data: 0.019) G_GAN: 5.020 G_L1: 3.906 D_real: 0.015 D_fake: 0.017 +(epoch: 92, iters: 58244, time: 0.292, data: 0.019) G_GAN: 4.200 G_L1: 4.314 D_real: 0.031 D_fake: 0.104 +(epoch: 92, iters: 58344, time: 0.300, data: 0.019) G_GAN: 6.460 G_L1: 3.635 D_real: 0.017 D_fake: 0.009 +(epoch: 92, iters: 58444, time: 0.305, data: 0.018) G_GAN: 4.090 G_L1: 4.333 D_real: 0.000 D_fake: 0.419 +(epoch: 92, iters: 58544, time: 0.640, data: 0.020) G_GAN: 5.527 G_L1: 5.889 D_real: 0.018 D_fake: 0.028 +(epoch: 92, iters: 58644, time: 0.284, data: 0.019) G_GAN: 4.998 G_L1: 4.426 D_real: 0.019 D_fake: 0.071 +(epoch: 92, iters: 58744, time: 0.292, data: 0.019) G_GAN: 5.667 G_L1: 5.238 D_real: 0.020 D_fake: 0.022 +(epoch: 92, iters: 58844, time: 0.308, data: 0.019) G_GAN: 4.189 G_L1: 3.987 D_real: 0.383 D_fake: 0.046 +(epoch: 92, iters: 58944, time: 0.411, data: 0.021) G_GAN: 5.289 G_L1: 3.853 D_real: 0.113 D_fake: 0.026 +(epoch: 92, iters: 59044, time: 0.302, data: 0.019) G_GAN: 5.461 G_L1: 3.969 D_real: 0.006 D_fake: 0.038 +(epoch: 92, iters: 59144, time: 0.292, data: 0.019) G_GAN: 3.738 G_L1: 3.036 D_real: 0.249 D_fake: 0.113 +(epoch: 92, iters: 59244, time: 0.296, data: 0.019) G_GAN: 4.844 G_L1: 2.581 D_real: 0.003 D_fake: 0.389 +(epoch: 92, iters: 59344, time: 0.405, data: 0.018) G_GAN: 5.282 G_L1: 3.056 D_real: 0.014 D_fake: 0.015 +(epoch: 92, iters: 59444, time: 0.296, data: 0.017) G_GAN: 6.132 G_L1: 4.397 D_real: 0.002 D_fake: 0.019 +(epoch: 92, iters: 59544, time: 0.288, data: 0.019) G_GAN: 3.686 G_L1: 4.407 D_real: 0.144 D_fake: 0.098 +(epoch: 92, iters: 59644, time: 0.295, data: 0.019) G_GAN: 7.440 G_L1: 4.337 D_real: 0.003 D_fake: 0.014 +(epoch: 92, iters: 59744, time: 0.396, data: 0.019) G_GAN: 6.399 G_L1: 3.710 D_real: 0.330 D_fake: 0.006 +(epoch: 92, iters: 59844, time: 0.288, data: 0.020) G_GAN: 3.694 G_L1: 3.421 D_real: 0.245 D_fake: 0.118 +(epoch: 92, iters: 59944, time: 0.280, data: 0.019) G_GAN: 2.933 G_L1: 3.642 D_real: 0.004 D_fake: 0.290 +(epoch: 93, iters: 28, time: 0.293, data: 0.016) G_GAN: 4.520 G_L1: 3.066 D_real: 0.027 D_fake: 0.148 +(epoch: 93, iters: 128, time: 0.627, data: 0.018) G_GAN: 4.125 G_L1: 4.197 D_real: 0.012 D_fake: 0.160 +(epoch: 93, iters: 228, time: 0.292, data: 0.020) G_GAN: 4.006 G_L1: 3.235 D_real: 0.355 D_fake: 0.035 +(epoch: 93, iters: 328, time: 0.295, data: 0.021) G_GAN: 5.932 G_L1: 6.077 D_real: 0.000 D_fake: 0.079 +(epoch: 93, iters: 428, time: 0.290, data: 0.020) G_GAN: 4.487 G_L1: 4.139 D_real: 0.003 D_fake: 0.110 +(epoch: 93, iters: 528, time: 0.637, data: 0.019) G_GAN: 5.557 G_L1: 4.187 D_real: 0.010 D_fake: 0.014 +(epoch: 93, iters: 628, time: 0.297, data: 0.019) G_GAN: 6.095 G_L1: 4.164 D_real: 0.098 D_fake: 0.017 +(epoch: 93, iters: 728, time: 0.295, data: 0.020) G_GAN: 4.467 G_L1: 4.290 D_real: 0.136 D_fake: 0.044 +(epoch: 93, iters: 828, time: 0.301, data: 0.019) G_GAN: 5.738 G_L1: 5.861 D_real: 0.018 D_fake: 0.031 +(epoch: 93, iters: 928, time: 0.415, data: 0.019) G_GAN: 3.461 G_L1: 5.138 D_real: 0.037 D_fake: 0.327 +(epoch: 93, iters: 1028, time: 0.281, data: 0.020) G_GAN: 7.020 G_L1: 5.013 D_real: 0.004 D_fake: 0.010 +(epoch: 93, iters: 1128, time: 0.293, data: 0.018) G_GAN: 5.085 G_L1: 3.826 D_real: 0.000 D_fake: 0.100 +(epoch: 93, iters: 1228, time: 0.303, data: 0.018) G_GAN: 5.906 G_L1: 5.416 D_real: 0.000 D_fake: 0.110 +(epoch: 93, iters: 1328, time: 0.412, data: 0.021) G_GAN: 5.317 G_L1: 2.461 D_real: 0.160 D_fake: 0.097 +(epoch: 93, iters: 1428, time: 0.305, data: 0.019) G_GAN: 5.291 G_L1: 3.596 D_real: 0.010 D_fake: 0.117 +(epoch: 93, iters: 1528, time: 0.302, data: 0.022) G_GAN: 4.102 G_L1: 2.952 D_real: 0.002 D_fake: 0.139 +(epoch: 93, iters: 1628, time: 0.292, data: 0.023) G_GAN: 4.809 G_L1: 2.058 D_real: 0.018 D_fake: 0.021 +(epoch: 93, iters: 1728, time: 0.417, data: 0.020) G_GAN: 5.161 G_L1: 2.907 D_real: 0.056 D_fake: 0.016 +(epoch: 93, iters: 1828, time: 0.291, data: 0.020) G_GAN: 5.935 G_L1: 3.642 D_real: 0.004 D_fake: 0.013 +(epoch: 93, iters: 1928, time: 0.294, data: 0.020) G_GAN: 6.107 G_L1: 8.866 D_real: 0.398 D_fake: 0.006 +(epoch: 93, iters: 2028, time: 0.302, data: 0.020) G_GAN: 4.827 G_L1: 4.127 D_real: 0.218 D_fake: 0.076 +(epoch: 93, iters: 2128, time: 0.415, data: 0.020) G_GAN: 3.583 G_L1: 5.420 D_real: 0.257 D_fake: 0.119 +(epoch: 93, iters: 2228, time: 0.283, data: 0.020) G_GAN: 5.146 G_L1: 3.854 D_real: 0.059 D_fake: 0.126 +(epoch: 93, iters: 2328, time: 0.293, data: 0.018) G_GAN: 5.735 G_L1: 7.041 D_real: 0.030 D_fake: 0.079 +(epoch: 93, iters: 2428, time: 0.296, data: 0.019) G_GAN: 4.814 G_L1: 9.027 D_real: 0.427 D_fake: 0.053 +(epoch: 93, iters: 2528, time: 0.569, data: 0.020) G_GAN: 6.462 G_L1: 3.103 D_real: 0.086 D_fake: 0.047 +(epoch: 93, iters: 2628, time: 0.289, data: 0.019) G_GAN: 5.799 G_L1: 5.152 D_real: 0.015 D_fake: 0.015 +(epoch: 93, iters: 2728, time: 0.303, data: 0.021) G_GAN: 4.239 G_L1: 3.133 D_real: 0.043 D_fake: 0.152 +(epoch: 93, iters: 2828, time: 0.304, data: 0.020) G_GAN: 5.597 G_L1: 3.535 D_real: 0.049 D_fake: 0.015 +(epoch: 93, iters: 2928, time: 0.383, data: 0.021) G_GAN: 4.836 G_L1: 5.067 D_real: 0.024 D_fake: 0.076 +(epoch: 93, iters: 3028, time: 0.288, data: 0.020) G_GAN: 4.329 G_L1: 3.782 D_real: 0.345 D_fake: 0.025 +(epoch: 93, iters: 3128, time: 0.279, data: 0.018) G_GAN: 5.029 G_L1: 3.648 D_real: 0.226 D_fake: 0.012 +(epoch: 93, iters: 3228, time: 0.303, data: 0.019) G_GAN: 5.027 G_L1: 4.928 D_real: 0.012 D_fake: 0.040 +(epoch: 93, iters: 3328, time: 0.397, data: 0.019) G_GAN: 6.152 G_L1: 4.061 D_real: 0.004 D_fake: 0.067 +(epoch: 93, iters: 3428, time: 0.298, data: 0.021) G_GAN: 4.445 G_L1: 2.807 D_real: 0.217 D_fake: 0.019 +(epoch: 93, iters: 3528, time: 0.304, data: 0.020) G_GAN: 3.358 G_L1: 2.119 D_real: 0.068 D_fake: 0.176 +(epoch: 93, iters: 3628, time: 0.293, data: 0.020) G_GAN: 6.574 G_L1: 3.852 D_real: 0.047 D_fake: 0.010 +(epoch: 93, iters: 3728, time: 0.405, data: 0.020) G_GAN: 4.474 G_L1: 3.883 D_real: 0.033 D_fake: 0.065 +(epoch: 93, iters: 3828, time: 0.304, data: 0.019) G_GAN: 6.757 G_L1: 7.053 D_real: 0.003 D_fake: 0.028 +(epoch: 93, iters: 3928, time: 0.288, data: 0.021) G_GAN: 5.356 G_L1: 4.174 D_real: 0.032 D_fake: 0.028 +(epoch: 93, iters: 4028, time: 0.303, data: 0.019) G_GAN: 3.892 G_L1: 3.733 D_real: 0.145 D_fake: 0.082 +(epoch: 93, iters: 4128, time: 0.424, data: 0.025) G_GAN: 4.424 G_L1: 3.338 D_real: 0.053 D_fake: 0.100 +(epoch: 93, iters: 4228, time: 0.295, data: 0.021) G_GAN: 5.950 G_L1: 3.875 D_real: 0.003 D_fake: 0.032 +(epoch: 93, iters: 4328, time: 0.284, data: 0.019) G_GAN: 3.951 G_L1: 4.899 D_real: 0.296 D_fake: 0.037 +(epoch: 93, iters: 4428, time: 0.292, data: 0.018) G_GAN: 5.964 G_L1: 4.507 D_real: 0.009 D_fake: 0.024 +(epoch: 93, iters: 4528, time: 0.636, data: 0.017) G_GAN: 6.263 G_L1: 3.402 D_real: 0.178 D_fake: 0.009 +(epoch: 93, iters: 4628, time: 0.293, data: 0.021) G_GAN: 3.294 G_L1: 2.406 D_real: 0.002 D_fake: 0.136 +(epoch: 93, iters: 4728, time: 0.287, data: 0.019) G_GAN: 4.694 G_L1: 4.209 D_real: 0.005 D_fake: 0.114 +(epoch: 93, iters: 4828, time: 0.271, data: 0.021) G_GAN: 6.281 G_L1: 3.191 D_real: 0.138 D_fake: 0.027 +(epoch: 93, iters: 4928, time: 0.399, data: 0.016) G_GAN: 4.561 G_L1: 8.848 D_real: 0.003 D_fake: 0.118 +(epoch: 93, iters: 5028, time: 0.301, data: 0.019) G_GAN: 4.650 G_L1: 3.458 D_real: 0.237 D_fake: 0.046 +(epoch: 93, iters: 5128, time: 0.302, data: 0.019) G_GAN: 4.013 G_L1: 3.128 D_real: 0.035 D_fake: 0.045 +(epoch: 93, iters: 5228, time: 0.301, data: 0.018) G_GAN: 4.071 G_L1: 3.147 D_real: 0.101 D_fake: 0.040 +(epoch: 93, iters: 5328, time: 0.391, data: 0.019) G_GAN: 3.783 G_L1: 2.847 D_real: 0.000 D_fake: 0.237 +(epoch: 93, iters: 5428, time: 0.303, data: 0.019) G_GAN: 4.371 G_L1: 3.486 D_real: 0.069 D_fake: 0.038 +(epoch: 93, iters: 5528, time: 0.288, data: 0.021) G_GAN: 4.943 G_L1: 2.980 D_real: 0.017 D_fake: 0.058 +(epoch: 93, iters: 5628, time: 0.305, data: 0.017) G_GAN: 5.725 G_L1: 3.312 D_real: 0.489 D_fake: 0.006 +(epoch: 93, iters: 5728, time: 0.418, data: 0.019) G_GAN: 3.998 G_L1: 3.129 D_real: 0.005 D_fake: 0.085 +(epoch: 93, iters: 5828, time: 0.300, data: 0.019) G_GAN: 6.710 G_L1: 6.424 D_real: 0.001 D_fake: 0.037 +(epoch: 93, iters: 5928, time: 0.305, data: 0.019) G_GAN: 3.628 G_L1: 3.052 D_real: 0.196 D_fake: 0.095 +(epoch: 93, iters: 6028, time: 0.290, data: 0.019) G_GAN: 4.498 G_L1: 3.310 D_real: 0.110 D_fake: 0.058 +(epoch: 93, iters: 6128, time: 0.417, data: 0.018) G_GAN: 3.760 G_L1: 2.596 D_real: 0.138 D_fake: 0.046 +(epoch: 93, iters: 6228, time: 0.293, data: 0.017) G_GAN: 4.666 G_L1: 3.401 D_real: 0.008 D_fake: 0.027 +(epoch: 93, iters: 6328, time: 0.300, data: 0.017) G_GAN: 5.001 G_L1: 3.043 D_real: 0.216 D_fake: 0.107 +(epoch: 93, iters: 6428, time: 0.292, data: 0.018) G_GAN: 4.906 G_L1: 3.407 D_real: 0.001 D_fake: 0.038 +(epoch: 93, iters: 6528, time: 0.608, data: 0.018) G_GAN: 3.212 G_L1: 3.564 D_real: 0.143 D_fake: 0.138 +(epoch: 93, iters: 6628, time: 0.301, data: 0.018) G_GAN: 3.966 G_L1: 3.395 D_real: 0.027 D_fake: 0.356 +(epoch: 93, iters: 6728, time: 0.286, data: 0.018) G_GAN: 3.640 G_L1: 3.169 D_real: 0.093 D_fake: 0.130 +(epoch: 93, iters: 6828, time: 0.300, data: 0.017) G_GAN: 6.163 G_L1: 4.308 D_real: 0.138 D_fake: 0.005 +(epoch: 93, iters: 6928, time: 0.411, data: 0.019) G_GAN: 4.023 G_L1: 7.968 D_real: 0.077 D_fake: 0.093 +(epoch: 93, iters: 7028, time: 0.303, data: 0.018) G_GAN: 4.778 G_L1: 4.161 D_real: 0.419 D_fake: 0.033 +(epoch: 93, iters: 7128, time: 0.300, data: 0.017) G_GAN: 4.875 G_L1: 4.907 D_real: 0.011 D_fake: 0.072 +(epoch: 93, iters: 7228, time: 0.301, data: 0.018) G_GAN: 4.638 G_L1: 3.762 D_real: 0.040 D_fake: 0.066 +(epoch: 93, iters: 7328, time: 0.415, data: 0.018) G_GAN: 3.264 G_L1: 2.756 D_real: 0.041 D_fake: 0.071 +(epoch: 93, iters: 7428, time: 0.297, data: 0.018) G_GAN: 5.057 G_L1: 4.268 D_real: 0.035 D_fake: 0.040 +(epoch: 93, iters: 7528, time: 0.305, data: 0.016) G_GAN: 5.100 G_L1: 2.659 D_real: 0.053 D_fake: 0.035 +(epoch: 93, iters: 7628, time: 0.299, data: 0.018) G_GAN: 5.682 G_L1: 4.306 D_real: 0.002 D_fake: 0.024 +(epoch: 93, iters: 7728, time: 0.375, data: 0.019) G_GAN: 3.933 G_L1: 3.034 D_real: 0.195 D_fake: 0.137 +(epoch: 93, iters: 7828, time: 0.295, data: 0.015) G_GAN: 6.414 G_L1: 5.566 D_real: 0.005 D_fake: 0.009 +(epoch: 93, iters: 7928, time: 0.301, data: 0.021) G_GAN: 5.533 G_L1: 3.453 D_real: 0.035 D_fake: 0.011 +(epoch: 93, iters: 8028, time: 0.303, data: 0.018) G_GAN: 3.474 G_L1: 4.066 D_real: 0.013 D_fake: 0.173 +(epoch: 93, iters: 8128, time: 0.396, data: 0.018) G_GAN: 7.329 G_L1: 4.388 D_real: 0.001 D_fake: 0.003 +(epoch: 93, iters: 8228, time: 0.304, data: 0.018) G_GAN: 7.658 G_L1: 5.494 D_real: 0.001 D_fake: 0.006 +(epoch: 93, iters: 8328, time: 0.303, data: 0.018) G_GAN: 4.094 G_L1: 3.125 D_real: 0.225 D_fake: 0.050 +(epoch: 93, iters: 8428, time: 0.294, data: 0.020) G_GAN: 5.365 G_L1: 4.029 D_real: 0.038 D_fake: 0.026 +(epoch: 93, iters: 8528, time: 0.553, data: 0.017) G_GAN: 5.771 G_L1: 3.272 D_real: 0.005 D_fake: 0.017 +(epoch: 93, iters: 8628, time: 0.290, data: 0.019) G_GAN: 4.105 G_L1: 3.084 D_real: 0.020 D_fake: 0.067 +(epoch: 93, iters: 8728, time: 0.303, data: 0.017) G_GAN: 5.672 G_L1: 2.722 D_real: 0.072 D_fake: 0.062 +(epoch: 93, iters: 8828, time: 0.295, data: 0.019) G_GAN: 7.429 G_L1: 2.041 D_real: 0.009 D_fake: 0.016 +(epoch: 93, iters: 8928, time: 0.416, data: 0.020) G_GAN: 3.917 G_L1: 3.832 D_real: 0.034 D_fake: 0.086 +(epoch: 93, iters: 9028, time: 0.300, data: 0.018) G_GAN: 6.276 G_L1: 4.260 D_real: 0.005 D_fake: 0.041 +(epoch: 93, iters: 9128, time: 0.282, data: 0.019) G_GAN: 5.466 G_L1: 5.406 D_real: 0.001 D_fake: 0.030 +(epoch: 93, iters: 9228, time: 0.294, data: 0.018) G_GAN: 4.210 G_L1: 4.345 D_real: 0.219 D_fake: 0.050 +(epoch: 93, iters: 9328, time: 0.413, data: 0.021) G_GAN: 5.773 G_L1: 3.494 D_real: 0.005 D_fake: 0.010 +(epoch: 93, iters: 9428, time: 0.302, data: 0.020) G_GAN: 4.034 G_L1: 2.658 D_real: 0.027 D_fake: 0.066 +(epoch: 93, iters: 9528, time: 0.293, data: 0.019) G_GAN: 2.868 G_L1: 3.430 D_real: 0.002 D_fake: 0.238 +(epoch: 93, iters: 9628, time: 0.299, data: 0.018) G_GAN: 5.607 G_L1: 2.576 D_real: 0.031 D_fake: 0.019 +(epoch: 93, iters: 9728, time: 0.385, data: 0.019) G_GAN: 5.227 G_L1: 5.234 D_real: 0.018 D_fake: 0.039 +(epoch: 93, iters: 9828, time: 0.298, data: 0.019) G_GAN: 5.562 G_L1: 3.248 D_real: 0.022 D_fake: 0.039 +(epoch: 93, iters: 9928, time: 0.296, data: 0.018) G_GAN: 4.640 G_L1: 4.275 D_real: 0.001 D_fake: 0.034 +(epoch: 93, iters: 10028, time: 0.298, data: 0.019) G_GAN: 4.255 G_L1: 4.685 D_real: 0.620 D_fake: 0.049 +(epoch: 93, iters: 10128, time: 0.419, data: 0.019) G_GAN: 4.045 G_L1: 3.606 D_real: 0.006 D_fake: 0.147 +(epoch: 93, iters: 10228, time: 0.310, data: 0.020) G_GAN: 4.489 G_L1: 6.189 D_real: 0.003 D_fake: 0.038 +(epoch: 93, iters: 10328, time: 0.299, data: 0.019) G_GAN: 3.554 G_L1: 3.979 D_real: 0.158 D_fake: 0.083 +(epoch: 93, iters: 10428, time: 0.303, data: 0.018) G_GAN: 7.383 G_L1: 4.815 D_real: 0.456 D_fake: 0.002 +(epoch: 93, iters: 10528, time: 0.633, data: 0.019) G_GAN: 4.689 G_L1: 3.413 D_real: 0.105 D_fake: 0.048 +(epoch: 93, iters: 10628, time: 0.295, data: 0.020) G_GAN: 5.498 G_L1: 5.602 D_real: 0.010 D_fake: 0.066 +(epoch: 93, iters: 10728, time: 0.308, data: 0.019) G_GAN: 3.793 G_L1: 3.390 D_real: 0.030 D_fake: 0.097 +(epoch: 93, iters: 10828, time: 0.295, data: 0.020) G_GAN: 6.586 G_L1: 4.441 D_real: 0.057 D_fake: 0.013 +(epoch: 93, iters: 10928, time: 0.409, data: 0.020) G_GAN: 4.785 G_L1: 2.762 D_real: 0.834 D_fake: 0.009 +(epoch: 93, iters: 11028, time: 0.291, data: 0.018) G_GAN: 4.754 G_L1: 4.653 D_real: 0.001 D_fake: 0.065 +(epoch: 93, iters: 11128, time: 0.295, data: 0.018) G_GAN: 4.260 G_L1: 3.171 D_real: 0.530 D_fake: 0.038 +(epoch: 93, iters: 11228, time: 0.301, data: 0.020) G_GAN: 6.014 G_L1: 3.468 D_real: 0.051 D_fake: 0.025 +(epoch: 93, iters: 11328, time: 0.410, data: 0.019) G_GAN: 5.508 G_L1: 5.946 D_real: 0.063 D_fake: 0.326 +(epoch: 93, iters: 11428, time: 0.300, data: 0.022) G_GAN: 5.032 G_L1: 4.013 D_real: 0.004 D_fake: 0.097 +(epoch: 93, iters: 11528, time: 0.295, data: 0.020) G_GAN: 4.927 G_L1: 4.438 D_real: 0.029 D_fake: 0.048 +(epoch: 93, iters: 11628, time: 0.302, data: 0.019) G_GAN: 4.048 G_L1: 3.380 D_real: 0.194 D_fake: 0.048 +(epoch: 93, iters: 11728, time: 0.416, data: 0.020) G_GAN: 4.398 G_L1: 3.737 D_real: 0.055 D_fake: 0.041 +(epoch: 93, iters: 11828, time: 0.308, data: 0.022) G_GAN: 4.095 G_L1: 4.475 D_real: 0.260 D_fake: 0.026 +(epoch: 93, iters: 11928, time: 0.293, data: 0.019) G_GAN: 4.232 G_L1: 3.936 D_real: 0.196 D_fake: 0.036 +(epoch: 93, iters: 12028, time: 0.305, data: 0.021) G_GAN: 6.574 G_L1: 4.749 D_real: 0.001 D_fake: 0.007 +(epoch: 93, iters: 12128, time: 0.425, data: 0.020) G_GAN: 4.324 G_L1: 4.169 D_real: 0.012 D_fake: 0.060 +(epoch: 93, iters: 12228, time: 0.295, data: 0.018) G_GAN: 6.685 G_L1: 5.875 D_real: 0.001 D_fake: 0.015 +(epoch: 93, iters: 12328, time: 0.295, data: 0.022) G_GAN: 4.310 G_L1: 4.185 D_real: 0.245 D_fake: 0.112 +(epoch: 93, iters: 12428, time: 0.303, data: 0.019) G_GAN: 4.847 G_L1: 4.173 D_real: 0.196 D_fake: 0.017 +(epoch: 93, iters: 12528, time: 0.658, data: 0.022) G_GAN: 4.064 G_L1: 3.465 D_real: 0.071 D_fake: 0.050 +(epoch: 93, iters: 12628, time: 0.297, data: 0.018) G_GAN: 4.244 G_L1: 3.421 D_real: 0.001 D_fake: 0.058 +(epoch: 93, iters: 12728, time: 0.290, data: 0.020) G_GAN: 4.650 G_L1: 4.949 D_real: 0.006 D_fake: 0.091 +(epoch: 93, iters: 12828, time: 0.297, data: 0.020) G_GAN: 7.499 G_L1: 5.166 D_real: 0.001 D_fake: 0.005 +(epoch: 93, iters: 12928, time: 0.419, data: 0.019) G_GAN: 3.927 G_L1: 3.990 D_real: 0.265 D_fake: 0.054 +(epoch: 93, iters: 13028, time: 0.301, data: 0.019) G_GAN: 4.543 G_L1: 3.929 D_real: 0.160 D_fake: 0.023 +(epoch: 93, iters: 13128, time: 0.296, data: 0.019) G_GAN: 6.416 G_L1: 3.946 D_real: 0.064 D_fake: 0.013 +(epoch: 93, iters: 13228, time: 0.296, data: 0.017) G_GAN: 5.250 G_L1: 9.076 D_real: 0.003 D_fake: 0.122 +(epoch: 93, iters: 13328, time: 0.403, data: 0.020) G_GAN: 5.100 G_L1: 3.483 D_real: 0.009 D_fake: 0.029 +(epoch: 93, iters: 13428, time: 0.300, data: 0.019) G_GAN: 6.113 G_L1: 4.790 D_real: 0.031 D_fake: 0.008 +(epoch: 93, iters: 13528, time: 0.303, data: 0.021) G_GAN: 4.005 G_L1: 3.072 D_real: 0.110 D_fake: 0.038 +(epoch: 93, iters: 13628, time: 0.304, data: 0.021) G_GAN: 3.762 G_L1: 2.328 D_real: 0.085 D_fake: 0.088 +(epoch: 93, iters: 13728, time: 0.417, data: 0.022) G_GAN: 3.296 G_L1: 3.117 D_real: 0.126 D_fake: 0.070 +(epoch: 93, iters: 13828, time: 0.282, data: 0.020) G_GAN: 4.710 G_L1: 3.651 D_real: 0.041 D_fake: 0.035 +(epoch: 93, iters: 13928, time: 0.295, data: 0.017) G_GAN: 4.009 G_L1: 3.070 D_real: 0.004 D_fake: 0.087 +(epoch: 93, iters: 14028, time: 0.295, data: 0.019) G_GAN: 6.320 G_L1: 3.870 D_real: 0.006 D_fake: 0.097 +(epoch: 93, iters: 14128, time: 0.400, data: 0.019) G_GAN: 5.441 G_L1: 4.264 D_real: 0.003 D_fake: 0.026 +(epoch: 93, iters: 14228, time: 0.293, data: 0.019) G_GAN: 6.063 G_L1: 2.794 D_real: 0.010 D_fake: 0.010 +(epoch: 93, iters: 14328, time: 0.303, data: 0.018) G_GAN: 4.256 G_L1: 3.878 D_real: 0.015 D_fake: 0.061 +(epoch: 93, iters: 14428, time: 0.296, data: 0.020) G_GAN: 4.140 G_L1: 3.146 D_real: 0.295 D_fake: 0.037 +(epoch: 93, iters: 14528, time: 0.669, data: 0.021) G_GAN: 7.796 G_L1: 9.812 D_real: 0.005 D_fake: 0.006 +(epoch: 93, iters: 14628, time: 0.286, data: 0.017) G_GAN: 5.858 G_L1: 3.876 D_real: 0.000 D_fake: 0.024 +(epoch: 93, iters: 14728, time: 0.305, data: 0.018) G_GAN: 4.318 G_L1: 3.386 D_real: 0.006 D_fake: 0.116 +(epoch: 93, iters: 14828, time: 0.307, data: 0.019) G_GAN: 4.084 G_L1: 4.164 D_real: 0.055 D_fake: 0.161 +(epoch: 93, iters: 14928, time: 0.415, data: 0.020) G_GAN: 4.707 G_L1: 3.455 D_real: 0.002 D_fake: 0.038 +(epoch: 93, iters: 15028, time: 0.304, data: 0.017) G_GAN: 4.742 G_L1: 3.249 D_real: 0.241 D_fake: 0.023 +(epoch: 93, iters: 15128, time: 0.291, data: 0.018) G_GAN: 5.231 G_L1: 4.760 D_real: 0.164 D_fake: 0.111 +(epoch: 93, iters: 15228, time: 0.303, data: 0.020) G_GAN: 3.774 G_L1: 3.114 D_real: 0.156 D_fake: 0.059 +(epoch: 93, iters: 15328, time: 0.404, data: 0.020) G_GAN: 3.513 G_L1: 3.102 D_real: 0.000 D_fake: 0.303 +(epoch: 93, iters: 15428, time: 0.303, data: 0.019) G_GAN: 3.341 G_L1: 2.971 D_real: 0.407 D_fake: 0.047 +(epoch: 93, iters: 15528, time: 0.301, data: 0.021) G_GAN: 6.133 G_L1: 6.298 D_real: 0.050 D_fake: 0.010 +(epoch: 93, iters: 15628, time: 0.305, data: 0.020) G_GAN: 6.322 G_L1: 4.643 D_real: 0.000 D_fake: 0.006 +(epoch: 93, iters: 15728, time: 0.412, data: 0.019) G_GAN: 4.990 G_L1: 3.992 D_real: 0.188 D_fake: 0.021 +(epoch: 93, iters: 15828, time: 0.296, data: 0.020) G_GAN: 6.363 G_L1: 4.105 D_real: 0.022 D_fake: 0.088 +(epoch: 93, iters: 15928, time: 0.292, data: 0.019) G_GAN: 4.641 G_L1: 3.173 D_real: 0.026 D_fake: 0.032 +(epoch: 93, iters: 16028, time: 0.284, data: 0.020) G_GAN: 5.553 G_L1: 3.430 D_real: 0.064 D_fake: 0.054 +(epoch: 93, iters: 16128, time: 0.420, data: 0.020) G_GAN: 5.138 G_L1: 3.573 D_real: 0.090 D_fake: 0.019 +(epoch: 93, iters: 16228, time: 0.301, data: 0.020) G_GAN: 5.265 G_L1: 3.979 D_real: 0.230 D_fake: 0.048 +(epoch: 93, iters: 16328, time: 0.303, data: 0.020) G_GAN: 5.449 G_L1: 3.625 D_real: 0.010 D_fake: 0.017 +(epoch: 93, iters: 16428, time: 0.298, data: 0.020) G_GAN: 5.305 G_L1: 4.795 D_real: 0.025 D_fake: 0.081 +(epoch: 93, iters: 16528, time: 0.637, data: 0.018) G_GAN: 4.709 G_L1: 3.131 D_real: 0.000 D_fake: 0.074 +(epoch: 93, iters: 16628, time: 0.303, data: 0.022) G_GAN: 3.435 G_L1: 4.209 D_real: 0.021 D_fake: 0.300 +(epoch: 93, iters: 16728, time: 0.303, data: 0.024) G_GAN: 4.764 G_L1: 5.126 D_real: 0.131 D_fake: 0.030 +(epoch: 93, iters: 16828, time: 0.292, data: 0.022) G_GAN: 4.241 G_L1: 3.459 D_real: 0.028 D_fake: 0.146 +(epoch: 93, iters: 16928, time: 0.365, data: 0.018) G_GAN: 3.579 G_L1: 2.643 D_real: 0.017 D_fake: 0.239 +(epoch: 93, iters: 17028, time: 0.293, data: 0.018) G_GAN: 5.691 G_L1: 3.848 D_real: 0.133 D_fake: 0.069 +(epoch: 93, iters: 17128, time: 0.292, data: 0.019) G_GAN: 5.016 G_L1: 4.885 D_real: 0.098 D_fake: 0.019 +(epoch: 93, iters: 17228, time: 0.291, data: 0.021) G_GAN: 5.316 G_L1: 5.263 D_real: 0.010 D_fake: 0.026 +(epoch: 93, iters: 17328, time: 0.408, data: 0.019) G_GAN: 5.834 G_L1: 3.804 D_real: 0.007 D_fake: 0.015 +(epoch: 93, iters: 17428, time: 0.302, data: 0.020) G_GAN: 5.458 G_L1: 4.983 D_real: 0.005 D_fake: 0.093 +(epoch: 93, iters: 17528, time: 0.292, data: 0.021) G_GAN: 3.981 G_L1: 3.073 D_real: 0.157 D_fake: 0.051 +(epoch: 93, iters: 17628, time: 0.295, data: 0.019) G_GAN: 4.807 G_L1: 2.842 D_real: 0.032 D_fake: 0.038 +(epoch: 93, iters: 17728, time: 0.412, data: 0.019) G_GAN: 3.855 G_L1: 4.045 D_real: 0.009 D_fake: 0.107 +(epoch: 93, iters: 17828, time: 0.295, data: 0.020) G_GAN: 4.789 G_L1: 3.024 D_real: 0.123 D_fake: 0.061 +(epoch: 93, iters: 17928, time: 0.297, data: 0.019) G_GAN: 4.069 G_L1: 3.449 D_real: 0.026 D_fake: 0.055 +(epoch: 93, iters: 18028, time: 0.295, data: 0.021) G_GAN: 4.304 G_L1: 4.530 D_real: 0.034 D_fake: 0.202 +(epoch: 93, iters: 18128, time: 0.406, data: 0.019) G_GAN: 4.401 G_L1: 3.690 D_real: 0.003 D_fake: 0.127 +(epoch: 93, iters: 18228, time: 0.306, data: 0.017) G_GAN: 4.025 G_L1: 4.309 D_real: 0.001 D_fake: 0.050 +(epoch: 93, iters: 18328, time: 0.299, data: 0.019) G_GAN: 3.632 G_L1: 3.137 D_real: 0.175 D_fake: 0.074 +(epoch: 93, iters: 18428, time: 0.294, data: 0.019) G_GAN: 5.311 G_L1: 3.186 D_real: 0.016 D_fake: 0.043 +(epoch: 93, iters: 18528, time: 0.668, data: 0.019) G_GAN: 5.018 G_L1: 5.149 D_real: 0.000 D_fake: 0.035 +(epoch: 93, iters: 18628, time: 0.290, data: 0.020) G_GAN: 4.851 G_L1: 4.401 D_real: 0.633 D_fake: 0.036 +(epoch: 93, iters: 18728, time: 0.294, data: 0.019) G_GAN: 4.503 G_L1: 4.705 D_real: 0.005 D_fake: 0.142 +(epoch: 93, iters: 18828, time: 0.292, data: 0.018) G_GAN: 2.277 G_L1: 3.554 D_real: 0.296 D_fake: 0.240 +(epoch: 93, iters: 18928, time: 0.398, data: 0.020) G_GAN: 4.046 G_L1: 3.032 D_real: 0.394 D_fake: 0.030 +(epoch: 93, iters: 19028, time: 0.294, data: 0.018) G_GAN: 5.621 G_L1: 6.394 D_real: 0.030 D_fake: 0.084 +(epoch: 93, iters: 19128, time: 0.295, data: 0.019) G_GAN: 2.788 G_L1: 2.164 D_real: 0.752 D_fake: 0.113 +(epoch: 93, iters: 19228, time: 0.302, data: 0.018) G_GAN: 4.568 G_L1: 5.540 D_real: 0.329 D_fake: 0.185 +(epoch: 93, iters: 19328, time: 0.396, data: 0.017) G_GAN: 4.642 G_L1: 3.849 D_real: 0.164 D_fake: 0.051 +(epoch: 93, iters: 19428, time: 0.294, data: 0.018) G_GAN: 5.893 G_L1: 5.016 D_real: 0.059 D_fake: 0.052 +(epoch: 93, iters: 19528, time: 0.282, data: 0.019) G_GAN: 5.177 G_L1: 3.902 D_real: 0.344 D_fake: 0.042 +(epoch: 93, iters: 19628, time: 0.287, data: 0.017) G_GAN: 3.541 G_L1: 3.680 D_real: 0.000 D_fake: 0.223 +(epoch: 93, iters: 19728, time: 0.385, data: 0.018) G_GAN: 3.677 G_L1: 3.271 D_real: 0.002 D_fake: 0.375 +(epoch: 93, iters: 19828, time: 0.287, data: 0.015) G_GAN: 4.598 G_L1: 3.564 D_real: 0.014 D_fake: 0.084 +(epoch: 93, iters: 19928, time: 0.280, data: 0.018) G_GAN: 3.435 G_L1: 3.134 D_real: 0.119 D_fake: 0.117 +(epoch: 93, iters: 20028, time: 0.301, data: 0.018) G_GAN: 2.566 G_L1: 3.523 D_real: 0.337 D_fake: 0.132 +(epoch: 93, iters: 20128, time: 0.393, data: 0.021) G_GAN: 4.761 G_L1: 3.507 D_real: 0.046 D_fake: 0.034 +(epoch: 93, iters: 20228, time: 0.277, data: 0.018) G_GAN: 3.165 G_L1: 3.232 D_real: 0.174 D_fake: 0.186 +(epoch: 93, iters: 20328, time: 0.281, data: 0.018) G_GAN: 5.440 G_L1: 3.997 D_real: 0.018 D_fake: 0.037 +(epoch: 93, iters: 20428, time: 0.274, data: 0.018) G_GAN: 4.457 G_L1: 3.341 D_real: 0.050 D_fake: 0.060 +(epoch: 93, iters: 20528, time: 0.658, data: 0.017) G_GAN: 4.452 G_L1: 3.565 D_real: 0.587 D_fake: 0.012 +(epoch: 93, iters: 20628, time: 0.296, data: 0.019) G_GAN: 4.954 G_L1: 3.379 D_real: 0.138 D_fake: 0.051 +(epoch: 93, iters: 20728, time: 0.282, data: 0.020) G_GAN: 4.527 G_L1: 4.088 D_real: 0.000 D_fake: 0.044 +(epoch: 93, iters: 20828, time: 0.293, data: 0.019) G_GAN: 3.450 G_L1: 2.783 D_real: 0.005 D_fake: 0.231 +(epoch: 93, iters: 20928, time: 0.396, data: 0.019) G_GAN: 4.981 G_L1: 3.617 D_real: 0.002 D_fake: 0.030 +(epoch: 93, iters: 21028, time: 0.301, data: 0.016) G_GAN: 4.718 G_L1: 5.448 D_real: 0.051 D_fake: 0.079 +(epoch: 93, iters: 21128, time: 0.280, data: 0.018) G_GAN: 5.735 G_L1: 3.020 D_real: 0.026 D_fake: 0.021 +(epoch: 93, iters: 21228, time: 0.276, data: 0.017) G_GAN: 5.378 G_L1: 3.509 D_real: 0.000 D_fake: 0.220 +(epoch: 93, iters: 21328, time: 0.365, data: 0.017) G_GAN: 5.528 G_L1: 4.050 D_real: 0.031 D_fake: 0.033 +(epoch: 93, iters: 21428, time: 0.289, data: 0.016) G_GAN: 4.306 G_L1: 4.397 D_real: 0.057 D_fake: 0.056 +(epoch: 93, iters: 21528, time: 0.285, data: 0.018) G_GAN: 5.156 G_L1: 3.722 D_real: 0.021 D_fake: 0.020 +(epoch: 93, iters: 21628, time: 0.292, data: 0.018) G_GAN: 3.883 G_L1: 3.532 D_real: 0.142 D_fake: 0.140 +(epoch: 93, iters: 21728, time: 0.401, data: 0.019) G_GAN: 5.218 G_L1: 3.279 D_real: 0.026 D_fake: 0.031 +(epoch: 93, iters: 21828, time: 0.289, data: 0.019) G_GAN: 5.122 G_L1: 4.934 D_real: 0.003 D_fake: 0.086 +(epoch: 93, iters: 21928, time: 0.297, data: 0.019) G_GAN: 3.724 G_L1: 3.283 D_real: 0.326 D_fake: 0.077 +(epoch: 93, iters: 22028, time: 0.295, data: 0.018) G_GAN: 7.154 G_L1: 2.891 D_real: 0.076 D_fake: 0.006 +(epoch: 93, iters: 22128, time: 0.403, data: 0.018) G_GAN: 4.648 G_L1: 5.647 D_real: 0.030 D_fake: 0.044 +(epoch: 93, iters: 22228, time: 0.297, data: 0.017) G_GAN: 3.329 G_L1: 3.777 D_real: 0.275 D_fake: 0.199 +(epoch: 93, iters: 22328, time: 0.283, data: 0.020) G_GAN: 4.716 G_L1: 3.109 D_real: 0.206 D_fake: 0.052 +(epoch: 93, iters: 22428, time: 0.289, data: 0.016) G_GAN: 3.912 G_L1: 2.633 D_real: 0.033 D_fake: 0.081 +(epoch: 93, iters: 22528, time: 0.617, data: 0.018) G_GAN: 4.741 G_L1: 6.891 D_real: 0.025 D_fake: 0.041 +(epoch: 93, iters: 22628, time: 0.290, data: 0.017) G_GAN: 4.203 G_L1: 4.026 D_real: 0.210 D_fake: 0.022 +(epoch: 93, iters: 22728, time: 0.297, data: 0.019) G_GAN: 3.824 G_L1: 3.404 D_real: 0.368 D_fake: 0.038 +(epoch: 93, iters: 22828, time: 0.287, data: 0.019) G_GAN: 4.420 G_L1: 2.752 D_real: 0.063 D_fake: 0.222 +(epoch: 93, iters: 22928, time: 0.400, data: 0.019) G_GAN: 5.575 G_L1: 3.130 D_real: 0.018 D_fake: 0.031 +(epoch: 93, iters: 23028, time: 0.292, data: 0.016) G_GAN: 3.740 G_L1: 2.818 D_real: 0.003 D_fake: 0.247 +(epoch: 93, iters: 23128, time: 0.297, data: 0.017) G_GAN: 5.125 G_L1: 4.232 D_real: 0.062 D_fake: 0.032 +(epoch: 93, iters: 23228, time: 0.286, data: 0.020) G_GAN: 5.343 G_L1: 5.206 D_real: 0.011 D_fake: 0.048 +(epoch: 93, iters: 23328, time: 0.389, data: 0.018) G_GAN: 4.217 G_L1: 2.594 D_real: 0.360 D_fake: 0.021 +(epoch: 93, iters: 23428, time: 0.281, data: 0.021) G_GAN: 3.570 G_L1: 3.021 D_real: 0.017 D_fake: 0.198 +(epoch: 93, iters: 23528, time: 0.287, data: 0.016) G_GAN: 4.184 G_L1: 2.395 D_real: 0.000 D_fake: 0.086 +(epoch: 93, iters: 23628, time: 0.304, data: 0.018) G_GAN: 5.086 G_L1: 4.839 D_real: 0.002 D_fake: 0.054 +(epoch: 93, iters: 23728, time: 0.422, data: 0.020) G_GAN: 4.173 G_L1: 5.011 D_real: 0.068 D_fake: 0.059 +(epoch: 93, iters: 23828, time: 0.285, data: 0.019) G_GAN: 4.023 G_L1: 3.239 D_real: 0.115 D_fake: 0.064 +(epoch: 93, iters: 23928, time: 0.294, data: 0.019) G_GAN: 3.572 G_L1: 3.911 D_real: 0.116 D_fake: 0.105 +(epoch: 93, iters: 24028, time: 0.297, data: 0.020) G_GAN: 2.904 G_L1: 3.144 D_real: 0.207 D_fake: 0.164 +(epoch: 93, iters: 24128, time: 0.413, data: 0.019) G_GAN: 4.494 G_L1: 4.929 D_real: 0.000 D_fake: 0.052 +(epoch: 93, iters: 24228, time: 0.299, data: 0.019) G_GAN: 5.178 G_L1: 4.728 D_real: 0.155 D_fake: 0.024 +(epoch: 93, iters: 24328, time: 0.294, data: 0.018) G_GAN: 3.907 G_L1: 4.863 D_real: 0.197 D_fake: 0.049 +(epoch: 93, iters: 24428, time: 0.301, data: 0.019) G_GAN: 5.265 G_L1: 4.791 D_real: 0.258 D_fake: 0.037 +(epoch: 93, iters: 24528, time: 0.582, data: 0.019) G_GAN: 4.411 G_L1: 3.078 D_real: 0.129 D_fake: 0.103 +(epoch: 93, iters: 24628, time: 0.299, data: 0.018) G_GAN: 4.055 G_L1: 4.094 D_real: 0.237 D_fake: 0.064 +(epoch: 93, iters: 24728, time: 0.303, data: 0.019) G_GAN: 6.931 G_L1: 4.611 D_real: 0.048 D_fake: 0.041 +(epoch: 93, iters: 24828, time: 0.295, data: 0.020) G_GAN: 6.772 G_L1: 3.961 D_real: 0.003 D_fake: 0.244 +(epoch: 93, iters: 24928, time: 0.388, data: 0.018) G_GAN: 4.696 G_L1: 7.309 D_real: 0.368 D_fake: 0.091 +(epoch: 93, iters: 25028, time: 0.304, data: 0.018) G_GAN: 3.795 G_L1: 4.235 D_real: 0.023 D_fake: 0.155 +(epoch: 93, iters: 25128, time: 0.301, data: 0.019) G_GAN: 4.749 G_L1: 3.998 D_real: 0.002 D_fake: 0.067 +(epoch: 93, iters: 25228, time: 0.297, data: 0.019) G_GAN: 3.002 G_L1: 3.369 D_real: 0.560 D_fake: 0.057 +(epoch: 93, iters: 25328, time: 0.410, data: 0.019) G_GAN: 5.847 G_L1: 6.511 D_real: 0.062 D_fake: 0.067 +(epoch: 93, iters: 25428, time: 0.305, data: 0.017) G_GAN: 4.485 G_L1: 2.781 D_real: 0.014 D_fake: 0.098 +(epoch: 93, iters: 25528, time: 0.300, data: 0.020) G_GAN: 5.383 G_L1: 5.515 D_real: 0.180 D_fake: 0.020 +(epoch: 93, iters: 25628, time: 0.290, data: 0.019) G_GAN: 3.576 G_L1: 4.825 D_real: 0.015 D_fake: 0.115 +(epoch: 93, iters: 25728, time: 0.408, data: 0.017) G_GAN: 4.354 G_L1: 3.977 D_real: 0.009 D_fake: 0.028 +(epoch: 93, iters: 25828, time: 0.300, data: 0.020) G_GAN: 4.622 G_L1: 5.316 D_real: 0.377 D_fake: 0.025 +(epoch: 93, iters: 25928, time: 0.303, data: 0.021) G_GAN: 4.435 G_L1: 4.445 D_real: 0.026 D_fake: 0.138 +(epoch: 93, iters: 26028, time: 0.295, data: 0.019) G_GAN: 3.587 G_L1: 3.344 D_real: 0.108 D_fake: 0.065 +(epoch: 93, iters: 26128, time: 0.407, data: 0.019) G_GAN: 3.030 G_L1: 5.601 D_real: 0.682 D_fake: 0.223 +(epoch: 93, iters: 26228, time: 0.304, data: 0.019) G_GAN: 4.709 G_L1: 2.958 D_real: 0.419 D_fake: 0.018 +(epoch: 93, iters: 26328, time: 0.303, data: 0.020) G_GAN: 3.551 G_L1: 2.670 D_real: 0.031 D_fake: 0.229 +(epoch: 93, iters: 26428, time: 0.303, data: 0.020) G_GAN: 3.962 G_L1: 4.171 D_real: 0.037 D_fake: 0.156 +(epoch: 93, iters: 26528, time: 0.618, data: 0.019) G_GAN: 5.196 G_L1: 4.833 D_real: 0.067 D_fake: 0.104 +(epoch: 93, iters: 26628, time: 0.303, data: 0.017) G_GAN: 5.175 G_L1: 4.362 D_real: 0.021 D_fake: 0.021 +(epoch: 93, iters: 26728, time: 0.289, data: 0.019) G_GAN: 4.064 G_L1: 4.179 D_real: 0.217 D_fake: 0.093 +(epoch: 93, iters: 26828, time: 0.296, data: 0.018) G_GAN: 4.626 G_L1: 4.498 D_real: 0.010 D_fake: 0.075 +(epoch: 93, iters: 26928, time: 0.409, data: 0.022) G_GAN: 3.914 G_L1: 3.421 D_real: 0.028 D_fake: 0.064 +(epoch: 93, iters: 27028, time: 0.288, data: 0.017) G_GAN: 3.746 G_L1: 2.803 D_real: 0.337 D_fake: 0.100 +(epoch: 93, iters: 27128, time: 0.290, data: 0.019) G_GAN: 5.400 G_L1: 4.161 D_real: 0.109 D_fake: 0.030 +(epoch: 93, iters: 27228, time: 0.303, data: 0.018) G_GAN: 2.799 G_L1: 2.834 D_real: 0.170 D_fake: 0.294 +(epoch: 93, iters: 27328, time: 0.409, data: 0.019) G_GAN: 5.894 G_L1: 5.789 D_real: 0.002 D_fake: 0.012 +(epoch: 93, iters: 27428, time: 0.296, data: 0.017) G_GAN: 6.312 G_L1: 3.988 D_real: 0.645 D_fake: 0.004 +(epoch: 93, iters: 27528, time: 0.308, data: 0.019) G_GAN: 5.836 G_L1: 3.568 D_real: 0.005 D_fake: 0.098 +(epoch: 93, iters: 27628, time: 0.297, data: 0.021) G_GAN: 3.816 G_L1: 3.453 D_real: 0.010 D_fake: 0.087 +(epoch: 93, iters: 27728, time: 0.400, data: 0.019) G_GAN: 4.093 G_L1: 4.731 D_real: 0.021 D_fake: 0.059 +(epoch: 93, iters: 27828, time: 0.296, data: 0.022) G_GAN: 4.564 G_L1: 4.270 D_real: 0.014 D_fake: 0.077 +(epoch: 93, iters: 27928, time: 0.296, data: 0.019) G_GAN: 6.072 G_L1: 3.819 D_real: 0.040 D_fake: 0.019 +(epoch: 93, iters: 28028, time: 0.302, data: 0.020) G_GAN: 5.046 G_L1: 5.520 D_real: 0.136 D_fake: 0.051 +(epoch: 93, iters: 28128, time: 0.413, data: 0.019) G_GAN: 4.837 G_L1: 4.526 D_real: 0.021 D_fake: 0.066 +(epoch: 93, iters: 28228, time: 0.300, data: 0.018) G_GAN: 4.604 G_L1: 3.917 D_real: 0.294 D_fake: 0.038 +(epoch: 93, iters: 28328, time: 0.299, data: 0.020) G_GAN: 4.658 G_L1: 3.384 D_real: 0.095 D_fake: 0.024 +(epoch: 93, iters: 28428, time: 0.297, data: 0.022) G_GAN: 4.402 G_L1: 4.373 D_real: 0.003 D_fake: 0.191 +(epoch: 93, iters: 28528, time: 0.613, data: 0.026) G_GAN: 3.762 G_L1: 3.883 D_real: 0.003 D_fake: 0.094 +(epoch: 93, iters: 28628, time: 0.293, data: 0.021) G_GAN: 2.869 G_L1: 2.393 D_real: 0.223 D_fake: 0.178 +(epoch: 93, iters: 28728, time: 0.300, data: 0.019) G_GAN: 4.528 G_L1: 5.003 D_real: 0.005 D_fake: 0.046 +(epoch: 93, iters: 28828, time: 0.290, data: 0.019) G_GAN: 2.986 G_L1: 2.682 D_real: 0.461 D_fake: 0.111 +(epoch: 93, iters: 28928, time: 0.416, data: 0.020) G_GAN: 5.128 G_L1: 3.986 D_real: 0.003 D_fake: 0.033 +(epoch: 93, iters: 29028, time: 0.302, data: 0.020) G_GAN: 5.324 G_L1: 3.808 D_real: 0.339 D_fake: 0.008 +(epoch: 93, iters: 29128, time: 0.289, data: 0.020) G_GAN: 4.828 G_L1: 3.416 D_real: 0.000 D_fake: 0.217 +(epoch: 93, iters: 29228, time: 0.302, data: 0.017) G_GAN: 4.676 G_L1: 2.719 D_real: 0.078 D_fake: 0.027 +(epoch: 93, iters: 29328, time: 0.395, data: 0.020) G_GAN: 3.068 G_L1: 2.960 D_real: 0.113 D_fake: 0.402 +(epoch: 93, iters: 29428, time: 0.305, data: 0.020) G_GAN: 4.163 G_L1: 3.651 D_real: 0.063 D_fake: 0.043 +(epoch: 93, iters: 29528, time: 0.304, data: 0.019) G_GAN: 4.256 G_L1: 3.490 D_real: 0.111 D_fake: 0.042 +(epoch: 93, iters: 29628, time: 0.296, data: 0.020) G_GAN: 3.660 G_L1: 3.900 D_real: 0.001 D_fake: 0.265 +(epoch: 93, iters: 29728, time: 0.417, data: 0.019) G_GAN: 4.013 G_L1: 3.145 D_real: 0.014 D_fake: 0.091 +(epoch: 93, iters: 29828, time: 0.299, data: 0.019) G_GAN: 2.906 G_L1: 3.117 D_real: 0.046 D_fake: 0.256 +(epoch: 93, iters: 29928, time: 0.302, data: 0.020) G_GAN: 4.745 G_L1: 4.203 D_real: 0.004 D_fake: 0.070 +(epoch: 93, iters: 30028, time: 0.292, data: 0.019) G_GAN: 4.632 G_L1: 3.361 D_real: 0.126 D_fake: 0.253 +(epoch: 93, iters: 30128, time: 0.392, data: 0.020) G_GAN: 3.910 G_L1: 3.426 D_real: 0.193 D_fake: 0.075 +(epoch: 93, iters: 30228, time: 0.302, data: 0.018) G_GAN: 5.009 G_L1: 4.280 D_real: 0.091 D_fake: 0.178 +(epoch: 93, iters: 30328, time: 0.300, data: 0.020) G_GAN: 4.842 G_L1: 3.139 D_real: 0.039 D_fake: 0.018 +(epoch: 93, iters: 30428, time: 0.295, data: 0.021) G_GAN: 4.679 G_L1: 4.197 D_real: 0.001 D_fake: 0.060 +(epoch: 93, iters: 30528, time: 0.596, data: 0.019) G_GAN: 4.483 G_L1: 3.685 D_real: 0.307 D_fake: 0.050 +(epoch: 93, iters: 30628, time: 0.291, data: 0.019) G_GAN: 4.797 G_L1: 4.122 D_real: 0.120 D_fake: 0.041 +(epoch: 93, iters: 30728, time: 0.304, data: 0.018) G_GAN: 3.764 G_L1: 3.975 D_real: 0.067 D_fake: 0.182 +(epoch: 93, iters: 30828, time: 0.290, data: 0.020) G_GAN: 4.043 G_L1: 4.238 D_real: 0.000 D_fake: 0.399 +(epoch: 93, iters: 30928, time: 0.416, data: 0.019) G_GAN: 4.675 G_L1: 4.775 D_real: 0.171 D_fake: 0.047 +(epoch: 93, iters: 31028, time: 0.290, data: 0.019) G_GAN: 4.725 G_L1: 4.101 D_real: 0.052 D_fake: 0.072 +(epoch: 93, iters: 31128, time: 0.301, data: 0.019) G_GAN: 5.634 G_L1: 4.228 D_real: 0.022 D_fake: 0.063 +(epoch: 93, iters: 31228, time: 0.303, data: 0.022) G_GAN: 4.590 G_L1: 4.094 D_real: 0.062 D_fake: 0.125 +(epoch: 93, iters: 31328, time: 0.412, data: 0.019) G_GAN: 5.768 G_L1: 4.152 D_real: 0.005 D_fake: 0.023 +(epoch: 93, iters: 31428, time: 0.300, data: 0.018) G_GAN: 6.270 G_L1: 4.694 D_real: 0.119 D_fake: 0.013 +(epoch: 93, iters: 31528, time: 0.300, data: 0.021) G_GAN: 6.419 G_L1: 4.686 D_real: 0.005 D_fake: 0.011 +(epoch: 93, iters: 31628, time: 0.298, data: 0.019) G_GAN: 4.974 G_L1: 4.538 D_real: 0.014 D_fake: 0.066 +(epoch: 93, iters: 31728, time: 0.408, data: 0.022) G_GAN: 4.120 G_L1: 3.326 D_real: 0.046 D_fake: 0.096 +(epoch: 93, iters: 31828, time: 0.297, data: 0.018) G_GAN: 4.545 G_L1: 3.772 D_real: 0.013 D_fake: 0.042 +(epoch: 93, iters: 31928, time: 0.294, data: 0.022) G_GAN: 5.198 G_L1: 4.512 D_real: 0.858 D_fake: 0.033 +(epoch: 93, iters: 32028, time: 0.295, data: 0.021) G_GAN: 4.750 G_L1: 5.051 D_real: 0.101 D_fake: 0.024 +(epoch: 93, iters: 32128, time: 0.410, data: 0.020) G_GAN: 5.626 G_L1: 5.186 D_real: 0.054 D_fake: 0.013 +(epoch: 93, iters: 32228, time: 0.282, data: 0.014) G_GAN: 2.972 G_L1: 3.460 D_real: 0.017 D_fake: 0.458 +(epoch: 93, iters: 32328, time: 0.300, data: 0.017) G_GAN: 3.740 G_L1: 4.500 D_real: 0.073 D_fake: 0.095 +(epoch: 93, iters: 32428, time: 0.289, data: 0.020) G_GAN: 5.989 G_L1: 4.366 D_real: 0.000 D_fake: 0.013 +(epoch: 93, iters: 32528, time: 0.623, data: 0.020) G_GAN: 5.502 G_L1: 4.580 D_real: 0.023 D_fake: 0.039 +(epoch: 93, iters: 32628, time: 0.293, data: 0.022) G_GAN: 3.160 G_L1: 3.102 D_real: 0.540 D_fake: 0.092 +(epoch: 93, iters: 32728, time: 0.293, data: 0.018) G_GAN: 3.334 G_L1: 2.956 D_real: 0.100 D_fake: 0.084 +(epoch: 93, iters: 32828, time: 0.309, data: 0.019) G_GAN: 4.771 G_L1: 3.142 D_real: 0.117 D_fake: 0.044 +(epoch: 93, iters: 32928, time: 0.412, data: 0.020) G_GAN: 3.978 G_L1: 3.847 D_real: 0.057 D_fake: 0.219 +(epoch: 93, iters: 33028, time: 0.296, data: 0.021) G_GAN: 5.765 G_L1: 4.399 D_real: 0.086 D_fake: 0.009 +(epoch: 93, iters: 33128, time: 0.303, data: 0.020) G_GAN: 5.385 G_L1: 3.542 D_real: 0.209 D_fake: 0.011 +(epoch: 93, iters: 33228, time: 0.296, data: 0.020) G_GAN: 4.217 G_L1: 3.100 D_real: 0.526 D_fake: 0.013 +(epoch: 93, iters: 33328, time: 0.423, data: 0.020) G_GAN: 3.363 G_L1: 3.262 D_real: 0.467 D_fake: 0.040 +(epoch: 93, iters: 33428, time: 0.298, data: 0.019) G_GAN: 5.284 G_L1: 4.241 D_real: 0.064 D_fake: 0.052 +(epoch: 93, iters: 33528, time: 0.296, data: 0.019) G_GAN: 3.881 G_L1: 6.310 D_real: 0.179 D_fake: 0.081 +(epoch: 93, iters: 33628, time: 0.289, data: 0.020) G_GAN: 5.677 G_L1: 3.612 D_real: 0.149 D_fake: 0.027 +(epoch: 93, iters: 33728, time: 0.416, data: 0.019) G_GAN: 4.588 G_L1: 2.986 D_real: 0.014 D_fake: 0.055 +(epoch: 93, iters: 33828, time: 0.303, data: 0.019) G_GAN: 3.969 G_L1: 3.645 D_real: 0.206 D_fake: 0.078 +(epoch: 93, iters: 33928, time: 0.301, data: 0.019) G_GAN: 6.380 G_L1: 4.065 D_real: 0.010 D_fake: 0.106 +(epoch: 93, iters: 34028, time: 0.297, data: 0.019) G_GAN: 6.317 G_L1: 5.284 D_real: 0.006 D_fake: 0.098 +(epoch: 93, iters: 34128, time: 0.407, data: 0.018) G_GAN: 4.584 G_L1: 3.414 D_real: 0.066 D_fake: 0.066 +(epoch: 93, iters: 34228, time: 0.300, data: 0.017) G_GAN: 4.158 G_L1: 3.743 D_real: 0.052 D_fake: 0.058 +(epoch: 93, iters: 34328, time: 0.299, data: 0.019) G_GAN: 4.766 G_L1: 6.017 D_real: 0.117 D_fake: 0.187 +(epoch: 93, iters: 34428, time: 0.300, data: 0.018) G_GAN: 3.996 G_L1: 4.214 D_real: 0.115 D_fake: 0.080 +(epoch: 93, iters: 34528, time: 0.608, data: 0.020) G_GAN: 5.100 G_L1: 3.911 D_real: 0.120 D_fake: 0.043 +(epoch: 93, iters: 34628, time: 0.297, data: 0.019) G_GAN: 4.843 G_L1: 3.798 D_real: 0.129 D_fake: 0.062 +(epoch: 93, iters: 34728, time: 0.300, data: 0.019) G_GAN: 6.321 G_L1: 3.096 D_real: 0.011 D_fake: 0.007 +(epoch: 93, iters: 34828, time: 0.302, data: 0.020) G_GAN: 4.228 G_L1: 3.644 D_real: 0.046 D_fake: 0.056 +(epoch: 93, iters: 34928, time: 0.412, data: 0.020) G_GAN: 4.395 G_L1: 4.787 D_real: 0.001 D_fake: 0.296 +(epoch: 93, iters: 35028, time: 0.305, data: 0.018) G_GAN: 5.219 G_L1: 5.054 D_real: 0.011 D_fake: 0.218 +(epoch: 93, iters: 35128, time: 0.302, data: 0.018) G_GAN: 5.378 G_L1: 4.270 D_real: 0.087 D_fake: 0.075 +(epoch: 93, iters: 35228, time: 0.293, data: 0.019) G_GAN: 5.300 G_L1: 4.779 D_real: 0.001 D_fake: 0.053 +(epoch: 93, iters: 35328, time: 0.379, data: 0.019) G_GAN: 3.158 G_L1: 3.542 D_real: 0.114 D_fake: 0.137 +(epoch: 93, iters: 35428, time: 0.303, data: 0.019) G_GAN: 3.907 G_L1: 4.519 D_real: 0.031 D_fake: 0.156 +(epoch: 93, iters: 35528, time: 0.301, data: 0.019) G_GAN: 3.301 G_L1: 3.250 D_real: 0.003 D_fake: 0.197 +(epoch: 93, iters: 35628, time: 0.296, data: 0.019) G_GAN: 4.050 G_L1: 4.038 D_real: 0.284 D_fake: 0.017 +(epoch: 93, iters: 35728, time: 0.394, data: 0.021) G_GAN: 6.524 G_L1: 4.523 D_real: 0.000 D_fake: 0.029 +(epoch: 93, iters: 35828, time: 0.303, data: 0.019) G_GAN: 4.640 G_L1: 3.711 D_real: 0.028 D_fake: 0.053 +(epoch: 93, iters: 35928, time: 0.297, data: 0.021) G_GAN: 4.445 G_L1: 3.914 D_real: 0.002 D_fake: 0.125 +(epoch: 93, iters: 36028, time: 0.305, data: 0.020) G_GAN: 4.935 G_L1: 4.119 D_real: 0.024 D_fake: 0.049 +(epoch: 93, iters: 36128, time: 0.401, data: 0.020) G_GAN: 5.420 G_L1: 3.888 D_real: 0.004 D_fake: 0.112 +(epoch: 93, iters: 36228, time: 0.303, data: 0.019) G_GAN: 4.609 G_L1: 3.232 D_real: 0.350 D_fake: 0.015 +(epoch: 93, iters: 36328, time: 0.290, data: 0.018) G_GAN: 4.111 G_L1: 5.326 D_real: 0.005 D_fake: 0.518 +(epoch: 93, iters: 36428, time: 0.306, data: 0.019) G_GAN: 4.639 G_L1: 3.543 D_real: 0.059 D_fake: 0.206 +(epoch: 93, iters: 36528, time: 0.624, data: 0.020) G_GAN: 4.413 G_L1: 4.564 D_real: 0.000 D_fake: 0.055 +(epoch: 93, iters: 36628, time: 0.295, data: 0.018) G_GAN: 5.657 G_L1: 3.356 D_real: 0.018 D_fake: 0.049 +(epoch: 93, iters: 36728, time: 0.302, data: 0.021) G_GAN: 3.851 G_L1: 4.494 D_real: 0.055 D_fake: 0.068 +(epoch: 93, iters: 36828, time: 0.290, data: 0.026) G_GAN: 4.880 G_L1: 5.079 D_real: 0.063 D_fake: 0.044 +(epoch: 93, iters: 36928, time: 0.404, data: 0.020) G_GAN: 4.626 G_L1: 3.880 D_real: 0.406 D_fake: 0.081 +(epoch: 93, iters: 37028, time: 0.295, data: 0.020) G_GAN: 5.257 G_L1: 3.253 D_real: 0.004 D_fake: 0.224 +(epoch: 93, iters: 37128, time: 0.302, data: 0.020) G_GAN: 6.901 G_L1: 4.474 D_real: 1.353 D_fake: 0.003 +(epoch: 93, iters: 37228, time: 0.295, data: 0.019) G_GAN: 3.175 G_L1: 1.916 D_real: 0.007 D_fake: 0.150 +(epoch: 93, iters: 37328, time: 0.417, data: 0.020) G_GAN: 3.764 G_L1: 4.650 D_real: 0.005 D_fake: 0.089 +(epoch: 93, iters: 37428, time: 0.299, data: 0.022) G_GAN: 5.380 G_L1: 6.386 D_real: 0.057 D_fake: 0.060 +(epoch: 93, iters: 37528, time: 0.301, data: 0.019) G_GAN: 5.174 G_L1: 3.843 D_real: 0.338 D_fake: 0.025 +(epoch: 93, iters: 37628, time: 0.304, data: 0.018) G_GAN: 5.202 G_L1: 3.525 D_real: 0.056 D_fake: 0.027 +(epoch: 93, iters: 37728, time: 0.410, data: 0.020) G_GAN: 5.491 G_L1: 5.692 D_real: 0.009 D_fake: 0.064 +(epoch: 93, iters: 37828, time: 0.298, data: 0.018) G_GAN: 4.247 G_L1: 4.476 D_real: 0.085 D_fake: 0.037 +(epoch: 93, iters: 37928, time: 0.306, data: 0.021) G_GAN: 4.059 G_L1: 3.385 D_real: 0.013 D_fake: 0.239 +(epoch: 93, iters: 38028, time: 0.294, data: 0.019) G_GAN: 4.076 G_L1: 3.715 D_real: 0.048 D_fake: 0.079 +(epoch: 93, iters: 38128, time: 0.384, data: 0.021) G_GAN: 3.693 G_L1: 4.982 D_real: 0.052 D_fake: 0.130 +(epoch: 93, iters: 38228, time: 0.305, data: 0.020) G_GAN: 6.152 G_L1: 4.100 D_real: 0.000 D_fake: 0.011 +(epoch: 93, iters: 38328, time: 0.304, data: 0.023) G_GAN: 4.227 G_L1: 3.649 D_real: 0.006 D_fake: 0.100 +(epoch: 93, iters: 38428, time: 0.305, data: 0.019) G_GAN: 3.030 G_L1: 3.971 D_real: 0.064 D_fake: 0.361 +(epoch: 93, iters: 38528, time: 0.644, data: 0.021) G_GAN: 5.925 G_L1: 2.920 D_real: 0.327 D_fake: 0.256 +(epoch: 93, iters: 38628, time: 0.295, data: 0.020) G_GAN: 5.970 G_L1: 4.143 D_real: 0.033 D_fake: 0.016 +(epoch: 93, iters: 38728, time: 0.300, data: 0.019) G_GAN: 5.237 G_L1: 3.480 D_real: 0.074 D_fake: 0.034 +(epoch: 93, iters: 38828, time: 0.309, data: 0.022) G_GAN: 4.257 G_L1: 5.309 D_real: 0.037 D_fake: 0.046 +(epoch: 93, iters: 38928, time: 0.413, data: 0.021) G_GAN: 3.868 G_L1: 3.827 D_real: 0.164 D_fake: 0.069 +(epoch: 93, iters: 39028, time: 0.305, data: 0.020) G_GAN: 4.175 G_L1: 4.414 D_real: 0.128 D_fake: 0.056 +(epoch: 93, iters: 39128, time: 0.300, data: 0.018) G_GAN: 5.351 G_L1: 4.075 D_real: 0.048 D_fake: 0.032 +(epoch: 93, iters: 39228, time: 0.297, data: 0.019) G_GAN: 5.651 G_L1: 6.694 D_real: 0.843 D_fake: 0.006 +(epoch: 93, iters: 39328, time: 0.396, data: 0.020) G_GAN: 4.305 G_L1: 3.545 D_real: 0.114 D_fake: 0.159 +(epoch: 93, iters: 39428, time: 0.295, data: 0.020) G_GAN: 4.603 G_L1: 4.162 D_real: 0.048 D_fake: 0.057 +(epoch: 93, iters: 39528, time: 0.296, data: 0.019) G_GAN: 5.661 G_L1: 4.418 D_real: 0.077 D_fake: 0.094 +(epoch: 93, iters: 39628, time: 0.301, data: 0.021) G_GAN: 4.008 G_L1: 3.916 D_real: 0.244 D_fake: 0.038 +(epoch: 93, iters: 39728, time: 0.419, data: 0.020) G_GAN: 4.708 G_L1: 4.460 D_real: 0.000 D_fake: 0.058 +(epoch: 93, iters: 39828, time: 0.299, data: 0.020) G_GAN: 5.730 G_L1: 4.897 D_real: 0.174 D_fake: 0.018 +(epoch: 93, iters: 39928, time: 0.294, data: 0.019) G_GAN: 3.506 G_L1: 5.634 D_real: 0.005 D_fake: 0.325 +(epoch: 93, iters: 40028, time: 0.300, data: 0.021) G_GAN: 5.713 G_L1: 5.051 D_real: 0.125 D_fake: 0.048 +(epoch: 93, iters: 40128, time: 0.415, data: 0.021) G_GAN: 3.959 G_L1: 5.713 D_real: 0.000 D_fake: 0.074 +(epoch: 93, iters: 40228, time: 0.303, data: 0.020) G_GAN: 4.110 G_L1: 3.442 D_real: 0.154 D_fake: 0.084 +(epoch: 93, iters: 40328, time: 0.300, data: 0.022) G_GAN: 3.857 G_L1: 3.879 D_real: 0.008 D_fake: 0.131 +(epoch: 93, iters: 40428, time: 0.300, data: 0.020) G_GAN: 3.525 G_L1: 4.102 D_real: 0.001 D_fake: 0.171 +(epoch: 93, iters: 40528, time: 0.636, data: 0.022) G_GAN: 5.158 G_L1: 4.510 D_real: 0.003 D_fake: 0.662 +(epoch: 93, iters: 40628, time: 0.299, data: 0.023) G_GAN: 4.210 G_L1: 3.469 D_real: 0.114 D_fake: 0.034 +(epoch: 93, iters: 40728, time: 0.299, data: 0.020) G_GAN: 4.891 G_L1: 4.726 D_real: 0.215 D_fake: 0.039 +(epoch: 93, iters: 40828, time: 0.298, data: 0.020) G_GAN: 7.071 G_L1: 5.394 D_real: 0.023 D_fake: 0.013 +(epoch: 93, iters: 40928, time: 0.422, data: 0.018) G_GAN: 4.363 G_L1: 3.282 D_real: 0.181 D_fake: 0.146 +(epoch: 93, iters: 41028, time: 0.302, data: 0.018) G_GAN: 5.382 G_L1: 5.286 D_real: 0.069 D_fake: 0.113 +(epoch: 93, iters: 41128, time: 0.303, data: 0.021) G_GAN: 4.976 G_L1: 4.031 D_real: 0.047 D_fake: 0.095 +(epoch: 93, iters: 41228, time: 0.296, data: 0.020) G_GAN: 7.180 G_L1: 5.044 D_real: 0.002 D_fake: 0.064 +(epoch: 93, iters: 41328, time: 0.396, data: 0.019) G_GAN: 6.050 G_L1: 4.164 D_real: 0.085 D_fake: 0.028 +(epoch: 93, iters: 41428, time: 0.296, data: 0.018) G_GAN: 7.296 G_L1: 4.992 D_real: 0.027 D_fake: 0.022 +(epoch: 93, iters: 41528, time: 0.304, data: 0.019) G_GAN: 5.197 G_L1: 3.467 D_real: 0.008 D_fake: 0.104 +(epoch: 93, iters: 41628, time: 0.302, data: 0.019) G_GAN: 5.518 G_L1: 4.464 D_real: 0.201 D_fake: 0.041 +(epoch: 93, iters: 41728, time: 0.426, data: 0.019) G_GAN: 5.618 G_L1: 4.568 D_real: 0.005 D_fake: 0.116 +(epoch: 93, iters: 41828, time: 0.295, data: 0.020) G_GAN: 6.619 G_L1: 2.545 D_real: 0.084 D_fake: 0.031 +(epoch: 93, iters: 41928, time: 0.303, data: 0.019) G_GAN: 5.646 G_L1: 4.317 D_real: 0.017 D_fake: 0.017 +(epoch: 93, iters: 42028, time: 0.304, data: 0.020) G_GAN: 5.950 G_L1: 5.217 D_real: 0.003 D_fake: 0.020 +(epoch: 93, iters: 42128, time: 0.415, data: 0.018) G_GAN: 5.428 G_L1: 3.621 D_real: 0.017 D_fake: 0.049 +(epoch: 93, iters: 42228, time: 0.289, data: 0.018) G_GAN: 5.054 G_L1: 2.813 D_real: 0.026 D_fake: 0.113 +(epoch: 93, iters: 42328, time: 0.298, data: 0.021) G_GAN: 4.622 G_L1: 6.209 D_real: 0.058 D_fake: 0.056 +(epoch: 93, iters: 42428, time: 0.300, data: 0.020) G_GAN: 4.453 G_L1: 3.095 D_real: 0.299 D_fake: 0.021 +(epoch: 93, iters: 42528, time: 0.598, data: 0.019) G_GAN: 4.852 G_L1: 5.002 D_real: 0.059 D_fake: 0.111 +(epoch: 93, iters: 42628, time: 0.296, data: 0.021) G_GAN: 6.217 G_L1: 3.621 D_real: 0.000 D_fake: 0.035 +(epoch: 93, iters: 42728, time: 0.302, data: 0.020) G_GAN: 6.620 G_L1: 4.826 D_real: 0.018 D_fake: 0.011 +(epoch: 93, iters: 42828, time: 0.304, data: 0.019) G_GAN: 5.207 G_L1: 5.647 D_real: 0.143 D_fake: 0.018 +(epoch: 93, iters: 42928, time: 0.381, data: 0.020) G_GAN: 4.116 G_L1: 3.626 D_real: 0.107 D_fake: 0.113 +(epoch: 93, iters: 43028, time: 0.291, data: 0.018) G_GAN: 5.866 G_L1: 3.523 D_real: 0.050 D_fake: 0.012 +(epoch: 93, iters: 43128, time: 0.290, data: 0.019) G_GAN: 4.568 G_L1: 3.326 D_real: 0.013 D_fake: 0.084 +(epoch: 93, iters: 43228, time: 0.298, data: 0.018) G_GAN: 5.956 G_L1: 4.933 D_real: 0.004 D_fake: 0.059 +(epoch: 93, iters: 43328, time: 0.420, data: 0.019) G_GAN: 6.154 G_L1: 4.220 D_real: 0.006 D_fake: 0.011 +(epoch: 93, iters: 43428, time: 0.298, data: 0.021) G_GAN: 4.038 G_L1: 3.337 D_real: 0.173 D_fake: 0.035 +(epoch: 93, iters: 43528, time: 0.282, data: 0.019) G_GAN: 6.322 G_L1: 5.651 D_real: 0.133 D_fake: 0.028 +(epoch: 93, iters: 43628, time: 0.295, data: 0.021) G_GAN: 4.620 G_L1: 5.787 D_real: 0.000 D_fake: 0.265 +(epoch: 93, iters: 43728, time: 0.425, data: 0.019) G_GAN: 3.840 G_L1: 3.596 D_real: 0.018 D_fake: 0.069 +(epoch: 93, iters: 43828, time: 0.298, data: 0.018) G_GAN: 4.532 G_L1: 3.137 D_real: 0.026 D_fake: 0.046 +(epoch: 93, iters: 43928, time: 0.307, data: 0.019) G_GAN: 5.165 G_L1: 3.347 D_real: 0.069 D_fake: 0.078 +(epoch: 93, iters: 44028, time: 0.305, data: 0.019) G_GAN: 3.023 G_L1: 6.454 D_real: 0.986 D_fake: 0.025 +(epoch: 93, iters: 44128, time: 0.374, data: 0.020) G_GAN: 6.228 G_L1: 3.573 D_real: 0.050 D_fake: 0.016 +(epoch: 93, iters: 44228, time: 0.302, data: 0.018) G_GAN: 4.021 G_L1: 4.242 D_real: 0.106 D_fake: 0.076 +(epoch: 93, iters: 44328, time: 0.302, data: 0.019) G_GAN: 3.866 G_L1: 4.321 D_real: 0.009 D_fake: 0.121 +(epoch: 93, iters: 44428, time: 0.307, data: 0.024) G_GAN: 4.368 G_L1: 4.365 D_real: 0.245 D_fake: 0.033 +(epoch: 93, iters: 44528, time: 0.628, data: 0.020) G_GAN: 4.448 G_L1: 3.710 D_real: 0.042 D_fake: 0.025 +(epoch: 93, iters: 44628, time: 0.295, data: 0.019) G_GAN: 4.578 G_L1: 3.170 D_real: 0.014 D_fake: 0.048 +(epoch: 93, iters: 44728, time: 0.295, data: 0.020) G_GAN: 4.767 G_L1: 4.639 D_real: 0.219 D_fake: 0.023 +(epoch: 93, iters: 44828, time: 0.290, data: 0.019) G_GAN: 5.538 G_L1: 3.247 D_real: 0.313 D_fake: 0.008 +(epoch: 93, iters: 44928, time: 0.407, data: 0.022) G_GAN: 5.336 G_L1: 4.415 D_real: 0.073 D_fake: 0.050 +(epoch: 93, iters: 45028, time: 0.299, data: 0.020) G_GAN: 4.364 G_L1: 3.657 D_real: 0.056 D_fake: 0.066 +(epoch: 93, iters: 45128, time: 0.303, data: 0.018) G_GAN: 5.680 G_L1: 3.662 D_real: 0.003 D_fake: 0.016 +(epoch: 93, iters: 45228, time: 0.294, data: 0.019) G_GAN: 3.649 G_L1: 3.231 D_real: 0.245 D_fake: 0.046 +(epoch: 93, iters: 45328, time: 0.417, data: 0.018) G_GAN: 4.202 G_L1: 4.273 D_real: 0.094 D_fake: 0.046 +(epoch: 93, iters: 45428, time: 0.303, data: 0.020) G_GAN: 4.197 G_L1: 5.009 D_real: 0.191 D_fake: 0.082 +(epoch: 93, iters: 45528, time: 0.293, data: 0.021) G_GAN: 4.850 G_L1: 5.150 D_real: 0.018 D_fake: 0.177 +(epoch: 93, iters: 45628, time: 0.304, data: 0.020) G_GAN: 4.864 G_L1: 3.591 D_real: 0.001 D_fake: 0.488 +(epoch: 93, iters: 45728, time: 0.418, data: 0.021) G_GAN: 4.684 G_L1: 3.954 D_real: 0.108 D_fake: 0.091 +(epoch: 93, iters: 45828, time: 0.303, data: 0.018) G_GAN: 5.685 G_L1: 4.298 D_real: 0.059 D_fake: 0.019 +(epoch: 93, iters: 45928, time: 0.308, data: 0.019) G_GAN: 4.812 G_L1: 4.677 D_real: 0.002 D_fake: 0.032 +(epoch: 93, iters: 46028, time: 0.303, data: 0.020) G_GAN: 4.779 G_L1: 4.591 D_real: 0.004 D_fake: 0.029 +(epoch: 93, iters: 46128, time: 0.396, data: 0.020) G_GAN: 4.648 G_L1: 4.117 D_real: 0.000 D_fake: 0.071 +(epoch: 93, iters: 46228, time: 0.306, data: 0.017) G_GAN: 4.618 G_L1: 3.733 D_real: 0.051 D_fake: 0.038 +(epoch: 93, iters: 46328, time: 0.304, data: 0.020) G_GAN: 3.968 G_L1: 3.789 D_real: 0.026 D_fake: 0.076 +(epoch: 93, iters: 46428, time: 0.296, data: 0.020) G_GAN: 3.872 G_L1: 4.045 D_real: 0.811 D_fake: 0.015 +(epoch: 93, iters: 46528, time: 0.632, data: 0.019) G_GAN: 5.143 G_L1: 3.973 D_real: 0.623 D_fake: 0.007 +(epoch: 93, iters: 46628, time: 0.294, data: 0.021) G_GAN: 4.125 G_L1: 3.530 D_real: 0.573 D_fake: 0.016 +(epoch: 93, iters: 46728, time: 0.295, data: 0.018) G_GAN: 5.039 G_L1: 4.549 D_real: 0.002 D_fake: 0.095 +(epoch: 93, iters: 46828, time: 0.301, data: 0.018) G_GAN: 6.387 G_L1: 3.406 D_real: 0.017 D_fake: 0.019 +(epoch: 93, iters: 46928, time: 0.384, data: 0.020) G_GAN: 4.601 G_L1: 5.163 D_real: 0.069 D_fake: 0.068 +(epoch: 93, iters: 47028, time: 0.298, data: 0.019) G_GAN: 5.168 G_L1: 4.422 D_real: 0.029 D_fake: 0.045 +(epoch: 93, iters: 47128, time: 0.291, data: 0.021) G_GAN: 4.217 G_L1: 3.304 D_real: 0.159 D_fake: 0.074 +(epoch: 93, iters: 47228, time: 0.303, data: 0.017) G_GAN: 3.711 G_L1: 3.248 D_real: 0.095 D_fake: 0.037 +(epoch: 93, iters: 47328, time: 0.421, data: 0.020) G_GAN: 4.933 G_L1: 4.636 D_real: 0.003 D_fake: 0.027 +(epoch: 93, iters: 47428, time: 0.292, data: 0.021) G_GAN: 5.790 G_L1: 3.415 D_real: 0.058 D_fake: 0.017 +(epoch: 93, iters: 47528, time: 0.301, data: 0.019) G_GAN: 4.356 G_L1: 3.378 D_real: 0.046 D_fake: 0.056 +(epoch: 93, iters: 47628, time: 0.303, data: 0.021) G_GAN: 6.620 G_L1: 3.016 D_real: 0.031 D_fake: 0.005 +(epoch: 93, iters: 47728, time: 0.391, data: 0.021) G_GAN: 4.381 G_L1: 3.829 D_real: 0.132 D_fake: 0.055 +(epoch: 93, iters: 47828, time: 0.304, data: 0.022) G_GAN: 5.569 G_L1: 3.561 D_real: 0.019 D_fake: 0.022 +(epoch: 93, iters: 47928, time: 0.301, data: 0.021) G_GAN: 4.824 G_L1: 4.152 D_real: 0.105 D_fake: 0.020 +(epoch: 93, iters: 48028, time: 0.299, data: 0.020) G_GAN: 4.719 G_L1: 2.753 D_real: 0.032 D_fake: 0.030 +(epoch: 93, iters: 48128, time: 0.419, data: 0.018) G_GAN: 4.158 G_L1: 4.140 D_real: 0.024 D_fake: 0.085 +(epoch: 93, iters: 48228, time: 0.304, data: 0.020) G_GAN: 4.774 G_L1: 4.088 D_real: 0.061 D_fake: 0.044 +(epoch: 93, iters: 48328, time: 0.296, data: 0.021) G_GAN: 6.055 G_L1: 4.724 D_real: 0.021 D_fake: 0.072 +(epoch: 93, iters: 48428, time: 0.296, data: 0.020) G_GAN: 3.662 G_L1: 3.265 D_real: 0.004 D_fake: 0.233 +(epoch: 93, iters: 48528, time: 0.620, data: 0.020) G_GAN: 5.601 G_L1: 3.355 D_real: 0.002 D_fake: 0.057 +(epoch: 93, iters: 48628, time: 0.301, data: 0.020) G_GAN: 5.144 G_L1: 4.796 D_real: 0.163 D_fake: 0.098 +(epoch: 93, iters: 48728, time: 0.303, data: 0.019) G_GAN: 6.015 G_L1: 4.363 D_real: 0.002 D_fake: 0.019 +(epoch: 93, iters: 48828, time: 0.300, data: 0.020) G_GAN: 4.333 G_L1: 3.369 D_real: 0.015 D_fake: 0.062 +(epoch: 93, iters: 48928, time: 0.399, data: 0.019) G_GAN: 4.590 G_L1: 2.604 D_real: 0.021 D_fake: 0.238 +(epoch: 93, iters: 49028, time: 0.297, data: 0.022) G_GAN: 5.608 G_L1: 3.060 D_real: 0.041 D_fake: 0.011 +(epoch: 93, iters: 49128, time: 0.299, data: 0.019) G_GAN: 4.060 G_L1: 2.635 D_real: 0.010 D_fake: 0.380 +(epoch: 93, iters: 49228, time: 0.301, data: 0.022) G_GAN: 4.676 G_L1: 3.840 D_real: 0.047 D_fake: 0.049 +(epoch: 93, iters: 49328, time: 0.420, data: 0.020) G_GAN: 4.604 G_L1: 3.211 D_real: 0.013 D_fake: 0.044 +(epoch: 93, iters: 49428, time: 0.296, data: 0.019) G_GAN: 4.143 G_L1: 3.238 D_real: 0.039 D_fake: 0.083 +(epoch: 93, iters: 49528, time: 0.293, data: 0.020) G_GAN: 4.061 G_L1: 3.823 D_real: 0.116 D_fake: 0.072 +(epoch: 93, iters: 49628, time: 0.295, data: 0.019) G_GAN: 3.216 G_L1: 3.223 D_real: 0.503 D_fake: 0.073 +(epoch: 93, iters: 49728, time: 0.414, data: 0.019) G_GAN: 6.645 G_L1: 4.056 D_real: 0.089 D_fake: 0.033 +(epoch: 93, iters: 49828, time: 0.308, data: 0.019) G_GAN: 4.253 G_L1: 2.901 D_real: 0.004 D_fake: 0.190 +(epoch: 93, iters: 49928, time: 0.298, data: 0.019) G_GAN: 3.766 G_L1: 3.226 D_real: 0.022 D_fake: 0.165 +(epoch: 93, iters: 50028, time: 0.300, data: 0.020) G_GAN: 3.825 G_L1: 2.319 D_real: 0.019 D_fake: 0.088 +(epoch: 93, iters: 50128, time: 0.390, data: 0.020) G_GAN: 4.845 G_L1: 3.827 D_real: 0.117 D_fake: 0.018 +(epoch: 93, iters: 50228, time: 0.291, data: 0.018) G_GAN: 4.179 G_L1: 2.637 D_real: 0.114 D_fake: 0.032 +(epoch: 93, iters: 50328, time: 0.297, data: 0.018) G_GAN: 3.377 G_L1: 2.869 D_real: 0.085 D_fake: 0.139 +(epoch: 93, iters: 50428, time: 0.297, data: 0.019) G_GAN: 4.299 G_L1: 4.058 D_real: 0.222 D_fake: 0.118 +(epoch: 93, iters: 50528, time: 0.616, data: 0.019) G_GAN: 4.949 G_L1: 2.980 D_real: 0.005 D_fake: 0.065 +(epoch: 93, iters: 50628, time: 0.296, data: 0.018) G_GAN: 4.770 G_L1: 3.770 D_real: 0.035 D_fake: 0.033 +(epoch: 93, iters: 50728, time: 0.297, data: 0.020) G_GAN: 4.071 G_L1: 4.572 D_real: 0.049 D_fake: 0.108 +(epoch: 93, iters: 50828, time: 0.303, data: 0.018) G_GAN: 5.022 G_L1: 4.770 D_real: 0.002 D_fake: 0.062 +(epoch: 93, iters: 50928, time: 0.388, data: 0.020) G_GAN: 3.514 G_L1: 3.090 D_real: 0.200 D_fake: 0.050 +(epoch: 93, iters: 51028, time: 0.303, data: 0.021) G_GAN: 5.137 G_L1: 3.092 D_real: 0.003 D_fake: 0.039 +(epoch: 93, iters: 51128, time: 0.304, data: 0.019) G_GAN: 6.123 G_L1: 5.000 D_real: 0.018 D_fake: 0.025 +(epoch: 93, iters: 51228, time: 0.294, data: 0.019) G_GAN: 4.835 G_L1: 3.897 D_real: 0.041 D_fake: 0.055 +(epoch: 93, iters: 51328, time: 0.415, data: 0.034) G_GAN: 4.754 G_L1: 3.449 D_real: 0.087 D_fake: 0.027 +(epoch: 93, iters: 51428, time: 0.287, data: 0.019) G_GAN: 4.316 G_L1: 4.956 D_real: 0.019 D_fake: 0.053 +(epoch: 93, iters: 51528, time: 0.297, data: 0.017) G_GAN: 3.881 G_L1: 3.855 D_real: 0.288 D_fake: 0.027 +(epoch: 93, iters: 51628, time: 0.302, data: 0.019) G_GAN: 4.411 G_L1: 2.679 D_real: 0.244 D_fake: 0.044 +(epoch: 93, iters: 51728, time: 0.388, data: 0.019) G_GAN: 4.098 G_L1: 3.172 D_real: 0.007 D_fake: 0.124 +(epoch: 93, iters: 51828, time: 0.303, data: 0.019) G_GAN: 5.350 G_L1: 4.078 D_real: 0.001 D_fake: 0.566 +(epoch: 93, iters: 51928, time: 0.302, data: 0.018) G_GAN: 5.559 G_L1: 2.746 D_real: 0.000 D_fake: 0.016 +(epoch: 93, iters: 52028, time: 0.300, data: 0.022) G_GAN: 3.692 G_L1: 3.848 D_real: 0.019 D_fake: 0.145 +(epoch: 93, iters: 52128, time: 0.411, data: 0.022) G_GAN: 4.437 G_L1: 3.303 D_real: 0.418 D_fake: 0.095 +(epoch: 93, iters: 52228, time: 0.301, data: 0.019) G_GAN: 4.948 G_L1: 3.209 D_real: 0.045 D_fake: 0.026 +(epoch: 93, iters: 52328, time: 0.299, data: 0.020) G_GAN: 4.583 G_L1: 4.420 D_real: 0.068 D_fake: 0.048 +(epoch: 93, iters: 52428, time: 0.284, data: 0.019) G_GAN: 4.897 G_L1: 3.675 D_real: 0.022 D_fake: 0.093 +(epoch: 93, iters: 52528, time: 0.575, data: 0.019) G_GAN: 5.412 G_L1: 4.141 D_real: 0.006 D_fake: 0.040 +(epoch: 93, iters: 52628, time: 0.297, data: 0.019) G_GAN: 3.007 G_L1: 3.175 D_real: 0.386 D_fake: 0.090 +(epoch: 93, iters: 52728, time: 0.301, data: 0.019) G_GAN: 3.764 G_L1: 1.929 D_real: 0.197 D_fake: 0.717 +(epoch: 93, iters: 52828, time: 0.299, data: 0.020) G_GAN: 3.882 G_L1: 3.830 D_real: 0.234 D_fake: 0.156 +(epoch: 93, iters: 52928, time: 0.419, data: 0.018) G_GAN: 5.090 G_L1: 6.967 D_real: 0.007 D_fake: 0.051 +(epoch: 93, iters: 53028, time: 0.297, data: 0.018) G_GAN: 5.763 G_L1: 7.193 D_real: 0.137 D_fake: 0.018 +(epoch: 93, iters: 53128, time: 0.302, data: 0.019) G_GAN: 4.858 G_L1: 3.148 D_real: 0.016 D_fake: 0.083 +(epoch: 93, iters: 53228, time: 0.304, data: 0.021) G_GAN: 4.523 G_L1: 2.853 D_real: 0.046 D_fake: 0.024 +(epoch: 93, iters: 53328, time: 0.386, data: 0.022) G_GAN: 4.889 G_L1: 4.044 D_real: 0.000 D_fake: 0.027 +(epoch: 93, iters: 53428, time: 0.302, data: 0.017) G_GAN: 5.559 G_L1: 8.255 D_real: 0.008 D_fake: 0.062 +(epoch: 93, iters: 53528, time: 0.309, data: 0.028) G_GAN: 7.275 G_L1: 4.144 D_real: 0.073 D_fake: 0.004 +(epoch: 93, iters: 53628, time: 0.303, data: 0.020) G_GAN: 5.637 G_L1: 3.160 D_real: 0.055 D_fake: 0.033 +(epoch: 93, iters: 53728, time: 0.419, data: 0.023) G_GAN: 6.014 G_L1: 4.137 D_real: 0.268 D_fake: 0.006 +(epoch: 93, iters: 53828, time: 0.297, data: 0.019) G_GAN: 4.989 G_L1: 3.873 D_real: 0.029 D_fake: 0.039 +(epoch: 93, iters: 53928, time: 0.303, data: 0.018) G_GAN: 4.420 G_L1: 4.926 D_real: 0.106 D_fake: 0.036 +(epoch: 93, iters: 54028, time: 0.300, data: 0.019) G_GAN: 4.856 G_L1: 10.139 D_real: 0.008 D_fake: 0.026 +(epoch: 93, iters: 54128, time: 0.420, data: 0.021) G_GAN: 4.928 G_L1: 3.911 D_real: 0.013 D_fake: 0.055 +(epoch: 93, iters: 54228, time: 0.293, data: 0.020) G_GAN: 5.561 G_L1: 4.502 D_real: 0.001 D_fake: 0.061 +(epoch: 93, iters: 54328, time: 0.305, data: 0.021) G_GAN: 6.550 G_L1: 4.032 D_real: 0.005 D_fake: 0.006 +(epoch: 93, iters: 54428, time: 0.299, data: 0.019) G_GAN: 5.577 G_L1: 4.125 D_real: 0.211 D_fake: 0.009 +(epoch: 93, iters: 54528, time: 0.648, data: 0.020) G_GAN: 4.755 G_L1: 6.684 D_real: 0.042 D_fake: 0.112 +(epoch: 93, iters: 54628, time: 0.293, data: 0.019) G_GAN: 6.226 G_L1: 5.557 D_real: 0.001 D_fake: 0.017 +(epoch: 93, iters: 54728, time: 0.295, data: 0.018) G_GAN: 5.001 G_L1: 4.576 D_real: 0.001 D_fake: 0.048 +(epoch: 93, iters: 54828, time: 0.299, data: 0.020) G_GAN: 4.974 G_L1: 3.262 D_real: 0.013 D_fake: 0.047 +(epoch: 93, iters: 54928, time: 0.419, data: 0.019) G_GAN: 3.931 G_L1: 3.865 D_real: 0.107 D_fake: 0.065 +(epoch: 93, iters: 55028, time: 0.302, data: 0.019) G_GAN: 5.210 G_L1: 2.655 D_real: 0.049 D_fake: 0.545 +(epoch: 93, iters: 55128, time: 0.295, data: 0.020) G_GAN: 5.828 G_L1: 3.438 D_real: 0.024 D_fake: 0.021 +(epoch: 93, iters: 55228, time: 0.293, data: 0.019) G_GAN: 6.673 G_L1: 4.421 D_real: 0.013 D_fake: 0.011 +(epoch: 93, iters: 55328, time: 0.418, data: 0.020) G_GAN: 4.786 G_L1: 3.834 D_real: 0.003 D_fake: 0.031 +(epoch: 93, iters: 55428, time: 0.302, data: 0.019) G_GAN: 4.694 G_L1: 3.599 D_real: 0.002 D_fake: 0.036 +(epoch: 93, iters: 55528, time: 0.301, data: 0.019) G_GAN: 4.581 G_L1: 3.931 D_real: 0.008 D_fake: 0.049 +(epoch: 93, iters: 55628, time: 0.295, data: 0.020) G_GAN: 5.613 G_L1: 2.832 D_real: 0.038 D_fake: 0.032 +(epoch: 93, iters: 55728, time: 0.428, data: 0.020) G_GAN: 7.585 G_L1: 7.273 D_real: 0.035 D_fake: 0.007 +(epoch: 93, iters: 55828, time: 0.301, data: 0.020) G_GAN: 5.035 G_L1: 4.606 D_real: 0.013 D_fake: 0.070 +(epoch: 93, iters: 55928, time: 0.303, data: 0.019) G_GAN: 4.511 G_L1: 3.847 D_real: 0.281 D_fake: 0.012 +(epoch: 93, iters: 56028, time: 0.299, data: 0.019) G_GAN: 2.027 G_L1: 4.861 D_real: 0.234 D_fake: 0.189 +(epoch: 93, iters: 56128, time: 0.387, data: 0.019) G_GAN: 5.849 G_L1: 3.668 D_real: 0.082 D_fake: 0.026 +(epoch: 93, iters: 56228, time: 0.307, data: 0.020) G_GAN: 4.535 G_L1: 3.519 D_real: 0.108 D_fake: 0.030 +(epoch: 93, iters: 56328, time: 0.299, data: 0.021) G_GAN: 6.671 G_L1: 5.016 D_real: 0.128 D_fake: 0.010 +(epoch: 93, iters: 56428, time: 0.296, data: 0.018) G_GAN: 6.404 G_L1: 12.588 D_real: 0.004 D_fake: 0.032 +(epoch: 93, iters: 56528, time: 0.620, data: 0.020) G_GAN: 5.960 G_L1: 3.910 D_real: 0.007 D_fake: 0.021 +(epoch: 93, iters: 56628, time: 0.294, data: 0.017) G_GAN: 4.391 G_L1: 3.761 D_real: 0.006 D_fake: 0.157 +(epoch: 93, iters: 56728, time: 0.296, data: 0.019) G_GAN: 5.797 G_L1: 3.436 D_real: 0.016 D_fake: 0.629 +(epoch: 93, iters: 56828, time: 0.304, data: 0.020) G_GAN: 5.397 G_L1: 5.755 D_real: 0.046 D_fake: 0.016 +(epoch: 93, iters: 56928, time: 0.413, data: 0.021) G_GAN: 6.419 G_L1: 3.018 D_real: 0.254 D_fake: 0.009 +(epoch: 93, iters: 57028, time: 0.297, data: 0.019) G_GAN: 6.152 G_L1: 3.769 D_real: 0.009 D_fake: 0.051 +(epoch: 93, iters: 57128, time: 0.286, data: 0.020) G_GAN: 5.134 G_L1: 4.142 D_real: 0.086 D_fake: 0.100 +(epoch: 93, iters: 57228, time: 0.290, data: 0.018) G_GAN: 5.529 G_L1: 4.947 D_real: 0.006 D_fake: 0.069 +(epoch: 93, iters: 57328, time: 0.394, data: 0.018) G_GAN: 4.372 G_L1: 3.242 D_real: 0.000 D_fake: 0.204 +(epoch: 93, iters: 57428, time: 0.272, data: 0.016) G_GAN: 7.511 G_L1: 9.067 D_real: 0.113 D_fake: 0.011 +(epoch: 93, iters: 57528, time: 0.285, data: 0.016) G_GAN: 6.833 G_L1: 4.264 D_real: 0.114 D_fake: 0.020 +(epoch: 93, iters: 57628, time: 0.296, data: 0.017) G_GAN: 6.675 G_L1: 3.491 D_real: 0.017 D_fake: 0.005 +(epoch: 93, iters: 57728, time: 0.418, data: 0.020) G_GAN: 4.878 G_L1: 3.350 D_real: 0.020 D_fake: 0.026 +(epoch: 93, iters: 57828, time: 0.301, data: 0.020) G_GAN: 7.592 G_L1: 11.006 D_real: 0.036 D_fake: 0.034 +(epoch: 93, iters: 57928, time: 0.304, data: 0.019) G_GAN: 3.999 G_L1: 3.681 D_real: 0.126 D_fake: 0.081 +(epoch: 93, iters: 58028, time: 0.301, data: 0.021) G_GAN: 5.487 G_L1: 3.147 D_real: 0.234 D_fake: 0.019 +(epoch: 93, iters: 58128, time: 0.415, data: 0.020) G_GAN: 5.140 G_L1: 4.281 D_real: 0.011 D_fake: 0.045 +(epoch: 93, iters: 58228, time: 0.292, data: 0.018) G_GAN: 4.768 G_L1: 4.879 D_real: 0.215 D_fake: 0.032 +(epoch: 93, iters: 58328, time: 0.296, data: 0.020) G_GAN: 5.863 G_L1: 4.478 D_real: 0.013 D_fake: 0.046 +(epoch: 93, iters: 58428, time: 0.301, data: 0.020) G_GAN: 4.415 G_L1: 2.955 D_real: 0.023 D_fake: 0.032 +(epoch: 93, iters: 58528, time: 0.656, data: 0.020) G_GAN: 5.137 G_L1: 3.448 D_real: 0.059 D_fake: 0.022 +(epoch: 93, iters: 58628, time: 0.271, data: 0.020) G_GAN: 6.202 G_L1: 3.591 D_real: 0.016 D_fake: 0.011 +(epoch: 93, iters: 58728, time: 0.295, data: 0.017) G_GAN: 6.750 G_L1: 4.626 D_real: 0.005 D_fake: 0.011 +(epoch: 93, iters: 58828, time: 0.297, data: 0.018) G_GAN: 4.594 G_L1: 2.905 D_real: 0.007 D_fake: 0.078 +(epoch: 93, iters: 58928, time: 0.393, data: 0.017) G_GAN: 3.449 G_L1: 3.011 D_real: 0.132 D_fake: 0.163 +(epoch: 93, iters: 59028, time: 0.284, data: 0.018) G_GAN: 4.333 G_L1: 4.663 D_real: 0.012 D_fake: 0.161 +(epoch: 93, iters: 59128, time: 0.293, data: 0.017) G_GAN: 6.791 G_L1: 4.699 D_real: 0.081 D_fake: 0.067 +(epoch: 93, iters: 59228, time: 0.291, data: 0.019) G_GAN: 4.375 G_L1: 3.773 D_real: 0.004 D_fake: 0.132 +(epoch: 93, iters: 59328, time: 0.379, data: 0.018) G_GAN: 4.256 G_L1: 2.750 D_real: 0.132 D_fake: 0.257 +(epoch: 93, iters: 59428, time: 0.300, data: 0.016) G_GAN: 5.352 G_L1: 3.095 D_real: 0.013 D_fake: 0.027 +(epoch: 93, iters: 59528, time: 0.298, data: 0.018) G_GAN: 5.233 G_L1: 2.884 D_real: 0.001 D_fake: 0.017 +(epoch: 93, iters: 59628, time: 0.293, data: 0.018) G_GAN: 4.253 G_L1: 3.317 D_real: 0.022 D_fake: 0.129 +(epoch: 93, iters: 59728, time: 0.408, data: 0.019) G_GAN: 4.694 G_L1: 3.287 D_real: 0.005 D_fake: 0.032 +(epoch: 93, iters: 59828, time: 0.282, data: 0.018) G_GAN: 4.563 G_L1: 2.789 D_real: 0.046 D_fake: 0.087 +(epoch: 93, iters: 59928, time: 0.292, data: 0.017) G_GAN: 5.318 G_L1: 3.096 D_real: 0.016 D_fake: 0.026 +(epoch: 94, iters: 12, time: 0.275, data: 0.020) G_GAN: 4.905 G_L1: 3.747 D_real: 0.055 D_fake: 0.021 +(epoch: 94, iters: 112, time: 0.606, data: 0.015) G_GAN: 5.551 G_L1: 3.471 D_real: 0.341 D_fake: 0.044 +(epoch: 94, iters: 212, time: 0.284, data: 0.017) G_GAN: 5.259 G_L1: 3.206 D_real: 0.033 D_fake: 0.029 +(epoch: 94, iters: 312, time: 0.284, data: 0.016) G_GAN: 4.722 G_L1: 3.511 D_real: 0.161 D_fake: 0.048 +(epoch: 94, iters: 412, time: 0.294, data: 0.018) G_GAN: 3.698 G_L1: 2.981 D_real: 0.001 D_fake: 0.126 +(epoch: 94, iters: 512, time: 0.538, data: 0.018) G_GAN: 4.778 G_L1: 4.088 D_real: 0.063 D_fake: 0.039 +(epoch: 94, iters: 612, time: 0.281, data: 0.018) G_GAN: 4.168 G_L1: 3.505 D_real: 0.134 D_fake: 0.174 +(epoch: 94, iters: 712, time: 0.287, data: 0.018) G_GAN: 4.371 G_L1: 4.046 D_real: 0.013 D_fake: 0.116 +(epoch: 94, iters: 812, time: 0.278, data: 0.018) G_GAN: 5.899 G_L1: 3.920 D_real: 0.015 D_fake: 0.045 +(epoch: 94, iters: 912, time: 0.394, data: 0.017) G_GAN: 5.485 G_L1: 3.275 D_real: 0.007 D_fake: 0.006 +(epoch: 94, iters: 1012, time: 0.280, data: 0.019) G_GAN: 3.851 G_L1: 3.261 D_real: 0.006 D_fake: 0.192 +(epoch: 94, iters: 1112, time: 0.302, data: 0.017) G_GAN: 3.937 G_L1: 3.762 D_real: 0.017 D_fake: 0.064 +(epoch: 94, iters: 1212, time: 0.264, data: 0.022) G_GAN: 3.846 G_L1: 3.840 D_real: 0.059 D_fake: 0.071 +(epoch: 94, iters: 1312, time: 0.385, data: 0.016) G_GAN: 5.144 G_L1: 6.319 D_real: 0.024 D_fake: 0.021 +(epoch: 94, iters: 1412, time: 0.290, data: 0.016) G_GAN: 5.421 G_L1: 4.565 D_real: 0.028 D_fake: 0.029 +(epoch: 94, iters: 1512, time: 0.282, data: 0.017) G_GAN: 3.467 G_L1: 3.473 D_real: 0.029 D_fake: 0.202 +(epoch: 94, iters: 1612, time: 0.281, data: 0.016) G_GAN: 5.451 G_L1: 5.261 D_real: 0.016 D_fake: 0.030 +(epoch: 94, iters: 1712, time: 0.396, data: 0.017) G_GAN: 4.297 G_L1: 5.231 D_real: 0.128 D_fake: 0.048 +(epoch: 94, iters: 1812, time: 0.291, data: 0.018) G_GAN: 4.674 G_L1: 3.569 D_real: 0.127 D_fake: 0.050 +(epoch: 94, iters: 1912, time: 0.292, data: 0.018) G_GAN: 5.970 G_L1: 3.171 D_real: 0.043 D_fake: 0.015 +(epoch: 94, iters: 2012, time: 0.281, data: 0.018) G_GAN: 5.653 G_L1: 3.416 D_real: 0.032 D_fake: 0.009 +(epoch: 94, iters: 2112, time: 0.382, data: 0.017) G_GAN: 6.095 G_L1: 3.724 D_real: 0.001 D_fake: 0.016 +(epoch: 94, iters: 2212, time: 0.296, data: 0.017) G_GAN: 4.783 G_L1: 4.666 D_real: 0.316 D_fake: 0.020 +(epoch: 94, iters: 2312, time: 0.261, data: 0.019) G_GAN: 4.282 G_L1: 3.392 D_real: 0.042 D_fake: 0.128 +(epoch: 94, iters: 2412, time: 0.295, data: 0.015) G_GAN: 7.586 G_L1: 3.371 D_real: 0.035 D_fake: 0.005 +(epoch: 94, iters: 2512, time: 0.633, data: 0.018) G_GAN: 3.190 G_L1: 3.348 D_real: 0.290 D_fake: 0.287 +(epoch: 94, iters: 2612, time: 0.265, data: 0.018) G_GAN: 3.706 G_L1: 2.933 D_real: 0.015 D_fake: 0.146 +(epoch: 94, iters: 2712, time: 0.299, data: 0.017) G_GAN: 4.086 G_L1: 4.953 D_real: 0.113 D_fake: 0.226 +(epoch: 94, iters: 2812, time: 0.284, data: 0.020) G_GAN: 4.429 G_L1: 4.501 D_real: 0.027 D_fake: 0.149 +(epoch: 94, iters: 2912, time: 0.408, data: 0.018) G_GAN: 4.142 G_L1: 4.321 D_real: 0.121 D_fake: 0.171 +(epoch: 94, iters: 3012, time: 0.288, data: 0.017) G_GAN: 5.571 G_L1: 9.546 D_real: 0.218 D_fake: 0.011 +(epoch: 94, iters: 3112, time: 0.276, data: 0.017) G_GAN: 5.717 G_L1: 3.957 D_real: 0.012 D_fake: 0.049 +(epoch: 94, iters: 3212, time: 0.270, data: 0.017) G_GAN: 4.471 G_L1: 3.047 D_real: 0.075 D_fake: 0.040 +(epoch: 94, iters: 3312, time: 0.411, data: 0.017) G_GAN: 4.389 G_L1: 3.193 D_real: 0.009 D_fake: 0.091 +(epoch: 94, iters: 3412, time: 0.297, data: 0.018) G_GAN: 4.291 G_L1: 2.560 D_real: 0.224 D_fake: 0.042 +(epoch: 94, iters: 3512, time: 0.298, data: 0.021) G_GAN: 6.399 G_L1: 5.494 D_real: 0.002 D_fake: 0.011 +(epoch: 94, iters: 3612, time: 0.296, data: 0.019) G_GAN: 3.636 G_L1: 3.076 D_real: 0.209 D_fake: 0.055 +(epoch: 94, iters: 3712, time: 0.403, data: 0.021) G_GAN: 4.469 G_L1: 5.035 D_real: 0.020 D_fake: 0.035 +(epoch: 94, iters: 3812, time: 0.297, data: 0.019) G_GAN: 3.763 G_L1: 4.011 D_real: 0.140 D_fake: 0.098 +(epoch: 94, iters: 3912, time: 0.295, data: 0.021) G_GAN: 4.453 G_L1: 3.266 D_real: 0.557 D_fake: 0.022 +(epoch: 94, iters: 4012, time: 0.292, data: 0.019) G_GAN: 4.969 G_L1: 3.339 D_real: 0.015 D_fake: 0.069 +(epoch: 94, iters: 4112, time: 0.402, data: 0.019) G_GAN: 4.333 G_L1: 3.909 D_real: 0.159 D_fake: 0.042 +(epoch: 94, iters: 4212, time: 0.297, data: 0.019) G_GAN: 4.473 G_L1: 3.031 D_real: 0.143 D_fake: 0.052 +(epoch: 94, iters: 4312, time: 0.288, data: 0.019) G_GAN: 4.120 G_L1: 5.475 D_real: 0.089 D_fake: 0.053 +(epoch: 94, iters: 4412, time: 0.287, data: 0.018) G_GAN: 4.550 G_L1: 3.901 D_real: 0.087 D_fake: 0.175 +(epoch: 94, iters: 4512, time: 0.616, data: 0.019) G_GAN: 3.359 G_L1: 4.200 D_real: 0.488 D_fake: 0.038 +(epoch: 94, iters: 4612, time: 0.295, data: 0.018) G_GAN: 5.113 G_L1: 3.570 D_real: 0.139 D_fake: 0.017 +(epoch: 94, iters: 4712, time: 0.301, data: 0.018) G_GAN: 5.042 G_L1: 3.786 D_real: 0.181 D_fake: 0.213 +(epoch: 94, iters: 4812, time: 0.297, data: 0.021) G_GAN: 4.105 G_L1: 3.290 D_real: 0.121 D_fake: 0.158 +(epoch: 94, iters: 4912, time: 0.408, data: 0.019) G_GAN: 4.254 G_L1: 3.504 D_real: 0.079 D_fake: 0.065 +(epoch: 94, iters: 5012, time: 0.294, data: 0.020) G_GAN: 6.194 G_L1: 4.132 D_real: 0.079 D_fake: 0.010 +(epoch: 94, iters: 5112, time: 0.300, data: 0.020) G_GAN: 4.752 G_L1: 3.543 D_real: 0.076 D_fake: 0.060 +(epoch: 94, iters: 5212, time: 0.291, data: 0.020) G_GAN: 5.279 G_L1: 3.178 D_real: 0.009 D_fake: 0.023 +(epoch: 94, iters: 5312, time: 0.409, data: 0.020) G_GAN: 3.771 G_L1: 2.950 D_real: 0.024 D_fake: 0.136 +(epoch: 94, iters: 5412, time: 0.295, data: 0.019) G_GAN: 6.675 G_L1: 4.154 D_real: 0.223 D_fake: 0.017 +(epoch: 94, iters: 5512, time: 0.293, data: 0.018) G_GAN: 2.701 G_L1: 3.536 D_real: 0.007 D_fake: 0.359 +(epoch: 94, iters: 5612, time: 0.301, data: 0.018) G_GAN: 6.586 G_L1: 4.133 D_real: 0.000 D_fake: 0.007 +(epoch: 94, iters: 5712, time: 0.408, data: 0.018) G_GAN: 3.693 G_L1: 2.965 D_real: 0.301 D_fake: 0.106 +(epoch: 94, iters: 5812, time: 0.286, data: 0.020) G_GAN: 4.647 G_L1: 4.106 D_real: 0.029 D_fake: 0.023 +(epoch: 94, iters: 5912, time: 0.289, data: 0.018) G_GAN: 4.585 G_L1: 3.985 D_real: 0.362 D_fake: 0.155 +(epoch: 94, iters: 6012, time: 0.296, data: 0.018) G_GAN: 4.517 G_L1: 3.496 D_real: 0.048 D_fake: 0.073 +(epoch: 94, iters: 6112, time: 0.402, data: 0.021) G_GAN: 5.554 G_L1: 3.289 D_real: 0.087 D_fake: 0.037 +(epoch: 94, iters: 6212, time: 0.297, data: 0.020) G_GAN: 3.699 G_L1: 3.436 D_real: 0.141 D_fake: 0.139 +(epoch: 94, iters: 6312, time: 0.297, data: 0.018) G_GAN: 4.911 G_L1: 5.047 D_real: 0.293 D_fake: 0.037 +(epoch: 94, iters: 6412, time: 0.302, data: 0.018) G_GAN: 3.632 G_L1: 3.541 D_real: 0.009 D_fake: 0.126 +(epoch: 94, iters: 6512, time: 0.618, data: 0.019) G_GAN: 4.647 G_L1: 3.358 D_real: 0.090 D_fake: 0.054 +(epoch: 94, iters: 6612, time: 0.285, data: 0.017) G_GAN: 4.822 G_L1: 3.482 D_real: 0.087 D_fake: 0.058 +(epoch: 94, iters: 6712, time: 0.306, data: 0.016) G_GAN: 5.156 G_L1: 3.947 D_real: 1.023 D_fake: 0.009 +(epoch: 94, iters: 6812, time: 0.303, data: 0.018) G_GAN: 5.115 G_L1: 3.478 D_real: 0.371 D_fake: 0.089 +(epoch: 94, iters: 6912, time: 0.403, data: 0.020) G_GAN: 7.170 G_L1: 4.601 D_real: 0.003 D_fake: 0.007 +(epoch: 94, iters: 7012, time: 0.294, data: 0.017) G_GAN: 4.168 G_L1: 3.600 D_real: 0.400 D_fake: 0.076 +(epoch: 94, iters: 7112, time: 0.303, data: 0.018) G_GAN: 5.139 G_L1: 4.613 D_real: 0.010 D_fake: 0.037 +(epoch: 94, iters: 7212, time: 0.294, data: 0.020) G_GAN: 6.032 G_L1: 4.179 D_real: 0.083 D_fake: 0.008 +(epoch: 94, iters: 7312, time: 0.397, data: 0.018) G_GAN: 6.929 G_L1: 4.315 D_real: 0.002 D_fake: 0.020 +(epoch: 94, iters: 7412, time: 0.298, data: 0.019) G_GAN: 3.303 G_L1: 3.232 D_real: 0.105 D_fake: 0.156 +(epoch: 94, iters: 7512, time: 0.295, data: 0.018) G_GAN: 6.914 G_L1: 3.697 D_real: 0.322 D_fake: 0.003 +(epoch: 94, iters: 7612, time: 0.294, data: 0.017) G_GAN: 6.420 G_L1: 3.995 D_real: 0.128 D_fake: 0.019 +(epoch: 94, iters: 7712, time: 0.422, data: 0.017) G_GAN: 4.269 G_L1: 4.144 D_real: 0.159 D_fake: 0.039 +(epoch: 94, iters: 7812, time: 0.298, data: 0.020) G_GAN: 5.834 G_L1: 2.394 D_real: 0.296 D_fake: 0.030 +(epoch: 94, iters: 7912, time: 0.290, data: 0.018) G_GAN: 4.992 G_L1: 3.516 D_real: 0.051 D_fake: 0.069 +(epoch: 94, iters: 8012, time: 0.293, data: 0.017) G_GAN: 4.074 G_L1: 3.304 D_real: 0.011 D_fake: 0.358 +(epoch: 94, iters: 8112, time: 0.399, data: 0.017) G_GAN: 5.810 G_L1: 3.460 D_real: 0.020 D_fake: 0.039 +(epoch: 94, iters: 8212, time: 0.297, data: 0.018) G_GAN: 4.171 G_L1: 3.814 D_real: 0.273 D_fake: 0.024 +(epoch: 94, iters: 8312, time: 0.302, data: 0.017) G_GAN: 5.375 G_L1: 4.060 D_real: 0.061 D_fake: 0.012 +(epoch: 94, iters: 8412, time: 0.295, data: 0.019) G_GAN: 3.924 G_L1: 2.904 D_real: 0.044 D_fake: 0.054 +(epoch: 94, iters: 8512, time: 0.612, data: 0.019) G_GAN: 5.867 G_L1: 3.150 D_real: 0.085 D_fake: 0.158 +(epoch: 94, iters: 8612, time: 0.303, data: 0.019) G_GAN: 4.734 G_L1: 4.013 D_real: 0.089 D_fake: 0.059 +(epoch: 94, iters: 8712, time: 0.300, data: 0.018) G_GAN: 4.845 G_L1: 4.319 D_real: 0.047 D_fake: 0.050 +(epoch: 94, iters: 8812, time: 0.302, data: 0.020) G_GAN: 6.631 G_L1: 4.155 D_real: 0.068 D_fake: 0.012 +(epoch: 94, iters: 8912, time: 0.416, data: 0.018) G_GAN: 5.801 G_L1: 4.280 D_real: 0.078 D_fake: 0.012 +(epoch: 94, iters: 9012, time: 0.300, data: 0.018) G_GAN: 5.854 G_L1: 2.940 D_real: 0.031 D_fake: 0.021 +(epoch: 94, iters: 9112, time: 0.304, data: 0.023) G_GAN: 5.790 G_L1: 3.763 D_real: 0.053 D_fake: 0.078 +(epoch: 94, iters: 9212, time: 0.301, data: 0.019) G_GAN: 6.294 G_L1: 3.643 D_real: 0.027 D_fake: 0.005 +(epoch: 94, iters: 9312, time: 0.404, data: 0.019) G_GAN: 4.920 G_L1: 4.126 D_real: 0.004 D_fake: 0.191 +(epoch: 94, iters: 9412, time: 0.293, data: 0.016) G_GAN: 5.505 G_L1: 3.741 D_real: 0.009 D_fake: 0.086 +(epoch: 94, iters: 9512, time: 0.292, data: 0.018) G_GAN: 6.066 G_L1: 4.645 D_real: 0.035 D_fake: 0.016 +(epoch: 94, iters: 9612, time: 0.295, data: 0.019) G_GAN: 4.444 G_L1: 4.046 D_real: 0.036 D_fake: 0.137 +(epoch: 94, iters: 9712, time: 0.423, data: 0.022) G_GAN: 5.095 G_L1: 4.648 D_real: 0.001 D_fake: 0.064 +(epoch: 94, iters: 9812, time: 0.302, data: 0.019) G_GAN: 6.965 G_L1: 4.270 D_real: 0.038 D_fake: 0.008 +(epoch: 94, iters: 9912, time: 0.304, data: 0.019) G_GAN: 5.662 G_L1: 4.703 D_real: 0.019 D_fake: 0.034 +(epoch: 94, iters: 10012, time: 0.296, data: 0.018) G_GAN: 6.578 G_L1: 5.409 D_real: 0.021 D_fake: 0.007 +(epoch: 94, iters: 10112, time: 0.417, data: 0.018) G_GAN: 5.159 G_L1: 4.492 D_real: 0.188 D_fake: 0.013 +(epoch: 94, iters: 10212, time: 0.300, data: 0.019) G_GAN: 5.479 G_L1: 5.742 D_real: 0.009 D_fake: 0.040 +(epoch: 94, iters: 10312, time: 0.298, data: 0.018) G_GAN: 4.523 G_L1: 3.807 D_real: 0.198 D_fake: 0.142 +(epoch: 94, iters: 10412, time: 0.288, data: 0.020) G_GAN: 4.122 G_L1: 4.209 D_real: 0.037 D_fake: 0.189 +(epoch: 94, iters: 10512, time: 0.653, data: 0.019) G_GAN: 4.022 G_L1: 3.063 D_real: 0.162 D_fake: 0.036 +(epoch: 94, iters: 10612, time: 0.299, data: 0.019) G_GAN: 3.661 G_L1: 3.696 D_real: 0.013 D_fake: 0.100 +(epoch: 94, iters: 10712, time: 0.300, data: 0.019) G_GAN: 5.242 G_L1: 4.441 D_real: 0.001 D_fake: 0.015 +(epoch: 94, iters: 10812, time: 0.301, data: 0.019) G_GAN: 4.540 G_L1: 4.205 D_real: 0.010 D_fake: 0.097 +(epoch: 94, iters: 10912, time: 0.406, data: 0.021) G_GAN: 4.869 G_L1: 3.536 D_real: 0.323 D_fake: 0.010 +(epoch: 94, iters: 11012, time: 0.295, data: 0.020) G_GAN: 4.119 G_L1: 3.683 D_real: 0.036 D_fake: 0.147 +(epoch: 94, iters: 11112, time: 0.298, data: 0.020) G_GAN: 4.680 G_L1: 4.651 D_real: 0.005 D_fake: 0.049 +(epoch: 94, iters: 11212, time: 0.303, data: 0.019) G_GAN: 4.593 G_L1: 2.055 D_real: 0.096 D_fake: 0.083 +(epoch: 94, iters: 11312, time: 0.413, data: 0.022) G_GAN: 5.844 G_L1: 3.353 D_real: 0.101 D_fake: 0.022 +(epoch: 94, iters: 11412, time: 0.295, data: 0.020) G_GAN: 4.826 G_L1: 2.885 D_real: 0.224 D_fake: 0.050 +(epoch: 94, iters: 11512, time: 0.300, data: 0.019) G_GAN: 5.781 G_L1: 2.674 D_real: 0.162 D_fake: 0.018 +(epoch: 94, iters: 11612, time: 0.295, data: 0.019) G_GAN: 3.163 G_L1: 5.572 D_real: 0.196 D_fake: 0.075 +(epoch: 94, iters: 11712, time: 0.404, data: 0.019) G_GAN: 4.983 G_L1: 2.555 D_real: 0.022 D_fake: 0.019 +(epoch: 94, iters: 11812, time: 0.300, data: 0.021) G_GAN: 4.285 G_L1: 4.111 D_real: 0.001 D_fake: 0.489 +(epoch: 94, iters: 11912, time: 0.299, data: 0.020) G_GAN: 5.734 G_L1: 5.309 D_real: 0.196 D_fake: 0.023 +(epoch: 94, iters: 12012, time: 0.296, data: 0.019) G_GAN: 4.705 G_L1: 4.333 D_real: 0.785 D_fake: 0.029 +(epoch: 94, iters: 12112, time: 0.412, data: 0.019) G_GAN: 7.167 G_L1: 4.230 D_real: 0.025 D_fake: 0.010 +(epoch: 94, iters: 12212, time: 0.305, data: 0.020) G_GAN: 5.487 G_L1: 3.076 D_real: 0.390 D_fake: 0.020 +(epoch: 94, iters: 12312, time: 0.305, data: 0.020) G_GAN: 3.986 G_L1: 3.942 D_real: 0.002 D_fake: 0.068 +(epoch: 94, iters: 12412, time: 0.299, data: 0.019) G_GAN: 4.218 G_L1: 3.241 D_real: 0.062 D_fake: 0.053 +(epoch: 94, iters: 12512, time: 0.664, data: 0.021) G_GAN: 3.313 G_L1: 3.809 D_real: 0.142 D_fake: 0.097 +(epoch: 94, iters: 12612, time: 0.302, data: 0.019) G_GAN: 5.122 G_L1: 3.322 D_real: 0.002 D_fake: 0.022 +(epoch: 94, iters: 12712, time: 0.299, data: 0.019) G_GAN: 4.706 G_L1: 4.307 D_real: 0.027 D_fake: 0.060 +(epoch: 94, iters: 12812, time: 0.290, data: 0.020) G_GAN: 4.476 G_L1: 4.171 D_real: 0.018 D_fake: 0.039 +(epoch: 94, iters: 12912, time: 0.399, data: 0.018) G_GAN: 6.327 G_L1: 3.073 D_real: 0.058 D_fake: 0.017 +(epoch: 94, iters: 13012, time: 0.301, data: 0.020) G_GAN: 5.488 G_L1: 4.428 D_real: 0.015 D_fake: 0.069 +(epoch: 94, iters: 13112, time: 0.299, data: 0.019) G_GAN: 5.559 G_L1: 5.432 D_real: 0.000 D_fake: 0.043 +(epoch: 94, iters: 13212, time: 0.303, data: 0.019) G_GAN: 5.669 G_L1: 4.118 D_real: 0.118 D_fake: 0.035 +(epoch: 94, iters: 13312, time: 0.398, data: 0.019) G_GAN: 2.831 G_L1: 2.941 D_real: 0.706 D_fake: 0.077 +(epoch: 94, iters: 13412, time: 0.291, data: 0.019) G_GAN: 4.605 G_L1: 3.279 D_real: 0.147 D_fake: 0.035 +(epoch: 94, iters: 13512, time: 0.291, data: 0.018) G_GAN: 4.340 G_L1: 3.708 D_real: 0.032 D_fake: 0.090 +(epoch: 94, iters: 13612, time: 0.299, data: 0.019) G_GAN: 4.454 G_L1: 5.143 D_real: 0.001 D_fake: 0.045 +(epoch: 94, iters: 13712, time: 0.413, data: 0.019) G_GAN: 4.786 G_L1: 4.235 D_real: 0.077 D_fake: 0.045 +(epoch: 94, iters: 13812, time: 0.283, data: 0.018) G_GAN: 2.608 G_L1: 2.852 D_real: 0.143 D_fake: 0.227 +(epoch: 94, iters: 13912, time: 0.292, data: 0.017) G_GAN: 5.613 G_L1: 5.890 D_real: 0.002 D_fake: 0.023 +(epoch: 94, iters: 14012, time: 0.291, data: 0.019) G_GAN: 5.316 G_L1: 3.902 D_real: 0.070 D_fake: 0.030 +(epoch: 94, iters: 14112, time: 0.405, data: 0.017) G_GAN: 4.629 G_L1: 5.070 D_real: 0.168 D_fake: 0.055 +(epoch: 94, iters: 14212, time: 0.290, data: 0.017) G_GAN: 5.799 G_L1: 4.369 D_real: 0.322 D_fake: 0.013 +(epoch: 94, iters: 14312, time: 0.271, data: 0.018) G_GAN: 2.726 G_L1: 3.437 D_real: 0.030 D_fake: 0.111 +(epoch: 94, iters: 14412, time: 0.279, data: 0.015) G_GAN: 5.948 G_L1: 4.461 D_real: 0.018 D_fake: 0.040 +(epoch: 94, iters: 14512, time: 0.587, data: 0.019) G_GAN: 4.923 G_L1: 2.420 D_real: 0.042 D_fake: 0.047 +(epoch: 94, iters: 14612, time: 0.276, data: 0.016) G_GAN: 5.556 G_L1: 4.194 D_real: 0.116 D_fake: 0.034 +(epoch: 94, iters: 14712, time: 0.278, data: 0.018) G_GAN: 3.628 G_L1: 3.532 D_real: 0.133 D_fake: 0.062 +(epoch: 94, iters: 14812, time: 0.286, data: 0.017) G_GAN: 4.540 G_L1: 3.458 D_real: 0.082 D_fake: 0.051 +(epoch: 94, iters: 14912, time: 0.411, data: 0.018) G_GAN: 4.977 G_L1: 2.840 D_real: 0.005 D_fake: 0.061 +(epoch: 94, iters: 15012, time: 0.282, data: 0.019) G_GAN: 5.224 G_L1: 3.186 D_real: 0.144 D_fake: 0.058 +(epoch: 94, iters: 15112, time: 0.290, data: 0.017) G_GAN: 5.266 G_L1: 3.800 D_real: 0.024 D_fake: 0.018 +(epoch: 94, iters: 15212, time: 0.291, data: 0.026) G_GAN: 4.767 G_L1: 4.121 D_real: 0.035 D_fake: 0.016 +(epoch: 94, iters: 15312, time: 0.362, data: 0.018) G_GAN: 3.753 G_L1: 2.486 D_real: 0.147 D_fake: 0.046 +(epoch: 94, iters: 15412, time: 0.281, data: 0.015) G_GAN: 4.891 G_L1: 4.469 D_real: 0.003 D_fake: 0.073 +(epoch: 94, iters: 15512, time: 0.295, data: 0.018) G_GAN: 4.137 G_L1: 3.808 D_real: 0.010 D_fake: 0.333 +(epoch: 94, iters: 15612, time: 0.274, data: 0.018) G_GAN: 6.012 G_L1: 4.404 D_real: 0.247 D_fake: 0.034 +(epoch: 94, iters: 15712, time: 0.386, data: 0.016) G_GAN: 6.880 G_L1: 5.750 D_real: 0.001 D_fake: 0.010 +(epoch: 94, iters: 15812, time: 0.287, data: 0.020) G_GAN: 5.087 G_L1: 3.797 D_real: 0.495 D_fake: 0.102 +(epoch: 94, iters: 15912, time: 0.273, data: 0.016) G_GAN: 7.240 G_L1: 5.536 D_real: 0.132 D_fake: 0.020 +(epoch: 94, iters: 16012, time: 0.285, data: 0.017) G_GAN: 6.178 G_L1: 2.917 D_real: 0.019 D_fake: 0.030 +(epoch: 94, iters: 16112, time: 0.410, data: 0.017) G_GAN: 5.943 G_L1: 4.221 D_real: 0.001 D_fake: 0.014 +(epoch: 94, iters: 16212, time: 0.268, data: 0.017) G_GAN: 3.682 G_L1: 4.561 D_real: 0.149 D_fake: 0.062 +(epoch: 94, iters: 16312, time: 0.292, data: 0.015) G_GAN: 4.919 G_L1: 3.560 D_real: 0.003 D_fake: 0.028 +(epoch: 94, iters: 16412, time: 0.290, data: 0.019) G_GAN: 5.148 G_L1: 3.910 D_real: 0.031 D_fake: 0.088 +(epoch: 94, iters: 16512, time: 0.624, data: 0.017) G_GAN: 4.662 G_L1: 4.029 D_real: 0.064 D_fake: 0.064 +(epoch: 94, iters: 16612, time: 0.294, data: 0.019) G_GAN: 4.448 G_L1: 3.094 D_real: 0.220 D_fake: 0.044 +(epoch: 94, iters: 16712, time: 0.283, data: 0.018) G_GAN: 4.327 G_L1: 4.834 D_real: 0.012 D_fake: 0.074 +(epoch: 94, iters: 16812, time: 0.279, data: 0.018) G_GAN: 4.937 G_L1: 3.783 D_real: 0.204 D_fake: 0.022 +(epoch: 94, iters: 16912, time: 0.406, data: 0.018) G_GAN: 6.152 G_L1: 3.813 D_real: 0.012 D_fake: 0.013 +(epoch: 94, iters: 17012, time: 0.287, data: 0.016) G_GAN: 3.269 G_L1: 3.142 D_real: 0.077 D_fake: 0.153 +(epoch: 94, iters: 17112, time: 0.284, data: 0.018) G_GAN: 3.280 G_L1: 2.822 D_real: 0.282 D_fake: 0.093 +(epoch: 94, iters: 17212, time: 0.286, data: 0.016) G_GAN: 5.524 G_L1: 3.580 D_real: 0.012 D_fake: 0.134 +(epoch: 94, iters: 17312, time: 0.408, data: 0.018) G_GAN: 7.474 G_L1: 8.205 D_real: 0.003 D_fake: 0.201 +(epoch: 94, iters: 17412, time: 0.291, data: 0.018) G_GAN: 4.799 G_L1: 3.846 D_real: 0.009 D_fake: 0.066 +(epoch: 94, iters: 17512, time: 0.293, data: 0.017) G_GAN: 3.811 G_L1: 2.825 D_real: 0.100 D_fake: 0.303 +(epoch: 94, iters: 17612, time: 0.281, data: 0.020) G_GAN: 4.471 G_L1: 3.687 D_real: 0.082 D_fake: 0.181 +(epoch: 94, iters: 17712, time: 0.390, data: 0.017) G_GAN: 4.691 G_L1: 4.607 D_real: 0.120 D_fake: 0.195 +(epoch: 94, iters: 17812, time: 0.289, data: 0.017) G_GAN: 5.958 G_L1: 3.433 D_real: 0.182 D_fake: 0.005 +(epoch: 94, iters: 17912, time: 0.271, data: 0.016) G_GAN: 6.223 G_L1: 4.141 D_real: 0.010 D_fake: 0.017 +(epoch: 94, iters: 18012, time: 0.276, data: 0.015) G_GAN: 5.168 G_L1: 3.443 D_real: 0.080 D_fake: 0.053 +(epoch: 94, iters: 18112, time: 0.396, data: 0.016) G_GAN: 5.472 G_L1: 3.659 D_real: 0.006 D_fake: 0.025 +(epoch: 94, iters: 18212, time: 0.271, data: 0.016) G_GAN: 5.936 G_L1: 5.025 D_real: 0.047 D_fake: 0.135 +(epoch: 94, iters: 18312, time: 0.296, data: 0.017) G_GAN: 4.273 G_L1: 4.836 D_real: 0.006 D_fake: 0.069 +(epoch: 94, iters: 18412, time: 0.281, data: 0.019) G_GAN: 5.542 G_L1: 4.358 D_real: 0.007 D_fake: 0.016 +(epoch: 94, iters: 18512, time: 0.615, data: 0.016) G_GAN: 5.088 G_L1: 4.059 D_real: 0.000 D_fake: 0.029 +(epoch: 94, iters: 18612, time: 0.296, data: 0.019) G_GAN: 4.399 G_L1: 4.101 D_real: 0.160 D_fake: 0.058 +(epoch: 94, iters: 18712, time: 0.280, data: 0.021) G_GAN: 6.445 G_L1: 4.551 D_real: 0.024 D_fake: 0.010 +(epoch: 94, iters: 18812, time: 0.298, data: 0.018) G_GAN: 4.845 G_L1: 3.289 D_real: 0.031 D_fake: 0.135 +(epoch: 94, iters: 18912, time: 0.399, data: 0.019) G_GAN: 6.892 G_L1: 3.362 D_real: 0.011 D_fake: 0.118 +(epoch: 94, iters: 19012, time: 0.292, data: 0.019) G_GAN: 5.332 G_L1: 4.463 D_real: 0.026 D_fake: 0.031 +(epoch: 94, iters: 19112, time: 0.300, data: 0.019) G_GAN: 4.200 G_L1: 3.018 D_real: 0.014 D_fake: 0.048 +(epoch: 94, iters: 19212, time: 0.302, data: 0.019) G_GAN: 4.570 G_L1: 4.379 D_real: 0.113 D_fake: 0.036 +(epoch: 94, iters: 19312, time: 0.417, data: 0.019) G_GAN: 6.588 G_L1: 4.888 D_real: 0.432 D_fake: 0.035 +(epoch: 94, iters: 19412, time: 0.298, data: 0.018) G_GAN: 6.003 G_L1: 4.915 D_real: 0.000 D_fake: 0.020 +(epoch: 94, iters: 19512, time: 0.289, data: 0.018) G_GAN: 7.788 G_L1: 6.555 D_real: 0.015 D_fake: 0.006 +(epoch: 94, iters: 19612, time: 0.293, data: 0.019) G_GAN: 6.857 G_L1: 5.756 D_real: 0.003 D_fake: 0.014 +(epoch: 94, iters: 19712, time: 0.418, data: 0.019) G_GAN: 4.749 G_L1: 5.012 D_real: 0.003 D_fake: 0.062 +(epoch: 94, iters: 19812, time: 0.293, data: 0.018) G_GAN: 6.556 G_L1: 4.206 D_real: 0.099 D_fake: 0.077 +(epoch: 94, iters: 19912, time: 0.303, data: 0.018) G_GAN: 6.760 G_L1: 2.664 D_real: 0.057 D_fake: 0.188 +(epoch: 94, iters: 20012, time: 0.294, data: 0.019) G_GAN: 5.384 G_L1: 3.733 D_real: 0.068 D_fake: 0.072 +(epoch: 94, iters: 20112, time: 0.406, data: 0.018) G_GAN: 6.829 G_L1: 4.393 D_real: 0.000 D_fake: 0.006 +(epoch: 94, iters: 20212, time: 0.286, data: 0.018) G_GAN: 6.197 G_L1: 2.770 D_real: 0.018 D_fake: 0.013 +(epoch: 94, iters: 20312, time: 0.306, data: 0.017) G_GAN: 5.665 G_L1: 4.900 D_real: 0.004 D_fake: 0.028 +(epoch: 94, iters: 20412, time: 0.295, data: 0.019) G_GAN: 3.973 G_L1: 2.398 D_real: 0.220 D_fake: 0.173 +(epoch: 94, iters: 20512, time: 0.651, data: 0.018) G_GAN: 5.997 G_L1: 4.114 D_real: 0.283 D_fake: 0.128 +(epoch: 94, iters: 20612, time: 0.301, data: 0.019) G_GAN: 3.258 G_L1: 2.614 D_real: 0.099 D_fake: 0.115 +(epoch: 94, iters: 20712, time: 0.300, data: 0.020) G_GAN: 4.712 G_L1: 3.784 D_real: 0.122 D_fake: 0.041 +(epoch: 94, iters: 20812, time: 0.289, data: 0.019) G_GAN: 4.484 G_L1: 3.948 D_real: 0.005 D_fake: 0.099 +(epoch: 94, iters: 20912, time: 0.381, data: 0.018) G_GAN: 4.892 G_L1: 5.275 D_real: 0.021 D_fake: 0.233 +(epoch: 94, iters: 21012, time: 0.302, data: 0.019) G_GAN: 5.689 G_L1: 4.789 D_real: 0.018 D_fake: 0.570 +(epoch: 94, iters: 21112, time: 0.297, data: 0.020) G_GAN: 2.104 G_L1: 3.446 D_real: 0.443 D_fake: 0.140 +(epoch: 94, iters: 21212, time: 0.296, data: 0.020) G_GAN: 4.890 G_L1: 3.567 D_real: 0.085 D_fake: 0.024 +(epoch: 94, iters: 21312, time: 0.406, data: 0.017) G_GAN: 7.055 G_L1: 4.271 D_real: 0.009 D_fake: 0.012 +(epoch: 94, iters: 21412, time: 0.269, data: 0.017) G_GAN: 6.864 G_L1: 3.480 D_real: 0.030 D_fake: 0.010 +(epoch: 94, iters: 21512, time: 0.292, data: 0.016) G_GAN: 4.675 G_L1: 3.766 D_real: 0.000 D_fake: 0.092 +(epoch: 94, iters: 21612, time: 0.299, data: 0.017) G_GAN: 3.623 G_L1: 5.231 D_real: 0.702 D_fake: 0.029 +(epoch: 94, iters: 21712, time: 0.385, data: 0.018) G_GAN: 3.382 G_L1: 3.202 D_real: 0.001 D_fake: 0.249 +(epoch: 94, iters: 21812, time: 0.302, data: 0.019) G_GAN: 3.814 G_L1: 4.916 D_real: 0.012 D_fake: 0.143 +(epoch: 94, iters: 21912, time: 0.289, data: 0.018) G_GAN: 5.186 G_L1: 3.703 D_real: 0.067 D_fake: 0.155 +(epoch: 94, iters: 22012, time: 0.288, data: 0.019) G_GAN: 5.459 G_L1: 5.412 D_real: 0.119 D_fake: 0.054 +(epoch: 94, iters: 22112, time: 0.396, data: 0.017) G_GAN: 4.141 G_L1: 3.344 D_real: 0.052 D_fake: 0.145 +(epoch: 94, iters: 22212, time: 0.293, data: 0.016) G_GAN: 4.976 G_L1: 4.782 D_real: 0.010 D_fake: 0.035 +(epoch: 94, iters: 22312, time: 0.289, data: 0.022) G_GAN: 4.397 G_L1: 3.376 D_real: 0.174 D_fake: 0.026 +(epoch: 94, iters: 22412, time: 0.288, data: 0.017) G_GAN: 3.855 G_L1: 2.320 D_real: 0.196 D_fake: 0.060 +(epoch: 94, iters: 22512, time: 0.621, data: 0.019) G_GAN: 4.978 G_L1: 4.078 D_real: 0.034 D_fake: 0.027 +(epoch: 94, iters: 22612, time: 0.293, data: 0.020) G_GAN: 5.713 G_L1: 5.389 D_real: 0.164 D_fake: 0.022 +(epoch: 94, iters: 22712, time: 0.290, data: 0.019) G_GAN: 4.447 G_L1: 3.842 D_real: 0.073 D_fake: 0.116 +(epoch: 94, iters: 22812, time: 0.299, data: 0.017) G_GAN: 6.188 G_L1: 6.089 D_real: 0.021 D_fake: 0.043 +(epoch: 94, iters: 22912, time: 0.415, data: 0.022) G_GAN: 3.753 G_L1: 6.202 D_real: 0.025 D_fake: 0.226 +(epoch: 94, iters: 23012, time: 0.293, data: 0.020) G_GAN: 4.844 G_L1: 3.544 D_real: 0.013 D_fake: 0.027 +(epoch: 94, iters: 23112, time: 0.300, data: 0.020) G_GAN: 4.163 G_L1: 3.045 D_real: 0.162 D_fake: 0.038 +(epoch: 94, iters: 23212, time: 0.300, data: 0.019) G_GAN: 4.497 G_L1: 3.249 D_real: 0.031 D_fake: 0.114 +(epoch: 94, iters: 23312, time: 0.411, data: 0.022) G_GAN: 7.595 G_L1: 2.739 D_real: 0.085 D_fake: 0.004 +(epoch: 94, iters: 23412, time: 0.289, data: 0.021) G_GAN: 5.962 G_L1: 3.276 D_real: 0.039 D_fake: 0.006 +(epoch: 94, iters: 23512, time: 0.299, data: 0.019) G_GAN: 5.322 G_L1: 8.249 D_real: 0.013 D_fake: 0.045 +(epoch: 94, iters: 23612, time: 0.292, data: 0.019) G_GAN: 8.367 G_L1: 6.829 D_real: 0.002 D_fake: 0.006 +(epoch: 94, iters: 23712, time: 0.415, data: 0.019) G_GAN: 4.372 G_L1: 4.237 D_real: 0.013 D_fake: 0.063 +(epoch: 94, iters: 23812, time: 0.308, data: 0.019) G_GAN: 4.570 G_L1: 3.959 D_real: 0.034 D_fake: 0.087 +(epoch: 94, iters: 23912, time: 0.291, data: 0.020) G_GAN: 5.835 G_L1: 3.839 D_real: 0.543 D_fake: 0.026 +(epoch: 94, iters: 24012, time: 0.295, data: 0.021) G_GAN: 7.495 G_L1: 4.847 D_real: 0.002 D_fake: 0.006 +(epoch: 94, iters: 24112, time: 0.408, data: 0.018) G_GAN: 6.247 G_L1: 3.625 D_real: 0.012 D_fake: 0.009 +(epoch: 94, iters: 24212, time: 0.297, data: 0.020) G_GAN: 4.628 G_L1: 4.909 D_real: 0.007 D_fake: 0.054 +(epoch: 94, iters: 24312, time: 0.298, data: 0.019) G_GAN: 5.058 G_L1: 3.924 D_real: 0.011 D_fake: 0.045 +(epoch: 94, iters: 24412, time: 0.288, data: 0.019) G_GAN: 4.349 G_L1: 4.072 D_real: 0.033 D_fake: 0.070 +(epoch: 94, iters: 24512, time: 0.579, data: 0.017) G_GAN: 4.517 G_L1: 4.204 D_real: 0.174 D_fake: 0.027 +(epoch: 94, iters: 24612, time: 0.297, data: 0.021) G_GAN: 4.263 G_L1: 2.250 D_real: 0.080 D_fake: 0.039 +(epoch: 94, iters: 24712, time: 0.304, data: 0.019) G_GAN: 4.400 G_L1: 6.734 D_real: 0.177 D_fake: 0.043 +(epoch: 94, iters: 24812, time: 0.300, data: 0.018) G_GAN: 3.601 G_L1: 3.377 D_real: 0.446 D_fake: 0.057 +(epoch: 94, iters: 24912, time: 0.403, data: 0.019) G_GAN: 6.773 G_L1: 3.347 D_real: 0.016 D_fake: 0.005 +(epoch: 94, iters: 25012, time: 0.303, data: 0.020) G_GAN: 4.740 G_L1: 4.338 D_real: 0.015 D_fake: 0.068 +(epoch: 94, iters: 25112, time: 0.300, data: 0.018) G_GAN: 6.646 G_L1: 4.087 D_real: 0.011 D_fake: 0.035 +(epoch: 94, iters: 25212, time: 0.308, data: 0.019) G_GAN: 4.504 G_L1: 2.609 D_real: 0.029 D_fake: 0.032 +(epoch: 94, iters: 25312, time: 0.388, data: 0.020) G_GAN: 3.418 G_L1: 2.257 D_real: 0.039 D_fake: 0.269 +(epoch: 94, iters: 25412, time: 0.288, data: 0.020) G_GAN: 7.581 G_L1: 3.485 D_real: 0.005 D_fake: 0.004 +(epoch: 94, iters: 25512, time: 0.304, data: 0.018) G_GAN: 5.716 G_L1: 4.006 D_real: 0.110 D_fake: 0.006 +(epoch: 94, iters: 25612, time: 0.294, data: 0.019) G_GAN: 5.715 G_L1: 4.080 D_real: 0.172 D_fake: 0.054 +(epoch: 94, iters: 25712, time: 0.390, data: 0.022) G_GAN: 3.776 G_L1: 3.531 D_real: 0.021 D_fake: 0.135 +(epoch: 94, iters: 25812, time: 0.297, data: 0.019) G_GAN: 6.347 G_L1: 5.381 D_real: 0.036 D_fake: 0.015 +(epoch: 94, iters: 25912, time: 0.297, data: 0.019) G_GAN: 4.336 G_L1: 4.146 D_real: 0.012 D_fake: 0.077 +(epoch: 94, iters: 26012, time: 0.293, data: 0.019) G_GAN: 5.871 G_L1: 4.976 D_real: 0.048 D_fake: 0.031 +(epoch: 94, iters: 26112, time: 0.405, data: 0.019) G_GAN: 5.121 G_L1: 3.913 D_real: 0.024 D_fake: 0.035 +(epoch: 94, iters: 26212, time: 0.304, data: 0.018) G_GAN: 4.291 G_L1: 4.070 D_real: 0.009 D_fake: 0.042 +(epoch: 94, iters: 26312, time: 0.303, data: 0.020) G_GAN: 4.316 G_L1: 4.317 D_real: 0.024 D_fake: 0.121 +(epoch: 94, iters: 26412, time: 0.302, data: 0.020) G_GAN: 4.135 G_L1: 4.197 D_real: 0.005 D_fake: 0.079 +(epoch: 94, iters: 26512, time: 0.567, data: 0.020) G_GAN: 4.776 G_L1: 2.512 D_real: 0.269 D_fake: 0.090 +(epoch: 94, iters: 26612, time: 0.296, data: 0.018) G_GAN: 5.398 G_L1: 3.191 D_real: 0.017 D_fake: 0.041 +(epoch: 94, iters: 26712, time: 0.306, data: 0.020) G_GAN: 6.846 G_L1: 3.842 D_real: 0.000 D_fake: 0.036 +(epoch: 94, iters: 26812, time: 0.303, data: 0.018) G_GAN: 5.296 G_L1: 4.930 D_real: 0.212 D_fake: 0.014 +(epoch: 94, iters: 26912, time: 0.414, data: 0.019) G_GAN: 5.731 G_L1: 4.379 D_real: 0.046 D_fake: 0.027 +(epoch: 94, iters: 27012, time: 0.295, data: 0.020) G_GAN: 5.650 G_L1: 4.366 D_real: 0.076 D_fake: 0.019 +(epoch: 94, iters: 27112, time: 0.296, data: 0.020) G_GAN: 5.482 G_L1: 3.414 D_real: 0.178 D_fake: 0.088 +(epoch: 94, iters: 27212, time: 0.294, data: 0.018) G_GAN: 4.587 G_L1: 4.185 D_real: 0.034 D_fake: 0.315 +(epoch: 94, iters: 27312, time: 0.419, data: 0.021) G_GAN: 4.027 G_L1: 3.307 D_real: 0.024 D_fake: 0.074 +(epoch: 94, iters: 27412, time: 0.297, data: 0.019) G_GAN: 5.420 G_L1: 3.535 D_real: 0.036 D_fake: 0.021 +(epoch: 94, iters: 27512, time: 0.302, data: 0.020) G_GAN: 4.357 G_L1: 3.951 D_real: 0.121 D_fake: 0.045 +(epoch: 94, iters: 27612, time: 0.294, data: 0.020) G_GAN: 4.434 G_L1: 6.977 D_real: 0.000 D_fake: 0.146 +(epoch: 94, iters: 27712, time: 0.414, data: 0.019) G_GAN: 3.987 G_L1: 3.807 D_real: 0.009 D_fake: 0.092 +(epoch: 94, iters: 27812, time: 0.296, data: 0.018) G_GAN: 5.057 G_L1: 4.717 D_real: 0.001 D_fake: 0.027 +(epoch: 94, iters: 27912, time: 0.297, data: 0.019) G_GAN: 4.579 G_L1: 4.784 D_real: 0.119 D_fake: 0.043 +(epoch: 94, iters: 28012, time: 0.286, data: 0.020) G_GAN: 5.917 G_L1: 4.073 D_real: 0.052 D_fake: 0.056 +(epoch: 94, iters: 28112, time: 0.412, data: 0.019) G_GAN: 4.497 G_L1: 3.608 D_real: 0.082 D_fake: 0.048 +(epoch: 94, iters: 28212, time: 0.300, data: 0.019) G_GAN: 8.824 G_L1: 7.885 D_real: 0.004 D_fake: 0.005 +(epoch: 94, iters: 28312, time: 0.304, data: 0.019) G_GAN: 5.831 G_L1: 2.876 D_real: 0.001 D_fake: 0.022 +(epoch: 94, iters: 28412, time: 0.288, data: 0.019) G_GAN: 8.078 G_L1: 3.880 D_real: 0.062 D_fake: 0.012 +(epoch: 94, iters: 28512, time: 0.588, data: 0.019) G_GAN: 5.776 G_L1: 3.731 D_real: 0.001 D_fake: 0.011 +(epoch: 94, iters: 28612, time: 0.293, data: 0.019) G_GAN: 6.136 G_L1: 3.637 D_real: 0.155 D_fake: 0.006 +(epoch: 94, iters: 28712, time: 0.301, data: 0.019) G_GAN: 7.071 G_L1: 4.109 D_real: 0.365 D_fake: 0.006 +(epoch: 94, iters: 28812, time: 0.300, data: 0.019) G_GAN: 6.348 G_L1: 7.085 D_real: 0.000 D_fake: 0.012 +(epoch: 94, iters: 28912, time: 0.375, data: 0.020) G_GAN: 8.470 G_L1: 4.000 D_real: 0.001 D_fake: 0.001 +(epoch: 94, iters: 29012, time: 0.285, data: 0.014) G_GAN: 4.649 G_L1: 3.359 D_real: 0.000 D_fake: 0.055 +(epoch: 94, iters: 29112, time: 0.295, data: 0.018) G_GAN: 5.057 G_L1: 3.233 D_real: 0.019 D_fake: 0.050 +(epoch: 94, iters: 29212, time: 0.289, data: 0.019) G_GAN: 6.554 G_L1: 3.624 D_real: 0.065 D_fake: 0.028 +(epoch: 94, iters: 29312, time: 0.417, data: 0.017) G_GAN: 4.837 G_L1: 5.635 D_real: 0.124 D_fake: 0.024 +(epoch: 94, iters: 29412, time: 0.291, data: 0.018) G_GAN: 6.973 G_L1: 5.341 D_real: 0.086 D_fake: 0.007 +(epoch: 94, iters: 29512, time: 0.291, data: 0.018) G_GAN: 6.189 G_L1: 5.206 D_real: 0.259 D_fake: 0.022 +(epoch: 94, iters: 29612, time: 0.280, data: 0.017) G_GAN: 6.157 G_L1: 5.833 D_real: 0.001 D_fake: 0.030 +(epoch: 94, iters: 29712, time: 0.400, data: 0.017) G_GAN: 5.616 G_L1: 3.951 D_real: 0.002 D_fake: 0.022 +(epoch: 94, iters: 29812, time: 0.293, data: 0.017) G_GAN: 5.444 G_L1: 4.502 D_real: 0.179 D_fake: 0.012 +(epoch: 94, iters: 29912, time: 0.278, data: 0.018) G_GAN: 6.232 G_L1: 3.531 D_real: 0.000 D_fake: 0.076 +(epoch: 94, iters: 30012, time: 0.257, data: 0.018) G_GAN: 6.491 G_L1: 2.631 D_real: 0.018 D_fake: 0.031 +(epoch: 94, iters: 30112, time: 0.389, data: 0.016) G_GAN: 5.673 G_L1: 3.446 D_real: 0.014 D_fake: 0.019 +(epoch: 94, iters: 30212, time: 0.284, data: 0.018) G_GAN: 9.146 G_L1: 5.739 D_real: 0.001 D_fake: 0.000 +(epoch: 94, iters: 30312, time: 0.274, data: 0.018) G_GAN: 5.921 G_L1: 4.762 D_real: 0.007 D_fake: 0.034 +(epoch: 94, iters: 30412, time: 0.287, data: 0.015) G_GAN: 6.411 G_L1: 5.405 D_real: 0.161 D_fake: 0.005 +(epoch: 94, iters: 30512, time: 0.606, data: 0.016) G_GAN: 4.651 G_L1: 3.745 D_real: 0.167 D_fake: 0.028 +(epoch: 94, iters: 30612, time: 0.272, data: 0.016) G_GAN: 4.479 G_L1: 2.495 D_real: 0.025 D_fake: 0.036 +(epoch: 94, iters: 30712, time: 0.275, data: 0.015) G_GAN: 7.423 G_L1: 3.703 D_real: 0.529 D_fake: 0.028 +(epoch: 94, iters: 30812, time: 0.284, data: 0.015) G_GAN: 4.966 G_L1: 4.430 D_real: 0.006 D_fake: 0.025 +(epoch: 94, iters: 30912, time: 0.383, data: 0.017) G_GAN: 6.327 G_L1: 4.971 D_real: 0.003 D_fake: 0.016 +(epoch: 94, iters: 31012, time: 0.284, data: 0.017) G_GAN: 4.910 G_L1: 5.383 D_real: 0.000 D_fake: 0.043 +(epoch: 94, iters: 31112, time: 0.292, data: 0.016) G_GAN: 4.123 G_L1: 2.903 D_real: 0.106 D_fake: 0.030 +(epoch: 94, iters: 31212, time: 0.293, data: 0.019) G_GAN: 4.693 G_L1: 3.563 D_real: 0.020 D_fake: 0.093 +(epoch: 94, iters: 31312, time: 0.407, data: 0.019) G_GAN: 5.534 G_L1: 3.089 D_real: 0.015 D_fake: 0.011 +(epoch: 94, iters: 31412, time: 0.292, data: 0.018) G_GAN: 6.093 G_L1: 5.989 D_real: 0.001 D_fake: 0.009 +(epoch: 94, iters: 31512, time: 0.296, data: 0.018) G_GAN: 5.670 G_L1: 2.717 D_real: 0.003 D_fake: 0.015 +(epoch: 94, iters: 31612, time: 0.295, data: 0.017) G_GAN: 5.076 G_L1: 4.982 D_real: 0.085 D_fake: 0.035 +(epoch: 94, iters: 31712, time: 0.411, data: 0.018) G_GAN: 5.212 G_L1: 3.252 D_real: 0.061 D_fake: 0.025 +(epoch: 94, iters: 31812, time: 0.298, data: 0.018) G_GAN: 6.333 G_L1: 3.623 D_real: 0.031 D_fake: 0.076 +(epoch: 94, iters: 31912, time: 0.259, data: 0.019) G_GAN: 5.356 G_L1: 3.325 D_real: 0.036 D_fake: 0.019 +(epoch: 94, iters: 32012, time: 0.278, data: 0.015) G_GAN: 6.538 G_L1: 4.423 D_real: 0.000 D_fake: 0.006 +(epoch: 94, iters: 32112, time: 0.401, data: 0.017) G_GAN: 5.999 G_L1: 3.398 D_real: 0.003 D_fake: 0.017 +(epoch: 94, iters: 32212, time: 0.294, data: 0.017) G_GAN: 4.922 G_L1: 4.816 D_real: 0.001 D_fake: 0.054 +(epoch: 94, iters: 32312, time: 0.274, data: 0.019) G_GAN: 7.056 G_L1: 4.696 D_real: 0.018 D_fake: 0.011 +(epoch: 94, iters: 32412, time: 0.292, data: 0.017) G_GAN: 5.467 G_L1: 5.501 D_real: 0.000 D_fake: 0.015 +(epoch: 94, iters: 32512, time: 0.618, data: 0.018) G_GAN: 3.621 G_L1: 3.617 D_real: 0.138 D_fake: 0.116 +(epoch: 94, iters: 32612, time: 0.292, data: 0.017) G_GAN: 5.493 G_L1: 5.076 D_real: 0.063 D_fake: 0.058 +(epoch: 94, iters: 32712, time: 0.298, data: 0.017) G_GAN: 4.645 G_L1: 4.427 D_real: 0.000 D_fake: 0.098 +(epoch: 94, iters: 32812, time: 0.275, data: 0.019) G_GAN: 4.507 G_L1: 3.395 D_real: 0.040 D_fake: 0.044 +(epoch: 94, iters: 32912, time: 0.422, data: 0.016) G_GAN: 5.814 G_L1: 3.983 D_real: 0.078 D_fake: 0.019 +(epoch: 94, iters: 33012, time: 0.272, data: 0.019) G_GAN: 7.849 G_L1: 4.452 D_real: 0.008 D_fake: 0.009 +(epoch: 94, iters: 33112, time: 0.295, data: 0.016) G_GAN: 7.067 G_L1: 4.225 D_real: 0.083 D_fake: 0.005 +(epoch: 94, iters: 33212, time: 0.294, data: 0.020) G_GAN: 6.789 G_L1: 4.320 D_real: 0.022 D_fake: 0.007 +(epoch: 94, iters: 33312, time: 0.394, data: 0.018) G_GAN: 5.629 G_L1: 6.728 D_real: 0.040 D_fake: 0.070 +(epoch: 94, iters: 33412, time: 0.279, data: 0.015) G_GAN: 4.270 G_L1: 4.263 D_real: 0.038 D_fake: 0.039 +(epoch: 94, iters: 33512, time: 0.260, data: 0.017) G_GAN: 5.971 G_L1: 5.611 D_real: 0.018 D_fake: 0.031 +(epoch: 94, iters: 33612, time: 0.297, data: 0.028) G_GAN: 5.277 G_L1: 3.304 D_real: 0.235 D_fake: 0.010 +(epoch: 94, iters: 33712, time: 0.382, data: 0.020) G_GAN: 4.270 G_L1: 6.851 D_real: 0.002 D_fake: 0.049 +(epoch: 94, iters: 33812, time: 0.293, data: 0.018) G_GAN: 5.305 G_L1: 3.807 D_real: 0.000 D_fake: 0.019 +(epoch: 94, iters: 33912, time: 0.300, data: 0.019) G_GAN: 5.722 G_L1: 6.336 D_real: 0.001 D_fake: 0.049 +(epoch: 94, iters: 34012, time: 0.294, data: 0.020) G_GAN: 7.570 G_L1: 5.280 D_real: 0.022 D_fake: 0.004 +(epoch: 94, iters: 34112, time: 0.409, data: 0.018) G_GAN: 5.706 G_L1: 3.590 D_real: 0.008 D_fake: 0.026 +(epoch: 94, iters: 34212, time: 0.301, data: 0.019) G_GAN: 4.210 G_L1: 4.049 D_real: 0.016 D_fake: 0.081 +(epoch: 94, iters: 34312, time: 0.301, data: 0.019) G_GAN: 4.292 G_L1: 2.945 D_real: 0.012 D_fake: 0.108 +(epoch: 94, iters: 34412, time: 0.301, data: 0.019) G_GAN: 3.789 G_L1: 3.340 D_real: 0.166 D_fake: 0.082 +(epoch: 94, iters: 34512, time: 0.620, data: 0.019) G_GAN: 5.084 G_L1: 4.831 D_real: 0.032 D_fake: 0.019 +(epoch: 94, iters: 34612, time: 0.299, data: 0.019) G_GAN: 5.258 G_L1: 5.094 D_real: 0.094 D_fake: 0.034 +(epoch: 94, iters: 34712, time: 0.306, data: 0.019) G_GAN: 8.229 G_L1: 5.037 D_real: 0.095 D_fake: 0.011 +(epoch: 94, iters: 34812, time: 0.291, data: 0.019) G_GAN: 6.946 G_L1: 5.095 D_real: 0.009 D_fake: 0.016 +(epoch: 94, iters: 34912, time: 0.418, data: 0.019) G_GAN: 4.337 G_L1: 3.189 D_real: 0.015 D_fake: 0.077 +(epoch: 94, iters: 35012, time: 0.301, data: 0.020) G_GAN: 4.902 G_L1: 2.498 D_real: 0.026 D_fake: 0.336 +(epoch: 94, iters: 35112, time: 0.299, data: 0.020) G_GAN: 4.204 G_L1: 3.641 D_real: 0.073 D_fake: 0.039 +(epoch: 94, iters: 35212, time: 0.288, data: 0.020) G_GAN: 4.898 G_L1: 3.946 D_real: 0.093 D_fake: 0.063 +(epoch: 94, iters: 35312, time: 0.412, data: 0.018) G_GAN: 5.240 G_L1: 3.894 D_real: 0.003 D_fake: 0.090 +(epoch: 94, iters: 35412, time: 0.297, data: 0.018) G_GAN: 4.915 G_L1: 4.401 D_real: 0.034 D_fake: 0.082 +(epoch: 94, iters: 35512, time: 0.299, data: 0.020) G_GAN: 7.867 G_L1: 4.700 D_real: 0.066 D_fake: 0.005 +(epoch: 94, iters: 35612, time: 0.292, data: 0.020) G_GAN: 6.493 G_L1: 3.156 D_real: 0.169 D_fake: 0.007 +(epoch: 94, iters: 35712, time: 0.424, data: 0.024) G_GAN: 4.478 G_L1: 3.349 D_real: 0.406 D_fake: 0.033 +(epoch: 94, iters: 35812, time: 0.281, data: 0.021) G_GAN: 4.326 G_L1: 3.115 D_real: 0.002 D_fake: 0.252 +(epoch: 94, iters: 35912, time: 0.295, data: 0.017) G_GAN: 5.535 G_L1: 7.509 D_real: 0.008 D_fake: 0.086 +(epoch: 94, iters: 36012, time: 0.294, data: 0.020) G_GAN: 5.522 G_L1: 4.547 D_real: 0.008 D_fake: 0.057 +(epoch: 94, iters: 36112, time: 0.374, data: 0.019) G_GAN: 4.961 G_L1: 3.034 D_real: 0.017 D_fake: 0.171 +(epoch: 94, iters: 36212, time: 0.289, data: 0.016) G_GAN: 6.865 G_L1: 5.081 D_real: 0.000 D_fake: 0.005 +(epoch: 94, iters: 36312, time: 0.283, data: 0.019) G_GAN: 5.994 G_L1: 6.423 D_real: 0.157 D_fake: 0.011 +(epoch: 94, iters: 36412, time: 0.294, data: 0.016) G_GAN: 4.920 G_L1: 2.489 D_real: 0.073 D_fake: 0.033 +(epoch: 94, iters: 36512, time: 0.626, data: 0.020) G_GAN: 4.747 G_L1: 4.205 D_real: 0.011 D_fake: 0.078 +(epoch: 94, iters: 36612, time: 0.302, data: 0.019) G_GAN: 5.896 G_L1: 3.881 D_real: 0.000 D_fake: 0.066 +(epoch: 94, iters: 36712, time: 0.298, data: 0.020) G_GAN: 5.073 G_L1: 3.650 D_real: 0.057 D_fake: 0.031 +(epoch: 94, iters: 36812, time: 0.302, data: 0.019) G_GAN: 6.399 G_L1: 3.395 D_real: 0.004 D_fake: 0.020 +(epoch: 94, iters: 36912, time: 0.403, data: 0.020) G_GAN: 5.299 G_L1: 4.488 D_real: 0.000 D_fake: 0.110 +(epoch: 94, iters: 37012, time: 0.296, data: 0.019) G_GAN: 4.722 G_L1: 3.986 D_real: 0.018 D_fake: 0.093 +(epoch: 94, iters: 37112, time: 0.292, data: 0.018) G_GAN: 5.887 G_L1: 2.361 D_real: 0.067 D_fake: 0.011 +(epoch: 94, iters: 37212, time: 0.286, data: 0.018) G_GAN: 5.275 G_L1: 4.205 D_real: 0.032 D_fake: 0.021 +(epoch: 94, iters: 37312, time: 0.411, data: 0.017) G_GAN: 5.733 G_L1: 3.573 D_real: 0.006 D_fake: 0.104 +(epoch: 94, iters: 37412, time: 0.276, data: 0.019) G_GAN: 5.116 G_L1: 4.953 D_real: 0.065 D_fake: 0.051 +(epoch: 94, iters: 37512, time: 0.299, data: 0.016) G_GAN: 8.432 G_L1: 4.162 D_real: 0.467 D_fake: 0.002 +(epoch: 94, iters: 37612, time: 0.293, data: 0.019) G_GAN: 3.547 G_L1: 4.125 D_real: 0.216 D_fake: 0.036 +(epoch: 94, iters: 37712, time: 0.411, data: 0.019) G_GAN: 5.372 G_L1: 3.978 D_real: 0.123 D_fake: 0.010 +(epoch: 94, iters: 37812, time: 0.283, data: 0.021) G_GAN: 6.297 G_L1: 4.239 D_real: 0.074 D_fake: 0.005 +(epoch: 94, iters: 37912, time: 0.296, data: 0.019) G_GAN: 4.109 G_L1: 2.966 D_real: 0.018 D_fake: 0.062 +(epoch: 94, iters: 38012, time: 0.303, data: 0.020) G_GAN: 7.290 G_L1: 4.728 D_real: 0.064 D_fake: 0.008 +(epoch: 94, iters: 38112, time: 0.411, data: 0.019) G_GAN: 5.632 G_L1: 4.240 D_real: 0.007 D_fake: 0.033 +(epoch: 94, iters: 38212, time: 0.295, data: 0.019) G_GAN: 5.479 G_L1: 4.540 D_real: 0.008 D_fake: 0.089 +(epoch: 94, iters: 38312, time: 0.293, data: 0.018) G_GAN: 8.831 G_L1: 5.048 D_real: 0.025 D_fake: 0.001 +(epoch: 94, iters: 38412, time: 0.299, data: 0.019) G_GAN: 4.608 G_L1: 2.605 D_real: 0.004 D_fake: 0.098 +(epoch: 94, iters: 38512, time: 0.639, data: 0.021) G_GAN: 5.845 G_L1: 2.901 D_real: 0.009 D_fake: 0.055 +(epoch: 94, iters: 38612, time: 0.287, data: 0.019) G_GAN: 5.390 G_L1: 4.834 D_real: 0.174 D_fake: 0.016 +(epoch: 94, iters: 38712, time: 0.294, data: 0.019) G_GAN: 7.862 G_L1: 6.117 D_real: 0.006 D_fake: 0.018 +(epoch: 94, iters: 38812, time: 0.291, data: 0.019) G_GAN: 4.690 G_L1: 4.565 D_real: 0.014 D_fake: 0.569 +(epoch: 94, iters: 38912, time: 0.407, data: 0.018) G_GAN: 7.232 G_L1: 4.312 D_real: 0.085 D_fake: 0.004 +(epoch: 94, iters: 39012, time: 0.297, data: 0.019) G_GAN: 5.569 G_L1: 3.677 D_real: 0.001 D_fake: 0.196 +(epoch: 94, iters: 39112, time: 0.298, data: 0.020) G_GAN: 3.533 G_L1: 3.009 D_real: 0.000 D_fake: 0.103 +(epoch: 94, iters: 39212, time: 0.296, data: 0.019) G_GAN: 5.454 G_L1: 4.603 D_real: 0.001 D_fake: 0.015 +(epoch: 94, iters: 39312, time: 0.373, data: 0.017) G_GAN: 5.969 G_L1: 3.085 D_real: 0.132 D_fake: 0.010 +(epoch: 94, iters: 39412, time: 0.295, data: 0.017) G_GAN: 4.985 G_L1: 3.772 D_real: 0.143 D_fake: 0.125 +(epoch: 94, iters: 39512, time: 0.297, data: 0.020) G_GAN: 6.500 G_L1: 3.970 D_real: 0.002 D_fake: 0.017 +(epoch: 94, iters: 39612, time: 0.291, data: 0.020) G_GAN: 4.671 G_L1: 5.702 D_real: 0.164 D_fake: 0.058 +(epoch: 94, iters: 39712, time: 0.401, data: 0.018) G_GAN: 4.128 G_L1: 2.436 D_real: 0.023 D_fake: 0.275 +(epoch: 94, iters: 39812, time: 0.294, data: 0.020) G_GAN: 3.474 G_L1: 3.564 D_real: 0.488 D_fake: 0.054 +(epoch: 94, iters: 39912, time: 0.293, data: 0.018) G_GAN: 3.999 G_L1: 3.426 D_real: 0.027 D_fake: 0.113 +(epoch: 94, iters: 40012, time: 0.263, data: 0.018) G_GAN: 3.219 G_L1: 3.802 D_real: 0.044 D_fake: 0.083 +(epoch: 94, iters: 40112, time: 0.411, data: 0.016) G_GAN: 4.066 G_L1: 3.471 D_real: 0.074 D_fake: 0.085 +(epoch: 94, iters: 40212, time: 0.290, data: 0.020) G_GAN: 5.170 G_L1: 4.705 D_real: 0.083 D_fake: 0.057 +(epoch: 94, iters: 40312, time: 0.297, data: 0.019) G_GAN: 7.204 G_L1: 3.159 D_real: 0.024 D_fake: 0.003 +(epoch: 94, iters: 40412, time: 0.287, data: 0.021) G_GAN: 5.189 G_L1: 4.030 D_real: 0.045 D_fake: 0.022 +(epoch: 94, iters: 40512, time: 0.637, data: 0.017) G_GAN: 5.723 G_L1: 6.995 D_real: 0.003 D_fake: 0.020 +(epoch: 94, iters: 40612, time: 0.283, data: 0.018) G_GAN: 4.352 G_L1: 3.366 D_real: 0.027 D_fake: 0.078 +(epoch: 94, iters: 40712, time: 0.291, data: 0.020) G_GAN: 3.515 G_L1: 3.000 D_real: 0.077 D_fake: 0.144 +(epoch: 94, iters: 40812, time: 0.288, data: 0.019) G_GAN: 4.532 G_L1: 4.067 D_real: 0.093 D_fake: 0.101 +(epoch: 94, iters: 40912, time: 0.416, data: 0.018) G_GAN: 4.288 G_L1: 4.467 D_real: 0.314 D_fake: 0.063 +(epoch: 94, iters: 41012, time: 0.290, data: 0.019) G_GAN: 4.687 G_L1: 4.925 D_real: 0.000 D_fake: 0.107 +(epoch: 94, iters: 41112, time: 0.288, data: 0.019) G_GAN: 5.631 G_L1: 4.540 D_real: 0.024 D_fake: 0.029 +(epoch: 94, iters: 41212, time: 0.297, data: 0.018) G_GAN: 7.185 G_L1: 4.078 D_real: 0.043 D_fake: 0.010 +(epoch: 94, iters: 41312, time: 0.422, data: 0.018) G_GAN: 4.075 G_L1: 4.205 D_real: 0.073 D_fake: 0.063 +(epoch: 94, iters: 41412, time: 0.288, data: 0.019) G_GAN: 6.300 G_L1: 3.531 D_real: 0.009 D_fake: 0.023 +(epoch: 94, iters: 41512, time: 0.291, data: 0.018) G_GAN: 7.356 G_L1: 2.559 D_real: 0.060 D_fake: 0.004 +(epoch: 94, iters: 41612, time: 0.304, data: 0.019) G_GAN: 5.588 G_L1: 5.004 D_real: 0.005 D_fake: 0.069 +(epoch: 94, iters: 41712, time: 0.413, data: 0.021) G_GAN: 7.068 G_L1: 3.957 D_real: 0.011 D_fake: 0.006 +(epoch: 94, iters: 41812, time: 0.299, data: 0.019) G_GAN: 3.924 G_L1: 3.583 D_real: 0.308 D_fake: 0.057 +(epoch: 94, iters: 41912, time: 0.290, data: 0.020) G_GAN: 5.010 G_L1: 4.052 D_real: 0.240 D_fake: 0.017 +(epoch: 94, iters: 42012, time: 0.294, data: 0.018) G_GAN: 5.178 G_L1: 4.436 D_real: 0.004 D_fake: 0.132 +(epoch: 94, iters: 42112, time: 0.416, data: 0.020) G_GAN: 5.007 G_L1: 3.101 D_real: 0.012 D_fake: 0.027 +(epoch: 94, iters: 42212, time: 0.298, data: 0.019) G_GAN: 4.385 G_L1: 3.690 D_real: 0.026 D_fake: 0.055 +(epoch: 94, iters: 42312, time: 0.294, data: 0.018) G_GAN: 6.613 G_L1: 3.379 D_real: 0.071 D_fake: 0.028 +(epoch: 94, iters: 42412, time: 0.292, data: 0.022) G_GAN: 6.307 G_L1: 3.288 D_real: 0.020 D_fake: 0.024 +(epoch: 94, iters: 42512, time: 0.585, data: 0.019) G_GAN: 5.031 G_L1: 2.804 D_real: 0.044 D_fake: 0.039 +(epoch: 94, iters: 42612, time: 0.289, data: 0.016) G_GAN: 5.352 G_L1: 4.015 D_real: 0.001 D_fake: 0.084 +(epoch: 94, iters: 42712, time: 0.304, data: 0.018) G_GAN: 6.235 G_L1: 4.056 D_real: 0.006 D_fake: 0.028 +(epoch: 94, iters: 42812, time: 0.294, data: 0.020) G_GAN: 5.843 G_L1: 4.128 D_real: 0.095 D_fake: 0.035 +(epoch: 94, iters: 42912, time: 0.400, data: 0.019) G_GAN: 4.373 G_L1: 3.798 D_real: 0.132 D_fake: 0.050 +(epoch: 94, iters: 43012, time: 0.269, data: 0.017) G_GAN: 5.367 G_L1: 3.447 D_real: 0.001 D_fake: 0.033 +(epoch: 94, iters: 43112, time: 0.302, data: 0.015) G_GAN: 6.284 G_L1: 6.074 D_real: 0.004 D_fake: 0.020 +(epoch: 94, iters: 43212, time: 0.302, data: 0.020) G_GAN: 3.801 G_L1: 3.406 D_real: 0.100 D_fake: 0.057 +(epoch: 94, iters: 43312, time: 0.393, data: 0.019) G_GAN: 6.478 G_L1: 3.656 D_real: 0.011 D_fake: 0.021 +(epoch: 94, iters: 43412, time: 0.291, data: 0.019) G_GAN: 8.159 G_L1: 7.263 D_real: 0.266 D_fake: 0.002 +(epoch: 94, iters: 43512, time: 0.296, data: 0.020) G_GAN: 6.599 G_L1: 4.301 D_real: 0.052 D_fake: 0.017 +(epoch: 94, iters: 43612, time: 0.299, data: 0.020) G_GAN: 10.620 G_L1: 2.779 D_real: 0.053 D_fake: 0.000 +(epoch: 94, iters: 43712, time: 0.426, data: 0.022) G_GAN: 5.210 G_L1: 4.340 D_real: 0.002 D_fake: 0.034 +(epoch: 94, iters: 43812, time: 0.295, data: 0.018) G_GAN: 6.245 G_L1: 5.578 D_real: 0.002 D_fake: 0.019 +(epoch: 94, iters: 43912, time: 0.300, data: 0.019) G_GAN: 5.757 G_L1: 3.222 D_real: 0.242 D_fake: 0.013 +(epoch: 94, iters: 44012, time: 0.301, data: 0.021) G_GAN: 6.168 G_L1: 4.602 D_real: 0.006 D_fake: 0.012 +(epoch: 94, iters: 44112, time: 0.409, data: 0.019) G_GAN: 3.444 G_L1: 2.831 D_real: 0.483 D_fake: 0.064 +(epoch: 94, iters: 44212, time: 0.305, data: 0.019) G_GAN: 5.627 G_L1: 4.189 D_real: 0.001 D_fake: 0.026 +(epoch: 94, iters: 44312, time: 0.300, data: 0.022) G_GAN: 4.513 G_L1: 3.337 D_real: 0.063 D_fake: 0.147 +(epoch: 94, iters: 44412, time: 0.294, data: 0.019) G_GAN: 4.810 G_L1: 4.577 D_real: 0.063 D_fake: 0.045 +(epoch: 94, iters: 44512, time: 0.613, data: 0.020) G_GAN: 4.947 G_L1: 2.918 D_real: 0.010 D_fake: 0.137 +(epoch: 94, iters: 44612, time: 0.301, data: 0.018) G_GAN: 4.313 G_L1: 3.638 D_real: 0.139 D_fake: 0.695 +(epoch: 94, iters: 44712, time: 0.301, data: 0.020) G_GAN: 5.665 G_L1: 4.122 D_real: 0.053 D_fake: 0.019 +(epoch: 94, iters: 44812, time: 0.290, data: 0.018) G_GAN: 5.401 G_L1: 3.953 D_real: 0.055 D_fake: 0.023 +(epoch: 94, iters: 44912, time: 0.384, data: 0.019) G_GAN: 7.205 G_L1: 4.644 D_real: 0.058 D_fake: 0.013 +(epoch: 94, iters: 45012, time: 0.286, data: 0.020) G_GAN: 5.118 G_L1: 5.007 D_real: 0.053 D_fake: 0.029 +(epoch: 94, iters: 45112, time: 0.298, data: 0.018) G_GAN: 5.454 G_L1: 4.268 D_real: 0.009 D_fake: 0.172 +(epoch: 94, iters: 45212, time: 0.296, data: 0.018) G_GAN: 8.022 G_L1: 3.707 D_real: 0.013 D_fake: 0.006 +(epoch: 94, iters: 45312, time: 0.423, data: 0.020) G_GAN: 4.833 G_L1: 3.556 D_real: 0.190 D_fake: 0.024 +(epoch: 94, iters: 45412, time: 0.288, data: 0.019) G_GAN: 5.876 G_L1: 4.089 D_real: 0.089 D_fake: 0.029 +(epoch: 94, iters: 45512, time: 0.296, data: 0.020) G_GAN: 4.694 G_L1: 10.641 D_real: 0.055 D_fake: 0.095 +(epoch: 94, iters: 45612, time: 0.296, data: 0.019) G_GAN: 5.930 G_L1: 3.328 D_real: 0.005 D_fake: 0.421 +(epoch: 94, iters: 45712, time: 0.406, data: 0.018) G_GAN: 6.594 G_L1: 3.805 D_real: 0.013 D_fake: 0.007 +(epoch: 94, iters: 45812, time: 0.306, data: 0.020) G_GAN: 5.033 G_L1: 3.264 D_real: 0.107 D_fake: 0.020 +(epoch: 94, iters: 45912, time: 0.296, data: 0.020) G_GAN: 6.170 G_L1: 4.049 D_real: 0.083 D_fake: 0.019 +(epoch: 94, iters: 46012, time: 0.301, data: 0.018) G_GAN: 5.060 G_L1: 4.051 D_real: 0.007 D_fake: 0.047 +(epoch: 94, iters: 46112, time: 0.403, data: 0.020) G_GAN: 5.087 G_L1: 4.404 D_real: 0.008 D_fake: 0.031 +(epoch: 94, iters: 46212, time: 0.303, data: 0.017) G_GAN: 4.884 G_L1: 2.871 D_real: 0.006 D_fake: 0.087 +(epoch: 94, iters: 46312, time: 0.302, data: 0.019) G_GAN: 6.223 G_L1: 4.865 D_real: 0.000 D_fake: 0.068 +(epoch: 94, iters: 46412, time: 0.288, data: 0.021) G_GAN: 3.094 G_L1: 4.405 D_real: 0.263 D_fake: 0.551 +(epoch: 94, iters: 46512, time: 0.627, data: 0.019) G_GAN: 5.674 G_L1: 3.656 D_real: 0.088 D_fake: 0.029 +(epoch: 94, iters: 46612, time: 0.290, data: 0.019) G_GAN: 6.984 G_L1: 5.481 D_real: 0.000 D_fake: 0.264 +(epoch: 94, iters: 46712, time: 0.291, data: 0.019) G_GAN: 6.799 G_L1: 3.736 D_real: 0.006 D_fake: 0.005 +(epoch: 94, iters: 46812, time: 0.282, data: 0.016) G_GAN: 5.168 G_L1: 4.254 D_real: 0.193 D_fake: 0.023 +(epoch: 94, iters: 46912, time: 0.386, data: 0.017) G_GAN: 5.985 G_L1: 5.878 D_real: 0.100 D_fake: 0.021 +(epoch: 94, iters: 47012, time: 0.301, data: 0.018) G_GAN: 4.423 G_L1: 3.238 D_real: 0.041 D_fake: 0.182 +(epoch: 94, iters: 47112, time: 0.304, data: 0.020) G_GAN: 6.163 G_L1: 4.889 D_real: 0.009 D_fake: 0.247 +(epoch: 94, iters: 47212, time: 0.302, data: 0.019) G_GAN: 6.328 G_L1: 4.394 D_real: 0.018 D_fake: 0.019 +(epoch: 94, iters: 47312, time: 0.378, data: 0.020) G_GAN: 3.756 G_L1: 3.968 D_real: 0.008 D_fake: 0.342 +(epoch: 94, iters: 47412, time: 0.287, data: 0.016) G_GAN: 7.267 G_L1: 5.046 D_real: 0.008 D_fake: 0.012 +(epoch: 94, iters: 47512, time: 0.283, data: 0.020) G_GAN: 4.945 G_L1: 3.373 D_real: 0.004 D_fake: 0.035 +(epoch: 94, iters: 47612, time: 0.298, data: 0.018) G_GAN: 5.690 G_L1: 5.207 D_real: 0.095 D_fake: 0.023 +(epoch: 94, iters: 47712, time: 0.410, data: 0.020) G_GAN: 5.350 G_L1: 4.598 D_real: 0.006 D_fake: 0.030 +(epoch: 94, iters: 47812, time: 0.299, data: 0.019) G_GAN: 4.235 G_L1: 3.394 D_real: 0.006 D_fake: 0.049 +(epoch: 94, iters: 47912, time: 0.300, data: 0.019) G_GAN: 5.176 G_L1: 4.215 D_real: 0.016 D_fake: 0.045 +(epoch: 94, iters: 48012, time: 0.301, data: 0.019) G_GAN: 5.820 G_L1: 4.457 D_real: 0.052 D_fake: 0.850 +(epoch: 94, iters: 48112, time: 0.384, data: 0.021) G_GAN: 4.347 G_L1: 4.102 D_real: 0.004 D_fake: 0.255 +(epoch: 94, iters: 48212, time: 0.296, data: 0.021) G_GAN: 4.036 G_L1: 2.816 D_real: 0.066 D_fake: 0.277 +(epoch: 94, iters: 48312, time: 0.304, data: 0.019) G_GAN: 5.214 G_L1: 3.323 D_real: 0.059 D_fake: 0.033 +(epoch: 94, iters: 48412, time: 0.305, data: 0.019) G_GAN: 5.940 G_L1: 3.915 D_real: 0.111 D_fake: 0.015 +(epoch: 94, iters: 48512, time: 0.612, data: 0.019) G_GAN: 4.328 G_L1: 5.576 D_real: 0.013 D_fake: 0.043 +(epoch: 94, iters: 48612, time: 0.294, data: 0.020) G_GAN: 6.851 G_L1: 5.110 D_real: 0.061 D_fake: 0.030 +(epoch: 94, iters: 48712, time: 0.281, data: 0.018) G_GAN: 6.580 G_L1: 4.009 D_real: 0.001 D_fake: 0.006 +(epoch: 94, iters: 48812, time: 0.300, data: 0.019) G_GAN: 4.902 G_L1: 3.685 D_real: 0.001 D_fake: 0.026 +(epoch: 94, iters: 48912, time: 0.394, data: 0.020) G_GAN: 7.048 G_L1: 4.731 D_real: 0.019 D_fake: 0.015 +(epoch: 94, iters: 49012, time: 0.279, data: 0.018) G_GAN: 4.679 G_L1: 2.505 D_real: 0.995 D_fake: 0.010 +(epoch: 94, iters: 49112, time: 0.285, data: 0.015) G_GAN: 6.453 G_L1: 2.990 D_real: 0.135 D_fake: 0.008 +(epoch: 94, iters: 49212, time: 0.297, data: 0.019) G_GAN: 5.766 G_L1: 3.474 D_real: 0.002 D_fake: 0.124 +(epoch: 94, iters: 49312, time: 0.415, data: 0.018) G_GAN: 5.709 G_L1: 3.620 D_real: 0.036 D_fake: 0.016 +(epoch: 94, iters: 49412, time: 0.304, data: 0.020) G_GAN: 6.943 G_L1: 3.653 D_real: 0.009 D_fake: 0.026 +(epoch: 94, iters: 49512, time: 0.276, data: 0.020) G_GAN: 6.098 G_L1: 3.757 D_real: 0.040 D_fake: 0.023 +(epoch: 94, iters: 49612, time: 0.285, data: 0.017) G_GAN: 6.437 G_L1: 3.492 D_real: 0.117 D_fake: 0.004 +(epoch: 94, iters: 49712, time: 0.393, data: 0.016) G_GAN: 7.046 G_L1: 3.244 D_real: 0.006 D_fake: 0.006 +(epoch: 94, iters: 49812, time: 0.292, data: 0.020) G_GAN: 6.058 G_L1: 5.804 D_real: 0.000 D_fake: 0.532 +(epoch: 94, iters: 49912, time: 0.284, data: 0.018) G_GAN: 5.438 G_L1: 4.498 D_real: 0.036 D_fake: 0.047 +(epoch: 94, iters: 50012, time: 0.294, data: 0.019) G_GAN: 4.030 G_L1: 3.511 D_real: 0.221 D_fake: 0.042 +(epoch: 94, iters: 50112, time: 0.426, data: 0.019) G_GAN: 6.299 G_L1: 7.914 D_real: 0.148 D_fake: 0.027 +(epoch: 94, iters: 50212, time: 0.300, data: 0.019) G_GAN: 7.306 G_L1: 4.910 D_real: 0.012 D_fake: 0.020 +(epoch: 94, iters: 50312, time: 0.299, data: 0.019) G_GAN: 4.715 G_L1: 5.700 D_real: 0.004 D_fake: 0.051 +(epoch: 94, iters: 50412, time: 0.302, data: 0.021) G_GAN: 6.136 G_L1: 3.967 D_real: 0.045 D_fake: 0.015 +(epoch: 94, iters: 50512, time: 0.604, data: 0.019) G_GAN: 5.681 G_L1: 3.248 D_real: 0.033 D_fake: 0.032 +(epoch: 94, iters: 50612, time: 0.287, data: 0.018) G_GAN: 4.746 G_L1: 3.332 D_real: 0.100 D_fake: 0.033 +(epoch: 94, iters: 50712, time: 0.296, data: 0.020) G_GAN: 4.324 G_L1: 3.819 D_real: 0.001 D_fake: 0.065 +(epoch: 94, iters: 50812, time: 0.293, data: 0.019) G_GAN: 6.917 G_L1: 2.857 D_real: 0.105 D_fake: 0.006 +(epoch: 94, iters: 50912, time: 0.386, data: 0.020) G_GAN: 6.241 G_L1: 3.762 D_real: 0.019 D_fake: 0.024 +(epoch: 94, iters: 51012, time: 0.302, data: 0.019) G_GAN: 4.916 G_L1: 4.722 D_real: 0.381 D_fake: 0.022 +(epoch: 94, iters: 51112, time: 0.291, data: 0.021) G_GAN: 5.689 G_L1: 5.134 D_real: 0.040 D_fake: 0.071 +(epoch: 94, iters: 51212, time: 0.292, data: 0.018) G_GAN: 5.546 G_L1: 5.469 D_real: 0.001 D_fake: 0.119 +(epoch: 94, iters: 51312, time: 0.413, data: 0.017) G_GAN: 5.069 G_L1: 4.437 D_real: 0.181 D_fake: 0.031 +(epoch: 94, iters: 51412, time: 0.286, data: 0.018) G_GAN: 6.754 G_L1: 4.425 D_real: 0.024 D_fake: 0.033 +(epoch: 94, iters: 51512, time: 0.276, data: 0.017) G_GAN: 4.524 G_L1: 3.501 D_real: 0.032 D_fake: 0.071 +(epoch: 94, iters: 51612, time: 0.261, data: 0.016) G_GAN: 7.131 G_L1: 4.737 D_real: 0.006 D_fake: 0.014 +(epoch: 94, iters: 51712, time: 0.424, data: 0.016) G_GAN: 4.539 G_L1: 3.664 D_real: 0.011 D_fake: 0.048 +(epoch: 94, iters: 51812, time: 0.295, data: 0.019) G_GAN: 6.137 G_L1: 3.352 D_real: 0.296 D_fake: 0.011 +(epoch: 94, iters: 51912, time: 0.293, data: 0.019) G_GAN: 6.621 G_L1: 2.665 D_real: 0.037 D_fake: 0.035 +(epoch: 94, iters: 52012, time: 0.306, data: 0.017) G_GAN: 7.606 G_L1: 4.541 D_real: 0.002 D_fake: 0.003 +(epoch: 94, iters: 52112, time: 0.411, data: 0.018) G_GAN: 4.944 G_L1: 6.179 D_real: 0.012 D_fake: 0.057 +(epoch: 94, iters: 52212, time: 0.291, data: 0.015) G_GAN: 4.517 G_L1: 4.352 D_real: 0.002 D_fake: 0.044 +(epoch: 94, iters: 52312, time: 0.289, data: 0.027) G_GAN: 6.850 G_L1: 5.432 D_real: 0.001 D_fake: 0.010 +(epoch: 94, iters: 52412, time: 0.281, data: 0.018) G_GAN: 7.437 G_L1: 2.939 D_real: 0.044 D_fake: 0.003 +(epoch: 94, iters: 52512, time: 0.577, data: 0.018) G_GAN: 6.431 G_L1: 6.580 D_real: 0.063 D_fake: 0.044 +(epoch: 94, iters: 52612, time: 0.262, data: 0.016) G_GAN: 5.452 G_L1: 4.228 D_real: 0.011 D_fake: 0.211 +(epoch: 94, iters: 52712, time: 0.288, data: 0.018) G_GAN: 7.232 G_L1: 5.160 D_real: 0.221 D_fake: 0.008 +(epoch: 94, iters: 52812, time: 0.282, data: 0.017) G_GAN: 5.239 G_L1: 4.281 D_real: 0.001 D_fake: 0.031 +(epoch: 94, iters: 52912, time: 0.409, data: 0.017) G_GAN: 5.150 G_L1: 4.730 D_real: 0.001 D_fake: 0.028 +(epoch: 94, iters: 53012, time: 0.301, data: 0.020) G_GAN: 4.979 G_L1: 3.485 D_real: 0.084 D_fake: 0.114 +(epoch: 94, iters: 53112, time: 0.274, data: 0.019) G_GAN: 6.325 G_L1: 3.655 D_real: 0.008 D_fake: 0.024 +(epoch: 94, iters: 53212, time: 0.285, data: 0.016) G_GAN: 3.964 G_L1: 3.978 D_real: 0.077 D_fake: 0.138 +(epoch: 94, iters: 53312, time: 0.422, data: 0.017) G_GAN: 4.375 G_L1: 3.914 D_real: 0.025 D_fake: 0.221 +(epoch: 94, iters: 53412, time: 0.288, data: 0.020) G_GAN: 5.369 G_L1: 3.566 D_real: 0.023 D_fake: 0.012 +(epoch: 94, iters: 53512, time: 0.298, data: 0.018) G_GAN: 4.748 G_L1: 4.560 D_real: 0.038 D_fake: 0.175 +(epoch: 94, iters: 53612, time: 0.299, data: 0.018) G_GAN: 4.924 G_L1: 3.184 D_real: 0.050 D_fake: 0.088 +(epoch: 94, iters: 53712, time: 0.392, data: 0.019) G_GAN: 5.687 G_L1: 3.180 D_real: 0.058 D_fake: 0.033 +(epoch: 94, iters: 53812, time: 0.303, data: 0.021) G_GAN: 5.119 G_L1: 3.362 D_real: 0.073 D_fake: 0.053 +(epoch: 94, iters: 53912, time: 0.292, data: 0.019) G_GAN: 6.353 G_L1: 4.995 D_real: 0.022 D_fake: 0.049 +(epoch: 94, iters: 54012, time: 0.298, data: 0.020) G_GAN: 4.913 G_L1: 3.499 D_real: 0.020 D_fake: 0.146 +(epoch: 94, iters: 54112, time: 0.418, data: 0.019) G_GAN: 5.340 G_L1: 3.938 D_real: 0.005 D_fake: 0.020 +(epoch: 94, iters: 54212, time: 0.300, data: 0.018) G_GAN: 4.464 G_L1: 4.416 D_real: 0.061 D_fake: 0.060 +(epoch: 94, iters: 54312, time: 0.299, data: 0.020) G_GAN: 5.803 G_L1: 4.431 D_real: 0.033 D_fake: 0.013 +(epoch: 94, iters: 54412, time: 0.292, data: 0.021) G_GAN: 5.020 G_L1: 3.138 D_real: 0.121 D_fake: 0.047 +(epoch: 94, iters: 54512, time: 0.647, data: 0.018) G_GAN: 3.889 G_L1: 4.418 D_real: 0.001 D_fake: 0.117 +(epoch: 94, iters: 54612, time: 0.298, data: 0.018) G_GAN: 5.137 G_L1: 4.768 D_real: 0.167 D_fake: 0.050 +(epoch: 94, iters: 54712, time: 0.303, data: 0.019) G_GAN: 5.857 G_L1: 4.096 D_real: 0.004 D_fake: 0.034 +(epoch: 94, iters: 54812, time: 0.300, data: 0.019) G_GAN: 5.289 G_L1: 4.208 D_real: 0.041 D_fake: 0.073 +(epoch: 94, iters: 54912, time: 0.424, data: 0.019) G_GAN: 7.283 G_L1: 7.377 D_real: 0.004 D_fake: 0.041 +(epoch: 94, iters: 55012, time: 0.297, data: 0.019) G_GAN: 6.438 G_L1: 4.569 D_real: 0.029 D_fake: 0.016 +(epoch: 94, iters: 55112, time: 0.306, data: 0.018) G_GAN: 6.526 G_L1: 3.714 D_real: 0.013 D_fake: 0.074 +(epoch: 94, iters: 55212, time: 0.299, data: 0.020) G_GAN: 9.218 G_L1: 5.759 D_real: 0.002 D_fake: 0.241 +(epoch: 94, iters: 55312, time: 0.414, data: 0.019) G_GAN: 6.266 G_L1: 5.045 D_real: 0.164 D_fake: 0.009 +(epoch: 94, iters: 55412, time: 0.307, data: 0.021) G_GAN: 6.132 G_L1: 4.187 D_real: 0.003 D_fake: 0.013 +(epoch: 94, iters: 55512, time: 0.292, data: 0.019) G_GAN: 5.943 G_L1: 3.947 D_real: 0.116 D_fake: 0.012 +(epoch: 94, iters: 55612, time: 0.305, data: 0.017) G_GAN: 6.044 G_L1: 6.164 D_real: 0.037 D_fake: 0.094 +(epoch: 94, iters: 55712, time: 0.412, data: 0.020) G_GAN: 7.130 G_L1: 4.974 D_real: 0.014 D_fake: 0.009 +(epoch: 94, iters: 55812, time: 0.301, data: 0.020) G_GAN: 5.051 G_L1: 5.907 D_real: 0.032 D_fake: 0.147 +(epoch: 94, iters: 55912, time: 0.291, data: 0.019) G_GAN: 7.120 G_L1: 4.598 D_real: 0.000 D_fake: 0.027 +(epoch: 94, iters: 56012, time: 0.276, data: 0.018) G_GAN: 4.936 G_L1: 4.165 D_real: 0.001 D_fake: 0.048 +(epoch: 94, iters: 56112, time: 0.412, data: 0.017) G_GAN: 3.675 G_L1: 2.994 D_real: 0.232 D_fake: 0.137 +(epoch: 94, iters: 56212, time: 0.300, data: 0.021) G_GAN: 7.344 G_L1: 6.120 D_real: 0.002 D_fake: 0.088 +(epoch: 94, iters: 56312, time: 0.294, data: 0.021) G_GAN: 7.967 G_L1: 4.721 D_real: 0.008 D_fake: 0.286 +(epoch: 94, iters: 56412, time: 0.303, data: 0.018) G_GAN: 3.674 G_L1: 5.568 D_real: 0.578 D_fake: 0.037 +(epoch: 94, iters: 56512, time: 0.644, data: 0.022) G_GAN: 5.330 G_L1: 3.836 D_real: 0.028 D_fake: 0.078 +(epoch: 94, iters: 56612, time: 0.304, data: 0.020) G_GAN: 4.903 G_L1: 4.116 D_real: 0.004 D_fake: 0.038 +(epoch: 94, iters: 56712, time: 0.304, data: 0.019) G_GAN: 5.077 G_L1: 4.008 D_real: 0.158 D_fake: 0.013 +(epoch: 94, iters: 56812, time: 0.298, data: 0.018) G_GAN: 5.961 G_L1: 4.711 D_real: 0.020 D_fake: 0.035 +(epoch: 94, iters: 56912, time: 0.420, data: 0.022) G_GAN: 5.221 G_L1: 4.963 D_real: 0.007 D_fake: 0.123 +(epoch: 94, iters: 57012, time: 0.285, data: 0.019) G_GAN: 6.060 G_L1: 4.853 D_real: 0.000 D_fake: 0.022 +(epoch: 94, iters: 57112, time: 0.299, data: 0.018) G_GAN: 6.981 G_L1: 4.186 D_real: 0.005 D_fake: 0.007 +(epoch: 94, iters: 57212, time: 0.300, data: 0.019) G_GAN: 3.499 G_L1: 3.997 D_real: 0.006 D_fake: 0.359 +(epoch: 94, iters: 57312, time: 0.384, data: 0.019) G_GAN: 4.596 G_L1: 4.162 D_real: 0.260 D_fake: 0.042 +(epoch: 94, iters: 57412, time: 0.287, data: 0.019) G_GAN: 5.089 G_L1: 2.858 D_real: 0.010 D_fake: 0.037 +(epoch: 94, iters: 57512, time: 0.301, data: 0.019) G_GAN: 4.746 G_L1: 4.399 D_real: 0.150 D_fake: 0.036 +(epoch: 94, iters: 57612, time: 0.282, data: 0.020) G_GAN: 6.743 G_L1: 5.219 D_real: 0.003 D_fake: 0.009 +(epoch: 94, iters: 57712, time: 0.410, data: 0.018) G_GAN: 5.453 G_L1: 4.542 D_real: 0.011 D_fake: 0.075 +(epoch: 94, iters: 57812, time: 0.303, data: 0.020) G_GAN: 7.263 G_L1: 5.135 D_real: 0.003 D_fake: 0.003 +(epoch: 94, iters: 57912, time: 0.292, data: 0.044) G_GAN: 6.019 G_L1: 3.065 D_real: 0.182 D_fake: 0.024 +(epoch: 94, iters: 58012, time: 0.301, data: 0.020) G_GAN: 5.478 G_L1: 3.393 D_real: 0.017 D_fake: 0.095 +(epoch: 94, iters: 58112, time: 0.408, data: 0.020) G_GAN: 5.281 G_L1: 3.219 D_real: 0.195 D_fake: 0.051 +(epoch: 94, iters: 58212, time: 0.291, data: 0.018) G_GAN: 4.875 G_L1: 5.011 D_real: 0.024 D_fake: 0.096 +(epoch: 94, iters: 58312, time: 0.297, data: 0.021) G_GAN: 4.733 G_L1: 4.158 D_real: 0.009 D_fake: 0.085 +(epoch: 94, iters: 58412, time: 0.309, data: 0.019) G_GAN: 5.174 G_L1: 7.121 D_real: 0.383 D_fake: 0.053 +(epoch: 94, iters: 58512, time: 0.629, data: 0.020) G_GAN: 3.767 G_L1: 3.002 D_real: 0.127 D_fake: 0.121 +(epoch: 94, iters: 58612, time: 0.300, data: 0.021) G_GAN: 3.847 G_L1: 3.996 D_real: 0.376 D_fake: 0.031 +(epoch: 94, iters: 58712, time: 0.302, data: 0.018) G_GAN: 4.665 G_L1: 5.183 D_real: 0.045 D_fake: 0.038 +(epoch: 94, iters: 58812, time: 0.299, data: 0.018) G_GAN: 4.897 G_L1: 4.849 D_real: 0.027 D_fake: 0.051 +(epoch: 94, iters: 58912, time: 0.420, data: 0.021) G_GAN: 6.437 G_L1: 3.695 D_real: 0.007 D_fake: 0.014 +(epoch: 94, iters: 59012, time: 0.298, data: 0.020) G_GAN: 4.994 G_L1: 4.136 D_real: 0.009 D_fake: 0.152 +(epoch: 94, iters: 59112, time: 0.301, data: 0.019) G_GAN: 5.339 G_L1: 3.772 D_real: 0.009 D_fake: 0.037 +(epoch: 94, iters: 59212, time: 0.297, data: 0.020) G_GAN: 3.798 G_L1: 4.315 D_real: 0.172 D_fake: 0.172 +(epoch: 94, iters: 59312, time: 0.393, data: 0.019) G_GAN: 5.232 G_L1: 4.143 D_real: 0.012 D_fake: 0.107 +(epoch: 94, iters: 59412, time: 0.300, data: 0.019) G_GAN: 5.550 G_L1: 6.703 D_real: 0.016 D_fake: 0.093 +(epoch: 94, iters: 59512, time: 0.294, data: 0.020) G_GAN: 6.310 G_L1: 4.576 D_real: 0.028 D_fake: 0.024 +(epoch: 94, iters: 59612, time: 0.304, data: 0.019) G_GAN: 6.103 G_L1: 4.562 D_real: 0.035 D_fake: 0.013 +(epoch: 94, iters: 59712, time: 0.419, data: 0.019) G_GAN: 5.231 G_L1: 3.294 D_real: 0.005 D_fake: 0.070 +(epoch: 94, iters: 59812, time: 0.299, data: 0.021) G_GAN: 4.406 G_L1: 3.144 D_real: 0.096 D_fake: 0.039 +(epoch: 94, iters: 59912, time: 0.300, data: 0.019) G_GAN: 2.959 G_L1: 3.232 D_real: 0.245 D_fake: 0.126 +(epoch: 94, iters: 60012, time: 0.292, data: 0.020) G_GAN: 4.034 G_L1: 2.867 D_real: 0.100 D_fake: 0.066 +(epoch: 95, iters: 96, time: 0.622, data: 0.019) G_GAN: 4.781 G_L1: 3.815 D_real: 0.132 D_fake: 0.035 +(epoch: 95, iters: 196, time: 0.293, data: 0.021) G_GAN: 6.595 G_L1: 5.859 D_real: 0.011 D_fake: 0.006 +(epoch: 95, iters: 296, time: 0.299, data: 0.022) G_GAN: 6.241 G_L1: 4.603 D_real: 0.083 D_fake: 0.029 +(epoch: 95, iters: 396, time: 0.301, data: 0.021) G_GAN: 7.056 G_L1: 3.443 D_real: 0.038 D_fake: 0.021 +(epoch: 95, iters: 496, time: 0.632, data: 0.021) G_GAN: 5.518 G_L1: 6.289 D_real: 0.012 D_fake: 0.028 +(epoch: 95, iters: 596, time: 0.295, data: 0.020) G_GAN: 4.701 G_L1: 4.413 D_real: 0.010 D_fake: 0.117 +(epoch: 95, iters: 696, time: 0.290, data: 0.020) G_GAN: 5.859 G_L1: 2.963 D_real: 0.600 D_fake: 0.006 +(epoch: 95, iters: 796, time: 0.301, data: 0.019) G_GAN: 5.897 G_L1: 3.611 D_real: 0.003 D_fake: 0.011 +(epoch: 95, iters: 896, time: 0.395, data: 0.019) G_GAN: 4.520 G_L1: 3.676 D_real: 0.001 D_fake: 0.057 +(epoch: 95, iters: 996, time: 0.301, data: 0.020) G_GAN: 5.171 G_L1: 3.436 D_real: 0.120 D_fake: 0.022 +(epoch: 95, iters: 1096, time: 0.299, data: 0.021) G_GAN: 6.308 G_L1: 3.343 D_real: 0.221 D_fake: 0.017 +(epoch: 95, iters: 1196, time: 0.299, data: 0.025) G_GAN: 3.464 G_L1: 3.271 D_real: 0.022 D_fake: 0.109 +(epoch: 95, iters: 1296, time: 0.432, data: 0.031) G_GAN: 3.551 G_L1: 4.044 D_real: 0.007 D_fake: 0.360 +(epoch: 95, iters: 1396, time: 0.295, data: 0.020) G_GAN: 6.472 G_L1: 6.907 D_real: 0.042 D_fake: 0.008 +(epoch: 95, iters: 1496, time: 0.303, data: 0.019) G_GAN: 6.305 G_L1: 4.406 D_real: 0.114 D_fake: 0.022 +(epoch: 95, iters: 1596, time: 0.299, data: 0.021) G_GAN: 6.684 G_L1: 6.771 D_real: 0.004 D_fake: 0.040 +(epoch: 95, iters: 1696, time: 0.419, data: 0.021) G_GAN: 6.743 G_L1: 4.813 D_real: 0.021 D_fake: 0.008 +(epoch: 95, iters: 1796, time: 0.303, data: 0.020) G_GAN: 5.506 G_L1: 4.522 D_real: 0.006 D_fake: 0.020 +(epoch: 95, iters: 1896, time: 0.302, data: 0.021) G_GAN: 5.431 G_L1: 4.777 D_real: 0.152 D_fake: 0.013 +(epoch: 95, iters: 1996, time: 0.298, data: 0.020) G_GAN: 4.506 G_L1: 3.990 D_real: 0.003 D_fake: 0.251 +(epoch: 95, iters: 2096, time: 0.417, data: 0.020) G_GAN: 5.633 G_L1: 3.079 D_real: 0.004 D_fake: 0.242 +(epoch: 95, iters: 2196, time: 0.297, data: 0.026) G_GAN: 6.459 G_L1: 5.747 D_real: 0.196 D_fake: 0.035 +(epoch: 95, iters: 2296, time: 0.295, data: 0.019) G_GAN: 5.314 G_L1: 3.135 D_real: 0.414 D_fake: 0.426 +(epoch: 95, iters: 2396, time: 0.304, data: 0.021) G_GAN: 7.164 G_L1: 3.407 D_real: 0.003 D_fake: 0.005 +(epoch: 95, iters: 2496, time: 0.581, data: 0.022) G_GAN: 4.586 G_L1: 6.378 D_real: 0.024 D_fake: 0.077 +(epoch: 95, iters: 2596, time: 0.294, data: 0.020) G_GAN: 4.046 G_L1: 6.283 D_real: 0.003 D_fake: 0.150 +(epoch: 95, iters: 2696, time: 0.307, data: 0.020) G_GAN: 7.598 G_L1: 4.192 D_real: 0.051 D_fake: 0.008 +(epoch: 95, iters: 2796, time: 0.290, data: 0.021) G_GAN: 5.125 G_L1: 4.839 D_real: 0.000 D_fake: 0.028 +(epoch: 95, iters: 2896, time: 0.395, data: 0.022) G_GAN: 6.425 G_L1: 2.864 D_real: 0.190 D_fake: 0.007 +(epoch: 95, iters: 2996, time: 0.299, data: 0.021) G_GAN: 4.325 G_L1: 3.225 D_real: 0.023 D_fake: 0.044 +(epoch: 95, iters: 3096, time: 0.298, data: 0.022) G_GAN: 5.662 G_L1: 4.949 D_real: 0.364 D_fake: 0.022 +(epoch: 95, iters: 3196, time: 0.301, data: 0.022) G_GAN: 6.963 G_L1: 4.913 D_real: 0.005 D_fake: 0.014 +(epoch: 95, iters: 3296, time: 0.416, data: 0.020) G_GAN: 5.626 G_L1: 5.037 D_real: 0.025 D_fake: 0.060 +(epoch: 95, iters: 3396, time: 0.295, data: 0.020) G_GAN: 5.330 G_L1: 4.589 D_real: 0.006 D_fake: 0.042 +(epoch: 95, iters: 3496, time: 0.303, data: 0.020) G_GAN: 5.978 G_L1: 4.426 D_real: 0.006 D_fake: 0.010 +(epoch: 95, iters: 3596, time: 0.282, data: 0.020) G_GAN: 4.902 G_L1: 3.476 D_real: 0.065 D_fake: 0.022 +(epoch: 95, iters: 3696, time: 0.424, data: 0.019) G_GAN: 5.535 G_L1: 3.999 D_real: 0.005 D_fake: 0.482 +(epoch: 95, iters: 3796, time: 0.302, data: 0.019) G_GAN: 3.899 G_L1: 3.057 D_real: 0.123 D_fake: 0.137 +(epoch: 95, iters: 3896, time: 0.287, data: 0.020) G_GAN: 4.811 G_L1: 2.763 D_real: 0.117 D_fake: 0.020 +(epoch: 95, iters: 3996, time: 0.293, data: 0.018) G_GAN: 5.941 G_L1: 2.893 D_real: 0.008 D_fake: 0.072 +(epoch: 95, iters: 4096, time: 0.396, data: 0.018) G_GAN: 4.443 G_L1: 4.267 D_real: 0.044 D_fake: 0.057 +(epoch: 95, iters: 4196, time: 0.284, data: 0.020) G_GAN: 7.205 G_L1: 4.813 D_real: 0.010 D_fake: 0.012 +(epoch: 95, iters: 4296, time: 0.295, data: 0.036) G_GAN: 5.796 G_L1: 3.533 D_real: 0.000 D_fake: 0.020 +(epoch: 95, iters: 4396, time: 0.298, data: 0.019) G_GAN: 4.671 G_L1: 3.885 D_real: 0.078 D_fake: 0.087 +(epoch: 95, iters: 4496, time: 0.662, data: 0.020) G_GAN: 5.477 G_L1: 3.382 D_real: 0.012 D_fake: 0.073 +(epoch: 95, iters: 4596, time: 0.284, data: 0.018) G_GAN: 4.837 G_L1: 4.518 D_real: 0.031 D_fake: 0.168 +(epoch: 95, iters: 4696, time: 0.300, data: 0.017) G_GAN: 5.396 G_L1: 3.627 D_real: 0.089 D_fake: 0.010 +(epoch: 95, iters: 4796, time: 0.297, data: 0.019) G_GAN: 4.670 G_L1: 4.801 D_real: 0.106 D_fake: 0.053 +(epoch: 95, iters: 4896, time: 0.418, data: 0.019) G_GAN: 6.099 G_L1: 3.778 D_real: 0.182 D_fake: 0.011 +(epoch: 95, iters: 4996, time: 0.294, data: 0.017) G_GAN: 5.630 G_L1: 5.225 D_real: 0.011 D_fake: 0.028 +(epoch: 95, iters: 5096, time: 0.294, data: 0.020) G_GAN: 6.119 G_L1: 4.105 D_real: 0.123 D_fake: 0.013 +(epoch: 95, iters: 5196, time: 0.292, data: 0.019) G_GAN: 3.865 G_L1: 4.162 D_real: 0.024 D_fake: 0.114 +(epoch: 95, iters: 5296, time: 0.391, data: 0.018) G_GAN: 5.381 G_L1: 2.667 D_real: 0.041 D_fake: 0.197 +(epoch: 95, iters: 5396, time: 0.274, data: 0.018) G_GAN: 4.165 G_L1: 3.971 D_real: 0.002 D_fake: 0.080 +(epoch: 95, iters: 5496, time: 0.282, data: 0.018) G_GAN: 5.334 G_L1: 4.183 D_real: 0.022 D_fake: 0.107 +(epoch: 95, iters: 5596, time: 0.295, data: 0.017) G_GAN: 7.363 G_L1: 4.140 D_real: 0.154 D_fake: 0.004 +(epoch: 95, iters: 5696, time: 0.391, data: 0.018) G_GAN: 4.594 G_L1: 4.079 D_real: 0.011 D_fake: 0.037 +(epoch: 95, iters: 5796, time: 0.298, data: 0.016) G_GAN: 6.306 G_L1: 4.091 D_real: 0.004 D_fake: 0.013 +(epoch: 95, iters: 5896, time: 0.290, data: 0.018) G_GAN: 5.345 G_L1: 4.754 D_real: 0.009 D_fake: 0.028 +(epoch: 95, iters: 5996, time: 0.301, data: 0.017) G_GAN: 3.700 G_L1: 3.560 D_real: 0.096 D_fake: 0.145 +(epoch: 95, iters: 6096, time: 0.420, data: 0.018) G_GAN: 5.504 G_L1: 4.629 D_real: 0.097 D_fake: 0.024 +(epoch: 95, iters: 6196, time: 0.296, data: 0.019) G_GAN: 4.792 G_L1: 3.271 D_real: 0.016 D_fake: 0.050 +(epoch: 95, iters: 6296, time: 0.281, data: 0.018) G_GAN: 4.936 G_L1: 3.836 D_real: 0.022 D_fake: 0.181 +(epoch: 95, iters: 6396, time: 0.283, data: 0.017) G_GAN: 5.402 G_L1: 5.812 D_real: 0.449 D_fake: 0.035 +(epoch: 95, iters: 6496, time: 0.630, data: 0.017) G_GAN: 5.317 G_L1: 4.107 D_real: 0.001 D_fake: 0.172 +(epoch: 95, iters: 6596, time: 0.302, data: 0.019) G_GAN: 5.464 G_L1: 4.058 D_real: 0.001 D_fake: 0.031 +(epoch: 95, iters: 6696, time: 0.305, data: 0.018) G_GAN: 5.429 G_L1: 7.410 D_real: 0.016 D_fake: 0.067 +(epoch: 95, iters: 6796, time: 0.298, data: 0.018) G_GAN: 4.494 G_L1: 3.910 D_real: 0.000 D_fake: 0.055 +(epoch: 95, iters: 6896, time: 0.412, data: 0.016) G_GAN: 5.683 G_L1: 7.191 D_real: 0.002 D_fake: 0.032 +(epoch: 95, iters: 6996, time: 0.295, data: 0.017) G_GAN: 4.760 G_L1: 3.732 D_real: 0.026 D_fake: 0.127 +(epoch: 95, iters: 7096, time: 0.294, data: 0.018) G_GAN: 5.703 G_L1: 4.662 D_real: 0.004 D_fake: 0.023 +(epoch: 95, iters: 7196, time: 0.285, data: 0.018) G_GAN: 5.741 G_L1: 4.281 D_real: 0.060 D_fake: 0.111 +(epoch: 95, iters: 7296, time: 0.368, data: 0.016) G_GAN: 6.422 G_L1: 3.674 D_real: 0.005 D_fake: 0.015 +(epoch: 95, iters: 7396, time: 0.295, data: 0.017) G_GAN: 6.121 G_L1: 4.814 D_real: 0.004 D_fake: 0.031 +(epoch: 95, iters: 7496, time: 0.289, data: 0.018) G_GAN: 6.524 G_L1: 3.508 D_real: 0.067 D_fake: 0.005 +(epoch: 95, iters: 7596, time: 0.291, data: 0.019) G_GAN: 7.607 G_L1: 4.670 D_real: 0.002 D_fake: 0.021 +(epoch: 95, iters: 7696, time: 0.400, data: 0.018) G_GAN: 9.628 G_L1: 5.151 D_real: 0.000 D_fake: 0.005 +(epoch: 95, iters: 7796, time: 0.294, data: 0.019) G_GAN: 5.805 G_L1: 3.988 D_real: 0.001 D_fake: 0.029 +(epoch: 95, iters: 7896, time: 0.298, data: 0.019) G_GAN: 5.617 G_L1: 3.356 D_real: 0.064 D_fake: 0.016 +(epoch: 95, iters: 7996, time: 0.302, data: 0.029) G_GAN: 5.724 G_L1: 3.530 D_real: 0.158 D_fake: 0.011 +(epoch: 95, iters: 8096, time: 0.413, data: 0.018) G_GAN: 5.928 G_L1: 3.105 D_real: 0.221 D_fake: 0.009 +(epoch: 95, iters: 8196, time: 0.294, data: 0.018) G_GAN: 7.976 G_L1: 6.307 D_real: 0.000 D_fake: 0.004 +(epoch: 95, iters: 8296, time: 0.303, data: 0.020) G_GAN: 4.229 G_L1: 4.180 D_real: 0.008 D_fake: 0.078 +(epoch: 95, iters: 8396, time: 0.296, data: 0.021) G_GAN: 6.080 G_L1: 6.819 D_real: 0.008 D_fake: 0.011 +(epoch: 95, iters: 8496, time: 0.654, data: 0.020) G_GAN: 5.947 G_L1: 4.142 D_real: 0.030 D_fake: 0.025 +(epoch: 95, iters: 8596, time: 0.289, data: 0.019) G_GAN: 6.663 G_L1: 4.329 D_real: 0.008 D_fake: 0.007 +(epoch: 95, iters: 8696, time: 0.290, data: 0.018) G_GAN: 6.034 G_L1: 4.280 D_real: 0.002 D_fake: 0.013 +(epoch: 95, iters: 8796, time: 0.301, data: 0.018) G_GAN: 3.459 G_L1: 3.690 D_real: 0.613 D_fake: 0.177 +(epoch: 95, iters: 8896, time: 0.419, data: 0.020) G_GAN: 4.640 G_L1: 4.359 D_real: 0.015 D_fake: 0.088 +(epoch: 95, iters: 8996, time: 0.302, data: 0.019) G_GAN: 5.161 G_L1: 3.350 D_real: 0.024 D_fake: 0.035 +(epoch: 95, iters: 9096, time: 0.310, data: 0.020) G_GAN: 3.670 G_L1: 2.567 D_real: 0.154 D_fake: 0.136 +(epoch: 95, iters: 9196, time: 0.290, data: 0.020) G_GAN: 4.662 G_L1: 3.051 D_real: 0.114 D_fake: 0.031 +(epoch: 95, iters: 9296, time: 0.410, data: 0.018) G_GAN: 4.621 G_L1: 3.794 D_real: 0.000 D_fake: 0.046 +(epoch: 95, iters: 9396, time: 0.300, data: 0.017) G_GAN: 4.008 G_L1: 4.801 D_real: 0.158 D_fake: 0.140 +(epoch: 95, iters: 9496, time: 0.297, data: 0.019) G_GAN: 4.443 G_L1: 4.453 D_real: 0.083 D_fake: 0.046 +(epoch: 95, iters: 9596, time: 0.299, data: 0.021) G_GAN: 5.447 G_L1: 3.750 D_real: 0.060 D_fake: 0.014 +(epoch: 95, iters: 9696, time: 0.420, data: 0.020) G_GAN: 5.252 G_L1: 3.290 D_real: 0.211 D_fake: 0.010 +(epoch: 95, iters: 9796, time: 0.295, data: 0.018) G_GAN: 6.559 G_L1: 4.987 D_real: 0.018 D_fake: 0.021 +(epoch: 95, iters: 9896, time: 0.295, data: 0.018) G_GAN: 6.107 G_L1: 3.428 D_real: 0.015 D_fake: 0.011 +(epoch: 95, iters: 9996, time: 0.297, data: 0.023) G_GAN: 5.058 G_L1: 4.982 D_real: 0.010 D_fake: 0.029 +(epoch: 95, iters: 10096, time: 0.386, data: 0.020) G_GAN: 4.626 G_L1: 2.733 D_real: 0.035 D_fake: 0.420 +(epoch: 95, iters: 10196, time: 0.304, data: 0.020) G_GAN: 5.137 G_L1: 3.965 D_real: 0.135 D_fake: 0.017 +(epoch: 95, iters: 10296, time: 0.304, data: 0.020) G_GAN: 5.116 G_L1: 3.399 D_real: 0.050 D_fake: 0.023 +(epoch: 95, iters: 10396, time: 0.298, data: 0.019) G_GAN: 3.434 G_L1: 2.670 D_real: 0.269 D_fake: 0.118 +(epoch: 95, iters: 10496, time: 0.666, data: 0.019) G_GAN: 6.214 G_L1: 7.042 D_real: 0.270 D_fake: 0.077 +(epoch: 95, iters: 10596, time: 0.298, data: 0.019) G_GAN: 5.910 G_L1: 2.640 D_real: 0.109 D_fake: 0.123 +(epoch: 95, iters: 10696, time: 0.293, data: 0.020) G_GAN: 6.203 G_L1: 5.186 D_real: 0.180 D_fake: 0.006 +(epoch: 95, iters: 10796, time: 0.303, data: 0.019) G_GAN: 7.503 G_L1: 4.922 D_real: 0.054 D_fake: 0.006 +(epoch: 95, iters: 10896, time: 0.423, data: 0.020) G_GAN: 4.742 G_L1: 4.413 D_real: 0.090 D_fake: 0.031 +(epoch: 95, iters: 10996, time: 0.300, data: 0.024) G_GAN: 3.997 G_L1: 6.123 D_real: 0.001 D_fake: 0.308 +(epoch: 95, iters: 11096, time: 0.300, data: 0.021) G_GAN: 4.559 G_L1: 2.835 D_real: 0.007 D_fake: 0.057 +(epoch: 95, iters: 11196, time: 0.305, data: 0.020) G_GAN: 5.668 G_L1: 6.230 D_real: 0.063 D_fake: 0.033 +(epoch: 95, iters: 11296, time: 0.409, data: 0.021) G_GAN: 9.728 G_L1: 4.381 D_real: 0.010 D_fake: 0.000 +(epoch: 95, iters: 11396, time: 0.304, data: 0.019) G_GAN: 5.941 G_L1: 8.269 D_real: 0.002 D_fake: 0.115 +(epoch: 95, iters: 11496, time: 0.298, data: 0.019) G_GAN: 4.964 G_L1: 5.601 D_real: 0.257 D_fake: 0.016 +(epoch: 95, iters: 11596, time: 0.294, data: 0.019) G_GAN: 6.134 G_L1: 6.097 D_real: 0.002 D_fake: 0.013 +(epoch: 95, iters: 11696, time: 0.415, data: 0.020) G_GAN: 5.115 G_L1: 3.312 D_real: 0.146 D_fake: 0.034 +(epoch: 95, iters: 11796, time: 0.297, data: 0.023) G_GAN: 5.268 G_L1: 4.741 D_real: 0.008 D_fake: 0.033 +(epoch: 95, iters: 11896, time: 0.283, data: 0.020) G_GAN: 5.151 G_L1: 4.677 D_real: 0.031 D_fake: 0.046 +(epoch: 95, iters: 11996, time: 0.298, data: 0.017) G_GAN: 5.038 G_L1: 3.260 D_real: 0.040 D_fake: 0.061 +(epoch: 95, iters: 12096, time: 0.375, data: 0.020) G_GAN: 6.746 G_L1: 3.636 D_real: 0.193 D_fake: 0.060 +(epoch: 95, iters: 12196, time: 0.304, data: 0.018) G_GAN: 5.875 G_L1: 3.746 D_real: 0.015 D_fake: 0.016 +(epoch: 95, iters: 12296, time: 0.299, data: 0.019) G_GAN: 5.674 G_L1: 4.456 D_real: 0.049 D_fake: 0.023 +(epoch: 95, iters: 12396, time: 0.296, data: 0.020) G_GAN: 4.191 G_L1: 5.639 D_real: 0.001 D_fake: 0.084 +(epoch: 95, iters: 12496, time: 0.572, data: 0.018) G_GAN: 3.864 G_L1: 2.726 D_real: 0.108 D_fake: 0.087 +(epoch: 95, iters: 12596, time: 0.289, data: 0.019) G_GAN: 5.259 G_L1: 3.504 D_real: 0.000 D_fake: 0.053 +(epoch: 95, iters: 12696, time: 0.295, data: 0.017) G_GAN: 5.768 G_L1: 5.004 D_real: 0.000 D_fake: 0.021 +(epoch: 95, iters: 12796, time: 0.297, data: 0.018) G_GAN: 5.378 G_L1: 4.408 D_real: 0.092 D_fake: 0.018 +(epoch: 95, iters: 12896, time: 0.408, data: 0.020) G_GAN: 5.493 G_L1: 5.301 D_real: 0.009 D_fake: 0.075 +(epoch: 95, iters: 12996, time: 0.283, data: 0.016) G_GAN: 6.091 G_L1: 3.547 D_real: 0.068 D_fake: 0.029 +(epoch: 95, iters: 13096, time: 0.303, data: 0.019) G_GAN: 4.031 G_L1: 3.810 D_real: 0.011 D_fake: 0.206 +(epoch: 95, iters: 13196, time: 0.294, data: 0.019) G_GAN: 5.194 G_L1: 3.582 D_real: 0.017 D_fake: 0.071 +(epoch: 95, iters: 13296, time: 0.384, data: 0.019) G_GAN: 5.461 G_L1: 3.960 D_real: 0.064 D_fake: 0.037 +(epoch: 95, iters: 13396, time: 0.295, data: 0.019) G_GAN: 4.203 G_L1: 3.340 D_real: 0.116 D_fake: 0.061 +(epoch: 95, iters: 13496, time: 0.299, data: 0.019) G_GAN: 5.475 G_L1: 3.653 D_real: 0.016 D_fake: 0.013 +(epoch: 95, iters: 13596, time: 0.287, data: 0.019) G_GAN: 5.427 G_L1: 4.949 D_real: 0.148 D_fake: 0.024 +(epoch: 95, iters: 13696, time: 0.421, data: 0.019) G_GAN: 3.953 G_L1: 3.207 D_real: 0.002 D_fake: 0.068 +(epoch: 95, iters: 13796, time: 0.300, data: 0.019) G_GAN: 4.149 G_L1: 3.639 D_real: 0.069 D_fake: 0.060 +(epoch: 95, iters: 13896, time: 0.293, data: 0.019) G_GAN: 4.398 G_L1: 3.281 D_real: 0.054 D_fake: 0.091 +(epoch: 95, iters: 13996, time: 0.306, data: 0.019) G_GAN: 5.280 G_L1: 3.898 D_real: 0.000 D_fake: 0.051 +(epoch: 95, iters: 14096, time: 0.418, data: 0.018) G_GAN: 4.687 G_L1: 4.144 D_real: 0.039 D_fake: 0.061 +(epoch: 95, iters: 14196, time: 0.301, data: 0.022) G_GAN: 4.478 G_L1: 5.492 D_real: 0.105 D_fake: 0.044 +(epoch: 95, iters: 14296, time: 0.301, data: 0.018) G_GAN: 5.185 G_L1: 5.506 D_real: 0.022 D_fake: 0.081 +(epoch: 95, iters: 14396, time: 0.307, data: 0.020) G_GAN: 6.120 G_L1: 3.788 D_real: 0.042 D_fake: 0.225 +(epoch: 95, iters: 14496, time: 0.639, data: 0.019) G_GAN: 4.990 G_L1: 4.144 D_real: 0.000 D_fake: 0.135 +(epoch: 95, iters: 14596, time: 0.307, data: 0.019) G_GAN: 5.575 G_L1: 3.417 D_real: 0.045 D_fake: 0.030 +(epoch: 95, iters: 14696, time: 0.305, data: 0.020) G_GAN: 7.965 G_L1: 4.371 D_real: 0.009 D_fake: 0.006 +(epoch: 95, iters: 14796, time: 0.295, data: 0.019) G_GAN: 4.667 G_L1: 3.591 D_real: 0.039 D_fake: 0.077 +(epoch: 95, iters: 14896, time: 0.414, data: 0.019) G_GAN: 4.366 G_L1: 4.022 D_real: 0.140 D_fake: 0.034 +(epoch: 95, iters: 14996, time: 0.304, data: 0.019) G_GAN: 6.738 G_L1: 6.347 D_real: 0.036 D_fake: 0.015 +(epoch: 95, iters: 15096, time: 0.300, data: 0.020) G_GAN: 6.866 G_L1: 7.993 D_real: 0.000 D_fake: 0.015 +(epoch: 95, iters: 15196, time: 0.287, data: 0.018) G_GAN: 5.441 G_L1: 3.528 D_real: 0.002 D_fake: 0.025 +(epoch: 95, iters: 15296, time: 0.409, data: 0.019) G_GAN: 4.650 G_L1: 4.219 D_real: 0.002 D_fake: 0.134 +(epoch: 95, iters: 15396, time: 0.296, data: 0.017) G_GAN: 4.231 G_L1: 3.310 D_real: 0.198 D_fake: 0.099 +(epoch: 95, iters: 15496, time: 0.299, data: 0.019) G_GAN: 4.528 G_L1: 3.501 D_real: 0.016 D_fake: 0.049 +(epoch: 95, iters: 15596, time: 0.292, data: 0.018) G_GAN: 6.022 G_L1: 3.561 D_real: 0.010 D_fake: 0.196 +(epoch: 95, iters: 15696, time: 0.371, data: 0.020) G_GAN: 5.595 G_L1: 2.820 D_real: 0.037 D_fake: 0.039 +(epoch: 95, iters: 15796, time: 0.300, data: 0.017) G_GAN: 5.682 G_L1: 6.464 D_real: 0.000 D_fake: 0.038 +(epoch: 95, iters: 15896, time: 0.296, data: 0.018) G_GAN: 4.470 G_L1: 3.498 D_real: 0.057 D_fake: 0.039 +(epoch: 95, iters: 15996, time: 0.296, data: 0.018) G_GAN: 7.778 G_L1: 5.514 D_real: 0.000 D_fake: 0.004 +(epoch: 95, iters: 16096, time: 0.404, data: 0.019) G_GAN: 4.586 G_L1: 5.447 D_real: 0.019 D_fake: 0.106 +(epoch: 95, iters: 16196, time: 0.297, data: 0.017) G_GAN: 5.620 G_L1: 3.891 D_real: 0.003 D_fake: 0.038 +(epoch: 95, iters: 16296, time: 0.299, data: 0.019) G_GAN: 6.319 G_L1: 4.750 D_real: 0.003 D_fake: 0.021 +(epoch: 95, iters: 16396, time: 0.299, data: 0.021) G_GAN: 4.726 G_L1: 4.765 D_real: 0.111 D_fake: 0.154 +(epoch: 95, iters: 16496, time: 0.641, data: 0.019) G_GAN: 4.924 G_L1: 5.081 D_real: 0.009 D_fake: 0.058 +(epoch: 95, iters: 16596, time: 0.298, data: 0.019) G_GAN: 4.548 G_L1: 3.093 D_real: 0.218 D_fake: 0.025 +(epoch: 95, iters: 16696, time: 0.294, data: 0.021) G_GAN: 4.659 G_L1: 3.450 D_real: 0.182 D_fake: 0.028 +(epoch: 95, iters: 16796, time: 0.288, data: 0.019) G_GAN: 6.223 G_L1: 3.326 D_real: 0.056 D_fake: 0.079 +(epoch: 95, iters: 16896, time: 0.376, data: 0.019) G_GAN: 4.866 G_L1: 3.334 D_real: 0.012 D_fake: 0.134 +(epoch: 95, iters: 16996, time: 0.296, data: 0.021) G_GAN: 3.745 G_L1: 3.264 D_real: 0.127 D_fake: 0.054 +(epoch: 95, iters: 17096, time: 0.303, data: 0.019) G_GAN: 5.461 G_L1: 3.569 D_real: 0.236 D_fake: 0.008 +(epoch: 95, iters: 17196, time: 0.298, data: 0.019) G_GAN: 4.713 G_L1: 3.334 D_real: 0.029 D_fake: 0.060 +(epoch: 95, iters: 17296, time: 0.417, data: 0.019) G_GAN: 4.495 G_L1: 3.112 D_real: 0.283 D_fake: 0.044 +(epoch: 95, iters: 17396, time: 0.276, data: 0.036) G_GAN: 4.439 G_L1: 3.700 D_real: 0.011 D_fake: 0.113 +(epoch: 95, iters: 17496, time: 0.302, data: 0.017) G_GAN: 5.699 G_L1: 4.487 D_real: 0.091 D_fake: 0.010 +(epoch: 95, iters: 17596, time: 0.292, data: 0.020) G_GAN: 6.299 G_L1: 4.538 D_real: 0.001 D_fake: 0.087 +(epoch: 95, iters: 17696, time: 0.396, data: 0.019) G_GAN: 3.957 G_L1: 4.135 D_real: 0.544 D_fake: 0.025 +(epoch: 95, iters: 17796, time: 0.305, data: 0.019) G_GAN: 6.333 G_L1: 4.774 D_real: 0.022 D_fake: 0.026 +(epoch: 95, iters: 17896, time: 0.294, data: 0.020) G_GAN: 6.291 G_L1: 2.689 D_real: 0.196 D_fake: 0.006 +(epoch: 95, iters: 17996, time: 0.303, data: 0.020) G_GAN: 6.602 G_L1: 3.174 D_real: 0.019 D_fake: 0.012 +(epoch: 95, iters: 18096, time: 0.427, data: 0.021) G_GAN: 6.357 G_L1: 5.639 D_real: 0.001 D_fake: 0.027 +(epoch: 95, iters: 18196, time: 0.304, data: 0.019) G_GAN: 7.180 G_L1: 3.818 D_real: 0.007 D_fake: 0.005 +(epoch: 95, iters: 18296, time: 0.302, data: 0.020) G_GAN: 6.672 G_L1: 4.200 D_real: 0.010 D_fake: 0.005 +(epoch: 95, iters: 18396, time: 0.288, data: 0.019) G_GAN: 4.205 G_L1: 3.136 D_real: 0.012 D_fake: 0.169 +(epoch: 95, iters: 18496, time: 0.626, data: 0.017) G_GAN: 5.918 G_L1: 4.064 D_real: 0.059 D_fake: 0.014 +(epoch: 95, iters: 18596, time: 0.280, data: 0.021) G_GAN: 3.685 G_L1: 3.547 D_real: 0.008 D_fake: 0.113 +(epoch: 95, iters: 18696, time: 0.297, data: 0.019) G_GAN: 6.878 G_L1: 3.704 D_real: 0.001 D_fake: 0.012 +(epoch: 95, iters: 18796, time: 0.288, data: 0.017) G_GAN: 6.387 G_L1: 3.281 D_real: 0.015 D_fake: 0.065 +(epoch: 95, iters: 18896, time: 0.402, data: 0.018) G_GAN: 4.804 G_L1: 3.241 D_real: 0.001 D_fake: 0.040 +(epoch: 95, iters: 18996, time: 0.291, data: 0.017) G_GAN: 5.143 G_L1: 7.493 D_real: 0.000 D_fake: 0.025 +(epoch: 95, iters: 19096, time: 0.290, data: 0.018) G_GAN: 4.097 G_L1: 2.109 D_real: 0.078 D_fake: 0.124 +(epoch: 95, iters: 19196, time: 0.295, data: 0.017) G_GAN: 5.441 G_L1: 4.234 D_real: 0.101 D_fake: 0.022 +(epoch: 95, iters: 19296, time: 0.365, data: 0.018) G_GAN: 4.782 G_L1: 2.029 D_real: 0.074 D_fake: 0.014 +(epoch: 95, iters: 19396, time: 0.289, data: 0.021) G_GAN: 7.185 G_L1: 4.085 D_real: 0.005 D_fake: 0.008 +(epoch: 95, iters: 19496, time: 0.286, data: 0.019) G_GAN: 4.854 G_L1: 2.621 D_real: 0.169 D_fake: 0.039 +(epoch: 95, iters: 19596, time: 0.293, data: 0.017) G_GAN: 5.194 G_L1: 3.732 D_real: 0.045 D_fake: 0.036 +(epoch: 95, iters: 19696, time: 0.319, data: 0.018) G_GAN: 5.274 G_L1: 3.681 D_real: 0.088 D_fake: 0.044 +(epoch: 95, iters: 19796, time: 0.286, data: 0.023) G_GAN: 5.051 G_L1: 4.506 D_real: 0.000 D_fake: 0.031 +(epoch: 95, iters: 19896, time: 0.275, data: 0.017) G_GAN: 4.977 G_L1: 9.687 D_real: 0.000 D_fake: 0.039 +(epoch: 95, iters: 19996, time: 0.272, data: 0.016) G_GAN: 5.875 G_L1: 3.653 D_real: 0.014 D_fake: 0.090 +(epoch: 95, iters: 20096, time: 0.384, data: 0.016) G_GAN: 6.840 G_L1: 3.910 D_real: 0.000 D_fake: 0.004 +(epoch: 95, iters: 20196, time: 0.296, data: 0.017) G_GAN: 5.363 G_L1: 4.226 D_real: 0.000 D_fake: 0.036 +(epoch: 95, iters: 20296, time: 0.289, data: 0.019) G_GAN: 5.744 G_L1: 4.741 D_real: 0.150 D_fake: 0.035 +(epoch: 95, iters: 20396, time: 0.296, data: 0.021) G_GAN: 5.753 G_L1: 5.648 D_real: 0.008 D_fake: 0.013 +(epoch: 95, iters: 20496, time: 0.607, data: 0.019) G_GAN: 4.968 G_L1: 3.368 D_real: 0.014 D_fake: 0.033 +(epoch: 95, iters: 20596, time: 0.288, data: 0.020) G_GAN: 5.045 G_L1: 3.401 D_real: 0.043 D_fake: 0.156 +(epoch: 95, iters: 20696, time: 0.296, data: 0.018) G_GAN: 5.605 G_L1: 4.087 D_real: 0.001 D_fake: 0.040 +(epoch: 95, iters: 20796, time: 0.295, data: 0.019) G_GAN: 4.937 G_L1: 3.284 D_real: 0.147 D_fake: 0.056 +(epoch: 95, iters: 20896, time: 0.413, data: 0.019) G_GAN: 6.638 G_L1: 4.486 D_real: 0.029 D_fake: 0.017 +(epoch: 95, iters: 20996, time: 0.286, data: 0.017) G_GAN: 4.961 G_L1: 3.931 D_real: 0.001 D_fake: 0.016 +(epoch: 95, iters: 21096, time: 0.293, data: 0.018) G_GAN: 5.338 G_L1: 3.544 D_real: 0.087 D_fake: 0.145 +(epoch: 95, iters: 21196, time: 0.292, data: 0.019) G_GAN: 5.455 G_L1: 4.833 D_real: 0.006 D_fake: 0.029 +(epoch: 95, iters: 21296, time: 0.394, data: 0.018) G_GAN: 3.530 G_L1: 3.927 D_real: 0.005 D_fake: 0.467 +(epoch: 95, iters: 21396, time: 0.296, data: 0.017) G_GAN: 6.453 G_L1: 3.275 D_real: 0.053 D_fake: 0.017 +(epoch: 95, iters: 21496, time: 0.279, data: 0.017) G_GAN: 4.891 G_L1: 5.228 D_real: 0.020 D_fake: 0.036 +(epoch: 95, iters: 21596, time: 0.279, data: 0.017) G_GAN: 6.024 G_L1: 4.182 D_real: 0.046 D_fake: 0.011 +(epoch: 95, iters: 21696, time: 0.413, data: 0.016) G_GAN: 5.720 G_L1: 3.750 D_real: 0.000 D_fake: 0.049 +(epoch: 95, iters: 21796, time: 0.282, data: 0.016) G_GAN: 3.196 G_L1: 3.442 D_real: 0.368 D_fake: 0.076 +(epoch: 95, iters: 21896, time: 0.294, data: 0.017) G_GAN: 5.890 G_L1: 4.509 D_real: 0.022 D_fake: 0.018 +(epoch: 95, iters: 21996, time: 0.291, data: 0.019) G_GAN: 4.856 G_L1: 3.199 D_real: 0.104 D_fake: 0.070 +(epoch: 95, iters: 22096, time: 0.418, data: 0.017) G_GAN: 5.841 G_L1: 3.956 D_real: 0.069 D_fake: 0.007 +(epoch: 95, iters: 22196, time: 0.294, data: 0.019) G_GAN: 5.663 G_L1: 3.793 D_real: 0.038 D_fake: 0.084 +(epoch: 95, iters: 22296, time: 0.289, data: 0.019) G_GAN: 5.329 G_L1: 4.161 D_real: 0.092 D_fake: 0.012 +(epoch: 95, iters: 22396, time: 0.277, data: 0.017) G_GAN: 5.095 G_L1: 5.466 D_real: 0.017 D_fake: 0.128 +(epoch: 95, iters: 22496, time: 0.542, data: 0.014) G_GAN: 3.749 G_L1: 3.078 D_real: 0.040 D_fake: 0.129 +(epoch: 95, iters: 22596, time: 0.279, data: 0.016) G_GAN: 4.656 G_L1: 3.043 D_real: 0.000 D_fake: 0.129 +(epoch: 95, iters: 22696, time: 0.298, data: 0.015) G_GAN: 6.820 G_L1: 4.280 D_real: 0.107 D_fake: 0.083 +(epoch: 95, iters: 22796, time: 0.280, data: 0.019) G_GAN: 6.059 G_L1: 5.793 D_real: 0.114 D_fake: 0.035 +(epoch: 95, iters: 22896, time: 0.396, data: 0.015) G_GAN: 7.766 G_L1: 4.576 D_real: 0.006 D_fake: 0.003 +(epoch: 95, iters: 22996, time: 0.279, data: 0.019) G_GAN: 5.650 G_L1: 2.668 D_real: 0.014 D_fake: 0.008 +(epoch: 95, iters: 23096, time: 0.289, data: 0.014) G_GAN: 4.799 G_L1: 3.850 D_real: 0.008 D_fake: 0.042 +(epoch: 95, iters: 23196, time: 0.276, data: 0.018) G_GAN: 5.770 G_L1: 3.552 D_real: 0.055 D_fake: 0.029 +(epoch: 95, iters: 23296, time: 0.405, data: 0.018) G_GAN: 5.236 G_L1: 3.707 D_real: 0.047 D_fake: 0.041 +(epoch: 95, iters: 23396, time: 0.291, data: 0.019) G_GAN: 3.812 G_L1: 3.365 D_real: 0.215 D_fake: 0.126 +(epoch: 95, iters: 23496, time: 0.285, data: 0.018) G_GAN: 3.769 G_L1: 3.128 D_real: 0.686 D_fake: 0.074 +(epoch: 95, iters: 23596, time: 0.293, data: 0.019) G_GAN: 5.192 G_L1: 2.950 D_real: 0.143 D_fake: 0.017 +(epoch: 95, iters: 23696, time: 0.399, data: 0.019) G_GAN: 4.560 G_L1: 3.219 D_real: 0.047 D_fake: 0.126 +(epoch: 95, iters: 23796, time: 0.297, data: 0.021) G_GAN: 4.573 G_L1: 3.602 D_real: 0.012 D_fake: 0.112 +(epoch: 95, iters: 23896, time: 0.303, data: 0.020) G_GAN: 5.092 G_L1: 3.405 D_real: 0.038 D_fake: 0.063 +(epoch: 95, iters: 23996, time: 0.295, data: 0.020) G_GAN: 4.913 G_L1: 4.751 D_real: 0.017 D_fake: 0.064 +(epoch: 95, iters: 24096, time: 0.417, data: 0.018) G_GAN: 8.402 G_L1: 5.043 D_real: 0.260 D_fake: 0.011 +(epoch: 95, iters: 24196, time: 0.301, data: 0.018) G_GAN: 8.812 G_L1: 4.056 D_real: 0.022 D_fake: 0.091 +(epoch: 95, iters: 24296, time: 0.300, data: 0.019) G_GAN: 9.254 G_L1: 5.256 D_real: 0.000 D_fake: 0.002 +(epoch: 95, iters: 24396, time: 0.306, data: 0.019) G_GAN: 4.914 G_L1: 4.090 D_real: 0.160 D_fake: 0.071 +(epoch: 95, iters: 24496, time: 0.635, data: 0.019) G_GAN: 4.319 G_L1: 3.145 D_real: 0.057 D_fake: 0.548 +(epoch: 95, iters: 24596, time: 0.293, data: 0.020) G_GAN: 5.719 G_L1: 8.467 D_real: 0.092 D_fake: 0.027 +(epoch: 95, iters: 24696, time: 0.303, data: 0.017) G_GAN: 6.183 G_L1: 4.073 D_real: 0.037 D_fake: 0.008 +(epoch: 95, iters: 24796, time: 0.298, data: 0.023) G_GAN: 6.494 G_L1: 7.189 D_real: 0.092 D_fake: 0.006 +(epoch: 95, iters: 24896, time: 0.421, data: 0.018) G_GAN: 5.415 G_L1: 5.369 D_real: 0.156 D_fake: 0.010 +(epoch: 95, iters: 24996, time: 0.302, data: 0.018) G_GAN: 6.926 G_L1: 4.487 D_real: 0.039 D_fake: 0.005 +(epoch: 95, iters: 25096, time: 0.301, data: 0.018) G_GAN: 4.738 G_L1: 3.820 D_real: 0.047 D_fake: 0.046 +(epoch: 95, iters: 25196, time: 0.302, data: 0.019) G_GAN: 7.609 G_L1: 6.121 D_real: 0.029 D_fake: 0.004 +(epoch: 95, iters: 25296, time: 0.414, data: 0.019) G_GAN: 7.008 G_L1: 4.004 D_real: 0.026 D_fake: 0.076 +(epoch: 95, iters: 25396, time: 0.304, data: 0.020) G_GAN: 5.550 G_L1: 5.155 D_real: 0.002 D_fake: 0.029 +(epoch: 95, iters: 25496, time: 0.303, data: 0.019) G_GAN: 7.976 G_L1: 8.459 D_real: 0.001 D_fake: 0.007 +(epoch: 95, iters: 25596, time: 0.301, data: 0.019) G_GAN: 6.239 G_L1: 5.214 D_real: 0.019 D_fake: 0.042 +(epoch: 95, iters: 25696, time: 0.421, data: 0.020) G_GAN: 4.440 G_L1: 3.649 D_real: 0.088 D_fake: 0.248 +(epoch: 95, iters: 25796, time: 0.298, data: 0.018) G_GAN: 4.295 G_L1: 4.194 D_real: 0.381 D_fake: 0.071 +(epoch: 95, iters: 25896, time: 0.303, data: 0.019) G_GAN: 5.987 G_L1: 5.896 D_real: 0.014 D_fake: 0.019 +(epoch: 95, iters: 25996, time: 0.299, data: 0.019) G_GAN: 5.552 G_L1: 3.472 D_real: 0.002 D_fake: 0.083 +(epoch: 95, iters: 26096, time: 0.421, data: 0.020) G_GAN: 5.412 G_L1: 4.744 D_real: 0.144 D_fake: 0.023 +(epoch: 95, iters: 26196, time: 0.300, data: 0.019) G_GAN: 6.608 G_L1: 4.383 D_real: 0.000 D_fake: 0.009 +(epoch: 95, iters: 26296, time: 0.294, data: 0.020) G_GAN: 5.045 G_L1: 3.347 D_real: 0.151 D_fake: 0.045 +(epoch: 95, iters: 26396, time: 0.304, data: 0.018) G_GAN: 4.405 G_L1: 4.030 D_real: 0.001 D_fake: 0.083 +(epoch: 95, iters: 26496, time: 0.569, data: 0.019) G_GAN: 3.774 G_L1: 3.108 D_real: 0.154 D_fake: 0.181 +(epoch: 95, iters: 26596, time: 0.305, data: 0.019) G_GAN: 3.963 G_L1: 4.361 D_real: 0.071 D_fake: 0.134 +(epoch: 95, iters: 26696, time: 0.300, data: 0.019) G_GAN: 6.508 G_L1: 3.810 D_real: 0.001 D_fake: 0.009 +(epoch: 95, iters: 26796, time: 0.300, data: 0.021) G_GAN: 6.440 G_L1: 4.146 D_real: 0.013 D_fake: 0.007 +(epoch: 95, iters: 26896, time: 0.419, data: 0.018) G_GAN: 4.840 G_L1: 2.552 D_real: 0.067 D_fake: 0.223 +(epoch: 95, iters: 26996, time: 0.303, data: 0.021) G_GAN: 8.858 G_L1: 4.385 D_real: 0.016 D_fake: 0.001 +(epoch: 95, iters: 27096, time: 0.294, data: 0.019) G_GAN: 5.208 G_L1: 4.602 D_real: 0.618 D_fake: 0.007 +(epoch: 95, iters: 27196, time: 0.307, data: 0.020) G_GAN: 6.654 G_L1: 3.753 D_real: 0.004 D_fake: 0.009 +(epoch: 95, iters: 27296, time: 0.414, data: 0.020) G_GAN: 5.586 G_L1: 4.925 D_real: 0.463 D_fake: 0.034 +(epoch: 95, iters: 27396, time: 0.301, data: 0.020) G_GAN: 3.497 G_L1: 3.403 D_real: 0.914 D_fake: 0.017 +(epoch: 95, iters: 27496, time: 0.301, data: 0.020) G_GAN: 6.812 G_L1: 3.899 D_real: 0.087 D_fake: 0.004 +(epoch: 95, iters: 27596, time: 0.295, data: 0.019) G_GAN: 6.026 G_L1: 4.460 D_real: 0.005 D_fake: 0.027 +(epoch: 95, iters: 27696, time: 0.407, data: 0.019) G_GAN: 5.212 G_L1: 4.938 D_real: 0.002 D_fake: 0.075 +(epoch: 95, iters: 27796, time: 0.300, data: 0.020) G_GAN: 6.579 G_L1: 4.492 D_real: 0.176 D_fake: 0.012 +(epoch: 95, iters: 27896, time: 0.288, data: 0.021) G_GAN: 4.479 G_L1: 5.194 D_real: 0.203 D_fake: 0.428 +(epoch: 95, iters: 27996, time: 0.301, data: 0.019) G_GAN: 6.115 G_L1: 3.208 D_real: 0.032 D_fake: 0.026 +(epoch: 95, iters: 28096, time: 0.428, data: 0.019) G_GAN: 4.198 G_L1: 3.618 D_real: 0.079 D_fake: 0.078 +(epoch: 95, iters: 28196, time: 0.307, data: 0.021) G_GAN: 4.164 G_L1: 3.939 D_real: 0.168 D_fake: 0.046 +(epoch: 95, iters: 28296, time: 0.298, data: 0.020) G_GAN: 5.190 G_L1: 4.486 D_real: 0.247 D_fake: 0.022 +(epoch: 95, iters: 28396, time: 0.306, data: 0.020) G_GAN: 5.359 G_L1: 6.347 D_real: 0.103 D_fake: 0.097 +(epoch: 95, iters: 28496, time: 0.630, data: 0.019) G_GAN: 4.741 G_L1: 2.887 D_real: 0.199 D_fake: 0.017 +(epoch: 95, iters: 28596, time: 0.300, data: 0.020) G_GAN: 4.306 G_L1: 3.830 D_real: 0.016 D_fake: 0.136 +(epoch: 95, iters: 28696, time: 0.300, data: 0.020) G_GAN: 6.096 G_L1: 6.052 D_real: 0.042 D_fake: 0.010 +(epoch: 95, iters: 28796, time: 0.291, data: 0.019) G_GAN: 4.380 G_L1: 4.475 D_real: 0.006 D_fake: 0.146 +(epoch: 95, iters: 28896, time: 0.415, data: 0.023) G_GAN: 6.212 G_L1: 4.125 D_real: 0.010 D_fake: 0.014 +(epoch: 95, iters: 28996, time: 0.300, data: 0.018) G_GAN: 4.059 G_L1: 4.590 D_real: 0.006 D_fake: 0.083 +(epoch: 95, iters: 29096, time: 0.297, data: 0.019) G_GAN: 4.618 G_L1: 4.389 D_real: 0.009 D_fake: 0.042 +(epoch: 95, iters: 29196, time: 0.300, data: 0.019) G_GAN: 4.642 G_L1: 3.270 D_real: 0.019 D_fake: 0.162 +(epoch: 95, iters: 29296, time: 0.381, data: 0.019) G_GAN: 5.672 G_L1: 3.247 D_real: 0.073 D_fake: 0.018 +(epoch: 95, iters: 29396, time: 0.289, data: 0.018) G_GAN: 5.510 G_L1: 4.136 D_real: 0.007 D_fake: 0.018 +(epoch: 95, iters: 29496, time: 0.290, data: 0.018) G_GAN: 5.410 G_L1: 3.493 D_real: 0.036 D_fake: 0.025 +(epoch: 95, iters: 29596, time: 0.299, data: 0.017) G_GAN: 5.304 G_L1: 3.321 D_real: 0.007 D_fake: 0.014 +(epoch: 95, iters: 29696, time: 0.394, data: 0.019) G_GAN: 4.578 G_L1: 3.023 D_real: 0.479 D_fake: 0.140 +(epoch: 95, iters: 29796, time: 0.294, data: 0.019) G_GAN: 4.952 G_L1: 2.415 D_real: 0.230 D_fake: 0.066 +(epoch: 95, iters: 29896, time: 0.297, data: 0.020) G_GAN: 3.854 G_L1: 3.533 D_real: 0.006 D_fake: 0.098 +(epoch: 95, iters: 29996, time: 0.289, data: 0.018) G_GAN: 3.004 G_L1: 4.143 D_real: 0.003 D_fake: 0.144 +(epoch: 95, iters: 30096, time: 0.417, data: 0.019) G_GAN: 5.474 G_L1: 3.358 D_real: 0.006 D_fake: 0.017 +(epoch: 95, iters: 30196, time: 0.302, data: 0.019) G_GAN: 4.546 G_L1: 2.704 D_real: 0.066 D_fake: 0.066 +(epoch: 95, iters: 30296, time: 0.293, data: 0.020) G_GAN: 5.124 G_L1: 4.266 D_real: 0.000 D_fake: 0.048 +(epoch: 95, iters: 30396, time: 0.298, data: 0.018) G_GAN: 5.816 G_L1: 4.837 D_real: 0.060 D_fake: 0.011 +(epoch: 95, iters: 30496, time: 0.641, data: 0.020) G_GAN: 4.315 G_L1: 4.843 D_real: 0.022 D_fake: 0.067 +(epoch: 95, iters: 30596, time: 0.298, data: 0.020) G_GAN: 5.384 G_L1: 3.541 D_real: 0.003 D_fake: 0.023 +(epoch: 95, iters: 30696, time: 0.302, data: 0.020) G_GAN: 4.814 G_L1: 3.599 D_real: 0.016 D_fake: 0.076 +(epoch: 95, iters: 30796, time: 0.301, data: 0.020) G_GAN: 5.302 G_L1: 4.182 D_real: 0.044 D_fake: 0.046 +(epoch: 95, iters: 30896, time: 0.383, data: 0.020) G_GAN: 7.118 G_L1: 4.397 D_real: 0.025 D_fake: 0.028 +(epoch: 95, iters: 30996, time: 0.303, data: 0.019) G_GAN: 6.519 G_L1: 6.785 D_real: 0.012 D_fake: 0.017 +(epoch: 95, iters: 31096, time: 0.298, data: 0.020) G_GAN: 7.450 G_L1: 3.992 D_real: 0.004 D_fake: 0.006 +(epoch: 95, iters: 31196, time: 0.287, data: 0.018) G_GAN: 2.807 G_L1: 3.540 D_real: 0.124 D_fake: 0.116 +(epoch: 95, iters: 31296, time: 0.411, data: 0.019) G_GAN: 5.730 G_L1: 2.841 D_real: 0.014 D_fake: 0.008 +(epoch: 95, iters: 31396, time: 0.295, data: 0.019) G_GAN: 5.497 G_L1: 3.353 D_real: 0.086 D_fake: 0.017 +(epoch: 95, iters: 31496, time: 0.291, data: 0.019) G_GAN: 6.193 G_L1: 5.061 D_real: 0.008 D_fake: 0.015 +(epoch: 95, iters: 31596, time: 0.302, data: 0.019) G_GAN: 5.222 G_L1: 4.641 D_real: 0.042 D_fake: 0.038 +(epoch: 95, iters: 31696, time: 0.424, data: 0.018) G_GAN: 5.497 G_L1: 5.420 D_real: 0.016 D_fake: 0.021 +(epoch: 95, iters: 31796, time: 0.303, data: 0.018) G_GAN: 6.587 G_L1: 3.387 D_real: 0.069 D_fake: 0.015 +(epoch: 95, iters: 31896, time: 0.303, data: 0.020) G_GAN: 5.364 G_L1: 3.419 D_real: 0.003 D_fake: 0.021 +(epoch: 95, iters: 31996, time: 0.303, data: 0.021) G_GAN: 3.307 G_L1: 3.280 D_real: 0.399 D_fake: 0.117 +(epoch: 95, iters: 32096, time: 0.408, data: 0.019) G_GAN: 5.734 G_L1: 4.252 D_real: 0.015 D_fake: 0.045 +(epoch: 95, iters: 32196, time: 0.292, data: 0.018) G_GAN: 5.110 G_L1: 4.830 D_real: 0.011 D_fake: 0.014 +(epoch: 95, iters: 32296, time: 0.301, data: 0.018) G_GAN: 6.084 G_L1: 4.349 D_real: 0.081 D_fake: 0.010 +(epoch: 95, iters: 32396, time: 0.304, data: 0.018) G_GAN: 4.569 G_L1: 2.758 D_real: 0.026 D_fake: 0.054 +(epoch: 95, iters: 32496, time: 0.633, data: 0.019) G_GAN: 4.663 G_L1: 2.710 D_real: 0.089 D_fake: 0.036 +(epoch: 95, iters: 32596, time: 0.293, data: 0.020) G_GAN: 4.221 G_L1: 2.337 D_real: 0.075 D_fake: 0.050 +(epoch: 95, iters: 32696, time: 0.301, data: 0.018) G_GAN: 5.906 G_L1: 5.700 D_real: 0.089 D_fake: 0.020 +(epoch: 95, iters: 32796, time: 0.294, data: 0.018) G_GAN: 4.336 G_L1: 6.332 D_real: 0.436 D_fake: 0.046 +(epoch: 95, iters: 32896, time: 0.407, data: 0.018) G_GAN: 5.533 G_L1: 3.964 D_real: 0.086 D_fake: 0.020 +(epoch: 95, iters: 32996, time: 0.299, data: 0.019) G_GAN: 3.608 G_L1: 2.799 D_real: 0.201 D_fake: 0.060 +(epoch: 95, iters: 33096, time: 0.292, data: 0.019) G_GAN: 4.059 G_L1: 3.677 D_real: 0.019 D_fake: 0.104 +(epoch: 95, iters: 33196, time: 0.303, data: 0.020) G_GAN: 4.009 G_L1: 2.648 D_real: 0.408 D_fake: 0.043 +(epoch: 95, iters: 33296, time: 0.414, data: 0.019) G_GAN: 4.775 G_L1: 4.266 D_real: 0.000 D_fake: 0.035 +(epoch: 95, iters: 33396, time: 0.299, data: 0.019) G_GAN: 6.312 G_L1: 5.239 D_real: 0.046 D_fake: 0.180 +(epoch: 95, iters: 33496, time: 0.298, data: 0.018) G_GAN: 6.443 G_L1: 5.558 D_real: 0.010 D_fake: 0.009 +(epoch: 95, iters: 33596, time: 0.294, data: 0.021) G_GAN: 5.623 G_L1: 2.795 D_real: 0.101 D_fake: 0.165 +(epoch: 95, iters: 33696, time: 0.415, data: 0.018) G_GAN: 4.806 G_L1: 8.491 D_real: 0.000 D_fake: 0.066 +(epoch: 95, iters: 33796, time: 0.303, data: 0.019) G_GAN: 4.870 G_L1: 4.488 D_real: 0.016 D_fake: 0.092 +(epoch: 95, iters: 33896, time: 0.299, data: 0.021) G_GAN: 4.740 G_L1: 3.427 D_real: 0.049 D_fake: 0.027 +(epoch: 95, iters: 33996, time: 0.304, data: 0.021) G_GAN: 2.767 G_L1: 2.720 D_real: 0.100 D_fake: 0.366 +(epoch: 95, iters: 34096, time: 0.387, data: 0.020) G_GAN: 4.446 G_L1: 3.404 D_real: 0.142 D_fake: 0.182 +(epoch: 95, iters: 34196, time: 0.301, data: 0.019) G_GAN: 5.529 G_L1: 3.338 D_real: 0.043 D_fake: 0.049 +(epoch: 95, iters: 34296, time: 0.297, data: 0.020) G_GAN: 4.480 G_L1: 3.347 D_real: 0.004 D_fake: 0.069 +(epoch: 95, iters: 34396, time: 0.300, data: 0.019) G_GAN: 4.611 G_L1: 3.215 D_real: 0.101 D_fake: 0.044 +(epoch: 95, iters: 34496, time: 0.648, data: 0.020) G_GAN: 5.092 G_L1: 6.379 D_real: 0.018 D_fake: 0.090 +(epoch: 95, iters: 34596, time: 0.303, data: 0.019) G_GAN: 4.238 G_L1: 4.303 D_real: 0.158 D_fake: 0.046 +(epoch: 95, iters: 34696, time: 0.298, data: 0.019) G_GAN: 5.811 G_L1: 4.779 D_real: 0.139 D_fake: 0.020 +(epoch: 95, iters: 34796, time: 0.300, data: 0.020) G_GAN: 6.010 G_L1: 6.401 D_real: 0.113 D_fake: 0.015 +(epoch: 95, iters: 34896, time: 0.389, data: 0.019) G_GAN: 6.024 G_L1: 2.919 D_real: 0.022 D_fake: 0.014 +(epoch: 95, iters: 34996, time: 0.301, data: 0.019) G_GAN: 5.304 G_L1: 3.879 D_real: 0.016 D_fake: 0.029 +(epoch: 95, iters: 35096, time: 0.292, data: 0.020) G_GAN: 6.604 G_L1: 6.230 D_real: 0.004 D_fake: 0.013 +(epoch: 95, iters: 35196, time: 0.303, data: 0.019) G_GAN: 5.205 G_L1: 3.887 D_real: 0.018 D_fake: 0.036 +(epoch: 95, iters: 35296, time: 0.424, data: 0.020) G_GAN: 6.235 G_L1: 4.098 D_real: 0.011 D_fake: 0.025 +(epoch: 95, iters: 35396, time: 0.302, data: 0.026) G_GAN: 4.176 G_L1: 3.774 D_real: 0.126 D_fake: 0.071 +(epoch: 95, iters: 35496, time: 0.301, data: 0.020) G_GAN: 7.396 G_L1: 7.686 D_real: 0.034 D_fake: 0.004 +(epoch: 95, iters: 35596, time: 0.296, data: 0.019) G_GAN: 5.115 G_L1: 4.724 D_real: 0.089 D_fake: 0.025 +(epoch: 95, iters: 35696, time: 0.382, data: 0.019) G_GAN: 5.149 G_L1: 4.091 D_real: 0.079 D_fake: 0.066 +(epoch: 95, iters: 35796, time: 0.303, data: 0.020) G_GAN: 4.802 G_L1: 2.471 D_real: 0.054 D_fake: 0.090 +(epoch: 95, iters: 35896, time: 0.307, data: 0.020) G_GAN: 4.232 G_L1: 3.259 D_real: 0.105 D_fake: 0.053 +(epoch: 95, iters: 35996, time: 0.300, data: 0.019) G_GAN: 4.086 G_L1: 2.558 D_real: 0.020 D_fake: 0.296 +(epoch: 95, iters: 36096, time: 0.421, data: 0.021) G_GAN: 4.368 G_L1: 2.938 D_real: 0.663 D_fake: 0.029 +(epoch: 95, iters: 36196, time: 0.293, data: 0.018) G_GAN: 3.933 G_L1: 4.597 D_real: 0.017 D_fake: 0.080 +(epoch: 95, iters: 36296, time: 0.295, data: 0.019) G_GAN: 6.556 G_L1: 2.994 D_real: 0.001 D_fake: 0.024 +(epoch: 95, iters: 36396, time: 0.303, data: 0.019) G_GAN: 4.758 G_L1: 4.406 D_real: 0.109 D_fake: 0.072 +(epoch: 95, iters: 36496, time: 0.584, data: 0.019) G_GAN: 5.592 G_L1: 3.486 D_real: 0.101 D_fake: 0.041 +(epoch: 95, iters: 36596, time: 0.300, data: 0.019) G_GAN: 6.056 G_L1: 3.295 D_real: 0.122 D_fake: 0.040 +(epoch: 95, iters: 36696, time: 0.288, data: 0.022) G_GAN: 6.532 G_L1: 4.002 D_real: 0.029 D_fake: 0.007 +(epoch: 95, iters: 36796, time: 0.304, data: 0.018) G_GAN: 4.382 G_L1: 3.472 D_real: 0.437 D_fake: 0.020 +(epoch: 95, iters: 36896, time: 0.396, data: 0.020) G_GAN: 5.292 G_L1: 3.830 D_real: 0.014 D_fake: 0.214 +(epoch: 95, iters: 36996, time: 0.297, data: 0.018) G_GAN: 5.421 G_L1: 3.929 D_real: 0.008 D_fake: 0.016 +(epoch: 95, iters: 37096, time: 0.301, data: 0.019) G_GAN: 4.645 G_L1: 3.590 D_real: 0.255 D_fake: 0.033 +(epoch: 95, iters: 37196, time: 0.295, data: 0.020) G_GAN: 5.333 G_L1: 8.225 D_real: 0.004 D_fake: 0.022 +(epoch: 95, iters: 37296, time: 0.417, data: 0.022) G_GAN: 4.717 G_L1: 3.843 D_real: 0.082 D_fake: 0.079 +(epoch: 95, iters: 37396, time: 0.302, data: 0.022) G_GAN: 5.660 G_L1: 3.475 D_real: 0.064 D_fake: 0.009 +(epoch: 95, iters: 37496, time: 0.301, data: 0.021) G_GAN: 5.557 G_L1: 4.991 D_real: 0.113 D_fake: 0.015 +(epoch: 95, iters: 37596, time: 0.302, data: 0.020) G_GAN: 6.350 G_L1: 3.779 D_real: 0.022 D_fake: 0.020 +(epoch: 95, iters: 37696, time: 0.392, data: 0.020) G_GAN: 6.136 G_L1: 2.810 D_real: 0.034 D_fake: 0.039 +(epoch: 95, iters: 37796, time: 0.294, data: 0.021) G_GAN: 5.233 G_L1: 3.784 D_real: 0.005 D_fake: 0.015 +(epoch: 95, iters: 37896, time: 0.302, data: 0.019) G_GAN: 5.464 G_L1: 4.438 D_real: 0.229 D_fake: 0.030 +(epoch: 95, iters: 37996, time: 0.302, data: 0.019) G_GAN: 5.310 G_L1: 3.501 D_real: 0.058 D_fake: 0.143 +(epoch: 95, iters: 38096, time: 0.415, data: 0.019) G_GAN: 4.650 G_L1: 3.634 D_real: 0.035 D_fake: 0.032 +(epoch: 95, iters: 38196, time: 0.304, data: 0.020) G_GAN: 6.536 G_L1: 3.956 D_real: 0.020 D_fake: 0.467 +(epoch: 95, iters: 38296, time: 0.306, data: 0.019) G_GAN: 7.152 G_L1: 4.197 D_real: 0.012 D_fake: 0.028 +(epoch: 95, iters: 38396, time: 0.302, data: 0.021) G_GAN: 5.848 G_L1: 7.233 D_real: 0.001 D_fake: 0.024 +(epoch: 95, iters: 38496, time: 0.592, data: 0.019) G_GAN: 4.074 G_L1: 2.144 D_real: 0.046 D_fake: 0.089 +(epoch: 95, iters: 38596, time: 0.297, data: 0.020) G_GAN: 5.070 G_L1: 3.259 D_real: 0.011 D_fake: 0.043 +(epoch: 95, iters: 38696, time: 0.306, data: 0.022) G_GAN: 6.477 G_L1: 3.533 D_real: 0.071 D_fake: 0.054 +(epoch: 95, iters: 38796, time: 0.288, data: 0.019) G_GAN: 5.524 G_L1: 3.802 D_real: 0.018 D_fake: 0.039 +(epoch: 95, iters: 38896, time: 0.431, data: 0.019) G_GAN: 4.811 G_L1: 3.281 D_real: 0.130 D_fake: 0.038 +(epoch: 95, iters: 38996, time: 0.297, data: 0.018) G_GAN: 6.975 G_L1: 3.710 D_real: 0.377 D_fake: 0.003 +(epoch: 95, iters: 39096, time: 0.296, data: 0.019) G_GAN: 5.977 G_L1: 4.026 D_real: 0.006 D_fake: 0.022 +(epoch: 95, iters: 39196, time: 0.291, data: 0.019) G_GAN: 5.639 G_L1: 3.295 D_real: 0.017 D_fake: 0.121 +(epoch: 95, iters: 39296, time: 0.421, data: 0.018) G_GAN: 5.445 G_L1: 2.534 D_real: 0.121 D_fake: 0.167 +(epoch: 95, iters: 39396, time: 0.292, data: 0.023) G_GAN: 5.900 G_L1: 5.379 D_real: 0.200 D_fake: 0.118 +(epoch: 95, iters: 39496, time: 0.290, data: 0.021) G_GAN: 6.374 G_L1: 3.455 D_real: 0.445 D_fake: 0.002 +(epoch: 95, iters: 39596, time: 0.308, data: 0.020) G_GAN: 6.006 G_L1: 3.488 D_real: 0.426 D_fake: 0.003 +(epoch: 95, iters: 39696, time: 0.384, data: 0.020) G_GAN: 5.560 G_L1: 2.748 D_real: 0.078 D_fake: 0.027 +(epoch: 95, iters: 39796, time: 0.294, data: 0.018) G_GAN: 4.853 G_L1: 3.581 D_real: 0.152 D_fake: 0.025 +(epoch: 95, iters: 39896, time: 0.295, data: 0.019) G_GAN: 4.822 G_L1: 3.225 D_real: 0.001 D_fake: 0.037 +(epoch: 95, iters: 39996, time: 0.296, data: 0.019) G_GAN: 4.285 G_L1: 2.387 D_real: 0.389 D_fake: 0.034 +(epoch: 95, iters: 40096, time: 0.418, data: 0.022) G_GAN: 6.106 G_L1: 3.845 D_real: 0.120 D_fake: 0.119 +(epoch: 95, iters: 40196, time: 0.291, data: 0.020) G_GAN: 4.328 G_L1: 3.446 D_real: 0.213 D_fake: 0.046 +(epoch: 95, iters: 40296, time: 0.303, data: 0.019) G_GAN: 3.887 G_L1: 5.323 D_real: 0.479 D_fake: 0.138 +(epoch: 95, iters: 40396, time: 0.289, data: 0.019) G_GAN: 5.301 G_L1: 5.413 D_real: 0.246 D_fake: 0.128 +(epoch: 95, iters: 40496, time: 0.623, data: 0.018) G_GAN: 6.869 G_L1: 2.756 D_real: 0.010 D_fake: 0.006 +(epoch: 95, iters: 40596, time: 0.299, data: 0.019) G_GAN: 6.113 G_L1: 4.121 D_real: 0.036 D_fake: 0.019 +(epoch: 95, iters: 40696, time: 0.290, data: 0.020) G_GAN: 6.704 G_L1: 6.236 D_real: 0.042 D_fake: 0.024 +(epoch: 95, iters: 40796, time: 0.292, data: 0.019) G_GAN: 7.082 G_L1: 3.876 D_real: 0.002 D_fake: 0.258 +(epoch: 95, iters: 40896, time: 0.398, data: 0.019) G_GAN: 5.371 G_L1: 3.404 D_real: 0.012 D_fake: 0.044 +(epoch: 95, iters: 40996, time: 0.297, data: 0.019) G_GAN: 3.904 G_L1: 4.031 D_real: 0.003 D_fake: 0.134 +(epoch: 95, iters: 41096, time: 0.297, data: 0.019) G_GAN: 3.800 G_L1: 2.855 D_real: 0.011 D_fake: 0.129 +(epoch: 95, iters: 41196, time: 0.296, data: 0.020) G_GAN: 7.786 G_L1: 4.621 D_real: 0.035 D_fake: 0.188 +(epoch: 95, iters: 41296, time: 0.395, data: 0.020) G_GAN: 3.978 G_L1: 2.671 D_real: 0.350 D_fake: 0.046 +(epoch: 95, iters: 41396, time: 0.283, data: 0.018) G_GAN: 5.078 G_L1: 4.610 D_real: 0.097 D_fake: 0.095 +(epoch: 95, iters: 41496, time: 0.292, data: 0.018) G_GAN: 4.980 G_L1: 5.071 D_real: 0.001 D_fake: 0.481 +(epoch: 95, iters: 41596, time: 0.289, data: 0.019) G_GAN: 5.634 G_L1: 3.268 D_real: 0.096 D_fake: 0.020 +(epoch: 95, iters: 41696, time: 0.411, data: 0.018) G_GAN: 4.171 G_L1: 3.248 D_real: 0.001 D_fake: 0.055 +(epoch: 95, iters: 41796, time: 0.302, data: 0.019) G_GAN: 3.637 G_L1: 5.015 D_real: 0.397 D_fake: 0.117 +(epoch: 95, iters: 41896, time: 0.302, data: 0.021) G_GAN: 4.725 G_L1: 4.406 D_real: 0.003 D_fake: 0.031 +(epoch: 95, iters: 41996, time: 0.291, data: 0.020) G_GAN: 5.088 G_L1: 4.537 D_real: 0.001 D_fake: 0.029 +(epoch: 95, iters: 42096, time: 0.366, data: 0.019) G_GAN: 5.030 G_L1: 3.548 D_real: 0.069 D_fake: 0.054 +(epoch: 95, iters: 42196, time: 0.295, data: 0.017) G_GAN: 6.563 G_L1: 4.114 D_real: 0.016 D_fake: 0.018 +(epoch: 95, iters: 42296, time: 0.297, data: 0.019) G_GAN: 5.797 G_L1: 3.834 D_real: 0.149 D_fake: 0.023 +(epoch: 95, iters: 42396, time: 0.291, data: 0.019) G_GAN: 4.863 G_L1: 3.562 D_real: 0.107 D_fake: 0.025 +(epoch: 95, iters: 42496, time: 0.568, data: 0.017) G_GAN: 5.505 G_L1: 2.858 D_real: 0.285 D_fake: 0.012 +(epoch: 95, iters: 42596, time: 0.302, data: 0.020) G_GAN: 5.131 G_L1: 4.192 D_real: 0.080 D_fake: 0.014 +(epoch: 95, iters: 42696, time: 0.291, data: 0.020) G_GAN: 4.681 G_L1: 6.395 D_real: 0.013 D_fake: 0.061 +(epoch: 95, iters: 42796, time: 0.304, data: 0.019) G_GAN: 5.334 G_L1: 3.104 D_real: 0.000 D_fake: 0.045 +(epoch: 95, iters: 42896, time: 0.412, data: 0.021) G_GAN: 6.454 G_L1: 4.920 D_real: 0.013 D_fake: 0.225 +(epoch: 95, iters: 42996, time: 0.301, data: 0.018) G_GAN: 5.929 G_L1: 5.133 D_real: 0.092 D_fake: 0.008 +(epoch: 95, iters: 43096, time: 0.295, data: 0.018) G_GAN: 7.754 G_L1: 3.637 D_real: 0.001 D_fake: 0.019 +(epoch: 95, iters: 43196, time: 0.292, data: 0.019) G_GAN: 3.641 G_L1: 3.675 D_real: 0.000 D_fake: 0.100 +(epoch: 95, iters: 43296, time: 0.417, data: 0.020) G_GAN: 5.532 G_L1: 4.230 D_real: 0.050 D_fake: 0.011 +(epoch: 95, iters: 43396, time: 0.292, data: 0.021) G_GAN: 3.615 G_L1: 3.064 D_real: 0.031 D_fake: 0.048 +(epoch: 95, iters: 43496, time: 0.295, data: 0.020) G_GAN: 7.263 G_L1: 4.721 D_real: 0.150 D_fake: 0.014 +(epoch: 95, iters: 43596, time: 0.295, data: 0.019) G_GAN: 5.460 G_L1: 4.772 D_real: 0.131 D_fake: 0.031 +(epoch: 95, iters: 43696, time: 0.381, data: 0.022) G_GAN: 4.727 G_L1: 2.841 D_real: 0.071 D_fake: 0.035 +(epoch: 95, iters: 43796, time: 0.294, data: 0.020) G_GAN: 5.410 G_L1: 4.642 D_real: 0.021 D_fake: 0.148 +(epoch: 95, iters: 43896, time: 0.303, data: 0.018) G_GAN: 5.350 G_L1: 4.373 D_real: 0.080 D_fake: 0.040 +(epoch: 95, iters: 43996, time: 0.301, data: 0.019) G_GAN: 5.695 G_L1: 3.657 D_real: 0.000 D_fake: 0.043 +(epoch: 95, iters: 44096, time: 0.409, data: 0.019) G_GAN: 6.611 G_L1: 4.453 D_real: 0.109 D_fake: 0.006 +(epoch: 95, iters: 44196, time: 0.296, data: 0.017) G_GAN: 5.597 G_L1: 2.335 D_real: 0.017 D_fake: 0.034 +(epoch: 95, iters: 44296, time: 0.286, data: 0.018) G_GAN: 6.378 G_L1: 6.085 D_real: 0.023 D_fake: 0.056 +(epoch: 95, iters: 44396, time: 0.287, data: 0.017) G_GAN: 6.393 G_L1: 6.046 D_real: 0.188 D_fake: 0.009 +(epoch: 95, iters: 44496, time: 0.570, data: 0.019) G_GAN: 4.473 G_L1: 3.627 D_real: 0.003 D_fake: 0.037 +(epoch: 95, iters: 44596, time: 0.296, data: 0.019) G_GAN: 6.893 G_L1: 3.365 D_real: 0.004 D_fake: 0.012 +(epoch: 95, iters: 44696, time: 0.301, data: 0.020) G_GAN: 6.098 G_L1: 3.404 D_real: 0.082 D_fake: 0.032 +(epoch: 95, iters: 44796, time: 0.289, data: 0.020) G_GAN: 7.661 G_L1: 4.914 D_real: 0.051 D_fake: 0.002 +(epoch: 95, iters: 44896, time: 0.413, data: 0.017) G_GAN: 4.096 G_L1: 3.186 D_real: 0.032 D_fake: 0.082 +(epoch: 95, iters: 44996, time: 0.300, data: 0.019) G_GAN: 6.965 G_L1: 4.432 D_real: 0.096 D_fake: 0.020 +(epoch: 95, iters: 45096, time: 0.294, data: 0.019) G_GAN: 3.715 G_L1: 2.192 D_real: 0.005 D_fake: 0.158 +(epoch: 95, iters: 45196, time: 0.292, data: 0.020) G_GAN: 5.217 G_L1: 6.223 D_real: 0.005 D_fake: 0.075 +(epoch: 95, iters: 45296, time: 0.408, data: 0.017) G_GAN: 5.056 G_L1: 2.910 D_real: 0.059 D_fake: 0.018 +(epoch: 95, iters: 45396, time: 0.294, data: 0.016) G_GAN: 4.588 G_L1: 3.050 D_real: 0.052 D_fake: 0.081 +(epoch: 95, iters: 45496, time: 0.293, data: 0.019) G_GAN: 4.356 G_L1: 4.353 D_real: 0.012 D_fake: 0.155 +(epoch: 95, iters: 45596, time: 0.304, data: 0.019) G_GAN: 6.558 G_L1: 4.282 D_real: 0.033 D_fake: 0.029 +(epoch: 95, iters: 45696, time: 0.415, data: 0.021) G_GAN: 5.407 G_L1: 3.044 D_real: 0.012 D_fake: 0.042 +(epoch: 95, iters: 45796, time: 0.298, data: 0.020) G_GAN: 6.051 G_L1: 3.693 D_real: 0.280 D_fake: 0.005 +(epoch: 95, iters: 45896, time: 0.303, data: 0.021) G_GAN: 4.751 G_L1: 2.904 D_real: 0.013 D_fake: 0.111 +(epoch: 95, iters: 45996, time: 0.288, data: 0.019) G_GAN: 6.401 G_L1: 5.103 D_real: 0.151 D_fake: 0.034 +(epoch: 95, iters: 46096, time: 0.417, data: 0.019) G_GAN: 3.651 G_L1: 3.481 D_real: 0.284 D_fake: 0.085 +(epoch: 95, iters: 46196, time: 0.303, data: 0.019) G_GAN: 6.108 G_L1: 5.859 D_real: 0.000 D_fake: 0.022 +(epoch: 95, iters: 46296, time: 0.303, data: 0.023) G_GAN: 4.186 G_L1: 4.006 D_real: 0.007 D_fake: 0.083 +(epoch: 95, iters: 46396, time: 0.305, data: 0.019) G_GAN: 4.425 G_L1: 2.991 D_real: 0.015 D_fake: 0.041 +(epoch: 95, iters: 46496, time: 0.619, data: 0.019) G_GAN: 4.260 G_L1: 3.138 D_real: 0.033 D_fake: 0.051 +(epoch: 95, iters: 46596, time: 0.302, data: 0.019) G_GAN: 6.057 G_L1: 6.515 D_real: 0.008 D_fake: 0.102 +(epoch: 95, iters: 46696, time: 0.302, data: 0.022) G_GAN: 5.077 G_L1: 2.951 D_real: 0.022 D_fake: 0.079 +(epoch: 95, iters: 46796, time: 0.306, data: 0.020) G_GAN: 3.721 G_L1: 3.157 D_real: 0.293 D_fake: 0.036 +(epoch: 95, iters: 46896, time: 0.410, data: 0.019) G_GAN: 4.564 G_L1: 3.781 D_real: 0.007 D_fake: 0.076 +(epoch: 95, iters: 46996, time: 0.298, data: 0.019) G_GAN: 5.223 G_L1: 4.239 D_real: 0.029 D_fake: 0.046 +(epoch: 95, iters: 47096, time: 0.295, data: 0.018) G_GAN: 4.983 G_L1: 4.413 D_real: 0.498 D_fake: 0.038 +(epoch: 95, iters: 47196, time: 0.296, data: 0.021) G_GAN: 5.704 G_L1: 5.903 D_real: 0.023 D_fake: 0.080 +(epoch: 95, iters: 47296, time: 0.413, data: 0.019) G_GAN: 4.893 G_L1: 3.759 D_real: 0.009 D_fake: 0.072 +(epoch: 95, iters: 47396, time: 0.292, data: 0.020) G_GAN: 4.889 G_L1: 2.656 D_real: 0.113 D_fake: 0.221 +(epoch: 95, iters: 47496, time: 0.298, data: 0.018) G_GAN: 6.599 G_L1: 3.461 D_real: 0.048 D_fake: 0.007 +(epoch: 95, iters: 47596, time: 0.300, data: 0.020) G_GAN: 5.412 G_L1: 5.704 D_real: 0.001 D_fake: 0.658 +(epoch: 95, iters: 47696, time: 0.384, data: 0.028) G_GAN: 4.218 G_L1: 10.747 D_real: 0.041 D_fake: 0.085 +(epoch: 95, iters: 47796, time: 0.303, data: 0.019) G_GAN: 4.306 G_L1: 4.506 D_real: 0.015 D_fake: 0.136 +(epoch: 95, iters: 47896, time: 0.295, data: 0.019) G_GAN: 6.220 G_L1: 3.677 D_real: 0.005 D_fake: 0.011 +(epoch: 95, iters: 47996, time: 0.300, data: 0.020) G_GAN: 4.462 G_L1: 5.648 D_real: 0.002 D_fake: 0.057 +(epoch: 95, iters: 48096, time: 0.426, data: 0.020) G_GAN: 4.727 G_L1: 4.625 D_real: 0.005 D_fake: 0.066 +(epoch: 95, iters: 48196, time: 0.298, data: 0.020) G_GAN: 5.834 G_L1: 7.186 D_real: 0.009 D_fake: 0.029 +(epoch: 95, iters: 48296, time: 0.303, data: 0.019) G_GAN: 5.542 G_L1: 4.161 D_real: 0.016 D_fake: 0.020 +(epoch: 95, iters: 48396, time: 0.297, data: 0.020) G_GAN: 5.227 G_L1: 3.542 D_real: 0.181 D_fake: 0.014 +(epoch: 95, iters: 48496, time: 0.639, data: 0.019) G_GAN: 6.295 G_L1: 4.459 D_real: 0.054 D_fake: 0.019 +(epoch: 95, iters: 48596, time: 0.292, data: 0.020) G_GAN: 5.207 G_L1: 4.606 D_real: 0.004 D_fake: 0.035 +(epoch: 95, iters: 48696, time: 0.279, data: 0.017) G_GAN: 4.646 G_L1: 3.670 D_real: 0.011 D_fake: 0.026 +(epoch: 95, iters: 48796, time: 0.281, data: 0.016) G_GAN: 4.092 G_L1: 5.414 D_real: 0.020 D_fake: 0.287 +(epoch: 95, iters: 48896, time: 0.376, data: 0.018) G_GAN: 7.299 G_L1: 2.826 D_real: 0.237 D_fake: 0.009 +(epoch: 95, iters: 48996, time: 0.292, data: 0.015) G_GAN: 5.595 G_L1: 4.179 D_real: 0.457 D_fake: 0.012 +(epoch: 95, iters: 49096, time: 0.281, data: 0.017) G_GAN: 5.630 G_L1: 2.994 D_real: 0.013 D_fake: 0.154 +(epoch: 95, iters: 49196, time: 0.291, data: 0.018) G_GAN: 5.133 G_L1: 2.293 D_real: 0.257 D_fake: 0.016 +(epoch: 95, iters: 49296, time: 0.402, data: 0.016) G_GAN: 7.324 G_L1: 4.296 D_real: 0.025 D_fake: 0.006 +(epoch: 95, iters: 49396, time: 0.281, data: 0.019) G_GAN: 4.006 G_L1: 4.997 D_real: 0.150 D_fake: 0.330 +(epoch: 95, iters: 49496, time: 0.284, data: 0.016) G_GAN: 6.700 G_L1: 7.874 D_real: 0.074 D_fake: 0.009 +(epoch: 95, iters: 49596, time: 0.277, data: 0.016) G_GAN: 5.093 G_L1: 3.853 D_real: 0.104 D_fake: 0.038 +(epoch: 95, iters: 49696, time: 0.392, data: 0.016) G_GAN: 5.098 G_L1: 5.121 D_real: 0.113 D_fake: 0.027 +(epoch: 95, iters: 49796, time: 0.268, data: 0.014) G_GAN: 6.137 G_L1: 7.038 D_real: 0.000 D_fake: 0.007 +(epoch: 95, iters: 49896, time: 0.295, data: 0.016) G_GAN: 3.983 G_L1: 3.378 D_real: 0.178 D_fake: 0.040 +(epoch: 95, iters: 49996, time: 0.289, data: 0.017) G_GAN: 5.388 G_L1: 4.302 D_real: 0.002 D_fake: 0.034 +(epoch: 95, iters: 50096, time: 0.374, data: 0.018) G_GAN: 5.908 G_L1: 7.133 D_real: 0.001 D_fake: 0.034 +(epoch: 95, iters: 50196, time: 0.266, data: 0.020) G_GAN: 3.983 G_L1: 3.508 D_real: 0.062 D_fake: 0.106 +(epoch: 95, iters: 50296, time: 0.284, data: 0.017) G_GAN: 4.869 G_L1: 5.717 D_real: 0.003 D_fake: 0.031 +(epoch: 95, iters: 50396, time: 0.288, data: 0.018) G_GAN: 3.768 G_L1: 2.619 D_real: 0.007 D_fake: 0.125 +(epoch: 95, iters: 50496, time: 0.589, data: 0.018) G_GAN: 5.429 G_L1: 3.958 D_real: 0.000 D_fake: 0.045 +(epoch: 95, iters: 50596, time: 0.268, data: 0.017) G_GAN: 5.894 G_L1: 3.773 D_real: 0.005 D_fake: 0.105 +(epoch: 95, iters: 50696, time: 0.276, data: 0.015) G_GAN: 5.196 G_L1: 3.752 D_real: 0.188 D_fake: 0.135 +(epoch: 95, iters: 50796, time: 0.277, data: 0.016) G_GAN: 6.169 G_L1: 5.100 D_real: 0.012 D_fake: 0.036 +(epoch: 95, iters: 50896, time: 0.405, data: 0.018) G_GAN: 6.833 G_L1: 4.863 D_real: 0.007 D_fake: 0.009 +(epoch: 95, iters: 50996, time: 0.273, data: 0.017) G_GAN: 5.597 G_L1: 4.617 D_real: 0.101 D_fake: 0.018 +(epoch: 95, iters: 51096, time: 0.274, data: 0.015) G_GAN: 7.100 G_L1: 2.384 D_real: 0.037 D_fake: 0.090 +(epoch: 95, iters: 51196, time: 0.283, data: 0.018) G_GAN: 5.896 G_L1: 3.189 D_real: 0.000 D_fake: 0.039 +(epoch: 95, iters: 51296, time: 0.400, data: 0.018) G_GAN: 4.949 G_L1: 5.117 D_real: 0.014 D_fake: 0.038 +(epoch: 95, iters: 51396, time: 0.281, data: 0.017) G_GAN: 6.394 G_L1: 5.377 D_real: 0.045 D_fake: 0.019 +(epoch: 95, iters: 51496, time: 0.256, data: 0.020) G_GAN: 5.488 G_L1: 4.875 D_real: 0.004 D_fake: 0.085 +(epoch: 95, iters: 51596, time: 0.250, data: 0.014) G_GAN: 3.975 G_L1: 4.414 D_real: 0.002 D_fake: 0.077 +(epoch: 95, iters: 51696, time: 0.408, data: 0.013) G_GAN: 6.093 G_L1: 6.867 D_real: 0.002 D_fake: 0.094 +(epoch: 95, iters: 51796, time: 0.280, data: 0.018) G_GAN: 4.459 G_L1: 5.086 D_real: 0.223 D_fake: 0.077 +(epoch: 95, iters: 51896, time: 0.286, data: 0.016) G_GAN: 4.902 G_L1: 3.557 D_real: 0.000 D_fake: 0.070 +(epoch: 95, iters: 51996, time: 0.289, data: 0.017) G_GAN: 5.181 G_L1: 3.464 D_real: 0.023 D_fake: 0.015 +(epoch: 95, iters: 52096, time: 0.400, data: 0.018) G_GAN: 6.094 G_L1: 4.354 D_real: 0.001 D_fake: 0.020 +(epoch: 95, iters: 52196, time: 0.278, data: 0.017) G_GAN: 5.285 G_L1: 2.141 D_real: 0.044 D_fake: 0.105 +(epoch: 95, iters: 52296, time: 0.285, data: 0.016) G_GAN: 7.083 G_L1: 3.658 D_real: 0.015 D_fake: 0.004 +(epoch: 95, iters: 52396, time: 0.282, data: 0.016) G_GAN: 7.872 G_L1: 3.593 D_real: 0.032 D_fake: 0.003 +(epoch: 95, iters: 52496, time: 0.634, data: 0.018) G_GAN: 5.544 G_L1: 3.825 D_real: 0.005 D_fake: 0.039 +(epoch: 95, iters: 52596, time: 0.277, data: 0.015) G_GAN: 4.299 G_L1: 3.663 D_real: 0.447 D_fake: 0.033 +(epoch: 95, iters: 52696, time: 0.290, data: 0.015) G_GAN: 5.186 G_L1: 5.597 D_real: 0.338 D_fake: 0.014 +(epoch: 95, iters: 52796, time: 0.297, data: 0.019) G_GAN: 7.220 G_L1: 5.292 D_real: 0.009 D_fake: 0.011 +(epoch: 95, iters: 52896, time: 0.373, data: 0.019) G_GAN: 6.067 G_L1: 3.065 D_real: 0.005 D_fake: 0.023 +(epoch: 95, iters: 52996, time: 0.276, data: 0.018) G_GAN: 4.551 G_L1: 3.070 D_real: 0.631 D_fake: 0.050 +(epoch: 95, iters: 53096, time: 0.296, data: 0.017) G_GAN: 5.803 G_L1: 4.872 D_real: 0.006 D_fake: 0.021 +(epoch: 95, iters: 53196, time: 0.279, data: 0.020) G_GAN: 5.092 G_L1: 3.945 D_real: 0.179 D_fake: 0.050 +(epoch: 95, iters: 53296, time: 0.379, data: 0.016) G_GAN: 4.753 G_L1: 2.363 D_real: 0.021 D_fake: 0.024 +(epoch: 95, iters: 53396, time: 0.261, data: 0.018) G_GAN: 4.804 G_L1: 3.077 D_real: 0.144 D_fake: 0.025 +(epoch: 95, iters: 53496, time: 0.296, data: 0.015) G_GAN: 4.969 G_L1: 3.888 D_real: 0.048 D_fake: 0.219 +(epoch: 95, iters: 53596, time: 0.295, data: 0.019) G_GAN: 7.218 G_L1: 6.311 D_real: 0.010 D_fake: 0.010 +(epoch: 95, iters: 53696, time: 0.375, data: 0.019) G_GAN: 4.627 G_L1: 4.529 D_real: 0.035 D_fake: 0.052 +(epoch: 95, iters: 53796, time: 0.287, data: 0.018) G_GAN: 6.314 G_L1: 6.675 D_real: 0.014 D_fake: 0.026 +(epoch: 95, iters: 53896, time: 0.297, data: 0.018) G_GAN: 5.078 G_L1: 5.671 D_real: 0.022 D_fake: 0.117 +(epoch: 95, iters: 53996, time: 0.296, data: 0.018) G_GAN: 5.600 G_L1: 4.598 D_real: 0.001 D_fake: 0.028 +(epoch: 95, iters: 54096, time: 0.406, data: 0.019) G_GAN: 3.033 G_L1: 8.410 D_real: 0.327 D_fake: 0.116 +(epoch: 95, iters: 54196, time: 0.301, data: 0.019) G_GAN: 4.943 G_L1: 4.037 D_real: 0.012 D_fake: 0.059 +(epoch: 95, iters: 54296, time: 0.287, data: 0.019) G_GAN: 5.007 G_L1: 3.809 D_real: 0.014 D_fake: 0.035 +(epoch: 95, iters: 54396, time: 0.301, data: 0.019) G_GAN: 4.973 G_L1: 3.105 D_real: 0.034 D_fake: 0.043 +(epoch: 95, iters: 54496, time: 0.663, data: 0.022) G_GAN: 4.592 G_L1: 4.366 D_real: 0.017 D_fake: 0.076 +(epoch: 95, iters: 54596, time: 0.293, data: 0.018) G_GAN: 4.479 G_L1: 3.551 D_real: 0.308 D_fake: 0.032 +(epoch: 95, iters: 54696, time: 0.304, data: 0.019) G_GAN: 5.100 G_L1: 2.898 D_real: 0.060 D_fake: 0.067 +(epoch: 95, iters: 54796, time: 0.301, data: 0.020) G_GAN: 5.295 G_L1: 3.332 D_real: 0.082 D_fake: 0.009 +(epoch: 95, iters: 54896, time: 0.416, data: 0.019) G_GAN: 5.978 G_L1: 5.632 D_real: 0.095 D_fake: 0.010 +(epoch: 95, iters: 54996, time: 0.305, data: 0.018) G_GAN: 3.606 G_L1: 3.317 D_real: 0.063 D_fake: 0.103 +(epoch: 95, iters: 55096, time: 0.288, data: 0.020) G_GAN: 6.872 G_L1: 5.872 D_real: 0.239 D_fake: 0.008 +(epoch: 95, iters: 55196, time: 0.303, data: 0.018) G_GAN: 7.453 G_L1: 5.021 D_real: 0.027 D_fake: 0.004 +(epoch: 95, iters: 55296, time: 0.424, data: 0.020) G_GAN: 4.489 G_L1: 4.780 D_real: 0.068 D_fake: 0.073 +(epoch: 95, iters: 55396, time: 0.296, data: 0.022) G_GAN: 6.215 G_L1: 4.694 D_real: 0.014 D_fake: 0.087 +(epoch: 95, iters: 55496, time: 0.295, data: 0.020) G_GAN: 6.885 G_L1: 5.045 D_real: 0.046 D_fake: 0.012 +(epoch: 95, iters: 55596, time: 0.283, data: 0.022) G_GAN: 5.169 G_L1: 3.574 D_real: 0.025 D_fake: 0.172 +(epoch: 95, iters: 55696, time: 0.423, data: 0.017) G_GAN: 6.006 G_L1: 5.419 D_real: 0.003 D_fake: 0.032 +(epoch: 95, iters: 55796, time: 0.304, data: 0.019) G_GAN: 5.446 G_L1: 3.709 D_real: 0.683 D_fake: 0.042 +(epoch: 95, iters: 55896, time: 0.296, data: 0.021) G_GAN: 6.154 G_L1: 7.734 D_real: 0.122 D_fake: 0.033 +(epoch: 95, iters: 55996, time: 0.300, data: 0.019) G_GAN: 7.622 G_L1: 4.144 D_real: 0.000 D_fake: 0.008 +(epoch: 95, iters: 56096, time: 0.433, data: 0.020) G_GAN: 4.687 G_L1: 4.772 D_real: 0.978 D_fake: 0.074 +(epoch: 95, iters: 56196, time: 0.305, data: 0.020) G_GAN: 7.009 G_L1: 6.448 D_real: 0.000 D_fake: 0.009 +(epoch: 95, iters: 56296, time: 0.300, data: 0.020) G_GAN: 7.070 G_L1: 4.357 D_real: 0.001 D_fake: 0.008 +(epoch: 95, iters: 56396, time: 0.302, data: 0.020) G_GAN: 6.861 G_L1: 3.156 D_real: 0.002 D_fake: 0.010 +(epoch: 95, iters: 56496, time: 0.624, data: 0.020) G_GAN: 4.733 G_L1: 3.305 D_real: 0.220 D_fake: 0.069 +(epoch: 95, iters: 56596, time: 0.302, data: 0.021) G_GAN: 5.787 G_L1: 6.229 D_real: 0.067 D_fake: 0.021 +(epoch: 95, iters: 56696, time: 0.296, data: 0.022) G_GAN: 5.564 G_L1: 4.539 D_real: 0.076 D_fake: 0.013 +(epoch: 95, iters: 56796, time: 0.302, data: 0.020) G_GAN: 6.188 G_L1: 3.673 D_real: 0.053 D_fake: 0.008 +(epoch: 95, iters: 56896, time: 0.424, data: 0.020) G_GAN: 7.182 G_L1: 4.385 D_real: 0.002 D_fake: 0.012 +(epoch: 95, iters: 56996, time: 0.295, data: 0.020) G_GAN: 5.108 G_L1: 3.620 D_real: 0.197 D_fake: 0.035 +(epoch: 95, iters: 57096, time: 0.294, data: 0.020) G_GAN: 6.362 G_L1: 2.756 D_real: 0.001 D_fake: 0.005 +(epoch: 95, iters: 57196, time: 0.294, data: 0.019) G_GAN: 5.963 G_L1: 10.410 D_real: 0.191 D_fake: 0.033 +(epoch: 95, iters: 57296, time: 0.399, data: 0.018) G_GAN: 7.360 G_L1: 4.095 D_real: 0.096 D_fake: 0.004 +(epoch: 95, iters: 57396, time: 0.287, data: 0.018) G_GAN: 5.383 G_L1: 3.031 D_real: 0.012 D_fake: 0.018 +(epoch: 95, iters: 57496, time: 0.296, data: 0.017) G_GAN: 5.514 G_L1: 4.811 D_real: 0.135 D_fake: 0.135 +(epoch: 95, iters: 57596, time: 0.303, data: 0.020) G_GAN: 6.675 G_L1: 4.111 D_real: 0.021 D_fake: 0.038 +(epoch: 95, iters: 57696, time: 0.427, data: 0.021) G_GAN: 4.632 G_L1: 3.873 D_real: 0.035 D_fake: 0.035 +(epoch: 95, iters: 57796, time: 0.295, data: 0.020) G_GAN: 6.539 G_L1: 8.741 D_real: 0.197 D_fake: 0.047 +(epoch: 95, iters: 57896, time: 0.297, data: 0.017) G_GAN: 5.836 G_L1: 5.783 D_real: 0.040 D_fake: 0.086 +(epoch: 95, iters: 57996, time: 0.273, data: 0.020) G_GAN: 6.182 G_L1: 6.112 D_real: 0.343 D_fake: 0.302 +(epoch: 95, iters: 58096, time: 0.379, data: 0.016) G_GAN: 4.875 G_L1: 4.043 D_real: 0.214 D_fake: 0.041 +(epoch: 95, iters: 58196, time: 0.294, data: 0.020) G_GAN: 4.938 G_L1: 4.081 D_real: 0.169 D_fake: 0.044 +(epoch: 95, iters: 58296, time: 0.306, data: 0.020) G_GAN: 6.829 G_L1: 6.701 D_real: 0.011 D_fake: 0.010 +(epoch: 95, iters: 58396, time: 0.293, data: 0.019) G_GAN: 5.941 G_L1: 3.318 D_real: 0.064 D_fake: 0.016 +(epoch: 95, iters: 58496, time: 0.569, data: 0.019) G_GAN: 4.459 G_L1: 4.190 D_real: 0.207 D_fake: 0.059 +(epoch: 95, iters: 58596, time: 0.296, data: 0.019) G_GAN: 5.078 G_L1: 4.412 D_real: 0.037 D_fake: 0.081 +(epoch: 95, iters: 58696, time: 0.295, data: 0.018) G_GAN: 5.481 G_L1: 4.191 D_real: 0.021 D_fake: 0.024 +(epoch: 95, iters: 58796, time: 0.301, data: 0.019) G_GAN: 4.890 G_L1: 3.522 D_real: 0.006 D_fake: 0.081 +(epoch: 95, iters: 58896, time: 0.419, data: 0.020) G_GAN: 5.811 G_L1: 4.162 D_real: 0.043 D_fake: 0.032 +(epoch: 95, iters: 58996, time: 0.299, data: 0.019) G_GAN: 5.015 G_L1: 6.014 D_real: 0.017 D_fake: 0.127 +(epoch: 95, iters: 59096, time: 0.293, data: 0.023) G_GAN: 3.992 G_L1: 2.950 D_real: 0.257 D_fake: 0.227 +(epoch: 95, iters: 59196, time: 0.298, data: 0.019) G_GAN: 4.279 G_L1: 5.262 D_real: 0.159 D_fake: 0.076 +(epoch: 95, iters: 59296, time: 0.421, data: 0.020) G_GAN: 5.270 G_L1: 3.908 D_real: 0.052 D_fake: 0.014 +(epoch: 95, iters: 59396, time: 0.295, data: 0.019) G_GAN: 5.849 G_L1: 5.717 D_real: 0.002 D_fake: 0.048 +(epoch: 95, iters: 59496, time: 0.304, data: 0.018) G_GAN: 4.652 G_L1: 6.949 D_real: 0.149 D_fake: 0.098 +(epoch: 95, iters: 59596, time: 0.296, data: 0.021) G_GAN: 6.456 G_L1: 5.604 D_real: 0.088 D_fake: 0.011 +(epoch: 95, iters: 59696, time: 0.419, data: 0.019) G_GAN: 4.726 G_L1: 3.093 D_real: 0.013 D_fake: 0.128 +(epoch: 95, iters: 59796, time: 0.288, data: 0.019) G_GAN: 4.875 G_L1: 4.400 D_real: 0.475 D_fake: 0.015 +(epoch: 95, iters: 59896, time: 0.303, data: 0.017) G_GAN: 3.631 G_L1: 3.434 D_real: 0.013 D_fake: 0.281 +(epoch: 95, iters: 59996, time: 0.296, data: 0.020) G_GAN: 4.399 G_L1: 5.402 D_real: 0.007 D_fake: 0.045 +(epoch: 96, iters: 80, time: 0.641, data: 0.018) G_GAN: 6.061 G_L1: 5.461 D_real: 0.032 D_fake: 0.018 +(epoch: 96, iters: 180, time: 0.295, data: 0.021) G_GAN: 6.247 G_L1: 5.971 D_real: 0.008 D_fake: 0.017 +(epoch: 96, iters: 280, time: 0.294, data: 0.023) G_GAN: 4.816 G_L1: 2.548 D_real: 0.005 D_fake: 0.061 +(epoch: 96, iters: 380, time: 0.304, data: 0.020) G_GAN: 6.218 G_L1: 2.622 D_real: 0.129 D_fake: 0.007 +(epoch: 96, iters: 480, time: 0.631, data: 0.021) G_GAN: 4.588 G_L1: 3.430 D_real: 0.003 D_fake: 0.038 +(epoch: 96, iters: 580, time: 0.293, data: 0.020) G_GAN: 6.251 G_L1: 2.254 D_real: 0.017 D_fake: 0.006 +(epoch: 96, iters: 680, time: 0.301, data: 0.020) G_GAN: 5.345 G_L1: 4.484 D_real: 0.017 D_fake: 0.025 +(epoch: 96, iters: 780, time: 0.294, data: 0.020) G_GAN: 5.409 G_L1: 5.274 D_real: 0.006 D_fake: 0.026 +(epoch: 96, iters: 880, time: 0.421, data: 0.020) G_GAN: 4.021 G_L1: 4.274 D_real: 0.137 D_fake: 0.042 +(epoch: 96, iters: 980, time: 0.293, data: 0.021) G_GAN: 5.109 G_L1: 3.910 D_real: 0.002 D_fake: 0.018 +(epoch: 96, iters: 1080, time: 0.290, data: 0.021) G_GAN: 5.304 G_L1: 4.060 D_real: 0.008 D_fake: 0.068 +(epoch: 96, iters: 1180, time: 0.298, data: 0.017) G_GAN: 6.247 G_L1: 3.400 D_real: 0.023 D_fake: 0.012 +(epoch: 96, iters: 1280, time: 0.391, data: 0.020) G_GAN: 6.278 G_L1: 4.540 D_real: 0.002 D_fake: 0.037 +(epoch: 96, iters: 1380, time: 0.291, data: 0.018) G_GAN: 4.596 G_L1: 2.748 D_real: 0.014 D_fake: 0.128 +(epoch: 96, iters: 1480, time: 0.301, data: 0.019) G_GAN: 3.092 G_L1: 2.863 D_real: 0.147 D_fake: 0.105 +(epoch: 96, iters: 1580, time: 0.303, data: 0.021) G_GAN: 6.513 G_L1: 3.341 D_real: 0.010 D_fake: 0.015 +(epoch: 96, iters: 1680, time: 0.379, data: 0.020) G_GAN: 5.643 G_L1: 3.262 D_real: 0.010 D_fake: 0.011 +(epoch: 96, iters: 1780, time: 0.300, data: 0.020) G_GAN: 4.727 G_L1: 5.797 D_real: 0.242 D_fake: 0.305 +(epoch: 96, iters: 1880, time: 0.292, data: 0.020) G_GAN: 5.983 G_L1: 4.163 D_real: 0.121 D_fake: 0.013 +(epoch: 96, iters: 1980, time: 0.299, data: 0.020) G_GAN: 6.729 G_L1: 5.295 D_real: 0.019 D_fake: 0.006 +(epoch: 96, iters: 2080, time: 0.418, data: 0.021) G_GAN: 7.136 G_L1: 4.845 D_real: 0.009 D_fake: 0.006 +(epoch: 96, iters: 2180, time: 0.295, data: 0.020) G_GAN: 3.267 G_L1: 2.681 D_real: 0.027 D_fake: 0.140 +(epoch: 96, iters: 2280, time: 0.305, data: 0.020) G_GAN: 4.524 G_L1: 5.087 D_real: 0.031 D_fake: 0.072 +(epoch: 96, iters: 2380, time: 0.297, data: 0.022) G_GAN: 7.966 G_L1: 4.410 D_real: 0.074 D_fake: 0.007 +(epoch: 96, iters: 2480, time: 0.643, data: 0.020) G_GAN: 4.238 G_L1: 3.368 D_real: 0.013 D_fake: 0.055 +(epoch: 96, iters: 2580, time: 0.303, data: 0.020) G_GAN: 4.064 G_L1: 4.029 D_real: 0.039 D_fake: 0.083 +(epoch: 96, iters: 2680, time: 0.291, data: 0.020) G_GAN: 5.047 G_L1: 4.067 D_real: 0.001 D_fake: 0.067 +(epoch: 96, iters: 2780, time: 0.301, data: 0.019) G_GAN: 6.819 G_L1: 4.726 D_real: 0.002 D_fake: 0.011 +(epoch: 96, iters: 2880, time: 0.401, data: 0.035) G_GAN: 4.404 G_L1: 4.104 D_real: 0.001 D_fake: 0.062 +(epoch: 96, iters: 2980, time: 0.290, data: 0.019) G_GAN: 5.942 G_L1: 3.902 D_real: 0.104 D_fake: 0.004 +(epoch: 96, iters: 3080, time: 0.302, data: 0.019) G_GAN: 5.267 G_L1: 3.658 D_real: 0.562 D_fake: 0.015 +(epoch: 96, iters: 3180, time: 0.299, data: 0.020) G_GAN: 5.193 G_L1: 3.117 D_real: 0.016 D_fake: 0.239 +(epoch: 96, iters: 3280, time: 0.413, data: 0.020) G_GAN: 6.224 G_L1: 3.588 D_real: 0.001 D_fake: 0.029 +(epoch: 96, iters: 3380, time: 0.304, data: 0.020) G_GAN: 5.653 G_L1: 3.873 D_real: 0.127 D_fake: 0.036 +(epoch: 96, iters: 3480, time: 0.296, data: 0.020) G_GAN: 4.372 G_L1: 4.437 D_real: 0.104 D_fake: 0.170 +(epoch: 96, iters: 3580, time: 0.295, data: 0.021) G_GAN: 4.147 G_L1: 3.053 D_real: 0.109 D_fake: 0.052 +(epoch: 96, iters: 3680, time: 0.418, data: 0.022) G_GAN: 6.470 G_L1: 5.745 D_real: 0.132 D_fake: 0.009 +(epoch: 96, iters: 3780, time: 0.286, data: 0.018) G_GAN: 4.984 G_L1: 3.605 D_real: 0.032 D_fake: 0.038 +(epoch: 96, iters: 3880, time: 0.305, data: 0.021) G_GAN: 4.693 G_L1: 3.676 D_real: 0.101 D_fake: 0.055 +(epoch: 96, iters: 3980, time: 0.301, data: 0.020) G_GAN: 4.999 G_L1: 3.867 D_real: 0.000 D_fake: 0.020 +(epoch: 96, iters: 4080, time: 0.421, data: 0.021) G_GAN: 4.868 G_L1: 4.352 D_real: 0.062 D_fake: 0.028 +(epoch: 96, iters: 4180, time: 0.304, data: 0.021) G_GAN: 4.581 G_L1: 5.088 D_real: 0.027 D_fake: 0.025 +(epoch: 96, iters: 4280, time: 0.292, data: 0.020) G_GAN: 3.971 G_L1: 2.523 D_real: 0.025 D_fake: 0.060 +(epoch: 96, iters: 4380, time: 0.298, data: 0.020) G_GAN: 5.254 G_L1: 6.177 D_real: 0.032 D_fake: 0.018 +(epoch: 96, iters: 4480, time: 0.649, data: 0.021) G_GAN: 3.721 G_L1: 3.234 D_real: 0.244 D_fake: 0.039 +(epoch: 96, iters: 4580, time: 0.301, data: 0.019) G_GAN: 6.290 G_L1: 4.025 D_real: 0.005 D_fake: 0.114 +(epoch: 96, iters: 4680, time: 0.295, data: 0.020) G_GAN: 6.042 G_L1: 6.337 D_real: 0.135 D_fake: 0.008 +(epoch: 96, iters: 4780, time: 0.299, data: 0.018) G_GAN: 4.752 G_L1: 3.596 D_real: 0.011 D_fake: 0.057 +(epoch: 96, iters: 4880, time: 0.415, data: 0.019) G_GAN: 4.477 G_L1: 3.379 D_real: 0.401 D_fake: 0.103 +(epoch: 96, iters: 4980, time: 0.304, data: 0.020) G_GAN: 4.937 G_L1: 4.820 D_real: 0.002 D_fake: 0.057 +(epoch: 96, iters: 5080, time: 0.302, data: 0.019) G_GAN: 4.211 G_L1: 5.769 D_real: 0.119 D_fake: 0.076 +(epoch: 96, iters: 5180, time: 0.299, data: 0.019) G_GAN: 5.764 G_L1: 3.046 D_real: 0.002 D_fake: 0.050 +(epoch: 96, iters: 5280, time: 0.421, data: 0.019) G_GAN: 6.443 G_L1: 3.411 D_real: 0.097 D_fake: 0.007 +(epoch: 96, iters: 5380, time: 0.296, data: 0.021) G_GAN: 7.729 G_L1: 3.572 D_real: 0.206 D_fake: 0.016 +(epoch: 96, iters: 5480, time: 0.283, data: 0.018) G_GAN: 4.348 G_L1: 5.523 D_real: 0.000 D_fake: 0.366 +(epoch: 96, iters: 5580, time: 0.285, data: 0.017) G_GAN: 5.253 G_L1: 3.476 D_real: 0.065 D_fake: 0.022 +(epoch: 96, iters: 5680, time: 0.412, data: 0.024) G_GAN: 6.816 G_L1: 4.732 D_real: 0.004 D_fake: 0.004 +(epoch: 96, iters: 5780, time: 0.301, data: 0.018) G_GAN: 3.900 G_L1: 6.775 D_real: 0.053 D_fake: 0.070 +(epoch: 96, iters: 5880, time: 0.301, data: 0.023) G_GAN: 5.059 G_L1: 5.050 D_real: 0.001 D_fake: 0.174 +(epoch: 96, iters: 5980, time: 0.301, data: 0.019) G_GAN: 5.885 G_L1: 4.333 D_real: 0.015 D_fake: 0.054 +(epoch: 96, iters: 6080, time: 0.424, data: 0.020) G_GAN: 6.328 G_L1: 3.228 D_real: 0.000 D_fake: 0.006 +(epoch: 96, iters: 6180, time: 0.291, data: 0.019) G_GAN: 4.714 G_L1: 3.702 D_real: 0.035 D_fake: 0.027 +(epoch: 96, iters: 6280, time: 0.301, data: 0.018) G_GAN: 3.856 G_L1: 3.783 D_real: 0.014 D_fake: 0.150 +(epoch: 96, iters: 6380, time: 0.303, data: 0.018) G_GAN: 4.919 G_L1: 3.154 D_real: 0.008 D_fake: 0.029 +(epoch: 96, iters: 6480, time: 0.653, data: 0.019) G_GAN: 2.819 G_L1: 4.572 D_real: 0.045 D_fake: 0.120 +(epoch: 96, iters: 6580, time: 0.298, data: 0.019) G_GAN: 6.530 G_L1: 4.046 D_real: 0.001 D_fake: 0.038 +(epoch: 96, iters: 6680, time: 0.301, data: 0.018) G_GAN: 3.840 G_L1: 3.586 D_real: 0.004 D_fake: 0.062 +(epoch: 96, iters: 6780, time: 0.301, data: 0.018) G_GAN: 3.662 G_L1: 5.468 D_real: 0.011 D_fake: 0.150 +(epoch: 96, iters: 6880, time: 0.416, data: 0.020) G_GAN: 6.316 G_L1: 4.611 D_real: 0.084 D_fake: 0.025 +(epoch: 96, iters: 6980, time: 0.307, data: 0.017) G_GAN: 3.533 G_L1: 3.700 D_real: 0.196 D_fake: 0.089 +(epoch: 96, iters: 7080, time: 0.307, data: 0.020) G_GAN: 4.482 G_L1: 3.833 D_real: 0.213 D_fake: 0.012 +(epoch: 96, iters: 7180, time: 0.299, data: 0.019) G_GAN: 6.016 G_L1: 4.486 D_real: 0.001 D_fake: 0.353 +(epoch: 96, iters: 7280, time: 0.411, data: 0.019) G_GAN: 5.406 G_L1: 3.108 D_real: 0.118 D_fake: 0.015 +(epoch: 96, iters: 7380, time: 0.288, data: 0.021) G_GAN: 7.643 G_L1: 6.138 D_real: 0.009 D_fake: 0.008 +(epoch: 96, iters: 7480, time: 0.300, data: 0.017) G_GAN: 5.111 G_L1: 2.728 D_real: 0.008 D_fake: 0.054 +(epoch: 96, iters: 7580, time: 0.301, data: 0.021) G_GAN: 5.211 G_L1: 3.608 D_real: 0.007 D_fake: 0.056 +(epoch: 96, iters: 7680, time: 0.395, data: 0.020) G_GAN: 6.292 G_L1: 3.007 D_real: 0.060 D_fake: 0.033 +(epoch: 96, iters: 7780, time: 0.299, data: 0.018) G_GAN: 6.185 G_L1: 5.170 D_real: 0.216 D_fake: 0.003 +(epoch: 96, iters: 7880, time: 0.297, data: 0.019) G_GAN: 5.701 G_L1: 5.478 D_real: 0.028 D_fake: 0.033 +(epoch: 96, iters: 7980, time: 0.300, data: 0.018) G_GAN: 4.891 G_L1: 4.292 D_real: 0.011 D_fake: 0.071 +(epoch: 96, iters: 8080, time: 0.422, data: 0.019) G_GAN: 7.112 G_L1: 4.579 D_real: 0.001 D_fake: 0.015 +(epoch: 96, iters: 8180, time: 0.300, data: 0.019) G_GAN: 4.375 G_L1: 3.066 D_real: 0.007 D_fake: 0.062 +(epoch: 96, iters: 8280, time: 0.286, data: 0.019) G_GAN: 6.057 G_L1: 3.817 D_real: 0.010 D_fake: 0.020 +(epoch: 96, iters: 8380, time: 0.299, data: 0.018) G_GAN: 5.242 G_L1: 3.363 D_real: 0.384 D_fake: 0.022 +(epoch: 96, iters: 8480, time: 0.654, data: 0.019) G_GAN: 4.123 G_L1: 3.747 D_real: 0.292 D_fake: 0.043 +(epoch: 96, iters: 8580, time: 0.293, data: 0.021) G_GAN: 6.299 G_L1: 3.283 D_real: 0.011 D_fake: 0.033 +(epoch: 96, iters: 8680, time: 0.297, data: 0.019) G_GAN: 4.594 G_L1: 2.876 D_real: 0.003 D_fake: 0.207 +(epoch: 96, iters: 8780, time: 0.297, data: 0.021) G_GAN: 4.925 G_L1: 4.190 D_real: 0.194 D_fake: 0.164 +(epoch: 96, iters: 8880, time: 0.417, data: 0.020) G_GAN: 5.596 G_L1: 3.447 D_real: 0.318 D_fake: 0.021 +(epoch: 96, iters: 8980, time: 0.285, data: 0.020) G_GAN: 5.941 G_L1: 6.915 D_real: 0.012 D_fake: 0.013 +(epoch: 96, iters: 9080, time: 0.288, data: 0.018) G_GAN: 4.413 G_L1: 3.547 D_real: 0.012 D_fake: 0.205 +(epoch: 96, iters: 9180, time: 0.291, data: 0.016) G_GAN: 4.327 G_L1: 4.378 D_real: 0.002 D_fake: 0.057 +(epoch: 96, iters: 9280, time: 0.390, data: 0.019) G_GAN: 4.516 G_L1: 4.197 D_real: 0.073 D_fake: 0.103 +(epoch: 96, iters: 9380, time: 0.281, data: 0.018) G_GAN: 5.528 G_L1: 4.104 D_real: 0.062 D_fake: 0.046 +(epoch: 96, iters: 9480, time: 0.286, data: 0.018) G_GAN: 6.538 G_L1: 7.829 D_real: 0.000 D_fake: 0.017 +(epoch: 96, iters: 9580, time: 0.290, data: 0.017) G_GAN: 4.005 G_L1: 3.674 D_real: 0.026 D_fake: 0.197 +(epoch: 96, iters: 9680, time: 0.370, data: 0.018) G_GAN: 4.134 G_L1: 3.790 D_real: 0.095 D_fake: 0.047 +(epoch: 96, iters: 9780, time: 0.294, data: 0.016) G_GAN: 5.091 G_L1: 2.741 D_real: 0.217 D_fake: 0.029 +(epoch: 96, iters: 9880, time: 0.300, data: 0.018) G_GAN: 4.444 G_L1: 3.498 D_real: 0.004 D_fake: 0.029 +(epoch: 96, iters: 9980, time: 0.303, data: 0.021) G_GAN: 6.723 G_L1: 3.498 D_real: 0.003 D_fake: 0.006 +(epoch: 96, iters: 10080, time: 0.364, data: 0.020) G_GAN: 5.963 G_L1: 4.555 D_real: 0.059 D_fake: 0.029 +(epoch: 96, iters: 10180, time: 0.292, data: 0.017) G_GAN: 3.505 G_L1: 3.919 D_real: 0.081 D_fake: 0.326 +(epoch: 96, iters: 10280, time: 0.278, data: 0.018) G_GAN: 5.294 G_L1: 4.622 D_real: 0.000 D_fake: 0.059 +(epoch: 96, iters: 10380, time: 0.293, data: 0.018) G_GAN: 4.685 G_L1: 5.574 D_real: 0.001 D_fake: 0.062 +(epoch: 96, iters: 10480, time: 0.657, data: 0.018) G_GAN: 3.668 G_L1: 3.536 D_real: 0.012 D_fake: 0.171 +(epoch: 96, iters: 10580, time: 0.266, data: 0.019) G_GAN: 3.810 G_L1: 4.582 D_real: 0.017 D_fake: 0.151 +(epoch: 96, iters: 10680, time: 0.289, data: 0.016) G_GAN: 5.010 G_L1: 4.331 D_real: 0.099 D_fake: 0.101 +(epoch: 96, iters: 10780, time: 0.276, data: 0.018) G_GAN: 4.526 G_L1: 4.114 D_real: 0.260 D_fake: 0.023 +(epoch: 96, iters: 10880, time: 0.408, data: 0.016) G_GAN: 4.903 G_L1: 2.744 D_real: 0.001 D_fake: 0.045 +(epoch: 96, iters: 10980, time: 0.292, data: 0.021) G_GAN: 5.378 G_L1: 6.450 D_real: 0.308 D_fake: 0.068 +(epoch: 96, iters: 11080, time: 0.300, data: 0.020) G_GAN: 5.558 G_L1: 4.255 D_real: 0.080 D_fake: 0.160 +(epoch: 96, iters: 11180, time: 0.296, data: 0.018) G_GAN: 4.990 G_L1: 3.444 D_real: 0.052 D_fake: 0.054 +(epoch: 96, iters: 11280, time: 0.411, data: 0.019) G_GAN: 4.088 G_L1: 4.110 D_real: 0.016 D_fake: 0.177 +(epoch: 96, iters: 11380, time: 0.293, data: 0.018) G_GAN: 4.856 G_L1: 3.705 D_real: 0.002 D_fake: 0.112 +(epoch: 96, iters: 11480, time: 0.307, data: 0.018) G_GAN: 4.699 G_L1: 3.199 D_real: 0.248 D_fake: 0.048 +(epoch: 96, iters: 11580, time: 0.292, data: 0.020) G_GAN: 5.789 G_L1: 3.872 D_real: 0.000 D_fake: 0.017 +(epoch: 96, iters: 11680, time: 0.375, data: 0.019) G_GAN: 5.994 G_L1: 4.447 D_real: 0.096 D_fake: 0.023 +(epoch: 96, iters: 11780, time: 0.294, data: 0.018) G_GAN: 4.642 G_L1: 3.872 D_real: 0.058 D_fake: 0.034 +(epoch: 96, iters: 11880, time: 0.299, data: 0.020) G_GAN: 4.988 G_L1: 3.622 D_real: 0.371 D_fake: 0.051 +(epoch: 96, iters: 11980, time: 0.297, data: 0.020) G_GAN: 4.801 G_L1: 5.330 D_real: 0.010 D_fake: 0.035 +(epoch: 96, iters: 12080, time: 0.403, data: 0.019) G_GAN: 5.173 G_L1: 5.500 D_real: 0.001 D_fake: 0.046 +(epoch: 96, iters: 12180, time: 0.293, data: 0.017) G_GAN: 6.841 G_L1: 3.584 D_real: 0.016 D_fake: 0.005 +(epoch: 96, iters: 12280, time: 0.277, data: 0.018) G_GAN: 6.176 G_L1: 5.016 D_real: 0.128 D_fake: 0.012 +(epoch: 96, iters: 12380, time: 0.285, data: 0.016) G_GAN: 5.945 G_L1: 3.026 D_real: 0.166 D_fake: 0.005 +(epoch: 96, iters: 12480, time: 0.622, data: 0.018) G_GAN: 4.529 G_L1: 2.742 D_real: 0.031 D_fake: 0.029 +(epoch: 96, iters: 12580, time: 0.287, data: 0.018) G_GAN: 4.541 G_L1: 2.968 D_real: 0.024 D_fake: 0.075 +(epoch: 96, iters: 12680, time: 0.295, data: 0.016) G_GAN: 4.929 G_L1: 3.917 D_real: 0.002 D_fake: 0.030 +(epoch: 96, iters: 12780, time: 0.280, data: 0.018) G_GAN: 4.406 G_L1: 2.854 D_real: 0.034 D_fake: 0.445 +(epoch: 96, iters: 12880, time: 0.417, data: 0.018) G_GAN: 4.141 G_L1: 3.080 D_real: 0.141 D_fake: 0.057 +(epoch: 96, iters: 12980, time: 0.289, data: 0.019) G_GAN: 2.887 G_L1: 3.889 D_real: 0.106 D_fake: 0.330 +(epoch: 96, iters: 13080, time: 0.280, data: 0.019) G_GAN: 4.991 G_L1: 3.933 D_real: 0.087 D_fake: 0.028 +(epoch: 96, iters: 13180, time: 0.281, data: 0.016) G_GAN: 4.276 G_L1: 4.499 D_real: 0.011 D_fake: 0.080 +(epoch: 96, iters: 13280, time: 0.405, data: 0.017) G_GAN: 5.682 G_L1: 3.879 D_real: 0.012 D_fake: 0.023 +(epoch: 96, iters: 13380, time: 0.285, data: 0.017) G_GAN: 4.834 G_L1: 4.202 D_real: 0.230 D_fake: 0.053 +(epoch: 96, iters: 13480, time: 0.303, data: 0.020) G_GAN: 3.318 G_L1: 3.007 D_real: 0.515 D_fake: 0.049 +(epoch: 96, iters: 13580, time: 0.299, data: 0.020) G_GAN: 5.260 G_L1: 5.344 D_real: 0.002 D_fake: 0.036 +(epoch: 96, iters: 13680, time: 0.405, data: 0.024) G_GAN: 4.134 G_L1: 6.543 D_real: 0.195 D_fake: 0.079 +(epoch: 96, iters: 13780, time: 0.296, data: 0.019) G_GAN: 4.354 G_L1: 5.717 D_real: 0.407 D_fake: 0.146 +(epoch: 96, iters: 13880, time: 0.304, data: 0.018) G_GAN: 5.306 G_L1: 3.238 D_real: 0.050 D_fake: 0.019 +(epoch: 96, iters: 13980, time: 0.294, data: 0.019) G_GAN: 6.909 G_L1: 2.858 D_real: 0.026 D_fake: 0.005 +(epoch: 96, iters: 14080, time: 0.395, data: 0.019) G_GAN: 5.172 G_L1: 2.843 D_real: 0.001 D_fake: 0.268 +(epoch: 96, iters: 14180, time: 0.301, data: 0.020) G_GAN: 5.335 G_L1: 3.916 D_real: 0.004 D_fake: 0.062 +(epoch: 96, iters: 14280, time: 0.296, data: 0.021) G_GAN: 5.047 G_L1: 5.298 D_real: 0.040 D_fake: 0.080 +(epoch: 96, iters: 14380, time: 0.294, data: 0.020) G_GAN: 3.940 G_L1: 2.764 D_real: 0.225 D_fake: 0.091 +(epoch: 96, iters: 14480, time: 0.634, data: 0.018) G_GAN: 5.001 G_L1: 3.530 D_real: 0.003 D_fake: 0.061 +(epoch: 96, iters: 14580, time: 0.290, data: 0.019) G_GAN: 3.729 G_L1: 3.267 D_real: 0.083 D_fake: 0.143 +(epoch: 96, iters: 14680, time: 0.287, data: 0.019) G_GAN: 6.182 G_L1: 4.130 D_real: 0.033 D_fake: 0.010 +(epoch: 96, iters: 14780, time: 0.295, data: 0.018) G_GAN: 5.053 G_L1: 4.171 D_real: 0.106 D_fake: 0.020 +(epoch: 96, iters: 14880, time: 0.420, data: 0.019) G_GAN: 6.191 G_L1: 4.619 D_real: 0.008 D_fake: 0.022 +(epoch: 96, iters: 14980, time: 0.296, data: 0.019) G_GAN: 4.975 G_L1: 3.632 D_real: 0.003 D_fake: 0.122 +(epoch: 96, iters: 15080, time: 0.292, data: 0.018) G_GAN: 3.856 G_L1: 4.452 D_real: 0.064 D_fake: 0.145 +(epoch: 96, iters: 15180, time: 0.292, data: 0.018) G_GAN: 2.762 G_L1: 3.051 D_real: 0.521 D_fake: 0.055 +(epoch: 96, iters: 15280, time: 0.394, data: 0.021) G_GAN: 5.362 G_L1: 3.624 D_real: 0.041 D_fake: 0.015 +(epoch: 96, iters: 15380, time: 0.299, data: 0.019) G_GAN: 4.976 G_L1: 3.097 D_real: 0.040 D_fake: 0.055 +(epoch: 96, iters: 15480, time: 0.298, data: 0.019) G_GAN: 4.447 G_L1: 5.491 D_real: 0.000 D_fake: 0.051 +(epoch: 96, iters: 15580, time: 0.292, data: 0.018) G_GAN: 4.097 G_L1: 3.566 D_real: 0.000 D_fake: 0.120 +(epoch: 96, iters: 15680, time: 0.414, data: 0.019) G_GAN: 5.195 G_L1: 2.991 D_real: 0.013 D_fake: 0.248 +(epoch: 96, iters: 15780, time: 0.290, data: 0.018) G_GAN: 5.295 G_L1: 4.008 D_real: 0.002 D_fake: 0.025 +(epoch: 96, iters: 15880, time: 0.287, data: 0.018) G_GAN: 4.163 G_L1: 3.451 D_real: 0.000 D_fake: 0.300 +(epoch: 96, iters: 15980, time: 0.295, data: 0.019) G_GAN: 5.629 G_L1: 3.283 D_real: 0.001 D_fake: 0.025 +(epoch: 96, iters: 16080, time: 0.405, data: 0.020) G_GAN: 5.369 G_L1: 3.671 D_real: 0.015 D_fake: 0.030 +(epoch: 96, iters: 16180, time: 0.300, data: 0.017) G_GAN: 5.218 G_L1: 3.921 D_real: 0.000 D_fake: 0.058 +(epoch: 96, iters: 16280, time: 0.303, data: 0.022) G_GAN: 4.638 G_L1: 4.295 D_real: 0.112 D_fake: 0.100 +(epoch: 96, iters: 16380, time: 0.294, data: 0.020) G_GAN: 4.523 G_L1: 2.819 D_real: 0.060 D_fake: 0.032 +(epoch: 96, iters: 16480, time: 0.630, data: 0.018) G_GAN: 4.214 G_L1: 4.926 D_real: 0.009 D_fake: 0.229 +(epoch: 96, iters: 16580, time: 0.301, data: 0.020) G_GAN: 5.088 G_L1: 3.804 D_real: 0.001 D_fake: 0.152 +(epoch: 96, iters: 16680, time: 0.294, data: 0.020) G_GAN: 3.929 G_L1: 3.235 D_real: 0.001 D_fake: 0.245 +(epoch: 96, iters: 16780, time: 0.291, data: 0.019) G_GAN: 4.593 G_L1: 3.950 D_real: 0.020 D_fake: 0.046 +(epoch: 96, iters: 16880, time: 0.377, data: 0.018) G_GAN: 3.894 G_L1: 3.270 D_real: 0.396 D_fake: 0.075 +(epoch: 96, iters: 16980, time: 0.300, data: 0.018) G_GAN: 4.949 G_L1: 5.957 D_real: 0.219 D_fake: 0.053 +(epoch: 96, iters: 17080, time: 0.294, data: 0.019) G_GAN: 6.679 G_L1: 3.440 D_real: 0.013 D_fake: 0.118 +(epoch: 96, iters: 17180, time: 0.297, data: 0.020) G_GAN: 5.522 G_L1: 3.566 D_real: 0.032 D_fake: 0.276 +(epoch: 96, iters: 17280, time: 0.412, data: 0.018) G_GAN: 3.914 G_L1: 4.079 D_real: 0.000 D_fake: 0.248 +(epoch: 96, iters: 17380, time: 0.301, data: 0.019) G_GAN: 3.872 G_L1: 3.503 D_real: 0.012 D_fake: 0.120 +(epoch: 96, iters: 17480, time: 0.284, data: 0.020) G_GAN: 4.903 G_L1: 3.933 D_real: 0.038 D_fake: 0.058 +(epoch: 96, iters: 17580, time: 0.291, data: 0.017) G_GAN: 4.307 G_L1: 2.920 D_real: 0.008 D_fake: 0.100 +(epoch: 96, iters: 17680, time: 0.392, data: 0.022) G_GAN: 4.700 G_L1: 4.032 D_real: 0.392 D_fake: 0.166 +(epoch: 96, iters: 17780, time: 0.291, data: 0.023) G_GAN: 3.390 G_L1: 2.268 D_real: 0.632 D_fake: 0.459 +(epoch: 96, iters: 17880, time: 0.296, data: 0.022) G_GAN: 3.658 G_L1: 3.694 D_real: 0.016 D_fake: 0.121 +(epoch: 96, iters: 17980, time: 0.297, data: 0.019) G_GAN: 5.058 G_L1: 2.651 D_real: 0.521 D_fake: 0.027 +(epoch: 96, iters: 18080, time: 0.404, data: 0.019) G_GAN: 4.690 G_L1: 3.601 D_real: 0.196 D_fake: 0.041 +(epoch: 96, iters: 18180, time: 0.292, data: 0.019) G_GAN: 4.268 G_L1: 3.603 D_real: 0.113 D_fake: 0.065 +(epoch: 96, iters: 18280, time: 0.292, data: 0.018) G_GAN: 4.209 G_L1: 2.594 D_real: 0.036 D_fake: 0.190 +(epoch: 96, iters: 18380, time: 0.298, data: 0.018) G_GAN: 3.899 G_L1: 5.412 D_real: 0.076 D_fake: 0.107 +(epoch: 96, iters: 18480, time: 0.621, data: 0.019) G_GAN: 4.505 G_L1: 4.611 D_real: 0.096 D_fake: 0.056 +(epoch: 96, iters: 18580, time: 0.274, data: 0.027) G_GAN: 3.236 G_L1: 3.093 D_real: 0.435 D_fake: 0.102 +(epoch: 96, iters: 18680, time: 0.292, data: 0.019) G_GAN: 4.491 G_L1: 3.838 D_real: 0.692 D_fake: 0.108 +(epoch: 96, iters: 18780, time: 0.300, data: 0.018) G_GAN: 4.411 G_L1: 4.335 D_real: 0.329 D_fake: 0.027 +(epoch: 96, iters: 18880, time: 0.409, data: 0.019) G_GAN: 5.454 G_L1: 5.139 D_real: 0.022 D_fake: 0.153 +(epoch: 96, iters: 18980, time: 0.301, data: 0.017) G_GAN: 5.236 G_L1: 8.086 D_real: 0.071 D_fake: 0.071 +(epoch: 96, iters: 19080, time: 0.289, data: 0.019) G_GAN: 3.553 G_L1: 3.299 D_real: 0.049 D_fake: 0.338 +(epoch: 96, iters: 19180, time: 0.301, data: 0.019) G_GAN: 4.362 G_L1: 3.480 D_real: 0.064 D_fake: 0.104 +(epoch: 96, iters: 19280, time: 0.418, data: 0.018) G_GAN: 3.623 G_L1: 4.620 D_real: 0.004 D_fake: 0.213 +(epoch: 96, iters: 19380, time: 0.295, data: 0.020) G_GAN: 4.636 G_L1: 4.312 D_real: 0.062 D_fake: 0.088 +(epoch: 96, iters: 19480, time: 0.296, data: 0.018) G_GAN: 3.528 G_L1: 2.780 D_real: 0.032 D_fake: 0.115 +(epoch: 96, iters: 19580, time: 0.298, data: 0.023) G_GAN: 3.062 G_L1: 2.656 D_real: 0.006 D_fake: 0.494 +(epoch: 96, iters: 19680, time: 0.396, data: 0.019) G_GAN: 3.847 G_L1: 2.717 D_real: 0.674 D_fake: 0.043 +(epoch: 96, iters: 19780, time: 0.297, data: 0.017) G_GAN: 5.468 G_L1: 4.033 D_real: 0.242 D_fake: 0.011 +(epoch: 96, iters: 19880, time: 0.290, data: 0.018) G_GAN: 5.880 G_L1: 4.242 D_real: 0.041 D_fake: 0.015 +(epoch: 96, iters: 19980, time: 0.286, data: 0.018) G_GAN: 3.067 G_L1: 3.330 D_real: 0.082 D_fake: 0.191 +(epoch: 96, iters: 20080, time: 0.397, data: 0.018) G_GAN: 3.869 G_L1: 3.304 D_real: 0.386 D_fake: 0.066 +(epoch: 96, iters: 20180, time: 0.297, data: 0.017) G_GAN: 5.775 G_L1: 2.888 D_real: 0.207 D_fake: 0.175 +(epoch: 96, iters: 20280, time: 0.286, data: 0.018) G_GAN: 7.379 G_L1: 4.859 D_real: 0.044 D_fake: 0.006 +(epoch: 96, iters: 20380, time: 0.299, data: 0.018) G_GAN: 4.255 G_L1: 3.181 D_real: 0.037 D_fake: 0.045 +(epoch: 96, iters: 20480, time: 0.591, data: 0.018) G_GAN: 3.964 G_L1: 3.100 D_real: 0.078 D_fake: 0.093 +(epoch: 96, iters: 20580, time: 0.291, data: 0.019) G_GAN: 3.535 G_L1: 3.043 D_real: 0.517 D_fake: 0.046 +(epoch: 96, iters: 20680, time: 0.298, data: 0.019) G_GAN: 3.666 G_L1: 1.995 D_real: 0.495 D_fake: 0.122 +(epoch: 96, iters: 20780, time: 0.297, data: 0.018) G_GAN: 5.891 G_L1: 4.095 D_real: 0.056 D_fake: 0.017 +(epoch: 96, iters: 20880, time: 0.409, data: 0.018) G_GAN: 6.715 G_L1: 4.123 D_real: 0.199 D_fake: 0.041 +(epoch: 96, iters: 20980, time: 0.282, data: 0.018) G_GAN: 6.704 G_L1: 4.114 D_real: 0.074 D_fake: 0.227 +(epoch: 96, iters: 21080, time: 0.300, data: 0.016) G_GAN: 3.507 G_L1: 1.995 D_real: 0.000 D_fake: 0.142 +(epoch: 96, iters: 21180, time: 0.299, data: 0.018) G_GAN: 4.948 G_L1: 2.879 D_real: 0.177 D_fake: 0.117 +(epoch: 96, iters: 21280, time: 0.373, data: 0.021) G_GAN: 5.404 G_L1: 3.573 D_real: 0.000 D_fake: 0.066 +(epoch: 96, iters: 21380, time: 0.296, data: 0.017) G_GAN: 5.041 G_L1: 1.653 D_real: 0.082 D_fake: 0.094 +(epoch: 96, iters: 21480, time: 0.290, data: 0.017) G_GAN: 4.734 G_L1: 4.080 D_real: 0.006 D_fake: 0.084 +(epoch: 96, iters: 21580, time: 0.289, data: 0.018) G_GAN: 5.287 G_L1: 5.272 D_real: 0.045 D_fake: 0.032 +(epoch: 96, iters: 21680, time: 0.379, data: 0.017) G_GAN: 5.856 G_L1: 2.793 D_real: 0.107 D_fake: 0.018 +(epoch: 96, iters: 21780, time: 0.282, data: 0.017) G_GAN: 5.068 G_L1: 4.769 D_real: 0.151 D_fake: 0.017 +(epoch: 96, iters: 21880, time: 0.293, data: 0.018) G_GAN: 5.211 G_L1: 4.665 D_real: 0.001 D_fake: 0.227 +(epoch: 96, iters: 21980, time: 0.280, data: 0.018) G_GAN: 5.175 G_L1: 4.539 D_real: 0.003 D_fake: 0.149 +(epoch: 96, iters: 22080, time: 0.409, data: 0.018) G_GAN: 5.554 G_L1: 4.428 D_real: 0.005 D_fake: 0.044 +(epoch: 96, iters: 22180, time: 0.286, data: 0.018) G_GAN: 4.796 G_L1: 4.028 D_real: 0.045 D_fake: 0.040 +(epoch: 96, iters: 22280, time: 0.274, data: 0.017) G_GAN: 4.431 G_L1: 2.480 D_real: 0.023 D_fake: 0.044 +(epoch: 96, iters: 22380, time: 0.294, data: 0.017) G_GAN: 5.883 G_L1: 4.973 D_real: 0.108 D_fake: 0.193 +(epoch: 96, iters: 22480, time: 0.613, data: 0.017) G_GAN: 4.624 G_L1: 3.930 D_real: 0.104 D_fake: 0.363 +(epoch: 96, iters: 22580, time: 0.294, data: 0.018) G_GAN: 8.441 G_L1: 5.502 D_real: 0.000 D_fake: 0.077 +(epoch: 96, iters: 22680, time: 0.286, data: 0.018) G_GAN: 4.838 G_L1: 3.114 D_real: 0.045 D_fake: 0.141 +(epoch: 96, iters: 22780, time: 0.293, data: 0.017) G_GAN: 4.448 G_L1: 3.303 D_real: 0.035 D_fake: 0.161 +(epoch: 96, iters: 22880, time: 0.399, data: 0.018) G_GAN: 6.261 G_L1: 6.004 D_real: 0.001 D_fake: 0.024 +(epoch: 96, iters: 22980, time: 0.304, data: 0.016) G_GAN: 3.496 G_L1: 3.408 D_real: 0.356 D_fake: 0.405 +(epoch: 96, iters: 23080, time: 0.295, data: 0.019) G_GAN: 4.417 G_L1: 3.132 D_real: 0.194 D_fake: 0.017 +(epoch: 96, iters: 23180, time: 0.284, data: 0.018) G_GAN: 5.251 G_L1: 4.158 D_real: 0.003 D_fake: 0.058 +(epoch: 96, iters: 23280, time: 0.404, data: 0.017) G_GAN: 4.000 G_L1: 3.979 D_real: 0.220 D_fake: 0.038 +(epoch: 96, iters: 23380, time: 0.287, data: 0.017) G_GAN: 4.429 G_L1: 3.683 D_real: 0.000 D_fake: 0.116 +(epoch: 96, iters: 23480, time: 0.297, data: 0.018) G_GAN: 4.008 G_L1: 2.740 D_real: 0.104 D_fake: 0.054 +(epoch: 96, iters: 23580, time: 0.265, data: 0.019) G_GAN: 3.865 G_L1: 3.737 D_real: 0.117 D_fake: 0.100 +(epoch: 96, iters: 23680, time: 0.398, data: 0.018) G_GAN: 4.190 G_L1: 5.985 D_real: 0.257 D_fake: 0.226 +(epoch: 96, iters: 23780, time: 0.292, data: 0.017) G_GAN: 6.761 G_L1: 2.441 D_real: 0.090 D_fake: 0.006 +(epoch: 96, iters: 23880, time: 0.299, data: 0.018) G_GAN: 6.049 G_L1: 4.919 D_real: 0.002 D_fake: 0.015 +(epoch: 96, iters: 23980, time: 0.299, data: 0.019) G_GAN: 6.705 G_L1: 6.577 D_real: 0.002 D_fake: 0.008 +(epoch: 96, iters: 24080, time: 0.385, data: 0.019) G_GAN: 5.446 G_L1: 3.216 D_real: 0.006 D_fake: 0.018 +(epoch: 96, iters: 24180, time: 0.299, data: 0.019) G_GAN: 3.956 G_L1: 3.914 D_real: 0.011 D_fake: 0.114 +(epoch: 96, iters: 24280, time: 0.297, data: 0.019) G_GAN: 3.501 G_L1: 3.722 D_real: 0.967 D_fake: 0.070 +(epoch: 96, iters: 24380, time: 0.287, data: 0.020) G_GAN: 4.216 G_L1: 2.878 D_real: 0.148 D_fake: 0.063 +(epoch: 96, iters: 24480, time: 0.562, data: 0.016) G_GAN: 5.698 G_L1: 3.039 D_real: 0.083 D_fake: 0.016 +(epoch: 96, iters: 24580, time: 0.290, data: 0.019) G_GAN: 5.533 G_L1: 4.891 D_real: 0.114 D_fake: 0.043 +(epoch: 96, iters: 24680, time: 0.287, data: 0.018) G_GAN: 4.512 G_L1: 3.375 D_real: 0.025 D_fake: 0.028 +(epoch: 96, iters: 24780, time: 0.300, data: 0.019) G_GAN: 6.562 G_L1: 4.295 D_real: 0.010 D_fake: 0.006 +(epoch: 96, iters: 24880, time: 0.396, data: 0.020) G_GAN: 3.685 G_L1: 4.276 D_real: 0.003 D_fake: 0.240 +(epoch: 96, iters: 24980, time: 0.299, data: 0.017) G_GAN: 4.721 G_L1: 3.036 D_real: 0.106 D_fake: 0.037 +(epoch: 96, iters: 25080, time: 0.298, data: 0.018) G_GAN: 6.474 G_L1: 3.415 D_real: 0.192 D_fake: 0.024 +(epoch: 96, iters: 25180, time: 0.297, data: 0.020) G_GAN: 3.719 G_L1: 2.999 D_real: 0.008 D_fake: 0.311 +(epoch: 96, iters: 25280, time: 0.403, data: 0.019) G_GAN: 5.101 G_L1: 4.235 D_real: 0.020 D_fake: 0.024 +(epoch: 96, iters: 25380, time: 0.298, data: 0.018) G_GAN: 4.858 G_L1: 4.034 D_real: 0.179 D_fake: 0.037 +(epoch: 96, iters: 25480, time: 0.289, data: 0.019) G_GAN: 4.477 G_L1: 2.973 D_real: 0.254 D_fake: 0.029 +(epoch: 96, iters: 25580, time: 0.291, data: 0.016) G_GAN: 4.463 G_L1: 2.991 D_real: 0.007 D_fake: 0.040 +(epoch: 96, iters: 25680, time: 0.422, data: 0.019) G_GAN: 3.425 G_L1: 4.238 D_real: 0.102 D_fake: 0.083 +(epoch: 96, iters: 25780, time: 0.301, data: 0.019) G_GAN: 5.332 G_L1: 2.858 D_real: 0.082 D_fake: 0.021 +(epoch: 96, iters: 25880, time: 0.283, data: 0.019) G_GAN: 4.020 G_L1: 3.408 D_real: 0.143 D_fake: 0.091 +(epoch: 96, iters: 25980, time: 0.295, data: 0.017) G_GAN: 4.127 G_L1: 4.252 D_real: 0.297 D_fake: 0.115 +(epoch: 96, iters: 26080, time: 0.376, data: 0.018) G_GAN: 6.793 G_L1: 3.165 D_real: 0.067 D_fake: 0.035 +(epoch: 96, iters: 26180, time: 0.302, data: 0.018) G_GAN: 5.382 G_L1: 3.555 D_real: 0.130 D_fake: 0.016 +(epoch: 96, iters: 26280, time: 0.296, data: 0.018) G_GAN: 3.357 G_L1: 3.010 D_real: 0.012 D_fake: 0.166 +(epoch: 96, iters: 26380, time: 0.299, data: 0.018) G_GAN: 4.758 G_L1: 4.301 D_real: 0.008 D_fake: 0.108 +(epoch: 96, iters: 26480, time: 0.629, data: 0.019) G_GAN: 6.704 G_L1: 4.393 D_real: 0.002 D_fake: 0.008 +(epoch: 96, iters: 26580, time: 0.286, data: 0.017) G_GAN: 4.365 G_L1: 4.440 D_real: 0.103 D_fake: 0.029 +(epoch: 96, iters: 26680, time: 0.289, data: 0.017) G_GAN: 5.114 G_L1: 3.236 D_real: 0.027 D_fake: 0.025 +(epoch: 96, iters: 26780, time: 0.298, data: 0.015) G_GAN: 6.240 G_L1: 5.110 D_real: 0.024 D_fake: 0.280 +(epoch: 96, iters: 26880, time: 0.421, data: 0.020) G_GAN: 4.653 G_L1: 3.192 D_real: 0.060 D_fake: 0.025 +(epoch: 96, iters: 26980, time: 0.288, data: 0.018) G_GAN: 4.523 G_L1: 2.502 D_real: 0.016 D_fake: 0.055 +(epoch: 96, iters: 27080, time: 0.303, data: 0.021) G_GAN: 4.070 G_L1: 3.689 D_real: 0.039 D_fake: 0.099 +(epoch: 96, iters: 27180, time: 0.292, data: 0.019) G_GAN: 5.319 G_L1: 3.258 D_real: 0.039 D_fake: 0.025 +(epoch: 96, iters: 27280, time: 0.418, data: 0.018) G_GAN: 5.351 G_L1: 4.756 D_real: 0.014 D_fake: 0.180 +(epoch: 96, iters: 27380, time: 0.297, data: 0.020) G_GAN: 4.581 G_L1: 3.777 D_real: 0.060 D_fake: 0.035 +(epoch: 96, iters: 27480, time: 0.294, data: 0.018) G_GAN: 3.035 G_L1: 3.178 D_real: 0.286 D_fake: 0.255 +(epoch: 96, iters: 27580, time: 0.299, data: 0.017) G_GAN: 5.730 G_L1: 3.256 D_real: 0.027 D_fake: 0.033 +(epoch: 96, iters: 27680, time: 0.401, data: 0.020) G_GAN: 5.720 G_L1: 3.203 D_real: 0.004 D_fake: 0.021 +(epoch: 96, iters: 27780, time: 0.291, data: 0.018) G_GAN: 3.604 G_L1: 3.759 D_real: 0.140 D_fake: 0.104 +(epoch: 96, iters: 27880, time: 0.285, data: 0.019) G_GAN: 4.475 G_L1: 3.062 D_real: 0.238 D_fake: 0.022 +(epoch: 96, iters: 27980, time: 0.293, data: 0.018) G_GAN: 4.886 G_L1: 3.291 D_real: 0.195 D_fake: 0.014 +(epoch: 96, iters: 28080, time: 0.411, data: 0.017) G_GAN: 7.042 G_L1: 3.474 D_real: 0.070 D_fake: 0.006 +(epoch: 96, iters: 28180, time: 0.298, data: 0.018) G_GAN: 5.319 G_L1: 3.930 D_real: 0.075 D_fake: 0.047 +(epoch: 96, iters: 28280, time: 0.291, data: 0.021) G_GAN: 3.803 G_L1: 4.621 D_real: 0.057 D_fake: 0.166 +(epoch: 96, iters: 28380, time: 0.287, data: 0.017) G_GAN: 5.505 G_L1: 4.465 D_real: 0.016 D_fake: 0.021 +(epoch: 96, iters: 28480, time: 0.621, data: 0.018) G_GAN: 4.637 G_L1: 3.825 D_real: 0.056 D_fake: 0.051 +(epoch: 96, iters: 28580, time: 0.291, data: 0.019) G_GAN: 4.107 G_L1: 3.478 D_real: 0.057 D_fake: 0.068 +(epoch: 96, iters: 28680, time: 0.301, data: 0.019) G_GAN: 4.302 G_L1: 3.354 D_real: 0.164 D_fake: 0.031 +(epoch: 96, iters: 28780, time: 0.303, data: 0.023) G_GAN: 6.260 G_L1: 4.502 D_real: 0.000 D_fake: 0.012 +(epoch: 96, iters: 28880, time: 0.419, data: 0.020) G_GAN: 4.082 G_L1: 3.354 D_real: 0.068 D_fake: 0.040 +(epoch: 96, iters: 28980, time: 0.303, data: 0.020) G_GAN: 6.857 G_L1: 3.407 D_real: 0.232 D_fake: 0.010 +(epoch: 96, iters: 29080, time: 0.302, data: 0.020) G_GAN: 4.954 G_L1: 3.413 D_real: 0.124 D_fake: 0.015 +(epoch: 96, iters: 29180, time: 0.303, data: 0.020) G_GAN: 3.823 G_L1: 4.053 D_real: 0.123 D_fake: 0.079 +(epoch: 96, iters: 29280, time: 0.421, data: 0.020) G_GAN: 6.892 G_L1: 5.580 D_real: 0.005 D_fake: 0.013 +(epoch: 96, iters: 29380, time: 0.305, data: 0.021) G_GAN: 4.942 G_L1: 7.131 D_real: 0.001 D_fake: 0.719 +(epoch: 96, iters: 29480, time: 0.298, data: 0.019) G_GAN: 5.196 G_L1: 3.609 D_real: 0.210 D_fake: 0.033 +(epoch: 96, iters: 29580, time: 0.292, data: 0.018) G_GAN: 3.922 G_L1: 2.813 D_real: 0.396 D_fake: 0.051 +(epoch: 96, iters: 29680, time: 0.385, data: 0.022) G_GAN: 5.835 G_L1: 3.757 D_real: 0.006 D_fake: 0.020 +(epoch: 96, iters: 29780, time: 0.300, data: 0.021) G_GAN: 5.293 G_L1: 3.031 D_real: 0.335 D_fake: 0.009 +(epoch: 96, iters: 29880, time: 0.310, data: 0.020) G_GAN: 7.505 G_L1: 5.925 D_real: 0.134 D_fake: 0.022 +(epoch: 96, iters: 29980, time: 0.294, data: 0.022) G_GAN: 4.663 G_L1: 3.106 D_real: 0.059 D_fake: 0.070 +(epoch: 96, iters: 30080, time: 0.377, data: 0.020) G_GAN: 3.046 G_L1: 2.488 D_real: 0.526 D_fake: 0.059 +(epoch: 96, iters: 30180, time: 0.306, data: 0.018) G_GAN: 5.227 G_L1: 3.942 D_real: 0.050 D_fake: 0.105 +(epoch: 96, iters: 30280, time: 0.301, data: 0.021) G_GAN: 5.742 G_L1: 3.556 D_real: 0.014 D_fake: 0.016 +(epoch: 96, iters: 30380, time: 0.307, data: 0.019) G_GAN: 5.743 G_L1: 3.348 D_real: 0.045 D_fake: 0.019 +(epoch: 96, iters: 30480, time: 0.620, data: 0.020) G_GAN: 8.353 G_L1: 4.580 D_real: 0.021 D_fake: 0.001 +(epoch: 96, iters: 30580, time: 0.304, data: 0.022) G_GAN: 4.391 G_L1: 2.694 D_real: 0.250 D_fake: 0.023 +(epoch: 96, iters: 30680, time: 0.305, data: 0.019) G_GAN: 6.118 G_L1: 3.556 D_real: 0.003 D_fake: 0.013 +(epoch: 