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roborovski
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normals_pix2pix

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roborovski commited on
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total_iters=12900

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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
@@ -12849,3 +12849,53 @@
12849
  (epoch: 28, iters: 23, time: 4.628, data: 0.002) G_GAN: 0.902 G_L1: 1.905 D_real: 0.016 D_fake: 0.049
12850
  (epoch: 28, iters: 24, time: 4.763, data: 0.002) G_GAN: 0.647 G_L1: 2.711 D_real: 0.016 D_fake: 0.092
12851
  (epoch: 28, iters: 25, time: 4.699, data: 0.013) G_GAN: 0.502 G_L1: 1.847 D_real: 0.293 D_fake: 0.062
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
12849
  (epoch: 28, iters: 23, time: 4.628, data: 0.002) G_GAN: 0.902 G_L1: 1.905 D_real: 0.016 D_fake: 0.049
12850
  (epoch: 28, iters: 24, time: 4.763, data: 0.002) G_GAN: 0.647 G_L1: 2.711 D_real: 0.016 D_fake: 0.092
12851
  (epoch: 28, iters: 25, time: 4.699, data: 0.013) G_GAN: 0.502 G_L1: 1.847 D_real: 0.293 D_fake: 0.062
12852
+ (epoch: 28, iters: 26, time: 5.057, data: 0.003) G_GAN: 0.419 G_L1: 4.079 D_real: 0.147 D_fake: 0.103
12853
+ (epoch: 28, iters: 27, time: 4.587, data: 0.005) G_GAN: 0.631 G_L1: 4.213 D_real: 0.012 D_fake: 0.126
12854
+ (epoch: 28, iters: 28, time: 4.706, data: 0.003) G_GAN: 0.819 G_L1: 10.080 D_real: 0.018 D_fake: 0.056
12855
+ (epoch: 28, iters: 29, time: 4.605, data: 0.010) G_GAN: 1.037 G_L1: 2.098 D_real: 0.076 D_fake: 0.040
12856
+ (epoch: 28, iters: 30, time: 4.599, data: 0.002) G_GAN: 0.864 G_L1: 2.862 D_real: 0.011 D_fake: 0.021
12857
+ (epoch: 28, iters: 31, time: 4.694, data: 0.002) G_GAN: 0.875 G_L1: 3.070 D_real: 0.015 D_fake: 0.021
12858
+ (epoch: 28, iters: 32, time: 4.758, data: 0.010) G_GAN: 0.701 G_L1: 2.432 D_real: 0.041 D_fake: 0.067
12859
+ (epoch: 28, iters: 33, time: 4.903, data: 0.002) G_GAN: 0.360 G_L1: 0.713 D_real: 0.736 D_fake: 0.012
12860
+ (epoch: 28, iters: 34, time: 4.699, data: 0.012) G_GAN: 0.285 G_L1: 0.828 D_real: 0.443 D_fake: 0.234
12861
+ (epoch: 28, iters: 35, time: 4.644, data: 0.002) G_GAN: 0.267 G_L1: 1.079 D_real: 0.344 D_fake: 0.141
12862
+ (epoch: 28, iters: 36, time: 4.817, data: 0.003) G_GAN: 0.308 G_L1: 3.902 D_real: 0.127 D_fake: 1.363
12863
+ (epoch: 28, iters: 37, time: 4.873, data: 0.008) G_GAN: 0.584 G_L1: 0.875 D_real: 0.599 D_fake: 0.140
12864
+ (epoch: 28, iters: 38, time: 4.954, data: 0.002) G_GAN: 0.516 G_L1: 0.641 D_real: 0.451 D_fake: 0.077
12865
+ (epoch: 28, iters: 39, time: 4.889, data: 0.002) G_GAN: 0.354 G_L1: 0.716 D_real: 0.270 D_fake: 0.137
12866
+ (epoch: 28, iters: 40, time: 4.733, data: 0.012) G_GAN: 0.316 G_L1: 0.612 D_real: 0.250 D_fake: 0.168
12867
+ (epoch: 28, iters: 41, time: 4.830, data: 0.003) G_GAN: 0.459 G_L1: 5.970 D_real: 0.021 D_fake: 0.250
12868
+ (epoch: 28, iters: 42, time: 4.569, data: 0.015) G_GAN: 0.504 G_L1: 0.870 D_real: 0.264 D_fake: 0.126
12869
+ (epoch: 28, iters: 43, time: 4.552, data: 0.005) G_GAN: 0.455 G_L1: 1.042 D_real: 0.013 D_fake: 0.303
12870
+ (epoch: 28, iters: 44, time: 4.712, data: 0.002) G_GAN: 0.583 G_L1: 5.302 D_real: 0.442 D_fake: 0.039
12871
+ (epoch: 28, iters: 45, time: 4.717, data: 0.006) G_GAN: 0.351 G_L1: 1.300 D_real: 0.453 D_fake: 0.095
