================ Training Loss (Tue Feb 25 11:54:54 2020) ================ ---------- Networks initialized ------------- ---------- Optimizers initialized ------------- ./checkpoints/face_512/latest_net_G.pth not exists yet! ./checkpoints/face_512/latest_net_D.pth not exists yet! ================ Training Loss (Tue Feb 25 11:58:53 2020) ================ ---------- Networks initialized ------------- ---------- Optimizers initialized ------------- ./checkpoints/face_512/latest_net_G.pth not exists yet! ./checkpoints/face_512/latest_net_D.pth not exists yet! (epoch: 1, iters: 200, time: 0.677) G_GAN: 1.152 G_GAN_Feat: 14.507 G_VGG: 5.303 F_Flow: 244.160 F_Warp: 2.984 W: 5.029 D_real: 1.073 D_fake: 1.175 (epoch: 1, iters: 400, time: 0.450) G_GAN: 1.170 G_GAN_Feat: 11.905 G_VGG: 5.121 F_Flow: 287.784 F_Warp: 2.784 W: 4.943 D_real: 1.103 D_fake: 0.952 (epoch: 1, iters: 600, time: 0.444) G_GAN: 1.252 G_GAN_Feat: 11.948 G_VGG: 5.008 F_Flow: 250.302 F_Warp: 3.051 W: 4.889 D_real: 1.159 D_fake: 0.858 (epoch: 1, iters: 800, time: 0.447) G_GAN: 1.322 G_GAN_Feat: 12.402 G_VGG: 5.349 F_Flow: 228.351 F_Warp: 3.257 W: 4.757 D_real: 1.070 D_fake: 1.011 (epoch: 1, iters: 1000, time: 0.448) G_GAN: 0.935 G_GAN_Feat: 17.136 G_VGG: 4.843 F_Flow: 305.667 F_Warp: 3.297 W: 4.586 D_real: 0.465 D_fake: 1.543 saving the latest model (epoch 1, total_steps 1000) (epoch: 1, iters: 1200, time: 0.453) G_GAN: 1.623 G_GAN_Feat: 15.721 G_VGG: 5.369 F_Flow: 276.478 F_Warp: 2.869 W: 4.685 D_real: 0.727 D_fake: 0.670 (epoch: 1, iters: 1400, time: 0.449) G_GAN: 0.880 G_GAN_Feat: 14.136 G_VGG: 4.604 F_Flow: 255.076 F_Warp: 2.788 W: 4.766 D_real: 0.367 D_fake: 1.627 (epoch: 1, iters: 1600, time: 0.445) G_GAN: 1.595 G_GAN_Feat: 16.275 G_VGG: 5.531 F_Flow: 176.547 F_Warp: 3.282 W: 4.264 D_real: 1.145 D_fake: 0.907 (epoch: 1, iters: 1800, time: 0.448) G_GAN: 1.114 G_GAN_Feat: 14.586 G_VGG: 4.613 F_Flow: 277.372 F_Warp: 2.499 W: 4.438 D_real: 0.941 D_fake: 0.755 (epoch: 1, iters: 2000, time: 0.447) G_GAN: 0.785 G_GAN_Feat: 13.798 G_VGG: 5.040 F_Flow: 216.573 F_Warp: 2.397 W: 4.605 D_real: 0.656 D_fake: 1.129 saving the latest model (epoch 1, total_steps 2000) (epoch: 1, iters: 2200, time: 0.450) G_GAN: 1.321 G_GAN_Feat: 15.893 G_VGG: 4.869 F_Flow: 248.493 F_Warp: 2.991 W: 4.423 D_real: 0.844 D_fake: 0.779 (epoch: 1, iters: 2400, time: 0.445) G_GAN: 0.642 G_GAN_Feat: 14.241 G_VGG: 5.392 F_Flow: 221.307 F_Warp: 2.786 W: 4.576 D_real: 0.461 D_fake: 1.367 (epoch: 1, iters: 2600, time: 0.449) G_GAN: 0.613 G_GAN_Feat: 13.789 G_VGG: 4.894 F_Flow: 275.226 F_Warp: 3.069 W: 4.630 D_real: 0.165 D_fake: 1.793 (epoch: 1, iters: 2800, time: 0.454) G_GAN: 0.684 G_GAN_Feat: 12.421 G_VGG: 4.598 F_Flow: 318.089 F_Warp: 3.243 W: 4.148 D_real: 0.435 D_fake: 1.842 (epoch: 1, iters: 3000, time: 0.447) G_GAN: 0.518 G_GAN_Feat: 14.124 G_VGG: 4.667 F_Flow: 234.854 F_Warp: 2.653 W: 4.693 D_real: 0.297 D_fake: 1.575 saving the latest model (epoch 1, total_steps 3000) (epoch: 1, iters: 3200, time: 0.445) G_GAN: 1.649 G_GAN_Feat: 13.872 G_VGG: 5.082 F_Flow: 220.712 F_Warp: 2.556 W: 4.549 D_real: 1.130 D_fake: 0.610 (epoch: 1, iters: 3400, time: 0.444) G_GAN: 0.981 G_GAN_Feat: 15.186 G_VGG: 5.189 F_Flow: 330.006 F_Warp: 3.523 W: 4.290 D_real: 0.617 D_fake: 1.164 (epoch: 1, iters: 3600, time: 0.451) G_GAN: 2.644 G_GAN_Feat: 13.760 G_VGG: 5.293 F_Flow: 230.567 F_Warp: 3.371 W: 3.839 D_real: 2.433 D_fake: 0.041 (epoch: 1, iters: 3800, time: 0.448) G_GAN: 1.337 G_GAN_Feat: 13.251 G_VGG: 4.260 F_Flow: 225.737 F_Warp: 2.513 W: 4.853 D_real: 0.930 D_fake: 0.945 (epoch: 1, iters: 4000, time: 0.448) G_GAN: 0.888 G_GAN_Feat: 14.009 G_VGG: 5.099 F_Flow: 222.184 F_Warp: 3.299 W: 3.982 D_real: 0.538 D_fake: 1.359 saving the latest model (epoch 1, total_steps 4000) (epoch: 1, iters: 4200, time: 0.452) G_GAN: 2.659 G_GAN_Feat: 11.425 G_VGG: 5.258 F_Flow: 176.080 F_Warp: 3.135 W: 4.861 D_real: 2.227 D_fake: 0.123 (epoch: 1, iters: 4400, time: 0.446) G_GAN: 1.881 G_GAN_Feat: 11.693 G_VGG: 4.880 F_Flow: 228.758 F_Warp: 2.844 W: 4.311 D_real: 1.496 D_fake: 0.532 (epoch: 1, iters: 4600, time: 0.448) G_GAN: 1.015 G_GAN_Feat: 11.885 G_VGG: 4.684 F_Flow: 267.318 F_Warp: 2.907 W: 4.750 D_real: 0.487 D_fake: 1.069 (epoch: 1, iters: 4800, time: 0.442) G_GAN: 1.474 G_GAN_Feat: 15.343 G_VGG: 5.126 F_Flow: 189.352 F_Warp: 2.833 W: 4.310 D_real: 0.672 D_fake: 0.671 (epoch: 1, iters: 5000, time: 0.442) G_GAN: 1.583 G_GAN_Feat: 12.442 G_VGG: 4.649 F_Flow: 283.649 F_Warp: 3.076 W: 4.629 D_real: 0.799 D_fake: 0.778 saving the latest model (epoch 1, total_steps 5000) (epoch: 1, iters: 5200, time: 0.444) G_GAN: 2.211 G_GAN_Feat: 12.685 G_VGG: 5.101 F_Flow: 237.958 F_Warp: 3.530 W: 3.992 D_real: 1.746 D_fake: 0.503 (epoch: 1, iters: 5400, time: 0.438) G_GAN: 1.810 G_GAN_Feat: 12.733 G_VGG: 5.008 F_Flow: 251.320 F_Warp: 2.601 W: 4.440 D_real: 1.063 D_fake: 0.577 (epoch: 1, iters: 5600, time: 0.447) G_GAN: 1.221 G_GAN_Feat: 11.343 G_VGG: 4.776 F_Flow: 281.093 F_Warp: 3.063 W: 4.127 D_real: 0.501 D_fake: 1.095 (epoch: 1, iters: 5800, time: 0.446) G_GAN: 1.116 G_GAN_Feat: 15.318 G_VGG: 5.180 F_Flow: 181.326 F_Warp: 2.439 W: 5.082 D_real: 0.318 D_fake: 1.331 (epoch: 1, iters: 6000, time: 0.444) G_GAN: 0.971 G_GAN_Feat: 13.787 G_VGG: 5.015 F_Flow: 292.340 F_Warp: 3.309 W: 4.069 D_real: 0.445 D_fake: 1.211 saving the latest model (epoch 1, total_steps 6000) (epoch: 1, iters: 6200, time: 0.447) G_GAN: 2.151 G_GAN_Feat: 11.742 G_VGG: 4.920 F_Flow: 213.755 F_Warp: 2.660 W: 4.328 D_real: 1.574 D_fake: 0.419 (epoch: 1, iters: 6400, time: 0.443) G_GAN: 2.202 G_GAN_Feat: 10.420 G_VGG: 4.513 F_Flow: 265.152 F_Warp: 3.191 W: 4.893 D_real: 1.561 D_fake: 0.459 (epoch: 1, iters: 6600, time: 0.446) G_GAN: 1.224 G_GAN_Feat: 13.759 G_VGG: 5.406 F_Flow: 179.898 F_Warp: 2.599 W: 4.245 D_real: 0.533 D_fake: 1.123 (epoch: 1, iters: 6800, time: 0.442) G_GAN: 0.932 G_GAN_Feat: 11.501 G_VGG: 4.446 F_Flow: 209.193 F_Warp: 3.124 W: 4.127 D_real: 0.392 D_fake: 1.502 (epoch: 1, iters: 7000, time: 0.442) G_GAN: 1.659 G_GAN_Feat: 12.208 G_VGG: 4.737 F_Flow: 255.462 F_Warp: 3.040 W: 4.517 D_real: 1.134 D_fake: 0.497 saving the latest model (epoch 1, total_steps 7000) (epoch: 1, iters: 7200, time: 0.445) G_GAN: 1.424 G_GAN_Feat: 13.414 G_VGG: 4.576 F_Flow: 255.913 F_Warp: 3.289 W: 3.987 D_real: 0.760 D_fake: 1.048 (epoch: 1, iters: 7400, time: 0.443) G_GAN: 1.369 G_GAN_Feat: 12.869 G_VGG: 5.230 F_Flow: 261.056 F_Warp: 3.548 W: 3.919 D_real: 0.613 D_fake: 0.915 (epoch: 1, iters: 7600, time: 0.446) G_GAN: 1.832 G_GAN_Feat: 11.791 G_VGG: 5.062 F_Flow: 223.115 F_Warp: 3.193 W: 3.946 D_real: 1.265 D_fake: 0.486 (epoch: 1, iters: 7800, time: 0.438) G_GAN: 1.932 G_GAN_Feat: 12.898 G_VGG: 5.216 F_Flow: 214.090 F_Warp: 3.021 W: 4.774 D_real: 0.964 D_fake: 0.422 (epoch: 1, iters: 8000, time: 0.444) G_GAN: 0.787 G_GAN_Feat: 12.981 G_VGG: 5.326 F_Flow: 247.017 F_Warp: 3.972 W: 3.479 D_real: 0.243 D_fake: 1.559 saving the latest model (epoch 1, total_steps 8000) (epoch: 1, iters: 8200, time: 0.447) G_GAN: 1.825 G_GAN_Feat: 12.413 G_VGG: 4.599 F_Flow: 231.123 F_Warp: 2.980 W: 4.331 D_real: 1.284 D_fake: 0.351 (epoch: 1, iters: 8400, time: 0.439) G_GAN: 1.478 G_GAN_Feat: 12.508 G_VGG: 4.967 F_Flow: 186.837 F_Warp: 2.766 W: 4.660 D_real: 0.835 D_fake: 0.882 (epoch: 1, iters: 8600, time: 0.436) G_GAN: 2.036 G_GAN_Feat: 12.357 G_VGG: 5.342 F_Flow: 298.616 F_Warp: 2.954 W: 4.146 D_real: 1.113 D_fake: 0.510 (epoch: 1, iters: 8800, time: 0.442) G_GAN: 2.498 G_GAN_Feat: 11.619 G_VGG: 4.986 F_Flow: 321.372 F_Warp: 3.657 W: 3.874 D_real: 1.854 D_fake: 0.059 (epoch: 1, iters: 9000, time: 0.441) G_GAN: 1.316 G_GAN_Feat: 13.449 G_VGG: 4.961 F_Flow: 229.936 F_Warp: 2.710 W: 4.645 D_real: 0.714 D_fake: 0.764 saving the latest model (epoch 1, total_steps 9000) (epoch: 1, iters: 9200, time: 0.447) G_GAN: 2.465 G_GAN_Feat: 12.290 G_VGG: 5.494 F_Flow: 228.350 F_Warp: 3.249 W: 3.971 D_real: 1.918 D_fake: 0.139 (epoch: 1, iters: 9400, time: 0.443) G_GAN: 2.026 G_GAN_Feat: 13.082 G_VGG: 4.909 F_Flow: 316.956 F_Warp: 3.047 W: 3.929 D_real: 1.100 D_fake: 0.387 (epoch: 1, iters: 9600, time: 0.442) G_GAN: 0.750 G_GAN_Feat: 12.176 G_VGG: 4.978 F_Flow: 272.421 F_Warp: 3.152 W: 3.834 D_real: 0.428 D_fake: 1.226 (epoch: 1, iters: 9800, time: 0.445) G_GAN: 1.802 G_GAN_Feat: 11.300 G_VGG: 4.743 F_Flow: 207.019 F_Warp: 3.118 W: 