96, iters: 30780, time: 0.303, data: 0.020) G_GAN: 5.572 G_L1: 2.872 D_real: 0.141 D_fake: 0.032 +(epoch: 96, iters: 30880, time: 0.418, data: 0.019) G_GAN: 6.413 G_L1: 3.439 D_real: 0.061 D_fake: 0.020 +(epoch: 96, iters: 30980, time: 0.308, data: 0.020) G_GAN: 4.111 G_L1: 5.154 D_real: 0.013 D_fake: 0.106 +(epoch: 96, iters: 31080, time: 0.305, data: 0.020) G_GAN: 4.546 G_L1: 3.230 D_real: 0.040 D_fake: 0.047 +(epoch: 96, iters: 31180, time: 0.294, data: 0.021) G_GAN: 4.252 G_L1: 4.231 D_real: 0.041 D_fake: 0.099 +(epoch: 96, iters: 31280, time: 0.406, data: 0.022) G_GAN: 3.946 G_L1: 4.515 D_real: 0.073 D_fake: 0.059 +(epoch: 96, iters: 31380, time: 0.293, data: 0.020) G_GAN: 4.775 G_L1: 3.062 D_real: 0.274 D_fake: 0.045 +(epoch: 96, iters: 31480, time: 0.302, data: 0.019) G_GAN: 5.168 G_L1: 8.818 D_real: 0.000 D_fake: 0.022 +(epoch: 96, iters: 31580, time: 0.310, data: 0.021) G_GAN: 6.792 G_L1: 5.971 D_real: 0.011 D_fake: 0.013 +(epoch: 96, iters: 31680, time: 0.379, data: 0.020) G_GAN: 4.423 G_L1: 3.564 D_real: 0.126 D_fake: 0.078 +(epoch: 96, iters: 31780, time: 0.303, data: 0.019) G_GAN: 6.878 G_L1: 3.640 D_real: 0.001 D_fake: 0.010 +(epoch: 96, iters: 31880, time: 0.304, data: 0.019) G_GAN: 5.190 G_L1: 2.910 D_real: 0.154 D_fake: 0.024 +(epoch: 96, iters: 31980, time: 0.288, data: 0.021) G_GAN: 4.681 G_L1: 4.469 D_real: 0.088 D_fake: 0.027 +(epoch: 96, iters: 32080, time: 0.413, data: 0.018) G_GAN: 3.832 G_L1: 3.189 D_real: 0.023 D_fake: 0.199 +(epoch: 96, iters: 32180, time: 0.291, data: 0.017) G_GAN: 4.739 G_L1: 4.542 D_real: 0.104 D_fake: 0.112 +(epoch: 96, iters: 32280, time: 0.302, data: 0.019) G_GAN: 5.085 G_L1: 3.353 D_real: 0.077 D_fake: 0.149 +(epoch: 96, iters: 32380, time: 0.302, data: 0.019) G_GAN: 6.557 G_L1: 3.082 D_real: 0.007 D_fake: 0.007 +(epoch: 96, iters: 32480, time: 0.625, data: 0.020) G_GAN: 4.870 G_L1: 4.926 D_real: 0.006 D_fake: 0.061 +(epoch: 96, iters: 32580, time: 0.298, data: 0.021) G_GAN: 5.768 G_L1: 5.084 D_real: 0.027 D_fake: 0.038 +(epoch: 96, iters: 32680, time: 0.296, data: 0.020) G_GAN: 3.228 G_L1: 3.499 D_real: 0.046 D_fake: 0.339 +(epoch: 96, iters: 32780, time: 0.295, data: 0.019) G_GAN: 3.558 G_L1: 3.496 D_real: 0.107 D_fake: 0.267 +(epoch: 96, iters: 32880, time: 0.431, data: 0.019) G_GAN: 8.557 G_L1: 6.515 D_real: 0.024 D_fake: 0.006 +(epoch: 96, iters: 32980, time: 0.296, data: 0.024) G_GAN: 3.943 G_L1: 3.391 D_real: 0.005 D_fake: 0.218 +(epoch: 96, iters: 33080, time: 0.299, data: 0.019) G_GAN: 5.155 G_L1: 3.621 D_real: 0.012 D_fake: 0.026 +(epoch: 96, iters: 33180, time: 0.305, data: 0.019) G_GAN: 4.710 G_L1: 2.436 D_real: 0.033 D_fake: 0.110 +(epoch: 96, iters: 33280, time: 0.393, data: 0.020) G_GAN: 5.770 G_L1: 3.106 D_real: 0.111 D_fake: 0.012 +(epoch: 96, iters: 33380, time: 0.295, data: 0.019) G_GAN: 4.101 G_L1: 4.038 D_real: 0.100 D_fake: 0.036 +(epoch: 96, iters: 33480, time: 0.300, data: 0.019) G_GAN: 3.129 G_L1: 3.250 D_real: 0.394 D_fake: 0.093 +(epoch: 96, iters: 33580, time: 0.302, data: 0.020) G_GAN: 4.396 G_L1: 3.664 D_real: 0.021 D_fake: 0.054 +(epoch: 96, iters: 33680, time: 0.410, data: 0.019) G_GAN: 3.756 G_L1: 3.044 D_real: 0.073 D_fake: 0.229 +(epoch: 96, iters: 33780, time: 0.301, data: 0.020) G_GAN: 5.180 G_L1: 3.677 D_real: 0.117 D_fake: 0.069 +(epoch: 96, iters: 33880, time: 0.306, data: 0.020) G_GAN: 5.913 G_L1: 3.308 D_real: 0.401 D_fake: 0.008 +(epoch: 96, iters: 33980, time: 0.301, data: 0.022) G_GAN: 4.984 G_L1: 4.738 D_real: 0.020 D_fake: 0.024 +(epoch: 96, iters: 34080, time: 0.414, data: 0.019) G_GAN: 4.875 G_L1: 6.073 D_real: 0.076 D_fake: 0.078 +(epoch: 96, iters: 34180, time: 0.302, data: 0.019) G_GAN: 3.487 G_L1: 3.027 D_real: 0.011 D_fake: 0.183 +(epoch: 96, iters: 34280, time: 0.295, data: 0.022) G_GAN: 4.131 G_L1: 2.912 D_real: 0.036 D_fake: 0.186 +(epoch: 96, iters: 34380, time: 0.297, data: 0.020) G_GAN: 3.994 G_L1: 4.384 D_real: 0.029 D_fake: 0.200 +(epoch: 96, iters: 34480, time: 0.650, data: 0.019) G_GAN: 4.388 G_L1: 4.864 D_real: 0.160 D_fake: 0.133 +(epoch: 96, iters: 34580, time: 0.303, data: 0.021) G_GAN: 5.261 G_L1: 5.417 D_real: 0.110 D_fake: 0.056 +(epoch: 96, iters: 34680, time: 0.294, data: 0.020) G_GAN: 4.210 G_L1: 3.997 D_real: 0.133 D_fake: 0.524 +(epoch: 96, iters: 34780, time: 0.292, data: 0.019) G_GAN: 4.902 G_L1: 4.159 D_real: 0.670 D_fake: 0.008 +(epoch: 96, iters: 34880, time: 0.419, data: 0.019) G_GAN: 5.332 G_L1: 4.737 D_real: 0.030 D_fake: 0.015 +(epoch: 96, iters: 34980, time: 0.304, data: 0.019) G_GAN: 7.496 G_L1: 4.708 D_real: 0.047 D_fake: 0.008 +(epoch: 96, iters: 35080, time: 0.305, data: 0.020) G_GAN: 4.446 G_L1: 4.419 D_real: 0.064 D_fake: 0.081 +(epoch: 96, iters: 35180, time: 0.302, data: 0.019) G_GAN: 5.639 G_L1: 3.720 D_real: 0.286 D_fake: 0.036 +(epoch: 96, iters: 35280, time: 0.424, data: 0.021) G_GAN: 3.694 G_L1: 3.307 D_real: 0.218 D_fake: 0.074 +(epoch: 96, iters: 35380, time: 0.306, data: 0.021) G_GAN: 5.384 G_L1: 4.589 D_real: 0.144 D_fake: 0.018 +(epoch: 96, iters: 35480, time: 0.288, data: 0.020) G_GAN: 5.566 G_L1: 3.055 D_real: 0.027 D_fake: 0.059 +(epoch: 96, iters: 35580, time: 0.294, data: 0.019) G_GAN: 3.309 G_L1: 1.601 D_real: 1.626 D_fake: 0.031 +(epoch: 96, iters: 35680, time: 0.420, data: 0.020) G_GAN: 3.671 G_L1: 2.737 D_real: 0.202 D_fake: 0.088 +(epoch: 96, iters: 35780, time: 0.306, data: 0.021) G_GAN: 5.671 G_L1: 3.249 D_real: 0.021 D_fake: 0.027 +(epoch: 96, iters: 35880, time: 0.306, data: 0.022) G_GAN: 5.122 G_L1: 4.291 D_real: 0.172 D_fake: 0.015 +(epoch: 96, iters: 35980, time: 0.308, data: 0.020) G_GAN: 4.062 G_L1: 3.361 D_real: 0.246 D_fake: 0.062 +(epoch: 96, iters: 36080, time: 0.419, data: 0.020) G_GAN: 3.842 G_L1: 2.232 D_real: 0.053 D_fake: 0.076 +(epoch: 96, iters: 36180, time: 0.307, data: 0.020) G_GAN: 4.005 G_L1: 4.008 D_real: 0.006 D_fake: 0.137 +(epoch: 96, iters: 36280, time: 0.305, data: 0.020) G_GAN: 3.764 G_L1: 4.386 D_real: 0.003 D_fake: 0.190 +(epoch: 96, iters: 36380, time: 0.291, data: 0.019) G_GAN: 4.508 G_L1: 5.478 D_real: 0.129 D_fake: 0.129 +(epoch: 96, iters: 36480, time: 0.615, data: 0.020) G_GAN: 5.649 G_L1: 3.382 D_real: 0.402 D_fake: 0.005 +(epoch: 96, iters: 36580, time: 0.299, data: 0.020) G_GAN: 3.179 G_L1: 3.113 D_real: 0.018 D_fake: 0.248 +(epoch: 96, iters: 36680, time: 0.300, data: 0.020) G_GAN: 6.267 G_L1: 3.737 D_real: 0.115 D_fake: 0.020 +(epoch: 96, iters: 36780, time: 0.307, data: 0.019) G_GAN: 3.584 G_L1: 3.037 D_real: 0.015 D_fake: 0.109 +(epoch: 96, iters: 36880, time: 0.421, data: 0.020) G_GAN: 5.244 G_L1: 3.920 D_real: 0.004 D_fake: 0.020 +(epoch: 96, iters: 36980, time: 0.301, data: 0.020) G_GAN: 3.626 G_L1: 7.172 D_real: 0.152 D_fake: 0.075 +(epoch: 96, iters: 37080, time: 0.303, data: 0.021) G_GAN: 4.178 G_L1: 4.033 D_real: 0.044 D_fake: 0.076 +(epoch: 96, iters: 37180, time: 0.308, data: 0.020) G_GAN: 4.336 G_L1: 3.662 D_real: 0.135 D_fake: 0.050 +(epoch: 96, iters: 37280, time: 0.424, data: 0.020) G_GAN: 3.460 G_L1: 3.166 D_real: 0.108 D_fake: 0.097 +(epoch: 96, iters: 37380, time: 0.304, data: 0.021) G_GAN: 6.090 G_L1: 4.793 D_real: 0.003 D_fake: 0.015 +(epoch: 96, iters: 37480, time: 0.298, data: 0.021) G_GAN: 7.061 G_L1: 5.374 D_real: 0.001 D_fake: 0.006 +(epoch: 96, iters: 37580, time: 0.306, data: 0.022) G_GAN: 5.687 G_L1: 4.356 D_real: 0.027 D_fake: 0.048 +(epoch: 96, iters: 37680, time: 0.397, data: 0.020) G_GAN: 4.928 G_L1: 2.218 D_real: 0.049 D_fake: 0.059 +(epoch: 96, iters: 37780, time: 0.295, data: 0.018) G_GAN: 4.305 G_L1: 3.468 D_real: 0.104 D_fake: 0.040 +(epoch: 96, iters: 37880, time: 0.306, data: 0.019) G_GAN: 5.231 G_L1: 4.145 D_real: 0.021 D_fake: 0.023 +(epoch: 96, iters: 37980, time: 0.305, data: 0.023) G_GAN: 3.475 G_L1: 3.431 D_real: 0.050 D_fake: 0.221 +(epoch: 96, iters: 38080, time: 0.416, data: 0.019) G_GAN: 5.013 G_L1: 4.023 D_real: 0.084 D_fake: 0.063 +(epoch: 96, iters: 38180, time: 0.302, data: 0.020) G_GAN: 5.930 G_L1: 4.013 D_real: 0.026 D_fake: 0.220 +(epoch: 96, iters: 38280, time: 0.304, data: 0.020) G_GAN: 6.908 G_L1: 4.588 D_real: 0.042 D_fake: 0.012 +(epoch: 96, iters: 38380, time: 0.298, data: 0.020) G_GAN: 5.705 G_L1: 5.416 D_real: 0.181 D_fake: 0.029 +(epoch: 96, iters: 38480, time: 0.633, data: 0.019) G_GAN: 5.488 G_L1: 3.991 D_real: 0.113 D_fake: 0.019 +(epoch: 96, iters: 38580, time: 0.299, data: 0.021) G_GAN: 4.697 G_L1: 4.563 D_real: 0.227 D_fake: 0.032 +(epoch: 96, iters: 38680, time: 0.294, data: 0.020) G_GAN: 3.664 G_L1: 4.415 D_real: 0.003 D_fake: 0.442 +(epoch: 96, iters: 38780, time: 0.307, data: 0.022) G_GAN: 4.419 G_L1: 3.721 D_real: 0.437 D_fake: 0.063 +(epoch: 96, iters: 38880, time: 0.412, data: 0.019) G_GAN: 5.557 G_L1: 3.951 D_real: 0.304 D_fake: 0.147 +(epoch: 96, iters: 38980, time: 0.302, data: 0.019) G_GAN: 5.748 G_L1: 3.493 D_real: 0.038 D_fake: 0.104 +(epoch: 96, iters: 39080, time: 0.306, data: 0.021) G_GAN: 4.766 G_L1: 3.696 D_real: 0.152 D_fake: 0.142 +(epoch: 96, iters: 39180, time: 0.310, data: 0.020) G_GAN: 4.833 G_L1: 5.384 D_real: 0.001 D_fake: 0.057 +(epoch: 96, iters: 39280, time: 0.413, data: 0.029) G_GAN: 5.524 G_L1: 3.970 D_real: 0.028 D_fake: 0.010 +(epoch: 96, iters: 39380, time: 0.300, data: 0.019) G_GAN: 6.164 G_L1: 2.821 D_real: 0.074 D_fake: 0.005 +(epoch: 96, iters: 39480, time: 0.290, data: 0.019) G_GAN: 4.039 G_L1: 3.453 D_real: 0.072 D_fake: 0.039 +(epoch: 96, iters: 39580, time: 0.304, data: 0.020) G_GAN: 3.424 G_L1: 4.040 D_real: 0.004 D_fake: 0.324 +(epoch: 96, iters: 39680, time: 0.414, data: 0.020) G_GAN: 4.298 G_L1: 4.398 D_real: 0.016 D_fake: 0.319 +(epoch: 96, iters: 39780, time: 0.297, data: 0.020) G_GAN: 5.625 G_L1: 3.142 D_real: 0.064 D_fake: 0.057 +(epoch: 96, iters: 39880, time: 0.289, data: 0.020) G_GAN: 6.106 G_L1: 5.166 D_real: 0.008 D_fake: 0.019 +(epoch: 96, iters: 39980, time: 0.299, data: 0.019) G_GAN: 4.256 G_L1: 3.446 D_real: 0.000 D_fake: 0.087 +(epoch: 96, iters: 40080, time: 0.423, data: 0.020) G_GAN: 5.621 G_L1: 3.759 D_real: 0.047 D_fake: 0.011 +(epoch: 96, iters: 40180, time: 0.294, data: 0.018) G_GAN: 4.560 G_L1: 3.576 D_real: 0.009 D_fake: 0.047 +(epoch: 96, iters: 40280, time: 0.301, data: 0.022) G_GAN: 5.420 G_L1: 4.000 D_real: 0.096 D_fake: 0.014 +(epoch: 96, iters: 40380, time: 0.303, data: 0.021) G_GAN: 7.234 G_L1: 3.571 D_real: 0.004 D_fake: 0.021 +(epoch: 96, iters: 40480, time: 0.640, data: 0.019) G_GAN: 3.669 G_L1: 5.468 D_real: 0.350 D_fake: 0.049 +(epoch: 96, iters: 40580, time: 0.298, data: 0.020) G_GAN: 5.142 G_L1: 5.269 D_real: 0.062 D_fake: 0.076 +(epoch: 96, iters: 40680, time: 0.301, data: 0.019) G_GAN: 5.880 G_L1: 4.416 D_real: 0.025 D_fake: 0.008 +(epoch: 96, iters: 40780, time: 0.301, data: 0.020) G_GAN: 5.978 G_L1: 3.888 D_real: 0.063 D_fake: 0.027 +(epoch: 96, iters: 40880, time: 0.413, data: 0.020) G_GAN: 5.079 G_L1: 4.219 D_real: 0.163 D_fake: 0.092 +(epoch: 96, iters: 40980, time: 0.301, data: 0.019) G_GAN: 3.159 G_L1: 4.481 D_real: 0.000 D_fake: 0.258 +(epoch: 96, iters: 41080, time: 0.300, data: 0.022) G_GAN: 3.825 G_L1: 3.772 D_real: 0.027 D_fake: 0.164 +(epoch: 96, iters: 41180, time: 0.293, data: 0.022) G_GAN: 5.507 G_L1: 4.069 D_real: 0.047 D_fake: 0.221 +(epoch: 96, iters: 41280, time: 0.413, data: 0.020) G_GAN: 6.409 G_L1: 6.272 D_real: 0.028 D_fake: 0.012 +(epoch: 96, iters: 41380, time: 0.296, data: 0.019) G_GAN: 5.201 G_L1: 4.786 D_real: 0.078 D_fake: 0.026 +(epoch: 96, iters: 41480, time: 0.291, data: 0.019) G_GAN: 4.397 G_L1: 7.332 D_real: 0.058 D_fake: 0.048 +(epoch: 96, iters: 41580, time: 0.303, data: 0.019) G_GAN: 7.401 G_L1: 4.335 D_real: 0.000 D_fake: 0.009 +(epoch: 96, iters: 41680, time: 0.414, data: 0.019) G_GAN: 4.943 G_L1: 3.105 D_real: 0.008 D_fake: 0.017 +(epoch: 96, iters: 41780, time: 0.299, data: 0.019) G_GAN: 4.888 G_L1: 5.338 D_real: 0.003 D_fake: 0.042 +(epoch: 96, iters: 41880, time: 0.300, data: 0.019) G_GAN: 4.703 G_L1: 4.233 D_real: 0.036 D_fake: 0.063 +(epoch: 96, iters: 41980, time: 0.299, data: 0.019) G_GAN: 4.350 G_L1: 2.439 D_real: 0.281 D_fake: 0.044 +(epoch: 96, iters: 42080, time: 0.430, data: 0.020) G_GAN: 2.508 G_L1: 3.266 D_real: 0.669 D_fake: 0.106 +(epoch: 96, iters: 42180, time: 0.301, data: 0.020) G_GAN: 5.609 G_L1: 3.832 D_real: 0.191 D_fake: 0.009 +(epoch: 96, iters: 42280, time: 0.298, data: 0.019) G_GAN: 3.642 G_L1: 3.639 D_real: 0.302 D_fake: 0.109 +(epoch: 96, iters: 42380, time: 0.303, data: 0.020) G_GAN: 5.032 G_L1: 3.281 D_real: 0.003 D_fake: 0.122 +(epoch: 96, iters: 42480, time: 0.625, data: 0.018) G_GAN: 5.138 G_L1: 2.910 D_real: 0.072 D_fake: 0.019 +(epoch: 96, iters: 42580, time: 0.289, data: 0.019) G_GAN: 5.146 G_L1: 3.445 D_real: 0.014 D_fake: 0.403 +(epoch: 96, iters: 42680, time: 0.297, data: 0.020) G_GAN: 5.650 G_L1: 5.845 D_real: 0.000 D_fake: 0.017 +(epoch: 96, iters: 42780, time: 0.299, data: 0.020) G_GAN: 4.091 G_L1: 3.731 D_real: 0.129 D_fake: 0.236 +(epoch: 96, iters: 42880, time: 0.380, data: 0.018) G_GAN: 4.957 G_L1: 5.724 D_real: 0.065 D_fake: 0.258 +(epoch: 96, iters: 42980, time: 0.300, data: 0.019) G_GAN: 4.009 G_L1: 4.100 D_real: 0.206 D_fake: 0.073 +(epoch: 96, iters: 43080, time: 0.291, data: 0.019) G_GAN: 5.237 G_L1: 4.391 D_real: 0.007 D_fake: 0.026 +(epoch: 96, iters: 43180, time: 0.301, data: 0.018) G_GAN: 6.475 G_L1: 3.578 D_real: 0.056 D_fake: 0.018 +(epoch: 96, iters: 43280, time: 0.416, data: 0.019) G_GAN: 8.359 G_L1: 4.838 D_real: 0.003 D_fake: 0.002 +(epoch: 96, iters: 43380, time: 0.302, data: 0.020) G_GAN: 5.403 G_L1: 3.820 D_real: 0.063 D_fake: 0.024 +(epoch: 96, iters: 43480, time: 0.301, data: 0.020) G_GAN: 4.073 G_L1: 3.576 D_real: 0.031 D_fake: 0.057 +(epoch: 96, iters: 43580, time: 0.301, data: 0.020) G_GAN: 4.738 G_L1: 3.556 D_real: 0.002 D_fake: 0.022 +(epoch: 96, iters: 43680, time: 0.407, data: 0.019) G_GAN: 5.193 G_L1: 3.218 D_real: 0.189 D_fake: 0.035 +(epoch: 96, iters: 43780, time: 0.299, data: 0.019) G_GAN: 3.785 G_L1: 3.318 D_real: 0.133 D_fake: 0.100 +(epoch: 96, iters: 43880, time: 0.292, data: 0.020) G_GAN: 3.996 G_L1: 3.175 D_real: 0.117 D_fake: 0.022 +(epoch: 96, iters: 43980, time: 0.299, data: 0.017) G_GAN: 5.862 G_L1: 4.119 D_real: 0.005 D_fake: 0.019 +(epoch: 96, iters: 44080, time: 0.400, data: 0.020) G_GAN: 4.906 G_L1: 4.076 D_real: 0.032 D_fake: 0.095 +(epoch: 96, iters: 44180, time: 0.299, data: 0.021) G_GAN: 5.104 G_L1: 3.462 D_real: 0.025 D_fake: 0.026 +(epoch: 96, iters: 44280, time: 0.298, data: 0.019) G_GAN: 4.735 G_L1: 6.104 D_real: 0.116 D_fake: 0.119 +(epoch: 96, iters: 44380, time: 0.292, data: 0.021) G_GAN: 4.922 G_L1: 4.574 D_real: 0.128 D_fake: 0.035 +(epoch: 96, iters: 44480, time: 0.635, data: 0.017) G_GAN: 6.790 G_L1: 5.710 D_real: 0.004 D_fake: 0.006 +(epoch: 96, iters: 44580, time: 0.298, data: 0.017) G_GAN: 5.371 G_L1: 3.749 D_real: 0.003 D_fake: 0.027 +(epoch: 96, iters: 44680, time: 0.279, data: 0.019) G_GAN: 4.931 G_L1: 2.995 D_real: 0.011 D_fake: 0.140 +(epoch: 96, iters: 44780, time: 0.298, data: 0.020) G_GAN: 5.704 G_L1: 2.875 D_real: 0.010 D_fake: 0.015 +(epoch: 96, iters: 44880, time: 0.369, data: 0.020) G_GAN: 5.423 G_L1: 2.335 D_real: 0.097 D_fake: 0.017 +(epoch: 96, iters: 44980, time: 0.302, data: 0.019) G_GAN: 5.279 G_L1: 3.912 D_real: 0.037 D_fake: 0.144 +(epoch: 96, iters: 45080, time: 0.296, data: 0.019) G_GAN: 4.550 G_L1: 2.658 D_real: 0.022 D_fake: 0.049 +(epoch: 96, iters: 45180, time: 0.289, data: 0.018) G_GAN: 4.636 G_L1: 4.937 D_real: 0.150 D_fake: 0.030 +(epoch: 96, iters: 45280, time: 0.417, data: 0.018) G_GAN: 4.334 G_L1: 3.720 D_real: 0.024 D_fake: 0.065 +(epoch: 96, iters: 45380, time: 0.293, data: 0.021) G_GAN: 5.020 G_L1: 5.272 D_real: 0.092 D_fake: 0.075 +(epoch: 96, iters: 45480, time: 0.296, data: 0.019) G_GAN: 5.403 G_L1: 4.892 D_real: 0.145 D_fake: 0.098 +(epoch: 96, iters: 45580, time: 0.298, data: 0.019) G_GAN: 4.334 G_L1: 3.774 D_real: 0.000 D_fake: 0.081 +(epoch: 96, iters: 45680, time: 0.364, data: 0.020) G_GAN: 4.460 G_L1: 3.460 D_real: 0.146 D_fake: 0.040 +(epoch: 96, iters: 45780, time: 0.293, data: 0.019) G_GAN: 6.684 G_L1: 3.957 D_real: 0.068 D_fake: 0.007 +(epoch: 96, iters: 45880, time: 0.304, data: 0.019) G_GAN: 6.602 G_L1: 4.761 D_real: 0.014 D_fake: 0.004 +(epoch: 96, iters: 45980, time: 0.297, data: 0.019) G_GAN: 3.707 G_L1: 2.796 D_real: 0.016 D_fake: 0.294 +(epoch: 96, iters: 46080, time: 0.410, data: 0.021) G_GAN: 5.951 G_L1: 4.396 D_real: 0.002 D_fake: 0.021 +(epoch: 96, iters: 46180, time: 0.295, data: 0.018) G_GAN: 4.609 G_L1: 3.505 D_real: 0.026 D_fake: 0.177 +(epoch: 96, iters: 46280, time: 0.291, data: 0.018) G_GAN: 4.149 G_L1: 3.935 D_real: 0.074 D_fake: 0.154 +(epoch: 96, iters: 46380, time: 0.295, data: 0.018) G_GAN: 4.532 G_L1: 2.942 D_real: 0.329 D_fake: 0.020 +(epoch: 96, iters: 46480, time: 0.620, data: 0.018) G_GAN: 4.631 G_L1: 3.161 D_real: 0.052 D_fake: 0.071 +(epoch: 96, iters: 46580, time: 0.294, data: 0.017) G_GAN: 6.750 G_L1: 3.013 D_real: 0.108 D_fake: 0.005 +(epoch: 96, iters: 46680, time: 0.297, data: 0.019) G_GAN: 4.526 G_L1: 3.791 D_real: 0.001 D_fake: 0.046 +(epoch: 96, iters: 46780, time: 0.282, data: 0.019) G_GAN: 3.746 G_L1: 1.811 D_real: 0.243 D_fake: 0.058 +(epoch: 96, iters: 46880, time: 0.404, data: 0.018) G_GAN: 5.217 G_L1: 4.464 D_real: 0.000 D_fake: 0.023 +(epoch: 96, iters: 46980, time: 0.288, data: 0.017) G_GAN: 4.389 G_L1: 4.308 D_real: 0.008 D_fake: 0.057 +(epoch: 96, iters: 47080, time: 0.294, data: 0.019) G_GAN: 5.455 G_L1: 3.821 D_real: 0.023 D_fake: 0.013 +(epoch: 96, iters: 47180, time: 0.294, data: 0.018) G_GAN: 7.005 G_L1: 3.917 D_real: 0.058 D_fake: 0.439 +(epoch: 96, iters: 47280, time: 0.399, data: 0.020) G_GAN: 4.092 G_L1: 3.147 D_real: 0.102 D_fake: 0.175 +(epoch: 96, iters: 47380, time: 0.295, data: 0.017) G_GAN: 5.589 G_L1: 3.514 D_real: 0.016 D_fake: 0.081 +(epoch: 96, iters: 47480, time: 0.294, data: 0.019) G_GAN: 8.830 G_L1: 3.892 D_real: 0.011 D_fake: 0.005 +(epoch: 96, iters: 47580, time: 0.291, data: 0.018) G_GAN: 7.811 G_L1: 4.834 D_real: 0.001 D_fake: 0.004 +(epoch: 96, iters: 47680, time: 0.402, data: 0.019) G_GAN: 7.130 G_L1: 6.375 D_real: 0.002 D_fake: 0.031 +(epoch: 96, iters: 47780, time: 0.298, data: 0.018) G_GAN: 4.935 G_L1: 5.472 D_real: 0.011 D_fake: 0.080 +(epoch: 96, iters: 47880, time: 0.290, data: 0.021) G_GAN: 5.335 G_L1: 5.181 D_real: 0.000 D_fake: 0.172 +(epoch: 96, iters: 47980, time: 0.288, data: 0.018) G_GAN: 5.153 G_L1: 4.072 D_real: 0.503 D_fake: 0.022 +(epoch: 96, iters: 48080, time: 0.430, data: 0.022) G_GAN: 3.286 G_L1: 4.087 D_real: 0.007 D_fake: 0.362 +(epoch: 96, iters: 48180, time: 0.297, data: 0.019) G_GAN: 5.163 G_L1: 4.872 D_real: 0.000 D_fake: 0.216 +(epoch: 96, iters: 48280, time: 0.286, data: 0.019) G_GAN: 5.679 G_L1: 3.009 D_real: 0.120 D_fake: 0.094 +(epoch: 96, iters: 48380, time: 0.292, data: 0.020) G_GAN: 6.181 G_L1: 5.220 D_real: 0.001 D_fake: 0.034 +(epoch: 96, iters: 48480, time: 0.635, data: 0.021) G_GAN: 5.308 G_L1: 3.483 D_real: 0.013 D_fake: 0.043 +(epoch: 96, iters: 48580, time: 0.303, data: 0.021) G_GAN: 7.288 G_L1: 6.446 D_real: 0.003 D_fake: 0.036 +(epoch: 96, iters: 48680, time: 0.308, data: 0.021) G_GAN: 4.704 G_L1: 4.107 D_real: 0.007 D_fake: 0.184 +(epoch: 96, iters: 48780, time: 0.299, data: 0.019) G_GAN: 5.996 G_L1: 3.784 D_real: 0.060 D_fake: 0.020 +(epoch: 96, iters: 48880, time: 0.413, data: 0.018) G_GAN: 5.373 G_L1: 3.135 D_real: 0.000 D_fake: 0.032 +(epoch: 96, iters: 48980, time: 0.295, data: 0.018) G_GAN: 4.424 G_L1: 4.860 D_real: 0.004 D_fake: 0.069 +(epoch: 96, iters: 49080, time: 0.293, data: 0.026) G_GAN: 6.836 G_L1: 3.409 D_real: 0.066 D_fake: 0.011 +(epoch: 96, iters: 49180, time: 0.296, data: 0.019) G_GAN: 5.036 G_L1: 3.866 D_real: 0.204 D_fake: 0.023 +(epoch: 96, iters: 49280, time: 0.413, data: 0.019) G_GAN: 4.202 G_L1: 3.818 D_real: 0.043 D_fake: 0.066 +(epoch: 96, iters: 49380, time: 0.303, data: 0.020) G_GAN: 5.116 G_L1: 3.695 D_real: 0.063 D_fake: 0.014 +(epoch: 96, iters: 49480, time: 0.290, data: 0.019) G_GAN: 6.830 G_L1: 3.973 D_real: 0.013 D_fake: 0.010 +(epoch: 96, iters: 49580, time: 0.299, data: 0.020) G_GAN: 4.521 G_L1: 2.975 D_real: 0.031 D_fake: 0.088 +(epoch: 96, iters: 49680, time: 0.389, data: 0.020) G_GAN: 5.554 G_L1: 3.665 D_real: 0.001 D_fake: 0.016 +(epoch: 96, iters: 49780, time: 0.302, data: 0.018) G_GAN: 5.866 G_L1: 4.541 D_real: 0.004 D_fake: 0.133 +(epoch: 96, iters: 49880, time: 0.293, data: 0.020) G_GAN: 4.980 G_L1: 2.848 D_real: 0.014 D_fake: 0.048 +(epoch: 96, iters: 49980, time: 0.303, data: 0.018) G_GAN: 4.273 G_L1: 3.155 D_real: 0.041 D_fake: 0.038 +(epoch: 96, iters: 50080, time: 0.388, data: 0.019) G_GAN: 5.496 G_L1: 3.035 D_real: 0.030 D_fake: 0.102 +(epoch: 96, iters: 50180, time: 0.302, data: 0.022) G_GAN: 4.008 G_L1: 3.420 D_real: 0.064 D_fake: 0.160 +(epoch: 96, iters: 50280, time: 0.294, data: 0.020) G_GAN: 7.128 G_L1: 3.209 D_real: 0.005 D_fake: 0.030 +(epoch: 96, iters: 50380, time: 0.304, data: 0.019) G_GAN: 4.001 G_L1: 3.463 D_real: 0.048 D_fake: 0.154 +(epoch: 96, iters: 50480, time: 0.641, data: 0.020) G_GAN: 4.568 G_L1: 5.376 D_real: 0.303 D_fake: 0.048 +(epoch: 96, iters: 50580, time: 0.291, data: 0.019) G_GAN: 4.561 G_L1: 3.320 D_real: 0.244 D_fake: 0.016 +(epoch: 96, iters: 50680, time: 0.305, data: 0.019) G_GAN: 4.114 G_L1: 2.870 D_real: 0.037 D_fake: 0.229 +(epoch: 96, iters: 50780, time: 0.305, data: 0.020) G_GAN: 4.096 G_L1: 3.991 D_real: 0.060 D_fake: 0.099 +(epoch: 96, iters: 50880, time: 0.415, data: 0.020) G_GAN: 5.056 G_L1: 3.921 D_real: 0.009 D_fake: 0.093 +(epoch: 96, iters: 50980, time: 0.292, data: 0.018) G_GAN: 5.769 G_L1: 4.537 D_real: 0.004 D_fake: 0.014 +(epoch: 96, iters: 51080, time: 0.299, data: 0.019) G_GAN: 5.252 G_L1: 3.650 D_real: 0.213 D_fake: 0.040 +(epoch: 96, iters: 51180, time: 0.304, data: 0.022) G_GAN: 5.350 G_L1: 3.761 D_real: 0.018 D_fake: 0.014 +(epoch: 96, iters: 51280, time: 0.421, data: 0.021) G_GAN: 3.761 G_L1: 3.291 D_real: 0.438 D_fake: 0.067 +(epoch: 96, iters: 51380, time: 0.298, data: 0.019) G_GAN: 5.211 G_L1: 5.177 D_real: 0.134 D_fake: 0.034 +(epoch: 96, iters: 51480, time: 0.297, data: 0.020) G_GAN: 4.001 G_L1: 4.660 D_real: 0.129 D_fake: 0.053 +(epoch: 96, iters: 51580, time: 0.297, data: 0.019) G_GAN: 3.976 G_L1: 3.505 D_real: 0.059 D_fake: 0.110 +(epoch: 96, iters: 51680, time: 0.405, data: 0.020) G_GAN: 5.460 G_L1: 4.172 D_real: 0.005 D_fake: 0.124 +(epoch: 96, iters: 51780, time: 0.302, data: 0.019) G_GAN: 3.924 G_L1: 4.842 D_real: 0.076 D_fake: 0.096 +(epoch: 96, iters: 51880, time: 0.298, data: 0.020) G_GAN: 4.800 G_L1: 3.056 D_real: 0.058 D_fake: 0.030 +(epoch: 96, iters: 51980, time: 0.302, data: 0.020) G_GAN: 4.428 G_L1: 3.961 D_real: 0.161 D_fake: 0.031 +(epoch: 96, iters: 52080, time: 0.427, data: 0.019) G_GAN: 4.047 G_L1: 2.756 D_real: 0.019 D_fake: 0.221 +(epoch: 96, iters: 52180, time: 0.299, data: 0.019) G_GAN: 4.341 G_L1: 3.676 D_real: 0.022 D_fake: 0.099 +(epoch: 96, iters: 52280, time: 0.299, data: 0.019) G_GAN: 5.437 G_L1: 4.875 D_real: 0.019 D_fake: 0.031 +(epoch: 96, iters: 52380, time: 0.306, data: 0.020) G_GAN: 5.781 G_L1: 3.343 D_real: 0.392 D_fake: 0.015 +(epoch: 96, iters: 52480, time: 0.661, data: 0.019) G_GAN: 5.280 G_L1: 3.568 D_real: 0.167 D_fake: 0.035 +(epoch: 96, iters: 52580, time: 0.291, data: 0.019) G_GAN: 4.081 G_L1: 3.343 D_real: 0.100 D_fake: 0.114 +(epoch: 96, iters: 52680, time: 0.299, data: 0.018) G_GAN: 4.163 G_L1: 3.809 D_real: 0.880 D_fake: 0.148 +(epoch: 96, iters: 52780, time: 0.305, data: 0.020) G_GAN: 4.990 G_L1: 4.232 D_real: 0.065 D_fake: 0.022 +(epoch: 96, iters: 52880, time: 0.388, data: 0.019) G_GAN: 4.676 G_L1: 3.852 D_real: 0.010 D_fake: 0.047 +(epoch: 96, iters: 52980, time: 0.294, data: 0.018) G_GAN: 3.793 G_L1: 2.929 D_real: 0.098 D_fake: 0.109 +(epoch: 96, iters: 53080, time: 0.302, data: 0.019) G_GAN: 4.043 G_L1: 2.632 D_real: 0.015 D_fake: 0.328 +(epoch: 96, iters: 53180, time: 0.287, data: 0.020) G_GAN: 4.180 G_L1: 3.958 D_real: 0.031 D_fake: 0.195 +(epoch: 96, iters: 53280, time: 0.387, data: 0.018) G_GAN: 4.820 G_L1: 2.121 D_real: 0.476 D_fake: 0.049 +(epoch: 96, iters: 53380, time: 0.303, data: 0.019) G_GAN: 3.989 G_L1: 4.586 D_real: 0.009 D_fake: 0.084 +(epoch: 96, iters: 53480, time: 0.306, data: 0.019) G_GAN: 4.204 G_L1: 2.925 D_real: 0.412 D_fake: 0.055 +(epoch: 96, iters: 53580, time: 0.304, data: 0.021) G_GAN: 5.116 G_L1: 4.393 D_real: 0.000 D_fake: 0.028 +(epoch: 96, iters: 53680, time: 0.406, data: 0.021) G_GAN: 3.724 G_L1: 2.592 D_real: 0.335 D_fake: 0.218 +(epoch: 96, iters: 53780, time: 0.300, data: 0.019) G_GAN: 5.075 G_L1: 5.184 D_real: 0.023 D_fake: 1.248 +(epoch: 96, iters: 53880, time: 0.297, data: 0.020) G_GAN: 3.639 G_L1: 2.794 D_real: 0.006 D_fake: 0.142 +(epoch: 96, iters: 53980, time: 0.302, data: 0.019) G_GAN: 4.905 G_L1: 3.331 D_real: 0.000 D_fake: 0.024 +(epoch: 96, iters: 54080, time: 0.423, data: 0.021) G_GAN: 5.060 G_L1: 5.495 D_real: 0.003 D_fake: 0.049 +(epoch: 96, iters: 54180, time: 0.304, data: 0.021) G_GAN: 4.914 G_L1: 4.973 D_real: 0.010 D_fake: 0.052 +(epoch: 96, iters: 54280, time: 0.302, data: 0.021) G_GAN: 3.974 G_L1: 5.138 D_real: 0.038 D_fake: 0.081 +(epoch: 96, iters: 54380, time: 0.298, data: 0.020) G_GAN: 4.425 G_L1: 3.700 D_real: 0.105 D_fake: 0.070 +(epoch: 96, iters: 54480, time: 0.608, data: 0.020) G_GAN: 9.038 G_L1: 4.448 D_real: 0.030 D_fake: 0.001 +(epoch: 96, iters: 54580, time: 0.286, data: 0.018) G_GAN: 3.870 G_L1: 3.370 D_real: 0.061 D_fake: 0.140 +(epoch: 96, iters: 54680, time: 0.298, data: 0.017) G_GAN: 6.549 G_L1: 5.253 D_real: 0.002 D_fake: 0.067 +(epoch: 96, iters: 54780, time: 0.294, data: 0.020) G_GAN: 7.268 G_L1: 5.993 D_real: 0.001 D_fake: 0.006 +(epoch: 96, iters: 54880, time: 0.421, data: 0.017) G_GAN: 4.734 G_L1: 2.776 D_real: 0.245 D_fake: 0.025 +(epoch: 96, iters: 54980, time: 0.297, data: 0.019) G_GAN: 8.019 G_L1: 4.417 D_real: 0.023 D_fake: 0.004 +(epoch: 96, iters: 55080, time: 0.299, data: 0.018) G_GAN: 7.405 G_L1: 5.132 D_real: 0.057 D_fake: 0.025 +(epoch: 96, iters: 55180, time: 0.295, data: 0.018) G_GAN: 5.620 G_L1: 2.754 D_real: 0.082 D_fake: 0.021 +(epoch: 96, iters: 55280, time: 0.425, data: 0.019) G_GAN: 6.241 G_L1: 4.955 D_real: 0.035 D_fake: 0.017 +(epoch: 96, iters: 55380, time: 0.297, data: 0.019) G_GAN: 5.289 G_L1: 3.761 D_real: 0.010 D_fake: 0.065 +(epoch: 96, iters: 55480, time: 0.289, data: 0.020) G_GAN: 4.712 G_L1: 11.779 D_real: 0.003 D_fake: 0.069 +(epoch: 96, iters: 55580, time: 0.304, data: 0.018) G_GAN: 3.648 G_L1: 4.498 D_real: 0.165 D_fake: 0.189 +(epoch: 96, iters: 55680, time: 0.388, data: 0.019) G_GAN: 4.642 G_L1: 3.183 D_real: 0.132 D_fake: 0.044 +(epoch: 96, iters: 55780, time: 0.304, data: 0.022) G_GAN: 4.504 G_L1: 3.795 D_real: 0.005 D_fake: 0.094 +(epoch: 96, iters: 55880, time: 0.291, data: 0.020) G_GAN: 5.474 G_L1: 4.049 D_real: 0.008 D_fake: 0.029 +(epoch: 96, iters: 55980, time: 0.301, data: 0.020) G_GAN: 4.640 G_L1: 2.957 D_real: 1.137 D_fake: 0.017 +(epoch: 96, iters: 56080, time: 0.394, data: 0.020) G_GAN: 5.868 G_L1: 2.943 D_real: 0.231 D_fake: 0.023 +(epoch: 96, iters: 56180, time: 0.292, data: 0.018) G_GAN: 6.677 G_L1: 4.698 D_real: 0.066 D_fake: 0.022 +(epoch: 96, iters: 56280, time: 0.299, data: 0.020) G_GAN: 7.935 G_L1: 4.227 D_real: 0.038 D_fake: 0.010 +(epoch: 96, iters: 56380, time: 0.267, data: 0.020) G_GAN: 6.477 G_L1: 5.623 D_real: 0.000 D_fake: 0.060 +(epoch: 96, iters: 56480, time: 0.608, data: 0.016) G_GAN: 6.638 G_L1: 8.579 D_real: 0.000 D_fake: 0.050 +(epoch: 96, iters: 56580, time: 0.280, data: 0.022) G_GAN: 5.050 G_L1: 5.476 D_real: 0.005 D_fake: 0.090 +(epoch: 96, iters: 56680, time: 0.352, data: 0.017) G_GAN: 7.369 G_L1: 4.775 D_real: 0.000 D_fake: 0.020 +(epoch: 96, iters: 56780, time: 0.291, data: 0.020) G_GAN: 6.142 G_L1: 5.831 D_real: 0.001 D_fake: 0.041 +(epoch: 96, iters: 56880, time: 0.428, data: 0.019) G_GAN: 6.821 G_L1: 4.429 D_real: 0.015 D_fake: 0.027 +(epoch: 96, iters: 56980, time: 0.297, data: 0.020) G_GAN: 5.107 G_L1: 5.853 D_real: 0.001 D_fake: 0.058 +(epoch: 96, iters: 57080, time: 0.303, data: 0.019) G_GAN: 7.593 G_L1: 5.421 D_real: 0.000 D_fake: 0.007 +(epoch: 96, iters: 57180, time: 0.303, data: 0.020) G_GAN: 4.798 G_L1: 4.876 D_real: 0.000 D_fake: 0.062 +(epoch: 96, iters: 57280, time: 0.395, data: 0.020) G_GAN: 6.985 G_L1: 5.156 D_real: 0.000 D_fake: 0.010 +(epoch: 96, iters: 57380, time: 0.304, data: 0.019) G_GAN: 6.944 G_L1: 5.801 D_real: 0.020 D_fake: 0.017 +(epoch: 96, iters: 57480, time: 0.291, data: 0.020) G_GAN: 5.625 G_L1: 5.301 D_real: 0.000 D_fake: 0.025 +(epoch: 96, iters: 57580, time: 0.299, data: 0.019) G_GAN: 7.361 G_L1: 4.346 D_real: 0.002 D_fake: 0.010 +(epoch: 96, iters: 57680, time: 0.379, data: 0.020) G_GAN: 8.191 G_L1: 5.778 D_real: 0.001 D_fake: 0.002 +(epoch: 96, iters: 57780, time: 0.303, data: 0.019) G_GAN: 7.272 G_L1: 5.026 D_real: 0.019 D_fake: 0.065 +(epoch: 96, iters: 57880, time: 0.304, data: 0.020) G_GAN: 6.655 G_L1: 5.819 D_real: 0.000 D_fake: 0.029 +(epoch: 96, iters: 57980, time: 0.296, data: 0.021) G_GAN: 6.560 G_L1: 6.462 D_real: 0.000 D_fake: 0.013 +(epoch: 96, iters: 58080, time: 0.407, data: 0.020) G_GAN: 8.404 G_L1: 4.112 D_real: 0.021 D_fake: 0.031 +(epoch: 96, iters: 58180, time: 0.304, data: 0.020) G_GAN: 3.698 G_L1: 9.795 D_real: 0.031 D_fake: 0.214 +(epoch: 96, iters: 58280, time: 0.311, data: 0.020) G_GAN: 5.257 G_L1: 4.019 D_real: 0.002 D_fake: 0.188 +(epoch: 96, iters: 58380, time: 0.305, data: 0.021) G_GAN: 6.336 G_L1: 2.876 D_real: 0.036 D_fake: 0.037 +(epoch: 96, iters: 58480, time: 0.666, data: 0.022) G_GAN: 6.028 G_L1: 3.468 D_real: 0.000 D_fake: 0.078 +(epoch: 96, iters: 58580, time: 0.305, data: 0.021) G_GAN: 6.480 G_L1: 3.970 D_real: 0.000 D_fake: 0.010 +(epoch: 96, iters: 58680, time: 0.296, data: 0.019) G_GAN: 8.895 G_L1: 4.115 D_real: 0.002 D_fake: 0.070 +(epoch: 96, iters: 58780, time: 0.287, data: 0.019) G_GAN: 12.642 G_L1: 5.772 D_real: 0.001 D_fake: 0.002 +(epoch: 96, iters: 58880, time: 0.420, data: 0.019) G_GAN: 5.311 G_L1: 5.093 D_real: 0.000 D_fake: 0.142 +(epoch: 96, iters: 58980, time: 0.301, data: 0.021) G_GAN: 7.780 G_L1: 6.013 D_real: 0.004 D_fake: 0.009 +(epoch: 96, iters: 59080, time: 0.292, data: 0.020) G_GAN: 7.516 G_L1: 6.796 D_real: 0.000 D_fake: 0.054 +(epoch: 96, iters: 59180, time: 0.297, data: 0.020) G_GAN: 8.719 G_L1: 5.882 D_real: 0.004 D_fake: 0.019 +(epoch: 96, iters: 59280, time: 0.413, data: 0.019) G_GAN: 12.873 G_L1: 9.639 D_real: 0.000 D_fake: 0.001 +(epoch: 96, iters: 59380, time: 0.296, data: 0.018) G_GAN: 8.136 G_L1: 3.816 D_real: 0.004 D_fake: 0.042 +(epoch: 96, iters: 59480, time: 0.282, data: 0.020) G_GAN: 7.097 G_L1: 4.977 D_real: 0.000 D_fake: 0.005 +(epoch: 96, iters: 59580, time: 0.283, data: 0.017) G_GAN: 8.085 G_L1: 10.638 D_real: 0.029 D_fake: 0.004 +(epoch: 96, iters: 59680, time: 0.405, data: 0.018) G_GAN: 4.752 G_L1: 3.643 D_real: 0.000 D_fake: 0.059 +(epoch: 96, iters: 59780, time: 0.298, data: 0.019) G_GAN: 5.685 G_L1: 4.437 D_real: 0.853 D_fake: 0.027 +(epoch: 96, iters: 59880, time: 0.294, data: 0.019) G_GAN: 8.987 G_L1: 5.107 D_real: 0.000 D_fake: 0.007 +(epoch: 96, iters: 59980, time: 0.302, data: 0.017) G_GAN: 8.127 G_L1: 4.792 D_real: 0.000 D_fake: 0.005 +(epoch: 97, iters: 64, time: 0.635, data: 0.019) G_GAN: 8.912 G_L1: 4.469 D_real: 0.006 D_fake: 0.053 +(epoch: 97, iters: 164, time: 0.294, data: 0.019) G_GAN: 5.522 G_L1: 5.733 D_real: 0.000 D_fake: 0.022 +(epoch: 97, iters: 264, time: 0.305, data: 0.019) G_GAN: 5.697 G_L1: 6.138 D_real: 0.000 D_fake: 0.053 +(epoch: 97, iters: 364, time: 0.303, data: 0.021) G_GAN: 7.051 G_L1: 6.824 D_real: 0.009 D_fake: 0.120 +(epoch: 97, iters: 464, time: 0.618, data: 0.020) G_GAN: 8.931 G_L1: 5.987 D_real: 0.000 D_fake: 0.012 +(epoch: 97, iters: 564, time: 0.299, data: 0.018) G_GAN: 5.807 G_L1: 4.581 D_real: 0.000 D_fake: 0.021 +(epoch: 97, iters: 664, time: 0.299, data: 0.021) G_GAN: 6.366 G_L1: 3.244 D_real: 0.290 D_fake: 0.019 +(epoch: 97, iters: 764, time: 0.294, data: 0.020) G_GAN: 5.745 G_L1: 3.975 D_real: 0.000 D_fake: 0.043 +(epoch: 97, iters: 864, time: 0.422, data: 0.019) G_GAN: 5.856 G_L1: 4.193 D_real: 0.001 D_fake: 0.037 +(epoch: 97, iters: 964, time: 0.302, data: 0.020) G_GAN: 4.831 G_L1: 6.638 D_real: 0.010 D_fake: 0.056 +(epoch: 97, iters: 1064, time: 0.298, data: 0.021) G_GAN: 4.355 G_L1: 3.553 D_real: 0.027 D_fake: 0.246 +(epoch: 97, iters: 1164, time: 0.300, data: 0.021) G_GAN: 5.503 G_L1: 5.156 D_real: 0.001 D_fake: 0.067 +(epoch: 97, iters: 1264, time: 0.410, data: 0.022) G_GAN: 4.361 G_L1: 3.876 D_real: 0.000 D_fake: 0.060 +(epoch: 97, iters: 1364, time: 0.295, data: 0.020) G_GAN: 5.831 G_L1: 5.530 D_real: 0.000 D_fake: 0.043 +(epoch: 97, iters: 1464, time: 0.290, data: 0.020) G_GAN: 6.379 G_L1: 4.783 D_real: 0.001 D_fake: 0.010 +(epoch: 97, iters: 1564, time: 0.290, data: 0.020) G_GAN: 6.535 G_L1: 4.518 D_real: 0.037 D_fake: 0.014 +(epoch: 97, iters: 1664, time: 0.408, data: 0.018) G_GAN: 6.447 G_L1: 3.724 D_real: 0.004 D_fake: 0.007 +(epoch: 97, iters: 1764, time: 0.289, data: 0.020) G_GAN: 4.748 G_L1: 5.773 D_real: 0.021 D_fake: 0.096 +(epoch: 97, iters: 1864, time: 0.293, data: 0.019) G_GAN: 7.804 G_L1: 4.796 D_real: 0.000 D_fake: 0.015 +(epoch: 97, iters: 1964, time: 0.296, data: 0.020) G_GAN: 5.743 G_L1: 4.919 D_real: 0.031 D_fake: 0.040 +(epoch: 97, iters: 2064, time: 0.422, data: 0.020) G_GAN: 5.495 G_L1: 5.009 D_real: 0.000 D_fake: 0.031 +(epoch: 97, iters: 2164, time: 0.296, data: 0.020) G_GAN: 5.612 G_L1: 4.661 D_real: 0.014 D_fake: 0.024 +(epoch: 97, iters: 2264, time: 0.304, data: 0.020) G_GAN: 7.595 G_L1: 4.955 D_real: 0.038 D_fake: 0.046 +(epoch: 97, iters: 2364, time: 0.305, data: 0.021) G_GAN: 4.038 G_L1: 11.612 D_real: 0.000 D_fake: 0.120 +(epoch: 97, iters: 2464, time: 0.670, data: 0.020) G_GAN: 3.670 G_L1: 5.065 D_real: 0.009 D_fake: 0.110 +(epoch: 97, iters: 2564, time: 0.300, data: 0.019) G_GAN: 7.684 G_L1: 3.959 D_real: 0.018 D_fake: 0.020 +(epoch: 97, iters: 2664, time: 0.307, data: 0.020) G_GAN: 4.376 G_L1: 3.271 D_real: 0.001 D_fake: 0.048 +(epoch: 97, iters: 2764, time: 0.296, data: 0.021) G_GAN: 4.032 G_L1: 4.003 D_real: 0.014 D_fake: 0.082 +(epoch: 97, iters: 2864, time: 0.419, data: 0.020) G_GAN: 6.869 G_L1: 6.493 D_real: 0.004 D_fake: 1.085 +(epoch: 97, iters: 2964, time: 0.291, data: 0.020) G_GAN: 3.943 G_L1: 3.896 D_real: 0.165 D_fake: 0.054 +(epoch: 97, iters: 3064, time: 0.295, data: 0.020) G_GAN: 6.654 G_L1: 6.017 D_real: 0.000 D_fake: 0.007 +(epoch: 97, iters: 3164, time: 0.302, data: 0.019) G_GAN: 4.618 G_L1: 3.528 D_real: 0.001 D_fake: 0.205 +(epoch: 97, iters: 3264, time: 0.398, data: 0.020) G_GAN: 5.115 G_L1: 4.922 D_real: 0.051 D_fake: 0.055 +(epoch: 97, iters: 3364, time: 0.285, data: 0.018) G_GAN: 4.060 G_L1: 3.485 D_real: 0.000 D_fake: 0.085 +(epoch: 97, iters: 3464, time: 0.296, data: 0.020) G_GAN: 7.081 G_L1: 4.746 D_real: 0.000 D_fake: 0.005 +(epoch: 97, iters: 3564, time: 0.305, data: 0.020) G_GAN: 4.937 G_L1: 9.372 D_real: 0.000 D_fake: 0.034 +(epoch: 97, iters: 3664, time: 0.420, data: 0.020) G_GAN: 5.783 G_L1: 6.858 D_real: 0.000 D_fake: 0.025 +(epoch: 97, iters: 3764, time: 0.292, data: 0.021) G_GAN: 5.699 G_L1: 4.602 D_real: 0.000 D_fake: 0.062 +(epoch: 97, iters: 3864, time: 0.282, data: 0.019) G_GAN: 5.733 G_L1: 4.644 D_real: 0.000 D_fake: 0.025 +(epoch: 97, iters: 3964, time: 0.304, data: 0.019) G_GAN: 4.602 G_L1: 3.761 D_real: 0.162 D_fake: 0.097 +(epoch: 97, iters: 4064, time: 0.424, data: 0.019) G_GAN: 5.435 G_L1: 5.597 D_real: 0.000 D_fake: 0.018 +(epoch: 97, iters: 4164, time: 0.305, data: 0.019) G_GAN: 4.758 G_L1: 3.776 D_real: 0.000 D_fake: 0.018 +(epoch: 97, iters: 4264, time: 0.303, data: 0.020) G_GAN: 3.414 G_L1: 3.813 D_real: 0.000 D_fake: 0.091 +(epoch: 97, iters: 4364, time: 0.297, data: 0.020) G_GAN: 5.309 G_L1: 4.271 D_real: 0.000 D_fake: 0.020 +(epoch: 97, iters: 4464, time: 0.657, data: 0.019) G_GAN: 3.331 G_L1: 4.173 D_real: 0.000 D_fake: 0.092 +(epoch: 97, iters: 4564, time: 0.297, data: 0.022) G_GAN: 4.527 G_L1: 6.430 D_real: 0.000 D_fake: 0.061 +(epoch: 97, iters: 4664, time: 0.293, data: 0.019) G_GAN: 5.533 G_L1: 4.683 D_real: 0.000 D_fake: 0.059 +(epoch: 97, iters: 4764, time: 0.302, data: 0.017) G_GAN: 4.440 G_L1: 4.049 D_real: 0.031 D_fake: 0.053 +(epoch: 97, iters: 4864, time: 0.421, data: 0.019) G_GAN: 5.342 G_L1: 4.961 D_real: 0.001 D_fake: 0.025 +(epoch: 97, iters: 4964, time: 0.301, data: 0.018) G_GAN: 5.711 G_L1: 4.822 D_real: 0.000 D_fake: 0.042 +(epoch: 97, iters: 5064, time: 0.298, data: 0.023) G_GAN: 5.631 G_L1: 4.278 D_real: 0.001 D_fake: 0.011 +(epoch: 97, iters: 5164, time: 0.286, data: 0.020) G_GAN: 6.321 G_L1: 5.108 D_real: 0.000 D_fake: 0.009 +(epoch: 97, iters: 5264, time: 0.419, data: 0.019) G_GAN: 4.475 G_L1: 5.539 D_real: 0.000 D_fake: 0.060 +(epoch: 97, iters: 5364, time: 0.291, data: 0.017) G_GAN: 4.278 G_L1: 7.992 D_real: 0.000 D_fake: 0.291 +(epoch: 97, iters: 5464, time: 0.293, data: 0.019) G_GAN: 5.365 G_L1: 6.287 D_real: 0.000 D_fake: 0.052 +(epoch: 97, iters: 5564, time: 0.288, data: 0.016) G_GAN: 5.291 G_L1: 4.182 D_real: 0.000 D_fake: 0.191 +(epoch: 97, iters: 5664, time: 0.428, data: 0.017) G_GAN: 4.101 G_L1: 6.537 D_real: 0.000 D_fake: 0.110 +(epoch: 97, iters: 5764, time: 0.288, data: 0.018) G_GAN: 5.739 G_L1: 4.320 D_real: 0.000 D_fake: 0.048 +(epoch: 97, iters: 5864, time: 0.287, data: 0.017) G_GAN: 4.252 G_L1: 4.966 D_real: 0.000 D_fake: 0.057 +(epoch: 97, iters: 5964, time: 0.296, data: 0.017) G_GAN: 5.240 G_L1: 3.900 D_real: 0.003 D_fake: 0.051 +(epoch: 97, iters: 6064, time: 0.403, data: 0.017) G_GAN: 4.778 G_L1: 4.320 D_real: 0.000 D_fake: 0.036 +(epoch: 97, iters: 6164, time: 0.298, data: 0.018) G_GAN: 6.319 G_L1: 6.791 D_real: 0.002 D_fake: 0.175 +(epoch: 97, iters: 6264, time: 0.288, data: 0.018) G_GAN: 5.383 G_L1: 6.254 D_real: 0.000 D_fake: 0.036 +(epoch: 97, iters: 6364, time: 0.288, data: 0.018) G_GAN: 4.652 G_L1: 3.865 D_real: 0.000 D_fake: 0.058 +(epoch: 97, iters: 6464, time: 0.678, data: 0.018) G_GAN: 6.837 G_L1: 4.193 D_real: 0.002 D_fake: 0.003 +(epoch: 97, iters: 6564, time: 0.293, data: 0.018) G_GAN: 5.135 G_L1: 4.277 D_real: 0.000 D_fake: 0.014 +(epoch: 97, iters: 6664, time: 0.291, data: 0.020) G_GAN: 3.896 G_L1: 4.483 D_real: 0.000 D_fake: 0.056 +(epoch: 97, iters: 6764, time: 0.293, data: 0.017) G_GAN: 5.499 G_L1: 4.990 D_real: 0.000 D_fake: 0.053 +(epoch: 97, iters: 6864, time: 0.419, data: 0.018) G_GAN: 6.732 G_L1: 4.692 D_real: 0.000 D_fake: 0.024 +(epoch: 97, iters: 6964, time: 0.294, data: 0.018) G_GAN: 4.758 G_L1: 7.496 D_real: 0.006 D_fake: 0.067 +(epoch: 97, iters: 7064, time: 0.289, data: 0.017) G_GAN: 3.988 G_L1: 4.652 D_real: 0.000 D_fake: 0.066 +(epoch: 97, iters: 7164, time: 0.292, data: 0.018) G_GAN: 5.324 G_L1: 5.156 D_real: 0.000 D_fake: 0.035 +(epoch: 97, iters: 7264, time: 0.397, data: 0.017) G_GAN: 5.648 G_L1: 4.608 D_real: 0.000 D_fake: 0.021 +(epoch: 97, iters: 7364, time: 0.295, data: 0.017) G_GAN: 3.816 G_L1: 5.352 D_real: 0.000 D_fake: 0.159 +(epoch: 97, iters: 7464, time: 0.297, data: 0.018) G_GAN: 4.726 G_L1: 4.516 D_real: 0.001 D_fake: 0.068 +(epoch: 97, iters: 7564, time: 0.283, data: 0.020) G_GAN: 7.770 G_L1: 4.897 D_real: 0.000 D_fake: 0.003 +(epoch: 97, iters: 7664, time: 0.390, data: 0.016) G_GAN: 4.753 G_L1: 10.811 D_real: 0.000 D_fake: 0.076 +(epoch: 97, iters: 7764, time: 0.287, data: 0.018) G_GAN: 4.349 G_L1: 4.810 D_real: 0.000 D_fake: 0.041 +(epoch: 97, iters: 7864, time: 0.297, data: 0.015) G_GAN: 5.155 G_L1: 6.739 D_real: 0.000 D_fake: 0.027 +(epoch: 97, iters: 7964, time: 0.289, data: 0.020) G_GAN: 4.127 G_L1: 6.232 D_real: 0.000 D_fake: 0.036 +(epoch: 97, iters: 8064, time: 0.394, data: 0.017) G_GAN: 3.812 G_L1: 4.923 D_real: 0.000 D_fake: 0.058 +(epoch: 97, iters: 8164, time: 0.291, data: 0.017) G_GAN: 4.733 G_L1: 4.932 D_real: 0.000 D_fake: 0.062 +(epoch: 97, iters: 8264, time: 0.280, data: 0.016) G_GAN: 5.228 G_L1: 5.094 D_real: 0.000 D_fake: 0.239 +(epoch: 97, iters: 8364, time: 0.286, data: 0.017) G_GAN: 5.423 G_L1: 3.367 D_real: 0.000 D_fake: 0.013 +(epoch: 97, iters: 8464, time: 0.572, data: 0.017) G_GAN: 4.259 G_L1: 4.170 D_real: 0.000 D_fake: 0.133 +(epoch: 97, iters: 8564, time: 0.297, data: 0.018) G_GAN: 3.235 G_L1: 4.462 D_real: 0.000 D_fake: 0.148 +(epoch: 97, iters: 8664, time: 0.304, data: 0.020) G_GAN: 3.911 G_L1: 4.187 D_real: 0.000 D_fake: 0.151 +(epoch: 97, iters: 8764, time: 0.303, data: 0.020) G_GAN: 4.694 G_L1: 6.000 D_real: 0.000 D_fake: 0.240 +(epoch: 97, iters: 8864, time: 0.412, data: 0.020) G_GAN: 3.869 G_L1: 5.368 D_real: 0.003 D_fake: 0.169 +(epoch: 97, iters: 8964, time: 0.304, data: 0.021) G_GAN: 4.901 G_L1: 6.656 D_real: 0.000 D_fake: 0.216 +(epoch: 97, iters: 9064, time: 0.303, data: 0.020) G_GAN: 3.453 G_L1: 4.697 D_real: 0.000 D_fake: 0.267 +(epoch: 97, iters: 9164, time: 0.303, data: 0.020) G_GAN: 4.452 G_L1: 5.523 D_real: 0.000 D_fake: 0.186 +(epoch: 97, iters: 9264, time: 0.396, data: 0.022) G_GAN: 5.127 G_L1: 4.359 D_real: 0.000 D_fake: 0.011 +(epoch: 97, iters: 9364, time: 0.307, data: 0.019) G_GAN: 6.076 G_L1: 7.097 D_real: 0.001 D_fake: 0.012 +(epoch: 97, iters: 9464, time: 0.302, data: 0.021) G_GAN: 3.069 G_L1: 4.431 D_real: 0.000 D_fake: 0.189 +(epoch: 97, iters: 9564, time: 0.300, data: 0.021) G_GAN: 3.348 G_L1: 4.423 D_real: 0.000 D_fake: 0.152 +(epoch: 97, iters: 9664, time: 0.429, data: 0.019) G_GAN: 3.645 G_L1: 7.476 D_real: 0.000 D_fake: 0.233 +(epoch: 97, iters: 9764, time: 0.307, data: 0.021) G_GAN: 4.232 G_L1: 4.567 D_real: 0.000 D_fake: 0.037 +(epoch: 97, iters: 9864, time: 0.296, data: 0.019) G_GAN: 4.597 G_L1: 4.752 D_real: 0.002 D_fake: 0.089 +(epoch: 97, iters: 9964, time: 0.304, data: 0.018) G_GAN: 3.030 G_L1: 3.714 D_real: 0.000 D_fake: 0.268 +(epoch: 97, iters: 10064, time: 0.422, data: 0.019) G_GAN: 5.620 G_L1: 4.291 D_real: 0.000 D_fake: 0.077 +(epoch: 97, iters: 10164, time: 0.304, data: 0.019) G_GAN: 3.286 G_L1: 9.211 D_real: 0.000 D_fake: 0.095 +(epoch: 97, iters: 10264, time: 0.310, data: 0.024) G_GAN: 3.980 G_L1: 4.652 D_real: 0.000 D_fake: 0.098 +(epoch: 97, iters: 10364, time: 0.302, data: 0.022) G_GAN: 4.807 G_L1: 6.595 D_real: 0.000 D_fake: 0.139 +(epoch: 97, iters: 10464, time: 0.665, data: 0.020) G_GAN: 3.461 G_L1: 4.961 D_real: 0.000 D_fake: 0.287 +(epoch: 97, iters: 10564, time: 0.302, data: 0.020) G_GAN: 4.517 G_L1: 10.912 D_real: 0.000 D_fake: 0.057 +(epoch: 97, iters: 10664, time: 0.303, data: 0.020) G_GAN: 5.991 G_L1: 3.431 D_real: 0.000 D_fake: 0.011 +(epoch: 97, iters: 10764, time: 0.300, data: 0.018) G_GAN: 4.123 G_L1: 8.132 D_real: 0.000 D_fake: 0.072 +(epoch: 97, iters: 10864, time: 0.421, data: 0.020) G_GAN: 4.276 G_L1: 7.934 D_real: 0.000 D_fake: 0.106 +(epoch: 97, iters: 10964, time: 0.306, data: 0.021) G_GAN: 3.496 G_L1: 3.449 D_real: 0.000 D_fake: 0.219 +(epoch: 97, iters: 11064, time: 0.308, data: 0.021) G_GAN: 4.063 G_L1: 8.572 D_real: 0.001 D_fake: 0.154 +(epoch: 97, iters: 11164, time: 0.303, data: 0.019) G_GAN: 4.297 G_L1: 5.761 D_real: 0.002 D_fake: 0.080 +(epoch: 97, iters: 11264, time: 0.387, data: 0.020) G_GAN: 3.026 G_L1: 6.010 D_real: 0.000 D_fake: 0.502 +(epoch: 97, iters: 11364, time: 0.299, data: 0.020) G_GAN: 4.193 G_L1: 5.469 D_real: 0.000 D_fake: 0.108 +(epoch: 97, iters: 11464, time: 0.304, data: 0.019) G_GAN: 3.967 G_L1: 4.457 D_real: 0.001 D_fake: 0.169 +(epoch: 97, iters: 11564, time: 0.298, data: 0.019) G_GAN: 2.272 G_L1: 5.535 D_real: 0.000 D_fake: 0.126 +(epoch: 97, iters: 11664, time: 0.388, data: 0.019) G_GAN: 2.467 G_L1: 4.918 D_real: 0.000 D_fake: 0.217 +(epoch: 97, iters: 11764, time: 0.299, data: 0.020) G_GAN: 2.162 G_L1: 4.684 D_real: 0.000 D_fake: 0.325 +(epoch: 97, iters: 11864, time: 0.305, data: 0.020) G_GAN: 2.609 G_L1: 4.956 D_real: 0.000 D_fake: 0.226 +(epoch: 97, iters: 11964, time: 0.306, data: 0.021) G_GAN: 3.297 G_L1: 5.901 D_real: 0.000 D_fake: 0.131 +(epoch: 97, iters: 12064, time: 0.429, data: 0.020) G_GAN: 4.189 G_L1: 7.580 D_real: 0.000 D_fake: 0.068 +(epoch: 97, iters: 12164, time: 0.306, data: 0.020) G_GAN: 3.436 G_L1: 4.074 D_real: 0.001 D_fake: 0.146 +(epoch: 97, iters: 12264, time: 0.300, data: 0.020) G_GAN: 2.859 G_L1: 3.557 D_real: 0.000 D_fake: 0.129 +(epoch: 97, iters: 12364, time: 0.300, data: 0.021) G_GAN: 2.870 G_L1: 5.345 D_real: 0.000 D_fake: 0.276 +(epoch: 97, iters: 12464, time: 0.638, data: 0.020) G_GAN: 2.191 G_L1: 5.125 D_real: 0.000 D_fake: 0.345 +(epoch: 97, iters: 12564, time: 0.298, data: 0.020) G_GAN: 3.601 G_L1: 6.022 D_real: 0.002 D_fake: 0.583 +(epoch: 97, iters: 12664, time: 0.306, data: 0.019) G_GAN: 3.500 G_L1: 3.755 D_real: 0.000 D_fake: 0.285 +(epoch: 97, iters: 12764, time: 0.294, data: 0.021) G_GAN: 4.144 G_L1: 5.465 D_real: 0.000 D_fake: 0.136 +(epoch: 97, iters: 12864, time: 0.406, data: 0.019) G_GAN: 2.981 G_L1: 3.879 D_real: 0.000 D_fake: 0.257 +(epoch: 97, iters: 12964, time: 0.299, data: 0.018) G_GAN: 3.577 G_L1: 5.334 D_real: 0.000 D_fake: 0.200 +(epoch: 97, iters: 13064, time: 0.308, data: 0.020) G_GAN: 2.450 G_L1: 4.346 D_real: 0.000 D_fake: 0.598 +(epoch: 97, iters: 13164, time: 0.297, data: 0.019) G_GAN: 3.152 G_L1: 7.023 D_real: 0.000 D_fake: 0.235 +(epoch: 97, iters: 13264, time: 0.425, data: 0.020) G_GAN: 4.473 G_L1: 5.706 D_real: 0.000 D_fake: 0.114 +(epoch: 97, iters: 13364, time: 0.298, data: 0.020) G_GAN: 1.602 G_L1: 5.131 D_real: 0.000 D_fake: 1.595 +(epoch: 97, iters: 13464, time: 0.296, data: 0.020) G_GAN: 3.281 G_L1: 4.421 D_real: 0.000 D_fake: 0.176 +(epoch: 97, iters: 13564, time: 0.294, data: 0.020) G_GAN: 2.722 G_L1: 8.983 D_real: 0.001 D_fake: 0.203 +(epoch: 97, iters: 13664, time: 0.400, data: 0.018) G_GAN: 5.233 G_L1: 7.403 D_real: 0.000 D_fake: 0.217 +(epoch: 97, iters: 13764, time: 0.292, data: 0.022) G_GAN: 3.629 G_L1: 4.876 D_real: 0.001 D_fake: 0.088 +(epoch: 97, iters: 13864, time: 0.303, data: 0.019) G_GAN: 3.493 G_L1: 5.030 D_real: 0.001 D_fake: 0.352 +(epoch: 97, iters: 13964, time: 0.298, data: 0.019) G_GAN: 2.915 G_L1: 7.621 D_real: 0.000 D_fake: 0.490 +(epoch: 97, iters: 14064, time: 0.429, data: 0.019) G_GAN: 2.923 G_L1: 9.518 D_real: 0.000 D_fake: 0.301 +(epoch: 97, iters: 14164, time: 0.296, data: 0.020) G_GAN: 1.479 G_L1: 6.139 D_real: 0.000 D_fake: 0.496 +(epoch: 97, iters: 14264, time: 0.292, data: 0.020) G_GAN: 2.906 G_L1: 5.491 D_real: 0.000 D_fake: 0.262 +(epoch: 97, iters: 14364, time: 0.291, data: 0.018) G_GAN: 4.906 G_L1: 6.127 D_real: 0.000 D_fake: 0.114 +(epoch: 97, iters: 14464, time: 0.624, data: 0.019) G_GAN: 2.916 G_L1: 4.258 D_real: 0.000 D_fake: 0.166 +(epoch: 97, iters: 14564, time: 0.301, data: 0.020) G_GAN: 4.095 G_L1: 5.218 D_real: 0.000 D_fake: 0.075 +(epoch: 97, iters: 14664, time: 0.291, data: 0.021) G_GAN: 3.327 G_L1: 3.533 D_real: 0.000 D_fake: 0.438 +(epoch: 97, iters: 14764, time: 0.292, data: 0.019) G_GAN: 2.971 G_L1: 4.602 D_real: 0.000 D_fake: 0.338 +(epoch: 97, iters: 14864, time: 0.421, data: 0.018) G_GAN: 2.773 G_L1: 5.965 D_real: 0.000 D_fake: 0.343 +(epoch: 97, iters: 14964, time: 0.304, data: 0.019) G_GAN: 2.277 G_L1: 4.182 D_real: 0.000 D_fake: 0.591 +(epoch: 97, iters: 15064, time: 0.296, data: 0.021) G_GAN: 6.201 G_L1: 4.814 D_real: 0.000 D_fake: 0.011 +(epoch: 97, iters: 15164, time: 0.300, data: 0.019) G_GAN: 3.488 G_L1: 4.933 D_real: 0.000 D_fake: 0.111 +(epoch: 97, iters: 15264, time: 0.421, data: 0.021) G_GAN: 1.961 G_L1: 4.722 D_real: 0.000 D_fake: 0.538 +(epoch: 97, iters: 15364, time: 0.303, data: 0.019) G_GAN: 3.423 G_L1: 4.214 D_real: 0.000 D_fake: 0.052 +(epoch: 97, iters: 15464, time: 0.297, data: 0.022) G_GAN: 1.887 G_L1: 3.718 D_real: 0.000 D_fake: 0.230 +(epoch: 97, iters: 15564, time: 0.293, data: 0.017) G_GAN: 4.122 G_L1: 4.748 D_real: 0.003 D_fake: 0.066 +(epoch: 97, iters: 15664, time: 0.414, data: 0.019) G_GAN: 2.835 G_L1: 7.157 D_real: 0.000 D_fake: 0.185 +(epoch: 97, iters: 15764, time: 0.296, data: 0.019) G_GAN: 2.939 G_L1: 4.291 D_real: 0.000 D_fake: 0.270 +(epoch: 97, iters: 15864, time: 0.300, data: 0.018) G_GAN: 1.290 G_L1: 4.204 D_real: 0.000 D_fake: 0.660 +(epoch: 97, iters: 15964, time: 0.297, data: 0.018) G_GAN: 2.686 G_L1: 5.234 D_real: 0.000 D_fake: 0.191 +(epoch: 97, iters: 16064, time: 0.417, data: 0.022) G_GAN: 4.083 G_L1: 9.779 D_real: 0.000 D_fake: 0.243 +(epoch: 97, iters: 16164, time: 0.302, data: 0.019) G_GAN: 2.279 G_L1: 3.170 D_real: 0.003 D_fake: 0.291 +(epoch: 97, iters: 16264, time: 0.296, data: 0.020) G_GAN: 4.116 G_L1: 3.828 D_real: 0.000 D_fake: 0.052 +(epoch: 97, iters: 16364, time: 0.304, data: 0.018) G_GAN: 4.014 G_L1: 5.472 D_real: 0.000 D_fake: 0.166 +(epoch: 97, iters: 16464, time: 0.620, data: 0.021) G_GAN: 3.195 G_L1: 3.946 D_real: 0.000 D_fake: 0.101 +(epoch: 97, iters: 16564, time: 0.301, data: 0.019) G_GAN: 2.514 G_L1: 3.683 D_real: 0.000 D_fake: 0.175 +(epoch: 97, iters: 16664, time: 0.293, data: 0.020) G_GAN: 2.221 G_L1: 3.740 D_real: 0.001 D_fake: 0.628 +(epoch: 97, iters: 16764, time: 0.301, data: 0.019) G_GAN: 3.107 G_L1: 4.548 D_real: 0.001 D_fake: 0.168 +(epoch: 97, iters: 16864, time: 0.386, data: 0.019) G_GAN: 3.163 G_L1: 3.478 D_real: 0.000 D_fake: 0.513 +(epoch: 97, iters: 16964, time: 0.304, data: 0.019) G_GAN: 1.714 G_L1: 3.146 D_real: 0.008 D_fake: 0.495 +(epoch: 97, iters: 17064, time: 0.284, data: 0.020) G_GAN: 3.467 G_L1: 5.577 D_real: 0.014 D_fake: 0.188 +(epoch: 97, iters: 17164, time: 0.303, data: 0.018) G_GAN: 2.283 G_L1: 4.177 D_real: 0.000 D_fake: 0.311 +(epoch: 97, iters: 17264, time: 0.413, data: 0.019) G_GAN: 1.670 G_L1: 5.444 D_real: 0.000 D_fake: 0.817 +(epoch: 97, iters: 17364, time: 0.300, data: 0.019) G_GAN: 3.809 G_L1: 4.357 D_real: 0.000 D_fake: 0.765 +(epoch: 97, iters: 17464, time: 0.291, data: 0.018) G_GAN: 2.294 G_L1: 4.868 D_real: 0.000 D_fake: 0.293 +(epoch: 97, iters: 17564, time: 0.302, data: 0.018) G_GAN: 2.409 G_L1: 4.148 D_real: 0.004 D_fake: 0.384 +(epoch: 97, iters: 17664, time: 0.414, data: 0.020) G_GAN: 5.257 G_L1: 5.306 D_real: 0.000 D_fake: 0.108 +(epoch: 97, iters: 17764, time: 0.300, data: 0.020) G_GAN: 3.432 G_L1: 4.119 D_real: 0.001 D_fake: 0.100 +(epoch: 97, iters: 17864, time: 0.302, data: 0.019) G_GAN: 2.642 G_L1: 4.177 D_real: 0.001 D_fake: 0.181 +(epoch: 97, iters: 17964, time: 0.302, data: 0.019) G_GAN: 1.726 G_L1: 6.046 D_real: 0.000 D_fake: 0.588 +(epoch: 97, iters: 18064, time: 0.416, data: 0.019) G_GAN: 1.713 G_L1: 5.072 D_real: 0.000 D_fake: 0.764 +(epoch: 97, iters: 18164, time: 0.302, data: 0.019) G_GAN: 2.779 G_L1: 4.434 D_real: 0.001 D_fake: 0.135 +(epoch: 97, iters: 18264, time: 0.288, data: 0.019) G_GAN: 1.825 G_L1: 4.019 D_real: 0.000 D_fake: 0.597 +(epoch: 97, iters: 18364, time: 0.300, data: 0.019) G_GAN: 2.411 G_L1: 4.477 D_real: 0.000 D_fake: 0.534 +(epoch: 97, iters: 18464, time: 0.622, data: 0.020) G_GAN: 2.308 G_L1: 3.754 D_real: 0.000 D_fake: 0.249 +(epoch: 97, iters: 18564, time: 0.299, data: 0.024) G_GAN: 1.891 G_L1: 3.897 D_real: 0.003 D_fake: 0.325 +(epoch: 97, iters: 18664, time: 0.307, data: 0.019) G_GAN: 3.245 G_L1: 8.450 D_real: 0.001 D_fake: 0.275 +(epoch: 97, iters: 18764, time: 0.287, data: 0.020) G_GAN: 1.773 G_L1: 3.879 D_real: 0.000 D_fake: 0.418 +(epoch: 97, iters: 18864, time: 0.422, data: 0.020) G_GAN: 2.944 G_L1: 4.274 D_real: 0.000 D_fake: 0.077 +(epoch: 97, iters: 18964, time: 0.293, data: 0.020) G_GAN: 2.536 G_L1: 5.364 D_real: 0.000 D_fake: 0.531 +(epoch: 97, iters: 19064, time: 0.296, data: 0.019) G_GAN: 2.626 G_L1: 5.460 D_real: 0.000 D_fake: 0.377 +(epoch: 97, iters: 19164, time: 0.297, data: 0.018) G_GAN: 1.778 G_L1: 7.068 D_real: 0.000 D_fake: 0.901 +(epoch: 97, iters: 19264, time: 0.375, data: 0.020) G_GAN: 2.402 G_L1: 4.569 D_real: 0.001 D_fake: 0.813 +(epoch: 97, iters: 19364, time: 0.282, data: 0.018) G_GAN: 2.816 G_L1: 4.703 D_real: 0.000 D_fake: 0.283 +(epoch: 97, iters: 19464, time: 0.289, data: 0.020) G_GAN: 1.922 G_L1: 3.948 D_real: 0.000 D_fake: 0.247 +(epoch: 97, iters: 19564, time: 0.297, data: 0.019) G_GAN: 2.063 G_L1: 6.011 D_real: 0.000 D_fake: 0.540 +(epoch: 97, iters: 19664, time: 0.420, data: 0.019) G_GAN: 1.926 G_L1: 4.757 D_real: 0.000 D_fake: 0.409 +(epoch: 97, iters: 19764, time: 0.299, data: 0.020) G_GAN: 1.831 G_L1: 4.167 D_real: 0.000 D_fake: 0.472 +(epoch: 97, iters: 19864, time: 0.301, data: 0.019) G_GAN: 2.923 G_L1: 6.182 D_real: 0.000 D_fake: 0.202 +(epoch: 97, iters: 19964, time: 0.297, data: 0.021) G_GAN: 3.066 G_L1: 4.249 D_real: 0.000 D_fake: 0.126 +(epoch: 97, iters: 20064, time: 0.421, data: 0.023) G_GAN: 3.309 G_L1: 9.301 D_real: 0.000 D_fake: 0.184 +(epoch: 97, iters: 20164, time: 0.312, data: 0.019) G_GAN: 2.734 G_L1: 4.241 D_real: 0.000 D_fake: 0.248 +(epoch: 97, iters: 20264, time: 0.296, data: 0.020) G_GAN: 2.127 G_L1: 4.485 D_real: 0.000 D_fake: 0.369 +(epoch: 97, iters: 20364, time: 0.301, data: 0.019) G_GAN: 2.612 G_L1: 7.510 D_real: 0.000 D_fake: 0.178 +(epoch: 97, iters: 20464, time: 0.650, data: 0.021) G_GAN: 1.664 G_L1: 5.227 D_real: 0.000 D_fake: 1.005 +(epoch: 97, iters: 20564, time: 0.304, data: 0.020) G_GAN: 1.569 G_L1: 4.309 D_real: 0.000 D_fake: 0.439 +(epoch: 97, iters: 20664, time: 0.279, data: 0.021) G_GAN: 1.348 G_L1: 4.878 D_real: 0.000 D_fake: 0.736 +(epoch: 97, iters: 20764, time: 0.296, data: 0.019) G_GAN: 3.801 G_L1: 9.892 D_real: 0.002 D_fake: 0.436 +(epoch: 97, iters: 20864, time: 0.425, data: 0.019) G_GAN: 2.388 G_L1: 8.205 D_real: 0.000 D_fake: 1.194 +(epoch: 97, iters: 20964, time: 0.307, data: 0.019) G_GAN: 3.384 G_L1: 4.064 D_real: 0.000 D_fake: 0.207 +(epoch: 97, iters: 21064, time: 0.301, data: 0.020) G_GAN: 3.055 G_L1: 7.885 D_real: 0.002 D_fake: 0.181 +(epoch: 97, iters: 21164, time: 0.304, data: 0.019) G_GAN: 3.665 G_L1: 4.091 D_real: 0.000 D_fake: 0.280 +(epoch: 97, iters: 21264, time: 0.386, data: 0.020) G_GAN: 3.695 G_L1: 4.019 D_real: 0.002 D_fake: 0.150 +(epoch: 97, iters: 21364, time: 0.303, data: 0.020) G_GAN: 2.660 G_L1: 5.199 D_real: 0.000 D_fake: 0.237 +(epoch: 97, iters: 21464, time: 0.289, data: 0.021) G_GAN: 2.072 G_L1: 4.732 D_real: 0.000 D_fake: 0.616 +(epoch: 97, iters: 21564, time: 0.303, data: 0.018) G_GAN: 1.466 G_L1: 4.278 D_real: 0.000 D_fake: 1.011 +(epoch: 97, iters: 21664, time: 0.409, data: 0.020) G_GAN: 1.874 G_L1: 5.470 D_real: 0.001 D_fake: 0.372 +(epoch: 97, iters: 21764, time: 0.308, data: 0.022) G_GAN: 2.243 G_L1: 3.570 D_real: 0.000 D_fake: 0.295 +(epoch: 97, iters: 21864, time: 0.286, data: 0.020) G_GAN: 2.267 G_L1: 3.950 D_real: 0.000 D_fake: 0.280 +(epoch: 97, iters: 21964, time: 0.301, data: 0.019) G_GAN: 2.323 G_L1: 3.864 D_real: 0.001 D_fake: 0.196 +(epoch: 97, iters: 22064, time: 0.424, data: 0.018) G_GAN: 3.281 G_L1: 4.549 D_real: 0.000 D_fake: 0.265 +(epoch: 97, iters: 22164, time: 0.304, data: 0.020) G_GAN: 3.372 G_L1: 8.625 D_real: 0.000 D_fake: 0.228 +(epoch: 97, iters: 22264, time: 0.289, data: 0.019) G_GAN: 3.322 G_L1: 5.515 D_real: 0.000 D_fake: 0.113 +(epoch: 97, iters: 22364, time: 0.297, data: 0.020) G_GAN: 2.069 G_L1: 4.971 D_real: 0.000 D_fake: 0.441 +(epoch: 97, iters: 22464, time: 0.597, data: 0.019) G_GAN: 1.949 G_L1: 4.259 D_real: 0.009 D_fake: 0.419 +(epoch: 97, iters: 22564, time: 0.302, data: 0.019) G_GAN: 5.854 G_L1: 5.716 D_real: 0.013 D_fake: 0.226 +(epoch: 97, iters: 22664, time: 0.298, data: 0.020) G_GAN: 3.416 G_L1: 6.367 D_real: 0.000 D_fake: 0.197 +(epoch: 97, iters: 22764, time: 0.296, data: 0.018) G_GAN: 2.143 G_L1: 4.418 D_real: 0.024 D_fake: 0.550 +(epoch: 97, iters: 22864, time: 0.420, data: 0.019) G_GAN: 1.958 G_L1: 4.243 D_real: 0.000 D_fake: 0.552 +(epoch: 97, iters: 22964, time: 0.305, data: 0.022) G_GAN: 3.416 G_L1: 5.671 D_real: 0.000 D_fake: 0.068 +(epoch: 97, iters: 23064, time: 0.294, data: 0.021) G_GAN: 2.433 G_L1: 8.533 D_real: 0.000 D_fake: 0.495 +(epoch: 97, iters: 23164, time: 0.303, data: 0.019) G_GAN: 1.591 G_L1: 5.035 D_real: 0.000 D_fake: 0.619 +(epoch: 97, iters: 23264, time: 0.394, data: 0.019) G_GAN: 1.597 G_L1: 4.209 D_real: 0.000 D_fake: 0.495 +(epoch: 97, iters: 23364, time: 0.302, data: 0.019) G_GAN: 2.348 G_L1: 4.561 D_real: 0.000 D_fake: 0.207 +(epoch: 97, iters: 23464, time: 0.306, data: 0.022) G_GAN: 2.413 G_L1: 5.065 D_real: 0.000 D_fake: 0.413 +(epoch: 97, iters: 23564, time: 0.291, data: 0.020) G_GAN: 2.095 G_L1: 8.066 D_real: 0.001 D_fake: 0.573 +(epoch: 97, iters: 23664, time: 0.389, data: 0.019) G_GAN: 2.406 G_L1: 5.135 D_real: 0.000 D_fake: 0.248 +(epoch: 97, iters: 23764, time: 0.294, data: 0.019) G_GAN: 1.891 G_L1: 4.842 D_real: 0.000 D_fake: 0.568 +(epoch: 97, iters: 23864, time: 0.294, data: 0.024) G_GAN: 1.832 G_L1: 5.872 D_real: 0.000 D_fake: 0.548 +(epoch: 97, iters: 23964, time: 0.295, data: 0.017) G_GAN: 3.477 G_L1: 5.068 D_real: 0.000 D_fake: 0.262 +(epoch: 97, iters: 24064, time: 0.418, data: 0.019) G_GAN: 1.296 G_L1: 4.475 D_real: 0.000 D_fake: 0.801 +(epoch: 97, iters: 24164, time: 0.299, data: 0.019) G_GAN: 3.159 G_L1: 4.862 D_real: 0.000 D_fake: 0.407 +(epoch: 97, iters: 24264, time: 0.300, data: 0.020) G_GAN: 1.610 G_L1: 3.401 D_real: 0.000 D_fake: 0.490 +(epoch: 97, iters: 24364, time: 0.281, data: 0.019) G_GAN: 2.109 G_L1: 4.388 D_real: 0.000 D_fake: 0.483 +(epoch: 97, iters: 24464, time: 0.636, data: 0.018) G_GAN: 2.633 G_L1: 5.870 D_real: 0.000 D_fake: 0.461 +(epoch: 97, iters: 24564, time: 0.298, data: 0.019) G_GAN: 2.161 G_L1: 4.059 D_real: 0.000 D_fake: 0.175 +(epoch: 97, iters: 24664, time: 0.299, data: 0.022) G_GAN: 1.641 G_L1: 3.882 D_real: 0.000 D_fake: 0.551 +(epoch: 97, iters: 24764, time: 0.298, data: 0.019) G_GAN: 2.728 G_L1: 9.682 D_real: 0.001 D_fake: 1.013 +(epoch: 97, iters: 24864, time: 0.423, data: 0.019) G_GAN: 1.845 G_L1: 3.885 D_real: 0.002 D_fake: 0.587 +(epoch: 97, iters: 24964, time: 0.295, data: 0.018) G_GAN: 1.761 G_L1: 4.100 D_real: 0.000 D_fake: 0.309 +(epoch: 97, iters: 25064, time: 0.295, data: 0.018) G_GAN: 2.105 G_L1: 4.804 D_real: 0.000 D_fake: 0.418 +(epoch: 97, iters: 25164, time: 0.297, data: 0.019) G_GAN: 1.666 G_L1: 4.688 D_real: 0.000 D_fake: 0.453 +(epoch: 97, iters: 25264, time: 0.404, data: 0.021) G_GAN: 1.056 G_L1: 4.145 D_real: 0.000 D_fake: 0.758 +(epoch: 97, iters: 25364, time: 0.293, data: 0.018) G_GAN: 2.161 G_L1: 5.723 D_real: 0.000 D_fake: 0.284 +(epoch: 97, iters: 25464, time: 0.297, data: 0.018) G_GAN: 1.977 G_L1: 4.581 D_real: 0.000 D_fake: 0.227 +(epoch: 97, iters: 25564, time: 0.295, data: 0.020) G_GAN: 1.634 G_L1: 4.475 D_real: 0.002 D_fake: 0.584 +(epoch: 97, iters: 25664, time: 0.408, data: 0.019) G_GAN: 2.025 G_L1: 6.544 D_real: 0.000 D_fake: 0.299 +(epoch: 97, iters: 25764, time: 0.300, data: 0.020) G_GAN: 1.503 G_L1: 6.225 D_real: 0.000 D_fake: 1.676 +(epoch: 97, iters: 25864, time: 0.304, data: 0.019) G_GAN: 2.202 G_L1: 10.821 D_real: 0.000 D_fake: 0.531 +(epoch: 97, iters: 25964, time: 0.301, data: 0.020) G_GAN: 1.856 G_L1: 5.401 D_real: 0.000 D_fake: 0.436 +(epoch: 97, iters: 26064, time: 0.424, data: 0.020) G_GAN: 2.534 G_L1: 8.351 D_real: 0.000 D_fake: 0.492 +(epoch: 97, iters: 26164, time: 0.303, data: 0.020) G_GAN: 1.527 G_L1: 4.181 D_real: 0.001 D_fake: 0.471 +(epoch: 97, iters: 26264, time: 0.292, data: 0.021) G_GAN: 1.276 G_L1: 3.409 D_real: 0.003 D_fake: 0.666 +(epoch: 97, iters: 26364, time: 0.299, data: 0.018) G_GAN: 2.248 G_L1: 9.211 D_real: 0.007 D_fake: 0.407 +(epoch: 97, iters: 26464, time: 0.622, data: 0.020) G_GAN: 1.735 G_L1: 4.658 D_real: 0.000 D_fake: 0.677 +(epoch: 97, iters: 26564, time: 0.303, data: 0.019) G_GAN: 1.537 G_L1: 5.938 D_real: 0.000 D_fake: 0.850 +(epoch: 97, iters: 26664, time: 0.296, data: 0.020) G_GAN: 1.764 G_L1: 7.294 D_real: 0.000 D_fake: 0.499 +(epoch: 97, iters: 26764, time: 0.294, data: 0.018) G_GAN: 1.478 G_L1: 4.062 D_real: 0.000 D_fake: 0.705 +(epoch: 97, iters: 26864, time: 0.391, data: 0.018) G_GAN: 1.540 G_L1: 4.748 D_real: 0.000 D_fake: 1.286 +(epoch: 97, iters: 26964, time: 0.296, data: 0.017) G_GAN: 2.113 G_L1: 4.585 D_real: 0.000 D_fake: 0.223 +(epoch: 97, iters: 27064, time: 0.288, data: 0.020) G_GAN: 1.295 G_L1: 4.662 D_real: 0.000 D_fake: 0.900 +(epoch: 97, iters: 27164, time: 0.300, data: 0.017) G_GAN: 2.265 G_L1: 4.588 D_real: 0.000 D_fake: 0.258 +(epoch: 97, iters: 27264, time: 0.413, data: 0.019) G_GAN: 1.887 G_L1: 5.611 D_real: 0.000 D_fake: 0.449 +(epoch: 97, iters: 27364, time: 0.294, data: 0.018) G_GAN: 2.338 G_L1: 4.513 D_real: 0.005 D_fake: 0.189 +(epoch: 97, iters: 27464, time: 0.295, data: 0.018) G_GAN: 1.596 G_L1: 4.397 D_real: 0.000 D_fake: 0.506 +(epoch: 97, iters: 27564, time: 0.296, data: 0.020) G_GAN: 1.903 G_L1: 6.359 D_real: 0.000 D_fake: 0.364 +(epoch: 97, iters: 27664, time: 0.419, data: 0.018) G_GAN: 1.644 G_L1: 4.130 D_real: 0.001 D_fake: 0.572 +(epoch: 97, iters: 27764, time: 0.304, data: 0.020) G_GAN: 2.045 G_L1: 5.952 D_real: 0.000 D_fake: 0.391 +(epoch: 97, iters: 27864, time: 0.297, data: 0.019) G_GAN: 2.666 G_L1: 4.667 D_real: 0.001 D_fake: 0.144 +(epoch: 97, iters: 27964, time: 0.296, data: 0.018) G_GAN: 2.281 G_L1: 4.146 D_real: 0.000 D_fake: 0.293 +(epoch: 97, iters: 28064, time: 0.393, data: 0.017) G_GAN: 1.381 G_L1: 3.258 D_real: 0.000 D_fake: 0.460 +(epoch: 97, iters: 28164, time: 0.295, data: 0.019) G_GAN: 1.772 G_L1: 4.820 D_real: 0.000 D_fake: 0.518 +(epoch: 97, iters: 28264, time: 0.291, data: 0.020) G_GAN: 1.152 G_L1: 4.664 D_real: 0.000 D_fake: 0.810 +(epoch: 97, iters: 28364, time: 0.299, data: 0.017) G_GAN: 2.084 G_L1: 6.349 D_real: 0.000 D_fake: 0.301 +(epoch: 97, iters: 28464, time: 0.637, data: 0.020) G_GAN: 2.330 G_L1: 6.640 D_real: 0.000 D_fake: 0.279 +(epoch: 97, iters: 28564, time: 0.293, data: 0.020) G_GAN: 1.487 G_L1: 4.492 D_real: 0.001 D_fake: 0.624 +(epoch: 97, iters: 28664, time: 0.299, data: 0.018) G_GAN: 1.331 G_L1: 3.715 D_real: 0.001 D_fake: 0.725 +(epoch: 97, iters: 28764, time: 0.289, data: 0.017) G_GAN: 1.698 G_L1: 5.256 D_real: 0.002 D_fake: 0.417 +(epoch: 97, iters: 28864, time: 0.420, data: 0.019) G_GAN: 1.902 G_L1: 5.933 D_real: 0.003 D_fake: 0.540 +(epoch: 97, iters: 28964, time: 0.286, data: 0.018) G_GAN: 1.740 G_L1: 4.829 D_real: 0.000 D_fake: 0.359 +(epoch: 97, iters: 29064, time: 0.269, data: 0.020) G_GAN: 2.413 G_L1: 5.350 D_real: 0.000 D_fake: 0.399 +(epoch: 97, iters: 29164, time: 0.292, data: 0.014) G_GAN: 2.272 G_L1: 7.116 D_real: 0.000 D_fake: 0.945 +(epoch: 97, iters: 29264, time: 0.386, data: 0.017) G_GAN: 1.537 G_L1: 4.471 D_real: 0.000 D_fake: 0.530 +(epoch: 97, iters: 29364, time: 0.283, data: 0.017) G_GAN: 1.508 G_L1: 5.714 D_real: 0.000 D_fake: 0.466 +(epoch: 97, iters: 29464, time: 0.294, data: 0.017) G_GAN: 3.259 G_L1: 6.339 D_real: 0.000 D_fake: 0.097 +(epoch: 97, iters: 29564, time: 0.297, data: 0.019) G_GAN: 1.991 G_L1: 3.954 D_real: 0.001 D_fake: 0.354 +(epoch: 97, iters: 29664, time: 0.415, data: 0.019) G_GAN: 1.086 G_L1: 4.488 D_real: 0.000 D_fake: 0.859 +(epoch: 97, iters: 29764, time: 0.296, data: 0.018) G_GAN: 1.943 G_L1: 5.178 D_real: 0.002 D_fake: 0.427 +(epoch: 97, iters: 29864, time: 0.294, data: 0.020) G_GAN: 2.039 G_L1: 7.407 D_real: 0.008 D_fake: 0.448 +(epoch: 97, iters: 29964, time: 0.293, data: 0.019) G_GAN: 0.883 G_L1: 5.945 D_real: 0.000 D_fake: 1.501 +(epoch: 97, iters: 30064, time: 0.406, data: 0.018) G_GAN: 1.409 G_L1: 3.077 D_real: 0.006 D_fake: 0.394 +(epoch: 97, iters: 30164, time: 0.295, data: 0.018) G_GAN: 1.352 G_L1: 8.058 D_real: 0.000 D_fake: 0.492 +(epoch: 97, iters: 30264, time: 0.291, data: 0.017) G_GAN: 1.588 G_L1: 4.684 D_real: 0.001 D_fake: 0.462 +(epoch: 97, iters: 30364, time: 0.287, data: 0.017) G_GAN: 1.844 G_L1: 4.183 D_real: 0.000 D_fake: 0.393 +(epoch: 97, iters: 30464, time: 0.604, data: 0.016) G_GAN: 2.189 G_L1: 4.337 D_real: 0.000 D_fake: 0.765 +(epoch: 97, iters: 30564, time: 0.292, data: 0.019) G_GAN: 1.330 G_L1: 4.680 D_real: 0.000 D_fake: 0.777 +(epoch: 97, iters: 30664, time: 0.295, data: 0.018) G_GAN: 1.404 G_L1: 5.648 D_real: 0.000 D_fake: 0.898 +(epoch: 97, iters: 30764, time: 0.295, data: 0.020) G_GAN: 1.966 G_L1: 7.035 D_real: 0.002 D_fake: 0.414 +(epoch: 97, iters: 30864, time: 0.388, data: 0.019) G_GAN: 2.145 G_L1: 8.132 D_real: 0.001 D_fake: 0.854 +(epoch: 97, iters: 30964, time: 0.296, data: 0.019) G_GAN: 1.925 G_L1: 8.376 D_real: 0.000 D_fake: 0.755 +(epoch: 97, iters: 31064, time: 0.291, data: 0.018) G_GAN: 1.431 G_L1: 4.636 D_real: 0.000 D_fake: 0.705 +(epoch: 97, iters: 31164, time: 0.297, data: 0.018) G_GAN: 1.707 G_L1: 9.913 D_real: 0.002 D_fake: 1.158 +(epoch: 97, iters: 31264, time: 0.382, data: 0.019) G_GAN: 2.286 G_L1: 3.403 D_real: 0.001 D_fake: 0.245 +(epoch: 97, iters: 31364, time: 0.296, data: 0.019) G_GAN: 2.133 G_L1: 4.824 D_real: 0.000 D_fake: 0.256 +(epoch: 97, iters: 31464, time: 0.294, data: 0.019) G_GAN: 1.695 G_L1: 4.341 D_real: 0.000 D_fake: 0.405 +(epoch: 97, iters: 31564, time: 0.296, data: 0.020) G_GAN: 1.687 G_L1: 4.562 D_real: 0.019 D_fake: 0.598 +(epoch: 97, iters: 31664, time: 0.417, data: 0.019) G_GAN: 3.361 G_L1: 6.328 D_real: 0.006 D_fake: 0.262 +(epoch: 97, iters: 31764, time: 0.294, data: 0.017) G_GAN: 3.414 G_L1: 9.311 D_real: 0.000 D_fake: 1.502 +(epoch: 97, iters: 31864, time: 0.292, data: 0.018) G_GAN: 1.550 G_L1: 6.227 D_real: 0.003 D_fake: 1.893 +(epoch: 97, iters: 31964, time: 0.285, data: 0.019) G_GAN: 1.401 G_L1: 3.786 D_real: 0.009 D_fake: 0.603 +(epoch: 97, iters: 32064, time: 0.402, data: 0.017) G_GAN: 1.605 G_L1: 4.034 D_real: 0.000 D_fake: 0.389 +(epoch: 97, iters: 32164, time: 0.297, data: 0.018) G_GAN: 1.169 G_L1: 4.547 D_real: 0.000 D_fake: 0.677 +(epoch: 97, iters: 32264, time: 0.301, data: 0.020) G_GAN: 2.296 G_L1: 6.799 D_real: 0.000 D_fake: 0.264 +(epoch: 97, iters: 32364, time: 0.296, data: 0.024) G_GAN: 1.789 G_L1: 4.510 D_real: 0.000 D_fake: 0.404 +(epoch: 97, iters: 32464, time: 0.630, data: 0.021) G_GAN: 2.419 G_L1: 6.850 D_real: 0.001 D_fake: 0.341 +(epoch: 97, iters: 32564, time: 0.296, data: 0.019) G_GAN: 2.267 G_L1: 4.932 D_real: 0.006 D_fake: 0.400 +(epoch: 97, iters: 32664, time: 0.288, data: 0.018) G_GAN: 2.127 G_L1: 8.960 D_real: 0.001 D_fake: 0.596 +(epoch: 97, iters: 32764, time: 0.296, data: 0.022) G_GAN: 1.261 G_L1: 6.108 D_real: 0.047 D_fake: 0.667 +(epoch: 97, iters: 32864, time: 0.408, data: 0.018) G_GAN: 1.786 G_L1: 4.215 D_real: 0.001 D_fake: 0.596 +(epoch: 97, iters: 32964, time: 0.300, data: 0.017) G_GAN: 2.290 G_L1: 4.428 D_real: 0.002 D_fake: 0.336 +(epoch: 97, iters: 33064, time: 0.300, data: 0.017) G_GAN: 1.037 G_L1: 3.818 D_real: 0.009 D_fake: 0.727 +(epoch: 97, iters: 33164, time: 0.294, data: 0.018) G_GAN: 2.273 G_L1: 6.494 D_real: 0.000 D_fake: 0.311 +(epoch: 97, iters: 33264, time: 0.402, data: 0.021) G_GAN: 5.059 G_L1: 9.791 D_real: 0.001 D_fake: 0.197 +(epoch: 97, iters: 33364, time: 0.291, data: 0.019) G_GAN: 1.577 G_L1: 5.307 D_real: 0.000 D_fake: 0.882 +(epoch: 97, iters: 33464, time: 0.297, data: 0.018) G_GAN: 1.043 G_L1: 5.590 D_real: 0.011 D_fake: 1.039 +(epoch: 97, iters: 33564, time: 0.292, data: 0.019) G_GAN: 1.046 G_L1: 3.878 D_real: 0.003 D_fake: 0.871 +(epoch: 97, iters: 33664, time: 0.389, data: 0.018) G_GAN: 3.039 G_L1: 12.181 D_real: 0.000 D_fake: 0.446 +(epoch: 97, iters: 33764, time: 0.285, data: 0.014) G_GAN: 1.054 G_L1: 4.924 D_real: 0.001 D_fake: 0.871 +(epoch: 97, iters: 33864, time: 0.292, data: 0.017) G_GAN: 1.686 G_L1: 5.741 D_real: 0.000 D_fake: 0.343 +(epoch: 97, iters: 33964, time: 0.286, data: 0.017) G_GAN: 1.827 G_L1: 6.345 D_real: 0.000 D_fake: 0.623 +(epoch: 97, iters: 34064, time: 0.385, data: 0.018) G_GAN: 1.089 G_L1: 4.080 D_real: 0.001 D_fake: 0.705 +(epoch: 97, iters: 34164, time: 0.298, data: 0.019) G_GAN: 1.540 G_L1: 4.697 D_real: 0.000 D_fake: 0.360 +(epoch: 97, iters: 34264, time: 0.283, data: 0.018) G_GAN: 2.141 G_L1: 5.211 D_real: 0.001 D_fake: 0.334 +(epoch: 97, iters: 34364, time: 0.281, data: 0.018) G_GAN: 2.092 G_L1: 5.474 D_real: 0.004 D_fake: 0.455 +(epoch: 97, iters: 34464, time: 0.625, data: 0.021) G_GAN: 1.448 G_L1: 4.074 D_real: 0.000 D_fake: 0.641 +(epoch: 97, iters: 34564, time: 0.302, data: 0.020) G_GAN: 1.799 G_L1: 6.841 D_real: 0.003 D_fake: 0.491 +(epoch: 97, iters: 34664, time: 0.292, data: 0.019) G_GAN: 1.922 G_L1: 2.976 D_real: 0.000 D_fake: 0.284 +(epoch: 97, iters: 34764, time: 0.300, data: 0.018) G_GAN: 1.194 G_L1: 6.096 D_real: 0.000 D_fake: 0.810 +(epoch: 97, iters: 34864, time: 0.371, data: 0.020) G_GAN: 1.798 G_L1: 3.741 D_real: 0.000 D_fake: 0.368 +(epoch: 97, iters: 34964, time: 0.303, data: 0.020) G_GAN: 2.113 G_L1: 4.874 D_real: 0.001 D_fake: 0.346 +(epoch: 97, iters: 35064, time: 0.296, data: 0.018) G_GAN: 1.795 G_L1: 3.643 D_real: 0.005 D_fake: 0.385 +(epoch: 97, iters: 35164, time: 0.292, data: 0.019) G_GAN: 1.592 G_L1: 4.120 D_real: 0.004 D_fake: 0.433 +(epoch: 97, iters: 35264, time: 0.419, data: 0.019) G_GAN: 1.022 G_L1: 4.224 D_real: 0.000 D_fake: 0.846 +(epoch: 97, iters: 35364, time: 0.291, data: 0.018) G_GAN: 1.465 G_L1: 5.766 D_real: 0.001 D_fake: 0.626 +(epoch: 97, iters: 35464, time: 0.286, data: 0.017) G_GAN: 1.382 G_L1: 4.098 D_real: 0.001 D_fake: 0.652 +(epoch: 97, iters: 35564, time: 0.293, data: 0.017) G_GAN: 1.476 G_L1: 5.203 D_real: 0.001 D_fake: 0.622 +(epoch: 97, iters: 35664, time: 0.413, data: 0.020) G_GAN: 1.262 G_L1: 3.535 D_real: 0.024 D_fake: 0.589 +(epoch: 97, iters: 35764, time: 0.295, data: 0.018) G_GAN: 1.942 G_L1: 3.877 D_real: 0.000 D_fake: 0.402 +(epoch: 97, iters: 35864, time: 0.290, data: 0.022) G_GAN: 1.190 G_L1: 4.087 D_real: 0.000 D_fake: 0.557 +(epoch: 97, iters: 35964, time: 0.281, data: 0.018) G_GAN: 1.781 G_L1: 4.365 D_real: 0.000 D_fake: 0.298 +(epoch: 97, iters: 36064, time: 0.406, data: 0.016) G_GAN: 1.792 G_L1: 6.218 D_real: 0.000 D_fake: 0.691 +(epoch: 97, iters: 36164, time: 0.268, data: 0.018) G_GAN: 2.096 G_L1: 5.936 D_real: 0.000 D_fake: 0.580 +(epoch: 97, iters: 36264, time: 0.294, data: 0.016) G_GAN: 1.868 G_L1: 5.353 D_real: 0.001 D_fake: 0.542 +(epoch: 97, iters: 36364, time: 0.306, data: 0.019) G_GAN: 1.411 G_L1: 4.676 D_real: 0.001 D_fake: 0.541 +(epoch: 97, iters: 36464, time: 0.610, data: 0.019) G_GAN: 1.082 G_L1: 4.923 D_real: 0.000 D_fake: 0.747 +(epoch: 97, iters: 36564, time: 0.299, data: 0.018) G_GAN: 2.477 G_L1: 7.461 D_real: 0.002 D_fake: 0.313 +(epoch: 97, iters: 36664, time: 0.287, data: 0.020) G_GAN: 1.187 G_L1: 4.384 D_real: 0.002 D_fake: 0.791 +(epoch: 97, iters: 36764, time: 0.297, data: 0.015) G_GAN: 1.315 G_L1: 4.343 D_real: 0.000 D_fake: 0.589 +(epoch: 97, iters: 36864, time: 0.413, data: 0.019) G_GAN: 1.298 G_L1: 4.504 D_real: 0.000 D_fake: 0.537 +(epoch: 97, iters: 36964, time: 0.294, data: 0.019) G_GAN: 1.114 G_L1: 3.590 D_real: 0.002 D_fake: 0.649 +(epoch: 97, iters: 37064, time: 0.289, data: 0.019) G_GAN: 1.507 G_L1: 5.007 D_real: 0.000 D_fake: 0.606 +(epoch: 97, iters: 37164, time: 0.292, data: 0.020) G_GAN: 1.185 G_L1: 4.025 D_real: 0.000 D_fake: 0.577 +(epoch: 97, iters: 37264, time: 0.405, data: 0.019) G_GAN: 1.963 G_L1: 6.149 D_real: 0.000 D_fake: 0.351 +(epoch: 97, iters: 37364, time: 0.295, data: 0.018) G_GAN: 1.079 G_L1: 4.378 D_real: 0.038 D_fake: 1.219 +(epoch: 97, iters: 37464, time: 0.300, data: 0.018) G_GAN: 1.793 G_L1: 6.219 D_real: 0.003 D_fake: 0.451 +(epoch: 97, iters: 37564, time: 0.289, data: 0.020) G_GAN: 1.193 G_L1: 5.749 D_real: 0.000 D_fake: 0.616 +(epoch: 97, iters: 37664, time: 0.378, data: 0.019) G_GAN: 1.935 G_L1: 5.239 D_real: 0.000 D_fake: 0.357 +(epoch: 97, iters: 37764, time: 0.282, data: 0.018) G_GAN: 1.273 G_L1: 6.669 D_real: 0.001 D_fake: 0.858 +(epoch: 97, iters: 37864, time: 0.301, data: 0.017) G_GAN: 1.004 G_L1: 3.881 D_real: 0.005 D_fake: 0.757 +(epoch: 97, iters: 37964, time: 0.297, data: 0.020) G_GAN: 1.303 G_L1: 4.137 D_real: 0.011 D_fake: 0.614 +(epoch: 97, iters: 38064, time: 0.395, data: 0.018) G_GAN: 0.998 G_L1: 6.053 D_real: 0.001 D_fake: 1.775 +(epoch: 97, iters: 38164, time: 0.295, data: 0.018) G_GAN: 0.824 G_L1: 5.077 D_real: 0.000 D_fake: 1.303 +(epoch: 97, iters: 38264, time: 0.305, data: 0.019) G_GAN: 1.548 G_L1: 4.539 D_real: 0.001 D_fake: 0.488 +(epoch: 97, iters: 38364, time: 0.298, data: 0.019) G_GAN: 1.360 G_L1: 6.235 D_real: 0.009 D_fake: 0.674 +(epoch: 97, iters: 38464, time: 0.618, data: 0.020) G_GAN: 1.419 G_L1: 5.297 D_real: 0.008 D_fake: 0.437 +(epoch: 97, iters: 38564, time: 0.292, data: 0.020) G_GAN: 1.399 G_L1: 4.404 D_real: 0.000 D_fake: 0.571 +(epoch: 97, iters: 38664, time: 0.301, data: 0.020) G_GAN: 1.240 G_L1: 6.281 D_real: 0.002 D_fake: 0.675 +(epoch: 97, iters: 38764, time: 0.290, data: 0.022) G_GAN: 1.397 G_L1: 4.747 D_real: 0.000 D_fake: 0.557 +(epoch: 97, iters: 38864, time: 0.404, data: 0.020) G_GAN: 1.923 G_L1: 5.344 D_real: 0.000 D_fake: 0.603 +(epoch: 97, iters: 38964, time: 0.295, data: 0.018) G_GAN: 3.320 G_L1: 6.389 D_real: 0.000 D_fake: 0.579 +(epoch: 97, iters: 39064, time: 0.300, data: 0.018) G_GAN: 7.388 G_L1: 5.777 D_real: 2.733 D_fake: 0.257 +(epoch: 97, iters: 39164, time: 0.297, data: 0.020) G_GAN: 2.331 G_L1: 4.950 D_real: 0.000 D_fake: 0.292 +(epoch: 97, iters: 39264, time: 0.425, data: 0.020) G_GAN: 2.254 G_L1: 5.591 D_real: 0.001 D_fake: 0.341 +(epoch: 97, iters: 39364, time: 0.302, data: 0.023) G_GAN: 1.835 G_L1: 4.585 D_real: 0.000 D_fake: 0.501 +(epoch: 97, iters: 39464, time: 0.293, data: 0.019) G_GAN: 1.271 G_L1: 3.814 D_real: 0.000 D_fake: 0.573 +(epoch: 97, iters: 39564, time: 0.297, data: 0.018) G_GAN: 1.288 G_L1: 4.194 D_real: 0.000 D_fake: 0.698 +(epoch: 97, iters: 39664, time: 0.372, data: 0.021) G_GAN: 1.074 G_L1: 3.982 D_real: 0.003 D_fake: 0.987 +(epoch: 97, iters: 39764, time: 0.288, data: 0.019) G_GAN: 1.278 G_L1: 3.276 D_real: 0.000 D_fake: 0.451 +(epoch: 97, iters: 39864, time: 0.303, data: 0.017) G_GAN: 1.966 G_L1: 3.956 D_real: 0.000 D_fake: 0.271 +(epoch: 97, iters: 39964, time: 0.293, data: 0.019) G_GAN: 1.818 G_L1: 4.586 D_real: 0.001 D_fake: 0.616 +(epoch: 97, iters: 40064, time: 0.393, data: 0.020) G_GAN: 1.492 G_L1: 2.926 D_real: 0.002 D_fake: 0.559 +(epoch: 97, iters: 40164, time: 0.304, data: 0.020) G_GAN: 1.093 G_L1: 2.956 D_real: 0.001 D_fake: 0.753 +(epoch: 97, iters: 40264, time: 0.286, data: 0.020) G_GAN: 1.219 G_L1: 4.057 D_real: 0.002 D_fake: 0.565 +(epoch: 97, iters: 40364, time: 0.300, data: 0.017) G_GAN: 0.818 G_L1: 4.913 D_real: 0.001 D_fake: 0.994 +(epoch: 97, iters: 40464, time: 0.568, data: 0.021) G_GAN: 1.225 G_L1: 4.706 D_real: 0.000 D_fake: 0.680 +(epoch: 97, iters: 40564, time: 0.298, data: 0.018) G_GAN: 1.210 G_L1: 5.481 D_real: 0.001 D_fake: 0.592 +(epoch: 97, iters: 40664, time: 0.302, data: 0.020) G_GAN: 2.086 G_L1: 6.066 D_real: 0.000 D_fake: 0.348 +(epoch: 97, iters: 40764, time: 0.300, data: 0.019) G_GAN: 2.060 G_L1: 4.794 D_real: 0.000 D_fake: 0.314 +(epoch: 97, iters: 40864, time: 0.412, data: 0.019) G_GAN: 1.361 G_L1: 4.141 D_real: 0.000 D_fake: 0.549 +(epoch: 97, iters: 40964, time: 0.301, data: 0.020) G_GAN: 1.175 G_L1: 4.216 D_real: 0.002 D_fake: 0.521 +(epoch: 97, iters: 41064, time: 0.302, data: 0.019) G_GAN: 2.144 G_L1: 7.251 D_real: 0.000 D_fake: 0.348 +(epoch: 97, iters: 41164, time: 0.293, data: 0.020) G_GAN: 1.980 G_L1: 4.312 D_real: 0.000 D_fake: 0.411 +(epoch: 97, iters: 41264, time: 0.418, data: 0.019) G_GAN: 1.117 G_L1: 5.680 D_real: 0.000 D_fake: 1.087 +(epoch: 97, iters: 41364, time: 0.296, data: 0.019) G_GAN: 1.219 G_L1: 5.793 D_real: 0.000 D_fake: 0.580 +(epoch: 97, iters: 41464, time: 0.304, data: 0.019) G_GAN: 2.322 G_L1: 5.962 D_real: 0.000 D_fake: 0.247 +(epoch: 97, iters: 41564, time: 0.302, data: 0.019) G_GAN: 0.978 G_L1: 3.498 D_real: 0.007 D_fake: 0.819 +(epoch: 97, iters: 41664, time: 0.422, data: 0.020) G_GAN: 0.856 G_L1: 3.877 D_real: 0.000 D_fake: 0.832 +(epoch: 97, iters: 41764, time: 0.299, data: 0.018) G_GAN: 1.827 G_L1: 5.838 D_real: 0.000 D_fake: 0.611 +(epoch: 97, iters: 41864, time: 0.291, data: 0.020) G_GAN: 1.185 G_L1: 4.444 D_real: 0.000 D_fake: 0.647 +(epoch: 97, iters: 41964, time: 0.291, data: 0.017) G_GAN: 1.048 G_L1: 4.315 D_real: 0.000 D_fake: 0.953 +(epoch: 97, iters: 42064, time: 0.399, data: 0.020) G_GAN: 1.515 G_L1: 4.589 D_real: 0.000 D_fake: 0.481 +(epoch: 97, iters: 42164, time: 0.303, data: 0.019) G_GAN: 1.944 G_L1: 7.801 D_real: 0.001 D_fake: 0.566 +(epoch: 97, iters: 42264, time: 0.294, data: 0.019) G_GAN: 1.899 G_L1: 5.150 D_real: 0.001 D_fake: 0.497 +(epoch: 97, iters: 42364, time: 0.301, data: 0.018) G_GAN: 3.226 G_L1: 6.497 D_real: 0.004 D_fake: 0.266 +(epoch: 97, iters: 42464, time: 0.646, data: 0.020) G_GAN: 1.515 G_L1: 3.943 D_real: 0.001 D_fake: 0.542 +(epoch: 97, iters: 42564, time: 0.291, data: 0.020) G_GAN: 1.405 G_L1: 3.633 D_real: 0.011 D_fake: 0.353 +(epoch: 97, iters: 42664, time: 0.290, data: 0.019) G_GAN: 1.094 G_L1: 3.554 D_real: 0.004 D_fake: 0.726 +(epoch: 97, iters: 42764, time: 0.303, data: 0.018) G_GAN: 1.567 G_L1: 4.423 D_real: 0.000 D_fake: 0.776 +(epoch: 97, iters: 42864, time: 0.391, data: 0.020) G_GAN: 1.059 G_L1: 3.555 D_real: 0.001 D_fake: 0.658 +(epoch: 97, iters: 42964, time: 0.302, data: 0.020) G_GAN: 0.872 G_L1: 3.731 D_real: 0.006 D_fake: 0.911 +(epoch: 97, iters: 43064, time: 0.301, data: 0.019) G_GAN: 0.875 G_L1: 3.941 D_real: 0.000 D_fake: 0.964 +(epoch: 97, iters: 43164, time: 0.302, data: 0.018) G_GAN: 0.926 G_L1: 3.934 D_real: 0.000 D_fake: 0.926 +(epoch: 97, iters: 43264, time: 0.390, data: 0.020) G_GAN: 1.740 G_L1: 5.293 D_real: 0.000 D_fake: 0.355 +(epoch: 97, iters: 43364, time: 0.293, data: 0.019) G_GAN: 2.298 G_L1: 4.731 D_real: 0.007 D_fake: 0.421 +(epoch: 97, iters: 43464, time: 0.298, data: 0.021) G_GAN: 1.500 G_L1: 5.046 D_real: 0.000 D_fake: 0.494 +(epoch: 97, iters: 43564, time: 0.291, data: 0.019) G_GAN: 2.269 G_L1: 5.203 D_real: 0.000 D_fake: 0.272 +(epoch: 97, iters: 43664, time: 0.416, data: 0.019) G_GAN: 1.625 G_L1: 4.228 D_real: 0.000 D_fake: 0.733 +(epoch: 97, iters: 43764, time: 0.282, data: 0.019) G_GAN: 1.503 G_L1: 3.929 D_real: 0.001 D_fake: 0.461 +(epoch: 97, iters: 43864, time: 0.301, data: 0.019) G_GAN: 1.647 G_L1: 5.886 D_real: 0.001 D_fake: 0.637 +(epoch: 97, iters: 43964, time: 0.287, data: 0.020) G_GAN: 1.709 G_L1: 4.893 D_real: 0.000 D_fake: 0.424 +(epoch: 97, iters: 44064, time: 0.415, data: 0.020) G_GAN: 1.482 G_L1: 4.755 D_real: 0.000 D_fake: 0.531 +(epoch: 97, iters: 44164, time: 0.308, data: 0.019) G_GAN: 1.249 G_L1: 5.536 D_real: 0.000 D_fake: 0.718 +(epoch: 97, iters: 44264, time: 0.301, data: 0.021) G_GAN: 2.019 G_L1: 5.122 D_real: 0.000 D_fake: 0.487 +(epoch: 97, iters: 44364, time: 0.290, data: 0.020) G_GAN: 1.236 G_L1: 3.610 D_real: 0.001 D_fake: 0.691 +(epoch: 97, iters: 44464, time: 0.644, data: 0.019) G_GAN: 1.487 G_L1: 5.928 D_real: 0.000 D_fake: 0.570 +(epoch: 97, iters: 44564, time: 0.303, data: 0.018) G_GAN: 1.391 G_L1: 3.460 D_real: 0.001 D_fake: 0.427 +(epoch: 97, iters: 44664, time: 0.284, data: 0.023) G_GAN: 1.919 G_L1: 5.339 D_real: 0.000 D_fake: 0.361 +(epoch: 97, iters: 44764, time: 0.301, data: 0.018) G_GAN: 1.244 G_L1: 3.563 D_real: 0.002 D_fake: 0.625 +(epoch: 97, iters: 44864, time: 0.417, data: 0.023) G_GAN: 1.211 G_L1: 4.205 D_real: 0.007 D_fake: 0.630 +(epoch: 97, iters: 44964, time: 0.302, data: 0.019) G_GAN: 0.938 G_L1: 3.768 D_real: 0.001 D_fake: 0.869 +(epoch: 97, iters: 45064, time: 0.297, data: 0.020) G_GAN: 1.635 G_L1: 4.884 D_real: 0.001 D_fake: 0.585 +(epoch: 97, iters: 45164, time: 0.318, data: 0.020) G_GAN: 1.034 G_L1: 4.141 D_real: 0.000 D_fake: 0.852 +(epoch: 97, iters: 45264, time: 0.404, data: 0.022) G_GAN: 1.556 G_L1: 6.409 D_real: 0.001 D_fake: 0.507 +(epoch: 97, iters: 45364, time: 0.307, data: 0.018) G_GAN: 1.801 G_L1: 5.716 D_real: 0.001 D_fake: 1.246 +(epoch: 97, iters: 45464, time: 0.293, data: 0.020) G_GAN: 1.484 G_L1: 4.611 D_real: 0.000 D_fake: 0.598 +(epoch: 97, iters: 45564, time: 0.301, data: 0.019) G_GAN: 1.491 G_L1: 4.293 D_real: 0.000 D_fake: 0.427 +(epoch: 97, iters: 45664, time: 0.408, data: 0.020) G_GAN: 0.972 G_L1: 4.104 D_real: 0.000 D_fake: 0.746 +(epoch: 97, iters: 45764, time: 0.301, data: 0.018) G_GAN: 1.490 G_L1: 4.780 D_real: 0.001 D_fake: 0.939 +(epoch: 97, iters: 45864, time: 0.298, data: 0.022) G_GAN: 1.368 G_L1: 4.725 D_real: 0.000 D_fake: 0.668 +(epoch: 97, iters: 45964, time: 0.294, data: 0.019) G_GAN: 1.589 G_L1: 5.100 D_real: 0.000 D_fake: 0.727 +(epoch: 97, iters: 46064, time: 0.397, data: 0.020) G_GAN: 1.962 G_L1: 6.155 D_real: 0.000 D_fake: 0.377 +(epoch: 97, iters: 46164, time: 0.300, data: 0.017) G_GAN: 1.565 G_L1: 3.607 D_real: 0.001 D_fake: 0.425 +(epoch: 97, iters: 46264, time: 0.294, data: 0.020) G_GAN: 1.229 G_L1: 5.087 D_real: 0.005 D_fake: 0.547 +(epoch: 97, iters: 46364, time: 0.300, data: 0.018) G_GAN: 1.375 G_L1: 5.271 D_real: 0.000 D_fake: 0.447 +(epoch: 97, iters: 46464, time: 0.604, data: 0.019) G_GAN: 0.948 G_L1: 4.662 D_real: 0.001 D_fake: 0.829 +(epoch: 97, iters: 46564, time: 0.305, data: 0.018) G_GAN: 1.549 G_L1: 4.148 D_real: 0.001 D_fake: 0.328 +(epoch: 97, iters: 46664, time: 0.301, data: 0.020) G_GAN: 1.749 G_L1: 4.592 D_real: 0.000 D_fake: 0.385 +(epoch: 97, iters: 46764, time: 0.297, data: 0.019) G_GAN: 1.171 G_L1: 4.640 D_real: 0.000 D_fake: 0.571 +(epoch: 97, iters: 46864, time: 0.425, data: 0.017) G_GAN: 1.878 G_L1: 5.150 D_real: 0.000 D_fake: 0.308 +(epoch: 97, iters: 46964, time: 0.302, data: 0.020) G_GAN: 0.863 G_L1: 4.967 D_real: 0.083 D_fake: 1.076 +(epoch: 97, iters: 47064, time: 0.303, data: 0.018) G_GAN: 1.381 G_L1: 5.106 D_real: 0.001 D_fake: 0.538 +(epoch: 97, iters: 47164, time: 0.301, data: 0.023) G_GAN: 1.458 G_L1: 4.385 D_real: 0.001 D_fake: 0.447 +(epoch: 97, iters: 47264, time: 0.417, data: 0.019) G_GAN: 1.106 G_L1: 3.676 D_real: 0.000 D_fake: 0.664 +(epoch: 97, iters: 47364, time: 0.301, data: 0.019) G_GAN: 1.745 G_L1: 4.289 D_real: 0.001 D_fake: 0.421 +(epoch: 97, iters: 47464, time: 0.299, data: 0.020) G_GAN: 1.319 G_L1: 4.820 D_real: 0.000 D_fake: 0.619 +(epoch: 97, iters: 47564, time: 0.296, data: 0.021) G_GAN: 1.311 G_L1: 3.361 D_real: 0.000 D_fake: 0.572 +(epoch: 97, iters: 47664, time: 0.424, data: 0.020) G_GAN: 1.876 G_L1: 4.704 D_real: 0.000 D_fake: 0.313 +(epoch: 97, iters: 47764, time: 0.305, data: 0.019) G_GAN: 1.692 G_L1: 4.956 D_real: 0.000 D_fake: 0.365 +(epoch: 97, iters: 47864, time: 0.299, data: 0.019) G_GAN: 0.950 G_L1: 4.600 D_real: 0.000 D_fake: 1.050 +(epoch: 97, iters: 47964, time: 0.292, data: 0.022) G_GAN: 1.576 G_L1: 5.446 D_real: 0.003 D_fake: 0.551 +(epoch: 97, iters: 48064, time: 0.399, data: 0.020) G_GAN: 0.734 G_L1: 4.598 D_real: 0.000 D_fake: 1.873 +(epoch: 97, iters: 48164, time: 0.288, data: 0.020) G_GAN: 2.085 G_L1: 6.697 D_real: 0.002 D_fake: 0.579 +(epoch: 97, iters: 48264, time: 0.303, data: 0.017) G_GAN: 1.139 G_L1: 4.673 D_real: 0.005 D_fake: 0.737 +(epoch: 97, iters: 48364, time: 0.287, data: 0.020) G_GAN: 2.092 G_L1: 6.419 D_real: 0.002 D_fake: 0.477 +(epoch: 97, iters: 48464, time: 0.628, data: 0.020) G_GAN: 1.401 G_L1: 4.921 D_real: 0.000 D_fake: 0.468 +(epoch: 97, iters: 48564, time: 0.295, data: 0.020) G_GAN: 1.600 G_L1: 4.066 D_real: 0.000 D_fake: 0.483 +(epoch: 97, iters: 48664, time: 0.294, data: 0.019) G_GAN: 1.667 G_L1: 5.310 D_real: 0.000 D_fake: 0.523 +(epoch: 97, iters: 48764, time: 0.305, data: 0.018) G_GAN: 1.069 G_L1: 3.435 D_real: 0.023 D_fake: 0.614 +(epoch: 97, iters: 48864, time: 0.423, data: 0.020) G_GAN: 1.598 G_L1: 4.463 D_real: 0.001 D_fake: 0.436 +(epoch: 97, iters: 48964, time: 0.294, data: 0.019) G_GAN: 1.982 G_L1: 5.556 D_real: 0.020 D_fake: 0.503 +(epoch: 97, iters: 49064, time: 0.299, data: 0.020) G_GAN: 1.292 G_L1: 3.681 D_real: 0.001 D_fake: 0.871 +(epoch: 97, iters: 49164, time: 0.290, data: 0.020) G_GAN: 1.255 G_L1: 5.933 D_real: 0.001 D_fake: 0.648 +(epoch: 97, iters: 49264, time: 0.420, data: 0.019) G_GAN: 2.079 G_L1: 5.424 D_real: 0.005 D_fake: 0.374 +(epoch: 97, iters: 49364, time: 0.304, data: 0.021) G_GAN: 1.346 G_L1: 3.892 D_real: 0.001 D_fake: 0.486 +(epoch: 97, iters: 49464, time: 0.302, data: 0.020) G_GAN: 1.201 G_L1: 4.814 D_real: 0.000 D_fake: 0.616 +(epoch: 97, iters: 49564, time: 0.302, data: 0.019) G_GAN: 1.230 G_L1: 4.119 D_real: 0.000 D_fake: 0.686 +(epoch: 97, iters: 49664, time: 0.422, data: 0.019) G_GAN: 1.767 G_L1: 5.256 D_real: 0.003 D_fake: 0.439 +(epoch: 97, iters: 49764, time: 0.297, data: 0.019) G_GAN: 0.874 G_L1: 4.147 D_real: 0.000 D_fake: 0.836 +(epoch: 97, iters: 49864, time: 0.294, data: 0.020) G_GAN: 0.976 G_L1: 3.775 D_real: 0.002 D_fake: 0.799 +(epoch: 97, iters: 49964, time: 0.296, data: 0.019) G_GAN: 1.737 G_L1: 6.364 D_real: 0.001 D_fake: 0.501 +(epoch: 97, iters: 50064, time: 0.416, data: 0.019) G_GAN: 1.211 G_L1: 4.079 D_real: 0.000 D_fake: 0.507 +(epoch: 97, iters: 50164, time: 0.295, data: 0.021) G_GAN: 0.950 G_L1: 4.194 D_real: 0.000 D_fake: 0.755 +(epoch: 97, iters: 50264, time: 0.299, data: 0.020) G_GAN: 1.451 G_L1: 5.014 D_real: 0.000 D_fake: 0.488 +(epoch: 97, iters: 50364, time: 0.286, data: 0.020) G_GAN: 1.204 G_L1: 5.226 D_real: 0.000 D_fake: 0.735 +(epoch: 97, iters: 50464, time: 0.607, data: 0.018) G_GAN: 1.314 G_L1: 4.167 D_real: 0.000 D_fake: 0.736 +(epoch: 97, iters: 50564, time: 0.278, data: 0.017) G_GAN: 0.985 G_L1: 3.812 D_real: 0.017 D_fake: 0.608 +(epoch: 97, iters: 50664, time: 0.288, data: 0.017) G_GAN: 2.148 G_L1: 4.974 D_real: 0.021 D_fake: 0.362 +(epoch: 97, iters: 50764, time: 0.301, data: 0.019) G_GAN: 0.972 G_L1: 4.854 D_real: 0.000 D_fake: 0.713 +(epoch: 97, iters: 50864, time: 0.409, data: 0.019) G_GAN: 1.522 G_L1: 4.486 D_real: 0.005 D_fake: 0.439 +(epoch: 97, iters: 50964, time: 0.297, data: 0.019) G_GAN: 0.898 G_L1: 3.818 D_real: 0.000 D_fake: 1.031 +(epoch: 97, iters: 51064, time: 0.293, data: 0.019) G_GAN: 1.351 G_L1: 3.986 D_real: 0.003 D_fake: 0.527 +(epoch: 97, iters: 51164, time: 0.293, data: 0.018) G_GAN: 1.064 G_L1: 4.096 D_real: 0.008 D_fake: 0.872 +(epoch: 97, iters: 51264, time: 0.420, data: 0.019) G_GAN: 1.375 G_L1: 4.515 D_real: 0.005 D_fake: 0.519 +(epoch: 97, iters: 51364, time: 0.297, data: 0.018) G_GAN: 1.781 G_L1: 4.492 D_real: 0.005 D_fake: 0.476 +(epoch: 97, iters: 51464, time: 0.305, data: 0.019) G_GAN: 0.925 G_L1: 5.737 D_real: 0.000 D_fake: 1.130 +(epoch: 97, iters: 51564, time: 0.287, data: 0.019) G_GAN: 1.314 G_L1: 5.122 D_real: 0.000 D_fake: 0.560 +(epoch: 97, iters: 51664, time: 0.418, data: 0.018) G_GAN: 1.259 G_L1: 5.713 D_real: 0.000 D_fake: 0.836 +(epoch: 97, iters: 51764, time: 0.296, data: 0.020) G_GAN: 1.253 G_L1: 3.823 D_real: 0.001 D_fake: 0.624 +(epoch: 97, iters: 51864, time: 0.293, data: 0.018) G_GAN: 1.359 G_L1: 4.087 D_real: 0.000 D_fake: 0.580 +(epoch: 97, iters: 51964, time: 0.292, data: 0.019) G_GAN: 2.794 G_L1: 8.223 D_real: 0.019 D_fake: 0.249 +(epoch: 97, iters: 52064, time: 0.417, data: 0.018) G_GAN: 1.574 G_L1: 4.906 D_real: 0.003 D_fake: 0.398 +(epoch: 97, iters: 52164, time: 0.288, data: 0.021) G_GAN: 1.333 G_L1: 4.912 D_real: 0.000 D_fake: 0.606 +(epoch: 97, iters: 52264, time: 0.298, data: 0.019) G_GAN: 1.370 G_L1: 4.317 D_real: 0.000 D_fake: 0.732 +(epoch: 97, iters: 52364, time: 0.297, data: 0.019) G_GAN: 1.228 G_L1: 4.849 D_real: 0.003 D_fake: 0.732 +(epoch: 97, iters: 52464, time: 0.635, data: 0.020) G_GAN: 1.754 G_L1: 5.219 D_real: 0.000 D_fake: 0.369 +(epoch: 97, iters: 52564, time: 0.291, data: 0.017) G_GAN: 0.914 G_L1: 3.584 D_real: 0.003 D_fake: 0.803 +(epoch: 97, iters: 52664, time: 0.302, data: 0.017) G_GAN: 1.847 G_L1: 5.086 D_real: 0.000 D_fake: 0.506 +(epoch: 97, iters: 52764, time: 0.295, data: 0.020) G_GAN: 1.595 G_L1: 4.331 D_real: 0.000 D_fake: 0.404 +(epoch: 97, iters: 52864, time: 0.403, data: 0.017) G_GAN: 1.783 G_L1: 4.668 D_real: 0.002 D_fake: 0.514 +(epoch: 97, iters: 52964, time: 0.295, data: 0.017) G_GAN: 1.669 G_L1: 5.407 D_real: 0.000 D_fake: 0.513 +(epoch: 97, iters: 53064, time: 0.293, data: 0.020) G_GAN: 1.348 G_L1: 5.214 D_real: 0.006 D_fake: 0.728 +(epoch: 97, iters: 53164, time: 0.293, data: 0.021) G_GAN: 1.204 G_L1: 4.534 D_real: 0.145 D_fake: 0.695 +(epoch: 97, iters: 53264, time: 0.414, data: 0.020) G_GAN: 1.369 G_L1: 4.939 D_real: 0.000 D_fake: 0.470 +(epoch: 97, iters: 53364, time: 0.300, data: 0.021) G_GAN: 1.496 G_L1: 5.342 D_real: 0.000 D_fake: 0.435 +(epoch: 97, iters: 53464, time: 0.301, data: 0.020) G_GAN: 1.483 G_L1: 5.489 D_real: 0.000 D_fake: 0.494 +(epoch: 97, iters: 53564, time: 0.295, data: 0.019) G_GAN: 1.498 G_L1: 5.262 D_real: 0.000 D_fake: 0.453 +(epoch: 97, iters: 53664, time: 0.410, data: 0.017) G_GAN: 1.176 G_L1: 5.341 D_real: 0.000 D_fake: 0.868 +(epoch: 97, iters: 53764, time: 0.293, data: 0.019) G_GAN: 1.537 G_L1: 4.797 D_real: 0.000 D_fake: 0.445 +(epoch: 97, iters: 53864, time: 0.296, data: 0.019) G_GAN: 1.010 G_L1: 5.046 D_real: 0.001 D_fake: 0.724 +(epoch: 97, iters: 53964, time: 0.283, data: 0.019) G_GAN: 4.016 G_L1: 9.624 D_real: 0.021 D_fake: 0.131 +(epoch: 97, iters: 54064, time: 0.397, data: 0.019) G_GAN: 1.285 G_L1: 4.080 D_real: 0.000 D_fake: 0.663 +(epoch: 97, iters: 54164, time: 0.296, data: 0.019) G_GAN: 1.258 G_L1: 4.763 D_real: 0.000 D_fake: 0.582 +(epoch: 97, iters: 54264, time: 0.301, data: 0.017) G_GAN: 1.893 G_L1: 5.231 D_real: 0.003 D_fake: 0.441 +(epoch: 97, iters: 54364, time: 0.296, data: 0.020) G_GAN: 1.210 G_L1: 3.972 D_real: 0.000 D_fake: 0.598 +(epoch: 97, iters: 54464, time: 0.650, data: 0.019) G_GAN: 1.080 G_L1: 5.258 D_real: 0.000 D_fake: 0.755 +(epoch: 97, iters: 54564, time: 0.296, data: 0.018) G_GAN: 0.888 G_L1: 3.247 D_real: 0.001 D_fake: 0.908 +(epoch: 97, iters: 54664, time: 0.295, data: 0.020) G_GAN: 1.581 G_L1: 5.755 D_real: 0.003 D_fake: 0.565 +(epoch: 97, iters: 54764, time: 0.279, data: 0.020) G_GAN: 1.218 G_L1: 4.561 D_real: 0.001 D_fake: 0.559 +(epoch: 97, iters: 54864, time: 0.424, data: 0.018) G_GAN: 2.163 G_L1: 7.888 D_real: 0.000 D_fake: 0.904 +(epoch: 97, iters: 54964, time: 0.286, data: 0.020) G_GAN: 1.584 G_L1: 5.487 D_real: 0.000 D_fake: 0.574 +(epoch: 97, iters: 55064, time: 0.280, data: 0.017) G_GAN: 1.528 G_L1: 4.771 D_real: 0.000 D_fake: 0.673 +(epoch: 97, iters: 55164, time: 0.289, data: 0.018) G_GAN: 1.183 G_L1: 3.762 D_real: 0.000 D_fake: 0.612 +(epoch: 97, iters: 55264, time: 0.412, data: 0.019) G_GAN: 1.041 G_L1: 3.753 D_real: 0.000 D_fake: 0.631 +(epoch: 97, iters: 55364, time: 0.288, data: 0.020) G_GAN: 1.510 G_L1: 3.456 D_real: 0.002 D_fake: 0.404 +(epoch: 97, iters: 55464, time: 0.291, data: 0.016) G_GAN: 1.148 G_L1: 4.177 D_real: 0.000 D_fake: 0.651 +(epoch: 97, iters: 55564, time: 0.293, data: 0.018) G_GAN: 1.035 G_L1: 3.032 D_real: 0.001 D_fake: 0.768 +(epoch: 97, iters: 55664, time: 0.406, data: 0.019) G_GAN: 1.189 G_L1: 3.404 D_real: 0.001 D_fake: 0.563 +(epoch: 97, iters: 55764, time: 0.292, data: 0.019) G_GAN: 1.422 G_L1: 4.997 D_real: 0.000 D_fake: 0.569 +(epoch: 97, iters: 55864, time: 0.288, data: 0.028) G_GAN: 2.253 G_L1: 5.381 D_real: 0.212 D_fake: 0.258 +(epoch: 97, iters: 55964, time: 0.291, data: 0.020) G_GAN: 1.288 G_L1: 3.900 D_real: 0.000 D_fake: 0.629 +(epoch: 97, iters: 56064, time: 0.416, data: 0.019) G_GAN: 0.988 G_L1: 5.146 D_real: 0.004 D_fake: 0.784 +(epoch: 97, iters: 56164, time: 0.291, data: 0.019) G_GAN: 1.039 G_L1: 4.833 D_real: 0.000 D_fake: 0.708 +(epoch: 97, iters: 56264, time: 0.288, data: 0.019) G_GAN: 1.597 G_L1: 4.393 D_real: 0.000 D_fake: 0.410 +(epoch: 97, iters: 56364, time: 0.294, data: 0.018) G_GAN: 0.830 G_L1: 4.482 D_real: 0.000 D_fake: 0.849 +(epoch: 97, iters: 56464, time: 0.590, data: 0.018) G_GAN: 0.915 G_L1: 3.821 D_real: 0.002 D_fake: 0.748 +(epoch: 97, iters: 56564, time: 0.294, data: 0.019) G_GAN: 1.031 G_L1: 3.848 D_real: 0.000 D_fake: 0.708 +(epoch: 97, iters: 56664, time: 0.293, data: 0.019) G_GAN: 1.359 G_L1: 3.759 D_real: 0.000 D_fake: 0.460 +(epoch: 97, iters: 56764, time: 0.296, data: 0.018) G_GAN: 1.227 G_L1: 6.598 D_real: 0.000 D_fake: 0.544 +(epoch: 97, iters: 56864, time: 0.416, data: 0.019) G_GAN: 1.304 G_L1: 5.687 D_real: 0.000 D_fake: 0.886 +(epoch: 97, iters: 56964, time: 0.293, data: 0.019) G_GAN: 1.134 G_L1: 3.069 D_real: 0.003 D_fake: 0.651 +(epoch: 97, iters: 57064, time: 0.293, data: 0.019) G_GAN: 2.108 G_L1: 3.884 D_real: 0.000 D_fake: 0.268 +(epoch: 97, iters: 57164, time: 0.294, data: 0.023) G_GAN: 1.185 G_L1: 4.222 D_real: 0.008 D_fake: 0.675 +(epoch: 97, iters: 57264, time: 0.370, data: 0.017) G_GAN: 1.301 G_L1: 5.071 D_real: 0.000 D_fake: 0.513 +(epoch: 97, iters: 57364, time: 0.281, data: 0.019) G_GAN: 1.010 G_L1: 4.069 D_real: 0.000 D_fake: 0.666 +(epoch: 97, iters: 57464, time: 0.287, data: 0.018) G_GAN: 0.935 G_L1: 4.247 D_real: 0.000 D_fake: 0.733 +(epoch: 97, iters: 57564, time: 0.299, data: 0.017) G_GAN: 1.085 G_L1: 4.055 D_real: 0.005 D_fake: 0.714 +(epoch: 97, iters: 57664, time: 0.411, data: 0.020) G_GAN: 1.961 G_L1: 6.594 D_real: 0.066 D_fake: 0.222 +(epoch: 97, iters: 57764, time: 0.299, data: 0.018) G_GAN: 1.053 G_L1: 4.773 D_real: 0.001 D_fake: 0.696 +(epoch: 97, iters: 57864, time: 0.301, data: 0.019) G_GAN: 1.467 G_L1: 4.594 D_real: 0.005 D_fake: 0.454 +(epoch: 97, iters: 57964, time: 0.295, data: 0.019) G_GAN: 1.117 G_L1: 3.859 D_real: 0.001 D_fake: 0.751 +(epoch: 97, iters: 58064, time: 0.415, data: 0.018) G_GAN: 1.017 G_L1: 4.641 D_real: 0.000 D_fake: 0.697 +(epoch: 97, iters: 58164, time: 0.298, data: 0.020) G_GAN: 1.067 G_L1: 5.049 D_real: 0.002 D_fake: 0.705 +(epoch: 97, iters: 58264, time: 0.290, data: 0.020) G_GAN: 1.695 G_L1: 4.655 D_real: 0.000 D_fake: 0.367 +(epoch: 97, iters: 58364, time: 0.296, data: 0.018) G_GAN: 1.529 G_L1: 6.511 D_real: 0.000 D_fake: 0.415 +(epoch: 97, iters: 58464, time: 0.597, data: 0.019) G_GAN: 1.621 G_L1: 4.889 D_real: 0.000 D_fake: 0.579 +(epoch: 97, iters: 58564, time: 0.302, data: 0.020) G_GAN: 1.846 G_L1: 4.039 D_real: 0.004 D_fake: 0.268 +(epoch: 97, iters: 58664, time: 0.303, data: 0.020) G_GAN: 3.977 G_L1: 7.436 D_real: 0.003 D_fake: 0.269 +(epoch: 97, iters: 58764, time: 0.295, data: 0.020) G_GAN: 1.344 G_L1: 4.202 D_real: 0.000 D_fake: 0.541 +(epoch: 97, iters: 58864, time: 0.371, data: 0.018) G_GAN: 0.955 G_L1: 2.955 D_real: 0.016 D_fake: 0.644 +(epoch: 97, iters: 58964, time: 0.293, data: 0.019) G_GAN: 0.927 G_L1: 5.866 D_real: 0.000 D_fake: 0.787 +(epoch: 97, iters: 59064, time: 0.294, data: 0.018) G_GAN: 0.974 G_L1: 3.979 D_real: 0.002 D_fake: 0.709 +(epoch: 97, iters: 59164, time: 0.282, data: 0.019) G_GAN: 1.133 G_L1: 3.857 D_real: 0.007 D_fake: 0.617 +(epoch: 97, iters: 59264, time: 0.392, data: 0.018) G_GAN: 1.687 G_L1: 4.654 D_real: 0.030 D_fake: 0.472 +(epoch: 97, iters: 59364, time: 0.272, data: 0.017) G_GAN: 1.264 G_L1: 4.121 D_real: 0.000 D_fake: 0.654 +(epoch: 97, iters: 59464, time: 0.281, data: 0.016) G_GAN: 1.068 G_L1: 5.140 D_real: 0.004 D_fake: 0.641 +(epoch: 97, iters: 59564, time: 0.294, data: 0.016) G_GAN: 0.961 G_L1: 5.029 D_real: 0.000 D_fake: 0.808 +(epoch: 97, iters: 59664, time: 0.423, data: 0.018) G_GAN: 1.367 G_L1: 3.516 D_real: 0.002 D_fake: 0.412 +(epoch: 97, iters: 59764, time: 0.297, data: 0.023) G_GAN: 1.512 G_L1: 4.132 D_real: 0.001 D_fake: 0.451 +(epoch: 97, iters: 59864, time: 0.300, data: 0.019) G_GAN: 0.975 G_L1: 3.189 D_real: 0.005 D_fake: 0.718 +(epoch: 97, iters: 59964, time: 0.294, data: 0.020) G_GAN: 1.026 G_L1: 4.563 D_real: 0.000 D_fake: 0.627 +(epoch: 98, iters: 48, time: 0.617, data: 0.018) G_GAN: 1.151 G_L1: 5.657 D_real: 0.000 D_fake: 0.556 +(epoch: 98, iters: 148, time: 0.303, data: 0.018) G_GAN: 1.215 G_L1: 4.232 D_real: 0.000 D_fake: 0.585 +(epoch: 98, iters: 248, time: 0.303, data: 0.020) G_GAN: 1.299 G_L1: 3.761 D_real: 0.009 D_fake: 0.500 +(epoch: 98, iters: 348, time: 0.290, data: 0.020) G_GAN: 2.062 G_L1: 5.356 D_real: 0.009 D_fake: 0.578 +(epoch: 98, iters: 448, time: 0.557, data: 0.018) G_GAN: 0.906 G_L1: 3.430 D_real: 0.001 D_fake: 0.732 +(epoch: 98, iters: 548, time: 0.291, data: 0.016) G_GAN: 2.087 G_L1: 5.907 D_real: 0.000 D_fake: 0.326 +(epoch: 98, iters: 648, time: 0.297, data: 0.018) G_GAN: 1.240 G_L1: 3.903 D_real: 0.000 D_fake: 0.514 +(epoch: 98, iters: 748, time: 0.287, data: 0.022) G_GAN: 2.068 G_L1: 6.966 D_real: 0.000 D_fake: 0.483 +(epoch: 98, iters: 848, time: 0.399, data: 0.018) G_GAN: 1.951 G_L1: 5.889 D_real: 0.000 D_fake: 0.384 +(epoch: 98, iters: 948, time: 0.266, data: 0.017) G_GAN: 1.514 G_L1: 5.718 D_real: 0.005 D_fake: 0.508 +(epoch: 98, iters: 1048, time: 0.289, data: 0.016) G_GAN: 2.366 G_L1: 6.150 D_real: 0.006 D_fake: 1.875 +(epoch: 98, iters: 1148, time: 0.280, data: 0.018) G_GAN: 1.526 G_L1: 4.373 D_real: 0.000 D_fake: 0.420 +(epoch: 98, iters: 1248, time: 0.368, data: 0.018) G_GAN: 1.279 G_L1: 6.753 D_real: 0.001 D_fake: 0.602 +(epoch: 98, iters: 1348, time: 0.290, data: 0.018) G_GAN: 1.120 G_L1: 3.642 D_real: 0.000 D_fake: 0.419 +(epoch: 98, iters: 1448, time: 0.290, data: 0.018) G_GAN: 0.981 G_L1: 4.139 D_real: 0.001 D_fake: 0.685 +(epoch: 98, iters: 1548, time: 0.291, data: 0.018) G_GAN: 1.689 G_L1: 4.729 D_real: 0.001 D_fake: 0.312 +(epoch: 98, iters: 1648, time: 0.394, data: 0.019) G_GAN: 1.144 G_L1: 4.798 D_real: 0.000 D_fake: 0.575 +(epoch: 98, iters: 1748, time: 0.279, data: 0.019) G_GAN: 2.793 G_L1: 5.599 D_real: 0.005 D_fake: 0.314 +(epoch: 98, iters: 1848, time: 0.289, data: 0.017) G_GAN: 2.094 G_L1: 6.380 D_real: 0.002 D_fake: 0.310 +(epoch: 98, iters: 1948, time: 0.287, data: 0.020) G_GAN: 1.986 G_L1: 6.081 D_real: 0.023 D_fake: 0.540 +(epoch: 98, iters: 2048, time: 0.386, data: 0.020) G_GAN: 1.687 G_L1: 4.163 D_real: 0.000 D_fake: 0.371 +(epoch: 98, iters: 2148, time: 0.290, data: 0.018) G_GAN: 1.770 G_L1: 6.949 D_real: 0.004 D_fake: 0.579 +(epoch: 98, iters: 2248, time: 0.295, data: 0.020) G_GAN: 1.726 G_L1: 5.061 D_real: 0.007 D_fake: 0.332 +(epoch: 98, iters: 2348, time: 0.297, data: 0.022) G_GAN: 1.518 G_L1: 5.180 D_real: 0.003 D_fake: 0.465 +(epoch: 98, iters: 2448, time: 0.664, data: 0.021) G_GAN: 1.056 G_L1: 5.289 D_real: 0.013 D_fake: 0.523 +(epoch: 98, iters: 2548, time: 0.299, data: 0.019) G_GAN: 1.021 G_L1: 3.174 D_real: 0.021 D_fake: 0.685 +(epoch: 98, iters: 2648, time: 0.298, data: 0.019) G_GAN: 1.079 G_L1: 4.091 D_real: 0.000 D_fake: 0.629 +(epoch: 98, iters: 2748, time: 0.304, data: 0.024) G_GAN: 1.281 G_L1: 3.718 D_real: 0.000 D_fake: 0.453 +(epoch: 98, iters: 2848, time: 0.399, data: 0.020) G_GAN: 1.926 G_L1: 6.252 D_real: 0.001 D_fake: 0.765 +(epoch: 98, iters: 2948, time: 0.287, data: 0.018) G_GAN: 0.982 G_L1: 5.050 D_real: 0.024 D_fake: 0.768 +(epoch: 98, iters: 3048, time: 0.282, data: 0.018) G_GAN: 1.044 G_L1: 3.350 D_real: 0.000 D_fake: 0.793 +(epoch: 98, iters: 3148, time: 0.288, data: 0.017) G_GAN: 1.330 G_L1: 5.234 D_real: 0.000 D_fake: 0.834 +(epoch: 98, iters: 3248, time: 0.416, data: 0.018) G_GAN: 1.175 G_L1: 4.836 D_real: 0.000 D_fake: 0.526 +(epoch: 98, iters: 3348, time: 0.265, data: 0.020) G_GAN: 1.515 G_L1: 6.203 D_real: 0.002 D_fake: 0.618 +(epoch: 98, iters: 3448, time: 0.300, data: 0.017) G_GAN: 2.120 G_L1: 6.675 D_real: 0.004 D_fake: 0.539 +(epoch: 98, iters: 3548, time: 0.303, data: 0.020) G_GAN: 1.681 G_L1: 4.121 D_real: 0.000 D_fake: 0.332 +(epoch: 98, iters: 3648, time: 0.417, data: 0.021) G_GAN: 1.508 G_L1: 4.794 D_real: 0.002 D_fake: 0.663 +(epoch: 98, iters: 3748, time: 0.300, data: 0.016) G_GAN: 1.108 G_L1: 6.241 D_real: 0.000 D_fake: 0.698 +(epoch: 98, iters: 3848, time: 0.300, data: 0.020) G_GAN: 1.219 G_L1: 5.008 D_real: 0.000 D_fake: 0.542 +(epoch: 98, iters: 3948, time: 0.301, data: 0.019) G_GAN: 1.206 G_L1: 3.704 D_real: 0.000 D_fake: 0.473 +(epoch: 98, iters: 4048, time: 0.412, data: 0.019) G_GAN: 0.975 G_L1: 4.348 D_real: 0.003 D_fake: 0.742 +(epoch: 98, iters: 4148, time: 0.293, data: 0.019) G_GAN: 1.334 G_L1: 5.035 D_real: 0.000 D_fake: 0.466 +(epoch: 98, iters: 4248, time: 0.291, data: 0.017) G_GAN: 1.131 G_L1: 5.077 D_real: 0.001 D_fake: 0.568 +(epoch: 98, iters: 4348, time: 0.286, data: 0.019) G_GAN: 1.095 G_L1: 5.131 D_real: 0.000 D_fake: 0.572 +(epoch: 98, iters: 4448, time: 0.631, data: 0.018) G_GAN: 2.423 G_L1: 5.532 D_real: 0.001 D_fake: 0.397 +(epoch: 98, iters: 4548, time: 0.295, data: 0.018) G_GAN: 1.327 G_L1: 4.663 D_real: 0.002 D_fake: 0.504 +(epoch: 98, iters: 4648, time: 0.302, data: 0.018) G_GAN: 1.589 G_L1: 4.249 D_real: 0.000 D_fake: 0.351 +(epoch: 98, iters: 4748, time: 0.287, data: 0.019) G_GAN: 1.016 G_L1: 4.165 D_real: 0.001 D_fake: 0.677 +(epoch: 98, iters: 4848, time: 0.412, data: 0.017) G_GAN: 1.462 G_L1: 5.529 D_real: 0.003 D_fake: 0.528 +(epoch: 98, iters: 4948, time: 0.290, data: 0.019) G_GAN: 1.598 G_L1: 4.638 D_real: 0.000 D_fake: 0.320 +(epoch: 98, iters: 5048, time: 0.290, data: 0.017) G_GAN: 1.085 G_L1: 5.490 D_real: 0.001 D_fake: 0.724 +(epoch: 98, iters: 5148, time: 0.299, data: 0.017) G_GAN: 1.668 G_L1: 5.170 D_real: 0.001 D_fake: 0.387 +(epoch: 98, iters: 5248, time: 0.407, data: 0.017) G_GAN: 1.905 G_L1: 5.953 D_real: 0.027 D_fake: 0.318 +(epoch: 98, iters: 5348, time: 0.298, data: 0.018) G_GAN: 1.278 G_L1: 3.999 D_real: 0.003 D_fake: 0.616 +(epoch: 98, iters: 5448, time: 0.294, data: 0.018) G_GAN: 1.142 G_L1: 4.060 D_real: 0.002 D_fake: 0.692 +(epoch: 98, iters: 5548, time: 0.293, data: 0.018) G_GAN: 2.233 G_L1: 5.272 D_real: 0.001 D_fake: 0.468 +(epoch: 98, iters: 5648, time: 0.424, data: 0.018) G_GAN: 0.887 G_L1: 6.362 D_real: 0.003 D_fake: 1.645 +(epoch: 98, iters: 5748, time: 0.301, data: 0.019) G_GAN: 0.762 G_L1: 4.667 D_real: 0.000 D_fake: 0.873 +(epoch: 98, iters: 5848, time: 0.298, data: 0.020) G_GAN: 1.217 G_L1: 4.352 D_real: 0.016 D_fake: 0.569 +(epoch: 98, iters: 5948, time: 0.295, data: 0.018) G_GAN: 1.231 G_L1: 4.495 D_real: 0.000 D_fake: 0.524 +(epoch: 98, iters: 6048, time: 0.384, data: 0.018) G_GAN: 1.400 G_L1: 5.701 D_real: 0.000 D_fake: 0.563 +(epoch: 98, iters: 6148, time: 0.294, data: 0.017) G_GAN: 1.325 G_L1: 6.799 D_real: 0.004 D_fake: 0.588 +(epoch: 98, iters: 6248, time: 0.302, data: 0.017) G_GAN: 1.095 G_L1: 3.935 D_real: 0.003 D_fake: 0.692 +(epoch: 98, iters: 6348, time: 0.306, data: 0.018) G_GAN: 0.871 G_L1: 5.789 D_real: 0.366 D_fake: 0.946 +(epoch: 98, iters: 6448, time: 0.637, data: 0.018) G_GAN: 1.453 G_L1: 6.605 D_real: 0.061 D_fake: 0.672 +(epoch: 98, iters: 6548, time: 0.297, data: 0.021) G_GAN: 0.819 G_L1: 5.486 D_real: 0.151 D_fake: 1.075 +(epoch: 98, iters: 6648, time: 0.287, data: 0.019) G_GAN: 0.753 G_L1: 3.920 D_real: 0.000 D_fake: 0.973 +(epoch: 98, iters: 6748, time: 0.294, data: 0.017) G_GAN: 1.864 G_L1: 5.227 D_real: 0.002 D_fake: 0.320 +(epoch: 98, iters: 6848, time: 0.397, data: 0.019) G_GAN: 1.286 G_L1: 5.693 D_real: 0.099 D_fake: 0.533 +(epoch: 98, iters: 6948, time: 0.290, data: 0.018) G_GAN: 0.754 G_L1: 3.282 D_real: 0.011 D_fake: 0.739 +(epoch: 98, iters: 7048, time: 0.302, data: 0.019) G_GAN: 1.193 G_L1: 3.474 D_real: 0.003 D_fake: 0.589 +(epoch: 98, iters: 7148, time: 0.289, data: 0.018) G_GAN: 0.749 G_L1: 4.183 D_real: 0.000 D_fake: 1.174 +(epoch: 98, iters: 7248, time: 0.387, data: 0.016) G_GAN: 1.497 G_L1: 5.528 D_real: 0.000 D_fake: 0.437 +(epoch: 98, iters: 7348, time: 0.288, data: 0.017) G_GAN: 1.245 G_L1: 4.103 D_real: 0.001 D_fake: 0.697 +(epoch: 98, iters: 7448, time: 0.301, data: 0.021) G_GAN: 1.379 G_L1: 4.019 D_real: 0.031 D_fake: 0.552 +(epoch: 98, iters: 7548, time: 0.293, data: 0.018) G_GAN: 1.295 G_L1: 5.138 D_real: 0.000 D_fake: 0.471 +(epoch: 98, iters: 7648, time: 0.387, data: 0.018) G_GAN: 1.424 G_L1: 3.461 D_real: 0.005 D_fake: 0.424 +(epoch: 98, iters: 7748, time: 0.288, data: 0.018) G_GAN: 1.232 G_L1: 4.097 D_real: 0.001 D_fake: 0.535 +(epoch: 98, iters: 7848, time: 0.293, data: 0.018) G_GAN: 1.041 G_L1: 3.606 D_real: 0.003 D_fake: 0.593 +(epoch: 98, iters: 7948, time: 0.289, data: 0.017) G_GAN: 1.698 G_L1: 5.174 D_real: 0.449 D_fake: 0.366 +(epoch: 98, iters: 8048, time: 0.380, data: 0.017) G_GAN: 1.043 G_L1: 4.440 D_real: 0.001 D_fake: 0.756 +(epoch: 98, iters: 8148, time: 0.292, data: 0.021) G_GAN: 1.065 G_L1: 4.725 D_real: 0.000 D_fake: 0.847 +(epoch: 98, iters: 8248, time: 0.299, data: 0.018) G_GAN: 1.599 G_L1: 5.045 D_real: 0.022 D_fake: 0.378 +(epoch: 98, iters: 8348, time: 0.286, data: 0.018) G_GAN: 1.568 G_L1: 4.271 D_real: 0.000 D_fake: 0.406 +(epoch: 98, iters: 8448, time: 0.663, data: 0.016) G_GAN: 1.839 G_L1: 3.834 D_real: 0.001 D_fake: 0.328 +(epoch: 98, iters: 8548, time: 0.263, data: 0.019) G_GAN: 1.082 G_L1: 4.836 D_real: 0.009 D_fake: 0.664 +(epoch: 98, iters: 8648, time: 0.272, data: 0.016) G_GAN: 0.736 G_L1: 3.917 D_real: 0.002 D_fake: 1.063 +(epoch: 98, iters: 8748, time: 0.297, data: 0.015) G_GAN: 1.401 G_L1: 4.279 D_real: 0.004 D_fake: 0.433 +(epoch: 98, iters: 8848, time: 0.371, data: 0.021) G_GAN: 1.126 G_L1: 4.306 D_real: 0.000 D_fake: 0.519 +(epoch: 98, iters: 8948, time: 0.290, data: 0.016) G_GAN: 1.038 G_L1: 4.150 D_real: 0.019 D_fake: 0.688 +(epoch: 98, iters: 9048, time: 0.283, data: 0.017) G_GAN: 1.188 G_L1: 4.155 D_real: 0.003 D_fake: 0.455 +(epoch: 98, iters: 9148, time: 0.283, data: 0.017) G_GAN: 1.054 G_L1: 4.362 D_real: 0.055 D_fake: 0.740 +(epoch: 98, iters: 9248, time: 0.411, data: 0.017) G_GAN: 1.405 G_L1: 5.892 D_real: 0.003 D_fake: 0.424 +(epoch: 98, iters: 9348, time: 0.293, data: 0.017) G_GAN: 0.733 G_L1: 4.779 D_real: 0.017 D_fake: 0.856 +(epoch: 98, iters: 9448, time: 0.271, data: 0.016) G_GAN: 1.613 G_L1: 5.679 D_real: 0.035 D_fake: 0.408 +(epoch: 98, iters: 9548, time: 0.270, data: 0.014) G_GAN: 1.876 G_L1: 5.339 D_real: 0.060 D_fake: 0.680 +(epoch: 98, iters: 9648, time: 0.375, data: 0.016) G_GAN: 1.361 G_L1: 5.169 D_real: 0.275 D_fake: 0.409 +(epoch: 98, iters: 9748, time: 0.282, data: 0.016) G_GAN: 1.409 G_L1: 4.733 D_real: 0.011 D_fake: 0.770 +(epoch: 98, iters: 9848, time: 0.295, data: 0.018) G_GAN: 1.914 G_L1: 4.991 D_real: 0.024 D_fake: 0.395 +(epoch: 98, iters: 9948, time: 0.275, data: 0.018) G_GAN: 1.609 G_L1: 5.874 D_real: 0.000 D_fake: 0.569 +(epoch: 98, iters: 10048, time: 0.364, data: 0.017) G_GAN: 0.951 G_L1: 4.181 D_real: 0.009 D_fake: 0.785 +(epoch: 98, iters: 10148, time: 0.285, data: 0.016) G_GAN: 2.066 G_L1: 4.183 D_real: 0.021 D_fake: 0.559 +(epoch: 98, iters: 10248, time: 0.261, data: 0.020) G_GAN: 1.851 G_L1: 6.601 D_real: 0.380 D_fake: 0.319 +(epoch: 98, iters: 10348, time: 0.285, data: 0.013) G_GAN: 1.674 G_L1: 4.993 D_real: 0.021 D_fake: 0.356 +(epoch: 98, iters: 10448, time: 0.647, data: 0.017) G_GAN: 3.370 G_L1: 9.573 D_real: 0.775 D_fake: 0.113 +(epoch: 98, iters: 10548, time: 0.287, data: 0.015) G_GAN: 2.278 G_L1: 4.511 D_real: 0.074 D_fake: 0.335 +(epoch: 98, iters: 10648, time: 0.283, data: 0.017) G_GAN: 2.383 G_L1: 6.931 D_real: 0.011 D_fake: 0.538 +(epoch: 98, iters: 10748, time: 0.256, data: 0.017) G_GAN: 1.391 G_L1: 4.324 D_real: 0.000 D_fake: 0.399 +(epoch: 98, iters: 10848, time: 0.397, data: 0.015) G_GAN: 1.061 G_L1: 3.780 D_real: 0.582 D_fake: 0.483 +(epoch: 98, iters: 10948, time: 0.286, data: 0.017) G_GAN: 2.825 G_L1: 5.433 D_real: 0.007 D_fake: 0.283 +(epoch: 98, iters: 11048, time: 0.275, data: 0.017) G_GAN: 3.070 G_L1: 5.634 D_real: 0.108 D_fake: 0.123 +(epoch: 98, iters: 11148, time: 0.276, data: 0.014) G_GAN: 2.206 G_L1: 4.233 D_real: 0.140 D_fake: 0.243 +(epoch: 98, iters: 11248, time: 0.390, data: 0.017) G_GAN: 1.800 G_L1: 4.146 D_real: 0.005 D_fake: 0.466 +(epoch: 98, iters: 11348, time: 0.272, data: 0.016) G_GAN: 1.944 G_L1: 4.736 D_real: 0.069 D_fake: 0.316 +(epoch: 98, iters: 11448, time: 0.291, data: 0.017) G_GAN: 2.367 G_L1: 4.461 D_real: 0.030 D_fake: 0.384 +(epoch: 98, iters: 11548, time: 0.282, data: 0.017) G_GAN: 2.867 G_L1: 5.885 D_real: 0.000 D_fake: 0.155 +(epoch: 98, iters: 11648, time: 0.402, data: 0.016) G_GAN: 3.830 G_L1: 6.347 D_real: 0.037 D_fake: 0.185 +(epoch: 98, iters: 11748, time: 0.262, data: 0.017) G_GAN: 2.381 G_L1: 6.221 D_real: 0.170 D_fake: 0.352 +(epoch: 98, iters: 11848, time: 0.274, data: 0.015) G_GAN: 2.219 G_L1: 3.903 D_real: 0.254 D_fake: 0.306 +(epoch: 98, iters: 11948, time: 0.270, data: 0.015) G_GAN: 1.969 G_L1: 4.565 D_real: 0.006 D_fake: 0.253 +(epoch: 98, iters: 12048, time: 0.385, data: 0.015) G_GAN: 2.003 G_L1: 5.747 D_real: 0.000 D_fake: 0.470 +(epoch: 98, iters: 12148, time: 0.266, data: 0.014) G_GAN: 2.681 G_L1: 5.512 D_real: 0.005 D_fake: 0.193 +(epoch: 98, iters: 12248, time: 0.279, data: 0.015) G_GAN: 1.511 G_L1: 4.593 D_real: 0.000 D_fake: 0.478 +(epoch: 98, iters: 12348, time: 0.292, data: 0.017) G_GAN: 1.298 G_L1: 3.502 D_real: 0.000 D_fake: 0.416 +(epoch: 98, iters: 12448, time: 0.631, data: 0.016) G_GAN: 2.524 G_L1: 5.903 D_real: 0.006 D_fake: 0.189 +(epoch: 98, iters: 12548, time: 0.256, data: 0.015) G_GAN: 1.036 G_L1: 3.628 D_real: 0.001 D_fake: 0.716 +(epoch: 98, iters: 12648, time: 0.271, data: 0.014) G_GAN: 2.775 G_L1: 4.378 D_real: 0.000 D_fake: 0.202 +(epoch: 98, iters: 12748, time: 0.291, data: 0.016) G_GAN: 2.074 G_L1: 4.484 D_real: 0.150 D_fake: 0.261 +(epoch: 98, iters: 12848, time: 0.371, data: 0.015) G_GAN: 1.420 G_L1: 4.151 D_real: 0.077 D_fake: 0.593 +(epoch: 98, iters: 12948, time: 0.276, data: 0.016) G_GAN: 1.791 G_L1: 3.577 D_real: 0.055 D_fake: 0.294 +(epoch: 98, iters: 13048, time: 0.271, data: 0.015) G_GAN: 2.104 G_L1: 3.929 D_real: 0.042 D_fake: 0.422 +(epoch: 98, iters: 13148, time: 0.284, data: 0.015) G_GAN: 2.843 G_L1: 4.812 D_real: 0.034 D_fake: 0.156 +(epoch: 98, iters: 13248, time: 0.399, data: 0.016) G_GAN: 2.947 G_L1: 5.134 D_real: 0.585 D_fake: 0.358 +(epoch: 98, iters: 13348, time: 0.258, data: 0.017) G_GAN: 1.106 G_L1: 4.526 D_real: 0.028 D_fake: 1.275 +(epoch: 98, iters: 13448, time: 0.273, data: 0.015) G_GAN: 1.799 G_L1: 3.874 D_real: 0.019 D_fake: 0.765 +(epoch: 98, iters: 13548, time: 0.300, data: 0.018) G_GAN: 2.289 G_L1: 5.371 D_real: 0.145 D_fake: 0.281 +(epoch: 98, iters: 13648, time: 0.427, data: 0.020) G_GAN: 1.780 G_L1: 7.511 D_real: 0.270 D_fake: 0.599 +(epoch: 98, iters: 13748, time: 0.290, data: 0.018) G_GAN: 2.316 G_L1: 5.028 D_real: 0.003 D_fake: 0.283 +(epoch: 98, iters: 13848, time: 0.289, data: 0.017) G_GAN: 2.558 G_L1: 6.129 D_real: 0.026 D_fake: 0.232 +(epoch: 98, iters: 13948, time: 0.277, data: 0.018) G_GAN: 1.883 G_L1: 4.704 D_real: 0.325 D_fake: 0.752 +(epoch: 98, iters: 14048, time: 0.407, data: 0.016) G_GAN: 2.040 G_L1: 3.658 D_real: 0.142 D_fake: 0.270 +(epoch: 98, iters: 14148, time: 0.277, data: 0.017) G_GAN: 2.000 G_L1: 4.362 D_real: 0.156 D_fake: 0.334 +(epoch: 98, iters: 14248, time: 0.299, data: 0.016) G_GAN: 2.571 G_L1: 4.262 D_real: 0.046 D_fake: 0.287 +(epoch: 98, iters: 14348, time: 0.286, data: 0.019) G_GAN: 1.987 G_L1: 4.723 D_real: 0.034 D_fake: 0.251 +(epoch: 98, iters: 14448, time: 0.657, data: 0.017) G_GAN: 3.256 G_L1: 3.497 D_real: 0.497 D_fake: 0.065 +(epoch: 98, iters: 14548, time: 0.297, data: 0.017) G_GAN: 1.724 G_L1: 4.911 D_real: 0.160 D_fake: 0.563 +(epoch: 98, iters: 14648, time: 0.293, data: 0.020) G_GAN: 2.127 G_L1: 4.352 D_real: 0.211 D_fake: 0.337 +(epoch: 98, iters: 14748, time: 0.301, data: 0.017) G_GAN: 1.800 G_L1: 4.250 D_real: 0.563 D_fake: 0.337 +(epoch: 98, iters: 14848, time: 0.426, data: 0.020) G_GAN: 3.029 G_L1: 3.821 D_real: 0.010 D_fake: 0.155 +(epoch: 98, iters: 14948, time: 0.292, data: 0.019) G_GAN: 3.276 G_L1: 4.842 D_real: 0.021 D_fake: 0.150 +(epoch: 98, iters: 15048, time: 0.290, data: 0.020) G_GAN: 2.862 G_L1: 6.012 D_real: 0.032 D_fake: 0.484 +(epoch: 98, iters: 15148, time: 0.294, data: 0.018) G_GAN: 3.209 G_L1: 4.516 D_real: 0.092 D_fake: 0.151 +(epoch: 98, iters: 15248, time: 0.407, data: 0.020) G_GAN: 3.501 G_L1: 5.517 D_real: 0.027 D_fake: 0.495 +(epoch: 98, iters: 15348, time: 0.291, data: 0.019) G_GAN: 2.997 G_L1: 3.664 D_real: 0.246 D_fake: 0.107 +(epoch: 98, iters: 15448, time: 0.277, data: 0.018) G_GAN: 2.541 G_L1: 4.373 D_real: 0.090 D_fake: 0.347 +(epoch: 98, iters: 15548, time: 0.288, data: 0.017) G_GAN: 2.157 G_L1: 3.015 D_real: 0.143 D_fake: 0.374 +(epoch: 98, iters: 15648, time: 0.407, data: 0.018) G_GAN: 2.976 G_L1: 6.116 D_real: 0.051 D_fake: 0.291 +(epoch: 98, iters: 15748, time: 0.292, data: 0.017) G_GAN: 2.309 G_L1: 5.396 D_real: 0.007 D_fake: 0.204 +(epoch: 98, iters: 15848, time: 0.293, data: 0.017) G_GAN: 1.863 G_L1: 3.804 D_real: 0.003 D_fake: 0.367 +(epoch: 98, iters: 15948, time: 0.269, data: 0.018) G_GAN: 1.967 G_L1: 3.946 D_real: 0.004 D_fake: 0.291 +(epoch: 98, iters: 16048, time: 0.404, data: 0.014) G_GAN: 1.588 G_L1: 4.720 D_real: 0.052 D_fake: 0.443 +(epoch: 98, iters: 16148, time: 0.297, data: 0.018) G_GAN: 1.993 G_L1: 3.947 D_real: 0.008 D_fake: 0.237 +(epoch: 98, iters: 16248, time: 0.300, data: 0.019) G_GAN: 1.704 G_L1: 4.522 D_real: 0.000 D_fake: 0.452 +(epoch: 98, iters: 16348, time: 0.306, data: 0.020) G_GAN: 1.841 G_L1: 5.889 D_real: 0.004 D_fake: 0.290 +(epoch: 98, iters: 16448, time: 0.651, data: 0.021) G_GAN: 2.443 G_L1: 3.874 D_real: 0.098 D_fake: 0.479 +(epoch: 98, iters: 16548, time: 0.292, data: 0.019) G_GAN: 2.106 G_L1: 4.260 D_real: 0.074 D_fake: 0.364 +(epoch: 98, iters: 16648, time: 0.282, data: 0.018) G_GAN: 3.038 G_L1: 3.509 D_real: 0.061 D_fake: 0.335 +(epoch: 98, iters: 16748, time: 0.277, data: 0.017) G_GAN: 2.202 G_L1: 4.328 D_real: 0.025 D_fake: 0.232 +(epoch: 98, iters: 16848, time: 0.409, data: 0.015) G_GAN: 2.597 G_L1: 4.846 D_real: 0.007 D_fake: 0.281 +(epoch: 98, iters: 16948, time: 0.287, data: 0.019) G_GAN: 3.326 G_L1: 5.664 D_real: 0.006 D_fake: 0.194 +(epoch: 98, iters: 17048, time: 0.296, data: 0.017) G_GAN: 1.941 G_L1: 4.991 D_real: 0.047 D_fake: 0.402 +(epoch: 98, iters: 17148, time: 0.282, data: 0.020) G_GAN: 1.890 G_L1: 4.851 D_real: 0.009 D_fake: 0.491 +(epoch: 98, iters: 17248, time: 0.407, data: 0.016) G_GAN: 1.494 G_L1: 5.156 D_real: 0.006 D_fake: 0.441 +(epoch: 98, iters: 17348, time: 0.282, data: 0.019) G_GAN: 1.746 G_L1: 3.465 D_real: 0.003 D_fake: 0.453 +(epoch: 98, iters: 17448, time: 0.284, data: 0.019) G_GAN: 3.116 G_L1: 5.381 D_real: 0.047 D_fake: 0.191 +(epoch: 98, iters: 17548, time: 0.295, data: 0.017) G_GAN: 2.860 G_L1: 6.191 D_real: 0.008 D_fake: 0.297 +(epoch: 98, iters: 17648, time: 0.417, data: 0.018) G_GAN: 2.514 G_L1: 4.152 D_real: 0.038 D_fake: 0.163 +(epoch: 98, iters: 17748, time: 0.300, data: 0.019) G_GAN: 1.727 G_L1: 4.684 D_real: 0.116 D_fake: 0.412 +(epoch: 98, iters: 17848, time: 0.300, data: 0.020) G_GAN: 1.355 G_L1: 4.964 D_real: 0.021 D_fake: 0.508 +(epoch: 98, iters: 17948, time: 0.274, data: 0.021) G_GAN: 1.605 G_L1: 4.245 D_real: 0.001 D_fake: 0.542 +(epoch: 98, iters: 18048, time: 0.402, data: 0.017) G_GAN: 3.160 G_L1: 6.500 D_real: 0.009 D_fake: 0.181 +(epoch: 98, iters: 18148, time: 0.276, data: 0.019) G_GAN: 1.456 G_L1: 3.884 D_real: 0.015 D_fake: 0.705 +(epoch: 98, iters: 18248, time: 0.286, data: 0.018) G_GAN: 2.718 G_L1: 5.226 D_real: 0.000 D_fake: 0.260 +(epoch: 98, iters: 18348, time: 0.285, data: 0.017) G_GAN: 1.625 G_L1: 3.756 D_real: 0.017 D_fake: 0.392 +(epoch: 98, iters: 18448, time: 0.673, data: 0.018) G_GAN: 3.128 G_L1: 5.295 D_real: 0.045 D_fake: 0.150 +(epoch: 98, iters: 18548, time: 0.302, data: 0.018) G_GAN: 2.006 G_L1: 3.366 D_real: 0.010 D_fake: 0.281 +(epoch: 98, iters: 18648, time: 0.301, data: 0.019) G_GAN: 1.949 G_L1: 4.035 D_real: 0.002 D_fake: 0.215 +(epoch: 98, iters: 18748, time: 0.302, data: 0.021) G_GAN: 1.827 G_L1: 4.676 D_real: 0.001 D_fake: 0.321 +(epoch: 98, iters: 18848, time: 0.411, data: 0.020) G_GAN: 1.919 G_L1: 5.495 D_real: 0.057 D_fake: 0.481 +(epoch: 98, iters: 18948, time: 0.298, data: 0.018) G_GAN: 2.583 G_L1: 9.370 D_real: 0.002 D_fake: 0.203 +(epoch: 98, iters: 19048, time: 0.295, data: 0.018) G_GAN: 2.692 G_L1: 4.406 D_real: 0.002 D_fake: 0.188 +(epoch: 98, iters: 19148, time: 0.305, data: 0.019) G_GAN: 2.086 G_L1: 4.210 D_real: 0.016 D_fake: 0.221 +(epoch: 98, iters: 19248, time: 0.420, data: 0.019) G_GAN: 1.410 G_L1: 4.446 D_real: 0.093 D_fake: 0.373 +(epoch: 98, iters: 19348, time: 0.304, data: 0.019) G_GAN: 1.634 G_L1: 4.170 D_real: 0.167 D_fake: 0.379 +(epoch: 98, iters: 19448, time: 0.300, data: 0.022) G_GAN: 1.213 G_L1: 4.354 D_real: 0.004 D_fake: 0.700 +(epoch: 98, iters: 19548, time: 0.303, data: 0.019) G_GAN: 2.750 G_L1: 4.234 D_real: 0.085 D_fake: 0.153 +(epoch: 98, iters: 19648, time: 0.395, data: 0.019) G_GAN: 2.447 G_L1: 4.854 D_real: 0.017 D_fake: 0.624 +(epoch: 98, iters: 19748, time: 0.298, data: 0.019) G_GAN: 2.563 G_L1: 3.827 D_real: 0.028 D_fake: 0.151 +(epoch: 98, iters: 19848, time: 0.303, data: 0.018) G_GAN: 1.806 G_L1: 4.450 D_real: 0.003 D_fake: 0.225 +(epoch: 98, iters: 19948, time: 0.297, data: 0.021) G_GAN: 1.785 G_L1: 3.015 D_real: 0.022 D_fake: 0.177 +(epoch: 98, iters: 20048, time: 0.414, data: 0.020) G_GAN: 2.152 G_L1: 4.603 D_real: 0.001 D_fake: 0.247 +(epoch: 98, iters: 20148, time: 0.299, data: 0.020) G_GAN: 1.967 G_L1: 5.766 D_real: 0.076 D_fake: 0.399 +(epoch: 98, iters: 20248, time: 0.309, data: 0.020) G_GAN: 1.911 G_L1: 4.722 D_real: 0.000 D_fake: 0.357 +(epoch: 98, iters: 20348, time: 0.290, data: 0.020) G_GAN: 2.147 G_L1: 3.893 D_real: 0.139 D_fake: 0.400 +(epoch: 98, iters: 20448, time: 0.637, data: 0.018) G_GAN: 1.536 G_L1: 4.347 D_real: 0.001 D_fake: 0.421 +(epoch: 98, iters: 20548, time: 0.304, data: 0.020) G_GAN: 1.944 G_L1: 4.114 D_real: 0.283 D_fake: 0.465 +(epoch: 98, iters: 20648, time: 0.293, data: 0.020) G_GAN: 2.399 G_L1: 4.145 D_real: 0.095 D_fake: 0.336 +(epoch: 98, iters: 20748, time: 0.308, data: 0.019) G_GAN: 1.447 G_L1: 3.223 D_real: 0.004 D_fake: 1.120 +(epoch: 98, iters: 20848, time: 0.425, data: 0.020) G_GAN: 3.354 G_L1: 6.131 D_real: 0.015 D_fake: 0.122 +(epoch: 98, iters: 20948, time: 0.300, data: 0.021) G_GAN: 2.972 G_L1: 4.388 D_real: 0.083 D_fake: 0.160 +(epoch: 98, iters: 21048, time: 0.302, data: 0.023) G_GAN: 1.751 G_L1: 3.649 D_real: 0.072 D_fake: 0.284 +(epoch: 98, iters: 21148, time: 0.307, data: 0.021) G_GAN: 3.191 G_L1: 4.300 D_real: 0.029 D_fake: 0.133 +(epoch: 98, iters: 21248, time: 0.408, data: 0.020) G_GAN: 1.590 G_L1: 4.178 D_real: 0.016 D_fake: 0.555 +(epoch: 98, iters: 21348, time: 0.302, data: 0.019) G_GAN: 1.192 G_L1: 3.059 D_real: 0.001 D_fake: 0.737 +(epoch: 98, iters: 21448, time: 0.291, data: 0.022) G_GAN: 2.488 G_L1: 3.729 D_real: 0.172 D_fake: 0.146 +(epoch: 98, iters: 21548, time: 0.300, data: 0.017) G_GAN: 2.794 G_L1: 3.835 D_real: 0.103 D_fake: 0.222 +(epoch: 98, iters: 21648, time: 0.405, data: 0.021) G_GAN: 2.096 G_L1: 4.807 D_real: 0.013 D_fake: 0.286 +(epoch: 98, iters: 21748, time: 0.300, data: 0.019) G_GAN: 2.242 G_L1: 4.001 D_real: 0.034 D_fake: 0.177 +(epoch: 98, iters: 21848, time: 0.294, data: 0.021) G_GAN: 2.125 G_L1: 5.800 D_real: 0.006 D_fake: 0.488 +(epoch: 98, iters: 21948, time: 0.305, data: 0.020) G_GAN: 1.856 G_L1: 4.939 D_real: 0.064 D_fake: 0.495 +(epoch: 98, iters: 22048, time: 0.381, data: 0.021) G_GAN: 1.961 G_L1: 4.037 D_real: 0.000 D_fake: 0.282 +(epoch: 98, iters: 22148, time: 0.303, data: 0.018) G_GAN: 2.552 G_L1: 4.876 D_real: 0.000 D_fake: 0.230 +(epoch: 98, iters: 22248, time: 0.305, data: 0.018) G_GAN: 1.991 G_L1: 4.253 D_real: 0.009 D_fake: 0.337 +(epoch: 98, iters: 22348, time: 0.302, data: 0.019) G_GAN: 2.411 G_L1: 4.638 D_real: 0.160 D_fake: 0.176 +(epoch: 98, iters: 22448, time: 0.633, data: 0.020) G_GAN: 2.135 G_L1: 3.581 D_real: 0.186 D_fake: 0.266 +(epoch: 98, iters: 22548, time: 0.298, data: 0.021) G_GAN: 3.261 G_L1: 6.149 D_real: 0.173 D_fake: 0.248 +(epoch: 98, iters: 22648, time: 0.303, data: 0.019) G_GAN: 2.514 G_L1: 5.115 D_real: 0.039 D_fake: 0.358 +(epoch: 98, iters: 22748, time: 0.296, data: 0.020) G_GAN: 2.909 G_L1: 4.803 D_real: 0.101 D_fake: 0.150 +(epoch: 98, iters: 22848, time: 0.402, data: 0.028) G_GAN: 3.981 G_L1: 4.415 D_real: 0.006 D_fake: 0.209 +(epoch: 98, iters: 22948, time: 0.301, data: 0.020) G_GAN: 3.413 G_L1: 5.397 D_real: 0.108 D_fake: 0.134 +(epoch: 98, iters: 23048, time: 0.295, data: 0.020) G_GAN: 2.720 G_L1: 3.672 D_real: 0.185 D_fake: 0.180 +(epoch: 98, iters: 23148, time: 0.311, data: 0.020) G_GAN: 4.206 G_L1: 4.262 D_real: 0.045 D_fake: 0.130 +(epoch: 98, iters: 23248, time: 0.406, data: 0.020) G_GAN: 2.486 G_L1: 3.759 D_real: 0.094 D_fake: 0.382 +(epoch: 98, iters: 23348, time: 0.304, data: 0.018) G_GAN: 1.728 G_L1: 4.657 D_real: 0.009 D_fake: 0.456 +(epoch: 98, iters: 23448, time: 0.297, data: 0.020) G_GAN: 2.361 G_L1: 4.702 D_real: 0.024 D_fake: 0.190 +(epoch: 98, iters: 23548, time: 0.295, data: 0.020) G_GAN: 1.735 G_L1: 4.451 D_real: 0.001 D_fake: 0.331 +(epoch: 98, iters: 23648, time: 0.415, data: 0.019) G_GAN: 2.642 G_L1: 4.697 D_real: 0.004 D_fake: 0.169 +(epoch: 98, iters: 23748, time: 0.301, data: 0.020) G_GAN: 2.963 G_L1: 5.226 D_real: 0.000 D_fake: 0.397 +(epoch: 98, iters: 23848, time: 0.306, data: 0.020) G_GAN: 2.897 G_L1: 4.587 D_real: 0.003 D_fake: 0.190 +(epoch: 98, iters: 23948, time: 0.288, data: 0.022) G_GAN: 2.244 G_L1: 4.071 D_real: 0.043 D_fake: 0.282 +(epoch: 98, iters: 24048, time: 0.388, data: 0.018) G_GAN: 2.149 G_L1: 4.367 D_real: 0.001 D_fake: 0.252 +(epoch: 98, iters: 24148, time: 0.290, data: 0.019) G_GAN: 1.617 G_L1: 5.214 D_real: 0.065 D_fake: 0.476 +(epoch: 98, iters: 24248, time: 0.296, data: 0.023) G_GAN: 3.440 G_L1: 4.485 D_real: 0.001 D_fake: 0.425 +(epoch: 98, iters: 24348, time: 0.290, data: 0.019) G_GAN: 2.055 G_L1: 4.772 D_real: 0.018 D_fake: 0.251 +(epoch: 98, iters: 24448, time: 0.631, data: 0.019) G_GAN: 3.193 G_L1: 5.103 D_real: 0.039 D_fake: 0.175 +(epoch: 98, iters: 24548, time: 0.302, data: 0.018) G_GAN: 2.549 G_L1: 3.938 D_real: 0.002 D_fake: 0.174 +(epoch: 98, iters: 24648, time: 0.298, data: 0.023) G_GAN: 2.059 G_L1: 3.389 D_real: 0.027 D_fake: 0.212 +(epoch: 98, iters: 24748, time: 0.303, data: 0.019) G_GAN: 2.623 G_L1: 2.722 D_real: 0.197 D_fake: 0.184 +(epoch: 98, iters: 24848, time: 0.384, data: 0.021) G_GAN: 2.646 G_L1: 4.150 D_real: 0.037 D_fake: 0.222 +(epoch: 98, iters: 24948, time: 0.297, data: 0.020) G_GAN: 4.386 G_L1: 3.596 D_real: 0.024 D_fake: 0.038 +(epoch: 98, iters: 25048, time: 0.293, data: 0.021) G_GAN: 3.253 G_L1: 4.036 D_real: 0.100 D_fake: 0.237 +(epoch: 98, iters: 25148, time: 0.302, data: 0.018) G_GAN: 4.485 G_L1: 4.583 D_real: 0.078 D_fake: 0.140 +(epoch: 98, iters: 25248, time: 0.413, data: 0.020) G_GAN: 2.336 G_L1: 3.471 D_real: 0.092 D_fake: 0.504 +(epoch: 98, iters: 25348, time: 0.295, data: 0.019) G_GAN: 2.918 G_L1: 3.786 D_real: 0.006 D_fake: 0.186 +(epoch: 98, iters: 25448, time: 0.300, data: 0.020) G_GAN: 3.756 G_L1: 3.072 D_real: 0.048 D_fake: 0.058 +(epoch: 98, iters: 25548, time: 0.301, data: 0.020) G_GAN: 3.004 G_L1: 4.585 D_real: 0.001 D_fake: 0.186 +(epoch: 98, iters: 25648, time: 0.387, data: 0.020) G_GAN: 2.192 G_L1: 3.370 D_real: 0.140 D_fake: 0.247 +(epoch: 98, iters: 25748, time: 0.290, data: 0.020) G_GAN: 3.025 G_L1: 3.907 D_real: 0.117 D_fake: 0.105 +(epoch: 98, iters: 25848, time: 0.299, data: 0.020) G_GAN: 4.271 G_L1: 4.678 D_real: 0.029 D_fake: 0.071 +(epoch: 98, iters: 25948, time: 0.304, data: 0.019) G_GAN: 3.699 G_L1: 4.250 D_real: 0.109 D_fake: 0.089 +(epoch: 98, iters: 26048, time: 0.406, data: 0.020) G_GAN: 2.446 G_L1: 4.024 D_real: 0.377 D_fake: 0.201 +(epoch: 98, iters: 26148, time: 0.299, data: 0.019) G_GAN: 2.998 G_L1: 5.447 D_real: 0.047 D_fake: 0.120 +(epoch: 98, iters: 26248, time: 0.298, data: 0.018) G_GAN: 3.249 G_L1: 4.744 D_real: 0.060 D_fake: 0.097 +(epoch: 98, iters: 26348, time: 0.295, data: 0.019) G_GAN: 2.738 G_L1: 5.022 D_real: 0.023 D_fake: 0.236 +(epoch: 98, iters: 26448, time: 0.635, data: 0.023) G_GAN: 3.065 G_L1: 5.976 D_real: 0.007 D_fake: 0.293 +(epoch: 98, iters: 26548, time: 0.302, data: 0.017) G_GAN: 2.243 G_L1: 5.262 D_real: 0.057 D_fake: 0.434 +(epoch: 98, iters: 26648, time: 0.304, data: 0.021) G_GAN: 2.031 G_L1: 3.651 D_real: 0.003 D_fake: 0.178 +(epoch: 98, iters: 26748, time: 0.305, data: 0.019) G_GAN: 2.756 G_L1: 5.327 D_real: 0.003 D_fake: 0.138 +(epoch: 98, iters: 26848, time: 0.420, data: 0.020) G_GAN: 4.607 G_L1: 6.715 D_real: 0.001 D_fake: 0.034 +(epoch: 98, iters: 26948, time: 0.301, data: 0.019) G_GAN: 3.210 G_L1: 5.051 D_real: 0.004 D_fake: 0.139 +(epoch: 98, iters: 27048, time: 0.308, data: 0.020) G_GAN: 3.092 G_L1: 5.861 D_real: 0.002 D_fake: 0.465 +(epoch: 98, iters: 27148, time: 0.301, data: 0.020) G_GAN: 2.368 G_L1: 4.192 D_real: 0.000 D_fake: 0.174 +(epoch: 98, iters: 27248, time: 0.438, data: 0.020) G_GAN: 4.896 G_L1: 5.971 D_real: 0.161 D_fake: 0.032 +(epoch: 98, iters: 27348, time: 0.295, data: 0.020) G_GAN: 2.663 G_L1: 4.103 D_real: 0.039 D_fake: 0.283 +(epoch: 98, iters: 27448, time: 0.301, data: 0.019) G_GAN: 1.817 G_L1: 3.431 D_real: 0.050 D_fake: 0.261 +(epoch: 98, iters: 27548, time: 0.299, data: 0.020) G_GAN: 1.820 G_L1: 6.109 D_real: 0.017 D_fake: 0.615 +(epoch: 98, iters: 27648, time: 0.363, data: 0.019) G_GAN: 3.162 G_L1: 4.994 D_real: 0.049 D_fake: 0.112 +(epoch: 98, iters: 27748, time: 0.303, data: 0.022) G_GAN: 2.672 G_L1: 3.897 D_real: 0.001 D_fake: 0.182 +(epoch: 98, iters: 27848, time: 0.299, data: 0.023) G_GAN: 2.530 G_L1: 6.712 D_real: 0.005 D_fake: 0.281 +(epoch: 98, iters: 27948, time: 0.297, data: 0.020) G_GAN: 2.528 G_L1: 4.661 D_real: 0.003 D_fake: 0.204 +(epoch: 98, iters: 28048, time: 0.412, data: 0.019) G_GAN: 2.195 G_L1: 3.815 D_real: 0.010 D_fake: 0.193 +(epoch: 98, iters: 28148, time: 0.298, data: 0.018) G_GAN: 2.128 G_L1: 4.320 D_real: 0.010 D_fake: 0.347 +(epoch: 98, iters: 28248, time: 0.307, data: 0.019) G_GAN: 2.434 G_L1: 6.155 D_real: 0.014 D_fake: 0.289 +(epoch: 98, iters: 28348, time: 0.304, data: 0.022) G_GAN: 2.123 G_L1: 5.371 D_real: 0.014 D_fake: 0.323 +(epoch: 98, iters: 28448, time: 0.600, data: 0.020) G_GAN: 2.122 G_L1: 4.744 D_real: 0.004 D_fake: 0.319 +(epoch: 98, iters: 28548, time: 0.281, data: 0.020) G_GAN: 2.711 G_L1: 6.674 D_real: 0.002 D_fake: 0.227 +(epoch: 98, iters: 28648, time: 0.282, data: 0.019) G_GAN: 2.064 G_L1: 3.252 D_real: 0.000 D_fake: 0.183 +(epoch: 98, iters: 28748, time: 0.279, data: 0.018) G_GAN: 2.032 G_L1: 4.148 D_real: 0.000 D_fake: 0.385 +(epoch: 98, iters: 28848, time: 0.412, data: 0.017) G_GAN: 3.805 G_L1: 5.269 D_real: 0.071 D_fake: 0.051 +(epoch: 98, iters: 28948, time: 0.298, data: 0.019) G_GAN: 2.238 G_L1: 4.164 D_real: 0.000 D_fake: 0.232 +(epoch: 98, iters: 29048, time: 0.294, data: 0.019) G_GAN: 2.517 G_L1: 4.728 D_real: 0.002 D_fake: 0.322 +(epoch: 98, iters: 29148, time: 0.288, data: 0.021) G_GAN: 3.065 G_L1: 5.513 D_real: 0.022 D_fake: 0.728 +(epoch: 98, iters: 29248, time: 0.403, data: 0.018) G_GAN: 2.787 G_L1: 3.920 D_real: 0.001 D_fake: 0.129 +(epoch: 98, iters: 29348, time: 0.298, data: 0.020) G_GAN: 2.474 G_L1: 7.249 D_real: 0.000 D_fake: 0.296 +(epoch: 98, iters: 29448, time: 0.288, data: 0.020) G_GAN: 3.048 G_L1: 5.511 D_real: 0.005 D_fake: 0.096 +(epoch: 98, iters: 29548, time: 0.280, data: 0.018) G_GAN: 4.338 G_L1: 4.320 D_real: 0.007 D_fake: 0.420 +(epoch: 98, iters: 29648, time: 0.377, data: 0.020) G_GAN: 3.075 G_L1: 7.779 D_real: 0.010 D_fake: 0.263 +(epoch: 98, iters: 29748, time: 0.294, data: 0.017) G_GAN: 2.039 G_L1: 4.218 D_real: 0.009 D_fake: 0.538 +(epoch: 98, iters: 29848, time: 0.295, data: 0.020) G_GAN: 2.793 G_L1: 5.545 D_real: 0.000 D_fake: 0.210 +(epoch: 98, iters: 29948, time: 0.288, data: 0.019) G_GAN: 2.234 G_L1: 4.559 D_real: 0.007 D_fake: 0.193 +(epoch: 98, iters: 30048, time: 0.409, data: 0.019) G_GAN: 2.623 G_L1: 4.757 D_real: 0.002 D_fake: 0.217 +(epoch: 98, iters: 30148, time: 0.296, data: 0.017) G_GAN: 3.863 G_L1: 5.197 D_real: 0.214 D_fake: 0.164 +(epoch: 98, iters: 30248, time: 0.286, data: 0.019) G_GAN: 2.838 G_L1: 5.637 D_real: 0.024 D_fake: 0.269 +(epoch: 98, iters: 30348, time: 0.282, data: 0.016) G_GAN: 2.350 G_L1: 4.116 D_real: 0.037 D_fake: 0.213 +(epoch: 98, iters: 30448, time: 0.584, data: 0.018) G_GAN: 2.958 G_L1: 4.515 D_real: 0.049 D_fake: 0.452 +(epoch: 98, iters: 30548, time: 0.283, data: 0.018) G_GAN: 2.894 G_L1: 4.818 D_real: 0.000 D_fake: 0.215 +(epoch: 98, iters: 30648, time: 0.290, data: 0.017) G_GAN: 3.038 G_L1: 6.565 D_real: 0.030 D_fake: 0.258 +(epoch: 98, iters: 30748, time: 0.295, data: 0.020) G_GAN: 1.668 G_L1: 3.542 D_real: 0.000 D_fake: 0.453 +(epoch: 98, iters: 30848, time: 0.402, data: 0.017) G_GAN: 2.652 G_L1: 4.915 D_real: 0.000 D_fake: 0.165 +(epoch: 98, iters: 30948, time: 0.294, data: 0.018) G_GAN: 2.673 G_L1: 3.552 D_real: 0.003 D_fake: 0.094 +(epoch: 98, iters: 31048, time: 0.281, data: 0.018) G_GAN: 1.842 G_L1: 3.662 D_real: 0.000 D_fake: 0.224 +(epoch: 98, iters: 31148, time: 0.296, data: 0.017) G_GAN: 3.233 G_L1: 4.780 D_real: 0.002 D_fake: 0.159 +(epoch: 98, iters: 31248, time: 0.415, data: 0.017) G_GAN: 1.882 G_L1: 3.446 D_real: 0.000 D_fake: 0.565 +(epoch: 98, iters: 31348, time: 0.286, data: 0.018) G_GAN: 2.755 G_L1: 4.373 D_real: 0.005 D_fake: 0.211 +(epoch: 98, iters: 31448, time: 0.295, data: 0.018) G_GAN: 2.057 G_L1: 4.176 D_real: 0.000 D_fake: 0.273 +(epoch: 98, iters: 31548, time: 0.296, data: 0.019) G_GAN: 1.854 G_L1: 4.216 D_real: 0.000 D_fake: 0.283 +(epoch: 98, iters: 31648, time: 0.416, data: 0.020) G_GAN: 2.148 G_L1: 4.636 D_real: 0.482 D_fake: 0.400 +(epoch: 98, iters: 31748, time: 0.294, data: 0.019) G_GAN: 2.031 G_L1: 4.137 D_real: 0.012 D_fake: 0.465 +(epoch: 98, iters: 31848, time: 0.295, data: 0.019) G_GAN: 2.716 G_L1: 4.797 D_real: 0.001 D_fake: 0.161 +(epoch: 98, iters: 31948, time: 0.288, data: 0.018) G_GAN: 1.831 G_L1: 4.735 D_real: 0.005 D_fake: 0.474 +(epoch: 98, iters: 32048, time: 0.389, data: 0.018) G_GAN: 3.152 G_L1: 4.570 D_real: 0.018 D_fake: 0.336 +(epoch: 98, iters: 32148, time: 0.294, data: 0.018) G_GAN: 1.850 G_L1: 4.895 D_real: 0.004 D_fake: 0.536 +(epoch: 98, iters: 32248, time: 0.298, data: 0.018) G_GAN: 1.279 G_L1: 3.353 D_real: 0.000 D_fake: 0.670 +(epoch: 98, iters: 32348, time: 0.293, data: 0.020) G_GAN: 2.631 G_L1: 4.227 D_real: 0.005 D_fake: 0.108 +(epoch: 98, iters: 32448, time: 0.593, data: 0.018) G_GAN: 1.766 G_L1: 4.026 D_real: 0.010 D_fake: 0.281 +(epoch: 98, iters: 32548, time: 0.298, data: 0.021) G_GAN: 2.069 G_L1: 4.157 D_real: 0.000 D_fake: 0.234 +(epoch: 98, iters: 32648, time: 0.298, data: 0.018) G_GAN: 2.773 G_L1: 4.523 D_real: 0.003 D_fake: 0.131 +(epoch: 98, iters: 32748, time: 0.290, data: 0.019) G_GAN: 2.561 G_L1: 5.020 D_real: 0.034 D_fake: 0.295 +(epoch: 98, iters: 32848, time: 0.386, data: 0.020) G_GAN: 2.948 G_L1: 4.835 D_real: 0.000 D_fake: 0.153 +(epoch: 98, iters: 32948, time: 0.294, data: 0.018) G_GAN: 2.728 G_L1: 4.435 D_real: 0.002 D_fake: 0.226 +(epoch: 98, iters: 33048, time: 0.295, data: 0.018) G_GAN: 2.371 G_L1: 5.383 D_real: 0.166 D_fake: 0.239 +(epoch: 98, iters: 33148, time: 0.299, data: 0.019) G_GAN: 3.075 G_L1: 4.499 D_real: 0.013 D_fake: 0.128 +(epoch: 98, iters: 33248, time: 0.416, data: 0.019) G_GAN: 3.166 G_L1: 5.086 D_real: 0.035 D_fake: 0.171 +(epoch: 98, iters: 33348, time: 0.285, data: 0.018) G_GAN: 1.846 G_L1: 4.098 D_real: 0.024 D_fake: 0.287 +(epoch: 98, iters: 33448, time: 0.286, data: 0.017) G_GAN: 1.753 G_L1: 4.788 D_real: 0.002 D_fake: 0.448 +(epoch: 98, iters: 33548, time: 0.297, data: 0.018) G_GAN: 2.575 G_L1: 7.120 D_real: 0.171 D_fake: 0.169 +(epoch: 98, iters: 33648, time: 0.413, data: 0.019) G_GAN: 2.192 G_L1: 4.367 D_real: 0.005 D_fake: 0.165 +(epoch: 98, iters: 33748, time: 0.294, data: 0.019) G_GAN: 1.573 G_L1: 4.421 D_real: 0.001 D_fake: 0.639 +(epoch: 98, iters: 33848, time: 0.293, data: 0.019) G_GAN: 1.383 G_L1: 4.105 D_real: 0.000 D_fake: 0.658 +(epoch: 98, iters: 33948, time: 0.304, data: 0.018) G_GAN: 2.759 G_L1: 3.970 D_real: 0.000 D_fake: 0.187 +(epoch: 98, iters: 34048, time: 0.388, data: 0.019) G_GAN: 2.158 G_L1: 4.699 D_real: 0.001 D_fake: 0.334 +(epoch: 98, iters: 34148, time: 0.299, data: 0.017) G_GAN: 2.365 G_L1: 4.486 D_real: 0.000 D_fake: 0.193 +(epoch: 98, iters: 34248, time: 0.284, data: 0.020) G_GAN: 2.924 G_L1: 5.007 D_real: 0.031 D_fake: 0.212 +(epoch: 98, iters: 34348, time: 0.290, data: 0.018) G_GAN: 2.405 G_L1: 4.547 D_real: 0.000 D_fake: 0.168 +(epoch: 98, iters: 34448, time: 0.637, data: 0.018) G_GAN: 4.210 G_L1: 6.819 D_real: 0.078 D_fake: 0.136 +(epoch: 98, iters: 34548, time: 0.293, data: 0.021) G_GAN: 3.110 G_L1: 5.387 D_real: 0.012 D_fake: 0.205 +(epoch: 98, iters: 34648, time: 0.305, data: 0.018) G_GAN: 2.580 G_L1: 4.247 D_real: 0.005 D_fake: 0.139 +(epoch: 98, iters: 34748, time: 0.294, data: 0.020) G_GAN: 2.506 G_L1: 3.876 D_real: 0.000 D_fake: 0.160 +(epoch: 98, iters: 34848, time: 0.421, data: 0.019) G_GAN: 1.719 G_L1: 4.865 D_real: 0.001 D_fake: 0.528 +(epoch: 98, iters: 34948, time: 0.300, data: 0.019) G_GAN: 3.665 G_L1: 5.852 D_real: 0.007 D_fake: 0.149 +(epoch: 98, iters: 35048, time: 0.303, data: 0.019) G_GAN: 1.960 G_L1: 4.135 D_real: 0.000 D_fake: 0.309 +(epoch: 98, iters: 35148, time: 0.291, data: 0.018) G_GAN: 2.024 G_L1: 4.294 D_real: 0.001 D_fake: 0.516 +(epoch: 98, iters: 35248, time: 0.410, data: 0.018) G_GAN: 3.688 G_L1: 6.272 D_real: 0.168 D_fake: 0.137 +(epoch: 98, iters: 35348, time: 0.297, data: 0.019) G_GAN: 2.710 G_L1: 4.645 D_real: 0.047 D_fake: 0.338 +(epoch: 98, iters: 35448, time: 0.295, data: 0.019) G_GAN: 2.458 G_L1: 4.263 D_real: 0.120 D_fake: 0.234 +(epoch: 98, iters: 35548, time: 0.295, data: 0.021) G_GAN: 2.106 G_L1: 4.387 D_real: 0.073 D_fake: 0.373 +(epoch: 98, iters: 35648, time: 0.414, data: 0.020) G_GAN: 2.153 G_L1: 4.811 D_real: 0.009 D_fake: 0.388 +(epoch: 98, iters: 35748, time: 0.294, data: 0.018) G_GAN: 1.921 G_L1: 3.240 D_real: 0.001 D_fake: 0.314 +(epoch: 98, iters: 35848, time: 0.301, data: 0.018) G_GAN: 4.144 G_L1: 4.423 D_real: 0.005 D_fake: 0.145 +(epoch: 98, iters: 35948, time: 0.294, data: 0.018) G_GAN: 1.521 G_L1: 4.473 D_real: 0.014 D_fake: 0.642 +(epoch: 98, iters: 36048, time: 0.426, data: 0.017) G_GAN: 1.972 G_L1: 4.482 D_real: 0.000 D_fake: 0.357 +(epoch: 98, iters: 36148, time: 0.304, data: 0.020) G_GAN: 2.153 G_L1: 3.297 D_real: 0.001 D_fake: 0.402 +(epoch: 98, iters: 36248, time: 0.303, data: 0.019) G_GAN: 1.608 G_L1: 4.603 D_real: 0.003 D_fake: 0.389 +(epoch: 98, iters: 36348, time: 0.293, data: 0.020) G_GAN: 2.303 G_L1: 4.663 D_real: 0.075 D_fake: 0.202 +(epoch: 98, iters: 36448, time: 0.597, data: 0.020) G_GAN: 2.192 G_L1: 3.785 D_real: 0.000 D_fake: 0.230 +(epoch: 98, iters: 36548, time: 0.296, data: 0.019) G_GAN: 2.864 G_L1: 6.487 D_real: 0.012 D_fake: 0.355 +(epoch: 98, iters: 36648, time: 0.304, data: 0.019) G_GAN: 2.915 G_L1: 4.797 D_real: 0.000 D_fake: 0.128 +(epoch: 98, iters: 36748, time: 0.296, data: 0.020) G_GAN: 2.531 G_L1: 3.925 D_real: 0.010 D_fake: 0.298 +(epoch: 98, iters: 36848, time: 0.399, data: 0.018) G_GAN: 2.566 G_L1: 4.306 D_real: 0.013 D_fake: 0.257 +(epoch: 98, iters: 36948, time: 0.298, data: 0.019) G_GAN: 2.903 G_L1: 3.958 D_real: 0.006 D_fake: 0.125 +(epoch: 98, iters: 37048, time: 0.302, data: 0.019) G_GAN: 2.484 G_L1: 8.074 D_real: 0.281 D_fake: 0.231 +(epoch: 98, iters: 37148, time: 0.284, data: 0.020) G_GAN: 2.543 G_L1: 4.918 D_real: 0.000 D_fake: 0.186 +(epoch: 98, iters: 37248, time: 0.414, data: 0.019) G_GAN: 1.827 G_L1: 3.498 D_real: 0.290 D_fake: 0.306 +(epoch: 98, iters: 37348, time: 0.303, data: 0.020) G_GAN: 2.393 G_L1: 5.000 D_real: 0.048 D_fake: 0.209 +(epoch: 98, iters: 37448, time: 0.297, data: 0.019) G_GAN: 3.082 G_L1: 4.322 D_real: 0.518 D_fake: 0.226 +(epoch: 98, iters: 37548, time: 0.292, data: 0.019) G_GAN: 3.185 G_L1: 6.149 D_real: 0.054 D_fake: 0.186 +(epoch: 98, iters: 37648, time: 0.423, data: 0.020) G_GAN: 1.996 G_L1: 6.605 D_real: 0.266 D_fake: 0.361 +(epoch: 98, iters: 37748, time: 0.293, data: 0.019) G_GAN: 2.112 G_L1: 3.982 D_real: 0.014 D_fake: 0.573 +(epoch: 98, iters: 37848, time: 0.304, data: 0.019) G_GAN: 2.960 G_L1: 3.699 D_real: 0.144 D_fake: 0.224 +(epoch: 98, iters: 37948, time: 0.298, data: 0.019) G_GAN: 3.546 G_L1: 4.394 D_real: 0.364 D_fake: 0.067 +(epoch: 98, iters: 38048, time: 0.410, data: 0.018) G_GAN: 2.547 G_L1: 4.069 D_real: 0.032 D_fake: 0.267 +(epoch: 98, iters: 38148, time: 0.305, data: 0.017) G_GAN: 3.724 G_L1: 3.845 D_real: 0.053 D_fake: 0.060 +(epoch: 98, iters: 38248, time: 0.287, data: 0.018) G_GAN: 3.473 G_L1: 4.799 D_real: 0.001 D_fake: 0.123 +(epoch: 98, iters: 38348, time: 0.301, data: 0.018) G_GAN: 3.033 G_L1: 3.755 D_real: 0.028 D_fake: 0.162 +(epoch: 98, iters: 38448, time: 0.637, data: 0.019) G_GAN: 4.161 G_L1: 4.882 D_real: 0.026 D_fake: 0.172 +(epoch: 98, iters: 38548, time: 0.304, data: 0.021) G_GAN: 3.787 G_L1: 3.979 D_real: 0.096 D_fake: 0.127 +(epoch: 98, iters: 38648, time: 0.297, data: 0.018) G_GAN: 3.363 G_L1: 3.817 D_real: 0.038 D_fake: 0.120 +(epoch: 98, iters: 38748, time: 0.298, data: 0.020) G_GAN: 4.100 G_L1: 4.194 D_real: 0.003 D_fake: 0.083 +(epoch: 98, iters: 38848, time: 0.399, data: 0.020) G_GAN: 3.589 G_L1: 4.072 D_real: 0.042 D_fake: 0.259 +(epoch: 98, iters: 38948, time: 0.307, data: 0.018) G_GAN: 3.457 G_L1: 3.203 D_real: 0.156 D_fake: 0.205 +(epoch: 98, iters: 39048, time: 0.304, data: 0.019) G_GAN: 3.559 G_L1: 4.128 D_real: 0.305 D_fake: 0.094 +(epoch: 98, iters: 39148, time: 0.298, data: 0.019) G_GAN: 3.782 G_L1: 3.301 D_real: 0.310 D_fake: 0.050 +(epoch: 98, iters: 39248, time: 0.416, data: 0.020) G_GAN: 4.014 G_L1: 4.435 D_real: 0.012 D_fake: 0.118 +(epoch: 98, iters: 39348, time: 0.295, data: 0.019) G_GAN: 4.108 G_L1: 3.977 D_real: 0.093 D_fake: 0.072 +(epoch: 98, iters: 39448, time: 0.294, data: 0.017) G_GAN: 3.793 G_L1: 4.669 D_real: 0.000 D_fake: 0.117 +(epoch: 98, iters: 39548, time: 0.306, data: 0.017) G_GAN: 3.211 G_L1: 4.260 D_real: 0.025 D_fake: 0.130 +(epoch: 98, iters: 39648, time: 0.414, data: 0.019) G_GAN: 4.726 G_L1: 3.988 D_real: 0.236 D_fake: 0.119 +(epoch: 98, iters: 39748, time: 0.302, data: 0.019) G_GAN: 2.903 G_L1: 3.378 D_real: 0.515 D_fake: 0.152 +(epoch: 98, iters: 39848, time: 0.299, data: 0.019) G_GAN: 3.637 G_L1: 5.125 D_real: 0.212 D_fake: 0.188 +(epoch: 98, iters: 39948, time: 0.279, data: 0.019) G_GAN: 5.119 G_L1: 3.505 D_real: 0.225 D_fake: 0.040 +(epoch: 98, iters: 40048, time: 0.428, data: 0.019) G_GAN: 2.013 G_L1: 4.823 D_real: 0.012 D_fake: 0.494 +(epoch: 98, iters: 40148, time: 0.284, data: 0.019) G_GAN: 3.565 G_L1: 4.018 D_real: 0.039 D_fake: 0.157 +(epoch: 98, iters: 40248, time: 0.296, data: 0.018) G_GAN: 3.051 G_L1: 4.123 D_real: 0.019 D_fake: 0.151 +(epoch: 98, iters: 40348, time: 0.288, data: 0.019) G_GAN: 2.269 G_L1: 4.185 D_real: 0.030 D_fake: 0.205 +(epoch: 98, iters: 40448, time: 0.578, data: 0.017) G_GAN: 3.034 G_L1: 5.189 D_real: 0.002 D_fake: 0.092 +(epoch: 98, iters: 40548, time: 0.283, data: 0.019) G_GAN: 3.020 G_L1: 4.363 D_real: 0.000 D_fake: 0.151 +(epoch: 98, iters: 40648, time: 0.298, data: 0.016) G_GAN: 4.034 G_L1: 5.619 D_real: 0.006 D_fake: 0.081 +(epoch: 98, iters: 40748, time: 0.295, data: 0.020) G_GAN: 2.854 G_L1: 3.816 D_real: 0.004 D_fake: 0.179 +(epoch: 98, iters: 40848, time: 0.426, data: 0.019) G_GAN: 3.825 G_L1: 5.780 D_real: 0.037 D_fake: 0.129 +(epoch: 98, iters: 40948, time: 0.303, data: 0.019) G_GAN: 3.803 G_L1: 5.828 D_real: 0.013 D_fake: 0.091 +(epoch: 98, iters: 41048, time: 0.299, data: 0.020) G_GAN: 2.512 G_L1: 4.402 D_real: 0.074 D_fake: 0.347 +(epoch: 98, iters: 41148, time: 0.296, data: 0.019) G_GAN: 3.145 G_L1: 4.978 D_real: 0.010 D_fake: 0.111 +(epoch: 98, iters: 41248, time: 0.420, data: 0.020) G_GAN: 3.218 G_L1: 5.079 D_real: 0.000 D_fake: 0.314 +(epoch: 98, iters: 41348, time: 0.294, data: 0.021) G_GAN: 3.529 G_L1: 5.345 D_real: 0.016 D_fake: 0.150 +(epoch: 98, iters: 41448, time: 0.300, data: 0.019) G_GAN: 4.657 G_L1: 4.556 D_real: 0.001 D_fake: 0.051 +(epoch: 98, iters: 41548, time: 0.300, data: 0.019) G_GAN: 3.066 G_L1: 6.242 D_real: 0.001 D_fake: 0.189 +(epoch: 98, iters: 41648, time: 0.389, data: 0.020) G_GAN: 3.347 G_L1: 3.770 D_real: 0.000 D_fake: 0.179 +(epoch: 98, iters: 41748, time: 0.295, data: 0.019) G_GAN: 2.752 G_L1: 3.739 D_real: 0.000 D_fake: 0.123 +(epoch: 98, iters: 41848, time: 0.295, data: 0.019) G_GAN: 2.583 G_L1: 5.024 D_real: 0.001 D_fake: 0.195 +(epoch: 98, iters: 41948, time: 0.299, data: 0.018) G_GAN: 2.982 G_L1: 5.070 D_real: 0.005 D_fake: 0.235 +(epoch: 98, iters: 42048, time: 0.402, data: 0.019) G_GAN: 2.777 G_L1: 6.547 D_real: 0.137 D_fake: 0.152 +(epoch: 98, iters: 42148, time: 0.302, data: 0.020) G_GAN: 3.257 G_L1: 7.187 D_real: 0.017 D_fake: 0.120 +(epoch: 98, iters: 42248, time: 0.306, data: 0.019) G_GAN: 3.053 G_L1: 5.287 D_real: 0.001 D_fake: 0.217 +(epoch: 98, iters: 42348, time: 0.297, data: 0.020) G_GAN: 4.479 G_L1: 5.857 D_real: 0.153 D_fake: 0.025 +(epoch: 98, iters: 42448, time: 0.639, data: 0.019) G_GAN: 2.176 G_L1: 4.161 D_real: 0.000 D_fake: 0.279 +(epoch: 98, iters: 42548, time: 0.301, data: 0.020) G_GAN: 2.141 G_L1: 5.362 D_real: 0.011 D_fake: 0.201 +(epoch: 98, iters: 42648, time: 0.306, data: 0.019) G_GAN: 2.353 G_L1: 3.906 D_real: 0.000 D_fake: 0.272 +(epoch: 98, iters: 42748, time: 0.305, data: 0.019) G_GAN: 2.899 G_L1: 5.245 D_real: 0.008 D_fake: 0.150 +(epoch: 98, iters: 42848, time: 0.383, data: 0.019) G_GAN: 2.153 G_L1: 4.014 D_real: 0.001 D_fake: 0.279 +(epoch: 98, iters: 42948, time: 0.279, data: 0.017) G_GAN: 2.122 G_L1: 4.274 D_real: 0.000 D_fake: 0.268 +(epoch: 98, iters: 43048, time: 0.295, data: 0.015) G_GAN: 2.452 G_L1: 5.212 D_real: 0.000 D_fake: 0.158 +(epoch: 98, iters: 43148, time: 0.285, data: 0.018) G_GAN: 1.962 G_L1: 3.661 D_real: 0.000 D_fake: 0.459 +(epoch: 98, iters: 43248, time: 0.402, data: 0.019) G_GAN: 1.932 G_L1: 3.787 D_real: 0.001 D_fake: 0.433 +(epoch: 98, iters: 43348, time: 0.293, data: 0.018) G_GAN: 2.520 G_L1: 4.396 D_real: 0.000 D_fake: 0.161 +(epoch: 98, iters: 43448, time: 0.295, data: 0.019) G_GAN: 1.909 G_L1: 5.546 D_real: 0.005 D_fake: 0.539 +(epoch: 98, iters: 43548, time: 0.286, data: 0.019) G_GAN: 3.480 G_L1: 5.197 D_real: 0.021 D_fake: 0.135 +(epoch: 98, iters: 43648, time: 0.388, data: 0.019) G_GAN: 2.416 G_L1: 4.803 D_real: 0.002 D_fake: 0.183 +(epoch: 98, iters: 43748, time: 0.299, data: 0.019) G_GAN: 2.969 G_L1: 7.242 D_real: 0.001 D_fake: 0.182 +(epoch: 98, iters: 43848, time: 0.294, data: 0.018) G_GAN: 2.897 G_L1: 4.049 D_real: 0.003 D_fake: 0.387 +(epoch: 98, iters: 43948, time: 0.288, data: 0.019) G_GAN: 3.994 G_L1: 9.198 D_real: 0.000 D_fake: 0.126 +(epoch: 98, iters: 44048, time: 0.408, data: 0.018) G_GAN: 5.351 G_L1: 5.008 D_real: 0.001 D_fake: 0.082 +(epoch: 98, iters: 44148, time: 0.285, data: 0.019) G_GAN: 2.064 G_L1: 3.873 D_real: 0.002 D_fake: 0.367 +(epoch: 98, iters: 44248, time: 0.282, data: 0.018) G_GAN: 2.179 G_L1: 5.175 D_real: 0.000 D_fake: 0.320 +(epoch: 98, iters: 44348, time: 0.293, data: 0.017) G_GAN: 1.999 G_L1: 4.146 D_real: 0.000 D_fake: 0.352 +(epoch: 98, iters: 44448, time: 0.637, data: 0.018) G_GAN: 2.569 G_L1: 6.571 D_real: 0.017 D_fake: 0.305 +(epoch: 98, iters: 44548, time: 0.295, data: 0.018) G_GAN: 3.779 G_L1: 4.027 D_real: 0.000 D_fake: 0.141 +(epoch: 98, iters: 44648, time: 0.297, data: 0.022) G_GAN: 4.289 G_L1: 5.315 D_real: 0.001 D_fake: 0.150 +(epoch: 98, iters: 44748, time: 0.295, data: 0.020) G_GAN: 2.054 G_L1: 4.097 D_real: 0.002 D_fake: 0.178 +(epoch: 98, iters: 44848, time: 0.390, data: 0.019) G_GAN: 2.342 G_L1: 4.781 D_real: 0.014 D_fake: 0.314 +(epoch: 98, iters: 44948, time: 0.291, data: 0.017) G_GAN: 3.584 G_L1: 4.053 D_real: 0.000 D_fake: 0.190 +(epoch: 98, iters: 45048, time: 0.287, data: 0.019) G_GAN: 4.306 G_L1: 6.400 D_real: 0.000 D_fake: 0.186 +(epoch: 98, iters: 45148, time: 0.292, data: 0.016) G_GAN: 2.437 G_L1: 3.538 D_real: 0.000 D_fake: 0.336 +(epoch: 98, iters: 45248, time: 0.413, data: 0.019) G_GAN: 2.703 G_L1: 4.165 D_real: 0.046 D_fake: 0.222 +(epoch: 98, iters: 45348, time: 0.288, data: 0.018) G_GAN: 4.278 G_L1: 4.111 D_real: 0.011 D_fake: 0.080 +(epoch: 98, iters: 45448, time: 0.296, data: 0.019) G_GAN: 2.429 G_L1: 3.443 D_real: 0.164 D_fake: 0.256 +(epoch: 98, iters: 45548, time: 0.295, data: 0.018) G_GAN: 3.068 G_L1: 6.164 D_real: 0.109 D_fake: 0.249 +(epoch: 98, iters: 45648, time: 0.418, data: 0.020) G_GAN: 4.098 G_L1: 7.021 D_real: 0.059 D_fake: 0.103 +(epoch: 98, iters: 45748, time: 0.279, data: 0.019) G_GAN: 3.003 G_L1: 3.936 D_real: 0.183 D_fake: 0.081 +(epoch: 98, iters: 45848, time: 0.294, data: 0.017) G_GAN: 3.510 G_L1: 3.570 D_real: 0.006 D_fake: 0.083 +(epoch: 98, iters: 45948, time: 0.292, data: 0.019) G_GAN: 3.413 G_L1: 4.308 D_real: 0.019 D_fake: 0.247 +(epoch: 98, iters: 46048, time: 0.377, data: 0.019) G_GAN: 2.107 G_L1: 4.132 D_real: 0.000 D_fake: 0.393 +(epoch: 98, iters: 46148, time: 0.294, data: 0.018) G_GAN: 2.533 G_L1: 3.349 D_real: 0.000 D_fake: 0.350 +(epoch: 98, iters: 46248, time: 0.297, data: 0.018) G_GAN: 3.298 G_L1: 4.537 D_real: 0.143 D_fake: 0.258 +(epoch: 98, iters: 46348, time: 0.292, data: 0.020) G_GAN: 3.169 G_L1: 4.805 D_real: 0.337 D_fake: 0.118 +(epoch: 98, iters: 46448, time: 0.605, data: 0.022) G_GAN: 2.279 G_L1: 4.004 D_real: 0.133 D_fake: 0.305 +(epoch: 98, iters: 46548, time: 0.294, data: 0.018) G_GAN: 2.981 G_L1: 4.615 D_real: 0.031 D_fake: 0.427 +(epoch: 98, iters: 46648, time: 0.297, data: 0.019) G_GAN: 3.012 G_L1: 3.094 D_real: 0.039 D_fake: 0.099 +(epoch: 98, iters: 46748, time: 0.280, data: 0.020) G_GAN: 3.137 G_L1: 4.575 D_real: 0.076 D_fake: 0.158 +(epoch: 98, iters: 46848, time: 0.375, data: 0.018) G_GAN: 3.463 G_L1: 4.921 D_real: 0.021 D_fake: 0.043 +(epoch: 98, iters: 46948, time: 0.284, data: 0.017) G_GAN: 3.333 G_L1: 4.370 D_real: 0.007 D_fake: 0.100 +(epoch: 98, iters: 47048, time: 0.289, data: 0.018) G_GAN: 2.275 G_L1: 4.501 D_real: 0.048 D_fake: 0.198 +(epoch: 98, iters: 47148, time: 0.291, data: 0.018) G_GAN: 3.553 G_L1: 6.508 D_real: 0.002 D_fake: 0.227 +(epoch: 98, iters: 47248, time: 0.411, data: 0.019) G_GAN: 3.961 G_L1: 8.178 D_real: 0.052 D_fake: 0.222 +(epoch: 98, iters: 47348, time: 0.287, data: 0.016) G_GAN: 3.146 G_L1: 6.092 D_real: 0.420 D_fake: 0.278 +(epoch: 98, iters: 47448, time: 0.286, data: 0.020) G_GAN: 3.879 G_L1: 4.618 D_real: 0.051 D_fake: 0.112 +(epoch: 98, iters: 47548, time: 0.297, data: 0.017) G_GAN: 3.568 G_L1: 3.394 D_real: 0.004 D_fake: 0.073 +(epoch: 98, iters: 47648, time: 0.401, data: 0.019) G_GAN: 1.452 G_L1: 4.703 D_real: 0.680 D_fake: 0.413 +(epoch: 98, iters: 47748, time: 0.291, data: 0.017) G_GAN: 2.699 G_L1: 4.184 D_real: 0.001 D_fake: 0.180 +(epoch: 98, iters: 47848, time: 0.274, data: 0.018) G_GAN: 4.069 G_L1: 4.476 D_real: 0.304 D_fake: 0.050 +(epoch: 98, iters: 47948, time: 0.288, data: 0.018) G_GAN: 4.202 G_L1: 5.264 D_real: 0.075 D_fake: 0.091 +(epoch: 98, iters: 48048, time: 0.383, data: 0.017) G_GAN: 2.710 G_L1: 5.619 D_real: 0.003 D_fake: 0.282 +(epoch: 98, iters: 48148, time: 0.296, data: 0.021) G_GAN: 2.449 G_L1: 4.135 D_real: 0.008 D_fake: 0.205 +(epoch: 98, iters: 48248, time: 0.291, data: 0.018) G_GAN: 2.427 G_L1: 4.676 D_real: 0.007 D_fake: 0.333 +(epoch: 98, iters: 48348, time: 0.299, data: 0.017) G_GAN: 3.019 G_L1: 5.648 D_real: 0.010 D_fake: 0.231 +(epoch: 98, iters: 48448, time: 0.579, data: 0.020) G_GAN: 4.903 G_L1: 8.296 D_real: 0.005 D_fake: 0.088 +(epoch: 98, iters: 48548, time: 0.302, data: 0.019) G_GAN: 2.672 G_L1: 4.251 D_real: 0.020 D_fake: 0.105 +(epoch: 98, iters: 48648, time: 0.295, data: 0.019) G_GAN: 2.722 G_L1: 4.778 D_real: 0.000 D_fake: 0.266 +(epoch: 98, iters: 48748, time: 0.303, data: 0.021) G_GAN: 2.795 G_L1: 4.735 D_real: 0.005 D_fake: 0.154 +(epoch: 98, iters: 48848, time: 0.430, data: 0.018) G_GAN: 5.112 G_L1: 6.272 D_real: 0.016 D_fake: 0.039 +(epoch: 98, iters: 48948, time: 0.275, data: 0.019) G_GAN: 2.498 G_L1: 4.132 D_real: 0.001 D_fake: 0.172 +(epoch: 98, iters: 49048, time: 0.292, data: 0.016) G_GAN: 2.629 G_L1: 4.222 D_real: 0.011 D_fake: 0.131 +(epoch: 98, iters: 49148, time: 0.289, data: 0.018) G_GAN: 2.519 G_L1: 5.290 D_real: 0.007 D_fake: 0.252 +(epoch: 98, iters: 49248, time: 0.426, data: 0.020) G_GAN: 2.033 G_L1: 6.682 D_real: 0.029 D_fake: 0.395 +(epoch: 98, iters: 49348, time: 0.302, data: 0.020) G_GAN: 2.939 G_L1: 4.939 D_real: 0.028 D_fake: 0.536 +(epoch: 98, iters: 49448, time: 0.295, data: 0.020) G_GAN: 3.711 G_L1: 4.879 D_real: 0.061 D_fake: 0.051 +(epoch: 98, iters: 49548, time: 0.300, data: 0.018) G_GAN: 2.766 G_L1: 3.528 D_real: 0.005 D_fake: 0.107 +(epoch: 98, iters: 49648, time: 0.412, data: 0.020) G_GAN: 4.775 G_L1: 4.363 D_real: 0.037 D_fake: 0.033 +(epoch: 98, iters: 49748, time: 0.293, data: 0.020) G_GAN: 1.956 G_L1: 4.597 D_real: 0.000 D_fake: 0.240 +(epoch: 98, iters: 49848, time: 0.299, data: 0.018) G_GAN: 3.126 G_L1: 7.629 D_real: 0.221 D_fake: 0.110 +(epoch: 98, iters: 49948, time: 0.283, data: 0.022) G_GAN: 2.417 G_L1: 7.657 D_real: 0.073 D_fake: 0.218 +(epoch: 98, iters: 50048, time: 0.403, data: 0.017) G_GAN: 2.354 G_L1: 4.319 D_real: 0.000 D_fake: 0.268 +(epoch: 98, iters: 50148, time: 0.286, data: 0.018) G_GAN: 2.696 G_L1: 12.691 D_real: 0.004 D_fake: 0.192 +(epoch: 98, iters: 50248, time: 0.304, data: 0.015) G_GAN: 3.407 G_L1: 3.937 D_real: 0.001 D_fake: 0.094 +(epoch: 98, iters: 50348, time: 0.291, data: 0.019) G_GAN: 3.203 G_L1: 4.566 D_real: 0.031 D_fake: 0.214 +(epoch: 98, iters: 50448, time: 0.637, data: 0.019) G_GAN: 3.060 G_L1: 4.375 D_real: 0.050 D_fake: 0.117 +(epoch: 98, iters: 50548, time: 0.280, data: 0.021) G_GAN: 2.776 G_L1: 4.784 D_real: 0.000 D_fake: 0.192 +(epoch: 98, iters: 50648, time: 0.299, data: 0.019) G_GAN: 3.303 G_L1: 5.285 D_real: 0.013 D_fake: 0.110 +(epoch: 98, iters: 50748, time: 0.297, data: 0.018) G_GAN: 3.617 G_L1: 3.897 D_real: 0.003 D_fake: 0.121 +(epoch: 98, iters: 50848, time: 0.414, data: 0.018) G_GAN: 3.254 G_L1: 5.062 D_real: 0.010 D_fake: 0.526 +(epoch: 98, iters: 50948, time: 0.291, data: 0.018) G_GAN: 2.305 G_L1: 5.109 D_real: 0.108 D_fake: 0.257 +(epoch: 98, iters: 51048, time: 0.293, data: 0.017) G_GAN: 2.633 G_L1: 5.169 D_real: 0.004 D_fake: 0.665 +(epoch: 98, iters: 51148, time: 0.287, data: 0.018) G_GAN: 3.935 G_L1: 6.400 D_real: 0.076 D_fake: 0.099 +(epoch: 98, iters: 51248, time: 0.421, data: 0.019) G_GAN: 4.851 G_L1: 6.218 D_real: 0.076 D_fake: 0.050 +(epoch: 98, iters: 51348, time: 0.299, data: 0.018) G_GAN: 1.377 G_L1: 4.893 D_real: 0.020 D_fake: 0.430 +(epoch: 98, iters: 51448, time: 0.280, data: 0.019) G_GAN: 3.528 G_L1: 6.401 D_real: 0.164 D_fake: 0.204 +(epoch: 98, iters: 51548, time: 0.300, data: 0.019) G_GAN: 2.607 G_L1: 4.341 D_real: 0.001 D_fake: 0.195 +(epoch: 98, iters: 51648, time: 0.394, data: 0.018) G_GAN: 2.896 G_L1: 4.557 D_real: 0.000 D_fake: 0.160 +(epoch: 98, iters: 51748, time: 0.288, data: 0.020) G_GAN: 4.226 G_L1: 7.504 D_real: 0.166 D_fake: 0.046 +(epoch: 98, iters: 51848, time: 0.301, data: 0.018) G_GAN: 4.008 G_L1: 3.970 D_real: 0.024 D_fake: 0.049 +(epoch: 98, iters: 51948, time: 0.286, data: 0.019) G_GAN: 2.764 G_L1: 4.106 D_real: 0.134 D_fake: 0.102 +(epoch: 98, iters: 52048, time: 0.376, data: 0.017) G_GAN: 2.117 G_L1: 3.539 D_real: 0.012 D_fake: 0.463 +(epoch: 98, iters: 52148, time: 0.294, data: 0.020) G_GAN: 2.456 G_L1: 3.656 D_real: 0.014 D_fake: 0.155 +(epoch: 98, iters: 52248, time: 0.303, data: 0.020) G_GAN: 2.581 G_L1: 3.807 D_real: 0.080 D_fake: 0.349 +(epoch: 98, iters: 52348, time: 0.293, data: 0.019) G_GAN: 2.370 G_L1: 3.259 D_real: 0.002 D_fake: 0.262 +(epoch: 98, iters: 52448, time: 0.642, data: 0.019) G_GAN: 3.466 G_L1: 5.488 D_real: 0.316 D_fake: 0.117 +(epoch: 98, iters: 52548, time: 0.289, data: 0.018) G_GAN: 4.020 G_L1: 3.797 D_real: 0.017 D_fake: 0.164 +(epoch: 98, iters: 52648, time: 0.308, data: 0.018) G_GAN: 2.561 G_L1: 8.178 D_real: 0.006 D_fake: 0.261 +(epoch: 98, iters: 52748, time: 0.299, data: 0.019) G_GAN: 1.792 G_L1: 3.865 D_real: 0.004 D_fake: 0.360 +(epoch: 98, iters: 52848, time: 0.410, data: 0.018) G_GAN: 2.948 G_L1: 4.714 D_real: 0.004 D_fake: 0.277 +(epoch: 98, iters: 52948, time: 0.294, data: 0.020) G_GAN: 3.782 G_L1: 4.581 D_real: 0.032 D_fake: 0.078 +(epoch: 98, iters: 53048, time: 0.291, data: 0.020) G_GAN: 3.359 G_L1: 5.518 D_real: 0.007 D_fake: 0.100 +(epoch: 98, iters: 53148, time: 0.287, data: 0.017) G_GAN: 3.080 G_L1: 4.098 D_real: 0.003 D_fake: 0.134 +(epoch: 98, iters: 53248, time: 0.401, data: 0.018) G_GAN: 2.110 G_L1: 3.834 D_real: 0.001 D_fake: 0.328 +(epoch: 98, iters: 53348, time: 0.289, data: 0.018) G_GAN: 2.377 G_L1: 4.270 D_real: 0.319 D_fake: 0.147 +(epoch: 98, iters: 53448, time: 0.287, data: 0.018) G_GAN: 2.690 G_L1: 5.102 D_real: 0.005 D_fake: 0.179 +(epoch: 98, iters: 53548, time: 0.292, data: 0.019) G_GAN: 2.538 G_L1: 4.907 D_real: 0.016 D_fake: 0.159 +(epoch: 98, iters: 53648, time: 0.379, data: 0.020) G_GAN: 3.337 G_L1: 5.516 D_real: 0.000 D_fake: 0.095 +(epoch: 98, iters: 53748, time: 0.301, data: 0.017) G_GAN: 2.354 G_L1: 3.675 D_real: 0.000 D_fake: 0.345 +(epoch: 98, iters: 53848, time: 0.292, data: 0.019) G_GAN: 2.829 G_L1: 5.213 D_real: 0.213 D_fake: 0.280 +(epoch: 98, iters: 53948, time: 0.296, data: 0.019) G_GAN: 2.981 G_L1: 4.007 D_real: 0.009 D_fake: 0.068 +(epoch: 98, iters: 54048, time: 0.418, data: 0.018) G_GAN: 3.305 G_L1: 4.546 D_real: 0.109 D_fake: 0.199 +(epoch: 98, iters: 54148, time: 0.294, data: 0.020) G_GAN: 2.886 G_L1: 4.683 D_real: 0.195 D_fake: 0.114 +(epoch: 98, iters: 54248, time: 0.301, data: 0.019) G_GAN: 2.563 G_L1: 4.325 D_real: 0.106 D_fake: 0.165 +(epoch: 98, iters: 54348, time: 0.301, data: 0.020) G_GAN: 2.383 G_L1: 4.381 D_real: 0.000 D_fake: 0.469 +(epoch: 98, iters: 54448, time: 0.596, data: 0.019) G_GAN: 2.579 G_L1: 5.494 D_real: 0.035 D_fake: 0.129 +(epoch: 98, iters: 54548, time: 0.306, data: 0.019) G_GAN: 2.767 G_L1: 3.525 D_real: 0.008 D_fake: 0.140 +(epoch: 98, iters: 54648, time: 0.300, data: 0.020) G_GAN: 2.586 G_L1: 4.040 D_real: 0.136 D_fake: 0.209 +(epoch: 98, iters: 54748, time: 0.300, data: 0.019) G_GAN: 3.082 G_L1: 4.389 D_real: 0.165 D_fake: 0.135 +(epoch: 98, iters: 54848, time: 0.401, data: 0.020) G_GAN: 3.592 G_L1: 2.666 D_real: 0.041 D_fake: 0.103 +(epoch: 98, iters: 54948, time: 0.294, data: 0.019) G_GAN: 5.997 G_L1: 4.809 D_real: 0.012 D_fake: 0.010 +(epoch: 98, iters: 55048, time: 0.300, data: 0.017) G_GAN: 3.107 G_L1: 4.220 D_real: 0.010 D_fake: 0.210 +(epoch: 98, iters: 55148, time: 0.299, data: 0.021) G_GAN: 3.929 G_L1: 3.721 D_real: 0.041 D_fake: 0.050 +(epoch: 98, iters: 55248, time: 0.397, data: 0.020) G_GAN: 2.328 G_L1: 4.300 D_real: 0.005 D_fake: 0.460 +(epoch: 98, iters: 55348, time: 0.299, data: 0.016) G_GAN: 2.559 G_L1: 2.617 D_real: 0.061 D_fake: 0.088 +(epoch: 98, iters: 55448, time: 0.304, data: 0.020) G_GAN: 3.369 G_L1: 4.126 D_real: 0.045 D_fake: 0.180 +(epoch: 98, iters: 55548, time: 0.292, data: 0.019) G_GAN: 3.412 G_L1: 4.190 D_real: 0.148 D_fake: 0.255 +(epoch: 98, iters: 55648, time: 0.422, data: 0.018) G_GAN: 3.219 G_L1: 4.313 D_real: 0.610 D_fake: 0.071 +(epoch: 98, iters: 55748, time: 0.304, data: 0.019) G_GAN: 2.949 G_L1: 4.624 D_real: 0.005 D_fake: 0.303 +(epoch: 98, iters: 55848, time: 0.299, data: 0.018) G_GAN: 4.018 G_L1: 4.326 D_real: 0.037 D_fake: 0.080 +(epoch: 98, iters: 55948, time: 0.303, data: 0.020) G_GAN: 2.488 G_L1: 3.884 D_real: 0.006 D_fake: 0.281 +(epoch: 98, iters: 56048, time: 0.418, data: 0.020) G_GAN: 2.617 G_L1: 3.798 D_real: 0.117 D_fake: 0.531 +(epoch: 98, iters: 56148, time: 0.303, data: 0.020) G_GAN: 3.380 G_L1: 3.853 D_real: 0.070 D_fake: 0.203 +(epoch: 98, iters: 56248, time: 0.301, data: 0.020) G_GAN: 3.609 G_L1: 4.859 D_real: 0.085 D_fake: 0.165 +(epoch: 98, iters: 56348, time: 0.293, data: 0.025) G_GAN: 3.666 G_L1: 8.172 D_real: 0.067 D_fake: 0.087 +(epoch: 98, iters: 56448, time: 0.614, data: 0.018) G_GAN: 4.278 G_L1: 7.160 D_real: 0.039 D_fake: 0.063 +(epoch: 98, iters: 56548, time: 0.298, data: 0.019) G_GAN: 2.509 G_L1: 4.437 D_real: 0.121 D_fake: 0.172 +(epoch: 98, iters: 56648, time: 0.300, data: 0.020) G_GAN: 3.390 G_L1: 4.765 D_real: 0.000 D_fake: 0.135 +(epoch: 98, iters: 56748, time: 0.287, data: 0.020) G_GAN: 3.196 G_L1: 4.401 D_real: 0.045 D_fake: 0.172 +(epoch: 98, iters: 56848, time: 0.409, data: 0.019) G_GAN: 3.619 G_L1: 3.513 D_real: 0.060 D_fake: 0.088 +(epoch: 98, iters: 56948, time: 0.298, data: 0.019) G_GAN: 1.871 G_L1: 2.993 D_real: 0.017 D_fake: 0.376 +(epoch: 98, iters: 57048, time: 0.302, data: 0.019) G_GAN: 1.513 G_L1: 4.237 D_real: 0.076 D_fake: 0.762 +(epoch: 98, iters: 57148, time: 0.290, data: 0.020) G_GAN: 4.757 G_L1: 6.123 D_real: 0.163 D_fake: 0.213 +(epoch: 98, iters: 57248, time: 0.395, data: 0.017) G_GAN: 3.595 G_L1: 4.644 D_real: 0.221 D_fake: 0.107 +(epoch: 98, iters: 57348, time: 0.299, data: 0.017) G_GAN: 2.882 G_L1: 4.542 D_real: 0.062 D_fake: 0.324 +(epoch: 98, iters: 57448, time: 0.288, data: 0.019) G_GAN: 2.341 G_L1: 5.075 D_real: 0.308 D_fake: 0.453 +(epoch: 98, iters: 57548, time: 0.299, data: 0.018) G_GAN: 6.855 G_L1: 4.968 D_real: 0.012 D_fake: 0.045 +(epoch: 98, iters: 57648, time: 0.413, data: 0.019) G_GAN: 3.587 G_L1: 3.848 D_real: 0.023 D_fake: 0.221 +(epoch: 98, iters: 57748, time: 0.291, data: 0.019) G_GAN: 4.875 G_L1: 5.359 D_real: 0.001 D_fake: 0.092 +(epoch: 98, iters: 57848, time: 0.302, data: 0.018) G_GAN: 5.098 G_L1: 5.145 D_real: 0.005 D_fake: 0.160 +(epoch: 98, iters: 57948, time: 0.302, data: 0.020) G_GAN: 3.838 G_L1: 4.321 D_real: 1.605 D_fake: 0.036 +(epoch: 98, iters: 58048, time: 0.414, data: 0.024) G_GAN: 4.845 G_L1: 4.402 D_real: 0.003 D_fake: 0.377 +(epoch: 98, iters: 58148, time: 0.297, data: 0.019) G_GAN: 4.752 G_L1: 5.164 D_real: 0.000 D_fake: 0.033 +(epoch: 98, iters: 58248, time: 0.294, data: 0.019) G_GAN: 5.999 G_L1: 8.254 D_real: 0.013 D_fake: 0.010 +(epoch: 98, iters: 58348, time: 0.299, data: 0.018) G_GAN: 4.138 G_L1: 7.971 D_real: 0.020 D_fake: 0.052 +(epoch: 98, iters: 58448, time: 0.611, data: 0.018) G_GAN: 4.022 G_L1: 4.927 D_real: 0.045 D_fake: 0.165 +(epoch: 98, iters: 58548, time: 0.285, data: 0.026) G_GAN: 5.555 G_L1: 4.144 D_real: 0.002 D_fake: 0.057 +(epoch: 98, iters: 58648, time: 0.289, data: 0.016) G_GAN: 5.338 G_L1: 8.671 D_real: 0.083 D_fake: 0.031 +(epoch: 98, iters: 58748, time: 0.298, data: 0.020) G_GAN: 4.276 G_L1: 4.503 D_real: 0.022 D_fake: 0.057 +(epoch: 98, iters: 58848, time: 0.389, data: 0.020) G_GAN: 4.123 G_L1: 3.422 D_real: 0.012 D_fake: 0.039 +(epoch: 98, iters: 58948, time: 0.296, data: 0.017) G_GAN: 6.559 G_L1: 6.024 D_real: 0.001 D_fake: 0.005 +(epoch: 98, iters: 59048, time: 0.291, data: 0.019) G_GAN: 4.926 G_L1: 4.775 D_real: 0.010 D_fake: 0.030 +(epoch: 98, iters: 59148, time: 0.294, data: 0.021) G_GAN: 5.094 G_L1: 7.035 D_real: 0.048 D_fake: 0.065 +(epoch: 98, iters: 59248, time: 0.409, data: 0.019) G_GAN: 3.442 G_L1: 4.473 D_real: 0.296 D_fake: 0.112 +(epoch: 98, iters: 59348, time: 0.299, data: 0.018) G_GAN: 3.271 G_L1: 5.606 D_real: 0.003 D_fake: 0.123 +(epoch: 98, iters: 59448, time: 0.294, data: 0.019) G_GAN: 3.809 G_L1: 5.143 D_real: 0.001 D_fake: 0.189 +(epoch: 98, iters: 59548, time: 0.291, data: 0.018) G_GAN: 5.031 G_L1: 4.163 D_real: 0.074 D_fake: 0.100 +(epoch: 98, iters: 59648, time: 0.403, data: 0.019) G_GAN: 5.843 G_L1: 4.914 D_real: 0.006 D_fake: 0.013 +(epoch: 98, iters: 59748, time: 0.287, data: 0.018) G_GAN: 5.619 G_L1: 4.143 D_real: 0.407 D_fake: 0.034 +(epoch: 98, iters: 59848, time: 0.292, data: 0.018) G_GAN: 4.047 G_L1: 4.928 D_real: 0.043 D_fake: 0.218 +(epoch: 98, iters: 59948, time: 0.296, data: 0.019) G_GAN: 4.264 G_L1: 3.696 D_real: 0.005 D_fake: 0.088 +(epoch: 99, iters: 32, time: 0.588, data: 0.018) G_GAN: 6.672 G_L1: 6.970 D_real: 0.016 D_fake: 0.147 +(epoch: 99, iters: 132, time: 0.298, data: 0.022) G_GAN: 6.667 G_L1: 6.341 D_real: 0.185 D_fake: 0.165 +(epoch: 99, iters: 232, time: 0.263, data: 0.020) G_GAN: 6.729 G_L1: 4.250 D_real: 0.061 D_fake: 0.022 +(epoch: 99, iters: 332, time: 0.300, data: 0.019) G_GAN: 3.640 G_L1: 3.417 D_real: 0.000 D_fake: 0.116 +(epoch: 99, iters: 432, time: 0.601, data: 0.019) G_GAN: 4.508 G_L1: 4.825 D_real: 0.010 D_fake: 0.068 +(epoch: 99, iters: 532, time: 0.284, data: 0.017) G_GAN: 4.679 G_L1: 5.112 D_real: 0.000 D_fake: 0.061 +(epoch: 99, iters: 632, time: 0.292, data: 0.017) G_GAN: 5.119 G_L1: 4.953 D_real: 0.001 D_fake: 0.021 +(epoch: 99, iters: 732, time: 0.294, data: 0.019) G_GAN: 4.955 G_L1: 5.413 D_real: 0.000 D_fake: 0.027 +(epoch: 99, iters: 832, time: 0.405, data: 0.019) G_GAN: 7.310 G_L1: 5.671 D_real: 0.000 D_fake: 0.004 +(epoch: 99, iters: 932, time: 0.286, data: 0.019) G_GAN: 4.513 G_L1: 6.407 D_real: 0.000 D_fake: 0.061 +(epoch: 99, iters: 1032, time: 0.296, data: 0.019) G_GAN: 6.259 G_L1: 6.951 D_real: 0.001 D_fake: 0.044 +(epoch: 99, iters: 1132, time: 0.290, data: 0.019) G_GAN: 4.294 G_L1: 5.405 D_real: 0.006 D_fake: 0.091 +(epoch: 99, iters: 1232, time: 0.407, data: 0.018) G_GAN: 4.831 G_L1: 5.358 D_real: 0.097 D_fake: 0.089 +(epoch: 99, iters: 1332, time: 0.298, data: 0.020) G_GAN: 6.753 G_L1: 7.036 D_real: 0.002 D_fake: 0.085 +(epoch: 99, iters: 1432, time: 0.301, data: 0.020) G_GAN: 4.668 G_L1: 4.075 D_real: 0.007 D_fake: 0.128 +(epoch: 99, iters: 1532, time: 0.272, data: 0.020) G_GAN: 3.418 G_L1: 3.858 D_real: 0.003 D_fake: 0.117 +(epoch: 99, iters: 1632, time: 0.383, data: 0.018) G_GAN: 2.123 G_L1: 4.179 D_real: 0.000 D_fake: 0.212 +(epoch: 99, iters: 1732, time: 0.281, data: 0.019) G_GAN: 3.912 G_L1: 4.459 D_real: 0.000 D_fake: 0.116 +(epoch: 99, iters: 1832, time: 0.279, data: 0.020) G_GAN: 7.663 G_L1: 4.473 D_real: 0.000 D_fake: 0.005 +(epoch: 99, iters: 1932, time: 0.276, data: 0.018) G_GAN: 4.977 G_L1: 4.384 D_real: 0.000 D_fake: 0.066 +(epoch: 99, iters: 2032, time: 0.401, data: 0.017) G_GAN: 4.293 G_L1: 4.171 D_real: 0.000 D_fake: 0.138 +(epoch: 99, iters: 2132, time: 0.289, data: 0.017) G_GAN: 4.382 G_L1: 12.238 D_real: 0.330 D_fake: 0.063 +(epoch: 99, iters: 2232, time: 0.292, data: 0.020) G_GAN: 4.563 G_L1: 5.908 D_real: 0.000 D_fake: 0.071 +(epoch: 99, iters: 2332, time: 0.281, data: 0.018) G_GAN: 4.366 G_L1: 9.032 D_real: 0.000 D_fake: 0.070 +(epoch: 99, iters: 2432, time: 0.564, data: 0.018) G_GAN: 2.248 G_L1: 3.500 D_real: 0.000 D_fake: 0.378 +(epoch: 99, iters: 2532, time: 0.290, data: 0.018) G_GAN: 2.332 G_L1: 5.032 D_real: 0.002 D_fake: 0.262 +(epoch: 99, iters: 2632, time: 0.287, data: 0.018) G_GAN: 3.648 G_L1: 3.772 D_real: 0.000 D_fake: 0.048 +(epoch: 99, iters: 2732, time: 0.284, data: 0.019) G_GAN: 3.230 G_L1: 4.413 D_real: 0.000 D_fake: 0.118 +(epoch: 99, iters: 2832, time: 0.364, data: 0.018) G_GAN: 2.940 G_L1: 4.236 D_real: 0.001 D_fake: 0.149 +(epoch: 99, iters: 2932, time: 0.298, data: 0.017) G_GAN: 4.513 G_L1: 5.616 D_real: 0.000 D_fake: 0.048 +(epoch: 99, iters: 3032, time: 0.289, data: 0.020) G_GAN: 3.802 G_L1: 13.139 D_real: 0.000 D_fake: 0.108 +(epoch: 99, iters: 3132, time: 0.297, data: 0.018) G_GAN: 3.102 G_L1: 6.273 D_real: 0.000 D_fake: 0.216 +(epoch: 99, iters: 3232, time: 0.406, data: 0.020) G_GAN: 4.134 G_L1: 5.723 D_real: 0.000 D_fake: 0.131 +(epoch: 99, iters: 3332, time: 0.293, data: 0.017) G_GAN: 3.643 G_L1: 4.447 D_real: 0.000 D_fake: 0.083 +(epoch: 99, iters: 3432, time: 0.291, data: 0.020) G_GAN: 3.614 G_L1: 4.545 D_real: 0.000 D_fake: 0.090 +(epoch: 99, iters: 3532, time: 0.278, data: 0.019) G_GAN: 4.663 G_L1: 5.984 D_real: 0.000 D_fake: 0.111 +(epoch: 99, iters: 3632, time: 0.408, data: 0.017) G_GAN: 3.193 G_L1: 3.532 D_real: 0.000 D_fake: 0.075 +(epoch: 99, iters: 3732, time: 0.291, data: 0.018) G_GAN: 2.861 G_L1: 4.357 D_real: 0.000 D_fake: 0.230 +(epoch: 99, iters: 3832, time: 0.294, data: 0.019) G_GAN: 2.924 G_L1: 5.058 D_real: 0.000 D_fake: 0.111 +(epoch: 99, iters: 3932, time: 0.292, data: 0.024) G_GAN: 3.696 G_L1: 4.567 D_real: 0.000 D_fake: 0.058 +(epoch: 99, iters: 4032, time: 0.378, data: 0.019) G_GAN: 2.399 G_L1: 3.469 D_real: 0.000 D_fake: 0.492 +(epoch: 99, iters: 4132, time: 0.289, data: 0.016) G_GAN: 3.020 G_L1: 4.112 D_real: 0.000 D_fake: 0.143 +(epoch: 99, iters: 4232, time: 0.298, data: 0.017) G_GAN: 3.262 G_L1: 3.951 D_real: 0.000 D_fake: 0.208 +(epoch: 99, iters: 4332, time: 0.286, data: 0.020) G_GAN: 4.774 G_L1: 7.412 D_real: 0.000 D_fake: 0.190 +(epoch: 99, iters: 4432, time: 0.585, data: 0.017) G_GAN: 4.812 G_L1: 4.101 D_real: 0.000 D_fake: 0.054 +(epoch: 99, iters: 4532, time: 0.303, data: 0.018) G_GAN: 3.212 G_L1: 4.530 D_real: 0.000 D_fake: 0.074 +(epoch: 99, iters: 4632, time: 0.279, data: 0.019) G_GAN: 3.936 G_L1: 5.861 D_real: 0.000 D_fake: 0.043 +(epoch: 99, iters: 4732, time: 0.296, data: 0.017) G_GAN: 4.625 G_L1: 5.608 D_real: 0.000 D_fake: 0.044 +(epoch: 99, iters: 4832, time: 0.387, data: 0.018) G_GAN: 3.611 G_L1: 5.163 D_real: 0.000 D_fake: 0.307 +(epoch: 99, iters: 4932, time: 0.297, data: 0.018) G_GAN: 3.466 G_L1: 6.966 D_real: 0.000 D_fake: 0.249 +(epoch: 99, iters: 5032, time: 0.301, data: 0.018) G_GAN: 1.965 G_L1: 4.893 D_real: 0.000 D_fake: 0.248 +(epoch: 99, iters: 5132, time: 0.302, data: 0.019) G_GAN: 3.235 G_L1: 5.235 D_real: 0.000 D_fake: 0.119 +(epoch: 99, iters: 5232, time: 0.412, data: 0.018) G_GAN: 3.245 G_L1: 6.732 D_real: 0.000 D_fake: 0.116 +(epoch: 99, iters: 5332, time: 0.293, data: 0.018) G_GAN: 3.305 G_L1: 6.188 D_real: 0.000 D_fake: 0.175 +(epoch: 99, iters: 5432, time: 0.299, data: 0.019) G_GAN: 2.765 G_L1: 4.432 D_real: 0.000 D_fake: 0.186 +(epoch: 99, iters: 5532, time: 0.297, data: 0.018) G_GAN: 2.829 G_L1: 4.229 D_real: 0.000 D_fake: 0.165 +(epoch: 99, iters: 5632, time: 0.401, data: 0.017) G_GAN: 3.470 G_L1: 7.909 D_real: 0.000 D_fake: 0.406 +(epoch: 99, iters: 5732, time: 0.296, data: 0.015) G_GAN: 3.430 G_L1: 3.066 D_real: 0.000 D_fake: 0.099 +(epoch: 99, iters: 5832, time: 0.290, data: 0.017) G_GAN: 2.130 G_L1: 6.331 D_real: 0.000 D_fake: 0.253 +(epoch: 99, iters: 5932, time: 0.296, data: 0.021) G_GAN: 2.741 G_L1: 5.289 D_real: 0.000 D_fake: 0.190 +(epoch: 99, iters: 6032, time: 0.399, data: 0.018) G_GAN: 3.394 G_L1: 4.337 D_real: 0.000 D_fake: 0.085 +(epoch: 99, iters: 6132, time: 0.288, data: 0.018) G_GAN: 3.794 G_L1: 5.972 D_real: 0.000 D_fake: 0.072 +(epoch: 99, iters: 6232, time: 0.291, data: 0.017) G_GAN: 3.460 G_L1: 4.758 D_real: 0.000 D_fake: 0.120 +(epoch: 99, iters: 6332, time: 0.296, data: 0.022) G_GAN: 3.604 G_L1: 4.826 D_real: 0.000 D_fake: 0.171 +(epoch: 99, iters: 6432, time: 0.617, data: 0.018) G_GAN: 4.299 G_L1: 5.329 D_real: 0.002 D_fake: 0.029 +(epoch: 99, iters: 6532, time: 0.303, data: 0.020) G_GAN: 2.625 G_L1: 2.877 D_real: 0.000 D_fake: 0.166 +(epoch: 99, iters: 6632, time: 0.304, data: 0.018) G_GAN: 3.273 G_L1: 6.546 D_real: 0.000 D_fake: 0.208 +(epoch: 99, iters: 6732, time: 0.301, data: 0.019) G_GAN: 3.135 G_L1: 4.054 D_real: 0.000 D_fake: 0.106 +(epoch: 99, iters: 6832, time: 0.412, data: 0.019) G_GAN: 3.193 G_L1: 4.783 D_real: 0.000 D_fake: 0.083 +(epoch: 99, iters: 6932, time: 0.300, data: 0.017) G_GAN: 2.197 G_L1: 4.501 D_real: 0.000 D_fake: 0.286 +(epoch: 99, iters: 7032, time: 0.302, data: 0.019) G_GAN: 2.050 G_L1: 6.216 D_real: 0.000 D_fake: 0.335 +(epoch: 99, iters: 7132, time: 0.292, data: 0.018) G_GAN: 2.684 G_L1: 3.828 D_real: 0.000 D_fake: 0.213 +(epoch: 99, iters: 7232, time: 0.412, data: 0.017) G_GAN: 3.303 G_L1: 7.735 D_real: 0.000 D_fake: 0.286 +(epoch: 99, iters: 7332, time: 0.299, data: 0.019) G_GAN: 2.106 G_L1: 5.372 D_real: 0.000 D_fake: 0.391 +(epoch: 99, iters: 7432, time: 0.285, data: 0.017) G_GAN: 3.169 G_L1: 4.091 D_real: 0.000 D_fake: 0.140 +(epoch: 99, iters: 7532, time: 0.290, data: 0.017) G_GAN: 2.890 G_L1: 3.405 D_real: 0.000 D_fake: 0.148 +(epoch: 99, iters: 7632, time: 0.395, data: 0.020) G_GAN: 2.663 G_L1: 4.685 D_real: 0.000 D_fake: 0.223 +(epoch: 99, iters: 7732, time: 0.270, data: 0.015) G_GAN: 2.350 G_L1: 9.810 D_real: 0.000 D_fake: 0.165 +(epoch: 99, iters: 7832, time: 0.282, data: 0.016) G_GAN: 2.965 G_L1: 6.376 D_real: 0.000 D_fake: 0.190 +(epoch: 99, iters: 7932, time: 0.284, data: 0.018) G_GAN: 3.035 G_L1: 4.546 D_real: 0.001 D_fake: 0.174 +(epoch: 99, iters: 8032, time: 0.412, data: 0.017) G_GAN: 2.564 G_L1: 4.018 D_real: 0.001 D_fake: 0.188 +(epoch: 99, iters: 8132, time: 0.255, data: 0.017) G_GAN: 2.186 G_L1: 4.357 D_real: 0.000 D_fake: 0.185 +(epoch: 99, iters: 8232, time: 0.291, data: 0.015) G_GAN: 2.804 G_L1: 4.134 D_real: 0.000 D_fake: 0.128 +(epoch: 99, iters: 8332, time: 0.293, data: 0.016) G_GAN: 2.059 G_L1: 3.286 D_real: 0.008 D_fake: 1.174 +(epoch: 99, iters: 8432, time: 0.637, data: 0.018) G_GAN: 2.189 G_L1: 5.148 D_real: 0.000 D_fake: 0.209 +(epoch: 99, iters: 8532, time: 0.295, data: 0.018) G_GAN: 2.024 G_L1: 5.492 D_real: 0.000 D_fake: 0.321 +(epoch: 99, iters: 8632, time: 0.300, data: 0.019) G_GAN: 3.103 G_L1: 4.709 D_real: 0.000 D_fake: 0.104 +(epoch: 99, iters: 8732, time: 0.303, data: 0.020) G_GAN: 3.139 G_L1: 4.850 D_real: 0.000 D_fake: 0.368 +(epoch: 99, iters: 8832, time: 0.401, data: 0.018) G_GAN: 2.295 G_L1: 5.596 D_real: 0.000 D_fake: 0.333 +(epoch: 99, iters: 8932, time: 0.294, data: 0.022) G_GAN: 2.261 G_L1: 4.915 D_real: 0.000 D_fake: 0.326 +(epoch: 99, iters: 9032, time: 0.285, data: 0.018) G_GAN: 1.756 G_L1: 3.905 D_real: 0.000 D_fake: 0.405 +(epoch: 99, iters: 9132, time: 0.295, data: 0.018) G_GAN: 2.592 G_L1: 10.752 D_real: 0.000 D_fake: 0.514 +(epoch: 99, iters: 9232, time: 0.401, data: 0.019) G_GAN: 2.204 G_L1: 9.958 D_real: 0.000 D_fake: 0.430 +(epoch: 99, iters: 9332, time: 0.295, data: 0.019) G_GAN: 2.767 G_L1: 4.974 D_real: 0.000 D_fake: 0.345 +(epoch: 99, iters: 9432, time: 0.298, data: 0.017) G_GAN: 1.741 G_L1: 4.575 D_real: 0.000 D_fake: 0.540 +(epoch: 99, iters: 9532, time: 0.279, data: 0.019) G_GAN: 2.504 G_L1: 7.052 D_real: 0.000 D_fake: 0.340 +(epoch: 99, iters: 9632, time: 0.398, data: 0.017) G_GAN: 1.711 G_L1: 5.986 D_real: 0.000 D_fake: 0.590 +(epoch: 99, iters: 9732, time: 0.273, data: 0.015) G_GAN: 2.319 G_L1: 5.234 D_real: 0.000 D_fake: 0.467 +(epoch: 99, iters: 9832, time: 0.285, data: 0.017) G_GAN: 3.693 G_L1: 7.174 D_real: 0.000 D_fake: 0.117 +(epoch: 99, iters: 9932, time: 0.288, data: 0.018) G_GAN: 2.451 G_L1: 4.437 D_real: 0.001 D_fake: 0.268 +(epoch: 99, iters: 10032, time: 0.409, data: 0.016) G_GAN: 2.733 G_L1: 4.416 D_real: 0.000 D_fake: 0.357 +(epoch: 99, iters: 10132, time: 0.295, data: 0.019) G_GAN: 2.934 G_L1: 5.017 D_real: 0.000 D_fake: 0.230 +(epoch: 99, iters: 10232, time: 0.278, data: 0.018) G_GAN: 2.583 G_L1: 4.126 D_real: 0.000 D_fake: 0.343 +(epoch: 99, iters: 10332, time: 0.272, data: 0.016) G_GAN: 2.186 G_L1: 4.977 D_real: 0.000 D_fake: 0.241 +(epoch: 99, iters: 10432, time: 0.558, data: 0.017) G_GAN: 2.494 G_L1: 3.810 D_real: 0.000 D_fake: 0.337 +(epoch: 99, iters: 10532, time: 0.298, data: 0.016) G_GAN: 1.659 G_L1: 4.891 D_real: 0.000 D_fake: 0.608 +(epoch: 99, iters: 10632, time: 0.302, data: 0.019) G_GAN: 1.776 G_L1: 5.447 D_real: 0.000 D_fake: 0.644 +(epoch: 99, iters: 10732, time: 0.306, data: 0.019) G_GAN: 2.502 G_L1: 4.941 D_real: 0.000 D_fake: 0.500 +(epoch: 99, iters: 10832, time: 0.412, data: 0.019) G_GAN: 4.162 G_L1: 5.088 D_real: 0.000 D_fake: 0.085 +(epoch: 99, iters: 10932, time: 0.291, data: 0.018) G_GAN: 2.596 G_L1: 4.023 D_real: 0.000 D_fake: 0.162 +(epoch: 99, iters: 11032, time: 0.285, data: 0.019) G_GAN: 2.862 G_L1: 4.025 D_real: 0.000 D_fake: 0.200 +(epoch: 99, iters: 11132, time: 0.293, data: 0.017) G_GAN: 1.949 G_L1: 3.922 D_real: 0.001 D_fake: 0.260 +(epoch: 99, iters: 11232, time: 0.372, data: 0.018) G_GAN: 2.432 G_L1: 3.536 D_real: 0.000 D_fake: 0.177 +(epoch: 99, iters: 11332, time: 0.275, data: 0.014) G_GAN: 1.934 G_L1: 3.414 D_real: 0.000 D_fake: 0.254 +(epoch: 99, iters: 11432, time: 0.289, data: 0.018) G_GAN: 3.470 G_L1: 4.893 D_real: 0.000 D_fake: 0.241 +(epoch: 99, iters: 11532, time: 0.262, data: 0.017) G_GAN: 2.474 G_L1: 5.155 D_real: 0.000 D_fake: 0.228 +(epoch: 99, iters: 11632, time: 0.392, data: 0.016) G_GAN: 2.635 G_L1: 4.757 D_real: 0.000 D_fake: 0.614 +(epoch: 99, iters: 11732, time: 0.284, data: 0.016) G_GAN: 2.430 G_L1: 6.460 D_real: 0.022 D_fake: 0.223 +(epoch: 99, iters: 11832, time: 0.302, data: 0.018) G_GAN: 2.371 G_L1: 3.767 D_real: 0.000 D_fake: 0.548 +(epoch: 99, iters: 11932, time: 0.300, data: 0.019) G_GAN: 2.746 G_L1: 5.864 D_real: 0.000 D_fake: 0.470 +(epoch: 99, iters: 12032, time: 0.386, data: 0.018) G_GAN: 1.902 G_L1: 4.016 D_real: 0.000 D_fake: 0.313 +(epoch: 99, iters: 12132, time: 0.280, data: 0.016) G_GAN: 3.104 G_L1: 4.713 D_real: 0.000 D_fake: 0.190 +(epoch: 99, iters: 12232, time: 0.295, data: 0.015) G_GAN: 2.083 G_L1: 6.963 D_real: 0.000 D_fake: 1.119 +(epoch: 99, iters: 12332, time: 0.295, data: 0.022) G_GAN: 1.650 G_L1: 3.811 D_real: 0.000 D_fake: 0.668 +(epoch: 99, iters: 12432, time: 0.625, data: 0.018) G_GAN: 1.276 G_L1: 4.227 D_real: 0.000 D_fake: 0.478 +(epoch: 99, iters: 12532, time: 0.287, data: 0.018) G_GAN: 2.234 G_L1: 4.064 D_real: 0.000 D_fake: 0.183 +(epoch: 99, iters: 12632, time: 0.281, data: 0.016) G_GAN: 1.870 G_L1: 4.515 D_real: 0.000 D_fake: 0.282 +(epoch: 99, iters: 12732, time: 0.291, data: 0.017) G_GAN: 2.732 G_L1: 5.344 D_real: 0.003 D_fake: 0.274 +(epoch: 99, iters: 12832, time: 0.421, data: 0.019) G_GAN: 2.204 G_L1: 5.910 D_real: 0.001 D_fake: 0.714 +(epoch: 99, iters: 12932, time: 0.298, data: 0.018) G_GAN: 2.073 G_L1: 3.234 D_real: 0.000 D_fake: 0.336 +(epoch: 99, iters: 13032, time: 0.288, data: 0.020) G_GAN: 2.436 G_L1: 4.064 D_real: 0.000 D_fake: 0.194 +(epoch: 99, iters: 13132, time: 0.288, data: 0.022) G_GAN: 2.160 G_L1: 4.866 D_real: 0.001 D_fake: 0.263 +(epoch: 99, iters: 13232, time: 0.406, data: 0.017) G_GAN: 1.824 G_L1: 5.319 D_real: 0.000 D_fake: 0.509 +(epoch: 99, iters: 13332, time: 0.306, data: 0.016) G_GAN: 2.966 G_L1: 4.976 D_real: 0.000 D_fake: 0.155 +(epoch: 99, iters: 13432, time: 0.303, data: 0.019) G_GAN: 2.130 G_L1: 3.644 D_real: 0.003 D_fake: 0.392 +(epoch: 99, iters: 13532, time: 0.289, data: 0.019) G_GAN: 2.081 G_L1: 6.468 D_real: 0.000 D_fake: 0.283 +(epoch: 99, iters: 13632, time: 0.407, data: 0.018) G_GAN: 1.104 G_L1: 4.260 D_real: 0.000 D_fake: 0.759 +(epoch: 99, iters: 13732, time: 0.297, data: 0.020) G_GAN: 2.094 G_L1: 7.118 D_real: 0.001 D_fake: 0.372 +(epoch: 99, iters: 13832, time: 0.299, data: 0.018) G_GAN: 1.317 G_L1: 11.760 D_real: 0.002 D_fake: 1.923 +(epoch: 99, iters: 13932, time: 0.295, data: 0.025) G_GAN: 1.967 G_L1: 8.380 D_real: 0.004 D_fake: 0.237 +(epoch: 99, iters: 14032, time: 0.409, data: 0.018) G_GAN: 1.508 G_L1: 4.520 D_real: 0.000 D_fake: 0.474 +(epoch: 99, iters: 14132, time: 0.295, data: 0.019) G_GAN: 1.732 G_L1: 5.379 D_real: 0.000 D_fake: 0.575 +(epoch: 99, iters: 14232, time: 0.280, data: 0.018) G_GAN: 1.630 G_L1: 5.499 D_real: 0.000 D_fake: 0.436 +(epoch: 99, iters: 14332, time: 0.294, data: 0.017) G_GAN: 2.282 G_L1: 5.049 D_real: 0.000 D_fake: 0.965 +(epoch: 99, iters: 14432, time: 0.643, data: 0.019) G_GAN: 2.069 G_L1: 8.460 D_real: 0.001 D_fake: 0.379 +(epoch: 99, iters: 14532, time: 0.294, data: 0.018) G_GAN: 1.819 G_L1: 5.571 D_real: 0.000 D_fake: 0.502 +(epoch: 99, iters: 14632, time: 0.294, data: 0.022) G_GAN: 1.975 G_L1: 5.432 D_real: 0.000 D_fake: 0.489 +(epoch: 99, iters: 14732, time: 0.280, data: 0.019) G_GAN: 2.346 G_L1: 8.198 D_real: 0.000 D_fake: 0.476 +(epoch: 99, iters: 14832, time: 0.411, data: 0.016) G_GAN: 2.731 G_L1: 5.281 D_real: 0.000 D_fake: 0.174 +(epoch: 99, iters: 14932, time: 0.280, data: 0.017) G_GAN: 2.505 G_L1: 5.131 D_real: 0.004 D_fake: 0.294 +(epoch: 99, iters: 15032, time: 0.289, data: 0.017) G_GAN: 1.609 G_L1: 4.369 D_real: 0.000 D_fake: 0.568 +(epoch: 99, iters: 15132, time: 0.290, data: 0.020) G_GAN: 2.269 G_L1: 5.002 D_real: 0.000 D_fake: 0.250 +(epoch: 99, iters: 15232, time: 0.406, data: 0.018) G_GAN: 2.092 G_L1: 4.584 D_real: 0.000 D_fake: 0.229 +(epoch: 99, iters: 15332, time: 0.292, data: 0.020) G_GAN: 2.042 G_L1: 3.964 D_real: 0.000 D_fake: 0.482 +(epoch: 99, iters: 15432, time: 0.285, data: 0.017) G_GAN: 1.024 G_L1: 3.037 D_real: 0.005 D_fake: 0.629 +(epoch: 99, iters: 15532, time: 0.294, data: 0.017) G_GAN: 1.975 G_L1: 6.376 D_real: 0.006 D_fake: 0.334 +(epoch: 99, iters: 15632, time: 0.375, data: 0.027) G_GAN: 1.304 G_L1: 4.458 D_real: 0.001 D_fake: 0.726 +(epoch: 99, iters: 15732, time: 0.297, data: 0.020) G_GAN: 1.217 G_L1: 4.835 D_real: 0.000 D_fake: 0.619 +(epoch: 99, iters: 15832, time: 0.293, data: 0.018) G_GAN: 1.513 G_L1: 4.863 D_real: 0.002 D_fake: 0.443 +(epoch: 99, iters: 15932, time: 0.296, data: 0.019) G_GAN: 1.643 G_L1: 3.449 D_real: 0.000 D_fake: 0.378 +(epoch: 99, iters: 16032, time: 0.405, data: 0.019) G_GAN: 1.798 G_L1: 5.336 D_real: 0.000 D_fake: 0.376 +(epoch: 99, iters: 16132, time: 0.295, data: 0.018) G_GAN: 2.040 G_L1: 4.682 D_real: 0.000 D_fake: 0.438 +(epoch: 99, iters: 16232, time: 0.290, data: 0.019) G_GAN: 1.274 G_L1: 3.675 D_real: 0.000 D_fake: 0.490 +(epoch: 99, iters: 16332, time: 0.298, data: 0.018) G_GAN: 2.620 G_L1: 5.686 D_real: 0.000 D_fake: 0.190 +(epoch: 99, iters: 16432, time: 0.655, data: 0.020) G_GAN: 2.180 G_L1: 4.557 D_real: 0.000 D_fake: 0.336 +(epoch: 99, iters: 16532, time: 0.295, data: 0.019) G_GAN: 1.575 G_L1: 4.151 D_real: 0.000 D_fake: 0.629 +(epoch: 99, iters: 16632, time: 0.275, data: 0.018) G_GAN: 1.428 G_L1: 3.862 D_real: 0.000 D_fake: 0.838 +(epoch: 99, iters: 16732, time: 0.283, data: 0.016) G_GAN: 1.579 G_L1: 3.493 D_real: 0.000 D_fake: 0.640 +(epoch: 99, iters: 16832, time: 0.382, data: 0.020) G_GAN: 1.960 G_L1: 5.890 D_real: 0.000 D_fake: 0.358 +(epoch: 99, iters: 16932, time: 0.289, data: 0.018) G_GAN: 1.567 G_L1: 5.143 D_real: 0.000 D_fake: 0.341 +(epoch: 99, iters: 17032, time: 0.299, data: 0.017) G_GAN: 1.767 G_L1: 5.246 D_real: 0.000 D_fake: 0.435 +(epoch: 99, iters: 17132, time: 0.286, data: 0.023) G_GAN: 2.010 G_L1: 5.806 D_real: 0.000 D_fake: 0.793 +(epoch: 99, iters: 17232, time: 0.411, data: 0.017) G_GAN: 2.688 G_L1: 5.694 D_real: 0.000 D_fake: 0.172 +(epoch: 99, iters: 17332, time: 0.297, data: 0.018) G_GAN: 1.926 G_L1: 4.764 D_real: 0.000 D_fake: 0.434 +(epoch: 99, iters: 17432, time: 0.286, data: 0.017) G_GAN: 1.548 G_L1: 5.378 D_real: 0.000 D_fake: 0.584 +(epoch: 99, iters: 17532, time: 0.288, data: 0.016) G_GAN: 1.683 G_L1: 4.173 D_real: 0.001 D_fake: 0.316 +(epoch: 99, iters: 17632, time: 0.407, data: 0.017) G_GAN: 1.523 G_L1: 3.872 D_real: 0.000 D_fake: 0.459 +(epoch: 99, iters: 17732, time: 0.298, data: 0.018) G_GAN: 1.618 G_L1: 4.033 D_real: 0.001 D_fake: 0.520 +(epoch: 99, iters: 17832, time: 0.293, data: 0.020) G_GAN: 0.955 G_L1: 4.498 D_real: 0.001 D_fake: 0.763 +(epoch: 99, iters: 17932, time: 0.280, data: 0.019) G_GAN: 1.217 G_L1: 3.186 D_real: 0.018 D_fake: 0.609 +(epoch: 99, iters: 18032, time: 0.407, data: 0.016) G_GAN: 1.672 G_L1: 6.527 D_real: 0.004 D_fake: 0.860 +(epoch: 99, iters: 18132, time: 0.283, data: 0.016) G_GAN: 1.454 G_L1: 4.751 D_real: 0.002 D_fake: 0.410 +(epoch: 99, iters: 18232, time: 0.297, data: 0.018) G_GAN: 1.261 G_L1: 5.229 D_real: 0.001 D_fake: 0.635 +(epoch: 99, iters: 18332, time: 0.295, data: 0.018) G_GAN: 1.088 G_L1: 5.637 D_real: 0.002 D_fake: 0.860 +(epoch: 99, iters: 18432, time: 0.649, data: 0.018) G_GAN: 2.028 G_L1: 7.362 D_real: 0.001 D_fake: 0.381 +(epoch: 99, iters: 18532, time: 0.295, data: 0.028) G_GAN: 2.069 G_L1: 4.150 D_real: 0.001 D_fake: 0.264 +(epoch: 99, iters: 18632, time: 0.302, data: 0.021) G_GAN: 1.506 G_L1: 4.252 D_real: 0.000 D_fake: 0.406 +(epoch: 99, iters: 18732, time: 0.294, data: 0.020) G_GAN: 1.171 G_L1: 6.272 D_real: 0.000 D_fake: 0.981 +(epoch: 99, iters: 18832, time: 0.409, data: 0.018) G_GAN: 2.751 G_L1: 5.613 D_real: 0.005 D_fake: 0.738 +(epoch: 99, iters: 18932, time: 0.292, data: 0.019) G_GAN: 1.341 G_L1: 4.072 D_real: 0.000 D_fake: 0.534 +(epoch: 99, iters: 19032, time: 0.294, data: 0.018) G_GAN: 2.402 G_L1: 6.175 D_real: 0.000 D_fake: 1.386 +(epoch: 99, iters: 19132, time: 0.307, data: 0.019) G_GAN: 2.047 G_L1: 5.848 D_real: 0.009 D_fake: 0.437 +(epoch: 99, iters: 19232, time: 0.383, data: 0.020) G_GAN: 0.806 G_L1: 4.802 D_real: 0.001 D_fake: 1.234 +(epoch: 99, iters: 19332, time: 0.304, data: 0.021) G_GAN: 1.529 G_L1: 6.582 D_real: 0.000 D_fake: 0.506 +(epoch: 99, iters: 19432, time: 0.295, data: 0.020) G_GAN: 1.048 G_L1: 4.653 D_real: 0.001 D_fake: 0.788 +(epoch: 99, iters: 19532, time: 0.297, data: 0.020) G_GAN: 1.377 G_L1: 4.426 D_real: 0.000 D_fake: 0.923 +(epoch: 99, iters: 19632, time: 0.390, data: 0.020) G_GAN: 1.846 G_L1: 4.014 D_real: 0.000 D_fake: 0.395 +(epoch: 99, iters: 19732, time: 0.303, data: 0.018) G_GAN: 1.812 G_L1: 4.315 D_real: 0.001 D_fake: 0.353 +(epoch: 99, iters: 19832, time: 0.302, data: 0.020) G_GAN: 1.718 G_L1: 4.662 D_real: 0.000 D_fake: 0.529 +(epoch: 99, iters: 19932, time: 0.307, data: 0.022) G_GAN: 1.141 G_L1: 3.719 D_real: 0.004 D_fake: 0.812 +(epoch: 99, iters: 20032, time: 0.415, data: 0.020) G_GAN: 1.267 G_L1: 6.158 D_real: 0.000 D_fake: 0.696 +(epoch: 99, iters: 20132, time: 0.299, data: 0.020) G_GAN: 1.727 G_L1: 4.103 D_real: 0.000 D_fake: 0.475 +(epoch: 99, iters: 20232, time: 0.305, data: 0.018) G_GAN: 2.394 G_L1: 4.962 D_real: 0.000 D_fake: 0.236 +(epoch: 99, iters: 20332, time: 0.295, data: 0.020) G_GAN: 1.044 G_L1: 4.152 D_real: 0.001 D_fake: 0.729 +(epoch: 99, iters: 20432, time: 0.675, data: 0.018) G_GAN: 2.096 G_L1: 6.743 D_real: 0.000 D_fake: 0.478 +(epoch: 99, iters: 20532, time: 0.296, data: 0.020) G_GAN: 2.071 G_L1: 4.611 D_real: 0.000 D_fake: 0.354 +(epoch: 99, iters: 20632, time: 0.294, data: 0.019) G_GAN: 1.523 G_L1: 4.414 D_real: 0.001 D_fake: 0.453 +(epoch: 99, iters: 20732, time: 0.301, data: 0.019) G_GAN: 1.197 G_L1: 3.879 D_real: 0.000 D_fake: 0.737 +(epoch: 99, iters: 20832, time: 0.416, data: 0.023) G_GAN: 1.344 G_L1: 4.721 D_real: 0.002 D_fake: 0.529 +(epoch: 99, iters: 20932, time: 0.300, data: 0.018) G_GAN: 2.532 G_L1: 4.904 D_real: 0.000 D_fake: 0.303 +(epoch: 99, iters: 21032, time: 0.296, data: 0.019) G_GAN: 1.180 G_L1: 3.550 D_real: 0.000 D_fake: 1.204 +(epoch: 99, iters: 21132, time: 0.296, data: 0.019) G_GAN: 2.073 G_L1: 4.654 D_real: 0.000 D_fake: 0.247 +(epoch: 99, iters: 21232, time: 0.402, data: 0.019) G_GAN: 1.756 G_L1: 3.389 D_real: 0.000 D_fake: 0.244 +(epoch: 99, iters: 21332, time: 0.301, data: 0.019) G_GAN: 1.342 G_L1: 4.275 D_real: 0.003 D_fake: 0.533 +(epoch: 99, iters: 21432, time: 0.301, data: 0.019) G_GAN: 1.176 G_L1: 4.299 D_real: 0.003 D_fake: 0.660 +(epoch: 99, iters: 21532, time: 0.303, data: 0.018) G_GAN: 1.379 G_L1: 4.215 D_real: 0.000 D_fake: 0.561 +(epoch: 99, iters: 21632, time: 0.382, data: 0.021) G_GAN: 1.958 G_L1: 5.284 D_real: 0.000 D_fake: 0.370 +(epoch: 99, iters: 21732, time: 0.272, data: 0.021) G_GAN: 1.664 G_L1: 3.764 D_real: 0.000 D_fake: 0.319 +(epoch: 99, iters: 21832, time: 0.302, data: 0.015) G_GAN: 2.500 G_L1: 6.116 D_real: 0.006 D_fake: 0.253 +(epoch: 99, iters: 21932, time: 0.291, data: 0.018) G_GAN: 1.680 G_L1: 4.781 D_real: 0.000 D_fake: 0.542 +(epoch: 99, iters: 22032, time: 0.414, data: 0.018) G_GAN: 1.374 G_L1: 5.334 D_real: 0.001 D_fake: 0.590 +(epoch: 99, iters: 22132, time: 0.308, data: 0.020) G_GAN: 1.367 G_L1: 4.066 D_real: 0.000 D_fake: 0.529 +(epoch: 99, iters: 22232, time: 0.295, data: 0.021) G_GAN: 1.207 G_L1: 4.605 D_real: 0.000 D_fake: 0.649 +(epoch: 99, iters: 22332, time: 0.292, data: 0.018) G_GAN: 1.003 G_L1: 4.238 D_real: 0.001 D_fake: 0.683 +(epoch: 99, iters: 22432, time: 0.663, data: 0.018) G_GAN: 0.908 G_L1: 4.540 D_real: 0.002 D_fake: 0.905 +(epoch: 99, iters: 22532, time: 0.304, data: 0.021) G_GAN: 0.990 G_L1: 5.466 D_real: 0.083 D_fake: 1.020 +(epoch: 99, iters: 22632, time: 0.300, data: 0.020) G_GAN: 1.152 G_L1: 5.429 D_real: 0.029 D_fake: 0.581 +(epoch: 99, iters: 22732, time: 0.308, data: 0.020) G_GAN: 1.658 G_L1: 4.801 D_real: 0.005 D_fake: 0.349 +(epoch: 99, iters: 22832, time: 0.424, data: 0.021) G_GAN: 1.693 G_L1: 5.194 D_real: 0.000 D_fake: 0.406 +(epoch: 99, iters: 22932, time: 0.306, data: 0.018) G_GAN: 1.472 G_L1: 3.732 D_real: 0.000 D_fake: 0.762 +(epoch: 99, iters: 23032, time: 0.297, data: 0.020) G_GAN: 1.373 G_L1: 4.450 D_real: 0.000 D_fake: 0.735 +(epoch: 99, iters: 23132, time: 0.288, data: 0.019) G_GAN: 1.228 G_L1: 5.442 D_real: 0.000 D_fake: 0.522 +(epoch: 99, iters: 23232, time: 0.417, data: 0.018) G_GAN: 3.599 G_L1: 5.506 D_real: 0.025 D_fake: 0.300 +(epoch: 99, iters: 23332, time: 0.303, data: 0.020) G_GAN: 1.316 G_L1: 5.401 D_real: 0.000 D_fake: 0.496 +(epoch: 99, iters: 23432, time: 0.306, data: 0.019) G_GAN: 1.820 G_L1: 6.646 D_real: 0.006 D_fake: 0.844 +(epoch: 99, iters: 23532, time: 0.280, data: 0.020) G_GAN: 1.495 G_L1: 4.101 D_real: 0.001 D_fake: 0.451 +(epoch: 99, iters: 23632, time: 0.366, data: 0.017) G_GAN: 2.244 G_L1: 3.509 D_real: 0.000 D_fake: 0.180 +(epoch: 99, iters: 23732, time: 0.286, data: 0.015) G_GAN: 1.678 G_L1: 4.302 D_real: 0.000 D_fake: 0.333 +(epoch: 99, iters: 23832, time: 0.289, data: 0.017) G_GAN: 1.149 G_L1: 4.301 D_real: 0.000 D_fake: 0.707 +(epoch: 99, iters: 23932, time: 0.302, data: 0.017) G_GAN: 1.774 G_L1: 4.511 D_real: 0.000 D_fake: 0.311 +(epoch: 99, iters: 24032, time: 0.402, data: 0.018) G_GAN: 1.946 G_L1: 6.324 D_real: 0.015 D_fake: 0.320 +(epoch: 99, iters: 24132, time: 0.296, data: 0.018) G_GAN: 1.453 G_L1: 3.872 D_real: 0.001 D_fake: 0.579 +(epoch: 99, iters: 24232, time: 0.293, data: 0.018) G_GAN: 1.946 G_L1: 4.918 D_real: 0.018 D_fake: 0.311 +(epoch: 99, iters: 24332, time: 0.301, data: 0.019) G_GAN: 1.421 G_L1: 3.961 D_real: 0.002 D_fake: 0.621 +(epoch: 99, iters: 24432, time: 0.594, data: 0.020) G_GAN: 1.807 G_L1: 8.801 D_real: 0.000 D_fake: 0.965 +(epoch: 99, iters: 24532, time: 0.300, data: 0.017) G_GAN: 1.862 G_L1: 4.235 D_real: 0.000 D_fake: 0.268 +(epoch: 99, iters: 24632, time: 0.276, data: 0.019) G_GAN: 3.143 G_L1: 6.210 D_real: 0.000 D_fake: 0.302 +(epoch: 99, iters: 24732, time: 0.290, data: 0.015) G_GAN: 1.779 G_L1: 5.412 D_real: 0.058 D_fake: 0.338 +(epoch: 99, iters: 24832, time: 0.394, data: 0.017) G_GAN: 1.700 G_L1: 5.923 D_real: 0.001 D_fake: 0.575 +(epoch: 99, iters: 24932, time: 0.278, data: 0.015) G_GAN: 1.325 G_L1: 4.329 D_real: 0.083 D_fake: 0.631 +(epoch: 99, iters: 25032, time: 0.287, data: 0.016) G_GAN: 0.989 G_L1: 4.829 D_real: 0.001 D_fake: 0.769 +(epoch: 99, iters: 25132, time: 0.294, data: 0.018) G_GAN: 1.677 G_L1: 4.155 D_real: 0.004 D_fake: 0.374 +(epoch: 99, iters: 25232, time: 0.383, data: 0.018) G_GAN: 1.155 G_L1: 5.158 D_real: 0.001 D_fake: 0.835 +(epoch: 99, iters: 25332, time: 0.284, data: 0.017) G_GAN: 2.344 G_L1: 10.576 D_real: 0.002 D_fake: 0.321 +(epoch: 99, iters: 25432, time: 0.288, data: 0.017) G_GAN: 1.252 G_L1: 4.166 D_real: 0.000 D_fake: 0.556 +(epoch: 99, iters: 25532, time: 0.283, data: 0.017) G_GAN: 0.853 G_L1: 4.716 D_real: 0.000 D_fake: 0.788 +(epoch: 99, iters: 25632, time: 0.385, data: 0.020) G_GAN: 1.117 G_L1: 4.225 D_real: 0.008 D_fake: 1.019 +(epoch: 99, iters: 25732, time: 0.288, data: 0.016) G_GAN: 1.881 G_L1: 4.162 D_real: 0.003 D_fake: 0.347 +(epoch: 99, iters: 25832, time: 0.288, data: 0.017) G_GAN: 1.409 G_L1: 5.160 D_real: 0.000 D_fake: 0.565 +(epoch: 99, iters: 25932, time: 0.256, data: 0.017) G_GAN: 1.246 G_L1: 5.129 D_real: 0.000 D_fake: 0.818 +(epoch: 99, iters: 26032, time: 0.400, data: 0.015) G_GAN: 1.586 G_L1: 3.853 D_real: 0.000 D_fake: 0.330 +(epoch: 99, iters: 26132, time: 0.291, data: 0.017) G_GAN: 1.354 G_L1: 3.991 D_real: 0.005 D_fake: 0.584 +(epoch: 99, iters: 26232, time: 0.277, data: 0.017) G_GAN: 1.544 G_L1: 6.283 D_real: 0.002 D_fake: 0.916 +(epoch: 99, iters: 26332, time: 0.276, data: 0.016) G_GAN: 1.533 G_L1: 5.812 D_real: 0.000 D_fake: 0.411 +(epoch: 99, iters: 26432, time: 0.637, data: 0.014) G_GAN: 0.977 G_L1: 4.639 D_real: 0.000 D_fake: 0.807 +(epoch: 99, iters: 26532, time: 0.267, data: 0.016) G_GAN: 1.536 G_L1: 3.783 D_real: 0.001 D_fake: 0.355 +(epoch: 99, iters: 26632, time: 0.274, data: 0.015) G_GAN: 1.704 G_L1: 5.733 D_real: 0.000 D_fake: 0.346 +(epoch: 99, iters: 26732, time: 0.264, data: 0.017) G_GAN: 0.794 G_L1: 4.078 D_real: 0.004 D_fake: 0.907 +(epoch: 99, iters: 26832, time: 0.393, data: 0.017) G_GAN: 2.301 G_L1: 7.566 D_real: 0.010 D_fake: 0.454 +(epoch: 99, iters: 26932, time: 0.292, data: 0.016) G_GAN: 1.752 G_L1: 4.272 D_real: 0.000 D_fake: 0.372 +(epoch: 99, iters: 27032, time: 0.269, data: 0.017) G_GAN: 0.746 G_L1: 4.237 D_real: 0.004 D_fake: 1.086 +(epoch: 99, iters: 27132, time: 0.294, data: 0.016) G_GAN: 1.169 G_L1: 3.895 D_real: 0.034 D_fake: 0.711 +(epoch: 99, iters: 27232, time: 0.411, data: 0.017) G_GAN: 1.674 G_L1: 4.637 D_real: 0.007 D_fake: 0.595 +(epoch: 99, iters: 27332, time: 0.285, data: 0.017) G_GAN: 1.600 G_L1: 4.153 D_real: 0.000 D_fake: 0.507 +(epoch: 99, iters: 27432, time: 0.287, data: 0.016) G_GAN: 1.350 G_L1: 5.347 D_real: 0.002 D_fake: 0.712 +(epoch: 99, iters: 27532, time: 0.281, data: 0.017) G_GAN: 1.657 G_L1: 5.926 D_real: 0.000 D_fake: 1.701 +(epoch: 99, iters: 27632, time: 0.408, data: 0.017) G_GAN: 1.274 G_L1: 4.021 D_real: 0.009 D_fake: 0.537 +(epoch: 99, iters: 27732, time: 0.267, data: 0.016) G_GAN: 1.482 G_L1: 5.123 D_real: 0.002 D_fake: 0.370 +(epoch: 99, iters: 27832, time: 0.288, data: 0.016) G_GAN: 1.793 G_L1: 5.578 D_real: 0.000 D_fake: 0.321 +(epoch: 99, iters: 27932, time: 0.282, data: 0.017) G_GAN: 1.258 G_L1: 4.261 D_real: 0.000 D_fake: 0.448 +(epoch: 99, iters: 28032, time: 0.377, data: 0.017) G_GAN: 1.179 G_L1: 4.842 D_real: 0.000 D_fake: 0.557 +(epoch: 99, iters: 28132, time: 0.283, data: 0.013) G_GAN: 1.358 G_L1: 5.156 D_real: 0.000 D_fake: 0.554 +(epoch: 99, iters: 28232, time: 0.277, data: 0.015) G_GAN: 1.515 G_L1: 4.784 D_real: 0.000 D_fake: 0.460 +(epoch: 99, iters: 28332, time: 0.297, data: 0.019) G_GAN: 1.147 G_L1: 4.290 D_real: 0.001 D_fake: 0.648 +(epoch: 99, iters: 28432, time: 0.623, data: 0.018) G_GAN: 0.870 G_L1: 3.934 D_real: 0.001 D_fake: 0.910 +(epoch: 99, iters: 28532, time: 0.295, data: 0.018) G_GAN: 2.670 G_L1: 5.589 D_real: 0.000 D_fake: 0.422 +(epoch: 99, iters: 28632, time: 0.289, data: 0.020) G_GAN: 1.425 G_L1: 3.943 D_real: 0.004 D_fake: 0.486 +(epoch: 99, iters: 28732, time: 0.297, data: 0.018) G_GAN: 0.945 G_L1: 5.460 D_real: 0.000 D_fake: 1.022 +(epoch: 99, iters: 28832, time: 0.423, data: 0.019) G_GAN: 2.798 G_L1: 4.090 D_real: 0.055 D_fake: 0.222 +(epoch: 99, iters: 28932, time: 0.291, data: 0.019) G_GAN: 1.007 G_L1: 7.566 D_real: 0.001 D_fake: 1.235 +(epoch: 99, iters: 29032, time: 0.290, data: 0.019) G_GAN: 1.838 G_L1: 3.801 D_real: 0.001 D_fake: 0.310 +(epoch: 99, iters: 29132, time: 0.299, data: 0.017) G_GAN: 1.487 G_L1: 4.875 D_real: 0.003 D_fake: 0.439 +(epoch: 99, iters: 29232, time: 0.411, data: 0.020) G_GAN: 2.081 G_L1: 4.946 D_real: 0.014 D_fake: 0.273 +(epoch: 99, iters: 29332, time: 0.287, data: 0.018) G_GAN: 1.950 G_L1: 4.726 D_real: 0.001 D_fake: 0.350 +(epoch: 99, iters: 29432, time: 0.290, data: 0.018) G_GAN: 1.897 G_L1: 4.428 D_real: 0.002 D_fake: 0.334 +(epoch: 99, iters: 29532, time: 0.295, data: 0.017) G_GAN: 2.452 G_L1: 5.966 D_real: 0.037 D_fake: 0.322 +(epoch: 99, iters: 29632, time: 0.418, data: 0.019) G_GAN: 1.111 G_L1: 4.666 D_real: 0.001 D_fake: 0.646 +(epoch: 99, iters: 29732, time: 0.288, data: 0.018) G_GAN: 1.220 G_L1: 4.607 D_real: 0.000 D_fake: 0.586 +(epoch: 99, iters: 29832, time: 0.300, data: 0.019) G_GAN: 1.337 G_L1: 4.053 D_real: 0.002 D_fake: 0.536 +(epoch: 99, iters: 29932, time: 0.292, data: 0.019) G_GAN: 1.072 G_L1: 4.754 D_real: 0.186 D_fake: 1.134 +(epoch: 99, iters: 30032, time: 0.419, data: 0.019) G_GAN: 1.657 G_L1: 4.316 D_real: 0.001 D_fake: 0.607 +(epoch: 99, iters: 30132, time: 0.297, data: 0.019) G_GAN: 4.194 G_L1: 5.460 D_real: 0.012 D_fake: 0.328 +(epoch: 99, iters: 30232, time: 0.291, data: 0.020) G_GAN: 2.840 G_L1: 6.016 D_real: 0.006 D_fake: 0.281 +(epoch: 99, iters: 30332, time: 0.297, data: 0.018) G_GAN: 1.613 G_L1: 4.743 D_real: 0.063 D_fake: 0.400 +(epoch: 99, iters: 30432, time: 0.615, data: 0.018) G_GAN: 1.709 G_L1: 5.017 D_real: 0.003 D_fake: 0.322 +(epoch: 99, iters: 30532, time: 0.296, data: 0.017) G_GAN: 1.580 G_L1: 3.413 D_real: 0.000 D_fake: 0.338 +(epoch: 99, iters: 30632, time: 0.290, data: 0.019) G_GAN: 1.606 G_L1: 3.912 D_real: 0.005 D_fake: 0.338 +(epoch: 99, iters: 30732, time: 0.297, data: 0.018) G_GAN: 2.052 G_L1: 3.810 D_real: 0.002 D_fake: 0.241 +(epoch: 99, iters: 30832, time: 0.394, data: 0.019) G_GAN: 1.191 G_L1: 4.446 D_real: 0.453 D_fake: 0.660 +(epoch: 99, iters: 30932, time: 0.285, data: 0.018) G_GAN: 2.087 G_L1: 5.784 D_real: 0.008 D_fake: 0.550 +(epoch: 99, iters: 31032, time: 0.282, data: 0.018) G_GAN: 1.872 G_L1: 4.963 D_real: 0.268 D_fake: 0.445 +(epoch: 99, iters: 31132, time: 0.297, data: 0.018) G_GAN: 2.054 G_L1: 6.045 D_real: 0.030 D_fake: 0.301 +(epoch: 99, iters: 31232, time: 0.417, data: 0.019) G_GAN: 1.412 G_L1: 4.925 D_real: 0.033 D_fake: 0.650 +(epoch: 99, iters: 31332, time: 0.292, data: 0.019) G_GAN: 2.032 G_L1: 5.246 D_real: 0.000 D_fake: 0.238 +(epoch: 99, iters: 31432, time: 0.294, data: 0.018) G_GAN: 2.180 G_L1: 3.591 D_real: 0.040 D_fake: 0.277 +(epoch: 99, iters: 31532, time: 0.296, data: 0.022) G_GAN: 3.212 G_L1: 4.837 D_real: 0.003 D_fake: 0.142 +(epoch: 99, iters: 31632, time: 0.418, data: 0.020) G_GAN: 2.138 G_L1: 3.015 D_real: 0.067 D_fake: 0.193 +(epoch: 99, iters: 31732, time: 0.291, data: 0.019) G_GAN: 2.355 G_L1: 3.228 D_real: 0.086 D_fake: 0.376 +(epoch: 99, iters: 31832, time: 0.295, data: 0.018) G_GAN: 2.261 G_L1: 3.796 D_real: 0.112 D_fake: 0.188 +(epoch: 99, iters: 31932, time: 0.280, data: 0.018) G_GAN: 2.390 G_L1: 4.241 D_real: 0.091 D_fake: 0.204 +(epoch: 99, iters: 32032, time: 0.400, data: 0.019) G_GAN: 2.775 G_L1: 4.660 D_real: 0.018 D_fake: 0.113 +(epoch: 99, iters: 32132, time: 0.279, data: 0.018) G_GAN: 6.550 G_L1: 6.322 D_real: 0.007 D_fake: 0.162 +(epoch: 99, iters: 32232, time: 0.294, data: 0.018) G_GAN: 2.146 G_L1: 3.886 D_real: 0.012 D_fake: 0.251 +(epoch: 99, iters: 32332, time: 0.290, data: 0.018) G_GAN: 2.369 G_L1: 4.804 D_real: 0.003 D_fake: 0.150 +(epoch: 99, iters: 32432, time: 0.622, data: 0.019) G_GAN: 1.539 G_L1: 4.977 D_real: 0.001 D_fake: 0.471 +(epoch: 99, iters: 32532, time: 0.300, data: 0.026) G_GAN: 1.651 G_L1: 4.679 D_real: 0.001 D_fake: 0.428 +(epoch: 99, iters: 32632, time: 0.288, data: 0.019) G_GAN: 1.937 G_L1: 4.434 D_real: 0.005 D_fake: 0.269 +(epoch: 99, iters: 32732, time: 0.295, data: 0.018) G_GAN: 1.915 G_L1: 6.255 D_real: 0.002 D_fake: 0.315 +(epoch: 99, iters: 32832, time: 0.416, data: 0.021) G_GAN: 1.390 G_L1: 5.255 D_real: 0.000 D_fake: 0.703 +(epoch: 99, iters: 32932, time: 0.288, data: 0.021) G_GAN: 1.951 G_L1: 3.834 D_real: 0.001 D_fake: 0.311 +(epoch: 99, iters: 33032, time: 0.303, data: 0.018) G_GAN: 2.161 G_L1: 4.925 D_real: 0.012 D_fake: 0.236 +(epoch: 99, iters: 33132, time: 0.296, data: 0.019) G_GAN: 2.125 G_L1: 5.732 D_real: 0.019 D_fake: 0.465 +(epoch: 99, iters: 33232, time: 0.413, data: 0.019) G_GAN: 2.585 G_L1: 6.254 D_real: 0.052 D_fake: 0.255 +(epoch: 99, iters: 33332, time: 0.294, data: 0.019) G_GAN: 2.407 G_L1: 4.796 D_real: 0.227 D_fake: 0.264 +(epoch: 99, iters: 33432, time: 0.297, data: 0.019) G_GAN: 3.281 G_L1: 3.564 D_real: 0.299 D_fake: 0.186 +(epoch: 99, iters: 33532, time: 0.302, data: 0.019) G_GAN: 3.417 G_L1: 4.212 D_real: 0.068 D_fake: 0.219 +(epoch: 99, iters: 33632, time: 0.410, data: 0.019) G_GAN: 2.492 G_L1: 3.844 D_real: 0.046 D_fake: 0.235 +(epoch: 99, iters: 33732, time: 0.295, data: 0.021) G_GAN: 3.226 G_L1: 6.200 D_real: 0.294 D_fake: 0.112 +(epoch: 99, iters: 33832, time: 0.301, data: 0.021) G_GAN: 1.875 G_L1: 6.087 D_real: 0.005 D_fake: 0.409 +(epoch: 99, iters: 33932, time: 0.300, data: 0.020) G_GAN: 2.899 G_L1: 3.423 D_real: 0.080 D_fake: 0.154 +(epoch: 99, iters: 34032, time: 0.397, data: 0.020) G_GAN: 2.583 G_L1: 4.627 D_real: 0.175 D_fake: 0.542 +(epoch: 99, iters: 34132, time: 0.305, data: 0.019) G_GAN: 3.663 G_L1: 3.851 D_real: 0.029 D_fake: 0.082 +(epoch: 99, iters: 34232, time: 0.297, data: 0.020) G_GAN: 1.739 G_L1: 3.608 D_real: 0.509 D_fake: 0.248 +(epoch: 99, iters: 34332, time: 0.299, data: 0.019) G_GAN: 3.737 G_L1: 4.942 D_real: 0.000 D_fake: 0.359 +(epoch: 99, iters: 34432, time: 0.623, data: 0.019) G_GAN: 2.470 G_L1: 4.443 D_real: 0.027 D_fake: 0.277 +(epoch: 99, iters: 34532, time: 0.298, data: 0.020) G_GAN: 1.967 G_L1: 4.732 D_real: 0.000 D_fake: 0.348 +(epoch: 99, iters: 34632, time: 0.295, data: 0.020) G_GAN: 2.036 G_L1: 5.007 D_real: 0.003 D_fake: 0.467 +(epoch: 99, iters: 34732, time: 0.302, data: 0.018) G_GAN: 2.035 G_L1: 4.106 D_real: 0.005 D_fake: 0.360 +(epoch: 99, iters: 34832, time: 0.415, data: 0.021) G_GAN: 4.529 G_L1: 4.645 D_real: 0.139 D_fake: 0.037 +(epoch: 99, iters: 34932, time: 0.296, data: 0.018) G_GAN: 2.463 G_L1: 4.785 D_real: 0.147 D_fake: 0.517 +(epoch: 99, iters: 35032, time: 0.302, data: 0.019) G_GAN: 2.990 G_L1: 3.982 D_real: 0.050 D_fake: 0.622 +(epoch: 99, iters: 35132, time: 0.306, data: 0.020) G_GAN: 3.230 G_L1: 4.436 D_real: 0.023 D_fake: 0.235 +(epoch: 99, iters: 35232, time: 0.416, data: 0.020) G_GAN: 3.381 G_L1: 4.262 D_real: 0.028 D_fake: 0.287 +(epoch: 99, iters: 35332, time: 0.296, data: 0.023) G_GAN: 2.388 G_L1: 3.951 D_real: 0.029 D_fake: 0.521 +(epoch: 99, iters: 35432, time: 0.300, data: 0.019) G_GAN: 2.687 G_L1: 3.639 D_real: 0.197 D_fake: 0.173 +(epoch: 99, iters: 35532, time: 0.302, data: 0.020) G_GAN: 2.110 G_L1: 4.163 D_real: 0.125 D_fake: 0.480 +(epoch: 99, iters: 35632, time: 0.419, data: 0.020) G_GAN: 4.145 G_L1: 5.697 D_real: 0.203 D_fake: 0.074 +(epoch: 99, iters: 35732, time: 0.304, data: 0.019) G_GAN: 4.779 G_L1: 3.278 D_real: 0.071 D_fake: 0.326 +(epoch: 99, iters: 35832, time: 0.291, data: 0.019) G_GAN: 2.758 G_L1: 4.136 D_real: 0.227 D_fake: 0.203 +(epoch: 99, iters: 35932, time: 0.303, data: 0.018) G_GAN: 2.858 G_L1: 3.749 D_real: 0.001 D_fake: 0.167 +(epoch: 99, iters: 36032, time: 0.404, data: 0.020) G_GAN: 2.041 G_L1: 3.396 D_real: 0.514 D_fake: 0.237 +(epoch: 99, iters: 36132, time: 0.296, data: 0.018) G_GAN: 3.153 G_L1: 4.586 D_real: 0.000 D_fake: 0.144 +(epoch: 99, iters: 36232, time: 0.292, data: 0.019) G_GAN: 2.628 G_L1: 3.272 D_real: 0.196 D_fake: 0.217 +(epoch: 99, iters: 36332, time: 0.301, data: 0.019) G_GAN: 3.101 G_L1: 4.084 D_real: 0.019 D_fake: 0.192 +(epoch: 99, iters: 36432, time: 0.633, data: 0.021) G_GAN: 2.843 G_L1: 3.887 D_real: 1.234 D_fake: 0.063 +(epoch: 99, iters: 36532, time: 0.304, data: 0.022) G_GAN: 2.659 G_L1: 4.732 D_real: 0.017 D_fake: 0.932 +(epoch: 99, iters: 36632, time: 0.295, data: 0.020) G_GAN: 2.705 G_L1: 4.854 D_real: 0.000 D_fake: 0.707 +(epoch: 99, iters: 36732, time: 0.298, data: 0.019) G_GAN: 2.493 G_L1: 3.837 D_real: 0.024 D_fake: 0.290 +(epoch: 99, iters: 36832, time: 0.424, data: 0.022) G_GAN: 1.805 G_L1: 4.138 D_real: 0.316 D_fake: 0.278 +(epoch: 99, iters: 36932, time: 0.298, data: 0.019) G_GAN: 1.940 G_L1: 3.243 D_real: 0.001 D_fake: 0.269 +(epoch: 99, iters: 37032, time: 0.297, data: 0.018) G_GAN: 2.940 G_L1: 4.192 D_real: 0.238 D_fake: 0.147 +(epoch: 99, iters: 37132, time: 0.297, data: 0.019) G_GAN: 4.463 G_L1: 5.503 D_real: 0.033 D_fake: 0.164 +(epoch: 99, iters: 37232, time: 0.415, data: 0.020) G_GAN: 2.876 G_L1: 4.079 D_real: 0.030 D_fake: 0.272 +(epoch: 99, iters: 37332, time: 0.298, data: 0.018) G_GAN: 3.112 G_L1: 4.481 D_real: 0.079 D_fake: 0.154 +(epoch: 99, iters: 37432, time: 0.298, data: 0.019) G_GAN: 3.762 G_L1: 3.809 D_real: 0.023 D_fake: 0.365 +(epoch: 99, iters: 37532, time: 0.305, data: 0.018) G_GAN: 2.925 G_L1: 3.394 D_real: 0.006 D_fake: 0.193 +(epoch: 99, iters: 37632, time: 0.407, data: 0.019) G_GAN: 4.530 G_L1: 6.723 D_real: 0.095 D_fake: 0.035 +(epoch: 99, iters: 37732, time: 0.298, data: 0.020) G_GAN: 2.402 G_L1: 4.200 D_real: 0.003 D_fake: 0.235 +(epoch: 99, iters: 37832, time: 0.301, data: 0.020) G_GAN: 2.687 G_L1: 3.514 D_real: 0.132 D_fake: 0.292 +(epoch: 99, iters: 37932, time: 0.297, data: 0.019) G_GAN: 3.064 G_L1: 5.330 D_real: 0.042 D_fake: 0.828 +(epoch: 99, iters: 38032, time: 0.417, data: 0.019) G_GAN: 1.963 G_L1: 4.221 D_real: 0.309 D_fake: 0.269 +(epoch: 99, iters: 38132, time: 0.295, data: 0.017) G_GAN: 2.709 G_L1: 4.654 D_real: 0.003 D_fake: 0.247 +(epoch: 99, iters: 38232, time: 0.306, data: 0.018) G_GAN: 2.944 G_L1: 3.354 D_real: 0.088 D_fake: 0.247 +(epoch: 99, iters: 38332, time: 0.303, data: 0.020) G_GAN: 2.592 G_L1: 5.730 D_real: 0.201 D_fake: 0.177 +(epoch: 99, iters: 38432, time: 0.608, data: 0.020) G_GAN: 2.949 G_L1: 3.458 D_real: 0.097 D_fake: 0.262 +(epoch: 99, iters: 38532, time: 0.292, data: 0.021) G_GAN: 2.947 G_L1: 3.943 D_real: 0.345 D_fake: 0.084 +(epoch: 99, iters: 38632, time: 0.303, data: 0.019) G_GAN: 2.653 G_L1: 4.504 D_real: 0.016 D_fake: 0.127 +(epoch: 99, iters: 38732, time: 0.296, data: 0.020) G_GAN: 2.701 G_L1: 5.915 D_real: 0.021 D_fake: 0.263 +(epoch: 99, iters: 38832, time: 0.423, data: 0.019) G_GAN: 2.497 G_L1: 3.606 D_real: 0.002 D_fake: 0.170 +(epoch: 99, iters: 38932, time: 0.299, data: 0.019) G_GAN: 2.818 G_L1: 3.992 D_real: 0.000 D_fake: 0.155 +(epoch: 99, iters: 39032, time: 0.293, data: 0.020) G_GAN: 2.329 G_L1: 5.006 D_real: 0.000 D_fake: 0.238 +(epoch: 99, iters: 39132, time: 0.292, data: 0.019) G_GAN: 3.066 G_L1: 4.037 D_real: 0.004 D_fake: 0.103 +(epoch: 99, iters: 39232, time: 0.415, data: 0.018) G_GAN: 3.332 G_L1: 3.800 D_real: 0.001 D_fake: 0.237 +(epoch: 99, iters: 39332, time: 0.296, data: 0.019) G_GAN: 3.273 G_L1: 4.682 D_real: 0.061 D_fake: 0.191 +(epoch: 99, iters: 39432, time: 0.291, data: 0.019) G_GAN: 2.382 G_L1: 5.079 D_real: 0.243 D_fake: 0.362 +(epoch: 99, iters: 39532, time: 0.301, data: 0.019) G_GAN: 2.679 G_L1: 4.654 D_real: 0.006 D_fake: 0.407 +(epoch: 99, iters: 39632, time: 0.426, data: 0.019) G_GAN: 3.017 G_L1: 5.990 D_real: 0.008 D_fake: 0.196 +(epoch: 99, iters: 39732, time: 0.301, data: 0.019) G_GAN: 2.519 G_L1: 5.346 D_real: 0.014 D_fake: 0.278 +(epoch: 99, iters: 39832, time: 0.284, data: 0.019) G_GAN: 2.409 G_L1: 4.800 D_real: 0.000 D_fake: 0.219 +(epoch: 99, iters: 39932, time: 0.300, data: 0.016) G_GAN: 2.283 G_L1: 3.848 D_real: 0.003 D_fake: 0.235 +(epoch: 99, iters: 40032, time: 0.410, data: 0.019) G_GAN: 3.420 G_L1: 5.202 D_real: 0.000 D_fake: 0.127 +(epoch: 99, iters: 40132, time: 0.302, data: 0.018) G_GAN: 1.853 G_L1: 3.884 D_real: 0.000 D_fake: 0.470 +(epoch: 99, iters: 40232, time: 0.299, data: 0.019) G_GAN: 2.303 G_L1: 4.458 D_real: 0.003 D_fake: 0.224 +(epoch: 99, iters: 40332, time: 0.303, data: 0.021) G_GAN: 2.519 G_L1: 4.272 D_real: 0.081 D_fake: 0.233 +(epoch: 99, iters: 40432, time: 0.617, data: 0.020) G_GAN: 3.066 G_L1: 3.975 D_real: 0.091 D_fake: 0.153 +(epoch: 99, iters: 40532, time: 0.299, data: 0.019) G_GAN: 3.986 G_L1: 4.489 D_real: 0.482 D_fake: 0.091 +(epoch: 99, iters: 40632, time: 0.296, data: 0.019) G_GAN: 4.515 G_L1: 4.648 D_real: 0.007 D_fake: 0.045 +(epoch: 99, iters: 40732, time: 0.300, data: 0.018) G_GAN: 4.161 G_L1: 4.487 D_real: 0.006 D_fake: 0.222 +(epoch: 99, iters: 40832, time: 0.399, data: 0.022) G_GAN: 3.702 G_L1: 3.963 D_real: 0.067 D_fake: 0.119 +(epoch: 99, iters: 40932, time: 0.298, data: 0.017) G_GAN: 2.816 G_L1: 4.148 D_real: 0.505 D_fake: 0.080 +(epoch: 99, iters: 41032, time: 0.283, data: 0.018) G_GAN: 2.723 G_L1: 3.221 D_real: 0.036 D_fake: 0.178 +(epoch: 99, iters: 41132, time: 0.302, data: 0.017) G_GAN: 3.391 G_L1: 3.284 D_real: 0.018 D_fake: 0.125 +(epoch: 99, iters: 41232, time: 0.397, data: 0.020) G_GAN: 2.580 G_L1: 2.962 D_real: 0.432 D_fake: 0.158 +(epoch: 99, iters: 41332, time: 0.279, data: 0.016) G_GAN: 4.236 G_L1: 3.119 D_real: 0.007 D_fake: 0.203 +(epoch: 99, iters: 41432, time: 0.300, data: 0.017) G_GAN: 5.051 G_L1: 6.166 D_real: 0.000 D_fake: 0.269 +(epoch: 99, iters: 41532, time: 0.307, data: 0.019) G_GAN: 3.404 G_L1: 4.301 D_real: 0.156 D_fake: 0.085 +(epoch: 99, iters: 41632, time: 0.406, data: 0.019) G_GAN: 3.190 G_L1: 4.308 D_real: 0.013 D_fake: 0.135 +(epoch: 99, iters: 41732, time: 0.273, data: 0.018) G_GAN: 3.358 G_L1: 3.204 D_real: 0.017 D_fake: 0.496 +(epoch: 99, iters: 41832, time: 0.299, data: 0.017) G_GAN: 4.376 G_L1: 3.346 D_real: 0.115 D_fake: 0.047 +(epoch: 99, iters: 41932, time: 0.287, data: 0.020) G_GAN: 3.710 G_L1: 3.921 D_real: 0.253 D_fake: 0.200 +(epoch: 99, iters: 42032, time: 0.420, data: 0.019) G_GAN: 4.075 G_L1: 5.306 D_real: 0.024 D_fake: 0.059 +(epoch: 99, iters: 42132, time: 0.283, data: 0.019) G_GAN: 3.407 G_L1: 4.386 D_real: 0.143 D_fake: 0.095 +(epoch: 99, iters: 42232, time: 0.302, data: 0.019) G_GAN: 3.749 G_L1: 4.749 D_real: 0.000 D_fake: 0.577 +(epoch: 99, iters: 42332, time: 0.300, data: 0.019) G_GAN: 4.656 G_L1: 3.938 D_real: 0.002 D_fake: 0.029 +(epoch: 99, iters: 42432, time: 0.571, data: 0.020) G_GAN: 3.627 G_L1: 3.168 D_real: 0.029 D_fake: 0.076 +(epoch: 99, iters: 42532, time: 0.298, data: 0.018) G_GAN: 4.793 G_L1: 4.233 D_real: 0.085 D_fake: 0.058 +(epoch: 99, iters: 42632, time: 0.299, data: 0.022) G_GAN: 3.728 G_L1: 5.144 D_real: 0.224 D_fake: 0.086 +(epoch: 99, iters: 42732, time: 0.289, data: 0.019) G_GAN: 5.230 G_L1: 5.061 D_real: 0.000 D_fake: 0.021 +(epoch: 99, iters: 42832, time: 0.405, data: 0.022) G_GAN: 3.651 G_L1: 5.201 D_real: 0.172 D_fake: 0.133 +(epoch: 99, iters: 42932, time: 0.303, data: 0.020) G_GAN: 2.216 G_L1: 4.194 D_real: 0.527 D_fake: 0.219 +(epoch: 99, iters: 43032, time: 0.283, data: 0.019) G_GAN: 3.678 G_L1: 4.122 D_real: 0.099 D_fake: 0.161 +(epoch: 99, iters: 43132, time: 0.305, data: 0.017) G_GAN: 3.337 G_L1: 3.745 D_real: 0.010 D_fake: 0.466 +(epoch: 99, iters: 43232, time: 0.402, data: 0.019) G_GAN: 2.303 G_L1: 7.409 D_real: 0.090 D_fake: 0.238 +(epoch: 99, iters: 43332, time: 0.297, data: 0.018) G_GAN: 2.787 G_L1: 4.608 D_real: 0.005 D_fake: 0.363 +(epoch: 99, iters: 43432, time: 0.296, data: 0.020) G_GAN: 2.703 G_L1: 4.158 D_real: 0.281 D_fake: 0.130 +(epoch: 99, iters: 43532, time: 0.300, data: 0.019) G_GAN: 3.255 G_L1: 4.403 D_real: 0.000 D_fake: 0.155 +(epoch: 99, iters: 43632, time: 0.353, data: 0.022) G_GAN: 2.919 G_L1: 4.067 D_real: 0.020 D_fake: 0.143 +(epoch: 99, iters: 43732, time: 0.294, data: 0.016) G_GAN: 2.497 G_L1: 4.455 D_real: 0.008 D_fake: 0.226 +(epoch: 99, iters: 43832, time: 0.303, data: 0.018) G_GAN: 3.554 G_L1: 4.758 D_real: 0.001 D_fake: 0.128 +(epoch: 99, iters: 43932, time: 0.297, data: 0.019) G_GAN: 2.675 G_L1: 3.782 D_real: 0.039 D_fake: 0.114 +(epoch: 99, iters: 44032, time: 0.417, data: 0.019) G_GAN: 2.011 G_L1: 4.487 D_real: 0.074 D_fake: 0.300 +(epoch: 99, iters: 44132, time: 0.292, data: 0.018) G_GAN: 2.488 G_L1: 3.894 D_real: 0.009 D_fake: 0.134 +(epoch: 99, iters: 44232, time: 0.297, data: 0.019) G_GAN: 3.915 G_L1: 4.946 D_real: 0.002 D_fake: 0.082 +(epoch: 99, iters: 44332, time: 0.282, data: 0.020) G_GAN: 2.770 G_L1: 5.913 D_real: 0.009 D_fake: 0.164 +(epoch: 99, iters: 44432, time: 0.584, data: 0.019) G_GAN: 3.746 G_L1: 3.953 D_real: 0.001 D_fake: 0.145 +(epoch: 99, iters: 44532, time: 0.300, data: 0.020) G_GAN: 2.893 G_L1: 4.998 D_real: 0.028 D_fake: 0.173 +(epoch: 99, iters: 44632, time: 0.301, data: 0.019) G_GAN: 2.855 G_L1: 4.169 D_real: 0.011 D_fake: 0.136 +(epoch: 99, iters: 44732, time: 0.304, data: 0.018) G_GAN: 3.458 G_L1: 3.939 D_real: 0.690 D_fake: 0.106 +(epoch: 99, iters: 44832, time: 0.421, data: 0.019) G_GAN: 2.808 G_L1: 4.396 D_real: 0.124 D_fake: 0.185 +(epoch: 99, iters: 44932, time: 0.297, data: 0.019) G_GAN: 2.787 G_L1: 5.949 D_real: 0.024 D_fake: 0.457 +(epoch: 99, iters: 45032, time: 0.302, data: 0.017) G_GAN: 2.901 G_L1: 3.682 D_real: 0.208 D_fake: 0.139 +(epoch: 99, iters: 45132, time: 0.300, data: 0.019) G_GAN: 1.707 G_L1: 4.031 D_real: 0.000 D_fake: 0.278 +(epoch: 99, iters: 45232, time: 0.412, data: 0.020) G_GAN: 1.796 G_L1: 3.503 D_real: 0.005 D_fake: 0.458 +(epoch: 99, iters: 45332, time: 0.291, data: 0.019) G_GAN: 2.305 G_L1: 3.932 D_real: 0.009 D_fake: 0.211 +(epoch: 99, iters: 45432, time: 0.294, data: 0.017) G_GAN: 2.677 G_L1: 4.330 D_real: 0.001 D_fake: 0.151 +(epoch: 99, iters: 45532, time: 0.292, data: 0.018) G_GAN: 2.046 G_L1: 4.609 D_real: 0.000 D_fake: 0.258 +(epoch: 99, iters: 45632, time: 0.421, data: 0.020) G_GAN: 2.192 G_L1: 5.841 D_real: 0.000 D_fake: 0.259 +(epoch: 99, iters: 45732, time: 0.298, data: 0.020) G_GAN: 3.072 G_L1: 6.530 D_real: 0.117 D_fake: 0.147 +(epoch: 99, iters: 45832, time: 0.299, data: 0.018) G_GAN: 2.758 G_L1: 4.290 D_real: 0.176 D_fake: 0.180 +(epoch: 99, iters: 45932, time: 0.296, data: 0.019) G_GAN: 2.529 G_L1: 4.875 D_real: 0.003 D_fake: 0.260 +(epoch: 99, iters: 46032, time: 0.394, data: 0.019) G_GAN: 2.582 G_L1: 4.028 D_real: 0.004 D_fake: 0.213 +(epoch: 99, iters: 46132, time: 0.292, data: 0.018) G_GAN: 3.808 G_L1: 5.039 D_real: 0.014 D_fake: 0.151 +(epoch: 99, iters: 46232, time: 0.290, data: 0.020) G_GAN: 1.895 G_L1: 4.159 D_real: 0.188 D_fake: 0.320 +(epoch: 99, iters: 46332, time: 0.302, data: 0.018) G_GAN: 2.123 G_L1: 4.262 D_real: 0.086 D_fake: 0.316 +(epoch: 99, iters: 46432, time: 0.600, data: 0.020) G_GAN: 1.923 G_L1: 3.953 D_real: 0.569 D_fake: 0.236 +(epoch: 99, iters: 46532, time: 0.293, data: 0.017) G_GAN: 1.866 G_L1: 4.259 D_real: 0.042 D_fake: 0.527 +(epoch: 99, iters: 46632, time: 0.295, data: 0.019) G_GAN: 3.353 G_L1: 5.626 D_real: 0.006 D_fake: 0.112 +(epoch: 99, iters: 46732, time: 0.295, data: 0.019) G_GAN: 2.923 G_L1: 4.147 D_real: 0.054 D_fake: 0.175 +(epoch: 99, iters: 46832, time: 0.414, data: 0.019) G_GAN: 4.051 G_L1: 4.932 D_real: 0.010 D_fake: 0.122 +(epoch: 99, iters: 46932, time: 0.286, data: 0.018) G_GAN: 2.361 G_L1: 4.316 D_real: 0.000 D_fake: 0.184 +(epoch: 99, iters: 47032, time: 0.300, data: 0.017) G_GAN: 2.673 G_L1: 3.654 D_real: 0.004 D_fake: 0.232 +(epoch: 99, iters: 47132, time: 0.300, data: 0.018) G_GAN: 2.594 G_L1: 3.931 D_real: 0.005 D_fake: 0.153 +(epoch: 99, iters: 47232, time: 0.404, data: 0.020) G_GAN: 4.072 G_L1: 4.752 D_real: 0.059 D_fake: 0.040 +(epoch: 99, iters: 47332, time: 0.298, data: 0.017) G_GAN: 1.777 G_L1: 5.276 D_real: 0.000 D_fake: 0.255 +(epoch: 99, iters: 47432, time: 0.298, data: 0.020) G_GAN: 3.212 G_L1: 4.715 D_real: 0.001 D_fake: 0.148 +(epoch: 99, iters: 47532, time: 0.295, data: 0.020) G_GAN: 2.761 G_L1: 5.215 D_real: 0.001 D_fake: 0.127 +(epoch: 99, iters: 47632, time: 0.411, data: 0.018) G_GAN: 2.354 G_L1: 4.968 D_real: 0.000 D_fake: 0.264 +(epoch: 99, iters: 47732, time: 0.295, data: 0.022) G_GAN: 2.137 G_L1: 4.058 D_real: 0.000 D_fake: 0.176 +(epoch: 99, iters: 47832, time: 0.279, data: 0.019) G_GAN: 2.197 G_L1: 4.777 D_real: 0.078 D_fake: 0.431 +(epoch: 99, iters: 47932, time: 0.306, data: 0.016) G_GAN: 3.425 G_L1: 4.549 D_real: 0.001 D_fake: 0.082 +(epoch: 99, iters: 48032, time: 0.414, data: 0.022) G_GAN: 2.476 G_L1: 5.630 D_real: 0.022 D_fake: 0.212 +(epoch: 99, iters: 48132, time: 0.302, data: 0.018) G_GAN: 1.852 G_L1: 3.612 D_real: 0.000 D_fake: 0.245 +(epoch: 99, iters: 48232, time: 0.305, data: 0.019) G_GAN: 3.469 G_L1: 4.728 D_real: 0.562 D_fake: 0.223 +(epoch: 99, iters: 48332, time: 0.292, data: 0.020) G_GAN: 3.282 G_L1: 4.240 D_real: 0.000 D_fake: 0.080 +(epoch: 99, iters: 48432, time: 0.632, data: 0.018) G_GAN: 2.884 G_L1: 5.208 D_real: 0.075 D_fake: 0.147 +(epoch: 99, iters: 48532, time: 0.293, data: 0.020) G_GAN: 2.325 G_L1: 5.248 D_real: 0.063 D_fake: 0.358 +(epoch: 99, iters: 48632, time: 0.295, data: 0.018) G_GAN: 2.035 G_L1: 3.992 D_real: 0.017 D_fake: 0.402 +(epoch: 99, iters: 48732, time: 0.299, data: 0.018) G_GAN: 2.219 G_L1: 4.896 D_real: 0.003 D_fake: 0.212 +(epoch: 99, iters: 48832, time: 0.417, data: 0.018) G_GAN: 3.539 G_L1: 7.275 D_real: 0.008 D_fake: 0.078 +(epoch: 99, iters: 48932, time: 0.307, data: 0.019) G_GAN: 2.993 G_L1: 4.831 D_real: 0.002 D_fake: 0.162 +(epoch: 99, iters: 49032, time: 0.292, data: 0.018) G_GAN: 2.582 G_L1: 3.693 D_real: 0.000 D_fake: 0.167 +(epoch: 99, iters: 49132, time: 0.296, data: 0.025) G_GAN: 2.828 G_L1: 4.108 D_real: 0.001 D_fake: 0.161 +(epoch: 99, iters: 49232, time: 0.405, data: 0.019) G_GAN: 1.729 G_L1: 3.421 D_real: 0.000 D_fake: 0.305 +(epoch: 99, iters: 49332, time: 0.287, data: 0.018) G_GAN: 3.051 G_L1: 4.047 D_real: 0.000 D_fake: 0.213 +(epoch: 99, iters: 49432, time: 0.291, data: 0.018) G_GAN: 1.809 G_L1: 4.012 D_real: 0.000 D_fake: 0.325 +(epoch: 99, iters: 49532, time: 0.301, data: 0.017) G_GAN: 3.040 G_L1: 4.232 D_real: 0.113 D_fake: 0.132 +(epoch: 99, iters: 49632, time: 0.412, data: 0.019) G_GAN: 2.036 G_L1: 4.153 D_real: 0.017 D_fake: 0.393 +(epoch: 99, iters: 49732, time: 0.293, data: 0.019) G_GAN: 3.111 G_L1: 4.926 D_real: 0.003 D_fake: 0.458 +(epoch: 99, iters: 49832, time: 0.304, data: 0.018) G_GAN: 2.756 G_L1: 4.379 D_real: 0.000 D_fake: 0.132 +(epoch: 99, iters: 49932, time: 0.299, data: 0.021) G_GAN: 3.630 G_L1: 5.152 D_real: 0.009 D_fake: 0.166 +(epoch: 99, iters: 50032, time: 0.416, data: 0.018) G_GAN: 2.993 G_L1: 4.886 D_real: 0.009 D_fake: 0.263 +(epoch: 99, iters: 50132, time: 0.301, data: 0.019) G_GAN: 2.480 G_L1: 5.131 D_real: 0.011 D_fake: 0.321 +(epoch: 99, iters: 50232, time: 0.303, data: 0.019) G_GAN: 2.441 G_L1: 4.435 D_real: 0.246 D_fake: 0.192 +(epoch: 99, iters: 50332, time: 0.299, data: 0.020) G_GAN: 1.747 G_L1: 4.209 D_real: 0.000 D_fake: 0.366 +(epoch: 99, iters: 50432, time: 0.641, data: 0.030) G_GAN: 2.447 G_L1: 4.735 D_real: 0.001 D_fake: 0.218 +(epoch: 99, iters: 50532, time: 0.297, data: 0.018) G_GAN: 2.328 G_L1: 3.582 D_real: 0.000 D_fake: 0.174 +(epoch: 99, iters: 50632, time: 0.302, data: 0.018) G_GAN: 2.538 G_L1: 4.630 D_real: 0.001 D_fake: 0.185 +(epoch: 99, iters: 50732, time: 0.302, data: 0.020) G_GAN: 2.035 G_L1: 4.013 D_real: 0.000 D_fake: 0.436 +(epoch: 99, iters: 50832, time: 0.417, data: 0.018) G_GAN: 2.397 G_L1: 5.074 D_real: 0.032 D_fake: 0.180 +(epoch: 99, iters: 50932, time: 0.289, data: 0.019) G_GAN: 3.253 G_L1: 4.376 D_real: 0.001 D_fake: 0.108 +(epoch: 99, iters: 51032, time: 0.296, data: 0.018) G_GAN: 3.205 G_L1: 4.531 D_real: 0.048 D_fake: 0.140 +(epoch: 99, iters: 51132, time: 0.295, data: 0.017) G_GAN: 2.282 G_L1: 3.503 D_real: 0.021 D_fake: 0.412 +(epoch: 99, iters: 51232, time: 0.376, data: 0.018) G_GAN: 1.924 G_L1: 3.827 D_real: 0.000 D_fake: 0.187 +(epoch: 99, iters: 51332, time: 0.295, data: 0.017) G_GAN: 2.079 G_L1: 4.661 D_real: 0.000 D_fake: 0.244 +(epoch: 99, iters: 51432, time: 0.284, data: 0.018) G_GAN: 3.668 G_L1: 5.495 D_real: 0.097 D_fake: 0.179 +(epoch: 99, iters: 51532, time: 0.301, data: 0.019) G_GAN: 3.249 G_L1: 5.227 D_real: 0.339 D_fake: 0.144 +(epoch: 99, iters: 51632, time: 0.368, data: 0.020) G_GAN: 2.869 G_L1: 4.404 D_real: 0.000 D_fake: 0.211 +(epoch: 99, iters: 51732, time: 0.306, data: 0.023) G_GAN: 4.611 G_L1: 5.347 D_real: 0.051 D_fake: 0.044 +(epoch: 99, iters: 51832, time: 0.287, data: 0.020) G_GAN: 2.822 G_L1: 4.600 D_real: 0.027 D_fake: 0.262 +(epoch: 99, iters: 51932, time: 0.308, data: 0.019) G_GAN: 2.358 G_L1: 4.222 D_real: 0.001 D_fake: 0.220 +(epoch: 99, iters: 52032, time: 0.405, data: 0.019) G_GAN: 3.803 G_L1: 4.853 D_real: 0.001 D_fake: 0.117 +(epoch: 99, iters: 52132, time: 0.305, data: 0.020) G_GAN: 4.492 G_L1: 4.942 D_real: 0.064 D_fake: 0.055 +(epoch: 99, iters: 52232, time: 0.298, data: 0.019) G_GAN: 3.167 G_L1: 3.940 D_real: 0.061 D_fake: 0.228 +(epoch: 99, iters: 52332, time: 0.295, data: 0.019) G_GAN: 4.623 G_L1: 4.787 D_real: 0.001 D_fake: 0.058 +(epoch: 99, iters: 52432, time: 0.640, data: 0.017) G_GAN: 3.778 G_L1: 4.770 D_real: 0.000 D_fake: 0.194 +(epoch: 99, iters: 52532, time: 0.281, data: 0.018) G_GAN: 3.723 G_L1: 3.532 D_real: 0.001 D_fake: 0.164 +(epoch: 99, iters: 52632, time: 0.293, data: 0.018) G_GAN: 3.184 G_L1: 4.254 D_real: 0.004 D_fake: 0.142 +(epoch: 99, iters: 52732, time: 0.297, data: 0.019) G_GAN: 3.776 G_L1: 6.684 D_real: 0.001 D_fake: 0.099 +(epoch: 99, iters: 52832, time: 0.382, data: 0.020) G_GAN: 3.977 G_L1: 4.416 D_real: 0.055 D_fake: 0.057 +(epoch: 99, iters: 52932, time: 0.294, data: 0.018) G_GAN: 3.592 G_L1: 4.525 D_real: 0.002 D_fake: 0.112 +(epoch: 99, iters: 53032, time: 0.302, data: 0.019) G_GAN: 5.561 G_L1: 4.823 D_real: 0.324 D_fake: 0.023 +(epoch: 99, iters: 53132, time: 0.304, data: 0.019) G_GAN: 4.847 G_L1: 3.986 D_real: 0.000 D_fake: 0.045 +(epoch: 99, iters: 53232, time: 0.414, data: 0.018) G_GAN: 4.351 G_L1: 5.818 D_real: 0.001 D_fake: 0.067 +(epoch: 99, iters: 53332, time: 0.296, data: 0.019) G_GAN: 3.815 G_L1: 4.816 D_real: 0.083 D_fake: 0.057 +(epoch: 99, iters: 53432, time: 0.299, data: 0.020) G_GAN: 5.567 G_L1: 5.312 D_real: 0.003 D_fake: 0.292 +(epoch: 99, iters: 53532, time: 0.305, data: 0.021) G_GAN: 5.211 G_L1: 6.165 D_real: 0.001 D_fake: 0.113 +(epoch: 99, iters: 53632, time: 0.429, data: 0.020) G_GAN: 5.131 G_L1: 7.744 D_real: 0.003 D_fake: 0.091 +(epoch: 99, iters: 53732, time: 0.303, data: 0.018) G_GAN: 2.529 G_L1: 3.383 D_real: 0.508 D_fake: 0.146 +(epoch: 99, iters: 53832, time: 0.304, data: 0.019) G_GAN: 5.069 G_L1: 5.550 D_real: 0.002 D_fake: 0.036 +(epoch: 99, iters: 53932, time: 0.295, data: 0.021) G_GAN: 6.141 G_L1: 5.705 D_real: 0.008 D_fake: 0.090 +(epoch: 99, iters: 54032, time: 0.421, data: 0.019) G_GAN: 4.579 G_L1: 7.066 D_real: 0.001 D_fake: 0.058 +(epoch: 99, iters: 54132, time: 0.294, data: 0.019) G_GAN: 4.427 G_L1: 5.323 D_real: 0.059 D_fake: 0.309 +(epoch: 99, iters: 54232, time: 0.301, data: 0.017) G_GAN: 4.881 G_L1: 3.724 D_real: 0.002 D_fake: 0.030 +(epoch: 99, iters: 54332, time: 0.294, data: 0.019) G_GAN: 4.765 G_L1: 4.080 D_real: 0.004 D_fake: 0.288 +(epoch: 99, iters: 54432, time: 0.646, data: 0.017) G_GAN: 4.555 G_L1: 4.219 D_real: 0.008 D_fake: 0.162 +(epoch: 99, iters: 54532, time: 0.299, data: 0.019) G_GAN: 4.948 G_L1: 4.335 D_real: 1.097 D_fake: 0.026 +(epoch: 99, iters: 54632, time: 0.296, data: 0.029) G_GAN: 4.744 G_L1: 4.642 D_real: 0.054 D_fake: 0.059 +(epoch: 99, iters: 54732, time: 0.299, data: 0.019) G_GAN: 4.959 G_L1: 7.547 D_real: 0.353 D_fake: 0.250 +(epoch: 99, iters: 54832, time: 0.416, data: 0.021) G_GAN: 4.560 G_L1: 5.593 D_real: 0.004 D_fake: 0.061 +(epoch: 99, iters: 54932, time: 0.296, data: 0.019) G_GAN: 2.603 G_L1: 5.333 D_real: 0.072 D_fake: 0.162 +(epoch: 99, iters: 55032, time: 0.295, data: 0.019) G_GAN: 3.036 G_L1: 3.397 D_real: 0.008 D_fake: 0.166 +(epoch: 99, iters: 55132, time: 0.297, data: 0.018) G_GAN: 4.178 G_L1: 4.449 D_real: 0.005 D_fake: 0.101 +(epoch: 99, iters: 55232, time: 0.381, data: 0.019) G_GAN: 4.228 G_L1: 7.190 D_real: 0.011 D_fake: 0.098 +(epoch: 99, iters: 55332, time: 0.301, data: 0.018) G_GAN: 5.666 G_L1: 4.144 D_real: 0.016 D_fake: 0.277 +(epoch: 99, iters: 55432, time: 0.302, data: 0.025) G_GAN: 3.568 G_L1: 4.485 D_real: 0.006 D_fake: 0.245 +(epoch: 99, iters: 55532, time: 0.304, data: 0.019) G_GAN: 1.861 G_L1: 3.461 D_real: 0.191 D_fake: 0.434 +(epoch: 99, iters: 55632, time: 0.412, data: 0.018) G_GAN: 2.683 G_L1: 4.859 D_real: 0.004 D_fake: 0.142 +(epoch: 99, iters: 55732, time: 0.299, data: 0.019) G_GAN: 3.299 G_L1: 6.623 D_real: 0.064 D_fake: 0.130 +(epoch: 99, iters: 55832, time: 0.305, data: 0.023) G_GAN: 2.168 G_L1: 4.675 D_real: 0.103 D_fake: 0.413 +(epoch: 99, iters: 55932, time: 0.286, data: 0.019) G_GAN: 2.805 G_L1: 5.287 D_real: 0.000 D_fake: 0.192 +(epoch: 99, iters: 56032, time: 0.413, data: 0.018) G_GAN: 3.704 G_L1: 4.975 D_real: 0.000 D_fake: 0.081 +(epoch: 99, iters: 56132, time: 0.294, data: 0.017) G_GAN: 2.566 G_L1: 4.734 D_real: 0.008 D_fake: 0.312 +(epoch: 99, iters: 56232, time: 0.304, data: 0.020) G_GAN: 2.640 G_L1: 5.096 D_real: 0.006 D_fake: 0.198 +(epoch: 99, iters: 56332, time: 0.298, data: 0.019) G_GAN: 2.715 G_L1: 4.051 D_real: 0.012 D_fake: 0.141 +(epoch: 99, iters: 56432, time: 0.627, data: 0.028) G_GAN: 3.233 G_L1: 4.017 D_real: 0.001 D_fake: 0.199 +(epoch: 99, iters: 56532, time: 0.301, data: 0.018) G_GAN: 1.998 G_L1: 5.132 D_real: 0.001 D_fake: 0.254 +(epoch: 99, iters: 56632, time: 0.280, data: 0.022) G_GAN: 2.195 G_L1: 4.601 D_real: 0.001 D_fake: 0.268 +(epoch: 99, iters: 56732, time: 0.292, data: 0.017) G_GAN: 3.134 G_L1: 4.864 D_real: 0.001 D_fake: 0.082 +(epoch: 99, iters: 56832, time: 0.422, data: 0.018) G_GAN: 2.981 G_L1: 5.288 D_real: 0.000 D_fake: 0.118 +(epoch: 99, iters: 56932, time: 0.304, data: 0.018) G_GAN: 2.929 G_L1: 5.044 D_real: 0.013 D_fake: 0.165 +(epoch: 99, iters: 57032, time: 0.295, data: 0.020) G_GAN: 2.316 G_L1: 4.229 D_real: 0.019 D_fake: 0.252 +(epoch: 99, iters: 57132, time: 0.293, data: 0.018) G_GAN: 3.523 G_L1: 6.478 D_real: 0.002 D_fake: 0.102 +(epoch: 99, iters: 57232, time: 0.379, data: 0.018) G_GAN: 2.619 G_L1: 4.080 D_real: 0.000 D_fake: 0.145 +(epoch: 99, iters: 57332, time: 0.281, data: 0.019) G_GAN: 2.835 G_L1: 6.124 D_real: 0.007 D_fake: 0.224 +(epoch: 99, iters: 57432, time: 0.302, data: 0.016) G_GAN: 2.412 G_L1: 4.660 D_real: 0.120 D_fake: 0.116 +(epoch: 99, iters: 57532, time: 0.293, data: 0.019) G_GAN: 2.661 G_L1: 3.195 D_real: 0.000 D_fake: 0.158 +(epoch: 99, iters: 57632, time: 0.402, data: 0.019) G_GAN: 3.071 G_L1: 4.567 D_real: 0.001 D_fake: 0.112 +(epoch: 99, iters: 57732, time: 0.291, data: 0.021) G_GAN: 2.535 G_L1: 4.547 D_real: 0.002 D_fake: 0.174 +(epoch: 99, iters: 57832, time: 0.299, data: 0.019) G_GAN: 2.297 G_L1: 4.728 D_real: 0.001 D_fake: 0.471 +(epoch: 99, iters: 57932, time: 0.286, data: 0.019) G_GAN: 2.507 G_L1: 5.280 D_real: 0.002 D_fake: 0.264 +(epoch: 99, iters: 58032, time: 0.418, data: 0.019) G_GAN: 1.856 G_L1: 3.761 D_real: 0.000 D_fake: 0.330 +(epoch: 99, iters: 58132, time: 0.302, data: 0.021) G_GAN: 2.067 G_L1: 4.522 D_real: 0.011 D_fake: 0.329 +(epoch: 99, iters: 58232, time: 0.295, data: 0.019) G_GAN: 2.388 G_L1: 4.859 D_real: 0.010 D_fake: 0.300 +(epoch: 99, iters: 58332, time: 0.295, data: 0.019) G_GAN: 3.614 G_L1: 4.184 D_real: 0.006 D_fake: 0.405 +(epoch: 99, iters: 58432, time: 0.626, data: 0.019) G_GAN: 3.395 G_L1: 5.365 D_real: 0.001 D_fake: 0.087 +(epoch: 99, iters: 58532, time: 0.291, data: 0.020) G_GAN: 3.849 G_L1: 3.712 D_real: 0.002 D_fake: 0.230 +(epoch: 99, iters: 58632, time: 0.302, data: 0.019) G_GAN: 3.574 G_L1: 6.163 D_real: 0.003 D_fake: 0.187 +(epoch: 99, iters: 58732, time: 0.294, data: 0.021) G_GAN: 2.832 G_L1: 4.406 D_real: 0.000 D_fake: 0.217 +(epoch: 99, iters: 58832, time: 0.422, data: 0.018) G_GAN: 5.940 G_L1: 6.462 D_real: 0.015 D_fake: 0.245 +(epoch: 99, iters: 58932, time: 0.293, data: 0.019) G_GAN: 3.275 G_L1: 4.050 D_real: 0.001 D_fake: 0.125 +(epoch: 99, iters: 59032, time: 0.291, data: 0.019) G_GAN: 2.721 G_L1: 4.421 D_real: 0.001 D_fake: 0.304 +(epoch: 99, iters: 59132, time: 0.305, data: 0.018) G_GAN: 3.634 G_L1: 4.545 D_real: 0.002 D_fake: 0.126 +(epoch: 99, iters: 59232, time: 0.421, data: 0.019) G_GAN: 2.582 G_L1: 4.058 D_real: 0.019 D_fake: 0.242 +(epoch: 99, iters: 59332, time: 0.302, data: 0.020) G_GAN: 4.030 G_L1: 9.052 D_real: 0.001 D_fake: 0.077 +(epoch: 99, iters: 59432, time: 0.302, data: 0.020) G_GAN: 4.232 G_L1: 10.126 D_real: 0.000 D_fake: 0.136 +(epoch: 99, iters: 59532, time: 0.306, data: 0.019) G_GAN: 2.333 G_L1: 5.053 D_real: 0.001 D_fake: 0.256 +(epoch: 99, iters: 59632, time: 0.425, data: 0.021) G_GAN: 3.585 G_L1: 6.680 D_real: 0.007 D_fake: 0.148 +(epoch: 99, iters: 59732, time: 0.295, data: 0.018) G_GAN: 2.290 G_L1: 3.731 D_real: 0.000 D_fake: 0.278 +(epoch: 99, iters: 59832, time: 0.292, data: 0.030) G_GAN: 2.632 G_L1: 4.096 D_real: 0.000 D_fake: 0.169 +(epoch: 99, iters: 59932, time: 0.295, data: 0.020) G_GAN: 2.455 G_L1: 3.551 D_real: 0.000 D_fake: 0.210 +(epoch: 100, iters: 16, time: 0.662, data: 0.021) G_GAN: 3.465 G_L1: 5.024 D_real: 0.001 D_fake: 0.118 +(epoch: 100, iters: 116, time: 0.295, data: 0.018) G_GAN: 2.384 G_L1: 4.863 D_real: 0.216 D_fake: 0.407 +(epoch: 100, iters: 216, time: 0.303, data: 0.023) G_GAN: 1.648 G_L1: 3.490 D_real: 0.002 D_fake: 0.392 +(epoch: 100, iters: 316, time: 0.300, data: 0.021) G_GAN: 2.449 G_L1: 4.322 D_real: 0.000 D_fake: 0.225 +(epoch: 100, iters: 416, time: 0.606, data: 0.021) G_GAN: 3.776 G_L1: 4.847 D_real: 0.000 D_fake: 0.103 +(epoch: 100, iters: 516, time: 0.301, data: 0.021) G_GAN: 2.602 G_L1: 4.491 D_real: 0.002 D_fake: 0.157 +(epoch: 100, iters: 616, time: 0.297, data: 0.020) G_GAN: 3.719 G_L1: 7.858 D_real: 0.038 D_fake: 0.075 +(epoch: 100, iters: 716, time: 0.289, data: 0.020) G_GAN: 2.806 G_L1: 6.664 D_real: 0.000 D_fake: 0.154 +(epoch: 100, iters: 816, time: 0.417, data: 0.022) G_GAN: 3.888 G_L1: 7.392 D_real: 0.000 D_fake: 0.135 +(epoch: 100, iters: 916, time: 0.299, data: 0.019) G_GAN: 3.741 G_L1: 6.801 D_real: 0.002 D_fake: 0.075 +(epoch: 100, iters: 1016, time: 0.297, data: 0.021) G_GAN: 2.396 G_L1: 4.880 D_real: 0.000 D_fake: 0.249 +(epoch: 100, iters: 1116, time: 0.297, data: 0.021) G_GAN: 3.048 G_L1: 5.481 D_real: 0.005 D_fake: 0.132 +(epoch: 100, iters: 1216, time: 0.420, data: 0.020) G_GAN: 2.898 G_L1: 4.144 D_real: 0.000 D_fake: 0.389 +(epoch: 100, iters: 1316, time: 0.300, data: 0.020) G_GAN: 3.355 G_L1: 6.665 D_real: 0.009 D_fake: 0.115 +(epoch: 100, iters: 1416, time: 0.296, data: 0.020) G_GAN: 2.258 G_L1: 4.882 D_real: 0.000 D_fake: 0.219 +(epoch: 100, iters: 1516, time: 0.291, data: 0.022) G_GAN: 2.926 G_L1: 6.233 D_real: 0.003 D_fake: 0.342 +(epoch: 100, iters: 1616, time: 0.404, data: 0.019) G_GAN: 3.807 G_L1: 5.814 D_real: 0.014 D_fake: 0.085 +(epoch: 100, iters: 1716, time: 0.282, data: 0.019) G_GAN: 2.268 G_L1: 4.531 D_real: 0.000 D_fake: 0.298 +(epoch: 100, iters: 1816, time: 0.303, data: 0.018) G_GAN: 2.565 G_L1: 4.748 D_real: 0.000 D_fake: 0.176 +(epoch: 100, iters: 1916, time: 0.295, data: 0.020) G_GAN: 3.534 G_L1: 5.018 D_real: 0.000 D_fake: 0.067 +(epoch: 100, iters: 2016, time: 0.424, data: 0.021) G_GAN: 2.821 G_L1: 5.390 D_real: 0.016 D_fake: 0.227 +(epoch: 100, iters: 2116, time: 0.301, data: 0.019) G_GAN: 2.658 G_L1: 4.176 D_real: 0.001 D_fake: 0.194 +(epoch: 100, iters: 2216, time: 0.296, data: 0.020) G_GAN: 2.861 G_L1: 5.584 D_real: 0.002 D_fake: 0.126 +(epoch: 100, iters: 2316, time: 0.302, data: 0.022) G_GAN: 2.317 G_L1: 5.090 D_real: 0.004 D_fake: 0.218 +(epoch: 100, iters: 2416, time: 0.648, data: 0.021) G_GAN: 2.971 G_L1: 4.773 D_real: 0.009 D_fake: 0.238 +(epoch: 100, iters: 2516, time: 0.300, data: 0.022) G_GAN: 3.980 G_L1: 8.175 D_real: 0.011 D_fake: 0.061 +(epoch: 100, iters: 2616, time: 0.294, data: 0.019) G_GAN: 3.482 G_L1: 6.763 D_real: 0.006 D_fake: 0.305 +(epoch: 100, iters: 2716, time: 0.295, data: 0.019) G_GAN: 4.035 G_L1: 6.004 D_real: 0.003 D_fake: 0.107 +(epoch: 100, iters: 2816, time: 0.394, data: 0.020) G_GAN: 2.816 G_L1: 4.050 D_real: 0.002 D_fake: 0.471 +(epoch: 100, iters: 2916, time: 0.297, data: 0.021) G_GAN: 5.741 G_L1: 5.813 D_real: 0.005 D_fake: 0.038 +(epoch: 100, iters: 3016, time: 0.302, data: 0.022) G_GAN: 3.405 G_L1: 5.731 D_real: 0.003 D_fake: 0.122 +(epoch: 100, iters: 3116, time: 0.294, data: 0.019) G_GAN: 3.822 G_L1: 6.713 D_real: 0.016 D_fake: 0.107 +(epoch: 100, iters: 3216, time: 0.393, data: 0.020) G_GAN: 4.128 G_L1: 4.332 D_real: 0.059 