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roborovski
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normals_pix2pix

Model card Files
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roborovski commited on
Commit
08459bc
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1 Parent(s): d50df37

total_iters=2350

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Files changed (3) hide show
  1. latest_net_D.pth +1 -1
  2. latest_net_G.pth +1 -1
  3. loss_log.txt +50 -0
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loss_log.txt CHANGED
@@ -2299,3 +2299,53 @@
2299
  (epoch: 5, iters: 398, time: 4.803, data: 0.006) G_GAN: 0.315 G_L1: 1.235 D_real: 0.135 D_fake: 0.286
2300
  (epoch: 5, iters: 399, time: 4.814, data: 0.010) G_GAN: 0.416 G_L1: 3.712 D_real: 0.284 D_fake: 0.116
2301
  (epoch: 5, iters: 400, time: 4.942, data: 0.010) G_GAN: 0.352 G_L1: 1.141 D_real: 0.140 D_fake: 0.218
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2299
  (epoch: 5, iters: 398, time: 4.803, data: 0.006) G_GAN: 0.315 G_L1: 1.235 D_real: 0.135 D_fake: 0.286
2300
  (epoch: 5, iters: 399, time: 4.814, data: 0.010) G_GAN: 0.416 G_L1: 3.712 D_real: 0.284 D_fake: 0.116
2301
  (epoch: 5, iters: 400, time: 4.942, data: 0.010) G_GAN: 0.352 G_L1: 1.141 D_real: 0.140 D_fake: 0.218
2302
+ (epoch: 5, iters: 401, time: 4.945, data: 0.002) G_GAN: 0.294 G_L1: 2.057 D_real: 0.575 D_fake: 0.098
2303
+ (epoch: 5, iters: 402, time: 4.958, data: 0.005) G_GAN: 0.492 G_L1: 0.501 D_real: 0.039 D_fake: 0.366
2304
+ (epoch: 5, iters: 403, time: 4.941, data: 0.002) G_GAN: 0.401 G_L1: 3.055 D_real: 0.234 D_fake: 0.185
2305
+ (epoch: 5, iters: 404, time: 4.856, data: 0.002) G_GAN: 0.291 G_L1: 0.724 D_real: 0.245 D_fake: 0.173
2306
+ (epoch: 5, iters: 405, time: 4.861, data: 0.007) G_GAN: 0.253 G_L1: 1.086 D_real: 0.258 D_fake: 0.253
2307
+ (epoch: 5, iters: 406, time: 4.852, data: 0.007) G_GAN: 0.302 G_L1: 0.692 D_real: 0.104 D_fake: 0.263
2308
+ (epoch: 5, iters: 407, time: 5.000, data: 0.002) G_GAN: 0.317 G_L1: 2.643 D_real: 0.197 D_fake: 0.229
2309
+ (epoch: 5, iters: 408, time: 4.959, data: 0.006) G_GAN: 0.289 G_L1: 1.285 D_real: 0.161 D_fake: 0.341
2310
+ (epoch: 5, iters: 409, time: 4.796, data: 0.002) G_GAN: 0.305 G_L1: 3.515 D_real: 0.453 D_fake: 0.176
2311
+ (epoch: 5, iters: 410, time: 4.879, data: 0.015) G_GAN: 0.234 G_L1: 1.401 D_real: 0.351 D_fake: 0.190
2312
+ (epoch: 5, iters: 411, time: 7.482, data: 0.002) G_GAN: 0.226 G_L1: 1.713 D_real: 0.253 D_fake: 0.288
2313
+ (epoch: 5, iters: 412, time: 6.654, data: 0.030) G_GAN: 0.324 G_L1: 1.806 D_real: 0.098 D_fake: 0.279
2314
+ (epoch: 5, iters: 413, time: 4.953, data: 0.017) G_GAN: 0.354 G_L1: 6.358 D_real: 0.318 D_fake: 0.248
2315
+ (epoch: 5, iters: 414, time: 4.916, data: 0.002) G_GAN: 0.295 G_L1: 1.355 D_real: 0.231 D_fake: 0.210
2316
+ (epoch: 5, iters: 415, time: 4.888, data: 0.002) G_GAN: 0.252 G_L1: 4.775 D_real: 0.354 D_fake: 0.249
2317
+ (epoch: 5, iters: 416, time: 5.645, data: 0.002) G_GAN: 0.230 G_L1: 2.318 D_real: 0.231 D_fake: 0.280
2318
+ (epoch: 5, iters: 417, time: 4.754, data: 0.002) G_GAN: 0.309 G_L1: 1.048 D_real: 0.165 D_fake: 0.270
2319
+ (epoch: 5, iters: 418, time: 4.860, data: 0.007) G_GAN: 0.285 G_L1: 1.195 D_real: 0.183 D_fake: 0.275
2320
+ (epoch: 5, iters: 419, time: 4.794, data: 0.002) G_GAN: 0.516 G_L1: 1.100 D_real: 0.145 D_fake: 0.139
2321