4.040 D_real: 0.949 D_fake: 0.929 (epoch: 1, iters: 10000, time: 0.447) G_GAN: 1.782 G_GAN_Feat: 13.135 G_VGG: 4.836 F_Flow: 229.885 F_Warp: 3.039 W: 4.653 D_real: 1.010 D_fake: 0.692 saving the latest model (epoch 1, total_steps 10000) End of epoch 1 / 100 Time Taken: 4545 sec (epoch: 2, iters: 200, time: 0.447) G_GAN: 1.483 G_GAN_Feat: 12.748 G_VGG: 4.812 F_Flow: 245.075 F_Warp: 2.800 W: 4.527 D_real: 0.820 D_fake: 1.227 (epoch: 2, iters: 400, time: 0.447) G_GAN: 0.909 G_GAN_Feat: 12.165 G_VGG: 4.595 F_Flow: 309.725 F_Warp: 3.283 W: 4.032 D_real: 0.269 D_fake: 1.513 (epoch: 2, iters: 600, time: 0.448) G_GAN: 1.760 G_GAN_Feat: 11.278 G_VGG: 4.543 F_Flow: 273.893 F_Warp: 3.489 W: 3.799 D_real: 0.876 D_fake: 0.581 (epoch: 2, iters: 800, time: 0.448) G_GAN: 1.332 G_GAN_Feat: 11.808 G_VGG: 4.500 F_Flow: 236.592 F_Warp: 2.546 W: 4.410 D_real: 0.622 D_fake: 0.904 (epoch: 2, iters: 1000, time: 0.449) G_GAN: 0.782 G_GAN_Feat: 12.361 G_VGG: 4.785 F_Flow: 283.656 F_Warp: 3.098 W: 4.320 D_real: 0.135 D_fake: 1.567 saving the latest model (epoch 2, total_steps 11000) (epoch: 2, iters: 1200, time: 0.446) G_GAN: 2.678 G_GAN_Feat: 12.958 G_VGG: 5.010 F_Flow: 263.727 F_Warp: 3.006 W: 4.840 D_real: 1.768 D_fake: 0.070 (epoch: 2, iters: 1400, time: 0.447) G_GAN: 2.303 G_GAN_Feat: 13.389 G_VGG: 4.654 F_Flow: 184.986 F_Warp: 3.169 W: 4.129 D_real: 1.079 D_fake: 0.355 (epoch: 2, iters: 1600, time: 0.447) G_GAN: 2.046 G_GAN_Feat: 13.414 G_VGG: 4.841 F_Flow: 143.454 F_Warp: 1.713 W: 5.561 D_real: 1.046 D_fake: 0.347 (epoch: 2, iters: 1800, time: 0.448) G_GAN: 0.533 G_GAN_Feat: 13.793 G_VGG: 5.008 F_Flow: 256.453 F_Warp: 3.529 W: 4.252 D_real: 0.072 D_fake: 1.762 (epoch: 2, iters: 2000, time: 0.444) G_GAN: 1.013 G_GAN_Feat: 13.902 G_VGG: 5.220 F_Flow: 274.214 F_Warp: 3.104 W: 4.222 D_real: 0.284 D_fake: 1.549 saving the latest model (epoch 2, total_steps 12000) (epoch: 2, iters: 2200, time: 0.447) G_GAN: 0.835 G_GAN_Feat: 12.716 G_VGG: 5.046 F_Flow: 258.105 F_Warp: 2.927 W: 4.433 D_real: 0.260 D_fake: 1.640 (epoch: 2, iters: 2400, time: 0.448) G_GAN: 1.611 G_GAN_Feat: 10.853 G_VGG: 4.461 F_Flow: 327.151 F_Warp: 3.272 W: 4.010 D_real: 0.883 D_fake: 0.791 (epoch: 2, iters: 2600, time: 0.446) G_GAN: 1.767 G_GAN_Feat: 11.884 G_VGG: 5.245 F_Flow: 237.675 F_Warp: 3.273 W: 3.793 D_real: 0.944 D_fake: 0.825 (epoch: 2, iters: 2800, time: 0.446) G_GAN: 1.934 G_GAN_Feat: 11.233 G_VGG: 4.958 F_Flow: 299.488 F_Warp: 2.747 W: 4.264 D_real: 1.201 D_fake: 0.511 (epoch: 2, iters: 3000, time: 0.449) G_GAN: 0.654 G_GAN_Feat: 14.079 G_VGG: 4.837 F_Flow: 258.443 F_Warp: 3.120 W: 3.994 D_real: 0.175 D_fake: 1.580 saving the latest model (epoch 2, total_steps 13000) (epoch: 2, iters: 3200, time: 0.447) G_GAN: 1.079 G_GAN_Feat: 12.852 G_VGG: 4.811 F_Flow: 251.502 F_Warp: 2.429 W: 5.154 D_real: 0.428 D_fake: 1.249 (epoch: 2, iters: 3400, time: 0.442) G_GAN: 2.173 G_GAN_Feat: 12.236 G_VGG: 5.157 F_Flow: 266.177 F_Warp: 2.692 W: 4.720 D_real: 1.591 D_fake: 0.309 (epoch: 2, iters: 3600, time: 0.446) G_GAN: 2.152 G_GAN_Feat: 11.296 G_VGG: 4.590 F_Flow: 284.866 F_Warp: 3.015 W: 4.399 D_real: 1.421 D_fake: 0.281 (epoch: 2, iters: 3800, time: 0.451) G_GAN: 1.103 G_GAN_Feat: 12.038 G_VGG: 4.915 F_Flow: 339.602 F_Warp: 2.815 W: 4.388 D_real: 0.504 D_fake: 1.530 (epoch: 2, iters: 4000, time: 0.450) G_GAN: 1.429 G_GAN_Feat: 12.079 G_VGG: 4.695 F_Flow: 288.131 F_Warp: 2.893 W: 4.014 D_real: 0.674 D_fake: 1.110 saving the latest model (epoch 2, total_steps 14000) (epoch: 2, iters: 4200, time: 0.439) G_GAN: 2.112 G_GAN_Feat: 13.510 G_VGG: 4.919 F_Flow: 310.033 F_Warp: 2.930 W: 4.668 D_real: 1.340 D_fake: 0.289 (epoch: 2, iters: 4400, time: 0.447) G_GAN: 2.372 G_GAN_Feat: 11.969 G_VGG: 4.850 F_Flow: 249.786 F_Warp: 2.556 W: 4.262 D_real: 1.561 D_fake: 0.290 (epoch: 2, iters: 4600, time: 0.448) G_GAN: 1.278 G_GAN_Feat: 12.445 G_VGG: 4.724 F_Flow: 243.357 F_Warp: 2.501 W: 4.642 D_real: 0.470 D_fake: 0.933 (epoch: 2, iters: 4800, time: 0.450) G_GAN: 0.970 G_GAN_Feat: 13.060 G_VGG: 5.064 F_Flow: 192.460 F_Warp: 2.669 W: 4.242 D_real: 0.433 D_fake: 1.336 (epoch: 2, iters: 5000, time: 0.442) G_GAN: 1.337 G_GAN_Feat: 12.612 G_VGG: 4.671 F_Flow: 197.839 F_Warp: 3.247 W: 4.028 D_real: 0.690 D_fake: 1.147 saving the latest model (epoch 2, total_steps 15000) (epoch: 2, iters: 5200, time: 0.448) G_GAN: 0.912 G_GAN_Feat: 14.615 G_VGG: 5.140 F_Flow: 137.823 F_Warp: 2.347 W: 4.914 D_real: 0.146 D_fake: 1.365 (epoch: 2, iters: 5400, time: 0.445) G_GAN: 2.015 G_GAN_Feat: 11.875 G_VGG: 4.781 F_Flow: 292.583 F_Warp: 2.764 W: 4.287 D_real: 1.469 D_fake: 0.982 (epoch: 2, iters: 5600, time: 0.445) G_GAN: 1.388 G_GAN_Feat: 12.335 G_VGG: 5.250 F_Flow: 300.061 F_Warp: 3.673 W: 3.480 D_real: 0.552 D_fake: 1.251 (epoch: 2, iters: 5800, time: 0.449) G_GAN: 1.724 G_GAN_Feat: 12.023 G_VGG: 4.526 F_Flow: 198.843 F_Warp: 2.127 W: 4.788 D_real: 1.067 D_fake: 0.609 (epoch: 2, iters: 6000, time: 0.446) G_GAN: 2.713 G_GAN_Feat: 12.003 G_VGG: 4.830 F_Flow: 227.181 F_Warp: 2.555 W: 4.678 D_real: 1.705 D_fake: 0.086 saving the latest model (epoch 2, total_steps 16000) (epoch: 2, iters: 6200, time: 0.452) G_GAN: 2.736 G_GAN_Feat: 12.847 G_VGG: 5.251 F_Flow: 263.307 F_Warp: 3.766 W: 3.955 D_real: 1.803 D_fake: 0.061 (epoch: 2, iters: 6400, time: 0.447) G_GAN: 1.890 G_GAN_Feat: 11.530 G_VGG: 4.656 F_Flow: 275.529 F_Warp: 2.705 W: 5.062 D_real: 1.094 D_fake: 0.405 (epoch: 2, iters: 6600, time: 0.451) G_GAN: 1.549 G_GAN_Feat: 12.598 G_VGG: 5.218 F_Flow: 255.684 F_Warp: 2.894 W: 4.317 D_real: 0.746 D_fake: 0.734 (epoch: 2, iters: 6800, time: 0.446) G_GAN: 1.127 G_GAN_Feat: 12.644 G_VGG: 4.866 F_Flow: 298.576 F_Warp: 2.728 W: 4.458 D_real: 0.294 D_fake: 1.109 (epoch: 2, iters: 7000, time: 0.453) G_GAN: 2.462 G_GAN_Feat: 11.641 G_VGG: 4.682 F_Flow: 246.149 F_Warp: 3.007 W: 4.337 D_real: 1.570 D_fake: 0.311 saving the latest model (epoch 2, total_steps 17000) (epoch: 2, iters: 7200, time: 0.457) G_GAN: 1.442 G_GAN_Feat: 12.348 G_VGG: 4.924 F_Flow: 197.217 F_Warp: 2.578 W: 4.409 D_real: 0.512 D_fake: 1.042 (epoch: 2, iters: 7400, time: 0.451) G_GAN: 0.983 G_GAN_Feat: 13.309 G_VGG: 5.058 F_Flow: 159.907 F_Warp: 3.293 W: 3.795 D_real: 0.169 D_fake: 1.488 (epoch: 2, iters: 7600, time: 0.454) G_GAN: 2.432 G_GAN_Feat: 12.024 G_VGG: 5.012 F_Flow: 224.506 F_Warp: 2.824 W: 4.161 D_real: 1.369 D_fake: 0.208 (epoch: 2, iters: 7800, time: 0.451) G_GAN: 1.077 G_GAN_Feat: 12.839 G_VGG: 4.819 F_Flow: 202.786 F_Warp: 3.149 W: 4.320 D_real: 0.245 D_fake: 1.126 (epoch: 2, iters: 8000, time: 0.454) G_GAN: 0.931 G_GAN_Feat: 11.761 G_VGG: 5.020 F_Flow: 206.759 F_Warp: 2.965 W: 3.741 D_real: 0.274 D_fake: 1.087 saving the latest model (epoch 2, total_steps 18000) (epoch: 2, iters: 8200, time: 0.452) G_GAN: 2.294 G_GAN_Feat: 11.804 G_VGG: 4.915 F_Flow: 209.255 F_Warp: 3.293 W: 3.845 D_real: 1.292 D_fake: 0.346 (epoch: 2, iters: 8400, time: 0.453) G_GAN: 1.944 G_GAN_Feat: 12.212 G_VGG: 5.375 F_Flow: 197.670 F_Warp: 3.274 W: 4.280 D_real: 1.026 D_fake: 0.444 (epoch: 2, iters: 8600, time: 0.452) G_GAN: 1.938 G_GAN_Feat: 11.588 G_VGG: 4.368 F_Flow: 227.926 F_Warp: 2.478 W: 4.692 D_real: 0.903 D_fake: 0.370 (epoch: 2, iters: 8800, time: 0.454) G_GAN: 2.055 G_GAN_Feat: 11.873 G_VGG: 4.673 F_Flow: 271.073 F_Warp: 3.230 W: 3.982 D_real: 1.143 D_fake: 0.307 (epoch: 2, iters: 9000, time: 0.451) G_GAN: 2.388 G_GAN_Feat: 10.717 G_VGG: 4.637 F_Flow: 257.550 F_Warp: 2.420 W: 4.198 D_real: 1.984 D_fake: 0.118 saving the latest model (epoch 2, total_steps 19000) (epoch: 2, iters: 9200, time: 0.451) G_GAN: 2.279 G_GAN_Feat: 11.635 G_VGG: 5.121 F_Flow: 321.656 F_Warp: 3.493 W: 3.989 D_real: 1.078 D_fake: 0.384 (epoch: 2, iters: 9400, time: 0.449) G_GAN: 2.062 G_GAN_Feat: 12.213 G_VGG: 4.771 F_Flow: 261.830 F_Warp: 2.561 W: 4.672 D_real: 1.098 D_fake: 0.415 (epoch: 2, iters: 9600, time: 0.451) G_GAN: 1.801 G_GAN_Feat: 10.755 G_VGG: 4.745 F_Flow: 273.775 F_Warp: 2.842 W: 4.537 D_real: 1.108 D_fake: 0.603 (epoch: 2, iters: 9800, time: 0.447) G_GAN: 1.744 G_GAN_Feat: 12.003 G_VGG: 4.575 F_Flow: 180.365 F_Warp: 2.792 W: 4.558 D_real: 0.547 D_fake: 0.856 (epoch: 2, iters: 10000, time: 0.454) G_GAN: 1.456 G_GAN_Feat: 12.498 G_VGG: 4.924 F_Flow: 212.621 F_Warp: 2.460 W: 4.603 D_real: 0.998 D_fake: 1.066 saving the latest model (epoch 2, total_steps 20000) End of epoch 2 / 100 Time Taken: 4538 