D_fake: 0.132 +(epoch: 100, iters: 3316, time: 0.294, data: 0.020) G_GAN: 4.813 G_L1: 4.827 D_real: 0.512 D_fake: 0.072 +(epoch: 100, iters: 3416, time: 0.303, data: 0.019) G_GAN: 3.489 G_L1: 5.791 D_real: 0.006 D_fake: 0.298 +(epoch: 100, iters: 3516, time: 0.279, data: 0.020) G_GAN: 3.970 G_L1: 4.634 D_real: 0.004 D_fake: 0.214 +(epoch: 100, iters: 3616, time: 0.422, data: 0.022) G_GAN: 2.449 G_L1: 5.334 D_real: 0.000 D_fake: 0.254 +(epoch: 100, iters: 3716, time: 0.290, data: 0.019) G_GAN: 2.743 G_L1: 5.569 D_real: 0.050 D_fake: 0.149 +(epoch: 100, iters: 3816, time: 0.301, data: 0.019) G_GAN: 2.880 G_L1: 3.938 D_real: 0.206 D_fake: 0.161 +(epoch: 100, iters: 3916, time: 0.294, data: 0.020) G_GAN: 5.555 G_L1: 5.833 D_real: 0.041 D_fake: 0.079 +(epoch: 100, iters: 4016, time: 0.403, data: 0.018) G_GAN: 2.559 G_L1: 4.153 D_real: 0.065 D_fake: 0.201 +(epoch: 100, iters: 4116, time: 0.294, data: 0.022) G_GAN: 4.207 G_L1: 6.000 D_real: 0.006 D_fake: 0.070 +(epoch: 100, iters: 4216, time: 0.290, data: 0.018) G_GAN: 2.296 G_L1: 4.267 D_real: 0.004 D_fake: 0.336 +(epoch: 100, iters: 4316, time: 0.304, data: 0.018) G_GAN: 1.991 G_L1: 4.544 D_real: 0.000 D_fake: 0.355 +(epoch: 100, iters: 4416, time: 0.647, data: 0.019) G_GAN: 3.246 G_L1: 4.539 D_real: 0.000 D_fake: 0.257 +(epoch: 100, iters: 4516, time: 0.295, data: 0.021) G_GAN: 2.720 G_L1: 4.700 D_real: 0.003 D_fake: 0.186 +(epoch: 100, iters: 4616, time: 0.303, data: 0.019) G_GAN: 3.018 G_L1: 4.576 D_real: 0.010 D_fake: 0.151 +(epoch: 100, iters: 4716, time: 0.298, data: 0.020) G_GAN: 4.212 G_L1: 7.920 D_real: 0.018 D_fake: 0.129 +(epoch: 100, iters: 4816, time: 0.412, data: 0.019) G_GAN: 4.586 G_L1: 5.816 D_real: 0.010 D_fake: 0.072 +(epoch: 100, iters: 4916, time: 0.293, data: 0.020) G_GAN: 4.375 G_L1: 5.668 D_real: 0.001 D_fake: 0.103 +(epoch: 100, iters: 5016, time: 0.298, data: 0.018) G_GAN: 3.545 G_L1: 5.880 D_real: 0.227 D_fake: 0.124 +(epoch: 100, iters: 5116, time: 0.289, data: 0.020) G_GAN: 3.346 G_L1: 7.034 D_real: 0.004 D_fake: 0.126 +(epoch: 100, iters: 5216, time: 0.403, data: 0.017) G_GAN: 2.377 G_L1: 4.512 D_real: 0.023 D_fake: 0.242 +(epoch: 100, iters: 5316, time: 0.285, data: 0.016) G_GAN: 2.629 G_L1: 4.095 D_real: 0.000 D_fake: 0.230 +(epoch: 100, iters: 5416, time: 0.293, data: 0.017) G_GAN: 3.299 G_L1: 5.498 D_real: 0.001 D_fake: 0.134 +(epoch: 100, iters: 5516, time: 0.288, data: 0.016) G_GAN: 2.151 G_L1: 4.114 D_real: 0.000 D_fake: 0.442 +(epoch: 100, iters: 5616, time: 0.391, data: 0.017) G_GAN: 2.627 G_L1: 4.557 D_real: 0.000 D_fake: 0.287 +(epoch: 100, iters: 5716, time: 0.279, data: 0.019) G_GAN: 3.382 G_L1: 5.208 D_real: 0.022 D_fake: 0.118 +(epoch: 100, iters: 5816, time: 0.296, data: 0.017) G_GAN: 2.602 G_L1: 5.462 D_real: 0.412 D_fake: 0.279 +(epoch: 100, iters: 5916, time: 0.279, data: 0.019) G_GAN: 3.120 G_L1: 5.064 D_real: 0.000 D_fake: 0.204 +(epoch: 100, iters: 6016, time: 0.404, data: 0.017) G_GAN: 3.297 G_L1: 4.478 D_real: 0.000 D_fake: 0.212 +(epoch: 100, iters: 6116, time: 0.281, data: 0.018) G_GAN: 2.826 G_L1: 4.346 D_real: 0.000 D_fake: 0.112 +(epoch: 100, iters: 6216, time: 0.295, data: 0.018) G_GAN: 4.638 G_L1: 10.731 D_real: 0.007 D_fake: 0.103 +(epoch: 100, iters: 6316, time: 0.283, data: 0.018) G_GAN: 1.071 G_L1: 4.252 D_real: 0.000 D_fake: 0.621 +(epoch: 100, iters: 6416, time: 0.635, data: 0.019) G_GAN: 5.009 G_L1: 4.899 D_real: 0.007 D_fake: 0.092 +(epoch: 100, iters: 6516, time: 0.305, data: 0.018) G_GAN: 3.467 G_L1: 5.320 D_real: 0.005 D_fake: 0.052 +(epoch: 100, iters: 6616, time: 0.294, data: 0.019) G_GAN: 3.059 G_L1: 5.183 D_real: 0.037 D_fake: 0.121 +(epoch: 100, iters: 6716, time: 0.293, data: 0.018) G_GAN: 2.765 G_L1: 4.370 D_real: 0.009 D_fake: 0.175 +(epoch: 100, iters: 6816, time: 0.405, data: 0.017) G_GAN: 2.304 G_L1: 5.107 D_real: 0.012 D_fake: 0.285 +(epoch: 100, iters: 6916, time: 0.300, data: 0.016) G_GAN: 2.625 G_L1: 6.074 D_real: 0.000 D_fake: 0.462 +(epoch: 100, iters: 7016, time: 0.297, data: 0.020) G_GAN: 3.000 G_L1: 3.215 D_real: 0.000 D_fake: 0.120 +(epoch: 100, iters: 7116, time: 0.290, data: 0.017) G_GAN: 2.600 G_L1: 3.926 D_real: 0.015 D_fake: 0.198 +(epoch: 100, iters: 7216, time: 0.413, data: 0.018) G_GAN: 2.887 G_L1: 4.639 D_real: 0.000 D_fake: 0.189 +(epoch: 100, iters: 7316, time: 0.299, data: 0.019) G_GAN: 4.578 G_L1: 4.624 D_real: 0.000 D_fake: 0.039 +(epoch: 100, iters: 7416, time: 0.297, data: 0.022) G_GAN: 2.602 G_L1: 4.911 D_real: 0.000 D_fake: 0.359 +(epoch: 100, iters: 7516, time: 0.300, data: 0.018) G_GAN: 2.945 G_L1: 4.526 D_real: 0.004 D_fake: 0.192 +(epoch: 100, iters: 7616, time: 0.412, data: 0.018) G_GAN: 2.687 G_L1: 4.559 D_real: 0.005 D_fake: 0.175 +(epoch: 100, iters: 7716, time: 0.292, data: 0.017) G_GAN: 2.022 G_L1: 4.155 D_real: 0.000 D_fake: 0.417 +(epoch: 100, iters: 7816, time: 0.297, data: 0.018) G_GAN: 2.359 G_L1: 4.233 D_real: 0.001 D_fake: 0.092 +(epoch: 100, iters: 7916, time: 0.301, data: 0.018) G_GAN: 2.152 G_L1: 3.955 D_real: 0.000 D_fake: 0.288 +(epoch: 100, iters: 8016, time: 0.406, data: 0.020) G_GAN: 3.495 G_L1: 5.364 D_real: 0.000 D_fake: 0.066 +(epoch: 100, iters: 8116, time: 0.301, data: 0.016) G_GAN: 2.423 G_L1: 4.416 D_real: 0.059 D_fake: 0.288 +(epoch: 100, iters: 8216, time: 0.292, data: 0.021) G_GAN: 2.359 G_L1: 5.454 D_real: 0.003 D_fake: 0.484 +(epoch: 100, iters: 8316, time: 0.303, data: 0.017) G_GAN: 1.987 G_L1: 4.986 D_real: 0.016 D_fake: 0.309 +(epoch: 100, iters: 8416, time: 0.653, data: 0.023) G_GAN: 2.101 G_L1: 5.851 D_real: 0.515 D_fake: 0.204 +(epoch: 100, iters: 8516, time: 0.294, data: 0.019) G_GAN: 3.687 G_L1: 5.693 D_real: 0.097 D_fake: 0.174 +(epoch: 100, iters: 8616, time: 0.296, data: 0.018) G_GAN: 3.458 G_L1: 4.474 D_real: 0.001 D_fake: 0.181 +(epoch: 100, iters: 8716, time: 0.295, data: 0.019) G_GAN: 3.284 G_L1: 5.026 D_real: 0.197 D_fake: 0.118 +(epoch: 100, iters: 8816, time: 0.407, data: 0.017) G_GAN: 3.364 G_L1: 4.966 D_real: 0.011 D_fake: 0.116 +(epoch: 100, iters: 8916, time: 0.298, data: 0.019) G_GAN: 3.757 G_L1: 5.544 D_real: 0.041 D_fake: 0.112 +(epoch: 100, iters: 9016, time: 0.299, data: 0.024) G_GAN: 3.433 G_L1: 4.493 D_real: 0.002 D_fake: 0.101 +(epoch: 100, iters: 9116, time: 0.299, data: 0.020) G_GAN: 2.747 G_L1: 3.931 D_real: 0.010 D_fake: 0.137 +(epoch: 100, iters: 9216, time: 0.424, data: 0.020) G_GAN: 3.230 G_L1: 5.470 D_real: 0.016 D_fake: 0.108 +(epoch: 100, iters: 9316, time: 0.288, data: 0.019) G_GAN: 3.058 G_L1: 4.240 D_real: 0.000 D_fake: 0.127 +(epoch: 100, iters: 9416, time: 0.286, data: 0.019) G_GAN: 3.083 G_L1: 5.315 D_real: 0.001 D_fake: 0.244 +(epoch: 100, iters: 9516, time: 0.304, data: 0.017) G_GAN: 4.111 G_L1: 4.957 D_real: 0.012 D_fake: 0.142 +(epoch: 100, iters: 9616, time: 0.431, data: 0.018) G_GAN: 3.100 G_L1: 4.529 D_real: 0.002 D_fake: 0.136 +(epoch: 100, iters: 9716, time: 0.296, data: 0.019) G_GAN: 4.155 G_L1: 6.137 D_real: 0.001 D_fake: 0.247 +(epoch: 100, iters: 9816, time: 0.293, data: 0.020) G_GAN: 2.549 G_L1: 5.669 D_real: 0.113 D_fake: 0.322 +(epoch: 100, iters: 9916, time: 0.297, data: 0.021) G_GAN: 1.966 G_L1: 3.874 D_real: 0.000 D_fake: 0.333 +(epoch: 100, iters: 10016, time: 0.420, data: 0.023) G_GAN: 2.584 G_L1: 4.316 D_real: 0.003 D_fake: 0.187 +(epoch: 100, iters: 10116, time: 0.299, data: 0.019) G_GAN: 1.979 G_L1: 4.336 D_real: 0.000 D_fake: 0.268 +(epoch: 100, iters: 10216, time: 0.294, data: 0.021) G_GAN: 2.515 G_L1: 5.213 D_real: 0.010 D_fake: 0.169 +(epoch: 100, iters: 10316, time: 0.295, data: 0.019) G_GAN: 1.840 G_L1: 5.032 D_real: 0.000 D_fake: 0.572 +(epoch: 100, iters: 10416, time: 0.599, data: 0.019) G_GAN: 2.978 G_L1: 5.740 D_real: 0.001 D_fake: 0.192 +(epoch: 100, iters: 10516, time: 0.290, data: 0.020) G_GAN: 2.650 G_L1: 5.052 D_real: 0.001 D_fake: 0.315 +(epoch: 100, iters: 10616, time: 0.282, data: 0.021) G_GAN: 1.769 G_L1: 3.584 D_real: 0.000 D_fake: 0.361 +(epoch: 100, iters: 10716, time: 0.293, data: 0.017) G_GAN: 2.399 G_L1: 4.902 D_real: 0.000 D_fake: 0.665 +(epoch: 100, iters: 10816, time: 0.406, data: 0.018) G_GAN: 2.337 G_L1: 3.127 D_real: 0.000 D_fake: 0.226 +(epoch: 100, iters: 10916, time: 0.297, data: 0.017) G_GAN: 3.093 G_L1: 4.793 D_real: 0.000 D_fake: 0.215 +(epoch: 100, iters: 11016, time: 0.294, data: 0.020) G_GAN: 2.445 G_L1: 3.816 D_real: 0.000 D_fake: 0.260 +(epoch: 100, iters: 11116, time: 0.297, data: 0.019) G_GAN: 2.551 G_L1: 4.894 D_real: 0.006 D_fake: 0.289 +(epoch: 100, iters: 11216, time: 0.398, data: 0.020) G_GAN: 2.451 G_L1: 3.614 D_real: 0.000 D_fake: 0.191 +(epoch: 100, iters: 11316, time: 0.266, data: 0.022) G_GAN: 2.077 G_L1: 4.484 D_real: 0.001 D_fake: 0.254 +(epoch: 100, iters: 11416, time: 0.295, data: 0.016) G_GAN: 2.927 G_L1: 5.257 D_real: 0.001 D_fake: 0.112 +(epoch: 100, iters: 11516, time: 0.294, data: 0.021) G_GAN: 1.450 G_L1: 3.426 D_real: 0.000 D_fake: 0.509 +(epoch: 100, iters: 11616, time: 0.426, data: 0.020) G_GAN: 2.599 G_L1: 4.076 D_real: 0.001 D_fake: 0.169 +(epoch: 100, iters: 11716, time: 0.289, data: 0.020) G_GAN: 2.208 G_L1: 3.557 D_real: 0.000 D_fake: 0.360 +(epoch: 100, iters: 11816, time: 0.298, data: 0.020) G_GAN: 3.136 G_L1: 5.111 D_real: 0.000 D_fake: 0.125 +(epoch: 100, iters: 11916, time: 0.294, data: 0.018) G_GAN: 2.418 G_L1: 6.068 D_real: 0.105 D_fake: 0.418 +(epoch: 100, iters: 12016, time: 0.419, data: 0.018) G_GAN: 3.613 G_L1: 4.976 D_real: 0.072 D_fake: 0.234 +(epoch: 100, iters: 12116, time: 0.291, data: 0.018) G_GAN: 2.335 G_L1: 6.153 D_real: 0.018 D_fake: 0.277 +(epoch: 100, iters: 12216, time: 0.273, data: 0.019) G_GAN: 3.139 G_L1: 4.194 D_real: 0.036 D_fake: 0.316 +(epoch: 100, iters: 12316, time: 0.286, data: 0.016) G_GAN: 2.901 G_L1: 4.211 D_real: 0.001 D_fake: 0.200 +(epoch: 100, iters: 12416, time: 0.641, data: 0.020) G_GAN: 3.752 G_L1: 3.479 D_real: 0.028 D_fake: 0.061 +(epoch: 100, iters: 12516, time: 0.298, data: 0.019) G_GAN: 3.896 G_L1: 5.776 D_real: 0.002 D_fake: 0.095 +(epoch: 100, iters: 12616, time: 0.295, data: 0.018) G_GAN: 2.705 G_L1: 5.056 D_real: 0.171 D_fake: 0.247 +(epoch: 100, iters: 12716, time: 0.306, data: 0.019) G_GAN: 2.328 G_L1: 6.822 D_real: 0.008 D_fake: 0.360 +(epoch: 100, iters: 12816, time: 0.419, data: 0.020) G_GAN: 2.356 G_L1: 4.885 D_real: 0.001 D_fake: 0.228 +(epoch: 100, iters: 12916, time: 0.295, data: 0.020) G_GAN: 3.365 G_L1: 7.243 D_real: 0.001 D_fake: 0.174 +(epoch: 100, iters: 13016, time: 0.303, data: 0.022) G_GAN: 3.881 G_L1: 4.922 D_real: 0.000 D_fake: 0.074 +(epoch: 100, iters: 13116, time: 0.297, data: 0.020) G_GAN: 2.161 G_L1: 5.377 D_real: 0.001 D_fake: 0.191 +(epoch: 100, iters: 13216, time: 0.425, data: 0.019) G_GAN: 4.954 G_L1: 9.469 D_real: 0.000 D_fake: 0.324 +(epoch: 100, iters: 13316, time: 0.305, data: 0.019) G_GAN: 2.978 G_L1: 4.844 D_real: 0.001 D_fake: 0.267 +(epoch: 100, iters: 13416, time: 0.294, data: 0.021) G_GAN: 3.598 G_L1: 4.606 D_real: 0.717 D_fake: 0.113 +(epoch: 100, iters: 13516, time: 0.304, data: 0.019) G_GAN: 4.173 G_L1: 3.326 D_real: 0.062 D_fake: 0.077 +(epoch: 100, iters: 13616, time: 0.422, data: 0.021) G_GAN: 3.208 G_L1: 3.515 D_real: 0.213 D_fake: 0.110 +(epoch: 100, iters: 13716, time: 0.303, data: 0.019) G_GAN: 4.839 G_L1: 5.245 D_real: 0.002 D_fake: 0.054 +(epoch: 100, iters: 13816, time: 0.296, data: 0.021) G_GAN: 2.566 G_L1: 5.908 D_real: 0.000 D_fake: 0.362 +(epoch: 100, iters: 13916, time: 0.287, data: 0.019) G_GAN: 3.927 G_L1: 3.744 D_real: 0.175 D_fake: 0.076 +(epoch: 100, iters: 14016, time: 0.384, data: 0.018) G_GAN: 4.752 G_L1: 3.758 D_real: 0.014 D_fake: 0.107 +(epoch: 100, iters: 14116, time: 0.288, data: 0.016) G_GAN: 2.163 G_L1: 3.178 D_real: 0.048 D_fake: 0.222 +(epoch: 100, iters: 14216, time: 0.301, data: 0.019) G_GAN: 2.836 G_L1: 5.020 D_real: 0.006 D_fake: 0.309 +(epoch: 100, iters: 14316, time: 0.302, data: 0.019) G_GAN: 1.809 G_L1: 4.106 D_real: 0.001 D_fake: 0.611 +(epoch: 100, iters: 14416, time: 0.619, data: 0.018) G_GAN: 2.611 G_L1: 4.048 D_real: 0.009 D_fake: 0.139 +(epoch: 100, iters: 14516, time: 0.292, data: 0.018) G_GAN: 4.624 G_L1: 6.855 D_real: 0.104 D_fake: 0.084 +(epoch: 100, iters: 14616, time: 0.295, data: 0.019) G_GAN: 3.279 G_L1: 5.224 D_real: 0.002 D_fake: 0.141 +(epoch: 100, iters: 14716, time: 0.298, data: 0.020) G_GAN: 3.230 G_L1: 4.387 D_real: 0.040 D_fake: 0.092 +(epoch: 100, iters: 14816, time: 0.422, data: 0.019) G_GAN: 3.109 G_L1: 4.131 D_real: 0.007 D_fake: 0.080 +(epoch: 100, iters: 14916, time: 0.295, data: 0.020) G_GAN: 2.849 G_L1: 4.180 D_real: 0.001 D_fake: 0.272 +(epoch: 100, iters: 15016, time: 0.306, data: 0.018) G_GAN: 3.124 G_L1: 4.503 D_real: 0.003 D_fake: 0.161 +(epoch: 100, iters: 15116, time: 0.294, data: 0.018) G_GAN: 3.403 G_L1: 3.693 D_real: 0.003 D_fake: 0.102 +(epoch: 100, iters: 15216, time: 0.396, data: 0.019) G_GAN: 4.092 G_L1: 5.773 D_real: 0.107 D_fake: 0.270 +(epoch: 100, iters: 15316, time: 0.282, data: 0.018) G_GAN: 3.235 G_L1: 5.331 D_real: 0.000 D_fake: 0.136 +(epoch: 100, iters: 15416, time: 0.293, data: 0.018) G_GAN: 3.602 G_L1: 4.838 D_real: 0.484 D_fake: 0.138 +(epoch: 100, iters: 15516, time: 0.300, data: 0.018) G_GAN: 2.173 G_L1: 4.136 D_real: 0.011 D_fake: 0.202 +(epoch: 100, iters: 15616, time: 0.390, data: 0.019) G_GAN: 2.634 G_L1: 3.887 D_real: 0.000 D_fake: 0.197 +(epoch: 100, iters: 15716, time: 0.294, data: 0.022) G_GAN: 1.762 G_L1: 4.140 D_real: 0.004 D_fake: 0.538 +(epoch: 100, iters: 15816, time: 0.303, data: 0.019) G_GAN: 3.811 G_L1: 7.862 D_real: 0.001 D_fake: 0.567 +(epoch: 100, iters: 15916, time: 0.302, data: 0.022) G_GAN: 2.995 G_L1: 5.370 D_real: 0.006 D_fake: 0.133 +(epoch: 100, iters: 16016, time: 0.413, data: 0.019) G_GAN: 2.001 G_L1: 5.431 D_real: 0.020 D_fake: 0.841 +(epoch: 100, iters: 16116, time: 0.296, data: 0.019) G_GAN: 2.510 G_L1: 4.512 D_real: 0.004 D_fake: 0.251 +(epoch: 100, iters: 16216, time: 0.298, data: 0.019) G_GAN: 2.939 G_L1: 4.331 D_real: 0.009 D_fake: 0.131 +(epoch: 100, iters: 16316, time: 0.299, data: 0.019) G_GAN: 4.232 G_L1: 8.320 D_real: 0.002 D_fake: 0.153 +(epoch: 100, iters: 16416, time: 0.633, data: 0.019) G_GAN: 3.007 G_L1: 4.384 D_real: 0.014 D_fake: 0.082 +(epoch: 100, iters: 16516, time: 0.293, data: 0.018) G_GAN: 2.431 G_L1: 9.007 D_real: 0.002 D_fake: 0.317 +(epoch: 100, iters: 16616, time: 0.296, data: 0.020) G_GAN: 2.079 G_L1: 4.090 D_real: 0.001 D_fake: 0.418 +(epoch: 100, iters: 16716, time: 0.296, data: 0.019) G_GAN: 2.390 G_L1: 4.420 D_real: 0.006 D_fake: 0.301 +(epoch: 100, iters: 16816, time: 0.416, data: 0.018) G_GAN: 2.100 G_L1: 4.205 D_real: 0.007 D_fake: 0.208 +(epoch: 100, iters: 16916, time: 0.287, data: 0.022) G_GAN: 3.643 G_L1: 5.931 D_real: 0.002 D_fake: 0.195 +(epoch: 100, iters: 17016, time: 0.301, data: 0.019) G_GAN: 1.440 G_L1: 4.118 D_real: 0.000 D_fake: 0.609 +(epoch: 100, iters: 17116, time: 0.300, data: 0.022) G_GAN: 2.608 G_L1: 4.648 D_real: 0.007 D_fake: 0.591 +(epoch: 100, iters: 17216, time: 0.411, data: 0.020) G_GAN: 2.619 G_L1: 3.477 D_real: 0.003 D_fake: 0.190 +(epoch: 100, iters: 17316, time: 0.289, data: 0.019) G_GAN: 5.132 G_L1: 7.638 D_real: 0.200 D_fake: 0.102 +(epoch: 100, iters: 17416, time: 0.296, data: 0.018) G_GAN: 3.494 G_L1: 4.803 D_real: 0.336 D_fake: 0.153 +(epoch: 100, iters: 17516, time: 0.293, data: 0.019) G_GAN: 5.040 G_L1: 7.304 D_real: 0.001 D_fake: 0.140 +(epoch: 100, iters: 17616, time: 0.414, data: 0.022) G_GAN: 4.376 G_L1: 5.810 D_real: 0.002 D_fake: 0.060 +(epoch: 100, iters: 17716, time: 0.295, data: 0.020) G_GAN: 4.568 G_L1: 4.361 D_real: 0.004 D_fake: 0.167 +(epoch: 100, iters: 17816, time: 0.306, data: 0.019) G_GAN: 5.198 G_L1: 7.025 D_real: 0.025 D_fake: 0.204 +(epoch: 100, iters: 17916, time: 0.298, data: 0.021) G_GAN: 3.943 G_L1: 3.334 D_real: 0.000 D_fake: 0.180 +(epoch: 100, iters: 18016, time: 0.422, data: 0.019) G_GAN: 5.395 G_L1: 3.618 D_real: 0.000 D_fake: 0.033 +(epoch: 100, iters: 18116, time: 0.288, data: 0.018) G_GAN: 3.828 G_L1: 3.225 D_real: 0.598 D_fake: 0.150 +(epoch: 100, iters: 18216, time: 0.293, data: 0.017) G_GAN: 5.834 G_L1: 5.782 D_real: 0.004 D_fake: 0.039 +(epoch: 100, iters: 18316, time: 0.299, data: 0.019) G_GAN: 3.372 G_L1: 5.155 D_real: 0.000 D_fake: 0.255 +(epoch: 100, iters: 18416, time: 0.646, data: 0.019) G_GAN: 3.945 G_L1: 7.789 D_real: 0.004 D_fake: 0.052 +(epoch: 100, iters: 18516, time: 0.296, data: 0.021) G_GAN: 3.582 G_L1: 6.021 D_real: 0.005 D_fake: 0.450 +(epoch: 100, iters: 18616, time: 0.304, data: 0.022) G_GAN: 5.695 G_L1: 5.869 D_real: 0.027 D_fake: 0.198 +(epoch: 100, iters: 18716, time: 0.288, data: 0.019) G_GAN: 6.248 G_L1: 4.530 D_real: 0.003 D_fake: 0.047 +(epoch: 100, iters: 18816, time: 0.411, data: 0.019) G_GAN: 7.960 G_L1: 7.249 D_real: 0.023 D_fake: 0.004 +(epoch: 100, iters: 18916, time: 0.297, data: 0.018) G_GAN: 4.535 G_L1: 5.534 D_real: 0.000 D_fake: 0.082 +(epoch: 100, iters: 19016, time: 0.292, data: 0.020) G_GAN: 2.637 G_L1: 4.663 D_real: 0.004 D_fake: 0.284 +(epoch: 100, iters: 19116, time: 0.299, data: 0.018) G_GAN: 3.469 G_L1: 4.549 D_real: 0.000 D_fake: 0.085 +(epoch: 100, iters: 19216, time: 0.375, data: 0.019) G_GAN: 7.344 G_L1: 4.865 D_real: 0.000 D_fake: 0.142 +(epoch: 100, iters: 19316, time: 0.302, data: 0.018) G_GAN: 4.009 G_L1: 5.994 D_real: 0.000 D_fake: 0.076 +(epoch: 100, iters: 19416, time: 0.290, data: 0.019) G_GAN: 3.896 G_L1: 6.195 D_real: 0.000 D_fake: 0.070 +(epoch: 100, iters: 19516, time: 0.308, data: 0.019) G_GAN: 4.746 G_L1: 4.601 D_real: 0.000 D_fake: 0.189 +(epoch: 100, iters: 19616, time: 0.378, data: 0.018) G_GAN: 4.254 G_L1: 4.935 D_real: 0.004 D_fake: 0.255 +(epoch: 100, iters: 19716, time: 0.299, data: 0.021) G_GAN: 3.723 G_L1: 5.387 D_real: 0.002 D_fake: 0.379 +(epoch: 100, iters: 19816, time: 0.304, data: 0.026) G_GAN: 3.287 G_L1: 3.993 D_real: 0.004 D_fake: 0.376 +(epoch: 100, iters: 19916, time: 0.303, data: 0.020) G_GAN: 3.605 G_L1: 4.577 D_real: 0.001 D_fake: 0.178 +(epoch: 100, iters: 20016, time: 0.418, data: 0.021) G_GAN: 4.640 G_L1: 6.249 D_real: 0.000 D_fake: 0.375 +(epoch: 100, iters: 20116, time: 0.292, data: 0.021) G_GAN: 4.977 G_L1: 4.849 D_real: 0.006 D_fake: 0.231 +(epoch: 100, iters: 20216, time: 0.301, data: 0.020) G_GAN: 4.148 G_L1: 5.773 D_real: 0.000 D_fake: 0.132 +(epoch: 100, iters: 20316, time: 0.298, data: 0.020) G_GAN: 4.224 G_L1: 4.818 D_real: 0.011 D_fake: 0.084 +(epoch: 100, iters: 20416, time: 0.595, data: 0.023) G_GAN: 4.593 G_L1: 7.357 D_real: 0.001 D_fake: 0.047 +(epoch: 100, iters: 20516, time: 0.303, data: 0.020) G_GAN: 4.528 G_L1: 4.954 D_real: 0.002 D_fake: 0.043 +(epoch: 100, iters: 20616, time: 0.303, data: 0.020) G_GAN: 2.737 G_L1: 4.483 D_real: 0.000 D_fake: 0.205 +(epoch: 100, iters: 20716, time: 0.305, data: 0.023) G_GAN: 4.971 G_L1: 5.769 D_real: 0.000 D_fake: 0.083 +(epoch: 100, iters: 20816, time: 0.414, data: 0.019) G_GAN: 4.624 G_L1: 3.832 D_real: 0.000 D_fake: 0.185 +(epoch: 100, iters: 20916, time: 0.301, data: 0.021) G_GAN: 3.273 G_L1: 3.561 D_real: 0.001 D_fake: 0.110 +(epoch: 100, iters: 21016, time: 0.300, data: 0.020) G_GAN: 3.119 G_L1: 5.020 D_real: 0.001 D_fake: 0.118 +(epoch: 100, iters: 21116, time: 0.302, data: 0.019) G_GAN: 4.532 G_L1: 4.865 D_real: 0.010 D_fake: 0.034 +(epoch: 100, iters: 21216, time: 0.400, data: 0.020) G_GAN: 3.501 G_L1: 5.453 D_real: 0.000 D_fake: 0.170 +(epoch: 100, iters: 21316, time: 0.299, data: 0.020) G_GAN: 4.008 G_L1: 11.712 D_real: 0.000 D_fake: 0.229 +(epoch: 100, iters: 21416, time: 0.303, data: 0.018) G_GAN: 4.224 G_L1: 4.765 D_real: 0.000 D_fake: 0.090 +(epoch: 100, iters: 21516, time: 0.298, data: 0.019) G_GAN: 7.368 G_L1: 4.129 D_real: 0.000 D_fake: 0.135 +(epoch: 100, iters: 21616, time: 0.409, data: 0.020) G_GAN: 4.731 G_L1: 6.592 D_real: 0.000 D_fake: 0.196 +(epoch: 100, iters: 21716, time: 0.303, data: 0.019) G_GAN: 5.436 G_L1: 5.271 D_real: 0.000 D_fake: 0.009 +(epoch: 100, iters: 21816, time: 0.306, data: 0.020) G_GAN: 5.037 G_L1: 4.324 D_real: 0.001 D_fake: 0.045 +(epoch: 100, iters: 21916, time: 0.298, data: 0.020) G_GAN: 3.562 G_L1: 5.395 D_real: 0.003 D_fake: 0.157 +(epoch: 100, iters: 22016, time: 0.426, data: 0.019) G_GAN: 4.363 G_L1: 5.138 D_real: 0.000 D_fake: 0.193 +(epoch: 100, iters: 22116, time: 0.301, data: 0.020) G_GAN: 4.500 G_L1: 5.243 D_real: 0.004 D_fake: 0.154 +(epoch: 100, iters: 22216, time: 0.301, data: 0.020) G_GAN: 4.228 G_L1: 4.678 D_real: 0.000 D_fake: 0.040 +(epoch: 100, iters: 22316, time: 0.295, data: 0.020) G_GAN: 3.663 G_L1: 5.085 D_real: 0.003 D_fake: 0.092 +(epoch: 100, iters: 22416, time: 0.631, data: 0.019) G_GAN: 3.467 G_L1: 5.951 D_real: 0.000 D_fake: 0.236 +(epoch: 100, iters: 22516, time: 0.294, data: 0.020) G_GAN: 2.516 G_L1: 4.103 D_real: 0.000 D_fake: 0.300 +(epoch: 100, iters: 22616, time: 0.304, data: 0.017) G_GAN: 4.185 G_L1: 4.692 D_real: 0.000 D_fake: 0.175 +(epoch: 100, iters: 22716, time: 0.301, data: 0.020) G_GAN: 4.231 G_L1: 5.331 D_real: 0.001 D_fake: 0.190 +(epoch: 100, iters: 22816, time: 0.431, data: 0.019) G_GAN: 4.189 G_L1: 6.073 D_real: 0.000 D_fake: 0.135 +(epoch: 100, iters: 22916, time: 0.288, data: 0.020) G_GAN: 3.553 G_L1: 8.585 D_real: 0.000 D_fake: 0.221 +(epoch: 100, iters: 23016, time: 0.300, data: 0.018) G_GAN: 4.625 G_L1: 4.809 D_real: 0.000 D_fake: 0.032 +(epoch: 100, iters: 23116, time: 0.305, data: 0.019) G_GAN: 4.051 G_L1: 5.181 D_real: 0.010 D_fake: 0.048 +(epoch: 100, iters: 23216, time: 0.392, data: 0.019) G_GAN: 3.727 G_L1: 4.760 D_real: 0.002 D_fake: 0.150 +(epoch: 100, iters: 23316, time: 0.299, data: 0.021) G_GAN: 3.705 G_L1: 5.241 D_real: 0.000 D_fake: 0.090 +(epoch: 100, iters: 23416, time: 0.295, data: 0.019) G_GAN: 5.805 G_L1: 4.443 D_real: 0.001 D_fake: 0.154 +(epoch: 100, iters: 23516, time: 0.293, data: 0.019) G_GAN: 1.896 G_L1: 4.003 D_real: 0.000 D_fake: 0.424 +(epoch: 100, iters: 23616, time: 0.425, data: 0.017) G_GAN: 6.776 G_L1: 11.395 D_real: 0.000 D_fake: 0.028 +(epoch: 100, iters: 23716, time: 0.301, data: 0.018) G_GAN: 5.084 G_L1: 4.901 D_real: 0.001 D_fake: 0.283 +(epoch: 100, iters: 23816, time: 0.286, data: 0.018) G_GAN: 5.736 G_L1: 7.786 D_real: 0.000 D_fake: 0.289 +(epoch: 100, iters: 23916, time: 0.291, data: 0.018) G_GAN: 4.416 G_L1: 5.663 D_real: 0.104 D_fake: 0.284 +(epoch: 100, iters: 24016, time: 0.418, data: 0.021) G_GAN: 5.782 G_L1: 6.545 D_real: 0.000 D_fake: 0.124 +(epoch: 100, iters: 24116, time: 0.304, data: 0.017) G_GAN: 6.799 G_L1: 4.755 D_real: 0.002 D_fake: 0.062 +(epoch: 100, iters: 24216, time: 0.302, data: 0.020) G_GAN: 3.974 G_L1: 5.924 D_real: 0.000 D_fake: 0.262 +(epoch: 100, iters: 24316, time: 0.295, data: 0.020) G_GAN: 6.539 G_L1: 6.974 D_real: 0.000 D_fake: 0.050 +(epoch: 100, iters: 24416, time: 0.625, data: 0.020) G_GAN: 4.167 G_L1: 5.668 D_real: 0.000 D_fake: 0.181 +(epoch: 100, iters: 24516, time: 0.301, data: 0.018) G_GAN: 2.939 G_L1: 2.933 D_real: 0.000 D_fake: 0.128 +(epoch: 100, iters: 24616, time: 0.296, data: 0.019) G_GAN: 3.274 G_L1: 2.575 D_real: 0.000 D_fake: 0.212 +(epoch: 100, iters: 24716, time: 0.301, data: 0.018) G_GAN: 4.736 G_L1: 12.477 D_real: 0.000 D_fake: 0.022 +(epoch: 100, iters: 24816, time: 0.419, data: 0.020) G_GAN: 5.127 G_L1: 7.197 D_real: 0.044 D_fake: 0.064 +(epoch: 100, iters: 24916, time: 0.299, data: 0.020) G_GAN: 2.296 G_L1: 4.273 D_real: 0.000 D_fake: 0.269 +(epoch: 100, iters: 25016, time: 0.291, data: 0.020) G_GAN: 4.629 G_L1: 5.453 D_real: 0.000 D_fake: 0.015 +(epoch: 100, iters: 25116, time: 0.305, data: 0.021) G_GAN: 3.102 G_L1: 3.638 D_real: 0.000 D_fake: 0.214 +(epoch: 100, iters: 25216, time: 0.414, data: 0.020) G_GAN: 1.932 G_L1: 5.723 D_real: 0.000 D_fake: 0.313 +(epoch: 100, iters: 25316, time: 0.295, data: 0.019) G_GAN: 3.543 G_L1: 4.246 D_real: 0.001 D_fake: 0.118 +(epoch: 100, iters: 25416, time: 0.299, data: 0.023) G_GAN: 2.535 G_L1: 3.567 D_real: 0.000 D_fake: 0.188 +(epoch: 100, iters: 25516, time: 0.288, data: 0.020) G_GAN: 2.908 G_L1: 4.693 D_real: 0.000 D_fake: 0.191 +(epoch: 100, iters: 25616, time: 0.422, data: 0.018) G_GAN: 3.160 G_L1: 7.297 D_real: 0.000 D_fake: 0.138 +(epoch: 100, iters: 25716, time: 0.297, data: 0.020) G_GAN: 3.671 G_L1: 11.246 D_real: 0.000 D_fake: 0.163 +(epoch: 100, iters: 25816, time: 0.297, data: 0.019) G_GAN: 3.660 G_L1: 4.921 D_real: 0.000 D_fake: 0.095 +(epoch: 100, iters: 25916, time: 0.300, data: 0.021) G_GAN: 2.398 G_L1: 4.407 D_real: 0.000 D_fake: 0.153 +(epoch: 100, iters: 26016, time: 0.418, data: 0.019) G_GAN: 3.153 G_L1: 3.282 D_real: 0.000 D_fake: 0.134 +(epoch: 100, iters: 26116, time: 0.300, data: 0.021) G_GAN: 3.078 G_L1: 8.777 D_real: 0.000 D_fake: 0.235 +(epoch: 100, iters: 26216, time: 0.298, data: 0.021) G_GAN: 3.133 G_L1: 3.606 D_real: 0.000 D_fake: 0.189 +(epoch: 100, iters: 26316, time: 0.293, data: 0.018) G_GAN: 1.696 G_L1: 3.840 D_real: 0.000 D_fake: 0.556 +(epoch: 100, iters: 26416, time: 0.672, data: 0.020) G_GAN: 2.595 G_L1: 8.457 D_real: 0.000 D_fake: 0.210 +(epoch: 100, iters: 26516, time: 0.292, data: 0.018) G_GAN: 3.920 G_L1: 4.867 D_real: 0.000 D_fake: 0.128 +(epoch: 100, iters: 26616, time: 0.300, data: 0.020) G_GAN: 2.669 G_L1: 7.591 D_real: 0.000 D_fake: 0.207 +(epoch: 100, iters: 26716, time: 0.294, data: 0.018) G_GAN: 1.687 G_L1: 4.644 D_real: 0.000 D_fake: 0.452 +(epoch: 100, iters: 26816, time: 0.390, data: 0.021) G_GAN: 2.523 G_L1: 3.633 D_real: 0.000 D_fake: 0.204 +(epoch: 100, iters: 26916, time: 0.293, data: 0.018) G_GAN: 2.862 G_L1: 3.154 D_real: 0.000 D_fake: 0.133 +(epoch: 100, iters: 27016, time: 0.304, data: 0.018) G_GAN: 3.686 G_L1: 5.855 D_real: 0.000 D_fake: 0.044 +(epoch: 100, iters: 27116, time: 0.279, data: 0.019) G_GAN: 1.190 G_L1: 4.509 D_real: 0.000 D_fake: 0.805 +(epoch: 100, iters: 27216, time: 0.427, data: 0.017) G_GAN: 3.082 G_L1: 5.288 D_real: 0.000 D_fake: 0.131 +(epoch: 100, iters: 27316, time: 0.297, data: 0.019) G_GAN: 2.695 G_L1: 4.114 D_real: 0.000 D_fake: 0.194 +(epoch: 100, iters: 27416, time: 0.301, data: 0.023) G_GAN: 2.549 G_L1: 6.531 D_real: 0.000 D_fake: 0.217 +(epoch: 100, iters: 27516, time: 0.297, data: 0.022) G_GAN: 3.357 G_L1: 8.493 D_real: 0.000 D_fake: 0.177 +(epoch: 100, iters: 27616, time: 0.423, data: 0.020) G_GAN: 4.207 G_L1: 10.457 D_real: 0.000 D_fake: 0.093 +(epoch: 100, iters: 27716, time: 0.301, data: 0.020) G_GAN: 2.467 G_L1: 6.780 D_real: 0.000 D_fake: 0.337 +(epoch: 100, iters: 27816, time: 0.304, data: 0.020) G_GAN: 2.500 G_L1: 4.912 D_real: 0.000 D_fake: 0.192 +(epoch: 100, iters: 27916, time: 0.298, data: 0.018) G_GAN: 2.254 G_L1: 4.016 D_real: 0.000 D_fake: 0.310 +(epoch: 100, iters: 28016, time: 0.413, data: 0.018) G_GAN: 2.473 G_L1: 5.792 D_real: 0.000 D_fake: 0.169 +(epoch: 100, iters: 28116, time: 0.299, data: 0.018) G_GAN: 2.529 G_L1: 5.015 D_real: 0.000 D_fake: 0.545 +(epoch: 100, iters: 28216, time: 0.302, data: 0.022) G_GAN: 1.922 G_L1: 4.342 D_real: 0.001 D_fake: 0.885 +(epoch: 100, iters: 28316, time: 0.307, data: 0.019) G_GAN: 2.008 G_L1: 3.567 D_real: 0.000 D_fake: 0.394 +(epoch: 100, iters: 28416, time: 0.651, data: 0.020) G_GAN: 2.217 G_L1: 5.026 D_real: 0.000 D_fake: 0.544 +(epoch: 100, iters: 28516, time: 0.296, data: 0.019) G_GAN: 2.751 G_L1: 6.844 D_real: 0.000 D_fake: 0.304 +(epoch: 100, iters: 28616, time: 0.287, data: 0.022) G_GAN: 2.337 G_L1: 5.187 D_real: 0.000 D_fake: 0.430 +(epoch: 100, iters: 28716, time: 0.299, data: 0.019) G_GAN: 2.077 G_L1: 4.662 D_real: 0.000 D_fake: 0.139 +(epoch: 100, iters: 28816, time: 0.387, data: 0.019) G_GAN: 2.198 G_L1: 4.205 D_real: 0.000 D_fake: 0.341 +(epoch: 100, iters: 28916, time: 0.301, data: 0.017) G_GAN: 2.500 G_L1: 3.777 D_real: 0.000 D_fake: 0.201 +(epoch: 100, iters: 29016, time: 0.298, data: 0.019) G_GAN: 2.473 G_L1: 4.323 D_real: 0.000 D_fake: 0.215 +(epoch: 100, iters: 29116, time: 0.297, data: 0.021) G_GAN: 1.172 G_L1: 4.137 D_real: 0.000 D_fake: 0.636 +(epoch: 100, iters: 29216, time: 0.412, data: 0.020) G_GAN: 2.546 G_L1: 3.979 D_real: 0.000 D_fake: 0.308 +(epoch: 100, iters: 29316, time: 0.305, data: 0.018) G_GAN: 1.924 G_L1: 4.916 D_real: 0.000 D_fake: 0.450 +(epoch: 100, iters: 29416, time: 0.299, data: 0.020) G_GAN: 1.159 G_L1: 3.830 D_real: 0.000 D_fake: 0.818 +(epoch: 100, iters: 29516, time: 0.305, data: 0.021) G_GAN: 2.209 G_L1: 3.663 D_real: 0.000 D_fake: 0.295 +(epoch: 100, iters: 29616, time: 0.424, data: 0.019) G_GAN: 1.624 G_L1: 2.886 D_real: 0.000 D_fake: 0.308 +(epoch: 100, iters: 29716, time: 0.296, data: 0.018) G_GAN: 2.270 G_L1: 4.833 D_real: 0.000 D_fake: 0.407 +(epoch: 100, iters: 29816, time: 0.287, data: 0.019) G_GAN: 2.769 G_L1: 4.543 D_real: 0.001 D_fake: 0.187 +(epoch: 100, iters: 29916, time: 0.294, data: 0.018) G_GAN: 1.265 G_L1: 4.657 D_real: 0.000 D_fake: 0.497 +(epoch: 100, iters: 30016, time: 0.395, data: 0.021) G_GAN: 1.258 G_L1: 3.620 D_real: 0.000 D_fake: 0.739 +(epoch: 100, iters: 30116, time: 0.299, data: 0.018) G_GAN: 1.505 G_L1: 4.520 D_real: 0.000 D_fake: 0.429 +(epoch: 100, iters: 30216, time: 0.295, data: 0.019) G_GAN: 2.120 G_L1: 5.605 D_real: 0.000 D_fake: 0.355 +(epoch: 100, iters: 30316, time: 0.302, data: 0.019) G_GAN: 1.993 G_L1: 3.661 D_real: 0.000 D_fake: 0.245 +(epoch: 100, iters: 30416, time: 0.616, data: 0.018) G_GAN: 2.447 G_L1: 3.952 D_real: 0.000 D_fake: 0.237 +(epoch: 100, iters: 30516, time: 0.300, data: 0.021) G_GAN: 1.651 G_L1: 3.765 D_real: 0.000 D_fake: 0.470 +(epoch: 100, iters: 30616, time: 0.302, data: 0.018) G_GAN: 1.684 G_L1: 5.791 D_real: 0.000 D_fake: 0.666 +(epoch: 100, iters: 30716, time: 0.302, data: 0.022) G_GAN: 3.664 G_L1: 5.635 D_real: 0.000 D_fake: 0.208 +(epoch: 100, iters: 30816, time: 0.400, data: 0.020) G_GAN: 4.407 G_L1: 5.367 D_real: 0.004 D_fake: 0.236 +(epoch: 100, iters: 30916, time: 0.295, data: 0.021) G_GAN: 2.064 G_L1: 4.183 D_real: 0.037 D_fake: 0.300 +(epoch: 100, iters: 31016, time: 0.297, data: 0.020) G_GAN: 2.138 G_L1: 3.751 D_real: 0.000 D_fake: 0.214 +(epoch: 100, iters: 31116, time: 0.294, data: 0.022) G_GAN: 2.411 G_L1: 4.722 D_real: 0.001 D_fake: 0.148 +(epoch: 100, iters: 31216, time: 0.422, data: 0.018) G_GAN: 3.027 G_L1: 5.991 D_real: 0.017 D_fake: 0.089 +(epoch: 100, iters: 31316, time: 0.289, data: 0.020) G_GAN: 1.104 G_L1: 4.581 D_real: 0.000 D_fake: 0.632 +(epoch: 100, iters: 31416, time: 0.291, data: 0.025) G_GAN: 3.341 G_L1: 11.731 D_real: 0.000 D_fake: 0.105 +(epoch: 100, iters: 31516, time: 0.296, data: 0.017) G_GAN: 2.290 G_L1: 6.370 D_real: 0.000 D_fake: 0.256 +(epoch: 100, iters: 31616, time: 0.423, data: 0.018) G_GAN: 2.181 G_L1: 5.372 D_real: 0.000 D_fake: 0.267 +(epoch: 100, iters: 31716, time: 0.297, data: 0.020) G_GAN: 2.972 G_L1: 4.071 D_real: 0.000 D_fake: 0.137 +(epoch: 100, iters: 31816, time: 0.298, data: 0.024) G_GAN: 1.805 G_L1: 4.328 D_real: 0.000 D_fake: 0.469 +(epoch: 100, iters: 31916, time: 0.302, data: 0.019) G_GAN: 2.068 G_L1: 6.799 D_real: 0.001 D_fake: 0.382 +(epoch: 100, iters: 32016, time: 0.415, data: 0.023) G_GAN: 1.627 G_L1: 4.334 D_real: 0.000 D_fake: 0.383 +(epoch: 100, iters: 32116, time: 0.300, data: 0.018) G_GAN: 2.534 G_L1: 9.163 D_real: 0.000 D_fake: 0.354 +(epoch: 100, iters: 32216, time: 0.296, data: 0.019) G_GAN: 1.798 G_L1: 4.343 D_real: 0.000 D_fake: 0.714 +(epoch: 100, iters: 32316, time: 0.302, data: 0.019) G_GAN: 1.409 G_L1: 3.608 D_real: 0.008 D_fake: 0.473 +(epoch: 100, iters: 32416, time: 0.671, data: 0.020) G_GAN: 2.948 G_L1: 4.291 D_real: 0.109 D_fake: 0.212 +(epoch: 100, iters: 32516, time: 0.302, data: 0.020) G_GAN: 5.181 G_L1: 5.517 D_real: 0.204 D_fake: 0.089 +(epoch: 100, iters: 32616, time: 0.286, data: 0.022) G_GAN: 2.918 G_L1: 4.840 D_real: 0.105 D_fake: 0.531 +(epoch: 100, iters: 32716, time: 0.295, data: 0.018) G_GAN: 3.752 G_L1: 4.517 D_real: 0.001 D_fake: 0.258 +(epoch: 100, iters: 32816, time: 0.397, data: 0.020) G_GAN: 3.272 G_L1: 4.640 D_real: 0.442 D_fake: 0.102 +(epoch: 100, iters: 32916, time: 0.309, data: 0.018) G_GAN: 2.040 G_L1: 4.613 D_real: 0.000 D_fake: 0.370 +(epoch: 100, iters: 33016, time: 0.299, data: 0.019) G_GAN: 2.863 G_L1: 5.208 D_real: 0.000 D_fake: 0.234 +(epoch: 100, iters: 33116, time: 0.293, data: 0.019) G_GAN: 2.801 G_L1: 4.588 D_real: 0.000 D_fake: 0.151 +(epoch: 100, iters: 33216, time: 0.417, data: 0.018) G_GAN: 2.398 G_L1: 5.679 D_real: 0.000 D_fake: 0.220 +(epoch: 100, iters: 33316, time: 0.303, data: 0.019) G_GAN: 2.492 G_L1: 6.366 D_real: 0.009 D_fake: 0.470 +(epoch: 100, iters: 33416, time: 0.297, data: 0.019) G_GAN: 2.284 G_L1: 6.753 D_real: 0.002 D_fake: 0.306 +(epoch: 100, iters: 33516, time: 0.289, data: 0.020) G_GAN: 2.303 G_L1: 4.033 D_real: 0.000 D_fake: 0.400 +(epoch: 100, iters: 33616, time: 0.417, data: 0.022) G_GAN: 2.479 G_L1: 3.952 D_real: 0.000 D_fake: 0.203 +(epoch: 100, iters: 33716, time: 0.302, data: 0.018) G_GAN: 1.922 G_L1: 4.923 D_real: 0.000 D_fake: 0.338 +(epoch: 100, iters: 33816, time: 0.306, data: 0.019) G_GAN: 1.875 G_L1: 4.592 D_real: 0.000 D_fake: 0.258 +(epoch: 100, iters: 33916, time: 0.292, data: 0.020) G_GAN: 2.679 G_L1: 5.524 D_real: 0.052 D_fake: 0.344 +(epoch: 100, iters: 34016, time: 0.414, data: 0.023) G_GAN: 3.349 G_L1: 5.389 D_real: 0.074 D_fake: 0.087 +(epoch: 100, iters: 34116, time: 0.296, data: 0.019) G_GAN: 2.533 G_L1: 4.980 D_real: 0.001 D_fake: 0.554 +(epoch: 100, iters: 34216, time: 0.292, data: 0.019) G_GAN: 3.040 G_L1: 4.502 D_real: 0.032 D_fake: 0.174 +(epoch: 100, iters: 34316, time: 0.298, data: 0.019) G_GAN: 2.065 G_L1: 4.369 D_real: 0.000 D_fake: 0.334 +(epoch: 100, iters: 34416, time: 0.671, data: 0.022) G_GAN: 1.434 G_L1: 4.611 D_real: 0.000 D_fake: 0.551 +(epoch: 100, iters: 34516, time: 0.303, data: 0.021) G_GAN: 1.861 G_L1: 3.852 D_real: 0.006 D_fake: 0.569 +(epoch: 100, iters: 34616, time: 0.299, data: 0.019) G_GAN: 2.849 G_L1: 4.948 D_real: 0.007 D_fake: 0.221 +(epoch: 100, iters: 34716, time: 0.301, data: 0.020) G_GAN: 2.468 G_L1: 5.170 D_real: 0.000 D_fake: 0.388 +(epoch: 100, iters: 34816, time: 0.416, data: 0.024) G_GAN: 1.125 G_L1: 4.075 D_real: 0.284 D_fake: 0.894 +(epoch: 100, iters: 34916, time: 0.293, data: 0.018) G_GAN: 1.932 G_L1: 4.228 D_real: 0.033 D_fake: 0.343 +(epoch: 100, iters: 35016, time: 0.302, data: 0.018) G_GAN: 2.907 G_L1: 4.496 D_real: 0.001 D_fake: 0.302 +(epoch: 100, iters: 35116, time: 0.295, data: 0.021) G_GAN: 1.879 G_L1: 4.721 D_real: 0.000 D_fake: 0.359 +(epoch: 100, iters: 35216, time: 0.417, data: 0.021) G_GAN: 2.943 G_L1: 4.451 D_real: 0.000 D_fake: 0.285 +(epoch: 100, iters: 35316, time: 0.294, data: 0.018) G_GAN: 2.716 G_L1: 5.792 D_real: 0.003 D_fake: 0.307 +(epoch: 100, iters: 35416, time: 0.288, data: 0.018) G_GAN: 3.281 G_L1: 3.216 D_real: 0.012 D_fake: 0.220 +(epoch: 100, iters: 35516, time: 0.304, data: 0.028) G_GAN: 2.917 G_L1: 2.892 D_real: 0.046 D_fake: 0.320 +(epoch: 100, iters: 35616, time: 0.413, data: 0.019) G_GAN: 4.729 G_L1: 3.603 D_real: 0.003 D_fake: 0.027 +(epoch: 100, iters: 35716, time: 0.293, data: 0.018) G_GAN: 2.724 G_L1: 3.538 D_real: 0.423 D_fake: 0.320 +(epoch: 100, iters: 35816, time: 0.302, data: 0.018) G_GAN: 4.414 G_L1: 3.964 D_real: 0.166 D_fake: 0.180 +(epoch: 100, iters: 35916, time: 0.294, data: 0.020) G_GAN: 3.512 G_L1: 5.944 D_real: 0.003 D_fake: 0.090 +(epoch: 100, iters: 36016, time: 0.391, data: 0.019) G_GAN: 4.541 G_L1: 4.619 D_real: 0.380 D_fake: 0.142 +(epoch: 100, iters: 36116, time: 0.291, data: 0.018) G_GAN: 5.272 G_L1: 3.917 D_real: 0.237 D_fake: 0.043 +(epoch: 100, iters: 36216, time: 0.289, data: 0.019) G_GAN: 4.312 G_L1: 6.349 D_real: 0.134 D_fake: 0.040 +(epoch: 100, iters: 36316, time: 0.301, data: 0.023) G_GAN: 5.040 G_L1: 4.831 D_real: 0.020 D_fake: 0.070 +(epoch: 100, iters: 36416, time: 0.681, data: 0.020) G_GAN: 5.085 G_L1: 6.343 D_real: 0.014 D_fake: 0.086 +(epoch: 100, iters: 36516, time: 0.288, data: 0.022) G_GAN: 4.668 G_L1: 3.850 D_real: 0.044 D_fake: 0.053 +(epoch: 100, iters: 36616, time: 0.295, data: 0.019) G_GAN: 3.110 G_L1: 4.059 D_real: 0.004 D_fake: 0.233 +(epoch: 100, iters: 36716, time: 0.297, data: 0.023) G_GAN: 4.550 G_L1: 3.520 D_real: 0.011 D_fake: 0.034 +(epoch: 100, iters: 36816, time: 0.399, data: 0.023) G_GAN: 3.972 G_L1: 3.808 D_real: 0.750 D_fake: 0.182 +(epoch: 100, iters: 36916, time: 0.292, data: 0.018) G_GAN: 4.573 G_L1: 7.218 D_real: 0.002 D_fake: 0.090 +(epoch: 100, iters: 37016, time: 0.305, data: 0.021) G_GAN: 4.168 G_L1: 3.523 D_real: 0.068 D_fake: 0.056 +(epoch: 100, iters: 37116, time: 0.302, data: 0.019) G_GAN: 3.976 G_L1: 3.775 D_real: 0.003 D_fake: 0.201 +(epoch: 100, iters: 37216, time: 0.428, data: 0.020) G_GAN: 4.381 G_L1: 6.623 D_real: 0.179 D_fake: 0.031 +(epoch: 100, iters: 37316, time: 0.300, data: 0.020) G_GAN: 5.336 G_L1: 3.148 D_real: 0.031 D_fake: 0.072 +(epoch: 100, iters: 37416, time: 0.301, data: 0.022) G_GAN: 4.089 G_L1: 2.766 D_real: 0.048 D_fake: 0.174 +(epoch: 100, iters: 37516, time: 0.304, data: 0.022) G_GAN: 4.666 G_L1: 3.281 D_real: 0.088 D_fake: 0.040 +(epoch: 100, iters: 37616, time: 0.422, data: 0.020) G_GAN: 5.200 G_L1: 8.217 D_real: 0.030 D_fake: 0.076 +(epoch: 100, iters: 37716, time: 0.308, data: 0.019) G_GAN: 5.771 G_L1: 6.153 D_real: 0.007 D_fake: 0.024 +(epoch: 100, iters: 37816, time: 0.299, data: 0.020) G_GAN: 3.716 G_L1: 3.327 D_real: 0.068 D_fake: 0.094 +(epoch: 100, iters: 37916, time: 0.297, data: 0.020) G_GAN: 4.611 G_L1: 4.084 D_real: 0.012 D_fake: 0.237 +(epoch: 100, iters: 38016, time: 0.416, data: 0.019) G_GAN: 5.480 G_L1: 5.907 D_real: 0.032 D_fake: 0.013 +(epoch: 100, iters: 38116, time: 0.283, data: 0.018) G_GAN: 6.739 G_L1: 8.466 D_real: 0.002 D_fake: 0.042 +(epoch: 100, iters: 38216, time: 0.296, data: 0.016) G_GAN: 4.373 G_L1: 5.675 D_real: 0.077 D_fake: 0.243 +(epoch: 100, iters: 38316, time: 0.292, data: 0.020) G_GAN: 2.907 G_L1: 3.066 D_real: 0.121 D_fake: 0.460 +(epoch: 100, iters: 38416, time: 0.656, data: 0.020) G_GAN: 5.656 G_L1: 4.288 D_real: 0.033 D_fake: 0.015 +(epoch: 100, iters: 38516, time: 0.295, data: 0.020) G_GAN: 4.431 G_L1: 3.664 D_real: 0.015 D_fake: 0.090 +(epoch: 100, iters: 38616, time: 0.297, data: 0.022) G_GAN: 4.258 G_L1: 5.068 D_real: 0.011 D_fake: 0.051 +(epoch: 100, iters: 38716, time: 0.282, data: 0.020) G_GAN: 4.076 G_L1: 3.478 D_real: 0.024 D_fake: 0.125 +(epoch: 100, iters: 38816, time: 0.398, data: 0.017) G_GAN: 4.659 G_L1: 4.398 D_real: 0.002 D_fake: 0.041 +(epoch: 100, iters: 38916, time: 0.292, data: 0.019) G_GAN: 5.421 G_L1: 3.919 D_real: 0.239 D_fake: 0.053 +(epoch: 100, iters: 39016, time: 0.285, data: 0.018) G_GAN: 3.948 G_L1: 3.114 D_real: 0.681 D_fake: 0.029 +(epoch: 100, iters: 39116, time: 0.288, data: 0.020) G_GAN: 3.762 G_L1: 3.148 D_real: 0.068 D_fake: 0.109 +(epoch: 100, iters: 39216, time: 0.412, data: 0.018) G_GAN: 4.627 G_L1: 5.555 D_real: 0.004 D_fake: 0.382 +(epoch: 100, iters: 39316, time: 0.259, data: 0.018) G_GAN: 4.734 G_L1: 4.570 D_real: 0.004 D_fake: 0.038 +(epoch: 100, iters: 39416, time: 0.286, data: 0.015) G_GAN: 3.672 G_L1: 2.814 D_real: 0.011 D_fake: 0.115 +(epoch: 100, iters: 39516, time: 0.275, data: 0.019) G_GAN: 2.534 G_L1: 3.967 D_real: 0.261 D_fake: 0.397 +(epoch: 100, iters: 39616, time: 0.400, data: 0.018) G_GAN: 3.709 G_L1: 3.972 D_real: 0.000 D_fake: 0.092 +(epoch: 100, iters: 39716, time: 0.266, data: 0.017) G_GAN: 5.661 G_L1: 3.313 D_real: 0.119 D_fake: 0.035 +(epoch: 100, iters: 39816, time: 0.293, data: 0.014) G_GAN: 3.903 G_L1: 3.748 D_real: 0.000 D_fake: 0.058 +(epoch: 100, iters: 39916, time: 0.264, data: 0.019) G_GAN: 4.057 G_L1: 4.147 D_real: 0.114 D_fake: 0.056 +(epoch: 100, iters: 40016, time: 0.401, data: 0.016) G_GAN: 5.752 G_L1: 6.595 D_real: 0.013 D_fake: 0.025 +(epoch: 100, iters: 40116, time: 0.254, data: 0.018) G_GAN: 3.203 G_L1: 5.227 D_real: 0.009 D_fake: 0.302 +(epoch: 100, iters: 40216, time: 0.255, data: 0.015) G_GAN: 6.438 G_L1: 4.906 D_real: 0.004 D_fake: 0.010 +(epoch: 100, iters: 40316, time: 0.277, data: 0.013) G_GAN: 7.645 G_L1: 4.109 D_real: 0.078 D_fake: 0.004 +(epoch: 100, iters: 40416, time: 0.613, data: 0.016) G_GAN: 4.777 G_L1: 4.673 D_real: 0.045 D_fake: 0.063 +(epoch: 100, iters: 40516, time: 0.277, data: 0.016) G_GAN: 6.649 G_L1: 5.354 D_real: 0.064 D_fake: 0.006 +(epoch: 100, iters: 40616, time: 0.283, data: 0.016) G_GAN: 4.239 G_L1: 5.307 D_real: 0.080 D_fake: 0.114 +(epoch: 100, iters: 40716, time: 0.264, data: 0.018) G_GAN: 4.151 G_L1: 6.000 D_real: 0.039 D_fake: 0.120 +(epoch: 100, iters: 40816, time: 0.404, data: 0.016) G_GAN: 4.971 G_L1: 4.172 D_real: 0.136 D_fake: 0.043 +(epoch: 100, iters: 40916, time: 0.266, data: 0.018) G_GAN: 5.267 G_L1: 3.757 D_real: 0.044 D_fake: 0.055 +(epoch: 100, iters: 41016, time: 0.296, data: 0.016) G_GAN: 4.039 G_L1: 3.626 D_real: 0.697 D_fake: 0.089 +(epoch: 100, iters: 41116, time: 0.267, data: 0.021) G_GAN: 4.171 G_L1: 3.608 D_real: 0.280 D_fake: 0.028 +(epoch: 100, iters: 41216, time: 0.397, data: 0.016) G_GAN: 4.469 G_L1: 5.224 D_real: 0.168 D_fake: 0.071 +(epoch: 100, iters: 41316, time: 0.289, data: 0.017) G_GAN: 5.593 G_L1: 6.191 D_real: 0.022 D_fake: 0.051 +(epoch: 100, iters: 41416, time: 0.294, data: 0.020) G_GAN: 4.374 G_L1: 4.351 D_real: 0.220 D_fake: 0.065 +(epoch: 100, iters: 41516, time: 0.294, data: 0.018) G_GAN: 3.835 G_L1: 4.378 D_real: 0.270 D_fake: 0.089 +(epoch: 100, iters: 41616, time: 0.419, data: 0.017) G_GAN: 3.943 G_L1: 4.478 D_real: 0.029 D_fake: 0.078 +(epoch: 100, iters: 41716, time: 0.275, data: 0.017) G_GAN: 2.377 G_L1: 3.245 D_real: 0.118 D_fake: 0.427 +(epoch: 100, iters: 41816, time: 0.296, data: 0.017) G_GAN: 3.522 G_L1: 4.853 D_real: 0.030 D_fake: 0.107 +(epoch: 100, iters: 41916, time: 0.291, data: 0.020) G_GAN: 3.543 G_L1: 2.938 D_real: 0.005 D_fake: 0.575 +(epoch: 100, iters: 42016, time: 0.368, data: 0.019) G_GAN: 3.116 G_L1: 3.707 D_real: 0.136 D_fake: 0.146 +(epoch: 100, iters: 42116, time: 0.288, data: 0.015) G_GAN: 3.786 G_L1: 3.900 D_real: 0.193 D_fake: 0.108 +(epoch: 100, iters: 42216, time: 0.292, data: 0.017) G_GAN: 4.787 G_L1: 3.796 D_real: 0.071 D_fake: 0.120 +(epoch: 100, iters: 42316, time: 0.288, data: 0.019) G_GAN: 5.704 G_L1: 3.126 D_real: 0.907 D_fake: 0.028 +(epoch: 100, iters: 42416, time: 0.529, data: 0.017) G_GAN: 4.170 G_L1: 3.434 D_real: 0.046 D_fake: 0.215 +(epoch: 100, iters: 42516, time: 0.293, data: 0.013) G_GAN: 3.312 G_L1: 5.292 D_real: 0.375 D_fake: 0.540 +(epoch: 100, iters: 42616, time: 0.275, data: 0.023) G_GAN: 3.275 G_L1: 2.904 D_real: 0.310 D_fake: 0.079 +(epoch: 100, iters: 42716, time: 0.302, data: 0.016) G_GAN: 3.693 G_L1: 3.128 D_real: 0.225 D_fake: 0.162 +(epoch: 100, iters: 42816, time: 0.408, data: 0.018) G_GAN: 5.246 G_L1: 3.611 D_real: 0.039 D_fake: 0.029 +(epoch: 100, iters: 42916, time: 0.284, data: 0.023) G_GAN: 6.756 G_L1: 8.135 D_real: 0.011 D_fake: 0.009 +(epoch: 100, iters: 43016, time: 0.283, data: 0.017) G_GAN: 4.112 G_L1: 4.297 D_real: 0.005 D_fake: 0.063 +(epoch: 100, iters: 43116, time: 0.291, data: 0.017) G_GAN: 3.529 G_L1: 2.608 D_real: 0.077 D_fake: 0.096 +(epoch: 100, iters: 43216, time: 0.386, data: 0.016) G_GAN: 3.499 G_L1: 3.287 D_real: 0.013 D_fake: 0.151 +(epoch: 100, iters: 43316, time: 0.285, data: 0.020) G_GAN: 3.852 G_L1: 3.658 D_real: 0.055 D_fake: 0.043 +(epoch: 100, iters: 43416, time: 0.291, data: 0.017) G_GAN: 5.110 G_L1: 4.504 D_real: 0.076 D_fake: 0.085 +(epoch: 100, iters: 43516, time: 0.291, data: 0.018) G_GAN: 3.476 G_L1: 5.324 D_real: 0.014 D_fake: 0.387 +(epoch: 100, iters: 43616, time: 0.396, data: 0.017) G_GAN: 3.690 G_L1: 2.581 D_real: 0.077 D_fake: 0.072 +(epoch: 100, iters: 43716, time: 0.290, data: 0.019) G_GAN: 4.626 G_L1: 3.187 D_real: 0.003 D_fake: 0.129 +(epoch: 100, iters: 43816, time: 0.287, data: 0.018) G_GAN: 4.333 G_L1: 3.519 D_real: 0.043 D_fake: 0.076 +(epoch: 100, iters: 43916, time: 0.305, data: 0.018) G_GAN: 5.045 G_L1: 3.600 D_real: 0.077 D_fake: 0.036 +(epoch: 100, iters: 44016, time: 0.412, data: 0.020) G_GAN: 3.234 G_L1: 5.154 D_real: 0.108 D_fake: 0.119 +(epoch: 100, iters: 44116, time: 0.291, data: 0.019) G_GAN: 4.968 G_L1: 6.916 D_real: 0.031 D_fake: 0.036 +(epoch: 100, iters: 44216, time: 0.288, data: 0.033) G_GAN: 3.557 G_L1: 3.671 D_real: 0.075 D_fake: 0.093 +(epoch: 100, iters: 44316, time: 0.296, data: 0.017) G_GAN: 2.759 G_L1: 2.551 D_real: 0.184 D_fake: 0.210 +(epoch: 100, iters: 44416, time: 0.550, data: 0.021) G_GAN: 2.939 G_L1: 3.017 D_real: 0.080 D_fake: 0.322 +(epoch: 100, iters: 44516, time: 0.283, data: 0.017) G_GAN: 4.041 G_L1: 6.092 D_real: 0.051 D_fake: 0.093 +(epoch: 100, iters: 44616, time: 0.303, data: 0.020) G_GAN: 4.204 G_L1: 3.284 D_real: 0.088 D_fake: 0.077 +(epoch: 100, iters: 44716, time: 0.302, data: 0.020) G_GAN: 4.319 G_L1: 3.707 D_real: 0.024 D_fake: 0.100 +(epoch: 100, iters: 44816, time: 0.384, data: 0.020) G_GAN: 3.320 G_L1: 5.082 D_real: 0.004 D_fake: 0.123 +(epoch: 100, iters: 44916, time: 0.294, data: 0.018) G_GAN: 4.340 G_L1: 4.491 D_real: 0.279 D_fake: 0.099 +(epoch: 100, iters: 45016, time: 0.304, data: 0.020) G_GAN: 3.495 G_L1: 4.020 D_real: 0.043 D_fake: 0.077 +(epoch: 100, iters: 45116, time: 0.277, data: 0.021) G_GAN: 4.167 G_L1: 3.825 D_real: 0.007 D_fake: 0.095 +(epoch: 100, iters: 45216, time: 0.411, data: 0.018) G_GAN: 3.582 G_L1: 3.840 D_real: 0.395 D_fake: 0.129 +(epoch: 100, iters: 45316, time: 0.277, data: 0.018) G_GAN: 3.460 G_L1: 3.480 D_real: 0.307 D_fake: 0.202 +(epoch: 100, iters: 45416, time: 0.290, data: 0.019) G_GAN: 3.660 G_L1: 4.992 D_real: 0.275 D_fake: 0.057 +(epoch: 100, iters: 45516, time: 0.299, data: 0.020) G_GAN: 3.200 G_L1: 3.847 D_real: 0.219 D_fake: 0.159 +(epoch: 100, iters: 45616, time: 0.406, data: 0.020) G_GAN: 4.643 G_L1: 4.311 D_real: 0.053 D_fake: 0.104 +(epoch: 100, iters: 45716, time: 0.296, data: 0.017) G_GAN: 3.940 G_L1: 4.400 D_real: 0.005 D_fake: 0.191 +(epoch: 100, iters: 45816, time: 0.304, data: 0.019) G_GAN: 4.450 G_L1: 3.545 D_real: 0.211 D_fake: 0.066 +(epoch: 100, iters: 45916, time: 0.289, data: 0.019) G_GAN: 3.857 G_L1: 3.874 D_real: 0.139 D_fake: 0.361 +(epoch: 100, iters: 46016, time: 0.401, data: 0.020) G_GAN: 4.539 G_L1: 3.900 D_real: 0.146 D_fake: 0.136 +(epoch: 100, iters: 46116, time: 0.297, data: 0.020) G_GAN: 3.372 G_L1: 3.356 D_real: 0.149 D_fake: 0.080 +(epoch: 100, iters: 46216, time: 0.299, data: 0.021) G_GAN: 3.898 G_L1: 4.816 D_real: 0.492 D_fake: 0.064 +(epoch: 100, iters: 46316, time: 0.290, data: 0.018) G_GAN: 2.902 G_L1: 4.816 D_real: 0.024 D_fake: 0.309 +(epoch: 100, iters: 46416, time: 0.634, data: 0.018) G_GAN: 4.447 G_L1: 2.951 D_real: 0.153 D_fake: 0.063 +(epoch: 100, iters: 46516, time: 0.304, data: 0.018) G_GAN: 4.190 G_L1: 2.711 D_real: 0.019 D_fake: 0.050 +(epoch: 100, iters: 46616, time: 0.296, data: 0.021) G_GAN: 4.402 G_L1: 4.926 D_real: 0.003 D_fake: 0.052 +(epoch: 100, iters: 46716, time: 0.291, data: 0.023) G_GAN: 3.998 G_L1: 2.343 D_real: 0.227 D_fake: 0.106 +(epoch: 100, iters: 46816, time: 0.410, data: 0.017) G_GAN: 4.185 G_L1: 3.375 D_real: 0.272 D_fake: 0.071 +(epoch: 100, iters: 46916, time: 0.300, data: 0.017) G_GAN: 4.457 G_L1: 5.214 D_real: 0.012 D_fake: 0.768 +(epoch: 100, iters: 47016, time: 0.297, data: 0.021) G_GAN: 3.678 G_L1: 3.133 D_real: 0.059 D_fake: 0.207 +(epoch: 100, iters: 47116, time: 0.295, data: 0.021) G_GAN: 3.311 G_L1: 4.501 D_real: 0.067 D_fake: 0.200 +(epoch: 100, iters: 47216, time: 0.388, data: 0.019) G_GAN: 4.101 G_L1: 3.470 D_real: 0.059 D_fake: 0.083 +(epoch: 100, iters: 47316, time: 0.310, data: 0.020) G_GAN: 3.705 G_L1: 4.863 D_real: 0.016 D_fake: 0.119 +(epoch: 100, iters: 47416, time: 0.297, data: 0.021) G_GAN: 3.103 G_L1: 3.124 D_real: 0.226 D_fake: 0.113 +(epoch: 100, iters: 47516, time: 0.288, data: 0.018) G_GAN: 2.883 G_L1: 2.998 D_real: 0.191 D_fake: 0.310 +(epoch: 100, iters: 47616, time: 0.413, data: 0.018) G_GAN: 3.208 G_L1: 3.343 D_real: 0.567 D_fake: 0.199 +(epoch: 100, iters: 47716, time: 0.299, data: 0.020) G_GAN: 5.835 G_L1: 4.078 D_real: 0.019 D_fake: 0.014 +(epoch: 100, iters: 47816, time: 0.298, data: 0.020) G_GAN: 6.042 G_L1: 5.366 D_real: 0.059 D_fake: 0.024 +(epoch: 100, iters: 47916, time: 0.300, data: 0.020) G_GAN: 3.624 G_L1: 3.032 D_real: 0.149 D_fake: 0.137 +(epoch: 100, iters: 48016, time: 0.361, data: 0.022) G_GAN: 3.657 G_L1: 3.864 D_real: 0.009 D_fake: 0.131 +(epoch: 100, iters: 48116, time: 0.305, data: 0.017) G_GAN: 4.018 G_L1: 4.571 D_real: 0.030 D_fake: 0.059 +(epoch: 100, iters: 48216, time: 0.280, data: 0.021) G_GAN: 4.007 G_L1: 2.393 D_real: 0.114 D_fake: 0.045 +(epoch: 100, iters: 48316, time: 0.285, data: 0.017) G_GAN: 3.138 G_L1: 3.299 D_real: 0.020 D_fake: 0.146 +(epoch: 100, iters: 48416, time: 0.646, data: 0.020) G_GAN: 4.494 G_L1: 4.627 D_real: 0.172 D_fake: 0.133 +(epoch: 100, iters: 48516, time: 0.295, data: 0.019) G_GAN: 4.044 G_L1: 3.936 D_real: 0.019 D_fake: 0.053 +(epoch: 100, iters: 48616, time: 0.301, data: 0.020) G_GAN: 4.032 G_L1: 2.857 D_real: 0.041 D_fake: 0.083 +(epoch: 100, iters: 48716, time: 0.288, data: 0.019) G_GAN: 6.632 G_L1: 5.276 D_real: 0.008 D_fake: 0.020 +(epoch: 100, iters: 48816, time: 0.423, data: 0.018) G_GAN: 3.721 G_L1: 2.723 D_real: 0.111 D_fake: 0.064 +(epoch: 100, iters: 48916, time: 0.304, data: 0.022) G_GAN: 4.438 G_L1: 6.192 D_real: 0.153 D_fake: 0.079 +(epoch: 100, iters: 49016, time: 0.296, data: 0.019) G_GAN: 4.510 G_L1: 3.668 D_real: 0.243 D_fake: 0.167 +(epoch: 100, iters: 49116, time: 0.292, data: 0.019) G_GAN: 4.624 G_L1: 5.272 D_real: 0.007 D_fake: 0.160 +(epoch: 100, iters: 49216, time: 0.402, data: 0.021) G_GAN: 4.215 G_L1: 4.673 D_real: 0.115 D_fake: 0.118 +(epoch: 100, iters: 49316, time: 0.293, data: 0.016) G_GAN: 3.969 G_L1: 6.013 D_real: 0.266 D_fake: 0.101 +(epoch: 100, iters: 49416, time: 0.290, data: 0.017) G_GAN: 3.116 G_L1: 3.263 D_real: 0.418 D_fake: 0.063 +(epoch: 100, iters: 49516, time: 0.294, data: 0.017) G_GAN: 3.264 G_L1: 4.182 D_real: 0.091 D_fake: 0.141 +(epoch: 100, iters: 49616, time: 0.376, data: 0.018) G_GAN: 4.862 G_L1: 3.412 D_real: 0.090 D_fake: 0.090 +(epoch: 100, iters: 49716, time: 0.289, data: 0.017) G_GAN: 4.019 G_L1: 3.611 D_real: 0.020 D_fake: 0.057 +(epoch: 100, iters: 49816, time: 0.277, data: 0.018) G_GAN: 5.158 G_L1: 3.168 D_real: 0.009 D_fake: 0.023 +(epoch: 100, iters: 49916, time: 0.287, data: 0.017) G_GAN: 4.138 G_L1: 4.910 D_real: 0.011 D_fake: 0.097 +(epoch: 100, iters: 50016, time: 0.412, data: 0.020) G_GAN: 3.736 G_L1: 4.049 D_real: 0.073 D_fake: 0.125 +(epoch: 100, iters: 50116, time: 0.296, data: 0.018) G_GAN: 4.180 G_L1: 4.872 D_real: 0.049 D_fake: 0.087 +(epoch: 100, iters: 50216, time: 0.283, data: 0.018) G_GAN: 3.239 G_L1: 4.681 D_real: 0.051 D_fake: 0.150 +(epoch: 100, iters: 50316, time: 0.274, data: 0.017) G_GAN: 3.526 G_L1: 3.136 D_real: 0.024 D_fake: 0.130 +(epoch: 100, iters: 50416, time: 0.565, data: 0.016) G_GAN: 4.693 G_L1: 3.332 D_real: 0.124 D_fake: 0.126 +(epoch: 100, iters: 50516, time: 0.302, data: 0.017) G_GAN: 4.216 G_L1: 3.236 D_real: 0.021 D_fake: 0.067 +(epoch: 100, iters: 50616, time: 0.283, data: 0.019) G_GAN: 3.882 G_L1: 3.988 D_real: 0.009 D_fake: 0.133 +(epoch: 100, iters: 50716, time: 0.296, data: 0.017) G_GAN: 4.051 G_L1: 4.607 D_real: 0.012 D_fake: 0.093 +(epoch: 100, iters: 50816, time: 0.416, data: 0.019) G_GAN: 3.365 G_L1: 2.725 D_real: 0.136 D_fake: 0.096 +(epoch: 100, iters: 50916, time: 0.304, data: 0.019) G_GAN: 4.491 G_L1: 4.742 D_real: 0.015 D_fake: 0.190 +(epoch: 100, iters: 51016, time: 0.293, data: 0.020) G_GAN: 4.119 G_L1: 3.357 D_real: 0.315 D_fake: 0.034 +(epoch: 100, iters: 51116, time: 0.287, data: 0.020) G_GAN: 3.422 G_L1: 2.633 D_real: 0.102 D_fake: 0.167 +(epoch: 100, iters: 51216, time: 0.376, data: 0.017) G_GAN: 5.490 G_L1: 6.612 D_real: 0.066 D_fake: 0.061 +(epoch: 100, iters: 51316, time: 0.281, data: 0.018) G_GAN: 5.834 G_L1: 3.462 D_real: 0.174 D_fake: 0.031 +(epoch: 100, iters: 51416, time: 0.277, data: 0.017) G_GAN: 3.039 G_L1: 4.137 D_real: 0.041 D_fake: 0.218 +(epoch: 100, iters: 51516, time: 0.271, data: 0.017) G_GAN: 3.921 G_L1: 3.519 D_real: 0.041 D_fake: 0.101 +(epoch: 100, iters: 51616, time: 0.423, data: 0.015) G_GAN: 4.516 G_L1: 7.202 D_real: 0.086 D_fake: 0.061 +(epoch: 100, iters: 51716, time: 0.293, data: 0.018) G_GAN: 4.979 G_L1: 4.138 D_real: 0.032 D_fake: 0.038 +(epoch: 100, iters: 51816, time: 0.284, data: 0.019) G_GAN: 5.942 G_L1: 5.270 D_real: 0.004 D_fake: 0.014 +(epoch: 100, iters: 51916, time: 0.289, data: 0.020) G_GAN: 4.231 G_L1: 3.543 D_real: 0.066 D_fake: 0.055 +(epoch: 100, iters: 52016, time: 0.397, data: 0.016) G_GAN: 4.849 G_L1: 3.388 D_real: 0.105 D_fake: 0.021 +(epoch: 100, iters: 52116, time: 0.295, data: 0.019) G_GAN: 4.442 G_L1: 2.976 D_real: 0.045 D_fake: 0.109 +(epoch: 100, iters: 52216, time: 0.268, data: 0.021) G_GAN: 5.377 G_L1: 3.273 D_real: 0.049 D_fake: 0.027 +(epoch: 100, iters: 52316, time: 0.288, data: 0.018) G_GAN: 4.652 G_L1: 3.855 D_real: 0.264 D_fake: 0.016 +(epoch: 100, iters: 52416, time: 0.617, data: 0.018) G_GAN: 4.252 G_L1: 3.103 D_real: 0.160 D_fake: 0.088 +(epoch: 100, iters: 52516, time: 0.288, data: 0.017) G_GAN: 3.982 G_L1: 2.419 D_real: 0.063 D_fake: 0.065 +(epoch: 100, iters: 52616, time: 0.287, data: 0.017) G_GAN: 3.565 G_L1: 3.132 D_real: 0.076 D_fake: 0.073 +(epoch: 100, iters: 52716, time: 0.294, data: 0.017) G_GAN: 4.531 G_L1: 3.975 D_real: 0.015 D_fake: 0.032 +(epoch: 100, iters: 52816, time: 0.379, data: 0.019) G_GAN: 4.021 G_L1: 4.033 D_real: 0.569 D_fake: 0.034 +(epoch: 100, iters: 52916, time: 0.299, data: 0.018) G_GAN: 3.693 G_L1: 4.668 D_real: 0.022 D_fake: 0.128 +(epoch: 100, iters: 53016, time: 0.279, data: 0.018) G_GAN: 3.726 G_L1: 2.702 D_real: 0.499 D_fake: 0.174 +(epoch: 100, iters: 53116, time: 0.290, data: 0.016) G_GAN: 3.739 G_L1: 3.215 D_real: 0.124 D_fake: 0.111 +(epoch: 100, iters: 53216, time: 0.402, data: 0.016) G_GAN: 3.794 G_L1: 3.286 D_real: 0.046 D_fake: 0.077 +(epoch: 100, iters: 53316, time: 0.293, data: 0.018) G_GAN: 4.268 G_L1: 3.492 D_real: 0.104 D_fake: 0.050 +(epoch: 100, iters: 53416, time: 0.293, data: 0.017) G_GAN: 4.395 G_L1: 3.827 D_real: 0.104 D_fake: 0.041 +(epoch: 100, iters: 53516, time: 0.301, data: 0.019) G_GAN: 4.807 G_L1: 3.650 D_real: 0.098 D_fake: 0.024 +(epoch: 100, iters: 53616, time: 0.420, data: 0.019) G_GAN: 2.456 G_L1: 2.924 D_real: 0.422 D_fake: 0.215 +(epoch: 100, iters: 53716, time: 0.303, data: 0.019) G_GAN: 3.759 G_L1: 3.162 D_real: 0.030 D_fake: 0.066 +(epoch: 100, iters: 53816, time: 0.276, data: 0.019) G_GAN: 4.967 G_L1: 4.820 D_real: 0.192 D_fake: 0.055 +(epoch: 100, iters: 53916, time: 0.303, data: 0.016) G_GAN: 5.676 G_L1: 4.056 D_real: 0.031 D_fake: 0.028 +(epoch: 100, iters: 54016, time: 0.417, data: 0.020) G_GAN: 5.585 G_L1: 4.021 D_real: 0.030 D_fake: 0.274 +(epoch: 100, iters: 54116, time: 0.294, data: 0.020) G_GAN: 4.995 G_L1: 4.752 D_real: 0.030 D_fake: 0.030 +(epoch: 100, iters: 54216, time: 0.287, data: 0.018) G_GAN: 3.922 G_L1: 3.502 D_real: 0.007 D_fake: 0.145 +(epoch: 100, iters: 54316, time: 0.292, data: 0.018) G_GAN: 3.202 G_L1: 3.721 D_real: 0.219 D_fake: 0.344 +(epoch: 100, iters: 54416, time: 0.611, data: 0.019) G_GAN: 4.154 G_L1: 3.229 D_real: 0.077 D_fake: 0.075 +(epoch: 100, iters: 54516, time: 0.288, data: 0.019) G_GAN: 4.705 G_L1: 3.841 D_real: 0.008 D_fake: 0.027 +(epoch: 100, iters: 54616, time: 0.294, data: 0.020) G_GAN: 3.781 G_L1: 3.355 D_real: 0.023 D_fake: 0.076 +(epoch: 100, iters: 54716, time: 0.265, data: 0.020) G_GAN: 3.654 G_L1: 2.966 D_real: 0.085 D_fake: 0.054 +(epoch: 100, iters: 54816, time: 0.401, data: 0.018) G_GAN: 3.710 G_L1: 3.893 D_real: 0.020 D_fake: 0.246 +(epoch: 100, iters: 54916, time: 0.297, data: 0.019) G_GAN: 5.296 G_L1: 6.419 D_real: 0.032 D_fake: 0.071 +(epoch: 100, iters: 55016, time: 0.295, data: 0.031) G_GAN: 4.568 G_L1: 4.871 D_real: 0.316 D_fake: 0.069 +(epoch: 100, iters: 55116, time: 0.301, data: 0.019) G_GAN: 4.196 G_L1: 3.864 D_real: 0.088 D_fake: 0.042 +(epoch: 100, iters: 55216, time: 0.401, data: 0.020) G_GAN: 5.192 G_L1: 4.389 D_real: 0.060 D_fake: 0.018 +(epoch: 100, iters: 55316, time: 0.301, data: 0.017) G_GAN: 3.601 G_L1: 1.769 D_real: 0.156 D_fake: 0.117 +(epoch: 100, iters: 55416, time: 0.287, data: 0.020) G_GAN: 3.632 G_L1: 3.555 D_real: 0.205 D_fake: 0.117 +(epoch: 100, iters: 55516, time: 0.292, data: 0.018) G_GAN: 3.842 G_L1: 4.897 D_real: 0.021 D_fake: 0.140 +(epoch: 100, iters: 55616, time: 0.412, data: 0.018) G_GAN: 4.209 G_L1: 4.225 D_real: 0.114 D_fake: 0.139 +(epoch: 100, iters: 55716, time: 0.293, data: 0.018) G_GAN: 4.118 G_L1: 3.519 D_real: 0.109 D_fake: 0.072 +(epoch: 100, iters: 55816, time: 0.294, data: 0.018) G_GAN: 4.428 G_L1: 4.001 D_real: 0.118 D_fake: 0.071 +(epoch: 100, iters: 55916, time: 0.294, data: 0.019) G_GAN: 3.526 G_L1: 7.133 D_real: 0.109 D_fake: 0.274 +(epoch: 100, iters: 56016, time: 0.415, data: 0.018) G_GAN: 2.850 G_L1: 4.535 D_real: 0.008 D_fake: 0.274 +(epoch: 100, iters: 56116, time: 0.296, data: 0.020) G_GAN: 5.650 G_L1: 3.287 D_real: 0.065 D_fake: 0.024 +(epoch: 100, iters: 56216, time: 0.296, data: 0.023) G_GAN: 3.856 G_L1: 3.048 D_real: 0.120 D_fake: 0.072 +(epoch: 100, iters: 56316, time: 0.289, data: 0.018) G_GAN: 5.310 G_L1: 4.925 D_real: 0.108 D_fake: 0.031 +(epoch: 100, iters: 56416, time: 0.625, data: 0.018) G_GAN: 3.604 G_L1: 3.421 D_real: 0.052 D_fake: 0.105 +(epoch: 100, iters: 56516, time: 0.289, data: 0.020) G_GAN: 4.009 G_L1: 5.236 D_real: 0.635 D_fake: 0.247 +(epoch: 100, iters: 56616, time: 0.295, data: 0.020) G_GAN: 5.797 G_L1: 3.141 D_real: 0.037 D_fake: 0.018 +(epoch: 100, iters: 56716, time: 0.286, data: 0.018) G_GAN: 3.908 G_L1: 4.162 D_real: 0.296 D_fake: 0.069 +(epoch: 100, iters: 56816, time: 0.423, data: 0.020) G_GAN: 4.239 G_L1: 5.083 D_real: 0.026 D_fake: 0.171 +(epoch: 100, iters: 56916, time: 0.287, data: 0.021) G_GAN: 3.957 G_L1: 3.021 D_real: 0.002 D_fake: 0.102 +(epoch: 100, iters: 57016, time: 0.285, data: 0.018) G_GAN: 3.862 G_L1: 3.291 D_real: 0.066 D_fake: 0.104 +(epoch: 100, iters: 57116, time: 0.284, data: 0.019) G_GAN: 5.176 G_L1: 4.599 D_real: 0.113 D_fake: 0.379 +(epoch: 100, iters: 57216, time: 0.419, data: 0.020) G_GAN: 3.363 G_L1: 3.468 D_real: 0.034 D_fake: 0.107 +(epoch: 100, iters: 57316, time: 0.293, data: 0.018) G_GAN: 3.419 G_L1: 3.348 D_real: 0.019 D_fake: 0.331 +(epoch: 100, iters: 57416, time: 0.294, data: 0.017) G_GAN: 4.335 G_L1: 4.968 D_real: 0.025 D_fake: 0.168 +(epoch: 100, iters: 57516, time: 0.285, data: 0.018) G_GAN: 2.412 G_L1: 3.960 D_real: 0.222 D_fake: 0.740 +(epoch: 100, iters: 57616, time: 0.415, data: 0.017) G_GAN: 4.033 G_L1: 2.726 D_real: 0.050 D_fake: 0.061 +(epoch: 100, iters: 57716, time: 0.302, data: 0.018) G_GAN: 3.885 G_L1: 3.270 D_real: 0.015 D_fake: 0.116 +(epoch: 100, iters: 57816, time: 0.294, data: 0.022) G_GAN: 4.505 G_L1: 3.772 D_real: 0.035 D_fake: 0.087 +(epoch: 100, iters: 57916, time: 0.301, data: 0.021) G_GAN: 4.587 G_L1: 2.484 D_real: 0.072 D_fake: 0.080 +(epoch: 100, iters: 58016, time: 0.392, data: 0.019) G_GAN: 2.804 G_L1: 2.709 D_real: 0.091 D_fake: 0.167 +(epoch: 100, iters: 58116, time: 0.307, data: 0.018) G_GAN: 2.519 G_L1: 4.027 D_real: 0.065 D_fake: 0.209 +(epoch: 100, iters: 58216, time: 0.289, data: 0.020) G_GAN: 4.679 G_L1: 3.597 D_real: 0.096 D_fake: 0.028 +(epoch: 100, iters: 58316, time: 0.291, data: 0.018) G_GAN: 3.585 G_L1: 3.902 D_real: 0.096 D_fake: 0.072 +(epoch: 100, iters: 58416, time: 0.575, data: 0.019) G_GAN: 3.594 G_L1: 3.910 D_real: 0.106 D_fake: 0.119 +(epoch: 100, iters: 58516, time: 0.297, data: 0.019) G_GAN: 2.976 G_L1: 3.757 D_real: 0.411 D_fake: 0.352 +(epoch: 100, iters: 58616, time: 0.287, data: 0.018) G_GAN: 3.859 G_L1: 3.309 D_real: 0.194 D_fake: 0.039 +(epoch: 100, iters: 58716, time: 0.287, data: 0.020) G_GAN: 3.884 G_L1: 3.409 D_real: 0.102 D_fake: 0.081 +(epoch: 100, iters: 58816, time: 0.422, data: 0.018) G_GAN: 4.416 G_L1: 3.405 D_real: 0.197 D_fake: 0.115 +(epoch: 100, iters: 58916, time: 0.302, data: 0.019) G_GAN: 3.569 G_L1: 4.059 D_real: 0.147 D_fake: 0.212 +(epoch: 100, iters: 59016, time: 0.289, data: 0.020) G_GAN: 2.934 G_L1: 3.906 D_real: 0.386 D_fake: 0.099 +(epoch: 100, iters: 59116, time: 0.298, data: 0.019) G_GAN: 3.332 G_L1: 2.605 D_real: 0.087 D_fake: 0.095 +(epoch: 100, iters: 59216, time: 0.417, data: 0.019) G_GAN: 3.257 G_L1: 2.033 D_real: 0.015 D_fake: 0.192 +(epoch: 100, iters: 59316, time: 0.304, data: 0.020) G_GAN: 3.888 G_L1: 3.278 D_real: 0.043 D_fake: 0.068 +(epoch: 100, iters: 59416, time: 0.296, data: 0.021) G_GAN: 3.753 G_L1: 3.395 D_real: 0.021 D_fake: 0.089 +(epoch: 100, iters: 59516, time: 0.295, data: 0.018) G_GAN: 4.733 G_L1: 5.618 D_real: 0.014 D_fake: 0.076 +(epoch: 100, iters: 59616, time: 0.407, data: 0.019) G_GAN: 4.756 G_L1: 3.103 D_real: 0.047 D_fake: 0.038 +(epoch: 100, iters: 59716, time: 0.305, data: 0.019) G_GAN: 4.452 G_L1: 4.201 D_real: 0.080 D_fake: 0.034 +(epoch: 100, iters: 59816, time: 0.301, data: 0.020) G_GAN: 4.675 G_L1: 3.228 D_real: 0.073 D_fake: 0.024 +(epoch: 100, iters: 59916, time: 0.297, data: 0.019) G_GAN: 4.445 G_L1: 5.732 D_real: 0.101 D_fake: 0.124 +(epoch: 100, iters: 60016, time: 0.412, data: 0.020) G_GAN: 3.577 G_L1: 4.989 D_real: 0.015 D_fake: 0.092 +(epoch: 101, iters: 100, time: 0.286, data: 0.495) G_GAN: 4.775 G_L1: 2.890 D_real: 0.080 D_fake: 0.039 +(epoch: 101, iters: 200, time: 0.295, data: 0.021) G_GAN: 4.597 G_L1: 3.567 D_real: 0.077 D_fake: 0.100 +(epoch: 101, iters: 300, time: 0.274, data: 0.020) G_GAN: 5.024 G_L1: 3.194 D_real: 0.024 D_fake: 0.032 +(epoch: 101, iters: 400, time: 0.609, data: 0.018) G_GAN: 4.220 G_L1: 4.662 D_real: 0.185 D_fake: 0.074 +(epoch: 101, iters: 500, time: 0.282, data: 0.016) G_GAN: 3.285 G_L1: 3.318 D_real: 0.408 D_fake: 0.136 +(epoch: 101, iters: 600, time: 0.301, data: 0.018) G_GAN: 3.191 G_L1: 2.964 D_real: 0.061 D_fake: 0.137 +(epoch: 101, iters: 700, time: 0.289, data: 0.022) G_GAN: 4.988 G_L1: 3.646 D_real: 0.056 D_fake: 0.021 +(epoch: 101, iters: 800, time: 0.397, data: 0.017) G_GAN: 3.515 G_L1: 2.997 D_real: 0.142 D_fake: 0.116 +(epoch: 101, iters: 900, time: 0.290, data: 0.017) G_GAN: 3.559 G_L1: 3.727 D_real: 0.029 D_fake: 0.110 +(epoch: 101, iters: 1000, time: 0.298, data: 0.020) G_GAN: 4.203 G_L1: 2.991 D_real: 0.450 D_fake: 0.023 +(epoch: 101, iters: 1100, time: 0.272, data: 0.020) G_GAN: 4.432 G_L1: 4.085 D_real: 0.411 D_fake: 0.029 +(epoch: 101, iters: 1200, time: 0.394, data: 0.017) G_GAN: 3.605 G_L1: 3.999 D_real: 0.033 D_fake: 0.082 +(epoch: 101, iters: 1300, time: 0.279, data: 0.020) G_GAN: 4.541 G_L1: 4.898 D_real: 0.004 D_fake: 0.036 +(epoch: 101, iters: 1400, time: 0.297, data: 0.017) G_GAN: 2.997 G_L1: 3.288 D_real: 0.039 D_fake: 0.360 +(epoch: 101, iters: 1500, time: 0.300, data: 0.020) G_GAN: 3.436 G_L1: 2.691 D_real: 0.080 D_fake: 0.176 +(epoch: 101, iters: 1600, time: 0.413, data: 0.019) G_GAN: 2.652 G_L1: 3.408 D_real: 0.051 D_fake: 0.165 +(epoch: 101, iters: 1700, time: 0.299, data: 0.019) G_GAN: 2.841 G_L1: 5.492 D_real: 0.001 D_fake: 0.264 +(epoch: 101, iters: 1800, time: 0.269, data: 0.019) G_GAN: 4.714 G_L1: 3.767 D_real: 0.043 D_fake: 0.042 +(epoch: 101, iters: 1900, time: 0.295, data: 0.016) G_GAN: 5.792 G_L1: 4.184 D_real: 0.294 D_fake: 0.016 +(epoch: 101, iters: 2000, time: 0.384, data: 0.020) G_GAN: 4.582 G_L1: 2.863 D_real: 0.007 D_fake: 0.063 +(epoch: 101, iters: 2100, time: 0.297, data: 0.019) G_GAN: 5.316 G_L1: 3.804 D_real: 0.054 D_fake: 0.134 +(epoch: 101, iters: 2200, time: 0.292, data: 0.019) G_GAN: 5.097 G_L1: 4.212 D_real: 0.231 D_fake: 0.053 +(epoch: 101, iters: 2300, time: 0.287, data: 0.019) G_GAN: 3.959 G_L1: 3.935 D_real: 0.147 D_fake: 0.097 +(epoch: 101, iters: 2400, time: 0.642, data: 0.017) G_GAN: 3.130 G_L1: 3.811 D_real: 0.327 D_fake: 0.081 +(epoch: 101, iters: 2500, time: 0.288, data: 0.018) G_GAN: 3.909 G_L1: 4.231 D_real: 0.004 D_fake: 0.092 +(epoch: 101, iters: 2600, time: 0.296, data: 0.018) G_GAN: 5.239 G_L1: 4.507 D_real: 0.002 D_fake: 0.050 +(epoch: 101, iters: 2700, time: 0.271, data: 0.019) G_GAN: 3.741 G_L1: 2.840 D_real: 0.220 D_fake: 0.154 +(epoch: 101, iters: 2800, time: 0.415, data: 0.018) G_GAN: 4.208 G_L1: 5.479 D_real: 0.003 D_fake: 0.121 +(epoch: 101, iters: 2900, time: 0.284, data: 0.020) G_GAN: 4.951 G_L1: 3.672 D_real: 0.015 D_fake: 0.042 +(epoch: 101, iters: 3000, time: 0.284, data: 0.020) G_GAN: 6.556 G_L1: 4.894 D_real: 0.044 D_fake: 0.013 +(epoch: 101, iters: 3100, time: 0.290, data: 0.018) G_GAN: 8.732 G_L1: 3.445 D_real: 0.026 D_fake: 0.007 +(epoch: 101, iters: 3200, time: 0.425, data: 0.020) G_GAN: 3.486 G_L1: 4.786 D_real: 0.041 D_fake: 0.072 +(epoch: 101, iters: 3300, time: 0.272, data: 0.020) G_GAN: 4.537 G_L1: 3.618 D_real: 0.171 D_fake: 0.166 +(epoch: 101, iters: 3400, time: 0.275, data: 0.017) G_GAN: 4.180 G_L1: 3.865 D_real: 0.024 D_fake: 0.062 +(epoch: 101, iters: 3500, time: 0.298, data: 0.018) G_GAN: 5.439 G_L1: 3.418 D_real: 0.236 D_fake: 0.017 +(epoch: 101, iters: 3600, time: 0.388, data: 0.020) G_GAN: 4.282 G_L1: 4.237 D_real: 0.043 D_fake: 0.236 +(epoch: 101, iters: 3700, time: 0.296, data: 0.019) G_GAN: 3.920 G_L1: 3.208 D_real: 0.046 D_fake: 0.074 +(epoch: 101, iters: 3800, time: 0.296, data: 0.019) G_GAN: 5.733 G_L1: 5.560 D_real: 0.000 D_fake: 0.051 +(epoch: 101, iters: 3900, time: 0.273, data: 0.019) G_GAN: 3.791 G_L1: 3.296 D_real: 0.063 D_fake: 0.055 +(epoch: 101, iters: 4000, time: 0.402, data: 0.016) G_GAN: 3.114 G_L1: 3.306 D_real: 0.409 D_fake: 0.066 +(epoch: 101, iters: 4100, time: 0.283, data: 0.019) G_GAN: 4.282 G_L1: 3.229 D_real: 0.026 D_fake: 0.071 +(epoch: 101, iters: 4200, time: 0.292, data: 0.018) G_GAN: 3.945 G_L1: 3.856 D_real: 0.125 D_fake: 0.109 +(epoch: 101, iters: 4300, time: 0.288, data: 0.020) G_GAN: 4.025 G_L1: 3.716 D_real: 0.034 D_fake: 0.082 +(epoch: 101, iters: 4400, time: 0.627, data: 0.019) G_GAN: 3.683 G_L1: 3.364 D_real: 0.091 D_fake: 0.095 +(epoch: 101, iters: 4500, time: 0.291, data: 0.019) G_GAN: 7.255 G_L1: 5.081 D_real: 0.007 D_fake: 0.059 +(epoch: 101, iters: 4600, time: 0.297, data: 0.019) G_GAN: 3.671 G_L1: 3.899 D_real: 0.088 D_fake: 0.083 +(epoch: 101, iters: 4700, time: 0.293, data: 0.019) G_GAN: 5.317 G_L1: 3.118 D_real: 0.234 D_fake: 0.014 +(epoch: 101, iters: 4800, time: 0.414, data: 0.019) G_GAN: 3.613 G_L1: 6.070 D_real: 0.069 D_fake: 0.334 +(epoch: 101, iters: 4900, time: 0.295, data: 0.020) G_GAN: 3.760 G_L1: 4.082 D_real: 0.029 D_fake: 0.328 +(epoch: 101, iters: 5000, time: 0.290, data: 0.019) G_GAN: 4.390 G_L1: 3.483 D_real: 0.076 D_fake: 0.098 +(epoch: 101, iters: 5100, time: 0.296, data: 0.017) G_GAN: 4.905 G_L1: 5.379 D_real: 0.025 D_fake: 0.042 +(epoch: 101, iters: 5200, time: 0.416, data: 0.018) G_GAN: 3.736 G_L1: 3.033 D_real: 0.070 D_fake: 0.063 +(epoch: 101, iters: 5300, time: 0.289, data: 0.018) G_GAN: 5.468 G_L1: 4.279 D_real: 0.151 D_fake: 0.060 +(epoch: 101, iters: 5400, time: 0.286, data: 0.016) G_GAN: 3.953 G_L1: 4.106 D_real: 0.018 D_fake: 0.144 +(epoch: 101, iters: 5500, time: 0.281, data: 0.017) G_GAN: 3.408 G_L1: 5.008 D_real: 0.510 D_fake: 0.065 +(epoch: 101, iters: 5600, time: 0.394, data: 0.017) G_GAN: 4.274 G_L1: 5.099 D_real: 0.043 D_fake: 0.075 +(epoch: 101, iters: 5700, time: 0.299, data: 0.015) G_GAN: 3.902 G_L1: 5.071 D_real: 0.319 D_fake: 0.073 +(epoch: 101, iters: 5800, time: 0.295, data: 0.017) G_GAN: 4.096 G_L1: 3.615 D_real: 0.186 D_fake: 0.075 +(epoch: 101, iters: 5900, time: 0.300, data: 0.016) G_GAN: 3.065 G_L1: 3.752 D_real: 0.219 D_fake: 0.218 +(epoch: 101, iters: 6000, time: 0.415, data: 0.017) G_GAN: 4.006 G_L1: 2.868 D_real: 0.051 D_fake: 0.085 +(epoch: 101, iters: 6100, time: 0.291, data: 0.018) G_GAN: 3.055 G_L1: 4.664 D_real: 0.128 D_fake: 0.116 +(epoch: 101, iters: 6200, time: 0.283, data: 0.017) G_GAN: 3.402 G_L1: 3.582 D_real: 0.014 D_fake: 0.128 +(epoch: 101, iters: 6300, time: 0.293, data: 0.017) G_GAN: 3.680 G_L1: 3.103 D_real: 0.263 D_fake: 0.097 +(epoch: 101, iters: 6400, time: 0.608, data: 0.021) G_GAN: 4.417 G_L1: 7.258 D_real: 0.234 D_fake: 0.018 +(epoch: 101, iters: 6500, time: 0.296, data: 0.021) G_GAN: 5.296 G_L1: 10.835 D_real: 0.017 D_fake: 0.061 +(epoch: 101, iters: 6600, time: 0.299, data: 0.018) G_GAN: 3.251 G_L1: 4.697 D_real: 0.266 D_fake: 0.075 +(epoch: 101, iters: 6700, time: 0.291, data: 0.018) G_GAN: 5.271 G_L1: 3.054 D_real: 0.030 D_fake: 0.013 +(epoch: 101, iters: 6800, time: 0.412, data: 0.019) G_GAN: 5.346 G_L1: 5.235 D_real: 0.083 D_fake: 0.035 +(epoch: 101, iters: 6900, time: 0.289, data: 0.017) G_GAN: 3.337 G_L1: 4.966 D_real: 0.005 D_fake: 0.263 +(epoch: 101, iters: 7000, time: 0.287, data: 0.018) G_GAN: 3.074 G_L1: 3.680 D_real: 0.372 D_fake: 0.107 +(epoch: 101, iters: 7100, time: 0.295, data: 0.017) G_GAN: 4.017 G_L1: 3.210 D_real: 0.121 D_fake: 0.052 +(epoch: 101, iters: 7200, time: 0.367, data: 0.019) G_GAN: 3.136 G_L1: 3.563 D_real: 0.293 D_fake: 0.132 +(epoch: 101, iters: 7300, time: 0.294, data: 0.017) G_GAN: 3.350 G_L1: 2.964 D_real: 0.134 D_fake: 0.087 +(epoch: 101, iters: 7400, time: 0.286, data: 0.018) G_GAN: 3.716 G_L1: 3.859 D_real: 0.240 D_fake: 0.062 +(epoch: 101, iters: 7500, time: 0.297, data: 0.017) G_GAN: 4.924 G_L1: 4.619 D_real: 0.010 D_fake: 0.029 +(epoch: 101, iters: 7600, time: 0.409, data: 0.028) G_GAN: 3.840 G_L1: 4.192 D_real: 0.050 D_fake: 0.083 +(epoch: 101, iters: 7700, time: 0.291, data: 0.018) G_GAN: 4.593 G_L1: 4.289 D_real: 0.030 D_fake: 0.050 +(epoch: 101, iters: 7800, time: 0.294, data: 0.018) G_GAN: 4.126 G_L1: 4.280 D_real: 0.410 D_fake: 0.092 +(epoch: 101, iters: 7900, time: 0.279, data: 0.018) G_GAN: 3.804 G_L1: 2.889 D_real: 0.001 D_fake: 0.142 +(epoch: 101, iters: 8000, time: 0.381, data: 0.019) G_GAN: 2.775 G_L1: 2.716 D_real: 0.634 D_fake: 0.133 +(epoch: 101, iters: 8100, time: 0.281, data: 0.019) G_GAN: 4.733 G_L1: 3.841 D_real: 0.005 D_fake: 0.155 +(epoch: 101, iters: 8200, time: 0.284, data: 0.020) G_GAN: 3.795 G_L1: 3.834 D_real: 0.056 D_fake: 0.148 +(epoch: 101, iters: 8300, time: 0.296, data: 0.018) G_GAN: 3.581 G_L1: 4.603 D_real: 0.300 D_fake: 0.068 +(epoch: 101, iters: 8400, time: 0.623, data: 0.018) G_GAN: 3.879 G_L1: 2.467 D_real: 0.172 D_fake: 0.090 +(epoch: 101, iters: 8500, time: 0.296, data: 0.020) G_GAN: 5.184 G_L1: 3.812 D_real: 0.061 D_fake: 0.020 +(epoch: 101, iters: 8600, time: 0.302, data: 0.019) G_GAN: 5.504 G_L1: 4.775 D_real: 0.008 D_fake: 0.074 +(epoch: 101, iters: 8700, time: 0.292, data: 0.019) G_GAN: 3.551 G_L1: 3.270 D_real: 0.026 D_fake: 0.167 +(epoch: 101, iters: 8800, time: 0.414, data: 0.016) G_GAN: 3.673 G_L1: 3.599 D_real: 0.246 D_fake: 0.168 +(epoch: 101, iters: 8900, time: 0.288, data: 0.024) G_GAN: 4.432 G_L1: 4.163 D_real: 0.020 D_fake: 0.069 +(epoch: 101, iters: 9000, time: 0.300, data: 0.017) G_GAN: 3.536 G_L1: 3.513 D_real: 0.082 D_fake: 0.055 +(epoch: 101, iters: 9100, time: 0.298, data: 0.020) G_GAN: 4.849 G_L1: 6.439 D_real: 0.077 D_fake: 0.105 +(epoch: 101, iters: 9200, time: 0.409, data: 0.018) G_GAN: 5.018 G_L1: 2.751 D_real: 0.399 D_fake: 0.025 +(epoch: 101, iters: 9300, time: 0.298, data: 0.019) G_GAN: 6.611 G_L1: 3.537 D_real: 0.124 D_fake: 0.014 +(epoch: 101, iters: 9400, time: 0.297, data: 0.020) G_GAN: 2.856 G_L1: 3.641 D_real: 0.167 D_fake: 0.224 +(epoch: 101, iters: 9500, time: 0.295, data: 0.018) G_GAN: 3.675 G_L1: 3.989 D_real: 0.042 D_fake: 0.095 +(epoch: 101, iters: 9600, time: 0.420, data: 0.020) G_GAN: 3.867 G_L1: 5.031 D_real: 0.103 D_fake: 0.107 +(epoch: 101, iters: 9700, time: 0.299, data: 0.020) G_GAN: 3.838 G_L1: 5.622 D_real: 0.155 D_fake: 0.166 +(epoch: 101, iters: 9800, time: 0.303, data: 0.021) G_GAN: 2.872 G_L1: 2.789 D_real: 0.082 D_fake: 0.191 +(epoch: 101, iters: 9900, time: 0.303, data: 0.019) G_GAN: 4.288 G_L1: 3.191 D_real: 0.092 D_fake: 0.069 +(epoch: 101, iters: 10000, time: 0.417, data: 0.019) G_GAN: 4.228 G_L1: 3.763 D_real: 0.498 D_fake: 0.036 +(epoch: 101, iters: 10100, time: 0.292, data: 0.020) G_GAN: 3.895 G_L1: 3.857 D_real: 0.001 D_fake: 0.108 +(epoch: 101, iters: 10200, time: 0.293, data: 0.020) G_GAN: 3.604 G_L1: 4.723 D_real: 0.581 D_fake: 0.052 +(epoch: 101, iters: 10300, time: 0.301, data: 0.019) G_GAN: 4.489 G_L1: 3.780 D_real: 0.056 D_fake: 0.091 +(epoch: 101, iters: 10400, time: 0.628, data: 0.020) G_GAN: 4.804 G_L1: 3.674 D_real: 0.020 D_fake: 0.027 +(epoch: 101, iters: 10500, time: 0.302, data: 0.019) G_GAN: 4.050 G_L1: 3.907 D_real: 0.024 D_fake: 0.101 +(epoch: 101, iters: 10600, time: 0.293, data: 0.019) G_GAN: 3.108 G_L1: 2.821 D_real: 0.316 D_fake: 0.103 +(epoch: 101, iters: 10700, time: 0.296, data: 0.019) G_GAN: 5.041 G_L1: 4.151 D_real: 0.008 D_fake: 0.029 +(epoch: 101, iters: 10800, time: 0.414, data: 0.020) G_GAN: 3.719 G_L1: 3.405 D_real: 0.018 D_fake: 0.085 +(epoch: 101, iters: 10900, time: 0.291, data: 0.018) G_GAN: 4.454 G_L1: 3.280 D_real: 0.125 D_fake: 0.064 +(epoch: 101, iters: 11000, time: 0.303, data: 0.019) G_GAN: 5.573 G_L1: 3.180 D_real: 0.011 D_fake: 0.024 +(epoch: 101, iters: 11100, time: 0.298, data: 0.021) G_GAN: 4.604 G_L1: 3.587 D_real: 0.072 D_fake: 0.078 +(epoch: 101, iters: 11200, time: 0.416, data: 0.022) G_GAN: 5.435 G_L1: 3.306 D_real: 0.030 D_fake: 0.030 +(epoch: 101, iters: 11300, time: 0.295, data: 0.019) G_GAN: 5.230 G_L1: 5.642 D_real: 0.012 D_fake: 0.030 +(epoch: 101, iters: 11400, time: 0.300, data: 0.021) G_GAN: 3.798 G_L1: 4.006 D_real: 0.027 D_fake: 0.157 +(epoch: 101, iters: 11500, time: 0.291, data: 0.018) G_GAN: 4.675 G_L1: 3.227 D_real: 0.003 D_fake: 0.050 +(epoch: 101, iters: 11600, time: 0.417, data: 0.018) G_GAN: 4.156 G_L1: 3.800 D_real: 0.009 D_fake: 0.062 +(epoch: 101, iters: 11700, time: 0.297, data: 0.018) G_GAN: 3.231 G_L1: 3.431 D_real: 0.046 D_fake: 0.142 +(epoch: 101, iters: 11800, time: 0.303, data: 0.021) G_GAN: 2.993 G_L1: 3.213 D_real: 0.178 D_fake: 0.247 +(epoch: 101, iters: 11900, time: 0.300, data: 0.017) G_GAN: 4.373 G_L1: 3.779 D_real: 0.017 D_fake: 0.047 +(epoch: 101, iters: 12000, time: 0.406, data: 0.021) G_GAN: 3.386 G_L1: 6.082 D_real: 0.000 D_fake: 0.212 +(epoch: 101, iters: 12100, time: 0.301, data: 0.019) G_GAN: 4.864 G_L1: 4.060 D_real: 0.012 D_fake: 0.031 +(epoch: 101, iters: 12200, time: 0.296, data: 0.020) G_GAN: 3.106 G_L1: 3.498 D_real: 0.061 D_fake: 0.193 +(epoch: 101, iters: 12300, time: 0.298, data: 0.019) G_GAN: 3.411 G_L1: 3.093 D_real: 0.253 D_fake: 0.071 +(epoch: 101, iters: 12400, time: 0.626, data: 0.020) G_GAN: 5.731 G_L1: 4.423 D_real: 0.000 D_fake: 0.040 +(epoch: 101, iters: 12500, time: 0.297, data: 0.019) G_GAN: 5.036 G_L1: 3.370 D_real: 0.010 D_fake: 0.049 +(epoch: 101, iters: 12600, time: 0.295, data: 0.020) G_GAN: 5.107 G_L1: 5.985 D_real: 0.022 D_fake: 0.029 +(epoch: 101, iters: 12700, time: 0.293, data: 0.019) G_GAN: 3.867 G_L1: 3.734 D_real: 0.301 D_fake: 0.189 +(epoch: 101, iters: 12800, time: 0.413, data: 0.018) G_GAN: 3.486 G_L1: 3.537 D_real: 0.202 D_fake: 0.112 +(epoch: 101, iters: 12900, time: 0.301, data: 0.019) G_GAN: 4.423 G_L1: 2.327 D_real: 0.364 D_fake: 0.035 +(epoch: 101, iters: 13000, time: 0.286, data: 0.025) G_GAN: 5.484 G_L1: 2.418 D_real: 0.011 D_fake: 0.017 +(epoch: 101, iters: 13100, time: 0.300, data: 0.018) G_GAN: 3.427 G_L1: 3.191 D_real: 0.642 D_fake: 0.090 +(epoch: 101, iters: 13200, time: 0.390, data: 0.018) G_GAN: 3.247 G_L1: 2.681 D_real: 0.413 D_fake: 0.147 +(epoch: 101, iters: 13300, time: 0.298, data: 0.020) G_GAN: 4.202 G_L1: 3.115 D_real: 0.063 D_fake: 0.046 +(epoch: 101, iters: 13400, time: 0.291, data: 0.023) G_GAN: 5.560 G_L1: 3.624 D_real: 0.422 D_fake: 0.008 +(epoch: 101, iters: 13500, time: 0.294, data: 0.024) G_GAN: 3.305 G_L1: 2.720 D_real: 0.066 D_fake: 0.214 +(epoch: 101, iters: 13600, time: 0.394, data: 0.018) G_GAN: 4.230 G_L1: 2.633 D_real: 0.089 D_fake: 0.078 +(epoch: 101, iters: 13700, time: 0.297, data: 0.019) G_GAN: 3.464 G_L1: 2.063 D_real: 0.076 D_fake: 0.163 +(epoch: 101, iters: 13800, time: 0.300, data: 0.019) G_GAN: 4.290 G_L1: 3.801 D_real: 0.061 D_fake: 0.067 +(epoch: 101, iters: 13900, time: 0.291, data: 0.020) G_GAN: 4.426 G_L1: 3.655 D_real: 0.169 D_fake: 0.037 +(epoch: 101, iters: 14000, time: 0.415, data: 0.017) G_GAN: 3.016 G_L1: 2.948 D_real: 0.013 D_fake: 0.434 +(epoch: 101, iters: 14100, time: 0.295, data: 0.020) G_GAN: 4.364 G_L1: 5.037 D_real: 0.234 D_fake: 0.078 +(epoch: 101, iters: 14200, time: 0.299, data: 0.019) G_GAN: 3.125 G_L1: 3.157 D_real: 0.065 D_fake: 0.109 +(epoch: 101, iters: 14300, time: 0.301, data: 0.019) G_GAN: 3.113 G_L1: 2.971 D_real: 0.200 D_fake: 0.139 +(epoch: 101, iters: 14400, time: 0.616, data: 0.021) G_GAN: 3.272 G_L1: 3.334 D_real: 0.179 D_fake: 0.151 +(epoch: 101, iters: 14500, time: 0.297, data: 0.019) G_GAN: 1.668 G_L1: 2.709 D_real: 0.848 D_fake: 0.648 +(epoch: 101, iters: 14600, time: 0.304, data: 0.022) G_GAN: 3.243 G_L1: 4.014 D_real: 0.088 D_fake: 0.177 +(epoch: 101, iters: 14700, time: 0.298, data: 0.020) G_GAN: 3.977 G_L1: 4.071 D_real: 0.016 D_fake: 0.142 +(epoch: 101, iters: 14800, time: 0.421, data: 0.018) G_GAN: 5.129 G_L1: 6.292 D_real: 0.156 D_fake: 0.088 +(epoch: 101, iters: 14900, time: 0.284, data: 0.019) G_GAN: 2.416 G_L1: 2.674 D_real: 0.211 D_fake: 0.335 +(epoch: 101, iters: 15000, time: 0.302, data: 0.017) G_GAN: 4.674 G_L1: 5.410 D_real: 0.205 D_fake: 0.017 +(epoch: 101, iters: 15100, time: 0.289, data: 0.019) G_GAN: 3.335 G_L1: 3.963 D_real: 0.195 D_fake: 0.074 +(epoch: 101, iters: 15200, time: 0.406, data: 0.018) G_GAN: 3.701 G_L1: 3.707 D_real: 0.067 D_fake: 0.127 +(epoch: 101, iters: 15300, time: 0.301, data: 0.018) G_GAN: 2.945 G_L1: 3.645 D_real: 0.983 D_fake: 0.070 +(epoch: 101, iters: 15400, time: 0.291, data: 0.023) G_GAN: 4.692 G_L1: 4.283 D_real: 0.060 D_fake: 0.071 +(epoch: 101, iters: 15500, time: 0.292, data: 0.019) G_GAN: 3.753 G_L1: 4.885 D_real: 0.158 D_fake: 0.100 +(epoch: 101, iters: 15600, time: 0.392, data: 0.020) G_GAN: 3.186 G_L1: 3.260 D_real: 0.008 D_fake: 0.179 +(epoch: 101, iters: 15700, time: 0.301, data: 0.020) G_GAN: 5.672 G_L1: 3.522 D_real: 0.055 D_fake: 0.044 +(epoch: 101, iters: 15800, time: 0.287, data: 0.018) G_GAN: 5.248 G_L1: 4.354 D_real: 0.043 D_fake: 0.030 +(epoch: 101, iters: 15900, time: 0.288, data: 0.021) G_GAN: 5.611 G_L1: 3.846 D_real: 0.083 D_fake: 0.233 +(epoch: 101, iters: 16000, time: 0.387, data: 0.018) G_GAN: 4.920 G_L1: 2.499 D_real: 0.008 D_fake: 0.046 +(epoch: 101, iters: 16100, time: 0.288, data: 0.021) G_GAN: 4.692 G_L1: 3.725 D_real: 0.309 D_fake: 0.021 +(epoch: 101, iters: 16200, time: 0.293, data: 0.019) G_GAN: 4.651 G_L1: 6.880 D_real: 0.006 D_fake: 0.097 +(epoch: 101, iters: 16300, time: 0.294, data: 0.019) G_GAN: 4.937 G_L1: 3.787 D_real: 0.039 D_fake: 0.024 +(epoch: 101, iters: 16400, time: 0.638, data: 0.020) G_GAN: 3.269 G_L1: 2.762 D_real: 0.382 D_fake: 0.081 +(epoch: 101, iters: 16500, time: 0.302, data: 0.019) G_GAN: 4.474 G_L1: 5.289 D_real: 0.283 D_fake: 0.060 +(epoch: 101, iters: 16600, time: 0.305, data: 0.020) G_GAN: 4.767 G_L1: 3.719 D_real: 0.053 D_fake: 0.138 +(epoch: 101, iters: 16700, time: 0.297, data: 0.020) G_GAN: 4.457 G_L1: 3.376 D_real: 0.108 D_fake: 0.051 +(epoch: 101, iters: 16800, time: 0.422, data: 0.022) G_GAN: 5.375 G_L1: 4.660 D_real: 0.087 D_fake: 0.018 +(epoch: 101, iters: 16900, time: 0.295, data: 0.019) G_GAN: 3.654 G_L1: 3.012 D_real: 0.149 D_fake: 0.375 +(epoch: 101, iters: 17000, time: 0.297, data: 0.020) G_GAN: 4.093 G_L1: 2.893 D_real: 0.089 D_fake: 0.074 +(epoch: 101, iters: 17100, time: 0.297, data: 0.020) G_GAN: 5.451 G_L1: 2.980 D_real: 0.137 D_fake: 0.021 +(epoch: 101, iters: 17200, time: 0.396, data: 0.019) G_GAN: 4.300 G_L1: 2.897 D_real: 0.140 D_fake: 0.026 +(epoch: 101, iters: 17300, time: 0.287, data: 0.020) G_GAN: 4.970 G_L1: 3.420 D_real: 0.050 D_fake: 0.082 +(epoch: 101, iters: 17400, time: 0.302, data: 0.017) G_GAN: 3.963 G_L1: 2.664 D_real: 0.193 D_fake: 0.078 +(epoch: 101, iters: 17500, time: 0.299, data: 0.019) G_GAN: 4.068 G_L1: 2.355 D_real: 0.070 D_fake: 0.070 +(epoch: 101, iters: 17600, time: 0.416, data: 0.019) G_GAN: 2.941 G_L1: 3.458 D_real: 0.396 D_fake: 0.055 +(epoch: 101, iters: 17700, time: 0.297, data: 0.021) G_GAN: 5.511 G_L1: 6.323 D_real: 0.550 D_fake: 0.006 +(epoch: 101, iters: 17800, time: 0.303, data: 0.020) G_GAN: 5.763 G_L1: 6.508 D_real: 0.082 D_fake: 0.022 +(epoch: 101, iters: 17900, time: 0.296, data: 0.018) G_GAN: 3.382 G_L1: 2.953 D_real: 0.111 D_fake: 0.169 +(epoch: 101, iters: 18000, time: 0.386, data: 0.020) G_GAN: 4.156 G_L1: 3.249 D_real: 0.220 D_fake: 0.041 +(epoch: 101, iters: 18100, time: 0.302, data: 0.020) G_GAN: 3.315 G_L1: 4.142 D_real: 0.017 D_fake: 0.311 +(epoch: 101, iters: 18200, time: 0.305, data: 0.019) G_GAN: 4.181 G_L1: 3.482 D_real: 0.026 D_fake: 0.402 +(epoch: 101, iters: 18300, time: 0.306, data: 0.019) G_GAN: 4.438 G_L1: 3.567 D_real: 0.021 D_fake: 0.064 +(epoch: 101, iters: 18400, time: 0.618, data: 0.019) G_GAN: 4.047 G_L1: 3.163 D_real: 0.004 D_fake: 0.093 +(epoch: 101, iters: 18500, time: 0.294, data: 0.019) G_GAN: 5.421 G_L1: 5.182 D_real: 0.008 D_fake: 0.060 +(epoch: 101, iters: 18600, time: 0.304, data: 0.020) G_GAN: 4.625 G_L1: 4.976 D_real: 0.313 D_fake: 0.181 +(epoch: 101, iters: 18700, time: 0.297, data: 0.020) G_GAN: 3.212 G_L1: 2.663 D_real: 0.461 D_fake: 0.153 +(epoch: 101, iters: 18800, time: 0.427, data: 0.019) G_GAN: 4.203 G_L1: 5.276 D_real: 0.161 D_fake: 0.044 +(epoch: 101, iters: 18900, time: 0.294, data: 0.019) G_GAN: 6.858 G_L1: 6.126 D_real: 0.003 D_fake: 0.011 +(epoch: 101, iters: 19000, time: 0.307, data: 0.017) G_GAN: 2.579 G_L1: 3.563 D_real: 0.738 D_fake: 0.096 +(epoch: 101, iters: 19100, time: 0.298, data: 0.020) G_GAN: 4.066 G_L1: 3.019 D_real: 0.046 D_fake: 0.054 +(epoch: 101, iters: 19200, time: 0.402, data: 0.021) G_GAN: 3.583 G_L1: 3.562 D_real: 0.003 D_fake: 0.101 +(epoch: 101, iters: 19300, time: 0.302, data: 0.019) G_GAN: 5.555 G_L1: 6.523 D_real: 0.021 D_fake: 0.022 +(epoch: 101, iters: 19400, time: 0.304, data: 0.020) G_GAN: 4.129 G_L1: 4.017 D_real: 0.016 D_fake: 0.049 +(epoch: 101, iters: 19500, time: 0.304, data: 0.019) G_GAN: 3.899 G_L1: 4.944 D_real: 0.011 D_fake: 0.221 +(epoch: 101, iters: 19600, time: 0.420, data: 0.021) G_GAN: 3.645 G_L1: 3.059 D_real: 0.018 D_fake: 0.117 +(epoch: 101, iters: 19700, time: 0.296, data: 0.019) G_GAN: 5.389 G_L1: 3.844 D_real: 0.048 D_fake: 0.016 +(epoch: 101, iters: 19800, time: 0.295, data: 0.020) G_GAN: 3.879 G_L1: 4.175 D_real: 0.073 D_fake: 0.055 +(epoch: 101, iters: 19900, time: 0.298, data: 0.019) G_GAN: 5.425 G_L1: 3.286 D_real: 0.045 D_fake: 0.143 +(epoch: 101, iters: 20000, time: 0.382, data: 0.021) G_GAN: 4.956 G_L1: 4.036 D_real: 0.135 D_fake: 0.033 +(epoch: 101, iters: 20100, time: 0.295, data: 0.030) G_GAN: 4.623 G_L1: 6.177 D_real: 0.781 D_fake: 0.075 +(epoch: 101, iters: 20200, time: 0.304, data: 0.018) G_GAN: 3.643 G_L1: 3.351 D_real: 0.158 D_fake: 0.057 +(epoch: 101, iters: 20300, time: 0.288, data: 0.019) G_GAN: 3.390 G_L1: 2.007 D_real: 0.192 D_fake: 0.121 +(epoch: 101, iters: 20400, time: 0.632, data: 0.018) G_GAN: 4.069 G_L1: 4.793 D_real: 0.024 D_fake: 0.052 +(epoch: 101, iters: 20500, time: 0.300, data: 0.019) G_GAN: 3.702 G_L1: 3.400 D_real: 0.048 D_fake: 0.095 +(epoch: 101, iters: 20600, time: 0.297, data: 0.019) G_GAN: 4.290 G_L1: 2.535 D_real: 0.002 D_fake: 0.042 +(epoch: 101, iters: 20700, time: 0.305, data: 0.018) G_GAN: 4.960 G_L1: 3.460 D_real: 0.010 D_fake: 0.023 +(epoch: 101, iters: 20800, time: 0.422, data: 0.021) G_GAN: 4.848 G_L1: 3.308 D_real: 0.383 D_fake: 0.017 +(epoch: 101, iters: 20900, time: 0.293, data: 0.021) G_GAN: 5.862 G_L1: 3.166 D_real: 0.006 D_fake: 0.014 +(epoch: 101, iters: 21000, time: 0.295, data: 0.019) G_GAN: 4.868 G_L1: 3.904 D_real: 0.530 D_fake: 0.020 +(epoch: 101, iters: 21100, time: 0.300, data: 0.020) G_GAN: 6.231 G_L1: 6.594 D_real: 0.005 D_fake: 0.053 +(epoch: 101, iters: 21200, time: 0.413, data: 0.019) G_GAN: 2.910 G_L1: 3.848 D_real: 0.157 D_fake: 0.144 +(epoch: 101, iters: 21300, time: 0.290, data: 0.019) G_GAN: 2.739 G_L1: 7.224 D_real: 0.039 D_fake: 0.361 +(epoch: 101, iters: 21400, time: 0.305, data: 0.017) G_GAN: 3.142 G_L1: 3.047 D_real: 0.517 D_fake: 0.065 +(epoch: 101, iters: 21500, time: 0.291, data: 0.020) G_GAN: 2.970 G_L1: 3.169 D_real: 0.156 D_fake: 0.229 +(epoch: 101, iters: 21600, time: 0.407, data: 0.017) G_GAN: 5.386 G_L1: 3.383 D_real: 0.248 D_fake: 0.034 +(epoch: 101, iters: 21700, time: 0.305, data: 0.021) G_GAN: 5.074 G_L1: 5.142 D_real: 0.052 D_fake: 0.018 +(epoch: 101, iters: 21800, time: 0.295, data: 0.020) G_GAN: 4.680 G_L1: 3.779 D_real: 0.006 D_fake: 0.047 +(epoch: 101, iters: 21900, time: 0.289, data: 0.019) G_GAN: 4.107 G_L1: 3.436 D_real: 0.050 D_fake: 0.057 +(epoch: 101, iters: 22000, time: 0.416, data: 0.018) G_GAN: 4.728 G_L1: 3.380 D_real: 0.125 D_fake: 0.026 +(epoch: 101, iters: 22100, time: 0.304, data: 0.019) G_GAN: 3.709 G_L1: 4.546 D_real: 0.200 D_fake: 0.250 +(epoch: 101, iters: 22200, time: 0.299, data: 0.020) G_GAN: 4.148 G_L1: 3.976 D_real: 0.024 D_fake: 0.068 +(epoch: 101, iters: 22300, time: 0.301, data: 0.019) G_GAN: 3.507 G_L1: 2.777 D_real: 0.222 D_fake: 0.173 +(epoch: 101, iters: 22400, time: 0.625, data: 0.021) G_GAN: 5.737 G_L1: 4.120 D_real: 0.057 D_fake: 0.019 +(epoch: 101, iters: 22500, time: 0.303, data: 0.019) G_GAN: 6.248 G_L1: 6.302 D_real: 0.084 D_fake: 0.095 +(epoch: 101, iters: 22600, time: 0.305, data: 0.020) G_GAN: 2.806 G_L1: 2.504 D_real: 0.000 D_fake: 0.233 +(epoch: 101, iters: 22700, time: 0.303, data: 0.020) G_GAN: 5.012 G_L1: 3.767 D_real: 0.060 D_fake: 0.039 +(epoch: 101, iters: 22800, time: 0.418, data: 0.021) G_GAN: 4.245 G_L1: 4.386 D_real: 0.071 D_fake: 0.241 +(epoch: 101, iters: 22900, time: 0.300, data: 0.018) G_GAN: 4.983 G_L1: 9.006 D_real: 0.154 D_fake: 0.032 +(epoch: 101, iters: 23000, time: 0.309, data: 0.020) G_GAN: 4.847 G_L1: 3.561 D_real: 0.029 D_fake: 0.033 +(epoch: 101, iters: 23100, time: 0.304, data: 0.018) G_GAN: 6.303 G_L1: 3.829 D_real: 0.162 D_fake: 0.014 +(epoch: 101, iters: 23200, time: 0.408, data: 0.020) G_GAN: 4.101 G_L1: 6.568 D_real: 0.103 D_fake: 0.084 +(epoch: 101, iters: 23300, time: 0.287, data: 0.021) G_GAN: 3.554 G_L1: 2.800 D_real: 0.003 D_fake: 0.122 +(epoch: 101, iters: 23400, time: 0.304, data: 0.018) G_GAN: 4.340 G_L1: 7.640 D_real: 0.388 D_fake: 0.040 +(epoch: 101, iters: 23500, time: 0.297, data: 0.020) G_GAN: 4.107 G_L1: 3.419 D_real: 0.070 D_fake: 0.053 +(epoch: 101, iters: 23600, time: 0.363, data: 0.019) G_GAN: 5.475 G_L1: 2.730 D_real: 0.103 D_fake: 0.048 +(epoch: 101, iters: 23700, time: 0.289, data: 0.015) G_GAN: 6.948 G_L1: 7.282 D_real: 0.068 D_fake: 0.022 +(epoch: 101, iters: 23800, time: 0.284, data: 0.017) G_GAN: 3.388 G_L1: 3.698 D_real: 0.120 D_fake: 0.204 +(epoch: 101, iters: 23900, time: 0.292, data: 0.015) G_GAN: 4.838 G_L1: 3.403 D_real: 0.098 D_fake: 0.103 +(epoch: 101, iters: 24000, time: 0.411, data: 0.022) G_GAN: 4.377 G_L1: 3.840 D_real: 0.117 D_fake: 0.040 +(epoch: 101, iters: 24100, time: 0.298, data: 0.019) G_GAN: 4.829 G_L1: 2.428 D_real: 0.003 D_fake: 0.059 +(epoch: 101, iters: 24200, time: 0.293, data: 0.018) G_GAN: 4.368 G_L1: 3.818 D_real: 0.300 D_fake: 0.070 +(epoch: 101, iters: 24300, time: 0.274, data: 0.020) G_GAN: 4.376 G_L1: 3.264 D_real: 0.045 D_fake: 0.043 +(epoch: 101, iters: 24400, time: 0.640, data: 0.016) G_GAN: 5.901 G_L1: 10.538 D_real: 0.000 D_fake: 0.020 +(epoch: 101, iters: 24500, time: 0.288, data: 0.023) G_GAN: 4.794 G_L1: 3.530 D_real: 0.160 D_fake: 0.052 +(epoch: 101, iters: 24600, time: 0.295, data: 0.022) G_GAN: 4.344 G_L1: 2.608 D_real: 0.028 D_fake: 0.049 +(epoch: 101, iters: 24700, time: 0.285, data: 0.017) G_GAN: 4.624 G_L1: 2.944 D_real: 0.025 D_fake: 0.077 +(epoch: 101, iters: 24800, time: 0.413, data: 0.018) G_GAN: 4.006 G_L1: 2.948 D_real: 0.037 D_fake: 0.112 +(epoch: 101, iters: 24900, time: 0.284, data: 0.018) G_GAN: 5.562 G_L1: 3.371 D_real: 0.030 D_fake: 0.011 +(epoch: 101, iters: 25000, time: 0.271, data: 0.016) G_GAN: 5.987 G_L1: 3.430 D_real: 0.049 D_fake: 0.021 +(epoch: 101, iters: 25100, time: 0.305, data: 0.018) G_GAN: 3.579 G_L1: 2.055 D_real: 0.241 D_fake: 0.118 +(epoch: 101, iters: 25200, time: 0.369, data: 0.020) G_GAN: 5.546 G_L1: 4.076 D_real: 0.002 D_fake: 0.012 +(epoch: 101, iters: 25300, time: 0.291, data: 0.015) G_GAN: 4.049 G_L1: 4.215 D_real: 0.302 D_fake: 0.073 +(epoch: 101, iters: 25400, time: 0.297, data: 0.018) G_GAN: 6.429 G_L1: 4.812 D_real: 0.001 D_fake: 0.005 +(epoch: 101, iters: 25500, time: 0.284, data: 0.018) G_GAN: 3.862 G_L1: 4.470 D_real: 0.331 D_fake: 0.168 +(epoch: 101, iters: 25600, time: 0.366, data: 0.017) G_GAN: 5.961 G_L1: 2.636 D_real: 0.006 D_fake: 0.012 +(epoch: 101, iters: 25700, time: 0.292, data: 0.019) G_GAN: 5.914 G_L1: 7.319 D_real: 0.050 D_fake: 0.008 +(epoch: 101, iters: 25800, time: 0.288, data: 0.018) G_GAN: 6.206 G_L1: 8.889 D_real: 0.025 D_fake: 0.021 +(epoch: 101, iters: 25900, time: 0.281, data: 0.018) G_GAN: 4.142 G_L1: 3.582 D_real: 0.185 D_fake: 0.026 +(epoch: 101, iters: 26000, time: 0.400, data: 0.016) G_GAN: 4.308 G_L1: 6.297 D_real: 0.002 D_fake: 0.043 +(epoch: 101, iters: 26100, time: 0.283, data: 0.016) G_GAN: 5.191 G_L1: 5.360 D_real: 0.023 D_fake: 0.029 +(epoch: 101, iters: 26200, time: 0.287, data: 0.019) G_GAN: 3.121 G_L1: 3.844 D_real: 0.017 D_fake: 0.188 +(epoch: 101, iters: 26300, time: 0.282, data: 0.016) G_GAN: 4.063 G_L1: 5.366 D_real: 0.035 D_fake: 0.092 +(epoch: 101, iters: 26400, time: 0.633, data: 0.018) G_GAN: 6.437 G_L1: 5.958 D_real: 0.024 D_fake: 0.031 +(epoch: 101, iters: 26500, time: 0.278, data: 0.020) G_GAN: 3.877 G_L1: 5.565 D_real: 0.328 D_fake: 0.072 +(epoch: 101, iters: 26600, time: 0.289, data: 0.017) G_GAN: 3.625 G_L1: 2.933 D_real: 0.318 D_fake: 0.090 +(epoch: 101, iters: 26700, time: 0.290, data: 0.018) G_GAN: 3.280 G_L1: 3.219 D_real: 0.080 D_fake: 0.139 +(epoch: 101, iters: 26800, time: 0.417, data: 0.019) G_GAN: 3.692 G_L1: 3.662 D_real: 0.017 D_fake: 0.104 +(epoch: 101, iters: 26900, time: 0.297, data: 0.020) G_GAN: 4.721 G_L1: 3.142 D_real: 0.003 D_fake: 0.036 +(epoch: 101, iters: 27000, time: 0.297, data: 0.020) G_GAN: 3.987 G_L1: 3.502 D_real: 0.368 D_fake: 0.062 +(epoch: 101, iters: 27100, time: 0.288, data: 0.020) G_GAN: 2.752 G_L1: 3.716 D_real: 0.041 D_fake: 0.727 +(epoch: 101, iters: 27200, time: 0.408, data: 0.017) G_GAN: 4.744 G_L1: 3.916 D_real: 0.055 D_fake: 0.051 +(epoch: 101, iters: 27300, time: 0.290, data: 0.019) G_GAN: 4.911 G_L1: 5.204 D_real: 0.152 D_fake: 0.036 +(epoch: 101, iters: 27400, time: 0.292, data: 0.018) G_GAN: 3.899 G_L1: 3.216 D_real: 0.277 D_fake: 0.098 +(epoch: 101, iters: 27500, time: 0.289, data: 0.026) G_GAN: 5.922 G_L1: 2.285 D_real: 0.293 D_fake: 0.021 +(epoch: 101, iters: 27600, time: 0.406, data: 0.018) G_GAN: 3.241 G_L1: 3.422 D_real: 0.125 D_fake: 0.219 +(epoch: 101, iters: 27700, time: 0.284, data: 0.016) G_GAN: 3.918 G_L1: 4.059 D_real: 0.062 D_fake: 0.098 +(epoch: 101, iters: 27800, time: 0.271, data: 0.017) G_GAN: 4.207 G_L1: 5.028 D_real: 0.140 D_fake: 0.122 +(epoch: 101, iters: 27900, time: 0.294, data: 0.016) G_GAN: 6.147 G_L1: 6.292 D_real: 0.015 D_fake: 0.023 +(epoch: 101, iters: 28000, time: 0.404, data: 0.019) G_GAN: 6.169 G_L1: 4.256 D_real: 0.055 D_fake: 0.158 +(epoch: 101, iters: 28100, time: 0.272, data: 0.019) G_GAN: 5.740 G_L1: 4.861 D_real: 0.209 D_fake: 0.020 +(epoch: 101, iters: 28200, time: 0.301, data: 0.015) G_GAN: 5.883 G_L1: 4.816 D_real: 0.007 D_fake: 0.022 +(epoch: 101, iters: 28300, time: 0.286, data: 0.020) G_GAN: 5.919 G_L1: 5.011 D_real: 0.006 D_fake: 0.074 +(epoch: 101, iters: 28400, time: 0.612, data: 0.018) G_GAN: 7.633 G_L1: 5.288 D_real: 0.001 D_fake: 0.002 +(epoch: 101, iters: 28500, time: 0.287, data: 0.018) G_GAN: 4.891 G_L1: 4.789 D_real: 0.000 D_fake: 0.084 +(epoch: 101, iters: 28600, time: 0.298, data: 0.019) G_GAN: 6.085 G_L1: 5.495 D_real: 0.013 D_fake: 0.012 +(epoch: 101, iters: 28700, time: 0.299, data: 0.020) G_GAN: 4.609 G_L1: 6.211 D_real: 0.013 D_fake: 0.037 +(epoch: 101, iters: 28800, time: 0.426, data: 0.020) G_GAN: 5.089 G_L1: 10.303 D_real: 0.002 D_fake: 0.019 +(epoch: 101, iters: 28900, time: 0.301, data: 0.020) G_GAN: 7.181 G_L1: 5.222 D_real: 0.000 D_fake: 0.018 +(epoch: 101, iters: 29000, time: 0.288, data: 0.023) G_GAN: 6.703 G_L1: 5.320 D_real: 0.000 D_fake: 0.056 +(epoch: 101, iters: 29100, time: 0.294, data: 0.018) G_GAN: 9.139 G_L1: 5.100 D_real: 0.025 D_fake: 0.001 +(epoch: 101, iters: 29200, time: 0.416, data: 0.018) G_GAN: 6.103 G_L1: 5.053 D_real: 0.007 D_fake: 0.017 +(epoch: 101, iters: 29300, time: 0.285, data: 0.017) G_GAN: 4.281 G_L1: 5.592 D_real: 0.000 D_fake: 0.042 +(epoch: 101, iters: 29400, time: 0.299, data: 0.019) G_GAN: 8.212 G_L1: 6.905 D_real: 0.044 D_fake: 0.015 +(epoch: 101, iters: 29500, time: 0.302, data: 0.017) G_GAN: 6.338 G_L1: 3.364 D_real: 0.001 D_fake: 0.029 +(epoch: 101, iters: 29600, time: 0.429, data: 0.020) G_GAN: 7.018 G_L1: 5.770 D_real: 0.000 D_fake: 0.029 +(epoch: 101, iters: 29700, time: 0.302, data: 0.021) G_GAN: 5.674 G_L1: 4.806 D_real: 0.006 D_fake: 0.044 +(epoch: 101, iters: 29800, time: 0.292, data: 0.020) G_GAN: 4.945 G_L1: 4.065 D_real: 0.002 D_fake: 0.033 +(epoch: 101, iters: 29900, time: 0.306, data: 0.018) G_GAN: 6.703 G_L1: 5.234 D_real: 0.000 D_fake: 0.016 +(epoch: 101, iters: 30000, time: 0.415, data: 0.020) G_GAN: 6.557 G_L1: 5.655 D_real: 0.000 D_fake: 0.041 +(epoch: 101, iters: 30100, time: 0.297, data: 0.020) G_GAN: 6.617 G_L1: 4.414 D_real: 0.000 D_fake: 0.007 +(epoch: 101, iters: 30200, time: 0.292, data: 0.017) G_GAN: 5.473 G_L1: 3.621 D_real: 0.000 D_fake: 0.059 +(epoch: 101, iters: 30300, time: 0.300, data: 0.019) G_GAN: 7.561 G_L1: 5.269 D_real: 0.000 D_fake: 0.005 +(epoch: 101, iters: 30400, time: 0.595, data: 0.018) G_GAN: 7.553 G_L1: 5.165 D_real: 0.009 D_fake: 0.005 +(epoch: 101, iters: 30500, time: 0.297, data: 0.018) G_GAN: 5.840 G_L1: 5.556 D_real: 0.001 D_fake: 0.112 +(epoch: 101, iters: 30600, time: 0.295, data: 0.019) G_GAN: 5.333 G_L1: 4.605 D_real: 0.016 D_fake: 0.044 +(epoch: 101, iters: 30700, time: 0.303, data: 0.019) G_GAN: 7.050 G_L1: 3.870 D_real: 0.000 D_fake: 0.004 +(epoch: 101, iters: 30800, time: 0.427, data: 0.019) G_GAN: 6.705 G_L1: 4.141 D_real: 0.000 D_fake: 0.007 +(epoch: 101, iters: 30900, time: 0.285, data: 0.019) G_GAN: 4.487 G_L1: 7.316 D_real: 0.006 D_fake: 0.074 +(epoch: 101, iters: 31000, time: 0.301, data: 0.018) G_GAN: 5.556 G_L1: 6.208 D_real: 0.000 D_fake: 0.032 +(epoch: 101, iters: 31100, time: 0.303, data: 0.019) G_GAN: 5.405 G_L1: 6.561 D_real: 0.001 D_fake: 0.021 +(epoch: 101, iters: 31200, time: 0.412, data: 0.020) G_GAN: 4.374 G_L1: 4.651 D_real: 0.000 D_fake: 0.230 +(epoch: 101, iters: 31300, time: 0.300, data: 0.019) G_GAN: 4.897 G_L1: 5.190 D_real: 0.002 D_fake: 0.025 +(epoch: 101, iters: 31400, time: 0.292, data: 0.019) G_GAN: 5.680 G_L1: 4.821 D_real: 0.006 D_fake: 0.039 +(epoch: 101, iters: 31500, time: 0.289, data: 0.017) G_GAN: 5.053 G_L1: 4.811 D_real: 0.001 D_fake: 0.249 +(epoch: 101, iters: 31600, time: 0.418, data: 0.018) G_GAN: 4.890 G_L1: 5.586 D_real: 0.000 D_fake: 0.134 +(epoch: 101, iters: 31700, time: 0.297, data: 0.018) G_GAN: 4.902 G_L1: 5.089 D_real: 0.010 D_fake: 0.019 +(epoch: 101, iters: 31800, time: 0.302, data: 0.018) G_GAN: 4.585 G_L1: 5.697 D_real: 0.000 D_fake: 0.086 +(epoch: 101, iters: 31900, time: 0.303, data: 0.020) G_GAN: 6.419 G_L1: 4.600 D_real: 0.007 D_fake: 0.010 +(epoch: 101, iters: 32000, time: 0.417, data: 0.023) G_GAN: 4.690 G_L1: 5.378 D_real: 0.000 D_fake: 0.037 +(epoch: 101, iters: 32100, time: 0.304, data: 0.019) G_GAN: 4.838 G_L1: 3.970 D_real: 0.000 D_fake: 0.031 +(epoch: 101, iters: 32200, time: 0.305, data: 0.019) G_GAN: 3.740 G_L1: 5.050 D_real: 0.000 D_fake: 0.242 +(epoch: 101, iters: 32300, time: 0.301, data: 0.021) G_GAN: 4.036 G_L1: 4.562 D_real: 0.000 D_fake: 0.048 +(epoch: 101, iters: 32400, time: 0.638, data: 0.019) G_GAN: 5.095 G_L1: 7.493 D_real: 0.001 D_fake: 0.105 +(epoch: 101, iters: 32500, time: 0.302, data: 0.018) G_GAN: 3.888 G_L1: 3.817 D_real: 0.000 D_fake: 0.044 +(epoch: 101, iters: 32600, time: 0.295, data: 0.024) G_GAN: 3.530 G_L1: 4.443 D_real: 0.000 D_fake: 0.072 +(epoch: 101, iters: 32700, time: 0.304, data: 0.019) G_GAN: 5.259 G_L1: 3.684 D_real: 0.007 D_fake: 0.036 +(epoch: 101, iters: 32800, time: 0.420, data: 0.020) G_GAN: 5.203 G_L1: 7.008 D_real: 0.000 D_fake: 0.022 +(epoch: 101, iters: 32900, time: 0.296, data: 0.019) G_GAN: 5.398 G_L1: 5.829 D_real: 0.000 D_fake: 0.040 +(epoch: 101, iters: 33000, time: 0.304, data: 0.019) G_GAN: 5.208 G_L1: 4.643 D_real: 0.000 D_fake: 0.059 +(epoch: 101, iters: 33100, time: 0.305, data: 0.020) G_GAN: 4.380 G_L1: 6.408 D_real: 0.001 D_fake: 0.071 +(epoch: 101, iters: 33200, time: 0.390, data: 0.020) G_GAN: 3.559 G_L1: 4.783 D_real: 0.000 D_fake: 0.145 +(epoch: 101, iters: 33300, time: 0.301, data: 0.019) G_GAN: 2.842 G_L1: 4.424 D_real: 0.000 D_fake: 0.131 +(epoch: 101, iters: 33400, time: 0.300, data: 0.018) G_GAN: 4.046 G_L1: 6.198 D_real: 0.002 D_fake: 0.018 +(epoch: 101, iters: 33500, time: 0.291, data: 0.021) G_GAN: 3.458 G_L1: 4.773 D_real: 0.000 D_fake: 0.074 +(epoch: 101, iters: 33600, time: 0.422, data: 0.019) G_GAN: 3.961 G_L1: 4.313 D_real: 0.000 D_fake: 0.074 +(epoch: 101, iters: 33700, time: 0.306, data: 0.020) G_GAN: 4.338 G_L1: 4.031 D_real: 0.000 D_fake: 0.057 +(epoch: 101, iters: 33800, time: 0.296, data: 0.020) G_GAN: 3.644 G_L1: 4.580 D_real: 0.000 D_fake: 0.134 +(epoch: 101, iters: 33900, time: 0.296, data: 0.019) G_GAN: 3.087 G_L1: 4.739 D_real: 0.000 D_fake: 0.615 +(epoch: 101, iters: 34000, time: 0.384, data: 0.019) G_GAN: 2.848 G_L1: 4.639 D_real: 0.000 D_fake: 0.151 +(epoch: 101, iters: 34100, time: 0.297, data: 0.017) G_GAN: 4.059 G_L1: 4.620 D_real: 0.001 D_fake: 0.149 +(epoch: 101, iters: 34200, time: 0.306, data: 0.019) G_GAN: 4.207 G_L1: 4.750 D_real: 0.000 D_fake: 0.111 +(epoch: 101, iters: 34300, time: 0.303, data: 0.020) G_GAN: 2.465 G_L1: 4.478 D_real: 0.000 D_fake: 0.358 +(epoch: 101, iters: 34400, time: 0.592, data: 0.019) G_GAN: 3.674 G_L1: 4.518 D_real: 0.000 D_fake: 0.105 +(epoch: 101, iters: 34500, time: 0.291, data: 0.018) G_GAN: 4.720 G_L1: 4.890 D_real: 0.000 D_fake: 0.056 +(epoch: 101, iters: 34600, time: 0.298, data: 0.019) G_GAN: 2.987 G_L1: 3.699 D_real: 0.000 D_fake: 0.109 +(epoch: 101, iters: 34700, time: 0.301, data: 0.022) G_GAN: 3.949 G_L1: 5.046 D_real: 0.000 D_fake: 0.167 +(epoch: 101, iters: 34800, time: 0.416, data: 0.020) G_GAN: 5.917 G_L1: 6.632 D_real: 0.000 D_fake: 0.114 +(epoch: 101, iters: 34900, time: 0.302, data: 0.018) G_GAN: 3.150 G_L1: 3.973 D_real: 0.000 D_fake: 0.311 +(epoch: 101, iters: 35000, time: 0.295, data: 0.019) G_GAN: 7.369 G_L1: 4.826 D_real: 0.000 D_fake: 0.008 +(epoch: 101, iters: 35100, time: 0.290, data: 0.020) G_GAN: 5.769 G_L1: 7.590 D_real: 0.004 D_fake: 0.069 +(epoch: 101, iters: 35200, time: 0.408, data: 0.018) G_GAN: 3.254 G_L1: 3.923 D_real: 0.000 D_fake: 0.088 +(epoch: 101, iters: 35300, time: 0.301, data: 0.020) G_GAN: 4.915 G_L1: 5.272 D_real: 0.000 D_fake: 0.072 +(epoch: 101, iters: 35400, time: 0.302, data: 0.019) G_GAN: 4.582 G_L1: 6.395 D_real: 0.000 D_fake: 0.315 +(epoch: 101, iters: 35500, time: 0.299, data: 0.020) G_GAN: 3.028 G_L1: 4.366 D_real: 0.000 D_fake: 0.119 +(epoch: 101, iters: 35600, time: 0.420, data: 0.019) G_GAN: 3.350 G_L1: 4.448 D_real: 0.000 D_fake: 0.089 +(epoch: 101, iters: 35700, time: 0.301, data: 0.021) G_GAN: 2.571 G_L1: 4.568 D_real: 0.000 D_fake: 0.559 +(epoch: 101, iters: 35800, time: 0.299, data: 0.019) G_GAN: 3.685 G_L1: 5.050 D_real: 0.000 D_fake: 0.123 +(epoch: 101, iters: 35900, time: 0.300, data: 0.019) G_GAN: 4.642 G_L1: 5.932 D_real: 0.002 D_fake: 0.048 +(epoch: 101, iters: 36000, time: 0.419, data: 0.020) G_GAN: 3.333 G_L1: 5.189 D_real: 0.000 D_fake: 0.055 +(epoch: 101, iters: 36100, time: 0.288, data: 0.019) G_GAN: 4.515 G_L1: 6.060 D_real: 0.000 D_fake: 0.028 +(epoch: 101, iters: 36200, time: 0.299, data: 0.018) G_GAN: 2.731 G_L1: 4.584 D_real: 0.000 D_fake: 0.283 +(epoch: 101, iters: 36300, time: 0.298, data: 0.021) G_GAN: 6.304 G_L1: 6.315 D_real: 0.008 D_fake: 0.100 +(epoch: 101, iters: 36400, time: 0.662, data: 0.018) G_GAN: 2.572 G_L1: 4.742 D_real: 0.000 D_fake: 0.837 +(epoch: 101, iters: 36500, time: 0.294, data: 0.017) G_GAN: 2.799 G_L1: 4.579 D_real: 0.001 D_fake: 0.156 +(epoch: 101, iters: 36600, time: 0.293, data: 0.020) G_GAN: 3.738 G_L1: 6.884 D_real: 0.000 D_fake: 0.140 +(epoch: 101, iters: 36700, time: 0.303, data: 0.020) G_GAN: 3.158 G_L1: 3.926 D_real: 0.000 D_fake: 0.412 +(epoch: 101, iters: 36800, time: 0.411, data: 0.020) G_GAN: 2.990 G_L1: 3.850 D_real: 0.000 D_fake: 0.291 +(epoch: 101, iters: 36900, time: 0.303, data: 0.018) G_GAN: 4.806 G_L1: 5.353 D_real: 0.000 D_fake: 0.036 +(epoch: 101, iters: 37000, time: 0.302, data: 0.020) G_GAN: 3.834 G_L1: 5.203 D_real: 0.000 D_fake: 0.201 +(epoch: 101, iters: 37100, time: 0.293, data: 0.019) G_GAN: 3.307 G_L1: 4.010 D_real: 0.000 D_fake: 0.149 +(epoch: 101, iters: 37200, time: 0.398, data: 0.018) G_GAN: 2.621 G_L1: 4.584 D_real: 0.003 D_fake: 0.514 +(epoch: 101, iters: 37300, time: 0.295, data: 0.023) G_GAN: 2.442 G_L1: 4.446 D_real: 0.002 D_fake: 0.477 +(epoch: 101, iters: 37400, time: 0.306, data: 0.023) G_GAN: 3.659 G_L1: 5.702 D_real: 0.001 D_fake: 0.080 +(epoch: 101, iters: 37500, time: 0.302, data: 0.019) G_GAN: 3.580 G_L1: 4.677 D_real: 0.000 D_fake: 0.097 +(epoch: 101, iters: 37600, time: 0.401, data: 0.020) G_GAN: 2.492 G_L1: 6.542 D_real: 0.024 D_fake: 0.222 +(epoch: 101, iters: 37700, time: 0.286, data: 0.019) G_GAN: 3.175 G_L1: 5.329 D_real: 0.001 D_fake: 0.149 +(epoch: 101, iters: 37800, time: 0.296, data: 0.018) G_GAN: 3.156 G_L1: 4.433 D_real: 0.000 D_fake: 0.147 +(epoch: 101, iters: 37900, time: 0.298, data: 0.018) G_GAN: 4.545 G_L1: 3.581 D_real: 0.000 D_fake: 0.170 +(epoch: 101, iters: 38000, time: 0.406, data: 0.020) G_GAN: 4.931 G_L1: 5.205 D_real: 0.022 D_fake: 0.182 +(epoch: 101, iters: 38100, time: 0.300, data: 0.018) G_GAN: 5.513 G_L1: 4.417 D_real: 0.097 D_fake: 0.058 +(epoch: 101, iters: 38200, time: 0.305, data: 0.020) G_GAN: 6.356 G_L1: 4.840 D_real: 0.002 D_fake: 0.007 +(epoch: 101, iters: 38300, time: 0.303, data: 0.022) G_GAN: 6.115 G_L1: 5.181 D_real: 0.013 D_fake: 0.069 +(epoch: 101, iters: 38400, time: 0.588, data: 0.020) G_GAN: 6.491 G_L1: 3.383 D_real: 0.009 D_fake: 0.027 +(epoch: 101, iters: 38500, time: 0.285, data: 0.018) G_GAN: 3.961 G_L1: 4.510 D_real: 0.038 D_fake: 0.169 +(epoch: 101, iters: 38600, time: 0.299, data: 0.018) G_GAN: 5.548 G_L1: 3.760 D_real: 0.032 D_fake: 0.027 +(epoch: 101, iters: 38700, time: 0.296, data: 0.018) G_GAN: 6.358 G_L1: 4.238 D_real: 0.015 D_fake: 0.090 +(epoch: 101, iters: 38800, time: 0.403, data: 0.018) G_GAN: 4.035 G_L1: 3.697 D_real: 0.007 D_fake: 0.126 +(epoch: 101, iters: 38900, time: 0.289, data: 0.017) G_GAN: 6.032 G_L1: 5.264 D_real: 0.089 D_fake: 0.025 +(epoch: 101, iters: 39000, time: 0.284, data: 0.018) G_GAN: 3.315 G_L1: 5.500 D_real: 0.029 D_fake: 0.399 +(epoch: 101, iters: 39100, time: 0.287, data: 0.017) G_GAN: 3.933 G_L1: 4.420 D_real: 0.011 D_fake: 0.236 +(epoch: 101, iters: 39200, time: 0.421, data: 0.018) G_GAN: 3.266 G_L1: 3.858 D_real: 0.104 D_fake: 0.253 +(epoch: 101, iters: 39300, time: 0.291, data: 0.019) G_GAN: 3.528 G_L1: 5.581 D_real: 0.051 D_fake: 0.141 +(epoch: 101, iters: 39400, time: 0.294, data: 0.018) G_GAN: 6.675 G_L1: 4.870 D_real: 0.029 D_fake: 0.009 +(epoch: 101, iters: 39500, time: 0.288, data: 0.018) G_GAN: 5.152 G_L1: 4.018 D_real: 0.110 D_fake: 0.102 +(epoch: 101, iters: 39600, time: 0.390, data: 0.018) G_GAN: 4.507 G_L1: 5.030 D_real: 0.004 D_fake: 0.146 +(epoch: 101, iters: 39700, time: 0.296, data: 0.017) G_GAN: 3.940 G_L1: 4.444 D_real: 0.002 D_fake: 0.133 +(epoch: 101, iters: 39800, time: 0.290, data: 0.019) G_GAN: 5.423 G_L1: 4.605 D_real: 0.004 D_fake: 0.079 +(epoch: 101, iters: 39900, time: 0.293, data: 0.018) G_GAN: 3.630 G_L1: 4.052 D_real: 0.014 D_fake: 0.114 +(epoch: 101, iters: 40000, time: 0.395, data: 0.021) G_GAN: 3.953 G_L1: 3.843 D_real: 0.039 D_fake: 0.181 +(epoch: 101, iters: 40100, time: 0.296, data: 0.019) G_GAN: 4.049 G_L1: 3.449 D_real: 0.010 D_fake: 0.085 +(epoch: 101, iters: 40200, time: 0.299, data: 0.019) G_GAN: 3.218 G_L1: 4.517 D_real: 0.052 D_fake: 0.195 +(epoch: 101, iters: 40300, time: 0.296, data: 0.020) G_GAN: 3.411 G_L1: 2.789 D_real: 0.200 D_fake: 0.090 +(epoch: 101, iters: 40400, time: 0.660, data: 0.018) G_GAN: 5.375 G_L1: 3.344 D_real: 0.135 D_fake: 0.015 +(epoch: 101, iters: 40500, time: 0.293, data: 0.018) G_GAN: 5.004 G_L1: 5.402 D_real: 0.090 D_fake: 0.066 +(epoch: 101, iters: 40600, time: 0.298, data: 0.019) G_GAN: 3.179 G_L1: 3.614 D_real: 0.029 D_fake: 0.082 +(epoch: 101, iters: 40700, time: 0.298, data: 0.020) G_GAN: 4.006 G_L1: 3.287 D_real: 0.021 D_fake: 0.050 +(epoch: 101, iters: 40800, time: 0.418, data: 0.019) G_GAN: 4.551 G_L1: 3.592 D_real: 0.157 D_fake: 0.020 +(epoch: 101, iters: 40900, time: 0.288, data: 0.020) G_GAN: 6.315 G_L1: 6.522 D_real: 0.097 D_fake: 0.006 +(epoch: 101, iters: 41000, time: 0.281, data: 0.020) G_GAN: 7.018 G_L1: 4.654 D_real: 0.001 D_fake: 0.011 +(epoch: 101, iters: 41100, time: 0.303, data: 0.019) G_GAN: 4.177 G_L1: 3.735 D_real: 0.158 D_fake: 0.045 +(epoch: 101, iters: 41200, time: 0.413, data: 0.019) G_GAN: 6.138 G_L1: 3.726 D_real: 0.010 D_fake: 0.011 +(epoch: 101, iters: 41300, time: 0.294, data: 0.018) G_GAN: 4.564 G_L1: 4.492 D_real: 0.008 D_fake: 0.036 +(epoch: 101, iters: 41400, time: 0.283, data: 0.020) G_GAN: 5.355 G_L1: 4.033 D_real: 0.035 D_fake: 0.033 +(epoch: 101, iters: 41500, time: 0.294, data: 0.017) G_GAN: 6.459 G_L1: 4.917 D_real: 0.000 D_fake: 0.081 +(epoch: 101, iters: 41600, time: 0.421, data: 0.019) G_GAN: 4.142 G_L1: 5.005 D_real: 0.000 D_fake: 0.110 +(epoch: 101, iters: 41700, time: 0.272, data: 0.018) G_GAN: 4.361 G_L1: 4.934 D_real: 0.043 D_fake: 0.139 +(epoch: 101, iters: 41800, time: 0.279, data: 0.017) G_GAN: 4.645 G_L1: 4.967 D_real: 0.200 D_fake: 0.097 +(epoch: 101, iters: 41900, time: 0.291, data: 0.018) G_GAN: 5.136 G_L1: 3.237 D_real: 0.015 D_fake: 0.058 +(epoch: 101, iters: 42000, time: 0.411, data: 0.019) G_GAN: 3.721 G_L1: 3.421 D_real: 0.002 D_fake: 0.043 +(epoch: 101, iters: 42100, time: 0.295, data: 0.018) G_GAN: 2.881 G_L1: 3.582 D_real: 0.144 D_fake: 0.097 +(epoch: 101, iters: 42200, time: 0.286, data: 0.019) G_GAN: 3.947 G_L1: 4.290 D_real: 0.052 D_fake: 0.095 +(epoch: 101, iters: 42300, time: 0.290, data: 0.019) G_GAN: 3.001 G_L1: 4.332 D_real: 0.001 D_fake: 0.171 +(epoch: 101, iters: 42400, time: 0.659, data: 0.017) G_GAN: 5.144 G_L1: 4.801 D_real: 0.109 D_fake: 0.016 +(epoch: 101, iters: 42500, time: 0.296, data: 0.020) G_GAN: 3.352 G_L1: 3.684 D_real: 0.069 D_fake: 0.221 +(epoch: 101, iters: 42600, time: 0.292, data: 0.020) G_GAN: 4.188 G_L1: 5.312 D_real: 0.102 D_fake: 0.046 +(epoch: 101, iters: 42700, time: 0.277, data: 0.028) G_GAN: 3.545 G_L1: 4.491 D_real: 0.227 D_fake: 0.536 +(epoch: 101, iters: 42800, time: 0.414, data: 0.018) G_GAN: 6.079 G_L1: 6.823 D_real: 0.008 D_fake: 0.012 +(epoch: 101, iters: 42900, time: 0.293, data: 0.020) G_GAN: 4.334 G_L1: 4.173 D_real: 0.239 D_fake: 0.084 +(epoch: 101, iters: 43000, time: 0.289, data: 0.017) G_GAN: 3.605 G_L1: 3.221 D_real: 0.396 D_fake: 0.058 +(epoch: 101, iters: 43100, time: 0.292, data: 0.018) G_GAN: 5.303 G_L1: 6.297 D_real: 0.001 D_fake: 0.025 +(epoch: 101, iters: 43200, time: 0.402, data: 0.017) G_GAN: 3.402 G_L1: 3.090 D_real: 0.078 D_fake: 0.146 +(epoch: 101, iters: 43300, time: 0.297, data: 0.018) G_GAN: 4.910 G_L1: 5.409 D_real: 0.007 D_fake: 0.042 +(epoch: 101, iters: 43400, time: 0.296, data: 0.019) G_GAN: 6.392 G_L1: 5.283 D_real: 0.032 D_fake: 0.013 +(epoch: 101, iters: 43500, time: 0.288, data: 0.020) G_GAN: 4.829 G_L1: 5.148 D_real: 0.016 D_fake: 0.157 +(epoch: 101, iters: 43600, time: 0.417, data: 0.018) G_GAN: 4.976 G_L1: 3.710 D_real: 0.017 D_fake: 0.043 +(epoch: 101, iters: 43700, time: 0.293, data: 0.019) G_GAN: 5.351 G_L1: 4.055 D_real: 0.201 D_fake: 0.027 +(epoch: 101, iters: 43800, time: 0.294, data: 0.019) G_GAN: 4.480 G_L1: 3.418 D_real: 0.009 D_fake: 0.073 +(epoch: 101, iters: 43900, time: 0.300, data: 0.019) G_GAN: 5.702 G_L1: 3.511 D_real: 0.048 D_fake: 0.012 +(epoch: 101, iters: 44000, time: 0.390, data: 0.020) G_GAN: 3.815 G_L1: 5.020 D_real: 0.152 D_fake: 0.090 +(epoch: 101, iters: 44100, time: 0.300, data: 0.020) G_GAN: 3.384 G_L1: 3.476 D_real: 0.003 D_fake: 0.099 +(epoch: 101, iters: 44200, time: 0.300, data: 0.020) G_GAN: 3.982 G_L1: 3.695 D_real: 0.003 D_fake: 0.314 +(epoch: 101, iters: 44300, time: 0.301, data: 0.021) G_GAN: 3.617 G_L1: 3.878 D_real: 0.038 D_fake: 0.090 +(epoch: 101, iters: 44400, time: 0.661, data: 0.019) G_GAN: 4.506 G_L1: 4.549 D_real: 0.080 D_fake: 0.050 +(epoch: 101, iters: 44500, time: 0.306, data: 0.021) G_GAN: 4.447 G_L1: 4.309 D_real: 0.286 D_fake: 0.034 +(epoch: 101, iters: 44600, time: 0.295, data: 0.018) G_GAN: 3.258 G_L1: 3.856 D_real: 0.022 D_fake: 0.113 +(epoch: 101, iters: 44700, time: 0.299, data: 0.020) G_GAN: 5.101 G_L1: 4.365 D_real: 0.322 D_fake: 0.023 +(epoch: 101, iters: 44800, time: 0.406, data: 0.022) G_GAN: 3.617 G_L1: 5.290 D_real: 0.527 D_fake: 0.040 +(epoch: 101, iters: 44900, time: 0.295, data: 0.018) G_GAN: 4.750 G_L1: 4.748 D_real: 0.001 D_fake: 0.048 +(epoch: 101, iters: 45000, time: 0.297, data: 0.020) G_GAN: 4.296 G_L1: 5.269 D_real: 0.091 D_fake: 0.042 +(epoch: 101, iters: 45100, time: 0.288, data: 0.019) G_GAN: 4.468 G_L1: 3.530 D_real: 0.165 D_fake: 0.089 +(epoch: 101, iters: 45200, time: 0.412, data: 0.019) G_GAN: 4.928 G_L1: 3.272 D_real: 0.033 D_fake: 0.036 +(epoch: 101, iters: 45300, time: 0.302, data: 0.020) G_GAN: 3.780 G_L1: 4.175 D_real: 0.031 D_fake: 0.081 +(epoch: 101, iters: 45400, time: 0.302, data: 0.021) G_GAN: 4.906 G_L1: 3.550 D_real: 0.052 D_fake: 0.042 +(epoch: 101, iters: 45500, time: 0.303, data: 0.021) G_GAN: 3.286 G_L1: 3.954 D_real: 0.004 D_fake: 0.213 +(epoch: 101, iters: 45600, time: 0.425, data: 0.021) G_GAN: 5.257 G_L1: 5.075 D_real: 0.006 D_fake: 0.055 +(epoch: 101, iters: 45700, time: 0.293, data: 0.020) G_GAN: 3.849 G_L1: 4.514 D_real: 0.001 D_fake: 0.073 +(epoch: 101, iters: 45800, time: 0.301, data: 0.020) G_GAN: 3.789 G_L1: 3.819 D_real: 0.071 D_fake: 0.073 +(epoch: 101, iters: 45900, time: 0.297, data: 0.019) G_GAN: 4.606 G_L1: 3.639 D_real: 0.009 D_fake: 0.140 +(epoch: 101, iters: 46000, time: 0.407, data: 0.019) G_GAN: 4.277 G_L1: 4.850 D_real: 0.003 D_fake: 0.114 +(epoch: 101, iters: 46100, time: 0.292, data: 0.019) G_GAN: 4.244 G_L1: 4.174 D_real: 0.003 D_fake: 0.081 +(epoch: 101, iters: 46200, time: 0.301, data: 0.020) G_GAN: 4.109 G_L1: 3.481 D_real: 0.026 D_fake: 0.109 +(epoch: 101, iters: 46300, time: 0.301, data: 0.018) G_GAN: 4.709 G_L1: 3.538 D_real: 0.008 D_fake: 0.044 +(epoch: 101, iters: 46400, time: 0.608, data: 0.019) G_GAN: 3.774 G_L1: 3.911 D_real: 0.249 D_fake: 0.058 +(epoch: 101, iters: 46500, time: 0.283, data: 0.017) G_GAN: 5.246 G_L1: 4.283 D_real: 0.189 D_fake: 0.011 +(epoch: 101, iters: 46600, time: 0.289, data: 0.020) G_GAN: 4.515 G_L1: 4.439 D_real: 0.009 D_fake: 0.035 +(epoch: 101, iters: 46700, time: 0.301, data: 0.018) G_GAN: 4.989 G_L1: 7.380 D_real: 0.000 D_fake: 0.526 +(epoch: 101, iters: 46800, time: 0.410, data: 0.019) G_GAN: 3.341 G_L1: 3.325 D_real: 0.013 D_fake: 0.142 +(epoch: 101, iters: 46900, time: 0.292, data: 0.019) G_GAN: 4.512 G_L1: 3.780 D_real: 0.040 D_fake: 0.034 +(epoch: 101, iters: 47000, time: 0.298, data: 0.019) G_GAN: 3.552 G_L1: 4.852 D_real: 0.078 D_fake: 0.153 +(epoch: 101, iters: 47100, time: 0.302, data: 0.017) G_GAN: 5.302 G_L1: 3.782 D_real: 0.100 D_fake: 0.023 +(epoch: 101, iters: 47200, time: 0.407, data: 0.021) G_GAN: 3.650 G_L1: 5.126 D_real: 0.031 D_fake: 0.063 +(epoch: 101, iters: 47300, time: 0.301, data: 0.016) G_GAN: 4.812 G_L1: 4.186 D_real: 0.003 D_fake: 0.036 +(epoch: 101, iters: 47400, time: 0.297, data: 0.026) G_GAN: 4.890 G_L1: 5.162 D_real: 0.023 D_fake: 0.051 +(epoch: 101, iters: 47500, time: 0.303, data: 0.018) G_GAN: 3.077 G_L1: 3.538 D_real: 0.000 D_fake: 0.678 +(epoch: 101, iters: 47600, time: 0.423, data: 0.018) G_GAN: 3.868 G_L1: 3.714 D_real: 0.191 D_fake: 0.096 +(epoch: 101, iters: 47700, time: 0.306, data: 0.018) G_GAN: 3.951 G_L1: 3.407 D_real: 0.149 D_fake: 0.052 +(epoch: 101, iters: 47800, time: 0.302, data: 0.022) G_GAN: 4.936 G_L1: 3.385 D_real: 0.237 D_fake: 0.102 +(epoch: 101, iters: 47900, time: 0.295, data: 0.019) G_GAN: 3.698 G_L1: 3.526 D_real: 0.415 D_fake: 0.026 +(epoch: 101, iters: 48000, time: 0.413, data: 0.020) G_GAN: 5.863 G_L1: 5.409 D_real: 0.009 D_fake: 0.087 +(epoch: 101, iters: 48100, time: 0.303, data: 0.020) G_GAN: 4.539 G_L1: 2.426 D_real: 0.032 D_fake: 0.029 +(epoch: 101, iters: 48200, time: 0.305, data: 0.021) G_GAN: 3.861 G_L1: 4.076 D_real: 0.110 D_fake: 0.093 +(epoch: 101, iters: 48300, time: 0.294, data: 0.020) G_GAN: 2.867 G_L1: 3.370 D_real: 0.026 D_fake: 0.266 +(epoch: 101, iters: 48400, time: 0.604, data: 0.019) G_GAN: 3.123 G_L1: 3.661 D_real: 0.162 D_fake: 0.060 +(epoch: 101, iters: 48500, time: 0.299, data: 0.020) G_GAN: 4.124 G_L1: 3.803 D_real: 0.095 D_fake: 0.041 +(epoch: 101, iters: 48600, time: 0.294, data: 0.023) G_GAN: 4.528 G_L1: 5.042 D_real: 0.184 D_fake: 0.060 +(epoch: 101, iters: 48700, time: 0.301, data: 0.018) G_GAN: 4.294 G_L1: 3.038 D_real: 0.033 D_fake: 0.060 +(epoch: 101, iters: 48800, time: 0.417, data: 0.018) G_GAN: 3.979 G_L1: 4.486 D_real: 0.349 D_fake: 0.054 +(epoch: 101, iters: 48900, time: 0.304, data: 0.021) G_GAN: 4.149 G_L1: 3.460 D_real: 0.011 D_fake: 0.066 +(epoch: 101, iters: 49000, time: 0.303, data: 0.020) G_GAN: 4.808 G_L1: 3.469 D_real: 0.032 D_fake: 0.028 +(epoch: 101, iters: 49100, time: 0.291, data: 0.020) G_GAN: 2.050 G_L1: 4.132 D_real: 0.104 D_fake: 0.356 +(epoch: 101, iters: 49200, time: 0.401, data: 0.018) G_GAN: 3.561 G_L1: 5.038 D_real: 0.035 D_fake: 0.153 +(epoch: 101, iters: 49300, time: 0.299, data: 0.017) G_GAN: 4.164 G_L1: 3.385 D_real: 0.100 D_fake: 0.067 +(epoch: 101, iters: 49400, time: 0.304, data: 0.018) G_GAN: 3.479 G_L1: 3.699 D_real: 0.189 D_fake: 0.058 +(epoch: 101, iters: 49500, time: 0.302, data: 0.020) G_GAN: 4.075 G_L1: 7.322 D_real: 0.014 D_fake: 0.080 +(epoch: 101, iters: 49600, time: 0.420, data: 0.019) G_GAN: 4.414 G_L1: 3.917 D_real: 0.121 D_fake: 0.086 +(epoch: 101, iters: 49700, time: 0.301, data: 0.018) G_GAN: 3.369 G_L1: 2.850 D_real: 0.123 D_fake: 0.097 +(epoch: 101, iters: 49800, time: 0.294, data: 0.019) G_GAN: 5.195 G_L1: 5.108 D_real: 0.009 D_fake: 0.064 +(epoch: 101, iters: 49900, time: 0.294, data: 0.020) G_GAN: 3.971 G_L1: 3.687 D_real: 0.010 D_fake: 0.116 +(epoch: 101, iters: 50000, time: 0.403, data: 0.017) G_GAN: 4.258 G_L1: 4.293 D_real: 0.126 D_fake: 0.050 +(epoch: 101, iters: 50100, time: 0.300, data: 0.017) G_GAN: 3.850 G_L1: 4.038 D_real: 0.103 D_fake: 0.068 +(epoch: 101, iters: 50200, time: 0.282, data: 0.018) G_GAN: 4.416 G_L1: 3.401 D_real: 0.112 D_fake: 0.026 +(epoch: 101, iters: 50300, time: 0.294, data: 0.018) G_GAN: 3.282 G_L1: 5.384 D_real: 0.031 D_fake: 0.186 +(epoch: 101, iters: 50400, time: 0.644, data: 0.018) G_GAN: 3.462 G_L1: 3.355 D_real: 0.110 D_fake: 0.216 +(epoch: 101, iters: 50500, time: 0.285, data: 0.016) G_GAN: 5.373 G_L1: 5.478 D_real: 0.005 D_fake: 0.040 +(epoch: 101, iters: 50600, time: 0.294, data: 0.017) G_GAN: 5.065 G_L1: 5.165 D_real: 0.001 D_fake: 0.026 +(epoch: 101, iters: 50700, time: 0.295, data: 0.018) G_GAN: 3.839 G_L1: 3.071 D_real: 0.298 D_fake: 0.202 +(epoch: 101, iters: 50800, time: 0.421, data: 0.018) G_GAN: 5.127 G_L1: 5.161 D_real: 0.011 D_fake: 0.032 +(epoch: 101, iters: 50900, time: 0.292, data: 0.019) G_GAN: 4.578 G_L1: 4.650 D_real: 0.017 D_fake: 0.059 +(epoch: 101, iters: 51000, time: 0.300, data: 0.021) G_GAN: 3.679 G_L1: 4.412 D_real: 0.038 D_fake: 0.104 +(epoch: 101, iters: 51100, time: 0.283, data: 0.018) G_GAN: 4.364 G_L1: 5.234 D_real: 0.305 D_fake: 0.211 +(epoch: 101, iters: 51200, time: 0.398, data: 0.019) G_GAN: 4.738 G_L1: 3.907 D_real: 0.650 D_fake: 0.021 +(epoch: 101, iters: 51300, time: 0.294, data: 0.017) G_GAN: 2.694 G_L1: 3.747 D_real: 0.003 D_fake: 0.180 +(epoch: 101, iters: 51400, time: 0.305, data: 0.019) G_GAN: 4.562 G_L1: 4.050 D_real: 0.014 D_fake: 0.062 +(epoch: 101, iters: 51500, time: 0.295, data: 0.018) G_GAN: 4.504 G_L1: 3.600 D_real: 0.044 D_fake: 0.137 +(epoch: 101, iters: 51600, time: 0.378, data: 0.020) G_GAN: 4.623 G_L1: 4.167 D_real: 0.010 D_fake: 0.035 +(epoch: 101, iters: 51700, time: 0.300, data: 0.017) G_GAN: 5.376 G_L1: 4.302 D_real: 0.011 D_fake: 0.065 +(epoch: 101, iters: 51800, time: 0.297, data: 0.020) G_GAN: 4.114 G_L1: 4.699 D_real: 0.411 D_fake: 0.229 +(epoch: 101, iters: 51900, time: 0.293, data: 0.017) G_GAN: 6.129 G_L1: 5.533 D_real: 0.014 D_fake: 0.043 +(epoch: 101, iters: 52000, time: 0.394, data: 0.021) G_GAN: 3.639 G_L1: 3.271 D_real: 0.040 D_fake: 0.175 +(epoch: 101, iters: 52100, time: 0.294, data: 0.019) G_GAN: 3.834 G_L1: 4.553 D_real: 0.039 D_fake: 0.250 +(epoch: 101, iters: 52200, time: 0.294, data: 0.021) G_GAN: 3.263 G_L1: 3.627 D_real: 0.079 D_fake: 0.239 +(epoch: 101, iters: 52300, time: 0.294, data: 0.019) G_GAN: 4.425 G_L1: 5.597 D_real: 0.006 D_fake: 0.102 +(epoch: 101, iters: 52400, time: 0.634, data: 0.019) G_GAN: 3.797 G_L1: 3.229 D_real: 0.012 D_fake: 0.477 +(epoch: 101, iters: 52500, time: 0.301, data: 0.017) G_GAN: 3.628 G_L1: 4.627 D_real: 0.476 D_fake: 0.128 +(epoch: 101, iters: 52600, time: 0.288, data: 0.021) G_GAN: 4.977 G_L1: 4.190 D_real: 0.025 D_fake: 0.215 +(epoch: 101, iters: 52700, time: 0.292, data: 0.018) G_GAN: 4.326 G_L1: 3.495 D_real: 0.037 D_fake: 0.091 +(epoch: 101, iters: 52800, time: 0.393, data: 0.019) G_GAN: 3.487 G_L1: 3.300 D_real: 0.525 D_fake: 0.053 +(epoch: 101, iters: 52900, time: 0.289, data: 0.018) G_GAN: 2.162 G_L1: 3.364 D_real: 0.030 D_fake: 0.383 +(epoch: 101, iters: 53000, time: 0.299, data: 0.019) G_GAN: 4.707 G_L1: 7.010 D_real: 0.193 D_fake: 0.025 +(epoch: 101, iters: 53100, time: 0.297, data: 0.018) G_GAN: 4.463 G_L1: 3.599 D_real: 1.255 D_fake: 0.024 +(epoch: 101, iters: 53200, time: 0.396, data: 0.018) G_GAN: 3.535 G_L1: 3.925 D_real: 0.038 D_fake: 0.180 +(epoch: 101, iters: 53300, time: 0.302, data: 0.018) G_GAN: 3.545 G_L1: 3.767 D_real: 0.000 D_fake: 0.226 +(epoch: 101, iters: 53400, time: 0.293, data: 0.021) G_GAN: 5.808 G_L1: 4.996 D_real: 0.092 D_fake: 0.039 +(epoch: 101, iters: 53500, time: 0.300, data: 0.019) G_GAN: 3.777 G_L1: 5.204 D_real: 0.053 D_fake: 0.131 +(epoch: 101, iters: 53600, time: 0.418, data: 0.019) G_GAN: 3.380 G_L1: 3.563 D_real: 0.133 D_fake: 0.091 +(epoch: 101, iters: 53700, time: 0.298, data: 0.022) G_GAN: 5.277 G_L1: 4.676 D_real: 0.121 D_fake: 0.063 +(epoch: 101, iters: 53800, time: 0.304, data: 0.020) G_GAN: 2.343 G_L1: 3.871 D_real: 0.001 D_fake: 0.365 +(epoch: 101, iters: 53900, time: 0.294, data: 0.022) G_GAN: 2.466 G_L1: 4.053 D_real: 0.405 D_fake: 0.162 +(epoch: 101, iters: 54000, time: 0.411, data: 0.021) G_GAN: 3.420 G_L1: 4.139 D_real: 0.173 D_fake: 0.159 +(epoch: 101, iters: 54100, time: 0.298, data: 0.020) G_GAN: 3.662 G_L1: 3.611 D_real: 0.168 D_fake: 0.097 +(epoch: 101, iters: 54200, time: 0.297, data: 0.019) G_GAN: 6.370 G_L1: 6.329 D_real: 0.015 D_fake: 0.012 +(epoch: 101, iters: 54300, time: 0.300, data: 0.020) G_GAN: 4.188 G_L1: 4.307 D_real: 0.227 D_fake: 0.055 +(epoch: 101, iters: 54400, time: 0.655, data: 0.018) G_GAN: 4.443 G_L1: 4.662 D_real: 0.166 D_fake: 0.070 +(epoch: 101, iters: 54500, time: 0.302, data: 0.020) G_GAN: 5.377 G_L1: 4.099 D_real: 0.177 D_fake: 0.026 +(epoch: 101, iters: 54600, time: 0.305, data: 0.019) G_GAN: 5.646 G_L1: 4.051 D_real: 0.003 D_fake: 0.032 +(epoch: 101, iters: 54700, time: 0.307, data: 0.021) G_GAN: 4.101 G_L1: 3.858 D_real: 0.139 D_fake: 0.078 +(epoch: 101, iters: 54800, time: 0.418, data: 0.021) G_GAN: 5.883 G_L1: 4.173 D_real: 0.188 D_fake: 0.007 +(epoch: 101, iters: 54900, time: 0.294, data: 0.018) G_GAN: 4.215 G_L1: 3.543 D_real: 0.022 D_fake: 0.051 +(epoch: 101, iters: 55000, time: 0.302, data: 0.018) G_GAN: 4.128 G_L1: 3.378 D_real: 0.017 D_fake: 0.048 +(epoch: 101, iters: 55100, time: 0.293, data: 0.020) G_GAN: 3.628 G_L1: 4.234 D_real: 0.105 D_fake: 0.191 +(epoch: 101, iters: 55200, time: 0.394, data: 0.021) G_GAN: 3.663 G_L1: 4.074 D_real: 0.001 D_fake: 0.106 +(epoch: 101, iters: 55300, time: 0.295, data: 0.020) G_GAN: 5.595 G_L1: 3.476 D_real: 0.012 D_fake: 0.014 +(epoch: 101, iters: 55400, time: 0.304, data: 0.019) G_GAN: 2.872 G_L1: 4.421 D_real: 0.648 D_fake: 0.198 +(epoch: 101, iters: 55500, time: 0.295, data: 0.022) G_GAN: 5.055 G_L1: 3.448 D_real: 0.002 D_fake: 0.025 +(epoch: 101, iters: 55600, time: 0.408, data: 0.019) G_GAN: 4.365 G_L1: 4.317 D_real: 0.039 D_fake: 0.067 +(epoch: 101, iters: 55700, time: 0.298, data: 0.019) G_GAN: 4.494 G_L1: 4.148 D_real: 0.020 D_fake: 0.065 +(epoch: 101, iters: 55800, time: 0.294, data: 0.021) G_GAN: 4.254 G_L1: 3.169 D_real: 0.188 D_fake: 0.021 +(epoch: 101, iters: 55900, time: 0.304, data: 0.019) G_GAN: 3.603 G_L1: 3.683 D_real: 0.004 D_fake: 0.054 +(epoch: 101, iters: 56000, time: 0.405, data: 0.019) G_GAN: 2.725 G_L1: 5.234 D_real: 0.036 D_fake: 0.166 +(epoch: 101, iters: 56100, time: 0.299, data: 0.018) G_GAN: 4.054 G_L1: 7.130 D_real: 0.025 D_fake: 0.143 +(epoch: 101, iters: 56200, time: 0.292, data: 0.020) G_GAN: 4.402 G_L1: 4.333 D_real: 0.084 D_fake: 0.151 +(epoch: 101, iters: 56300, time: 0.293, data: 0.022) G_GAN: 3.094 G_L1: 4.299 D_real: 0.084 D_fake: 0.124 +(epoch: 101, iters: 56400, time: 0.653, data: 0.021) G_GAN: 3.341 G_L1: 3.626 D_real: 0.008 D_fake: 0.155 +(epoch: 101, iters: 56500, time: 0.298, data: 0.027) G_GAN: 2.679 G_L1: 3.429 D_real: 0.023 D_fake: 0.269 +(epoch: 101, iters: 56600, time: 0.300, data: 0.020) G_GAN: 4.725 G_L1: 4.211 D_real: 0.080 D_fake: 0.046 +(epoch: 101, iters: 56700, time: 0.288, data: 0.020) G_GAN: 5.025 G_L1: 4.705 D_real: 0.020 D_fake: 0.020 +(epoch: 101, iters: 56800, time: 0.425, data: 0.020) G_GAN: 4.612 G_L1: 4.273 D_real: 0.074 D_fake: 0.032 +(epoch: 101, iters: 56900, time: 0.296, data: 0.021) G_GAN: 3.216 G_L1: 3.456 D_real: 0.018 D_fake: 0.146 +(epoch: 101, iters: 57000, time: 0.301, data: 0.020) G_GAN: 4.423 G_L1: 3.822 D_real: 0.169 D_fake: 0.034 +(epoch: 101, iters: 57100, time: 0.304, data: 0.020) G_GAN: 2.847 G_L1: 4.456 D_real: 0.352 D_fake: 0.130 +(epoch: 101, iters: 57200, time: 0.421, data: 0.020) G_GAN: 4.945 G_L1: 3.727 D_real: 0.162 D_fake: 0.031 +(epoch: 101, iters: 57300, time: 0.301, data: 0.019) G_GAN: 3.624 G_L1: 3.706 D_real: 0.011 D_fake: 0.085 +(epoch: 101, iters: 57400, time: 0.308, data: 0.021) G_GAN: 3.030 G_L1: 3.292 D_real: 0.000 D_fake: 0.093 +(epoch: 101, iters: 57500, time: 0.294, data: 0.021) G_GAN: 3.878 G_L1: 3.717 D_real: 0.061 D_fake: 0.078 +(epoch: 101, iters: 57600, time: 0.413, data: 0.018) G_GAN: 5.120 G_L1: 3.890 D_real: 0.465 D_fake: 0.027 +(epoch: 101, iters: 57700, time: 0.300, data: 0.019) G_GAN: 3.308 G_L1: 3.879 D_real: 0.051 D_fake: 0.174 +(epoch: 101, iters: 57800, time: 0.302, data: 0.019) G_GAN: 2.775 G_L1: 3.543 D_real: 0.026 D_fake: 0.238 +(epoch: 101, iters: 57900, time: 0.299, data: 0.020) G_GAN: 4.278 G_L1: 8.752 D_real: 0.148 D_fake: 0.055 +(epoch: 101, iters: 58000, time: 0.425, data: 0.021) G_GAN: 5.067 G_L1: 3.312 D_real: 0.021 D_fake: 0.048 +(epoch: 101, iters: 58100, time: 0.306, data: 0.020) G_GAN: 3.128 G_L1: 4.860 D_real: 0.005 D_fake: 0.211 +(epoch: 101, iters: 58200, time: 0.293, data: 0.021) G_GAN: 6.155 G_L1: 4.546 D_real: 0.005 D_fake: 0.009 +(epoch: 101, iters: 58300, time: 0.293, data: 0.017) G_GAN: 3.420 G_L1: 3.542 D_real: 0.001 D_fake: 0.067 +(epoch: 101, iters: 58400, time: 0.665, data: 0.020) G_GAN: 5.534 G_L1: 6.233 D_real: 0.115 D_fake: 0.057 +(epoch: 101, iters: 58500, time: 0.304, data: 0.020) G_GAN: 3.868 G_L1: 4.194 D_real: 0.010 D_fake: 0.101 +(epoch: 101, iters: 58600, time: 0.294, data: 0.021) G_GAN: 4.369 G_L1: 4.612 D_real: 0.058 D_fake: 0.108 +(epoch: 101, iters: 58700, time: 0.300, data: 0.022) G_GAN: 5.807 G_L1: 4.491 D_real: 0.022 D_fake: 0.017 +(epoch: 101, iters: 58800, time: 0.426, data: 0.021) G_GAN: 4.892 G_L1: 4.825 D_real: 0.025 D_fake: 0.049 +(epoch: 101, iters: 58900, time: 0.297, data: 0.022) G_GAN: 4.996 G_L1: 4.900 D_real: 0.249 D_fake: 0.028 +(epoch: 101, iters: 59000, time: 0.299, data: 0.019) G_GAN: 4.169 G_L1: 3.590 D_real: 0.166 D_fake: 0.063 +(epoch: 101, iters: 59100, time: 0.297, data: 0.021) G_GAN: 3.505 G_L1: 2.913 D_real: 0.111 D_fake: 0.236 +(epoch: 101, iters: 59200, time: 0.391, data: 0.020) G_GAN: 2.308 G_L1: 3.025 D_real: 0.012 D_fake: 0.344 +(epoch: 101, iters: 59300, time: 0.303, data: 0.019) G_GAN: 7.835 G_L1: 6.992 D_real: 0.091 D_fake: 0.083 +(epoch: 101, iters: 59400, time: 0.291, data: 0.021) G_GAN: 4.368 G_L1: 3.831 D_real: 0.020 D_fake: 0.042 +(epoch: 101, iters: 59500, time: 0.297, data: 0.019) G_GAN: 3.093 G_L1: 3.612 D_real: 0.000 D_fake: 0.246 +(epoch: 101, iters: 59600, time: 0.383, data: 0.022) G_GAN: 2.999 G_L1: 2.901 D_real: 0.146 D_fake: 0.124 +(epoch: 101, iters: 59700, time: 0.294, data: 0.021) G_GAN: 3.017 G_L1: 3.265 D_real: 0.001 D_fake: 0.170 +(epoch: 101, iters: 59800, time: 0.300, data: 0.023) G_GAN: 3.717 G_L1: 3.307 D_real: 0.147 D_fake: 0.089 +(epoch: 101, iters: 59900, time: 0.302, data: 0.023) G_GAN: 3.335 G_L1: 3.278 D_real: 0.012 D_fake: 0.196 +(epoch: 101, iters: 60000, time: 0.410, data: 0.022) G_GAN: 4.001 G_L1: 4.399 D_real: 0.026 D_fake: 0.083 +(epoch: 102, iters: 84, time: 0.300, data: 0.019) G_GAN: 2.682 G_L1: 3.978 D_real: 0.840 D_fake: 0.365 +(epoch: 102, iters: 184, time: 0.290, data: 0.026) G_GAN: 4.043 G_L1: 3.541 D_real: 0.116 D_fake: 0.099 +(epoch: 102, iters: 284, time: 0.302, data: 0.021) G_GAN: 3.224 G_L1: 4.031 D_real: 0.149 D_fake: 0.084 +(epoch: 102, iters: 384, time: 0.593, data: 0.020) G_GAN: 5.524 G_L1: 3.834 D_real: 0.062 D_fake: 0.028 +(epoch: 102, iters: 484, time: 0.300, data: 0.019) G_GAN: 3.459 G_L1: 3.712 D_real: 1.097 D_fake: 0.053 +(epoch: 102, iters: 584, time: 0.301, data: 0.020) G_GAN: 3.342 G_L1: 6.160 D_real: 0.392 D_fake: 0.128 +(epoch: 102, iters: 684, time: 0.298, data: 0.020) G_GAN: 4.370 G_L1: 3.260 D_real: 0.068 D_fake: 0.057 +(epoch: 102, iters: 784, time: 0.402, data: 0.021) G_GAN: 4.208 G_L1: 4.261 D_real: 0.636 D_fake: 0.023 +(epoch: 102, iters: 884, time: 0.305, data: 0.019) G_GAN: 2.794 G_L1: 3.749 D_real: 0.014 D_fake: 0.399 +(epoch: 102, iters: 984, time: 0.303, data: 0.022) G_GAN: 4.086 G_L1: 4.944 D_real: 0.079 D_fake: 0.080 +(epoch: 102, iters: 1084, time: 0.284, data: 0.022) G_GAN: 3.845 G_L1: 3.179 D_real: 0.057 D_fake: 0.059 +(epoch: 102, iters: 1184, time: 0.411, data: 0.017) G_GAN: 5.589 G_L1: 4.459 D_real: 0.161 D_fake: 0.026 +(epoch: 102, iters: 1284, time: 0.297, data: 0.019) G_GAN: 5.659 G_L1: 4.391 D_real: 0.023 D_fake: 0.017 +(epoch: 102, iters: 1384, time: 0.304, data: 0.019) G_GAN: 3.383 G_L1: 3.701 D_real: 0.285 D_fake: 0.062 +(epoch: 102, iters: 1484, time: 0.302, data: 0.019) G_GAN: 4.097 G_L1: 5.280 D_real: 0.002 D_fake: 0.223 +(epoch: 102, iters: 1584, time: 0.397, data: 0.020) G_GAN: 5.719 G_L1: 4.596 D_real: 0.018 D_fake: 0.011 +(epoch: 102, iters: 1684, time: 0.292, data: 0.022) G_GAN: 2.621 G_L1: 2.938 D_real: 0.320 D_fake: 0.100 +(epoch: 102, iters: 1784, time: 0.306, data: 0.020) G_GAN: 4.323 G_L1: 6.167 D_real: 0.019 D_fake: 0.162 +(epoch: 102, iters: 1884, time: 0.299, data: 0.022) G_GAN: 4.661 G_L1: 3.875 D_real: 0.004 D_fake: 0.266 +(epoch: 102, iters: 1984, time: 0.410, data: 0.021) G_GAN: 3.329 G_L1: 4.167 D_real: 0.770 D_fake: 0.069 +(epoch: 102, iters: 2084, time: 0.297, data: 0.021) G_GAN: 4.205 G_L1: 4.088 D_real: 0.011 D_fake: 0.092 +(epoch: 102, iters: 2184, time: 0.297, data: 0.020) G_GAN: 3.988 G_L1: 5.787 D_real: 0.232 D_fake: 0.094 +(epoch: 102, iters: 2284, time: 0.301, data: 0.023) G_GAN: 3.480 G_L1: 3.362 D_real: 0.086 D_fake: 0.169 +(epoch: 102, iters: 2384, time: 0.631, data: 0.020) G_GAN: 5.541 G_L1: 2.974 D_real: 0.127 D_fake: 0.013 +(epoch: 102, iters: 2484, time: 0.304, data: 0.020) G_GAN: 3.172 G_L1: 3.324 D_real: 0.001 D_fake: 0.132 +(epoch: 102, iters: 2584, time: 0.301, data: 0.023) G_GAN: 2.750 G_L1: 3.772 D_real: 0.466 D_fake: 0.094 +(epoch: 102, iters: 2684, time: 0.287, data: 0.022) G_GAN: 5.708 G_L1: 4.645 D_real: 0.016 D_fake: 0.022 +(epoch: 102, iters: 2784, time: 0.409, data: 0.019) G_GAN: 5.940 G_L1: 4.370 D_real: 0.065 D_fake: 0.019 +(epoch: 102, iters: 2884, time: 0.299, data: 0.022) G_GAN: 2.637 G_L1: 3.991 D_real: 0.426 D_fake: 0.213 +(epoch: 102, iters: 2984, time: 0.290, data: 0.020) G_GAN: 3.972 G_L1: 4.143 D_real: 0.145 D_fake: 0.092 +(epoch: 102, iters: 3084, time: 0.293, data: 0.019) G_GAN: 4.604 G_L1: 4.232 D_real: 0.032 D_fake: 0.046 +(epoch: 102, iters: 3184, time: 0.408, data: 0.019) G_GAN: 3.699 G_L1: 3.878 D_real: 0.024 D_fake: 0.224 +(epoch: 102, iters: 3284, time: 0.293, data: 0.019) G_GAN: 3.809 G_L1: 4.543 D_real: 0.180 D_fake: 0.075 +(epoch: 102, iters: 3384, time: 0.289, data: 0.020) G_GAN: 2.830 G_L1: 4.950 D_real: 0.140 D_fake: 0.195 +(epoch: 102, iters: 3484, time: 0.296, data: 0.019) G_GAN: 2.990 G_L1: 3.674 D_real: 0.061 D_fake: 0.259 +(epoch: 102, iters: 3584, time: 0.374, data: 0.020) G_GAN: 4.507 G_L1: 3.963 D_real: 0.012 D_fake: 0.062 +(epoch: 102, iters: 3684, time: 0.290, data: 0.022) G_GAN: 2.308 G_L1: 3.752 D_real: 0.013 D_fake: 0.153 +(epoch: 102, iters: 3784, time: 0.273, data: 0.018) G_GAN: 4.020 G_L1: 4.331 D_real: 0.196 D_fake: 0.349 +(epoch: 102, iters: 3884, time: 0.297, data: 0.017) G_GAN: 4.537 G_L1: 5.000 D_real: 0.062 D_fake: 0.079 +(epoch: 102, iters: 3984, time: 0.387, data: 0.019) G_GAN: 3.428 G_L1: 3.769 D_real: 0.132 D_fake: 0.043 +(epoch: 102, iters: 4084, time: 0.297, data: 0.018) G_GAN: 5.539 G_L1: 5.154 D_real: 0.001 D_fake: 0.039 +(epoch: 102, iters: 4184, time: 0.285, data: 0.019) G_GAN: 3.106 G_L1: 3.137 D_real: 0.378 D_fake: 0.151 +(epoch: 102, iters: 4284, time: 0.288, data: 0.017) G_GAN: 3.357 G_L1: 4.377 D_real: 0.001 D_fake: 0.216 +(epoch: 102, iters: 4384, time: 0.642, data: 0.019) G_GAN: 3.867 G_L1: 4.323 D_real: 0.068 D_fake: 0.086 +(epoch: 102, iters: 4484, time: 0.281, data: 0.018) G_GAN: 3.860 G_L1: 2.388 D_real: 0.461 D_fake: 0.027 +(epoch: 102, iters: 4584, time: 0.294, data: 0.018) G_GAN: 4.568 G_L1: 5.940 D_real: 0.084 D_fake: 0.092 +(epoch: 102, iters: 4684, time: 0.293, data: 0.019) G_GAN: 3.892 G_L1: 3.753 D_real: 0.051 D_fake: 0.314 +(epoch: 102, iters: 4784, time: 0.407, data: 0.019) G_GAN: 4.734 G_L1: 4.257 D_real: 0.012 D_fake: 0.055 +(epoch: 102, iters: 4884, time: 0.289, data: 0.018) G_GAN: 4.346 G_L1: 4.450 D_real: 0.003 D_fake: 0.221 +(epoch: 102, iters: 4984, time: 0.293, data: 0.019) G_GAN: 4.258 G_L1: 3.331 D_real: 0.028 D_fake: 0.084 +(epoch: 102, iters: 5084, time: 0.286, data: 0.018) G_GAN: 3.250 G_L1: 4.022 D_real: 0.473 D_fake: 0.104 +(epoch: 102, iters: 5184, time: 0.426, data: 0.017) G_GAN: 3.386 G_L1: 4.457 D_real: 0.003 D_fake: 0.312 +(epoch: 102, iters: 5284, time: 0.297, data: 0.018) G_GAN: 6.028 G_L1: 4.710 D_real: 0.044 D_fake: 0.030 +(epoch: 102, iters: 5384, time: 0.297, data: 0.020) G_GAN: 4.252 G_L1: 4.481 D_real: 0.113 D_fake: 0.103 +(epoch: 102, iters: 5484, time: 0.265, data: 0.018) G_GAN: 4.644 G_L1: 4.790 D_real: 0.002 D_fake: 0.092 +(epoch: 102, iters: 5584, time: 0.406, data: 0.014) G_GAN: 3.533 G_L1: 4.830 D_real: 0.002 D_fake: 0.178 +(epoch: 102, iters: 5684, time: 0.283, data: 0.018) G_GAN: 4.644 G_L1: 5.917 D_real: 0.026 D_fake: 0.095 +(epoch: 102, iters: 5784, time: 0.294, data: 0.015) G_GAN: 3.876 G_L1: 3.707 D_real: 0.002 D_fake: 0.109 +(epoch: 102, iters: 5884, time: 0.296, data: 0.018) G_GAN: 4.161 G_L1: 3.840 D_real: 0.006 D_fake: 0.157 +(epoch: 102, iters: 5984, time: 0.402, data: 0.017) G_GAN: 2.903 G_L1: 3.019 D_real: 0.105 D_fake: 0.175 +(epoch: 102, iters: 6084, time: 0.284, data: 0.019) G_GAN: 5.384 G_L1: 5.953 D_real: 0.573 D_fake: 0.010 +(epoch: 102, iters: 6184, time: 0.291, data: 0.015) G_GAN: 3.371 G_L1: 3.985 D_real: 0.031 D_fake: 0.394 +(epoch: 102, iters: 6284, time: 0.291, data: 0.016) G_GAN: 4.296 G_L1: 4.679 D_real: 0.012 D_fake: 0.087 +(epoch: 102, iters: 6384, time: 0.615, data: 0.017) G_GAN: 5.462 G_L1: 4.427 D_real: 0.085 D_fake: 0.145 +(epoch: 102, iters: 6484, time: 0.299, data: 0.020) G_GAN: 4.620 G_L1: 3.629 D_real: 0.163 D_fake: 0.036 +(epoch: 102, iters: 6584, time: 0.295, data: 0.018) G_GAN: 3.195 G_L1: 4.286 D_real: 0.018 D_fake: 0.206 +(epoch: 102, iters: 6684, time: 0.285, data: 0.018) G_GAN: 3.209 G_L1: 3.730 D_real: 0.029 D_fake: 0.115 +(epoch: 102, iters: 6784, time: 0.401, data: 0.016) G_GAN: 3.598 G_L1: 6.643 D_real: 0.053 D_fake: 0.331 +(epoch: 102, iters: 6884, time: 0.297, data: 0.018) G_GAN: 3.232 G_L1: 3.763 D_real: 0.164 D_fake: 0.113 +(epoch: 102, iters: 6984, time: 0.273, data: 0.018) G_GAN: 4.202 G_L1: 4.431 D_real: 0.004 D_fake: 0.077 +(epoch: 102, iters: 7084, time: 0.288, data: 0.017) G_GAN: 5.431 G_L1: 7.242 D_real: 0.000 D_fake: 0.023 +(epoch: 102, iters: 7184, time: 0.397, data: 0.016) G_GAN: 3.710 G_L1: 4.028 D_real: 0.191 D_fake: 0.071 +(epoch: 102, iters: 7284, time: 0.290, data: 0.015) G_GAN: 2.515 G_L1: 3.898 D_real: 0.001 D_fake: 0.471 +(epoch: 102, iters: 7384, time: 0.282, data: 0.019) G_GAN: 4.199 G_L1: 4.230 D_real: 0.095 D_fake: 0.089 +(epoch: 102, iters: 7484, time: 0.287, data: 0.017) G_GAN: 4.124 G_L1: 4.787 D_real: 0.006 D_fake: 0.101 +(epoch: 102, iters: 7584, time: 0.408, data: 0.018) G_GAN: 4.245 G_L1: 3.358 D_real: 0.017 D_fake: 0.071 +(epoch: 102, iters: 7684, time: 0.263, data: 0.018) G_GAN: 2.796 G_L1: 3.323 D_real: 0.001 D_fake: 0.420 +(epoch: 102, iters: 7784, time: 0.298, data: 0.017) G_GAN: 4.172 G_L1: 4.024 D_real: 0.006 D_fake: 0.111 +(epoch: 102, iters: 7884, time: 0.298, data: 0.018) G_GAN: 2.201 G_L1: 4.140 D_real: 0.137 D_fake: 0.409 +(epoch: 102, iters: 7984, time: 0.387, data: 0.018) G_GAN: 2.178 G_L1: 3.109 D_real: 0.000 D_fake: 0.204 +(epoch: 102, iters: 8084, time: 0.293, data: 0.017) G_GAN: 3.448 G_L1: 4.771 D_real: 0.101 D_fake: 0.098 +(epoch: 102, iters: 8184, time: 0.285, data: 0.016) G_GAN: 3.418 G_L1: 3.242 D_real: 0.196 D_fake: 0.121 +(epoch: 102, iters: 8284, time: 0.282, data: 0.018) G_GAN: 4.777 G_L1: 5.497 D_real: 0.000 D_fake: 0.099 +(epoch: 102, iters: 8384, time: 0.605, data: 0.021) G_GAN: 4.858 G_L1: 3.056 D_real: 0.042 D_fake: 0.092 +(epoch: 102, iters: 8484, time: 0.291, data: 0.018) G_GAN: 3.546 G_L1: 3.351 D_real: 0.028 D_fake: 0.124 +(epoch: 102, iters: 8584, time: 0.299, data: 0.018) G_GAN: 4.277 G_L1: 4.968 D_real: 0.180 D_fake: 0.045 +(epoch: 102, iters: 8684, time: 0.291, data: 0.019) G_GAN: 3.763 G_L1: 3.957 D_real: 0.014 D_fake: 0.112 +(epoch: 102, iters: 8784, time: 0.414, data: 0.018) G_GAN: 4.144 G_L1: 3.462 D_real: 0.416 D_fake: 0.049 +(epoch: 102, iters: 8884, time: 0.292, data: 0.020) G_GAN: 4.542 G_L1: 4.073 D_real: 0.020 D_fake: 0.067 +(epoch: 102, iters: 8984, time: 0.291, data: 0.020) G_GAN: 6.161 G_L1: 3.726 D_real: 0.149 D_fake: 0.051 +(epoch: 102, iters: 9084, time: 0.296, data: 0.018) G_GAN: 5.340 G_L1: 4.028 D_real: 0.109 D_fake: 0.012 +(epoch: 102, iters: 9184, time: 0.430, data: 0.018) G_GAN: 4.791 G_L1: 6.997 D_real: 0.017 D_fake: 0.413 +(epoch: 102, iters: 9284, time: 0.279, data: 0.018) G_GAN: 3.987 G_L1: 4.899 D_real: 0.461 D_fake: 0.061 +(epoch: 102, iters: 9384, time: 0.298, data: 0.016) G_GAN: 4.302 G_L1: 3.969 D_real: 0.074 D_fake: 0.082 +(epoch: 102, iters: 9484, time: 0.296, data: 0.019) G_GAN: 5.074 G_L1: 4.743 D_real: 0.235 D_fake: 0.019 +(epoch: 102, iters: 9584, time: 0.414, data: 0.017) G_GAN: 5.302 G_L1: 3.947 D_real: 0.063 D_fake: 0.072 +(epoch: 102, iters: 9684, time: 0.288, data: 0.019) G_GAN: 4.541 G_L1: 6.283 D_real: 0.007 D_fake: 0.182 +(epoch: 102, iters: 9784, time: 0.288, data: 0.017) G_GAN: 4.288 G_L1: 3.960 D_real: 0.007 D_fake: 0.126 +(epoch: 102, iters: 9884, time: 0.296, data: 0.016) G_GAN: 4.847 G_L1: 4.992 D_real: 0.029 D_fake: 0.026 +(epoch: 102, iters: 9984, time: 0.410, data: 0.018) G_GAN: 4.607 G_L1: 4.269 D_real: 0.005 D_fake: 0.051 +(epoch: 102, iters: 10084, time: 0.298, data: 0.017) G_GAN: 3.316 G_L1: 4.891 D_real: 0.062 D_fake: 0.100 +(epoch: 102, iters: 10184, time: 0.294, data: 0.019) G_GAN: 5.116 G_L1: 3.934 D_real: 0.004 D_fake: 0.013 +(epoch: 102, iters: 10284, time: 0.292, data: 0.017) G_GAN: 3.411 G_L1: 3.899 D_real: 0.595 D_fake: 0.034 +(epoch: 102, iters: 10384, time: 0.593, data: 0.019) G_GAN: 4.116 G_L1: 3.672 D_real: 0.001 D_fake: 0.089 +(epoch: 102, iters: 10484, time: 0.300, data: 0.018) G_GAN: 5.174 G_L1: 4.493 D_real: 0.013 D_fake: 0.046 +(epoch: 102, iters: 10584, time: 0.296, data: 0.019) G_GAN: 3.787 G_L1: 4.157 D_real: 0.033 D_fake: 0.066 +(epoch: 102, iters: 10684, time: 0.289, data: 0.019) G_GAN: 4.868 G_L1: 4.808 D_real: 0.011 D_fake: 0.041 +(epoch: 102, iters: 10784, time: 0.391, data: 0.016) G_GAN: 2.770 G_L1: 3.169 D_real: 0.337 D_fake: 0.212 +(epoch: 102, iters: 10884, time: 0.298, data: 0.018) G_GAN: 4.703 G_L1: 3.905 D_real: 0.000 D_fake: 0.052 +(epoch: 102, iters: 10984, time: 0.289, data: 0.018) G_GAN: 4.096 G_L1: 4.048 D_real: 0.034 D_fake: 0.059 +(epoch: 102, iters: 11084, time: 0.281, data: 0.019) G_GAN: 3.077 G_L1: 3.300 D_real: 0.000 D_fake: 0.183 +(epoch: 102, iters: 11184, time: 0.398, data: 0.017) G_GAN: 2.837 G_L1: 3.527 D_real: 0.654 D_fake: 0.254 +(epoch: 102, iters: 11284, time: 0.284, data: 0.018) G_GAN: 4.209 G_L1: 5.195 D_real: 0.000 D_fake: 0.045 +(epoch: 102, iters: 11384, time: 0.297, data: 0.017) G_GAN: 6.231 G_L1: 4.082 D_real: 0.168 D_fake: 0.028 +(epoch: 102, iters: 11484, time: 0.292, data: 0.017) G_GAN: 5.719 G_L1: 4.124 D_real: 0.015 D_fake: 0.039 +(epoch: 102, iters: 11584, time: 0.412, data: 0.017) G_GAN: 4.764 G_L1: 4.812 D_real: 0.003 D_fake: 0.055 +(epoch: 102, iters: 11684, time: 0.294, data: 0.019) G_GAN: 2.902 G_L1: 4.496 D_real: 0.002 D_fake: 0.234 +(epoch: 102, iters: 11784, time: 0.300, data: 0.018) G_GAN: 6.364 G_L1: 4.845 D_real: 0.062 D_fake: 0.012 +(epoch: 102, iters: 11884, time: 0.295, data: 0.019) G_GAN: 3.830 G_L1: 4.407 D_real: 0.051 D_fake: 0.057 +(epoch: 102, iters: 11984, time: 0.403, data: 0.018) G_GAN: 6.749 G_L1: 6.139 D_real: 0.037 D_fake: 0.017 +(epoch: 102, iters: 12084, time: 0.301, data: 0.019) G_GAN: 5.323 G_L1: 4.380 D_real: 0.019 D_fake: 0.031 +(epoch: 102, iters: 12184, time: 0.295, data: 0.018) G_GAN: 4.082 G_L1: 4.502 D_real: 0.147 D_fake: 0.065 +(epoch: 102, iters: 12284, time: 0.294, data: 0.019) G_GAN: 3.703 G_L1: 4.820 D_real: 0.001 D_fake: 0.093 +(epoch: 102, iters: 12384, time: 0.628, data: 0.019) G_GAN: 3.908 G_L1: 6.290 D_real: 0.000 D_fake: 0.127 +(epoch: 102, iters: 12484, time: 0.297, data: 0.018) G_GAN: 4.217 G_L1: 3.131 D_real: 0.009 D_fake: 0.049 +(epoch: 102, iters: 12584, time: 0.296, data: 0.020) G_GAN: 3.639 G_L1: 4.061 D_real: 0.520 D_fake: 0.046 +(epoch: 102, iters: 12684, time: 0.293, data: 0.018) G_GAN: 3.830 G_L1: 5.674 D_real: 0.002 D_fake: 0.186 +(epoch: 102, iters: 12784, time: 0.412, data: 0.019) G_GAN: 3.410 G_L1: 3.643 D_real: 0.054 D_fake: 0.093 +(epoch: 102, iters: 12884, time: 0.290, data: 0.017) G_GAN: 2.729 G_L1: 2.671 D_real: 0.311 D_fake: 0.107 +(epoch: 102, iters: 12984, time: 0.291, data: 0.017) G_GAN: 4.667 G_L1: 5.492 D_real: 0.001 D_fake: 0.091 +(epoch: 102, iters: 13084, time: 0.291, data: 0.018) G_GAN: 4.780 G_L1: 6.879 D_real: 0.018 D_fake: 0.048 +(epoch: 102, iters: 13184, time: 0.377, data: 0.018) G_GAN: 3.904 G_L1: 4.040 D_real: 0.013 D_fake: 0.089 +(epoch: 102, iters: 13284, time: 0.292, data: 0.019) G_GAN: 5.503 G_L1: 5.825 D_real: 0.027 D_fake: 0.023 +(epoch: 102, iters: 13384, time: 0.298, data: 0.020) G_GAN: 5.290 G_L1: 3.481 D_real: 0.078 D_fake: 0.045 +(epoch: 102, iters: 13484, time: 0.298, data: 0.019) G_GAN: 6.039 G_L1: 4.643 D_real: 0.011 D_fake: 0.022 +(epoch: 102, iters: 13584, time: 0.421, data: 0.018) G_GAN: 3.904 G_L1: 5.794 D_real: 0.168 D_fake: 0.069 +(epoch: 102, iters: 13684, time: 0.301, data: 0.019) G_GAN: 4.494 G_L1: 4.270 D_real: 0.093 D_fake: 0.071 +(epoch: 102, iters: 13784, time: 0.303, data: 0.019) G_GAN: 4.222 G_L1: 4.304 D_real: 0.103 D_fake: 0.048 +(epoch: 102, iters: 13884, time: 0.300, data: 0.018) G_GAN: 4.065 G_L1: 4.672 D_real: 0.006 D_fake: 0.062 +(epoch: 102, iters: 13984, time: 0.413, data: 0.019) G_GAN: 3.633 G_L1: 4.271 D_real: 0.070 D_fake: 0.407 +(epoch: 102, iters: 14084, time: 0.293, data: 0.018) G_GAN: 4.824 G_L1: 5.104 D_real: 0.103 D_fake: 0.034 +(epoch: 102, iters: 14184, time: 0.295, data: 0.017) G_GAN: 5.609 G_L1: 5.743 D_real: 0.013 D_fake: 0.026 +(epoch: 102, iters: 14284, time: 0.292, data: 0.020) G_GAN: 6.029 G_L1: 4.366 D_real: 0.016 D_fake: 0.031 +(epoch: 102, iters: 14384, time: 0.588, data: 0.017) G_GAN: 4.201 G_L1: 4.496 D_real: 0.007 D_fake: 0.106 +(epoch: 102, iters: 14484, time: 0.299, data: 0.017) G_GAN: 5.829 G_L1: 6.676 D_real: 0.112 D_fake: 0.082 +(epoch: 102, iters: 14584, time: 0.285, data: 0.019) G_GAN: 5.607 G_L1: 3.885 D_real: 0.093 D_fake: 0.019 +(epoch: 102, iters: 14684, time: 0.298, data: 0.016) G_GAN: 3.397 G_L1: 4.236 D_real: 0.002 D_fake: 0.118 +(epoch: 102, iters: 14784, time: 0.407, data: 0.018) G_GAN: 3.943 G_L1: 3.648 D_real: 0.009 D_fake: 0.078 +(epoch: 102, iters: 14884, time: 0.304, data: 0.019) G_GAN: 3.460 G_L1: 3.756 D_real: 0.062 D_fake: 0.140 +(epoch: 102, iters: 14984, time: 0.301, data: 0.019) G_GAN: 6.079 G_L1: 4.369 D_real: 0.084 D_fake: 0.008 +(epoch: 102, iters: 15084, time: 0.302, data: 0.019) G_GAN: 4.084 G_L1: 2.802 D_real: 0.031 D_fake: 0.096 +(epoch: 102, iters: 15184, time: 0.410, data: 0.020) G_GAN: 4.464 G_L1: 6.200 D_real: 0.001 D_fake: 0.043 +(epoch: 102, iters: 15284, time: 0.291, data: 0.019) G_GAN: 4.330 G_L1: 4.055 D_real: 0.132 D_fake: 0.055 +(epoch: 102, iters: 15384, time: 0.298, data: 0.017) G_GAN: 4.570 G_L1: 6.841 D_real: 0.009 D_fake: 0.117 +(epoch: 102, iters: 15484, time: 0.292, data: 0.019) G_GAN: 4.295 G_L1: 4.352 D_real: 0.000 D_fake: 0.099 +(epoch: 102, iters: 15584, time: 0.416, data: 0.019) G_GAN: 3.568 G_L1: 3.539 D_real: 0.003 D_fake: 0.124 +(epoch: 102, iters: 15684, time: 0.296, data: 0.019) G_GAN: 4.562 G_L1: 5.640 D_real: 0.106 D_fake: 0.081 +(epoch: 102, iters: 15784, time: 0.294, data: 0.019) G_GAN: 3.927 G_L1: 3.639 D_real: 0.000 D_fake: 0.082 +(epoch: 102, iters: 15884, time: 0.299, data: 0.018) G_GAN: 5.208 G_L1: 4.166 D_real: 0.014 D_fake: 0.045 +(epoch: 102, iters: 15984, time: 0.410, data: 0.022) G_GAN: 5.027 G_L1: 5.308 D_real: 0.016 D_fake: 0.053 +(epoch: 102, iters: 16084, time: 0.296, data: 0.018) G_GAN: 2.607 G_L1: 3.915 D_real: 0.000 D_fake: 0.158 +(epoch: 102, iters: 16184, time: 0.301, data: 0.017) G_GAN: 3.488 G_L1: 3.559 D_real: 0.267 D_fake: 0.115 +(epoch: 102, iters: 16284, time: 0.291, data: 0.019) G_GAN: 3.835 G_L1: 3.324 D_real: 0.384 D_fake: 0.057 +(epoch: 102, iters: 16384, time: 0.637, data: 0.018) G_GAN: 3.674 G_L1: 5.834 D_real: 0.062 D_fake: 0.235 +(epoch: 102, iters: 16484, time: 0.304, data: 0.018) G_GAN: 4.000 G_L1: 3.375 D_real: 0.031 D_fake: 0.205 +(epoch: 102, iters: 16584, time: 0.295, data: 0.019) G_GAN: 3.030 G_L1: 4.490 D_real: 0.055 D_fake: 0.396 +(epoch: 102, iters: 16684, time: 0.301, data: 0.018) G_GAN: 4.195 G_L1: 4.101 D_real: 0.064 D_fake: 0.087 +(epoch: 102, iters: 16784, time: 0.414, data: 0.018) G_GAN: 5.388 G_L1: 4.316 D_real: 0.191 D_fake: 0.012 +(epoch: 102, iters: 16884, time: 0.279, data: 0.018) G_GAN: 3.558 G_L1: 4.034 D_real: 0.008 D_fake: 0.104 +(epoch: 102, iters: 16984, time: 0.294, data: 0.019) G_GAN: 5.472 G_L1: 3.183 D_real: 0.010 D_fake: 0.285 +(epoch: 102, iters: 17084, time: 0.303, data: 0.017) G_GAN: 3.371 G_L1: 4.477 D_real: 0.301 D_fake: 0.202 +(epoch: 102, iters: 17184, time: 0.420, data: 0.020) G_GAN: 5.387 G_L1: 5.980 D_real: 0.034 D_fake: 0.062 +(epoch: 102, iters: 17284, time: 0.300, data: 0.019) G_GAN: 5.108 G_L1: 4.746 D_real: 0.237 D_fake: 0.114 +(epoch: 102, iters: 17384, time: 0.295, data: 0.021) G_GAN: 4.438 G_L1: 3.829 D_real: 0.207 D_fake: 0.038 +(epoch: 102, iters: 17484, time: 0.283, data: 0.019) G_GAN: 4.682 G_L1: 3.784 D_real: 0.055 D_fake: 0.056 +(epoch: 102, iters: 17584, time: 0.380, data: 0.018) G_GAN: 4.167 G_L1: 2.882 D_real: 0.169 D_fake: 0.188 +(epoch: 102, iters: 17684, time: 0.292, data: 0.019) G_GAN: 5.560 G_L1: 4.178 D_real: 0.195 D_fake: 0.011 +(epoch: 102, iters: 17784, time: 0.296, data: 0.019) G_GAN: 3.382 G_L1: 3.229 D_real: 0.064 D_fake: 0.231 +(epoch: 102, iters: 17884, time: 0.304, data: 0.018) G_GAN: 7.559 G_L1: 4.740 D_real: 0.030 D_fake: 0.054 +(epoch: 102, iters: 17984, time: 0.416, data: 0.022) G_GAN: 4.478 G_L1: 6.214 D_real: 0.113 D_fake: 0.047 +(epoch: 102, iters: 18084, time: 0.297, data: 0.020) G_GAN: 3.931 G_L1: 4.552 D_real: 0.042 D_fake: 0.437 +(epoch: 102, iters: 18184, time: 0.280, data: 0.017) G_GAN: 5.041 G_L1: 4.478 D_real: 0.005 D_fake: 0.029 +(epoch: 102, iters: 18284, time: 0.303, data: 0.018) G_GAN: 4.195 G_L1: 3.176 D_real: 0.132 D_fake: 0.076 +(epoch: 102, iters: 18384, time: 0.652, data: 0.020) G_GAN: 3.610 G_L1: 3.062 D_real: 0.107 D_fake: 0.089 +(epoch: 102, iters: 18484, time: 0.308, data: 0.019) G_GAN: 3.820 G_L1: 3.582 D_real: 0.080 D_fake: 0.062 +(epoch: 102, iters: 18584, time: 0.295, data: 0.020) G_GAN: 3.293 G_L1: 2.623 D_real: 0.145 D_fake: 0.183 +(epoch: 102, iters: 18684, time: 0.309, data: 0.021) G_GAN: 3.789 G_L1: 4.900 D_real: 0.003 D_fake: 0.102 +(epoch: 102, iters: 18784, time: 0.421, data: 0.019) G_GAN: 3.701 G_L1: 4.675 D_real: 0.000 D_fake: 0.161 +(epoch: 102, iters: 18884, time: 0.304, data: 0.020) G_GAN: 5.839 G_L1: 7.389 D_real: 0.071 D_fake: 0.032 +(epoch: 102, iters: 18984, time: 0.302, data: 0.019) G_GAN: 5.301 G_L1: 3.983 D_real: 0.008 D_fake: 0.041 +(epoch: 102, iters: 19084, time: 0.301, data: 0.019) G_GAN: 4.193 G_L1: 5.150 D_real: 0.052 D_fake: 0.036 +(epoch: 102, iters: 19184, time: 0.393, data: 0.020) G_GAN: 2.689 G_L1: 3.208 D_real: 0.016 D_fake: 0.302 +(epoch: 102, iters: 19284, time: 0.299, data: 0.019) G_GAN: 5.614 G_L1: 7.587 D_real: 0.001 D_fake: 0.032 +(epoch: 102, iters: 19384, time: 0.306, data: 0.019) G_GAN: 4.022 G_L1: 3.610 D_real: 0.161 D_fake: 0.057 +(epoch: 102, iters: 19484, time: 0.296, data: 0.020) G_GAN: 2.892 G_L1: 3.145 D_real: 0.052 D_fake: 0.297 +(epoch: 102, iters: 19584, time: 0.426, data: 0.021) G_GAN: 4.377 G_L1: 6.287 D_real: 0.007 D_fake: 0.195 +(epoch: 102, iters: 19684, time: 0.304, data: 0.020) G_GAN: 4.828 G_L1: 4.031 D_real: 0.058 D_fake: 0.047 +(epoch: 102, iters: 19784, time: 0.291, data: 0.021) G_GAN: 3.840 G_L1: 3.703 D_real: 0.012 D_fake: 0.358 +(epoch: 102, iters: 19884, time: 0.300, data: 0.018) G_GAN: 2.319 G_L1: 3.067 D_real: 0.443 D_fake: 0.291 +(epoch: 102, iters: 19984, time: 0.410, data: 0.018) G_GAN: 4.302 G_L1: 3.970 D_real: 0.167 D_fake: 0.055 +(epoch: 102, iters: 20084, time: 0.301, data: 0.019) G_GAN: 5.528 G_L1: 4.024 D_real: 0.174 D_fake: 0.019 +(epoch: 102, iters: 20184, time: 0.299, data: 0.018) G_GAN: 5.265 G_L1: 5.899 D_real: 0.012 D_fake: 0.016 +(epoch: 102, iters: 20284, time: 0.296, data: 0.020) G_GAN: 5.569 G_L1: 4.373 D_real: 0.007 D_fake: 0.046 +(epoch: 102, iters: 20384, time: 0.624, data: 0.020) G_GAN: 3.300 G_L1: 3.463 D_real: 0.125 D_fake: 0.100 +(epoch: 102, iters: 20484, time: 0.304, data: 0.018) G_GAN: 3.860 G_L1: 3.864 D_real: 0.042 D_fake: 0.055 +(epoch: 102, iters: 20584, time: 0.303, data: 0.020) G_GAN: 2.724 G_L1: 2.890 D_real: 0.035 D_fake: 0.283 +(epoch: 102, iters: 20684, time: 0.302, data: 0.020) G_GAN: 2.998 G_L1: 3.408 D_real: 0.148 D_fake: 0.108 +(epoch: 102, iters: 20784, time: 0.420, data: 0.021) G_GAN: 3.737 G_L1: 3.399 D_real: 0.010 D_fake: 0.120 +(epoch: 102, iters: 20884, time: 0.304, data: 0.020) G_GAN: 3.672 G_L1: 3.293 D_real: 0.010 D_fake: 0.213 +(epoch: 102, iters: 20984, time: 0.304, data: 0.022) G_GAN: 3.795 G_L1: 3.904 D_real: 0.591 D_fake: 0.071 +(epoch: 102, iters: 21084, time: 0.300, data: 0.020) G_GAN: 5.876 G_L1: 4.839 D_real: 0.074 D_fake: 0.033 +(epoch: 102, iters: 21184, time: 0.419, data: 0.020) G_GAN: 4.826 G_L1: 4.832 D_real: 0.041 D_fake: 0.163 +(epoch: 102, iters: 21284, time: 0.302, data: 0.022) G_GAN: 2.749 G_L1: 3.612 D_real: 0.027 D_fake: 0.199 +(epoch: 102, iters: 21384, time: 0.299, data: 0.021) G_GAN: 5.354 G_L1: 4.569 D_real: 0.168 D_fake: 0.023 +(epoch: 102, iters: 21484, time: 0.294, data: 0.020) G_GAN: 3.960 G_L1: 3.607 D_real: 0.009 D_fake: 0.097 +(epoch: 102, iters: 21584, time: 0.386, data: 0.018) G_GAN: 3.514 G_L1: 3.972 D_real: 0.000 D_fake: 0.094 +(epoch: 102, iters: 21684, time: 0.302, data: 0.019) G_GAN: 2.386 G_L1: 5.740 D_real: 0.005 D_fake: 0.371 +(epoch: 102, iters: 21784, time: 0.300, data: 0.018) G_GAN: 3.436 G_L1: 3.143 D_real: 0.151 D_fake: 0.063 +(epoch: 102, iters: 21884, time: 0.301, data: 0.019) G_GAN: 3.532 G_L1: 3.723 D_real: 0.326 D_fake: 0.095 +(epoch: 102, iters: 21984, time: 0.409, data: 0.022) G_GAN: 3.611 G_L1: 3.388 D_real: 0.256 D_fake: 0.104 +(epoch: 102, iters: 22084, time: 0.300, data: 0.019) G_GAN: 5.971 G_L1: 7.874 D_real: 0.165 D_fake: 0.012 +(epoch: 102, iters: 22184, time: 0.290, data: 0.019) G_GAN: 4.234 G_L1: 7.477 D_real: 0.001 D_fake: 0.170 +(epoch: 102, iters: 22284, time: 0.293, data: 0.019) G_GAN: 4.314 G_L1: 3.615 D_real: 0.342 D_fake: 0.061 +(epoch: 102, iters: 22384, time: 0.640, data: 0.019) G_GAN: 4.057 G_L1: 4.691 D_real: 0.011 D_fake: 0.180 +(epoch: 102, iters: 22484, time: 0.303, data: 0.019) G_GAN: 4.701 G_L1: 4.531 D_real: 0.001 D_fake: 0.163 +(epoch: 102, iters: 22584, time: 0.301, data: 0.019) G_GAN: 5.574 G_L1: 3.798 D_real: 0.868 D_fake: 0.028 +(epoch: 102, iters: 22684, time: 0.299, data: 0.019) G_GAN: 4.262 G_L1: 3.963 D_real: 0.350 D_fake: 0.077 +(epoch: 102, iters: 22784, time: 0.402, data: 0.020) G_GAN: 3.116 G_L1: 3.074 D_real: 0.123 D_fake: 0.134 +(epoch: 102, iters: 22884, time: 0.302, data: 0.018) G_GAN: 3.718 G_L1: 3.435 D_real: 0.048 D_fake: 0.109 +(epoch: 102, iters: 22984, time: 0.291, data: 0.020) G_GAN: 5.136 G_L1: 4.994 D_real: 0.002 D_fake: 0.076 +(epoch: 102, iters: 23084, time: 0.295, data: 0.017) G_GAN: 3.988 G_L1: 3.191 D_real: 0.085 D_fake: 0.091 +(epoch: 102, iters: 23184, time: 0.398, data: 0.018) G_GAN: 3.444 G_L1: 2.935 D_real: 0.007 D_fake: 0.059 +(epoch: 102, iters: 23284, time: 0.303, data: 0.019) G_GAN: 5.035 G_L1: 4.218 D_real: 0.012 D_fake: 0.055 +(epoch: 102, iters: 23384, time: 0.298, data: 0.020) G_GAN: 3.728 G_L1: 4.164 D_real: 0.008 D_fake: 0.198 +(epoch: 102, iters: 23484, time: 0.303, data: 0.019) G_GAN: 2.789 G_L1: 3.551 D_real: 0.320 D_fake: 0.406 +(epoch: 102, iters: 23584, time: 0.422, data: 0.018) G_GAN: 4.552 G_L1: 4.353 D_real: 0.871 D_fake: 0.030 +(epoch: 102, iters: 23684, time: 0.273, data: 0.018) G_GAN: 5.157 G_L1: 3.722 D_real: 0.621 D_fake: 0.093 +(epoch: 102, iters: 23784, time: 0.289, data: 0.018) G_GAN: 3.250 G_L1: 3.269 D_real: 0.007 D_fake: 0.206 +(epoch: 102, iters: 23884, time: 0.262, data: 0.018) G_GAN: 3.428 G_L1: 3.668 D_real: 0.000 D_fake: 0.097 +(epoch: 102, iters: 23984, time: 0.403, data: 0.015) G_GAN: 4.885 G_L1: 4.733 D_real: 0.063 D_fake: 0.054 +(epoch: 102, iters: 24084, time: 0.291, data: 0.018) G_GAN: 5.405 G_L1: 4.114 D_real: 0.034 D_fake: 0.079 +(epoch: 102, iters: 24184, time: 0.295, data: 0.020) G_GAN: 4.848 G_L1: 4.162 D_real: 0.001 D_fake: 0.060 +(epoch: 102, iters: 24284, time: 0.294, data: 0.018) G_GAN: 4.310 G_L1: 3.887 D_real: 0.000 D_fake: 0.050 +(epoch: 102, iters: 24384, time: 0.628, data: 0.019) G_GAN: 4.202 G_L1: 3.888 D_real: 0.187 D_fake: 0.130 +(epoch: 102, iters: 24484, time: 0.299, data: 0.018) G_GAN: 3.106 G_L1: 4.018 D_real: 0.418 D_fake: 0.105 +(epoch: 102, iters: 24584, time: 0.294, data: 0.022) G_GAN: 3.610 G_L1: 7.994 D_real: 0.009 D_fake: 0.086 +(epoch: 102, iters: 24684, time: 0.298, data: 0.018) G_GAN: 5.185 G_L1: 4.849 D_real: 0.008 D_fake: 0.103 +(epoch: 102, iters: 24784, time: 0.409, data: 0.019) G_GAN: 4.950 G_L1: 4.129 D_real: 0.025 D_fake: 0.052 +(epoch: 102, iters: 24884, time: 0.294, data: 0.019) G_GAN: 4.768 G_L1: 3.603 D_real: 0.015 D_fake: 0.044 +(epoch: 102, iters: 24984, time: 0.303, data: 0.020) G_GAN: 4.047 G_L1: 3.276 D_real: 0.539 D_fake: 0.068 +(epoch: 102, iters: 25084, time: 0.298, data: 0.019) G_GAN: 4.159 G_L1: 3.966 D_real: 0.010 D_fake: 0.087 +(epoch: 102, iters: 25184, time: 0.396, data: 0.019) G_GAN: 4.285 G_L1: 4.275 D_real: 0.252 D_fake: 0.056 +(epoch: 102, iters: 25284, time: 0.299, data: 0.018) G_GAN: 3.532 G_L1: 3.422 D_real: 0.437 D_fake: 0.062 +(epoch: 102, iters: 25384, time: 0.294, data: 0.019) G_GAN: 4.353 G_L1: 4.703 D_real: 0.005 D_fake: 0.062 +(epoch: 102, iters: 25484, time: 0.302, data: 0.019) G_GAN: 3.521 G_L1: 6.834 D_real: 0.002 D_fake: 0.192 +(epoch: 102, iters: 25584, time: 0.389, data: 0.019) G_GAN: 2.640 G_L1: 3.557 D_real: 0.041 D_fake: 0.258 +(epoch: 102, iters: 25684, time: 0.301, data: 0.019) G_GAN: 2.456 G_L1: 4.901 D_real: 0.001 D_fake: 0.465 +(epoch: 102, iters: 25784, time: 0.264, data: 0.020) G_GAN: 3.267 G_L1: 6.013 D_real: 0.001 D_fake: 0.226 +(epoch: 102, iters: 25884, time: 0.302, data: 0.017) G_GAN: 3.066 G_L1: 4.070 D_real: 0.024 D_fake: 0.086 +(epoch: 102, iters: 25984, time: 0.418, data: 0.019) G_GAN: 4.695 G_L1: 4.166 D_real: 0.189 D_fake: 0.047 +(epoch: 102, iters: 26084, time: 0.294, data: 0.018) G_GAN: 2.860 G_L1: 3.294 D_real: 0.089 D_fake: 0.170 +(epoch: 102, iters: 26184, time: 0.300, data: 0.018) G_GAN: 2.645 G_L1: 3.217 D_real: 0.003 D_fake: 0.245 +(epoch: 102, iters: 26284, time: 0.282, data: 0.019) G_GAN: 4.560 G_L1: 3.424 D_real: 0.071 D_fake: 0.075 +(epoch: 102, iters: 26384, time: 0.635, data: 0.017) G_GAN: 3.084 G_L1: 3.624 D_real: 0.241 D_fake: 0.190 +(epoch: 102, iters: 26484, time: 0.298, data: 0.020) G_GAN: 3.527 G_L1: 5.827 D_real: 0.207 D_fake: 0.076 +(epoch: 102, iters: 26584, time: 0.286, data: 0.020) G_GAN: 3.387 G_L1: 4.486 D_real: 0.272 D_fake: 0.142 +(epoch: 102, iters: 26684, time: 0.285, data: 0.017) G_GAN: 4.001 G_L1: 3.376 D_real: 0.184 D_fake: 0.056 +(epoch: 102, iters: 26784, time: 0.389, data: 0.018) G_GAN: 2.858 G_L1: 4.385 D_real: 0.885 D_fake: 0.131 +(epoch: 102, iters: 26884, time: 0.303, data: 0.019) G_GAN: 3.788 G_L1: 3.313 D_real: 0.199 D_fake: 0.063 +(epoch: 102, iters: 26984, time: 0.281, data: 0.020) G_GAN: 3.950 G_L1: 9.219 D_real: 0.285 D_fake: 0.051 +(epoch: 102, iters: 27084, time: 0.290, data: 0.018) G_GAN: 5.111 G_L1: 3.492 D_real: 0.150 D_fake: 0.045 +(epoch: 102, iters: 27184, time: 0.412, data: 0.018) G_GAN: 2.902 G_L1: 3.308 D_real: 0.181 D_fake: 0.233 +(epoch: 102, iters: 27284, time: 0.289, data: 0.018) G_GAN: 4.937 G_L1: 3.813 D_real: 0.013 D_fake: 0.033 +(epoch: 102, iters: 27384, time: 0.284, data: 0.019) G_GAN: 3.744 G_L1: 4.566 D_real: 0.001 D_fake: 0.318 +(epoch: 102, iters: 27484, time: 0.271, data: 0.016) G_GAN: 4.464 G_L1: 3.407 D_real: 0.024 D_fake: 0.075 +(epoch: 102, iters: 27584, time: 0.390, data: 0.017) G_GAN: 4.368 G_L1: 3.672 D_real: 0.202 D_fake: 0.063 +(epoch: 102, iters: 27684, time: 0.287, data: 0.021) G_GAN: 3.002 G_L1: 3.584 D_real: 0.040 D_fake: 0.271 +(epoch: 102, iters: 27784, time: 0.279, data: 0.017) G_GAN: 4.371 G_L1: 4.341 D_real: 0.000 D_fake: 0.059 +(epoch: 102, iters: 27884, time: 0.303, data: 0.014) G_GAN: 4.251 G_L1: 3.960 D_real: 0.043 D_fake: 0.124 +(epoch: 102, iters: 27984, time: 0.406, data: 0.019) G_GAN: 3.788 G_L1: 3.557 D_real: 0.155 D_fake: 0.170 +(epoch: 102, iters: 28084, time: 0.301, data: 0.017) G_GAN: 3.146 G_L1: 3.683 D_real: 0.088 D_fake: 0.222 +(epoch: 102, iters: 28184, time: 0.287, data: 0.019) G_GAN: 3.572 G_L1: 3.359 D_real: 0.986 D_fake: 0.060 +(epoch: 102, iters: 28284, time: 0.286, data: 0.019) G_GAN: 2.153 G_L1: 2.976 D_real: 0.136 D_fake: 0.328 +(epoch: 102, iters: 28384, time: 0.632, data: 0.018) G_GAN: 6.545 G_L1: 4.334 D_real: 0.012 D_fake: 0.005 +(epoch: 102, iters: 28484, time: 0.292, data: 0.020) G_GAN: 6.293 G_L1: 6.328 D_real: 0.020 D_fake: 0.018 +(epoch: 102, iters: 28584, time: 0.296, data: 0.020) G_GAN: 4.528 G_L1: 3.034 D_real: 0.271 D_fake: 0.038 +(epoch: 102, iters: 28684, time: 0.299, data: 0.018) G_GAN: 3.716 G_L1: 4.840 D_real: 0.000 D_fake: 0.050 +(epoch: 102, iters: 28784, time: 0.425, data: 0.019) G_GAN: 5.295 G_L1: 7.657 D_real: 0.035 D_fake: 0.137 +(epoch: 102, iters: 28884, time: 0.291, data: 0.021) G_GAN: 3.451 G_L1: 4.020 D_real: 0.076 D_fake: 0.223 +(epoch: 102, iters: 28984, time: 0.302, data: 0.018) G_GAN: 6.256 G_L1: 4.858 D_real: 0.003 D_fake: 0.020 +(epoch: 102, iters: 29084, time: 0.304, data: 0.019) G_GAN: 4.523 G_L1: 3.948 D_real: 0.000 D_fake: 0.099 +(epoch: 102, iters: 29184, time: 0.417, data: 0.019) G_GAN: 4.113 G_L1: 4.194 D_real: 0.559 D_fake: 0.047 +(epoch: 102, iters: 29284, time: 0.301, data: 0.018) G_GAN: 3.535 G_L1: 3.933 D_real: 0.012 D_fake: 0.193 +(epoch: 102, iters: 29384, time: 0.293, data: 0.021) G_GAN: 4.644 G_L1: 4.976 D_real: 0.001 D_fake: 0.067 +(epoch: 102, iters: 29484, time: 0.304, data: 0.019) G_GAN: 3.922 G_L1: 5.561 D_real: 0.055 D_fake: 0.167 +(epoch: 102, iters: 29584, time: 0.417, data: 0.020) G_GAN: 5.180 G_L1: 3.697 D_real: 0.001 D_fake: 0.057 +(epoch: 102, iters: 29684, time: 0.300, data: 0.021) G_GAN: 5.053 G_L1: 9.117 D_real: 0.000 D_fake: 0.096 +(epoch: 102, iters: 29784, time: 0.297, data: 0.018) G_GAN: 3.469 G_L1: 3.652 D_real: 0.135 D_fake: 0.091 +(epoch: 102, iters: 29884, time: 0.297, data: 0.020) G_GAN: 4.663 G_L1: 3.637 D_real: 0.017 D_fake: 0.202 +(epoch: 102, iters: 29984, time: 0.402, data: 0.019) G_GAN: 2.749 G_L1: 4.320 D_real: 0.371 D_fake: 0.256 +(epoch: 102, iters: 30084, time: 0.290, data: 0.018) G_GAN: 4.298 G_L1: 4.492 D_real: 0.487 D_fake: 0.042 +(epoch: 102, iters: 30184, time: 0.295, data: 0.018) G_GAN: 3.569 G_L1: 3.710 D_real: 0.034 D_fake: 0.272 +(epoch: 102, iters: 30284, time: 0.295, data: 0.018) G_GAN: 2.961 G_L1: 5.577 D_real: 0.660 D_fake: 0.163 +(epoch: 102, iters: 30384, time: 0.652, data: 0.021) G_GAN: 5.534 G_L1: 3.415 D_real: 0.343 D_fake: 0.036 +(epoch: 102, iters: 30484, time: 0.291, data: 0.021) G_GAN: 5.185 G_L1: 5.845 D_real: 0.029 D_fake: 0.043 +(epoch: 102, iters: 30584, time: 0.291, data: 0.019) G_GAN: 3.183 G_L1: 3.271 D_real: 0.205 D_fake: 0.117 +(epoch: 102, iters: 30684, time: 0.299, data: 0.017) G_GAN: 4.797 G_L1: 3.742 D_real: 0.102 D_fake: 0.044 +(epoch: 102, iters: 30784, time: 0.412, data: 0.019) G_GAN: 3.453 G_L1: 4.860 D_real: 0.141 D_fake: 0.121 +(epoch: 102, iters: 30884, time: 0.294, data: 0.019) G_GAN: 4.237 G_L1: 3.376 D_real: 0.155 D_fake: 0.042 +(epoch: 102, iters: 30984, time: 0.299, data: 0.018) G_GAN: 4.652 G_L1: 2.893 D_real: 0.004 D_fake: 0.051 +(epoch: 102, iters: 31084, time: 0.289, data: 0.020) G_GAN: 3.859 G_L1: 3.990 D_real: 0.000 D_fake: 0.079 +(epoch: 102, iters: 31184, time: 0.422, data: 0.022) G_GAN: 4.825 G_L1: 4.853 D_real: 0.029 D_fake: 0.100 +(epoch: 102, iters: 31284, time: 0.295, data: 0.018) G_GAN: 3.040 G_L1: 3.531 D_real: 0.222 D_fake: 0.126 +(epoch: 102, iters: 31384, time: 0.297, data: 0.019) G_GAN: 3.444 G_L1: 4.303 D_real: 0.000 D_fake: 0.101 +(epoch: 102, iters: 31484, time: 0.301, data: 0.018) G_GAN: 4.839 G_L1: 3.222 D_real: 0.332 D_fake: 0.096 +(epoch: 102, iters: 31584, time: 0.418, data: 0.020) G_GAN: 4.795 G_L1: 3.076 D_real: 0.017 D_fake: 0.049 +(epoch: 102, iters: 31684, time: 0.305, data: 0.019) G_GAN: 4.112 G_L1: 3.216 D_real: 0.014 D_fake: 0.048 +(epoch: 102, iters: 31784, time: 0.287, data: 0.021) G_GAN: 4.443 G_L1: 4.855 D_real: 0.021 D_fake: 0.064 +(epoch: 102, iters: 31884, time: 0.297, data: 0.019) G_GAN: 3.927 G_L1: 4.144 D_real: 0.218 D_fake: 0.137 +(epoch: 102, iters: 31984, time: 0.414, data: 0.021) G_GAN: 5.099 G_L1: 4.135 D_real: 0.002 D_fake: 0.099 +(epoch: 102, iters: 32084, time: 0.305, data: 0.020) G_GAN: 4.173 G_L1: 3.491 D_real: 0.138 D_fake: 0.058 +(epoch: 102, iters: 32184, time: 0.297, data: 0.035) G_GAN: 4.554 G_L1: 3.652 D_real: 0.117 D_fake: 0.052 +(epoch: 102, iters: 32284, time: 0.306, data: 0.019) G_GAN: 3.823 G_L1: 3.757 D_real: 0.121 D_fake: 0.055 +(epoch: 102, iters: 32384, time: 0.631, data: 0.020) G_GAN: 2.512 G_L1: 3.673 D_real: 0.660 D_fake: 0.247 +(epoch: 102, iters: 32484, time: 0.300, data: 0.019) G_GAN: 3.962 G_L1: 3.226 D_real: 0.020 D_fake: 0.075 +(epoch: 102, iters: 32584, time: 0.300, data: 0.019) G_GAN: 4.007 G_L1: 3.115 D_real: 0.002 D_fake: 0.071 +(epoch: 102, iters: 32684, time: 0.299, data: 0.018) G_GAN: 5.140 G_L1: 4.144 D_real: 0.035 D_fake: 0.049 +(epoch: 102, iters: 32784, time: 0.412, data: 0.020) G_GAN: 3.713 G_L1: 3.358 D_real: 0.014 D_fake: 0.393 +(epoch: 102, iters: 32884, time: 0.302, data: 0.018) G_GAN: 4.106 G_L1: 4.685 D_real: 0.001 D_fake: 0.048 +(epoch: 102, iters: 32984, time: 0.294, data: 0.020) G_GAN: 2.985 G_L1: 2.600 D_real: 0.065 D_fake: 0.172 +(epoch: 102, iters: 33084, time: 0.296, data: 0.018) G_GAN: 2.945 G_L1: 3.592 D_real: 0.039 D_fake: 0.228 +(epoch: 102, iters: 33184, time: 0.413, data: 0.019) G_GAN: 3.487 G_L1: 3.372 D_real: 0.121 D_fake: 0.058 +(epoch: 102, iters: 33284, time: 0.296, data: 0.019) G_GAN: 3.172 G_L1: 4.215 D_real: 0.005 D_fake: 0.321 +(epoch: 102, iters: 33384, time: 0.302, data: 0.019) G_GAN: 4.059 G_L1: 5.080 D_real: 0.145 D_fake: 0.052 +(epoch: 102, iters: 33484, time: 0.305, data: 0.020) G_GAN: 3.178 G_L1: 3.731 D_real: 0.012 D_fake: 0.167 +(epoch: 102, iters: 33584, time: 0.411, data: 0.021) G_GAN: 4.461 G_L1: 4.652 D_real: 0.161 D_fake: 0.049 +(epoch: 102, iters: 33684, time: 0.298, data: 0.019) G_GAN: 3.242 G_L1: 3.795 D_real: 0.001 D_fake: 0.144 +(epoch: 102, iters: 33784, time: 0.296, data: 0.020) G_GAN: 2.750 G_L1: 3.315 D_real: 0.025 D_fake: 0.123 +(epoch: 102, iters: 33884, time: 0.300, data: 0.020) G_GAN: 4.951 G_L1: 3.685 D_real: 0.018 D_fake: 0.033 +(epoch: 102, iters: 33984, time: 0.422, data: 0.019) G_GAN: 3.227 G_L1: 2.866 D_real: 0.338 D_fake: 0.096 +(epoch: 102, iters: 34084, time: 0.298, data: 0.019) G_GAN: 5.298 G_L1: 3.395 D_real: 0.050 D_fake: 0.096 +(epoch: 102, iters: 34184, time: 0.300, data: 0.019) G_GAN: 3.951 G_L1: 4.202 D_real: 0.126 D_fake: 0.097 +(epoch: 102, iters: 34284, time: 0.288, data: 0.020) G_GAN: 3.738 G_L1: 4.504 D_real: 0.169 D_fake: 0.287 +(epoch: 102, iters: 34384, time: 0.639, data: 0.019) G_GAN: 3.705 G_L1: 3.974 D_real: 0.131 D_fake: 0.103 +(epoch: 102, iters: 34484, time: 0.297, data: 0.021) G_GAN: 4.448 G_L1: 3.586 D_real: 0.221 D_fake: 0.030 +(epoch: 102, iters: 34584, time: 0.306, data: 0.019) G_GAN: 2.101 G_L1: 3.902 D_real: 0.000 D_fake: 0.291 +(epoch: 102, iters: 34684, time: 0.301, data: 0.021) G_GAN: 2.097 G_L1: 3.223 D_real: 0.007 D_fake: 0.458 +(epoch: 102, iters: 34784, time: 0.425, data: 0.021) G_GAN: 4.188 G_L1: 3.904 D_real: 0.161 D_fake: 0.074 +(epoch: 102, iters: 34884, time: 0.297, data: 0.020) G_GAN: 3.755 G_L1: 3.643 D_real: 0.265 D_fake: 0.154 +(epoch: 102, iters: 34984, time: 0.305, data: 0.022) G_GAN: 3.658 G_L1: 8.674 D_real: 0.000 D_fake: 0.454 +(epoch: 102, iters: 35084, time: 0.304, data: 0.018) G_GAN: 3.638 G_L1: 3.714 D_real: 0.382 D_fake: 0.075 +(epoch: 102, iters: 35184, time: 0.390, data: 0.020) G_GAN: 5.653 G_L1: 3.052 D_real: 0.152 D_fake: 0.043 +(epoch: 102, iters: 35284, time: 0.299, data: 0.018) G_GAN: 3.331 G_L1: 4.495 D_real: 0.091 D_fake: 0.316 +(epoch: 102, iters: 35384, time: 0.299, data: 0.019) G_GAN: 2.322 G_L1: 3.479 D_real: 0.090 D_fake: 0.259 +(epoch: 102, iters: 35484, time: 0.303, data: 0.019) G_GAN: 3.789 G_L1: 3.751 D_real: 0.078 D_fake: 0.170 +(epoch: 102, iters: 35584, time: 0.420, data: 0.020) G_GAN: 4.934 G_L1: 5.362 D_real: 0.278 D_fake: 0.054 +(epoch: 102, iters: 35684, time: 0.296, data: 0.019) G_GAN: 2.192 G_L1: 3.816 D_real: 0.229 D_fake: 0.247 +(epoch: 102, iters: 35784, time: 0.306, data: 0.020) G_GAN: 4.914 G_L1: 4.062 D_real: 0.002 D_fake: 0.034 +(epoch: 102, iters: 35884, time: 0.290, data: 0.020) G_GAN: 3.515 G_L1: 4.919 D_real: 0.038 D_fake: 0.252 +(epoch: 102, iters: 35984, time: 0.396, data: 0.020) G_GAN: 4.476 G_L1: 3.615 D_real: 0.025 D_fake: 0.056 +(epoch: 102, iters: 36084, time: 0.300, data: 0.017) G_GAN: 6.223 G_L1: 3.068 D_real: 0.014 D_fake: 0.027 +(epoch: 102, iters: 36184, time: 0.302, data: 0.019) G_GAN: 4.299 G_L1: 3.743 D_real: 0.027 D_fake: 0.125 +(epoch: 102, iters: 36284, time: 0.305, data: 0.020) G_GAN: 4.514 G_L1: 2.671 D_real: 0.017 D_fake: 0.079 +(epoch: 102, iters: 36384, time: 0.634, data: 0.021) G_GAN: 3.094 G_L1: 3.942 D_real: 0.008 D_fake: 0.181 +(epoch: 102, iters: 36484, time: 0.295, data: 0.020) G_GAN: 3.332 G_L1: 4.661 D_real: 0.113 D_fake: 0.087 +(epoch: 102, iters: 36584, time: 0.313, data: 0.022) G_GAN: 3.479 G_L1: 4.000 D_real: 0.064 D_fake: 0.096 +(epoch: 102, iters: 36684, time: 0.295, data: 0.020) G_GAN: 4.466 G_L1: 3.538 D_real: 0.005 D_fake: 0.113 +(epoch: 102, iters: 36784, time: 0.428, data: 0.018) G_GAN: 6.449 G_L1: 5.606 D_real: 0.003 D_fake: 0.009 +(epoch: 102, iters: 36884, time: 0.296, data: 0.019) G_GAN: 5.834 G_L1: 3.892 D_real: 0.018 D_fake: 0.043 +(epoch: 102, iters: 36984, time: 0.295, data: 0.019) G_GAN: 2.576 G_L1: 3.949 D_real: 0.008 D_fake: 0.270 +(epoch: 102, iters: 37084, time: 0.303, data: 0.019) G_GAN: 4.066 G_L1: 6.536 D_real: 0.503 D_fake: 0.062 +(epoch: 102, iters: 37184, time: 0.415, data: 0.020) G_GAN: 3.309 G_L1: 3.534 D_real: 0.084 D_fake: 0.170 +(epoch: 102, iters: 37284, time: 0.299, data: 0.020) G_GAN: 3.984 G_L1: 3.208 D_real: 0.111 D_fake: 0.041 +(epoch: 102, iters: 37384, time: 0.299, data: 0.019) G_GAN: 3.947 G_L1: 4.067 D_real: 0.414 D_fake: 0.065 +(epoch: 102, iters: 37484, time: 0.302, data: 0.020) G_GAN: 6.338 G_L1: 7.169 D_real: 0.001 D_fake: 0.008 +(epoch: 102, iters: 37584, time: 0.424, data: 0.020) G_GAN: 5.646 G_L1: 5.687 D_real: 0.017 D_fake: 0.024 +(epoch: 102, iters: 37684, time: 0.275, data: 0.018) G_GAN: 4.881 G_L1: 3.611 D_real: 0.053 D_fake: 0.061 +(epoch: 102, iters: 37784, time: 0.296, data: 0.018) G_GAN: 4.364 G_L1: 5.444 D_real: 0.222 D_fake: 0.070 +(epoch: 102, iters: 37884, time: 0.294, data: 0.019) G_GAN: 4.402 G_L1: 5.064 D_real: 0.031 D_fake: 0.243 +(epoch: 102, iters: 37984, time: 0.395, data: 0.019) G_GAN: 6.476 G_L1: 4.901 D_real: 0.235 D_fake: 0.004 +(epoch: 102, iters: 38084, time: 0.307, data: 0.019) G_GAN: 4.572 G_L1: 4.704 D_real: 0.003 D_fake: 0.208 +(epoch: 102, iters: 38184, time: 0.305, data: 0.020) G_GAN: 5.077 G_L1: 3.807 D_real: 0.003 D_fake: 0.025 +(epoch: 102, iters: 38284, time: 0.288, data: 0.019) G_GAN: 4.728 G_L1: 3.660 D_real: 0.008 D_fake: 0.041 +(epoch: 102, iters: 38384, time: 0.641, data: 0.019) G_GAN: 4.725 G_L1: 3.498 D_real: 0.037 D_fake: 0.034 +(epoch: 102, iters: 38484, time: 0.305, data: 0.020) G_GAN: 4.324 G_L1: 3.525 D_real: 0.076 D_fake: 0.045 +(epoch: 102, iters: 38584, time: 0.302, data: 0.020) G_GAN: 4.707 G_L1: 3.847 D_real: 0.098 D_fake: 0.081 +(epoch: 102, iters: 38684, time: 0.302, data: 0.020) G_GAN: 3.117 G_L1: 2.921 D_real: 0.051 D_fake: 0.130 +(epoch: 102, iters: 38784, time: 0.414, data: 0.021) G_GAN: 3.395 G_L1: 3.313 D_real: 0.022 D_fake: 0.106 +(epoch: 102, iters: 38884, time: 0.291, data: 0.018) G_GAN: 3.911 G_L1: 4.375 D_real: 0.072 D_fake: 0.064 +(epoch: 102, iters: 38984, time: 0.297, data: 0.018) G_GAN: 2.885 G_L1: 3.963 D_real: 0.049 D_fake: 0.234 +(epoch: 102, iters: 39084, time: 0.310, data: 0.018) G_GAN: 3.451 G_L1: 3.834 D_real: 0.090 D_fake: 0.177 +(epoch: 102, iters: 39184, time: 0.428, data: 0.021) G_GAN: 3.935 G_L1: 6.576 D_real: 0.017 D_fake: 0.239 +(epoch: 102, iters: 39284, time: 0.293, data: 0.019) G_GAN: 3.655 G_L1: 3.897 D_real: 0.167 D_fake: 0.119 +(epoch: 102, iters: 39384, time: 0.303, data: 0.022) G_GAN: 4.412 G_L1: 3.033 D_real: 0.059 D_fake: 0.142 +(epoch: 102, iters: 39484, time: 0.297, data: 0.019) G_GAN: 2.655 G_L1: 3.897 D_real: 0.427 D_fake: 0.164 +(epoch: 102, iters: 39584, time: 0.394, data: 0.020) G_GAN: 4.474 G_L1: 3.357 D_real: 0.001 D_fake: 0.090 +(epoch: 102, iters: 39684, time: 0.304, data: 0.020) G_GAN: 3.862 G_L1: 2.988 D_real: 0.031 D_fake: 0.069 +(epoch: 102, iters: 39784, time: 0.295, data: 0.021) G_GAN: 3.487 G_L1: 5.437 D_real: 0.000 D_fake: 0.157 +(epoch: 102, iters: 39884, time: 0.302, data: 0.018) G_GAN: 3.057 G_L1: 3.627 D_real: 0.050 D_fake: 0.106 +(epoch: 102, iters: 39984, time: 0.426, data: 0.019) G_GAN: 4.922 G_L1: 4.403 D_real: 0.001 D_fake: 0.021 +(epoch: 102, iters: 40084, time: 0.270, data: 0.018) G_GAN: 3.781 G_L1: 3.356 D_real: 0.156 D_fake: 0.056 +(epoch: 102, iters: 40184, time: 0.300, data: 0.019) G_GAN: 4.343 G_L1: 3.774 D_real: 0.110 D_fake: 0.027 +(epoch: 102, iters: 40284, time: 0.302, data: 0.021) G_GAN: 5.064 G_L1: 4.808 D_real: 0.360 D_fake: 0.096 +(epoch: 102, iters: 40384, time: 0.640, data: 0.019) G_GAN: 5.946 G_L1: 6.453 D_real: 0.000 D_fake: 0.032 +(epoch: 102, iters: 40484, time: 0.304, data: 0.020) G_GAN: 2.934 G_L1: 3.082 D_real: 0.001 D_fake: 0.211 +(epoch: 102, iters: 40584, time: 0.305, data: 0.020) G_GAN: 3.047 G_L1: 3.599 D_real: 0.002 D_fake: 0.162 +(epoch: 102, iters: 40684, time: 0.304, data: 0.024) G_GAN: 3.611 G_L1: 3.585 D_real: 0.100 D_fake: 0.181 +(epoch: 102, iters: 40784, time: 0.424, data: 0.021) G_GAN: 4.200 G_L1: 4.956 D_real: 0.173 D_fake: 0.062 +(epoch: 102, iters: 40884, time: 0.301, data: 0.020) G_GAN: 5.498 G_L1: 3.750 D_real: 0.596 D_fake: 0.034 +(epoch: 102, iters: 40984, time: 0.306, data: 0.019) G_GAN: 5.618 G_L1: 4.022 D_real: 0.031 D_fake: 0.033 +(epoch: 102, iters: 41084, time: 0.298, data: 0.019) G_GAN: 4.046 G_L1: 3.820 D_real: 0.000 D_fake: 0.059 +(epoch: 102, iters: 41184, time: 0.424, data: 0.022) G_GAN: 3.537 G_L1: 4.184 D_real: 0.026 D_fake: 0.076 +(epoch: 102, iters: 41284, time: 0.296, data: 0.019) G_GAN: 3.132 G_L1: 2.777 D_real: 0.001 D_fake: 0.167 +(epoch: 102, iters: 41384, time: 0.303, data: 0.020) G_GAN: 4.309 G_L1: 3.719 D_real: 0.044 D_fake: 0.039 +(epoch: 102, iters: 41484, time: 0.292, data: 0.019) G_GAN: 2.547 G_L1: 4.170 D_real: 0.000 D_fake: 0.282 +(epoch: 102, iters: 41584, time: 0.406, data: 0.017) G_GAN: 3.708 G_L1: 3.486 D_real: 0.016 D_fake: 0.268 +(epoch: 102, iters: 41684, time: 0.297, data: 0.019) G_GAN: 3.741 G_L1: 4.121 D_real: 0.005 D_fake: 0.301 +(epoch: 102, iters: 41784, time: 0.303, data: 0.019) G_GAN: 3.003 G_L1: 4.522 D_real: 0.043 D_fake: 0.210 +(epoch: 102, iters: 41884, time: 0.290, data: 0.022) G_GAN: 3.675 G_L1: 4.489 D_real: 0.020 D_fake: 0.079 +(epoch: 102, iters: 41984, time: 0.419, data: 0.018) G_GAN: 3.321 G_L1: 3.606 D_real: 0.010 D_fake: 0.151 +(epoch: 102, iters: 42084, time: 0.297, data: 0.020) G_GAN: 3.347 G_L1: 3.859 D_real: 0.121 D_fake: 0.203 +(epoch: 102, iters: 42184, time: 0.303, data: 0.020) G_GAN: 3.460 G_L1: 3.755 D_real: 0.239 D_fake: 0.075 +(epoch: 102, iters: 42284, time: 0.305, data: 0.023) G_GAN: 3.285 G_L1: 3.298 D_real: 0.086 D_fake: 0.112 +(epoch: 102, iters: 42384, time: 0.633, data: 0.024) G_GAN: 4.456 G_L1: 4.914 D_real: 0.007 D_fake: 0.235 +(epoch: 102, iters: 42484, time: 0.297, data: 0.018) G_GAN: 4.108 G_L1: 3.710 D_real: 0.032 D_fake: 0.127 +(epoch: 102, iters: 42584, time: 0.306, data: 0.020) G_GAN: 2.607 G_L1: 3.312 D_real: 0.096 D_fake: 0.226 +(epoch: 102, iters: 42684, time: 0.284, data: 0.020) G_GAN: 2.753 G_L1: 3.470 D_real: 0.327 D_fake: 0.113 +(epoch: 102, iters: 42784, time: 0.417, data: 0.018) G_GAN: 4.903 G_L1: 4.535 D_real: 0.070 D_fake: 0.020 +(epoch: 102, iters: 42884, time: 0.301, data: 0.020) G_GAN: 3.573 G_L1: 4.668 D_real: 0.116 D_fake: 0.065 +(epoch: 102, iters: 42984, time: 0.290, data: 0.020) G_GAN: 2.986 G_L1: 3.083 D_real: 0.021 D_fake: 0.449 +(epoch: 102, iters: 43084, time: 0.291, data: 0.020) G_GAN: 3.348 G_L1: 3.147 D_real: 0.273 D_fake: 0.118 +(epoch: 102, iters: 43184, time: 0.426, data: 0.018) G_GAN: 3.268 G_L1: 5.076 D_real: 0.007 D_fake: 0.164 +(epoch: 102, iters: 43284, time: 0.288, data: 0.019) G_GAN: 2.246 G_L1: 4.369 D_real: 0.128 D_fake: 0.458 +(epoch: 102, iters: 43384, time: 0.309, data: 0.020) G_GAN: 3.128 G_L1: 4.404 D_real: 0.001 D_fake: 0.158 +(epoch: 102, iters: 43484, time: 0.302, data: 0.020) G_GAN: 3.775 G_L1: 3.277 D_real: 0.007 D_fake: 0.298 +(epoch: 102, iters: 43584, time: 0.412, data: 0.021) G_GAN: 4.212 G_L1: 4.679 D_real: 0.009 D_fake: 0.207 +(epoch: 102, iters: 43684, time: 0.309, data: 0.020) G_GAN: 3.278 G_L1: 3.643 D_real: 0.540 D_fake: 0.118 +(epoch: 102, iters: 43784, time: 0.298, data: 0.021) G_GAN: 6.508 G_L1: 4.055 D_real: 0.046 D_fake: 0.013 +(epoch: 102, iters: 43884, time: 0.294, data: 0.020) G_GAN: 2.526 G_L1: 3.485 D_real: 0.006 D_fake: 1.092 +(epoch: 102, iters: 43984, time: 0.397, data: 0.016) G_GAN: 3.542 G_L1: 2.625 D_real: 0.016 D_fake: 0.147 +(epoch: 102, iters: 44084, time: 0.276, data: 0.015) G_GAN: 4.989 G_L1: 4.494 D_real: 0.007 D_fake: 0.063 +(epoch: 102, iters: 44184, time: 0.276, data: 0.016) G_GAN: 4.423 G_L1: 2.081 D_real: 0.073 D_fake: 0.047 +(epoch: 102, iters: 44284, time: 0.304, data: 0.018) G_GAN: 5.277 G_L1: 2.479 D_real: 0.231 D_fake: 0.017 +(epoch: 102, iters: 44384, time: 0.597, data: 0.018) G_GAN: 3.623 G_L1: 4.398 D_real: 0.105 D_fake: 0.101 +(epoch: 102, iters: 44484, time: 0.295, data: 0.021) G_GAN: 5.828 G_L1: 3.855 D_real: 0.000 D_fake: 0.024 +(epoch: 102, iters: 44584, time: 0.296, data: 0.017) G_GAN: 3.669 G_L1: 3.476 D_real: 0.272 D_fake: 0.196 +(epoch: 102, iters: 44684, time: 0.285, data: 0.019) G_GAN: 3.727 G_L1: 3.390 D_real: 0.385 D_fake: 0.080 +(epoch: 102, iters: 44784, time: 0.407, data: 0.018) G_GAN: 3.807 G_L1: 4.937 D_real: 0.046 D_fake: 0.161 +(epoch: 102, iters: 44884, time: 0.293, data: 0.017) G_GAN: 3.586 G_L1: 3.739 D_real: 0.016 D_fake: 0.103 +(epoch: 102, iters: 44984, time: 0.284, data: 0.020) G_GAN: 4.252 G_L1: 4.058 D_real: 0.020 D_fake: 0.161 +(epoch: 102, iters: 45084, time: 0.298, data: 0.016) G_GAN: 5.085 G_L1: 5.744 D_real: 0.111 D_fake: 0.028 +(epoch: 102, iters: 45184, time: 0.404, data: 0.021) G_GAN: 4.649 G_L1: 3.397 D_real: 0.086 D_fake: 0.041 +(epoch: 102, iters: 45284, time: 0.305, data: 0.017) G_GAN: 5.428 G_L1: 4.097 D_real: 0.132 D_fake: 0.017 +(epoch: 102, iters: 45384, time: 0.300, data: 0.020) G_GAN: 5.364 G_L1: 5.131 D_real: 0.053 D_fake: 0.036 +(epoch: 102, iters: 45484, time: 0.301, data: 0.018) G_GAN: 3.789 G_L1: 3.785 D_real: 0.000 D_fake: 0.137 +(epoch: 102, iters: 45584, time: 0.409, data: 0.018) G_GAN: 4.828 G_L1: 4.418 D_real: 0.240 D_fake: 0.054 +(epoch: 102, iters: 45684, time: 0.299, data: 0.019) G_GAN: 3.320 G_L1: 3.642 D_real: 0.010 D_fake: 0.139 +(epoch: 102, iters: 45784, time: 0.291, data: 0.018) G_GAN: 5.211 G_L1: 3.793 D_real: 0.046 D_fake: 0.059 +(epoch: 102, iters: 45884, time: 0.273, data: 0.018) G_GAN: 6.811 G_L1: 4.507 D_real: 0.000 D_fake: 0.008 +(epoch: 102, iters: 45984, time: 0.403, data: 0.016) G_GAN: 4.153 G_L1: 4.125 D_real: 0.022 D_fake: 0.189 +(epoch: 102, iters: 46084, time: 0.296, data: 0.018) G_GAN: 3.739 G_L1: 3.123 D_real: 0.007 D_fake: 0.058 +(epoch: 102, iters: 46184, time: 0.287, data: 0.019) G_GAN: 4.339 G_L1: 5.961 D_real: 0.611 D_fake: 0.029 +(epoch: 102, iters: 46284, time: 0.294, data: 0.018) G_GAN: 3.508 G_L1: 5.127 D_real: 0.002 D_fake: 0.484 +(epoch: 102, iters: 46384, time: 0.660, data: 0.017) G_GAN: 4.901 G_L1: 5.717 D_real: 0.012 D_fake: 0.069 +(epoch: 102, iters: 46484, time: 0.301, data: 0.017) G_GAN: 4.202 G_L1: 4.053 D_real: 0.038 D_fake: 0.057 +(epoch: 102, iters: 46584, time: 0.296, data: 0.020) G_GAN: 3.745 G_L1: 5.283 D_real: 0.065 D_fake: 0.133 +(epoch: 102, iters: 46684, time: 0.297, data: 0.019) G_GAN: 2.798 G_L1: 2.708 D_real: 0.904 D_fake: 0.088 +(epoch: 102, iters: 46784, time: 0.420, data: 0.019) G_GAN: 3.202 G_L1: 4.158 D_real: 0.010 D_fake: 0.125 +(epoch: 102, iters: 46884, time: 0.300, data: 0.016) G_GAN: 3.638 G_L1: 2.912 D_real: 0.130 D_fake: 0.110 +(epoch: 102, iters: 46984, time: 0.303, data: 0.019) G_GAN: 3.232 G_L1: 3.405 D_real: 0.061 D_fake: 0.412 +(epoch: 102, iters: 47084, time: 0.301, data: 0.020) G_GAN: 3.814 G_L1: 3.665 D_real: 0.008 D_fake: 0.095 +(epoch: 102, iters: 47184, time: 0.388, data: 0.027) G_GAN: 4.704 G_L1: 2.491 D_real: 0.003 D_fake: 0.079 +(epoch: 102, iters: 47284, time: 0.279, data: 0.017) G_GAN: 3.801 G_L1: 5.253 D_real: 0.020 D_fake: 0.113 +(epoch: 102, iters: 47384, time: 0.293, data: 0.017) G_GAN: 4.260 G_L1: 5.014 D_real: 0.066 D_fake: 0.204 +(epoch: 102, iters: 47484, time: 0.299, data: 0.019) G_GAN: 2.808 G_L1: 3.357 D_real: 0.593 D_fake: 0.088 +(epoch: 102, iters: 47584, time: 0.408, data: 0.020) G_GAN: 3.680 G_L1: 2.856 D_real: 0.218 D_fake: 0.053 +(epoch: 102, iters: 47684, time: 0.304, data: 0.018) G_GAN: 3.942 G_L1: 3.092 D_real: 0.049 D_fake: 0.204 +(epoch: 102, iters: 47784, time: 0.299, data: 0.020) G_GAN: 4.515 G_L1: 3.316 D_real: 0.014 D_fake: 0.376 +(epoch: 102, iters: 47884, time: 0.298, data: 0.018) G_GAN: 3.337 G_L1: 3.390 D_real: 0.187 D_fake: 0.302 +(epoch: 102, iters: 47984, time: 0.406, data: 0.020) G_GAN: 4.521 G_L1: 3.558 D_real: 0.001 D_fake: 0.279 +(epoch: 102, iters: 48084, time: 0.295, data: 0.020) G_GAN: 3.769 G_L1: 3.267 D_real: 0.495 D_fake: 0.067 +(epoch: 102, iters: 48184, time: 0.303, data: 0.018) G_GAN: 3.636 G_L1: 3.403 D_real: 0.103 D_fake: 0.153 +(epoch: 102, iters: 48284, time: 0.286, data: 0.020) G_GAN: 6.182 G_L1: 3.480 D_real: 0.001 D_fake: 0.022 +(epoch: 102, iters: 48384, time: 0.652, data: 0.020) G_GAN: 3.096 G_L1: 3.953 D_real: 0.015 D_fake: 0.190 +(epoch: 102, iters: 48484, time: 0.280, data: 0.024) G_GAN: 3.831 G_L1: 3.480 D_real: 0.042 D_fake: 0.094 +(epoch: 102, iters: 48584, time: 0.297, data: 0.017) G_GAN: 3.334 G_L1: 3.424 D_real: 0.032 D_fake: 0.604 +(epoch: 102, iters: 48684, time: 0.289, data: 0.020) G_GAN: 2.863 G_L1: 3.611 D_real: 0.006 D_fake: 0.226 +(epoch: 102, iters: 48784, time: 0.402, data: 0.018) G_GAN: 3.229 G_L1: 3.593 D_real: 0.019 D_fake: 0.147 +(epoch: 102, iters: 48884, time: 0.276, data: 0.017) G_GAN: 5.712 G_L1: 3.950 D_real: 0.186 D_fake: 0.119 +(epoch: 102, iters: 48984, time: 0.282, data: 0.017) G_GAN: 3.209 G_L1: 3.768 D_real: 0.066 D_fake: 0.198 +(epoch: 102, iters: 49084, time: 0.288, data: 0.016) G_GAN: 4.408 G_L1: 3.561 D_real: 0.000 D_fake: 0.126 +(epoch: 102, iters: 49184, time: 0.405, data: 0.018) G_GAN: 4.676 G_L1: 4.498 D_real: 0.869 D_fake: 0.030 +(epoch: 102, iters: 49284, time: 0.269, data: 0.018) G_GAN: 4.367 G_L1: 4.348 D_real: 0.124 D_fake: 0.037 +(epoch: 102, iters: 49384, time: 0.297, data: 0.016) G_GAN: 4.763 G_L1: 4.837 D_real: 0.134 D_fake: 0.141 +(epoch: 102, iters: 49484, time: 0.276, data: 0.019) G_GAN: 4.843 G_L1: 4.955 D_real: 0.138 D_fake: 0.044 +(epoch: 102, iters: 49584, time: 0.414, data: 0.016) G_GAN: 4.442 G_L1: 4.217 D_real: 0.047 D_fake: 0.068 +(epoch: 102, iters: 49684, time: 0.288, data: 0.019) G_GAN: 4.908 G_L1: 3.893 D_real: 0.003 D_fake: 0.022 +(epoch: 102, iters: 49784, time: 0.277, data: 0.018) G_GAN: 3.473 G_L1: 4.350 D_real: 0.002 D_fake: 0.213 +(epoch: 102, iters: 49884, time: 0.290, data: 0.016) G_GAN: 6.048 G_L1: 4.298 D_real: 0.005 D_fake: 0.036 +(epoch: 102, iters: 49984, time: 0.392, data: 0.019) G_GAN: 5.834 G_L1: 5.570 D_real: 0.000 D_fake: 0.029 +(epoch: 102, iters: 50084, time: 0.288, data: 0.017) G_GAN: 3.934 G_L1: 3.736 D_real: 0.023 D_fake: 0.443 +(epoch: 102, iters: 50184, time: 0.285, data: 0.018) G_GAN: 3.866 G_L1: 3.697 D_real: 0.021 D_fake: 0.099 +(epoch: 102, iters: 50284, time: 0.289, data: 0.017) G_GAN: 3.731 G_L1: 4.200 D_real: 0.002 D_fake: 0.273 +(epoch: 102, iters: 50384, time: 0.647, data: 0.017) G_GAN: 3.175 G_L1: 4.496 D_real: 0.349 D_fake: 0.149 +(epoch: 102, iters: 50484, time: 0.277, data: 0.018) G_GAN: 3.612 G_L1: 3.411 D_real: 0.203 D_fake: 0.048 +(epoch: 102, iters: 50584, time: 0.276, data: 0.016) G_GAN: 3.033 G_L1: 6.605 D_real: 0.511 D_fake: 0.452 +(epoch: 102, iters: 50684, time: 0.284, data: 0.016) G_GAN: 3.862 G_L1: 4.382 D_real: 0.010 D_fake: 0.055 +(epoch: 102, iters: 50784, time: 0.401, data: 0.016) G_GAN: 2.693 G_L1: 3.999 D_real: 0.787 D_fake: 0.076 +(epoch: 102, iters: 50884, time: 0.282, data: 0.017) G_GAN: 3.799 G_L1: 3.469 D_real: 0.001 D_fake: 0.050 +(epoch: 102, iters: 50984, time: 0.285, data: 0.018) G_GAN: 3.834 G_L1: 4.506 D_real: 0.007 D_fake: 0.055 +(epoch: 102, iters: 51084, time: 0.285, data: 0.016) G_GAN: 3.765 G_L1: 3.234 D_real: 0.020 D_fake: 0.076 +(epoch: 102, iters: 51184, time: 0.413, data: 0.016) G_GAN: 3.992 G_L1: 3.748 D_real: 0.019 D_fake: 0.109 +(epoch: 102, iters: 51284, time: 0.290, data: 0.020) G_GAN: 4.136 G_L1: 3.214 D_real: 0.433 D_fake: 0.024 +(epoch: 102, iters: 51384, time: 0.287, data: 0.018) G_GAN: 2.755 G_L1: 3.282 D_real: 0.002 D_fake: 0.156 +(epoch: 102, iters: 51484, time: 0.295, data: 0.019) G_GAN: 3.857 G_L1: 3.381 D_real: 0.009 D_fake: 0.082 +(epoch: 102, iters: 51584, time: 0.414, data: 0.017) G_GAN: 3.223 G_L1: 5.537 D_real: 0.014 D_fake: 0.197 +(epoch: 102, iters: 51684, time: 0.295, data: 0.019) G_GAN: 5.840 G_L1: 5.448 D_real: 0.004 D_fake: 0.050 +(epoch: 102, iters: 51784, time: 0.289, data: 0.018) G_GAN: 3.196 G_L1: 3.756 D_real: 0.001 D_fake: 0.094 +(epoch: 102, iters: 51884, time: 0.264, data: 0.021) G_GAN: 3.017 G_L1: 3.075 D_real: 0.460 D_fake: 0.167 +(epoch: 102, iters: 51984, time: 0.412, data: 0.019) G_GAN: 3.609 G_L1: 3.655 D_real: 0.047 D_fake: 0.197 +(epoch: 102, iters: 52084, time: 0.300, data: 0.018) G_GAN: 3.839 G_L1: 4.144 D_real: 0.000 D_fake: 0.067 +(epoch: 102, iters: 52184, time: 0.289, data: 0.018) G_GAN: 5.239 G_L1: 5.145 D_real: 0.032 D_fake: 0.199 +(epoch: 102, iters: 52284, time: 0.294, data: 0.017) G_GAN: 6.551 G_L1: 3.851 D_real: 0.249 D_fake: 0.041 +(epoch: 102, iters: 52384, time: 0.632, data: 0.018) G_GAN: 3.182 G_L1: 2.586 D_real: 0.327 D_fake: 0.096 +(epoch: 102, iters: 52484, time: 0.297, data: 0.021) G_GAN: 4.495 G_L1: 7.148 D_real: 0.152 D_fake: 0.051 +(epoch: 102, iters: 52584, time: 0.294, data: 0.019) G_GAN: 3.076 G_L1: 3.344 D_real: 0.075 D_fake: 0.110 +(epoch: 102, iters: 52684, time: 0.297, data: 0.017) G_GAN: 3.926 G_L1: 3.298 D_real: 0.033 D_fake: 0.053 +(epoch: 102, iters: 52784, time: 0.365, data: 0.019) G_GAN: 3.807 G_L1: 3.040 D_real: 0.129 D_fake: 0.059 +(epoch: 102, iters: 52884, time: 0.283, data: 0.015) G_GAN: 5.258 G_L1: 3.397 D_real: 0.096 D_fake: 0.027 +(epoch: 102, iters: 52984, time: 0.283, data: 0.019) G_GAN: 5.236 G_L1: 3.347 D_real: 0.017 D_fake: 0.026 +(epoch: 102, iters: 53084, time: 0.296, data: 0.018) G_GAN: 3.703 G_L1: 3.943 D_real: 0.000 D_fake: 0.196 +(epoch: 102, iters: 53184, time: 0.403, data: 0.019) G_GAN: 3.908 G_L1: 3.108 D_real: 0.151 D_fake: 0.095 +(epoch: 102, iters: 53284, time: 0.295, data: 0.019) G_GAN: 3.814 G_L1: 2.627 D_real: 0.098 D_fake: 0.297 +(epoch: 102, iters: 53384, time: 0.296, data: 0.019) G_GAN: 4.125 G_L1: 3.573 D_real: 0.094 D_fake: 0.066 +(epoch: 102, iters: 53484, time: 0.298, data: 0.020) G_GAN: 3.993 G_L1: 3.551 D_real: 0.138 D_fake: 0.081 +(epoch: 102, iters: 53584, time: 0.390, data: 0.019) G_GAN: 3.740 G_L1: 5.131 D_real: 0.067 D_fake: 0.178 +(epoch: 102, iters: 53684, time: 0.302, data: 0.017) G_GAN: 3.620 G_L1: 3.325 D_real: 0.094 D_fake: 0.083 +(epoch: 102, iters: 53784, time: 0.290, data: 0.018) G_GAN: 3.633 G_L1: 4.165 D_real: 0.221 D_fake: 0.208 +(epoch: 102, iters: 53884, time: 0.296, data: 0.018) G_GAN: 3.304 G_L1: 3.420 D_real: 0.056 D_fake: 0.257 +(epoch: 102, iters: 53984, time: 0.411, data: 0.019) G_GAN: 3.985 G_L1: 3.733 D_real: 0.064 D_fake: 0.076 +(epoch: 102, iters: 54084, time: 0.289, data: 0.019) G_GAN: 4.930 G_L1: 3.234 D_real: 0.238 D_fake: 0.041 +(epoch: 102, iters: 54184, time: 0.298, data: 0.018) G_GAN: 5.938 G_L1: 3.479 D_real: 0.000 D_fake: 0.027 +(epoch: 102, iters: 54284, time: 0.301, data: 0.019) G_GAN: 3.182 G_L1: 3.311 D_real: 0.366 D_fake: 0.123 +(epoch: 102, iters: 54384, time: 0.665, data: 0.020) G_GAN: 4.245 G_L1: 7.050 D_real: 0.005 D_fake: 0.291 +(epoch: 102, iters: 54484, time: 0.287, data: 0.018) G_GAN: 4.130 G_L1: 4.710 D_real: 0.226 D_fake: 0.061 +(epoch: 102, iters: 54584, time: 0.292, data: 0.017) G_GAN: 3.852 G_L1: 3.840 D_real: 0.032 D_fake: 0.123 +(epoch: 102, iters: 54684, time: 0.287, data: 0.017) G_GAN: 3.327 G_L1: 3.727 D_real: 0.201 D_fake: 0.135 +(epoch: 102, iters: 54784, time: 0.425, data: 0.020) G_GAN: 4.331 G_L1: 6.790 D_real: 0.349 D_fake: 0.085 +(epoch: 102, iters: 54884, time: 0.267, data: 0.018) G_GAN: 4.255 G_L1: 3.752 D_real: 0.027 D_fake: 0.073 +(epoch: 102, iters: 54984, time: 0.286, data: 0.016) G_GAN: 2.262 G_L1: 3.395 D_real: 0.019 D_fake: 0.485 +(epoch: 102, iters: 55084, time: 0.284, data: 0.017) G_GAN: 4.152 G_L1: 4.302 D_real: 0.086 D_fake: 0.062 +(epoch: 102, iters: 55184, time: 0.392, data: 0.017) G_GAN: 2.909 G_L1: 2.462 D_real: 0.083 D_fake: 0.655 +(epoch: 102, iters: 55284, time: 0.293, data: 0.019) G_GAN: 3.937 G_L1: 3.347 D_real: 0.048 D_fake: 0.171 +(epoch: 102, iters: 55384, time: 0.301, data: 0.018) G_GAN: 2.945 G_L1: 3.911 D_real: 0.586 D_fake: 0.092 +(epoch: 102, iters: 55484, time: 0.287, data: 0.019) G_GAN: 3.051 G_L1: 2.927 D_real: 0.167 D_fake: 0.153 +(epoch: 102, iters: 55584, time: 0.411, data: 0.018) G_GAN: 3.110 G_L1: 3.389 D_real: 0.269 D_fake: 0.114 +(epoch: 102, iters: 55684, time: 0.295, data: 0.017) G_GAN: 5.046 G_L1: 4.609 D_real: 0.358 D_fake: 0.046 +(epoch: 102, iters: 55784, time: 0.291, data: 0.019) G_GAN: 4.305 G_L1: 3.528 D_real: 0.320 D_fake: 0.043 +(epoch: 102, iters: 55884, time: 0.292, data: 0.019) G_GAN: 3.031 G_L1: 4.185 D_real: 0.477 D_fake: 0.060 +(epoch: 102, iters: 55984, time: 0.401, data: 0.020) G_GAN: 3.128 G_L1: 3.364 D_real: 0.024 D_fake: 0.111 +(epoch: 102, iters: 56084, time: 0.287, data: 0.017) G_GAN: 6.382 G_L1: 4.672 D_real: 0.017 D_fake: 0.020 +(epoch: 102, iters: 56184, time: 0.266, data: 0.016) G_GAN: 4.114 G_L1: 4.162 D_real: 0.001 D_fake: 0.045 +(epoch: 102, iters: 56284, time: 0.297, data: 0.016) G_GAN: 3.676 G_L1: 5.656 D_real: 0.011 D_fake: 0.086 +(epoch: 102, iters: 56384, time: 0.646, data: 0.018) G_GAN: 4.161 G_L1: 3.154 D_real: 0.045 D_fake: 0.132 +(epoch: 102, iters: 56484, time: 0.293, data: 0.019) G_GAN: 4.686 G_L1: 5.316 D_real: 0.035 D_fake: 0.035 +(epoch: 102, iters: 56584, time: 0.291, data: 0.017) G_GAN: 5.235 G_L1: 4.109 D_real: 0.003 D_fake: 0.026 +(epoch: 102, iters: 56684, time: 0.296, data: 0.017) G_GAN: 4.021 G_L1: 3.159 D_real: 0.005 D_fake: 0.207 +(epoch: 102, iters: 56784, time: 0.391, data: 0.017) G_GAN: 2.696 G_L1: 3.108 D_real: 0.079 D_fake: 0.231 +(epoch: 102, iters: 56884, time: 0.285, data: 0.017) G_GAN: 2.922 G_L1: 3.213 D_real: 0.138 D_fake: 0.167 +(epoch: 102, iters: 56984, time: 0.269, data: 0.019) G_GAN: 3.548 G_L1: 3.299 D_real: 0.369 D_fake: 0.095 +(epoch: 102, iters: 57084, time: 0.280, data: 0.017) G_GAN: 5.329 G_L1: 3.407 D_real: 0.083 D_fake: 0.034 +(epoch: 102, iters: 57184, time: 0.419, data: 0.017) G_GAN: 3.557 G_L1: 3.020 D_real: 0.047 D_fake: 0.134 +(epoch: 102, iters: 57284, time: 0.296, data: 0.018) G_GAN: 4.490 G_L1: 5.877 D_real: 0.046 D_fake: 0.095 +(epoch: 102, iters: 57384, time: 0.281, data: 0.018) G_GAN: 3.815 G_L1: 3.001 D_real: 0.005 D_fake: 0.128 +(epoch: 102, iters: 57484, time: 0.275, data: 0.017) G_GAN: 3.873 G_L1: 3.540 D_real: 0.000 D_fake: 0.054 +(epoch: 102, iters: 57584, time: 0.391, data: 0.016) G_GAN: 4.547 G_L1: 3.616 D_real: 0.030 D_fake: 0.145 +(epoch: 102, iters: 57684, time: 0.280, data: 0.018) G_GAN: 3.775 G_L1: 4.429 D_real: 0.085 D_fake: 0.135 +(epoch: 102, iters: 57784, time: 0.259, data: 0.018) G_GAN: 3.194 G_L1: 4.350 D_real: 0.073 D_fake: 0.199 +(epoch: 102, iters: 57884, time: 0.288, data: 0.016) G_GAN: 3.068 G_L1: 4.606 D_real: 0.030 D_fake: 0.141 +(epoch: 102, iters: 57984, time: 0.418, data: 0.019) G_GAN: 5.993 G_L1: 3.721 D_real: 0.108 D_fake: 0.014 +(epoch: 102, iters: 58084, time: 0.268, data: 0.019) G_GAN: 4.439 G_L1: 3.517 D_real: 0.023 D_fake: 0.050 +(epoch: 102, iters: 58184, time: 0.284, data: 0.015) G_GAN: 6.184 G_L1: 3.672 D_real: 0.028 D_fake: 0.011 +(epoch: 102, iters: 58284, time: 0.297, data: 0.019) G_GAN: 4.045 G_L1: 4.500 D_real: 0.976 D_fake: 0.014 +(epoch: 102, iters: 58384, time: 0.633, data: 0.021) G_GAN: 3.115 G_L1: 3.925 D_real: 0.002 D_fake: 0.522 +(epoch: 102, iters: 58484, time: 0.285, data: 0.019) G_GAN: 3.691 G_L1: 3.148 D_real: 0.183 D_fake: 0.067 +(epoch: 102, iters: 58584, time: 0.275, data: 0.017) G_GAN: 4.822 G_L1: 3.823 D_real: 0.090 D_fake: 0.085 +(epoch: 102, iters: 58684, time: 0.282, data: 0.017) G_GAN: 2.731 G_L1: 3.817 D_real: 0.141 D_fake: 0.194 +(epoch: 102, iters: 58784, time: 0.408, data: 0.015) G_GAN: 5.235 G_L1: 4.286 D_real: 0.252 D_fake: 0.036 +(epoch: 102, iters: 58884, time: 0.300, data: 0.018) G_GAN: 4.086 G_L1: 4.005 D_real: 0.034 D_fake: 0.108 +(epoch: 102, iters: 58984, time: 0.297, data: 0.021) G_GAN: 2.642 G_L1: 3.601 D_real: 0.169 D_fake: 0.247 +(epoch: 102, iters: 59084, time: 0.285, data: 0.018) G_GAN: 4.844 G_L1: 3.803 D_real: 0.042 D_fake: 0.019 +(epoch: 102, iters: 59184, time: 0.409, data: 0.017) G_GAN: 4.272 G_L1: 5.543 D_real: 0.073 D_fake: 0.120 +(epoch: 102, iters: 59284, time: 0.280, data: 0.018) G_GAN: 5.088 G_L1: 4.015 D_real: 0.002 D_fake: 0.066 +(epoch: 102, iters: 59384, time: 0.284, data: 0.017) G_GAN: 2.907 G_L1: 3.649 D_real: 0.157 D_fake: 0.138 +(epoch: 102, iters: 59484, time: 0.285, data: 0.017) G_GAN: 5.355 G_L1: 12.019 D_real: 0.003 D_fake: 0.027 +(epoch: 102, iters: 59584, time: 0.419, data: 0.018) G_GAN: 2.842 G_L1: 4.440 D_real: 0.039 D_fake: 0.165 +(epoch: 102, iters: 59684, time: 0.274, data: 0.020) G_GAN: 4.737 G_L1: 3.853 D_real: 0.027 D_fake: 0.035 +(epoch: 102, iters: 59784, time: 0.287, data: 0.017) G_GAN: 2.511 G_L1: 3.700 D_real: 0.052 D_fake: 0.442 +(epoch: 102, iters: 59884, time: 0.279, data: 0.016) G_GAN: 2.746 G_L1: 4.595 D_real: 0.001 D_fake: 0.297 +(epoch: 102, iters: 59984, time: 0.404, data: 0.017) G_GAN: 3.093 G_L1: 3.925 D_real: 0.014 D_fake: 0.163 +(epoch: 103, iters: 68, time: 0.287, data: 0.018) G_GAN: 3.245 G_L1: 3.585 D_real: 0.031 D_fake: 0.129 +(epoch: 103, iters: 168, time: 0.292, data: 0.019) G_GAN: 4.978 G_L1: 3.327 D_real: 0.300 D_fake: 0.022 +(epoch: 103, iters: 268, time: 0.291, data: 0.019) G_GAN: 3.887 G_L1: 4.043 D_real: 0.000 D_fake: 0.085 +(epoch: 103, iters: 368, time: 0.679, data: 0.020) G_GAN: 5.729 G_L1: 3.443 D_real: 0.347 D_fake: 0.015 +(epoch: 103, iters: 468, time: 0.291, data: 0.019) G_GAN: 3.142 G_L1: 3.094 D_real: 0.180 D_fake: 0.271 +(epoch: 103, iters: 568, time: 0.283, data: 0.021) G_GAN: 3.624 G_L1: 4.219 D_real: 0.173 D_fake: 0.098 +(epoch: 103, iters: 668, time: 0.279, data: 0.018) G_GAN: 4.187 G_L1: 4.398 D_real: 0.227 D_fake: 0.038 +(epoch: 103, iters: 768, time: 0.406, data: 0.020) G_GAN: 5.214 G_L1: 3.165 D_real: 0.101 D_fake: 0.132 +(epoch: 103, iters: 868, time: 0.288, data: 0.018) G_GAN: 5.905 G_L1: 4.570 D_real: 0.000 D_fake: 0.076 +(epoch: 103, iters: 968, time: 0.295, data: 0.019) G_GAN: 2.731 G_L1: 5.056 D_real: 0.013 D_fake: 0.222 +(epoch: 103, iters: 1068, time: 0.294, data: 0.019) G_GAN: 3.773 G_L1: 3.648 D_real: 0.183 D_fake: 0.064 +(epoch: 103, iters: 1168, time: 0.398, data: 0.020) G_GAN: 3.859 G_L1: 4.273 D_real: 0.261 D_fake: 0.194 +(epoch: 103, iters: 1268, time: 0.277, data: 0.018) G_GAN: 3.418 G_L1: 3.958 D_real: 0.021 D_fake: 0.283 +(epoch: 103, iters: 1368, time: 0.295, data: 0.018) G_GAN: 4.706 G_L1: 6.038 D_real: 0.012 D_fake: 0.032 +(epoch: 103, iters: 1468, time: 0.287, data: 0.018) G_GAN: 4.313 G_L1: 3.851 D_real: 0.008 D_fake: 0.130 +(epoch: 103, iters: 1568, time: 0.410, data: 0.017) G_GAN: 2.602 G_L1: 3.512 D_real: 0.013 D_fake: 0.222 +(epoch: 103, iters: 1668, time: 0.289, data: 0.019) G_GAN: 3.025 G_L1: 3.402 D_real: 0.091 D_fake: 0.138 +(epoch: 103, iters: 1768, time: 0.284, data: 0.018) G_GAN: 3.613 G_L1: 3.521 D_real: 0.047 D_fake: 0.261 +(epoch: 103, iters: 1868, time: 0.290, data: 0.019) G_GAN: 5.534 G_L1: 4.838 D_real: 0.313 D_fake: 0.041 +(epoch: 103, iters: 1968, time: 0.380, data: 0.019) G_GAN: 3.089 G_L1: 4.287 D_real: 0.004 D_fake: 0.098 +(epoch: 103, iters: 2068, time: 0.283, data: 0.018) G_GAN: 3.559 G_L1: 4.178 D_real: 0.002 D_fake: 0.098 +(epoch: 103, iters: 2168, time: 0.282, data: 0.017) G_GAN: 4.726 G_L1: 3.752 D_real: 0.136 D_fake: 0.063 +(epoch: 103, iters: 2268, time: 0.293, data: 0.017) G_GAN: 2.844 G_L1: 3.591 D_real: 0.086 D_fake: 0.162 +(epoch: 103, iters: 2368, time: 0.614, data: 0.020) G_GAN: 4.920 G_L1: 4.630 D_real: 0.000 D_fake: 0.050 +(epoch: 103, iters: 2468, time: 0.294, data: 0.018) G_GAN: 3.048 G_L1: 4.050 D_real: 0.054 D_fake: 0.228 +(epoch: 103, iters: 2568, time: 0.294, data: 0.020) G_GAN: 3.866 G_L1: 3.571 D_real: 0.040 D_fake: 0.080 +(epoch: 103, iters: 2668, time: 0.284, data: 0.019) G_GAN: 3.501 G_L1: 3.939 D_real: 0.026 D_fake: 0.101 +(epoch: 103, iters: 2768, time: 0.354, data: 0.017) G_GAN: 3.480 G_L1: 3.515 D_real: 0.326 D_fake: 0.074 +(epoch: 103, iters: 2868, time: 0.287, data: 0.018) G_GAN: 2.489 G_L1: 3.264 D_real: 0.432 D_fake: 0.205 +(epoch: 103, iters: 2968, time: 0.292, data: 0.022) G_GAN: 3.854 G_L1: 3.720 D_real: 0.012 D_fake: 0.067 +(epoch: 103, iters: 3068, time: 0.289, data: 0.020) G_GAN: 4.297 G_L1: 3.374 D_real: 0.000 D_fake: 0.063 +(epoch: 103, iters: 3168, time: 0.389, data: 0.019) G_GAN: 6.063 G_L1: 3.890 D_real: 0.087 D_fake: 0.071 +(epoch: 103, iters: 3268, time: 0.288, data: 0.035) G_GAN: 4.580 G_L1: 3.849 D_real: 0.012 D_fake: 0.040 +(epoch: 103, iters: 3368, time: 0.285, data: 0.019) G_GAN: 3.585 G_L1: 3.253 D_real: 0.281 D_fake: 0.075 +(epoch: 103, iters: 3468, time: 0.294, data: 0.019) G_GAN: 5.512 G_L1: 4.808 D_real: 0.057 D_fake: 0.055 +(epoch: 103, iters: 3568, time: 0.410, data: 0.019) G_GAN: 5.481 G_L1: 4.238 D_real: 0.007 D_fake: 0.283 +(epoch: 103, iters: 3668, time: 0.297, data: 0.019) G_GAN: 4.716 G_L1: 3.736 D_real: 0.195 D_fake: 0.032 +(epoch: 103, iters: 3768, time: 0.302, data: 0.019) G_GAN: 3.066 G_L1: 3.924 D_real: 0.056 D_fake: 0.135 +(epoch: 103, iters: 3868, time: 0.301, data: 0.021) G_GAN: 5.964 G_L1: 3.825 D_real: 0.046 D_fake: 0.041 +(epoch: 103, iters: 3968, time: 0.390, data: 0.022) G_GAN: 2.676 G_L1: 3.336 D_real: 0.021 D_fake: 0.210 +(epoch: 103, iters: 4068, time: 0.302, data: 0.020) G_GAN: 2.813 G_L1: 2.998 D_real: 0.013 D_fake: 0.370 +(epoch: 103, iters: 4168, time: 0.293, data: 0.020) G_GAN: 5.346 G_L1: 5.101 D_real: 0.045 D_fake: 0.039 +(epoch: 103, iters: 4268, time: 0.292, data: 0.019) G_GAN: 2.389 G_L1: 3.380 D_real: 0.071 D_fake: 0.301 +(epoch: 103, iters: 4368, time: 0.634, data: 0.019) G_GAN: 6.652 G_L1: 9.520 D_real: 0.086 D_fake: 0.009 +(epoch: 103, iters: 4468, time: 0.302, data: 0.018) G_GAN: 3.637 G_L1: 3.820 D_real: 0.073 D_fake: 0.321 +(epoch: 103, iters: 4568, time: 0.298, data: 0.019) G_GAN: 2.993 G_L1: 4.173 D_real: 0.058 D_fake: 0.175 +(epoch: 103, iters: 4668, time: 0.297, data: 0.019) G_GAN: 4.442 G_L1: 3.663 D_real: 0.093 D_fake: 0.069 +(epoch: 103, iters: 4768, time: 0.379, data: 0.020) G_GAN: 7.002 G_L1: 3.053 D_real: 0.042 D_fake: 0.034 +(epoch: 103, iters: 4868, time: 0.292, data: 0.019) G_GAN: 5.897 G_L1: 2.875 D_real: 0.006 D_fake: 0.008 +(epoch: 103, iters: 4968, time: 0.303, data: 0.019) G_GAN: 5.029 G_L1: 3.681 D_real: 0.026 D_fake: 0.029 +(epoch: 103, iters: 5068, time: 0.300, data: 0.020) G_GAN: 3.182 G_L1: 3.519 D_real: 0.024 D_fake: 0.220 +(epoch: 103, iters: 5168, time: 0.432, data: 0.019) G_GAN: 7.808 G_L1: 6.402 D_real: 0.035 D_fake: 0.008 +(epoch: 103, iters: 5268, time: 0.294, data: 0.020) G_GAN: 5.486 G_L1: 10.144 D_real: 0.100 D_fake: 0.071 +(epoch: 103, iters: 5368, time: 0.309, data: 0.019) G_GAN: 7.365 G_L1: 3.723 D_real: 0.007 D_fake: 0.003 +(epoch: 103, iters: 5468, time: 0.305, data: 0.021) G_GAN: 3.641 G_L1: 4.501 D_real: 0.087 D_fake: 0.077 +(epoch: 103, iters: 5568, time: 0.397, data: 0.019) G_GAN: 3.442 G_L1: 2.684 D_real: 0.086 D_fake: 0.104 +(epoch: 103, iters: 5668, time: 0.303, data: 0.019) G_GAN: 3.046 G_L1: 3.922 D_real: 0.306 D_fake: 0.115 +(epoch: 103, iters: 5768, time: 0.304, data: 0.020) G_GAN: 3.762 G_L1: 3.053 D_real: 0.022 D_fake: 0.076 +(epoch: 103, iters: 5868, time: 0.304, data: 0.019) G_GAN: 4.140 G_L1: 4.040 D_real: 0.093 D_fake: 0.059 +(epoch: 103, iters: 5968, time: 0.380, data: 0.019) G_GAN: 4.485 G_L1: 3.919 D_real: 0.237 D_fake: 0.069 +(epoch: 103, iters: 6068, time: 0.296, data: 0.018) G_GAN: 4.493 G_L1: 4.159 D_real: 0.211 D_fake: 0.109 +(epoch: 103, iters: 6168, time: 0.297, data: 0.018) G_GAN: 5.081 G_L1: 2.304 D_real: 0.101 D_fake: 0.049 +(epoch: 103, iters: 6268, time: 0.301, data: 0.018) G_GAN: 3.864 G_L1: 2.944 D_real: 0.012 D_fake: 0.170 +(epoch: 103, iters: 6368, time: 0.640, data: 0.019) G_GAN: 3.411 G_L1: 3.382 D_real: 0.135 D_fake: 0.100 +(epoch: 103, iters: 6468, time: 0.298, data: 0.017) G_GAN: 2.981 G_L1: 3.056 D_real: 0.214 D_fake: 0.226 +(epoch: 103, iters: 6568, time: 0.295, data: 0.019) G_GAN: 3.491 G_L1: 4.848 D_real: 0.078 D_fake: 0.156 +(epoch: 103, iters: 6668, time: 0.298, data: 0.020) G_GAN: 5.141 G_L1: 4.108 D_real: 0.063 D_fake: 0.045 +(epoch: 103, iters: 6768, time: 0.419, data: 0.018) G_GAN: 4.041 G_L1: 2.697 D_real: 0.001 D_fake: 0.093 +(epoch: 103, iters: 6868, time: 0.299, data: 0.019) G_GAN: 3.212 G_L1: 3.534 D_real: 0.153 D_fake: 0.232 +(epoch: 103, iters: 6968, time: 0.304, data: 0.018) G_GAN: 4.919 G_L1: 3.955 D_real: 0.174 D_fake: 0.058 +(epoch: 103, iters: 7068, time: 0.296, data: 0.019) G_GAN: 5.936 G_L1: 3.441 D_real: 0.005 D_fake: 0.011 +(epoch: 103, iters: 7168, time: 0.415, data: 0.018) G_GAN: 5.811 G_L1: 4.622 D_real: 0.021 D_fake: 0.029 +(epoch: 103, iters: 7268, time: 0.297, data: 0.020) G_GAN: 3.998 G_L1: 5.672 D_real: 0.009 D_fake: 0.146 +(epoch: 103, iters: 7368, time: 0.294, data: 0.019) G_GAN: 4.670 G_L1: 4.269 D_real: 0.052 D_fake: 0.090 +(epoch: 103, iters: 7468, time: 0.300, data: 0.019) G_GAN: 4.508 G_L1: 3.620 D_real: 0.016 D_fake: 0.053 +(epoch: 103, iters: 7568, time: 0.396, data: 0.018) G_GAN: 3.002 G_L1: 3.858 D_real: 0.070 D_fake: 0.207 +(epoch: 103, iters: 7668, time: 0.305, data: 0.023) G_GAN: 6.245 G_L1: 3.484 D_real: 0.163 D_fake: 0.012 +(epoch: 103, iters: 7768, time: 0.300, data: 0.022) G_GAN: 5.112 G_L1: 5.872 D_real: 0.092 D_fake: 0.073 +(epoch: 103, iters: 7868, time: 0.304, data: 0.018) G_GAN: 3.384 G_L1: 2.842 D_real: 0.237 D_fake: 0.080 +(epoch: 103, iters: 7968, time: 0.394, data: 0.019) G_GAN: 5.138 G_L1: 3.993 D_real: 0.255 D_fake: 0.029 +(epoch: 103, iters: 8068, time: 0.303, data: 0.019) G_GAN: 3.167 G_L1: 2.771 D_real: 0.153 D_fake: 0.246 +(epoch: 103, iters: 8168, time: 0.299, data: 0.018) G_GAN: 4.643 G_L1: 4.481 D_real: 0.014 D_fake: 0.063 +(epoch: 103, iters: 8268, time: 0.295, data: 0.019) G_GAN: 3.128 G_L1: 3.249 D_real: 0.042 D_fake: 0.305 +(epoch: 103, iters: 8368, time: 0.609, data: 0.019) G_GAN: 3.746 G_L1: 2.932 D_real: 0.163 D_fake: 0.119 +(epoch: 103, iters: 8468, time: 0.300, data: 0.020) G_GAN: 3.248 G_L1: 3.860 D_real: 0.135 D_fake: 0.110 +(epoch: 103, iters: 8568, time: 0.301, data: 0.019) G_GAN: 5.234 G_L1: 4.846 D_real: 0.002 D_fake: 0.127 +(epoch: 103, iters: 8668, time: 0.301, data: 0.019) G_GAN: 3.558 G_L1: 3.816 D_real: 0.082 D_fake: 0.100 +(epoch: 103, iters: 8768, time: 0.415, data: 0.018) G_GAN: 3.870 G_L1: 4.335 D_real: 0.156 D_fake: 0.062 +(epoch: 103, iters: 8868, time: 0.304, data: 0.018) G_GAN: 4.298 G_L1: 3.631 D_real: 0.070 D_fake: 0.039 +(epoch: 103, iters: 8968, time: 0.302, data: 0.018) G_GAN: 5.921 G_L1: 3.078 D_real: 0.022 D_fake: 0.022 +(epoch: 103, iters: 9068, time: 0.306, data: 0.018) G_GAN: 3.367 G_L1: 2.761 D_real: 0.239 D_fake: 0.358 +(epoch: 103, iters: 9168, time: 0.389, data: 0.018) G_GAN: 4.120 G_L1: 2.476 D_real: 0.064 D_fake: 0.045 +(epoch: 103, iters: 9268, time: 0.289, data: 0.019) G_GAN: 5.455 G_L1: 3.243 D_real: 0.004 D_fake: 0.220 +(epoch: 103, iters: 9368, time: 0.303, data: 0.018) G_GAN: 3.792 G_L1: 2.227 D_real: 0.176 D_fake: 0.086 +(epoch: 103, iters: 9468, time: 0.304, data: 0.021) G_GAN: 4.197 G_L1: 2.484 D_real: 0.053 D_fake: 0.227 +(epoch: 103, iters: 9568, time: 0.414, data: 0.021) G_GAN: 4.553 G_L1: 10.381 D_real: 0.003 D_fake: 0.038 +(epoch: 103, iters: 9668, time: 0.288, data: 0.022) G_GAN: 4.073 G_L1: 5.160 D_real: 0.035 D_fake: 0.099 +(epoch: 103, iters: 9768, time: 0.303, data: 0.018) G_GAN: 4.113 G_L1: 4.168 D_real: 0.018 D_fake: 0.051 +(epoch: 103, iters: 9868, time: 0.301, data: 0.021) G_GAN: 4.487 G_L1: 4.968 D_real: 0.091 D_fake: 0.182 +(epoch: 103, iters: 9968, time: 0.395, data: 0.019) G_GAN: 4.835 G_L1: 3.422 D_real: 0.400 D_fake: 0.028 +(epoch: 103, iters: 10068, time: 0.302, data: 0.018) G_GAN: 3.286 G_L1: 3.785 D_real: 0.117 D_fake: 0.146 +(epoch: 103, iters: 10168, time: 0.298, data: 0.021) G_GAN: 4.639 G_L1: 7.558 D_real: 0.033 D_fake: 0.086 +(epoch: 103, iters: 10268, time: 0.304, data: 0.021) G_GAN: 3.828 G_L1: 3.828 D_real: 0.126 D_fake: 0.089 +(epoch: 103, iters: 10368, time: 0.585, data: 0.021) G_GAN: 4.350 G_L1: 5.709 D_real: 0.570 D_fake: 0.224 +(epoch: 103, iters: 10468, time: 0.288, data: 0.020) G_GAN: 4.497 G_L1: 3.774 D_real: 0.048 D_fake: 0.066 +(epoch: 103, iters: 10568, time: 0.300, data: 0.019) G_GAN: 2.880 G_L1: 2.033 D_real: 0.064 D_fake: 0.134 +(epoch: 103, iters: 10668, time: 0.288, data: 0.022) G_GAN: 4.462 G_L1: 4.127 D_real: 0.407 D_fake: 0.091 +(epoch: 103, iters: 10768, time: 0.417, data: 0.019) G_GAN: 3.753 G_L1: 3.648 D_real: 0.224 D_fake: 0.090 +(epoch: 103, iters: 10868, time: 0.304, data: 0.020) G_GAN: 5.107 G_L1: 4.234 D_real: 0.140 D_fake: 0.032 +(epoch: 103, iters: 10968, time: 0.306, data: 0.019) G_GAN: 5.038 G_L1: 3.850 D_real: 0.074 D_fake: 0.032 +(epoch: 103, iters: 11068, time: 0.307, data: 0.019) G_GAN: 3.225 G_L1: 3.568 D_real: 0.023 D_fake: 0.176 +(epoch: 103, iters: 11168, time: 0.420, data: 0.019) G_GAN: 2.931 G_L1: 5.131 D_real: 0.843 D_fake: 0.041 +(epoch: 103, iters: 11268, time: 0.283, data: 0.020) G_GAN: 2.590 G_L1: 2.403 D_real: 0.177 D_fake: 0.192 +(epoch: 103, iters: 11368, time: 0.288, data: 0.018) G_GAN: 4.514 G_L1: 6.225 D_real: 0.007 D_fake: 0.055 +(epoch: 103, iters: 11468, time: 0.302, data: 0.019) G_GAN: 4.388 G_L1: 3.675 D_real: 0.070 D_fake: 0.082 +(epoch: 103, iters: 11568, time: 0.420, data: 0.019) G_GAN: 4.968 G_L1: 3.691 D_real: 0.805 D_fake: 0.068 +(epoch: 103, iters: 11668, time: 0.300, data: 0.022) G_GAN: 3.410 G_L1: 3.437 D_real: 0.242 D_fake: 0.088 +(epoch: 103, iters: 11768, time: 0.296, data: 0.020) G_GAN: 5.150 G_L1: 4.327 D_real: 0.000 D_fake: 0.033 +(epoch: 103, iters: 11868, time: 0.297, data: 0.019) G_GAN: 4.188 G_L1: 4.297 D_real: 0.086 D_fake: 0.061 +(epoch: 103, iters: 11968, time: 0.404, data: 0.018) G_GAN: 4.327 G_L1: 3.832 D_real: 0.043 D_fake: 0.066 +(epoch: 103, iters: 12068, time: 0.294, data: 0.019) G_GAN: 4.667 G_L1: 6.034 D_real: 0.092 D_fake: 0.056 +(epoch: 103, iters: 12168, time: 0.305, data: 0.019) G_GAN: 5.873 G_L1: 5.258 D_real: 0.035 D_fake: 0.026 +(epoch: 103, iters: 12268, time: 0.282, data: 0.020) G_GAN: 4.834 G_L1: 4.738 D_real: 0.072 D_fake: 0.039 +(epoch: 103, iters: 12368, time: 0.574, data: 0.019) G_GAN: 3.708 G_L1: 3.244 D_real: 0.156 D_fake: 0.179 +(epoch: 103, iters: 12468, time: 0.283, data: 0.019) G_GAN: 4.223 G_L1: 4.430 D_real: 0.117 D_fake: 0.035 +(epoch: 103, iters: 12568, time: 0.304, data: 0.016) G_GAN: 3.530 G_L1: 3.388 D_real: 0.035 D_fake: 0.213 +(epoch: 103, iters: 12668, time: 0.299, data: 0.020) G_GAN: 2.801 G_L1: 3.077 D_real: 0.297 D_fake: 0.274 +(epoch: 103, iters: 12768, time: 0.422, data: 0.021) G_GAN: 3.580 G_L1: 5.554 D_real: 0.003 D_fake: 0.102 +(epoch: 103, iters: 12868, time: 0.284, data: 0.020) G_GAN: 4.585 G_L1: 2.948 D_real: 0.366 D_fake: 0.069 +(epoch: 103, iters: 12968, time: 0.296, data: 0.020) G_GAN: 2.912 G_L1: 3.925 D_real: 0.058 D_fake: 0.248 +(epoch: 103, iters: 13068, time: 0.297, data: 0.020) G_GAN: 4.613 G_L1: 2.372 D_real: 0.253 D_fake: 0.165 +(epoch: 103, iters: 13168, time: 0.396, data: 0.019) G_GAN: 3.005 G_L1: 2.878 D_real: 0.041 D_fake: 0.185 +(epoch: 103, iters: 13268, time: 0.288, data: 0.018) G_GAN: 3.025 G_L1: 3.575 D_real: 0.327 D_fake: 0.551 +(epoch: 103, iters: 13368, time: 0.307, data: 0.019) G_GAN: 3.913 G_L1: 3.641 D_real: 0.089 D_fake: 0.111 +(epoch: 103, iters: 13468, time: 0.301, data: 0.019) G_GAN: 3.970 G_L1: 4.498 D_real: 0.068 D_fake: 0.136 +(epoch: 103, iters: 13568, time: 0.417, data: 0.021) G_GAN: 3.890 G_L1: 4.345 D_real: 0.072 D_fake: 0.048 +(epoch: 103, iters: 13668, time: 0.303, data: 0.022) G_GAN: 4.318 G_L1: 4.045 D_real: 0.161 D_fake: 0.069 +(epoch: 103, iters: 13768, time: 0.301, data: 0.020) G_GAN: 3.951 G_L1: 4.275 D_real: 0.236 D_fake: 0.076 +(epoch: 103, iters: 13868, time: 0.266, data: 0.018) G_GAN: 4.305 G_L1: 2.970 D_real: 0.104 D_fake: 0.125 +(epoch: 103, iters: 13968, time: 0.413, data: 0.016) G_GAN: 2.705 G_L1: 3.701 D_real: 0.002 D_fake: 0.565 +(epoch: 103, iters: 14068, time: 0.289, data: 0.018) G_GAN: 3.867 G_L1: 4.936 D_real: 0.180 D_fake: 0.188 +(epoch: 103, iters: 14168, time: 0.295, data: 0.018) G_GAN: 3.908 G_L1: 4.059 D_real: 0.011 D_fake: 0.063 +(epoch: 103, iters: 14268, time: 0.295, data: 0.017) G_GAN: 3.968 G_L1: 4.410 D_real: 0.292 D_fake: 0.044 +(epoch: 103, iters: 14368, time: 0.654, data: 0.018) G_GAN: 3.818 G_L1: 4.838 D_real: 0.052 D_fake: 0.210 +(epoch: 103, iters: 14468, time: 0.290, data: 0.019) G_GAN: 3.962 G_L1: 3.748 D_real: 0.286 D_fake: 0.054 +(epoch: 103, iters: 14568, time: 0.300, data: 0.018) G_GAN: 4.043 G_L1: 5.276 D_real: 0.115 D_fake: 0.099 +(epoch: 103, iters: 14668, time: 0.304, data: 0.022) G_GAN: 3.290 G_L1: 3.421 D_real: 0.120 D_fake: 0.169 +(epoch: 103, iters: 14768, time: 0.389, data: 0.020) G_GAN: 4.170 G_L1: 2.724 D_real: 0.106 D_fake: 0.058 +(epoch: 103, iters: 14868, time: 0.293, data: 0.018) G_GAN: 4.591 G_L1: 3.831 D_real: 0.003 D_fake: 0.043 +(epoch: 103, iters: 14968, time: 0.304, data: 0.017) G_GAN: 2.791 G_L1: 3.420 D_real: 0.121 D_fake: 0.201 +(epoch: 103, iters: 15068, time: 0.298, data: 0.019) G_GAN: 3.791 G_L1: 3.653 D_real: 0.072 D_fake: 0.081 +(epoch: 103, iters: 15168, time: 0.385, data: 0.018) G_GAN: 4.280 G_L1: 4.125 D_real: 0.044 D_fake: 0.053 +(epoch: 103, iters: 15268, time: 0.303, data: 0.017) G_GAN: 4.408 G_L1: 6.006 D_real: 0.007 D_fake: 0.144 +(epoch: 103, iters: 15368, time: 0.301, data: 0.018) G_GAN: 5.066 G_L1: 3.375 D_real: 0.019 D_fake: 0.033 +(epoch: 103, iters: 15468, time: 0.294, data: 0.020) G_GAN: 4.150 G_L1: 3.283 D_real: 0.501 D_fake: 0.034 +(epoch: 103, iters: 15568, time: 0.423, data: 0.018) G_GAN: 3.493 G_L1: 4.140 D_real: 0.053 D_fake: 0.153 +(epoch: 103, iters: 15668, time: 0.289, data: 0.019) G_GAN: 3.851 G_L1: 4.276 D_real: 0.175 D_fake: 0.067 +(epoch: 103, iters: 15768, time: 0.291, data: 0.017) G_GAN: 3.278 G_L1: 3.847 D_real: 0.001 D_fake: 0.143 +(epoch: 103, iters: 15868, time: 0.281, data: 0.020) G_GAN: 3.885 G_L1: 3.186 D_real: 0.488 D_fake: 0.035 +(epoch: 103, iters: 15968, time: 0.416, data: 0.016) G_GAN: 3.628 G_L1: 3.873 D_real: 0.155 D_fake: 0.079 +(epoch: 103, iters: 16068, time: 0.291, data: 0.017) G_GAN: 3.616 G_L1: 4.165 D_real: 0.009 D_fake: 0.123 +(epoch: 103, iters: 16168, time: 0.275, data: 0.018) G_GAN: 3.589 G_L1: 3.252 D_real: 0.073 D_fake: 0.140 +(epoch: 103, iters: 16268, time: 0.303, data: 0.016) G_GAN: 4.253 G_L1: 3.521 D_real: 0.369 D_fake: 0.026 +(epoch: 103, iters: 16368, time: 0.622, data: 0.019) G_GAN: 3.454 G_L1: 5.039 D_real: 0.495 D_fake: 0.091 +(epoch: 103, iters: 16468, time: 0.280, data: 0.018) G_GAN: 4.207 G_L1: 3.955 D_real: 0.040 D_fake: 0.085 +(epoch: 103, iters: 16568, time: 0.302, data: 0.017) G_GAN: 4.549 G_L1: 5.039 D_real: 0.039 D_fake: 0.077 +(epoch: 103, iters: 16668, time: 0.300, data: 0.019) G_GAN: 4.490 G_L1: 3.539 D_real: 0.094 D_fake: 0.030 +(epoch: 103, iters: 16768, time: 0.410, data: 0.019) G_GAN: 4.755 G_L1: 4.433 D_real: 0.023 D_fake: 0.091 +(epoch: 103, iters: 16868, time: 0.283, data: 0.017) G_GAN: 5.998 G_L1: 4.539 D_real: 0.206 D_fake: 0.020 +(epoch: 103, iters: 16968, time: 0.283, data: 0.018) G_GAN: 4.839 G_L1: 3.126 D_real: 0.017 D_fake: 0.054 +(epoch: 103, iters: 17068, time: 0.302, data: 0.017) G_GAN: 4.597 G_L1: 9.292 D_real: 0.049 D_fake: 0.043 +(epoch: 103, iters: 17168, time: 0.415, data: 0.020) G_GAN: 3.600 G_L1: 3.749 D_real: 0.002 D_fake: 0.079 +(epoch: 103, iters: 17268, time: 0.292, data: 0.019) G_GAN: 3.938 G_L1: 3.513 D_real: 0.011 D_fake: 0.073 +(epoch: 103, iters: 17368, time: 0.296, data: 0.018) G_GAN: 3.189 G_L1: 3.138 D_real: 0.090 D_fake: 0.104 +(epoch: 103, iters: 17468, time: 0.300, data: 0.017) G_GAN: 4.260 G_L1: 3.389 D_real: 0.293 D_fake: 0.059 +(epoch: 103, iters: 17568, time: 0.418, data: 0.020) G_GAN: 4.396 G_L1: 5.329 D_real: 0.192 D_fake: 0.107 +(epoch: 103, iters: 17668, time: 0.285, data: 0.021) G_GAN: 4.217 G_L1: 3.267 D_real: 0.063 D_fake: 0.057 +(epoch: 103, iters: 17768, time: 0.303, data: 0.017) G_GAN: 5.598 G_L1: 3.230 D_real: 0.006 D_fake: 0.011 +(epoch: 103, iters: 17868, time: 0.282, data: 0.025) G_GAN: 4.956 G_L1: 3.481 D_real: 0.024 D_fake: 0.016 +(epoch: 103, iters: 17968, time: 0.385, data: 0.019) G_GAN: 4.327 G_L1: 3.001 D_real: 0.052 D_fake: 0.200 +(epoch: 103, iters: 18068, time: 0.293, data: 0.019) G_GAN: 6.030 G_L1: 6.265 D_real: 0.003 D_fake: 0.013 +(epoch: 103, iters: 18168, time: 0.295, data: 0.020) G_GAN: 5.280 G_L1: 3.503 D_real: 0.009 D_fake: 0.018 +(epoch: 103, iters: 18268, time: 0.286, data: 0.018) G_GAN: 3.544 G_L1: 8.702 D_real: 0.811 D_fake: 0.146 +(epoch: 103, iters: 18368, time: 0.640, data: 0.017) G_GAN: 4.010 G_L1: 3.940 D_real: 0.000 D_fake: 0.080 +(epoch: 103, iters: 18468, time: 0.289, data: 0.019) G_GAN: 3.845 G_L1: 3.156 D_real: 0.209 D_fake: 0.087 +(epoch: 103, iters: 18568, time: 0.296, data: 0.020) G_GAN: 3.638 G_L1: 4.319 D_real: 0.152 D_fake: 0.228 +(epoch: 103, iters: 18668, time: 0.279, data: 0.018) G_GAN: 2.637 G_L1: 3.129 D_real: 0.423 D_fake: 0.156 +(epoch: 103, iters: 18768, time: 0.419, data: 0.016) G_GAN: 4.262 G_L1: 4.800 D_real: 0.001 D_fake: 0.139 +(epoch: 103, iters: 18868, time: 0.295, data: 0.021) G_GAN: 4.246 G_L1: 4.653 D_real: 0.614 D_fake: 0.914 +(epoch: 103, iters: 18968, time: 0.284, data: 0.019) G_GAN: 5.298 G_L1: 4.268 D_real: 0.042 D_fake: 0.033 +(epoch: 103, iters: 19068, time: 0.291, data: 0.028) G_GAN: 3.875 G_L1: 4.465 D_real: 0.007 D_fake: 0.101 +(epoch: 103, iters: 19168, time: 0.370, data: 0.021) G_GAN: 3.606 G_L1: 2.823 D_real: 0.073 D_fake: 0.174 +(epoch: 103, iters: 19268, time: 0.285, data: 0.017) G_GAN: 4.269 G_L1: 3.941 D_real: 0.087 D_fake: 0.037 +(epoch: 103, iters: 19368, time: 0.292, data: 0.015) G_GAN: 4.492 G_L1: 4.200 D_real: 0.007 D_fake: 0.124 +(epoch: 103, iters: 19468, time: 0.308, data: 0.018) G_GAN: 3.982 G_L1: 2.842 D_real: 0.116 D_fake: 0.078 +(epoch: 103, iters: 19568, time: 0.410, data: 0.021) G_GAN: 5.773 G_L1: 5.833 D_real: 0.014 D_fake: 0.022 +(epoch: 103, iters: 19668, time: 0.294, data: 0.019) G_GAN: 5.272 G_L1: 3.395 D_real: 0.166 D_fake: 0.037 +(epoch: 103, iters: 19768, time: 0.300, data: 0.018) G_GAN: 4.162 G_L1: 4.091 D_real: 0.131 D_fake: 0.050 +(epoch: 103, iters: 19868, time: 0.293, data: 0.020) G_GAN: 4.089 G_L1: 2.660 D_real: 0.027 D_fake: 0.054 +(epoch: 103, iters: 19968, time: 0.418, data: 0.019) G_GAN: 4.652 G_L1: 2.900 D_real: 0.121 D_fake: 0.059 +(epoch: 103, iters: 20068, time: 0.297, data: 0.018) G_GAN: 5.135 G_L1: 3.377 D_real: 0.281 D_fake: 0.022 +(epoch: 103, iters: 20168, time: 0.296, data: 0.018) G_GAN: 3.178 G_L1: 3.425 D_real: 0.277 D_fake: 0.173 +(epoch: 103, iters: 20268, time: 0.296, data: 0.018) G_GAN: 3.331 G_L1: 3.164 D_real: 0.340 D_fake: 0.080 +(epoch: 103, iters: 20368, time: 0.592, data: 0.018) G_GAN: 4.765 G_L1: 3.354 D_real: 0.016 D_fake: 0.024 +(epoch: 103, iters: 20468, time: 0.296, data: 0.014) G_GAN: 4.056 G_L1: 5.504 D_real: 0.002 D_fake: 0.090 +(epoch: 103, iters: 20568, time: 0.291, data: 0.020) G_GAN: 4.085 G_L1: 3.639 D_real: 0.194 D_fake: 0.048 +(epoch: 103, iters: 20668, time: 0.293, data: 0.018) G_GAN: 3.254 G_L1: 2.571 D_real: 0.143 D_fake: 0.133 +(epoch: 103, iters: 20768, time: 0.362, data: 0.018) G_GAN: 3.631 G_L1: 2.887 D_real: 0.054 D_fake: 0.067 +(epoch: 103, iters: 20868, time: 0.293, data: 0.016) G_GAN: 4.236 G_L1: 4.707 D_real: 0.009 D_fake: 0.049 +(epoch: 103, iters: 20968, time: 0.287, data: 0.019) G_GAN: 4.666 G_L1: 5.283 D_real: 0.049 D_fake: 0.035 +(epoch: 103, iters: 21068, time: 0.300, data: 0.016) G_GAN: 4.066 G_L1: 3.640 D_real: 0.047 D_fake: 0.088 +(epoch: 103, iters: 21168, time: 0.415, data: 0.021) G_GAN: 5.217 G_L1: 9.006 D_real: 0.020 D_fake: 0.019 +(epoch: 103, iters: 21268, time: 0.303, data: 0.020) G_GAN: 4.522 G_L1: 4.235 D_real: 0.015 D_fake: 0.072 +(epoch: 103, iters: 21368, time: 0.277, data: 0.021) G_GAN: 4.097 G_L1: 4.174 D_real: 0.081 D_fake: 0.115 +(epoch: 103, iters: 21468, time: 0.276, data: 0.025) G_GAN: 4.601 G_L1: 3.664 D_real: 0.153 D_fake: 0.113 +(epoch: 103, iters: 21568, time: 0.404, data: 0.017) G_GAN: 3.408 G_L1: 2.847 D_real: 0.066 D_fake: 0.100 +(epoch: 103, iters: 21668, time: 0.289, data: 0.017) G_GAN: 2.864 G_L1: 3.796 D_real: 0.048 D_fake: 0.267 +(epoch: 103, iters: 21768, time: 0.284, data: 0.018) G_GAN: 4.881 G_L1: 3.746 D_real: 0.008 D_fake: 0.063 +(epoch: 103, iters: 21868, time: 0.303, data: 0.017) G_GAN: 4.647 G_L1: 3.616 D_real: 0.013 D_fake: 0.080 +(epoch: 103, iters: 21968, time: 0.423, data: 0.020) G_GAN: 2.769 G_L1: 2.122 D_real: 0.271 D_fake: 0.192 +(epoch: 103, iters: 22068, time: 0.295, data: 0.019) G_GAN: 4.528 G_L1: 3.368 D_real: 0.030 D_fake: 0.040 +(epoch: 103, iters: 22168, time: 0.302, data: 0.019) G_GAN: 2.221 G_L1: 3.425 D_real: 0.031 D_fake: 0.578 +(epoch: 103, iters: 22268, time: 0.294, data: 0.021) G_GAN: 4.067 G_L1: 2.581 D_real: 0.277 D_fake: 0.032 +(epoch: 103, iters: 22368, time: 0.579, data: 0.018) G_GAN: 3.220 G_L1: 2.420 D_real: 0.427 D_fake: 0.235 +(epoch: 103, iters: 22468, time: 0.307, data: 0.019) G_GAN: 4.036 G_L1: 3.425 D_real: 0.175 D_fake: 0.037 +(epoch: 103, iters: 22568, time: 0.270, data: 0.018) G_GAN: 3.532 G_L1: 3.725 D_real: 0.032 D_fake: 0.264 +(epoch: 103, iters: 22668, time: 0.292, data: 0.017) G_GAN: 3.983 G_L1: 3.047 D_real: 0.006 D_fake: 0.116 +(epoch: 103, iters: 22768, time: 0.426, data: 0.018) G_GAN: 4.501 G_L1: 3.893 D_real: 0.090 D_fake: 0.030 +(epoch: 103, iters: 22868, time: 0.296, data: 0.020) G_GAN: 3.775 G_L1: 4.624 D_real: 0.348 D_fake: 0.087 +(epoch: 103, iters: 22968, time: 0.306, data: 0.018) G_GAN: 5.244 G_L1: 3.363 D_real: 0.258 D_fake: 0.015 +(epoch: 103, iters: 23068, time: 0.303, data: 0.020) G_GAN: 3.246 G_L1: 3.494 D_real: 0.014 D_fake: 0.314 +(epoch: 103, iters: 23168, time: 0.423, data: 0.019) G_GAN: 5.521 G_L1: 3.304 D_real: 0.063 D_fake: 0.090 +(epoch: 103, iters: 23268, time: 0.300, data: 0.018) G_GAN: 2.543 G_L1: 3.997 D_real: 0.091 D_fake: 0.451 +(epoch: 103, iters: 23368, time: 0.301, data: 0.018) G_GAN: 4.310 G_L1: 5.729 D_real: 0.002 D_fake: 0.143 +(epoch: 103, iters: 23468, time: 0.299, data: 0.020) G_GAN: 3.720 G_L1: 3.945 D_real: 0.107 D_fake: 0.137 +(epoch: 103, iters: 23568, time: 0.401, data: 0.018) G_GAN: 3.245 G_L1: 3.951 D_real: 0.053 D_fake: 0.178 +(epoch: 103, iters: 23668, time: 0.299, data: 0.019) G_GAN: 5.229 G_L1: 6.769 D_real: 0.003 D_fake: 0.270 +(epoch: 103, iters: 23768, time: 0.289, data: 0.019) G_GAN: 5.875 G_L1: 3.876 D_real: 0.085 D_fake: 0.013 +(epoch: 103, iters: 23868, time: 0.299, data: 0.018) G_GAN: 3.390 G_L1: 3.811 D_real: 0.109 D_fake: 0.085 +(epoch: 103, iters: 23968, time: 0.414, data: 0.019) G_GAN: 3.624 G_L1: 4.723 D_real: 0.026 D_fake: 0.132 +(epoch: 103, iters: 24068, time: 0.300, data: 0.019) G_GAN: 3.110 G_L1: 4.896 D_real: 0.091 D_fake: 0.197 +(epoch: 103, iters: 24168, time: 0.300, data: 0.018) G_GAN: 4.242 G_L1: 3.292 D_real: 0.076 D_fake: 0.049 +(epoch: 103, iters: 24268, time: 0.299, data: 0.019) G_GAN: 3.194 G_L1: 2.922 D_real: 0.561 D_fake: 0.059 +(epoch: 103, iters: 24368, time: 0.631, data: 0.018) G_GAN: 4.835 G_L1: 4.121 D_real: 0.074 D_fake: 0.030 +(epoch: 103, iters: 24468, time: 0.302, data: 0.019) G_GAN: 5.161 G_L1: 5.711 D_real: 0.000 D_fake: 0.030 +(epoch: 103, iters: 24568, time: 0.293, data: 0.018) G_GAN: 2.905 G_L1: 3.711 D_real: 0.069 D_fake: 0.216 +(epoch: 103, iters: 24668, time: 0.289, data: 0.018) G_GAN: 3.502 G_L1: 3.091 D_real: 0.112 D_fake: 0.108 +(epoch: 103, iters: 24768, time: 0.370, data: 0.016) G_GAN: 4.836 G_L1: 3.863 D_real: 0.346 D_fake: 0.022 +(epoch: 103, iters: 24868, time: 0.296, data: 0.019) G_GAN: 4.891 G_L1: 5.313 D_real: 0.016 D_fake: 0.072 +(epoch: 103, iters: 24968, time: 0.298, data: 0.019) G_GAN: 3.033 G_L1: 3.665 D_real: 0.020 D_fake: 0.175 +(epoch: 103, iters: 25068, time: 0.299, data: 0.020) G_GAN: 5.147 G_L1: 3.600 D_real: 0.003 D_fake: 0.082 +(epoch: 103, iters: 25168, time: 0.403, data: 0.019) G_GAN: 4.251 G_L1: 5.569 D_real: 0.052 D_fake: 0.034 +(epoch: 103, iters: 25268, time: 0.291, data: 0.017) G_GAN: 3.353 G_L1: 3.677 D_real: 0.008 D_fake: 0.309 +(epoch: 103, iters: 25368, time: 0.292, data: 0.018) G_GAN: 4.763 G_L1: 3.673 D_real: 0.030 D_fake: 0.049 +(epoch: 103, iters: 25468, time: 0.293, data: 0.018) G_GAN: 4.141 G_L1: 3.304 D_real: 0.064 D_fake: 0.075 +(epoch: 103, iters: 25568, time: 0.385, data: 0.018) G_GAN: 2.860 G_L1: 3.586 D_real: 0.295 D_fake: 0.352 +(epoch: 103, iters: 25668, time: 0.296, data: 0.017) G_GAN: 4.356 G_L1: 3.943 D_real: 0.163 D_fake: 0.095 +(epoch: 103, iters: 25768, time: 0.305, data: 0.018) G_GAN: 4.524 G_L1: 5.986 D_real: 0.074 D_fake: 0.037 +(epoch: 103, iters: 25868, time: 0.291, data: 0.017) G_GAN: 4.933 G_L1: 5.524 D_real: 0.113 D_fake: 0.085 +(epoch: 103, iters: 25968, time: 0.416, data: 0.018) G_GAN: 4.919 G_L1: 3.774 D_real: 0.025 D_fake: 0.052 +(epoch: 103, iters: 26068, time: 0.286, data: 0.018) G_GAN: 7.694 G_L1: 5.191 D_real: 0.022 D_fake: 0.003 +(epoch: 103, iters: 26168, time: 0.275, data: 0.015) G_GAN: 3.298 G_L1: 3.882 D_real: 0.141 D_fake: 0.132 +(epoch: 103, iters: 26268, time: 0.300, data: 0.016) G_GAN: 3.791 G_L1: 3.448 D_real: 0.064 D_fake: 0.098 +(epoch: 103, iters: 26368, time: 0.594, data: 0.018) G_GAN: 3.940 G_L1: 2.851 D_real: 0.227 D_fake: 0.057 +(epoch: 103, iters: 26468, time: 0.283, data: 0.022) G_GAN: 3.642 G_L1: 3.234 D_real: 0.128 D_fake: 0.111 +(epoch: 103, iters: 26568, time: 0.283, data: 0.017) G_GAN: 4.668 G_L1: 2.933 D_real: 0.156 D_fake: 0.032 +(epoch: 103, iters: 26668, time: 0.293, data: 0.016) G_GAN: 5.736 G_L1: 4.255 D_real: 0.012 D_fake: 0.044 +(epoch: 103, iters: 26768, time: 0.408, data: 0.018) G_GAN: 3.628 G_L1: 3.436 D_real: 0.000 D_fake: 0.158 +(epoch: 103, iters: 26868, time: 0.301, data: 0.019) G_GAN: 5.849 G_L1: 3.070 D_real: 0.058 D_fake: 0.539 +(epoch: 103, iters: 26968, time: 0.281, data: 0.021) G_GAN: 3.562 G_L1: 6.196 D_real: 0.255 D_fake: 0.101 +(epoch: 103, iters: 27068, time: 0.287, data: 0.017) G_GAN: 4.540 G_L1: 5.556 D_real: 0.011 D_fake: 0.048 +(epoch: 103, iters: 27168, time: 0.404, data: 0.018) G_GAN: 4.502 G_L1: 3.633 D_real: 0.027 D_fake: 0.175 +(epoch: 103, iters: 27268, time: 0.301, data: 0.018) G_GAN: 5.009 G_L1: 4.624 D_real: 0.010 D_fake: 0.116 +(epoch: 103, iters: 27368, time: 0.283, data: 0.018) G_GAN: 4.424 G_L1: 2.954 D_real: 0.041 D_fake: 0.045 +(epoch: 103, iters: 27468, time: 0.294, data: 0.017) G_GAN: 5.211 G_L1: 3.346 D_real: 0.009 D_fake: 0.023 +(epoch: 103, iters: 27568, time: 0.387, data: 0.020) G_GAN: 5.179 G_L1: 3.964 D_real: 0.002 D_fake: 0.021 +(epoch: 103, iters: 27668, time: 0.295, data: 0.018) G_GAN: 5.183 G_L1: 4.217 D_real: 0.016 D_fake: 0.025 +(epoch: 103, iters: 27768, time: 0.293, data: 0.018) G_GAN: 3.958 G_L1: 2.488 D_real: 0.032 D_fake: 0.070 +(epoch: 103, iters: 27868, time: 0.282, data: 0.018) G_GAN: 6.124 G_L1: 3.752 D_real: 0.017 D_fake: 0.024 +(epoch: 103, iters: 27968, time: 0.390, data: 0.017) G_GAN: 4.129 G_L1: 6.201 D_real: 0.049 D_fake: 0.053 +(epoch: 103, iters: 28068, time: 0.299, data: 0.015) G_GAN: 5.234 G_L1: 3.014 D_real: 0.160 D_fake: 0.020 +(epoch: 103, iters: 28168, time: 0.305, data: 0.017) G_GAN: 3.203 G_L1: 3.668 D_real: 0.125 D_fake: 0.123 +(epoch: 103, iters: 28268, time: 0.293, data: 0.019) G_GAN: 2.890 G_L1: 3.894 D_real: 0.049 D_fake: 0.203 +(epoch: 103, iters: 28368, time: 0.641, data: 0.018) G_GAN: 4.022 G_L1: 3.503 D_real: 0.173 D_fake: 0.029 +(epoch: 103, iters: 28468, time: 0.304, data: 0.019) G_GAN: 3.950 G_L1: 3.444 D_real: 0.059 D_fake: 0.069 +(epoch: 103, iters: 28568, time: 0.308, data: 0.020) G_GAN: 3.890 G_L1: 3.918 D_real: 0.002 D_fake: 0.087 +(epoch: 103, iters: 28668, time: 0.300, data: 0.018) G_GAN: 4.174 G_L1: 3.876 D_real: 0.021 D_fake: 0.534 +(epoch: 103, iters: 28768, time: 0.387, data: 0.018) G_GAN: 4.546 G_L1: 3.477 D_real: 0.339 D_fake: 0.098 +(epoch: 103, iters: 28868, time: 0.286, data: 0.017) G_GAN: 3.189 G_L1: 3.870 D_real: 0.025 D_fake: 0.302 +(epoch: 103, iters: 28968, time: 0.296, data: 0.018) G_GAN: 4.499 G_L1: 3.760 D_real: 0.237 D_fake: 0.045 +(epoch: 103, iters: 29068, time: 0.305, data: 0.021) G_GAN: 5.097 G_L1: 3.260 D_real: 0.093 D_fake: 0.278 +(epoch: 103, iters: 29168, time: 0.389, data: 0.020) G_GAN: 5.437 G_L1: 6.561 D_real: 0.040 D_fake: 0.252 +(epoch: 103, iters: 29268, time: 0.302, data: 0.019) G_GAN: 3.586 G_L1: 3.735 D_real: 0.604 D_fake: 0.059 +(epoch: 103, iters: 29368, time: 0.302, data: 0.022) G_GAN: 3.061 G_L1: 4.742 D_real: 0.107 D_fake: 0.384 +(epoch: 103, iters: 29468, time: 0.295, data: 0.019) G_GAN: 3.517 G_L1: 3.255 D_real: 0.521 D_fake: 0.137 +(epoch: 103, iters: 29568, time: 0.407, data: 0.019) G_GAN: 3.628 G_L1: 3.441 D_real: 0.002 D_fake: 0.151 +(epoch: 103, iters: 29668, time: 0.301, data: 0.019) G_GAN: 4.705 G_L1: 3.002 D_real: 0.195 D_fake: 0.071 +(epoch: 103, iters: 29768, time: 0.294, data: 0.022) G_GAN: 5.706 G_L1: 4.046 D_real: 0.000 D_fake: 0.033 +(epoch: 103, iters: 29868, time: 0.303, data: 0.018) G_GAN: 4.338 G_L1: 6.512 D_real: 0.026 D_fake: 0.074 +(epoch: 103, iters: 29968, time: 0.399, data: 0.019) G_GAN: 4.105 G_L1: 4.133 D_real: 0.033 D_fake: 0.095 +(epoch: 103, iters: 30068, time: 0.292, data: 0.017) G_GAN: 3.718 G_L1: 5.938 D_real: 0.120 D_fake: 0.042 +(epoch: 103, iters: 30168, time: 0.297, data: 0.017) G_GAN: 4.792 G_L1: 3.652 D_real: 0.071 D_fake: 0.029 +(epoch: 103, iters: 30268, time: 0.301, data: 0.020) G_GAN: 3.089 G_L1: 3.263 D_real: 0.056 D_fake: 0.151 +(epoch: 103, iters: 30368, time: 0.624, data: 0.021) G_GAN: 5.715 G_L1: 3.294 D_real: 0.002 D_fake: 0.014 +(epoch: 103, iters: 30468, time: 0.300, data: 0.019) G_GAN: 4.781 G_L1: 4.694 D_real: 0.018 D_fake: 0.051 +(epoch: 103, iters: 30568, time: 0.306, data: 0.019) G_GAN: 3.248 G_L1: 3.228 D_real: 0.006 D_fake: 0.113 +(epoch: 103, iters: 30668, time: 0.301, data: 0.022) G_GAN: 4.122 G_L1: 4.118 D_real: 0.091 D_fake: 0.108 +(epoch: 103, iters: 30768, time: 0.412, data: 0.020) G_GAN: 4.656 G_L1: 2.966 D_real: 0.548 D_fake: 0.024 +(epoch: 103, iters: 30868, time: 0.295, data: 0.021) G_GAN: 3.381 G_L1: 3.830 D_real: 0.086 D_fake: 0.129 +(epoch: 103, iters: 30968, time: 0.287, data: 0.019) G_GAN: 2.914 G_L1: 3.934 D_real: 0.273 D_fake: 0.223 +(epoch: 103, iters: 31068, time: 0.304, data: 0.018) G_GAN: 3.487 G_L1: 2.831 D_real: 0.064 D_fake: 0.142 +(epoch: 103, iters: 31168, time: 0.411, data: 0.020) G_GAN: 4.245 G_L1: 4.520 D_real: 0.015 D_fake: 0.236 +(epoch: 103, iters: 31268, time: 0.304, data: 0.017) G_GAN: 5.054 G_L1: 11.150 D_real: 0.300 D_fake: 0.021 +(epoch: 103, iters: 31368, time: 0.300, data: 0.019) G_GAN: 3.220 G_L1: 3.072 D_real: 0.112 D_fake: 0.110 +(epoch: 103, iters: 31468, time: 0.297, data: 0.018) G_GAN: 4.778 G_L1: 3.203 D_real: 0.045 D_fake: 0.044 +(epoch: 103, iters: 31568, time: 0.408, data: 0.019) G_GAN: 6.533 G_L1: 4.234 D_real: 0.028 D_fake: 0.167 +(epoch: 103, iters: 31668, time: 0.281, data: 0.018) G_GAN: 4.553 G_L1: 3.625 D_real: 0.123 D_fake: 0.053 +(epoch: 103, iters: 31768, time: 0.285, data: 0.019) G_GAN: 4.413 G_L1: 3.890 D_real: 0.196 D_fake: 0.087 +(epoch: 103, iters: 31868, time: 0.292, data: 0.018) G_GAN: 4.220 G_L1: 3.364 D_real: 0.013 D_fake: 0.042 +(epoch: 103, iters: 31968, time: 0.422, data: 0.018) G_GAN: 3.883 G_L1: 3.611 D_real: 0.025 D_fake: 0.142 +(epoch: 103, iters: 32068, time: 0.302, data: 0.019) G_GAN: 2.967 G_L1: 3.450 D_real: 0.068 D_fake: 0.111 +(epoch: 103, iters: 32168, time: 0.302, data: 0.019) G_GAN: 3.536 G_L1: 4.070 D_real: 0.219 D_fake: 0.102 +(epoch: 103, iters: 32268, time: 0.291, data: 0.019) G_GAN: 5.220 G_L1: 4.948 D_real: 0.015 D_fake: 0.036 +(epoch: 103, iters: 32368, time: 0.638, data: 0.021) G_GAN: 4.148 G_L1: 3.878 D_real: 0.063 D_fake: 0.094 +(epoch: 103, iters: 32468, time: 0.288, data: 0.018) G_GAN: 3.918 G_L1: 3.297 D_real: 0.012 D_fake: 0.098 +(epoch: 103, iters: 32568, time: 0.307, data: 0.018) G_GAN: 4.783 G_L1: 3.144 D_real: 0.243 D_fake: 0.108 +(epoch: 103, iters: 32668, time: 0.292, data: 0.020) G_GAN: 3.533 G_L1: 4.057 D_real: 0.045 D_fake: 0.260 +(epoch: 103, iters: 32768, time: 0.408, data: 0.018) G_GAN: 4.194 G_L1: 3.947 D_real: 0.151 D_fake: 0.292 +(epoch: 103, iters: 32868, time: 0.289, data: 0.018) G_GAN: 4.676 G_L1: 3.471 D_real: 0.090 D_fake: 0.030 +(epoch: 103, iters: 32968, time: 0.303, data: 0.017) G_GAN: 5.894 G_L1: 3.825 D_real: 0.124 D_fake: 0.038 +(epoch: 103, iters: 33068, time: 0.299, data: 0.019) G_GAN: 4.811 G_L1: 4.236 D_real: 0.004 D_fake: 0.033 +(epoch: 103, iters: 33168, time: 0.413, data: 0.019) G_GAN: 4.642 G_L1: 6.035 D_real: 0.004 D_fake: 0.059 +(epoch: 103, iters: 33268, time: 0.305, data: 0.020) G_GAN: 4.383 G_L1: 4.754 D_real: 0.185 D_fake: 0.073 +(epoch: 103, iters: 33368, time: 0.310, data: 0.021) G_GAN: 3.323 G_L1: 2.803 D_real: 0.055 D_fake: 0.198 +(epoch: 103, iters: 33468, time: 0.295, data: 0.019) G_GAN: 2.427 G_L1: 2.763 D_real: 0.144 D_fake: 0.278 +(epoch: 103, iters: 33568, time: 0.420, data: 0.018) G_GAN: 3.235 G_L1: 2.936 D_real: 0.263 D_fake: 0.092 +(epoch: 103, iters: 33668, time: 0.285, data: 0.020) G_GAN: 3.831 G_L1: 3.885 D_real: 0.169 D_fake: 0.103 +(epoch: 103, iters: 33768, time: 0.292, data: 0.015) G_GAN: 4.390 G_L1: 5.575 D_real: 0.030 D_fake: 0.038 +(epoch: 103, iters: 