| Training started: 2026-08-20 07:09:04 |
| ========================================================================================== |
| Step | Epoch | Loss | Avg100 | LR | Elapsed | ETA |
| ------------------------------------------------------------------------------------------ |
| [07:09:04] Run directory: RESULTS/ProGamerGov/run_005 |
| [07:09:04] Loading PixArt-Sigma components ... |
| [07:09:11] Transformer params: 610,856,096 total, 610,856,096 trainable |
| [07:09:11] Building dataset ... |
| [07:09:12] |
| [07:09:12] ================================================================ |
| [07:09:12] Model = PixArt-alpha/PixArt-Sigma-XL-2-1024-MS |
| [07:09:12] Output dir = RESULTS/ProGamerGov/run_005 |
| [07:09:12] Num examples = 90000 |
| [07:09:12] Num epochs = 1 |
| [07:09:12] Batch/device = 4 |
| [07:09:12] Grad accum = 1 |
| [07:09:12] Effective BS = 4 |
| [07:09:12] Total optim steps = 10000 |
| [07:09:12] LR = 2e-05 |
| [07:09:12] Precision = bf16 |
| [07:09:12] Resolution = 1024x1024 |
| [07:09:12] Max seq length = 300 |
| [07:09:12] ================================================================ |
| [07:09:12] |
| 50 | 0 | 0.113420 | 0.113420 | 2.00e-06 | 0:02:01 | 6:42:33 |
| 100 | 0 | 0.082310 | 0.097865 | 4.00e-06 | 0:03:56 | 6:29:24 |
| 150 | 0 | 0.061022 | 0.085584 | 6.00e-06 | 0:05:50 | 6:24:03 |
| 200 | 0 | 0.109215 | 0.091492 | 8.00e-06 | 0:07:45 | 6:20:25 |
| 250 | 0 | 0.000755 | 0.073344 | 1.00e-05 | 0:09:40 | 6:17:29 |
| 300 | 0 | 0.008609 | 0.062555 | 1.20e-05 | 0:11:35 | 6:14:52 |
| 350 | 0 | 0.042128 | 0.059637 | 1.40e-05 | 0:13:30 | 6:12:28 |
| 400 | 0 | 0.114904 | 0.066545 | 1.60e-05 | 0:15:25 | 6:10:10 |
| 450 | 0 | 0.070879 | 0.067027 | 1.80e-05 | 0:17:20 | 6:07:58 |
| 500 | 0 | 0.151351 | 0.075459 | 2.00e-05 | 0:19:15 | 6:05:48 |
| 550 | 0 | 0.347833 | 0.100221 | 2.00e-05 | 0:21:10 | 6:03:42 |
| 600 | 0 | 0.108217 | 0.100887 | 2.00e-05 | 0:23:04 | 6:01:37 |
| 650 | 0 | 0.081343 | 0.099383 | 2.00e-05 | 0:24:59 | 5:59:34 |
| 700 | 0 | 0.088173 | 0.098583 | 2.00e-05 | 0:26:54 | 5:57:32 |
| 750 | 0 | 0.019781 | 0.093329 | 2.00e-05 | 0:28:49 | 5:55:31 |
| 800 | 0 | 0.032913 | 0.089553 | 2.00e-05 | 0:30:44 | 5:53:31 |
| 850 | 0 | 0.091244 | 0.089653 | 1.99e-05 | 0:32:39 | 5:51:31 |
| 900 | 0 | 0.059168 | 0.087959 | 1.99e-05 | 0:34:34 | 5:49:32 |
| 950 | 0 | 0.044360 | 0.085664 | 1.99e-05 | 0:36:29 | 5:47:33 |
| 1000 | 0 | 0.137508 | 0.088257 | 1.99e-05 | 0:38:23 | 5:45:35 |