sec (epoch: 3, iters: 200, time: 0.454) G_GAN: 1.730 G_GAN_Feat: 13.702 G_VGG: 5.090 F_Flow: 282.299 F_Warp: 3.356 W: 4.183 D_real: 0.363 D_fake: 0.863 (epoch: 3, iters: 400, time: 0.446) G_GAN: 2.520 G_GAN_Feat: 11.147 G_VGG: 4.774 F_Flow: 288.601 F_Warp: 2.734 W: 3.891 D_real: 1.518 D_fake: 0.179 (epoch: 3, iters: 600, time: 0.444) G_GAN: 2.405 G_GAN_Feat: 11.084 G_VGG: 4.583 F_Flow: 231.398 F_Warp: 2.472 W: 5.070 D_real: 1.279 D_fake: 0.112 (epoch: 3, iters: 800, time: 0.438) G_GAN: 2.232 G_GAN_Feat: 11.969 G_VGG: 4.927 F_Flow: 299.595 F_Warp: 3.199 W: 4.340 D_real: 1.300 D_fake: 0.301 (epoch: 3, iters: 1000, time: 0.440) G_GAN: 1.704 G_GAN_Feat: 10.863 G_VGG: 4.192 F_Flow: 287.533 F_Warp: 2.832 W: 4.785 D_real: 0.836 D_fake: 0.597 saving the latest model (epoch 3, total_steps 21000) (epoch: 3, iters: 1200, time: 0.439) G_GAN: 1.876 G_GAN_Feat: 12.060 G_VGG: 4.567 F_Flow: 273.773 F_Warp: 3.433 W: 4.065 D_real: 1.192 D_fake: 0.949 (epoch: 3, iters: 1400, time: 0.435) G_GAN: 2.328 G_GAN_Feat: 11.143 G_VGG: 4.690 F_Flow: 252.127 F_Warp: 2.631 W: 4.098 D_real: 1.420 D_fake: 0.248 (epoch: 3, iters: 1600, time: 0.433) G_GAN: 0.682 G_GAN_Feat: 13.704 G_VGG: 4.671 F_Flow: 225.251 F_Warp: 2.966 W: 4.540 D_real: 0.140 D_fake: 1.745 (epoch: 3, iters: 1800, time: 0.436) G_GAN: 1.107 G_GAN_Feat: 11.557 G_VGG: 4.699 F_Flow: 307.800 F_Warp: 3.225 W: 4.615 D_real: 0.442 D_fake: 1.000 (epoch: 3, iters: 2000, time: 0.434) G_GAN: 1.475 G_GAN_Feat: 10.931 G_VGG: 4.504 F_Flow: 224.640 F_Warp: 2.787 W: 4.548 D_real: 0.667 D_fake: 0.832 saving the latest model (epoch 3, total_steps 22000) (epoch: 3, iters: 2200, time: 0.435) G_GAN: 1.722 G_GAN_Feat: 11.485 G_VGG: 4.968 F_Flow: 276.366 F_Warp: 3.229 W: 4.238 D_real: 1.013 D_fake: 0.808 (epoch: 3, iters: 2400, time: 0.430) G_GAN: 1.520 G_GAN_Feat: 11.732 G_VGG: 4.874 F_Flow: 275.893 F_Warp: 2.648 W: 4.101 D_real: 0.818 D_fake: 0.831 (epoch: 3, iters: 2600, time: 0.432) G_GAN: 1.022 G_GAN_Feat: 13.185 G_VGG: 5.025 F_Flow: 284.576 F_Warp: 3.601 W: 3.842 D_real: 0.118 D_fake: 1.469 (epoch: 3, iters: 2800, time: 0.433) G_GAN: 2.587 G_GAN_Feat: 11.163 G_VGG: 4.718 F_Flow: 256.906 F_Warp: 3.127 W: 3.819 D_real: 1.805 D_fake: 0.143 (epoch: 3, iters: 3000, time: 0.430) G_GAN: 0.895 G_GAN_Feat: 12.888 G_VGG: 4.413 F_Flow: 165.934 F_Warp: 2.521 W: 3.790 D_real: 0.287 D_fake: 1.020 saving the latest model (epoch 3, total_steps 23000) (epoch: 3, iters: 3200, time: 0.430) G_GAN: 0.650 G_GAN_Feat: 11.597 G_VGG: 4.599 F_Flow: 302.720 F_Warp: 2.926 W: 3.932 D_real: 0.212 D_fake: 1.592 (epoch: 3, iters: 3400, time: 0.435) G_GAN: 1.453 G_GAN_Feat: 11.406 G_VGG: 4.158 F_Flow: 274.093 F_Warp: 2.865 W: 4.585 D_real: 0.828 D_fake: 0.874 (epoch: 3, iters: 3600, time: 0.431) G_GAN: 1.686 G_GAN_Feat: 11.714 G_VGG: 4.838 F_Flow: 245.511 F_Warp: 2.688 W: 4.382 D_real: 0.834 D_fake: 0.654 (epoch: 3, iters: 3800, time: 0.431) G_GAN: 1.653 G_GAN_Feat: 11.478 G_VGG: 5.244 F_Flow: 355.027 F_Warp: 3.692 W: 3.968 D_real: 0.514 D_fake: 0.767 (epoch: 3, iters: 4000, time: 0.433) G_GAN: 1.803 G_GAN_Feat: 12.094 G_VGG: 4.604 F_Flow: 172.976 F_Warp: 2.541 W: 4.860 D_real: 0.901 D_fake: 0.555 saving the latest model (epoch 3, total_steps 24000) (epoch: 3, iters: 4200, time: 0.435) G_GAN: 1.359 G_GAN_Feat: 12.252 G_VGG: 4.576 F_Flow: 313.428 F_Warp: 3.140 W: 4.144 D_real: 0.762 D_fake: 0.952 (epoch: 3, iters: 4400, time: 0.430) G_GAN: 2.647 G_GAN_Feat: 10.754 G_VGG: 4.728 F_Flow: 348.779 F_Warp: 3.106 W: 3.879 D_real: 1.846 D_fake: 0.120 (epoch: 3, iters: 4600, time: 0.429) G_GAN: 2.878 G_GAN_Feat: 12.824 G_VGG: 5.077 F_Flow: 322.611 F_Warp: 3.278 W: 3.557 D_real: 1.687 D_fake: 0.123 (epoch: 3, iters: 4800, time: 0.430) G_GAN: 1.012 G_GAN_Feat: 10.977 G_VGG: 4.764 F_Flow: 290.329 F_Warp: 3.683 W: 3.530 D_real: 0.336 D_fake: 1.222 (epoch: 3, iters: 5000, time: 0.435) G_GAN: 2.485 G_GAN_Feat: 11.758 G_VGG: 4.997 F_Flow: 230.029 F_Warp: 2.689 W: 4.365 D_real: 1.472 D_fake: 0.089 saving the latest model (epoch 3, total_steps 25000) (epoch: 3, iters: 5200, time: 0.431) G_GAN: 1.751 G_GAN_Feat: 10.933 G_VGG: 4.581 F_Flow: 287.473 F_Warp: 3.061 W: 4.363 D_real: 0.996 D_fake: 0.761 (epoch: 3, iters: 5400, time: 0.434) G_GAN: 0.693 G_GAN_Feat: 12.574 G_VGG: 4.437 F_Flow: 281.691 F_Warp: 2.781 W: 4.585 D_real: 0.184 D_fake: 1.636 (epoch: 3, iters: 5600, time: 0.436) G_GAN: 1.906 G_GAN_Feat: 11.522 G_VGG: 5.014 F_Flow: 298.109 F_Warp: 3.314 W: 4.104 D_real: 1.211 D_fake: 0.533 (epoch: 3, iters: 5800, time: 0.432) G_GAN: 2.380 G_GAN_Feat: 12.192 G_VGG: 4.776 F_Flow: 318.819 F_Warp: 2.402 W: 4.716 D_real: 1.225 D_fake: 0.266 (epoch: 3, iters: 6000, time: 0.431) G_GAN: 1.982 G_GAN_Feat: 11.882 G_VGG: 4.861 F_Flow: 269.353 F_Warp: 3.361 W: 4.390 D_real: 0.946 D_fake: 0.694 saving the latest model (epoch 3, total_steps 26000) (epoch: 3, iters: 6200, time: 0.430) G_GAN: 0.722 G_GAN_Feat: 11.082 G_VGG: 4.931 F_Flow: 395.098 F_Warp: 3.900 W: 3.602 D_real: 0.263 D_fake: 1.490 (epoch: 3, iters: 6400, time: 0.432) G_GAN: 1.449 G_GAN_Feat: 11.930 G_VGG: 4.746 F_Flow: 200.063 F_Warp: 2.798 W: 4.658 D_real: 0.646 D_fake: 1.076 (epoch: 3, iters: 6600, time: 0.429) G_GAN: 0.996 G_GAN_Feat: 12.544 G_VGG: 5.146 F_Flow: 248.896 F_Warp: 3.381 W: 3.687 D_real: 0.176 D_fake: 1.527 (epoch: 3, iters: 6800, time: 0.430) G_GAN: 1.780 G_GAN_Feat: 11.634 G_VGG: 4.834 F_Flow: 298.194 F_Warp: 3.106 W: 4.690 D_real: 0.787 D_fake: 0.646 (epoch: 3, iters: 7000, time: 0.433) G_GAN: 1.455 G_GAN_Feat: 12.728 G_VGG: 4.913 F_Flow: 335.452 F_Warp: 3.327 W: 3.843 D_real: 0.725 D_fake: 0.719 saving the latest model (epoch 3, total_steps 27000) (epoch: 3, iters: 7200, time: 0.429) G_GAN: 0.824 G_GAN_Feat: 10.681 G_VGG: 4.164 F_Flow: 264.856 F_Warp: 2.260 W: 5.202 D_real: 0.476 D_fake: 1.164 (epoch: 3, iters: 7400, time: 0.428) G_GAN: 1.586 G_GAN_Feat: 12.056 G_VGG: 5.268 F_Flow: 228.097 F_Warp: 2.906 W: 4.148 D_real: 0.464 D_fake: 0.985 (epoch: 3, iters: 7600, time: 0.428) G_GAN: 1.593 G_GAN_Feat: 12.446 G_VGG: 5.156 F_Flow: 258.334 F_Warp: 3.193 W: 4.187 D_real: 0.561 D_fake: 0.962 (epoch: 3, iters: 7800, time: 0.432) G_GAN: 1.255 G_GAN_Feat: 12.484 G_VGG: 4.899 F_Flow: 203.190 F_Warp: 2.789 W: 4.584 D_real: 0.440 D_fake: 0.898 (epoch: 3, iters: 8000, time: 0.430) G_GAN: 1.294 G_GAN_Feat: 11.845 G_VGG: 4.856 F_Flow: 347.261 F_Warp: 3.367 W: 4.291 D_real: 0.708 D_fake: 0.835 saving the latest model (epoch 3, total_steps 28000) (epoch: 3, iters: 8200, time: 0.431) G_GAN: 0.879 G_GAN_Feat: 13.088 G_VGG: 4.873 F_Flow: 239.002 F_Warp: 2.796 W: 4.588 D_real: 0.252 D_fake: 1.251 (epoch: 3, iters: 8400, time: 0.433) G_GAN: 1.316 G_GAN_Feat: 11.368 G_VGG: 4.686 F_Flow: 298.506 F_Warp: 3.179 W: 4.119 D_real: 0.809 D_fake: 0.851 (epoch: 3, iters: 8600, time: 0.430) G_GAN: 2.573 G_GAN_Feat: 11.848 G_VGG: 4.797 F_Flow: 199.937 F_Warp: 3.104 W: 4.739 D_real: 1.645 D_fake: 0.152 (epoch: 3, iters: 8800, time: 0.429) G_GAN: 0.779 G_GAN_Feat: 11.109 G_VGG: 4.666 F_Flow: 237.657 F_Warp: 3.100 W: 4.092 D_real: 0.191 D_fake: 1.275 (epoch: 3, iters: 9000, time: 0.432) G_GAN: 1.961 G_GAN_Feat: 11.408 G_VGG: 4.677 F_Flow: 273.986 F_Warp: 2.579 W: 4.508 D_real: 1.108 D_fake: 0.516 saving the latest model (epoch 3, total_steps 29000) (epoch: 3, iters: 9200, time: 0.433) G_GAN: 2.788 G_GAN_Feat: 11.519 G_VGG: 4.254 F_Flow: 307.633 F_Warp: 2.527 W: 4.703 D_real: 1.976 D_fake: 0.026 (epoch: 3, iters: 9400, time: 0.430) G_GAN: 1.965 G_GAN_Feat: 11.140 G_VGG: 4.814 F_Flow: 271.579 F_Warp: 2.933 W: 4.428 D_real: 0.782 D_fake: 0.547 (epoch: 3, iters: 9600, time: 0.430) G_GAN: 1.136 G_GAN_Feat: 12.841 G_VGG: 4.804 F_Flow: 280.520 F_Warp: 3.242 W: 3.711 D_real: 0.392 D_fake: 1.224 (epoch: 3, iters: 9800, time: 0.434) G_GAN: 2.063 G_GAN_Feat: 12.305 G_VGG: 4.834 F_Flow: 249.023 F_Warp: 2.783 W: 4.017 D_real: 1.192 D_fake: 0.416 (epoch: 3, iters: 10000, time: 0.434) G_GAN: 1.916 G_GAN_Feat: 11.587 G_VGG: 5.023 F_Flow: 282.987 F_Warp: 3.532 W: 3.555 D_real: 0.709 D_fake: 0.675 saving the latest model (epoch 3, total_steps 30000) End of epoch 3 / 100 Time Taken: 4382 sec (epoch: 4, iters: 200, time: 0.447) G_GAN: 1.551 G_GAN_Feat: 11.675 G_VGG: 4.668 F_Flow: 169.848 F_Warp: 2.520 W: 4.643 D_real: 0.681 D_fake: 1.049 (epoch: 4, iters: 400, time: 0.448) G_GAN: 2.006 G_GAN_Feat: 11.962 G_VGG: 4.986 F_Flow: 282.317 F_Warp: 3.701 W: 3.849 D_real: 