33868, time: 0.288, data: 0.021) G_GAN: 3.741 G_L1: 3.494 D_real: 0.098 D_fake: 0.316 +(epoch: 103, iters: 33968, time: 0.385, data: 0.019) G_GAN: 3.698 G_L1: 3.027 D_real: 0.126 D_fake: 0.123 +(epoch: 103, iters: 34068, time: 0.286, data: 0.015) G_GAN: 5.182 G_L1: 3.511 D_real: 0.009 D_fake: 0.018 +(epoch: 103, iters: 34168, time: 0.289, data: 0.017) G_GAN: 6.119 G_L1: 5.306 D_real: 0.009 D_fake: 0.016 +(epoch: 103, iters: 34268, time: 0.303, data: 0.017) G_GAN: 4.002 G_L1: 3.403 D_real: 0.009 D_fake: 0.075 +(epoch: 103, iters: 34368, time: 0.601, data: 0.021) G_GAN: 3.455 G_L1: 5.524 D_real: 0.074 D_fake: 0.326 +(epoch: 103, iters: 34468, time: 0.287, data: 0.018) G_GAN: 6.276 G_L1: 3.201 D_real: 0.003 D_fake: 0.008 +(epoch: 103, iters: 34568, time: 0.295, data: 0.021) G_GAN: 3.629 G_L1: 3.430 D_real: 0.016 D_fake: 0.100 +(epoch: 103, iters: 34668, time: 0.298, data: 0.018) G_GAN: 3.224 G_L1: 3.463 D_real: 0.027 D_fake: 0.193 +(epoch: 103, iters: 34768, time: 0.421, data: 0.019) G_GAN: 3.917 G_L1: 3.978 D_real: 0.156 D_fake: 0.220 +(epoch: 103, iters: 34868, time: 0.291, data: 0.018) G_GAN: 4.201 G_L1: 4.283 D_real: 0.229 D_fake: 0.075 +(epoch: 103, iters: 34968, time: 0.295, data: 0.019) G_GAN: 3.510 G_L1: 4.682 D_real: 0.012 D_fake: 0.107 +(epoch: 103, iters: 35068, time: 0.302, data: 0.020) G_GAN: 4.780 G_L1: 4.494 D_real: 0.007 D_fake: 0.033 +(epoch: 103, iters: 35168, time: 0.387, data: 0.019) G_GAN: 3.462 G_L1: 2.967 D_real: 0.000 D_fake: 0.126 +(epoch: 103, iters: 35268, time: 0.298, data: 0.021) G_GAN: 6.128 G_L1: 6.973 D_real: 0.149 D_fake: 0.026 +(epoch: 103, iters: 35368, time: 0.302, data: 0.020) G_GAN: 6.008 G_L1: 4.275 D_real: 0.134 D_fake: 0.015 +(epoch: 103, iters: 35468, time: 0.284, data: 0.019) G_GAN: 4.158 G_L1: 3.714 D_real: 0.202 D_fake: 0.097 +(epoch: 103, iters: 35568, time: 0.376, data: 0.016) G_GAN: 4.294 G_L1: 2.571 D_real: 0.018 D_fake: 0.068 +(epoch: 103, iters: 35668, time: 0.281, data: 0.017) G_GAN: 4.321 G_L1: 3.598 D_real: 0.036 D_fake: 0.048 +(epoch: 103, iters: 35768, time: 0.261, data: 0.016) G_GAN: 5.492 G_L1: 3.107 D_real: 0.047 D_fake: 0.029 +(epoch: 103, iters: 35868, time: 0.300, data: 0.015) G_GAN: 5.985 G_L1: 5.597 D_real: 0.091 D_fake: 0.012 +(epoch: 103, iters: 35968, time: 0.419, data: 0.020) G_GAN: 4.839 G_L1: 4.009 D_real: 0.004 D_fake: 0.043 +(epoch: 103, iters: 36068, time: 0.295, data: 0.020) G_GAN: 4.891 G_L1: 3.176 D_real: 0.012 D_fake: 0.043 +(epoch: 103, iters: 36168, time: 0.294, data: 0.019) G_GAN: 4.212 G_L1: 4.320 D_real: 0.007 D_fake: 0.101 +(epoch: 103, iters: 36268, time: 0.293, data: 0.026) G_GAN: 3.849 G_L1: 4.281 D_real: 0.083 D_fake: 0.078 +(epoch: 103, iters: 36368, time: 0.630, data: 0.019) G_GAN: 5.740 G_L1: 4.228 D_real: 0.001 D_fake: 0.107 +(epoch: 103, iters: 36468, time: 0.290, data: 0.020) G_GAN: 5.682 G_L1: 3.642 D_real: 0.221 D_fake: 0.009 +(epoch: 103, iters: 36568, time: 0.291, data: 0.016) G_GAN: 6.175 G_L1: 3.603 D_real: 0.003 D_fake: 0.031 +(epoch: 103, iters: 36668, time: 0.294, data: 0.018) G_GAN: 5.576 G_L1: 3.118 D_real: 0.057 D_fake: 0.013 +(epoch: 103, iters: 36768, time: 0.401, data: 0.017) G_GAN: 3.568 G_L1: 4.270 D_real: 0.001 D_fake: 0.094 +(epoch: 103, iters: 36868, time: 0.300, data: 0.018) G_GAN: 4.851 G_L1: 2.820 D_real: 0.021 D_fake: 0.022 +(epoch: 103, iters: 36968, time: 0.290, data: 0.019) G_GAN: 3.360 G_L1: 1.892 D_real: 0.104 D_fake: 0.249 +(epoch: 103, iters: 37068, time: 0.287, data: 0.017) G_GAN: 5.079 G_L1: 4.495 D_real: 0.141 D_fake: 0.027 +(epoch: 103, iters: 37168, time: 0.376, data: 0.018) G_GAN: 3.374 G_L1: 3.102 D_real: 0.069 D_fake: 0.160 +(epoch: 103, iters: 37268, time: 0.289, data: 0.017) G_GAN: 5.030 G_L1: 4.727 D_real: 0.012 D_fake: 0.025 +(epoch: 103, iters: 37368, time: 0.286, data: 0.017) G_GAN: 4.459 G_L1: 3.303 D_real: 0.018 D_fake: 0.122 +(epoch: 103, iters: 37468, time: 0.296, data: 0.018) G_GAN: 4.429 G_L1: 3.879 D_real: 0.120 D_fake: 0.056 +(epoch: 103, iters: 37568, time: 0.400, data: 0.017) G_GAN: 5.151 G_L1: 2.937 D_real: 0.009 D_fake: 0.028 +(epoch: 103, iters: 37668, time: 0.303, data: 0.020) G_GAN: 3.190 G_L1: 3.398 D_real: 0.234 D_fake: 0.104 +(epoch: 103, iters: 37768, time: 0.301, data: 0.018) G_GAN: 6.268 G_L1: 3.649 D_real: 0.036 D_fake: 0.030 +(epoch: 103, iters: 37868, time: 0.298, data: 0.026) G_GAN: 5.197 G_L1: 2.145 D_real: 0.001 D_fake: 0.025 +(epoch: 103, iters: 37968, time: 0.426, data: 0.019) G_GAN: 5.791 G_L1: 4.193 D_real: 0.050 D_fake: 0.015 +(epoch: 103, iters: 38068, time: 0.299, data: 0.018) G_GAN: 3.995 G_L1: 3.674 D_real: 0.119 D_fake: 0.080 +(epoch: 103, iters: 38168, time: 0.296, data: 0.019) G_GAN: 6.562 G_L1: 4.621 D_real: 0.052 D_fake: 0.015 +(epoch: 103, iters: 38268, time: 0.282, data: 0.016) G_GAN: 4.387 G_L1: 6.036 D_real: 0.023 D_fake: 0.058 +(epoch: 103, iters: 38368, time: 0.660, data: 0.016) G_GAN: 3.784 G_L1: 5.647 D_real: 0.219 D_fake: 0.298 +(epoch: 103, iters: 38468, time: 0.291, data: 0.019) G_GAN: 5.420 G_L1: 2.908 D_real: 0.094 D_fake: 0.025 +(epoch: 103, iters: 38568, time: 0.302, data: 0.019) G_GAN: 4.152 G_L1: 3.908 D_real: 0.026 D_fake: 0.198 +(epoch: 103, iters: 38668, time: 0.299, data: 0.021) G_GAN: 5.349 G_L1: 4.506 D_real: 0.101 D_fake: 0.027 +(epoch: 103, iters: 38768, time: 0.419, data: 0.019) G_GAN: 6.836 G_L1: 6.308 D_real: 0.003 D_fake: 0.004 +(epoch: 103, iters: 38868, time: 0.300, data: 0.019) G_GAN: 4.919 G_L1: 3.760 D_real: 0.271 D_fake: 0.019 +(epoch: 103, iters: 38968, time: 0.296, data: 0.019) G_GAN: 4.195 G_L1: 3.668 D_real: 0.029 D_fake: 0.117 +(epoch: 103, iters: 39068, time: 0.294, data: 0.018) G_GAN: 4.548 G_L1: 3.375 D_real: 0.002 D_fake: 0.063 +(epoch: 103, iters: 39168, time: 0.380, data: 0.019) G_GAN: 3.093 G_L1: 3.089 D_real: 0.096 D_fake: 0.154 +(epoch: 103, iters: 39268, time: 0.296, data: 0.022) G_GAN: 4.067 G_L1: 3.874 D_real: 0.278 D_fake: 0.060 +(epoch: 103, iters: 39368, time: 0.302, data: 0.021) G_GAN: 4.356 G_L1: 6.706 D_real: 0.053 D_fake: 0.059 +(epoch: 103, iters: 39468, time: 0.300, data: 0.019) G_GAN: 4.214 G_L1: 5.252 D_real: 0.490 D_fake: 0.026 +(epoch: 103, iters: 39568, time: 0.401, data: 0.019) G_GAN: 6.009 G_L1: 4.395 D_real: 0.035 D_fake: 0.020 +(epoch: 103, iters: 39668, time: 0.297, data: 0.018) G_GAN: 5.962 G_L1: 4.657 D_real: 0.096 D_fake: 0.068 +(epoch: 103, iters: 39768, time: 0.295, data: 0.020) G_GAN: 5.426 G_L1: 3.599 D_real: 0.122 D_fake: 0.081 +(epoch: 103, iters: 39868, time: 0.298, data: 0.020) G_GAN: 4.745 G_L1: 3.938 D_real: 0.040 D_fake: 0.022 +(epoch: 103, iters: 39968, time: 0.423, data: 0.019) G_GAN: 4.191 G_L1: 3.209 D_real: 0.009 D_fake: 0.060 +(epoch: 103, iters: 40068, time: 0.291, data: 0.019) G_GAN: 4.065 G_L1: 3.592 D_real: 0.057 D_fake: 0.122 +(epoch: 103, iters: 40168, time: 0.291, data: 0.018) G_GAN: 3.146 G_L1: 5.003 D_real: 0.115 D_fake: 0.371 +(epoch: 103, iters: 40268, time: 0.298, data: 0.018) G_GAN: 4.707 G_L1: 3.962 D_real: 0.178 D_fake: 0.078 +(epoch: 103, iters: 40368, time: 0.614, data: 0.019) G_GAN: 5.201 G_L1: 5.954 D_real: 0.052 D_fake: 0.137 +(epoch: 103, iters: 40468, time: 0.293, data: 0.019) G_GAN: 4.371 G_L1: 6.409 D_real: 0.136 D_fake: 0.100 +(epoch: 103, iters: 40568, time: 0.300, data: 0.017) G_GAN: 3.781 G_L1: 3.560 D_real: 0.033 D_fake: 0.214 +(epoch: 103, iters: 40668, time: 0.302, data: 0.019) G_GAN: 3.824 G_L1: 2.251 D_real: 0.055 D_fake: 0.091 +(epoch: 103, iters: 40768, time: 0.409, data: 0.019) G_GAN: 5.147 G_L1: 3.826 D_real: 0.035 D_fake: 0.122 +(epoch: 103, iters: 40868, time: 0.298, data: 0.017) G_GAN: 3.902 G_L1: 3.943 D_real: 0.071 D_fake: 0.103 +(epoch: 103, iters: 40968, time: 0.282, data: 0.019) G_GAN: 4.754 G_L1: 3.570 D_real: 0.011 D_fake: 0.069 +(epoch: 103, iters: 41068, time: 0.298, data: 0.019) G_GAN: 3.964 G_L1: 4.636 D_real: 0.111 D_fake: 0.123 +(epoch: 103, iters: 41168, time: 0.385, data: 0.019) G_GAN: 5.240 G_L1: 5.155 D_real: 0.076 D_fake: 0.132 +(epoch: 103, iters: 41268, time: 0.286, data: 0.020) G_GAN: 4.971 G_L1: 4.582 D_real: 0.009 D_fake: 0.018 +(epoch: 103, iters: 41368, time: 0.300, data: 0.018) G_GAN: 6.255 G_L1: 3.883 D_real: 0.007 D_fake: 0.010 +(epoch: 103, iters: 41468, time: 0.297, data: 0.019) G_GAN: 3.888 G_L1: 4.555 D_real: 0.162 D_fake: 0.080 +(epoch: 103, iters: 41568, time: 0.415, data: 0.019) G_GAN: 5.335 G_L1: 4.286 D_real: 0.033 D_fake: 0.023 +(epoch: 103, iters: 41668, time: 0.299, data: 0.021) G_GAN: 2.948 G_L1: 3.386 D_real: 0.002 D_fake: 0.628 +(epoch: 103, iters: 41768, time: 0.302, data: 0.019) G_GAN: 3.408 G_L1: 4.486 D_real: 0.090 D_fake: 0.350 +(epoch: 103, iters: 41868, time: 0.300, data: 0.019) G_GAN: 2.889 G_L1: 4.355 D_real: 0.124 D_fake: 0.254 +(epoch: 103, iters: 41968, time: 0.384, data: 0.023) G_GAN: 3.113 G_L1: 3.461 D_real: 0.172 D_fake: 0.103 +(epoch: 103, iters: 42068, time: 0.296, data: 0.019) G_GAN: 3.573 G_L1: 3.876 D_real: 0.076 D_fake: 0.142 +(epoch: 103, iters: 42168, time: 0.299, data: 0.019) G_GAN: 2.938 G_L1: 3.359 D_real: 0.144 D_fake: 0.189 +(epoch: 103, iters: 42268, time: 0.295, data: 0.020) G_GAN: 3.093 G_L1: 3.643 D_real: 0.114 D_fake: 0.169 +(epoch: 103, iters: 42368, time: 0.632, data: 0.017) G_GAN: 3.837 G_L1: 3.189 D_real: 0.051 D_fake: 0.067 +(epoch: 103, iters: 42468, time: 0.299, data: 0.018) G_GAN: 3.786 G_L1: 3.993 D_real: 0.072 D_fake: 0.091 +(epoch: 103, iters: 42568, time: 0.299, data: 0.022) G_GAN: 5.021 G_L1: 8.072 D_real: 0.012 D_fake: 0.126 +(epoch: 103, iters: 42668, time: 0.300, data: 0.019) G_GAN: 4.469 G_L1: 2.629 D_real: 0.002 D_fake: 0.030 +(epoch: 103, iters: 42768, time: 0.407, data: 0.021) G_GAN: 5.975 G_L1: 2.948 D_real: 0.094 D_fake: 0.033 +(epoch: 103, iters: 42868, time: 0.297, data: 0.019) G_GAN: 4.884 G_L1: 3.641 D_real: 0.010 D_fake: 0.051 +(epoch: 103, iters: 42968, time: 0.299, data: 0.019) G_GAN: 3.923 G_L1: 2.457 D_real: 0.017 D_fake: 0.221 +(epoch: 103, iters: 43068, time: 0.301, data: 0.020) G_GAN: 3.550 G_L1: 4.229 D_real: 0.052 D_fake: 0.234 +(epoch: 103, iters: 43168, time: 0.396, data: 0.018) G_GAN: 3.323 G_L1: 2.889 D_real: 0.063 D_fake: 0.136 +(epoch: 103, iters: 43268, time: 0.299, data: 0.020) G_GAN: 3.717 G_L1: 2.495 D_real: 0.011 D_fake: 0.166 +(epoch: 103, iters: 43368, time: 0.297, data: 0.019) G_GAN: 3.097 G_L1: 3.987 D_real: 0.009 D_fake: 0.629 +(epoch: 103, iters: 43468, time: 0.295, data: 0.019) G_GAN: 3.222 G_L1: 3.694 D_real: 0.372 D_fake: 0.058 +(epoch: 103, iters: 43568, time: 0.398, data: 0.019) G_GAN: 4.244 G_L1: 3.871 D_real: 0.002 D_fake: 0.057 +(epoch: 103, iters: 43668, time: 0.301, data: 0.019) G_GAN: 3.785 G_L1: 3.797 D_real: 0.211 D_fake: 0.126 +(epoch: 103, iters: 43768, time: 0.302, data: 0.019) G_GAN: 3.786 G_L1: 3.932 D_real: 0.070 D_fake: 0.059 +(epoch: 103, iters: 43868, time: 0.296, data: 0.018) G_GAN: 3.215 G_L1: 3.331 D_real: 0.016 D_fake: 0.235 +(epoch: 103, iters: 43968, time: 0.421, data: 0.018) G_GAN: 3.360 G_L1: 4.364 D_real: 0.117 D_fake: 0.149 +(epoch: 103, iters: 44068, time: 0.292, data: 0.018) G_GAN: 3.210 G_L1: 4.236 D_real: 0.058 D_fake: 0.315 +(epoch: 103, iters: 44168, time: 0.295, data: 0.020) G_GAN: 4.782 G_L1: 3.517 D_real: 0.003 D_fake: 0.021 +(epoch: 103, iters: 44268, time: 0.294, data: 0.019) G_GAN: 3.777 G_L1: 4.622 D_real: 0.335 D_fake: 0.042 +(epoch: 103, iters: 44368, time: 0.654, data: 0.019) G_GAN: 3.406 G_L1: 2.996 D_real: 0.008 D_fake: 0.334 +(epoch: 103, iters: 44468, time: 0.300, data: 0.018) G_GAN: 4.664 G_L1: 3.254 D_real: 0.092 D_fake: 0.078 +(epoch: 103, iters: 44568, time: 0.306, data: 0.033) G_GAN: 3.515 G_L1: 4.666 D_real: 0.330 D_fake: 0.096 +(epoch: 103, iters: 44668, time: 0.302, data: 0.020) G_GAN: 5.503 G_L1: 3.883 D_real: 0.043 D_fake: 0.027 +(epoch: 103, iters: 44768, time: 0.416, data: 0.020) G_GAN: 4.494 G_L1: 4.116 D_real: 0.001 D_fake: 0.058 +(epoch: 103, iters: 44868, time: 0.282, data: 0.018) G_GAN: 3.903 G_L1: 8.160 D_real: 0.162 D_fake: 0.070 +(epoch: 103, iters: 44968, time: 0.305, data: 0.016) G_GAN: 3.964 G_L1: 3.191 D_real: 0.095 D_fake: 0.065 +(epoch: 103, iters: 45068, time: 0.303, data: 0.021) G_GAN: 4.383 G_L1: 3.541 D_real: 0.172 D_fake: 0.029 +(epoch: 103, iters: 45168, time: 0.425, data: 0.019) G_GAN: 4.721 G_L1: 4.926 D_real: 0.007 D_fake: 0.078 +(epoch: 103, iters: 45268, time: 0.297, data: 0.020) G_GAN: 3.330 G_L1: 2.933 D_real: 0.076 D_fake: 0.135 +(epoch: 103, iters: 45368, time: 0.288, data: 0.018) G_GAN: 3.403 G_L1: 2.968 D_real: 0.510 D_fake: 0.059 +(epoch: 103, iters: 45468, time: 0.307, data: 0.022) G_GAN: 3.550 G_L1: 2.904 D_real: 0.010 D_fake: 0.094 +(epoch: 103, iters: 45568, time: 0.384, data: 0.021) G_GAN: 4.089 G_L1: 3.640 D_real: 0.017 D_fake: 0.078 +(epoch: 103, iters: 45668, time: 0.301, data: 0.022) G_GAN: 4.659 G_L1: 4.296 D_real: 0.042 D_fake: 0.025 +(epoch: 103, iters: 45768, time: 0.296, data: 0.019) G_GAN: 4.286 G_L1: 3.276 D_real: 0.177 D_fake: 0.045 +(epoch: 103, iters: 45868, time: 0.291, data: 0.021) G_GAN: 3.438 G_L1: 2.681 D_real: 0.007 D_fake: 0.123 +(epoch: 103, iters: 45968, time: 0.399, data: 0.019) G_GAN: 3.543 G_L1: 3.314 D_real: 0.014 D_fake: 0.193 +(epoch: 103, iters: 46068, time: 0.295, data: 0.018) G_GAN: 3.897 G_L1: 2.388 D_real: 0.102 D_fake: 0.046 +(epoch: 103, iters: 46168, time: 0.299, data: 0.021) G_GAN: 3.750 G_L1: 4.621 D_real: 0.007 D_fake: 0.220 +(epoch: 103, iters: 46268, time: 0.302, data: 0.019) G_GAN: 4.637 G_L1: 3.385 D_real: 0.000 D_fake: 0.068 +(epoch: 103, iters: 46368, time: 0.644, data: 0.020) G_GAN: 4.707 G_L1: 3.918 D_real: 0.173 D_fake: 0.020 +(epoch: 103, iters: 46468, time: 0.303, data: 0.019) G_GAN: 3.780 G_L1: 4.704 D_real: 0.077 D_fake: 0.057 +(epoch: 103, iters: 46568, time: 0.301, data: 0.020) G_GAN: 6.057 G_L1: 3.110 D_real: 0.528 D_fake: 0.011 +(epoch: 103, iters: 46668, time: 0.300, data: 0.020) G_GAN: 5.040 G_L1: 3.612 D_real: 0.026 D_fake: 0.054 +(epoch: 103, iters: 46768, time: 0.396, data: 0.019) G_GAN: 3.317 G_L1: 2.804 D_real: 0.211 D_fake: 0.114 +(epoch: 103, iters: 46868, time: 0.293, data: 0.022) G_GAN: 5.060 G_L1: 7.078 D_real: 0.010 D_fake: 0.035 +(epoch: 103, iters: 46968, time: 0.295, data: 0.023) G_GAN: 3.605 G_L1: 3.546 D_real: 0.214 D_fake: 0.237 +(epoch: 103, iters: 47068, time: 0.293, data: 0.020) G_GAN: 4.075 G_L1: 3.890 D_real: 0.025 D_fake: 0.179 +(epoch: 103, iters: 47168, time: 0.405, data: 0.019) G_GAN: 2.964 G_L1: 3.478 D_real: 0.223 D_fake: 0.337 +(epoch: 103, iters: 47268, time: 0.293, data: 0.018) G_GAN: 4.612 G_L1: 2.875 D_real: 0.129 D_fake: 0.029 +(epoch: 103, iters: 47368, time: 0.287, data: 0.018) G_GAN: 3.121 G_L1: 3.821 D_real: 0.326 D_fake: 0.128 +(epoch: 103, iters: 47468, time: 0.302, data: 0.018) G_GAN: 3.426 G_L1: 3.061 D_real: 0.049 D_fake: 0.291 +(epoch: 103, iters: 47568, time: 0.419, data: 0.033) G_GAN: 5.084 G_L1: 6.688 D_real: 0.154 D_fake: 0.028 +(epoch: 103, iters: 47668, time: 0.305, data: 0.018) G_GAN: 3.284 G_L1: 3.933 D_real: 0.061 D_fake: 0.271 +(epoch: 103, iters: 47768, time: 0.305, data: 0.020) G_GAN: 4.351 G_L1: 3.036 D_real: 0.037 D_fake: 0.081 +(epoch: 103, iters: 47868, time: 0.302, data: 0.019) G_GAN: 4.677 G_L1: 3.645 D_real: 0.214 D_fake: 0.024 +(epoch: 103, iters: 47968, time: 0.431, data: 0.022) G_GAN: 4.018 G_L1: 4.883 D_real: 0.074 D_fake: 0.126 +(epoch: 103, iters: 48068, time: 0.305, data: 0.021) G_GAN: 4.388 G_L1: 4.338 D_real: 0.224 D_fake: 0.104 +(epoch: 103, iters: 48168, time: 0.300, data: 0.019) G_GAN: 4.089 G_L1: 3.619 D_real: 0.000 D_fake: 0.099 +(epoch: 103, iters: 48268, time: 0.299, data: 0.018) G_GAN: 3.752 G_L1: 2.481 D_real: 0.045 D_fake: 0.177 +(epoch: 103, iters: 48368, time: 0.630, data: 0.021) G_GAN: 2.338 G_L1: 2.786 D_real: 0.185 D_fake: 0.234 +(epoch: 103, iters: 48468, time: 0.295, data: 0.020) G_GAN: 3.871 G_L1: 4.010 D_real: 0.059 D_fake: 0.103 +(epoch: 103, iters: 48568, time: 0.284, data: 0.019) G_GAN: 4.415 G_L1: 3.830 D_real: 0.007 D_fake: 0.057 +(epoch: 103, iters: 48668, time: 0.293, data: 0.019) G_GAN: 4.235 G_L1: 3.118 D_real: 0.018 D_fake: 0.123 +(epoch: 103, iters: 48768, time: 0.417, data: 0.027) G_GAN: 5.918 G_L1: 3.482 D_real: 0.072 D_fake: 0.068 +(epoch: 103, iters: 48868, time: 0.287, data: 0.018) G_GAN: 4.256 G_L1: 2.735 D_real: 0.016 D_fake: 0.076 +(epoch: 103, iters: 48968, time: 0.289, data: 0.018) G_GAN: 2.374 G_L1: 1.770 D_real: 0.327 D_fake: 0.257 +(epoch: 103, iters: 49068, time: 0.276, data: 0.017) G_GAN: 4.335 G_L1: 4.007 D_real: 0.435 D_fake: 0.044 +(epoch: 103, iters: 49168, time: 0.381, data: 0.016) G_GAN: 3.073 G_L1: 4.099 D_real: 0.057 D_fake: 0.218 +(epoch: 103, iters: 49268, time: 0.248, data: 0.016) G_GAN: 3.748 G_L1: 2.988 D_real: 0.415 D_fake: 0.028 +(epoch: 103, iters: 49368, time: 0.272, data: 0.014) G_GAN: 4.168 G_L1: 4.820 D_real: 0.084 D_fake: 0.104 +(epoch: 103, iters: 49468, time: 0.283, data: 0.018) G_GAN: 4.121 G_L1: 3.608 D_real: 0.000 D_fake: 0.101 +(epoch: 103, iters: 49568, time: 0.395, data: 0.018) G_GAN: 3.685 G_L1: 3.021 D_real: 0.479 D_fake: 0.032 +(epoch: 103, iters: 49668, time: 0.297, data: 0.017) G_GAN: 4.636 G_L1: 4.898 D_real: 0.078 D_fake: 0.030 +(epoch: 103, iters: 49768, time: 0.295, data: 0.017) G_GAN: 4.741 G_L1: 4.064 D_real: 0.001 D_fake: 0.034 +(epoch: 103, iters: 49868, time: 0.287, data: 0.017) G_GAN: 4.724 G_L1: 4.217 D_real: 0.001 D_fake: 0.080 +(epoch: 103, iters: 49968, time: 0.382, data: 0.017) G_GAN: 4.640 G_L1: 3.424 D_real: 0.116 D_fake: 0.087 +(epoch: 103, iters: 50068, time: 0.281, data: 0.015) G_GAN: 4.623 G_L1: 3.509 D_real: 0.040 D_fake: 0.114 +(epoch: 103, iters: 50168, time: 0.285, data: 0.017) G_GAN: 4.454 G_L1: 5.971 D_real: 0.147 D_fake: 0.048 +(epoch: 103, iters: 50268, time: 0.287, data: 0.017) G_GAN: 3.801 G_L1: 4.302 D_real: 0.019 D_fake: 0.100 +(epoch: 103, iters: 50368, time: 0.618, data: 0.017) G_GAN: 4.321 G_L1: 3.144 D_real: 0.130 D_fake: 0.126 +(epoch: 103, iters: 50468, time: 0.286, data: 0.018) G_GAN: 4.883 G_L1: 3.142 D_real: 0.059 D_fake: 0.048 +(epoch: 103, iters: 50568, time: 0.289, data: 0.016) G_GAN: 4.550 G_L1: 3.275 D_real: 0.002 D_fake: 0.033 +(epoch: 103, iters: 50668, time: 0.292, data: 0.016) G_GAN: 3.791 G_L1: 3.817 D_real: 0.014 D_fake: 0.352 +(epoch: 103, iters: 50768, time: 0.403, data: 0.017) G_GAN: 4.030 G_L1: 3.733 D_real: 0.068 D_fake: 0.115 +(epoch: 103, iters: 50868, time: 0.285, data: 0.017) G_GAN: 3.021 G_L1: 3.549 D_real: 0.120 D_fake: 0.169 +(epoch: 103, iters: 50968, time: 0.290, data: 0.016) G_GAN: 4.451 G_L1: 4.330 D_real: 0.133 D_fake: 0.079 +(epoch: 103, iters: 51068, time: 0.279, data: 0.017) G_GAN: 4.846 G_L1: 3.915 D_real: 0.004 D_fake: 0.031 +(epoch: 103, iters: 51168, time: 0.409, data: 0.016) G_GAN: 3.744 G_L1: 6.191 D_real: 0.024 D_fake: 0.122 +(epoch: 103, iters: 51268, time: 0.278, data: 0.017) G_GAN: 5.117 G_L1: 3.987 D_real: 0.021 D_fake: 0.047 +(epoch: 103, iters: 51368, time: 0.275, data: 0.016) G_GAN: 4.394 G_L1: 3.135 D_real: 0.016 D_fake: 0.062 +(epoch: 103, iters: 51468, time: 0.283, data: 0.019) G_GAN: 3.799 G_L1: 2.281 D_real: 0.158 D_fake: 0.120 +(epoch: 103, iters: 51568, time: 0.397, data: 0.017) G_GAN: 2.959 G_L1: 2.746 D_real: 0.122 D_fake: 0.144 +(epoch: 103, iters: 51668, time: 0.290, data: 0.016) G_GAN: 6.675 G_L1: 3.837 D_real: 0.000 D_fake: 0.016 +(epoch: 103, iters: 51768, time: 0.283, data: 0.019) G_GAN: 4.930 G_L1: 4.535 D_real: 0.285 D_fake: 0.019 +(epoch: 103, iters: 51868, time: 0.284, data: 0.017) G_GAN: 3.929 G_L1: 3.259 D_real: 0.030 D_fake: 0.114 +(epoch: 103, iters: 51968, time: 0.399, data: 0.017) G_GAN: 2.555 G_L1: 3.641 D_real: 0.019 D_fake: 0.391 +(epoch: 103, iters: 52068, time: 0.286, data: 0.018) G_GAN: 5.205 G_L1: 3.333 D_real: 0.026 D_fake: 0.046 +(epoch: 103, iters: 52168, time: 0.283, data: 0.016) G_GAN: 4.345 G_L1: 2.686 D_real: 0.076 D_fake: 0.039 +(epoch: 103, iters: 52268, time: 0.294, data: 0.015) G_GAN: 3.922 G_L1: 3.575 D_real: 0.045 D_fake: 0.104 +(epoch: 103, iters: 52368, time: 0.622, data: 0.018) G_GAN: 4.378 G_L1: 5.053 D_real: 0.707 D_fake: 0.110 +(epoch: 103, iters: 52468, time: 0.295, data: 0.016) G_GAN: 5.176 G_L1: 6.021 D_real: 0.007 D_fake: 0.028 +(epoch: 103, iters: 52568, time: 0.295, data: 0.019) G_GAN: 4.123 G_L1: 3.422 D_real: 0.212 D_fake: 0.070 +(epoch: 103, iters: 52668, time: 0.293, data: 0.018) G_GAN: 4.883 G_L1: 4.278 D_real: 0.221 D_fake: 0.017 +(epoch: 103, iters: 52768, time: 0.402, data: 0.018) G_GAN: 3.103 G_L1: 3.155 D_real: 0.030 D_fake: 0.145 +(epoch: 103, iters: 52868, time: 0.280, data: 0.018) G_GAN: 3.711 G_L1: 4.190 D_real: 0.009 D_fake: 0.091 +(epoch: 103, iters: 52968, time: 0.276, data: 0.018) G_GAN: 2.879 G_L1: 3.488 D_real: 0.281 D_fake: 0.111 +(epoch: 103, iters: 53068, time: 0.295, data: 0.017) G_GAN: 3.915 G_L1: 3.330 D_real: 0.017 D_fake: 0.108 +(epoch: 103, iters: 53168, time: 0.413, data: 0.017) G_GAN: 3.282 G_L1: 2.730 D_real: 0.047 D_fake: 0.209 +(epoch: 103, iters: 53268, time: 0.285, data: 0.017) G_GAN: 3.191 G_L1: 3.185 D_real: 0.152 D_fake: 0.173 +(epoch: 103, iters: 53368, time: 0.292, data: 0.018) G_GAN: 2.235 G_L1: 2.367 D_real: 0.225 D_fake: 0.335 +(epoch: 103, iters: 53468, time: 0.298, data: 0.019) G_GAN: 4.497 G_L1: 3.026 D_real: 0.057 D_fake: 0.383 +(epoch: 103, iters: 53568, time: 0.405, data: 0.020) G_GAN: 3.554 G_L1: 3.590 D_real: 0.348 D_fake: 0.056 +(epoch: 103, iters: 53668, time: 0.299, data: 0.021) G_GAN: 4.015 G_L1: 3.703 D_real: 0.223 D_fake: 0.075 +(epoch: 103, iters: 53768, time: 0.298, data: 0.019) G_GAN: 4.999 G_L1: 3.849 D_real: 0.036 D_fake: 0.029 +(epoch: 103, iters: 53868, time: 0.292, data: 0.019) G_GAN: 4.109 G_L1: 3.795 D_real: 0.153 D_fake: 0.068 +(epoch: 103, iters: 53968, time: 0.395, data: 0.018) G_GAN: 5.322 G_L1: 3.837 D_real: 0.004 D_fake: 0.018 +(epoch: 103, iters: 54068, time: 0.296, data: 0.019) G_GAN: 4.099 G_L1: 4.934 D_real: 0.177 D_fake: 0.067 +(epoch: 103, iters: 54168, time: 0.299, data: 0.017) G_GAN: 3.324 G_L1: 3.733 D_real: 0.011 D_fake: 0.133 +(epoch: 103, iters: 54268, time: 0.285, data: 0.018) G_GAN: 4.000 G_L1: 3.078 D_real: 0.140 D_fake: 0.179 +(epoch: 103, iters: 54368, time: 0.600, data: 0.018) G_GAN: 5.243 G_L1: 5.173 D_real: 0.020 D_fake: 0.082 +(epoch: 103, iters: 54468, time: 0.304, data: 0.019) G_GAN: 3.632 G_L1: 4.240 D_real: 0.001 D_fake: 0.085 +(epoch: 103, iters: 54568, time: 0.296, data: 0.020) G_GAN: 4.374 G_L1: 4.282 D_real: 0.029 D_fake: 0.048 +(epoch: 103, iters: 54668, time: 0.300, data: 0.019) G_GAN: 4.084 G_L1: 5.470 D_real: 0.000 D_fake: 0.279 +(epoch: 103, iters: 54768, time: 0.418, data: 0.018) G_GAN: 4.410 G_L1: 3.016 D_real: 0.018 D_fake: 0.096 +(epoch: 103, iters: 54868, time: 0.299, data: 0.019) G_GAN: 5.094 G_L1: 4.346 D_real: 0.006 D_fake: 0.051 +(epoch: 103, iters: 54968, time: 0.298, data: 0.019) G_GAN: 4.968 G_L1: 3.140 D_real: 0.014 D_fake: 0.028 +(epoch: 103, iters: 55068, time: 0.300, data: 0.020) G_GAN: 3.743 G_L1: 6.481 D_real: 0.070 D_fake: 0.097 +(epoch: 103, iters: 55168, time: 0.404, data: 0.019) G_GAN: 3.766 G_L1: 3.574 D_real: 0.010 D_fake: 0.281 +(epoch: 103, iters: 55268, time: 0.275, data: 0.018) G_GAN: 7.168 G_L1: 2.565 D_real: 0.007 D_fake: 0.007 +(epoch: 103, iters: 55368, time: 0.298, data: 0.018) G_GAN: 3.039 G_L1: 3.979 D_real: 0.037 D_fake: 0.234 +(epoch: 103, iters: 55468, time: 0.298, data: 0.020) G_GAN: 5.129 G_L1: 4.952 D_real: 0.103 D_fake: 0.029 +(epoch: 103, iters: 55568, time: 0.395, data: 0.019) G_GAN: 6.156 G_L1: 4.612 D_real: 0.001 D_fake: 0.027 +(epoch: 103, iters: 55668, time: 0.302, data: 0.018) G_GAN: 3.608 G_L1: 2.585 D_real: 0.045 D_fake: 0.337 +(epoch: 103, iters: 55768, time: 0.302, data: 0.025) G_GAN: 4.725 G_L1: 4.151 D_real: 0.047 D_fake: 0.056 +(epoch: 103, iters: 55868, time: 0.304, data: 0.020) G_GAN: 4.312 G_L1: 3.762 D_real: 0.017 D_fake: 0.155 +(epoch: 103, iters: 55968, time: 0.428, data: 0.019) G_GAN: 4.828 G_L1: 5.254 D_real: 0.039 D_fake: 0.025 +(epoch: 103, iters: 56068, time: 0.301, data: 0.020) G_GAN: 3.229 G_L1: 3.746 D_real: 0.019 D_fake: 0.192 +(epoch: 103, iters: 56168, time: 0.301, data: 0.023) G_GAN: 4.269 G_L1: 3.187 D_real: 0.016 D_fake: 0.060 +(epoch: 103, iters: 56268, time: 0.303, data: 0.019) G_GAN: 3.365 G_L1: 3.891 D_real: 0.462 D_fake: 0.072 +(epoch: 103, iters: 56368, time: 0.601, data: 0.019) G_GAN: 4.655 G_L1: 4.474 D_real: 0.019 D_fake: 0.152 +(epoch: 103, iters: 56468, time: 0.307, data: 0.018) G_GAN: 4.007 G_L1: 5.740 D_real: 0.021 D_fake: 0.368 +(epoch: 103, iters: 56568, time: 0.300, data: 0.019) G_GAN: 5.485 G_L1: 4.268 D_real: 0.003 D_fake: 0.029 +(epoch: 103, iters: 56668, time: 0.305, data: 0.020) G_GAN: 3.675 G_L1: 3.047 D_real: 0.102 D_fake: 0.116 +(epoch: 103, iters: 56768, time: 0.408, data: 0.019) G_GAN: 4.596 G_L1: 3.321 D_real: 0.086 D_fake: 0.029 +(epoch: 103, iters: 56868, time: 0.304, data: 0.020) G_GAN: 4.335 G_L1: 3.830 D_real: 0.001 D_fake: 0.060 +(epoch: 103, iters: 56968, time: 0.299, data: 0.021) G_GAN: 6.559 G_L1: 4.092 D_real: 0.025 D_fake: 0.025 +(epoch: 103, iters: 57068, time: 0.303, data: 0.019) G_GAN: 4.161 G_L1: 4.771 D_real: 0.069 D_fake: 0.084 +(epoch: 103, iters: 57168, time: 0.422, data: 0.020) G_GAN: 4.291 G_L1: 4.447 D_real: 0.205 D_fake: 0.042 +(epoch: 103, iters: 57268, time: 0.302, data: 0.019) G_GAN: 3.747 G_L1: 7.941 D_real: 0.006 D_fake: 0.080 +(epoch: 103, iters: 57368, time: 0.303, data: 0.020) G_GAN: 4.531 G_L1: 3.169 D_real: 0.167 D_fake: 0.048 +(epoch: 103, iters: 57468, time: 0.275, data: 0.020) G_GAN: 5.319 G_L1: 3.915 D_real: 0.004 D_fake: 0.016 +(epoch: 103, iters: 57568, time: 0.416, data: 0.016) G_GAN: 3.770 G_L1: 4.478 D_real: 0.090 D_fake: 0.067 +(epoch: 103, iters: 57668, time: 0.297, data: 0.019) G_GAN: 4.162 G_L1: 3.641 D_real: 0.176 D_fake: 0.052 +(epoch: 103, iters: 57768, time: 0.302, data: 0.018) G_GAN: 5.649 G_L1: 5.408 D_real: 0.050 D_fake: 0.046 +(epoch: 103, iters: 57868, time: 0.298, data: 0.019) G_GAN: 3.457 G_L1: 4.086 D_real: 0.068 D_fake: 0.156 +(epoch: 103, iters: 57968, time: 0.414, data: 0.020) G_GAN: 6.572 G_L1: 4.153 D_real: 0.002 D_fake: 0.019 +(epoch: 103, iters: 58068, time: 0.302, data: 0.019) G_GAN: 4.605 G_L1: 3.707 D_real: 0.030 D_fake: 0.050 +(epoch: 103, iters: 58168, time: 0.299, data: 0.020) G_GAN: 5.235 G_L1: 4.469 D_real: 0.277 D_fake: 0.015 +(epoch: 103, iters: 58268, time: 0.302, data: 0.020) G_GAN: 6.036 G_L1: 3.461 D_real: 0.060 D_fake: 0.010 +(epoch: 103, iters: 58368, time: 0.557, data: 0.021) G_GAN: 4.082 G_L1: 5.366 D_real: 0.115 D_fake: 0.102 +(epoch: 103, iters: 58468, time: 0.294, data: 0.020) G_GAN: 4.618 G_L1: 4.104 D_real: 0.032 D_fake: 0.054 +(epoch: 103, iters: 58568, time: 0.300, data: 0.019) G_GAN: 4.903 G_L1: 3.552 D_real: 0.087 D_fake: 0.031 +(epoch: 103, iters: 58668, time: 0.293, data: 0.019) G_GAN: 4.079 G_L1: 3.820 D_real: 0.007 D_fake: 0.151 +(epoch: 103, iters: 58768, time: 0.424, data: 0.018) G_GAN: 4.183 G_L1: 5.580 D_real: 0.163 D_fake: 0.112 +(epoch: 103, iters: 58868, time: 0.279, data: 0.020) G_GAN: 5.432 G_L1: 2.545 D_real: 0.118 D_fake: 0.024 +(epoch: 103, iters: 58968, time: 0.302, data: 0.018) G_GAN: 4.460 G_L1: 6.365 D_real: 0.421 D_fake: 0.030 +(epoch: 103, iters: 59068, time: 0.302, data: 0.019) G_GAN: 4.414 G_L1: 4.572 D_real: 0.019 D_fake: 0.054 +(epoch: 103, iters: 59168, time: 0.427, data: 0.021) G_GAN: 4.571 G_L1: 6.626 D_real: 0.059 D_fake: 0.057 +(epoch: 103, iters: 59268, time: 0.301, data: 0.017) G_GAN: 4.248 G_L1: 4.658 D_real: 0.063 D_fake: 0.068 +(epoch: 103, iters: 59368, time: 0.298, data: 0.021) G_GAN: 4.826 G_L1: 3.240 D_real: 0.082 D_fake: 0.040 +(epoch: 103, iters: 59468, time: 0.301, data: 0.020) G_GAN: 5.630 G_L1: 4.344 D_real: 0.013 D_fake: 0.032 +(epoch: 103, iters: 59568, time: 0.419, data: 0.019) G_GAN: 4.397 G_L1: 3.977 D_real: 0.106 D_fake: 0.076 +(epoch: 103, iters: 59668, time: 0.294, data: 0.018) G_GAN: 4.755 G_L1: 4.694 D_real: 0.136 D_fake: 0.041 +(epoch: 103, iters: 59768, time: 0.299, data: 0.020) G_GAN: 5.826 G_L1: 5.639 D_real: 0.008 D_fake: 0.150 +(epoch: 103, iters: 59868, time: 0.299, data: 0.019) G_GAN: 5.279 G_L1: 6.394 D_real: 0.302 D_fake: 0.011 +(epoch: 103, iters: 59968, time: 0.435, data: 0.020) G_GAN: 5.649 G_L1: 4.288 D_real: 0.037 D_fake: 0.016 +(epoch: 104, iters: 52, time: 0.297, data: 0.020) G_GAN: 6.841 G_L1: 3.814 D_real: 0.006 D_fake: 0.010 +(epoch: 104, iters: 152, time: 0.285, data: 0.017) G_GAN: 4.258 G_L1: 3.723 D_real: 0.035 D_fake: 0.100 +(epoch: 104, iters: 252, time: 0.302, data: 0.019) G_GAN: 5.596 G_L1: 4.208 D_real: 0.172 D_fake: 0.036 +(epoch: 104, iters: 352, time: 0.612, data: 0.021) G_GAN: 4.550 G_L1: 4.171 D_real: 0.003 D_fake: 0.075 +(epoch: 104, iters: 452, time: 0.303, data: 0.019) G_GAN: 5.789 G_L1: 4.450 D_real: 0.001 D_fake: 0.015 +(epoch: 104, iters: 552, time: 0.301, data: 0.020) G_GAN: 4.795 G_L1: 5.888 D_real: 0.040 D_fake: 0.051 +(epoch: 104, iters: 652, time: 0.298, data: 0.020) G_GAN: 5.390 G_L1: 4.436 D_real: 0.245 D_fake: 0.051 +(epoch: 104, iters: 752, time: 0.412, data: 0.020) G_GAN: 4.158 G_L1: 4.128 D_real: 0.014 D_fake: 0.132 +(epoch: 104, iters: 852, time: 0.291, data: 0.018) G_GAN: 7.068 G_L1: 4.249 D_real: 0.002 D_fake: 0.004 +(epoch: 104, iters: 952, time: 0.297, data: 0.018) G_GAN: 4.762 G_L1: 4.059 D_real: 0.028 D_fake: 0.049 +(epoch: 104, iters: 1052, time: 0.302, data: 0.020) G_GAN: 5.620 G_L1: 3.693 D_real: 0.003 D_fake: 0.082 +(epoch: 104, iters: 1152, time: 0.405, data: 0.021) G_GAN: 3.361 G_L1: 3.197 D_real: 0.007 D_fake: 0.190 +(epoch: 104, iters: 1252, time: 0.297, data: 0.019) G_GAN: 4.969 G_L1: 3.535 D_real: 0.121 D_fake: 0.030 +(epoch: 104, iters: 1352, time: 0.293, data: 0.020) G_GAN: 3.962 G_L1: 2.984 D_real: 0.051 D_fake: 0.072 +(epoch: 104, iters: 1452, time: 0.302, data: 0.023) G_GAN: 5.276 G_L1: 4.516 D_real: 0.303 D_fake: 0.092 +(epoch: 104, iters: 1552, time: 0.422, data: 0.021) G_GAN: 5.118 G_L1: 4.383 D_real: 0.018 D_fake: 0.023 +(epoch: 104, iters: 1652, time: 0.300, data: 0.019) G_GAN: 5.214 G_L1: 3.548 D_real: 0.014 D_fake: 0.034 +(epoch: 104, iters: 1752, time: 0.293, data: 0.020) G_GAN: 5.117 G_L1: 2.921 D_real: 0.025 D_fake: 0.120 +(epoch: 104, iters: 1852, time: 0.304, data: 0.021) G_GAN: 5.041 G_L1: 3.664 D_real: 0.416 D_fake: 0.013 +(epoch: 104, iters: 1952, time: 0.415, data: 0.022) G_GAN: 5.386 G_L1: 4.632 D_real: 0.000 D_fake: 0.063 +(epoch: 104, iters: 2052, time: 0.286, data: 0.019) G_GAN: 4.001 G_L1: 3.965 D_real: 0.029 D_fake: 0.072 +(epoch: 104, iters: 2152, time: 0.298, data: 0.020) G_GAN: 3.164 G_L1: 3.487 D_real: 0.032 D_fake: 0.198 +(epoch: 104, iters: 2252, time: 0.298, data: 0.020) G_GAN: 4.926 G_L1: 3.464 D_real: 0.068 D_fake: 0.027 +(epoch: 104, iters: 2352, time: 0.656, data: 0.021) G_GAN: 4.422 G_L1: 3.430 D_real: 0.214 D_fake: 0.059 +(epoch: 104, iters: 2452, time: 0.297, data: 0.020) G_GAN: 3.777 G_L1: 5.415 D_real: 0.027 D_fake: 0.318 +(epoch: 104, iters: 2552, time: 0.291, data: 0.020) G_GAN: 2.902 G_L1: 3.324 D_real: 0.090 D_fake: 0.216 +(epoch: 104, iters: 2652, time: 0.295, data: 0.020) G_GAN: 4.875 G_L1: 4.567 D_real: 0.049 D_fake: 0.038 +(epoch: 104, iters: 2752, time: 0.407, data: 0.021) G_GAN: 3.895 G_L1: 5.994 D_real: 0.031 D_fake: 0.063 +(epoch: 104, iters: 2852, time: 0.300, data: 0.019) G_GAN: 5.343 G_L1: 4.731 D_real: 0.222 D_fake: 0.023 +(epoch: 104, iters: 2952, time: 0.294, data: 0.020) G_GAN: 4.414 G_L1: 2.797 D_real: 0.189 D_fake: 0.029 +(epoch: 104, iters: 3052, time: 0.290, data: 0.020) G_GAN: 4.251 G_L1: 3.810 D_real: 0.098 D_fake: 0.260 +(epoch: 104, iters: 3152, time: 0.428, data: 0.020) G_GAN: 5.021 G_L1: 3.830 D_real: 0.123 D_fake: 0.019 +(epoch: 104, iters: 3252, time: 0.299, data: 0.019) G_GAN: 2.641 G_L1: 5.372 D_real: 0.020 D_fake: 0.498 +(epoch: 104, iters: 3352, time: 0.302, data: 0.020) G_GAN: 3.601 G_L1: 3.508 D_real: 0.024 D_fake: 0.088 +(epoch: 104, iters: 3452, time: 0.287, data: 0.020) G_GAN: 3.533 G_L1: 3.035 D_real: 0.016 D_fake: 0.635 +(epoch: 104, iters: 3552, time: 0.421, data: 0.021) G_GAN: 5.406 G_L1: 5.616 D_real: 0.003 D_fake: 0.040 +(epoch: 104, iters: 3652, time: 0.293, data: 0.020) G_GAN: 4.527 G_L1: 2.993 D_real: 0.109 D_fake: 0.036 +(epoch: 104, iters: 3752, time: 0.302, data: 0.018) G_GAN: 3.449 G_L1: 3.095 D_real: 0.020 D_fake: 0.165 +(epoch: 104, iters: 3852, time: 0.292, data: 0.021) G_GAN: 3.243 G_L1: 3.288 D_real: 0.057 D_fake: 0.473 +(epoch: 104, iters: 3952, time: 0.399, data: 0.029) G_GAN: 4.238 G_L1: 4.676 D_real: 0.038 D_fake: 0.105 +(epoch: 104, iters: 4052, time: 0.287, data: 0.019) G_GAN: 3.436 G_L1: 3.089 D_real: 0.137 D_fake: 0.130 +(epoch: 104, iters: 4152, time: 0.289, data: 0.020) G_GAN: 4.643 G_L1: 4.733 D_real: 0.052 D_fake: 0.066 +(epoch: 104, iters: 4252, time: 0.291, data: 0.019) G_GAN: 3.862 G_L1: 3.388 D_real: 0.481 D_fake: 0.035 +(epoch: 104, iters: 4352, time: 0.663, data: 0.023) G_GAN: 4.566 G_L1: 3.635 D_real: 0.128 D_fake: 0.028 +(epoch: 104, iters: 4452, time: 0.294, data: 0.019) G_GAN: 5.310 G_L1: 3.989 D_real: 0.000 D_fake: 0.021 +(epoch: 104, iters: 4552, time: 0.297, data: 0.020) G_GAN: 3.675 G_L1: 3.327 D_real: 0.030 D_fake: 0.561 +(epoch: 104, iters: 4652, time: 0.295, data: 0.020) G_GAN: 4.465 G_L1: 4.648 D_real: 0.007 D_fake: 0.044 +(epoch: 104, iters: 4752, time: 0.427, data: 0.018) G_GAN: 5.076 G_L1: 5.350 D_real: 0.085 D_fake: 0.044 +(epoch: 104, iters: 4852, time: 0.292, data: 0.019) G_GAN: 4.985 G_L1: 3.421 D_real: 0.140 D_fake: 0.041 +(epoch: 104, iters: 4952, time: 0.298, data: 0.019) G_GAN: 3.265 G_L1: 3.373 D_real: 0.226 D_fake: 0.117 +(epoch: 104, iters: 5052, time: 0.291, data: 0.019) G_GAN: 4.714 G_L1: 3.813 D_real: 0.020 D_fake: 0.046 +(epoch: 104, iters: 5152, time: 0.406, data: 0.019) G_GAN: 4.029 G_L1: 4.185 D_real: 0.004 D_fake: 0.185 +(epoch: 104, iters: 5252, time: 0.284, data: 0.017) G_GAN: 4.633 G_L1: 4.001 D_real: 0.084 D_fake: 0.027 +(epoch: 104, iters: 5352, time: 0.304, data: 0.017) G_GAN: 2.378 G_L1: 3.934 D_real: 0.310 D_fake: 0.216 +(epoch: 104, iters: 5452, time: 0.308, data: 0.019) G_GAN: 4.229 G_L1: 4.211 D_real: 0.053 D_fake: 0.080 +(epoch: 104, iters: 5552, time: 0.415, data: 0.019) G_GAN: 3.769 G_L1: 2.909 D_real: 0.027 D_fake: 0.097 +(epoch: 104, iters: 5652, time: 0.306, data: 0.017) G_GAN: 4.199 G_L1: 5.023 D_real: 0.324 D_fake: 0.036 +(epoch: 104, iters: 5752, time: 0.288, data: 0.020) G_GAN: 3.808 G_L1: 3.315 D_real: 0.254 D_fake: 0.084 +(epoch: 104, iters: 5852, time: 0.296, data: 0.017) G_GAN: 4.023 G_L1: 5.177 D_real: 0.401 D_fake: 0.085 +(epoch: 104, iters: 5952, time: 0.414, data: 0.019) G_GAN: 5.750 G_L1: 3.715 D_real: 0.558 D_fake: 0.011 +(epoch: 104, iters: 6052, time: 0.298, data: 0.019) G_GAN: 3.236 G_L1: 5.218 D_real: 0.041 D_fake: 0.113 +(epoch: 104, iters: 6152, time: 0.298, data: 0.019) G_GAN: 3.437 G_L1: 3.003 D_real: 0.018 D_fake: 0.102 +(epoch: 104, iters: 6252, time: 0.298, data: 0.018) G_GAN: 3.472 G_L1: 3.755 D_real: 0.167 D_fake: 0.115 +(epoch: 104, iters: 6352, time: 0.657, data: 0.022) G_GAN: 4.282 G_L1: 4.814 D_real: 0.022 D_fake: 0.094 +(epoch: 104, iters: 6452, time: 0.291, data: 0.018) G_GAN: 3.569 G_L1: 3.985 D_real: 0.000 D_fake: 0.163 +(epoch: 104, iters: 6552, time: 0.290, data: 0.020) G_GAN: 4.843 G_L1: 4.867 D_real: 0.040 D_fake: 0.031 +(epoch: 104, iters: 6652, time: 0.301, data: 0.016) G_GAN: 5.423 G_L1: 3.264 D_real: 0.028 D_fake: 0.014 +(epoch: 104, iters: 6752, time: 0.380, data: 0.019) G_GAN: 4.743 G_L1: 4.933 D_real: 0.015 D_fake: 0.044 +(epoch: 104, iters: 6852, time: 0.296, data: 0.020) G_GAN: 4.102 G_L1: 4.919 D_real: 0.181 D_fake: 0.091 +(epoch: 104, iters: 6952, time: 0.288, data: 0.019) G_GAN: 3.431 G_L1: 3.601 D_real: 0.185 D_fake: 0.103 +(epoch: 104, iters: 7052, time: 0.303, data: 0.017) G_GAN: 4.159 G_L1: 4.321 D_real: 0.003 D_fake: 0.228 +(epoch: 104, iters: 7152, time: 0.407, data: 0.019) G_GAN: 4.581 G_L1: 4.146 D_real: 0.112 D_fake: 0.031 +(epoch: 104, iters: 7252, time: 0.284, data: 0.018) G_GAN: 3.849 G_L1: 4.105 D_real: 0.105 D_fake: 0.102 +(epoch: 104, iters: 7352, time: 0.296, data: 0.016) G_GAN: 4.795 G_L1: 6.776 D_real: 0.006 D_fake: 0.072 +(epoch: 104, iters: 7452, time: 0.303, data: 0.018) G_GAN: 3.401 G_L1: 4.234 D_real: 0.005 D_fake: 0.130 +(epoch: 104, iters: 7552, time: 0.413, data: 0.020) G_GAN: 3.485 G_L1: 3.261 D_real: 0.106 D_fake: 0.072 +(epoch: 104, iters: 7652, time: 0.303, data: 0.018) G_GAN: 4.332 G_L1: 4.366 D_real: 0.434 D_fake: 0.033 +(epoch: 104, iters: 7752, time: 0.288, data: 0.019) G_GAN: 3.046 G_L1: 3.902 D_real: 0.006 D_fake: 0.167 +(epoch: 104, iters: 7852, time: 0.282, data: 0.018) G_GAN: 3.745 G_L1: 3.756 D_real: 0.781 D_fake: 0.124 +(epoch: 104, iters: 7952, time: 0.396, data: 0.018) G_GAN: 4.396 G_L1: 3.370 D_real: 0.004 D_fake: 0.046 +(epoch: 104, iters: 8052, time: 0.295, data: 0.019) G_GAN: 5.201 G_L1: 3.757 D_real: 0.000 D_fake: 0.022 +(epoch: 104, iters: 8152, time: 0.294, data: 0.020) G_GAN: 3.553 G_L1: 3.775 D_real: 0.159 D_fake: 0.070 +(epoch: 104, iters: 8252, time: 0.306, data: 0.026) G_GAN: 4.546 G_L1: 3.899 D_real: 0.004 D_fake: 0.056 +(epoch: 104, iters: 8352, time: 0.664, data: 0.020) G_GAN: 3.165 G_L1: 2.173 D_real: 0.175 D_fake: 0.348 +(epoch: 104, iters: 8452, time: 0.296, data: 0.020) G_GAN: 4.253 G_L1: 3.971 D_real: 0.017 D_fake: 0.060 +(epoch: 104, iters: 8552, time: 0.284, data: 0.018) G_GAN: 3.927 G_L1: 3.076 D_real: 0.165 D_fake: 0.068 +(epoch: 104, iters: 8652, time: 0.288, data: 0.017) G_GAN: 4.688 G_L1: 5.247 D_real: 0.255 D_fake: 0.025 +(epoch: 104, iters: 8752, time: 0.373, data: 0.019) G_GAN: 3.930 G_L1: 2.907 D_real: 0.224 D_fake: 0.086 +(epoch: 104, iters: 8852, time: 0.285, data: 0.017) G_GAN: 3.470 G_L1: 2.899 D_real: 0.185 D_fake: 0.065 +(epoch: 104, iters: 8952, time: 0.290, data: 0.019) G_GAN: 4.822 G_L1: 3.833 D_real: 0.031 D_fake: 0.034 +(epoch: 104, iters: 9052, time: 0.290, data: 0.020) G_GAN: 4.011 G_L1: 4.130 D_real: 0.034 D_fake: 0.063 +(epoch: 104, iters: 9152, time: 0.390, data: 0.018) G_GAN: 3.784 G_L1: 3.196 D_real: 0.147 D_fake: 0.072 +(epoch: 104, iters: 9252, time: 0.288, data: 0.019) G_GAN: 3.716 G_L1: 3.484 D_real: 0.347 D_fake: 0.095 +(epoch: 104, iters: 9352, time: 0.271, data: 0.017) G_GAN: 3.411 G_L1: 2.839 D_real: 0.013 D_fake: 0.136 +(epoch: 104, iters: 9452, time: 0.288, data: 0.016) G_GAN: 3.560 G_L1: 4.142 D_real: 0.011 D_fake: 0.085 +(epoch: 104, iters: 9552, time: 0.383, data: 0.017) G_GAN: 3.970 G_L1: 2.750 D_real: 0.082 D_fake: 0.081 +(epoch: 104, iters: 9652, time: 0.289, data: 0.018) G_GAN: 4.817 G_L1: 3.467 D_real: 0.020 D_fake: 0.065 +(epoch: 104, iters: 9752, time: 0.273, data: 0.017) G_GAN: 4.043 G_L1: 3.263 D_real: 0.050 D_fake: 0.115 +(epoch: 104, iters: 9852, time: 0.269, data: 0.017) G_GAN: 3.631 G_L1: 5.301 D_real: 0.072 D_fake: 0.156 +(epoch: 104, iters: 9952, time: 0.405, data: 0.016) G_GAN: 4.180 G_L1: 3.191 D_real: 0.031 D_fake: 0.054 +(epoch: 104, iters: 10052, time: 0.288, data: 0.017) G_GAN: 4.032 G_L1: 3.709 D_real: 0.039 D_fake: 0.253 +(epoch: 104, iters: 10152, time: 0.292, data: 0.018) G_GAN: 3.454 G_L1: 5.385 D_real: 0.001 D_fake: 0.169 +(epoch: 104, iters: 10252, time: 0.297, data: 0.017) G_GAN: 3.753 G_L1: 3.900 D_real: 0.381 D_fake: 0.095 +(epoch: 104, iters: 10352, time: 0.654, data: 0.021) G_GAN: 3.993 G_L1: 3.379 D_real: 0.047 D_fake: 0.072 +(epoch: 104, iters: 10452, time: 0.286, data: 0.019) G_GAN: 4.194 G_L1: 3.573 D_real: 0.004 D_fake: 0.057 +(epoch: 104, iters: 10552, time: 0.296, data: 0.018) G_GAN: 3.058 G_L1: 3.900 D_real: 0.004 D_fake: 0.604 +(epoch: 104, iters: 10652, time: 0.292, data: 0.019) G_GAN: 4.270 G_L1: 3.723 D_real: 0.407 D_fake: 0.032 +(epoch: 104, iters: 10752, time: 0.408, data: 0.019) G_GAN: 4.795 G_L1: 4.535 D_real: 0.050 D_fake: 0.040 +(epoch: 104, iters: 10852, time: 0.298, data: 0.019) G_GAN: 4.713 G_L1: 7.476 D_real: 0.114 D_fake: 0.064 +(epoch: 104, iters: 10952, time: 0.296, data: 0.020) G_GAN: 4.147 G_L1: 3.586 D_real: 0.057 D_fake: 0.081 +(epoch: 104, iters: 11052, time: 0.276, data: 0.019) G_GAN: 4.900 G_L1: 3.927 D_real: 0.013 D_fake: 0.050 +(epoch: 104, iters: 11152, time: 0.408, data: 0.017) G_GAN: 4.977 G_L1: 4.398 D_real: 0.054 D_fake: 0.103 +(epoch: 104, iters: 11252, time: 0.288, data: 0.018) G_GAN: 2.984 G_L1: 3.253 D_real: 0.207 D_fake: 0.454 +(epoch: 104, iters: 11352, time: 0.285, data: 0.017) G_GAN: 3.161 G_L1: 3.781 D_real: 0.002 D_fake: 0.209 +(epoch: 104, iters: 11452, time: 0.297, data: 0.017) G_GAN: 3.331 G_L1: 3.252 D_real: 0.130 D_fake: 0.104 +(epoch: 104, iters: 11552, time: 0.399, data: 0.021) G_GAN: 2.631 G_L1: 3.143 D_real: 0.079 D_fake: 0.291 +(epoch: 104, iters: 11652, time: 0.283, data: 0.019) G_GAN: 5.526 G_L1: 4.141 D_real: 0.013 D_fake: 0.019 +(epoch: 104, iters: 11752, time: 0.296, data: 0.016) G_GAN: 4.892 G_L1: 4.263 D_real: 0.027 D_fake: 0.042 +(epoch: 104, iters: 11852, time: 0.289, data: 0.019) G_GAN: 4.431 G_L1: 3.308 D_real: 0.020 D_fake: 0.034 +(epoch: 104, iters: 11952, time: 0.405, data: 0.017) G_GAN: 4.673 G_L1: 3.030 D_real: 0.024 D_fake: 0.052 +(epoch: 104, iters: 12052, time: 0.287, data: 0.017) G_GAN: 4.854 G_L1: 3.454 D_real: 0.259 D_fake: 0.034 +(epoch: 104, iters: 12152, time: 0.293, data: 0.017) G_GAN: 3.963 G_L1: 6.155 D_real: 0.035 D_fake: 0.164 +(epoch: 104, iters: 12252, time: 0.275, data: 0.018) G_GAN: 5.371 G_L1: 4.258 D_real: 0.117 D_fake: 0.025 +(epoch: 104, iters: 12352, time: 0.677, data: 0.016) G_GAN: 3.655 G_L1: 2.846 D_real: 0.175 D_fake: 0.104 +(epoch: 104, iters: 12452, time: 0.297, data: 0.017) G_GAN: 4.418 G_L1: 3.919 D_real: 0.168 D_fake: 0.176 +(epoch: 104, iters: 12552, time: 0.290, data: 0.019) G_GAN: 3.358 G_L1: 4.491 D_real: 0.087 D_fake: 0.146 +(epoch: 104, iters: 12652, time: 0.285, data: 0.017) G_GAN: 4.867 G_L1: 3.748 D_real: 0.002 D_fake: 0.294 +(epoch: 104, iters: 12752, time: 0.399, data: 0.017) G_GAN: 3.589 G_L1: 3.249 D_real: 0.005 D_fake: 0.122 +(epoch: 104, iters: 12852, time: 0.286, data: 0.016) G_GAN: 4.034 G_L1: 3.030 D_real: 0.054 D_fake: 0.078 +(epoch: 104, iters: 12952, time: 0.295, data: 0.019) G_GAN: 4.813 G_L1: 8.216 D_real: 0.227 D_fake: 0.028 +(epoch: 104, iters: 13052, time: 0.289, data: 0.019) G_GAN: 3.462 G_L1: 3.540 D_real: 0.024 D_fake: 0.114 +(epoch: 104, iters: 13152, time: 0.403, data: 0.019) G_GAN: 4.799 G_L1: 3.198 D_real: 0.141 D_fake: 0.193 +(epoch: 104, iters: 13252, time: 0.290, data: 0.018) G_GAN: 5.335 G_L1: 3.554 D_real: 0.131 D_fake: 0.027 +(epoch: 104, iters: 13352, time: 0.284, data: 0.019) G_GAN: 4.354 G_L1: 3.541 D_real: 0.025 D_fake: 0.040 +(epoch: 104, iters: 13452, time: 0.300, data: 0.019) G_GAN: 3.689 G_L1: 2.959 D_real: 0.051 D_fake: 0.067 +(epoch: 104, iters: 13552, time: 0.414, data: 0.020) G_GAN: 5.609 G_L1: 4.082 D_real: 0.013 D_fake: 0.020 +(epoch: 104, iters: 13652, time: 0.301, data: 0.021) G_GAN: 3.736 G_L1: 3.821 D_real: 0.275 D_fake: 0.112 +(epoch: 104, iters: 13752, time: 0.301, data: 0.020) G_GAN: 3.347 G_L1: 4.159 D_real: 0.086 D_fake: 0.151 +(epoch: 104, iters: 13852, time: 0.300, data: 0.020) G_GAN: 4.028 G_L1: 3.112 D_real: 0.063 D_fake: 0.204 +(epoch: 104, iters: 13952, time: 0.419, data: 0.020) G_GAN: 5.087 G_L1: 5.974 D_real: 0.426 D_fake: 0.031 +(epoch: 104, iters: 14052, time: 0.289, data: 0.019) G_GAN: 3.794 G_L1: 3.669 D_real: 0.001 D_fake: 0.079 +(epoch: 104, iters: 14152, time: 0.293, data: 0.019) G_GAN: 4.485 G_L1: 4.384 D_real: 0.003 D_fake: 0.048 +(epoch: 104, iters: 14252, time: 0.288, data: 0.018) G_GAN: 4.035 G_L1: 2.543 D_real: 0.016 D_fake: 0.047 +(epoch: 104, iters: 14352, time: 0.646, data: 0.019) G_GAN: 4.818 G_L1: 3.491 D_real: 0.055 D_fake: 0.033 +(epoch: 104, iters: 14452, time: 0.304, data: 0.018) G_GAN: 3.667 G_L1: 2.354 D_real: 0.319 D_fake: 0.213 +(epoch: 104, iters: 14552, time: 0.292, data: 0.019) G_GAN: 4.243 G_L1: 2.771 D_real: 0.623 D_fake: 0.031 +(epoch: 104, iters: 14652, time: 0.296, data: 0.019) G_GAN: 4.602 G_L1: 4.073 D_real: 0.000 D_fake: 0.083 +(epoch: 104, iters: 14752, time: 0.411, data: 0.018) G_GAN: 6.120 G_L1: 4.478 D_real: 0.205 D_fake: 0.014 +(epoch: 104, iters: 14852, time: 0.289, data: 0.018) G_GAN: 3.852 G_L1: 3.715 D_real: 0.002 D_fake: 0.081 +(epoch: 104, iters: 14952, time: 0.297, data: 0.018) G_GAN: 4.704 G_L1: 3.067 D_real: 0.087 D_fake: 0.063 +(epoch: 104, iters: 15052, time: 0.296, data: 0.019) G_GAN: 4.645 G_L1: 3.823 D_real: 0.035 D_fake: 0.202 +(epoch: 104, iters: 15152, time: 0.400, data: 0.018) G_GAN: 3.624 G_L1: 4.013 D_real: 0.006 D_fake: 0.132 +(epoch: 104, iters: 15252, time: 0.294, data: 0.018) G_GAN: 3.756 G_L1: 3.600 D_real: 0.085 D_fake: 0.156 +(epoch: 104, iters: 15352, time: 0.299, data: 0.024) G_GAN: 2.715 G_L1: 3.595 D_real: 0.401 D_fake: 0.177 +(epoch: 104, iters: 15452, time: 0.299, data: 0.018) G_GAN: 4.154 G_L1: 2.571 D_real: 0.256 D_fake: 0.060 +(epoch: 104, iters: 15552, time: 0.406, data: 0.019) G_GAN: 4.561 G_L1: 2.892 D_real: 0.007 D_fake: 0.073 +(epoch: 104, iters: 15652, time: 0.295, data: 0.016) G_GAN: 4.270 G_L1: 3.238 D_real: 0.118 D_fake: 0.053 +(epoch: 104, iters: 15752, time: 0.296, data: 0.019) G_GAN: 4.220 G_L1: 3.252 D_real: 0.446 D_fake: 0.031 +(epoch: 104, iters: 15852, time: 0.289, data: 0.019) G_GAN: 5.361 G_L1: 3.600 D_real: 0.029 D_fake: 0.021 +(epoch: 104, iters: 15952, time: 0.394, data: 0.017) G_GAN: 3.158 G_L1: 3.213 D_real: 0.214 D_fake: 0.117 +(epoch: 104, iters: 16052, time: 0.293, data: 0.016) G_GAN: 3.962 G_L1: 3.102 D_real: 0.630 D_fake: 0.053 +(epoch: 104, iters: 16152, time: 0.283, data: 0.019) G_GAN: 5.401 G_L1: 3.649 D_real: 0.006 D_fake: 0.149 +(epoch: 104, iters: 16252, time: 0.296, data: 0.017) G_GAN: 4.372 G_L1: 5.755 D_real: 0.001 D_fake: 0.074 +(epoch: 104, iters: 16352, time: 0.605, data: 0.019) G_GAN: 5.812 G_L1: 5.516 D_real: 0.058 D_fake: 0.034 +(epoch: 104, iters: 16452, time: 0.297, data: 0.018) G_GAN: 2.988 G_L1: 3.221 D_real: 0.071 D_fake: 0.203 +(epoch: 104, iters: 16552, time: 0.292, data: 0.019) G_GAN: 5.206 G_L1: 4.044 D_real: 0.094 D_fake: 0.013 +(epoch: 104, iters: 16652, time: 0.278, data: 0.019) G_GAN: 4.880 G_L1: 3.715 D_real: 0.051 D_fake: 0.087 +(epoch: 104, iters: 16752, time: 0.402, data: 0.017) G_GAN: 3.894 G_L1: 2.850 D_real: 0.040 D_fake: 0.073 +(epoch: 104, iters: 16852, time: 0.282, data: 0.018) G_GAN: 4.586 G_L1: 4.273 D_real: 0.014 D_fake: 0.039 +(epoch: 104, iters: 16952, time: 0.283, data: 0.017) G_GAN: 5.313 G_L1: 3.266 D_real: 0.069 D_fake: 0.027 +(epoch: 104, iters: 17052, time: 0.282, data: 0.017) G_GAN: 4.933 G_L1: 4.013 D_real: 0.245 D_fake: 0.054 +(epoch: 104, iters: 17152, time: 0.378, data: 0.018) G_GAN: 3.956 G_L1: 3.847 D_real: 0.175 D_fake: 0.066 +(epoch: 104, iters: 17252, time: 0.299, data: 0.016) G_GAN: 3.226 G_L1: 3.438 D_real: 0.813 D_fake: 0.061 +(epoch: 104, iters: 17352, time: 0.300, data: 0.019) G_GAN: 3.563 G_L1: 4.748 D_real: 0.120 D_fake: 0.223 +(epoch: 104, iters: 17452, time: 0.293, data: 0.021) G_GAN: 3.352 G_L1: 2.830 D_real: 0.069 D_fake: 0.170 +(epoch: 104, iters: 17552, time: 0.372, data: 0.018) G_GAN: 2.863 G_L1: 3.729 D_real: 0.309 D_fake: 0.163 +(epoch: 104, iters: 17652, time: 0.288, data: 0.017) G_GAN: 5.052 G_L1: 4.051 D_real: 0.169 D_fake: 0.021 +(epoch: 104, iters: 17752, time: 0.304, data: 0.020) G_GAN: 3.440 G_L1: 3.745 D_real: 0.299 D_fake: 0.166 +(epoch: 104, iters: 17852, time: 0.300, data: 0.019) G_GAN: 5.562 G_L1: 4.682 D_real: 0.000 D_fake: 0.020 +(epoch: 104, iters: 17952, time: 0.411, data: 0.021) G_GAN: 4.396 G_L1: 4.173 D_real: 0.000 D_fake: 0.060 +(epoch: 104, iters: 18052, time: 0.280, data: 0.018) G_GAN: 3.054 G_L1: 2.584 D_real: 0.037 D_fake: 0.191 +(epoch: 104, iters: 18152, time: 0.286, data: 0.016) G_GAN: 3.655 G_L1: 6.422 D_real: 0.001 D_fake: 0.465 +(epoch: 104, iters: 18252, time: 0.286, data: 0.018) G_GAN: 4.962 G_L1: 5.591 D_real: 0.039 D_fake: 0.058 +(epoch: 104, iters: 18352, time: 0.661, data: 0.016) G_GAN: 3.389 G_L1: 3.478 D_real: 0.026 D_fake: 0.150 +(epoch: 104, iters: 18452, time: 0.300, data: 0.020) G_GAN: 2.540 G_L1: 3.246 D_real: 0.086 D_fake: 0.484 +(epoch: 104, iters: 18552, time: 0.302, data: 0.019) G_GAN: 3.235 G_L1: 2.529 D_real: 0.201 D_fake: 0.232 +(epoch: 104, iters: 18652, time: 0.299, data: 0.018) G_GAN: 4.526 G_L1: 3.384 D_real: 0.219 D_fake: 0.023 +(epoch: 104, iters: 18752, time: 0.413, data: 0.018) G_GAN: 3.445 G_L1: 4.393 D_real: 0.009 D_fake: 0.115 +(epoch: 104, iters: 18852, time: 0.295, data: 0.017) G_GAN: 3.760 G_L1: 3.772 D_real: 0.064 D_fake: 0.161 +(epoch: 104, iters: 18952, time: 0.297, data: 0.020) G_GAN: 3.961 G_L1: 3.328 D_real: 0.018 D_fake: 0.062 +(epoch: 104, iters: 19052, time: 0.292, data: 0.018) G_GAN: 4.085 G_L1: 3.236 D_real: 0.003 D_fake: 0.128 +(epoch: 104, iters: 19152, time: 0.391, data: 0.019) G_GAN: 3.023 G_L1: 3.074 D_real: 0.121 D_fake: 0.349 +(epoch: 104, iters: 19252, time: 0.292, data: 0.017) G_GAN: 4.989 G_L1: 5.497 D_real: 0.015 D_fake: 0.037 +(epoch: 104, iters: 19352, time: 0.292, data: 0.019) G_GAN: 5.234 G_L1: 3.263 D_real: 0.144 D_fake: 0.150 +(epoch: 104, iters: 19452, time: 0.301, data: 0.018) G_GAN: 4.308 G_L1: 4.368 D_real: 0.196 D_fake: 0.085 +(epoch: 104, iters: 19552, time: 0.419, data: 0.020) G_GAN: 4.701 G_L1: 2.755 D_real: 0.086 D_fake: 0.026 +(epoch: 104, iters: 19652, time: 0.296, data: 0.019) G_GAN: 4.362 G_L1: 4.091 D_real: 0.066 D_fake: 0.062 +(epoch: 104, iters: 19752, time: 0.303, data: 0.018) G_GAN: 2.889 G_L1: 4.482 D_real: 0.036 D_fake: 0.160 +(epoch: 104, iters: 19852, time: 0.290, data: 0.019) G_GAN: 5.281 G_L1: 4.544 D_real: 0.024 D_fake: 0.020 +(epoch: 104, iters: 19952, time: 0.422, data: 0.018) G_GAN: 4.748 G_L1: 3.076 D_real: 0.255 D_fake: 0.023 +(epoch: 104, iters: 20052, time: 0.300, data: 0.019) G_GAN: 3.503 G_L1: 4.646 D_real: 0.100 D_fake: 0.114 +(epoch: 104, iters: 20152, time: 0.300, data: 0.019) G_GAN: 4.544 G_L1: 3.428 D_real: 0.045 D_fake: 0.026 +(epoch: 104, iters: 20252, time: 0.293, data: 0.021) G_GAN: 5.576 G_L1: 3.923 D_real: 0.112 D_fake: 0.025 +(epoch: 104, iters: 20352, time: 0.656, data: 0.020) G_GAN: 5.235 G_L1: 4.405 D_real: 0.028 D_fake: 0.025 +(epoch: 104, iters: 20452, time: 0.296, data: 0.020) G_GAN: 4.638 G_L1: 3.346 D_real: 0.048 D_fake: 0.055 +(epoch: 104, iters: 20552, time: 0.295, data: 0.020) G_GAN: 4.073 G_L1: 3.370 D_real: 0.045 D_fake: 0.290 +(epoch: 104, iters: 20652, time: 0.294, data: 0.018) G_GAN: 5.336 G_L1: 3.871 D_real: 0.078 D_fake: 0.010 +(epoch: 104, iters: 20752, time: 0.410, data: 0.020) G_GAN: 3.357 G_L1: 4.302 D_real: 0.147 D_fake: 0.081 +(epoch: 104, iters: 20852, time: 0.277, data: 0.017) G_GAN: 4.787 G_L1: 3.085 D_real: 0.045 D_fake: 0.021 +(epoch: 104, iters: 20952, time: 0.286, data: 0.019) G_GAN: 4.659 G_L1: 4.925 D_real: 0.101 D_fake: 0.060 +(epoch: 104, iters: 21052, time: 0.303, data: 0.019) G_GAN: 2.803 G_L1: 5.524 D_real: 0.005 D_fake: 0.523 +(epoch: 104, iters: 21152, time: 0.404, data: 0.020) G_GAN: 4.715 G_L1: 5.612 D_real: 0.016 D_fake: 0.023 +(epoch: 104, iters: 21252, time: 0.293, data: 0.020) G_GAN: 6.203 G_L1: 3.709 D_real: 0.393 D_fake: 0.012 +(epoch: 104, iters: 21352, time: 0.296, data: 0.023) G_GAN: 3.205 G_L1: 3.525 D_real: 0.151 D_fake: 0.165 +(epoch: 104, iters: 21452, time: 0.286, data: 0.020) G_GAN: 5.589 G_L1: 4.417 D_real: 0.000 D_fake: 0.037 +(epoch: 104, iters: 21552, time: 0.409, data: 0.018) G_GAN: 4.649 G_L1: 2.560 D_real: 0.149 D_fake: 0.087 +(epoch: 104, iters: 21652, time: 0.296, data: 0.017) G_GAN: 4.547 G_L1: 3.746 D_real: 0.026 D_fake: 0.040 +(epoch: 104, iters: 21752, time: 0.296, data: 0.021) G_GAN: 6.156 G_L1: 5.236 D_real: 0.074 D_fake: 0.017 +(epoch: 104, iters: 21852, time: 0.295, data: 0.018) G_GAN: 4.193 G_L1: 3.608 D_real: 0.382 D_fake: 0.165 +(epoch: 104, iters: 21952, time: 0.415, data: 0.020) G_GAN: 4.269 G_L1: 3.958 D_real: 0.038 D_fake: 0.088 +(epoch: 104, iters: 22052, time: 0.289, data: 0.021) G_GAN: 5.847 G_L1: 4.112 D_real: 0.014 D_fake: 0.035 +(epoch: 104, iters: 22152, time: 0.290, data: 0.021) G_GAN: 4.859 G_L1: 4.524 D_real: 0.060 D_fake: 0.086 +(epoch: 104, iters: 22252, time: 0.278, data: 0.018) G_GAN: 4.735 G_L1: 5.514 D_real: 0.134 D_fake: 0.211 +(epoch: 104, iters: 22352, time: 0.663, data: 0.018) G_GAN: 5.359 G_L1: 4.247 D_real: 0.010 D_fake: 0.020 +(epoch: 104, iters: 22452, time: 0.292, data: 0.019) G_GAN: 4.425 G_L1: 3.941 D_real: 0.483 D_fake: 0.029 +(epoch: 104, iters: 22552, time: 0.277, data: 0.019) G_GAN: 4.182 G_L1: 4.358 D_real: 0.044 D_fake: 0.043 +(epoch: 104, iters: 22652, time: 0.303, data: 0.022) G_GAN: 3.469 G_L1: 3.181 D_real: 0.110 D_fake: 0.261 +(epoch: 104, iters: 22752, time: 0.409, data: 0.020) G_GAN: 4.801 G_L1: 3.031 D_real: 0.088 D_fake: 0.021 +(epoch: 104, iters: 22852, time: 0.297, data: 0.020) G_GAN: 5.247 G_L1: 2.699 D_real: 0.065 D_fake: 0.042 +(epoch: 104, iters: 22952, time: 0.293, data: 0.020) G_GAN: 4.178 G_L1: 3.737 D_real: 0.078 D_fake: 0.210 +(epoch: 104, iters: 23052, time: 0.297, data: 0.022) G_GAN: 3.515 G_L1: 4.078 D_real: 0.088 D_fake: 0.132 +(epoch: 104, iters: 23152, time: 0.380, data: 0.020) G_GAN: 3.772 G_L1: 3.463 D_real: 0.080 D_fake: 0.265 +(epoch: 104, iters: 23252, time: 0.307, data: 0.020) G_GAN: 4.406 G_L1: 3.751 D_real: 0.124 D_fake: 0.076 +(epoch: 104, iters: 23352, time: 0.287, data: 0.019) G_GAN: 6.440 G_L1: 4.707 D_real: 0.035 D_fake: 0.013 +(epoch: 104, iters: 23452, time: 0.294, data: 0.019) G_GAN: 3.705 G_L1: 2.674 D_real: 0.148 D_fake: 0.053 +(epoch: 104, iters: 23552, time: 0.411, data: 0.017) G_GAN: 6.811 G_L1: 3.584 D_real: 0.038 D_fake: 0.007 +(epoch: 104, iters: 23652, time: 0.299, data: 0.020) G_GAN: 4.373 G_L1: 3.998 D_real: 0.028 D_fake: 0.036 +(epoch: 104, iters: 23752, time: 0.298, data: 0.020) G_GAN: 4.982 G_L1: 4.855 D_real: 0.003 D_fake: 0.122 +(epoch: 104, iters: 23852, time: 0.285, data: 0.020) G_GAN: 4.255 G_L1: 3.336 D_real: 0.015 D_fake: 0.126 +(epoch: 104, iters: 23952, time: 0.425, data: 0.018) G_GAN: 6.526 G_L1: 6.090 D_real: 0.010 D_fake: 0.031 +(epoch: 104, iters: 24052, time: 0.304, data: 0.022) G_GAN: 4.102 G_L1: 4.018 D_real: 0.070 D_fake: 0.136 +(epoch: 104, iters: 24152, time: 0.297, data: 0.019) G_GAN: 6.450 G_L1: 4.607 D_real: 0.087 D_fake: 1.036 +(epoch: 104, iters: 24252, time: 0.294, data: 0.020) G_GAN: 3.099 G_L1: 5.310 D_real: 0.015 D_fake: 0.252 +(epoch: 104, iters: 24352, time: 0.606, data: 0.017) G_GAN: 5.099 G_L1: 3.900 D_real: 0.505 D_fake: 0.050 +(epoch: 104, iters: 24452, time: 0.299, data: 0.017) G_GAN: 5.335 G_L1: 2.726 D_real: 0.090 D_fake: 0.079 +(epoch: 104, iters: 24552, time: 0.294, data: 0.019) G_GAN: 7.343 G_L1: 3.844 D_real: 0.000 D_fake: 0.011 +(epoch: 104, iters: 24652, time: 0.296, data: 0.018) G_GAN: 5.353 G_L1: 4.632 D_real: 0.009 D_fake: 0.030 +(epoch: 104, iters: 24752, time: 0.375, data: 0.019) G_GAN: 4.986 G_L1: 3.556 D_real: 0.053 D_fake: 0.035 +(epoch: 104, iters: 24852, time: 0.299, data: 0.017) G_GAN: 3.669 G_L1: 4.207 D_real: 0.001 D_fake: 0.127 +(epoch: 104, iters: 24952, time: 0.297, data: 0.019) G_GAN: 4.964 G_L1: 4.740 D_real: 0.000 D_fake: 0.203 +(epoch: 104, iters: 25052, time: 0.298, data: 0.018) G_GAN: 4.235 G_L1: 3.490 D_real: 0.203 D_fake: 0.030 +(epoch: 104, iters: 25152, time: 0.342, data: 0.018) G_GAN: 3.155 G_L1: 5.013 D_real: 0.414 D_fake: 0.103 +(epoch: 104, iters: 25252, time: 0.306, data: 0.020) G_GAN: 5.911 G_L1: 4.398 D_real: 0.030 D_fake: 0.060 +(epoch: 104, iters: 25352, time: 0.302, data: 0.019) G_GAN: 4.675 G_L1: 4.456 D_real: 0.129 D_fake: 0.053 +(epoch: 104, iters: 25452, time: 0.301, data: 0.018) G_GAN: 4.503 G_L1: 3.397 D_real: 0.173 D_fake: 0.030 +(epoch: 104, iters: 25552, time: 0.404, data: 0.019) G_GAN: 4.590 G_L1: 3.780 D_real: 0.197 D_fake: 0.030 +(epoch: 104, iters: 25652, time: 0.302, data: 0.017) G_GAN: 4.330 G_L1: 3.231 D_real: 0.158 D_fake: 0.076 +(epoch: 104, iters: 25752, time: 0.291, data: 0.019) G_GAN: 4.633 G_L1: 5.163 D_real: 0.054 D_fake: 0.031 +(epoch: 104, iters: 25852, time: 0.300, data: 0.018) G_GAN: 3.608 G_L1: 2.807 D_real: 0.061 D_fake: 0.106 +(epoch: 104, iters: 25952, time: 0.418, data: 0.021) G_GAN: 5.442 G_L1: 7.863 D_real: 0.009 D_fake: 0.018 +(epoch: 104, iters: 26052, time: 0.289, data: 0.018) G_GAN: 6.174 G_L1: 5.169 D_real: 0.002 D_fake: 0.018 +(epoch: 104, iters: 26152, time: 0.292, data: 0.021) G_GAN: 4.781 G_L1: 4.433 D_real: 0.021 D_fake: 0.030 +(epoch: 104, iters: 26252, time: 0.305, data: 0.018) G_GAN: 5.647 G_L1: 6.056 D_real: 0.096 D_fake: 0.232 +(epoch: 104, iters: 26352, time: 0.587, data: 0.020) G_GAN: 4.342 G_L1: 3.618 D_real: 0.000 D_fake: 0.060 +(epoch: 104, iters: 26452, time: 0.292, data: 0.019) G_GAN: 2.859 G_L1: 3.684 D_real: 0.007 D_fake: 0.462 +(epoch: 104, iters: 26552, time: 0.297, data: 0.019) G_GAN: 5.076 G_L1: 3.570 D_real: 0.046 D_fake: 0.024 +(epoch: 104, iters: 26652, time: 0.302, data: 0.019) G_GAN: 4.805 G_L1: 3.906 D_real: 0.032 D_fake: 0.066 +(epoch: 104, iters: 26752, time: 0.400, data: 0.020) G_GAN: 6.980 G_L1: 3.824 D_real: 0.021 D_fake: 0.018 +(epoch: 104, iters: 26852, time: 0.300, data: 0.018) G_GAN: 4.137 G_L1: 2.521 D_real: 0.084 D_fake: 0.047 +(epoch: 104, iters: 26952, time: 0.296, data: 0.018) G_GAN: 4.609 G_L1: 3.782 D_real: 0.048 D_fake: 0.141 +(epoch: 104, iters: 27052, time: 0.300, data: 0.020) G_GAN: 6.347 G_L1: 5.345 D_real: 0.005 D_fake: 0.030 +(epoch: 104, iters: 27152, time: 0.382, data: 0.020) G_GAN: 4.624 G_L1: 4.596 D_real: 0.252 D_fake: 0.087 +(epoch: 104, iters: 27252, time: 0.299, data: 0.020) G_GAN: 5.391 G_L1: 4.127 D_real: 0.008 D_fake: 0.021 +(epoch: 104, iters: 27352, time: 0.295, data: 0.021) G_GAN: 3.533 G_L1: 4.548 D_real: 0.017 D_fake: 0.193 +(epoch: 104, iters: 27452, time: 0.290, data: 0.016) G_GAN: 4.008 G_L1: 3.808 D_real: 0.012 D_fake: 0.084 +(epoch: 104, iters: 27552, time: 0.385, data: 0.019) G_GAN: 6.128 G_L1: 2.751 D_real: 0.000 D_fake: 0.027 +(epoch: 104, iters: 27652, time: 0.290, data: 0.018) G_GAN: 4.795 G_L1: 3.758 D_real: 0.001 D_fake: 0.126 +(epoch: 104, iters: 27752, time: 0.301, data: 0.019) G_GAN: 3.688 G_L1: 6.673 D_real: 0.068 D_fake: 0.105 +(epoch: 104, iters: 27852, time: 0.277, data: 0.019) G_GAN: 3.804 G_L1: 3.200 D_real: 0.157 D_fake: 0.055 +(epoch: 104, iters: 27952, time: 0.409, data: 0.016) G_GAN: 3.885 G_L1: 3.401 D_real: 0.063 D_fake: 0.074 +(epoch: 104, iters: 28052, time: 0.301, data: 0.018) G_GAN: 3.581 G_L1: 2.684 D_real: 0.074 D_fake: 0.107 +(epoch: 104, iters: 28152, time: 0.299, data: 0.019) G_GAN: 4.862 G_L1: 3.545 D_real: 0.711 D_fake: 0.025 +(epoch: 104, iters: 28252, time: 0.300, data: 0.022) G_GAN: 4.005 G_L1: 3.420 D_real: 0.010 D_fake: 0.093 +(epoch: 104, iters: 28352, time: 0.627, data: 0.020) G_GAN: 3.728 G_L1: 3.688 D_real: 0.021 D_fake: 0.068 +(epoch: 104, iters: 28452, time: 0.299, data: 0.020) G_GAN: 5.353 G_L1: 3.873 D_real: 0.037 D_fake: 0.046 +(epoch: 104, iters: 28552, time: 0.301, data: 0.018) G_GAN: 5.645 G_L1: 3.118 D_real: 0.007 D_fake: 0.014 +(epoch: 104, iters: 28652, time: 0.295, data: 0.020) G_GAN: 5.106 G_L1: 3.188 D_real: 0.238 D_fake: 0.102 +(epoch: 104, iters: 28752, time: 0.414, data: 0.019) G_GAN: 4.862 G_L1: 4.026 D_real: 0.439 D_fake: 0.046 +(epoch: 104, iters: 28852, time: 0.303, data: 0.018) G_GAN: 5.207 G_L1: 3.468 D_real: 0.259 D_fake: 0.014 +(epoch: 104, iters: 28952, time: 0.304, data: 0.029) G_GAN: 4.525 G_L1: 3.783 D_real: 0.063 D_fake: 0.051 +(epoch: 104, iters: 29052, time: 0.304, data: 0.020) G_GAN: 2.982 G_L1: 3.933 D_real: 0.382 D_fake: 0.102 +(epoch: 104, iters: 29152, time: 0.426, data: 0.020) G_GAN: 4.614 G_L1: 4.436 D_real: 0.010 D_fake: 0.055 +(epoch: 104, iters: 29252, time: 0.304, data: 0.020) G_GAN: 4.807 G_L1: 4.147 D_real: 0.010 D_fake: 0.030 +(epoch: 104, iters: 29352, time: 0.303, data: 0.019) G_GAN: 4.195 G_L1: 4.716 D_real: 0.183 D_fake: 0.032 +(epoch: 104, iters: 29452, time: 0.302, data: 0.020) G_GAN: 4.210 G_L1: 4.388 D_real: 0.295 D_fake: 0.050 +(epoch: 104, iters: 29552, time: 0.404, data: 0.020) G_GAN: 5.256 G_L1: 4.621 D_real: 0.017 D_fake: 0.022 +(epoch: 104, iters: 29652, time: 0.303, data: 0.018) G_GAN: 3.726 G_L1: 3.377 D_real: 0.149 D_fake: 0.055 +(epoch: 104, iters: 29752, time: 0.304, data: 0.019) G_GAN: 4.106 G_L1: 3.542 D_real: 0.123 D_fake: 0.056 +(epoch: 104, iters: 29852, time: 0.301, data: 0.019) G_GAN: 5.120 G_L1: 3.434 D_real: 0.020 D_fake: 0.061 +(epoch: 104, iters: 29952, time: 0.383, data: 0.020) G_GAN: 4.901 G_L1: 4.428 D_real: 0.060 D_fake: 0.032 +(epoch: 104, iters: 30052, time: 0.312, data: 0.019) G_GAN: 4.126 G_L1: 2.953 D_real: 0.047 D_fake: 0.113 +(epoch: 104, iters: 30152, time: 0.302, data: 0.022) G_GAN: 3.709 G_L1: 4.065 D_real: 0.045 D_fake: 0.223 +(epoch: 104, iters: 30252, time: 0.303, data: 0.020) G_GAN: 5.000 G_L1: 3.670 D_real: 1.051 D_fake: 0.023 +(epoch: 104, iters: 30352, time: 0.634, data: 0.019) G_GAN: 3.536 G_L1: 3.735 D_real: 0.026 D_fake: 0.109 +(epoch: 104, iters: 30452, time: 0.299, data: 0.020) G_GAN: 3.629 G_L1: 2.973 D_real: 0.035 D_fake: 0.189 +(epoch: 104, iters: 30552, time: 0.301, data: 0.020) G_GAN: 4.856 G_L1: 3.952 D_real: 0.121 D_fake: 0.027 +(epoch: 104, iters: 30652, time: 0.300, data: 0.021) G_GAN: 4.070 G_L1: 4.760 D_real: 0.006 D_fake: 0.069 +(epoch: 104, iters: 30752, time: 0.397, data: 0.021) G_GAN: 3.380 G_L1: 3.308 D_real: 0.054 D_fake: 0.130 +(epoch: 104, iters: 30852, time: 0.300, data: 0.019) G_GAN: 2.989 G_L1: 3.026 D_real: 0.048 D_fake: 0.297 +(epoch: 104, iters: 30952, time: 0.295, data: 0.019) G_GAN: 5.209 G_L1: 3.580 D_real: 0.082 D_fake: 0.345 +(epoch: 104, iters: 31052, time: 0.294, data: 0.017) G_GAN: 3.627 G_L1: 4.283 D_real: 0.582 D_fake: 0.226 +(epoch: 104, iters: 31152, time: 0.421, data: 0.022) G_GAN: 4.046 G_L1: 3.534 D_real: 0.390 D_fake: 0.100 +(epoch: 104, iters: 31252, time: 0.291, data: 0.018) G_GAN: 4.391 G_L1: 4.659 D_real: 0.044 D_fake: 0.148 +(epoch: 104, iters: 31352, time: 0.295, data: 0.018) G_GAN: 3.898 G_L1: 3.503 D_real: 0.153 D_fake: 0.156 +(epoch: 104, iters: 31452, time: 0.307, data: 0.020) G_GAN: 5.293 G_L1: 3.744 D_real: 0.169 D_fake: 0.028 +(epoch: 104, iters: 31552, time: 0.418, data: 0.022) G_GAN: 4.373 G_L1: 4.234 D_real: 0.119 D_fake: 0.133 +(epoch: 104, iters: 31652, time: 0.306, data: 0.023) G_GAN: 4.536 G_L1: 4.325 D_real: 0.522 D_fake: 0.029 +(epoch: 104, iters: 31752, time: 0.301, data: 0.020) G_GAN: 3.319 G_L1: 4.431 D_real: 0.895 D_fake: 0.137 +(epoch: 104, iters: 31852, time: 0.303, data: 0.020) G_GAN: 3.972 G_L1: 3.443 D_real: 0.021 D_fake: 0.058 +(epoch: 104, iters: 31952, time: 0.413, data: 0.020) G_GAN: 4.300 G_L1: 3.980 D_real: 0.002 D_fake: 0.062 +(epoch: 104, iters: 32052, time: 0.299, data: 0.018) G_GAN: 2.966 G_L1: 4.981 D_real: 0.321 D_fake: 0.139 +(epoch: 104, iters: 32152, time: 0.290, data: 0.021) G_GAN: 4.899 G_L1: 4.320 D_real: 0.014 D_fake: 0.023 +(epoch: 104, iters: 32252, time: 0.285, data: 0.019) G_GAN: 3.235 G_L1: 3.383 D_real: 0.147 D_fake: 0.173 +(epoch: 104, iters: 32352, time: 0.647, data: 0.018) G_GAN: 3.981 G_L1: 3.225 D_real: 0.027 D_fake: 0.418 +(epoch: 104, iters: 32452, time: 0.304, data: 0.018) G_GAN: 4.430 G_L1: 2.639 D_real: 0.199 D_fake: 0.060 +(epoch: 104, iters: 32552, time: 0.303, data: 0.021) G_GAN: 3.429 G_L1: 3.286 D_real: 0.041 D_fake: 0.088 +(epoch: 104, iters: 32652, time: 0.300, data: 0.019) G_GAN: 3.556 G_L1: 3.979 D_real: 0.012 D_fake: 0.129 +(epoch: 104, iters: 32752, time: 0.415, data: 0.019) G_GAN: 4.396 G_L1: 2.989 D_real: 0.089 D_fake: 0.044 +(epoch: 104, iters: 32852, time: 0.302, data: 0.020) G_GAN: 4.496 G_L1: 3.039 D_real: 0.093 D_fake: 0.040 +(epoch: 104, iters: 32952, time: 0.301, data: 0.019) G_GAN: 3.314 G_L1: 4.306 D_real: 0.037 D_fake: 0.339 +(epoch: 104, iters: 33052, time: 0.303, data: 0.019) G_GAN: 3.751 G_L1: 3.507 D_real: 0.112 D_fake: 0.251 +(epoch: 104, iters: 33152, time: 0.403, data: 0.019) G_GAN: 4.526 G_L1: 5.832 D_real: 0.028 D_fake: 0.147 +(epoch: 104, iters: 33252, time: 0.303, data: 0.021) G_GAN: 3.248 G_L1: 2.618 D_real: 0.186 D_fake: 0.174 +(epoch: 104, iters: 33352, time: 0.303, data: 0.020) G_GAN: 3.519 G_L1: 3.583 D_real: 0.181 D_fake: 0.074 +(epoch: 104, iters: 33452, time: 0.295, data: 0.020) G_GAN: 4.642 G_L1: 3.328 D_real: 0.205 D_fake: 0.024 +(epoch: 104, iters: 33552, time: 0.408, data: 0.017) G_GAN: 4.376 G_L1: 3.577 D_real: 0.042 D_fake: 0.085 +(epoch: 104, iters: 33652, time: 0.291, data: 0.018) G_GAN: 3.221 G_L1: 2.938 D_real: 0.287 D_fake: 0.189 +(epoch: 104, iters: 33752, time: 0.293, data: 0.019) G_GAN: 4.119 G_L1: 3.801 D_real: 0.013 D_fake: 0.227 +(epoch: 104, iters: 33852, time: 0.301, data: 0.018) G_GAN: 4.934 G_L1: 3.550 D_real: 0.041 D_fake: 0.028 +(epoch: 104, iters: 33952, time: 0.413, data: 0.019) G_GAN: 3.748 G_L1: 4.839 D_real: 0.004 D_fake: 0.156 +(epoch: 104, iters: 34052, time: 0.297, data: 0.019) G_GAN: 3.468 G_L1: 4.201 D_real: 0.061 D_fake: 0.206 +(epoch: 104, iters: 34152, time: 0.302, data: 0.020) G_GAN: 3.241 G_L1: 3.962 D_real: 0.066 D_fake: 0.179 +(epoch: 104, iters: 34252, time: 0.293, data: 0.019) G_GAN: 5.057 G_L1: 2.804 D_real: 0.002 D_fake: 0.022 +(epoch: 104, iters: 34352, time: 0.644, data: 0.018) G_GAN: 6.892 G_L1: 3.903 D_real: 0.088 D_fake: 0.029 +(epoch: 104, iters: 34452, time: 0.295, data: 0.020) G_GAN: 4.411 G_L1: 3.748 D_real: 0.249 D_fake: 0.027 +(epoch: 104, iters: 34552, time: 0.302, data: 0.017) G_GAN: 3.768 G_L1: 3.329 D_real: 0.021 D_fake: 0.096 +(epoch: 104, iters: 34652, time: 0.300, data: 0.019) G_GAN: 4.293 G_L1: 2.529 D_real: 0.155 D_fake: 0.084 +(epoch: 104, iters: 34752, time: 0.410, data: 0.020) G_GAN: 3.177 G_L1: 3.838 D_real: 0.171 D_fake: 0.277 +(epoch: 104, iters: 34852, time: 0.287, data: 0.020) G_GAN: 7.506 G_L1: 4.224 D_real: 0.016 D_fake: 0.007 +(epoch: 104, iters: 34952, time: 0.296, data: 0.020) G_GAN: 4.440 G_L1: 4.667 D_real: 0.065 D_fake: 0.070 +(epoch: 104, iters: 35052, time: 0.288, data: 0.019) G_GAN: 3.826 G_L1: 5.398 D_real: 0.053 D_fake: 0.115 +(epoch: 104, iters: 35152, time: 0.417, data: 0.027) G_GAN: 5.975 G_L1: 4.813 D_real: 0.250 D_fake: 0.008 +(epoch: 104, iters: 35252, time: 0.296, data: 0.017) G_GAN: 6.008 G_L1: 3.280 D_real: 0.032 D_fake: 0.022 +(epoch: 104, iters: 35352, time: 0.298, data: 0.020) G_GAN: 3.466 G_L1: 2.372 D_real: 0.171 D_fake: 0.084 +(epoch: 104, iters: 35452, time: 0.294, data: 0.016) G_GAN: 3.943 G_L1: 3.938 D_real: 0.038 D_fake: 0.113 +(epoch: 104, iters: 35552, time: 0.424, data: 0.019) G_GAN: 4.700 G_L1: 4.478 D_real: 0.362 D_fake: 0.025 +(epoch: 104, iters: 35652, time: 0.275, data: 0.019) G_GAN: 4.160 G_L1: 3.217 D_real: 0.644 D_fake: 0.038 +(epoch: 104, iters: 35752, time: 0.265, data: 0.017) G_GAN: 4.887 G_L1: 3.999 D_real: 0.293 D_fake: 0.025 +(epoch: 104, iters: 35852, time: 0.291, data: 0.015) G_GAN: 3.701 G_L1: 2.145 D_real: 0.162 D_fake: 0.110 +(epoch: 104, iters: 35952, time: 0.403, data: 0.018) G_GAN: 4.128 G_L1: 3.313 D_real: 0.660 D_fake: 0.040 +(epoch: 104, iters: 36052, time: 0.304, data: 0.017) G_GAN: 3.625 G_L1: 5.611 D_real: 0.147 D_fake: 0.130 +(epoch: 104, iters: 36152, time: 0.300, data: 0.020) G_GAN: 2.838 G_L1: 3.898 D_real: 0.019 D_fake: 0.485 +(epoch: 104, iters: 36252, time: 0.299, data: 0.019) G_GAN: 3.543 G_L1: 3.320 D_real: 0.116 D_fake: 0.071 +(epoch: 104, iters: 36352, time: 0.622, data: 0.019) G_GAN: 3.416 G_L1: 2.743 D_real: 0.031 D_fake: 0.241 +(epoch: 104, iters: 36452, time: 0.305, data: 0.019) G_GAN: 4.086 G_L1: 4.459 D_real: 0.011 D_fake: 0.126 +(epoch: 104, iters: 36552, time: 0.302, data: 0.020) G_GAN: 4.193 G_L1: 4.831 D_real: 0.139 D_fake: 0.067 +(epoch: 104, iters: 36652, time: 0.305, data: 0.021) G_GAN: 2.834 G_L1: 2.635 D_real: 0.194 D_fake: 0.186 +(epoch: 104, iters: 36752, time: 0.414, data: 0.020) G_GAN: 3.207 G_L1: 3.526 D_real: 0.134 D_fake: 0.137 +(epoch: 104, iters: 36852, time: 0.291, data: 0.019) G_GAN: 4.602 G_L1: 3.184 D_real: 0.008 D_fake: 0.092 +(epoch: 104, iters: 36952, time: 0.296, data: 0.018) G_GAN: 5.420 G_L1: 3.472 D_real: 0.101 D_fake: 0.040 +(epoch: 104, iters: 37052, time: 0.295, data: 0.019) G_GAN: 3.535 G_L1: 3.890 D_real: 0.045 D_fake: 0.145 +(epoch: 104, iters: 37152, time: 0.421, data: 0.018) G_GAN: 2.673 G_L1: 2.380 D_real: 0.246 D_fake: 0.312 +(epoch: 104, iters: 37252, time: 0.297, data: 0.021) G_GAN: 3.594 G_L1: 4.219 D_real: 0.051 D_fake: 0.404 +(epoch: 104, iters: 37352, time: 0.294, data: 0.021) G_GAN: 4.867 G_L1: 4.537 D_real: 0.009 D_fake: 0.040 +(epoch: 104, iters: 37452, time: 0.298, data: 0.017) G_GAN: 5.887 G_L1: 4.269 D_real: 0.056 D_fake: 0.071 +(epoch: 104, iters: 37552, time: 0.424, data: 0.021) G_GAN: 4.203 G_L1: 3.978 D_real: 0.064 D_fake: 0.112 +(epoch: 104, iters: 37652, time: 0.295, data: 0.018) G_GAN: 4.582 G_L1: 5.196 D_real: 0.002 D_fake: 0.068 +(epoch: 104, iters: 37752, time: 0.300, data: 0.020) G_GAN: 3.491 G_L1: 3.830 D_real: 0.142 D_fake: 0.196 +(epoch: 104, iters: 37852, time: 0.287, data: 0.019) G_GAN: 2.670 G_L1: 2.463 D_real: 0.250 D_fake: 0.375 +(epoch: 104, iters: 37952, time: 0.419, data: 0.018) G_GAN: 3.474 G_L1: 4.325 D_real: 0.083 D_fake: 0.111 +(epoch: 104, iters: 38052, time: 0.299, data: 0.020) G_GAN: 3.119 G_L1: 2.565 D_real: 0.084 D_fake: 0.157 +(epoch: 104, iters: 38152, time: 0.301, data: 0.019) G_GAN: 3.513 G_L1: 3.021 D_real: 0.374 D_fake: 0.045 +(epoch: 104, iters: 38252, time: 0.301, data: 0.019) G_GAN: 3.384 G_L1: 3.607 D_real: 0.930 D_fake: 0.043 +(epoch: 104, iters: 38352, time: 0.642, data: 0.020) G_GAN: 4.517 G_L1: 3.375 D_real: 0.003 D_fake: 0.029 +(epoch: 104, iters: 38452, time: 0.298, data: 0.020) G_GAN: 3.614 G_L1: 3.531 D_real: 0.144 D_fake: 0.152 +(epoch: 104, iters: 38552, time: 0.285, data: 0.020) G_GAN: 3.586 G_L1: 3.355 D_real: 0.026 D_fake: 0.162 +(epoch: 104, iters: 38652, time: 0.288, data: 0.018) G_GAN: 3.888 G_L1: 4.117 D_real: 0.023 D_fake: 0.151 +(epoch: 104, iters: 38752, time: 0.383, data: 0.018) G_GAN: 5.117 G_L1: 3.535 D_real: 0.112 D_fake: 0.028 +(epoch: 104, iters: 38852, time: 0.296, data: 0.020) G_GAN: 4.148 G_L1: 3.813 D_real: 0.614 D_fake: 0.039 +(epoch: 104, iters: 38952, time: 0.303, data: 0.018) G_GAN: 4.783 G_L1: 3.282 D_real: 0.045 D_fake: 0.036 +(epoch: 104, iters: 39052, time: 0.300, data: 0.019) G_GAN: 6.618 G_L1: 2.496 D_real: 0.057 D_fake: 0.025 +(epoch: 104, iters: 39152, time: 0.409, data: 0.021) G_GAN: 6.537 G_L1: 4.258 D_real: 0.264 D_fake: 0.005 +(epoch: 104, iters: 39252, time: 0.290, data: 0.020) G_GAN: 6.033 G_L1: 3.630 D_real: 0.063 D_fake: 0.064 +(epoch: 104, iters: 39352, time: 0.299, data: 0.020) G_GAN: 6.518 G_L1: 6.097 D_real: 0.002 D_fake: 0.026 +(epoch: 104, iters: 39452, time: 0.301, data: 0.020) G_GAN: 5.258 G_L1: 6.200 D_real: 0.026 D_fake: 0.025 +(epoch: 104, iters: 39552, time: 0.376, data: 0.019) G_GAN: 5.901 G_L1: 4.012 D_real: 0.065 D_fake: 0.026 +(epoch: 104, iters: 39652, time: 0.304, data: 0.019) G_GAN: 6.458 G_L1: 6.682 D_real: 0.016 D_fake: 0.014 +(epoch: 104, iters: 39752, time: 0.303, data: 0.021) G_GAN: 4.776 G_L1: 4.095 D_real: 0.107 D_fake: 0.027 +(epoch: 104, iters: 39852, time: 0.302, data: 0.020) G_GAN: 3.861 G_L1: 3.578 D_real: 0.091 D_fake: 0.077 +(epoch: 104, iters: 39952, time: 0.426, data: 0.020) G_GAN: 3.341 G_L1: 4.998 D_real: 0.006 D_fake: 0.275 +(epoch: 104, iters: 40052, time: 0.298, data: 0.018) G_GAN: 3.815 G_L1: 4.083 D_real: 0.032 D_fake: 0.125 +(epoch: 104, iters: 40152, time: 0.305, data: 0.018) G_GAN: 5.185 G_L1: 3.806 D_real: 0.218 D_fake: 0.041 +(epoch: 104, iters: 40252, time: 0.304, data: 0.019) G_GAN: 3.571 G_L1: 4.349 D_real: 0.018 D_fake: 0.090 +(epoch: 104, iters: 40352, time: 0.667, data: 0.018) G_GAN: 4.201 G_L1: 4.066 D_real: 0.300 D_fake: 0.089 +(epoch: 104, iters: 40452, time: 0.307, data: 0.020) G_GAN: 6.428 G_L1: 3.778 D_real: 0.143 D_fake: 0.008 +(epoch: 104, iters: 40552, time: 0.300, data: 0.020) G_GAN: 5.632 G_L1: 3.977 D_real: 0.283 D_fake: 0.021 +(epoch: 104, iters: 40652, time: 0.300, data: 0.022) G_GAN: 5.293 G_L1: 3.287 D_real: 0.292 D_fake: 0.017 +(epoch: 104, iters: 40752, time: 0.410, data: 0.017) G_GAN: 3.883 G_L1: 2.796 D_real: 0.004 D_fake: 0.069 +(epoch: 104, iters: 40852, time: 0.298, data: 0.019) G_GAN: 6.394 G_L1: 3.452 D_real: 0.101 D_fake: 0.021 +(epoch: 104, iters: 40952, time: 0.299, data: 0.020) G_GAN: 4.412 G_L1: 4.504 D_real: 0.068 D_fake: 0.058 +(epoch: 104, iters: 41052, time: 0.302, data: 0.018) G_GAN: 3.801 G_L1: 5.215 D_real: 0.305 D_fake: 0.064 +(epoch: 104, iters: 41152, time: 0.414, data: 0.020) G_GAN: 3.804 G_L1: 10.048 D_real: 0.083 D_fake: 0.098 +(epoch: 104, iters: 41252, time: 0.297, data: 0.020) G_GAN: 2.744 G_L1: 2.963 D_real: 0.059 D_fake: 0.225 +(epoch: 104, iters: 41352, time: 0.291, data: 0.021) G_GAN: 4.099 G_L1: 3.776 D_real: 0.083 D_fake: 0.092 +(epoch: 104, iters: 41452, time: 0.296, data: 0.018) G_GAN: 3.874 G_L1: 3.506 D_real: 0.179 D_fake: 0.252 +(epoch: 104, iters: 41552, time: 0.421, data: 0.018) G_GAN: 4.929 G_L1: 6.202 D_real: 0.029 D_fake: 0.043 +(epoch: 104, iters: 41652, time: 0.301, data: 0.019) G_GAN: 6.882 G_L1: 4.700 D_real: 0.297 D_fake: 0.009 +(epoch: 104, iters: 41752, time: 0.300, data: 0.021) G_GAN: 3.391 G_L1: 3.237 D_real: 0.441 D_fake: 0.106 +(epoch: 104, iters: 41852, time: 0.303, data: 0.022) G_GAN: 4.979 G_L1: 4.285 D_real: 0.043 D_fake: 0.037 +(epoch: 104, iters: 41952, time: 0.378, data: 0.020) G_GAN: 3.235 G_L1: 3.916 D_real: 0.041 D_fake: 0.221 +(epoch: 104, iters: 42052, time: 0.302, data: 0.030) G_GAN: 4.847 G_L1: 4.132 D_real: 0.358 D_fake: 0.023 +(epoch: 104, iters: 42152, time: 0.293, data: 0.019) G_GAN: 5.776 G_L1: 3.978 D_real: 0.005 D_fake: 0.012 +(epoch: 104, iters: 42252, time: 0.296, data: 0.018) G_GAN: 4.514 G_L1: 3.768 D_real: 0.027 D_fake: 0.064 +(epoch: 104, iters: 42352, time: 0.636, data: 0.020) G_GAN: 3.488 G_L1: 3.865 D_real: 0.108 D_fake: 0.154 +(epoch: 104, iters: 42452, time: 0.298, data: 0.017) G_GAN: 6.489 G_L1: 4.110 D_real: 0.244 D_fake: 0.006 +(epoch: 104, iters: 42552, time: 0.288, data: 0.020) G_GAN: 4.143 G_L1: 3.739 D_real: 0.000 D_fake: 0.079 +(epoch: 104, iters: 42652, time: 0.291, data: 0.020) G_GAN: 4.313 G_L1: 4.093 D_real: 0.699 D_fake: 0.146 +(epoch: 104, iters: 42752, time: 0.392, data: 0.021) G_GAN: 5.380 G_L1: 2.393 D_real: 0.040 D_fake: 0.018 +(epoch: 104, iters: 42852, time: 0.292, data: 0.018) G_GAN: 3.558 G_L1: 8.836 D_real: 0.024 D_fake: 0.139 +(epoch: 104, iters: 42952, time: 0.302, data: 0.020) G_GAN: 4.589 G_L1: 3.983 D_real: 0.001 D_fake: 0.147 +(epoch: 104, iters: 43052, time: 0.290, data: 0.019) G_GAN: 5.495 G_L1: 3.946 D_real: 0.036 D_fake: 0.089 +(epoch: 104, iters: 43152, time: 0.414, data: 0.018) G_GAN: 4.403 G_L1: 6.683 D_real: 0.033 D_fake: 0.046 +(epoch: 104, iters: 43252, time: 0.300, data: 0.022) G_GAN: 5.274 G_L1: 3.475 D_real: 0.017 D_fake: 0.017 +(epoch: 104, iters: 43352, time: 0.304, data: 0.019) G_GAN: 5.118 G_L1: 10.348 D_real: 0.025 D_fake: 0.365 +(epoch: 104, iters: 43452, time: 0.298, data: 0.019) G_GAN: 6.448 G_L1: 3.513 D_real: 0.005 D_fake: 0.013 +(epoch: 104, iters: 43552, time: 0.391, data: 0.020) G_GAN: 7.941 G_L1: 6.034 D_real: 0.003 D_fake: 0.004 +(epoch: 104, iters: 43652, time: 0.293, data: 0.019) G_GAN: 5.592 G_L1: 4.609 D_real: 0.000 D_fake: 0.016 +(epoch: 104, iters: 43752, time: 0.294, data: 0.019) G_GAN: 5.989 G_L1: 4.189 D_real: 0.029 D_fake: 0.016 +(epoch: 104, iters: 43852, time: 0.294, data: 0.017) G_GAN: 4.886 G_L1: 3.069 D_real: 0.028 D_fake: 0.019 +(epoch: 104, iters: 43952, time: 0.410, data: 0.022) G_GAN: 5.182 G_L1: 4.012 D_real: 0.010 D_fake: 0.049 +(epoch: 104, iters: 44052, time: 0.296, data: 0.017) G_GAN: 5.418 G_L1: 2.306 D_real: 0.007 D_fake: 0.043 +(epoch: 104, iters: 44152, time: 0.293, data: 0.022) G_GAN: 5.608 G_L1: 2.718 D_real: 0.011 D_fake: 0.030 +(epoch: 104, iters: 44252, time: 0.285, data: 0.018) G_GAN: 4.191 G_L1: 5.027 D_real: 0.019 D_fake: 0.117 +(epoch: 104, iters: 44352, time: 0.619, data: 0.017) G_GAN: 5.548 G_L1: 3.858 D_real: 0.077 D_fake: 0.057 +(epoch: 104, iters: 44452, time: 0.295, data: 0.019) G_GAN: 5.437 G_L1: 4.517 D_real: 0.069 D_fake: 0.013 +(epoch: 104, iters: 44552, time: 0.283, data: 0.018) G_GAN: 4.526 G_L1: 6.566 D_real: 0.001 D_fake: 0.040 +(epoch: 104, iters: 44652, time: 0.281, data: 0.018) G_GAN: 5.128 G_L1: 3.094 D_real: 0.153 D_fake: 0.030 +(epoch: 104, iters: 44752, time: 0.412, data: 0.017) G_GAN: 5.581 G_L1: 4.651 D_real: 0.152 D_fake: 0.010 +(epoch: 104, iters: 44852, time: 0.307, data: 0.018) G_GAN: 5.008 G_L1: 4.401 D_real: 0.012 D_fake: 0.050 +(epoch: 104, iters: 44952, time: 0.294, data: 0.023) G_GAN: 4.835 G_L1: 4.404 D_real: 0.074 D_fake: 0.024 +(epoch: 104, iters: 45052, time: 0.287, data: 0.019) G_GAN: 6.109 G_L1: 4.541 D_real: 0.011 D_fake: 0.069 +(epoch: 104, iters: 45152, time: 0.425, data: 0.023) G_GAN: 4.305 G_L1: 4.840 D_real: 0.029 D_fake: 0.062 +(epoch: 104, iters: 45252, time: 0.287, data: 0.019) G_GAN: 4.061 G_L1: 3.693 D_real: 0.091 D_fake: 0.053 +(epoch: 104, iters: 45352, time: 0.294, data: 0.017) G_GAN: 5.301 G_L1: 3.214 D_real: 0.005 D_fake: 0.017 +(epoch: 104, iters: 45452, time: 0.292, data: 0.017) G_GAN: 2.453 G_L1: 4.352 D_real: 0.342 D_fake: 0.150 +(epoch: 104, iters: 45552, time: 0.410, data: 0.020) G_GAN: 4.654 G_L1: 3.132 D_real: 0.954 D_fake: 0.044 +(epoch: 104, iters: 45652, time: 0.282, data: 0.017) G_GAN: 4.696 G_L1: 3.075 D_real: 0.015 D_fake: 0.020 +(epoch: 104, iters: 45752, time: 0.298, data: 0.018) G_GAN: 3.266 G_L1: 3.311 D_real: 0.060 D_fake: 0.109 +(epoch: 104, iters: 45852, time: 0.300, data: 0.018) G_GAN: 4.562 G_L1: 3.112 D_real: 0.088 D_fake: 0.094 +(epoch: 104, iters: 45952, time: 0.426, data: 0.021) G_GAN: 5.191 G_L1: 5.276 D_real: 0.000 D_fake: 0.056 +(epoch: 104, iters: 46052, time: 0.295, data: 0.018) G_GAN: 5.929 G_L1: 2.533 D_real: 0.361 D_fake: 0.008 +(epoch: 104, iters: 46152, time: 0.300, data: 0.020) G_GAN: 3.989 G_L1: 3.407 D_real: 0.065 D_fake: 0.126 +(epoch: 104, iters: 46252, time: 0.288, data: 0.021) G_GAN: 4.479 G_L1: 3.858 D_real: 0.060 D_fake: 0.148 +(epoch: 104, iters: 46352, time: 0.627, data: 0.017) G_GAN: 3.814 G_L1: 3.164 D_real: 0.266 D_fake: 0.130 +(epoch: 104, iters: 46452, time: 0.291, data: 0.017) G_GAN: 4.539 G_L1: 3.535 D_real: 0.095 D_fake: 0.041 +(epoch: 104, iters: 46552, time: 0.298, data: 0.018) G_GAN: 5.313 G_L1: 4.473 D_real: 0.009 D_fake: 0.018 +(epoch: 104, iters: 46652, time: 0.287, data: 0.022) G_GAN: 5.111 G_L1: 2.835 D_real: 0.035 D_fake: 0.029 +(epoch: 104, iters: 46752, time: 0.405, data: 0.017) G_GAN: 2.915 G_L1: 4.560 D_real: 0.117 D_fake: 0.422 +(epoch: 104, iters: 46852, time: 0.301, data: 0.019) G_GAN: 3.969 G_L1: 6.952 D_real: 0.020 D_fake: 0.119 +(epoch: 104, iters: 46952, time: 0.296, data: 0.018) G_GAN: 5.155 G_L1: 3.417 D_real: 0.079 D_fake: 0.077 +(epoch: 104, iters: 47052, time: 0.297, data: 0.019) G_GAN: 5.335 G_L1: 4.342 D_real: 0.018 D_fake: 0.023 +(epoch: 104, iters: 47152, time: 0.371, data: 0.018) G_GAN: 5.924 G_L1: 4.601 D_real: 0.005 D_fake: 0.013 +(epoch: 104, iters: 47252, time: 0.267, data: 0.017) G_GAN: 5.430 G_L1: 4.266 D_real: 0.124 D_fake: 0.012 +(epoch: 104, iters: 47352, time: 0.295, data: 0.016) G_GAN: 5.357 G_L1: 3.468 D_real: 0.002 D_fake: 0.066 +(epoch: 104, iters: 47452, time: 0.284, data: 0.019) G_GAN: 5.444 G_L1: 3.669 D_real: 0.009 D_fake: 0.031 +(epoch: 104, iters: 47552, time: 0.423, data: 0.019) G_GAN: 5.047 G_L1: 5.314 D_real: 0.016 D_fake: 0.079 +(epoch: 104, iters: 47652, time: 0.288, data: 0.020) G_GAN: 6.474 G_L1: 5.459 D_real: 0.008 D_fake: 0.012 +(epoch: 104, iters: 47752, time: 0.289, data: 0.017) G_GAN: 4.616 G_L1: 3.352 D_real: 0.006 D_fake: 0.047 +(epoch: 104, iters: 47852, time: 0.296, data: 0.018) G_GAN: 5.923 G_L1: 2.699 D_real: 0.018 D_fake: 0.021 +(epoch: 104, iters: 47952, time: 0.392, data: 0.018) G_GAN: 4.661 G_L1: 4.265 D_real: 0.081 D_fake: 0.048 +(epoch: 104, iters: 48052, time: 0.279, data: 0.021) G_GAN: 5.264 G_L1: 5.898 D_real: 0.009 D_fake: 0.040 +(epoch: 104, iters: 48152, time: 0.295, data: 0.016) G_GAN: 5.077 G_L1: 2.716 D_real: 0.000 D_fake: 0.068 +(epoch: 104, iters: 48252, time: 0.291, data: 0.019) G_GAN: 5.240 G_L1: 3.732 D_real: 0.006 D_fake: 0.023 +(epoch: 104, iters: 48352, time: 0.652, data: 0.019) G_GAN: 5.222 G_L1: 5.182 D_real: 0.031 D_fake: 0.395 +(epoch: 104, iters: 48452, time: 0.298, data: 0.019) G_GAN: 6.441 G_L1: 4.763 D_real: 0.005 D_fake: 0.010 +(epoch: 104, iters: 48552, time: 0.299, data: 0.019) G_GAN: 7.805 G_L1: 3.870 D_real: 0.000 D_fake: 0.007 +(epoch: 104, iters: 48652, time: 0.299, data: 0.020) G_GAN: 4.365 G_L1: 3.990 D_real: 0.001 D_fake: 0.219 +(epoch: 104, iters: 48752, time: 0.417, data: 0.020) G_GAN: 4.353 G_L1: 4.046 D_real: 0.006 D_fake: 0.100 +(epoch: 104, iters: 48852, time: 0.300, data: 0.019) G_GAN: 3.943 G_L1: 2.794 D_real: 0.063 D_fake: 0.056 +(epoch: 104, iters: 48952, time: 0.300, data: 0.020) G_GAN: 4.695 G_L1: 3.972 D_real: 0.003 D_fake: 0.171 +(epoch: 104, iters: 49052, time: 0.305, data: 0.019) G_GAN: 3.940 G_L1: 2.872 D_real: 0.210 D_fake: 0.138 +(epoch: 104, iters: 49152, time: 0.406, data: 0.019) G_GAN: 5.719 G_L1: 4.328 D_real: 0.030 D_fake: 0.017 +(epoch: 104, iters: 49252, time: 0.297, data: 0.019) G_GAN: 4.281 G_L1: 3.950 D_real: 0.108 D_fake: 0.349 +(epoch: 104, iters: 49352, time: 0.302, data: 0.020) G_GAN: 6.231 G_L1: 8.833 D_real: 0.041 D_fake: 0.028 +(epoch: 104, iters: 49452, time: 0.301, data: 0.018) G_GAN: 2.981 G_L1: 3.365 D_real: 0.325 D_fake: 0.142 +(epoch: 104, iters: 49552, time: 0.420, data: 0.020) G_GAN: 4.346 G_L1: 4.800 D_real: 0.001 D_fake: 0.090 +(epoch: 104, iters: 49652, time: 0.303, data: 0.019) G_GAN: 4.761 G_L1: 3.986 D_real: 0.119 D_fake: 0.059 +(epoch: 104, iters: 49752, time: 0.294, data: 0.021) G_GAN: 5.114 G_L1: 8.153 D_real: 0.069 D_fake: 0.036 +(epoch: 104, iters: 49852, time: 0.307, data: 0.019) G_GAN: 4.732 G_L1: 2.846 D_real: 0.032 D_fake: 0.140 +(epoch: 104, iters: 49952, time: 0.406, data: 0.021) G_GAN: 5.527 G_L1: 4.546 D_real: 0.036 D_fake: 0.035 +(epoch: 104, iters: 50052, time: 0.297, data: 0.018) G_GAN: 3.884 G_L1: 3.363 D_real: 0.066 D_fake: 0.091 +(epoch: 104, iters: 50152, time: 0.300, data: 0.019) G_GAN: 4.899 G_L1: 3.473 D_real: 0.245 D_fake: 0.032 +(epoch: 104, iters: 50252, time: 0.305, data: 0.020) G_GAN: 4.314 G_L1: 3.887 D_real: 0.125 D_fake: 0.085 +(epoch: 104, iters: 50352, time: 0.578, data: 0.021) G_GAN: 4.349 G_L1: 3.440 D_real: 0.150 D_fake: 0.134 +(epoch: 104, iters: 50452, time: 0.300, data: 0.019) G_GAN: 3.924 G_L1: 2.961 D_real: 0.028 D_fake: 0.099 +(epoch: 104, iters: 50552, time: 0.299, data: 0.019) G_GAN: 6.497 G_L1: 4.023 D_real: 0.118 D_fake: 0.013 +(epoch: 104, iters: 50652, time: 0.294, data: 0.019) G_GAN: 4.107 G_L1: 2.507 D_real: 0.031 D_fake: 0.054 +(epoch: 104, iters: 50752, time: 0.422, data: 0.019) G_GAN: 4.762 G_L1: 3.135 D_real: 0.079 D_fake: 0.059 +(epoch: 104, iters: 50852, time: 0.299, data: 0.020) G_GAN: 6.980 G_L1: 4.404 D_real: 0.202 D_fake: 0.005 +(epoch: 104, iters: 50952, time: 0.304, data: 0.019) G_GAN: 5.221 G_L1: 3.691 D_real: 0.023 D_fake: 0.061 +(epoch: 104, iters: 51052, time: 0.301, data: 0.019) G_GAN: 5.117 G_L1: 3.506 D_real: 0.008 D_fake: 0.101 +(epoch: 104, iters: 51152, time: 0.415, data: 0.019) G_GAN: 4.477 G_L1: 3.964 D_real: 0.016 D_fake: 0.069 +(epoch: 104, iters: 51252, time: 0.304, data: 0.019) G_GAN: 5.828 G_L1: 6.307 D_real: 0.015 D_fake: 0.057 +(epoch: 104, iters: 51352, time: 0.299, data: 0.019) G_GAN: 5.504 G_L1: 3.239 D_real: 0.125 D_fake: 0.053 +(epoch: 104, iters: 51452, time: 0.303, data: 0.019) G_GAN: 4.923 G_L1: 3.353 D_real: 0.000 D_fake: 0.020 +(epoch: 104, iters: 51552, time: 0.419, data: 0.019) G_GAN: 3.904 G_L1: 3.208 D_real: 0.022 D_fake: 0.117 +(epoch: 104, iters: 51652, time: 0.298, data: 0.019) G_GAN: 4.822 G_L1: 5.039 D_real: 0.005 D_fake: 0.038 +(epoch: 104, iters: 51752, time: 0.301, data: 0.019) G_GAN: 4.433 G_L1: 3.218 D_real: 0.093 D_fake: 0.039 +(epoch: 104, iters: 51852, time: 0.302, data: 0.019) G_GAN: 4.992 G_L1: 3.739 D_real: 0.000 D_fake: 0.097 +(epoch: 104, iters: 51952, time: 0.411, data: 0.020) G_GAN: 5.896 G_L1: 3.179 D_real: 0.000 D_fake: 0.015 +(epoch: 104, iters: 52052, time: 0.302, data: 0.020) G_GAN: 6.288 G_L1: 4.653 D_real: 0.283 D_fake: 0.024 +(epoch: 104, iters: 52152, time: 0.305, data: 0.020) G_GAN: 5.065 G_L1: 3.830 D_real: 0.029 D_fake: 0.071 +(epoch: 104, iters: 52252, time: 0.300, data: 0.019) G_GAN: 4.916 G_L1: 3.027 D_real: 0.028 D_fake: 0.051 +(epoch: 104, iters: 52352, time: 0.580, data: 0.020) G_GAN: 4.758 G_L1: 4.345 D_real: 0.019 D_fake: 0.056 +(epoch: 104, iters: 52452, time: 0.300, data: 0.020) G_GAN: 4.894 G_L1: 5.814 D_real: 0.005 D_fake: 0.034 +(epoch: 104, iters: 52552, time: 0.298, data: 0.017) G_GAN: 6.350 G_L1: 4.546 D_real: 0.008 D_fake: 0.009 +(epoch: 104, iters: 52652, time: 0.290, data: 0.019) G_GAN: 5.163 G_L1: 4.212 D_real: 0.000 D_fake: 0.059 +(epoch: 104, iters: 52752, time: 0.411, data: 0.023) G_GAN: 5.856 G_L1: 3.350 D_real: 0.029 D_fake: 0.026 +(epoch: 104, iters: 52852, time: 0.297, data: 0.020) G_GAN: 3.580 G_L1: 3.735 D_real: 0.950 D_fake: 0.131 +(epoch: 104, iters: 52952, time: 0.300, data: 0.019) G_GAN: 5.192 G_L1: 4.152 D_real: 0.092 D_fake: 0.040 +(epoch: 104, iters: 53052, time: 0.291, data: 0.020) G_GAN: 4.642 G_L1: 4.249 D_real: 0.076 D_fake: 0.036 +(epoch: 104, iters: 53152, time: 0.411, data: 0.019) G_GAN: 4.306 G_L1: 4.102 D_real: 0.098 D_fake: 0.075 +(epoch: 104, iters: 53252, time: 0.302, data: 0.018) G_GAN: 4.570 G_L1: 3.552 D_real: 0.048 D_fake: 0.106 +(epoch: 104, iters: 53352, time: 0.287, data: 0.020) G_GAN: 4.460 G_L1: 3.439 D_real: 0.108 D_fake: 0.169 +(epoch: 104, iters: 53452, time: 0.296, data: 0.019) G_GAN: 4.735 G_L1: 4.544 D_real: 0.033 D_fake: 0.082 +(epoch: 104, iters: 53552, time: 0.401, data: 0.019) G_GAN: 6.601 G_L1: 3.767 D_real: 0.081 D_fake: 0.006 +(epoch: 104, iters: 53652, time: 0.296, data: 0.018) G_GAN: 5.889 G_L1: 3.802 D_real: 0.038 D_fake: 0.091 +(epoch: 104, iters: 53752, time: 0.292, data: 0.021) G_GAN: 6.223 G_L1: 5.000 D_real: 0.002 D_fake: 0.017 +(epoch: 104, iters: 53852, time: 0.294, data: 0.018) G_GAN: 6.011 G_L1: 6.158 D_real: 0.010 D_fake: 0.018 +(epoch: 104, iters: 53952, time: 0.383, data: 0.019) G_GAN: 4.300 G_L1: 4.235 D_real: 0.001 D_fake: 0.101 +(epoch: 104, iters: 54052, time: 0.293, data: 0.017) G_GAN: 3.571 G_L1: 3.412 D_real: 0.127 D_fake: 0.107 +(epoch: 104, iters: 54152, time: 0.293, data: 0.019) G_GAN: 4.544 G_L1: 4.676 D_real: 0.039 D_fake: 0.131 +(epoch: 104, iters: 54252, time: 0.298, data: 0.018) G_GAN: 4.417 G_L1: 3.942 D_real: 0.245 D_fake: 0.040 +(epoch: 104, iters: 54352, time: 0.620, data: 0.019) G_GAN: 5.100 G_L1: 4.292 D_real: 0.002 D_fake: 0.045 +(epoch: 104, iters: 54452, time: 0.299, data: 0.018) G_GAN: 4.593 G_L1: 4.125 D_real: 0.001 D_fake: 0.058 +(epoch: 104, iters: 54552, time: 0.294, data: 0.020) G_GAN: 4.544 G_L1: 5.465 D_real: 0.237 D_fake: 0.048 +(epoch: 104, iters: 54652, time: 0.294, data: 0.019) G_GAN: 4.461 G_L1: 5.902 D_real: 0.152 D_fake: 0.044 +(epoch: 104, iters: 54752, time: 0.399, data: 0.018) G_GAN: 4.111 G_L1: 3.066 D_real: 0.025 D_fake: 0.130 +(epoch: 104, iters: 54852, time: 0.287, data: 0.018) G_GAN: 5.260 G_L1: 4.937 D_real: 0.021 D_fake: 0.022 +(epoch: 104, iters: 54952, time: 0.305, data: 0.017) G_GAN: 6.160 G_L1: 5.042 D_real: 0.166 D_fake: 0.017 +(epoch: 104, iters: 55052, time: 0.293, data: 0.021) G_GAN: 4.779 G_L1: 2.457 D_real: 0.012 D_fake: 0.337 +(epoch: 104, iters: 55152, time: 0.417, data: 0.019) G_GAN: 3.842 G_L1: 4.725 D_real: 0.042 D_fake: 0.267 +(epoch: 104, iters: 55252, time: 0.275, data: 0.019) G_GAN: 7.599 G_L1: 4.081 D_real: 0.057 D_fake: 0.022 +(epoch: 104, iters: 55352, time: 0.289, data: 0.018) G_GAN: 3.320 G_L1: 2.551 D_real: 0.173 D_fake: 0.094 +(epoch: 104, iters: 55452, time: 0.296, data: 0.020) G_GAN: 4.491 G_L1: 5.197 D_real: 0.016 D_fake: 0.062 +(epoch: 104, iters: 55552, time: 0.403, data: 0.018) G_GAN: 3.478 G_L1: 4.404 D_real: 0.009 D_fake: 0.132 +(epoch: 104, iters: 55652, time: 0.298, data: 0.017) G_GAN: 4.031 G_L1: 3.473 D_real: 0.415 D_fake: 0.051 +(epoch: 104, iters: 55752, time: 0.287, data: 0.018) G_GAN: 4.454 G_L1: 4.603 D_real: 0.040 D_fake: 0.105 +(epoch: 104, iters: 55852, time: 0.280, data: 0.017) G_GAN: 4.492 G_L1: 6.704 D_real: 0.004 D_fake: 0.070 +(epoch: 104, iters: 55952, time: 0.417, data: 0.017) G_GAN: 5.221 G_L1: 4.863 D_real: 0.025 D_fake: 0.047 +(epoch: 104, iters: 56052, time: 0.296, data: 0.021) G_GAN: 4.655 G_L1: 4.840 D_real: 0.006 D_fake: 0.031 +(epoch: 104, iters: 56152, time: 0.291, data: 0.018) G_GAN: 4.661 G_L1: 4.424 D_real: 0.245 D_fake: 0.030 +(epoch: 104, iters: 56252, time: 0.280, data: 0.016) G_GAN: 4.967 G_L1: 8.438 D_real: 0.019 D_fake: 0.158 +(epoch: 104, iters: 56352, time: 0.641, data: 0.018) G_GAN: 4.935 G_L1: 3.332 D_real: 0.007 D_fake: 0.045 +(epoch: 104, iters: 56452, time: 0.289, data: 0.019) G_GAN: 7.256 G_L1: 6.967 D_real: 0.046 D_fake: 0.019 +(epoch: 104, iters: 56552, time: 0.296, data: 0.018) G_GAN: 5.589 G_L1: 5.549 D_real: 0.012 D_fake: 0.040 +(epoch: 104, iters: 56652, time: 0.301, data: 0.019) G_GAN: 4.283 G_L1: 3.993 D_real: 0.044 D_fake: 0.159 +(epoch: 104, iters: 56752, time: 0.406, data: 0.020) G_GAN: 5.966 G_L1: 4.166 D_real: 0.019 D_fake: 0.012 +(epoch: 104, iters: 56852, time: 0.293, data: 0.018) G_GAN: 4.953 G_L1: 4.182 D_real: 0.026 D_fake: 0.025 +(epoch: 104, iters: 56952, time: 0.288, data: 0.019) G_GAN: 5.619 G_L1: 5.287 D_real: 0.010 D_fake: 0.024 +(epoch: 104, iters: 57052, time: 0.293, data: 0.018) G_GAN: 4.782 G_L1: 3.905 D_real: 0.015 D_fake: 0.044 +(epoch: 104, iters: 57152, time: 0.377, data: 0.018) G_GAN: 4.063 G_L1: 3.720 D_real: 0.065 D_fake: 0.208 +(epoch: 104, iters: 57252, time: 0.300, data: 0.017) G_GAN: 5.855 G_L1: 3.409 D_real: 0.063 D_fake: 0.020 +(epoch: 104, iters: 57352, time: 0.301, data: 0.019) G_GAN: 4.030 G_L1: 3.709 D_real: 0.124 D_fake: 0.060 +(epoch: 104, iters: 57452, time: 0.294, data: 0.019) G_GAN: 3.781 G_L1: 4.377 D_real: 0.131 D_fake: 0.080 +(epoch: 104, iters: 57552, time: 0.382, data: 0.019) G_GAN: 3.780 G_L1: 2.860 D_real: 0.119 D_fake: 0.143 +(epoch: 104, iters: 57652, time: 0.288, data: 0.024) G_GAN: 4.342 G_L1: 2.869 D_real: 0.067 D_fake: 0.104 +(epoch: 104, iters: 57752, time: 0.298, data: 0.020) G_GAN: 4.010 G_L1: 2.953 D_real: 0.063 D_fake: 0.111 +(epoch: 104, iters: 57852, time: 0.293, data: 0.021) G_GAN: 3.668 G_L1: 3.540 D_real: 0.010 D_fake: 0.155 +(epoch: 104, iters: 57952, time: 0.403, data: 0.019) G_GAN: 5.473 G_L1: 5.000 D_real: 0.248 D_fake: 0.081 +(epoch: 104, iters: 58052, time: 0.296, data: 0.027) G_GAN: 3.550 G_L1: 3.205 D_real: 0.075 D_fake: 0.063 +(epoch: 104, iters: 58152, time: 0.283, data: 0.020) G_GAN: 2.931 G_L1: 3.247 D_real: 0.526 D_fake: 0.079 +(epoch: 104, iters: 58252, time: 0.303, data: 0.018) G_GAN: 4.235 G_L1: 4.193 D_real: 0.044 D_fake: 0.289 +(epoch: 104, iters: 58352, time: 0.630, data: 0.020) G_GAN: 4.283 G_L1: 4.451 D_real: 0.053 D_fake: 0.175 +(epoch: 104, iters: 58452, time: 0.294, data: 0.020) G_GAN: 4.232 G_L1: 3.101 D_real: 0.269 D_fake: 0.062 +(epoch: 104, iters: 58552, time: 0.300, data: 0.018) G_GAN: 3.619 G_L1: 3.858 D_real: 0.038 D_fake: 0.170 +(epoch: 104, iters: 58652, time: 0.285, data: 0.022) G_GAN: 3.213 G_L1: 3.871 D_real: 0.114 D_fake: 0.102 +(epoch: 104, iters: 58752, time: 0.407, data: 0.017) G_GAN: 4.411 G_L1: 3.585 D_real: 0.002 D_fake: 0.051 +(epoch: 104, iters: 58852, time: 0.304, data: 0.018) G_GAN: 3.720 G_L1: 3.718 D_real: 0.058 D_fake: 0.127 +(epoch: 104, iters: 58952, time: 0.299, data: 0.020) G_GAN: 3.098 G_L1: 2.681 D_real: 0.035 D_fake: 0.147 +(epoch: 104, iters: 59052, time: 0.292, data: 0.019) G_GAN: 3.232 G_L1: 2.955 D_real: 0.977 D_fake: 0.046 +(epoch: 104, iters: 59152, time: 0.416, data: 0.018) G_GAN: 4.052 G_L1: 2.235 D_real: 0.067 D_fake: 0.069 +(epoch: 104, iters: 59252, time: 0.298, data: 0.020) G_GAN: 5.666 G_L1: 4.978 D_real: 0.173 D_fake: 0.016 +(epoch: 104, iters: 59352, time: 0.299, data: 0.021) G_GAN: 4.643 G_L1: 3.943 D_real: 0.213 D_fake: 0.051 +(epoch: 104, iters: 59452, time: 0.289, data: 0.019) G_GAN: 4.403 G_L1: 3.629 D_real: 0.095 D_fake: 0.041 +(epoch: 104, iters: 59552, time: 0.409, data: 0.019) G_GAN: 6.313 G_L1: 4.652 D_real: 0.062 D_fake: 0.009 +(epoch: 104, iters: 59652, time: 0.303, data: 0.019) G_GAN: 4.915 G_L1: 4.150 D_real: 0.771 D_fake: 0.015 +(epoch: 104, iters: 59752, time: 0.301, data: 0.019) G_GAN: 2.668 G_L1: 3.178 D_real: 0.009 D_fake: 0.243 +(epoch: 104, iters: 59852, time: 0.293, data: 0.019) G_GAN: 3.901 G_L1: 5.049 D_real: 0.189 D_fake: 0.123 +(epoch: 104, iters: 59952, time: 0.413, data: 0.018) G_GAN: 6.205 G_L1: 4.570 D_real: 0.140 D_fake: 0.011 +(epoch: 105, iters: 36, time: 0.296, data: 0.034) G_GAN: 5.084 G_L1: 3.503 D_real: 0.004 D_fake: 0.038 +(epoch: 105, iters: 136, time: 0.302, data: 0.018) G_GAN: 3.933 G_L1: 2.981 D_real: 0.018 D_fake: 0.103 +(epoch: 105, iters: 236, time: 0.302, data: 0.019) G_GAN: 5.611 G_L1: 3.498 D_real: 0.029 D_fake: 0.022 +(epoch: 105, iters: 336, time: 0.636, data: 0.019) G_GAN: 4.927 G_L1: 7.678 D_real: 0.167 D_fake: 0.415 +(epoch: 105, iters: 436, time: 0.294, data: 0.019) G_GAN: 4.396 G_L1: 2.854 D_real: 0.005 D_fake: 0.145 +(epoch: 105, iters: 536, time: 0.303, data: 0.019) G_GAN: 5.348 G_L1: 4.932 D_real: 0.007 D_fake: 0.036 +(epoch: 105, iters: 636, time: 0.297, data: 0.019) G_GAN: 3.089 G_L1: 5.766 D_real: 0.122 D_fake: 0.269 +(epoch: 105, iters: 736, time: 0.389, data: 0.019) G_GAN: 4.788 G_L1: 3.281 D_real: 0.026 D_fake: 0.035 +(epoch: 105, iters: 836, time: 0.296, data: 0.019) G_GAN: 2.925 G_L1: 3.722 D_real: 0.214 D_fake: 0.267 +(epoch: 105, iters: 936, time: 0.302, data: 0.020) G_GAN: 4.817 G_L1: 5.691 D_real: 0.167 D_fake: 0.033 +(epoch: 105, iters: 1036, time: 0.296, data: 0.020) G_GAN: 4.227 G_L1: 3.884 D_real: 0.247 D_fake: 0.062 +(epoch: 105, iters: 1136, time: 0.401, data: 0.021) G_GAN: 4.670 G_L1: 3.498 D_real: 0.036 D_fake: 0.031 +(epoch: 105, iters: 1236, time: 0.301, data: 0.022) G_GAN: 6.366 G_L1: 3.997 D_real: 0.007 D_fake: 0.016 +(epoch: 105, iters: 1336, time: 0.296, data: 0.020) G_GAN: 6.046 G_L1: 6.192 D_real: 0.068 D_fake: 0.009 +(epoch: 105, iters: 1436, time: 0.292, data: 0.020) G_GAN: 4.016 G_L1: 2.987 D_real: 0.055 D_fake: 0.241 +(epoch: 105, iters: 1536, time: 0.419, data: 0.018) G_GAN: 3.761 G_L1: 5.650 D_real: 0.067 D_fake: 0.103 +(epoch: 105, iters: 1636, time: 0.303, data: 0.019) G_GAN: 4.312 G_L1: 5.892 D_real: 0.003 D_fake: 0.062 +(epoch: 105, iters: 1736, time: 0.300, data: 0.021) G_GAN: 4.042 G_L1: 3.160 D_real: 0.363 D_fake: 0.051 +(epoch: 105, iters: 1836, time: 0.288, data: 0.021) G_GAN: 4.643 G_L1: 3.642 D_real: 0.077 D_fake: 0.027 +(epoch: 105, iters: 1936, time: 0.372, data: 0.020) G_GAN: 4.249 G_L1: 3.445 D_real: 0.013 D_fake: 0.052 +(epoch: 105, iters: 2036, time: 0.295, data: 0.019) G_GAN: 4.391 G_L1: 4.215 D_real: 0.018 D_fake: 0.071 +(epoch: 105, iters: 2136, time: 0.305, data: 0.020) G_GAN: 4.206 G_L1: 5.192 D_real: 0.150 D_fake: 0.092 +(epoch: 105, iters: 2236, time: 0.303, data: 0.020) G_GAN: 3.750 G_L1: 3.183 D_real: 0.156 D_fake: 0.100 +(epoch: 105, iters: 2336, time: 0.636, data: 0.021) G_GAN: 4.978 G_L1: 5.010 D_real: 0.167 D_fake: 0.029 +(epoch: 105, iters: 2436, time: 0.304, data: 0.019) G_GAN: 3.710 G_L1: 3.404 D_real: 0.005 D_fake: 0.086 +(epoch: 105, iters: 2536, time: 0.300, data: 0.021) G_GAN: 4.563 G_L1: 3.247 D_real: 0.108 D_fake: 0.069 +(epoch: 105, iters: 2636, time: 0.301, data: 0.020) G_GAN: 3.785 G_L1: 5.692 D_real: 0.087 D_fake: 0.121 +(epoch: 105, iters: 2736, time: 0.418, data: 0.020) G_GAN: 3.734 G_L1: 3.657 D_real: 0.038 D_fake: 0.165 +(epoch: 105, iters: 2836, time: 0.302, data: 0.020) G_GAN: 3.872 G_L1: 2.557 D_real: 0.057 D_fake: 0.194 +(epoch: 105, iters: 2936, time: 0.302, data: 0.020) G_GAN: 4.619 G_L1: 11.782 D_real: 0.543 D_fake: 0.019 +(epoch: 105, iters: 3036, time: 0.291, data: 0.019) G_GAN: 3.287 G_L1: 5.846 D_real: 0.103 D_fake: 0.125 +(epoch: 105, iters: 3136, time: 0.415, data: 0.018) G_GAN: 3.762 G_L1: 5.110 D_real: 0.183 D_fake: 0.083 +(epoch: 105, iters: 3236, time: 0.288, data: 0.019) G_GAN: 3.826 G_L1: 4.195 D_real: 0.080 D_fake: 0.107 +(epoch: 105, iters: 3336, time: 0.299, data: 0.019) G_GAN: 4.720 G_L1: 3.718 D_real: 0.296 D_fake: 0.046 +(epoch: 105, iters: 3436, time: 0.296, data: 0.019) G_GAN: 2.629 G_L1: 3.017 D_real: 0.311 D_fake: 0.178 +(epoch: 105, iters: 3536, time: 0.416, data: 0.020) G_GAN: 5.045 G_L1: 3.867 D_real: 0.000 D_fake: 0.046 +(epoch: 105, iters: 3636, time: 0.303, data: 0.020) G_GAN: 3.611 G_L1: 4.624 D_real: 0.071 D_fake: 0.098 +(epoch: 105, iters: 3736, time: 0.306, data: 0.019) G_GAN: 3.049 G_L1: 4.400 D_real: 0.042 D_fake: 0.128 +(epoch: 105, iters: 3836, time: 0.297, data: 0.020) G_GAN: 4.392 G_L1: 3.755 D_real: 0.255 D_fake: 0.031 +(epoch: 105, iters: 3936, time: 0.412, data: 0.020) G_GAN: 5.013 G_L1: 2.933 D_real: 0.013 D_fake: 0.040 +(epoch: 105, iters: 4036, time: 0.305, data: 0.019) G_GAN: 5.300 G_L1: 2.789 D_real: 0.044 D_fake: 0.135 +(epoch: 105, iters: 4136, time: 0.304, data: 0.020) G_GAN: 3.136 G_L1: 3.387 D_real: 0.095 D_fake: 0.318 +(epoch: 105, iters: 4236, time: 0.303, data: 0.020) G_GAN: 3.825 G_L1: 3.325 D_real: 0.010 D_fake: 0.091 +(epoch: 105, iters: 4336, time: 0.596, data: 0.021) G_GAN: 4.795 G_L1: 4.347 D_real: 0.212 D_fake: 0.024 +(epoch: 105, iters: 4436, time: 0.295, data: 0.019) G_GAN: 4.124 G_L1: 3.321 D_real: 0.049 D_fake: 0.076 +(epoch: 105, iters: 4536, time: 0.305, data: 0.029) G_GAN: 5.389 G_L1: 4.937 D_real: 0.142 D_fake: 0.012 +(epoch: 105, iters: 4636, time: 0.304, data: 0.020) G_GAN: 3.206 G_L1: 4.168 D_real: 0.230 D_fake: 0.126 +(epoch: 105, iters: 4736, time: 0.386, data: 0.019) G_GAN: 3.782 G_L1: 4.068 D_real: 0.020 D_fake: 0.141 +(epoch: 105, iters: 4836, time: 0.304, data: 0.018) G_GAN: 2.771 G_L1: 3.594 D_real: 0.245 D_fake: 0.126 +(epoch: 105, iters: 4936, time: 0.300, data: 0.020) G_GAN: 3.752 G_L1: 4.152 D_real: 0.049 D_fake: 0.072 +(epoch: 105, iters: 5036, time: 0.303, data: 0.019) G_GAN: 3.611 G_L1: 3.306 D_real: 0.241 D_fake: 0.123 +(epoch: 105, iters: 5136, time: 0.416, data: 0.019) G_GAN: 4.939 G_L1: 3.180 D_real: 0.063 D_fake: 0.023 +(epoch: 105, iters: 5236, time: 0.298, data: 0.018) G_GAN: 4.396 G_L1: 4.090 D_real: 0.245 D_fake: 0.041 +(epoch: 105, iters: 5336, time: 0.304, data: 0.018) G_GAN: 4.288 G_L1: 3.893 D_real: 0.143 D_fake: 0.064 +(epoch: 105, iters: 5436, time: 0.299, data: 0.018) G_GAN: 3.505 G_L1: 3.774 D_real: 0.125 D_fake: 0.183 +(epoch: 105, iters: 5536, time: 0.410, data: 0.019) G_GAN: 4.230 G_L1: 5.712 D_real: 0.110 D_fake: 0.069 +(epoch: 105, iters: 5636, time: 0.305, data: 0.018) G_GAN: 3.906 G_L1: 4.318 D_real: 0.010 D_fake: 0.107 +(epoch: 105, iters: 5736, time: 0.296, data: 0.020) G_GAN: 4.436 G_L1: 3.604 D_real: 0.152 D_fake: 0.092 +(epoch: 105, iters: 5836, time: 0.298, data: 0.017) G_GAN: 4.252 G_L1: 2.527 D_real: 0.032 D_fake: 0.042 +(epoch: 105, iters: 5936, time: 0.385, data: 0.018) G_GAN: 4.656 G_L1: 3.409 D_real: 0.118 D_fake: 0.243 +(epoch: 105, iters: 6036, time: 0.290, data: 0.018) G_GAN: 4.578 G_L1: 4.146 D_real: 0.006 D_fake: 0.082 +(epoch: 105, iters: 6136, time: 0.293, data: 0.018) G_GAN: 3.418 G_L1: 4.154 D_real: 0.168 D_fake: 0.111 +(epoch: 105, iters: 6236, time: 0.297, data: 0.018) G_GAN: 4.946 G_L1: 3.368 D_real: 0.221 D_fake: 0.042 +(epoch: 105, iters: 6336, time: 0.623, data: 0.019) G_GAN: 3.911 G_L1: 2.804 D_real: 0.017 D_fake: 0.122 +(epoch: 105, iters: 6436, time: 0.297, data: 0.018) G_GAN: 4.411 G_L1: 4.647 D_real: 0.396 D_fake: 0.136 +(epoch: 105, iters: 6536, time: 0.294, data: 0.019) G_GAN: 2.960 G_L1: 2.974 D_real: 0.145 D_fake: 0.303 +(epoch: 105, iters: 6636, time: 0.298, data: 0.018) G_GAN: 4.422 G_L1: 3.152 D_real: 0.100 D_fake: 0.054 +(epoch: 105, iters: 6736, time: 0.418, data: 0.020) G_GAN: 4.525 G_L1: 3.599 D_real: 0.108 D_fake: 0.143 +(epoch: 105, iters: 6836, time: 0.294, data: 0.019) G_GAN: 4.231 G_L1: 4.524 D_real: 0.008 D_fake: 0.072 +(epoch: 105, iters: 6936, time: 0.297, data: 0.018) G_GAN: 2.716 G_L1: 2.955 D_real: 0.041 D_fake: 0.206 +(epoch: 105, iters: 7036, time: 0.302, data: 0.019) G_GAN: 4.291 G_L1: 3.476 D_real: 0.066 D_fake: 0.050 +(epoch: 105, iters: 7136, time: 0.415, data: 0.019) G_GAN: 4.786 G_L1: 4.103 D_real: 0.007 D_fake: 0.031 +(epoch: 105, iters: 7236, time: 0.293, data: 0.019) G_GAN: 4.942 G_L1: 3.329 D_real: 0.020 D_fake: 0.105 +(epoch: 105, iters: 7336, time: 0.298, data: 0.018) G_GAN: 3.657 G_L1: 3.019 D_real: 0.054 D_fake: 0.056 +(epoch: 105, iters: 7436, time: 0.294, data: 0.019) G_GAN: 3.304 G_L1: 3.787 D_real: 0.201 D_fake: 0.128 +(epoch: 105, iters: 7536, time: 0.374, data: 0.020) G_GAN: 4.269 G_L1: 4.569 D_real: 0.140 D_fake: 0.211 +(epoch: 105, iters: 7636, time: 0.293, data: 0.018) G_GAN: 5.065 G_L1: 2.849 D_real: 0.032 D_fake: 0.021 +(epoch: 105, iters: 7736, time: 0.297, data: 0.018) G_GAN: 3.874 G_L1: 3.583 D_real: 0.054 D_fake: 0.064 +(epoch: 105, iters: 7836, time: 0.294, data: 0.021) G_GAN: 5.039 G_L1: 3.658 D_real: 0.060 D_fake: 0.024 +(epoch: 105, iters: 7936, time: 0.418, data: 0.019) G_GAN: 5.097 G_L1: 3.688 D_real: 0.125 D_fake: 0.023 +(epoch: 105, iters: 8036, time: 0.300, data: 0.018) G_GAN: 4.251 G_L1: 4.200 D_real: 0.012 D_fake: 0.106 +(epoch: 105, iters: 8136, time: 0.295, data: 0.019) G_GAN: 4.757 G_L1: 4.349 D_real: 0.034 D_fake: 0.050 +(epoch: 105, iters: 8236, time: 0.297, data: 0.020) G_GAN: 4.134 G_L1: 3.384 D_real: 0.064 D_fake: 0.041 +(epoch: 105, iters: 8336, time: 0.623, data: 0.019) G_GAN: 3.889 G_L1: 4.131 D_real: 0.250 D_fake: 0.069 +(epoch: 105, iters: 8436, time: 0.306, data: 0.020) G_GAN: 5.036 G_L1: 4.635 D_real: 0.005 D_fake: 0.031 +(epoch: 105, iters: 8536, time: 0.296, data: 0.019) G_GAN: 4.388 G_L1: 3.125 D_real: 0.002 D_fake: 0.063 +(epoch: 105, iters: 8636, time: 0.291, data: 0.019) G_GAN: 4.862 G_L1: 4.389 D_real: 0.001 D_fake: 0.106 +(epoch: 105, iters: 8736, time: 0.414, data: 0.019) G_GAN: 3.010 G_L1: 3.496 D_real: 0.325 D_fake: 0.138 +(epoch: 105, iters: 8836, time: 0.298, data: 0.018) G_GAN: 4.009 G_L1: 2.382 D_real: 0.026 D_fake: 0.067 +(epoch: 105, iters: 8936, time: 0.293, data: 0.020) G_GAN: 4.672 G_L1: 3.677 D_real: 0.047 D_fake: 0.036 +(epoch: 105, iters: 9036, time: 0.294, data: 0.019) G_GAN: 3.541 G_L1: 2.539 D_real: 0.387 D_fake: 0.053 +(epoch: 105, iters: 9136, time: 0.419, data: 0.022) G_GAN: 6.191 G_L1: 4.445 D_real: 0.301 D_fake: 0.009 +(epoch: 105, iters: 9236, time: 0.302, data: 0.019) G_GAN: 4.608 G_L1: 3.804 D_real: 0.044 D_fake: 0.046 +(epoch: 105, iters: 9336, time: 0.302, data: 0.020) G_GAN: 5.779 G_L1: 5.013 D_real: 0.154 D_fake: 0.036 +(epoch: 105, iters: 9436, time: 0.303, data: 0.019) G_GAN: 4.652 G_L1: 3.535 D_real: 0.009 D_fake: 0.142 +(epoch: 105, iters: 9536, time: 0.421, data: 0.019) G_GAN: 3.493 G_L1: 3.251 D_real: 0.200 D_fake: 0.196 +(epoch: 105, iters: 9636, time: 0.302, data: 0.019) G_GAN: 5.001 G_L1: 3.388 D_real: 0.100 D_fake: 0.027 +(epoch: 105, iters: 9736, time: 0.301, data: 0.019) G_GAN: 4.664 G_L1: 3.058 D_real: 0.111 D_fake: 0.246 +(epoch: 105, iters: 9836, time: 0.302, data: 0.020) G_GAN: 3.517 G_L1: 3.846 D_real: 0.078 D_fake: 0.131 +(epoch: 105, iters: 9936, time: 0.411, data: 0.021) G_GAN: 4.137 G_L1: 4.279 D_real: 0.081 D_fake: 0.061 +(epoch: 105, iters: 10036, time: 0.293, data: 0.019) G_GAN: 3.909 G_L1: 3.750 D_real: 0.059 D_fake: 0.115 +(epoch: 105, iters: 10136, time: 0.305, data: 0.019) G_GAN: 5.141 G_L1: 4.821 D_real: 0.050 D_fake: 0.018 +(epoch: 105, iters: 10236, time: 0.301, data: 0.019) G_GAN: 3.514 G_L1: 2.583 D_real: 0.285 D_fake: 0.169 +(epoch: 105, iters: 10336, time: 0.651, data: 0.020) G_GAN: 4.425 G_L1: 4.784 D_real: 0.000 D_fake: 0.055 +(epoch: 105, iters: 10436, time: 0.295, data: 0.018) G_GAN: 4.161 G_L1: 3.182 D_real: 0.129 D_fake: 0.261 +(epoch: 105, iters: 10536, time: 0.300, data: 0.020) G_GAN: 3.037 G_L1: 3.128 D_real: 0.104 D_fake: 0.206 +(epoch: 105, iters: 10636, time: 0.297, data: 0.019) G_GAN: 6.026 G_L1: 4.308 D_real: 0.010 D_fake: 0.013 +(epoch: 105, iters: 10736, time: 0.418, data: 0.020) G_GAN: 5.503 G_L1: 4.892 D_real: 0.053 D_fake: 0.013 +(epoch: 105, iters: 10836, time: 0.298, data: 0.018) G_GAN: 4.358 G_L1: 4.877 D_real: 0.065 D_fake: 0.166 +(epoch: 105, iters: 10936, time: 0.300, data: 0.019) G_GAN: 4.363 G_L1: 4.076 D_real: 0.065 D_fake: 0.065 +(epoch: 105, iters: 11036, time: 0.298, data: 0.023) G_GAN: 4.219 G_L1: 4.049 D_real: 0.020 D_fake: 0.058 +(epoch: 105, iters: 11136, time: 0.412, data: 0.020) G_GAN: 4.365 G_L1: 4.245 D_real: 0.007 D_fake: 0.084 +(epoch: 105, iters: 11236, time: 0.290, data: 0.020) G_GAN: 4.158 G_L1: 3.150 D_real: 0.011 D_fake: 0.051 +(epoch: 105, iters: 11336, time: 0.297, data: 0.020) G_GAN: 4.758 G_L1: 3.426 D_real: 0.176 D_fake: 0.027 +(epoch: 105, iters: 11436, time: 0.292, data: 0.020) G_GAN: 4.511 G_L1: 2.798 D_real: 0.075 D_fake: 0.051 +(epoch: 105, iters: 11536, time: 0.413, data: 0.019) G_GAN: 3.399 G_L1: 3.179 D_real: 0.114 D_fake: 0.091 +(epoch: 105, iters: 11636, time: 0.301, data: 0.018) G_GAN: 4.223 G_L1: 3.509 D_real: 0.059 D_fake: 0.035 +(epoch: 105, iters: 11736, time: 0.294, data: 0.019) G_GAN: 4.146 G_L1: 3.633 D_real: 0.531 D_fake: 0.020 +(epoch: 105, iters: 11836, time: 0.294, data: 0.021) G_GAN: 4.454 G_L1: 4.002 D_real: 0.019 D_fake: 0.066 +(epoch: 105, iters: 11936, time: 0.420, data: 0.020) G_GAN: 4.608 G_L1: 4.078 D_real: 0.056 D_fake: 0.032 +(epoch: 105, iters: 12036, time: 0.302, data: 0.019) G_GAN: 4.450 G_L1: 3.775 D_real: 0.007 D_fake: 0.112 +(epoch: 105, iters: 12136, time: 0.302, data: 0.021) G_GAN: 4.355 G_L1: 2.799 D_real: 0.052 D_fake: 0.109 +(epoch: 105, iters: 12236, time: 0.306, data: 0.020) G_GAN: 4.500 G_L1: 2.873 D_real: 0.304 D_fake: 0.101 +(epoch: 105, iters: 12336, time: 0.646, data: 0.022) G_GAN: 4.468 G_L1: 3.437 D_real: 0.222 D_fake: 0.065 +(epoch: 105, iters: 12436, time: 0.302, data: 0.020) G_GAN: 5.630 G_L1: 3.882 D_real: 0.175 D_fake: 0.024 +(epoch: 105, iters: 12536, time: 0.304, data: 0.021) G_GAN: 5.096 G_L1: 4.720 D_real: 0.002 D_fake: 0.083 +(epoch: 105, iters: 12636, time: 0.295, data: 0.020) G_GAN: 5.571 G_L1: 3.792 D_real: 0.023 D_fake: 0.017 +(epoch: 105, iters: 12736, time: 0.415, data: 0.020) G_GAN: 4.778 G_L1: 3.678 D_real: 0.068 D_fake: 0.032 +(epoch: 105, iters: 12836, time: 0.297, data: 0.019) G_GAN: 5.651 G_L1: 5.186 D_real: 0.050 D_fake: 0.063 +(epoch: 105, iters: 12936, time: 0.305, data: 0.019) G_GAN: 5.168 G_L1: 4.120 D_real: 0.001 D_fake: 0.017 +(epoch: 105, iters: 13036, time: 0.295, data: 0.019) G_GAN: 4.658 G_L1: 3.481 D_real: 0.008 D_fake: 0.042 +(epoch: 105, iters: 13136, time: 0.423, data: 0.021) G_GAN: 5.289 G_L1: 4.216 D_real: 0.120 D_fake: 0.021 +(epoch: 105, iters: 13236, time: 0.280, data: 0.019) G_GAN: 6.073 G_L1: 3.853 D_real: 0.023 D_fake: 0.008 +(epoch: 105, iters: 13336, time: 0.299, data: 0.019) G_GAN: 4.104 G_L1: 7.341 D_real: 0.269 D_fake: 0.152 +(epoch: 105, iters: 13436, time: 0.304, data: 0.021) G_GAN: 3.158 G_L1: 3.268 D_real: 0.009 D_fake: 0.142 +(epoch: 105, iters: 13536, time: 0.392, data: 0.020) G_GAN: 3.753 G_L1: 3.649 D_real: 0.038 D_fake: 0.162 +(epoch: 105, iters: 13636, time: 0.302, data: 0.019) G_GAN: 3.329 G_L1: 3.250 D_real: 0.015 D_fake: 0.160 +(epoch: 105, iters: 13736, time: 0.295, data: 0.022) G_GAN: 3.626 G_L1: 3.396 D_real: 0.066 D_fake: 0.079 +(epoch: 105, iters: 13836, time: 0.289, data: 0.018) G_GAN: 3.765 G_L1: 2.932 D_real: 0.079 D_fake: 0.180 +(epoch: 105, iters: 13936, time: 0.404, data: 0.020) G_GAN: 2.850 G_L1: 3.413 D_real: 0.013 D_fake: 0.419 +(epoch: 105, iters: 14036, time: 0.300, data: 0.019) G_GAN: 3.328 G_L1: 3.294 D_real: 0.153 D_fake: 0.275 +(epoch: 105, iters: 14136, time: 0.290, data: 0.019) G_GAN: 3.705 G_L1: 3.181 D_real: 0.138 D_fake: 0.090 +(epoch: 105, iters: 14236, time: 0.283, data: 0.019) G_GAN: 3.240 G_L1: 3.815 D_real: 0.006 D_fake: 0.180 +(epoch: 105, iters: 14336, time: 0.614, data: 0.016) G_GAN: 4.301 G_L1: 3.219 D_real: 0.124 D_fake: 0.080 +(epoch: 105, iters: 14436, time: 0.299, data: 0.020) G_GAN: 4.388 G_L1: 5.303 D_real: 0.055 D_fake: 0.071 +(epoch: 105, iters: 14536, time: 0.300, data: 0.020) G_GAN: 3.921 G_L1: 2.911 D_real: 0.225 D_fake: 0.031 +(epoch: 105, iters: 14636, time: 0.298, data: 0.020) G_GAN: 4.809 G_L1: 3.206 D_real: 0.129 D_fake: 0.028 +(epoch: 105, iters: 14736, time: 0.410, data: 0.021) G_GAN: 3.072 G_L1: 3.545 D_real: 0.006 D_fake: 0.258 +(epoch: 105, iters: 14836, time: 0.277, data: 0.021) G_GAN: 4.677 G_L1: 4.036 D_real: 0.000 D_fake: 0.083 +(epoch: 105, iters: 14936, time: 0.301, data: 0.016) G_GAN: 3.432 G_L1: 4.007 D_real: 0.100 D_fake: 0.133 +(epoch: 105, iters: 15036, time: 0.299, data: 0.020) G_GAN: 2.778 G_L1: 3.542 D_real: 0.390 D_fake: 0.250 +(epoch: 105, iters: 15136, time: 0.410, data: 0.019) G_GAN: 4.904 G_L1: 4.459 D_real: 0.009 D_fake: 0.091 +(epoch: 105, iters: 15236, time: 0.303, data: 0.020) G_GAN: 2.452 G_L1: 3.061 D_real: 0.106 D_fake: 0.521 +(epoch: 105, iters: 15336, time: 0.295, data: 0.020) G_GAN: 4.925 G_L1: 3.639 D_real: 0.061 D_fake: 0.054 +(epoch: 105, iters: 15436, time: 0.306, data: 0.019) G_GAN: 3.192 G_L1: 3.113 D_real: 0.049 D_fake: 0.253 +(epoch: 105, iters: 15536, time: 0.428, data: 0.022) G_GAN: 4.662 G_L1: 4.989 D_real: 0.030 D_fake: 0.027 +(epoch: 105, iters: 15636, time: 0.284, data: 0.021) G_GAN: 4.442 G_L1: 2.831 D_real: 0.126 D_fake: 0.154 +(epoch: 105, iters: 15736, time: 0.289, data: 0.020) G_GAN: 4.892 G_L1: 4.287 D_real: 0.376 D_fake: 0.022 +(epoch: 105, iters: 15836, time: 0.298, data: 0.018) G_GAN: 7.037 G_L1: 3.759 D_real: 0.012 D_fake: 0.007 +(epoch: 105, iters: 15936, time: 0.390, data: 0.018) G_GAN: 4.331 G_L1: 2.241 D_real: 0.005 D_fake: 0.057 +(epoch: 105, iters: 16036, time: 0.308, data: 0.019) G_GAN: 4.177 G_L1: 3.475 D_real: 0.124 D_fake: 0.041 +(epoch: 105, iters: 16136, time: 0.290, data: 0.020) G_GAN: 3.535 G_L1: 2.728 D_real: 0.013 D_fake: 0.151 +(epoch: 105, iters: 16236, time: 0.307, data: 0.017) G_GAN: 5.720 G_L1: 4.853 D_real: 0.029 D_fake: 0.018 +(epoch: 105, iters: 16336, time: 0.583, data: 0.020) G_GAN: 3.866 G_L1: 2.837 D_real: 0.010 D_fake: 0.114 +(epoch: 105, iters: 16436, time: 0.284, data: 0.018) G_GAN: 4.004 G_L1: 3.401 D_real: 0.087 D_fake: 0.042 +(epoch: 105, iters: 16536, time: 0.307, data: 0.019) G_GAN: 4.511 G_L1: 4.233 D_real: 0.036 D_fake: 0.044 +(epoch: 105, iters: 16636, time: 0.305, data: 0.021) G_GAN: 4.431 G_L1: 3.848 D_real: 0.042 D_fake: 0.069 +(epoch: 105, iters: 16736, time: 0.420, data: 0.019) G_GAN: 5.427 G_L1: 5.280 D_real: 0.044 D_fake: 0.013 +(epoch: 105, iters: 16836, time: 0.300, data: 0.019) G_GAN: 3.159 G_L1: 2.391 D_real: 0.185 D_fake: 0.161 +(epoch: 105, iters: 16936, time: 0.286, data: 0.021) G_GAN: 4.141 G_L1: 4.329 D_real: 0.012 D_fake: 0.149 +(epoch: 105, iters: 17036, time: 0.295, data: 0.018) G_GAN: 5.267 G_L1: 4.378 D_real: 0.009 D_fake: 0.065 +(epoch: 105, iters: 17136, time: 0.412, data: 0.019) G_GAN: 5.444 G_L1: 4.954 D_real: 0.095 D_fake: 0.025 +(epoch: 105, iters: 17236, time: 0.297, data: 0.019) G_GAN: 6.337 G_L1: 4.046 D_real: 0.026 D_fake: 0.007 +(epoch: 105, iters: 17336, time: 0.297, data: 0.020) G_GAN: 4.726 G_L1: 6.271 D_real: 0.009 D_fake: 0.084 +(epoch: 105, iters: 17436, time: 0.296, data: 0.019) G_GAN: 3.274 G_L1: 4.594 D_real: 0.521 D_fake: 0.153 +(epoch: 105, iters: 17536, time: 0.405, data: 0.020) G_GAN: 4.143 G_L1: 3.761 D_real: 0.050 D_fake: 0.126 +(epoch: 105, iters: 17636, time: 0.291, data: 0.017) G_GAN: 4.386 G_L1: 4.180 D_real: 0.062 D_fake: 0.106 +(epoch: 105, iters: 17736, time: 0.303, data: 0.018) G_GAN: 4.980 G_L1: 4.117 D_real: 0.002 D_fake: 0.044 +(epoch: 105, iters: 17836, time: 0.299, data: 0.019) G_GAN: 5.197 G_L1: 3.893 D_real: 0.056 D_fake: 0.065 +(epoch: 105, iters: 17936, time: 0.397, data: 0.019) G_GAN: 4.515 G_L1: 3.349 D_real: 0.049 D_fake: 0.081 +(epoch: 105, iters: 18036, time: 0.278, data: 0.017) G_GAN: 3.781 G_L1: 3.645 D_real: 0.070 D_fake: 0.187 +(epoch: 105, iters: 18136, time: 0.293, data: 0.017) G_GAN: 6.400 G_L1: 3.535 D_real: 0.007 D_fake: 0.012 +(epoch: 105, iters: 18236, time: 0.298, data: 0.019) G_GAN: 3.987 G_L1: 4.357 D_real: 0.473 D_fake: 0.123 +(epoch: 105, iters: 18336, time: 0.630, data: 0.018) G_GAN: 4.761 G_L1: 4.230 D_real: 0.009 D_fake: 0.034 +(epoch: 105, iters: 18436, time: 0.294, data: 0.019) G_GAN: 4.208 G_L1: 3.636 D_real: 0.000 D_fake: 0.310 +(epoch: 105, iters: 18536, time: 0.305, data: 0.019) G_GAN: 4.494 G_L1: 3.107 D_real: 0.015 D_fake: 0.120 +(epoch: 105, iters: 18636, time: 0.300, data: 0.021) G_GAN: 4.838 G_L1: 2.530 D_real: 0.009 D_fake: 0.047 +(epoch: 105, iters: 18736, time: 0.414, data: 0.020) G_GAN: 4.650 G_L1: 3.730 D_real: 0.074 D_fake: 0.073 +(epoch: 105, iters: 18836, time: 0.298, data: 0.018) G_GAN: 4.561 G_L1: 4.181 D_real: 0.008 D_fake: 0.089 +(epoch: 105, iters: 18936, time: 0.294, data: 0.019) G_GAN: 5.114 G_L1: 3.497 D_real: 0.009 D_fake: 0.020 +(epoch: 105, iters: 19036, time: 0.301, data: 0.019) G_GAN: 3.774 G_L1: 3.529 D_real: 0.102 D_fake: 0.136 +(epoch: 105, iters: 19136, time: 0.418, data: 0.019) G_GAN: 4.205 G_L1: 3.152 D_real: 0.008 D_fake: 0.060 +(epoch: 105, iters: 19236, time: 0.291, data: 0.019) G_GAN: 5.516 G_L1: 3.869 D_real: 0.037 D_fake: 0.064 +(epoch: 105, iters: 19336, time: 0.301, data: 0.021) G_GAN: 3.737 G_L1: 3.169 D_real: 0.014 D_fake: 0.143 +(epoch: 105, iters: 19436, time: 0.299, data: 0.020) G_GAN: 4.126 G_L1: 2.822 D_real: 0.203 D_fake: 0.054 +(epoch: 105, iters: 19536, time: 0.398, data: 0.018) G_GAN: 4.157 G_L1: 3.032 D_real: 0.005 D_fake: 0.045 +(epoch: 105, iters: 19636, time: 0.291, data: 0.020) G_GAN: 4.477 G_L1: 4.521 D_real: 0.025 D_fake: 0.058 +(epoch: 105, iters: 19736, time: 0.293, data: 0.018) G_GAN: 3.645 G_L1: 2.688 D_real: 0.125 D_fake: 0.073 +(epoch: 105, iters: 19836, time: 0.296, data: 0.019) G_GAN: 5.019 G_L1: 3.380 D_real: 0.002 D_fake: 0.052 +(epoch: 105, iters: 19936, time: 0.385, data: 0.022) G_GAN: 3.968 G_L1: 3.851 D_real: 0.529 D_fake: 0.110 +(epoch: 105, iters: 20036, time: 0.302, data: 0.019) G_GAN: 4.656 G_L1: 3.628 D_real: 0.297 D_fake: 0.021 +(epoch: 105, iters: 20136, time: 0.293, data: 0.020) G_GAN: 4.827 G_L1: 2.444 D_real: 0.084 D_fake: 0.041 +(epoch: 105, iters: 20236, time: 0.300, data: 0.019) G_GAN: 4.956 G_L1: 3.054 D_real: 0.048 D_fake: 0.030 +(epoch: 105, iters: 20336, time: 0.650, data: 0.021) G_GAN: 6.613 G_L1: 4.802 D_real: 0.012 D_fake: 0.005 +(epoch: 105, iters: 20436, time: 0.300, data: 0.018) G_GAN: 5.413 G_L1: 3.592 D_real: 0.177 D_fake: 0.018 +(epoch: 105, iters: 20536, time: 0.296, data: 0.020) G_GAN: 4.079 G_L1: 3.958 D_real: 0.050 D_fake: 0.125 +(epoch: 105, iters: 20636, time: 0.306, data: 0.018) G_GAN: 4.318 G_L1: 5.448 D_real: 0.068 D_fake: 0.077 +(epoch: 105, iters: 20736, time: 0.421, data: 0.024) G_GAN: 4.311 G_L1: 4.184 D_real: 0.234 D_fake: 0.024 +(epoch: 105, iters: 20836, time: 0.298, data: 0.019) G_GAN: 3.341 G_L1: 2.332 D_real: 0.048 D_fake: 0.173 +(epoch: 105, iters: 20936, time: 0.301, data: 0.020) G_GAN: 5.339 G_L1: 3.202 D_real: 0.006 D_fake: 0.016 +(epoch: 105, iters: 21036, time: 0.304, data: 0.019) G_GAN: 3.290 G_L1: 2.025 D_real: 0.134 D_fake: 0.255 +(epoch: 105, iters: 21136, time: 0.389, data: 0.020) G_GAN: 4.412 G_L1: 3.718 D_real: 0.001 D_fake: 0.184 +(epoch: 105, iters: 21236, time: 0.299, data: 0.020) G_GAN: 4.194 G_L1: 4.576 D_real: 0.000 D_fake: 0.094 +(epoch: 105, iters: 21336, time: 0.303, data: 0.022) G_GAN: 5.188 G_L1: 3.981 D_real: 0.001 D_fake: 0.033 +(epoch: 105, iters: 21436, time: 0.301, data: 0.020) G_GAN: 4.036 G_L1: 3.429 D_real: 0.011 D_fake: 0.104 +(epoch: 105, iters: 21536, time: 0.380, data: 0.019) G_GAN: 4.539 G_L1: 7.125 D_real: 0.229 D_fake: 0.240 +(epoch: 105, iters: 21636, time: 0.298, data: 0.019) G_GAN: 5.307 G_L1: 2.925 D_real: 0.025 D_fake: 0.014 +(epoch: 105, iters: 21736, time: 0.303, data: 0.019) G_GAN: 5.177 G_L1: 3.874 D_real: 0.001 D_fake: 0.021 +(epoch: 105, iters: 21836, time: 0.300, data: 0.019) G_GAN: 5.080 G_L1: 4.680 D_real: 0.022 D_fake: 0.037 +(epoch: 105, iters: 21936, time: 0.396, data: 0.020) G_GAN: 4.313 G_L1: 3.963 D_real: 0.061 D_fake: 0.062 +(epoch: 105, iters: 22036, time: 0.302, data: 0.015) G_GAN: 6.560 G_L1: 4.964 D_real: 0.015 D_fake: 0.049 +(epoch: 105, iters: 22136, time: 0.299, data: 0.020) G_GAN: 4.704 G_L1: 4.734 D_real: 0.016 D_fake: 0.039 +(epoch: 105, iters: 22236, time: 0.300, data: 0.019) G_GAN: 3.980 G_L1: 4.069 D_real: 0.093 D_fake: 0.123 +(epoch: 105, iters: 22336, time: 0.633, data: 0.019) G_GAN: 4.698 G_L1: 6.437 D_real: 0.001 D_fake: 0.096 +(epoch: 105, iters: 22436, time: 0.298, data: 0.018) G_GAN: 3.919 G_L1: 2.913 D_real: 0.316 D_fake: 0.036 +(epoch: 105, iters: 22536, time: 0.305, data: 0.019) G_GAN: 4.357 G_L1: 5.172 D_real: 0.013 D_fake: 0.079 +(epoch: 105, iters: 22636, time: 0.304, data: 0.020) G_GAN: 4.315 G_L1: 2.421 D_real: 0.313 D_fake: 0.127 +(epoch: 105, iters: 22736, time: 0.419, data: 0.018) G_GAN: 4.159 G_L1: 4.376 D_real: 0.063 D_fake: 0.288 +(epoch: 105, iters: 22836, time: 0.294, data: 0.021) G_GAN: 4.354 G_L1: 3.595 D_real: 0.442 D_fake: 0.021 +(epoch: 105, iters: 22936, time: 0.299, data: 0.019) G_GAN: 5.579 G_L1: 4.423 D_real: 0.046 D_fake: 0.035 +(epoch: 105, iters: 23036, time: 0.301, data: 0.021) G_GAN: 6.408 G_L1: 8.636 D_real: 0.112 D_fake: 0.006 +(epoch: 105, iters: 23136, time: 0.434, data: 0.021) G_GAN: 4.073 G_L1: 5.240 D_real: 0.021 D_fake: 0.104 +(epoch: 105, iters: 23236, time: 0.287, data: 0.020) G_GAN: 4.960 G_L1: 4.677 D_real: 0.088 D_fake: 0.104 +(epoch: 105, iters: 23336, time: 0.300, data: 0.018) G_GAN: 6.538 G_L1: 3.825 D_real: 0.019 D_fake: 0.006 +(epoch: 105, iters: 23436, time: 0.292, data: 0.019) G_GAN: 6.082 G_L1: 6.575 D_real: 0.040 D_fake: 0.033 +(epoch: 105, iters: 23536, time: 0.389, data: 0.019) G_GAN: 3.763 G_L1: 2.796 D_real: 0.058 D_fake: 0.187 +(epoch: 105, iters: 23636, time: 0.301, data: 0.019) G_GAN: 4.908 G_L1: 2.935 D_real: 0.018 D_fake: 0.044 +(epoch: 105, iters: 23736, time: 0.301, data: 0.020) G_GAN: 5.908 G_L1: 3.127 D_real: 0.057 D_fake: 0.010 +(epoch: 105, iters: 23836, time: 0.295, data: 0.021) G_GAN: 5.163 G_L1: 2.981 D_real: 0.243 D_fake: 0.014 +(epoch: 105, iters: 23936, time: 0.409, data: 0.020) G_GAN: 4.895 G_L1: 4.201 D_real: 0.003 D_fake: 0.084 +(epoch: 105, iters: 24036, time: 0.308, data: 0.017) G_GAN: 4.150 G_L1: 3.106 D_real: 0.181 D_fake: 0.050 +(epoch: 105, iters: 24136, time: 0.292, data: 0.021) G_GAN: 5.439 G_L1: 3.489 D_real: 0.000 D_fake: 0.016 +(epoch: 105, iters: 24236, time: 0.291, data: 0.019) G_GAN: 5.144 G_L1: 3.511 D_real: 0.017 D_fake: 0.015 +(epoch: 105, iters: 24336, time: 0.630, data: 0.018) G_GAN: 3.588 G_L1: 3.213 D_real: 0.238 D_fake: 0.072 +(epoch: 105, iters: 24436, time: 0.295, data: 0.018) G_GAN: 6.817 G_L1: 4.966 D_real: 0.006 D_fake: 0.011 +(epoch: 105, iters: 24536, time: 0.306, data: 0.018) G_GAN: 3.927 G_L1: 2.878 D_real: 0.091 D_fake: 0.181 +(epoch: 105, iters: 24636, time: 0.302, data: 0.020) G_GAN: 5.024 G_L1: 3.805 D_real: 0.000 D_fake: 0.034 +(epoch: 105, iters: 24736, time: 0.406, data: 0.025) G_GAN: 8.140 G_L1: 4.045 D_real: 0.191 D_fake: 0.004 +(epoch: 105, iters: 24836, time: 0.300, data: 0.019) G_GAN: 4.687 G_L1: 3.555 D_real: 0.010 D_fake: 0.080 +(epoch: 105, iters: 24936, time: 0.295, data: 0.018) G_GAN: 5.934 G_L1: 5.241 D_real: 0.116 D_fake: 0.176 +(epoch: 105, iters: 25036, time: 0.302, data: 0.017) G_GAN: 4.374 G_L1: 2.889 D_real: 0.187 D_fake: 0.042 +(epoch: 105, iters: 25136, time: 0.417, data: 0.020) G_GAN: 3.414 G_L1: 2.930 D_real: 0.575 D_fake: 0.092 +(epoch: 105, iters: 25236, time: 0.297, data: 0.020) G_GAN: 3.405 G_L1: 3.607 D_real: 0.000 D_fake: 0.170 +(epoch: 105, iters: 25336, time: 0.299, data: 0.019) G_GAN: 6.946 G_L1: 4.637 D_real: 0.073 D_fake: 0.010 +(epoch: 105, iters: 25436, time: 0.294, data: 0.018) G_GAN: 5.749 G_L1: 4.028 D_real: 0.174 D_fake: 0.018 +(epoch: 105, iters: 25536, time: 0.419, data: 0.020) G_GAN: 5.763 G_L1: 4.912 D_real: 0.003 D_fake: 0.072 +(epoch: 105, iters: 25636, time: 0.292, data: 0.019) G_GAN: 3.645 G_L1: 3.053 D_real: 0.205 D_fake: 0.077 +(epoch: 105, iters: 25736, time: 0.302, data: 0.019) G_GAN: 3.958 G_L1: 3.617 D_real: 0.131 D_fake: 0.062 +(epoch: 105, iters: 25836, time: 0.295, data: 0.020) G_GAN: 3.795 G_L1: 4.120 D_real: 0.045 D_fake: 0.119 +(epoch: 105, iters: 25936, time: 0.405, data: 0.018) G_GAN: 5.264 G_L1: 4.295 D_real: 0.108 D_fake: 0.030 +(epoch: 105, iters: 26036, time: 0.300, data: 0.018) G_GAN: 3.673 G_L1: 2.455 D_real: 0.125 D_fake: 0.079 +(epoch: 105, iters: 26136, time: 0.301, data: 0.019) G_GAN: 4.305 G_L1: 4.253 D_real: 0.030 D_fake: 0.096 +(epoch: 105, iters: 26236, time: 0.302, data: 0.019) G_GAN: 4.483 G_L1: 2.854 D_real: 0.123 D_fake: 0.030 +(epoch: 105, iters: 26336, time: 0.626, data: 0.020) G_GAN: 4.608 G_L1: 3.083 D_real: 0.085 D_fake: 0.053 +(epoch: 105, iters: 26436, time: 0.295, data: 0.019) G_GAN: 4.222 G_L1: 4.014 D_real: 0.012 D_fake: 0.049 +(epoch: 105, iters: 26536, time: 0.298, data: 0.019) G_GAN: 5.461 G_L1: 3.069 D_real: 0.179 D_fake: 0.028 +(epoch: 105, iters: 26636, time: 0.302, data: 0.019) G_GAN: 4.017 G_L1: 3.538 D_real: 0.558 D_fake: 0.050 +(epoch: 105, iters: 26736, time: 0.417, data: 0.020) G_GAN: 4.896 G_L1: 3.195 D_real: 0.008 D_fake: 0.046 +(epoch: 105, iters: 26836, time: 0.303, data: 0.018) G_GAN: 4.328 G_L1: 3.306 D_real: 0.010 D_fake: 0.101 +(epoch: 105, iters: 26936, time: 0.302, data: 0.020) G_GAN: 3.882 G_L1: 3.210 D_real: 0.145 D_fake: 0.103 +(epoch: 105, iters: 27036, time: 0.296, data: 0.019) G_GAN: 4.011 G_L1: 3.738 D_real: 0.023 D_fake: 0.176 +(epoch: 105, iters: 27136, time: 0.415, data: 0.019) G_GAN: 4.023 G_L1: 4.232 D_real: 0.023 D_fake: 0.084 +(epoch: 105, iters: 27236, time: 0.301, data: 0.018) G_GAN: 4.532 G_L1: 3.684 D_real: 0.013 D_fake: 0.037 +(epoch: 105, iters: 27336, time: 0.300, data: 0.032) G_GAN: 4.528 G_L1: 4.530 D_real: 0.000 D_fake: 0.044 +(epoch: 105, iters: 27436, time: 0.293, data: 0.019) G_GAN: 4.203 G_L1: 5.166 D_real: 0.039 D_fake: 0.181 +(epoch: 105, iters: 27536, time: 0.389, data: 0.018) G_GAN: 4.429 G_L1: 2.771 D_real: 0.384 D_fake: 0.020 +(epoch: 105, iters: 27636, time: 0.292, data: 0.019) G_GAN: 4.639 G_L1: 3.425 D_real: 0.067 D_fake: 0.028 +(epoch: 105, iters: 27736, time: 0.291, data: 0.021) G_GAN: 4.807 G_L1: 3.245 D_real: 0.095 D_fake: 0.018 +(epoch: 105, iters: 27836, time: 0.284, data: 0.019) G_GAN: 3.653 G_L1: 2.829 D_real: 0.237 D_fake: 0.061 +(epoch: 105, iters: 27936, time: 0.384, data: 0.017) G_GAN: 3.487 G_L1: 2.719 D_real: 0.156 D_fake: 0.109 +(epoch: 105, iters: 28036, time: 0.298, data: 0.021) G_GAN: 3.113 G_L1: 3.226 D_real: 0.165 D_fake: 0.099 +(epoch: 105, iters: 28136, time: 0.305, data: 0.017) G_GAN: 2.694 G_L1: 3.424 D_real: 0.230 D_fake: 0.206 +(epoch: 105, iters: 28236, time: 0.298, data: 0.019) G_GAN: 3.554 G_L1: 3.352 D_real: 0.102 D_fake: 0.106 +(epoch: 105, iters: 28336, time: 0.634, data: 0.018) G_GAN: 4.665 G_L1: 3.400 D_real: 0.059 D_fake: 0.062 +(epoch: 105, iters: 28436, time: 0.304, data: 0.020) G_GAN: 4.802 G_L1: 5.111 D_real: 0.148 D_fake: 0.055 +(epoch: 105, iters: 28536, time: 0.286, data: 0.020) G_GAN: 3.547 G_L1: 3.627 D_real: 0.148 D_fake: 0.093 +(epoch: 105, iters: 28636, time: 0.292, data: 0.017) G_GAN: 3.953 G_L1: 2.731 D_real: 0.043 D_fake: 0.047 +(epoch: 105, iters: 28736, time: 0.414, data: 0.021) G_GAN: 4.779 G_L1: 4.129 D_real: 0.024 D_fake: 0.062 +(epoch: 105, iters: 28836, time: 0.296, data: 0.018) G_GAN: 3.668 G_L1: 3.520 D_real: 0.185 D_fake: 0.059 +(epoch: 105, iters: 28936, time: 0.309, data: 0.019) G_GAN: 4.600 G_L1: 4.185 D_real: 0.008 D_fake: 0.044 +(epoch: 105, iters: 29036, time: 0.298, data: 0.019) G_GAN: 5.970 G_L1: 4.065 D_real: 0.003 D_fake: 0.013 +(epoch: 105, iters: 29136, time: 0.403, data: 0.030) G_GAN: 3.847 G_L1: 2.988 D_real: 0.069 D_fake: 0.080 +(epoch: 105, iters: 29236, time: 0.287, data: 0.019) G_GAN: 4.486 G_L1: 4.450 D_real: 0.039 D_fake: 0.086 +(epoch: 105, iters: 29336, time: 0.300, data: 0.020) G_GAN: 6.018 G_L1: 4.553 D_real: 0.013 D_fake: 0.019 +(epoch: 105, iters: 29436, time: 0.296, data: 0.019) G_GAN: 7.191 G_L1: 5.247 D_real: 0.279 D_fake: 0.002 +(epoch: 105, iters: 29536, time: 0.416, data: 0.020) G_GAN: 4.766 G_L1: 2.986 D_real: 0.010 D_fake: 0.069 +(epoch: 105, iters: 29636, time: 0.293, data: 0.019) G_GAN: 4.221 G_L1: 3.628 D_real: 0.477 D_fake: 0.024 +(epoch: 105, iters: 29736, time: 0.302, data: 0.020) G_GAN: 5.295 G_L1: 4.317 D_real: 0.091 D_fake: 0.017 +(epoch: 105, iters: 29836, time: 0.298, data: 0.021) G_GAN: 5.281 G_L1: 5.141 D_real: 0.049 D_fake: 0.245 +(epoch: 105, iters: 29936, time: 0.412, data: 0.019) G_GAN: 4.234 G_L1: 3.467 D_real: 0.524 D_fake: 0.046 +(epoch: 105, iters: 30036, time: 0.305, data: 0.020) G_GAN: 3.778 G_L1: 3.446 D_real: 0.175 D_fake: 0.055 +(epoch: 105, iters: 30136, time: 0.300, data: 0.019) G_GAN: 3.335 G_L1: 3.426 D_real: 0.009 D_fake: 0.163 +(epoch: 105, iters: 30236, time: 0.302, data: 0.019) G_GAN: 4.909 G_L1: 2.757 D_real: 0.021 D_fake: 0.041 +(epoch: 105, iters: 30336, time: 0.695, data: 0.019) G_GAN: 5.123 G_L1: 3.584 D_real: 0.039 D_fake: 0.025 +(epoch: 105, iters: 30436, time: 0.296, data: 0.019) G_GAN: 5.036 G_L1: 3.180 D_real: 0.005 D_fake: 0.057 +(epoch: 105, iters: 30536, time: 0.310, data: 0.018) G_GAN: 3.035 G_L1: 3.204 D_real: 0.019 D_fake: 0.146 +(epoch: 105, iters: 30636, time: 0.302, data: 0.021) G_GAN: 4.357 G_L1: 3.040 D_real: 0.004 D_fake: 0.070 +(epoch: 105, iters: 30736, time: 0.416, data: 0.020) G_GAN: 4.439 G_L1: 3.679 D_real: 0.268 D_fake: 0.028 +(epoch: 105, iters: 30836, time: 0.304, data: 0.019) G_GAN: 4.725 G_L1: 5.615 D_real: 0.006 D_fake: 0.102 +(epoch: 105, iters: 30936, time: 0.306, data: 0.020) G_GAN: 4.727 G_L1: 4.022 D_real: 0.091 D_fake: 0.023 +(epoch: 105, iters: 31036, time: 0.288, data: 0.022) G_GAN: 2.984 G_L1: 3.042 D_real: 0.068 D_fake: 0.138 +(epoch: 105, iters: 31136, time: 0.407, data: 0.020) G_GAN: 4.718 G_L1: 3.450 D_real: 0.013 D_fake: 0.056 +(epoch: 105, iters: 31236, time: 0.309, data: 0.018) G_GAN: 4.677 G_L1: 4.158 D_real: 0.075 D_fake: 0.034 +(epoch: 105, iters: 31336, time: 0.290, data: 0.019) G_GAN: 4.973 G_L1: 3.769 D_real: 0.212 D_fake: 0.014 +(epoch: 105, iters: 31436, time: 0.297, data: 0.019) G_GAN: 3.419 G_L1: 2.397 D_real: 0.652 D_fake: 0.058 +(epoch: 105, iters: 31536, time: 0.420, data: 0.018) G_GAN: 4.600 G_L1: 4.995 D_real: 0.180 D_fake: 0.118 +(epoch: 105, iters: 31636, time: 0.305, data: 0.019) G_GAN: 3.041 G_L1: 3.144 D_real: 0.001 D_fake: 0.192 +(epoch: 105, iters: 31736, time: 0.303, data: 0.019) G_GAN: 3.658 G_L1: 3.850 D_real: 0.115 D_fake: 0.081 +(epoch: 105, iters: 31836, time: 0.301, data: 0.021) G_GAN: 4.983 G_L1: 3.977 D_real: 0.048 D_fake: 0.026 +(epoch: 105, iters: 31936, time: 0.422, data: 0.021) G_GAN: 4.678 G_L1: 4.376 D_real: 0.010 D_fake: 0.102 +(epoch: 105, iters: 32036, time: 0.305, data: 0.020) G_GAN: 3.632 G_L1: 3.601 D_real: 0.021 D_fake: 0.221 +(epoch: 105, iters: 32136, time: 0.305, data: 0.020) G_GAN: 3.644 G_L1: 4.238 D_real: 0.025 D_fake: 0.106 +(epoch: 105, iters: 32236, time: 0.302, data: 0.019) G_GAN: 4.713 G_L1: 3.461 D_real: 0.012 D_fake: 0.045 +(epoch: 105, iters: 32336, time: 0.686, data: 0.021) G_GAN: 3.639 G_L1: 3.947 D_real: 0.032 D_fake: 0.070 +(epoch: 105, iters: 32436, time: 0.295, data: 0.019) G_GAN: 4.836 G_L1: 2.623 D_real: 0.375 D_fake: 0.032 +(epoch: 105, iters: 32536, time: 0.289, data: 0.018) G_GAN: 4.955 G_L1: 4.365 D_real: 0.063 D_fake: 0.026 +(epoch: 105, iters: 32636, time: 0.306, data: 0.017) G_GAN: 3.835 G_L1: 3.674 D_real: 0.105 D_fake: 0.108 +(epoch: 105, iters: 32736, time: 0.405, data: 0.020) G_GAN: 4.071 G_L1: 4.419 D_real: 0.003 D_fake: 0.048 +(epoch: 105, iters: 32836, time: 0.289, data: 0.018) G_GAN: 4.586 G_L1: 3.710 D_real: 0.097 D_fake: 0.105 +(epoch: 105, iters: 32936, time: 0.304, data: 0.017) G_GAN: 4.946 G_L1: 3.813 D_real: 0.046 D_fake: 0.065 +(epoch: 105, iters: 33036, time: 0.296, data: 0.019) G_GAN: 4.178 G_L1: 2.963 D_real: 0.238 D_fake: 0.037 +(epoch: 105, iters: 33136, time: 0.406, data: 0.020) G_GAN: 4.053 G_L1: 3.088 D_real: 0.011 D_fake: 0.081 +(epoch: 105, iters: 33236, time: 0.285, data: 0.019) G_GAN: 5.435 G_L1: 3.709 D_real: 0.000 D_fake: 0.022 +(epoch: 105, iters: 33336, time: 0.303, data: 0.017) G_GAN: 3.732 G_L1: 3.019 D_real: 0.514 D_fake: 0.065 +(epoch: 105, iters: 33436, time: 0.300, data: 0.020) G_GAN: 5.354 G_L1: 3.982 D_real: 0.005 D_fake: 0.045 +(epoch: 105, iters: 33536, time: 0.381, data: 0.020) G_GAN: 4.767 G_L1: 3.833 D_real: 0.076 D_fake: 0.029 +(epoch: 105, iters: 33636, time: 0.297, data: 0.018) G_GAN: 5.034 G_L1: 4.942 D_real: 0.003 D_fake: 0.052 +(epoch: 105, iters: 33736, time: 0.295, data: 0.017) G_GAN: 4.917 G_L1: 5.218 D_real: 0.001 D_fake: 0.033 +(epoch: 105, iters: 33836, time: 0.291, data: 0.019) G_GAN: 4.789 G_L1: 3.388 D_real: 0.011 D_fake: 0.031 +(epoch: 105, iters: 33936, time: 0.404, data: 0.022) G_GAN: 3.667 G_L1: 5.396 D_real: 0.133 D_fake: 0.106 +(epoch: 105, iters: 34036, time: 0.275, data: 0.018) G_GAN: 4.128 G_L1: 3.143 D_real: 0.004 D_fake: 0.043 +(epoch: 105, iters: 34136, time: 0.302, data: 0.017) G_GAN: 4.667 G_L1: 4.612 D_real: 0.357 D_fake: 0.032 +(epoch: 105, iters: 34236, time: 0.289, data: 0.020) G_GAN: 4.183 G_L1: 5.130 D_real: 0.012 D_fake: 0.108 +(epoch: 105, iters: 34336, time: 0.682, data: 0.018) G_GAN: 4.072 G_L1: 4.293 D_real: 0.003 D_fake: 0.060 +(epoch: 105, iters: 34436, time: 0.296, data: 0.020) G_GAN: 4.739 G_L1: 3.478 D_real: 0.030 D_fake: 0.069 +(epoch: 105, iters: 34536, time: 0.300, data: 0.018) G_GAN: 4.388 G_L1: 3.426 D_real: 0.243 D_fake: 0.024 +(epoch: 105, iters: 34636, time: 0.299, data: 0.018) G_GAN: 4.205 G_L1: 4.124 D_real: 0.056 D_fake: 0.079 +(epoch: 105, iters: 34736, time: 0.424, data: 0.020) G_GAN: 2.996 G_L1: 3.767 D_real: 0.035 D_fake: 0.180 +(epoch: 105, iters: 34836, time: 0.295, data: 0.017) G_GAN: 4.406 G_L1: 3.239 D_real: 0.220 D_fake: 0.088 +(epoch: 105, iters: 34936, time: 0.302, data: 0.019) G_GAN: 5.406 G_L1: 4.584 D_real: 0.001 D_fake: 0.066 +(epoch: 105, iters: 35036, time: 0.291, data: 0.019) G_GAN: 5.212 G_L1: 4.322 D_real: 0.374 D_fake: 0.010 +(epoch: 105, iters: 35136, time: 0.424, data: 0.019) G_GAN: 5.941 G_L1: 4.350 D_real: 0.000 D_fake: 0.009 +(epoch: 105, iters: 35236, time: 0.294, data: 0.020) G_GAN: 3.978 G_L1: 4.793 D_real: 0.090 D_fake: 0.125 +(epoch: 105, iters: 35336, time: 0.294, data: 0.018) G_GAN: 3.504 G_L1: 3.379 D_real: 0.235 D_fake: 0.062 +(epoch: 105, iters: 35436, time: 0.300, data: 0.018) G_GAN: 3.566 G_L1: 3.435 D_real: 0.266 D_fake: 0.084 +(epoch: 105, iters: 35536, time: 0.410, data: 0.019) G_GAN: 3.438 G_L1: 4.662 D_real: 0.028 D_fake: 0.127 +(epoch: 105, iters: 35636, time: 0.300, data: 0.022) G_GAN: 3.552 G_L1: 4.389 D_real: 0.082 D_fake: 0.288 +(epoch: 105, iters: 35736, time: 0.303, data: 0.021) G_GAN: 5.429 G_L1: 3.898 D_real: 0.253 D_fake: 0.017 +(epoch: 105, iters: 35836, time: 0.304, data: 0.020) G_GAN: 6.295 G_L1: 3.058 D_real: 0.104 D_fake: 0.026 +(epoch: 105, iters: 35936, time: 0.411, data: 0.020) G_GAN: 5.874 G_L1: 5.471 D_real: 0.057 D_fake: 0.007 +(epoch: 105, iters: 36036, time: 0.305, data: 0.019) G_GAN: 5.088 G_L1: 4.054 D_real: 0.033 D_fake: 0.056 +(epoch: 105, iters: 36136, time: 0.305, data: 0.031) G_GAN: 3.538 G_L1: 3.794 D_real: 0.322 D_fake: 0.173 +(epoch: 105, iters: 36236, time: 0.300, data: 0.019) G_GAN: 4.268 G_L1: 3.584 D_real: 0.042 D_fake: 0.155 +(epoch: 105, iters: 36336, time: 0.685, data: 0.018) G_GAN: 4.006 G_L1: 4.548 D_real: 0.059 D_fake: 0.309 +(epoch: 105, iters: 36436, time: 0.298, data: 0.019) G_GAN: 4.693 G_L1: 4.766 D_real: 0.081 D_fake: 0.064 +(epoch: 105, iters: 36536, time: 0.290, data: 0.019) G_GAN: 3.638 G_L1: 4.405 D_real: 0.056 D_fake: 0.093 +(epoch: 105, iters: 36636, time: 0.302, data: 0.018) G_GAN: 4.375 G_L1: 3.732 D_real: 0.077 D_fake: 0.048 +(epoch: 105, iters: 36736, time: 0.383, data: 0.020) G_GAN: 5.295 G_L1: 2.635 D_real: 0.017 D_fake: 0.026 +(epoch: 105, iters: 36836, time: 0.294, data: 0.020) G_GAN: 5.371 G_L1: 2.936 D_real: 0.024 D_fake: 0.037 +(epoch: 105, iters: 36936, time: 0.292, data: 0.019) G_GAN: 4.700 G_L1: 2.821 D_real: 0.041 D_fake: 0.029 +(epoch: 105, iters: 37036, time: 0.298, data: 0.020) G_GAN: 4.999 G_L1: 4.521 D_real: 0.083 D_fake: 0.092 +(epoch: 105, iters: 37136, time: 0.378, data: 0.018) G_GAN: 4.503 G_L1: 2.944 D_real: 0.025 D_fake: 0.038 +(epoch: 105, iters: 37236, time: 0.299, data: 0.019) G_GAN: 3.670 G_L1: 3.828 D_real: 0.150 D_fake: 0.146 +(epoch: 105, iters: 37336, time: 0.305, data: 0.019) G_GAN: 4.180 G_L1: 5.019 D_real: 0.129 D_fake: 0.130 +(epoch: 105, iters: 37436, time: 0.302, data: 0.019) G_GAN: 5.618 G_L1: 4.042 D_real: 0.130 D_fake: 0.038 +(epoch: 105, iters: 37536, time: 0.407, data: 0.021) G_GAN: 5.542 G_L1: 3.716 D_real: 0.099 D_fake: 0.009 +(epoch: 105, iters: 37636, time: 0.302, data: 0.018) G_GAN: 4.965 G_L1: 3.142 D_real: 0.026 D_fake: 0.064 +(epoch: 105, iters: 37736, time: 0.304, data: 0.019) G_GAN: 5.810 G_L1: 3.219 D_real: 0.076 D_fake: 0.013 +(epoch: 105, iters: 37836, time: 0.299, data: 0.019) G_GAN: 2.723 G_L1: 3.198 D_real: 0.030 D_fake: 0.267 +(epoch: 105, iters: 37936, time: 0.405, data: 0.020) G_GAN: 2.964 G_L1: 2.843 D_real: 0.333 D_fake: 0.137 +(epoch: 105, iters: 38036, time: 0.301, data: 0.019) G_GAN: 4.018 G_L1: 4.252 D_real: 0.016 D_fake: 0.046 +(epoch: 105, iters: 38136, time: 0.298, data: 0.020) G_GAN: 6.058 G_L1: 4.131 D_real: 0.272 D_fake: 0.007 +(epoch: 105, iters: 38236, time: 0.301, data: 0.019) G_GAN: 3.729 G_L1: 3.895 D_real: 0.010 D_fake: 0.123 +(epoch: 105, iters: 38336, time: 0.681, data: 0.019) G_GAN: 3.741 G_L1: 4.457 D_real: 0.060 D_fake: 0.100 +(epoch: 105, iters: 38436, time: 0.298, data: 0.019) G_GAN: 5.213 G_L1: 2.929 D_real: 0.010 D_fake: 0.062 +(epoch: 105, iters: 38536, time: 0.296, data: 0.020) G_GAN: 3.990 G_L1: 2.565 D_real: 0.038 D_fake: 0.159 +(epoch: 105, iters: 38636, time: 0.295, data: 0.018) G_GAN: 3.168 G_L1: 3.469 D_real: 0.086 D_fake: 0.220 +(epoch: 105, iters: 38736, time: 0.416, data: 0.019) G_GAN: 5.676 G_L1: 3.586 D_real: 0.042 D_fake: 0.011 +(epoch: 105, iters: 38836, time: 0.302, data: 0.019) G_GAN: 4.959 G_L1: 2.965 D_real: 0.072 D_fake: 0.023 +(epoch: 105, iters: 38936, time: 0.302, data: 0.020) G_GAN: 5.303 G_L1: 2.147 D_real: 0.112 D_fake: 0.012 +(epoch: 105, iters: 39036, time: 0.298, data: 0.021) G_GAN: 5.565 G_L1: 5.155 D_real: 0.018 D_fake: 0.037 +(epoch: 105, iters: 39136, time: 0.412, data: 0.019) G_GAN: 4.317 G_L1: 2.955 D_real: 0.023 D_fake: 0.114 +(epoch: 105, iters: 39236, time: 0.307, data: 0.025) G_GAN: 4.682 G_L1: 3.144 D_real: 0.030 D_fake: 0.029 +(epoch: 105, iters: 39336, time: 0.302, data: 0.027) G_GAN: 2.765 G_L1: 2.988 D_real: 0.024 D_fake: 0.226 +(epoch: 105, iters: 39436, time: 0.304, data: 0.020) G_GAN: 5.009 G_L1: 3.611 D_real: 0.002 D_fake: 0.174 +(epoch: 105, iters: 39536, time: 0.384, data: 0.020) G_GAN: 4.270 G_L1: 2.492 D_real: 0.035 D_fake: 0.073 +(epoch: 105, iters: 39636, time: 0.295, data: 0.018) G_GAN: 4.821 G_L1: 3.752 D_real: 0.157 D_fake: 0.042 +(epoch: 105, iters: 39736, time: 0.298, data: 0.019) G_GAN: 5.810 G_L1: 4.709 D_real: 0.287 D_fake: 0.010 +(epoch: 105, iters: 39836, time: 0.296, data: 0.020) G_GAN: 5.076 G_L1: 3.925 D_real: 0.019 D_fake: 0.025 +(epoch: 105, iters: 39936, time: 0.419, data: 0.021) G_GAN: 5.607 G_L1: 4.241 D_real: 0.029 D_fake: 0.061 +(epoch: 105, iters: 40036, time: 0.301, data: 0.020) G_GAN: 6.937 G_L1: 6.835 D_real: 0.008 D_fake: 0.006 +(epoch: 105, iters: 40136, time: 0.308, data: 0.020) G_GAN: 4.764 G_L1: 3.100 D_real: 0.017 D_fake: 0.042 +(epoch: 105, iters: 40236, time: 0.306, data: 0.019) G_GAN: 4.773 G_L1: 4.370 D_real: 0.001 D_fake: 0.025 +(epoch: 105, iters: 40336, time: 0.683, data: 0.020) G_GAN: 4.427 G_L1: 4.115 D_real: 0.063 D_fake: 0.342 +(epoch: 105, iters: 40436, time: 0.306, data: 0.019) G_GAN: 3.465 G_L1: 3.520 D_real: 0.180 D_fake: 0.138 +(epoch: 105, iters: 40536, time: 0.305, data: 0.021) G_GAN: 5.350 G_L1: 3.203 D_real: 0.031 D_fake: 0.034 +(epoch: 105, iters: 40636, time: 0.293, data: 0.020) G_GAN: 5.188 G_L1: 5.062 D_real: 0.011 D_fake: 0.186 +(epoch: 105, iters: 40736, time: 0.421, data: 0.021) G_GAN: 6.078 G_L1: 3.539 D_real: 0.038 D_fake: 0.050 +(epoch: 105, iters: 40836, time: 0.297, data: 0.020) G_GAN: 4.894 G_L1: 3.513 D_real: 0.053 D_fake: 0.050 +(epoch: 105, iters: 40936, time: 0.301, data: 0.020) G_GAN: 3.808 G_L1: 3.146 D_real: 0.249 D_fake: 0.140 +(epoch: 105, iters: 41036, time: 0.299, data: 0.020) G_GAN: 4.103 G_L1: 2.947 D_real: 0.124 D_fake: 0.054 +(epoch: 105, iters: 41136, time: 0.418, data: 0.020) G_GAN: 4.784 G_L1: 6.162 D_real: 0.315 D_fake: 0.118 +(epoch: 105, iters: 41236, time: 0.302, data: 0.020) G_GAN: 3.668 G_L1: 2.594 D_real: 0.035 D_fake: 0.124 +(epoch: 105, iters: 41336, time: 0.303, data: 0.019) G_GAN: 4.437 G_L1: 3.567 D_real: 0.014 D_fake: 0.079 +(epoch: 105, iters: 41436, time: 0.294, data: 0.019) G_GAN: 4.344 G_L1: 3.991 D_real: 0.006 D_fake: 0.059 +(epoch: 105, iters: 41536, time: 0.423, data: 0.021) G_GAN: 4.904 G_L1: 5.737 D_real: 0.219 D_fake: 0.034 +(epoch: 105, iters: 41636, time: 0.298, data: 0.020) G_GAN: 4.982 G_L1: 6.222 D_real: 0.000 D_fake: 0.046 +(epoch: 105, iters: 41736, time: 0.292, data: 0.021) G_GAN: 5.103 G_L1: 6.289 D_real: 0.174 D_fake: 0.052 +(epoch: 105, iters: 41836, time: 0.303, data: 0.019) G_GAN: 5.772 G_L1: 4.742 D_real: 0.011 D_fake: 0.076 +(epoch: 105, iters: 41936, time: 0.404, data: 0.020) G_GAN: 4.068 G_L1: 3.059 D_real: 0.011 D_fake: 0.063 +(epoch: 105, iters: 42036, time: 0.304, data: 0.017) G_GAN: 6.778 G_L1: 4.766 D_real: 0.010 D_fake: 0.006 +(epoch: 105, iters: 42136, time: 0.303, data: 0.020) G_GAN: 5.735 G_L1: 7.612 D_real: 0.004 D_fake: 0.022 +(epoch: 105, iters: 42236, time: 0.300, data: 0.020) G_GAN: 4.414 G_L1: 2.353 D_real: 0.061 D_fake: 0.197 +(epoch: 105, iters: 42336, time: 0.690, data: 0.021) G_GAN: 3.312 G_L1: 3.936 D_real: 0.001 D_fake: 0.111 +(epoch: 105, iters: 42436, time: 0.303, data: 0.020) G_GAN: 3.474 G_L1: 3.352 D_real: 0.464 D_fake: 0.072 +(epoch: 105, iters: 42536, time: 0.302, data: 0.020) G_GAN: 4.392 G_L1: 3.439 D_real: 0.046 D_fake: 0.035 +(epoch: 105, iters: 42636, time: 0.297, data: 0.020) G_GAN: 3.832 G_L1: 4.805 D_real: 0.050 D_fake: 0.109 +(epoch: 105, iters: 42736, time: 0.423, data: 0.020) G_GAN: 3.132 G_L1: 2.882 D_real: 0.129 D_fake: 0.175 +(epoch: 105, iters: 42836, time: 0.298, data: 0.018) G_GAN: 3.024 G_L1: 2.789 D_real: 0.379 D_fake: 0.163 +(epoch: 105, iters: 42936, time: 0.298, data: 0.021) G_GAN: 5.249 G_L1: 4.038 D_real: 0.076 D_fake: 0.023 +(epoch: 105, iters: 43036, time: 0.300, data: 0.020) G_GAN: 4.594 G_L1: 3.468 D_real: 0.006 D_fake: 0.065 +(epoch: 105, iters: 43136, time: 0.414, data: 0.020) G_GAN: 5.029 G_L1: 3.517 D_real: 0.011 D_fake: 0.054 +(epoch: 105, iters: 43236, time: 0.304, data: 0.019) G_GAN: 5.610 G_L1: 3.132 D_real: 0.064 D_fake: 0.015 +(epoch: 105, iters: 43336, time: 0.306, data: 0.020) G_GAN: 5.457 G_L1: 7.437 D_real: 0.013 D_fake: 0.041 +(epoch: 105, iters: 43436, time: 0.297, data: 0.019) G_GAN: 4.418 G_L1: 3.105 D_real: 0.710 D_fake: 0.013 +(epoch: 105, iters: 43536, time: 0.412, data: 0.018) G_GAN: 4.996 G_L1: 5.445 D_real: 0.035 D_fake: 0.073 +(epoch: 105, iters: 43636, time: 0.287, data: 0.019) G_GAN: 7.314 G_L1: 7.592 D_real: 0.036 D_fake: 0.008 +(epoch: 105, iters: 43736, time: 0.309, data: 0.018) G_GAN: 4.580 G_L1: 3.301 D_real: 0.114 D_fake: 0.060 +(epoch: 105, iters: 43836, time: 0.302, data: 0.019) G_GAN: 5.311 G_L1: 4.838 D_real: 0.007 D_fake: 0.021 +(epoch: 105, iters: 43936, time: 0.412, data: 0.018) G_GAN: 4.457 G_L1: 4.124 D_real: 0.000 D_fake: 0.085 +(epoch: 105, iters: 44036, time: 0.297, data: 0.024) G_GAN: 6.159 G_L1: 4.017 D_real: 0.021 D_fake: 0.013 +(epoch: 105, iters: 44136, time: 0.292, data: 0.018) G_GAN: 4.099 G_L1: 3.945 D_real: 0.001 D_fake: 0.214 +(epoch: 105, iters: 44236, time: 0.298, data: 0.020) G_GAN: 3.650 G_L1: 3.336 D_real: 0.019 D_fake: 0.114 +(epoch: 105, iters: 44336, time: 0.689, data: 0.019) G_GAN: 4.175 G_L1: 3.370 D_real: 0.088 D_fake: 0.049 +(epoch: 105, iters: 44436, time: 0.302, data: 0.020) G_GAN: 4.499 G_L1: 4.213 D_real: 0.006 D_fake: 0.162 +(epoch: 105, iters: 44536, time: 0.294, data: 0.019) G_GAN: 4.805 G_L1: 3.744 D_real: 0.163 D_fake: 0.030 +(epoch: 105, iters: 44636, time: 0.286, data: 0.020) G_GAN: 3.533 G_L1: 3.961 D_real: 0.018 D_fake: 0.560 +(epoch: 105, iters: 44736, time: 0.416, data: 0.020) G_GAN: 5.054 G_L1: 4.468 D_real: 0.661 D_fake: 0.017 +(epoch: 105, iters: 44836, time: 0.304, data: 0.019) G_GAN: 5.708 G_L1: 5.861 D_real: 0.000 D_fake: 0.015 +(epoch: 105, iters: 44936, time: 0.297, data: 0.022) G_GAN: 5.838 G_L1: 6.709 D_real: 0.041 D_fake: 0.021 +(epoch: 105, iters: 45036, time: 0.286, data: 0.019) G_GAN: 4.912 G_L1: 3.804 D_real: 0.086 D_fake: 0.073 +(epoch: 105, iters: 45136, time: 0.406, data: 0.018) G_GAN: 7.394 G_L1: 5.709 D_real: 0.021 D_fake: 0.005 +(epoch: 105, iters: 45236, time: 0.295, data: 0.018) G_GAN: 5.889 G_L1: 4.715 D_real: 0.066 D_fake: 0.030 +(epoch: 105, iters: 45336, time: 0.302, data: 0.023) G_GAN: 4.719 G_L1: 4.288 D_real: 0.058 D_fake: 0.046 +(epoch: 105, iters: 45436, time: 0.283, data: 0.020) G_GAN: 5.009 G_L1: 3.929 D_real: 0.000 D_fake: 0.028 +(epoch: 105, iters: 45536, time: 0.384, data: 0.019) G_GAN: 4.336 G_L1: 4.150 D_real: 0.027 D_fake: 0.102 +(epoch: 105, iters: 45636, time: 0.273, data: 0.015) G_GAN: 2.913 G_L1: 3.532 D_real: 0.016 D_fake: 0.289 +(epoch: 105, iters: 45736, time: 0.299, data: 0.016) G_GAN: 3.986 G_L1: 8.969 D_real: 0.198 D_fake: 0.098 +(epoch: 105, iters: 45836, time: 0.292, data: 0.019) G_GAN: 4.478 G_L1: 3.077 D_real: 0.104 D_fake: 0.098 +(epoch: 105, iters: 45936, time: 0.367, data: 0.019) G_GAN: 4.232 G_L1: 2.929 D_real: 0.097 D_fake: 0.061 +(epoch: 105, iters: 46036, time: 0.295, data: 0.019) G_GAN: 4.659 G_L1: 5.149 D_real: 0.115 D_fake: 0.072 +(epoch: 105, iters: 46136, time: 0.291, data: 0.018) G_GAN: 6.055 G_L1: 5.098 D_real: 0.037 D_fake: 0.018 +(epoch: 105, iters: 46236, time: 0.286, data: 0.018) G_GAN: 4.740 G_L1: 3.072 D_real: 0.124 D_fake: 0.084 +(epoch: 105, iters: 46336, time: 0.677, data: 0.019) G_GAN: 4.700 G_L1: 3.817 D_real: 0.005 D_fake: 0.036 +(epoch: 105, iters: 46436, time: 0.299, data: 0.018) G_GAN: 3.436 G_L1: 2.898 D_real: 0.162 D_fake: 0.105 +(epoch: 105, iters: 46536, time: 0.295, data: 0.022) G_GAN: 4.129 G_L1: 3.150 D_real: 0.003 D_fake: 0.106 +(epoch: 105, iters: 46636, time: 0.295, data: 0.019) G_GAN: 5.795 G_L1: 4.083 D_real: 0.207 D_fake: 0.078 +(epoch: 105, iters: 46736, time: 0.393, data: 0.018) G_GAN: 3.862 G_L1: 4.372 D_real: 0.700 D_fake: 0.032 +(epoch: 105, iters: 46836, time: 0.296, data: 0.020) G_GAN: 4.439 G_L1: 3.851 D_real: 0.015 D_fake: 0.035 +(epoch: 105, iters: 46936, time: 0.305, data: 0.019) G_GAN: 4.588 G_L1: 4.881 D_real: 0.002 D_fake: 0.038 +(epoch: 105, iters: 47036, time: 0.301, data: 0.019) G_GAN: 4.024 G_L1: 3.795 D_real: 0.354 D_fake: 0.062 +(epoch: 105, iters: 47136, time: 0.417, data: 0.020) G_GAN: 3.642 G_L1: 5.326 D_real: 0.031 D_fake: 0.161 +(epoch: 105, iters: 47236, time: 0.294, data: 0.019) G_GAN: 3.313 G_L1: 3.323 D_real: 0.007 D_fake: 0.123 +(epoch: 105, iters: 47336, time: 0.294, data: 0.020) G_GAN: 3.459 G_L1: 2.825 D_real: 0.059 D_fake: 0.129 +(epoch: 105, iters: 47436, time: 0.306, data: 0.020) G_GAN: 3.611 G_L1: 3.776 D_real: 0.447 D_fake: 0.229 +(epoch: 105, iters: 47536, time: 0.419, data: 0.019) G_GAN: 3.679 G_L1: 4.771 D_real: 0.323 D_fake: 0.131 +(epoch: 105, iters: 47636, time: 0.298, data: 0.017) G_GAN: 3.405 G_L1: 3.875 D_real: 0.091 D_fake: 0.094 +(epoch: 105, iters: 47736, time: 0.295, data: 0.019) G_GAN: 2.645 G_L1: 3.765 D_real: 0.894 D_fake: 0.326 +(epoch: 105, iters: 47836, time: 0.303, data: 0.019) G_GAN: 3.176 G_L1: 3.496 D_real: 0.026 D_fake: 0.178 +(epoch: 105, iters: 47936, time: 0.410, data: 0.019) G_GAN: 4.348 G_L1: 4.726 D_real: 0.042 D_fake: 0.038 +(epoch: 105, iters: 48036, time: 0.301, data: 0.020) G_GAN: 3.309 G_L1: 4.132 D_real: 0.066 D_fake: 0.151 +(epoch: 105, iters: 48136, time: 0.295, data: 0.020) G_GAN: 5.369 G_L1: 4.281 D_real: 0.011 D_fake: 0.038 +(epoch: 105, iters: 48236, time: 0.293, data: 0.019) G_GAN: 5.000 G_L1: 4.126 D_real: 0.003 D_fake: 0.032 +(epoch: 105, iters: 48336, time: 0.621, data: 0.018) G_GAN: 3.232 G_L1: 2.032 D_real: 0.315 D_fake: 0.121 +(epoch: 105, iters: 48436, time: 0.301, data: 0.020) G_GAN: 4.515 G_L1: 3.511 D_real: 0.097 D_fake: 0.029 +(epoch: 105, iters: 48536, time: 0.292, data: 0.019) G_GAN: 3.557 G_L1: 2.755 D_real: 0.149 D_fake: 0.055 +(epoch: 105, iters: 48636, time: 0.300, data: 0.020) G_GAN: 3.511 G_L1: 3.703 D_real: 0.093 D_fake: 0.137 +(epoch: 105, iters: 48736, time: 0.417, data: 0.021) G_GAN: 2.896 G_L1: 2.778 D_real: 0.099 D_fake: 0.212 +(epoch: 105, iters: 48836, time: 0.306, data: 0.020) G_GAN: 4.692 G_L1: 3.819 D_real: 0.032 D_fake: 0.075 +(epoch: 105, iters: 48936, time: 0.300, data: 0.021) G_GAN: 4.563 G_L1: 2.823 D_real: 0.071 D_fake: 0.047 +(epoch: 105, iters: 49036, time: 0.294, data: 0.021) G_GAN: 5.873 G_L1: 3.928 D_real: 0.003 D_fake: 0.053 +(epoch: 105, iters: 49136, time: 0.422, data: 0.018) G_GAN: 3.432 G_L1: 4.157 D_real: 0.103 D_fake: 0.148 +(epoch: 105, iters: 49236, time: 0.286, data: 0.019) G_GAN: 4.511 G_L1: 3.627 D_real: 0.050 D_fake: 0.045 +(epoch: 105, iters: 49336, time: 0.300, data: 0.023) G_GAN: 5.412 G_L1: 3.910 D_real: 0.046 D_fake: 0.117 +(epoch: 105, iters: 49436, time: 0.302, data: 0.019) G_GAN: 2.987 G_L1: 3.367 D_real: 0.036 D_fake: 0.182 +(epoch: 105, iters: 49536, time: 0.417, data: 0.019) G_GAN: 4.848 G_L1: 4.044 D_real: 0.224 D_fake: 0.047 +(epoch: 105, iters: 49636, time: 0.289, data: 0.019) G_GAN: 5.312 G_L1: 4.101 D_real: 0.015 D_fake: 0.038 +(epoch: 105, iters: 49736, time: 0.297, data: 0.019) G_GAN: 4.056 G_L1: 4.120 D_real: 0.267 D_fake: 0.113 +(epoch: 105, iters: 49836, time: 0.302, data: 0.019) G_GAN: 4.923 G_L1: 3.279 D_real: 0.041 D_fake: 0.051 +(epoch: 105, iters: 49936, time: 0.415, data: 0.023) G_GAN: 5.399 G_L1: 4.145 D_real: 0.058 D_fake: 0.038 +(epoch: 105, iters: 50036, time: 0.286, data: 0.019) G_GAN: 4.774 G_L1: 4.250 D_real: 0.046 D_fake: 0.076 +(epoch: 105, iters: 50136, time: 0.291, data: 0.016) G_GAN: 5.647 G_L1: 5.302 D_real: 0.423 D_fake: 0.014 +(epoch: 105, iters: 50236, time: 0.292, data: 0.018) G_GAN: 3.550 G_L1: 4.503 D_real: 0.132 D_fake: 0.103 +(epoch: 105, iters: 50336, time: 0.677, data: 0.020) G_GAN: 6.451 G_L1: 4.277 D_real: 0.318 D_fake: 0.015 +(epoch: 105, iters: 50436, time: 0.305, data: 0.020) G_GAN: 6.626 G_L1: 3.027 D_real: 0.201 D_fake: 0.008 +(epoch: 105, iters: 50536, time: 0.299, data: 0.021) G_GAN: 7.152 G_L1: 3.512 D_real: 0.045 D_fake: 0.010 +(epoch: 105, iters: 50636, time: 0.303, data: 0.021) G_GAN: 5.809 G_L1: 3.156 D_real: 0.035 D_fake: 0.037 +(epoch: 105, iters: 50736, time: 0.397, data: 0.019) G_GAN: 5.022 G_L1: 4.021 D_real: 0.006 D_fake: 0.049 +(epoch: 105, iters: 50836, time: 0.300, data: 0.019) G_GAN: 5.334 G_L1: 5.897 D_real: 0.095 D_fake: 0.026 +(epoch: 105, iters: 50936, time: 0.309, data: 0.019) G_GAN: 5.509 G_L1: 4.127 D_real: 0.014 D_fake: 0.028 +(epoch: 105, iters: 51036, time: 0.291, data: 0.022) G_GAN: 3.927 G_L1: 4.071 D_real: 0.052 D_fake: 0.056 +(epoch: 105, iters: 51136, time: 0.418, data: 0.020) G_GAN: 4.291 G_L1: 2.865 D_real: 0.031 D_fake: 0.133 +(epoch: 105, iters: 51236, time: 0.299, data: 0.019) G_GAN: 4.622 G_L1: 4.800 D_real: 0.043 D_fake: 0.033 +(epoch: 105, iters: 51336, time: 0.292, data: 0.021) G_GAN: 4.959 G_L1: 3.338 D_real: 0.038 D_fake: 0.053 +(epoch: 105, iters: 51436, time: 0.304, data: 0.022) G_GAN: 5.212 G_L1: 3.767 D_real: 0.069 D_fake: 0.052 +(epoch: 105, iters: 51536, time: 0.414, data: 0.020) G_GAN: 4.576 G_L1: 3.630 D_real: 0.027 D_fake: 0.207 +(epoch: 105, iters: 51636, time: 0.296, data: 0.018) G_GAN: 4.172 G_L1: 3.168 D_real: 0.088 D_fake: 0.059 +(epoch: 105, iters: 51736, time: 0.301, data: 0.019) G_GAN: 4.546 G_L1: 4.237 D_real: 0.089 D_fake: 0.045 +(epoch: 105, iters: 51836, time: 0.294, data: 0.021) G_GAN: 3.509 G_L1: 4.881 D_real: 0.014 D_fake: 0.159 +(epoch: 105, iters: 51936, time: 0.414, data: 0.020) G_GAN: 4.485 G_L1: 4.229 D_real: 0.180 D_fake: 0.031 +(epoch: 105, iters: 52036, time: 0.303, data: 0.019) G_GAN: 6.131 G_L1: 2.527 D_real: 0.139 D_fake: 0.104 +(epoch: 105, iters: 52136, time: 0.305, data: 0.019) G_GAN: 4.898 G_L1: 3.311 D_real: 0.035 D_fake: 0.315 +(epoch: 105, iters: 52236, time: 0.303, data: 0.019) G_GAN: 4.618 G_L1: 6.358 D_real: 0.164 D_fake: 0.043 +(epoch: 105, iters: 52336, time: 0.626, data: 0.030) G_GAN: 4.499 G_L1: 3.292 D_real: 0.158 D_fake: 0.191 +(epoch: 105, iters: 52436, time: 0.297, data: 0.020) G_GAN: 8.700 G_L1: 4.570 D_real: 0.180 D_fake: 0.028 +(epoch: 105, iters: 52536, time: 0.300, data: 0.020) G_GAN: 4.262 G_L1: 3.144 D_real: 0.262 D_fake: 0.025 +(epoch: 105, iters: 52636, time: 0.302, data: 0.019) G_GAN: 4.246 G_L1: 3.663 D_real: 0.077 D_fake: 0.092 +(epoch: 105, iters: 52736, time: 0.419, data: 0.020) G_GAN: 4.194 G_L1: 2.878 D_real: 0.446 D_fake: 0.107 +(epoch: 105, iters: 52836, time: 0.301, data: 0.019) G_GAN: 2.611 G_L1: 2.906 D_real: 0.547 D_fake: 0.105 +(epoch: 105, iters: 52936, time: 0.296, data: 0.020) G_GAN: 4.569 G_L1: 3.595 D_real: 0.033 D_fake: 0.082 +(epoch: 105, iters: 53036, time: 0.301, data: 0.020) G_GAN: 5.685 G_L1: 5.442 D_real: 0.092 D_fake: 0.016 +(epoch: 105, iters: 53136, time: 0.422, data: 0.034) G_GAN: 6.675 G_L1: 5.460 D_real: 0.030 D_fake: 0.023 +(epoch: 105, iters: 53236, time: 0.302, data: 0.019) G_GAN: 4.334 G_L1: 5.370 D_real: 0.008 D_fake: 0.060 +(epoch: 105, iters: 53336, time: 0.301, data: 0.020) G_GAN: 5.019 G_L1: 5.384 D_real: 0.073 D_fake: 0.031 +(epoch: 105, iters: 53436, time: 0.300, data: 0.021) G_GAN: 4.792 G_L1: 2.521 D_real: 0.005 D_fake: 0.030 +(epoch: 105, iters: 53536, time: 0.426, data: 0.020) G_GAN: 7.826 G_L1: 6.188 D_real: 0.008 D_fake: 0.005 +(epoch: 105, iters: 53636, time: 0.287, data: 0.021) G_GAN: 5.715 G_L1: 5.067 D_real: 0.077 D_fake: 0.027 +(epoch: 105, iters: 53736, time: 0.297, data: 0.020) G_GAN: 5.895 G_L1: 4.410 D_real: 0.004 D_fake: 0.057 +(epoch: 105, iters: 53836, time: 0.294, data: 0.020) G_GAN: 3.920 G_L1: 3.534 D_real: 0.001 D_fake: 0.256 +(epoch: 105, iters: 53936, time: 0.441, data: 0.020) G_GAN: 5.155 G_L1: 5.951 D_real: 0.002 D_fake: 0.076 +(epoch: 105, iters: 54036, time: 0.306, data: 0.041) G_GAN: 4.730 G_L1: 5.186 D_real: 0.008 D_fake: 0.049 +(epoch: 105, iters: 54136, time: 0.303, data: 0.021) G_GAN: 3.789 G_L1: 2.948 D_real: 0.064 D_fake: 0.073 +(epoch: 105, iters: 54236, time: 0.291, data: 0.019) G_GAN: 3.881 G_L1: 3.934 D_real: 0.940 D_fake: 0.039 +(epoch: 105, iters: 54336, time: 0.658, data: 0.021) G_GAN: 5.062 G_L1: 4.528 D_real: 0.006 D_fake: 0.032 +(epoch: 105, iters: 54436, time: 0.307, data: 0.019) G_GAN: 4.368 G_L1: 3.076 D_real: 0.156 D_fake: 0.078 +(epoch: 105, iters: 54536, time: 0.302, data: 0.021) G_GAN: 4.164 G_L1: 3.549 D_real: 0.315 D_fake: 0.061 +(epoch: 105, iters: 54636, time: 0.300, data: 0.019) G_GAN: 4.244 G_L1: 5.368 D_real: 0.093 D_fake: 0.043 +(epoch: 105, iters: 54736, time: 0.411, data: 0.020) G_GAN: 4.282 G_L1: 3.720 D_real: 0.165 D_fake: 0.071 +(epoch: 105, iters: 54836, time: 0.302, data: 0.022) G_GAN: 3.822 G_L1: 4.157 D_real: 0.279 D_fake: 0.069 +(epoch: 105, iters: 54936, time: 0.301, data: 0.021) G_GAN: 5.440 G_L1: 3.001 D_real: 0.151 D_fake: 0.057 +(epoch: 105, iters: 55036, time: 0.293, data: 0.019) G_GAN: 3.857 G_L1: 2.836 D_real: 0.015 D_fake: 0.137 +(epoch: 105, iters: 55136, time: 0.403, data: 0.021) G_GAN: 3.885 G_L1: 5.606 D_real: 0.656 D_fake: 0.049 +(epoch: 105, iters: 55236, time: 0.295, data: 0.017) G_GAN: 4.530 G_L1: 4.054 D_real: 0.261 D_fake: 0.037 +(epoch: 105, iters: 55336, time: 0.296, data: 0.019) G_GAN: 3.562 G_L1: 3.877 D_real: 0.014 D_fake: 0.112 +(epoch: 105, iters: 55436, time: 0.300, data: 0.020) G_GAN: 3.767 G_L1: 3.640 D_real: 0.001 D_fake: 0.129 +(epoch: 105, iters: 55536, time: 0.414, data: 0.019) G_GAN: 3.027 G_L1: 2.822 D_real: 0.671 D_fake: 0.143 +(epoch: 105, iters: 55636, time: 0.303, data: 0.021) G_GAN: 3.003 G_L1: 3.738 D_real: 0.032 D_fake: 0.553 +(epoch: 105, iters: 55736, time: 0.293, data: 0.022) G_GAN: 3.189 G_L1: 3.857 D_real: 0.001 D_fake: 0.144 +(epoch: 105, iters: 55836, time: 0.294, data: 0.017) G_GAN: 4.176 G_L1: 5.647 D_real: 0.101 D_fake: 0.065 +(epoch: 105, iters: 55936, time: 0.413, data: 0.022) G_GAN: 2.892 G_L1: 2.981 D_real: 0.128 D_fake: 0.203 +(epoch: 105, iters: 56036, time: 0.306, data: 0.018) G_GAN: 4.425 G_L1: 4.410 D_real: 0.303 D_fake: 0.031 +(epoch: 105, iters: 56136, time: 0.293, data: 0.021) G_GAN: 4.211 G_L1: 5.887 D_real: 0.076 D_fake: 0.189 +(epoch: 105, iters: 56236, time: 0.304, data: 0.019) G_GAN: 4.266 G_L1: 2.972 D_real: 0.009 D_fake: 0.076 +(epoch: 105, iters: 56336, time: 0.620, data: 0.019) G_GAN: 4.425 G_L1: 3.212 D_real: 0.021 D_fake: 0.086 +(epoch: 105, iters: 56436, time: 0.304, data: 0.019) G_GAN: 4.924 G_L1: 2.678 D_real: 0.010 D_fake: 0.069 +(epoch: 105, iters: 56536, time: 0.298, data: 0.021) G_GAN: 3.490 G_L1: 3.179 D_real: 0.119 D_fake: 0.117 +(epoch: 105, iters: 56636, time: 0.291, data: 0.020) G_GAN: 3.545 G_L1: 3.328 D_real: 0.046 D_fake: 0.095 +(epoch: 105, iters: 56736, time: 0.412, data: 0.018) G_GAN: 5.108 G_L1: 2.772 D_real: 0.027 D_fake: 0.038 +(epoch: 105, iters: 56836, time: 0.300, data: 0.019) G_GAN: 4.064 G_L1: 4.317 D_real: 0.263 D_fake: 0.062 +(epoch: 105, iters: 56936, time: 0.298, data: 0.020) G_GAN: 3.305 G_L1: 2.548 D_real: 0.467 D_fake: 0.189 +(epoch: 105, iters: 57036, time: 0.302, data: 0.022) G_GAN: 5.645 G_L1: 3.499 D_real: 0.001 D_fake: 0.021 +(epoch: 105, iters: 57136, time: 0.411, data: 0.020) G_GAN: 2.908 G_L1: 3.435 D_real: 0.372 D_fake: 0.135 +(epoch: 105, iters: 57236, time: 0.302, data: 0.020) G_GAN: 4.059 G_L1: 4.652 D_real: 0.025 D_fake: 0.634 +(epoch: 105, iters: 57336, time: 0.298, data: 0.023) G_GAN: 3.690 G_L1: 3.224 D_real: 0.350 D_fake: 0.058 +(epoch: 105, iters: 57436, time: 0.303, data: 0.020) G_GAN: 3.271 G_L1: 3.211 D_real: 0.051 D_fake: 0.188 +(epoch: 105, iters: 57536, time: 0.411, data: 0.019) G_GAN: 4.942 G_L1: 3.621 D_real: 0.073 D_fake: 0.033 +(epoch: 105, iters: 57636, time: 0.287, data: 0.020) G_GAN: 4.929 G_L1: 4.532 D_real: 0.463 D_fake: 0.035 +(epoch: 105, iters: 57736, time: 0.282, data: 0.021) G_GAN: 6.338 G_L1: 4.363 D_real: 0.131 D_fake: 0.013 +(epoch: 105, iters: 57836, time: 0.287, data: 0.017) G_GAN: 4.376 G_L1: 4.323 D_real: 0.141 D_fake: 0.095 +(epoch: 105, iters: 57936, time: 0.401, data: 0.036) G_GAN: 3.146 G_L1: 3.548 D_real: 0.210 D_fake: 0.222 +(epoch: 105, iters: 58036, time: 0.302, data: 0.018) G_GAN: 3.315 G_L1: 3.597 D_real: 0.136 D_fake: 0.321 +(epoch: 105, iters: 58136, time: 0.302, data: 0.021) G_GAN: 3.786 G_L1: 2.785 D_real: 0.001 D_fake: 0.140 +(epoch: 105, iters: 58236, time: 0.300, data: 0.018) G_GAN: 3.725 G_L1: 4.681 D_real: 0.005 D_fake: 0.156 +(epoch: 105, iters: 58336, time: 0.637, data: 0.021) G_GAN: 3.828 G_L1: 3.876 D_real: 0.005 D_fake: 0.122 +(epoch: 105, iters: 58436, time: 0.294, data: 0.019) G_GAN: 3.632 G_L1: 3.513 D_real: 0.020 D_fake: 0.089 +(epoch: 105, iters: 58536, time: 0.291, data: 0.018) G_GAN: 4.399 G_L1: 2.808 D_real: 0.132 D_fake: 0.046 +(epoch: 105, iters: 58636, time: 0.305, data: 0.020) G_GAN: 3.546 G_L1: 6.242 D_real: 0.020 D_fake: 0.228 +(epoch: 105, iters: 58736, time: 0.399, data: 0.020) G_GAN: 3.101 G_L1: 2.652 D_real: 0.197 D_fake: 0.094 +(epoch: 105, iters: 58836, time: 0.291, data: 0.020) G_GAN: 5.682 G_L1: 3.938 D_real: 0.001 D_fake: 0.086 +(epoch: 105, iters: 58936, time: 0.300, data: 0.020) G_GAN: 6.398 G_L1: 3.641 D_real: 0.000 D_fake: 0.005 +(epoch: 105, iters: 59036, time: 0.298, data: 0.020) G_GAN: 3.917 G_L1: 3.736 D_real: 0.065 D_fake: 0.092 +(epoch: 105, iters: 59136, time: 0.423, data: 0.023) G_GAN: 4.666 G_L1: 4.834 D_real: 0.007 D_fake: 0.097 +(epoch: 105, iters: 59236, time: 0.288, data: 0.018) G_GAN: 5.310 G_L1: 3.634 D_real: 0.195 D_fake: 0.022 +(epoch: 105, iters: 59336, time: 0.299, data: 0.020) G_GAN: 5.087 G_L1: 6.531 D_real: 0.022 D_fake: 0.111 +(epoch: 105, iters: 59436, time: 0.304, data: 0.020) G_GAN: 3.325 G_L1: 3.996 D_real: 0.330 D_fake: 0.124 +(epoch: 105, iters: 59536, time: 0.418, data: 0.020) G_GAN: 7.052 G_L1: 4.184 D_real: 0.053 D_fake: 0.062 +(epoch: 105, iters: 59636, time: 0.300, data: 0.019) G_GAN: 3.268 G_L1: 4.124 D_real: 0.096 D_fake: 0.251 +(epoch: 105, iters: 59736, time: 0.305, data: 0.021) G_GAN: 4.180 G_L1: 3.739 D_real: 0.041 D_fake: 0.074 +(epoch: 105, iters: 59836, time: 0.302, data: 0.019) G_GAN: 4.518 G_L1: 3.399 D_real: 0.112 D_fake: 0.066 +(epoch: 105, iters: 59936, time: 0.412, data: 0.021) G_GAN: 4.210 G_L1: 3.236 D_real: 0.129 D_fake: 0.197 +(epoch: 106, iters: 20, time: 0.298, data: 0.019) G_GAN: 3.837 G_L1: 3.407 D_real: 0.138 D_fake: 0.198 +(epoch: 106, iters: 120, time: 0.287, data: 0.019) G_GAN: 3.066 G_L1: 3.117 D_real: 0.041 D_fake: 0.295 +(epoch: 106, iters: 220, time: 0.290, data: 0.018) G_GAN: 3.184 G_L1: 3.600 D_real: 0.002 D_fake: 0.305 +(epoch: 106, iters: 320, time: 0.575, data: 0.019) G_GAN: 3.937 G_L1: 3.936 D_real: 0.062 D_fake: 0.097 +(epoch: 106, iters: 420, time: 0.294, data: 0.018) G_GAN: 5.964 G_L1: 3.590 D_real: 0.101 D_fake: 0.144 +(epoch: 106, iters: 520, time: 0.298, data: 0.029) G_GAN: 4.862 G_L1: 5.143 D_real: 0.023 D_fake: 0.066 +(epoch: 106, iters: 620, time: 0.294, data: 0.020) G_GAN: 4.626 G_L1: 3.032 D_real: 0.141 D_fake: 0.161 +(epoch: 106, iters: 720, time: 0.414, data: 0.018) G_GAN: 3.677 G_L1: 2.703 D_real: 0.222 D_fake: 0.108 +(epoch: 106, iters: 820, time: 0.280, data: 0.020) G_GAN: 3.573 G_L1: 3.800 D_real: 0.260 D_fake: 0.137 +(epoch: 106, iters: 920, time: 0.292, data: 0.018) G_GAN: 4.016 G_L1: 3.339 D_real: 0.046 D_fake: 0.051 +(epoch: 106, iters: 1020, time: 0.294, data: 0.020) G_GAN: 2.901 G_L1: 3.034 D_real: 0.418 D_fake: 0.312 +(epoch: 106, iters: 1120, time: 0.375, data: 0.019) G_GAN: 5.603 G_L1: 4.414 D_real: 0.000 D_fake: 0.055 +(epoch: 106, iters: 1220, time: 0.274, data: 0.018) G_GAN: 5.428 G_L1: 3.171 D_real: 0.049 D_fake: 0.024 +(epoch: 106, iters: 1320, time: 0.272, data: 0.016) G_GAN: 4.559 G_L1: 2.877 D_real: 0.026 D_fake: 0.030 +(epoch: 106, iters: 1420, time: 0.312, data: 0.015) G_GAN: 2.802 G_L1: 4.823 D_real: 0.008 D_fake: 0.369 +(epoch: 106, iters: 1520, time: 0.398, data: 0.019) G_GAN: 3.669 G_L1: 3.776 D_real: 0.012 D_fake: 0.090 +(epoch: 106, iters: 1620, time: 0.265, data: 0.018) G_GAN: 3.380 G_L1: 4.166 D_real: 0.384 D_fake: 0.137 +(epoch: 106, iters: 1720, time: 0.282, data: 0.015) G_GAN: 3.967 G_L1: 2.874 D_real: 0.209 D_fake: 0.080 +(epoch: 106, iters: 1820, time: 0.292, data: 0.018) G_GAN: 5.083 G_L1: 9.620 D_real: 0.014 D_fake: 0.029 +(epoch: 106, iters: 1920, time: 0.422, data: 0.020) G_GAN: 4.641 G_L1: 6.566 D_real: 0.112 D_fake: 0.029 +(epoch: 106, iters: 2020, time: 0.294, data: 0.021) G_GAN: 5.423 G_L1: 3.417 D_real: 0.033 D_fake: 0.021 +(epoch: 106, iters: 2120, time: 0.274, data: 0.019) G_GAN: 4.770 G_L1: 4.472 D_real: 0.000 D_fake: 0.144 +(epoch: 106, iters: 2220, time: 0.284, data: 0.017) G_GAN: 3.893 G_L1: 3.149 D_real: 0.036 D_fake: 0.124 +(epoch: 106, iters: 2320, time: 0.648, data: 0.016) G_GAN: 3.007 G_L1: 5.387 D_real: 0.010 D_fake: 0.181 +(epoch: 106, iters: 2420, time: 0.270, data: 0.016) G_GAN: 4.851 G_L1: 3.353 D_real: 0.002 D_fake: 0.037 +(epoch: 106, iters: 2520, time: 0.282, data: 0.019) G_GAN: 4.316 G_L1: 3.355 D_real: 0.013 D_fake: 0.040 +(epoch: 106, iters: 2620, time: 0.282, data: 0.017) G_GAN: 5.559 G_L1: 3.751 D_real: 0.159 D_fake: 0.015 +(epoch: 106, iters: 2720, time: 0.413, data: 0.018) G_GAN: 3.734 G_L1: 3.555 D_real: 0.023 D_fake: 0.062 +(epoch: 106, iters: 2820, time: 0.288, data: 0.018) G_GAN: 4.717 G_L1: 6.347 D_real: 0.019 D_fake: 0.102 +(epoch: 106, iters: 2920, time: 0.284, data: 0.018) G_GAN: 3.421 G_L1: 3.717 D_real: 0.130 D_fake: 0.150 +(epoch: 106, iters: 3020, time: 0.292, data: 0.018) G_GAN: 4.735 G_L1: 3.750 D_real: 0.019 D_fake: 0.063 +(epoch: 106, iters: 3120, time: 0.399, data: 0.019) G_GAN: 2.674 G_L1: 3.852 D_real: 0.066 D_fake: 0.222 +(epoch: 106, iters: 3220, time: 0.289, data: 0.020) G_GAN: 3.452 G_L1: 4.565 D_real: 0.136 D_fake: 0.151 +(epoch: 106, iters: 3320, time: 0.285, data: 0.018) G_GAN: 5.201 G_L1: 2.618 D_real: 0.045 D_fake: 0.017 +(epoch: 106, iters: 3420, time: 0.294, data: 0.018) G_GAN: 3.852 G_L1: 2.233 D_real: 0.100 D_fake: 0.077 +(epoch: 106, iters: 3520, time: 0.419, data: 0.018) G_GAN: 5.536 G_L1: 7.318 D_real: 0.120 D_fake: 0.028 +(epoch: 106, iters: 3620, time: 0.286, data: 0.018) G_GAN: 5.344 G_L1: 6.789 D_real: 0.015 D_fake: 0.429 +(epoch: 106, iters: 3720, time: 0.293, data: 0.018) G_GAN: 3.544 G_L1: 2.997 D_real: 0.073 D_fake: 0.198 +(epoch: 106, iters: 3820, time: 0.297, data: 0.016) G_GAN: 4.281 G_L1: 3.291 D_real: 0.112 D_fake: 0.036 +(epoch: 106, iters: 3920, time: 0.396, data: 0.020) G_GAN: 6.747 G_L1: 5.378 D_real: 0.004 D_fake: 0.006 +(epoch: 106, iters: 4020, time: 0.277, data: 0.018) G_GAN: 4.234 G_L1: 4.624 D_real: 0.418 D_fake: 0.056 +(epoch: 106, iters: 4120, time: 0.290, data: 0.017) G_GAN: 7.535 G_L1: 3.603 D_real: 0.005 D_fake: 0.004 +(epoch: 106, iters: 4220, time: 0.288, data: 0.018) G_GAN: 4.798 G_L1: 2.168 D_real: 0.006 D_fake: 0.061 +(epoch: 106, iters: 4320, time: 0.586, data: 0.020) G_GAN: 4.118 G_L1: 3.390 D_real: 0.026 D_fake: 0.069 +(epoch: 106, iters: 4420, time: 0.288, data: 0.018) G_GAN: 5.154 G_L1: 2.864 D_real: 0.008 D_fake: 0.049 +(epoch: 106, iters: 4520, time: 0.277, data: 0.017) G_GAN: 4.560 G_L1: 4.320 D_real: 0.001 D_fake: 0.089 +(epoch: 106, iters: 4620, time: 0.279, data: 0.017) G_GAN: 6.033 G_L1: 2.295 D_real: 0.002 D_fake: 0.007 +(epoch: 106, iters: 4720, time: 0.415, data: 0.016) G_GAN: 4.112 G_L1: 4.136 D_real: 0.005 D_fake: 0.053 +(epoch: 106, iters: 4820, time: 0.297, data: 0.018) G_GAN: 6.160 G_L1: 4.022 D_real: 0.043 D_fake: 0.008 +(epoch: 106, iters: 4920, time: 0.298, data: 0.018) G_GAN: 5.035 G_L1: 4.322 D_real: 0.177 D_fake: 0.025 +(epoch: 106, iters: 5020, time: 0.285, data: 0.018) G_GAN: 3.481 G_L1: 2.882 D_real: 0.055 D_fake: 0.088 +(epoch: 106, iters: 5120, time: 0.417, data: 0.016) G_GAN: 5.102 G_L1: 4.172 D_real: 0.009 D_fake: 0.023 +(epoch: 106, iters: 5220, time: 0.294, data: 0.018) G_GAN: 7.561 G_L1: 3.125 D_real: 0.004 D_fake: 0.002 +(epoch: 106, iters: 5320, time: 0.292, data: 0.019) G_GAN: 6.828 G_L1: 4.043 D_real: 0.018 D_fake: 0.006 +(epoch: 106, iters: 5420, time: 0.296, data: 0.017) G_GAN: 6.795 G_L1: 5.173 D_real: 0.096 D_fake: 0.011 +(epoch: 106, iters: 5520, time: 0.407, data: 0.018) G_GAN: 4.468 G_L1: 3.900 D_real: 0.008 D_fake: 0.068 +(epoch: 106, iters: 5620, time: 0.295, data: 0.018) G_GAN: 5.749 G_L1: 4.288 D_real: 0.017 D_fake: 0.021 +(epoch: 106, iters: 5720, time: 0.293, data: 0.049) G_GAN: 5.096 G_L1: 3.848 D_real: 0.001 D_fake: 0.085 +(epoch: 106, iters: 5820, time: 0.295, data: 0.020) G_GAN: 5.292 G_L1: 3.425 D_real: 0.512 D_fake: 0.046 +(epoch: 106, iters: 5920, time: 0.409, data: 0.018) G_GAN: 5.845 G_L1: 4.245 D_real: 0.125 D_fake: 0.031 +(epoch: 106, iters: 6020, time: 0.301, data: 0.018) G_GAN: 3.436 G_L1: 4.450 D_real: 0.352 D_fake: 0.082 +(epoch: 106, iters: 6120, time: 0.287, data: 0.019) G_GAN: 4.455 G_L1: 4.078 D_real: 0.002 D_fake: 0.039 +(epoch: 106, iters: 6220, time: 0.294, data: 0.019) G_GAN: 4.985 G_L1: 5.006 D_real: 0.008 D_fake: 0.033 +(epoch: 106, iters: 6320, time: 0.658, data: 0.021) G_GAN: 4.071 G_L1: 3.466 D_real: 0.010 D_fake: 0.046 +(epoch: 106, iters: 6420, time: 0.290, data: 0.020) G_GAN: 3.945 G_L1: 3.738 D_real: 0.021 D_fake: 0.091 +(epoch: 106, iters: 6520, time: 0.298, data: 0.018) G_GAN: 3.191 G_L1: 3.719 D_real: 0.007 D_fake: 0.227 +(epoch: 106, iters: 6620, time: 0.286, data: 0.020) G_GAN: 3.344 G_L1: 2.796 D_real: 0.386 D_fake: 0.080 +(epoch: 106, iters: 6720, time: 0.408, data: 0.017) G_GAN: 3.334 G_L1: 4.499 D_real: 0.122 D_fake: 0.179 +(epoch: 106, iters: 6820, time: 0.294, data: 0.018) G_GAN: 3.279 G_L1: 3.352 D_real: 0.048 D_fake: 0.121 +(epoch: 106, iters: 6920, time: 0.288, data: 0.018) G_GAN: 5.717 G_L1: 3.688 D_real: 0.007 D_fake: 0.022 +(epoch: 106, iters: 7020, time: 0.293, data: 0.019) G_GAN: 5.158 G_L1: 3.868 D_real: 0.042 D_fake: 0.021 +(epoch: 106, iters: 7120, time: 0.406, data: 0.018) G_GAN: 6.346 G_L1: 3.613 D_real: 0.001 D_fake: 0.029 +(epoch: 106, iters: 7220, time: 0.282, data: 0.019) G_GAN: 3.764 G_L1: 2.273 D_real: 0.015 D_fake: 0.062 +(epoch: 106, iters: 7320, time: 0.291, data: 0.018) G_GAN: 6.287 G_L1: 6.363 D_real: 0.048 D_fake: 0.047 +(epoch: 106, iters: 7420, time: 0.298, data: 0.020) G_GAN: 3.618 G_L1: 3.342 D_real: 0.008 D_fake: 0.110 +(epoch: 106, iters: 7520, time: 0.414, data: 0.019) G_GAN: 4.114 G_L1: 3.691 D_real: 0.001 D_fake: 0.091 +(epoch: 106, iters: 7620, time: 0.297, data: 0.019) G_GAN: 4.098 G_L1: 4.551 D_real: 0.520 D_fake: 0.046 +(epoch: 106, iters: 7720, time: 0.289, data: 0.021) G_GAN: 4.705 G_L1: 3.661 D_real: 0.189 D_fake: 0.043 +(epoch: 106, iters: 7820, time: 0.296, data: 0.019) G_GAN: 5.459 G_L1: 3.233 D_real: 0.092 D_fake: 0.016 +(epoch: 106, iters: 7920, time: 0.398, data: 0.032) G_GAN: 4.822 G_L1: 3.764 D_real: 0.079 D_fake: 0.025 +(epoch: 106, iters: 8020, time: 0.279, data: 0.018) G_GAN: 3.081 G_L1: 3.403 D_real: 0.005 D_fake: 0.141 +(epoch: 106, iters: 8120, time: 0.292, data: 0.019) G_GAN: 4.400 G_L1: 3.977 D_real: 0.142 D_fake: 0.055 +(epoch: 106, iters: 8220, time: 0.297, data: 0.021) G_GAN: 4.327 G_L1: 3.359 D_real: 0.005 D_fake: 0.080 +(epoch: 106, iters: 8320, time: 0.623, data: 0.020) G_GAN: 3.619 G_L1: 4.073 D_real: 0.016 D_fake: 0.126 +(epoch: 106, iters: 8420, time: 0.282, data: 0.020) G_GAN: 4.295 G_L1: 5.714 D_real: 0.015 D_fake: 0.058 +(epoch: 106, iters: 8520, time: 0.297, data: 0.019) G_GAN: 4.848 G_L1: 5.188 D_real: 0.060 D_fake: 0.024 +(epoch: 106, iters: 8620, time: 0.294, data: 0.018) G_GAN: 3.273 G_L1: 5.215 D_real: 0.207 D_fake: 0.398 +(epoch: 106, iters: 8720, time: 0.397, data: 0.022) G_GAN: 5.163 G_L1: 4.046 D_real: 0.064 D_fake: 0.022 +(epoch: 106, iters: 8820, time: 0.303, data: 0.020) G_GAN: 4.840 G_L1: 3.936 D_real: 0.031 D_fake: 0.113 +(epoch: 106, iters: 8920, time: 0.292, data: 0.019) G_GAN: 4.552 G_L1: 3.336 D_real: 0.017 D_fake: 0.028 +(epoch: 106, iters: 9020, time: 0.305, data: 0.020) G_GAN: 4.130 G_L1: 3.111 D_real: 0.286 D_fake: 0.050 +(epoch: 106, iters: 9120, time: 0.408, data: 0.020) G_GAN: 4.557 G_L1: 3.180 D_real: 0.227 D_fake: 0.081 +(epoch: 106, iters: 9220, time: 0.295, data: 0.018) G_GAN: 6.769 G_L1: 5.270 D_real: 0.037 D_fake: 0.007 +(epoch: 106, iters: 9320, time: 0.275, data: 0.019) G_GAN: 4.164 G_L1: 3.413 D_real: 0.039 D_fake: 0.085 +(epoch: 106, iters: 9420, time: 0.295, data: 0.015) G_GAN: 4.226 G_L1: 3.098 D_real: 0.157 D_fake: 0.038 +(epoch: 106, iters: 9520, time: 0.406, data: 0.020) G_GAN: 3.040 G_L1: 3.250 D_real: 0.038 D_fake: 0.158 +(epoch: 106, iters: 9620, time: 0.268, data: 0.019) G_GAN: 4.103 G_L1: 2.915 D_real: 0.019 D_fake: 0.047 +(epoch: 106, iters: 9720, time: 0.274, data: 0.015) G_GAN: 4.734 G_L1: 3.752 D_real: 0.719 D_fake: 0.133 +(epoch: 106, iters: 9820, time: 0.285, data: 0.018) G_GAN: 5.529 G_L1: 3.091 D_real: 0.380 D_fake: 0.010 +(epoch: 106, iters: 9920, time: 0.384, data: 0.019) G_GAN: 3.836 G_L1: 2.322 D_real: 0.235 D_fake: 0.043 +(epoch: 106, iters: 10020, time: 0.302, data: 0.016) G_GAN: 3.955 G_L1: 5.790 D_real: 0.043 D_fake: 0.084 +(epoch: 106, iters: 10120, time: 0.287, data: 0.020) G_GAN: 4.308 G_L1: 2.753 D_real: 0.098 D_fake: 0.052 +(epoch: 106, iters: 10220, time: 0.298, data: 0.018) G_GAN: 6.845 G_L1: 5.824 D_real: 0.000 D_fake: 0.023 +(epoch: 106, iters: 10320, time: 0.577, data: 0.018) G_GAN: 4.570 G_L1: 3.179 D_real: 0.117 D_fake: 0.034 +(epoch: 106, iters: 10420, time: 0.300, data: 0.018) G_GAN: 4.673 G_L1: 4.905 D_real: 0.183 D_fake: 0.055 +(epoch: 106, iters: 10520, time: 0.289, data: 0.022) G_GAN: 3.566 G_L1: 3.972 D_real: 0.119 D_fake: 0.093 +(epoch: 106, iters: 10620, time: 0.294, data: 0.018) G_GAN: 6.409 G_L1: 4.095 D_real: 0.040 D_fake: 0.022 +(epoch: 106, iters: 10720, time: 0.411, data: 0.021) G_GAN: 3.574 G_L1: 3.486 D_real: 0.057 D_fake: 0.123 +(epoch: 106, iters: 10820, time: 0.303, data: 0.018) G_GAN: 4.862 G_L1: 5.425 D_real: 0.467 D_fake: 0.029 +(epoch: 106, iters: 10920, time: 0.301, data: 0.020) G_GAN: 5.340 G_L1: 5.619 D_real: 0.004 D_fake: 0.053 +(epoch: 106, iters: 11020, time: 0.305, data: 0.021) G_GAN: 5.087 G_L1: 3.235 D_real: 0.066 D_fake: 0.022 +(epoch: 106, iters: 11120, time: 0.395, data: 0.024) G_GAN: 5.508 G_L1: 5.147 D_real: 0.212 D_fake: 0.011 +(epoch: 106, iters: 11220, time: 0.297, data: 0.016) G_GAN: 4.153 G_L1: 4.924 D_real: 0.080 D_fake: 0.081 +(epoch: 106, iters: 11320, time: 0.300, data: 0.020) G_GAN: 3.584 G_L1: 2.734 D_real: 0.221 D_fake: 0.924 +(epoch: 106, iters: 11420, time: 0.291, data: 0.019) G_GAN: 4.336 G_L1: 4.089 D_real: 0.071 D_fake: 0.133 +(epoch: 106, iters: 11520, time: 0.398, data: 0.020) G_GAN: 4.976 G_L1: 4.213 D_real: 0.024 D_fake: 0.045 +(epoch: 106, iters: 11620, time: 0.296, data: 0.018) G_GAN: 4.901 G_L1: 3.599 D_real: 0.040 D_fake: 0.038 +(epoch: 106, iters: 11720, time: 0.300, data: 0.019) G_GAN: 4.960 G_L1: 4.041 D_real: 0.083 D_fake: 0.044 +(epoch: 106, iters: 11820, time: 0.294, data: 0.019) G_GAN: 7.135 G_L1: 8.331 D_real: 0.001 D_fake: 0.068 +(epoch: 106, iters: 11920, time: 0.411, data: 0.018) G_GAN: 4.894 G_L1: 4.527 D_real: 0.135 D_fake: 0.031 +(epoch: 106, iters: 12020, time: 0.282, data: 0.017) G_GAN: 4.006 G_L1: 4.339 D_real: 0.070 D_fake: 0.062 +(epoch: 106, iters: 12120, time: 0.295, data: 0.016) G_GAN: 5.987 G_L1: 4.695 D_real: 0.016 D_fake: 0.030 +(epoch: 106, iters: 12220, time: 0.301, data: 0.017) G_GAN: 2.798 G_L1: 3.822 D_real: 0.037 D_fake: 0.497 +(epoch: 106, iters: 12320, time: 0.586, data: 0.020) G_GAN: 3.844 G_L1: 3.736 D_real: 0.343 D_fake: 0.115 +(epoch: 106, iters: 12420, time: 0.306, data: 0.020) G_GAN: 4.486 G_L1: 4.646 D_real: 0.522 D_fake: 0.015 +(epoch: 106, iters: 12520, time: 0.289, data: 0.020) G_GAN: 3.870 G_L1: 4.099 D_real: 0.168 D_fake: 0.051 +(epoch: 106, iters: 12620, time: 0.288, data: 0.018) G_GAN: 4.753 G_L1: 1.926 D_real: 0.857 D_fake: 0.013 +(epoch: 106, iters: 12720, time: 0.395, data: 0.018) G_GAN: 5.514 G_L1: 4.013 D_real: 0.197 D_fake: 0.023 +(epoch: 106, iters: 12820, time: 0.295, data: 0.016) G_GAN: 5.410 G_L1: 3.630 D_real: 0.015 D_fake: 0.033 +(epoch: 106, iters: 12920, time: 0.283, data: 0.018) G_GAN: 3.732 G_L1: 3.533 D_real: 0.335 D_fake: 0.251 +(epoch: 106, iters: 13020, time: 0.267, data: 0.017) G_GAN: 5.569 G_L1: 4.326 D_real: 0.038 D_fake: 0.034 +(epoch: 106, iters: 13120, time: 0.410, data: 0.017) G_GAN: 5.316 G_L1: 5.974 D_real: 0.006 D_fake: 0.017 +(epoch: 106, iters: 13220, time: 0.276, data: 0.020) G_GAN: 3.138 G_L1: 4.337 D_real: 0.317 D_fake: 0.126 +(epoch: 106, iters: 13320, time: 0.288, data: 0.019) G_GAN: 4.527 G_L1: 3.269 D_real: 0.199 D_fake: 0.028 +(epoch: 106, iters: 13420, time: 0.302, data: 0.020) G_GAN: 5.421 G_L1: 5.064 D_real: 0.001 D_fake: 0.043 +(epoch: 106, iters: 13520, time: 0.418, data: 0.020) G_GAN: 5.478 G_L1: 4.128 D_real: 0.073 D_fake: 0.021 +(epoch: 106, iters: 13620, time: 0.295, data: 0.020) G_GAN: 5.677 G_L1: 4.219 D_real: 0.034 D_fake: 0.073 +(epoch: 106, iters: 13720, time: 0.301, data: 0.019) G_GAN: 3.079 G_L1: 3.132 D_real: 0.132 D_fake: 0.318 +(epoch: 106, iters: 13820, time: 0.303, data: 0.021) G_GAN: 3.321 G_L1: 2.924 D_real: 0.297 D_fake: 0.086 +(epoch: 106, iters: 13920, time: 0.415, data: 0.019) G_GAN: 2.901 G_L1: 3.751 D_real: 0.061 D_fake: 0.345 +(epoch: 106, iters: 14020, time: 0.283, data: 0.016) G_GAN: 4.270 G_L1: 3.695 D_real: 0.043 D_fake: 0.132 +(epoch: 106, iters: 14120, time: 0.302, data: 0.016) G_GAN: 3.940 G_L1: 5.815 D_real: 0.942 D_fake: 0.085 +(epoch: 106, iters: 14220, time: 0.286, data: 0.019) G_GAN: 3.300 G_L1: 3.709 D_real: 0.063 D_fake: 0.118 +(epoch: 106, iters: 14320, time: 0.630, data: 0.019) G_GAN: 4.250 G_L1: 4.504 D_real: 0.001 D_fake: 0.055 +(epoch: 106, iters: 14420, time: 0.301, data: 0.017) G_GAN: 4.796 G_L1: 5.643 D_real: 0.178 D_fake: 0.032 +(epoch: 106, iters: 14520, time: 0.293, data: 0.021) G_GAN: 3.863 G_L1: 3.455 D_real: 0.090 D_fake: 0.109 +(epoch: 106, iters: 14620, time: 0.277, data: 0.018) G_GAN: 2.484 G_L1: 2.703 D_real: 0.005 D_fake: 0.463 +(epoch: 106, iters: 14720, time: 0.419, data: 0.016) G_GAN: 5.067 G_L1: 3.917 D_real: 0.067 D_fake: 0.048 +(epoch: 106, iters: 14820, time: 0.301, data: 0.021) G_GAN: 3.785 G_L1: 3.595 D_real: 0.023 D_fake: 0.198 +(epoch: 106, iters: 14920, time: 0.294, data: 0.020) G_GAN: 2.701 G_L1: 2.469 D_real: 0.074 D_fake: 0.427 +(epoch: 106, iters: 15020, time: 0.301, data: 0.020) G_GAN: 6.107 G_L1: 6.860 D_real: 0.000 D_fake: 0.011 +(epoch: 106, iters: 15120, time: 0.365, data: 0.020) G_GAN: 4.377 G_L1: 3.447 D_real: 0.003 D_fake: 0.043 +(epoch: 106, iters: 15220, time: 0.285, data: 0.018) G_GAN: 4.802 G_L1: 3.430 D_real: 0.033 D_fake: 0.040 +(epoch: 106, iters: 15320, time: 0.295, data: 0.018) G_GAN: 4.958 G_L1: 3.418 D_real: 0.318 D_fake: 0.024 +(epoch: 106, iters: 15420, time: 0.295, data: 0.020) G_GAN: 4.399 G_L1: 2.902 D_real: 0.059 D_fake: 0.046 +(epoch: 106, iters: 15520, time: 0.420, data: 0.020) G_GAN: 3.907 G_L1: 4.261 D_real: 0.004 D_fake: 0.125 +(epoch: 106, iters: 15620, time: 0.302, data: 0.019) G_GAN: 4.171 G_L1: 4.514 D_real: 0.155 D_fake: 0.044 +(epoch: 106, iters: 15720, time: 0.287, data: 0.020) G_GAN: 4.971 G_L1: 4.085 D_real: 0.156 D_fake: 0.061 +(epoch: 106, iters: 15820, time: 0.301, data: 0.023) G_GAN: 4.700 G_L1: 6.391 D_real: 0.137 D_fake: 0.056 +(epoch: 106, iters: 15920, time: 0.427, data: 0.020) G_GAN: 4.917 G_L1: 4.441 D_real: 0.185 D_fake: 0.075 +(epoch: 106, iters: 16020, time: 0.300, data: 0.018) G_GAN: 6.176 G_L1: 7.413 D_real: 0.016 D_fake: 0.013 +(epoch: 106, iters: 16120, time: 0.307, data: 0.018) G_GAN: 4.515 G_L1: 4.057 D_real: 0.371 D_fake: 0.043 +(epoch: 106, iters: 16220, time: 0.292, data: 0.020) G_GAN: 5.516 G_L1: 3.765 D_real: 0.165 D_fake: 0.049 +(epoch: 106, iters: 16320, time: 0.634, data: 0.018) G_GAN: 5.180 G_L1: 4.989 D_real: 0.183 D_fake: 0.030 +(epoch: 106, iters: 16420, time: 0.292, data: 0.018) G_GAN: 3.293 G_L1: 2.689 D_real: 0.027 D_fake: 0.217 +(epoch: 106, iters: 16520, time: 0.299, data: 0.020) G_GAN: 4.908 G_L1: 2.990 D_real: 0.353 D_fake: 0.018 +(epoch: 106, iters: 16620, time: 0.296, data: 0.019) G_GAN: 4.552 G_L1: 6.289 D_real: 0.002 D_fake: 0.057 +(epoch: 106, iters: 16720, time: 0.410, data: 0.019) G_GAN: 2.794 G_L1: 3.503 D_real: 0.096 D_fake: 0.485 +(epoch: 106, iters: 16820, time: 0.296, data: 0.018) G_GAN: 3.854 G_L1: 2.939 D_real: 0.071 D_fake: 0.063 +(epoch: 106, iters: 16920, time: 0.302, data: 0.018) G_GAN: 7.173 G_L1: 3.176 D_real: 0.023 D_fake: 0.038 +(epoch: 106, iters: 17020, time: 0.295, data: 0.020) G_GAN: 4.881 G_L1: 4.336 D_real: 0.049 D_fake: 0.043 +(epoch: 106, iters: 17120, time: 0.397, data: 0.018) G_GAN: 5.603 G_L1: 3.284 D_real: 0.069 D_fake: 0.009 +(epoch: 106, iters: 17220, time: 0.298, data: 0.017) G_GAN: 4.899 G_L1: 3.410 D_real: 0.012 D_fake: 0.060 +(epoch: 106, iters: 17320, time: 0.297, data: 0.020) G_GAN: 5.779 G_L1: 3.402 D_real: 0.001 D_fake: 0.027 +(epoch: 106, iters: 17420, time: 0.302, data: 0.021) G_GAN: 4.026 G_L1: 2.995 D_real: 0.072 D_fake: 0.124 +(epoch: 106, iters: 17520, time: 0.408, data: 0.020) G_GAN: 3.242 G_L1: 3.784 D_real: 0.059 D_fake: 0.274 +(epoch: 106, iters: 17620, time: 0.304, data: 0.019) G_GAN: 4.611 G_L1: 4.785 D_real: 0.006 D_fake: 0.215 +(epoch: 106, iters: 17720, time: 0.296, data: 0.020) G_GAN: 5.355 G_L1: 4.594 D_real: 0.226 D_fake: 0.030 +(epoch: 106, iters: 17820, time: 0.302, data: 0.019) G_GAN: 6.148 G_L1: 5.338 D_real: 0.056 D_fake: 0.012 +(epoch: 106, iters: 17920, time: 0.419, data: 0.019) G_GAN: 4.579 G_L1: 4.000 D_real: 0.022 D_fake: 0.098 +(epoch: 106, iters: 18020, time: 0.291, data: 0.018) G_GAN: 5.299 G_L1: 6.133 D_real: 0.001 D_fake: 0.098 +(epoch: 106, iters: 18120, time: 0.296, data: 0.019) G_GAN: 6.615 G_L1: 6.248 D_real: 0.035 D_fake: 0.011 +(epoch: 106, iters: 18220, time: 0.282, data: 0.020) G_GAN: 5.788 G_L1: 3.537 D_real: 0.157 D_fake: 0.017 +(epoch: 106, iters: 18320, time: 0.637, data: 0.017) G_GAN: 5.139 G_L1: 2.685 D_real: 0.033 D_fake: 0.023 +(epoch: 106, iters: 18420, time: 0.287, data: 0.020) G_GAN: 6.952 G_L1: 4.000 D_real: 0.008 D_fake: 0.018 +(epoch: 106, iters: 18520, time: 0.295, data: 0.020) G_GAN: 4.167 G_L1: 3.250 D_real: 0.273 D_fake: 0.042 +(epoch: 106, iters: 18620, time: 0.296, data: 0.020) G_GAN: 6.335 G_L1: 4.192 D_real: 0.132 D_fake: 0.019 +(epoch: 106, iters: 18720, time: 0.410, data: 0.019) G_GAN: 5.013 G_L1: 3.863 D_real: 0.009 D_fake: 0.030 +(epoch: 106, iters: 18820, time: 0.303, data: 0.019) G_GAN: 3.884 G_L1: 3.359 D_real: 0.032 D_fake: 0.105 +(epoch: 106, iters: 18920, time: 0.295, data: 0.019) G_GAN: 4.120 G_L1: 3.459 D_real: 0.880 D_fake: 0.014 +(epoch: 106, iters: 19020, time: 0.297, data: 0.018) G_GAN: 6.635 G_L1: 5.807 D_real: 0.354 D_fake: 0.024 +(epoch: 106, iters: 19120, time: 0.416, data: 0.018) G_GAN: 4.395 G_L1: 3.792 D_real: 0.001 D_fake: 0.125 +(epoch: 106, iters: 19220, time: 0.303, data: 0.019) G_GAN: 4.768 G_L1: 7.133 D_real: 0.019 D_fake: 0.064 +(epoch: 106, iters: 19320, time: 0.298, data: 0.018) G_GAN: 6.125 G_L1: 5.129 D_real: 0.004 D_fake: 0.008 +(epoch: 106, iters: 19420, time: 0.296, data: 0.020) G_GAN: 3.414 G_L1: 3.631 D_real: 0.325 D_fake: 0.080 +(epoch: 106, iters: 19520, time: 0.420, data: 0.018) G_GAN: 4.752 G_L1: 3.343 D_real: 0.225 D_fake: 0.082 +(epoch: 106, iters: 19620, time: 0.285, data: 0.019) G_GAN: 3.872 G_L1: 3.662 D_real: 0.052 D_fake: 0.066 +(epoch: 106, iters: 19720, time: 0.263, data: 0.017) G_GAN: 4.901 G_L1: 3.222 D_real: 0.086 D_fake: 0.028 +(epoch: 106, iters: 19820, time: 0.265, data: 0.016) G_GAN: 3.518 G_L1: 3.954 D_real: 0.027 D_fake: 0.224 +(epoch: 106, iters: 19920, time: 0.396, data: 0.018) G_GAN: 5.200 G_L1: 4.155 D_real: 0.003 D_fake: 0.054 +(epoch: 106, iters: 20020, time: 0.268, data: 0.019) G_GAN: 4.194 G_L1: 4.803 D_real: 0.007 D_fake: 0.165 +(epoch: 106, iters: 20120, time: 0.286, data: 0.014) G_GAN: 5.818 G_L1: 3.652 D_real: 0.255 D_fake: 0.051 +(epoch: 106, iters: 20220, time: 0.283, data: 0.017) G_GAN: 4.882 G_L1: 3.580 D_real: 0.006 D_fake: 0.039 +(epoch: 106, iters: 20320, time: 0.620, data: 0.019) G_GAN: 5.057 G_L1: 3.611 D_real: 0.034 D_fake: 0.049 +(epoch: 106, iters: 20420, time: 0.298, data: 0.022) G_GAN: 4.856 G_L1: 2.442 D_real: 0.170 D_fake: 0.018 +(epoch: 106, iters: 20520, time: 0.293, data: 0.018) G_GAN: 7.085 G_L1: 4.242 D_real: 0.020 D_fake: 0.005 +(epoch: 106, iters: 20620, time: 0.289, data: 0.017) G_GAN: 4.048 G_L1: 4.089 D_real: 0.126 D_fake: 0.054 +(epoch: 106, iters: 20720, time: 0.399, data: 0.022) G_GAN: 6.234 G_L1: 5.812 D_real: 0.033 D_fake: 0.017 +(epoch: 106, iters: 20820, time: 0.308, data: 0.017) G_GAN: 4.883 G_L1: 4.585 D_real: 0.015 D_fake: 0.081 +(epoch: 106, iters: 20920, time: 0.298, data: 0.019) G_GAN: 4.954 G_L1: 3.886 D_real: 0.180 D_fake: 0.030 +(epoch: 106, iters: 21020, time: 0.300, data: 0.017) G_GAN: 4.965 G_L1: 3.821 D_real: 0.012 D_fake: 0.025 +(epoch: 106, iters: 21120, time: 0.417, data: 0.020) G_GAN: 4.455 G_L1: 4.606 D_real: 0.004 D_fake: 0.034 +(epoch: 106, iters: 21220, time: 0.300, data: 0.021) G_GAN: 5.265 G_L1: 4.453 D_real: 0.018 D_fake: 0.026 +(epoch: 106, iters: 21320, time: 0.289, data: 0.019) G_GAN: 7.141 G_L1: 6.260 D_real: 0.004 D_fake: 0.009 +(epoch: 106, iters: 21420, time: 0.284, data: 0.025) G_GAN: 6.232 G_L1: 5.697 D_real: 0.009 D_fake: 0.018 +(epoch: 106, iters: 21520, time: 0.397, data: 0.017) G_GAN: 4.504 G_L1: 2.765 D_real: 0.057 D_fake: 0.040 +(epoch: 106, iters: 21620, time: 0.272, data: 0.015) G_GAN: 4.504 G_L1: 3.566 D_real: 0.047 D_fake: 0.054 +(epoch: 106, iters: 21720, time: 0.274, data: 0.016) G_GAN: 4.857 G_L1: 3.595 D_real: 0.020 D_fake: 0.031 +(epoch: 106, iters: 21820, time: 0.289, data: 0.015) G_GAN: 3.557 G_L1: 2.661 D_real: 0.104 D_fake: 0.088 +(epoch: 106, iters: 21920, time: 0.417, data: 0.018) G_GAN: 2.876 G_L1: 3.005 D_real: 0.030 D_fake: 0.191 +(epoch: 106, iters: 22020, time: 0.288, data: 0.020) G_GAN: 4.752 G_L1: 3.043 D_real: 0.035 D_fake: 0.105 +(epoch: 106, iters: 22120, time: 0.293, data: 0.020) G_GAN: 5.032 G_L1: 2.867 D_real: 0.023 D_fake: 0.037 +(epoch: 106, iters: 22220, time: 0.294, data: 0.019) G_GAN: 3.448 G_L1: 4.344 D_real: 0.003 D_fake: 0.112 +(epoch: 106, iters: 22320, time: 0.626, data: 0.018) G_GAN: 4.630 G_L1: 3.101 D_real: 0.087 D_fake: 0.046 +(epoch: 106, iters: 22420, time: 0.299, data: 0.018) G_GAN: 4.764 G_L1: 3.860 D_real: 0.061 D_fake: 0.091 +(epoch: 106, iters: 22520, time: 0.297, data: 0.019) G_GAN: 4.880 G_L1: 3.111 D_real: 0.065 D_fake: 0.115 +(epoch: 106, iters: 22620, time: 0.297, data: 0.020) G_GAN: 4.254 G_L1: 2.925 D_real: 0.007 D_fake: 0.153 +(epoch: 106, iters: 22720, time: 0.401, data: 0.019) G_GAN: 3.363 G_L1: 4.008 D_real: 0.031 D_fake: 0.266 +(epoch: 106, iters: 22820, time: 0.291, data: 0.016) G_GAN: 3.568 G_L1: 3.436 D_real: 0.062 D_fake: 0.185 +(epoch: 106, iters: 22920, time: 0.270, data: 0.019) G_GAN: 3.874 G_L1: 4.356 D_real: 0.027 D_fake: 0.128 +(epoch: 106, iters: 23020, time: 0.297, data: 0.016) G_GAN: 2.420 G_L1: 2.754 D_real: 0.278 D_fake: 0.416 +(epoch: 106, iters: 23120, time: 0.388, data: 0.019) G_GAN: 5.228 G_L1: 3.536 D_real: 0.024 D_fake: 0.022 +(epoch: 106, iters: 23220, time: 0.276, data: 0.018) G_GAN: 5.182 G_L1: 4.360 D_real: 0.057 D_fake: 0.032 +(epoch: 106, iters: 23320, time: 0.300, data: 0.016) G_GAN: 6.057 G_L1: 4.828 D_real: 0.215 D_fake: 0.007 +(epoch: 106, iters: 23420, time: 0.295, data: 0.020) G_GAN: 5.212 G_L1: 6.686 D_real: 0.067 D_fake: 0.027 +(epoch: 106, iters: 23520, time: 0.383, data: 0.021) G_GAN: 4.339 G_L1: 3.462 D_real: 0.023 D_fake: 0.060 +(epoch: 106, iters: 23620, time: 0.276, data: 0.019) G_GAN: 4.817 G_L1: 4.284 D_real: 0.000 D_fake: 0.025 +(epoch: 106, iters: 23720, time: 0.296, data: 0.018) G_GAN: 3.078 G_L1: 2.967 D_real: 0.283 D_fake: 0.242 +(epoch: 106, iters: 23820, time: 0.305, data: 0.018) G_GAN: 3.807 G_L1: 2.411 D_real: 0.080 D_fake: 0.066 +(epoch: 106, iters: 23920, time: 0.420, data: 0.024) G_GAN: 4.391 G_L1: 4.037 D_real: 0.006 D_fake: 0.069 +(epoch: 106, iters: 24020, time: 0.286, data: 0.020) G_GAN: 4.414 G_L1: 4.932 D_real: 0.089 D_fake: 0.034 +(epoch: 106, iters: 24120, time: 0.297, data: 0.020) G_GAN: 4.963 G_L1: 3.400 D_real: 0.044 D_fake: 0.030 +(epoch: 106, iters: 24220, time: 0.299, data: 0.019) G_GAN: 5.281 G_L1: 2.949 D_real: 0.021 D_fake: 0.218 +(epoch: 106, iters: 24320, time: 0.633, data: 0.021) G_GAN: 5.840 G_L1: 4.671 D_real: 0.121 D_fake: 0.015 +(epoch: 106, iters: 24420, time: 0.287, data: 0.021) G_GAN: 4.375 G_L1: 3.992 D_real: 0.150 D_fake: 0.043 +(epoch: 106, iters: 24520, time: 0.288, data: 0.020) G_GAN: 4.114 G_L1: 6.967 D_real: 0.037 D_fake: 0.095 +(epoch: 106, iters: 24620, time: 0.300, data: 0.019) G_GAN: 4.827 G_L1: 3.239 D_real: 0.160 D_fake: 0.025 +(epoch: 106, iters: 24720, time: 0.422, data: 0.019) G_GAN: 4.994 G_L1: 4.340 D_real: 0.173 D_fake: 0.085 +(epoch: 106, iters: 24820, time: 0.306, data: 0.020) G_GAN: 3.722 G_L1: 3.471 D_real: 0.027 D_fake: 0.120 +(epoch: 106, iters: 24920, time: 0.292, data: 0.022) G_GAN: 4.537 G_L1: 4.223 D_real: 0.079 D_fake: 0.169 +(epoch: 106, iters: 25020, time: 0.306, data: 0.018) G_GAN: 4.354 G_L1: 3.987 D_real: 0.002 D_fake: 0.072 +(epoch: 106, iters: 25120, time: 0.409, data: 0.019) G_GAN: 4.188 G_L1: 5.613 D_real: 0.250 D_fake: 0.096 +(epoch: 106, iters: 25220, time: 0.297, data: 0.020) G_GAN: 4.056 G_L1: 3.526 D_real: 0.014 D_fake: 0.265 +(epoch: 106, iters: 25320, time: 0.293, data: 0.019) G_GAN: 4.757 G_L1: 3.514 D_real: 0.023 D_fake: 0.045 +(epoch: 106, iters: 25420, time: 0.294, data: 0.020) G_GAN: 5.835 G_L1: 5.771 D_real: 0.005 D_fake: 0.013 +(epoch: 106, iters: 25520, time: 0.405, data: 0.019) G_GAN: 5.595 G_L1: 4.819 D_real: 0.058 D_fake: 0.038 +(epoch: 106, iters: 25620, time: 0.296, data: 0.019) G_GAN: 5.039 G_L1: 3.795 D_real: 0.010 D_fake: 0.026 +(epoch: 106, iters: 25720, time: 0.295, data: 0.020) G_GAN: 4.409 G_L1: 3.148 D_real: 0.002 D_fake: 0.055 +(epoch: 106, iters: 25820, time: 0.299, data: 0.021) G_GAN: 5.023 G_L1: 5.514 D_real: 0.269 D_fake: 0.128 +(epoch: 106, iters: 25920, time: 0.418, data: 0.020) G_GAN: 4.370 G_L1: 4.080 D_real: 0.030 D_fake: 0.040 +(epoch: 106, iters: 26020, time: 0.303, data: 0.018) G_GAN: 4.410 G_L1: 3.033 D_real: 0.026 D_fake: 0.075 +(epoch: 106, iters: 26120, time: 0.305, data: 0.020) G_GAN: 4.164 G_L1: 3.300 D_real: 0.012 D_fake: 0.308 +(epoch: 106, iters: 26220, time: 0.303, data: 0.020) G_GAN: 4.732 G_L1: 4.628 D_real: 0.003 D_fake: 0.058 +(epoch: 106, iters: 26320, time: 0.635, data: 0.020) G_GAN: 2.956 G_L1: 3.030 D_real: 0.201 D_fake: 0.113 +(epoch: 106, iters: 26420, time: 0.293, data: 0.020) G_GAN: 3.991 G_L1: 2.949 D_real: 0.323 D_fake: 0.055 +(epoch: 106, iters: 26520, time: 0.304, data: 0.018) G_GAN: 4.729 G_L1: 4.520 D_real: 0.172 D_fake: 0.019 +(epoch: 106, iters: 26620, time: 0.297, data: 0.020) G_GAN: 4.010 G_L1: 3.893 D_real: 0.089 D_fake: 0.215 +(epoch: 106, iters: 26720, time: 0.427, data: 0.020) G_GAN: 4.040 G_L1: 3.239 D_real: 0.209 D_fake: 0.132 +(epoch: 106, iters: 26820, time: 0.296, data: 0.020) G_GAN: 3.569 G_L1: 2.551 D_real: 0.057 D_fake: 0.132 +(epoch: 106, iters: 26920, time: 0.300, data: 0.028) G_GAN: 5.002 G_L1: 3.667 D_real: 0.028 D_fake: 0.141 +(epoch: 106, iters: 27020, time: 0.304, data: 0.019) G_GAN: 5.371 G_L1: 4.435 D_real: 0.008 D_fake: 0.023 +(epoch: 106, iters: 27120, time: 0.411, data: 0.022) G_GAN: 3.064 G_L1: 2.889 D_real: 0.075 D_fake: 0.216 +(epoch: 106, iters: 27220, time: 0.299, data: 0.019) G_GAN: 5.041 G_L1: 5.024 D_real: 0.153 D_fake: 0.017 +(epoch: 106, iters: 27320, time: 0.297, data: 0.023) G_GAN: 4.224 G_L1: 3.483 D_real: 0.509 D_fake: 0.056 +(epoch: 106, iters: 27420, time: 0.295, data: 0.019) G_GAN: 4.279 G_L1: 2.784 D_real: 0.002 D_fake: 0.067 +(epoch: 106, iters: 27520, time: 0.402, data: 0.020) G_GAN: 5.540 G_L1: 3.636 D_real: 0.004 D_fake: 0.018 +(epoch: 106, iters: 27620, time: 0.304, data: 0.018) G_GAN: 5.060 G_L1: 3.087 D_real: 0.191 D_fake: 0.017 +(epoch: 106, iters: 27720, time: 0.295, data: 0.019) G_GAN: 4.880 G_L1: 4.818 D_real: 0.034 D_fake: 0.050 +(epoch: 106, iters: 27820, time: 0.302, data: 0.018) G_GAN: 4.514 G_L1: 4.159 D_real: 0.001 D_fake: 0.030 +(epoch: 106, iters: 27920, time: 0.382, data: 0.019) G_GAN: 5.166 G_L1: 2.882 D_real: 0.032 D_fake: 0.026 +(epoch: 106, iters: 28020, time: 0.303, data: 0.018) G_GAN: 3.568 G_L1: 3.320 D_real: 0.048 D_fake: 0.172 +(epoch: 106, iters: 28120, time: 0.299, data: 0.020) G_GAN: 3.915 G_L1: 4.145 D_real: 0.421 D_fake: 0.054 +(epoch: 106, iters: 28220, time: 0.295, data: 0.023) G_GAN: 3.235 G_L1: 4.398 D_real: 0.115 D_fake: 0.154 +(epoch: 106, iters: 28320, time: 0.583, data: 0.019) G_GAN: 4.494 G_L1: 4.303 D_real: 0.014 D_fake: 0.050 +(epoch: 106, iters: 28420, time: 0.296, data: 0.021) G_GAN: 4.961 G_L1: 3.686 D_real: 0.016 D_fake: 0.039 +(epoch: 106, iters: 28520, time: 0.298, data: 0.018) G_GAN: 4.950 G_L1: 3.750 D_real: 0.005 D_fake: 0.031 +(epoch: 106, iters: 28620, time: 0.300, data: 0.019) G_GAN: 5.106 G_L1: 3.689 D_real: 0.053 D_fake: 0.021 +(epoch: 106, iters: 28720, time: 0.409, data: 0.018) G_GAN: 4.453 G_L1: 3.808 D_real: 0.181 D_fake: 0.028 +(epoch: 106, iters: 28820, time: 0.282, data: 0.018) G_GAN: 3.496 G_L1: 4.747 D_real: 0.162 D_fake: 0.153 +(epoch: 106, iters: 28920, time: 0.298, data: 0.019) G_GAN: 5.192 G_L1: 3.020 D_real: 0.018 D_fake: 0.307 +(epoch: 106, iters: 29020, time: 0.283, data: 0.019) G_GAN: 4.395 G_L1: 3.323 D_real: 0.035 D_fake: 0.063 +(epoch: 106, iters: 29120, time: 0.386, data: 0.018) G_GAN: 4.734 G_L1: 4.327 D_real: 0.386 D_fake: 0.025 +(epoch: 106, iters: 29220, time: 0.286, data: 0.019) G_GAN: 4.329 G_L1: 3.901 D_real: 0.114 D_fake: 0.041 +(epoch: 106, iters: 29320, time: 0.296, data: 0.018) G_GAN: 5.106 G_L1: 8.054 D_real: 0.024 D_fake: 0.028 +(epoch: 106, iters: 29420, time: 0.292, data: 0.018) G_GAN: 6.029 G_L1: 3.384 D_real: 0.009 D_fake: 0.012 +(epoch: 106, iters: 29520, time: 0.397, data: 0.017) G_GAN: 5.568 G_L1: 4.105 D_real: 0.001 D_fake: 0.013 +(epoch: 106, iters: 29620, time: 0.306, data: 0.016) G_GAN: 6.421 G_L1: 5.377 D_real: 0.015 D_fake: 0.017 +(epoch: 106, iters: 29720, time: 0.299, data: 0.021) G_GAN: 6.372 G_L1: 3.821 D_real: 0.016 D_fake: 0.017 +(epoch: 106, iters: 29820, time: 0.296, data: 0.019) G_GAN: 4.595 G_L1: 4.367 D_real: 0.000 D_fake: 0.049 +(epoch: 106, iters: 29920, time: 0.410, data: 0.020) G_GAN: 4.343 G_L1: 5.814 D_real: 0.004 D_fake: 0.053 +(epoch: 106, iters: 30020, time: 0.298, data: 0.018) G_GAN: 3.439 G_L1: 5.963 D_real: 0.008 D_fake: 0.138 +(epoch: 106, iters: 30120, time: 0.296, data: 0.018) G_GAN: 5.143 G_L1: 4.993 D_real: 0.053 D_fake: 0.042 +(epoch: 106, iters: 30220, time: 0.300, data: 0.018) G_GAN: 4.136 G_L1: 4.521 D_real: 0.007 D_fake: 0.053 +(epoch: 106, iters: 30320, time: 0.638, data: 0.019) G_GAN: 3.814 G_L1: 2.661 D_real: 0.203 D_fake: 0.043 +(epoch: 106, iters: 30420, time: 0.289, data: 0.019) G_GAN: 3.707 G_L1: 8.758 D_real: 0.031 D_fake: 0.135 +(epoch: 106, iters: 30520, time: 0.302, data: 0.019) G_GAN: 5.389 G_L1: 3.013 D_real: 0.199 D_fake: 0.010 +(epoch: 106, iters: 30620, time: 0.305, data: 0.019) G_GAN: 4.176 G_L1: 3.998 D_real: 0.168 D_fake: 0.071 +(epoch: 106, iters: 30720, time: 0.418, data: 0.019) G_GAN: 4.442 G_L1: 6.536 D_real: 0.141 D_fake: 0.059 +(epoch: 106, iters: 30820, time: 0.306, data: 0.019) G_GAN: 4.464 G_L1: 2.893 D_real: 0.256 D_fake: 0.044 +(epoch: 106, iters: 30920, time: 0.297, data: 0.019) G_GAN: 3.755 G_L1: 3.827 D_real: 0.012 D_fake: 0.079 +(epoch: 106, iters: 31020, time: 0.294, data: 0.020) G_GAN: 4.150 G_L1: 3.025 D_real: 0.244 D_fake: 0.117 +(epoch: 106, iters: 31120, time: 0.413, data: 0.020) G_GAN: 3.492 G_L1: 4.199 D_real: 0.169 D_fake: 0.144 +(epoch: 106, iters: 31220, time: 0.302, data: 0.019) G_GAN: 5.685 G_L1: 3.854 D_real: 0.122 D_fake: 0.034 +(epoch: 106, iters: 31320, time: 0.298, data: 0.019) G_GAN: 3.465 G_L1: 4.576 D_real: 0.449 D_fake: 0.047 +(epoch: 106, iters: 31420, time: 0.302, data: 0.020) G_GAN: 4.274 G_L1: 4.339 D_real: 0.367 D_fake: 0.024 +(epoch: 106, iters: 31520, time: 0.377, data: 0.021) G_GAN: 4.378 G_L1: 2.787 D_real: 0.009 D_fake: 0.039 +(epoch: 106, iters: 31620, time: 0.290, data: 0.020) G_GAN: 3.932 G_L1: 4.086 D_real: 0.153 D_fake: 0.082 +(epoch: 106, iters: 31720, time: 0.302, data: 0.018) G_GAN: 5.721 G_L1: 3.897 D_real: 0.001 D_fake: 0.078 +(epoch: 106, iters: 31820, time: 0.298, data: 0.021) G_GAN: 4.035 G_L1: 3.619 D_real: 0.147 D_fake: 0.059 +(epoch: 106, iters: 31920, time: 0.403, data: 0.019) G_GAN: 5.102 G_L1: 6.679 D_real: 0.003 D_fake: 0.021 +(epoch: 106, iters: 32020, time: 0.296, data: 0.017) G_GAN: 5.295 G_L1: 2.618 D_real: 0.022 D_fake: 0.059 +(epoch: 106, iters: 32120, time: 0.285, data: 0.018) G_GAN: 4.755 G_L1: 2.748 D_real: 0.008 D_fake: 0.115 +(epoch: 106, iters: 32220, time: 0.303, data: 0.018) G_GAN: 3.239 G_L1: 3.684 D_real: 0.019 D_fake: 0.150 +(epoch: 106, iters: 32320, time: 0.622, data: 0.019) G_GAN: 3.549 G_L1: 2.298 D_real: 0.021 D_fake: 0.148 +(epoch: 106, iters: 32420, time: 0.289, data: 0.026) G_GAN: 4.074 G_L1: 3.260 D_real: 0.019 D_fake: 0.063 +(epoch: 106, iters: 32520, time: 0.303, data: 0.018) G_GAN: 5.662 G_L1: 3.296 D_real: 0.017 D_fake: 0.021 +(epoch: 106, iters: 32620, time: 0.291, data: 0.020) G_GAN: 5.678 G_L1: 6.524 D_real: 0.026 D_fake: 0.117 +(epoch: 106, iters: 32720, time: 0.398, data: 0.019) G_GAN: 7.031 G_L1: 3.433 D_real: 0.122 D_fake: 0.005 +(epoch: 106, iters: 32820, time: 0.309, data: 0.019) G_GAN: 5.529 G_L1: 2.749 D_real: 0.108 D_fake: 0.673 +(epoch: 106, iters: 32920, time: 0.299, data: 0.021) G_GAN: 6.401 G_L1: 3.733 D_real: 0.088 D_fake: 0.030 +(epoch: 106, iters: 33020, time: 0.306, data: 0.019) G_GAN: 2.977 G_L1: 4.495 D_real: 0.167 D_fake: 0.150 +(epoch: 106, iters: 33120, time: 0.375, data: 0.018) G_GAN: 4.689 G_L1: 3.726 D_real: 0.242 D_fake: 0.197 +(epoch: 106, iters: 33220, time: 0.296, data: 0.020) G_GAN: 5.944 G_L1: 3.498 D_real: 0.162 D_fake: 0.007 +(epoch: 106, iters: 33320, time: 0.302, data: 0.018) G_GAN: 4.329 G_L1: 3.631 D_real: 0.089 D_fake: 0.054 +(epoch: 106, iters: 33420, time: 0.297, data: 0.019) G_GAN: 5.258 G_L1: 4.631 D_real: 0.000 D_fake: 0.030 +(epoch: 106, iters: 33520, time: 0.420, data: 0.019) G_GAN: 4.253 G_L1: 3.721 D_real: 0.073 D_fake: 0.059 +(epoch: 106, iters: 33620, time: 0.304, data: 0.020) G_GAN: 5.694 G_L1: 4.541 D_real: 0.001 D_fake: 0.013 +(epoch: 106, iters: 33720, time: 0.296, data: 0.020) G_GAN: 4.553 G_L1: 3.142 D_real: 0.038 D_fake: 0.113 +(epoch: 106, iters: 33820, time: 0.303, data: 0.021) G_GAN: 5.658 G_L1: 4.172 D_real: 0.058 D_fake: 0.009 +(epoch: 106, iters: 33920, time: 0.388, data: 0.019) G_GAN: 2.765 G_L1: 2.049 D_real: 0.438 D_fake: 0.176 +(epoch: 106, iters: 34020, time: 0.308, data: 0.020) G_GAN: 4.746 G_L1: 3.394 D_real: 0.287 D_fake: 0.015 +(epoch: 106, iters: 34120, time: 0.301, data: 0.021) G_GAN: 3.453 G_L1: 1.712 D_real: 0.171 D_fake: 0.156 +(epoch: 106, iters: 34220, time: 0.294, data: 0.020) G_GAN: 5.661 G_L1: 4.101 D_real: 0.017 D_fake: 0.014 +(epoch: 106, iters: 34320, time: 0.633, data: 0.021) G_GAN: 5.255 G_L1: 5.422 D_real: 0.125 D_fake: 0.041 +(epoch: 106, iters: 34420, time: 0.302, data: 0.018) G_GAN: 4.984 G_L1: 3.112 D_real: 0.170 D_fake: 0.044 +(epoch: 106, iters: 34520, time: 0.294, data: 0.020) G_GAN: 4.956 G_L1: 4.814 D_real: 0.000 D_fake: 0.034 +(epoch: 106, iters: 34620, time: 0.302, data: 0.019) G_GAN: 3.392 G_L1: 3.642 D_real: 0.063 D_fake: 0.103 +(epoch: 106, iters: 34720, time: 0.417, data: 0.020) G_GAN: 5.612 G_L1: 9.212 D_real: 0.016 D_fake: 0.027 +(epoch: 106, iters: 34820, time: 0.297, data: 0.020) G_GAN: 3.675 G_L1: 5.822 D_real: 0.049 D_fake: 0.172 +(epoch: 106, iters: 34920, time: 0.286, data: 0.020) G_GAN: 4.803 G_L1: 2.493 D_real: 0.372 D_fake: 0.011 +(epoch: 106, iters: 35020, time: 0.307, data: 0.019) G_GAN: 4.456 G_L1: 2.933 D_real: 0.186 D_fake: 0.029 +(epoch: 106, iters: 35120, time: 0.420, data: 0.021) G_GAN: 5.155 G_L1: 5.762 D_real: 0.015 D_fake: 0.028 +(epoch: 106, iters: 35220, time: 0.306, data: 0.020) G_GAN: 4.044 G_L1: 3.559 D_real: 0.004 D_fake: 0.066 +(epoch: 106, iters: 35320, time: 0.306, data: 0.021) G_GAN: 5.822 G_L1: 3.964 D_real: 0.159 D_fake: 0.010 +(epoch: 106, iters: 35420, time: 0.304, data: 0.020) G_GAN: 4.127 G_L1: 4.117 D_real: 0.136 D_fake: 0.332 +(epoch: 106, iters: 35520, time: 0.421, data: 0.021) G_GAN: 6.220 G_L1: 5.857 D_real: 0.554 D_fake: 0.006 +(epoch: 106, iters: 35620, time: 0.300, data: 0.019) G_GAN: 5.806 G_L1: 4.566 D_real: 0.027 D_fake: 0.013 +(epoch: 106, iters: 35720, time: 0.303, data: 0.020) G_GAN: 5.517 G_L1: 3.378 D_real: 0.020 D_fake: 0.029 +(epoch: 106, iters: 35820, time: 0.306, data: 0.022) G_GAN: 5.062 G_L1: 8.444 D_real: 0.003 D_fake: 0.034 +(epoch: 106, iters: 35920, time: 0.378, data: 0.021) G_GAN: 3.942 G_L1: 3.191 D_real: 0.016 D_fake: 0.158 +(epoch: 106, iters: 36020, time: 0.282, data: 0.019) G_GAN: 5.949 G_L1: 2.461 D_real: 0.108 D_fake: 0.057 +(epoch: 106, iters: 36120, time: 0.306, data: 0.018) G_GAN: 3.154 G_L1: 3.751 D_real: 0.003 D_fake: 0.172 +(epoch: 106, iters: 36220, time: 0.302, data: 0.020) G_GAN: 3.120 G_L1: 4.460 D_real: 0.841 D_fake: 0.108 +(epoch: 106, iters: 36320, time: 0.580, data: 0.020) G_GAN: 4.447 G_L1: 4.343 D_real: 0.182 D_fake: 0.163 +(epoch: 106, iters: 36420, time: 0.300, data: 0.020) G_GAN: 5.405 G_L1: 4.790 D_real: 0.004 D_fake: 0.019 +(epoch: 106, iters: 36520, time: 0.302, data: 0.020) G_GAN: 4.508 G_L1: 3.880 D_real: 0.126 D_fake: 0.111 +(epoch: 106, iters: 36620, time: 0.305, data: 0.019) G_GAN: 3.738 G_L1: 3.752 D_real: 0.215 D_fake: 0.075 +(epoch: 106, iters: 36720, time: 0.418, data: 0.021) G_GAN: 3.910 G_L1: 3.112 D_real: 0.011 D_fake: 0.093 +(epoch: 106, iters: 36820, time: 0.306, data: 0.020) G_GAN: 4.060 G_L1: 3.693 D_real: 0.025 D_fake: 0.227 +(epoch: 106, iters: 36920, time: 0.304, data: 0.019) G_GAN: 4.348 G_L1: 3.722 D_real: 0.162 D_fake: 0.052 +(epoch: 106, iters: 37020, time: 0.305, data: 0.019) G_GAN: 5.169 G_L1: 3.866 D_real: 0.056 D_fake: 0.043 +(epoch: 106, iters: 37120, time: 0.376, data: 0.021) G_GAN: 4.417 G_L1: 2.445 D_real: 0.009 D_fake: 0.051 +(epoch: 106, iters: 37220, time: 0.308, data: 0.019) G_GAN: 4.571 G_L1: 2.307 D_real: 0.035 D_fake: 0.051 +(epoch: 106, iters: 37320, time: 0.296, data: 0.020) G_GAN: 4.597 G_L1: 3.538 D_real: 0.196 D_fake: 0.058 +(epoch: 106, iters: 37420, time: 0.302, data: 0.019) G_GAN: 5.705 G_L1: 4.182 D_real: 0.019 D_fake: 0.023 +(epoch: 106, iters: 37520, time: 0.415, data: 0.020) G_GAN: 5.951 G_L1: 5.705 D_real: 0.001 D_fake: 0.026 +(epoch: 106, iters: 37620, time: 0.295, data: 0.018) G_GAN: 3.067 G_L1: 3.861 D_real: 0.038 D_fake: 0.307 +(epoch: 106, iters: 37720, time: 0.296, data: 0.019) G_GAN: 4.423 G_L1: 3.140 D_real: 0.113 D_fake: 0.071 +(epoch: 106, iters: 37820, time: 0.301, data: 0.018) G_GAN: 6.938 G_L1: 3.595 D_real: 0.004 D_fake: 0.007 +(epoch: 106, iters: 37920, time: 0.425, data: 0.021) G_GAN: 4.288 G_L1: 3.698 D_real: 0.122 D_fake: 0.062 +(epoch: 106, iters: 38020, time: 0.283, data: 0.019) G_GAN: 3.994 G_L1: 2.939 D_real: 0.264 D_fake: 0.121 +(epoch: 106, iters: 38120, time: 0.303, data: 0.018) G_GAN: 2.915 G_L1: 3.028 D_real: 0.054 D_fake: 0.312 +(epoch: 106, iters: 38220, time: 0.302, data: 0.020) G_GAN: 5.560 G_L1: 3.277 D_real: 0.075 D_fake: 0.029 +(epoch: 106, iters: 38320, time: 0.628, data: 0.020) G_GAN: 5.579 G_L1: 3.292 D_real: 0.014 D_fake: 0.093 +(epoch: 106, iters: 38420, time: 0.291, data: 0.020) G_GAN: 4.640 G_L1: 4.706 D_real: 0.007 D_fake: 0.075 +(epoch: 106, iters: 38520, time: 0.290, data: 0.021) G_GAN: 4.077 G_L1: 2.934 D_real: 0.040 D_fake: 0.242 +(epoch: 106, iters: 38620, time: 0.290, data: 0.019) G_GAN: 5.561 G_L1: 4.276 D_real: 0.228 D_fake: 0.013 +(epoch: 106, iters: 38720, time: 0.401, data: 0.018) G_GAN: 5.308 G_L1: 4.943 D_real: 0.000 D_fake: 0.039 +(epoch: 106, iters: 38820, time: 0.305, data: 0.016) G_GAN: 4.253 G_L1: 4.141 D_real: 0.008 D_fake: 0.038 +(epoch: 106, iters: 38920, time: 0.291, data: 0.019) G_GAN: 6.175 G_L1: 2.961 D_real: 0.053 D_fake: 0.021 +(epoch: 106, iters: 39020, time: 0.299, data: 0.018) G_GAN: 4.718 G_L1: 4.935 D_real: 0.098 D_fake: 0.037 +(epoch: 106, iters: 39120, time: 0.414, data: 0.021) G_GAN: 4.563 G_L1: 4.449 D_real: 0.004 D_fake: 0.119 +(epoch: 106, iters: 39220, time: 0.291, data: 0.018) G_GAN: 2.727 G_L1: 3.727 D_real: 0.095 D_fake: 0.454 +(epoch: 106, iters: 39320, time: 0.287, data: 0.019) G_GAN: 5.414 G_L1: 4.002 D_real: 0.104 D_fake: 0.012 +(epoch: 106, iters: 39420, time: 0.300, data: 0.019) G_GAN: 5.366 G_L1: 3.152 D_real: 0.061 D_fake: 0.043 +(epoch: 106, iters: 39520, time: 0.370, data: 0.018) G_GAN: 3.788 G_L1: 9.302 D_real: 0.000 D_fake: 0.064 +(epoch: 106, iters: 39620, time: 0.298, data: 0.017) G_GAN: 5.686 G_L1: 3.856 D_real: 0.044 D_fake: 0.012 +(epoch: 106, iters: 39720, time: 0.308, data: 0.017) G_GAN: 5.796 G_L1: 4.753 D_real: 0.053 D_fake: 0.036 +(epoch: 106, iters: 39820, time: 0.301, data: 0.018) G_GAN: 5.029 G_L1: 3.311 D_real: 0.191 D_fake: 0.019 +(epoch: 106, iters: 39920, time: 0.415, data: 0.019) G_GAN: 4.602 G_L1: 3.532 D_real: 0.149 D_fake: 0.029 +(epoch: 106, iters: 40020, time: 0.301, data: 0.018) G_GAN: 4.374 G_L1: 5.057 D_real: 0.013 D_fake: 0.330 +(epoch: 106, iters: 40120, time: 0.293, data: 0.019) G_GAN: 4.626 G_L1: 3.930 D_real: 0.095 D_fake: 0.038 +(epoch: 106, iters: 40220, time: 0.297, data: 0.017) G_GAN: 3.590 G_L1: 8.563 D_real: 0.003 D_fake: 0.117 +(epoch: 106, iters: 40320, time: 0.646, data: 0.019) G_GAN: 4.849 G_L1: 3.023 D_real: 0.125 D_fake: 0.048 +(epoch: 106, iters: 40420, time: 0.304, data: 0.019) G_GAN: 4.353 G_L1: 4.364 D_real: 0.039 D_fake: 0.044 +(epoch: 106, iters: 40520, time: 0.292, data: 0.018) G_GAN: 6.127 G_L1: 3.939 D_real: 0.015 D_fake: 0.012 +(epoch: 106, iters: 40620, time: 0.298, data: 0.020) G_GAN: 3.902 G_L1: 3.732 D_real: 0.041 D_fake: 0.085 +(epoch: 106, iters: 40720, time: 0.414, data: 0.027) G_GAN: 3.373 G_L1: 4.068 D_real: 0.264 D_fake: 0.091 +(epoch: 106, iters: 40820, time: 0.298, data: 0.018) G_GAN: 4.504 G_L1: 3.610 D_real: 0.042 D_fake: 0.085 +(epoch: 106, iters: 40920, time: 0.297, data: 0.019) G_GAN: 4.379 G_L1: 3.864 D_real: 0.335 D_fake: 0.055 +(epoch: 106, iters: 41020, time: 0.294, data: 0.018) G_GAN: 4.329 G_L1: 2.868 D_real: 0.132 D_fake: 0.090 +(epoch: 106, iters: 41120, time: 0.395, data: 0.018) G_GAN: 4.964 G_L1: 3.327 D_real: 0.058 D_fake: 0.050 +(epoch: 106, iters: 41220, time: 0.290, data: 0.017) G_GAN: 3.487 G_L1: 3.587 D_real: 0.174 D_fake: 0.108 +(epoch: 106, iters: 41320, time: 0.274, data: 0.019) G_GAN: 4.763 G_L1: 4.149 D_real: 0.053 D_fake: 0.020 +(epoch: 106, iters: 41420, time: 0.293, data: 0.017) G_GAN: 3.869 G_L1: 3.763 D_real: 0.159 D_fake: 0.086 +(epoch: 106, iters: 41520, time: 0.408, data: 0.018) G_GAN: 3.847 G_L1: 4.996 D_real: 0.052 D_fake: 0.129 +(epoch: 106, iters: 41620, time: 0.287, data: 0.019) G_GAN: 4.764 G_L1: 3.723 D_real: 0.081 D_fake: 0.028 +(epoch: 106, iters: 41720, time: 0.300, data: 0.019) G_GAN: 4.428 G_L1: 3.880 D_real: 0.022 D_fake: 0.045 +(epoch: 106, iters: 41820, time: 0.303, data: 0.019) G_GAN: 3.840 G_L1: 2.400 D_real: 0.039 D_fake: 0.105 +(epoch: 106, iters: 41920, time: 0.384, data: 0.019) G_GAN: 3.264 G_L1: 3.406 D_real: 0.062 D_fake: 0.208 +(epoch: 106, iters: 42020, time: 0.287, data: 0.025) G_GAN: 4.931 G_L1: 3.402 D_real: 0.028 D_fake: 0.027 +(epoch: 106, iters: 42120, time: 0.294, data: 0.018) G_GAN: 3.434 G_L1: 4.423 D_real: 0.047 D_fake: 0.149 +(epoch: 106, iters: 42220, time: 0.297, data: 0.017) G_GAN: 3.320 G_L1: 2.696 D_real: 0.057 D_fake: 0.195 +(epoch: 106, iters: 42320, time: 0.635, data: 0.019) G_GAN: 5.758 G_L1: 4.718 D_real: 0.002 D_fake: 0.021 +(epoch: 106, iters: 42420, time: 0.303, data: 0.020) G_GAN: 6.071 G_L1: 3.845 D_real: 0.001 D_fake: 0.027 +(epoch: 106, iters: 42520, time: 0.300, data: 0.019) G_GAN: 5.461 G_L1: 3.903 D_real: 0.048 D_fake: 0.015 +(epoch: 106, iters: 42620, time: 0.299, data: 0.019) G_GAN: 3.400 G_L1: 4.040 D_real: 0.031 D_fake: 0.149 +(epoch: 106, iters: 42720, time: 0.416, data: 0.020) G_GAN: 3.787 G_L1: 2.966 D_real: 0.000 D_fake: 0.220 +(epoch: 106, iters: 42820, time: 0.293, data: 0.019) G_GAN: 3.443 G_L1: 2.942 D_real: 0.009 D_fake: 0.132 +(epoch: 106, iters: 42920, time: 0.295, data: 0.019) G_GAN: 4.321 G_L1: 3.511 D_real: 0.052 D_fake: 0.030 +(epoch: 106, iters: 43020, time: 0.299, data: 0.019) G_GAN: 4.097 G_L1: 2.607 D_real: 0.157 D_fake: 0.434 +(epoch: 106, iters: 43120, time: 0.406, data: 0.020) G_GAN: 5.682 G_L1: 4.246 D_real: 0.002 D_fake: 0.011 +(epoch: 106, iters: 43220, time: 0.280, data: 0.019) G_GAN: 4.447 G_L1: 3.248 D_real: 0.011 D_fake: 0.096 +(epoch: 106, iters: 43320, time: 0.302, data: 0.018) G_GAN: 4.652 G_L1: 4.526 D_real: 0.157 D_fake: 0.087 +(epoch: 106, iters: 43420, time: 0.281, data: 0.019) G_GAN: 4.567 G_L1: 4.868 D_real: 0.000 D_fake: 0.247 +(epoch: 106, iters: 43520, time: 0.384, data: 0.017) G_GAN: 4.016 G_L1: 3.446 D_real: 0.012 D_fake: 0.126 +(epoch: 106, iters: 43620, time: 0.293, data: 0.018) G_GAN: 7.587 G_L1: 4.263 D_real: 0.018 D_fake: 0.009 +(epoch: 106, iters: 43720, time: 0.298, data: 0.016) G_GAN: 4.254 G_L1: 3.336 D_real: 0.017 D_fake: 0.065 +(epoch: 106, iters: 43820, time: 0.295, data: 0.017) G_GAN: 3.650 G_L1: 2.961 D_real: 0.240 D_fake: 0.090 +(epoch: 106, iters: 43920, time: 0.382, data: 0.019) G_GAN: 4.776 G_L1: 6.499 D_real: 0.031 D_fake: 0.047 +(epoch: 106, iters: 44020, time: 0.299, data: 0.018) G_GAN: 3.764 G_L1: 3.114 D_real: 0.047 D_fake: 0.062 +(epoch: 106, iters: 44120, time: 0.300, data: 0.019) G_GAN: 5.206 G_L1: 3.442 D_real: 0.151 D_fake: 0.020 +(epoch: 106, iters: 44220, time: 0.290, data: 0.019) G_GAN: 4.615 G_L1: 3.237 D_real: 0.016 D_fake: 0.049 +(epoch: 106, iters: 44320, time: 0.631, data: 0.017) G_GAN: 3.885 G_L1: 3.527 D_real: 0.012 D_fake: 0.092 +(epoch: 106, iters: 44420, time: 0.290, data: 0.017) G_GAN: 3.586 G_L1: 2.526 D_real: 0.031 D_fake: 0.118 +(epoch: 106, iters: 44520, time: 0.301, data: 0.017) G_GAN: 4.635 G_L1: 3.699 D_real: 0.007 D_fake: 0.101 +(epoch: 106, iters: 44620, time: 0.292, data: 0.018) G_GAN: 4.423 G_L1: 4.129 D_real: 0.080 D_fake: 0.089 +(epoch: 106, iters: 44720, time: 0.420, data: 0.018) G_GAN: 3.265 G_L1: 2.994 D_real: 0.059 D_fake: 0.103 +(epoch: 106, iters: 44820, time: 0.294, data: 0.020) G_GAN: 3.846 G_L1: 4.527 D_real: 0.056 D_fake: 0.077 +(epoch: 106, iters: 44920, time: 0.302, data: 0.019) G_GAN: 5.042 G_L1: 5.935 D_real: 0.006 D_fake: 0.023 +(epoch: 106, iters: 45020, time: 0.289, data: 0.020) G_GAN: 4.906 G_L1: 4.826 D_real: 0.058 D_fake: 0.028 +(epoch: 106, iters: 45120, time: 0.409, data: 0.018) G_GAN: 4.157 G_L1: 3.601 D_real: 0.065 D_fake: 0.045 +(epoch: 106, iters: 45220, time: 0.293, data: 0.018) G_GAN: 2.556 G_L1: 3.248 D_real: 0.180 D_fake: 0.215 +(epoch: 106, iters: 45320, time: 0.296, data: 0.024) G_GAN: 3.668 G_L1: 3.499 D_real: 0.110 D_fake: 0.096 +(epoch: 106, iters: 45420, time: 0.296, data: 0.019) G_GAN: 2.866 G_L1: 3.856 D_real: 0.164 D_fake: 0.167 +(epoch: 106, iters: 45520, time: 0.394, data: 0.018) G_GAN: 4.958 G_L1: 3.921 D_real: 0.016 D_fake: 0.018 +(epoch: 106, iters: 45620, time: 0.269, data: 0.016) G_GAN: 4.862 G_L1: 3.733 D_real: 0.024 D_fake: 0.093 +(epoch: 106, iters: 45720, time: 0.278, data: 0.015) G_GAN: 2.826 G_L1: 3.000 D_real: 0.105 D_fake: 0.357 +(epoch: 106, iters: 45820, time: 0.284, data: 0.016) G_GAN: 3.995 G_L1: 4.209 D_real: 0.045 D_fake: 0.193 +(epoch: 106, iters: 45920, time: 0.355, data: 0.016) G_GAN: 4.436 G_L1: 3.721 D_real: 0.045 D_fake: 0.054 +(epoch: 106, iters: 46020, time: 0.297, data: 0.015) G_GAN: 2.774 G_L1: 2.643 D_real: 0.099 D_fake: 0.365 +(epoch: 106, iters: 46120, time: 0.282, data: 0.019) G_GAN: 4.160 G_L1: 2.856 D_real: 0.488 D_fake: 0.022 +(epoch: 106, iters: 46220, time: 0.290, data: 0.018) G_GAN: 5.370 G_L1: 4.574 D_real: 0.010 D_fake: 0.057 +(epoch: 106, iters: 46320, time: 0.632, data: 0.018) G_GAN: 4.112 G_L1: 4.597 D_real: 0.012 D_fake: 0.141 +(epoch: 106, iters: 46420, time: 0.262, data: 0.017) G_GAN: 4.551 G_L1: 3.311 D_real: 0.023 D_fake: 0.044 +(epoch: 106, iters: 46520, time: 0.302, data: 0.018) G_GAN: 4.183 G_L1: 4.279 D_real: 0.023 D_fake: 0.166 +(epoch: 106, iters: 46620, time: 0.279, data: 0.018) G_GAN: 3.680 G_L1: 2.880 D_real: 0.256 D_fake: 0.169 +(epoch: 106, iters: 46720, time: 0.392, data: 0.016) G_GAN: 4.835 G_L1: 4.278 D_real: 0.037 D_fake: 0.067 +(epoch: 106, iters: 46820, time: 0.280, data: 0.017) G_GAN: 5.206 G_L1: 4.026 D_real: 0.047 D_fake: 0.084 +(epoch: 106, iters: 46920, time: 0.298, data: 0.018) G_GAN: 4.365 G_L1: 3.685 D_real: 0.004 D_fake: 0.065 +(epoch: 106, iters: 47020, time: 0.296, data: 0.018) G_GAN: 5.162 G_L1: 2.548 D_real: 0.064 D_fake: 0.031 +(epoch: 106, iters: 47120, time: 0.398, data: 0.017) G_GAN: 5.138 G_L1: 3.713 D_real: 0.000 D_fake: 0.111 +(epoch: 106, iters: 47220, time: 0.292, data: 0.018) G_GAN: 4.479 G_L1: 3.940 D_real: 0.049 D_fake: 0.038 +(epoch: 106, iters: 47320, time: 0.295, data: 0.018) G_GAN: 4.181 G_L1: 3.227 D_real: 0.081 D_fake: 0.067 +(epoch: 106, iters: 47420, time: 0.274, data: 0.019) G_GAN: 4.830 G_L1: 3.721 D_real: 0.004 D_fake: 0.041 +(epoch: 106, iters: 47520, time: 0.403, data: 0.016) G_GAN: 4.619 G_L1: 2.574 D_real: 0.691 D_fake: 0.014 +(epoch: 106, iters: 47620, time: 0.279, data: 0.015) G_GAN: 5.751 G_L1: 5.031 D_real: 0.059 D_fake: 0.012 +(epoch: 106, iters: 47720, time: 0.273, data: 0.015) G_GAN: 4.875 G_L1: 4.113 D_real: 0.030 D_fake: 0.046 +(epoch: 106, iters: 47820, time: 0.288, data: 0.017) G_GAN: 6.577 G_L1: 3.170 D_real: 0.004 D_fake: 0.033 +(epoch: 106, iters: 47920, time: 0.385, data: 0.017) G_GAN: 5.649 G_L1: 3.431 D_real: 0.175 D_fake: 0.037 +(epoch: 106, iters: 48020, time: 0.306, data: 0.015) G_GAN: 5.471 G_L1: 3.599 D_real: 0.065 D_fake: 0.038 +(epoch: 106, iters: 48120, time: 0.295, data: 0.020) G_GAN: 3.744 G_L1: 3.585 D_real: 0.045 D_fake: 0.070 +(epoch: 106, iters: 48220, time: 0.290, data: 0.019) G_GAN: 5.640 G_L1: 4.500 D_real: 0.002 D_fake: 0.023 +(epoch: 106, iters: 48320, time: 0.592, data: 0.017) G_GAN: 6.309 G_L1: 3.574 D_real: 0.112 D_fake: 0.009 +(epoch: 106, iters: 48420, time: 0.296, data: 0.019) G_GAN: 5.333 G_L1: 3.047 D_real: 0.059 D_fake: 0.027 +(epoch: 106, iters: 48520, time: 0.295, data: 0.019) G_GAN: 4.708 G_L1: 3.897 D_real: 0.124 D_fake: 0.146 +(epoch: 106, iters: 48620, time: 0.294, data: 0.020) G_GAN: 4.906 G_L1: 3.774 D_real: 0.069 D_fake: 0.066 +(epoch: 106, iters: 48720, time: 0.408, data: 0.019) G_GAN: 5.650 G_L1: 4.752 D_real: 0.015 D_fake: 0.028 +(epoch: 106, iters: 48820, time: 0.303, data: 0.017) G_GAN: 5.511 G_L1: 4.989 D_real: 0.033 D_fake: 0.055 +(epoch: 106, iters: 48920, time: 0.308, data: 0.020) G_GAN: 7.363 G_L1: 3.440 D_real: 0.048 D_fake: 0.019 +(epoch: 106, iters: 49020, time: 0.294, data: 0.019) G_GAN: 5.024 G_L1: 2.646 D_real: 0.000 D_fake: 0.038 +(epoch: 106, iters: 49120, time: 0.404, data: 0.020) G_GAN: 4.004 G_L1: 3.498 D_real: 0.421 D_fake: 0.037 +(epoch: 106, iters: 49220, time: 0.291, data: 0.018) G_GAN: 6.699 G_L1: 4.474 D_real: 0.000 D_fake: 0.011 +(epoch: 106, iters: 49320, time: 0.301, data: 0.018) G_GAN: 3.575 G_L1: 4.275 D_real: 0.010 D_fake: 0.298 +(epoch: 106, iters: 49420, time: 0.304, data: 0.019) G_GAN: 3.819 G_L1: 4.134 D_real: 0.099 D_fake: 0.071 +(epoch: 106, iters: 49520, time: 0.395, data: 0.020) G_GAN: 6.452 G_L1: 3.020 D_real: 0.030 D_fake: 0.012 +(epoch: 106, iters: 49620, time: 0.301, data: 0.017) G_GAN: 6.269 G_L1: 4.010 D_real: 0.002 D_fake: 0.006 +(epoch: 106, iters: 49720, time: 0.301, data: 0.020) G_GAN: 4.715 G_L1: 2.879 D_real: 0.191 D_fake: 0.018 +(epoch: 106, iters: 49820, time: 0.294, data: 0.019) G_GAN: 3.883 G_L1: 2.735 D_real: 0.108 D_fake: 0.187 +(epoch: 106, iters: 49920, time: 0.417, data: 0.019) G_GAN: 3.843 G_L1: 4.363 D_real: 0.038 D_fake: 0.117 +(epoch: 106, iters: 50020, time: 0.296, data: 0.020) G_GAN: 5.184 G_L1: 4.084 D_real: 0.391 D_fake: 0.013 +(epoch: 106, iters: 50120, time: 0.307, data: 0.019) G_GAN: 4.206 G_L1: 2.523 D_real: 0.093 D_fake: 0.061 +(epoch: 106, iters: 50220, time: 0.297, data: 0.020) G_GAN: 5.316 G_L1: 3.445 D_real: 0.006 D_fake: 0.257 +(epoch: 106, iters: 50320, time: 0.588, data: 0.019) G_GAN: 4.196 G_L1: 4.106 D_real: 0.136 D_fake: 0.154 +(epoch: 106, iters: 50420, time: 0.303, data: 0.017) G_GAN: 5.251 G_L1: 4.347 D_real: 0.001 D_fake: 0.029 +(epoch: 106, iters: 50520, time: 0.301, data: 0.020) G_GAN: 3.485 G_L1: 2.992 D_real: 0.118 D_fake: 0.121 +(epoch: 106, iters: 50620, time: 0.293, data: 0.020) G_GAN: 4.463 G_L1: 3.662 D_real: 0.079 D_fake: 0.026 +(epoch: 106, iters: 50720, time: 0.407, data: 0.018) G_GAN: 4.072 G_L1: 2.326 D_real: 0.063 D_fake: 0.097 +(epoch: 106, iters: 50820, time: 0.303, data: 0.019) G_GAN: 6.290 G_L1: 3.705 D_real: 0.000 D_fake: 0.007 +(epoch: 106, iters: 50920, time: 0.294, data: 0.019) G_GAN: 4.042 G_L1: 2.816 D_real: 0.125 D_fake: 0.083 +(epoch: 106, iters: 51020, time: 0.299, data: 0.020) G_GAN: 2.502 G_L1: 2.616 D_real: 0.598 D_fake: 0.122 +(epoch: 106, iters: 51120, time: 0.412, data: 0.018) G_GAN: 4.100 G_L1: 3.379 D_real: 0.009 D_fake: 0.094 +(epoch: 106, iters: 51220, time: 0.305, data: 0.020) G_GAN: 3.973 G_L1: 4.220 D_real: 0.053 D_fake: 0.080 +(epoch: 106, iters: 51320, time: 0.300, data: 0.019) G_GAN: 4.238 G_L1: 2.870 D_real: 0.082 D_fake: 0.060 +(epoch: 106, iters: 51420, time: 0.296, data: 0.020) G_GAN: 4.231 G_L1: 3.334 D_real: 0.114 D_fake: 0.037 +(epoch: 106, iters: 51520, time: 0.404, data: 0.019) G_GAN: 4.870 G_L1: 3.357 D_real: 0.011 D_fake: 0.023 +(epoch: 106, iters: 51620, time: 0.305, data: 0.019) G_GAN: 4.125 G_L1: 3.243 D_real: 0.135 D_fake: 0.125 +(epoch: 106, iters: 51720, time: 0.298, data: 0.020) G_GAN: 4.501 G_L1: 3.027 D_real: 0.026 D_fake: 0.113 +(epoch: 106, iters: 51820, time: 0.289, data: 0.018) G_GAN: 3.142 G_L1: 4.042 D_real: 0.103 D_fake: 0.124 +(epoch: 106, iters: 51920, time: 0.402, data: 0.017) G_GAN: 3.702 G_L1: 1.701 D_real: 0.015 D_fake: 0.100 +(epoch: 106, iters: 52020, time: 0.298, data: 0.020) G_GAN: 5.229 G_L1: 3.767 D_real: 0.086 D_fake: 0.035 +(epoch: 106, iters: 52120, time: 0.302, data: 0.019) G_GAN: 3.764 G_L1: 3.544 D_real: 0.041 D_fake: 0.132 +(epoch: 106, iters: 52220, time: 0.294, data: 0.020) G_GAN: 3.547 G_L1: 3.551 D_real: 0.100 D_fake: 0.094 +(epoch: 106, iters: 52320, time: 0.595, data: 0.020) G_GAN: 4.430 G_L1: 3.089 D_real: 0.411 D_fake: 0.047 +(epoch: 106, iters: 52420, time: 0.294, data: 0.020) G_GAN: 2.847 G_L1: 2.862 D_real: 0.184 D_fake: 0.157 +(epoch: 106, iters: 52520, time: 0.306, data: 0.019) G_GAN: 3.699 G_L1: 2.997 D_real: 0.230 D_fake: 0.091 +(epoch: 106, iters: 52620, time: 0.305, data: 0.020) G_GAN: 4.634 G_L1: 3.659 D_real: 0.002 D_fake: 0.042 +(epoch: 106, iters: 52720, time: 0.423, data: 0.019) G_GAN: 4.008 G_L1: 4.607 D_real: 0.017 D_fake: 0.185 +(epoch: 106, iters: 52820, time: 0.307, data: 0.019) G_GAN: 3.178 G_L1: 3.503 D_real: 0.004 D_fake: 0.147 +(epoch: 106, iters: 52920, time: 0.293, data: 0.018) G_GAN: 5.692 G_L1: 3.858 D_real: 0.069 D_fake: 0.150 +(epoch: 106, iters: 53020, time: 0.305, data: 0.030) G_GAN: 3.392 G_L1: 6.705 D_real: 0.162 D_fake: 0.454 +(epoch: 106, iters: 53120, time: 0.413, data: 0.019) G_GAN: 9.866 G_L1: 5.519 D_real: 0.210 D_fake: 0.000 +(epoch: 106, iters: 53220, time: 0.300, data: 0.019) G_GAN: 4.389 G_L1: 3.401 D_real: 0.046 D_fake: 0.053 +(epoch: 106, iters: 53320, time: 0.304, data: 0.019) G_GAN: 3.935 G_L1: 4.165 D_real: 0.006 D_fake: 0.102 +(epoch: 106, iters: 53420, time: 0.303, data: 0.020) G_GAN: 5.984 G_L1: 4.336 D_real: 0.016 D_fake: 0.014 +(epoch: 106, iters: 53520, time: 0.420, data: 0.020) G_GAN: 5.259 G_L1: 4.610 D_real: 0.106 D_fake: 0.025 +(epoch: 106, iters: 53620, time: 0.303, data: 0.019) G_GAN: 5.179 G_L1: 6.538 D_real: 0.079 D_fake: 0.169 +(epoch: 106, iters: 53720, time: 0.304, data: 0.019) G_GAN: 4.568 G_L1: 3.811 D_real: 0.007 D_fake: 0.054 +(epoch: 106, iters: 53820, time: 0.290, data: 0.020) G_GAN: 5.672 G_L1: 4.287 D_real: 0.251 D_fake: 0.049 +(epoch: 106, iters: 53920, time: 0.416, data: 0.021) G_GAN: 4.856 G_L1: 5.166 D_real: 0.062 D_fake: 0.991 +(epoch: 106, iters: 54020, time: 0.302, data: 0.020) G_GAN: 5.612 G_L1: 4.618 D_real: 0.021 D_fake: 0.030 +(epoch: 106, iters: 54120, time: 0.302, data: 0.019) G_GAN: 4.918 G_L1: 4.553 D_real: 0.029 D_fake: 0.061 +(epoch: 106, iters: 54220, time: 0.301, data: 0.020) G_GAN: 6.192 G_L1: 3.503 D_real: 0.326 D_fake: 0.016 +(epoch: 106, iters: 54320, time: 0.644, data: 0.020) G_GAN: 4.717 G_L1: 4.928 D_real: 0.003 D_fake: 0.055 +(epoch: 106, iters: 54420, time: 0.293, data: 0.018) G_GAN: 4.743 G_L1: 3.876 D_real: 0.015 D_fake: 0.091 +(epoch: 106, iters: 54520, time: 0.303, data: 0.019) G_GAN: 3.957 G_L1: 3.675 D_real: 0.001 D_fake: 0.123 +(epoch: 106, iters: 54620, time: 0.292, data: 0.019) G_GAN: 5.239 G_L1: 3.572 D_real: 0.332 D_fake: 0.009 +(epoch: 106, iters: 54720, time: 0.416, data: 0.019) G_GAN: 3.768 G_L1: 3.572 D_real: 0.113 D_fake: 0.079 +(epoch: 106, iters: 54820, time: 0.303, data: 0.020) G_GAN: 5.650 G_L1: 7.980 D_real: 0.154 D_fake: 0.017 +(epoch: 106, iters: 54920, time: 0.301, data: 0.021) G_GAN: 4.731 G_L1: 4.462 D_real: 0.115 D_fake: 0.105 +(epoch: 106, iters: 55020, time: 0.301, data: 0.020) G_GAN: 3.301 G_L1: 3.868 D_real: 0.185 D_fake: 0.399 +(epoch: 106, iters: 55120, time: 0.409, data: 0.020) G_GAN: 3.465 G_L1: 3.803 D_real: 0.040 D_fake: 0.088 +(epoch: 106, iters: 55220, time: 0.302, data: 0.019) G_GAN: 4.354 G_L1: 3.488 D_real: 0.069 D_fake: 0.034 +(epoch: 106, iters: 55320, time: 0.300, data: 0.021) G_GAN: 5.202 G_L1: 3.205 D_real: 0.026 D_fake: 0.018 +(epoch: 106, iters: 55420, time: 0.303, data: 0.020) G_GAN: 4.227 G_L1: 3.970 D_real: 0.077 D_fake: 0.050 +(epoch: 106, iters: 55520, time: 0.409, data: 0.019) G_GAN: 4.448 G_L1: 5.072 D_real: 0.006 D_fake: 0.140 +(epoch: 106, iters: 55620, time: 0.303, data: 0.019) G_GAN: 4.600 G_L1: 3.443 D_real: 0.142 D_fake: 0.054 +(epoch: 106, iters: 55720, time: 0.290, data: 0.020) G_GAN: 4.097 G_L1: 3.220 D_real: 0.058 D_fake: 0.044 +(epoch: 106, iters: 55820, time: 0.301, data: 0.020) G_GAN: 3.604 G_L1: 3.490 D_real: 0.206 D_fake: 0.241 +(epoch: 106, iters: 55920, time: 0.416, data: 0.019) G_GAN: 3.778 G_L1: 3.281 D_real: 0.173 D_fake: 0.286 +(epoch: 106, iters: 56020, time: 0.302, data: 0.020) G_GAN: 3.888 G_L1: 2.665 D_real: 0.362 D_fake: 0.031 +(epoch: 106, iters: 56120, time: 0.301, data: 0.021) G_GAN: 3.789 G_L1: 3.658 D_real: 0.032 D_fake: 0.075 +(epoch: 106, iters: 56220, time: 0.310, data: 0.020) G_GAN: 3.901 G_L1: 3.774 D_real: 0.291 D_fake: 0.149 +(epoch: 106, iters: 56320, time: 0.601, data: 0.021) G_GAN: 5.461 G_L1: 4.200 D_real: 0.160 D_fake: 0.036 +(epoch: 106, iters: 56420, time: 0.303, data: 0.019) G_GAN: 4.614 G_L1: 2.898 D_real: 0.016 D_fake: 0.190 +(epoch: 106, iters: 56520, time: 0.298, data: 0.020) G_GAN: 3.579 G_L1: 3.121 D_real: 0.076 D_fake: 0.091 +(epoch: 106, iters: 56620, time: 0.297, data: 0.021) G_GAN: 4.061 G_L1: 4.263 D_real: 0.012 D_fake: 0.089 +(epoch: 106, iters: 56720, time: 0.422, data: 0.020) G_GAN: 3.394 G_L1: 4.216 D_real: 0.094 D_fake: 0.228 +(epoch: 106, iters: 56820, time: 0.301, data: 0.019) G_GAN: 4.899 G_L1: 7.028 D_real: 0.052 D_fake: 0.030 +(epoch: 106, iters: 56920, time: 0.302, data: 0.021) G_GAN: 4.684 G_L1: 5.427 D_real: 0.215 D_fake: 0.073 +(epoch: 106, iters: 57020, time: 0.298, data: 0.018) G_GAN: 5.339 G_L1: 3.610 D_real: 0.020 D_fake: 0.019 +(epoch: 106, iters: 57120, time: 0.391, data: 0.020) G_GAN: 5.318 G_L1: 3.884 D_real: 0.240 D_fake: 0.014 +(epoch: 106, iters: 57220, time: 0.288, data: 0.021) G_GAN: 7.768 G_L1: 4.206 D_real: 0.120 D_fake: 0.006 +(epoch: 106, iters: 57320, time: 0.305, data: 0.019) G_GAN: 5.039 G_L1: 3.339 D_real: 0.174 D_fake: 0.017 +(epoch: 106, iters: 57420, time: 0.306, data: 0.021) G_GAN: 3.628 G_L1: 3.024 D_real: 0.234 D_fake: 0.089 +(epoch: 106, iters: 57520, time: 0.381, data: 0.020) G_GAN: 3.527 G_L1: 3.053 D_real: 0.088 D_fake: 0.157 +(epoch: 106, iters: 57620, time: 0.291, data: 0.019) G_GAN: 5.569 G_L1: 3.246 D_real: 0.057 D_fake: 0.020 +(epoch: 106, iters: 57720, time: 0.297, data: 0.019) G_GAN: 4.881 G_L1: 3.852 D_real: 0.058 D_fake: 0.032 +(epoch: 106, iters: 57820, time: 0.295, data: 0.036) G_GAN: 4.405 G_L1: 5.300 D_real: 0.128 D_fake: 0.182 +(epoch: 106, iters: 57920, time: 0.431, data: 0.020) G_GAN: 5.178 G_L1: 4.319 D_real: 0.004 D_fake: 0.024 +(epoch: 106, iters: 58020, time: 0.306, data: 0.020) G_GAN: 5.282 G_L1: 3.920 D_real: 0.098 D_fake: 0.041 +(epoch: 106, iters: 58120, time: 0.288, data: 0.021) G_GAN: 3.444 G_L1: 3.707 D_real: 0.166 D_fake: 0.106 +(epoch: 106, iters: 58220, time: 0.282, data: 0.018) G_GAN: 3.604 G_L1: 3.937 D_real: 0.714 D_fake: 0.101 +(epoch: 106, iters: 58320, time: 0.641, data: 0.018) G_GAN: 3.826 G_L1: 5.596 D_real: 0.695 D_fake: 0.047 +(epoch: 106, iters: 58420, time: 0.303, data: 0.022) G_GAN: 4.881 G_L1: 5.827 D_real: 0.022 D_fake: 0.097 +(epoch: 106, iters: 58520, time: 0.305, data: 0.020) G_GAN: 4.649 G_L1: 4.314 D_real: 0.001 D_fake: 0.068 +(epoch: 106, iters: 58620, time: 0.302, data: 0.019) G_GAN: 3.712 G_L1: 2.302 D_real: 0.015 D_fake: 0.101 +(epoch: 106, iters: 58720, time: 0.418, data: 0.020) G_GAN: 5.417 G_L1: 4.136 D_real: 0.088 D_fake: 0.030 +(epoch: 106, iters: 58820, time: 0.290, data: 0.019) G_GAN: 3.820 G_L1: 4.318 D_real: 0.045 D_fake: 0.113 +(epoch: 106, iters: 58920, time: 0.288, data: 0.018) G_GAN: 4.841 G_L1: 4.760 D_real: 0.057 D_fake: 0.039 +(epoch: 106, iters: 59020, time: 0.298, data: 0.021) G_GAN: 4.480 G_L1: 6.676 D_real: 0.003 D_fake: 0.052 +(epoch: 106, iters: 59120, time: 0.401, data: 0.021) G_GAN: 5.053 G_L1: 3.839 D_real: 0.269 D_fake: 0.016 +(epoch: 106, iters: 59220, time: 0.303, data: 0.018) G_GAN: 4.405 G_L1: 3.028 D_real: 0.118 D_fake: 0.043 +(epoch: 106, iters: 59320, time: 0.306, data: 0.019) G_GAN: 5.430 G_L1: 4.288 D_real: 0.022 D_fake: 0.017 +(epoch: 106, iters: 59420, time: 0.291, data: 0.020) G_GAN: 4.047 G_L1: 2.890 D_real: 0.048 D_fake: 0.069 +(epoch: 106, iters: 59520, time: 0.381, data: 0.018) G_GAN: 4.258 G_L1: 3.439 D_real: 0.084 D_fake: 0.049 +(epoch: 106, iters: 59620, time: 0.295, data: 0.019) G_GAN: 5.509 G_L1: 3.911 D_real: 0.236 D_fake: 0.013 +(epoch: 106, iters: 59720, time: 0.302, data: 0.021) G_GAN: 6.155 G_L1: 4.479 D_real: 0.025 D_fake: 0.012 +(epoch: 106, iters: 59820, time: 0.301, data: 0.021) G_GAN: 5.444 G_L1: 4.149 D_real: 0.017 D_fake: 0.016 +(epoch: 106, iters: 59920, time: 0.415, data: 0.024) G_GAN: 6.474 G_L1: 3.494 D_real: 0.000 D_fake: 0.008 +(epoch: 107, iters: 4, time: 0.234, data: 0.022) G_GAN: 3.965 G_L1: 3.947 D_real: 0.010 D_fake: 0.126 +(epoch: 107, iters: 104, time: 0.285, data: 0.023) G_GAN: 5.882 G_L1: 4.771 D_real: 0.001 D_fake: 0.010 +(epoch: 107, iters: 204, time: 0.284, data: 0.022) G_GAN: 3.639 G_L1: 2.416 D_real: 0.003 D_fake: 0.153 +(epoch: 107, iters: 304, time: 0.648, data: 0.020) G_GAN: 3.466 G_L1: 3.848 D_real: 0.240 D_fake: 0.076 +(epoch: 107, iters: 404, time: 0.296, data: 0.020) G_GAN: 5.499 G_L1: 3.787 D_real: 0.018 D_fake: 0.020 +(epoch: 107, iters: 504, time: 0.297, data: 0.019) G_GAN: 4.897 G_L1: 4.907 D_real: 0.015 D_fake: 0.055 +(epoch: 107, iters: 604, time: 0.289, data: 0.021) G_GAN: 6.960 G_L1: 3.666 D_real: 0.022 D_fake: 0.005 +(epoch: 107, iters: 704, time: 0.394, data: 0.018) G_GAN: 3.760 G_L1: 3.776 D_real: 0.021 D_fake: 0.095 +(epoch: 107, iters: 804, time: 0.294, data: 0.020) G_GAN: 4.347 G_L1: 3.471 D_real: 0.082 D_fake: 0.040 +(epoch: 107, iters: 904, time: 0.293, data: 0.022) G_GAN: 2.977 G_L1: 5.759 D_real: 0.052 D_fake: 0.266 +(epoch: 107, iters: 1004, time: 0.304, data: 0.020) G_GAN: 6.981 G_L1: 3.461 D_real: 0.322 D_fake: 0.012 +(epoch: 107, iters: 1104, time: 0.415, data: 0.020) G_GAN: 4.962 G_L1: 3.261 D_real: 0.011 D_fake: 0.035 +(epoch: 107, iters: 1204, time: 0.294, data: 0.020) G_GAN: 3.480 G_L1: 4.474 D_real: 0.100 D_fake: 0.104 +(epoch: 107, iters: 1304, time: 0.301, data: 0.020) G_GAN: 5.393 G_L1: 3.755 D_real: 0.019 D_fake: 0.049 +(epoch: 107, iters: 1404, time: 0.301, data: 0.021) G_GAN: 6.605 G_L1: 3.516 D_real: 0.129 D_fake: 0.007 +(epoch: 107, iters: 1504, time: 0.416, data: 0.022) G_GAN: 4.729 G_L1: 3.917 D_real: 0.001 D_fake: 0.030 +(epoch: 107, iters: 1604, time: 0.304, data: 0.021) G_GAN: 4.612 G_L1: 5.345 D_real: 0.002 D_fake: 0.089 +(epoch: 107, iters: 1704, time: 0.305, data: 0.022) G_GAN: 5.541 G_L1: 4.031 D_real: 0.041 D_fake: 0.024 +(epoch: 107, iters: 1804, time: 0.300, data: 0.021) G_GAN: 4.931 G_L1: 3.438 D_real: 0.032 D_fake: 0.187 +(epoch: 107, iters: 1904, time: 0.424, data: 0.024) G_GAN: 4.933 G_L1: 3.860 D_real: 0.005 D_fake: 0.059 +(epoch: 107, iters: 2004, time: 0.301, data: 0.020) G_GAN: 4.419 G_L1: 2.777 D_real: 0.041 D_fake: 0.055 +(epoch: 107, iters: 2104, time: 0.302, data: 0.020) G_GAN: 6.661 G_L1: 4.124 D_real: 0.002 D_fake: 0.080 +(epoch: 107, iters: 2204, time: 0.300, data: 0.021) G_GAN: 3.914 G_L1: 3.499 D_real: 0.002 D_fake: 0.248 +(epoch: 107, iters: 2304, time: 0.643, data: 0.021) G_GAN: 6.688 G_L1: 3.461 D_real: 0.014 D_fake: 0.015 +(epoch: 107, iters: 2404, time: 0.301, data: 0.020) G_GAN: 4.456 G_L1: 3.939 D_real: 0.120 D_fake: 0.029 +(epoch: 107, iters: 2504, time: 0.296, data: 0.021) G_GAN: 6.161 G_L1: 3.968 D_real: 0.000 D_fake: 0.010 +(epoch: 107, iters: 2604, time: 0.293, data: 0.024) G_GAN: 5.051 G_L1: 3.913 D_real: 0.000 D_fake: 0.040 +(epoch: 107, iters: 2704, time: 0.411, data: 0.019) G_GAN: 3.714 G_L1: 4.082 D_real: 0.001 D_fake: 0.102 +(epoch: 107, iters: 2804, time: 0.300, data: 0.020) G_GAN: 4.707 G_L1: 3.715 D_real: 0.045 D_fake: 0.129 +(epoch: 107, iters: 2904, time: 0.300, data: 0.020) G_GAN: 4.858 G_L1: 5.861 D_real: 0.114 D_fake: 0.047 +(epoch: 107, iters: 3004, time: 0.304, data: 0.021) G_GAN: 5.542 G_L1: 3.859 D_real: 0.017 D_fake: 0.048 +(epoch: 107, iters: 3104, time: 0.427, data: 0.021) G_GAN: 4.640 G_L1: 4.275 D_real: 0.009 D_fake: 0.028 +(epoch: 107, iters: 3204, time: 0.306, data: 0.020) G_GAN: 4.780 G_L1: 2.839 D_real: 0.205 D_fake: 0.072 +(epoch: 107, iters: 3304, time: 0.303, data: 0.020) G_GAN: 3.571 G_L1: 4.618 D_real: 0.038 D_fake: 0.309 +(epoch: 107, iters: 3404, time: 0.286, data: 0.020) G_GAN: 4.393 G_L1: 3.261 D_real: 0.011 D_fake: 0.067 +(epoch: 107, iters: 3504, time: 0.416, data: 0.019) G_GAN: 5.170 G_L1: 5.521 D_real: 0.005 D_fake: 0.104 +(epoch: 107, iters: 3604, time: 0.291, data: 0.018) G_GAN: 4.846 G_L1: 3.308 D_real: 0.025 D_fake: 0.090 +(epoch: 107, iters: 3704, time: 0.304, data: 0.020) G_GAN: 6.113 G_L1: 3.872 D_real: 0.329 D_fake: 0.009 +(epoch: 107, iters: 3804, time: 0.299, data: 0.020) G_GAN: 5.635 G_L1: 3.321 D_real: 0.017 D_fake: 0.036 +(epoch: 107, iters: 3904, time: 0.417, data: 0.021) G_GAN: 4.410 G_L1: 4.315 D_real: 0.004 D_fake: 0.037 +(epoch: 107, iters: 4004, time: 0.295, data: 0.017) G_GAN: 5.863 G_L1: 4.043 D_real: 0.003 D_fake: 0.015 +(epoch: 107, iters: 4104, time: 0.295, data: 0.019) G_GAN: 4.531 G_L1: 3.322 D_real: 0.316 D_fake: 0.097 +(epoch: 107, iters: 4204, time: 0.290, data: 0.020) G_GAN: 4.466 G_L1: 3.759 D_real: 0.138 D_fake: 0.034 +(epoch: 107, iters: 4304, time: 0.665, data: 0.019) G_GAN: 5.432 G_L1: 4.086 D_real: 0.168 D_fake: 0.021 +(epoch: 107, iters: 4404, time: 0.296, data: 0.018) G_GAN: 4.683 