| [07:47:28] Generating 16 validation images ... |
| [07:48:50] Validation step 1000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0001000.png |
| 1050 | 0 | 0.215648 | 0.094323 | 1.98e-05 | 0:41:40 | 5:55:14 |
| 1100 | 0 | 0.152894 | 0.096985 | 1.98e-05 | 0:43:35 | 5:52:41 |
| 1150 | 0 | 0.186294 | 0.100868 | 1.98e-05 | 0:45:30 | 5:50:11 |
| 1200 | 0 | 0.059198 | 0.099132 | 1.97e-05 | 0:47:25 | 5:47:44 |
| 1250 | 0 | 0.047702 | 0.097075 | 1.97e-05 | 0:49:20 | 5:45:20 |
| 1300 | 0 | 0.249663 | 0.102944 | 1.97e-05 | 0:51:14 | 5:42:58 |
| 1350 | 0 | 0.093968 | 0.102611 | 1.96e-05 | 0:53:09 | 5:40:38 |
| 1400 | 0 | 0.018970 | 0.099624 | 1.96e-05 | 0:55:04 | 5:38:19 |
| 1450 | 0 | 0.021159 | 0.096918 | 1.95e-05 | 0:56:59 | 5:36:02 |
| 1500 | 0 | 0.135169 | 0.098193 | 1.95e-05 | 0:58:54 | 5:33:47 |
| 1550 | 0 | 0.128481 | 0.099170 | 1.94e-05 | 1:00:49 | 5:31:33 |
| 1600 | 0 | 0.135104 | 0.100293 | 1.93e-05 | 1:02:43 | 5:29:20 |
| 1650 | 0 | 0.039562 | 0.098453 | 1.93e-05 | 1:04:38 | 5:27:08 |
| 1700 | 0 | 0.094805 | 0.098346 | 1.92e-05 | 1:06:33 | 5:24:58 |
| 1750 | 0 | 0.011675 | 0.095869 | 1.92e-05 | 1:08:28 | 5:22:48 |
| 1800 | 0 | 0.116583 | 0.096445 | 1.91e-05 | 1:10:23 | 5:20:39 |
| 1850 | 0 | 0.116688 | 0.096992 | 1.90e-05 | 1:12:18 | 5:18:31 |
| 1900 | 0 | 0.033156 | 0.095312 | 1.89e-05 | 1:14:13 | 5:16:23 |
| 1950 | 0 | 0.041412 | 0.093930 | 1.89e-05 | 1:16:07 | 5:14:17 |
| 2000 | 0 | 0.015084 | 0.091959 | 1.88e-05 | 1:18:02 | 5:12:11 |
| [08:27:12] Saved checkpoint -> RESULTS/ProGamerGov/run_005/checkpoint-2000 |
| [08:27:12] Generating 16 validation images ... |
| [08:28:33] Validation step 2000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0002000.png |
| 2050 | 0 | 0.445782 | 0.100589 | 1.87e-05 | 1:21:23 | 5:15:39 |
| 2100 | 0 | 0.058438 | 0.099585 | 1.86e-05 | 1:23:18 | 5:13:24 |
| 2150 | 0 | 0.098253 | 0.099554 | 1.85e-05 | 1:25:13 | 5:11:10 |
| 2200 | 0 | 0.128803 | 0.100219 | 1.85e-05 | 1:27:08 | 5:08:56 |
| 2250 | 0 | 0.067927 | 0.099501 | 1.84e-05 | 1:29:03 | 5:06:44 |
| 2300 | 0 | 0.070267 | 0.098866 | 1.83e-05 | 1:30:58 | 5:04:32 |
| 2350 | 0 | 0.337035 | 0.103933 | 1.82e-05 | 1:32:52 | 5:02:21 |
| 2400 | 0 | 0.062666 | 0.103073 | 1.81e-05 | 1:34:47 | 5:00:11 |
| 2450 | 0 | 0.100171 | 0.103014 | 1.80e-05 | 1:36:42 | 4:58:01 |
| 2500 | 0 | 0.019157 | 0.101337 | 1.79e-05 | 1:38:37 | 4:55:52 |
| 2550 | 0 | 0.041741 | 0.100168 | 1.78e-05 | 1:40:32 | 4:53:44 |