0.617 D_fake: 0.574 (epoch: 4, iters: 600, time: 0.445) G_GAN: 1.299 G_GAN_Feat: 10.924 G_VGG: 4.503 F_Flow: 308.111 F_Warp: 3.287 W: 4.188 D_real: 0.521 D_fake: 0.981 (epoch: 4, iters: 800, time: 0.445) G_GAN: 2.583 G_GAN_Feat: 12.667 G_VGG: 4.287 F_Flow: 236.598 F_Warp: 2.911 W: 4.605 D_real: 1.462 D_fake: 0.371 (epoch: 4, iters: 1000, time: 0.449) G_GAN: 1.482 G_GAN_Feat: 12.257 G_VGG: 4.557 F_Flow: 229.863 F_Warp: 3.428 W: 3.654 D_real: 0.591 D_fake: 1.121 saving the latest model (epoch 4, total_steps 31000) (epoch: 4, iters: 1200, time: 0.446) G_GAN: 2.575 G_GAN_Feat: 11.550 G_VGG: 4.771 F_Flow: 231.116 F_Warp: 3.819 W: 4.053 D_real: 1.610 D_fake: 0.202 (epoch: 4, iters: 1400, time: 0.443) G_GAN: 1.081 G_GAN_Feat: 12.233 G_VGG: 4.989 F_Flow: 252.508 F_Warp: 2.778 W: 4.516 D_real: 0.563 D_fake: 1.199 (epoch: 4, iters: 1600, time: 0.448) G_GAN: 2.509 G_GAN_Feat: 11.552 G_VGG: 4.865 F_Flow: 261.988 F_Warp: 2.862 W: 4.639 D_real: 1.362 D_fake: 0.226 (epoch: 4, iters: 1800, time: 0.448) G_GAN: 2.064 G_GAN_Feat: 11.485 G_VGG: 5.023 F_Flow: 207.131 F_Warp: 3.419 W: 4.341 D_real: 0.694 D_fake: 0.477 (epoch: 4, iters: 2000, time: 0.452) G_GAN: 2.110 G_GAN_Feat: 10.772 G_VGG: 4.904 F_Flow: 264.847 F_Warp: 2.542 W: 4.237 D_real: 1.367 D_fake: 0.327 saving the latest model (epoch 4, total_steps 32000) (epoch: 4, iters: 2200, time: 0.449) G_GAN: 1.705 G_GAN_Feat: 11.992 G_VGG: 4.899 F_Flow: 224.693 F_Warp: 2.951 W: 4.431 D_real: 1.001 D_fake: 0.410 (epoch: 4, iters: 2400, time: 0.450) G_GAN: 1.321 G_GAN_Feat: 11.415 G_VGG: 4.244 F_Flow: 260.149 F_Warp: 2.617 W: 4.745 D_real: 0.681 D_fake: 1.012 (epoch: 4, iters: 2600, time: 0.453) G_GAN: 2.727 G_GAN_Feat: 11.727 G_VGG: 5.041 F_Flow: 254.480 F_Warp: 3.439 W: 3.781 D_real: 1.612 D_fake: 0.094 (epoch: 4, iters: 2800, time: 0.451) G_GAN: 1.599 G_GAN_Feat: 11.486 G_VGG: 4.761 F_Flow: 231.649 F_Warp: 2.903 W: 4.162 D_real: 0.585 D_fake: 0.944 (epoch: 4, iters: 3000, time: 0.445) G_GAN: 2.069 G_GAN_Feat: 12.560 G_VGG: 5.155 F_Flow: 189.123 F_Warp: 2.611 W: 4.343 D_real: 0.754 D_fake: 0.566 saving the latest model (epoch 4, total_steps 33000) (epoch: 4, iters: 3200, time: 0.450) G_GAN: 2.973 G_GAN_Feat: 11.546 G_VGG: 4.942 F_Flow: 240.002 F_Warp: 2.730 W: 4.326 D_real: 1.959 D_fake: 0.071 (epoch: 4, iters: 3400, time: 0.451) G_GAN: 1.043 G_GAN_Feat: 12.187 G_VGG: 4.650 F_Flow: 165.944 F_Warp: 3.053 W: 3.876 D_real: 0.365 D_fake: 1.296 (epoch: 4, iters: 3600, time: 0.451) G_GAN: 1.736 G_GAN_Feat: 11.137 G_VGG: 4.419 F_Flow: 236.164 F_Warp: 2.188 W: 4.458 D_real: 0.776 D_fake: 0.843 (epoch: 4, iters: 3800, time: 0.452) G_GAN: 1.677 G_GAN_Feat: 11.672 G_VGG: 5.113 F_Flow: 257.125 F_Warp: 3.327 W: 3.736 D_real: 0.413 D_fake: 0.850 (epoch: 4, iters: 4000, time: 0.453) G_GAN: 1.794 G_GAN_Feat: 11.713 G_VGG: 4.741 F_Flow: 268.573 F_Warp: 2.636 W: 4.426 D_real: 1.004 D_fake: 0.689 saving the latest model (epoch 4, total_steps 34000) (epoch: 4, iters: 4200, time: 0.449) G_GAN: 1.704 G_GAN_Feat: 11.124 G_VGG: 4.505 F_Flow: 294.925 F_Warp: 3.186 W: 3.674 D_real: 0.715 D_fake: 0.836 (epoch: 4, iters: 4400, time: 0.448) G_GAN: 2.542 G_GAN_Feat: 12.996 G_VGG: 5.296 F_Flow: 270.045 F_Warp: 3.012 W: 4.128 D_real: 1.310 D_fake: 0.428 (epoch: 4, iters: 4600, time: 0.451) G_GAN: 0.767 G_GAN_Feat: 12.202 G_VGG: 4.503 F_Flow: 214.338 F_Warp: 2.563 W: 4.776 D_real: 0.127 D_fake: 1.307 (epoch: 4, iters: 4800, time: 0.447) G_GAN: 2.013 G_GAN_Feat: 11.651 G_VGG: 4.558 F_Flow: 301.243 F_Warp: 3.036 W: 4.340 D_real: 1.086 D_fake: 0.534 (epoch: 4, iters: 5000, time: 0.447) G_GAN: 1.034 G_GAN_Feat: 12.379 G_VGG: 5.169 F_Flow: 206.379 F_Warp: 3.082 W: 3.926 D_real: 0.214 D_fake: 1.291 saving the latest model (epoch 4, total_steps 35000) (epoch: 4, iters: 5200, time: 0.446) G_GAN: 0.672 G_GAN_Feat: 11.858 G_VGG: 4.659 F_Flow: 294.340 F_Warp: 2.736 W: 4.197 D_real: 0.252 D_fake: 1.162 (epoch: 4, iters: 5400, time: 0.454) G_GAN: 1.816 G_GAN_Feat: 12.740 G_VGG: 4.666 F_Flow: 245.961 F_Warp: 2.908 W: 4.318 D_real: 0.792 D_fake: 0.858 (epoch: 4, iters: 5600, time: 0.447) G_GAN: 1.156 G_GAN_Feat: 12.359 G_VGG: 4.532 F_Flow: 311.633 F_Warp: 3.243 W: 4.403 D_real: 0.314 D_fake: 0.931 (epoch: 4, iters: 5800, time: 0.446) G_GAN: 1.797 G_GAN_Feat: 11.107 G_VGG: 4.839 F_Flow: 203.175 F_Warp: 2.856 W: 4.570 D_real: 0.744 D_fake: 0.825 (epoch: 4, iters: 6000, time: 0.452) G_GAN: 2.018 G_GAN_Feat: 11.584 G_VGG: 4.881 F_Flow: 316.815 F_Warp: 3.525 W: 3.705 D_real: 1.163 D_fake: 0.351 saving the latest model (epoch 4, total_steps 36000) (epoch: 4, iters: 6200, time: 0.449) G_GAN: 0.885 G_GAN_Feat: 14.179 G_VGG: 5.412 F_Flow: 201.303 F_Warp: 3.383 W: 3.960 D_real: 0.127 D_fake: 1.709 (epoch: 4, iters: 6400, time: 0.448) G_GAN: 2.612 G_GAN_Feat: 12.096 G_VGG: 4.759 F_Flow: 222.928 F_Warp: 2.397 W: 4.249 D_real: 1.379 D_fake: 0.133 (epoch: 4, iters: 6600, time: 0.449) G_GAN: 1.154 G_GAN_Feat: 11.761 G_VGG: 4.879 F_Flow: 332.445 F_Warp: 4.129 W: 3.812 D_real: 0.399 D_fake: 1.144 (epoch: 4, iters: 6800, time: 0.449) G_GAN: 0.942 G_GAN_Feat: 11.136 G_VGG: 4.684 F_Flow: 332.431 F_Warp: 3.700 W: 3.701 D_real: 0.255 D_fake: 1.362 (epoch: 4, iters: 7000, time: 0.445) G_GAN: 1.535 G_GAN_Feat: 12.601 G_VGG: 4.838 F_Flow: 217.906 F_Warp: 2.917 W: 4.375 D_real: 0.900 D_fake: 0.382 saving the latest model (epoch 4, total_steps 37000) (epoch: 4, iters: 7200, time: 0.443) G_GAN: 1.472 G_GAN_Feat: 10.877 G_VGG: 4.665 F_Flow: 337.965 F_Warp: 3.786 W: 3.522 D_real: 0.650 D_fake: 1.154 (epoch: 4, iters: 7400, time: 0.451) G_GAN: 2.402 G_GAN_Feat: 11.613 G_VGG: 4.680 F_Flow: 244.930 F_Warp: 3.052 W: 3.682 D_real: 1.213 D_fake: 0.292 (epoch: 4, iters: 7600, time: 0.445) G_GAN: 0.694 G_GAN_Feat: 11.881 G_VGG: 4.984 F_Flow: 287.524 F_Warp: 3.673 W: 3.752 D_real: 0.054 D_fake: 1.641 (epoch: 4, iters: 7800, time: 0.447) G_GAN: 1.524 G_GAN_Feat: 11.490 G_VGG: 5.363 F_Flow: 225.204 F_Warp: 3.534 W: 3.915 D_real: 0.443 D_fake: 0.981 (epoch: 4, iters: 8000, time: 0.449) G_GAN: 2.388 G_GAN_Feat: 11.955 G_VGG: 4.617 F_Flow: 248.012 F_Warp: 3.107 W: 3.381 D_real: 1.436 D_fake: 0.249 saving the latest model (epoch 4, total_steps 38000) (epoch: 4, iters: 8200, time: 0.444) G_GAN: 2.559 G_GAN_Feat: 10.761 G_VGG: 4.434 F_Flow: 281.901 F_Warp: 2.751 W: 4.639 D_real: 1.935 D_fake: 0.201 (epoch: 4, iters: 8400, time: 0.446) G_GAN: 1.993 G_GAN_Feat: 11.839 G_VGG: 4.905 F_Flow: 301.367 F_Warp: 3.566 W: 4.175 D_real: 0.992 D_fake: 0.806 (epoch: 4, iters: 8600, time: 0.444) G_GAN: 2.586 G_GAN_Feat: 11.402 G_VGG: 4.787 F_Flow: 231.254 F_Warp: 2.905 W: 4.457 D_real: 1.612 D_fake: 0.166 (epoch: 4, iters: 8800, time: 0.450) G_GAN: 2.030 G_GAN_Feat: 11.989 G_VGG: 4.562 F_Flow: 207.319 F_Warp: 2.332 W: 4.511 D_real: 0.864 D_fake: 0.469 (epoch: 4, iters: 9000, time: 0.449) G_GAN: 1.796 G_GAN_Feat: 10.768 G_VGG: 4.778 F_Flow: 299.638 F_Warp: 2.878 W: 3.684 D_real: 0.840 D_fake: 0.594 saving the latest model (epoch 4, total_steps 39000) (epoch: 4, iters: 9200, time: 0.451) G_GAN: 0.986 G_GAN_Feat: 12.300 G_VGG: 5.082 F_Flow: 276.318 F_Warp: 3.199 W: 4.350 D_real: 0.125 D_fake: 1.755 (epoch: 4, iters: 9400, time: 0.446) G_GAN: 2.738 G_GAN_Feat: 11.587 G_VGG: 5.382 F_Flow: 201.156 F_Warp: 2.953 W: 3.894 D_real: 1.691 D_fake: 0.231 (epoch: 4, iters: 9600, time: 0.448) G_GAN: 2.189 G_GAN_Feat: 12.493 G_VGG: 5.024 F_Flow: 226.040 F_Warp: 2.757 W: 3.853 D_real: 1.105 D_fake: 0.406 (epoch: 4, iters: 9800, time: 0.446) G_GAN: 2.707 G_GAN_Feat: 10.844 G_VGG: 4.792 F_Flow: 197.523 F_Warp: 2.669 W: 3.935 D_real: 1.695 D_fake: 0.036 (epoch: 4, iters: 10000, time: 0.453) G_GAN: 2.400 G_GAN_Feat: 12.996 G_VGG: 5.194 F_Flow: 249.203 F_Warp: 3.233 W: 3.911 D_real: 1.201 D_fake: 0.330 saving the latest model (epoch 4, total_steps 40000) End of epoch 4 / 100 Time Taken: 4537 sec (epoch: 5, iters: 200, time: 0.458) G_GAN: 3.100 G_GAN_Feat: 11.781 G_VGG: 4.948 F_Flow: 219.633 F_Warp: 3.415 W: 4.124 D_real: 1.963 D_fake: 0.065 (epoch: 5, iters: 400, time: 0.447) G_GAN: 0.956 G_GAN_Feat: 12.399 G_VGG: 5.095 F_Flow: 178.092 F_Warp: 2.019 W: 4.859 D_real: 0.491 D_fake: 0.949 (epoch: 5, iters: 600, time: 0.445) G_GAN: 2.477 G_GAN_Feat: 11.275 G_VGG: 4.853 F_Flow: 219.151 F_Warp: 2.728 W: 3.944 D_real: 1.209 D_fake: 0.249 (epoch: 5, iters: 800, time: 0.442) G_GAN: 1.114 G_GAN_Feat: 10.930 G_VGG: 4.639 F_Flow: 247.680 F_Warp: 