G_L1: 4.399 D_real: 0.014 D_fake: 0.040 +(epoch: 107, iters: 4504, time: 0.305, data: 0.021) G_GAN: 5.283 G_L1: 3.554 D_real: 0.070 D_fake: 0.015 +(epoch: 107, iters: 4604, time: 0.300, data: 0.019) G_GAN: 3.475 G_L1: 2.277 D_real: 0.011 D_fake: 0.106 +(epoch: 107, iters: 4704, time: 0.413, data: 0.018) G_GAN: 4.755 G_L1: 4.224 D_real: 0.071 D_fake: 0.043 +(epoch: 107, iters: 4804, time: 0.303, data: 0.017) G_GAN: 6.816 G_L1: 4.655 D_real: 0.090 D_fake: 0.009 +(epoch: 107, iters: 4904, time: 0.295, data: 0.019) G_GAN: 3.707 G_L1: 3.359 D_real: 0.020 D_fake: 0.115 +(epoch: 107, iters: 5004, time: 0.289, data: 0.022) G_GAN: 4.173 G_L1: 2.866 D_real: 0.005 D_fake: 0.079 +(epoch: 107, iters: 5104, time: 0.419, data: 0.020) G_GAN: 3.292 G_L1: 4.567 D_real: 0.036 D_fake: 0.291 +(epoch: 107, iters: 5204, time: 0.298, data: 0.018) G_GAN: 4.405 G_L1: 2.893 D_real: 0.001 D_fake: 0.051 +(epoch: 107, iters: 5304, time: 0.299, data: 0.018) G_GAN: 5.113 G_L1: 3.958 D_real: 0.047 D_fake: 0.034 +(epoch: 107, iters: 5404, time: 0.287, data: 0.019) G_GAN: 5.339 G_L1: 4.662 D_real: 0.010 D_fake: 0.018 +(epoch: 107, iters: 5504, time: 0.419, data: 0.025) G_GAN: 5.598 G_L1: 4.231 D_real: 0.001 D_fake: 0.010 +(epoch: 107, iters: 5604, time: 0.297, data: 0.018) G_GAN: 5.976 G_L1: 3.925 D_real: 0.059 D_fake: 0.012 +(epoch: 107, iters: 5704, time: 0.278, data: 0.017) G_GAN: 5.422 G_L1: 4.106 D_real: 0.008 D_fake: 0.033 +(epoch: 107, iters: 5804, time: 0.290, data: 0.016) G_GAN: 5.382 G_L1: 4.093 D_real: 0.064 D_fake: 0.034 +(epoch: 107, iters: 5904, time: 0.402, data: 0.019) G_GAN: 4.923 G_L1: 3.441 D_real: 0.028 D_fake: 0.057 +(epoch: 107, iters: 6004, time: 0.292, data: 0.017) G_GAN: 4.477 G_L1: 4.049 D_real: 0.006 D_fake: 0.052 +(epoch: 107, iters: 6104, time: 0.288, data: 0.019) G_GAN: 4.871 G_L1: 4.028 D_real: 0.007 D_fake: 0.184 +(epoch: 107, iters: 6204, time: 0.276, data: 0.017) G_GAN: 5.001 G_L1: 3.375 D_real: 0.006 D_fake: 0.065 +(epoch: 107, iters: 6304, time: 0.643, data: 0.018) G_GAN: 5.215 G_L1: 3.136 D_real: 0.251 D_fake: 0.015 +(epoch: 107, iters: 6404, time: 0.302, data: 0.018) G_GAN: 3.959 G_L1: 3.132 D_real: 0.240 D_fake: 0.029 +(epoch: 107, iters: 6504, time: 0.297, data: 0.018) G_GAN: 4.229 G_L1: 2.976 D_real: 0.056 D_fake: 0.204 +(epoch: 107, iters: 6604, time: 0.292, data: 0.023) G_GAN: 6.808 G_L1: 3.534 D_real: 0.023 D_fake: 0.015 +(epoch: 107, iters: 6704, time: 0.412, data: 0.019) G_GAN: 7.238 G_L1: 3.300 D_real: 0.019 D_fake: 0.007 +(epoch: 107, iters: 6804, time: 0.288, data: 0.019) G_GAN: 5.955 G_L1: 4.043 D_real: 0.041 D_fake: 0.012 +(epoch: 107, iters: 6904, time: 0.296, data: 0.017) G_GAN: 5.290 G_L1: 3.850 D_real: 0.002 D_fake: 0.032 +(epoch: 107, iters: 7004, time: 0.277, data: 0.018) G_GAN: 7.200 G_L1: 4.395 D_real: 0.126 D_fake: 0.003 +(epoch: 107, iters: 7104, time: 0.390, data: 0.015) G_GAN: 3.508 G_L1: 2.860 D_real: 0.001 D_fake: 0.097 +(epoch: 107, iters: 7204, time: 0.291, data: 0.019) G_GAN: 3.331 G_L1: 3.207 D_real: 0.003 D_fake: 0.172 +(epoch: 107, iters: 7304, time: 0.296, data: 0.016) G_GAN: 4.700 G_L1: 6.812 D_real: 0.048 D_fake: 0.040 +(epoch: 107, iters: 7404, time: 0.299, data: 0.019) G_GAN: 6.307 G_L1: 4.571 D_real: 0.008 D_fake: 0.008 +(epoch: 107, iters: 7504, time: 0.418, data: 0.018) G_GAN: 3.966 G_L1: 3.953 D_real: 0.004 D_fake: 0.092 +(epoch: 107, iters: 7604, time: 0.284, data: 0.018) G_GAN: 4.836 G_L1: 3.680 D_real: 0.005 D_fake: 0.045 +(epoch: 107, iters: 7704, time: 0.294, data: 0.017) G_GAN: 5.005 G_L1: 4.175 D_real: 0.100 D_fake: 0.021 +(epoch: 107, iters: 7804, time: 0.298, data: 0.019) G_GAN: 5.999 G_L1: 3.093 D_real: 0.145 D_fake: 0.010 +(epoch: 107, iters: 7904, time: 0.413, data: 0.018) G_GAN: 4.320 G_L1: 5.674 D_real: 0.065 D_fake: 0.184 +(epoch: 107, iters: 8004, time: 0.295, data: 0.017) G_GAN: 4.195 G_L1: 2.994 D_real: 0.016 D_fake: 0.163 +(epoch: 107, iters: 8104, time: 0.298, data: 0.019) G_GAN: 3.784 G_L1: 6.309 D_real: 0.172 D_fake: 0.133 +(epoch: 107, iters: 8204, time: 0.294, data: 0.019) G_GAN: 3.304 G_L1: 3.269 D_real: 0.318 D_fake: 0.227 +(epoch: 107, iters: 8304, time: 0.591, data: 0.019) G_GAN: 8.024 G_L1: 5.732 D_real: 0.000 D_fake: 0.020 +(epoch: 107, iters: 8404, time: 0.291, data: 0.018) G_GAN: 4.189 G_L1: 4.885 D_real: 0.082 D_fake: 0.128 +(epoch: 107, iters: 8504, time: 0.294, data: 0.018) G_GAN: 4.622 G_L1: 4.132 D_real: 0.033 D_fake: 0.139 +(epoch: 107, iters: 8604, time: 0.288, data: 0.016) G_GAN: 5.625 G_L1: 4.353 D_real: 0.004 D_fake: 0.010 +(epoch: 107, iters: 8704, time: 0.406, data: 0.022) G_GAN: 3.961 G_L1: 3.075 D_real: 0.030 D_fake: 0.092 +(epoch: 107, iters: 8804, time: 0.290, data: 0.018) G_GAN: 6.572 G_L1: 3.954 D_real: 0.083 D_fake: 0.008 +(epoch: 107, iters: 8904, time: 0.299, data: 0.018) G_GAN: 5.750 G_L1: 4.335 D_real: 0.026 D_fake: 0.012 +(epoch: 107, iters: 9004, time: 0.301, data: 0.019) G_GAN: 4.661 G_L1: 3.179 D_real: 0.092 D_fake: 0.039 +(epoch: 107, iters: 9104, time: 0.423, data: 0.019) G_GAN: 4.632 G_L1: 4.447 D_real: 0.001 D_fake: 0.036 +(epoch: 107, iters: 9204, time: 0.288, data: 0.018) G_GAN: 5.607 G_L1: 4.393 D_real: 0.002 D_fake: 0.022 +(epoch: 107, iters: 9304, time: 0.291, data: 0.017) G_GAN: 5.419 G_L1: 3.763 D_real: 0.049 D_fake: 0.032 +(epoch: 107, iters: 9404, time: 0.302, data: 0.017) G_GAN: 4.011 G_L1: 3.235 D_real: 0.075 D_fake: 0.046 +(epoch: 107, iters: 9504, time: 0.390, data: 0.019) G_GAN: 4.565 G_L1: 5.369 D_real: 0.044 D_fake: 0.033 +(epoch: 107, iters: 9604, time: 0.295, data: 0.018) G_GAN: 3.959 G_L1: 3.866 D_real: 0.000 D_fake: 0.065 +(epoch: 107, iters: 9704, time: 0.304, data: 0.018) G_GAN: 6.629 G_L1: 5.518 D_real: 0.011 D_fake: 0.029 +(epoch: 107, iters: 9804, time: 0.302, data: 0.021) G_GAN: 6.276 G_L1: 3.757 D_real: 0.051 D_fake: 0.025 +(epoch: 107, iters: 9904, time: 0.388, data: 0.019) G_GAN: 8.356 G_L1: 2.813 D_real: 0.001 D_fake: 0.008 +(epoch: 107, iters: 10004, time: 0.295, data: 0.018) G_GAN: 4.369 G_L1: 3.902 D_real: 0.037 D_fake: 0.067 +(epoch: 107, iters: 10104, time: 0.293, data: 0.019) G_GAN: 4.448 G_L1: 3.190 D_real: 0.400 D_fake: 0.048 +(epoch: 107, iters: 10204, time: 0.303, data: 0.018) G_GAN: 4.401 G_L1: 3.247 D_real: 0.068 D_fake: 0.073 +(epoch: 107, iters: 10304, time: 0.576, data: 0.019) G_GAN: 3.745 G_L1: 4.196 D_real: 0.004 D_fake: 0.144 +(epoch: 107, iters: 10404, time: 0.285, data: 0.017) G_GAN: 4.600 G_L1: 4.187 D_real: 0.073 D_fake: 0.272 +(epoch: 107, iters: 10504, time: 0.297, data: 0.020) G_GAN: 5.348 G_L1: 4.733 D_real: 0.001 D_fake: 0.032 +(epoch: 107, iters: 10604, time: 0.287, data: 0.019) G_GAN: 5.107 G_L1: 3.144 D_real: 0.033 D_fake: 0.121 +(epoch: 107, iters: 10704, time: 0.425, data: 0.018) G_GAN: 3.493 G_L1: 5.582 D_real: 0.076 D_fake: 0.087 +(epoch: 107, iters: 10804, time: 0.292, data: 0.019) G_GAN: 3.655 G_L1: 3.201 D_real: 0.072 D_fake: 0.231 +(epoch: 107, iters: 10904, time: 0.296, data: 0.019) G_GAN: 8.708 G_L1: 5.293 D_real: 0.003 D_fake: 0.003 +(epoch: 107, iters: 11004, time: 0.298, data: 0.017) G_GAN: 3.290 G_L1: 4.367 D_real: 0.098 D_fake: 0.125 +(epoch: 107, iters: 11104, time: 0.402, data: 0.019) G_GAN: 4.709 G_L1: 2.976 D_real: 0.051 D_fake: 0.128 +(epoch: 107, iters: 11204, time: 0.299, data: 0.019) G_GAN: 3.975 G_L1: 3.002 D_real: 0.028 D_fake: 0.062 +(epoch: 107, iters: 11304, time: 0.294, data: 0.019) G_GAN: 7.880 G_L1: 5.521 D_real: 0.001 D_fake: 0.002 +(epoch: 107, iters: 11404, time: 0.296, data: 0.018) G_GAN: 5.524 G_L1: 4.314 D_real: 0.060 D_fake: 0.037 +(epoch: 107, iters: 11504, time: 0.416, data: 0.020) G_GAN: 4.681 G_L1: 8.314 D_real: 0.290 D_fake: 0.048 +(epoch: 107, iters: 11604, time: 0.290, data: 0.021) G_GAN: 4.073 G_L1: 3.035 D_real: 0.097 D_fake: 0.124 +(epoch: 107, iters: 11704, time: 0.286, data: 0.022) G_GAN: 4.257 G_L1: 4.681 D_real: 0.059 D_fake: 0.173 +(epoch: 107, iters: 11804, time: 0.300, data: 0.017) G_GAN: 5.021 G_L1: 2.769 D_real: 0.016 D_fake: 0.042 +(epoch: 107, iters: 11904, time: 0.424, data: 0.018) G_GAN: 3.944 G_L1: 3.339 D_real: 0.012 D_fake: 0.101 +(epoch: 107, iters: 12004, time: 0.291, data: 0.018) G_GAN: 4.446 G_L1: 4.975 D_real: 0.032 D_fake: 0.093 +(epoch: 107, iters: 12104, time: 0.294, data: 0.019) G_GAN: 5.855 G_L1: 3.104 D_real: 0.434 D_fake: 0.008 +(epoch: 107, iters: 12204, time: 0.301, data: 0.020) G_GAN: 3.794 G_L1: 4.143 D_real: 0.338 D_fake: 0.217 +(epoch: 107, iters: 12304, time: 0.675, data: 0.020) G_GAN: 3.490 G_L1: 3.016 D_real: 0.522 D_fake: 0.087 +(epoch: 107, iters: 12404, time: 0.290, data: 0.018) G_GAN: 4.146 G_L1: 3.759 D_real: 0.167 D_fake: 0.139 +(epoch: 107, iters: 12504, time: 0.295, data: 0.018) G_GAN: 3.557 G_L1: 3.234 D_real: 0.024 D_fake: 0.184 +(epoch: 107, iters: 12604, time: 0.303, data: 0.019) G_GAN: 5.578 G_L1: 3.251 D_real: 0.138 D_fake: 0.012 +(epoch: 107, iters: 12704, time: 0.419, data: 0.019) G_GAN: 3.830 G_L1: 3.064 D_real: 0.033 D_fake: 0.063 +(epoch: 107, iters: 12804, time: 0.302, data: 0.019) G_GAN: 3.675 G_L1: 3.378 D_real: 0.003 D_fake: 0.079 +(epoch: 107, iters: 12904, time: 0.295, data: 0.025) G_GAN: 4.502 G_L1: 3.230 D_real: 0.056 D_fake: 0.028 +(epoch: 107, iters: 13004, time: 0.291, data: 0.021) G_GAN: 4.123 G_L1: 3.938 D_real: 0.173 D_fake: 0.079 +(epoch: 107, iters: 13104, time: 0.378, data: 0.018) G_GAN: 4.473 G_L1: 4.109 D_real: 0.001 D_fake: 0.049 +(epoch: 107, iters: 13204, time: 0.286, data: 0.016) G_GAN: 5.823 G_L1: 4.341 D_real: 0.000 D_fake: 0.010 +(epoch: 107, iters: 13304, time: 0.288, data: 0.017) G_GAN: 4.865 G_L1: 2.435 D_real: 0.285 D_fake: 0.144 +(epoch: 107, iters: 13404, time: 0.297, data: 0.020) G_GAN: 3.967 G_L1: 3.442 D_real: 0.022 D_fake: 0.057 +(epoch: 107, iters: 13504, time: 0.407, data: 0.020) G_GAN: 4.794 G_L1: 4.446 D_real: 0.010 D_fake: 0.194 +(epoch: 107, iters: 13604, time: 0.289, data: 0.018) G_GAN: 5.731 G_L1: 3.853 D_real: 0.005 D_fake: 0.020 +(epoch: 107, iters: 13704, time: 0.277, data: 0.018) G_GAN: 4.196 G_L1: 3.572 D_real: 0.006 D_fake: 0.059 +(epoch: 107, iters: 13804, time: 0.295, data: 0.018) G_GAN: 4.740 G_L1: 2.599 D_real: 0.198 D_fake: 0.026 +(epoch: 107, iters: 13904, time: 0.425, data: 0.018) G_GAN: 4.660 G_L1: 3.505 D_real: 0.055 D_fake: 0.073 +(epoch: 107, iters: 14004, time: 0.286, data: 0.017) G_GAN: 4.638 G_L1: 3.884 D_real: 0.026 D_fake: 0.073 +(epoch: 107, iters: 14104, time: 0.291, data: 0.017) G_GAN: 4.917 G_L1: 3.226 D_real: 0.013 D_fake: 0.027 +(epoch: 107, iters: 14204, time: 0.279, data: 0.020) G_GAN: 3.907 G_L1: 3.678 D_real: 0.023 D_fake: 0.132 +(epoch: 107, iters: 14304, time: 0.647, data: 0.016) G_GAN: 4.007 G_L1: 3.451 D_real: 0.361 D_fake: 0.057 +(epoch: 107, iters: 14404, time: 0.276, data: 0.017) G_GAN: 4.299 G_L1: 3.591 D_real: 0.016 D_fake: 0.054 +(epoch: 107, iters: 14504, time: 0.298, data: 0.017) G_GAN: 3.356 G_L1: 4.619 D_real: 0.305 D_fake: 0.117 +(epoch: 107, iters: 14604, time: 0.290, data: 0.022) G_GAN: 3.641 G_L1: 3.350 D_real: 0.152 D_fake: 0.124 +(epoch: 107, iters: 14704, time: 0.418, data: 0.016) G_GAN: 4.210 G_L1: 5.859 D_real: 0.086 D_fake: 0.091 +(epoch: 107, iters: 14804, time: 0.300, data: 0.020) G_GAN: 4.663 G_L1: 4.253 D_real: 0.003 D_fake: 0.081 +(epoch: 107, iters: 14904, time: 0.292, data: 0.018) G_GAN: 5.682 G_L1: 3.654 D_real: 0.103 D_fake: 0.036 +(epoch: 107, iters: 15004, time: 0.275, data: 0.019) G_GAN: 3.910 G_L1: 3.448 D_real: 0.031 D_fake: 0.071 +(epoch: 107, iters: 15104, time: 0.402, data: 0.016) G_GAN: 5.754 G_L1: 2.888 D_real: 0.263 D_fake: 0.017 +(epoch: 107, iters: 15204, time: 0.287, data: 0.019) G_GAN: 4.028 G_L1: 3.596 D_real: 0.033 D_fake: 0.084 +(epoch: 107, iters: 15304, time: 0.285, data: 0.018) G_GAN: 4.168 G_L1: 4.190 D_real: 0.073 D_fake: 0.365 +(epoch: 107, iters: 15404, time: 0.295, data: 0.018) G_GAN: 3.818 G_L1: 3.238 D_real: 0.074 D_fake: 0.093 +(epoch: 107, iters: 15504, time: 0.413, data: 0.019) G_GAN: 5.238 G_L1: 3.165 D_real: 0.122 D_fake: 0.068 +(epoch: 107, iters: 15604, time: 0.293, data: 0.020) G_GAN: 3.342 G_L1: 3.937 D_real: 0.082 D_fake: 0.121 +(epoch: 107, iters: 15704, time: 0.293, data: 0.022) G_GAN: 4.869 G_L1: 4.263 D_real: 0.013 D_fake: 0.027 +(epoch: 107, iters: 15804, time: 0.278, data: 0.019) G_GAN: 4.208 G_L1: 3.696 D_real: 0.009 D_fake: 0.059 +(epoch: 107, iters: 15904, time: 0.398, data: 0.017) G_GAN: 4.192 G_L1: 3.073 D_real: 0.007 D_fake: 0.059 +(epoch: 107, iters: 16004, time: 0.295, data: 0.017) G_GAN: 3.823 G_L1: 3.350 D_real: 0.073 D_fake: 0.081 +(epoch: 107, iters: 16104, time: 0.286, data: 0.018) G_GAN: 3.761 G_L1: 3.101 D_real: 0.036 D_fake: 0.096 +(epoch: 107, iters: 16204, time: 0.303, data: 0.019) G_GAN: 3.380 G_L1: 4.002 D_real: 0.019 D_fake: 0.143 +(epoch: 107, iters: 16304, time: 0.696, data: 0.019) G_GAN: 4.269 G_L1: 5.002 D_real: 0.032 D_fake: 0.114 +(epoch: 107, iters: 16404, time: 0.306, data: 0.019) G_GAN: 3.720 G_L1: 3.570 D_real: 0.130 D_fake: 0.066 +(epoch: 107, iters: 16504, time: 0.300, data: 0.020) G_GAN: 4.049 G_L1: 3.466 D_real: 0.218 D_fake: 0.111 +(epoch: 107, iters: 16604, time: 0.293, data: 0.020) G_GAN: 7.764 G_L1: 5.267 D_real: 0.002 D_fake: 0.011 +(epoch: 107, iters: 16704, time: 0.370, data: 0.022) G_GAN: 5.448 G_L1: 4.116 D_real: 0.000 D_fake: 0.017 +(epoch: 107, iters: 16804, time: 0.288, data: 0.017) G_GAN: 5.246 G_L1: 2.315 D_real: 0.014 D_fake: 0.068 +(epoch: 107, iters: 16904, time: 0.296, data: 0.019) G_GAN: 5.272 G_L1: 3.553 D_real: 0.837 D_fake: 0.008 +(epoch: 107, iters: 17004, time: 0.287, data: 0.019) G_GAN: 3.814 G_L1: 3.604 D_real: 0.136 D_fake: 0.153 +(epoch: 107, iters: 17104, time: 0.390, data: 0.019) G_GAN: 4.731 G_L1: 3.161 D_real: 0.564 D_fake: 0.050 +(epoch: 107, iters: 17204, time: 0.295, data: 0.019) G_GAN: 4.617 G_L1: 4.066 D_real: 0.009 D_fake: 0.076 +(epoch: 107, iters: 17304, time: 0.294, data: 0.019) G_GAN: 5.913 G_L1: 4.498 D_real: 0.169 D_fake: 0.058 +(epoch: 107, iters: 17404, time: 0.302, data: 0.018) G_GAN: 4.462 G_L1: 3.159 D_real: 0.085 D_fake: 0.066 +(epoch: 107, iters: 17504, time: 0.411, data: 0.019) G_GAN: 4.701 G_L1: 2.961 D_real: 0.062 D_fake: 0.054 +(epoch: 107, iters: 17604, time: 0.293, data: 0.018) G_GAN: 4.083 G_L1: 5.807 D_real: 0.009 D_fake: 0.127 +(epoch: 107, iters: 17704, time: 0.290, data: 0.018) G_GAN: 4.050 G_L1: 2.616 D_real: 0.229 D_fake: 0.036 +(epoch: 107, iters: 17804, time: 0.303, data: 0.020) G_GAN: 4.261 G_L1: 3.062 D_real: 0.051 D_fake: 0.035 +(epoch: 107, iters: 17904, time: 0.385, data: 0.019) G_GAN: 5.576 G_L1: 4.645 D_real: 0.000 D_fake: 0.012 +(epoch: 107, iters: 18004, time: 0.282, data: 0.020) G_GAN: 3.387 G_L1: 3.480 D_real: 0.087 D_fake: 0.107 +(epoch: 107, iters: 18104, time: 0.290, data: 0.016) G_GAN: 3.855 G_L1: 4.133 D_real: 0.242 D_fake: 0.070 +(epoch: 107, iters: 18204, time: 0.295, data: 0.021) G_GAN: 5.143 G_L1: 5.825 D_real: 0.052 D_fake: 0.018 +(epoch: 107, iters: 18304, time: 0.674, data: 0.019) G_GAN: 3.919 G_L1: 4.461 D_real: 0.004 D_fake: 0.065 +(epoch: 107, iters: 18404, time: 0.296, data: 0.020) G_GAN: 3.967 G_L1: 3.931 D_real: 0.013 D_fake: 0.145 +(epoch: 107, iters: 18504, time: 0.269, data: 0.020) G_GAN: 5.076 G_L1: 4.700 D_real: 0.060 D_fake: 0.116 +(epoch: 107, iters: 18604, time: 0.279, data: 0.017) G_GAN: 5.086 G_L1: 3.084 D_real: 0.003 D_fake: 0.107 +(epoch: 107, iters: 18704, time: 0.407, data: 0.016) G_GAN: 4.613 G_L1: 3.575 D_real: 0.003 D_fake: 0.055 +(epoch: 107, iters: 18804, time: 0.293, data: 0.018) G_GAN: 5.199 G_L1: 3.542 D_real: 0.073 D_fake: 0.034 +(epoch: 107, iters: 18904, time: 0.288, data: 0.017) G_GAN: 4.610 G_L1: 4.370 D_real: 0.022 D_fake: 0.047 +(epoch: 107, iters: 19004, time: 0.272, data: 0.018) G_GAN: 4.108 G_L1: 3.263 D_real: 0.023 D_fake: 0.049 +(epoch: 107, iters: 19104, time: 0.403, data: 0.015) G_GAN: 5.014 G_L1: 3.351 D_real: 0.128 D_fake: 0.061 +(epoch: 107, iters: 19204, time: 0.288, data: 0.016) G_GAN: 3.852 G_L1: 4.107 D_real: 0.086 D_fake: 0.102 +(epoch: 107, iters: 19304, time: 0.294, data: 0.018) G_GAN: 3.298 G_L1: 3.470 D_real: 0.037 D_fake: 0.214 +(epoch: 107, iters: 19404, time: 0.262, data: 0.017) G_GAN: 4.574 G_L1: 2.681 D_real: 0.189 D_fake: 0.046 +(epoch: 107, iters: 19504, time: 0.394, data: 0.017) G_GAN: 5.873 G_L1: 3.449 D_real: 0.021 D_fake: 0.011 +(epoch: 107, iters: 19604, time: 0.285, data: 0.018) G_GAN: 2.715 G_L1: 3.170 D_real: 0.018 D_fake: 0.496 +(epoch: 107, iters: 19704, time: 0.287, data: 0.017) G_GAN: 3.862 G_L1: 3.804 D_real: 0.242 D_fake: 0.061 +(epoch: 107, iters: 19804, time: 0.259, data: 0.017) G_GAN: 5.182 G_L1: 4.285 D_real: 0.003 D_fake: 0.025 +(epoch: 107, iters: 19904, time: 0.375, data: 0.015) G_GAN: 3.316 G_L1: 3.421 D_real: 0.211 D_fake: 0.105 +(epoch: 107, iters: 20004, time: 0.278, data: 0.014) G_GAN: 3.883 G_L1: 3.507 D_real: 0.037 D_fake: 0.065 +(epoch: 107, iters: 20104, time: 0.299, data: 0.017) G_GAN: 5.463 G_L1: 5.461 D_real: 0.215 D_fake: 0.020 +(epoch: 107, iters: 20204, time: 0.272, data: 0.019) G_GAN: 4.390 G_L1: 5.900 D_real: 0.246 D_fake: 0.058 +(epoch: 107, iters: 20304, time: 0.659, data: 0.017) G_GAN: 3.483 G_L1: 4.189 D_real: 0.016 D_fake: 0.173 +(epoch: 107, iters: 20404, time: 0.296, data: 0.019) G_GAN: 4.759 G_L1: 4.005 D_real: 0.000 D_fake: 0.037 +(epoch: 107, iters: 20504, time: 0.293, data: 0.018) G_GAN: 5.277 G_L1: 3.826 D_real: 0.019 D_fake: 0.050 +(epoch: 107, iters: 20604, time: 0.295, data: 0.018) G_GAN: 5.719 G_L1: 3.548 D_real: 0.053 D_fake: 0.021 +(epoch: 107, iters: 20704, time: 0.399, data: 0.019) G_GAN: 4.807 G_L1: 7.687 D_real: 0.009 D_fake: 0.133 +(epoch: 107, iters: 20804, time: 0.275, data: 0.017) G_GAN: 7.583 G_L1: 3.486 D_real: 0.001 D_fake: 0.008 +(epoch: 107, iters: 20904, time: 0.287, data: 0.017) G_GAN: 6.251 G_L1: 2.827 D_real: 0.049 D_fake: 0.016 +(epoch: 107, iters: 21004, time: 0.299, data: 0.018) G_GAN: 6.865 G_L1: 5.761 D_real: 0.005 D_fake: 0.005 +(epoch: 107, iters: 21104, time: 0.410, data: 0.018) G_GAN: 5.993 G_L1: 3.977 D_real: 0.072 D_fake: 0.019 +(epoch: 107, iters: 21204, time: 0.292, data: 0.019) G_GAN: 5.606 G_L1: 7.156 D_real: 0.005 D_fake: 0.026 +(epoch: 107, iters: 21304, time: 0.297, data: 0.018) G_GAN: 4.912 G_L1: 3.562 D_real: 0.120 D_fake: 0.022 +(epoch: 107, iters: 21404, time: 0.288, data: 0.020) G_GAN: 5.205 G_L1: 6.797 D_real: 0.225 D_fake: 0.022 +(epoch: 107, iters: 21504, time: 0.382, data: 0.018) G_GAN: 6.490 G_L1: 4.826 D_real: 0.006 D_fake: 0.044 +(epoch: 107, iters: 21604, time: 0.281, data: 0.016) G_GAN: 3.963 G_L1: 5.063 D_real: 0.167 D_fake: 0.067 +(epoch: 107, iters: 21704, time: 0.272, data: 0.017) G_GAN: 5.682 G_L1: 3.671 D_real: 0.075 D_fake: 0.047 +(epoch: 107, iters: 21804, time: 0.270, data: 0.014) G_GAN: 4.983 G_L1: 3.179 D_real: 0.008 D_fake: 0.044 +(epoch: 107, iters: 21904, time: 0.406, data: 0.015) G_GAN: 4.733 G_L1: 4.883 D_real: 0.063 D_fake: 0.039 +(epoch: 107, iters: 22004, time: 0.296, data: 0.019) G_GAN: 5.756 G_L1: 3.428 D_real: 0.001 D_fake: 0.043 +(epoch: 107, iters: 22104, time: 0.294, data: 0.019) G_GAN: 5.882 G_L1: 2.676 D_real: 0.027 D_fake: 0.016 +(epoch: 107, iters: 22204, time: 0.278, data: 0.018) G_GAN: 5.363 G_L1: 4.935 D_real: 0.013 D_fake: 0.019 +(epoch: 107, iters: 22304, time: 0.644, data: 0.016) G_GAN: 5.073 G_L1: 3.826 D_real: 0.009 D_fake: 0.028 +(epoch: 107, iters: 22404, time: 0.286, data: 0.016) G_GAN: 3.832 G_L1: 3.737 D_real: 0.009 D_fake: 0.124 +(epoch: 107, iters: 22504, time: 0.265, data: 0.019) G_GAN: 5.159 G_L1: 2.957 D_real: 0.003 D_fake: 0.125 +(epoch: 107, iters: 22604, time: 0.280, data: 0.014) G_GAN: 5.537 G_L1: 4.470 D_real: 0.044 D_fake: 0.040 +(epoch: 107, iters: 22704, time: 0.400, data: 0.017) G_GAN: 5.388 G_L1: 3.620 D_real: 0.005 D_fake: 0.035 +(epoch: 107, iters: 22804, time: 0.282, data: 0.016) G_GAN: 4.777 G_L1: 2.150 D_real: 0.008 D_fake: 0.029 +(epoch: 107, iters: 22904, time: 0.277, data: 0.017) G_GAN: 5.599 G_L1: 3.200 D_real: 0.017 D_fake: 0.051 +(epoch: 107, iters: 23004, time: 0.267, data: 0.017) G_GAN: 5.437 G_L1: 4.405 D_real: 0.082 D_fake: 0.030 +(epoch: 107, iters: 23104, time: 0.412, data: 0.014) G_GAN: 4.496 G_L1: 5.306 D_real: 0.041 D_fake: 0.181 +(epoch: 107, iters: 23204, time: 0.278, data: 0.017) G_GAN: 5.473 G_L1: 4.805 D_real: 0.030 D_fake: 0.012 +(epoch: 107, iters: 23304, time: 0.270, data: 0.017) G_GAN: 4.322 G_L1: 3.906 D_real: 0.199 D_fake: 0.032 +(epoch: 107, iters: 23404, time: 0.307, data: 0.018) G_GAN: 4.128 G_L1: 3.523 D_real: 0.281 D_fake: 0.028 +(epoch: 107, iters: 23504, time: 0.420, data: 0.020) G_GAN: 4.910 G_L1: 5.682 D_real: 0.005 D_fake: 0.031 +(epoch: 107, iters: 23604, time: 0.310, data: 0.020) G_GAN: 5.367 G_L1: 4.180 D_real: 0.006 D_fake: 0.017 +(epoch: 107, iters: 23704, time: 0.299, data: 0.021) G_GAN: 4.530 G_L1: 4.420 D_real: 0.569 D_fake: 0.042 +(epoch: 107, iters: 23804, time: 0.302, data: 0.022) G_GAN: 4.918 G_L1: 3.195 D_real: 0.070 D_fake: 0.045 +(epoch: 107, iters: 23904, time: 0.407, data: 0.019) G_GAN: 4.547 G_L1: 2.621 D_real: 0.006 D_fake: 0.118 +(epoch: 107, iters: 24004, time: 0.302, data: 0.020) G_GAN: 4.811 G_L1: 3.030 D_real: 0.005 D_fake: 0.157 +(epoch: 107, iters: 24104, time: 0.303, data: 0.021) G_GAN: 4.485 G_L1: 4.043 D_real: 0.290 D_fake: 0.036 +(epoch: 107, iters: 24204, time: 0.302, data: 0.019) G_GAN: 5.682 G_L1: 6.212 D_real: 0.056 D_fake: 0.032 +(epoch: 107, iters: 24304, time: 0.625, data: 0.019) G_GAN: 4.671 G_L1: 3.791 D_real: 0.049 D_fake: 0.048 +(epoch: 107, iters: 24404, time: 0.295, data: 0.019) G_GAN: 5.716 G_L1: 4.747 D_real: 0.039 D_fake: 0.026 +(epoch: 107, iters: 24504, time: 0.301, data: 0.020) G_GAN: 4.532 G_L1: 3.924 D_real: 0.044 D_fake: 0.033 +(epoch: 107, iters: 24604, time: 0.306, data: 0.020) G_GAN: 4.122 G_L1: 5.574 D_real: 0.019 D_fake: 0.124 +(epoch: 107, iters: 24704, time: 0.391, data: 0.022) G_GAN: 4.589 G_L1: 3.783 D_real: 0.049 D_fake: 0.057 +(epoch: 107, iters: 24804, time: 0.303, data: 0.018) G_GAN: 4.313 G_L1: 3.012 D_real: 0.052 D_fake: 0.098 +(epoch: 107, iters: 24904, time: 0.302, data: 0.021) G_GAN: 4.771 G_L1: 4.582 D_real: 0.007 D_fake: 0.046 +(epoch: 107, iters: 25004, time: 0.292, data: 0.020) G_GAN: 3.435 G_L1: 3.056 D_real: 0.061 D_fake: 0.482 +(epoch: 107, iters: 25104, time: 0.423, data: 0.019) G_GAN: 4.631 G_L1: 3.302 D_real: 0.042 D_fake: 0.049 +(epoch: 107, iters: 25204, time: 0.304, data: 0.020) G_GAN: 4.024 G_L1: 4.196 D_real: 0.064 D_fake: 0.138 +(epoch: 107, iters: 25304, time: 0.296, data: 0.020) G_GAN: 3.896 G_L1: 4.195 D_real: 0.046 D_fake: 0.082 +(epoch: 107, iters: 25404, time: 0.298, data: 0.020) G_GAN: 3.636 G_L1: 3.194 D_real: 0.073 D_fake: 0.092 +(epoch: 107, iters: 25504, time: 0.425, data: 0.021) G_GAN: 6.244 G_L1: 3.167 D_real: 0.073 D_fake: 0.024 +(epoch: 107, iters: 25604, time: 0.301, data: 0.021) G_GAN: 3.780 G_L1: 4.219 D_real: 0.249 D_fake: 0.045 +(epoch: 107, iters: 25704, time: 0.302, data: 0.028) G_GAN: 4.837 G_L1: 4.450 D_real: 0.029 D_fake: 0.027 +(epoch: 107, iters: 25804, time: 0.303, data: 0.020) G_GAN: 4.816 G_L1: 2.979 D_real: 0.089 D_fake: 0.055 +(epoch: 107, iters: 25904, time: 0.419, data: 0.020) G_GAN: 4.302 G_L1: 3.372 D_real: 0.166 D_fake: 0.031 +(epoch: 107, iters: 26004, time: 0.300, data: 0.021) G_GAN: 5.510 G_L1: 5.764 D_real: 0.080 D_fake: 0.019 +(epoch: 107, iters: 26104, time: 0.298, data: 0.020) G_GAN: 3.638 G_L1: 3.103 D_real: 0.275 D_fake: 0.056 +(epoch: 107, iters: 26204, time: 0.302, data: 0.019) G_GAN: 4.806 G_L1: 4.084 D_real: 0.026 D_fake: 0.084 +(epoch: 107, iters: 26304, time: 0.684, data: 0.021) G_GAN: 4.410 G_L1: 3.829 D_real: 0.005 D_fake: 0.113 +(epoch: 107, iters: 26404, time: 0.299, data: 0.021) G_GAN: 4.561 G_L1: 4.218 D_real: 0.044 D_fake: 0.038 +(epoch: 107, iters: 26504, time: 0.304, data: 0.020) G_GAN: 4.407 G_L1: 3.430 D_real: 0.067 D_fake: 0.069 +(epoch: 107, iters: 26604, time: 0.292, data: 0.024) G_GAN: 4.028 G_L1: 3.382 D_real: 0.117 D_fake: 0.063 +(epoch: 107, iters: 26704, time: 0.422, data: 0.019) G_GAN: 6.723 G_L1: 4.686 D_real: 0.207 D_fake: 0.004 +(epoch: 107, iters: 26804, time: 0.309, data: 0.022) G_GAN: 4.164 G_L1: 3.922 D_real: 0.008 D_fake: 0.262 +(epoch: 107, iters: 26904, time: 0.299, data: 0.020) G_GAN: 4.585 G_L1: 3.860 D_real: 0.025 D_fake: 0.075 +(epoch: 107, iters: 27004, time: 0.305, data: 0.020) G_GAN: 3.293 G_L1: 4.234 D_real: 0.110 D_fake: 0.175 +(epoch: 107, iters: 27104, time: 0.413, data: 0.020) G_GAN: 5.264 G_L1: 3.183 D_real: 0.029 D_fake: 0.071 +(epoch: 107, iters: 27204, time: 0.304, data: 0.019) G_GAN: 6.107 G_L1: 5.611 D_real: 0.017 D_fake: 0.061 +(epoch: 107, iters: 27304, time: 0.294, data: 0.021) G_GAN: 5.160 G_L1: 3.867 D_real: 0.000 D_fake: 0.039 +(epoch: 107, iters: 27404, time: 0.306, data: 0.019) G_GAN: 6.085 G_L1: 6.167 D_real: 0.022 D_fake: 0.020 +(epoch: 107, iters: 27504, time: 0.388, data: 0.020) G_GAN: 3.542 G_L1: 3.629 D_real: 0.020 D_fake: 0.074 +(epoch: 107, iters: 27604, time: 0.302, data: 0.021) G_GAN: 4.992 G_L1: 5.116 D_real: 0.008 D_fake: 0.040 +(epoch: 107, iters: 27704, time: 0.299, data: 0.019) G_GAN: 5.388 G_L1: 8.599 D_real: 0.068 D_fake: 0.105 +(epoch: 107, iters: 27804, time: 0.302, data: 0.020) G_GAN: 4.562 G_L1: 3.701 D_real: 0.065 D_fake: 0.043 +(epoch: 107, iters: 27904, time: 0.423, data: 0.020) G_GAN: 4.748 G_L1: 5.180 D_real: 0.004 D_fake: 0.047 +(epoch: 107, iters: 28004, time: 0.305, data: 0.019) G_GAN: 5.321 G_L1: 4.147 D_real: 0.088 D_fake: 0.017 +(epoch: 107, iters: 28104, time: 0.302, data: 0.020) G_GAN: 4.162 G_L1: 3.578 D_real: 0.177 D_fake: 0.071 +(epoch: 107, iters: 28204, time: 0.305, data: 0.021) G_GAN: 4.161 G_L1: 3.317 D_real: 0.122 D_fake: 0.040 +(epoch: 107, iters: 28304, time: 0.676, data: 0.020) G_GAN: 3.367 G_L1: 4.621 D_real: 0.021 D_fake: 0.092 +(epoch: 107, iters: 28404, time: 0.302, data: 0.021) G_GAN: 5.714 G_L1: 3.957 D_real: 0.264 D_fake: 0.011 +(epoch: 107, iters: 28504, time: 0.299, data: 0.020) G_GAN: 5.208 G_L1: 5.701 D_real: 0.024 D_fake: 0.047 +(epoch: 107, iters: 28604, time: 0.299, data: 0.021) G_GAN: 4.438 G_L1: 4.798 D_real: 0.017 D_fake: 0.127 +(epoch: 107, iters: 28704, time: 0.404, data: 0.020) G_GAN: 3.624 G_L1: 2.699 D_real: 0.105 D_fake: 0.122 +(epoch: 107, iters: 28804, time: 0.302, data: 0.019) G_GAN: 3.827 G_L1: 3.561 D_real: 0.004 D_fake: 0.078 +(epoch: 107, iters: 28904, time: 0.291, data: 0.023) G_GAN: 6.579 G_L1: 5.281 D_real: 0.115 D_fake: 0.006 +(epoch: 107, iters: 29004, time: 0.304, data: 0.018) G_GAN: 4.671 G_L1: 3.636 D_real: 0.019 D_fake: 0.180 +(epoch: 107, iters: 29104, time: 0.414, data: 0.019) G_GAN: 3.665 G_L1: 2.584 D_real: 0.049 D_fake: 0.163 +(epoch: 107, iters: 29204, time: 0.298, data: 0.019) G_GAN: 3.474 G_L1: 3.149 D_real: 0.305 D_fake: 0.075 +(epoch: 107, iters: 29304, time: 0.297, data: 0.021) G_GAN: 4.931 G_L1: 4.119 D_real: 0.077 D_fake: 0.048 +(epoch: 107, iters: 29404, time: 0.294, data: 0.019) G_GAN: 5.764 G_L1: 4.993 D_real: 0.313 D_fake: 0.010 +(epoch: 107, iters: 29504, time: 0.413, data: 0.018) G_GAN: 5.810 G_L1: 4.058 D_real: 0.040 D_fake: 0.012 +(epoch: 107, iters: 29604, time: 0.294, data: 0.018) G_GAN: 4.866 G_L1: 3.514 D_real: 0.328 D_fake: 0.024 +(epoch: 107, iters: 29704, time: 0.304, data: 0.018) G_GAN: 5.347 G_L1: 4.269 D_real: 0.167 D_fake: 0.016 +(epoch: 107, iters: 29804, time: 0.299, data: 0.021) G_GAN: 3.212 G_L1: 4.818 D_real: 0.001 D_fake: 0.277 +(epoch: 107, iters: 29904, time: 0.411, data: 0.020) G_GAN: 4.461 G_L1: 4.119 D_real: 0.062 D_fake: 0.040 +(epoch: 107, iters: 30004, time: 0.300, data: 0.020) G_GAN: 3.106 G_L1: 3.635 D_real: 0.104 D_fake: 0.149 +(epoch: 107, iters: 30104, time: 0.304, data: 0.020) G_GAN: 3.577 G_L1: 4.407 D_real: 0.201 D_fake: 0.157 +(epoch: 107, iters: 30204, time: 0.304, data: 0.019) G_GAN: 4.549 G_L1: 5.114 D_real: 0.033 D_fake: 0.064 +(epoch: 107, iters: 30304, time: 0.607, data: 0.020) G_GAN: 4.508 G_L1: 3.886 D_real: 0.201 D_fake: 0.117 +(epoch: 107, iters: 30404, time: 0.302, data: 0.020) G_GAN: 3.327 G_L1: 2.787 D_real: 0.144 D_fake: 0.188 +(epoch: 107, iters: 30504, time: 0.302, data: 0.020) G_GAN: 4.350 G_L1: 5.786 D_real: 0.009 D_fake: 0.109 +(epoch: 107, iters: 30604, time: 0.299, data: 0.020) G_GAN: 4.675 G_L1: 2.731 D_real: 0.223 D_fake: 0.144 +(epoch: 107, iters: 30704, time: 0.420, data: 0.019) G_GAN: 5.762 G_L1: 4.196 D_real: 0.013 D_fake: 0.009 +(epoch: 107, iters: 30804, time: 0.303, data: 0.020) G_GAN: 4.845 G_L1: 3.609 D_real: 0.020 D_fake: 0.068 +(epoch: 107, iters: 30904, time: 0.304, data: 0.019) G_GAN: 4.139 G_L1: 4.364 D_real: 0.012 D_fake: 0.075 +(epoch: 107, iters: 31004, time: 0.305, data: 0.020) G_GAN: 4.673 G_L1: 3.799 D_real: 0.006 D_fake: 0.055 +(epoch: 107, iters: 31104, time: 0.401, data: 0.019) G_GAN: 5.858 G_L1: 3.557 D_real: 0.151 D_fake: 0.011 +(epoch: 107, iters: 31204, time: 0.304, data: 0.020) G_GAN: 5.257 G_L1: 3.076 D_real: 0.194 D_fake: 0.042 +(epoch: 107, iters: 31304, time: 0.301, data: 0.019) G_GAN: 4.567 G_L1: 2.834 D_real: 0.200 D_fake: 0.035 +(epoch: 107, iters: 31404, time: 0.298, data: 0.019) G_GAN: 6.095 G_L1: 4.488 D_real: 0.238 D_fake: 0.013 +(epoch: 107, iters: 31504, time: 0.404, data: 0.020) G_GAN: 4.289 G_L1: 4.782 D_real: 0.001 D_fake: 0.053 +(epoch: 107, iters: 31604, time: 0.299, data: 0.018) G_GAN: 5.707 G_L1: 6.010 D_real: 0.072 D_fake: 0.151 +(epoch: 107, iters: 31704, time: 0.300, data: 0.019) G_GAN: 5.285 G_L1: 5.060 D_real: 0.021 D_fake: 0.017 +(epoch: 107, iters: 31804, time: 0.298, data: 0.019) G_GAN: 4.917 G_L1: 4.638 D_real: 0.008 D_fake: 0.055 +(epoch: 107, iters: 31904, time: 0.382, data: 0.020) G_GAN: 4.423 G_L1: 3.733 D_real: 0.047 D_fake: 0.091 +(epoch: 107, iters: 32004, time: 0.300, data: 0.019) G_GAN: 6.781 G_L1: 3.268 D_real: 0.018 D_fake: 0.007 +(epoch: 107, iters: 32104, time: 0.304, data: 0.021) G_GAN: 6.425 G_L1: 6.262 D_real: 0.000 D_fake: 0.011 +(epoch: 107, iters: 32204, time: 0.295, data: 0.019) G_GAN: 4.389 G_L1: 4.434 D_real: 0.074 D_fake: 0.077 +(epoch: 107, iters: 32304, time: 0.680, data: 0.019) G_GAN: 4.909 G_L1: 4.333 D_real: 0.041 D_fake: 0.041 +(epoch: 107, iters: 32404, time: 0.297, data: 0.020) G_GAN: 5.521 G_L1: 3.552 D_real: 0.105 D_fake: 0.027 +(epoch: 107, iters: 32504, time: 0.292, data: 0.020) G_GAN: 5.600 G_L1: 5.682 D_real: 0.027 D_fake: 0.041 +(epoch: 107, iters: 32604, time: 0.298, data: 0.023) G_GAN: 2.916 G_L1: 3.388 D_real: 0.159 D_fake: 0.257 +(epoch: 107, iters: 32704, time: 0.420, data: 0.018) G_GAN: 4.326 G_L1: 3.224 D_real: 0.028 D_fake: 0.071 +(epoch: 107, iters: 32804, time: 0.298, data: 0.019) G_GAN: 6.640 G_L1: 4.499 D_real: 0.116 D_fake: 0.007 +(epoch: 107, iters: 32904, time: 0.302, data: 0.019) G_GAN: 4.968 G_L1: 4.711 D_real: 0.128 D_fake: 0.024 +(epoch: 107, iters: 33004, time: 0.300, data: 0.023) G_GAN: 6.973 G_L1: 8.601 D_real: 0.001 D_fake: 0.004 +(epoch: 107, iters: 33104, time: 0.413, data: 0.019) G_GAN: 4.035 G_L1: 5.192 D_real: 0.008 D_fake: 0.088 +(epoch: 107, iters: 33204, time: 0.300, data: 0.019) G_GAN: 6.510 G_L1: 2.799 D_real: 0.087 D_fake: 0.012 +(epoch: 107, iters: 33304, time: 0.300, data: 0.020) G_GAN: 4.953 G_L1: 4.699 D_real: 0.084 D_fake: 0.021 +(epoch: 107, iters: 33404, time: 0.304, data: 0.019) G_GAN: 5.512 G_L1: 4.625 D_real: 0.043 D_fake: 0.011 +(epoch: 107, iters: 33504, time: 0.390, data: 0.020) G_GAN: 3.101 G_L1: 3.981 D_real: 0.188 D_fake: 0.096 +(epoch: 107, iters: 33604, time: 0.297, data: 0.019) G_GAN: 6.102 G_L1: 6.219 D_real: 0.017 D_fake: 0.055 +(epoch: 107, iters: 33704, time: 0.290, data: 0.020) G_GAN: 3.494 G_L1: 3.707 D_real: 0.007 D_fake: 0.179 +(epoch: 107, iters: 33804, time: 0.299, data: 0.018) G_GAN: 5.363 G_L1: 2.855 D_real: 0.019 D_fake: 0.074 +(epoch: 107, iters: 33904, time: 0.396, data: 0.020) G_GAN: 4.432 G_L1: 2.444 D_real: 0.163 D_fake: 0.029 +(epoch: 107, iters: 34004, time: 0.301, data: 0.019) G_GAN: 5.971 G_L1: 4.322 D_real: 0.013 D_fake: 0.013 +(epoch: 107, iters: 34104, time: 0.292, data: 0.021) G_GAN: 3.471 G_L1: 2.915 D_real: 0.005 D_fake: 0.146 +(epoch: 107, iters: 34204, time: 0.293, data: 0.018) G_GAN: 6.694 G_L1: 4.748 D_real: 0.059 D_fake: 0.041 +(epoch: 107, iters: 34304, time: 0.668, data: 0.019) G_GAN: 5.672 G_L1: 4.506 D_real: 0.068 D_fake: 0.046 +(epoch: 107, iters: 34404, time: 0.302, data: 0.019) G_GAN: 5.428 G_L1: 6.124 D_real: 0.026 D_fake: 0.025 +(epoch: 107, iters: 34504, time: 0.290, data: 0.019) G_GAN: 3.209 G_L1: 2.989 D_real: 0.129 D_fake: 0.151 +(epoch: 107, iters: 34604, time: 0.305, data: 0.020) G_GAN: 6.718 G_L1: 4.911 D_real: 0.160 D_fake: 0.024 +(epoch: 107, iters: 34704, time: 0.413, data: 0.019) G_GAN: 4.437 G_L1: 3.803 D_real: 0.013 D_fake: 0.066 +(epoch: 107, iters: 34804, time: 0.300, data: 0.019) G_GAN: 3.643 G_L1: 5.236 D_real: 0.011 D_fake: 0.230 +(epoch: 107, iters: 34904, time: 0.303, data: 0.020) G_GAN: 5.398 G_L1: 4.075 D_real: 0.019 D_fake: 0.051 +(epoch: 107, iters: 35004, time: 0.295, data: 0.020) G_GAN: 4.638 G_L1: 3.336 D_real: 0.118 D_fake: 0.110 +(epoch: 107, iters: 35104, time: 0.389, data: 0.020) G_GAN: 4.617 G_L1: 2.310 D_real: 0.020 D_fake: 0.100 +(epoch: 107, iters: 35204, time: 0.299, data: 0.019) G_GAN: 4.023 G_L1: 4.142 D_real: 0.001 D_fake: 0.077 +(epoch: 107, iters: 35304, time: 0.304, data: 0.021) G_GAN: 4.642 G_L1: 3.310 D_real: 0.050 D_fake: 0.036 +(epoch: 107, iters: 35404, time: 0.288, data: 0.020) G_GAN: 3.287 G_L1: 2.315 D_real: 0.198 D_fake: 0.094 +(epoch: 107, iters: 35504, time: 0.428, data: 0.021) G_GAN: 3.697 G_L1: 3.623 D_real: 0.216 D_fake: 0.155 +(epoch: 107, iters: 35604, time: 0.295, data: 0.021) G_GAN: 4.668 G_L1: 3.763 D_real: 0.094 D_fake: 0.056 +(epoch: 107, iters: 35704, time: 0.300, data: 0.019) G_GAN: 1.949 G_L1: 3.153 D_real: 0.156 D_fake: 0.325 +(epoch: 107, iters: 35804, time: 0.286, data: 0.020) G_GAN: 5.161 G_L1: 3.931 D_real: 0.179 D_fake: 0.018 +(epoch: 107, iters: 35904, time: 0.413, data: 0.018) G_GAN: 5.087 G_L1: 6.268 D_real: 0.045 D_fake: 0.029 +(epoch: 107, iters: 36004, time: 0.302, data: 0.018) G_GAN: 3.154 G_L1: 3.044 D_real: 0.380 D_fake: 0.085 +(epoch: 107, iters: 36104, time: 0.296, data: 0.020) G_GAN: 5.466 G_L1: 4.336 D_real: 0.030 D_fake: 0.053 +(epoch: 107, iters: 36204, time: 0.299, data: 0.022) G_GAN: 4.862 G_L1: 4.192 D_real: 0.001 D_fake: 0.029 +(epoch: 107, iters: 36304, time: 0.639, data: 0.020) G_GAN: 4.589 G_L1: 4.173 D_real: 0.071 D_fake: 0.051 +(epoch: 107, iters: 36404, time: 0.276, data: 0.020) G_GAN: 3.860 G_L1: 4.272 D_real: 0.012 D_fake: 0.064 +(epoch: 107, iters: 36504, time: 0.297, data: 0.017) G_GAN: 3.869 G_L1: 3.240 D_real: 0.208 D_fake: 0.148 +(epoch: 107, iters: 36604, time: 0.299, data: 0.018) G_GAN: 3.490 G_L1: 3.097 D_real: 0.050 D_fake: 0.368 +(epoch: 107, iters: 36704, time: 0.419, data: 0.020) G_GAN: 4.842 G_L1: 3.434 D_real: 0.017 D_fake: 0.029 +(epoch: 107, iters: 36804, time: 0.295, data: 0.020) G_GAN: 4.094 G_L1: 3.982 D_real: 0.058 D_fake: 0.331 +(epoch: 107, iters: 36904, time: 0.305, data: 0.018) G_GAN: 3.529 G_L1: 3.141 D_real: 0.030 D_fake: 0.173 +(epoch: 107, iters: 37004, time: 0.300, data: 0.019) G_GAN: 4.255 G_L1: 3.218 D_real: 0.037 D_fake: 0.032 +(epoch: 107, iters: 37104, time: 0.418, data: 0.022) G_GAN: 3.297 G_L1: 4.272 D_real: 0.028 D_fake: 0.242 +(epoch: 107, iters: 37204, time: 0.308, data: 0.019) G_GAN: 2.955 G_L1: 3.447 D_real: 0.054 D_fake: 0.229 +(epoch: 107, iters: 37304, time: 0.296, data: 0.020) G_GAN: 3.384 G_L1: 4.279 D_real: 0.015 D_fake: 0.101 +(epoch: 107, iters: 37404, time: 0.291, data: 0.020) G_GAN: 4.603 G_L1: 4.679 D_real: 0.021 D_fake: 0.030 +(epoch: 107, iters: 37504, time: 0.389, data: 0.019) G_GAN: 4.020 G_L1: 2.741 D_real: 0.020 D_fake: 0.067 +(epoch: 107, iters: 37604, time: 0.303, data: 0.023) G_GAN: 4.246 G_L1: 6.669 D_real: 0.142 D_fake: 0.063 +(epoch: 107, iters: 37704, time: 0.293, data: 0.019) G_GAN: 3.846 G_L1: 4.128 D_real: 0.266 D_fake: 0.062 +(epoch: 107, iters: 37804, time: 0.302, data: 0.019) G_GAN: 4.732 G_L1: 6.286 D_real: 0.022 D_fake: 0.150 +(epoch: 107, iters: 37904, time: 0.416, data: 0.020) G_GAN: 5.299 G_L1: 4.921 D_real: 0.086 D_fake: 0.034 +(epoch: 107, iters: 38004, time: 0.303, data: 0.019) G_GAN: 3.220 G_L1: 4.612 D_real: 0.100 D_fake: 0.158 +(epoch: 107, iters: 38104, time: 0.302, data: 0.022) G_GAN: 5.550 G_L1: 3.790 D_real: 0.159 D_fake: 0.058 +(epoch: 107, iters: 38204, time: 0.290, data: 0.019) G_GAN: 5.532 G_L1: 4.100 D_real: 0.294 D_fake: 0.028 +(epoch: 107, iters: 38304, time: 0.640, data: 0.019) G_GAN: 3.296 G_L1: 2.600 D_real: 0.024 D_fake: 0.164 +(epoch: 107, iters: 38404, time: 0.292, data: 0.021) G_GAN: 4.166 G_L1: 3.340 D_real: 0.005 D_fake: 0.067 +(epoch: 107, iters: 38504, time: 0.306, data: 0.019) G_GAN: 4.114 G_L1: 4.095 D_real: 0.009 D_fake: 0.161 +(epoch: 107, iters: 38604, time: 0.303, data: 0.020) G_GAN: 5.696 G_L1: 3.892 D_real: 0.492 D_fake: 0.034 +(epoch: 107, iters: 38704, time: 0.410, data: 0.020) G_GAN: 3.496 G_L1: 3.287 D_real: 0.083 D_fake: 0.168 +(epoch: 107, iters: 38804, time: 0.288, data: 0.021) G_GAN: 3.385 G_L1: 3.420 D_real: 0.010 D_fake: 0.155 +(epoch: 107, iters: 38904, time: 0.293, data: 0.019) G_GAN: 4.400 G_L1: 3.483 D_real: 0.107 D_fake: 0.074 +(epoch: 107, iters: 39004, time: 0.295, data: 0.019) G_GAN: 4.465 G_L1: 4.518 D_real: 0.002 D_fake: 0.060 +(epoch: 107, iters: 39104, time: 0.424, data: 0.022) G_GAN: 5.466 G_L1: 4.823 D_real: 0.008 D_fake: 0.040 +(epoch: 107, iters: 39204, time: 0.292, data: 0.019) G_GAN: 4.176 G_L1: 3.150 D_real: 0.005 D_fake: 0.067 +(epoch: 107, iters: 39304, time: 0.296, data: 0.020) G_GAN: 4.765 G_L1: 2.917 D_real: 0.015 D_fake: 0.054 +(epoch: 107, iters: 39404, time: 0.294, data: 0.021) G_GAN: 6.367 G_L1: 3.205 D_real: 0.002 D_fake: 0.058 +(epoch: 107, iters: 39504, time: 0.416, data: 0.019) G_GAN: 3.929 G_L1: 3.770 D_real: 0.241 D_fake: 0.054 +(epoch: 107, iters: 39604, time: 0.294, data: 0.020) G_GAN: 7.729 G_L1: 3.942 D_real: 0.016 D_fake: 0.019 +(epoch: 107, iters: 39704, time: 0.293, data: 0.019) G_GAN: 3.694 G_L1: 4.781 D_real: 0.720 D_fake: 0.089 +(epoch: 107, iters: 39804, time: 0.298, data: 0.019) G_GAN: 5.764 G_L1: 3.884 D_real: 0.103 D_fake: 0.022 +(epoch: 107, iters: 39904, time: 0.405, data: 0.019) G_GAN: 2.883 G_L1: 2.830 D_real: 0.032 D_fake: 0.695 +(epoch: 107, iters: 40004, time: 0.295, data: 0.019) G_GAN: 5.134 G_L1: 2.407 D_real: 0.009 D_fake: 0.049 +(epoch: 107, iters: 40104, time: 0.285, data: 0.022) G_GAN: 3.934 G_L1: 4.541 D_real: 0.002 D_fake: 0.107 +(epoch: 107, iters: 40204, time: 0.304, data: 0.018) G_GAN: 3.520 G_L1: 5.459 D_real: 1.443 D_fake: 0.084 +(epoch: 107, iters: 40304, time: 0.637, data: 0.019) G_GAN: 3.017 G_L1: 3.945 D_real: 0.057 D_fake: 0.532 +(epoch: 107, iters: 40404, time: 0.292, data: 0.020) G_GAN: 4.902 G_L1: 3.477 D_real: 0.121 D_fake: 0.018 +(epoch: 107, iters: 40504, time: 0.300, data: 0.019) G_GAN: 4.317 G_L1: 5.534 D_real: 0.041 D_fake: 0.057 +(epoch: 107, iters: 40604, time: 0.295, data: 0.020) G_GAN: 5.464 G_L1: 3.762 D_real: 0.024 D_fake: 0.019 +(epoch: 107, iters: 40704, time: 0.429, data: 0.019) G_GAN: 6.362 G_L1: 3.801 D_real: 0.026 D_fake: 0.009 +(epoch: 107, iters: 40804, time: 0.292, data: 0.020) G_GAN: 6.811 G_L1: 4.010 D_real: 0.149 D_fake: 0.009 +(epoch: 107, iters: 40904, time: 0.295, data: 0.018) G_GAN: 3.868 G_L1: 3.070 D_real: 0.055 D_fake: 0.063 +(epoch: 107, iters: 41004, time: 0.291, data: 0.021) G_GAN: 4.011 G_L1: 3.374 D_real: 0.108 D_fake: 0.269 +(epoch: 107, iters: 41104, time: 0.392, data: 0.019) G_GAN: 2.557 G_L1: 5.192 D_real: 0.216 D_fake: 0.274 +(epoch: 107, iters: 41204, time: 0.302, data: 0.021) G_GAN: 7.864 G_L1: 4.486 D_real: 0.282 D_fake: 0.003 +(epoch: 107, iters: 41304, time: 0.299, data: 0.018) G_GAN: 4.547 G_L1: 5.034 D_real: 0.471 D_fake: 0.027 +(epoch: 107, iters: 41404, time: 0.300, data: 0.020) G_GAN: 4.574 G_L1: 4.287 D_real: 0.007 D_fake: 0.110 +(epoch: 107, iters: 41504, time: 0.412, data: 0.020) G_GAN: 3.719 G_L1: 4.059 D_real: 0.123 D_fake: 0.079 +(epoch: 107, iters: 41604, time: 0.305, data: 0.018) G_GAN: 3.955 G_L1: 3.825 D_real: 0.032 D_fake: 0.095 +(epoch: 107, iters: 41704, time: 0.297, data: 0.020) G_GAN: 4.470 G_L1: 4.405 D_real: 0.061 D_fake: 0.110 +(epoch: 107, iters: 41804, time: 0.292, data: 0.019) G_GAN: 4.370 G_L1: 4.302 D_real: 0.541 D_fake: 0.102 +(epoch: 107, iters: 41904, time: 0.409, data: 0.019) G_GAN: 4.768 G_L1: 3.978 D_real: 0.002 D_fake: 0.035 +(epoch: 107, iters: 42004, time: 0.299, data: 0.020) G_GAN: 5.118 G_L1: 4.013 D_real: 0.023 D_fake: 0.022 +(epoch: 107, iters: 42104, time: 0.298, data: 0.020) G_GAN: 5.254 G_L1: 5.924 D_real: 0.034 D_fake: 0.028 +(epoch: 107, iters: 42204, time: 0.298, data: 0.019) G_GAN: 5.103 G_L1: 3.513 D_real: 0.030 D_fake: 0.020 +(epoch: 107, iters: 42304, time: 0.637, data: 0.019) G_GAN: 3.716 G_L1: 2.700 D_real: 0.036 D_fake: 0.350 +(epoch: 107, iters: 42404, time: 0.300, data: 0.022) G_GAN: 3.451 G_L1: 3.941 D_real: 0.021 D_fake: 0.118 +(epoch: 107, iters: 42504, time: 0.300, data: 0.020) G_GAN: 4.264 G_L1: 4.196 D_real: 0.045 D_fake: 0.069 +(epoch: 107, iters: 42604, time: 0.304, data: 0.020) G_GAN: 6.311 G_L1: 3.202 D_real: 0.044 D_fake: 0.013 +(epoch: 107, iters: 42704, time: 0.418, data: 0.019) G_GAN: 3.929 G_L1: 2.702 D_real: 0.010 D_fake: 0.067 +(epoch: 107, iters: 42804, time: 0.301, data: 0.019) G_GAN: 4.112 G_L1: 3.528 D_real: 0.040 D_fake: 0.060 +(epoch: 107, iters: 42904, time: 0.303, data: 0.019) G_GAN: 5.567 G_L1: 5.331 D_real: 0.002 D_fake: 0.033 +(epoch: 107, iters: 43004, time: 0.300, data: 0.019) G_GAN: 4.942 G_L1: 3.241 D_real: 0.005 D_fake: 0.212 +(epoch: 107, iters: 43104, time: 0.430, data: 0.020) G_GAN: 5.829 G_L1: 4.722 D_real: 0.001 D_fake: 0.027 +(epoch: 107, iters: 43204, time: 0.298, data: 0.026) G_GAN: 3.245 G_L1: 2.441 D_real: 0.345 D_fake: 0.144 +(epoch: 107, iters: 43304, time: 0.295, data: 0.019) G_GAN: 5.081 G_L1: 5.168 D_real: 0.008 D_fake: 0.092 +(epoch: 107, iters: 43404, time: 0.298, data: 0.020) G_GAN: 4.469 G_L1: 2.881 D_real: 0.004 D_fake: 0.085 +(epoch: 107, iters: 43504, time: 0.386, data: 0.019) G_GAN: 2.791 G_L1: 6.297 D_real: 0.324 D_fake: 0.198 +(epoch: 107, iters: 43604, time: 0.298, data: 0.020) G_GAN: 2.983 G_L1: 3.483 D_real: 0.097 D_fake: 0.190 +(epoch: 107, iters: 43704, time: 0.293, data: 0.020) G_GAN: 3.781 G_L1: 3.454 D_real: 0.066 D_fake: 0.067 +(epoch: 107, iters: 43804, time: 0.299, data: 0.020) G_GAN: 4.553 G_L1: 2.886 D_real: 0.881 D_fake: 0.023 +(epoch: 107, iters: 43904, time: 0.424, data: 0.019) G_GAN: 3.954 G_L1: 5.570 D_real: 0.171 D_fake: 0.050 +(epoch: 107, iters: 44004, time: 0.293, data: 0.019) G_GAN: 3.199 G_L1: 2.679 D_real: 0.331 D_fake: 0.125 +(epoch: 107, iters: 44104, time: 0.302, data: 0.020) G_GAN: 4.030 G_L1: 3.012 D_real: 0.142 D_fake: 0.047 +(epoch: 107, iters: 44204, time: 0.292, data: 0.022) G_GAN: 4.352 G_L1: 3.475 D_real: 0.055 D_fake: 0.068 +(epoch: 107, iters: 44304, time: 0.650, data: 0.019) G_GAN: 3.563 G_L1: 3.165 D_real: 0.031 D_fake: 0.263 +(epoch: 107, iters: 44404, time: 0.302, data: 0.020) G_GAN: 4.655 G_L1: 6.041 D_real: 0.001 D_fake: 0.088 +(epoch: 107, iters: 44504, time: 0.300, data: 0.020) G_GAN: 4.087 G_L1: 3.661 D_real: 0.037 D_fake: 0.039 +(epoch: 107, iters: 44604, time: 0.300, data: 0.020) G_GAN: 4.937 G_L1: 3.373 D_real: 0.031 D_fake: 0.054 +(epoch: 107, iters: 44704, time: 0.397, data: 0.020) G_GAN: 4.866 G_L1: 3.370 D_real: 0.230 D_fake: 0.020 +(epoch: 107, iters: 44804, time: 0.299, data: 0.020) G_GAN: 6.158 G_L1: 3.986 D_real: 0.011 D_fake: 0.025 +(epoch: 107, iters: 44904, time: 0.299, data: 0.020) G_GAN: 4.227 G_L1: 4.402 D_real: 0.157 D_fake: 0.115 +(epoch: 107, iters: 45004, time: 0.301, data: 0.021) G_GAN: 4.486 G_L1: 3.598 D_real: 0.072 D_fake: 0.037 +(epoch: 107, iters: 45104, time: 0.403, data: 0.021) G_GAN: 3.932 G_L1: 4.426 D_real: 0.068 D_fake: 0.077 +(epoch: 107, iters: 45204, time: 0.299, data: 0.019) G_GAN: 5.507 G_L1: 5.819 D_real: 0.071 D_fake: 0.051 +(epoch: 107, iters: 45304, time: 0.302, data: 0.020) G_GAN: 4.757 G_L1: 2.916 D_real: 0.035 D_fake: 0.067 +(epoch: 107, iters: 45404, time: 0.300, data: 0.019) G_GAN: 3.645 G_L1: 3.135 D_real: 0.062 D_fake: 0.076 +(epoch: 107, iters: 45504, time: 0.427, data: 0.020) G_GAN: 4.370 G_L1: 3.772 D_real: 0.095 D_fake: 0.057 +(epoch: 107, iters: 45604, time: 0.295, data: 0.021) G_GAN: 4.173 G_L1: 3.372 D_real: 0.014 D_fake: 0.048 +(epoch: 107, iters: 45704, time: 0.298, data: 0.018) G_GAN: 2.938 G_L1: 3.026 D_real: 0.315 D_fake: 0.140 +(epoch: 107, iters: 45804, time: 0.296, data: 0.018) G_GAN: 4.017 G_L1: 3.764 D_real: 0.015 D_fake: 0.085 +(epoch: 107, iters: 45904, time: 0.422, data: 0.019) G_GAN: 3.506 G_L1: 3.412 D_real: 0.205 D_fake: 0.077 +(epoch: 107, iters: 46004, time: 0.297, data: 0.020) G_GAN: 4.919 G_L1: 3.568 D_real: 0.019 D_fake: 0.026 +(epoch: 107, iters: 46104, time: 0.292, data: 0.020) G_GAN: 5.904 G_L1: 5.285 D_real: 0.018 D_fake: 0.012 +(epoch: 107, iters: 46204, time: 0.293, data: 0.020) G_GAN: 2.976 G_L1: 1.948 D_real: 0.025 D_fake: 0.250 +(epoch: 107, iters: 46304, time: 0.641, data: 0.019) G_GAN: 4.791 G_L1: 3.483 D_real: 0.159 D_fake: 0.047 +(epoch: 107, iters: 46404, time: 0.293, data: 0.020) G_GAN: 4.505 G_L1: 4.452 D_real: 0.013 D_fake: 0.069 +(epoch: 107, iters: 46504, time: 0.300, data: 0.019) G_GAN: 5.069 G_L1: 2.968 D_real: 0.020 D_fake: 0.023 +(epoch: 107, iters: 46604, time: 0.296, data: 0.019) G_GAN: 5.069 G_L1: 3.305 D_real: 0.022 D_fake: 0.020 +(epoch: 107, iters: 46704, time: 0.388, data: 0.021) G_GAN: 4.489 G_L1: 3.628 D_real: 0.162 D_fake: 0.071 +(epoch: 107, iters: 46804, time: 0.295, data: 0.020) G_GAN: 3.685 G_L1: 3.522 D_real: 0.486 D_fake: 0.085 +(epoch: 107, iters: 46904, time: 0.307, data: 0.020) G_GAN: 3.073 G_L1: 4.070 D_real: 0.006 D_fake: 0.314 +(epoch: 107, iters: 47004, time: 0.301, data: 0.021) G_GAN: 3.622 G_L1: 3.707 D_real: 0.008 D_fake: 0.083 +(epoch: 107, iters: 47104, time: 0.420, data: 0.020) G_GAN: 4.555 G_L1: 5.073 D_real: 0.018 D_fake: 0.074 +(epoch: 107, iters: 47204, time: 0.293, data: 0.019) G_GAN: 5.105 G_L1: 4.783 D_real: 0.001 D_fake: 0.022 +(epoch: 107, iters: 47304, time: 0.292, data: 0.017) G_GAN: 5.703 G_L1: 5.164 D_real: 0.336 D_fake: 0.009 +(epoch: 107, iters: 47404, time: 0.292, data: 0.020) G_GAN: 3.900 G_L1: 3.625 D_real: 0.020 D_fake: 0.100 +(epoch: 107, iters: 47504, time: 0.423, data: 0.018) G_GAN: 5.904 G_L1: 5.336 D_real: 0.003 D_fake: 0.019 +(epoch: 107, iters: 47604, time: 0.288, data: 0.019) G_GAN: 4.533 G_L1: 5.477 D_real: 0.032 D_fake: 0.032 +(epoch: 107, iters: 47704, time: 0.301, data: 0.019) G_GAN: 3.820 G_L1: 3.006 D_real: 0.006 D_fake: 0.109 +(epoch: 107, iters: 47804, time: 0.305, data: 0.020) G_GAN: 5.293 G_L1: 4.635 D_real: 0.187 D_fake: 0.063 +(epoch: 107, iters: 47904, time: 0.413, data: 0.018) G_GAN: 5.016 G_L1: 3.025 D_real: 0.029 D_fake: 0.028 +(epoch: 107, iters: 48004, time: 0.291, data: 0.019) G_GAN: 4.224 G_L1: 2.187 D_real: 0.006 D_fake: 0.091 +(epoch: 107, iters: 48104, time: 0.296, data: 0.018) G_GAN: 3.246 G_L1: 2.337 D_real: 0.171 D_fake: 0.214 +(epoch: 107, iters: 48204, time: 0.291, data: 0.019) G_GAN: 3.324 G_L1: 4.181 D_real: 0.057 D_fake: 0.196 +(epoch: 107, iters: 48304, time: 0.661, data: 0.019) G_GAN: 4.143 G_L1: 3.395 D_real: 0.471 D_fake: 0.047 +(epoch: 107, iters: 48404, time: 0.305, data: 0.020) G_GAN: 5.835 G_L1: 4.517 D_real: 0.116 D_fake: 0.032 +(epoch: 107, iters: 48504, time: 0.302, data: 0.019) G_GAN: 5.112 G_L1: 3.588 D_real: 0.312 D_fake: 0.017 +(epoch: 107, iters: 48604, time: 0.295, data: 0.020) G_GAN: 5.362 G_L1: 3.842 D_real: 0.166 D_fake: 0.031 +(epoch: 107, iters: 48704, time: 0.414, data: 0.018) G_GAN: 4.472 G_L1: 4.496 D_real: 0.131 D_fake: 0.050 +(epoch: 107, iters: 48804, time: 0.300, data: 0.019) G_GAN: 4.496 G_L1: 4.501 D_real: 0.070 D_fake: 0.138 +(epoch: 107, iters: 48904, time: 0.305, data: 0.019) G_GAN: 3.353 G_L1: 2.903 D_real: 0.032 D_fake: 0.165 +(epoch: 107, iters: 49004, time: 0.300, data: 0.020) G_GAN: 5.069 G_L1: 3.537 D_real: 0.364 D_fake: 0.015 +(epoch: 107, iters: 49104, time: 0.420, data: 0.018) G_GAN: 6.598 G_L1: 4.895 D_real: 0.194 D_fake: 0.009 +(epoch: 107, iters: 49204, time: 0.282, data: 0.018) G_GAN: 2.986 G_L1: 2.806 D_real: 0.146 D_fake: 0.152 +(epoch: 107, iters: 49304, time: 0.290, data: 0.020) G_GAN: 4.991 G_L1: 4.721 D_real: 0.010 D_fake: 0.036 +(epoch: 107, iters: 49404, time: 0.307, data: 0.018) G_GAN: 4.485 G_L1: 5.322 D_real: 0.170 D_fake: 0.403 +(epoch: 107, iters: 49504, time: 0.392, data: 0.018) G_GAN: 5.294 G_L1: 3.835 D_real: 0.018 D_fake: 0.029 +(epoch: 107, iters: 49604, time: 0.294, data: 0.020) G_GAN: 3.848 G_L1: 5.310 D_real: 0.051 D_fake: 0.075 +(epoch: 107, iters: 49704, time: 0.299, data: 0.019) G_GAN: 4.123 G_L1: 4.853 D_real: 0.074 D_fake: 0.198 +(epoch: 107, iters: 49804, time: 0.303, data: 0.020) G_GAN: 6.050 G_L1: 4.304 D_real: 0.058 D_fake: 0.017 +(epoch: 107, iters: 49904, time: 0.408, data: 0.019) G_GAN: 2.997 G_L1: 2.716 D_real: 0.327 D_fake: 0.089 +(epoch: 107, iters: 50004, time: 0.293, data: 0.021) G_GAN: 4.080 G_L1: 3.949 D_real: 0.003 D_fake: 0.085 +(epoch: 107, iters: 50104, time: 0.301, data: 0.020) G_GAN: 4.755 G_L1: 2.984 D_real: 0.062 D_fake: 0.023 +(epoch: 107, iters: 50204, time: 0.299, data: 0.019) G_GAN: 4.478 G_L1: 4.047 D_real: 0.054 D_fake: 0.041 +(epoch: 107, iters: 50304, time: 0.652, data: 0.020) G_GAN: 4.135 G_L1: 5.709 D_real: 0.064 D_fake: 0.143 +(epoch: 107, iters: 50404, time: 0.299, data: 0.019) G_GAN: 4.285 G_L1: 4.321 D_real: 0.016 D_fake: 0.051 +(epoch: 107, iters: 50504, time: 0.284, data: 0.020) G_GAN: 4.412 G_L1: 4.253 D_real: 0.024 D_fake: 0.065 +(epoch: 107, iters: 50604, time: 0.297, data: 0.018) G_GAN: 4.265 G_L1: 5.885 D_real: 0.211 D_fake: 0.043 +(epoch: 107, iters: 50704, time: 0.421, data: 0.019) G_GAN: 3.496 G_L1: 2.481 D_real: 0.436 D_fake: 0.106 +(epoch: 107, iters: 50804, time: 0.298, data: 0.019) G_GAN: 4.569 G_L1: 2.845 D_real: 0.051 D_fake: 0.112 +(epoch: 107, iters: 50904, time: 0.301, data: 0.019) G_GAN: 3.294 G_L1: 4.186 D_real: 0.025 D_fake: 0.175 +(epoch: 107, iters: 51004, time: 0.300, data: 0.021) G_GAN: 4.396 G_L1: 3.440 D_real: 0.027 D_fake: 0.070 +(epoch: 107, iters: 51104, time: 0.368, data: 0.020) G_GAN: 4.112 G_L1: 3.114 D_real: 0.088 D_fake: 0.114 +(epoch: 107, iters: 51204, time: 0.289, data: 0.019) G_GAN: 4.932 G_L1: 3.354 D_real: 0.038 D_fake: 0.021 +(epoch: 107, iters: 51304, time: 0.281, data: 0.019) G_GAN: 5.187 G_L1: 3.599 D_real: 0.025 D_fake: 0.029 +(epoch: 107, iters: 51404, time: 0.295, data: 0.017) G_GAN: 4.431 G_L1: 3.565 D_real: 0.228 D_fake: 0.030 +(epoch: 107, iters: 51504, time: 0.425, data: 0.018) G_GAN: 4.197 G_L1: 4.047 D_real: 0.019 D_fake: 0.065 +(epoch: 107, iters: 51604, time: 0.302, data: 0.020) G_GAN: 4.510 G_L1: 3.307 D_real: 0.009 D_fake: 0.212 +(epoch: 107, iters: 51704, time: 0.300, data: 0.023) G_GAN: 4.431 G_L1: 3.769 D_real: 0.020 D_fake: 0.045 +(epoch: 107, iters: 51804, time: 0.289, data: 0.020) G_GAN: 4.702 G_L1: 4.800 D_real: 0.100 D_fake: 0.046 +(epoch: 107, iters: 51904, time: 0.422, data: 0.017) G_GAN: 7.680 G_L1: 4.526 D_real: 0.000 D_fake: 0.005 +(epoch: 107, iters: 52004, time: 0.295, data: 0.020) G_GAN: 3.568 G_L1: 3.106 D_real: 0.119 D_fake: 0.100 +(epoch: 107, iters: 52104, time: 0.300, data: 0.018) G_GAN: 4.514 G_L1: 3.162 D_real: 0.014 D_fake: 0.046 +(epoch: 107, iters: 52204, time: 0.297, data: 0.020) G_GAN: 5.617 G_L1: 4.262 D_real: 0.063 D_fake: 0.038 +(epoch: 107, iters: 52304, time: 0.634, data: 0.018) G_GAN: 3.931 G_L1: 4.524 D_real: 0.205 D_fake: 0.069 +(epoch: 107, iters: 52404, time: 0.295, data: 0.020) G_GAN: 5.898 G_L1: 4.110 D_real: 0.006 D_fake: 0.012 +(epoch: 107, iters: 52504, time: 0.293, data: 0.019) G_GAN: 5.531 G_L1: 4.639 D_real: 0.168 D_fake: 0.051 +(epoch: 107, iters: 52604, time: 0.299, data: 0.019) G_GAN: 5.150 G_L1: 4.257 D_real: 0.006 D_fake: 0.026 +(epoch: 107, iters: 52704, time: 0.375, data: 0.022) G_GAN: 3.572 G_L1: 4.038 D_real: 0.050 D_fake: 0.097 +(epoch: 107, iters: 52804, time: 0.295, data: 0.018) G_GAN: 5.313 G_L1: 4.550 D_real: 0.032 D_fake: 0.060 +(epoch: 107, iters: 52904, time: 0.292, data: 0.019) G_GAN: 4.731 G_L1: 3.750 D_real: 0.010 D_fake: 0.068 +(epoch: 107, iters: 53004, time: 0.302, data: 0.019) G_GAN: 2.670 G_L1: 3.678 D_real: 0.121 D_fake: 0.274 +(epoch: 107, iters: 53104, time: 0.420, data: 0.020) G_GAN: 4.023 G_L1: 3.152 D_real: 0.011 D_fake: 0.109 +(epoch: 107, iters: 53204, time: 0.289, data: 0.019) G_GAN: 4.683 G_L1: 3.437 D_real: 0.095 D_fake: 0.030 +(epoch: 107, iters: 53304, time: 0.296, data: 0.018) G_GAN: 3.793 G_L1: 3.031 D_real: 0.231 D_fake: 0.069 +(epoch: 107, iters: 53404, time: 0.295, data: 0.019) G_GAN: 6.911 G_L1: 6.096 D_real: 0.036 D_fake: 0.035 +(epoch: 107, iters: 53504, time: 0.389, data: 0.019) G_GAN: 3.466 G_L1: 2.764 D_real: 0.176 D_fake: 0.107 +(epoch: 107, iters: 53604, time: 0.300, data: 0.019) G_GAN: 4.709 G_L1: 4.889 D_real: 0.002 D_fake: 0.031 +(epoch: 107, iters: 53704, time: 0.297, data: 0.019) G_GAN: 4.108 G_L1: 5.536 D_real: 0.014 D_fake: 0.054 +(epoch: 107, iters: 53804, time: 0.299, data: 0.019) G_GAN: 4.980 G_L1: 3.774 D_real: 0.081 D_fake: 0.035 +(epoch: 107, iters: 53904, time: 0.418, data: 0.019) G_GAN: 4.632 G_L1: 3.171 D_real: 0.115 D_fake: 0.044 +(epoch: 107, iters: 54004, time: 0.298, data: 0.020) G_GAN: 3.725 G_L1: 4.180 D_real: 0.009 D_fake: 0.084 +(epoch: 107, iters: 54104, time: 0.303, data: 0.018) G_GAN: 4.478 G_L1: 3.855 D_real: 0.028 D_fake: 0.136 +(epoch: 107, iters: 54204, time: 0.290, data: 0.019) G_GAN: 3.738 G_L1: 5.248 D_real: 0.107 D_fake: 0.199 +(epoch: 107, iters: 54304, time: 0.632, data: 0.017) G_GAN: 4.864 G_L1: 4.421 D_real: 0.003 D_fake: 0.058 +(epoch: 107, iters: 54404, time: 0.303, data: 0.019) G_GAN: 5.328 G_L1: 2.507 D_real: 0.146 D_fake: 0.085 +(epoch: 107, iters: 54504, time: 0.293, data: 0.020) G_GAN: 5.861 G_L1: 6.290 D_real: 0.003 D_fake: 0.021 +(epoch: 107, iters: 54604, time: 0.302, data: 0.018) G_GAN: 5.588 G_L1: 3.674 D_real: 0.007 D_fake: 0.020 +(epoch: 107, iters: 54704, time: 0.419, data: 0.020) G_GAN: 3.968 G_L1: 4.293 D_real: 0.318 D_fake: 0.072 +(epoch: 107, iters: 54804, time: 0.296, data: 0.018) G_GAN: 3.318 G_L1: 6.758 D_real: 0.056 D_fake: 0.205 +(epoch: 107, iters: 54904, time: 0.293, data: 0.019) G_GAN: 3.976 G_L1: 3.380 D_real: 0.343 D_fake: 0.071 +(epoch: 107, iters: 55004, time: 0.299, data: 0.020) G_GAN: 4.539 G_L1: 3.405 D_real: 0.145 D_fake: 0.064 +(epoch: 107, iters: 55104, time: 0.402, data: 0.020) G_GAN: 5.761 G_L1: 4.115 D_real: 0.006 D_fake: 0.014 +(epoch: 107, iters: 55204, time: 0.295, data: 0.018) G_GAN: 4.918 G_L1: 4.694 D_real: 0.026 D_fake: 0.056 +(epoch: 107, iters: 55304, time: 0.292, data: 0.018) G_GAN: 5.237 G_L1: 4.494 D_real: 0.026 D_fake: 0.042 +(epoch: 107, iters: 55404, time: 0.302, data: 0.019) G_GAN: 4.423 G_L1: 3.853 D_real: 0.077 D_fake: 0.039 +(epoch: 107, iters: 55504, time: 0.381, data: 0.018) G_GAN: 3.527 G_L1: 2.575 D_real: 0.138 D_fake: 0.139 +(epoch: 107, iters: 55604, time: 0.303, data: 0.018) G_GAN: 3.821 G_L1: 3.451 D_real: 0.135 D_fake: 0.059 +(epoch: 107, iters: 55704, time: 0.281, data: 0.021) G_GAN: 4.220 G_L1: 5.165 D_real: 0.153 D_fake: 0.111 +(epoch: 107, iters: 55804, time: 0.303, data: 0.018) G_GAN: 2.738 G_L1: 2.682 D_real: 0.919 D_fake: 0.499 +(epoch: 107, iters: 55904, time: 0.413, data: 0.020) G_GAN: 3.848 G_L1: 4.336 D_real: 0.008 D_fake: 0.142 +(epoch: 107, iters: 56004, time: 0.300, data: 0.020) G_GAN: 4.862 G_L1: 4.800 D_real: 0.065 D_fake: 0.123 +(epoch: 107, iters: 56104, time: 0.303, data: 0.020) G_GAN: 3.065 G_L1: 3.884 D_real: 0.215 D_fake: 0.135 +(epoch: 107, iters: 56204, time: 0.291, data: 0.019) G_GAN: 3.876 G_L1: 3.803 D_real: 0.034 D_fake: 0.124 +(epoch: 107, iters: 56304, time: 0.640, data: 0.018) G_GAN: 5.582 G_L1: 3.546 D_real: 0.012 D_fake: 0.016 +(epoch: 107, iters: 56404, time: 0.303, data: 0.019) G_GAN: 4.060 G_L1: 4.637 D_real: 0.001 D_fake: 0.329 +(epoch: 107, iters: 56504, time: 0.296, data: 0.020) G_GAN: 4.326 G_L1: 3.766 D_real: 0.014 D_fake: 0.046 +(epoch: 107, iters: 56604, time: 0.298, data: 0.021) G_GAN: 3.963 G_L1: 4.123 D_real: 0.058 D_fake: 0.155 +(epoch: 107, iters: 56704, time: 0.401, data: 0.019) G_GAN: 4.856 G_L1: 5.043 D_real: 0.163 D_fake: 0.094 +(epoch: 107, iters: 56804, time: 0.284, data: 0.019) G_GAN: 3.006 G_L1: 2.926 D_real: 0.158 D_fake: 0.246 +(epoch: 107, iters: 56904, time: 0.298, data: 0.017) G_GAN: 5.073 G_L1: 3.829 D_real: 0.202 D_fake: 0.073 +(epoch: 107, iters: 57004, time: 0.288, data: 0.020) G_GAN: 4.673 G_L1: 3.891 D_real: 0.004 D_fake: 0.053 +(epoch: 107, iters: 57104, time: 0.377, data: 0.020) G_GAN: 4.288 G_L1: 2.913 D_real: 0.198 D_fake: 0.048 +(epoch: 107, iters: 57204, time: 0.297, data: 0.018) G_GAN: 3.958 G_L1: 4.357 D_real: 0.027 D_fake: 0.346 +(epoch: 107, iters: 57304, time: 0.291, data: 0.019) G_GAN: 5.761 G_L1: 4.602 D_real: 0.048 D_fake: 0.087 +(epoch: 107, iters: 57404, time: 0.304, data: 0.029) G_GAN: 4.971 G_L1: 3.318 D_real: 0.016 D_fake: 0.034 +(epoch: 107, iters: 57504, time: 0.400, data: 0.019) G_GAN: 5.251 G_L1: 2.020 D_real: 0.121 D_fake: 0.071 +(epoch: 107, iters: 57604, time: 0.300, data: 0.028) G_GAN: 4.632 G_L1: 3.558 D_real: 0.191 D_fake: 0.048 +(epoch: 107, iters: 57704, time: 0.302, data: 0.021) G_GAN: 3.250 G_L1: 3.498 D_real: 0.157 D_fake: 0.178 +(epoch: 107, iters: 57804, time: 0.297, data: 0.022) G_GAN: 6.041 G_L1: 4.832 D_real: 0.291 D_fake: 0.040 +(epoch: 107, iters: 57904, time: 0.408, data: 0.019) G_GAN: 6.323 G_L1: 5.150 D_real: 0.002 D_fake: 0.029 +(epoch: 107, iters: 58004, time: 0.301, data: 0.019) G_GAN: 6.175 G_L1: 5.027 D_real: 0.000 D_fake: 0.008 +(epoch: 107, iters: 58104, time: 0.284, data: 0.019) G_GAN: 6.231 G_L1: 3.673 D_real: 0.067 D_fake: 0.015 +(epoch: 107, iters: 58204, time: 0.296, data: 0.018) G_GAN: 4.868 G_L1: 3.865 D_real: 0.138 D_fake: 0.207 +(epoch: 107, iters: 58304, time: 0.621, data: 0.018) G_GAN: 5.831 G_L1: 5.054 D_real: 0.004 D_fake: 0.032 +(epoch: 107, iters: 58404, time: 0.302, data: 0.020) G_GAN: 4.080 G_L1: 2.731 D_real: 0.113 D_fake: 0.055 +(epoch: 107, iters: 58504, time: 0.301, data: 0.020) G_GAN: 6.408 G_L1: 3.952 D_real: 0.002 D_fake: 0.011 +(epoch: 107, iters: 58604, time: 0.299, data: 0.020) G_GAN: 6.013 G_L1: 4.132 D_real: 0.012 D_fake: 0.011 +(epoch: 107, iters: 58704, time: 0.376, data: 0.019) G_GAN: 5.526 G_L1: 3.600 D_real: 0.524 D_fake: 0.012 +(epoch: 107, iters: 58804, time: 0.294, data: 0.018) G_GAN: 3.595 G_L1: 3.903 D_real: 0.830 D_fake: 0.069 +(epoch: 107, iters: 58904, time: 0.305, data: 0.020) G_GAN: 5.151 G_L1: 4.031 D_real: 0.084 D_fake: 0.073 +(epoch: 107, iters: 59004, time: 0.299, data: 0.020) G_GAN: 5.143 G_L1: 4.911 D_real: 0.011 D_fake: 0.792 +(epoch: 107, iters: 59104, time: 0.403, data: 0.019) G_GAN: 5.468 G_L1: 4.400 D_real: 0.005 D_fake: 0.023 +(epoch: 107, iters: 59204, time: 0.300, data: 0.018) G_GAN: 4.584 G_L1: 4.835 D_real: 0.112 D_fake: 0.056 +(epoch: 107, iters: 59304, time: 0.282, data: 0.020) G_GAN: 5.689 G_L1: 3.760 D_real: 0.186 D_fake: 0.038 +(epoch: 107, iters: 59404, time: 0.291, data: 0.020) G_GAN: 4.806 G_L1: 2.644 D_real: 0.043 D_fake: 0.547 +(epoch: 107, iters: 59504, time: 0.419, data: 0.020) G_GAN: 4.652 G_L1: 5.282 D_real: 0.016 D_fake: 0.040 +(epoch: 107, iters: 59604, time: 0.299, data: 0.019) G_GAN: 6.559 G_L1: 6.688 D_real: 0.102 D_fake: 0.009 +(epoch: 107, iters: 59704, time: 0.300, data: 0.019) G_GAN: 2.837 G_L1: 3.627 D_real: 0.027 D_fake: 0.377 +(epoch: 107, iters: 59804, time: 0.299, data: 0.020) G_GAN: 4.115 G_L1: 4.775 D_real: 0.055 D_fake: 0.330 +(epoch: 107, iters: 59904, time: 0.374, data: 0.017) G_GAN: 4.465 G_L1: 5.931 D_real: 0.293 D_fake: 0.103 +(epoch: 107, iters: 60004, time: 0.298, data: 0.019) G_GAN: 6.360 G_L1: 5.753 D_real: 0.178 D_fake: 0.014 +(epoch: 108, iters: 88, time: 0.288, data: 0.019) G_GAN: 4.075 G_L1: 3.923 D_real: 0.075 D_fake: 0.077 +(epoch: 108, iters: 188, time: 0.303, data: 0.019) G_GAN: 5.394 G_L1: 4.844 D_real: 0.031 D_fake: 0.015 +(epoch: 108, iters: 288, time: 0.634, data: 0.019) G_GAN: 4.656 G_L1: 3.664 D_real: 0.234 D_fake: 0.092 +(epoch: 108, iters: 388, time: 0.290, data: 0.019) G_GAN: 5.126 G_L1: 3.684 D_real: 0.007 D_fake: 0.023 +(epoch: 108, iters: 488, time: 0.303, data: 0.018) G_GAN: 4.666 G_L1: 5.079 D_real: 0.173 D_fake: 0.053 +(epoch: 108, iters: 588, time: 0.300, data: 0.021) G_GAN: 4.838 G_L1: 4.420 D_real: 0.000 D_fake: 0.061 +(epoch: 108, iters: 688, time: 0.424, data: 0.020) G_GAN: 4.081 G_L1: 4.819 D_real: 0.311 D_fake: 0.100 +(epoch: 108, iters: 788, time: 0.300, data: 0.021) G_GAN: 3.926 G_L1: 3.421 D_real: 0.014 D_fake: 0.186 +(epoch: 108, iters: 888, time: 0.302, data: 0.020) G_GAN: 5.171 G_L1: 6.086 D_real: 0.002 D_fake: 0.055 +(epoch: 108, iters: 988, time: 0.301, data: 0.021) G_GAN: 4.804 G_L1: 3.209 D_real: 0.158 D_fake: 0.031 +(epoch: 108, iters: 1088, time: 0.418, data: 0.022) G_GAN: 4.419 G_L1: 5.135 D_real: 0.045 D_fake: 0.064 +(epoch: 108, iters: 1188, time: 0.292, data: 0.019) G_GAN: 3.524 G_L1: 4.038 D_real: 0.163 D_fake: 0.068 +(epoch: 108, iters: 1288, time: 0.293, data: 0.020) G_GAN: 6.460 G_L1: 2.853 D_real: 0.015 D_fake: 0.046 +(epoch: 108, iters: 1388, time: 0.270, data: 0.020) G_GAN: 4.155 G_L1: 5.142 D_real: 0.075 D_fake: 0.098 +(epoch: 108, iters: 1488, time: 0.399, data: 0.020) G_GAN: 5.224 G_L1: 3.244 D_real: 0.108 D_fake: 0.016 +(epoch: 108, iters: 1588, time: 0.304, data: 0.022) G_GAN: 2.822 G_L1: 3.761 D_real: 0.134 D_fake: 0.387 +(epoch: 108, iters: 1688, time: 0.299, data: 0.020) G_GAN: 4.176 G_L1: 5.842 D_real: 0.006 D_fake: 0.139 +(epoch: 108, iters: 1788, time: 0.291, data: 0.019) G_GAN: 4.536 G_L1: 3.413 D_real: 0.344 D_fake: 0.044 +(epoch: 108, iters: 1888, time: 0.405, data: 0.019) G_GAN: 6.203 G_L1: 5.195 D_real: 0.010 D_fake: 0.019 +(epoch: 108, iters: 1988, time: 0.289, data: 0.019) G_GAN: 3.497 G_L1: 2.325 D_real: 0.101 D_fake: 0.094 +(epoch: 108, iters: 2088, time: 0.302, data: 0.019) G_GAN: 5.169 G_L1: 2.699 D_real: 0.035 D_fake: 0.021 +(epoch: 108, iters: 2188, time: 0.294, data: 0.022) G_GAN: 4.017 G_L1: 3.910 D_real: 0.001 D_fake: 0.145 +(epoch: 108, iters: 2288, time: 0.598, data: 0.019) G_GAN: 5.236 G_L1: 3.248 D_real: 0.027 D_fake: 0.021 +(epoch: 108, iters: 2388, time: 0.304, data: 0.020) G_GAN: 3.581 G_L1: 3.048 D_real: 0.200 D_fake: 0.067 +(epoch: 108, iters: 2488, time: 0.295, data: 0.020) G_GAN: 4.001 G_L1: 3.311 D_real: 0.394 D_fake: 0.072 +(epoch: 108, iters: 2588, time: 0.293, data: 0.019) G_GAN: 6.291 G_L1: 3.494 D_real: 0.099 D_fake: 0.009 +(epoch: 108, iters: 2688, time: 0.404, data: 0.019) G_GAN: 4.309 G_L1: 3.795 D_real: 0.047 D_fake: 0.195 +(epoch: 108, iters: 2788, time: 0.305, data: 0.019) G_GAN: 4.803 G_L1: 4.410 D_real: 0.002 D_fake: 0.055 +(epoch: 108, iters: 2888, time: 0.301, data: 0.021) G_GAN: 4.881 G_L1: 2.484 D_real: 0.021 D_fake: 0.066 +(epoch: 108, iters: 2988, time: 0.296, data: 0.021) G_GAN: 4.501 G_L1: 2.609 D_real: 0.388 D_fake: 0.067 +(epoch: 108, iters: 3088, time: 0.414, data: 0.019) G_GAN: 6.161 G_L1: 4.423 D_real: 0.031 D_fake: 0.009 +(epoch: 108, iters: 3188, time: 0.288, data: 0.018) G_GAN: 4.090 G_L1: 4.249 D_real: 0.257 D_fake: 0.172 +(epoch: 108, iters: 3288, time: 0.306, data: 0.018) G_GAN: 5.399 G_L1: 3.010 D_real: 0.000 D_fake: 0.018 +(epoch: 108, iters: 3388, time: 0.300, data: 0.020) G_GAN: 3.839 G_L1: 3.327 D_real: 0.096 D_fake: 0.067 +(epoch: 108, iters: 3488, time: 0.410, data: 0.021) G_GAN: 4.138 G_L1: 2.887 D_real: 0.057 D_fake: 0.057 +(epoch: 108, iters: 3588, time: 0.298, data: 0.020) G_GAN: 6.549 G_L1: 4.880 D_real: 0.015 D_fake: 0.011 +(epoch: 108, iters: 3688, time: 0.294, data: 0.019) G_GAN: 4.560 G_L1: 5.002 D_real: 0.018 D_fake: 0.045 +(epoch: 108, iters: 3788, time: 0.302, data: 0.018) G_GAN: 5.906 G_L1: 4.356 D_real: 0.001 D_fake: 0.018 +(epoch: 108, iters: 3888, time: 0.417, data: 0.018) G_GAN: 3.686 G_L1: 3.886 D_real: 0.108 D_fake: 0.081 +(epoch: 108, iters: 3988, time: 0.281, data: 0.023) G_GAN: 4.378 G_L1: 3.713 D_real: 0.055 D_fake: 0.058 +(epoch: 108, iters: 4088, time: 0.305, data: 0.016) G_GAN: 4.504 G_L1: 2.992 D_real: 0.207 D_fake: 0.055 +(epoch: 108, iters: 4188, time: 0.298, data: 0.020) G_GAN: 6.673 G_L1: 6.219 D_real: 0.010 D_fake: 0.009 +(epoch: 108, iters: 4288, time: 0.656, data: 0.019) G_GAN: 5.337 G_L1: 3.626 D_real: 0.016 D_fake: 0.021 +(epoch: 108, iters: 4388, time: 0.294, data: 0.018) G_GAN: 5.074 G_L1: 4.925 D_real: 0.075 D_fake: 0.410 +(epoch: 108, iters: 4488, time: 0.280, data: 0.020) G_GAN: 4.770 G_L1: 3.612 D_real: 0.318 D_fake: 0.054 +(epoch: 108, iters: 4588, time: 0.295, data: 0.018) G_GAN: 5.304 G_L1: 5.277 D_real: 0.706 D_fake: 0.059 +(epoch: 108, iters: 4688, time: 0.412, data: 0.018) G_GAN: 3.971 G_L1: 2.351 D_real: 0.140 D_fake: 0.050 +(epoch: 108, iters: 4788, time: 0.301, data: 0.018) G_GAN: 4.702 G_L1: 5.343 D_real: 0.147 D_fake: 0.056 +(epoch: 108, iters: 4888, time: 0.305, data: 0.021) G_GAN: 6.506 G_L1: 4.979 D_real: 0.000 D_fake: 0.015 +(epoch: 108, iters: 4988, time: 0.289, data: 0.018) G_GAN: 4.715 G_L1: 3.790 D_real: 0.197 D_fake: 0.107 +(epoch: 108, iters: 5088, time: 0.396, data: 0.018) G_GAN: 5.763 G_L1: 5.944 D_real: 0.142 D_fake: 0.010 +(epoch: 108, iters: 5188, time: 0.303, data: 0.018) G_GAN: 3.763 G_L1: 3.605 D_real: 0.200 D_fake: 0.149 +(epoch: 108, iters: 5288, time: 0.298, data: 0.019) G_GAN: 4.809 G_L1: 3.435 D_real: 0.309 D_fake: 0.478 +(epoch: 108, iters: 5388, time: 0.305, data: 0.018) G_GAN: 4.446 G_L1: 2.960 D_real: 0.108 D_fake: 0.140 +(epoch: 108, iters: 5488, time: 0.425, data: 0.018) G_GAN: 3.213 G_L1: 3.945 D_real: 0.037 D_fake: 0.153 +(epoch: 108, iters: 5588, time: 0.296, data: 0.017) G_GAN: 3.228 G_L1: 3.540 D_real: 0.195 D_fake: 0.163 +(epoch: 108, iters: 5688, time: 0.296, data: 0.018) G_GAN: 4.386 G_L1: 3.782 D_real: 0.037 D_fake: 0.040 +(epoch: 108, iters: 5788, time: 0.306, data: 0.018) G_GAN: 3.754 G_L1: 3.927 D_real: 0.045 D_fake: 0.216 +(epoch: 108, iters: 5888, time: 0.412, data: 0.018) G_GAN: 4.657 G_L1: 4.376 D_real: 0.089 D_fake: 0.034 +(epoch: 108, iters: 5988, time: 0.302, data: 0.017) G_GAN: 3.814 G_L1: 4.093 D_real: 0.022 D_fake: 0.065 +(epoch: 108, iters: 6088, time: 0.297, data: 0.027) G_GAN: 5.474 G_L1: 4.124 D_real: 0.070 D_fake: 0.029 +(epoch: 108, iters: 6188, time: 0.292, data: 0.018) G_GAN: 3.039 G_L1: 2.715 D_real: 0.641 D_fake: 0.378 +(epoch: 108, iters: 6288, time: 0.630, data: 0.018) G_GAN: 4.704 G_L1: 4.657 D_real: 0.026 D_fake: 0.045 +(epoch: 108, iters: 6388, time: 0.300, data: 0.020) G_GAN: 5.147 G_L1: 3.622 D_real: 0.182 D_fake: 0.015 +(epoch: 108, iters: 6488, time: 0.300, data: 0.020) G_GAN: 4.979 G_L1: 3.581 D_real: 0.002 D_fake: 0.034 +(epoch: 108, iters: 6588, time: 0.301, data: 0.019) G_GAN: 2.905 G_L1: 3.173 D_real: 0.609 D_fake: 0.140 +(epoch: 108, iters: 6688, time: 0.421, data: 0.018) G_GAN: 3.483 G_L1: 3.192 D_real: 0.197 D_fake: 0.076 +(epoch: 108, iters: 6788, time: 0.291, data: 0.018) G_GAN: 4.238 G_L1: 3.146 D_real: 0.743 D_fake: 0.075 +(epoch: 108, iters: 6888, time: 0.288, data: 0.018) G_GAN: 4.998 G_L1: 2.855 D_real: 0.163 D_fake: 0.040 +(epoch: 108, iters: 6988, time: 0.307, data: 0.017) G_GAN: 3.867 G_L1: 3.394 D_real: 0.217 D_fake: 0.067 +(epoch: 108, iters: 7088, time: 0.421, data: 0.019) G_GAN: 5.674 G_L1: 5.088 D_real: 0.066 D_fake: 0.017 +(epoch: 108, iters: 7188, time: 0.303, data: 0.018) G_GAN: 3.761 G_L1: 3.166 D_real: 0.090 D_fake: 0.085 +(epoch: 108, iters: 7288, time: 0.303, data: 0.019) G_GAN: 4.403 G_L1: 4.574 D_real: 0.082 D_fake: 0.051 +(epoch: 108, iters: 7388, time: 0.296, data: 0.020) G_GAN: 4.161 G_L1: 4.179 D_real: 0.135 D_fake: 1.193 +(epoch: 108, iters: 7488, time: 0.374, data: 0.019) G_GAN: 4.508 G_L1: 4.156 D_real: 0.052 D_fake: 0.164 +(epoch: 108, iters: 7588, time: 0.300, data: 0.017) G_GAN: 5.886 G_L1: 4.247 D_real: 0.002 D_fake: 0.018 +(epoch: 108, iters: 7688, time: 0.295, data: 0.021) G_GAN: 4.392 G_L1: 2.853 D_real: 0.068 D_fake: 0.048 +(epoch: 108, iters: 7788, time: 0.297, data: 0.019) G_GAN: 3.466 G_L1: 3.328 D_real: 0.291 D_fake: 0.175 +(epoch: 108, iters: 7888, time: 0.411, data: 0.018) G_GAN: 5.011 G_L1: 3.622 D_real: 0.018 D_fake: 0.026 +(epoch: 108, iters: 7988, time: 0.303, data: 0.020) G_GAN: 6.225 G_L1: 4.628 D_real: 0.372 D_fake: 0.033 +(epoch: 108, iters: 8088, time: 0.303, data: 0.019) G_GAN: 3.508 G_L1: 3.178 D_real: 0.004 D_fake: 0.150 +(epoch: 108, iters: 8188, time: 0.291, data: 0.018) G_GAN: 3.492 G_L1: 4.438 D_real: 0.038 D_fake: 0.235 +(epoch: 108, iters: 8288, time: 0.638, data: 0.019) G_GAN: 4.025 G_L1: 3.134 D_real: 0.043 D_fake: 0.077 +(epoch: 108, iters: 8388, time: 0.294, data: 0.019) G_GAN: 4.023 G_L1: 5.090 D_real: 0.034 D_fake: 0.090 +(epoch: 108, iters: 8488, time: 0.298, data: 0.018) G_GAN: 4.171 G_L1: 3.293 D_real: 0.030 D_fake: 0.043 +(epoch: 108, iters: 8588, time: 0.289, data: 0.017) G_GAN: 6.004 G_L1: 4.386 D_real: 0.005 D_fake: 0.019 +(epoch: 108, iters: 8688, time: 0.405, data: 0.017) G_GAN: 5.554 G_L1: 5.371 D_real: 0.000 D_fake: 0.021 +(epoch: 108, iters: 8788, time: 0.305, data: 0.018) G_GAN: 4.499 G_L1: 3.805 D_real: 0.080 D_fake: 0.058 +(epoch: 108, iters: 8888, time: 0.296, data: 0.023) G_GAN: 4.740 G_L1: 3.530 D_real: 0.095 D_fake: 0.045 +(epoch: 108, iters: 8988, time: 0.293, data: 0.019) G_GAN: 4.009 G_L1: 8.008 D_real: 0.064 D_fake: 0.110 +(epoch: 108, iters: 9088, time: 0.415, data: 0.018) G_GAN: 4.577 G_L1: 3.894 D_real: 0.007 D_fake: 0.028 +(epoch: 108, iters: 9188, time: 0.292, data: 0.021) G_GAN: 3.960 G_L1: 2.943 D_real: 0.002 D_fake: 0.088 +(epoch: 108, iters: 9288, time: 0.287, data: 0.019) G_GAN: 4.473 G_L1: 3.971 D_real: 0.087 D_fake: 0.045 +(epoch: 108, iters: 9388, time: 0.303, data: 0.019) G_GAN: 4.404 G_L1: 4.371 D_real: 0.004 D_fake: 0.057 +(epoch: 108, iters: 9488, time: 0.410, data: 0.019) G_GAN: 4.659 G_L1: 6.543 D_real: 0.173 D_fake: 0.101 +(epoch: 108, iters: 9588, time: 0.289, data: 0.020) G_GAN: 5.022 G_L1: 3.565 D_real: 0.031 D_fake: 0.021 +(epoch: 108, iters: 9688, time: 0.295, data: 0.018) G_GAN: 6.858 G_L1: 3.351 D_real: 0.111 D_fake: 0.054 +(epoch: 108, iters: 9788, time: 0.298, data: 0.019) G_GAN: 5.364 G_L1: 3.519 D_real: 0.020 D_fake: 0.024 +(epoch: 108, iters: 9888, time: 0.426, data: 0.020) G_GAN: 4.423 G_L1: 3.745 D_real: 0.076 D_fake: 0.122 +(epoch: 108, iters: 9988, time: 0.295, data: 0.021) G_GAN: 4.391 G_L1: 3.217 D_real: 0.016 D_fake: 0.070 +(epoch: 108, iters: 10088, time: 0.295, data: 0.019) G_GAN: 3.527 G_L1: 3.970 D_real: 0.031 D_fake: 0.182 +(epoch: 108, iters: 10188, time: 0.301, data: 0.018) G_GAN: 6.792 G_L1: 3.716 D_real: 0.000 D_fake: 0.006 +(epoch: 108, iters: 10288, time: 0.653, data: 0.020) G_GAN: 4.146 G_L1: 4.235 D_real: 0.091 D_fake: 0.086 +(epoch: 108, iters: 10388, time: 0.301, data: 0.018) G_GAN: 4.089 G_L1: 3.552 D_real: 0.003 D_fake: 0.083 +(epoch: 108, iters: 10488, time: 0.299, data: 0.020) G_GAN: 2.969 G_L1: 3.974 D_real: 0.027 D_fake: 0.163 +(epoch: 108, iters: 10588, time: 0.301, data: 0.019) G_GAN: 4.515 G_L1: 3.621 D_real: 0.188 D_fake: 0.062 +(epoch: 108, iters: 10688, time: 0.410, data: 0.021) G_GAN: 4.413 G_L1: 3.882 D_real: 0.809 D_fake: 0.017 +(epoch: 108, iters: 10788, time: 0.293, data: 0.018) G_GAN: 5.510 G_L1: 5.414 D_real: 0.152 D_fake: 0.056 +(epoch: 108, iters: 10888, time: 0.303, data: 0.018) G_GAN: 4.842 G_L1: 3.753 D_real: 0.162 D_fake: 0.034 +(epoch: 108, iters: 10988, time: 0.300, data: 0.021) G_GAN: 4.074 G_L1: 3.139 D_real: 0.128 D_fake: 0.091 +(epoch: 108, iters: 11088, time: 0.413, data: 0.022) G_GAN: 6.006 G_L1: 4.864 D_real: 0.007 D_fake: 0.020 +(epoch: 108, iters: 11188, time: 0.295, data: 0.019) G_GAN: 3.480 G_L1: 5.580 D_real: 0.694 D_fake: 0.083 +(epoch: 108, iters: 11288, time: 0.300, data: 0.021) G_GAN: 4.800 G_L1: 3.892 D_real: 0.013 D_fake: 0.039 +(epoch: 108, iters: 11388, time: 0.294, data: 0.021) G_GAN: 4.104 G_L1: 4.261 D_real: 0.071 D_fake: 0.105 +(epoch: 108, iters: 11488, time: 0.419, data: 0.021) G_GAN: 4.185 G_L1: 4.030 D_real: 0.003 D_fake: 0.068 +(epoch: 108, iters: 11588, time: 0.304, data: 0.019) G_GAN: 4.839 G_L1: 4.930 D_real: 0.122 D_fake: 0.024 +(epoch: 108, iters: 11688, time: 0.297, data: 0.020) G_GAN: 6.478 G_L1: 4.647 D_real: 0.039 D_fake: 0.014 +(epoch: 108, iters: 11788, time: 0.301, data: 0.020) G_GAN: 4.209 G_L1: 2.442 D_real: 0.146 D_fake: 0.068 +(epoch: 108, iters: 11888, time: 0.421, data: 0.020) G_GAN: 5.243 G_L1: 3.901 D_real: 0.146 D_fake: 0.019 +(epoch: 108, iters: 11988, time: 0.304, data: 0.021) G_GAN: 4.532 G_L1: 3.253 D_real: 0.044 D_fake: 0.241 +(epoch: 108, iters: 12088, time: 0.301, data: 0.021) G_GAN: 4.022 G_L1: 3.439 D_real: 0.012 D_fake: 0.119 +(epoch: 108, iters: 12188, time: 0.281, data: 0.019) G_GAN: 4.998 G_L1: 5.139 D_real: 0.131 D_fake: 0.035 +(epoch: 108, iters: 12288, time: 0.642, data: 0.017) G_GAN: 5.353 G_L1: 4.220 D_real: 0.043 D_fake: 0.111 +(epoch: 108, iters: 12388, time: 0.305, data: 0.019) G_GAN: 3.623 G_L1: 4.326 D_real: 0.006 D_fake: 0.145 +(epoch: 108, iters: 12488, time: 0.286, data: 0.019) G_GAN: 4.805 G_L1: 4.763 D_real: 0.033 D_fake: 0.055 +(epoch: 108, iters: 12588, time: 0.285, data: 0.018) G_GAN: 3.177 G_L1: 2.617 D_real: 0.007 D_fake: 0.159 +(epoch: 108, iters: 12688, time: 0.430, data: 0.019) G_GAN: 4.738 G_L1: 3.938 D_real: 0.000 D_fake: 0.042 +(epoch: 108, iters: 12788, time: 0.277, data: 0.019) G_GAN: 4.080 G_L1: 4.370 D_real: 0.007 D_fake: 0.116 +(epoch: 108, iters: 12888, time: 0.290, data: 0.016) G_GAN: 5.158 G_L1: 4.697 D_real: 0.114 D_fake: 0.030 +(epoch: 108, iters: 12988, time: 0.301, data: 0.017) G_GAN: 3.857 G_L1: 4.825 D_real: 0.366 D_fake: 0.121 +(epoch: 108, iters: 13088, time: 0.391, data: 0.019) G_GAN: 4.644 G_L1: 3.822 D_real: 0.106 D_fake: 0.026 +(epoch: 108, iters: 13188, time: 0.302, data: 0.019) G_GAN: 5.690 G_L1: 2.988 D_real: 0.078 D_fake: 0.012 +(epoch: 108, iters: 13288, time: 0.298, data: 0.019) G_GAN: 5.215 G_L1: 4.273 D_real: 0.001 D_fake: 0.064 +(epoch: 108, iters: 13388, time: 0.296, data: 0.020) G_GAN: 4.269 G_L1: 3.813 D_real: 0.119 D_fake: 0.046 +(epoch: 108, iters: 13488, time: 0.375, data: 0.017) G_GAN: 4.885 G_L1: 3.556 D_real: 0.009 D_fake: 0.033 +(epoch: 108, iters: 13588, time: 0.296, data: 0.019) G_GAN: 3.901 G_L1: 3.779 D_real: 0.022 D_fake: 0.082 +(epoch: 108, iters: 13688, time: 0.286, data: 0.019) G_GAN: 3.816 G_L1: 3.134 D_real: 0.038 D_fake: 0.068 +(epoch: 108, iters: 13788, time: 0.289, data: 0.018) G_GAN: 3.488 G_L1: 2.635 D_real: 0.301 D_fake: 0.065 +(epoch: 108, iters: 13888, time: 0.407, data: 0.017) G_GAN: 4.640 G_L1: 3.334 D_real: 0.008 D_fake: 0.043 +(epoch: 108, iters: 13988, time: 0.292, data: 0.015) G_GAN: 3.732 G_L1: 4.029 D_real: 0.149 D_fake: 0.085 +(epoch: 108, iters: 14088, time: 0.280, data: 0.017) G_GAN: 5.257 G_L1: 5.178 D_real: 0.036 D_fake: 0.037 +(epoch: 108, iters: 14188, time: 0.294, data: 0.015) G_GAN: 5.999 G_L1: 4.639 D_real: 0.026 D_fake: 0.148 +(epoch: 108, iters: 14288, time: 0.657, data: 0.022) G_GAN: 3.912 G_L1: 4.237 D_real: 0.468 D_fake: 0.036 +(epoch: 108, iters: 14388, time: 0.287, data: 0.017) G_GAN: 3.071 G_L1: 3.752 D_real: 0.016 D_fake: 0.160 +(epoch: 108, iters: 14488, time: 0.280, data: 0.018) G_GAN: 4.159 G_L1: 4.921 D_real: 0.024 D_fake: 0.064 +(epoch: 108, iters: 14588, time: 0.293, data: 0.018) G_GAN: 4.237 G_L1: 2.522 D_real: 0.090 D_fake: 0.040 +(epoch: 108, iters: 14688, time: 0.388, data: 0.019) G_GAN: 4.713 G_L1: 4.654 D_real: 0.008 D_fake: 0.043 +(epoch: 108, iters: 14788, time: 0.276, data: 0.017) G_GAN: 4.555 G_L1: 4.131 D_real: 0.326 D_fake: 0.165 +(epoch: 108, iters: 14888, time: 0.282, data: 0.018) G_GAN: 3.842 G_L1: 4.155 D_real: 0.085 D_fake: 0.086 +(epoch: 108, iters: 14988, time: 0.279, data: 0.018) G_GAN: 4.546 G_L1: 4.439 D_real: 0.037 D_fake: 0.039 +(epoch: 108, iters: 15088, time: 0.416, data: 0.016) G_GAN: 5.544 G_L1: 4.116 D_real: 0.081 D_fake: 0.019 +(epoch: 108, iters: 15188, time: 0.279, data: 0.018) G_GAN: 4.820 G_L1: 4.393 D_real: 0.158 D_fake: 0.056 +(epoch: 108, iters: 15288, time: 0.285, data: 0.017) G_GAN: 5.361 G_L1: 5.278 D_real: 0.001 D_fake: 0.044 +(epoch: 108, iters: 15388, time: 0.285, data: 0.017) G_GAN: 4.610 G_L1: 2.481 D_real: 0.097 D_fake: 0.032 +(epoch: 108, iters: 15488, time: 0.391, data: 0.018) G_GAN: 5.414 G_L1: 7.141 D_real: 0.107 D_fake: 0.039 +(epoch: 108, iters: 15588, time: 0.284, data: 0.016) G_GAN: 3.480 G_L1: 5.000 D_real: 0.070 D_fake: 0.164 +(epoch: 108, iters: 15688, time: 0.283, data: 0.017) G_GAN: 4.230 G_L1: 3.093 D_real: 0.254 D_fake: 0.147 +(epoch: 108, iters: 15788, time: 0.285, data: 0.018) G_GAN: 4.103 G_L1: 3.308 D_real: 0.047 D_fake: 0.087 +(epoch: 108, iters: 15888, time: 0.408, data: 0.017) G_GAN: 3.856 G_L1: 3.778 D_real: 0.068 D_fake: 0.109 +(epoch: 108, iters: 15988, time: 0.296, data: 0.017) G_GAN: 5.247 G_L1: 3.451 D_real: 0.108 D_fake: 0.046 +(epoch: 108, iters: 16088, time: 0.288, data: 0.019) G_GAN: 3.803 G_L1: 3.548 D_real: 0.080 D_fake: 0.081 +(epoch: 108, iters: 16188, time: 0.293, data: 0.020) G_GAN: 4.579 G_L1: 2.754 D_real: 0.045 D_fake: 0.082 +(epoch: 108, iters: 16288, time: 0.611, data: 0.018) G_GAN: 5.336 G_L1: 3.690 D_real: 0.030 D_fake: 0.043 +(epoch: 108, iters: 16388, time: 0.285, data: 0.015) G_GAN: 6.815 G_L1: 5.361 D_real: 0.000 D_fake: 0.007 +(epoch: 108, iters: 16488, time: 0.287, data: 0.018) G_GAN: 3.659 G_L1: 4.395 D_real: 0.061 D_fake: 0.109 +(epoch: 108, iters: 16588, time: 0.262, data: 0.019) G_GAN: 5.860 G_L1: 4.664 D_real: 0.049 D_fake: 0.052 +(epoch: 108, iters: 16688, time: 0.380, data: 0.018) G_GAN: 4.291 G_L1: 4.143 D_real: 0.042 D_fake: 0.086 +(epoch: 108, iters: 16788, time: 0.298, data: 0.019) G_GAN: 4.507 G_L1: 5.595 D_real: 0.057 D_fake: 0.047 +(epoch: 108, iters: 16888, time: 0.293, data: 0.020) G_GAN: 4.708 G_L1: 3.591 D_real: 0.125 D_fake: 0.025 +(epoch: 108, iters: 16988, time: 0.280, data: 0.030) G_GAN: 5.445 G_L1: 4.974 D_real: 0.066 D_fake: 0.048 +(epoch: 108, iters: 17088, time: 0.416, data: 0.019) G_GAN: 4.102 G_L1: 3.278 D_real: 0.236 D_fake: 0.044 +(epoch: 108, iters: 17188, time: 0.287, data: 0.020) G_GAN: 4.037 G_L1: 4.074 D_real: 0.440 D_fake: 0.041 +(epoch: 108, iters: 17288, time: 0.294, data: 0.018) G_GAN: 4.639 G_L1: 3.385 D_real: 0.056 D_fake: 0.085 +(epoch: 108, iters: 17388, time: 0.290, data: 0.019) G_GAN: 4.164 G_L1: 4.265 D_real: 0.055 D_fake: 0.089 +(epoch: 108, iters: 17488, time: 0.410, data: 0.018) G_GAN: 4.819 G_L1: 4.454 D_real: 0.289 D_fake: 0.040 +(epoch: 108, iters: 17588, time: 0.299, data: 0.017) G_GAN: 3.692 G_L1: 2.983 D_real: 0.008 D_fake: 0.158 +(epoch: 108, iters: 17688, time: 0.289, data: 0.018) G_GAN: 4.427 G_L1: 3.215 D_real: 0.010 D_fake: 0.053 +(epoch: 108, iters: 17788, time: 0.296, data: 0.017) G_GAN: 5.220 G_L1: 3.959 D_real: 0.087 D_fake: 0.043 +(epoch: 108, iters: 17888, time: 0.400, data: 0.018) G_GAN: 4.486 G_L1: 3.995 D_real: 0.030 D_fake: 0.043 +(epoch: 108, iters: 17988, time: 0.290, data: 0.018) G_GAN: 2.904 G_L1: 4.084 D_real: 0.036 D_fake: 0.153 +(epoch: 108, iters: 18088, time: 0.280, data: 0.018) G_GAN: 4.410 G_L1: 2.847 D_real: 0.084 D_fake: 0.071 +(epoch: 108, iters: 18188, time: 0.287, data: 0.016) G_GAN: 2.910 G_L1: 3.820 D_real: 0.025 D_fake: 0.452 +(epoch: 108, iters: 18288, time: 0.606, data: 0.018) G_GAN: 3.987 G_L1: 3.577 D_real: 0.149 D_fake: 0.055 +(epoch: 108, iters: 18388, time: 0.294, data: 0.018) G_GAN: 6.351 G_L1: 4.083 D_real: 0.034 D_fake: 0.016 +(epoch: 108, iters: 18488, time: 0.294, data: 0.020) G_GAN: 5.416 G_L1: 4.377 D_real: 0.034 D_fake: 0.098 +(epoch: 108, iters: 18588, time: 0.297, data: 0.018) G_GAN: 4.285 G_L1: 4.186 D_real: 0.023 D_fake: 0.060 +(epoch: 108, iters: 18688, time: 0.410, data: 0.018) G_GAN: 5.107 G_L1: 3.127 D_real: 0.167 D_fake: 0.058 +(epoch: 108, iters: 18788, time: 0.295, data: 0.021) G_GAN: 5.420 G_L1: 3.139 D_real: 0.032 D_fake: 0.039 +(epoch: 108, iters: 18888, time: 0.299, data: 0.020) G_GAN: 3.648 G_L1: 3.638 D_real: 0.034 D_fake: 0.297 +(epoch: 108, iters: 18988, time: 0.309, data: 0.020) G_GAN: 4.399 G_L1: 6.147 D_real: 0.001 D_fake: 0.544 +(epoch: 108, iters: 19088, time: 0.416, data: 0.021) G_GAN: 3.328 G_L1: 3.045 D_real: 0.825 D_fake: 0.084 +(epoch: 108, iters: 19188, time: 0.304, data: 0.021) G_GAN: 4.856 G_L1: 4.692 D_real: 0.031 D_fake: 0.036 +(epoch: 108, iters: 19288, time: 0.293, data: 0.020) G_GAN: 4.305 G_L1: 2.581 D_real: 0.293 D_fake: 0.294 +(epoch: 108, iters: 19388, time: 0.302, data: 0.021) G_GAN: 5.022 G_L1: 8.977 D_real: 0.005 D_fake: 0.090 +(epoch: 108, iters: 19488, time: 0.414, data: 0.021) G_GAN: 4.514 G_L1: 4.024 D_real: 0.081 D_fake: 0.056 +(epoch: 108, iters: 19588, time: 0.304, data: 0.020) G_GAN: 4.659 G_L1: 4.565 D_real: 0.068 D_fake: 0.084 +(epoch: 108, iters: 19688, time: 0.299, data: 0.021) G_GAN: 3.535 G_L1: 4.653 D_real: 0.224 D_fake: 0.161 +(epoch: 108, iters: 19788, time: 0.297, data: 0.018) G_GAN: 4.542 G_L1: 3.789 D_real: 0.495 D_fake: 0.037 +(epoch: 108, iters: 19888, time: 0.415, data: 0.020) G_GAN: 4.255 G_L1: 3.852 D_real: 0.037 D_fake: 0.112 +(epoch: 108, iters: 19988, time: 0.306, data: 0.021) G_GAN: 4.390 G_L1: 3.713 D_real: 0.148 D_fake: 0.070 +(epoch: 108, iters: 20088, time: 0.293, data: 0.020) G_GAN: 4.267 G_L1: 3.378 D_real: 0.083 D_fake: 0.045 +(epoch: 108, iters: 20188, time: 0.301, data: 0.018) G_GAN: 4.987 G_L1: 3.858 D_real: 0.090 D_fake: 0.018 +(epoch: 108, iters: 20288, time: 0.642, data: 0.022) G_GAN: 5.298 G_L1: 2.669 D_real: 0.057 D_fake: 0.018 +(epoch: 108, iters: 20388, time: 0.295, data: 0.019) G_GAN: 4.265 G_L1: 3.505 D_real: 0.468 D_fake: 0.037 +(epoch: 108, iters: 20488, time: 0.301, data: 0.019) G_GAN: 2.841 G_L1: 3.760 D_real: 0.269 D_fake: 0.127 +(epoch: 108, iters: 20588, time: 0.295, data: 0.019) G_GAN: 3.605 G_L1: 2.613 D_real: 0.088 D_fake: 0.095 +(epoch: 108, iters: 20688, time: 0.377, data: 0.019) G_GAN: 3.164 G_L1: 3.385 D_real: 0.091 D_fake: 0.216 +(epoch: 108, iters: 20788, time: 0.298, data: 0.022) G_GAN: 3.283 G_L1: 3.014 D_real: 0.000 D_fake: 0.124 +(epoch: 108, iters: 20888, time: 0.304, data: 0.022) G_GAN: 3.815 G_L1: 3.838 D_real: 0.045 D_fake: 0.077 +(epoch: 108, iters: 20988, time: 0.293, data: 0.020) G_GAN: 3.440 G_L1: 4.628 D_real: 0.026 D_fake: 0.149 +(epoch: 108, iters: 21088, time: 0.422, data: 0.018) G_GAN: 4.274 G_L1: 3.837 D_real: 0.551 D_fake: 0.071 +(epoch: 108, iters: 21188, time: 0.295, data: 0.021) G_GAN: 4.813 G_L1: 4.591 D_real: 0.012 D_fake: 0.135 +(epoch: 108, iters: 21288, time: 0.288, data: 0.019) G_GAN: 3.859 G_L1: 4.060 D_real: 0.307 D_fake: 0.071 +(epoch: 108, iters: 21388, time: 0.294, data: 0.019) G_GAN: 5.790 G_L1: 5.627 D_real: 0.003 D_fake: 0.029 +(epoch: 108, iters: 21488, time: 0.420, data: 0.019) G_GAN: 4.638 G_L1: 3.412 D_real: 0.151 D_fake: 0.078 +(epoch: 108, iters: 21588, time: 0.298, data: 0.022) G_GAN: 6.477 G_L1: 3.750 D_real: 0.125 D_fake: 0.010 +(epoch: 108, iters: 21688, time: 0.299, data: 0.021) G_GAN: 6.126 G_L1: 4.167 D_real: 0.061 D_fake: 0.035 +(epoch: 108, iters: 21788, time: 0.293, data: 0.021) G_GAN: 4.132 G_L1: 3.197 D_real: 0.034 D_fake: 0.138 +(epoch: 108, iters: 21888, time: 0.403, data: 0.019) G_GAN: 4.135 G_L1: 3.361 D_real: 0.039 D_fake: 0.071 +(epoch: 108, iters: 21988, time: 0.292, data: 0.018) G_GAN: 4.552 G_L1: 3.044 D_real: 0.556 D_fake: 0.017 +(epoch: 108, iters: 22088, time: 0.296, data: 0.020) G_GAN: 4.571 G_L1: 3.269 D_real: 0.457 D_fake: 0.039 +(epoch: 108, iters: 22188, time: 0.304, data: 0.019) G_GAN: 4.558 G_L1: 4.748 D_real: 0.175 D_fake: 0.148 +(epoch: 108, iters: 22288, time: 0.628, data: 0.019) G_GAN: 4.364 G_L1: 3.690 D_real: 0.062 D_fake: 0.061 +(epoch: 108, iters: 22388, time: 0.305, data: 0.019) G_GAN: 5.062 G_L1: 3.058 D_real: 0.318 D_fake: 0.118 +(epoch: 108, iters: 22488, time: 0.296, data: 0.019) G_GAN: 3.024 G_L1: 1.805 D_real: 0.600 D_fake: 0.236 +(epoch: 108, iters: 22588, time: 0.296, data: 0.021) G_GAN: 4.660 G_L1: 4.650 D_real: 0.000 D_fake: 0.033 +(epoch: 108, iters: 22688, time: 0.409, data: 0.020) G_GAN: 3.748 G_L1: 3.010 D_real: 0.023 D_fake: 0.342 +(epoch: 108, iters: 22788, time: 0.295, data: 0.018) G_GAN: 3.467 G_L1: 3.931 D_real: 0.120 D_fake: 0.266 +(epoch: 108, iters: 22888, time: 0.307, data: 0.021) G_GAN: 2.850 G_L1: 4.115 D_real: 0.156 D_fake: 0.940 +(epoch: 108, iters: 22988, time: 0.304, data: 0.019) G_GAN: 3.165 G_L1: 3.360 D_real: 0.045 D_fake: 0.203 +(epoch: 108, iters: 23088, time: 0.417, data: 0.021) G_GAN: 3.089 G_L1: 2.031 D_real: 0.143 D_fake: 0.099 +(epoch: 108, iters: 23188, time: 0.304, data: 0.020) G_GAN: 5.051 G_L1: 3.687 D_real: 0.016 D_fake: 0.468 +(epoch: 108, iters: 23288, time: 0.305, data: 0.020) G_GAN: 3.593 G_L1: 3.130 D_real: 0.008 D_fake: 0.141 +(epoch: 108, iters: 23388, time: 0.290, data: 0.020) G_GAN: 7.209 G_L1: 4.127 D_real: 0.556 D_fake: 0.021 +(epoch: 108, iters: 23488, time: 0.390, data: 0.019) G_GAN: 5.151 G_L1: 2.909 D_real: 0.019 D_fake: 0.053 +(epoch: 108, iters: 23588, time: 0.292, data: 0.019) G_GAN: 4.343 G_L1: 4.017 D_real: 0.007 D_fake: 0.106 +(epoch: 108, iters: 23688, time: 0.293, data: 0.018) G_GAN: 3.158 G_L1: 2.115 D_real: 0.764 D_fake: 0.067 +(epoch: 108, iters: 23788, time: 0.295, data: 0.018) G_GAN: 3.478 G_L1: 2.891 D_real: 0.091 D_fake: 0.118 +(epoch: 108, iters: 23888, time: 0.403, data: 0.023) G_GAN: 3.545 G_L1: 2.864 D_real: 0.377 D_fake: 0.088 +(epoch: 108, iters: 23988, time: 0.297, data: 0.017) G_GAN: 3.132 G_L1: 3.357 D_real: 0.080 D_fake: 0.167 +(epoch: 108, iters: 24088, time: 0.292, data: 0.019) G_GAN: 3.485 G_L1: 3.169 D_real: 0.092 D_fake: 0.167 +(epoch: 108, iters: 24188, time: 0.280, data: 0.018) G_GAN: 4.250 G_L1: 3.036 D_real: 0.181 D_fake: 0.134 +(epoch: 108, iters: 24288, time: 0.617, data: 0.016) G_GAN: 2.623 G_L1: 3.625 D_real: 0.258 D_fake: 0.304 +(epoch: 108, iters: 24388, time: 0.289, data: 0.017) G_GAN: 3.213 G_L1: 4.722 D_real: 0.006 D_fake: 0.223 +(epoch: 108, iters: 24488, time: 0.256, data: 0.016) G_GAN: 3.583 G_L1: 3.741 D_real: 0.061 D_fake: 0.241 +(epoch: 108, iters: 24588, time: 0.286, data: 0.015) G_GAN: 3.812 G_L1: 4.370 D_real: 0.076 D_fake: 0.138 +(epoch: 108, iters: 24688, time: 0.398, data: 0.017) G_GAN: 4.735 G_L1: 5.649 D_real: 0.089 D_fake: 0.067 +(epoch: 108, iters: 24788, time: 0.286, data: 0.016) G_GAN: 7.598 G_L1: 4.151 D_real: 0.027 D_fake: 0.006 +(epoch: 108, iters: 24888, time: 0.286, data: 0.016) G_GAN: 3.936 G_L1: 3.989 D_real: 0.479 D_fake: 0.039 +(epoch: 108, iters: 24988, time: 0.295, data: 0.018) G_GAN: 4.511 G_L1: 5.469 D_real: 0.043 D_fake: 0.113 +(epoch: 108, iters: 25088, time: 0.411, data: 0.017) G_GAN: 5.739 G_L1: 4.569 D_real: 0.326 D_fake: 0.012 +(epoch: 108, iters: 25188, time: 0.299, data: 0.018) G_GAN: 4.207 G_L1: 4.011 D_real: 0.178 D_fake: 0.062 +(epoch: 108, iters: 25288, time: 0.287, data: 0.020) G_GAN: 5.079 G_L1: 4.904 D_real: 0.032 D_fake: 0.059 +(epoch: 108, iters: 25388, time: 0.286, data: 0.017) G_GAN: 3.982 G_L1: 3.386 D_real: 0.179 D_fake: 0.054 +(epoch: 108, iters: 25488, time: 0.394, data: 0.019) G_GAN: 4.265 G_L1: 3.554 D_real: 0.000 D_fake: 0.164 +(epoch: 108, iters: 25588, time: 0.295, data: 0.018) G_GAN: 3.642 G_L1: 2.583 D_real: 0.318 D_fake: 0.069 +(epoch: 108, iters: 25688, time: 0.291, data: 0.019) G_GAN: 3.235 G_L1: 2.930 D_real: 0.263 D_fake: 0.219 +(epoch: 108, iters: 25788, time: 0.294, data: 0.018) G_GAN: 5.061 G_L1: 3.950 D_real: 0.067 D_fake: 0.016 +(epoch: 108, iters: 25888, time: 0.399, data: 0.019) G_GAN: 3.475 G_L1: 3.291 D_real: 0.581 D_fake: 0.111 +(epoch: 108, iters: 25988, time: 0.286, data: 0.021) G_GAN: 3.299 G_L1: 8.826 D_real: 0.030 D_fake: 0.168 +(epoch: 108, iters: 26088, time: 0.291, data: 0.018) G_GAN: 4.410 G_L1: 3.431 D_real: 0.235 D_fake: 0.034 +(epoch: 108, iters: 26188, time: 0.291, data: 0.021) G_GAN: 5.040 G_L1: 3.689 D_real: 0.043 D_fake: 0.026 +(epoch: 108, iters: 26288, time: 0.601, data: 0.019) G_GAN: 3.823 G_L1: 2.371 D_real: 0.588 D_fake: 0.072 +(epoch: 108, iters: 26388, time: 0.293, data: 0.019) G_GAN: 3.384 G_L1: 3.974 D_real: 1.190 D_fake: 0.047 +(epoch: 108, iters: 26488, time: 0.286, data: 0.017) G_GAN: 4.862 G_L1: 3.577 D_real: 0.172 D_fake: 0.020 +(epoch: 108, iters: 26588, time: 0.296, data: 0.017) G_GAN: 3.679 G_L1: 3.081 D_real: 0.155 D_fake: 0.055 +(epoch: 108, iters: 26688, time: 0.408, data: 0.018) G_GAN: 4.457 G_L1: 4.635 D_real: 0.001 D_fake: 0.046 +(epoch: 108, iters: 26788, time: 0.281, data: 0.018) G_GAN: 3.620 G_L1: 3.434 D_real: 0.061 D_fake: 0.177 +(epoch: 108, iters: 26888, time: 0.296, data: 0.017) G_GAN: 4.968 G_L1: 3.993 D_real: 0.686 D_fake: 0.039 +(epoch: 108, iters: 26988, time: 0.293, data: 0.020) G_GAN: 4.642 G_L1: 5.430 D_real: 0.018 D_fake: 0.044 +(epoch: 108, iters: 27088, time: 0.378, data: 0.019) G_GAN: 4.128 G_L1: 2.348 D_real: 0.023 D_fake: 0.370 +(epoch: 108, iters: 27188, time: 0.295, data: 0.019) G_GAN: 4.640 G_L1: 3.557 D_real: 0.030 D_fake: 0.250 +(epoch: 108, iters: 27288, time: 0.294, data: 0.019) G_GAN: 3.705 G_L1: 3.639 D_real: 0.022 D_fake: 0.128 +(epoch: 108, iters: 27388, time: 0.292, data: 0.019) G_GAN: 4.328 G_L1: 4.605 D_real: 0.041 D_fake: 0.076 +(epoch: 108, iters: 27488, time: 0.411, data: 0.021) G_GAN: 3.866 G_L1: 5.601 D_real: 0.118 D_fake: 0.066 +(epoch: 108, iters: 27588, time: 0.290, data: 0.017) G_GAN: 4.666 G_L1: 2.086 D_real: 0.029 D_fake: 0.262 +(epoch: 108, iters: 27688, time: 0.294, data: 0.020) G_GAN: 4.082 G_L1: 3.988 D_real: 0.020 D_fake: 0.204 +(epoch: 108, iters: 27788, time: 0.298, data: 0.019) G_GAN: 4.096 G_L1: 3.500 D_real: 0.023 D_fake: 0.085 +(epoch: 108, iters: 27888, time: 0.411, data: 0.018) G_GAN: 4.010 G_L1: 2.775 D_real: 0.226 D_fake: 0.043 +(epoch: 108, iters: 27988, time: 0.291, data: 0.019) G_GAN: 3.831 G_L1: 2.775 D_real: 0.336 D_fake: 0.056 +(epoch: 108, iters: 28088, time: 0.284, data: 0.022) G_GAN: 5.239 G_L1: 3.426 D_real: 0.021 D_fake: 0.049 +(epoch: 108, iters: 28188, time: 0.278, data: 0.018) G_GAN: 4.133 G_L1: 2.482 D_real: 0.286 D_fake: 0.075 +(epoch: 108, iters: 28288, time: 0.639, data: 0.019) G_GAN: 4.311 G_L1: 4.124 D_real: 0.019 D_fake: 0.050 +(epoch: 108, iters: 28388, time: 0.297, data: 0.020) G_GAN: 3.114 G_L1: 2.447 D_real: 0.083 D_fake: 0.126 +(epoch: 108, iters: 28488, time: 0.295, data: 0.021) G_GAN: 3.734 G_L1: 2.445 D_real: 0.276 D_fake: 0.091 +(epoch: 108, iters: 28588, time: 0.294, data: 0.021) G_GAN: 4.597 G_L1: 2.745 D_real: 0.008 D_fake: 0.060 +(epoch: 108, iters: 28688, time: 0.403, data: 0.020) G_GAN: 4.646 G_L1: 5.333 D_real: 0.012 D_fake: 0.193 +(epoch: 108, iters: 28788, time: 0.286, data: 0.021) G_GAN: 3.113 G_L1: 3.340 D_real: 0.691 D_fake: 0.074 +(epoch: 108, iters: 28888, time: 0.296, data: 0.018) G_GAN: 3.941 G_L1: 4.833 D_real: 0.076 D_fake: 0.064 +(epoch: 108, iters: 28988, time: 0.292, data: 0.020) G_GAN: 6.912 G_L1: 3.534 D_real: 0.168 D_fake: 0.005 +(epoch: 108, iters: 29088, time: 0.419, data: 0.019) G_GAN: 4.610 G_L1: 3.390 D_real: 0.083 D_fake: 0.087 +(epoch: 108, iters: 29188, time: 0.287, data: 0.020) G_GAN: 2.672 G_L1: 3.490 D_real: 0.440 D_fake: 0.166 +(epoch: 108, iters: 29288, time: 0.292, data: 0.017) G_GAN: 3.287 G_L1: 3.596 D_real: 0.067 D_fake: 0.195 +(epoch: 108, iters: 29388, time: 0.293, data: 0.020) G_GAN: 4.586 G_L1: 3.733 D_real: 0.548 D_fake: 0.025 +(epoch: 108, iters: 29488, time: 0.408, data: 0.018) G_GAN: 5.756 G_L1: 2.502 D_real: 0.409 D_fake: 0.007 +(epoch: 108, iters: 29588, time: 0.295, data: 0.019) G_GAN: 3.036 G_L1: 2.654 D_real: 0.736 D_fake: 0.127 +(epoch: 108, iters: 29688, time: 0.293, data: 0.019) G_GAN: 3.612 G_L1: 2.817 D_real: 0.014 D_fake: 0.138 +(epoch: 108, iters: 29788, time: 0.304, data: 0.020) G_GAN: 3.182 G_L1: 3.624 D_real: 0.000 D_fake: 0.136 +(epoch: 108, iters: 29888, time: 0.398, data: 0.020) G_GAN: 3.716 G_L1: 3.230 D_real: 0.052 D_fake: 0.081 +(epoch: 108, iters: 29988, time: 0.287, data: 0.017) G_GAN: 5.274 G_L1: 4.249 D_real: 0.175 D_fake: 0.018 +(epoch: 108, iters: 30088, time: 0.292, data: 0.020) G_GAN: 5.793 G_L1: 6.422 D_real: 0.009 D_fake: 0.050 +(epoch: 108, iters: 30188, time: 0.297, data: 0.018) G_GAN: 3.922 G_L1: 7.883 D_real: 0.005 D_fake: 0.402 +(epoch: 108, iters: 30288, time: 0.624, data: 0.021) G_GAN: 4.919 G_L1: 3.709 D_real: 0.036 D_fake: 0.034 +(epoch: 108, iters: 30388, time: 0.297, data: 0.020) G_GAN: 3.806 G_L1: 4.399 D_real: 0.189 D_fake: 0.098 +(epoch: 108, iters: 30488, time: 0.294, data: 0.021) G_GAN: 5.802 G_L1: 4.296 D_real: 0.001 D_fake: 0.026 +(epoch: 108, iters: 30588, time: 0.288, data: 0.018) G_GAN: 5.066 G_L1: 2.940 D_real: 0.052 D_fake: 0.040 +(epoch: 108, iters: 30688, time: 0.412, data: 0.018) G_GAN: 4.418 G_L1: 4.530 D_real: 0.056 D_fake: 0.049 +(epoch: 108, iters: 30788, time: 0.292, data: 0.018) G_GAN: 4.932 G_L1: 4.250 D_real: 0.072 D_fake: 0.080 +(epoch: 108, iters: 30888, time: 0.301, data: 0.021) G_GAN: 5.151 G_L1: 3.688 D_real: 0.002 D_fake: 0.025 +(epoch: 108, iters: 30988, time: 0.303, data: 0.020) G_GAN: 3.429 G_L1: 4.656 D_real: 0.031 D_fake: 0.076 +(epoch: 108, iters: 31088, time: 0.378, data: 0.021) G_GAN: 4.995 G_L1: 4.185 D_real: 0.354 D_fake: 0.094 +(epoch: 108, iters: 31188, time: 0.301, data: 0.019) G_GAN: 5.766 G_L1: 4.502 D_real: 0.029 D_fake: 0.031 +(epoch: 108, iters: 31288, time: 0.296, data: 0.020) G_GAN: 4.283 G_L1: 3.010 D_real: 0.022 D_fake: 0.113 +(epoch: 108, iters: 31388, time: 0.290, data: 0.020) G_GAN: 4.311 G_L1: 4.003 D_real: 0.001 D_fake: 0.213 +(epoch: 108, iters: 31488, time: 0.417, data: 0.018) G_GAN: 4.409 G_L1: 4.497 D_real: 0.065 D_fake: 0.065 +(epoch: 108, iters: 31588, time: 0.306, data: 0.020) G_GAN: 5.307 G_L1: 3.515 D_real: 0.049 D_fake: 0.023 +(epoch: 108, iters: 31688, time: 0.301, data: 0.022) G_GAN: 3.036 G_L1: 2.729 D_real: 0.010 D_fake: 0.172 +(epoch: 108, iters: 31788, time: 0.295, data: 0.018) G_GAN: 3.630 G_L1: 3.420 D_real: 0.061 D_fake: 0.113 +(epoch: 108, iters: 31888, time: 0.421, data: 0.018) G_GAN: 3.211 G_L1: 3.023 D_real: 0.147 D_fake: 0.143 +(epoch: 108, iters: 31988, time: 0.296, data: 0.018) G_GAN: 4.240 G_L1: 2.966 D_real: 0.383 D_fake: 0.059 +(epoch: 108, iters: 32088, time: 0.292, data: 0.018) G_GAN: 5.468 G_L1: 4.511 D_real: 0.157 D_fake: 0.012 +(epoch: 108, iters: 32188, time: 0.291, data: 0.023) G_GAN: 4.791 G_L1: 4.652 D_real: 0.057 D_fake: 0.059 +(epoch: 108, iters: 32288, time: 0.620, data: 0.020) G_GAN: 3.888 G_L1: 3.117 D_real: 0.090 D_fake: 0.059 +(epoch: 108, iters: 32388, time: 0.303, data: 0.016) G_GAN: 4.448 G_L1: 3.813 D_real: 0.005 D_fake: 0.137 +(epoch: 108, iters: 32488, time: 0.303, data: 0.021) G_GAN: 3.005 G_L1: 4.032 D_real: 0.045 D_fake: 0.168 +(epoch: 108, iters: 32588, time: 0.284, data: 0.021) G_GAN: 3.087 G_L1: 3.085 D_real: 0.141 D_fake: 0.245 +(epoch: 108, iters: 32688, time: 0.420, data: 0.019) G_GAN: 4.078 G_L1: 4.244 D_real: 0.152 D_fake: 0.148 +(epoch: 108, iters: 32788, time: 0.289, data: 0.019) G_GAN: 4.311 G_L1: 3.346 D_real: 0.115 D_fake: 0.103 +(epoch: 108, iters: 32888, time: 0.304, data: 0.020) G_GAN: 4.197 G_L1: 2.887 D_real: 0.555 D_fake: 0.075 +(epoch: 108, iters: 32988, time: 0.295, data: 0.020) G_GAN: 2.820 G_L1: 2.464 D_real: 0.041 D_fake: 0.243 +(epoch: 108, iters: 33088, time: 0.387, data: 0.019) G_GAN: 3.938 G_L1: 4.191 D_real: 0.283 D_fake: 0.106 +(epoch: 108, iters: 33188, time: 0.304, data: 0.019) G_GAN: 5.152 G_L1: 4.253 D_real: 0.001 D_fake: 0.030 +(epoch: 108, iters: 33288, time: 0.300, data: 0.022) G_GAN: 5.230 G_L1: 9.396 D_real: 0.000 D_fake: 0.052 +(epoch: 108, iters: 33388, time: 0.299, data: 0.019) G_GAN: 4.082 G_L1: 2.709 D_real: 0.055 D_fake: 0.059 +(epoch: 108, iters: 33488, time: 0.404, data: 0.019) G_GAN: 5.463 G_L1: 4.069 D_real: 0.077 D_fake: 0.051 +(epoch: 108, iters: 33588, time: 0.293, data: 0.018) G_GAN: 5.339 G_L1: 3.232 D_real: 0.279 D_fake: 0.030 +(epoch: 108, iters: 33688, time: 0.304, data: 0.019) G_GAN: 5.059 G_L1: 3.212 D_real: 0.102 D_fake: 0.019 +(epoch: 108, iters: 33788, time: 0.303, data: 0.019) G_GAN: 3.827 G_L1: 2.497 D_real: 0.306 D_fake: 0.051 +(epoch: 108, iters: 33888, time: 0.404, data: 0.019) G_GAN: 5.405 G_L1: 3.061 D_real: 0.067 D_fake: 0.012 +(epoch: 108, iters: 33988, time: 0.299, data: 0.020) G_GAN: 5.440 G_L1: 3.888 D_real: 0.000 D_fake: 0.026 +(epoch: 108, iters: 34088, time: 0.298, data: 0.019) G_GAN: 4.457 G_L1: 4.690 D_real: 0.169 D_fake: 0.038 +(epoch: 108, iters: 34188, time: 0.300, data: 0.019) G_GAN: 6.197 G_L1: 4.992 D_real: 0.019 D_fake: 0.036 +(epoch: 108, iters: 34288, time: 0.643, data: 0.020) G_GAN: 4.889 G_L1: 3.472 D_real: 0.085 D_fake: 0.186 +(epoch: 108, iters: 34388, time: 0.280, data: 0.018) G_GAN: 4.032 G_L1: 3.150 D_real: 0.158 D_fake: 0.072 +(epoch: 108, iters: 34488, time: 0.295, data: 0.016) G_GAN: 6.333 G_L1: 5.067 D_real: 0.002 D_fake: 0.081 +(epoch: 108, iters: 34588, time: 0.279, data: 0.020) G_GAN: 4.281 G_L1: 4.844 D_real: 0.013 D_fake: 0.050 +(epoch: 108, iters: 34688, time: 0.426, data: 0.019) G_GAN: 3.766 G_L1: 4.562 D_real: 0.076 D_fake: 0.172 +(epoch: 108, iters: 34788, time: 0.303, data: 0.020) G_GAN: 4.053 G_L1: 3.648 D_real: 0.166 D_fake: 0.205 +(epoch: 108, iters: 34888, time: 0.293, data: 0.020) G_GAN: 5.499 G_L1: 4.070 D_real: 0.227 D_fake: 0.027 +(epoch: 108, iters: 34988, time: 0.289, data: 0.016) G_GAN: 3.988 G_L1: 3.598 D_real: 0.023 D_fake: 0.104 +(epoch: 108, iters: 35088, time: 0.406, data: 0.019) G_GAN: 5.443 G_L1: 3.926 D_real: 0.000 D_fake: 0.026 +(epoch: 108, iters: 35188, time: 0.290, data: 0.018) G_GAN: 3.957 G_L1: 3.196 D_real: 0.016 D_fake: 0.148 +(epoch: 108, iters: 35288, time: 0.296, data: 0.018) G_GAN: 3.582 G_L1: 2.806 D_real: 0.061 D_fake: 0.102 +(epoch: 108, iters: 35388, time: 0.302, data: 0.021) G_GAN: 3.881 G_L1: 3.015 D_real: 0.024 D_fake: 0.354 +(epoch: 108, iters: 35488, time: 0.406, data: 0.020) G_GAN: 4.208 G_L1: 3.909 D_real: 0.058 D_fake: 0.061 +(epoch: 108, iters: 35588, time: 0.301, data: 0.018) G_GAN: 4.475 G_L1: 3.695 D_real: 0.080 D_fake: 0.033 +(epoch: 108, iters: 35688, time: 0.288, data: 0.020) G_GAN: 6.316 G_L1: 3.319 D_real: 0.027 D_fake: 0.007 +(epoch: 108, iters: 35788, time: 0.306, data: 0.017) G_GAN: 4.439 G_L1: 3.435 D_real: 0.008 D_fake: 0.053 +(epoch: 108, iters: 35888, time: 0.411, data: 0.021) G_GAN: 4.004 G_L1: 3.117 D_real: 0.062 D_fake: 0.083 +(epoch: 108, iters: 35988, time: 0.296, data: 0.018) G_GAN: 4.751 G_L1: 4.157 D_real: 0.045 D_fake: 0.030 +(epoch: 108, iters: 36088, time: 0.301, data: 0.018) G_GAN: 4.091 G_L1: 3.349 D_real: 0.016 D_fake: 0.068 +(epoch: 108, iters: 36188, time: 0.295, data: 0.019) G_GAN: 5.207 G_L1: 3.417 D_real: 0.089 D_fake: 0.052 +(epoch: 108, iters: 36288, time: 0.638, data: 0.018) G_GAN: 3.713 G_L1: 3.837 D_real: 0.239 D_fake: 0.057 +(epoch: 108, iters: 36388, time: 0.296, data: 0.019) G_GAN: 3.597 G_L1: 3.846 D_real: 0.224 D_fake: 0.108 +(epoch: 108, iters: 36488, time: 0.303, data: 0.019) G_GAN: 3.038 G_L1: 2.889 D_real: 0.023 D_fake: 0.431 +(epoch: 108, iters: 36588, time: 0.289, data: 0.018) G_GAN: 4.083 G_L1: 4.023 D_real: 0.054 D_fake: 0.101 +(epoch: 108, iters: 36688, time: 0.378, data: 0.018) G_GAN: 4.016 G_L1: 2.884 D_real: 0.047 D_fake: 0.056 +(epoch: 108, iters: 36788, time: 0.283, data: 0.017) G_GAN: 4.250 G_L1: 3.730 D_real: 0.040 D_fake: 0.089 +(epoch: 108, iters: 36888, time: 0.298, data: 0.017) G_GAN: 5.424 G_L1: 5.028 D_real: 0.046 D_fake: 0.026 +(epoch: 108, iters: 36988, time: 0.292, data: 0.022) G_GAN: 5.082 G_L1: 4.162 D_real: 0.069 D_fake: 0.033 +(epoch: 108, iters: 37088, time: 0.419, data: 0.018) G_GAN: 4.406 G_L1: 4.156 D_real: 0.002 D_fake: 0.075 +(epoch: 108, iters: 37188, time: 0.292, data: 0.018) G_GAN: 2.746 G_L1: 3.334 D_real: 0.133 D_fake: 0.249 +(epoch: 108, iters: 37288, time: 0.295, data: 0.018) G_GAN: 5.422 G_L1: 6.869 D_real: 0.003 D_fake: 0.022 +(epoch: 108, iters: 37388, time: 0.302, data: 0.021) G_GAN: 2.468 G_L1: 2.928 D_real: 0.508 D_fake: 0.171 +(epoch: 108, iters: 37488, time: 0.407, data: 0.021) G_GAN: 2.994 G_L1: 3.661 D_real: 0.006 D_fake: 0.175 +(epoch: 108, iters: 37588, time: 0.295, data: 0.019) G_GAN: 3.906 G_L1: 4.015 D_real: 0.174 D_fake: 0.052 +(epoch: 108, iters: 37688, time: 0.303, data: 0.019) G_GAN: 3.771 G_L1: 4.460 D_real: 0.138 D_fake: 0.180 +(epoch: 108, iters: 37788, time: 0.288, data: 0.018) G_GAN: 2.964 G_L1: 2.616 D_real: 0.035 D_fake: 0.280 +(epoch: 108, iters: 37888, time: 0.406, data: 0.017) G_GAN: 4.730 G_L1: 6.699 D_real: 0.007 D_fake: 0.541 +(epoch: 108, iters: 37988, time: 0.297, data: 0.019) G_GAN: 3.632 G_L1: 3.146 D_real: 0.080 D_fake: 0.063 +(epoch: 108, iters: 38088, time: 0.299, data: 0.018) G_GAN: 5.649 G_L1: 4.464 D_real: 0.208 D_fake: 0.010 +(epoch: 108, iters: 38188, time: 0.302, data: 0.021) G_GAN: 6.400 G_L1: 3.390 D_real: 0.010 D_fake: 0.070 +(epoch: 108, iters: 38288, time: 0.640, data: 0.018) G_GAN: 3.979 G_L1: 3.575 D_real: 0.047 D_fake: 0.062 +(epoch: 108, iters: 38388, time: 0.296, data: 0.021) G_GAN: 4.186 G_L1: 4.132 D_real: 0.077 D_fake: 0.069 +(epoch: 108, iters: 38488, time: 0.297, data: 0.022) G_GAN: 4.999 G_L1: 3.951 D_real: 0.105 D_fake: 0.019 +(epoch: 108, iters: 38588, time: 0.295, data: 0.020) G_GAN: 6.150 G_L1: 5.379 D_real: 0.000 D_fake: 0.013 +(epoch: 108, iters: 38688, time: 0.396, data: 0.020) G_GAN: 3.065 G_L1: 2.329 D_real: 0.182 D_fake: 0.340 +(epoch: 108, iters: 38788, time: 0.301, data: 0.021) G_GAN: 3.827 G_L1: 2.972 D_real: 0.167 D_fake: 0.180 +(epoch: 108, iters: 38888, time: 0.301, data: 0.019) G_GAN: 3.960 G_L1: 3.013 D_real: 0.129 D_fake: 0.075 +(epoch: 108, iters: 38988, time: 0.301, data: 0.019) G_GAN: 3.733 G_L1: 3.769 D_real: 0.284 D_fake: 0.045 +(epoch: 108, iters: 39088, time: 0.401, data: 0.019) G_GAN: 4.535 G_L1: 2.562 D_real: 0.255 D_fake: 0.045 +(epoch: 108, iters: 39188, time: 0.302, data: 0.019) G_GAN: 3.179 G_L1: 2.752 D_real: 0.317 D_fake: 0.078 +(epoch: 108, iters: 39288, time: 0.286, data: 0.020) G_GAN: 3.962 G_L1: 3.042 D_real: 0.168 D_fake: 0.071 +(epoch: 108, iters: 39388, time: 0.304, data: 0.018) G_GAN: 4.622 G_L1: 3.978 D_real: 0.030 D_fake: 0.134 +(epoch: 108, iters: 39488, time: 0.422, data: 0.020) G_GAN: 5.861 G_L1: 8.279 D_real: 0.057 D_fake: 0.054 +(epoch: 108, iters: 39588, time: 0.289, data: 0.021) G_GAN: 4.979 G_L1: 4.820 D_real: 0.104 D_fake: 0.060 +(epoch: 108, iters: 39688, time: 0.298, data: 0.018) G_GAN: 4.043 G_L1: 4.005 D_real: 0.078 D_fake: 0.115 +(epoch: 108, iters: 39788, time: 0.303, data: 0.022) G_GAN: 5.114 G_L1: 4.515 D_real: 0.017 D_fake: 0.082 +(epoch: 108, iters: 39888, time: 0.415, data: 0.020) G_GAN: 4.326 G_L1: 5.696 D_real: 0.006 D_fake: 0.043 +(epoch: 108, iters: 39988, time: 0.296, data: 0.020) G_GAN: 4.167 G_L1: 6.301 D_real: 0.021 D_fake: 0.134 +(epoch: 108, iters: 40088, time: 0.295, data: 0.019) G_GAN: 4.029 G_L1: 3.635 D_real: 0.072 D_fake: 0.092 +(epoch: 108, iters: 40188, time: 0.302, data: 0.019) G_GAN: 4.763 G_L1: 3.611 D_real: 0.237 D_fake: 0.056 +(epoch: 108, iters: 40288, time: 0.636, data: 0.022) G_GAN: 4.450 G_L1: 2.877 D_real: 0.220 D_fake: 0.076 +(epoch: 108, iters: 40388, time: 0.303, data: 0.019) G_GAN: 3.334 G_L1: 4.070 D_real: 0.299 D_fake: 0.170 +(epoch: 108, iters: 40488, time: 0.296, data: 0.022) G_GAN: 3.722 G_L1: 3.467 D_real: 0.276 D_fake: 0.054 +(epoch: 108, iters: 40588, time: 0.294, data: 0.018) G_GAN: 5.558 G_L1: 4.393 D_real: 0.365 D_fake: 0.052 +(epoch: 108, iters: 40688, time: 0.407, data: 0.020) G_GAN: 4.998 G_L1: 3.145 D_real: 0.013 D_fake: 0.055 +(epoch: 108, iters: 40788, time: 0.302, data: 0.021) G_GAN: 4.182 G_L1: 3.705 D_real: 0.542 D_fake: 0.051 +(epoch: 108, iters: 40888, time: 0.294, data: 0.022) G_GAN: 5.070 G_L1: 7.159 D_real: 0.019 D_fake: 0.056 +(epoch: 108, iters: 40988, time: 0.301, data: 0.019) G_GAN: 5.004 G_L1: 5.198 D_real: 0.256 D_fake: 0.042 +(epoch: 108, iters: 41088, time: 0.421, data: 0.019) G_GAN: 4.119 G_L1: 6.382 D_real: 0.050 D_fake: 0.165 +(epoch: 108, iters: 41188, time: 0.295, data: 0.020) G_GAN: 4.614 G_L1: 4.010 D_real: 0.028 D_fake: 0.033 +(epoch: 108, iters: 41288, time: 0.296, data: 0.022) G_GAN: 5.147 G_L1: 3.197 D_real: 0.265 D_fake: 0.014 +(epoch: 108, iters: 41388, time: 0.300, data: 0.019) G_GAN: 6.490 G_L1: 12.325 D_real: 0.092 D_fake: 0.020 +(epoch: 108, iters: 41488, time: 0.421, data: 0.022) G_GAN: 3.838 G_L1: 4.211 D_real: 0.147 D_fake: 0.077 +(epoch: 108, iters: 41588, time: 0.293, data: 0.020) G_GAN: 5.513 G_L1: 3.713 D_real: 0.023 D_fake: 0.023 +(epoch: 108, iters: 41688, time: 0.288, data: 0.021) G_GAN: 3.906 G_L1: 4.622 D_real: 0.005 D_fake: 0.083 +(epoch: 108, iters: 41788, time: 0.290, data: 0.025) G_GAN: 5.023 G_L1: 4.437 D_real: 0.112 D_fake: 0.050 +(epoch: 108, iters: 41888, time: 0.412, data: 0.019) G_GAN: 6.478 G_L1: 4.349 D_real: 0.116 D_fake: 0.018 +(epoch: 108, iters: 41988, time: 0.301, data: 0.018) G_GAN: 4.926 G_L1: 3.806 D_real: 0.381 D_fake: 0.021 +(epoch: 108, iters: 42088, time: 0.292, data: 0.021) G_GAN: 5.010 G_L1: 3.281 D_real: 0.028 D_fake: 0.022 +(epoch: 108, iters: 42188, time: 0.308, data: 0.019) G_GAN: 5.748 G_L1: 5.162 D_real: 0.037 D_fake: 0.028 +(epoch: 108, iters: 42288, time: 0.629, data: 0.022) G_GAN: 5.052 G_L1: 4.224 D_real: 0.057 D_fake: 0.029 +(epoch: 108, iters: 42388, time: 0.290, data: 0.017) G_GAN: 3.392 G_L1: 3.207 D_real: 0.234 D_fake: 0.076 +(epoch: 108, iters: 42488, time: 0.293, data: 0.020) G_GAN: 3.333 G_L1: 4.888 D_real: 0.040 D_fake: 0.194 +(epoch: 108, iters: 42588, time: 0.305, data: 0.020) G_GAN: 4.695 G_L1: 3.314 D_real: 0.225 D_fake: 0.028 +(epoch: 108, iters: 42688, time: 0.429, data: 0.019) G_GAN: 3.375 G_L1: 3.204 D_real: 0.042 D_fake: 0.110 +(epoch: 108, iters: 42788, time: 0.304, data: 0.020) G_GAN: 4.333 G_L1: 5.832 D_real: 0.020 D_fake: 0.037 +(epoch: 108, iters: 42888, time: 0.304, data: 0.019) G_GAN: 4.055 G_L1: 3.852 D_real: 0.103 D_fake: 0.141 +(epoch: 108, iters: 42988, time: 0.297, data: 0.021) G_GAN: 3.553 G_L1: 3.758 D_real: 0.027 D_fake: 0.174 +(epoch: 108, iters: 43088, time: 0.418, data: 0.019) G_GAN: 4.183 G_L1: 3.800 D_real: 0.148 D_fake: 0.035 +(epoch: 108, iters: 43188, time: 0.301, data: 0.019) G_GAN: 3.973 G_L1: 4.010 D_real: 0.273 D_fake: 0.050 +(epoch: 108, iters: 43288, time: 0.303, data: 0.021) G_GAN: 5.448 G_L1: 5.443 D_real: 0.073 D_fake: 0.035 +(epoch: 108, iters: 43388, time: 0.299, data: 0.020) G_GAN: 3.721 G_L1: 4.957 D_real: 0.028 D_fake: 0.155 +(epoch: 108, iters: 43488, time: 0.418, data: 0.018) G_GAN: 3.352 G_L1: 4.668 D_real: 0.067 D_fake: 0.174 +(epoch: 108, iters: 43588, time: 0.297, data: 0.024) G_GAN: 5.430 G_L1: 4.939 D_real: 0.035 D_fake: 0.026 +(epoch: 108, iters: 43688, time: 0.298, data: 0.020) G_GAN: 3.267 G_L1: 4.369 D_real: 0.003 D_fake: 0.162 +(epoch: 108, iters: 43788, time: 0.302, data: 0.022) G_GAN: 2.910 G_L1: 3.511 D_real: 0.349 D_fake: 0.154 +(epoch: 108, iters: 43888, time: 0.410, data: 0.019) G_GAN: 1.995 G_L1: 4.680 D_real: 0.278 D_fake: 0.858 +(epoch: 108, iters: 43988, time: 0.300, data: 0.017) G_GAN: 2.658 G_L1: 2.438 D_real: 0.456 D_fake: 0.185 +(epoch: 108, iters: 44088, time: 0.292, data: 0.018) G_GAN: 3.649 G_L1: 3.326 D_real: 0.505 D_fake: 0.043 +(epoch: 108, iters: 44188, time: 0.295, data: 0.018) G_GAN: 4.436 G_L1: 4.377 D_real: 0.018 D_fake: 0.122 +(epoch: 108, iters: 44288, time: 0.603, data: 0.018) G_GAN: 3.256 G_L1: 6.495 D_real: 0.460 D_fake: 0.265 +(epoch: 108, iters: 44388, time: 0.293, data: 0.021) G_GAN: 2.271 G_L1: 3.564 D_real: 0.166 D_fake: 0.369 +(epoch: 108, iters: 44488, time: 0.307, data: 0.019) G_GAN: 2.969 G_L1: 2.853 D_real: 0.331 D_fake: 0.137 +(epoch: 108, iters: 44588, time: 0.306, data: 0.019) G_GAN: 3.906 G_L1: 3.100 D_real: 0.017 D_fake: 0.061 +(epoch: 108, iters: 44688, time: 0.416, data: 0.021) G_GAN: 4.808 G_L1: 3.606 D_real: 0.073 D_fake: 0.030 +(epoch: 108, iters: 44788, time: 0.305, data: 0.020) G_GAN: 3.381 G_L1: 3.820 D_real: 0.072 D_fake: 0.098 +(epoch: 108, iters: 44888, time: 0.303, data: 0.020) G_GAN: 3.560 G_L1: 3.338 D_real: 0.120 D_fake: 0.161 +(epoch: 108, iters: 44988, time: 0.296, data: 0.017) G_GAN: 6.019 G_L1: 5.395 D_real: 0.030 D_fake: 0.015 +(epoch: 108, iters: 45088, time: 0.377, data: 0.019) G_GAN: 4.727 G_L1: 3.189 D_real: 0.107 D_fake: 0.080 +(epoch: 108, iters: 45188, time: 0.295, data: 0.019) G_GAN: 5.756 G_L1: 3.848 D_real: 0.035 D_fake: 0.043 +(epoch: 108, iters: 45288, time: 0.288, data: 0.019) G_GAN: 3.758 G_L1: 5.150 D_real: 0.068 D_fake: 0.548 +(epoch: 108, iters: 45388, time: 0.295, data: 0.019) G_GAN: 5.221 G_L1: 4.401 D_real: 0.044 D_fake: 0.062 +(epoch: 108, iters: 45488, time: 0.406, data: 0.018) G_GAN: 4.980 G_L1: 5.319 D_real: 0.093 D_fake: 0.043 +(epoch: 108, iters: 45588, time: 0.302, data: 0.018) G_GAN: 6.428 G_L1: 4.510 D_real: 0.225 D_fake: 0.010 +(epoch: 108, iters: 45688, time: 0.295, data: 0.018) G_GAN: 6.632 G_L1: 3.923 D_real: 0.138 D_fake: 0.008 +(epoch: 108, iters: 45788, time: 0.293, data: 0.018) G_GAN: 4.971 G_L1: 6.432 D_real: 0.093 D_fake: 0.233 +(epoch: 108, iters: 45888, time: 0.430, data: 0.018) G_GAN: 6.619 G_L1: 4.738 D_real: 0.012 D_fake: 0.016 +(epoch: 108, iters: 45988, time: 0.298, data: 0.020) G_GAN: 7.925 G_L1: 4.325 D_real: 0.015 D_fake: 0.007 +(epoch: 108, iters: 46088, time: 0.294, data: 0.019) G_GAN: 4.152 G_L1: 4.310 D_real: 0.025 D_fake: 0.074 +(epoch: 108, iters: 46188, time: 0.293, data: 0.019) G_GAN: 4.576 G_L1: 4.462 D_real: 0.093 D_fake: 0.083 +(epoch: 108, iters: 46288, time: 0.645, data: 0.019) G_GAN: 4.805 G_L1: 4.319 D_real: 0.269 D_fake: 0.034 +(epoch: 108, iters: 46388, time: 0.271, data: 0.018) G_GAN: 4.563 G_L1: 4.994 D_real: 0.013 D_fake: 0.178 +(epoch: 108, iters: 46488, time: 0.301, data: 0.017) G_GAN: 5.854 G_L1: 3.119 D_real: 0.136 D_fake: 0.010 +(epoch: 108, iters: 46588, time: 0.304, data: 0.018) G_GAN: 5.501 G_L1: 3.560 D_real: 0.008 D_fake: 0.040 +(epoch: 108, iters: 46688, time: 0.391, data: 0.019) G_GAN: 4.826 G_L1: 4.182 D_real: 0.019 D_fake: 0.036 +(epoch: 108, iters: 46788, time: 0.298, data: 0.019) G_GAN: 4.014 G_L1: 4.989 D_real: 0.020 D_fake: 0.120 +(epoch: 108, iters: 46888, time: 0.292, data: 0.018) G_GAN: 4.011 G_L1: 4.452 D_real: 0.072 D_fake: 0.126 +(epoch: 108, iters: 46988, time: 0.301, data: 0.019) G_GAN: 4.879 G_L1: 3.711 D_real: 0.363 D_fake: 0.022 +(epoch: 108, iters: 47088, time: 0.429, data: 0.019) G_GAN: 6.187 G_L1: 4.613 D_real: 0.043 D_fake: 0.014 +(epoch: 108, iters: 47188, time: 0.287, data: 0.019) G_GAN: 3.935 G_L1: 4.405 D_real: 0.103 D_fake: 0.343 +(epoch: 108, iters: 47288, time: 0.300, data: 0.019) G_GAN: 5.555 G_L1: 3.213 D_real: 0.202 D_fake: 0.017 +(epoch: 108, iters: 47388, time: 0.288, data: 0.021) G_GAN: 5.740 G_L1: 2.505 D_real: 0.666 D_fake: 0.016 +(epoch: 108, iters: 47488, time: 0.420, data: 0.018) G_GAN: 5.831 G_L1: 3.127 D_real: 0.002 D_fake: 0.018 +(epoch: 108, iters: 47588, time: 0.303, data: 0.020) G_GAN: 4.865 G_L1: 3.717 D_real: 0.491 D_fake: 0.019 +(epoch: 108, iters: 47688, time: 0.290, data: 0.020) G_GAN: 6.075 G_L1: 7.076 D_real: 0.056 D_fake: 0.020 +(epoch: 108, iters: 47788, time: 0.305, data: 0.020) G_GAN: 4.892 G_L1: 3.253 D_real: 0.224 D_fake: 0.073 +(epoch: 108, iters: 47888, time: 0.387, data: 0.019) G_GAN: 4.947 G_L1: 6.393 D_real: 0.040 D_fake: 0.059 +(epoch: 108, iters: 47988, time: 0.287, data: 0.020) G_GAN: 4.098 G_L1: 4.547 D_real: 0.006 D_fake: 0.776 +(epoch: 108, iters: 48088, time: 0.300, data: 0.016) G_GAN: 5.399 G_L1: 7.130 D_real: 0.004 D_fake: 0.021 +(epoch: 108, iters: 48188, time: 0.300, data: 0.020) G_GAN: 5.764 G_L1: 6.512 D_real: 0.006 D_fake: 0.011 +(epoch: 108, iters: 48288, time: 0.636, data: 0.020) G_GAN: 5.065 G_L1: 3.340 D_real: 0.434 D_fake: 0.016 +(epoch: 108, iters: 48388, time: 0.297, data: 0.021) G_GAN: 3.511 G_L1: 5.241 D_real: 1.069 D_fake: 0.323 +(epoch: 108, iters: 48488, time: 0.292, data: 0.019) G_GAN: 3.080 G_L1: 2.243 D_real: 0.143 D_fake: 0.230 +(epoch: 108, iters: 48588, time: 0.298, data: 0.017) G_GAN: 4.593 G_L1: 4.302 D_real: 0.025 D_fake: 0.038 +(epoch: 108, iters: 48688, time: 0.373, data: 0.018) G_GAN: 5.028 G_L1: 3.679 D_real: 0.015 D_fake: 0.038 +(epoch: 108, iters: 48788, time: 0.295, data: 0.016) G_GAN: 4.351 G_L1: 4.345 D_real: 0.070 D_fake: 0.068 +(epoch: 108, iters: 48888, time: 0.302, data: 0.021) G_GAN: 5.714 G_L1: 3.572 D_real: 0.094 D_fake: 0.032 +(epoch: 108, iters: 48988, time: 0.294, data: 0.020) G_GAN: 5.188 G_L1: 3.896 D_real: 0.081 D_fake: 0.092 +(epoch: 108, iters: 49088, time: 0.412, data: 0.020) G_GAN: 3.564 G_L1: 4.322 D_real: 0.123 D_fake: 0.119 +(epoch: 108, iters: 49188, time: 0.271, data: 0.019) G_GAN: 4.047 G_L1: 5.297 D_real: 0.003 D_fake: 0.135 +(epoch: 108, iters: 49288, time: 0.294, data: 0.016) G_GAN: 4.802 G_L1: 3.558 D_real: 0.126 D_fake: 0.057 +(epoch: 108, iters: 49388, time: 0.292, data: 0.018) G_GAN: 3.715 G_L1: 3.676 D_real: 0.172 D_fake: 0.104 +(epoch: 108, iters: 49488, time: 0.413, data: 0.018) G_GAN: 4.254 G_L1: 3.549 D_real: 0.005 D_fake: 0.046 +(epoch: 108, iters: 49588, time: 0.284, data: 0.020) G_GAN: 5.801 G_L1: 6.152 D_real: 0.000 D_fake: 0.062 +(epoch: 108, iters: 49688, time: 0.285, data: 0.017) G_GAN: 3.851 G_L1: 2.999 D_real: 0.132 D_fake: 0.093 +(epoch: 108, iters: 49788, time: 0.281, data: 0.016) G_GAN: 4.257 G_L1: 3.370 D_real: 0.048 D_fake: 0.045 +(epoch: 108, iters: 49888, time: 0.391, data: 0.017) G_GAN: 4.591 G_L1: 3.253 D_real: 0.045 D_fake: 0.089 +(epoch: 108, iters: 49988, time: 0.293, data: 0.017) G_GAN: 6.477 G_L1: 4.998 D_real: 0.000 D_fake: 0.007 +(epoch: 108, iters: 50088, time: 0.299, data: 0.019) G_GAN: 3.201 G_L1: 3.285 D_real: 0.299 D_fake: 0.168 +(epoch: 108, iters: 50188, time: 0.273, data: 0.020) G_GAN: 4.307 G_L1: 2.877 D_real: 0.095 D_fake: 0.053 +(epoch: 108, iters: 50288, time: 0.632, data: 0.018) G_GAN: 2.713 G_L1: 3.458 D_real: 0.155 D_fake: 0.199 +(epoch: 108, iters: 50388, time: 0.281, data: 0.017) G_GAN: 3.642 G_L1: 3.681 D_real: 0.160 D_fake: 0.129 +(epoch: 108, iters: 50488, time: 0.296, data: 0.020) G_GAN: 3.795 G_L1: 2.756 D_real: 0.059 D_fake: 0.109 +(epoch: 108, iters: 50588, time: 0.293, data: 0.021) G_GAN: 2.720 G_L1: 3.531 D_real: 0.041 D_fake: 0.488 +(epoch: 108, iters: 50688, time: 0.409, data: 0.017) G_GAN: 5.195 G_L1: 3.260 D_real: 0.046 D_fake: 0.025 +(epoch: 108, iters: 50788, time: 0.274, data: 0.018) G_GAN: 5.048 G_L1: 3.861 D_real: 0.160 D_fake: 0.034 +(epoch: 108, iters: 50888, time: 0.293, data: 0.015) G_GAN: 4.405 G_L1: 2.955 D_real: 0.293 D_fake: 0.032 +(epoch: 108, iters: 50988, time: 0.296, data: 0.018) G_GAN: 3.256 G_L1: 2.770 D_real: 0.943 D_fake: 0.136 +(epoch: 108, iters: 51088, time: 0.380, data: 0.020) G_GAN: 4.102 G_L1: 2.683 D_real: 0.119 D_fake: 0.066 +(epoch: 108, iters: 51188, time: 0.270, data: 0.015) G_GAN: 4.197 G_L1: 2.639 D_real: 0.201 D_fake: 0.040 +(epoch: 108, iters: 51288, time: 0.284, data: 0.017) G_GAN: 3.481 G_L1: 2.908 D_real: 0.335 D_fake: 0.076 +(epoch: 108, iters: 51388, time: 0.288, data: 0.018) G_GAN: 3.344 G_L1: 4.554 D_real: 0.110 D_fake: 0.406 +(epoch: 108, iters: 51488, time: 0.396, data: 0.018) G_GAN: 5.885 G_L1: 4.212 D_real: 0.001 D_fake: 0.019 +(epoch: 108, iters: 51588, time: 0.293, data: 0.015) G_GAN: 4.271 G_L1: 3.692 D_real: 0.488 D_fake: 0.051 +(epoch: 108, iters: 51688, time: 0.295, data: 0.019) G_GAN: 3.829 G_L1: 4.491 D_real: 0.122 D_fake: 0.243 +(epoch: 108, iters: 51788, time: 0.288, data: 0.018) G_GAN: 3.843 G_L1: 3.223 D_real: 0.161 D_fake: 0.046 +(epoch: 108, iters: 51888, time: 0.359, data: 0.020) G_GAN: 3.443 G_L1: 2.984 D_real: 0.470 D_fake: 0.078 +(epoch: 108, iters: 51988, time: 0.277, data: 0.018) G_GAN: 4.196 G_L1: 4.168 D_real: 0.364 D_fake: 0.101 +(epoch: 108, iters: 52088, time: 0.292, data: 0.016) G_GAN: 4.893 G_L1: 3.653 D_real: 0.166 D_fake: 0.026 +(epoch: 108, iters: 52188, time: 0.302, data: 0.020) G_GAN: 6.158 G_L1: 3.069 D_real: 0.202 D_fake: 0.020 +(epoch: 108, iters: 52288, time: 0.636, data: 0.024) G_GAN: 4.907 G_L1: 5.813 D_real: 0.159 D_fake: 0.021 +(epoch: 108, iters: 52388, time: 0.303, data: 0.018) G_GAN: 4.600 G_L1: 5.062 D_real: 0.115 D_fake: 0.082 +(epoch: 108, iters: 52488, time: 0.292, data: 0.022) G_GAN: 3.873 G_L1: 4.851 D_real: 0.034 D_fake: 0.147 +(epoch: 108, iters: 52588, time: 0.298, data: 0.020) G_GAN: 4.909 G_L1: 3.865 D_real: 0.022 D_fake: 0.046 +(epoch: 108, iters: 52688, time: 0.409, data: 0.019) G_GAN: 4.986 G_L1: 2.184 D_real: 0.173 D_fake: 0.026 +(epoch: 108, iters: 52788, time: 0.283, data: 0.017) G_GAN: 3.915 G_L1: 5.313 D_real: 0.005 D_fake: 0.136 +(epoch: 108, iters: 52888, time: 0.289, data: 0.017) G_GAN: 3.138 G_L1: 3.882 D_real: 0.011 D_fake: 0.189 +(epoch: 108, iters: 52988, time: 0.302, data: 0.019) G_GAN: 3.074 G_L1: 3.771 D_real: 0.207 D_fake: 0.132 +(epoch: 108, iters: 53088, time: 0.366, data: 0.019) G_GAN: 3.380 G_L1: 3.108 D_real: 0.110 D_fake: 0.173 +(epoch: 108, iters: 53188, time: 0.279, data: 0.017) G_GAN: 6.630 G_L1: 3.925 D_real: 0.497 D_fake: 0.004 +(epoch: 108, iters: 53288, time: 0.289, data: 0.016) G_GAN: 3.632 G_L1: 2.651 D_real: 0.145 D_fake: 0.107 +(epoch: 108, iters: 53388, time: 0.296, data: 0.021) G_GAN: 5.372 G_L1: 3.452 D_real: 0.013 D_fake: 0.018 +(epoch: 108, iters: 53488, time: 0.405, data: 0.019) G_GAN: 4.072 G_L1: 3.613 D_real: 0.022 D_fake: 0.093 +(epoch: 108, iters: 53588, time: 0.287, data: 0.018) G_GAN: 4.500 G_L1: 5.690 D_real: 0.022 D_fake: 0.310 +(epoch: 108, iters: 53688, time: 0.294, data: 0.021) G_GAN: 5.189 G_L1: 3.929 D_real: 0.280 D_fake: 0.027 +(epoch: 108, iters: 53788, time: 0.298, data: 0.019) G_GAN: 4.039 G_L1: 3.677 D_real: 0.136 D_fake: 0.043 +(epoch: 108, iters: 53888, time: 0.400, data: 0.019) G_GAN: 4.068 G_L1: 4.010 D_real: 0.028 D_fake: 0.100 +(epoch: 108, iters: 53988, time: 0.290, data: 0.019) G_GAN: 4.609 G_L1: 3.287 D_real: 0.024 D_fake: 0.110 +(epoch: 108, iters: 54088, time: 0.285, data: 0.016) G_GAN: 3.169 G_L1: 4.122 D_real: 0.637 D_fake: 0.123 +(epoch: 108, iters: 54188, time: 0.295, data: 0.018) G_GAN: 5.444 G_L1: 4.026 D_real: 0.047 D_fake: 0.030 +(epoch: 108, iters: 54288, time: 0.641, data: 0.019) G_GAN: 4.854 G_L1: 4.135 D_real: 0.284 D_fake: 0.028 +(epoch: 108, iters: 54388, time: 0.289, data: 0.020) G_GAN: 5.459 G_L1: 2.863 D_real: 0.116 D_fake: 0.047 +(epoch: 108, iters: 54488, time: 0.298, data: 0.019) G_GAN: 3.543 G_L1: 3.438 D_real: 0.027 D_fake: 0.139 +(epoch: 108, iters: 54588, time: 0.305, data: 0.020) G_GAN: 5.608 G_L1: 4.762 D_real: 0.164 D_fake: 0.019 +(epoch: 108, iters: 54688, time: 0.401, data: 0.019) G_GAN: 4.919 G_L1: 4.174 D_real: 0.019 D_fake: 0.065 +(epoch: 108, iters: 54788, time: 0.295, data: 0.018) G_GAN: 4.152 G_L1: 3.394 D_real: 0.291 D_fake: 0.080 +(epoch: 108, iters: 54888, time: 0.290, data: 0.019) G_GAN: 3.984 G_L1: 3.571 D_real: 0.422 D_fake: 0.046 +(epoch: 108, iters: 54988, time: 0.296, data: 0.018) G_GAN: 4.056 G_L1: 3.639 D_real: 0.612 D_fake: 0.039 +(epoch: 108, iters: 55088, time: 0.423, data: 0.021) G_GAN: 6.581 G_L1: 4.201 D_real: 0.406 D_fake: 0.014 +(epoch: 108, iters: 55188, time: 0.290, data: 0.019) G_GAN: 4.409 G_L1: 3.438 D_real: 0.017 D_fake: 0.114 +(epoch: 108, iters: 55288, time: 0.296, data: 0.018) G_GAN: 3.753 G_L1: 3.498 D_real: 0.007 D_fake: 0.102 +(epoch: 108, iters: 55388, time: 0.297, data: 0.018) G_GAN: 3.877 G_L1: 2.857 D_real: 0.183 D_fake: 0.067 +(epoch: 108, iters: 55488, time: 0.414, data: 0.019) G_GAN: 5.402 G_L1: 3.900 D_real: 0.061 D_fake: 0.066 +(epoch: 108, iters: 55588, time: 0.297, data: 0.019) G_GAN: 5.049 G_L1: 7.044 D_real: 0.005 D_fake: 0.041 +(epoch: 108, iters: 55688, time: 0.294, data: 0.019) G_GAN: 3.924 G_L1: 3.655 D_real: 0.422 D_fake: 0.049 +(epoch: 108, iters: 55788, time: 0.297, data: 0.019) G_GAN: 3.324 G_L1: 4.071 D_real: 0.026 D_fake: 0.188 +(epoch: 108, iters: 55888, time: 0.404, data: 0.021) G_GAN: 4.820 G_L1: 4.323 D_real: 0.266 D_fake: 0.016 +(epoch: 108, iters: 55988, time: 0.295, data: 0.019) G_GAN: 5.624 G_L1: 4.109 D_real: 0.196 D_fake: 0.014 +(epoch: 108, iters: 56088, time: 0.288, data: 0.020) G_GAN: 3.336 G_L1: 3.400 D_real: 0.150 D_fake: 0.133 +(epoch: 108, iters: 56188, time: 0.290, data: 0.017) G_GAN: 5.016 G_L1: 4.370 D_real: 0.080 D_fake: 0.025 +(epoch: 108, iters: 56288, time: 0.663, data: 0.018) G_GAN: 3.931 G_L1: 2.869 D_real: 0.261 D_fake: 0.041 +(epoch: 108, iters: 56388, time: 0.297, data: 0.019) G_GAN: 3.742 G_L1: 3.380 D_real: 0.026 D_fake: 0.105 +(epoch: 108, iters: 56488, time: 0.295, data: 0.022) G_GAN: 4.443 G_L1: 5.397 D_real: 0.003 D_fake: 0.161 +(epoch: 108, iters: 56588, time: 0.292, data: 0.020) G_GAN: 4.397 G_L1: 3.935 D_real: 0.050 D_fake: 0.048 +(epoch: 108, iters: 56688, time: 0.408, data: 0.018) G_GAN: 4.776 G_L1: 3.743 D_real: 0.066 D_fake: 0.128 +(epoch: 108, iters: 56788, time: 0.294, data: 0.019) G_GAN: 3.360 G_L1: 6.494 D_real: 0.008 D_fake: 0.175 +(epoch: 108, iters: 56888, time: 0.297, data: 0.020) G_GAN: 2.459 G_L1: 2.604 D_real: 0.713 D_fake: 0.191 +(epoch: 108, iters: 56988, time: 0.294, data: 0.019) G_GAN: 3.621 G_L1: 2.935 D_real: 0.003 D_fake: 0.109 +(epoch: 108, iters: 57088, time: 0.392, data: 0.019) G_GAN: 4.136 G_L1: 5.390 D_real: 0.013 D_fake: 0.086 +(epoch: 108, iters: 57188, time: 0.298, data: 0.017) G_GAN: 4.724 G_L1: 3.169 D_real: 0.006 D_fake: 0.046 +(epoch: 108, iters: 57288, time: 0.294, data: 0.020) G_GAN: 3.204 G_L1: 4.880 D_real: 0.452 D_fake: 0.256 +(epoch: 108, iters: 57388, time: 0.298, data: 0.019) G_GAN: 3.971 G_L1: 2.700 D_real: 0.089 D_fake: 0.057 +(epoch: 108, iters: 57488, time: 0.405, data: 0.019) G_GAN: 4.522 G_L1: 3.536 D_real: 0.001 D_fake: 0.089 +(epoch: 108, iters: 57588, time: 0.292, data: 0.018) G_GAN: 2.960 G_L1: 2.983 D_real: 0.058 D_fake: 0.156 +(epoch: 108, iters: 57688, time: 0.285, data: 0.020) G_GAN: 4.572 G_L1: 4.985 D_real: 0.465 D_fake: 0.095 +(epoch: 108, iters: 57788, time: 0.284, data: 0.018) G_GAN: 4.405 G_L1: 3.167 D_real: 0.007 D_fake: 0.073 +(epoch: 108, iters: 57888, time: 0.395, data: 0.018) G_GAN: 3.122 G_L1: 4.015 D_real: 0.027 D_fake: 0.298 +(epoch: 108, iters: 57988, time: 0.289, data: 0.018) G_GAN: 4.845 G_L1: 4.545 D_real: 0.191 D_fake: 0.049 +(epoch: 108, iters: 58088, time: 0.292, data: 0.019) G_GAN: 4.683 G_L1: 3.206 D_real: 0.079 D_fake: 0.027 +(epoch: 108, iters: 58188, time: 0.291, data: 0.017) G_GAN: 5.237 G_L1: 3.440 D_real: 0.105 D_fake: 0.028 +(epoch: 108, iters: 58288, time: 0.597, data: 0.018) G_GAN: 5.624 G_L1: 3.618 D_real: 0.071 D_fake: 0.020 +(epoch: 108, iters: 58388, time: 0.293, data: 0.018) G_GAN: 4.328 G_L1: 4.069 D_real: 0.051 D_fake: 0.096 +(epoch: 108, iters: 58488, time: 0.300, data: 0.020) G_GAN: 3.330 G_L1: 4.931 D_real: 0.077 D_fake: 0.332 +(epoch: 108, iters: 58588, time: 0.303, data: 0.019) G_GAN: 4.687 G_L1: 5.024 D_real: 0.014 D_fake: 0.159 +(epoch: 108, iters: 58688, time: 0.400, data: 0.019) G_GAN: 3.307 G_L1: 3.706 D_real: 0.012 D_fake: 0.145 +(epoch: 108, iters: 58788, time: 0.291, data: 0.017) G_GAN: 4.823 G_L1: 4.542 D_real: 0.019 D_fake: 0.035 +(epoch: 108, iters: 58888, time: 0.297, data: 0.020) G_GAN: 5.948 G_L1: 3.672 D_real: 0.096 D_fake: 0.019 +(epoch: 108, iters: 58988, time: 0.304, data: 0.018) G_GAN: 3.593 G_L1: 3.718 D_real: 0.092 D_fake: 0.064 +(epoch: 108, iters: 59088, time: 0.425, data: 0.020) G_GAN: 4.467 G_L1: 3.206 D_real: 0.022 D_fake: 0.048 +(epoch: 108, iters: 59188, time: 0.294, data: 0.021) G_GAN: 3.477 G_L1: 4.164 D_real: 0.151 D_fake: 0.224 +(epoch: 108, iters: 59288, time: 0.297, data: 0.019) G_GAN: 3.752 G_L1: 3.325 D_real: 0.239 D_fake: 0.043 +(epoch: 108, iters: 59388, time: 0.300, data: 0.018) G_GAN: 4.103 G_L1: 2.650 D_real: 0.636 D_fake: 0.029 +(epoch: 108, iters: 59488, time: 0.405, data: 0.019) G_GAN: 3.273 G_L1: 3.951 D_real: 0.053 D_fake: 0.707 +(epoch: 108, iters: 59588, time: 0.293, data: 0.017) G_GAN: 5.603 G_L1: 4.087 D_real: 0.017 D_fake: 0.032 +(epoch: 108, iters: 59688, time: 0.294, data: 0.019) G_GAN: 5.472 G_L1: 3.067 D_real: 0.105 D_fake: 0.034 +(epoch: 108, iters: 59788, time: 0.291, data: 0.019) G_GAN: 4.463 G_L1: 3.802 D_real: 0.141 D_fake: 0.038 +(epoch: 108, iters: 59888, time: 0.416, data: 0.018) G_GAN: 4.169 G_L1: 3.974 D_real: 0.266 D_fake: 0.067 +(epoch: 108, iters: 59988, time: 0.297, data: 0.018) G_GAN: 4.181 G_L1: 2.805 D_real: 0.117 D_fake: 0.063 +(epoch: 109, iters: 72, time: 0.296, data: 0.020) G_GAN: 4.826 G_L1: 2.606 D_real: 0.185 D_fake: 0.046 +(epoch: 109, iters: 172, time: 0.296, data: 0.019) G_GAN: 4.942 G_L1: 5.017 D_real: 0.022 D_fake: 0.040 +(epoch: 109, iters: 272, time: 0.654, data: 0.019) G_GAN: 3.586 G_L1: 3.722 D_real: 0.006 D_fake: 0.219 +(epoch: 109, iters: 372, time: 0.300, data: 0.021) G_GAN: 2.802 G_L1: 2.625 D_real: 0.089 D_fake: 0.490 +(epoch: 109, iters: 472, time: 0.294, data: 0.028) G_GAN: 4.392 G_L1: 4.105 D_real: 0.042 D_fake: 0.069 +(epoch: 109, iters: 572, time: 0.300, data: 0.020) G_GAN: 3.430 G_L1: 1.995 D_real: 0.253 D_fake: 0.087 +(epoch: 109, iters: 672, time: 0.413, data: 0.022) G_GAN: 4.945 G_L1: 4.514 D_real: 0.028 D_fake: 0.020 +(epoch: 109, iters: 772, time: 0.301, data: 0.019) G_GAN: 2.640 G_L1: 4.053 D_real: 0.241 D_fake: 0.159 +(epoch: 109, iters: 872, time: 0.297, data: 0.020) G_GAN: 3.483 G_L1: 4.586 D_real: 0.052 D_fake: 0.146 +(epoch: 109, iters: 972, time: 0.294, data: 0.021) G_GAN: 3.372 G_L1: 3.036 D_real: 0.130 D_fake: 0.211 +(epoch: 109, iters: 1072, time: 0.407, data: 0.020) G_GAN: 4.555 G_L1: 5.076 D_real: 0.071 D_fake: 0.277 +(epoch: 109, iters: 1172, time: 0.302, data: 0.021) G_GAN: 5.609 G_L1: 4.179 D_real: 0.358 D_fake: 0.034 +(epoch: 109, iters: 1272, time: 0.292, data: 0.020) G_GAN: 4.554 G_L1: 3.759 D_real: 0.081 D_fake: 0.029 +(epoch: 109, iters: 1372, time: 0.286, data: 0.019) G_GAN: 4.849 G_L1: 6.545 D_real: 0.051 D_fake: 0.033 +(epoch: 109, iters: 1472, time: 0.412, data: 0.017) G_GAN: 4.711 G_L1: 3.827 D_real: 0.113 D_fake: 0.114 +(epoch: 109, iters: 1572, time: 0.300, data: 0.020) G_GAN: 4.570 G_L1: 4.318 D_real: 0.003 D_fake: 0.045 +(epoch: 109, iters: 1672, time: 0.294, data: 0.020) G_GAN: 4.341 G_L1: 3.174 D_real: 0.086 D_fake: 0.037 +(epoch: 109, iters: 1772, time: 0.268, data: 0.020) G_GAN: 2.168 G_L1: 2.581 D_real: 0.443 D_fake: 0.433 +(epoch: 109, iters: 1872, time: 0.419, data: 0.017) G_GAN: 4.774 G_L1: 4.291 D_real: 0.029 D_fake: 0.062 +(epoch: 109, iters: 1972, time: 0.296, data: 0.025) G_GAN: 4.809 G_L1: 3.389 D_real: 0.009 D_fake: 0.114 +(epoch: 109, iters: 2072, time: 0.288, data: 0.020) G_GAN: 3.726 G_L1: 5.413 D_real: 0.054 D_fake: 0.117 +(epoch: 109, iters: 2172, time: 0.268, data: 0.019) G_GAN: 4.006 G_L1: 3.559 D_real: 0.000 D_fake: 0.164 +(epoch: 109, iters: 2272, time: 0.652, data: 0.017) G_GAN: 2.906 G_L1: 3.307 D_real: 0.085 D_fake: 0.179 +(epoch: 109, iters: 2372, time: 0.302, data: 0.020) G_GAN: 2.988 G_L1: 3.712 D_real: 0.169 D_fake: 0.158 +(epoch: 109, iters: 2472, time: 0.284, data: 0.020) G_GAN: 3.735 G_L1: 6.020 D_real: 0.033 D_fake: 0.077 +(epoch: 109, iters: 2572, time: 0.296, data: 0.017) G_GAN: 4.305 G_L1: 3.991 D_real: 0.057 D_fake: 0.118 +(epoch: 109, iters: 2672, time: 0.413, data: 0.020) G_GAN: 4.655 G_L1: 4.482 D_real: 0.038 D_fake: 0.043 +(epoch: 109, iters: 2772, time: 0.304, data: 0.020) G_GAN: 3.051 G_L1: 3.877 D_real: 0.060 D_fake: 0.780 +(epoch: 109, iters: 2872, time: 0.304, data: 0.021) G_GAN: 3.348 G_L1: 3.147 D_real: 0.080 D_fake: 0.081 +(epoch: 109, iters: 2972, time: 0.297, data: 0.020) G_GAN: 4.842 G_L1: 4.118 D_real: 0.049 D_fake: 0.055 +(epoch: 109, iters: 3072, time: 0.426, data: 0.019) G_GAN: 3.805 G_L1: 3.392 D_real: 0.102 D_fake: 0.084 +(epoch: 109, iters: 3172, time: 0.299, data: 0.019) G_GAN: 3.772 G_L1: 3.682 D_real: 0.009 D_fake: 0.085 +(epoch: 109, iters: 3272, time: 0.299, data: 0.019) G_GAN: 4.015 G_L1: 3.983 D_real: 0.034 D_fake: 0.079 +(epoch: 109, iters: 3372, time: 0.292, data: 0.021) G_GAN: 2.878 G_L1: 3.561 D_real: 0.272 D_fake: 0.125 +(epoch: 109, iters: 3472, time: 0.415, data: 0.019) G_GAN: 3.774 G_L1: 4.523 D_real: 0.085 D_fake: 0.206 +(epoch: 109, iters: 3572, time: 0.292, data: 0.021) G_GAN: 3.837 G_L1: 3.650 D_real: 0.514 D_fake: 0.097 +(epoch: 109, iters: 3672, time: 0.301, data: 0.019) G_GAN: 4.856 G_L1: 3.597 D_real: 0.264 D_fake: 0.043 +(epoch: 109, iters: 3772, time: 0.291, data: 0.022) G_GAN: 4.318 G_L1: 4.024 D_real: 0.058 D_fake: 0.088 +(epoch: 109, iters: 3872, time: 0.404, data: 0.021) G_GAN: 3.545 G_L1: 2.787 D_real: 0.080 D_fake: 0.305 +(epoch: 109, iters: 3972, time: 0.289, data: 0.020) G_GAN: 5.198 G_L1: 11.047 D_real: 0.012 D_fake: 0.023 +(epoch: 109, iters: 4072, time: 0.298, data: 0.019) G_GAN: 3.385 G_L1: 3.962 D_real: 0.002 D_fake: 0.142 +(epoch: 109, iters: 4172, time: 0.298, data: 0.020) G_GAN: 3.880 G_L1: 3.595 D_real: 0.072 D_fake: 0.100 +(epoch: 109, iters: 4272, time: 0.603, data: 0.021) G_GAN: 4.583 G_L1: 3.755 D_real: 0.017 D_fake: 0.043 +(epoch: 109, iters: 4372, time: 0.303, data: 0.020) G_GAN: 4.899 G_L1: 4.787 D_real: 0.045 D_fake: 0.042 +(epoch: 109, iters: 4472, time: 0.287, data: 0.021) G_GAN: 3.999 G_L1: 3.173 D_real: 0.430 D_fake: 0.122 +(epoch: 109, iters: 4572, time: 0.300, data: 0.018) G_GAN: 2.485 G_L1: 2.586 D_real: 0.058 D_fake: 0.457 +(epoch: 109, iters: 4672, time: 0.416, data: 0.021) G_GAN: 3.959 G_L1: 4.581 D_real: 0.004 D_fake: 0.136 +(epoch: 109, iters: 4772, time: 0.302, data: 0.018) G_GAN: 4.211 G_L1: 2.703 D_real: 0.041 D_fake: 0.193 +(epoch: 109, iters: 4872, time: 0.281, data: 0.020) G_GAN: 5.826 G_L1: 6.102 D_real: 0.023 D_fake: 0.028 +(epoch: 109, iters: 4972, time: 0.300, data: 0.018) G_GAN: 2.601 G_L1: 6.544 D_real: 0.638 D_fake: 0.371 +(epoch: 109, iters: 5072, time: 0.408, data: 0.019) G_GAN: 3.199 G_L1: 3.624 D_real: 0.467 D_fake: 0.129 +(epoch: 109, iters: 5172, time: 0.302, data: 0.018) G_GAN: 5.022 G_L1: 3.931 D_real: 0.497 D_fake: 0.082 +(epoch: 109, iters: 5272, time: 0.302, data: 0.020) G_GAN: 3.356 G_L1: 5.107 D_real: 0.005 D_fake: 0.378 +(epoch: 109, iters: 5372, time: 0.304, data: 0.024) G_GAN: 4.215 G_L1: 4.187 D_real: 0.013 D_fake: 0.054 +(epoch: 109, iters: 5472, time: 0.397, data: 0.021) G_GAN: 3.843 G_L1: 2.329 D_real: 0.068 D_fake: 0.058 +(epoch: 109, iters: 5572, time: 0.293, data: 0.018) G_GAN: 5.058 G_L1: 3.063 D_real: 0.013 D_fake: 0.019 +(epoch: 109, iters: 5672, time: 0.290, data: 0.019) G_GAN: 3.785 G_L1: 4.629 D_real: 0.146 D_fake: 0.227 +(epoch: 109, iters: 5772, time: 0.294, data: 0.021) G_GAN: 4.380 G_L1: 3.154 D_real: 0.169 D_fake: 0.106 +(epoch: 109, iters: 5872, time: 0.418, data: 0.017) G_GAN: 3.784 G_L1: 3.049 D_real: 0.227 D_fake: 0.046 +(epoch: 109, iters: 5972, time: 0.273, data: 0.018) G_GAN: 3.346 G_L1: 3.068 D_real: 0.600 D_fake: 0.112 +(epoch: 109, iters: 6072, time: 0.298, data: 0.016) G_GAN: 4.019 G_L1: 6.053 D_real: 0.063 D_fake: 0.083 +(epoch: 109, iters: 6172, time: 0.273, data: 0.018) G_GAN: 5.049 G_L1: 3.858 D_real: 0.018 D_fake: 0.056 +(epoch: 109, iters: 6272, time: 0.650, data: 0.015) G_GAN: 2.651 G_L1: 3.791 D_real: 0.309 D_fake: 0.153 +(epoch: 109, iters: 6372, time: 0.290, data: 0.019) G_GAN: 4.446 G_L1: 4.668 D_real: 0.035 D_fake: 0.093 +(epoch: 109, iters: 6472, time: 0.298, data: 0.020) G_GAN: 3.490 G_L1: 3.718 D_real: 0.003 D_fake: 0.184 +(epoch: 109, iters: 6572, time: 0.296, data: 0.018) G_GAN: 4.046 G_L1: 3.338 D_real: 0.034 D_fake: 0.101 +(epoch: 109, iters: 6672, time: 0.399, data: 0.019) G_GAN: 2.884 G_L1: 2.808 D_real: 0.032 D_fake: 0.227 +(epoch: 109, iters: 6772, time: 0.299, data: 0.018) G_GAN: 3.777 G_L1: 4.354 D_real: 0.462 D_fake: 0.230 +(epoch: 109, iters: 6872, time: 0.291, data: 0.018) G_GAN: 3.348 G_L1: 5.424 D_real: 0.091 D_fake: 0.189 +(epoch: 109, iters: 6972, time: 0.300, data: 0.017) G_GAN: 2.810 G_L1: 3.671 D_real: 0.371 D_fake: 0.207 +(epoch: 109, iters: 7072, time: 0.416, data: 0.019) G_GAN: 3.541 G_L1: 3.537 D_real: 0.278 D_fake: 0.320 +(epoch: 109, iters: 7172, time: 0.290, data: 0.018) G_GAN: 3.559 G_L1: 4.084 D_real: 0.128 D_fake: 0.106 +(epoch: 109, iters: 7272, time: 0.299, data: 0.018) G_GAN: 5.613 G_L1: 4.974 D_real: 0.051 D_fake: 0.020 +(epoch: 109, iters: 7372, time: 0.301, data: 0.018) G_GAN: 3.770 G_L1: 3.711 D_real: 0.011 D_fake: 0.139 +(epoch: 109, iters: 7472, time: 0.429, data: 0.019) G_GAN: 3.739 G_L1: 3.899 D_real: 0.000 D_fake: 0.175 +(epoch: 109, iters: 7572, time: 0.299, data: 0.018) G_GAN: 3.753 G_L1: 5.078 D_real: 0.001 D_fake: 0.124 +(epoch: 109, iters: 7672, time: 0.293, data: 0.019) G_GAN: 5.230 G_L1: 3.311 D_real: 0.035 D_fake: 0.079 +(epoch: 109, iters: 7772, time: 0.295, data: 0.018) G_GAN: 2.455 G_L1: 3.331 D_real: 0.449 D_fake: 0.264 +(epoch: 109, iters: 7872, time: 0.420, data: 0.018) G_GAN: 4.155 G_L1: 4.745 D_real: 0.257 D_fake: 0.063 +(epoch: 109, iters: 7972, time: 0.302, data: 0.017) G_GAN: 4.750 G_L1: 5.475 D_real: 0.264 D_fake: 0.025 +(epoch: 109, iters: 8072, time: 0.302, data: 0.020) G_GAN: 4.211 G_L1: 5.121 D_real: 0.082 D_fake: 0.124 +(epoch: 109, iters: 8172, time: 0.294, data: 0.018) G_GAN: 5.329 G_L1: 3.516 D_real: 0.004 D_fake: 0.043 +(epoch: 109, iters: 8272, time: 0.588, data: 0.020) G_GAN: 3.718 G_L1: 3.539 D_real: 0.006 D_fake: 0.082 +(epoch: 109, iters: 8372, time: 0.303, data: 0.020) G_GAN: 5.093 G_L1: 4.028 D_real: 0.000 D_fake: 0.014 +(epoch: 109, iters: 8472, time: 0.300, data: 0.019) G_GAN: 2.611 G_L1: 5.343 D_real: 0.019 D_fake: 0.294 +(epoch: 109, iters: 8572, time: 0.291, data: 0.020) G_GAN: 4.137 G_L1: 3.563 D_real: 0.104 D_fake: 0.044 +(epoch: 109, iters: 8672, time: 0.408, data: 0.019) G_GAN: 3.921 G_L1: 3.874 D_real: 0.016 D_fake: 0.051 +(epoch: 109, iters: 8772, time: 0.302, data: 0.020) G_GAN: 3.970 G_L1: 2.951 D_real: 0.177 D_fake: 0.048 +(epoch: 109, iters: 8872, time: 0.307, data: 0.019) G_GAN: 5.816 G_L1: 3.609 D_real: 0.063 D_fake: 0.033 +(epoch: 109, iters: 8972, time: 0.288, data: 0.020) G_GAN: 3.957 G_L1: 3.338 D_real: 0.225 D_fake: 0.121 +(epoch: 109, iters: 9072, time: 0.420, data: 0.020) G_GAN: 3.002 G_L1: 3.158 D_real: 0.009 D_fake: 0.246 +(epoch: 109, iters: 9172, time: 0.302, data: 0.018) G_GAN: 4.120 G_L1: 2.535 D_real: 0.293 D_fake: 0.088 +(epoch: 109, iters: 9272, time: 0.300, data: 0.019) G_GAN: 5.241 G_L1: 3.822 D_real: 0.023 D_fake: 0.040 +(epoch: 109, iters: 9372, time: 0.295, data: 0.019) G_GAN: 4.329 G_L1: 2.884 D_real: 0.099 D_fake: 0.069 +(epoch: 109, iters: 9472, time: 0.428, data: 0.020) G_GAN: 4.324 G_L1: 5.801 D_real: 0.070 D_fake: 0.069 +(epoch: 109, iters: 9572, time: 0.302, data: 0.019) G_GAN: 3.451 G_L1: 2.851 D_real: 0.567 D_fake: 0.044 +(epoch: 109, iters: 9672, time: 0.300, data: 0.020) G_GAN: 4.945 G_L1: 4.269 D_real: 0.146 D_fake: 0.027 +(epoch: 109, iters: 9772, time: 0.305, data: 0.019) G_GAN: 3.386 G_L1: 7.357 D_real: 0.011 D_fake: 0.256 +(epoch: 109, iters: 9872, time: 0.421, data: 0.019) G_GAN: 4.016 G_L1: 3.736 D_real: 0.012 D_fake: 0.047 +(epoch: 109, iters: 9972, time: 0.287, data: 0.018) G_GAN: 3.623 G_L1: 5.558 D_real: 0.413 D_fake: 0.112 +(epoch: 109, iters: 10072, time: 0.288, data: 0.017) G_GAN: 3.876 G_L1: 3.098 D_real: 0.057 D_fake: 0.050 +(epoch: 109, iters: 10172, time: 0.305, data: 0.019) G_GAN: 3.516 G_L1: 3.426 D_real: 0.040 D_fake: 0.168 +(epoch: 109, iters: 10272, time: 0.643, data: 0.021) G_GAN: 3.791 G_L1: 4.611 D_real: 0.003 D_fake: 0.068 +(epoch: 109, iters: 10372, time: 0.297, data: 0.019) G_GAN: 6.006 G_L1: 3.307 D_real: 0.158 D_fake: 0.036 +(epoch: 109, iters: 10472, time: 0.306, data: 0.019) G_GAN: 6.072 G_L1: 4.052 D_real: 0.317 D_fake: 0.008 +(epoch: 109, iters: 10572, time: 0.301, data: 0.020) G_GAN: 5.420 G_L1: 4.138 D_real: 0.021 D_fake: 0.103 +(epoch: 109, iters: 10672, time: 0.406, data: 0.019) G_GAN: 4.910 G_L1: 3.289 D_real: 0.006 D_fake: 0.053 +(epoch: 109, iters: 10772, time: 0.305, data: 0.019) G_GAN: 4.293 G_L1: 2.736 D_real: 0.158 D_fake: 0.067 +(epoch: 109, iters: 10872, time: 0.294, data: 0.020) G_GAN: 4.822 G_L1: 4.126 D_real: 0.018 D_fake: 0.086 +(epoch: 109, iters: 10972, time: 0.294, data: 0.018) G_GAN: 4.017 G_L1: 2.810 D_real: 0.047 D_fake: 0.062 +(epoch: 109, iters: 11072, time: 0.403, data: 0.019) G_GAN: 3.667 G_L1: 3.918 D_real: 0.325 D_fake: 0.074 +(epoch: 109, iters: 11172, time: 0.299, data: 0.019) G_GAN: 4.769 G_L1: 5.804 D_real: 0.741 D_fake: 0.015 +(epoch: 109, iters: 11272, time: 0.298, data: 0.020) G_GAN: 4.060 G_L1: 2.395 D_real: 0.017 D_fake: 0.077 +(epoch: 109, iters: 11372, time: 0.298, data: 0.020) G_GAN: 3.612 G_L1: 3.350 D_real: 0.001 D_fake: 0.127 +(epoch: 109, iters: 11472, time: 0.411, data: 0.019) G_GAN: 4.484 G_L1: 4.819 D_real: 0.032 D_fake: 0.121 +(epoch: 109, iters: 11572, time: 0.302, data: 0.018) G_GAN: 4.245 G_L1: 5.248 D_real: 0.072 D_fake: 0.054 +(epoch: 109, iters: 11672, time: 0.303, data: 0.019) G_GAN: 3.507 G_L1: 3.138 D_real: 0.151 D_fake: 0.104 +(epoch: 109, iters: 11772, time: 0.293, data: 0.021) G_GAN: 3.949 G_L1: 4.425 D_real: 0.008 D_fake: 0.076 +(epoch: 109, iters: 11872, time: 0.415, data: 0.020) G_GAN: 3.192 G_L1: 4.464 D_real: 0.040 D_fake: 0.432 +(epoch: 109, iters: 11972, time: 0.299, data: 0.019) G_GAN: 3.249 G_L1: 4.824 D_real: 0.000 D_fake: 0.192 +(epoch: 109, iters: 12072, time: 0.300, data: 0.021) G_GAN: 4.493 G_L1: 3.411 D_real: 0.004 D_fake: 0.043 +(epoch: 109, iters: 12172, time: 0.299, data: 0.018) G_GAN: 4.037 G_L1: 4.270 D_real: 0.019 D_fake: 0.150 +(epoch: 109, iters: 12272, time: 0.651, data: 0.018) G_GAN: 2.608 G_L1: 3.972 D_real: 0.216 D_fake: 0.403 +(epoch: 109, iters: 12372, time: 0.287, data: 0.020) G_GAN: 5.112 G_L1: 3.240 D_real: 0.016 D_fake: 0.077 +(epoch: 109, iters: 12472, time: 0.290, data: 0.019) G_GAN: 3.985 G_L1: 4.985 D_real: 0.294 D_fake: 0.078 +(epoch: 109, iters: 12572, time: 0.303, data: 0.018) G_GAN: 3.804 G_L1: 4.804 D_real: 0.077 D_fake: 0.079 +(epoch: 109, iters: 12672, time: 0.412, data: 0.020) G_GAN: 2.971 G_L1: 3.622 D_real: 0.101 D_fake: 0.114 +(epoch: 109, iters: 12772, time: 0.309, data: 0.019) G_GAN: 2.860 G_L1: 2.913 D_real: 0.032 D_fake: 0.138 +(epoch: 109, iters: 12872, time: 0.302, data: 0.020) G_GAN: 3.504 G_L1: 2.784 D_real: 0.147 D_fake: 0.223 +(epoch: 109, iters: 12972, time: 0.296, data: 0.020) G_GAN: 3.805 G_L1: 3.416 D_real: 0.103 D_fake: 0.102 +(epoch: 109, iters: 13072, time: 0.416, data: 0.018) G_GAN: 4.660 G_L1: 4.274 D_real: 0.001 D_fake: 0.031 +(epoch: 109, iters: 13172, time: 0.301, data: 0.020) G_GAN: 2.836 G_L1: 3.500 D_real: 0.203 D_fake: 0.159 +(epoch: 109, iters: 13272, time: 0.297, data: 0.019) G_GAN: 3.695 G_L1: 3.278 D_real: 0.163 D_fake: 0.135 +(epoch: 109, iters: 13372, time: 0.295, data: 0.020) G_GAN: 4.801 G_L1: 3.015 D_real: 0.210 D_fake: 0.018 +(epoch: 109, iters: 13472, time: 0.372, data: 0.023) G_GAN: 3.565 G_L1: 4.347 D_real: 0.086 D_fake: 0.212 +(epoch: 109, iters: 13572, time: 0.280, data: 0.018) G_GAN: 4.285 G_L1: 3.706 D_real: 0.074 D_fake: 0.125 +(epoch: 109, iters: 13672, time: 0.297, data: 0.019) G_GAN: 4.208 G_L1: 3.092 D_real: 0.395 D_fake: 0.044 +(epoch: 109, iters: 13772, time: 0.304, data: 0.019) G_GAN: 3.157 G_L1: 3.008 D_real: 0.154 D_fake: 0.120 +(epoch: 109, iters: 13872, time: 0.409, data: 0.023) G_GAN: 6.636 G_L1: 4.602 D_real: 0.043 D_fake: 0.160 +(epoch: 109, iters: 13972, time: 0.305, data: 0.019) G_GAN: 3.759 G_L1: 3.166 D_real: 0.032 D_fake: 0.060 +(epoch: 109, iters: 14072, time: 0.304, data: 0.018) G_GAN: 3.410 G_L1: 3.192 D_real: 0.116 D_fake: 0.104 +(epoch: 109, iters: 14172, time: 0.303, data: 0.019) G_GAN: 4.608 G_L1: 3.051 D_real: 0.518 D_fake: 0.031 +(epoch: 109, iters: 14272, time: 0.655, data: 0.019) G_GAN: 3.457 G_L1: 3.778 D_real: 0.010 D_fake: 0.636 +(epoch: 109, iters: 14372, time: 0.291, data: 0.020) G_GAN: 4.372 G_L1: 3.755 D_real: 0.255 D_fake: 0.045 +(epoch: 109, iters: 14472, time: 0.295, data: 0.018) G_GAN: 4.794 G_L1: 3.165 D_real: 0.067 D_fake: 0.032 +(epoch: 109, iters: 14572, time: 0.287, data: 0.022) G_GAN: 5.072 G_L1: 3.458 D_real: 0.438 D_fake: 0.059 +(epoch: 109, iters: 14672, time: 0.384, data: 0.018) G_GAN: 3.893 G_L1: 4.799 D_real: 0.197 D_fake: 0.122 +(epoch: 109, iters: 14772, time: 0.296, data: 0.020) G_GAN: 4.762 G_L1: 3.509 D_real: 0.048 D_fake: 0.123 +(epoch: 109, iters: 14872, time: 0.300, data: 0.021) G_GAN: 3.522 G_L1: 4.074 D_real: 0.056 D_fake: 0.099 +(epoch: 109, iters: 14972, time: 0.297, data: 0.021) G_GAN: 4.014 G_L1: 3.798 D_real: 0.335 D_fake: 0.059 +(epoch: 109, iters: 15072, time: 0.406, data: 0.021) G_GAN: 4.276 G_L1: 9.602 D_real: 0.021 D_fake: 0.190 +(epoch: 109, iters: 15172, time: 0.303, data: 0.020) G_GAN: 4.253 G_L1: 3.735 D_real: 0.234 D_fake: 0.068 +(epoch: 109, iters: 15272, time: 0.291, data: 0.019) G_GAN: 2.554 G_L1: 3.235 D_real: 0.260 D_fake: 0.161 +(epoch: 109, iters: 15372, time: 0.299, data: 0.018) G_GAN: 4.220 G_L1: 2.769 D_real: 0.056 D_fake: 0.111 +(epoch: 109, iters: 15472, time: 0.412, data: 0.019) G_GAN: 5.270 G_L1: 4.885 D_real: 0.018 D_fake: 0.063 +(epoch: 109, iters: 15572, time: 0.301, data: 0.018) G_GAN: 5.067 G_L1: 3.846 D_real: 0.118 D_fake: 0.047 +(epoch: 109, iters: 15672, time: 0.292, data: 0.018) G_GAN: 4.643 G_L1: 4.252 D_real: 0.129 D_fake: 0.047 +(epoch: 109, iters: 15772, time: 0.286, data: 0.017) G_GAN: 3.309 G_L1: 4.069 D_real: 0.070 D_fake: 0.132 +(epoch: 109, iters: 15872, time: 0.410, data: 0.017) G_GAN: 4.470 G_L1: 3.480 D_real: 0.247 D_fake: 0.041 +(epoch: 109, iters: 15972, time: 0.302, data: 0.018) G_GAN: 6.456 G_L1: 7.128 D_real: 0.006 D_fake: 0.072 +(epoch: 109, iters: 16072, time: 0.302, data: 0.019) G_GAN: 4.098 G_L1: 3.639 D_real: 0.039 D_fake: 0.090 +(epoch: 109, iters: 16172, time: 0.284, data: 0.019) G_GAN: 3.930 G_L1: 3.873 D_real: 0.269 D_fake: 0.063 +(epoch: 109, iters: 16272, time: 0.612, data: 0.020) G_GAN: 3.620 G_L1: 2.331 D_real: 0.612 D_fake: 0.151 +(epoch: 109, iters: 16372, time: 0.294, data: 0.020) G_GAN: 4.453 G_L1: 4.073 D_real: 0.016 D_fake: 0.063 +(epoch: 109, iters: 16472, time: 0.297, data: 0.016) G_GAN: 3.932 G_L1: 4.285 D_real: 0.599 D_fake: 0.063 +(epoch: 109, iters: 16572, time: 0.299, data: 0.018) G_GAN: 3.909 G_L1: 3.112 D_real: 0.130 D_fake: 0.041 +(epoch: 109, iters: 16672, time: 0.412, data: 0.019) G_GAN: 4.071 G_L1: 4.375 D_real: 0.058 D_fake: 0.158 +(epoch: 109, iters: 16772, time: 0.299, data: 0.020) G_GAN: 5.231 G_L1: 3.501 D_real: 0.709 D_fake: 0.011 +(epoch: 109, iters: 16872, time: 0.295, data: 0.019) G_GAN: 2.762 G_L1: 3.527 D_real: 0.153 D_fake: 0.190 +(epoch: 109, iters: 16972, time: 0.307, data: 0.019) G_GAN: 3.716 G_L1: 4.597 D_real: 0.219 D_fake: 0.098 +(epoch: 109, iters: 17072, time: 0.412, data: 0.019) G_GAN: 3.350 G_L1: 3.912 D_real: 0.011 D_fake: 0.185 +(epoch: 109, iters: 17172, time: 0.301, data: 0.021) G_GAN: 4.428 G_L1: 4.725 D_real: 0.022 D_fake: 0.079 +(epoch: 109, iters: 17272, time: 0.294, data: 0.020) G_GAN: 4.268 G_L1: 3.527 D_real: 0.104 D_fake: 0.083 +(epoch: 109, iters: 17372, time: 0.301, data: 0.020) G_GAN: 4.115 G_L1: 2.791 D_real: 0.026 D_fake: 0.047 +(epoch: 109, iters: 17472, time: 0.403, data: 0.019) G_GAN: 3.084 G_L1: 3.072 D_real: 0.244 D_fake: 0.091 +(epoch: 109, iters: 17572, time: 0.307, data: 0.018) G_GAN: 3.339 G_L1: 2.986 D_real: 0.194 D_fake: 0.160 +(epoch: 109, iters: 17672, time: 0.305, data: 0.021) G_GAN: 3.698 G_L1: 3.273 D_real: 0.186 D_fake: 0.095 +(epoch: 109, iters: 17772, time: 0.304, data: 0.020) G_GAN: 3.792 G_L1: 2.606 D_real: 0.032 D_fake: 0.102 +(epoch: 109, iters: 17872, time: 0.418, data: 0.019) G_GAN: 3.637 G_L1: 4.018 D_real: 0.297 D_fake: 0.064 +(epoch: 109, iters: 17972, time: 0.296, data: 0.021) G_GAN: 3.406 G_L1: 4.393 D_real: 0.028 D_fake: 0.113 +(epoch: 109, iters: 18072, time: 0.304, data: 0.019) G_GAN: 2.417 G_L1: 3.762 D_real: 0.139 D_fake: 0.273 +(epoch: 109, iters: 18172, time: 0.295, data: 0.019) G_GAN: 5.177 G_L1: 4.289 D_real: 0.032 D_fake: 0.067 +(epoch: 109, iters: 18272, time: 0.650, data: 0.021) G_GAN: 5.444 G_L1: 3.161 D_real: 0.104 D_fake: 0.015 +(epoch: 109, iters: 18372, time: 0.300, data: 0.020) G_GAN: 2.920 G_L1: 3.261 D_real: 0.145 D_fake: 0.297 +(epoch: 109, iters: 18472, time: 0.303, data: 0.020) G_GAN: 3.194 G_L1: 3.759 D_real: 0.019 D_fake: 0.105 +(epoch: 109, iters: 18572, time: 0.292, data: 0.022) G_GAN: 3.381 G_L1: 3.742 D_real: 0.125 D_fake: 0.175 +(epoch: 109, iters: 18672, time: 0.382, data: 0.020) G_GAN: 3.471 G_L1: 2.564 D_real: 0.154 D_fake: 0.088 +(epoch: 109, iters: 18772, time: 0.298, data: 0.018) G_GAN: 3.153 G_L1: 2.928 D_real: 0.222 D_fake: 0.090 +(epoch: 109, iters: 18872, time: 0.292, data: 0.016) G_GAN: 4.296 G_L1: 4.698 D_real: 0.006 D_fake: 0.057 +(epoch: 109, iters: 18972, time: 0.296, data: 0.019) G_GAN: 4.596 G_L1: 5.057 D_real: 0.055 D_fake: 0.110 +(epoch: 109, iters: 19072, time: 0.406, data: 0.019) G_GAN: 2.674 G_L1: 4.245 D_real: 0.275 D_fake: 0.309 +(epoch: 109, iters: 19172, time: 0.301, data: 0.016) G_GAN: 2.777 G_L1: 3.710 D_real: 0.205 D_fake: 0.257 +(epoch: 109, iters: 19272, time: 0.289, data: 0.019) G_GAN: 2.673 G_L1: 3.411 D_real: 0.279 D_fake: 0.260 +(epoch: 109, iters: 19372, time: 0.297, data: 0.020) G_GAN: 3.116 G_L1: 3.539 D_real: 0.241 D_fake: 0.154 +(epoch: 109, iters: 19472, time: 0.418, data: 0.020) G_GAN: 3.747 G_L1: 2.572 D_real: 0.234 D_fake: 0.082 +(epoch: 109, iters: 19572, time: 0.304, data: 0.018) G_GAN: 4.972 G_L1: 3.271 D_real: 0.032 D_fake: 0.057 +(epoch: 109, iters: 19672, time: 0.282, data: 0.018) G_GAN: 4.148 G_L1: 3.661 D_real: 0.001 D_fake: 0.076 +(epoch: 109, iters: 19772, time: 0.295, data: 0.020) G_GAN: 3.346 G_L1: 4.249 D_real: 0.000 D_fake: 0.277 +(epoch: 109, iters: 19872, time: 0.387, data: 0.021) G_GAN: 3.287 G_L1: 5.404 D_real: 0.171 D_fake: 0.275 +(epoch: 109, iters: 19972, time: 0.288, data: 0.019) G_GAN: 3.251 G_L1: 3.879 D_real: 0.485 D_fake: 0.093 +(epoch: 109, iters: 20072, time: 0.290, data: 0.017) G_GAN: 3.453 G_L1: 3.652 D_real: 0.048 D_fake: 0.102 +(epoch: 109, iters: 20172, time: 0.301, data: 0.019) G_GAN: 4.121 G_L1: 5.422 D_real: 0.066 D_fake: 0.061 +(epoch: 109, iters: 20272, time: 0.638, data: 0.020) G_GAN: 3.706 G_L1: 3.136 D_real: 0.061 D_fake: 0.201 +(epoch: 109, iters: 20372, time: 0.286, data: 0.021) G_GAN: 3.441 G_L1: 3.223 D_real: 0.316 D_fake: 0.103 +(epoch: 109, iters: 20472, time: 0.295, data: 0.019) G_GAN: 3.968 G_L1: 3.288 D_real: 0.239 D_fake: 0.064 +(epoch: 109, iters: 20572, time: 0.279, data: 0.018) G_GAN: 4.648 G_L1: 3.161 D_real: 0.011 D_fake: 0.225 +(epoch: 109, iters: 20672, time: 0.391, data: 0.017) G_GAN: 3.234 G_L1: 3.710 D_real: 0.204 D_fake: 0.188 +(epoch: 109, iters: 20772, time: 0.301, data: 0.017) G_GAN: 4.319 G_L1: 3.978 D_real: 0.009 D_fake: 0.063 +(epoch: 109, iters: 20872, time: 0.302, data: 0.020) G_GAN: 3.109 G_L1: 2.838 D_real: 0.884 D_fake: 0.107 +(epoch: 109, iters: 20972, time: 0.305, data: 0.022) G_GAN: 4.042 G_L1: 4.252 D_real: 0.209 D_fake: 0.069 +(epoch: 109, iters: 21072, time: 0.401, data: 0.021) G_GAN: 3.787 G_L1: 3.509 D_real: 0.025 D_fake: 0.113 +(epoch: 109, iters: 21172, time: 0.300, data: 0.017) G_GAN: 2.947 G_L1: 3.247 D_real: 0.008 D_fake: 0.179 +(epoch: 109, iters: 21272, time: 0.288, data: 0.020) G_GAN: 3.520 G_L1: 2.841 D_real: 0.079 D_fake: 0.103 +(epoch: 109, iters: 21372, time: 0.305, data: 0.018) G_GAN: 2.752 G_L1: 3.275 D_real: 0.025 D_fake: 0.280 +(epoch: 109, iters: 21472, time: 0.410, data: 0.020) G_GAN: 5.510 G_L1: 3.920 D_real: 0.071 D_fake: 0.014 +(epoch: 109, iters: 21572, time: 0.302, data: 0.018) G_GAN: 4.620 G_L1: 3.270 D_real: 0.120 D_fake: 0.046 +(epoch: 109, iters: 21672, time: 0.294, data: 0.019) G_GAN: 3.774 G_L1: 3.849 D_real: 0.443 D_fake: 0.080 +(epoch: 109, iters: 21772, time: 0.300, data: 0.020) G_GAN: 4.173 G_L1: 3.034 D_real: 0.155 D_fake: 0.042 +(epoch: 109, iters: 21872, time: 0.410, data: 0.019) G_GAN: 5.301 G_L1: 5.038 D_real: 0.001 D_fake: 0.041 +(epoch: 109, iters: 21972, time: 0.299, data: 0.019) G_GAN: 4.353 G_L1: 3.297 D_real: 0.120 D_fake: 0.364 +(epoch: 109, iters: 22072, time: 0.299, data: 0.018) G_GAN: 4.686 G_L1: 2.709 D_real: 0.028 D_fake: 0.030 +(epoch: 109, iters: 22172, time: 0.298, data: 0.020) G_GAN: 3.761 G_L1: 4.496 D_real: 0.080 D_fake: 0.103 +(epoch: 109, iters: 22272, time: 0.663, data: 0.017) G_GAN: 4.034 G_L1: 3.867 D_real: 0.013 D_fake: 0.058 +(epoch: 109, iters: 22372, time: 0.299, data: 0.019) G_GAN: 3.658 G_L1: 2.343 D_real: 0.137 D_fake: 0.094 +(epoch: 109, iters: 22472, time: 0.299, data: 0.022) G_GAN: 4.348 G_L1: 3.697 D_real: 0.875 D_fake: 0.117 +(epoch: 109, iters: 22572, time: 0.290, data: 0.019) G_GAN: 3.528 G_L1: 4.444 D_real: 0.082 D_fake: 0.187 +(epoch: 109, iters: 22672, time: 0.405, data: 0.019) G_GAN: 3.918 G_L1: 4.441 D_real: 0.008 D_fake: 0.080 +(epoch: 109, iters: 22772, time: 0.302, data: 0.019) G_GAN: 4.361 G_L1: 3.420 D_real: 0.021 D_fake: 0.071 +(epoch: 109, iters: 22872, time: 0.296, data: 0.019) G_GAN: 3.270 G_L1: 5.060 D_real: 0.175 D_fake: 0.176 +(epoch: 109, iters: 22972, time: 0.295, data: 0.019) G_GAN: 5.017 G_L1: 3.033 D_real: 0.284 D_fake: 0.037 +(epoch: 109, iters: 23072, time: 0.405, data: 0.018) G_GAN: 4.109 G_L1: 6.410 D_real: 0.067 D_fake: 0.070 +(epoch: 109, iters: 23172, time: 0.305, data: 0.020) G_GAN: 4.846 G_L1: 4.022 D_real: 0.056 D_fake: 0.043 +(epoch: 109, iters: 23272, time: 0.296, data: 0.018) G_GAN: 4.154 G_L1: 3.928 D_real: 0.061 D_fake: 0.066 +(epoch: 109, iters: 23372, time: 0.294, data: 0.019) G_GAN: 5.162 G_L1: 4.644 D_real: 0.020 D_fake: 0.017 +(epoch: 109, iters: 23472, time: 0.415, data: 0.019) G_GAN: 2.632 G_L1: 2.911 D_real: 0.082 D_fake: 0.205 +(epoch: 109, iters: 23572, time: 0.291, data: 0.022) G_GAN: 4.291 G_L1: 3.094 D_real: 0.064 D_fake: 0.046 +(epoch: 109, iters: 23672, time: 0.278, data: 0.020) G_GAN: 4.477 G_L1: 3.665 D_real: 0.003 D_fake: 0.096 +(epoch: 109, iters: 23772, time: 0.287, data: 0.016) G_GAN: 3.340 G_L1: 3.132 D_real: 0.266 D_fake: 0.133 +(epoch: 109, iters: 23872, time: 0.420, data: 0.018) G_GAN: 3.172 G_L1: 3.367 D_real: 0.190 D_fake: 0.100 +(epoch: 109, iters: 23972, time: 0.297, data: 0.020) G_GAN: 4.538 G_L1: 3.384 D_real: 0.050 D_fake: 0.068 +(epoch: 109, iters: 24072, time: 0.302, data: 0.020) G_GAN: 3.981 G_L1: 3.132 D_real: 0.381 D_fake: 0.113 +(epoch: 109, iters: 24172, time: 0.292, data: 0.019) G_GAN: 5.711 G_L1: 4.769 D_real: 0.336 D_fake: 0.017 +(epoch: 109, iters: 24272, time: 0.673, data: 0.019) G_GAN: 4.145 G_L1: 5.260 D_real: 0.037 D_fake: 0.073 +(epoch: 109, iters: 24372, time: 0.300, data: 0.019) G_GAN: 4.221 G_L1: 3.466 D_real: 0.029 D_fake: 0.078 +(epoch: 109, iters: 24472, time: 0.284, data: 0.020) G_GAN: 3.709 G_L1: 4.009 D_real: 0.001 D_fake: 0.108 +(epoch: 109, iters: 24572, time: 0.302, data: 0.016) G_GAN: 4.590 G_L1: 4.160 D_real: 0.004 D_fake: 0.050 +(epoch: 109, iters: 24672, time: 0.422, data: 0.022) G_GAN: 4.867 G_L1: 4.618 D_real: 0.000 D_fake: 0.078 +(epoch: 109, iters: 24772, time: 0.297, data: 0.020) G_GAN: 5.347 G_L1: 5.436 D_real: 0.042 D_fake: 0.020 +(epoch: 109, iters: 24872, time: 0.296, data: 0.019) G_GAN: 5.084 G_L1: 4.173 D_real: 0.072 D_fake: 0.049 +(epoch: 109, iters: 24972, time: 0.301, data: 0.019) G_GAN: 3.791 G_L1: 3.541 D_real: 0.017 D_fake: 0.081 +(epoch: 109, iters: 25072, time: 0.410, data: 0.019) G_GAN: 4.976 G_L1: 4.565 D_real: 0.040 D_fake: 0.075 +(epoch: 109, iters: 25172, time: 0.272, data: 0.017) G_GAN: 4.251 G_L1: 4.135 D_real: 0.038 D_fake: 0.121 +(epoch: 109, iters: 25272, time: 0.285, data: 0.018) G_GAN: 3.744 G_L1: 4.169 D_real: 0.024 D_fake: 0.126 +(epoch: 109, iters: 25372, time: 0.298, data: 0.017) G_GAN: 4.469 G_L1: 3.494 D_real: 0.092 D_fake: 0.080 +(epoch: 109, iters: 25472, time: 0.419, data: 0.018) G_GAN: 4.348 G_L1: 4.240 D_real: 0.305 D_fake: 0.060 +(epoch: 109, iters: 25572, time: 0.288, data: 0.018) G_GAN: 3.719 G_L1: 4.473 D_real: 0.223 D_fake: 0.073 +(epoch: 109, iters: 25672, time: 0.298, data: 0.020) G_GAN: 4.103 G_L1: 3.230 D_real: 0.020 D_fake: 0.058 +(epoch: 109, iters: 25772, time: 0.298, data: 0.020) G_GAN: 4.442 G_L1: 4.873 D_real: 0.068 D_fake: 0.051 +(epoch: 109, iters: 25872, time: 0.413, data: 0.017) G_GAN: 6.316 G_L1: 3.845 D_real: 0.013 D_fake: 0.103 +(epoch: 109, iters: 25972, time: 0.301, data: 0.018) G_GAN: 4.871 G_L1: 3.866 D_real: 0.179 D_fake: 0.028 +(epoch: 109, iters: 26072, time: 0.288, data: 0.019) G_GAN: 5.307 G_L1: 4.419 D_real: 0.111 D_fake: 0.016 +(epoch: 109, iters: 26172, time: 0.294, data: 0.018) G_GAN: 4.183 G_L1: 3.149 D_real: 0.153 D_fake: 0.079 +(epoch: 109, iters: 26272, time: 0.598, data: 0.018) G_GAN: 4.720 G_L1: 2.230 D_real: 0.117 D_fake: 0.028 +(epoch: 109, iters: 26372, time: 0.291, data: 0.016) G_GAN: 2.738 G_L1: 2.544 D_real: 0.509 D_fake: 0.132 +(epoch: 109, iters: 26472, time: 0.296, data: 0.018) G_GAN: 4.113 G_L1: 4.536 D_real: 0.233 D_fake: 0.133 +(epoch: 109, iters: 26572, time: 0.290, data: 0.016) G_GAN: 5.120 G_L1: 7.533 D_real: 0.047 D_fake: 0.052 +(epoch: 109, iters: 26672, time: 0.377, data: 0.017) G_GAN: 5.176 G_L1: 3.024 D_real: 0.146 D_fake: 0.023 +(epoch: 109, iters: 26772, time: 0.294, data: 0.018) G_GAN: 4.647 G_L1: 3.991 D_real: 0.000 D_fake: 0.031 +(epoch: 109, iters: 26872, time: 0.294, data: 0.018) G_GAN: 5.470 G_L1: 3.412 D_real: 0.122 D_fake: 0.009 +(epoch: 109, iters: 26972, time: 0.284, data: 0.019) G_GAN: 6.816 G_L1: 4.216 D_real: 0.000 D_fake: 0.008 +(epoch: 109, iters: 27072, time: 0.413, data: 0.019) G_GAN: 4.671 G_L1: 3.374 D_real: 0.001 D_fake: 0.039 +(epoch: 109, iters: 27172, time: 0.293, data: 0.019) G_GAN: 3.822 G_L1: 4.528 D_real: 0.183 D_fake: 0.094 +(epoch: 109, iters: 27272, time: 0.296, data: 0.018) G_GAN: 5.354 G_L1: 3.033 D_real: 0.109 D_fake: 0.071 +(epoch: 109, iters: 27372, time: 0.294, data: 0.018) G_GAN: 4.236 G_L1: 3.568 D_real: 0.009 D_fake: 0.044 +(epoch: 109, iters: 27472, time: 0.377, data: 0.018) G_GAN: 5.435 G_L1: 2.455 D_real: 0.008 D_fake: 0.016 +(epoch: 109, iters: 27572, time: 0.286, data: 0.018) G_GAN: 5.168 G_L1: 3.520 D_real: 0.223 D_fake: 0.022 +(epoch: 109, iters: 27672, time: 0.297, data: 0.016) G_GAN: 3.948 G_L1: 3.226 D_real: 0.634 D_fake: 0.103 +(epoch: 109, iters: 27772, time: 0.292, data: 0.019) G_GAN: 5.894 G_L1: 4.680 D_real: 0.000 D_fake: 0.018 +(epoch: 109, iters: 27872, time: 0.414, data: 0.017) G_GAN: 5.362 G_L1: 3.822 D_real: 0.078 D_fake: 0.019 +(epoch: 109, iters: 27972, time: 0.293, data: 0.018) G_GAN: 3.573 G_L1: 3.175 D_real: 0.356 D_fake: 0.059 +(epoch: 109, iters: 28072, time: 0.292, data: 0.018) G_GAN: 5.271 G_L1: 4.375 D_real: 0.008 D_fake: 0.014 +(epoch: 109, iters: 28172, time: 0.277, data: 0.018) G_GAN: 5.827 G_L1: 4.225 D_real: 0.012 D_fake: 0.025 +(epoch: 109, iters: 28272, time: 0.679, data: 0.016) G_GAN: 4.200 G_L1: 4.448 D_real: 0.046 D_fake: 0.061 +(epoch: 109, iters: 28372, time: 0.287, data: 0.019) G_GAN: 5.185 G_L1: 4.748 D_real: 0.021 D_fake: 0.037 +(epoch: 109, iters: 28472, time: 0.290, data: 0.017) G_GAN: 4.024 G_L1: 3.481 D_real: 0.120 D_fake: 0.070 +(epoch: 109, iters: 28572, time: 0.289, data: 0.019) G_GAN: 4.514 G_L1: 3.664 D_real: 0.036 D_fake: 0.120 +(epoch: 109, iters: 28672, time: 0.385, data: 0.021) G_GAN: 4.618 G_L1: 3.375 D_real: 0.077 D_fake: 0.054 +(epoch: 109, iters: 28772, time: 0.293, data: 0.017) G_GAN: 4.252 G_L1: 3.419 D_real: 0.216 D_fake: 0.052 +(epoch: 109, iters: 28872, time: 0.299, data: 0.016) G_GAN: 7.157 G_L1: 7.528 D_real: 0.377 D_fake: 0.035 +(epoch: 109, iters: 28972, time: 0.287, data: 0.019) G_GAN: 3.246 G_L1: 2.619 D_real: 0.285 D_fake: 0.238 +(epoch: 109, iters: 29072, time: 0.390, data: 0.018) G_GAN: 5.399 G_L1: 5.568 D_real: 0.023 D_fake: 0.032 +(epoch: 109, iters: 29172, time: 0.290, data: 0.016) G_GAN: 3.451 G_L1: 2.723 D_real: 0.062 D_fake: 0.250 +(epoch: 109, iters: 29272, time: 0.305, data: 0.018) G_GAN: 4.533 G_L1: 5.085 D_real: 0.008 D_fake: 0.039 +(epoch: 109, iters: 29372, time: 0.293, data: 0.023) G_GAN: 4.625 G_L1: 4.055 D_real: 0.060 D_fake: 0.044 +(epoch: 109, iters: 29472, time: 0.420, data: 0.020) G_GAN: 4.954 G_L1: 10.802 D_real: 0.009 D_fake: 0.050 +(epoch: 109, iters: 29572, time: 0.298, data: 0.020) G_GAN: 4.897 G_L1: 4.080 D_real: 0.006 D_fake: 0.088 +(epoch: 109, iters: 29672, time: 0.294, data: 0.019) G_GAN: 4.942 G_L1: 3.159 D_real: 0.334 D_fake: 0.050 +(epoch: 109, iters: 29772, time: 0.300, data: 0.019) G_GAN: 4.823 G_L1: 2.842 D_real: 0.578 D_fake: 0.040 +(epoch: 109, iters: 29872, time: 0.421, data: 0.019) G_GAN: 3.801 G_L1: 4.350 D_real: 0.227 D_fake: 0.102 +(epoch: 109, iters: 29972, time: 0.292, data: 0.021) G_GAN: 5.583 G_L1: 4.198 D_real: 0.139 D_fake: 0.043 +(epoch: 109, iters: 30072, time: 0.303, data: 0.020) G_GAN: 5.867 G_L1: 4.786 D_real: 0.003 D_fake: 0.018 +(epoch: 109, iters: 30172, time: 0.288, data: 0.019) G_GAN: 4.815 G_L1: 3.893 D_real: 0.046 D_fake: 0.057 +(epoch: 109, iters: 30272, time: 0.677, data: 0.019) G_GAN: 5.263 G_L1: 4.317 D_real: 0.317 D_fake: 0.029 +(epoch: 109, iters: 30372, time: 0.264, data: 0.018) G_GAN: 3.687 G_L1: 4.168 D_real: 0.004 D_fake: 0.140 +(epoch: 109, iters: 30472, time: 0.276, data: 0.015) G_GAN: 5.404 G_L1: 6.038 D_real: 0.138 D_fake: 0.028 +(epoch: 109, iters: 30572, time: 0.253, data: 0.015) G_GAN: 3.513 G_L1: 4.231 D_real: 0.066 D_fake: 0.114 +(epoch: 109, iters: 30672, time: 0.376, data: 0.014) G_GAN: 3.537 G_L1: 4.393 D_real: 0.021 D_fake: 0.113 +(epoch: 109, iters: 30772, time: 0.295, data: 0.017) G_GAN: 3.757 G_L1: 5.133 D_real: 0.137 D_fake: 0.101 +(epoch: 109, iters: 30872, time: 0.271, data: 0.019) G_GAN: 4.766 G_L1: 3.771 D_real: 0.203 D_fake: 0.022 +(epoch: 109, iters: 30972, time: 0.297, data: 0.017) G_GAN: 4.999 G_L1: 3.376 D_real: 0.052 D_fake: 0.064 +(epoch: 109, iters: 31072, time: 0.413, data: 0.020) G_GAN: 3.264 G_L1: 4.720 D_real: 0.021 D_fake: 0.138 +(epoch: 109, iters: 31172, time: 0.295, data: 0.020) G_GAN: 2.559 G_L1: 4.086 D_real: 0.416 D_fake: 0.381 +(epoch: 109, iters: 31272, time: 0.307, data: 0.017) G_GAN: 3.680 G_L1: 5.121 D_real: 0.001 D_fake: 0.290 +(epoch: 109, iters: 31372, time: 0.303, data: 0.019) G_GAN: 5.235 G_L1: 5.792 D_real: 0.589 D_fake: 0.019 +(epoch: 109, iters: 31472, time: 0.390, data: 0.021) G_GAN: 4.720 G_L1: 4.209 D_real: 0.212 D_fake: 0.056 +(epoch: 109, iters: 31572, time: 0.300, data: 0.020) G_GAN: 4.243 G_L1: 3.034 D_real: 0.029 D_fake: 0.120 +(epoch: 109, iters: 31672, time: 0.287, data: 0.022) G_GAN: 6.121 G_L1: 5.462 D_real: 0.093 D_fake: 0.041 +(epoch: 109, iters: 31772, time: 0.294, data: 0.019) G_GAN: 5.585 G_L1: 6.081 D_real: 0.120 D_fake: 0.016 +(epoch: 109, iters: 31872, time: 0.400, data: 0.021) G_GAN: 4.893 G_L1: 3.929 D_real: 0.203 D_fake: 0.028 +(epoch: 109, iters: 31972, time: 0.290, data: 0.020) G_GAN: 3.943 G_L1: 3.665 D_real: 0.240 D_fake: 0.068 +(epoch: 109, iters: 32072, time: 0.294, data: 0.020) G_GAN: 5.590 G_L1: 8.140 D_real: 0.001 D_fake: 0.038 +(epoch: 109, iters: 32172, time: 0.290, data: 0.021) G_GAN: 3.448 G_L1: 3.544 D_real: 0.008 D_fake: 0.111 +(epoch: 109, iters: 32272, time: 0.658, data: 0.018) G_GAN: 3.271 G_L1: 3.767 D_real: 0.027 D_fake: 0.251 +(epoch: 109, iters: 32372, time: 0.294, data: 0.020) G_GAN: 2.871 G_L1: 2.561 D_real: 0.083 D_fake: 0.360 +(epoch: 109, iters: 32472, time: 0.276, data: 0.023) G_GAN: 3.888 G_L1: 4.450 D_real: 0.187 D_fake: 0.099 +(epoch: 109, iters: 32572, time: 0.287, data: 0.015) G_GAN: 4.970 G_L1: 5.447 D_real: 0.132 D_fake: 0.043 +(epoch: 109, iters: 32672, time: 0.414, data: 0.019) G_GAN: 4.015 G_L1: 4.162 D_real: 0.031 D_fake: 0.149 +(epoch: 109, iters: 32772, time: 0.282, data: 0.018) G_GAN: 3.082 G_L1: 4.467 D_real: 0.020 D_fake: 0.139 +(epoch: 109, iters: 32872, time: 0.296, data: 0.017) G_GAN: 3.156 G_L1: 3.532 D_real: 0.243 D_fake: 0.095 +(epoch: 109, iters: 32972, time: 0.294, data: 0.018) G_GAN: 3.159 G_L1: 2.888 D_real: 0.043 D_fake: 0.126 +(epoch: 109, iters: 33072, time: 0.387, data: 0.018) G_GAN: 3.808 G_L1: 3.766 D_real: 0.016 D_fake: 0.311 +(epoch: 109, iters: 33172, time: 0.271, data: 0.018) G_GAN: 3.681 G_L1: 4.109 D_real: 0.007 D_fake: 0.113 +(epoch: 109, iters: 33272, time: 0.296, data: 0.017) G_GAN: 4.465 G_L1: 2.907 D_real: 0.014 D_fake: 0.042 +(epoch: 109, iters: 33372, time: 0.294, data: 0.019) G_GAN: 4.879 G_L1: 5.093 D_real: 0.132 D_fake: 0.042 +(epoch: 109, iters: 33472, time: 0.418, data: 0.018) G_GAN: 3.429 G_L1: 2.593 D_real: 0.358 D_fake: 0.122 +(epoch: 109, iters: 33572, time: 0.303, data: 0.022) G_GAN: 4.933 G_L1: 3.094 D_real: 0.032 D_fake: 0.042 +(epoch: 109, iters: 33672, time: 0.307, data: 0.019) G_GAN: 4.741 G_L1: 3.506 D_real: 0.125 D_fake: 0.132 +(epoch: 109, iters: 33772, time: 0.306, data: 0.020) G_GAN: 4.436 G_L1: 4.277 D_real: 0.272 D_fake: 0.031 +(epoch: 109, iters: 33872, time: 0.426, data: 0.022) G_GAN: 4.123 G_L1: 3.773 D_real: 0.125 D_fake: 0.052 +(epoch: 109, iters: 33972, time: 0.303, data: 0.019) G_GAN: 2.846 G_L1: 4.066 D_real: 0.074 D_fake: 0.206 +(epoch: 109, iters: 34072, time: 0.299, data: 0.021) G_GAN: 3.847 G_L1: 2.899 D_real: 0.047 D_fake: 0.077 +(epoch: 109, iters: 34172, time: 0.289, data: 0.020) G_GAN: 3.840 G_L1: 4.374 D_real: 0.028 D_fake: 0.086 +(epoch: 109, iters: 34272, time: 0.662, data: 0.018) G_GAN: 3.584 G_L1: 2.942 D_real: 0.006 D_fake: 0.157 +(epoch: 109, iters: 34372, time: 0.294, data: 0.021) G_GAN: 4.170 G_L1: 3.916 D_real: 0.040 D_fake: 0.078 +(epoch: 109, iters: 34472, time: 0.295, data: 0.019) G_GAN: 4.202 G_L1: 3.230 D_real: 0.065 D_fake: 0.041 +(epoch: 109, iters: 34572, time: 0.306, data: 0.019) G_GAN: 4.216 G_L1: 4.230 D_real: 0.050 D_fake: 0.075 +(epoch: 109, iters: 34672, time: 0.420, data: 0.020) G_GAN: 5.016 G_L1: 3.806 D_real: 0.507 D_fake: 0.090 +(epoch: 109, iters: 34772, time: 0.286, data: 0.021) G_GAN: 4.137 G_L1: 4.302 D_real: 0.089 D_fake: 0.053 +(epoch: 109, iters: 34872, time: 0.291, data: 0.015) G_GAN: 5.518 G_L1: 4.803 D_real: 0.041 D_fake: 0.033 +(epoch: 109, iters: 34972, time: 0.301, data: 0.016) G_GAN: 3.751 G_L1: 3.802 D_real: 0.033 D_fake: 0.078 +(epoch: 109, iters: 35072, time: 0.412, data: 0.019) G_GAN: 5.275 G_L1: 4.188 D_real: 0.255 D_fake: 0.060 +(epoch: 109, iters: 35172, time: 0.304, data: 0.022) G_GAN: 5.293 G_L1: 2.883 D_real: 0.003 D_fake: 0.020 +(epoch: 109, iters: 35272, time: 0.301, data: 0.022) G_GAN: 3.642 G_L1: 3.001 D_real: 0.078 D_fake: 0.090 +(epoch: 109, iters: 35372, time: 0.305, data: 0.020) G_GAN: 4.326 G_L1: 3.516 D_real: 0.063 D_fake: 0.069 +(epoch: 109, iters: 35472, time: 0.387, data: 0.021) G_GAN: 3.096 G_L1: 3.119 D_real: 0.560 D_fake: 0.095 +(epoch: 109, iters: 35572, time: 0.298, data: 0.018) G_GAN: 4.036 G_L1: 3.613 D_real: 0.008 D_fake: 0.070 +(epoch: 109, iters: 35672, time: 0.295, data: 0.020) G_GAN: 3.655 G_L1: 3.421 D_real: 0.015 D_fake: 0.113 +(epoch: 109, iters: 35772, time: 0.294, data: 0.018) G_GAN: 5.177 G_L1: 7.338 D_real: 0.108 D_fake: 0.043 +(epoch: 109, iters: 35872, time: 0.411, data: 0.019) G_GAN: 3.531 G_L1: 2.728 D_real: 0.056 D_fake: 0.083 +(epoch: 109, iters: 35972, time: 0.304, data: 0.021) G_GAN: 3.848 G_L1: 4.100 D_real: 0.062 D_fake: 0.127 +(epoch: 109, iters: 36072, time: 0.295, data: 0.021) G_GAN: 4.969 G_L1: 5.585 D_real: 0.013 D_fake: 0.022 +(epoch: 109, iters: 36172, time: 0.300, data: 0.019) G_GAN: 4.809 G_L1: 4.077 D_real: 0.227 D_fake: 0.035 +(epoch: 109, iters: 36272, time: 0.623, data: 0.018) G_GAN: 3.666 G_L1: 3.903 D_real: 0.078 D_fake: 0.065 +(epoch: 109, iters: 36372, time: 0.295, data: 0.020) G_GAN: 4.600 G_L1: 5.324 D_real: 0.500 D_fake: 0.026 +(epoch: 109, iters: 36472, time: 0.293, data: 0.021) G_GAN: 4.091 G_L1: 3.977 D_real: 0.117 D_fake: 0.110 +(epoch: 109, iters: 36572, time: 0.297, data: 0.020) G_GAN: 3.285 G_L1: 4.051 D_real: 0.039 D_fake: 0.185 +(epoch: 109, iters: 36672, time: 0.431, data: 0.021) G_GAN: 4.064 G_L1: 4.057 D_real: 0.097 D_fake: 0.087 +(epoch: 109, iters: 36772, time: 0.303, data: 0.020) G_GAN: 3.756 G_L1: 2.910 D_real: 0.143 D_fake: 0.079 +(epoch: 109, iters: 36872, time: 0.290, data: 0.019) G_GAN: 3.402 G_L1: 7.024 D_real: 0.051 D_fake: 0.185 +(epoch: 109, iters: 36972, time: 0.279, data: 0.020) G_GAN: 4.600 G_L1: 3.677 D_real: 0.122 D_fake: 0.034 +(epoch: 109, iters: 37072, time: 0.386, data: 0.016) G_GAN: 3.388 G_L1: 3.210 D_real: 0.237 D_fake: 0.082 +(epoch: 109, iters: 37172, time: 0.299, data: 0.019) G_GAN: 4.235 G_L1: 4.419 D_real: 0.234 D_fake: 0.034 +(epoch: 109, iters: 37272, time: 0.306, data: 0.019) G_GAN: 5.102 G_L1: 3.601 D_real: 0.709 D_fake: 0.027 +(epoch: 109, iters: 37372, time: 0.292, data: 0.019) G_GAN: 2.141 G_L1: 2.921 D_real: 0.118 D_fake: 0.565 +(epoch: 109, iters: 37472, time: 0.409, data: 0.019) G_GAN: 4.449 G_L1: 4.911 D_real: 0.111 D_fake: 0.257 +(epoch: 109, iters: 37572, time: 0.294, data: 0.019) G_GAN: 4.159 G_L1: 5.166 D_real: 0.105 D_fake: 0.093 +(epoch: 109, iters: 37672, time: 0.302, data: 0.020) G_GAN: 3.784 G_L1: 2.691 D_real: 0.126 D_fake: 0.048 +(epoch: 109, iters: 37772, time: 0.302, data: 0.020) G_GAN: 3.115 G_L1: 3.922 D_real: 0.030 D_fake: 0.127 +(epoch: 109, iters: 37872, time: 0.417, data: 0.020) G_GAN: 3.550 G_L1: 3.830 D_real: 0.074 D_fake: 0.103 +(epoch: 109, iters: 37972, time: 0.301, data: 0.020) G_GAN: 5.362 G_L1: 3.267 D_real: 0.051 D_fake: 0.054 +(epoch: 109, iters: 38072, time: 0.301, data: 0.019) G_GAN: 3.600 G_L1: 3.834 D_real: 0.033 D_fake: 0.196 +(epoch: 109, iters: 38172, time: 0.296, data: 0.021) G_GAN: 4.365 G_L1: 3.184 D_real: 0.042 D_fake: 0.052 +(epoch: 109, iters: 38272, time: 0.666, data: 0.017) G_GAN: 3.563 G_L1: 4.416 D_real: 0.052 D_fake: 0.671 +(epoch: 109, iters: 38372, time: 0.295, data: 0.022) G_GAN: 3.544 G_L1: 3.852 D_real: 0.318 D_fake: 0.071 +(epoch: 109, iters: 38472, time: 0.294, data: 0.018) G_GAN: 3.865 G_L1: 4.183 D_real: 0.196 D_fake: 0.089 +(epoch: 109, iters: 38572, time: 0.297, data: 0.019) G_GAN: 3.322 G_L1: 2.780 D_real: 0.563 D_fake: 0.102 +(epoch: 109, iters: 38672, time: 0.417, data: 0.020) G_GAN: 3.077 G_L1: 3.988 D_real: 0.095 D_fake: 0.211 +(epoch: 109, iters: 38772, time: 0.291, data: 0.023) G_GAN: 3.026 G_L1: 4.960 D_real: 0.023 D_fake: 0.152 +(epoch: 109, iters: 38872, time: 0.296, data: 0.022) G_GAN: 4.547 G_L1: 4.448 D_real: 0.436 D_fake: 0.048 +(epoch: 109, iters: 38972, time: 0.302, data: 0.019) G_GAN: 4.223 G_L1: 3.175 D_real: 0.559 D_fake: 0.051 +(epoch: 109, iters: 39072, time: 0.417, data: 0.020) G_GAN: 4.028 G_L1: 4.039 D_real: 0.111 D_fake: 0.047 +(epoch: 109, iters: 39172, time: 0.297, data: 0.020) G_GAN: 3.773 G_L1: 3.001 D_real: 0.107 D_fake: 0.270 +(epoch: 109, iters: 39272, time: 0.283, data: 0.018) G_GAN: 2.571 G_L1: 2.902 D_real: 0.242 D_fake: 0.194 +(epoch: 109, iters: 39372, time: 0.299, data: 0.019) G_GAN: 3.078 G_L1: 2.916 D_real: 0.628 D_fake: 0.181 +(epoch: 109, iters: 39472, time: 0.422, data: 0.019) G_GAN: 3.555 G_L1: 4.024 D_real: 0.130 D_fake: 0.131 +(epoch: 109, iters: 39572, time: 0.303, data: 0.019) G_GAN: 4.943 G_L1: 5.462 D_real: 0.009 D_fake: 0.025 +(epoch: 109, iters: 39672, time: 0.301, data: 0.019) G_GAN: 3.565 G_L1: 4.140 D_real: 0.302 D_fake: 0.087 +(epoch: 109, iters: 39772, time: 0.287, data: 0.020) G_GAN: 5.284 G_L1: 3.906 D_real: 0.059 D_fake: 0.031 +(epoch: 109, iters: 39872, time: 0.410, data: 0.017) G_GAN: 3.499 G_L1: 3.214 D_real: 0.273 D_fake: 0.053 +(epoch: 109, iters: 39972, time: 0.295, data: 0.021) G_GAN: 2.399 G_L1: 2.424 D_real: 0.087 D_fake: 0.221 +(epoch: 109, iters: 40072, time: 0.300, data: 0.019) G_GAN: 4.480 G_L1: 2.971 D_real: 0.204 D_fake: 0.054 +(epoch: 109, iters: 40172, time: 0.303, data: 0.019) G_GAN: 4.697 G_L1: 3.083 D_real: 0.158 D_fake: 0.034 +(epoch: 109, iters: 40272, time: 0.679, data: 0.021) G_GAN: 5.145 G_L1: 3.808 D_real: 0.153 D_fake: 0.144 +(epoch: 109, iters: 40372, time: 0.297, data: 0.018) G_GAN: 5.067 G_L1: 3.718 D_real: 0.181 D_fake: 0.126 +(epoch: 109, iters: 40472, time: 0.295, data: 0.021) G_GAN: 4.987 G_L1: 4.115 D_real: 0.015 D_fake: 0.103 +(epoch: 109, iters: 40572, time: 0.301, data: 0.020) G_GAN: 3.036 G_L1: 2.997 D_real: 0.019 D_fake: 0.276 +(epoch: 109, iters: 40672, time: 0.407, data: 0.024) G_GAN: 4.575 G_L1: 3.901 D_real: 0.159 D_fake: 0.056 +(epoch: 109, iters: 40772, time: 0.297, data: 0.018) G_GAN: 3.757 G_L1: 3.215 D_real: 0.079 D_fake: 0.063 +(epoch: 109, iters: 40872, time: 0.295, data: 0.019) G_GAN: 3.757 G_L1: 3.481 D_real: 0.201 D_fake: 0.104 +(epoch: 109, iters: 40972, time: 0.300, data: 0.017) G_GAN: 4.331 G_L1: 3.967 D_real: 0.100 D_fake: 0.063 +(epoch: 109, iters: 41072, time: 0.427, data: 0.022) G_GAN: 3.998 G_L1: 6.191 D_real: 0.057 D_fake: 0.122 +(epoch: 109, iters: 41172, time: 0.303, data: 0.021) G_GAN: 5.153 G_L1: 3.843 D_real: 0.046 D_fake: 0.023 +(epoch: 109, iters: 41272, time: 0.307, data: 0.020) G_GAN: 2.693 G_L1: 3.832 D_real: 0.010 D_fake: 0.414 +(epoch: 109, iters: 41372, time: 0.296, data: 0.019) G_GAN: 3.824 G_L1: 3.948 D_real: 0.437 D_fake: 0.044 +(epoch: 109, iters: 41472, time: 0.397, data: 0.020) G_GAN: 5.060 G_L1: 4.273 D_real: 0.180 D_fake: 0.014 +(epoch: 109, iters: 41572, time: 0.294, data: 0.019) G_GAN: 4.505 G_L1: 4.039 D_real: 0.048 D_fake: 0.073 +(epoch: 109, iters: 41672, time: 0.303, data: 0.019) G_GAN: 4.532 G_L1: 3.983 D_real: 0.192 D_fake: 0.033 +(epoch: 109, iters: 41772, time: 0.300, data: 0.020) G_GAN: 4.263 G_L1: 3.895 D_real: 0.002 D_fake: 0.043 +(epoch: 109, iters: 41872, time: 0.426, data: 0.021) G_GAN: 4.280 G_L1: 4.800 D_real: 0.044 D_fake: 0.081 +(epoch: 109, iters: 41972, time: 0.302, data: 0.021) G_GAN: 5.400 G_L1: 4.761 D_real: 0.112 D_fake: 0.027 +(epoch: 109, iters: 42072, time: 0.295, data: 0.022) G_GAN: 2.831 G_L1: 1.825 D_real: 0.004 D_fake: 0.358 +(epoch: 109, iters: 42172, time: 0.304, data: 0.020) G_GAN: 3.309 G_L1: 3.734 D_real: 0.045 D_fake: 0.080 +(epoch: 109, iters: 42272, time: 0.679, data: 0.019) G_GAN: 3.431 G_L1: 3.269 D_real: 0.130 D_fake: 0.122 +(epoch: 109, iters: 42372, time: 0.298, data: 0.018) G_GAN: 3.651 G_L1: 4.061 D_real: 0.260 D_fake: 0.079 +(epoch: 109, iters: 42472, time: 0.303, data: 0.019) G_GAN: 3.076 G_L1: 3.515 D_real: 0.019 D_fake: 0.123 +(epoch: 109, iters: 42572, time: 0.300, data: 0.019) G_GAN: 3.611 G_L1: 3.875 D_real: 0.058 D_fake: 0.199 +(epoch: 109, iters: 42672, time: 0.417, data: 0.018) G_GAN: 3.739 G_L1: 4.763 D_real: 0.049 D_fake: 0.093 +(epoch: 109, iters: 42772, time: 0.302, data: 0.020) G_GAN: 4.787 G_L1: 3.722 D_real: 0.040 D_fake: 0.058 +(epoch: 109, iters: 42872, time: 0.303, data: 0.021) G_GAN: 4.450 G_L1: 3.959 D_real: 0.217 D_fake: 0.050 +(epoch: 109, iters: 42972, time: 0.302, data: 0.021) G_GAN: 4.929 G_L1: 3.049 D_real: 0.147 D_fake: 0.062 +(epoch: 109, iters: 43072, time: 0.422, data: 0.020) G_GAN: 4.504 G_L1: 4.649 D_real: 0.236 D_fake: 0.271 +(epoch: 109, iters: 43172, time: 0.296, data: 0.018) G_GAN: 5.015 G_L1: 3.118 D_real: 0.014 D_fake: 0.023 +(epoch: 109, iters: 43272, time: 0.273, data: 0.019) G_GAN: 6.217 G_L1: 4.577 D_real: 0.013 D_fake: 0.041 +(epoch: 109, iters: 43372, time: 0.302, data: 0.017) G_GAN: 3.666 G_L1: 3.926 D_real: 0.387 D_fake: 0.078 +(epoch: 109, iters: 43472, time: 0.383, data: 0.019) G_GAN: 3.983 G_L1: 2.317 D_real: 0.136 D_fake: 0.372 +(epoch: 109, iters: 43572, time: 0.288, data: 0.018) G_GAN: 3.936 G_L1: 5.045 D_real: 0.684 D_fake: 0.120 +(epoch: 109, iters: 43672, time: 0.286, data: 0.017) G_GAN: 3.893 G_L1: 4.616 D_real: 0.093 D_fake: 0.228 +(epoch: 109, iters: 43772, time: 0.277, data: 0.019) G_GAN: 3.563 G_L1: 3.648 D_real: 0.221 D_fake: 0.080 +(epoch: 109, iters: 43872, time: 0.420, data: 0.018) G_GAN: 4.724 G_L1: 3.673 D_real: 0.036 D_fake: 0.225 +(epoch: 109, iters: 43972, time: 0.294, data: 0.019) G_GAN: 3.732 G_L1: 3.371 D_real: 0.020 D_fake: 0.062 +(epoch: 109, iters: 44072, time: 0.297, data: 0.019) G_GAN: 3.330 G_L1: 3.937 D_real: 0.046 D_fake: 0.159 +(epoch: 109, iters: 44172, time: 0.303, data: 0.019) G_GAN: 4.766 G_L1: 4.334 D_real: 0.037 D_fake: 0.174 +(epoch: 109, iters: 44272, time: 0.695, data: 0.020) G_GAN: 2.944 G_L1: 4.624 D_real: 0.013 D_fake: 0.368 +(epoch: 109, iters: 44372, time: 0.293, data: 0.020) G_GAN: 3.137 G_L1: 3.353 D_real: 0.162 D_fake: 0.112 +(epoch: 109, iters: 44472, time: 0.289, data: 0.018) G_GAN: 4.326 G_L1: 4.204 D_real: 0.062 D_fake: 0.080 +(epoch: 109, iters: 44572, time: 0.303, data: 0.019) G_GAN: 2.374 G_L1: 3.739 D_real: 0.329 D_fake: 0.288 +(epoch: 109, iters: 44672, time: 0.376, data: 0.019) G_GAN: 3.696 G_L1: 3.324 D_real: 0.242 D_fake: 0.111 +(epoch: 109, iters: 44772, time: 0.284, data: 0.020) G_GAN: 3.941 G_L1: 2.631 D_real: 0.179 D_fake: 0.114 +(epoch: 109, iters: 44872, time: 0.282, data: 0.017) G_GAN: 4.653 G_L1: 3.986 D_real: 0.603 D_fake: 0.024 +(epoch: 109, iters: 44972, time: 0.294, data: 0.017) G_GAN: 3.626 G_L1: 2.749 D_real: 0.344 D_fake: 0.213 +(epoch: 109, iters: 45072, time: 0.408, data: 0.019) G_GAN: 3.138 G_L1: 3.364 D_real: 0.099 D_fake: 0.138 +(epoch: 109, iters: 45172, time: 0.289, data: 0.017) G_GAN: 3.785 G_L1: 3.147 D_real: 0.077 D_fake: 0.123 +(epoch: 109, iters: 45272, time: 0.292, data: 0.018) G_GAN: 2.833 G_L1: 2.668 D_real: 0.121 D_fake: 0.213 +(epoch: 109, iters: 45372, time: 0.304, data: 0.020) G_GAN: 3.192 G_L1: 3.586 D_real: 0.125 D_fake: 0.155 +(epoch: 109, iters: 45472, time: 0.419, data: 0.018) G_GAN: 4.133 G_L1: 5.562 D_real: 0.297 D_fake: 0.059 +(epoch: 109, iters: 45572, time: 0.295, data: 0.021) G_GAN: 3.416 G_L1: 3.939 D_real: 0.367 D_fake: 0.089 +(epoch: 109, iters: 45672, time: 0.298, data: 0.018) G_GAN: 3.259 G_L1: 3.215 D_real: 0.091 D_fake: 0.125 +(epoch: 109, iters: 45772, time: 0.287, data: 0.018) G_GAN: 4.549 G_L1: 4.495 D_real: 0.051 D_fake: 0.047 +(epoch: 109, iters: 45872, time: 0.404, data: 0.018) G_GAN: 2.547 G_L1: 5.294 D_real: 0.394 D_fake: 0.286 +(epoch: 109, iters: 45972, time: 0.279, data: 0.020) G_GAN: 3.520 G_L1: 4.517 D_real: 0.163 D_fake: 0.108 +(epoch: 109, iters: 46072, time: 0.297, data: 0.017) G_GAN: 2.722 G_L1: 3.777 D_real: 0.232 D_fake: 0.138 +(epoch: 109, iters: 46172, time: 0.289, data: 0.018) G_GAN: 4.678 G_L1: 5.270 D_real: 0.120 D_fake: 0.020 +(epoch: 109, iters: 46272, time: 0.669, data: 0.018) G_GAN: 5.229 G_L1: 3.460 D_real: 0.007 D_fake: 0.024 +(epoch: 109, iters: 46372, time: 0.286, data: 0.018) G_GAN: 3.476 G_L1: 3.818 D_real: 0.017 D_fake: 0.126 +(epoch: 109, iters: 46472, time: 0.299, data: 0.018) G_GAN: 2.044 G_L1: 2.923 D_real: 0.135 D_fake: 0.375 +(epoch: 109, iters: 46572, time: 0.283, data: 0.019) G_GAN: 4.097 G_L1: 2.071 D_real: 0.008 D_fake: 0.186 +(epoch: 109, iters: 46672, time: 0.393, data: 0.015) G_GAN: 4.257 G_L1: 3.875 D_real: 0.111 D_fake: 0.172 +(epoch: 109, iters: 46772, time: 0.285, data: 0.017) G_GAN: 4.588 G_L1: 5.323 D_real: 0.057 D_fake: 0.063 +(epoch: 109, iters: 46872, time: 0.297, data: 0.018) G_GAN: 3.072 G_L1: 4.255 D_real: 0.159 D_fake: 0.162 +(epoch: 109, iters: 46972, time: 0.302, data: 0.018) G_GAN: 3.381 G_L1: 3.340 D_real: 0.369 D_fake: 0.087 +(epoch: 109, iters: 47072, time: 0.415, data: 0.019) G_GAN: 4.915 G_L1: 3.339 D_real: 0.401 D_fake: 0.026 +(epoch: 109, iters: 47172, time: 0.299, data: 0.020) G_GAN: 3.638 G_L1: 4.386 D_real: 0.003 D_fake: 0.126 +(epoch: 109, iters: 47272, time: 0.303, data: 0.020) G_GAN: 4.310 G_L1: 3.296 D_real: 0.071 D_fake: 0.064 +(epoch: 109, iters: 47372, time: 0.295, data: 0.022) G_GAN: 2.610 G_L1: 3.094 D_real: 0.476 D_fake: 0.151 +(epoch: 109, iters: 47472, time: 0.404, data: 0.018) G_GAN: 3.310 G_L1: 3.627 D_real: 0.093 D_fake: 0.298 +(epoch: 109, iters: 47572, time: 0.287, data: 0.019) G_GAN: 2.553 G_L1: 2.734 D_real: 0.441 D_fake: 0.128 +(epoch: 109, iters: 47672, time: 0.270, data: 0.017) G_GAN: 4.068 G_L1: 3.143 D_real: 0.308 D_fake: 0.070 +(epoch: 109, iters: 47772, time: 0.296, data: 0.016) G_GAN: 5.024 G_L1: 6.344 D_real: 0.074 D_fake: 0.090 +(epoch: 109, iters: 47872, time: 0.419, data: 0.018) G_GAN: 3.478 G_L1: 4.039 D_real: 0.088 D_fake: 0.138 +(epoch: 109, iters: 47972, time: 0.270, data: 0.020) G_GAN: 3.640 G_L1: 3.124 D_real: 0.092 D_fake: 0.132 +(epoch: 109, iters: 48072, time: 0.288, data: 0.017) G_GAN: 3.214 G_L1: 3.668 D_real: 0.661 D_fake: 0.170 +(epoch: 109, iters: 48172, time: 0.298, data: 0.018) G_GAN: 4.396 G_L1: 5.119 D_real: 0.382 D_fake: 0.063 +(epoch: 109, iters: 48272, time: 0.669, data: 0.019) G_GAN: 2.539 G_L1: 2.087 D_real: 0.379 D_fake: 0.206 +(epoch: 109, iters: 48372, time: 0.287, data: 0.019) G_GAN: 3.309 G_L1: 3.366 D_real: 0.041 D_fake: 0.116 +(epoch: 109, iters: 48472, time: 0.296, data: 0.019) G_GAN: 3.379 G_L1: 3.691 D_real: 0.020 D_fake: 0.115 +(epoch: 109, iters: 48572, time: 0.296, data: 0.018) G_GAN: 4.584 G_L1: 2.348 D_real: 0.067 D_fake: 0.073 +(epoch: 109, iters: 48672, time: 0.410, data: 0.019) G_GAN: 3.956 G_L1: 2.516 D_real: 0.099 D_fake: 0.146 +(epoch: 109, iters: 48772, time: 0.296, data: 0.018) G_GAN: 4.161 G_L1: 4.247 D_real: 0.210 D_fake: 0.077 +(epoch: 109, iters: 48872, time: 0.297, data: 0.020) G_GAN: 3.348 G_L1: 4.159 D_real: 0.126 D_fake: 0.171 +(epoch: 109, iters: 48972, time: 0.301, data: 0.019) G_GAN: 3.341 G_L1: 6.536 D_real: 0.131 D_fake: 0.103 +(epoch: 109, iters: 49072, time: 0.408, data: 0.020) G_GAN: 4.831 G_L1: 2.651 D_real: 0.451 D_fake: 0.105 +(epoch: 109, iters: 49172, time: 0.302, data: 0.018) G_GAN: 3.691 G_L1: 3.126 D_real: 0.209 D_fake: 0.180 +(epoch: 109, iters: 49272, time: 0.305, data: 0.021) G_GAN: 3.565 G_L1: 3.674 D_real: 0.006 D_fake: 0.219 +(epoch: 109, iters: 49372, time: 0.294, data: 0.020) G_GAN: 4.115 G_L1: 4.249 D_real: 0.508 D_fake: 0.044 +(epoch: 109, iters: 49472, time: 0.417, data: 0.018) G_GAN: 3.370 G_L1: 3.039 D_real: 0.108 D_fake: 0.088 +(epoch: 109, iters: 49572, time: 0.305, data: 0.021) G_GAN: 4.152 G_L1: 3.570 D_real: 0.306 D_fake: 0.084 +(epoch: 109, iters: 49672, time: 0.304, data: 0.018) G_GAN: 5.168 G_L1: 4.200 D_real: 0.049 D_fake: 0.019 +(epoch: 109, iters: 49772, time: 0.302, data: 0.020) G_GAN: 3.438 G_L1: 3.565 D_real: 0.027 D_fake: 0.218 +(epoch: 109, iters: 49872, time: 0.400, data: 0.019) G_GAN: 5.297 G_L1: 3.023 D_real: 0.156 D_fake: 0.068 +(epoch: 109, iters: 49972, time: 0.299, data: 0.019) G_GAN: 3.745 G_L1: 6.126 D_real: 0.413 D_fake: 0.134 +(epoch: 109, iters: 50072, time: 0.300, data: 0.021) G_GAN: 5.457 G_L1: 4.005 D_real: 0.023 D_fake: 0.026 +(epoch: 109, iters: 50172, time: 0.305, data: 0.021) G_GAN: 5.546 G_L1: 3.689 D_real: 0.073 D_fake: 0.037 +(epoch: 109, iters: 50272, time: 0.686, data: 0.020) G_GAN: 4.530 G_L1: 4.130 D_real: 0.069 D_fake: 0.049 +(epoch: 109, iters: 50372, time: 0.301, data: 0.020) G_GAN: 3.852 G_L1: 3.052 D_real: 0.331 D_fake: 0.069 +(epoch: 109, iters: 50472, time: 0.295, data: 0.020) G_GAN: 4.594 G_L1: 3.329 D_real: 0.133 D_fake: 0.051 +(epoch: 109, iters: 50572, time: 0.306, data: 0.020) G_GAN: 3.260 G_L1: 3.591 D_real: 0.074 D_fake: 0.297 +(epoch: 109, iters: 50672, time: 0.427, data: 0.019) G_GAN: 3.505 G_L1: 4.369 D_real: 0.010 D_fake: 0.133 +(epoch: 109, iters: 50772, time: 0.298, data: 0.019) G_GAN: 4.545 G_L1: 3.310 D_real: 0.016 D_fake: 0.048 +(epoch: 109, iters: 50872, time: 0.305, data: 0.023) G_GAN: 3.495 G_L1: 3.640 D_real: 0.048 D_fake: 0.143 +(epoch: 109, iters: 50972, time: 0.302, data: 0.021) G_GAN: 3.924 G_L1: 5.099 D_real: 0.585 D_fake: 0.108 +(epoch: 109, iters: 51072, time: 0.414, data: 0.020) G_GAN: 4.269 G_L1: 4.582 D_real: 0.001 D_fake: 0.086 +(epoch: 109, iters: 51172, time: 0.302, data: 0.019) G_GAN: 4.664 G_L1: 4.302 D_real: 0.112 D_fake: 0.140 +(epoch: 109, iters: 51272, time: 0.306, data: 0.020) G_GAN: 3.695 G_L1: 3.467 D_real: 0.240 D_fake: 0.078 +(epoch: 109, iters: 51372, time: 0.303, data: 0.020) G_GAN: 5.187 G_L1: 4.830 D_real: 0.085 D_fake: 0.031 +(epoch: 109, iters: 51472, time: 0.385, data: 0.020) G_GAN: 5.939 G_L1: 3.293 D_real: 0.347 D_fake: 0.115 +(epoch: 109, iters: 51572, time: 0.298, data: 0.023) G_GAN: 4.095 G_L1: 4.282 D_real: 0.442 D_fake: 0.044 +(epoch: 109, iters: 51672, time: 0.303, data: 0.024) G_GAN: 4.401 G_L1: 3.919 D_real: 0.046 D_fake: 0.083 +(epoch: 109, iters: 51772, time: 0.300, data: 0.020) G_GAN: 3.512 G_L1: 4.797 D_real: 0.115 D_fake: 0.178 +(epoch: 109, iters: 51872, time: 0.405, data: 0.019) G_GAN: 3.789 G_L1: 3.762 D_real: 0.133 D_fake: 0.178 +(epoch: 109, iters: 51972, time: 0.291, data: 0.021) G_GAN: 4.932 G_L1: 3.080 D_real: 0.528 D_fake: 0.023 +(epoch: 109, iters: 52072, time: 0.294, data: 0.021) G_GAN: 3.619 G_L1: 3.778 D_real: 0.073 D_fake: 0.170 +(epoch: 109, iters: 52172, time: 0.297, data: 0.020) G_GAN: 4.806 G_L1: 3.878 D_real: 0.064 D_fake: 0.065 +(epoch: 109, iters: 52272, time: 0.689, data: 0.020) G_GAN: 4.126 G_L1: 2.077 D_real: 0.499 D_fake: 0.040 +(epoch: 109, iters: 52372, time: 0.293, data: 0.021) G_GAN: 5.899 G_L1: 4.742 D_real: 0.036 D_fake: 0.026 +(epoch: 109, iters: 52472, time: 0.292, data: 0.020) G_GAN: 2.947 G_L1: 3.007 D_real: 0.107 D_fake: 0.140 +(epoch: 109, iters: 52572, time: 0.304, data: 0.020) G_GAN: 4.435 G_L1: 4.368 D_real: 0.151 D_fake: 0.127 +(epoch: 109, iters: 52672, time: 0.424, data: 0.021) G_GAN: 2.931 G_L1: 3.888 D_real: 0.019 D_fake: 0.301 +(epoch: 109, iters: 52772, time: 0.301, data: 0.019) G_GAN: 3.470 G_L1: 4.101 D_real: 0.001 D_fake: 0.185 +(epoch: 109, iters: 52872, time: 0.302, data: 0.019) G_GAN: 4.845 G_L1: 2.881 D_real: 0.304 D_fake: 0.021 +(epoch: 109, iters: 52972, time: 0.301, data: 0.020) G_GAN: 4.447 G_L1: 5.194 D_real: 0.295 D_fake: 0.035 +(epoch: 109, iters: 53072, time: 0.387, data: 0.020) G_GAN: 5.502 G_L1: 4.341 D_real: 0.059 D_fake: 0.024 +(epoch: 109, iters: 53172, time: 0.303, data: 0.022) G_GAN: 3.846 G_L1: 3.362 D_real: 0.047 D_fake: 0.049 +(epoch: 109, iters: 53272, time: 0.296, data: 0.020) G_GAN: 3.345 G_L1: 2.974 D_real: 0.095 D_fake: 0.157 +(epoch: 109, iters: 53372, time: 0.291, data: 0.020) G_GAN: 2.961 G_L1: 2.723 D_real: 0.014 D_fake: 0.225 +(epoch: 109, iters: 53472, time: 0.410, data: 0.019) G_GAN: 4.127 G_L1: 4.172 D_real: 0.003 D_fake: 0.111 +(epoch: 109, iters: 53572, time: 0.309, data: 0.019) G_GAN: 3.983 G_L1: 3.407 D_real: 0.026 D_fake: 0.122 +(epoch: 109, iters: 53672, time: 0.300, data: 0.022) G_GAN: 4.618 G_L1: 3.509 D_real: 0.029 D_fake: 0.039 +(epoch: 109, iters: 53772, time: 0.292, data: 0.019) G_GAN: 3.931 G_L1: 3.102 D_real: 0.108 D_fake: 0.231 +(epoch: 109, iters: 53872, time: 0.384, data: 0.019) G_GAN: 4.424 G_L1: 3.524 D_real: 0.212 D_fake: 0.032 +(epoch: 109, iters: 53972, time: 0.293, data: 0.019) G_GAN: 3.679 G_L1: 3.726 D_real: 0.087 D_fake: 0.074 +(epoch: 109, iters: 54072, time: 0.291, data: 0.019) G_GAN: 3.581 G_L1: 2.796 D_real: 0.193 D_fake: 0.108 +(epoch: 109, iters: 54172, time: 0.296, data: 0.019) G_GAN: 4.893 G_L1: 4.249 D_real: 0.300 D_fake: 0.046 +(epoch: 109, iters: 54272, time: 0.681, data: 0.018) G_GAN: 4.603 G_L1: 3.924 D_real: 0.100 D_fake: 0.063 +(epoch: 109, iters: 54372, time: 0.296, data: 0.020) G_GAN: 5.582 G_L1: 4.762 D_real: 0.009 D_fake: 0.023 +(epoch: 109, iters: 54472, time: 0.302, data: 0.019) G_GAN: 3.923 G_L1: 3.760 D_real: 0.296 D_fake: 0.049 +(epoch: 109, iters: 54572, time: 0.297, data: 0.020) G_GAN: 2.965 G_L1: 3.351 D_real: 0.052 D_fake: 0.175 +(epoch: 109, iters: 54672, time: 0.419, data: 0.020) G_GAN: 3.715 G_L1: 4.183 D_real: 0.175 D_fake: 0.071 +(epoch: 109, iters: 54772, time: 0.307, data: 0.019) G_GAN: 3.754 G_L1: 3.309 D_real: 0.020 D_fake: 0.116 +(epoch: 109, iters: 54872, time: 0.296, data: 0.019) G_GAN: 3.911 G_L1: 4.583 D_real: 0.058 D_fake: 0.093 +(epoch: 109, iters: 54972, time: 0.303, data: 0.019) G_GAN: 3.346 G_L1: 3.950 D_real: 0.095 D_fake: 0.099 +(epoch: 109, iters: 55072, time: 0.421, data: 0.018) G_GAN: 4.278 G_L1: 4.510 D_real: 0.003 D_fake: 0.084 +(epoch: 109, iters: 55172, time: 0.298, data: 0.019) G_GAN: 5.364 G_L1: 3.320 D_real: 0.113 D_fake: 0.045 +(epoch: 109, iters: 55272, time: 0.304, data: 0.019) G_GAN: 5.182 G_L1: 5.765 D_real: 0.021 D_fake: 0.045 +(epoch: 109, iters: 55372, time: 0.300, data: 0.019) G_GAN: 3.441 G_L1: 2.664 D_real: 0.014 D_fake: 0.124 +(epoch: 109, iters: 55472, time: 0.414, data: 0.021) G_GAN: 4.261 G_L1: 3.361 D_real: 0.334 D_fake: 0.034 +(epoch: 109, iters: 55572, time: 0.295, data: 0.020) G_GAN: 4.420 G_L1: 3.655 D_real: 0.342 D_fake: 0.219 +(epoch: 109, iters: 55672, time: 0.296, data: 0.019) G_GAN: 6.363 G_L1: 4.031 D_real: 0.044 D_fake: 0.039 +(epoch: 109, iters: 55772, time: 0.296, data: 0.020) G_GAN: 4.389 G_L1: 2.679 D_real: 0.075 D_fake: 0.100 +(epoch: 109, iters: 55872, time: 0.420, data: 0.018) G_GAN: 5.496 G_L1: 3.944 D_real: 0.064 D_fake: 0.042 +(epoch: 109, iters: 55972, time: 0.293, data: 0.024) G_GAN: 3.531 G_L1: 3.013 D_real: 0.000 D_fake: 0.086 +(epoch: 109, iters: 56072, time: 0.299, data: 0.019) G_GAN: 3.573 G_L1: 4.219 D_real: 0.031 D_fake: 0.265 +(epoch: 109, iters: 56172, time: 0.277, data: 0.019) G_GAN: 3.824 G_L1: 3.930 D_real: 0.003 D_fake: 0.135 +(epoch: 109, iters: 56272, time: 0.690, data: 0.017) G_GAN: 4.197 G_L1: 4.127 D_real: 0.059 D_fake: 0.214 +(epoch: 109, iters: 56372, time: 0.301, data: 0.021) G_GAN: 4.284 G_L1: 3.118 D_real: 0.024 D_fake: 0.138 +(epoch: 109, iters: 56472, time: 0.302, data: 0.024) G_GAN: 5.292 G_L1: 5.899 D_real: 0.000 D_fake: 0.146 +(epoch: 109, iters: 56572, time: 0.301, data: 0.029) G_GAN: 3.924 G_L1: 3.878 D_real: 0.064 D_fake: 0.065 +(epoch: 109, iters: 56672, time: 0.416, data: 0.020) G_GAN: 4.743 G_L1: 3.392 D_real: 0.009 D_fake: 0.081 +(epoch: 109, iters: 56772, time: 0.301, data: 0.020) G_GAN: 5.244 G_L1: 4.026 D_real: 0.004 D_fake: 0.149 +(epoch: 109, iters: 56872, time: 0.290, data: 0.020) G_GAN: 5.501 G_L1: 3.406 D_real: 0.096 D_fake: 0.050 +(epoch: 109, iters: 56972, time: 0.302, data: 0.020) G_GAN: 3.504 G_L1: 2.195 D_real: 0.107 D_fake: 0.123 +(epoch: 109, iters: 57072, time: 0.402, data: 0.019) G_GAN: 4.766 G_L1: 3.670 D_real: 0.149 D_fake: 0.064 +(epoch: 109, iters: 57172, time: 0.306, data: 0.019) G_GAN: 4.207 G_L1: 4.009 D_real: 0.015 D_fake: 0.049 +(epoch: 109, iters: 57272, time: 0.300, data: 0.020) G_GAN: 3.990 G_L1: 3.903 D_real: 0.035 D_fake: 0.055 +(epoch: 109, iters: 57372, time: 0.291, data: 0.019) G_GAN: 4.314 G_L1: 3.159 D_real: 0.010 D_fake: 0.057 +(epoch: 109, iters: 57472, time: 0.414, data: 0.017) G_GAN: 3.072 G_L1: 3.321 D_real: 0.084 D_fake: 0.241 +(epoch: 109, iters: 57572, time: 0.302, data: 0.019) G_GAN: 3.285 G_L1: 3.901 D_real: 0.050 D_fake: 0.192 +(epoch: 109, iters: 57672, time: 0.295, data: 0.020) G_GAN: 4.758 G_L1: 3.734 D_real: 0.780 D_fake: 0.069 +(epoch: 109, iters: 57772, time: 0.295, data: 0.020) G_GAN: 4.615 G_L1: 3.103 D_real: 0.113 D_fake: 0.047 +(epoch: 109, iters: 57872, time: 0.400, data: 0.021) G_GAN: 3.776 G_L1: 3.158 D_real: 0.683 D_fake: 0.262 +(epoch: 109, iters: 57972, time: 0.301, data: 0.018) G_GAN: 4.269 G_L1: 5.694 D_real: 0.047 D_fake: 0.050 +(epoch: 109, iters: 58072, time: 0.302, data: 0.023) G_GAN: 4.726 G_L1: 3.066 D_real: 0.069 D_fake: 0.042 +(epoch: 109, iters: 58172, time: 0.302, data: 0.018) G_GAN: 4.156 G_L1: 3.274 D_real: 0.006 D_fake: 0.096 +(epoch: 109, iters: 58272, time: 0.646, data: 0.019) G_GAN: 2.948 G_L1: 3.502 D_real: 0.025 D_fake: 0.153 +(epoch: 109, iters: 58372, time: 0.293, data: 0.020) G_GAN: 4.502 G_L1: 4.144 D_real: 0.000 D_fake: 0.182 +(epoch: 109, iters: 58472, time: 0.281, data: 0.017) G_GAN: 2.887 G_L1: 3.148 D_real: 0.663 D_fake: 0.131 +(epoch: 109, iters: 58572, time: 0.302, data: 0.017) G_GAN: 3.120 G_L1: 4.806 D_real: 0.105 D_fake: 0.566 +(epoch: 109, iters: 58672, time: 0.422, data: 0.019) G_GAN: 5.638 G_L1: 4.656 D_real: 0.060 D_fake: 0.024 +(epoch: 109, iters: 58772, time: 0.306, data: 0.019) G_GAN: 4.068 G_L1: 2.944 D_real: 0.151 D_fake: 0.042 +(epoch: 109, iters: 58872, time: 0.294, data: 0.021) G_GAN: 3.628 G_L1: 3.936 D_real: 0.035 D_fake: 0.080 +(epoch: 109, iters: 58972, time: 0.288, data: 0.020) G_GAN: 5.782 G_L1: 5.532 D_real: 0.000 D_fake: 0.022 +(epoch: 109, iters: 59072, time: 0.384, data: 0.019) G_GAN: 3.364 G_L1: 5.358 D_real: 0.022 D_fake: 0.101 +(epoch: 109, iters: 59172, time: 0.285, data: 0.018) G_GAN: 4.194 G_L1: 5.821 D_real: 0.106 D_fake: 0.100 +(epoch: 109, iters: 59272, time: 0.275, data: 0.018) G_GAN: 3.353 G_L1: 3.216 D_real: 0.020 D_fake: 0.134 +(epoch: 109, iters: 59372, time: 0.271, data: 0.018) G_GAN: 3.911 G_L1: 4.711 D_real: 0.116 D_fake: 0.087 +(epoch: 109, iters: 59472, time: 0.403, data: 0.016) G_GAN: 4.988 G_L1: 5.328 D_real: 0.023 D_fake: 0.068 +(epoch: 109, iters: 59572, time: 0.284, data: 0.019) G_GAN: 2.861 G_L1: 2.726 D_real: 0.060 D_fake: 0.359 +(epoch: 109, iters: 59672, time: 0.292, data: 0.016) G_GAN: 5.140 G_L1: 3.908 D_real: 0.244 D_fake: 0.026 +(epoch: 109, iters: 59772, time: 0.290, data: 0.019) G_GAN: 3.351 G_L1: 3.878 D_real: 0.023 D_fake: 0.248 +(epoch: 109, iters: 59872, time: 0.395, data: 0.018) G_GAN: 4.734 G_L1: 3.839 D_real: 0.028 D_fake: 0.026 +(epoch: 109, iters: 59972, time: 0.243, data: 0.020) G_GAN: 3.084 G_L1: 2.750 D_real: 0.192 D_fake: 0.313 +(epoch: 110, iters: 56, time: 0.285, data: 0.016) G_GAN: 4.961 G_L1: 5.630 D_real: 0.015 D_fake: 0.073 +(epoch: 110, iters: 156, time: 0.290, data: 0.017) G_GAN: 5.374 G_L1: 9.209 D_real: 0.186 D_fake: 0.028 +(epoch: 110, iters: 256, time: 0.661, data: 0.019) G_GAN: 3.632 G_L1: 4.098 D_real: 0.011 D_fake: 0.121 +(epoch: 110, iters: 356, time: 0.282, data: 0.017) G_GAN: 2.304 G_L1: 3.699 D_real: 0.029 D_fake: 0.361 +(epoch: 110, iters: 456, time: 0.288, data: 0.018) G_GAN: 3.646 G_L1: 3.397 D_real: 0.092 D_fake: 0.100 +(epoch: 110, iters: 556, time: 0.279, data: 0.018) G_GAN: 5.137 G_L1: 2.888 D_real: 0.141 D_fake: 0.019 +(epoch: 110, iters: 656, time: 0.401, data: 0.016) G_GAN: 6.155 G_L1: 3.768 D_real: 0.052 D_fake: 0.015 +(epoch: 110, iters: 756, time: 0.266, data: 0.019) G_GAN: 3.511 G_L1: 3.354 D_real: 0.278 D_fake: 0.230 +(epoch: 110, iters: 856, time: 0.277, data: 0.015) G_GAN: 5.867 G_L1: 3.804 D_real: 0.387 D_fake: 0.025 +(epoch: 110, iters: 956, time: 0.293, data: 0.020) G_GAN: 3.049 G_L1: 4.748 D_real: 0.000 D_fake: 0.247 +(epoch: 110, iters: 1056, time: 0.397, data: 0.020) G_GAN: 4.380 G_L1: 3.697 D_real: 0.160 D_fake: 0.050 +(epoch: 110, iters: 1156, time: 0.278, data: 0.019) G_GAN: 3.552 G_L1: 4.487 D_real: 0.256 D_fake: 0.143 +(epoch: 110, iters: 1256, time: 0.285, data: 0.018) G_GAN: 3.503 G_L1: 3.552 D_real: 0.418 D_fake: 0.192 +(epoch: 110, iters: 1356, time: 0.283, data: 0.020) G_GAN: 3.213 G_L1: 4.022 D_real: 0.383 D_fake: 0.366 +(epoch: 110, iters: 1456, time: 0.385, data: 0.019) G_GAN: 3.696 G_L1: 3.427 D_real: 0.270 D_fake: 0.193 +(epoch: 110, iters: 1556, time: 0.287, data: 0.016) G_GAN: 4.678 G_L1: 4.314 D_real: 0.056 D_fake: 0.027 +(epoch: 110, iters: 1656, time: 0.299, data: 0.019) G_GAN: 3.180 G_L1: 3.138 D_real: 0.010 D_fake: 0.250 +(epoch: 110, iters: 1756, time: 0.305, data: 0.019) G_GAN: 3.674 G_L1: 4.699 D_real: 0.003 D_fake: 0.110 +(epoch: 110, iters: 1856, time: 0.410, data: 0.020) G_GAN: 4.254 G_L1: 5.208 D_real: 0.144 D_fake: 0.054 +(epoch: 110, iters: 1956, time: 0.292, data: 0.019) G_GAN: 3.890 G_L1: 5.372 D_real: 0.273 D_fake: 0.064 +(epoch: 110, iters: 2056, time: 0.291, data: 0.017) G_GAN: 3.905 G_L1: 5.571 D_real: 0.026 D_fake: 0.148 +(epoch: 110, iters: 2156, time: 0.294, data: 0.020) G_GAN: 4.016 G_L1: 3.608 D_real: 0.293 D_fake: 0.056 +(epoch: 110, iters: 2256, time: 0.600, data: 0.018) G_GAN: 4.964 G_L1: 3.419 D_real: 0.037 D_fake: 0.068 +(epoch: 110, iters: 2356, time: 0.301, data: 0.019) G_GAN: 3.522 G_L1: 3.002 D_real: 0.118 D_fake: 0.123 +(epoch: 110, iters: 2456, time: 0.300, data: 0.019) G_GAN: 2.683 G_L1: 2.940 D_real: 0.188 D_fake: 0.146 +(epoch: 110, iters: 2556, time: 0.292, data: 0.019) G_GAN: 3.832 G_L1: 4.063 D_real: 0.098 D_fake: 0.065 +(epoch: 110, iters: 2656, time: 0.393, data: 0.018) G_GAN: 4.311 G_L1: 5.263 D_real: 0.189 D_fake: 0.067 +(epoch: 110, iters: 2756, time: 0.294, data: 0.020) G_GAN: 4.569 G_L1: 3.018 D_real: 0.192 D_fake: 0.102 +(epoch: 110, iters: 2856, time: 0.284, data: 0.019) G_GAN: 3.744 G_L1: 3.902 D_real: 0.026 D_fake: 0.190 +(epoch: 110, iters: 2956, time: 0.290, data: 0.018) G_GAN: 3.414 G_L1: 6.083 D_real: 0.063 D_fake: 0.130 +(epoch: 110, iters: 3056, time: 0.400, data: 0.018) G_GAN: 3.459 G_L1: 3.082 D_real: 0.265 D_fake: 0.104 +(epoch: 110, iters: 3156, time: 0.281, data: 0.017) G_GAN: 3.424 G_L1: 6.480 D_real: 0.066 D_fake: 0.107 +(epoch: 110, iters: 3256, time: 0.281, data: 0.017) G_GAN: 4.670 G_L1: 4.439 D_real: 0.035 D_fake: 0.037 +(epoch: 110, iters: 3356, time: 0.297, data: 0.019) G_GAN: 5.405 G_L1: 3.792 D_real: 0.038 D_fake: 0.021 +(epoch: 110, iters: 3456, time: 0.364, data: 0.026) G_GAN: 4.373 G_L1: 4.158 D_real: 0.245 D_fake: 0.037 +(epoch: 110, iters: 3556, time: 0.300, data: 0.018) G_GAN: 4.170 G_L1: 5.705 D_real: 0.275 D_fake: 0.064 +(epoch: 110, iters: 3656, time: 0.293, data: 0.022) G_GAN: 5.610 G_L1: 6.395 D_real: 0.008 D_fake: 0.027 +(epoch: 110, iters: 3756, time: 0.301, data: 0.019) G_GAN: 3.460 G_L1: 2.987 D_real: 0.004 D_fake: 0.078 +(epoch: 110, iters: 3856, time: 0.367, data: 0.021) G_GAN: 3.867 G_L1: 3.716 D_real: 0.047 D_fake: 0.166 +(epoch: 110, iters: 3956, time: 0.283, data: 0.017) G_GAN: 3.290 G_L1: 4.066 D_real: 0.047 D_fake: 0.194 +(epoch: 110, iters: 4056, time: 0.289, data: 0.017) G_GAN: 2.802 G_L1: 2.827 D_real: 0.408 D_fake: 0.290 +(epoch: 110, iters: 4156, time: 0.282, data: 0.018) G_GAN: 1.903 G_L1: 3.190 D_real: 0.357 D_fake: 0.388 +(epoch: 110, iters: 4256, time: 0.646, data: 0.018) G_GAN: 4.629 G_L1: 3.902 D_real: 0.104 D_fake: 0.065 +(epoch: 110, iters: 4356, time: 0.298, data: 0.019) G_GAN: 5.031 G_L1: 4.665 D_real: 0.045 D_fake: 0.034 +(epoch: 110, iters: 4456, time: 0.286, data: 0.020) G_GAN: 3.978 G_L1: 3.667 D_real: 0.044 D_fake: 0.121 +(epoch: 110, iters: 4556, time: 0.293, data: 0.018) G_GAN: 2.435 G_L1: 3.734 D_real: 0.219 D_fake: 0.245 +(epoch: 110, iters: 4656, time: 0.420, data: 0.018) G_GAN: 3.941 G_L1: 4.654 D_real: 0.013 D_fake: 0.062 +(epoch: 110, iters: 4756, time: 0.287, data: 0.018) G_GAN: 2.790 G_L1: 3.711 D_real: 0.081 D_fake: 0.448 +(epoch: 110, iters: 4856, time: 0.285, data: 0.017) G_GAN: 4.478 G_L1: 3.373 D_real: 0.059 D_fake: 0.070 +(epoch: 110, iters: 4956, time: 0.304, data: 0.018) G_GAN: 4.293 G_L1: 4.178 D_real: 0.286 D_fake: 0.086 +(epoch: 110, iters: 5056, time: 0.408, data: 0.018) G_GAN: 5.071 G_L1: 3.618 D_real: 0.074 D_fake: 0.094 +(epoch: 110, iters: 5156, time: 0.296, data: 0.016) G_GAN: 5.908 G_L1: 7.087 D_real: 0.014 D_fake: 0.034 +(epoch: 110, iters: 5256, time: 0.288, data: 0.019) G_GAN: 6.149 G_L1: 4.146 D_real: 0.003 D_fake: 0.019 +(epoch: 110, iters: 5356, time: 0.288, data: 0.016) G_GAN: 4.918 G_L1: 3.749 D_real: 0.101 D_fake: 0.026 +(epoch: 110, iters: 5456, time: 0.408, data: 0.017) G_GAN: 4.201 G_L1: 3.260 D_real: 0.154 D_fake: 0.053 +(epoch: 110, iters: 5556, time: 0.289, data: 0.017) G_GAN: 4.302 G_L1: 3.968 D_real: 0.011 D_fake: 0.132 +(epoch: 110, iters: 5656, time: 0.288, data: 0.016) G_GAN: 3.912 G_L1: 5.262 D_real: 0.292 D_fake: 0.085 +(epoch: 110, iters: 5756, time: 0.309, data: 0.018) G_GAN: 3.226 G_L1: 3.363 D_real: 0.287 D_fake: 0.247 +(epoch: 110, iters: 5856, time: 0.372, data: 0.019) G_GAN: 2.593 G_L1: 4.048 D_real: 0.267 D_fake: 0.176 +(epoch: 110, iters: 5956, time: 0.300, data: 0.017) G_GAN: 3.008 G_L1: 3.936 D_real: 0.008 D_fake: 0.284 +(epoch: 110, iters: 6056, time: 0.285, data: 0.018) G_GAN: 2.226 G_L1: 3.491 D_real: 0.626 D_fake: 0.211 +(epoch: 110, iters: 6156, time: 0.292, data: 0.018) G_GAN: 4.695 G_L1: 3.536 D_real: 0.186 D_fake: 0.030 +(epoch: 110, iters: 6256, time: 0.651, data: 0.018) G_GAN: 4.734 G_L1: 5.731 D_real: 0.079 D_fake: 0.030 +(epoch: 110, iters: 6356, time: 0.292, data: 0.018) G_GAN: 3.384 G_L1: 4.935 D_real: 0.002 D_fake: 0.118 +(epoch: 110, iters: 6456, time: 0.295, data: 0.017) G_GAN: 2.269 G_L1: 3.129 D_real: 0.084 D_fake: 0.259 +(epoch: 110, iters: 6556, time: 0.308, data: 0.019) G_GAN: 4.006 G_L1: 4.638 D_real: 0.147 D_fake: 0.086 +(epoch: 110, iters: 6656, time: 0.427, data: 0.018) G_GAN: 4.437 G_L1: 5.789 D_real: 0.181 D_fake: 0.197 +(epoch: 110, iters: 6756, time: 0.291, data: 0.022) G_GAN: 4.999 G_L1: 3.579 D_real: 0.084 D_fake: 0.048 +(epoch: 110, iters: 6856, time: 0.279, data: 0.018) G_GAN: 3.195 G_L1: 4.341 D_real: 0.404 D_fake: 0.112 +(epoch: 110, iters: 6956, time: 0.290, data: 0.016) G_GAN: 5.197 G_L1: 4.497 D_real: 0.149 D_fake: 0.087 +(epoch: 110, iters: 7056, time: 0.410, data: 0.019) G_GAN: 5.069 G_L1: 3.862 D_real: 0.044 D_fake: 0.025 +(epoch: 110, iters: 7156, time: 0.295, data: 0.018) G_GAN: 4.604 G_L1: 4.158 D_real: 0.016 D_fake: 0.035 +(epoch: 110, iters: 7256, time: 0.301, data: 0.020) G_GAN: 3.011 G_L1: 3.736 D_real: 0.007 D_fake: 0.170 +(epoch: 110, iters: 7356, time: 0.295, data: 0.024) G_GAN: 3.848 G_L1: 4.814 D_real: 0.020 D_fake: 0.106 +(epoch: 110, iters: 7456, time: 0.420, data: 0.017) G_GAN: 3.443 G_L1: 3.884 D_real: 0.111 D_fake: 0.091 +(epoch: 110, iters: 7556, time: 0.294, data: 0.020) G_GAN: 3.105 G_L1: 3.083 D_real: 0.050 D_fake: 0.131 +(epoch: 110, iters: 7656, time: 0.290, data: 0.018) G_GAN: 4.732 G_L1: 3.537 D_real: 0.019 D_fake: 0.105 +(epoch: 110, iters: 7756, time: 0.284, data: 0.017) G_GAN: 5.169 G_L1: 4.788 D_real: 0.006 D_fake: 0.055 +(epoch: 110, iters: 7856, time: 0.386, data: 0.018) G_GAN: 4.590 G_L1: 2.713 D_real: 0.183 D_fake: 0.093 +(epoch: 110, iters: 7956, time: 0.302, data: 0.019) G_GAN: 3.349 G_L1: 3.535 D_real: 0.160 D_fake: 0.151 +(epoch: 110, iters: 8056, time: 0.294, data: 0.019) G_GAN: 4.202 G_L1: 4.196 D_real: 0.001 D_fake: 0.057 +(epoch: 110, iters: 8156, time: 0.294, data: 0.024) G_GAN: 4.613 G_L1: 3.827 D_real: 0.001 D_fake: 0.035 +(epoch: 110, iters: 8256, time: 0.621, data: 0.019) G_GAN: 4.967 G_L1: 4.735 D_real: 0.053 D_fake: 0.055 +(epoch: 110, iters: 8356, time: 0.300, data: 0.019) G_GAN: 4.185 G_L1: 5.534 D_real: 0.005 D_fake: 0.086 +(epoch: 110, iters: 8456, time: 0.308, data: 0.019) G_GAN: 3.512 G_L1: 3.541 D_real: 0.120 D_fake: 0.177 +(epoch: 110, iters: 8556, time: 0.299, data: 0.020) G_GAN: 2.971 G_L1: 3.242 D_real: 0.279 D_fake: 0.164 +(epoch: 110, iters: 8656, time: 0.388, data: 0.019) G_GAN: 5.659 G_L1: 3.156 D_real: 0.048 D_fake: 0.183 +(epoch: 110, iters: 8756, time: 0.294, data: 0.019) G_GAN: 3.563 G_L1: 3.326 D_real: 0.068 D_fake: 0.064 +(epoch: 110, iters: 8856, time: 0.294, data: 0.019) G_GAN: 2.953 G_L1: 4.050 D_real: 0.050 D_fake: 0.240 +(epoch: 110, iters: 8956, time: 0.303, data: 0.019) G_GAN: 2.761 G_L1: 4.446 D_real: 0.174 D_fake: 0.380 +(epoch: 110, iters: 9056, time: 0.410, data: 0.020) G_GAN: 5.421 G_L1: 4.664 D_real: 0.005 D_fake: 0.078 +(epoch: 110, iters: 9156, time: 0.297, data: 0.022) G_GAN: 4.729 G_L1: 5.180 D_real: 0.022 D_fake: 0.108 +(epoch: 110, iters: 9256, time: 0.304, data: 0.018) G_GAN: 4.144 G_L1: 4.426 D_real: 0.000 D_fake: 0.087 +(epoch: 110, iters: 9356, time: 0.304, data: 0.020) G_GAN: 5.447 G_L1: 4.424 D_real: 0.026 D_fake: 0.094 +(epoch: 110, iters: 9456, time: 0.405, data: 0.019) G_GAN: 4.313 G_L1: 3.224 D_real: 0.287 D_fake: 0.050 +(epoch: 110, iters: 9556, time: 0.294, data: 0.019) G_GAN: 3.604 G_L1: 4.466 D_real: 0.014 D_fake: 0.124 +(epoch: 110, iters: 9656, time: 0.299, data: 0.019) G_GAN: 3.223 G_L1: 3.943 D_real: 0.079 D_fake: 0.203 +(epoch: 110, iters: 9756, time: 0.296, data: 0.021) G_GAN: 4.183 G_L1: 4.504 D_real: 0.214 D_fake: 0.046 +(epoch: 110, iters: 9856, time: 0.391, data: 0.020) G_GAN: 5.722 G_L1: 3.922 D_real: 0.067 D_fake: 0.054 +(epoch: 110, iters: 9956, time: 0.297, data: 0.019) G_GAN: 3.204 G_L1: 3.777 D_real: 0.050 D_fake: 0.104 +(epoch: 110, iters: 10056, time: 0.297, data: 0.021) G_GAN: 4.505 G_L1: 5.256 D_real: 0.072 D_fake: 0.026 +(epoch: 110, iters: 10156, time: 0.303, data: 0.022) G_GAN: 3.968 G_L1: 3.692 D_real: 0.095 D_fake: 0.061 +(epoch: 110, iters: 10256, time: 0.660, data: 0.021) G_GAN: 3.269 G_L1: 4.307 D_real: 0.014 D_fake: 0.425 +(epoch: 110, iters: 10356, time: 0.302, data: 0.020) G_GAN: 3.198 G_L1: 3.548 D_real: 0.001 D_fake: 0.114 +(epoch: 110, iters: 10456, time: 0.299, data: 0.020) G_GAN: 2.987 G_L1: 3.371 D_real: 0.220 D_fake: 0.146 +(epoch: 110, iters: 10556, time: 0.294, data: 0.019) G_GAN: 3.418 G_L1: 2.689 D_real: 0.044 D_fake: 0.144 +(epoch: 110, iters: 10656, time: 0.426, data: 0.018) G_GAN: 4.446 G_L1: 4.195 D_real: 0.393 D_fake: 0.031 +(epoch: 110, iters: 10756, time: 0.298, data: 0.020) G_GAN: 4.409 G_L1: 2.956 D_real: 0.183 D_fake: 0.029 +(epoch: 110, iters: 10856, time: 0.294, data: 0.023) G_GAN: 5.443 G_L1: 6.288 D_real: 0.023 D_fake: 0.074 +(epoch: 110, iters: 10956, time: 0.294, data: 0.018) G_GAN: 3.641 G_L1: 3.814 D_real: 0.029 D_fake: 0.109 +(epoch: 110, iters: 11056, time: 0.424, data: 0.020) G_GAN: 5.677 G_L1: 7.277 D_real: 0.015 D_fake: 0.083 +(epoch: 110, iters: 11156, time: 0.299, data: 0.019) G_GAN: 5.026 G_L1: 5.083 D_real: 0.359 D_fake: 0.089 +(epoch: 110, iters: 11256, time: 0.306, data: 0.019) G_GAN: 5.938 G_L1: 4.670 D_real: 0.130 D_fake: 0.010 +(epoch: 110, iters: 11356, time: 0.301, data: 0.020) G_GAN: 7.185 G_L1: 5.786 D_real: 0.313 D_fake: 0.008 +(epoch: 110, iters: 11456, time: 0.402, data: 0.019) G_GAN: 5.731 G_L1: 4.036 D_real: 0.000 D_fake: 0.037 +(epoch: 110, iters: 11556, time: 0.297, data: 0.018) G_GAN: 2.965 G_L1: 3.254 D_real: 0.203 D_fake: 0.227 +(epoch: 110, iters: 11656, time: 0.301, data: 0.019) G_GAN: 5.025 G_L1: 4.344 D_real: 0.001 D_fake: 0.023 +(epoch: 110, iters: 11756, time: 0.285, data: 0.021) G_GAN: 4.382 G_L1: 5.815 D_real: 0.001 D_fake: 0.090 +(epoch: 110, iters: 11856, time: 0.414, data: 0.016) G_GAN: 3.761 G_L1: 2.489 D_real: 0.071 D_fake: 0.105 +(epoch: 110, iters: 11956, time: 0.298, data: 0.019) G_GAN: 2.360 G_L1: 3.336 D_real: 0.071 D_fake: 0.363 +(epoch: 110, iters: 12056, time: 0.302, data: 0.019) G_GAN: 5.883 G_L1: 3.572 D_real: 0.006 D_fake: 0.012 +(epoch: 110, iters: 12156, time: 0.283, data: 0.020) G_GAN: 4.261 G_L1: 4.775 D_real: 0.068 D_fake: 0.055 +(epoch: 110, iters: 12256, time: 0.654, data: 0.016) G_GAN: 2.642 G_L1: 2.465 D_real: 0.172 D_fake: 0.166 +(epoch: 110, iters: 12356, time: 0.296, data: 0.020) G_GAN: 4.030 G_L1: 5.327 D_real: 0.004 D_fake: 0.045 +(epoch: 110, iters: 12456, time: 0.296, data: 0.017) G_GAN: 3.080 G_L1: 2.497 D_real: 0.167 D_fake: 0.197 +(epoch: 110, iters: 12556, time: 0.302, data: 0.019) G_GAN: 4.657 G_L1: 2.716 D_real: 0.258 D_fake: 0.029 +(epoch: 110, iters: 12656, time: 0.374, data: 0.030) G_GAN: 2.996 G_L1: 3.202 D_real: 0.013 D_fake: 0.180 +(epoch: 110, iters: 12756, time: 0.300, data: 0.020) G_GAN: 3.353 G_L1: 4.183 D_real: 0.074 D_fake: 0.213 +(epoch: 110, iters: 12856, time: 0.296, data: 0.020) G_GAN: 4.819 G_L1: 4.892 D_real: 0.007 D_fake: 0.123 +(epoch: 110, iters: 12956, time: 0.301, data: 0.020) G_GAN: 3.407 G_L1: 3.504 D_real: 0.016 D_fake: 0.102 +(epoch: 110, iters: 13056, time: 0.414, data: 0.020) G_GAN: 4.043 G_L1: 3.598 D_real: 0.030 D_fake: 0.063 +(epoch: 110, iters: 13156, time: 0.297, data: 0.018) G_GAN: 3.550 G_L1: 3.267 D_real: 0.004 D_fake: 0.082 +(epoch: 110, iters: 13256, time: 0.304, data: 0.020) G_GAN: 4.593 G_L1: 2.751 D_real: 0.028 D_fake: 0.043 +(epoch: 110, iters: 13356, time: 0.300, data: 0.019) G_GAN: 5.862 G_L1: 4.397 D_real: 0.000 D_fake: 0.008 +(epoch: 110, iters: 13456, time: 0.386, data: 0.019) G_GAN: 4.110 G_L1: 4.169 D_real: 0.001 D_fake: 0.040 +(epoch: 110, iters: 13556, time: 0.286, data: 0.018) G_GAN: 3.297 G_L1: 4.141 D_real: 0.127 D_fake: 0.159 +(epoch: 110, iters: 13656, time: 0.294, data: 0.018) G_GAN: 5.244 G_L1: 4.538 D_real: 0.015 D_fake: 0.084 +(epoch: 110, iters: 13756, time: 0.296, data: 0.018) G_GAN: 5.827 G_L1: 5.191 D_real: 0.140 D_fake: 0.022 +(epoch: 110, iters: 13856, time: 0.409, data: 0.020) G_GAN: 2.970 G_L1: 2.994 D_real: 0.058 D_fake: 0.255 +(epoch: 110, iters: 13956, time: 0.287, data: 0.018) G_GAN: 4.379 G_L1: 5.257 D_real: 0.008 D_fake: 0.061 +(epoch: 110, iters: 14056, time: 0.297, data: 0.017) G_GAN: 5.467 G_L1: 4.002 D_real: 0.126 D_fake: 0.081 +(epoch: 110, iters: 14156, time: 0.297, data: 0.019) G_GAN: 4.491 G_L1: 2.742 D_real: 0.219 D_fake: 0.135 +(epoch: 110, iters: 14256, time: 0.635, data: 0.018) G_GAN: 3.590 G_L1: 3.886 D_real: 0.043 D_fake: 0.102 +(epoch: 110, iters: 14356, time: 0.294, data: 0.017) G_GAN: 3.743 G_L1: 4.000 D_real: 0.048 D_fake: 0.118 +(epoch: 110, iters: 14456, time: 0.306, data: 0.020) G_GAN: 5.051 G_L1: 3.848 D_real: 0.000 D_fake: 0.024 +(epoch: 110, iters: 14556, time: 0.301, data: 0.019) G_GAN: 4.373 G_L1: 7.525 D_real: 0.035 D_fake: 0.074 +(epoch: 110, iters: 14656, time: 0.417, data: 0.020) G_GAN: 3.592 G_L1: 3.044 D_real: 0.020 D_fake: 0.219 +(epoch: 110, iters: 14756, time: 0.289, data: 0.020) G_GAN: 3.602 G_L1: 3.408 D_real: 0.030 D_fake: 0.246 +(epoch: 110, iters: 14856, time: 0.300, data: 0.018) G_GAN: 3.988 G_L1: 5.813 D_real: 0.007 D_fake: 0.153 +(epoch: 110, iters: 14956, time: 0.300, data: 0.020) G_GAN: 4.448 G_L1: 3.354 D_real: 0.090 D_fake: 0.055 +(epoch: 110, iters: 15056, time: 0.411, data: 0.025) G_GAN: 5.601 G_L1: 3.813 D_real: 0.015 D_fake: 0.013 +(epoch: 110, iters: 15156, time: 0.295, data: 0.018) G_GAN: 5.250 G_L1: 5.088 D_real: 0.043 D_fake: 0.018 +(epoch: 110, iters: 15256, time: 0.302, data: 0.019) G_GAN: 3.243 G_L1: 5.508 D_real: 0.046 D_fake: 0.394 +(epoch: 110, iters: 15356, time: 0.296, data: 0.019) G_GAN: 5.444 G_L1: 4.636 D_real: 0.021 D_fake: 0.040 +(epoch: 110, iters: 15456, time: 0.411, data: 0.020) G_GAN: 5.590 G_L1: 4.054 D_real: 0.003 D_fake: 0.021 +(epoch: 110, iters: 15556, time: 0.300, data: 0.019) G_GAN: 5.175 G_L1: 4.460 D_real: 0.324 D_fake: 0.033 +(epoch: 110, iters: 15656, time: 0.303, data: 0.018) G_GAN: 5.493 G_L1: 3.372 D_real: 0.063 D_fake: 0.033 +(epoch: 110, iters: 15756, time: 0.304, data: 0.019) G_GAN: 3.838 G_L1: 4.760 D_real: 0.061 D_fake: 0.144 +(epoch: 110, iters: 15856, time: 0.412, data: 0.019) G_GAN: 4.175 G_L1: 4.978 D_real: 0.041 D_fake: 0.090 +(epoch: 110, iters: 15956, time: 0.294, data: 0.017) G_GAN: 3.894 G_L1: 3.843 D_real: 0.008 D_fake: 0.108 +(epoch: 110, iters: 16056, time: 0.299, data: 0.019) G_GAN: 2.926 G_L1: 3.415 D_real: 0.090 D_fake: 0.295 +(epoch: 110, iters: 16156, time: 0.300, data: 0.020) G_GAN: 3.669 G_L1: 2.891 D_real: 0.075 D_fake: 0.063 +(epoch: 110, iters: 16256, time: 0.663, data: 0.018) G_GAN: 3.930 G_L1: 4.148 D_real: 0.019 D_fake: 0.183 +(epoch: 110, iters: 16356, time: 0.292, data: 0.019) G_GAN: 5.426 G_L1: 3.000 D_real: 0.029 D_fake: 0.210 +(epoch: 110, iters: 16456, time: 0.300, data: 0.019) G_GAN: 2.729 G_L1: 3.488 D_real: 0.111 D_fake: 0.327 +(epoch: 110, iters: 16556, time: 0.301, data: 0.020) G_GAN: 3.421 G_L1: 3.212 D_real: 0.091 D_fake: 0.160 +(epoch: 110, iters: 16656, time: 0.423, data: 0.020) G_GAN: 6.175 G_L1: 4.779 D_real: 0.337 D_fake: 0.066 +(epoch: 110, iters: 16756, time: 0.302, data: 0.019) G_GAN: 3.535 G_L1: 3.868 D_real: 0.116 D_fake: 0.104 +(epoch: 110, iters: 16856, time: 0.299, data: 0.019) G_GAN: 4.354 G_L1: 3.459 D_real: 0.091 D_fake: 0.077 +(epoch: 110, iters: 16956, time: 0.303, data: 0.020) G_GAN: 3.865 G_L1: 3.762 D_real: 0.017 D_fake: 0.079 +(epoch: 110, iters: 17056, time: 0.381, data: 0.019) G_GAN: 3.967 G_L1: 3.119 D_real: 0.010 D_fake: 0.060 +(epoch: 110, iters: 17156, time: 0.300, data: 0.022) G_GAN: 5.423 G_L1: 4.283 D_real: 0.096 D_fake: 0.025 +(epoch: 110, iters: 17256, time: 0.302, data: 0.019) G_GAN: 5.068 G_L1: 2.910 D_real: 0.205 D_fake: 0.013 +(epoch: 110, iters: 17356, time: 0.302, data: 0.021) G_GAN: 5.025 G_L1: 4.118 D_real: 0.001 D_fake: 0.025 +(epoch: 110, iters: 17456, time: 0.419, data: 0.019) G_GAN: 4.705 G_L1: 4.798 D_real: 0.207 D_fake: 0.042 +(epoch: 110, iters: 17556, time: 0.300, data: 0.019) G_GAN: 4.823 G_L1: 3.852 D_real: 0.252 D_fake: 0.028 +(epoch: 110, iters: 17656, time: 0.302, data: 0.019) G_GAN: 3.750 G_L1: 3.016 D_real: 0.086 D_fake: 0.143 +(epoch: 110, iters: 17756, time: 0.294, data: 0.021) G_GAN: 5.834 G_L1: 3.561 D_real: 0.165 D_fake: 0.011 +(epoch: 110, iters: 17856, time: 0.417, data: 0.019) G_GAN: 3.474 G_L1: 2.282 D_real: 0.333 D_fake: 0.098 +(epoch: 110, iters: 17956, time: 0.291, data: 0.021) G_GAN: 4.215 G_L1: 3.494 D_real: 0.022 D_fake: 0.085 +(epoch: 110, iters: 18056, time: 0.292, data: 0.018) G_GAN: 3.254 G_L1: 5.416 D_real: 0.059 D_fake: 0.439 +(epoch: 110, iters: 18156, time: 0.290, data: 0.020) G_GAN: 3.755 G_L1: 3.210 D_real: 0.369 D_fake: 0.048 +(epoch: 110, iters: 18256, time: 0.654, data: 0.019) G_GAN: 4.083 G_L1: 3.295 D_real: 0.170 D_fake: 0.068 +(epoch: 110, iters: 18356, time: 0.290, data: 0.019) G_GAN: 3.362 G_L1: 2.500 D_real: 0.079 D_fake: 0.208 +(epoch: 110, iters: 18456, time: 0.301, data: 0.018) G_GAN: 4.175 G_L1: 3.845 D_real: 0.158 D_fake: 0.056 +(epoch: 110, iters: 18556, time: 0.297, data: 0.020) G_GAN: 4.032 G_L1: 3.209 D_real: 0.006 D_fake: 0.156 +(epoch: 110, iters: 18656, time: 0.394, data: 0.019) G_GAN: 4.032 G_L1: 2.883 D_real: 0.043 D_fake: 0.113 +(epoch: 110, iters: 18756, time: 0.303, data: 0.019) G_GAN: 4.160 G_L1: 4.044 D_real: 0.075 D_fake: 0.156 +(epoch: 110, iters: 18856, time: 0.305, data: 0.019) G_GAN: 3.366 G_L1: 3.386 D_real: 0.220 D_fake: 0.079 +(epoch: 110, iters: 18956, time: 0.302, data: 0.020) G_GAN: 5.897 G_L1: 4.967 D_real: 0.001 D_fake: 0.012 +(epoch: 110, iters: 19056, time: 0.415, data: 0.018) G_GAN: 3.363 G_L1: 3.836 D_real: 0.002 D_fake: 0.159 +(epoch: 110, iters: 19156, time: 0.287, data: 0.019) G_GAN: 2.570 G_L1: 2.523 D_real: 0.162 D_fake: 0.176 +(epoch: 110, iters: 19256, time: 0.287, data: 0.019) G_GAN: 3.358 G_L1: 3.447 D_real: 0.235 D_fake: 0.109 +(epoch: 110, iters: 19356, time: 0.295, data: 0.017) G_GAN: 5.044 G_L1: 3.586 D_real: 0.048 D_fake: 0.027 +(epoch: 110, iters: 19456, time: 0.411, data: 0.019) G_GAN: 4.436 G_L1: 3.612 D_real: 0.568 D_fake: 0.033 +(epoch: 110, iters: 19556, time: 0.296, data: 0.020) G_GAN: 3.395 G_L1: 3.910 D_real: 0.008 D_fake: 0.260 +(epoch: 110, iters: 19656, time: 0.288, data: 0.018) G_GAN: 4.955 G_L1: 4.967 D_real: 0.209 D_fake: 0.021 +(epoch: 110, iters: 19756, time: 0.278, data: 0.019) G_GAN: 3.383 G_L1: 3.081 D_real: 0.002 D_fake: 0.253 +(epoch: 110, iters: 19856, time: 0.414, data: 0.017) G_GAN: 4.451 G_L1: 4.647 D_real: 0.102 D_fake: 0.044 +(epoch: 110, iters: 19956, time: 0.294, data: 0.020) G_GAN: 2.990 G_L1: 2.907 D_real: 0.141 D_fake: 0.135 +(epoch: 110, iters: 20056, time: 0.289, data: 0.020) G_GAN: 4.622 G_L1: 3.833 D_real: 0.005 D_fake: 0.048 +(epoch: 110, iters: 20156, time: 0.287, data: 0.020) G_GAN: 3.657 G_L1: 3.043 D_real: 0.120 D_fake: 0.073 +(epoch: 110, iters: 20256, time: 0.593, data: 0.020) G_GAN: 2.791 G_L1: 3.384 D_real: 0.183 D_fake: 0.300 +(epoch: 110, iters: 20356, time: 0.297, data: 0.019) G_GAN: 5.090 G_L1: 3.473 D_real: 0.000 D_fake: 0.025 +(epoch: 110, iters: 20456, time: 0.305, data: 0.018) G_GAN: 3.780 G_L1: 3.387 D_real: 0.036 D_fake: 0.066 +(epoch: 110, iters: 20556, time: 0.288, data: 0.021) G_GAN: 3.062 G_L1: 3.297 D_real: 0.093 D_fake: 0.133 +(epoch: 110, iters: 20656, time: 0.432, data: 0.019) G_GAN: 3.194 G_L1: 3.965 D_real: 0.103 D_fake: 0.143 +(epoch: 110, iters: 20756, time: 0.301, data: 0.019) G_GAN: 3.842 G_L1: 2.872 D_real: 0.049 D_fake: 0.058 +(epoch: 110, iters: 20856, time: 0.303, data: 0.019) G_GAN: 2.982 G_L1: 3.078 D_real: 0.645 D_fake: 0.132 +(epoch: 110, iters: 20956, time: 0.293, data: 0.021) G_GAN: 4.662 G_L1: 5.319 D_real: 0.215 D_fake: 0.066 +(epoch: 110, iters: 21056, time: 0.412, data: 0.018) G_GAN: 3.997 G_L1: 5.482 D_real: 0.013 D_fake: 0.093 +(epoch: 110, iters: 21156, time: 0.294, data: 0.018) G_GAN: 3.249 G_L1: 3.640 D_real: 0.184 D_fake: 0.170 +(epoch: 110, iters: 21256, time: 0.294, data: 0.019) G_GAN: 3.234 G_L1: 6.358 D_real: 0.000 D_fake: 0.138 +(epoch: 110, iters: 21356, time: 0.295, data: 0.017) G_GAN: 4.596 G_L1: 4.219 D_real: 0.584 D_fake: 0.031 +(epoch: 110, iters: 21456, time: 0.404, data: 0.019) G_GAN: 3.125 G_L1: 3.428 D_real: 0.120 D_fake: 0.216 +(epoch: 110, iters: 21556, time: 0.281, data: 0.017) G_GAN: 3.071 G_L1: 4.011 D_real: 0.004 D_fake: 0.128 +(epoch: 110, iters: 21656, time: 0.285, data: 0.019) G_GAN: 2.855 G_L1: 3.590 D_real: 0.032 D_fake: 0.292 +(epoch: 110, iters: 21756, time: 0.294, data: 0.019) G_GAN: 3.451 G_L1: 4.047 D_real: 0.053 D_fake: 0.162 +(epoch: 110, iters: 21856, time: 0.388, data: 0.017) G_GAN: 5.715 G_L1: 2.945 D_real: 0.125 D_fake: 0.022 +(epoch: 110, iters: 21956, time: 0.296, data: 0.017) G_GAN: 4.195 G_L1: 5.167 D_real: 0.266 D_fake: 0.149 +(epoch: 110, iters: 22056, time: 0.277, data: 0.019) G_GAN: 4.147 G_L1: 2.892 D_real: 0.080 D_fake: 0.054 +(epoch: 110, iters: 22156, time: 0.280, data: 0.016) G_GAN: 2.882 G_L1: 3.470 D_real: 0.266 D_fake: 0.149 +(epoch: 110, iters: 22256, time: 0.658, data: 0.018) G_GAN: 3.360 G_L1: 3.409 D_real: 0.159 D_fake: 0.122 +(epoch: 110, iters: 22356, time: 0.304, data: 0.024) G_GAN: 4.726 G_L1: 4.810 D_real: 0.000 D_fake: 0.044 +(epoch: 110, iters: 22456, time: 0.295, data: 0.025) G_GAN: 3.866 G_L1: 3.290 D_real: 0.255 D_fake: 0.071 +(epoch: 110, iters: 22556, time: 0.298, data: 0.019) G_GAN: 4.246 G_L1: 3.698 D_real: 1.331 D_fake: 0.018 +(epoch: 110, iters: 22656, time: 0.408, data: 0.019) G_GAN: 2.880 G_L1: 2.731 D_real: 0.026 D_fake: 0.191 +(epoch: 110, iters: 22756, time: 0.285, data: 0.019) G_GAN: 5.145 G_L1: 4.979 D_real: 0.173 D_fake: 0.034 +(epoch: 110, iters: 22856, time: 0.282, data: 0.018) G_GAN: 3.648 G_L1: 3.691 D_real: 0.058 D_fake: 0.146 +(epoch: 110, iters: 22956, time: 0.294, data: 0.017) G_GAN: 3.316 G_L1: 2.865 D_real: 0.125 D_fake: 0.140 +(epoch: 110, iters: 23056, time: 0.376, data: 0.019) G_GAN: 4.237 G_L1: 3.007 D_real: 0.104 D_fake: 0.053 +(epoch: 110, iters: 23156, time: 0.280, data: 0.019) G_GAN: 2.369 G_L1: 3.841 D_real: 0.269 D_fake: 0.213 +(epoch: 110, iters: 23256, time: 0.285, data: 0.017) G_GAN: 2.748 G_L1: 3.812 D_real: 0.321 D_fake: 0.182 +(epoch: 110, iters: 23356, time: 0.292, data: 0.020) G_GAN: 3.372 G_L1: 4.966 D_real: 0.100 D_fake: 0.116 +(epoch: 110, iters: 23456, time: 0.425, data: 0.019) G_GAN: 3.200 G_L1: 3.517 D_real: 0.108 D_fake: 0.107 +(epoch: 110, iters: 23556, time: 0.305, data: 0.019) G_GAN: 3.727 G_L1: 3.883 D_real: 0.089 D_fake: 0.063 +(epoch: 110, iters: 23656, time: 0.302, data: 0.018) G_GAN: 4.785 G_L1: 3.760 D_real: 0.127 D_fake: 0.059 +(epoch: 110, iters: 23756, time: 0.297, data: 0.019) G_GAN: 4.470 G_L1: 3.167 D_real: 0.138 D_fake: 0.041 +(epoch: 110, iters: 23856, time: 0.417, data: 0.018) G_GAN: 4.405 G_L1: 4.517 D_real: 0.038 D_fake: 0.096 +(epoch: 110, iters: 23956, time: 0.287, data: 0.019) G_GAN: 3.930 G_L1: 4.549 D_real: 0.201 D_fake: 0.063 +(epoch: 110, iters: 24056, time: 0.298, data: 0.017) G_GAN: 4.085 G_L1: 4.943 D_real: 0.052 D_fake: 0.104 +(epoch: 110, iters: 24156, time: 0.300, data: 0.020) G_GAN: 4.435 G_L1: 3.764 D_real: 0.001 D_fake: 0.119 +(epoch: 110, iters: 24256, time: 0.643, data: 0.019) G_GAN: 4.850 G_L1: 2.881 D_real: 0.084 D_fake: 0.047 +(epoch: 110, iters: 24356, time: 0.293, data: 0.019) G_GAN: 3.847 G_L1: 2.598 D_real: 0.132 D_fake: 0.052 +(epoch: 110, iters: 24456, time: 0.280, data: 0.017) G_GAN: 3.587 G_L1: 2.764 D_real: 0.137 D_fake: 0.119 +(epoch: 110, iters: 24556, time: 0.299, data: 0.016) G_GAN: 6.876 G_L1: 5.337 D_real: 0.064 D_fake: 0.042 +(epoch: 110, iters: 24656, time: 0.409, data: 0.019) G_GAN: 5.324 G_L1: 3.258 D_real: 0.110 D_fake: 0.023 +(epoch: 110, iters: 24756, time: 0.294, data: 0.018) G_GAN: 5.185 G_L1: 4.696 D_real: 0.008 D_fake: 0.017 +(epoch: 110, iters: 24856, time: 0.297, data: 0.020) G_GAN: 4.998 G_L1: 4.380 D_real: 0.346 D_fake: 0.014 +(epoch: 110, iters: 24956, time: 0.294, data: 0.018) G_GAN: 4.186 G_L1: 4.572 D_real: 0.014 D_fake: 0.131 +(epoch: 110, iters: 25056, time: 0.383, data: 0.017) G_GAN: 4.211 G_L1: 4.177 D_real: 0.004 D_fake: 0.166 +(epoch: 110, iters: 25156, time: 0.306, data: 0.018) G_GAN: 2.914 G_L1: 2.534 D_real: 0.063 D_fake: 0.271 +(epoch: 110, iters: 25256, time: 0.300, data: 0.019) G_GAN: 2.685 G_L1: 1.998 D_real: 0.477 D_fake: 0.182 +(epoch: 110, iters: 25356, time: 0.295, data: 0.019) G_GAN: 3.831 G_L1: 3.219 D_real: 0.102 D_fake: 0.113 +(epoch: 110, iters: 25456, time: 0.418, data: 0.018) G_GAN: 3.863 G_L1: 4.342 D_real: 0.095 D_fake: 0.079 +(epoch: 110, iters: 25556, time: 0.294, data: 0.020) G_GAN: 3.230 G_L1: 4.723 D_real: 0.049 D_fake: 0.203 +(epoch: 110, iters: 25656, time: 0.295, data: 0.019) G_GAN: 2.426 G_L1: 2.733 D_real: 0.069 D_fake: 0.219 +(epoch: 110, iters: 25756, time: 0.291, data: 0.019) G_GAN: 4.584 G_L1: 3.328 D_real: 0.076 D_fake: 0.135 +(epoch: 110, iters: 25856, time: 0.410, data: 0.019) G_GAN: 5.256 G_L1: 4.106 D_real: 0.009 D_fake: 0.066 +(epoch: 110, iters: 25956, time: 0.277, data: 0.017) G_GAN: 3.642 G_L1: 3.961 D_real: 0.004 D_fake: 0.106 +(epoch: 110, iters: 26056, time: 0.293, data: 0.016) G_GAN: 4.091 G_L1: 2.945 D_real: 0.039 D_fake: 0.111 +(epoch: 110, iters: 26156, time: 0.296, data: 0.019) G_GAN: 4.764 G_L1: 4.270 D_real: 0.018 D_fake: 0.056 +(epoch: 110, iters: 26256, time: 0.588, data: 0.021) G_GAN: 5.922 G_L1: 2.994 D_real: 0.090 D_fake: 0.010 +(epoch: 110, iters: 26356, time: 0.302, data: 0.016) G_GAN: 3.100 G_L1: 3.364 D_real: 0.189 D_fake: 0.202 +(epoch: 110, iters: 26456, time: 0.298, data: 0.020) G_GAN: 4.403 G_L1: 2.672 D_real: 0.075 D_fake: 0.047 +(epoch: 110, iters: 26556, time: 0.300, data: 0.019) G_GAN: 4.600 G_L1: 3.005 D_real: 0.035 D_fake: 0.063 +(epoch: 110, iters: 26656, time: 0.387, data: 0.019) G_GAN: 4.002 G_L1: 2.510 D_real: 0.454 D_fake: 0.065 +(epoch: 110, iters: 26756, time: 0.295, data: 0.018) G_GAN: 3.861 G_L1: 5.532 D_real: 0.010 D_fake: 0.103 +(epoch: 110, iters: 26856, time: 0.295, data: 0.018) G_GAN: 2.768 G_L1: 2.750 D_real: 0.200 D_fake: 0.184 +(epoch: 110, iters: 26956, time: 0.298, data: 0.018) G_GAN: 4.032 G_L1: 2.517 D_real: 0.051 D_fake: 0.095 +(epoch: 110, iters: 27056, time: 0.386, data: 0.017) G_GAN: 2.285 G_L1: 2.367 D_real: 0.491 D_fake: 0.171 +(epoch: 110, iters: 27156, time: 0.303, data: 0.018) G_GAN: 3.769 G_L1: 3.771 D_real: 0.000 D_fake: 0.106 +(epoch: 110, iters: 27256, time: 0.299, data: 0.019) G_GAN: 4.388 G_L1: 3.983 D_real: 0.019 D_fake: 0.195 +(epoch: 110, iters: 27356, time: 0.286, data: 0.018) G_GAN: 4.296 G_L1: 4.799 D_real: 0.085 D_fake: 0.040 +(epoch: 110, iters: 27456, time: 0.382, data: 0.021) G_GAN: 3.815 G_L1: 3.908 D_real: 0.466 D_fake: 0.047 +(epoch: 110, iters: 27556, time: 0.301, data: 0.018) G_GAN: 4.658 G_L1: 3.312 D_real: 0.050 D_fake: 0.121 +(epoch: 110, iters: 27656, time: 0.306, data: 0.020) G_GAN: 6.420 G_L1: 4.338 D_real: 0.026 D_fake: 0.014 +(epoch: 110, iters: 27756, time: 0.300, data: 0.019) G_GAN: 4.281 G_L1: 3.516 D_real: 0.029 D_fake: 0.053 +(epoch: 110, iters: 27856, time: 0.400, data: 0.018) G_GAN: 5.662 G_L1: 4.138 D_real: 0.028 D_fake: 0.034 +(epoch: 110, iters: 27956, time: 0.291, data: 0.020) G_GAN: 4.270 G_L1: 4.457 D_real: 0.041 D_fake: 0.053 +(epoch: 110, iters: 28056, time: 0.292, data: 0.021) G_GAN: 5.451 G_L1: 4.117 D_real: 0.003 D_fake: 0.018 +(epoch: 110, iters: 28156, time: 0.294, data: 0.017) G_GAN: 4.087 G_L1: 3.724 D_real: 0.339 D_fake: 0.049 +(epoch: 110, iters: 28256, time: 0.669, data: 0.018) G_GAN: 3.908 G_L1: 3.475 D_real: 0.107 D_fake: 0.053 +(epoch: 110, iters: 28356, time: 0.298, data: 0.019) G_GAN: 3.757 G_L1: 3.693 D_real: 0.190 D_fake: 0.293 +(epoch: 110, iters: 28456, time: 0.298, data: 0.020) G_GAN: 4.348 G_L1: 4.569 D_real: 0.005 D_fake: 0.153 +(epoch: 110, iters: 28556, time: 0.287, data: 0.019) G_GAN: 4.040 G_L1: 3.723 D_real: 0.073 D_fake: 0.094 +(epoch: 110, iters: 28656, time: 0.412, data: 0.019) G_GAN: 4.508 G_L1: 3.600 D_real: 0.078 D_fake: 0.151 +(epoch: 110, iters: 28756, time: 0.276, data: 0.020) G_GAN: 3.732 G_L1: 3.573 D_real: 0.510 D_fake: 0.092 +(epoch: 110, iters: 28856, time: 0.309, data: 0.016) G_GAN: 4.354 G_L1: 3.717 D_real: 0.198 D_fake: 0.067 +(epoch: 110, iters: 28956, time: 0.303, data: 0.020) G_GAN: 4.992 G_L1: 3.337 D_real: 0.147 D_fake: 0.016 +(epoch: 110, iters: 29056, time: 0.407, data: 0.020) G_GAN: 4.016 G_L1: 4.190 D_real: 0.153 D_fake: 0.083 +(epoch: 110, iters: 29156, time: 0.290, data: 0.018) G_GAN: 3.858 G_L1: 7.798 D_real: 0.141 D_fake: 0.063 +(epoch: 110, iters: 29256, time: 0.296, data: 0.018) G_GAN: 6.282 G_L1: 5.493 D_real: 0.002 D_fake: 0.008 +(epoch: 110, iters: 29356, time: 0.296, data: 0.018) G_GAN: 2.564 G_L1: 3.700 D_real: 0.060 D_fake: 0.249 +(epoch: 110, iters: 29456, time: 0.408, data: 0.023) G_GAN: 4.136 G_L1: 4.243 D_real: 0.016 D_fake: 0.205 +(epoch: 110, iters: 29556, time: 0.302, data: 0.019) G_GAN: 4.456 G_L1: 4.169 D_real: 0.000 D_fake: 0.055 +(epoch: 110, iters: 29656, time: 0.297, data: 0.021) G_GAN: 3.599 G_L1: 4.269 D_real: 0.653 D_fake: 0.132 +(epoch: 110, iters: 29756, time: 0.296, data: 0.020) G_GAN: 3.153 G_L1: 3.824 D_real: 0.068 D_fake: 0.272 +(epoch: 110, iters: 29856, time: 0.404, data: 0.019) G_GAN: 3.462 G_L1: 3.434 D_real: 0.220 D_fake: 0.164 +(epoch: 110, iters: 29956, time: 0.302, data: 0.019) G_GAN: 3.375 G_L1: 3.399 D_real: 0.408 D_fake: 0.142 +(epoch: 110, iters: 30056, time: 0.288, data: 0.021) G_GAN: 4.493 G_L1: 3.760 D_real: 0.082 D_fake: 0.058 +(epoch: 110, iters: 30156, time: 0.306, data: 0.023) G_GAN: 5.188 G_L1: 2.210 D_real: 0.012 D_fake: 0.036 +(epoch: 110, iters: 30256, time: 0.638, data: 0.020) G_GAN: 3.205 G_L1: 2.783 D_real: 0.469 D_fake: 0.083 +(epoch: 110, iters: 30356, time: 0.294, data: 0.020) G_GAN: 3.061 G_L1: 2.940 D_real: 0.645 D_fake: 0.087 +(epoch: 110, iters: 30456, time: 0.296, data: 0.021) G_GAN: 3.457 G_L1: 3.546 D_real: 0.031 D_fake: 0.161 +(epoch: 110, iters: 30556, time: 0.294, data: 0.018) G_GAN: 3.341 G_L1: 2.951 D_real: 0.174 D_fake: 0.086 +(epoch: 110, iters: 30656, time: 0.385, data: 0.019) G_GAN: 3.715 G_L1: 2.872 D_real: 0.069 D_fake: 0.129 +(epoch: 110, iters: 30756, time: 0.300, data: 0.020) G_GAN: 3.769 G_L1: 3.795 D_real: 0.009 D_fake: 0.106 +(epoch: 110, iters: 30856, time: 0.293, data: 0.022) G_GAN: 4.649 G_L1: 2.916 D_real: 0.440 D_fake: 0.043 +(epoch: 110, iters: 30956, time: 0.297, data: 0.024) G_GAN: 4.586 G_L1: 3.097 D_real: 0.261 D_fake: 0.043 +(epoch: 110, iters: 31056, time: 0.395, data: 0.021) G_GAN: 3.196 G_L1: 3.099 D_real: 0.101 D_fake: 0.168 +(epoch: 110, iters: 31156, time: 0.299, data: 0.020) G_GAN: 3.918 G_L1: 3.095 D_real: 0.316 D_fake: 0.087 +(epoch: 110, iters: 31256, time: 0.295, data: 0.020) G_GAN: 4.919 G_L1: 3.316 D_real: 0.061 D_fake: 0.029 +(epoch: 110, iters: 31356, time: 0.295, data: 0.017) G_GAN: 4.121 G_L1: 3.728 D_real: 0.041 D_fake: 0.053 +(epoch: 110, iters: 31456, time: 0.417, data: 0.020) G_GAN: 4.866 G_L1: 3.101 D_real: 0.100 D_fake: 0.049 +(epoch: 110, iters: 31556, time: 0.294, data: 0.019) G_GAN: 2.832 G_L1: 3.304 D_real: 0.253 D_fake: 0.202 +(epoch: 110, iters: 31656, time: 0.303, data: 0.019) G_GAN: 3.437 G_L1: 3.560 D_real: 0.429 D_fake: 0.082 +(epoch: 110, iters: 31756, time: 0.298, data: 0.020) G_GAN: 4.344 G_L1: 5.388 D_real: 0.064 D_fake: 0.112 +(epoch: 110, iters: 31856, time: 0.413, data: 0.019) G_GAN: 4.128 G_L1: 3.132 D_real: 0.008 D_fake: 0.112 +(epoch: 110, iters: 31956, time: 0.293, data: 0.018) G_GAN: 5.685 G_L1: 3.206 D_real: 0.110 D_fake: 0.010 +(epoch: 110, iters: 32056, time: 0.304, data: 0.019) G_GAN: 3.181 G_L1: 2.931 D_real: 0.086 D_fake: 0.162 +(epoch: 110, iters: 32156, time: 0.301, data: 0.021) G_GAN: 3.692 G_L1: 3.011 D_real: 0.091 D_fake: 0.114 +(epoch: 110, iters: 32256, time: 0.648, data: 0.021) G_GAN: 4.534 G_L1: 8.348 D_real: 0.057 D_fake: 0.081 +(epoch: 110, iters: 32356, time: 0.307, data: 0.019) G_GAN: 2.436 G_L1: 2.948 D_real: 0.138 D_fake: 0.255 +(epoch: 110, iters: 32456, time: 0.290, data: 0.019) G_GAN: 3.665 G_L1: 3.530 D_real: 0.076 D_fake: 0.073 +(epoch: 110, iters: 32556, time: 0.294, data: 0.019) G_GAN: 3.799 G_L1: 4.196 D_real: 0.181 D_fake: 0.213 +(epoch: 110, iters: 32656, time: 0.423, data: 0.019) G_GAN: 4.999 G_L1: 5.628 D_real: 0.228 D_fake: 0.023 +(epoch: 110, iters: 32756, time: 0.302, data: 0.020) G_GAN: 3.992 G_L1: 2.579 D_real: 0.049 D_fake: 0.145 +(epoch: 110, iters: 32856, time: 0.301, data: 0.019) G_GAN: 3.686 G_L1: 3.763 D_real: 0.144 D_fake: 0.116 +(epoch: 110, iters: 32956, time: 0.298, data: 0.021) G_GAN: 5.110 G_L1: 4.172 D_real: 0.030 D_fake: 0.050 +(epoch: 110, iters: 33056, time: 0.419, data: 0.019) G_GAN: 4.885 G_L1: 5.095 D_real: 0.117 D_fake: 0.035 +(epoch: 110, iters: 33156, time: 0.302, data: 0.018) G_GAN: 3.161 G_L1: 2.815 D_real: 0.180 D_fake: 0.087 +(epoch: 110, iters: 33256, time: 0.298, data: 0.019) G_GAN: 2.974 G_L1: 2.774 D_real: 0.257 D_fake: 0.236 +(epoch: 110, iters: 33356, time: 0.300, data: 0.020) G_GAN: 3.840 G_L1: 2.954 D_real: 0.190 D_fake: 0.117 +(epoch: 110, iters: 33456, time: 0.415, data: 0.022) G_GAN: 5.021 G_L1: 3.801 D_real: 0.960 D_fake: 0.137 +(epoch: 110, iters: 33556, time: 0.303, data: 0.021) G_GAN: 3.974 G_L1: 4.485 D_real: 0.021 D_fake: 0.078 +(epoch: 110, iters: 33656, time: 0.301, data: 0.020) G_GAN: 3.190 G_L1: 3.527 D_real: 0.181 D_fake: 0.090 +(epoch: 110, iters: 33756, time: 0.303, data: 0.020) G_GAN: 4.846 G_L1: 3.392 D_real: 0.164 D_fake: 0.079 +(epoch: 110, iters: 33856, time: 0.419, data: 0.020) G_GAN: 2.790 G_L1: 4.115 D_real: 0.119 D_fake: 0.205 +(epoch: 110, iters: 33956, time: 0.300, data: 0.019) G_GAN: 3.176 G_L1: 3.503 D_real: 0.106 D_fake: 0.191 +(epoch: 110, iters: 34056, time: 0.297, data: 0.020) G_GAN: 2.688 G_L1: 2.647 D_real: 0.083 D_fake: 0.163 +(epoch: 110, iters: 34156, time: 0.304, data: 0.020) G_GAN: 4.762 G_L1: 3.353 D_real: 0.002 D_fake: 0.075 +(epoch: 110, iters: 34256, time: 0.644, data: 0.019) G_GAN: 4.669 G_L1: 3.149 D_real: 0.008 D_fake: 0.162 +(epoch: 110, iters: 34356, time: 0.304, data: 0.019) G_GAN: 4.003 G_L1: 4.453 D_real: 0.036 D_fake: 0.061 +(epoch: 110, iters: 34456, time: 0.300, data: 0.019) G_GAN: 3.471 G_L1: 3.878 D_real: 0.108 D_fake: 0.135 +(epoch: 110, iters: 34556, time: 0.290, data: 0.019) G_GAN: 4.840 G_L1: 5.857 D_real: 0.274 D_fake: 0.044 +(epoch: 110, iters: 34656, time: 0.418, data: 0.020) G_GAN: 5.282 G_L1: 3.037 D_real: 0.093 D_fake: 0.012 +(epoch: 110, iters: 34756, time: 0.301, data: 0.019) G_GAN: 4.633 G_L1: 3.842 D_real: 0.068 D_fake: 0.096 +(epoch: 110, iters: 34856, time: 0.301, data: 0.021) G_GAN: 3.709 G_L1: 3.378 D_real: 0.203 D_fake: 0.066 +(epoch: 110, iters: 34956, time: 0.295, data: 0.022) G_GAN: 3.159 G_L1: 3.968 D_real: 0.121 D_fake: 0.242 +(epoch: 