| 2600 | 0 | 0.133075 | 0.100801 | 1.77e-05 | 1:42:27 | 4:51:36 |
| 2650 | 0 | 0.076505 | 0.100343 | 1.76e-05 | 1:44:22 | 4:49:29 |
| 2700 | 0 | 0.134061 | 0.100967 | 1.75e-05 | 1:46:17 | 4:47:22 |
| 2750 | 0 | 0.084122 | 0.100661 | 1.74e-05 | 1:48:12 | 4:45:15 |
| 2800 | 0 | 0.074990 | 0.100203 | 1.72e-05 | 1:50:07 | 4:43:09 |
| 2850 | 0 | 0.158799 | 0.101231 | 1.71e-05 | 1:52:02 | 4:41:04 |
| 2900 | 0 | 0.069902 | 0.100690 | 1.70e-05 | 1:53:56 | 4:38:58 |
| 2950 | 0 | 0.083242 | 0.100395 | 1.69e-05 | 1:55:51 | 4:36:53 |
| 3000 | 0 | 0.193714 | 0.101950 | 1.68e-05 | 1:57:46 | 4:34:49 |
| [09:06:51] Generating 16 validation images ... |
| [09:08:12] Validation step 3000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0003000.png |
| 3050 | 0 | 0.137922 | 0.102540 | 1.67e-05 | 2:01:03 | 4:35:50 |
| 3100 | 0 | 0.079630 | 0.102170 | 1.65e-05 | 2:02:57 | 4:33:41 |
| 3150 | 0 | 0.084735 | 0.101893 | 1.64e-05 | 2:04:52 | 4:31:33 |
| 3200 | 0 | 0.093643 | 0.101765 | 1.63e-05 | 2:06:47 | 4:29:26 |
| 3250 | 0 | 0.086830 | 0.101535 | 1.61e-05 | 2:08:42 | 4:27:19 |
| 3300 | 0 | 0.013954 | 0.100208 | 1.60e-05 | 2:10:37 | 4:25:12 |
| 3350 | 0 | 0.284630 | 0.102960 | 1.59e-05 | 2:12:32 | 4:23:06 |
| 3400 | 0 | 0.104334 | 0.102981 | 1.57e-05 | 2:14:27 | 4:20:59 |
| 3450 | 0 | 0.113214 | 0.103129 | 1.56e-05 | 2:16:22 | 4:18:54 |
| 3500 | 0 | 0.041880 | 0.102254 | 1.55e-05 | 2:18:16 | 4:16:48 |
| 3550 | 0 | 0.085637 | 0.102020 | 1.53e-05 | 2:20:11 | 4:14:43 |
| 3600 | 0 | 0.108116 | 0.102105 | 1.52e-05 | 2:22:06 | 4:12:38 |
| 3650 | 0 | 0.159505 | 0.102891 | 1.50e-05 | 2:24:01 | 4:10:33 |
| 3700 | 0 | 0.027230 | 0.101868 | 1.49e-05 | 2:25:56 | 4:08:29 |
| 3750 | 0 | 0.095076 | 0.101778 | 1.48e-05 | 2:27:51 | 4:06:25 |
| 3800 | 0 | 0.081186 | 0.101507 | 1.46e-05 | 2:29:46 | 4:04:21 |
| 3850 | 0 | 0.007723 | 0.100289 | 1.45e-05 | 2:31:41 | 4:02:18 |
| 3900 | 0 | 0.041331 | 0.099533 | 1.43e-05 | 2:33:36 | 4:00:14 |
| 3950 | 0 | 0.149961 | 0.100171 | 1.42e-05 | 2:35:31 | 3:58:11 |
| 4000 | 0 | 0.082591 | 0.099952 | 1.40e-05 | 2:37:26 | 3:56:09 |
| [09:46:35] Saved checkpoint -> RESULTS/ProGamerGov/run_005/checkpoint-4000 |
| [09:46:35] Generating 16 validation images ... |
| [09:47:56] Validation step 4000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0004000.png |
| 4050 | 0 | 0.106630 | 0.100034 | 1.39e-05 | 2:40:46 | 3:56:12 |
| 4100 | 0 | 0.124731 | 0.100335 | 1.37e-05 | 2:42:41 | 3:54:07 |
| 4150 | 0 | 0.111056 | 0.100464 | 1.36e-05 | 2:44:36 | 3:52:02 |