2.635 W: 4.471 D_real: 0.479 D_fake: 1.191 (epoch: 5, iters: 1000, time: 0.443) G_GAN: 2.090 G_GAN_Feat: 11.940 G_VGG: 4.721 F_Flow: 249.236 F_Warp: 3.222 W: 4.425 D_real: 0.658 D_fake: 0.646 saving the latest model (epoch 5, total_steps 41000) (epoch: 5, iters: 1200, time: 0.442) G_GAN: 2.686 G_GAN_Feat: 12.236 G_VGG: 5.044 F_Flow: 249.149 F_Warp: 3.131 W: 4.597 D_real: 1.386 D_fake: 0.060 (epoch: 5, iters: 1400, time: 0.440) G_GAN: 1.551 G_GAN_Feat: 9.986 G_VGG: 4.791 F_Flow: 296.367 F_Warp: 3.372 W: 3.938 D_real: 0.685 D_fake: 0.819 (epoch: 5, iters: 1600, time: 0.438) G_GAN: 2.098 G_GAN_Feat: 11.745 G_VGG: 4.933 F_Flow: 271.235 F_Warp: 2.781 W: 4.014 D_real: 0.732 D_fake: 0.524 (epoch: 5, iters: 1800, time: 0.438) G_GAN: 1.010 G_GAN_Feat: 11.543 G_VGG: 4.587 F_Flow: 233.652 F_Warp: 2.765 W: 4.216 D_real: 0.134 D_fake: 1.299 (epoch: 5, iters: 2000, time: 0.435) G_GAN: 1.781 G_GAN_Feat: 11.943 G_VGG: 4.810 F_Flow: 300.994 F_Warp: 3.148 W: 3.890 D_real: 0.824 D_fake: 0.994 saving the latest model (epoch 5, total_steps 42000) (epoch: 5, iters: 2200, time: 0.436) G_GAN: 1.275 G_GAN_Feat: 10.153 G_VGG: 4.745 F_Flow: 267.261 F_Warp: 2.871 W: 4.461 D_real: 0.895 D_fake: 0.687 (epoch: 5, iters: 2400, time: 0.434) G_GAN: 1.298 G_GAN_Feat: 11.011 G_VGG: 4.351 F_Flow: 258.964 F_Warp: 2.724 W: 4.658 D_real: 0.559 D_fake: 0.907 (epoch: 5, iters: 2600, time: 0.433) G_GAN: 1.519 G_GAN_Feat: 12.687 G_VGG: 5.212 F_Flow: 220.955 F_Warp: 3.167 W: 4.221 D_real: 0.411 D_fake: 0.995 ================ Training Loss (Tue Feb 25 17:37:46 2020) ================ ---------- Networks initialized ------------- ---------- Optimizers initialized ------------- network loaded from ./checkpoints/face_512/latest_net_G.pth network loaded from ./checkpoints/face_512/latest_net_D.pth ================ Training Loss (Tue Feb 25 17:46:09 2020) ================ ---------- Networks initialized ------------- ---------- Optimizers initialized ------------- network loaded from ./checkpoints/face_512/latest_net_G.pth network loaded from ./checkpoints/face_512/latest_net_D.pth (epoch: 5, iters: 2200, time: 0.695) G_GAN: 1.478 G_GAN_Feat: 10.992 G_VGG: 4.676 F_Flow: 332.088 F_Warp: 3.916 W: 3.366 D_real: 0.782 D_fake: 1.030 (epoch: 5, iters: 2400, time: 0.445) G_GAN: 1.212 G_GAN_Feat: 12.208 G_VGG: 4.549 F_Flow: 327.796 F_Warp: 3.351 W: 3.867 D_real: 0.147 D_fake: 1.332 (epoch: 5, iters: 2600, time: 0.452) G_GAN: 1.460 G_GAN_Feat: 11.565 G_VGG: 4.813 F_Flow: 275.131 F_Warp: 3.718 W: 3.371 D_real: 0.891 D_fake: 0.981 (epoch: 5, iters: 2800, time: 0.449) G_GAN: 1.864 G_GAN_Feat: 10.649 G_VGG: 4.556 F_Flow: 276.121 F_Warp: 2.977 W: 3.973 D_real: 0.659 D_fake: 0.756 (epoch: 5, iters: 3000, time: 0.453) G_GAN: 2.044 G_GAN_Feat: 10.584 G_VGG: 4.528 F_Flow: 276.962 F_Warp: 2.993 W: 4.138 D_real: 0.974 D_fake: 0.598 saving the latest model (epoch 5, total_steps 43000) (epoch: 5, iters: 3200, time: 0.450) G_GAN: 2.924 G_GAN_Feat: 11.190 G_VGG: 4.322 F_Flow: 226.542 F_Warp: 3.099 W: 3.773 D_real: 1.827 D_fake: 0.076 (epoch: 5, iters: 3400, time: 0.449) G_GAN: 2.451 G_GAN_Feat: 11.970 G_VGG: 5.316 F_Flow: 261.650 F_Warp: 2.993 W: 3.767 D_real: 1.450 D_fake: 0.146 (epoch: 5, iters: 3600, time: 0.447) G_GAN: 1.765 G_GAN_Feat: 12.255 G_VGG: 4.775 F_Flow: 229.049 F_Warp: 2.847 W: 4.133 D_real: 0.752 D_fake: 0.563 (epoch: 5, iters: 3800, time: 0.446) G_GAN: 1.855 G_GAN_Feat: 11.822 G_VGG: 4.472 F_Flow: 240.819 F_Warp: 2.713 W: 3.905 D_real: 0.856 D_fake: 0.696 (epoch: 5, iters: 4000, time: 0.449) G_GAN: 1.459 G_GAN_Feat: 12.280 G_VGG: 5.055 F_Flow: 292.151 F_Warp: 2.971 W: 4.376 D_real: 0.503 D_fake: 0.878 saving the latest model (epoch 5, total_steps 44000) (epoch: 5, iters: 4200, time: 0.451) G_GAN: 2.347 G_GAN_Feat: 11.333 G_VGG: 5.130 F_Flow: 293.413 F_Warp: 3.733 W: 3.308 D_real: 0.941 D_fake: 0.244 (epoch: 5, iters: 4400, time: 0.448) G_GAN: 2.498 G_GAN_Feat: 11.208 G_VGG: 4.779 F_Flow: 288.155 F_Warp: 3.620 W: 3.595 D_real: 1.053 D_fake: 0.340 (epoch: 5, iters: 4600, time: 0.455) G_GAN: 1.055 G_GAN_Feat: 11.230 G_VGG: 4.815 F_Flow: 207.737 F_Warp: 2.468 W: 4.070 D_real: 0.382 D_fake: 1.092 (epoch: 5, iters: 4800, time: 0.452) G_GAN: 0.899 G_GAN_Feat: 11.262 G_VGG: 4.675 F_Flow: 276.585 F_Warp: 2.928 W: 4.204 D_real: 0.410 D_fake: 1.361 (epoch: 5, iters: 5000, time: 0.451) G_GAN: 1.023 G_GAN_Feat: 10.707 G_VGG: 4.489 F_Flow: 279.306 F_Warp: 3.137 W: 4.107 D_real: 0.373 D_fake: 1.293 saving the latest model (epoch 5, total_steps 45000) (epoch: 5, iters: 5200, time: 0.447) G_GAN: 1.688 G_GAN_Feat: 11.345 G_VGG: 4.381 F_Flow: 291.981 F_Warp: 2.627 W: 4.051 D_real: 0.924 D_fake: 0.859 (epoch: 5, iters: 5400, time: 0.452) G_GAN: 2.682 G_GAN_Feat: 11.970 G_VGG: 5.234 F_Flow: 195.607 F_Warp: 2.936 W: 4.184 D_real: 1.514 D_fake: 0.204 (epoch: 5, iters: 5600, time: 0.447) G_GAN: 0.953 G_GAN_Feat: 12.814 G_VGG: 5.328 F_Flow: 352.716 F_Warp: 3.495 W: 3.401 D_real: 0.147 D_fake: 1.521 (epoch: 5, iters: 5800, time: 0.446) G_GAN: 1.768 G_GAN_Feat: 12.757 G_VGG: 4.535 F_Flow: 284.856 F_Warp: 3.714 W: 3.812 D_real: 0.907 D_fake: 0.883 (epoch: 5, iters: 6000, time: 0.452) G_GAN: 1.178 G_GAN_Feat: 11.009 G_VGG: 5.003 F_Flow: 228.558 F_Warp: 2.802 W: 4.080 D_real: 0.295 D_fake: 1.289 saving the latest model (epoch 5, total_steps 46000) (epoch: 5, iters: 6200, time: 0.450) G_GAN: 2.895 G_GAN_Feat: 11.900 G_VGG: 5.109 F_Flow: 202.986 F_Warp: 3.458 W: 4.138 D_real: 1.751 D_fake: 0.068 (epoch: 5, iters: 6400, time: 0.446) G_GAN: 1.928 G_GAN_Feat: 11.691 G_VGG: 4.677 F_Flow: 271.084 F_Warp: 2.957 W: 3.867 D_real: 0.802 D_fake: 0.711 (epoch: 5, iters: 6600, time: 0.447) G_GAN: 1.073 G_GAN_Feat: 11.251 G_VGG: 4.834 F_Flow: 269.667 F_Warp: 3.270 W: 3.821 D_real: 0.384 D_fake: 1.258 (epoch: 5, iters: 6800, time: 0.451) G_GAN: 2.479 G_GAN_Feat: 11.932 G_VGG: 4.837 F_Flow: 270.705 F_Warp: 3.179 W: 3.898 D_real: 1.051 D_fake: 0.352 (epoch: 5, iters: 7000, time: 0.452) G_GAN: 1.582 G_GAN_Feat: 13.258 G_VGG: 5.307 F_Flow: 281.606 F_Warp: 2.948 W: 3.816 D_real: 0.209 D_fake: 1.295 saving the latest model (epoch 5, total_steps 47000) (epoch: 5, iters: 7200, time: 0.449) G_GAN: 1.786 G_GAN_Feat: 10.963 G_VGG: 4.771 F_Flow: 212.474 F_Warp: 2.409 W: 4.420 D_real: 0.825 D_fake: 0.748 (epoch: 5, iters: 7400, time: 0.452) G_GAN: 2.791 G_GAN_Feat: 12.311 G_VGG: 4.926 F_Flow: 290.124 F_Warp: 2.884 W: 3.856 D_real: 1.108 D_fake: 0.108 (epoch: 5, iters: 7600, time: 0.451) G_GAN: 2.200 G_GAN_Feat: 11.403 G_VGG: 4.636 F_Flow: 303.764 F_Warp: 3.085 W: 3.595 D_real: 1.074 D_fake: 0.193 (epoch: 5, iters: 7800, time: 0.451) G_GAN: 1.031 G_GAN_Feat: 10.073 G_VGG: 4.450 F_Flow: 262.277 F_Warp: 2.642 W: 3.980 D_real: 0.523 D_fake: 1.367 (epoch: 5, iters: 8000, time: 0.449) G_GAN: 1.217 G_GAN_Feat: 11.311 G_VGG: 4.464 F_Flow: 338.537 F_Warp: 3.271 W: 3.829 D_real: 0.413 D_fake: 1.378 saving the latest model (epoch 5, total_steps 48000) (epoch: 5, iters: 8200, time: 0.448) G_GAN: 2.016 G_GAN_Feat: 11.584 G_VGG: 4.682 F_Flow: 330.009 F_Warp: 3.396 W: 4.059 D_real: 0.769 D_fake: 0.952 (epoch: 5, iters: 8400, time: 0.446) G_GAN: 2.233 G_GAN_Feat: 11.024 G_VGG: 4.620 F_Flow: 254.361 F_Warp: 3.034 W: 3.969 D_real: 0.920 D_fake: 0.271 (epoch: 5, iters: 8600, time: 0.448) G_GAN: 2.219 G_GAN_Feat: 10.926 G_VGG: 4.807 F_Flow: 352.373 F_Warp: 2.560 W: 4.361 D_real: 1.121 D_fake: 0.444 (epoch: 5, iters: 8800, time: 0.450) G_GAN: 1.771 G_GAN_Feat: 11.815 G_VGG: 4.923 F_Flow: 265.769 F_Warp: 3.226 W: 4.095 D_real: 0.904 D_fake: 0.755 (epoch: 5, iters: 9000, time: 0.449) G_GAN: 2.292 G_GAN_Feat: 11.984 G_VGG: 5.220 F_Flow: 201.871 F_Warp: 2.895 W: 4.116 D_real: 1.002 D_fake: 0.469 saving the latest model (epoch 5, total_steps 49000) (epoch: 5, iters: 9200, time: 0.449) G_GAN: 2.390 G_GAN_Feat: 11.865 G_VGG: 4.246 F_Flow: 241.440 F_Warp: 2.713 W: 3.901 D_real: 1.175 D_fake: 0.438 (epoch: 5, iters: 9400, time: 0.454) G_GAN: 2.473 G_GAN_Feat: 11.592 G_VGG: 4.968 F_Flow: 285.470 F_Warp: 3.447 W: 3.873 D_real: 1.383 D_fake: 0.336 (epoch: 5, iters: 9600, time: 0.450) G_GAN: 1.598 G_GAN_Feat: 11.295 G_VGG: 4.677 F_Flow: 191.026 F_Warp: 2.366 W: 4.290 D_real: 0.289 D_fake: 1.170 (epoch: 5, iters: 9800, time: 0.445) G_GAN: 1.875 G_GAN_Feat: 11.386 G_VGG: 4.838 F_Flow: 257.507 F_Warp: 3.935 W: 3.253 D_real: 0.815 D_fake: 0.981 (epoch: 5, iters: 10000, time: 0.447) G_GAN: 