110, iters: 35056, time: 0.388, data: 0.020) G_GAN: 1.743 G_L1: 3.468 D_real: 0.959 D_fake: 0.367 +(epoch: 110, iters: 35156, time: 0.297, data: 0.019) G_GAN: 4.115 G_L1: 3.587 D_real: 0.014 D_fake: 0.070 +(epoch: 110, iters: 35256, time: 0.303, data: 0.021) G_GAN: 4.058 G_L1: 3.503 D_real: 0.026 D_fake: 0.083 +(epoch: 110, iters: 35356, time: 0.305, data: 0.020) G_GAN: 3.867 G_L1: 5.237 D_real: 0.000 D_fake: 0.167 +(epoch: 110, iters: 35456, time: 0.416, data: 0.019) G_GAN: 3.871 G_L1: 3.006 D_real: 0.448 D_fake: 0.169 +(epoch: 110, iters: 35556, time: 0.300, data: 0.022) G_GAN: 3.571 G_L1: 3.547 D_real: 0.137 D_fake: 0.139 +(epoch: 110, iters: 35656, time: 0.289, data: 0.019) G_GAN: 3.489 G_L1: 3.339 D_real: 0.166 D_fake: 0.178 +(epoch: 110, iters: 35756, time: 0.301, data: 0.019) G_GAN: 3.127 G_L1: 3.976 D_real: 0.152 D_fake: 0.166 +(epoch: 110, iters: 35856, time: 0.399, data: 0.019) G_GAN: 4.360 G_L1: 4.743 D_real: 0.000 D_fake: 0.065 +(epoch: 110, iters: 35956, time: 0.288, data: 0.017) G_GAN: 3.156 G_L1: 3.714 D_real: 0.023 D_fake: 0.306 +(epoch: 110, iters: 36056, time: 0.288, data: 0.016) G_GAN: 3.405 G_L1: 4.073 D_real: 0.010 D_fake: 0.083 +(epoch: 110, iters: 36156, time: 0.289, data: 0.018) G_GAN: 4.747 G_L1: 3.269 D_real: 0.032 D_fake: 0.110 +(epoch: 110, iters: 36256, time: 0.633, data: 0.019) G_GAN: 4.020 G_L1: 5.437 D_real: 0.015 D_fake: 0.327 +(epoch: 110, iters: 36356, time: 0.291, data: 0.020) G_GAN: 6.016 G_L1: 6.552 D_real: 0.015 D_fake: 0.017 +(epoch: 110, iters: 36456, time: 0.294, data: 0.018) G_GAN: 3.853 G_L1: 3.176 D_real: 0.195 D_fake: 0.060 +(epoch: 110, iters: 36556, time: 0.304, data: 0.018) G_GAN: 4.133 G_L1: 3.238 D_real: 0.079 D_fake: 0.073 +(epoch: 110, iters: 36656, time: 0.412, data: 0.021) G_GAN: 3.805 G_L1: 5.023 D_real: 0.000 D_fake: 0.211 +(epoch: 110, iters: 36756, time: 0.301, data: 0.020) G_GAN: 6.246 G_L1: 4.123 D_real: 0.067 D_fake: 0.009 +(epoch: 110, iters: 36856, time: 0.285, data: 0.022) G_GAN: 5.762 G_L1: 3.158 D_real: 0.125 D_fake: 0.027 +(epoch: 110, iters: 36956, time: 0.301, data: 0.019) G_GAN: 4.552 G_L1: 3.835 D_real: 0.157 D_fake: 0.125 +(epoch: 110, iters: 37056, time: 0.416, data: 0.019) G_GAN: 4.016 G_L1: 3.387 D_real: 0.115 D_fake: 0.088 +(epoch: 110, iters: 37156, time: 0.302, data: 0.020) G_GAN: 4.387 G_L1: 5.711 D_real: 0.031 D_fake: 0.174 +(epoch: 110, iters: 37256, time: 0.295, data: 0.028) G_GAN: 4.501 G_L1: 4.603 D_real: 0.001 D_fake: 0.053 +(epoch: 110, iters: 37356, time: 0.302, data: 0.017) G_GAN: 4.349 G_L1: 5.267 D_real: 0.016 D_fake: 0.065 +(epoch: 110, iters: 37456, time: 0.418, data: 0.019) G_GAN: 5.313 G_L1: 3.900 D_real: 0.106 D_fake: 0.026 +(epoch: 110, iters: 37556, time: 0.300, data: 0.019) G_GAN: 3.480 G_L1: 2.799 D_real: 0.012 D_fake: 0.091 +(epoch: 110, iters: 37656, time: 0.304, data: 0.020) G_GAN: 3.507 G_L1: 3.045 D_real: 0.120 D_fake: 0.054 +(epoch: 110, iters: 37756, time: 0.300, data: 0.020) G_GAN: 4.205 G_L1: 4.045 D_real: 0.182 D_fake: 0.074 +(epoch: 110, iters: 37856, time: 0.417, data: 0.019) G_GAN: 5.664 G_L1: 3.647 D_real: 0.001 D_fake: 0.043 +(epoch: 110, iters: 37956, time: 0.304, data: 0.020) G_GAN: 4.088 G_L1: 2.660 D_real: 0.126 D_fake: 0.057 +(epoch: 110, iters: 38056, time: 0.302, data: 0.019) G_GAN: 2.777 G_L1: 2.694 D_real: 0.159 D_fake: 0.256 +(epoch: 110, iters: 38156, time: 0.305, data: 0.020) G_GAN: 3.269 G_L1: 3.115 D_real: 0.609 D_fake: 0.127 +(epoch: 110, iters: 38256, time: 0.654, data: 0.019) G_GAN: 3.764 G_L1: 3.873 D_real: 0.052 D_fake: 0.079 +(epoch: 110, iters: 38356, time: 0.295, data: 0.020) G_GAN: 3.186 G_L1: 2.994 D_real: 0.454 D_fake: 0.133 +(epoch: 110, iters: 38456, time: 0.288, data: 0.018) G_GAN: 3.779 G_L1: 3.948 D_real: 0.047 D_fake: 0.074 +(epoch: 110, iters: 38556, time: 0.287, data: 0.019) G_GAN: 4.244 G_L1: 2.842 D_real: 0.206 D_fake: 0.053 +(epoch: 110, iters: 38656, time: 0.405, data: 0.016) G_GAN: 2.924 G_L1: 2.512 D_real: 0.826 D_fake: 0.105 +(epoch: 110, iters: 38756, time: 0.298, data: 0.017) G_GAN: 4.229 G_L1: 3.333 D_real: 0.062 D_fake: 0.104 +(epoch: 110, iters: 38856, time: 0.286, data: 0.019) G_GAN: 4.133 G_L1: 2.609 D_real: 0.068 D_fake: 0.086 +(epoch: 110, iters: 38956, time: 0.293, data: 0.018) G_GAN: 3.554 G_L1: 3.775 D_real: 0.022 D_fake: 0.509 +(epoch: 110, iters: 39056, time: 0.410, data: 0.020) G_GAN: 5.565 G_L1: 4.405 D_real: 0.293 D_fake: 0.030 +(epoch: 110, iters: 39156, time: 0.294, data: 0.018) G_GAN: 3.087 G_L1: 2.847 D_real: 0.123 D_fake: 0.113 +(epoch: 110, iters: 39256, time: 0.287, data: 0.018) G_GAN: 2.899 G_L1: 3.249 D_real: 0.365 D_fake: 0.120 +(epoch: 110, iters: 39356, time: 0.293, data: 0.017) G_GAN: 3.549 G_L1: 3.891 D_real: 0.239 D_fake: 0.091 +(epoch: 110, iters: 39456, time: 0.383, data: 0.018) G_GAN: 2.997 G_L1: 3.510 D_real: 0.074 D_fake: 0.318 +(epoch: 110, iters: 39556, time: 0.282, data: 0.017) G_GAN: 3.542 G_L1: 3.842 D_real: 0.226 D_fake: 0.098 +(epoch: 110, iters: 39656, time: 0.289, data: 0.018) G_GAN: 3.645 G_L1: 4.188 D_real: 0.030 D_fake: 0.137 +(epoch: 110, iters: 39756, time: 0.288, data: 0.017) G_GAN: 4.290 G_L1: 4.274 D_real: 0.157 D_fake: 0.052 +(epoch: 110, iters: 39856, time: 0.421, data: 0.018) G_GAN: 7.130 G_L1: 4.869 D_real: 0.012 D_fake: 0.027 +(epoch: 110, iters: 39956, time: 0.287, data: 0.018) G_GAN: 4.252 G_L1: 2.414 D_real: 0.492 D_fake: 0.251 +(epoch: 110, iters: 40056, time: 0.279, data: 0.019) G_GAN: 4.031 G_L1: 4.311 D_real: 0.036 D_fake: 0.192 +(epoch: 110, iters: 40156, time: 0.293, data: 0.016) G_GAN: 3.394 G_L1: 10.524 D_real: 0.010 D_fake: 0.137 +(epoch: 110, iters: 40256, time: 0.591, data: 0.017) G_GAN: 2.597 G_L1: 3.907 D_real: 0.309 D_fake: 1.021 +(epoch: 110, iters: 40356, time: 0.298, data: 0.016) G_GAN: 3.997 G_L1: 3.718 D_real: 0.141 D_fake: 0.049 +(epoch: 110, iters: 40456, time: 0.288, data: 0.019) G_GAN: 3.578 G_L1: 3.877 D_real: 0.056 D_fake: 0.084 +(epoch: 110, iters: 40556, time: 0.297, data: 0.020) G_GAN: 3.741 G_L1: 3.406 D_real: 0.033 D_fake: 0.077 +(epoch: 110, iters: 40656, time: 0.399, data: 0.020) G_GAN: 5.198 G_L1: 5.048 D_real: 0.215 D_fake: 0.019 +(epoch: 110, iters: 40756, time: 0.288, data: 0.019) G_GAN: 2.830 G_L1: 2.906 D_real: 0.264 D_fake: 0.161 +(epoch: 110, iters: 40856, time: 0.288, data: 0.016) G_GAN: 3.051 G_L1: 3.169 D_real: 0.225 D_fake: 0.139 +(epoch: 110, iters: 40956, time: 0.292, data: 0.019) G_GAN: 3.413 G_L1: 2.960 D_real: 0.130 D_fake: 0.114 +(epoch: 110, iters: 41056, time: 0.390, data: 0.020) G_GAN: 3.853 G_L1: 3.278 D_real: 0.022 D_fake: 0.074 +(epoch: 110, iters: 41156, time: 0.295, data: 0.018) G_GAN: 2.869 G_L1: 3.179 D_real: 0.118 D_fake: 0.262 +(epoch: 110, iters: 41256, time: 0.279, data: 0.019) G_GAN: 3.659 G_L1: 3.776 D_real: 0.007 D_fake: 0.085 +(epoch: 110, iters: 41356, time: 0.273, data: 0.018) G_GAN: 4.313 G_L1: 3.425 D_real: 0.076 D_fake: 0.048 +(epoch: 110, iters: 41456, time: 0.421, data: 0.022) G_GAN: 3.658 G_L1: 4.817 D_real: 0.002 D_fake: 0.249 +(epoch: 110, iters: 41556, time: 0.279, data: 0.019) G_GAN: 4.223 G_L1: 3.810 D_real: 0.032 D_fake: 0.479 +(epoch: 110, iters: 41656, time: 0.297, data: 0.017) G_GAN: 3.973 G_L1: 3.658 D_real: 0.050 D_fake: 0.075 +(epoch: 110, iters: 41756, time: 0.281, data: 0.020) G_GAN: 4.118 G_L1: 3.386 D_real: 0.002 D_fake: 0.092 +(epoch: 110, iters: 41856, time: 0.390, data: 0.019) G_GAN: 3.084 G_L1: 3.250 D_real: 0.770 D_fake: 0.069 +(epoch: 110, iters: 41956, time: 0.284, data: 0.017) G_GAN: 2.453 G_L1: 2.999 D_real: 0.061 D_fake: 0.266 +(epoch: 110, iters: 42056, time: 0.296, data: 0.019) G_GAN: 2.541 G_L1: 3.473 D_real: 0.135 D_fake: 0.359 +(epoch: 110, iters: 42156, time: 0.288, data: 0.017) G_GAN: 3.154 G_L1: 5.452 D_real: 0.071 D_fake: 0.285 +(epoch: 110, iters: 42256, time: 0.601, data: 0.018) G_GAN: 3.801 G_L1: 3.358 D_real: 0.024 D_fake: 0.180 +(epoch: 110, iters: 42356, time: 0.296, data: 0.020) G_GAN: 5.405 G_L1: 3.853 D_real: 0.114 D_fake: 0.029 +(epoch: 110, iters: 42456, time: 0.293, data: 0.021) G_GAN: 3.756 G_L1: 3.679 D_real: 0.009 D_fake: 0.249 +(epoch: 110, iters: 42556, time: 0.288, data: 0.018) G_GAN: 4.215 G_L1: 3.478 D_real: 0.116 D_fake: 0.070 +(epoch: 110, iters: 42656, time: 0.409, data: 0.020) G_GAN: 5.786 G_L1: 4.992 D_real: 0.017 D_fake: 0.018 +(epoch: 110, iters: 42756, time: 0.295, data: 0.018) G_GAN: 4.222 G_L1: 2.852 D_real: 0.442 D_fake: 0.134 +(epoch: 110, iters: 42856, time: 0.291, data: 0.017) G_GAN: 3.708 G_L1: 3.099 D_real: 0.118 D_fake: 0.080 +(epoch: 110, iters: 42956, time: 0.275, data: 0.018) G_GAN: 4.591 G_L1: 3.746 D_real: 0.206 D_fake: 0.046 +(epoch: 110, iters: 43056, time: 0.407, data: 0.016) G_GAN: 5.521 G_L1: 4.845 D_real: 0.033 D_fake: 0.054 +(epoch: 110, iters: 43156, time: 0.295, data: 0.018) G_GAN: 2.194 G_L1: 4.275 D_real: 0.046 D_fake: 0.397 +(epoch: 110, iters: 43256, time: 0.273, data: 0.019) G_GAN: 4.732 G_L1: 3.760 D_real: 0.555 D_fake: 0.099 +(epoch: 110, iters: 43356, time: 0.286, data: 0.019) G_GAN: 3.806 G_L1: 3.221 D_real: 0.346 D_fake: 0.105 +(epoch: 110, iters: 43456, time: 0.396, data: 0.018) G_GAN: 3.553 G_L1: 4.465 D_real: 0.022 D_fake: 0.113 +(epoch: 110, iters: 43556, time: 0.294, data: 0.017) G_GAN: 3.448 G_L1: 4.985 D_real: 0.139 D_fake: 0.155 +(epoch: 110, iters: 43656, time: 0.283, data: 0.017) G_GAN: 4.384 G_L1: 3.457 D_real: 0.003 D_fake: 0.198 +(epoch: 110, iters: 43756, time: 0.296, data: 0.017) G_GAN: 4.524 G_L1: 4.127 D_real: 0.015 D_fake: 0.109 +(epoch: 110, iters: 43856, time: 0.399, data: 0.018) G_GAN: 3.393 G_L1: 3.833 D_real: 0.578 D_fake: 0.121 +(epoch: 110, iters: 43956, time: 0.290, data: 0.018) G_GAN: 3.797 G_L1: 3.164 D_real: 0.038 D_fake: 0.124 +(epoch: 110, iters: 44056, time: 0.298, data: 0.018) G_GAN: 2.892 G_L1: 2.838 D_real: 0.010 D_fake: 0.216 +(epoch: 110, iters: 44156, time: 0.291, data: 0.019) G_GAN: 3.833 G_L1: 5.090 D_real: 0.031 D_fake: 0.110 +(epoch: 110, iters: 44256, time: 0.649, data: 0.018) G_GAN: 3.358 G_L1: 3.761 D_real: 0.092 D_fake: 0.128 +(epoch: 110, iters: 44356, time: 0.294, data: 0.018) G_GAN: 4.469 G_L1: 3.182 D_real: 0.261 D_fake: 0.028 +(epoch: 110, iters: 44456, time: 0.277, data: 0.018) G_GAN: 3.976 G_L1: 4.057 D_real: 0.032 D_fake: 0.080 +(epoch: 110, iters: 44556, time: 0.286, data: 0.019) G_GAN: 2.642 G_L1: 3.164 D_real: 1.154 D_fake: 0.211 +(epoch: 110, iters: 44656, time: 0.383, data: 0.018) G_GAN: 4.510 G_L1: 3.661 D_real: 0.463 D_fake: 0.037 +(epoch: 110, iters: 44756, time: 0.292, data: 0.018) G_GAN: 3.040 G_L1: 4.132 D_real: 0.352 D_fake: 0.147 +(epoch: 110, iters: 44856, time: 0.295, data: 0.018) G_GAN: 2.831 G_L1: 3.709 D_real: 0.206 D_fake: 0.328 +(epoch: 110, iters: 44956, time: 0.293, data: 0.018) G_GAN: 4.221 G_L1: 4.741 D_real: 0.114 D_fake: 0.127 +(epoch: 110, iters: 45056, time: 0.392, data: 0.019) G_GAN: 3.707 G_L1: 3.410 D_real: 0.002 D_fake: 0.118 +(epoch: 110, iters: 45156, time: 0.290, data: 0.018) G_GAN: 4.221 G_L1: 4.644 D_real: 0.010 D_fake: 0.074 +(epoch: 110, iters: 45256, time: 0.291, data: 0.021) G_GAN: 3.564 G_L1: 3.870 D_real: 0.896 D_fake: 0.044 +(epoch: 110, iters: 45356, time: 0.281, data: 0.019) G_GAN: 3.576 G_L1: 4.928 D_real: 0.018 D_fake: 0.097 +(epoch: 110, iters: 45456, time: 0.387, data: 0.018) G_GAN: 3.934 G_L1: 3.423 D_real: 0.027 D_fake: 0.071 +(epoch: 110, iters: 45556, time: 0.286, data: 0.016) G_GAN: 3.098 G_L1: 4.514 D_real: 0.234 D_fake: 0.107 +(epoch: 110, iters: 45656, time: 0.295, data: 0.017) G_GAN: 4.438 G_L1: 3.810 D_real: 0.042 D_fake: 0.046 +(epoch: 110, iters: 45756, time: 0.290, data: 0.019) G_GAN: 3.364 G_L1: 2.489 D_real: 0.056 D_fake: 0.190 +(epoch: 110, iters: 45856, time: 0.418, data: 0.019) G_GAN: 3.902 G_L1: 2.938 D_real: 0.041 D_fake: 0.168 +(epoch: 110, iters: 45956, time: 0.290, data: 0.019) G_GAN: 4.410 G_L1: 2.839 D_real: 0.420 D_fake: 0.041 +(epoch: 110, iters: 46056, time: 0.276, data: 0.017) G_GAN: 4.207 G_L1: 2.995 D_real: 0.537 D_fake: 0.031 +(epoch: 110, iters: 46156, time: 0.292, data: 0.017) G_GAN: 3.825 G_L1: 4.739 D_real: 0.186 D_fake: 0.052 +(epoch: 110, iters: 46256, time: 0.612, data: 0.017) G_GAN: 5.550 G_L1: 4.691 D_real: 0.014 D_fake: 0.011 +(epoch: 110, iters: 46356, time: 0.293, data: 0.019) G_GAN: 3.474 G_L1: 3.135 D_real: 0.009 D_fake: 0.105 +(epoch: 110, iters: 46456, time: 0.289, data: 0.020) G_GAN: 5.151 G_L1: 5.088 D_real: 0.109 D_fake: 0.033 +(epoch: 110, iters: 46556, time: 0.268, data: 0.017) G_GAN: 4.187 G_L1: 3.723 D_real: 0.153 D_fake: 0.101 +(epoch: 110, iters: 46656, time: 0.383, data: 0.016) G_GAN: 3.817 G_L1: 4.520 D_real: 0.014 D_fake: 0.129 +(epoch: 110, iters: 46756, time: 0.295, data: 0.018) G_GAN: 3.471 G_L1: 3.545 D_real: 0.037 D_fake: 0.150 +(epoch: 110, iters: 46856, time: 0.293, data: 0.018) G_GAN: 4.678 G_L1: 3.482 D_real: 0.322 D_fake: 0.028 +(epoch: 110, iters: 46956, time: 0.287, data: 0.018) G_GAN: 3.044 G_L1: 4.345 D_real: 0.247 D_fake: 0.147 +(epoch: 110, iters: 47056, time: 0.379, data: 0.018) G_GAN: 4.039 G_L1: 3.788 D_real: 0.065 D_fake: 0.100 +(epoch: 110, iters: 47156, time: 0.288, data: 0.016) G_GAN: 4.078 G_L1: 3.373 D_real: 0.280 D_fake: 0.042 +(epoch: 110, iters: 47256, time: 0.291, data: 0.017) G_GAN: 5.356 G_L1: 3.374 D_real: 0.170 D_fake: 0.015 +(epoch: 110, iters: 47356, time: 0.294, data: 0.018) G_GAN: 4.513 G_L1: 3.211 D_real: 0.198 D_fake: 0.033 +(epoch: 110, iters: 47456, time: 0.415, data: 0.018) G_GAN: 3.504 G_L1: 3.947 D_real: 0.112 D_fake: 0.136 +(epoch: 110, iters: 47556, time: 0.289, data: 0.019) G_GAN: 4.587 G_L1: 5.084 D_real: 0.158 D_fake: 0.219 +(epoch: 110, iters: 47656, time: 0.290, data: 0.019) G_GAN: 3.312 G_L1: 2.167 D_real: 0.091 D_fake: 0.162 +(epoch: 110, iters: 47756, time: 0.279, data: 0.019) G_GAN: 3.705 G_L1: 4.151 D_real: 0.019 D_fake: 0.072 +(epoch: 110, iters: 47856, time: 0.407, data: 0.020) G_GAN: 5.431 G_L1: 4.453 D_real: 0.012 D_fake: 0.034 +(epoch: 110, iters: 47956, time: 0.297, data: 0.018) G_GAN: 5.707 G_L1: 4.140 D_real: 0.023 D_fake: 0.011 +(epoch: 110, iters: 48056, time: 0.294, data: 0.018) G_GAN: 4.004 G_L1: 4.154 D_real: 0.032 D_fake: 0.100 +(epoch: 110, iters: 48156, time: 0.290, data: 0.017) G_GAN: 4.501 G_L1: 3.470 D_real: 0.134 D_fake: 0.075 +(epoch: 110, iters: 48256, time: 0.657, data: 0.018) G_GAN: 3.584 G_L1: 3.740 D_real: 0.381 D_fake: 0.277 +(epoch: 110, iters: 48356, time: 0.305, data: 0.019) G_GAN: 3.896 G_L1: 2.466 D_real: 0.105 D_fake: 0.125 +(epoch: 110, iters: 48456, time: 0.302, data: 0.022) G_GAN: 3.421 G_L1: 3.486 D_real: 0.036 D_fake: 0.115 +(epoch: 110, iters: 48556, time: 0.284, data: 0.019) G_GAN: 3.861 G_L1: 2.252 D_real: 0.144 D_fake: 0.088 +(epoch: 110, iters: 48656, time: 0.404, data: 0.019) G_GAN: 4.075 G_L1: 2.771 D_real: 0.106 D_fake: 0.117 +(epoch: 110, iters: 48756, time: 0.294, data: 0.019) G_GAN: 6.319 G_L1: 5.835 D_real: 0.000 D_fake: 0.010 +(epoch: 110, iters: 48856, time: 0.290, data: 0.020) G_GAN: 3.070 G_L1: 5.635 D_real: 0.003 D_fake: 0.272 +(epoch: 110, iters: 48956, time: 0.301, data: 0.018) G_GAN: 4.114 G_L1: 3.578 D_real: 0.332 D_fake: 0.093 +(epoch: 110, iters: 49056, time: 0.418, data: 0.018) G_GAN: 7.213 G_L1: 4.469 D_real: 0.006 D_fake: 0.010 +(epoch: 110, iters: 49156, time: 0.297, data: 0.021) G_GAN: 4.786 G_L1: 3.580 D_real: 0.090 D_fake: 0.036 +(epoch: 110, iters: 49256, time: 0.305, data: 0.020) G_GAN: 4.589 G_L1: 5.029 D_real: 0.224 D_fake: 0.062 +(epoch: 110, iters: 49356, time: 0.295, data: 0.021) G_GAN: 4.837 G_L1: 5.437 D_real: 0.006 D_fake: 0.072 +(epoch: 110, iters: 49456, time: 0.370, data: 0.020) G_GAN: 3.620 G_L1: 3.028 D_real: 0.339 D_fake: 0.126 +(epoch: 110, iters: 49556, time: 0.294, data: 0.019) G_GAN: 3.067 G_L1: 2.058 D_real: 0.163 D_fake: 0.093 +(epoch: 110, iters: 49656, time: 0.309, data: 0.021) G_GAN: 3.835 G_L1: 2.677 D_real: 0.022 D_fake: 0.499 +(epoch: 110, iters: 49756, time: 0.299, data: 0.021) G_GAN: 3.523 G_L1: 9.964 D_real: 0.619 D_fake: 0.104 +(epoch: 110, iters: 49856, time: 0.418, data: 0.019) G_GAN: 4.782 G_L1: 4.531 D_real: 0.044 D_fake: 0.032 +(epoch: 110, iters: 49956, time: 0.303, data: 0.018) G_GAN: 5.548 G_L1: 5.670 D_real: 0.026 D_fake: 0.013 +(epoch: 110, iters: 50056, time: 0.302, data: 0.022) G_GAN: 3.797 G_L1: 4.174 D_real: 0.391 D_fake: 0.171 +(epoch: 110, iters: 50156, time: 0.301, data: 0.019) G_GAN: 2.521 G_L1: 3.244 D_real: 0.027 D_fake: 0.288 +(epoch: 110, iters: 50256, time: 0.646, data: 0.019) G_GAN: 3.284 G_L1: 2.717 D_real: 0.050 D_fake: 0.105 +(epoch: 110, iters: 50356, time: 0.301, data: 0.021) G_GAN: 3.076 G_L1: 2.714 D_real: 0.670 D_fake: 0.122 +(epoch: 110, iters: 50456, time: 0.305, data: 0.020) G_GAN: 6.322 G_L1: 4.259 D_real: 0.221 D_fake: 0.069 +(epoch: 110, iters: 50556, time: 0.284, data: 0.022) G_GAN: 2.025 G_L1: 3.585 D_real: 0.163 D_fake: 0.534 +(epoch: 110, iters: 50656, time: 0.420, data: 0.022) G_GAN: 3.131 G_L1: 3.696 D_real: 0.299 D_fake: 0.129 +(epoch: 110, iters: 50756, time: 0.302, data: 0.019) G_GAN: 3.969 G_L1: 3.226 D_real: 0.135 D_fake: 0.077 +(epoch: 110, iters: 50856, time: 0.298, data: 0.020) G_GAN: 4.161 G_L1: 3.496 D_real: 0.015 D_fake: 0.082 +(epoch: 110, iters: 50956, time: 0.306, data: 0.019) G_GAN: 3.167 G_L1: 3.925 D_real: 0.050 D_fake: 0.187 +(epoch: 110, iters: 51056, time: 0.419, data: 0.021) G_GAN: 3.907 G_L1: 3.150 D_real: 0.548 D_fake: 0.176 +(epoch: 110, iters: 51156, time: 0.305, data: 0.019) G_GAN: 5.156 G_L1: 4.008 D_real: 0.002 D_fake: 0.026 +(epoch: 110, iters: 51256, time: 0.303, data: 0.020) G_GAN: 2.830 G_L1: 3.528 D_real: 0.006 D_fake: 0.190 +(epoch: 110, iters: 51356, time: 0.299, data: 0.021) G_GAN: 3.732 G_L1: 3.955 D_real: 0.133 D_fake: 0.106 +(epoch: 110, iters: 51456, time: 0.395, data: 0.020) G_GAN: 3.113 G_L1: 2.905 D_real: 0.185 D_fake: 0.155 +(epoch: 110, iters: 51556, time: 0.296, data: 0.020) G_GAN: 2.934 G_L1: 3.330 D_real: 0.199 D_fake: 0.117 +(epoch: 110, iters: 51656, time: 0.302, data: 0.019) G_GAN: 3.227 G_L1: 3.863 D_real: 0.236 D_fake: 0.179 +(epoch: 110, iters: 51756, time: 0.301, data: 0.020) G_GAN: 3.762 G_L1: 2.900 D_real: 0.455 D_fake: 0.100 +(epoch: 110, iters: 51856, time: 0.390, data: 0.020) G_GAN: 2.785 G_L1: 2.827 D_real: 0.065 D_fake: 0.141 +(epoch: 110, iters: 51956, time: 0.306, data: 0.019) G_GAN: 3.579 G_L1: 3.888 D_real: 0.025 D_fake: 0.115 +(epoch: 110, iters: 52056, time: 0.292, data: 0.021) G_GAN: 3.215 G_L1: 3.295 D_real: 0.148 D_fake: 0.103 +(epoch: 110, iters: 52156, time: 0.294, data: 0.018) G_GAN: 4.353 G_L1: 4.208 D_real: 0.000 D_fake: 0.039 +(epoch: 110, iters: 52256, time: 0.643, data: 0.021) G_GAN: 3.078 G_L1: 2.724 D_real: 0.066 D_fake: 0.114 +(epoch: 110, iters: 52356, time: 0.293, data: 0.021) G_GAN: 3.548 G_L1: 4.247 D_real: 0.007 D_fake: 0.223 +(epoch: 110, iters: 52456, time: 0.302, data: 0.019) G_GAN: 2.954 G_L1: 3.912 D_real: 0.301 D_fake: 0.151 +(epoch: 110, iters: 52556, time: 0.303, data: 0.021) G_GAN: 4.307 G_L1: 4.193 D_real: 0.074 D_fake: 0.108 +(epoch: 110, iters: 52656, time: 0.414, data: 0.019) G_GAN: 3.813 G_L1: 3.209 D_real: 0.056 D_fake: 0.111 +(epoch: 110, iters: 52756, time: 0.299, data: 0.021) G_GAN: 3.739 G_L1: 3.826 D_real: 0.116 D_fake: 0.253 +(epoch: 110, iters: 52856, time: 0.303, data: 0.018) G_GAN: 4.206 G_L1: 3.579 D_real: 0.002 D_fake: 0.040 +(epoch: 110, iters: 52956, time: 0.306, data: 0.019) G_GAN: 4.052 G_L1: 3.852 D_real: 0.072 D_fake: 0.148 +(epoch: 110, iters: 53056, time: 0.412, data: 0.021) G_GAN: 3.183 G_L1: 2.329 D_real: 0.268 D_fake: 0.143 +(epoch: 110, iters: 53156, time: 0.297, data: 0.020) G_GAN: 3.146 G_L1: 3.536 D_real: 0.217 D_fake: 0.216 +(epoch: 110, iters: 53256, time: 0.301, data: 0.020) G_GAN: 3.725 G_L1: 2.949 D_real: 0.026 D_fake: 0.242 +(epoch: 110, iters: 53356, time: 0.296, data: 0.020) G_GAN: 4.608 G_L1: 3.655 D_real: 0.499 D_fake: 0.046 +(epoch: 110, iters: 53456, time: 0.428, data: 0.019) G_GAN: 3.356 G_L1: 3.500 D_real: 0.388 D_fake: 0.257 +(epoch: 110, iters: 53556, time: 0.293, data: 0.019) G_GAN: 3.790 G_L1: 3.701 D_real: 0.126 D_fake: 0.184 +(epoch: 110, iters: 53656, time: 0.275, data: 0.019) G_GAN: 3.659 G_L1: 4.856 D_real: 0.058 D_fake: 0.281 +(epoch: 110, iters: 53756, time: 0.293, data: 0.018) G_GAN: 3.404 G_L1: 2.870 D_real: 0.080 D_fake: 0.149 +(epoch: 110, iters: 53856, time: 0.412, data: 0.020) G_GAN: 3.275 G_L1: 4.021 D_real: 0.190 D_fake: 0.128 +(epoch: 110, iters: 53956, time: 0.303, data: 0.020) G_GAN: 6.294 G_L1: 3.881 D_real: 0.005 D_fake: 0.042 +(epoch: 110, iters: 54056, time: 0.299, data: 0.019) G_GAN: 5.130 G_L1: 6.715 D_real: 0.130 D_fake: 0.043 +(epoch: 110, iters: 54156, time: 0.303, data: 0.019) G_GAN: 3.175 G_L1: 3.299 D_real: 0.110 D_fake: 0.111 +(epoch: 110, iters: 54256, time: 0.591, data: 0.027) G_GAN: 2.765 G_L1: 3.713 D_real: 0.114 D_fake: 0.211 +(epoch: 110, iters: 54356, time: 0.302, data: 0.017) G_GAN: 3.973 G_L1: 4.162 D_real: 0.038 D_fake: 0.097 +(epoch: 110, iters: 54456, time: 0.297, data: 0.020) G_GAN: 4.601 G_L1: 3.624 D_real: 0.002 D_fake: 0.029 +(epoch: 110, iters: 54556, time: 0.296, data: 0.018) G_GAN: 3.824 G_L1: 3.724 D_real: 0.400 D_fake: 0.077 +(epoch: 110, iters: 54656, time: 0.424, data: 0.019) G_GAN: 3.388 G_L1: 4.360 D_real: 0.126 D_fake: 0.130 +(epoch: 110, iters: 54756, time: 0.289, data: 0.019) G_GAN: 4.046 G_L1: 2.979 D_real: 0.167 D_fake: 0.088 +(epoch: 110, iters: 54856, time: 0.305, data: 0.018) G_GAN: 2.762 G_L1: 3.697 D_real: 0.410 D_fake: 0.517 +(epoch: 110, iters: 54956, time: 0.295, data: 0.019) G_GAN: 4.839 G_L1: 3.223 D_real: 0.250 D_fake: 0.047 +(epoch: 110, iters: 55056, time: 0.418, data: 0.018) G_GAN: 4.955 G_L1: 6.479 D_real: 0.017 D_fake: 0.044 +(epoch: 110, iters: 55156, time: 0.294, data: 0.019) G_GAN: 3.278 G_L1: 3.418 D_real: 0.182 D_fake: 0.165 +(epoch: 110, iters: 55256, time: 0.310, data: 0.019) G_GAN: 4.062 G_L1: 4.422 D_real: 0.377 D_fake: 0.099 +(epoch: 110, iters: 55356, time: 0.303, data: 0.021) G_GAN: 3.225 G_L1: 3.158 D_real: 0.182 D_fake: 0.095 +(epoch: 110, iters: 55456, time: 0.420, data: 0.019) G_GAN: 4.659 G_L1: 5.291 D_real: 0.001 D_fake: 0.076 +(epoch: 110, iters: 55556, time: 0.304, data: 0.020) G_GAN: 3.462 G_L1: 4.286 D_real: 0.027 D_fake: 0.143 +(epoch: 110, iters: 55656, time: 0.291, data: 0.019) G_GAN: 3.953 G_L1: 5.738 D_real: 0.025 D_fake: 0.167 +(epoch: 110, iters: 55756, time: 0.303, data: 0.020) G_GAN: 3.317 G_L1: 3.397 D_real: 0.177 D_fake: 0.139 +(epoch: 110, iters: 55856, time: 0.422, data: 0.020) G_GAN: 3.784 G_L1: 4.187 D_real: 0.387 D_fake: 0.100 +(epoch: 110, iters: 55956, time: 0.293, data: 0.021) G_GAN: 2.873 G_L1: 3.298 D_real: 0.165 D_fake: 0.192 +(epoch: 110, iters: 56056, time: 0.287, data: 0.020) G_GAN: 5.736 G_L1: 4.862 D_real: 0.110 D_fake: 0.013 +(epoch: 110, iters: 56156, time: 0.299, data: 0.017) G_GAN: 3.669 G_L1: 3.348 D_real: 0.058 D_fake: 0.071 +(epoch: 110, iters: 56256, time: 0.586, data: 0.019) G_GAN: 4.410 G_L1: 2.876 D_real: 0.175 D_fake: 0.104 +(epoch: 110, iters: 56356, time: 0.291, data: 0.019) G_GAN: 3.315 G_L1: 3.177 D_real: 0.173 D_fake: 0.108 +(epoch: 110, iters: 56456, time: 0.297, data: 0.021) G_GAN: 4.729 G_L1: 3.125 D_real: 0.153 D_fake: 0.077 +(epoch: 110, iters: 56556, time: 0.298, data: 0.019) G_GAN: 3.417 G_L1: 3.215 D_real: 0.383 D_fake: 0.062 +(epoch: 110, iters: 56656, time: 0.422, data: 0.019) G_GAN: 4.912 G_L1: 3.347 D_real: 0.011 D_fake: 0.046 +(epoch: 110, iters: 56756, time: 0.297, data: 0.020) G_GAN: 3.930 G_L1: 3.476 D_real: 0.186 D_fake: 0.057 +(epoch: 110, iters: 56856, time: 0.299, data: 0.023) G_GAN: 4.311 G_L1: 3.297 D_real: 0.086 D_fake: 0.098 +(epoch: 110, iters: 56956, time: 0.288, data: 0.021) G_GAN: 4.246 G_L1: 3.640 D_real: 0.175 D_fake: 0.056 +(epoch: 110, iters: 57056, time: 0.407, data: 0.019) G_GAN: 5.041 G_L1: 4.450 D_real: 0.255 D_fake: 0.023 +(epoch: 110, iters: 57156, time: 0.295, data: 0.020) G_GAN: 5.111 G_L1: 3.391 D_real: 0.040 D_fake: 0.029 +(epoch: 110, iters: 57256, time: 0.301, data: 0.018) G_GAN: 4.359 G_L1: 3.950 D_real: 0.009 D_fake: 0.112 +(epoch: 110, iters: 57356, time: 0.288, data: 0.020) G_GAN: 3.984 G_L1: 4.376 D_real: 0.011 D_fake: 0.111 +(epoch: 110, iters: 57456, time: 0.425, data: 0.017) G_GAN: 5.613 G_L1: 5.054 D_real: 0.042 D_fake: 0.016 +(epoch: 110, iters: 57556, time: 0.299, data: 0.019) G_GAN: 3.559 G_L1: 4.111 D_real: 0.026 D_fake: 0.093 +(epoch: 110, iters: 57656, time: 0.298, data: 0.022) G_GAN: 3.765 G_L1: 2.647 D_real: 0.154 D_fake: 0.066 +(epoch: 110, iters: 57756, time: 0.297, data: 0.020) G_GAN: 4.293 G_L1: 3.373 D_real: 0.004 D_fake: 0.088 +(epoch: 110, iters: 57856, time: 0.427, data: 0.021) G_GAN: 4.458 G_L1: 3.368 D_real: 0.203 D_fake: 0.042 +(epoch: 110, iters: 57956, time: 0.297, data: 0.020) G_GAN: 4.467 G_L1: 2.194 D_real: 0.131 D_fake: 0.062 +(epoch: 110, iters: 58056, time: 0.302, data: 0.021) G_GAN: 4.415 G_L1: 2.841 D_real: 0.122 D_fake: 0.077 +(epoch: 110, iters: 58156, time: 0.296, data: 0.022) G_GAN: 4.805 G_L1: 4.148 D_real: 0.013 D_fake: 0.049 +(epoch: 110, iters: 58256, time: 0.646, data: 0.020) G_GAN: 4.661 G_L1: 4.328 D_real: 0.365 D_fake: 0.090 +(epoch: 110, iters: 58356, time: 0.288, data: 0.020) G_GAN: 3.879 G_L1: 5.330 D_real: 0.159 D_fake: 0.070 +(epoch: 110, iters: 58456, time: 0.295, data: 0.020) G_GAN: 4.967 G_L1: 4.755 D_real: 0.007 D_fake: 0.071 +(epoch: 110, iters: 58556, time: 0.297, data: 0.017) G_GAN: 2.848 G_L1: 4.046 D_real: 0.467 D_fake: 0.224 +(epoch: 110, iters: 58656, time: 0.416, data: 0.018) G_GAN: 4.453 G_L1: 4.759 D_real: 0.045 D_fake: 0.075 +(epoch: 110, iters: 58756, time: 0.300, data: 0.020) G_GAN: 3.351 G_L1: 2.509 D_real: 0.129 D_fake: 0.073 +(epoch: 110, iters: 58856, time: 0.283, data: 0.020) G_GAN: 4.081 G_L1: 2.942 D_real: 0.033 D_fake: 0.132 +(epoch: 110, iters: 58956, time: 0.299, data: 0.019) G_GAN: 3.447 G_L1: 3.648 D_real: 0.178 D_fake: 0.132 +(epoch: 110, iters: 59056, time: 0.433, data: 0.019) G_GAN: 4.556 G_L1: 3.830 D_real: 0.201 D_fake: 0.093 +(epoch: 110, iters: 59156, time: 0.284, data: 0.020) G_GAN: 4.542 G_L1: 4.709 D_real: 0.081 D_fake: 0.062 +(epoch: 110, iters: 59256, time: 0.289, data: 0.018) G_GAN: 4.585 G_L1: 3.636 D_real: 0.094 D_fake: 0.050 +(epoch: 110, iters: 59356, time: 0.293, data: 0.018) G_GAN: 3.706 G_L1: 2.654 D_real: 0.322 D_fake: 0.057 +(epoch: 110, iters: 59456, time: 0.411, data: 0.022) G_GAN: 3.207 G_L1: 2.742 D_real: 0.319 D_fake: 0.074 +(epoch: 110, iters: 59556, time: 0.305, data: 0.017) G_GAN: 3.718 G_L1: 2.984 D_real: 0.060 D_fake: 0.140 +(epoch: 110, iters: 59656, time: 0.292, data: 0.021) G_GAN: 4.843 G_L1: 3.903 D_real: 0.049 D_fake: 0.067 +(epoch: 110, iters: 59756, time: 0.296, data: 0.020) G_GAN: 5.217 G_L1: 3.289 D_real: 0.054 D_fake: 0.055 +(epoch: 110, iters: 59856, time: 0.404, data: 0.019) G_GAN: 3.593 G_L1: 2.794 D_real: 0.280 D_fake: 0.124 +(epoch: 110, iters: 59956, time: 0.290, data: 0.018) G_GAN: 3.426 G_L1: 3.041 D_real: 0.120 D_fake: 0.116 +(epoch: 111, iters: 40, time: 0.297, data: 0.018) G_GAN: 2.305 G_L1: 2.066 D_real: 0.449 D_fake: 0.190 +(epoch: 111, iters: 140, time: 0.295, data: 0.022) G_GAN: 4.341 G_L1: 4.838 D_real: 0.052 D_fake: 0.175 +(epoch: 111, iters: 240, time: 0.672, data: 0.019) G_GAN: 3.959 G_L1: 3.827 D_real: 0.014 D_fake: 0.047 +(epoch: 111, iters: 340, time: 0.291, data: 0.020) G_GAN: 3.778 G_L1: 3.526 D_real: 0.001 D_fake: 0.138 +(epoch: 111, iters: 440, time: 0.296, data: 0.019) G_GAN: 3.000 G_L1: 4.044 D_real: 0.315 D_fake: 0.173 +(epoch: 111, iters: 540, time: 0.300, data: 0.020) G_GAN: 4.420 G_L1: 3.794 D_real: 0.705 D_fake: 0.025 +(epoch: 111, iters: 640, time: 0.404, data: 0.020) G_GAN: 5.967 G_L1: 4.415 D_real: 0.161 D_fake: 0.027 +(epoch: 111, iters: 740, time: 0.282, data: 0.019) G_GAN: 3.750 G_L1: 4.390 D_real: 0.130 D_fake: 0.131 +(epoch: 111, iters: 840, time: 0.298, data: 0.019) G_GAN: 5.125 G_L1: 4.473 D_real: 0.004 D_fake: 0.066 +(epoch: 111, iters: 940, time: 0.298, data: 0.018) G_GAN: 4.222 G_L1: 4.198 D_real: 0.188 D_fake: 0.115 +(epoch: 111, iters: 1040, time: 0.417, data: 0.020) G_GAN: 7.423 G_L1: 3.039 D_real: 0.023 D_fake: 0.006 +(epoch: 111, iters: 1140, time: 0.299, data: 0.018) G_GAN: 2.574 G_L1: 3.156 D_real: 0.054 D_fake: 0.486 +(epoch: 111, iters: 1240, time: 0.282, data: 0.021) G_GAN: 3.636 G_L1: 2.788 D_real: 0.057 D_fake: 0.063 +(epoch: 111, iters: 1340, time: 0.304, data: 0.020) G_GAN: 4.864 G_L1: 4.318 D_real: 0.023 D_fake: 0.034 +(epoch: 111, iters: 1440, time: 0.374, data: 0.020) G_GAN: 3.556 G_L1: 4.125 D_real: 0.092 D_fake: 0.141 +(epoch: 111, iters: 1540, time: 0.302, data: 0.020) G_GAN: 3.898 G_L1: 3.380 D_real: 0.745 D_fake: 0.035 +(epoch: 111, iters: 1640, time: 0.297, data: 0.023) G_GAN: 3.957 G_L1: 2.745 D_real: 0.072 D_fake: 0.070 +(epoch: 111, iters: 1740, time: 0.303, data: 0.021) G_GAN: 4.182 G_L1: 4.175 D_real: 0.007 D_fake: 0.061 +(epoch: 111, iters: 1840, time: 0.416, data: 0.021) G_GAN: 5.033 G_L1: 4.976 D_real: 0.049 D_fake: 0.046 +(epoch: 111, iters: 1940, time: 0.295, data: 0.020) G_GAN: 3.747 G_L1: 4.111 D_real: 0.020 D_fake: 0.076 +(epoch: 111, iters: 2040, time: 0.300, data: 0.019) G_GAN: 2.850 G_L1: 3.462 D_real: 0.017 D_fake: 0.246 +(epoch: 111, iters: 2140, time: 0.296, data: 0.021) G_GAN: 3.852 G_L1: 2.185 D_real: 0.211 D_fake: 0.633 +(epoch: 111, iters: 2240, time: 0.611, data: 0.021) G_GAN: 2.714 G_L1: 2.838 D_real: 0.265 D_fake: 0.238 +(epoch: 111, iters: 2340, time: 0.298, data: 0.021) G_GAN: 5.400 G_L1: 3.358 D_real: 0.555 D_fake: 0.015 +(epoch: 111, iters: 2440, time: 0.302, data: 0.019) G_GAN: 5.039 G_L1: 4.548 D_real: 0.001 D_fake: 0.040 +(epoch: 111, iters: 2540, time: 0.292, data: 0.021) G_GAN: 3.514 G_L1: 3.888 D_real: 0.116 D_fake: 0.233 +(epoch: 111, iters: 2640, time: 0.413, data: 0.020) G_GAN: 4.512 G_L1: 4.543 D_real: 0.028 D_fake: 0.036 +(epoch: 111, iters: 2740, time: 0.302, data: 0.021) G_GAN: 3.738 G_L1: 2.291 D_real: 0.116 D_fake: 0.172 +(epoch: 111, iters: 2840, time: 0.303, data: 0.021) G_GAN: 5.166 G_L1: 5.216 D_real: 0.011 D_fake: 0.056 +(epoch: 111, iters: 2940, time: 0.291, data: 0.022) G_GAN: 4.064 G_L1: 6.845 D_real: 0.216 D_fake: 0.313 +(epoch: 111, iters: 3040, time: 0.413, data: 0.020) G_GAN: 3.581 G_L1: 3.221 D_real: 0.005 D_fake: 0.085 +(epoch: 111, iters: 3140, time: 0.300, data: 0.020) G_GAN: 5.175 G_L1: 3.252 D_real: 0.315 D_fake: 0.046 +(epoch: 111, iters: 3240, time: 0.304, data: 0.020) G_GAN: 3.576 G_L1: 2.586 D_real: 0.105 D_fake: 0.334 +(epoch: 111, iters: 3340, time: 0.284, data: 0.021) G_GAN: 4.791 G_L1: 5.197 D_real: 0.024 D_fake: 0.176 +(epoch: 111, iters: 3440, time: 0.370, data: 0.019) G_GAN: 4.189 G_L1: 3.893 D_real: 0.188 D_fake: 0.070 +(epoch: 111, iters: 3540, time: 0.290, data: 0.016) G_GAN: 4.220 G_L1: 4.829 D_real: 0.014 D_fake: 0.074 +(epoch: 111, iters: 3640, time: 0.275, data: 0.019) G_GAN: 4.420 G_L1: 7.625 D_real: 0.286 D_fake: 0.038 +(epoch: 111, iters: 3740, time: 0.287, data: 0.019) G_GAN: 4.372 G_L1: 3.603 D_real: 0.003 D_fake: 0.072 +(epoch: 111, iters: 3840, time: 0.400, data: 0.018) G_GAN: 4.183 G_L1: 3.012 D_real: 0.043 D_fake: 0.100 +(epoch: 111, iters: 3940, time: 0.289, data: 0.018) G_GAN: 4.052 G_L1: 3.171 D_real: 0.162 D_fake: 0.054 +(epoch: 111, iters: 4040, time: 0.293, data: 0.018) G_GAN: 4.691 G_L1: 4.349 D_real: 0.014 D_fake: 0.028 +(epoch: 111, iters: 4140, time: 0.291, data: 0.019) G_GAN: 4.292 G_L1: 4.158 D_real: 0.032 D_fake: 0.138 +(epoch: 111, iters: 4240, time: 0.593, data: 0.017) G_GAN: 4.774 G_L1: 5.673 D_real: 0.040 D_fake: 0.100 +(epoch: 111, iters: 4340, time: 0.295, data: 0.019) G_GAN: 4.627 G_L1: 4.179 D_real: 0.054 D_fake: 0.104 +(epoch: 111, iters: 4440, time: 0.269, data: 0.020) G_GAN: 4.945 G_L1: 3.815 D_real: 0.007 D_fake: 0.095 +(epoch: 111, iters: 4540, time: 0.278, data: 0.016) G_GAN: 3.054 G_L1: 3.778 D_real: 0.140 D_fake: 0.183 +(epoch: 111, iters: 4640, time: 0.373, data: 0.019) G_GAN: 5.252 G_L1: 3.329 D_real: 0.018 D_fake: 0.051 +(epoch: 111, iters: 4740, time: 0.293, data: 0.021) G_GAN: 4.520 G_L1: 4.558 D_real: 0.006 D_fake: 0.062 +(epoch: 111, iters: 4840, time: 0.279, data: 0.018) G_GAN: 3.872 G_L1: 2.984 D_real: 0.238 D_fake: 0.097 +(epoch: 111, iters: 4940, time: 0.274, data: 0.016) G_GAN: 3.198 G_L1: 3.432 D_real: 0.491 D_fake: 0.147 +(epoch: 111, iters: 5040, time: 0.425, data: 0.016) G_GAN: 1.756 G_L1: 4.404 D_real: 0.084 D_fake: 0.638 +(epoch: 111, iters: 5140, time: 0.290, data: 0.017) G_GAN: 3.725 G_L1: 3.521 D_real: 0.015 D_fake: 0.075 +(epoch: 111, iters: 5240, time: 0.294, data: 0.018) G_GAN: 3.456 G_L1: 3.170 D_real: 0.544 D_fake: 0.072 +(epoch: 111, iters: 5340, time: 0.292, data: 0.018) G_GAN: 2.840 G_L1: 3.635 D_real: 0.156 D_fake: 0.191 +(epoch: 111, iters: 5440, time: 0.402, data: 0.018) G_GAN: 3.642 G_L1: 3.627 D_real: 0.107 D_fake: 0.076 +(epoch: 111, iters: 5540, time: 0.278, data: 0.018) G_GAN: 4.936 G_L1: 3.018 D_real: 0.294 D_fake: 0.063 +(epoch: 111, iters: 5640, time: 0.292, data: 0.018) G_GAN: 3.818 G_L1: 3.012 D_real: 0.017 D_fake: 0.116 +(epoch: 111, iters: 5740, time: 0.295, data: 0.017) G_GAN: 2.724 G_L1: 2.715 D_real: 0.040 D_fake: 0.175 +(epoch: 111, iters: 5840, time: 0.378, data: 0.019) G_GAN: 4.047 G_L1: 3.646 D_real: 0.205 D_fake: 0.042 +(epoch: 111, iters: 5940, time: 0.286, data: 0.016) G_GAN: 4.326 G_L1: 3.034 D_real: 0.038 D_fake: 0.044 +(epoch: 111, iters: 6040, time: 0.298, data: 0.017) G_GAN: 3.246 G_L1: 6.445 D_real: 0.177 D_fake: 0.299 +(epoch: 111, iters: 6140, time: 0.291, data: 0.018) G_GAN: 5.318 G_L1: 4.568 D_real: 0.014 D_fake: 0.029 +(epoch: 111, iters: 6240, time: 0.668, data: 0.017) G_GAN: 3.623 G_L1: 4.529 D_real: 0.034 D_fake: 0.590 +(epoch: 111, iters: 6340, time: 0.283, data: 0.018) G_GAN: 5.369 G_L1: 3.449 D_real: 0.000 D_fake: 0.012 +(epoch: 111, iters: 6440, time: 0.295, data: 0.016) G_GAN: 3.468 G_L1: 3.287 D_real: 0.019 D_fake: 0.127 +(epoch: 111, iters: 6540, time: 0.289, data: 0.019) G_GAN: 3.281 G_L1: 3.505 D_real: 0.001 D_fake: 0.169 +(epoch: 111, iters: 6640, time: 0.400, data: 0.017) G_GAN: 4.434 G_L1: 3.225 D_real: 0.041 D_fake: 0.069 +(epoch: 111, iters: 6740, time: 0.287, data: 0.017) G_GAN: 4.569 G_L1: 3.798 D_real: 0.260 D_fake: 0.037 +(epoch: 111, iters: 6840, time: 0.296, data: 0.017) G_GAN: 3.557 G_L1: 2.897 D_real: 0.180 D_fake: 0.093 +(epoch: 111, iters: 6940, time: 0.289, data: 0.017) G_GAN: 5.773 G_L1: 5.573 D_real: 0.003 D_fake: 0.054 +(epoch: 111, iters: 7040, time: 0.417, data: 0.017) G_GAN: 5.665 G_L1: 4.876 D_real: 0.011 D_fake: 0.011 +(epoch: 111, iters: 7140, time: 0.288, data: 0.017) G_GAN: 3.314 G_L1: 2.432 D_real: 0.290 D_fake: 0.146 +(epoch: 111, iters: 7240, time: 0.268, data: 0.019) G_GAN: 3.563 G_L1: 2.243 D_real: 0.168 D_fake: 0.118 +(epoch: 111, iters: 7340, time: 0.268, data: 0.016) G_GAN: 3.246 G_L1: 3.363 D_real: 0.772 D_fake: 0.082 +(epoch: 111, iters: 7440, time: 0.386, data: 0.014) G_GAN: 3.597 G_L1: 3.131 D_real: 0.024 D_fake: 0.246 +(epoch: 111, iters: 7540, time: 0.274, data: 0.017) G_GAN: 7.163 G_L1: 4.905 D_real: 0.000 D_fake: 0.009 +(epoch: 111, iters: 7640, time: 0.285, data: 0.015) G_GAN: 3.114 G_L1: 2.995 D_real: 0.229 D_fake: 0.171 +(epoch: 111, iters: 7740, time: 0.273, data: 0.017) G_GAN: 4.861 G_L1: 10.429 D_real: 0.018 D_fake: 0.213 +(epoch: 111, iters: 7840, time: 0.368, data: 0.018) G_GAN: 3.024 G_L1: 2.934 D_real: 0.086 D_fake: 0.490 +(epoch: 111, iters: 7940, time: 0.285, data: 0.017) G_GAN: 5.073 G_L1: 4.244 D_real: 0.055 D_fake: 0.022 +(epoch: 111, iters: 8040, time: 0.279, data: 0.017) G_GAN: 4.624 G_L1: 3.570 D_real: 0.044 D_fake: 0.064 +(epoch: 111, iters: 8140, time: 0.282, data: 0.017) G_GAN: 3.028 G_L1: 2.994 D_real: 0.017 D_fake: 0.169 +(epoch: 111, iters: 8240, time: 0.633, data: 0.018) G_GAN: 4.882 G_L1: 2.576 D_real: 0.002 D_fake: 0.046 +(epoch: 111, iters: 8340, time: 0.301, data: 0.019) G_GAN: 4.208 G_L1: 4.159 D_real: 0.104 D_fake: 0.239 +(epoch: 111, iters: 8440, time: 0.300, data: 0.018) G_GAN: 4.028 G_L1: 3.226 D_real: 0.047 D_fake: 0.058 +(epoch: 111, iters: 8540, time: 0.299, data: 0.020) G_GAN: 4.545 G_L1: 3.170 D_real: 0.008 D_fake: 0.047 +(epoch: 111, iters: 8640, time: 0.407, data: 0.018) G_GAN: 3.355 G_L1: 2.594 D_real: 0.134 D_fake: 0.150 +(epoch: 111, iters: 8740, time: 0.293, data: 0.018) G_GAN: 3.362 G_L1: 3.472 D_real: 0.023 D_fake: 0.235 +(epoch: 111, iters: 8840, time: 0.285, data: 0.019) G_GAN: 4.441 G_L1: 4.122 D_real: 0.015 D_fake: 0.057 +(epoch: 111, iters: 8940, time: 0.294, data: 0.019) G_GAN: 3.503 G_L1: 4.417 D_real: 0.040 D_fake: 0.266 +(epoch: 111, iters: 9040, time: 0.397, data: 0.019) G_GAN: 3.240 G_L1: 3.480 D_real: 0.016 D_fake: 0.142 +(epoch: 111, iters: 9140, time: 0.305, data: 0.019) G_GAN: 2.991 G_L1: 2.416 D_real: 0.489 D_fake: 0.129 +(epoch: 111, iters: 9240, time: 0.301, data: 0.023) G_GAN: 2.440 G_L1: 2.802 D_real: 0.299 D_fake: 0.347 +(epoch: 111, iters: 9340, time: 0.290, data: 0.020) G_GAN: 5.259 G_L1: 3.095 D_real: 0.637 D_fake: 0.040 +(epoch: 111, iters: 9440, time: 0.398, data: 0.019) G_GAN: 3.902 G_L1: 2.784 D_real: 0.005 D_fake: 0.076 +(epoch: 111, iters: 9540, time: 0.297, data: 0.020) G_GAN: 3.577 G_L1: 5.547 D_real: 0.474 D_fake: 0.085 +(epoch: 111, iters: 9640, time: 0.290, data: 0.018) G_GAN: 3.261 G_L1: 4.930 D_real: 0.149 D_fake: 0.127 +(epoch: 111, iters: 9740, time: 0.291, data: 0.019) G_GAN: 3.490 G_L1: 3.086 D_real: 0.149 D_fake: 0.210 +(epoch: 111, iters: 9840, time: 0.396, data: 0.019) G_GAN: 4.226 G_L1: 2.839 D_real: 0.602 D_fake: 0.030 +(epoch: 111, iters: 9940, time: 0.296, data: 0.020) G_GAN: 3.639 G_L1: 3.530 D_real: 0.105 D_fake: 0.094 +(epoch: 111, iters: 10040, time: 0.296, data: 0.018) G_GAN: 2.961 G_L1: 3.024 D_real: 0.060 D_fake: 0.237 +(epoch: 111, iters: 10140, time: 0.304, data: 0.021) G_GAN: 3.204 G_L1: 3.194 D_real: 0.021 D_fake: 0.129 +(epoch: 111, iters: 10240, time: 0.649, data: 0.019) G_GAN: 3.266 G_L1: 3.118 D_real: 0.109 D_fake: 0.150 +(epoch: 111, iters: 10340, time: 0.298, data: 0.019) G_GAN: 2.886 G_L1: 3.745 D_real: 0.212 D_fake: 0.586 +(epoch: 111, iters: 10440, time: 0.292, data: 0.019) G_GAN: 3.714 G_L1: 3.377 D_real: 0.015 D_fake: 0.087 +(epoch: 111, iters: 10540, time: 0.302, data: 0.021) G_GAN: 3.213 G_L1: 3.210 D_real: 0.359 D_fake: 0.082 +(epoch: 111, iters: 10640, time: 0.414, data: 0.022) G_GAN: 4.292 G_L1: 3.294 D_real: 0.155 D_fake: 0.032 +(epoch: 111, iters: 10740, time: 0.299, data: 0.019) G_GAN: 5.115 G_L1: 3.420 D_real: 0.217 D_fake: 0.030 +(epoch: 111, iters: 10840, time: 0.303, data: 0.019) G_GAN: 4.703 G_L1: 5.727 D_real: 0.018 D_fake: 0.068 +(epoch: 111, iters: 10940, time: 0.302, data: 0.019) G_GAN: 3.666 G_L1: 3.398 D_real: 0.045 D_fake: 0.176 +(epoch: 111, iters: 11040, time: 0.401, data: 0.020) G_GAN: 5.263 G_L1: 3.480 D_real: 0.112 D_fake: 0.016 +(epoch: 111, iters: 11140, time: 0.303, data: 0.017) G_GAN: 3.260 G_L1: 3.496 D_real: 0.060 D_fake: 0.141 +(epoch: 111, iters: 11240, time: 0.296, data: 0.019) G_GAN: 3.402 G_L1: 4.965 D_real: 0.009 D_fake: 0.147 +(epoch: 111, iters: 11340, time: 0.296, data: 0.020) G_GAN: 4.198 G_L1: 3.964 D_real: 0.003 D_fake: 0.173 +(epoch: 111, iters: 11440, time: 0.378, data: 0.019) G_GAN: 3.204 G_L1: 3.772 D_real: 0.082 D_fake: 0.111 +(epoch: 111, iters: 11540, time: 0.290, data: 0.019) G_GAN: 4.200 G_L1: 3.954 D_real: 0.137 D_fake: 0.038 +(epoch: 111, iters: 11640, time: 0.285, data: 0.020) G_GAN: 3.119 G_L1: 3.850 D_real: 0.312 D_fake: 0.264 +(epoch: 111, iters: 11740, time: 0.305, data: 0.017) G_GAN: 4.975 G_L1: 3.528 D_real: 0.002 D_fake: 0.025 +(epoch: 111, iters: 11840, time: 0.414, data: 0.018) G_GAN: 2.536 G_L1: 3.521 D_real: 0.002 D_fake: 0.268 +(epoch: 111, iters: 11940, time: 0.288, data: 0.020) G_GAN: 3.085 G_L1: 2.836 D_real: 0.356 D_fake: 0.324 +(epoch: 111, iters: 12040, time: 0.291, data: 0.017) G_GAN: 3.102 G_L1: 3.304 D_real: 0.509 D_fake: 0.112 +(epoch: 111, iters: 12140, time: 0.288, data: 0.018) G_GAN: 4.073 G_L1: 4.364 D_real: 0.229 D_fake: 0.073 +(epoch: 111, iters: 12240, time: 0.647, data: 0.021) G_GAN: 3.738 G_L1: 5.412 D_real: 0.051 D_fake: 0.095 +(epoch: 111, iters: 12340, time: 0.287, data: 0.019) G_GAN: 2.455 G_L1: 2.756 D_real: 0.123 D_fake: 0.245 +(epoch: 111, iters: 12440, time: 0.293, data: 0.019) G_GAN: 2.598 G_L1: 3.522 D_real: 0.082 D_fake: 0.297 +(epoch: 111, iters: 12540, time: 0.290, data: 0.018) G_GAN: 3.811 G_L1: 4.148 D_real: 0.085 D_fake: 0.064 +(epoch: 111, iters: 12640, time: 0.412, data: 0.017) G_GAN: 4.133 G_L1: 3.653 D_real: 0.006 D_fake: 0.269 +(epoch: 111, iters: 12740, time: 0.304, data: 0.018) G_GAN: 3.917 G_L1: 2.574 D_real: 0.220 D_fake: 0.065 +(epoch: 111, iters: 12840, time: 0.293, data: 0.020) G_GAN: 5.227 G_L1: 4.278 D_real: 0.002 D_fake: 0.081 +(epoch: 111, iters: 12940, time: 0.298, data: 0.019) G_GAN: 4.645 G_L1: 4.354 D_real: 0.070 D_fake: 0.038 +(epoch: 111, iters: 13040, time: 0.424, data: 0.020) G_GAN: 3.618 G_L1: 3.695 D_real: 0.410 D_fake: 0.080 +(epoch: 111, iters: 13140, time: 0.306, data: 0.019) G_GAN: 3.101 G_L1: 4.006 D_real: 0.666 D_fake: 0.074 +(epoch: 111, iters: 13240, time: 0.294, data: 0.020) G_GAN: 5.419 G_L1: 4.339 D_real: 0.004 D_fake: 0.061 +(epoch: 111, iters: 13340, time: 0.303, data: 0.019) G_GAN: 3.096 G_L1: 3.043 D_real: 0.205 D_fake: 0.489 +(epoch: 111, iters: 13440, time: 0.385, data: 0.018) G_GAN: 2.779 G_L1: 3.915 D_real: 0.069 D_fake: 0.223 +(epoch: 111, iters: 13540, time: 0.295, data: 0.022) G_GAN: 2.703 G_L1: 2.855 D_real: 0.018 D_fake: 0.418 +(epoch: 111, iters: 13640, time: 0.307, data: 0.019) G_GAN: 5.391 G_L1: 4.211 D_real: 0.288 D_fake: 0.017 +(epoch: 111, iters: 13740, time: 0.303, data: 0.019) G_GAN: 2.831 G_L1: 3.266 D_real: 0.447 D_fake: 0.144 +(epoch: 111, iters: 13840, time: 0.390, data: 0.021) G_GAN: 3.940 G_L1: 3.098 D_real: 0.377 D_fake: 0.089 +(epoch: 111, iters: 13940, time: 0.302, data: 0.020) G_GAN: 3.256 G_L1: 2.845 D_real: 0.066 D_fake: 0.103 +(epoch: 111, iters: 14040, time: 0.295, data: 0.019) G_GAN: 3.623 G_L1: 3.287 D_real: 0.591 D_fake: 0.067 +(epoch: 111, iters: 14140, time: 0.305, data: 0.019) G_GAN: 3.756 G_L1: 4.092 D_real: 0.027 D_fake: 0.068 +(epoch: 111, iters: 14240, time: 0.647, data: 0.019) G_GAN: 3.046 G_L1: 3.444 D_real: 0.300 D_fake: 0.143 +(epoch: 111, iters: 14340, time: 0.297, data: 0.019) G_GAN: 2.706 G_L1: 3.083 D_real: 0.390 D_fake: 0.163 +(epoch: 111, iters: 14440, time: 0.294, data: 0.019) G_GAN: 5.078 G_L1: 3.933 D_real: 0.002 D_fake: 0.039 +(epoch: 111, iters: 14540, time: 0.303, data: 0.019) G_GAN: 5.280 G_L1: 3.220 D_real: 0.050 D_fake: 0.043 +(epoch: 111, iters: 14640, time: 0.385, data: 0.019) G_GAN: 2.589 G_L1: 4.251 D_real: 0.006 D_fake: 0.370 +(epoch: 111, iters: 14740, time: 0.300, data: 0.020) G_GAN: 3.120 G_L1: 3.097 D_real: 0.109 D_fake: 0.219 +(epoch: 111, iters: 14840, time: 0.294, data: 0.020) G_GAN: 2.242 G_L1: 2.376 D_real: 0.422 D_fake: 0.609 +(epoch: 111, iters: 14940, time: 0.294, data: 0.020) G_GAN: 4.616 G_L1: 4.451 D_real: 0.011 D_fake: 0.086 +(epoch: 111, iters: 15040, time: 0.420, data: 0.019) G_GAN: 3.553 G_L1: 3.558 D_real: 0.264 D_fake: 0.182 +(epoch: 111, iters: 15140, time: 0.294, data: 0.020) G_GAN: 2.753 G_L1: 3.516 D_real: 0.709 D_fake: 0.181 +(epoch: 111, iters: 15240, time: 0.301, data: 0.019) G_GAN: 4.188 G_L1: 4.406 D_real: 0.126 D_fake: 0.080 +(epoch: 111, iters: 15340, time: 0.299, data: 0.019) G_GAN: 4.744 G_L1: 4.312 D_real: 0.146 D_fake: 0.091 +(epoch: 111, iters: 15440, time: 0.410, data: 0.026) G_GAN: 4.488 G_L1: 4.143 D_real: 0.086 D_fake: 0.176 +(epoch: 111, iters: 15540, time: 0.302, data: 0.019) G_GAN: 2.794 G_L1: 2.940 D_real: 0.024 D_fake: 0.245 +(epoch: 111, iters: 15640, time: 0.299, data: 0.020) G_GAN: 3.467 G_L1: 3.618 D_real: 0.008 D_fake: 0.110 +(epoch: 111, iters: 15740, time: 0.292, data: 0.019) G_GAN: 4.665 G_L1: 4.632 D_real: 0.114 D_fake: 0.051 +(epoch: 111, iters: 15840, time: 0.423, data: 0.017) G_GAN: 3.752 G_L1: 3.384 D_real: 0.041 D_fake: 0.120 +(epoch: 111, iters: 15940, time: 0.294, data: 0.018) G_GAN: 4.425 G_L1: 3.587 D_real: 0.528 D_fake: 0.059 +(epoch: 111, iters: 16040, time: 0.300, data: 0.020) G_GAN: 3.329 G_L1: 3.462 D_real: 0.246 D_fake: 0.152 +(epoch: 111, iters: 16140, time: 0.301, data: 0.019) G_GAN: 3.700 G_L1: 3.060 D_real: 0.278 D_fake: 0.122 +(epoch: 111, iters: 16240, time: 0.640, data: 0.021) G_GAN: 4.209 G_L1: 3.554 D_real: 0.071 D_fake: 0.165 +(epoch: 111, iters: 16340, time: 0.300, data: 0.020) G_GAN: 4.539 G_L1: 2.728 D_real: 0.237 D_fake: 0.095 +(epoch: 111, iters: 16440, time: 0.305, data: 0.020) G_GAN: 2.865 G_L1: 4.379 D_real: 0.323 D_fake: 0.146 +(epoch: 111, iters: 16540, time: 0.296, data: 0.020) G_GAN: 3.398 G_L1: 3.116 D_real: 0.196 D_fake: 0.081 +(epoch: 111, iters: 16640, time: 0.417, data: 0.020) G_GAN: 4.014 G_L1: 2.652 D_real: 0.038 D_fake: 0.106 +(epoch: 111, iters: 16740, time: 0.294, data: 0.020) G_GAN: 4.492 G_L1: 4.388 D_real: 0.027 D_fake: 0.156 +(epoch: 111, iters: 16840, time: 0.301, data: 0.019) G_GAN: 2.564 G_L1: 2.964 D_real: 0.117 D_fake: 0.335 +(epoch: 111, iters: 16940, time: 0.292, data: 0.021) G_GAN: 4.831 G_L1: 3.536 D_real: 0.068 D_fake: 0.060 +(epoch: 111, iters: 17040, time: 0.393, data: 0.019) G_GAN: 3.448 G_L1: 4.786 D_real: 0.231 D_fake: 0.196 +(epoch: 111, iters: 17140, time: 0.301, data: 0.019) G_GAN: 3.732 G_L1: 3.044 D_real: 0.122 D_fake: 0.075 +(epoch: 111, iters: 17240, time: 0.300, data: 0.020) G_GAN: 4.690 G_L1: 4.501 D_real: 0.075 D_fake: 0.059 +(epoch: 111, iters: 17340, time: 0.294, data: 0.019) G_GAN: 2.668 G_L1: 3.688 D_real: 0.275 D_fake: 0.184 +(epoch: 111, iters: 17440, time: 0.421, data: 0.019) G_GAN: 3.275 G_L1: 3.358 D_real: 0.112 D_fake: 0.185 +(epoch: 111, iters: 17540, time: 0.285, data: 0.019) G_GAN: 4.034 G_L1: 4.705 D_real: 0.109 D_fake: 0.063 +(epoch: 111, iters: 17640, time: 0.287, data: 0.020) G_GAN: 3.280 G_L1: 3.046 D_real: 0.070 D_fake: 0.113 +(epoch: 111, iters: 17740, time: 0.303, data: 0.018) G_GAN: 3.624 G_L1: 4.060 D_real: 0.001 D_fake: 0.133 +(epoch: 111, iters: 17840, time: 0.417, data: 0.019) G_GAN: 4.314 G_L1: 5.188 D_real: 0.002 D_fake: 0.071 +(epoch: 111, iters: 17940, time: 0.305, data: 0.019) G_GAN: 4.175 G_L1: 3.985 D_real: 0.016 D_fake: 0.102 +(epoch: 111, iters: 18040, time: 0.297, data: 0.019) G_GAN: 2.769 G_L1: 3.968 D_real: 0.003 D_fake: 0.232 +(epoch: 111, iters: 18140, time: 0.286, data: 0.019) G_GAN: 4.630 G_L1: 4.480 D_real: 0.045 D_fake: 0.048 +(epoch: 111, iters: 18240, time: 0.628, data: 0.018) G_GAN: 3.012 G_L1: 2.899 D_real: 0.025 D_fake: 0.258 +(epoch: 111, iters: 18340, time: 0.300, data: 0.021) G_GAN: 2.933 G_L1: 4.465 D_real: 0.210 D_fake: 0.278 +(epoch: 111, iters: 18440, time: 0.294, data: 0.019) G_GAN: 4.304 G_L1: 3.916 D_real: 0.045 D_fake: 0.063 +(epoch: 111, iters: 18540, time: 0.289, data: 0.021) G_GAN: 3.020 G_L1: 3.022 D_real: 0.104 D_fake: 0.218 +(epoch: 111, iters: 18640, time: 0.419, data: 0.018) G_GAN: 3.034 G_L1: 3.334 D_real: 0.065 D_fake: 0.207 +(epoch: 111, iters: 18740, time: 0.302, data: 0.019) G_GAN: 3.239 G_L1: 4.118 D_real: 0.007 D_fake: 0.139 +(epoch: 111, iters: 18840, time: 0.305, data: 0.021) G_GAN: 2.763 G_L1: 3.668 D_real: 0.131 D_fake: 0.291 +(epoch: 111, iters: 18940, time: 0.305, data: 0.019) G_GAN: 4.378 G_L1: 2.532 D_real: 0.075 D_fake: 0.034 +(epoch: 111, iters: 19040, time: 0.418, data: 0.019) G_GAN: 2.991 G_L1: 3.232 D_real: 0.153 D_fake: 0.150 +(epoch: 111, iters: 19140, time: 0.293, data: 0.019) G_GAN: 3.395 G_L1: 4.172 D_real: 0.023 D_fake: 0.118 +(epoch: 111, iters: 19240, time: 0.300, data: 0.018) G_GAN: 3.508 G_L1: 3.832 D_real: 0.033 D_fake: 0.083 +(epoch: 111, iters: 19340, time: 0.300, data: 0.020) G_GAN: 4.035 G_L1: 5.699 D_real: 0.026 D_fake: 0.172 +(epoch: 111, iters: 19440, time: 0.423, data: 0.020) G_GAN: 4.400 G_L1: 3.419 D_real: 0.029 D_fake: 0.083 +(epoch: 111, iters: 19540, time: 0.303, data: 0.019) G_GAN: 4.076 G_L1: 3.110 D_real: 0.668 D_fake: 0.046 +(epoch: 111, iters: 19640, time: 0.304, data: 0.019) G_GAN: 3.316 G_L1: 4.635 D_real: 0.075 D_fake: 0.142 +(epoch: 111, iters: 19740, time: 0.305, data: 0.019) G_GAN: 6.076 G_L1: 4.033 D_real: 0.319 D_fake: 0.019 +(epoch: 111, iters: 19840, time: 0.411, data: 0.020) G_GAN: 4.302 G_L1: 3.389 D_real: 0.029 D_fake: 0.056 +(epoch: 111, iters: 19940, time: 0.301, data: 0.019) G_GAN: 5.118 G_L1: 2.879 D_real: 0.029 D_fake: 0.101 +(epoch: 111, iters: 20040, time: 0.288, data: 0.019) G_GAN: 4.810 G_L1: 6.732 D_real: 0.005 D_fake: 0.045 +(epoch: 111, iters: 20140, time: 0.300, data: 0.018) G_GAN: 4.134 G_L1: 3.808 D_real: 0.001 D_fake: 0.061 +(epoch: 111, iters: 20240, time: 0.634, data: 0.019) G_GAN: 4.756 G_L1: 3.239 D_real: 0.011 D_fake: 0.053 +(epoch: 111, iters: 20340, time: 0.300, data: 0.019) G_GAN: 3.073 G_L1: 3.934 D_real: 0.153 D_fake: 0.137 +(epoch: 111, iters: 20440, time: 0.301, data: 0.019) G_GAN: 2.701 G_L1: 2.514 D_real: 0.254 D_fake: 0.206 +(epoch: 111, iters: 20540, time: 0.291, data: 0.019) G_GAN: 2.496 G_L1: 3.716 D_real: 0.109 D_fake: 0.407 +(epoch: 111, iters: 20640, time: 0.414, data: 0.018) G_GAN: 4.296 G_L1: 3.645 D_real: 0.072 D_fake: 0.100 +(epoch: 111, iters: 20740, time: 0.291, data: 0.019) G_GAN: 4.139 G_L1: 3.812 D_real: 0.090 D_fake: 0.039 +(epoch: 111, iters: 20840, time: 0.293, data: 0.019) G_GAN: 3.911 G_L1: 3.570 D_real: 0.116 D_fake: 0.082 +(epoch: 111, iters: 20940, time: 0.299, data: 0.018) G_GAN: 4.017 G_L1: 4.134 D_real: 0.094 D_fake: 0.131 +(epoch: 111, iters: 21040, time: 0.406, data: 0.019) G_GAN: 2.593 G_L1: 2.761 D_real: 0.219 D_fake: 0.277 +(epoch: 111, iters: 21140, time: 0.303, data: 0.018) G_GAN: 4.958 G_L1: 2.691 D_real: 0.077 D_fake: 0.029 +(epoch: 111, iters: 21240, time: 0.302, data: 0.019) G_GAN: 4.845 G_L1: 2.956 D_real: 0.385 D_fake: 0.086 +(epoch: 111, iters: 21340, time: 0.284, data: 0.019) G_GAN: 5.652 G_L1: 6.056 D_real: 0.003 D_fake: 0.013 +(epoch: 111, iters: 21440, time: 0.431, data: 0.018) G_GAN: 3.537 G_L1: 5.001 D_real: 0.021 D_fake: 0.165 +(epoch: 111, iters: 21540, time: 0.292, data: 0.019) G_GAN: 4.109 G_L1: 3.572 D_real: 0.000 D_fake: 0.181 +(epoch: 111, iters: 21640, time: 0.288, data: 0.020) G_GAN: 3.284 G_L1: 4.050 D_real: 0.122 D_fake: 0.114 +(epoch: 111, iters: 21740, time: 0.295, data: 0.017) G_GAN: 3.384 G_L1: 3.281 D_real: 0.178 D_fake: 0.083 +(epoch: 111, iters: 21840, time: 0.397, data: 0.021) G_GAN: 4.335 G_L1: 2.699 D_real: 0.002 D_fake: 0.095 +(epoch: 111, iters: 21940, time: 0.299, data: 0.019) G_GAN: 3.364 G_L1: 3.746 D_real: 0.070 D_fake: 0.082 +(epoch: 111, iters: 22040, time: 0.306, data: 0.019) G_GAN: 3.787 G_L1: 3.098 D_real: 0.017 D_fake: 0.070 +(epoch: 111, iters: 22140, time: 0.305, data: 0.019) G_GAN: 3.656 G_L1: 4.464 D_real: 0.026 D_fake: 0.105 +(epoch: 111, iters: 22240, time: 0.588, data: 0.020) G_GAN: 3.317 G_L1: 3.784 D_real: 0.006 D_fake: 0.196 +(epoch: 111, iters: 22340, time: 0.295, data: 0.018) G_GAN: 4.243 G_L1: 2.929 D_real: 0.013 D_fake: 0.088 +(epoch: 111, iters: 22440, time: 0.296, data: 0.020) G_GAN: 3.385 G_L1: 2.399 D_real: 0.011 D_fake: 0.160 +(epoch: 111, iters: 22540, time: 0.297, data: 0.018) G_GAN: 3.242 G_L1: 3.762 D_real: 0.158 D_fake: 0.306 +(epoch: 111, iters: 22640, time: 0.420, data: 0.020) G_GAN: 3.774 G_L1: 3.877 D_real: 0.168 D_fake: 0.068 +(epoch: 111, iters: 22740, time: 0.294, data: 0.019) G_GAN: 3.974 G_L1: 4.034 D_real: 0.098 D_fake: 0.078 +(epoch: 111, iters: 22840, time: 0.301, data: 0.019) G_GAN: 3.764 G_L1: 3.932 D_real: 0.199 D_fake: 0.073 +(epoch: 111, iters: 22940, time: 0.299, data: 0.021) G_GAN: 3.910 G_L1: 3.621 D_real: 0.081 D_fake: 0.088 +(epoch: 111, iters: 23040, time: 0.415, data: 0.019) G_GAN: 3.283 G_L1: 4.466 D_real: 0.037 D_fake: 0.133 +(epoch: 111, iters: 23140, time: 0.300, data: 0.019) G_GAN: 3.060 G_L1: 3.882 D_real: 0.131 D_fake: 0.129 +(epoch: 111, iters: 23240, time: 0.284, data: 0.021) G_GAN: 4.471 G_L1: 3.596 D_real: 0.006 D_fake: 0.103 +(epoch: 111, iters: 23340, time: 0.305, data: 0.019) G_GAN: 3.627 G_L1: 4.254 D_real: 0.022 D_fake: 0.094 +(epoch: 111, iters: 23440, time: 0.419, data: 0.022) G_GAN: 3.394 G_L1: 3.465 D_real: 0.355 D_fake: 0.127 +(epoch: 111, iters: 23540, time: 0.280, data: 0.019) G_GAN: 3.396 G_L1: 5.356 D_real: 0.170 D_fake: 0.100 +(epoch: 111, iters: 23640, time: 0.296, data: 0.017) G_GAN: 2.770 G_L1: 3.540 D_real: 0.210 D_fake: 0.148 +(epoch: 111, iters: 23740, time: 0.293, data: 0.018) G_GAN: 3.345 G_L1: 7.713 D_real: 0.063 D_fake: 0.140 +(epoch: 111, iters: 23840, time: 0.414, data: 0.018) G_GAN: 3.141 G_L1: 2.945 D_real: 0.175 D_fake: 0.261 +(epoch: 111, iters: 23940, time: 0.286, data: 0.019) G_GAN: 3.738 G_L1: 3.878 D_real: 0.049 D_fake: 0.100 +(epoch: 111, iters: 24040, time: 0.265, data: 0.017) G_GAN: 2.883 G_L1: 3.903 D_real: 0.176 D_fake: 0.203 +(epoch: 111, iters: 24140, time: 0.289, data: 0.015) G_GAN: 2.634 G_L1: 4.503 D_real: 0.508 D_fake: 0.570 +(epoch: 111, iters: 24240, time: 0.630, data: 0.019) G_GAN: 5.516 G_L1: 4.434 D_real: 0.029 D_fake: 0.039 +(epoch: 111, iters: 24340, time: 0.283, data: 0.017) G_GAN: 3.486 G_L1: 3.694 D_real: 0.021 D_fake: 0.130 +(epoch: 111, iters: 24440, time: 0.289, data: 0.018) G_GAN: 4.445 G_L1: 2.031 D_real: 0.172 D_fake: 0.160 +(epoch: 111, iters: 24540, time: 0.288, data: 0.017) G_GAN: 4.388 G_L1: 3.454 D_real: 0.278 D_fake: 0.034 +(epoch: 111, iters: 24640, time: 0.393, data: 0.017) G_GAN: 4.659 G_L1: 3.275 D_real: 0.030 D_fake: 0.038 +(epoch: 111, iters: 24740, time: 0.296, data: 0.020) G_GAN: 3.013 G_L1: 4.166 D_real: 0.246 D_fake: 0.249 +(epoch: 111, iters: 24840, time: 0.302, data: 0.018) G_GAN: 2.953 G_L1: 3.876 D_real: 0.511 D_fake: 0.168 +(epoch: 111, iters: 24940, time: 0.309, data: 0.020) G_GAN: 3.417 G_L1: 3.197 D_real: 0.160 D_fake: 0.105 +(epoch: 111, iters: 25040, time: 0.369, data: 0.019) G_GAN: 4.763 G_L1: 2.500 D_real: 0.116 D_fake: 0.040 +(epoch: 111, iters: 25140, time: 0.291, data: 0.015) G_GAN: 3.418 G_L1: 2.864 D_real: 0.048 D_fake: 0.148 +(epoch: 111, iters: 25240, time: 0.289, data: 0.018) G_GAN: 3.123 G_L1: 5.058 D_real: 0.122 D_fake: 0.396 +(epoch: 111, iters: 25340, time: 0.303, data: 0.016) G_GAN: 4.733 G_L1: 3.959 D_real: 0.170 D_fake: 0.025 +(epoch: 111, iters: 25440, time: 0.417, data: 0.018) G_GAN: 3.166 G_L1: 2.536 D_real: 0.443 D_fake: 0.132 +(epoch: 111, iters: 25540, time: 0.301, data: 0.020) G_GAN: 3.139 G_L1: 3.033 D_real: 0.087 D_fake: 0.152 +(epoch: 111, iters: 25640, time: 0.301, data: 0.020) G_GAN: 4.393 G_L1: 4.609 D_real: 0.049 D_fake: 0.041 +(epoch: 111, iters: 25740, time: 0.303, data: 0.020) G_GAN: 4.472 G_L1: 4.552 D_real: 0.158 D_fake: 0.037 +(epoch: 111, iters: 25840, time: 0.385, data: 0.020) G_GAN: 5.464 G_L1: 3.457 D_real: 0.002 D_fake: 0.022 +(epoch: 111, iters: 25940, time: 0.300, data: 0.019) G_GAN: 3.641 G_L1: 3.002 D_real: 0.150 D_fake: 0.114 +(epoch: 111, iters: 26040, time: 0.291, data: 0.021) G_GAN: 2.805 G_L1: 3.354 D_real: 0.235 D_fake: 0.282 +(epoch: 111, iters: 26140, time: 0.301, data: 0.019) G_GAN: 3.740 G_L1: 3.758 D_real: 0.292 D_fake: 0.070 +(epoch: 111, iters: 26240, time: 0.647, data: 0.019) G_GAN: 3.321 G_L1: 4.775 D_real: 0.316 D_fake: 0.112 +(epoch: 111, iters: 26340, time: 0.296, data: 0.018) G_GAN: 3.956 G_L1: 4.116 D_real: 0.022 D_fake: 0.080 +(epoch: 111, iters: 26440, time: 0.276, data: 0.019) G_GAN: 4.969 G_L1: 3.191 D_real: 0.265 D_fake: 0.132 +(epoch: 111, iters: 26540, time: 0.300, data: 0.017) G_GAN: 3.890 G_L1: 4.804 D_real: 0.030 D_fake: 0.071 +(epoch: 111, iters: 26640, time: 0.395, data: 0.018) G_GAN: 3.923 G_L1: 3.264 D_real: 0.083 D_fake: 0.058 +(epoch: 111, iters: 26740, time: 0.256, data: 0.021) G_GAN: 3.456 G_L1: 5.282 D_real: 0.122 D_fake: 0.179 +(epoch: 111, iters: 26840, time: 0.280, data: 0.015) G_GAN: 4.465 G_L1: 3.673 D_real: 0.266 D_fake: 0.066 +(epoch: 111, iters: 26940, time: 0.287, data: 0.016) G_GAN: 2.806 G_L1: 3.297 D_real: 0.015 D_fake: 0.208 +(epoch: 111, iters: 27040, time: 0.433, data: 0.016) G_GAN: 4.590 G_L1: 5.094 D_real: 0.100 D_fake: 0.041 +(epoch: 111, iters: 27140, time: 0.289, data: 0.021) G_GAN: 3.714 G_L1: 2.594 D_real: 0.650 D_fake: 0.117 +(epoch: 111, iters: 27240, time: 0.296, data: 0.017) G_GAN: 3.783 G_L1: 3.435 D_real: 0.123 D_fake: 0.143 +(epoch: 111, iters: 27340, time: 0.296, data: 0.018) G_GAN: 3.200 G_L1: 2.714 D_real: 0.024 D_fake: 0.143 +(epoch: 111, iters: 27440, time: 0.417, data: 0.019) G_GAN: 5.360 G_L1: 5.259 D_real: 0.007 D_fake: 0.028 +(epoch: 111, iters: 27540, time: 0.291, data: 0.018) G_GAN: 5.068 G_L1: 5.264 D_real: 0.002 D_fake: 0.050 +(epoch: 111, iters: 27640, time: 0.289, data: 0.018) G_GAN: 2.809 G_L1: 3.259 D_real: 0.432 D_fake: 0.126 +(epoch: 111, iters: 27740, time: 0.303, data: 0.022) G_GAN: 3.571 G_L1: 4.426 D_real: 0.211 D_fake: 0.076 +(epoch: 111, iters: 27840, time: 0.419, data: 0.021) G_GAN: 4.311 G_L1: 3.702 D_real: 0.006 D_fake: 0.080 +(epoch: 111, iters: 27940, time: 0.299, data: 0.019) G_GAN: 4.170 G_L1: 3.201 D_real: 0.443 D_fake: 0.058 +(epoch: 111, iters: 28040, time: 0.285, data: 0.019) G_GAN: 5.252 G_L1: 4.204 D_real: 0.002 D_fake: 0.031 +(epoch: 111, iters: 28140, time: 0.283, data: 0.015) G_GAN: 3.964 G_L1: 4.444 D_real: 0.176 D_fake: 0.110 +(epoch: 111, iters: 28240, time: 0.639, data: 0.017) G_GAN: 4.302 G_L1: 2.178 D_real: 0.351 D_fake: 0.059 +(epoch: 111, iters: 28340, time: 0.297, data: 0.019) G_GAN: 4.247 G_L1: 4.682 D_real: 0.088 D_fake: 0.106 +(epoch: 111, iters: 28440, time: 0.299, data: 0.020) G_GAN: 4.487 G_L1: 3.777 D_real: 0.010 D_fake: 0.132 +(epoch: 111, iters: 28540, time: 0.296, data: 0.019) G_GAN: 3.734 G_L1: 3.405 D_real: 0.003 D_fake: 0.114 +(epoch: 111, iters: 28640, time: 0.427, data: 0.019) G_GAN: 2.423 G_L1: 3.319 D_real: 0.069 D_fake: 0.295 +(epoch: 111, iters: 28740, time: 0.288, data: 0.019) G_GAN: 3.448 G_L1: 3.976 D_real: 0.027 D_fake: 0.089 +(epoch: 111, iters: 28840, time: 0.288, data: 0.018) G_GAN: 4.476 G_L1: 2.610 D_real: 0.239 D_fake: 0.120 +(epoch: 111, iters: 28940, time: 0.291, data: 0.018) G_GAN: 6.111 G_L1: 5.907 D_real: 0.174 D_fake: 0.008 +(epoch: 111, iters: 29040, time: 0.414, data: 0.019) G_GAN: 6.558 G_L1: 5.142 D_real: 0.029 D_fake: 0.008 +(epoch: 111, iters: 29140, time: 0.301, data: 0.019) G_GAN: 2.985 G_L1: 5.285 D_real: 0.100 D_fake: 0.286 +(epoch: 111, iters: 29240, time: 0.288, data: 0.023) G_GAN: 3.398 G_L1: 3.415 D_real: 0.059 D_fake: 0.093 +(epoch: 111, iters: 29340, time: 0.304, data: 0.018) G_GAN: 4.391 G_L1: 4.408 D_real: 0.001 D_fake: 0.090 +(epoch: 111, iters: 29440, time: 0.403, data: 0.020) G_GAN: 2.381 G_L1: 3.073 D_real: 0.032 D_fake: 0.438 +(epoch: 111, iters: 29540, time: 0.287, data: 0.018) G_GAN: 2.876 G_L1: 3.033 D_real: 0.135 D_fake: 0.190 +(epoch: 111, iters: 29640, time: 0.290, data: 0.017) G_GAN: 6.000 G_L1: 2.958 D_real: 0.006 D_fake: 0.091 +(epoch: 111, iters: 29740, time: 0.300, data: 0.019) G_GAN: 2.978 G_L1: 3.676 D_real: 0.261 D_fake: 0.114 +(epoch: 111, iters: 29840, time: 0.399, data: 0.020) G_GAN: 2.742 G_L1: 3.466 D_real: 0.009 D_fake: 0.325 +(epoch: 111, iters: 29940, time: 0.297, data: 0.017) G_GAN: 3.553 G_L1: 4.086 D_real: 0.014 D_fake: 0.157 +(epoch: 111, iters: 30040, time: 0.297, data: 0.020) G_GAN: 3.204 G_L1: 3.179 D_real: 0.282 D_fake: 0.083 +(epoch: 111, iters: 30140, time: 0.305, data: 0.018) G_GAN: 3.666 G_L1: 5.226 D_real: 0.072 D_fake: 0.133 +(epoch: 111, iters: 30240, time: 0.643, data: 0.020) G_GAN: 4.198 G_L1: 3.880 D_real: 0.004 D_fake: 0.089 +(epoch: 111, iters: 30340, time: 0.301, data: 0.019) G_GAN: 3.528 G_L1: 3.339 D_real: 0.370 D_fake: 0.081 +(epoch: 111, iters: 30440, time: 0.304, data: 0.020) G_GAN: 3.034 G_L1: 3.260 D_real: 0.308 D_fake: 0.205 +(epoch: 111, iters: 30540, time: 0.296, data: 0.020) G_GAN: 4.685 G_L1: 3.313 D_real: 0.053 D_fake: 0.066 +(epoch: 111, iters: 30640, time: 0.411, data: 0.019) G_GAN: 2.837 G_L1: 3.666 D_real: 0.093 D_fake: 0.143 +(epoch: 111, iters: 30740, time: 0.303, data: 0.019) G_GAN: 3.784 G_L1: 5.919 D_real: 0.001 D_fake: 0.071 +(epoch: 111, iters: 30840, time: 0.294, data: 0.018) G_GAN: 3.118 G_L1: 5.161 D_real: 0.141 D_fake: 0.200 +(epoch: 111, iters: 30940, time: 0.304, data: 0.020) G_GAN: 3.716 G_L1: 4.024 D_real: 0.214 D_fake: 0.066 +(epoch: 111, iters: 31040, time: 0.391, data: 0.018) G_GAN: 4.312 G_L1: 3.289 D_real: 0.094 D_fake: 0.048 +(epoch: 111, iters: 31140, time: 0.300, data: 0.018) G_GAN: 4.180 G_L1: 4.533 D_real: 0.042 D_fake: 0.031 +(epoch: 111, iters: 31240, time: 0.301, data: 0.019) G_GAN: 3.396 G_L1: 4.268 D_real: 0.236 D_fake: 0.098 +(epoch: 111, iters: 31340, time: 0.305, data: 0.019) G_GAN: 2.755 G_L1: 2.125 D_real: 0.757 D_fake: 0.319 +(epoch: 111, iters: 31440, time: 0.419, data: 0.021) G_GAN: 4.207 G_L1: 3.788 D_real: 0.198 D_fake: 0.136 +(epoch: 111, iters: 31540, time: 0.300, data: 0.018) G_GAN: 2.072 G_L1: 2.991 D_real: 0.427 D_fake: 0.508 +(epoch: 111, iters: 31640, time: 0.302, data: 0.019) G_GAN: 3.644 G_L1: 3.251 D_real: 0.110 D_fake: 0.182 +(epoch: 111, iters: 31740, time: 0.306, data: 0.019) G_GAN: 2.953 G_L1: 3.150 D_real: 0.206 D_fake: 0.123 +(epoch: 111, iters: 31840, time: 0.422, data: 0.019) G_GAN: 2.976 G_L1: 3.862 D_real: 0.023 D_fake: 0.397 +(epoch: 111, iters: 31940, time: 0.292, data: 0.019) G_GAN: 3.256 G_L1: 2.585 D_real: 0.044 D_fake: 0.134 +(epoch: 111, iters: 32040, time: 0.300, data: 0.018) G_GAN: 3.660 G_L1: 3.164 D_real: 0.004 D_fake: 0.103 +(epoch: 111, iters: 32140, time: 0.291, data: 0.019) G_GAN: 3.551 G_L1: 2.738 D_real: 0.718 D_fake: 0.094 +(epoch: 111, iters: 32240, time: 0.667, data: 0.019) G_GAN: 3.597 G_L1: 4.412 D_real: 0.006 D_fake: 0.324 +(epoch: 111, iters: 32340, time: 0.300, data: 0.018) G_GAN: 2.802 G_L1: 2.906 D_real: 0.161 D_fake: 0.129 +(epoch: 111, iters: 32440, time: 0.288, data: 0.019) G_GAN: 4.179 G_L1: 4.105 D_real: 0.001 D_fake: 0.049 +(epoch: 111, iters: 32540, time: 0.287, data: 0.017) G_GAN: 3.895 G_L1: 3.512 D_real: 0.005 D_fake: 0.153 +(epoch: 111, iters: 32640, time: 0.424, data: 0.017) G_GAN: 4.576 G_L1: 3.678 D_real: 0.125 D_fake: 0.033 +(epoch: 111, iters: 32740, time: 0.302, data: 0.020) G_GAN: 4.114 G_L1: 4.504 D_real: 0.004 D_fake: 0.059 +(epoch: 111, iters: 32840, time: 0.297, data: 0.019) G_GAN: 3.639 G_L1: 3.445 D_real: 0.842 D_fake: 0.082 +(epoch: 111, iters: 32940, time: 0.303, data: 0.020) G_GAN: 3.493 G_L1: 2.688 D_real: 0.067 D_fake: 0.104 +(epoch: 111, iters: 33040, time: 0.423, data: 0.020) G_GAN: 3.288 G_L1: 3.945 D_real: 0.209 D_fake: 0.081 +(epoch: 111, iters: 33140, time: 0.303, data: 0.020) G_GAN: 4.800 G_L1: 4.470 D_real: 0.088 D_fake: 0.027 +(epoch: 111, iters: 33240, time: 0.304, data: 0.019) G_GAN: 5.091 G_L1: 3.516 D_real: 0.100 D_fake: 0.076 +(epoch: 111, iters: 33340, time: 0.287, data: 0.020) G_GAN: 4.396 G_L1: 3.725 D_real: 0.267 D_fake: 0.213 +(epoch: 111, iters: 33440, time: 0.404, data: 0.018) G_GAN: 3.251 G_L1: 4.682 D_real: 0.012 D_fake: 0.172 +(epoch: 111, iters: 33540, time: 0.291, data: 0.018) G_GAN: 4.314 G_L1: 3.398 D_real: 0.102 D_fake: 0.082 +(epoch: 111, iters: 33640, time: 0.288, data: 0.022) G_GAN: 5.092 G_L1: 2.514 D_real: 0.001 D_fake: 0.031 +(epoch: 111, iters: 33740, time: 0.293, data: 0.015) G_GAN: 3.678 G_L1: 3.293 D_real: 0.028 D_fake: 0.081 +(epoch: 111, iters: 33840, time: 0.388, data: 0.018) G_GAN: 3.772 G_L1: 3.165 D_real: 0.047 D_fake: 0.056 +(epoch: 111, iters: 33940, time: 0.285, data: 0.017) G_GAN: 3.012 G_L1: 2.533 D_real: 1.830 D_fake: 0.079 +(epoch: 111, iters: 34040, time: 0.286, data: 0.016) G_GAN: 3.439 G_L1: 4.646 D_real: 0.117 D_fake: 0.192 +(epoch: 111, iters: 34140, time: 0.291, data: 0.019) G_GAN: 4.132 G_L1: 3.649 D_real: 0.000 D_fake: 0.051 +(epoch: 111, iters: 34240, time: 0.634, data: 0.019) G_GAN: 4.045 G_L1: 4.510 D_real: 0.023 D_fake: 0.237 +(epoch: 111, iters: 34340, time: 0.277, data: 0.017) G_GAN: 3.896 G_L1: 4.531 D_real: 0.125 D_fake: 0.069 +(epoch: 111, iters: 34440, time: 0.284, data: 0.018) G_GAN: 2.411 G_L1: 3.081 D_real: 0.044 D_fake: 0.192 +(epoch: 111, iters: 34540, time: 0.293, data: 0.019) G_GAN: 3.968 G_L1: 4.714 D_real: 0.089 D_fake: 0.120 +(epoch: 111, iters: 34640, time: 0.420, data: 0.019) G_GAN: 3.740 G_L1: 3.970 D_real: 0.029 D_fake: 0.152 +(epoch: 111, iters: 34740, time: 0.288, data: 0.019) G_GAN: 4.763 G_L1: 3.213 D_real: 0.028 D_fake: 0.074 +(epoch: 111, iters: 34840, time: 0.289, data: 0.018) G_GAN: 3.704 G_L1: 1.992 D_real: 0.082 D_fake: 0.096 +(epoch: 111, iters: 34940, time: 0.287, data: 0.021) G_GAN: 4.633 G_L1: 3.537 D_real: 0.108 D_fake: 0.168 +(epoch: 111, iters: 35040, time: 0.391, data: 0.018) G_GAN: 4.537 G_L1: 4.321 D_real: 0.409 D_fake: 0.041 +(epoch: 111, iters: 35140, time: 0.288, data: 0.017) G_GAN: 3.833 G_L1: 4.360 D_real: 0.051 D_fake: 0.348 +(epoch: 111, iters: 35240, time: 0.298, data: 0.019) G_GAN: 4.083 G_L1: 4.487 D_real: 0.314 D_fake: 0.182 +(epoch: 111, iters: 35340, time: 0.294, data: 0.018) G_GAN: 3.873 G_L1: 2.820 D_real: 0.114 D_fake: 0.140 +(epoch: 111, iters: 35440, time: 0.393, data: 0.018) G_GAN: 3.682 G_L1: 3.595 D_real: 0.011 D_fake: 0.091 +(epoch: 111, iters: 35540, time: 0.294, data: 0.016) G_GAN: 4.116 G_L1: 4.480 D_real: 0.432 D_fake: 0.048 +(epoch: 111, iters: 35640, time: 0.291, data: 0.018) G_GAN: 3.748 G_L1: 2.684 D_real: 0.222 D_fake: 0.098 +(epoch: 111, iters: 35740, time: 0.288, data: 0.018) G_GAN: 2.992 G_L1: 3.352 D_real: 0.054 D_fake: 0.254 +(epoch: 111, iters: 35840, time: 0.384, data: 0.018) G_GAN: 2.871 G_L1: 3.868 D_real: 0.070 D_fake: 0.581 +(epoch: 111, iters: 35940, time: 0.282, data: 0.019) G_GAN: 3.894 G_L1: 2.492 D_real: 0.432 D_fake: 0.041 +(epoch: 111, iters: 36040, time: 0.294, data: 0.016) G_GAN: 5.169 G_L1: 3.825 D_real: 0.175 D_fake: 0.053 +(epoch: 111, iters: 36140, time: 0.289, data: 0.018) G_GAN: 2.238 G_L1: 2.670 D_real: 0.110 D_fake: 0.248 +(epoch: 111, iters: 36240, time: 0.630, data: 0.020) G_GAN: 4.070 G_L1: 3.688 D_real: 0.025 D_fake: 0.085 +(epoch: 111, iters: 36340, time: 0.284, data: 0.016) G_GAN: 2.682 G_L1: 3.766 D_real: 0.550 D_fake: 0.206 +(epoch: 111, iters: 36440, time: 0.287, data: 0.017) G_GAN: 4.186 G_L1: 4.184 D_real: 0.020 D_fake: 0.100 +(epoch: 111, iters: 36540, time: 0.289, data: 0.020) G_GAN: 3.198 G_L1: 3.272 D_real: 0.112 D_fake: 0.153 +(epoch: 111, iters: 36640, time: 0.392, data: 0.019) G_GAN: 3.559 G_L1: 3.784 D_real: 0.156 D_fake: 0.064 +(epoch: 111, iters: 36740, time: 0.290, data: 0.019) G_GAN: 4.025 G_L1: 2.986 D_real: 0.015 D_fake: 0.063 +(epoch: 111, iters: 36840, time: 0.293, data: 0.019) G_GAN: 3.788 G_L1: 3.420 D_real: 0.222 D_fake: 0.132 +(epoch: 111, iters: 36940, time: 0.294, data: 0.016) G_GAN: 2.599 G_L1: 3.558 D_real: 0.019 D_fake: 0.437 +(epoch: 111, iters: 37040, time: 0.386, data: 0.019) G_GAN: 3.828 G_L1: 2.858 D_real: 0.043 D_fake: 0.086 +(epoch: 111, iters: 37140, time: 0.296, data: 0.017) G_GAN: 4.292 G_L1: 3.624 D_real: 0.184 D_fake: 0.030 +(epoch: 111, iters: 37240, time: 0.296, data: 0.018) G_GAN: 3.926 G_L1: 4.430 D_real: 0.032 D_fake: 0.132 +(epoch: 111, iters: 37340, time: 0.293, data: 0.018) G_GAN: 3.067 G_L1: 4.054 D_real: 0.548 D_fake: 0.084 +(epoch: 111, iters: 37440, time: 0.412, data: 0.018) G_GAN: 3.616 G_L1: 4.025 D_real: 0.285 D_fake: 0.107 +(epoch: 111, iters: 37540, time: 0.293, data: 0.018) G_GAN: 2.036 G_L1: 2.757 D_real: 0.592 D_fake: 0.354 +(epoch: 111, iters: 37640, time: 0.293, data: 0.018) G_GAN: 4.446 G_L1: 3.730 D_real: 0.105 D_fake: 0.044 +(epoch: 111, iters: 37740, time: 0.289, data: 0.018) G_GAN: 3.257 G_L1: 3.884 D_real: 0.035 D_fake: 0.170 +(epoch: 111, iters: 37840, time: 0.379, data: 0.019) G_GAN: 3.761 G_L1: 3.076 D_real: 0.077 D_fake: 0.230 +(epoch: 111, iters: 37940, time: 0.291, data: 0.019) G_GAN: 3.130 G_L1: 4.334 D_real: 0.231 D_fake: 0.121 +(epoch: 111, iters: 38040, time: 0.299, data: 0.018) G_GAN: 3.329 G_L1: 3.679 D_real: 0.250 D_fake: 0.098 +(epoch: 111, iters: 38140, time: 0.289, data: 0.018) G_GAN: 3.093 G_L1: 5.466 D_real: 0.342 D_fake: 0.167 +(epoch: 111, iters: 38240, time: 0.633, data: 0.017) G_GAN: 4.627 G_L1: 2.523 D_real: 0.287 D_fake: 0.034 +(epoch: 111, iters: 38340, time: 0.297, data: 0.019) G_GAN: 4.904 G_L1: 3.216 D_real: 0.319 D_fake: 0.046 +(epoch: 111, iters: 38440, time: 0.301, data: 0.020) G_GAN: 3.082 G_L1: 3.106 D_real: 0.455 D_fake: 0.081 +(epoch: 111, iters: 38540, time: 0.291, data: 0.021) G_GAN: 2.398 G_L1: 3.143 D_real: 0.002 D_fake: 0.378 +(epoch: 111, iters: 38640, time: 0.411, data: 0.019) G_GAN: 3.619 G_L1: 3.473 D_real: 0.110 D_fake: 0.071 +(epoch: 111, iters: 38740, time: 0.287, data: 0.022) G_GAN: 3.541 G_L1: 4.972 D_real: 0.140 D_fake: 0.115 +(epoch: 111, iters: 38840, time: 0.300, data: 0.019) G_GAN: 4.053 G_L1: 3.109 D_real: 0.099 D_fake: 0.062 +(epoch: 111, iters: 38940, time: 0.291, data: 0.020) G_GAN: 4.464 G_L1: 4.521 D_real: 0.048 D_fake: 0.052 +(epoch: 111, iters: 39040, time: 0.420, data: 0.020) G_GAN: 4.321 G_L1: 2.936 D_real: 0.094 D_fake: 0.119 +(epoch: 111, iters: 39140, time: 0.301, data: 0.021) G_GAN: 4.947 G_L1: 4.917 D_real: 0.017 D_fake: 0.119 +(epoch: 111, iters: 39240, time: 0.298, data: 0.022) G_GAN: 3.834 G_L1: 3.259 D_real: 0.157 D_fake: 0.115 +(epoch: 111, iters: 39340, time: 0.296, data: 0.018) G_GAN: 3.205 G_L1: 3.356 D_real: 0.039 D_fake: 0.234 +(epoch: 111, iters: 39440, time: 0.420, data: 0.020) G_GAN: 3.523 G_L1: 2.517 D_real: 0.075 D_fake: 0.090 +(epoch: 111, iters: 39540, time: 0.295, data: 0.019) G_GAN: 5.743 G_L1: 4.199 D_real: 0.044 D_fake: 0.020 +(epoch: 111, iters: 39640, time: 0.304, data: 0.020) G_GAN: 3.942 G_L1: 2.515 D_real: 0.149 D_fake: 0.168 +(epoch: 111, iters: 39740, time: 0.294, data: 0.019) G_GAN: 4.913 G_L1: 5.400 D_real: 0.005 D_fake: 0.078 +(epoch: 111, iters: 39840, time: 0.396, data: 0.019) G_GAN: 4.576 G_L1: 2.974 D_real: 0.293 D_fake: 0.034 +(epoch: 111, iters: 39940, time: 0.295, data: 0.019) G_GAN: 4.623 G_L1: 4.947 D_real: 0.026 D_fake: 0.061 +(epoch: 111, iters: 40040, time: 0.305, data: 0.018) G_GAN: 3.800 G_L1: 3.280 D_real: 0.131 D_fake: 0.091 +(epoch: 111, iters: 40140, time: 0.306, data: 0.022) G_GAN: 3.155 G_L1: 3.815 D_real: 0.018 D_fake: 0.135 +(epoch: 111, iters: 40240, time: 0.605, data: 0.020) G_GAN: 4.587 G_L1: 5.493 D_real: 0.098 D_fake: 0.075 +(epoch: 111, iters: 40340, time: 0.305, data: 0.018) G_GAN: 4.654 G_L1: 3.858 D_real: 0.091 D_fake: 0.107 +(epoch: 111, iters: 40440, time: 0.303, data: 0.019) G_GAN: 5.751 G_L1: 4.819 D_real: 0.262 D_fake: 0.012 +(epoch: 111, iters: 40540, time: 0.294, data: 0.020) G_GAN: 5.217 G_L1: 2.685 D_real: 0.057 D_fake: 0.031 +(epoch: 111, iters: 40640, time: 0.409, data: 0.019) G_GAN: 4.449 G_L1: 3.182 D_real: 0.660 D_fake: 0.071 +(epoch: 111, iters: 40740, time: 0.310, data: 0.020) G_GAN: 4.871 G_L1: 3.481 D_real: 0.040 D_fake: 0.102 +(epoch: 111, iters: 40840, time: 0.301, data: 0.020) G_GAN: 5.664 G_L1: 4.353 D_real: 0.017 D_fake: 0.026 +(epoch: 111, iters: 40940, time: 0.304, data: 0.020) G_GAN: 3.465 G_L1: 4.696 D_real: 0.264 D_fake: 0.183 +(epoch: 111, iters: 41040, time: 0.434, data: 0.019) G_GAN: 2.999 G_L1: 3.823 D_real: 0.013 D_fake: 0.378 +(epoch: 111, iters: 41140, time: 0.295, data: 0.019) G_GAN: 3.074 G_L1: 3.132 D_real: 0.198 D_fake: 0.160 +(epoch: 111, iters: 41240, time: 0.305, data: 0.020) G_GAN: 2.933 G_L1: 3.433 D_real: 0.080 D_fake: 0.150 +(epoch: 111, iters: 41340, time: 0.300, data: 0.019) G_GAN: 4.358 G_L1: 4.258 D_real: 0.013 D_fake: 0.088 +(epoch: 111, iters: 41440, time: 0.424, data: 0.019) G_GAN: 3.184 G_L1: 3.492 D_real: 0.035 D_fake: 0.199 +(epoch: 111, iters: 41540, time: 0.305, data: 0.020) G_GAN: 5.122 G_L1: 3.068 D_real: 0.417 D_fake: 0.018 +(epoch: 111, iters: 41640, time: 0.286, data: 0.023) G_GAN: 4.252 G_L1: 4.074 D_real: 0.217 D_fake: 0.071 +(epoch: 111, iters: 41740, time: 0.304, data: 0.021) G_GAN: 4.315 G_L1: 3.693 D_real: 0.041 D_fake: 0.073 +(epoch: 111, iters: 41840, time: 0.413, data: 0.019) G_GAN: 3.032 G_L1: 3.290 D_real: 0.088 D_fake: 0.177 +(epoch: 111, iters: 41940, time: 0.304, data: 0.021) G_GAN: 4.047 G_L1: 3.444 D_real: 0.329 D_fake: 0.240 +(epoch: 111, iters: 42040, time: 0.302, data: 0.022) G_GAN: 3.274 G_L1: 3.964 D_real: 0.139 D_fake: 0.230 +(epoch: 111, iters: 42140, time: 0.305, data: 0.019) G_GAN: 4.021 G_L1: 3.832 D_real: 0.051 D_fake: 0.085 +(epoch: 111, iters: 42240, time: 0.607, data: 0.020) G_GAN: 3.275 G_L1: 3.153 D_real: 0.019 D_fake: 0.155 +(epoch: 111, iters: 42340, time: 0.303, data: 0.020) G_GAN: 5.696 G_L1: 4.757 D_real: 0.022 D_fake: 0.023 +(epoch: 111, iters: 42440, time: 0.295, data: 0.019) G_GAN: 3.877 G_L1: 4.392 D_real: 0.035 D_fake: 0.124 +(epoch: 111, iters: 42540, time: 0.305, data: 0.019) G_GAN: 4.744 G_L1: 4.049 D_real: 0.078 D_fake: 0.036 +(epoch: 111, iters: 42640, time: 0.424, data: 0.022) G_GAN: 4.188 G_L1: 4.978 D_real: 0.077 D_fake: 0.135 +(epoch: 111, iters: 42740, time: 0.302, data: 0.022) G_GAN: 3.359 G_L1: 3.518 D_real: 0.111 D_fake: 0.132 +(epoch: 111, iters: 42840, time: 0.299, data: 0.019) G_GAN: 4.200 G_L1: 4.346 D_real: 0.024 D_fake: 0.226 +(epoch: 111, iters: 42940, time: 0.306, data: 0.020) G_GAN: 3.912 G_L1: 4.121 D_real: 0.121 D_fake: 0.055 +(epoch: 111, iters: 43040, time: 0.388, data: 0.021) G_GAN: 4.903 G_L1: 1.802 D_real: 0.109 D_fake: 0.037 +(epoch: 111, iters: 43140, time: 0.304, data: 0.018) G_GAN: 4.956 G_L1: 4.814 D_real: 0.002 D_fake: 0.043 +(epoch: 111, iters: 43240, time: 0.303, data: 0.022) G_GAN: 3.341 G_L1: 2.367 D_real: 0.176 D_fake: 0.115 +(epoch: 111, iters: 43340, time: 0.301, data: 0.020) G_GAN: 2.453 G_L1: 3.516 D_real: 0.109 D_fake: 0.405 +(epoch: 111, iters: 43440, time: 0.406, data: 0.020) G_GAN: 3.465 G_L1: 3.469 D_real: 0.216 D_fake: 0.089 +(epoch: 111, iters: 43540, time: 0.295, data: 0.019) G_GAN: 3.101 G_L1: 5.539 D_real: 0.063 D_fake: 0.120 +(epoch: 111, iters: 43640, time: 0.292, data: 0.020) G_GAN: 3.632 G_L1: 3.676 D_real: 0.210 D_fake: 0.053 +(epoch: 111, iters: 43740, time: 0.302, data: 0.018) G_GAN: 5.273 G_L1: 3.909 D_real: 0.008 D_fake: 0.049 +(epoch: 111, iters: 43840, time: 0.420, data: 0.021) G_GAN: 2.693 G_L1: 2.921 D_real: 0.073 D_fake: 0.274 +(epoch: 111, iters: 43940, time: 0.294, data: 0.021) G_GAN: 3.558 G_L1: 5.179 D_real: 0.177 D_fake: 0.066 +(epoch: 111, iters: 44040, time: 0.302, data: 0.018) G_GAN: 4.299 G_L1: 3.551 D_real: 0.552 D_fake: 0.039 +(epoch: 111, iters: 44140, time: 0.302, data: 0.019) G_GAN: 2.560 G_L1: 3.598 D_real: 0.751 D_fake: 0.284 +(epoch: 111, iters: 44240, time: 0.657, data: 0.021) G_GAN: 4.464 G_L1: 3.252 D_real: 0.188 D_fake: 0.076 +(epoch: 111, iters: 44340, time: 0.309, data: 0.020) G_GAN: 3.970 G_L1: 3.290 D_real: 0.107 D_fake: 0.089 +(epoch: 111, iters: 44440, time: 0.297, data: 0.020) G_GAN: 3.403 G_L1: 5.348 D_real: 0.061 D_fake: 0.183 +(epoch: 111, iters: 44540, time: 0.302, data: 0.022) G_GAN: 4.026 G_L1: 3.510 D_real: 0.099 D_fake: 0.229 +(epoch: 111, iters: 44640, time: 0.407, data: 0.020) G_GAN: 3.851 G_L1: 3.728 D_real: 0.143 D_fake: 0.222 +(epoch: 111, iters: 44740, time: 0.294, data: 0.021) G_GAN: 3.649 G_L1: 3.259 D_real: 0.001 D_fake: 0.157 +(epoch: 111, iters: 44840, time: 0.299, data: 0.018) G_GAN: 3.209 G_L1: 2.858 D_real: 0.030 D_fake: 0.148 +(epoch: 111, iters: 44940, time: 0.301, data: 0.019) G_GAN: 2.559 G_L1: 3.516 D_real: 0.046 D_fake: 0.364 +(epoch: 111, iters: 45040, time: 0.372, data: 0.019) G_GAN: 3.475 G_L1: 2.826 D_real: 0.339 D_fake: 0.071 +(epoch: 111, iters: 45140, time: 0.303, data: 0.017) G_GAN: 4.068 G_L1: 4.137 D_real: 0.105 D_fake: 0.485 +(epoch: 111, iters: 45240, time: 0.297, data: 0.026) G_GAN: 2.941 G_L1: 3.096 D_real: 0.015 D_fake: 0.176 +(epoch: 111, iters: 45340, time: 0.294, data: 0.021) G_GAN: 3.370 G_L1: 4.242 D_real: 0.113 D_fake: 0.122 +(epoch: 111, iters: 45440, time: 0.391, data: 0.018) G_GAN: 4.199 G_L1: 4.076 D_real: 0.113 D_fake: 0.066 +(epoch: 111, iters: 45540, time: 0.298, data: 0.020) G_GAN: 2.912 G_L1: 3.814 D_real: 0.180 D_fake: 0.347 +(epoch: 111, iters: 45640, time: 0.299, data: 0.019) G_GAN: 2.504 G_L1: 3.708 D_real: 0.019 D_fake: 0.312 +(epoch: 111, iters: 45740, time: 0.287, data: 0.019) G_GAN: 3.243 G_L1: 5.246 D_real: 0.097 D_fake: 0.132 +(epoch: 111, iters: 45840, time: 0.413, data: 0.018) G_GAN: 4.467 G_L1: 3.713 D_real: 0.058 D_fake: 0.049 +(epoch: 111, iters: 45940, time: 0.303, data: 0.020) G_GAN: 2.749 G_L1: 2.674 D_real: 0.065 D_fake: 0.192 +(epoch: 111, iters: 46040, time: 0.298, data: 0.019) G_GAN: 3.191 G_L1: 4.986 D_real: 0.008 D_fake: 0.133 +(epoch: 111, iters: 46140, time: 0.303, data: 0.020) G_GAN: 4.751 G_L1: 2.863 D_real: 0.091 D_fake: 0.070 +(epoch: 111, iters: 46240, time: 0.639, data: 0.019) G_GAN: 3.628 G_L1: 2.738 D_real: 0.252 D_fake: 0.079 +(epoch: 111, iters: 46340, time: 0.300, data: 0.020) G_GAN: 4.115 G_L1: 3.780 D_real: 0.068 D_fake: 0.049 +(epoch: 111, iters: 46440, time: 0.275, data: 0.018) G_GAN: 2.574 G_L1: 5.370 D_real: 0.250 D_fake: 0.454 +(epoch: 111, iters: 46540, time: 0.299, data: 0.016) G_GAN: 3.460 G_L1: 3.138 D_real: 0.053 D_fake: 0.144 +(epoch: 111, iters: 46640, time: 0.412, data: 0.018) G_GAN: 4.981 G_L1: 6.550 D_real: 0.014 D_fake: 0.029 +(epoch: 111, iters: 46740, time: 0.298, data: 0.019) G_GAN: 3.383 G_L1: 4.103 D_real: 0.018 D_fake: 0.137 +(epoch: 111, iters: 46840, time: 0.301, data: 0.019) G_GAN: 4.398 G_L1: 2.706 D_real: 0.259 D_fake: 0.051 +(epoch: 111, iters: 46940, time: 0.298, data: 0.019) G_GAN: 3.281 G_L1: 4.382 D_real: 0.094 D_fake: 0.117 +(epoch: 111, iters: 47040, time: 0.413, data: 0.019) G_GAN: 3.813 G_L1: 3.922 D_real: 0.037 D_fake: 0.120 +(epoch: 111, iters: 47140, time: 0.294, data: 0.018) G_GAN: 3.870 G_L1: 3.650 D_real: 0.002 D_fake: 0.084 +(epoch: 111, iters: 47240, time: 0.301, data: 0.019) G_GAN: 2.549 G_L1: 3.420 D_real: 0.127 D_fake: 0.372 +(epoch: 111, iters: 47340, time: 0.298, data: 0.019) G_GAN: 3.478 G_L1: 2.838 D_real: 0.116 D_fake: 0.093 +(epoch: 111, iters: 47440, time: 0.429, data: 0.021) G_GAN: 3.072 G_L1: 6.095 D_real: 0.175 D_fake: 0.139 +(epoch: 111, iters: 47540, time: 0.298, data: 0.020) G_GAN: 4.656 G_L1: 3.723 D_real: 0.013 D_fake: 0.042 +(epoch: 111, iters: 47640, time: 0.301, data: 0.019) G_GAN: 2.948 G_L1: 2.957 D_real: 0.249 D_fake: 0.157 +(epoch: 111, iters: 47740, time: 0.302, data: 0.020) G_GAN: 2.601 G_L1: 3.369 D_real: 0.202 D_fake: 0.477 +(epoch: 111, iters: 47840, time: 0.419, data: 0.019) G_GAN: 3.357 G_L1: 2.739 D_real: 0.125 D_fake: 0.081 +(epoch: 111, iters: 47940, time: 0.290, data: 0.021) G_GAN: 3.736 G_L1: 5.508 D_real: 0.086 D_fake: 0.149 +(epoch: 111, iters: 48040, time: 0.297, data: 0.020) G_GAN: 3.181 G_L1: 3.937 D_real: 0.125 D_fake: 0.203 +(epoch: 111, iters: 48140, time: 0.301, data: 0.018) G_GAN: 3.399 G_L1: 3.982 D_real: 0.509 D_fake: 0.329 +(epoch: 111, iters: 48240, time: 0.608, data: 0.019) G_GAN: 4.018 G_L1: 4.229 D_real: 0.149 D_fake: 0.123 +(epoch: 111, iters: 48340, time: 0.295, data: 0.020) G_GAN: 2.902 G_L1: 2.463 D_real: 0.043 D_fake: 0.156 +(epoch: 111, iters: 48440, time: 0.274, data: 0.018) G_GAN: 4.371 G_L1: 3.796 D_real: 0.026 D_fake: 0.064 +(epoch: 111, iters: 48540, time: 0.280, data: 0.016) G_GAN: 3.662 G_L1: 3.449 D_real: 0.037 D_fake: 0.124 +(epoch: 111, iters: 48640, time: 0.412, data: 0.016) G_GAN: 3.745 G_L1: 3.418 D_real: 0.342 D_fake: 0.048 +(epoch: 111, iters: 48740, time: 0.293, data: 0.018) G_GAN: 5.039 G_L1: 2.783 D_real: 0.341 D_fake: 0.209 +(epoch: 111, iters: 48840, time: 0.290, data: 0.019) G_GAN: 3.081 G_L1: 3.181 D_real: 0.107 D_fake: 0.186 +(epoch: 111, iters: 48940, time: 0.296, data: 0.018) G_GAN: 5.352 G_L1: 5.404 D_real: 0.028 D_fake: 0.018 +(epoch: 111, iters: 49040, time: 0.412, data: 0.020) G_GAN: 2.687 G_L1: 3.494 D_real: 0.239 D_fake: 0.192 +(epoch: 111, iters: 49140, time: 0.281, data: 0.018) G_GAN: 4.818 G_L1: 4.411 D_real: 1.046 D_fake: 0.013 +(epoch: 111, iters: 49240, time: 0.300, data: 0.018) G_GAN: 2.575 G_L1: 3.556 D_real: 0.464 D_fake: 0.177 +(epoch: 111, iters: 49340, time: 0.288, data: 0.020) G_GAN: 3.583 G_L1: 3.509 D_real: 0.169 D_fake: 0.105 +(epoch: 111, iters: 49440, time: 0.404, data: 0.018) G_GAN: 4.284 G_L1: 4.033 D_real: 0.350 D_fake: 0.053 +(epoch: 111, iters: 49540, time: 0.300, data: 0.019) G_GAN: 3.769 G_L1: 3.207 D_real: 0.446 D_fake: 0.067 +(epoch: 111, iters: 49640, time: 0.275, data: 0.021) G_GAN: 3.569 G_L1: 3.851 D_real: 0.050 D_fake: 0.099 +(epoch: 111, iters: 49740, time: 0.275, data: 0.016) G_GAN: 3.743 G_L1: 4.758 D_real: 0.045 D_fake: 0.097 +(epoch: 111, iters: 49840, time: 0.414, data: 0.017) G_GAN: 2.553 G_L1: 4.283 D_real: 0.126 D_fake: 0.289 +(epoch: 111, iters: 49940, time: 0.287, data: 0.018) G_GAN: 3.041 G_L1: 3.524 D_real: 0.109 D_fake: 0.252 +(epoch: 111, iters: 50040, time: 0.302, data: 0.019) G_GAN: 4.848 G_L1: 5.934 D_real: 0.070 D_fake: 0.033 +(epoch: 111, iters: 50140, time: 0.297, data: 0.023) G_GAN: 2.527 G_L1: 3.918 D_real: 0.043 D_fake: 0.285 +(epoch: 111, iters: 50240, time: 0.599, data: 0.019) G_GAN: 4.651 G_L1: 3.477 D_real: 0.134 D_fake: 0.071 +(epoch: 111, iters: 50340, time: 0.290, data: 0.020) G_GAN: 3.962 G_L1: 4.341 D_real: 0.450 D_fake: 0.043 +(epoch: 111, iters: 50440, time: 0.298, data: 0.020) G_GAN: 4.860 G_L1: 4.439 D_real: 0.030 D_fake: 0.051 +(epoch: 111, iters: 50540, time: 0.291, data: 0.019) G_GAN: 2.880 G_L1: 3.778 D_real: 0.544 D_fake: 0.237 +(epoch: 111, iters: 50640, time: 0.409, data: 0.019) G_GAN: 3.850 G_L1: 4.879 D_real: 0.068 D_fake: 0.071 +(epoch: 111, iters: 50740, time: 0.294, data: 0.018) G_GAN: 3.354 G_L1: 3.807 D_real: 0.345 D_fake: 0.129 +(epoch: 111, iters: 50840, time: 0.293, data: 0.020) G_GAN: 3.589 G_L1: 3.341 D_real: 0.011 D_fake: 0.113 +(epoch: 111, iters: 50940, time: 0.295, data: 0.018) G_GAN: 4.147 G_L1: 3.945 D_real: 0.023 D_fake: 0.046 +(epoch: 111, iters: 51040, time: 0.406, data: 0.021) G_GAN: 2.965 G_L1: 4.205 D_real: 0.115 D_fake: 0.149 +(epoch: 111, iters: 51140, time: 0.292, data: 0.019) G_GAN: 4.544 G_L1: 4.132 D_real: 0.061 D_fake: 0.080 +(epoch: 111, iters: 51240, time: 0.291, data: 0.020) G_GAN: 4.135 G_L1: 4.037 D_real: 0.039 D_fake: 0.085 +(epoch: 111, iters: 51340, time: 0.293, data: 0.017) G_GAN: 2.834 G_L1: 4.325 D_real: 0.067 D_fake: 0.131 +(epoch: 111, iters: 51440, time: 0.387, data: 0.018) G_GAN: 3.374 G_L1: 2.606 D_real: 0.279 D_fake: 0.252 +(epoch: 111, iters: 51540, time: 0.295, data: 0.019) G_GAN: 3.785 G_L1: 3.270 D_real: 0.006 D_fake: 0.191 +(epoch: 111, iters: 51640, time: 0.291, data: 0.019) G_GAN: 4.038 G_L1: 2.934 D_real: 0.015 D_fake: 0.070 +(epoch: 111, iters: 51740, time: 0.289, data: 0.019) G_GAN: 3.843 G_L1: 4.716 D_real: 0.048 D_fake: 0.078 +(epoch: 111, iters: 51840, time: 0.409, data: 0.017) G_GAN: 2.426 G_L1: 3.464 D_real: 0.072 D_fake: 0.419 +(epoch: 111, iters: 51940, time: 0.303, data: 0.020) G_GAN: 4.411 G_L1: 3.413 D_real: 0.234 D_fake: 0.048 +(epoch: 111, iters: 52040, time: 0.290, data: 0.019) G_GAN: 3.163 G_L1: 4.122 D_real: 0.004 D_fake: 0.183 +(epoch: 111, iters: 52140, time: 0.309, data: 0.019) G_GAN: 3.364 G_L1: 5.785 D_real: 0.104 D_fake: 0.104 +(epoch: 111, iters: 52240, time: 0.653, data: 0.020) G_GAN: 5.297 G_L1: 4.263 D_real: 0.001 D_fake: 0.032 +(epoch: 111, iters: 52340, time: 0.290, data: 0.019) G_GAN: 4.810 G_L1: 5.834 D_real: 0.038 D_fake: 0.079 +(epoch: 111, iters: 52440, time: 0.297, data: 0.020) G_GAN: 3.768 G_L1: 2.850 D_real: 0.090 D_fake: 0.095 +(epoch: 111, iters: 52540, time: 0.296, data: 0.020) G_GAN: 4.501 G_L1: 4.158 D_real: 0.362 D_fake: 0.072 +(epoch: 111, iters: 52640, time: 0.418, data: 0.018) G_GAN: 2.566 G_L1: 2.225 D_real: 0.634 D_fake: 0.266 +(epoch: 111, iters: 52740, time: 0.288, data: 0.020) G_GAN: 3.027 G_L1: 3.669 D_real: 0.139 D_fake: 0.136 +(epoch: 111, iters: 52840, time: 0.301, data: 0.017) G_GAN: 2.927 G_L1: 3.493 D_real: 0.159 D_fake: 0.329 +(epoch: 111, iters: 52940, time: 0.303, data: 0.019) G_GAN: 4.738 G_L1: 4.252 D_real: 0.072 D_fake: 0.052 +(epoch: 111, iters: 53040, time: 0.415, data: 0.032) G_GAN: 3.460 G_L1: 3.072 D_real: 0.016 D_fake: 0.107 +(epoch: 111, iters: 53140, time: 0.298, data: 0.018) G_GAN: 4.600 G_L1: 3.213 D_real: 0.109 D_fake: 0.029 +(epoch: 111, iters: 53240, time: 0.290, data: 0.018) G_GAN: 3.525 G_L1: 5.283 D_real: 0.435 D_fake: 0.146 +(epoch: 111, iters: 53340, time: 0.303, data: 0.019) G_GAN: 4.268 G_L1: 4.300 D_real: 0.006 D_fake: 0.086 +(epoch: 111, iters: 53440, time: 0.387, data: 0.021) G_GAN: 3.507 G_L1: 2.303 D_real: 0.163 D_fake: 0.090 +(epoch: 111, iters: 53540, time: 0.294, data: 0.019) G_GAN: 3.762 G_L1: 3.316 D_real: 0.000 D_fake: 0.085 +(epoch: 111, iters: 53640, time: 0.304, data: 0.019) G_GAN: 4.395 G_L1: 3.821 D_real: 0.072 D_fake: 0.104 +(epoch: 111, iters: 53740, time: 0.297, data: 0.020) G_GAN: 4.108 G_L1: 3.385 D_real: 0.162 D_fake: 0.098 +(epoch: 111, iters: 53840, time: 0.428, data: 0.019) G_GAN: 4.348 G_L1: 3.016 D_real: 0.076 D_fake: 0.065 +(epoch: 111, iters: 53940, time: 0.306, data: 0.019) G_GAN: 3.485 G_L1: 4.704 D_real: 0.413 D_fake: 0.104 +(epoch: 111, iters: 54040, time: 0.302, data: 0.020) G_GAN: 4.772 G_L1: 4.301 D_real: 0.053 D_fake: 0.056 +(epoch: 111, iters: 54140, time: 0.296, data: 0.020) G_GAN: 2.679 G_L1: 3.507 D_real: 0.034 D_fake: 0.208 +(epoch: 111, iters: 54240, time: 0.648, data: 0.023) G_GAN: 3.443 G_L1: 3.738 D_real: 0.159 D_fake: 0.146 +(epoch: 111, iters: 54340, time: 0.305, data: 0.021) G_GAN: 6.007 G_L1: 3.832 D_real: 0.027 D_fake: 0.043 +(epoch: 111, iters: 54440, time: 0.304, data: 0.020) G_GAN: 2.605 G_L1: 4.180 D_real: 0.036 D_fake: 0.250 +(epoch: 111, iters: 54540, time: 0.303, data: 0.021) G_GAN: 3.062 G_L1: 3.641 D_real: 0.011 D_fake: 0.216 +(epoch: 111, iters: 54640, time: 0.408, data: 0.021) G_GAN: 4.705 G_L1: 4.763 D_real: 0.157 D_fake: 0.064 +(epoch: 111, iters: 54740, time: 0.306, data: 0.021) G_GAN: 3.346 G_L1: 4.560 D_real: 0.042 D_fake: 0.083 +(epoch: 111, iters: 54840, time: 0.295, data: 0.020) G_GAN: 2.828 G_L1: 3.626 D_real: 0.083 D_fake: 0.229 +(epoch: 111, iters: 54940, time: 0.301, data: 0.019) G_GAN: 3.441 G_L1: 3.217 D_real: 0.532 D_fake: 0.075 +(epoch: 111, iters: 55040, time: 0.421, data: 0.022) G_GAN: 2.997 G_L1: 3.130 D_real: 0.136 D_fake: 0.371 +(epoch: 111, iters: 55140, time: 0.299, data: 0.021) G_GAN: 4.380 G_L1: 2.559 D_real: 0.111 D_fake: 0.067 +(epoch: 111, iters: 55240, time: 0.291, data: 0.020) G_GAN: 3.195 G_L1: 2.691 D_real: 0.120 D_fake: 0.187 +(epoch: 111, iters: 55340, time: 0.303, data: 0.019) G_GAN: 3.071 G_L1: 2.104 D_real: 0.097 D_fake: 0.160 +(epoch: 111, iters: 55440, time: 0.392, data: 0.022) G_GAN: 4.938 G_L1: 4.360 D_real: 0.023 D_fake: 0.068 +(epoch: 111, iters: 55540, time: 0.295, data: 0.020) G_GAN: 3.472 G_L1: 3.393 D_real: 0.245 D_fake: 0.063 +(epoch: 111, iters: 55640, time: 0.302, data: 0.018) G_GAN: 3.360 G_L1: 3.473 D_real: 0.385 D_fake: 0.088 +(epoch: 111, iters: 55740, time: 0.304, data: 0.020) G_GAN: 5.435 G_L1: 5.429 D_real: 0.014 D_fake: 0.030 +(epoch: 111, iters: 55840, time: 0.416, data: 0.022) G_GAN: 3.193 G_L1: 3.182 D_real: 0.442 D_fake: 0.109 +(epoch: 111, iters: 55940, time: 0.301, data: 0.018) G_GAN: 4.465 G_L1: 4.227 D_real: 0.051 D_fake: 0.033 +(epoch: 111, iters: 56040, time: 0.302, data: 0.020) G_GAN: 4.308 G_L1: 4.912 D_real: 0.027 D_fake: 0.407 +(epoch: 111, iters: 56140, time: 0.302, data: 0.021) G_GAN: 4.221 G_L1: 4.187 D_real: 0.065 D_fake: 0.078 +(epoch: 111, iters: 56240, time: 0.648, data: 0.020) G_GAN: 4.489 G_L1: 4.484 D_real: 0.142 D_fake: 0.043 +(epoch: 111, iters: 56340, time: 0.305, data: 0.020) G_GAN: 3.261 G_L1: 3.994 D_real: 0.131 D_fake: 0.225 +(epoch: 111, iters: 56440, time: 0.303, data: 0.019) G_GAN: 3.493 G_L1: 4.523 D_real: 0.213 D_fake: 0.106 +(epoch: 111, iters: 56540, time: 0.302, data: 0.020) G_GAN: 2.708 G_L1: 3.327 D_real: 0.059 D_fake: 0.232 +(epoch: 111, iters: 56640, time: 0.431, data: 0.019) G_GAN: 3.993 G_L1: 5.609 D_real: 0.087 D_fake: 0.045 +(epoch: 111, iters: 56740, time: 0.304, data: 0.023) G_GAN: 4.562 G_L1: 5.135 D_real: 0.265 D_fake: 0.047 +(epoch: 111, iters: 56840, time: 0.288, data: 0.020) G_GAN: 3.400 G_L1: 2.848 D_real: 0.377 D_fake: 0.111 +(epoch: 111, iters: 56940, time: 0.301, data: 0.018) G_GAN: 5.258 G_L1: 4.490 D_real: 0.154 D_fake: 0.017 +(epoch: 111, iters: 57040, time: 0.419, data: 0.020) G_GAN: 4.080 G_L1: 3.996 D_real: 0.322 D_fake: 0.055 +(epoch: 111, iters: 57140, time: 0.300, data: 0.020) G_GAN: 3.409 G_L1: 4.122 D_real: 0.016 D_fake: 0.084 +(epoch: 111, iters: 57240, time: 0.306, data: 0.019) G_GAN: 4.401 G_L1: 4.356 D_real: 0.002 D_fake: 0.035 +(epoch: 111, iters: 57340, time: 0.302, data: 0.020) G_GAN: 5.254 G_L1: 5.362 D_real: 0.000 D_fake: 0.028 +(epoch: 111, iters: 57440, time: 0.411, data: 0.021) G_GAN: 3.728 G_L1: 4.289 D_real: 0.081 D_fake: 0.150 +(epoch: 111, iters: 57540, time: 0.305, data: 0.022) G_GAN: 3.505 G_L1: 3.042 D_real: 0.168 D_fake: 0.086 +(epoch: 111, iters: 57640, time: 0.294, data: 0.019) G_GAN: 3.761 G_L1: 3.558 D_real: 0.011 D_fake: 0.129 +(epoch: 111, iters: 57740, time: 0.309, data: 0.019) G_GAN: 3.892 G_L1: 3.659 D_real: 0.158 D_fake: 0.088 +(epoch: 111, iters: 57840, time: 0.415, data: 0.021) G_GAN: 3.286 G_L1: 3.106 D_real: 0.272 D_fake: 0.107 +(epoch: 111, iters: 57940, time: 0.300, data: 0.019) G_GAN: 4.430 G_L1: 3.234 D_real: 0.249 D_fake: 0.030 +(epoch: 111, iters: 58040, time: 0.303, data: 0.018) G_GAN: 3.230 G_L1: 3.529 D_real: 0.036 D_fake: 0.566 +(epoch: 111, iters: 58140, time: 0.301, data: 0.020) G_GAN: 4.244 G_L1: 3.977 D_real: 0.157 D_fake: 0.049 +(epoch: 111, iters: 58240, time: 0.657, data: 0.019) G_GAN: 5.112 G_L1: 7.347 D_real: 0.027 D_fake: 0.134 +(epoch: 111, iters: 58340, time: 0.299, data: 0.022) G_GAN: 4.686 G_L1: 3.205 D_real: 0.199 D_fake: 0.027 +(epoch: 111, iters: 58440, time: 0.300, data: 0.020) G_GAN: 2.601 G_L1: 4.152 D_real: 0.360 D_fake: 0.203 +(epoch: 111, iters: 58540, time: 0.300, data: 0.021) G_GAN: 2.992 G_L1: 3.201 D_real: 0.061 D_fake: 0.146 +(epoch: 111, iters: 58640, time: 0.417, data: 0.019) G_GAN: 5.139 G_L1: 5.145 D_real: 0.041 D_fake: 0.019 +(epoch: 111, iters: 58740, time: 0.294, data: 0.020) G_GAN: 4.984 G_L1: 2.297 D_real: 0.157 D_fake: 0.140 +(epoch: 111, iters: 58840, time: 0.300, data: 0.017) G_GAN: 2.924 G_L1: 4.156 D_real: 0.502 D_fake: 0.169 +(epoch: 111, iters: 58940, time: 0.309, data: 0.020) G_GAN: 3.794 G_L1: 3.222 D_real: 0.244 D_fake: 0.060 +(epoch: 111, iters: 59040, time: 0.387, data: 0.018) G_GAN: 4.436 G_L1: 1.947 D_real: 0.819 D_fake: 0.101 +(epoch: 111, iters: 59140, time: 0.303, data: 0.018) G_GAN: 3.197 G_L1: 3.490 D_real: 0.019 D_fake: 0.159 +(epoch: 111, iters: 59240, time: 0.295, data: 0.022) G_GAN: 3.477 G_L1: 3.300 D_real: 0.228 D_fake: 0.076 +(epoch: 111, iters: 59340, time: 0.291, data: 0.019) G_GAN: 3.406 G_L1: 3.163 D_real: 0.029 D_fake: 0.114 +(epoch: 111, iters: 59440, time: 0.420, data: 0.018) G_GAN: 3.283 G_L1: 4.799 D_real: 0.185 D_fake: 0.091 +(epoch: 111, iters: 59540, time: 0.293, data: 0.020) G_GAN: 3.098 G_L1: 2.665 D_real: 0.031 D_fake: 0.138 +(epoch: 111, iters: 59640, time: 0.288, data: 0.019) G_GAN: 2.760 G_L1: 4.629 D_real: 0.001 D_fake: 0.553 +(epoch: 111, iters: 59740, time: 0.291, data: 0.020) G_GAN: 3.395 G_L1: 3.015 D_real: 0.289 D_fake: 0.202 +(epoch: 111, iters: 59840, time: 0.422, data: 0.020) G_GAN: 4.409 G_L1: 4.407 D_real: 0.039 D_fake: 0.051 +(epoch: 111, iters: 59940, time: 0.289, data: 0.020) G_GAN: 3.549 G_L1: 3.751 D_real: 0.029 D_fake: 0.216 +(epoch: 112, iters: 24, time: 0.275, data: 0.016) G_GAN: 3.734 G_L1: 2.733 D_real: 0.052 D_fake: 0.138 +(epoch: 112, iters: 124, time: 0.297, data: 0.019) G_GAN: 5.137 G_L1: 3.784 D_real: 0.134 D_fake: 0.032 +(epoch: 112, iters: 224, time: 0.614, data: 0.020) G_GAN: 3.381 G_L1: 2.764 D_real: 0.006 D_fake: 0.306 +(epoch: 112, iters: 324, time: 0.296, data: 0.022) G_GAN: 3.631 G_L1: 3.402 D_real: 0.114 D_fake: 0.091 +(epoch: 112, iters: 424, time: 0.299, data: 0.020) G_GAN: 3.428 G_L1: 3.177 D_real: 0.150 D_fake: 0.089 +(epoch: 112, iters: 524, time: 0.300, data: 0.019) G_GAN: 3.249 G_L1: 3.180 D_real: 0.017 D_fake: 0.163 +(epoch: 112, iters: 624, time: 0.415, data: 0.022) G_GAN: 2.947 G_L1: 3.320 D_real: 0.269 D_fake: 0.159 +(epoch: 112, iters: 724, time: 0.294, data: 0.022) G_GAN: 3.943 G_L1: 3.748 D_real: 0.124 D_fake: 0.151 +(epoch: 112, iters: 824, time: 0.299, data: 0.018) G_GAN: 4.315 G_L1: 3.523 D_real: 0.020 D_fake: 0.195 +(epoch: 112, iters: 924, time: 0.295, data: 0.020) G_GAN: 3.756 G_L1: 6.797 D_real: 0.038 D_fake: 0.140 +(epoch: 112, iters: 1024, time: 0.382, data: 0.018) G_GAN: 2.681 G_L1: 2.620 D_real: 0.168 D_fake: 0.468 +(epoch: 112, iters: 1124, time: 0.304, data: 0.021) G_GAN: 2.838 G_L1: 3.602 D_real: 0.220 D_fake: 0.492 +(epoch: 112, iters: 1224, time: 0.294, data: 0.021) G_GAN: 3.228 G_L1: 3.301 D_real: 0.156 D_fake: 0.182 +(epoch: 112, iters: 1324, time: 0.300, data: 0.020) G_GAN: 4.341 G_L1: 3.189 D_real: 0.286 D_fake: 0.035 +(epoch: 112, iters: 1424, time: 0.377, data: 0.021) G_GAN: 3.221 G_L1: 3.520 D_real: 0.116 D_fake: 0.282 +(epoch: 112, iters: 1524, time: 0.298, data: 0.019) G_GAN: 3.625 G_L1: 3.405 D_real: 0.137 D_fake: 0.076 +(epoch: 112, iters: 1624, time: 0.304, data: 0.019) G_GAN: 3.460 G_L1: 4.584 D_real: 0.067 D_fake: 0.096 +(epoch: 112, iters: 1724, time: 0.292, data: 0.020) G_GAN: 2.481 G_L1: 3.222 D_real: 0.087 D_fake: 0.202 +(epoch: 112, iters: 1824, time: 0.416, data: 0.018) G_GAN: 3.433 G_L1: 3.311 D_real: 0.222 D_fake: 0.112 +(epoch: 112, iters: 1924, time: 0.301, data: 0.020) G_GAN: 2.265 G_L1: 2.413 D_real: 0.093 D_fake: 0.384 +(epoch: 112, iters: 2024, time: 0.304, data: 0.020) G_GAN: 3.350 G_L1: 3.676 D_real: 0.012 D_fake: 0.100 +(epoch: 112, iters: 2124, time: 0.298, data: 0.020) G_GAN: 3.939 G_L1: 3.397 D_real: 0.001 D_fake: 0.203 +(epoch: 112, iters: 2224, time: 0.647, data: 0.021) G_GAN: 4.870 G_L1: 5.298 D_real: 0.043 D_fake: 0.094 +(epoch: 112, iters: 2324, time: 0.300, data: 0.019) G_GAN: 3.280 G_L1: 4.137 D_real: 0.118 D_fake: 0.137 +(epoch: 112, iters: 2424, time: 0.298, data: 0.021) G_GAN: 4.239 G_L1: 3.970 D_real: 0.006 D_fake: 0.276 +(epoch: 112, iters: 2524, time: 0.301, data: 0.021) G_GAN: 4.531 G_L1: 3.677 D_real: 0.294 D_fake: 0.039 +(epoch: 112, iters: 2624, time: 0.402, data: 0.020) G_GAN: 3.051 G_L1: 4.691 D_real: 0.003 D_fake: 0.156 +(epoch: 112, iters: 2724, time: 0.300, data: 0.022) G_GAN: 3.873 G_L1: 2.542 D_real: 0.035 D_fake: 0.060 +(epoch: 112, iters: 2824, time: 0.296, data: 0.020) G_GAN: 4.361 G_L1: 4.772 D_real: 0.000 D_fake: 0.181 +(epoch: 112, iters: 2924, time: 0.303, data: 0.023) G_GAN: 3.729 G_L1: 3.037 D_real: 0.040 D_fake: 0.108 +(epoch: 112, iters: 3024, time: 0.421, data: 0.020) G_GAN: 3.681 G_L1: 3.347 D_real: 0.267 D_fake: 0.078 +(epoch: 112, iters: 3124, time: 0.300, data: 0.020) G_GAN: 3.633 G_L1: 3.826 D_real: 0.123 D_fake: 0.072 +(epoch: 112, iters: 3224, time: 0.293, data: 0.019) G_GAN: 4.768 G_L1: 5.442 D_real: 0.020 D_fake: 0.036 +(epoch: 112, iters: 3324, time: 0.297, data: 0.019) G_GAN: 4.495 G_L1: 3.264 D_real: 0.013 D_fake: 0.128 +(epoch: 112, iters: 3424, time: 0.416, data: 0.021) G_GAN: 3.299 G_L1: 3.437 D_real: 0.496 D_fake: 0.091 +(epoch: 112, iters: 3524, time: 0.291, data: 0.020) G_GAN: 3.817 G_L1: 5.513 D_real: 0.168 D_fake: 0.094 +(epoch: 112, iters: 3624, time: 0.297, data: 0.020) G_GAN: 3.742 G_L1: 3.945 D_real: 0.067 D_fake: 0.097 +(epoch: 112, iters: 3724, time: 0.266, data: 0.019) G_GAN: 4.086 G_L1: 3.384 D_real: 0.044 D_fake: 0.333 +(epoch: 112, iters: 3824, time: 0.394, data: 0.018) G_GAN: 3.326 G_L1: 3.986 D_real: 0.142 D_fake: 0.153 +(epoch: 112, iters: 3924, time: 0.290, data: 0.018) G_GAN: 4.268 G_L1: 4.565 D_real: 0.002 D_fake: 0.117 +(epoch: 112, iters: 4024, time: 0.298, data: 0.017) G_GAN: 3.790 G_L1: 3.684 D_real: 0.027 D_fake: 0.082 +(epoch: 112, iters: 4124, time: 0.295, data: 0.019) G_GAN: 3.827 G_L1: 3.466 D_real: 0.123 D_fake: 0.087 +(epoch: 112, iters: 4224, time: 0.635, data: 0.019) G_GAN: 2.960 G_L1: 2.901 D_real: 0.306 D_fake: 0.252 +(epoch: 112, iters: 4324, time: 0.294, data: 0.019) G_GAN: 3.373 G_L1: 4.258 D_real: 0.043 D_fake: 0.108 +(epoch: 112, iters: 4424, time: 0.294, data: 0.019) G_GAN: 3.965 G_L1: 4.753 D_real: 0.117 D_fake: 0.132 +(epoch: 112, iters: 4524, time: 0.293, data: 0.023) G_GAN: 3.237 G_L1: 3.530 D_real: 0.085 D_fake: 0.114 +(epoch: 112, iters: 4624, time: 0.406, data: 0.019) G_GAN: 3.625 G_L1: 3.859 D_real: 0.077 D_fake: 0.095 +(epoch: 112, iters: 4724, time: 0.296, data: 0.018) G_GAN: 4.077 G_L1: 5.204 D_real: 0.021 D_fake: 0.088 +(epoch: 112, iters: 4824, time: 0.294, data: 0.019) G_GAN: 3.019 G_L1: 3.027 D_real: 0.121 D_fake: 0.280 +(epoch: 112, iters: 4924, time: 0.294, data: 0.019) G_GAN: 3.898 G_L1: 2.789 D_real: 0.113 D_fake: 0.074 +(epoch: 112, iters: 5024, time: 0.391, data: 0.019) G_GAN: 3.993 G_L1: 4.234 D_real: 0.051 D_fake: 0.205 +(epoch: 112, iters: 5124, time: 0.295, data: 0.020) G_GAN: 5.207 G_L1: 4.565 D_real: 0.026 D_fake: 0.024 +(epoch: 112, iters: 5224, time: 0.292, data: 0.019) G_GAN: 3.649 G_L1: 3.239 D_real: 0.190 D_fake: 0.131 +(epoch: 112, iters: 5324, time: 0.299, data: 0.018) G_GAN: 4.351 G_L1: 3.790 D_real: 0.492 D_fake: 0.069 +(epoch: 112, iters: 5424, time: 0.410, data: 0.018) G_GAN: 5.463 G_L1: 3.446 D_real: 0.019 D_fake: 0.037 +(epoch: 112, iters: 5524, time: 0.300, data: 0.020) G_GAN: 4.744 G_L1: 3.294 D_real: 0.323 D_fake: 0.163 +(epoch: 112, iters: 5624, time: 0.293, data: 0.019) G_GAN: 4.618 G_L1: 3.949 D_real: 0.312 D_fake: 0.170 +(epoch: 112, iters: 5724, time: 0.291, data: 0.019) G_GAN: 5.319 G_L1: 4.223 D_real: 0.031 D_fake: 0.026 +(epoch: 112, iters: 5824, time: 0.409, data: 0.018) G_GAN: 3.550 G_L1: 3.567 D_real: 0.066 D_fake: 0.345 +(epoch: 112, iters: 5924, time: 0.295, data: 0.020) G_GAN: 4.449 G_L1: 4.602 D_real: 0.112 D_fake: 0.048 +(epoch: 112, iters: 6024, time: 0.296, data: 0.019) G_GAN: 5.601 G_L1: 3.522 D_real: 0.052 D_fake: 0.035 +(epoch: 112, iters: 6124, time: 0.298, data: 0.018) G_GAN: 3.462 G_L1: 3.631 D_real: 0.105 D_fake: 0.103 +(epoch: 112, iters: 6224, time: 0.649, data: 0.019) G_GAN: 3.220 G_L1: 3.480 D_real: 0.073 D_fake: 0.215 +(epoch: 112, iters: 6324, time: 0.293, data: 0.018) G_GAN: 4.189 G_L1: 3.847 D_real: 0.076 D_fake: 0.156 +(epoch: 112, iters: 6424, time: 0.293, data: 0.018) G_GAN: 5.030 G_L1: 4.130 D_real: 0.005 D_fake: 0.026 +(epoch: 112, iters: 6524, time: 0.293, data: 0.018) G_GAN: 3.949 G_L1: 5.812 D_real: 0.233 D_fake: 0.050 +(epoch: 112, iters: 6624, time: 0.398, data: 0.019) G_GAN: 4.918 G_L1: 2.906 D_real: 0.010 D_fake: 0.056 +(epoch: 112, iters: 6724, time: 0.293, data: 0.018) G_GAN: 4.011 G_L1: 3.211 D_real: 0.114 D_fake: 0.108 +(epoch: 112, iters: 6824, time: 0.295, data: 0.020) G_GAN: 4.247 G_L1: 3.364 D_real: 0.013 D_fake: 0.051 +(epoch: 112, iters: 6924, time: 0.296, data: 0.020) G_GAN: 4.390 G_L1: 3.537 D_real: 0.074 D_fake: 0.134 +(epoch: 112, iters: 7024, time: 0.417, data: 0.022) G_GAN: 3.974 G_L1: 5.306 D_real: 0.503 D_fake: 0.047 +(epoch: 112, iters: 7124, time: 0.296, data: 0.021) G_GAN: 5.037 G_L1: 5.559 D_real: 0.016 D_fake: 0.034 +(epoch: 112, iters: 7224, time: 0.292, data: 0.018) G_GAN: 4.284 G_L1: 3.005 D_real: 0.495 D_fake: 0.079 +(epoch: 112, iters: 7324, time: 0.292, data: 0.022) G_GAN: 4.555 G_L1: 4.204 D_real: 0.161 D_fake: 0.059 +(epoch: 112, iters: 7424, time: 0.407, data: 0.018) G_GAN: 3.779 G_L1: 2.015 D_real: 0.130 D_fake: 0.108 +(epoch: 112, iters: 7524, time: 0.296, data: 0.019) G_GAN: 5.189 G_L1: 3.636 D_real: 0.030 D_fake: 0.018 +(epoch: 112, iters: 7624, time: 0.292, data: 0.018) G_GAN: 2.660 G_L1: 3.148 D_real: 0.127 D_fake: 0.262 +(epoch: 112, iters: 7724, time: 0.292, data: 0.018) G_GAN: 4.697 G_L1: 5.039 D_real: 0.091 D_fake: 0.083 +(epoch: 112, iters: 7824, time: 0.388, data: 0.019) G_GAN: 4.254 G_L1: 3.200 D_real: 0.289 D_fake: 0.287 +(epoch: 112, iters: 7924, time: 0.295, data: 0.018) G_GAN: 3.539 G_L1: 3.325 D_real: 0.034 D_fake: 0.210 +(epoch: 112, iters: 8024, time: 0.296, data: 0.018) G_GAN: 4.280 G_L1: 3.520 D_real: 0.592 D_fake: 0.047 +(epoch: 112, iters: 8124, time: 0.292, data: 0.020) G_GAN: 4.529 G_L1: 2.988 D_real: 0.040 D_fake: 0.059 +(epoch: 112, iters: 8224, time: 0.655, data: 0.019) G_GAN: 7.244 G_L1: 4.504 D_real: 0.001 D_fake: 0.005 +(epoch: 112, iters: 8324, time: 0.290, data: 0.020) G_GAN: 4.199 G_L1: 3.045 D_real: 0.106 D_fake: 0.080 +(epoch: 112, iters: 8424, time: 0.276, data: 0.019) G_GAN: 4.377 G_L1: 4.609 D_real: 0.000 D_fake: 0.082 +(epoch: 112, iters: 8524, time: 0.297, data: 0.018) G_GAN: 5.071 G_L1: 3.040 D_real: 0.035 D_fake: 0.032 +(epoch: 112, iters: 8624, time: 0.372, data: 0.019) G_GAN: 3.715 G_L1: 2.266 D_real: 0.175 D_fake: 0.118 +(epoch: 112, iters: 8724, time: 0.278, data: 0.018) G_GAN: 3.289 G_L1: 4.427 D_real: 0.375 D_fake: 0.147 +(epoch: 112, iters: 8824, time: 0.274, data: 0.018) G_GAN: 4.806 G_L1: 3.354 D_real: 0.030 D_fake: 0.038 +(epoch: 112, iters: 8924, time: 0.295, data: 0.017) G_GAN: 3.479 G_L1: 3.480 D_real: 0.082 D_fake: 0.479 +(epoch: 112, iters: 9024, time: 0.428, data: 0.019) G_GAN: 4.224 G_L1: 5.851 D_real: 0.001 D_fake: 0.048 +(epoch: 112, iters: 9124, time: 0.290, data: 0.019) G_GAN: 3.561 G_L1: 3.727 D_real: 0.090 D_fake: 0.142 +(epoch: 112, iters: 9224, time: 0.282, data: 0.017) G_GAN: 4.230 G_L1: 3.252 D_real: 0.064 D_fake: 0.066 +(epoch: 112, iters: 9324, time: 0.289, data: 0.015) G_GAN: 3.223 G_L1: 2.941 D_real: 0.710 D_fake: 0.103 +(epoch: 112, iters: 9424, time: 0.394, data: 0.017) G_GAN: 3.964 G_L1: 5.153 D_real: 0.035 D_fake: 0.075 +(epoch: 112, iters: 9524, time: 0.282, data: 0.017) G_GAN: 5.935 G_L1: 4.012 D_real: 0.026 D_fake: 0.009 +(epoch: 112, iters: 9624, time: 0.285, data: 0.017) G_GAN: 3.769 G_L1: 4.250 D_real: 0.028 D_fake: 0.065 +(epoch: 112, iters: 9724, time: 0.286, data: 0.019) G_GAN: 3.255 G_L1: 3.289 D_real: 0.118 D_fake: 0.110 +(epoch: 112, iters: 9824, time: 0.398, data: 0.018) G_GAN: 3.999 G_L1: 2.792 D_real: 0.115 D_fake: 0.063 +(epoch: 112, iters: 9924, time: 0.286, data: 0.017) G_GAN: 5.114 G_L1: 3.460 D_real: 0.240 D_fake: 0.020 +(epoch: 112, iters: 10024, time: 0.278, data: 0.018) G_GAN: 2.233 G_L1: 2.949 D_real: 0.106 D_fake: 0.492 +(epoch: 112, iters: 10124, time: 0.258, data: 0.017) G_GAN: 2.558 G_L1: 2.911 D_real: 0.044 D_fake: 0.211 +(epoch: 112, iters: 10224, time: 0.637, data: 0.015) G_GAN: 4.225 G_L1: 4.500 D_real: 0.019 D_fake: 0.056 +(epoch: 112, iters: 10324, time: 0.286, data: 0.016) G_GAN: 2.179 G_L1: 3.584 D_real: 0.464 D_fake: 0.254 +(epoch: 112, iters: 10424, time: 0.272, data: 0.017) G_GAN: 4.742 G_L1: 3.176 D_real: 0.198 D_fake: 0.024 +(epoch: 112, iters: 10524, time: 0.275, data: 0.016) G_GAN: 4.577 G_L1: 4.038 D_real: 0.002 D_fake: 0.703 +(epoch: 112, iters: 10624, time: 0.396, data: 0.018) G_GAN: 5.070 G_L1: 4.046 D_real: 0.061 D_fake: 0.078 +(epoch: 112, iters: 10724, time: 0.269, data: 0.017) G_GAN: 5.710 G_L1: 3.974 D_real: 0.005 D_fake: 0.015 +(epoch: 112, iters: 10824, time: 0.282, data: 0.015) G_GAN: 4.186 G_L1: 5.759 D_real: 0.044 D_fake: 0.168 +(epoch: 112, iters: 10924, time: 0.282, data: 0.018) G_GAN: 3.573 G_L1: 3.432 D_real: 0.153 D_fake: 0.205 +(epoch: 112, iters: 11024, time: 0.392, data: 0.016) G_GAN: 2.955 G_L1: 2.859 D_real: 0.163 D_fake: 0.158 +(epoch: 112, iters: 11124, time: 0.273, data: 0.015) G_GAN: 4.109 G_L1: 3.246 D_real: 0.039 D_fake: 0.232 +(epoch: 112, iters: 11224, time: 0.275, data: 0.016) G_GAN: 4.445 G_L1: 5.045 D_real: 0.036 D_fake: 0.169 +(epoch: 112, iters: 11324, time: 0.296, data: 0.016) G_GAN: 3.041 G_L1: 4.496 D_real: 0.067 D_fake: 0.173 +(epoch: 112, iters: 11424, time: 0.405, data: 0.016) G_GAN: 3.755 G_L1: 3.815 D_real: 0.059 D_fake: 0.095 +(epoch: 112, iters: 11524, time: 0.289, data: 0.016) G_GAN: 2.115 G_L1: 2.490 D_real: 0.109 D_fake: 0.360 +(epoch: 112, iters: 11624, time: 0.276, data: 0.017) G_GAN: 3.508 G_L1: 3.944 D_real: 0.085 D_fake: 0.290 +(epoch: 112, iters: 11724, time: 0.281, data: 0.018) G_GAN: 3.831 G_L1: 5.778 D_real: 0.027 D_fake: 0.112 +(epoch: 112, iters: 11824, time: 0.412, data: 0.016) G_GAN: 3.755 G_L1: 5.280 D_real: 0.148 D_fake: 0.096 +(epoch: 112, iters: 11924, time: 0.283, data: 0.016) G_GAN: 2.762 G_L1: 3.463 D_real: 0.444 D_fake: 0.144 +(epoch: 112, iters: 12024, time: 0.265, data: 0.018) G_GAN: 2.696 G_L1: 2.839 D_real: 0.062 D_fake: 0.242 +(epoch: 112, iters: 12124, time: 0.275, data: 0.014) G_GAN: 3.339 G_L1: 4.234 D_real: 0.045 D_fake: 0.109 +(epoch: 112, iters: 12224, time: 0.597, data: 0.015) G_GAN: 3.876 G_L1: 3.180 D_real: 0.265 D_fake: 0.095 +(epoch: 112, iters: 12324, time: 0.279, data: 0.016) G_GAN: 2.988 G_L1: 3.192 D_real: 0.299 D_fake: 0.212 +(epoch: 112, iters: 12424, time: 0.288, data: 0.016) G_GAN: 4.985 G_L1: 3.927 D_real: 0.164 D_fake: 0.031 +(epoch: 112, iters: 12524, time: 0.283, data: 0.017) G_GAN: 4.183 G_L1: 4.046 D_real: 0.034 D_fake: 0.108 +(epoch: 112, iters: 12624, time: 0.371, data: 0.016) G_GAN: 5.393 G_L1: 4.426 D_real: 0.029 D_fake: 0.162 +(epoch: 112, iters: 12724, time: 0.290, data: 0.018) G_GAN: 3.936 G_L1: 4.034 D_real: 0.265 D_fake: 0.057 +(epoch: 112, iters: 12824, time: 0.274, data: 0.018) G_GAN: 2.708 G_L1: 3.603 D_real: 0.066 D_fake: 0.176 +(epoch: 112, iters: 12924, time: 0.284, data: 0.019) G_GAN: 2.461 G_L1: 3.132 D_real: 0.428 D_fake: 0.229 +(epoch: 112, iters: 13024, time: 0.408, data: 0.018) G_GAN: 3.858 G_L1: 2.845 D_real: 0.235 D_fake: 0.095 +(epoch: 112, iters: 13124, time: 0.278, data: 0.016) G_GAN: 4.966 G_L1: 2.734 D_real: 0.056 D_fake: 0.058 +(epoch: 112, iters: 13224, time: 0.289, data: 0.016) G_GAN: 2.796 G_L1: 3.572 D_real: 0.073 D_fake: 0.185 +(epoch: 112, iters: 13324, time: 0.302, data: 0.019) G_GAN: 4.504 G_L1: 4.200 D_real: 0.130 D_fake: 0.089 +(epoch: 112, iters: 13424, time: 0.413, data: 0.019) G_GAN: 3.066 G_L1: 3.658 D_real: 0.026 D_fake: 0.370 +(epoch: 112, iters: 13524, time: 0.296, data: 0.019) G_GAN: 2.761 G_L1: 3.820 D_real: 0.181 D_fake: 0.177 +(epoch: 112, iters: 13624, time: 0.298, data: 0.019) G_GAN: 3.397 G_L1: 5.349 D_real: 0.023 D_fake: 0.145 +(epoch: 112, iters: 13724, time: 0.299, data: 0.018) G_GAN: 4.073 G_L1: 4.459 D_real: 0.038 D_fake: 0.087 +(epoch: 112, iters: 13824, time: 0.415, data: 0.019) G_GAN: 2.819 G_L1: 3.523 D_real: 0.460 D_fake: 0.407 +(epoch: 112, iters: 13924, time: 0.301, data: 0.019) G_GAN: 5.395 G_L1: 4.083 D_real: 0.022 D_fake: 0.031 +(epoch: 112, iters: 14024, time: 0.293, data: 0.019) G_GAN: 3.249 G_L1: 3.870 D_real: 0.116 D_fake: 0.249 +(epoch: 112, iters: 14124, time: 0.297, data: 0.018) G_GAN: 4.483 G_L1: 5.482 D_real: 0.006 D_fake: 0.080 +(epoch: 112, iters: 14224, time: 0.646, data: 0.019) G_GAN: 3.428 G_L1: 3.084 D_real: 0.295 D_fake: 0.092 +(epoch: 112, iters: 14324, time: 0.293, data: 0.025) G_GAN: 3.048 G_L1: 3.375 D_real: 0.485 D_fake: 0.144 +(epoch: 112, iters: 14424, time: 0.283, data: 0.019) G_GAN: 2.983 G_L1: 2.996 D_real: 0.478 D_fake: 0.145 +(epoch: 112, iters: 14524, time: 0.299, data: 0.018) G_GAN: 3.417 G_L1: 3.536 D_real: 0.129 D_fake: 0.094 +(epoch: 112, iters: 14624, time: 0.396, data: 0.020) G_GAN: 3.438 G_L1: 3.022 D_real: 0.165 D_fake: 0.105 +(epoch: 112, iters: 14724, time: 0.291, data: 0.019) G_GAN: 3.274 G_L1: 3.267 D_real: 0.015 D_fake: 0.167 +(epoch: 112, iters: 14824, time: 0.296, data: 0.021) G_GAN: 3.474 G_L1: 5.848 D_real: 0.005 D_fake: 0.162 +(epoch: 112, iters: 14924, time: 0.292, data: 0.023) G_GAN: 3.320 G_L1: 3.418 D_real: 0.091 D_fake: 0.147 +(epoch: 112, iters: 15024, time: 0.409, data: 0.019) G_GAN: 2.968 G_L1: 3.283 D_real: 0.339 D_fake: 0.136 +(epoch: 112, iters: 15124, time: 0.300, data: 0.019) G_GAN: 3.571 G_L1: 4.956 D_real: 0.078 D_fake: 0.113 +(epoch: 112, iters: 15224, time: 0.302, data: 0.020) G_GAN: 2.356 G_L1: 3.552 D_real: 0.086 D_fake: 0.274 +(epoch: 112, iters: 15324, time: 0.304, data: 0.020) G_GAN: 4.202 G_L1: 3.974 D_real: 0.107 D_fake: 0.073 +(epoch: 112, iters: 15424, time: 0.419, data: 0.021) G_GAN: 4.934 G_L1: 2.644 D_real: 0.126 D_fake: 0.035 +(epoch: 112, iters: 15524, time: 0.304, data: 0.020) G_GAN: 2.715 G_L1: 3.528 D_real: 0.430 D_fake: 0.190 +(epoch: 112, iters: 15624, time: 0.293, data: 0.018) G_GAN: 3.553 G_L1: 3.607 D_real: 0.011 D_fake: 0.098 +(epoch: 112, iters: 15724, time: 0.294, data: 0.020) G_GAN: 2.828 G_L1: 3.400 D_real: 0.185 D_fake: 0.235 +(epoch: 112, iters: 15824, time: 0.392, data: 0.017) G_GAN: 5.056 G_L1: 3.478 D_real: 0.065 D_fake: 0.020 +(epoch: 112, iters: 15924, time: 0.303, data: 0.020) G_GAN: 3.544 G_L1: 3.305 D_real: 0.065 D_fake: 0.120 +(epoch: 112, iters: 16024, time: 0.299, data: 0.018) G_GAN: 3.713 G_L1: 2.982 D_real: 0.460 D_fake: 0.089 +(epoch: 112, iters: 16124, time: 0.282, data: 0.020) G_GAN: 3.788 G_L1: 3.098 D_real: 0.140 D_fake: 0.050 +(epoch: 112, iters: 16224, time: 0.584, data: 0.017) G_GAN: 4.209 G_L1: 3.839 D_real: 0.010 D_fake: 0.125 +(epoch: 112, iters: 16324, time: 0.299, data: 0.018) G_GAN: 3.216 G_L1: 3.760 D_real: 0.403 D_fake: 0.177 +(epoch: 112, iters: 16424, time: 0.290, data: 0.018) G_GAN: 3.343 G_L1: 2.434 D_real: 0.076 D_fake: 0.117 +(epoch: 112, iters: 16524, time: 0.298, data: 0.017) G_GAN: 4.174 G_L1: 4.620 D_real: 0.014 D_fake: 0.047 +(epoch: 112, iters: 16624, time: 0.415, data: 0.019) G_GAN: 5.190 G_L1: 3.442 D_real: 0.592 D_fake: 0.052 +(epoch: 112, iters: 16724, time: 0.301, data: 0.021) G_GAN: 3.532 G_L1: 3.991 D_real: 0.048 D_fake: 0.110 +(epoch: 112, iters: 16824, time: 0.292, data: 0.022) G_GAN: 3.523 G_L1: 3.488 D_real: 0.179 D_fake: 0.111 +(epoch: 112, iters: 16924, time: 0.304, data: 0.021) G_GAN: 4.520 G_L1: 3.127 D_real: 0.042 D_fake: 0.048 +(epoch: 112, iters: 17024, time: 0.383, data: 0.021) G_GAN: 4.136 G_L1: 4.068 D_real: 0.005 D_fake: 0.059 +(epoch: 112, iters: 17124, time: 0.304, data: 0.017) G_GAN: 2.870 G_L1: 4.377 D_real: 0.718 D_fake: 0.132 +(epoch: 112, iters: 17224, time: 0.302, data: 0.021) G_GAN: 2.883 G_L1: 3.752 D_real: 0.172 D_fake: 0.147 +(epoch: 112, iters: 17324, time: 0.299, data: 0.020) G_GAN: 6.175 G_L1: 5.207 D_real: 0.032 D_fake: 0.022 +(epoch: 112, iters: 17424, time: 0.414, data: 0.017) G_GAN: 4.652 G_L1: 3.860 D_real: 0.108 D_fake: 0.057 +(epoch: 112, iters: 17524, time: 0.297, data: 0.019) G_GAN: 4.414 G_L1: 3.469 D_real: 0.342 D_fake: 0.047 +(epoch: 112, iters: 17624, time: 0.300, data: 0.019) G_GAN: 3.180 G_L1: 3.701 D_real: 0.126 D_fake: 0.153 +(epoch: 112, iters: 17724, time: 0.300, data: 0.021) G_GAN: 3.734 G_L1: 3.434 D_real: 0.244 D_fake: 0.055 +(epoch: 112, iters: 17824, time: 0.420, data: 0.019) G_GAN: 2.988 G_L1: 2.161 D_real: 0.058 D_fake: 0.266 +(epoch: 112, iters: 17924, time: 0.303, data: 0.019) G_GAN: 3.838 G_L1: 4.302 D_real: 0.029 D_fake: 0.080 +(epoch: 112, iters: 18024, time: 0.297, data: 0.021) G_GAN: 5.711 G_L1: 5.280 D_real: 0.003 D_fake: 0.079 +(epoch: 112, iters: 18124, time: 0.302, data: 0.019) G_GAN: 3.844 G_L1: 2.914 D_real: 0.093 D_fake: 0.412 +(epoch: 112, iters: 18224, time: 0.655, data: 0.020) G_GAN: 3.327 G_L1: 3.142 D_real: 0.068 D_fake: 0.142 +(epoch: 112, iters: 18324, time: 0.304, data: 0.020) G_GAN: 3.845 G_L1: 3.265 D_real: 0.008 D_fake: 0.056 +(epoch: 112, iters: 18424, time: 0.291, data: 0.021) G_GAN: 3.481 G_L1: 3.157 D_real: 0.348 D_fake: 0.076 +(epoch: 112, iters: 18524, time: 0.286, data: 0.020) G_GAN: 3.316 G_L1: 3.393 D_real: 0.027 D_fake: 0.188 +(epoch: 112, iters: 18624, time: 0.423, data: 0.018) G_GAN: 2.508 G_L1: 3.733 D_real: 0.186 D_fake: 0.244 +(epoch: 112, iters: 18724, time: 0.281, data: 0.019) G_GAN: 2.592 G_L1: 3.583 D_real: 0.540 D_fake: 0.863 +(epoch: 112, iters: 18824, time: 0.293, data: 0.016) G_GAN: 3.653 G_L1: 3.861 D_real: 0.239 D_fake: 0.112 +(epoch: 112, iters: 18924, time: 0.295, data: 0.019) G_GAN: 5.197 G_L1: 3.336 D_real: 0.032 D_fake: 0.045 +(epoch: 112, iters: 19024, time: 0.411, data: 0.017) G_GAN: 5.120 G_L1: 2.474 D_real: 0.050 D_fake: 0.032 +(epoch: 112, iters: 19124, time: 0.293, data: 0.020) G_GAN: 3.216 G_L1: 3.688 D_real: 0.064 D_fake: 0.195 +(epoch: 112, iters: 19224, time: 0.300, data: 0.019) G_GAN: 3.179 G_L1: 3.302 D_real: 0.198 D_fake: 0.092 +(epoch: 112, iters: 19324, time: 0.290, data: 0.018) G_GAN: 3.185 G_L1: 3.026 D_real: 0.016 D_fake: 0.123 +(epoch: 112, iters: 19424, time: 0.420, data: 0.019) G_GAN: 4.017 G_L1: 6.807 D_real: 0.235 D_fake: 0.088 +(epoch: 112, iters: 19524, time: 0.304, data: 0.021) G_GAN: 4.696 G_L1: 3.579 D_real: 0.025 D_fake: 0.100 +(epoch: 112, iters: 19624, time: 0.304, data: 0.018) G_GAN: 4.548 G_L1: 4.181 D_real: 0.121 D_fake: 0.059 +(epoch: 112, iters: 19724, time: 0.294, data: 0.020) G_GAN: 2.693 G_L1: 3.555 D_real: 0.117 D_fake: 0.182 +(epoch: 112, iters: 19824, time: 0.393, data: 0.020) G_GAN: 3.535 G_L1: 3.048 D_real: 0.185 D_fake: 0.102 +(epoch: 112, iters: 19924, time: 0.306, data: 0.019) G_GAN: 6.031 G_L1: 5.900 D_real: 0.217 D_fake: 0.031 +(epoch: 112, iters: 20024, time: 0.292, data: 0.019) G_GAN: 4.625 G_L1: 2.862 D_real: 0.234 D_fake: 0.085 +(epoch: 112, iters: 20124, time: 0.295, data: 0.018) G_GAN: 2.191 G_L1: 2.874 D_real: 0.113 D_fake: 0.400 +(epoch: 112, iters: 20224, time: 0.651, data: 0.019) G_GAN: 4.272 G_L1: 4.566 D_real: 0.107 D_fake: 0.072 +(epoch: 112, iters: 20324, time: 0.299, data: 0.017) G_GAN: 3.786 G_L1: 3.964 D_real: 0.145 D_fake: 0.073 +(epoch: 112, iters: 20424, time: 0.288, data: 0.021) G_GAN: 4.372 G_L1: 4.382 D_real: 0.242 D_fake: 0.062 +(epoch: 112, iters: 20524, time: 0.299, data: 0.015) G_GAN: 2.835 G_L1: 3.918 D_real: 0.374 D_fake: 0.153 +(epoch: 112, iters: 20624, time: 0.418, data: 0.020) G_GAN: 2.433 G_L1: 4.064 D_real: 0.011 D_fake: 0.309 +(epoch: 112, iters: 20724, time: 0.298, data: 0.019) G_GAN: 3.875 G_L1: 4.591 D_real: 0.179 D_fake: 0.075 +(epoch: 112, iters: 20824, time: 0.303, data: 0.018) G_GAN: 2.295 G_L1: 3.620 D_real: 0.025 D_fake: 0.308 +(epoch: 112, iters: 20924, time: 0.302, data: 0.019) G_GAN: 4.215 G_L1: 4.728 D_real: 0.010 D_fake: 0.064 +(epoch: 112, iters: 21024, time: 0.398, data: 0.021) G_GAN: 3.104 G_L1: 3.325 D_real: 0.488 D_fake: 0.268 +(epoch: 112, iters: 21124, time: 0.294, data: 0.017) G_GAN: 3.920 G_L1: 3.767 D_real: 0.066 D_fake: 0.069 +(epoch: 112, iters: 21224, time: 0.280, data: 0.017) G_GAN: 3.678 G_L1: 4.707 D_real: 0.060 D_fake: 0.190 +(epoch: 112, iters: 21324, time: 0.304, data: 0.018) G_GAN: 3.169 G_L1: 2.991 D_real: 0.008 D_fake: 0.118 +(epoch: 112, iters: 21424, time: 0.390, data: 0.020) G_GAN: 2.973 G_L1: 3.790 D_real: 0.071 D_fake: 0.170 +(epoch: 112, iters: 21524, time: 0.302, data: 0.019) G_GAN: 2.698 G_L1: 3.420 D_real: 0.151 D_fake: 0.261 +(epoch: 112, iters: 21624, time: 0.281, data: 0.018) G_GAN: 3.377 G_L1: 3.846 D_real: 0.022 D_fake: 0.085 +(epoch: 112, iters: 21724, time: 0.306, data: 0.017) G_GAN: 3.468 G_L1: 2.737 D_real: 0.516 D_fake: 0.345 +(epoch: 112, iters: 21824, time: 0.413, data: 0.020) G_GAN: 3.433 G_L1: 3.630 D_real: 0.570 D_fake: 0.143 +(epoch: 112, iters: 21924, time: 0.305, data: 0.019) G_GAN: 3.581 G_L1: 5.761 D_real: 0.013 D_fake: 0.131 +(epoch: 112, iters: 22024, time: 0.302, data: 0.019) G_GAN: 3.572 G_L1: 3.747 D_real: 0.050 D_fake: 0.133 +(epoch: 112, iters: 22124, time: 0.291, data: 0.022) G_GAN: 3.251 G_L1: 4.362 D_real: 0.007 D_fake: 0.146 +(epoch: 112, iters: 22224, time: 0.630, data: 0.017) G_GAN: 2.841 G_L1: 3.642 D_real: 0.235 D_fake: 0.230 +(epoch: 112, iters: 22324, time: 0.295, data: 0.017) G_GAN: 3.964 G_L1: 3.859 D_real: 0.084 D_fake: 0.112 +(epoch: 112, iters: 22424, time: 0.291, data: 0.018) G_GAN: 4.114 G_L1: 3.158 D_real: 0.001 D_fake: 0.055 +(epoch: 112, iters: 22524, time: 0.298, data: 0.019) G_GAN: 5.860 G_L1: 3.482 D_real: 0.004 D_fake: 0.010 +(epoch: 112, iters: 22624, time: 0.381, data: 0.019) G_GAN: 3.727 G_L1: 3.532 D_real: 0.156 D_fake: 0.056 +(epoch: 112, iters: 22724, time: 0.293, data: 0.019) G_GAN: 4.338 G_L1: 4.425 D_real: 0.157 D_fake: 0.062 +(epoch: 112, iters: 22824, time: 0.284, data: 0.029) G_GAN: 2.336 G_L1: 3.447 D_real: 0.393 D_fake: 0.291 +(epoch: 112, iters: 22924, time: 0.280, data: 0.017) G_GAN: 3.020 G_L1: 4.655 D_real: 0.110 D_fake: 0.157 +(epoch: 112, iters: 23024, time: 0.387, data: 0.016) G_GAN: 3.063 G_L1: 3.064 D_real: 0.233 D_fake: 0.393 +(epoch: 112, iters: 23124, time: 0.289, data: 0.021) G_GAN: 3.204 G_L1: 3.906 D_real: 0.172 D_fake: 0.192 +(epoch: 112, iters: 23224, time: 0.302, data: 0.019) G_GAN: 3.105 G_L1: 3.503 D_real: 0.002 D_fake: 0.469 +(epoch: 112, iters: 23324, time: 0.303, data: 0.021) G_GAN: 3.845 G_L1: 3.281 D_real: 0.194 D_fake: 0.081 +(epoch: 112, iters: 23424, time: 0.413, data: 0.020) G_GAN: 3.520 G_L1: 3.319 D_real: 0.054 D_fake: 0.106 +(epoch: 112, iters: 23524, time: 0.300, data: 0.020) G_GAN: 3.458 G_L1: 4.290 D_real: 0.002 D_fake: 0.189 +(epoch: 112, iters: 23624, time: 0.303, data: 0.019) G_GAN: 3.493 G_L1: 3.954 D_real: 0.598 D_fake: 0.095 +(epoch: 112, iters: 23724, time: 0.305, data: 0.020) G_GAN: 3.536 G_L1: 5.809 D_real: 0.082 D_fake: 0.178 +(epoch: 112, iters: 23824, time: 0.405, data: 0.026) G_GAN: 4.517 G_L1: 3.560 D_real: 0.003 D_fake: 0.079 +(epoch: 112, iters: 23924, time: 0.298, data: 0.020) G_GAN: 3.668 G_L1: 4.816 D_real: 0.083 D_fake: 0.199 +(epoch: 112, iters: 24024, time: 0.306, data: 0.021) G_GAN: 3.950 G_L1: 4.375 D_real: 0.042 D_fake: 0.056 +(epoch: 112, iters: 24124, time: 0.295, data: 0.021) G_GAN: 3.843 G_L1: 3.481 D_real: 0.036 D_fake: 0.054 +(epoch: 112, iters: 24224, time: 0.661, data: 0.019) G_GAN: 4.056 G_L1: 4.491 D_real: 0.041 D_fake: 0.183 +(epoch: 112, iters: 24324, time: 0.291, data: 0.018) G_GAN: 4.242 G_L1: 5.110 D_real: 0.146 D_fake: 0.051 +(epoch: 112, iters: 24424, time: 0.304, data: 0.019) G_GAN: 4.852 G_L1: 5.541 D_real: 0.092 D_fake: 0.166 +(epoch: 112, iters: 24524, time: 0.304, data: 0.018) G_GAN: 2.758 G_L1: 4.968 D_real: 0.331 D_fake: 0.316 +(epoch: 112, iters: 24624, time: 0.412, data: 0.021) G_GAN: 4.000 G_L1: 3.661 D_real: 0.105 D_fake: 0.048 +(epoch: 112, iters: 24724, time: 0.302, data: 0.021) G_GAN: 2.823 G_L1: 5.970 D_real: 0.130 D_fake: 0.213 +(epoch: 112, iters: 24824, time: 0.303, data: 0.020) G_GAN: 4.009 G_L1: 4.366 D_real: 0.091 D_fake: 0.112 +(epoch: 112, iters: 24924, time: 0.300, data: 0.020) G_GAN: 3.896 G_L1: 3.520 D_real: 0.160 D_fake: 0.053 +(epoch: 112, iters: 25024, time: 0.419, data: 0.020) G_GAN: 3.921 G_L1: 3.278 D_real: 0.027 D_fake: 0.074 +(epoch: 112, iters: 25124, time: 0.303, data: 0.021) G_GAN: 3.571 G_L1: 2.855 D_real: 0.373 D_fake: 0.077 +(epoch: 112, iters: 25224, time: 0.308, data: 0.019) G_GAN: 3.935 G_L1: 4.001 D_real: 0.598 D_fake: 0.066 +(epoch: 112, iters: 25324, time: 0.298, data: 0.020) G_GAN: 3.326 G_L1: 2.645 D_real: 0.431 D_fake: 0.079 +(epoch: 112, iters: 25424, time: 0.379, data: 0.020) G_GAN: 2.951 G_L1: 3.597 D_real: 0.280 D_fake: 0.190 +(epoch: 112, iters: 25524, time: 0.304, data: 0.020) G_GAN: 4.315 G_L1: 3.240 D_real: 0.050 D_fake: 0.402 +(epoch: 112, iters: 25624, time: 0.301, data: 0.020) G_GAN: 5.091 G_L1: 4.303 D_real: 0.455 D_fake: 0.015 +(epoch: 112, iters: 25724, time: 0.309, data: 0.020) G_GAN: 4.645 G_L1: 5.038 D_real: 0.041 D_fake: 0.046 +(epoch: 112, iters: 25824, time: 0.403, data: 0.021) G_GAN: 6.792 G_L1: 3.963 D_real: 0.696 D_fake: 0.012 +(epoch: 112, iters: 25924, time: 0.305, data: 0.019) G_GAN: 3.488 G_L1: 2.477 D_real: 0.121 D_fake: 0.081 +(epoch: 112, iters: 26024, time: 0.293, data: 0.019) G_GAN: 3.458 G_L1: 2.951 D_real: 0.095 D_fake: 0.129 +(epoch: 112, iters: 26124, time: 0.304, data: 0.019) G_GAN: 5.004 G_L1: 3.714 D_real: 0.108 D_fake: 0.032 +(epoch: 112, iters: 26224, time: 0.665, data: 0.021) G_GAN: 5.496 G_L1: 3.937 D_real: 0.031 D_fake: 0.016 +(epoch: 112, iters: 26324, time: 0.294, data: 0.019) G_GAN: 4.667 G_L1: 5.996 D_real: 0.148 D_fake: 0.247 +(epoch: 112, iters: 26424, time: 0.301, data: 0.021) G_GAN: 5.076 G_L1: 4.339 D_real: 0.179 D_fake: 0.090 +(epoch: 112, iters: 26524, time: 0.299, data: 0.020) G_GAN: 4.254 G_L1: 4.939 D_real: 0.298 D_fake: 0.215 +(epoch: 112, iters: 26624, time: 0.382, data: 0.018) G_GAN: 2.798 G_L1: 3.000 D_real: 0.666 D_fake: 0.225 +(epoch: 112, iters: 26724, time: 0.294, data: 0.019) G_GAN: 4.140 G_L1: 3.719 D_real: 0.113 D_fake: 0.082 +(epoch: 112, iters: 26824, time: 0.296, data: 0.019) G_GAN: 3.630 G_L1: 4.014 D_real: 0.027 D_fake: 0.154 +(epoch: 112, iters: 26924, time: 0.301, data: 0.020) G_GAN: 3.534 G_L1: 4.212 D_real: 0.169 D_fake: 0.097 +(epoch: 112, iters: 27024, time: 0.378, data: 0.019) G_GAN: 3.674 G_L1: 4.158 D_real: 0.149 D_fake: 0.138 +(epoch: 112, iters: 27124, time: 0.302, data: 0.018) G_GAN: 5.376 G_L1: 4.956 D_real: 0.058 D_fake: 0.046 +(epoch: 112, iters: 27224, time: 0.292, data: 0.019) G_GAN: 3.568 G_L1: 3.974 D_real: 0.033 D_fake: 0.117 +(epoch: 112, iters: 27324, time: 0.298, data: 0.020) G_GAN: 5.196 G_L1: 3.137 D_real: 0.012 D_fake: 0.101 +(epoch: 112, iters: 27424, time: 0.422, data: 0.019) G_GAN: 3.116 G_L1: 3.001 D_real: 0.120 D_fake: 0.210 +(epoch: 112, iters: 27524, time: 0.294, data: 0.020) G_GAN: 4.310 G_L1: 6.531 D_real: 0.036 D_fake: 0.064 +(epoch: 112, iters: 27624, time: 0.294, data: 0.018) G_GAN: 4.118 G_L1: 2.408 D_real: 0.145 D_fake: 0.066 +(epoch: 112, iters: 27724, time: 0.303, data: 0.020) G_GAN: 4.058 G_L1: 4.096 D_real: 0.046 D_fake: 0.097 +(epoch: 112, iters: 27824, time: 0.421, data: 0.019) G_GAN: 6.825 G_L1: 5.464 D_real: 0.028 D_fake: 0.008 +(epoch: 112, iters: 27924, time: 0.300, data: 0.020) G_GAN: 4.923 G_L1: 3.138 D_real: 0.144 D_fake: 0.072 +(epoch: 112, iters: 28024, time: 0.299, data: 0.019) G_GAN: 3.836 G_L1: 4.612 D_real: 0.021 D_fake: 0.060 +(epoch: 112, iters: 28124, time: 0.293, data: 0.022) G_GAN: 2.572 G_L1: 3.475 D_real: 0.330 D_fake: 0.188 +(epoch: 112, iters: 28224, time: 0.701, data: 0.018) G_GAN: 3.344 G_L1: 4.354 D_real: 0.060 D_fake: 0.146 +(epoch: 112, iters: 28324, time: 0.295, data: 0.020) G_GAN: 3.798 G_L1: 4.516 D_real: 0.008 D_fake: 0.152 +(epoch: 112, iters: 28424, time: 0.298, data: 0.020) G_GAN: 3.678 G_L1: 3.826 D_real: 0.178 D_fake: 0.123 +(epoch: 112, iters: 28524, time: 0.304, data: 0.019) G_GAN: 4.059 G_L1: 2.935 D_real: 0.210 D_fake: 0.062 +(epoch: 112, iters: 28624, time: 0.422, data: 0.018) G_GAN: 5.259 G_L1: 3.406 D_real: 0.057 D_fake: 0.035 +(epoch: 112, iters: 28724, time: 0.295, data: 0.020) G_GAN: 6.176 G_L1: 3.224 D_real: 0.232 D_fake: 0.028 +(epoch: 112, iters: 28824, time: 0.302, data: 0.019) G_GAN: 4.201 G_L1: 3.820 D_real: 0.004 D_fake: 0.122 +(epoch: 112, iters: 28924, time: 0.286, data: 0.020) G_GAN: 3.007 G_L1: 3.864 D_real: 0.029 D_fake: 0.181 +(epoch: 112, iters: 29024, time: 0.379, data: 0.018) G_GAN: 4.219 G_L1: 3.736 D_real: 0.078 D_fake: 0.140 +(epoch: 112, iters: 29124, time: 0.292, data: 0.019) G_GAN: 5.378 G_L1: 3.895 D_real: 0.433 D_fake: 0.122 +(epoch: 112, iters: 29224, time: 0.290, data: 0.021) G_GAN: 3.642 G_L1: 3.878 D_real: 0.023 D_fake: 0.192 +(epoch: 112, iters: 29324, time: 0.299, data: 0.023) G_GAN: 6.223 G_L1: 4.490 D_real: 0.006 D_fake: 0.007 +(epoch: 112, iters: 29424, time: 0.386, data: 0.019) G_GAN: 3.393 G_L1: 4.311 D_real: 0.060 D_fake: 0.101 +(epoch: 112, iters: 29524, time: 0.296, data: 0.019) G_GAN: 3.916 G_L1: 3.658 D_real: 0.095 D_fake: 0.114 +(epoch: 112, iters: 29624, time: 0.301, data: 0.019) G_GAN: 4.056 G_L1: 4.053 D_real: 0.016 D_fake: 0.066 +(epoch: 112, iters: 29724, time: 0.303, data: 0.021) G_GAN: 3.780 G_L1: 3.855 D_real: 0.014 D_fake: 0.078 +(epoch: 112, iters: 29824, time: 0.399, data: 0.019) G_GAN: 3.962 G_L1: 3.766 D_real: 0.005 D_fake: 0.136 +(epoch: 112, iters: 29924, time: 0.303, data: 0.018) G_GAN: 3.484 G_L1: 3.460 D_real: 0.326 D_fake: 0.073 +(epoch: 112, iters: 30024, time: 0.301, data: 0.021) G_GAN: 6.137 G_L1: 3.008 D_real: 0.035 D_fake: 0.111 +(epoch: 112, iters: 30124, time: 0.296, data: 0.020) G_GAN: 4.622 G_L1: 3.170 D_real: 0.040 D_fake: 0.373 +(epoch: 112, iters: 30224, time: 0.626, data: 0.019) G_GAN: 2.955 G_L1: 6.293 D_real: 0.285 D_fake: 0.125 +(epoch: 112, iters: 30324, time: 0.300, data: 0.019) G_GAN: 6.231 G_L1: 3.845 D_real: 0.003 D_fake: 0.016 +(epoch: 112, iters: 30424, time: 0.299, data: 0.020) G_GAN: 4.039 G_L1: 3.206 D_real: 0.116 D_fake: 0.091 +(epoch: 112, iters: 30524, time: 0.305, data: 0.020) G_GAN: 7.533 G_L1: 3.197 D_real: 0.055 D_fake: 0.009 +(epoch: 112, iters: 30624, time: 0.420, data: 0.019) G_GAN: 5.075 G_L1: 5.634 D_real: 0.106 D_fake: 0.061 +(epoch: 112, iters: 30724, time: 0.300, data: 0.019) G_GAN: 4.276 G_L1: 6.430 D_real: 0.021 D_fake: 0.132 +(epoch: 112, iters: 30824, time: 0.297, data: 0.020) G_GAN: 4.237 G_L1: 4.032 D_real: 0.021 D_fake: 0.045 +(epoch: 112, iters: 30924, time: 0.296, data: 0.020) G_GAN: 4.027 G_L1: 3.384 D_real: 0.401 D_fake: 0.048 +(epoch: 112, iters: 31024, time: 0.417, data: 0.021) G_GAN: 4.067 G_L1: 3.393 D_real: 0.040 D_fake: 0.057 +(epoch: 112, iters: 31124, time: 0.294, data: 0.020) G_GAN: 4.452 G_L1: 3.064 D_real: 0.044 D_fake: 0.046 +(epoch: 112, iters: 31224, time: 0.305, data: 0.019) G_GAN: 4.364 G_L1: 3.942 D_real: 0.075 D_fake: 0.085 +(epoch: 112, iters: 31324, time: 0.298, data: 0.021) G_GAN: 2.969 G_L1: 2.529 D_real: 0.250 D_fake: 0.116 +(epoch: 112, iters: 31424, time: 0.412, data: 0.019) G_GAN: 5.017 G_L1: 3.583 D_real: 0.029 D_fake: 0.022 +(epoch: 112, iters: 31524, time: 0.299, data: 0.019) G_GAN: 4.589 G_L1: 3.016 D_real: 0.197 D_fake: 0.105 +(epoch: 112, iters: 31624, time: 0.274, data: 0.021) G_GAN: 3.502 G_L1: 4.537 D_real: 0.020 D_fake: 0.185 +(epoch: 112, iters: 31724, time: 0.302, data: 0.015) G_GAN: 4.668 G_L1: 6.598 D_real: 0.083 D_fake: 0.042 +(epoch: 112, iters: 31824, time: 0.399, data: 0.020) G_GAN: 3.825 G_L1: 2.047 D_real: 0.387 D_fake: 0.048 +(epoch: 112, iters: 31924, time: 0.298, data: 0.020) G_GAN: 4.342 G_L1: 3.553 D_real: 0.127 D_fake: 0.057 +(epoch: 112, iters: 32024, time: 0.301, data: 0.021) G_GAN: 3.739 G_L1: 3.136 D_real: 0.015 D_fake: 0.183 +(epoch: 112, iters: 32124, time: 0.304, data: 0.020) G_GAN: 2.809 G_L1: 3.114 D_real: 0.320 D_fake: 0.157 +(epoch: 112, iters: 32224, time: 0.685, data: 0.019) G_GAN: 4.428 G_L1: 3.993 D_real: 0.054 D_fake: 0.062 +(epoch: 112, iters: 32324, time: 0.302, data: 0.017) G_GAN: 2.946 G_L1: 3.665 D_real: 0.201 D_fake: 0.340 +(epoch: 112, iters: 32424, time: 0.298, data: 0.020) G_GAN: 2.846 G_L1: 4.615 D_real: 0.374 D_fake: 0.204 +(epoch: 112, iters: 32524, time: 0.293, data: 0.018) G_GAN: 3.905 G_L1: 3.834 D_real: 0.105 D_fake: 0.061 +(epoch: 112, iters: 32624, time: 0.406, data: 0.019) G_GAN: 4.013 G_L1: 3.538 D_real: 0.075 D_fake: 0.071 +(epoch: 112, iters: 32724, time: 0.299, data: 0.020) G_GAN: 4.288 G_L1: 3.884 D_real: 0.154 D_fake: 0.047 +(epoch: 112, iters: 32824, time: 0.289, data: 0.019) G_GAN: 3.744 G_L1: 3.500 D_real: 0.048 D_fake: 0.080 +(epoch: 112, iters: 32924, time: 0.303, data: 0.018) G_GAN: 3.462 G_L1: 3.360 D_real: 0.002 D_fake: 0.583 +(epoch: 112, iters: 33024, time: 0.412, data: 0.019) G_GAN: 4.160 G_L1: 3.271 D_real: 0.036 D_fake: 0.065 +(epoch: 112, iters: 33124, time: 0.291, data: 0.018) G_GAN: 5.038 G_L1: 2.448 D_real: 0.063 D_fake: 0.023 +(epoch: 112, iters: 33224, time: 0.302, data: 0.019) G_GAN: 5.812 G_L1: 3.566 D_real: 0.029 D_fake: 0.044 +(epoch: 112, iters: 33324, time: 0.301, data: 0.019) G_GAN: 5.706 G_L1: 4.489 D_real: 0.002 D_fake: 0.058 +(epoch: 112, iters: 33424, time: 0.387, data: 0.023) G_GAN: 4.411 G_L1: 2.865 D_real: 0.314 D_fake: 0.049 +(epoch: 112, iters: 33524, time: 0.300, data: 0.019) G_GAN: 5.454 G_L1: 4.670 D_real: 0.046 D_fake: 0.025 +(epoch: 112, iters: 33624, time: 0.302, data: 0.020) G_GAN: 5.478 G_L1: 3.336 D_real: 0.010 D_fake: 0.026 +(epoch: 112, iters: 33724, time: 0.304, data: 0.019) G_GAN: 3.959 G_L1: 4.753 D_real: 0.101 D_fake: 0.073 +(epoch: 112, iters: 33824, time: 0.422, data: 0.022) G_GAN: 3.617 G_L1: 5.141 D_real: 0.193 D_fake: 0.148 +(epoch: 112, iters: 33924, time: 0.299, data: 0.020) G_GAN: 4.478 G_L1: 3.741 D_real: 0.238 D_fake: 0.036 +(epoch: 112, iters: 34024, time: 0.305, data: 0.019) G_GAN: 3.842 G_L1: 3.244 D_real: 0.005 D_fake: 0.087 +(epoch: 112, iters: 34124, time: 0.295, data: 0.020) G_GAN: 2.620 G_L1: 3.812 D_real: 0.056 D_fake: 0.244 +(epoch: 112, iters: 34224, time: 0.632, data: 0.019) G_GAN: 5.345 G_L1: 2.842 D_real: 0.235 D_fake: 0.036 +(epoch: 112, iters: 34324, time: 0.290, data: 0.021) G_GAN: 5.111 G_L1: 4.416 D_real: 0.015 D_fake: 0.016 +(epoch: 112, iters: 34424, time: 0.295, data: 0.020) G_GAN: 5.001 G_L1: 4.097 D_real: 0.255 D_fake: 0.048 +(epoch: 112, iters: 34524, time: 0.303, data: 0.019) G_GAN: 3.793 G_L1: 3.271 D_real: 0.026 D_fake: 0.064 +(epoch: 112, iters: 34624, time: 0.404, data: 0.020) G_GAN: 4.282 G_L1: 2.636 D_real: 0.425 D_fake: 0.243 +(epoch: 112, iters: 34724, time: 0.298, data: 0.019) G_GAN: 3.464 G_L1: 3.569 D_real: 0.152 D_fake: 0.137 +(epoch: 112, iters: 34824, time: 0.303, data: 0.019) G_GAN: 3.257 G_L1: 3.112 D_real: 0.008 D_fake: 0.167 +(epoch: 112, iters: 34924, time: 0.295, data: 0.019) G_GAN: 4.286 G_L1: 3.999 D_real: 0.114 D_fake: 0.070 +(epoch: 112, iters: 35024, time: 0.413, data: 0.018) G_GAN: 3.394 G_L1: 3.070 D_real: 0.066 D_fake: 0.092 +(epoch: 112, iters: 35124, time: 0.296, data: 0.019) G_GAN: 3.789 G_L1: 3.668 D_real: 0.125 D_fake: 0.089 +(epoch: 112, iters: 35224, time: 0.293, data: 0.022) G_GAN: 4.221 G_L1: 5.351 D_real: 0.396 D_fake: 0.033 +(epoch: 112, iters: 35324, time: 0.299, data: 0.018) G_GAN: 4.307 G_L1: 4.155 D_real: 0.348 D_fake: 0.049 +(epoch: 112, iters: 35424, time: 0.387, data: 0.020) G_GAN: 4.709 G_L1: 3.479 D_real: 0.491 D_fake: 0.017 +(epoch: 112, iters: 35524, time: 0.290, data: 0.019) G_GAN: 4.138 G_L1: 2.867 D_real: 0.352 D_fake: 0.040 +(epoch: 112, iters: 35624, time: 0.299, data: 0.019) G_GAN: 3.232 G_L1: 3.266 D_real: 0.066 D_fake: 0.108 +(epoch: 112, iters: 35724, time: 0.306, data: 0.020) G_GAN: 3.931 G_L1: 3.625 D_real: 0.053 D_fake: 0.091 +(epoch: 112, iters: 35824, time: 0.413, data: 0.020) G_GAN: 3.772 G_L1: 2.577 D_real: 0.147 D_fake: 0.446 +(epoch: 112, iters: 35924, time: 0.302, data: 0.018) G_GAN: 4.768 G_L1: 6.026 D_real: 0.023 D_fake: 0.038 +(epoch: 112, iters: 36024, time: 0.296, data: 0.020) G_GAN: 5.223 G_L1: 3.919 D_real: 0.325 D_fake: 0.021 +(epoch: 112, iters: 36124, time: 0.303, data: 0.020) G_GAN: 4.548 G_L1: 2.662 D_real: 0.023 D_fake: 0.057 +(epoch: 112, iters: 36224, time: 0.693, data: 0.021) G_GAN: 4.516 G_L1: 4.078 D_real: 0.001 D_fake: 0.053 +(epoch: 112, iters: 36324, time: 0.295, data: 0.020) G_GAN: 4.611 G_L1: 2.717 D_real: 0.101 D_fake: 0.393 +(epoch: 112, iters: 36424, time: 0.302, data: 0.020) G_GAN: 3.376 G_L1: 2.912 D_real: 0.071 D_fake: 0.072 +(epoch: 112, iters: 36524, time: 0.305, data: 0.020) G_GAN: 3.342 G_L1: 3.914 D_real: 0.108 D_fake: 0.157 +(epoch: 112, iters: 36624, time: 0.418, data: 0.020) G_GAN: 3.163 G_L1: 2.759 D_real: 0.157 D_fake: 0.092 +(epoch: 112, iters: 36724, time: 0.306, data: 0.021) G_GAN: 3.305 G_L1: 2.684 D_real: 0.831 D_fake: 0.068 +(epoch: 112, iters: 36824, time: 0.308, data: 0.024) G_GAN: 4.186 G_L1: 4.062 D_real: 0.000 D_fake: 0.051 +(epoch: 112, iters: 36924, time: 0.300, data: 0.019) G_GAN: 3.454 G_L1: 2.882 D_real: 0.256 D_fake: 0.111 +(epoch: 112, iters: 37024, time: 0.432, data: 0.020) G_GAN: 4.399 G_L1: 3.849 D_real: 0.021 D_fake: 0.276 +(epoch: 112, iters: 37124, time: 0.300, data: 0.020) G_GAN: 5.558 G_L1: 3.720 D_real: 0.107 D_fake: 0.058 +(epoch: 112, iters: 37224, time: 0.304, data: 0.019) G_GAN: 3.805 G_L1: 4.525 D_real: 0.007 D_fake: 0.059 +(epoch: 112, iters: 37324, time: 0.299, data: 0.020) G_GAN: 4.555 G_L1: 3.307 D_real: 0.246 D_fake: 0.041 +(epoch: 112, iters: 37424, time: 0.424, data: 0.019) G_GAN: 3.773 G_L1: 4.421 D_real: 0.011 D_fake: 0.099 +(epoch: 112, iters: 37524, time: 0.296, data: 0.021) G_GAN: 4.734 G_L1: 4.293 D_real: 0.052 D_fake: 0.130 +(epoch: 112, iters: 37624, time: 0.294, data: 0.019) G_GAN: 6.646 G_L1: 4.472 D_real: 0.009 D_fake: 0.004 +(epoch: 112, iters: 37724, time: 0.301, data: 0.018) G_GAN: 3.432 G_L1: 4.158 D_real: 0.000 D_fake: 0.620 +(epoch: 112, iters: 37824, time: 0.425, data: 0.020) G_GAN: 4.055 G_L1: 2.997 D_real: 0.385 D_fake: 0.049 +(epoch: 112, iters: 37924, time: 0.305, data: 0.020) G_GAN: 4.020 G_L1: 3.567 D_real: 0.945 D_fake: 0.099 +(epoch: 112, iters: 38024, time: 0.300, data: 0.021) G_GAN: 3.467 G_L1: 3.008 D_real: 0.229 D_fake: 0.150 +(epoch: 112, iters: 38124, time: 0.304, data: 0.020) G_GAN: 3.670 G_L1: 3.185 D_real: 0.233 D_fake: 0.063 +(epoch: 112, iters: 38224, time: 0.682, data: 0.020) G_GAN: 5.353 G_L1: 4.384 D_real: 0.038 D_fake: 0.091 +(epoch: 112, iters: 38324, time: 0.290, data: 0.021) G_GAN: 4.536 G_L1: 3.919 D_real: 0.055 D_fake: 0.057 +(epoch: 112, iters: 38424, time: 0.299, data: 0.021) G_GAN: 2.976 G_L1: 2.484 D_real: 0.333 D_fake: 0.181 +(epoch: 112, iters: 38524, time: 0.304, data: 0.020) G_GAN: 2.753 G_L1: 3.272 D_real: 0.671 D_fake: 0.117 +(epoch: 112, iters: 38624, time: 0.408, data: 0.020) G_GAN: 3.735 G_L1: 2.560 D_real: 0.082 D_fake: 0.081 +(epoch: 112, iters: 38724, time: 0.271, data: 0.020) G_GAN: 4.323 G_L1: 5.459 D_real: 0.389 D_fake: 0.046 +(epoch: 112, iters: 38824, time: 0.281, data: 0.018) G_GAN: 4.377 G_L1: 4.801 D_real: 0.064 D_fake: 0.101 +(epoch: 112, iters: 38924, time: 0.294, data: 0.016) G_GAN: 3.812 G_L1: 3.639 D_real: 0.097 D_fake: 0.107 +(epoch: 112, iters: 39024, time: 0.421, data: 0.018) G_GAN: 2.967 G_L1: 4.239 D_real: 0.150 D_fake: 0.225 +(epoch: 112, iters: 39124, time: 0.300, data: 0.020) G_GAN: 5.872 G_L1: 5.788 D_real: 0.027 D_fake: 0.058 +(epoch: 112, iters: 39224, time: 0.291, data: 0.020) G_GAN: 3.750 G_L1: 3.416 D_real: 0.219 D_fake: 0.082 +(epoch: 112, iters: 39324, time: 0.301, data: 0.019) G_GAN: 3.954 G_L1: 3.151 D_real: 0.217 D_fake: 0.057 +(epoch: 112, iters: 39424, time: 0.384, data: 0.020) G_GAN: 3.373 G_L1: 3.140 D_real: 0.068 D_fake: 0.145 +(epoch: 112, iters: 39524, time: 0.295, data: 0.018) G_GAN: 3.550 G_L1: 4.095 D_real: 0.059 D_fake: 0.168 +(epoch: 112, iters: 39624, time: 0.293, data: 0.018) G_GAN: 4.466 G_L1: 3.005 D_real: 0.102 D_fake: 0.042 +(epoch: 112, iters: 39724, time: 0.295, data: 0.019) G_GAN: 4.584 G_L1: 3.276 D_real: 0.086 D_fake: 0.041 +(epoch: 112, iters: 39824, time: 0.401, data: 0.019) G_GAN: 3.929 G_L1: 3.556 D_real: 0.068 D_fake: 0.071 +(epoch: 112, iters: 39924, time: 0.297, data: 0.018) G_GAN: 3.137 G_L1: 3.199 D_real: 0.033 D_fake: 0.116 +(epoch: 112, iters: 40024, time: 0.282, data: 0.021) G_GAN: 3.634 G_L1: 2.634 D_real: 0.124 D_fake: 0.138 +(epoch: 112, iters: 40124, time: 0.286, data: 0.019) G_GAN: 3.246 G_L1: 3.223 D_real: 0.034 D_fake: 0.121 +(epoch: 112, iters: 40224, time: 0.673, data: 0.018) G_GAN: 4.071 G_L1: 4.695 D_real: 0.188 D_fake: 0.064 +(epoch: 112, iters: 40324, time: 0.294, data: 0.020) G_GAN: 3.731 G_L1: 2.588 D_real: 0.080 D_fake: 0.148 +(epoch: 112, iters: 40424, time: 0.300, data: 0.020) G_GAN: 4.361 G_L1: 3.353 D_real: 0.002 D_fake: 0.066 +(epoch: 112, iters: 40524, time: 0.298, data: 0.020) G_GAN: 5.823 G_L1: 5.068 D_real: 0.020 D_fake: 0.018 +(epoch: 112, iters: 40624, time: 0.421, data: 0.018) G_GAN: 5.247 G_L1: 3.527 D_real: 0.000 D_fake: 0.115 +(epoch: 112, iters: 40724, time: 0.289, data: 0.020) G_GAN: 4.850 G_L1: 3.412 D_real: 0.132 D_fake: 0.032 +(epoch: 112, iters: 40824, time: 0.278, data: 0.019) G_GAN: 4.415 G_L1: 2.999 D_real: 0.095 D_fake: 0.052 +(epoch: 112, iters: 40924, time: 0.295, data: 0.016) G_GAN: 4.527 G_L1: 4.785 D_real: 0.058 D_fake: 0.085 +(epoch: 112, iters: 41024, time: 0.408, data: 0.018) G_GAN: 3.382 G_L1: 3.245 D_real: 0.430 D_fake: 0.087 +(epoch: 112, iters: 41124, time: 0.300, data: 0.019) G_GAN: 4.066 G_L1: 1.739 D_real: 0.386 D_fake: 0.399 +(epoch: 112, iters: 41224, time: 0.301, data: 0.019) G_GAN: 3.719 G_L1: 2.870 D_real: 0.115 D_fake: 0.051 +(epoch: 112, iters: 41324, time: 0.300, data: 0.020) G_GAN: 3.858 G_L1: 3.868 D_real: 0.017 D_fake: 0.155 +(epoch: 112, iters: 41424, time: 0.404, data: 0.022) G_GAN: 5.121 G_L1: 2.723 D_real: 0.333 D_fake: 0.020 +(epoch: 112, iters: 41524, time: 0.296, data: 0.017) G_GAN: 2.293 G_L1: 4.609 D_real: 0.057 D_fake: 0.363 +(epoch: 112, iters: 41624, time: 0.273, data: 0.020) G_GAN: 5.291 G_L1: 6.061 D_real: 0.337 D_fake: 0.016 +(epoch: 112, iters: 41724, time: 0.288, data: 0.016) G_GAN: 3.340 G_L1: 3.831 D_real: 0.036 D_fake: 0.307 +(epoch: 112, iters: 41824, time: 0.407, data: 0.018) G_GAN: 5.162 G_L1: 5.603 D_real: 0.141 D_fake: 0.024 +(epoch: 112, iters: 41924, time: 0.297, data: 0.018) G_GAN: 3.750 G_L1: 3.022 D_real: 0.301 D_fake: 0.047 +(epoch: 112, iters: 42024, time: 0.300, data: 0.020) G_GAN: 3.588 G_L1: 2.427 D_real: 0.112 D_fake: 0.062 +(epoch: 112, iters: 42124, time: 0.289, data: 0.018) G_GAN: 3.174 G_L1: 2.999 D_real: 0.000 D_fake: 0.164 +(epoch: 112, iters: 42224, time: 0.660, data: 0.020) G_GAN: 4.553 G_L1: 2.543 D_real: 0.015 D_fake: 0.065 +(epoch: 112, iters: 42324, time: 0.287, data: 0.018) G_GAN: 4.208 G_L1: 4.673 D_real: 0.011 D_fake: 0.081 +(epoch: 112, iters: 42424, time: 0.293, data: 0.020) G_GAN: 2.816 G_L1: 2.263 D_real: 1.339 D_fake: 0.159 +(epoch: 112, iters: 42524, time: 0.297, data: 0.020) G_GAN: 2.766 G_L1: 6.707 D_real: 0.001 D_fake: 0.620 +(epoch: 112, iters: 42624, time: 0.407, data: 0.019) G_GAN: 4.693 G_L1: 3.570 D_real: 0.200 D_fake: 0.049 +(epoch: 112, iters: 42724, time: 0.296, data: 0.018) G_GAN: 3.391 G_L1: 2.759 D_real: 0.374 D_fake: 0.093 +(epoch: 112, iters: 42824, time: 0.298, data: 0.020) G_GAN: 3.752 G_L1: 3.821 D_real: 0.186 D_fake: 0.103 +(epoch: 112, iters: 42924, time: 0.287, data: 0.027) G_GAN: 3.932 G_L1: 5.027 D_real: 0.048 D_fake: 0.238 +(epoch: 112, iters: 43024, time: 0.399, data: 0.020) G_GAN: 4.526 G_L1: 3.426 D_real: 0.063 D_fake: 0.042 +(epoch: 112, iters: 43124, time: 0.295, data: 0.016) G_GAN: 3.869 G_L1: 3.994 D_real: 0.186 D_fake: 0.077 +(epoch: 112, iters: 43224, time: 0.288, data: 0.018) G_GAN: 3.596 G_L1: 7.005 D_real: 0.597 D_fake: 0.105 +(epoch: 112, iters: 43324, time: 0.296, data: 0.020) G_GAN: 3.617 G_L1: 3.676 D_real: 0.002 D_fake: 0.086 +(epoch: 112, iters: 43424, time: 0.395, data: 0.019) G_GAN: 2.767 G_L1: 2.089 D_real: 0.577 D_fake: 0.162 +(epoch: 112, iters: 43524, time: 0.299, data: 0.020) G_GAN: 4.063 G_L1: 3.809 D_real: 0.009 D_fake: 0.078 +(epoch: 112, iters: 43624, time: 0.301, data: 0.020) G_GAN: 4.324 G_L1: 4.675 D_real: 0.042 D_fake: 0.233 +(epoch: 112, iters: 43724, time: 0.295, data: 0.019) G_GAN: 3.454 G_L1: 3.925 D_real: 0.005 D_fake: 0.142 +(epoch: 112, iters: 43824, time: 0.391, data: 0.020) G_GAN: 4.445 G_L1: 2.639 D_real: 0.037 D_fake: 0.040 +(epoch: 112, iters: 43924, time: 0.299, data: 0.017) G_GAN: 3.841 G_L1: 2.937 D_real: 0.480 D_fake: 0.172 +(epoch: 112, iters: 44024, time: 0.307, data: 0.020) G_GAN: 3.782 G_L1: 4.740 D_real: 0.034 D_fake: 0.069 +(epoch: 112, iters: 44124, time: 0.287, data: 0.021) G_GAN: 3.434 G_L1: 3.171 D_real: 0.048 D_fake: 0.200 +(epoch: 112, iters: 44224, time: 0.680, data: 0.017) G_GAN: 4.190 G_L1: 5.411 D_real: 0.005 D_fake: 0.515 +(epoch: 112, iters: 44324, time: 0.299, data: 0.020) G_GAN: 3.514 G_L1: 6.175 D_real: 0.130 D_fake: 0.342 +(epoch: 112, iters: 44424, time: 0.302, data: 0.020) G_GAN: 3.756 G_L1: 6.660 D_real: 0.024 D_fake: 0.090 +(epoch: 112, iters: 44524, time: 0.294, data: 0.022) G_GAN: 4.272 G_L1: 4.042 D_real: 0.032 D_fake: 0.047 +(epoch: 112, iters: 44624, time: 0.386, data: 0.019) G_GAN: 4.180 G_L1: 3.276 D_real: 0.111 D_fake: 0.071 +(epoch: 112, iters: 44724, time: 0.297, data: 0.020) G_GAN: 2.909 G_L1: 3.088 D_real: 0.169 D_fake: 0.230 +(epoch: 112, iters: 44824, time: 0.279, data: 0.019) G_GAN: 4.146 G_L1: 2.752 D_real: 0.002 D_fake: 0.058 +(epoch: 112, iters: 44924, time: 0.300, data: 0.019) G_GAN: 4.970 G_L1: 3.470 D_real: 0.036 D_fake: 0.059 +(epoch: 112, iters: 45024, time: 0.418, data: 0.019) G_GAN: 3.637 G_L1: 3.800 D_real: 0.409 D_fake: 0.057 +(epoch: 112, iters: 45124, time: 0.307, data: 0.018) G_GAN: 4.904 G_L1: 3.438 D_real: 0.113 D_fake: 0.032 +(epoch: 112, iters: 45224, time: 0.296, data: 0.021) G_GAN: 2.336 G_L1: 3.564 D_real: 0.354 D_fake: 0.265 +(epoch: 112, iters: 45324, time: 0.301, data: 0.020) G_GAN: 4.465 G_L1: 3.408 D_real: 0.089 D_fake: 0.067 +(epoch: 112, iters: 45424, time: 0.416, data: 0.019) G_GAN: 4.130 G_L1: 5.969 D_real: 0.059 D_fake: 0.058 +(epoch: 112, iters: 45524, time: 0.303, data: 0.018) G_GAN: 3.804 G_L1: 4.243 D_real: 0.152 D_fake: 0.062 +(epoch: 112, iters: 45624, time: 0.310, data: 0.020) G_GAN: 3.305 G_L1: 3.270 D_real: 0.727 D_fake: 0.227 +(epoch: 112, iters: 45724, time: 0.301, data: 0.022) G_GAN: 4.764 G_L1: 5.892 D_real: 0.288 D_fake: 0.051 +(epoch: 112, iters: 45824, time: 0.390, data: 0.018) G_GAN: 3.300 G_L1: 2.716 D_real: 0.246 D_fake: 0.223 +(epoch: 112, iters: 45924, time: 0.306, data: 0.023) G_GAN: 4.357 G_L1: 7.287 D_real: 0.016 D_fake: 0.095 +(epoch: 112, iters: 46024, time: 0.298, data: 0.019) G_GAN: 3.437 G_L1: 3.809 D_real: 0.079 D_fake: 0.257 +(epoch: 112, iters: 46124, time: 0.290, data: 0.019) G_GAN: 2.640 G_L1: 4.134 D_real: 0.026 D_fake: 0.169 +(epoch: 112, iters: 46224, time: 0.635, data: 0.018) G_GAN: 3.731 G_L1: 3.176 D_real: 0.044 D_fake: 0.143 +(epoch: 112, iters: 46324, time: 0.292, data: 0.022) G_GAN: 4.478 G_L1: 3.376 D_real: 0.761 D_fake: 0.023 +(epoch: 112, iters: 46424, time: 0.300, data: 0.018) G_GAN: 2.856 G_L1: 2.738 D_real: 0.611 D_fake: 0.188 +(epoch: 112, iters: 46524, time: 0.300, data: 0.020) G_GAN: 3.111 G_L1: 2.821 D_real: 0.201 D_fake: 0.115 +(epoch: 112, iters: 46624, time: 0.413, data: 0.021) G_GAN: 3.685 G_L1: 2.828 D_real: 0.128 D_fake: 0.083 +(epoch: 112, iters: 46724, time: 0.299, data: 0.020) G_GAN: 4.013 G_L1: 7.951 D_real: 0.046 D_fake: 0.058 +(epoch: 112, iters: 46824, time: 0.290, data: 0.019) G_GAN: 3.501 G_L1: 3.912 D_real: 0.313 D_fake: 0.110 +(epoch: 112, iters: 46924, time: 0.298, data: 0.019) G_GAN: 3.965 G_L1: 3.494 D_real: 0.008 D_fake: 0.050 +(epoch: 112, iters: 47024, time: 0.420, data: 0.019) G_GAN: 4.238 G_L1: 3.503 D_real: 0.023 D_fake: 0.039 +(epoch: 112, iters: 47124, time: 0.300, data: 0.020) G_GAN: 3.307 G_L1: 3.199 D_real: 0.104 D_fake: 0.150 +(epoch: 112, iters: 47224, time: 0.299, data: 0.020) G_GAN: 4.045 G_L1: 3.783 D_real: 0.023 D_fake: 0.104 +(epoch: 112, iters: 47324, time: 0.293, data: 0.020) G_GAN: 4.614 G_L1: 2.792 D_real: 0.073 D_fake: 0.050 +(epoch: 112, iters: 47424, time: 0.413, data: 0.019) G_GAN: 4.183 G_L1: 2.739 D_real: 0.065 D_fake: 0.094 +(epoch: 112, iters: 47524, time: 0.293, data: 0.022) G_GAN: 3.438 G_L1: 7.403 D_real: 0.082 D_fake: 0.103 +(epoch: 112, iters: 47624, time: 0.302, data: 0.024) G_GAN: 2.892 G_L1: 4.207 D_real: 0.086 D_fake: 0.223 +(epoch: 112, iters: 47724, time: 0.304, data: 0.020) G_GAN: 3.433 G_L1: 4.472 D_real: 0.105 D_fake: 0.413 +(epoch: 112, iters: 47824, time: 0.416, data: 0.020) G_GAN: 4.261 G_L1: 3.551 D_real: 0.006 D_fake: 0.077 +(epoch: 112, iters: 47924, time: 0.305, data: 0.020) G_GAN: 3.597 G_L1: 4.092 D_real: 0.027 D_fake: 0.103 +(epoch: 112, iters: 48024, time: 0.301, data: 0.019) G_GAN: 3.106 G_L1: 3.351 D_real: 0.257 D_fake: 0.110 +(epoch: 112, iters: 48124, time: 0.304, data: 0.021) G_GAN: 3.880 G_L1: 4.199 D_real: 0.118 D_fake: 0.094 +(epoch: 112, iters: 48224, time: 0.682, data: 0.020) G_GAN: 4.569 G_L1: 4.760 D_real: 0.056 D_fake: 0.028 +(epoch: 112, iters: 48324, time: 0.303, data: 0.021) G_GAN: 2.987 G_L1: 3.088 D_real: 0.094 D_fake: 0.318 +(epoch: 112, iters: 48424, time: 0.294, data: 0.021) G_GAN: 3.258 G_L1: 3.497 D_real: 0.153 D_fake: 0.194 +(epoch: 112, iters: 48524, time: 0.294, data: 0.019) G_GAN: 4.337 G_L1: 4.541 D_real: 0.002 D_fake: 0.069 +(epoch: 112, iters: 48624, time: 0.418, data: 0.021) G_GAN: 3.819 G_L1: 5.057 D_real: 0.375 D_fake: 0.074 +(epoch: 112, iters: 48724, time: 0.292, data: 0.019) G_GAN: 3.909 G_L1: 3.684 D_real: 0.079 D_fake: 0.096 +(epoch: 112, iters: 48824, time: 0.301, data: 0.017) G_GAN: 3.974 G_L1: 4.521 D_real: 0.080 D_fake: 0.051 +(epoch: 112, iters: 48924, time: 0.290, data: 0.019) G_GAN: 4.766 G_L1: 3.495 D_real: 0.116 D_fake: 0.032 +(epoch: 112, iters: 49024, time: 0.416, data: 0.018) G_GAN: 6.006 G_L1: 5.355 D_real: 0.026 D_fake: 0.024 +(epoch: 112, iters: 49124, time: 0.296, data: 0.019) G_GAN: 3.697 G_L1: 5.146 D_real: 0.111 D_fake: 0.229 +(epoch: 112, iters: 49224, time: 0.299, data: 0.019) G_GAN: 2.895 G_L1: 2.774 D_real: 0.398 D_fake: 0.363 +(epoch: 112, iters: 49324, time: 0.299, data: 0.021) G_GAN: 4.716 G_L1: 4.187 D_real: 0.037 D_fake: 0.046 +(epoch: 112, iters: 49424, time: 0.418, data: 0.019) G_GAN: 3.374 G_L1: 2.736 D_real: 0.044 D_fake: 0.401 +(epoch: 112, iters: 49524, time: 0.296, data: 0.020) G_GAN: 4.619 G_L1: 3.358 D_real: 0.151 D_fake: 0.036 +(epoch: 112, iters: 49624, time: 0.288, data: 0.020) G_GAN: 4.145 G_L1: 4.095 D_real: 0.013 D_fake: 0.048 +(epoch: 112, iters: 49724, time: 0.302, data: 0.018) G_GAN: 3.013 G_L1: 4.049 D_real: 0.439 D_fake: 0.121 +(epoch: 112, iters: 49824, time: 0.403, data: 0.019) G_GAN: 3.713 G_L1: 4.357 D_real: 0.096 D_fake: 0.107 +(epoch: 112, iters: 49924, time: 0.289, data: 0.019) G_GAN: 2.565 G_L1: 3.494 D_real: 0.016 D_fake: 0.269 +(epoch: 112, iters: 50024, time: 0.292, data: 0.018) G_GAN: 2.465 G_L1: 3.883 D_real: 0.436 D_fake: 0.305 +(epoch: 112, iters: 50124, time: 0.300, data: 0.018) G_GAN: 4.843 G_L1: 3.793 D_real: 0.017 D_fake: 0.038 +(epoch: 112, iters: 50224, time: 0.679, data: 0.020) G_GAN: 3.817 G_L1: 3.357 D_real: 0.082 D_fake: 0.111 +(epoch: 112, iters: 50324, time: 0.303, data: 0.021) G_GAN: 4.412 G_L1: 3.981 D_real: 0.004 D_fake: 0.046 +(epoch: 112, iters: 50424, time: 0.291, data: 0.021) G_GAN: 3.404 G_L1: 4.841 D_real: 0.177 D_fake: 0.087 +(epoch: 112, iters: 50524, time: 0.298, data: 0.020) G_GAN: 5.980 G_L1: 3.901 D_real: 0.100 D_fake: 0.012 +(epoch: 112, iters: 50624, time: 0.412, data: 0.019) G_GAN: 4.594 G_L1: 2.506 D_real: 0.015 D_fake: 0.123 +(epoch: 112, iters: 50724, time: 0.303, data: 0.018) G_GAN: 3.366 G_L1: 4.003 D_real: 0.115 D_fake: 0.099 +(epoch: 112, iters: 50824, time: 0.301, data: 0.021) G_GAN: 3.130 G_L1: 4.224 D_real: 0.147 D_fake: 0.161 +(epoch: 112, iters: 50924, time: 0.303, data: 0.020) G_GAN: 4.442 G_L1: 4.446 D_real: 0.002 D_fake: 0.064 +(epoch: 112, iters: 51024, time: 0.427, data: 0.020) G_GAN: 5.120 G_L1: 4.525 D_real: 0.007 D_fake: 0.031 +(epoch: 112, iters: 51124, time: 0.294, data: 0.019) G_GAN: 2.742 G_L1: 3.398 D_real: 0.125 D_fake: 0.210 +(epoch: 112, iters: 51224, time: 0.304, data: 0.020) G_GAN: 2.738 G_L1: 3.837 D_real: 0.752 D_fake: 0.272 +(epoch: 112, iters: 51324, time: 0.301, data: 0.021) G_GAN: 3.598 G_L1: 4.199 D_real: 0.012 D_fake: 0.084 +(epoch: 112, iters: 51424, time: 0.378, data: 0.019) G_GAN: 4.500 G_L1: 3.128 D_real: 0.171 D_fake: 0.062 +(epoch: 112, iters: 51524, time: 0.297, data: 0.019) G_GAN: 1.690 G_L1: 3.479 D_real: 0.184 D_fake: 0.702 +(epoch: 112, iters: 51624, time: 0.298, data: 0.020) G_GAN: 2.983 G_L1: 4.847 D_real: 0.591 D_fake: 0.299 +(epoch: 112, iters: 51724, time: 0.302, data: 0.019) G_GAN: 4.506 G_L1: 5.334 D_real: 0.017 D_fake: 0.084 +(epoch: 112, iters: 51824, time: 0.409, data: 0.019) G_GAN: 4.814 G_L1: 3.746 D_real: 0.067 D_fake: 0.026 +(epoch: 112, iters: 51924, time: 0.302, data: 0.020) G_GAN: 2.972 G_L1: 3.446 D_real: 0.276 D_fake: 0.174 +(epoch: 112, iters: 52024, time: 0.303, data: 0.019) G_GAN: 3.925 G_L1: 3.957 D_real: 0.403 D_fake: 0.128 +(epoch: 112, iters: 52124, time: 0.302, data: 0.020) G_GAN: 4.579 G_L1: 2.943 D_real: 0.007 D_fake: 0.052 +(epoch: 112, iters: 52224, time: 0.624, data: 0.020) G_GAN: 2.895 G_L1: 3.137 D_real: 0.048 D_fake: 0.252 +(epoch: 112, iters: 52324, time: 0.302, data: 0.019) G_GAN: 4.682 G_L1: 3.925 D_real: 0.210 D_fake: 0.046 +(epoch: 112, iters: 52424, time: 0.300, data: 0.020) G_GAN: 3.464 G_L1: 4.247 D_real: 0.027 D_fake: 0.165 +(epoch: 112, iters: 52524, time: 0.292, data: 0.019) G_GAN: 4.169 G_L1: 3.641 D_real: 0.015 D_fake: 0.114 +(epoch: 112, iters: 52624, time: 0.420, data: 0.019) G_GAN: 4.249 G_L1: 3.793 D_real: 0.222 D_fake: 0.107 +(epoch: 112, iters: 52724, time: 0.295, data: 0.020) G_GAN: 3.941 G_L1: 3.815 D_real: 0.091 D_fake: 0.113 +(epoch: 112, iters: 52824, time: 0.283, data: 0.020) G_GAN: 3.004 G_L1: 5.752 D_real: 0.014 D_fake: 0.248 +(epoch: 112, iters: 52924, time: 0.295, data: 0.016) G_GAN: 4.298 G_L1: 5.539 D_real: 0.065 D_fake: 0.054 +(epoch: 112, iters: 53024, time: 0.419, data: 0.017) G_GAN: 4.094 G_L1: 5.542 D_real: 0.664 D_fake: 0.038 +(epoch: 112, iters: 53124, time: 0.306, data: 0.019) G_GAN: 3.324 G_L1: 3.178 D_real: 0.058 D_fake: 0.267 +(epoch: 112, iters: 53224, time: 0.305, data: 0.020) G_GAN: 4.048 G_L1: 3.681 D_real: 0.193 D_fake: 0.058 +(epoch: 112, iters: 53324, time: 0.294, data: 0.019) G_GAN: 3.905 G_L1: 3.190 D_real: 0.110 D_fake: 0.094 +(epoch: 112, iters: 53424, time: 0.414, data: 0.019) G_GAN: 4.113 G_L1: 3.944 D_real: 0.078 D_fake: 0.047 +(epoch: 112, iters: 53524, time: 0.289, data: 0.020) G_GAN: 3.106 G_L1: 3.273 D_real: 0.045 D_fake: 0.171 +(epoch: 112, iters: 53624, time: 0.301, data: 0.018) G_GAN: 3.531 G_L1: 2.510 D_real: 0.082 D_fake: 0.097 +(epoch: 112, iters: 53724, time: 0.304, data: 0.019) G_GAN: 5.118 G_L1: 4.731 D_real: 0.033 D_fake: 0.027 +(epoch: 112, iters: 53824, time: 0.404, data: 0.020) G_GAN: 4.078 G_L1: 3.108 D_real: 0.251 D_fake: 0.067 +(epoch: 112, iters: 53924, time: 0.301, data: 0.019) G_GAN: 2.970 G_L1: 3.663 D_real: 0.058 D_fake: 0.229 +(epoch: 112, iters: 54024, time: 0.304, data: 0.023) G_GAN: 4.741 G_L1: 4.045 D_real: 0.079 D_fake: 0.071 +(epoch: 112, iters: 54124, time: 0.301, data: 0.020) G_GAN: 5.381 G_L1: 3.997 D_real: 0.025 D_fake: 0.029 +(epoch: 112, iters: 54224, time: 0.696, data: 0.020) G_GAN: 3.348 G_L1: 4.903 D_real: 0.401 D_fake: 0.123 +(epoch: 112, iters: 54324, time: 0.303, data: 0.019) G_GAN: 2.906 G_L1: 3.761 D_real: 0.129 D_fake: 0.232 +(epoch: 112, iters: 54424, time: 0.301, data: 0.019) G_GAN: 2.799 G_L1: 3.545 D_real: 0.162 D_fake: 0.253 +(epoch: 112, iters: 54524, time: 0.294, data: 0.019) G_GAN: 3.218 G_L1: 2.902 D_real: 0.275 D_fake: 0.136 +(epoch: 112, iters: 54624, time: 0.418, data: 0.019) G_GAN: 3.208 G_L1: 3.134 D_real: 0.061 D_fake: 0.190 +(epoch: 112, iters: 54724, time: 0.295, data: 0.020) G_GAN: 3.188 G_L1: 3.190 D_real: 0.497 D_fake: 0.084 +(epoch: 112, iters: 54824, time: 0.296, data: 0.021) G_GAN: 3.098 G_L1: 4.174 D_real: 0.184 D_fake: 0.168 +(epoch: 112, iters: 54924, time: 0.302, data: 0.021) G_GAN: 3.335 G_L1: 3.623 D_real: 0.202 D_fake: 0.152 +(epoch: 112, iters: 55024, time: 0.420, data: 0.020) G_GAN: 4.672 G_L1: 4.290 D_real: 0.041 D_fake: 0.049 +(epoch: 112, iters: 55124, time: 0.305, data: 0.020) G_GAN: 3.083 G_L1: 2.976 D_real: 0.001 D_fake: 0.991 +(epoch: 112, iters: 55224, time: 0.293, data: 0.020) G_GAN: 3.971 G_L1: 3.723 D_real: 0.009 D_fake: 0.134 +(epoch: 112, iters: 55324, time: 0.289, data: 0.020) G_GAN: 5.015 G_L1: 2.838 D_real: 0.039 D_fake: 0.024 +(epoch: 112, iters: 55424, time: 0.412, data: 0.019) G_GAN: 4.574 G_L1: 3.862 D_real: 0.372 D_fake: 0.061 +(epoch: 112, iters: 55524, time: 0.297, data: 0.019) G_GAN: 2.769 G_L1: 3.761 D_real: 0.334 D_fake: 0.235 +(epoch: 112, iters: 55624, time: 0.306, data: 0.020) G_GAN: 2.937 G_L1: 3.405 D_real: 0.034 D_fake: 0.129 +(epoch: 112, iters: 55724, time: 0.299, data: 0.020) G_GAN: 4.798 G_L1: 5.204 D_real: 0.231 D_fake: 0.031 +(epoch: 112, iters: 55824, time: 0.420, data: 0.020) G_GAN: 4.116 G_L1: 2.578 D_real: 0.162 D_fake: 0.093 +(epoch: 112, iters: 55924, time: 0.304, data: 0.027) G_GAN: 2.708 G_L1: 3.342 D_real: 0.224 D_fake: 0.338 +(epoch: 112, iters: 56024, time: 0.302, data: 0.019) G_GAN: 2.819 G_L1: 3.608 D_real: 0.077 D_fake: 0.257 +(epoch: 112, iters: 56124, time: 0.307, data: 0.020) G_GAN: 3.788 G_L1: 3.980 D_real: 0.069 D_fake: 0.156 +(epoch: 112, iters: 56224, time: 0.627, data: 0.020) G_GAN: 3.165 G_L1: 2.190 D_real: 0.002 D_fake: 0.151 +(epoch: 112, iters: 56324, time: 0.303, data: 0.020) G_GAN: 3.244 G_L1: 4.348 D_real: 0.186 D_fake: 0.095 +(epoch: 112, iters: 56424, time: 0.296, data: 0.020) G_GAN: 2.976 G_L1: 4.854 D_real: 0.101 D_fake: 0.213 +(epoch: 112, iters: 56524, time: 0.302, data: 0.019) G_GAN: 4.687 G_L1: 7.209 D_real: 0.031 D_fake: 0.069 +(epoch: 112, iters: 56624, time: 0.424, data: 0.023) G_GAN: 3.695 G_L1: 3.042 D_real: 0.000 D_fake: 0.064 +(epoch: 112, iters: 56724, time: 0.296, data: 0.020) G_GAN: 4.124 G_L1: 4.207 D_real: 0.169 D_fake: 0.489 +(epoch: 112, iters: 56824, time: 0.298, data: 0.020) G_GAN: 3.612 G_L1: 2.538 D_real: 0.074 D_fake: 0.098 +(epoch: 112, iters: 56924, time: 0.300, data: 0.020) G_GAN: 3.009 G_L1: 3.049 D_real: 0.116 D_fake: 0.221 +(epoch: 112, iters: 57024, time: 0.392, data: 0.019) G_GAN: 3.381 G_L1: 2.431 D_real: 0.171 D_fake: 0.088 +(epoch: 112, iters: 57124, time: 0.298, data: 0.019) G_GAN: 2.780 G_L1: 4.230 D_real: 0.009 D_fake: 0.297 +(epoch: 112, iters: 57224, time: 0.293, data: 0.021) G_GAN: 3.507 G_L1: 4.178 D_real: 0.611 D_fake: 0.117 +(epoch: 112, iters: 57324, time: 0.295, data: 0.020) G_GAN: 4.100 G_L1: 4.360 D_real: 0.172 D_fake: 0.082 +(epoch: 112, iters: 57424, time: 0.429, data: 0.019) G_GAN: 2.517 G_L1: 3.244 D_real: 0.310 D_fake: 0.285 +(epoch: 112, iters: 57524, time: 0.297, data: 0.020) G_GAN: 3.879 G_L1: 3.610 D_real: 0.021 D_fake: 0.170 +(epoch: 112, iters: 57624, time: 0.305, data: 0.020) G_GAN: 3.241 G_L1: 3.695 D_real: 0.020 D_fake: 0.101 +(epoch: 112, iters: 57724, time: 0.305, data: 0.022) G_GAN: 2.835 G_L1: 4.455 D_real: 0.023 D_fake: 0.177 +(epoch: 112, iters: 57824, time: 0.417, data: 0.019) G_GAN: 3.451 G_L1: 4.074 D_real: 0.094 D_fake: 0.091 +(epoch: 112, iters: 57924, time: 0.304, data: 0.019) G_GAN: 4.907 G_L1: 3.975 D_real: 0.051 D_fake: 0.037 +(epoch: 112, iters: 58024, time: 0.292, data: 0.021) G_GAN: 4.395 G_L1: 3.645 D_real: 0.006 D_fake: 0.056 +(epoch: 112, iters: 58124, time: 0.301, data: 0.018) G_GAN: 4.649 G_L1: 4.334 D_real: 0.180 D_fake: 0.027 +(epoch: 112, iters: 58224, time: 0.683, data: 0.021) G_GAN: 5.094 G_L1: 2.966 D_real: 0.011 D_fake: 0.023 +(epoch: 112, iters: 58324, time: 0.291, data: 0.020) G_GAN: 3.738 G_L1: 3.246 D_real: 0.256 D_fake: 0.065 +(epoch: 112, iters: 58424, time: 0.301, data: 0.018) G_GAN: 2.960 G_L1: 3.325 D_real: 0.010 D_fake: 0.230 +(epoch: 112, iters: 58524, time: 0.296, data: 0.021) G_GAN: 3.763 G_L1: 3.976 D_real: 0.051 D_fake: 0.076 +(epoch: 112, iters: 58624, time: 0.425, data: 0.019) G_GAN: 4.530 G_L1: 7.315 D_real: 0.113 D_fake: 0.041 +(epoch: 112, iters: 58724, time: 0.286, data: 0.018) G_GAN: 3.020 G_L1: 3.252 D_real: 0.025 D_fake: 0.339 +(epoch: 112, iters: 58824, time: 0.296, data: 0.018) G_GAN: 3.173 G_L1: 2.359 D_real: 0.265 D_fake: 0.139 +(epoch: 112, iters: 58924, time: 0.285, data: 0.020) G_GAN: 5.464 G_L1: 6.434 D_real: 0.042 D_fake: 0.023 +(epoch: 112, iters: 59024, time: 0.418, data: 0.020) G_GAN: 3.736 G_L1: 3.743 D_real: 0.381 D_fake: 0.150 +(epoch: 112, iters: 59124, time: 0.294, data: 0.021) G_GAN: 3.131 G_L1: 2.654 D_real: 0.531 D_fake: 0.077 +(epoch: 112, iters: 59224, time: 0.300, data: 0.020) G_GAN: 3.245 G_L1: 3.305 D_real: 0.137 D_fake: 0.342 +(epoch: 112, iters: 59324, time: 0.299, data: 0.019) G_GAN: 4.600 G_L1: 4.727 D_real: 0.002 D_fake: 0.072 +(epoch: 112, iters: 59424, time: 0.392, data: 0.019) G_GAN: 2.124 G_L1: 3.465 D_real: 0.121 D_fake: 0.409 +(epoch: 112, iters: 59524, time: 0.301, data: 0.022) G_GAN: 2.995 G_L1: 2.944 D_real: 0.567 D_fake: 0.161 +(epoch: 112, iters: 59624, time: 0.292, data: 0.020) G_GAN: 2.294 G_L1: 3.163 D_real: 0.156 D_fake: 0.624 +(epoch: 112, iters: 59724, time: 0.293, data: 0.021) G_GAN: 3.452 G_L1: 3.227 D_real: 0.460 D_fake: 0.062 +(epoch: 112, iters: 59824, time: 0.401, data: 0.019) G_GAN: 5.245 G_L1: 4.598 D_real: 0.075 D_fake: 0.050 +(epoch: 112, iters: 59924, time: 0.312, data: 0.018) G_GAN: 2.306 G_L1: 2.989 D_real: 0.125 D_fake: 0.324 +(epoch: 113, iters: 8, time: 0.296, data: 0.019) G_GAN: 2.754 G_L1: 4.578 D_real: 0.029 D_fake: 0.450 +(epoch: 113, iters: 108, time: 0.294, data: 0.020) G_GAN: 3.902 G_L1: 3.500 D_real: 0.374 D_fake: 0.972 +(epoch: 113, iters: 208, time: 0.642, data: 0.020) G_GAN: 2.795 G_L1: 4.009 D_real: 0.027 D_fake: 0.400 +(epoch: 113, iters: 308, time: 0.305, data: 0.019) G_GAN: 4.317 G_L1: 5.917 D_real: 0.077 D_fake: 0.058 +(epoch: 113, iters: 408, time: 0.291, data: 0.020) G_GAN: 3.969 G_L1: 3.301 D_real: 0.169 D_fake: 0.085 +(epoch: 113, iters: 508, time: 0.295, data: 0.018) G_GAN: 4.365 G_L1: 3.319 D_real: 0.203 D_fake: 0.122 +(epoch: 113, iters: 608, time: 0.416, data: 0.019) G_GAN: 3.778 G_L1: 4.688 D_real: 0.001 D_fake: 0.069 +(epoch: 113, iters: 708, time: 0.290, data: 0.020) G_GAN: 6.397 G_L1: 3.694 D_real: 0.241 D_fake: 0.012 +(epoch: 113, iters: 808, time: 0.307, data: 0.018) G_GAN: 3.653 G_L1: 4.487 D_real: 0.017 D_fake: 0.315 +(epoch: 113, iters: 908, time: 0.296, data: 0.022) G_GAN: 5.466 G_L1: 4.855 D_real: 0.360 D_fake: 0.044 +(epoch: 113, iters: 1008, time: 0.392, data: 0.019) G_GAN: 3.259 G_L1: 3.470 D_real: 0.012 D_fake: 0.131 +(epoch: 113, iters: 1108, time: 0.302, data: 0.018) G_GAN: 4.101 G_L1: 3.463 D_real: 0.035 D_fake: 0.284 +(epoch: 113, iters: 1208, time: 0.302, data: 0.020) G_GAN: 4.615 G_L1: 3.811 D_real: 0.039 D_fake: 0.109 +(epoch: 113, iters: 1308, time: 0.293, data: 0.022) G_GAN: 4.767 G_L1: 3.465 D_real: 0.162 D_fake: 0.028 +(epoch: 113, iters: 1408, time: 0.391, data: 0.019) G_GAN: 4.338 G_L1: 3.193 D_real: 0.113 D_fake: 0.135 +(epoch: 113, iters: 1508, time: 0.299, data: 0.019) G_GAN: 4.335 G_L1: 4.633 D_real: 0.063 D_fake: 0.073 +(epoch: 113, iters: 1608, time: 0.303, data: 0.020) G_GAN: 4.878 G_L1: 3.005 D_real: 0.287 D_fake: 0.075 +(epoch: 113, iters: 1708, time: 0.299, data: 0.022) G_GAN: 4.163 G_L1: 3.539 D_real: 0.023 D_fake: 0.133 +(epoch: 113, iters: 1808, time: 0.429, data: 0.020) G_GAN: 3.211 G_L1: 5.346 D_real: 0.076 D_fake: 0.141 +(epoch: 113, iters: 1908, time: 0.278, data: 0.020) G_GAN: 3.399 G_L1: 3.902 D_real: 0.014 D_fake: 0.132 +(epoch: 113, iters: 2008, time: 0.299, data: 0.020) G_GAN: 2.761 G_L1: 3.803 D_real: 0.452 D_fake: 0.206 +(epoch: 113, iters: 2108, time: 0.292, data: 0.021) G_GAN: 3.050 G_L1: 4.661 D_real: 0.211 D_fake: 0.154 +(epoch: 113, iters: 2208, time: 0.677, data: 0.019) G_GAN: 4.481 G_L1: 3.719 D_real: 0.051 D_fake: 0.074 +(epoch: 113, iters: 2308, time: 0.303, data: 0.019) G_GAN: 4.179 G_L1: 3.421 D_real: 0.039 D_fake: 0.086 +(epoch: 113, iters: 2408, time: 0.301, data: 0.020) G_GAN: 4.219 G_L1: 4.347 D_real: 0.230 D_fake: 0.049 +(epoch: 113, iters: 2508, time: 0.295, data: 0.022) G_GAN: 3.618 G_L1: 3.728 D_real: 0.008 D_fake: 0.147 +(epoch: 113, iters: 2608, time: 0.418, data: 0.021) G_GAN: 5.096 G_L1: 4.168 D_real: 0.040 D_fake: 0.040 +(epoch: 113, iters: 2708, time: 0.284, data: 0.020) G_GAN: 4.363 G_L1: 4.577 D_real: 0.018 D_fake: 0.063 +(epoch: 113, iters: 2808, time: 0.298, data: 0.017) G_GAN: 4.517 G_L1: 3.139 D_real: 0.089 D_fake: 0.033 +(epoch: 113, iters: 2908, time: 0.295, data: 0.023) G_GAN: 2.670 G_L1: 3.490 D_real: 0.034 D_fake: 0.346 +(epoch: 113, iters: 3008, time: 0.406, data: 0.019) G_GAN: 3.049 G_L1: 3.188 D_real: 0.168 D_fake: 0.438 +(epoch: 113, iters: 3108, time: 0.290, data: 0.019) G_GAN: 2.598 G_L1: 3.265 D_real: 0.064 D_fake: 0.186 +(epoch: 113, iters: 3208, time: 0.291, data: 0.018) G_GAN: 4.239 G_L1: 3.148 D_real: 0.513 D_fake: 0.043 +(epoch: 113, iters: 3308, time: 0.302, data: 0.021) G_GAN: 3.203 G_L1: 3.991 D_real: 0.017 D_fake: 0.181 +(epoch: 113, iters: 3408, time: 0.376, data: 0.023) G_GAN: 5.862 G_L1: 4.473 D_real: 0.372 D_fake: 0.052 +(epoch: 113, iters: 3508, time: 0.305, data: 0.019) G_GAN: 4.617 G_L1: 4.181 D_real: 0.384 D_fake: 0.061 +(epoch: 113, iters: 3608, time: 0.302, data: 0.021) G_GAN: 3.737 G_L1: 5.084 D_real: 0.104 D_fake: 0.077 +(epoch: 113, iters: 3708, time: 0.304, data: 0.022) G_GAN: 2.862 G_L1: 3.843 D_real: 0.124 D_fake: 0.286 +(epoch: 113, iters: 3808, time: 0.427, data: 0.020) G_GAN: 4.930 G_L1: 3.781 D_real: 0.034 D_fake: 0.099 +(epoch: 113, iters: 3908, time: 0.309, data: 0.023) G_GAN: 3.400 G_L1: 2.466 D_real: 0.002 D_fake: 0.150 +(epoch: 113, iters: 4008, time: 0.301, data: 0.020) G_GAN: 3.902 G_L1: 2.606 D_real: 0.353 D_fake: 0.059 +(epoch: 113, iters: 4108, time: 0.304, data: 0.022) G_GAN: 2.163 G_L1: 3.608 D_real: 0.215 D_fake: 0.417 +(epoch: 113, iters: 4208, time: 0.618, data: 0.020) G_GAN: 4.023 G_L1: 4.726 D_real: 0.173 D_fake: 0.086 +(epoch: 113, iters: 4308, time: 0.305, data: 0.018) G_GAN: 5.048 G_L1: 7.004 D_real: 0.008 D_fake: 0.084 +(epoch: 113, iters: 4408, time: 0.300, data: 0.018) G_GAN: 5.158 G_L1: 6.586 D_real: 0.004 D_fake: 0.052 +(epoch: 113, iters: 4508, time: 0.305, data: 0.021) G_GAN: 4.601 G_L1: 3.371 D_real: 0.332 D_fake: 0.045 +(epoch: 113, iters: 4608, time: 0.408, data: 0.020) G_GAN: 4.768 G_L1: 4.581 D_real: 0.251 D_fake: 0.032 +(epoch: 113, iters: 4708, time: 0.294, data: 0.018) G_GAN: 4.542 G_L1: 3.301 D_real: 0.034 D_fake: 0.348 +(epoch: 113, iters: 4808, time: 0.304, data: 0.018) G_GAN: 2.585 G_L1: 2.600 D_real: 0.090 D_fake: 0.510 +(epoch: 113, iters: 4908, time: 0.291, data: 0.021) G_GAN: 3.190 G_L1: 5.183 D_real: 0.039 D_fake: 0.165 +(epoch: 113, iters: 5008, time: 0.408, data: 0.019) G_GAN: 4.102 G_L1: 3.443 D_real: 0.031 D_fake: 0.063 +(epoch: 113, iters: 5108, time: 0.299, data: 0.018) G_GAN: 3.571 G_L1: 3.141 D_real: 0.005 D_fake: 0.096 +(epoch: 113, iters: 5208, time: 0.301, data: 0.022) G_GAN: 3.929 G_L1: 3.068 D_real: 0.018 D_fake: 0.161 +(epoch: 113, iters: 5308, time: 0.296, data: 0.019) G_GAN: 3.585 G_L1: 3.679 D_real: 0.300 D_fake: 0.061 +(epoch: 113, iters: 5408, time: 0.411, data: 0.018) G_GAN: 3.407 G_L1: 4.158 D_real: 0.149 D_fake: 0.142 +(epoch: 113, iters: 5508, time: 0.297, data: 0.019) G_GAN: 2.853 G_L1: 4.036 D_real: 0.356 D_fake: 0.149 +(epoch: 113, iters: 5608, time: 0.292, data: 0.019) G_GAN: 4.537 G_L1: 4.332 D_real: 0.072 D_fake: 0.041 +(epoch: 113, iters: 5708, time: 0.295, data: 0.020) G_GAN: 2.516 G_L1: 3.244 D_real: 0.128 D_fake: 0.176 +(epoch: 113, iters: 5808, time: 0.414, data: 0.019) G_GAN: 2.448 G_L1: 4.077 D_real: 0.062 D_fake: 0.253 +(epoch: 113, iters: 5908, time: 0.289, data: 0.019) G_GAN: 2.608 G_L1: 3.392 D_real: 0.714 D_fake: 0.337 +(epoch: 113, iters: 6008, time: 0.303, data: 0.020) G_GAN: 4.122 G_L1: 5.862 D_real: 0.295 D_fake: 0.092 +(epoch: 113, iters: 6108, time: 0.293, data: 0.019) G_GAN: 2.173 G_L1: 3.377 D_real: 0.173 D_fake: 0.355 +(epoch: 113, iters: 6208, time: 0.681, data: 0.019) G_GAN: 6.213 G_L1: 3.205 D_real: 0.210 D_fake: 0.108 +(epoch: 113, iters: 6308, time: 0.300, data: 0.021) G_GAN: 4.822 G_L1: 3.853 D_real: 0.002 D_fake: 0.040 +(epoch: 113, iters: 6408, time: 0.295, data: 0.020) G_GAN: 3.439 G_L1: 4.089 D_real: 0.094 D_fake: 0.081 +(epoch: 113, iters: 6508, time: 0.303, data: 0.021) G_GAN: 3.545 G_L1: 3.106 D_real: 0.140 D_fake: 0.352 +(epoch: 113, iters: 6608, time: 0.425, data: 0.021) G_GAN: 2.819 G_L1: 4.614 D_real: 0.006 D_fake: 0.207 +(epoch: 113, iters: 6708, time: 0.304, data: 0.018) G_GAN: 5.373 G_L1: 6.827 D_real: 0.005 D_fake: 0.040 +(epoch: 113, iters: 6808, time: 0.299, data: 0.019) G_GAN: 3.779 G_L1: 3.727 D_real: 0.087 D_fake: 0.282 +(epoch: 113, iters: 6908, time: 0.302, data: 0.019) G_GAN: 5.068 G_L1: 8.317 D_real: 0.343 D_fake: 0.032 +(epoch: 113, iters: 7008, time: 0.376, data: 0.021) G_GAN: 3.461 G_L1: 4.022 D_real: 0.473 D_fake: 0.065 +(epoch: 113, iters: 7108, time: 0.299, data: 0.019) G_GAN: 4.131 G_L1: 3.397 D_real: 0.274 D_fake: 0.084 +(epoch: 113, iters: 7208, time: 0.297, data: 0.019) G_GAN: 3.199 G_L1: 2.479 D_real: 0.163 D_fake: 0.266 +(epoch: 113, iters: 7308, time: 0.303, data: 0.021) G_GAN: 2.567 G_L1: 5.104 D_real: 0.614 D_fake: 0.256 +(epoch: 113, iters: 7408, time: 0.405, data: 0.020) G_GAN: 4.134 G_L1: 4.805 D_real: 0.104 D_fake: 0.079 +(epoch: 113, iters: 7508, time: 0.307, data: 0.020) G_GAN: 5.015 G_L1: 6.414 D_real: 0.025 D_fake: 0.183 +(epoch: 113, iters: 7608, time: 0.304, data: 0.019) G_GAN: 2.757 G_L1: 2.830 D_real: 0.123 D_fake: 0.264 +(epoch: 113, iters: 7708, time: 0.310, data: 0.020) G_GAN: 2.565 G_L1: 2.801 D_real: 0.085 D_fake: 0.350 +(epoch: 113, iters: 7808, time: 0.418, data: 0.022) G_GAN: 3.626 G_L1: 4.129 D_real: 0.135 D_fake: 0.109 +(epoch: 113, iters: 7908, time: 0.301, data: 0.019) G_GAN: 2.775 G_L1: 3.541 D_real: 0.333 D_fake: 0.174 +(epoch: 113, iters: 8008, time: 0.302, data: 0.021) G_GAN: 4.116 G_L1: 2.702 D_real: 0.092 D_fake: 0.074 +(epoch: 113, iters: 8108, time: 0.300, data: 0.019) G_GAN: 3.466 G_L1: 3.597 D_real: 0.484 D_fake: 0.103 +(epoch: 113, iters: 8208, time: 0.691, data: 0.019) G_GAN: 4.189 G_L1: 3.299 D_real: 0.252 D_fake: 0.099 +(epoch: 113, iters: 8308, time: 0.292, data: 0.020) G_GAN: 3.432 G_L1: 3.064 D_real: 0.563 D_fake: 0.189 +(epoch: 113, iters: 8408, time: 0.294, data: 0.017) G_GAN: 3.527 G_L1: 4.493 D_real: 0.053 D_fake: 0.093 +(epoch: 113, iters: 8508, time: 0.283, data: 0.021) G_GAN: 4.097 G_L1: 2.888 D_real: 0.099 D_fake: 0.090 +(epoch: 113, iters: 8608, time: 0.427, data: 0.016) G_GAN: 5.753 G_L1: 3.745 D_real: 0.008 D_fake: 0.116 +(epoch: 113, iters: 8708, time: 0.287, data: 0.019) G_GAN: 3.358 G_L1: 3.227 D_real: 0.076 D_fake: 0.107 +(epoch: 113, iters: 8808, time: 0.295, data: 0.024) G_GAN: 2.951 G_L1: 3.665 D_real: 0.087 D_fake: 0.209 +(epoch: 113, iters: 8908, time: 0.283, data: 0.018) G_GAN: 3.962 G_L1: 5.816 D_real: 0.050 D_fake: 0.175 +(epoch: 113, iters: 9008, time: 0.373, data: 0.017) G_GAN: 2.938 G_L1: 2.379 D_real: 0.277 D_fake: 0.122 +(epoch: 113, iters: 9108, time: 0.290, data: 0.018) G_GAN: 2.775 G_L1: 3.503 D_real: 0.454 D_fake: 0.140 +(epoch: 113, iters: 9208, time: 0.283, data: 0.019) G_GAN: 4.796 G_L1: 3.486 D_real: 0.119 D_fake: 0.072 +(epoch: 113, iters: 9308, time: 0.289, data: 0.019) G_GAN: 3.973 G_L1: 3.153 D_real: 0.045 D_fake: 0.054 +(epoch: 113, iters: 9408, time: 0.413, data: 0.021) G_GAN: 5.039 G_L1: 5.074 D_real: 0.128 D_fake: 0.032 +(epoch: 113, iters: 9508, time: 0.293, data: 0.020) G_GAN: 1.866 G_L1: 3.363 D_real: 0.160 D_fake: 0.426 +(epoch: 113, iters: 9608, time: 0.294, data: 0.019) G_GAN: 5.094 G_L1: 4.056 D_real: 0.060 D_fake: 0.037 +(epoch: 113, iters: 9708, time: 0.295, data: 0.019) G_GAN: 3.132 G_L1: 4.003 D_real: 0.841 D_fake: 0.129 +(epoch: 113, iters: 9808, time: 0.414, data: 0.019) G_GAN: 2.954 G_L1: 3.741 D_real: 0.559 D_fake: 0.325 +(epoch: 113, iters: 9908, time: 0.295, data: 0.020) G_GAN: 6.269 G_L1: 4.140 D_real: 0.014 D_fake: 0.010 +(epoch: 113, iters: 10008, time: 0.292, data: 0.018) G_GAN: 5.335 G_L1: 3.925 D_real: 0.012 D_fake: 0.029 +(epoch: 113, iters: 10108, time: 0.282, data: 0.019) G_GAN: 3.871 G_L1: 3.541 D_real: 0.007 D_fake: 0.048 +(epoch: 113, iters: 10208, time: 0.680, data: 0.017) G_GAN: 4.923 G_L1: 3.553 D_real: 0.022 D_fake: 0.024 +(epoch: 113, iters: 10308, time: 0.289, data: 0.020) G_GAN: 2.272 G_L1: 4.210 D_real: 0.072 D_fake: 0.361 +(epoch: 113, iters: 10408, time: 0.297, data: 0.017) G_GAN: 5.357 G_L1: 3.402 D_real: 0.226 D_fake: 0.050 +(epoch: 113, iters: 10508, time: 0.297, data: 0.019) G_GAN: 6.372 G_L1: 4.645 D_real: 0.146 D_fake: 0.038 +(epoch: 113, iters: 10608, time: 0.401, data: 0.019) G_GAN: 5.769 G_L1: 3.815 D_real: 0.146 D_fake: 0.063 +(epoch: 113, iters: 10708, time: 0.294, data: 0.018) G_GAN: 4.950 G_L1: 2.876 D_real: 0.177 D_fake: 0.135 +(epoch: 113, iters: 10808, time: 0.284, data: 0.020) G_GAN: 2.911 G_L1: 3.006 D_real: 0.408 D_fake: 0.120 +(epoch: 113, iters: 10908, time: 0.269, data: 0.018) G_GAN: 3.067 G_L1: 3.047 D_real: 0.305 D_fake: 0.143 +(epoch: 113, iters: 11008, time: 0.409, data: 0.017) G_GAN: 3.123 G_L1: 4.527 D_real: 0.117 D_fake: 0.338 +(epoch: 113, iters: 11108, time: 0.300, data: 0.017) G_GAN: 3.303 G_L1: 2.681 D_real: 0.238 D_fake: 0.097 +(epoch: 113, iters: 11208, time: 0.294, data: 0.020) G_GAN: 2.693 G_L1: 3.864 D_real: 0.014 D_fake: 0.205 +(epoch: 113, iters: 11308, time: 0.291, data: 0.019) G_GAN: 2.163 G_L1: 4.615 D_real: 0.121 D_fake: 0.335 +(epoch: 113, iters: 11408, time: 0.383, data: 0.019) G_GAN: 4.435 G_L1: 4.157 D_real: 0.017 D_fake: 0.036 +(epoch: 113, iters: 11508, time: 0.294, data: 0.016) G_GAN: 3.761 G_L1: 2.993 D_real: 0.087 D_fake: 0.084 +(epoch: 113, iters: 11608, time: 0.282, data: 0.018) G_GAN: 3.138 G_L1: 3.448 D_real: 0.284 D_fake: 0.088 +(epoch: 113, iters: 11708, time: 0.291, data: 0.018) G_GAN: 5.486 G_L1: 5.460 D_real: 0.093 D_fake: 0.040 +(epoch: 113, iters: 11808, time: 0.388, data: 0.017) G_GAN: 3.941 G_L1: 4.313 D_real: 0.003 D_fake: 0.071 +(epoch: 113, iters: 11908, time: 0.288, data: 0.022) G_GAN: 3.781 G_L1: 3.444 D_real: 0.144 D_fake: 0.103 +(epoch: 113, iters: 12008, time: 0.292, data: 0.019) G_GAN: 4.606 G_L1: 3.803 D_real: 0.177 D_fake: 0.034 +(epoch: 113, iters: 12108, time: 0.297, data: 0.019) G_GAN: 4.065 G_L1: 2.623 D_real: 0.429 D_fake: 0.193 +(epoch: 113, iters: 12208, time: 0.658, data: 0.020) G_GAN: 3.068 G_L1: 4.128 D_real: 0.393 D_fake: 0.199 +(epoch: 113, iters: 12308, time: 0.292, data: 0.016) G_GAN: 3.190 G_L1: 2.476 D_real: 0.073 D_fake: 0.423 +(epoch: 113, iters: 12408, time: 0.291, data: 0.020) G_GAN: 5.224 G_L1: 3.559 D_real: 0.013 D_fake: 0.105 +(epoch: 113, iters: 12508, time: 0.298, data: 0.018) G_GAN: 4.892 G_L1: 4.873 D_real: 0.110 D_fake: 0.048 +(epoch: 113, iters: 12608, time: 0.417, data: 0.019) G_GAN: 5.336 G_L1: 6.806 D_real: 0.159 D_fake: 0.032 +(epoch: 113, iters: 12708, time: 0.291, data: 0.018) G_GAN: 5.420 G_L1: 3.436 D_real: 0.023 D_fake: 0.013 +(epoch: 113, iters: 12808, time: 0.277, data: 0.019) G_GAN: 5.252 G_L1: 3.261 D_real: 0.060 D_fake: 0.022 +(epoch: 113, iters: 12908, time: 0.287, data: 0.015) G_GAN: 4.127 G_L1: 3.725 D_real: 0.028 D_fake: 0.127 +(epoch: 113, iters: 13008, time: 0.388, data: 0.019) G_GAN: 3.335 G_L1: 4.390 D_real: 0.033 D_fake: 0.129 +(epoch: 113, iters: 13108, time: 0.292, data: 0.016) G_GAN: 2.989 G_L1: 2.944 D_real: 0.937 D_fake: 0.124 +(epoch: 113, iters: 13208, time: 0.271, data: 0.020) G_GAN: 3.430 G_L1: 5.011 D_real: 0.011 D_fake: 0.122 +(epoch: 113, iters: 13308, time: 0.297, data: 0.019) G_GAN: 5.678 G_L1: 4.811 D_real: 0.034 D_fake: 0.016 +(epoch: 113, iters: 13408, time: 0.414, data: 0.019) G_GAN: 4.859 G_L1: 4.755 D_real: 0.025 D_fake: 0.025 +(epoch: 113, iters: 13508, time: 0.295, data: 0.020) G_GAN: 3.231 G_L1: 3.743 D_real: 0.039 D_fake: 0.154 +(epoch: 113, iters: 13608, time: 0.289, data: 0.017) G_GAN: 5.285 G_L1: 3.181 D_real: 0.046 D_fake: 0.021 +(epoch: 113, iters: 13708, time: 0.288, data: 0.018) G_GAN: 4.573 G_L1: 3.161 D_real: 0.065 D_fake: 0.032 +(epoch: 113, iters: 13808, time: 0.382, data: 0.018) G_GAN: 2.485 G_L1: 3.280 D_real: 0.103 D_fake: 0.376 +(epoch: 113, iters: 13908, time: 0.292, data: 0.019) G_GAN: 5.022 G_L1: 3.530 D_real: 0.002 D_fake: 0.021 +(epoch: 113, iters: 14008, time: 0.292, data: 0.020) G_GAN: 4.571 G_L1: 2.566 D_real: 0.034 D_fake: 0.034 +(epoch: 113, iters: 14108, time: 0.290, data: 0.019) G_GAN: 5.441 G_L1: 4.091 D_real: 0.227 D_fake: 0.013 +(epoch: 113, iters: 14208, time: 0.683, data: 0.019) G_GAN: 2.934 G_L1: 4.067 D_real: 0.299 D_fake: 0.252 +(epoch: 113, iters: 14308, time: 0.297, data: 0.018) G_GAN: 5.237 G_L1: 3.522 D_real: 0.184 D_fake: 0.025 +(epoch: 113, iters: 14408, time: 0.297, data: 0.018) G_GAN: 3.338 G_L1: 4.465 D_real: 0.163 D_fake: 0.093 +(epoch: 113, iters: 14508, time: 0.276, data: 0.020) G_GAN: 3.266 G_L1: 2.906 D_real: 0.183 D_fake: 0.092 +(epoch: 113, iters: 14608, time: 0.422, data: 0.016) G_GAN: 5.303 G_L1: 2.958 D_real: 0.179 D_fake: 0.049 +(epoch: 113, iters: 14708, time: 0.279, data: 0.019) G_GAN: 4.112 G_L1: 2.246 D_real: 0.051 D_fake: 0.065 +(epoch: 113, iters: 14808, time: 0.293, data: 0.016) G_GAN: 4.071 G_L1: 5.833 D_real: 0.074 D_fake: 0.099 +(epoch: 113, iters: 14908, time: 0.291, data: 0.017) G_GAN: 4.529 G_L1: 5.724 D_real: 0.032 D_fake: 0.042 +(epoch: 113, iters: 15008, time: 0.394, data: 0.019) G_GAN: 3.115 G_L1: 3.651 D_real: 0.010 D_fake: 0.109 +(epoch: 113, iters: 15108, time: 0.288, data: 0.018) G_GAN: 3.960 G_L1: 2.507 D_real: 0.343 D_fake: 0.043 +(epoch: 113, iters: 15208, time: 0.284, data: 0.019) G_GAN: 3.664 G_L1: 3.066 D_real: 0.245 D_fake: 0.072 +(epoch: 113, iters: 15308, time: 0.297, data: 0.018) G_GAN: 3.084 G_L1: 3.378 D_real: 0.142 D_fake: 0.170 +(epoch: 113, iters: 15408, time: 0.371, data: 0.018) G_GAN: 4.754 G_L1: 3.618 D_real: 0.019 D_fake: 0.034 +(epoch: 113, iters: 15508, time: 0.295, data: 0.016) G_GAN: 3.645 G_L1: 10.606 D_real: 0.406 D_fake: 0.086 +(epoch: 113, iters: 15608, time: 0.294, data: 0.018) G_GAN: 3.793 G_L1: 3.335 D_real: 0.069 D_fake: 0.058 +(epoch: 113, iters: 15708, time: 0.296, data: 0.020) G_GAN: 4.026 G_L1: 3.337 D_real: 0.010 D_fake: 0.453 +(epoch: 113, iters: 15808, time: 0.421, data: 0.021) G_GAN: 4.779 G_L1: 5.078 D_real: 0.058 D_fake: 0.031 +(epoch: 113, iters: 15908, time: 0.295, data: 0.024) G_GAN: 3.700 G_L1: 3.717 D_real: 0.124 D_fake: 0.171 +(epoch: 113, iters: 16008, time: 0.294, data: 0.021) G_GAN: 3.281 G_L1: 6.494 D_real: 0.372 D_fake: 0.114 +(epoch: 113, iters: 16108, time: 0.295, data: 0.019) G_GAN: 4.308 G_L1: 2.881 D_real: 0.275 D_fake: 0.034 +(epoch: 113, iters: 16208, time: 0.657, data: 0.020) G_GAN: 5.778 G_L1: 3.851 D_real: 0.002 D_fake: 0.178 +(epoch: 113, iters: 16308, time: 0.273, data: 0.018) G_GAN: 1.913 G_L1: 3.940 D_real: 0.190 D_fake: 0.563 +(epoch: 113, iters: 16408, time: 0.295, data: 0.018) G_GAN: 3.470 G_L1: 3.697 D_real: 0.192 D_fake: 0.149 +(epoch: 113, iters: 16508, time: 0.295, data: 0.019) G_GAN: 3.096 G_L1: 3.197 D_real: 0.183 D_fake: 0.153 +(epoch: 113, iters: 16608, time: 0.393, data: 0.019) G_GAN: 3.348 G_L1: 2.419 D_real: 0.708 D_fake: 0.066 +(epoch: 113, iters: 16708, time: 0.289, data: 0.019) G_GAN: 4.320 G_L1: 4.259 D_real: 0.219 D_fake: 0.186 +(epoch: 113, iters: 16808, time: 0.284, data: 0.023) G_GAN: 4.177 G_L1: 3.100 D_real: 0.335 D_fake: 0.127 +(epoch: 113, iters: 16908, time: 0.293, data: 0.018) G_GAN: 4.762 G_L1: 3.199 D_real: 0.097 D_fake: 0.041 +(epoch: 113, iters: 17008, time: 0.413, data: 0.019) G_GAN: 4.508 G_L1: 5.461 D_real: 0.150 D_fake: 0.120 +(epoch: 113, iters: 17108, time: 0.299, data: 0.018) G_GAN: 3.042 G_L1: 3.365 D_real: 0.471 D_fake: 0.168 +(epoch: 113, iters: 17208, time: 0.282, data: 0.019) G_GAN: 3.610 G_L1: 2.919 D_real: 0.046 D_fake: 0.109 +(epoch: 113, iters: 17308, time: 0.296, data: 0.017) G_GAN: 3.110 G_L1: 5.895 D_real: 0.112 D_fake: 0.455 +(epoch: 113, iters: 17408, time: 0.397, data: 0.018) G_GAN: 4.537 G_L1: 2.701 D_real: 0.091 D_fake: 0.139 +(epoch: 113, iters: 17508, time: 0.293, data: 0.020) G_GAN: 3.895 G_L1: 3.703 D_real: 0.083 D_fake: 0.288 +(epoch: 113, iters: 17608, time: 0.283, data: 0.017) G_GAN: 4.927 G_L1: 5.651 D_real: 0.162 D_fake: 0.063 +(epoch: 113, iters: 17708, time: 0.295, data: 0.023) G_GAN: 3.821 G_L1: 4.704 D_real: 0.044 D_fake: 0.125 +(epoch: 113, iters: 17808, time: 0.414, data: 0.018) G_GAN: 3.214 G_L1: 4.094 D_real: 0.068 D_fake: 0.140 +(epoch: 113, iters: 17908, time: 0.287, data: 0.018) G_GAN: 3.016 G_L1: 2.903 D_real: 0.245 D_fake: 0.190 +(epoch: 113, iters: 18008, time: 0.299, data: 0.019) G_GAN: 3.605 G_L1: 3.910 D_real: 0.031 D_fake: 0.152 +(epoch: 113, iters: 18108, time: 0.296, data: 0.018) G_GAN: 2.988 G_L1: 3.226 D_real: 0.099 D_fake: 0.134 +(epoch: 113, iters: 18208, time: 0.688, data: 0.018) G_GAN: 2.622 G_L1: 4.583 D_real: 0.128 D_fake: 0.288 +(epoch: 113, iters: 18308, time: 0.297, data: 0.020) G_GAN: 4.020 G_L1: 4.118 D_real: 0.066 D_fake: 0.047 +(epoch: 113, iters: 18408, time: 0.303, data: 0.020) G_GAN: 3.192 G_L1: 3.867 D_real: 0.030 D_fake: 0.218 +(epoch: 113, iters: 18508, time: 0.299, data: 0.021) G_GAN: 3.604 G_L1: 3.116 D_real: 0.105 D_fake: 0.069 +(epoch: 113, iters: 18608, time: 0.417, data: 0.019) G_GAN: 3.498 G_L1: 3.832 D_real: 0.005 D_fake: 0.100 +(epoch: 113, iters: 18708, time: 0.299, data: 0.020) G_GAN: 4.507 G_L1: 3.783 D_real: 0.030 D_fake: 0.049 +(epoch: 113, iters: 18808, time: 0.304, data: 0.019) G_GAN: 3.705 G_L1: 3.678 D_real: 0.238 D_fake: 0.076 +(epoch: 113, iters: 18908, time: 0.287, data: 0.020) G_GAN: 2.634 G_L1: 3.612 D_real: 0.070 D_fake: 0.195 +(epoch: 113, iters: 19008, time: 0.382, data: 0.020) G_GAN: 2.670 G_L1: 3.292 D_real: 0.171 D_fake: 0.302 +(epoch: 113, iters: 19108, time: 0.299, data: 0.019) G_GAN: 3.422 G_L1: 3.680 D_real: 0.049 D_fake: 0.158 +(epoch: 113, iters: 19208, time: 0.306, data: 0.020) G_GAN: 3.266 G_L1: 3.011 D_real: 0.104 D_fake: 0.149 +(epoch: 113, iters: 19308, time: 0.292, data: 0.022) G_GAN: 4.069 G_L1: 3.382 D_real: 0.004 D_fake: 0.095 +(epoch: 113, iters: 19408, time: 0.417, data: 0.019) G_GAN: 3.678 G_L1: 3.959 D_real: 0.044 D_fake: 0.107 +(epoch: 113, iters: 19508, time: 0.305, data: 0.019) G_GAN: 4.253 G_L1: 3.542 D_real: 0.189 D_fake: 0.322 +(epoch: 113, iters: 19608, time: 0.302, data: 0.020) G_GAN: 3.291 G_L1: 3.673 D_real: 0.048 D_fake: 0.232 +(epoch: 113, iters: 19708, time: 0.305, data: 0.019) G_GAN: 3.553 G_L1: 3.590 D_real: 0.138 D_fake: 0.148 +(epoch: 113, iters: 19808, time: 0.417, data: 0.020) G_GAN: 3.300 G_L1: 7.882 D_real: 0.022 D_fake: 0.276 +(epoch: 113, iters: 19908, time: 0.285, data: 0.021) G_GAN: 4.077 G_L1: 2.678 D_real: 0.282 D_fake: 0.036 +(epoch: 113, iters: 20008, time: 0.302, data: 0.017) G_GAN: 4.682 G_L1: 4.634 D_real: 0.144 D_fake: 0.038 +(epoch: 113, iters: 20108, time: 0.294, data: 0.020) G_GAN: 3.740 G_L1: 4.000 D_real: 0.165 D_fake: 0.085 +(epoch: 113, iters: 20208, time: 0.634, data: 0.020) G_GAN: 3.727 G_L1: 3.336 D_real: 0.221 D_fake: 0.101 +(epoch: 113, iters: 20308, time: 0.296, data: 0.020) G_GAN: 4.310 G_L1: 3.779 D_real: 0.154 D_fake: 0.072 +(epoch: 113, iters: 20408, time: 0.305, data: 0.019) G_GAN: 5.433 G_L1: 4.164 D_real: 0.077 D_fake: 0.036 +(epoch: 113, iters: 20508, time: 0.301, data: 0.019) G_GAN: 3.739 G_L1: 3.068 D_real: 0.254 D_fake: 0.060 +(epoch: 113, iters: 20608, time: 0.389, data: 0.023) G_GAN: 3.716 G_L1: 3.199 D_real: 0.108 D_fake: 0.084 +(epoch: 113, iters: 20708, time: 0.288, data: 0.018) G_GAN: 5.798 G_L1: 4.902 D_real: 0.093 D_fake: 0.015 +(epoch: 113, iters: 20808, time: 0.287, data: 0.017) G_GAN: 4.105 G_L1: 3.208 D_real: 0.247 D_fake: 0.038 +(epoch: 113, iters: 20908, time: 0.301, data: 0.020) G_GAN: 3.566 G_L1: 3.629 D_real: 0.019 D_fake: 0.140 +(epoch: 113, iters: 21008, time: 0.413, data: 0.020) G_GAN: 5.115 G_L1: 4.366 D_real: 0.287 D_fake: 0.038 +(epoch: 113, iters: 21108, time: 0.299, data: 0.017) G_GAN: 4.787 G_L1: 4.951 D_real: 0.522 D_fake: 0.056 +(epoch: 113, iters: 21208, time: 0.297, data: 0.021) G_GAN: 4.368 G_L1: 3.442 D_real: 0.187 D_fake: 0.034 +(epoch: 113, iters: 21308, time: 0.303, data: 0.020) G_GAN: 3.394 G_L1: 3.287 D_real: 0.365 D_fake: 0.131 +(epoch: 113, iters: 21408, time: 0.417, data: 0.020) G_GAN: 4.896 G_L1: 5.325 D_real: 0.171 D_fake: 0.105 +(epoch: 113, iters: 21508, time: 0.301, data: 0.020) G_GAN: 2.806 G_L1: 5.428 D_real: 0.228 D_fake: 0.284 +(epoch: 113, iters: 21608, time: 0.300, data: 0.020) G_GAN: 2.996 G_L1: 3.412 D_real: 0.232 D_fake: 0.138 +(epoch: 113, iters: 21708, time: 0.302, data: 0.019) G_GAN: 4.076 G_L1: 2.978 D_real: 0.610 D_fake: 0.038 +(epoch: 113, iters: 21808, time: 0.396, data: 0.019) G_GAN: 3.226 G_L1: 2.688 D_real: 0.931 D_fake: 0.076 +(epoch: 113, iters: 21908, time: 0.304, data: 0.019) G_GAN: 4.286 G_L1: 4.148 D_real: 0.258 D_fake: 0.076 +(epoch: 113, iters: 22008, time: 0.297, data: 0.018) G_GAN: 3.469 G_L1: 3.965 D_real: 0.094 D_fake: 0.096 +(epoch: 113, iters: 22108, time: 0.299, data: 0.017) G_GAN: 3.920 G_L1: 4.378 D_real: 0.058 D_fake: 0.089 +(epoch: 113, iters: 22208, time: 0.629, data: 0.020) G_GAN: 5.891 G_L1: 4.238 D_real: 0.224 D_fake: 0.012 +(epoch: 113, iters: 22308, time: 0.295, data: 0.020) G_GAN: 4.101 G_L1: 4.732 D_real: 0.062 D_fake: 0.131 +(epoch: 113, iters: 22408, time: 0.301, data: 0.020) G_GAN: 4.078 G_L1: 3.802 D_real: 0.044 D_fake: 0.101 +(epoch: 113, iters: 22508, time: 0.296, data: 0.019) G_GAN: 2.752 G_L1: 3.453 D_real: 0.074 D_fake: 0.208 +(epoch: 113, iters: 22608, time: 0.423, data: 0.020) G_GAN: 3.096 G_L1: 3.577 D_real: 0.454 D_fake: 0.109 +(epoch: 113, iters: 22708, time: 0.301, data: 0.020) G_GAN: 4.544 G_L1: 3.352 D_real: 0.741 D_fake: 0.045 +(epoch: 113, iters: 22808, time: 0.302, data: 0.018) G_GAN: 3.159 G_L1: 3.237 D_real: 0.394 D_fake: 0.109 +(epoch: 113, iters: 22908, time: 0.292, data: 0.019) G_GAN: 4.257 G_L1: 4.532 D_real: 0.184 D_fake: 0.045 +(epoch: 113, iters: 23008, time: 0.398, data: 0.023) G_GAN: 2.159 G_L1: 3.092 D_real: 0.539 D_fake: 0.326 +(epoch: 113, iters: 23108, time: 0.298, data: 0.024) G_GAN: 4.762 G_L1: 3.917 D_real: 0.105 D_fake: 0.024 +(epoch: 113, iters: 23208, time: 0.301, data: 0.020) G_GAN: 2.993 G_L1: 3.880 D_real: 0.018 D_fake: 0.143 +(epoch: 113, iters: 23308, time: 0.286, data: 0.020) G_GAN: 2.581 G_L1: 3.810 D_real: 0.078 D_fake: 0.340 +(epoch: 113, iters: 23408, time: 0.411, data: 0.018) G_GAN: 3.686 G_L1: 3.475 D_real: 0.069 D_fake: 0.108 +(epoch: 113, iters: 23508, time: 0.297, data: 0.019) G_GAN: 2.687 G_L1: 2.890 D_real: 0.024 D_fake: 0.262 +(epoch: 113, iters: 23608, time: 0.302, data: 0.020) G_GAN: 2.985 G_L1: 4.756 D_real: 0.183 D_fake: 0.142 +(epoch: 113, iters: 23708, time: 0.300, data: 0.019) G_GAN: 4.135 G_L1: 4.131 D_real: 0.084 D_fake: 0.083 +(epoch: 113, iters: 23808, time: 0.410, data: 0.019) G_GAN: 4.120 G_L1: 4.362 D_real: 0.319 D_fake: 0.078 +(epoch: 113, iters: 23908, time: 0.296, data: 0.020) G_GAN: 3.389 G_L1: 3.871 D_real: 0.092 D_fake: 0.159 +(epoch: 113, iters: 24008, time: 0.296, data: 0.020) G_GAN: 3.758 G_L1: 3.588 D_real: 0.102 D_fake: 0.080 +(epoch: 113, iters: 24108, time: 0.299, data: 0.018) G_GAN: 4.846 G_L1: 2.527 D_real: 0.106 D_fake: 0.075 +(epoch: 113, iters: 24208, time: 0.691, data: 0.021) G_GAN: 3.819 G_L1: 4.490 D_real: 0.036 D_fake: 0.088 +(epoch: 113, iters: 24308, time: 0.301, data: 0.019) G_GAN: 2.497 G_L1: 2.370 D_real: 0.798 D_fake: 0.191 +(epoch: 113, iters: 24408, time: 0.300, data: 0.019) G_GAN: 3.654 G_L1: 3.755 D_real: 0.110 D_fake: 0.163 +(epoch: 113, iters: 24508, time: 0.300, data: 0.018) G_GAN: 4.686 G_L1: 3.356 D_real: 0.075 D_fake: 0.064 +(epoch: 113, iters: 24608, time: 0.408, data: 0.019) G_GAN: 3.380 G_L1: 3.933 D_real: 0.140 D_fake: 0.104 +(epoch: 113, iters: 24708, time: 0.300, data: 0.017) G_GAN: 3.766 G_L1: 3.047 D_real: 0.074 D_fake: 0.228 +(epoch: 113, iters: 24808, time: 0.303, data: 0.018) G_GAN: 4.001 G_L1: 2.523 D_real: 0.121 D_fake: 0.080 +(epoch: 113, iters: 24908, time: 0.299, data: 0.018) G_GAN: 2.509 G_L1: 2.605 D_real: 0.424 D_fake: 0.145 +(epoch: 113, iters: 25008, time: 0.404, data: 0.020) G_GAN: 3.540 G_L1: 3.272 D_real: 0.338 D_fake: 0.122 +(epoch: 113, iters: 25108, time: 0.302, data: 0.019) G_GAN: 3.261 G_L1: 4.303 D_real: 0.017 D_fake: 0.123 +(epoch: 113, iters: 25208, time: 0.305, data: 0.019) G_GAN: 2.768 G_L1: 3.399 D_real: 0.873 D_fake: 0.149 +(epoch: 113, iters: 25308, time: 0.305, data: 0.020) G_GAN: 3.866 G_L1: 5.375 D_real: 0.006 D_fake: 0.089 +(epoch: 113, iters: 25408, time: 0.387, data: 0.020) G_GAN: 3.767 G_L1: 3.747 D_real: 0.135 D_fake: 0.052 +(epoch: 113, iters: 25508, time: 0.301, data: 0.019) G_GAN: 4.758 G_L1: 3.677 D_real: 0.124 D_fake: 0.028 +(epoch: 113, iters: 25608, time: 0.302, data: 0.019) G_GAN: 3.876 G_L1: 3.817 D_real: 0.158 D_fake: 0.059 +(epoch: 113, iters: 25708, time: 0.293, data: 0.019) G_GAN: 5.555 G_L1: 4.601 D_real: 0.599 D_fake: 0.031 +(epoch: 113, iters: 25808, time: 0.416, data: 0.019) G_GAN: 2.805 G_L1: 3.163 D_real: 0.224 D_fake: 0.162 +(epoch: 113, iters: 25908, time: 0.301, data: 0.019) G_GAN: 3.301 G_L1: 2.892 D_real: 0.035 D_fake: 0.138 +(epoch: 113, iters: 26008, time: 0.298, data: 0.021) G_GAN: 3.547 G_L1: 2.713 D_real: 0.054 D_fake: 0.123 +(epoch: 113, iters: 26108, time: 0.299, data: 0.018) G_GAN: 4.921 G_L1: 4.964 D_real: 0.003 D_fake: 0.044 +(epoch: 113, iters: 26208, time: 0.679, data: 0.021) G_GAN: 1.716 G_L1: 3.746 D_real: 0.236 D_fake: 0.580 +(epoch: 113, iters: 26308, time: 0.299, data: 0.019) G_GAN: 4.665 G_L1: 3.280 D_real: 0.332 D_fake: 0.103 +(epoch: 113, iters: 26408, time: 0.299, data: 0.018) G_GAN: 4.741 G_L1: 4.310 D_real: 0.017 D_fake: 0.064 +(epoch: 113, iters: 26508, time: 0.297, data: 0.019) G_GAN: 5.952 G_L1: 5.519 D_real: 0.134 D_fake: 0.030 +(epoch: 113, iters: 26608, time: 0.412, data: 0.020) G_GAN: 3.196 G_L1: 3.493 D_real: 0.149 D_fake: 0.286 +(epoch: 113, iters: 26708, time: 0.295, data: 0.020) G_GAN: 4.000 G_L1: 2.977 D_real: 0.307 D_fake: 0.062 +(epoch: 113, iters: 26808, time: 0.299, data: 0.020) G_GAN: 4.178 G_L1: 3.780 D_real: 0.375 D_fake: 0.038 +(epoch: 113, iters: 26908, time: 0.292, data: 0.018) G_GAN: 3.599 G_L1: 3.342 D_real: 0.314 D_fake: 0.121 +(epoch: 113, iters: 27008, time: 0.404, data: 0.020) G_GAN: 5.113 G_L1: 3.604 D_real: 0.149 D_fake: 0.074 +(epoch: 113, iters: 27108, time: 0.305, data: 0.018) G_GAN: 4.547 G_L1: 2.766 D_real: 0.082 D_fake: 0.049 +(epoch: 113, iters: 27208, time: 0.303, data: 0.019) G_GAN: 3.440 G_L1: 3.325 D_real: 0.054 D_fake: 0.133 +(epoch: 113, iters: 27308, time: 0.295, data: 0.021) G_GAN: 4.105 G_L1: 3.901 D_real: 0.021 D_fake: 0.126 +(epoch: 113, iters: 27408, time: 0.391, data: 0.022) G_GAN: 4.929 G_L1: 3.061 D_real: 0.112 D_fake: 0.062 +(epoch: 113, iters: 27508, time: 0.298, data: 0.020) G_GAN: 3.404 G_L1: 4.541 D_real: 0.225 D_fake: 0.108 +(epoch: 113, iters: 27608, time: 0.293, data: 0.021) G_GAN: 4.773 G_L1: 3.944 D_real: 0.033 D_fake: 0.043 +(epoch: 113, iters: 27708, time: 0.304, data: 0.021) G_GAN: 2.561 G_L1: 4.068 D_real: 0.072 D_fake: 0.456 +(epoch: 113, iters: 27808, time: 0.386, data: 0.020) G_GAN: 2.463 G_L1: 3.265 D_real: 0.321 D_fake: 0.249 +(epoch: 113, iters: 27908, time: 0.300, data: 0.019) G_GAN: 3.441 G_L1: 4.653 D_real: 0.026 D_fake: 0.075 +(epoch: 113, iters: 28008, time: 0.294, data: 0.019) G_GAN: 3.485 G_L1: 4.658 D_real: 0.273 D_fake: 0.111 +(epoch: 113, iters: 28108, time: 0.300, data: 0.018) G_GAN: 4.436 G_L1: 4.019 D_real: 0.046 D_fake: 0.060 +(epoch: 113, iters: 28208, time: 0.695, data: 0.020) G_GAN: 3.178 G_L1: 3.858 D_real: 0.671 D_fake: 0.084 +(epoch: 113, iters: 28308, time: 0.304, data: 0.020) G_GAN: 4.072 G_L1: 3.124 D_real: 0.451 D_fake: 0.072 +(epoch: 113, iters: 28408, time: 0.298, data: 0.019) G_GAN: 3.331 G_L1: 3.978 D_real: 0.166 D_fake: 0.078 +(epoch: 113, iters: 28508, time: 0.300, data: 0.019) G_GAN: 4.121 G_L1: 2.743 D_real: 0.167 D_fake: 0.098 +(epoch: 113, iters: 28608, time: 0.427, data: 0.019) G_GAN: 3.808 G_L1: 3.785 D_real: 0.143 D_fake: 0.083 +(epoch: 113, iters: 28708, time: 0.299, data: 0.019) G_GAN: 3.439 G_L1: 2.981 D_real: 0.325 D_fake: 0.189 +(epoch: 113, iters: 28808, time: 0.301, data: 0.019) G_GAN: 3.335 G_L1: 3.031 D_real: 0.035 D_fake: 0.113 +(epoch: 113, iters: 28908, time: 0.299, data: 0.018) G_GAN: 2.778 G_L1: 2.364 D_real: 0.314 D_fake: 0.108 +(epoch: 113, iters: 29008, time: 0.408, data: 0.020) G_GAN: 4.222 G_L1: 3.905 D_real: 0.023 D_fake: 0.070 +(epoch: 113, iters: 29108, time: 0.298, data: 0.019) G_GAN: 4.546 G_L1: 5.164 D_real: 0.047 D_fake: 0.057 +(epoch: 113, iters: 29208, time: 0.297, data: 0.019) G_GAN: 3.110 G_L1: 3.967 D_real: 0.233 D_fake: 0.174 +(epoch: 113, iters: 29308, time: 0.290, data: 0.020) G_GAN: 3.496 G_L1: 3.498 D_real: 0.131 D_fake: 0.113 +(epoch: 113, iters: 29408, time: 0.384, data: 0.018) G_GAN: 2.573 G_L1: 2.532 D_real: 0.047 D_fake: 0.203 +(epoch: 113, iters: 29508, time: 0.301, data: 0.019) G_GAN: 4.567 G_L1: 4.138 D_real: 0.179 D_fake: 0.072 +(epoch: 113, iters: 29608, time: 0.298, data: 0.019) G_GAN: 4.350 G_L1: 6.187 D_real: 0.017 D_fake: 0.058 +(epoch: 113, iters: 29708, time: 0.298, data: 0.020) G_GAN: 3.222 G_L1: 2.966 D_real: 0.056 D_fake: 0.105 +(epoch: 113, iters: 29808, time: 0.410, data: 0.021) G_GAN: 3.289 G_L1: 3.306 D_real: 0.024 D_fake: 0.182 +(epoch: 113, iters: 29908, time: 0.297, data: 0.020) G_GAN: 2.697 G_L1: 3.886 D_real: 0.456 D_fake: 0.137 +(epoch: 113, iters: 30008, time: 0.301, data: 0.018) G_GAN: 3.595 G_L1: 3.298 D_real: 0.136 D_fake: 0.150 +(epoch: 113, iters: 30108, time: 0.310, data: 0.021) G_GAN: 2.563 G_L1: 3.177 D_real: 0.280 D_fake: 0.187 +(epoch: 113, iters: 30208, time: 0.690, data: 0.019) G_GAN: 3.366 G_L1: 6.259 D_real: 0.025 D_fake: 0.123 +(epoch: 113, iters: 30308, time: 0.305, data: 0.020) G_GAN: 4.481 G_L1: 3.727 D_real: 0.445 D_fake: 0.034 +(epoch: 113, iters: 30408, time: 0.298, data: 0.023) G_GAN: 2.253 G_L1: 3.748 D_real: 0.042 D_fake: 0.320 +(epoch: 113, iters: 30508, time: 0.295, data: 0.019) G_GAN: 3.537 G_L1: 5.063 D_real: 0.047 D_fake: 0.110 +(epoch: 113, iters: 30608, time: 0.396, data: 0.019) G_GAN: 4.273 G_L1: 2.776 D_real: 0.022 D_fake: 0.247 +(epoch: 113, iters: 30708, time: 0.301, data: 0.018) G_GAN: 3.772 G_L1: 4.431 D_real: 0.000 D_fake: 0.106 +(epoch: 113, iters: 30808, time: 0.296, data: 0.020) G_GAN: 4.962 G_L1: 3.212 D_real: 0.089 D_fake: 0.018 +(epoch: 113, iters: 30908, time: 0.300, data: 0.019) G_GAN: 5.279 G_L1: 2.846 D_real: 0.051 D_fake: 0.050 +(epoch: 113, iters: 31008, time: 0.401, data: 0.021) G_GAN: 3.621 G_L1: 4.036 D_real: 0.008 D_fake: 0.138 +(epoch: 113, iters: 31108, time: 0.301, data: 0.018) G_GAN: 4.695 G_L1: 3.986 D_real: 0.125 D_fake: 0.157 +(epoch: 113, iters: 31208, time: 0.309, data: 0.019) G_GAN: 4.838 G_L1: 3.228 D_real: 0.014 D_fake: 0.046 +(epoch: 113, iters: 31308, time: 0.293, data: 0.019) G_GAN: 3.002 G_L1: 2.191 D_real: 0.132 D_fake: 0.514 +(epoch: 113, iters: 31408, time: 0.418, data: 0.020) G_GAN: 5.862 G_L1: 4.379 D_real: 0.017 D_fake: 0.020 +(epoch: 113, iters: 31508, time: 0.300, data: 0.019) G_GAN: 4.944 G_L1: 5.302 D_real: 0.023 D_fake: 0.100 +(epoch: 113, iters: 31608, time: 0.300, data: 0.019) G_GAN: 3.999 G_L1: 6.049 D_real: 0.094 D_fake: 0.096 +(epoch: 113, iters: 31708, time: 0.303, data: 0.018) G_GAN: 2.408 G_L1: 2.806 D_real: 0.822 D_fake: 0.193 +(epoch: 113, iters: 31808, time: 0.406, data: 0.020) G_GAN: 4.141 G_L1: 3.081 D_real: 0.092 D_fake: 0.044 +(epoch: 113, iters: 31908, time: 0.302, data: 0.019) G_GAN: 4.624 G_L1: 3.659 D_real: 0.097 D_fake: 0.060 +(epoch: 113, iters: 32008, time: 0.303, data: 0.019) G_GAN: 2.955 G_L1: 3.267 D_real: 0.194 D_fake: 0.159 +(epoch: 113, iters: 32108, time: 0.300, data: 0.019) G_GAN: 3.087 G_L1: 3.822 D_real: 0.020 D_fake: 0.138 +(epoch: 113, iters: 32208, time: 0.703, data: 0.022) G_GAN: 3.375 G_L1: 3.515 D_real: 0.131 D_fake: 0.090 +(epoch: 113, iters: 32308, time: 0.302, data: 0.019) G_GAN: 3.475 G_L1: 3.226 D_real: 0.170 D_fake: 0.094 +(epoch: 113, iters: 32408, time: 0.301, data: 0.019) G_GAN: 5.022 G_L1: 5.765 D_real: 0.001 D_fake: 0.020 +(epoch: 113, iters: 32508, time: 0.294, data: 0.020) G_GAN: 2.883 G_L1: 2.835 D_real: 0.434 D_fake: 0.107 +(epoch: 113, iters: 32608, time: 0.411, data: 0.018) G_GAN: 3.736 G_L1: 5.156 D_real: 0.046 D_fake: 0.062 +(epoch: 113, iters: 32708, time: 0.304, data: 0.020) G_GAN: 3.975 G_L1: 4.525 D_real: 0.009 D_fake: 0.128 +(epoch: 113, iters: 32808, time: 0.305, data: 0.019) G_GAN: 3.193 G_L1: 4.008 D_real: 0.050 D_fake: 0.121 +(epoch: 113, iters: 32908, time: 0.298, data: 0.020) G_GAN: 3.421 G_L1: 3.379 D_real: 0.151 D_fake: 0.115 +(epoch: 113, iters: 33008, time: 0.374, data: 0.019) G_GAN: 3.605 G_L1: 2.991 D_real: 0.030 D_fake: 0.163 +(epoch: 113, iters: 33108, time: 0.291, data: 0.022) G_GAN: 3.280 G_L1: 3.009 D_real: 0.107 D_fake: 0.108 +(epoch: 113, iters: 33208, time: 0.290, data: 0.018) G_GAN: 4.228 G_L1: 2.801 D_real: 0.273 D_fake: 0.086 +(epoch: 113, iters: 33308, time: 0.302, data: 0.019) G_GAN: 4.194 G_L1: 3.229 D_real: 0.213 D_fake: 0.126 +(epoch: 113, iters: 33408, time: 0.420, data: 0.022) G_GAN: 4.932 G_L1: 4.744 D_real: 0.007 D_fake: 0.051 +(epoch: 113, iters: 33508, time: 0.301, data: 0.019) G_GAN: 3.333 G_L1: 3.877 D_real: 0.030 D_fake: 0.343 +(epoch: 113, iters: 33608, time: 0.304, data: 0.020) G_GAN: 4.175 G_L1: 3.794 D_real: 0.410 D_fake: 0.053 +(epoch: 113, iters: 33708, time: 0.304, data: 0.020) G_GAN: 2.381 G_L1: 4.759 D_real: 0.005 D_fake: 0.357 +(epoch: 113, iters: 33808, time: 0.427, data: 0.020) G_GAN: 4.104 G_L1: 5.141 D_real: 0.012 D_fake: 0.045 +(epoch: 113, iters: 33908, time: 0.288, data: 0.021) G_GAN: 2.377 G_L1: 3.319 D_real: 0.688 D_fake: 0.207 +(epoch: 113, iters: 34008, time: 0.303, data: 0.018) G_GAN: 3.001 G_L1: 4.302 D_real: 0.019 D_fake: 0.155 +(epoch: 113, iters: 34108, time: 0.304, data: 0.019) G_GAN: 4.098 G_L1: 6.673 D_real: 0.018 D_fake: 0.087 +(epoch: 113, iters: 34208, time: 0.678, data: 0.021) G_GAN: 3.825 G_L1: 2.943 D_real: 0.032 D_fake: 0.062 +(epoch: 113, iters: 34308, time: 0.304, data: 0.020) G_GAN: 4.102 G_L1: 2.988 D_real: 0.104 D_fake: 0.064 +(epoch: 113, iters: 34408, time: 0.302, data: 0.019) G_GAN: 4.459 G_L1: 3.363 D_real: 0.393 D_fake: 0.036 +(epoch: 113, iters: 34508, time: 0.300, data: 0.022) G_GAN: 3.658 G_L1: 4.549 D_real: 0.016 D_fake: 0.102 +(epoch: 113, iters: 34608, time: 0.397, data: 0.020) G_GAN: 2.687 G_L1: 5.300 D_real: 0.149 D_fake: 0.194 +(epoch: 113, iters: 34708, time: 0.303, data: 0.020) G_GAN: 4.661 G_L1: 5.077 D_real: 0.091 D_fake: 0.052 +(epoch: 113, iters: 34808, time: 0.288, data: 0.021) G_GAN: 4.123 G_L1: 3.233 D_real: 0.035 D_fake: 0.092 +(epoch: 113, iters: 34908, time: 0.297, data: 0.018) G_GAN: 3.951 G_L1: 3.481 D_real: 0.035 D_fake: 0.054 +(epoch: 113, iters: 35008, time: 0.414, data: 0.018) G_GAN: 3.694 G_L1: 3.642 D_real: 0.159 D_fake: 0.065 +(epoch: 113, iters: 35108, time: 0.293, data: 0.022) G_GAN: 4.435 G_L1: 2.711 D_real: 0.009 D_fake: 0.051 +(epoch: 113, iters: 35208, time: 0.301, data: 0.020) G_GAN: 4.448 G_L1: 2.299 D_real: 0.207 D_fake: 0.061 +(epoch: 113, iters: 35308, time: 0.303, data: 0.018) G_GAN: 3.519 G_L1: 3.385 D_real: 0.005 D_fake: 0.144 +(epoch: 113, iters: 35408, time: 0.417, data: 0.020) G_GAN: 2.939 G_L1: 2.892 D_real: 0.014 D_fake: 0.174 +(epoch: 113, iters: 35508, time: 0.303, data: 0.020) G_GAN: 2.316 G_L1: 3.722 D_real: 0.481 D_fake: 0.311 +(epoch: 113, iters: 35608, time: 0.304, data: 0.019) G_GAN: 4.420 G_L1: 3.348 D_real: 0.293 D_fake: 0.030 +(epoch: 113, iters: 35708, time: 0.297, data: 0.020) G_GAN: 3.580 G_L1: 3.327 D_real: 0.564 D_fake: 0.194 +(epoch: 113, iters: 35808, time: 0.409, data: 0.020) G_GAN: 4.269 G_L1: 3.415 D_real: 0.000 D_fake: 0.134 +(epoch: 113, iters: 35908, time: 0.295, data: 0.020) G_GAN: 4.026 G_L1: 4.254 D_real: 0.017 D_fake: 0.062 +(epoch: 113, iters: 36008, time: 0.297, data: 0.020) G_GAN: 4.712 G_L1: 3.205 D_real: 0.086 D_fake: 0.051 +(epoch: 113, iters: 36108, time: 0.304, data: 0.019) G_GAN: 2.556 G_L1: 3.043 D_real: 0.665 D_fake: 0.241 +(epoch: 113, iters: 36208, time: 0.674, data: 0.021) G_GAN: 2.940 G_L1: 2.552 D_real: 0.504 D_fake: 0.179 +(epoch: 113, iters: 36308, time: 0.307, data: 0.021) G_GAN: 3.057 G_L1: 3.814 D_real: 0.521 D_fake: 0.137 +(epoch: 113, iters: 36408, time: 0.305, data: 0.019) G_GAN: 4.043 G_L1: 4.189 D_real: 0.166 D_fake: 0.072 +(epoch: 113, iters: 36508, time: 0.297, data: 0.020) G_GAN: 4.011 G_L1: 7.783 D_real: 0.071 D_fake: 0.073 +(epoch: 113, iters: 36608, time: 0.420, data: 0.019) G_GAN: 3.503 G_L1: 3.872 D_real: 0.340 D_fake: 0.064 +(epoch: 113, iters: 36708, time: 0.296, data: 0.020) G_GAN: 3.285 G_L1: 4.882 D_real: 0.091 D_fake: 0.165 +(epoch: 113, iters: 36808, time: 0.281, data: 0.020) G_GAN: 4.369 G_L1: 3.430 D_real: 0.252 D_fake: 0.054 +(epoch: 113, iters: 36908, time: 0.303, data: 0.016) G_GAN: 4.172 G_L1: 2.724 D_real: 0.083 D_fake: 0.124 +(epoch: 113, iters: 37008, time: 0.422, data: 0.019) G_GAN: 2.226 G_L1: 2.623 D_real: 0.158 D_fake: 0.245 +(epoch: 113, iters: 37108, time: 0.299, data: 0.020) G_GAN: 2.493 G_L1: 3.021 D_real: 0.062 D_fake: 0.395 +(epoch: 113, iters: 37208, time: 0.294, data: 0.021) G_GAN: 2.495 G_L1: 3.120 D_real: 0.038 D_fake: 0.258 +(epoch: 113, iters: 37308, time: 0.297, data: 0.019) G_GAN: 4.187 G_L1: 3.931 D_real: 0.121 D_fake: 0.044 +(epoch: 113, iters: 37408, time: 0.416, data: 0.020) G_GAN: 2.911 G_L1: 3.182 D_real: 0.178 D_fake: 0.129 +(epoch: 113, iters: 37508, time: 0.300, data: 0.019) G_GAN: 3.166 G_L1: 3.453 D_real: 0.003 D_fake: 0.202 +(epoch: 113, iters: 37608, time: 0.295, data: 0.018) G_GAN: 3.526 G_L1: 3.998 D_real: 0.201 D_fake: 0.089 +(epoch: 113, iters: 37708, time: 0.300, data: 0.022) G_GAN: 4.347 G_L1: 4.067 D_real: 0.035 D_fake: 0.053 +(epoch: 113, iters: 37808, time: 0.415, data: 0.019) G_GAN: 4.064 G_L1: 2.994 D_real: 0.044 D_fake: 0.049 +(epoch: 113, iters: 37908, time: 0.301, data: 0.018) G_GAN: 3.957 G_L1: 4.243 D_real: 0.193 D_fake: 0.060 +(epoch: 113, iters: 38008, time: 0.304, data: 0.020) G_GAN: 4.859 G_L1: 4.050 D_real: 0.041 D_fake: 0.034 +(epoch: 113, iters: 38108, time: 0.290, data: 0.019) G_GAN: 4.043 G_L1: 3.554 D_real: 0.047 D_fake: 0.098 +(epoch: 113, iters: 38208, time: 0.681, data: 0.021) G_GAN: 3.744 G_L1: 4.587 D_real: 0.224 D_fake: 0.149 +(epoch: 113, iters: 38308, time: 0.306, data: 0.020) G_GAN: 3.095 G_L1: 3.904 D_real: 0.062 D_fake: 0.118 +(epoch: 113, iters: 38408, time: 0.293, data: 0.019) G_GAN: 4.231 G_L1: 3.306 D_real: 1.004 D_fake: 0.132 +(epoch: 113, iters: 38508, time: 0.302, data: 0.024) G_GAN: 3.768 G_L1: 2.543 D_real: 0.215 D_fake: 0.046 +(epoch: 113, iters: 38608, time: 0.408, data: 0.020) G_GAN: 3.914 G_L1: 3.647 D_real: 0.064 D_fake: 0.113 +(epoch: 113, iters: 38708, time: 0.287, data: 0.019) G_GAN: 3.405 G_L1: 4.007 D_real: 0.566 D_fake: 0.193 +(epoch: 113, iters: 38808, time: 0.300, data: 0.018) G_GAN: 4.260 G_L1: 4.141 D_real: 0.053 D_fake: 0.242 +(epoch: 113, iters: 38908, time: 0.299, data: 0.020) G_GAN: 4.034 G_L1: 3.552 D_real: 0.001 D_fake: 0.198 +(epoch: 113, iters: 39008, time: 0.402, data: 0.019) G_GAN: 3.208 G_L1: 4.240 D_real: 0.129 D_fake: 0.625 +(epoch: 113, iters: 39108, time: 0.280, data: 0.018) G_GAN: 3.901 G_L1: 3.009 D_real: 0.053 D_fake: 0.092 +(epoch: 113, iters: 39208, time: 0.309, data: 0.016) G_GAN: 3.946 G_L1: 4.649 D_real: 0.315 D_fake: 0.062 +(epoch: 113, iters: 39308, time: 0.302, data: 0.020) G_GAN: 2.883 G_L1: 4.235 D_real: 0.142 D_fake: 0.278 +(epoch: 113, iters: 39408, time: 0.407, data: 0.020) G_GAN: 3.212 G_L1: 4.424 D_real: 0.154 D_fake: 0.100 +(epoch: 113, iters: 39508, time: 0.298, data: 0.018) G_GAN: 4.347 G_L1: 3.571 D_real: 0.005 D_fake: 0.093 +(epoch: 113, iters: 39608, time: 0.304, data: 0.020) G_GAN: 2.489 G_L1: 2.213 D_real: 0.241 D_fake: 0.267 +(epoch: 113, iters: 39708, time: 0.303, data: 0.020) G_GAN: 2.767 G_L1: 3.776 D_real: 0.505 D_fake: 0.172 +(epoch: 113, iters: 39808, time: 0.421, data: 0.021) G_GAN: 3.570 G_L1: 5.036 D_real: 0.453 D_fake: 0.056 +(epoch: 113, iters: 39908, time: 0.297, data: 0.020) G_GAN: 2.998 G_L1: 2.672 D_real: 0.257 D_fake: 0.134 +(epoch: 113, iters: 40008, time: 0.287, data: 0.020) G_GAN: 2.607 G_L1: 2.830 D_real: 0.109 D_fake: 0.227 +(epoch: 113, iters: 40108, time: 0.295, data: 0.019) G_GAN: 4.793 G_L1: 3.364 D_real: 0.012 D_fake: 0.099 +(epoch: 113, iters: 40208, time: 0.691, data: 0.018) G_GAN: 4.624 G_L1: 3.517 D_real: 0.074 D_fake: 0.028 +(epoch: 113, iters: 40308, time: 0.295, data: 0.019) G_GAN: 3.778 G_L1: 4.546 D_real: 0.296 D_fake: 0.079 +(epoch: 113, iters: 40408, time: 0.292, data: 0.020) G_GAN: 3.127 G_L1: 3.136 D_real: 0.252 D_fake: 0.107 +(epoch: 113, iters: 40508, time: 0.305, data: 0.020) G_GAN: 3.876 G_L1: 5.940 D_real: 0.712 D_fake: 0.078 +(epoch: 113, iters: 40608, time: 0.429, data: 0.021) G_GAN: 3.335 G_L1: 3.862 D_real: 0.181 D_fake: 0.208 +(epoch: 113, iters: 40708, time: 0.298, data: 0.019) G_GAN: 5.021 G_L1: 3.550 D_real: 0.150 D_fake: 0.152 +(epoch: 113, iters: 40808, time: 0.299, data: 0.022) G_GAN: 3.948 G_L1: 2.740 D_real: 0.102 D_fake: 0.079 +(epoch: 113, iters: 40908, time: 0.297, data: 0.021) G_GAN: 4.386 G_L1: 4.373 D_real: 0.298 D_fake: 0.091 +(epoch: 113, iters: 41008, time: 0.406, data: 0.018) G_GAN: 3.046 G_L1: 2.678 D_real: 0.509 D_fake: 0.121 +(epoch: 113, iters: 41108, time: 0.292, data: 0.020) G_GAN: 3.834 G_L1: 3.808 D_real: 0.022 D_fake: 0.073 +(epoch: 113, iters: 41208, time: 0.301, data: 0.019) G_GAN: 4.294 G_L1: 4.000 D_real: 0.325 D_fake: 0.039 +(epoch: 113, iters: 41308, time: 0.292, data: 0.020) G_GAN: 5.254 G_L1: 2.684 D_real: 0.097 D_fake: 0.072 +(epoch: 113, iters: 41408, time: 0.412, data: 0.018) G_GAN: 4.629 G_L1: 3.647 D_real: 0.076 D_fake: 0.028 +(epoch: 113, iters: 41508, time: 0.300, data: 0.018) G_GAN: 4.498 G_L1: 4.558 D_real: 0.029 D_fake: 0.047 +(epoch: 113, iters: 41608, time: 0.292, data: 0.021) G_GAN: 4.231 G_L1: 3.575 D_real: 0.028 D_fake: 0.041 +(epoch: 113, iters: 41708, time: 0.296, data: 0.019) G_GAN: 3.978 G_L1: 3.732 D_real: 0.021 D_fake: 0.107 +(epoch: 113, iters: 41808, time: 0.414, data: 0.018) G_GAN: 4.618 G_L1: 4.420 D_real: 0.020 D_fake: 0.059 +(epoch: 113, iters: 41908, time: 0.301, data: 0.019) G_GAN: 3.776 G_L1: 3.656 D_real: 0.031 D_fake: 0.091 +(epoch: 113, iters: 42008, time: 0.303, data: 0.021) G_GAN: 4.718 G_L1: 5.565 D_real: 0.022 D_fake: 0.060 +(epoch: 113, iters: 42108, time: 0.297, data: 0.019) G_GAN: 4.344 G_L1: 2.620 D_real: 0.424 D_fake: 0.027 +(epoch: 113, iters: 42208, time: 0.635, data: 0.020) G_GAN: 4.579 G_L1: 2.860 D_real: 0.526 D_fake: 0.022 +(epoch: 113, iters: 42308, time: 0.305, data: 0.018) G_GAN: 3.320 G_L1: 4.178 D_real: 0.003 D_fake: 0.237 +(epoch: 113, iters: 42408, time: 0.303, data: 0.019) G_GAN: 4.482 G_L1: 2.263 D_real: 0.376 D_fake: 0.056 +(epoch: 113, iters: 42508, time: 0.296, data: 0.018) G_GAN: 4.546 G_L1: 2.246 D_real: 0.004 D_fake: 0.104 +(epoch: 113, iters: 42608, time: 0.392, data: 0.018) G_GAN: 3.322 G_L1: 2.875 D_real: 0.133 D_fake: 0.154 +(epoch: 113, iters: 42708, time: 0.297, data: 0.019) G_GAN: 4.776 G_L1: 4.100 D_real: 0.006 D_fake: 0.290 +(epoch: 113, iters: 42808, time: 0.295, data: 0.018) G_GAN: 2.174 G_L1: 4.407 D_real: 0.296 D_fake: 0.417 +(epoch: 113, iters: 42908, time: 0.287, data: 0.019) G_GAN: 4.111 G_L1: 4.675 D_real: 0.075 D_fake: 0.042 +(epoch: 113, iters: 43008, time: 0.416, data: 0.017) G_GAN: 3.070 G_L1: 4.207 D_real: 0.004 D_fake: 0.177 +(epoch: 113, iters: 43108, time: 0.304, data: 0.020) G_GAN: 4.159 G_L1: 3.688 D_real: 0.115 D_fake: 0.106 +(epoch: 113, iters: 43208, time: 0.295, data: 0.018) G_GAN: 3.174 G_L1: 5.117 D_real: 0.034 D_fake: 0.153 +(epoch: 113, iters: 43308, time: 0.302, data: 0.019) G_GAN: 4.219 G_L1: 5.788 D_real: 0.034 D_fake: 0.162 +(epoch: 113, iters: 43408, time: 0.410, data: 0.019) G_GAN: 2.862 G_L1: 3.025 D_real: 0.263 D_fake: 0.128 +(epoch: 113, iters: 43508, time: 0.286, data: 0.020) G_GAN: 4.508 G_L1: 3.500 D_real: 0.366 D_fake: 0.076 +(epoch: 113, iters: 43608, time: 0.276, data: 0.016) G_GAN: 4.596 G_L1: 3.785 D_real: 0.058 D_fake: 0.060 +(epoch: 113, iters: 43708, time: 0.293, data: 0.016) G_GAN: 3.170 G_L1: 4.037 D_real: 0.207 D_fake: 0.100 +(epoch: 113, iters: 43808, time: 0.402, data: 0.019) G_GAN: 3.381 G_L1: 3.992 D_real: 0.261 D_fake: 0.173 +(epoch: 113, iters: 43908, time: 0.303, data: 0.018) G_GAN: 3.488 G_L1: 2.847 D_real: 0.010 D_fake: 0.109 +(epoch: 113, iters: 44008, time: 0.296, data: 0.019) G_GAN: 3.547 G_L1: 3.856 D_real: 0.018 D_fake: 0.298 +(epoch: 113, iters: 44108, time: 0.296, data: 0.020) G_GAN: 3.524 G_L1: 3.402 D_real: 0.352 D_fake: 0.139 +(epoch: 113, iters: 44208, time: 0.699, data: 0.017) G_GAN: 3.909 G_L1: 2.990 D_real: 0.439 D_fake: 0.076 +(epoch: 113, iters: 44308, time: 0.305, data: 0.020) G_GAN: 2.646 G_L1: 2.735 D_real: 0.127 D_fake: 0.207 +(epoch: 113, iters: 44408, time: 0.302, data: 0.019) G_GAN: 4.757 G_L1: 4.280 D_real: 0.220 D_fake: 0.033 +(epoch: 113, iters: 44508, time: 0.294, data: 0.021) G_GAN: 3.288 G_L1: 3.785 D_real: 0.112 D_fake: 0.308 +(epoch: 113, iters: 44608, time: 0.420, data: 0.019) G_GAN: 4.118 G_L1: 3.370 D_real: 0.081 D_fake: 0.066 +(epoch: 113, iters: 44708, time: 0.300, data: 0.021) G_GAN: 4.342 G_L1: 2.846 D_real: 0.286 D_fake: 0.079 +(epoch: 113, iters: 44808, time: 0.303, data: 0.020) G_GAN: 2.894 G_L1: 2.132 D_real: 0.036 D_fake: 0.218 +(epoch: 113, iters: 44908, time: 0.288, data: 0.018) G_GAN: 3.403 G_L1: 3.223 D_real: 0.089 D_fake: 0.103 +(epoch: 113, iters: 45008, time: 0.411, data: 0.018) G_GAN: 3.230 G_L1: 3.204 D_real: 0.299 D_fake: 0.094 +(epoch: 113, iters: 45108, time: 0.285, data: 0.018) G_GAN: 3.855 G_L1: 3.501 D_real: 0.307 D_fake: 0.074 +(epoch: 113, iters: 45208, time: 0.294, data: 0.020) G_GAN: 2.875 G_L1: 3.068 D_real: 0.167 D_fake: 0.186 +(epoch: 113, iters: 45308, time: 0.290, data: 0.019) G_GAN: 3.181 G_L1: 2.205 D_real: 0.294 D_fake: 0.125 +(epoch: 113, iters: 45408, time: 0.395, data: 0.020) G_GAN: 3.796 G_L1: 5.061 D_real: 0.275 D_fake: 0.119 +(epoch: 113, iters: 45508, time: 0.283, data: 0.018) G_GAN: 5.059 G_L1: 3.917 D_real: 0.295 D_fake: 0.063 +(epoch: 113, iters: 45608, time: 0.286, data: 0.016) G_GAN: 3.857 G_L1: 4.147 D_real: 0.114 D_fake: 0.108 +(epoch: 113, iters: 45708, time: 0.292, data: 0.019) G_GAN: 2.962 G_L1: 4.412 D_real: 0.166 D_fake: 0.158 +(epoch: 113, iters: 45808, time: 0.409, data: 0.017) G_GAN: 2.403 G_L1: 4.461 D_real: 0.053 D_fake: 0.222 +(epoch: 113, iters: 45908, time: 0.304, data: 0.018) G_GAN: 3.585 G_L1: 3.337 D_real: 0.071 D_fake: 0.127 +(epoch: 113, iters: 46008, time: 0.304, data: 0.020) G_GAN: 3.146 G_L1: 3.407 D_real: 0.235 D_fake: 0.141 +(epoch: 113, iters: 46108, time: 0.296, data: 0.019) G_GAN: 3.692 G_L1: 4.274 D_real: 0.277 D_fake: 0.056 +(epoch: 113, iters: 46208, time: 0.686, data: 0.019) G_GAN: 2.351 G_L1: 3.060 D_real: 0.106 D_fake: 0.206 +(epoch: 113, iters: 46308, time: 0.299, data: 0.023) G_GAN: 4.166 G_L1: 3.245 D_real: 0.202 D_fake: 0.048 +(epoch: 113, iters: 46408, time: 0.295, data: 0.019) G_GAN: 3.332 G_L1: 3.604 D_real: 0.139 D_fake: 0.113 +(epoch: 113, iters: 46508, time: 0.294, data: 0.020) G_GAN: 3.332 G_L1: 3.470 D_real: 0.223 D_fake: 0.111 +(epoch: 113, iters: 46608, time: 0.411, data: 0.019) G_GAN: 3.476 G_L1: 3.814 D_real: 0.135 D_fake: 0.089 +(epoch: 113, iters: 46708, time: 0.294, data: 0.018) G_GAN: 4.913 G_L1: 6.053 D_real: 0.249 D_fake: 0.028 +(epoch: 113, iters: 46808, time: 0.304, data: 0.019) G_GAN: 2.979 G_L1: 3.699 D_real: 0.088 D_fake: 0.129 +(epoch: 113, iters: 46908, time: 0.299, data: 0.019) G_GAN: 3.303 G_L1: 3.066 D_real: 0.044 D_fake: 0.121 +(epoch: 113, iters: 47008, time: 0.418, data: 0.020) G_GAN: 2.196 G_L1: 3.083 D_real: 0.060 D_fake: 0.510 +(epoch: 113, iters: 47108, time: 0.294, data: 0.018) G_GAN: 2.909 G_L1: 3.741 D_real: 0.083 D_fake: 0.277 +(epoch: 113, iters: 47208, time: 0.291, data: 0.019) G_GAN: 5.397 G_L1: 3.877 D_real: 0.009 D_fake: 0.047 +(epoch: 113, iters: 47308, time: 0.302, data: 0.040) G_GAN: 3.776 G_L1: 2.818 D_real: 0.214 D_fake: 0.082 +(epoch: 113, iters: 47408, time: 0.411, data: 0.022) G_GAN: 4.323 G_L1: 3.831 D_real: 0.115 D_fake: 0.051 +(epoch: 113, iters: 47508, time: 0.290, data: 0.018) G_GAN: 4.532 G_L1: 3.600 D_real: 0.189 D_fake: 0.022 +(epoch: 113, iters: 47608, time: 0.297, data: 0.019) G_GAN: 4.228 G_L1: 4.896 D_real: 0.150 D_fake: 0.071 +(epoch: 113, iters: 47708, time: 0.292, data: 0.019) G_GAN: 5.037 G_L1: 3.637 D_real: 0.057 D_fake: 0.029 +(epoch: 113, iters: 47808, time: 0.421, data: 0.033) G_GAN: 4.161 G_L1: 3.584 D_real: 0.312 D_fake: 0.140 +(epoch: 113, iters: 47908, time: 0.290, data: 0.021) G_GAN: 4.800 G_L1: 2.872 D_real: 0.014 D_fake: 0.031 +(epoch: 113, iters: 48008, time: 0.301, data: 0.017) G_GAN: 3.845 G_L1: 4.919 D_real: 0.339 D_fake: 0.075 +(epoch: 113, iters: 48108, time: 0.295, data: 0.022) G_GAN: 3.385 G_L1: 4.177 D_real: 0.138 D_fake: 0.098 +(epoch: 113, iters: 48208, time: 0.636, data: 0.017) G_GAN: 3.883 G_L1: 4.062 D_real: 0.299 D_fake: 0.107 +(epoch: 113, iters: 48308, time: 0.294, data: 0.022) G_GAN: 3.802 G_L1: 3.329 D_real: 0.009 D_fake: 0.186 +(epoch: 113, iters: 48408, time: 0.306, data: 0.021) G_GAN: 3.775 G_L1: 4.406 D_real: 0.131 D_fake: 0.112 +(epoch: 113, iters: 48508, time: 0.290, data: 0.022) G_GAN: 3.951 G_L1: 3.723 D_real: 0.012 D_fake: 0.106 +(epoch: 113, iters: 48608, time: 0.424, data: 0.018) G_GAN: 5.220 G_L1: 3.626 D_real: 0.050 D_fake: 0.048 +(epoch: 113, iters: 48708, time: 0.304, data: 0.020) G_GAN: 3.417 G_L1: 3.653 D_real: 0.054 D_fake: 0.223 +(epoch: 113, iters: 48808, time: 0.304, data: 0.020) G_GAN: 3.064 G_L1: 4.325 D_real: 0.008 D_fake: 0.114 +(epoch: 113, iters: 48908, time: 0.302, data: 0.020) G_GAN: 5.686 G_L1: 4.578 D_real: 0.077 D_fake: 0.014 +(epoch: 113, iters: 49008, time: 0.400, data: 0.019) G_GAN: 2.965 G_L1: 4.809 D_real: 0.292 D_fake: 0.227 +(epoch: 113, iters: 49108, time: 0.299, data: 0.017) G_GAN: 4.346 G_L1: 3.396 D_real: 0.193 D_fake: 0.060 +(epoch: 113, iters: 49208, time: 0.294, data: 0.022) G_GAN: 3.724 G_L1: 3.338 D_real: 0.131 D_fake: 0.063 +(epoch: 113, iters: 49308, time: 0.301, data: 0.021) G_GAN: 3.417 G_L1: 4.125 D_real: 0.196 D_fake: 0.118 +(epoch: 113, iters: 49408, time: 0.413, data: 0.019) G_GAN: 4.540 G_L1: 3.266 D_real: 0.030 D_fake: 0.055 +(epoch: 113, iters: 49508, time: 0.307, data: 0.020) G_GAN: 3.638 G_L1: 4.126 D_real: 0.119 D_fake: 0.086 +(epoch: 113, iters: 49608, time: 0.297, data: 0.021) G_GAN: 3.899 G_L1: 2.912 D_real: 0.412 D_fake: 0.043 +(epoch: 113, iters: 49708, time: 0.295, data: 0.019) G_GAN: 3.741 G_L1: 3.271 D_real: 0.192 D_fake: 0.089 +(epoch: 113, iters: 49808, time: 0.381, data: 0.019) G_GAN: 2.470 G_L1: 4.046 D_real: 0.149 D_fake: 0.260 +(epoch: 113, iters: 49908, time: 0.298, data: 0.019) G_GAN: 4.025 G_L1: 2.649 D_real: 0.167 D_fake: 0.121 +(epoch: 113, iters: 50008, time: 0.298, data: 0.020) G_GAN: 3.677 G_L1: 3.533 D_real: 0.409 D_fake: 0.064 +(epoch: 113, iters: 50108, time: 0.302, data: 0.018) G_GAN: 3.067 G_L1: 3.566 D_real: 0.202 D_fake: 0.134 +(epoch: 113, iters: 50208, time: 0.700, data: 0.019) G_GAN: 4.443 G_L1: 4.144 D_real: 0.002 D_fake: 0.068 +(epoch: 113, iters: 50308, time: 0.301, data: 0.019) G_GAN: 3.614 G_L1: 4.114 D_real: 0.319 D_fake: 0.127 +(epoch: 113, iters: 50408, time: 0.302, data: 0.021) G_GAN: 4.874 G_L1: 3.531 D_real: 0.172 D_fake: 0.059 +(epoch: 113, iters: 50508, time: 0.304, data: 0.019) G_GAN: 4.113 G_L1: 3.938 D_real: 0.114 D_fake: 0.170 +(epoch: 113, iters: 50608, time: 0.409, data: 0.020) G_GAN: 3.885 G_L1: 3.383 D_real: 0.012 D_fake: 0.089 +(epoch: 113, iters: 50708, time: 0.303, data: 0.018) G_GAN: 4.293 G_L1: 5.025 D_real: 0.054 D_fake: 0.068 +(epoch: 113, iters: 50808, time: 0.296, data: 0.020) G_GAN: 3.300 G_L1: 2.639 D_real: 0.022 D_fake: 0.131 +(epoch: 113, iters: 50908, time: 0.298, data: 0.020) G_GAN: 3.824 G_L1: 3.119 D_real: 0.201 D_fake: 0.052 +(epoch: 113, iters: 51008, time: 0.430, data: 0.020) G_GAN: 3.753 G_L1: 3.662 D_real: 0.002 D_fake: 0.094 +(epoch: 113, iters: 51108, time: 0.298, data: 0.021) G_GAN: 2.862 G_L1: 2.825 D_real: 0.301 D_fake: 0.119 +(epoch: 113, iters: 51208, time: 0.296, data: 0.019) G_GAN: 4.116 G_L1: 3.577 D_real: 0.204 D_fake: 0.123 +(epoch: 113, iters: 51308, time: 0.291, data: 0.018) G_GAN: 3.411 G_L1: 6.203 D_real: 0.210 D_fake: 0.120 +(epoch: 113, iters: 51408, time: 0.420, data: 0.019) G_GAN: 4.022 G_L1: 4.750 D_real: 0.057 D_fake: 0.158 +(epoch: 113, iters: 51508, time: 0.301, data: 0.019) G_GAN: 2.879 G_L1: 3.298 D_real: 0.082 D_fake: 0.180 +(epoch: 113, iters: 51608, time: 0.296, data: 0.020) G_GAN: 4.444 G_L1: 7.448 D_real: 0.066 D_fake: 0.077 +(epoch: 113, iters: 51708, time: 0.281, data: 0.020) G_GAN: 3.918 G_L1: 4.413 D_real: 0.170 D_fake: 0.128 +(epoch: 113, iters: 51808, time: 0.416, data: 0.018) G_GAN: 4.142 G_L1: 3.351 D_real: 0.074 D_fake: 0.098 +(epoch: 113, iters: 51908, time: 0.294, data: 0.019) G_GAN: 3.354 G_L1: 3.125 D_real: 0.001 D_fake: 0.195 +(epoch: 113, iters: 52008, time: 0.294, data: 0.020) G_GAN: 4.527 G_L1: 6.325 D_real: 0.016 D_fake: 0.041 +(epoch: 113, iters: 52108, time: 0.296, data: 0.019) G_GAN: 3.777 G_L1: 4.015 D_real: 0.280 D_fake: 0.200 +(epoch: 113, iters: 52208, time: 0.689, data: 0.018) G_GAN: 3.072 G_L1: 4.552 D_real: 0.137 D_fake: 0.155 +(epoch: 113, iters: 52308, time: 0.298, data: 0.022) G_GAN: 3.272 G_L1: 3.046 D_real: 0.010 D_fake: 0.122 +(epoch: 113, iters: 52408, time: 0.302, data: 0.019) G_GAN: 3.137 G_L1: 3.547 D_real: 0.078 D_fake: 0.173 +(epoch: 113, iters: 52508, time: 0.294, data: 0.019) G_GAN: 4.200 G_L1: 3.962 D_real: 0.381 D_fake: 0.057 +(epoch: 113, iters: 52608, time: 0.387, data: 0.020) G_GAN: 3.297 G_L1: 4.978 D_real: 0.130 D_fake: 0.134 +(epoch: 113, iters: 52708, time: 0.298, data: 0.019) G_GAN: 3.700 G_L1: 3.951 D_real: 0.098 D_fake: 0.093 +(epoch: 113, iters: 52808, time: 0.304, data: 0.020) G_GAN: 3.346 G_L1: 4.478 D_real: 0.003 D_fake: 0.162 +(epoch: 113, iters: 52908, time: 0.296, data: 0.020) G_GAN: 2.793 G_L1: 3.286 D_real: 0.072 D_fake: 0.301 +(epoch: 113, iters: 53008, time: 0.420, data: 0.019) G_GAN: 3.675 G_L1: 4.619 D_real: 0.073 D_fake: 0.132 +(epoch: 113, iters: 53108, time: 0.302, data: 0.019) G_GAN: 3.648 G_L1: 5.494 D_real: 0.022 D_fake: 0.424 +(epoch: 113, iters: 53208, time: 0.297, data: 0.020) G_GAN: 2.844 G_L1: 3.766 D_real: 0.046 D_fake: 0.288 +(epoch: 113, iters: 53308, time: 0.303, data: 0.020) G_GAN: 2.646 G_L1: 3.461 D_real: 0.085 D_fake: 0.191 +(epoch: 113, iters: 53408, time: 0.415, data: 0.020) G_GAN: 2.566 G_L1: 5.271 D_real: 0.028 D_fake: 0.280 +(epoch: 113, iters: 53508, time: 0.302, data: 0.018) G_GAN: 3.449 G_L1: 3.534 D_real: 0.105 D_fake: 0.231 +(epoch: 113, iters: 53608, time: 0.299, data: 0.019) G_GAN: 3.532 G_L1: 3.853 D_real: 0.009 D_fake: 0.088 +(epoch: 113, iters: 53708, time: 0.285, data: 0.019) G_GAN: 3.967 G_L1: 3.820 D_real: 0.320 D_fake: 0.076 +(epoch: 113, iters: 53808, time: 0.410, data: 0.018) G_GAN: 3.712 G_L1: 3.333 D_real: 0.026 D_fake: 0.087 +(epoch: 113, iters: 53908, time: 0.301, data: 0.020) G_GAN: 3.723 G_L1: 4.410 D_real: 0.030 D_fake: 0.088 +(epoch: 113, iters: 54008, time: 0.301, data: 0.019) G_GAN: 3.921 G_L1: 3.497 D_real: 0.039 D_fake: 0.543 +(epoch: 113, iters: 54108, time: 0.301, data: 0.020) G_GAN: 3.984 G_L1: 2.942 D_real: 0.197 D_fake: 0.166 +(epoch: 113, iters: 54208, time: 0.631, data: 0.019) G_GAN: 3.777 G_L1: 3.696 D_real: 0.195 D_fake: 0.166 +(epoch: 113, iters: 54308, time: 0.292, data: 0.017) G_GAN: 2.985 G_L1: 3.700 D_real: 0.381 D_fake: 0.121 +(epoch: 113, iters: 54408, time: 0.307, data: 0.018) G_GAN: 2.445 G_L1: 3.463 D_real: 0.044 D_fake: 0.392 +(epoch: 113, iters: 54508, time: 0.301, data: 0.018) G_GAN: 2.964 G_L1: 3.116 D_real: 0.084 D_fake: 0.140 +(epoch: 113, iters: 54608, time: 0.417, data: 0.019) G_GAN: 4.386 G_L1: 2.654 D_real: 0.011 D_fake: 0.093 +(epoch: 113, iters: 54708, time: 0.303, data: 0.019) G_GAN: 3.301 G_L1: 3.109 D_real: 0.020 D_fake: 0.118 +(epoch: 113, iters: 54808, time: 0.302, data: 0.019) G_GAN: 4.117 G_L1: 4.112 D_real: 0.337 D_fake: 0.048 +(epoch: 113, iters: 54908, time: 0.301, data: 0.019) G_GAN: 4.629 G_L1: 7.940 D_real: 0.093 D_fake: 0.471 +(epoch: 113, iters: 55008, time: 0.409, data: 0.020) G_GAN: 3.263 G_L1: 4.531 D_real: 0.108 D_fake: 0.150 +(epoch: 113, iters: 55108, time: 0.303, data: 0.018) G_GAN: 3.529 G_L1: 1.690 D_real: 0.052 D_fake: 0.063 +(epoch: 113, iters: 55208, time: 0.297, data: 0.018) G_GAN: 4.603 G_L1: 4.892 D_real: 0.009 D_fake: 0.154 +(epoch: 113, iters: 55308, time: 0.298, data: 0.021) G_GAN: 2.923 G_L1: 2.308 D_real: 0.134 D_fake: 0.182 +(epoch: 113, iters: 55408, time: 0.394, data: 0.019) G_GAN: 3.430 G_L1: 2.556 D_real: 0.198 D_fake: 0.130 +(epoch: 113, iters: 55508, time: 0.300, data: 0.021) G_GAN: 4.548 G_L1: 3.913 D_real: 0.072 D_fake: 0.067 +(epoch: 113, iters: 55608, time: 0.289, data: 0.020) G_GAN: 4.173 G_L1: 3.837 D_real: 0.078 D_fake: 0.088 +(epoch: 113, iters: 55708, time: 0.296, data: 0.017) G_GAN: 3.793 G_L1: 6.847 D_real: 0.001 D_fake: 0.237 +(epoch: 113, iters: 55808, time: 0.396, data: 0.019) G_GAN: 4.720 G_L1: 4.080 D_real: 0.020 D_fake: 0.051 +(epoch: 113, iters: 55908, time: 0.300, data: 0.020) G_GAN: 4.650 G_L1: 4.447 D_real: 0.044 D_fake: 0.086 +(epoch: 113, iters: 56008, time: 0.294, data: 0.019) G_GAN: 3.457 G_L1: 3.063 D_real: 0.291 D_fake: 0.099 +(epoch: 113, iters: 56108, time: 0.292, data: 0.018) G_GAN: 3.609 G_L1: 4.824 D_real: 0.040 D_fake: 0.111 +(epoch: 113, iters: 56208, time: 0.674, data: 0.019) G_GAN: 5.415 G_L1: 3.597 D_real: 0.033 D_fake: 0.028 +(epoch: 113, iters: 56308, time: 0.303, data: 0.018) G_GAN: 4.374 G_L1: 3.840 D_real: 0.153 D_fake: 0.057 +(epoch: 113, iters: 56408, time: 0.300, data: 0.019) G_GAN: 4.845 G_L1: 4.220 D_real: 0.523 D_fake: 0.112 +(epoch: 113, iters: 56508, time: 0.301, data: 0.020) G_GAN: 3.193 G_L1: 3.000 D_real: 0.478 D_fake: 0.297 +(epoch: 113, iters: 56608, time: 0.410, data: 0.022) G_GAN: 4.931 G_L1: 3.928 D_real: 0.026 D_fake: 0.023 +(epoch: 113, iters: 56708, time: 0.305, data: 0.018) G_GAN: 2.943 G_L1: 4.473 D_real: 0.023 D_fake: 0.270 +(epoch: 113, iters: 56808, time: 0.281, data: 0.017) G_GAN: 4.533 G_L1: 5.679 D_real: 0.002 D_fake: 0.099 +(epoch: 113, iters: 56908, time: 0.297, data: 0.017) G_GAN: 4.115 G_L1: 4.206 D_real: 0.127 D_fake: 0.103 +(epoch: 113, iters: 57008, time: 0.393, data: 0.019) G_GAN: 4.128 G_L1: 3.760 D_real: 0.126 D_fake: 0.147 +(epoch: 113, iters: 57108, time: 0.293, data: 0.016) G_GAN: 4.403 G_L1: 4.194 D_real: 0.020 D_fake: 0.284 +(epoch: 113, iters: 57208, time: 0.299, data: 0.018) G_GAN: 2.293 G_L1: 3.204 D_real: 0.064 D_fake: 0.255 +(epoch: 113, iters: 57308, time: 0.297, data: 0.019) G_GAN: 2.945 G_L1: 4.307 D_real: 0.082 D_fake: 0.179 +(epoch: 113, iters: 57408, time: 0.404, data: 0.019) G_GAN: 3.924 G_L1: 3.282 D_real: 0.012 D_fake: 0.071 +(epoch: 113, iters: 57508, time: 0.292, data: 0.019) G_GAN: 3.588 G_L1: 4.083 D_real: 0.005 D_fake: 0.077 +(epoch: 113, iters: 57608, time: 0.297, data: 0.020) G_GAN: 3.400 G_L1: 3.819 D_real: 0.009 D_fake: 0.167 +(epoch: 113, iters: 57708, time: 0.300, data: 0.020) G_GAN: 2.842 G_L1: 4.541 D_real: 0.260 D_fake: 0.212 +(epoch: 113, iters: 57808, time: 0.412, data: 0.020) G_GAN: 4.180 G_L1: 5.023 D_real: 0.098 D_fake: 0.089 +(epoch: 113, iters: 57908, time: 0.294, data: 0.019) G_GAN: 3.933 G_L1: 4.295 D_real: 0.405 D_fake: 0.085 +(epoch: 113, iters: 58008, time: 0.299, data: 0.019) G_GAN: 2.766 G_L1: 3.019 D_real: 0.143 D_fake: 0.173 +(epoch: 113, iters: 58108, time: 0.295, data: 0.019) G_GAN: 4.457 G_L1: 3.867 D_real: 0.121 D_fake: 0.102 +(epoch: 113, iters: 58208, time: 0.689, data: 0.018) G_GAN: 3.222 G_L1: 2.672 D_real: 0.120 D_fake: 0.104 +(epoch: 113, iters: 58308, time: 0.290, data: 0.019) G_GAN: 2.564 G_L1: 3.031 D_real: 0.066 D_fake: 0.191 +(epoch: 113, iters: 58408, time: 0.295, data: 0.018) G_GAN: 3.677 G_L1: 4.242 D_real: 0.069 D_fake: 0.102 +(epoch: 113, iters: 58508, time: 0.282, data: 0.017) G_GAN: 2.614 G_L1: 3.773 D_real: 0.313 D_fake: 0.264 +(epoch: 113, iters: 58608, time: 0.394, data: 0.016) G_GAN: 3.080 G_L1: 4.104 D_real: 0.235 D_fake: 0.098 +(epoch: 113, iters: 58708, time: 0.289, data: 0.014) G_GAN: 4.409 G_L1: 6.238 D_real: 0.004 D_fake: 0.096 +(epoch: 113, iters: 58808, time: 0.287, data: 0.017) G_GAN: 2.195 G_L1: 3.099 D_real: 0.400 D_fake: 0.285 +(epoch: 113, iters: 58908, time: 0.290, data: 0.017) G_GAN: 3.647 G_L1: 3.674 D_real: 0.612 D_fake: 0.087 +(epoch: 113, iters: 59008, time: 0.392, data: 0.018) G_GAN: 4.564 G_L1: 3.419 D_real: 0.610 D_fake: 0.045 +(epoch: 113, iters: 59108, time: 0.278, data: 0.015) G_GAN: 3.728 G_L1: 3.184 D_real: 0.034 D_fake: 0.066 +(epoch: 113, iters: 59208, time: 0.286, data: 0.016) G_GAN: 3.114 G_L1: 3.581 D_real: 0.041 D_fake: 0.151 +(epoch: 113, iters: 59308, time: 0.290, data: 0.017) G_GAN: 4.080 G_L1: 3.068 D_real: 0.443 D_fake: 0.064 +(epoch: 113, iters: 59408, time: 0.386, data: 0.017) G_GAN: 4.364 G_L1: 4.170 D_real: 0.211 D_fake: 0.200 +(epoch: 113, iters: 59508, time: 0.275, data: 0.019) G_GAN: 4.920 G_L1: 3.855 D_real: 0.001 D_fake: 0.065 +(epoch: 113, iters: 59608, time: 0.293, data: 0.017) G_GAN: 3.150 G_L1: 3.468 D_real: 0.080 D_fake: 0.116 +(epoch: 113, iters: 59708, time: 0.276, data: 0.020) G_GAN: 3.015 G_L1: 3.615 D_real: 0.236 D_fake: 0.128 +(epoch: 113, iters: 59808, time: 0.396, data: 0.019) G_GAN: 3.821 G_L1: 3.766 D_real: 0.734 D_fake: 0.137 +(epoch: 113, iters: 59908, time: 0.297, data: 0.017) G_GAN: 2.473 G_L1: 3.290 D_real: 0.039 D_fake: 0.265 +(epoch: 113, iters: 60008, time: 0.279, data: 0.018) G_GAN: 2.663 G_L1: 3.200 D_real: 0.052 D_fake: 0.171 +(epoch: 114, iters: 92, time: 0.283, data: 0.017) G_GAN: 3.133 G_L1: 4.152 D_real: 0.020 D_fake: 0.254 +(epoch: 114, iters: 192, time: 0.641, data: 0.017) G_GAN: 3.558 G_L1: 2.785 D_real: 0.207 D_fake: 0.469 +(epoch: 114, iters: 292, time: 0.285, data: 0.022) G_GAN: 3.682 G_L1: 4.584 D_real: 0.306 D_fake: 0.083 +(epoch: 114, iters: 392, time: 0.286, data: 0.018) G_GAN: 4.527 G_L1: 5.255 D_real: 0.073 D_fake: 0.052 +(epoch: 114, iters: 492, time: 0.287, data: 0.019) G_GAN: 2.492 G_L1: 4.762 D_real: 0.346 D_fake: 0.435 +(epoch: 114, iters: 592, time: 0.409, data: 0.018) G_GAN: 2.422 G_L1: 2.013 D_real: 0.169 D_fake: 0.233 +(epoch: 114, iters: 692, time: 0.302, data: 0.020) G_GAN: 4.223 G_L1: 10.344 D_real: 0.262 D_fake: 0.094 +(epoch: 114, iters: 792, time: 0.302, data: 0.020) G_GAN: 4.621 G_L1: 4.056 D_real: 0.410 D_fake: 0.052 +(epoch: 114, iters: 892, time: 0.292, data: 0.020) G_GAN: 2.958 G_L1: 3.548 D_real: 0.021 D_fake: 0.278 +(epoch: 114, iters: 992, time: 0.395, data: 0.018) G_GAN: 4.893 G_L1: 3.259 D_real: 0.153 D_fake: 0.024 +(epoch: 114, iters: 1092, time: 0.294, data: 0.017) G_GAN: 3.670 G_L1: 3.838 D_real: 0.002 D_fake: 0.089 +(epoch: 114, iters: 1192, time: 0.279, data: 0.020) G_GAN: 2.952 G_L1: 2.912 D_real: 0.189 D_fake: 0.448 +(epoch: 114, iters: 1292, time: 0.274, data: 0.018) G_GAN: 3.572 G_L1: 2.679 D_real: 0.495 D_fake: 0.096 +(epoch: 114, iters: 1392, time: 0.379, data: 0.018) G_GAN: 4.386 G_L1: 2.689 D_real: 0.002 D_fake: 0.058 +(epoch: 114, iters: 1492, time: 0.285, data: 0.022) G_GAN: 2.107 G_L1: 2.190 D_real: 0.085 D_fake: 0.289 +(epoch: 114, iters: 1592, time: 0.277, data: 0.018) G_GAN: 4.074 G_L1: 4.017 D_real: 0.017 D_fake: 0.080 +(epoch: 114, iters: 1692, time: 0.290, data: 0.018) G_GAN: 4.793 G_L1: 3.786 D_real: 0.497 D_fake: 0.059 +(epoch: 114, iters: 1792, time: 0.396, data: 0.019) G_GAN: 4.304 G_L1: 3.673 D_real: 0.252 D_fake: 0.076 +(epoch: 114, iters: 1892, time: 0.292, data: 0.017) G_GAN: 4.102 G_L1: 3.406 D_real: 0.082 D_fake: 0.059 +(epoch: 114, iters: 1992, time: 0.302, data: 0.019) G_GAN: 3.061 G_L1: 3.939 D_real: 0.009 D_fake: 0.144 +(epoch: 114, iters: 2092, time: 0.300, data: 0.019) G_GAN: 3.242 G_L1: 2.788 D_real: 0.095 D_fake: 0.171 +(epoch: 114, iters: 2192, time: 0.677, data: 0.019) G_GAN: 2.398 G_L1: 2.779 D_real: 0.296 D_fake: 0.264 +(epoch: 114, iters: 2292, time: 0.293, data: 0.018) G_GAN: 3.763 G_L1: 2.531 D_real: 0.431 D_fake: 0.057 +(epoch: 114, iters: 2392, time: 0.295, data: 0.020) G_GAN: 2.565 G_L1: 3.360 D_real: 0.011 D_fake: 0.226 +(epoch: 114, iters: 2492, time: 0.284, data: 0.022) G_GAN: 3.524 G_L1: 4.479 D_real: 0.083 D_fake: 0.113 +(epoch: 114, iters: 2592, time: 0.416, data: 0.017) G_GAN: 4.665 G_L1: 4.264 D_real: 0.090 D_fake: 0.136 +(epoch: 114, iters: 2692, time: 0.305, data: 0.019) G_GAN: 3.573 G_L1: 3.843 D_real: 0.051 D_fake: 0.098 +(epoch: 114, iters: 2792, time: 0.287, data: 0.019) G_GAN: 3.195 G_L1: 3.794 D_real: 0.006 D_fake: 0.162 +(epoch: 114, iters: 2892, time: 0.259, data: 0.019) G_GAN: 3.593 G_L1: 4.135 D_real: 0.051 D_fake: 0.105 +(epoch: 114, iters: 2992, time: 0.417, data: 0.016) G_GAN: 3.964 G_L1: 3.488 D_real: 0.024 D_fake: 0.055 +(epoch: 114, iters: 3092, time: 0.291, data: 0.020) G_GAN: 3.347 G_L1: 3.391 D_real: 0.247 D_fake: 0.076 +(epoch: 114, iters: 3192, time: 0.284, data: 0.019) G_GAN: 2.569 G_L1: 2.019 D_real: 0.379 D_fake: 0.334 +(epoch: 114, iters: 3292, time: 0.295, data: 0.021) G_GAN: 4.228 G_L1: 3.448 D_real: 0.059 D_fake: 0.095 +(epoch: 114, iters: 3392, time: 0.378, data: 0.019) G_GAN: 3.182 G_L1: 3.895 D_real: 0.046 D_fake: 0.110 +(epoch: 114, iters: 3492, time: 0.303, data: 0.018) G_GAN: 3.342 G_L1: 3.961 D_real: 0.005 D_fake: 0.097 +(epoch: 114, iters: 3592, time: 0.295, data: 0.020) G_GAN: 3.124 G_L1: 2.387 D_real: 0.197 D_fake: 0.137 +(epoch: 114, iters: 3692, time: 0.303, data: 0.020) G_GAN: 3.397 G_L1: 3.648 D_real: 0.361 D_fake: 0.102 +(epoch: 114, iters: 3792, time: 0.405, data: 0.021) G_GAN: 3.352 G_L1: 3.306 D_real: 0.013 D_fake: 0.234 +(epoch: 114, iters: 3892, time: 0.300, data: 0.021) G_GAN: 2.665 G_L1: 3.312 D_real: 0.044 D_fake: 0.627 +(epoch: 114, iters: 3992, time: 0.277, data: 0.021) G_GAN: 3.670 G_L1: 3.075 D_real: 0.041 D_fake: 0.086 +(epoch: 114, iters: 4092, time: 0.299, data: 0.018) G_GAN: 4.390 G_L1: 3.871 D_real: 0.069 D_fake: 0.113 +(epoch: 114, iters: 4192, time: 0.694, data: 0.020) G_GAN: 4.165 G_L1: 5.197 D_real: 0.007 D_fake: 0.061 +(epoch: 114, iters: 4292, time: 0.301, data: 0.019) G_GAN: 3.366 G_L1: 2.603 D_real: 0.387 D_fake: 0.143 +(epoch: 114, iters: 4392, time: 0.295, data: 0.019) G_GAN: 2.785 G_L1: 4.056 D_real: 0.032 D_fake: 0.264 +(epoch: 114, iters: 4492, time: 0.303, data: 0.020) G_GAN: 3.624 G_L1: 2.797 D_real: 0.268 D_fake: 0.073 +(epoch: 114, iters: 4592, time: 0.426, data: 0.020) G_GAN: 3.998 G_L1: 3.226 D_real: 0.117 D_fake: 0.273 +(epoch: 114, iters: 4692, time: 0.291, data: 0.020) G_GAN: 3.245 G_L1: 2.760 D_real: 0.274 D_fake: 0.153 +(epoch: 114, iters: 4792, time: 0.302, data: 0.018) G_GAN: 3.233 G_L1: 3.611 D_real: 0.515 D_fake: 0.133 +(epoch: 114, iters: 4892, time: 0.299, data: 0.019) G_GAN: 3.584 G_L1: 3.284 D_real: 0.076 D_fake: 0.187 +(epoch: 114, iters: 4992, time: 0.417, data: 0.019) G_GAN: 2.890 G_L1: 3.668 D_real: 0.182 D_fake: 0.251 +(epoch: 114, iters: 5092, time: 0.292, data: 0.021) G_GAN: 3.435 G_L1: 3.419 D_real: 0.178 D_fake: 0.341 +(epoch: 114, iters: 5192, time: 0.300, data: 0.020) G_GAN: 3.943 G_L1: 4.817 D_real: 0.007 D_fake: 0.058 +(epoch: 114, iters: 5292, time: 0.295, data: 0.020) G_GAN: 4.132 G_L1: 2.531 D_real: 0.142 D_fake: 0.107 +(epoch: 114, iters: 5392, time: 0.393, data: 0.018) G_GAN: 3.399 G_L1: 3.772 D_real: 0.030 D_fake: 0.218 +(epoch: 114, iters: 5492, time: 0.296, data: 0.018) G_GAN: 2.129 G_L1: 2.310 D_real: 0.162 D_fake: 0.263 +(epoch: 114, iters: 5592, time: 0.287, data: 0.017) G_GAN: 