| 4200 | 0 | 0.087801 | 0.100314 | 1.34e-05 | 2:46:31 | 3:49:58 |
| 4250 | 0 | 0.035730 | 0.099554 | 1.32e-05 | 2:48:26 | 3:47:53 |
| 4300 | 0 | 0.100614 | 0.099566 | 1.31e-05 | 2:50:21 | 3:45:49 |
| 4350 | 0 | 0.018361 | 0.098633 | 1.29e-05 | 2:52:16 | 3:43:45 |
| 4400 | 0 | 0.161905 | 0.099352 | 1.28e-05 | 2:54:11 | 3:41:41 |
| 4450 | 0 | 0.125787 | 0.099649 | 1.26e-05 | 2:56:06 | 3:39:38 |
| 4500 | 0 | 0.335901 | 0.102274 | 1.25e-05 | 2:58:01 | 3:37:34 |
| 4550 | 0 | 0.335789 | 0.104840 | 1.23e-05 | 2:59:56 | 3:35:31 |
| 4600 | 0 | 0.201848 | 0.105894 | 1.21e-05 | 3:01:50 | 3:33:28 |
| 4650 | 0 | 0.066603 | 0.105472 | 1.20e-05 | 3:03:45 | 3:31:25 |
| 4700 | 0 | 0.195366 | 0.106428 | 1.18e-05 | 3:05:40 | 3:29:22 |
| 4750 | 0 | 0.117072 | 0.106540 | 1.16e-05 | 3:07:35 | 3:27:20 |
| 4800 | 0 | 0.351648 | 0.109093 | 1.15e-05 | 3:09:30 | 3:25:17 |
| 4850 | 0 | 0.121964 | 0.109226 | 1.13e-05 | 3:11:25 | 3:23:15 |
| 4900 | 0 | 0.043139 | 0.108552 | 1.12e-05 | 3:13:20 | 3:21:13 |
| 4950 | 0 | 0.317299 | 0.110660 | 1.10e-05 | 3:15:14 | 3:19:11 |
| 5000 | 0 | 0.048271 | 0.110036 | 1.08e-05 | 3:17:09 | 3:17:09 |
| [10:26:14] Generating 16 validation images ... |
| [10:27:36] Validation step 5000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0005000.png |
| 5050 | 0 | 0.021848 | 0.109121 | 1.07e-05 | 3:20:26 | 3:16:28 |
| 5100 | 0 | 0.371505 | 0.112013 | 1.05e-05 | 3:22:21 | 3:14:24 |
| 5150 | 0 | 0.076623 | 0.112169 | 1.03e-05 | 3:24:15 | 3:12:22 |
| 5200 | 0 | 0.073942 | 0.111816 | 1.02e-05 | 3:26:10 | 3:10:19 |
| 5250 | 0 | 0.006589 | 0.111874 | 1.00e-05 | 3:28:05 | 3:08:16 |
| 5300 | 0 | 0.130316 | 0.113091 | 9.83e-06 | 3:30:00 | 3:06:14 |
| 5350 | 0 | 0.104703 | 0.113717 | 9.67e-06 | 3:31:55 | 3:04:11 |
| 5400 | 0 | 0.236107 | 0.114929 | 9.50e-06 | 3:33:50 | 3:02:09 |
| 5450 | 0 | 0.015675 | 0.114377 | 9.34e-06 | 3:35:45 | 3:00:07 |
| 5500 | 0 | 0.152041 | 0.114384 | 9.17e-06 | 3:37:40 | 2:58:05 |
| 5550 | 0 | 0.085919 | 0.111765 | 9.01e-06 | 3:39:35 | 2:56:03 |
| 5600 | 0 | 0.020621 | 0.110889 | 8.85e-06 | 3:41:29 | 2:54:02 |
| 5650 | 0 | 0.061935 | 0.110695 | 8.68e-06 | 3:43:24 | 2:52:00 |
| 5700 | 0 | 0.001451 | 0.109828 | 8.52e-06 | 3:45:19 | 2:49:59 |
| 5750 | 0 | 0.103552 | 0.110665 | 8.35e-06 | 3:47:14 | 2:47:57 |
| 5800 | 0 | 0.114504 | 0.111481 | 8.19e-06 | 3:49:09 | 2:45:56 |
| 5850 | 0 | 0.001043 | 0.110579 | 8.03e-06 | 3:51:04 | 2:43:55 |