12872
+ (epoch: 28, iters: 46, time: 4.625, data: 0.002) G_GAN: 0.242 G_L1: 1.125 D_real: 0.245 D_fake: 0.245
12873
+ (epoch: 28, iters: 47, time: 4.799, data: 0.003) G_GAN: 0.309 G_L1: 0.868 D_real: 0.112 D_fake: 0.256
12874
+ (epoch: 28, iters: 48, time: 4.653, data: 0.012) G_GAN: 0.300 G_L1: 1.099 D_real: 0.245 D_fake: 0.298
12875
+ (epoch: 28, iters: 49, time: 4.674, data: 0.002) G_GAN: 0.343 G_L1: 0.629 D_real: 0.275 D_fake: 0.186
12876
+ (epoch: 28, iters: 50, time: 4.624, data: 0.003) G_GAN: 0.420 G_L1: 0.277 D_real: 0.004 D_fake: 0.338
12877
+ (epoch: 28, iters: 51, time: 4.765, data: 0.003) G_GAN: 0.425 G_L1: 0.919 D_real: 0.451 D_fake: 0.115
12878
+ (epoch: 28, iters: 52, time: 4.673, data: 0.008) G_GAN: 0.808 G_L1: 2.841 D_real: 0.035 D_fake: 0.121
12879
+ (epoch: 28, iters: 53, time: 4.674, data: 0.002) G_GAN: 0.403 G_L1: 0.583 D_real: 0.535 D_fake: 0.092
12880
+ (epoch: 28, iters: 54, time: 4.680, data: 0.008) G_GAN: 0.304 G_L1: 0.603 D_real: 0.256 D_fake: 0.171
12881
+ (epoch: 28, iters: 55, time: 4.672, data: 0.003) G_GAN: 0.378 G_L1: 1.038 D_real: 0.243 D_fake: 0.135
12882
+ (epoch: 28, iters: 56, time: 4.553, data: 0.013) G_GAN: 1.079 G_L1: 2.069 D_real: 0.016 D_fake: 0.281
12883
+ (epoch: 28, iters: 57, time: 4.732, data: 0.009) G_GAN: 0.662 G_L1: 1.824 D_real: 0.253 D_fake: 0.042
12884
+ (epoch: 28, iters: 58, time: 4.770, data: 0.002) G_GAN: 0.289 G_L1: 0.712 D_real: 0.203 D_fake: 0.211
12885
+ (epoch: 28, iters: 59, time: 4.771, data: 0.003) G_GAN: 0.252 G_L1: 0.831 D_real: 0.292 D_fake: 0.284
12886
+ (epoch: 28, iters: 60, time: 4.761, data: 0.002) G_GAN: 0.281 G_L1: 0.306 D_real: 0.190 D_fake: 0.258
12887
+ (epoch: 28, iters: 61, time: 4.811, data: 0.008) G_GAN: 0.751 G_L1: 10.947 D_real: 0.021 D_fake: 0.139
12888
+ (epoch: 28, iters: 62, time: 4.645, data: 0.002) G_GAN: 0.239 G_L1: 0.756 D_real: 0.456 D_fake: 0.296
12889
+ (epoch: 28, iters: 63, time: 4.647, data: 0.002) G_GAN: 0.307 G_L1: 0.979 D_real: 0.150 D_fake: 0.301
12890
+ (epoch: 28, iters: 64, time: 4.902, data: 0.002) G_GAN: 0.300 G_L1: 1.285 D_real: 0.378 D_fake: 0.186
12891
+ (epoch: 28, iters: 65, time: 4.803, data: 0.002) G_GAN: 0.452 G_L1: 1.752 D_real: 0.129 D_fake: 0.118
12892
+ (epoch: 28, iters: 66, time: 4.748, data: 0.003) G_GAN: 0.275 G_L1: 1.152 D_real: 0.213 D_fake: 0.318
12893
+ (epoch: 28, iters: 67, time: 4.706, data: 0.003) G_GAN: 0.281 G_L1: 1.406 D_real: 0.400 D_fake: 0.174
12894
+ (epoch: 28, iters: 68, time: 4.849, data: 0.003) G_GAN: 0.258 G_L1: 0.837 D_real: 0.243 D_fake: 0.292
12895
+ (epoch: 28, iters: 69, time: 9.206, data: 0.011) G_GAN: 0.311 G_L1: 3.246 D_real: 0.218 D_fake: 0.246
12896
+ (epoch: 28, iters: 70, time: 4.802, data: 0.013) G_GAN: 0.386 G_L1: 1.303 D_real: 0.118 D_fake: 0.219
12897
+ (epoch: 28, iters: 71, time: 4.612, data: 0.011) G_GAN: 0.503 G_L1: 0.704 D_real: 0.110 D_fake: 0.094
12898
+ (epoch: 28, iters: 72, time: 4.677, data: 0.006) G_GAN: 0.574 G_L1: 2.409 D_real: 0.006 D_fake: 0.160
12899
+ (epoch: 28, iters: 73, time: 4.775, data: 0.005) G_GAN: 0.675 G_L1: 1.466 D_real: 0.089 D_fake: 0.069
12900
+ (epoch: 28, iters: 74, time: 4.754, data: 0.009) G_GAN: 0.292 G_L1: 2.764 D_real: 0.184 D_fake: 0.053
12901
+ (epoch: 28, iters: 75, time: 4.683, data: 0.012) G_GAN: 0.817 G_L1: 0.655 D_real: 0.047 D_fake: 0.040