3.948 G_L1: 4.409 D_real: 0.250 D_fake: 0.054 +(epoch: 114, iters: 5692, time: 0.290, data: 0.018) G_GAN: 3.778 G_L1: 3.168 D_real: 0.244 D_fake: 0.091 +(epoch: 114, iters: 5792, time: 0.424, data: 0.016) G_GAN: 3.503 G_L1: 3.618 D_real: 0.015 D_fake: 0.127 +(epoch: 114, iters: 5892, time: 0.293, data: 0.018) G_GAN: 3.613 G_L1: 3.959 D_real: 0.248 D_fake: 0.144 +(epoch: 114, iters: 5992, time: 0.303, data: 0.021) G_GAN: 3.277 G_L1: 2.637 D_real: 0.311 D_fake: 0.110 +(epoch: 114, iters: 6092, time: 0.302, data: 0.020) G_GAN: 4.173 G_L1: 3.591 D_real: 0.477 D_fake: 0.076 +(epoch: 114, iters: 6192, time: 0.660, data: 0.020) G_GAN: 3.450 G_L1: 4.311 D_real: 0.056 D_fake: 0.258 +(epoch: 114, iters: 6292, time: 0.297, data: 0.019) G_GAN: 2.191 G_L1: 3.152 D_real: 0.242 D_fake: 0.341 +(epoch: 114, iters: 6392, time: 0.301, data: 0.020) G_GAN: 4.437 G_L1: 3.600 D_real: 0.109 D_fake: 0.066 +(epoch: 114, iters: 6492, time: 0.294, data: 0.020) G_GAN: 4.042 G_L1: 4.031 D_real: 0.046 D_fake: 0.147 +(epoch: 114, iters: 6592, time: 0.411, data: 0.020) G_GAN: 2.711 G_L1: 4.542 D_real: 0.006 D_fake: 0.249 +(epoch: 114, iters: 6692, time: 0.294, data: 0.018) G_GAN: 2.896 G_L1: 3.894 D_real: 0.156 D_fake: 0.213 +(epoch: 114, iters: 6792, time: 0.300, data: 0.018) G_GAN: 4.225 G_L1: 3.198 D_real: 0.075 D_fake: 0.074 +(epoch: 114, iters: 6892, time: 0.303, data: 0.020) G_GAN: 2.669 G_L1: 2.961 D_real: 0.165 D_fake: 0.231 +(epoch: 114, iters: 6992, time: 0.357, data: 0.019) G_GAN: 2.280 G_L1: 3.566 D_real: 0.321 D_fake: 0.498 +(epoch: 114, iters: 7092, time: 0.296, data: 0.018) G_GAN: 3.061 G_L1: 4.453 D_real: 0.032 D_fake: 0.195 +(epoch: 114, iters: 7192, time: 0.308, data: 0.018) G_GAN: 4.248 G_L1: 3.318 D_real: 0.198 D_fake: 0.137 +(epoch: 114, iters: 7292, time: 0.294, data: 0.018) G_GAN: 3.697 G_L1: 4.371 D_real: 0.233 D_fake: 0.130 +(epoch: 114, iters: 7392, time: 0.385, data: 0.019) G_GAN: 3.777 G_L1: 3.156 D_real: 0.017 D_fake: 0.096 +(epoch: 114, iters: 7492, time: 0.290, data: 0.021) G_GAN: 3.811 G_L1: 4.901 D_real: 0.033 D_fake: 0.162 +(epoch: 114, iters: 7592, time: 0.304, data: 0.020) G_GAN: 3.153 G_L1: 4.101 D_real: 0.081 D_fake: 0.219 +(epoch: 114, iters: 7692, time: 0.304, data: 0.022) G_GAN: 3.283 G_L1: 3.131 D_real: 0.011 D_fake: 0.122 +(epoch: 114, iters: 7792, time: 0.406, data: 0.021) G_GAN: 3.499 G_L1: 3.509 D_real: 0.064 D_fake: 0.107 +(epoch: 114, iters: 7892, time: 0.296, data: 0.019) G_GAN: 2.507 G_L1: 3.956 D_real: 0.068 D_fake: 0.438 +(epoch: 114, iters: 7992, time: 0.304, data: 0.021) G_GAN: 2.858 G_L1: 3.361 D_real: 0.421 D_fake: 0.227 +(epoch: 114, iters: 8092, time: 0.299, data: 0.021) G_GAN: 3.749 G_L1: 4.475 D_real: 0.040 D_fake: 0.089 +(epoch: 114, iters: 8192, time: 0.673, data: 0.021) G_GAN: 4.551 G_L1: 3.263 D_real: 0.179 D_fake: 0.067 +(epoch: 114, iters: 8292, time: 0.307, data: 0.021) G_GAN: 3.671 G_L1: 4.494 D_real: 0.094 D_fake: 0.093 +(epoch: 114, iters: 8392, time: 0.296, data: 0.021) G_GAN: 3.986 G_L1: 4.399 D_real: 0.189 D_fake: 0.103 +(epoch: 114, iters: 8492, time: 0.295, data: 0.019) G_GAN: 3.615 G_L1: 3.202 D_real: 0.023 D_fake: 0.069 +(epoch: 114, iters: 8592, time: 0.420, data: 0.019) G_GAN: 3.593 G_L1: 2.038 D_real: 0.094 D_fake: 0.088 +(epoch: 114, iters: 8692, time: 0.306, data: 0.020) G_GAN: 3.666 G_L1: 3.163 D_real: 0.010 D_fake: 0.062 +(epoch: 114, iters: 8792, time: 0.303, data: 0.020) G_GAN: 5.870 G_L1: 4.600 D_real: 0.007 D_fake: 0.046 +(epoch: 114, iters: 8892, time: 0.302, data: 0.020) G_GAN: 2.931 G_L1: 4.095 D_real: 0.174 D_fake: 0.204 +(epoch: 114, iters: 8992, time: 0.423, data: 0.022) G_GAN: 3.779 G_L1: 3.558 D_real: 0.468 D_fake: 0.051 +(epoch: 114, iters: 9092, time: 0.289, data: 0.020) G_GAN: 3.018 G_L1: 4.072 D_real: 0.025 D_fake: 0.252 +(epoch: 114, iters: 9192, time: 0.292, data: 0.020) G_GAN: 2.833 G_L1: 3.105 D_real: 0.050 D_fake: 0.169 +(epoch: 114, iters: 9292, time: 0.300, data: 0.019) G_GAN: 3.310 G_L1: 3.746 D_real: 0.062 D_fake: 0.147 +(epoch: 114, iters: 9392, time: 0.411, data: 0.020) G_GAN: 2.349 G_L1: 3.606 D_real: 0.224 D_fake: 0.287 +(epoch: 114, iters: 9492, time: 0.290, data: 0.021) G_GAN: 4.366 G_L1: 3.394 D_real: 0.010 D_fake: 0.134 +(epoch: 114, iters: 9592, time: 0.287, data: 0.018) G_GAN: 4.492 G_L1: 4.081 D_real: 0.060 D_fake: 0.062 +(epoch: 114, iters: 9692, time: 0.293, data: 0.019) G_GAN: 4.201 G_L1: 5.681 D_real: 0.318 D_fake: 0.059 +(epoch: 114, iters: 9792, time: 0.420, data: 0.016) G_GAN: 5.073 G_L1: 3.979 D_real: 0.000 D_fake: 0.023 +(epoch: 114, iters: 9892, time: 0.301, data: 0.019) G_GAN: 4.517 G_L1: 4.044 D_real: 0.340 D_fake: 0.031 +(epoch: 114, iters: 9992, time: 0.300, data: 0.022) G_GAN: 4.353 G_L1: 3.503 D_real: 0.183 D_fake: 0.034 +(epoch: 114, iters: 10092, time: 0.301, data: 0.019) G_GAN: 3.062 G_L1: 2.480 D_real: 0.033 D_fake: 0.245 +(epoch: 114, iters: 10192, time: 0.680, data: 0.019) G_GAN: 3.094 G_L1: 2.777 D_real: 0.108 D_fake: 0.237 +(epoch: 114, iters: 10292, time: 0.301, data: 0.018) G_GAN: 3.110 G_L1: 4.224 D_real: 0.060 D_fake: 0.173 +(epoch: 114, iters: 10392, time: 0.302, data: 0.020) G_GAN: 3.998 G_L1: 4.426 D_real: 0.107 D_fake: 0.075 +(epoch: 114, iters: 10492, time: 0.296, data: 0.018) G_GAN: 3.561 G_L1: 4.609 D_real: 0.109 D_fake: 0.180 +(epoch: 114, iters: 10592, time: 0.408, data: 0.019) G_GAN: 3.350 G_L1: 2.717 D_real: 0.185 D_fake: 0.063 +(epoch: 114, iters: 10692, time: 0.299, data: 0.019) G_GAN: 3.964 G_L1: 2.462 D_real: 0.024 D_fake: 0.063 +(epoch: 114, iters: 10792, time: 0.299, data: 0.020) G_GAN: 3.076 G_L1: 2.350 D_real: 0.009 D_fake: 0.135 +(epoch: 114, iters: 10892, time: 0.295, data: 0.018) G_GAN: 2.513 G_L1: 4.473 D_real: 0.022 D_fake: 0.270 +(epoch: 114, iters: 10992, time: 0.409, data: 0.018) G_GAN: 3.032 G_L1: 3.363 D_real: 0.078 D_fake: 0.308 +(epoch: 114, iters: 11092, time: 0.298, data: 0.018) G_GAN: 2.771 G_L1: 4.003 D_real: 0.176 D_fake: 0.185 +(epoch: 114, iters: 11192, time: 0.290, data: 0.019) G_GAN: 3.421 G_L1: 5.818 D_real: 0.375 D_fake: 0.139 +(epoch: 114, iters: 11292, time: 0.306, data: 0.020) G_GAN: 4.315 G_L1: 3.925 D_real: 0.503 D_fake: 0.107 +(epoch: 114, iters: 11392, time: 0.426, data: 0.020) G_GAN: 4.169 G_L1: 4.009 D_real: 0.040 D_fake: 0.070 +(epoch: 114, iters: 11492, time: 0.302, data: 0.022) G_GAN: 2.577 G_L1: 3.680 D_real: 0.638 D_fake: 0.154 +(epoch: 114, iters: 11592, time: 0.293, data: 0.021) G_GAN: 3.827 G_L1: 3.913 D_real: 0.315 D_fake: 0.060 +(epoch: 114, iters: 11692, time: 0.300, data: 0.021) G_GAN: 2.898 G_L1: 3.545 D_real: 0.274 D_fake: 0.221 +(epoch: 114, iters: 11792, time: 0.391, data: 0.025) G_GAN: 2.841 G_L1: 1.896 D_real: 0.093 D_fake: 0.425 +(epoch: 114, iters: 11892, time: 0.293, data: 0.018) G_GAN: 2.972 G_L1: 2.992 D_real: 0.086 D_fake: 0.125 +(epoch: 114, iters: 11992, time: 0.296, data: 0.018) G_GAN: 4.690 G_L1: 3.092 D_real: 0.059 D_fake: 0.045 +(epoch: 114, iters: 12092, time: 0.287, data: 0.019) G_GAN: 4.488 G_L1: 3.925 D_real: 0.159 D_fake: 0.050 +(epoch: 114, iters: 12192, time: 0.684, data: 0.018) G_GAN: 3.567 G_L1: 3.252 D_real: 0.195 D_fake: 0.091 +(epoch: 114, iters: 12292, time: 0.301, data: 0.023) G_GAN: 4.323 G_L1: 3.524 D_real: 0.045 D_fake: 0.062 +(epoch: 114, iters: 12392, time: 0.298, data: 0.019) G_GAN: 3.432 G_L1: 2.995 D_real: 0.339 D_fake: 0.262 +(epoch: 114, iters: 12492, time: 0.304, data: 0.019) G_GAN: 4.494 G_L1: 2.883 D_real: 0.062 D_fake: 0.089 +(epoch: 114, iters: 12592, time: 0.416, data: 0.019) G_GAN: 4.004 G_L1: 3.134 D_real: 0.239 D_fake: 0.049 +(epoch: 114, iters: 12692, time: 0.302, data: 0.020) G_GAN: 3.874 G_L1: 4.164 D_real: 0.098 D_fake: 0.061 +(epoch: 114, iters: 12792, time: 0.299, data: 0.020) G_GAN: 3.540 G_L1: 3.571 D_real: 0.123 D_fake: 0.103 +(epoch: 114, iters: 12892, time: 0.304, data: 0.020) G_GAN: 4.288 G_L1: 3.807 D_real: 0.017 D_fake: 0.090 +(epoch: 114, iters: 12992, time: 0.416, data: 0.018) G_GAN: 4.369 G_L1: 2.282 D_real: 0.279 D_fake: 0.054 +(epoch: 114, iters: 13092, time: 0.307, data: 0.019) G_GAN: 3.769 G_L1: 3.395 D_real: 0.070 D_fake: 0.125 +(epoch: 114, iters: 13192, time: 0.292, data: 0.019) G_GAN: 3.889 G_L1: 4.053 D_real: 0.352 D_fake: 0.121 +(epoch: 114, iters: 13292, time: 0.292, data: 0.020) G_GAN: 2.815 G_L1: 3.304 D_real: 0.057 D_fake: 0.291 +(epoch: 114, iters: 13392, time: 0.414, data: 0.019) G_GAN: 4.077 G_L1: 4.034 D_real: 0.042 D_fake: 0.056 +(epoch: 114, iters: 13492, time: 0.303, data: 0.018) G_GAN: 2.694 G_L1: 3.081 D_real: 0.484 D_fake: 0.320 +(epoch: 114, iters: 13592, time: 0.299, data: 0.019) G_GAN: 3.207 G_L1: 3.579 D_real: 0.168 D_fake: 0.115 +(epoch: 114, iters: 13692, time: 0.302, data: 0.021) G_GAN: 3.283 G_L1: 2.719 D_real: 0.409 D_fake: 0.140 +(epoch: 114, iters: 13792, time: 0.382, data: 0.019) G_GAN: 3.098 G_L1: 3.540 D_real: 0.129 D_fake: 0.165 +(epoch: 114, iters: 13892, time: 0.299, data: 0.017) G_GAN: 3.487 G_L1: 3.287 D_real: 0.022 D_fake: 0.106 +(epoch: 114, iters: 13992, time: 0.294, data: 0.020) G_GAN: 3.431 G_L1: 4.600 D_real: 0.017 D_fake: 0.084 +(epoch: 114, iters: 14092, time: 0.297, data: 0.019) G_GAN: 4.278 G_L1: 10.812 D_real: 0.129 D_fake: 0.081 +(epoch: 114, iters: 14192, time: 0.668, data: 0.019) G_GAN: 4.293 G_L1: 9.229 D_real: 0.026 D_fake: 0.114 +(epoch: 114, iters: 14292, time: 0.291, data: 0.016) G_GAN: 4.649 G_L1: 4.637 D_real: 0.086 D_fake: 0.024 +(epoch: 114, iters: 14392, time: 0.302, data: 0.018) G_GAN: 2.208 G_L1: 3.280 D_real: 0.250 D_fake: 0.326 +(epoch: 114, iters: 14492, time: 0.291, data: 0.020) G_GAN: 3.744 G_L1: 3.953 D_real: 0.001 D_fake: 0.103 +(epoch: 114, iters: 14592, time: 0.382, data: 0.017) G_GAN: 2.770 G_L1: 4.995 D_real: 0.117 D_fake: 0.223 +(epoch: 114, iters: 14692, time: 0.298, data: 0.018) G_GAN: 3.351 G_L1: 4.297 D_real: 0.000 D_fake: 0.127 +(epoch: 114, iters: 14792, time: 0.298, data: 0.018) G_GAN: 3.766 G_L1: 4.109 D_real: 0.464 D_fake: 0.057 +(epoch: 114, iters: 14892, time: 0.292, data: 0.019) G_GAN: 3.748 G_L1: 3.717 D_real: 0.081 D_fake: 0.072 +(epoch: 114, iters: 14992, time: 0.392, data: 0.018) G_GAN: 3.015 G_L1: 4.276 D_real: 0.179 D_fake: 0.233 +(epoch: 114, iters: 15092, time: 0.303, data: 0.019) G_GAN: 3.610 G_L1: 3.852 D_real: 0.142 D_fake: 0.103 +(epoch: 114, iters: 15192, time: 0.293, data: 0.019) G_GAN: 4.331 G_L1: 3.906 D_real: 0.030 D_fake: 0.043 +(epoch: 114, iters: 15292, time: 0.299, data: 0.018) G_GAN: 4.176 G_L1: 2.871 D_real: 0.958 D_fake: 0.088 +(epoch: 114, iters: 15392, time: 0.413, data: 0.020) G_GAN: 2.894 G_L1: 3.121 D_real: 0.431 D_fake: 0.199 +(epoch: 114, iters: 15492, time: 0.303, data: 0.021) G_GAN: 3.343 G_L1: 3.408 D_real: 0.054 D_fake: 0.117 +(epoch: 114, iters: 15592, time: 0.299, data: 0.019) G_GAN: 3.492 G_L1: 4.719 D_real: 0.006 D_fake: 0.134 +(epoch: 114, iters: 15692, time: 0.275, data: 0.018) G_GAN: 3.363 G_L1: 3.587 D_real: 0.058 D_fake: 0.163 +(epoch: 114, iters: 15792, time: 0.381, data: 0.019) G_GAN: 2.989 G_L1: 3.046 D_real: 0.266 D_fake: 0.263 +(epoch: 114, iters: 15892, time: 0.303, data: 0.015) G_GAN: 3.106 G_L1: 3.468 D_real: 0.147 D_fake: 0.234 +(epoch: 114, iters: 15992, time: 0.293, data: 0.019) G_GAN: 3.824 G_L1: 3.790 D_real: 0.539 D_fake: 0.061 +(epoch: 114, iters: 16092, time: 0.304, data: 0.019) G_GAN: 3.453 G_L1: 3.455 D_real: 0.472 D_fake: 0.170 +(epoch: 114, iters: 16192, time: 0.694, data: 0.018) G_GAN: 3.731 G_L1: 3.322 D_real: 0.002 D_fake: 0.106 +(epoch: 114, iters: 16292, time: 0.296, data: 0.022) G_GAN: 4.514 G_L1: 4.118 D_real: 0.000 D_fake: 0.294 +(epoch: 114, iters: 16392, time: 0.280, data: 0.017) G_GAN: 2.834 G_L1: 3.884 D_real: 0.314 D_fake: 0.201 +(epoch: 114, iters: 16492, time: 0.298, data: 0.016) G_GAN: 3.605 G_L1: 2.771 D_real: 0.496 D_fake: 0.087 +(epoch: 114, iters: 16592, time: 0.412, data: 0.018) G_GAN: 3.372 G_L1: 3.750 D_real: 0.169 D_fake: 0.142 +(epoch: 114, iters: 16692, time: 0.305, data: 0.018) G_GAN: 3.854 G_L1: 3.249 D_real: 0.178 D_fake: 0.085 +(epoch: 114, iters: 16792, time: 0.290, data: 0.020) G_GAN: 3.618 G_L1: 3.894 D_real: 0.001 D_fake: 0.100 +(epoch: 114, iters: 16892, time: 0.291, data: 0.018) G_GAN: 3.450 G_L1: 3.239 D_real: 0.006 D_fake: 0.148 +(epoch: 114, iters: 16992, time: 0.409, data: 0.017) G_GAN: 3.007 G_L1: 6.471 D_real: 0.027 D_fake: 0.274 +(epoch: 114, iters: 17092, time: 0.276, data: 0.024) G_GAN: 3.408 G_L1: 3.715 D_real: 0.085 D_fake: 0.094 +(epoch: 114, iters: 17192, time: 0.297, data: 0.018) G_GAN: 5.503 G_L1: 5.514 D_real: 0.058 D_fake: 0.020 +(epoch: 114, iters: 17292, time: 0.299, data: 0.018) G_GAN: 4.332 G_L1: 4.237 D_real: 0.240 D_fake: 0.181 +(epoch: 114, iters: 17392, time: 0.414, data: 0.020) G_GAN: 2.957 G_L1: 3.311 D_real: 0.127 D_fake: 0.684 +(epoch: 114, iters: 17492, time: 0.299, data: 0.018) G_GAN: 3.933 G_L1: 4.131 D_real: 0.000 D_fake: 0.089 +(epoch: 114, iters: 17592, time: 0.300, data: 0.020) G_GAN: 2.813 G_L1: 5.099 D_real: 0.025 D_fake: 0.728 +(epoch: 114, iters: 17692, time: 0.297, data: 0.020) G_GAN: 3.797 G_L1: 4.669 D_real: 0.002 D_fake: 0.122 +(epoch: 114, iters: 17792, time: 0.405, data: 0.019) G_GAN: 3.550 G_L1: 2.923 D_real: 0.209 D_fake: 0.075 +(epoch: 114, iters: 17892, time: 0.291, data: 0.019) G_GAN: 1.757 G_L1: 2.286 D_real: 0.389 D_fake: 0.516 +(epoch: 114, iters: 17992, time: 0.281, data: 0.018) G_GAN: 3.429 G_L1: 12.195 D_real: 0.003 D_fake: 0.214 +(epoch: 114, iters: 18092, time: 0.288, data: 0.016) G_GAN: 3.735 G_L1: 2.624 D_real: 0.229 D_fake: 0.077 +(epoch: 114, iters: 18192, time: 0.624, data: 0.020) G_GAN: 4.260 G_L1: 3.791 D_real: 0.071 D_fake: 0.061 +(epoch: 114, iters: 18292, time: 0.297, data: 0.019) G_GAN: 3.837 G_L1: 5.757 D_real: 0.326 D_fake: 0.072 +(epoch: 114, iters: 18392, time: 0.291, data: 0.019) G_GAN: 2.598 G_L1: 2.646 D_real: 0.056 D_fake: 0.228 +(epoch: 114, iters: 18492, time: 0.301, data: 0.017) G_GAN: 2.738 G_L1: 3.567 D_real: 0.033 D_fake: 0.167 +(epoch: 114, iters: 18592, time: 0.383, data: 0.019) G_GAN: 3.622 G_L1: 2.949 D_real: 0.311 D_fake: 0.128 +(epoch: 114, iters: 18692, time: 0.288, data: 0.019) G_GAN: 2.896 G_L1: 3.654 D_real: 0.106 D_fake: 0.148 +(epoch: 114, iters: 18792, time: 0.286, data: 0.020) G_GAN: 5.204 G_L1: 5.155 D_real: 0.062 D_fake: 0.135 +(epoch: 114, iters: 18892, time: 0.285, data: 0.019) G_GAN: 5.015 G_L1: 5.662 D_real: 0.424 D_fake: 0.040 +(epoch: 114, iters: 18992, time: 0.414, data: 0.016) G_GAN: 4.951 G_L1: 5.771 D_real: 0.001 D_fake: 0.061 +(epoch: 114, iters: 19092, time: 0.293, data: 0.019) G_GAN: 3.196 G_L1: 3.806 D_real: 0.232 D_fake: 0.251 +(epoch: 114, iters: 19192, time: 0.292, data: 0.018) G_GAN: 4.060 G_L1: 3.833 D_real: 0.026 D_fake: 0.098 +(epoch: 114, iters: 19292, time: 0.303, data: 0.018) G_GAN: 3.497 G_L1: 3.336 D_real: 0.020 D_fake: 0.191 +(epoch: 114, iters: 19392, time: 0.376, data: 0.020) G_GAN: 2.708 G_L1: 3.388 D_real: 0.320 D_fake: 0.132 +(epoch: 114, iters: 19492, time: 0.291, data: 0.017) G_GAN: 4.039 G_L1: 5.999 D_real: 0.069 D_fake: 0.099 +(epoch: 114, iters: 19592, time: 0.290, data: 0.019) G_GAN: 3.500 G_L1: 3.520 D_real: 0.018 D_fake: 0.165 +(epoch: 114, iters: 19692, time: 0.305, data: 0.018) G_GAN: 4.142 G_L1: 3.118 D_real: 0.134 D_fake: 0.156 +(epoch: 114, iters: 19792, time: 0.415, data: 0.019) G_GAN: 3.111 G_L1: 5.372 D_real: 0.397 D_fake: 0.127 +(epoch: 114, iters: 19892, time: 0.281, data: 0.018) G_GAN: 3.427 G_L1: 3.653 D_real: 0.048 D_fake: 0.310 +(epoch: 114, iters: 19992, time: 0.300, data: 0.016) G_GAN: 3.845 G_L1: 2.841 D_real: 0.075 D_fake: 0.089 +(epoch: 114, iters: 20092, time: 0.303, data: 0.019) G_GAN: 4.212 G_L1: 3.494 D_real: 0.377 D_fake: 0.045 +(epoch: 114, iters: 20192, time: 0.672, data: 0.019) G_GAN: 2.849 G_L1: 4.026 D_real: 0.095 D_fake: 0.232 +(epoch: 114, iters: 20292, time: 0.287, data: 0.019) G_GAN: 3.478 G_L1: 3.927 D_real: 0.538 D_fake: 0.113 +(epoch: 114, iters: 20392, time: 0.294, data: 0.017) G_GAN: 3.986 G_L1: 3.437 D_real: 0.025 D_fake: 0.062 +(epoch: 114, iters: 20492, time: 0.301, data: 0.018) G_GAN: 3.553 G_L1: 3.102 D_real: 0.204 D_fake: 0.089 +(epoch: 114, iters: 20592, time: 0.409, data: 0.019) G_GAN: 4.674 G_L1: 5.796 D_real: 0.048 D_fake: 0.031 +(epoch: 114, iters: 20692, time: 0.298, data: 0.018) G_GAN: 4.483 G_L1: 3.567 D_real: 0.034 D_fake: 0.035 +(epoch: 114, iters: 20792, time: 0.300, data: 0.019) G_GAN: 3.296 G_L1: 3.787 D_real: 0.511 D_fake: 0.100 +(epoch: 114, iters: 20892, time: 0.286, data: 0.025) G_GAN: 2.752 G_L1: 3.247 D_real: 0.134 D_fake: 0.156 +(epoch: 114, iters: 20992, time: 0.419, data: 0.015) G_GAN: 3.071 G_L1: 3.117 D_real: 0.021 D_fake: 0.144 +(epoch: 114, iters: 21092, time: 0.299, data: 0.020) G_GAN: 3.638 G_L1: 4.807 D_real: 0.273 D_fake: 0.158 +(epoch: 114, iters: 21192, time: 0.280, data: 0.019) G_GAN: 3.205 G_L1: 3.558 D_real: 0.044 D_fake: 0.127 +(epoch: 114, iters: 21292, time: 0.296, data: 0.019) G_GAN: 3.183 G_L1: 4.133 D_real: 0.252 D_fake: 0.185 +(epoch: 114, iters: 21392, time: 0.407, data: 0.020) G_GAN: 3.230 G_L1: 3.574 D_real: 0.339 D_fake: 0.135 +(epoch: 114, iters: 21492, time: 0.300, data: 0.019) G_GAN: 4.479 G_L1: 3.423 D_real: 0.007 D_fake: 0.068 +(epoch: 114, iters: 21592, time: 0.305, data: 0.020) G_GAN: 4.307 G_L1: 3.555 D_real: 0.155 D_fake: 0.042 +(epoch: 114, iters: 21692, time: 0.300, data: 0.020) G_GAN: 3.538 G_L1: 3.404 D_real: 0.514 D_fake: 0.141 +(epoch: 114, iters: 21792, time: 0.402, data: 0.020) G_GAN: 2.526 G_L1: 3.420 D_real: 0.135 D_fake: 0.194 +(epoch: 114, iters: 21892, time: 0.281, data: 0.018) G_GAN: 4.077 G_L1: 4.360 D_real: 0.165 D_fake: 0.144 +(epoch: 114, iters: 21992, time: 0.305, data: 0.017) G_GAN: 3.896 G_L1: 4.343 D_real: 0.054 D_fake: 0.084 +(epoch: 114, iters: 22092, time: 0.283, data: 0.020) G_GAN: 2.993 G_L1: 7.827 D_real: 0.129 D_fake: 0.181 +(epoch: 114, iters: 22192, time: 0.671, data: 0.021) G_GAN: 3.776 G_L1: 3.607 D_real: 0.366 D_fake: 0.086 +(epoch: 114, iters: 22292, time: 0.284, data: 0.019) G_GAN: 3.814 G_L1: 3.675 D_real: 0.148 D_fake: 0.103 +(epoch: 114, iters: 22392, time: 0.292, data: 0.017) G_GAN: 3.888 G_L1: 4.616 D_real: 0.232 D_fake: 0.086 +(epoch: 114, iters: 22492, time: 0.290, data: 0.018) G_GAN: 2.854 G_L1: 3.223 D_real: 0.091 D_fake: 0.181 +(epoch: 114, iters: 22592, time: 0.367, data: 0.018) G_GAN: 3.210 G_L1: 3.603 D_real: 0.192 D_fake: 0.151 +(epoch: 114, iters: 22692, time: 0.283, data: 0.017) G_GAN: 3.302 G_L1: 3.466 D_real: 0.252 D_fake: 0.165 +(epoch: 114, iters: 22792, time: 0.295, data: 0.017) G_GAN: 2.792 G_L1: 2.469 D_real: 0.814 D_fake: 0.109 +(epoch: 114, iters: 22892, time: 0.297, data: 0.020) G_GAN: 3.299 G_L1: 3.098 D_real: 0.032 D_fake: 0.265 +(epoch: 114, iters: 22992, time: 0.411, data: 0.020) G_GAN: 3.658 G_L1: 3.060 D_real: 0.146 D_fake: 0.093 +(epoch: 114, iters: 23092, time: 0.293, data: 0.019) G_GAN: 4.315 G_L1: 6.846 D_real: 0.003 D_fake: 0.068 +(epoch: 114, iters: 23192, time: 0.296, data: 0.021) G_GAN: 2.518 G_L1: 3.747 D_real: 0.174 D_fake: 0.318 +(epoch: 114, iters: 23292, time: 0.282, data: 0.021) G_GAN: 4.112 G_L1: 4.018 D_real: 0.030 D_fake: 0.061 +(epoch: 114, iters: 23392, time: 0.394, data: 0.016) G_GAN: 4.168 G_L1: 4.277 D_real: 0.053 D_fake: 0.089 +(epoch: 114, iters: 23492, time: 0.286, data: 0.015) G_GAN: 3.184 G_L1: 3.417 D_real: 0.025 D_fake: 0.117 +(epoch: 114, iters: 23592, time: 0.292, data: 0.016) G_GAN: 3.131 G_L1: 3.343 D_real: 0.519 D_fake: 0.143 +(epoch: 114, iters: 23692, time: 0.279, data: 0.018) G_GAN: 2.917 G_L1: 4.451 D_real: 0.101 D_fake: 0.150 +(epoch: 114, iters: 23792, time: 0.380, data: 0.015) G_GAN: 3.673 G_L1: 2.975 D_real: 0.037 D_fake: 0.104 +(epoch: 114, iters: 23892, time: 0.290, data: 0.018) G_GAN: 4.038 G_L1: 3.990 D_real: 0.011 D_fake: 0.099 +(epoch: 114, iters: 23992, time: 0.278, data: 0.018) G_GAN: 4.152 G_L1: 3.286 D_real: 0.069 D_fake: 0.066 +(epoch: 114, iters: 24092, time: 0.275, data: 0.017) G_GAN: 3.499 G_L1: 2.387 D_real: 0.237 D_fake: 0.111 +(epoch: 114, iters: 24192, time: 0.671, data: 0.016) G_GAN: 3.602 G_L1: 4.253 D_real: 0.047 D_fake: 0.097 +(epoch: 114, iters: 24292, time: 0.277, data: 0.016) G_GAN: 3.897 G_L1: 3.854 D_real: 0.005 D_fake: 0.177 +(epoch: 114, iters: 24392, time: 0.279, data: 0.018) G_GAN: 4.212 G_L1: 3.616 D_real: 0.018 D_fake: 0.045 +(epoch: 114, iters: 24492, time: 0.275, data: 0.016) G_GAN: 4.591 G_L1: 3.464 D_real: 0.028 D_fake: 0.054 +(epoch: 114, iters: 24592, time: 0.412, data: 0.016) G_GAN: 2.840 G_L1: 3.365 D_real: 0.200 D_fake: 0.160 +(epoch: 114, iters: 24692, time: 0.287, data: 0.019) G_GAN: 2.643 G_L1: 3.227 D_real: 0.075 D_fake: 0.230 +(epoch: 114, iters: 24792, time: 0.278, data: 0.017) G_GAN: 2.981 G_L1: 5.007 D_real: 0.546 D_fake: 0.162 +(epoch: 114, iters: 24892, time: 0.296, data: 0.016) G_GAN: 2.761 G_L1: 4.160 D_real: 0.173 D_fake: 0.287 +(epoch: 114, iters: 24992, time: 0.411, data: 0.018) G_GAN: 2.914 G_L1: 3.275 D_real: 0.347 D_fake: 0.194 +(epoch: 114, iters: 25092, time: 0.297, data: 0.017) G_GAN: 5.193 G_L1: 5.209 D_real: 0.059 D_fake: 0.068 +(epoch: 114, iters: 25192, time: 0.294, data: 0.020) G_GAN: 3.498 G_L1: 4.059 D_real: 0.011 D_fake: 0.116 +(epoch: 114, iters: 25292, time: 0.287, data: 0.019) G_GAN: 2.630 G_L1: 3.108 D_real: 0.238 D_fake: 0.441 +(epoch: 114, iters: 25392, time: 0.407, data: 0.017) G_GAN: 3.521 G_L1: 4.947 D_real: 0.477 D_fake: 0.089 +(epoch: 114, iters: 25492, time: 0.285, data: 0.017) G_GAN: 3.876 G_L1: 4.803 D_real: 0.119 D_fake: 0.131 +(epoch: 114, iters: 25592, time: 0.283, data: 0.017) G_GAN: 2.957 G_L1: 3.351 D_real: 0.229 D_fake: 0.112 +(epoch: 114, iters: 25692, time: 0.293, data: 0.018) G_GAN: 2.761 G_L1: 3.819 D_real: 0.037 D_fake: 0.168 +(epoch: 114, iters: 25792, time: 0.383, data: 0.018) G_GAN: 4.014 G_L1: 3.866 D_real: 0.079 D_fake: 0.235 +(epoch: 114, iters: 25892, time: 0.296, data: 0.018) G_GAN: 3.372 G_L1: 3.851 D_real: 0.047 D_fake: 0.142 +(epoch: 114, iters: 25992, time: 0.278, data: 0.018) G_GAN: 3.521 G_L1: 3.774 D_real: 0.047 D_fake: 0.157 +(epoch: 114, iters: 26092, time: 0.277, data: 0.019) G_GAN: 2.959 G_L1: 3.527 D_real: 0.314 D_fake: 0.122 +(epoch: 114, iters: 26192, time: 0.648, data: 0.017) G_GAN: 3.418 G_L1: 3.580 D_real: 0.553 D_fake: 0.143 +(epoch: 114, iters: 26292, time: 0.293, data: 0.017) G_GAN: 4.187 G_L1: 4.236 D_real: 0.275 D_fake: 0.043 +(epoch: 114, iters: 26392, time: 0.282, data: 0.017) G_GAN: 2.935 G_L1: 3.432 D_real: 0.251 D_fake: 0.141 +(epoch: 114, iters: 26492, time: 0.289, data: 0.017) G_GAN: 2.948 G_L1: 3.316 D_real: 0.219 D_fake: 0.147 +(epoch: 114, iters: 26592, time: 0.376, data: 0.018) G_GAN: 5.309 G_L1: 4.140 D_real: 0.046 D_fake: 0.205 +(epoch: 114, iters: 26692, time: 0.287, data: 0.017) G_GAN: 3.276 G_L1: 3.130 D_real: 0.621 D_fake: 0.068 +(epoch: 114, iters: 26792, time: 0.298, data: 0.019) G_GAN: 2.466 G_L1: 3.238 D_real: 0.037 D_fake: 0.520 +(epoch: 114, iters: 26892, time: 0.300, data: 0.022) G_GAN: 3.197 G_L1: 3.546 D_real: 0.296 D_fake: 0.134 +(epoch: 114, iters: 26992, time: 0.409, data: 0.019) G_GAN: 3.741 G_L1: 3.930 D_real: 0.018 D_fake: 0.146 +(epoch: 114, iters: 27092, time: 0.280, data: 0.017) G_GAN: 4.138 G_L1: 3.663 D_real: 0.658 D_fake: 0.075 +(epoch: 114, iters: 27192, time: 0.286, data: 0.016) G_GAN: 3.343 G_L1: 4.209 D_real: 0.564 D_fake: 0.150 +(epoch: 114, iters: 27292, time: 0.284, data: 0.017) G_GAN: 4.384 G_L1: 2.303 D_real: 0.298 D_fake: 0.068 +(epoch: 114, iters: 27392, time: 0.385, data: 0.017) G_GAN: 3.990 G_L1: 3.425 D_real: 0.231 D_fake: 0.082 +(epoch: 114, iters: 27492, time: 0.261, data: 0.016) G_GAN: 3.302 G_L1: 2.985 D_real: 0.606 D_fake: 0.162 +(epoch: 114, iters: 27592, time: 0.269, data: 0.014) G_GAN: 3.872 G_L1: 3.933 D_real: 0.143 D_fake: 0.066 +(epoch: 114, iters: 27692, time: 0.269, data: 0.023) G_GAN: 3.512 G_L1: 4.230 D_real: 0.459 D_fake: 0.088 +(epoch: 114, iters: 27792, time: 0.407, data: 0.015) G_GAN: 3.158 G_L1: 3.908 D_real: 0.015 D_fake: 0.215 +(epoch: 114, iters: 27892, time: 0.276, data: 0.018) G_GAN: 2.690 G_L1: 3.705 D_real: 0.119 D_fake: 0.198 +(epoch: 114, iters: 27992, time: 0.278, data: 0.017) G_GAN: 2.569 G_L1: 2.952 D_real: 0.156 D_fake: 0.204 +(epoch: 114, iters: 28092, time: 0.280, data: 0.017) G_GAN: 4.646 G_L1: 4.096 D_real: 0.129 D_fake: 0.143 +(epoch: 114, iters: 28192, time: 0.649, data: 0.018) G_GAN: 3.200 G_L1: 4.204 D_real: 0.013 D_fake: 0.241 +(epoch: 114, iters: 28292, time: 0.303, data: 0.022) G_GAN: 4.735 G_L1: 3.517 D_real: 0.003 D_fake: 0.169 +(epoch: 114, iters: 28392, time: 0.287, data: 0.019) G_GAN: 3.576 G_L1: 4.364 D_real: 0.174 D_fake: 0.091 +(epoch: 114, iters: 28492, time: 0.283, data: 0.018) G_GAN: 3.412 G_L1: 3.253 D_real: 0.016 D_fake: 0.122 +(epoch: 114, iters: 28592, time: 0.419, data: 0.017) G_GAN: 4.698 G_L1: 3.179 D_real: 0.072 D_fake: 0.034 +(epoch: 114, iters: 28692, time: 0.291, data: 0.022) G_GAN: 3.600 G_L1: 2.874 D_real: 0.046 D_fake: 0.085 +(epoch: 114, iters: 28792, time: 0.288, data: 0.017) G_GAN: 3.947 G_L1: 2.397 D_real: 0.089 D_fake: 0.103 +(epoch: 114, iters: 28892, time: 0.281, data: 0.032) G_GAN: 3.742 G_L1: 3.624 D_real: 0.125 D_fake: 0.078 +(epoch: 114, iters: 28992, time: 0.389, data: 0.017) G_GAN: 3.775 G_L1: 2.712 D_real: 0.095 D_fake: 0.171 +(epoch: 114, iters: 29092, time: 0.293, data: 0.016) G_GAN: 4.013 G_L1: 3.656 D_real: 0.193 D_fake: 0.072 +(epoch: 114, iters: 29192, time: 0.291, data: 0.018) G_GAN: 3.730 G_L1: 4.288 D_real: 0.018 D_fake: 0.198 +(epoch: 114, iters: 29292, time: 0.293, data: 0.019) G_GAN: 3.255 G_L1: 3.728 D_real: 0.081 D_fake: 0.213 +(epoch: 114, iters: 29392, time: 0.399, data: 0.019) G_GAN: 3.652 G_L1: 3.000 D_real: 0.111 D_fake: 0.142 +(epoch: 114, iters: 29492, time: 0.292, data: 0.018) G_GAN: 3.564 G_L1: 5.587 D_real: 0.000 D_fake: 0.093 +(epoch: 114, iters: 29592, time: 0.280, data: 0.018) G_GAN: 2.923 G_L1: 3.536 D_real: 0.178 D_fake: 0.158 +(epoch: 114, iters: 29692, time: 0.296, data: 0.016) G_GAN: 3.663 G_L1: 3.422 D_real: 0.071 D_fake: 0.081 +(epoch: 114, iters: 29792, time: 0.420, data: 0.018) G_GAN: 4.120 G_L1: 3.683 D_real: 0.230 D_fake: 0.064 +(epoch: 114, iters: 29892, time: 0.293, data: 0.020) G_GAN: 3.533 G_L1: 3.701 D_real: 0.262 D_fake: 0.087 +(epoch: 114, iters: 29992, time: 0.293, data: 0.019) G_GAN: 3.477 G_L1: 3.802 D_real: 0.098 D_fake: 0.079 +(epoch: 114, iters: 30092, time: 0.285, data: 0.019) G_GAN: 3.391 G_L1: 4.333 D_real: 0.016 D_fake: 0.301 +(epoch: 114, iters: 30192, time: 0.637, data: 0.018) G_GAN: 3.169 G_L1: 2.992 D_real: 0.033 D_fake: 0.122 +(epoch: 114, iters: 30292, time: 0.289, data: 0.015) G_GAN: 3.400 G_L1: 4.897 D_real: 0.323 D_fake: 0.078 +(epoch: 114, iters: 30392, time: 0.289, data: 0.019) G_GAN: 2.981 G_L1: 3.661 D_real: 0.259 D_fake: 0.147 +(epoch: 114, iters: 30492, time: 0.299, data: 0.018) G_GAN: 3.860 G_L1: 4.807 D_real: 0.083 D_fake: 0.070 +(epoch: 114, iters: 30592, time: 0.407, data: 0.021) G_GAN: 3.814 G_L1: 2.446 D_real: 0.355 D_fake: 0.074 +(epoch: 114, iters: 30692, time: 0.296, data: 0.017) G_GAN: 2.430 G_L1: 3.379 D_real: 0.163 D_fake: 0.260 +(epoch: 114, iters: 30792, time: 0.294, data: 0.018) G_GAN: 3.996 G_L1: 2.274 D_real: 0.259 D_fake: 0.107 +(epoch: 114, iters: 30892, time: 0.289, data: 0.020) G_GAN: 4.062 G_L1: 3.231 D_real: 0.264 D_fake: 0.038 +(epoch: 114, iters: 30992, time: 0.370, data: 0.019) G_GAN: 3.867 G_L1: 4.846 D_real: 0.006 D_fake: 0.117 +(epoch: 114, iters: 31092, time: 0.296, data: 0.016) G_GAN: 2.814 G_L1: 3.991 D_real: 0.019 D_fake: 0.282 +(epoch: 114, iters: 31192, time: 0.286, data: 0.018) G_GAN: 3.771 G_L1: 2.264 D_real: 0.106 D_fake: 0.090 +(epoch: 114, iters: 31292, time: 0.297, data: 0.017) G_GAN: 4.025 G_L1: 4.438 D_real: 0.002 D_fake: 0.078 +(epoch: 114, iters: 31392, time: 0.408, data: 0.018) G_GAN: 4.022 G_L1: 3.151 D_real: 0.001 D_fake: 0.058 +(epoch: 114, iters: 31492, time: 0.304, data: 0.018) G_GAN: 3.736 G_L1: 2.655 D_real: 0.493 D_fake: 0.074 +(epoch: 114, iters: 31592, time: 0.295, data: 0.018) G_GAN: 3.720 G_L1: 3.565 D_real: 0.013 D_fake: 0.074 +(epoch: 114, iters: 31692, time: 0.268, data: 0.021) G_GAN: 4.145 G_L1: 4.013 D_real: 0.350 D_fake: 0.089 +(epoch: 114, iters: 31792, time: 0.380, data: 0.016) G_GAN: 7.918 G_L1: 3.208 D_real: 0.059 D_fake: 0.012 +(epoch: 114, iters: 31892, time: 0.296, data: 0.018) G_GAN: 4.922 G_L1: 3.936 D_real: 0.011 D_fake: 0.039 +(epoch: 114, iters: 31992, time: 0.290, data: 0.018) G_GAN: 3.826 G_L1: 4.653 D_real: 0.009 D_fake: 0.168 +(epoch: 114, iters: 32092, time: 0.294, data: 0.018) G_GAN: 2.999 G_L1: 4.385 D_real: 0.006 D_fake: 0.400 +(epoch: 114, iters: 32192, time: 0.592, data: 0.020) G_GAN: 4.121 G_L1: 2.956 D_real: 0.132 D_fake: 0.068 +(epoch: 114, iters: 32292, time: 0.296, data: 0.016) G_GAN: 3.561 G_L1: 3.515 D_real: 0.366 D_fake: 0.067 +(epoch: 114, iters: 32392, time: 0.297, data: 0.021) G_GAN: 4.279 G_L1: 4.568 D_real: 0.302 D_fake: 0.073 +(epoch: 114, iters: 32492, time: 0.297, data: 0.018) G_GAN: 3.192 G_L1: 4.930 D_real: 0.093 D_fake: 0.178 +(epoch: 114, iters: 32592, time: 0.410, data: 0.018) G_GAN: 2.404 G_L1: 3.059 D_real: 0.317 D_fake: 0.270 +(epoch: 114, iters: 32692, time: 0.289, data: 0.018) G_GAN: 3.444 G_L1: 3.667 D_real: 0.024 D_fake: 0.148 +(epoch: 114, iters: 32792, time: 0.290, data: 0.017) G_GAN: 3.085 G_L1: 3.661 D_real: 0.104 D_fake: 0.147 +(epoch: 114, iters: 32892, time: 0.301, data: 0.018) G_GAN: 3.796 G_L1: 3.364 D_real: 0.186 D_fake: 0.098 +(epoch: 114, iters: 32992, time: 0.406, data: 0.018) G_GAN: 4.879 G_L1: 3.632 D_real: 0.043 D_fake: 0.039 +(epoch: 114, iters: 33092, time: 0.279, data: 0.018) G_GAN: 3.314 G_L1: 3.603 D_real: 0.102 D_fake: 0.117 +(epoch: 114, iters: 33192, time: 0.290, data: 0.018) G_GAN: 2.495 G_L1: 4.867 D_real: 0.002 D_fake: 0.343 +(epoch: 114, iters: 33292, time: 0.301, data: 0.019) G_GAN: 3.951 G_L1: 3.444 D_real: 0.024 D_fake: 0.115 +(epoch: 114, iters: 33392, time: 0.393, data: 0.018) G_GAN: 2.361 G_L1: 2.852 D_real: 0.390 D_fake: 0.240 +(epoch: 114, iters: 33492, time: 0.295, data: 0.018) G_GAN: 3.264 G_L1: 4.406 D_real: 0.298 D_fake: 0.175 +(epoch: 114, iters: 33592, time: 0.302, data: 0.018) G_GAN: 3.946 G_L1: 2.625 D_real: 0.001 D_fake: 0.069 +(epoch: 114, iters: 33692, time: 0.298, data: 0.020) G_GAN: 4.740 G_L1: 4.012 D_real: 0.043 D_fake: 0.086 +(epoch: 114, iters: 33792, time: 0.380, data: 0.020) G_GAN: 4.307 G_L1: 4.054 D_real: 0.005 D_fake: 0.075 +(epoch: 114, iters: 33892, time: 0.292, data: 0.018) G_GAN: 3.674 G_L1: 4.008 D_real: 0.036 D_fake: 0.132 +(epoch: 114, iters: 33992, time: 0.284, data: 0.028) G_GAN: 3.062 G_L1: 3.856 D_real: 0.199 D_fake: 0.109 +(epoch: 114, iters: 34092, time: 0.293, data: 0.025) G_GAN: 3.606 G_L1: 3.769 D_real: 0.343 D_fake: 0.107 +(epoch: 114, iters: 34192, time: 0.649, data: 0.018) G_GAN: 3.007 G_L1: 4.198 D_real: 0.002 D_fake: 0.180 +(epoch: 114, iters: 34292, time: 0.289, data: 0.018) G_GAN: 2.559 G_L1: 3.536 D_real: 1.067 D_fake: 0.217 +(epoch: 114, iters: 34392, time: 0.300, data: 0.016) G_GAN: 3.694 G_L1: 3.633 D_real: 0.018 D_fake: 0.171 +(epoch: 114, iters: 34492, time: 0.289, data: 0.019) G_GAN: 4.168 G_L1: 4.940 D_real: 0.150 D_fake: 0.048 +(epoch: 114, iters: 34592, time: 0.409, data: 0.016) G_GAN: 3.690 G_L1: 4.191 D_real: 0.004 D_fake: 0.076 +(epoch: 114, iters: 34692, time: 0.295, data: 0.019) G_GAN: 2.508 G_L1: 5.210 D_real: 0.001 D_fake: 0.309 +(epoch: 114, iters: 34792, time: 0.291, data: 0.020) G_GAN: 3.655 G_L1: 3.889 D_real: 0.030 D_fake: 0.099 +(epoch: 114, iters: 34892, time: 0.294, data: 0.018) G_GAN: 3.680 G_L1: 5.469 D_real: 0.062 D_fake: 0.132 +(epoch: 114, iters: 34992, time: 0.434, data: 0.019) G_GAN: 3.597 G_L1: 4.881 D_real: 0.008 D_fake: 0.156 +(epoch: 114, iters: 35092, time: 0.296, data: 0.019) G_GAN: 3.095 G_L1: 2.846 D_real: 0.997 D_fake: 0.131 +(epoch: 114, iters: 35192, time: 0.303, data: 0.019) G_GAN: 3.556 G_L1: 4.207 D_real: 0.308 D_fake: 0.113 +(epoch: 114, iters: 35292, time: 0.297, data: 0.021) G_GAN: 3.773 G_L1: 3.983 D_real: 0.017 D_fake: 0.094 +(epoch: 114, iters: 35392, time: 0.422, data: 0.018) G_GAN: 4.104 G_L1: 3.028 D_real: 0.914 D_fake: 0.119 +(epoch: 114, iters: 35492, time: 0.276, data: 0.018) G_GAN: 2.651 G_L1: 3.506 D_real: 0.236 D_fake: 0.195 +(epoch: 114, iters: 35592, time: 0.289, data: 0.019) G_GAN: 2.838 G_L1: 2.944 D_real: 0.005 D_fake: 0.176 +(epoch: 114, iters: 35692, time: 0.306, data: 0.020) G_GAN: 2.554 G_L1: 2.815 D_real: 0.464 D_fake: 0.303 +(epoch: 114, iters: 35792, time: 0.407, data: 0.018) G_GAN: 3.290 G_L1: 4.840 D_real: 0.258 D_fake: 0.157 +(epoch: 114, iters: 35892, time: 0.305, data: 0.019) G_GAN: 3.383 G_L1: 3.311 D_real: 0.678 D_fake: 0.145 +(epoch: 114, iters: 35992, time: 0.296, data: 0.020) G_GAN: 3.251 G_L1: 3.410 D_real: 0.139 D_fake: 0.234 +(epoch: 114, iters: 36092, time: 0.298, data: 0.023) G_GAN: 3.399 G_L1: 3.491 D_real: 0.164 D_fake: 0.106 +(epoch: 114, iters: 36192, time: 0.669, data: 0.019) G_GAN: 3.811 G_L1: 4.049 D_real: 0.096 D_fake: 0.103 +(epoch: 114, iters: 36292, time: 0.303, data: 0.020) G_GAN: 3.662 G_L1: 3.294 D_real: 0.009 D_fake: 0.100 +(epoch: 114, iters: 36392, time: 0.282, data: 0.019) G_GAN: 3.568 G_L1: 3.313 D_real: 0.227 D_fake: 0.084 +(epoch: 114, iters: 36492, time: 0.301, data: 0.018) G_GAN: 2.784 G_L1: 3.080 D_real: 0.048 D_fake: 0.225 +(epoch: 114, iters: 36592, time: 0.414, data: 0.019) G_GAN: 2.929 G_L1: 3.929 D_real: 0.132 D_fake: 0.193 +(epoch: 114, iters: 36692, time: 0.284, data: 0.019) G_GAN: 4.765 G_L1: 3.629 D_real: 0.004 D_fake: 0.032 +(epoch: 114, iters: 36792, time: 0.304, data: 0.020) G_GAN: 3.227 G_L1: 3.511 D_real: 0.214 D_fake: 0.093 +(epoch: 114, iters: 36892, time: 0.303, data: 0.019) G_GAN: 3.940 G_L1: 3.570 D_real: 0.239 D_fake: 0.104 +(epoch: 114, iters: 36992, time: 0.421, data: 0.020) G_GAN: 3.333 G_L1: 2.959 D_real: 0.138 D_fake: 0.098 +(epoch: 114, iters: 37092, time: 0.302, data: 0.018) G_GAN: 3.677 G_L1: 4.060 D_real: 0.115 D_fake: 0.112 +(epoch: 114, iters: 37192, time: 0.306, data: 0.020) G_GAN: 2.611 G_L1: 2.610 D_real: 0.167 D_fake: 0.206 +(epoch: 114, iters: 37292, time: 0.302, data: 0.020) G_GAN: 4.317 G_L1: 2.645 D_real: 0.452 D_fake: 0.039 +(epoch: 114, iters: 37392, time: 0.412, data: 0.018) G_GAN: 3.061 G_L1: 2.781 D_real: 0.495 D_fake: 0.144 +(epoch: 114, iters: 37492, time: 0.298, data: 0.018) G_GAN: 2.911 G_L1: 3.280 D_real: 0.100 D_fake: 0.138 +(epoch: 114, iters: 37592, time: 0.293, data: 0.018) G_GAN: 3.359 G_L1: 3.624 D_real: 0.014 D_fake: 0.112 +(epoch: 114, iters: 37692, time: 0.274, data: 0.017) G_GAN: 3.456 G_L1: 2.762 D_real: 0.131 D_fake: 0.131 +(epoch: 114, iters: 37792, time: 0.412, data: 0.017) G_GAN: 3.643 G_L1: 5.464 D_real: 0.006 D_fake: 0.102 +(epoch: 114, iters: 37892, time: 0.281, data: 0.017) G_GAN: 4.801 G_L1: 3.075 D_real: 0.222 D_fake: 0.059 +(epoch: 114, iters: 37992, time: 0.300, data: 0.017) G_GAN: 3.009 G_L1: 2.267 D_real: 0.573 D_fake: 0.130 +(epoch: 114, iters: 38092, time: 0.297, data: 0.020) G_GAN: 3.855 G_L1: 3.928 D_real: 0.080 D_fake: 0.059 +(epoch: 114, iters: 38192, time: 0.638, data: 0.018) G_GAN: 2.098 G_L1: 3.809 D_real: 0.080 D_fake: 0.385 +(epoch: 114, iters: 38292, time: 0.297, data: 0.017) G_GAN: 4.782 G_L1: 3.170 D_real: 0.063 D_fake: 0.089 +(epoch: 114, iters: 38392, time: 0.286, data: 0.018) G_GAN: 3.380 G_L1: 2.901 D_real: 0.028 D_fake: 0.194 +(epoch: 114, iters: 38492, time: 0.298, data: 0.019) G_GAN: 2.751 G_L1: 3.211 D_real: 0.073 D_fake: 0.243 +(epoch: 114, iters: 38592, time: 0.402, data: 0.028) G_GAN: 3.593 G_L1: 3.924 D_real: 0.000 D_fake: 0.198 +(epoch: 114, iters: 38692, time: 0.302, data: 0.017) G_GAN: 3.486 G_L1: 3.241 D_real: 0.124 D_fake: 0.109 +(epoch: 114, iters: 38792, time: 0.298, data: 0.020) G_GAN: 3.266 G_L1: 4.626 D_real: 0.125 D_fake: 0.182 +(epoch: 114, iters: 38892, time: 0.296, data: 0.019) G_GAN: 4.842 G_L1: 5.802 D_real: 0.048 D_fake: 0.028 +(epoch: 114, iters: 38992, time: 0.414, data: 0.018) G_GAN: 4.520 G_L1: 4.760 D_real: 0.074 D_fake: 0.032 +(epoch: 114, iters: 39092, time: 0.303, data: 0.020) G_GAN: 3.368 G_L1: 3.591 D_real: 0.150 D_fake: 0.135 +(epoch: 114, iters: 39192, time: 0.296, data: 0.021) G_GAN: 3.968 G_L1: 3.700 D_real: 0.456 D_fake: 0.164 +(epoch: 114, iters: 39292, time: 0.299, data: 0.018) G_GAN: 2.654 G_L1: 3.826 D_real: 0.144 D_fake: 0.190 +(epoch: 114, iters: 39392, time: 0.400, data: 0.019) G_GAN: 3.538 G_L1: 5.653 D_real: 0.065 D_fake: 0.336 +(epoch: 114, iters: 39492, time: 0.292, data: 0.020) G_GAN: 2.949 G_L1: 3.029 D_real: 0.155 D_fake: 0.132 +(epoch: 114, iters: 39592, time: 0.297, data: 0.019) G_GAN: 3.831 G_L1: 7.095 D_real: 0.002 D_fake: 0.085 +(epoch: 114, iters: 39692, time: 0.297, data: 0.020) G_GAN: 3.430 G_L1: 2.593 D_real: 0.879 D_fake: 0.073 +(epoch: 114, iters: 39792, time: 0.381, data: 0.019) G_GAN: 2.079 G_L1: 2.618 D_real: 0.188 D_fake: 0.297 +(epoch: 114, iters: 39892, time: 0.287, data: 0.019) G_GAN: 3.448 G_L1: 3.901 D_real: 0.038 D_fake: 0.212 +(epoch: 114, iters: 39992, time: 0.296, data: 0.017) G_GAN: 4.257 G_L1: 3.808 D_real: 0.377 D_fake: 0.045 +(epoch: 114, iters: 40092, time: 0.304, data: 0.020) G_GAN: 3.548 G_L1: 3.114 D_real: 0.000 D_fake: 0.280 +(epoch: 114, iters: 40192, time: 0.649, data: 0.019) G_GAN: 4.416 G_L1: 3.915 D_real: 0.298 D_fake: 0.068 +(epoch: 114, iters: 40292, time: 0.304, data: 0.020) G_GAN: 5.500 G_L1: 5.358 D_real: 0.239 D_fake: 0.012 +(epoch: 114, iters: 40392, time: 0.304, data: 0.019) G_GAN: 3.372 G_L1: 3.320 D_real: 0.023 D_fake: 0.113 +(epoch: 114, iters: 40492, time: 0.302, data: 0.020) G_GAN: 2.517 G_L1: 2.910 D_real: 0.464 D_fake: 0.236 +(epoch: 114, iters: 40592, time: 0.416, data: 0.020) G_GAN: 3.188 G_L1: 3.806 D_real: 0.153 D_fake: 0.112 +(epoch: 114, iters: 40692, time: 0.300, data: 0.018) G_GAN: 3.667 G_L1: 3.003 D_real: 0.014 D_fake: 0.077 +(epoch: 114, iters: 40792, time: 0.302, data: 0.020) G_GAN: 3.067 G_L1: 3.401 D_real: 0.045 D_fake: 0.228 +(epoch: 114, iters: 40892, time: 0.303, data: 0.019) G_GAN: 2.932 G_L1: 4.328 D_real: 0.179 D_fake: 0.208 +(epoch: 114, iters: 40992, time: 0.417, data: 0.020) G_GAN: 3.066 G_L1: 3.531 D_real: 0.077 D_fake: 0.196 +(epoch: 114, iters: 41092, time: 0.300, data: 0.020) G_GAN: 3.189 G_L1: 2.633 D_real: 0.011 D_fake: 0.093 +(epoch: 114, iters: 41192, time: 0.303, data: 0.020) G_GAN: 4.766 G_L1: 3.441 D_real: 0.177 D_fake: 0.098 +(epoch: 114, iters: 41292, time: 0.300, data: 0.020) G_GAN: 4.134 G_L1: 3.067 D_real: 0.015 D_fake: 0.043 +(epoch: 114, iters: 41392, time: 0.418, data: 0.020) G_GAN: 2.371 G_L1: 3.377 D_real: 0.085 D_fake: 0.255 +(epoch: 114, iters: 41492, time: 0.293, data: 0.020) G_GAN: 3.525 G_L1: 4.244 D_real: 0.204 D_fake: 0.126 +(epoch: 114, iters: 41592, time: 0.303, data: 0.020) G_GAN: 2.985 G_L1: 3.988 D_real: 0.246 D_fake: 0.129 +(epoch: 114, iters: 41692, time: 0.296, data: 0.020) G_GAN: 3.130 G_L1: 3.322 D_real: 0.289 D_fake: 0.094 +(epoch: 114, iters: 41792, time: 0.383, data: 0.018) G_GAN: 3.578 G_L1: 2.968 D_real: 0.379 D_fake: 0.066 +(epoch: 114, iters: 41892, time: 0.300, data: 0.018) G_GAN: 3.596 G_L1: 2.730 D_real: 0.548 D_fake: 0.056 +(epoch: 114, iters: 41992, time: 0.297, data: 0.020) G_GAN: 2.605 G_L1: 4.810 D_real: 0.179 D_fake: 0.336 +(epoch: 114, iters: 42092, time: 0.303, data: 0.020) G_GAN: 3.332 G_L1: 3.045 D_real: 0.323 D_fake: 0.075 +(epoch: 114, iters: 42192, time: 0.614, data: 0.020) G_GAN: 3.259 G_L1: 3.117 D_real: 0.230 D_fake: 0.089 +(epoch: 114, iters: 42292, time: 0.294, data: 0.019) G_GAN: 3.323 G_L1: 3.160 D_real: 0.016 D_fake: 0.108 +(epoch: 114, iters: 42392, time: 0.298, data: 0.019) G_GAN: 3.366 G_L1: 5.625 D_real: 0.411 D_fake: 0.119 +(epoch: 114, iters: 42492, time: 0.294, data: 0.019) G_GAN: 2.521 G_L1: 2.824 D_real: 0.487 D_fake: 0.202 +(epoch: 114, iters: 42592, time: 0.412, data: 0.019) G_GAN: 4.142 G_L1: 3.912 D_real: 0.194 D_fake: 0.220 +(epoch: 114, iters: 42692, time: 0.303, data: 0.018) G_GAN: 5.003 G_L1: 3.246 D_real: 0.009 D_fake: 0.063 +(epoch: 114, iters: 42792, time: 0.297, data: 0.020) G_GAN: 4.409 G_L1: 4.952 D_real: 0.155 D_fake: 0.077 +(epoch: 114, iters: 42892, time: 0.299, data: 0.020) G_GAN: 3.484 G_L1: 3.189 D_real: 1.013 D_fake: 0.081 +(epoch: 114, iters: 42992, time: 0.420, data: 0.019) G_GAN: 4.027 G_L1: 3.178 D_real: 0.241 D_fake: 0.079 +(epoch: 114, iters: 43092, time: 0.290, data: 0.019) G_GAN: 4.234 G_L1: 3.659 D_real: 0.041 D_fake: 0.067 +(epoch: 114, iters: 43192, time: 0.294, data: 0.019) G_GAN: 3.026 G_L1: 2.829 D_real: 0.015 D_fake: 0.130 +(epoch: 114, iters: 43292, time: 0.302, data: 0.019) G_GAN: 3.502 G_L1: 3.260 D_real: 0.069 D_fake: 0.107 +(epoch: 114, iters: 43392, time: 0.416, data: 0.020) G_GAN: 5.018 G_L1: 5.217 D_real: 0.271 D_fake: 0.034 +(epoch: 114, iters: 43492, time: 0.296, data: 0.019) G_GAN: 4.121 G_L1: 3.836 D_real: 0.214 D_fake: 0.497 +(epoch: 114, iters: 43592, time: 0.304, data: 0.019) G_GAN: 4.700 G_L1: 3.737 D_real: 0.508 D_fake: 0.050 +(epoch: 114, iters: 43692, time: 0.302, data: 0.020) G_GAN: 3.963 G_L1: 3.546 D_real: 0.367 D_fake: 0.117 +(epoch: 114, iters: 43792, time: 0.418, data: 0.019) G_GAN: 2.714 G_L1: 3.277 D_real: 0.161 D_fake: 0.262 +(epoch: 114, iters: 43892, time: 0.303, data: 0.019) G_GAN: 3.211 G_L1: 3.294 D_real: 0.242 D_fake: 0.194 +(epoch: 114, iters: 43992, time: 0.306, data: 0.020) G_GAN: 3.877 G_L1: 4.431 D_real: 0.011 D_fake: 0.065 +(epoch: 114, iters: 44092, time: 0.295, data: 0.019) G_GAN: 4.168 G_L1: 3.825 D_real: 0.335 D_fake: 0.054 +(epoch: 114, iters: 44192, time: 0.645, data: 0.020) G_GAN: 3.513 G_L1: 3.073 D_real: 0.009 D_fake: 0.074 +(epoch: 114, iters: 44292, time: 0.299, data: 0.018) G_GAN: 4.033 G_L1: 3.014 D_real: 0.248 D_fake: 0.066 +(epoch: 114, iters: 44392, time: 0.291, data: 0.019) G_GAN: 4.380 G_L1: 3.549 D_real: 0.128 D_fake: 0.056 +(epoch: 114, iters: 44492, time: 0.296, data: 0.020) G_GAN: 4.060 G_L1: 3.030 D_real: 0.021 D_fake: 0.065 +(epoch: 114, iters: 44592, time: 0.398, data: 0.020) G_GAN: 3.010 G_L1: 2.461 D_real: 0.098 D_fake: 0.214 +(epoch: 114, iters: 44692, time: 0.295, data: 0.037) G_GAN: 3.752 G_L1: 4.016 D_real: 0.105 D_fake: 0.127 +(epoch: 114, iters: 44792, time: 0.290, data: 0.021) G_GAN: 3.149 G_L1: 3.031 D_real: 0.047 D_fake: 0.190 +(epoch: 114, iters: 44892, time: 0.300, data: 0.021) G_GAN: 4.129 G_L1: 6.190 D_real: 0.080 D_fake: 0.287 +(epoch: 114, iters: 44992, time: 0.418, data: 0.021) G_GAN: 3.315 G_L1: 5.011 D_real: 0.162 D_fake: 0.134 +(epoch: 114, iters: 45092, time: 0.293, data: 0.019) G_GAN: 1.672 G_L1: 3.095 D_real: 0.203 D_fake: 0.914 +(epoch: 114, iters: 45192, time: 0.290, data: 0.018) G_GAN: 5.761 G_L1: 4.227 D_real: 0.174 D_fake: 0.018 +(epoch: 114, iters: 45292, time: 0.302, data: 0.020) G_GAN: 3.392 G_L1: 2.828 D_real: 0.127 D_fake: 0.114 +(epoch: 114, iters: 45392, time: 0.428, data: 0.021) G_GAN: 3.758 G_L1: 5.536 D_real: 0.191 D_fake: 0.083 +(epoch: 114, iters: 45492, time: 0.292, data: 0.019) G_GAN: 3.834 G_L1: 4.465 D_real: 0.151 D_fake: 0.164 +(epoch: 114, iters: 45592, time: 0.304, data: 0.019) G_GAN: 3.844 G_L1: 3.167 D_real: 0.446 D_fake: 0.058 +(epoch: 114, iters: 45692, time: 0.296, data: 0.021) G_GAN: 3.094 G_L1: 3.619 D_real: 0.304 D_fake: 0.134 +(epoch: 114, iters: 45792, time: 0.381, data: 0.020) G_GAN: 2.382 G_L1: 2.905 D_real: 0.171 D_fake: 0.550 +(epoch: 114, iters: 45892, time: 0.297, data: 0.020) G_GAN: 3.426 G_L1: 3.878 D_real: 0.495 D_fake: 0.123 +(epoch: 114, iters: 45992, time: 0.285, data: 0.019) G_GAN: 3.755 G_L1: 2.946 D_real: 0.249 D_fake: 0.093 +(epoch: 114, iters: 46092, time: 0.303, data: 0.018) G_GAN: 2.973 G_L1: 4.538 D_real: 0.016 D_fake: 0.298 +(epoch: 114, iters: 46192, time: 0.632, data: 0.019) G_GAN: 2.483 G_L1: 3.379 D_real: 0.307 D_fake: 0.236 +(epoch: 114, iters: 46292, time: 0.302, data: 0.019) G_GAN: 3.981 G_L1: 5.408 D_real: 0.010 D_fake: 0.305 +(epoch: 114, iters: 46392, time: 0.298, data: 0.019) G_GAN: 3.359 G_L1: 2.998 D_real: 0.068 D_fake: 0.108 +(epoch: 114, iters: 46492, time: 0.289, data: 0.020) G_GAN: 2.912 G_L1: 3.256 D_real: 0.147 D_fake: 0.194 +(epoch: 114, iters: 46592, time: 0.376, data: 0.019) G_GAN: 3.173 G_L1: 2.607 D_real: 0.303 D_fake: 0.122 +(epoch: 114, iters: 46692, time: 0.301, data: 0.018) G_GAN: 4.338 G_L1: 4.099 D_real: 0.086 D_fake: 0.059 +(epoch: 114, iters: 46792, time: 0.303, data: 0.020) G_GAN: 3.302 G_L1: 3.904 D_real: 0.458 D_fake: 0.128 +(epoch: 114, iters: 46892, time: 0.298, data: 0.020) G_GAN: 4.765 G_L1: 5.082 D_real: 0.261 D_fake: 0.141 +(epoch: 114, iters: 46992, time: 0.401, data: 0.019) G_GAN: 3.543 G_L1: 4.011 D_real: 0.739 D_fake: 0.094 +(epoch: 114, iters: 47092, time: 0.297, data: 0.017) G_GAN: 3.738 G_L1: 3.317 D_real: 0.509 D_fake: 0.148 +(epoch: 114, iters: 47192, time: 0.302, data: 0.019) G_GAN: 2.139 G_L1: 2.462 D_real: 0.497 D_fake: 0.379 +(epoch: 114, iters: 47292, time: 0.293, data: 0.019) G_GAN: 4.644 G_L1: 3.482 D_real: 0.013 D_fake: 0.030 +(epoch: 114, iters: 47392, time: 0.422, data: 0.020) G_GAN: 4.170 G_L1: 5.860 D_real: 0.232 D_fake: 0.074 +(epoch: 114, iters: 47492, time: 0.309, data: 0.019) G_GAN: 4.266 G_L1: 3.744 D_real: 0.089 D_fake: 0.033 +(epoch: 114, iters: 47592, time: 0.296, data: 0.020) G_GAN: 2.800 G_L1: 3.057 D_real: 0.764 D_fake: 0.149 +(epoch: 114, iters: 47692, time: 0.295, data: 0.019) G_GAN: 5.143 G_L1: 5.425 D_real: 0.171 D_fake: 0.025 +(epoch: 114, iters: 47792, time: 0.402, data: 0.019) G_GAN: 3.933 G_L1: 3.870 D_real: 0.098 D_fake: 0.132 +(epoch: 114, iters: 47892, time: 0.287, data: 0.017) G_GAN: 3.816 G_L1: 3.439 D_real: 0.075 D_fake: 0.112 +(epoch: 114, iters: 47992, time: 0.294, data: 0.018) G_GAN: 3.272 G_L1: 3.814 D_real: 0.122 D_fake: 0.110 +(epoch: 114, iters: 48092, time: 0.304, data: 0.020) G_GAN: 2.955 G_L1: 3.270 D_real: 0.343 D_fake: 0.151 +(epoch: 114, iters: 48192, time: 0.648, data: 0.021) G_GAN: 3.319 G_L1: 3.367 D_real: 0.191 D_fake: 0.125 +(epoch: 114, iters: 48292, time: 0.301, data: 0.020) G_GAN: 4.110 G_L1: 2.789 D_real: 0.148 D_fake: 0.073 +(epoch: 114, iters: 48392, time: 0.298, data: 0.020) G_GAN: 2.437 G_L1: 2.492 D_real: 0.221 D_fake: 0.294 +(epoch: 114, iters: 48492, time: 0.296, data: 0.020) G_GAN: 3.420 G_L1: 4.316 D_real: 0.380 D_fake: 0.128 +(epoch: 114, iters: 48592, time: 0.395, data: 0.019) G_GAN: 4.007 G_L1: 3.956 D_real: 0.118 D_fake: 0.135 +(epoch: 114, iters: 48692, time: 0.302, data: 0.019) G_GAN: 3.488 G_L1: 6.859 D_real: 0.366 D_fake: 0.107 +(epoch: 114, iters: 48792, time: 0.293, data: 0.020) G_GAN: 4.670 G_L1: 2.831 D_real: 0.044 D_fake: 0.036 +(epoch: 114, iters: 48892, time: 0.301, data: 0.019) G_GAN: 3.363 G_L1: 3.296 D_real: 0.517 D_fake: 0.233 +(epoch: 114, iters: 48992, time: 0.417, data: 0.019) G_GAN: 4.399 G_L1: 4.272 D_real: 0.097 D_fake: 0.081 +(epoch: 114, iters: 49092, time: 0.297, data: 0.022) G_GAN: 4.205 G_L1: 2.354 D_real: 0.182 D_fake: 0.040 +(epoch: 114, iters: 49192, time: 0.295, data: 0.019) G_GAN: 3.441 G_L1: 3.131 D_real: 0.135 D_fake: 0.134 +(epoch: 114, iters: 49292, time: 0.296, data: 0.020) G_GAN: 5.342 G_L1: 3.852 D_real: 0.033 D_fake: 0.016 +(epoch: 114, iters: 49392, time: 0.430, data: 0.018) G_GAN: 3.699 G_L1: 4.161 D_real: 0.177 D_fake: 0.180 +(epoch: 114, iters: 49492, time: 0.302, data: 0.019) G_GAN: 3.097 G_L1: 4.647 D_real: 0.014 D_fake: 0.139 +(epoch: 114, iters: 49592, time: 0.289, data: 0.019) G_GAN: 2.351 G_L1: 4.314 D_real: 0.064 D_fake: 0.265 +(epoch: 114, iters: 49692, time: 0.308, data: 0.018) G_GAN: 2.766 G_L1: 2.670 D_real: 0.130 D_fake: 0.243 +(epoch: 114, iters: 49792, time: 0.401, data: 0.018) G_GAN: 3.221 G_L1: 3.514 D_real: 0.005 D_fake: 0.171 +(epoch: 114, iters: 49892, time: 0.294, data: 0.020) G_GAN: 3.111 G_L1: 3.672 D_real: 0.508 D_fake: 0.210 +(epoch: 114, iters: 49992, time: 0.305, data: 0.020) G_GAN: 3.064 G_L1: 3.373 D_real: 0.363 D_fake: 0.162 +(epoch: 114, iters: 50092, time: 0.307, data: 0.019) G_GAN: 3.760 G_L1: 3.814 D_real: 0.194 D_fake: 0.052 +(epoch: 114, iters: 50192, time: 0.640, data: 0.021) G_GAN: 4.192 G_L1: 3.252 D_real: 0.093 D_fake: 0.288 +(epoch: 114, iters: 50292, time: 0.301, data: 0.020) G_GAN: 4.886 G_L1: 8.210 D_real: 0.126 D_fake: 0.059 +(epoch: 114, iters: 50392, time: 0.304, data: 0.019) G_GAN: 3.062 G_L1: 3.615 D_real: 0.164 D_fake: 0.174 +(epoch: 114, iters: 50492, time: 0.294, data: 0.019) G_GAN: 4.612 G_L1: 3.889 D_real: 0.012 D_fake: 0.051 +(epoch: 114, iters: 50592, time: 0.414, data: 0.021) G_GAN: 2.822 G_L1: 2.944 D_real: 0.004 D_fake: 0.330 +(epoch: 114, iters: 50692, time: 0.301, data: 0.021) G_GAN: 3.008 G_L1: 3.256 D_real: 0.426 D_fake: 0.191 +(epoch: 114, iters: 50792, time: 0.295, data: 0.019) G_GAN: 3.616 G_L1: 3.055 D_real: 0.100 D_fake: 0.060 +(epoch: 114, iters: 50892, time: 0.294, data: 0.019) G_GAN: 4.159 G_L1: 3.831 D_real: 0.003 D_fake: 0.072 +(epoch: 114, iters: 50992, time: 0.417, data: 0.022) G_GAN: 4.227 G_L1: 4.857 D_real: 0.118 D_fake: 0.095 +(epoch: 114, iters: 51092, time: 0.303, data: 0.019) G_GAN: 3.354 G_L1: 2.267 D_real: 0.140 D_fake: 0.088 +(epoch: 114, iters: 51192, time: 0.299, data: 0.020) G_GAN: 3.801 G_L1: 3.951 D_real: 0.075 D_fake: 0.122 +(epoch: 114, iters: 51292, time: 0.294, data: 0.020) G_GAN: 2.322 G_L1: 2.436 D_real: 0.008 D_fake: 0.362 +(epoch: 114, iters: 51392, time: 0.418, data: 0.019) G_GAN: 3.409 G_L1: 3.153 D_real: 0.566 D_fake: 0.102 +(epoch: 114, iters: 51492, time: 0.299, data: 0.020) G_GAN: 3.135 G_L1: 2.035 D_real: 0.530 D_fake: 0.341 +(epoch: 114, iters: 51592, time: 0.301, data: 0.019) G_GAN: 3.544 G_L1: 2.992 D_real: 0.021 D_fake: 0.125 +(epoch: 114, iters: 51692, time: 0.301, data: 0.020) G_GAN: 3.974 G_L1: 3.505 D_real: 0.137 D_fake: 0.135 +(epoch: 114, iters: 51792, time: 0.426, data: 0.020) G_GAN: 3.681 G_L1: 3.390 D_real: 0.062 D_fake: 0.075 +(epoch: 114, iters: 51892, time: 0.303, data: 0.019) G_GAN: 2.775 G_L1: 2.513 D_real: 0.485 D_fake: 0.327 +(epoch: 114, iters: 51992, time: 0.300, data: 0.020) G_GAN: 3.420 G_L1: 4.273 D_real: 0.228 D_fake: 0.092 +(epoch: 114, iters: 52092, time: 0.301, data: 0.019) G_GAN: 4.154 G_L1: 4.793 D_real: 0.023 D_fake: 0.233 +(epoch: 114, iters: 52192, time: 0.608, data: 0.018) G_GAN: 2.824 G_L1: 3.813 D_real: 0.131 D_fake: 0.159 +(epoch: 114, iters: 52292, time: 0.293, data: 0.020) G_GAN: 3.527 G_L1: 3.590 D_real: 0.081 D_fake: 0.199 +(epoch: 114, iters: 52392, time: 0.304, data: 0.020) G_GAN: 3.084 G_L1: 2.565 D_real: 0.039 D_fake: 0.114 +(epoch: 114, iters: 52492, time: 0.302, data: 0.019) G_GAN: 2.140 G_L1: 3.118 D_real: 0.161 D_fake: 0.494 +(epoch: 114, iters: 52592, time: 0.418, data: 0.021) G_GAN: 3.871 G_L1: 3.759 D_real: 0.260 D_fake: 0.075 +(epoch: 114, iters: 52692, time: 0.299, data: 0.019) G_GAN: 2.589 G_L1: 4.844 D_real: 0.350 D_fake: 0.175 +(epoch: 114, iters: 52792, time: 0.296, data: 0.018) G_GAN: 2.980 G_L1: 3.871 D_real: 0.025 D_fake: 0.230 +(epoch: 114, iters: 52892, time: 0.298, data: 0.020) G_GAN: 2.892 G_L1: 3.104 D_real: 0.356 D_fake: 0.217 +(epoch: 114, iters: 52992, time: 0.397, data: 0.017) G_GAN: 4.653 G_L1: 4.223 D_real: 0.063 D_fake: 0.100 +(epoch: 114, iters: 53092, time: 0.307, data: 0.019) G_GAN: 2.530 G_L1: 2.792 D_real: 0.071 D_fake: 0.261 +(epoch: 114, iters: 53192, time: 0.289, data: 0.019) G_GAN: 4.654 G_L1: 4.805 D_real: 0.229 D_fake: 0.063 +(epoch: 114, iters: 53292, time: 0.289, data: 0.018) G_GAN: 5.058 G_L1: 4.114 D_real: 0.018 D_fake: 0.075 +(epoch: 114, iters: 53392, time: 0.398, data: 0.018) G_GAN: 4.207 G_L1: 6.069 D_real: 0.249 D_fake: 0.052 +(epoch: 114, iters: 53492, time: 0.297, data: 0.017) G_GAN: 2.828 G_L1: 3.387 D_real: 0.124 D_fake: 0.180 +(epoch: 114, iters: 53592, time: 0.265, data: 0.017) G_GAN: 4.486 G_L1: 3.717 D_real: 0.190 D_fake: 0.042 +(epoch: 114, iters: 53692, time: 0.273, data: 0.017) G_GAN: 3.794 G_L1: 4.629 D_real: 0.102 D_fake: 0.101 +(epoch: 114, iters: 53792, time: 0.384, data: 0.016) G_GAN: 3.579 G_L1: 3.386 D_real: 0.030 D_fake: 0.119 +(epoch: 114, iters: 53892, time: 0.270, data: 0.018) G_GAN: 2.696 G_L1: 4.068 D_real: 0.055 D_fake: 0.377 +(epoch: 114, iters: 53992, time: 0.260, data: 0.016) G_GAN: 2.745 G_L1: 3.082 D_real: 0.003 D_fake: 0.256 +(epoch: 114, iters: 54092, time: 0.285, data: 0.016) G_GAN: 2.628 G_L1: 5.116 D_real: 0.062 D_fake: 0.280 +(epoch: 114, iters: 54192, time: 0.648, data: 0.016) G_GAN: 3.406 G_L1: 3.377 D_real: 0.718 D_fake: 0.082 +(epoch: 114, iters: 54292, time: 0.291, data: 0.016) G_GAN: 2.934 G_L1: 3.637 D_real: 0.393 D_fake: 0.172 +(epoch: 114, iters: 54392, time: 0.285, data: 0.018) G_GAN: 5.571 G_L1: 3.697 D_real: 0.061 D_fake: 0.018 +(epoch: 114, iters: 54492, time: 0.289, data: 0.016) G_GAN: 3.523 G_L1: 3.772 D_real: 0.260 D_fake: 0.078 +(epoch: 114, iters: 54592, time: 0.397, data: 0.018) G_GAN: 3.521 G_L1: 4.329 D_real: 0.075 D_fake: 0.162 +(epoch: 114, iters: 54692, time: 0.281, data: 0.016) G_GAN: 2.594 G_L1: 3.069 D_real: 0.432 D_fake: 0.198 +(epoch: 114, iters: 54792, time: 0.265, data: 0.014) G_GAN: 3.753 G_L1: 5.451 D_real: 0.322 D_fake: 0.113 +(epoch: 114, iters: 54892, time: 0.285, data: 0.017) G_GAN: 3.080 G_L1: 2.830 D_real: 0.288 D_fake: 0.155 +(epoch: 114, iters: 54992, time: 0.370, data: 0.016) G_GAN: 3.204 G_L1: 6.578 D_real: 0.119 D_fake: 0.227 +(epoch: 114, iters: 55092, time: 0.267, data: 0.015) G_GAN: 2.895 G_L1: 3.419 D_real: 0.030 D_fake: 0.150 +(epoch: 114, iters: 55192, time: 0.270, data: 0.016) G_GAN: 3.402 G_L1: 3.353 D_real: 0.217 D_fake: 0.123 +(epoch: 114, iters: 55292, time: 0.250, data: 0.017) G_GAN: 3.590 G_L1: 3.391 D_real: 0.018 D_fake: 0.158 +(epoch: 114, iters: 55392, time: 0.399, data: 0.014) G_GAN: 1.636 G_L1: 2.941 D_real: 0.077 D_fake: 0.510 +(epoch: 114, iters: 55492, time: 0.265, data: 0.019) G_GAN: 3.591 G_L1: 3.174 D_real: 0.133 D_fake: 0.071 +(epoch: 114, iters: 55592, time: 0.258, data: 0.015) G_GAN: 3.716 G_L1: 3.104 D_real: 0.080 D_fake: 0.096 +(epoch: 114, iters: 55692, time: 0.277, data: 0.013) G_GAN: 4.410 G_L1: 6.811 D_real: 0.003 D_fake: 0.045 +(epoch: 114, iters: 55792, time: 0.375, data: 0.017) G_GAN: 3.594 G_L1: 4.284 D_real: 0.119 D_fake: 0.196 +(epoch: 114, iters: 55892, time: 0.276, data: 0.016) G_GAN: 2.424 G_L1: 4.815 D_real: 0.130 D_fake: 0.266 +(epoch: 114, iters: 55992, time: 0.285, data: 0.017) G_GAN: 3.578 G_L1: 4.186 D_real: 0.141 D_fake: 0.581 +(epoch: 114, iters: 56092, time: 0.282, data: 0.017) G_GAN: 3.538 G_L1: 2.634 D_real: 0.340 D_fake: 0.126 +(epoch: 114, iters: 56192, time: 0.628, data: 0.017) G_GAN: 2.967 G_L1: 4.765 D_real: 0.043 D_fake: 0.187 +(epoch: 114, iters: 56292, time: 0.266, data: 0.015) G_GAN: 2.199 G_L1: 3.006 D_real: 0.382 D_fake: 0.359 +(epoch: 114, iters: 56392, time: 0.299, data: 0.016) G_GAN: 3.759 G_L1: 3.095 D_real: 0.051 D_fake: 0.183 +(epoch: 114, iters: 56492, time: 0.285, data: 0.020) G_GAN: 3.809 G_L1: 3.784 D_real: 0.231 D_fake: 0.114 +(epoch: 114, iters: 56592, time: 0.420, data: 0.018) G_GAN: 2.479 G_L1: 4.226 D_real: 0.408 D_fake: 0.204 +(epoch: 114, iters: 56692, time: 0.302, data: 0.019) G_GAN: 3.534 G_L1: 4.298 D_real: 0.027 D_fake: 0.096 +(epoch: 114, iters: 56792, time: 0.284, data: 0.020) G_GAN: 5.494 G_L1: 3.812 D_real: 0.031 D_fake: 0.038 +(epoch: 114, iters: 56892, time: 0.287, data: 0.019) G_GAN: 3.915 G_L1: 3.490 D_real: 0.240 D_fake: 0.060 +(epoch: 114, iters: 56992, time: 0.357, data: 0.016) G_GAN: 4.292 G_L1: 4.142 D_real: 0.010 D_fake: 0.039 +(epoch: 114, iters: 57092, time: 0.278, data: 0.014) G_GAN: 3.065 G_L1: 2.243 D_real: 0.733 D_fake: 0.112 +(epoch: 114, iters: 57192, time: 0.259, data: 0.017) G_GAN: 3.934 G_L1: 3.278 D_real: 0.244 D_fake: 0.067 +(epoch: 114, iters: 57292, time: 0.272, data: 0.015) G_GAN: 3.574 G_L1: 3.528 D_real: 0.127 D_fake: 0.095 +(epoch: 114, iters: 57392, time: 0.389, data: 0.016) G_GAN: 2.729 G_L1: 3.025 D_real: 0.327 D_fake: 0.155 +(epoch: 114, iters: 57492, time: 0.284, data: 0.016) G_GAN: 2.810 G_L1: 3.253 D_real: 0.370 D_fake: 0.134 +(epoch: 114, iters: 57592, time: 0.281, data: 0.017) G_GAN: 3.433 G_L1: 3.541 D_real: 0.158 D_fake: 0.078 +(epoch: 114, iters: 57692, time: 0.261, data: 0.014) G_GAN: 2.777 G_L1: 4.024 D_real: 0.223 D_fake: 0.199 +(epoch: 114, iters: 57792, time: 0.402, data: 0.015) G_GAN: 4.751 G_L1: 3.758 D_real: 0.020 D_fake: 0.096 +(epoch: 114, iters: 57892, time: 0.292, data: 0.015) G_GAN: 3.012 G_L1: 4.037 D_real: 0.008 D_fake: 0.191 +(epoch: 114, iters: 57992, time: 0.289, data: 0.018) G_GAN: 2.467 G_L1: 3.110 D_real: 0.142 D_fake: 0.246 +(epoch: 114, iters: 58092, time: 0.282, data: 0.017) G_GAN: 4.082 G_L1: 2.718 D_real: 0.266 D_fake: 0.063 +(epoch: 114, iters: 58192, time: 0.535, data: 0.016) G_GAN: 3.802 G_L1: 3.640 D_real: 0.572 D_fake: 0.045 +(epoch: 114, iters: 58292, time: 0.293, data: 0.019) G_GAN: 4.129 G_L1: 3.380 D_real: 0.038 D_fake: 0.188 +(epoch: 114, iters: 58392, time: 0.297, data: 0.020) G_GAN: 4.460 G_L1: 3.973 D_real: 0.101 D_fake: 0.039 +(epoch: 114, iters: 58492, time: 0.296, data: 0.020) G_GAN: 3.555 G_L1: 3.903 D_real: 0.043 D_fake: 0.104 +(epoch: 114, iters: 58592, time: 0.418, data: 0.018) G_GAN: 4.164 G_L1: 7.266 D_real: 0.321 D_fake: 0.081 +(epoch: 114, iters: 58692, time: 0.298, data: 0.018) G_GAN: 3.355 G_L1: 3.435 D_real: 0.007 D_fake: 0.141 +(epoch: 114, iters: 58792, time: 0.299, data: 0.019) G_GAN: 3.381 G_L1: 4.532 D_real: 0.136 D_fake: 0.202 +(epoch: 114, iters: 58892, time: 0.297, data: 0.020) G_GAN: 2.466 G_L1: 3.107 D_real: 0.902 D_fake: 0.181 +(epoch: 114, iters: 58992, time: 0.388, data: 0.020) G_GAN: 4.201 G_L1: 3.707 D_real: 0.009 D_fake: 0.122 +(epoch: 114, iters: 59092, time: 0.295, data: 0.021) G_GAN: 5.393 G_L1: 3.476 D_real: 0.657 D_fake: 0.056 +(epoch: 114, iters: 59192, time: 0.293, data: 0.018) G_GAN: 2.599 G_L1: 2.956 D_real: 0.311 D_fake: 0.247 +(epoch: 114, iters: 59292, time: 0.294, data: 0.017) G_GAN: 3.901 G_L1: 3.965 D_real: 0.002 D_fake: 0.109 +(epoch: 114, iters: 59392, time: 0.423, data: 0.018) G_GAN: 3.924 G_L1: 3.606 D_real: 0.058 D_fake: 0.162 +(epoch: 114, iters: 59492, time: 0.292, data: 0.020) G_GAN: 4.187 G_L1: 4.395 D_real: 0.055 D_fake: 0.085 +(epoch: 114, iters: 59592, time: 0.300, data: 0.020) G_GAN: 3.810 G_L1: 4.000 D_real: 0.383 D_fake: 0.084 +(epoch: 114, iters: 59692, time: 0.291, data: 0.019) G_GAN: 3.857 G_L1: 3.491 D_real: 0.013 D_fake: 0.266 +(epoch: 114, iters: 59792, time: 0.409, data: 0.019) G_GAN: 2.659 G_L1: 3.902 D_real: 0.043 D_fake: 0.213 +(epoch: 114, iters: 59892, time: 0.296, data: 0.019) G_GAN: 4.409 G_L1: 3.514 D_real: 0.622 D_fake: 0.045 +(epoch: 114, iters: 59992, time: 0.290, data: 0.020) G_GAN: 4.228 G_L1: 3.766 D_real: 0.080 D_fake: 0.088 +(epoch: 115, iters: 76, time: 0.295, data: 0.020) G_GAN: 3.751 G_L1: 3.019 D_real: 0.067 D_fake: 0.101 +(epoch: 115, iters: 176, time: 0.656, data: 0.020) G_GAN: 2.606 G_L1: 4.813 D_real: 0.042 D_fake: 0.252 +(epoch: 115, iters: 276, time: 0.298, data: 0.019) G_GAN: 2.963 G_L1: 2.618 D_real: 0.329 D_fake: 0.143 +(epoch: 115, iters: 376, time: 0.283, data: 0.021) G_GAN: 3.754 G_L1: 2.914 D_real: 0.535 D_fake: 0.083 +(epoch: 115, iters: 476, time: 0.297, data: 0.019) G_GAN: 4.893 G_L1: 3.796 D_real: 0.041 D_fake: 0.090 +(epoch: 115, iters: 576, time: 0.405, data: 0.020) G_GAN: 4.466 G_L1: 3.680 D_real: 0.171 D_fake: 0.047 +(epoch: 115, iters: 676, time: 0.287, data: 0.019) G_GAN: 3.758 G_L1: 3.973 D_real: 0.015 D_fake: 0.091 +(epoch: 115, iters: 776, time: 0.301, data: 0.018) G_GAN: 2.987 G_L1: 3.113 D_real: 0.313 D_fake: 0.105 +(epoch: 115, iters: 876, time: 0.298, data: 0.022) G_GAN: 3.210 G_L1: 6.501 D_real: 0.230 D_fake: 0.245 +(epoch: 115, iters: 976, time: 0.411, data: 0.020) G_GAN: 2.646 G_L1: 4.779 D_real: 0.116 D_fake: 0.338 +(epoch: 115, iters: 1076, time: 0.292, data: 0.022) G_GAN: 4.076 G_L1: 3.749 D_real: 0.122 D_fake: 0.052 +(epoch: 115, iters: 1176, time: 0.296, data: 0.020) G_GAN: 4.315 G_L1: 5.976 D_real: 0.029 D_fake: 0.073 +(epoch: 115, iters: 1276, time: 0.300, data: 0.021) G_GAN: 4.699 G_L1: 4.118 D_real: 0.008 D_fake: 0.029 +(epoch: 115, iters: 1376, time: 0.420, data: 0.019) G_GAN: 5.152 G_L1: 6.328 D_real: 0.111 D_fake: 0.041 +(epoch: 115, iters: 1476, time: 0.298, data: 0.019) G_GAN: 4.124 G_L1: 3.880 D_real: 0.280 D_fake: 0.045 +(epoch: 115, iters: 1576, time: 0.301, data: 0.019) G_GAN: 2.781 G_L1: 3.108 D_real: 0.743 D_fake: 0.134 +(epoch: 115, iters: 1676, time: 0.296, data: 0.020) G_GAN: 3.311 G_L1: 3.978 D_real: 0.062 D_fake: 0.187 +(epoch: 115, iters: 1776, time: 0.429, data: 0.024) G_GAN: 4.389 G_L1: 4.165 D_real: 0.071 D_fake: 0.042 +(epoch: 115, iters: 1876, time: 0.295, data: 0.023) G_GAN: 3.598 G_L1: 2.552 D_real: 0.359 D_fake: 0.077 +(epoch: 115, iters: 1976, time: 0.291, data: 0.020) G_GAN: 3.433 G_L1: 2.644 D_real: 0.395 D_fake: 0.075 +(epoch: 115, iters: 2076, time: 0.297, data: 0.025) G_GAN: 3.208 G_L1: 3.727 D_real: 0.064 D_fake: 0.146 +(epoch: 115, iters: 2176, time: 0.671, data: 0.021) G_GAN: 3.579 G_L1: 4.822 D_real: 0.169 D_fake: 0.105 +(epoch: 115, iters: 2276, time: 0.298, data: 0.020) G_GAN: 3.713 G_L1: 3.202 D_real: 0.084 D_fake: 0.084 +(epoch: 115, iters: 2376, time: 0.289, data: 0.020) G_GAN: 3.081 G_L1: 5.132 D_real: 0.264 D_fake: 0.226 +(epoch: 115, iters: 2476, time: 0.293, data: 0.020) G_GAN: 3.474 G_L1: 2.612 D_real: 0.194 D_fake: 0.096 +(epoch: 115, iters: 2576, time: 0.400, data: 0.022) G_GAN: 3.301 G_L1: 4.335 D_real: 0.017 D_fake: 0.150 +(epoch: 115, iters: 2676, time: 0.289, data: 0.018) G_GAN: 2.966 G_L1: 2.899 D_real: 0.252 D_fake: 0.284 +(epoch: 115, iters: 2776, time: 0.301, data: 0.019) G_GAN: 3.629 G_L1: 3.622 D_real: 0.158 D_fake: 0.068 +(epoch: 115, iters: 2876, time: 0.289, data: 0.020) G_GAN: 4.847 G_L1: 3.564 D_real: 0.033 D_fake: 0.048 +(epoch: 115, iters: 2976, time: 0.416, data: 0.019) G_GAN: 3.090 G_L1: 3.783 D_real: 0.224 D_fake: 0.117 +(epoch: 115, iters: 3076, time: 0.302, data: 0.020) G_GAN: 2.881 G_L1: 3.939 D_real: 0.057 D_fake: 0.286 +(epoch: 115, iters: 3176, time: 0.299, data: 0.020) G_GAN: 3.360 G_L1: 2.463 D_real: 0.365 D_fake: 0.117 +(epoch: 115, iters: 3276, time: 0.289, data: 0.020) G_GAN: 2.942 G_L1: 4.274 D_real: 0.002 D_fake: 0.147 +(epoch: 115, iters: 3376, time: 0.412, data: 0.018) G_GAN: 2.787 G_L1: 3.275 D_real: 0.084 D_fake: 0.185 +(epoch: 115, iters: 3476, time: 0.293, data: 0.021) G_GAN: 3.244 G_L1: 2.780 D_real: 0.064 D_fake: 0.128 +(epoch: 115, iters: 3576, time: 0.298, data: 0.020) G_GAN: 3.301 G_L1: 3.449 D_real: 0.067 D_fake: 0.312 +(epoch: 115, iters: 3676, time: 0.295, data: 0.019) G_GAN: 4.874 G_L1: 5.614 D_real: 0.064 D_fake: 0.026 +(epoch: 115, iters: 3776, time: 0.400, data: 0.020) G_GAN: 2.059 G_L1: 3.195 D_real: 0.209 D_fake: 0.403 +(epoch: 115, iters: 3876, time: 0.308, data: 0.020) G_GAN: 3.552 G_L1: 3.810 D_real: 0.545 D_fake: 0.082 +(epoch: 115, iters: 3976, time: 0.289, data: 0.019) G_GAN: 3.473 G_L1: 4.322 D_real: 0.020 D_fake: 0.118 +(epoch: 115, iters: 4076, time: 0.301, data: 0.016) G_GAN: 4.831 G_L1: 2.802 D_real: 0.050 D_fake: 0.098 +(epoch: 115, iters: 4176, time: 0.638, data: 0.019) G_GAN: 3.665 G_L1: 2.681 D_real: 0.443 D_fake: 0.117 +(epoch: 115, iters: 4276, time: 0.303, data: 0.018) G_GAN: 3.895 G_L1: 3.551 D_real: 0.070 D_fake: 0.090 +(epoch: 115, iters: 4376, time: 0.306, data: 0.021) G_GAN: 2.154 G_L1: 3.412 D_real: 0.289 D_fake: 0.363 +(epoch: 115, iters: 4476, time: 0.297, data: 0.021) G_GAN: 3.656 G_L1: 3.922 D_real: 0.175 D_fake: 0.092 +(epoch: 115, iters: 4576, time: 0.408, data: 0.018) G_GAN: 3.351 G_L1: 2.828 D_real: 0.429 D_fake: 0.087 +(epoch: 115, iters: 4676, time: 0.288, data: 0.017) G_GAN: 4.768 G_L1: 3.709 D_real: 0.072 D_fake: 0.029 +(epoch: 115, iters: 4776, time: 0.300, data: 0.019) G_GAN: 3.620 G_L1: 3.724 D_real: 0.004 D_fake: 0.067 +(epoch: 115, iters: 4876, time: 0.297, data: 0.018) G_GAN: 3.200 G_L1: 2.221 D_real: 0.087 D_fake: 0.149 +(epoch: 115, iters: 4976, time: 0.400, data: 0.019) G_GAN: 4.338 G_L1: 3.676 D_real: 0.562 D_fake: 0.033 +(epoch: 115, iters: 5076, time: 0.285, data: 0.016) G_GAN: 3.124 G_L1: 3.993 D_real: 0.238 D_fake: 0.139 +(epoch: 115, iters: 5176, time: 0.299, data: 0.017) G_GAN: 1.743 G_L1: 4.107 D_real: 0.054 D_fake: 0.575 +(epoch: 115, iters: 5276, time: 0.293, data: 0.020) G_GAN: 3.504 G_L1: 3.779 D_real: 0.070 D_fake: 0.081 +(epoch: 115, iters: 5376, time: 0.421, data: 0.018) G_GAN: 3.500 G_L1: 4.503 D_real: 0.054 D_fake: 0.365 +(epoch: 115, iters: 5476, time: 0.295, data: 0.019) G_GAN: 2.641 G_L1: 4.769 D_real: 0.053 D_fake: 0.221 +(epoch: 115, iters: 5576, time: 0.303, data: 0.017) G_GAN: 4.423 G_L1: 3.207 D_real: 0.326 D_fake: 0.088 +(epoch: 115, iters: 5676, time: 0.302, data: 0.017) G_GAN: 3.557 G_L1: 3.668 D_real: 0.368 D_fake: 0.072 +(epoch: 115, iters: 5776, time: 0.405, data: 0.019) G_GAN: 4.237 G_L1: 3.499 D_real: 0.117 D_fake: 0.093 +(epoch: 115, iters: 5876, time: 0.292, data: 0.016) G_GAN: 3.018 G_L1: 2.777 D_real: 0.412 D_fake: 0.268 +(epoch: 115, iters: 5976, time: 0.299, data: 0.019) G_GAN: 3.038 G_L1: 3.055 D_real: 0.256 D_fake: 0.147 +(epoch: 115, iters: 6076, time: 0.302, data: 0.018) G_GAN: 4.385 G_L1: 6.916 D_real: 0.033 D_fake: 0.047 +(epoch: 115, iters: 6176, time: 0.667, data: 0.018) G_GAN: 2.567 G_L1: 7.302 D_real: 0.565 D_fake: 0.188 +(epoch: 115, iters: 6276, time: 0.286, data: 0.018) G_GAN: 3.020 G_L1: 4.358 D_real: 0.120 D_fake: 0.117 +(epoch: 115, iters: 6376, time: 0.284, data: 0.016) G_GAN: 4.987 G_L1: 3.298 D_real: 0.086 D_fake: 0.026 +(epoch: 115, iters: 6476, time: 0.290, data: 0.019) G_GAN: 4.883 G_L1: 4.072 D_real: 0.053 D_fake: 0.045 +(epoch: 115, iters: 6576, time: 0.430, data: 0.017) G_GAN: 3.346 G_L1: 3.139 D_real: 0.130 D_fake: 0.131 +(epoch: 115, iters: 6676, time: 0.300, data: 0.020) G_GAN: 2.289 G_L1: 3.822 D_real: 0.247 D_fake: 0.506 +(epoch: 115, iters: 6776, time: 0.294, data: 0.019) G_GAN: 4.841 G_L1: 3.880 D_real: 0.308 D_fake: 0.048 +(epoch: 115, iters: 6876, time: 0.304, data: 0.018) G_GAN: 4.712 G_L1: 3.869 D_real: 0.138 D_fake: 0.056 +(epoch: 115, iters: 6976, time: 0.414, data: 0.019) G_GAN: 3.755 G_L1: 3.709 D_real: 0.041 D_fake: 0.076 +(epoch: 115, iters: 7076, time: 0.293, data: 0.018) G_GAN: 2.387 G_L1: 3.999 D_real: 0.192 D_fake: 0.249 +(epoch: 115, iters: 7176, time: 0.306, data: 0.019) G_GAN: 3.462 G_L1: 4.171 D_real: 0.103 D_fake: 0.212 +(epoch: 115, iters: 7276, time: 0.293, data: 0.023) G_GAN: 4.138 G_L1: 4.339 D_real: 0.177 D_fake: 0.055 +(epoch: 115, iters: 7376, time: 0.402, data: 0.020) G_GAN: 2.625 G_L1: 2.436 D_real: 0.247 D_fake: 0.209 +(epoch: 115, iters: 7476, time: 0.294, data: 0.018) G_GAN: 3.540 G_L1: 4.182 D_real: 0.072 D_fake: 0.066 +(epoch: 115, iters: 7576, time: 0.300, data: 0.018) G_GAN: 3.938 G_L1: 3.178 D_real: 0.070 D_fake: 0.093 +(epoch: 115, iters: 7676, time: 0.291, data: 0.018) G_GAN: 3.500 G_L1: 2.681 D_real: 0.437 D_fake: 0.076 +(epoch: 115, iters: 7776, time: 0.419, data: 0.021) G_GAN: 3.980 G_L1: 4.707 D_real: 0.017 D_fake: 0.070 +(epoch: 115, iters: 7876, time: 0.301, data: 0.017) G_GAN: 3.082 G_L1: 4.104 D_real: 0.002 D_fake: 0.357 +(epoch: 115, iters: 7976, time: 0.299, data: 0.019) G_GAN: 3.377 G_L1: 3.492 D_real: 0.019 D_fake: 0.125 +(epoch: 115, iters: 8076, time: 0.288, data: 0.019) G_GAN: 2.980 G_L1: 3.019 D_real: 0.020 D_fake: 0.229 +(epoch: 115, iters: 8176, time: 0.656, data: 0.017) G_GAN: 3.818 G_L1: 4.923 D_real: 0.098 D_fake: 0.083 +(epoch: 115, iters: 8276, time: 0.302, data: 0.018) G_GAN: 3.788 G_L1: 3.637 D_real: 0.053 D_fake: 0.080 +(epoch: 115, iters: 8376, time: 0.287, data: 0.018) G_GAN: 2.415 G_L1: 3.370 D_real: 0.440 D_fake: 0.252 +(epoch: 115, iters: 8476, time: 0.293, data: 0.017) G_GAN: 2.999 G_L1: 3.410 D_real: 0.076 D_fake: 0.426 +(epoch: 115, iters: 8576, time: 0.409, data: 0.019) G_GAN: 2.734 G_L1: 2.851 D_real: 0.314 D_fake: 0.130 +(epoch: 115, iters: 8676, time: 0.297, data: 0.018) G_GAN: 5.306 G_L1: 5.333 D_real: 0.071 D_fake: 0.025 +(epoch: 115, iters: 8776, time: 0.297, data: 0.021) G_GAN: 3.562 G_L1: 4.820 D_real: 0.005 D_fake: 0.099 +(epoch: 115, iters: 8876, time: 0.297, data: 0.018) G_GAN: 3.328 G_L1: 3.192 D_real: 0.320 D_fake: 0.143 +(epoch: 115, iters: 8976, time: 0.417, data: 0.021) G_GAN: 3.297 G_L1: 4.277 D_real: 0.296 D_fake: 0.156 +(epoch: 115, iters: 9076, time: 0.295, data: 0.019) G_GAN: 2.990 G_L1: 3.027 D_real: 0.235 D_fake: 0.144 +(epoch: 115, iters: 9176, time: 0.298, data: 0.018) G_GAN: 2.942 G_L1: 2.716 D_real: 0.491 D_fake: 0.455 +(epoch: 115, iters: 9276, time: 0.303, data: 0.019) G_GAN: 2.630 G_L1: 4.626 D_real: 0.150 D_fake: 0.253 +(epoch: 115, iters: 9376, time: 0.431, data: 0.021) G_GAN: 3.820 G_L1: 5.342 D_real: 0.011 D_fake: 0.104 +(epoch: 115, iters: 9476, time: 0.303, data: 0.019) G_GAN: 3.199 G_L1: 3.745 D_real: 0.052 D_fake: 0.185 +(epoch: 115, iters: 9576, time: 0.301, data: 0.019) G_GAN: 3.943 G_L1: 5.707 D_real: 0.114 D_fake: 0.068 +(epoch: 115, iters: 9676, time: 0.301, data: 0.018) G_GAN: 2.160 G_L1: 2.195 D_real: 1.183 D_fake: 0.204 +(epoch: 115, iters: 9776, time: 0.407, data: 0.019) G_GAN: 3.725 G_L1: 3.424 D_real: 0.163 D_fake: 0.073 +(epoch: 115, iters: 9876, time: 0.302, data: 0.021) G_GAN: 3.275 G_L1: 3.443 D_real: 0.126 D_fake: 0.127 +(epoch: 115, iters: 9976, time: 0.293, data: 0.019) G_GAN: 2.799 G_L1: 3.912 D_real: 0.408 D_fake: 0.276 +(epoch: 115, iters: 10076, time: 0.294, data: 0.019) G_GAN: 3.411 G_L1: 4.646 D_real: 0.082 D_fake: 0.132 +(epoch: 115, iters: 10176, time: 0.601, data: 0.018) G_GAN: 2.729 G_L1: 6.779 D_real: 0.194 D_fake: 0.237 +(epoch: 115, iters: 10276, time: 0.297, data: 0.018) G_GAN: 3.320 G_L1: 2.725 D_real: 0.022 D_fake: 0.127 +(epoch: 115, iters: 10376, time: 0.288, data: 0.019) G_GAN: 3.835 G_L1: 2.740 D_real: 0.019 D_fake: 0.079 +(epoch: 115, iters: 10476, time: 0.299, data: 0.018) G_GAN: 3.081 G_L1: 3.119 D_real: 0.189 D_fake: 0.132 +(epoch: 115, iters: 10576, time: 0.411, data: 0.019) G_GAN: 2.818 G_L1: 2.673 D_real: 0.193 D_fake: 0.234 +(epoch: 115, iters: 10676, time: 0.295, data: 0.019) G_GAN: 2.444 G_L1: 3.564 D_real: 0.122 D_fake: 0.202 +(epoch: 115, iters: 10776, time: 0.303, data: 0.018) G_GAN: 2.468 G_L1: 3.404 D_real: 0.092 D_fake: 0.305 +(epoch: 115, iters: 10876, time: 0.296, data: 0.019) G_GAN: 3.150 G_L1: 3.419 D_real: 0.179 D_fake: 0.189 +(epoch: 115, iters: 10976, time: 0.413, data: 0.018) G_GAN: 3.243 G_L1: 3.206 D_real: 0.235 D_fake: 0.090 +(epoch: 115, iters: 11076, time: 0.294, data: 0.019) G_GAN: 3.500 G_L1: 1.983 D_real: 0.426 D_fake: 0.066 +(epoch: 115, iters: 11176, time: 0.301, data: 0.018) G_GAN: 5.252 G_L1: 3.497 D_real: 0.237 D_fake: 0.043 +(epoch: 115, iters: 11276, time: 0.302, data: 0.018) G_GAN: 2.779 G_L1: 2.446 D_real: 0.168 D_fake: 0.141 +(epoch: 115, iters: 11376, time: 0.424, data: 0.022) G_GAN: 3.663 G_L1: 4.252 D_real: 0.055 D_fake: 0.106 +(epoch: 115, iters: 11476, time: 0.297, data: 0.019) G_GAN: 5.023 G_L1: 3.795 D_real: 0.655 D_fake: 0.027 +(epoch: 115, iters: 11576, time: 0.278, data: 0.018) G_GAN: 2.758 G_L1: 2.567 D_real: 0.824 D_fake: 0.175 +(epoch: 115, iters: 11676, time: 0.299, data: 0.019) G_GAN: 3.437 G_L1: 3.699 D_real: 0.037 D_fake: 0.101 +(epoch: 115, iters: 11776, time: 0.377, data: 0.018) G_GAN: 4.216 G_L1: 2.865 D_real: 0.176 D_fake: 0.136 +(epoch: 115, iters: 11876, time: 0.302, data: 0.019) G_GAN: 3.230 G_L1: 3.594 D_real: 0.114 D_fake: 0.121 +(epoch: 115, iters: 11976, time: 0.290, data: 0.019) G_GAN: 2.895 G_L1: 2.689 D_real: 0.041 D_fake: 0.235 +(epoch: 115, iters: 12076, time: 0.293, data: 0.018) G_GAN: 2.767 G_L1: 3.462 D_real: 0.256 D_fake: 0.158 +(epoch: 115, iters: 12176, time: 0.655, data: 0.019) G_GAN: 2.518 G_L1: 2.988 D_real: 0.100 D_fake: 0.227 +(epoch: 115, iters: 12276, time: 0.303, data: 0.018) G_GAN: 2.808 G_L1: 2.432 D_real: 0.325 D_fake: 0.176 +(epoch: 115, iters: 12376, time: 0.307, data: 0.020) G_GAN: 2.950 G_L1: 4.552 D_real: 0.407 D_fake: 0.180 +(epoch: 115, iters: 12476, time: 0.286, data: 0.020) G_GAN: 2.505 G_L1: 3.121 D_real: 0.208 D_fake: 0.196 +(epoch: 115, iters: 12576, time: 0.424, data: 0.020) G_GAN: 3.397 G_L1: 2.515 D_real: 0.199 D_fake: 0.072 +(epoch: 115, iters: 12676, time: 0.304, data: 0.020) G_GAN: 3.034 G_L1: 4.237 D_real: 0.009 D_fake: 0.158 +(epoch: 115, iters: 12776, time: 0.292, data: 0.018) G_GAN: 3.774 G_L1: 3.393 D_real: 0.062 D_fake: 0.089 +(epoch: 115, iters: 12876, time: 0.303, data: 0.022) G_GAN: 2.536 G_L1: 4.135 D_real: 0.009 D_fake: 0.232 +(epoch: 115, iters: 12976, time: 0.410, data: 0.018) G_GAN: 2.779 G_L1: 3.138 D_real: 0.176 D_fake: 0.223 +(epoch: 115, iters: 13076, time: 0.290, data: 0.018) G_GAN: 3.767 G_L1: 3.170 D_real: 0.083 D_fake: 0.200 +(epoch: 115, iters: 13176, time: 0.293, data: 0.018) G_GAN: 3.171 G_L1: 4.078 D_real: 0.072 D_fake: 0.151 +(epoch: 115, iters: 13276, time: 0.300, data: 0.021) G_GAN: 4.186 G_L1: 3.983 D_real: 0.123 D_fake: 0.136 +(epoch: 115, iters: 13376, time: 0.387, data: 0.018) G_GAN: 4.522 G_L1: 4.784 D_real: 0.301 D_fake: 0.061 +(epoch: 115, iters: 13476, time: 0.293, data: 0.020) G_GAN: 4.560 G_L1: 3.874 D_real: 0.039 D_fake: 0.052 +(epoch: 115, iters: 13576, time: 0.296, data: 0.018) G_GAN: 3.011 G_L1: 3.434 D_real: 0.475 D_fake: 0.195 +(epoch: 115, iters: 13676, time: 0.299, data: 0.019) G_GAN: 2.564 G_L1: 3.837 D_real: 0.176 D_fake: 0.210 +(epoch: 115, iters: 13776, time: 0.421, data: 0.021) G_GAN: 2.370 G_L1: 4.067 D_real: 0.324 D_fake: 0.252 +(epoch: 115, iters: 13876, time: 0.302, data: 0.019) G_GAN: 3.792 G_L1: 4.289 D_real: 0.314 D_fake: 0.063 +(epoch: 115, iters: 13976, time: 0.296, data: 0.019) G_GAN: 3.941 G_L1: 3.255 D_real: 0.271 D_fake: 0.090 +(epoch: 115, iters: 14076, time: 0.292, data: 0.019) G_GAN: 2.179 G_L1: 2.601 D_real: 0.052 D_fake: 0.351 +(epoch: 115, iters: 14176, time: 0.659, data: 0.019) G_GAN: 3.733 G_L1: 3.527 D_real: 0.002 D_fake: 0.062 +(epoch: 115, iters: 14276, time: 0.296, data: 0.018) G_GAN: 3.293 G_L1: 2.266 D_real: 0.118 D_fake: 0.129 +(epoch: 115, iters: 14376, time: 0.297, data: 0.021) G_GAN: 2.965 G_L1: 2.987 D_real: 0.264 D_fake: 0.132 +(epoch: 115, iters: 14476, time: 0.307, data: 0.017) G_GAN: 3.401 G_L1: 3.324 D_real: 0.018 D_fake: 0.285 +(epoch: 115, iters: 14576, time: 0.414, data: 0.019) G_GAN: 4.393 G_L1: 5.067 D_real: 0.158 D_fake: 0.066 +(epoch: 115, iters: 14676, time: 0.280, data: 0.018) G_GAN: 2.689 G_L1: 3.277 D_real: 0.021 D_fake: 0.200 +(epoch: 115, iters: 14776, time: 0.304, data: 0.020) G_GAN: 4.890 G_L1: 4.260 D_real: 0.032 D_fake: 0.032 +(epoch: 115, iters: 14876, time: 0.294, data: 0.018) G_GAN: 4.627 G_L1: 3.378 D_real: 0.032 D_fake: 0.169 +(epoch: 115, iters: 14976, time: 0.411, data: 0.018) G_GAN: 4.187 G_L1: 4.977 D_real: 0.129 D_fake: 0.032 +(epoch: 115, iters: 15076, time: 0.301, data: 0.017) G_GAN: 3.073 G_L1: 3.796 D_real: 0.064 D_fake: 0.144 +(epoch: 115, iters: 15176, time: 0.296, data: 0.017) G_GAN: 4.914 G_L1: 2.684 D_real: 0.091 D_fake: 0.031 +(epoch: 115, iters: 15276, time: 0.301, data: 0.020) G_GAN: 3.622 G_L1: 3.722 D_real: 0.024 D_fake: 0.075 +(epoch: 115, iters: 15376, time: 0.419, data: 0.021) G_GAN: 2.738 G_L1: 4.017 D_real: 0.089 D_fake: 0.390 +(epoch: 115, iters: 15476, time: 0.293, data: 0.020) G_GAN: 2.964 G_L1: 4.974 D_real: 0.214 D_fake: 0.143 +(epoch: 115, iters: 15576, time: 0.301, data: 0.019) G_GAN: 3.474 G_L1: 4.382 D_real: 0.213 D_fake: 0.108 +(epoch: 115, iters: 15676, time: 0.302, data: 0.019) G_GAN: 5.546 G_L1: 6.265 D_real: 0.235 D_fake: 0.022 +(epoch: 115, iters: 15776, time: 0.425, data: 0.018) G_GAN: 4.009 G_L1: 3.812 D_real: 0.005 D_fake: 0.146 +(epoch: 115, iters: 15876, time: 0.298, data: 0.019) G_GAN: 2.826 G_L1: 4.247 D_real: 0.097 D_fake: 0.189 +(epoch: 115, iters: 15976, time: 0.302, data: 0.018) G_GAN: 3.205 G_L1: 1.875 D_real: 0.189 D_fake: 0.102 +(epoch: 115, iters: 16076, time: 0.296, data: 0.019) G_GAN: 3.371 G_L1: 2.657 D_real: 0.004 D_fake: 0.128 +(epoch: 115, iters: 16176, time: 0.662, data: 0.019) G_GAN: 4.908 G_L1: 3.892 D_real: 0.772 D_fake: 0.020 +(epoch: 115, iters: 16276, time: 0.299, data: 0.019) G_GAN: 3.296 G_L1: 3.316 D_real: 0.991 D_fake: 0.076 +(epoch: 115, iters: 16376, time: 0.297, data: 0.020) G_GAN: 3.001 G_L1: 4.712 D_real: 0.015 D_fake: 0.263 +(epoch: 115, iters: 16476, time: 0.304, data: 0.019) G_GAN: 4.693 G_L1: 4.613 D_real: 0.034 D_fake: 0.045 +(epoch: 115, iters: 16576, time: 0.414, data: 0.019) G_GAN: 1.937 G_L1: 3.237 D_real: 0.149 D_fake: 0.647 +(epoch: 115, iters: 16676, time: 0.300, data: 0.019) G_GAN: 4.219 G_L1: 5.415 D_real: 0.001 D_fake: 0.059 +(epoch: 115, iters: 16776, time: 0.300, data: 0.019) G_GAN: 3.191 G_L1: 3.917 D_real: 0.399 D_fake: 0.155 +(epoch: 115, iters: 16876, time: 0.295, data: 0.019) G_GAN: 2.165 G_L1: 3.635 D_real: 0.004 D_fake: 0.278 +(epoch: 115, iters: 16976, time: 0.421, data: 0.019) G_GAN: 2.641 G_L1: 3.484 D_real: 0.320 D_fake: 0.154 +(epoch: 115, iters: 17076, time: 0.293, data: 0.019) G_GAN: 2.670 G_L1: 4.075 D_real: 0.112 D_fake: 0.316 +(epoch: 115, iters: 17176, time: 0.300, data: 0.018) G_GAN: 3.342 G_L1: 4.333 D_real: 0.181 D_fake: 0.270 +(epoch: 115, iters: 17276, time: 0.305, data: 0.019) G_GAN: 3.576 G_L1: 2.990 D_real: 0.112 D_fake: 0.078 +(epoch: 115, iters: 17376, time: 0.393, data: 0.018) G_GAN: 3.127 G_L1: 3.819 D_real: 0.206 D_fake: 0.114 +(epoch: 115, iters: 17476, time: 0.297, data: 0.016) G_GAN: 4.879 G_L1: 3.197 D_real: 0.171 D_fake: 0.043 +(epoch: 115, iters: 17576, time: 0.286, data: 0.018) G_GAN: 3.911 G_L1: 4.553 D_real: 0.083 D_fake: 0.088 +(epoch: 115, iters: 17676, time: 0.299, data: 0.018) G_GAN: 3.425 G_L1: 2.680 D_real: 0.044 D_fake: 0.069 +(epoch: 115, iters: 17776, time: 0.404, data: 0.019) G_GAN: 3.820 G_L1: 2.794 D_real: 0.280 D_fake: 0.064 +(epoch: 115, iters: 17876, time: 0.304, data: 0.020) G_GAN: 2.781 G_L1: 4.078 D_real: 0.029 D_fake: 0.381 +(epoch: 115, iters: 17976, time: 0.302, data: 0.019) G_GAN: 3.778 G_L1: 6.220 D_real: 0.092 D_fake: 0.072 +(epoch: 115, iters: 18076, time: 0.298, data: 0.019) G_GAN: 4.108 G_L1: 3.400 D_real: 0.128 D_fake: 0.095 +(epoch: 115, iters: 18176, time: 0.670, data: 0.019) G_GAN: 4.409 G_L1: 3.917 D_real: 0.144 D_fake: 0.047 +(epoch: 115, iters: 18276, time: 0.303, data: 0.019) G_GAN: 4.159 G_L1: 3.980 D_real: 0.009 D_fake: 0.040 +(epoch: 115, iters: 18376, time: 0.290, data: 0.021) G_GAN: 3.448 G_L1: 3.448 D_real: 0.447 D_fake: 0.098 +(epoch: 115, iters: 18476, time: 0.284, data: 0.020) G_GAN: 2.357 G_L1: 3.627 D_real: 0.269 D_fake: 0.219 +(epoch: 115, iters: 18576, time: 0.421, data: 0.018) G_GAN: 4.449 G_L1: 3.384 D_real: 0.379 D_fake: 0.051 +(epoch: 115, iters: 18676, time: 0.295, data: 0.020) G_GAN: 3.100 G_L1: 3.150 D_real: 0.015 D_fake: 0.239 +(epoch: 115, iters: 18776, time: 0.295, data: 0.019) G_GAN: 2.237 G_L1: 3.333 D_real: 0.072 D_fake: 0.276 +(epoch: 115, iters: 18876, time: 0.297, data: 0.021) G_GAN: 3.626 G_L1: 3.036 D_real: 0.156 D_fake: 0.110 +(epoch: 115, iters: 18976, time: 0.421, data: 0.019) G_GAN: 2.706 G_L1: 3.392 D_real: 0.087 D_fake: 0.184 +(epoch: 115, iters: 19076, time: 0.287, data: 0.021) G_GAN: 2.866 G_L1: 3.119 D_real: 0.093 D_fake: 0.300 +(epoch: 115, iters: 19176, time: 0.300, data: 0.017) G_GAN: 2.560 G_L1: 4.030 D_real: 0.020 D_fake: 0.367 +(epoch: 115, iters: 19276, time: 0.302, data: 0.020) G_GAN: 4.841 G_L1: 3.243 D_real: 0.830 D_fake: 0.047 +(epoch: 115, iters: 19376, time: 0.415, data: 0.019) G_GAN: 4.390 G_L1: 3.996 D_real: 0.050 D_fake: 0.049 +(epoch: 115, iters: 19476, time: 0.300, data: 0.020) G_GAN: 3.416 G_L1: 3.054 D_real: 0.221 D_fake: 0.098 +(epoch: 115, iters: 19576, time: 0.302, data: 0.019) G_GAN: 2.499 G_L1: 3.829 D_real: 0.335 D_fake: 0.329 +(epoch: 115, iters: 19676, time: 0.292, data: 0.020) G_GAN: 3.513 G_L1: 3.689 D_real: 0.306 D_fake: 0.283 +(epoch: 115, iters: 19776, time: 0.399, data: 0.019) G_GAN: 2.187 G_L1: 2.727 D_real: 0.363 D_fake: 0.299 +(epoch: 115, iters: 19876, time: 0.307, data: 0.019) G_GAN: 2.324 G_L1: 3.089 D_real: 0.021 D_fake: 0.376 +(epoch: 115, iters: 19976, time: 0.296, data: 0.020) G_GAN: 3.588 G_L1: 4.079 D_real: 0.000 D_fake: 0.239 +(epoch: 115, iters: 20076, time: 0.302, data: 0.020) G_GAN: 3.278 G_L1: 2.127 D_real: 0.632 D_fake: 0.076 +(epoch: 115, iters: 20176, time: 0.616, data: 0.019) G_GAN: 4.740 G_L1: 3.769 D_real: 0.014 D_fake: 0.132 +(epoch: 115, iters: 20276, time: 0.301, data: 0.020) G_GAN: 3.955 G_L1: 3.898 D_real: 0.171 D_fake: 0.069 +(epoch: 115, iters: 20376, time: 0.298, data: 0.020) G_GAN: 3.275 G_L1: 4.158 D_real: 0.011 D_fake: 0.128 +(epoch: 115, iters: 20476, time: 0.295, data: 0.019) G_GAN: 3.272 G_L1: 3.403 D_real: 0.117 D_fake: 0.129 +(epoch: 115, iters: 20576, time: 0.420, data: 0.020) G_GAN: 3.184 G_L1: 5.701 D_real: 0.095 D_fake: 0.159 +(epoch: 115, iters: 20676, time: 0.294, data: 0.020) G_GAN: 3.101 G_L1: 3.415 D_real: 0.014 D_fake: 0.180 +(epoch: 115, iters: 20776, time: 0.303, data: 0.020) G_GAN: 2.940 G_L1: 2.652 D_real: 0.233 D_fake: 0.300 +(epoch: 115, iters: 20876, time: 0.295, data: 0.020) G_GAN: 3.740 G_L1: 4.233 D_real: 0.532 D_fake: 0.081 +(epoch: 115, iters: 20976, time: 0.375, data: 0.019) G_GAN: 4.177 G_L1: 3.447 D_real: 0.223 D_fake: 0.062 +(epoch: 115, iters: 21076, time: 0.297, data: 0.019) G_GAN: 2.956 G_L1: 3.720 D_real: 0.022 D_fake: 0.231 +(epoch: 115, iters: 21176, time: 0.300, data: 0.020) G_GAN: 2.570 G_L1: 3.638 D_real: 0.181 D_fake: 0.214 +(epoch: 115, iters: 21276, time: 0.297, data: 0.021) G_GAN: 4.563 G_L1: 4.492 D_real: 0.395 D_fake: 0.023 +(epoch: 115, iters: 21376, time: 0.384, data: 0.019) G_GAN: 4.321 G_L1: 3.429 D_real: 0.028 D_fake: 0.078 +(epoch: 115, iters: 21476, time: 0.296, data: 0.019) G_GAN: 4.057 G_L1: 4.051 D_real: 0.034 D_fake: 0.059 +(epoch: 115, iters: 21576, time: 0.293, data: 0.019) G_GAN: 3.769 G_L1: 3.731 D_real: 0.278 D_fake: 0.075 +(epoch: 115, iters: 21676, time: 0.302, data: 0.019) G_GAN: 3.249 G_L1: 3.293 D_real: 0.319 D_fake: 0.127 +(epoch: 115, iters: 21776, time: 0.422, data: 0.018) G_GAN: 3.513 G_L1: 4.667 D_real: 0.159 D_fake: 0.154 +(epoch: 115, iters: 21876, time: 0.288, data: 0.018) G_GAN: 4.554 G_L1: 3.219 D_real: 0.217 D_fake: 0.032 +(epoch: 115, iters: 21976, time: 0.294, data: 0.018) G_GAN: 4.024 G_L1: 3.334 D_real: 0.019 D_fake: 0.075 +(epoch: 115, iters: 22076, time: 0.295, data: 0.019) G_GAN: 3.457 G_L1: 3.479 D_real: 0.034 D_fake: 0.112 +(epoch: 115, iters: 22176, time: 0.654, data: 0.019) G_GAN: 3.723 G_L1: 3.896 D_real: 0.117 D_fake: 0.178 +(epoch: 115, iters: 22276, time: 0.294, data: 0.020) G_GAN: 3.876 G_L1: 3.277 D_real: 0.042 D_fake: 0.070 +(epoch: 115, iters: 22376, time: 0.308, data: 0.019) G_GAN: 2.804 G_L1: 3.583 D_real: 0.245 D_fake: 0.274 +(epoch: 115, iters: 22476, time: 0.280, data: 0.023) G_GAN: 2.900 G_L1: 4.139 D_real: 0.249 D_fake: 0.161 +(epoch: 115, iters: 22576, time: 0.374, data: 0.018) G_GAN: 3.070 G_L1: 2.736 D_real: 0.416 D_fake: 0.250 +(epoch: 115, iters: 22676, time: 0.297, data: 0.020) G_GAN: 3.326 G_L1: 2.871 D_real: 0.346 D_fake: 0.089 +(epoch: 115, iters: 22776, time: 0.294, data: 0.020) G_GAN: 3.854 G_L1: 2.314 D_real: 0.086 D_fake: 0.078 +(epoch: 115, iters: 22876, time: 0.287, data: 0.019) G_GAN: 3.273 G_L1: 4.027 D_real: 0.024 D_fake: 0.132 +(epoch: 115, iters: 22976, time: 0.415, data: 0.020) G_GAN: 2.530 G_L1: 3.074 D_real: 0.078 D_fake: 0.229 +(epoch: 115, iters: 23076, time: 0.284, data: 0.019) G_GAN: 2.677 G_L1: 3.088 D_real: 0.131 D_fake: 0.177 +(epoch: 115, iters: 23176, time: 0.285, data: 0.016) G_GAN: 3.261 G_L1: 2.692 D_real: 0.035 D_fake: 0.128 +(epoch: 115, iters: 23276, time: 0.300, data: 0.019) G_GAN: 4.429 G_L1: 4.027 D_real: 0.369 D_fake: 0.037 +(epoch: 115, iters: 23376, time: 0.390, data: 0.018) G_GAN: 2.853 G_L1: 3.864 D_real: 0.015 D_fake: 0.277 +(epoch: 115, iters: 23476, time: 0.294, data: 0.018) G_GAN: 4.027 G_L1: 3.501 D_real: 0.191 D_fake: 0.070 +(epoch: 115, iters: 23576, time: 0.290, data: 0.018) G_GAN: 4.029 G_L1: 3.568 D_real: 0.005 D_fake: 0.096 +(epoch: 115, iters: 23676, time: 0.291, data: 0.019) G_GAN: 3.048 G_L1: 2.500 D_real: 0.141 D_fake: 0.258 +(epoch: 115, iters: 23776, time: 0.412, data: 0.018) G_GAN: 4.253 G_L1: 4.505 D_real: 0.018 D_fake: 0.046 +(epoch: 115, iters: 23876, time: 0.297, data: 0.019) G_GAN: 2.875 G_L1: 3.183 D_real: 0.034 D_fake: 0.131 +(epoch: 115, iters: 23976, time: 0.294, data: 0.018) G_GAN: 3.970 G_L1: 8.369 D_real: 0.097 D_fake: 0.094 +(epoch: 115, iters: 24076, time: 0.293, data: 0.022) G_GAN: 3.116 G_L1: 4.224 D_real: 0.010 D_fake: 0.170 +(epoch: 115, iters: 24176, time: 0.670, data: 0.019) G_GAN: 3.046 G_L1: 3.941 D_real: 0.174 D_fake: 0.323 +(epoch: 115, iters: 24276, time: 0.296, data: 0.017) G_GAN: 2.847 G_L1: 2.743 D_real: 0.222 D_fake: 0.164 +(epoch: 115, iters: 24376, time: 0.288, data: 0.022) G_GAN: 3.901 G_L1: 3.809 D_real: 0.126 D_fake: 0.055 +(epoch: 115, iters: 24476, time: 0.283, data: 0.018) G_GAN: 2.645 G_L1: 3.615 D_real: 0.023 D_fake: 0.233 +(epoch: 115, iters: 24576, time: 0.390, data: 0.016) G_GAN: 2.455 G_L1: 3.319 D_real: 0.394 D_fake: 0.349 +(epoch: 115, iters: 24676, time: 0.296, data: 0.019) G_GAN: 2.684 G_L1: 1.965 D_real: 0.512 D_fake: 0.187 +(epoch: 115, iters: 24776, time: 0.297, data: 0.018) G_GAN: 3.355 G_L1: 2.773 D_real: 0.424 D_fake: 0.124 +(epoch: 115, iters: 24876, time: 0.289, data: 0.020) G_GAN: 2.551 G_L1: 3.567 D_real: 0.202 D_fake: 0.210 +(epoch: 115, iters: 24976, time: 0.396, data: 0.020) G_GAN: 3.575 G_L1: 4.993 D_real: 0.195 D_fake: 0.156 +(epoch: 115, iters: 25076, time: 0.290, data: 0.023) G_GAN: 3.920 G_L1: 3.411 D_real: 0.006 D_fake: 0.068 +(epoch: 115, iters: 25176, time: 0.293, data: 0.018) G_GAN: 3.871 G_L1: 3.488 D_real: 0.236 D_fake: 0.093 +(epoch: 115, iters: 25276, time: 0.297, data: 0.021) G_GAN: 3.391 G_L1: 3.737 D_real: 0.166 D_fake: 0.202 +(epoch: 115, iters: 25376, time: 0.409, data: 0.017) G_GAN: 4.662 G_L1: 4.022 D_real: 0.000 D_fake: 0.032 +(epoch: 115, iters: 25476, time: 0.297, data: 0.018) G_GAN: 4.028 G_L1: 2.946 D_real: 0.219 D_fake: 0.070 +(epoch: 115, iters: 25576, time: 0.296, data: 0.018) G_GAN: 2.692 G_L1: 3.411 D_real: 0.050 D_fake: 0.283 +(epoch: 115, iters: 25676, time: 0.292, data: 0.017) G_GAN: 3.483 G_L1: 2.947 D_real: 0.116 D_fake: 0.116 +(epoch: 115, iters: 25776, time: 0.422, data: 0.021) G_GAN: 3.708 G_L1: 3.556 D_real: 0.065 D_fake: 0.081 +(epoch: 115, iters: 25876, time: 0.290, data: 0.020) G_GAN: 3.104 G_L1: 3.559 D_real: 0.371 D_fake: 0.182 +(epoch: 115, iters: 25976, time: 0.295, data: 0.020) G_GAN: 3.774 G_L1: 2.264 D_real: 0.095 D_fake: 0.113 +(epoch: 115, iters: 26076, time: 0.305, data: 0.020) G_GAN: 3.128 G_L1: 3.766 D_real: 0.167 D_fake: 0.113 +(epoch: 115, iters: 26176, time: 0.671, data: 0.022) G_GAN: 4.429 G_L1: 3.894 D_real: 0.147 D_fake: 0.036 +(epoch: 115, iters: 26276, time: 0.303, data: 0.019) G_GAN: 3.335 G_L1: 3.654 D_real: 0.033 D_fake: 0.095 +(epoch: 115, iters: 26376, time: 0.289, data: 0.020) G_GAN: 3.714 G_L1: 3.044 D_real: 0.257 D_fake: 0.120 +(epoch: 115, iters: 26476, time: 0.297, data: 0.018) G_GAN: 3.341 G_L1: 4.130 D_real: 0.002 D_fake: 0.093 +(epoch: 115, iters: 26576, time: 0.410, data: 0.018) G_GAN: 3.418 G_L1: 3.781 D_real: 0.157 D_fake: 0.103 +(epoch: 115, iters: 26676, time: 0.288, data: 0.020) G_GAN: 2.427 G_L1: 2.844 D_real: 0.021 D_fake: 0.215 +(epoch: 115, iters: 26776, time: 0.278, data: 0.019) G_GAN: 4.159 G_L1: 4.708 D_real: 0.006 D_fake: 0.078 +(epoch: 115, iters: 26876, time: 0.296, data: 0.017) G_GAN: 2.651 G_L1: 3.484 D_real: 0.397 D_fake: 0.183 +(epoch: 115, iters: 26976, time: 0.414, data: 0.019) G_GAN: 4.361 G_L1: 4.330 D_real: 0.597 D_fake: 0.029 +(epoch: 115, iters: 27076, time: 0.284, data: 0.021) G_GAN: 2.990 G_L1: 4.707 D_real: 0.268 D_fake: 0.199 +(epoch: 115, iters: 27176, time: 0.297, data: 0.018) G_GAN: 3.935 G_L1: 3.212 D_real: 0.323 D_fake: 0.058 +(epoch: 115, iters: 27276, time: 0.261, data: 0.019) G_GAN: 2.750 G_L1: 3.764 D_real: 0.096 D_fake: 0.143 +(epoch: 115, iters: 27376, time: 0.408, data: 0.017) G_GAN: 2.535 G_L1: 2.909 D_real: 0.051 D_fake: 0.327 +(epoch: 115, iters: 27476, time: 0.282, data: 0.017) G_GAN: 3.614 G_L1: 3.722 D_real: 0.239 D_fake: 0.089 +(epoch: 115, iters: 27576, time: 0.295, data: 0.017) G_GAN: 2.979 G_L1: 3.026 D_real: 0.264 D_fake: 0.184 +(epoch: 115, iters: 27676, time: 0.291, data: 0.019) G_GAN: 2.637 G_L1: 4.510 D_real: 0.051 D_fake: 0.219 +(epoch: 115, iters: 27776, time: 0.406, data: 0.018) G_GAN: 3.462 G_L1: 3.998 D_real: 0.001 D_fake: 0.117 +(epoch: 115, iters: 27876, time: 0.294, data: 0.018) G_GAN: 3.642 G_L1: 3.474 D_real: 0.005 D_fake: 0.066 +(epoch: 115, iters: 27976, time: 0.295, data: 0.020) G_GAN: 2.287 G_L1: 2.634 D_real: 0.561 D_fake: 0.363 +(epoch: 115, iters: 28076, time: 0.297, data: 0.019) G_GAN: 3.091 G_L1: 4.028 D_real: 0.339 D_fake: 0.149 +(epoch: 115, iters: 28176, time: 0.643, data: 0.020) G_GAN: 3.973 G_L1: 4.813 D_real: 0.013 D_fake: 0.183 +(epoch: 115, iters: 28276, time: 0.294, data: 0.020) G_GAN: 3.662 G_L1: 3.315 D_real: 0.125 D_fake: 0.130 +(epoch: 115, iters: 28376, time: 0.300, data: 0.020) G_GAN: 3.277 G_L1: 2.341 D_real: 0.159 D_fake: 0.082 +(epoch: 115, iters: 28476, time: 0.302, data: 0.019) G_GAN: 2.864 G_L1: 2.556 D_real: 0.302 D_fake: 0.137 +(epoch: 115, iters: 28576, time: 0.399, data: 0.019) G_GAN: 3.997 G_L1: 6.362 D_real: 0.070 D_fake: 0.069 +(epoch: 115, iters: 28676, time: 0.297, data: 0.020) G_GAN: 3.754 G_L1: 4.418 D_real: 0.313 D_fake: 0.067 +(epoch: 115, iters: 28776, time: 0.302, data: 0.019) G_GAN: 3.148 G_L1: 2.638 D_real: 0.424 D_fake: 0.116 +(epoch: 115, iters: 28876, time: 0.296, data: 0.019) G_GAN: 4.257 G_L1: 4.504 D_real: 0.159 D_fake: 0.052 +(epoch: 115, iters: 28976, time: 0.383, data: 0.019) G_GAN: 3.346 G_L1: 3.278 D_real: 0.764 D_fake: 0.083 +(epoch: 115, iters: 29076, time: 0.302, data: 0.019) G_GAN: 5.084 G_L1: 6.954 D_real: 0.006 D_fake: 0.044 +(epoch: 115, iters: 29176, time: 0.303, data: 0.019) G_GAN: 2.940 G_L1: 3.185 D_real: 0.404 D_fake: 0.164 +(epoch: 115, iters: 29276, time: 0.296, data: 0.018) G_GAN: 2.696 G_L1: 2.575 D_real: 0.313 D_fake: 0.322 +(epoch: 115, iters: 29376, time: 0.364, data: 0.019) G_GAN: 2.575 G_L1: 4.811 D_real: 0.336 D_fake: 0.328 +(epoch: 115, iters: 29476, time: 0.297, data: 0.018) G_GAN: 3.013 G_L1: 5.176 D_real: 0.040 D_fake: 0.256 +(epoch: 115, iters: 29576, time: 0.300, data: 0.019) G_GAN: 3.540 G_L1: 3.489 D_real: 0.444 D_fake: 0.067 +(epoch: 115, iters: 29676, time: 0.300, data: 0.019) G_GAN: 2.866 G_L1: 2.943 D_real: 0.135 D_fake: 0.161 +(epoch: 115, iters: 29776, time: 0.420, data: 0.019) G_GAN: 2.579 G_L1: 4.219 D_real: 0.151 D_fake: 0.193 +(epoch: 115, iters: 29876, time: 0.304, data: 0.018) G_GAN: 3.988 G_L1: 4.521 D_real: 0.139 D_fake: 0.067 +(epoch: 115, iters: 29976, time: 0.299, data: 0.018) G_GAN: 3.088 G_L1: 3.444 D_real: 0.422 D_fake: 0.251 +(epoch: 115, iters: 30076, time: 0.296, data: 0.020) G_GAN: 4.085 G_L1: 3.479 D_real: 0.093 D_fake: 0.082 +(epoch: 115, iters: 30176, time: 0.648, data: 0.020) G_GAN: 3.572 G_L1: 3.877 D_real: 0.048 D_fake: 0.072 +(epoch: 115, iters: 30276, time: 0.299, data: 0.018) G_GAN: 3.850 G_L1: 3.287 D_real: 0.026 D_fake: 0.075 +(epoch: 115, iters: 30376, time: 0.299, data: 0.019) G_GAN: 3.041 G_L1: 4.106 D_real: 0.169 D_fake: 0.177 +(epoch: 115, iters: 30476, time: 0.303, data: 0.020) G_GAN: 3.574 G_L1: 4.851 D_real: 0.005 D_fake: 0.091 +(epoch: 115, iters: 30576, time: 0.419, data: 0.019) G_GAN: 2.765 G_L1: 3.105 D_real: 0.007 D_fake: 0.281 +(epoch: 115, iters: 30676, time: 0.300, data: 0.019) G_GAN: 3.409 G_L1: 4.378 D_real: 0.236 D_fake: 0.083 +(epoch: 115, iters: 30776, time: 0.302, data: 0.019) G_GAN: 2.748 G_L1: 3.879 D_real: 0.369 D_fake: 0.303 +(epoch: 115, iters: 30876, time: 0.303, data: 0.024) G_GAN: 1.713 G_L1: 3.194 D_real: 0.131 D_fake: 0.432 +(epoch: 115, iters: 30976, time: 0.412, data: 0.019) G_GAN: 5.156 G_L1: 3.435 D_real: 0.002 D_fake: 0.025 +(epoch: 115, iters: 31076, time: 0.299, data: 0.018) G_GAN: 3.057 G_L1: 4.478 D_real: 0.019 D_fake: 0.148 +(epoch: 115, iters: 31176, time: 0.305, data: 0.019) G_GAN: 3.576 G_L1: 3.857 D_real: 0.038 D_fake: 0.142 +(epoch: 115, iters: 31276, time: 0.297, data: 0.022) G_GAN: 3.525 G_L1: 3.482 D_real: 0.304 D_fake: 0.078 +(epoch: 115, iters: 31376, time: 0.419, data: 0.020) G_GAN: 2.591 G_L1: 3.018 D_real: 0.045 D_fake: 0.654 +(epoch: 115, iters: 31476, time: 0.291, data: 0.018) G_GAN: 3.448 G_L1: 3.739 D_real: 0.069 D_fake: 0.116 +(epoch: 115, iters: 31576, time: 0.306, data: 0.019) G_GAN: 3.035 G_L1: 2.522 D_real: 0.559 D_fake: 0.094 +(epoch: 115, iters: 31676, time: 0.299, data: 0.019) G_GAN: 2.740 G_L1: 3.158 D_real: 0.083 D_fake: 0.183 +(epoch: 115, iters: 31776, time: 0.428, data: 0.020) G_GAN: 3.710 G_L1: 4.313 D_real: 0.196 D_fake: 0.135 +(epoch: 115, iters: 31876, time: 0.291, data: 0.020) G_GAN: 3.604 G_L1: 3.599 D_real: 0.083 D_fake: 0.306 +(epoch: 115, iters: 31976, time: 0.301, data: 0.018) G_GAN: 4.029 G_L1: 4.898 D_real: 0.112 D_fake: 0.113 +(epoch: 115, iters: 32076, time: 0.303, data: 0.021) G_GAN: 5.901 G_L1: 5.802 D_real: 0.654 D_fake: 0.013 +(epoch: 115, iters: 32176, time: 0.670, data: 0.018) G_GAN: 3.180 G_L1: 3.851 D_real: 0.049 D_fake: 0.125 +(epoch: 115, iters: 32276, time: 0.302, data: 0.019) G_GAN: 2.904 G_L1: 3.525 D_real: 0.210 D_fake: 0.126 +(epoch: 115, iters: 32376, time: 0.301, data: 0.019) G_GAN: 4.845 G_L1: 2.999 D_real: 0.067 D_fake: 0.078 +(epoch: 115, iters: 32476, time: 0.297, data: 0.019) G_GAN: 3.771 G_L1: 3.456 D_real: 0.078 D_fake: 0.107 +(epoch: 115, iters: 32576, time: 0.380, data: 0.019) G_GAN: 3.237 G_L1: 3.222 D_real: 0.146 D_fake: 0.220 +(epoch: 115, iters: 32676, time: 0.291, data: 0.020) G_GAN: 3.765 G_L1: 3.767 D_real: 0.124 D_fake: 0.063 +(epoch: 115, iters: 32776, time: 0.276, data: 0.018) G_GAN: 3.106 G_L1: 4.215 D_real: 0.104 D_fake: 0.146 +(epoch: 115, iters: 32876, time: 0.303, data: 0.017) G_GAN: 3.653 G_L1: 3.446 D_real: 0.394 D_fake: 0.163 +(epoch: 115, iters: 32976, time: 0.397, data: 0.019) G_GAN: 3.001 G_L1: 2.719 D_real: 0.084 D_fake: 0.238 +(epoch: 115, iters: 33076, time: 0.299, data: 0.019) G_GAN: 3.756 G_L1: 3.900 D_real: 0.007 D_fake: 0.074 +(epoch: 115, iters: 33176, time: 0.293, data: 0.019) G_GAN: 3.749 G_L1: 3.293 D_real: 0.186 D_fake: 0.098 +(epoch: 115, iters: 33276, time: 0.296, data: 0.020) G_GAN: 2.874 G_L1: 3.433 D_real: 0.379 D_fake: 0.124 +(epoch: 115, iters: 33376, time: 0.404, data: 0.018) G_GAN: 4.743 G_L1: 3.439 D_real: 0.131 D_fake: 0.063 +(epoch: 115, iters: 33476, time: 0.281, data: 0.019) G_GAN: 3.430 G_L1: 3.547 D_real: 0.298 D_fake: 0.117 +(epoch: 115, iters: 33576, time: 0.293, data: 0.018) G_GAN: 4.189 G_L1: 3.362 D_real: 0.071 D_fake: 0.054 +(epoch: 115, iters: 33676, time: 0.294, data: 0.020) G_GAN: 4.196 G_L1: 3.516 D_real: 0.086 D_fake: 0.059 +(epoch: 115, iters: 33776, time: 0.408, data: 0.020) G_GAN: 2.980 G_L1: 4.235 D_real: 0.108 D_fake: 0.215 +(epoch: 115, iters: 33876, time: 0.302, data: 0.019) G_GAN: 3.253 G_L1: 3.928 D_real: 0.159 D_fake: 0.161 +(epoch: 115, iters: 33976, time: 0.300, data: 0.019) G_GAN: 3.602 G_L1: 3.721 D_real: 0.456 D_fake: 0.081 +(epoch: 115, iters: 34076, time: 0.279, data: 0.020) G_GAN: 2.900 G_L1: 4.680 D_real: 0.600 D_fake: 0.137 +(epoch: 115, iters: 34176, time: 0.643, data: 0.017) G_GAN: 3.086 G_L1: 2.299 D_real: 0.082 D_fake: 0.148 +(epoch: 115, iters: 34276, time: 0.302, data: 0.018) G_GAN: 6.581 G_L1: 3.364 D_real: 0.197 D_fake: 0.026 +(epoch: 115, iters: 34376, time: 0.306, data: 0.020) G_GAN: 3.678 G_L1: 2.696 D_real: 0.080 D_fake: 0.077 +(epoch: 115, iters: 34476, time: 0.292, data: 0.020) G_GAN: 2.771 G_L1: 3.535 D_real: 0.210 D_fake: 0.207 +(epoch: 115, iters: 34576, time: 0.408, data: 0.017) G_GAN: 4.134 G_L1: 5.265 D_real: 0.066 D_fake: 0.100 +(epoch: 115, iters: 34676, time: 0.293, data: 0.018) G_GAN: 3.914 G_L1: 4.023 D_real: 0.470 D_fake: 0.081 +(epoch: 115, iters: 34776, time: 0.303, data: 0.020) G_GAN: 3.985 G_L1: 4.122 D_real: 0.006 D_fake: 0.256 +(epoch: 115, iters: 34876, time: 0.300, data: 0.019) G_GAN: 3.701 G_L1: 3.545 D_real: 0.112 D_fake: 0.080 +(epoch: 115, iters: 34976, time: 0.412, data: 0.018) G_GAN: 3.970 G_L1: 3.492 D_real: 0.041 D_fake: 0.179 +(epoch: 115, iters: 35076, time: 0.302, data: 0.020) G_GAN: 3.235 G_L1: 4.664 D_real: 0.184 D_fake: 0.143 +(epoch: 115, iters: 35176, time: 0.301, data: 0.019) G_GAN: 3.519 G_L1: 3.569 D_real: 0.096 D_fake: 0.068 +(epoch: 115, iters: 35276, time: 0.303, data: 0.019) G_GAN: 3.659 G_L1: 3.198 D_real: 0.054 D_fake: 0.256 +(epoch: 115, iters: 35376, time: 0.413, data: 0.021) G_GAN: 2.752 G_L1: 3.057 D_real: 0.133 D_fake: 0.203 +(epoch: 115, iters: 35476, time: 0.293, data: 0.021) G_GAN: 4.527 G_L1: 6.427 D_real: 0.021 D_fake: 0.080 +(epoch: 115, iters: 35576, time: 0.288, data: 0.020) G_GAN: 3.669 G_L1: 3.238 D_real: 0.121 D_fake: 0.092 +(epoch: 115, iters: 35676, time: 0.285, data: 0.018) G_GAN: 3.927 G_L1: 3.385 D_real: 0.077 D_fake: 0.126 +(epoch: 115, iters: 35776, time: 0.428, data: 0.017) G_GAN: 2.791 G_L1: 4.452 D_real: 0.535 D_fake: 0.175 +(epoch: 115, iters: 35876, time: 0.302, data: 0.020) G_GAN: 3.404 G_L1: 3.771 D_real: 0.029 D_fake: 0.107 +(epoch: 115, iters: 35976, time: 0.302, data: 0.020) G_GAN: 4.789 G_L1: 2.771 D_real: 0.166 D_fake: 0.044 +(epoch: 115, iters: 36076, time: 0.295, data: 0.020) G_GAN: 4.513 G_L1: 3.408 D_real: 0.009 D_fake: 0.109 +(epoch: 115, iters: 36176, time: 0.667, data: 0.020) G_GAN: 4.081 G_L1: 4.217 D_real: 0.189 D_fake: 0.057 +(epoch: 115, iters: 36276, time: 0.298, data: 0.020) G_GAN: 4.253 G_L1: 2.831 D_real: 0.572 D_fake: 0.041 +(epoch: 115, iters: 36376, time: 0.306, data: 0.021) G_GAN: 3.442 G_L1: 3.456 D_real: 0.126 D_fake: 0.086 +(epoch: 115, iters: 36476, time: 0.301, data: 0.020) G_GAN: 2.864 G_L1: 4.545 D_real: 0.140 D_fake: 0.316 +(epoch: 115, iters: 36576, time: 0.382, data: 0.021) G_GAN: 2.854 G_L1: 2.698 D_real: 0.185 D_fake: 0.169 +(epoch: 115, iters: 36676, time: 0.293, data: 0.018) G_GAN: 4.490 G_L1: 4.464 D_real: 0.027 D_fake: 0.042 +(epoch: 115, iters: 36776, time: 0.301, data: 0.018) G_GAN: 3.948 G_L1: 3.176 D_real: 0.033 D_fake: 0.091 +(epoch: 115, iters: 36876, time: 0.284, data: 0.019) G_GAN: 2.714 G_L1: 3.464 D_real: 0.076 D_fake: 0.299 +(epoch: 115, iters: 36976, time: 0.420, data: 0.018) G_GAN: 4.547 G_L1: 3.047 D_real: 0.107 D_fake: 0.081 +(epoch: 115, iters: 37076, time: 0.301, data: 0.020) G_GAN: 3.001 G_L1: 3.976 D_real: 0.090 D_fake: 0.153 +(epoch: 115, iters: 37176, time: 0.302, data: 0.022) G_GAN: 2.840 G_L1: 4.053 D_real: 0.148 D_fake: 0.325 +(epoch: 115, iters: 37276, time: 0.293, data: 0.022) G_GAN: 4.062 G_L1: 4.341 D_real: 0.064 D_fake: 0.159 +(epoch: 115, iters: 37376, time: 0.411, data: 0.018) G_GAN: 4.150 G_L1: 3.631 D_real: 0.001 D_fake: 0.095 +(epoch: 115, iters: 37476, time: 0.298, data: 0.019) G_GAN: 3.183 G_L1: 4.488 D_real: 0.261 D_fake: 0.182 +(epoch: 115, iters: 37576, time: 0.302, data: 0.019) G_GAN: 2.702 G_L1: 3.197 D_real: 0.125 D_fake: 0.160 +(epoch: 115, iters: 37676, time: 0.295, data: 0.023) G_GAN: 3.635 G_L1: 2.784 D_real: 0.304 D_fake: 0.138 +(epoch: 115, iters: 37776, time: 0.431, data: 0.020) G_GAN: 3.349 G_L1: 4.928 D_real: 0.076 D_fake: 0.105 +(epoch: 115, iters: 37876, time: 0.307, data: 0.020) G_GAN: 1.718 G_L1: 3.369 D_real: 0.255 D_fake: 0.695 +(epoch: 115, iters: 37976, time: 0.289, data: 0.018) G_GAN: 3.926 G_L1: 6.040 D_real: 0.382 D_fake: 0.055 +(epoch: 115, iters: 38076, time: 0.295, data: 0.019) G_GAN: 3.776 G_L1: 3.845 D_real: 0.010 D_fake: 0.072 +(epoch: 115, iters: 38176, time: 0.661, data: 0.018) G_GAN: 2.982 G_L1: 5.382 D_real: 0.012 D_fake: 0.289 +(epoch: 115, iters: 38276, time: 0.300, data: 0.020) G_GAN: 3.428 G_L1: 3.620 D_real: 0.009 D_fake: 0.211 +(epoch: 115, iters: 38376, time: 0.295, data: 0.020) G_GAN: 4.117 G_L1: 3.647 D_real: 0.013 D_fake: 0.085 +(epoch: 115, iters: 38476, time: 0.297, data: 0.018) G_GAN: 3.056 G_L1: 3.163 D_real: 0.362 D_fake: 0.273 +(epoch: 115, iters: 38576, time: 0.415, data: 0.019) G_GAN: 3.341 G_L1: 3.161 D_real: 0.094 D_fake: 0.140 +(epoch: 115, iters: 38676, time: 0.292, data: 0.019) G_GAN: 3.984 G_L1: 3.222 D_real: 0.662 D_fake: 0.061 +(epoch: 115, iters: 38776, time: 0.298, data: 0.020) G_GAN: 3.141 G_L1: 3.566 D_real: 0.056 D_fake: 0.294 +(epoch: 115, iters: 38876, time: 0.290, data: 0.018) G_GAN: 4.143 G_L1: 3.442 D_real: 0.000 D_fake: 0.057 +(epoch: 115, iters: 38976, time: 0.413, data: 0.018) G_GAN: 4.101 G_L1: 2.650 D_real: 0.123 D_fake: 0.103 +(epoch: 115, iters: 39076, time: 0.297, data: 0.019) G_GAN: 2.253 G_L1: 2.571 D_real: 0.222 D_fake: 0.247 +(epoch: 115, iters: 39176, time: 0.287, data: 0.022) G_GAN: 2.504 G_L1: 2.718 D_real: 0.286 D_fake: 0.354 +(epoch: 115, iters: 39276, time: 0.294, data: 0.018) G_GAN: 3.397 G_L1: 4.266 D_real: 0.211 D_fake: 0.115 +(epoch: 115, iters: 39376, time: 0.417, data: 0.018) G_GAN: 3.458 G_L1: 3.825 D_real: 0.073 D_fake: 0.085 +(epoch: 115, iters: 39476, time: 0.298, data: 0.020) G_GAN: 3.494 G_L1: 3.621 D_real: 0.355 D_fake: 0.205 +(epoch: 115, iters: 39576, time: 0.296, data: 0.018) G_GAN: 2.493 G_L1: 2.427 D_real: 0.192 D_fake: 0.252 +(epoch: 115, iters: 39676, time: 0.304, data: 0.019) G_GAN: 3.107 G_L1: 4.277 D_real: 0.573 D_fake: 0.155 +(epoch: 115, iters: 39776, time: 0.415, data: 0.020) G_GAN: 3.327 G_L1: 4.096 D_real: 0.160 D_fake: 0.121 +(epoch: 115, iters: 39876, time: 0.300, data: 0.021) G_GAN: 5.105 G_L1: 3.449 D_real: 0.222 D_fake: 0.030 +(epoch: 115, iters: 39976, time: 0.296, data: 0.020) G_GAN: 3.406 G_L1: 3.497 D_real: 0.121 D_fake: 0.141 +(epoch: 115, iters: 40076, time: 0.302, data: 0.020) G_GAN: 1.749 G_L1: 3.237 D_real: 0.060 D_fake: 0.496 +(epoch: 115, iters: 40176, time: 0.638, data: 0.019) G_GAN: 3.651 G_L1: 5.520 D_real: 0.176 D_fake: 0.141 +(epoch: 115, iters: 40276, time: 0.301, data: 0.020) G_GAN: 3.429 G_L1: 2.687 D_real: 0.061 D_fake: 0.154 +(epoch: 115, iters: 40376, time: 0.295, data: 0.018) G_GAN: 4.574 G_L1: 3.465 D_real: 0.389 D_fake: 0.052 +(epoch: 115, iters: 40476, time: 0.294, data: 0.024) G_GAN: 4.587 G_L1: 3.708 D_real: 0.236 D_fake: 0.054 +(epoch: 115, iters: 40576, time: 0.406, data: 0.018) G_GAN: 3.289 G_L1: 3.586 D_real: 0.056 D_fake: 0.122 +(epoch: 115, iters: 40676, time: 0.298, data: 0.018) G_GAN: 4.660 G_L1: 5.113 D_real: 0.046 D_fake: 0.047 +(epoch: 115, iters: 40776, time: 0.274, data: 0.019) G_GAN: 4.011 G_L1: 3.106 D_real: 0.043 D_fake: 0.069 +(epoch: 115, iters: 40876, time: 0.289, data: 0.017) G_GAN: 4.167 G_L1: 4.426 D_real: 0.079 D_fake: 0.247 +(epoch: 115, iters: 40976, time: 0.413, data: 0.018) G_GAN: 2.565 G_L1: 3.523 D_real: 0.050 D_fake: 0.272 +(epoch: 115, iters: 41076, time: 0.289, data: 0.019) G_GAN: 2.456 G_L1: 2.735 D_real: 0.090 D_fake: 0.310 +(epoch: 115, iters: 41176, time: 0.279, data: 0.019) G_GAN: 3.498 G_L1: 2.961 D_real: 0.342 D_fake: 0.172 +(epoch: 115, iters: 41276, time: 0.296, data: 0.016) G_GAN: 3.785 G_L1: 3.328 D_real: 0.066 D_fake: 0.111 +(epoch: 115, iters: 41376, time: 0.402, data: 0.018) G_GAN: 3.068 G_L1: 2.789 D_real: 0.019 D_fake: 0.126 +(epoch: 115, iters: 41476, time: 0.297, data: 0.018) G_GAN: 2.770 G_L1: 4.517 D_real: 0.015 D_fake: 0.730 +(epoch: 115, iters: 41576, time: 0.277, data: 0.020) G_GAN: 4.012 G_L1: 5.173 D_real: 0.023 D_fake: 0.066 +(epoch: 115, iters: 41676, time: 0.297, data: 0.019) G_GAN: 2.998 G_L1: 4.088 D_real: 0.010 D_fake: 0.258 +(epoch: 115, iters: 41776, time: 0.422, data: 0.019) G_GAN: 4.196 G_L1: 3.574 D_real: 0.154 D_fake: 0.172 +(epoch: 115, iters: 41876, time: 0.290, data: 0.020) G_GAN: 3.250 G_L1: 3.763 D_real: 0.078 D_fake: 0.123 +(epoch: 115, iters: 41976, time: 0.293, data: 0.018) G_GAN: 4.594 G_L1: 5.472 D_real: 0.119 D_fake: 0.063 +(epoch: 115, iters: 42076, time: 0.296, data: 0.018) G_GAN: 4.870 G_L1: 2.904 D_real: 0.364 D_fake: 0.099 +(epoch: 115, iters: 42176, time: 0.644, data: 0.019) G_GAN: 3.347 G_L1: 3.892 D_real: 0.239 D_fake: 0.113 +(epoch: 115, iters: 42276, time: 0.303, data: 0.017) G_GAN: 3.211 G_L1: 3.694 D_real: 0.058 D_fake: 0.117 +(epoch: 115, iters: 42376, time: 0.281, data: 0.021) G_GAN: 3.694 G_L1: 3.574 D_real: 0.064 D_fake: 0.195 +(epoch: 115, iters: 42476, time: 0.296, data: 0.017) G_GAN: 3.537 G_L1: 3.360 D_real: 0.085 D_fake: 0.141 +(epoch: 115, iters: 42576, time: 0.412, data: 0.018) G_GAN: 3.887 G_L1: 3.370 D_real: 0.007 D_fake: 0.137 +(epoch: 115, iters: 42676, time: 0.300, data: 0.019) G_GAN: 3.345 G_L1: 2.947 D_real: 0.160 D_fake: 0.156 +(epoch: 115, iters: 42776, time: 0.301, data: 0.020) G_GAN: 3.701 G_L1: 2.810 D_real: 0.041 D_fake: 0.078 +(epoch: 115, iters: 42876, time: 0.283, data: 0.019) G_GAN: 3.787 G_L1: 2.976 D_real: 0.002 D_fake: 0.147 +(epoch: 115, iters: 42976, time: 0.393, data: 0.016) G_GAN: 3.421 G_L1: 3.891 D_real: 0.249 D_fake: 0.077 +(epoch: 115, iters: 43076, time: 0.296, data: 0.016) G_GAN: 2.970 G_L1: 4.136 D_real: 0.114 D_fake: 0.175 +(epoch: 115, iters: 43176, time: 0.295, data: 0.017) G_GAN: 3.112 G_L1: 2.993 D_real: 0.203 D_fake: 0.248 +(epoch: 115, iters: 43276, time: 0.284, data: 0.020) G_GAN: 3.132 G_L1: 3.117 D_real: 0.610 D_fake: 0.159 +(epoch: 115, iters: 43376, time: 0.389, data: 0.017) G_GAN: 3.588 G_L1: 2.763 D_real: 0.173 D_fake: 0.141 +(epoch: 115, iters: 43476, time: 0.303, data: 0.019) G_GAN: 3.162 G_L1: 5.103 D_real: 0.103 D_fake: 0.315 +(epoch: 115, iters: 43576, time: 0.296, data: 0.019) G_GAN: 2.515 G_L1: 4.336 D_real: 0.017 D_fake: 0.336 +(epoch: 115, iters: 43676, time: 0.297, data: 0.018) G_GAN: 3.974 G_L1: 5.155 D_real: 0.043 D_fake: 0.095 +(epoch: 115, iters: 43776, time: 0.410, data: 0.021) G_GAN: 2.850 G_L1: 3.125 D_real: 0.033 D_fake: 0.310 +(epoch: 115, iters: 43876, time: 0.294, data: 0.018) G_GAN: 3.803 G_L1: 3.098 D_real: 0.421 D_fake: 0.051 +(epoch: 115, iters: 43976, time: 0.293, data: 0.022) G_GAN: 3.065 G_L1: 3.403 D_real: 0.141 D_fake: 0.120 +(epoch: 115, iters: 44076, time: 0.285, data: 0.018) G_GAN: 4.041 G_L1: 4.879 D_real: 0.074 D_fake: 0.121 +(epoch: 115, iters: 44176, time: 0.649, data: 0.018) G_GAN: 3.203 G_L1: 2.628 D_real: 0.184 D_fake: 0.120 +(epoch: 115, iters: 44276, time: 0.301, data: 0.018) G_GAN: 3.512 G_L1: 2.581 D_real: 0.124 D_fake: 0.087 +(epoch: 115, iters: 44376, time: 0.294, data: 0.018) G_GAN: 3.890 G_L1: 3.808 D_real: 0.199 D_fake: 0.066 +(epoch: 115, iters: 44476, time: 0.302, data: 0.019) G_GAN: 3.232 G_L1: 4.417 D_real: 0.076 D_fake: 0.201 +(epoch: 115, iters: 44576, time: 0.414, data: 0.020) G_GAN: 5.069 G_L1: 4.008 D_real: 0.124 D_fake: 0.070 +(epoch: 115, iters: 44676, time: 0.299, data: 0.019) G_GAN: 3.254 G_L1: 4.200 D_real: 0.043 D_fake: 0.383 +(epoch: 115, iters: 44776, time: 0.294, data: 0.020) G_GAN: 2.586 G_L1: 2.824 D_real: 0.491 D_fake: 0.412 +(epoch: 115, iters: 44876, time: 0.299, data: 0.019) G_GAN: 3.559 G_L1: 3.822 D_real: 0.061 D_fake: 0.118 +(epoch: 115, iters: 44976, time: 0.428, data: 0.018) G_GAN: 2.971 G_L1: 3.769 D_real: 0.246 D_fake: 0.180 +(epoch: 115, iters: 45076, time: 0.295, data: 0.022) G_GAN: 2.732 G_L1: 3.863 D_real: 0.051 D_fake: 0.183 +(epoch: 115, iters: 45176, time: 0.308, data: 0.019) G_GAN: 2.914 G_L1: 3.410 D_real: 0.143 D_fake: 0.194 +(epoch: 115, iters: 45276, time: 0.300, data: 0.019) G_GAN: 2.687 G_L1: 2.694 D_real: 0.239 D_fake: 0.205 +(epoch: 115, iters: 45376, time: 0.412, data: 0.019) G_GAN: 3.105 G_L1: 3.672 D_real: 0.021 D_fake: 0.210 +(epoch: 115, iters: 45476, time: 0.300, data: 0.019) G_GAN: 2.608 G_L1: 3.612 D_real: 0.019 D_fake: 0.250 +(epoch: 115, iters: 45576, time: 0.274, data: 0.019) G_GAN: 3.017 G_L1: 5.267 D_real: 0.000 D_fake: 0.212 +(epoch: 115, iters: 45676, time: 0.302, data: 0.017) G_GAN: 3.345 G_L1: 3.334 D_real: 0.033 D_fake: 0.107 +(epoch: 115, iters: 45776, time: 0.390, data: 0.019) G_GAN: 2.740 G_L1: 2.965 D_real: 0.065 D_fake: 0.271 +(epoch: 115, iters: 45876, time: 0.292, data: 0.020) G_GAN: 2.080 G_L1: 3.933 D_real: 0.002 D_fake: 0.427 +(epoch: 115, iters: 45976, time: 0.300, data: 0.018) G_GAN: 2.869 G_L1: 3.429 D_real: 0.010 D_fake: 0.155 +(epoch: 115, iters: 46076, time: 0.296, data: 0.023) G_GAN: 3.236 G_L1: 2.885 D_real: 0.100 D_fake: 0.250 +(epoch: 115, iters: 46176, time: 0.661, data: 0.021) G_GAN: 3.143 G_L1: 4.337 D_real: 0.042 D_fake: 0.170 +(epoch: 115, iters: 46276, time: 0.300, data: 0.020) G_GAN: 3.258 G_L1: 2.475 D_real: 0.187 D_fake: 0.125 +(epoch: 115, iters: 46376, time: 0.290, data: 0.018) G_GAN: 2.997 G_L1: 3.036 D_real: 0.152 D_fake: 0.112 +(epoch: 115, iters: 46476, time: 0.303, data: 0.020) G_GAN: 3.450 G_L1: 3.479 D_real: 0.072 D_fake: 0.102 +(epoch: 115, iters: 46576, time: 0.419, data: 0.020) G_GAN: 5.255 G_L1: 4.107 D_real: 0.350 D_fake: 0.018 +(epoch: 115, iters: 46676, time: 0.295, data: 0.020) G_GAN: 3.003 G_L1: 5.710 D_real: 0.236 D_fake: 0.223 +(epoch: 115, iters: 46776, time: 0.297, data: 0.020) G_GAN: 3.248 G_L1: 4.932 D_real: 0.058 D_fake: 0.113 +(epoch: 115, iters: 46876, time: 0.303, data: 0.019) G_GAN: 3.650 G_L1: 3.327 D_real: 0.144 D_fake: 0.103 +(epoch: 115, iters: 46976, time: 0.408, data: 0.020) G_GAN: 3.820 G_L1: 3.979 D_real: 0.014 D_fake: 0.129 +(epoch: 115, iters: 47076, time: 0.294, data: 0.018) G_GAN: 3.614 G_L1: 4.925 D_real: 0.315 D_fake: 0.104 +(epoch: 115, iters: 47176, time: 0.297, data: 0.019) G_GAN: 2.393 G_L1: 2.989 D_real: 0.042 D_fake: 0.340 +(epoch: 115, iters: 47276, time: 0.286, data: 0.019) G_GAN: 4.514 G_L1: 3.217 D_real: 0.297 D_fake: 0.040 +(epoch: 115, iters: 47376, time: 0.413, data: 0.018) G_GAN: 3.130 G_L1: 3.344 D_real: 0.392 D_fake: 0.146 +(epoch: 115, iters: 47476, time: 0.272, data: 0.017) G_GAN: 4.396 G_L1: 3.394 D_real: 0.263 D_fake: 0.054 +(epoch: 115, iters: 47576, time: 0.301, data: 0.017) G_GAN: 3.667 G_L1: 3.655 D_real: 0.274 D_fake: 0.061 +(epoch: 115, iters: 47676, time: 0.270, data: 0.023) G_GAN: 4.269 G_L1: 4.691 D_real: 0.000 D_fake: 0.076 +(epoch: 115, iters: 47776, time: 0.422, data: 0.017) G_GAN: 4.170 G_L1: 5.346 D_real: 0.024 D_fake: 0.082 +(epoch: 115, iters: 47876, time: 0.304, data: 0.018) G_GAN: 2.934 G_L1: 5.280 D_real: 0.348 D_fake: 0.187 +(epoch: 115, iters: 47976, time: 0.295, data: 0.019) G_GAN: 2.810 G_L1: 3.604 D_real: 0.979 D_fake: 0.106 +(epoch: 115, iters: 48076, time: 0.302, data: 0.019) G_GAN: 3.470 G_L1: 4.850 D_real: 0.085 D_fake: 0.267 +(epoch: 115, iters: 48176, time: 0.651, data: 0.020) G_GAN: 3.165 G_L1: 4.106 D_real: 0.063 D_fake: 0.099 +(epoch: 115, iters: 48276, time: 0.307, data: 0.020) G_GAN: 3.815 G_L1: 3.789 D_real: 0.028 D_fake: 0.152 +(epoch: 115, iters: 48376, time: 0.304, data: 0.020) G_GAN: 3.417 G_L1: 4.480 D_real: 0.068 D_fake: 0.093 +(epoch: 115, iters: 48476, time: 0.294, data: 0.023) G_GAN: 2.407 G_L1: 3.202 D_real: 0.111 D_fake: 0.312 +(epoch: 115, iters: 48576, time: 0.418, data: 0.018) G_GAN: 4.004 G_L1: 3.279 D_real: 0.028 D_fake: 0.072 +(epoch: 115, iters: 48676, time: 0.295, data: 0.020) G_GAN: 4.217 G_L1: 3.851 D_real: 0.183 D_fake: 0.055 +(epoch: 115, iters: 48776, time: 0.305, data: 0.018) G_GAN: 3.090 G_L1: 4.245 D_real: 0.099 D_fake: 0.212 +(epoch: 115, iters: 48876, time: 0.305, data: 0.020) G_GAN: 3.639 G_L1: 4.558 D_real: 0.021 D_fake: 0.085 +(epoch: 115, iters: 48976, time: 0.410, data: 0.019) G_GAN: 3.978 G_L1: 3.620 D_real: 0.247 D_fake: 0.069 +(epoch: 115, iters: 49076, time: 0.301, data: 0.019) G_GAN: 4.479 G_L1: 3.028 D_real: 0.257 D_fake: 0.042 +(epoch: 115, iters: 49176, time: 0.295, data: 0.023) G_GAN: 2.836 G_L1: 3.231 D_real: 0.156 D_fake: 0.197 +(epoch: 115, iters: 49276, time: 0.302, data: 0.018) G_GAN: 4.429 G_L1: 4.848 D_real: 0.080 D_fake: 0.037 +(epoch: 115, iters: 49376, time: 0.417, data: 0.021) G_GAN: 4.297 G_L1: 3.067 D_real: 0.035 D_fake: 0.053 +(epoch: 115, iters: 49476, time: 0.303, data: 0.020) G_GAN: 2.424 G_L1: 2.829 D_real: 0.802 D_fake: 0.264 +(epoch: 115, iters: 49576, time: 0.293, data: 0.022) G_GAN: 3.611 G_L1: 4.418 D_real: 0.116 D_fake: 0.086 +(epoch: 115, iters: 49676, time: 0.300, data: 0.018) G_GAN: 2.773 G_L1: 6.261 D_real: 0.019 D_fake: 0.184 +(epoch: 115, iters: 49776, time: 0.425, data: 0.020) G_GAN: 4.006 G_L1: 3.608 D_real: 0.073 D_fake: 0.075 +(epoch: 115, iters: 49876, time: 0.291, data: 0.020) G_GAN: 3.103 G_L1: 3.336 D_real: 0.127 D_fake: 0.164 +(epoch: 115, iters: 49976, time: 0.299, data: 0.018) G_GAN: 4.375 G_L1: 3.106 D_real: 0.066 D_fake: 0.045 +(epoch: 115, iters: 50076, time: 0.300, data: 0.020) G_GAN: 2.195 G_L1: 3.209 D_real: 0.038 D_fake: 0.281 +(epoch: 115, iters: 50176, time: 0.666, data: 0.021) G_GAN: 3.568 G_L1: 3.425 D_real: 0.096 D_fake: 0.077 +(epoch: 115, iters: 50276, time: 0.309, data: 0.019) G_GAN: 3.383 G_L1: 3.016 D_real: 0.323 D_fake: 0.204 +(epoch: 115, iters: 50376, time: 0.303, data: 0.020) G_GAN: 3.359 G_L1: 4.102 D_real: 0.454 D_fake: 0.116 +(epoch: 115, iters: 50476, time: 0.293, data: 0.019) G_GAN: 3.884 G_L1: 4.635 D_real: 0.043 D_fake: 0.061 +(epoch: 115, iters: 50576, time: 0.408, data: 0.020) G_GAN: 4.714 G_L1: 3.571 D_real: 0.004 D_fake: 0.044 +(epoch: 115, iters: 50676, time: 0.297, data: 0.019) G_GAN: 3.219 G_L1: 4.993 D_real: 0.071 D_fake: 0.159 +(epoch: 115, iters: 50776, time: 0.291, data: 0.019) G_GAN: 3.917 G_L1: 4.819 D_real: 0.104 D_fake: 0.117 +(epoch: 115, iters: 50876, time: 0.303, data: 0.021) G_GAN: 4.602 G_L1: 3.875 D_real: 0.368 D_fake: 0.046 +(epoch: 115, iters: 50976, time: 0.416, data: 0.020) G_GAN: 3.101 G_L1: 3.919 D_real: 0.011 D_fake: 0.127 +(epoch: 115, iters: 51076, time: 0.296, data: 0.020) G_GAN: 2.714 G_L1: 2.820 D_real: 0.442 D_fake: 0.214 +(epoch: 115, iters: 51176, time: 0.303, data: 0.019) G_GAN: 2.555 G_L1: 3.536 D_real: 0.008 D_fake: 0.307 +(epoch: 115, iters: 51276, time: 0.293, data: 0.019) G_GAN: 2.723 G_L1: 4.172 D_real: 0.176 D_fake: 0.227 +(epoch: 115, iters: 51376, time: 0.411, data: 0.022) G_GAN: 3.359 G_L1: 4.663 D_real: 0.378 D_fake: 0.109 +(epoch: 115, iters: 51476, time: 0.293, data: 0.019) G_GAN: 1.895 G_L1: 2.536 D_real: 0.487 D_fake: 0.367 +(epoch: 115, iters: 51576, time: 0.287, data: 0.020) G_GAN: 2.649 G_L1: 2.647 D_real: 0.270 D_fake: 0.180 +(epoch: 115, iters: 51676, time: 0.304, data: 0.020) G_GAN: 3.803 G_L1: 3.730 D_real: 0.380 D_fake: 0.175 +(epoch: 115, iters: 51776, time: 0.407, data: 0.019) G_GAN: 3.909 G_L1: 3.626 D_real: 0.115 D_fake: 0.103 +(epoch: 115, iters: 51876, time: 0.300, data: 0.020) G_GAN: 3.879 G_L1: 3.729 D_real: 0.202 D_fake: 0.053 +(epoch: 115, iters: 51976, time: 0.297, data: 0.018) G_GAN: 2.928 G_L1: 2.936 D_real: 0.267 D_fake: 0.171 +(epoch: 115, iters: 52076, time: 0.301, data: 0.019) G_GAN: 3.784 G_L1: 2.812 D_real: 0.055 D_fake: 0.078 +(epoch: 115, iters: 52176, time: 0.595, data: 0.023) G_GAN: 3.341 G_L1: 2.200 D_real: 0.139 D_fake: 0.118 +(epoch: 115, iters: 52276, time: 0.294, data: 0.019) G_GAN: 3.141 G_L1: 3.240 D_real: 0.028 D_fake: 0.174 +(epoch: 115, iters: 52376, time: 0.301, data: 0.020) G_GAN: 2.693 G_L1: 3.346 D_real: 0.105 D_fake: 0.209 +(epoch: 115, iters: 52476, time: 0.290, data: 0.020) G_GAN: 2.920 G_L1: 4.043 D_real: 0.595 D_fake: 0.145 +(epoch: 115, iters: 52576, time: 0.416, data: 0.020) G_GAN: 1.825 G_L1: 3.351 D_real: 0.238 D_fake: 0.443 +(epoch: 115, iters: 52676, time: 0.286, data: 0.020) G_GAN: 3.370 G_L1: 2.973 D_real: 0.176 D_fake: 0.086 +(epoch: 115, iters: 52776, time: 0.292, data: 0.019) G_GAN: 2.657 G_L1: 4.585 D_real: 0.068 D_fake: 0.311 +(epoch: 115, iters: 52876, time: 0.288, data: 0.018) G_GAN: 3.378 G_L1: 4.564 D_real: 0.010 D_fake: 0.116 +(epoch: 115, iters: 52976, time: 0.400, data: 0.018) G_GAN: 3.879 G_L1: 3.187 D_real: 0.019 D_fake: 0.061 +(epoch: 115, iters: 53076, time: 0.304, data: 0.020) G_GAN: 3.798 G_L1: 3.077 D_real: 0.182 D_fake: 0.055 +(epoch: 115, iters: 53176, time: 0.296, data: 0.021) G_GAN: 3.906 G_L1: 3.110 D_real: 0.185 D_fake: 0.067 +(epoch: 115, iters: 53276, time: 0.294, data: 0.019) G_GAN: 4.021 G_L1: 3.215 D_real: 0.089 D_fake: 0.102 +(epoch: 115, iters: 53376, time: 0.415, data: 0.020) G_GAN: 4.451 G_L1: 4.728 D_real: 0.900 D_fake: 0.171 +(epoch: 115, iters: 53476, time: 0.296, data: 0.018) G_GAN: 2.765 G_L1: 3.232 D_real: 0.194 D_fake: 0.183 +(epoch: 115, iters: 53576, time: 0.291, data: 0.019) G_GAN: 2.474 G_L1: 4.115 D_real: 0.010 D_fake: 0.280 +(epoch: 115, iters: 53676, time: 0.293, data: 0.020) G_GAN: 2.700 G_L1: 3.101 D_real: 0.089 D_fake: 0.178 +(epoch: 115, iters: 53776, time: 0.424, data: 0.020) G_GAN: 3.304 G_L1: 5.673 D_real: 0.029 D_fake: 0.244 +(epoch: 115, iters: 53876, time: 0.292, data: 0.020) G_GAN: 3.619 G_L1: 3.120 D_real: 0.137 D_fake: 0.062 +(epoch: 115, iters: 53976, time: 0.294, data: 0.022) G_GAN: 2.844 G_L1: 3.765 D_real: 0.025 D_fake: 0.252 +(epoch: 115, iters: 54076, time: 0.290, data: 0.019) G_GAN: 3.542 G_L1: 2.977 D_real: 0.080 D_fake: 0.087 +(epoch: 115, iters: 54176, time: 0.622, data: 0.019) G_GAN: 3.489 G_L1: 2.995 D_real: 0.178 D_fake: 0.115 +(epoch: 115, iters: 54276, time: 0.288, data: 0.019) G_GAN: 4.502 G_L1: 3.994 D_real: 0.170 D_fake: 0.033 +(epoch: 115, iters: 54376, time: 0.302, data: 0.017) G_GAN: 3.723 G_L1: 3.606 D_real: 0.066 D_fake: 0.087 +(epoch: 115, iters: 54476, time: 0.302, data: 0.018) G_GAN: 2.794 G_L1: 3.218 D_real: 0.126 D_fake: 0.211 +(epoch: 115, iters: 54576, time: 0.408, data: 0.019) G_GAN: 3.763 G_L1: 3.614 D_real: 0.070 D_fake: 0.074 +(epoch: 115, iters: 54676, time: 0.300, data: 0.018) G_GAN: 2.458 G_L1: 3.210 D_real: 0.132 D_fake: 0.385 +(epoch: 115, iters: 54776, time: 0.296, data: 0.020) G_GAN: 3.694 G_L1: 4.068 D_real: 0.784 D_fake: 0.079 +(epoch: 115, iters: 54876, time: 0.300, data: 0.019) G_GAN: 3.688 G_L1: 3.957 D_real: 0.054 D_fake: 0.156 +(epoch: 115, iters: 54976, time: 0.421, data: 0.019) G_GAN: 2.955 G_L1: 4.714 D_real: 0.119 D_fake: 0.135 +(epoch: 115, iters: 55076, time: 0.286, data: 0.018) G_GAN: 3.575 G_L1: 4.005 D_real: 0.216 D_fake: 0.157 +(epoch: 115, iters: 55176, time: 0.291, data: 0.019) G_GAN: 2.646 G_L1: 2.582 D_real: 0.242 D_fake: 0.189 +(epoch: 115, iters: 55276, time: 0.294, data: 0.019) G_GAN: 2.705 G_L1: 3.818 D_real: 0.152 D_fake: 0.247 +(epoch: 115, iters: 55376, time: 0.413, data: 0.021) G_GAN: 3.299 G_L1: 3.398 D_real: 0.293 D_fake: 0.127 +(epoch: 115, iters: 55476, time: 0.302, data: 0.017) G_GAN: 3.645 G_L1: 3.616 D_real: 0.282 D_fake: 0.070 +(epoch: 115, iters: 55576, time: 0.293, data: 0.019) G_GAN: 3.047 G_L1: 2.875 D_real: 0.303 D_fake: 0.207 +(epoch: 115, iters: 55676, time: 0.301, data: 0.019) G_GAN: 4.567 G_L1: 5.431 D_real: 0.019 D_fake: 0.099 +(epoch: 115, iters: 55776, time: 0.429, data: 0.019) G_GAN: 2.540 G_L1: 3.465 D_real: 0.337 D_fake: 0.173 +(epoch: 115, iters: 55876, time: 0.293, data: 0.019) G_GAN: 2.756 G_L1: 3.435 D_real: 0.423 D_fake: 0.203 +(epoch: 115, iters: 55976, time: 0.289, data: 0.019) G_GAN: 3.034 G_L1: 4.066 D_real: 0.040 D_fake: 0.203 +(epoch: 115, iters: 56076, time: 0.289, data: 0.020) G_GAN: 4.198 G_L1: 3.987 D_real: 0.051 D_fake: 0.190 +(epoch: 115, iters: 56176, time: 0.598, data: 0.018) G_GAN: 3.515 G_L1: 4.484 D_real: 0.091 D_fake: 0.308 +(epoch: 115, iters: 56276, time: 0.291, data: 0.019) G_GAN: 1.745 G_L1: 3.380 D_real: 0.154 D_fake: 0.486 +(epoch: 115, iters: 56376, time: 0.295, data: 0.019) G_GAN: 4.952 G_L1: 4.234 D_real: 0.066 D_fake: 0.022 +(epoch: 115, iters: 56476, time: 0.291, data: 0.017) G_GAN: 4.818 G_L1: 3.301 D_real: 0.011 D_fake: 0.060 +(epoch: 115, iters: 56576, time: 0.410, data: 0.019) G_GAN: 3.433 G_L1: 4.018 D_real: 0.055 D_fake: 0.148 +(epoch: 115, iters: 56676, time: 0.300, data: 0.018) G_GAN: 3.774 G_L1: 4.081 D_real: 0.006 D_fake: 0.083 +(epoch: 115, iters: 56776, time: 0.295, data: 0.019) G_GAN: 4.519 G_L1: 5.451 D_real: 0.293 D_fake: 0.030 +(epoch: 115, iters: 56876, time: 0.301, data: 0.018) G_GAN: 3.623 G_L1: 3.860 D_real: 0.193 D_fake: 0.081 +(epoch: 115, iters: 56976, time: 0.408, data: 0.018) G_GAN: 2.170 G_L1: 2.882 D_real: 0.335 D_fake: 0.397 +(epoch: 115, iters: 57076, time: 0.298, data: 0.019) G_GAN: 3.049 G_L1: 4.231 D_real: 0.017 D_fake: 0.288 +(epoch: 115, iters: 57176, time: 0.299, data: 0.020) G_GAN: 3.190 G_L1: 3.764 D_real: 0.116 D_fake: 0.202 +(epoch: 115, iters: 57276, time: 0.289, data: 0.019) G_GAN: 2.991 G_L1: 3.791 D_real: 0.196 D_fake: 0.133 +(epoch: 115, iters: 57376, time: 0.411, data: 0.018) G_GAN: 3.413 G_L1: 4.618 D_real: 0.034 D_fake: 0.109 +(epoch: 115, iters: 57476, time: 0.297, data: 0.019) G_GAN: 2.902 G_L1: 4.058 D_real: 0.041 D_fake: 0.197 +(epoch: 115, iters: 57576, time: 0.293, data: 0.019) G_GAN: 3.283 G_L1: 3.989 D_real: 0.121 D_fake: 0.106 +(epoch: 115, iters: 57676, time: 0.299, data: 0.019) G_GAN: 4.492 G_L1: 3.292 D_real: 0.315 D_fake: 0.044 +(epoch: 115, iters: 57776, time: 0.416, data: 0.019) G_GAN: 2.994 G_L1: 4.818 D_real: 0.087 D_fake: 0.233 +(epoch: 115, iters: 57876, time: 0.304, data: 0.019) G_GAN: 3.083 G_L1: 3.389 D_real: 0.344 D_fake: 0.111 +(epoch: 115, iters: 57976, time: 0.299, data: 0.019) G_GAN: 3.183 G_L1: 3.793 D_real: 0.307 D_fake: 0.253 +(epoch: 115, iters: 58076, time: 0.292, data: 0.018) G_GAN: 3.519 G_L1: 3.202 D_real: 0.022 D_fake: 0.110 +(epoch: 115, iters: 58176, time: 0.665, data: 0.019) G_GAN: 4.336 G_L1: 5.168 D_real: 0.065 D_fake: 0.093 +(epoch: 115, iters: 58276, time: 0.288, data: 0.020) G_GAN: 2.982 G_L1: 5.813 D_real: 0.022 D_fake: 0.206 +(epoch: 115, iters: 58376, time: 0.302, data: 0.019) G_GAN: 2.726 G_L1: 2.895 D_real: 0.077 D_fake: 0.230 +(epoch: 115, iters: 58476, time: 0.297, data: 0.019) G_GAN: 2.902 G_L1: 2.889 D_real: 0.572 D_fake: 0.159 +(epoch: 115, iters: 58576, time: 0.408, data: 0.019) G_GAN: 3.146 G_L1: 2.345 D_real: 0.098 D_fake: 0.102 +(epoch: 115, iters: 58676, time: 0.296, data: 0.018) G_GAN: 3.305 G_L1: 4.862 D_real: 0.058 D_fake: 0.190 +(epoch: 115, iters: 58776, time: 0.298, data: 0.020) G_GAN: 2.766 G_L1: 4.678 D_real: 0.266 D_fake: 0.126 +(epoch: 115, iters: 58876, time: 0.299, data: 0.019) G_GAN: 3.739 G_L1: 4.048 D_real: 0.040 D_fake: 0.078 +(epoch: 115, iters: 58976, time: 0.408, data: 0.019) G_GAN: 3.181 G_L1: 3.110 D_real: 0.007 D_fake: 0.107 +(epoch: 115, iters: 59076, time: 0.300, data: 0.020) G_GAN: 4.173 G_L1: 4.905 D_real: 0.031 D_fake: 0.053 +(epoch: 115, iters: 59176, time: 0.290, data: 0.019) G_GAN: 2.507 G_L1: 3.387 D_real: 0.177 D_fake: 0.270 +(epoch: 115, iters: 59276, time: 0.299, data: 0.023) G_GAN: 2.866 G_L1: 3.184 D_real: 0.373 D_fake: 0.119 +(epoch: 115, iters: 59376, time: 0.418, data: 0.021) G_GAN: 3.860 G_L1: 3.989 D_real: 0.143 D_fake: 0.055 +(epoch: 115, iters: 59476, time: 0.300, data: 0.018) G_GAN: 2.328 G_L1: 3.017 D_real: 0.300 D_fake: 0.241 +(epoch: 115, iters: 59576, time: 0.299, data: 0.019) G_GAN: 3.239 G_L1: 3.490 D_real: 0.115 D_fake: 0.109 +(epoch: 115, iters: 59676, time: 0.296, data: 0.019) G_GAN: 3.838 G_L1: 4.116 D_real: 0.050 D_fake: 0.189 +(epoch: 115, iters: 59776, time: 0.409, data: 0.019) G_GAN: 3.512 G_L1: 2.788 D_real: 0.066 D_fake: 0.174 +(epoch: 115, iters: 59876, time: 0.299, data: 0.018) G_GAN: 1.929 G_L1: 2.574 D_real: 0.176 D_fake: 0.378 +(epoch: 115, iters: 59976, time: 0.287, data: 0.019) G_GAN: 4.601 G_L1: 3.566 D_real: 0.001 D_fake: 0.038 +(epoch: 116, iters: 60, time: 0.289, data: 0.019) G_GAN: 2.930 G_L1: 3.863 D_real: 0.028 D_fake: 0.156 +(epoch: 116, iters: 160, time: 0.622, data: 0.019) G_GAN: 4.101 G_L1: 3.879 D_real: 0.073 D_fake: 0.109 +(epoch: 116, iters: 260, time: 0.289, data: 0.018) G_GAN: 4.084 G_L1: 3.878 D_real: 0.003 D_fake: 0.089 +(epoch: 116, iters: 360, time: 0.289, data: 0.021) G_GAN: 3.837 G_L1: 4.284 D_real: 0.387 D_fake: 0.073 +(epoch: 116, iters: 460, time: 0.303, data: 0.019) G_GAN: 3.332 G_L1: 2.815 D_real: 0.292 D_fake: 0.101 +(epoch: 116, iters: 560, time: 0.409, data: 0.019) G_GAN: 3.737 G_L1: 3.679 D_real: 0.039 D_fake: 0.179 +(epoch: 116, iters: 660, time: 0.296, data: 0.019) G_GAN: 2.752 G_L1: 3.017 D_real: 0.044 D_fake: 0.152 +(epoch: 116, iters: 760, time: 0.297, data: 0.019) G_GAN: 3.415 G_L1: 2.775 D_real: 0.251 D_fake: 0.123 +(epoch: 116, iters: 860, time: 0.289, data: 0.021) G_GAN: 3.448 G_L1: 3.450 D_real: 0.024 D_fake: 0.083 +(epoch: 116, iters: 960, time: 0.412, data: 0.019) G_GAN: 3.260 G_L1: 3.698 D_real: 0.039 D_fake: 0.123 +(epoch: 116, iters: 1060, time: 0.291, data: 0.019) G_GAN: 4.475 G_L1: 6.276 D_real: 0.023 D_fake: 0.043 +(epoch: 116, iters: 1160, time: 0.299, data: 0.030) G_GAN: 3.044 G_L1: 4.204 D_real: 0.013 D_fake: 0.179 +(epoch: 116, iters: 1260, time: 0.297, data: 0.020) G_GAN: 4.564 G_L1: 2.602 D_real: 0.378 D_fake: 0.028 +(epoch: 116, iters: 1360, time: 0.421, data: 0.018) G_GAN: 3.303 G_L1: 5.311 D_real: 0.055 D_fake: 0.095 +(epoch: 116, iters: 1460, time: 0.304, data: 0.019) G_GAN: 4.984 G_L1: 3.646 D_real: 0.134 D_fake: 0.028 +(epoch: 116, iters: 1560, time: 0.297, data: 0.020) G_GAN: 4.406 G_L1: 4.369 D_real: 0.009 D_fake: 0.094 +(epoch: 116, iters: 1660, time: 0.302, data: 0.020) G_GAN: 3.795 G_L1: 4.830 D_real: 0.313 D_fake: 0.147 +(epoch: 116, iters: 1760, time: 0.421, data: 0.019) G_GAN: 3.692 G_L1: 5.933 D_real: 0.000 D_fake: 0.132 +(epoch: 116, iters: 1860, time: 0.298, data: 0.022) G_GAN: 4.181 G_L1: 4.104 D_real: 0.080 D_fake: 0.048 +(epoch: 116, iters: 1960, time: 0.304, data: 0.020) G_GAN: 3.247 G_L1: 3.908 D_real: 0.023 D_fake: 0.140 +(epoch: 116, iters: 2060, time: 0.303, data: 0.022) G_GAN: 3.098 G_L1: 3.277 D_real: 0.028 D_fake: 0.173 +(epoch: 116, iters: 2160, time: 0.645, data: 0.021) G_GAN: 4.491 G_L1: 4.914 D_real: 0.203 D_fake: 0.123 +(epoch: 116, iters: 2260, time: 0.294, data: 0.019) G_GAN: 4.038 G_L1: 4.246 D_real: 0.344 D_fake: 0.044 +(epoch: 116, iters: 2360, time: 0.303, data: 0.020) G_GAN: 3.305 G_L1: 2.799 D_real: 0.325 D_fake: 0.097 +(epoch: 116, iters: 2460, time: 0.296, data: 0.019) G_GAN: 4.196 G_L1: 6.491 D_real: 0.085 D_fake: 0.054 +(epoch: 116, iters: 2560, time: 0.397, data: 0.019) G_GAN: 4.064 G_L1: 3.154 D_real: 0.422 D_fake: 0.156 +(epoch: 116, iters: 2660, time: 0.302, data: 0.017) G_GAN: 3.838 G_L1: 2.625 D_real: 0.195 D_fake: 0.047 +(epoch: 116, iters: 2760, time: 0.289, data: 0.020) G_GAN: 4.520 G_L1: 3.744 D_real: 0.645 D_fake: 0.028 +(epoch: 116, iters: 2860, time: 0.298, data: 0.021) G_GAN: 3.740 G_L1: 3.631 D_real: 0.026 D_fake: 0.073 +(epoch: 116, iters: 2960, time: 0.383, data: 0.019) G_GAN: 3.211 G_L1: 2.397 D_real: 0.284 D_fake: 0.082 +(epoch: 116, iters: 3060, time: 0.291, data: 0.018) G_GAN: 2.182 G_L1: 2.934 D_real: 0.154 D_fake: 0.508 +(epoch: 116, iters: 3160, time: 0.303, data: 0.020) G_GAN: 4.177 G_L1: 4.298 D_real: 0.006 D_fake: 0.056 +(epoch: 116, iters: 3260, time: 0.290, data: 0.021) G_GAN: 3.572 G_L1: 3.269 D_real: 0.154 D_fake: 0.144 +(epoch: 116, iters: 3360, time: 0.384, data: 0.019) G_GAN: 4.380 G_L1: 3.199 D_real: 0.100 D_fake: 0.045 +(epoch: 116, iters: 3460, time: 0.297, data: 0.021) G_GAN: 3.568 G_L1: 2.869 D_real: 0.672 D_fake: 0.089 +(epoch: 116, iters: 3560, time: 0.304, data: 0.021) G_GAN: 3.025 G_L1: 3.733 D_real: 0.194 D_fake: 0.127 +(epoch: 116, iters: 3660, time: 0.296, data: 0.019) G_GAN: 3.916 G_L1: 3.632 D_real: 0.074 D_fake: 0.053 +(epoch: 116, iters: 3760, time: 0.427, data: 0.020) G_GAN: 3.861 G_L1: 4.587 D_real: 0.387 D_fake: 0.084 +(epoch: 116, iters: 3860, time: 0.302, data: 0.021) G_GAN: 2.916 G_L1: 4.320 D_real: 0.017 D_fake: 0.276 +(epoch: 116, iters: 3960, time: 0.296, data: 0.020) G_GAN: 2.949 G_L1: 3.935 D_real: 0.316 D_fake: 0.195 +(epoch: 116, iters: 4060, time: 0.302, data: 0.019) G_GAN: 3.459 G_L1: 4.002 D_real: 0.475 D_fake: 0.190 +(epoch: 116, iters: 4160, time: 0.686, data: 0.020) G_GAN: 3.270 G_L1: 3.946 D_real: 0.007 D_fake: 0.188 +(epoch: 116, iters: 4260, time: 0.301, data: 0.019) G_GAN: 3.968 G_L1: 3.177 D_real: 0.187 D_fake: 0.093 +(epoch: 116, iters: 4360, time: 0.297, data: 0.020) G_GAN: 4.339 G_L1: 5.050 D_real: 0.170 D_fake: 0.078 +(epoch: 116, iters: 4460, time: 0.304, data: 0.019) G_GAN: 2.917 G_L1: 2.974 D_real: 0.162 D_fake: 0.135 +(epoch: 116, iters: 4560, time: 0.420, data: 0.020) G_GAN: 3.906 G_L1: 3.227 D_real: 0.020 D_fake: 0.108 +(epoch: 116, iters: 4660, time: 0.297, data: 0.018) G_GAN: 5.110 G_L1: 3.712 D_real: 0.082 D_fake: 0.023 +(epoch: 116, iters: 4760, time: 0.304, data: 0.018) G_GAN: 3.758 G_L1: 3.501 D_real: 0.193 D_fake: 0.144 +(epoch: 116, iters: 4860, time: 0.295, data: 0.021) G_GAN: 4.995 G_L1: 7.049 D_real: 0.159 D_fake: 0.025 +(epoch: 116, iters: 4960, time: 0.414, data: 0.018) G_GAN: 3.177 G_L1: 2.617 D_real: 0.006 D_fake: 0.125 +(epoch: 116, iters: 5060, time: 0.302, data: 0.019) G_GAN: 3.662 G_L1: 4.044 D_real: 0.364 D_fake: 0.112 +(epoch: 116, iters: 5160, time: 0.304, data: 0.020) G_GAN: 5.989 G_L1: 3.861 D_real: 0.070 D_fake: 0.024 +(epoch: 116, iters: 5260, time: 0.303, data: 0.019) G_GAN: 3.390 G_L1: 3.343 D_real: 0.019 D_fake: 0.096 +(epoch: 116, iters: 5360, time: 0.419, data: 0.018) G_GAN: 3.135 G_L1: 2.840 D_real: 0.204 D_fake: 0.289 +(epoch: 116, iters: 5460, time: 0.298, data: 0.019) G_GAN: 3.528 G_L1: 2.381 D_real: 0.343 D_fake: 0.082 +(epoch: 116, iters: 5560, time: 0.297, data: 0.021) G_GAN: 3.181 G_L1: 5.161 D_real: 0.101 D_fake: 0.123 +(epoch: 116, iters: 5660, time: 0.304, data: 0.018) G_GAN: 2.787 G_L1: 3.698 D_real: 0.086 D_fake: 0.272 +(epoch: 116, iters: 5760, time: 0.391, data: 0.019) G_GAN: 6.272 G_L1: 2.032 D_real: 0.006 D_fake: 0.023 +(epoch: 116, iters: 5860, time: 0.301, data: 0.019) G_GAN: 3.489 G_L1: 2.748 D_real: 0.042 D_fake: 0.102 +(epoch: 116, iters: 5960, time: 0.299, data: 0.019) G_GAN: 3.119 G_L1: 3.829 D_real: 0.004 D_fake: 0.163 +(epoch: 116, iters: 6060, time: 0.302, data: 0.019) G_GAN: 3.558 G_L1: 3.132 D_real: 0.186 D_fake: 0.071 +(epoch: 116, iters: 6160, time: 0.657, data: 0.019) G_GAN: 3.144 G_L1: 3.915 D_real: 0.290 D_fake: 0.209 +(epoch: 116, iters: 6260, time: 0.302, data: 0.019) G_GAN: 3.659 G_L1: 3.491 D_real: 0.118 D_fake: 0.065 +(epoch: 116, iters: 6360, time: 0.297, data: 0.019) G_GAN: 3.455 G_L1: 4.038 D_real: 0.348 D_fake: 0.281 +(epoch: 116, iters: 6460, time: 0.297, data: 0.018) G_GAN: 2.923 G_L1: 3.030 D_real: 0.120 D_fake: 0.144 +(epoch: 116, iters: 6560, time: 0.383, data: 0.018) G_GAN: 3.365 G_L1: 4.194 D_real: 0.029 D_fake: 0.106 +(epoch: 116, iters: 6660, time: 0.297, data: 0.019) G_GAN: 3.070 G_L1: 3.652 D_real: 0.150 D_fake: 0.189 +(epoch: 116, iters: 6760, time: 0.302, data: 0.018) G_GAN: 2.633 G_L1: 2.428 D_real: 0.044 D_fake: 0.332 +(epoch: 116, iters: 6860, time: 0.300, data: 0.020) G_GAN: 3.563 G_L1: 3.376 D_real: 0.033 D_fake: 0.121 +(epoch: 116, iters: 6960, time: 0.425, data: 0.019) G_GAN: 3.895 G_L1: 3.330 D_real: 0.144 D_fake: 0.124 +(epoch: 116, iters: 7060, time: 0.302, data: 0.019) G_GAN: 3.941 G_L1: 5.304 D_real: 0.873 D_fake: 0.107 +(epoch: 116, iters: 7160, time: 0.299, data: 0.020) G_GAN: 3.453 G_L1: 3.076 D_real: 0.630 D_fake: 0.094 +(epoch: 116, iters: 7260, time: 0.302, data: 0.020) G_GAN: 3.545 G_L1: 4.227 D_real: 0.084 D_fake: 0.067 +(epoch: 116, iters: 7360, time: 0.403, data: 0.020) G_GAN: 2.502 G_L1: 3.907 D_real: 0.071 D_fake: 0.319 +(epoch: 116, iters: 7460, time: 0.300, data: 0.019) G_GAN: 3.872 G_L1: 2.994 D_real: 0.077 D_fake: 0.138 +(epoch: 116, iters: 7560, time: 0.304, data: 0.020) G_GAN: 3.210 G_L1: 3.438 D_real: 0.165 D_fake: 0.135 +(epoch: 116, iters: 7660, time: 0.304, data: 0.020) G_GAN: 4.526 G_L1: 2.808 D_real: 0.331 D_fake: 0.069 +(epoch: 116, iters: 7760, time: 0.415, data: 0.019) G_GAN: 2.623 G_L1: 3.821 D_real: 0.515 D_fake: 0.252 +(epoch: 116, iters: 7860, time: 0.297, data: 0.019) G_GAN: 2.528 G_L1: 5.375 D_real: 0.185 D_fake: 0.266 +(epoch: 116, iters: 7960, time: 0.304, data: 0.020) G_GAN: 4.004 G_L1: 3.311 D_real: 0.308 D_fake: 0.083 +(epoch: 116, iters: 8060, time: 0.298, data: 0.018) G_GAN: 3.789 G_L1: 3.165 D_real: 0.103 D_fake: 0.165 +(epoch: 116, iters: 8160, time: 0.666, data: 0.018) G_GAN: 2.896 G_L1: 5.679 D_real: 0.069 D_fake: 0.760 +(epoch: 116, iters: 8260, time: 0.295, data: 0.020) G_GAN: 2.801 G_L1: 2.636 D_real: 0.208 D_fake: 0.152 +(epoch: 116, iters: 8360, time: 0.296, data: 0.019) G_GAN: 2.660 G_L1: 2.926 D_real: 0.363 D_fake: 0.186 +(epoch: 116, iters: 8460, time: 0.297, data: 0.021) G_GAN: 4.120 G_L1: 3.325 D_real: 0.025 D_fake: 0.055 +(epoch: 116, iters: 8560, time: 0.408, data: 0.019) G_GAN: 4.532 G_L1: 3.943 D_real: 0.674 D_fake: 0.036 +(epoch: 116, iters: 8660, time: 0.300, data: 0.018) G_GAN: 3.328 G_L1: 4.812 D_real: 0.022 D_fake: 0.138 +(epoch: 116, iters: 8760, time: 0.299, data: 0.019) G_GAN: 4.642 G_L1: 3.842 D_real: 0.041 D_fake: 0.087 +(epoch: 116, iters: 8860, time: 0.304, data: 0.019) G_GAN: 4.090 G_L1: 3.697 D_real: 0.645 D_fake: 0.076 +(epoch: 116, iters: 8960, time: 0.387, data: 0.018) G_GAN: 3.168 G_L1: 4.286 D_real: 0.052 D_fake: 0.187 +(epoch: 116, iters: 9060, time: 0.305, data: 0.019) G_GAN: 4.552 G_L1: 3.751 D_real: 0.051 D_fake: 0.171 +(epoch: 116, iters: 9160, time: 0.300, data: 0.021) G_GAN: 3.551 G_L1: 4.939 D_real: 0.243 D_fake: 0.081 +(epoch: 116, iters: 9260, time: 0.292, data: 0.019) G_GAN: 3.538 G_L1: 4.493 D_real: 0.073 D_fake: 0.104 +(epoch: 116, iters: 9360, time: 0.419, data: 0.020) G_GAN: 4.720 G_L1: 3.789 D_real: 0.013 D_fake: 0.033 +(epoch: 116, iters: 9460, time: 0.299, data: 0.018) G_GAN: 3.916 G_L1: 6.390 D_real: 0.016 D_fake: 0.263 +(epoch: 116, iters: 9560, time: 0.294, data: 0.020) G_GAN: 3.982 G_L1: 3.596 D_real: 0.018 D_fake: 0.067 +(epoch: 116, iters: 9660, time: 0.298, data: 0.019) G_GAN: 3.379 G_L1: 4.566 D_real: 0.142 D_fake: 0.140 +(epoch: 116, iters: 9760, time: 0.396, data: 0.020) G_GAN: 3.340 G_L1: 3.366 D_real: 0.160 D_fake: 0.146 +(epoch: 116, iters: 9860, time: 0.296, data: 0.018) G_GAN: 3.995 G_L1: 3.736 D_real: 0.242 D_fake: 0.053 +(epoch: 116, iters: 9960, time: 0.292, data: 0.020) G_GAN: 3.883 G_L1: 3.449 D_real: 0.031 D_fake: 0.074 +(epoch: 116, iters: 10060, time: 0.307, data: 0.020) G_GAN: 3.136 G_L1: 4.736 D_real: 0.051 D_fake: 0.133 +(epoch: 116, iters: 10160, time: 0.649, data: 0.018) G_GAN: 4.558 G_L1: 4.102 D_real: 0.059 D_fake: 0.035 +(epoch: 116, iters: 10260, time: 0.300, data: 0.019) G_GAN: 2.732 G_L1: 3.293 D_real: 0.301 D_fake: 0.224 +(epoch: 116, iters: 10360, time: 0.291, data: 0.019) G_GAN: 3.454 G_L1: 4.510 D_real: 0.152 D_fake: 0.106 +(epoch: 116, iters: 10460, time: 0.302, data: 0.018) G_GAN: 3.917 G_L1: 3.879 D_real: 0.049 D_fake: 0.088 +(epoch: 116, iters: 10560, time: 0.419, data: 0.019) G_GAN: 3.873 G_L1: 4.160 D_real: 0.025 D_fake: 0.129 +(epoch: 116, iters: 10660, time: 0.302, data: 0.021) G_GAN: 3.910 G_L1: 4.200 D_real: 0.030 D_fake: 0.052 +(epoch: 116, iters: 10760, time: 0.284, data: 0.019) G_GAN: 4.061 G_L1: 2.719 D_real: 0.026 D_fake: 0.061 +(epoch: 116, iters: 10860, time: 0.302, data: 0.017) G_GAN: 4.730 G_L1: 4.086 D_real: 0.349 D_fake: 0.039 +(epoch: 116, iters: 10960, time: 0.406, data: 0.019) G_GAN: 4.820 G_L1: 3.267 D_real: 0.341 D_fake: 0.026 +(epoch: 116, iters: 11060, time: 0.310, data: 0.025) G_GAN: 4.184 G_L1: 3.109 D_real: 0.064 D_fake: 0.085 +(epoch: 116, iters: 11160, time: 0.299, data: 0.019) G_GAN: 3.532 G_L1: 2.378 D_real: 0.046 D_fake: 0.064 +(epoch: 116, iters: 11260, time: 0.303, data: 0.019) G_GAN: 3.508 G_L1: 4.764 D_real: 0.046 D_fake: 0.289 +(epoch: 116, iters: 11360, time: 0.422, data: 0.019) G_GAN: 2.998 G_L1: 4.184 D_real: 0.304 D_fake: 0.200 +(epoch: 116, iters: 11460, time: 0.286, data: 0.021) G_GAN: 3.786 G_L1: 5.490 D_real: 0.048 D_fake: 0.069 +(epoch: 116, iters: 11560, time: 0.302, data: 0.017) G_GAN: 3.477 G_L1: 3.008 D_real: 0.143 D_fake: 0.157 +(epoch: 116, iters: 11660, time: 0.297, data: 0.019) G_GAN: 2.691 G_L1: 3.218 D_real: 0.412 D_fake: 0.160 +(epoch: 116, iters: 11760, time: 0.424, data: 0.018) G_GAN: 3.849 G_L1: 3.554 D_real: 0.033 D_fake: 0.064 +(epoch: 116, iters: 11860, time: 0.299, data: 0.018) G_GAN: 2.597 G_L1: 2.992 D_real: 0.486 D_fake: 0.275 +(epoch: 116, iters: 11960, time: 0.305, data: 0.019) G_GAN: 3.730 G_L1: 3.322 D_real: 0.243 D_fake: 0.058 +(epoch: 116, iters: 12060, time: 0.301, data: 0.019) G_GAN: 3.450 G_L1: 2.834 D_real: 0.534 D_fake: 0.113 +(epoch: 116, iters: 12160, time: 0.620, data: 0.020) G_GAN: 3.726 G_L1: 2.930 D_real: 0.191 D_fake: 0.220 +(epoch: 116, iters: 12260, time: 0.292, data: 0.018) G_GAN: 4.183 G_L1: 4.243 D_real: 0.111 D_fake: 0.232 +(epoch: 116, iters: 12360, time: 0.303, data: 0.020) G_GAN: 3.762 G_L1: 3.704 D_real: 0.192 D_fake: 0.250 +(epoch: 116, iters: 12460, time: 0.304, data: 0.020) G_GAN: 3.982 G_L1: 3.485 D_real: 0.017 D_fake: 0.094 +(epoch: 116, iters: 12560, time: 0.395, data: 0.019) G_GAN: 5.063 G_L1: 2.830 D_real: 0.317 D_fake: 0.058 +(epoch: 116, iters: 12660, time: 0.296, data: 0.018) G_GAN: 3.716 G_L1: 3.250 D_real: 0.065 D_fake: 0.075 +(epoch: 116, iters: 12760, time: 0.298, data: 0.018) G_GAN: 2.506 G_L1: 2.266 D_real: 0.800 D_fake: 0.210 +(epoch: 116, iters: 12860, time: 0.282, data: 0.020) G_GAN: 4.870 G_L1: 2.357 D_real: 0.209 D_fake: 0.043 +(epoch: 116, iters: 12960, time: 0.420, data: 0.015) G_GAN: 4.208 G_L1: 4.016 D_real: 0.105 D_fake: 0.046 +(epoch: 116, iters: 13060, time: 0.297, data: 0.020) G_GAN: 3.095 G_L1: 5.525 D_real: 0.127 D_fake: 0.116 +(epoch: 116, iters: 13160, time: 0.305, data: 0.018) G_GAN: 2.797 G_L1: 3.519 D_real: 0.096 D_fake: 0.351 +(epoch: 116, iters: 13260, time: 0.297, data: 0.020) G_GAN: 3.724 G_L1: 4.844 D_real: 0.246 D_fake: 0.092 +(epoch: 116, iters: 13360, time: 0.419, data: 0.018) G_GAN: 3.448 G_L1: 5.745 D_real: 0.002 D_fake: 0.111 +(epoch: 116, iters: 13460, time: 0.300, data: 0.018) G_GAN: 3.124 G_L1: 3.694 D_real: 0.059 D_fake: 0.213 +(epoch: 116, iters: 13560, time: 0.301, data: 0.020) G_GAN: 5.367 G_L1: 4.490 D_real: 0.019 D_fake: 0.041 +(epoch: 116, iters: 13660, time: 0.293, data: 0.020) G_GAN: 3.479 G_L1: 3.588 D_real: 0.203 D_fake: 0.076 +(epoch: 116, iters: 13760, time: 0.406, data: 0.018) G_GAN: 3.215 G_L1: 3.006 D_real: 0.135 D_fake: 0.094 +(epoch: 116, iters: 13860, time: 0.300, data: 0.020) G_GAN: 3.880 G_L1: 3.347 D_real: 0.019 D_fake: 0.119 +(epoch: 116, iters: 13960, time: 0.290, data: 0.019) G_GAN: 4.208 G_L1: 5.229 D_real: 0.009 D_fake: 0.143 +(epoch: 116, iters: 14060, time: 0.300, data: 0.019) G_GAN: 2.617 G_L1: 3.842 D_real: 0.166 D_fake: 0.191 +(epoch: 116, iters: 14160, time: 0.636, data: 0.019) G_GAN: 5.900 G_L1: 4.565 D_real: 0.004 D_fake: 0.012 +(epoch: 116, iters: 14260, time: 0.282, data: 0.018) G_GAN: 4.082 G_L1: 3.611 D_real: 0.017 D_fake: 0.056 +(epoch: 116, iters: 14360, time: 0.303, data: 0.018) G_GAN: 3.222 G_L1: 4.086 D_real: 0.027 D_fake: 0.155 +(epoch: 116, iters: 14460, time: 0.300, data: 0.019) G_GAN: 2.920 G_L1: 3.596 D_real: 0.062 D_fake: 0.174 +(epoch: 116, iters: 14560, time: 0.398, data: 0.019) G_GAN: 3.885 G_L1: 2.675 D_real: 0.230 D_fake: 0.092 +(epoch: 116, iters: 14660, time: 0.298, data: 0.020) G_GAN: 3.380 G_L1: 4.285 D_real: 0.076 D_fake: 0.098 +(epoch: 116, iters: 14760, time: 0.296, data: 0.020) G_GAN: 3.979 G_L1: 3.763 D_real: 0.023 D_fake: 0.075 +(epoch: 116, iters: 14860, time: 0.286, data: 0.019) G_GAN: 3.313 G_L1: 6.405 D_real: 0.055 D_fake: 0.161 +(epoch: 116, iters: 14960, time: 0.417, data: 0.017) G_GAN: 3.976 G_L1: 3.694 D_real: 0.001 D_fake: 0.102 +(epoch: 116, iters: 15060, time: 0.288, data: 0.019) G_GAN: 3.996 G_L1: 3.760 D_real: 0.008 D_fake: 0.077 +(epoch: 116, iters: 15160, time: 0.273, data: 0.019) G_GAN: 4.633 G_L1: 6.905 D_real: 0.399 D_fake: 0.111 +(epoch: 116, iters: 15260, time: 0.295, data: 0.017) G_GAN: 4.586 G_L1: 4.748 D_real: 0.104 D_fake: 0.067 +(epoch: 116, iters: 15360, time: 0.415, data: 0.018) G_GAN: 2.970 G_L1: 3.767 D_real: 0.150 D_fake: 0.146 +(epoch: 116, iters: 15460, time: 0.301, data: 0.021) G_GAN: 4.489 G_L1: 3.999 D_real: 0.195 D_fake: 0.089 +(epoch: 116, iters: 15560, time: 0.296, data: 0.019) G_GAN: 4.489 G_L1: 4.414 D_real: 0.008 D_fake: 0.228 +(epoch: 116, iters: 15660, time: 0.302, data: 0.021) G_GAN: 3.780 G_L1: 2.809 D_real: 0.080 D_fake: 0.074 +(epoch: 116, iters: 15760, time: 0.421, data: 0.019) G_GAN: 2.617 G_L1: 4.476 D_real: 0.473 D_fake: 0.277 +(epoch: 116, iters: 15860, time: 0.303, data: 0.019) G_GAN: 2.362 G_L1: 3.657 D_real: 0.200 D_fake: 0.266 +(epoch: 116, iters: 15960, time: 0.303, data: 0.019) G_GAN: 3.470 G_L1: 4.158 D_real: 0.002 D_fake: 0.227 +(epoch: 116, iters: 16060, time: 0.298, data: 0.019) G_GAN: 4.474 G_L1: 4.517 D_real: 0.325 D_fake: 0.069 +(epoch: 116, iters: 16160, time: 0.626, data: 0.019) G_GAN: 2.742 G_L1: 2.829 D_real: 0.028 D_fake: 0.238 +(epoch: 116, iters: 16260, time: 0.298, data: 0.018) G_GAN: 2.727 G_L1: 4.069 D_real: 0.127 D_fake: 0.262 +(epoch: 116, iters: 16360, time: 0.295, data: 0.019) G_GAN: 3.434 G_L1: 3.757 D_real: 0.007 D_fake: 0.150 +(epoch: 116, iters: 16460, time: 0.301, data: 0.019) G_GAN: 3.292 G_L1: 2.961 D_real: 0.342 D_fake: 0.112 +(epoch: 116, iters: 16560, time: 0.413, data: 0.021) G_GAN: 2.995 G_L1: 4.257 D_real: 0.054 D_fake: 0.157 +(epoch: 116, iters: 16660, time: 0.279, data: 0.018) G_GAN: 4.675 G_L1: 3.007 D_real: 0.231 D_fake: 0.203 +(epoch: 116, iters: 16760, time: 0.303, data: 0.019) G_GAN: 4.242 G_L1: 3.720 D_real: 0.031 D_fake: 0.057 +(epoch: 116, iters: 16860, time: 0.300, data: 0.018) G_GAN: 2.709 G_L1: 3.621 D_real: 0.052 D_fake: 0.236 +(epoch: 116, iters: 16960, time: 0.390, data: 0.019) G_GAN: 2.889 G_L1: 3.307 D_real: 0.018 D_fake: 0.299 +(epoch: 116, iters: 17060, time: 0.293, data: 0.020) G_GAN: 3.613 G_L1: 2.517 D_real: 0.286 D_fake: 0.075 +(epoch: 116, iters: 17160, time: 0.300, data: 0.018) G_GAN: 2.579 G_L1: 3.794 D_real: 0.026 D_fake: 0.271 +(epoch: 116, iters: 17260, time: 0.304, data: 0.019) G_GAN: 3.249 G_L1: 3.366 D_real: 0.121 D_fake: 0.103 +(epoch: 116, iters: 17360, time: 0.423, data: 0.019) G_GAN: 3.940 G_L1: 3.893 D_real: 0.193 D_fake: 0.074 +(epoch: 116, iters: 17460, time: 0.294, data: 0.020) G_GAN: 4.167 G_L1: 4.509 D_real: 0.451 D_fake: 0.050 +(epoch: 116, iters: 17560, time: 0.298, data: 0.018) G_GAN: 2.847 G_L1: 5.357 D_real: 0.081 D_fake: 0.160 +(epoch: 116, iters: 17660, time: 0.286, data: 0.019) G_GAN: 4.142 G_L1: 2.692 D_real: 0.012 D_fake: 0.055 +(epoch: 116, iters: 17760, time: 0.410, data: 0.018) G_GAN: 3.510 G_L1: 3.494 D_real: 0.095 D_fake: 0.073 +(epoch: 116, iters: 17860, time: 0.296, data: 0.018) G_GAN: 3.546 G_L1: 4.674 D_real: 0.067 D_fake: 0.213 +(epoch: 116, iters: 17960, time: 0.288, data: 0.020) G_GAN: 4.781 G_L1: 4.120 D_real: 0.033 D_fake: 0.057 +(epoch: 116, iters: 18060, time: 0.293, data: 0.021) G_GAN: 3.640 G_L1: 2.922 D_real: 0.192 D_fake: 0.622 +(epoch: 116, iters: 18160, time: 0.626, data: 0.019) G_GAN: 4.486 G_L1: 4.136 D_real: 0.566 D_fake: 0.061 +(epoch: 116, iters: 18260, time: 0.308, data: 0.019) G_GAN: 4.696 G_L1: 4.818 D_real: 0.005 D_fake: 0.042 +(epoch: 116, iters: 18360, time: 0.282, data: 0.021) G_GAN: 2.563 G_L1: 3.539 D_real: 0.362 D_fake: 0.233 +(epoch: 116, iters: 18460, time: 0.301, data: 0.019) G_GAN: 3.426 G_L1: 3.497 D_real: 0.004 D_fake: 0.072 +(epoch: 116, iters: 18560, time: 0.430, data: 0.020) G_GAN: 2.987 G_L1: 4.091 D_real: 0.227 D_fake: 0.135 +(epoch: 116, iters: 18660, time: 0.289, data: 0.021) G_GAN: 3.061 G_L1: 3.121 D_real: 0.099 D_fake: 0.143 +(epoch: 116, iters: 18760, time: 0.299, data: 0.020) G_GAN: 3.940 G_L1: 2.986 D_real: 0.150 D_fake: 0.100 +(epoch: 116, iters: 18860, time: 0.300, data: 0.019) G_GAN: 2.909 G_L1: 3.783 D_real: 0.117 D_fake: 0.202 +(epoch: 116, iters: 18960, time: 0.422, data: 0.020) G_GAN: 4.037 G_L1: 4.212 D_real: 0.020 D_fake: 0.106 +(epoch: 116, iters: 19060, time: 0.302, data: 0.019) G_GAN: 4.124 G_L1: 5.674 D_real: 0.028 D_fake: 0.044 +(epoch: 116, iters: 19160, time: 0.300, data: 0.019) G_GAN: 2.445 G_L1: 3.953 D_real: 0.237 D_fake: 0.267 +(epoch: 116, iters: 19260, time: 0.295, data: 0.021) G_GAN: 3.026 G_L1: 5.311 D_real: 0.052 D_fake: 0.211 +(epoch: 116, iters: 19360, time: 0.423, data: 0.018) G_GAN: 2.691 G_L1: 3.581 D_real: 0.153 D_fake: 0.249 +(epoch: 116, iters: 19460, time: 0.291, data: 0.018) G_GAN: 2.350 G_L1: 2.646 D_real: 0.292 D_fake: 0.280 +(epoch: 116, iters: 19560, time: 0.303, data: 0.018) G_GAN: 3.134 G_L1: 3.144 D_real: 0.149 D_fake: 0.104 +(epoch: 116, iters: 19660, time: 0.307, data: 0.019) G_GAN: 3.031 G_L1: 3.399 D_real: 0.021 D_fake: 0.154 +(epoch: 116, iters: 19760, time: 0.406, data: 0.020) G_GAN: 3.908 G_L1: 4.320 D_real: 0.054 D_fake: 0.061 +(epoch: 116, iters: 19860, time: 0.305, data: 0.018) G_GAN: 3.399 G_L1: 3.887 D_real: 0.004 D_fake: 0.115 +(epoch: 116, iters: 19960, time: 0.295, data: 0.021) G_GAN: 5.262 G_L1: 3.791 D_real: 0.235 D_fake: 0.085 +(epoch: 116, iters: 20060, time: 0.281, data: 0.019) G_GAN: 2.284 G_L1: 2.268 D_real: 0.245 D_fake: 0.434 +(epoch: 116, iters: 20160, time: 0.671, data: 0.019) G_GAN: 3.856 G_L1: 2.912 D_real: 1.043 D_fake: 0.075 +(epoch: 116, iters: 20260, time: 0.303, data: 0.019) G_GAN: 3.419 G_L1: 3.449 D_real: 0.079 D_fake: 0.116 +(epoch: 116, iters: 20360, time: 0.301, data: 0.020) G_GAN: 3.789 G_L1: 2.827 D_real: 0.055 D_fake: 0.108 +(epoch: 116, iters: 20460, time: 0.292, data: 0.019) G_GAN: 3.332 G_L1: 3.810 D_real: 0.419 D_fake: 0.140 +(epoch: 116, iters: 20560, time: 0.421, data: 0.019) G_GAN: 3.982 G_L1: 3.636 D_real: 0.137 D_fake: 0.068 +(epoch: 116, iters: 20660, time: 0.304, data: 0.019) G_GAN: 4.924 G_L1: 5.203 D_real: 0.043 D_fake: 0.026 +(epoch: 116, iters: 20760, time: 0.295, data: 0.019) G_GAN: 2.823 G_L1: 5.269 D_real: 0.238 D_fake: 0.194 +(epoch: 116, iters: 20860, time: 0.301, data: 0.019) G_GAN: 4.578 G_L1: 3.614 D_real: 0.192 D_fake: 0.023 +(epoch: 116, iters: 20960, time: 0.418, data: 0.019) G_GAN: 2.927 G_L1: 5.143 D_real: 0.061 D_fake: 0.224 +(epoch: 116, iters: 21060, time: 0.301, data: 0.020) G_GAN: 2.923 G_L1: 3.524 D_real: 0.180 D_fake: 0.250 +(epoch: 116, iters: 21160, time: 0.287, data: 0.020) G_GAN: 3.158 G_L1: 2.704 D_real: 0.216 D_fake: 0.139 +(epoch: 116, iters: 21260, time: 0.294, data: 0.020) G_GAN: 3.903 G_L1: 4.077 D_real: 0.065 D_fake: 0.161 +(epoch: 116, iters: 21360, time: 0.423, data: 0.018) G_GAN: 3.510 G_L1: 2.746 D_real: 1.058 D_fake: 0.175 +(epoch: 116, iters: 21460, time: 0.304, data: 0.019) G_GAN: 5.498 G_L1: 5.193 D_real: 0.044 D_fake: 0.027 +(epoch: 116, iters: 21560, time: 0.297, data: 0.019) G_GAN: 2.245 G_L1: 3.278 D_real: 0.141 D_fake: 0.387 +(epoch: 116, iters: 21660, time: 0.304, data: 0.019) G_GAN: 2.160 G_L1: 2.352 D_real: 0.042 D_fake: 0.348 +(epoch: 116, iters: 21760, time: 0.424, data: 0.019) G_GAN: 4.245 G_L1: 5.175 D_real: 0.014 D_fake: 0.112 +(epoch: 116, iters: 21860, time: 0.293, data: 0.020) G_GAN: 3.807 G_L1: 3.376 D_real: 0.312 D_fake: 0.108 +(epoch: 116, iters: 21960, time: 0.294, data: 0.019) G_GAN: 3.760 G_L1: 4.720 D_real: 0.006 D_fake: 0.107 +(epoch: 116, iters: 22060, time: 0.306, data: 0.019) G_GAN: 4.538 G_L1: 4.161 D_real: 0.097 D_fake: 0.071 +(epoch: 116, iters: 22160, time: 0.663, data: 0.020) G_GAN: 3.864 G_L1: 5.250 D_real: 0.081 D_fake: 0.101 +(epoch: 116, iters: 22260, time: 0.304, data: 0.017) G_GAN: 2.779 G_L1: 2.186 D_real: 0.518 D_fake: 0.142 +(epoch: 116, iters: 22360, time: 0.284, data: 0.020) G_GAN: 5.085 G_L1: 3.833 D_real: 0.056 D_fake: 0.020 +(epoch: 116, iters: 22460, time: 0.301, data: 0.022) G_GAN: 2.959 G_L1: 4.005 D_real: 0.135 D_fake: 0.148 +(epoch: 116, iters: 22560, time: 0.420, data: 0.021) G_GAN: 3.248 G_L1: 3.817 D_real: 0.037 D_fake: 0.221 +(epoch: 116, iters: 22660, time: 0.302, data: 0.018) G_GAN: 4.676 G_L1: 5.029 D_real: 0.267 D_fake: 0.092 +(epoch: 116, iters: 22760, time: 0.292, data: 0.021) G_GAN: 2.475 G_L1: 2.936 D_real: 0.081 D_fake: 0.308 +(epoch: 116, iters: 22860, time: 0.301, data: 0.018) G_GAN: 3.415 G_L1: 2.642 D_real: 0.137 D_fake: 0.100 +(epoch: 116, iters: 22960, time: 0.419, data: 0.020) G_GAN: 3.573 G_L1: 3.337 D_real: 0.077 D_fake: 0.268 +(epoch: 116, iters: 23060, time: 0.286, data: 0.019) G_GAN: 4.130 G_L1: 3.623 D_real: 0.222 D_fake: 0.054 +(epoch: 116, iters: 23160, time: 0.291, data: 0.019) G_GAN: 2.165 G_L1: 3.087 D_real: 0.320 D_fake: 0.312 +(epoch: 116, iters: 23260, time: 0.299, data: 0.020) G_GAN: 2.966 G_L1: 3.336 D_real: 0.095 D_fake: 0.195 +(epoch: 116, iters: 23360, time: 0.420, data: 0.019) G_GAN: 3.283 G_L1: 3.730 D_real: 0.054 D_fake: 0.115 +(epoch: 116, iters: 23460, time: 0.295, data: 0.020) G_GAN: 3.567 G_L1: 3.309 D_real: 0.087 D_fake: 0.092 +(epoch: 116, iters: 23560, time: 0.299, data: 0.019) G_GAN: 4.338 G_L1: 2.499 D_real: 0.507 D_fake: 0.050 +(epoch: 116, iters: 23660, time: 0.285, data: 0.020) G_GAN: 2.709 G_L1: 3.101 D_real: 0.054 D_fake: 0.153 +(epoch: 116, iters: 23760, time: 0.409, data: 0.017) G_GAN: 3.556 G_L1: 2.505 D_real: 0.050 D_fake: 0.113 +(epoch: 116, iters: 23860, time: 0.293, data: 0.021) G_GAN: 3.828 G_L1: 3.010 D_real: 0.139 D_fake: 0.053 +(epoch: 116, iters: 23960, time: 0.299, data: 0.020) G_GAN: 3.682 G_L1: 6.952 D_real: 0.020 D_fake: 0.127 +(epoch: 116, iters: 24060, time: 0.301, data: 0.021) G_GAN: 3.996 G_L1: 4.603 D_real: 0.032 D_fake: 0.365 +(epoch: 116, iters: 24160, time: 0.651, data: 0.019) G_GAN: 2.609 G_L1: 2.999 D_real: 0.144 D_fake: 0.191 +(epoch: 116, iters: 24260, time: 0.296, data: 0.021) G_GAN: 4.295 G_L1: 3.392 D_real: 0.023 D_fake: 0.109 +(epoch: 116, iters: 24360, time: 0.299, data: 0.019) G_GAN: 2.694 G_L1: 4.448 D_real: 0.083 D_fake: 0.297 +(epoch: 116, iters: 24460, time: 0.296, data: 0.018) G_GAN: 3.818 G_L1: 2.874 D_real: 0.137 D_fake: 0.065 +(epoch: 116, iters: 24560, time: 0.414, data: 0.020) G_GAN: 3.762 G_L1: 4.049 D_real: 0.079 D_fake: 0.067 +(epoch: 116, iters: 24660, time: 0.286, data: 0.018) G_GAN: 3.272 G_L1: 3.846 D_real: 0.110 D_fake: 0.236 +(epoch: 116, iters: 24760, time: 0.296, data: 0.019) G_GAN: 3.265 G_L1: 2.505 D_real: 0.333 D_fake: 0.090 +(epoch: 116, iters: 24860, time: 0.294, data: 0.018) G_GAN: 3.160 G_L1: 3.166 D_real: 0.821 D_fake: 0.124 +(epoch: 116, iters: 24960, time: 0.428, data: 0.020) G_GAN: 3.606 G_L1: 3.016 D_real: 0.120 D_fake: 0.087 +(epoch: 116, iters: 25060, time: 0.301, data: 0.019) G_GAN: 2.566 G_L1: 2.295 D_real: 0.410 D_fake: 0.242 +(epoch: 116, iters: 25160, time: 0.300, data: 0.020) G_GAN: 3.337 G_L1: 2.635 D_real: 0.228 D_fake: 0.092 +(epoch: 116, iters: 25260, time: 0.301, data: 0.019) G_GAN: 3.381 G_L1: 3.664 D_real: 0.033 D_fake: 0.203 +(epoch: 116, iters: 25360, time: 0.396, data: 0.020) G_GAN: 2.700 G_L1: 2.243 D_real: 0.158 D_fake: 0.160 +(epoch: 116, iters: 25460, time: 0.296, data: 0.018) G_GAN: 3.967 G_L1: 5.056 D_real: 0.142 D_fake: 0.163 +(epoch: 116, iters: 25560, time: 0.297, data: 0.020) G_GAN: 3.082 G_L1: 3.413 D_real: 0.121 D_fake: 0.345 +(epoch: 116, iters: 25660, time: 0.302, data: 0.021) G_GAN: 3.832 G_L1: 2.966 D_real: 0.299 D_fake: 0.102 +(epoch: 116, iters: 25760, time: 0.417, data: 0.020) G_GAN: 3.940 G_L1: 2.947 D_real: 0.051 D_fake: 0.258 +(epoch: 116, iters: 25860, time: 0.296, data: 0.020) G_GAN: 4.227 G_L1: 3.888 D_real: 0.323 D_fake: 0.108 +(epoch: 116, iters: 25960, time: 0.295, data: 0.018) G_GAN: 2.778 G_L1: 3.370 D_real: 0.032 D_fake: 0.288 +(epoch: 116, iters: 26060, time: 0.301, data: 0.020) G_GAN: 2.512 G_L1: 3.881 D_real: 0.020 D_fake: 0.226 +(epoch: 116, iters: 26160, time: 0.658, data: 0.018) G_GAN: 2.497 G_L1: 2.835 D_real: 0.108 D_fake: 0.332 +(epoch: 116, iters: 26260, time: 0.273, data: 0.018) G_GAN: 4.696 G_L1: 3.755 D_real: 0.048 D_fake: 0.027 +(epoch: 116, iters: 26360, time: 0.303, data: 0.018) G_GAN: 2.741 G_L1: 4.114 D_real: 0.039 D_fake: 0.351 +(epoch: 116, iters: 26460, time: 0.304, data: 0.022) G_GAN: 3.535 G_L1: 3.949 D_real: 0.151 D_fake: 0.117 +(epoch: 116, iters: 26560, time: 0.382, data: 0.019) G_GAN: 2.082 G_L1: 4.949 D_real: 0.126 D_fake: 0.465 +(epoch: 116, iters: 26660, time: 0.302, data: 0.020) G_GAN: 4.382 G_L1: 3.470 D_real: 0.206 D_fake: 0.093 +(epoch: 116, iters: 26760, time: 0.295, data: 0.018) G_GAN: 3.691 G_L1: 3.350 D_real: 0.102 D_fake: 0.223 +(epoch: 116, iters: 26860, time: 0.301, data: 0.020) G_GAN: 2.414 G_L1: 3.570 D_real: 0.007 D_fake: 0.400 +(epoch: 116, iters: 26960, time: 0.412, data: 0.019) G_GAN: 3.161 G_L1: 5.073 D_real: 0.111 D_fake: 0.111 +(epoch: 116, iters: 27060, time: 0.301, data: 0.019) G_GAN: 3.068 G_L1: 3.385 D_real: 0.146 D_fake: 0.115 +(epoch: 116, iters: 27160, time: 0.280, data: 0.018) G_GAN: 4.995 G_L1: 3.643 D_real: 0.102 D_fake: 0.037 +(epoch: 116, iters: 27260, time: 0.304, data: 0.018) G_GAN: 3.747 G_L1: 3.433 D_real: 0.143 D_fake: 0.072 +(epoch: 116, iters: 27360, time: 0.409, data: 0.020) G_GAN: 2.707 G_L1: 2.102 D_real: 0.268 D_fake: 0.233 +(epoch: 116, iters: 27460, time: 0.297, data: 0.021) G_GAN: 2.177 G_L1: 3.338 D_real: 0.921 D_fake: 0.309 +(epoch: 116, iters: 27560, time: 0.302, data: 0.018) G_GAN: 3.395 G_L1: 2.819 D_real: 0.033 D_fake: 0.172 +(epoch: 116, iters: 27660, time: 0.275, data: 0.019) G_GAN: 4.649 G_L1: 6.695 D_real: 0.481 D_fake: 0.064 +(epoch: 116, iters: 27760, time: 0.409, data: 0.018) G_GAN: 2.421 G_L1: 2.997 D_real: 0.230 D_fake: 0.394 +(epoch: 116, iters: 27860, time: 0.295, data: 0.020) G_GAN: 4.732 G_L1: 3.958 D_real: 0.010 D_fake: 0.040 +(epoch: 116, iters: 27960, time: 0.303, data: 0.019) G_GAN: 4.272 G_L1: 3.294 D_real: 0.146 D_fake: 0.115 +(epoch: 116, iters: 28060, time: 0.296, data: 0.018) G_GAN: 3.054 G_L1: 2.632 D_real: 0.037 D_fake: 0.327 +(epoch: 116, iters: 28160, time: 0.622, data: 0.018) G_GAN: 2.762 G_L1: 2.730 D_real: 0.017 D_fake: 0.309 +(epoch: 116, iters: 28260, time: 0.294, data: 0.020) G_GAN: 3.732 G_L1: 6.004 D_real: 0.140 D_fake: 0.280 +(epoch: 116, iters: 28360, time: 0.301, data: 0.018) G_GAN: 2.863 G_L1: 4.751 D_real: 0.427 D_fake: 0.295 +(epoch: 116, iters: 28460, time: 0.303, data: 0.022) G_GAN: 4.092 G_L1: 3.105 D_real: 0.047 D_fake: 0.042 +(epoch: 116, iters: 28560, time: 0.410, data: 0.019) G_GAN: 2.094 G_L1: 5.008 D_real: 0.248 D_fake: 0.379 +(epoch: 116, iters: 28660, time: 0.301, data: 0.019) G_GAN: 2.844 G_L1: 3.827 D_real: 0.108 D_fake: 0.247 +(epoch: 116, iters: 28760, time: 0.304, data: 0.018) G_GAN: 2.715 G_L1: 3.438 D_real: 0.417 D_fake: 0.236 +(epoch: 116, iters: 28860, time: 0.298, data: 0.021) G_GAN: 3.765 G_L1: 4.222 D_real: 0.342 D_fake: 0.136 +(epoch: 116, iters: 28960, time: 0.420, data: 0.029) G_GAN: 5.082 G_L1: 3.770 D_real: 0.041 D_fake: 0.027 +(epoch: 116, iters: 29060, time: 0.303, data: 0.021) G_GAN: 3.467 G_L1: 3.369 D_real: 0.098 D_fake: 0.092 +(epoch: 116, iters: 29160, time: 0.302, data: 0.019) G_GAN: 4.231 G_L1: 5.225 D_real: 0.011 D_fake: 0.069 +(epoch: 116, iters: 29260, time: 0.297, data: 0.020) G_GAN: 4.141 G_L1: 4.071 D_real: 0.199 D_fake: 0.182 +(epoch: 116, iters: 29360, time: 0.386, data: 0.019) G_GAN: 2.932 G_L1: 3.743 D_real: 0.183 D_fake: 0.242 +(epoch: 116, iters: 29460, time: 0.297, data: 0.019) G_GAN: 5.085 G_L1: 4.292 D_real: 0.101 D_fake: 0.207 +(epoch: 116, iters: 29560, time: 0.302, data: 0.020) G_GAN: 5.319 G_L1: 3.594 D_real: 0.052 D_fake: 0.033 +(epoch: 116, iters: 29660, time: 0.299, data: 0.019) G_GAN: 4.012 G_L1: 3.091 D_real: 0.344 D_fake: 0.047 +(epoch: 116, iters: 29760, time: 0.404, data: 0.023) G_GAN: 3.741 G_L1: 3.090 D_real: 0.249 D_fake: 0.106 +(epoch: 116, iters: 29860, time: 0.299, data: 0.018) G_GAN: 3.465 G_L1: 3.371 D_real: 0.301 D_fake: 0.115 +(epoch: 116, iters: 29960, time: 0.302, data: 0.020) G_GAN: 4.972 G_L1: 4.116 D_real: 0.073 D_fake: 0.024 +(epoch: 116, iters: 30060, time: 0.297, data: 0.019) G_GAN: 4.526 G_L1: 3.691 D_real: 0.031 D_fake: 0.030 +(epoch: 116, iters: 30160, time: 0.663, data: 0.019) G_GAN: 3.696 G_L1: 3.345 D_real: 0.046 D_fake: 0.072 +(epoch: 116, iters: 30260, time: 0.303, data: 0.019) G_GAN: 2.085 G_L1: 2.882 D_real: 0.506 D_fake: 0.424 +(epoch: 116, iters: 30360, time: 0.302, data: 0.020) G_GAN: 4.142 G_L1: 4.804 D_real: 0.271 D_fake: 0.116 +(epoch: 116, iters: 30460, time: 0.305, data: 0.019) G_GAN: 2.663 G_L1: 5.126 D_real: 0.280 D_fake: 0.196 +(epoch: 116, iters: 30560, time: 0.420, data: 0.019) G_GAN: 3.550 G_L1: 3.326 D_real: 0.065 D_fake: 0.090 +(epoch: 116, iters: 30660, time: 0.299, data: 0.020) G_GAN: 3.578 G_L1: 3.734 D_real: 0.081 D_fake: 0.101 +(epoch: 116, iters: 30760, time: 0.307, data: 0.019) G_GAN: 4.139 G_L1: 3.812 D_real: 0.003 D_fake: 0.099 +(epoch: 116, iters: 30860, time: 0.299, data: 0.027) G_GAN: 3.732 G_L1: 5.710 D_real: 0.441 D_fake: 0.071 +(epoch: 116, iters: 30960, time: 0.412, data: 0.018) G_GAN: 1.188 G_L1: 2.386 D_real: 0.247 D_fake: 0.991 +(epoch: 116, iters: 31060, time: 0.303, data: 0.018) G_GAN: 2.949 G_L1: 3.106 D_real: 0.028 D_fake: 0.195 +(epoch: 116, iters: 31160, time: 0.302, data: 0.019) G_GAN: 2.387 G_L1: 4.395 D_real: 0.276 D_fake: 0.301 +(epoch: 116, iters: 31260, time: 0.299, data: 0.020) G_GAN: 3.388 G_L1: 4.462 D_real: 0.098 D_fake: 0.143 +(epoch: 116, iters: 31360, time: 0.382, data: 0.020) G_GAN: 4.741 G_L1: 3.435 D_real: 0.048 D_fake: 0.027 +(epoch: 116, iters: 31460, time: 0.300, data: 0.022) G_GAN: 3.729 G_L1: 3.746 D_real: 0.237 D_fake: 0.073 +(epoch: 116, iters: 31560, time: 0.302, data: 0.021) G_GAN: 4.773 G_L1: 5.012 D_real: 0.079 D_fake: 0.062 +(epoch: 116, iters: 31660, time: 0.303, data: 0.022) G_GAN: 2.676 G_L1: 3.221 D_real: 0.187 D_fake: 0.217 +(epoch: 116, iters: 31760, time: 0.393, data: 0.020) G_GAN: 2.704 G_L1: 1.641 D_real: 0.087 D_fake: 0.305 +(epoch: 116, iters: 31860, time: 0.301, data: 0.018) G_GAN: 4.630 G_L1: 5.305 D_real: 0.010 D_fake: 0.038 +(epoch: 116, iters: 31960, time: 0.300, data: 0.022) G_GAN: 4.285 G_L1: 3.598 D_real: 0.091 D_fake: 0.064 +(epoch: 116, iters: 32060, time: 0.304, data: 0.019) G_GAN: 2.463 G_L1: 4.420 D_real: 0.013 D_fake: 0.218 +(epoch: 116, iters: 32160, time: 0.656, data: 0.018) G_GAN: 3.704 G_L1: 5.053 D_real: 0.004 D_fake: 0.247 +(epoch: 116, iters: 32260, time: 0.300, data: 0.018) G_GAN: 3.703 G_L1: 3.847 D_real: 0.127 D_fake: 0.096 +(epoch: 116, iters: 32360, time: 0.290, data: 0.018) G_GAN: 3.941 G_L1: 4.183 D_real: 0.138 D_fake: 0.080 +(epoch: 116, iters: 32460, time: 0.292, data: 0.017) G_GAN: 4.210 G_L1: 3.724 D_real: 0.051 D_fake: 0.043 +(epoch: 116, iters: 32560, time: 0.417, data: 0.019) G_GAN: 3.561 G_L1: 3.510 D_real: 0.233 D_fake: 0.083 +(epoch: 116, iters: 32660, time: 0.305, data: 0.018) G_GAN: 4.139 G_L1: 3.282 D_real: 0.020 D_fake: 0.103 +(epoch: 116, iters: 32760, time: 0.298, data: 0.020) G_GAN: 3.121 G_L1: 3.910 D_real: 0.131 D_fake: 0.171 +(epoch: 116, iters: 32860, time: 0.292, data: 0.018) G_GAN: 3.595 G_L1: 3.174 D_real: 0.298 D_fake: 0.089 +(epoch: 116, iters: 32960, time: 0.399, data: 0.018) G_GAN: 3.366 G_L1: 3.843 D_real: 0.425 D_fake: 0.112 +(epoch: 116, iters: 33060, time: 0.299, data: 0.019) G_GAN: 4.427 G_L1: 4.300 D_real: 0.059 D_fake: 0.043 +(epoch: 116, iters: 33160, time: 0.301, data: 0.019) G_GAN: 2.740 G_L1: 3.540 D_real: 0.101 D_fake: 0.165 +(epoch: 116, iters: 33260, time: 0.294, data: 0.020) G_GAN: 2.866 G_L1: 3.419 D_real: 0.276 D_fake: 0.194 +(epoch: 116, iters: 33360, time: 0.414, data: 0.021) G_GAN: 3.350 G_L1: 4.117 D_real: 0.185 D_fake: 0.184 +(epoch: 116, iters: 33460, time: 0.301, data: 0.018) G_GAN: 3.204 G_L1: 3.730 D_real: 0.624 D_fake: 0.165 +(epoch: 116, iters: 33560, time: 0.284, data: 0.019) G_GAN: 3.417 G_L1: 3.807 D_real: 0.008 D_fake: 0.117 +(epoch: 116, iters: 33660, time: 0.301, data: 0.017) G_GAN: 3.570 G_L1: 4.307 D_real: 0.124 D_fake: 0.223 +(epoch: 116, iters: 33760, time: 0.419, data: 0.020) G_GAN: 5.625 G_L1: 3.780 D_real: 0.216 D_fake: 0.028 +(epoch: 116, iters: 33860, time: 0.290, data: 0.019) G_GAN: 4.762 G_L1: 3.858 D_real: 0.079 D_fake: 0.156 +(epoch: 116, iters: 33960, time: 0.303, data: 0.019) G_GAN: 3.254 G_L1: 2.888 D_real: 0.028 D_fake: 0.103 +(epoch: 116, iters: 34060, time: 0.297, data: 0.020) G_GAN: 3.673 G_L1: 3.151 D_real: 0.132 D_fake: 0.181 +(epoch: 116, iters: 34160, time: 0.589, data: 0.018) G_GAN: 4.745 G_L1: 2.726 D_real: 0.057 D_fake: 0.078 +(epoch: 116, iters: 34260, time: 0.302, data: 0.019) G_GAN: 3.308 G_L1: 2.912 D_real: 0.040 D_fake: 0.130 +(epoch: 116, iters: 34360, time: 0.265, data: 0.021) G_GAN: 3.786 G_L1: 4.541 D_real: 0.000 D_fake: 0.100 +(epoch: 116, iters: 34460, time: 0.300, data: 0.017) G_GAN: 3.580 G_L1: 2.811 D_real: 0.428 D_fake: 0.121 +(epoch: 116, iters: 34560, time: 0.417, data: 0.020) G_GAN: 4.011 G_L1: 3.651 D_real: 0.383 D_fake: 0.061 +(epoch: 116, iters: 34660, time: 0.294, data: 0.020) G_GAN: 3.533 G_L1: 4.059 D_real: 0.014 D_fake: 0.090 +(epoch: 116, iters: 34760, time: 0.303, data: 0.018) G_GAN: 3.710 G_L1: 3.940 D_real: 0.007 D_fake: 0.070 +(epoch: 116, iters: 34860, time: 0.290, data: 0.019) G_GAN: 2.615 G_L1: 4.230 D_real: 0.038 D_fake: 0.215 +(epoch: 116, iters: 34960, time: 0.411, data: 0.019) G_GAN: 3.723 G_L1: 4.443 D_real: 0.237 D_fake: 0.119 +(epoch: 116, iters: 35060, time: 0.299, data: 0.019) G_GAN: 4.114 G_L1: 3.542 D_real: 0.351 D_fake: 0.063 +(epoch: 116, iters: 35160, time: 0.301, data: 0.019) G_GAN: 2.920 G_L1: 3.031 D_real: 0.230 D_fake: 0.244 +(epoch: 116, iters: 35260, time: 0.295, data: 0.019) G_GAN: 2.142 G_L1: 3.546 D_real: 0.133 D_fake: 0.304 +(epoch: 116, iters: 35360, time: 0.411, data: 0.019) G_GAN: 3.588 G_L1: 3.540 D_real: 0.005 D_fake: 0.094 +(epoch: 116, iters: 35460, time: 0.294, data: 0.020) G_GAN: 4.031 G_L1: 4.589 D_real: 0.196 D_fake: 0.064 +(epoch: 116, iters: 35560, time: 0.297, data: 0.019) G_GAN: 3.744 G_L1: 3.157 D_real: 0.225 D_fake: 0.089 +(epoch: 116, iters: 35660, time: 0.279, data: 0.019) G_GAN: 3.564 G_L1: 4.189 D_real: 0.093 D_fake: 0.184 +(epoch: 116, iters: 35760, time: 0.431, data: 0.016) G_GAN: 3.563 G_L1: 3.609 D_real: 0.012 D_fake: 0.082 +(epoch: 116, iters: 35860, time: 0.303, data: 0.018) G_GAN: 2.470 G_L1: 3.358 D_real: 0.191 D_fake: 0.257 +(epoch: 116, iters: 35960, time: 0.305, data: 0.018) G_GAN: 3.474 G_L1: 2.964 D_real: 0.018 D_fake: 0.112 +(epoch: 116, iters: 36060, time: 0.299, data: 0.018) G_GAN: 3.592 G_L1: 3.865 D_real: 0.115 D_fake: 0.103 +(epoch: 116, iters: 36160, time: 0.649, data: 0.019) G_GAN: 3.068 G_L1: 4.275 D_real: 0.006 D_fake: 0.134 +(epoch: 116, iters: 36260, time: 0.295, data: 0.017) G_GAN: 3.638 G_L1: 2.921 D_real: 0.051 D_fake: 0.063 +(epoch: 116, iters: 36360, time: 0.296, data: 0.020) G_GAN: 3.402 G_L1: 4.481 D_real: 0.384 D_fake: 0.149 +(epoch: 116, iters: 36460, time: 0.299, data: 0.018) G_GAN: 3.844 G_L1: 4.413 D_real: 0.134 D_fake: 0.076 +(epoch: 116, iters: 36560, time: 0.416, data: 0.019) G_GAN: 3.377 G_L1: 2.798 D_real: 0.130 D_fake: 0.163 +(epoch: 116, iters: 36660, time: 0.295, data: 0.020) G_GAN: 3.656 G_L1: 3.977 D_real: 0.479 D_fake: 0.117 +(epoch: 116, iters: 36760, time: 0.305, data: 0.019) G_GAN: 2.351 G_L1: 4.921 D_real: 0.051 D_fake: 0.420 +(epoch: 116, iters: 36860, time: 0.298, data: 0.026) G_GAN: 2.996 G_L1: 4.390 D_real: 0.125 D_fake: 0.808 +(epoch: 116, iters: 36960, time: 0.415, data: 0.019) G_GAN: 3.575 G_L1: 6.285 D_real: 0.171 D_fake: 0.169 +(epoch: 116, iters: 37060, time: 0.305, data: 0.017) G_GAN: 3.286 G_L1: 3.261 D_real: 0.016 D_fake: 0.099 +(epoch: 116, iters: 37160, time: 0.297, data: 0.020) G_GAN: 4.181 G_L1: 4.244 D_real: 0.117 D_fake: 0.095 +(epoch: 116, iters: 37260, time: 0.289, data: 0.021) G_GAN: 3.244 G_L1: 4.127 D_real: 0.012 D_fake: 0.140 +(epoch: 116, iters: 37360, time: 0.418, data: 0.018) G_GAN: 3.340 G_L1: 3.217 D_real: 0.094 D_fake: 0.219 +(epoch: 116, iters: 37460, time: 0.298, data: 0.020) G_GAN: 2.947 G_L1: 2.731 D_real: 0.274 D_fake: 0.119 +(epoch: 116, iters: 37560, time: 0.298, data: 0.019) G_GAN: 3.511 G_L1: 3.265 D_real: 0.099 D_fake: 0.115 +(epoch: 116, iters: 37660, time: 0.282, data: 0.019) G_GAN: 2.689 G_L1: 2.870 D_real: 0.025 D_fake: 0.290 +(epoch: 116, iters: 37760, time: 0.426, data: 0.022) G_GAN: 3.101 G_L1: 5.373 D_real: 0.119 D_fake: 0.311 +(epoch: 116, iters: 37860, time: 0.296, data: 0.019) G_GAN: 3.241 G_L1: 3.011 D_real: 0.011 D_fake: 0.112 +(epoch: 116, iters: 37960, time: 0.303, data: 0.019) G_GAN: 3.980 G_L1: 4.407 D_real: 0.005 D_fake: 0.102 +(epoch: 116, iters: 38060, time: 0.294, data: 0.020) G_GAN: 2.701 G_L1: 3.001 D_real: 0.509 D_fake: 0.155 +(epoch: 116, iters: 38160, time: 0.616, data: 0.018) G_GAN: 3.848 G_L1: 1.959 D_real: 0.092 D_fake: 0.064 +(epoch: 116, iters: 38260, time: 0.304, data: 0.021) G_GAN: 4.117 G_L1: 5.308 D_real: 0.172 D_fake: 0.068 +(epoch: 116, iters: 38360, time: 0.294, data: 0.019) G_GAN: 4.327 G_L1: 3.466 D_real: 0.405 D_fake: 0.036 +(epoch: 116, iters: 38460, time: 0.307, data: 0.019) G_GAN: 4.078 G_L1: 4.196 D_real: 0.102 D_fake: 0.066 +(epoch: 116, iters: 38560, time: 0.412, data: 0.020) G_GAN: 3.440 G_L1: 2.881 D_real: 0.189 D_fake: 0.101 +(epoch: 116, iters: 38660, time: 0.301, data: 0.017) G_GAN: 3.134 G_L1: 2.156 D_real: 0.020 D_fake: 0.109 +(epoch: 116, iters: 38760, time: 0.297, data: 0.019) G_GAN: 3.500 G_L1: 3.432 D_real: 0.045 D_fake: 0.134 +(epoch: 116, iters: 38860, time: 0.293, data: 0.020) G_GAN: 3.166 G_L1: 3.061 D_real: 0.148 D_fake: 0.202 +(epoch: 116, iters: 38960, time: 0.377, data: 0.019) G_GAN: 4.139 G_L1: 2.701 D_real: 0.130 D_fake: 0.070 +(epoch: 116, iters: 39060, time: 0.297, data: 0.017) G_GAN: 4.215 G_L1: 4.436 D_real: 0.350 D_fake: 0.049 +(epoch: 116, iters: 39160, time: 0.302, data: 0.018) G_GAN: 2.216 G_L1: 3.865 D_real: 0.057 D_fake: 0.368 +(epoch: 116, iters: 39260, time: 0.298, data: 0.020) G_GAN: 3.306 G_L1: 3.296 D_real: 0.003 D_fake: 0.115 +(epoch: 116, iters: 39360, time: 0.412, data: 0.020) G_GAN: 2.532 G_L1: 3.730 D_real: 0.111 D_fake: 0.274 +(epoch: 116, iters: 39460, time: 0.303, data: 0.019) G_GAN: 2.377 G_L1: 4.127 D_real: 0.229 D_fake: 0.217 +(epoch: 116, iters: 39560, time: 0.303, data: 0.019) G_GAN: 3.799 G_L1: 5.615 D_real: 0.306 D_fake: 0.099 +(epoch: 116, iters: 39660, time: 0.300, data: 0.021) G_GAN: 3.705 G_L1: 3.188 D_real: 0.023 D_fake: 0.096 +(epoch: 116, iters: 39760, time: 0.432, data: 0.020) G_GAN: 2.653 G_L1: 3.843 D_real: 0.138 D_fake: 0.190 +(epoch: 116, iters: 39860, time: 0.294, data: 0.019) G_GAN: 3.149 G_L1: 3.398 D_real: 0.361 D_fake: 0.189 +(epoch: 116, iters: 39960, time: 0.305, data: 0.018) G_GAN: 2.924 G_L1: 2.950 D_real: 0.186 D_fake: 0.197 +(epoch: 116, iters: 40060, time: 0.289, data: 0.020) G_GAN: 3.111 G_L1: 3.145 D_real: 0.197 D_fake: 0.210 +(epoch: 116, iters: 40160, time: 0.678, data: 0.018) G_GAN: 2.894 G_L1: 3.333 D_real: 0.005 D_fake: 0.215 +(epoch: 116, iters: 40260, time: 0.304, data: 0.019) G_GAN: 1.977 G_L1: 3.186 D_real: 0.124 D_fake: 0.394 +(epoch: 116, iters: 40360, time: 0.302, data: 0.019) G_GAN: 2.463 G_L1: 2.833 D_real: 0.480 D_fake: 0.209 +(epoch: 116, iters: 40460, time: 0.288, data: 0.020) G_GAN: 2.573 G_L1: 3.959 D_real: 0.014 D_fake: 0.267 +(epoch: 116, iters: 40560, time: 0.404, data: 0.021) G_GAN: 4.711 G_L1: 5.399 D_real: 0.116 D_fake: 0.033 +(epoch: 116, iters: 40660, time: 0.291, data: 0.019) G_GAN: 3.726 G_L1: 2.996 D_real: 0.031 D_fake: 0.095 +(epoch: 116, iters: 40760, time: 0.302, data: 0.018) G_GAN: 3.842 G_L1: 3.194 D_real: 0.047 D_fake: 0.140 +(epoch: 116, iters: 40860, time: 0.297, data: 0.019) G_GAN: 3.373 G_L1: 5.103 D_real: 0.022 D_fake: 0.167 +(epoch: 116, iters: 40960, time: 0.390, data: 0.018) G_GAN: 3.611 G_L1: 2.716 D_real: 0.144 D_fake: 0.074 +(epoch: 116, iters: 41060, time: 0.295, data: 0.020) G_GAN: 4.516 G_L1: 3.717 D_real: 0.017 D_fake: 0.091 +(epoch: 116, iters: 41160, time: 0.302, data: 0.018) G_GAN: 4.297 G_L1: 3.448 D_real: 0.131 D_fake: 0.058 +(epoch: 116, iters: 41260, time: 0.294, data: 0.019) G_GAN: 3.290 G_L1: 3.548 D_real: 0.451 D_fake: 0.151 +(epoch: 116, iters: 41360, time: 0.414, data: 0.018) G_GAN: 2.888 G_L1: 2.339 D_real: 0.317 D_fake: 0.151 +(epoch: 116, iters: 41460, time: 0.299, data: 0.020) G_GAN: 4.912 G_L1: 3.960 D_real: 0.017 D_fake: 0.542 +(epoch: 116, iters: 41560, time: 0.300, data: 0.020) G_GAN: 3.293 G_L1: 2.755 D_real: 0.228 D_fake: 0.124 +(epoch: 116, iters: 41660, time: 0.300, data: 0.019) G_GAN: 3.610 G_L1: 3.164 D_real: 0.090 D_fake: 0.063 +(epoch: 116, iters: 41760, time: 0.428, data: 0.021) G_GAN: 2.679 G_L1: 4.393 D_real: 0.020 D_fake: 0.250 +(epoch: 116, iters: 41860, time: 0.302, data: 0.021) G_GAN: 3.253 G_L1: 3.494 D_real: 0.074 D_fake: 0.107 +(epoch: 116, iters: 41960, time: 0.304, data: 0.020) G_GAN: 4.708 G_L1: 3.625 D_real: 0.006 D_fake: 0.023 +(epoch: 116, iters: 42060, time: 0.300, data: 0.020) G_GAN: 3.591 G_L1: 3.291 D_real: 0.009 D_fake: 0.087 +(epoch: 116, iters: 42160, time: 0.672, data: 0.019) G_GAN: 3.517 G_L1: 3.116 D_real: 0.238 D_fake: 0.192 +(epoch: 116, iters: 42260, time: 0.300, data: 0.018) G_GAN: 2.760 G_L1: 3.277 D_real: 0.096 D_fake: 0.162 +(epoch: 116, iters: 42360, time: 0.298, data: 0.018) G_GAN: 3.518 G_L1: 3.202 D_real: 0.095 D_fake: 0.137 +(epoch: 116, iters: 42460, time: 0.292, data: 0.020) G_GAN: 3.141 G_L1: 3.942 D_real: 0.715 D_fake: 0.177 +(epoch: 116, iters: 42560, time: 0.422, data: 0.019) G_GAN: 3.621 G_L1: 5.419 D_real: 0.022 D_fake: 0.101 +(epoch: 116, iters: 42660, time: 0.298, data: 0.019) G_GAN: 5.066 G_L1: 5.290 D_real: 0.012 D_fake: 0.019 +(epoch: 116, iters: 42760, time: 0.306, data: 0.019) G_GAN: 4.078 G_L1: 4.299 D_real: 0.078 D_fake: 0.059 +(epoch: 116, iters: 42860, time: 0.303, data: 0.018) G_GAN: 3.700 G_L1: 2.699 D_real: 0.280 D_fake: 0.105 +(epoch: 116, iters: 42960, time: 0.403, data: 0.019) G_GAN: 3.661 G_L1: 3.651 D_real: 0.467 D_fake: 0.141 +(epoch: 116, iters: 43060, time: 0.298, data: 0.018) G_GAN: 4.317 G_L1: 3.633 D_real: 0.031 D_fake: 0.043 +(epoch: 116, iters: 43160, time: 0.295, data: 0.019) G_GAN: 2.637 G_L1: 2.257 D_real: 0.168 D_fake: 0.288 +(epoch: 116, iters: 43260, time: 0.299, data: 0.019) G_GAN: 3.122 G_L1: 3.578 D_real: 0.163 D_fake: 0.216 +(epoch: 116, iters: 43360, time: 0.419, data: 0.021) G_GAN: 4.021 G_L1: 3.548 D_real: 0.001 D_fake: 0.051 +(epoch: 116, iters: 43460, time: 0.295, data: 0.019) G_GAN: 4.277 G_L1: 3.871 D_real: 0.016 D_fake: 0.070 +(epoch: 116, iters: 43560, time: 0.300, data: 0.020) G_GAN: 3.740 G_L1: 4.285 D_real: 0.027 D_fake: 0.222 +(epoch: 116, iters: 43660, time: 0.292, data: 0.020) G_GAN: 3.306 G_L1: 2.668 D_real: 0.257 D_fake: 0.332 +(epoch: 116, iters: 43760, time: 0.367, data: 0.016) G_GAN: 2.820 G_L1: 3.681 D_real: 0.197 D_fake: 0.161 +(epoch: 116, iters: 43860, time: 0.298, data: 0.016) G_GAN: 5.029 G_L1: 3.716 D_real: 0.149 D_fake: 0.035 +(epoch: 116, iters: 43960, time: 0.256, data: 0.018) G_GAN: 4.348 G_L1: 3.558 D_real: 0.117 D_fake: 0.045 +(epoch: 116, iters: 44060, time: 0.304, data: 0.014) G_GAN: 2.434 G_L1: 3.471 D_real: 0.014 D_fake: 0.337 +(epoch: 116, iters: 44160, time: 0.586, data: 0.019) G_GAN: 2.910 G_L1: 2.980 D_real: 0.215 D_fake: 0.126 +(epoch: 116, iters: 44260, time: 0.284, data: 0.018) G_GAN: 2.310 G_L1: 5.964 D_real: 0.003 D_fake: 0.408 +(epoch: 116, iters: 44360, time: 0.280, data: 0.018) G_GAN: 3.123 G_L1: 5.911 D_real: 0.219 D_fake: 0.750 +(epoch: 116, iters: 44460, time: 0.283, data: 0.017) G_GAN: 2.607 G_L1: 1.740 D_real: 1.066 D_fake: 0.172 +(epoch: 116, iters: 44560, time: 0.395, data: 0.016) G_GAN: 3.227 G_L1: 3.220 D_real: 0.616 D_fake: 0.184 +(epoch: 116, iters: 44660, time: 0.294, data: 0.018) G_GAN: 4.100 G_L1: 5.166 D_real: 0.414 D_fake: 0.053 +(epoch: 116, iters: 44760, time: 0.295, data: 0.018) G_GAN: 3.227 G_L1: 3.178 D_real: 0.082 D_fake: 0.306 +(epoch: 116, iters: 44860, time: 0.288, data: 0.018) G_GAN: 4.753 G_L1: 4.480 D_real: 0.010 D_fake: 0.031 +(epoch: 116, iters: 44960, time: 0.411, data: 0.016) G_GAN: 3.082 G_L1: 2.766 D_real: 0.549 D_fake: 0.196 +(epoch: 116, iters: 45060, time: 0.291, data: 0.021) G_GAN: 2.950 G_L1: 3.308 D_real: 0.324 D_fake: 0.172 +(epoch: 116, iters: 45160, time: 0.284, data: 0.016) G_GAN: 3.598 G_L1: 3.313 D_real: 0.086 D_fake: 0.067 +(epoch: 116, iters: 45260, time: 0.270, data: 0.020) G_GAN: 3.769 G_L1: 3.724 D_real: 0.080 D_fake: 0.082 +(epoch: 116, iters: 45360, time: 0.406, data: 0.016) G_GAN: 3.830 G_L1: 4.315 D_real: 0.003 D_fake: 0.066 +(epoch: 116, iters: 45460, time: 0.302, data: 0.017) G_GAN: 3.397 G_L1: 3.244 D_real: 0.265 D_fake: 0.115 +(epoch: 116, iters: 45560, time: 0.292, data: 0.020) G_GAN: 2.339 G_L1: 2.961 D_real: 0.276 D_fake: 0.285 +(epoch: 116, iters: 45660, time: 0.284, data: 0.019) G_GAN: 3.276 G_L1: 3.476 D_real: 0.017 D_fake: 0.138 +(epoch: 116, iters: 45760, time: 0.402, data: 0.017) G_GAN: 3.860 G_L1: 4.479 D_real: 0.098 D_fake: 0.115 +(epoch: 116, iters: 45860, time: 0.292, data: 0.018) G_GAN: 3.879 G_L1: 3.570 D_real: 0.002 D_fake: 0.237 +(epoch: 116, iters: 45960, time: 0.290, data: 0.018) G_GAN: 3.435 G_L1: 3.620 D_real: 0.630 D_fake: 0.082 +(epoch: 116, iters: 46060, time: 0.284, data: 0.017) G_GAN: 3.405 G_L1: 2.524 D_real: 0.184 D_fake: 0.258 +(epoch: 116, iters: 46160, time: 0.620, data: 0.018) G_GAN: 4.066 G_L1: 3.668 D_real: 0.056 D_fake: 0.092 +(epoch: 116, iters: 46260, time: 0.296, data: 0.017) G_GAN: 2.943 G_L1: 3.025 D_real: 0.016 D_fake: 0.180 +(epoch: 116, iters: 46360, time: 0.301, data: 0.018) G_GAN: 3.871 G_L1: 4.313 D_real: 0.095 D_fake: 0.105 +(epoch: 116, iters: 46460, time: 0.277, data: 0.021) G_GAN: 4.393 G_L1: 2.948 D_real: 0.352 D_fake: 0.041 +(epoch: 116, iters: 46560, time: 0.404, data: 0.018) G_GAN: 2.830 G_L1: 7.719 D_real: 0.052 D_fake: 0.324 +(epoch: 116, iters: 46660, time: 0.294, data: 0.019) G_GAN: 4.082 G_L1: 3.388 D_real: 0.591 D_fake: 0.084 +(epoch: 116, iters: 46760, time: 0.296, data: 0.018) G_GAN: 4.027 G_L1: 4.738 D_real: 0.036 D_fake: 0.249 +(epoch: 116, iters: 46860, time: 0.282, data: 0.020) G_GAN: 4.328 G_L1: 3.616 D_real: 0.087 D_fake: 0.051 +(epoch: 116, iters: 46960, time: 0.391, data: 0.018) G_GAN: 3.299 G_L1: 4.445 D_real: 0.078 D_fake: 0.187 +(epoch: 116, iters: 47060, time: 0.297, data: 0.017) G_GAN: 3.379 G_L1: 4.634 D_real: 0.636 D_fake: 0.257 +(epoch: 116, iters: 47160, time: 0.293, data: 0.019) G_GAN: 4.471 G_L1: 3.648 D_real: 0.041 D_fake: 0.051 +(epoch: 116, iters: 47260, time: 0.267, data: 0.018) G_GAN: 3.978 G_L1: 3.244 D_real: 0.006 D_fake: 0.111 +(epoch: 116, iters: 47360, time: 0.406, data: 0.018) G_GAN: 3.208 G_L1: 3.782 D_real: 0.181 D_fake: 0.142 +(epoch: 116, iters: 47460, time: 0.300, data: 0.018) G_GAN: 2.617 G_L1: 6.114 D_real: 0.292 D_fake: 0.202 +(epoch: 116, iters: 47560, time: 0.299, data: 0.020) G_GAN: 4.162 G_L1: 2.387 D_real: 0.031 D_fake: 0.079 +(epoch: 116, iters: 47660, time: 0.292, data: 0.019) G_GAN: 3.122 G_L1: 2.945 D_real: 0.292 D_fake: 0.105 +(epoch: 116, iters: 47760, time: 0.416, data: 0.019) G_GAN: 3.620 G_L1: 3.737 D_real: 0.148 D_fake: 0.072 +(epoch: 116, iters: 47860, time: 0.275, data: 0.018) G_GAN: 2.526 G_L1: 3.112 D_real: 0.260 D_fake: 0.215 +(epoch: 116, iters: 47960, time: 0.302, data: 0.018) G_GAN: 4.105 G_L1: 3.178 D_real: 0.015 D_fake: 0.048 +(epoch: 116, iters: 48060, time: 0.302, data: 0.020) G_GAN: 3.847 G_L1: 3.679 D_real: 0.208 D_fake: 0.105 +(epoch: 116, iters: 48160, time: 0.636, data: 0.020) G_GAN: 3.399 G_L1: 3.545 D_real: 0.362 D_fake: 0.117 +(epoch: 116, iters: 48260, time: 0.305, data: 0.019) G_GAN: 3.596 G_L1: 5.186 D_real: 0.255 D_fake: 0.092 +(epoch: 116, iters: 48360, time: 0.296, data: 0.020) G_GAN: 3.669 G_L1: 4.071 D_real: 0.037 D_fake: 0.102 +(epoch: 116, iters: 48460, time: 0.293, data: 0.020) G_GAN: 3.189 G_L1: 3.013 D_real: 0.045 D_fake: 0.104 +(epoch: 116, iters: 48560, time: 0.414, data: 0.019) G_GAN: 6.736 G_L1: 1.915 D_real: 0.061 D_fake: 0.058 +(epoch: 116, iters: 48660, time: 0.297, data: 0.019) G_GAN: 3.476 G_L1: 4.690 D_real: 0.107 D_fake: 0.285 +(epoch: 116, iters: 48760, time: 0.299, data: 0.019) G_GAN: 3.336 G_L1: 3.334 D_real: 0.168 D_fake: 0.122 +(epoch: 116, iters: 48860, time: 0.292, data: 0.019) G_GAN: 4.149 G_L1: 3.344 D_real: 0.058 D_fake: 0.040 +(epoch: 116, iters: 48960, time: 0.414, data: 0.018) G_GAN: 4.444 G_L1: 2.883 D_real: 0.159 D_fake: 0.040 +(epoch: 116, iters: 49060, time: 0.297, data: 0.018) G_GAN: 3.696 G_L1: 3.740 D_real: 0.261 D_fake: 0.097 +(epoch: 116, iters: 49160, time: 0.291, data: 0.019) G_GAN: 3.882 G_L1: 3.484 D_real: 0.703 D_fake: 0.234 +(epoch: 116, iters: 49260, time: 0.304, data: 0.020) G_GAN: 3.128 G_L1: 3.482 D_real: 0.055 D_fake: 0.186 +(epoch: 116, iters: 49360, time: 0.403, data: 0.019) G_GAN: 3.399 G_L1: 4.051 D_real: 0.050 D_fake: 0.397 +(epoch: 116, iters: 49460, time: 0.305, data: 0.019) G_GAN: 3.922 G_L1: 3.567 D_real: 0.021 D_fake: 0.058 +(epoch: 116, iters: 49560, time: 0.300, data: 0.021) G_GAN: 3.412 G_L1: 3.496 D_real: 0.074 D_fake: 0.115 +(epoch: 116, iters: 49660, time: 0.306, data: 0.020) G_GAN: 3.131 G_L1: 3.606 D_real: 0.040 D_fake: 0.242 +(epoch: 116, iters: 49760, time: 0.421, data: 0.022) G_GAN: 3.542 G_L1: 5.383 D_real: 0.153 D_fake: 0.264 +(epoch: 116, iters: 49860, time: 0.304, data: 0.020) G_GAN: 3.055 G_L1: 3.361 D_real: 0.452 D_fake: 0.137 +(epoch: 116, iters: 49960, time: 0.295, data: 0.019) G_GAN: 2.826 G_L1: 3.519 D_real: 0.106 D_fake: 0.228 +(epoch: 116, iters: 50060, time: 0.298, data: 0.021) G_GAN: 3.244 G_L1: 3.517 D_real: 0.058 D_fake: 0.172 +(epoch: 116, iters: 50160, time: 0.658, data: 0.025) G_GAN: 3.646 G_L1: 6.367 D_real: 0.022 D_fake: 0.211 +(epoch: 116, iters: 50260, time: 0.302, data: 0.020) G_GAN: 2.620 G_L1: 3.178 D_real: 0.513 D_fake: 0.219 +(epoch: 116, iters: 50360, time: 0.295, data: 0.020) G_GAN: 3.480 G_L1: 3.085 D_real: 0.253 D_fake: 0.085 +(epoch: 116, iters: 50460, time: 0.303, data: 0.019) G_GAN: 3.923 G_L1: 4.446 D_real: 0.069 D_fake: 0.125 +(epoch: 116, iters: 50560, time: 0.412, data: 0.022) G_GAN: 2.741 G_L1: 3.316 D_real: 0.254 D_fake: 0.147 +(epoch: 116, iters: 50660, time: 0.302, data: 0.017) G_GAN: 2.930 G_L1: 3.886 D_real: 0.466 D_fake: 0.353 +(epoch: 116, iters: 50760, time: 0.288, data: 0.021) G_GAN: 2.977 G_L1: 3.241 D_real: 0.547 D_fake: 0.132 +(epoch: 116, iters: 50860, time: 0.295, data: 0.019) G_GAN: 3.712 G_L1: 3.556 D_real: 0.001 D_fake: 0.106 +(epoch: 116, iters: 50960, time: 0.415, data: 0.020) G_GAN: 4.107 G_L1: 3.613 D_real: 0.209 D_fake: 0.062 +(epoch: 116, iters: 51060, time: 0.297, data: 0.019) G_GAN: 3.301 G_L1: 2.923 D_real: 0.018 D_fake: 0.143 +(epoch: 116, iters: 51160, time: 0.298, data: 0.019) G_GAN: 4.429 G_L1: 4.239 D_real: 0.058 D_fake: 0.036 +(epoch: 116, iters: 51260, time: 0.295, data: 0.020) G_GAN: 3.855 G_L1: 3.946 D_real: 0.020 D_fake: 0.058 +(epoch: 116, iters: 51360, time: 0.417, data: 0.019) G_GAN: 3.254 G_L1: 3.262 D_real: 0.572 D_fake: 0.131 +(epoch: 116, iters: 51460, time: 0.303, data: 0.019) G_GAN: 3.225 G_L1: 2.992 D_real: 0.147 D_fake: 0.120 +(epoch: 116, iters: 51560, time: 0.283, data: 0.019) G_GAN: 3.676 G_L1: 4.505 D_real: 0.235 D_fake: 0.175 +(epoch: 116, iters: 51660, time: 0.300, data: 0.017) G_GAN: 5.281 G_L1: 3.683 D_real: 0.279 D_fake: 0.016 +(epoch: 116, iters: 51760, time: 0.387, data: 0.019) G_GAN: 2.828 G_L1: 3.220 D_real: 0.184 D_fake: 0.143 +(epoch: 116, iters: 51860, time: 0.303, data: 0.021) G_GAN: 3.993 G_L1: 4.360 D_real: 0.254 D_fake: 0.120 +(epoch: 116, iters: 51960, time: 0.302, data: 0.019) G_GAN: 3.038 G_L1: 4.274 D_real: 0.068 D_fake: 0.161 +(epoch: 116, iters: 52060, time: 0.305, data: 0.019) G_GAN: 3.464 G_L1: 3.990 D_real: 0.364 D_fake: 0.097 +(epoch: 116, iters: 52160, time: 0.663, data: 0.020) G_GAN: 4.344 G_L1: 4.314 D_real: 0.018 D_fake: 0.033 +(epoch: 116, iters: 52260, time: 0.297, data: 0.018) G_GAN: 6.641 G_L1: 4.643 D_real: 0.097 D_fake: 0.005 +(epoch: 116, iters: 52360, time: 0.303, data: 0.019) G_GAN: 4.533 G_L1: 4.358 D_real: 0.028 D_fake: 0.128 +(epoch: 116, iters: 52460, time: 0.290, data: 0.019) G_GAN: 4.340 G_L1: 5.175 D_real: 0.135 D_fake: 0.108 +(epoch: 116, iters: 52560, time: 0.408, data: 0.020) G_GAN: 2.835 G_L1: 3.394 D_real: 0.172 D_fake: 0.249 +(epoch: 116, iters: 52660, time: 0.298, data: 0.019) G_GAN: 3.198 G_L1: 3.190 D_real: 0.283 D_fake: 0.153 +(epoch: 116, iters: 52760, time: 0.295, data: 0.021) G_GAN: 3.659 G_L1: 4.086 D_real: 0.039 D_fake: 0.086 +(epoch: 116, iters: 52860, time: 0.303, data: 0.020) G_GAN: 2.961 G_L1: 4.439 D_real: 0.027 D_fake: 0.170 +(epoch: 116, iters: 52960, time: 0.412, data: 0.018) G_GAN: 4.200 G_L1: 3.621 D_real: 0.199 D_fake: 0.036 +(epoch: 116, iters: 53060, time: 0.306, data: 0.019) G_GAN: 3.961 G_L1: 3.470 D_real: 0.354 D_fake: 0.058 +(epoch: 116, iters: 53160, time: 0.303, data: 0.019) G_GAN: 3.515 G_L1: 4.003 D_real: 0.142 D_fake: 0.110 +(epoch: 116, iters: 53260, time: 0.295, data: 0.018) G_GAN: 3.741 G_L1: 6.212 D_real: 0.026 D_fake: 0.076 +(epoch: 116, iters: 53360, time: 0.407, data: 0.018) G_GAN: 2.701 G_L1: 3.541 D_real: 0.338 D_fake: 0.364 +(epoch: 116, iters: 53460, time: 0.277, data: 0.018) G_GAN: 2.917 G_L1: 4.424 D_real: 0.018 D_fake: 0.197 +(epoch: 116, iters: 53560, time: 0.288, data: 0.015) G_GAN: 3.806 G_L1: 4.201 D_real: 0.002 D_fake: 0.202 +(epoch: 116, iters: 53660, time: 0.297, data: 0.018) G_GAN: 3.227 G_L1: 5.611 D_real: 0.128 D_fake: 0.306 +(epoch: 116, iters: 53760, time: 0.374, data: 0.018) G_GAN: 3.069 G_L1: 4.021 D_real: 0.239 D_fake: 0.180 +(epoch: 116, iters: 53860, time: 0.280, data: 0.018) G_GAN: 2.874 G_L1: 3.732 D_real: 0.101 D_fake: 0.165 +(epoch: 116, iters: 53960, time: 0.280, data: 0.018) G_GAN: 3.229 G_L1: 4.336 D_real: 0.042 D_fake: 0.142 +(epoch: 116, iters: 54060, time: 0.293, data: 0.017) G_GAN: 3.057 G_L1: 3.720 D_real: 0.145 D_fake: 0.126 +(epoch: 116, iters: 54160, time: 0.652, data: 0.019) G_GAN: 3.093 G_L1: 4.762 D_real: 0.157 D_fake: 0.508 +(epoch: 116, iters: 54260, time: 0.290, data: 0.016) G_GAN: 3.416 G_L1: 4.814 D_real: 0.147 D_fake: 0.151 +(epoch: 116, iters: 54360, time: 0.285, data: 0.018) G_GAN: 2.966 G_L1: 4.157 D_real: 0.299 D_fake: 0.140 +(epoch: 116, iters: 54460, time: 0.295, data: 0.016) G_GAN: 4.735 G_L1: 4.647 D_real: 0.007 D_fake: 0.086 +(epoch: 116, iters: 54560, time: 0.406, data: 0.019) G_GAN: 3.472 G_L1: 4.051 D_real: 0.031 D_fake: 0.148 +(epoch: 116, iters: 54660, time: 0.292, data: 0.019) G_GAN: 3.688 G_L1: 4.125 D_real: 0.340 D_fake: 0.062 +(epoch: 116, iters: 54760, time: 0.284, data: 0.017) G_GAN: 5.051 G_L1: 7.550 D_real: 0.049 D_fake: 0.026 +(epoch: 116, iters: 54860, time: 0.288, data: 0.018) G_GAN: 3.992 G_L1: 3.131 D_real: 0.247 D_fake: 0.073 +(epoch: 116, iters: 54960, time: 0.400, data: 0.018) G_GAN: 3.129 G_L1: 3.452 D_real: 0.362 D_fake: 0.159 +(epoch: 116, iters: 55060, time: 0.285, data: 0.017) G_GAN: 3.060 G_L1: 3.842 D_real: 0.039 D_fake: 0.150 +(epoch: 116, iters: 55160, time: 0.276, data: 0.018) G_GAN: 4.472 G_L1: 5.125 D_real: 0.039 D_fake: 0.038 +(epoch: 116, iters: 55260, time: 0.286, data: 0.015) G_GAN: 4.393 G_L1: 4.328 D_real: 0.210 D_fake: 0.038 +(epoch: 116, iters: 55360, time: 0.401, data: 0.017) G_GAN: 3.783 G_L1: 2.639 D_real: 0.144 D_fake: 0.127 +(epoch: 116, iters: 55460, time: 0.281, data: 0.019) G_GAN: 3.025 G_L1: 2.584 D_real: 0.112 D_fake: 0.109 +(epoch: 116, iters: 55560, time: 0.294, data: 0.017) G_GAN: 3.510 G_L1: 4.637 D_real: 0.241 D_fake: 0.141 +(epoch: 116, iters: 55660, time: 0.277, data: 0.017) G_GAN: 4.521 G_L1: 3.562 D_real: 0.034 D_fake: 0.059 +(epoch: 116, iters: 55760, time: 0.396, data: 0.018) G_GAN: 4.684 G_L1: 6.358 D_real: 0.214 D_fake: 0.254 +(epoch: 116, iters: 55860, time: 0.286, data: 0.018) G_GAN: 2.245 G_L1: 4.108 D_real: 0.348 D_fake: 0.376 +(epoch: 116, iters: 55960, time: 0.279, data: 0.017) G_GAN: 2.652 G_L1: 3.367 D_real: 0.265 D_fake: 0.196 +(epoch: 116, iters: 56060, time: 0.289, data: 0.017) G_GAN: 4.685 G_L1: 5.279 D_real: 0.364 D_fake: 0.102 +(epoch: 116, iters: 56160, time: 0.653, data: 0.017) G_GAN: 2.736 G_L1: 3.608 D_real: 0.016 D_fake: 0.160 +(epoch: 116, iters: 56260, time: 0.273, data: 0.017) G_GAN: 2.965 G_L1: 4.060 D_real: 0.063 D_fake: 0.175 +(epoch: 116, iters: 56360, time: 0.276, data: 0.018) G_GAN: 4.026 G_L1: 3.742 D_real: 0.087 D_fake: 0.069 +(epoch: 116, iters: 56460, time: 0.286, data: 0.016) G_GAN: 3.176 G_L1: 3.536 D_real: 0.097 D_fake: 0.142 +(epoch: 116, iters: 56560, time: 0.422, data: 0.019) G_GAN: 2.573 G_L1: 3.187 D_real: 0.230 D_fake: 0.370 +(epoch: 116, iters: 56660, time: 0.281, data: 0.020) G_GAN: 2.814 G_L1: 4.009 D_real: 0.047 D_fake: 0.223 +(epoch: 116, iters: 56760, time: 0.281, data: 0.018) G_GAN: 3.149 G_L1: 3.208 D_real: 0.324 D_fake: 0.279 +(epoch: 116, iters: 56860, time: 0.297, data: 0.017) G_GAN: 3.875 G_L1: 3.244 D_real: 0.206 D_fake: 0.097 +(epoch: 116, iters: 56960, time: 0.406, data: 0.019) G_GAN: 3.382 G_L1: 2.383 D_real: 0.200 D_fake: 0.182 +(epoch: 116, iters: 57060, time: 0.283, data: 0.019) G_GAN: 3.367 G_L1: 4.391 D_real: 0.136 D_fake: 0.109 +(epoch: 116, iters: 57160, time: 0.297, data: 0.018) G_GAN: 2.811 G_L1: 2.199 D_real: 0.381 D_fake: 0.166 +(epoch: 116, iters: 57260, time: 0.296, data: 0.018) G_GAN: 3.631 G_L1: 2.805 D_real: 0.346 D_fake: 0.115 +(epoch: 116, iters: 57360, time: 0.405, data: 0.018) G_GAN: 3.608 G_L1: 6.678 D_real: 0.256 D_fake: 0.089 +(epoch: 116, iters: 57460, time: 0.266, data: 0.018) G_GAN: 3.386 G_L1: 4.036 D_real: 0.003 D_fake: 0.115 +(epoch: 116, iters: 57560, time: 0.294, data: 0.017) G_GAN: 3.201 G_L1: 3.465 D_real: 0.526 D_fake: 0.111 +(epoch: 116, iters: 57660, time: 0.294, data: 0.017) G_GAN: 3.144 G_L1: 2.606 D_real: 0.429 D_fake: 0.143 +(epoch: 116, iters: 57760, time: 0.412, data: 0.019) G_GAN: 4.015 G_L1: 3.372 D_real: 0.044 D_fake: 0.055 +(epoch: 116, iters: 57860, time: 0.286, data: 0.019) G_GAN: 4.037 G_L1: 3.187 D_real: 0.009 D_fake: 0.333 +(epoch: 116, iters: 57960, time: 0.295, data: 0.017) G_GAN: 3.415 G_L1: 3.813 D_real: 0.328 D_fake: 0.128 +(epoch: 116, iters: 58060, time: 0.295, data: 0.019) G_GAN: 5.014 G_L1: 6.666 D_real: 0.000 D_fake: 0.050 +(epoch: 116, iters: 58160, time: 0.654, data: 0.020) G_GAN: 2.812 G_L1: 2.945 D_real: 0.215 D_fake: 0.412 +(epoch: 116, iters: 58260, time: 0.285, data: 0.018) G_GAN: 3.549 G_L1: 2.843 D_real: 0.337 D_fake: 0.069 +(epoch: 116, iters: 58360, time: 0.279, data: 0.017) G_GAN: 2.337 G_L1: 4.499 D_real: 0.312 D_fake: 0.196 +(epoch: 116, iters: 58460, time: 0.294, data: 0.016) G_GAN: 4.181 G_L1: 3.994 D_real: 0.036 D_fake: 0.111 +(epoch: 116, iters: 58560, time: 0.389, data: 0.018) G_GAN: 2.438 G_L1: 4.359 D_real: 0.072 D_fake: 0.301 +(epoch: 116, iters: 58660, time: 0.303, data: 0.017) G_GAN: 4.535 G_L1: 3.244 D_real: 0.166 D_fake: 0.034 +(epoch: 116, iters: 58760, time: 0.300, data: 0.019) G_GAN: 2.932 G_L1: 4.948 D_real: 0.111 D_fake: 0.147 +(epoch: 116, iters: 58860, time: 0.293, data: 0.020) G_GAN: 3.149 G_L1: 3.193 D_real: 0.055 D_fake: 0.297 +(epoch: 116, iters: 58960, time: 0.414, data: 0.018) G_GAN: 2.703 G_L1: 3.349 D_real: 0.308 D_fake: 0.213 +(epoch: 116, iters: 59060, time: 0.286, data: 0.019) G_GAN: 4.168 G_L1: 3.744 D_real: 0.006 D_fake: 0.086 +(epoch: 116, iters: 59160, time: 0.290, data: 0.017) G_GAN: 3.960 G_L1: 2.358 D_real: 0.232 D_fake: 0.045 +(epoch: 116, iters: 59260, time: 0.302, data: 0.019) G_GAN: 3.859 G_L1: 2.613 D_real: 0.388 D_fake: 0.095 +(epoch: 116, iters: 59360, time: 0.419, data: 0.018) G_GAN: 2.749 G_L1: 3.284 D_real: 0.247 D_fake: 0.167 +(epoch: 116, iters: 59460, time: 0.300, data: 0.019) G_GAN: 3.832 G_L1: 5.233 D_real: 0.142 D_fake: 0.200 +(epoch: 116, iters: 59560, time: 0.290, data: 0.020) G_GAN: 3.732 G_L1: 3.845 D_real: 0.002 D_fake: 0.084 +(epoch: 116, iters: 59660, time: 0.298, data: 0.019) G_GAN: 3.458 G_L1: 4.284 D_real: 0.166 D_fake: 0.094 +(epoch: 116, iters: 59760, time: 0.390, data: 0.019) G_GAN: 3.906 G_L1: 3.723 D_real: 0.162 D_fake: 0.050 +(epoch: 116, iters: 59860, time: 0.293, data: 0.017) G_GAN: 3.009 G_L1: 4.416 D_real: 0.254 D_fake: 0.300 +(epoch: 116, iters: 59960, time: 0.278, data: 0.018) G_GAN: 2.911 G_L1: 4.273 D_real: 0.127 D_fake: 0.223 +(epoch: 117, iters: 44, time: 0.296, data: 0.017) G_GAN: 3.360 G_L1: 3.250 D_real: 0.024 D_fake: 0.138 +(epoch: 117, iters: 144, time: 0.591, data: 0.017) G_GAN: 2.724 G_L1: 3.358 D_real: 0.087 D_fake: 0.154 +(epoch: 117, iters: 244, time: 0.290, data: 0.018) G_GAN: 2.414 G_L1: 2.061 D_real: 0.091 D_fake: 0.260 +(epoch: 117, iters: 344, time: 0.291, data: 0.017) G_GAN: 4.266 G_L1: 3.663 D_real: 0.146 D_fake: 0.042 +(epoch: 117, iters: 444, time: 0.299, data: 0.018) G_GAN: 1.982 G_L1: 3.439 D_real: 0.144 D_fake: 0.396 +(epoch: 117, iters: 544, time: 0.407, data: 0.019) G_GAN: 2.368 G_L1: 3.965 D_real: 0.129 D_fake: 0.415 +(epoch: 117, iters: 644, time: 0.298, data: 0.021) G_GAN: 3.116 G_L1: 4.217 D_real: 0.011 D_fake: 0.146 +(epoch: 117, iters: 744, time: 0.305, data: 0.020) G_GAN: 3.825 G_L1: 3.008 D_real: 0.090 D_fake: 0.242 +(epoch: 117, iters: 844, time: 0.294, data: 0.019) G_GAN: 4.014 G_L1: 2.180 D_real: 0.588 D_fake: 0.056 +(epoch: 117, iters: 944, time: 0.431, data: 0.021) G_GAN: 3.190 G_L1: 4.491 D_real: 0.106 D_fake: 0.143 +(epoch: 117, iters: 1044, time: 0.301, data: 0.020) G_GAN: 4.451 G_L1: 2.935 D_real: 0.189 D_fake: 0.165 +(epoch: 117, iters: 1144, time: 0.292, data: 0.022) G_GAN: 3.662 G_L1: 4.254 D_real: 0.111 D_fake: 0.093 +(epoch: 117, iters: 1244, time: 0.293, data: 0.019) G_GAN: 3.236 G_L1: 2.206 D_real: 0.309 D_fake: 0.157 +(epoch: 117, iters: 1344, time: 0.399, data: 0.019) G_GAN: 3.320 G_L1: 3.134 D_real: 0.133 D_fake: 0.135 +(epoch: 117, iters: 1444, time: 0.298, data: 0.019) G_GAN: 3.348 G_L1: 3.096 D_real: 0.077 D_fake: 0.140 +(epoch: 117, iters: 1544, time: 0.289, data: 0.018) G_GAN: 3.397 G_L1: 2.512 D_real: 0.063 D_fake: 0.075 +(epoch: 117, iters: 1644, time: 0.285, data: 0.019) G_GAN: 4.360 G_L1: 3.820 D_real: 0.083 D_fake: 0.050 +(epoch: 117, iters: 1744, time: 0.403, data: 0.019) G_GAN: 2.783 G_L1: 3.306 D_real: 0.426 D_fake: 0.218 +(epoch: 117, iters: 1844, time: 0.292, data: 0.019) G_GAN: 4.221 G_L1: 2.293 D_real: 0.285 D_fake: 0.056 +(epoch: 117, iters: 1944, time: 0.282, data: 0.021) G_GAN: 3.778 G_L1: 4.494 D_real: 0.135 D_fake: 0.130 +(epoch: 117, iters: 2044, time: 0.296, data: 0.018) G_GAN: 3.911 G_L1: 4.344 D_real: 0.009 D_fake: 0.070 +(epoch: 117, iters: 2144, time: 0.667, data: 0.019) G_GAN: 4.426 G_L1: 6.780 D_real: 0.063 D_fake: 0.081 +(epoch: 117, iters: 2244, time: 0.284, data: 0.019) G_GAN: 4.601 G_L1: 4.209 D_real: 0.113 D_fake: 0.057 +(epoch: 117, iters: 2344, time: 0.298, data: 0.019) G_GAN: 4.091 G_L1: 3.777 D_real: 0.136 D_fake: 0.079 +(epoch: 117, iters: 2444, time: 0.289, data: 0.018) G_GAN: 2.418 G_L1: 2.874 D_real: 0.315 D_fake: 0.252 +(epoch: 117, iters: 2544, time: 0.413, data: 0.018) G_GAN: 3.552 G_L1: 3.307 D_real: 0.074 D_fake: 0.080 +(epoch: 117, iters: 2644, time: 0.289, data: 0.019) G_GAN: 4.155 G_L1: 5.364 D_real: 0.277 D_fake: 0.048 +(epoch: 117, iters: 2744, time: 0.296, data: 0.019) G_GAN: 3.673 G_L1: 4.114 D_real: 0.216 D_fake: 0.147 +(epoch: 117, iters: 2844, time: 0.295, data: 0.020) G_GAN: 3.681 G_L1: 4.096 D_real: 0.003 D_fake: 0.086 +(epoch: 117, iters: 2944, time: 0.397, data: 0.019) G_GAN: 4.526 G_L1: 3.717 D_real: 0.026 D_fake: 0.069 +(epoch: 117, iters: 3044, time: 0.291, data: 0.018) G_GAN: 3.051 G_L1: 3.670 D_real: 0.012 D_fake: 0.231 +(epoch: 117, iters: 3144, time: 0.297, data: 0.020) G_GAN: 3.071 G_L1: 3.842 D_real: 0.079 D_fake: 0.169 +(epoch: 117, iters: 3244, time: 0.288, data: 0.019) G_GAN: 4.468 G_L1: 3.955 D_real: 0.076 D_fake: 0.086 +(epoch: 117, iters: 3344, time: 0.421, data: 0.017) G_GAN: 3.991 G_L1: 3.040 D_real: 0.092 D_fake: 0.058 +(epoch: 117, iters: 3444, time: 0.301, data: 0.019) G_GAN: 4.921 G_L1: 3.333 D_real: 0.561 D_fake: 0.030 +(epoch: 117, iters: 3544, time: 0.301, data: 0.020) G_GAN: 3.513 G_L1: 3.875 D_real: 0.139 D_fake: 0.138 +(epoch: 117, iters: 3644, time: 0.300, data: 0.021) G_GAN: 3.522 G_L1: 2.910 D_real: 0.066 D_fake: 0.079 +(epoch: 117, iters: 3744, time: 0.409, data: 0.020) G_GAN: 3.084 G_L1: 3.016 D_real: 0.196 D_fake: 0.107 +(epoch: 117, iters: 3844, time: 0.294, data: 0.019) G_GAN: 3.752 G_L1: 2.869 D_real: 0.069 D_fake: 0.256 +(epoch: 117, iters: 3944, time: 0.296, data: 0.019) G_GAN: 5.104 G_L1: 8.201 D_real: 0.012 D_fake: 0.031 +(epoch: 117, iters: 4044, time: 0.298, data: 0.019) G_GAN: 2.726 G_L1: 3.709 D_real: 0.134 D_fake: 0.211 +(epoch: 117, iters: 4144, time: 0.637, data: 0.017) G_GAN: 2.223 G_L1: 2.197 D_real: 0.254 D_fake: 0.641 +(epoch: 117, iters: 4244, time: 0.306, data: 0.018) G_GAN: 3.078 G_L1: 3.498 D_real: 0.218 D_fake: 0.162 +(epoch: 117, iters: 4344, time: 0.298, data: 0.024) G_GAN: 3.469 G_L1: 5.009 D_real: 0.109 D_fake: 0.082 +(epoch: 117, iters: 4444, time: 0.288, data: 0.019) G_GAN: 3.561 G_L1: 4.579 D_real: 0.076 D_fake: 0.138 +(epoch: 117, iters: 4544, time: 0.353, data: 0.020) G_GAN: 3.500 G_L1: 2.935 D_real: 0.005 D_fake: 0.088 +(epoch: 117, iters: 4644, time: 0.285, data: 0.017) G_GAN: 3.590 G_L1: 2.268 D_real: 0.151 D_fake: 0.098 +(epoch: 117, iters: 4744, time: 0.298, data: 0.017) G_GAN: 2.307 G_L1: 2.669 D_real: 0.362 D_fake: 0.235 +(epoch: 117, iters: 4844, time: 0.299, data: 0.019) G_GAN: 3.239 G_L1: 3.433 D_real: 0.094 D_fake: 0.133 +(epoch: 117, iters: 4944, time: 0.400, data: 0.019) G_GAN: 4.124 G_L1: 3.200 D_real: 0.036 D_fake: 0.054 +(epoch: 117, iters: 5044, time: 0.298, data: 0.018) G_GAN: 3.915 G_L1: 5.004 D_real: 0.235 D_fake: 0.222 +(epoch: 117, iters: 5144, time: 0.287, data: 0.026) G_GAN: 2.775 G_L1: 3.799 D_real: 0.144 D_fake: 0.297 +(epoch: 117, iters: 5244, time: 0.301, data: 0.028) G_GAN: 4.078 G_L1: 2.977 D_real: 0.936 D_fake: 0.059 +(epoch: 117, iters: 5344, time: 0.394, data: 0.023) G_GAN: 3.107 G_L1: 3.518 D_real: 0.007 D_fake: 0.262 +(epoch: 117, iters: 5444, time: 0.293, data: 0.019) G_GAN: 4.205 G_L1: 3.613 D_real: 0.009 D_fake: 0.095 +(epoch: 117, iters: 5544, time: 0.303, data: 0.020) G_GAN: 3.124 G_L1: 3.668 D_real: 0.489 D_fake: 0.175 +(epoch: 117, iters: 5644, time: 0.300, data: 0.019) G_GAN: 2.740 G_L1: 2.338 D_real: 0.092 D_fake: 0.198 +(epoch: 117, iters: 5744, time: 0.408, data: 0.018) G_GAN: 5.125 G_L1: 3.685 D_real: 0.005 D_fake: 0.066 +(epoch: 117, iters: 5844, time: 0.286, data: 0.017) G_GAN: 3.828 G_L1: 3.925 D_real: 0.064 D_fake: 0.058 +(epoch: 117, iters: 5944, time: 0.295, data: 0.018) G_GAN: 2.521 G_L1: 3.967 D_real: 0.046 D_fake: 0.243 +(epoch: 117, iters: 6044, time: 0.294, data: 0.017) G_GAN: 3.954 G_L1: 4.435 D_real: 0.547 D_fake: 0.056 +(epoch: 117, iters: 6144, time: 0.599, data: 0.019) G_GAN: 3.759 G_L1: 3.515 D_real: 0.044 D_fake: 0.257 +(epoch: 117, iters: 6244, time: 0.307, data: 0.019) G_GAN: 3.562 G_L1: 2.483 D_real: 0.393 D_fake: 0.162 +(epoch: 117, iters: 6344, time: 0.303, data: 0.018) G_GAN: 4.729 G_L1: 3.641 D_real: 0.155 D_fake: 0.089 +(epoch: 117, iters: 6444, time: 0.294, data: 0.021) G_GAN: 3.064 G_L1: 3.510 D_real: 0.147 D_fake: 0.151 +(epoch: 117, iters: 6544, time: 0.427, data: 0.016) G_GAN: 4.135 G_L1: 3.391 D_real: 0.150 D_fake: 0.071 +(epoch: 117, iters: 6644, time: 0.301, data: 0.019) G_GAN: 3.425 G_L1: 3.618 D_real: 0.502 D_fake: 0.100 +(epoch: 117, iters: 6744, time: 0.300, data: 0.020) G_GAN: 3.156 G_L1: 2.812 D_real: 0.134 D_fake: 0.203 +(epoch: 117, iters: 6844, time: 0.284, data: 0.022) G_GAN: 4.807 G_L1: 4.284 D_real: 0.094 D_fake: 0.068 +(epoch: 117, iters: 6944, time: 0.421, data: 0.018) G_GAN: 3.682 G_L1: 4.029 D_real: 0.215 D_fake: 0.162 +(epoch: 117, iters: 7044, time: 0.288, data: 0.019) G_GAN: 2.532 G_L1: 4.204 D_real: 0.205 D_fake: 0.208 +(epoch: 117, iters: 7144, time: 0.300, data: 0.018) G_GAN: 2.589 G_L1: 3.810 D_real: 0.079 D_fake: 1.032 +(epoch: 117, iters: 7244, time: 0.291, data: 0.019) G_GAN: 3.639 G_L1: 2.777 D_real: 0.088 D_fake: 0.154 +(epoch: 117, iters: 7344, time: 0.410, data: 0.020) G_GAN: 3.419 G_L1: 4.055 D_real: 0.004 D_fake: 0.243 +(epoch: 117, iters: 7444, time: 0.289, data: 0.016) G_GAN: 3.479 G_L1: 4.086 D_real: 0.026 D_fake: 0.184 +(epoch: 117, iters: 7544, time: 0.281, data: 0.017) G_GAN: 3.472 G_L1: 3.481 D_real: 0.517 D_fake: 0.223 +(epoch: 117, iters: 7644, time: 0.295, data: 0.019) G_GAN: 4.410 G_L1: 5.344 D_real: 0.069 D_fake: 0.104 +(epoch: 117, iters: 7744, time: 0.383, data: 0.018) G_GAN: 3.663 G_L1: 3.047 D_real: 0.143 D_fake: 0.081 +(epoch: 117, iters: 7844, time: 0.300, data: 0.019) G_GAN: 3.553 G_L1: 2.852 D_real: 0.588 D_fake: 0.072 +(epoch: 117, iters: 7944, time: 0.293, data: 0.020) G_GAN: 2.793 G_L1: 3.066 D_real: 0.100 D_fake: 0.153 +(epoch: 117, iters: 8044, time: 0.297, data: 0.018) G_GAN: 3.410 G_L1: 3.192 D_real: 0.098 D_fake: 0.116 +(epoch: 117, iters: 8144, time: 0.664, data: 0.018) G_GAN: 5.054 G_L1: 4.052 D_real: 0.078 D_fake: 0.060 +(epoch: 117, iters: 8244, time: 0.299, data: 0.019) G_GAN: 3.535 G_L1: 3.164 D_real: 0.014 D_fake: 0.094 +(epoch: 117, iters: 8344, time: 0.307, data: 0.020) G_GAN: 4.617 G_L1: 4.091 D_real: 0.164 D_fake: 0.041 +(epoch: 117, iters: 8444, time: 0.303, data: 0.018) G_GAN: 3.816 G_L1: 2.909 D_real: 0.222 D_fake: 0.110 +(epoch: 117, iters: 8544, time: 0.392, data: 0.019) G_GAN: 3.476 G_L1: 3.272 D_real: 0.165 D_fake: 0.078 +(epoch: 117, iters: 8644, time: 0.303, data: 0.017) G_GAN: 2.912 G_L1: 2.792 D_real: 0.564 D_fake: 0.227 +(epoch: 117, iters: 8744, time: 0.291, data: 0.019) G_GAN: 3.450 G_L1: 3.562 D_real: 0.805 D_fake: 0.125 +(epoch: 117, iters: 8844, time: 0.302, data: 0.019) G_GAN: 3.363 G_L1: 2.852 D_real: 0.580 D_fake: 0.131 +(epoch: 117, iters: 8944, time: 0.409, data: 0.019) G_GAN: 5.675 G_L1: 5.312 D_real: 0.051 D_fake: 0.079 +(epoch: 117, iters: 9044, time: 0.284, data: 0.018) G_GAN: 3.764 G_L1: 4.055 D_real: 0.001 D_fake: 0.077 +(epoch: 117, iters: 9144, time: 0.298, data: 0.020) G_GAN: 3.606 G_L1: 3.905 D_real: 0.080 D_fake: 0.073 +(epoch: 117, iters: 9244, time: 0.299, data: 0.018) G_GAN: 2.885 G_L1: 1.819 D_real: 0.080 D_fake: 0.136 +(epoch: 117, iters: 9344, time: 0.407, data: 0.019) G_GAN: 2.888 G_L1: 3.639 D_real: 0.324 D_fake: 0.128 +(epoch: 117, iters: 9444, time: 0.301, data: 0.018) G_GAN: 3.382 G_L1: 3.453 D_real: 0.217 D_fake: 0.120 +(epoch: 117, iters: 9544, time: 0.300, data: 0.018) G_GAN: 2.655 G_L1: 3.527 D_real: 0.017 D_fake: 0.248 +(epoch: 117, iters: 9644, time: 0.289, data: 0.025) G_GAN: 3.393 G_L1: 4.941 D_real: 0.086 D_fake: 0.165 +(epoch: 117, iters: 9744, time: 0.430, data: 0.018) G_GAN: 4.182 G_L1: 4.734 D_real: 0.014 D_fake: 0.081 +(epoch: 117, iters: 9844, time: 0.297, data: 0.019) G_GAN: 4.239 G_L1: 2.262 D_real: 1.126 D_fake: 0.095 +(epoch: 117, iters: 9944, time: 0.300, data: 0.021) G_GAN: 4.134 G_L1: 5.392 D_real: 0.179 D_fake: 0.051 +(epoch: 117, iters: 10044, time: 0.294, data: 0.020) G_GAN: 4.143 G_L1: 3.026 D_real: 1.234 D_fake: 0.039 +(epoch: 117, iters: 10144, time: 0.646, data: 0.018) G_GAN: 3.579 G_L1: 2.518 D_real: 0.024 D_fake: 0.172 +(epoch: 117, iters: 10244, time: 0.296, data: 0.018) G_GAN: 3.051 G_L1: 2.256 D_real: 0.050 D_fake: 0.179 +(epoch: 117, iters: 10344, time: 0.305, data: 0.020) G_GAN: 2.463 G_L1: 3.235 D_real: 0.342 D_fake: 0.213 +(epoch: 117, iters: 10444, time: 0.296, data: 0.020) G_GAN: 3.410 G_L1: 4.247 D_real: 0.005 D_fake: 0.083 +(epoch: 117, iters: 10544, time: 0.413, data: 0.019) G_GAN: 3.635 G_L1: 3.569 D_real: 0.019 D_fake: 0.185 +(epoch: 117, iters: 10644, time: 0.292, data: 0.020) G_GAN: 4.414 G_L1: 3.998 D_real: 0.294 D_fake: 0.128 +(epoch: 117, iters: 10744, time: 0.290, data: 0.016) G_GAN: 2.857 G_L1: 3.276 D_real: 0.001 D_fake: 0.206 +(epoch: 117, iters: 10844, time: 0.303, data: 0.020) G_GAN: 3.398 G_L1: 3.140 D_real: 0.139 D_fake: 0.170 +(epoch: 117, iters: 10944, time: 0.395, data: 0.020) G_GAN: 3.188 G_L1: 3.284 D_real: 0.194 D_fake: 0.094 +(epoch: 117, iters: 11044, time: 0.299, data: 0.019) G_GAN: 2.838 G_L1: 2.889 D_real: 0.033 D_fake: 0.160 +(epoch: 117, iters: 11144, time: 0.295, data: 0.018) G_GAN: 1.962 G_L1: 2.394 D_real: 0.327 D_fake: 0.392 +(epoch: 117, iters: 11244, time: 0.295, data: 0.019) G_GAN: 2.785 G_L1: 4.074 D_real: 0.303 D_fake: 0.142 +(epoch: 117, iters: 11344, time: 0.411, data: 0.019) G_GAN: 3.351 G_L1: 2.914 D_real: 0.135 D_fake: 0.129 +(epoch: 117, iters: 11444, time: 0.301, data: 0.019) G_GAN: 3.259 G_L1: 3.619 D_real: 0.063 D_fake: 0.232 +(epoch: 117, iters: 11544, time: 0.302, data: 0.020) G_GAN: 3.867 G_L1: 3.858 D_real: 0.075 D_fake: 0.074 +(epoch: 117, iters: 11644, time: 0.302, data: 0.019) G_GAN: 3.104 G_L1: 5.088 D_real: 0.000 D_fake: 0.129 +(epoch: 117, iters: 11744, time: 0.415, data: 0.019) G_GAN: 4.194 G_L1: 3.195 D_real: 0.066 D_fake: 0.094 +(epoch: 117, iters: 11844, time: 0.303, data: 0.019) G_GAN: 4.258 G_L1: 7.375 D_real: 0.027 D_fake: 0.083 +(epoch: 117, iters: 11944, time: 0.299, data: 0.019) G_GAN: 3.484 G_L1: 3.110 D_real: 0.007 D_fake: 0.073 +(epoch: 117, iters: 12044, time: 0.301, data: 0.019) G_GAN: 2.631 G_L1: 2.985 D_real: 0.673 D_fake: 0.239 +(epoch: 117, iters: 12144, time: 0.638, data: 0.020) G_GAN: 5.303 G_L1: 3.471 D_real: 0.086 D_fake: 0.015 +(epoch: 117, iters: 12244, time: 0.280, data: 0.019) G_GAN: 3.497 G_L1: 3.547 D_real: 0.010 D_fake: 0.166 +(epoch: 117, iters: 12344, time: 0.291, data: 0.016) G_GAN: 3.483 G_L1: 3.913 D_real: 0.078 D_fake: 0.125 +(epoch: 117, iters: 12444, time: 0.300, data: 0.019) G_GAN: 4.863 G_L1: 5.620 D_real: 0.049 D_fake: 0.032 +(epoch: 117, iters: 12544, time: 0.393, data: 0.020) G_GAN: 3.129 G_L1: 3.273 D_real: 0.006 D_fake: 0.120 +(epoch: 117, iters: 12644, time: 0.301, data: 0.017) G_GAN: 4.445 G_L1: 4.805 D_real: 0.023 D_fake: 0.037 +(epoch: 117, iters: 12744, time: 0.304, data: 0.019) G_GAN: 3.390 G_L1: 3.846 D_real: 0.465 D_fake: 0.227 +(epoch: 117, iters: 12844, time: 0.303, data: 0.020) G_GAN: 1.704 G_L1: 2.675 D_real: 0.075 D_fake: 0.584 +(epoch: 117, iters: 12944, time: 0.428, data: 0.020) G_GAN: 3.924 G_L1: 3.480 D_real: 0.380 D_fake: 0.147 +(epoch: 117, iters: 13044, time: 0.292, data: 0.020) G_GAN: 4.735 G_L1: 4.523 D_real: 0.019 D_fake: 0.034 +(epoch: 117, iters: 13144, time: 0.296, data: 0.019) G_GAN: 3.552 G_L1: 3.250 D_real: 0.207 D_fake: 0.175 +(epoch: 117, iters: 13244, time: 0.302, data: 0.021) G_GAN: 3.868 G_L1: 3.443 D_real: 0.132 D_fake: 0.166 +(epoch: 117, iters: 13344, time: 0.415, data: 0.019) G_GAN: 6.272 G_L1: 4.605 D_real: 0.205 D_fake: 0.008 +(epoch: 117, iters: 13444, time: 0.308, data: 0.020) G_GAN: 3.766 G_L1: 2.039 D_real: 0.347 D_fake: 0.074 +(epoch: 117, iters: 13544, time: 0.299, data: 0.019) G_GAN: 3.316 G_L1: 4.787 D_real: 0.056 D_fake: 0.261 +(epoch: 117, iters: 13644, time: 0.298, data: 0.024) G_GAN: 2.910 G_L1: 3.943 D_real: 0.627 D_fake: 0.145 +(epoch: 117, iters: 13744, time: 0.426, data: 0.018) G_GAN: 2.027 G_L1: 3.425 D_real: 0.039 D_fake: 0.375 +(epoch: 117, iters: 13844, time: 0.304, data: 0.021) G_GAN: 2.486 G_L1: 2.840 D_real: 0.053 D_fake: 0.333 +(epoch: 117, iters: 13944, time: 0.306, data: 0.020) G_GAN: 4.003 G_L1: 3.221 D_real: 0.001 D_fake: 0.116 +(epoch: 117, iters: 14044, time: 0.298, data: 0.022) G_GAN: 4.279 G_L1: 2.923 D_real: 0.404 D_fake: 0.046 +(epoch: 117, iters: 14144, time: 0.669, data: 0.019) G_GAN: 3.317 G_L1: 3.296 D_real: 0.404 D_fake: 0.170 +(epoch: 117, iters: 14244, time: 0.302, data: 0.022) G_GAN: 3.119 G_L1: 6.089 D_real: 0.017 D_fake: 0.159 +(epoch: 117, iters: 14344, time: 0.302, data: 0.020) G_GAN: 4.404 G_L1: 3.534 D_real: 0.419 D_fake: 0.155 +(epoch: 117, iters: 14444, time: 0.301, data: 0.021) G_GAN: 3.153 G_L1: 3.751 D_real: 0.298 D_fake: 0.135 +(epoch: 117, iters: 14544, time: 0.419, data: 0.019) G_GAN: 4.274 G_L1: 6.097 D_real: 0.006 D_fake: 0.057 +(epoch: 117, iters: 14644, time: 0.299, data: 0.025) G_GAN: 3.889 G_L1: 5.383 D_real: 0.040 D_fake: 0.073 +(epoch: 117, iters: 14744, time: 0.302, data: 0.018) G_GAN: 4.076 G_L1: 3.373 D_real: 0.058 D_fake: 0.084 +(epoch: 117, iters: 14844, time: 0.304, data: 0.022) G_GAN: 3.834 G_L1: 3.849 D_real: 0.034 D_fake: 0.113 +(epoch: 117, iters: 14944, time: 0.422, data: 0.020) G_GAN: 2.122 G_L1: 2.733 D_real: 0.203 D_fake: 0.371 +(epoch: 117, iters: 15044, time: 0.304, data: 0.020) G_GAN: 4.326 G_L1: 3.117 D_real: 0.036 D_fake: 0.065 +(epoch: 117, iters: 15144, time: 0.302, data: 0.019) G_GAN: 3.929 G_L1: 2.986 D_real: 0.056 D_fake: 0.085 +(epoch: 117, iters: 15244, time: 0.298, data: 0.020) G_GAN: 3.832 G_L1: 3.428 D_real: 0.169 D_fake: 0.213 +(epoch: 117, iters: 15344, time: 0.427, data: 0.019) G_GAN: 3.519 G_L1: 3.325 D_real: 0.750 D_fake: 0.083 +(epoch: 117, iters: 15444, time: 0.303, data: 0.020) G_GAN: 4.267 G_L1: 4.372 D_real: 0.532 D_fake: 0.056 +(epoch: 117, iters: 15544, time: 0.305, data: 0.024) G_GAN: 3.920 G_L1: 3.246 D_real: 0.379 D_fake: 0.051 +(epoch: 117, iters: 15644, time: 0.303, data: 0.019) G_GAN: 3.009 G_L1: 3.729 D_real: 0.131 D_fake: 0.149 +(epoch: 117, iters: 15744, time: 0.382, data: 0.022) G_GAN: 4.327 G_L1: 4.270 D_real: 0.320 D_fake: 0.043 +(epoch: 117, iters: 15844, time: 0.302, data: 0.018) G_GAN: 2.796 G_L1: 5.106 D_real: 0.005 D_fake: 0.164 +(epoch: 117, iters: 15944, time: 0.305, data: 0.020) G_GAN: 4.541 G_L1: 6.542 D_real: 0.286 D_fake: 0.046 +(epoch: 117, iters: 16044, time: 0.303, data: 0.019) G_GAN: 2.712 G_L1: 3.479 D_real: 0.027 D_fake: 0.210 +(epoch: 117, iters: 16144, time: 0.605, data: 0.020) G_GAN: 3.261 G_L1: 3.873 D_real: 0.215 D_fake: 0.222 +(epoch: 117, iters: 16244, time: 0.300, data: 0.020) G_GAN: 3.922 G_L1: 6.939 D_real: 0.022 D_fake: 0.086 +(epoch: 117, iters: 16344, time: 0.310, data: 0.019) G_GAN: 3.087 G_L1: 4.230 D_real: 0.178 D_fake: 0.379 +(epoch: 117, iters: 16444, time: 0.303, data: 0.020) G_GAN: 3.277 G_L1: 3.547 D_real: 0.250 D_fake: 0.104 +(epoch: 117, iters: 16544, time: 0.409, data: 0.020) G_GAN: 3.865 G_L1: 2.366 D_real: 0.160 D_fake: 0.201 +(epoch: 117, iters: 16644, time: 0.295, data: 0.020) G_GAN: 2.950 G_L1: 3.518 D_real: 0.240 D_fake: 0.165 +(epoch: 117, iters: 16744, time: 0.296, data: 0.020) G_GAN: 3.327 G_L1: 3.200 D_real: 0.432 D_fake: 0.110 +(epoch: 117, iters: 16844, time: 0.305, data: 0.020) G_GAN: 4.833 G_L1: 3.824 D_real: 0.377 D_fake: 0.032 +(epoch: 117, iters: 16944, time: 0.400, data: 0.021) G_GAN: 2.683 G_L1: 5.237 D_real: 0.084 D_fake: 0.220 +(epoch: 117, iters: 17044, time: 0.300, data: 0.018) G_GAN: 3.766 G_L1: 4.355 D_real: 0.001 D_fake: 0.079 +(epoch: 117, iters: 17144, time: 0.306, data: 0.018) G_GAN: 3.446 G_L1: 3.352 D_real: 0.072 D_fake: 0.096 +(epoch: 117, iters: 17244, time: 0.303, data: 0.019) G_GAN: 3.598 G_L1: 4.259 D_real: 0.582 D_fake: 0.062 +(epoch: 117, iters: 17344, time: 0.423, data: 0.020) G_GAN: 5.343 G_L1: 2.951 D_real: 0.335 D_fake: 0.053 +(epoch: 117, iters: 17444, time: 0.303, data: 0.020) G_GAN: 3.709 G_L1: 3.659 D_real: 0.124 D_fake: 0.096 +(epoch: 117, iters: 17544, time: 0.301, data: 0.021) G_GAN: 4.826 G_L1: 4.640 D_real: 0.344 D_fake: 0.038 +(epoch: 117, iters: 17644, time: 0.305, data: 0.021) G_GAN: 3.214 G_L1: 3.153 D_real: 0.334 D_fake: 0.120 +(epoch: 117, iters: 17744, time: 0.431, data: 0.019) G_GAN: 2.353 G_L1: 4.164 D_real: 0.028 D_fake: 0.257 +(epoch: 117, iters: 17844, time: 0.300, data: 0.019) G_GAN: 3.557 G_L1: 4.425 D_real: 0.098 D_fake: 0.111 +(epoch: 117, iters: 17944, time: 0.299, data: 0.019) G_GAN: 2.775 G_L1: 2.832 D_real: 0.129 D_fake: 0.144 +(epoch: 117, iters: 18044, time: 0.301, data: 0.020) G_GAN: 3.028 G_L1: 3.844 D_real: 0.339 D_fake: 0.182 +(epoch: 117, iters: 18144, time: 0.696, data: 0.020) G_GAN: 3.158 G_L1: 3.987 D_real: 0.006 D_fake: 0.117 +(epoch: 117, iters: 18244, time: 0.305, data: 0.021) G_GAN: 2.703 G_L1: 3.259 D_real: 0.145 D_fake: 0.159 +(epoch: 117, iters: 18344, time: 0.296, data: 0.021) G_GAN: 2.799 G_L1: 5.526 D_real: 0.020 D_fake: 0.238 +(epoch: 117, iters: 18444, time: 0.293, data: 0.019) G_GAN: 2.169 G_L1: 2.602 D_real: 0.051 D_fake: 0.397 +(epoch: 117, iters: 18544, time: 0.406, data: 0.019) G_GAN: 2.724 G_L1: 4.194 D_real: 0.054 D_fake: 0.210 +(epoch: 117, iters: 18644, time: 0.299, data: 0.021) G_GAN: 3.210 G_L1: 3.796 D_real: 0.301 D_fake: 0.105 +(epoch: 117, iters: 18744, time: 0.302, data: 0.021) G_GAN: 4.156 G_L1: 4.373 D_real: 0.074 D_fake: 0.066 +(epoch: 117, iters: 18844, time: 0.297, data: 0.020) G_GAN: 3.099 G_L1: 3.060 D_real: 0.134 D_fake: 0.128 +(epoch: 117, iters: 18944, time: 0.419, data: 0.020) G_GAN: 2.540 G_L1: 3.500 D_real: 0.208 D_fake: 0.185 +(epoch: 117, iters: 19044, time: 0.296, data: 0.019) G_GAN: 3.681 G_L1: 2.583 D_real: 0.383 D_fake: 0.066 +(epoch: 117, iters: 19144, time: 0.301, data: 0.020) G_GAN: 3.362 G_L1: 3.243 D_real: 0.008 D_fake: 0.151 +(epoch: 117, iters: 19244, time: 0.304, data: 0.019) G_GAN: 3.657 G_L1: 3.476 D_real: 0.004 D_fake: 0.125 +(epoch: 117, iters: 19344, time: 0.421, data: 0.019) G_GAN: 2.859 G_L1: 2.973 D_real: 0.156 D_fake: 0.147 +(epoch: 117, iters: 19444, time: 0.301, data: 0.019) G_GAN: 2.242 G_L1: 3.215 D_real: 0.107 D_fake: 0.338 +(epoch: 117, iters: 19544, time: 0.294, data: 0.021) G_GAN: 3.427 G_L1: 3.899 D_real: 0.083 D_fake: 0.142 +(epoch: 117, iters: 19644, time: 0.293, data: 0.019) G_GAN: 2.993 G_L1: 3.080 D_real: 0.230 D_fake: 0.105 +(epoch: 117, iters: 19744, time: 0.418, data: 0.020) G_GAN: 3.802 G_L1: 3.984 D_real: 0.235 D_fake: 0.073 +(epoch: 117, iters: 19844, time: 0.294, data: 0.020) G_GAN: 3.888 G_L1: 4.429 D_real: 0.072 D_fake: 0.112 +(epoch: 117, iters: 19944, time: 0.295, data: 0.019) G_GAN: 2.060 G_L1: 3.517 D_real: 0.210 D_fake: 0.340 +(epoch: 117, iters: 20044, time: 0.303, data: 0.018) G_GAN: 3.606 G_L1: 2.559 D_real: 0.172 D_fake: 0.088 +(epoch: 117, iters: 20144, time: 0.667, data: 0.019) G_GAN: 4.589 G_L1: 3.515 D_real: 0.162 D_fake: 0.050 +(epoch: 117, iters: 20244, time: 0.294, data: 0.019) G_GAN: 5.556 G_L1: 5.455 D_real: 0.131 D_fake: 0.058 +(epoch: 117, iters: 20344, time: 0.287, data: 0.020) G_GAN: 4.122 G_L1: 5.091 D_real: 0.077 D_fake: 0.187 +(epoch: 117, iters: 20444, time: 0.299, data: 0.018) G_GAN: 4.218 G_L1: 5.155 D_real: 0.505 D_fake: 0.167 +(epoch: 117, iters: 20544, time: 0.390, data: 0.020) G_GAN: 4.951 G_L1: 4.016 D_real: 0.241 D_fake: 0.049 +(epoch: 117, iters: 20644, time: 0.295, data: 0.019) G_GAN: 3.468 G_L1: 4.422 D_real: 0.008 D_fake: 0.171 +(epoch: 117, iters: 20744, time: 0.302, data: 0.018) G_GAN: 3.246 G_L1: 3.920 D_real: 0.262 D_fake: 0.186 +(epoch: 117, iters: 20844, time: 0.288, data: 0.022) G_GAN: 3.318 G_L1: 3.830 D_real: 0.171 D_fake: 0.216 +(epoch: 117, iters: 20944, time: 0.379, data: 0.017) G_GAN: 3.011 G_L1: 2.638 D_real: 0.598 D_fake: 0.161 +(epoch: 117, iters: 21044, time: 0.296, data: 0.018) G_GAN: 4.095 G_L1: 4.132 D_real: 0.002 D_fake: 0.172 +(epoch: 117, iters: 21144, time: 0.290, data: 0.020) G_GAN: 3.138 G_L1: 2.736 D_real: 0.115 D_fake: 0.120 +(epoch: 117, iters: 21244, time: 0.293, data: 0.020) G_GAN: 3.040 G_L1: 3.558 D_real: 0.149 D_fake: 0.117 +(epoch: 117, iters: 21344, time: 0.395, data: 0.018) G_GAN: 4.406 G_L1: 3.516 D_real: 0.146 D_fake: 0.032 +(epoch: 117, iters: 21444, time: 0.298, data: 0.018) G_GAN: 2.848 G_L1: 3.222 D_real: 0.281 D_fake: 0.142 +(epoch: 117, iters: 21544, time: 0.304, data: 0.019) G_GAN: 3.042 G_L1: 2.967 D_real: 0.000 D_fake: 0.230 +(epoch: 117, iters: 21644, time: 0.301, data: 0.020) G_GAN: 2.239 G_L1: 2.598 D_real: 0.004 D_fake: 0.274 +(epoch: 117, iters: 21744, time: 0.425, data: 0.021) G_GAN: 3.890 G_L1: 4.658 D_real: 0.112 D_fake: 0.078 +(epoch: 117, iters: 21844, time: 0.297, data: 0.020) G_GAN: 2.960 G_L1: 2.489 D_real: 0.395 D_fake: 0.235 +(epoch: 117, iters: 21944, time: 0.305, data: 0.018) G_GAN: 3.643 G_L1: 3.530 D_real: 0.214 D_fake: 0.092 +(epoch: 117, iters: 22044, time: 0.286, data: 0.021) G_GAN: 3.673 G_L1: 4.259 D_real: 0.160 D_fake: 0.075 +(epoch: 117, iters: 22144, time: 0.655, data: 0.020) G_GAN: 3.424 G_L1: 4.279 D_real: 0.041 D_fake: 0.263 +(epoch: 117, iters: 22244, time: 0.305, data: 0.019) G_GAN: 3.018 G_L1: 4.156 D_real: 0.709 D_fake: 0.288 +(epoch: 117, iters: 22344, time: 0.293, data: 0.020) G_GAN: 2.157 G_L1: 3.642 D_real: 0.022 D_fake: 0.408 +(epoch: 117, iters: 22444, time: 0.299, data: 0.018) G_GAN: 3.532 G_L1: 4.344 D_real: 0.066 D_fake: 0.080 +(epoch: 117, iters: 22544, time: 0.420, data: 0.020) G_GAN: 2.631 G_L1: 3.946 D_real: 0.060 D_fake: 0.214 +(epoch: 117, iters: 22644, time: 0.297, data: 0.019) G_GAN: 2.382 G_L1: 2.431 D_real: 0.314 D_fake: 0.201 +(epoch: 117, iters: 22744, time: 0.308, data: 0.019) G_GAN: 3.701 G_L1: 3.406 D_real: 0.113 D_fake: 0.250 +(epoch: 117, iters: 22844, time: 0.302, data: 0.021) G_GAN: 3.029 G_L1: 2.721 D_real: 0.083 D_fake: 0.123 +(epoch: 117, iters: 22944, time: 0.381, data: 0.020) G_GAN: 1.381 G_L1: 3.605 D_real: 0.385 D_fake: 0.607 +(epoch: 117, iters: 23044, time: 0.300, data: 0.020) G_GAN: 5.726 G_L1: 4.515 D_real: 0.002 D_fake: 0.024 +(epoch: 117, iters: 23144, time: 0.286, data: 0.019) G_GAN: 3.223 G_L1: 3.050 D_real: 0.392 D_fake: 0.088 +(epoch: 117, iters: 23244, time: 0.291, data: 0.019) G_GAN: 2.733 G_L1: 2.486 D_real: 0.004 D_fake: 0.178 +(epoch: 117, iters: 23344, time: 0.415, data: 0.018) G_GAN: 3.707 G_L1: 3.470 D_real: 0.040 D_fake: 0.088 +(epoch: 117, iters: 23444, time: 0.287, data: 0.018) G_GAN: 2.177 G_L1: 2.677 D_real: 0.389 D_fake: 0.550 +(epoch: 117, iters: 23544, time: 0.303, data: 0.017) G_GAN: 3.566 G_L1: 3.229 D_real: 0.038 D_fake: 0.195 +(epoch: 117, iters: 23644, time: 0.306, data: 0.019) G_GAN: 2.171 G_L1: 2.823 D_real: 0.239 D_fake: 0.330 +(epoch: 117, iters: 23744, time: 0.403, data: 0.021) G_GAN: 4.670 G_L1: 4.161 D_real: 0.039 D_fake: 0.037 +(epoch: 117, iters: 23844, time: 0.304, data: 0.018) G_GAN: 4.545 G_L1: 4.618 D_real: 0.004 D_fake: 0.031 +(epoch: 117, iters: 23944, time: 0.294, data: 0.018) G_GAN: 3.837 G_L1: 4.703 D_real: 0.402 D_fake: 0.289 +(epoch: 117, iters: 24044, time: 0.287, data: 0.018) G_GAN: 3.444 G_L1: 2.980 D_real: 0.213 D_fake: 0.081 +(epoch: 117, iters: 24144, time: 0.603, data: 0.019) G_GAN: 3.480 G_L1: 4.501 D_real: 0.208 D_fake: 0.146 +(epoch: 117, iters: 24244, time: 0.297, data: 0.019) G_GAN: 4.780 G_L1: 3.345 D_real: 0.071 D_fake: 0.081 +(epoch: 117, iters: 24344, time: 0.300, data: 0.019) G_GAN: 2.723 G_L1: 1.783 D_real: 0.645 D_fake: 0.213 +(epoch: 117, iters: 24444, time: 0.302, data: 0.018) G_GAN: 3.158 G_L1: 2.473 D_real: 0.199 D_fake: 0.091 +(epoch: 117, iters: 24544, time: 0.390, data: 0.019) G_GAN: 4.220 G_L1: 4.511 D_real: 0.338 D_fake: 0.058 +(epoch: 117, iters: 24644, time: 0.305, data: 0.020) G_GAN: 3.030 G_L1: 3.053 D_real: 0.168 D_fake: 0.119 +(epoch: 117, iters: 24744, time: 0.294, data: 0.017) G_GAN: 3.142 G_L1: 3.693 D_real: 0.504 D_fake: 0.132 +(epoch: 117, iters: 24844, time: 0.302, data: 0.020) G_GAN: 3.266 G_L1: 2.052 D_real: 0.235 D_fake: 0.240 +(epoch: 117, iters: 24944, time: 0.388, data: 0.019) G_GAN: 3.407 G_L1: 4.420 D_real: 0.366 D_fake: 0.088 +(epoch: 117, iters: 25044, time: 0.301, data: 0.017) G_GAN: 2.932 G_L1: 4.023 D_real: 0.036 D_fake: 0.174 +(epoch: 117, iters: 25144, time: 0.296, data: 0.020) G_GAN: 2.586 G_L1: 3.493 D_real: 0.071 D_fake: 0.213 +(epoch: 117, iters: 25244, time: 0.300, data: 0.018) G_GAN: 4.903 G_L1: 5.437 D_real: 0.127 D_fake: 0.063 +(epoch: 117, iters: 25344, time: 0.417, data: 0.019) G_GAN: 3.178 G_L1: 3.272 D_real: 0.407 D_fake: 0.092 +(epoch: 117, iters: 25444, time: 0.302, data: 0.018) G_GAN: 2.683 G_L1: 4.915 D_real: 0.161 D_fake: 0.232 +(epoch: 117, iters: 25544, time: 0.296, data: 0.019) G_GAN: 3.402 G_L1: 3.100 D_real: 0.021 D_fake: 0.117 +(epoch: 117, iters: 25644, time: 0.289, data: 0.017) G_GAN: 4.924 G_L1: 2.605 D_real: 0.495 D_fake: 0.053 +(epoch: 117, iters: 25744, time: 0.411, data: 0.020) G_GAN: 2.978 G_L1: 5.723 D_real: 0.059 D_fake: 0.143 +(epoch: 117, iters: 25844, time: 0.298, data: 0.020) G_GAN: 2.790 G_L1: 2.262 D_real: 0.340 D_fake: 0.216 +(epoch: 117, iters: 25944, time: 0.298, data: 0.019) G_GAN: 3.853 G_L1: 1.966 D_real: 0.282 D_fake: 0.077 +(epoch: 117, iters: 26044, time: 0.303, data: 0.019) G_GAN: 3.437 G_L1: 2.730 D_real: 0.664 D_fake: 0.112 +(epoch: 117, iters: 26144, time: 0.661, data: 0.020) G_GAN: 2.333 G_L1: 2.334 D_real: 0.125 D_fake: 0.219 +(epoch: 117, iters: 26244, time: 0.298, data: 0.021) G_GAN: 5.842 G_L1: 4.080 D_real: 0.006 D_fake: 0.022 +(epoch: 117, iters: 26344, time: 0.301, data: 0.020) G_GAN: 3.162 G_L1: 2.511 D_real: 0.055 D_fake: 0.182 +(epoch: 117, iters: 26444, time: 0.288, data: 0.020) G_GAN: 4.618 G_L1: 3.405 D_real: 0.244 D_fake: 0.078 +(epoch: 117, iters: 26544, time: 0.415, data: 0.018) G_GAN: 2.296 G_L1: 2.487 D_real: 0.092 D_fake: 0.213 +(epoch: 117, iters: 26644, time: 0.297, data: 0.021) G_GAN: 3.042 G_L1: 4.141 D_real: 0.170 D_fake: 0.235 +(epoch: 117, iters: 26744, time: 0.300, data: 0.019) G_GAN: 4.350 G_L1: 3.395 D_real: 0.116 D_fake: 0.054 +(epoch: 117, iters: 26844, time: 0.296, data: 0.019) G_GAN: 2.882 G_L1: 3.264 D_real: 0.045 D_fake: 0.355 +(epoch: 117, iters: 26944, time: 0.416, data: 0.017) G_GAN: 3.246 G_L1: 4.281 D_real: 0.135 D_fake: 0.203 +(epoch: 117, iters: 27044, time: 0.299, data: 0.019) G_GAN: 3.494 G_L1: 4.658 D_real: 0.394 D_fake: 0.111 +(epoch: 117, iters: 27144, time: 0.298, data: 0.020) G_GAN: 3.613 G_L1: 3.583 D_real: 0.011 D_fake: 0.065 +(epoch: 117, iters: 27244, time: 0.300, data: 0.022) G_GAN: 3.403 G_L1: 5.679 D_real: 0.006 D_fake: 0.117 +(epoch: 117, iters: 27344, time: 0.389, data: 0.020) G_GAN: 3.214 G_L1: 2.477 D_real: 0.317 D_fake: 0.153 +(epoch: 117, iters: 27444, time: 0.302, data: 0.018) G_GAN: 3.479 G_L1: 3.039 D_real: 0.340 D_fake: 0.201 +(epoch: 117, iters: 27544, time: 0.303, data: 0.020) G_GAN: 2.938 G_L1: 3.145 D_real: 0.082 D_fake: 0.117 +(epoch: 117, iters: 27644, time: 0.302, data: 0.020) G_GAN: 2.709 G_L1: 3.148 D_real: 0.320 D_fake: 0.140 +(epoch: 117, iters: 27744, time: 0.415, data: 0.018) G_GAN: 3.739 G_L1: 3.075 D_real: 0.035 D_fake: 0.065 +(epoch: 117, iters: 27844, time: 0.292, data: 0.019) G_GAN: 3.866 G_L1: 2.870 D_real: 0.919 D_fake: 0.054 +(epoch: 117, iters: 27944, time: 0.292, data: 0.018) G_GAN: 3.856 G_L1: 2.812 D_real: 0.138 D_fake: 0.086 +(epoch: 117, iters: 28044, time: 0.293, data: 0.021) G_GAN: 3.891 G_L1: 2.827 D_real: 0.476 D_fake: 0.201 +(epoch: 117, iters: 28144, time: 0.602, data: 0.017) G_GAN: 2.931 G_L1: 3.435 D_real: 0.173 D_fake: 0.174 +(epoch: 117, iters: 28244, time: 0.288, data: 0.020) G_GAN: 3.016 G_L1: 3.406 D_real: 0.227 D_fake: 0.203 +(epoch: 117, iters: 28344, time: 0.289, data: 0.019) G_GAN: 3.854 G_L1: 5.280 D_real: 0.002 D_fake: 0.061 +(epoch: 117, iters: 28444, time: 0.292, data: 0.019) G_GAN: 4.090 G_L1: 3.652 D_real: 0.238 D_fake: 0.050 +(epoch: 117, iters: 28544, time: 0.400, data: 0.020) G_GAN: 2.807 G_L1: 3.790 D_real: 0.220 D_fake: 0.145 +(epoch: 117, iters: 28644, time: 0.285, data: 0.017) G_GAN: 3.230 G_L1: 3.134 D_real: 0.644 D_fake: 0.112 +(epoch: 117, iters: 28744, time: 0.299, data: 0.018) G_GAN: 3.050 G_L1: 3.080 D_real: 0.435 D_fake: 0.137 +(epoch: 117, iters: 28844, time: 0.297, data: 0.019) G_GAN: 2.438 G_L1: 3.220 D_real: 0.345 D_fake: 0.228 +(epoch: 117, iters: 28944, time: 0.421, data: 0.019) G_GAN: 2.818 G_L1: 4.425 D_real: 0.054 D_fake: 0.262 +(epoch: 117, iters: 29044, time: 0.303, data: 0.020) G_GAN: 3.577 G_L1: 3.329 D_real: 0.140 D_fake: 0.082 +(epoch: 117, iters: 29144, time: 0.300, data: 0.020) G_GAN: 3.047 G_L1: 6.721 D_real: 0.081 D_fake: 0.109 +(epoch: 117, iters: 29244, time: 0.303, data: 0.019) G_GAN: 3.913 G_L1: 4.433 D_real: 0.164 D_fake: 0.081 +(epoch: 117, iters: 29344, time: 0.411, data: 0.018) G_GAN: 3.448 G_L1: 5.000 D_real: 0.066 D_fake: 0.120 +(epoch: 117, iters: 29444, time: 0.294, data: 0.020) G_GAN: 2.926 G_L1: 3.367 D_real: 0.061 D_fake: 0.136 +(epoch: 117, iters: 29544, time: 0.295, data: 0.019) G_GAN: 2.893 G_L1: 3.928 D_real: 0.070 D_fake: 0.379 +(epoch: 117, iters: 29644, time: 0.295, data: 0.020) G_GAN: 2.962 G_L1: 3.174 D_real: 0.146 D_fake: 0.131 +(epoch: 117, iters: 29744, time: 0.418, data: 0.018) G_GAN: 3.150 G_L1: 3.330 D_real: 0.069 D_fake: 0.108 +(epoch: 117, iters: 29844, time: 0.299, data: 0.020) G_GAN: 2.965 G_L1: 3.831 D_real: 0.334 D_fake: 0.114 +(epoch: 117, iters: 29944, time: 0.293, data: 0.019) G_GAN: 3.032 G_L1: 3.029 D_real: 0.274 D_fake: 0.162 +(epoch: 117, iters: 30044, time: 0.293, data: 0.017) G_GAN: 5.923 G_L1: 3.461 D_real: 0.514 D_fake: 0.046 +(epoch: 117, iters: 30144, time: 0.659, data: 0.017) G_GAN: 4.030 G_L1: 3.235 D_real: 0.403 D_fake: 0.097 +(epoch: 117, iters: 30244, time: 0.300, data: 0.019) G_GAN: 3.259 G_L1: 4.551 D_real: 0.126 D_fake: 0.222 +(epoch: 117, iters: 30344, time: 0.292, data: 0.021) G_GAN: 3.429 G_L1: 3.598 D_real: 0.288 D_fake: 0.093 +(epoch: 117, iters: 30444, time: 0.293, data: 0.017) G_GAN: 4.194 G_L1: 4.749 D_real: 0.014 D_fake: 0.063 +(epoch: 117, iters: 30544, time: 0.419, data: 0.020) G_GAN: 3.129 G_L1: 4.021 D_real: 0.103 D_fake: 0.128 +(epoch: 117, iters: 30644, time: 0.302, data: 0.018) G_GAN: 3.097 G_L1: 4.418 D_real: 0.009 D_fake: 0.197 +(epoch: 117, iters: 30744, time: 0.301, data: 0.018) G_GAN: 2.399 G_L1: 3.443 D_real: 0.068 D_fake: 0.430 +(epoch: 117, iters: 30844, time: 0.306, data: 0.021) G_GAN: 3.962 G_L1: 4.396 D_real: 0.001 D_fake: 0.168 +(epoch: 117, iters: 30944, time: 0.417, data: 0.019) G_GAN: 3.482 G_L1: 3.716 D_real: 0.193 D_fake: 0.090 +(epoch: 117, iters: 31044, time: 0.288, data: 0.020) G_GAN: 3.261 G_L1: 3.688 D_real: 0.088 D_fake: 0.170 +(epoch: 117, iters: 31144, time: 0.292, data: 0.018) G_GAN: 4.733 G_L1: 5.075 D_real: 0.038 D_fake: 0.028 +(epoch: 117, iters: 31244, time: 0.305, data: 0.019) G_GAN: 3.169 G_L1: 4.956 D_real: 0.357 D_fake: 0.454 +(epoch: 117, iters: 31344, time: 0.413, data: 0.020) G_GAN: 4.209 G_L1: 5.391 D_real: 0.016 D_fake: 0.071 +(epoch: 117, iters: 31444, time: 0.296, data: 0.018) G_GAN: 4.980 G_L1: 5.805 D_real: 0.205 D_fake: 0.034 +(epoch: 117, iters: 31544, time: 0.301, data: 0.018) G_GAN: 5.504 G_L1: 3.939 D_real: 0.001 D_fake: 0.034 +(epoch: 117, iters: 31644, time: 0.284, data: 0.019) G_GAN: 3.119 G_L1: 3.684 D_real: 0.015 D_fake: 0.137 +(epoch: 117, iters: 31744, time: 0.419, data: 0.019) G_GAN: 2.975 G_L1: 3.331 D_real: 0.337 D_fake: 0.159 +(epoch: 117, iters: 31844, time: 0.304, data: 0.019) G_GAN: 3.575 G_L1: 3.591 D_real: 0.120 D_fake: 0.077 +(epoch: 117, iters: 31944, time: 0.290, data: 0.020) G_GAN: 3.707 G_L1: 2.820 D_real: 0.124 D_fake: 0.134 +(epoch: 117, iters: 32044, time: 0.304, data: 0.019) G_GAN: 3.240 G_L1: 3.957 D_real: 0.546 D_fake: 0.138 +(epoch: 117, iters: 32144, time: 0.652, data: 0.019) G_GAN: 3.590 G_L1: 4.011 D_real: 0.140 D_fake: 0.099 +(epoch: 117, iters: 32244, time: 0.297, data: 0.019) G_GAN: 2.391 G_L1: 3.322 D_real: 0.197 D_fake: 0.239 +(epoch: 117, iters: 32344, time: 0.296, data: 0.019) G_GAN: 3.766 G_L1: 6.579 D_real: 0.141 D_fake: 0.158 +(epoch: 117, iters: 32444, time: 0.292, data: 0.018) G_GAN: 2.805 G_L1: 3.880 D_real: 0.236 D_fake: 0.138 +(epoch: 117, iters: 32544, time: 0.418, data: 0.019) G_GAN: 3.605 G_L1: 3.362 D_real: 0.507 D_fake: 0.059 +(epoch: 117, iters: 32644, time: 0.296, data: 0.020) G_GAN: 4.373 G_L1: 5.425 D_real: 0.128 D_fake: 0.107 +(epoch: 117, iters: 32744, time: 0.298, data: 0.020) G_GAN: 4.126 G_L1: 3.253 D_real: 0.007 D_fake: 0.063 +(epoch: 117, iters: 32844, time: 0.294, data: 0.019) G_GAN: 2.993 G_L1: 3.874 D_real: 0.020 D_fake: 0.195 +(epoch: 117, iters: 32944, time: 0.420, data: 0.019) G_GAN: 3.249 G_L1: 4.240 D_real: 0.154 D_fake: 0.146 +(epoch: 117, iters: 33044, time: 0.290, data: 0.020) G_GAN: 2.909 G_L1: 3.674 D_real: 0.024 D_fake: 0.180 +(epoch: 117, iters: 33144, time: 0.301, data: 0.017) G_GAN: 3.099 G_L1: 3.353 D_real: 0.382 D_fake: 0.190 +(epoch: 117, iters: 33244, time: 0.296, data: 0.021) G_GAN: 2.757 G_L1: 3.194 D_real: 0.175 D_fake: 0.237 +(epoch: 117, iters: 33344, time: 0.410, data: 0.024) G_GAN: 3.803 G_L1: 3.330 D_real: 0.206 D_fake: 0.065 +(epoch: 117, iters: 33444, time: 0.297, data: 0.018) G_GAN: 3.681 G_L1: 3.676 D_real: 0.060 D_fake: 0.089 +(epoch: 117, iters: 33544, time: 0.297, data: 0.019) G_GAN: 4.119 G_L1: 3.662 D_real: 0.050 D_fake: 0.110 +(epoch: 117, iters: 33644, time: 0.293, data: 0.019) G_GAN: 4.530 G_L1: 5.097 D_real: 0.179 D_fake: 0.087 +(epoch: 117, iters: 33744, time: 0.405, data: 0.019) G_GAN: 3.223 G_L1: 3.951 D_real: 0.251 D_fake: 0.140 +(epoch: 117, iters: 33844, time: 0.287, data: 0.019) G_GAN: 2.998 G_L1: 4.786 D_real: 0.274 D_fake: 0.207 +(epoch: 117, iters: 33944, time: 0.292, data: 0.017) G_GAN: 3.060 G_L1: 3.620 D_real: 0.001 D_fake: 0.158 +(epoch: 117, iters: 34044, time: 0.290, data: 0.019) G_GAN: 2.904 G_L1: 4.094 D_real: 0.197 D_fake: 0.273 +(epoch: 117, iters: 34144, time: 0.604, data: 0.017) G_GAN: 4.192 G_L1: 3.959 D_real: 0.139 D_fake: 0.099 +(epoch: 117, iters: 34244, time: 0.301, data: 0.018) G_GAN: 2.596 G_L1: 3.008 D_real: 0.311 D_fake: 0.236 +(epoch: 117, iters: 34344, time: 0.292, data: 0.018) G_GAN: 3.361 G_L1: 3.728 D_real: 0.104 D_fake: 0.191 +(epoch: 117, iters: 34444, time: 0.292, data: 0.020) G_GAN: 3.003 G_L1: 4.270 D_real: 0.005 D_fake: 0.397 +(epoch: 117, iters: 34544, time: 0.397, data: 0.018) G_GAN: 3.156 G_L1: 3.557 D_real: 0.215 D_fake: 0.173 +(epoch: 117, iters: 34644, time: 0.297, data: 0.017) G_GAN: 4.554 G_L1: 3.581 D_real: 0.236 D_fake: 0.101 +(epoch: 117, iters: 34744, time: 0.297, data: 0.019) G_GAN: 3.580 G_L1: 4.057 D_real: 0.012 D_fake: 0.096 +(epoch: 117, iters: 34844, time: 0.298, data: 0.019) G_GAN: 3.672 G_L1: 7.188 D_real: 0.333 D_fake: 0.091 +(epoch: 117, iters: 34944, time: 0.414, data: 0.019) G_GAN: 2.922 G_L1: 3.290 D_real: 0.401 D_fake: 0.115 +(epoch: 117, iters: 35044, time: 0.279, data: 0.019) G_GAN: 3.750 G_L1: 3.137 D_real: 0.277 D_fake: 0.090 +(epoch: 117, iters: 35144, time: 0.297, data: 0.018) G_GAN: 4.417 G_L1: 4.713 D_real: 0.001 D_fake: 0.100 +(epoch: 117, iters: 35244, time: 0.293, data: 0.018) G_GAN: 3.357 G_L1: 4.752 D_real: 0.010 D_fake: 0.110 +(epoch: 117, iters: 35344, time: 0.410, data: 0.018) G_GAN: 4.025 G_L1: 3.798 D_real: 0.018 D_fake: 0.090 +(epoch: 117, iters: 35444, time: 0.279, data: 0.019) G_GAN: 3.993 G_L1: 3.428 D_real: 0.156 D_fake: 0.130 +(epoch: 117, iters: 35544, time: 0.300, data: 0.016) G_GAN: 2.046 G_L1: 2.996 D_real: 0.357 D_fake: 0.290 +(epoch: 117, iters: 35644, time: 0.296, data: 0.020) G_GAN: 3.234 G_L1: 4.557 D_real: 0.223 D_fake: 0.130 +(epoch: 117, iters: 35744, time: 0.408, data: 0.019) G_GAN: 3.051 G_L1: 3.401 D_real: 0.220 D_fake: 0.147 +(epoch: 117, iters: 35844, time: 0.301, data: 0.019) G_GAN: 5.937 G_L1: 5.621 D_real: 0.068 D_fake: 0.017 +(epoch: 117, iters: 35944, time: 0.298, data: 0.018) G_GAN: 3.479 G_L1: 4.537 D_real: 0.009 D_fake: 0.131 +(epoch: 117, iters: 36044, time: 0.300, data: 0.019) G_GAN: 2.705 G_L1: 3.942 D_real: 0.221 D_fake: 0.172 +(epoch: 117, iters: 36144, time: 0.660, data: 0.019) G_GAN: 5.215 G_L1: 4.597 D_real: 0.017 