1.800 G_GAN_Feat: 11.115 G_VGG: 4.557 F_Flow: 292.468 F_Warp: 3.468 W: 4.051 D_real: 0.787 D_fake: 0.982 saving the latest model (epoch 5, total_steps 50000) End of epoch 5 / 100 Time Taken: 3687 sec saving the model at the end of epoch 5, iters 50000 (epoch: 6, iters: 200, time: 0.454) G_GAN: 2.144 G_GAN_Feat: 11.705 G_VGG: 4.416 F_Flow: 280.945 F_Warp: 2.575 W: 3.935 D_real: 1.096 D_fake: 0.751 (epoch: 6, iters: 400, time: 0.445) G_GAN: 1.206 G_GAN_Feat: 11.476 G_VGG: 4.858 F_Flow: 283.520 F_Warp: 3.768 W: 3.699 D_real: 0.476 D_fake: 0.976 (epoch: 6, iters: 600, time: 0.444) G_GAN: 1.994 G_GAN_Feat: 11.281 G_VGG: 4.717 F_Flow: 260.848 F_Warp: 2.907 W: 3.793 D_real: 0.804 D_fake: 0.537 (epoch: 6, iters: 800, time: 0.450) G_GAN: 1.845 G_GAN_Feat: 12.171 G_VGG: 5.009 F_Flow: 290.225 F_Warp: 2.736 W: 4.171 D_real: 0.507 D_fake: 0.878 (epoch: 6, iters: 1000, time: 0.444) G_GAN: 1.535 G_GAN_Feat: 11.980 G_VGG: 4.926 F_Flow: 268.259 F_Warp: 2.706 W: 3.972 D_real: 0.714 D_fake: 0.764 saving the latest model (epoch 6, total_steps 51000) (epoch: 6, iters: 1200, time: 0.445) G_GAN: 1.573 G_GAN_Feat: 10.772 G_VGG: 4.298 F_Flow: 286.134 F_Warp: 2.563 W: 4.032 D_real: 0.634 D_fake: 0.677 (epoch: 6, iters: 1400, time: 0.448) G_GAN: 1.638 G_GAN_Feat: 11.590 G_VGG: 4.607 F_Flow: 224.147 F_Warp: 2.159 W: 3.919 D_real: 0.664 D_fake: 0.752 (epoch: 6, iters: 1600, time: 0.445) G_GAN: 1.766 G_GAN_Feat: 10.883 G_VGG: 4.619 F_Flow: 270.234 F_Warp: 2.626 W: 3.716 D_real: 1.254 D_fake: 0.787 (epoch: 6, iters: 1800, time: 0.445) G_GAN: 0.980 G_GAN_Feat: 12.462 G_VGG: 4.669 F_Flow: 190.406 F_Warp: 3.002 W: 4.014 D_real: 0.143 D_fake: 1.425 (epoch: 6, iters: 2000, time: 0.440) G_GAN: 2.510 G_GAN_Feat: 10.554 G_VGG: 4.722 F_Flow: 247.672 F_Warp: 3.037 W: 4.123 D_real: 1.197 D_fake: 0.459 saving the latest model (epoch 6, total_steps 52000) (epoch: 6, iters: 2200, time: 0.447) G_GAN: 1.217 G_GAN_Feat: 11.673 G_VGG: 4.588 F_Flow: 224.466 F_Warp: 2.510 W: 4.167 D_real: 0.232 D_fake: 1.277 (epoch: 6, iters: 2400, time: 0.448) G_GAN: 2.474 G_GAN_Feat: 11.366 G_VGG: 4.899 F_Flow: 223.345 F_Warp: 2.588 W: 4.872 D_real: 1.040 D_fake: 0.430 (epoch: 6, iters: 2600, time: 0.440) G_GAN: 1.500 G_GAN_Feat: 11.589 G_VGG: 4.708 F_Flow: 200.104 F_Warp: 2.543 W: 4.974 D_real: 0.382 D_fake: 0.778 (epoch: 6, iters: 2800, time: 0.452) G_GAN: 1.717 G_GAN_Feat: 12.100 G_VGG: 5.513 F_Flow: 186.696 F_Warp: 2.798 W: 4.672 D_real: 0.431 D_fake: 0.441 (epoch: 6, iters: 3000, time: 0.443) G_GAN: 0.639 G_GAN_Feat: 11.305 G_VGG: 5.052 F_Flow: 300.219 F_Warp: 3.346 W: 4.023 D_real: 0.098 D_fake: 1.560 saving the latest model (epoch 6, total_steps 53000) (epoch: 6, iters: 3200, time: 0.440) G_GAN: 1.473 G_GAN_Feat: 11.123 G_VGG: 4.428 F_Flow: 238.550 F_Warp: 3.127 W: 4.226 D_real: 0.754 D_fake: 1.032 (epoch: 6, iters: 3400, time: 0.440) G_GAN: 0.598 G_GAN_Feat: 10.592 G_VGG: 4.819 F_Flow: 254.331 F_Warp: 2.656 W: 4.765 D_real: 0.121 D_fake: 1.698 (epoch: 6, iters: 3600, time: 0.442) G_GAN: 0.922 G_GAN_Feat: 11.407 G_VGG: 4.509 F_Flow: 237.049 F_Warp: 2.276 W: 4.507 D_real: 0.242 D_fake: 1.541 (epoch: 6, iters: 3800, time: 0.445) G_GAN: 2.491 G_GAN_Feat: 11.675 G_VGG: 4.802 F_Flow: 188.064 F_Warp: 2.283 W: 4.868 D_real: 1.003 D_fake: 0.205 (epoch: 6, iters: 4000, time: 0.451) G_GAN: 0.681 G_GAN_Feat: 10.908 G_VGG: 4.616 F_Flow: 267.705 F_Warp: 2.564 W: 4.135 D_real: 0.243 D_fake: 1.326 saving the latest model (epoch 6, total_steps 54000) (epoch: 6, iters: 4200, time: 0.446) G_GAN: 2.550 G_GAN_Feat: 11.294 G_VGG: 4.577 F_Flow: 222.349 F_Warp: 2.650 W: 4.642 D_real: 1.572 D_fake: 0.123 (epoch: 6, iters: 4400, time: 0.437) G_GAN: 1.727 G_GAN_Feat: 11.071 G_VGG: 4.735 F_Flow: 148.270 F_Warp: 2.494 W: 4.684 D_real: 0.883 D_fake: 0.648 (epoch: 6, iters: 4600, time: 0.438) G_GAN: 2.874 G_GAN_Feat: 11.161 G_VGG: 4.335 F_Flow: 175.281 F_Warp: 1.972 W: 5.079 D_real: 1.812 D_fake: 0.388 (epoch: 6, iters: 4800, time: 0.438) G_GAN: 2.064 G_GAN_Feat: 11.548 G_VGG: 4.673 F_Flow: 239.150 F_Warp: 3.001 W: 4.648 D_real: 1.104 D_fake: 0.551 (epoch: 6, iters: 5000, time: 0.442) G_GAN: 0.835 G_GAN_Feat: 11.513 G_VGG: 4.774 F_Flow: 220.886 F_Warp: 2.899 W: 4.722 D_real: 0.187 D_fake: 1.392 saving the latest model (epoch 6, total_steps 55000) (epoch: 6, iters: 5200, time: 0.439) G_GAN: 2.775 G_GAN_Feat: 10.951 G_VGG: 4.734 F_Flow: 229.582 F_Warp: 2.933 W: 4.451 D_real: 1.330 D_fake: 0.230 (epoch: 6, iters: 5400, time: 0.438) G_GAN: 1.927 G_GAN_Feat: 12.214 G_VGG: 4.614 F_Flow: 196.108 F_Warp: 2.069 W: 4.516 D_real: 0.659 D_fake: 0.618 (epoch: 6, iters: 5600, time: 0.441) G_GAN: 1.376 G_GAN_Feat: 11.492 G_VGG: 4.933 F_Flow: 252.148 F_Warp: 2.850 W: 4.595 D_real: 0.387 D_fake: 1.031 (epoch: 6, iters: 5800, time: 0.435) G_GAN: 1.929 G_GAN_Feat: 12.294 G_VGG: 4.695 F_Flow: 181.286 F_Warp: 2.775 W: 4.841 D_real: 0.553 D_fake: 0.872 (epoch: 6, iters: 6000, time: 0.437) G_GAN: 1.694 G_GAN_Feat: 12.025 G_VGG: 4.760 F_Flow: 225.633 F_Warp: 2.628 W: 4.663 D_real: 0.339 D_fake: 1.035 saving the latest model (epoch 6, total_steps 56000) (epoch: 6, iters: 6200, time: 0.438) G_GAN: 2.562 G_GAN_Feat: 10.594 G_VGG: 4.589 F_Flow: 186.349 F_Warp: 2.608 W: 4.742 D_real: 1.716 D_fake: 0.264 (epoch: 6, iters: 6400, time: 0.438) G_GAN: 1.794 G_GAN_Feat: 11.022 G_VGG: 4.780 F_Flow: 208.919 F_Warp: 2.183 W: 4.815 D_real: 0.564 D_fake: 0.683 (epoch: 6, iters: 6600, time: 0.435) G_GAN: 2.670 G_GAN_Feat: 10.594 G_VGG: 4.554 F_Flow: 207.767 F_Warp: 2.484 W: 4.705 D_real: 1.185 D_fake: 0.359 (epoch: 6, iters: 6800, time: 0.434) G_GAN: 2.921 G_GAN_Feat: 10.009 G_VGG: 4.445 F_Flow: 175.110 F_Warp: 2.278 W: 4.853 D_real: 1.975 D_fake: 0.137 (epoch: 6, iters: 7000, time: 0.441) G_GAN: 2.878 G_GAN_Feat: 12.481 G_VGG: 5.011 F_Flow: 173.075 F_Warp: 2.767 W: 4.556 D_real: 1.321 D_fake: 0.182 saving the latest model (epoch 6, total_steps 57000) (epoch: 6, iters: 7200, time: 0.438) G_GAN: 2.529 G_GAN_Feat: 12.341 G_VGG: 4.838 F_Flow: 192.626 F_Warp: 2.526 W: 5.348 D_real: 1.006 D_fake: 0.483 (epoch: 6, iters: 7400, time: 0.438) G_GAN: 2.040 G_GAN_Feat: 11.724 G_VGG: 4.938 F_Flow: 237.521 F_Warp: 2.245 W: 5.317 D_real: 1.153 D_fake: 0.618 (epoch: 6, iters: 7600, time: 0.438) G_GAN: 1.843 G_GAN_Feat: 11.503 G_VGG: 4.887 F_Flow: 162.422 F_Warp: 2.158 W: 5.170 D_real: 0.995 D_fake: 0.694 (epoch: 6, iters: 7800, time: 0.444) G_GAN: 2.682 G_GAN_Feat: 11.180 G_VGG: 4.886 F_Flow: 194.850 F_Warp: 2.225 W: 4.803 D_real: 1.182 D_fake: 0.208 (epoch: 6, iters: 8000, time: 0.435) G_GAN: 3.031 G_GAN_Feat: 10.828 G_VGG: 4.768 F_Flow: 187.832 F_Warp: 2.610 W: 4.777 D_real: 1.454 D_fake: 0.060 saving the latest model (epoch 6, total_steps 58000) (epoch: 6, iters: 8200, time: 0.435) G_GAN: 3.653 G_GAN_Feat: 10.658 G_VGG: 4.651 F_Flow: 170.260 F_Warp: 2.011 W: 4.958 D_real: 2.333 D_fake: 0.051 (epoch: 6, iters: 8400, time: 0.440) G_GAN: 1.096 G_GAN_Feat: 11.853 G_VGG: 4.702 F_Flow: 133.858 F_Warp: 2.036 W: 5.139 D_real: 0.241 D_fake: 1.193 (epoch: 6, iters: 8600, time: 0.436) G_GAN: 2.196 G_GAN_Feat: 12.650 G_VGG: 5.009 F_Flow: 161.323 F_Warp: 2.540 W: 5.265 D_real: 0.568 D_fake: 0.454 (epoch: 6, iters: 8800, time: 0.436) G_GAN: 2.200 G_GAN_Feat: 12.003 G_VGG: 4.618 F_Flow: 192.762 F_Warp: 2.279 W: 4.768 D_real: 0.751 D_fake: 0.816 (epoch: 6, iters: 9000, time: 0.439) G_GAN: 2.647 G_GAN_Feat: 10.069 G_VGG: 4.469 F_Flow: 198.438 F_Warp: 2.221 W: 5.000 D_real: 1.545 D_fake: 0.077 saving the latest model (epoch 6, total_steps 59000) (epoch: 6, iters: 9200, time: 0.439) G_GAN: 1.224 G_GAN_Feat: 11.922 G_VGG: 4.719 F_Flow: 223.907 F_Warp: 2.307 W: 4.920 D_real: 0.255 D_fake: 1.039 (epoch: 6, iters: 9400, time: 0.435) G_GAN: 2.440 G_GAN_Feat: 10.949 G_VGG: 4.619 F_Flow: 170.372 F_Warp: 1.862 W: 5.282 D_real: 1.075 D_fake: 0.315 (epoch: 6, iters: 9600, time: 0.439) G_GAN: 1.932 G_GAN_Feat: 11.866 G_VGG: 4.860 F_Flow: 196.085 F_Warp: 2.717 W: 5.196 D_real: 0.529 D_fake: 0.664 (epoch: 6, iters: 9800, time: 0.442) G_GAN: 1.999 G_GAN_Feat: 11.827 G_VGG: 4.648 F_Flow: 183.589 F_Warp: 2.565 W: 4.993 D_real: 0.803 D_fake: 0.480 (epoch: 6, iters: 10000, time: 0.432) G_GAN: 1.072 G_GAN_Feat: 10.747 G_VGG: 4.811 F_Flow: 175.365 F_Warp: 2.315 W: 4.769 D_real: 0.211 D_fake: 1.475 saving the latest model (epoch 6, total_steps 60000) End of epoch 6 / 100 Time Taken: 4471 sec (epoch: 7, iters: 200, time: 