| 5900 | 0 | 0.070605 | 0.110694 | 7.87e-06 | 3:52:59 | 2:41:54 |
| 5950 | 0 | 0.093911 | 0.111189 | 7.71e-06 | 3:54:54 | 2:39:53 |
| 6000 | 0 | 0.246248 | 0.112276 | 7.55e-06 | 3:56:48 | 2:37:52 |
| [11:05:58] Saved checkpoint -> RESULTS/ProGamerGov/run_005/checkpoint-6000 |
| [11:05:58] Generating 16 validation images ... |
| [11:07:19] Validation step 6000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0006000.png |
| 6050 | 0 | 0.422592 | 0.114346 | 7.39e-06 | 4:00:09 | 2:36:48 |
| 6100 | 0 | 0.089657 | 0.113714 | 7.23e-06 | 4:02:04 | 2:34:46 |
| 6150 | 0 | 0.180438 | 0.113655 | 7.07e-06 | 4:03:59 | 2:32:44 |
| 6200 | 0 | 0.132979 | 0.114393 | 6.91e-06 | 4:05:54 | 2:30:43 |
| 6250 | 0 | 0.072978 | 0.114646 | 6.75e-06 | 4:07:49 | 2:28:41 |
| 6300 | 0 | 0.028643 | 0.112435 | 6.60e-06 | 4:09:44 | 2:26:40 |
| 6350 | 0 | 0.004215 | 0.111538 | 6.44e-06 | 4:11:39 | 2:24:38 |
| 6400 | 0 | 0.003620 | 0.111384 | 6.29e-06 | 4:13:33 | 2:22:37 |
| 6450 | 0 | 0.007057 | 0.111243 | 6.14e-06 | 4:15:28 | 2:20:36 |
| 6500 | 0 | 0.106109 | 0.110953 | 5.98e-06 | 4:17:23 | 2:18:35 |
| 6550 | 0 | 0.041309 | 0.110081 | 5.83e-06 | 4:19:18 | 2:16:34 |
| 6600 | 0 | 0.129002 | 0.110020 | 5.68e-06 | 4:21:13 | 2:14:34 |
| 6650 | 0 | 0.079118 | 0.110416 | 5.53e-06 | 4:23:08 | 2:12:33 |
| 6700 | 0 | 0.108248 | 0.110550 | 5.39e-06 | 4:25:03 | 2:10:32 |
| 6750 | 0 | 0.064929 | 0.111082 | 5.24e-06 | 4:26:58 | 2:08:32 |
| 6800 | 0 | 0.191579 | 0.111832 | 5.10e-06 | 4:28:52 | 2:06:31 |
| 6850 | 0 | 0.115229 | 0.111818 | 4.95e-06 | 4:30:47 | 2:04:31 |
| 6900 | 0 | 0.123865 | 0.112725 | 4.81e-06 | 4:32:42 | 2:02:31 |
| 6950 | 0 | 0.140349 | 0.113714 | 4.67e-06 | 4:34:37 | 2:00:31 |
| 7000 | 0 | 0.070642 | 0.114270 | 4.53e-06 | 4:36:32 | 1:58:31 |
| [11:45:37] Generating 16 validation images ... |
| [11:46:58] Validation step 7000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0007000.png |
| 7050 | 0 | 0.104537 | 0.110857 | 4.39e-06 | 4:39:48 | 1:57:05 |
| 7100 | 0 | 0.070507 | 0.110978 | 4.26e-06 | 4:41:43 | 1:55:04 |
| 7150 | 0 | 0.067530 | 0.110671 | 4.12e-06 | 4:43:38 | 1:53:03 |
| 7200 | 0 | 0.192528 | 0.111308 | 3.99e-06 | 4:45:33 | 1:51:02 |
| 7250 | 0 | 0.079162 | 0.111421 | 3.86e-06 | 4:47:28 | 1:49:02 |
| 7300 | 0 | 0.062165 | 0.111339 | 3.73e-06 | 4:49:22 | 1:47:01 |
| 7350 | 0 | 0.095154 | 0.108921 | 3.60e-06 | 4:51:17 | 1:45:01 |
| 7400 | 0 | 0.165432 | 0.109948 | 3.47e-06 | 4:53:12 | 1:43:01 |
| 7450 | 0 | 0.078487 | 0.109732 | 3.35e-06 | 4:55:07 | 1:41:00 |