+ (epoch: 5, iters: 420, time: 5.009, data: 0.003) G_GAN: 0.412 G_L1: 0.689 D_real: 0.226 D_fake: 0.116
2322
+ (epoch: 5, iters: 421, time: 4.783, data: 0.002) G_GAN: 0.407 G_L1: 2.634 D_real: 0.202 D_fake: 0.086
2323
+ (epoch: 5, iters: 422, time: 4.860, data: 0.002) G_GAN: 0.267 G_L1: 0.734 D_real: 0.083 D_fake: 0.361
2324
+ (epoch: 5, iters: 423, time: 4.825, data: 0.002) G_GAN: 0.418 G_L1: 4.065 D_real: 0.122 D_fake: 0.321
2325
+ (epoch: 5, iters: 424, time: 4.743, data: 0.002) G_GAN: 0.344 G_L1: 0.899 D_real: 0.243 D_fake: 0.243
2326
+ (epoch: 5, iters: 425, time: 4.843, data: 0.011) G_GAN: 0.335 G_L1: 1.340 D_real: 0.445 D_fake: 0.089
2327
+ (epoch: 5, iters: 426, time: 4.820, data: 0.003) G_GAN: 0.235 G_L1: 6.312 D_real: 0.281 D_fake: 0.267
2328
+ (epoch: 5, iters: 427, time: 4.756, data: 0.004) G_GAN: 0.260 G_L1: 2.081 D_real: 0.408 D_fake: 0.135
2329
+ (epoch: 5, iters: 428, time: 4.709, data: 0.003) G_GAN: 0.396 G_L1: 0.526 D_real: 0.050 D_fake: 0.368
2330
+ (epoch: 5, iters: 429, time: 4.776, data: 0.003) G_GAN: 0.567 G_L1: 2.181 D_real: 0.254 D_fake: 0.070
2331
+ (epoch: 5, iters: 430, time: 4.843, data: 0.002) G_GAN: 0.501 G_L1: 1.232 D_real: 0.170 D_fake: 0.070
2332
+ (epoch: 5, iters: 431, time: 5.655, data: 0.003) G_GAN: 0.481 G_L1: 4.757 D_real: 0.153 D_fake: 0.123
2333
+ (epoch: 5, iters: 432, time: 4.735, data: 0.012) G_GAN: 0.323 G_L1: 0.602 D_real: 0.086 D_fake: 0.298
2334
+ (epoch: 5, iters: 433, time: 5.031, data: 0.002) G_GAN: 0.385 G_L1: 0.866 D_real: 0.131 D_fake: 0.266
2335
+ (epoch: 5, iters: 434, time: 4.766, data: 0.009) G_GAN: 0.479 G_L1: 1.813 D_real: 0.125 D_fake: 0.150
2336
+ (epoch: 5, iters: 435, time: 4.770, data: 0.005) G_GAN: 0.589 G_L1: 1.735 D_real: 0.221 D_fake: 0.025
2337
+ (epoch: 5, iters: 436, time: 4.805, data: 0.002) G_GAN: 0.329 G_L1: 1.690 D_real: 0.110 D_fake: 0.320
2338
+ (epoch: 5, iters: 437, time: 4.865, data: 0.002) G_GAN: 0.630 G_L1: 1.236 D_real: 0.086 D_fake: 0.083
2339
+ (epoch: 5, iters: 438, time: 4.751, data: 0.002) G_GAN: 0.287 G_L1: 2.543 D_real: 0.160 D_fake: 0.426
2340
+ (epoch: 5, iters: 439, time: 4.795, data: 0.002) G_GAN: 0.612 G_L1: 1.005 D_real: 0.171 D_fake: 0.090
2341
+ (epoch: 5, iters: 440, time: 4.753, data: 0.004) G_GAN: 0.386 G_L1: 0.685 D_real: 0.325 D_fake: 0.059
2342
+ (epoch: 5, iters: 441, time: 4.723, data: 0.002) G_GAN: 0.246 G_L1: 0.749 D_real: 0.167 D_fake: 0.202
2343
+ (epoch: 5, iters: 442, time: 4.842, data: 0.002) G_GAN: 0.289 G_L1: 0.627 D_real: 0.082 D_fake: 0.397
2344
+ (epoch: 5, iters: 443, time: 4.773, data: 0.002) G_GAN: 0.778 G_L1: 0.437 D_real: 0.084 D_fake: 0.048
2345
+ (epoch: 5, iters: 444, time: 4.724, data: 0.002) G_GAN: 0.294 G_L1: 6.674 D_real: 0.250 D_fake: 0.193
2346
+ (epoch: 5, iters: 445, time: 4.850, data: 0.002) G_GAN: 0.461 G_L1: 2.749 D_real: 0.233 D_fake: 0.059
2347
+ (epoch: 5, iters: 446, time: 5.790, data: 0.003) G_GAN: 0.815 G_L1: 0.910 D_real: 0.029 D_fake: 0.012
2348
+ (epoch: 5, iters: 447, time: 4.853, data: 0.011) G_GAN: 0.334 G_L1: 1.766 D_real: 0.339 D_fake: 0.125
2349
+ (epoch: 5, iters: 448, time: 4.850, data: 0.003) G_GAN: 0.366 G_L1: 1.110 D_real: 0.044 D_fake: 0.258
2350
+ (epoch: 5, iters: 449, time: 5.913, data: 0.002) G_GAN: 0.605 G_L1: 0.886 D_real: 0.011 D_fake: 0.208
2351
+ (epoch: 5, iters: 450, time: 8.213, data: 0.002) G_GAN: 0.616 G_L1: 8.547 D_real: 0.164 D_fake: 0.125