0.451) G_GAN: 1.515 G_GAN_Feat: 10.814 G_VGG: 4.250 F_Flow: 163.822 F_Warp: 2.301 W: 5.069 D_real: 0.574 D_fake: 0.857 (epoch: 7, iters: 400, time: 0.449) G_GAN: 2.060 G_GAN_Feat: 10.700 G_VGG: 4.585 F_Flow: 238.497 F_Warp: 2.504 W: 4.425 D_real: 1.178 D_fake: 0.757 (epoch: 7, iters: 600, time: 0.453) G_GAN: 1.744 G_GAN_Feat: 11.849 G_VGG: 4.844 F_Flow: 135.368 F_Warp: 1.899 W: 5.569 D_real: 0.284 D_fake: 1.000 (epoch: 7, iters: 800, time: 0.450) G_GAN: 0.808 G_GAN_Feat: 11.969 G_VGG: 4.959 F_Flow: 206.110 F_Warp: 2.443 W: 5.346 D_real: 0.092 D_fake: 2.173 (epoch: 7, iters: 1000, time: 0.450) G_GAN: 2.494 G_GAN_Feat: 11.435 G_VGG: 4.946 F_Flow: 218.177 F_Warp: 2.337 W: 4.739 D_real: 1.295 D_fake: 0.377 saving the latest model (epoch 7, total_steps 61000) (epoch: 7, iters: 1200, time: 0.454) G_GAN: 2.279 G_GAN_Feat: 11.230 G_VGG: 4.752 F_Flow: 231.355 F_Warp: 2.685 W: 4.750 D_real: 1.036 D_fake: 0.360 (epoch: 7, iters: 1400, time: 0.451) G_GAN: 1.162 G_GAN_Feat: 10.286 G_VGG: 4.811 F_Flow: 164.775 F_Warp: 1.896 W: 5.066 D_real: 0.361 D_fake: 0.945 (epoch: 7, iters: 1600, time: 0.449) G_GAN: 1.885 G_GAN_Feat: 11.699 G_VGG: 4.480 F_Flow: 231.259 F_Warp: 2.074 W: 4.716 D_real: 0.779 D_fake: 0.723 (epoch: 7, iters: 1800, time: 0.449) G_GAN: 1.989 G_GAN_Feat: 12.113 G_VGG: 5.073 F_Flow: 174.751 F_Warp: 2.525 W: 4.704 D_real: 0.452 D_fake: 0.664 (epoch: 7, iters: 2000, time: 0.448) G_GAN: 1.733 G_GAN_Feat: 10.975 G_VGG: 4.708 F_Flow: 179.648 F_Warp: 2.425 W: 5.207 D_real: 0.820 D_fake: 0.523 saving the latest model (epoch 7, total_steps 62000) (epoch: 7, iters: 2200, time: 0.452) G_GAN: 2.452 G_GAN_Feat: 11.843 G_VGG: 5.327 F_Flow: 161.973 F_Warp: 2.735 W: 4.722 D_real: 0.832 D_fake: 0.615 (epoch: 7, iters: 2400, time: 0.448) G_GAN: 0.725 G_GAN_Feat: 12.221 G_VGG: 4.834 F_Flow: 161.438 F_Warp: 2.337 W: 5.105 D_real: 0.074 D_fake: 1.332 (epoch: 7, iters: 2600, time: 0.447) G_GAN: 1.994 G_GAN_Feat: 11.204 G_VGG: 4.868 F_Flow: 206.099 F_Warp: 3.369 W: 4.011 D_real: 0.955 D_fake: 0.498 (epoch: 7, iters: 2800, time: 0.447) G_GAN: 1.166 G_GAN_Feat: 11.446 G_VGG: 4.783 F_Flow: 178.305 F_Warp: 2.556 W: 4.801 D_real: 0.341 D_fake: 1.519 (epoch: 7, iters: 3000, time: 0.449) G_GAN: 1.300 G_GAN_Feat: 11.373 G_VGG: 4.643 F_Flow: 151.021 F_Warp: 2.641 W: 4.984 D_real: 0.764 D_fake: 0.809 saving the latest model (epoch 7, total_steps 63000) (epoch: 7, iters: 3200, time: 0.456) G_GAN: 0.948 G_GAN_Feat: 12.049 G_VGG: 4.417 F_Flow: 160.233 F_Warp: 2.220 W: 5.228 D_real: 0.269 D_fake: 1.310 (epoch: 7, iters: 3400, time: 0.446) G_GAN: 1.477 G_GAN_Feat: 11.436 G_VGG: 4.641 F_Flow: 176.637 F_Warp: 2.600 W: 4.864 D_real: 0.387 D_fake: 1.047 (epoch: 7, iters: 3600, time: 0.447) G_GAN: 2.301 G_GAN_Feat: 12.665 G_VGG: 4.686 F_Flow: 192.257 F_Warp: 2.206 W: 5.278 D_real: 0.536 D_fake: 0.570 (epoch: 7, iters: 3800, time: 0.451) G_GAN: 1.959 G_GAN_Feat: 10.846 G_VGG: 4.915 F_Flow: 186.346 F_Warp: 2.481 W: 5.095 D_real: 0.695 D_fake: 0.750 (epoch: 7, iters: 4000, time: 0.451) G_GAN: 1.725 G_GAN_Feat: 10.294 G_VGG: 4.398 F_Flow: 180.974 F_Warp: 2.464 W: 4.870 D_real: 0.873 D_fake: 0.892 saving the latest model (epoch 7, total_steps 64000) (epoch: 7, iters: 4200, time: 0.452) G_GAN: 3.074 G_GAN_Feat: 12.520 G_VGG: 4.839 F_Flow: 162.796 F_Warp: 2.673 W: 4.909 D_real: 1.014 D_fake: 0.146 (epoch: 7, iters: 4400, time: 0.447) G_GAN: 1.794 G_GAN_Feat: 12.370 G_VGG: 5.036 F_Flow: 206.636 F_Warp: 2.945 W: 4.943 D_real: 0.668 D_fake: 0.874 (epoch: 7, iters: 4600, time: 0.455) G_GAN: 0.744 G_GAN_Feat: 11.648 G_VGG: 4.658 F_Flow: 146.021 F_Warp: 2.174 W: 5.058 D_real: 0.068 D_fake: 1.251 (epoch: 7, iters: 4800, time: 0.448) G_GAN: 3.088 G_GAN_Feat: 12.137 G_VGG: 4.814 F_Flow: 161.133 F_Warp: 2.311 W: 5.033 D_real: 1.328 D_fake: 0.149 (epoch: 7, iters: 5000, time: 0.454) G_GAN: 1.520 G_GAN_Feat: 11.680 G_VGG: 4.955 F_Flow: 126.603 F_Warp: 2.352 W: 4.713 D_real: 0.352 D_fake: 0.819 saving the latest model (epoch 7, total_steps 65000) (epoch: 7, iters: 5200, time: 0.452) G_GAN: 2.522 G_GAN_Feat: 10.634 G_VGG: 4.591 F_Flow: 222.813 F_Warp: 2.230 W: 5.259 D_real: 1.158 D_fake: 0.269 (epoch: 7, iters: 5400, time: 0.447) G_GAN: 2.482 G_GAN_Feat: 11.330 G_VGG: 4.363 F_Flow: 164.386 F_Warp: 2.315 W: 4.540 D_real: 1.242 D_fake: 0.178 (epoch: 7, iters: 5600, time: 0.445) G_GAN: 2.742 G_GAN_Feat: 11.165 G_VGG: 5.512 F_Flow: 162.785 F_Warp: 2.220 W: 5.333 D_real: 1.299 D_fake: 0.095 (epoch: 7, iters: 5800, time: 0.443) G_GAN: 2.239 G_GAN_Feat: 11.944 G_VGG: 4.944 F_Flow: 144.896 F_Warp: 2.068 W: 5.133 D_real: 0.743 D_fake: 0.628 (epoch: 7, iters: 6000, time: 0.448) G_GAN: 2.983 G_GAN_Feat: 10.981 G_VGG: 4.609 F_Flow: 136.539 F_Warp: 2.307 W: 5.074 D_real: 1.661 D_fake: 0.142 saving the latest model (epoch 7, total_steps 66000) (epoch: 7, iters: 6200, time: 0.445) G_GAN: 2.435 G_GAN_Feat: 10.780 G_VGG: 4.645 F_Flow: 178.427 F_Warp: 1.841 W: 4.746 D_real: 0.603 D_fake: 0.476 (epoch: 7, iters: 6400, time: 0.449) G_GAN: 0.999 G_GAN_Feat: 10.806 G_VGG: 4.247 F_Flow: 150.131 F_Warp: 1.475 W: 5.606 D_real: 0.342 D_fake: 0.969 (epoch: 7, iters: 6600, time: 0.450) G_GAN: 1.792 G_GAN_Feat: 10.991 G_VGG: 4.681 F_Flow: 139.890 F_Warp: 2.065 W: 5.064 D_real: 0.500 D_fake: 0.466 (epoch: 7, iters: 6800, time: 0.446) G_GAN: 1.653 G_GAN_Feat: 11.241 G_VGG: 4.553 F_Flow: 147.632 F_Warp: 2.311 W: 4.976 D_real: 0.951 D_fake: 0.795 (epoch: 7, iters: 7000, time: 0.445) G_GAN: 2.032 G_GAN_Feat: 12.383 G_VGG: 5.157 F_Flow: 170.299 F_Warp: 2.494 W: 5.206 D_real: 1.020 D_fake: 0.643 saving the latest model (epoch 7, total_steps 67000) (epoch: 7, iters: 7200, time: 0.447) G_GAN: 1.065 G_GAN_Feat: 10.354 G_VGG: 4.512 F_Flow: 221.125 F_Warp: 2.077 W: 5.217 D_real: 0.136 D_fake: 1.765 (epoch: 7, iters: 7400, time: 0.456) G_GAN: 1.825 G_GAN_Feat: 10.209 G_VGG: 4.611 F_Flow: 150.744 F_Warp: 1.607 W: 5.183 D_real: 1.090 D_fake: 0.513 (epoch: 7, iters: 7600, time: 0.450) G_GAN: 2.131 G_GAN_Feat: 10.253 G_VGG: 4.434 F_Flow: 170.732 F_Warp: 1.744 W: 5.264 D_real: 1.200 D_fake: 0.535 (epoch: 7, iters: 7800, time: 0.455) G_GAN: 1.176 G_GAN_Feat: 11.149 G_VGG: 5.012 F_Flow: 174.788 F_Warp: 2.384 W: 5.125 D_real: 0.252 D_fake: 1.302 (epoch: 7, iters: 8000, time: 0.458) G_GAN: 2.436 G_GAN_Feat: 12.593 G_VGG: 4.629 F_Flow: 127.203 F_Warp: 1.935 W: 5.235 D_real: 0.721 D_fake: 0.301 saving the latest model (epoch 7, total_steps 68000) (epoch: 7, iters: 8200, time: 0.449) G_GAN: 2.572 G_GAN_Feat: 11.600 G_VGG: 5.260 F_Flow: 200.410 F_Warp: 2.547 W: 4.990 D_real: 1.034 D_fake: 0.365 (epoch: 7, iters: 8400, time: 0.447) G_GAN: 2.203 G_GAN_Feat: 10.663 G_VGG: 4.762 F_Flow: 169.467 F_Warp: 2.028 W: 5.224 D_real: 1.144 D_fake: 0.497 (epoch: 7, iters: 8600, time: 0.450) G_GAN: 2.729 G_GAN_Feat: 12.632 G_VGG: 4.601 F_Flow: 169.895 F_Warp: 2.505 W: 4.954 D_real: 1.663 D_fake: 0.361 (epoch: 7, iters: 8800, time: 0.450) G_GAN: 1.856 G_GAN_Feat: 10.332 G_VGG: 4.529 F_Flow: 161.176 F_Warp: 2.304 W: 5.252 D_real: 0.820 D_fake: 0.456 (epoch: 7, iters: 9000, time: 0.448) G_GAN: 2.354 G_GAN_Feat: 11.528 G_VGG: 4.993 F_Flow: 176.996 F_Warp: 1.954 W: 5.266 D_real: 1.331 D_fake: 0.377 saving the latest model (epoch 7, total_steps 69000) (epoch: 7, iters: 9200, time: 0.453) G_GAN: 1.839 G_GAN_Feat: 11.777 G_VGG: 4.445 F_Flow: 129.475 F_Warp: 2.179 W: 5.006 D_real: 0.702 D_fake: 0.653 (epoch: 7, iters: 9400, time: 0.454) G_GAN: 2.332 G_GAN_Feat: 10.792 G_VGG: 4.797 F_Flow: 212.032 F_Warp: 2.478 W: 4.949 D_real: 1.089 D_fake: 0.338 (epoch: 7, iters: 9600, time: 0.448) G_GAN: 1.923 G_GAN_Feat: 11.855 G_VGG: 4.881 F_Flow: 168.810 F_Warp: 2.035 W: 5.046 D_real: 0.268 D_fake: 0.858 (epoch: 7, iters: 9800, time: 0.444) G_GAN: 1.856 G_GAN_Feat: 9.682 G_VGG: 4.095 F_Flow: 134.709 F_Warp: 1.737 W: 5.314 D_real: 0.930 D_fake: 0.460 (epoch: 7, iters: 10000, time: 0.449) G_GAN: 1.426 G_GAN_Feat: 11.736 G_VGG: 4.595 F_Flow: 127.536 F_Warp: 1.993 W: 4.595 D_real: 0.401 D_fake: 0.708 saving the latest model (epoch 7, total_steps 70000) End of epoch 7 / 100 Time Taken: 4557 sec (epoch: 8, iters: 200, time: 0.456) G_GAN: 2.589 G_GAN_Feat: 11.763 G_VGG: 5.165 F_Flow: 142.514 F_Warp: 2.102 W: 4.746 D_real: 1.269 D_fake: 0.214 (epoch: 8, iters: 400, time: 0.456) G_GAN: 1.766 G_GAN_Feat: 12.258 G_VGG: 4.800 F_Flow: 177.901 F_Warp: 2.187 W: 5.226 D_real: 0.550 D_fake: 0.679 (epoch: 