| 7500 | 0 | 0.149949 | 0.111039 | 3.23e-06 | 4:57:01 | 1:39:00 |
| 7550 | 0 | 0.033870 | 0.110961 | 3.11e-06 | 4:58:56 | 1:37:00 |
| 7600 | 0 | 0.126004 | 0.110890 | 2.99e-06 | 5:00:51 | 1:35:00 |
| 7650 | 0 | 0.280075 | 0.112926 | 2.87e-06 | 5:02:46 | 1:33:00 |
| 7700 | 0 | 0.076255 | 0.112348 | 2.76e-06 | 5:04:41 | 1:31:00 |
| 7750 | 0 | 0.052550 | 0.112032 | 2.64e-06 | 5:06:36 | 1:29:00 |
| 7800 | 0 | 0.185190 | 0.113134 | 2.53e-06 | 5:08:31 | 1:27:01 |
| 7850 | 0 | 0.130338 | 0.112849 | 2.42e-06 | 5:10:25 | 1:25:01 |
| 7900 | 0 | 0.053461 | 0.112685 | 2.32e-06 | 5:12:20 | 1:23:01 |
| 7950 | 0 | 0.023162 | 0.112084 | 2.21e-06 | 5:14:15 | 1:21:02 |
| 8000 | 0 | 0.125452 | 0.111401 | 2.11e-06 | 5:16:10 | 1:19:02 |
| [12:25:20] Saved checkpoint -> RESULTS/ProGamerGov/run_005/checkpoint-8000 |
| [12:25:21] Generating 16 validation images ... |
| [12:26:41] Validation step 8000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0008000.png |
| 8050 | 0 | 0.187762 | 0.111900 | 2.01e-06 | 5:19:32 | 1:17:24 |
| 8100 | 0 | 0.006963 | 0.111173 | 1.91e-06 | 5:21:27 | 1:15:24 |
| 8150 | 0 | 0.153912 | 0.111865 | 1.81e-06 | 5:23:21 | 1:13:24 |
| 8200 | 0 | 0.128720 | 0.112216 | 1.72e-06 | 5:25:16 | 1:11:24 |
| 8250 | 0 | 0.066252 | 0.112010 | 1.63e-06 | 5:27:11 | 1:09:24 |
| 8300 | 0 | 0.140032 | 0.113271 | 1.54e-06 | 5:29:06 | 1:07:24 |
| 8350 | 0 | 0.076543 | 0.111190 | 1.45e-06 | 5:31:01 | 1:05:24 |
| 8400 | 0 | 0.094822 | 0.111095 | 1.37e-06 | 5:32:56 | 1:03:24 |
| 8450 | 0 | 0.070477 | 0.110667 | 1.29e-06 | 5:34:51 | 1:01:25 |
| 8500 | 0 | 0.044041 | 0.110689 | 1.21e-06 | 5:36:45 | 0:59:25 |
| 8550 | 0 | 0.069556 | 0.110528 | 1.13e-06 | 5:38:40 | 0:57:26 |
| 8600 | 0 | 0.339329 | 0.112840 | 1.05e-06 | 5:40:35 | 0:55:26 |
| 8650 | 0 | 0.065515 | 0.111900 | 9.80e-07 | 5:42:30 | 0:53:27 |
| 8700 | 0 | 0.083407 | 0.112462 | 9.10e-07 | 5:44:25 | 0:51:27 |
| 8750 | 0 | 0.009339 | 0.111605 | 8.42e-07 | 5:46:20 | 0:49:28 |
| 8800 | 0 | 0.042258 | 0.111216 | 7.77e-07 | 5:48:15 | 0:47:29 |
| 8850 | 0 | 0.156200 | 0.112700 | 7.14e-07 | 5:50:10 | 0:45:30 |
| 8900 | 0 | 0.021346 | 0.112500 | 6.54e-07 | 5:52:04 | 0:43:30 |
| 8950 | 0 | 0.002679 | 0.111028 | 5.97e-07 | 5:53:59 | 0:41:31 |
| 9000 | 0 | 0.030879 | 0.110511 | 5.42e-07 | 5:55:54 | 0:39:32 |
| [13:04:59] Generating 16 validation images ... |
| [13:06:20] Validation step 9000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0009000.png |