D_fake: 0.034 +(epoch: 117, iters: 36244, time: 0.298, data: 0.020) G_GAN: 3.038 G_L1: 3.645 D_real: 0.243 D_fake: 0.177 +(epoch: 117, iters: 36344, time: 0.279, data: 0.019) G_GAN: 3.453 G_L1: 4.030 D_real: 0.135 D_fake: 0.116 +(epoch: 117, iters: 36444, time: 0.295, data: 0.017) G_GAN: 5.091 G_L1: 3.400 D_real: 0.084 D_fake: 0.048 +(epoch: 117, iters: 36544, time: 0.414, data: 0.020) G_GAN: 2.498 G_L1: 2.979 D_real: 0.794 D_fake: 0.212 +(epoch: 117, iters: 36644, time: 0.293, data: 0.020) G_GAN: 5.109 G_L1: 4.127 D_real: 0.015 D_fake: 0.073 +(epoch: 117, iters: 36744, time: 0.288, data: 0.021) G_GAN: 2.029 G_L1: 3.495 D_real: 0.108 D_fake: 0.362 +(epoch: 117, iters: 36844, time: 0.298, data: 0.017) G_GAN: 3.264 G_L1: 4.113 D_real: 0.088 D_fake: 0.186 +(epoch: 117, iters: 36944, time: 0.394, data: 0.018) G_GAN: 4.236 G_L1: 3.179 D_real: 0.161 D_fake: 0.148 +(epoch: 117, iters: 37044, time: 0.300, data: 0.018) G_GAN: 2.281 G_L1: 3.036 D_real: 0.035 D_fake: 0.291 +(epoch: 117, iters: 37144, time: 0.297, data: 0.020) G_GAN: 3.129 G_L1: 3.983 D_real: 0.002 D_fake: 0.132 +(epoch: 117, iters: 37244, time: 0.293, data: 0.020) G_GAN: 2.859 G_L1: 3.962 D_real: 0.162 D_fake: 0.282 +(epoch: 117, iters: 37344, time: 0.410, data: 0.021) G_GAN: 3.291 G_L1: 3.458 D_real: 0.198 D_fake: 0.130 +(epoch: 117, iters: 37444, time: 0.286, data: 0.019) G_GAN: 3.503 G_L1: 3.497 D_real: 0.189 D_fake: 0.129 +(epoch: 117, iters: 37544, time: 0.294, data: 0.019) G_GAN: 3.607 G_L1: 3.653 D_real: 0.008 D_fake: 0.170 +(epoch: 117, iters: 37644, time: 0.298, data: 0.019) G_GAN: 3.357 G_L1: 3.846 D_real: 0.034 D_fake: 0.119 +(epoch: 117, iters: 37744, time: 0.380, data: 0.019) G_GAN: 2.636 G_L1: 3.651 D_real: 0.245 D_fake: 0.256 +(epoch: 117, iters: 37844, time: 0.287, data: 0.019) G_GAN: 2.901 G_L1: 2.662 D_real: 0.131 D_fake: 0.126 +(epoch: 117, iters: 37944, time: 0.293, data: 0.017) G_GAN: 2.708 G_L1: 2.327 D_real: 0.220 D_fake: 0.215 +(epoch: 117, iters: 38044, time: 0.300, data: 0.019) G_GAN: 3.568 G_L1: 5.122 D_real: 0.209 D_fake: 0.128 +(epoch: 117, iters: 38144, time: 0.652, data: 0.019) G_GAN: 4.185 G_L1: 5.503 D_real: 0.006 D_fake: 0.084 +(epoch: 117, iters: 38244, time: 0.290, data: 0.021) G_GAN: 2.967 G_L1: 2.889 D_real: 0.395 D_fake: 0.222 +(epoch: 117, iters: 38344, time: 0.284, data: 0.019) G_GAN: 2.912 G_L1: 2.702 D_real: 0.085 D_fake: 0.127 +(epoch: 117, iters: 38444, time: 0.296, data: 0.019) G_GAN: 3.243 G_L1: 4.216 D_real: 0.085 D_fake: 0.153 +(epoch: 117, iters: 38544, time: 0.406, data: 0.019) G_GAN: 3.596 G_L1: 3.676 D_real: 0.031 D_fake: 0.065 +(epoch: 117, iters: 38644, time: 0.294, data: 0.017) G_GAN: 3.521 G_L1: 3.830 D_real: 0.015 D_fake: 0.181 +(epoch: 117, iters: 38744, time: 0.274, data: 0.018) G_GAN: 4.220 G_L1: 3.847 D_real: 0.226 D_fake: 0.069 +(epoch: 117, iters: 38844, time: 0.297, data: 0.017) G_GAN: 3.541 G_L1: 4.862 D_real: 0.039 D_fake: 0.160 +(epoch: 117, iters: 38944, time: 0.398, data: 0.020) G_GAN: 3.098 G_L1: 4.036 D_real: 0.021 D_fake: 0.170 +(epoch: 117, iters: 39044, time: 0.281, data: 0.017) G_GAN: 3.577 G_L1: 3.248 D_real: 0.858 D_fake: 0.186 +(epoch: 117, iters: 39144, time: 0.290, data: 0.019) G_GAN: 3.132 G_L1: 2.525 D_real: 0.143 D_fake: 0.103 +(epoch: 117, iters: 39244, time: 0.286, data: 0.018) G_GAN: 4.687 G_L1: 3.013 D_real: 0.154 D_fake: 0.110 +(epoch: 117, iters: 39344, time: 0.404, data: 0.018) G_GAN: 2.800 G_L1: 2.933 D_real: 0.290 D_fake: 0.250 +(epoch: 117, iters: 39444, time: 0.292, data: 0.017) G_GAN: 2.822 G_L1: 2.989 D_real: 0.076 D_fake: 0.157 +(epoch: 117, iters: 39544, time: 0.295, data: 0.017) G_GAN: 3.588 G_L1: 3.551 D_real: 0.086 D_fake: 0.081 +(epoch: 117, iters: 39644, time: 0.286, data: 0.023) G_GAN: 2.588 G_L1: 3.115 D_real: 0.024 D_fake: 0.191 +(epoch: 117, iters: 39744, time: 0.391, data: 0.017) G_GAN: 3.959 G_L1: 3.805 D_real: 0.137 D_fake: 0.194 +(epoch: 117, iters: 39844, time: 0.287, data: 0.018) G_GAN: 2.851 G_L1: 3.297 D_real: 0.269 D_fake: 0.295 +(epoch: 117, iters: 39944, time: 0.289, data: 0.018) G_GAN: 2.932 G_L1: 3.158 D_real: 0.060 D_fake: 0.156 +(epoch: 117, iters: 40044, time: 0.289, data: 0.017) G_GAN: 3.309 G_L1: 4.736 D_real: 0.196 D_fake: 0.190 +(epoch: 117, iters: 40144, time: 0.615, data: 0.018) G_GAN: 2.097 G_L1: 2.961 D_real: 0.247 D_fake: 0.293 +(epoch: 117, iters: 40244, time: 0.293, data: 0.017) G_GAN: 2.905 G_L1: 3.447 D_real: 0.114 D_fake: 0.183 +(epoch: 117, iters: 40344, time: 0.296, data: 0.020) G_GAN: 2.503 G_L1: 1.721 D_real: 0.072 D_fake: 0.193 +(epoch: 117, iters: 40444, time: 0.282, data: 0.018) G_GAN: 3.898 G_L1: 2.948 D_real: 0.031 D_fake: 0.152 +(epoch: 117, iters: 40544, time: 0.377, data: 0.018) G_GAN: 2.625 G_L1: 3.453 D_real: 0.148 D_fake: 0.222 +(epoch: 117, iters: 40644, time: 0.285, data: 0.017) G_GAN: 3.348 G_L1: 3.010 D_real: 0.045 D_fake: 0.089 +(epoch: 117, iters: 40744, time: 0.267, data: 0.018) G_GAN: 2.526 G_L1: 2.687 D_real: 0.227 D_fake: 0.208 +(epoch: 117, iters: 40844, time: 0.268, data: 0.015) G_GAN: 2.688 G_L1: 2.808 D_real: 0.253 D_fake: 0.188 +(epoch: 117, iters: 40944, time: 0.406, data: 0.014) G_GAN: 3.686 G_L1: 4.151 D_real: 0.216 D_fake: 0.111 +(epoch: 117, iters: 41044, time: 0.298, data: 0.019) G_GAN: 3.027 G_L1: 3.413 D_real: 0.297 D_fake: 0.183 +(epoch: 117, iters: 41144, time: 0.300, data: 0.019) G_GAN: 2.568 G_L1: 3.208 D_real: 0.046 D_fake: 0.263 +(epoch: 117, iters: 41244, time: 0.293, data: 0.019) G_GAN: 4.317 G_L1: 3.912 D_real: 0.294 D_fake: 0.039 +(epoch: 117, iters: 41344, time: 0.364, data: 0.019) G_GAN: 3.535 G_L1: 3.082 D_real: 0.344 D_fake: 0.091 +(epoch: 117, iters: 41444, time: 0.290, data: 0.016) G_GAN: 3.718 G_L1: 3.049 D_real: 0.165 D_fake: 0.148 +(epoch: 117, iters: 41544, time: 0.299, data: 0.018) G_GAN: 2.633 G_L1: 3.009 D_real: 0.104 D_fake: 0.157 +(epoch: 117, iters: 41644, time: 0.287, data: 0.018) G_GAN: 4.364 G_L1: 3.279 D_real: 0.050 D_fake: 0.089 +(epoch: 117, iters: 41744, time: 0.372, data: 0.017) G_GAN: 2.747 G_L1: 2.752 D_real: 0.521 D_fake: 0.148 +(epoch: 117, iters: 41844, time: 0.292, data: 0.018) G_GAN: 3.520 G_L1: 3.586 D_real: 0.271 D_fake: 0.104 +(epoch: 117, iters: 41944, time: 0.286, data: 0.021) G_GAN: 3.961 G_L1: 4.089 D_real: 0.000 D_fake: 0.081 +(epoch: 117, iters: 42044, time: 0.291, data: 0.018) G_GAN: 3.227 G_L1: 3.935 D_real: 0.008 D_fake: 0.197 +(epoch: 117, iters: 42144, time: 0.668, data: 0.016) G_GAN: 3.960 G_L1: 4.118 D_real: 0.101 D_fake: 0.059 +(epoch: 117, iters: 42244, time: 0.303, data: 0.019) G_GAN: 3.398 G_L1: 5.261 D_real: 0.140 D_fake: 0.165 +(epoch: 117, iters: 42344, time: 0.289, data: 0.019) G_GAN: 3.898 G_L1: 3.584 D_real: 0.373 D_fake: 0.086 +(epoch: 117, iters: 42444, time: 0.290, data: 0.018) G_GAN: 2.644 G_L1: 2.773 D_real: 0.234 D_fake: 0.171 +(epoch: 117, iters: 42544, time: 0.416, data: 0.017) G_GAN: 3.046 G_L1: 3.599 D_real: 0.048 D_fake: 0.121 +(epoch: 117, iters: 42644, time: 0.278, data: 0.022) G_GAN: 3.961 G_L1: 4.368 D_real: 0.186 D_fake: 0.083 +(epoch: 117, iters: 42744, time: 0.290, data: 0.017) G_GAN: 3.323 G_L1: 3.582 D_real: 0.346 D_fake: 0.146 +(epoch: 117, iters: 42844, time: 0.288, data: 0.018) G_GAN: 4.759 G_L1: 4.283 D_real: 0.002 D_fake: 0.093 +(epoch: 117, iters: 42944, time: 0.422, data: 0.017) G_GAN: 3.847 G_L1: 5.954 D_real: 0.087 D_fake: 0.108 +(epoch: 117, iters: 43044, time: 0.280, data: 0.018) G_GAN: 3.663 G_L1: 2.993 D_real: 0.057 D_fake: 0.122 +(epoch: 117, iters: 43144, time: 0.286, data: 0.017) G_GAN: 3.014 G_L1: 2.960 D_real: 0.295 D_fake: 0.173 +(epoch: 117, iters: 43244, time: 0.282, data: 0.020) G_GAN: 3.126 G_L1: 4.313 D_real: 0.001 D_fake: 0.284 +(epoch: 117, iters: 43344, time: 0.410, data: 0.017) G_GAN: 2.604 G_L1: 3.936 D_real: 0.079 D_fake: 0.283 +(epoch: 117, iters: 43444, time: 0.302, data: 0.021) G_GAN: 3.060 G_L1: 3.707 D_real: 0.388 D_fake: 0.178 +(epoch: 117, iters: 43544, time: 0.303, data: 0.019) G_GAN: 3.590 G_L1: 3.737 D_real: 0.179 D_fake: 0.086 +(epoch: 117, iters: 43644, time: 0.296, data: 0.019) G_GAN: 3.169 G_L1: 4.007 D_real: 0.089 D_fake: 0.147 +(epoch: 117, iters: 43744, time: 0.365, data: 0.019) G_GAN: 2.776 G_L1: 3.778 D_real: 0.007 D_fake: 0.169 +(epoch: 117, iters: 43844, time: 0.304, data: 0.016) G_GAN: 3.997 G_L1: 3.352 D_real: 0.157 D_fake: 0.109 +(epoch: 117, iters: 43944, time: 0.300, data: 0.019) G_GAN: 3.175 G_L1: 3.139 D_real: 0.061 D_fake: 0.206 +(epoch: 117, iters: 44044, time: 0.289, data: 0.020) G_GAN: 3.325 G_L1: 3.536 D_real: 0.445 D_fake: 0.078 +(epoch: 117, iters: 44144, time: 0.633, data: 0.018) G_GAN: 4.175 G_L1: 3.142 D_real: 0.100 D_fake: 0.045 +(epoch: 117, iters: 44244, time: 0.304, data: 0.019) G_GAN: 3.311 G_L1: 3.169 D_real: 0.230 D_fake: 0.181 +(epoch: 117, iters: 44344, time: 0.305, data: 0.019) G_GAN: 4.795 G_L1: 5.205 D_real: 0.077 D_fake: 0.044 +(epoch: 117, iters: 44444, time: 0.302, data: 0.019) G_GAN: 3.062 G_L1: 3.192 D_real: 0.135 D_fake: 0.194 +(epoch: 117, iters: 44544, time: 0.403, data: 0.020) G_GAN: 2.677 G_L1: 3.162 D_real: 0.017 D_fake: 0.306 +(epoch: 117, iters: 44644, time: 0.301, data: 0.018) G_GAN: 3.602 G_L1: 4.445 D_real: 0.051 D_fake: 0.099 +(epoch: 117, iters: 44744, time: 0.294, data: 0.020) G_GAN: 3.667 G_L1: 3.144 D_real: 0.054 D_fake: 0.062 +(epoch: 117, iters: 44844, time: 0.308, data: 0.032) G_GAN: 3.103 G_L1: 3.176 D_real: 0.470 D_fake: 0.154 +(epoch: 117, iters: 44944, time: 0.423, data: 0.019) G_GAN: 3.193 G_L1: 4.694 D_real: 0.025 D_fake: 0.116 +(epoch: 117, iters: 45044, time: 0.301, data: 0.020) G_GAN: 3.013 G_L1: 4.956 D_real: 0.009 D_fake: 0.165 +(epoch: 117, iters: 45144, time: 0.302, data: 0.021) G_GAN: 3.603 G_L1: 3.942 D_real: 0.032 D_fake: 0.246 +(epoch: 117, iters: 45244, time: 0.295, data: 0.021) G_GAN: 3.237 G_L1: 2.623 D_real: 0.429 D_fake: 0.123 +(epoch: 117, iters: 45344, time: 0.409, data: 0.019) G_GAN: 3.270 G_L1: 3.583 D_real: 0.043 D_fake: 0.180 +(epoch: 117, iters: 45444, time: 0.298, data: 0.019) G_GAN: 3.317 G_L1: 4.446 D_real: 0.080 D_fake: 0.123 +(epoch: 117, iters: 45544, time: 0.302, data: 0.018) G_GAN: 2.251 G_L1: 2.767 D_real: 0.066 D_fake: 0.261 +(epoch: 117, iters: 45644, time: 0.286, data: 0.029) G_GAN: 3.049 G_L1: 3.709 D_real: 0.132 D_fake: 0.144 +(epoch: 117, iters: 45744, time: 0.416, data: 0.017) G_GAN: 2.098 G_L1: 3.001 D_real: 0.352 D_fake: 0.407 +(epoch: 117, iters: 45844, time: 0.305, data: 0.020) G_GAN: 4.470 G_L1: 4.202 D_real: 0.460 D_fake: 0.067 +(epoch: 117, iters: 45944, time: 0.284, data: 0.020) G_GAN: 4.076 G_L1: 4.378 D_real: 0.035 D_fake: 0.090 +(epoch: 117, iters: 46044, time: 0.296, data: 0.020) G_GAN: 3.124 G_L1: 4.426 D_real: 0.005 D_fake: 0.187 +(epoch: 117, iters: 46144, time: 0.644, data: 0.021) G_GAN: 2.840 G_L1: 3.708 D_real: 0.179 D_fake: 0.157 +(epoch: 117, iters: 46244, time: 0.303, data: 0.018) G_GAN: 2.721 G_L1: 3.679 D_real: 0.068 D_fake: 0.374 +(epoch: 117, iters: 46344, time: 0.302, data: 0.021) G_GAN: 2.101 G_L1: 3.449 D_real: 0.006 D_fake: 0.290 +(epoch: 117, iters: 46444, time: 0.291, data: 0.020) G_GAN: 3.049 G_L1: 3.297 D_real: 0.003 D_fake: 0.141 +(epoch: 117, iters: 46544, time: 0.415, data: 0.019) G_GAN: 3.531 G_L1: 3.336 D_real: 0.311 D_fake: 0.124 +(epoch: 117, iters: 46644, time: 0.301, data: 0.021) G_GAN: 3.590 G_L1: 4.872 D_real: 0.011 D_fake: 0.123 +(epoch: 117, iters: 46744, time: 0.300, data: 0.020) G_GAN: 3.245 G_L1: 3.951 D_real: 0.278 D_fake: 0.258 +(epoch: 117, iters: 46844, time: 0.304, data: 0.019) G_GAN: 2.938 G_L1: 2.727 D_real: 0.224 D_fake: 0.145 +(epoch: 117, iters: 46944, time: 0.387, data: 0.020) G_GAN: 3.340 G_L1: 3.496 D_real: 0.930 D_fake: 0.112 +(epoch: 117, iters: 47044, time: 0.262, data: 0.020) G_GAN: 2.689 G_L1: 3.432 D_real: 0.203 D_fake: 0.181 +(epoch: 117, iters: 47144, time: 0.304, data: 0.015) G_GAN: 3.042 G_L1: 4.160 D_real: 0.231 D_fake: 0.196 +(epoch: 117, iters: 47244, time: 0.305, data: 0.021) G_GAN: 3.501 G_L1: 3.441 D_real: 0.020 D_fake: 0.075 +(epoch: 117, iters: 47344, time: 0.405, data: 0.019) G_GAN: 3.026 G_L1: 2.780 D_real: 0.289 D_fake: 0.122 +(epoch: 117, iters: 47444, time: 0.296, data: 0.018) G_GAN: 3.639 G_L1: 3.149 D_real: 0.083 D_fake: 0.058 +(epoch: 117, iters: 47544, time: 0.294, data: 0.019) G_GAN: 3.283 G_L1: 3.996 D_real: 0.161 D_fake: 0.105 +(epoch: 117, iters: 47644, time: 0.303, data: 0.021) G_GAN: 3.387 G_L1: 4.132 D_real: 0.367 D_fake: 0.133 +(epoch: 117, iters: 47744, time: 0.416, data: 0.020) G_GAN: 2.168 G_L1: 4.024 D_real: 0.145 D_fake: 0.308 +(epoch: 117, iters: 47844, time: 0.300, data: 0.019) G_GAN: 2.927 G_L1: 3.978 D_real: 0.055 D_fake: 0.206 +(epoch: 117, iters: 47944, time: 0.306, data: 0.019) G_GAN: 4.261 G_L1: 3.684 D_real: 0.077 D_fake: 0.046 +(epoch: 117, iters: 48044, time: 0.293, data: 0.020) G_GAN: 4.802 G_L1: 3.272 D_real: 0.379 D_fake: 0.034 +(epoch: 117, iters: 48144, time: 0.656, data: 0.018) G_GAN: 2.807 G_L1: 3.925 D_real: 0.264 D_fake: 0.167 +(epoch: 117, iters: 48244, time: 0.293, data: 0.021) G_GAN: 4.342 G_L1: 4.827 D_real: 0.001 D_fake: 0.042 +(epoch: 117, iters: 48344, time: 0.295, data: 0.021) G_GAN: 5.030 G_L1: 4.205 D_real: 0.229 D_fake: 0.032 +(epoch: 117, iters: 48444, time: 0.291, data: 0.020) G_GAN: 2.995 G_L1: 3.018 D_real: 0.061 D_fake: 0.485 +(epoch: 117, iters: 48544, time: 0.425, data: 0.017) G_GAN: 5.299 G_L1: 5.608 D_real: 0.145 D_fake: 0.152 +(epoch: 117, iters: 48644, time: 0.294, data: 0.020) G_GAN: 3.379 G_L1: 4.774 D_real: 0.067 D_fake: 0.146 +(epoch: 117, iters: 48744, time: 0.287, data: 0.020) G_GAN: 2.326 G_L1: 2.724 D_real: 0.066 D_fake: 0.303 +(epoch: 117, iters: 48844, time: 0.302, data: 0.015) G_GAN: 3.338 G_L1: 5.851 D_real: 0.008 D_fake: 0.279 +(epoch: 117, iters: 48944, time: 0.409, data: 0.020) G_GAN: 3.961 G_L1: 3.941 D_real: 0.084 D_fake: 0.108 +(epoch: 117, iters: 49044, time: 0.290, data: 0.019) G_GAN: 3.311 G_L1: 3.575 D_real: 0.173 D_fake: 0.357 +(epoch: 117, iters: 49144, time: 0.285, data: 0.017) G_GAN: 3.564 G_L1: 4.588 D_real: 0.069 D_fake: 0.103 +(epoch: 117, iters: 49244, time: 0.298, data: 0.018) G_GAN: 3.651 G_L1: 3.615 D_real: 0.188 D_fake: 0.066 +(epoch: 117, iters: 49344, time: 0.414, data: 0.021) G_GAN: 2.583 G_L1: 3.458 D_real: 0.285 D_fake: 0.218 +(epoch: 117, iters: 49444, time: 0.293, data: 0.019) G_GAN: 2.692 G_L1: 4.507 D_real: 0.292 D_fake: 0.186 +(epoch: 117, iters: 49544, time: 0.295, data: 0.020) G_GAN: 2.726 G_L1: 2.790 D_real: 0.434 D_fake: 0.219 +(epoch: 117, iters: 49644, time: 0.297, data: 0.020) G_GAN: 2.667 G_L1: 3.047 D_real: 0.525 D_fake: 0.329 +(epoch: 117, iters: 49744, time: 0.406, data: 0.023) G_GAN: 3.521 G_L1: 2.586 D_real: 0.093 D_fake: 0.075 +(epoch: 117, iters: 49844, time: 0.278, data: 0.021) G_GAN: 3.604 G_L1: 3.300 D_real: 0.346 D_fake: 0.075 +(epoch: 117, iters: 49944, time: 0.288, data: 0.017) G_GAN: 2.824 G_L1: 3.908 D_real: 0.281 D_fake: 0.164 +(epoch: 117, iters: 50044, time: 0.296, data: 0.017) G_GAN: 3.404 G_L1: 5.275 D_real: 0.285 D_fake: 0.156 +(epoch: 117, iters: 50144, time: 0.649, data: 0.019) G_GAN: 3.264 G_L1: 3.520 D_real: 0.143 D_fake: 0.096 +(epoch: 117, iters: 50244, time: 0.290, data: 0.018) G_GAN: 2.892 G_L1: 3.293 D_real: 0.049 D_fake: 0.198 +(epoch: 117, iters: 50344, time: 0.279, data: 0.019) G_GAN: 2.926 G_L1: 5.186 D_real: 0.080 D_fake: 0.188 +(epoch: 117, iters: 50444, time: 0.290, data: 0.015) G_GAN: 2.652 G_L1: 3.234 D_real: 0.366 D_fake: 0.199 +(epoch: 117, iters: 50544, time: 0.414, data: 0.017) G_GAN: 3.302 G_L1: 3.495 D_real: 0.152 D_fake: 0.122 +(epoch: 117, iters: 50644, time: 0.279, data: 0.021) G_GAN: 3.109 G_L1: 2.922 D_real: 0.085 D_fake: 0.154 +(epoch: 117, iters: 50744, time: 0.290, data: 0.017) G_GAN: 3.428 G_L1: 2.672 D_real: 0.122 D_fake: 0.392 +(epoch: 117, iters: 50844, time: 0.286, data: 0.018) G_GAN: 3.798 G_L1: 3.182 D_real: 0.045 D_fake: 0.072 +(epoch: 117, iters: 50944, time: 0.398, data: 0.017) G_GAN: 2.955 G_L1: 2.525 D_real: 0.762 D_fake: 0.102 +(epoch: 117, iters: 51044, time: 0.290, data: 0.019) G_GAN: 3.513 G_L1: 3.203 D_real: 0.522 D_fake: 0.136 +(epoch: 117, iters: 51144, time: 0.282, data: 0.019) G_GAN: 3.237 G_L1: 3.829 D_real: 0.454 D_fake: 0.082 +(epoch: 117, iters: 51244, time: 0.297, data: 0.017) G_GAN: 4.502 G_L1: 3.827 D_real: 0.006 D_fake: 0.061 +(epoch: 117, iters: 51344, time: 0.405, data: 0.020) G_GAN: 3.160 G_L1: 2.888 D_real: 0.118 D_fake: 0.297 +(epoch: 117, iters: 51444, time: 0.288, data: 0.018) G_GAN: 3.639 G_L1: 2.416 D_real: 0.058 D_fake: 0.072 +(epoch: 117, iters: 51544, time: 0.295, data: 0.021) G_GAN: 2.209 G_L1: 3.892 D_real: 0.075 D_fake: 0.303 +(epoch: 117, iters: 51644, time: 0.288, data: 0.019) G_GAN: 3.955 G_L1: 3.805 D_real: 0.513 D_fake: 0.078 +(epoch: 117, iters: 51744, time: 0.377, data: 0.018) G_GAN: 3.092 G_L1: 2.900 D_real: 0.191 D_fake: 0.162 +(epoch: 117, iters: 51844, time: 0.275, data: 0.019) G_GAN: 3.218 G_L1: 3.222 D_real: 0.070 D_fake: 0.129 +(epoch: 117, iters: 51944, time: 0.296, data: 0.018) G_GAN: 2.538 G_L1: 2.353 D_real: 0.325 D_fake: 0.230 +(epoch: 117, iters: 52044, time: 0.285, data: 0.019) G_GAN: 4.562 G_L1: 4.512 D_real: 0.037 D_fake: 0.067 +(epoch: 117, iters: 52144, time: 0.639, data: 0.018) G_GAN: 3.388 G_L1: 3.953 D_real: 0.063 D_fake: 0.101 +(epoch: 117, iters: 52244, time: 0.287, data: 0.018) G_GAN: 3.342 G_L1: 3.582 D_real: 0.415 D_fake: 0.105 +(epoch: 117, iters: 52344, time: 0.296, data: 0.018) G_GAN: 3.312 G_L1: 3.538 D_real: 0.310 D_fake: 0.236 +(epoch: 117, iters: 52444, time: 0.305, data: 0.018) G_GAN: 3.651 G_L1: 3.265 D_real: 0.546 D_fake: 0.066 +(epoch: 117, iters: 52544, time: 0.398, data: 0.021) G_GAN: 2.639 G_L1: 3.379 D_real: 0.076 D_fake: 0.199 +(epoch: 117, iters: 52644, time: 0.299, data: 0.016) G_GAN: 3.349 G_L1: 2.711 D_real: 0.235 D_fake: 0.093 +(epoch: 117, iters: 52744, time: 0.303, data: 0.021) G_GAN: 2.241 G_L1: 2.068 D_real: 0.142 D_fake: 0.449 +(epoch: 117, iters: 52844, time: 0.282, data: 0.021) G_GAN: 4.031 G_L1: 3.934 D_real: 0.272 D_fake: 0.046 +(epoch: 117, iters: 52944, time: 0.391, data: 0.019) G_GAN: 1.852 G_L1: 3.232 D_real: 0.623 D_fake: 0.384 +(epoch: 117, iters: 53044, time: 0.289, data: 0.020) G_GAN: 3.358 G_L1: 2.516 D_real: 0.031 D_fake: 0.089 +(epoch: 117, iters: 53144, time: 0.300, data: 0.021) G_GAN: 3.657 G_L1: 3.321 D_real: 0.205 D_fake: 0.080 +(epoch: 117, iters: 53244, time: 0.296, data: 0.020) G_GAN: 3.409 G_L1: 4.264 D_real: 0.053 D_fake: 0.127 +(epoch: 117, iters: 53344, time: 0.400, data: 0.017) G_GAN: 3.922 G_L1: 3.578 D_real: 0.021 D_fake: 0.093 +(epoch: 117, iters: 53444, time: 0.287, data: 0.020) G_GAN: 2.425 G_L1: 2.489 D_real: 0.420 D_fake: 0.238 +(epoch: 117, iters: 53544, time: 0.304, data: 0.019) G_GAN: 1.899 G_L1: 2.351 D_real: 0.143 D_fake: 0.376 +(epoch: 117, iters: 53644, time: 0.298, data: 0.019) G_GAN: 2.122 G_L1: 3.195 D_real: 0.028 D_fake: 0.289 +(epoch: 117, iters: 53744, time: 0.417, data: 0.020) G_GAN: 4.229 G_L1: 3.608 D_real: 0.289 D_fake: 0.044 +(epoch: 117, iters: 53844, time: 0.290, data: 0.020) G_GAN: 4.031 G_L1: 3.688 D_real: 0.046 D_fake: 0.079 +(epoch: 117, iters: 53944, time: 0.283, data: 0.020) G_GAN: 3.591 G_L1: 3.771 D_real: 0.301 D_fake: 0.145 +(epoch: 117, iters: 54044, time: 0.292, data: 0.019) G_GAN: 4.713 G_L1: 4.197 D_real: 0.178 D_fake: 0.025 +(epoch: 117, iters: 54144, time: 0.646, data: 0.018) G_GAN: 3.272 G_L1: 3.306 D_real: 0.172 D_fake: 0.182 +(epoch: 117, iters: 54244, time: 0.292, data: 0.019) G_GAN: 5.709 G_L1: 3.519 D_real: 0.001 D_fake: 0.037 +(epoch: 117, iters: 54344, time: 0.300, data: 0.018) G_GAN: 3.404 G_L1: 3.627 D_real: 0.049 D_fake: 0.143 +(epoch: 117, iters: 54444, time: 0.304, data: 0.018) G_GAN: 4.145 G_L1: 3.754 D_real: 0.027 D_fake: 0.061 +(epoch: 117, iters: 54544, time: 0.415, data: 0.018) G_GAN: 3.194 G_L1: 3.291 D_real: 0.030 D_fake: 0.139 +(epoch: 117, iters: 54644, time: 0.299, data: 0.020) G_GAN: 3.653 G_L1: 2.125 D_real: 0.054 D_fake: 0.091 +(epoch: 117, iters: 54744, time: 0.301, data: 0.021) G_GAN: 4.324 G_L1: 4.121 D_real: 0.066 D_fake: 0.067 +(epoch: 117, iters: 54844, time: 0.293, data: 0.019) G_GAN: 3.796 G_L1: 3.376 D_real: 0.138 D_fake: 0.137 +(epoch: 117, iters: 54944, time: 0.418, data: 0.019) G_GAN: 4.891 G_L1: 4.054 D_real: 0.073 D_fake: 0.082 +(epoch: 117, iters: 55044, time: 0.294, data: 0.019) G_GAN: 3.090 G_L1: 3.530 D_real: 0.441 D_fake: 0.122 +(epoch: 117, iters: 55144, time: 0.301, data: 0.021) G_GAN: 3.281 G_L1: 4.072 D_real: 0.315 D_fake: 0.177 +(epoch: 117, iters: 55244, time: 0.300, data: 0.020) G_GAN: 4.526 G_L1: 2.970 D_real: 0.273 D_fake: 0.107 +(epoch: 117, iters: 55344, time: 0.390, data: 0.020) G_GAN: 2.235 G_L1: 3.630 D_real: 0.097 D_fake: 0.460 +(epoch: 117, iters: 55444, time: 0.299, data: 0.019) G_GAN: 2.792 G_L1: 3.746 D_real: 0.447 D_fake: 0.203 +(epoch: 117, iters: 55544, time: 0.295, data: 0.021) G_GAN: 2.831 G_L1: 4.620 D_real: 0.006 D_fake: 0.160 +(epoch: 117, iters: 55644, time: 0.304, data: 0.018) G_GAN: 3.995 G_L1: 3.964 D_real: 0.098 D_fake: 0.064 +(epoch: 117, iters: 55744, time: 0.425, data: 0.018) G_GAN: 3.421 G_L1: 5.128 D_real: 0.238 D_fake: 0.104 +(epoch: 117, iters: 55844, time: 0.295, data: 0.021) G_GAN: 3.522 G_L1: 4.799 D_real: 0.046 D_fake: 0.148 +(epoch: 117, iters: 55944, time: 0.292, data: 0.020) G_GAN: 3.082 G_L1: 3.598 D_real: 0.036 D_fake: 0.112 +(epoch: 117, iters: 56044, time: 0.277, data: 0.018) G_GAN: 4.592 G_L1: 3.094 D_real: 0.190 D_fake: 0.234 +(epoch: 117, iters: 56144, time: 0.671, data: 0.019) G_GAN: 3.157 G_L1: 4.954 D_real: 0.202 D_fake: 0.193 +(epoch: 117, iters: 56244, time: 0.269, data: 0.020) G_GAN: 2.484 G_L1: 2.766 D_real: 0.171 D_fake: 0.229 +(epoch: 117, iters: 56344, time: 0.301, data: 0.019) G_GAN: 4.168 G_L1: 3.400 D_real: 0.033 D_fake: 0.110 +(epoch: 117, iters: 56444, time: 0.296, data: 0.019) G_GAN: 4.612 G_L1: 3.906 D_real: 0.005 D_fake: 0.031 +(epoch: 117, iters: 56544, time: 0.410, data: 0.018) G_GAN: 4.239 G_L1: 4.423 D_real: 0.143 D_fake: 0.126 +(epoch: 117, iters: 56644, time: 0.298, data: 0.018) G_GAN: 2.811 G_L1: 3.889 D_real: 0.035 D_fake: 0.201 +(epoch: 117, iters: 56744, time: 0.300, data: 0.019) G_GAN: 3.927 G_L1: 4.435 D_real: 0.035 D_fake: 0.073 +(epoch: 117, iters: 56844, time: 0.293, data: 0.020) G_GAN: 2.757 G_L1: 2.149 D_real: 0.209 D_fake: 0.173 +(epoch: 117, iters: 56944, time: 0.408, data: 0.019) G_GAN: 3.292 G_L1: 4.350 D_real: 0.110 D_fake: 0.131 +(epoch: 117, iters: 57044, time: 0.302, data: 0.019) G_GAN: 1.965 G_L1: 5.578 D_real: 0.169 D_fake: 0.422 +(epoch: 117, iters: 57144, time: 0.288, data: 0.018) G_GAN: 5.252 G_L1: 5.427 D_real: 0.042 D_fake: 0.018 +(epoch: 117, iters: 57244, time: 0.298, data: 0.019) G_GAN: 4.005 G_L1: 4.688 D_real: 0.037 D_fake: 0.058 +(epoch: 117, iters: 57344, time: 0.390, data: 0.017) G_GAN: 3.381 G_L1: 2.869 D_real: 0.116 D_fake: 0.226 +(epoch: 117, iters: 57444, time: 0.286, data: 0.017) G_GAN: 3.046 G_L1: 3.555 D_real: 0.127 D_fake: 0.170 +(epoch: 117, iters: 57544, time: 0.302, data: 0.017) G_GAN: 3.564 G_L1: 4.496 D_real: 0.001 D_fake: 0.077 +(epoch: 117, iters: 57644, time: 0.305, data: 0.018) G_GAN: 3.310 G_L1: 2.961 D_real: 0.509 D_fake: 0.080 +(epoch: 117, iters: 57744, time: 0.424, data: 0.018) G_GAN: 4.061 G_L1: 4.319 D_real: 0.006 D_fake: 0.053 +(epoch: 117, iters: 57844, time: 0.276, data: 0.019) G_GAN: 2.754 G_L1: 3.643 D_real: 0.405 D_fake: 0.180 +(epoch: 117, iters: 57944, time: 0.290, data: 0.016) G_GAN: 4.196 G_L1: 3.617 D_real: 0.038 D_fake: 0.072 +(epoch: 117, iters: 58044, time: 0.291, data: 0.017) G_GAN: 3.617 G_L1: 2.690 D_real: 0.294 D_fake: 0.178 +(epoch: 117, iters: 58144, time: 0.660, data: 0.025) G_GAN: 5.493 G_L1: 4.382 D_real: 0.034 D_fake: 0.028 +(epoch: 117, iters: 58244, time: 0.290, data: 0.020) G_GAN: 2.864 G_L1: 3.139 D_real: 0.054 D_fake: 0.182 +(epoch: 117, iters: 58344, time: 0.299, data: 0.019) G_GAN: 3.018 G_L1: 4.909 D_real: 0.090 D_fake: 0.239 +(epoch: 117, iters: 58444, time: 0.296, data: 0.019) G_GAN: 4.245 G_L1: 3.684 D_real: 0.054 D_fake: 0.067 +(epoch: 117, iters: 58544, time: 0.412, data: 0.019) G_GAN: 4.250 G_L1: 3.726 D_real: 0.254 D_fake: 0.049 +(epoch: 117, iters: 58644, time: 0.304, data: 0.020) G_GAN: 3.610 G_L1: 2.697 D_real: 0.060 D_fake: 0.117 +(epoch: 117, iters: 58744, time: 0.303, data: 0.019) G_GAN: 3.427 G_L1: 3.606 D_real: 0.270 D_fake: 0.210 +(epoch: 117, iters: 58844, time: 0.302, data: 0.019) G_GAN: 3.567 G_L1: 4.013 D_real: 0.032 D_fake: 0.109 +(epoch: 117, iters: 58944, time: 0.409, data: 0.021) G_GAN: 3.207 G_L1: 4.250 D_real: 0.194 D_fake: 0.175 +(epoch: 117, iters: 59044, time: 0.299, data: 0.028) G_GAN: 3.294 G_L1: 3.844 D_real: 0.013 D_fake: 0.168 +(epoch: 117, iters: 59144, time: 0.305, data: 0.019) G_GAN: 3.009 G_L1: 5.163 D_real: 0.102 D_fake: 0.238 +(epoch: 117, iters: 59244, time: 0.294, data: 0.020) G_GAN: 4.373 G_L1: 4.033 D_real: 0.305 D_fake: 0.079 +(epoch: 117, iters: 59344, time: 0.423, data: 0.018) G_GAN: 2.674 G_L1: 3.287 D_real: 0.097 D_fake: 0.243 +(epoch: 117, iters: 59444, time: 0.280, data: 0.020) G_GAN: 3.193 G_L1: 4.734 D_real: 0.002 D_fake: 0.267 +(epoch: 117, iters: 59544, time: 0.296, data: 0.020) G_GAN: 2.842 G_L1: 2.916 D_real: 0.328 D_fake: 0.203 +(epoch: 117, iters: 59644, time: 0.295, data: 0.018) G_GAN: 3.530 G_L1: 4.218 D_real: 0.008 D_fake: 0.313 +(epoch: 117, iters: 59744, time: 0.415, data: 0.020) G_GAN: 3.239 G_L1: 2.652 D_real: 0.181 D_fake: 0.181 +(epoch: 117, iters: 59844, time: 0.295, data: 0.018) G_GAN: 3.909 G_L1: 4.089 D_real: 0.011 D_fake: 0.064 +(epoch: 117, iters: 59944, time: 0.299, data: 0.018) G_GAN: 2.463 G_L1: 3.270 D_real: 0.104 D_fake: 0.416 +(epoch: 118, iters: 28, time: 0.305, data: 0.020) G_GAN: 3.063 G_L1: 3.481 D_real: 0.277 D_fake: 0.173 +(epoch: 118, iters: 128, time: 0.603, data: 0.020) G_GAN: 3.306 G_L1: 3.784 D_real: 0.105 D_fake: 0.096 +(epoch: 118, iters: 228, time: 0.311, data: 0.020) G_GAN: 3.966 G_L1: 4.400 D_real: 0.264 D_fake: 0.081 +(epoch: 118, iters: 328, time: 0.300, data: 0.020) G_GAN: 3.424 G_L1: 4.888 D_real: 0.017 D_fake: 0.256 +(epoch: 118, iters: 428, time: 0.298, data: 0.020) G_GAN: 4.283 G_L1: 4.385 D_real: 0.041 D_fake: 0.127 +(epoch: 118, iters: 528, time: 0.414, data: 0.019) G_GAN: 3.775 G_L1: 3.607 D_real: 0.296 D_fake: 0.061 +(epoch: 118, iters: 628, time: 0.306, data: 0.023) G_GAN: 3.536 G_L1: 3.487 D_real: 0.001 D_fake: 0.124 +(epoch: 118, iters: 728, time: 0.293, data: 0.020) G_GAN: 3.219 G_L1: 3.868 D_real: 0.036 D_fake: 0.106 +(epoch: 118, iters: 828, time: 0.301, data: 0.019) G_GAN: 4.400 G_L1: 4.587 D_real: 0.048 D_fake: 0.092 +(epoch: 118, iters: 928, time: 0.403, data: 0.020) G_GAN: 3.894 G_L1: 4.662 D_real: 0.254 D_fake: 0.140 +(epoch: 118, iters: 1028, time: 0.288, data: 0.018) G_GAN: 3.135 G_L1: 7.121 D_real: 0.041 D_fake: 0.109 +(epoch: 118, iters: 1128, time: 0.293, data: 0.018) G_GAN: 3.071 G_L1: 4.341 D_real: 0.353 D_fake: 0.173 +(epoch: 118, iters: 1228, time: 0.300, data: 0.020) G_GAN: 5.126 G_L1: 4.939 D_real: 0.052 D_fake: 0.031 +(epoch: 118, iters: 1328, time: 0.415, data: 0.019) G_GAN: 3.613 G_L1: 3.240 D_real: 0.129 D_fake: 0.113 +(epoch: 118, iters: 1428, time: 0.300, data: 0.022) G_GAN: 2.652 G_L1: 5.068 D_real: 0.113 D_fake: 0.211 +(epoch: 118, iters: 1528, time: 0.297, data: 0.021) G_GAN: 3.309 G_L1: 3.481 D_real: 0.176 D_fake: 0.134 +(epoch: 118, iters: 1628, time: 0.300, data: 0.020) G_GAN: 3.331 G_L1: 3.721 D_real: 0.301 D_fake: 0.117 +(epoch: 118, iters: 1728, time: 0.424, data: 0.020) G_GAN: 5.962 G_L1: 5.488 D_real: 0.145 D_fake: 0.012 +(epoch: 118, iters: 1828, time: 0.294, data: 0.019) G_GAN: 2.954 G_L1: 2.465 D_real: 0.170 D_fake: 0.228 +(epoch: 118, iters: 1928, time: 0.303, data: 0.019) G_GAN: 3.474 G_L1: 3.225 D_real: 0.203 D_fake: 0.112 +(epoch: 118, iters: 2028, time: 0.288, data: 0.021) G_GAN: 3.490 G_L1: 2.829 D_real: 0.172 D_fake: 0.146 +(epoch: 118, iters: 2128, time: 0.667, data: 0.019) G_GAN: 4.007 G_L1: 3.882 D_real: 0.007 D_fake: 0.093 +(epoch: 118, iters: 2228, time: 0.290, data: 0.022) G_GAN: 2.734 G_L1: 3.859 D_real: 0.134 D_fake: 0.220 +(epoch: 118, iters: 2328, time: 0.295, data: 0.019) G_GAN: 3.448 G_L1: 2.810 D_real: 0.817 D_fake: 0.102 +(epoch: 118, iters: 2428, time: 0.293, data: 0.020) G_GAN: 4.129 G_L1: 3.792 D_real: 0.228 D_fake: 0.043 +(epoch: 118, iters: 2528, time: 0.412, data: 0.021) G_GAN: 3.558 G_L1: 6.314 D_real: 0.022 D_fake: 0.120 +(epoch: 118, iters: 2628, time: 0.297, data: 0.019) G_GAN: 2.112 G_L1: 2.742 D_real: 0.149 D_fake: 0.481 +(epoch: 118, iters: 2728, time: 0.294, data: 0.019) G_GAN: 3.684 G_L1: 3.584 D_real: 0.024 D_fake: 0.115 +(epoch: 118, iters: 2828, time: 0.284, data: 0.021) G_GAN: 3.841 G_L1: 2.989 D_real: 0.086 D_fake: 0.052 +(epoch: 118, iters: 2928, time: 0.417, data: 0.018) G_GAN: 4.233 G_L1: 5.629 D_real: 0.003 D_fake: 0.129 +(epoch: 118, iters: 3028, time: 0.303, data: 0.019) G_GAN: 3.504 G_L1: 3.527 D_real: 0.155 D_fake: 0.098 +(epoch: 118, iters: 3128, time: 0.302, data: 0.019) G_GAN: 4.330 G_L1: 3.491 D_real: 0.040 D_fake: 0.038 +(epoch: 118, iters: 3228, time: 0.295, data: 0.021) G_GAN: 4.231 G_L1: 4.114 D_real: 0.139 D_fake: 0.048 +(epoch: 118, iters: 3328, time: 0.405, data: 0.017) G_GAN: 4.318 G_L1: 3.125 D_real: 0.111 D_fake: 0.076 +(epoch: 118, iters: 3428, time: 0.293, data: 0.018) G_GAN: 4.200 G_L1: 3.307 D_real: 0.125 D_fake: 0.059 +(epoch: 118, iters: 3528, time: 0.295, data: 0.018) G_GAN: 3.776 G_L1: 3.965 D_real: 0.100 D_fake: 0.073 +(epoch: 118, iters: 3628, time: 0.298, data: 0.018) G_GAN: 2.861 G_L1: 2.873 D_real: 0.036 D_fake: 0.183 +(epoch: 118, iters: 3728, time: 0.372, data: 0.017) G_GAN: 3.419 G_L1: 2.557 D_real: 0.347 D_fake: 0.153 +(epoch: 118, iters: 3828, time: 0.285, data: 0.017) G_GAN: 2.901 G_L1: 3.512 D_real: 0.176 D_fake: 0.296 +(epoch: 118, iters: 3928, time: 0.287, data: 0.017) G_GAN: 2.873 G_L1: 2.799 D_real: 0.176 D_fake: 0.229 +(epoch: 118, iters: 4028, time: 0.294, data: 0.018) G_GAN: 3.545 G_L1: 3.661 D_real: 0.077 D_fake: 0.112 +(epoch: 118, iters: 4128, time: 0.641, data: 0.019) G_GAN: 4.210 G_L1: 3.680 D_real: 0.121 D_fake: 0.090 +(epoch: 118, iters: 4228, time: 0.279, data: 0.018) G_GAN: 2.696 G_L1: 3.577 D_real: 0.416 D_fake: 0.150 +(epoch: 118, iters: 4328, time: 0.289, data: 0.017) G_GAN: 3.897 G_L1: 4.236 D_real: 0.006 D_fake: 0.086 +(epoch: 118, iters: 4428, time: 0.277, data: 0.017) G_GAN: 3.812 G_L1: 2.992 D_real: 0.212 D_fake: 0.062 +(epoch: 118, iters: 4528, time: 0.383, data: 0.018) G_GAN: 2.525 G_L1: 3.898 D_real: 0.155 D_fake: 0.187 +(epoch: 118, iters: 4628, time: 0.293, data: 0.018) G_GAN: 2.742 G_L1: 2.852 D_real: 0.073 D_fake: 0.169 +(epoch: 118, iters: 4728, time: 0.280, data: 0.018) G_GAN: 3.068 G_L1: 3.642 D_real: 0.086 D_fake: 0.122 +(epoch: 118, iters: 4828, time: 0.286, data: 0.017) G_GAN: 3.280 G_L1: 3.640 D_real: 0.069 D_fake: 0.097 +(epoch: 118, iters: 4928, time: 0.388, data: 0.017) G_GAN: 4.040 G_L1: 3.392 D_real: 0.247 D_fake: 0.069 +(epoch: 118, iters: 5028, time: 0.287, data: 0.016) G_GAN: 4.437 G_L1: 3.507 D_real: 0.185 D_fake: 0.034 +(epoch: 118, iters: 5128, time: 0.286, data: 0.016) G_GAN: 2.577 G_L1: 3.149 D_real: 0.587 D_fake: 0.194 +(epoch: 118, iters: 5228, time: 0.296, data: 0.016) G_GAN: 2.753 G_L1: 2.202 D_real: 0.217 D_fake: 0.423 +(epoch: 118, iters: 5328, time: 0.402, data: 0.019) G_GAN: 2.648 G_L1: 3.454 D_real: 0.123 D_fake: 0.620 +(epoch: 118, iters: 5428, time: 0.291, data: 0.017) G_GAN: 3.193 G_L1: 3.169 D_real: 0.038 D_fake: 0.165 +(epoch: 118, iters: 5528, time: 0.299, data: 0.017) G_GAN: 3.344 G_L1: 2.680 D_real: 0.573 D_fake: 0.107 +(epoch: 118, iters: 5628, time: 0.274, data: 0.017) G_GAN: 2.939 G_L1: 4.014 D_real: 0.268 D_fake: 0.319 +(epoch: 118, iters: 5728, time: 0.363, data: 0.015) G_GAN: 3.153 G_L1: 2.596 D_real: 0.035 D_fake: 0.141 +(epoch: 118, iters: 5828, time: 0.288, data: 0.015) G_GAN: 2.551 G_L1: 3.599 D_real: 0.013 D_fake: 0.235 +(epoch: 118, iters: 5928, time: 0.288, data: 0.016) G_GAN: 3.341 G_L1: 3.378 D_real: 0.219 D_fake: 0.138 +(epoch: 118, iters: 6028, time: 0.283, data: 0.020) G_GAN: 3.460 G_L1: 4.741 D_real: 0.153 D_fake: 0.076 +(epoch: 118, iters: 6128, time: 0.626, data: 0.017) G_GAN: 2.699 G_L1: 2.445 D_real: 0.029 D_fake: 0.161 +(epoch: 118, iters: 6228, time: 0.290, data: 0.015) G_GAN: 3.542 G_L1: 3.493 D_real: 0.013 D_fake: 0.083 +(epoch: 118, iters: 6328, time: 0.276, data: 0.016) G_GAN: 3.531 G_L1: 3.378 D_real: 0.070 D_fake: 0.108 +(epoch: 118, iters: 6428, time: 0.286, data: 0.014) G_GAN: 2.464 G_L1: 4.503 D_real: 0.190 D_fake: 0.342 +(epoch: 118, iters: 6528, time: 0.417, data: 0.019) G_GAN: 4.625 G_L1: 3.653 D_real: 0.304 D_fake: 0.079 +(epoch: 118, iters: 6628, time: 0.281, data: 0.019) G_GAN: 3.476 G_L1: 3.462 D_real: 0.257 D_fake: 0.101 +(epoch: 118, iters: 6728, time: 0.276, data: 0.015) G_GAN: 4.828 G_L1: 5.611 D_real: 0.011 D_fake: 0.033 +(epoch: 118, iters: 6828, time: 0.293, data: 0.017) G_GAN: 3.786 G_L1: 3.701 D_real: 0.209 D_fake: 0.068 +(epoch: 118, iters: 6928, time: 0.388, data: 0.019) G_GAN: 4.118 G_L1: 3.567 D_real: 0.006 D_fake: 0.097 +(epoch: 118, iters: 7028, time: 0.288, data: 0.015) G_GAN: 2.799 G_L1: 4.487 D_real: 0.192 D_fake: 0.213 +(epoch: 118, iters: 7128, time: 0.287, data: 0.018) G_GAN: 4.702 G_L1: 4.005 D_real: 0.307 D_fake: 0.030 +(epoch: 118, iters: 7228, time: 0.283, data: 0.016) G_GAN: 3.589 G_L1: 3.050 D_real: 0.171 D_fake: 0.245 +(epoch: 118, iters: 7328, time: 0.353, data: 0.017) G_GAN: 2.950 G_L1: 3.502 D_real: 0.288 D_fake: 0.227 +(epoch: 118, iters: 7428, time: 0.295, data: 0.016) G_GAN: 2.439 G_L1: 2.933 D_real: 0.278 D_fake: 0.217 +(epoch: 118, iters: 7528, time: 0.284, data: 0.018) G_GAN: 3.608 G_L1: 4.943 D_real: 0.206 D_fake: 0.113 +(epoch: 118, iters: 7628, time: 0.298, data: 0.017) G_GAN: 2.714 G_L1: 3.672 D_real: 0.093 D_fake: 0.185 +(epoch: 118, iters: 7728, time: 0.416, data: 0.019) G_GAN: 2.656 G_L1: 3.295 D_real: 0.140 D_fake: 0.159 +(epoch: 118, iters: 7828, time: 0.295, data: 0.020) G_GAN: 3.999 G_L1: 4.740 D_real: 0.166 D_fake: 0.107 +(epoch: 118, iters: 7928, time: 0.297, data: 0.017) G_GAN: 2.587 G_L1: 5.024 D_real: 0.290 D_fake: 0.186 +(epoch: 118, iters: 8028, time: 0.295, data: 0.018) G_GAN: 2.770 G_L1: 2.777 D_real: 0.162 D_fake: 0.152 +(epoch: 118, iters: 8128, time: 0.603, data: 0.017) G_GAN: 2.619 G_L1: 4.048 D_real: 0.003 D_fake: 0.275 +(epoch: 118, iters: 8228, time: 0.297, data: 0.021) G_GAN: 3.488 G_L1: 3.665 D_real: 0.547 D_fake: 0.093 +(epoch: 118, iters: 8328, time: 0.293, data: 0.019) G_GAN: 2.767 G_L1: 3.867 D_real: 0.245 D_fake: 0.186 +(epoch: 118, iters: 8428, time: 0.301, data: 0.019) G_GAN: 2.971 G_L1: 3.340 D_real: 0.328 D_fake: 0.156 +(epoch: 118, iters: 8528, time: 0.379, data: 0.019) G_GAN: 2.565 G_L1: 3.406 D_real: 0.222 D_fake: 0.186 +(epoch: 118, iters: 8628, time: 0.302, data: 0.019) G_GAN: 2.955 G_L1: 2.495 D_real: 0.092 D_fake: 0.258 +(epoch: 118, iters: 8728, time: 0.277, data: 0.020) G_GAN: 3.462 G_L1: 3.499 D_real: 0.411 D_fake: 0.090 +(epoch: 118, iters: 8828, time: 0.295, data: 0.019) G_GAN: 3.033 G_L1: 3.508 D_real: 0.144 D_fake: 0.164 +(epoch: 118, iters: 8928, time: 0.409, data: 0.019) G_GAN: 4.551 G_L1: 3.496 D_real: 0.350 D_fake: 0.149 +(epoch: 118, iters: 9028, time: 0.298, data: 0.020) G_GAN: 1.845 G_L1: 2.430 D_real: 0.160 D_fake: 0.401 +(epoch: 118, iters: 9128, time: 0.301, data: 0.018) G_GAN: 2.337 G_L1: 3.452 D_real: 0.181 D_fake: 0.218 +(epoch: 118, iters: 9228, time: 0.302, data: 0.021) G_GAN: 4.226 G_L1: 3.751 D_real: 0.095 D_fake: 0.123 +(epoch: 118, iters: 9328, time: 0.416, data: 0.020) G_GAN: 3.771 G_L1: 4.106 D_real: 0.013 D_fake: 0.081 +(epoch: 118, iters: 9428, time: 0.303, data: 0.024) G_GAN: 3.117 G_L1: 2.824 D_real: 0.177 D_fake: 0.131 +(epoch: 118, iters: 9528, time: 0.302, data: 0.019) G_GAN: 3.591 G_L1: 2.804 D_real: 0.318 D_fake: 0.088 +(epoch: 118, iters: 9628, time: 0.303, data: 0.020) G_GAN: 3.924 G_L1: 4.329 D_real: 0.108 D_fake: 0.114 +(epoch: 118, iters: 9728, time: 0.415, data: 0.021) G_GAN: 3.825 G_L1: 2.971 D_real: 0.188 D_fake: 0.259 +(epoch: 118, iters: 9828, time: 0.302, data: 0.018) G_GAN: 4.542 G_L1: 3.216 D_real: 0.003 D_fake: 0.076 +(epoch: 118, iters: 9928, time: 0.301, data: 0.019) G_GAN: 2.852 G_L1: 3.360 D_real: 0.568 D_fake: 0.138 +(epoch: 118, iters: 10028, time: 0.301, data: 0.019) G_GAN: 3.921 G_L1: 3.721 D_real: 0.013 D_fake: 0.085 +(epoch: 118, iters: 10128, time: 0.646, data: 0.020) G_GAN: 2.470 G_L1: 3.052 D_real: 0.186 D_fake: 0.200 +(epoch: 118, iters: 10228, time: 0.304, data: 0.021) G_GAN: 2.342 G_L1: 3.099 D_real: 0.107 D_fake: 0.235 +(epoch: 118, iters: 10328, time: 0.304, data: 0.020) G_GAN: 4.649 G_L1: 4.308 D_real: 0.040 D_fake: 0.043 +(epoch: 118, iters: 10428, time: 0.302, data: 0.022) G_GAN: 3.156 G_L1: 3.468 D_real: 0.001 D_fake: 0.231 +(epoch: 118, iters: 10528, time: 0.416, data: 0.018) G_GAN: 3.100 G_L1: 3.836 D_real: 0.110 D_fake: 0.160 +(epoch: 118, iters: 10628, time: 0.299, data: 0.020) G_GAN: 3.580 G_L1: 3.004 D_real: 0.067 D_fake: 0.088 +(epoch: 118, iters: 10728, time: 0.278, data: 0.019) G_GAN: 2.361 G_L1: 2.688 D_real: 0.082 D_fake: 0.338 +(epoch: 118, iters: 10828, time: 0.299, data: 0.018) G_GAN: 3.467 G_L1: 4.965 D_real: 0.336 D_fake: 0.127 +(epoch: 118, iters: 10928, time: 0.430, data: 0.020) G_GAN: 2.846 G_L1: 7.717 D_real: 0.018 D_fake: 0.202 +(epoch: 118, iters: 11028, time: 0.301, data: 0.020) G_GAN: 2.921 G_L1: 6.118 D_real: 0.185 D_fake: 0.177 +(epoch: 118, iters: 11128, time: 0.300, data: 0.020) G_GAN: 4.708 G_L1: 3.328 D_real: 0.158 D_fake: 0.048 +(epoch: 118, iters: 11228, time: 0.296, data: 0.018) G_GAN: 2.662 G_L1: 4.086 D_real: 0.603 D_fake: 0.163 +(epoch: 118, iters: 11328, time: 0.420, data: 0.019) G_GAN: 2.358 G_L1: 2.921 D_real: 0.023 D_fake: 0.218 +(epoch: 118, iters: 11428, time: 0.303, data: 0.017) G_GAN: 3.427 G_L1: 9.476 D_real: 0.054 D_fake: 0.110 +(epoch: 118, iters: 11528, time: 0.297, data: 0.019) G_GAN: 2.296 G_L1: 3.113 D_real: 0.223 D_fake: 0.263 +(epoch: 118, iters: 11628, time: 0.295, data: 0.020) G_GAN: 2.604 G_L1: 3.340 D_real: 0.253 D_fake: 0.188 +(epoch: 118, iters: 11728, time: 0.421, data: 0.022) G_GAN: 2.654 G_L1: 5.337 D_real: 0.626 D_fake: 0.294 +(epoch: 118, iters: 11828, time: 0.297, data: 0.020) G_GAN: 3.494 G_L1: 3.974 D_real: 0.064 D_fake: 0.137 +(epoch: 118, iters: 11928, time: 0.299, data: 0.018) G_GAN: 3.517 G_L1: 3.702 D_real: 0.027 D_fake: 0.107 +(epoch: 118, iters: 12028, time: 0.298, data: 0.018) G_GAN: 3.454 G_L1: 3.599 D_real: 0.597 D_fake: 0.119 +(epoch: 118, iters: 12128, time: 0.646, data: 0.018) G_GAN: 2.600 G_L1: 3.135 D_real: 0.319 D_fake: 0.179 +(epoch: 118, iters: 12228, time: 0.300, data: 0.017) G_GAN: 2.557 G_L1: 3.361 D_real: 0.002 D_fake: 0.171 +(epoch: 118, iters: 12328, time: 0.301, data: 0.019) G_GAN: 3.554 G_L1: 3.375 D_real: 0.173 D_fake: 0.115 +(epoch: 118, iters: 12428, time: 0.305, data: 0.020) G_GAN: 3.606 G_L1: 4.814 D_real: 0.021 D_fake: 0.086 +(epoch: 118, iters: 12528, time: 0.361, data: 0.019) G_GAN: 2.772 G_L1: 4.515 D_real: 0.172 D_fake: 0.182 +(epoch: 118, iters: 12628, time: 0.303, data: 0.017) G_GAN: 3.541 G_L1: 2.945 D_real: 0.059 D_fake: 0.140 +(epoch: 118, iters: 12728, time: 0.301, data: 0.021) G_GAN: 3.388 G_L1: 3.040 D_real: 0.043 D_fake: 0.103 +(epoch: 118, iters: 12828, time: 0.296, data: 0.019) G_GAN: 2.557 G_L1: 3.518 D_real: 0.275 D_fake: 0.379 +(epoch: 118, iters: 12928, time: 0.399, data: 0.019) G_GAN: 2.991 G_L1: 3.654 D_real: 0.442 D_fake: 0.191 +(epoch: 118, iters: 13028, time: 0.302, data: 0.020) G_GAN: 4.259 G_L1: 2.646 D_real: 0.746 D_fake: 0.135 +(epoch: 118, iters: 13128, time: 0.297, data: 0.020) G_GAN: 2.806 G_L1: 3.152 D_real: 0.032 D_fake: 0.147 +(epoch: 118, iters: 13228, time: 0.287, data: 0.018) G_GAN: 3.632 G_L1: 4.802 D_real: 0.415 D_fake: 0.069 +(epoch: 118, iters: 13328, time: 0.415, data: 0.017) G_GAN: 2.636 G_L1: 3.602 D_real: 0.083 D_fake: 0.206 +(epoch: 118, iters: 13428, time: 0.296, data: 0.017) G_GAN: 3.180 G_L1: 4.548 D_real: 0.067 D_fake: 0.136 +(epoch: 118, iters: 13528, time: 0.277, data: 0.018) G_GAN: 3.397 G_L1: 2.979 D_real: 0.154 D_fake: 0.105 +(epoch: 118, iters: 13628, time: 0.288, data: 0.019) G_GAN: 3.032 G_L1: 3.770 D_real: 0.159 D_fake: 0.135 +(epoch: 118, iters: 13728, time: 0.375, data: 0.019) G_GAN: 2.855 G_L1: 4.032 D_real: 0.035 D_fake: 0.178 +(epoch: 118, iters: 13828, time: 0.284, data: 0.017) G_GAN: 3.832 G_L1: 3.350 D_real: 0.063 D_fake: 0.058 +(epoch: 118, iters: 13928, time: 0.287, data: 0.018) G_GAN: 2.710 G_L1: 3.444 D_real: 0.283 D_fake: 0.280 +(epoch: 118, iters: 14028, time: 0.289, data: 0.016) G_GAN: 3.887 G_L1: 2.518 D_real: 0.205 D_fake: 0.064 +(epoch: 118, iters: 14128, time: 0.635, data: 0.018) G_GAN: 2.779 G_L1: 2.748 D_real: 0.115 D_fake: 0.233 +(epoch: 118, iters: 14228, time: 0.284, data: 0.016) G_GAN: 4.623 G_L1: 4.103 D_real: 0.291 D_fake: 0.054 +(epoch: 118, iters: 14328, time: 0.287, data: 0.016) G_GAN: 4.357 G_L1: 4.078 D_real: 0.038 D_fake: 0.055 +(epoch: 118, iters: 14428, time: 0.299, data: 0.017) G_GAN: 3.568 G_L1: 3.069 D_real: 0.016 D_fake: 0.115 +(epoch: 118, iters: 14528, time: 0.414, data: 0.018) G_GAN: 3.406 G_L1: 3.274 D_real: 0.853 D_fake: 0.100 +(epoch: 118, iters: 14628, time: 0.296, data: 0.018) G_GAN: 2.760 G_L1: 4.041 D_real: 0.042 D_fake: 0.172 +(epoch: 118, iters: 14728, time: 0.285, data: 0.020) G_GAN: 4.238 G_L1: 4.176 D_real: 0.128 D_fake: 0.092 +(epoch: 118, iters: 14828, time: 0.296, data: 0.017) G_GAN: 3.769 G_L1: 3.142 D_real: 0.474 D_fake: 0.052 +(epoch: 118, iters: 14928, time: 0.413, data: 0.019) G_GAN: 2.195 G_L1: 4.601 D_real: 0.371 D_fake: 0.308 +(epoch: 118, iters: 15028, time: 0.285, data: 0.018) G_GAN: 3.295 G_L1: 4.698 D_real: 0.008 D_fake: 0.154 +(epoch: 118, iters: 15128, time: 0.291, data: 0.018) G_GAN: 2.861 G_L1: 3.044 D_real: 0.143 D_fake: 0.171 +(epoch: 118, iters: 15228, time: 0.286, data: 0.022) G_GAN: 2.501 G_L1: 2.299 D_real: 0.157 D_fake: 0.196 +(epoch: 118, iters: 15328, time: 0.397, data: 0.021) G_GAN: 2.608 G_L1: 3.727 D_real: 0.246 D_fake: 0.172 +(epoch: 118, iters: 15428, time: 0.286, data: 0.018) G_GAN: 4.884 G_L1: 3.558 D_real: 0.013 D_fake: 0.056 +(epoch: 118, iters: 15528, time: 0.290, data: 0.018) G_GAN: 3.718 G_L1: 4.019 D_real: 0.050 D_fake: 0.070 +(epoch: 118, iters: 15628, time: 0.286, data: 0.019) G_GAN: 2.053 G_L1: 2.971 D_real: 0.115 D_fake: 0.423 +(epoch: 118, iters: 15728, time: 0.373, data: 0.019) G_GAN: 3.465 G_L1: 3.651 D_real: 0.806 D_fake: 0.098 +(epoch: 118, iters: 15828, time: 0.292, data: 0.020) G_GAN: 3.001 G_L1: 3.270 D_real: 0.236 D_fake: 0.166 +(epoch: 118, iters: 15928, time: 0.292, data: 0.018) G_GAN: 2.975 G_L1: 2.553 D_real: 0.168 D_fake: 0.158 +(epoch: 118, iters: 16028, time: 0.296, data: 0.021) G_GAN: 3.206 G_L1: 3.148 D_real: 0.056 D_fake: 0.232 +(epoch: 118, iters: 16128, time: 0.598, data: 0.022) G_GAN: 2.473 G_L1: 1.942 D_real: 0.204 D_fake: 0.248 +(epoch: 118, iters: 16228, time: 0.287, data: 0.019) G_GAN: 3.865 G_L1: 3.850 D_real: 0.002 D_fake: 0.111 +(epoch: 118, iters: 16328, time: 0.295, data: 0.020) G_GAN: 3.658 G_L1: 3.056 D_real: 0.139 D_fake: 0.087 +(epoch: 118, iters: 16428, time: 0.297, data: 0.019) G_GAN: 4.322 G_L1: 3.266 D_real: 0.057 D_fake: 0.058 +(epoch: 118, iters: 16528, time: 0.371, data: 0.018) G_GAN: 3.884 G_L1: 3.594 D_real: 0.514 D_fake: 0.101 +(epoch: 118, iters: 16628, time: 0.294, data: 0.018) G_GAN: 3.271 G_L1: 3.704 D_real: 0.050 D_fake: 0.209 +(epoch: 118, iters: 16728, time: 0.298, data: 0.018) G_GAN: 4.191 G_L1: 3.018 D_real: 0.217 D_fake: 0.136 +(epoch: 118, iters: 16828, time: 0.299, data: 0.017) G_GAN: 3.807 G_L1: 2.778 D_real: 0.054 D_fake: 0.108 +(epoch: 118, iters: 16928, time: 0.383, data: 0.018) G_GAN: 4.674 G_L1: 4.208 D_real: 0.189 D_fake: 0.055 +(epoch: 118, iters: 17028, time: 0.296, data: 0.020) G_GAN: 3.808 G_L1: 3.261 D_real: 0.029 D_fake: 0.075 +(epoch: 118, iters: 17128, time: 0.288, data: 0.018) G_GAN: 2.643 G_L1: 2.874 D_real: 0.281 D_fake: 0.486 +(epoch: 118, iters: 17228, time: 0.296, data: 0.017) G_GAN: 2.317 G_L1: 4.055 D_real: 0.109 D_fake: 0.364 +(epoch: 118, iters: 17328, time: 0.411, data: 0.019) G_GAN: 4.158 G_L1: 3.637 D_real: 0.017 D_fake: 0.062 +(epoch: 118, iters: 17428, time: 0.297, data: 0.018) G_GAN: 2.939 G_L1: 3.844 D_real: 0.055 D_fake: 0.137 +(epoch: 118, iters: 17528, time: 0.297, data: 0.016) G_GAN: 2.978 G_L1: 2.585 D_real: 0.218 D_fake: 0.294 +(epoch: 118, iters: 17628, time: 0.281, data: 0.019) G_GAN: 3.361 G_L1: 4.055 D_real: 0.154 D_fake: 0.090 +(epoch: 118, iters: 17728, time: 0.404, data: 0.017) G_GAN: 3.402 G_L1: 3.989 D_real: 0.086 D_fake: 0.119 +(epoch: 118, iters: 17828, time: 0.287, data: 0.020) G_GAN: 3.335 G_L1: 5.417 D_real: 0.053 D_fake: 0.198 +(epoch: 118, iters: 17928, time: 0.295, data: 0.019) G_GAN: 2.735 G_L1: 3.523 D_real: 0.123 D_fake: 0.313 +(epoch: 118, iters: 18028, time: 0.281, data: 0.018) G_GAN: 3.466 G_L1: 3.039 D_real: 0.133 D_fake: 0.254 +(epoch: 118, iters: 18128, time: 0.670, data: 0.019) G_GAN: 3.165 G_L1: 4.010 D_real: 0.029 D_fake: 0.134 +(epoch: 118, iters: 18228, time: 0.303, data: 0.021) G_GAN: 3.429 G_L1: 3.947 D_real: 0.099 D_fake: 0.097 +(epoch: 118, iters: 18328, time: 0.296, data: 0.020) G_GAN: 4.508 G_L1: 5.104 D_real: 0.186 D_fake: 0.076 +(epoch: 118, iters: 18428, time: 0.305, data: 0.019) G_GAN: 2.477 G_L1: 3.492 D_real: 0.680 D_fake: 0.224 +(epoch: 118, iters: 18528, time: 0.411, data: 0.021) G_GAN: 5.076 G_L1: 4.111 D_real: 0.080 D_fake: 0.113 +(epoch: 118, iters: 18628, time: 0.295, data: 0.020) G_GAN: 3.910 G_L1: 3.110 D_real: 0.369 D_fake: 0.102 +(epoch: 118, iters: 18728, time: 0.308, data: 0.018) G_GAN: 3.988 G_L1: 2.343 D_real: 0.384 D_fake: 0.061 +(epoch: 118, iters: 18828, time: 0.292, data: 0.019) G_GAN: 3.347 G_L1: 3.961 D_real: 0.038 D_fake: 0.105 +(epoch: 118, iters: 18928, time: 0.400, data: 0.019) G_GAN: 4.582 G_L1: 3.086 D_real: 0.031 D_fake: 0.038 +(epoch: 118, iters: 19028, time: 0.298, data: 0.019) G_GAN: 3.774 G_L1: 5.168 D_real: 0.132 D_fake: 0.110 +(epoch: 118, iters: 19128, time: 0.299, data: 0.019) G_GAN: 4.171 G_L1: 6.517 D_real: 0.033 D_fake: 0.120 +(epoch: 118, iters: 19228, time: 0.307, data: 0.019) G_GAN: 2.070 G_L1: 3.090 D_real: 0.726 D_fake: 0.256 +(epoch: 118, iters: 19328, time: 0.416, data: 0.020) G_GAN: 3.274 G_L1: 2.501 D_real: 0.186 D_fake: 0.147 +(epoch: 118, iters: 19428, time: 0.303, data: 0.019) G_GAN: 3.588 G_L1: 3.160 D_real: 0.005 D_fake: 0.170 +(epoch: 118, iters: 19528, time: 0.295, data: 0.019) G_GAN: 2.978 G_L1: 4.259 D_real: 0.103 D_fake: 0.195 +(epoch: 118, iters: 19628, time: 0.299, data: 0.019) G_GAN: 3.671 G_L1: 3.909 D_real: 0.020 D_fake: 0.089 +(epoch: 118, iters: 19728, time: 0.406, data: 0.019) G_GAN: 3.383 G_L1: 3.582 D_real: 0.081 D_fake: 0.141 +(epoch: 118, iters: 19828, time: 0.302, data: 0.020) G_GAN: 3.574 G_L1: 3.336 D_real: 0.022 D_fake: 0.097 +(epoch: 118, iters: 19928, time: 0.305, data: 0.020) G_GAN: 2.529 G_L1: 2.968 D_real: 0.475 D_fake: 0.364 +(epoch: 118, iters: 20028, time: 0.299, data: 0.019) G_GAN: 4.286 G_L1: 5.391 D_real: 0.614 D_fake: 0.059 +(epoch: 118, iters: 20128, time: 0.655, data: 0.020) G_GAN: 2.697 G_L1: 3.065 D_real: 0.215 D_fake: 0.378 +(epoch: 118, iters: 20228, time: 0.308, data: 0.019) G_GAN: 3.947 G_L1: 3.037 D_real: 0.050 D_fake: 0.049 +(epoch: 118, iters: 20328, time: 0.287, data: 0.020) G_GAN: 2.750 G_L1: 4.185 D_real: 0.036 D_fake: 0.255 +(epoch: 118, iters: 20428, time: 0.291, data: 0.017) G_GAN: 3.052 G_L1: 4.265 D_real: 0.238 D_fake: 0.160 +(epoch: 118, iters: 20528, time: 0.389, data: 0.017) G_GAN: 4.178 G_L1: 3.053 D_real: 0.085 D_fake: 0.038 +(epoch: 118, iters: 20628, time: 0.284, data: 0.018) G_GAN: 3.044 G_L1: 3.088 D_real: 0.156 D_fake: 0.144 +(epoch: 118, iters: 20728, time: 0.282, data: 0.018) G_GAN: 2.917 G_L1: 3.891 D_real: 0.024 D_fake: 0.274 +(epoch: 118, iters: 20828, time: 0.304, data: 0.023) G_GAN: 2.658 G_L1: 4.498 D_real: 0.197 D_fake: 0.216 +(epoch: 118, iters: 20928, time: 0.426, data: 0.019) G_GAN: 3.082 G_L1: 3.296 D_real: 0.036 D_fake: 0.143 +(epoch: 118, iters: 21028, time: 0.307, data: 0.020) G_GAN: 3.852 G_L1: 3.879 D_real: 0.148 D_fake: 0.059 +(epoch: 118, iters: 21128, time: 0.305, data: 0.027) G_GAN: 2.315 G_L1: 2.932 D_real: 0.451 D_fake: 0.271 +(epoch: 118, iters: 21228, time: 0.304, data: 0.019) G_GAN: 2.535 G_L1: 2.754 D_real: 0.304 D_fake: 0.268 +(epoch: 118, iters: 21328, time: 0.414, data: 0.020) G_GAN: 3.350 G_L1: 5.377 D_real: 0.090 D_fake: 0.176 +(epoch: 118, iters: 21428, time: 0.297, data: 0.018) G_GAN: 4.025 G_L1: 4.843 D_real: 0.157 D_fake: 0.123 +(epoch: 118, iters: 21528, time: 0.301, data: 0.020) G_GAN: 3.613 G_L1: 4.587 D_real: 0.087 D_fake: 0.128 +(epoch: 118, iters: 21628, time: 0.307, data: 0.021) G_GAN: 3.333 G_L1: 2.875 D_real: 0.036 D_fake: 0.153 +(epoch: 118, iters: 21728, time: 0.427, data: 0.019) G_GAN: 2.805 G_L1: 2.649 D_real: 1.018 D_fake: 0.182 +(epoch: 118, iters: 21828, time: 0.301, data: 0.021) G_GAN: 2.969 G_L1: 7.606 D_real: 0.281 D_fake: 0.131 +(epoch: 118, iters: 21928, time: 0.309, data: 0.018) G_GAN: 3.605 G_L1: 3.674 D_real: 0.116 D_fake: 0.130 +(epoch: 118, iters: 22028, time: 0.303, data: 0.020) G_GAN: 3.326 G_L1: 3.575 D_real: 0.010 D_fake: 0.141 +(epoch: 118, iters: 22128, time: 0.600, data: 0.027) G_GAN: 2.815 G_L1: 2.610 D_real: 0.229 D_fake: 0.146 +(epoch: 118, iters: 22228, time: 0.301, data: 0.017) G_GAN: 2.739 G_L1: 3.037 D_real: 0.025 D_fake: 0.176 +(epoch: 118, iters: 22328, time: 0.303, data: 0.023) G_GAN: 3.314 G_L1: 3.527 D_real: 0.003 D_fake: 0.159 +(epoch: 118, iters: 22428, time: 0.300, data: 0.021) G_GAN: 2.892 G_L1: 2.118 D_real: 0.168 D_fake: 0.158 +(epoch: 118, iters: 22528, time: 0.382, data: 0.021) G_GAN: 2.617 G_L1: 3.085 D_real: 0.295 D_fake: 0.218 +(epoch: 118, iters: 22628, time: 0.307, data: 0.019) G_GAN: 2.513 G_L1: 4.646 D_real: 0.166 D_fake: 0.242 +(epoch: 118, iters: 22728, time: 0.292, data: 0.019) G_GAN: 2.691 G_L1: 3.700 D_real: 0.344 D_fake: 0.273 +(epoch: 118, iters: 22828, time: 0.300, data: 0.019) G_GAN: 2.514 G_L1: 2.441 D_real: 0.138 D_fake: 0.204 +(epoch: 118, iters: 22928, time: 0.396, data: 0.019) G_GAN: 3.895 G_L1: 2.878 D_real: 0.258 D_fake: 0.051 +(epoch: 118, iters: 23028, time: 0.285, data: 0.018) G_GAN: 3.905 G_L1: 3.637 D_real: 0.457 D_fake: 0.151 +(epoch: 118, iters: 23128, time: 0.305, data: 0.019) G_GAN: 3.996 G_L1: 4.887 D_real: 0.432 D_fake: 0.065 +(epoch: 118, iters: 23228, time: 0.302, data: 0.020) G_GAN: 2.880 G_L1: 3.215 D_real: 0.061 D_fake: 0.143 +(epoch: 118, iters: 23328, time: 0.409, data: 0.020) G_GAN: 3.091 G_L1: 3.292 D_real: 0.669 D_fake: 0.197 +(epoch: 118, iters: 23428, time: 0.302, data: 0.019) G_GAN: 3.389 G_L1: 4.092 D_real: 0.192 D_fake: 0.157 +(epoch: 118, iters: 23528, time: 0.295, data: 0.020) G_GAN: 3.334 G_L1: 3.158 D_real: 0.187 D_fake: 0.115 +(epoch: 118, iters: 23628, time: 0.306, data: 0.019) G_GAN: 3.942 G_L1: 5.871 D_real: 0.096 D_fake: 0.049 +(epoch: 118, iters: 23728, time: 0.383, data: 0.020) G_GAN: 2.218 G_L1: 2.882 D_real: 0.258 D_fake: 0.243 +(epoch: 118, iters: 23828, time: 0.302, data: 0.019) G_GAN: 3.060 G_L1: 4.041 D_real: 0.127 D_fake: 0.119 +(epoch: 118, iters: 23928, time: 0.304, data: 0.018) G_GAN: 2.726 G_L1: 3.366 D_real: 0.145 D_fake: 0.173 +(epoch: 118, iters: 24028, time: 0.287, data: 0.020) G_GAN: 2.620 G_L1: 4.252 D_real: 0.193 D_fake: 0.216 +(epoch: 118, iters: 24128, time: 0.616, data: 0.020) G_GAN: 4.155 G_L1: 3.275 D_real: 0.062 D_fake: 0.054 +(epoch: 118, iters: 24228, time: 0.306, data: 0.020) G_GAN: 4.808 G_L1: 3.797 D_real: 0.030 D_fake: 0.081 +(epoch: 118, iters: 24328, time: 0.293, data: 0.020) G_GAN: 2.738 G_L1: 6.831 D_real: 0.157 D_fake: 0.315 +(epoch: 118, iters: 24428, time: 0.291, data: 0.017) G_GAN: 2.994 G_L1: 4.216 D_real: 0.106 D_fake: 0.124 +(epoch: 118, iters: 24528, time: 0.413, data: 0.018) G_GAN: 2.429 G_L1: 3.835 D_real: 0.485 D_fake: 0.219 +(epoch: 118, iters: 24628, time: 0.302, data: 0.018) G_GAN: 3.214 G_L1: 3.460 D_real: 0.342 D_fake: 0.198 +(epoch: 118, iters: 24728, time: 0.304, data: 0.019) G_GAN: 2.845 G_L1: 3.228 D_real: 0.278 D_fake: 0.139 +(epoch: 118, iters: 24828, time: 0.302, data: 0.020) G_GAN: 2.608 G_L1: 3.782 D_real: 0.183 D_fake: 0.174 +(epoch: 118, iters: 24928, time: 0.392, data: 0.020) G_GAN: 3.895 G_L1: 3.843 D_real: 0.215 D_fake: 0.106 +(epoch: 118, iters: 25028, time: 0.288, data: 0.019) G_GAN: 3.218 G_L1: 3.731 D_real: 0.183 D_fake: 0.099 +(epoch: 118, iters: 25128, time: 0.305, data: 0.019) G_GAN: 3.035 G_L1: 2.791 D_real: 0.204 D_fake: 0.134 +(epoch: 118, iters: 25228, time: 0.298, data: 0.022) G_GAN: 3.176 G_L1: 3.881 D_real: 0.022 D_fake: 0.143 +(epoch: 118, iters: 25328, time: 0.431, data: 0.020) G_GAN: 4.357 G_L1: 4.454 D_real: 0.088 D_fake: 0.067 +(epoch: 118, iters: 25428, time: 0.306, data: 0.020) G_GAN: 2.950 G_L1: 2.750 D_real: 0.065 D_fake: 0.114 +(epoch: 118, iters: 25528, time: 0.303, data: 0.020) G_GAN: 2.190 G_L1: 3.394 D_real: 0.160 D_fake: 0.472 +(epoch: 118, iters: 25628, time: 0.301, data: 0.022) G_GAN: 3.465 G_L1: 3.554 D_real: 0.025 D_fake: 0.136 +(epoch: 118, iters: 25728, time: 0.418, data: 0.019) G_GAN: 2.723 G_L1: 3.163 D_real: 0.146 D_fake: 0.237 +(epoch: 118, iters: 25828, time: 0.304, data: 0.019) G_GAN: 3.661 G_L1: 4.312 D_real: 0.139 D_fake: 0.084 +(epoch: 118, iters: 25928, time: 0.296, data: 0.019) G_GAN: 2.247 G_L1: 3.173 D_real: 0.042 D_fake: 0.237 +(epoch: 118, iters: 26028, time: 0.304, data: 0.020) G_GAN: 3.581 G_L1: 5.037 D_real: 0.048 D_fake: 0.107 +(epoch: 118, iters: 26128, time: 0.631, data: 0.021) G_GAN: 2.795 G_L1: 3.325 D_real: 0.007 D_fake: 0.199 +(epoch: 118, iters: 26228, time: 0.303, data: 0.019) G_GAN: 3.134 G_L1: 3.025 D_real: 0.680 D_fake: 0.180 +(epoch: 118, iters: 26328, time: 0.299, data: 0.020) G_GAN: 2.707 G_L1: 3.661 D_real: 0.314 D_fake: 0.178 +(epoch: 118, iters: 26428, time: 0.292, data: 0.020) G_GAN: 3.499 G_L1: 3.099 D_real: 0.020 D_fake: 0.094 +(epoch: 118, iters: 26528, time: 0.427, data: 0.020) G_GAN: 2.747 G_L1: 4.090 D_real: 0.418 D_fake: 0.255 +(epoch: 118, iters: 26628, time: 0.289, data: 0.021) G_GAN: 6.174 G_L1: 4.944 D_real: 0.022 D_fake: 0.055 +(epoch: 118, iters: 26728, time: 0.292, data: 0.019) G_GAN: 4.326 G_L1: 3.299 D_real: 0.030 D_fake: 0.102 +(epoch: 118, iters: 26828, time: 0.296, data: 0.019) G_GAN: 3.478 G_L1: 3.320 D_real: 0.142 D_fake: 0.099 +(epoch: 118, iters: 26928, time: 0.415, data: 0.019) G_GAN: 3.806 G_L1: 3.029 D_real: 0.343 D_fake: 0.081 +(epoch: 118, iters: 27028, time: 0.301, data: 0.018) G_GAN: 3.258 G_L1: 5.634 D_real: 0.112 D_fake: 0.209 +(epoch: 118, iters: 27128, time: 0.302, data: 0.021) G_GAN: 2.969 G_L1: 3.800 D_real: 0.532 D_fake: 0.140 +(epoch: 118, iters: 27228, time: 0.294, data: 0.018) G_GAN: 3.517 G_L1: 3.770 D_real: 0.162 D_fake: 0.159 +(epoch: 118, iters: 27328, time: 0.423, data: 0.020) G_GAN: 3.233 G_L1: 5.122 D_real: 0.020 D_fake: 0.193 +(epoch: 118, iters: 27428, time: 0.301, data: 0.020) G_GAN: 3.103 G_L1: 3.681 D_real: 0.355 D_fake: 0.159 +(epoch: 118, iters: 27528, time: 0.294, data: 0.018) G_GAN: 2.622 G_L1: 2.637 D_real: 0.286 D_fake: 0.241 +(epoch: 118, iters: 27628, time: 0.298, data: 0.018) G_GAN: 2.786 G_L1: 2.567 D_real: 0.100 D_fake: 0.213 +(epoch: 118, iters: 27728, time: 0.430, data: 0.020) G_GAN: 3.647 G_L1: 4.830 D_real: 0.133 D_fake: 0.200 +(epoch: 118, iters: 27828, time: 0.304, data: 0.019) G_GAN: 4.724 G_L1: 3.240 D_real: 0.005 D_fake: 0.029 +(epoch: 118, iters: 27928, time: 0.301, data: 0.021) G_GAN: 2.828 G_L1: 4.345 D_real: 0.321 D_fake: 0.262 +(epoch: 118, iters: 28028, time: 0.293, data: 0.019) G_GAN: 2.471 G_L1: 3.899 D_real: 0.117 D_fake: 0.201 +(epoch: 118, iters: 28128, time: 0.659, data: 0.019) G_GAN: 2.491 G_L1: 3.679 D_real: 0.180 D_fake: 0.204 +(epoch: 118, iters: 28228, time: 0.301, data: 0.020) G_GAN: 2.403 G_L1: 3.507 D_real: 0.376 D_fake: 0.227 +(epoch: 118, iters: 28328, time: 0.307, data: 0.019) G_GAN: 2.463 G_L1: 2.364 D_real: 0.382 D_fake: 0.320 +(epoch: 118, iters: 28428, time: 0.291, data: 0.020) G_GAN: 3.903 G_L1: 2.825 D_real: 0.359 D_fake: 0.074 +(epoch: 118, iters: 28528, time: 0.409, data: 0.019) G_GAN: 2.629 G_L1: 2.905 D_real: 0.475 D_fake: 0.193 +(epoch: 118, iters: 28628, time: 0.300, data: 0.019) G_GAN: 2.890 G_L1: 2.542 D_real: 0.030 D_fake: 0.174 +(epoch: 118, iters: 28728, time: 0.293, data: 0.019) G_GAN: 3.231 G_L1: 2.673 D_real: 0.197 D_fake: 0.112 +(epoch: 118, iters: 28828, time: 0.303, data: 0.019) G_GAN: 3.466 G_L1: 4.286 D_real: 0.063 D_fake: 0.095 +(epoch: 118, iters: 28928, time: 0.390, data: 0.021) G_GAN: 2.853 G_L1: 2.349 D_real: 0.138 D_fake: 0.131 +(epoch: 118, iters: 29028, time: 0.287, data: 0.020) G_GAN: 2.628 G_L1: 3.500 D_real: 0.001 D_fake: 0.227 +(epoch: 118, iters: 29128, time: 0.305, data: 0.018) G_GAN: 2.426 G_L1: 3.279 D_real: 0.201 D_fake: 0.204 +(epoch: 118, iters: 29228, time: 0.298, data: 0.019) G_GAN: 5.146 G_L1: 3.290 D_real: 0.164 D_fake: 0.019 +(epoch: 118, iters: 29328, time: 0.417, data: 0.019) G_GAN: 3.333 G_L1: 4.294 D_real: 0.023 D_fake: 0.154 +(epoch: 118, iters: 29428, time: 0.306, data: 0.020) G_GAN: 4.300 G_L1: 2.848 D_real: 0.281 D_fake: 0.043 +(epoch: 118, iters: 29528, time: 0.302, data: 0.019) G_GAN: 1.846 G_L1: 3.274 D_real: 0.098 D_fake: 0.549 +(epoch: 118, iters: 29628, time: 0.297, data: 0.020) G_GAN: 4.797 G_L1: 4.004 D_real: 0.150 D_fake: 0.030 +(epoch: 118, iters: 29728, time: 0.384, data: 0.020) G_GAN: 2.900 G_L1: 3.503 D_real: 0.013 D_fake: 0.175 +(epoch: 118, iters: 29828, time: 0.293, data: 0.019) G_GAN: 3.982 G_L1: 4.265 D_real: 0.346 D_fake: 0.048 +(epoch: 118, iters: 29928, time: 0.294, data: 0.018) G_GAN: 3.826 G_L1: 5.175 D_real: 0.099 D_fake: 0.073 +(epoch: 118, iters: 30028, time: 0.298, data: 0.018) G_GAN: 2.543 G_L1: 3.460 D_real: 0.255 D_fake: 0.248 +(epoch: 118, iters: 30128, time: 0.657, data: 0.020) G_GAN: 5.214 G_L1: 6.102 D_real: 0.125 D_fake: 0.111 +(epoch: 118, iters: 30228, time: 0.304, data: 0.025) G_GAN: 4.104 G_L1: 2.327 D_real: 0.078 D_fake: 0.071 +(epoch: 118, iters: 30328, time: 0.299, data: 0.019) G_GAN: 3.197 G_L1: 4.369 D_real: 0.128 D_fake: 0.151 +(epoch: 118, iters: 30428, time: 0.304, data: 0.031) G_GAN: 3.697 G_L1: 4.251 D_real: 0.223 D_fake: 0.069 +(epoch: 118, iters: 30528, time: 0.417, data: 0.019) G_GAN: 2.783 G_L1: 2.484 D_real: 0.168 D_fake: 0.162 +(epoch: 118, iters: 30628, time: 0.302, data: 0.019) G_GAN: 4.240 G_L1: 6.267 D_real: 0.073 D_fake: 0.637 +(epoch: 118, iters: 30728, time: 0.307, data: 0.021) G_GAN: 2.249 G_L1: 4.238 D_real: 0.282 D_fake: 0.337 +(epoch: 118, iters: 30828, time: 0.297, data: 0.019) G_GAN: 4.642 G_L1: 3.238 D_real: 0.402 D_fake: 0.154 +(epoch: 118, iters: 30928, time: 0.414, data: 0.018) G_GAN: 2.069 G_L1: 3.430 D_real: 0.116 D_fake: 0.312 +(epoch: 118, iters: 31028, time: 0.303, data: 0.018) G_GAN: 3.406 G_L1: 3.759 D_real: 0.182 D_fake: 0.113 +(epoch: 118, iters: 31128, time: 0.306, data: 0.020) G_GAN: 2.957 G_L1: 4.285 D_real: 0.260 D_fake: 0.191 +(epoch: 118, iters: 31228, time: 0.302, data: 0.019) G_GAN: 3.210 G_L1: 3.350 D_real: 0.021 D_fake: 0.101 +(epoch: 118, iters: 31328, time: 0.413, data: 0.022) G_GAN: 3.263 G_L1: 3.405 D_real: 0.222 D_fake: 0.192 +(epoch: 118, iters: 31428, time: 0.294, data: 0.017) G_GAN: 3.754 G_L1: 3.060 D_real: 0.126 D_fake: 0.064 +(epoch: 118, iters: 31528, time: 0.304, data: 0.020) G_GAN: 2.831 G_L1: 4.319 D_real: 0.249 D_fake: 0.205 +(epoch: 118, iters: 31628, time: 0.302, data: 0.020) G_GAN: 3.985 G_L1: 4.933 D_real: 0.137 D_fake: 0.063 +(epoch: 118, iters: 31728, time: 0.418, data: 0.019) G_GAN: 3.318 G_L1: 4.269 D_real: 0.167 D_fake: 0.174 +(epoch: 118, iters: 31828, time: 0.294, data: 0.021) G_GAN: 3.664 G_L1: 1.960 D_real: 0.113 D_fake: 0.128 +(epoch: 118, iters: 31928, time: 0.297, data: 0.019) G_GAN: 3.805 G_L1: 3.869 D_real: 0.381 D_fake: 0.069 +(epoch: 118, iters: 32028, time: 0.301, data: 0.020) G_GAN: 2.948 G_L1: 3.731 D_real: 0.156 D_fake: 0.160 +(epoch: 118, iters: 32128, time: 0.669, data: 0.020) G_GAN: 2.679 G_L1: 2.905 D_real: 0.597 D_fake: 0.264 +(epoch: 118, iters: 32228, time: 0.307, data: 0.021) G_GAN: 1.938 G_L1: 4.947 D_real: 0.036 D_fake: 0.541 +(epoch: 118, iters: 32328, time: 0.296, data: 0.020) G_GAN: 3.431 G_L1: 3.251 D_real: 0.320 D_fake: 0.106 +(epoch: 118, iters: 32428, time: 0.289, data: 0.019) G_GAN: 4.290 G_L1: 3.497 D_real: 0.095 D_fake: 0.054 +(epoch: 118, iters: 32528, time: 0.413, data: 0.021) G_GAN: 3.226 G_L1: 7.782 D_real: 0.114 D_fake: 0.223 +(epoch: 118, iters: 32628, time: 0.293, data: 0.023) G_GAN: 3.977 G_L1: 4.474 D_real: 0.342 D_fake: 0.064 +(epoch: 118, iters: 32728, time: 0.303, data: 0.021) G_GAN: 3.519 G_L1: 2.755 D_real: 0.170 D_fake: 0.390 +(epoch: 118, iters: 32828, time: 0.301, data: 0.020) G_GAN: 3.211 G_L1: 3.147 D_real: 0.461 D_fake: 0.141 +(epoch: 118, iters: 32928, time: 0.417, data: 0.020) G_GAN: 3.119 G_L1: 3.381 D_real: 0.116 D_fake: 0.138 +(epoch: 118, iters: 33028, time: 0.296, data: 0.023) G_GAN: 3.113 G_L1: 2.767 D_real: 0.096 D_fake: 0.104 +(epoch: 118, iters: 33128, time: 0.303, data: 0.018) G_GAN: 3.198 G_L1: 3.725 D_real: 0.067 D_fake: 0.141 +(epoch: 118, iters: 33228, time: 0.297, data: 0.019) G_GAN: 3.985 G_L1: 4.576 D_real: 0.000 D_fake: 0.050 +(epoch: 118, iters: 33328, time: 0.368, data: 0.018) G_GAN: 3.157 G_L1: 2.877 D_real: 0.402 D_fake: 0.141 +(epoch: 118, iters: 33428, time: 0.296, data: 0.017) G_GAN: 2.936 G_L1: 3.618 D_real: 0.263 D_fake: 0.130 +(epoch: 118, iters: 33528, time: 0.299, data: 0.018) G_GAN: 2.988 G_L1: 3.790 D_real: 0.094 D_fake: 0.167 +(epoch: 118, iters: 33628, time: 0.299, data: 0.020) G_GAN: 5.052 G_L1: 3.839 D_real: 0.138 D_fake: 0.147 +(epoch: 118, iters: 33728, time: 0.412, data: 0.022) G_GAN: 3.567 G_L1: 5.236 D_real: 0.153 D_fake: 0.066 +(epoch: 118, iters: 33828, time: 0.296, data: 0.019) G_GAN: 3.783 G_L1: 5.121 D_real: 0.022 D_fake: 0.093 +(epoch: 118, iters: 33928, time: 0.300, data: 0.019) G_GAN: 4.224 G_L1: 2.905 D_real: 0.052 D_fake: 0.038 +(epoch: 118, iters: 34028, time: 0.307, data: 0.019) G_GAN: 3.039 G_L1: 2.905 D_real: 0.014 D_fake: 0.142 +(epoch: 118, iters: 34128, time: 0.656, data: 0.021) G_GAN: 2.805 G_L1: 3.295 D_real: 0.039 D_fake: 0.155 +(epoch: 118, iters: 34228, time: 0.295, data: 0.020) G_GAN: 3.266 G_L1: 3.940 D_real: 0.359 D_fake: 0.106 +(epoch: 118, iters: 34328, time: 0.300, data: 0.019) G_GAN: 3.787 G_L1: 3.247 D_real: 0.135 D_fake: 0.071 +(epoch: 118, iters: 34428, time: 0.293, data: 0.021) G_GAN: 3.378 G_L1: 2.381 D_real: 0.357 D_fake: 0.083 +(epoch: 118, iters: 34528, time: 0.405, data: 0.019) G_GAN: 2.999 G_L1: 2.951 D_real: 0.121 D_fake: 0.181 +(epoch: 118, iters: 34628, time: 0.309, data: 0.019) G_GAN: 3.501 G_L1: 2.714 D_real: 0.100 D_fake: 0.142 +(epoch: 118, iters: 34728, time: 0.294, data: 0.021) G_GAN: 4.500 G_L1: 4.457 D_real: 0.060 D_fake: 0.041 +(epoch: 118, iters: 34828, time: 0.299, data: 0.019) G_GAN: 3.516 G_L1: 3.717 D_real: 0.038 D_fake: 0.079 +(epoch: 118, iters: 34928, time: 0.407, data: 0.018) G_GAN: 2.337 G_L1: 3.553 D_real: 0.140 D_fake: 0.346 +(epoch: 118, iters: 35028, time: 0.302, data: 0.021) G_GAN: 4.819 G_L1: 3.838 D_real: 0.158 D_fake: 0.043 +(epoch: 118, iters: 35128, time: 0.303, data: 0.019) G_GAN: 3.169 G_L1: 2.951 D_real: 0.214 D_fake: 0.114 +(epoch: 118, iters: 35228, time: 0.293, data: 0.020) G_GAN: 2.823 G_L1: 4.221 D_real: 0.198 D_fake: 0.137 +(epoch: 118, iters: 35328, time: 0.423, data: 0.018) G_GAN: 1.945 G_L1: 2.984 D_real: 0.143 D_fake: 0.463 +(epoch: 118, iters: 35428, time: 0.299, data: 0.019) G_GAN: 1.730 G_L1: 2.798 D_real: 0.047 D_fake: 0.471 +(epoch: 118, iters: 35528, time: 0.301, data: 0.019) G_GAN: 3.322 G_L1: 3.575 D_real: 0.079 D_fake: 0.144 +(epoch: 118, iters: 35628, time: 0.293, data: 0.019) G_GAN: 2.432 G_L1: 2.078 D_real: 0.438 D_fake: 0.242 +(epoch: 118, iters: 35728, time: 0.409, data: 0.018) G_GAN: 3.248 G_L1: 3.269 D_real: 0.169 D_fake: 0.090 +(epoch: 118, iters: 35828, time: 0.297, data: 0.017) G_GAN: 2.350 G_L1: 2.349 D_real: 0.031 D_fake: 0.299 +(epoch: 118, iters: 35928, time: 0.295, data: 0.019) G_GAN: 3.718 G_L1: 3.927 D_real: 0.351 D_fake: 0.075 +(epoch: 118, iters: 36028, time: 0.287, data: 0.017) G_GAN: 2.956 G_L1: 2.950 D_real: 0.485 D_fake: 0.156 +(epoch: 118, iters: 36128, time: 0.650, data: 0.020) G_GAN: 2.954 G_L1: 3.392 D_real: 0.074 D_fake: 0.138 +(epoch: 118, iters: 36228, time: 0.303, data: 0.017) G_GAN: 3.239 G_L1: 3.990 D_real: 0.220 D_fake: 0.148 +(epoch: 118, iters: 36328, time: 0.300, data: 0.020) G_GAN: 2.901 G_L1: 2.092 D_real: 0.300 D_fake: 0.238 +(epoch: 118, iters: 36428, time: 0.306, data: 0.019) G_GAN: 1.712 G_L1: 2.889 D_real: 0.104 D_fake: 0.416 +(epoch: 118, iters: 36528, time: 0.423, data: 0.020) G_GAN: 2.552 G_L1: 3.879 D_real: 0.027 D_fake: 0.576 +(epoch: 118, iters: 36628, time: 0.305, data: 0.020) G_GAN: 2.305 G_L1: 3.168 D_real: 0.126 D_fake: 0.518 +(epoch: 118, iters: 36728, time: 0.307, data: 0.019) G_GAN: 3.341 G_L1: 3.957 D_real: 0.298 D_fake: 0.157 +(epoch: 118, iters: 36828, time: 0.297, data: 0.022) G_GAN: 2.485 G_L1: 3.748 D_real: 0.192 D_fake: 0.300 +(epoch: 118, iters: 36928, time: 0.414, data: 0.018) G_GAN: 3.058 G_L1: 4.306 D_real: 0.107 D_fake: 0.206 +(epoch: 118, iters: 37028, time: 0.290, data: 0.020) G_GAN: 2.902 G_L1: 3.669 D_real: 0.153 D_fake: 0.157 +(epoch: 118, iters: 37128, time: 0.303, data: 0.017) G_GAN: 4.396 G_L1: 4.151 D_real: 0.002 D_fake: 0.047 +(epoch: 118, iters: 37228, time: 0.290, data: 0.020) G_GAN: 2.639 G_L1: 3.396 D_real: 0.034 D_fake: 0.182 +(epoch: 118, iters: 37328, time: 0.420, data: 0.018) G_GAN: 3.246 G_L1: 5.543 D_real: 0.027 D_fake: 0.264 +(epoch: 118, iters: 37428, time: 0.294, data: 0.019) G_GAN: 3.183 G_L1: 4.288 D_real: 0.034 D_fake: 0.128 +(epoch: 118, iters: 37528, time: 0.295, data: 0.019) G_GAN: 3.816 G_L1: 5.389 D_real: 0.232 D_fake: 0.249 +(epoch: 118, iters: 37628, time: 0.294, data: 0.019) G_GAN: 3.461 G_L1: 2.873 D_real: 0.042 D_fake: 0.085 +(epoch: 118, iters: 37728, time: 0.421, data: 0.019) G_GAN: 3.609 G_L1: 3.395 D_real: 0.053 D_fake: 0.134 +(epoch: 118, iters: 37828, time: 0.296, data: 0.019) G_GAN: 2.448 G_L1: 1.824 D_real: 0.521 D_fake: 0.284 +(epoch: 118, iters: 37928, time: 0.301, data: 0.020) G_GAN: 3.726 G_L1: 3.568 D_real: 0.571 D_fake: 0.059 +(epoch: 118, iters: 38028, time: 0.294, data: 0.018) G_GAN: 3.624 G_L1: 2.813 D_real: 0.043 D_fake: 0.083 +(epoch: 118, iters: 38128, time: 0.647, data: 0.021) G_GAN: 3.158 G_L1: 3.896 D_real: 0.010 D_fake: 0.117 +(epoch: 118, iters: 38228, time: 0.300, data: 0.019) G_GAN: 1.575 G_L1: 3.641 D_real: 0.208 D_fake: 0.495 +(epoch: 118, iters: 38328, time: 0.299, data: 0.020) G_GAN: 2.795 G_L1: 4.053 D_real: 0.000 D_fake: 0.211 +(epoch: 118, iters: 38428, time: 0.295, data: 0.018) G_GAN: 3.361 G_L1: 5.587 D_real: 0.000 D_fake: 0.272 +(epoch: 118, iters: 38528, time: 0.408, data: 0.020) G_GAN: 3.531 G_L1: 5.111 D_real: 0.067 D_fake: 0.112 +(epoch: 118, iters: 38628, time: 0.298, data: 0.019) G_GAN: 3.550 G_L1: 3.044 D_real: 0.222 D_fake: 0.145 +(epoch: 118, iters: 38728, time: 0.301, data: 0.020) G_GAN: 3.163 G_L1: 2.781 D_real: 0.133 D_fake: 0.118 +(epoch: 118, iters: 38828, time: 0.295, data: 0.020) G_GAN: 3.424 G_L1: 2.336 D_real: 0.148 D_fake: 0.120 +(epoch: 118, iters: 38928, time: 0.417, data: 0.018) G_GAN: 3.672 G_L1: 3.143 D_real: 0.319 D_fake: 0.122 +(epoch: 118, iters: 39028, time: 0.290, data: 0.019) G_GAN: 3.983 G_L1: 3.098 D_real: 0.212 D_fake: 0.069 +(epoch: 118, iters: 39128, time: 0.304, data: 0.019) G_GAN: 2.144 G_L1: 3.139 D_real: 0.005 D_fake: 0.301 +(epoch: 118, iters: 39228, time: 0.294, data: 0.022) G_GAN: 3.428 G_L1: 2.953 D_real: 0.134 D_fake: 0.110 +(epoch: 118, iters: 39328, time: 0.381, data: 0.021) G_GAN: 3.235 G_L1: 2.828 D_real: 0.031 D_fake: 0.199 +(epoch: 118, iters: 39428, time: 0.298, data: 0.019) G_GAN: 3.668 G_L1: 4.082 D_real: 0.163 D_fake: 0.086 +(epoch: 118, iters: 39528, time: 0.299, data: 0.020) G_GAN: 2.703 G_L1: 4.468 D_real: 0.296 D_fake: 0.199 +(epoch: 118, iters: 39628, time: 0.293, data: 0.019) G_GAN: 3.336 G_L1: 5.342 D_real: 0.086 D_fake: 0.207 +(epoch: 118, iters: 39728, time: 0.390, data: 0.019) G_GAN: 3.462 G_L1: 4.428 D_real: 0.224 D_fake: 0.100 +(epoch: 118, iters: 39828, time: 0.296, data: 0.019) G_GAN: 3.876 G_L1: 6.079 D_real: 0.368 D_fake: 0.065 +(epoch: 118, iters: 39928, time: 0.299, data: 0.021) G_GAN: 2.374 G_L1: 2.712 D_real: 0.063 D_fake: 0.269 +(epoch: 118, iters: 40028, time: 0.311, data: 0.020) G_GAN: 2.868 G_L1: 3.147 D_real: 0.027 D_fake: 0.209 +(epoch: 118, iters: 40128, time: 0.661, data: 0.021) G_GAN: 2.813 G_L1: 2.698 D_real: 0.165 D_fake: 0.166 +(epoch: 118, iters: 40228, time: 0.292, data: 0.021) G_GAN: 2.780 G_L1: 3.291 D_real: 0.115 D_fake: 0.150 +(epoch: 118, iters: 40328, time: 0.291, data: 0.021) G_GAN: 3.404 G_L1: 3.046 D_real: 0.192 D_fake: 0.076 +(epoch: 118, iters: 40428, time: 0.284, data: 0.018) G_GAN: 3.840 G_L1: 3.010 D_real: 0.017 D_fake: 0.084 +(epoch: 118, iters: 40528, time: 0.412, data: 0.017) G_GAN: 3.963 G_L1: 3.456 D_real: 0.000 D_fake: 0.065 +(epoch: 118, iters: 40628, time: 0.305, data: 0.017) G_GAN: 2.911 G_L1: 5.894 D_real: 0.024 D_fake: 0.185 +(epoch: 118, iters: 40728, time: 0.300, data: 0.019) G_GAN: 2.984 G_L1: 5.025 D_real: 0.390 D_fake: 0.224 +(epoch: 118, iters: 40828, time: 0.298, data: 0.020) G_GAN: 3.938 G_L1: 3.084 D_real: 0.075 D_fake: 0.096 +(epoch: 118, iters: 40928, time: 0.413, data: 0.018) G_GAN: 3.055 G_L1: 4.324 D_real: 0.141 D_fake: 0.318 +(epoch: 118, iters: 41028, time: 0.295, data: 0.016) G_GAN: 3.551 G_L1: 3.166 D_real: 0.986 D_fake: 0.218 +(epoch: 118, iters: 41128, time: 0.287, data: 0.019) G_GAN: 3.431 G_L1: 3.057 D_real: 0.167 D_fake: 0.091 +(epoch: 118, iters: 41228, time: 0.286, data: 0.019) G_GAN: 3.390 G_L1: 3.571 D_real: 0.003 D_fake: 0.208 +(epoch: 118, iters: 41328, time: 0.406, data: 0.017) G_GAN: 4.035 G_L1: 4.880 D_real: 0.263 D_fake: 0.101 +(epoch: 118, iters: 41428, time: 0.303, data: 0.019) G_GAN: 2.379 G_L1: 3.593 D_real: 0.154 D_fake: 0.249 +(epoch: 118, iters: 41528, time: 0.283, data: 0.019) G_GAN: 3.330 G_L1: 3.943 D_real: 0.012 D_fake: 0.226 +(epoch: 118, iters: 41628, time: 0.296, data: 0.019) G_GAN: 3.261 G_L1: 3.721 D_real: 0.039 D_fake: 0.172 +(epoch: 118, iters: 41728, time: 0.426, data: 0.020) G_GAN: 3.312 G_L1: 3.034 D_real: 0.056 D_fake: 0.158 +(epoch: 118, iters: 41828, time: 0.288, data: 0.018) G_GAN: 3.826 G_L1: 2.829 D_real: 0.059 D_fake: 0.125 +(epoch: 118, iters: 41928, time: 0.303, data: 0.018) G_GAN: 3.329 G_L1: 2.637 D_real: 0.258 D_fake: 0.086 +(epoch: 118, iters: 42028, time: 0.291, data: 0.018) G_GAN: 3.063 G_L1: 3.900 D_real: 0.348 D_fake: 0.154 +(epoch: 118, iters: 42128, time: 0.656, data: 0.019) G_GAN: 2.763 G_L1: 4.884 D_real: 0.027 D_fake: 0.223 +(epoch: 118, iters: 42228, time: 0.292, data: 0.024) G_GAN: 1.992 G_L1: 3.632 D_real: 0.184 D_fake: 0.315 +(epoch: 118, iters: 42328, time: 0.299, data: 0.018) G_GAN: 2.700 G_L1: 3.689 D_real: 0.025 D_fake: 0.149 +(epoch: 118, iters: 42428, time: 0.300, data: 0.020) G_GAN: 3.010 G_L1: 3.675 D_real: 0.059 D_fake: 0.185 +(epoch: 118, iters: 42528, time: 0.411, data: 0.020) G_GAN: 3.130 G_L1: 2.807 D_real: 0.106 D_fake: 0.206 +(epoch: 118, iters: 42628, time: 0.306, data: 0.019) G_GAN: 2.671 G_L1: 3.077 D_real: 0.069 D_fake: 0.243 +(epoch: 118, iters: 42728, time: 0.294, data: 0.020) G_GAN: 3.984 G_L1: 3.339 D_real: 0.239 D_fake: 0.048 +(epoch: 118, iters: 42828, time: 0.305, data: 0.019) G_GAN: 4.302 G_L1: 2.684 D_real: 0.015 D_fake: 0.109 +(epoch: 118, iters: 42928, time: 0.390, data: 0.020) G_GAN: 3.413 G_L1: 5.078 D_real: 0.163 D_fake: 0.217 +(epoch: 118, iters: 43028, time: 0.304, data: 0.015) G_GAN: 3.659 G_L1: 3.596 D_real: 0.657 D_fake: 0.074 +(epoch: 118, iters: 43128, time: 0.302, data: 0.023) G_GAN: 1.917 G_L1: 2.850 D_real: 0.398 D_fake: 0.313 +(epoch: 118, iters: 43228, time: 0.292, data: 0.019) G_GAN: 3.266 G_L1: 4.067 D_real: 0.073 D_fake: 0.146 +(epoch: 118, iters: 43328, time: 0.384, data: 0.021) G_GAN: 3.750 G_L1: 3.012 D_real: 0.453 D_fake: 0.051 +(epoch: 118, iters: 43428, time: 0.302, data: 0.018) G_GAN: 2.810 G_L1: 3.009 D_real: 0.070 D_fake: 0.156 +(epoch: 118, iters: 43528, time: 0.301, data: 0.019) G_GAN: 2.863 G_L1: 3.424 D_real: 0.088 D_fake: 0.178 +(epoch: 118, iters: 43628, time: 0.290, data: 0.019) G_GAN: 3.405 G_L1: 6.894 D_real: 0.173 D_fake: 0.146 +(epoch: 118, iters: 43728, time: 0.420, data: 0.018) G_GAN: 3.105 G_L1: 2.864 D_real: 0.902 D_fake: 0.104 +(epoch: 118, iters: 43828, time: 0.297, data: 0.020) G_GAN: 2.733 G_L1: 3.967 D_real: 0.026 D_fake: 0.246 +(epoch: 118, iters: 43928, time: 0.295, data: 0.020) G_GAN: 3.894 G_L1: 4.574 D_real: 0.016 D_fake: 0.053 +(epoch: 118, iters: 44028, time: 0.304, data: 0.019) G_GAN: 3.400 G_L1: 3.128 D_real: 0.227 D_fake: 0.095 +(epoch: 118, iters: 44128, time: 0.703, data: 0.020) G_GAN: 4.082 G_L1: 4.389 D_real: 0.004 D_fake: 0.048 +(epoch: 118, iters: 44228, time: 0.296, data: 0.021) G_GAN: 3.290 G_L1: 2.505 D_real: 0.316 D_fake: 0.185 +(epoch: 118, iters: 44328, time: 0.304, data: 0.019) G_GAN: 5.197 G_L1: 6.087 D_real: 0.043 D_fake: 0.032 +(epoch: 118, iters: 44428, time: 0.296, data: 0.020) G_GAN: 2.570 G_L1: 4.336 D_real: 0.187 D_fake: 0.212 +(epoch: 118, iters: 44528, time: 0.418, data: 0.019) G_GAN: 3.430 G_L1: 3.232 D_real: 0.505 D_fake: 0.140 +(epoch: 118, iters: 44628, time: 0.307, data: 0.019) G_GAN: 2.997 G_L1: 3.848 D_real: 0.549 D_fake: 0.144 +(epoch: 118, iters: 44728, time: 0.296, data: 0.023) G_GAN: 4.033 G_L1: 3.762 D_real: 0.206 D_fake: 0.043 +(epoch: 118, iters: 44828, time: 0.295, data: 0.019) G_GAN: 2.775 G_L1: 3.256 D_real: 0.162 D_fake: 0.172 +(epoch: 118, iters: 44928, time: 0.391, data: 0.019) G_GAN: 3.656 G_L1: 2.966 D_real: 0.667 D_fake: 0.064 +(epoch: 118, iters: 45028, time: 0.305, data: 0.020) G_GAN: 3.968 G_L1: 3.361 D_real: 0.035 D_fake: 0.122 +(epoch: 118, iters: 45128, time: 0.296, data: 0.020) G_GAN: 3.340 G_L1: 3.355 D_real: 0.064 D_fake: 0.134 +(epoch: 118, iters: 45228, time: 0.305, data: 0.020) G_GAN: 2.972 G_L1: 3.696 D_real: 0.079 D_fake: 0.126 +(epoch: 118, iters: 45328, time: 0.421, data: 0.021) G_GAN: 4.800 G_L1: 4.269 D_real: 0.090 D_fake: 0.056 +(epoch: 118, iters: 45428, time: 0.293, data: 0.018) G_GAN: 2.701 G_L1: 3.093 D_real: 0.145 D_fake: 0.351 +(epoch: 118, iters: 45528, time: 0.294, data: 0.018) G_GAN: 2.929 G_L1: 4.459 D_real: 0.065 D_fake: 0.179 +(epoch: 118, iters: 45628, time: 0.297, data: 0.020) G_GAN: 2.724 G_L1: 3.942 D_real: 0.037 D_fake: 0.155 +(epoch: 118, iters: 45728, time: 0.424, data: 0.021) G_GAN: 2.099 G_L1: 4.667 D_real: 0.282 D_fake: 0.812 +(epoch: 118, iters: 45828, time: 0.300, data: 0.019) G_GAN: 2.853 G_L1: 3.641 D_real: 0.118 D_fake: 0.317 +(epoch: 118, iters: 45928, time: 0.305, data: 0.018) G_GAN: 2.589 G_L1: 7.350 D_real: 0.000 D_fake: 0.230 +(epoch: 118, iters: 46028, time: 0.296, data: 0.021) G_GAN: 3.497 G_L1: 4.189 D_real: 0.044 D_fake: 0.093 +(epoch: 118, iters: 46128, time: 0.661, data: 0.020) G_GAN: 3.018 G_L1: 5.308 D_real: 0.077 D_fake: 0.211 +(epoch: 118, iters: 46228, time: 0.298, data: 0.018) G_GAN: 3.766 G_L1: 3.798 D_real: 0.008 D_fake: 0.088 +(epoch: 118, iters: 46328, time: 0.294, data: 0.020) G_GAN: 4.006 G_L1: 5.293 D_real: 0.271 D_fake: 0.072 +(epoch: 118, iters: 46428, time: 0.299, data: 0.020) G_GAN: 3.168 G_L1: 4.496 D_real: 0.150 D_fake: 0.144 +(epoch: 118, iters: 46528, time: 0.407, data: 0.020) G_GAN: 2.938 G_L1: 2.636 D_real: 0.044 D_fake: 0.140 +(epoch: 118, iters: 46628, time: 0.307, data: 0.020) G_GAN: 3.759 G_L1: 3.812 D_real: 0.122 D_fake: 0.071 +(epoch: 118, iters: 46728, time: 0.308, data: 0.020) G_GAN: 3.388 G_L1: 4.024 D_real: 0.288 D_fake: 0.110 +(epoch: 118, iters: 46828, time: 0.303, data: 0.020) G_GAN: 2.276 G_L1: 2.826 D_real: 0.209 D_fake: 0.307 +(epoch: 118, iters: 46928, time: 0.384, data: 0.019) G_GAN: 3.566 G_L1: 2.669 D_real: 0.173 D_fake: 0.107 +(epoch: 118, iters: 47028, time: 0.304, data: 0.019) G_GAN: 4.639 G_L1: 3.973 D_real: 0.182 D_fake: 0.038 +(epoch: 118, iters: 47128, time: 0.302, data: 0.020) G_GAN: 3.786 G_L1: 2.969 D_real: 0.085 D_fake: 0.092 +(epoch: 118, iters: 47228, time: 0.300, data: 0.023) G_GAN: 3.119 G_L1: 4.444 D_real: 0.002 D_fake: 0.173 +(epoch: 118, iters: 47328, time: 0.428, data: 0.021) G_GAN: 4.483 G_L1: 3.746 D_real: 0.363 D_fake: 0.122 +(epoch: 118, iters: 47428, time: 0.303, data: 0.022) G_GAN: 2.824 G_L1: 4.586 D_real: 0.093 D_fake: 0.347 +(epoch: 118, iters: 47528, time: 0.302, data: 0.019) G_GAN: 3.832 G_L1: 4.731 D_real: 0.030 D_fake: 0.156 +(epoch: 118, iters: 47628, time: 0.303, data: 0.018) G_GAN: 3.011 G_L1: 4.875 D_real: 0.281 D_fake: 0.137 +(epoch: 118, iters: 47728, time: 0.425, data: 0.019) G_GAN: 2.147 G_L1: 3.412 D_real: 0.346 D_fake: 0.380 +(epoch: 118, iters: 47828, time: 0.304, data: 0.018) G_GAN: 3.208 G_L1: 2.511 D_real: 0.368 D_fake: 0.133 +(epoch: 118, iters: 47928, time: 0.291, data: 0.019) G_GAN: 4.214 G_L1: 2.963 D_real: 0.042 D_fake: 0.040 +(epoch: 118, iters: 48028, time: 0.295, data: 0.019) G_GAN: 3.789 G_L1: 3.838 D_real: 0.034 D_fake: 0.084 +(epoch: 118, iters: 48128, time: 0.677, data: 0.020) G_GAN: 3.557 G_L1: 4.474 D_real: 0.171 D_fake: 0.138 +(epoch: 118, iters: 48228, time: 0.303, data: 0.021) G_GAN: 3.977 G_L1: 3.118 D_real: 0.517 D_fake: 0.150 +(epoch: 118, iters: 48328, time: 0.293, data: 0.019) G_GAN: 2.321 G_L1: 4.092 D_real: 0.007 D_fake: 0.465 +(epoch: 118, iters: 48428, time: 0.299, data: 0.018) G_GAN: 3.312 G_L1: 5.441 D_real: 0.014 D_fake: 0.098 +(epoch: 118, iters: 48528, time: 0.386, data: 0.019) G_GAN: 3.250 G_L1: 2.624 D_real: 0.002 D_fake: 0.117 +(epoch: 118, iters: 48628, time: 0.292, data: 0.018) G_GAN: 3.436 G_L1: 3.877 D_real: 0.049 D_fake: 0.101 +(epoch: 118, iters: 48728, time: 0.292, data: 0.019) G_GAN: 2.376 G_L1: 3.118 D_real: 0.282 D_fake: 0.368 +(epoch: 118, iters: 48828, time: 0.306, data: 0.019) G_GAN: 3.252 G_L1: 4.183 D_real: 0.259 D_fake: 0.200 +(epoch: 118, iters: 48928, time: 0.418, data: 0.021) G_GAN: 4.231 G_L1: 4.256 D_real: 0.063 D_fake: 0.097 +(epoch: 118, iters: 49028, time: 0.291, data: 0.020) G_GAN: 3.013 G_L1: 2.953 D_real: 0.739 D_fake: 0.213 +(epoch: 118, iters: 49128, time: 0.293, data: 0.019) G_GAN: 2.916 G_L1: 2.522 D_real: 0.327 D_fake: 0.127 +(epoch: 118, iters: 49228, time: 0.286, data: 0.020) G_GAN: 2.399 G_L1: 2.400 D_real: 0.454 D_fake: 0.348 +(epoch: 118, iters: 49328, time: 0.387, data: 0.020) G_GAN: 4.836 G_L1: 3.397 D_real: 0.134 D_fake: 0.025 +(epoch: 118, iters: 49428, time: 0.289, data: 0.021) G_GAN: 3.198 G_L1: 2.750 D_real: 0.020 D_fake: 0.163 +(epoch: 118, iters: 49528, time: 0.296, data: 0.017) G_GAN: 2.721 G_L1: 2.888 D_real: 0.324 D_fake: 0.151 +(epoch: 118, iters: 49628, time: 0.304, data: 0.020) G_GAN: 5.735 G_L1: 3.890 D_real: 0.029 D_fake: 0.049 +(epoch: 118, iters: 49728, time: 0.402, data: 0.020) G_GAN: 2.627 G_L1: 4.358 D_real: 0.730 D_fake: 0.255 +(epoch: 118, iters: 49828, time: 0.296, data: 0.021) G_GAN: 3.823 G_L1: 3.038 D_real: 0.052 D_fake: 0.128 +(epoch: 118, iters: 49928, time: 0.288, data: 0.019) G_GAN: 3.228 G_L1: 4.630 D_real: 0.171 D_fake: 0.095 +(epoch: 118, iters: 50028, time: 0.305, data: 0.020) G_GAN: 2.958 G_L1: 4.250 D_real: 0.150 D_fake: 0.180 +(epoch: 118, iters: 50128, time: 0.687, data: 0.019) G_GAN: 3.318 G_L1: 4.017 D_real: 0.046 D_fake: 0.254 +(epoch: 118, iters: 50228, time: 0.303, data: 0.020) G_GAN: 2.360 G_L1: 3.398 D_real: 0.879 D_fake: 0.276 +(epoch: 118, iters: 50328, time: 0.293, data: 0.020) G_GAN: 3.131 G_L1: 2.528 D_real: 0.347 D_fake: 0.189 +(epoch: 118, iters: 50428, time: 0.305, data: 0.019) G_GAN: 3.610 G_L1: 7.543 D_real: 0.096 D_fake: 0.111 +(epoch: 118, iters: 50528, time: 0.396, data: 0.020) G_GAN: 2.848 G_L1: 3.107 D_real: 0.609 D_fake: 0.159 +(epoch: 118, iters: 50628, time: 0.288, data: 0.018) G_GAN: 3.922 G_L1: 4.072 D_real: 0.318 D_fake: 0.248 +(epoch: 118, iters: 50728, time: 0.294, data: 0.018) G_GAN: 3.447 G_L1: 3.248 D_real: 0.136 D_fake: 0.114 +(epoch: 118, iters: 50828, time: 0.290, data: 0.020) G_GAN: 3.030 G_L1: 2.753 D_real: 0.204 D_fake: 0.162 +(epoch: 118, iters: 50928, time: 0.411, data: 0.019) G_GAN: 3.238 G_L1: 3.071 D_real: 0.619 D_fake: 0.141 +(epoch: 118, iters: 51028, time: 0.303, data: 0.018) G_GAN: 4.175 G_L1: 3.321 D_real: 0.042 D_fake: 0.061 +(epoch: 118, iters: 51128, time: 0.291, data: 0.019) G_GAN: 2.697 G_L1: 3.452 D_real: 0.049 D_fake: 0.171 +(epoch: 118, iters: 51228, time: 0.301, data: 0.019) G_GAN: 3.127 G_L1: 3.012 D_real: 0.184 D_fake: 0.124 +(epoch: 118, iters: 51328, time: 0.419, data: 0.019) G_GAN: 2.903 G_L1: 2.622 D_real: 0.234 D_fake: 0.149 +(epoch: 118, iters: 51428, time: 0.295, data: 0.020) G_GAN: 1.838 G_L1: 2.667 D_real: 0.692 D_fake: 0.316 +(epoch: 118, iters: 51528, time: 0.299, data: 0.019) G_GAN: 4.036 G_L1: 3.810 D_real: 0.001 D_fake: 0.040 +(epoch: 118, iters: 51628, time: 0.301, data: 0.021) G_GAN: 2.377 G_L1: 5.417 D_real: 0.162 D_fake: 0.266 +(epoch: 118, iters: 51728, time: 0.414, data: 0.019) G_GAN: 3.520 G_L1: 3.229 D_real: 0.575 D_fake: 0.123 +(epoch: 118, iters: 51828, time: 0.301, data: 0.018) G_GAN: 4.225 G_L1: 4.602 D_real: 0.491 D_fake: 0.051 +(epoch: 118, iters: 51928, time: 0.290, data: 0.021) G_GAN: 3.872 G_L1: 2.932 D_real: 0.091 D_fake: 0.046 +(epoch: 118, iters: 52028, time: 0.304, data: 0.018) G_GAN: 2.801 G_L1: 2.642 D_real: 0.097 D_fake: 0.158 +(epoch: 118, iters: 52128, time: 0.683, data: 0.021) G_GAN: 3.049 G_L1: 3.446 D_real: 0.431 D_fake: 0.111 +(epoch: 118, iters: 52228, time: 0.298, data: 0.019) G_GAN: 2.429 G_L1: 5.507 D_real: 0.070 D_fake: 0.297 +(epoch: 118, iters: 52328, time: 0.299, data: 0.018) G_GAN: 3.139 G_L1: 4.357 D_real: 0.698 D_fake: 0.168 +(epoch: 118, iters: 52428, time: 0.304, data: 0.019) G_GAN: 3.466 G_L1: 3.227 D_real: 0.159 D_fake: 0.141 +(epoch: 118, iters: 52528, time: 0.415, data: 0.020) G_GAN: 5.514 G_L1: 5.218 D_real: 0.253 D_fake: 0.037 +(epoch: 118, iters: 52628, time: 0.300, data: 0.017) G_GAN: 3.596 G_L1: 3.840 D_real: 0.012 D_fake: 0.081 +(epoch: 118, iters: 52728, time: 0.301, data: 0.019) G_GAN: 4.772 G_L1: 5.430 D_real: 0.031 D_fake: 0.033 +(epoch: 118, iters: 52828, time: 0.280, data: 0.021) G_GAN: 4.179 G_L1: 3.919 D_real: 0.052 D_fake: 0.076 +(epoch: 118, iters: 52928, time: 0.413, data: 0.018) G_GAN: 3.240 G_L1: 5.760 D_real: 0.123 D_fake: 0.158 +(epoch: 118, iters: 53028, time: 0.292, data: 0.018) G_GAN: 2.454 G_L1: 2.441 D_real: 0.158 D_fake: 0.195 +(epoch: 118, iters: 53128, time: 0.288, data: 0.019) G_GAN: 2.939 G_L1: 3.551 D_real: 0.301 D_fake: 0.133 +(epoch: 118, iters: 53228, time: 0.296, data: 0.019) G_GAN: 2.782 G_L1: 2.130 D_real: 0.953 D_fake: 0.224 +(epoch: 118, iters: 53328, time: 0.416, data: 0.020) G_GAN: 3.452 G_L1: 3.557 D_real: 0.209 D_fake: 0.089 +(epoch: 118, iters: 53428, time: 0.306, data: 0.019) G_GAN: 3.164 G_L1: 4.613 D_real: 0.399 D_fake: 0.197 +(epoch: 118, iters: 53528, time: 0.305, data: 0.020) G_GAN: 2.502 G_L1: 3.237 D_real: 0.004 D_fake: 0.388 +(epoch: 118, iters: 53628, time: 0.297, data: 0.019) G_GAN: 2.492 G_L1: 2.303 D_real: 0.116 D_fake: 0.357 +(epoch: 118, iters: 53728, time: 0.404, data: 0.019) G_GAN: 3.698 G_L1: 5.209 D_real: 0.163 D_fake: 0.406 +(epoch: 118, iters: 53828, time: 0.303, data: 0.018) G_GAN: 2.923 G_L1: 3.127 D_real: 0.176 D_fake: 0.235 +(epoch: 118, iters: 53928, time: 0.293, data: 0.021) G_GAN: 2.121 G_L1: 2.959 D_real: 0.021 D_fake: 0.279 +(epoch: 118, iters: 54028, time: 0.294, data: 0.019) G_GAN: 3.277 G_L1: 3.559 D_real: 0.231 D_fake: 0.123 +(epoch: 118, iters: 54128, time: 0.705, data: 0.019) G_GAN: 4.279 G_L1: 4.060 D_real: 0.025 D_fake: 0.061 +(epoch: 118, iters: 54228, time: 0.290, data: 0.019) G_GAN: 5.058 G_L1: 2.740 D_real: 0.178 D_fake: 0.027 +(epoch: 118, iters: 54328, time: 0.301, data: 0.020) G_GAN: 3.603 G_L1: 3.373 D_real: 0.155 D_fake: 0.106 +(epoch: 118, iters: 54428, time: 0.292, data: 0.019) G_GAN: 4.274 G_L1: 3.957 D_real: 0.021 D_fake: 0.099 +(epoch: 118, iters: 54528, time: 0.381, data: 0.019) G_GAN: 2.945 G_L1: 3.608 D_real: 0.201 D_fake: 0.128 +(epoch: 118, iters: 54628, time: 0.293, data: 0.019) G_GAN: 4.037 G_L1: 4.014 D_real: 0.002 D_fake: 0.081 +(epoch: 118, iters: 54728, time: 0.281, data: 0.019) G_GAN: 3.533 G_L1: 4.138 D_real: 0.173 D_fake: 0.145 +(epoch: 118, iters: 54828, time: 0.301, data: 0.019) G_GAN: 4.217 G_L1: 3.414 D_real: 0.141 D_fake: 0.039 +(epoch: 118, iters: 54928, time: 0.401, data: 0.019) G_GAN: 4.230 G_L1: 3.246 D_real: 0.278 D_fake: 0.064 +(epoch: 118, iters: 55028, time: 0.288, data: 0.022) G_GAN: 3.568 G_L1: 4.859 D_real: 0.138 D_fake: 0.097 +(epoch: 118, iters: 55128, time: 0.303, data: 0.018) G_GAN: 3.427 G_L1: 2.924 D_real: 0.373 D_fake: 0.163 +(epoch: 118, iters: 55228, time: 0.302, data: 0.019) G_GAN: 3.848 G_L1: 3.538 D_real: 0.108 D_fake: 0.082 +(epoch: 118, iters: 55328, time: 0.399, data: 0.019) G_GAN: 3.367 G_L1: 2.380 D_real: 0.231 D_fake: 0.078 +(epoch: 118, iters: 55428, time: 0.302, data: 0.019) G_GAN: 2.303 G_L1: 3.661 D_real: 0.556 D_fake: 0.262 +(epoch: 118, iters: 55528, time: 0.303, data: 0.019) G_GAN: 3.537 G_L1: 3.186 D_real: 0.038 D_fake: 0.285 +(epoch: 118, iters: 55628, time: 0.298, data: 0.020) G_GAN: 2.611 G_L1: 3.818 D_real: 0.022 D_fake: 0.173 +(epoch: 118, iters: 55728, time: 0.415, data: 0.018) G_GAN: 3.558 G_L1: 3.395 D_real: 0.093 D_fake: 0.156 +(epoch: 118, iters: 55828, time: 0.300, data: 0.019) G_GAN: 2.471 G_L1: 3.069 D_real: 0.056 D_fake: 0.198 +(epoch: 118, iters: 55928, time: 0.302, data: 0.018) G_GAN: 2.777 G_L1: 3.066 D_real: 0.226 D_fake: 0.301 +(epoch: 118, iters: 56028, time: 0.295, data: 0.020) G_GAN: 2.928 G_L1: 2.948 D_real: 0.216 D_fake: 0.134 +(epoch: 118, iters: 56128, time: 0.633, data: 0.018) G_GAN: 3.968 G_L1: 2.034 D_real: 0.337 D_fake: 0.097 +(epoch: 118, iters: 56228, time: 0.292, data: 0.021) G_GAN: 3.612 G_L1: 3.559 D_real: 0.398 D_fake: 0.075 +(epoch: 118, iters: 56328, time: 0.299, data: 0.020) G_GAN: 2.215 G_L1: 4.440 D_real: 0.078 D_fake: 0.297 +(epoch: 118, iters: 56428, time: 0.303, data: 0.018) G_GAN: 3.345 G_L1: 3.413 D_real: 0.152 D_fake: 0.178 +(epoch: 118, iters: 56528, time: 0.386, data: 0.019) G_GAN: 4.102 G_L1: 4.047 D_real: 0.280 D_fake: 0.115 +(epoch: 118, iters: 56628, time: 0.293, data: 0.020) G_GAN: 3.166 G_L1: 3.160 D_real: 0.446 D_fake: 0.106 +(epoch: 118, iters: 56728, time: 0.297, data: 0.018) G_GAN: 2.288 G_L1: 3.249 D_real: 0.693 D_fake: 0.252 +(epoch: 118, iters: 56828, time: 0.301, data: 0.019) G_GAN: 2.633 G_L1: 3.689 D_real: 0.136 D_fake: 0.221 +(epoch: 118, iters: 56928, time: 0.420, data: 0.019) G_GAN: 2.420 G_L1: 4.015 D_real: 0.337 D_fake: 0.249 +(epoch: 118, iters: 57028, time: 0.301, data: 0.019) G_GAN: 2.557 G_L1: 4.455 D_real: 0.090 D_fake: 0.264 +(epoch: 118, iters: 57128, time: 0.300, data: 0.019) G_GAN: 2.902 G_L1: 3.289 D_real: 0.095 D_fake: 0.160 +(epoch: 118, iters: 57228, time: 0.294, data: 0.019) G_GAN: 3.025 G_L1: 4.562 D_real: 0.516 D_fake: 0.154 +(epoch: 118, iters: 57328, time: 0.429, data: 0.019) G_GAN: 3.321 G_L1: 3.738 D_real: 0.105 D_fake: 0.145 +(epoch: 118, iters: 57428, time: 0.298, data: 0.019) G_GAN: 3.149 G_L1: 4.821 D_real: 0.024 D_fake: 0.115 +(epoch: 118, iters: 57528, time: 0.300, data: 0.019) G_GAN: 4.253 G_L1: 3.817 D_real: 0.076 D_fake: 0.055 +(epoch: 118, iters: 57628, time: 0.299, data: 0.021) G_GAN: 2.983 G_L1: 3.862 D_real: 0.027 D_fake: 0.130 +(epoch: 118, iters: 57728, time: 0.419, data: 0.019) G_GAN: 3.225 G_L1: 4.928 D_real: 0.350 D_fake: 0.101 +(epoch: 118, iters: 57828, time: 0.298, data: 0.019) G_GAN: 1.994 G_L1: 5.154 D_real: 0.063 D_fake: 0.400 +(epoch: 118, iters: 57928, time: 0.290, data: 0.020) G_GAN: 2.422 G_L1: 2.745 D_real: 0.064 D_fake: 0.274 +(epoch: 118, iters: 58028, time: 0.296, data: 0.018) G_GAN: 3.163 G_L1: 3.023 D_real: 0.086 D_fake: 0.263 +(epoch: 118, iters: 58128, time: 0.684, data: 0.020) G_GAN: 2.435 G_L1: 2.413 D_real: 0.263 D_fake: 0.181 +(epoch: 118, iters: 58228, time: 0.302, data: 0.020) G_GAN: 3.564 G_L1: 3.349 D_real: 0.276 D_fake: 0.080 +(epoch: 118, iters: 58328, time: 0.290, data: 0.020) G_GAN: 3.411 G_L1: 3.079 D_real: 0.238 D_fake: 0.159 +(epoch: 118, iters: 58428, time: 0.279, data: 0.020) G_GAN: 2.917 G_L1: 3.115 D_real: 0.477 D_fake: 0.157 +(epoch: 118, iters: 58528, time: 0.384, data: 0.016) G_GAN: 3.278 G_L1: 2.954 D_real: 0.048 D_fake: 0.091 +(epoch: 118, iters: 58628, time: 0.302, data: 0.017) G_GAN: 3.995 G_L1: 2.777 D_real: 0.546 D_fake: 0.041 +(epoch: 118, iters: 58728, time: 0.302, data: 0.019) G_GAN: 3.497 G_L1: 3.531 D_real: 0.080 D_fake: 0.078 +(epoch: 118, iters: 58828, time: 0.296, data: 0.019) G_GAN: 3.534 G_L1: 2.406 D_real: 0.079 D_fake: 0.150 +(epoch: 118, iters: 58928, time: 0.420, data: 0.019) G_GAN: 3.272 G_L1: 4.390 D_real: 0.191 D_fake: 0.124 +(epoch: 118, iters: 59028, time: 0.305, data: 0.020) G_GAN: 3.183 G_L1: 3.817 D_real: 0.174 D_fake: 0.160 +(epoch: 118, iters: 59128, time: 0.302, data: 0.019) G_GAN: 2.687 G_L1: 4.207 D_real: 0.186 D_fake: 0.197 +(epoch: 118, iters: 59228, time: 0.290, data: 0.020) G_GAN: 3.374 G_L1: 3.745 D_real: 0.088 D_fake: 0.109 +(epoch: 118, iters: 59328, time: 0.409, data: 0.020) G_GAN: 3.367 G_L1: 2.702 D_real: 0.161 D_fake: 0.256 +(epoch: 118, iters: 59428, time: 0.299, data: 0.018) G_GAN: 2.957 G_L1: 3.999 D_real: 0.024 D_fake: 0.139 +(epoch: 118, iters: 59528, time: 0.301, data: 0.020) G_GAN: 3.322 G_L1: 3.132 D_real: 0.148 D_fake: 0.103 +(epoch: 118, iters: 59628, time: 0.293, data: 0.021) G_GAN: 2.696 G_L1: 3.930 D_real: 0.195 D_fake: 0.167 +(epoch: 118, iters: 59728, time: 0.412, data: 0.019) G_GAN: 3.109 G_L1: 2.842 D_real: 0.219 D_fake: 0.175 +(epoch: 118, iters: 59828, time: 0.298, data: 0.019) G_GAN: 4.480 G_L1: 5.992 D_real: 0.009 D_fake: 0.089 +(epoch: 118, iters: 59928, time: 0.301, data: 0.019) G_GAN: 4.367 G_L1: 4.404 D_real: 0.028 D_fake: 0.082 +(epoch: 119, iters: 12, time: 0.297, data: 0.020) G_GAN: 5.133 G_L1: 4.817 D_real: 0.649 D_fake: 0.019 +(epoch: 119, iters: 112, time: 0.696, data: 0.019) G_GAN: 3.480 G_L1: 3.958 D_real: 0.013 D_fake: 0.091 +(epoch: 119, iters: 212, time: 0.285, data: 0.021) G_GAN: 3.158 G_L1: 4.018 D_real: 0.680 D_fake: 0.156 +(epoch: 119, iters: 312, time: 0.303, data: 0.019) G_GAN: 3.064 G_L1: 4.057 D_real: 0.012 D_fake: 0.114 +(epoch: 119, iters: 412, time: 0.300, data: 0.023) G_GAN: 4.247 G_L1: 4.019 D_real: 0.019 D_fake: 0.050 +(epoch: 119, iters: 512, time: 0.397, data: 0.020) G_GAN: 3.666 G_L1: 2.874 D_real: 0.410 D_fake: 0.213 +(epoch: 119, iters: 612, time: 0.301, data: 0.020) G_GAN: 2.867 G_L1: 7.813 D_real: 0.025 D_fake: 0.219 +(epoch: 119, iters: 712, time: 0.296, data: 0.021) G_GAN: 4.230 G_L1: 5.277 D_real: 0.126 D_fake: 0.035 +(epoch: 119, iters: 812, time: 0.303, data: 0.020) G_GAN: 2.014 G_L1: 5.901 D_real: 0.013 D_fake: 0.351 +(epoch: 119, iters: 912, time: 0.385, data: 0.021) G_GAN: 3.063 G_L1: 3.026 D_real: 0.111 D_fake: 0.111 +(epoch: 119, iters: 1012, time: 0.297, data: 0.020) G_GAN: 2.752 G_L1: 4.272 D_real: 0.185 D_fake: 0.143 +(epoch: 119, iters: 1112, time: 0.299, data: 0.020) G_GAN: 3.598 G_L1: 4.049 D_real: 0.011 D_fake: 0.170 +(epoch: 119, iters: 1212, time: 0.291, data: 0.019) G_GAN: 3.274 G_L1: 4.017 D_real: 0.022 D_fake: 0.109 +(epoch: 119, iters: 1312, time: 0.397, data: 0.019) G_GAN: 3.993 G_L1: 3.754 D_real: 0.477 D_fake: 0.133 +(epoch: 119, iters: 1412, time: 0.308, data: 0.021) G_GAN: 2.490 G_L1: 3.089 D_real: 0.132 D_fake: 0.532 +(epoch: 119, iters: 1512, time: 0.296, data: 0.020) G_GAN: 2.475 G_L1: 3.256 D_real: 0.374 D_fake: 0.248 +(epoch: 119, iters: 1612, time: 0.298, data: 0.021) G_GAN: 3.282 G_L1: 3.798 D_real: 0.002 D_fake: 0.217 +(epoch: 119, iters: 1712, time: 0.409, data: 0.021) G_GAN: 3.388 G_L1: 2.685 D_real: 0.166 D_fake: 0.085 +(epoch: 119, iters: 1812, time: 0.302, data: 0.018) G_GAN: 2.309 G_L1: 4.356 D_real: 0.068 D_fake: 0.222 +(epoch: 119, iters: 1912, time: 0.294, data: 0.019) G_GAN: 3.388 G_L1: 3.754 D_real: 0.003 D_fake: 0.080 +(epoch: 119, iters: 2012, time: 0.299, data: 0.020) G_GAN: 2.870 G_L1: 3.080 D_real: 0.264 D_fake: 0.163 +(epoch: 119, iters: 2112, time: 0.636, data: 0.019) G_GAN: 4.117 G_L1: 4.024 D_real: 0.561 D_fake: 0.217 +(epoch: 119, iters: 2212, time: 0.307, data: 0.019) G_GAN: 3.767 G_L1: 2.389 D_real: 0.210 D_fake: 0.116 +(epoch: 119, iters: 2312, time: 0.299, data: 0.031) G_GAN: 3.010 G_L1: 1.778 D_real: 0.119 D_fake: 0.111 +(epoch: 119, iters: 2412, time: 0.297, data: 0.019) G_GAN: 2.666 G_L1: 3.689 D_real: 0.303 D_fake: 0.286 +(epoch: 119, iters: 2512, time: 0.406, data: 0.021) G_GAN: 2.488 G_L1: 2.800 D_real: 0.397 D_fake: 0.306 +(epoch: 119, iters: 2612, time: 0.302, data: 0.020) G_GAN: 2.818 G_L1: 3.613 D_real: 0.111 D_fake: 0.163 +(epoch: 119, iters: 2712, time: 0.302, data: 0.019) G_GAN: 3.272 G_L1: 4.703 D_real: 0.040 D_fake: 0.147 +(epoch: 119, iters: 2812, time: 0.307, data: 0.022) G_GAN: 4.305 G_L1: 4.361 D_real: 0.062 D_fake: 0.126 +(epoch: 119, iters: 2912, time: 0.408, data: 0.020) G_GAN: 2.985 G_L1: 2.986 D_real: 0.224 D_fake: 0.154 +(epoch: 119, iters: 3012, time: 0.298, data: 0.019) G_GAN: 3.038 G_L1: 1.959 D_real: 0.235 D_fake: 0.144 +(epoch: 119, iters: 3112, time: 0.301, data: 0.020) G_GAN: 3.042 G_L1: 4.375 D_real: 0.143 D_fake: 0.119 +(epoch: 119, iters: 3212, time: 0.291, data: 0.022) G_GAN: 2.630 G_L1: 3.663 D_real: 0.300 D_fake: 0.195 +(epoch: 119, iters: 3312, time: 0.410, data: 0.020) G_GAN: 4.105 G_L1: 4.086 D_real: 0.064 D_fake: 0.042 +(epoch: 119, iters: 3412, time: 0.281, data: 0.019) G_GAN: 3.309 G_L1: 3.329 D_real: 0.383 D_fake: 0.120 +(epoch: 119, iters: 3512, time: 0.291, data: 0.018) G_GAN: 3.161 G_L1: 3.842 D_real: 0.068 D_fake: 0.131 +(epoch: 119, iters: 3612, time: 0.283, data: 0.020) G_GAN: 2.093 G_L1: 5.605 D_real: 0.018 D_fake: 0.368 +(epoch: 119, iters: 3712, time: 0.416, data: 0.018) G_GAN: 2.366 G_L1: 3.239 D_real: 0.133 D_fake: 0.291 +(epoch: 119, iters: 3812, time: 0.303, data: 0.020) G_GAN: 2.721 G_L1: 3.400 D_real: 0.124 D_fake: 0.330 +(epoch: 119, iters: 3912, time: 0.294, data: 0.020) G_GAN: 2.563 G_L1: 2.769 D_real: 0.196 D_fake: 0.231 +(epoch: 119, iters: 4012, time: 0.303, data: 0.021) G_GAN: 2.943 G_L1: 2.404 D_real: 0.075 D_fake: 0.158 +(epoch: 119, iters: 4112, time: 0.691, data: 0.019) G_GAN: 3.139 G_L1: 3.522 D_real: 0.104 D_fake: 0.225 +(epoch: 119, iters: 4212, time: 0.305, data: 0.020) G_GAN: 2.899 G_L1: 3.868 D_real: 0.003 D_fake: 0.463 +(epoch: 119, iters: 4312, time: 0.308, data: 0.019) G_GAN: 2.730 G_L1: 2.871 D_real: 0.102 D_fake: 0.171 +(epoch: 119, iters: 4412, time: 0.298, data: 0.020) G_GAN: 3.277 G_L1: 3.247 D_real: 0.162 D_fake: 0.121 +(epoch: 119, iters: 4512, time: 0.409, data: 0.021) G_GAN: 2.415 G_L1: 3.771 D_real: 0.221 D_fake: 0.198 +(epoch: 119, iters: 4612, time: 0.292, data: 0.020) G_GAN: 3.116 G_L1: 5.904 D_real: 0.191 D_fake: 0.561 +(epoch: 119, iters: 4712, time: 0.302, data: 0.019) G_GAN: 3.116 G_L1: 3.029 D_real: 0.056 D_fake: 0.141 +(epoch: 119, iters: 4812, time: 0.293, data: 0.019) G_GAN: 2.614 G_L1: 4.125 D_real: 0.048 D_fake: 0.174 +(epoch: 119, iters: 4912, time: 0.415, data: 0.019) G_GAN: 4.059 G_L1: 3.354 D_real: 0.112 D_fake: 0.108 +(epoch: 119, iters: 5012, time: 0.299, data: 0.019) G_GAN: 2.846 G_L1: 3.733 D_real: 0.114 D_fake: 0.184 +(epoch: 119, iters: 5112, time: 0.294, data: 0.020) G_GAN: 1.828 G_L1: 2.609 D_real: 0.209 D_fake: 0.403 +(epoch: 119, iters: 5212, time: 0.296, data: 0.020) G_GAN: 2.870 G_L1: 3.782 D_real: 0.221 D_fake: 0.162 +(epoch: 119, iters: 5312, time: 0.423, data: 0.018) G_GAN: 3.833 G_L1: 3.692 D_real: 0.003 D_fake: 0.083 +(epoch: 119, iters: 5412, time: 0.295, data: 0.020) G_GAN: 3.380 G_L1: 7.065 D_real: 0.266 D_fake: 0.151 +(epoch: 119, iters: 5512, time: 0.297, data: 0.019) G_GAN: 3.749 G_L1: 3.530 D_real: 0.004 D_fake: 0.102 +(epoch: 119, iters: 5612, time: 0.302, data: 0.020) G_GAN: 2.999 G_L1: 3.701 D_real: 0.478 D_fake: 0.170 +(epoch: 119, iters: 5712, time: 0.418, data: 0.019) G_GAN: 3.436 G_L1: 5.343 D_real: 0.122 D_fake: 0.133 +(epoch: 119, iters: 5812, time: 0.294, data: 0.022) G_GAN: 3.282 G_L1: 2.868 D_real: 0.192 D_fake: 0.115 +(epoch: 119, iters: 5912, time: 0.299, data: 0.019) G_GAN: 2.158 G_L1: 3.901 D_real: 0.001 D_fake: 0.330 +(epoch: 119, iters: 6012, time: 0.296, data: 0.020) G_GAN: 2.845 G_L1: 3.270 D_real: 0.079 D_fake: 0.166 +(epoch: 119, iters: 6112, time: 0.697, data: 0.024) G_GAN: 4.521 G_L1: 3.585 D_real: 0.211 D_fake: 0.055 +(epoch: 119, iters: 6212, time: 0.300, data: 0.020) G_GAN: 2.920 G_L1: 3.614 D_real: 0.044 D_fake: 0.158 +(epoch: 119, iters: 6312, time: 0.296, data: 0.020) G_GAN: 2.704 G_L1: 2.158 D_real: 0.185 D_fake: 0.196 +(epoch: 119, iters: 6412, time: 0.297, data: 0.020) G_GAN: 3.945 G_L1: 3.180 D_real: 0.158 D_fake: 0.269 +(epoch: 119, iters: 6512, time: 0.381, data: 0.020) G_GAN: 2.874 G_L1: 3.163 D_real: 0.069 D_fake: 0.132 +(epoch: 119, iters: 6612, time: 0.303, data: 0.019) G_GAN: 3.378 G_L1: 4.542 D_real: 0.261 D_fake: 0.157 +(epoch: 119, iters: 6712, time: 0.295, data: 0.019) G_GAN: 3.761 G_L1: 3.888 D_real: 0.478 D_fake: 0.083 +(epoch: 119, iters: 6812, time: 0.278, data: 0.018) G_GAN: 3.341 G_L1: 4.974 D_real: 0.548 D_fake: 0.126 +(epoch: 119, iters: 6912, time: 0.407, data: 0.016) G_GAN: 2.583 G_L1: 6.375 D_real: 0.026 D_fake: 0.222 +(epoch: 119, iters: 7012, time: 0.301, data: 0.018) G_GAN: 2.533 G_L1: 2.857 D_real: 0.201 D_fake: 0.197 +(epoch: 119, iters: 7112, time: 0.299, data: 0.020) G_GAN: 2.890 G_L1: 4.324 D_real: 0.172 D_fake: 0.184 +(epoch: 119, iters: 7212, time: 0.295, data: 0.018) G_GAN: 2.830 G_L1: 3.839 D_real: 0.006 D_fake: 0.142 +(epoch: 119, iters: 7312, time: 0.418, data: 0.018) G_GAN: 2.619 G_L1: 2.098 D_real: 0.531 D_fake: 0.173 +(epoch: 119, iters: 7412, time: 0.303, data: 0.019) G_GAN: 2.543 G_L1: 2.413 D_real: 0.147 D_fake: 0.211 +(epoch: 119, iters: 7512, time: 0.293, data: 0.024) G_GAN: 2.483 G_L1: 3.325 D_real: 0.400 D_fake: 0.212 +(epoch: 119, iters: 7612, time: 0.298, data: 0.018) G_GAN: 2.398 G_L1: 3.066 D_real: 0.273 D_fake: 0.227 +(epoch: 119, iters: 7712, time: 0.409, data: 0.020) G_GAN: 3.210 G_L1: 3.441 D_real: 0.077 D_fake: 0.107 +(epoch: 119, iters: 7812, time: 0.290, data: 0.018) G_GAN: 4.320 G_L1: 4.199 D_real: 0.001 D_fake: 0.133 +(epoch: 119, iters: 7912, time: 0.301, data: 0.017) G_GAN: 2.787 G_L1: 2.886 D_real: 0.329 D_fake: 0.171 +(epoch: 119, iters: 8012, time: 0.301, data: 0.019) G_GAN: 3.821 G_L1: 2.838 D_real: 0.476 D_fake: 0.068 +(epoch: 119, iters: 8112, time: 0.691, data: 0.019) G_GAN: 3.151 G_L1: 3.886 D_real: 0.398 D_fake: 0.169 +(epoch: 119, iters: 8212, time: 0.302, data: 0.019) G_GAN: 4.291 G_L1: 2.706 D_real: 0.184 D_fake: 0.036 +(epoch: 119, iters: 8312, time: 0.291, data: 0.021) G_GAN: 3.208 G_L1: 4.180 D_real: 0.027 D_fake: 0.137 +(epoch: 119, iters: 8412, time: 0.275, data: 0.017) G_GAN: 2.731 G_L1: 3.549 D_real: 0.197 D_fake: 0.190 +(epoch: 119, iters: 8512, time: 0.383, data: 0.017) G_GAN: 3.019 G_L1: 3.543 D_real: 0.126 D_fake: 0.173 +(epoch: 119, iters: 8612, time: 0.286, data: 0.015) G_GAN: 3.543 G_L1: 3.650 D_real: 0.308 D_fake: 0.157 +(epoch: 119, iters: 8712, time: 0.296, data: 0.016) G_GAN: 3.310 G_L1: 5.070 D_real: 0.260 D_fake: 0.099 +(epoch: 119, iters: 8812, time: 0.295, data: 0.020) G_GAN: 4.594 G_L1: 3.943 D_real: 0.286 D_fake: 0.086 +(epoch: 119, iters: 8912, time: 0.418, data: 0.019) G_GAN: 3.112 G_L1: 4.165 D_real: 0.090 D_fake: 0.141 +(epoch: 119, iters: 9012, time: 0.285, data: 0.019) G_GAN: 2.460 G_L1: 2.891 D_real: 0.282 D_fake: 0.244 +(epoch: 119, iters: 9112, time: 0.283, data: 0.019) G_GAN: 2.512 G_L1: 3.106 D_real: 0.269 D_fake: 0.247 +(epoch: 119, iters: 9212, time: 0.272, data: 0.020) G_GAN: 2.600 G_L1: 3.672 D_real: 0.226 D_fake: 0.261 +(epoch: 119, iters: 9312, time: 0.415, data: 0.016) G_GAN: 4.007 G_L1: 3.191 D_real: 0.217 D_fake: 0.057 +(epoch: 119, iters: 9412, time: 0.290, data: 0.019) G_GAN: 2.581 G_L1: 3.762 D_real: 0.361 D_fake: 0.254 +(epoch: 119, iters: 9512, time: 0.297, data: 0.019) G_GAN: 2.681 G_L1: 4.364 D_real: 0.017 D_fake: 0.178 +(epoch: 119, iters: 9612, time: 0.274, data: 0.018) G_GAN: 3.190 G_L1: 3.085 D_real: 0.123 D_fake: 0.159 +(epoch: 119, iters: 9712, time: 0.416, data: 0.016) G_GAN: 3.188 G_L1: 3.790 D_real: 0.122 D_fake: 0.120 +(epoch: 119, iters: 9812, time: 0.298, data: 0.018) G_GAN: 4.849 G_L1: 3.206 D_real: 0.006 D_fake: 0.030 +(epoch: 119, iters: 9912, time: 0.293, data: 0.017) G_GAN: 3.159 G_L1: 5.259 D_real: 0.095 D_fake: 0.108 +(epoch: 119, iters: 10012, time: 0.296, data: 0.018) G_GAN: 2.688 G_L1: 4.053 D_real: 0.201 D_fake: 0.216 +(epoch: 119, iters: 10112, time: 0.688, data: 0.018) G_GAN: 3.964 G_L1: 4.108 D_real: 0.122 D_fake: 0.115 +(epoch: 119, iters: 10212, time: 0.298, data: 0.018) G_GAN: 3.191 G_L1: 3.575 D_real: 0.312 D_fake: 0.148 +(epoch: 119, iters: 10312, time: 0.289, data: 0.018) G_GAN: 3.590 G_L1: 2.894 D_real: 0.101 D_fake: 0.059 +(epoch: 119, iters: 10412, time: 0.297, data: 0.017) G_GAN: 3.649 G_L1: 5.733 D_real: 0.010 D_fake: 0.082 +(epoch: 119, iters: 10512, time: 0.393, data: 0.017) G_GAN: 2.735 G_L1: 2.265 D_real: 0.050 D_fake: 0.213 +(epoch: 119, iters: 10612, time: 0.294, data: 0.019) G_GAN: 3.230 G_L1: 5.651 D_real: 0.048 D_fake: 0.171 +(epoch: 119, iters: 10712, time: 0.287, data: 0.018) G_GAN: 5.348 G_L1: 3.827 D_real: 0.015 D_fake: 0.134 +(epoch: 119, iters: 10812, time: 0.282, data: 0.015) G_GAN: 3.657 G_L1: 3.243 D_real: 0.018 D_fake: 0.179 +(epoch: 119, iters: 10912, time: 0.407, data: 0.017) G_GAN: 2.882 G_L1: 2.753 D_real: 0.248 D_fake: 0.240 +(epoch: 119, iters: 11012, time: 0.291, data: 0.019) G_GAN: 3.539 G_L1: 3.043 D_real: 0.537 D_fake: 0.125 +(epoch: 119, iters: 11112, time: 0.267, data: 0.018) G_GAN: 3.278 G_L1: 3.035 D_real: 0.035 D_fake: 0.330 +(epoch: 119, iters: 11212, time: 0.284, data: 0.015) G_GAN: 3.495 G_L1: 2.424 D_real: 0.405 D_fake: 0.073 +(epoch: 119, iters: 11312, time: 0.359, data: 0.017) G_GAN: 3.111 G_L1: 3.211 D_real: 0.002 D_fake: 0.125 +(epoch: 119, iters: 11412, time: 0.292, data: 0.017) G_GAN: 3.209 G_L1: 2.914 D_real: 0.122 D_fake: 0.132 +(epoch: 119, iters: 11512, time: 0.297, data: 0.019) G_GAN: 3.181 G_L1: 3.567 D_real: 0.201 D_fake: 0.115 +(epoch: 119, iters: 11612, time: 0.286, data: 0.019) G_GAN: 3.492 G_L1: 4.038 D_real: 0.197 D_fake: 0.103 +(epoch: 119, iters: 11712, time: 0.386, data: 0.016) G_GAN: 3.149 G_L1: 3.285 D_real: 0.025 D_fake: 0.231 +(epoch: 119, iters: 11812, time: 0.280, data: 0.017) G_GAN: 4.046 G_L1: 9.017 D_real: 0.004 D_fake: 0.220 +(epoch: 119, iters: 11912, time: 0.285, data: 0.015) G_GAN: 3.583 G_L1: 3.809 D_real: 0.656 D_fake: 0.096 +(epoch: 119, iters: 12012, time: 0.297, data: 0.018) G_GAN: 3.195 G_L1: 4.392 D_real: 0.050 D_fake: 0.237 +(epoch: 119, iters: 12112, time: 0.685, data: 0.018) G_GAN: 4.663 G_L1: 4.573 D_real: 0.125 D_fake: 0.045 +(epoch: 119, iters: 12212, time: 0.294, data: 0.020) G_GAN: 2.991 G_L1: 3.877 D_real: 0.154 D_fake: 0.142 +(epoch: 119, iters: 12312, time: 0.292, data: 0.018) G_GAN: 4.261 G_L1: 2.493 D_real: 0.276 D_fake: 0.054 +(epoch: 119, iters: 12412, time: 0.288, data: 0.018) G_GAN: 2.669 G_L1: 5.774 D_real: 0.001 D_fake: 0.264 +(epoch: 119, iters: 12512, time: 0.372, data: 0.018) G_GAN: 2.736 G_L1: 2.963 D_real: 0.220 D_fake: 0.263 +(epoch: 119, iters: 12612, time: 0.298, data: 0.018) G_GAN: 2.944 G_L1: 3.706 D_real: 0.393 D_fake: 0.167 +(epoch: 119, iters: 12712, time: 0.293, data: 0.017) G_GAN: 3.839 G_L1: 2.791 D_real: 0.220 D_fake: 0.105 +(epoch: 119, iters: 12812, time: 0.284, data: 0.018) G_GAN: 2.701 G_L1: 2.942 D_real: 0.102 D_fake: 0.249 +(epoch: 119, iters: 12912, time: 0.385, data: 0.016) G_GAN: 2.905 G_L1: 2.498 D_real: 0.035 D_fake: 0.154 +(epoch: 119, iters: 13012, time: 0.284, data: 0.019) G_GAN: 3.879 G_L1: 4.437 D_real: 0.025 D_fake: 0.173 +(epoch: 119, iters: 13112, time: 0.277, data: 0.019) G_GAN: 2.590 G_L1: 3.481 D_real: 0.115 D_fake: 0.166 +(epoch: 119, iters: 13212, time: 0.293, data: 0.017) G_GAN: 2.885 G_L1: 3.183 D_real: 0.035 D_fake: 0.175 +(epoch: 119, iters: 13312, time: 0.421, data: 0.018) G_GAN: 2.512 G_L1: 4.031 D_real: 0.114 D_fake: 0.326 +(epoch: 119, iters: 13412, time: 0.299, data: 0.018) G_GAN: 3.749 G_L1: 3.573 D_real: 0.168 D_fake: 0.124 +(epoch: 119, iters: 13512, time: 0.287, data: 0.021) G_GAN: 2.941 G_L1: 3.654 D_real: 0.318 D_fake: 0.131 +(epoch: 119, iters: 13612, time: 0.295, data: 0.017) G_GAN: 3.320 G_L1: 3.803 D_real: 0.023 D_fake: 0.099 +(epoch: 119, iters: 13712, time: 0.420, data: 0.020) G_GAN: 4.373 G_L1: 3.824 D_real: 0.175 D_fake: 0.116 +(epoch: 119, iters: 13812, time: 0.286, data: 0.020) G_GAN: 3.717 G_L1: 3.396 D_real: 0.287 D_fake: 0.141 +(epoch: 119, iters: 13912, time: 0.298, data: 0.018) G_GAN: 4.643 G_L1: 5.001 D_real: 0.007 D_fake: 0.039 +(epoch: 119, iters: 14012, time: 0.291, data: 0.022) G_GAN: 3.943 G_L1: 4.603 D_real: 0.054 D_fake: 0.060 +(epoch: 119, iters: 14112, time: 0.667, data: 0.019) G_GAN: 3.573 G_L1: 5.190 D_real: 0.198 D_fake: 0.071 +(epoch: 119, iters: 14212, time: 0.292, data: 0.020) G_GAN: 2.189 G_L1: 3.176 D_real: 0.442 D_fake: 0.291 +(epoch: 119, iters: 14312, time: 0.303, data: 0.020) G_GAN: 3.644 G_L1: 3.727 D_real: 0.162 D_fake: 0.080 +(epoch: 119, iters: 14412, time: 0.277, data: 0.022) G_GAN: 2.334 G_L1: 2.876 D_real: 0.045 D_fake: 0.229 +(epoch: 119, iters: 14512, time: 0.415, data: 0.018) G_GAN: 3.233 G_L1: 6.562 D_real: 0.087 D_fake: 0.167 +(epoch: 119, iters: 14612, time: 0.289, data: 0.019) G_GAN: 2.916 G_L1: 5.942 D_real: 0.290 D_fake: 0.220 +(epoch: 119, iters: 14712, time: 0.310, data: 0.019) G_GAN: 2.493 G_L1: 3.918 D_real: 0.440 D_fake: 0.266 +(epoch: 119, iters: 14812, time: 0.304, data: 0.019) G_GAN: 2.916 G_L1: 2.809 D_real: 0.109 D_fake: 0.184 +(epoch: 119, iters: 14912, time: 0.423, data: 0.019) G_GAN: 3.039 G_L1: 3.358 D_real: 0.030 D_fake: 0.112 +(epoch: 119, iters: 15012, time: 0.282, data: 0.019) G_GAN: 2.200 G_L1: 2.038 D_real: 0.952 D_fake: 0.309 +(epoch: 119, iters: 15112, time: 0.304, data: 0.017) G_GAN: 3.302 G_L1: 4.009 D_real: 0.160 D_fake: 0.139 +(epoch: 119, iters: 15212, time: 0.301, data: 0.019) G_GAN: 3.029 G_L1: 4.752 D_real: 0.102 D_fake: 0.162 +(epoch: 119, iters: 15312, time: 0.412, data: 0.020) G_GAN: 3.448 G_L1: 4.428 D_real: 0.066 D_fake: 0.106 +(epoch: 119, iters: 15412, time: 0.308, data: 0.021) G_GAN: 4.003 G_L1: 5.117 D_real: 0.049 D_fake: 0.065 +(epoch: 119, iters: 15512, time: 0.295, data: 0.021) G_GAN: 3.500 G_L1: 3.107 D_real: 0.007 D_fake: 0.698 +(epoch: 119, iters: 15612, time: 0.282, data: 0.019) G_GAN: 2.799 G_L1: 3.023 D_real: 0.236 D_fake: 0.158 +(epoch: 119, iters: 15712, time: 0.408, data: 0.017) G_GAN: 2.472 G_L1: 3.262 D_real: 0.648 D_fake: 0.211 +(epoch: 119, iters: 15812, time: 0.306, data: 0.017) G_GAN: 2.981 G_L1: 5.122 D_real: 0.140 D_fake: 0.173 +(epoch: 119, iters: 15912, time: 0.305, data: 0.022) G_GAN: 3.042 G_L1: 3.334 D_real: 0.075 D_fake: 0.120 +(epoch: 119, iters: 16012, time: 0.294, data: 0.020) G_GAN: 3.157 G_L1: 3.534 D_real: 0.033 D_fake: 0.238 +(epoch: 119, iters: 16112, time: 0.659, data: 0.021) G_GAN: 3.574 G_L1: 3.555 D_real: 0.180 D_fake: 0.093 +(epoch: 119, iters: 16212, time: 0.301, data: 0.019) G_GAN: 3.821 G_L1: 4.264 D_real: 0.049 D_fake: 0.088 +(epoch: 119, iters: 16312, time: 0.295, data: 0.020) G_GAN: 2.950 G_L1: 3.394 D_real: 0.257 D_fake: 0.171 +(epoch: 119, iters: 16412, time: 0.294, data: 0.019) G_GAN: 3.193 G_L1: 3.366 D_real: 0.269 D_fake: 0.247 +(epoch: 119, iters: 16512, time: 0.388, data: 0.019) G_GAN: 2.859 G_L1: 3.527 D_real: 0.121 D_fake: 0.261 +(epoch: 119, iters: 16612, time: 0.286, data: 0.019) G_GAN: 3.071 G_L1: 2.638 D_real: 0.365 D_fake: 0.151 +(epoch: 119, iters: 16712, time: 0.293, data: 0.024) G_GAN: 3.075 G_L1: 2.954 D_real: 0.315 D_fake: 0.224 +(epoch: 119, iters: 16812, time: 0.293, data: 0.017) G_GAN: 4.636 G_L1: 4.314 D_real: 0.038 D_fake: 0.060 +(epoch: 119, iters: 16912, time: 0.421, data: 0.030) G_GAN: 3.074 G_L1: 3.417 D_real: 0.446 D_fake: 0.228 +(epoch: 119, iters: 17012, time: 0.304, data: 0.019) G_GAN: 2.919 G_L1: 4.607 D_real: 0.026 D_fake: 0.187 +(epoch: 119, iters: 17112, time: 0.274, data: 0.018) G_GAN: 4.538 G_L1: 4.486 D_real: 0.011 D_fake: 0.056 +(epoch: 119, iters: 17212, time: 0.294, data: 0.016) G_GAN: 4.114 G_L1: 3.990 D_real: 0.194 D_fake: 0.055 +(epoch: 119, iters: 17312, time: 0.419, data: 0.020) G_GAN: 3.123 G_L1: 2.946 D_real: 0.040 D_fake: 0.180 +(epoch: 119, iters: 17412, time: 0.299, data: 0.019) G_GAN: 3.949 G_L1: 3.822 D_real: 0.050 D_fake: 0.103 +(epoch: 119, iters: 17512, time: 0.302, data: 0.018) G_GAN: 2.296 G_L1: 2.446 D_real: 0.136 D_fake: 0.400 +(epoch: 119, iters: 17612, time: 0.302, data: 0.018) G_GAN: 3.178 G_L1: 3.599 D_real: 0.265 D_fake: 0.104 +(epoch: 119, iters: 17712, time: 0.422, data: 0.019) G_GAN: 2.996 G_L1: 5.142 D_real: 0.187 D_fake: 0.152 +(epoch: 119, iters: 17812, time: 0.305, data: 0.020) G_GAN: 2.279 G_L1: 4.122 D_real: 0.194 D_fake: 0.251 +(epoch: 119, iters: 17912, time: 0.291, data: 0.019) G_GAN: 2.781 G_L1: 3.848 D_real: 0.076 D_fake: 0.222 +(epoch: 119, iters: 18012, time: 0.293, data: 0.019) G_GAN: 3.262 G_L1: 2.400 D_real: 0.304 D_fake: 0.131 +(epoch: 119, iters: 18112, time: 0.697, data: 0.020) G_GAN: 2.909 G_L1: 2.916 D_real: 0.170 D_fake: 0.185 +(epoch: 119, iters: 18212, time: 0.299, data: 0.020) G_GAN: 2.474 G_L1: 2.516 D_real: 0.042 D_fake: 0.173 +(epoch: 119, iters: 18312, time: 0.292, data: 0.022) G_GAN: 4.285 G_L1: 3.078 D_real: 0.374 D_fake: 0.042 +(epoch: 119, iters: 18412, time: 0.296, data: 0.018) G_GAN: 2.857 G_L1: 2.963 D_real: 0.107 D_fake: 0.162 +(epoch: 119, iters: 18512, time: 0.416, data: 0.018) G_GAN: 3.178 G_L1: 3.276 D_real: 0.047 D_fake: 0.145 +(epoch: 119, iters: 18612, time: 0.292, data: 0.017) G_GAN: 4.051 G_L1: 5.240 D_real: 0.069 D_fake: 0.080 +(epoch: 119, iters: 18712, time: 0.294, data: 0.018) G_GAN: 2.909 G_L1: 2.656 D_real: 0.785 D_fake: 0.161 +(epoch: 119, iters: 18812, time: 0.294, data: 0.018) G_GAN: 2.851 G_L1: 3.160 D_real: 0.166 D_fake: 0.175 +(epoch: 119, iters: 18912, time: 0.407, data: 0.018) G_GAN: 4.067 G_L1: 3.882 D_real: 0.524 D_fake: 0.066 +(epoch: 119, iters: 19012, time: 0.290, data: 0.018) G_GAN: 3.478 G_L1: 3.279 D_real: 0.210 D_fake: 0.153 +(epoch: 119, iters: 19112, time: 0.288, data: 0.020) G_GAN: 3.931 G_L1: 3.393 D_real: 0.573 D_fake: 0.085 +(epoch: 119, iters: 19212, time: 0.296, data: 0.017) G_GAN: 3.808 G_L1: 3.825 D_real: 0.085 D_fake: 0.140 +(epoch: 119, iters: 19312, time: 0.398, data: 0.017) G_GAN: 2.742 G_L1: 3.418 D_real: 0.022 D_fake: 0.186 +(epoch: 119, iters: 19412, time: 0.285, data: 0.018) G_GAN: 3.327 G_L1: 3.332 D_real: 0.021 D_fake: 0.152 +(epoch: 119, iters: 19512, time: 0.289, data: 0.019) G_GAN: 2.517 G_L1: 2.752 D_real: 0.220 D_fake: 0.307 +(epoch: 119, iters: 19612, time: 0.298, data: 0.018) G_GAN: 3.181 G_L1: 3.986 D_real: 0.167 D_fake: 0.127 +(epoch: 119, iters: 19712, time: 0.406, data: 0.019) G_GAN: 3.699 G_L1: 3.304 D_real: 0.175 D_fake: 0.074 +(epoch: 119, iters: 19812, time: 0.299, data: 0.017) G_GAN: 2.918 G_L1: 3.750 D_real: 0.018 D_fake: 0.315 +(epoch: 119, iters: 19912, time: 0.298, data: 0.019) G_GAN: 2.354 G_L1: 3.639 D_real: 0.236 D_fake: 0.409 +(epoch: 119, iters: 20012, time: 0.296, data: 0.017) G_GAN: 2.497 G_L1: 4.099 D_real: 0.024 D_fake: 0.214 +(epoch: 119, iters: 20112, time: 0.673, data: 0.018) G_GAN: 2.918 G_L1: 2.663 D_real: 0.109 D_fake: 0.120 +(epoch: 119, iters: 20212, time: 0.286, data: 0.018) G_GAN: 3.646 G_L1: 4.513 D_real: 0.113 D_fake: 0.135 +(epoch: 119, iters: 20312, time: 0.288, data: 0.017) G_GAN: 3.142 G_L1: 3.102 D_real: 0.395 D_fake: 0.145 +(epoch: 119, iters: 20412, time: 0.296, data: 0.018) G_GAN: 3.076 G_L1: 3.682 D_real: 0.647 D_fake: 0.175 +(epoch: 119, iters: 20512, time: 0.366, data: 0.018) G_GAN: 2.966 G_L1: 4.193 D_real: 0.009 D_fake: 0.308 +(epoch: 119, iters: 20612, time: 0.288, data: 0.018) G_GAN: 3.581 G_L1: 3.367 D_real: 0.105 D_fake: 0.096 +(epoch: 119, iters: 20712, time: 0.293, data: 0.018) G_GAN: 4.286 G_L1: 3.356 D_real: 0.013 D_fake: 0.051 +(epoch: 119, iters: 20812, time: 0.290, data: 0.018) G_GAN: 2.617 G_L1: 2.725 D_real: 0.097 D_fake: 0.146 +(epoch: 119, iters: 20912, time: 0.419, data: 0.016) G_GAN: 2.548 G_L1: 3.712 D_real: 0.205 D_fake: 0.218 +(epoch: 119, iters: 21012, time: 0.295, data: 0.017) G_GAN: 2.271 G_L1: 4.646 D_real: 0.583 D_fake: 0.351 +(epoch: 119, iters: 21112, time: 0.294, data: 0.018) G_GAN: 2.413 G_L1: 3.271 D_real: 0.020 D_fake: 0.407 +(epoch: 119, iters: 21212, time: 0.291, data: 0.018) G_GAN: 3.006 G_L1: 3.656 D_real: 0.239 D_fake: 0.234 +(epoch: 119, iters: 21312, time: 0.390, data: 0.018) G_GAN: 3.374 G_L1: 3.008 D_real: 0.170 D_fake: 0.157 +(epoch: 119, iters: 21412, time: 0.295, data: 0.019) G_GAN: 2.884 G_L1: 2.853 D_real: 0.008 D_fake: 0.164 +(epoch: 119, iters: 21512, time: 0.294, data: 0.018) G_GAN: 4.763 G_L1: 4.507 D_real: 0.029 D_fake: 0.038 +(epoch: 119, iters: 21612, time: 0.289, data: 0.021) G_GAN: 2.295 G_L1: 3.907 D_real: 0.294 D_fake: 0.276 +(epoch: 119, iters: 21712, time: 0.384, data: 0.021) G_GAN: 3.027 G_L1: 3.230 D_real: 0.192 D_fake: 0.170 +(epoch: 119, iters: 21812, time: 0.288, data: 0.018) G_GAN: 4.100 G_L1: 3.642 D_real: 0.088 D_fake: 0.136 +(epoch: 119, iters: 21912, time: 0.291, data: 0.020) G_GAN: 4.086 G_L1: 4.402 D_real: 0.547 D_fake: 0.209 +(epoch: 119, iters: 22012, time: 0.286, data: 0.017) G_GAN: 2.553 G_L1: 2.704 D_real: 0.086 D_fake: 0.196 +(epoch: 119, iters: 22112, time: 0.658, data: 0.018) G_GAN: 3.890 G_L1: 6.468 D_real: 0.371 D_fake: 0.134 +(epoch: 119, iters: 22212, time: 0.296, data: 0.018) G_GAN: 3.059 G_L1: 4.609 D_real: 0.090 D_fake: 0.140 +(epoch: 119, iters: 22312, time: 0.286, data: 0.021) G_GAN: 4.087 G_L1: 3.486 D_real: 0.237 D_fake: 0.137 +(epoch: 119, iters: 22412, time: 0.287, data: 0.019) G_GAN: 3.946 G_L1: 3.444 D_real: 0.017 D_fake: 0.051 +(epoch: 119, iters: 22512, time: 0.409, data: 0.018) G_GAN: 4.225 G_L1: 2.922 D_real: 0.219 D_fake: 0.048 +(epoch: 119, iters: 22612, time: 0.280, data: 0.019) G_GAN: 2.765 G_L1: 2.606 D_real: 0.131 D_fake: 0.244 +(epoch: 119, iters: 22712, time: 0.298, data: 0.016) G_GAN: 3.291 G_L1: 4.542 D_real: 0.145 D_fake: 0.160 +(epoch: 119, iters: 22812, time: 0.295, data: 0.018) G_GAN: 2.928 G_L1: 3.530 D_real: 0.143 D_fake: 0.178 +(epoch: 119, iters: 22912, time: 0.382, data: 0.018) G_GAN: 4.345 G_L1: 3.965 D_real: 0.008 D_fake: 0.040 +(epoch: 119, iters: 23012, time: 0.292, data: 0.017) G_GAN: 3.508 G_L1: 4.184 D_real: 0.334 D_fake: 0.094 +(epoch: 119, iters: 23112, time: 0.294, data: 0.018) G_GAN: 2.452 G_L1: 3.207 D_real: 0.972 D_fake: 0.223 +(epoch: 119, iters: 23212, time: 0.295, data: 0.020) G_GAN: 2.508 G_L1: 2.240 D_real: 0.376 D_fake: 0.310 +(epoch: 119, iters: 23312, time: 0.403, data: 0.019) G_GAN: 5.562 G_L1: 3.447 D_real: 0.154 D_fake: 0.015 +(epoch: 119, iters: 23412, time: 0.283, data: 0.018) G_GAN: 2.259 G_L1: 3.850 D_real: 0.050 D_fake: 0.253 +(epoch: 119, iters: 23512, time: 0.282, data: 0.016) G_GAN: 2.857 G_L1: 3.905 D_real: 0.086 D_fake: 0.147 +(epoch: 119, iters: 23612, time: 0.292, data: 0.018) G_GAN: 3.079 G_L1: 3.452 D_real: 0.138 D_fake: 0.178 +(epoch: 119, iters: 23712, time: 0.375, data: 0.017) G_GAN: 4.165 G_L1: 4.348 D_real: 0.591 D_fake: 0.042 +(epoch: 119, iters: 23812, time: 0.287, data: 0.017) G_GAN: 2.818 G_L1: 2.456 D_real: 0.567 D_fake: 0.148 +(epoch: 119, iters: 23912, time: 0.279, data: 0.018) G_GAN: 4.037 G_L1: 2.833 D_real: 0.407 D_fake: 0.078 +(epoch: 119, iters: 24012, time: 0.294, data: 0.016) G_GAN: 3.104 G_L1: 4.819 D_real: 0.001 D_fake: 0.178 +(epoch: 119, iters: 24112, time: 0.685, data: 0.018) G_GAN: 3.659 G_L1: 4.771 D_real: 0.510 D_fake: 0.087 +(epoch: 119, iters: 24212, time: 0.294, data: 0.022) G_GAN: 3.696 G_L1: 3.573 D_real: 0.194 D_fake: 0.091 +(epoch: 119, iters: 24312, time: 0.295, data: 0.018) G_GAN: 3.911 G_L1: 5.515 D_real: 0.320 D_fake: 0.081 +(epoch: 119, iters: 24412, time: 0.306, data: 0.019) G_GAN: 3.421 G_L1: 3.359 D_real: 0.004 D_fake: 0.089 +(epoch: 119, iters: 24512, time: 0.389, data: 0.020) G_GAN: 4.117 G_L1: 3.034 D_real: 0.002 D_fake: 0.076 +(epoch: 119, iters: 24612, time: 0.251, data: 0.019) G_GAN: 3.628 G_L1: 5.537 D_real: 0.307 D_fake: 0.121 +(epoch: 119, iters: 24712, time: 0.266, data: 0.016) G_GAN: 4.534 G_L1: 3.194 D_real: 0.025 D_fake: 0.109 +(epoch: 119, iters: 24812, time: 0.286, data: 0.014) G_GAN: 2.067 G_L1: 2.768 D_real: 0.246 D_fake: 0.376 +(epoch: 119, iters: 24912, time: 0.390, data: 0.017) G_GAN: 1.910 G_L1: 2.705 D_real: 0.179 D_fake: 0.325 +(epoch: 119, iters: 25012, time: 0.293, data: 0.018) G_GAN: 4.406 G_L1: 6.228 D_real: 0.008 D_fake: 0.086 +(epoch: 119, iters: 25112, time: 0.288, data: 0.020) G_GAN: 2.893 G_L1: 3.015 D_real: 0.145 D_fake: 0.200 +(epoch: 119, iters: 25212, time: 0.283, data: 0.018) G_GAN: 2.436 G_L1: 3.217 D_real: 0.076 D_fake: 0.418 +(epoch: 119, iters: 25312, time: 0.394, data: 0.017) G_GAN: 3.384 G_L1: 3.961 D_real: 0.070 D_fake: 0.128 +(epoch: 119, iters: 25412, time: 0.289, data: 0.016) G_GAN: 3.000 G_L1: 4.187 D_real: 0.170 D_fake: 0.251 +(epoch: 119, iters: 25512, time: 0.295, data: 0.020) G_GAN: 2.386 G_L1: 2.436 D_real: 0.036 D_fake: 0.452 +(epoch: 119, iters: 25612, time: 0.274, data: 0.019) G_GAN: 3.014 G_L1: 4.649 D_real: 0.087 D_fake: 0.141 +(epoch: 119, iters: 25712, time: 0.399, data: 0.016) G_GAN: 3.805 G_L1: 3.865 D_real: 0.195 D_fake: 0.138 +(epoch: 119, iters: 25812, time: 0.292, data: 0.017) G_GAN: 3.687 G_L1: 4.793 D_real: 0.049 D_fake: 0.119 +(epoch: 119, iters: 25912, time: 0.284, data: 0.018) G_GAN: 4.121 G_L1: 3.894 D_real: 0.003 D_fake: 0.079 +(epoch: 119, iters: 26012, time: 0.273, data: 0.018) G_GAN: 2.549 G_L1: 4.488 D_real: 0.295 D_fake: 0.188 +(epoch: 119, iters: 26112, time: 0.687, data: 0.016) G_GAN: 3.498 G_L1: 3.553 D_real: 0.333 D_fake: 0.156 +(epoch: 119, iters: 26212, time: 0.297, data: 0.021) G_GAN: 3.019 G_L1: 3.480 D_real: 0.074 D_fake: 0.248 +(epoch: 119, iters: 26312, time: 0.290, data: 0.018) G_GAN: 2.190 G_L1: 4.153 D_real: 0.207 D_fake: 0.329 +(epoch: 119, iters: 26412, time: 0.288, data: 0.017) G_GAN: 3.416 G_L1: 4.143 D_real: 0.135 D_fake: 0.102 +(epoch: 119, iters: 26512, time: 0.407, data: 0.018) G_GAN: 3.305 G_L1: 3.299 D_real: 0.221 D_fake: 0.123 +(epoch: 119, iters: 26612, time: 0.286, data: 0.017) G_GAN: 2.279 G_L1: 4.736 D_real: 0.195 D_fake: 0.369 +(epoch: 119, iters: 26712, time: 0.296, data: 0.017) G_GAN: 2.290 G_L1: 2.379 D_real: 0.112 D_fake: 0.296 +(epoch: 119, iters: 26812, time: 0.288, data: 0.020) G_GAN: 2.814 G_L1: 3.964 D_real: 0.058 D_fake: 0.150 +(epoch: 119, iters: 26912, time: 0.392, data: 0.018) G_GAN: 2.611 G_L1: 2.508 D_real: 0.112 D_fake: 0.183 +(epoch: 119, iters: 27012, time: 0.286, data: 0.021) G_GAN: 4.145 G_L1: 5.105 D_real: 0.008 D_fake: 0.100 +(epoch: 119, iters: 27112, time: 0.297, data: 0.018) G_GAN: 2.893 G_L1: 2.793 D_real: 0.459 D_fake: 0.209 +(epoch: 119, iters: 27212, time: 0.296, data: 0.021) G_GAN: 4.020 G_L1: 3.412 D_real: 0.433 D_fake: 0.070 +(epoch: 119, iters: 27312, time: 0.372, data: 0.019) G_GAN: 2.996 G_L1: 3.664 D_real: 0.013 D_fake: 0.125 +(epoch: 119, iters: 27412, time: 0.288, data: 0.019) G_GAN: 5.385 G_L1: 3.403 D_real: 0.820 D_fake: 0.015 +(epoch: 119, iters: 27512, time: 0.271, data: 0.020) G_GAN: 2.455 G_L1: 2.010 D_real: 0.959 D_fake: 0.179 +(epoch: 119, iters: 27612, time: 0.294, data: 0.016) G_GAN: 3.949 G_L1: 2.962 D_real: 0.075 D_fake: 0.062 +(epoch: 119, iters: 27712, time: 0.395, data: 0.019) G_GAN: 2.363 G_L1: 4.625 D_real: 0.050 D_fake: 0.230 +(epoch: 119, iters: 27812, time: 0.306, data: 0.020) G_GAN: 3.604 G_L1: 2.936 D_real: 0.463 D_fake: 0.068 +(epoch: 119, iters: 27912, time: 0.283, data: 0.019) G_GAN: 3.344 G_L1: 2.715 D_real: 0.500 D_fake: 0.112 +(epoch: 119, iters: 28012, time: 0.288, data: 0.018) G_GAN: 2.467 G_L1: 3.086 D_real: 0.229 D_fake: 0.209 +(epoch: 119, iters: 28112, time: 0.628, data: 0.017) G_GAN: 2.976 G_L1: 3.026 D_real: 0.059 D_fake: 0.205 +(epoch: 119, iters: 28212, time: 0.291, data: 0.019) G_GAN: 3.962 G_L1: 4.229 D_real: 0.008 D_fake: 0.109 +(epoch: 119, iters: 28312, time: 0.294, data: 0.018) G_GAN: 3.277 G_L1: 3.042 D_real: 0.123 D_fake: 0.114 +(epoch: 119, iters: 28412, time: 0.299, data: 0.018) G_GAN: 5.452 G_L1: 4.637 D_real: 0.043 D_fake: 0.013 +(epoch: 119, iters: 28512, time: 0.423, data: 0.021) G_GAN: 2.413 G_L1: 3.379 D_real: 0.102 D_fake: 0.226 +(epoch: 119, iters: 28612, time: 0.300, data: 0.018) G_GAN: 3.530 G_L1: 5.557 D_real: 0.150 D_fake: 0.098 +(epoch: 119, iters: 28712, time: 0.300, data: 0.019) G_GAN: 2.653 G_L1: 3.488 D_real: 0.153 D_fake: 0.183 +(epoch: 119, iters: 28812, time: 0.302, data: 0.018) G_GAN: 7.101 G_L1: 4.657 D_real: 0.000 D_fake: 0.017 +(epoch: 119, iters: 28912, time: 0.418, data: 0.019) G_GAN: 3.693 G_L1: 4.114 D_real: 0.096 D_fake: 0.120 +(epoch: 119, iters: 29012, time: 0.282, data: 0.018) G_GAN: 3.427 G_L1: 3.464 D_real: 0.299 D_fake: 0.127 +(epoch: 119, iters: 29112, time: 0.304, data: 0.016) G_GAN: 3.543 G_L1: 3.896 D_real: 0.326 D_fake: 0.117 +(epoch: 119, iters: 29212, time: 0.285, data: 0.018) G_GAN: 4.474 G_L1: 3.716 D_real: 0.307 D_fake: 0.047 +(epoch: 119, iters: 29312, time: 0.424, data: 0.019) G_GAN: 2.582 G_L1: 4.221 D_real: 0.334 D_fake: 0.177 +(epoch: 119, iters: 29412, time: 0.287, data: 0.021) G_GAN: 3.561 G_L1: 3.619 D_real: 0.642 D_fake: 0.107 +(epoch: 119, iters: 29512, time: 0.290, data: 0.019) G_GAN: 3.891 G_L1: 3.383 D_real: 0.075 D_fake: 0.073 +(epoch: 119, iters: 29612, time: 0.297, data: 0.019) G_GAN: 2.967 G_L1: 2.849 D_real: 0.377 D_fake: 0.145 +(epoch: 119, iters: 29712, time: 0.413, data: 0.021) G_GAN: 3.451 G_L1: 3.722 D_real: 0.156 D_fake: 0.186 +(epoch: 119, iters: 29812, time: 0.303, data: 0.019) G_GAN: 2.724 G_L1: 3.106 D_real: 0.295 D_fake: 0.139 +(epoch: 119, iters: 29912, time: 0.287, data: 0.020) G_GAN: 3.836 G_L1: 3.096 D_real: 0.532 D_fake: 0.071 +(epoch: 119, iters: 30012, time: 0.281, data: 0.018) G_GAN: 3.441 G_L1: 3.615 D_real: 0.035 D_fake: 0.099 +(epoch: 119, iters: 30112, time: 0.660, data: 0.016) G_GAN: 3.497 G_L1: 4.087 D_real: 0.038 D_fake: 0.085 +(epoch: 119, iters: 30212, time: 0.273, data: 0.021) G_GAN: 3.551 G_L1: 5.196 D_real: 0.157 D_fake: 0.124 +(epoch: 119, iters: 30312, time: 0.290, data: 0.016) G_GAN: 2.477 G_L1: 3.139 D_real: 0.389 D_fake: 0.236 +(epoch: 119, iters: 30412, time: 0.286, data: 0.018) G_GAN: 3.349 G_L1: 4.205 D_real: 0.233 D_fake: 0.096 +(epoch: 119, iters: 30512, time: 0.412, data: 0.016) G_GAN: 3.428 G_L1: 3.419 D_real: 0.163 D_fake: 0.128 +(epoch: 119, iters: 30612, time: 0.298, data: 0.018) G_GAN: 3.003 G_L1: 3.596 D_real: 0.073 D_fake: 0.166 +(epoch: 119, iters: 30712, time: 0.301, data: 0.018) G_GAN: 3.068 G_L1: 3.518 D_real: 0.712 D_fake: 0.135 +(epoch: 119, iters: 30812, time: 0.265, data: 0.021) G_GAN: 3.042 G_L1: 3.223 D_real: 0.209 D_fake: 0.193 +(epoch: 119, iters: 30912, time: 0.410, data: 0.018) G_GAN: 3.370 G_L1: 3.595 D_real: 0.016 D_fake: 0.212 +(epoch: 119, iters: 31012, time: 0.296, data: 0.018) G_GAN: 2.280 G_L1: 3.658 D_real: 0.128 D_fake: 0.316 +(epoch: 119, iters: 31112, time: 0.282, data: 0.022) G_GAN: 2.215 G_L1: 3.355 D_real: 0.471 D_fake: 0.269 +(epoch: 119, iters: 31212, time: 0.298, data: 0.019) G_GAN: 3.533 G_L1: 2.893 D_real: 0.729 D_fake: 0.084 +(epoch: 119, iters: 31312, time: 0.399, data: 0.019) G_GAN: 3.313 G_L1: 3.527 D_real: 0.193 D_fake: 0.471 +(epoch: 119, iters: 31412, time: 0.287, data: 0.021) G_GAN: 3.280 G_L1: 4.208 D_real: 0.081 D_fake: 0.135 +(epoch: 119, iters: 31512, time: 0.300, data: 0.018) G_GAN: 4.014 G_L1: 3.508 D_real: 0.097 D_fake: 0.059 +(epoch: 119, iters: 31612, time: 0.293, data: 0.020) G_GAN: 2.677 G_L1: 2.919 D_real: 0.091 D_fake: 0.196 +(epoch: 119, iters: 31712, time: 0.411, data: 0.019) G_GAN: 2.630 G_L1: 3.017 D_real: 0.210 D_fake: 0.232 +(epoch: 119, iters: 31812, time: 0.296, data: 0.020) G_GAN: 3.573 G_L1: 3.804 D_real: 0.161 D_fake: 0.105 +(epoch: 119, iters: 31912, time: 0.295, data: 0.021) G_GAN: 3.582 G_L1: 4.417 D_real: 0.145 D_fake: 0.074 +(epoch: 119, iters: 32012, time: 0.293, data: 0.019) G_GAN: 3.433 G_L1: 3.372 D_real: 0.007 D_fake: 0.104 +(epoch: 119, iters: 32112, time: 0.667, data: 0.018) G_GAN: 2.916 G_L1: 2.066 D_real: 0.271 D_fake: 0.138 +(epoch: 119, iters: 32212, time: 0.300, data: 0.018) G_GAN: 2.690 G_L1: 4.064 D_real: 0.135 D_fake: 0.325 +(epoch: 119, iters: 32312, time: 0.303, data: 0.019) G_GAN: 3.299 G_L1: 4.097 D_real: 0.432 D_fake: 0.089 +(epoch: 119, iters: 32412, time: 0.302, data: 0.019) G_GAN: 3.564 G_L1: 4.327 D_real: 0.247 D_fake: 0.168 +(epoch: 119, iters: 32512, time: 0.414, data: 0.019) G_GAN: 3.780 G_L1: 3.781 D_real: 0.248 D_fake: 0.075 +(epoch: 119, iters: 32612, time: 0.285, data: 0.021) G_GAN: 3.548 G_L1: 3.747 D_real: 0.259 D_fake: 0.111 +(epoch: 119, iters: 32712, time: 0.296, data: 0.019) G_GAN: 3.065 G_L1: 3.324 D_real: 0.268 D_fake: 0.111 +(epoch: 119, iters: 32812, time: 0.292, data: 0.019) G_GAN: 2.604 G_L1: 2.987 D_real: 0.025 D_fake: 0.256 +(epoch: 119, iters: 32912, time: 0.428, data: 0.019) G_GAN: 3.766 G_L1: 4.239 D_real: 0.146 D_fake: 0.075 +(epoch: 119, iters: 33012, time: 0.291, data: 0.023) G_GAN: 4.512 G_L1: 5.059 D_real: 0.024 D_fake: 0.036 +(epoch: 119, iters: 33112, time: 0.295, data: 0.019) G_GAN: 3.087 G_L1: 3.397 D_real: 0.258 D_fake: 0.118 +(epoch: 119, iters: 33212, time: 0.302, data: 0.019) G_GAN: 3.445 G_L1: 2.479 D_real: 0.294 D_fake: 0.110 +(epoch: 119, iters: 33312, time: 0.402, data: 0.019) G_GAN: 4.259 G_L1: 3.686 D_real: 0.017 D_fake: 0.046 +(epoch: 119, iters: 33412, time: 0.298, data: 0.016) G_GAN: 2.460 G_L1: 3.385 D_real: 0.278 D_fake: 0.329 +(epoch: 119, iters: 33512, time: 0.284, data: 0.019) G_GAN: 4.620 G_L1: 4.012 D_real: 0.001 D_fake: 0.035 +(epoch: 119, iters: 33612, time: 0.283, data: 0.018) G_GAN: 2.734 G_L1: 3.863 D_real: 0.297 D_fake: 0.190 +(epoch: 119, iters: 33712, time: 0.393, data: 0.017) G_GAN: 3.004 G_L1: 2.431 D_real: 0.301 D_fake: 0.108 +(epoch: 119, iters: 33812, time: 0.296, data: 0.019) G_GAN: 4.110 G_L1: 4.476 D_real: 0.514 D_fake: 0.092 +(epoch: 119, iters: 33912, time: 0.288, data: 0.021) G_GAN: 2.610 G_L1: 3.090 D_real: 0.049 D_fake: 0.307 +(epoch: 119, iters: 34012, time: 0.303, data: 0.018) G_GAN: 2.511 G_L1: 4.358 D_real: 0.427 D_fake: 0.404 +(epoch: 119, iters: 34112, time: 0.696, data: 0.022) G_GAN: 3.521 G_L1: 2.942 D_real: 0.022 D_fake: 0.087 +(epoch: 119, iters: 34212, time: 0.294, data: 0.022) G_GAN: 4.762 G_L1: 3.490 D_real: 0.013 D_fake: 0.040 +(epoch: 119, iters: 34312, time: 0.299, data: 0.018) G_GAN: 2.121 G_L1: 4.125 D_real: 0.047 D_fake: 0.497 +(epoch: 119, iters: 34412, time: 0.292, data: 0.020) G_GAN: 3.184 G_L1: 3.805 D_real: 0.088 D_fake: 0.379 +(epoch: 119, iters: 34512, time: 0.413, data: 0.018) G_GAN: 3.053 G_L1: 3.905 D_real: 0.161 D_fake: 0.135 +(epoch: 119, iters: 34612, time: 0.287, data: 0.019) G_GAN: 5.653 G_L1: 4.588 D_real: 0.082 D_fake: 0.031 +(epoch: 119, iters: 34712, time: 0.298, data: 0.018) G_GAN: 3.696 G_L1: 3.521 D_real: 0.314 D_fake: 0.185 +(epoch: 119, iters: 34812, time: 0.292, data: 0.018) G_GAN: 3.445 G_L1: 3.000 D_real: 0.940 D_fake: 0.182 +(epoch: 119, iters: 34912, time: 0.412, data: 0.017) G_GAN: 3.964 G_L1: 3.687 D_real: 0.142 D_fake: 0.071 +(epoch: 119, iters: 35012, time: 0.299, data: 0.017) G_GAN: 2.664 G_L1: 3.681 D_real: 0.023 D_fake: 0.185 +(epoch: 119, iters: 35112, time: 0.298, data: 0.020) G_GAN: 2.835 G_L1: 3.577 D_real: 0.024 D_fake: 0.191 +(epoch: 119, iters: 35212, time: 0.299, data: 0.019) G_GAN: 2.434 G_L1: 3.475 D_real: 0.130 D_fake: 0.199 +(epoch: 119, iters: 35312, time: 0.378, data: 0.020) G_GAN: 1.849 G_L1: 5.268 D_real: 0.154 D_fake: 0.429 +(epoch: 119, iters: 35412, time: 0.293, data: 0.019) G_GAN: 3.222 G_L1: 3.702 D_real: 0.035 D_fake: 0.150 +(epoch: 119, iters: 35512, time: 0.291, data: 0.022) G_GAN: 3.120 G_L1: 2.623 D_real: 0.208 D_fake: 0.141 +(epoch: 119, iters: 35612, time: 0.283, data: 0.019) G_GAN: 3.043 G_L1: 3.516 D_real: 0.336 D_fake: 0.138 +(epoch: 119, iters: 35712, time: 0.412, data: 0.018) G_GAN: 2.391 G_L1: 3.185 D_real: 0.188 D_fake: 0.229 +(epoch: 119, iters: 35812, time: 0.300, data: 0.019) G_GAN: 2.495 G_L1: 3.607 D_real: 0.578 D_fake: 0.214 +(epoch: 119, iters: 35912, time: 0.292, data: 0.020) G_GAN: 2.129 G_L1: 5.161 D_real: 0.310 D_fake: 0.286 +(epoch: 119, iters: 36012, time: 0.295, data: 0.019) G_GAN: 3.170 G_L1: 3.569 D_real: 0.102 D_fake: 0.267 +(epoch: 119, iters: 36112, time: 0.675, data: 0.019) G_GAN: 4.295 G_L1: 4.118 D_real: 0.030 D_fake: 0.110 +(epoch: 119, iters: 36212, time: 0.287, data: 0.021) G_GAN: 3.630 G_L1: 3.968 D_real: 0.157 D_fake: 0.078 +(epoch: 119, iters: 36312, time: 0.302, data: 0.020) G_GAN: 3.168 G_L1: 3.141 D_real: 0.174 D_fake: 0.144 +(epoch: 119, iters: 36412, time: 0.294, data: 0.019) G_GAN: 2.485 G_L1: 2.444 D_real: 0.239 D_fake: 0.192 +(epoch: 119, iters: 36512, time: 0.421, data: 0.019) G_GAN: 3.452 G_L1: 2.436 D_real: 0.134 D_fake: 0.115 +(epoch: 119, iters: 36612, time: 0.302, data: 0.018) G_GAN: 4.093 G_L1: 3.158 D_real: 0.117 D_fake: 0.129 +(epoch: 119, iters: 36712, time: 0.290, data: 0.020) G_GAN: 3.710 G_L1: 2.435 D_real: 0.483 D_fake: 0.057 +(epoch: 119, iters: 36812, time: 0.291, data: 0.019) G_GAN: 1.906 G_L1: 3.062 D_real: 0.664 D_fake: 0.517 +(epoch: 119, iters: 36912, time: 0.413, data: 0.018) G_GAN: 3.937 G_L1: 3.361 D_real: 0.175 D_fake: 0.162 +(epoch: 119, iters: 37012, time: 0.297, data: 0.019) G_GAN: 3.546 G_L1: 4.020 D_real: 0.024 D_fake: 0.079 +(epoch: 119, iters: 37112, time: 0.292, data: 0.021) G_GAN: 2.728 G_L1: 4.507 D_real: 0.028 D_fake: 0.199 +(epoch: 119, iters: 37212, time: 0.295, data: 0.018) G_GAN: 3.854 G_L1: 3.253 D_real: 0.119 D_fake: 0.126 +(epoch: 119, iters: 37312, time: 0.424, data: 0.018) G_GAN: 2.121 G_L1: 4.083 D_real: 0.327 D_fake: 0.491 +(epoch: 119, iters: 37412, time: 0.292, data: 0.019) G_GAN: 3.209 G_L1: 2.674 D_real: 0.097 D_fake: 0.097 +(epoch: 119, iters: 37512, time: 0.290, data: 0.019) G_GAN: 2.869 G_L1: 2.928 D_real: 0.093 D_fake: 0.135 +(epoch: 119, iters: 37612, time: 0.299, data: 0.022) G_GAN: 3.767 G_L1: 3.230 D_real: 0.003 D_fake: 0.104 +(epoch: 119, iters: 37712, time: 0.410, data: 0.021) G_GAN: 2.860 G_L1: 2.937 D_real: 0.697 D_fake: 0.169 +(epoch: 119, iters: 37812, time: 0.292, data: 0.019) G_GAN: 3.184 G_L1: 2.716 D_real: 0.251 D_fake: 0.181 +(epoch: 119, iters: 37912, time: 0.277, data: 0.018) G_GAN: 2.797 G_L1: 4.040 D_real: 0.009 D_fake: 0.188 +(epoch: 119, iters: 38012, time: 0.302, data: 0.016) G_GAN: 3.058 G_L1: 4.228 D_real: 0.130 D_fake: 0.153 +(epoch: 119, iters: 38112, time: 0.679, data: 0.021) G_GAN: 2.080 G_L1: 4.514 D_real: 0.055 D_fake: 0.316 +(epoch: 119, iters: 38212, time: 0.293, data: 0.019) G_GAN: 2.787 G_L1: 3.682 D_real: 0.187 D_fake: 0.156 +(epoch: 119, iters: 38312, time: 0.265, data: 0.019) G_GAN: 3.039 G_L1: 2.736 D_real: 0.300 D_fake: 0.122 +(epoch: 119, iters: 38412, time: 0.283, data: 0.015) G_GAN: 3.148 G_L1: 3.725 D_real: 0.245 D_fake: 0.259 +(epoch: 119, iters: 38512, time: 0.407, data: 0.017) G_GAN: 2.501 G_L1: 3.112 D_real: 0.097 D_fake: 0.199 +(epoch: 119, iters: 38612, time: 0.296, data: 0.018) G_GAN: 3.499 G_L1: 3.399 D_real: 0.305 D_fake: 0.073 +(epoch: 119, iters: 38712, time: 0.295, data: 0.019) G_GAN: 2.349 G_L1: 2.877 D_real: 0.330 D_fake: 0.237 +(epoch: 119, iters: 38812, time: 0.293, data: 0.023) G_GAN: 4.058 G_L1: 3.692 D_real: 0.207 D_fake: 0.073 +(epoch: 119, iters: 38912, time: 0.400, data: 0.018) G_GAN: 2.905 G_L1: 2.523 D_real: 0.122 D_fake: 0.146 +(epoch: 119, iters: 39012, time: 0.304, data: 0.019) G_GAN: 3.463 G_L1: 4.509 D_real: 0.063 D_fake: 0.198 +(epoch: 119, iters: 39112, time: 0.299, data: 0.020) G_GAN: 3.670 G_L1: 6.087 D_real: 0.015 D_fake: 0.145 +(epoch: 119, iters: 39212, time: 0.304, data: 0.020) G_GAN: 3.069 G_L1: 3.574 D_real: 0.011 D_fake: 0.218 +(epoch: 119, iters: 39312, time: 0.416, data: 0.019) G_GAN: 2.693 G_L1: 4.223 D_real: 0.319 D_fake: 0.183 +(epoch: 119, iters: 39412, time: 0.304, data: 0.018) G_GAN: 3.360 G_L1: 3.455 D_real: 0.161 D_fake: 0.098 +(epoch: 119, iters: 39512, time: 0.283, data: 0.019) G_GAN: 2.533 G_L1: 4.430 D_real: 0.016 D_fake: 0.319 +(epoch: 119, iters: 39612, time: 0.295, data: 0.017) G_GAN: 3.270 G_L1: 3.034 D_real: 0.118 D_fake: 0.196 +(epoch: 119, iters: 39712, time: 0.421, data: 0.019) G_GAN: 2.677 G_L1: 3.474 D_real: 0.489 D_fake: 0.189 +(epoch: 119, iters: 39812, time: 0.299, data: 0.019) G_GAN: 2.695 G_L1: 4.249 D_real: 0.143 D_fake: 0.258 +(epoch: 119, iters: 39912, time: 0.293, data: 0.019) G_GAN: 3.999 G_L1: 4.094 D_real: 0.021 D_fake: 0.075 +(epoch: 119, iters: 40012, time: 0.295, data: 0.018) G_GAN: 2.672 G_L1: 3.122 D_real: 0.045 D_fake: 0.177 +(epoch: 119, iters: 40112, time: 0.653, data: 0.019) G_GAN: 3.114 G_L1: 3.803 D_real: 0.392 D_fake: 0.105 +(epoch: 119, iters: 40212, time: 0.300, data: 0.018) G_GAN: 4.112 G_L1: 4.181 D_real: 0.267 D_fake: 0.086 +(epoch: 119, iters: 40312, time: 0.289, data: 0.020) G_GAN: 3.586 G_L1: 3.829 D_real: 0.027 D_fake: 0.099 +(epoch: 119, iters: 40412, time: 0.296, data: 0.018) G_GAN: 2.290 G_L1: 4.699 D_real: 0.024 D_fake: 0.238 +(epoch: 119, iters: 40512, time: 0.385, data: 0.020) G_GAN: 3.611 G_L1: 2.726 D_real: 0.105 D_fake: 0.066 +(epoch: 119, iters: 40612, time: 0.275, data: 0.018) G_GAN: 2.978 G_L1: 2.603 D_real: 0.068 D_fake: 0.134 +(epoch: 119, iters: 40712, time: 0.299, data: 0.018) G_GAN: 3.594 G_L1: 3.498 D_real: 0.290 D_fake: 0.222 +(epoch: 119, iters: 40812, time: 0.291, data: 0.019) G_GAN: 2.531 G_L1: 3.674 D_real: 0.146 D_fake: 0.275 +(epoch: 119, iters: 40912, time: 0.416, data: 0.016) G_GAN: 3.877 G_L1: 3.843 D_real: 0.020 D_fake: 0.066 +(epoch: 119, iters: 41012, time: 0.303, data: 0.019) G_GAN: 3.265 G_L1: 5.117 D_real: 0.023 D_fake: 0.123 +(epoch: 119, iters: 41112, time: 0.300, data: 0.020) G_GAN: 3.175 G_L1: 3.267 D_real: 0.286 D_fake: 0.109 +(epoch: 119, iters: 41212, time: 0.307, data: 0.018) G_GAN: 3.658 G_L1: 4.297 D_real: 0.063 D_fake: 0.153 +(epoch: 119, iters: 41312, time: 0.416, data: 0.020) G_GAN: 2.416 G_L1: 4.892 D_real: 0.044 D_fake: 0.343 +(epoch: 119, iters: 41412, time: 0.304, data: 0.019) G_GAN: 3.558 G_L1: 4.659 D_real: 0.016 D_fake: 0.131 +(epoch: 119, iters: 41512, time: 0.302, data: 0.018) G_GAN: 2.496 G_L1: 3.687 D_real: 0.123 D_fake: 0.192 +(epoch: 119, iters: 41612, time: 0.296, data: 0.019) G_GAN: 3.859 G_L1: 3.191 D_real: 0.308 D_fake: 0.092 +(epoch: 119, iters: 41712, time: 0.397, data: 0.019) G_GAN: 3.119 G_L1: 4.596 D_real: 0.020 D_fake: 0.286 +(epoch: 119, iters: 41812, time: 0.305, data: 0.019) G_GAN: 4.225 G_L1: 2.871 D_real: 0.277 D_fake: 0.086 +(epoch: 119, iters: 41912, time: 0.300, data: 0.021) G_GAN: 2.891 G_L1: 2.824 D_real: 0.057 D_fake: 0.266 +(epoch: 119, iters: 42012, time: 0.301, data: 0.019) G_GAN: 3.192 G_L1: 3.706 D_real: 0.066 D_fake: 0.119 +(epoch: 119, iters: 42112, time: 0.597, data: 0.021) G_GAN: 2.012 G_L1: 2.390 D_real: 0.109 D_fake: 0.308 +(epoch: 119, iters: 42212, time: 0.295, data: 0.019) G_GAN: 2.664 G_L1: 2.552 D_real: 0.520 D_fake: 0.206 +(epoch: 119, iters: 42312, time: 0.287, data: 0.020) G_GAN: 2.895 G_L1: 3.228 D_real: 0.140 D_fake: 0.276 +(epoch: 119, iters: 42412, time: 0.297, data: 0.018) G_GAN: 3.569 G_L1: 3.150 D_real: 0.112 D_fake: 0.072 +(epoch: 119, iters: 42512, time: 0.393, data: 0.018) G_GAN: 2.726 G_L1: 2.572 D_real: 0.076 D_fake: 0.310 +(epoch: 119, iters: 42612, time: 0.294, data: 0.019) G_GAN: 3.714 G_L1: 3.909 D_real: 0.031 D_fake: 0.137 +(epoch: 119, iters: 42712, time: 0.297, data: 0.019) G_GAN: 2.374 G_L1: 3.278 D_real: 0.087 D_fake: 0.286 +(epoch: 119, iters: 42812, time: 0.290, data: 0.020) G_GAN: 3.645 G_L1: 3.427 D_real: 0.182 D_fake: 0.138 +(epoch: 119, iters: 42912, time: 0.375, data: 0.018) G_GAN: 3.986 G_L1: 3.087 D_real: 0.167 D_fake: 0.049 +(epoch: 119, iters: 43012, time: 0.304, data: 0.019) G_GAN: 2.527 G_L1: 3.145 D_real: 0.089 D_fake: 0.239 +(epoch: 119, iters: 43112, time: 0.296, data: 0.021) G_GAN: 3.287 G_L1: 3.711 D_real: 0.104 D_fake: 0.267 +(epoch: 119, iters: 43212, time: 0.298, data: 0.019) G_GAN: 3.418 G_L1: 4.895 D_real: 0.400 D_fake: 0.303 +(epoch: 119, iters: 43312, time: 0.378, data: 0.018) G_GAN: 3.809 G_L1: 3.935 D_real: 0.003 D_fake: 0.078 +(epoch: 119, iters: 43412, time: 0.296, data: 0.018) G_GAN: 2.276 G_L1: 2.034 D_real: 0.397 D_fake: 0.219 +(epoch: 119, iters: 43512, time: 0.286, data: 0.018) G_GAN: 3.223 G_L1: 3.230 D_real: 0.556 D_fake: 0.207 +(epoch: 119, iters: 43612, time: 0.275, data: 0.019) G_GAN: 4.152 G_L1: 3.044 D_real: 0.476 D_fake: 0.196 +(epoch: 119, iters: 43712, time: 0.380, data: 0.015) G_GAN: 3.407 G_L1: 5.647 D_real: 0.083 D_fake: 0.109 +(epoch: 119, iters: 43812, time: 0.282, data: 0.016) G_GAN: 4.211 G_L1: 4.088 D_real: 0.168 D_fake: 0.052 +(epoch: 119, iters: 43912, time: 0.284, data: 0.017) G_GAN: 3.625 G_L1: 3.988 D_real: 0.114 D_fake: 0.158 +(epoch: 119, iters: 44012, time: 0.290, data: 0.019) G_GAN: 2.738 G_L1: 2.571 D_real: 0.025 D_fake: 0.203 +(epoch: 119, iters: 44112, time: 0.640, data: 0.016) G_GAN: 4.693 G_L1: 4.695 D_real: 0.054 D_fake: 0.032 +(epoch: 119, iters: 44212, time: 0.272, data: 0.019) G_GAN: 2.715 G_L1: 3.761 D_real: 0.542 D_fake: 0.180 +(epoch: 119, iters: 44312, time: 0.292, data: 0.015) G_GAN: 2.535 G_L1: 3.875 D_real: 0.037 D_fake: 0.313 +(epoch: 119, iters: 44412, time: 0.284, data: 0.029) G_GAN: 2.898 G_L1: 3.944 D_real: 0.006 D_fake: 0.275 +(epoch: 119, iters: 44512, time: 0.377, data: 0.016) G_GAN: 2.796 G_L1: 5.027 D_real: 0.061 D_fake: 0.337 +(epoch: 119, iters: 44612, time: 0.285, data: 0.015) G_GAN: 2.174 G_L1: 2.670 D_real: 0.247 D_fake: 0.278 +(epoch: 119, iters: 44712, time: 0.276, data: 0.017) G_GAN: 3.210 G_L1: 2.845 D_real: 0.195 D_fake: 0.094 +(epoch: 119, iters: 44812, time: 0.289, data: 0.015) G_GAN: 3.003 G_L1: 3.961 D_real: 0.524 D_fake: 0.144 +(epoch: 119, iters: 44912, time: 0.373, data: 0.017) G_GAN: 2.390 G_L1: 2.730 D_real: 0.072 D_fake: 0.255 +(epoch: 119, iters: 45012, time: 0.265, data: 0.016) G_GAN: 3.634 G_L1: 2.773 D_real: 0.331 D_fake: 0.068 +(epoch: 119, iters: 45112, time: 0.271, data: 0.016) G_GAN: 3.594 G_L1: 3.890 D_real: 0.284 D_fake: 0.237 +(epoch: 119, iters: 45212, time: 0.284, data: 0.016) G_GAN: 3.529 G_L1: 4.412 D_real: 0.350 D_fake: 0.086 +(epoch: 119, iters: 45312, time: 0.409, data: 0.019) G_GAN: 2.428 G_L1: 2.842 D_real: 0.056 D_fake: 0.211 +(epoch: 119, iters: 45412, time: 0.292, data: 0.017) G_GAN: 3.691 G_L1: 2.882 D_real: 0.197 D_fake: 0.086 +(epoch: 119, iters: 45512, time: 0.262, data: 0.017) G_GAN: 3.087 G_L1: 2.889 D_real: 0.068 D_fake: 0.101 +(epoch: 119, iters: 45612, time: 0.284, data: 0.014) G_GAN: 3.291 G_L1: 3.352 D_real: 0.100 D_fake: 0.277 +(epoch: 119, iters: 45712, time: 0.412, data: 0.018) G_GAN: 3.403 G_L1: 6.438 D_real: 0.002 D_fake: 0.090 +(epoch: 119, iters: 45812, time: 0.270, data: 0.019) G_GAN: 4.206 G_L1: 3.104 D_real: 0.495 D_fake: 0.082 +(epoch: 119, iters: 45912, time: 0.292, data: 0.015) G_GAN: 2.992 G_L1: 4.741 D_real: 0.011 D_fake: 0.154 +(epoch: 119, iters: 46012, time: 0.294, data: 0.019) G_GAN: 3.963 G_L1: 3.257 D_real: 0.242 D_fake: 0.107 +(epoch: 119, iters: 46112, time: 0.647, data: 0.018) G_GAN: 2.622 G_L1: 3.817 D_real: 0.041 D_fake: 0.289 +(epoch: 119, iters: 46212, time: 0.281, data: 0.017) G_GAN: 2.419 G_L1: 2.955 D_real: 0.558 D_fake: 0.251 +(epoch: 119, iters: 46312, time: 0.283, data: 0.018) G_GAN: 3.303 G_L1: 4.153 D_real: 0.423 D_fake: 0.172 +(epoch: 119, iters: 46412, time: 0.254, data: 0.016) G_GAN: 2.668 G_L1: 3.096 D_real: 0.262 D_fake: 0.179 +(epoch: 119, iters: 46512, time: 0.384, data: 0.015) G_GAN: 3.610 G_L1: 3.617 D_real: 0.112 D_fake: 0.084 +(epoch: 119, iters: 46612, time: 0.277, data: 0.015) G_GAN: 3.403 G_L1: 5.172 D_real: 0.031 D_fake: 0.097 +(epoch: 119, iters: 46712, time: 0.272, data: 0.015) G_GAN: 2.194 G_L1: 2.414 D_real: 0.482 D_fake: 0.269 +(epoch: 119, iters: 46812, time: 0.274, data: 0.015) G_GAN: 4.338 G_L1: 3.550 D_real: 0.059 D_fake: 0.037 +(epoch: 119, iters: 46912, time: 0.403, data: 0.017) G_GAN: 3.015 G_L1: 4.721 D_real: 0.006 D_fake: 0.273 +(epoch: 119, iters: 47012, time: 0.290, data: 0.015) G_GAN: 3.018 G_L1: 3.105 D_real: 0.508 D_fake: 0.135 +(epoch: 119, iters: 47112, time: 0.277, data: 0.015) G_GAN: 2.942 G_L1: 3.429 D_real: 0.040 D_fake: 0.177 +(epoch: 119, iters: 47212, time: 0.281, data: 0.013) G_GAN: 2.372 G_L1: 3.659 D_real: 0.103 D_fake: 0.260 +(epoch: 119, iters: 47312, time: 0.387, data: 0.017) G_GAN: 4.115 G_L1: 2.895 D_real: 0.242 D_fake: 0.049 +(epoch: 119, iters: 47412, time: 0.293, data: 0.018) G_GAN: 2.957 G_L1: 2.975 D_real: 0.037 D_fake: 0.140 +(epoch: 119, iters: 47512, time: 0.295, data: 0.017) G_GAN: 2.729 G_L1: 3.011 D_real: 0.194 D_fake: 0.212 +(epoch: 119, iters: 47612, time: 0.292, data: 0.018) G_GAN: 2.327 G_L1: 2.604 D_real: 0.438 D_fake: 0.223 +(epoch: 119, iters: 47712, time: 0.411, data: 0.019) G_GAN: 2.926 G_L1: 2.721 D_real: 0.172 D_fake: 0.140 +(epoch: 119, iters: 47812, time: 0.291, data: 0.019) G_GAN: 3.583 G_L1: 2.969 D_real: 0.100 D_fake: 0.076 +(epoch: 119, iters: 47912, time: 0.269, data: 0.018) G_GAN: 3.421 G_L1: 3.599 D_real: 0.126 D_fake: 0.098 +(epoch: 119, iters: 48012, time: 0.267, data: 0.015) G_GAN: 3.636 G_L1: 6.754 D_real: 0.012 D_fake: 0.094 +(epoch: 119, iters: 48112, time: 0.652, data: 0.015) G_GAN: 3.891 G_L1: 4.211 D_real: 0.002 D_fake: 0.086 +(epoch: 119, iters: 48212, time: 0.293, data: 0.019) G_GAN: 2.671 G_L1: 9.626 D_real: 0.003 D_fake: 0.225 +(epoch: 119, iters: 48312, time: 0.283, data: 0.022) G_GAN: 3.788 G_L1: 3.674 D_real: 0.007 D_fake: 0.242 +(epoch: 119, iters: 48412, time: 0.270, data: 0.016) G_GAN: 2.723 G_L1: 3.402 D_real: 0.528 D_fake: 0.258 +(epoch: 119, iters: 48512, time: 0.400, data: 0.016) G_GAN: 3.498 G_L1: 4.267 D_real: 0.204 D_fake: 0.079 +(epoch: 119, iters: 48612, time: 0.281, data: 0.015) G_GAN: 3.076 G_L1: 3.403 D_real: 0.428 D_fake: 0.170 +(epoch: 119, iters: 48712, time: 0.282, data: 0.017) G_GAN: 2.472 G_L1: 3.629 D_real: 0.266 D_fake: 0.205 +(epoch: 119, iters: 48812, time: 0.274, data: 0.017) G_GAN: 2.601 G_L1: 5.292 D_real: 0.010 D_fake: 0.319 +(epoch: 119, iters: 48912, time: 0.406, data: 0.018) G_GAN: 3.900 G_L1: 3.687 D_real: 0.296 D_fake: 0.157 +(epoch: 119, iters: 49012, time: 0.297, data: 0.017) G_GAN: 5.439 G_L1: 3.097 D_real: 0.089 D_fake: 0.032 +(epoch: 119, iters: 49112, time: 0.284, data: 0.018) G_GAN: 4.303 G_L1: 2.784 D_real: 0.097 D_fake: 0.058 +(epoch: 119, iters: 49212, time: 0.282, data: 0.016) G_GAN: 2.931 G_L1: 2.676 D_real: 0.308 D_fake: 0.118 +(epoch: 119, iters: 49312, time: 0.418, data: 0.018) G_GAN: 2.527 G_L1: 3.368 D_real: 0.080 D_fake: 0.231 +(epoch: 119, iters: 49412, time: 0.294, data: 0.017) G_GAN: 3.918 G_L1: 3.461 D_real: 0.002 D_fake: 0.058 +(epoch: 119, iters: 49512, time: 0.278, data: 0.017) G_GAN: 3.451 G_L1: 4.157 D_real: 0.016 D_fake: 0.139 +(epoch: 119, iters: 49612, time: 0.281, data: 0.017) G_GAN: 3.664 G_L1: 4.346 D_real: 0.198 D_fake: 0.186 +(epoch: 119, iters: 49712, time: 0.406, data: 0.016) G_GAN: 2.608 G_L1: 3.286 D_real: 0.058 D_fake: 0.264 +(epoch: 119, iters: 49812, time: 0.279, data: 0.017) G_GAN: 3.361 G_L1: 3.013 D_real: 0.406 D_fake: 0.077 +(epoch: 119, iters: 49912, time: 0.284, data: 0.016) G_GAN: 3.215 G_L1: 3.879 D_real: 0.189 D_fake: 0.098 +(epoch: 119, iters: 50012, time: 0.278, data: 0.018) G_GAN: 2.936 G_L1: 3.608 D_real: 0.183 D_fake: 0.173 +(epoch: 119, iters: 50112, time: 0.646, data: 0.016) G_GAN: 3.267 G_L1: 3.881 D_real: 0.152 D_fake: 0.160 +(epoch: 119, iters: 50212, time: 0.272, data: 0.017) G_GAN: 3.153 G_L1: 3.321 D_real: 0.224 D_fake: 0.200 +(epoch: 119, iters: 50312, time: 0.281, data: 0.014) G_GAN: 3.403 G_L1: 3.661 D_real: 0.050 D_fake: 0.122 +(epoch: 119, iters: 50412, time: 0.290, data: 0.017) G_GAN: 3.708 G_L1: 4.018 D_real: 0.087 D_fake: 0.095 +(epoch: 119, iters: 50512, time: 0.393, data: 0.019) G_GAN: 4.031 G_L1: 3.152 D_real: 0.043 D_fake: 0.066 +(epoch: 119, iters: 50612, time: 0.283, data: 0.015) G_GAN: 4.602 G_L1: 3.199 D_real: 0.081 D_fake: 0.039 +(epoch: 119, iters: 50712, time: 0.285, data: 0.017) G_GAN: 3.332 G_L1: 3.362 D_real: 0.079 D_fake: 0.266 +(epoch: 119, iters: 50812, time: 0.290, data: 0.017) G_GAN: 3.063 G_L1: 3.715 D_real: 0.191 D_fake: 0.134 +(epoch: 119, iters: 50912, time: 0.406, data: 0.018) G_GAN: 3.004 G_L1: 2.652 D_real: 0.329 D_fake: 0.139 +(epoch: 119, iters: 51012, time: 0.301, data: 0.017) G_GAN: 3.287 G_L1: 3.705 D_real: 1.113 D_fake: 0.212 +(epoch: 119, iters: 51112, time: 0.306, data: 0.018) G_GAN: 2.743 G_L1: 2.961 D_real: 0.343 D_fake: 0.325 +(epoch: 119, iters: 51212, time: 0.275, data: 0.018) G_GAN: 2.409 G_L1: 4.210 D_real: 0.359 D_fake: 0.353 +(epoch: 119, iters: 51312, time: 0.413, data: 0.018) G_GAN: 4.103 G_L1: 3.636 D_real: 0.113 D_fake: 0.039 +(epoch: 119, iters: 51412, time: 0.279, data: 0.019) G_GAN: 2.771 G_L1: 3.697 D_real: 0.053 D_fake: 0.175 +(epoch: 119, iters: 51512, time: 0.267, data: 0.016) G_GAN: 3.258 G_L1: 5.112 D_real: 0.107 D_fake: 0.128 +(epoch: 119, iters: 51612, time: 0.295, data: 0.017) G_GAN: 2.624 G_L1: 3.203 D_real: 0.022 D_fake: 0.241 +(epoch: 119, iters: 51712, time: 0.411, data: 0.017) G_GAN: 3.736 G_L1: 3.327 D_real: 0.270 D_fake: 0.095 +(epoch: 119, iters: 51812, time: 0.284, data: 0.020) G_GAN: 4.770 G_L1: 2.518 D_real: 0.163 D_fake: 0.065 +(epoch: 119, iters: 51912, time: 0.289, data: 0.018) G_GAN: 3.180 G_L1: 2.386 D_real: 0.072 D_fake: 0.106 +(epoch: 119, iters: 52012, time: 0.294, data: 0.017) G_GAN: 3.070 G_L1: 3.100 D_real: 0.249 D_fake: 0.134 +(epoch: 119, iters: 52112, time: 0.617, data: 0.017) G_GAN: 2.679 G_L1: 3.148 D_real: 0.074 D_fake: 0.364 +(epoch: 119, iters: 52212, time: 0.294, data: 0.016) G_GAN: 3.291 G_L1: 3.940 D_real: 0.112 D_fake: 0.151 +(epoch: 119, iters: 52312, time: 0.284, data: 0.019) G_GAN: 3.133 G_L1: 4.576 D_real: 0.008 D_fake: 0.101 +(epoch: 119, iters: 52412, time: 0.285, data: 0.016) G_GAN: 3.372 G_L1: 3.289 D_real: 0.009 D_fake: 0.180 +(epoch: 119, iters: 52512, time: 0.408, data: 0.017) G_GAN: 4.506 G_L1: 3.136 D_real: 0.074 D_fake: 0.091 +(epoch: 119, iters: 52612, time: 0.287, data: 0.017) G_GAN: 4.529 G_L1: 3.839 D_real: 0.363 D_fake: 0.032 +(epoch: 119, iters: 52712, time: 0.288, data: 0.017) G_GAN: 4.204 G_L1: 3.826 D_real: 0.091 D_fake: 0.118 +(epoch: 119, iters: 52812, time: 0.282, data: 0.016) G_GAN: 4.975 G_L1: 3.517 D_real: 0.256 D_fake: 0.025 +(epoch: 119, iters: 52912, time: 0.400, data: 0.016) G_GAN: 3.241 G_L1: 3.304 D_real: 0.024 D_fake: 0.144 +(epoch: 119, iters: 53012, time: 0.277, data: 0.017) G_GAN: 2.357 G_L1: 3.392 D_real: 0.093 D_fake: 0.255 +(epoch: 119, iters: 53112, time: 0.297, data: 0.016) G_GAN: 2.855 G_L1: 4.402 D_real: 0.320 D_fake: 0.186 +(epoch: 119, iters: 53212, time: 0.304, data: 0.018) G_GAN: 3.487 G_L1: 4.055 D_real: 0.054 D_fake: 0.112 +(epoch: 119, iters: 53312, time: 0.413, data: 0.019) G_GAN: 4.012 G_L1: 3.177 D_real: 0.032 D_fake: 0.088 +(epoch: 119, iters: 53412, time: 0.282, data: 0.018) G_GAN: 3.131 G_L1: 2.682 D_real: 0.101 D_fake: 0.157 +(epoch: 119, iters: 53512, time: 0.303, data: 0.017) G_GAN: 2.853 G_L1: 4.742 D_real: 0.231 D_fake: 0.169 +(epoch: 119, iters: 53612, time: 0.301, data: 0.020) G_GAN: 3.544 G_L1: 3.932 D_real: 0.035 D_fake: 0.190 +(epoch: 119, iters: 53712, time: 0.411, data: 0.020) G_GAN: 2.969 G_L1: 2.136 D_real: 0.062 D_fake: 0.161 +(epoch: 119, iters: 53812, time: 0.296, data: 0.019) G_GAN: 2.005 G_L1: 2.357 D_real: 0.469 D_fake: 0.292 +(epoch: 119, iters: 53912, time: 0.298, data: 0.021) G_GAN: 3.799 G_L1: 3.025 D_real: 0.016 D_fake: 0.224 +(epoch: 119, iters: 54012, time: 0.295, data: 0.020) G_GAN: 3.464 G_L1: 5.362 D_real: 0.058 D_fake: 0.101 +(epoch: 119, iters: 54112, time: 0.649, data: 0.018) G_GAN: 3.383 G_L1: 3.798 D_real: 0.301 D_fake: 0.141 +(epoch: 119, iters: 54212, time: 0.284, data: 0.018) G_GAN: 2.730 G_L1: 3.223 D_real: 0.061 D_fake: 0.306 +(epoch: 119, iters: 54312, time: 0.300, data: 0.017) G_GAN: 4.538 G_L1: 3.015 D_real: 0.021 D_fake: 0.042 +(epoch: 119, iters: 54412, time: 0.294, data: 0.020) G_GAN: 3.046 G_L1: 3.274 D_real: 0.156 D_fake: 0.215 +(epoch: 119, iters: 54512, time: 0.397, data: 0.021) G_GAN: 3.997 G_L1: 3.204 D_real: 0.034 D_fake: 0.059 +(epoch: 119, iters: 54612, time: 0.293, data: 0.020) G_GAN: 3.352 G_L1: 4.001 D_real: 0.167 D_fake: 0.147 +(epoch: 119, iters: 54712, time: 0.290, data: 0.018) G_GAN: 3.424 G_L1: 3.986 D_real: 0.075 D_fake: 0.168 +(epoch: 119, iters: 54812, time: 0.291, data: 0.019) G_GAN: 4.175 G_L1: 2.977 D_real: 0.087 D_fake: 0.060 +(epoch: 119, iters: 54912, time: 0.412, data: 0.020) G_GAN: 4.977 G_L1: 2.754 D_real: 0.057 D_fake: 0.119 +(epoch: 119, iters: 55012, time: 0.303, data: 0.017) G_GAN: 3.192 G_L1: 2.747 D_real: 0.482 D_fake: 0.181 +(epoch: 119, iters: 55112, time: 0.294, data: 0.021) G_GAN: 3.295 G_L1: 4.921 D_real: 0.210 D_fake: 0.164 +(epoch: 119, iters: 55212, time: 0.297, data: 0.022) G_GAN: 2.854 G_L1: 3.960 D_real: 0.169 D_fake: 0.149 +(epoch: 119, iters: 55312, time: 0.431, data: 0.018) G_GAN: 3.332 G_L1: 4.379 D_real: 0.069 D_fake: 0.106 +(epoch: 119, iters: 55412, time: 0.300, data: 0.021) G_GAN: 3.409 G_L1: 4.169 D_real: 0.185 D_fake: 0.105 +(epoch: 119, iters: 55512, time: 0.295, data: 0.020) G_GAN: 3.956 G_L1: 2.700 D_real: 0.134 D_fake: 0.136 +(epoch: 119, iters: 55612, time: 0.291, data: 0.018) G_GAN: 3.976 G_L1: 5.508 D_real: 0.102 D_fake: 0.073 +(epoch: 119, iters: 55712, time: 0.391, data: 0.017) G_GAN: 4.094 G_L1: 3.990 D_real: 0.186 D_fake: 0.043 +(epoch: 119, iters: 55812, time: 0.302, data: 0.021) G_GAN: 3.709 G_L1: 2.401 D_real: 0.554 D_fake: 0.067 +(epoch: 119, iters: 55912, time: 0.293, data: 0.020) G_GAN: 3.983 G_L1: 3.090 D_real: 0.125 D_fake: 0.060 +(epoch: 119, iters: 56012, time: 0.299, data: 0.020) G_GAN: 3.040 G_L1: 4.209 D_real: 0.043 D_fake: 0.205 +(epoch: 119, iters: 56112, time: 0.660, data: 0.018) G_GAN: 2.691 G_L1: 3.802 D_real: 0.471 D_fake: 0.146 +(epoch: 119, iters: 56212, time: 0.297, data: 0.020) G_GAN: 3.062 G_L1: 3.675 D_real: 0.154 D_fake: 0.169 +(epoch: 119, iters: 56312, time: 0.302, data: 0.020) G_GAN: 2.391 G_L1: 3.535 D_real: 0.457 D_fake: 0.200 +(epoch: 119, iters: 56412, time: 0.294, data: 0.020) G_GAN: 3.422 G_L1: 3.736 D_real: 0.114 D_fake: 0.326 +(epoch: 119, iters: 56512, time: 0.416, data: 0.018) G_GAN: 2.762 G_L1: 3.860 D_real: 0.456 D_fake: 0.174 +(epoch: 119, iters: 56612, time: 0.292, data: 0.020) G_GAN: 2.242 G_L1: 2.652 D_real: 0.128 D_fake: 0.234 +(epoch: 119, iters: 56712, time: 0.291, data: 0.018) G_GAN: 2.644 G_L1: 4.171 D_real: 0.061 D_fake: 0.233 +(epoch: 119, iters: 56812, time: 0.291, data: 0.020) G_GAN: 2.796 G_L1: 2.992 D_real: 0.337 D_fake: 0.148 +(epoch: 119, iters: 56912, time: 0.416, data: 0.018) G_GAN: 3.092 G_L1: 3.186 D_real: 0.568 D_fake: 0.099 +(epoch: 119, iters: 57012, time: 0.294, data: 0.019) G_GAN: 3.379 G_L1: 3.004 D_real: 0.286 D_fake: 0.087 +(epoch: 119, iters: 57112, time: 0.292, data: 0.020) G_GAN: 3.625 G_L1: 4.215 D_real: 0.006 D_fake: 0.182 +(epoch: 119, iters: 57212, time: 0.293, data: 0.018) G_GAN: 2.493 G_L1: 2.799 D_real: 0.024 D_fake: 0.197 +(epoch: 119, iters: 57312, time: 0.414, data: 0.020) G_GAN: 3.823 G_L1: 4.028 D_real: 0.474 D_fake: 0.080 +(epoch: 119, iters: 57412, time: 0.300, data: 0.019) G_GAN: 2.821 G_L1: 3.415 D_real: 0.126 D_fake: 0.182 +(epoch: 119, iters: 57512, time: 0.301, data: 0.021) G_GAN: 3.002 G_L1: 2.664 D_real: 0.126 D_fake: 0.118 +(epoch: 119, iters: 57612, time: 0.292, data: 0.021) G_GAN: 2.918 G_L1: 4.849 D_real: 0.593 D_fake: 0.183 +(epoch: 119, iters: 57712, time: 0.428, data: 0.022) G_GAN: 3.526 G_L1: 3.984 D_real: 0.002 D_fake: 0.088 +(epoch: 119, iters: 57812, time: 0.294, data: 0.019) G_GAN: 2.884 G_L1: 3.191 D_real: 0.108 D_fake: 0.173 +(epoch: 119, iters: 57912, time: 0.296, data: 0.020) G_GAN: 4.164 G_L1: 5.712 D_real: 0.122 D_fake: 0.059 +(epoch: 119, iters: 58012, time: 0.294, data: 0.018) G_GAN: 3.470 G_L1: 2.690 D_real: 0.627 D_fake: 0.118 +(epoch: 119, iters: 58112, time: 0.655, data: 0.019) G_GAN: 2.919 G_L1: 3.569 D_real: 0.135 D_fake: 0.119 +(epoch: 119, iters: 58212, time: 0.298, data: 0.020) G_GAN: 3.321 G_L1: 3.510 D_real: 0.107 D_fake: 0.135 +(epoch: 119, iters: 58312, time: 0.302, data: 0.020) G_GAN: 3.618 G_L1: 3.469 D_real: 0.007 D_fake: 0.145 +(epoch: 119, iters: 58412, time: 0.293, data: 0.020) G_GAN: 2.747 G_L1: 3.516 D_real: 0.186 D_fake: 0.163 +(epoch: 119, iters: 58512, time: 0.405, data: 0.019) G_GAN: 3.531 G_L1: 5.059 D_real: 0.389 D_fake: 0.107 +(epoch: 119, iters: 58612, time: 0.296, data: 0.018) G_GAN: 2.429 G_L1: 2.465 D_real: 0.177 D_fake: 0.209 +(epoch: 119, iters: 58712, time: 0.301, data: 0.019) G_GAN: 2.970 G_L1: 3.481 D_real: 0.179 D_fake: 0.148 +(epoch: 119, iters: 58812, time: 0.292, data: 0.020) G_GAN: 3.300 G_L1: 4.351 D_real: 0.137 D_fake: 0.108 +(epoch: 119, iters: 58912, time: 0.419, data: 0.018) G_GAN: 3.123 G_L1: 4.561 D_real: 0.056 D_fake: 0.174 +(epoch: 119, iters: 59012, time: 0.291, data: 0.019) G_GAN: 3.138 G_L1: 3.344 D_real: 0.192 D_fake: 0.196 +(epoch: 119, iters: 59112, time: 0.304, data: 0.019) G_GAN: 2.906 G_L1: 4.846 D_real: 0.004 D_fake: 0.188 +(epoch: 119, iters: 59212, time: 0.294, data: 0.019) G_GAN: 4.016 G_L1: 2.767 D_real: 0.497 D_fake: 0.041 +(epoch: 119, iters: 59312, time: 0.432, data: 0.020) G_GAN: 2.058 G_L1: 3.161 D_real: 0.100 D_fake: 0.317 +(epoch: 119, iters: 59412, time: 0.291, data: 0.022) G_GAN: 3.642 G_L1: 3.468 D_real: 0.018 D_fake: 0.082 +(epoch: 119, iters: 59512, time: 0.301, data: 0.019) G_GAN: 3.338 G_L1: 3.794 D_real: 0.290 D_fake: 0.175 +(epoch: 119, iters: 59612, time: 0.289, data: 0.020) G_GAN: 2.854 G_L1: 3.537 D_real: 0.047 D_fake: 0.273 +(epoch: 119, iters: 59712, time: 0.386, data: 0.017) G_GAN: 3.401 G_L1: 3.214 D_real: 0.073 D_fake: 0.085 +(epoch: 119, iters: 59812, time: 0.296, data: 0.019) G_GAN: 4.388 G_L1: 4.114 D_real: 0.235 D_fake: 0.096 +(epoch: 119, iters: 59912, time: 0.305, data: 0.019) G_GAN: 3.081 G_L1: 3.414 D_real: 0.181 D_fake: 0.169 +(epoch: 119, iters: 60012, time: 0.298, data: 0.022) G_GAN: 3.358 G_L1: 4.866 D_real: 0.059 D_fake: 0.098 +(epoch: 120, iters: 96, time: 0.670, data: 0.019) G_GAN: 3.722 G_L1: 5.254 D_real: 0.303 D_fake: 0.085 +(epoch: 120, iters: 196, time: 0.299, data: 0.020) G_GAN: 3.119 G_L1: 3.779 D_real: 0.045 D_fake: 0.130 +(epoch: 120, iters: 296, time: 0.301, data: 0.020) G_GAN: 3.388 G_L1: 3.962 D_real: 0.540 D_fake: 0.201 +(epoch: 120, iters: 396, time: 0.303, data: 0.021) G_GAN: 3.318 G_L1: 3.282 D_real: 0.716 D_fake: 0.141 +(epoch: 120, iters: 496, time: 0.380, data: 0.020) G_GAN: 2.888 G_L1: 3.159 D_real: 0.836 D_fake: 0.159 +(epoch: 120, iters: 596, time: 0.301, data: 0.019) G_GAN: 3.014 G_L1: 3.881 D_real: 0.201 D_fake: 0.125 +(epoch: 120, iters: 696, time: 0.294, data: 0.021) G_GAN: 4.114 G_L1: 5.102 D_real: 0.101 D_fake: 0.066 +(epoch: 120, iters: 796, time: 0.296, data: 0.019) G_GAN: 3.370 G_L1: 3.012 D_real: 0.187 D_fake: 0.127 +(epoch: 120, iters: 896, time: 0.418, data: 0.019) G_GAN: 3.382 G_L1: 2.906 D_real: 0.080 D_fake: 0.082 +(epoch: 120, iters: 996, time: 0.303, data: 0.021) G_GAN: 2.971 G_L1: 4.154 D_real: 0.235 D_fake: 0.176 +(epoch: 120, iters: 1096, time: 0.300, data: 0.020) G_GAN: 3.543 G_L1: 3.382 D_real: 0.414 D_fake: 0.110 +(epoch: 120, iters: 1196, time: 0.299, data: 0.019) G_GAN: 2.431 G_L1: 3.259 D_real: 0.415 D_fake: 0.220 +(epoch: 120, iters: 1296, time: 0.409, data: 0.019) G_GAN: 3.942 G_L1: 3.175 D_real: 0.400 D_fake: 0.087 +(epoch: 120, iters: 1396, time: 0.294, data: 0.018) G_GAN: 3.365 G_L1: 3.237 D_real: 0.381 D_fake: 0.076 +(epoch: 120, iters: 1496, time: 0.296, data: 0.020) G_GAN: 3.823 G_L1: 2.398 D_real: 0.024 D_fake: 0.123 +(epoch: 120, iters: 1596, time: 0.302, data: 0.020) G_GAN: 3.589 G_L1: 3.731 D_real: 0.028 D_fake: 0.267 +(epoch: 120, iters: 1696, time: 0.435, data: 0.021) G_GAN: 3.406 G_L1: 4.429 D_real: 0.003 D_fake: 0.140 +(epoch: 120, iters: 1796, time: 0.293, data: 0.020) G_GAN: 2.216 G_L1: 3.870 D_real: 0.314 D_fake: 0.395 +(epoch: 120, iters: 1896, time: 0.294, data: 0.023) G_GAN: 3.167 G_L1: 4.831 D_real: 1.537 D_fake: 0.177 +(epoch: 120, iters: 1996, time: 0.289, data: 0.020) G_GAN: 3.074 G_L1: 3.496 D_real: 0.114 D_fake: 0.106 +(epoch: 120, iters: 2096, time: 0.669, data: 0.020) G_GAN: 2.667 G_L1: 4.179 D_real: 0.197 D_fake: 0.248 +(epoch: 120, iters: 2196, time: 0.302, data: 0.020) G_GAN: 4.388 G_L1: 3.606 D_real: 0.181 D_fake: 0.054 +(epoch: 120, iters: 2296, time: 0.302, data: 0.020) G_GAN: 2.371 G_L1: 3.526 D_real: 0.032 D_fake: 0.385 +(epoch: 120, iters: 2396, time: 0.286, data: 0.020) G_GAN: 2.796 G_L1: 3.466 D_real: 0.299 D_fake: 0.163 +(epoch: 120, iters: 2496, time: 0.412, data: 0.020) G_GAN: 2.812 G_L1: 3.694 D_real: 0.119 D_fake: 0.300 +(epoch: 120, iters: 2596, time: 0.297, data: 0.021) G_GAN: 2.653 G_L1: 3.749 D_real: 0.134 D_fake: 0.182 +(epoch: 120, iters: 2696, time: 0.294, data: 0.020) G_GAN: 2.843 G_L1: 3.820 D_real: 0.292 D_fake: 0.187 +(epoch: 120, iters: 2796, time: 0.296, data: 0.020) G_GAN: 3.939 G_L1: 3.247 D_real: 0.569 D_fake: 0.135 +(epoch: 120, iters: 2896, time: 0.416, data: 0.019) G_GAN: 3.168 G_L1: 3.048 D_real: 0.297 D_fake: 0.120 +(epoch: 120, iters: 2996, time: 0.301, data: 0.020) G_GAN: 3.716 G_L1: 3.979 D_real: 0.037 D_fake: 0.091 +(epoch: 120, iters: 3096, time: 0.305, data: 0.019) G_GAN: 3.477 G_L1: 3.533 D_real: 0.013 D_fake: 0.092 +(epoch: 120, iters: 3196, time: 0.284, data: 0.020) G_GAN: 3.242 G_L1: 4.599 D_real: 0.109 D_fake: 0.233 +(epoch: 120, iters: 3296, time: 0.417, data: 0.019) G_GAN: 3.745 G_L1: 3.083 D_real: 0.252 D_fake: 0.082 +(epoch: 120, iters: 3396, time: 0.297, data: 0.019) G_GAN: 3.194 G_L1: 5.514 D_real: 0.016 D_fake: 0.097 +(epoch: 120, iters: 3496, time: 0.286, data: 0.019) G_GAN: 2.722 G_L1: 3.607 D_real: 0.390 D_fake: 0.189 +(epoch: 120, iters: 3596, time: 0.294, data: 0.019) G_GAN: 3.411 G_L1: 4.738 D_real: 0.060 D_fake: 0.088 +(epoch: 120, iters: 3696, time: 0.424, data: 0.019) G_GAN: 2.419 G_L1: 3.314 D_real: 0.044 D_fake: 0.296 +(epoch: 120, iters: 3796, time: 0.303, data: 0.020) G_GAN: 3.954 G_L1: 2.797 D_real: 0.288 D_fake: 0.091 +(epoch: 120, iters: 3896, time: 0.302, data: 0.020) G_GAN: 4.557 G_L1: 3.328 D_real: 0.358 D_fake: 0.040 +(epoch: 120, iters: 3996, time: 0.301, data: 0.019) G_GAN: 2.728 G_L1: 3.128 D_real: 0.212 D_fake: 0.164 +(epoch: 120, iters: 4096, time: 0.674, data: 0.020) G_GAN: 3.546 G_L1: 4.463 D_real: 0.277 D_fake: 0.097 +(epoch: 120, iters: 4196, time: 0.294, data: 0.020) G_GAN: 4.069 G_L1: 2.907 D_real: 0.325 D_fake: 0.064 +(epoch: 120, iters: 4296, time: 0.301, data: 0.020) G_GAN: 3.237 G_L1: 3.496 D_real: 0.278 D_fake: 0.122 +(epoch: 120, iters: 4396, time: 0.295, data: 0.021) G_GAN: 2.956 G_L1: 3.461 D_real: 0.205 D_fake: 0.176 +(epoch: 120, iters: 4496, time: 0.425, data: 0.019) G_GAN: 3.435 G_L1: 6.146 D_real: 0.328 D_fake: 0.116 +(epoch: 120, iters: 4596, time: 0.287, data: 0.020) G_GAN: 2.586 G_L1: 3.160 D_real: 0.368 D_fake: 0.242 +(epoch: 120, iters: 4696, time: 0.302, data: 0.019) G_GAN: 2.978 G_L1: 2.740 D_real: 0.092 D_fake: 0.324 +(epoch: 120, iters: 4796, time: 0.302, data: 0.019) G_GAN: 3.575 G_L1: 3.852 D_real: 0.157 D_fake: 0.284 +(epoch: 120, iters: 4896, time: 0.420, data: 0.018) G_GAN: 3.383 G_L1: 3.618 D_real: 0.487 D_fake: 0.099 +(epoch: 120, iters: 4996, time: 0.288, data: 0.019) G_GAN: 4.304 G_L1: 4.085 D_real: 0.244 D_fake: 0.066 +(epoch: 120, iters: 5096, time: 0.296, data: 0.019) G_GAN: 3.142 G_L1: 3.637 D_real: 0.143 D_fake: 0.135 +(epoch: 120, iters: 5196, time: 0.301, data: 0.019) G_GAN: 2.335 G_L1: 3.125 D_real: 0.393 D_fake: 0.372 +(epoch: 120, iters: 5296, time: 0.402, data: 0.018) G_GAN: 2.837 G_L1: 2.932 D_real: 0.303 D_fake: 0.171 +(epoch: 120, iters: 5396, time: 0.273, data: 0.020) G_GAN: 3.087 G_L1: 3.986 D_real: 0.042 D_fake: 0.129 +(epoch: 120, iters: 5496, time: 0.305, data: 0.020) G_GAN: 2.898 G_L1: 3.632 D_real: 0.056 D_fake: 0.158 +(epoch: 120, iters: 5596, time: 0.301, data: 0.019) G_GAN: 3.556 G_L1: 4.708 D_real: 0.256 D_fake: 0.087 +(epoch: 120, iters: 5696, time: 0.422, data: 0.019) G_GAN: 2.982 G_L1: 2.870 D_real: 0.201 D_fake: 0.149 +(epoch: 120, iters: 5796, time: 0.299, data: 0.019) G_GAN: 3.681 G_L1: 3.808 D_real: 0.078 D_fake: 0.074 +(epoch: 120, iters: 5896, time: 0.294, data: 0.020) G_GAN: 2.909 G_L1: 3.840 D_real: 0.337 D_fake: 0.214 +(epoch: 120, iters: 5996, time: 0.295, data: 0.018) G_GAN: 2.765 G_L1: 3.034 D_real: 0.387 D_fake: 0.219 +(epoch: 120, iters: 6096, time: 0.622, data: 0.018) G_GAN: 2.516 G_L1: 2.977 D_real: 0.238 D_fake: 0.215 +(epoch: 120, iters: 6196, time: 0.306, data: 0.019) G_GAN: 3.090 G_L1: 4.328 D_real: 0.167 D_fake: 0.146 +(epoch: 120, iters: 6296, time: 0.296, data: 0.019) G_GAN: 3.364 G_L1: 3.656 D_real: 0.414 D_fake: 0.366 +(epoch: 120, iters: 6396, time: 0.296, data: 0.019) G_GAN: 2.921 G_L1: 2.317 D_real: 0.434 D_fake: 0.126 +(epoch: 120, iters: 6496, time: 0.378, data: 0.017) G_GAN: 2.921 G_L1: 3.651 D_real: 0.433 D_fake: 0.132 +(epoch: 120, iters: 6596, time: 0.290, data: 0.020) G_GAN: 3.845 G_L1: 4.321 D_real: 0.017 D_fake: 0.103 +(epoch: 120, iters: 6696, time: 0.295, data: 0.017) G_GAN: 2.790 G_L1: 2.819 D_real: 0.004 D_fake: 0.135 +(epoch: 120, iters: 6796, time: 0.294, data: 0.018) G_GAN: 2.307 G_L1: 3.137 D_real: 0.342 D_fake: 0.379 +(epoch: 120, iters: 6896, time: 0.395, data: 0.018) G_GAN: 4.063 G_L1: 3.056 D_real: 0.399 D_fake: 0.049 +(epoch: 120, iters: 6996, time: 0.295, data: 0.025) G_GAN: 3.665 G_L1: 3.247 D_real: 0.258 D_fake: 0.147 +(epoch: 120, iters: 7096, time: 0.296, data: 0.018) G_GAN: 2.535 G_L1: 4.491 D_real: 0.086 D_fake: 0.191 +(epoch: 120, iters: 7196, time: 0.298, data: 0.019) G_GAN: 2.795 G_L1: 2.590 D_real: 0.568 D_fake: 0.179 +(epoch: 120, iters: 7296, time: 0.399, data: 0.018) G_GAN: 3.185 G_L1: 3.460 D_real: 0.132 D_fake: 0.147 +(epoch: 120, iters: 7396, time: 0.293, data: 0.017) G_GAN: 2.368 G_L1: 3.120 D_real: 0.205 D_fake: 0.361 +(epoch: 120, iters: 7496, time: 0.284, data: 0.018) G_GAN: 3.268 G_L1: 4.377 D_real: 0.047 D_fake: 0.130 +(epoch: 120, iters: 7596, time: 0.290, data: 0.017) G_GAN: 2.984 G_L1: 4.361 D_real: 0.007 D_fake: 0.204 +(epoch: 120, iters: 7696, time: 0.423, data: 0.021) G_GAN: 3.326 G_L1: 3.932 D_real: 0.041 D_fake: 0.183 +(epoch: 120, iters: 7796, time: 0.296, data: 0.019) G_GAN: 3.393 G_L1: 2.479 D_real: 0.072 D_fake: 0.201 +(epoch: 120, iters: 7896, time: 0.303, data: 0.027) G_GAN: 2.697 G_L1: 3.077 D_real: 0.029 D_fake: 0.196 +(epoch: 120, iters: 7996, time: 0.307, data: 0.019) G_GAN: 2.395 G_L1: 3.341 D_real: 0.224 D_fake: 0.306 +(epoch: 120, iters: 8096, time: 0.661, data: 0.019) G_GAN: 4.158 G_L1: 2.802 D_real: 0.394 D_fake: 0.062 +(epoch: 120, iters: 8196, time: 0.306, data: 0.020) G_GAN: 3.310 G_L1: 3.383 D_real: 0.140 D_fake: 0.156 +(epoch: 120, iters: 8296, time: 0.303, data: 0.019) G_GAN: 2.582 G_L1: 2.762 D_real: 0.295 D_fake: 0.401 +(epoch: 120, iters: 8396, time: 0.299, data: 0.019) G_GAN: 2.478 G_L1: 3.327 D_real: 0.298 D_fake: 0.180 +(epoch: 120, iters: 8496, time: 0.408, data: 0.019) G_GAN: 2.843 G_L1: 2.558 D_real: 0.261 D_fake: 0.229 +(epoch: 120, iters: 8596, time: 0.290, data: 0.017) G_GAN: 3.574 G_L1: 4.268 D_real: 0.018 D_fake: 0.131 +(epoch: 120, iters: 8696, time: 0.305, data: 0.019) G_GAN: 2.843 G_L1: 4.313 D_real: 0.075 D_fake: 0.167 +(epoch: 120, iters: 8796, time: 0.292, data: 0.020) G_GAN: 2.831 G_L1: 4.310 D_real: 0.219 D_fake: 0.180 +(epoch: 120, iters: 8896, time: 0.414, data: 0.018) G_GAN: 4.438 G_L1: 3.627 D_real: 0.134 D_fake: 0.048 +(epoch: 120, iters: 8996, time: 0.294, data: 0.022) G_GAN: 3.393 G_L1: 5.712 D_real: 0.123 D_fake: 0.133 +(epoch: 120, iters: 9096, time: 0.297, data: 0.018) G_GAN: 3.937 G_L1: 6.840 D_real: 0.027 D_fake: 0.133 +(epoch: 120, iters: 9196, time: 0.295, data: 0.019) G_GAN: 2.777 G_L1: 4.158 D_real: 0.465 D_fake: 0.155 +(epoch: 120, iters: 9296, time: 0.418, data: 0.020) G_GAN: 4.118 G_L1: 3.605 D_real: 0.065 D_fake: 0.081 +(epoch: 120, iters: 9396, time: 0.293, data: 0.019) G_GAN: 3.527 G_L1: 3.653 D_real: 0.141 D_fake: 0.070 +(epoch: 120, iters: 9496, time: 0.301, data: 0.020) G_GAN: 4.140 G_L1: 4.256 D_real: 0.100 D_fake: 0.172 +(epoch: 120, iters: 9596, time: 0.307, data: 0.024) G_GAN: 3.546 G_L1: 3.055 D_real: 0.337 D_fake: 0.091 +(epoch: 120, iters: 9696, time: 0.411, data: 0.019) G_GAN: 2.769 G_L1: 3.665 D_real: 0.229 D_fake: 0.217 +(epoch: 120, iters: 9796, time: 0.292, data: 0.019) G_GAN: 3.455 G_L1: 3.964 D_real: 0.023 D_fake: 0.160 +(epoch: 120, iters: 9896, time: 0.294, data: 0.018) G_GAN: 4.560 G_L1: 4.163 D_real: 0.142 D_fake: 0.042 +(epoch: 120, iters: 9996, time: 0.303, data: 0.018) G_GAN: 4.849 G_L1: 3.866 D_real: 0.237 D_fake: 0.035 +(epoch: 120, iters: 10096, time: 0.654, data: 0.019) G_GAN: 3.965 G_L1: 3.857 D_real: 0.255 D_fake: 0.075 +(epoch: 120, iters: 10196, time: 0.304, data: 0.020) G_GAN: 3.591 G_L1: 3.670 D_real: 0.151 D_fake: 0.099 +(epoch: 120, iters: 10296, time: 0.306, data: 0.020) G_GAN: 2.975 G_L1: 3.238 D_real: 0.622 D_fake: 0.166 +(epoch: 120, iters: 10396, time: 0.299, data: 0.019) G_GAN: 2.590 G_L1: 3.203 D_real: 0.028 D_fake: 0.193 +(epoch: 120, iters: 10496, time: 0.375, data: 0.018) G_GAN: 3.906 G_L1: 3.334 D_real: 0.023 D_fake: 0.065 +(epoch: 120, iters: 10596, time: 0.303, data: 0.019) G_GAN: 2.701 G_L1: 3.354 D_real: 0.096 D_fake: 0.192 +(epoch: 120, iters: 10696, time: 0.307, data: 0.021) G_GAN: 3.467 G_L1: 4.899 D_real: 0.460 D_fake: 0.094 +(epoch: 120, iters: 10796, time: 0.291, data: 0.017) G_GAN: 3.360 G_L1: 2.972 D_real: 0.040 D_fake: 0.133 +(epoch: 120, iters: 10896, time: 0.424, data: 0.020) G_GAN: 3.078 G_L1: 3.620 D_real: 0.087 D_fake: 0.140 +(epoch: 120, iters: 10996, time: 0.277, data: 0.018) G_GAN: 4.904 G_L1: 4.330 D_real: 0.407 D_fake: 0.038 +(epoch: 120, iters: 11096, time: 0.308, data: 0.017) G_GAN: 3.457 G_L1: 5.056 D_real: 0.121 D_fake: 0.286 +(epoch: 120, iters: 11196, time: 0.297, data: 0.020) G_GAN: 2.736 G_L1: 2.614 D_real: 0.075 D_fake: 0.256 +(epoch: 120, iters: 11296, time: 0.387, data: 0.018) G_GAN: 3.528 G_L1: 3.676 D_real: 0.024 D_fake: 0.070 +(epoch: 120, iters: 11396, time: 0.304, data: 0.020) G_GAN: 2.964 G_L1: 3.472 D_real: 0.976 D_fake: 0.120 +(epoch: 120, iters: 11496, time: 0.297, data: 0.019) G_GAN: 3.310 G_L1: 2.952 D_real: 0.003 D_fake: 0.120 +(epoch: 120, iters: 11596, time: 0.306, data: 0.019) G_GAN: 3.518 G_L1: 4.366 D_real: 0.542 D_fake: 0.126 +(epoch: 120, iters: 11696, time: 0.421, data: 0.020) G_GAN: 3.475 G_L1: 3.288 D_real: 0.148 D_fake: 0.089 +(epoch: 120, iters: 11796, time: 0.305, data: 0.020) G_GAN: 2.882 G_L1: 3.425 D_real: 0.920 D_fake: 0.129 +(epoch: 120, iters: 11896, time: 0.303, data: 0.022) G_GAN: 2.288 G_L1: 4.984 D_real: 0.107 D_fake: 0.279 +(epoch: 120, iters: 11996, time: 0.298, data: 0.020) G_GAN: 2.329 G_L1: 2.841 D_real: 0.409 D_fake: 0.226 +(epoch: 120, iters: 12096, time: 0.675, data: 0.020) G_GAN: 3.083 G_L1: 3.741 D_real: 0.376 D_fake: 0.138 +(epoch: 120, iters: 12196, time: 0.305, data: 0.020) G_GAN: 2.235 G_L1: 3.173 D_real: 0.157 D_fake: 0.410 +(epoch: 120, iters: 12296, time: 0.289, data: 0.020) G_GAN: 3.844 G_L1: 4.749 D_real: 0.106 D_fake: 0.057 +(epoch: 120, iters: 12396, time: 0.302, data: 0.020) G_GAN: 2.477 G_L1: 2.568 D_real: 0.406 D_fake: 0.379 +(epoch: 120, iters: 12496, time: 0.409, data: 0.021) G_GAN: 3.183 G_L1: 4.838 D_real: 0.039 D_fake: 0.232 +(epoch: 120, iters: 12596, time: 0.298, data: 0.020) G_GAN: 2.743 G_L1: 2.699 D_real: 0.384 D_fake: 0.181 +(epoch: 120, iters: 12696, time: 0.290, data: 0.020) G_GAN: 4.054 G_L1: 5.938 D_real: 0.518 D_fake: 0.064 +(epoch: 120, iters: 12796, time: 0.301, data: 0.022) G_GAN: 3.437 G_L1: 3.247 D_real: 0.218 D_fake: 0.092 +(epoch: 120, iters: 12896, time: 0.385, data: 0.019) G_GAN: 2.602 G_L1: 3.788 D_real: 0.043 D_fake: 0.209 +(epoch: 120, iters: 12996, time: 0.291, data: 0.019) G_GAN: 2.671 G_L1: 3.119 D_real: 0.133 D_fake: 0.175 +(epoch: 120, iters: 13096, time: 0.302, data: 0.018) G_GAN: 2.751 G_L1: 3.715 D_real: 0.097 D_fake: 0.320 +(epoch: 120, iters: 13196, time: 0.299, data: 0.021) G_GAN: 2.384 G_L1: 3.707 D_real: 0.356 D_fake: 0.267 +(epoch: 120, iters: 13296, time: 0.423, data: 0.020) G_GAN: 4.080 G_L1: 3.960 D_real: 0.079 D_fake: 0.110 +(epoch: 120, iters: 13396, time: 0.298, data: 0.019) G_GAN: 2.459 G_L1: 3.654 D_real: 0.243 D_fake: 0.304 +(epoch: 120, iters: 13496, time: 0.303, data: 0.020) G_GAN: 3.270 G_L1: 4.107 D_real: 0.122 D_fake: 0.117 +(epoch: 120, iters: 13596, time: 0.301, data: 0.019) G_GAN: 2.769 G_L1: 3.253 D_real: 0.228 D_fake: 0.181 +(epoch: 120, iters: 13696, time: 0.420, data: 0.020) G_GAN: 2.694 G_L1: 3.352 D_real: 0.158 D_fake: 0.204 +(epoch: 120, iters: 13796, time: 0.297, data: 0.022) G_GAN: 2.644 G_L1: 4.060 D_real: 0.209 D_fake: 0.172 +(epoch: 120, iters: 13896, time: 0.297, data: 0.020) G_GAN: 2.910 G_L1: 4.037 D_real: 0.010 D_fake: 0.133 +(epoch: 120, iters: 13996, time: 0.304, data: 0.020) G_GAN: 3.745 G_L1: 3.830 D_real: 0.020 D_fake: 0.119 +(epoch: 120, iters: 14096, time: 0.618, data: 0.019) G_GAN: 2.709 G_L1: 3.539 D_real: 0.076 D_fake: 0.159 +(epoch: 120, iters: 14196, time: 0.304, data: 0.021) G_GAN: 3.301 G_L1: 3.662 D_real: 0.089 D_fake: 0.099 +(epoch: 120, iters: 14296, time: 0.299, data: 0.019) G_GAN: 2.977 G_L1: 3.554 D_real: 0.126 D_fake: 0.118 +(epoch: 120, iters: 14396, time: 0.303, data: 0.021) G_GAN: 2.740 G_L1: 3.476 D_real: 0.073 D_fake: 0.156 +(epoch: 120, iters: 14496, time: 0.399, data: 0.018) G_GAN: 3.107 G_L1: 4.499 D_real: 0.033 D_fake: 0.122 +(epoch: 120, iters: 14596, time: 0.297, data: 0.021) G_GAN: 2.331 G_L1: 3.068 D_real: 0.327 D_fake: 0.260 +(epoch: 120, iters: 14696, time: 0.286, data: 0.020) G_GAN: 2.545 G_L1: 3.346 D_real: 0.056 D_fake: 0.207 +(epoch: 120, iters: 14796, time: 0.294, data: 0.017) G_GAN: 2.384 G_L1: 3.383 D_real: 0.095 D_fake: 0.285 +(epoch: 120, iters: 14896, time: 0.419, data: 0.026) G_GAN: 3.202 G_L1: 3.705 D_real: 0.038 D_fake: 0.166 +(epoch: 120, iters: 14996, time: 0.304, data: 0.020) G_GAN: 3.737 G_L1: 2.852 D_real: 0.222 D_fake: 0.159 +(epoch: 120, iters: 15096, time: 0.288, data: 0.021) G_GAN: 3.692 G_L1: 4.258 D_real: 0.453 D_fake: 0.078 +(epoch: 120, iters: 15196, time: 0.288, data: 0.019) G_GAN: 4.144 G_L1: 3.886 D_real: 0.039 D_fake: 0.054 +(epoch: 120, iters: 15296, time: 0.415, data: 0.019) G_GAN: 3.522 G_L1: 6.231 D_real: 0.003 D_fake: 0.204 +(epoch: 120, iters: 15396, time: 0.298, data: 0.019) G_GAN: 2.727 G_L1: 2.990 D_real: 0.264 D_fake: 0.152 +(epoch: 120, iters: 15496, time: 0.291, data: 0.021) G_GAN: 4.076 G_L1: 4.452 D_real: 0.017 D_fake: 0.077 +(epoch: 120, iters: 15596, time: 0.295, data: 0.018) G_GAN: 3.004 G_L1: 3.230 D_real: 0.006 D_fake: 0.141 +(epoch: 120, iters: 15696, time: 0.422, data: 0.019) G_GAN: 3.724 G_L1: 3.949 D_real: 0.183 D_fake: 0.189 +(epoch: 120, iters: 15796, time: 0.294, data: 0.020) G_GAN: 4.223 G_L1: 3.708 D_real: 0.121 D_fake: 0.070 +(epoch: 120, iters: 15896, time: 0.302, data: 0.019) G_GAN: 2.972 G_L1: 4.973 D_real: 0.056 D_fake: 0.147 +(epoch: 120, iters: 15996, time: 0.304, data: 0.022) G_GAN: 2.417 G_L1: 3.343 D_real: 0.144 D_fake: 0.252 +(epoch: 120, iters: 16096, time: 0.656, data: 0.019) G_GAN: 3.271 G_L1: 3.360 D_real: 0.094 D_fake: 0.183 +(epoch: 120, iters: 16196, time: 0.296, data: 0.021) G_GAN: 3.046 G_L1: 2.319 D_real: 0.454 D_fake: 0.174 +(epoch: 120, iters: 16296, time: 0.295, data: 0.021) G_GAN: 4.584 G_L1: 4.169 D_real: 0.257 D_fake: 0.094 +(epoch: 120, iters: 16396, time: 0.301, data: 0.018) G_GAN: 4.413 G_L1: 4.092 D_real: 0.008 D_fake: 0.059 +(epoch: 120, iters: 16496, time: 0.422, data: 0.020) G_GAN: 2.950 G_L1: 4.916 D_real: 0.067 D_fake: 0.221 +(epoch: 120, iters: 16596, time: 0.300, data: 0.020) G_GAN: 3.187 G_L1: 4.311 D_real: 0.120 D_fake: 0.101 +(epoch: 120, iters: 16696, time: 0.305, data: 0.021) G_GAN: 2.912 G_L1: 3.744 D_real: 0.232 D_fake: 0.172 +(epoch: 120, iters: 16796, time: 0.303, data: 0.021) G_GAN: 2.295 G_L1: 3.464 D_real: 0.611 D_fake: 0.270 +(epoch: 120, iters: 16896, time: 0.412, data: 0.021) G_GAN: 3.711 G_L1: 3.382 D_real: 0.266 D_fake: 0.072 +(epoch: 120, iters: 16996, time: 0.300, data: 0.020) G_GAN: 2.299 G_L1: 3.520 D_real: 0.038 D_fake: 0.312 +(epoch: 120, iters: 17096, time: 0.294, data: 0.018) G_GAN: 2.709 G_L1: 4.788 D_real: 0.092 D_fake: 0.219 +(epoch: 120, iters: 17196, time: 0.302, data: 0.019) G_GAN: 3.747 G_L1: 3.742 D_real: 0.238 D_fake: 0.056 +(epoch: 120, iters: 17296, time: 0.413, data: 0.019) G_GAN: 4.246 G_L1: 3.590 D_real: 0.387 D_fake: 0.058 +(epoch: 120, iters: 17396, time: 0.294, data: 0.019) G_GAN: 3.352 G_L1: 4.069 D_real: 0.005 D_fake: 0.187 +(epoch: 120, iters: 17496, time: 0.296, data: 0.019) G_GAN: 2.011 G_L1: 3.215 D_real: 0.272 D_fake: 0.381 +(epoch: 120, iters: 17596, time: 0.296, data: 0.021) G_GAN: 3.280 G_L1: 3.760 D_real: 0.020 D_fake: 0.132 +(epoch: 120, iters: 17696, time: 0.402, data: 0.021) G_GAN: 2.716 G_L1: 1.772 D_real: 0.139 D_fake: 0.143 +(epoch: 120, iters: 17796, time: 0.301, data: 0.020) G_GAN: 2.639 G_L1: 4.568 D_real: 0.041 D_fake: 0.233 +(epoch: 120, iters: 17896, time: 0.303, data: 0.022) G_GAN: 2.515 G_L1: 4.725 D_real: 0.149 D_fake: 0.399 +(epoch: 120, iters: 17996, time: 0.301, data: 0.021) G_GAN: 2.794 G_L1: 3.247 D_real: 0.104 D_fake: 0.203 +(epoch: 120, iters: 18096, time: 0.652, data: 0.019) G_GAN: 3.336 G_L1: 3.936 D_real: 0.071 D_fake: 0.140 +(epoch: 120, iters: 18196, time: 0.293, data: 0.018) G_GAN: 2.999 G_L1: 3.721 D_real: 0.597 D_fake: 0.127 +(epoch: 120, iters: 18296, time: 0.303, data: 0.019) G_GAN: 3.002 G_L1: 4.289 D_real: 0.245 D_fake: 0.145 +(epoch: 120, iters: 18396, time: 0.304, data: 0.021) G_GAN: 3.507 G_L1: 2.984 D_real: 0.407 D_fake: 0.084 +(epoch: 120, iters: 18496, time: 0.412, data: 0.019) G_GAN: 3.614 G_L1: 2.578 D_real: 0.254 D_fake: 0.065 +(epoch: 120, iters: 18596, time: 0.304, data: 0.018) G_GAN: 3.431 G_L1: 3.054 D_real: 0.441 D_fake: 0.339 +(epoch: 120, iters: 18696, time: 0.292, data: 0.020) G_GAN: 3.774 G_L1: 4.588 D_real: 0.073 D_fake: 0.071 +(epoch: 120, iters: 18796, time: 0.300, data: 0.019) G_GAN: 2.461 G_L1: 3.559 D_real: 0.158 D_fake: 0.218 +(epoch: 120, iters: 18896, time: 0.352, data: 0.020) G_GAN: 2.225 G_L1: 3.592 D_real: 0.027 D_fake: 0.234 +(epoch: 120, iters: 18996, time: 0.301, data: 0.017) G_GAN: 2.222 G_L1: 3.332 D_real: 0.500 D_fake: 0.290 +(epoch: 120, iters: 19096, time: 0.292, data: 0.019) G_GAN: 3.653 G_L1: 3.432 D_real: 0.001 D_fake: 0.058 +(epoch: 120, iters: 19196, time: 0.301, data: 0.020) G_GAN: 2.563 G_L1: 3.643 D_real: 0.109 D_fake: 0.184 +(epoch: 120, iters: 19296, time: 0.415, data: 0.020) G_GAN: 2.350 G_L1: 2.743 D_real: 0.358 D_fake: 0.210 +(epoch: 120, iters: 19396, time: 0.288, data: 0.021) G_GAN: 2.020 G_L1: 3.362 D_real: 0.137 D_fake: 0.490 +(epoch: 120, iters: 19496, time: 0.294, data: 0.019) G_GAN: 2.399 G_L1: 3.875 D_real: 0.178 D_fake: 0.333 +(epoch: 120, iters: 19596, time: 0.301, data: 0.019) G_GAN: 3.282 G_L1: 4.509 D_real: 0.089 D_fake: 0.108 +(epoch: 120, iters: 19696, time: 0.421, data: 0.021) G_GAN: 3.106 G_L1: 4.561 D_real: 0.195 D_fake: 0.153 +(epoch: 120, iters: 19796, time: 0.303, data: 0.019) G_GAN: 2.914 G_L1: 2.735 D_real: 0.248 D_fake: 0.177 +(epoch: 120, iters: 19896, time: 0.291, data: 0.020) G_GAN: 3.120 G_L1: 4.522 D_real: 0.264 D_fake: 0.178 +(epoch: 120, iters: 19996, time: 0.293, data: 0.019) G_GAN: 2.977 G_L1: 3.594 D_real: 0.036 D_fake: 0.199 +(epoch: 120, iters: 20096, time: 0.672, data: 0.020) G_GAN: 3.173 G_L1: 3.695 D_real: 0.133 D_fake: 0.164 +(epoch: 120, iters: 20196, time: 0.293, data: 0.020) G_GAN: 3.692 G_L1: 4.445 D_real: 0.111 D_fake: 0.095 +(epoch: 120, iters: 20296, time: 0.301, data: 0.019) G_GAN: 2.846 G_L1: 3.850 D_real: 0.190 D_fake: 0.163 +(epoch: 120, iters: 20396, time: 0.289, data: 0.020) G_GAN: 3.418 G_L1: 3.285 D_real: 0.073 D_fake: 0.130 +(epoch: 120, iters: 20496, time: 0.399, data: 0.018) G_GAN: 3.644 G_L1: 2.853 D_real: 0.191 D_fake: 0.103 +(epoch: 120, iters: 20596, time: 0.300, data: 0.018) G_GAN: 3.817 G_L1: 3.372 D_real: 0.398 D_fake: 0.063 +(epoch: 120, iters: 20696, time: 0.298, data: 0.020) G_GAN: 3.225 G_L1: 3.907 D_real: 0.006 D_fake: 0.140 +(epoch: 120, iters: 20796, time: 0.303, data: 0.017) G_GAN: 3.629 G_L1: 3.642 D_real: 0.045 D_fake: 0.100 +(epoch: 120, iters: 20896, time: 0.414, data: 0.021) G_GAN: 2.761 G_L1: 3.766 D_real: 0.158 D_fake: 0.206 +(epoch: 120, iters: 20996, time: 0.294, data: 0.017) G_GAN: 3.500 G_L1: 2.503 D_real: 0.110 D_fake: 0.121 +(epoch: 120, iters: 21096, time: 0.286, data: 0.020) G_GAN: 3.024 G_L1: 4.445 D_real: 0.019 D_fake: 0.120 +(epoch: 120, iters: 21196, time: 0.304, data: 0.017) G_GAN: 3.038 G_L1: 3.584 D_real: 0.835 D_fake: 0.131 +(epoch: 120, iters: 21296, time: 0.397, data: 0.019) G_GAN: 2.539 G_L1: 3.411 D_real: 0.044 D_fake: 0.206 +(epoch: 120, iters: 21396, time: 0.288, data: 0.019) G_GAN: 3.489 G_L1: 3.365 D_real: 0.040 D_fake: 0.087 +(epoch: 120, iters: 21496, time: 0.300, data: 0.024) G_GAN: 2.158 G_L1: 2.767 D_real: 0.507 D_fake: 0.272 +(epoch: 120, iters: 21596, time: 0.301, data: 0.021) G_GAN: 4.243 G_L1: 5.791 D_real: 0.002 D_fake: 0.061 +(epoch: 120, iters: 21696, time: 0.411, data: 0.018) G_GAN: 4.128 G_L1: 3.120 D_real: 0.158 D_fake: 0.068 +(epoch: 120, iters: 21796, time: 0.300, data: 0.020) G_GAN: 3.281 G_L1: 5.711 D_real: 0.025 D_fake: 0.107 +(epoch: 120, iters: 21896, time: 0.298, data: 0.019) G_GAN: 3.400 G_L1: 4.716 D_real: 0.114 D_fake: 0.135 +(epoch: 120, iters: 21996, time: 0.303, data: 0.018) G_GAN: 2.330 G_L1: 3.778 D_real: 0.293 D_fake: 0.286 +(epoch: 120, iters: 22096, time: 0.668, data: 0.019) G_GAN: 2.587 G_L1: 3.740 D_real: 0.308 D_fake: 0.252 +(epoch: 120, iters: 22196, time: 0.301, data: 0.020) G_GAN: 2.741 G_L1: 4.457 D_real: 0.119 D_fake: 0.169 +(epoch: 120, iters: 22296, time: 0.301, data: 0.020) G_GAN: 3.157 G_L1: 3.311 D_real: 0.011 D_fake: 0.324 +(epoch: 120, iters: 22396, time: 0.304, data: 0.020) G_GAN: 3.652 G_L1: 3.258 D_real: 0.194 D_fake: 0.118 +(epoch: 120, iters: 22496, time: 0.408, data: 0.019) G_GAN: 2.658 G_L1: 3.622 D_real: 0.011 D_fake: 0.373 +(epoch: 120, iters: 22596, time: 0.270, data: 0.018) G_GAN: 2.744 G_L1: 4.056 D_real: 0.268 D_fake: 0.146 +(epoch: 120, iters: 22696, time: 0.303, data: 0.017) G_GAN: 2.116 G_L1: 2.743 D_real: 0.510 D_fake: 0.338 +(epoch: 120, iters: 22796, time: 0.304, data: 0.019) G_GAN: 3.299 G_L1: 2.751 D_real: 0.247 D_fake: 0.130 +(epoch: 120, iters: 22896, time: 0.417, data: 0.023) G_GAN: 2.969 G_L1: 3.378 D_real: 0.284 D_fake: 0.142 +(epoch: 120, iters: 22996, time: 0.302, data: 0.022) G_GAN: 3.074 G_L1: 3.767 D_real: 0.003 D_fake: 0.245 +(epoch: 120, iters: 23096, time: 0.300, data: 0.019) G_GAN: 2.802 G_L1: 3.109 D_real: 0.263 D_fake: 0.224 +(epoch: 120, iters: 23196, time: 0.298, data: 0.020) G_GAN: 3.067 G_L1: 3.718 D_real: 0.152 D_fake: 0.148 +(epoch: 120, iters: 23296, time: 0.418, data: 0.018) G_GAN: 3.823 G_L1: 3.553 D_real: 0.199 D_fake: 0.080 +(epoch: 120, iters: 23396, time: 0.299, data: 0.019) G_GAN: 2.462 G_L1: 2.846 D_real: 0.550 D_fake: 0.246 +(epoch: 120, iters: 23496, time: 0.302, data: 0.020) G_GAN: 3.620 G_L1: 4.556 D_real: 0.151 D_fake: 0.068 +(epoch: 120, iters: 23596, time: 0.294, data: 0.019) G_GAN: 3.542 G_L1: 3.985 D_real: 0.165 D_fake: 0.225 +(epoch: 120, iters: 23696, time: 0.398, data: 0.018) G_GAN: 2.871 G_L1: 3.167 D_real: 0.022 D_fake: 0.214 +(epoch: 120, iters: 23796, time: 0.291, data: 0.019) G_GAN: 2.676 G_L1: 2.490 D_real: 0.093 D_fake: 0.171 +(epoch: 120, iters: 23896, time: 0.293, data: 0.021) G_GAN: 3.246 G_L1: 4.232 D_real: 0.384 D_fake: 0.118 +(epoch: 120, iters: 23996, time: 0.301, data: 0.019) G_GAN: 2.743 G_L1: 2.529 D_real: 0.075 D_fake: 0.186 +(epoch: 120, iters: 24096, time: 0.663, data: 0.027) G_GAN: 3.385 G_L1: 3.985 D_real: 0.069 D_fake: 0.088 +(epoch: 120, iters: 24196, time: 0.297, data: 0.016) G_GAN: 3.532 G_L1: 3.084 D_real: 0.168 D_fake: 0.103 +(epoch: 120, iters: 24296, time: 0.297, data: 0.019) G_GAN: 2.728 G_L1: 3.731 D_real: 0.079 D_fake: 0.191 +(epoch: 120, iters: 24396, time: 0.304, data: 0.018) G_GAN: 3.163 G_L1: 3.073 D_real: 0.844 D_fake: 0.121 +(epoch: 120, iters: 24496, time: 0.421, data: 0.019) G_GAN: 2.775 G_L1: 3.945 D_real: 0.127 D_fake: 0.212 +(epoch: 120, iters: 24596, time: 0.303, data: 0.026) G_GAN: 3.182 G_L1: 3.774 D_real: 0.353 D_fake: 0.275 +(epoch: 120, iters: 24696, time: 0.288, data: 0.023) G_GAN: 2.742 G_L1: 3.501 D_real: 0.119 D_fake: 0.231 +(epoch: 120, iters: 24796, time: 0.303, data: 0.017) G_GAN: 2.812 G_L1: 4.087 D_real: 0.330 D_fake: 0.162 +(epoch: 120, iters: 24896, time: 0.415, data: 0.019) G_GAN: 3.641 G_L1: 4.504 D_real: 0.120 D_fake: 0.089 +(epoch: 120, iters: 24996, time: 0.300, data: 0.020) G_GAN: 3.084 G_L1: 3.520 D_real: 0.030 D_fake: 0.121 +(epoch: 120, iters: 25096, time: 0.300, data: 0.021) G_GAN: 3.163 G_L1: 3.531 D_real: 0.322 D_fake: 0.125 +(epoch: 120, iters: 25196, time: 0.284, data: 0.020) G_GAN: 3.354 G_L1: 3.213 D_real: 0.296 D_fake: 0.133 +(epoch: 120, iters: 25296, time: 0.412, data: 0.017) G_GAN: 2.372 G_L1: 2.499 D_real: 0.496 D_fake: 0.204 +(epoch: 120, iters: 25396, time: 0.305, data: 0.020) G_GAN: 3.494 G_L1: 3.441 D_real: 0.084 D_fake: 0.082 +(epoch: 120, iters: 25496, time: 0.300, data: 0.019) G_GAN: 3.146 G_L1: 3.761 D_real: 0.047 D_fake: 0.176 +(epoch: 120, iters: 25596, time: 0.302, data: 0.019) G_GAN: 4.400 G_L1: 8.143 D_real: 0.032 D_fake: 0.077 +(epoch: 120, iters: 25696, time: 0.421, data: 0.019) G_GAN: 2.764 G_L1: 3.912 D_real: 0.155 D_fake: 0.191 +(epoch: 120, iters: 25796, time: 0.298, data: 0.020) G_GAN: 2.805 G_L1: 3.279 D_real: 0.298 D_fake: 0.209 +(epoch: 120, iters: 25896, time: 0.307, data: 0.019) G_GAN: 3.682 G_L1: 3.232 D_real: 0.527 D_fake: 0.103 +(epoch: 120, iters: 25996, time: 0.286, data: 0.020) G_GAN: 2.988 G_L1: 3.513 D_real: 0.344 D_fake: 0.281 +(epoch: 120, iters: 26096, time: 0.672, data: 0.019) G_GAN: 2.840 G_L1: 2.323 D_real: 0.407 D_fake: 0.148 +(epoch: 120, iters: 26196, time: 0.303, data: 0.020) G_GAN: 2.678 G_L1: 3.215 D_real: 0.048 D_fake: 0.257 +(epoch: 120, iters: 26296, time: 0.301, data: 0.021) G_GAN: 3.333 G_L1: 4.240 D_real: 0.000 D_fake: 0.188 +(epoch: 120, iters: 26396, time: 0.295, data: 0.019) G_GAN: 2.404 G_L1: 3.622 D_real: 0.049 D_fake: 0.354 +(epoch: 120, iters: 26496, time: 0.390, data: 0.020) G_GAN: 3.533 G_L1: 3.853 D_real: 0.063 D_fake: 0.098 +(epoch: 120, iters: 26596, time: 0.299, data: 0.016) G_GAN: 2.609 G_L1: 4.709 D_real: 0.061 D_fake: 0.217 +(epoch: 120, iters: 26696, time: 0.290, data: 0.019) G_GAN: 4.475 G_L1: 4.698 D_real: 0.002 D_fake: 0.060 +(epoch: 120, iters: 26796, time: 0.284, data: 0.019) G_GAN: 4.013 G_L1: 4.403 D_real: 0.034 D_fake: 0.097 +(epoch: 120, iters: 26896, time: 0.421, data: 0.017) G_GAN: 4.523 G_L1: 4.826 D_real: 0.443 D_fake: 0.040 +(epoch: 120, iters: 26996, time: 0.303, data: 0.018) G_GAN: 2.461 G_L1: 3.249 D_real: 0.044 D_fake: 0.272 +(epoch: 120, iters: 27096, time: 0.299, data: 0.019) G_GAN: 3.391 G_L1: 3.131 D_real: 0.089 D_fake: 0.106 +(epoch: 120, iters: 27196, time: 0.289, data: 0.019) G_GAN: 2.854 G_L1: 3.838 D_real: 0.814 D_fake: 0.164 +(epoch: 120, iters: 27296, time: 0.417, data: 0.018) G_GAN: 2.416 G_L1: 2.892 D_real: 0.413 D_fake: 0.203 +(epoch: 120, iters: 27396, time: 0.304, data: 0.020) G_GAN: 2.625 G_L1: 3.218 D_real: 0.165 D_fake: 0.182 +(epoch: 120, iters: 27496, time: 0.294, data: 0.020) G_GAN: 2.967 G_L1: 3.086 D_real: 0.003 D_fake: 0.154 +(epoch: 120, iters: 27596, time: 0.295, data: 0.018) G_GAN: 2.210 G_L1: 2.918 D_real: 0.246 D_fake: 0.309 +(epoch: 120, iters: 27696, time: 0.413, data: 0.019) G_GAN: 3.258 G_L1: 4.250 D_real: 0.105 D_fake: 0.118 +(epoch: 120, iters: 27796, time: 0.302, data: 0.020) G_GAN: 2.567 G_L1: 3.655 D_real: 0.167 D_fake: 0.244 +(epoch: 120, iters: 27896, time: 0.293, data: 0.019) G_GAN: 2.603 G_L1: 3.110 D_real: 0.312 D_fake: 0.169 +(epoch: 120, iters: 27996, time: 0.296, data: 0.018) G_GAN: 3.917 G_L1: 3.262 D_real: 0.204 D_fake: 0.093 +(epoch: 120, iters: 28096, time: 0.641, data: 0.021) G_GAN: 2.884 G_L1: 3.405 D_real: 0.050 D_fake: 0.184 +(epoch: 120, iters: 28196, time: 0.300, data: 0.019) G_GAN: 2.261 G_L1: 3.541 D_real: 0.065 D_fake: 0.270 +(epoch: 120, iters: 28296, time: 0.295, data: 0.019) G_GAN: 2.720 G_L1: 3.317 D_real: 0.091 D_fake: 0.336 +(epoch: 120, iters: 28396, time: 0.303, data: 0.020) G_GAN: 3.376 G_L1: 2.915 D_real: 0.108 D_fake: 0.136 +(epoch: 120, iters: 28496, time: 0.414, data: 0.019) G_GAN: 3.352 G_L1: 3.560 D_real: 0.093 D_fake: 0.119 +(epoch: 120, iters: 28596, time: 0.301, data: 0.019) G_GAN: 3.508 G_L1: 3.056 D_real: 0.362 D_fake: 0.110 +(epoch: 120, iters: 28696, time: 0.287, data: 0.019) G_GAN: 4.535 G_L1: 5.661 D_real: 0.062 D_fake: 0.075 +(epoch: 120, iters: 28796, time: 0.278, data: 0.019) G_GAN: 3.360 G_L1: 3.343 D_real: 0.201 D_fake: 0.100 +(epoch: 120, iters: 28896, time: 0.410, data: 0.017) G_GAN: 2.700 G_L1: 3.378 D_real: 0.207 D_fake: 0.146 +(epoch: 120, iters: 28996, time: 0.302, data: 0.020) G_GAN: 1.890 G_L1: 2.805 D_real: 0.435 D_fake: 0.352 +(epoch: 120, iters: 29096, time: 0.299, data: 0.027) G_GAN: 2.671 G_L1: 2.922 D_real: 0.242 D_fake: 0.240 +(epoch: 120, iters: 29196, time: 0.301, data: 0.019) G_GAN: 2.667 G_L1: 3.394 D_real: 0.107 D_fake: 0.231 +(epoch: 120, iters: 29296, time: 0.420, data: 0.018) G_GAN: 2.926 G_L1: 3.038 D_real: 0.085 D_fake: 0.241 +(epoch: 120, iters: 29396, time: 0.296, data: 0.020) G_GAN: 4.260 G_L1: 4.024 D_real: 0.112 D_fake: 0.046 +(epoch: 120, iters: 29496, time: 0.303, data: 0.019) G_GAN: 3.282 G_L1: 3.005 D_real: 0.266 D_fake: 0.178 +(epoch: 120, iters: 29596, time: 0.299, data: 0.019) G_GAN: 3.593 G_L1: 4.885 D_real: 0.247 D_fake: 0.082 +(epoch: 120, iters: 29696, time: 0.416, data: 0.020) G_GAN: 2.620 G_L1: 3.121 D_real: 0.392 D_fake: 0.563 +(epoch: 120, iters: 29796, time: 0.299, data: 0.019) G_GAN: 3.160 G_L1: 3.907 D_real: 0.462 D_fake: 0.125 +(epoch: 120, iters: 29896, time: 0.300, data: 0.020) G_GAN: 3.427 G_L1: 5.158 D_real: 0.260 D_fake: 0.086 +(epoch: 120, iters: 29996, time: 0.295, data: 0.021) G_GAN: 2.914 G_L1: 3.181 D_real: 0.746 D_fake: 0.143 +(epoch: 120, iters: 30096, time: 0.635, data: 0.028) G_GAN: 3.361 G_L1: 4.778 D_real: 0.032 D_fake: 0.148 +(epoch: 120, iters: 30196, time: 0.297, data: 0.020) G_GAN: 2.561 G_L1: 3.890 D_real: 0.420 D_fake: 0.184 +(epoch: 120, iters: 30296, time: 0.299, data: 0.020) G_GAN: 3.103 G_L1: 4.299 D_real: 0.091 D_fake: 0.184 +(epoch: 120, iters: 30396, time: 0.303, data: 0.019) G_GAN: 4.575 G_L1: 3.154 D_real: 0.139 D_fake: 0.085 +(epoch: 120, iters: 30496, time: 0.375, data: 0.022) G_GAN: 2.716 G_L1: 3.573 D_real: 0.626 D_fake: 0.234 +(epoch: 120, iters: 30596, time: 0.303, data: 0.020) G_GAN: 2.860 G_L1: 3.900 D_real: 0.149 D_fake: 0.167 +(epoch: 120, iters: 30696, time: 0.295, data: 0.018) G_GAN: 3.311 G_L1: 4.137 D_real: 0.158 D_fake: 0.090 +(epoch: 120, iters: 30796, time: 0.305, data: 0.019) G_GAN: 1.883 G_L1: 3.431 D_real: 0.175 D_fake: 0.341 +(epoch: 120, iters: 30896, time: 0.411, data: 0.020) G_GAN: 3.637 G_L1: 3.146 D_real: 0.360 D_fake: 0.138 +(epoch: 120, iters: 30996, time: 0.295, data: 0.019) G_GAN: 3.219 G_L1: 2.867 D_real: 0.251 D_fake: 0.122 +(epoch: 120, iters: 31096, time: 0.297, data: 0.019) G_GAN: 3.459 G_L1: 3.033 D_real: 0.561 D_fake: 0.092 +(epoch: 120, iters: 31196, time: 0.282, data: 0.019) G_GAN: 2.609 G_L1: 3.018 D_real: 0.229 D_fake: 0.169 +(epoch: 120, iters: 31296, time: 0.418, data: 0.019) G_GAN: 4.937 G_L1: 5.007 D_real: 0.099 D_fake: 0.065 +(epoch: 120, iters: 31396, time: 0.301, data: 0.022) G_GAN: 2.901 G_L1: 3.645 D_real: 0.087 D_fake: 0.193 +(epoch: 120, iters: 31496, time: 0.292, data: 0.019) G_GAN: 2.701 G_L1: 3.996 D_real: 0.420 D_fake: 0.212 +(epoch: 120, iters: 31596, time: 0.301, data: 0.020) G_GAN: 2.770 G_L1: 3.270 D_real: 0.403 D_fake: 0.139 +(epoch: 120, iters: 31696, time: 0.407, data: 0.019) G_GAN: 2.841 G_L1: 2.818 D_real: 0.101 D_fake: 0.193 +(epoch: 120, iters: 31796, time: 0.303, data: 0.018) G_GAN: 2.769 G_L1: 3.108 D_real: 0.178 D_fake: 0.173 +(epoch: 120, iters: 31896, time: 0.296, data: 0.018) G_GAN: 3.367 G_L1: 4.721 D_real: 0.005 D_fake: 0.337 +(epoch: 120, iters: 31996, time: 0.291, data: 0.018) G_GAN: 3.864 G_L1: 5.165 D_real: 0.158 D_fake: 0.063 +(epoch: 120, iters: 32096, time: 0.615, data: 0.018) G_GAN: 3.681 G_L1: 3.253 D_real: 0.038 D_fake: 0.077 +(epoch: 120, iters: 32196, time: 0.296, data: 0.021) G_GAN: 2.721 G_L1: 3.211 D_real: 0.251 D_fake: 0.173 +(epoch: 120, iters: 32296, time: 0.296, data: 0.019) G_GAN: 2.224 G_L1: 4.013 D_real: 0.495 D_fake: 0.271 +(epoch: 120, iters: 32396, time: 0.306, data: 0.020) G_GAN: 2.448 G_L1: 2.706 D_real: 0.261 D_fake: 0.251 +(epoch: 120, iters: 32496, time: 0.423, data: 0.020) G_GAN: 3.101 G_L1: 3.338 D_real: 0.157 D_fake: 0.157 +(epoch: 120, iters: 32596, time: 0.296, data: 0.018) G_GAN: 2.796 G_L1: 3.581 D_real: 0.338 D_fake: 0.170 +(epoch: 120, iters: 32696, time: 0.294, data: 0.018) G_GAN: 4.225 G_L1: 3.537 D_real: 0.088 D_fake: 0.084 +(epoch: 120, iters: 32796, time: 0.291, data: 0.020) G_GAN: 3.230 G_L1: 4.285 D_real: 0.211 D_fake: 0.165 +(epoch: 120, iters: 32896, time: 0.425, data: 0.017) G_GAN: 3.140 G_L1: 3.641 D_real: 0.332 D_fake: 0.187 +(epoch: 120, iters: 32996, time: 0.301, data: 0.019) G_GAN: 3.682 G_L1: 3.561 D_real: 0.098 D_fake: 0.083 +(epoch: 120, iters: 33096, time: 0.294, data: 0.020) G_GAN: 2.161 G_L1: 3.106 D_real: 0.082 D_fake: 0.521 +(epoch: 120, iters: 33196, time: 0.300, data: 0.021) G_GAN: 3.235 G_L1: 3.964 D_real: 0.161 D_fake: 0.115 +(epoch: 120, iters: 33296, time: 0.371, data: 0.021) G_GAN: 3.983 G_L1: 2.857 D_real: 0.094 D_fake: 0.053 +(epoch: 120, iters: 33396, time: 0.296, data: 0.018) G_GAN: 2.954 G_L1: 4.018 D_real: 0.453 D_fake: 0.189 +(epoch: 120, iters: 33496, time: 0.291, data: 0.020) G_GAN: 3.619 G_L1: 3.721 D_real: 0.132 D_fake: 0.095 +(epoch: 120, iters: 33596, time: 0.291, data: 0.019) G_GAN: 3.334 G_L1: 4.165 D_real: 0.009 D_fake: 0.109 +(epoch: 120, iters: 33696, time: 0.403, data: 0.020) G_GAN: 4.081 G_L1: 4.708 D_real: 0.256 D_fake: 0.053 +(epoch: 120, iters: 33796, time: 0.295, data: 0.018) G_GAN: 2.455 G_L1: 3.303 D_real: 0.451 D_fake: 0.262 +(epoch: 120, iters: 33896, time: 0.297, data: 0.022) G_GAN: 3.498 G_L1: 3.829 D_real: 0.081 D_fake: 0.095 +(epoch: 120, iters: 33996, time: 0.295, data: 0.020) G_GAN: 3.103 G_L1: 5.215 D_real: 0.167 D_fake: 0.122 +(epoch: 120, iters: 34096, time: 0.660, data: 0.017) G_GAN: 3.845 G_L1: 3.128 D_real: 0.493 D_fake: 0.054 +(epoch: 120, iters: 34196, time: 0.301, data: 0.019) G_GAN: 3.069 G_L1: 3.942 D_real: 0.012 D_fake: 0.311 +(epoch: 120, iters: 34296, time: 0.304, data: 0.021) G_GAN: 3.456 G_L1: 4.595 D_real: 0.064 D_fake: 0.127 +(epoch: 120, iters: 34396, time: 0.298, data: 0.021) G_GAN: 2.928 G_L1: 4.692 D_real: 0.214 D_fake: 0.142 +(epoch: 120, iters: 34496, time: 0.418, data: 0.019) G_GAN: 3.560 G_L1: 4.007 D_real: 0.208 D_fake: 0.100 +(epoch: 120, iters: 34596, time: 0.299, data: 0.019) G_GAN: 2.997 G_L1: 5.483 D_real: 0.160 D_fake: 0.277 +(epoch: 120, iters: 34696, time: 0.305, data: 0.020) G_GAN: 2.113 G_L1: 5.911 D_real: 0.017 D_fake: 0.340 +(epoch: 120, iters: 34796, time: 0.287, data: 0.021) G_GAN: 3.924 G_L1: 3.443 D_real: 0.005 D_fake: 0.066 +(epoch: 120, iters: 34896, time: 0.412, data: 0.019) G_GAN: 2.896 G_L1: 3.146 D_real: 0.364 D_fake: 0.202 +(epoch: 120, iters: 34996, time: 0.286, data: 0.020) G_GAN: 3.404 G_L1: 3.752 D_real: 0.055 D_fake: 0.157 +(epoch: 120, iters: 35096, time: 0.305, data: 0.017) G_GAN: 2.696 G_L1: 3.444 D_real: 0.457 D_fake: 0.203 +(epoch: 120, iters: 35196, time: 0.296, data: 0.021) G_GAN: 4.194 G_L1: 3.062 D_real: 0.282 D_fake: 0.041 +(epoch: 120, iters: 35296, time: 0.408, data: 0.019) G_GAN: 3.573 G_L1: 3.573 D_real: 0.283 D_fake: 0.088 +(epoch: 120, iters: 35396, time: 0.294, data: 0.020) G_GAN: 3.299 G_L1: 4.467 D_real: 0.186 D_fake: 0.099 +(epoch: 120, iters: 35496, time: 0.295, data: 0.021) G_GAN: 3.073 G_L1: 2.945 D_real: 0.148 D_fake: 0.114 +(epoch: 120, iters: 35596, time: 0.301, data: 0.019) G_GAN: 2.488 G_L1: 2.716 D_real: 0.126 D_fake: 0.315 +(epoch: 120, iters: 35696, time: 0.431, data: 0.019) G_GAN: 2.235 G_L1: 5.070 D_real: 0.072 D_fake: 0.399 +(epoch: 120, iters: 35796, time: 0.299, data: 0.020) G_GAN: 1.942 G_L1: 2.746 D_real: 0.654 D_fake: 0.354 +(epoch: 120, iters: 35896, time: 0.297, data: 0.018) G_GAN: 2.331 G_L1: 3.546 D_real: 0.075 D_fake: 0.248 +(epoch: 120, iters: 35996, time: 0.292, data: 0.019) G_GAN: 3.212 G_L1: 3.415 D_real: 0.134 D_fake: 0.149 +(epoch: 120, iters: 36096, time: 0.667, data: 0.018) G_GAN: 3.163 G_L1: 3.843 D_real: 0.068 D_fake: 0.179 +(epoch: 120, iters: 36196, time: 0.299, data: 0.018) G_GAN: 3.351 G_L1: 3.933 D_real: 0.093 D_fake: 0.186 +(epoch: 120, iters: 36296, time: 0.289, data: 0.020) G_GAN: 3.094 G_L1: 2.531 D_real: 0.351 D_fake: 0.110 +(epoch: 120, iters: 36396, time: 0.301, data: 0.020) G_GAN: 2.233 G_L1: 3.826 D_real: 0.064 D_fake: 0.279 +(epoch: 120, iters: 36496, time: 0.427, data: 0.019) G_GAN: 3.815 G_L1: 4.385 D_real: 0.152 D_fake: 0.111 +(epoch: 120, iters: 36596, time: 0.296, data: 0.020) G_GAN: 3.092 G_L1: 4.123 D_real: 0.204 D_fake: 0.110 +(epoch: 120, iters: 36696, time: 0.295, data: 0.020) G_GAN: 3.096 G_L1: 3.174 D_real: 0.002 D_fake: 0.160 +(epoch: 120, iters: 36796, time: 0.306, data: 0.019) G_GAN: 3.009 G_L1: 2.832 D_real: 0.066 D_fake: 0.333 +(epoch: 120, iters: 36896, time: 0.418, data: 0.021) G_GAN: 3.180 G_L1: 3.111 D_real: 0.187 D_fake: 0.104 +(epoch: 120, iters: 36996, time: 0.296, data: 0.019) G_GAN: 3.222 G_L1: 4.348 D_real: 0.000 D_fake: 0.093 +(epoch: 120, iters: 37096, time: 0.303, data: 0.019) G_GAN: 3.139 G_L1: 2.797 D_real: 0.053 D_fake: 0.124 +(epoch: 120, iters: 37196, time: 0.303, data: 0.021) G_GAN: 3.102 G_L1: 3.097 D_real: 0.021 D_fake: 0.241 +(epoch: 120, iters: 37296, time: 0.400, data: 0.019) G_GAN: 3.608 G_L1: 3.380 D_real: 0.033 D_fake: 0.081 +(epoch: 120, iters: 37396, time: 0.300, data: 0.020) G_GAN: 3.106 G_L1: 3.563 D_real: 0.136 D_fake: 0.145 +(epoch: 120, iters: 37496, time: 0.299, data: 0.020) G_GAN: 3.109 G_L1: 3.542 D_real: 0.138 D_fake: 0.169 +(epoch: 120, iters: 37596, time: 0.293, data: 0.019) G_GAN: 3.975 G_L1: 6.886 D_real: 0.057 D_fake: 0.091 +(epoch: 120, iters: 37696, time: 0.411, data: 0.017) G_GAN: 2.736 G_L1: 4.837 D_real: 0.022 D_fake: 0.200 +(epoch: 120, iters: 37796, time: 0.305, data: 0.017) G_GAN: 2.636 G_L1: 2.806 D_real: 0.021 D_fake: 0.157 +(epoch: 120, iters: 37896, time: 0.288, data: 0.020) G_GAN: 3.476 G_L1: 3.447 D_real: 0.122 D_fake: 0.082 +(epoch: 120, iters: 37996, time: 0.295, data: 0.018) G_GAN: 2.757 G_L1: 4.665 D_real: 0.022 D_fake: 0.146 +(epoch: 120, iters: 38096, time: 0.652, data: 0.019) G_GAN: 2.581 G_L1: 4.571 D_real: 0.099 D_fake: 0.249 +(epoch: 120, iters: 38196, time: 0.288, data: 0.021) G_GAN: 3.184 G_L1: 3.318 D_real: 0.154 D_fake: 0.185 +(epoch: 120, iters: 38296, time: 0.296, data: 0.019) G_GAN: 3.498 G_L1: 3.886 D_real: 0.213 D_fake: 0.156 +(epoch: 120, iters: 38396, time: 0.298, data: 0.020) G_GAN: 3.608 G_L1: 2.719 D_real: 0.113 D_fake: 0.178 +(epoch: 120, iters: 38496, time: 0.415, data: 0.019) G_GAN: 3.387 G_L1: 3.600 D_real: 0.576 D_fake: 0.114 +(epoch: 120, iters: 38596, time: 0.303, data: 0.019) G_GAN: 2.844 G_L1: 3.137 D_real: 0.277 D_fake: 0.148 +(epoch: 120, iters: 38696, time: 0.300, data: 0.022) G_GAN: 3.635 G_L1: 3.330 D_real: 0.025 D_fake: 0.083 +(epoch: 120, iters: 38796, time: 0.304, data: 0.020) G_GAN: 2.358 G_L1: 4.473 D_real: 0.277 D_fake: 0.236 +(epoch: 120, iters: 38896, time: 0.424, data: 0.020) G_GAN: 4.201 G_L1: 5.256 D_real: 0.400 D_fake: 0.054 +(epoch: 120, iters: 38996, time: 0.294, data: 0.023) G_GAN: 3.854 G_L1: 4.284 D_real: 0.364 D_fake: 0.084 +(epoch: 120, iters: 39096, time: 0.301, data: 0.019) G_GAN: 4.875 G_L1: 3.494 D_real: 0.107 D_fake: 0.024 +(epoch: 120, iters: 39196, time: 0.303, data: 0.019) G_GAN: 2.575 G_L1: 2.913 D_real: 0.167 D_fake: 0.280 +(epoch: 120, iters: 39296, time: 0.427, data: 0.020) G_GAN: 2.880 G_L1: 3.550 D_real: 0.001 D_fake: 0.170 +(epoch: 120, iters: 39396, time: 0.301, data: 0.019) G_GAN: 2.690 G_L1: 2.467 D_real: 0.359 D_fake: 0.161 +(epoch: 120, iters: 39496, time: 0.303, data: 0.019) G_GAN: 2.622 G_L1: 2.133 D_real: 0.138 D_fake: 0.168 +(epoch: 120, iters: 39596, time: 0.304, data: 0.020) G_GAN: 3.005 G_L1: 2.809 D_real: 0.182 D_fake: 0.148 +(epoch: 120, iters: 39696, time: 0.387, data: 0.019) G_GAN: 5.065 G_L1: 3.436 D_real: 0.004 D_fake: 0.019 +(epoch: 120, iters: 39796, time: 0.303, data: 0.021) G_GAN: 3.343 G_L1: 3.327 D_real: 0.104 D_fake: 0.222 +(epoch: 120, iters: 39896, time: 0.304, data: 0.019) G_GAN: 2.716 G_L1: 4.237 D_real: 0.051 D_fake: 0.408 +(epoch: 120, iters: 39996, time: 0.298, data: 0.019) G_GAN: 2.977 G_L1: 4.199 D_real: 0.115 D_fake: 0.134 +(epoch: 120, iters: 40096, time: 0.640, data: 0.024) G_GAN: 3.033 G_L1: 4.184 D_real: 0.125 D_fake: 0.170 +(epoch: 120, iters: 40196, time: 0.289, data: 0.017) G_GAN: 2.830 G_L1: 2.893 D_real: 0.135 D_fake: 0.142 +(epoch: 120, iters: 40296, time: 0.303, data: 0.020) G_GAN: 2.620 G_L1: 3.275 D_real: 0.051 D_fake: 0.197 +(epoch: 120, iters: 40396, time: 0.301, data: 0.020) G_GAN: 2.525 G_L1: 3.825 D_real: 0.070 D_fake: 0.269 +(epoch: 120, iters: 40496, time: 0.432, data: 0.019) G_GAN: 3.303 G_L1: 3.268 D_real: 0.070 D_fake: 0.119 +(epoch: 120, iters: 40596, time: 0.297, data: 0.021) G_GAN: 3.319 G_L1: 3.391 D_real: 0.381 D_fake: 0.109 +(epoch: 120, iters: 40696, time: 0.301, data: 0.018) G_GAN: 2.860 G_L1: 3.820 D_real: 0.253 D_fake: 0.225 +(epoch: 120, iters: 40796, time: 0.293, data: 0.019) G_GAN: 2.712 G_L1: 3.451 D_real: 0.200 D_fake: 0.190 +(epoch: 120, iters: 40896, time: 0.415, data: 0.019) G_GAN: 3.347 G_L1: 5.011 D_real: 0.312 D_fake: 0.082 +(epoch: 120, iters: 40996, time: 0.298, data: 0.020) G_GAN: 2.805 G_L1: 3.328 D_real: 0.059 D_fake: 0.224 +(epoch: 120, iters: 41096, time: 0.303, data: 0.020) G_GAN: 3.305 G_L1: 2.928 D_real: 0.158 D_fake: 0.108 +(epoch: 120, iters: 41196, time: 0.302, data: 0.020) G_GAN: 2.914 G_L1: 2.572 D_real: 0.427 D_fake: 0.151 +(epoch: 120, iters: 41296, time: 0.418, data: 0.020) G_GAN: 3.461 G_L1: 4.662 D_real: 0.289 D_fake: 0.082 +(epoch: 120, iters: 41396, time: 0.302, data: 0.019) G_GAN: 3.840 G_L1: 3.838 D_real: 0.102 D_fake: 0.078 +(epoch: 120, iters: 41496, time: 0.299, data: 0.022) G_GAN: 2.526 G_L1: 3.381 D_real: 0.216 D_fake: 0.310 +(epoch: 120, iters: 41596, time: 0.298, data: 0.021) G_GAN: 3.513 G_L1: 3.790 D_real: 0.012 D_fake: 0.115 +(epoch: 120, iters: 41696, time: 0.417, data: 0.020) G_GAN: 3.418 G_L1: 3.613 D_real: 0.066 D_fake: 0.123 +(epoch: 120, iters: 41796, time: 0.296, data: 0.020) G_GAN: 2.821 G_L1: 4.113 D_real: 0.168 D_fake: 0.162 +(epoch: 120, iters: 41896, time: 0.300, data: 0.019) G_GAN: 4.156 G_L1: 4.025 D_real: 0.445 D_fake: 0.039 +(epoch: 120, iters: 41996, time: 0.296, data: 0.020) G_GAN: 3.441 G_L1: 3.757 D_real: 0.096 D_fake: 0.102 +(epoch: 120, iters: 42096, time: 0.641, data: 0.020) G_GAN: 2.863 G_L1: 2.483 D_real: 0.262 D_fake: 0.133 +(epoch: 120, iters: 42196, time: 0.307, data: 0.020) G_GAN: 4.365 G_L1: 4.357 D_real: 0.081 D_fake: 0.048 +(epoch: 120, iters: 42296, time: 0.299, data: 0.020) G_GAN: 2.445 G_L1: 2.965 D_real: 0.244 D_fake: 0.242 +(epoch: 120, iters: 42396, time: 0.301, data: 0.021) G_GAN: 3.644 G_L1: 4.644 D_real: 0.036 D_fake: 0.186 +(epoch: 120, iters: 42496, time: 0.419, data: 0.019) G_GAN: 3.836 G_L1: 3.572 D_real: 0.128 D_fake: 0.091 +(epoch: 120, iters: 42596, time: 0.300, data: 0.021) G_GAN: 3.366 G_L1: 3.699 D_real: 0.044 D_fake: 0.112 +(epoch: 120, iters: 42696, time: 0.287, data: 0.020) G_GAN: 2.609 G_L1: 2.800 D_real: 0.135 D_fake: 0.176 +(epoch: 120, iters: 42796, time: 0.301, data: 0.019) G_GAN: 4.018 G_L1: 3.810 D_real: 0.105 D_fake: 0.070 +(epoch: 120, iters: 42896, time: 0.420, data: 0.020) G_GAN: 3.061 G_L1: 2.958 D_real: 0.091 D_fake: 0.148 +(epoch: 120, iters: 42996, time: 0.303, data: 0.021) G_GAN: 3.856 G_L1: 4.812 D_real: 0.374 D_fake: 0.059 +(epoch: 120, iters: 43096, time: 0.299, data: 0.019) G_GAN: 4.249 G_L1: 6.271 D_real: 0.044 D_fake: 0.096 +(epoch: 120, iters: 43196, time: 0.298, data: 0.020) G_GAN: 2.283 G_L1: 3.602 D_real: 0.108 D_fake: 0.279 +(epoch: 120, iters: 43296, time: 0.404, data: 0.019) G_GAN: 2.998 G_L1: 2.622 D_real: 0.275 D_fake: 0.118 +(epoch: 120, iters: 43396, time: 0.304, data: 0.020) G_GAN: 2.498 G_L1: 3.909 D_real: 0.425 D_fake: 0.217 +(epoch: 120, iters: 43496, time: 0.304, data: 0.038) G_GAN: 1.809 G_L1: 3.022 D_real: 0.487 D_fake: 0.581 +(epoch: 120, iters: 43596, time: 0.297, data: 0.021) G_GAN: 3.306 G_L1: 3.508 D_real: 0.334 D_fake: 0.161 +(epoch: 120, iters: 43696, time: 0.409, data: 0.019) G_GAN: 4.246 G_L1: 4.113 D_real: 0.103 D_fake: 0.044 +(epoch: 120, iters: 43796, time: 0.300, data: 0.019) G_GAN: 2.892 G_L1: 4.257 D_real: 0.007 D_fake: 0.176 +(epoch: 120, iters: 43896, time: 0.305, data: 0.020) G_GAN: 3.069 G_L1: 4.982 D_real: 0.000 D_fake: 0.162 +(epoch: 120, iters: 43996, time: 0.301, data: 0.019) G_GAN: 2.933 G_L1: 3.728 D_real: 0.268 D_fake: 0.145 +(epoch: 120, iters: 44096, time: 0.670, data: 0.018) G_GAN: 3.194 G_L1: 4.043 D_real: 0.262 D_fake: 0.149 +(epoch: 120, iters: 44196, time: 0.298, data: 0.020) G_GAN: 3.613 G_L1: 3.517 D_real: 0.068 D_fake: 0.135 +(epoch: 120, iters: 44296, time: 0.302, data: 0.021) G_GAN: 3.362 G_L1: 5.203 D_real: 0.280 D_fake: 0.097 +(epoch: 120, iters: 44396, time: 0.302, data: 0.019) G_GAN: 3.238 G_L1: 3.297 D_real: 0.421 D_fake: 0.097 +(epoch: 120, iters: 44496, time: 0.411, data: 0.020) G_GAN: 3.106 G_L1: 3.174 D_real: 0.177 D_fake: 0.141 +(epoch: 120, iters: 44596, time: 0.301, data: 0.020) G_GAN: 1.810 G_L1: 3.125 D_real: 0.676 D_fake: 0.465 +(epoch: 120, iters: 44696, time: 0.302, data: 0.020) G_GAN: 2.915 G_L1: 5.580 D_real: 0.209 D_fake: 0.243 +(epoch: 120, iters: 44796, time: 0.298, data: 0.023) G_GAN: 2.530 G_L1: 3.024 D_real: 0.102 D_fake: 0.183 +(epoch: 120, iters: 44896, time: 0.422, data: 0.021) G_GAN: 2.235 G_L1: 2.670 D_real: 0.555 D_fake: 0.305 +(epoch: 120, iters: 44996, time: 0.272, data: 0.020) G_GAN: 3.654 G_L1: 3.913 D_real: 0.129 D_fake: 0.138 +(epoch: 120, iters: 45096, time: 0.303, data: 0.018) G_GAN: 2.636 G_L1: 3.445 D_real: 0.241 D_fake: 0.180 +(epoch: 120, iters: 45196, time: 0.302, data: 0.019) G_GAN: 5.593 G_L1: 3.278 D_real: 0.002 D_fake: 0.014 +(epoch: 120, iters: 45296, time: 0.419, data: 0.020) G_GAN: 2.335 G_L1: 3.996 D_real: 0.058 D_fake: 0.299 +(epoch: 120, iters: 45396, time: 0.302, data: 0.020) G_GAN: 3.234 G_L1: 4.099 D_real: 0.384 D_fake: 0.259 +(epoch: 120, iters: 45496, time: 0.295, data: 0.028) G_GAN: 4.103 G_L1: 3.864 D_real: 0.033 D_fake: 0.136 +(epoch: 120, iters: 45596, time: 0.294, data: 0.022) G_GAN: 2.455 G_L1: 2.925 D_real: 0.020 D_fake: 0.269 +(epoch: 120, iters: 45696, time: 0.403, data: 0.020) G_GAN: 3.359 G_L1: 4.109 D_real: 0.129 D_fake: 0.128 +(epoch: 120, iters: 45796, time: 0.286, data: 0.017) G_GAN: 2.568 G_L1: 2.531 D_real: 0.166 D_fake: 0.241 +(epoch: 120, iters: 45896, time: 0.293, data: 0.020) G_GAN: 3.539 G_L1: 3.320 D_real: 0.472 D_fake: 0.072 +(epoch: 120, iters: 45996, time: 0.303, data: 0.019) G_GAN: 3.145 G_L1: 4.590 D_real: 0.026 D_fake: 0.136 +(epoch: 120, iters: 46096, time: 0.672, data: 0.021) G_GAN: 2.855 G_L1: 4.090 D_real: 0.001 D_fake: 0.142 +(epoch: 120, iters: 46196, time: 0.276, data: 0.019) G_GAN: 3.709 G_L1: 3.947 D_real: 0.152 D_fake: 0.087 +(epoch: 120, iters: 46296, time: 0.305, data: 0.019) G_GAN: 3.294 G_L1: 2.852 D_real: 0.264 D_fake: 0.151 +(epoch: 120, iters: 46396, time: 0.304, data: 0.020) G_GAN: 3.067 G_L1: 3.543 D_real: 0.575 D_fake: 0.129 +(epoch: 120, iters: 46496, time: 0.410, data: 0.019) G_GAN: 3.631 G_L1: 3.368 D_real: 0.091 D_fake: 0.096 +(epoch: 120, iters: 46596, time: 0.301, data: 0.021) G_GAN: 2.709 G_L1: 2.649 D_real: 0.237 D_fake: 0.241 +(epoch: 120, iters: 46696, time: 0.295, data: 0.019) G_GAN: 2.720 G_L1: 2.525 D_real: 0.244 D_fake: 0.147 +(epoch: 120, iters: 46796, time: 0.302, data: 0.020) G_GAN: 3.618 G_L1: 3.409 D_real: 0.254 D_fake: 0.066 +(epoch: 120, iters: 46896, time: 0.406, data: 0.021) G_GAN: 2.275 G_L1: 2.913 D_real: 0.124 D_fake: 0.300 +(epoch: 120, iters: 46996, time: 0.292, data: 0.019) G_GAN: 2.100 G_L1: 3.118 D_real: 0.921 D_fake: 0.333 +(epoch: 120, iters: 47096, time: 0.299, data: 0.019) G_GAN: 3.005 G_L1: 2.263 D_real: 0.350 D_fake: 0.162 +(epoch: 120, iters: 47196, time: 0.307, data: 0.018) G_GAN: 3.936 G_L1: 2.733 D_real: 0.333 D_fake: 0.061 +(epoch: 120, iters: 47296, time: 0.419, data: 0.020) G_GAN: 2.833 G_L1: 3.835 D_real: 0.091 D_fake: 0.215 +(epoch: 120, iters: 47396, time: 0.292, data: 0.020) G_GAN: 2.798 G_L1: 2.783 D_real: 0.096 D_fake: 0.150 +(epoch: 120, iters: 47496, time: 0.305, data: 0.018) G_GAN: 3.693 G_L1: 3.352 D_real: 0.196 D_fake: 0.083 +(epoch: 120, iters: 47596, time: 0.309, data: 0.020) G_GAN: 3.633 G_L1: 3.441 D_real: 0.219 D_fake: 0.148 +(epoch: 120, iters: 47696, time: 0.396, data: 0.020) G_GAN: 3.433 G_L1: 3.273 D_real: 0.565 D_fake: 0.095 +(epoch: 120, iters: 47796, time: 0.297, data: 0.020) G_GAN: 3.663 G_L1: 4.268 D_real: 0.008 D_fake: 0.072 +(epoch: 120, iters: 47896, time: 0.300, data: 0.019) G_GAN: 2.533 G_L1: 3.864 D_real: 0.235 D_fake: 0.346 +(epoch: 120, iters: 47996, time: 0.303, data: 0.020) G_GAN: 3.327 G_L1: 2.718 D_real: 0.079 D_fake: 0.095 +(epoch: 120, iters: 48096, time: 0.646, data: 0.019) G_GAN: 2.894 G_L1: 2.961 D_real: 0.215 D_fake: 0.268 +(epoch: 120, iters: 48196, time: 0.300, data: 0.020) G_GAN: 3.803 G_L1: 4.740 D_real: 0.338 D_fake: 0.064 +(epoch: 120, iters: 48296, time: 0.300, data: 0.021) G_GAN: 3.524 G_L1: 3.204 D_real: 0.352 D_fake: 0.182 +(epoch: 120, iters: 48396, time: 0.300, data: 0.021) G_GAN: 2.112 G_L1: 3.150 D_real: 0.156 D_fake: 0.264 +(epoch: 120, iters: 48496, time: 0.436, data: 0.018) G_GAN: 3.020 G_L1: 3.907 D_real: 0.269 D_fake: 0.180 +(epoch: 120, iters: 48596, time: 0.300, data: 0.020) G_GAN: 2.417 G_L1: 6.492 D_real: 0.002 D_fake: 0.251 +(epoch: 120, iters: 48696, time: 0.293, data: 0.021) G_GAN: 3.729 G_L1: 4.394 D_real: 0.010 D_fake: 0.087 +(epoch: 120, iters: 48796, time: 0.296, data: 0.018) G_GAN: 2.816 G_L1: 3.725 D_real: 0.032 D_fake: 0.246 +(epoch: 120, iters: 48896, time: 0.424, data: 0.020) G_GAN: 2.853 G_L1: 3.638 D_real: 0.161 D_fake: 0.228 +(epoch: 120, iters: 48996, time: 0.302, data: 0.020) G_GAN: 2.884 G_L1: 3.163 D_real: 0.130 D_fake: 0.184 +(epoch: 120, iters: 49096, time: 0.303, data: 0.019) G_GAN: 3.579 G_L1: 4.002 D_real: 0.069 D_fake: 0.079 +(epoch: 120, iters: 49196, time: 0.300, data: 0.019) G_GAN: 3.702 G_L1: 3.183 D_real: 0.180 D_fake: 0.076 +(epoch: 120, iters: 49296, time: 0.420, data: 0.020) G_GAN: 3.473 G_L1: 5.873 D_real: 0.163 D_fake: 0.156 +(epoch: 120, iters: 49396, time: 0.301, data: 0.019) G_GAN: 3.535 G_L1: 2.949 D_real: 0.240 D_fake: 0.082 +(epoch: 120, iters: 49496, time: 0.302, data: 0.019) G_GAN: 3.224 G_L1: 2.854 D_real: 0.107 D_fake: 0.117 +(epoch: 120, iters: 49596, time: 0.294, data: 0.020) G_GAN: 3.040 G_L1: 3.083 D_real: 0.182 D_fake: 0.140 +(epoch: 120, iters: 49696, time: 0.414, data: 0.020) G_GAN: 3.688 G_L1: 4.113 D_real: 0.354 D_fake: 0.069 +(epoch: 120, iters: 49796, time: 0.305, data: 0.022) G_GAN: 3.413 G_L1: 3.593 D_real: 0.025 D_fake: 0.106 +(epoch: 120, iters: 49896, time: 0.300, data: 0.020) G_GAN: 2.238 G_L1: 6.079 D_real: 0.390 D_fake: 0.335 +(epoch: 120, iters: 49996, time: 0.298, data: 0.019) G_GAN: 3.260 G_L1: 4.256 D_real: 0.070 D_fake: 0.096 +(epoch: 120, iters: 50096, time: 0.657, data: 0.021) G_GAN: 3.843 G_L1: 3.327 D_real: 0.196 D_fake: 0.062 +(epoch: 120, iters: 50196, time: 0.293, data: 0.021) G_GAN: 2.784 G_L1: 2.853 D_real: 0.222 D_fake: 0.210 +(epoch: 120, iters: 50296, time: 0.302, data: 0.020) G_GAN: 2.786 G_L1: 4.450 D_real: 0.044 D_fake: 0.279 +(epoch: 120, iters: 50396, time: 0.301, data: 0.021) G_GAN: 2.830 G_L1: 2.867 D_real: 0.127 D_fake: 0.153 +(epoch: 120, iters: 50496, time: 0.422, data: 0.019) G_GAN: 4.060 G_L1: 3.890 D_real: 0.096 D_fake: 0.054 +(epoch: 120, iters: 50596, time: 0.295, data: 0.019) G_GAN: 2.779 G_L1: 4.123 D_real: 0.074 D_fake: 0.147 +(epoch: 120, iters: 50696, time: 0.298, data: 0.018) G_GAN: 1.953 G_L1: 3.522 D_real: 0.530 D_fake: 0.382 +(epoch: 120, iters: 50796, time: 0.302, data: 0.022) G_GAN: 3.332 G_L1: 2.812 D_real: 0.334 D_fake: 0.084 +(epoch: 120, iters: 50896, time: 0.428, data: 0.019) G_GAN: 4.939 G_L1: 5.971 D_real: 0.006 D_fake: 0.020 +(epoch: 120, iters: 50996, time: 0.301, data: 0.020) G_GAN: 2.150 G_L1: 3.558 D_real: 0.081 D_fake: 0.363 +(epoch: 120, iters: 51096, time: 0.304, data: 0.019) G_GAN: 3.952 G_L1: 6.593 D_real: 0.021 D_fake: 0.056 +(epoch: 120, iters: 51196, time: 0.300, data: 0.020) G_GAN: 3.495 G_L1: 4.389 D_real: 0.075 D_fake: 0.145 +(epoch: 120, iters: 51296, time: 0.399, data: 0.019) G_GAN: 2.571 G_L1: 4.201 D_real: 0.336 D_fake: 0.214 +(epoch: 120, iters: 51396, time: 0.301, data: 0.021) G_GAN: 1.529 G_L1: 3.023 D_real: 0.082 D_fake: 0.789 +(epoch: 120, iters: 51496, time: 0.299, data: 0.020) G_GAN: 2.355 G_L1: 2.697 D_real: 0.255 D_fake: 0.267 +(epoch: 120, iters: 51596, time: 0.298, data: 0.020) G_GAN: 2.413 G_L1: 2.798 D_real: 0.783 D_fake: 0.267 +(epoch: 120, iters: 51696, time: 0.402, data: 0.019) G_GAN: 1.930 G_L1: 2.153 D_real: 0.286 D_fake: 0.333 +(epoch: 120, iters: 51796, time: 0.299, data: 0.020) G_GAN: 2.542 G_L1: 4.352 D_real: 0.224 D_fake: 0.325 +(epoch: 120, iters: 51896, time: 0.299, data: 0.020) G_GAN: 3.334 G_L1: 3.812 D_real: 0.000 D_fake: 0.128 +(epoch: 120, iters: 51996, time: 0.303, data: 0.021) G_GAN: 3.242 G_L1: 3.852 D_real: 1.098 D_fake: 0.099 +(epoch: 120, iters: 52096, time: 0.585, data: 0.022) G_GAN: 3.206 G_L1: 3.217 D_real: 0.239 D_fake: 0.110 +(epoch: 120, iters: 52196, time: 0.294, data: 0.018) G_GAN: 3.169 G_L1: 5.073 D_real: 0.331 D_fake: 0.193 +(epoch: 120, iters: 52296, time: 0.303, data: 0.018) G_GAN: 3.772 G_L1: 2.966 D_real: 0.153 D_fake: 0.120 +(epoch: 120, iters: 52396, time: 0.303, data: 0.020) G_GAN: 3.528 G_L1: 2.968 D_real: 0.230 D_fake: 0.120 +(epoch: 120, iters: 52496, time: 0.387, data: 0.020) G_GAN: 3.138 G_L1: 3.582 D_real: 0.222 D_fake: 0.174 +(epoch: 120, iters: 52596, time: 0.303, data: 0.020) G_GAN: 2.624 G_L1: 2.724 D_real: 0.098 D_fake: 0.198 +(epoch: 120, iters: 52696, time: 0.302, data: 0.021) G_GAN: 3.463 G_L1: 2.801 D_real: 0.267 D_fake: 0.140 +(epoch: 120, iters: 52796, time: 0.301, data: 0.019) G_GAN: 2.876 G_L1: 3.149 D_real: 0.153 D_fake: 0.142 +(epoch: 120, iters: 52896, time: 0.416, data: 0.019) G_GAN: 3.375 G_L1: 4.049 D_real: 0.063 D_fake: 0.092 +(epoch: 120, iters: 52996, time: 0.299, data: 0.020) G_GAN: 3.437 G_L1: 3.902 D_real: 0.691 D_fake: 0.095 +(epoch: 120, iters: 53096, time: 0.301, data: 0.020) G_GAN: 2.684 G_L1: 3.805 D_real: 0.256 D_fake: 0.249 +(epoch: 120, iters: 53196, time: 0.305, data: 0.021) G_GAN: 3.380 G_L1: 3.827 D_real: 0.213 D_fake: 0.131 +(epoch: 120, iters: 53296, time: 0.383, data: 0.019) G_GAN: 1.976 G_L1: 4.239 D_real: 0.057 D_fake: 0.382 +(epoch: 120, iters: 53396, time: 0.292, data: 0.021) G_GAN: 3.635 G_L1: 3.167 D_real: 0.251 D_fake: 0.065 +(epoch: 120, iters: 53496, time: 0.273, data: 0.019) G_GAN: 3.668 G_L1: 2.918 D_real: 0.074 D_fake: 0.103 +(epoch: 120, iters: 53596, time: 0.294, data: 0.016) G_GAN: 2.896 G_L1: 3.168 D_real: 0.536 D_fake: 0.143 +(epoch: 120, iters: 53696, time: 0.375, data: 0.019) G_GAN: 3.299 G_L1: 2.958 D_real: 0.242 D_fake: 0.118 +(epoch: 120, iters: 53796, time: 0.270, data: 0.017) G_GAN: 2.870 G_L1: 4.408 D_real: 0.060 D_fake: 0.136 +(epoch: 120, iters: 53896, time: 0.303, data: 0.018) G_GAN: 3.344 G_L1: 3.468 D_real: 0.217 D_fake: 0.133 +(epoch: 120, iters: 53996, time: 0.304, data: 0.021) G_GAN: 3.154 G_L1: 3.231 D_real: 0.209 D_fake: 0.242 +(epoch: 120, iters: 54096, time: 0.676, data: 0.019) G_GAN: 2.400 G_L1: 2.933 D_real: 0.349 D_fake: 0.250 +(epoch: 120, iters: 54196, time: 0.296, data: 0.019) G_GAN: 3.111 G_L1: 4.835 D_real: 0.031 D_fake: 0.112 +(epoch: 120, iters: 54296, time: 0.296, data: 0.019) G_GAN: 2.390 G_L1: 2.508 D_real: 0.227 D_fake: 0.282 +(epoch: 120, iters: 54396, time: 0.306, data: 0.021) G_GAN: 2.650 G_L1: 3.153 D_real: 0.100 D_fake: 0.164 +(epoch: 120, iters: 54496, time: 0.414, data: 0.020) G_GAN: 2.627 G_L1: 3.257 D_real: 0.453 D_fake: 0.217 +(epoch: 120, iters: 54596, time: 0.302, data: 0.019) G_GAN: 2.069 G_L1: 2.665 D_real: 0.452 D_fake: 0.275 +(epoch: 120, iters: 54696, time: 0.302, data: 0.020) G_GAN: 2.657 G_L1: 3.019 D_real: 0.119 D_fake: 0.169 +(epoch: 120, iters: 54796, time: 0.301, data: 0.019) G_GAN: 2.940 G_L1: 2.348 D_real: 0.243 D_fake: 0.113 +(epoch: 120, iters: 54896, time: 0.416, data: 0.021) G_GAN: 3.190 G_L1: 3.802 D_real: 0.007 D_fake: 0.103 +(epoch: 120, iters: 54996, time: 0.304, data: 0.019) G_GAN: 3.037 G_L1: 4.143 D_real: 0.173 D_fake: 0.119 +(epoch: 120, iters: 55096, time: 0.301, data: 0.022) G_GAN: 4.036 G_L1: 3.400 D_real: 0.142 D_fake: 0.082 +(epoch: 120, iters: 55196, time: 0.305, data: 0.019) G_GAN: 4.364 G_L1: 3.489 D_real: 0.307 D_fake: 0.069 +(epoch: 120, iters: 55296, time: 0.416, data: 0.019) G_GAN: 4.939 G_L1: 3.791 D_real: 0.079 D_fake: 0.017 +(epoch: 120, iters: 55396, time: 0.299, data: 0.020) G_GAN: 3.470 G_L1: 3.840 D_real: 0.030 D_fake: 0.153 +(epoch: 120, iters: 55496, time: 0.285, data: 0.019) G_GAN: 3.699 G_L1: 3.667 D_real: 0.001 D_fake: 0.086 +(epoch: 120, iters: 55596, time: 0.302, data: 0.017) G_GAN: 3.718 G_L1: 3.495 D_real: 0.452 D_fake: 0.085 +(epoch: 120, iters: 55696, time: 0.405, data: 0.021) G_GAN: 2.801 G_L1: 2.783 D_real: 0.137 D_fake: 0.163 +(epoch: 120, iters: 55796, time: 0.305, data: 0.019) G_GAN: 2.612 G_L1: 2.466 D_real: 0.055 D_fake: 0.168 +(epoch: 120, iters: 55896, time: 0.298, data: 0.021) G_GAN: 4.755 G_L1: 5.369 D_real: 0.016 D_fake: 0.028 +(epoch: 120, iters: 55996, time: 0.303, data: 0.018) G_GAN: 2.758 G_L1: 3.693 D_real: 0.031 D_fake: 0.327 +(epoch: 120, iters: 56096, time: 0.665, data: 0.019) G_GAN: 3.006 G_L1: 2.777 D_real: 0.047 D_fake: 0.159 +(epoch: 120, iters: 56196, time: 0.302, data: 0.021) G_GAN: 3.279 G_L1: 2.653 D_real: 0.002 D_fake: 0.124 +(epoch: 120, iters: 56296, time: 0.299, data: 0.020) G_GAN: 2.660 G_L1: 4.870 D_real: 0.135 D_fake: 0.168 +(epoch: 120, iters: 56396, time: 0.292, data: 0.022) G_GAN: 3.918 G_L1: 4.227 D_real: 0.026 D_fake: 0.074 +(epoch: 120, iters: 56496, time: 0.416, data: 0.019) G_GAN: 4.037 G_L1: 3.943 D_real: 0.107 D_fake: 0.105 +(epoch: 120, iters: 56596, time: 0.289, data: 0.019) G_GAN: 3.165 G_L1: 4.022 D_real: 0.245 D_fake: 0.168 +(epoch: 120, iters: 56696, time: 0.297, data: 0.018) G_GAN: 3.972 G_L1: 4.389 D_real: 0.078 D_fake: 0.069 +(epoch: 120, iters: 56796, time: 0.294, data: 0.020) G_GAN: 3.248 G_L1: 5.397 D_real: 0.010 D_fake: 0.115 +(epoch: 120, iters: 56896, time: 0.421, data: 0.020) G_GAN: 2.683 G_L1: 2.935 D_real: 0.204 D_fake: 0.205 +(epoch: 120, iters: 56996, time: 0.296, data: 0.019) G_GAN: 4.641 G_L1: 3.702 D_real: 0.096 D_fake: 0.059 +(epoch: 120, iters: 57096, time: 0.302, data: 0.018) G_GAN: 2.540 G_L1: 3.507 D_real: 0.433 D_fake: 0.200 +(epoch: 120, iters: 57196, time: 0.297, data: 0.019) G_GAN: 5.085 G_L1: 3.782 D_real: 0.428 D_fake: 0.062 +(epoch: 120, iters: 57296, time: 0.423, data: 0.019) G_GAN: 4.022 G_L1: 3.621 D_real: 0.013 D_fake: 0.122 +(epoch: 120, iters: 57396, time: 0.303, data: 0.019) G_GAN: 2.986 G_L1: 5.641 D_real: 0.174 D_fake: 0.191 +(epoch: 120, iters: 57496, time: 0.299, data: 0.019) G_GAN: 2.634 G_L1: 2.646 D_real: 0.168 D_fake: 0.199 +(epoch: 120, iters: 57596, time: 0.294, data: 0.019) G_GAN: 3.943 G_L1: 4.069 D_real: 0.602 D_fake: 0.207 +(epoch: 120, iters: 57696, time: 0.417, data: 0.019) G_GAN: 3.513 G_L1: 3.151 D_real: 0.428 D_fake: 0.077 +(epoch: 120, iters: 57796, time: 0.304, data: 0.019) G_GAN: 3.824 G_L1: 3.672 D_real: 0.305 D_fake: 0.060 +(epoch: 120, iters: 57896, time: 0.301, data: 0.020) G_GAN: 3.526 G_L1: 3.817 D_real: 0.078 D_fake: 0.071 +(epoch: 120, iters: 57996, time: 0.298, data: 0.019) G_GAN: 3.480 G_L1: 5.382 D_real: 0.011 D_fake: 0.125 +(epoch: 120, iters: 58096, time: 0.661, data: 0.019) G_GAN: 4.609 G_L1: 3.783 D_real: 0.022 D_fake: 0.051 +(epoch: 120, iters: 58196, time: 0.297, data: 0.022) G_GAN: 2.987 G_L1: 3.033 D_real: 0.183 D_fake: 0.125 +(epoch: 120, iters: 58296, time: 0.301, data: 0.020) G_GAN: 2.996 G_L1: 3.277 D_real: 0.044 D_fake: 0.111 +(epoch: 120, iters: 58396, time: 0.302, data: 0.021) G_GAN: 3.582 G_L1: 4.750 D_real: 0.492 D_fake: 0.158 +(epoch: 120, iters: 58496, time: 0.421, data: 0.021) G_GAN: 2.813 G_L1: 3.898 D_real: 0.357 D_fake: 0.289 +(epoch: 120, iters: 58596, time: 0.292, data: 0.020) G_GAN: 2.633 G_L1: 2.809 D_real: 0.198 D_fake: 0.180 +(epoch: 120, iters: 58696, time: 0.296, data: 0.020) G_GAN: 3.873 G_L1: 4.050 D_real: 0.124 D_fake: 0.215 +(epoch: 120, iters: 58796, time: 0.295, data: 0.028) G_GAN: 3.337 G_L1: 3.538 D_real: 0.074 D_fake: 0.124 +(epoch: 120, iters: 58896, time: 0.420, data: 0.020) G_GAN: 2.561 G_L1: 3.301 D_real: 0.409 D_fake: 0.498 +(epoch: 120, iters: 58996, time: 0.278, data: 0.021) G_GAN: 3.398 G_L1: 3.714 D_real: 0.345 D_fake: 0.147 +(epoch: 120, iters: 59096, time: 0.295, data: 0.019) G_GAN: 2.713 G_L1: 3.632 D_real: 0.088 D_fake: 0.252 +(epoch: 120, iters: 59196, time: 0.303, data: 0.019) G_GAN: 3.965 G_L1: 3.192 D_real: 0.141 D_fake: 0.102 +(epoch: 120, iters: 59296, time: 0.399, data: 0.020) G_GAN: 3.916 G_L1: 3.371 D_real: 0.228 D_fake: 0.074 +(epoch: 120, iters: 59396, time: 0.305, data: 0.021) G_GAN: 1.965 G_L1: 2.770 D_real: 0.591 D_fake: 0.559 +(epoch: 120, iters: 59496, time: 0.303, data: 0.020) G_GAN: 3.481 G_L1: 4.147 D_real: 0.167 D_fake: 0.256 +(epoch: 120, iters: 59596, time: 0.298, data: 0.020) G_GAN: 2.876 G_L1: 3.428 D_real: 0.491 D_fake: 0.150 +(epoch: 120, iters: 59696, time: 0.422, data: 0.020) G_GAN: 2.262 G_L1: 3.401 D_real: 0.210 D_fake: 0.229 +(epoch: 120, iters: 59796, time: 0.300, data: 0.020) G_GAN: 1.700 G_L1: 2.758 D_real: 0.153 D_fake: 0.463 +(epoch: 120, iters: 59896, time: 0.309, data: 0.019) G_GAN: 4.296 G_L1: 3.468 D_real: 0.302 D_fake: 0.039 +(epoch: 120, iters: 59996, time: 0.294, data: 0.018) G_GAN: 3.126 G_L1: 4.161 D_real: 0.018 D_fake: 0.102 diff --git a/Nov25_withoutPhy/train_opt.txt b/Nov25_withoutPhy/train_opt.txt new file mode 100644 index 0000000000000000000000000000000000000000..c82ef43db14126ab694249a3b3976bb128b07ab8 --- /dev/null +++ b/Nov25_withoutPhy/train_opt.txt @@ -0,0 +1,71 @@ +----------------- Options --------------- + addPhysicalLoss: True [default: False] + batch_size: 4 [default: 1] + beta1: 0.5 + checkpoints_dir: ./checkpoints + continue_train: False + crop_size: 512 + dataroot: data [default: None] + dataset_mode: aligned + dim: 64 + dim_mults: (1, 2, 4, 8) + direction: AtoB + display_env: main + display_freq: 400 + display_id: 1 + display_ncols: 5 + display_port: 8097 + display_server: http://localhost + display_winsize: 512 + epoch: latest + epoch_count: 1 + gan_mode: vanilla + gpu_ids: 0 + groups: 8 + init_dim: 64 + init_gain: 0.02 + init_type: normal + input_nc: 1 + isTrain: True [default: None] + lambda_L1: 10.0 + learned_sinusoidal_cond: False + learned_sinusoidal_dim: 16 + load_iter: 0 [default: 0] + load_size: 512 + lr: 0.0002 + lr_decay_iters: 10 + lr_policy: linear + mask_size: 512 + max_dataset_size: inf + model: atme [default: catme2] + n_epochs: 20 [default: 100] + n_epochs_decay: 100 [default: 50] + n_layers_D: 4 + n_save_noisy: 0 + name: Nov25_withoutPhy [default: experiment_name] + ndf: 64 + netD: basic + netG: unet_256_ddm + ngf: 64 + no_dropout: False + no_flip: False + no_html: False + norm: instance + num_threads: 8 [default: 4] + output_nc: 4 + phase: train + pool_size: 0 + preprocess: resize_and_crop + print_freq: 100 + random_fourier_features: False + save_by_iter: False + save_epoch_freq: 5 + save_latest_freq: 5000 + serial_batches: False + suffix: + time_dim_mult: 4 + update_html_freq: 1000 + use_wandb: False + verbose: False + wandb_project_name: atme +----------------- End 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epoch [110]

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epoch [98]

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fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [87]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [86]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [85]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [84]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [83]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [82]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [81]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [80]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [79]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [78]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [77]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [76]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [75]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [74]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [73]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [72]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [71]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [70]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [69]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [68]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [67]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [66]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [65]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [64]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [63]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [62]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [61]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [60]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [59]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [58]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [57]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [56]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [55]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [54]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [53]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [52]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [51]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [50]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [49]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [48]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [47]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [46]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [45]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [44]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [43]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [42]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [41]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [40]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [39]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [38]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [37]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [36]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [35]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [34]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [33]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [32]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [31]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [30]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [29]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [28]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [27]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [26]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [25]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [24]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [23]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [22]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [21]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [20]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [19]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [18]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [17]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [16]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [15]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [14]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [13]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [12]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [11]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [10]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [9]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [8]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [7]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [6]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [5]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [4]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [3]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [2]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+

epoch [1]

+ + + + + + + + +
+

+ + +
+

real_A

+

+ 		+

+ + +
+

Disc_B

+

+ 		+

+ + +
+

noisy_A

+

+ 		+

+ + +
+

fake_B

+

+ 		+

+ + +
+

real_B

+

+
+ + \ No newline at end of file