| 9050 | 0 | 0.122077 | 0.110665 | 4.89e-07 | 5:59:10 | 0:37:42 |
| 9100 | 0 | 0.080572 | 0.110223 | 4.40e-07 | 6:01:05 | 0:35:42 |
| 9150 | 0 | 0.112317 | 0.110236 | 3.92e-07 | 6:03:00 | 0:33:43 |
| 9200 | 0 | 0.125336 | 0.110611 | 3.48e-07 | 6:04:55 | 0:31:43 |
| 9250 | 0 | 0.195038 | 0.112204 | 3.06e-07 | 6:06:50 | 0:29:44 |
| 9300 | 0 | 0.140948 | 0.112608 | 2.67e-07 | 6:08:45 | 0:27:45 |
| 9350 | 0 | 0.107500 | 0.113499 | 2.30e-07 | 6:10:40 | 0:25:46 |
| 9400 | 0 | 0.117684 | 0.113057 | 1.96e-07 | 6:12:35 | 0:23:46 |
| 9450 | 0 | 0.006223 | 0.111861 | 1.65e-07 | 6:14:30 | 0:21:47 |
| 9500 | 0 | 0.028468 | 0.108787 | 1.36e-07 | 6:16:25 | 0:19:48 |
| 9550 | 0 | 0.022090 | 0.105650 | 1.11e-07 | 6:18:20 | 0:17:49 |
| 9600 | 0 | 0.127400 | 0.104906 | 8.74e-08 | 6:20:15 | 0:15:50 |
| 9650 | 0 | 0.009913 | 0.104339 | 6.69e-08 | 6:22:10 | 0:13:51 |
| 9700 | 0 | 0.070881 | 0.103094 | 4.92e-08 | 6:24:04 | 0:11:52 |
| 9750 | 0 | 0.077756 | 0.102701 | 3.42e-08 | 6:25:59 | 0:09:53 |
| 9800 | 0 | 0.104287 | 0.100227 | 2.19e-08 | 6:27:54 | 0:07:54 |
| 9850 | 0 | 0.015682 | 0.099164 | 1.23e-08 | 6:29:49 | 0:05:56 |
| 9900 | 0 | 0.038626 | 0.099119 | 5.47e-09 | 6:31:44 | 0:03:57 |
| 9950 | 0 | 0.005169 | 0.095998 | 1.37e-09 | 6:33:39 | 0:01:58 |
| 10000 | 0 | 0.187379 | 0.097389 | 0.00e+00 | 6:35:34 | 0:00:00 |
| [13:44:43] Saved checkpoint -> RESULTS/ProGamerGov/run_005/checkpoint-10000 |
| [13:44:44] Generating 16 validation images ... |
| [13:46:05] Validation step 10000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0010000.png |
| [13:46:05] --- Epoch 0 | Steps: 10000 | Avg Loss: 0.100462 --- |
| [13:46:05] Saving final model ... |
| [13:46:18] Pipeline saved -> RESULTS/ProGamerGov/run_005 |
| [13:46:18] Generating final validation collage ... |
| [13:46:18] Generating 16 validation images ... |
| [13:47:39] Validation step 10000: 16 images -> RESULTS/ProGamerGov/run_005/validation/collage_step_0010000.png |
| [13:47:39] |
| [13:47:39] ============================================================ |
| [13:47:39] TRAINING SUMMARY |
| [13:47:39] ============================================================ |
| [13:47:39] Total steps : 200 |
| [13:47:39] Final loss : 0.187379 |
| [13:47:39] Avg last 100 : 0.097389 |
| [13:47:39] Min loss : 0.000755 |
| [13:47:39] Total time : 6:38:34 |
| [13:47:39] Output : RESULTS/ProGamerGov/run_005 |
| [13:47:39] ============================================================ |
|
|