8, iters: 600, time: 0.447) G_GAN: 1.719 G_GAN_Feat: 11.099 G_VGG: 4.996 F_Flow: 181.601 F_Warp: 2.067 W: 4.845 D_real: 0.629 D_fake: 0.956 (epoch: 8, iters: 800, time: 0.453) G_GAN: 2.358 G_GAN_Feat: 11.670 G_VGG: 4.783 F_Flow: 167.577 F_Warp: 2.069 W: 4.599 D_real: 1.139 D_fake: 0.286 (epoch: 8, iters: 1000, time: 0.452) G_GAN: 1.384 G_GAN_Feat: 11.086 G_VGG: 4.669 F_Flow: 117.352 F_Warp: 1.719 W: 4.654 D_real: 0.313 D_fake: 1.387 saving the latest model (epoch 8, total_steps 71000) (epoch: 8, iters: 1200, time: 0.455) G_GAN: 0.817 G_GAN_Feat: 11.643 G_VGG: 4.866 F_Flow: 138.440 F_Warp: 2.394 W: 4.565 D_real: 0.105 D_fake: 1.722 (epoch: 8, iters: 1400, time: 0.452) G_GAN: 2.544 G_GAN_Feat: 11.105 G_VGG: 5.184 F_Flow: 152.344 F_Warp: 2.173 W: 4.423 D_real: 0.717 D_fake: 0.518 (epoch: 8, iters: 1600, time: 0.450) G_GAN: 3.003 G_GAN_Feat: 11.333 G_VGG: 4.755 F_Flow: 127.108 F_Warp: 2.308 W: 4.844 D_real: 2.397 D_fake: 0.056 (epoch: 8, iters: 1800, time: 0.451) G_GAN: 1.475 G_GAN_Feat: 11.179 G_VGG: 4.607 F_Flow: 211.401 F_Warp: 2.478 W: 5.062 D_real: 0.620 D_fake: 0.914 (epoch: 8, iters: 2000, time: 0.452) G_GAN: 2.115 G_GAN_Feat: 13.113 G_VGG: 5.254 F_Flow: 105.734 F_Warp: 2.404 W: 5.185 D_real: 0.632 D_fake: 0.437 saving the latest model (epoch 8, total_steps 72000) (epoch: 8, iters: 2200, time: 0.449) G_GAN: 1.304 G_GAN_Feat: 11.291 G_VGG: 4.660 F_Flow: 164.690 F_Warp: 2.262 W: 4.508 D_real: 0.283 D_fake: 0.759 (epoch: 8, iters: 2400, time: 0.452) G_GAN: 0.824 G_GAN_Feat: 10.515 G_VGG: 4.779 F_Flow: 162.835 F_Warp: 2.085 W: 4.324 D_real: 0.126 D_fake: 1.889 (epoch: 8, iters: 2600, time: 0.451) G_GAN: 1.557 G_GAN_Feat: 11.354 G_VGG: 4.720 F_Flow: 136.199 F_Warp: 2.417 W: 4.777 D_real: 1.130 D_fake: 0.482 (epoch: 8, iters: 2800, time: 0.450) G_GAN: 1.790 G_GAN_Feat: 11.137 G_VGG: 4.733 F_Flow: 213.641 F_Warp: 2.310 W: 4.770 D_real: 0.686 D_fake: 0.627 (epoch: 8, iters: 3000, time: 0.448) G_GAN: 2.224 G_GAN_Feat: 10.076 G_VGG: 4.887 F_Flow: 155.699 F_Warp: 2.266 W: 4.609 D_real: 1.375 D_fake: 0.270 saving the latest model (epoch 8, total_steps 73000) (epoch: 8, iters: 3200, time: 0.447) G_GAN: 1.641 G_GAN_Feat: 11.074 G_VGG: 4.540 F_Flow: 129.573 F_Warp: 1.994 W: 4.635 D_real: 0.790 D_fake: 0.867 (epoch: 8, iters: 3400, time: 0.453) G_GAN: 1.587 G_GAN_Feat: 11.303 G_VGG: 4.984 F_Flow: 123.724 F_Warp: 2.007 W: 4.341 D_real: 0.635 D_fake: 0.728 (epoch: 8, iters: 3600, time: 0.449) G_GAN: 2.133 G_GAN_Feat: 9.781 G_VGG: 4.302 F_Flow: 153.164 F_Warp: 1.821 W: 3.864 D_real: 1.254 D_fake: 0.469 (epoch: 8, iters: 3800, time: 0.450) G_GAN: 1.656 G_GAN_Feat: 11.622 G_VGG: 4.888 F_Flow: 157.330 F_Warp: 2.459 W: 4.898 D_real: 0.287 D_fake: 0.865 (epoch: 8, iters: 4000, time: 0.446) G_GAN: 1.394 G_GAN_Feat: 10.381 G_VGG: 4.370 F_Flow: 130.952 F_Warp: 1.682 W: 3.639 D_real: 0.467 D_fake: 0.845 saving the latest model (epoch 8, total_steps 74000) (epoch: 8, iters: 4200, time: 0.454) G_GAN: 0.961 G_GAN_Feat: 11.933 G_VGG: 5.303 F_Flow: 220.841 F_Warp: 3.007 W: 5.334 D_real: 0.130 D_fake: 1.638 (epoch: 8, iters: 4400, time: 0.448) G_GAN: 1.093 G_GAN_Feat: 11.350 G_VGG: 4.501 F_Flow: 179.245 F_Warp: 2.053 W: 4.459 D_real: 0.386 D_fake: 1.436 (epoch: 8, iters: 4600, time: 0.448) G_GAN: 2.284 G_GAN_Feat: 11.027 G_VGG: 4.447 F_Flow: 137.857 F_Warp: 2.384 W: 4.901 D_real: 1.084 D_fake: 0.626 (epoch: 8, iters: 4800, time: 0.452) G_GAN: 1.694 G_GAN_Feat: 10.869 G_VGG: 4.336 F_Flow: 146.873 F_Warp: 1.788 W: 4.113 D_real: 0.842 D_fake: 0.653 (epoch: 8, iters: 5000, time: 0.451) G_GAN: 1.808 G_GAN_Feat: 10.918 G_VGG: 4.815 F_Flow: 156.762 F_Warp: 2.086 W: 4.532 D_real: 1.286 D_fake: 0.597 saving the latest model (epoch 8, total_steps 75000) (epoch: 8, iters: 5200, time: 0.451) G_GAN: 2.011 G_GAN_Feat: 10.622 G_VGG: 5.093 F_Flow: 200.824 F_Warp: 2.376 W: 4.736 D_real: 0.825 D_fake: 0.669 (epoch: 8, iters: 5400, time: 0.455) G_GAN: 2.283 G_GAN_Feat: 10.504 G_VGG: 4.575 F_Flow: 206.174 F_Warp: 2.220 W: 4.366 D_real: 1.054 D_fake: 0.231 (epoch: 8, iters: 5600, time: 0.449) G_GAN: 1.173 G_GAN_Feat: 11.241 G_VGG: 4.635 F_Flow: 169.402 F_Warp: 2.829 W: 5.124 D_real: 0.272 D_fake: 1.368 (epoch: 8, iters: 5800, time: 0.447) G_GAN: 1.513 G_GAN_Feat: 10.578 G_VGG: 4.364 F_Flow: 150.955 F_Warp: 1.918 W: 4.276 D_real: 0.409 D_fake: 0.628 (epoch: 8, iters: 6000, time: 0.453) G_GAN: 1.482 G_GAN_Feat: 10.368 G_VGG: 4.856 F_Flow: 127.030 F_Warp: 1.819 W: 3.922 D_real: 1.043 D_fake: 0.876 saving the latest model (epoch 8, total_steps 76000) (epoch: 8, iters: 6200, time: 0.449) G_GAN: 2.457 G_GAN_Feat: 11.193 G_VGG: 4.635 F_Flow: 115.550 F_Warp: 1.999 W: 4.073 D_real: 1.108 D_fake: 0.485 (epoch: 8, iters: 6400, time: 0.453) G_GAN: 2.091 G_GAN_Feat: 9.826 G_VGG: 4.321 F_Flow: 142.004 F_Warp: 1.662 W: 3.854 D_real: 1.336 D_fake: 0.545 (epoch: 8, iters: 6600, time: 0.455) G_GAN: 1.209 G_GAN_Feat: 10.319 G_VGG: 4.535 F_Flow: 122.157 F_Warp: 1.991 W: 4.319 D_real: 0.602 D_fake: 0.986 (epoch: 8, iters: 6800, time: 0.451) G_GAN: 1.486 G_GAN_Feat: 11.523 G_VGG: 4.871 F_Flow: 136.012 F_Warp: 2.399 W: 4.768 D_real: 0.598 D_fake: 0.865 (epoch: 8, iters: 7000, time: 0.447) G_GAN: 1.212 G_GAN_Feat: 10.326 G_VGG: 4.554 F_Flow: 140.892 F_Warp: 2.300 W: 4.557 D_real: 0.472 D_fake: 1.221 saving the latest model (epoch 8, total_steps 77000) (epoch: 8, iters: 7200, time: 0.450) G_GAN: 2.736 G_GAN_Feat: 10.955 G_VGG: 4.215 F_Flow: 160.186 F_Warp: 2.041 W: 4.295 D_real: 1.485 D_fake: 0.149 (epoch: 8, iters: 7400, time: 0.442) G_GAN: 1.134 G_GAN_Feat: 11.315 G_VGG: 4.417 F_Flow: 117.158 F_Warp: 1.785 W: 4.122 D_real: 0.687 D_fake: 1.221 (epoch: 8, iters: 7600, time: 0.451) G_GAN: 1.632 G_GAN_Feat: 11.884 G_VGG: 5.675 F_Flow: 150.249 F_Warp: 2.586 W: 5.018 D_real: 0.877 D_fake: 0.876 (epoch: 8, iters: 7800, time: 0.445) G_GAN: 2.367 G_GAN_Feat: 10.371 G_VGG: 4.456 F_Flow: 147.589 F_Warp: 1.961 W: 4.239 D_real: 1.513 D_fake: 0.168 (epoch: 8, iters: 8000, time: 0.449) G_GAN: 2.388 G_GAN_Feat: 10.652 G_VGG: 4.845 F_Flow: 150.029 F_Warp: 2.187 W: 4.315 D_real: 1.395 D_fake: 0.414 saving the latest model (epoch 8, total_steps 78000) (epoch: 8, iters: 8200, time: 0.450) G_GAN: 2.395 G_GAN_Feat: 9.927 G_VGG: 4.447 F_Flow: 117.252 F_Warp: 1.706 W: 3.956 D_real: 1.708 D_fake: 0.115 (epoch: 8, iters: 8400, time: 0.446) G_GAN: 1.729 G_GAN_Feat: 10.216 G_VGG: 4.272 F_Flow: 120.137 F_Warp: 1.823 W: 3.880 D_real: 0.412 D_fake: 1.021 (epoch: 8, iters: 8600, time: 0.449) G_GAN: 1.334 G_GAN_Feat: 10.957 G_VGG: 5.274 F_Flow: 138.813 F_Warp: 2.238 W: 4.534 D_real: 0.611 D_fake: 0.741 (epoch: 8, iters: 8800, time: 0.450) G_GAN: 2.709 G_GAN_Feat: 9.599 G_VGG: 4.352 F_Flow: 130.452 F_Warp: 1.671 W: 3.826 D_real: 1.328 D_fake: 0.275 (epoch: 8, iters: 9000, time: 0.451) G_GAN: 1.816 G_GAN_Feat: 10.941 G_VGG: 4.318 F_Flow: 148.203 F_Warp: 2.022 W: 4.255 D_real: 0.982 D_fake: 0.483 saving the latest model (epoch 8, total_steps 79000) (epoch: 8, iters: 9200, time: 0.451) G_GAN: 1.041 G_GAN_Feat: 10.080 G_VGG: 4.380 F_Flow: 133.083 F_Warp: 1.997 W: 4.324 D_real: 0.523 D_fake: 1.384 (epoch: 8, iters: 9400, time: 0.447) G_GAN: 1.595 G_GAN_Feat: 9.760 G_VGG: 4.424 F_Flow: 156.891 F_Warp: 1.597 W: 3.636 D_real: 0.601 D_fake: 0.842 (epoch: 8, iters: 9600, time: 0.449) G_GAN: 2.407 G_GAN_Feat: 11.771 G_VGG: 4.644 F_Flow: 123.443 F_Warp: 2.374 W: 4.452 D_real: 1.046 D_fake: 0.449 (epoch: 8, iters: 9800, time: 0.450) G_GAN: 1.266 G_GAN_Feat: 10.937 G_VGG: 4.520 F_Flow: 122.119 F_Warp: 2.004 W: 4.473 D_real: 0.450 D_fake: 1.094 (epoch: 8, iters: 10000, time: 0.453) G_GAN: 0.915 G_GAN_Feat: 10.510 G_VGG: 4.680 F_Flow: 132.716 F_Warp: 2.074 W: 4.345 D_real: 0.427 D_fake: 1.016 saving the latest model (epoch 8, total_steps 80000) End of epoch 8 / 100 Time Taken: 4566 sec (epoch: 9, iters: 200, time: 0.454) G_GAN: 2.765 G_GAN_Feat: 10.791 G_VGG: 4.578 F_Flow: 179.043 F_Warp: 1.802 W: 3.991 D_real: 1.361 D_fake: 0.290 (epoch: 9, iters: 400, time: 0.448) G_GAN: 1.476 G_GAN_Feat: 10.563 G_VGG: 4.790 F_Flow: 148.947 F_Warp: 2.080 W: 4.323 D_real: 0.786 D_fake: 0.943 (epoch: 9, iters: 600, time: 0.448) G_GAN: 1.197 G_GAN_Feat: 11.122 G_VGG: 4.848 F_Flow: 159.155 F_Warp: 2.751 W: 5.256 D_real: 0.451 D_fake: 1.078 (epoch: 9, iters: 800, time: 0.444) G_GAN: 1.339 G_GAN_Feat: 10.464 G_VGG: 4.521 F_Flow: 146.820 F_Warp: 2.020 W: 4.084 D_real: 0.744 D_fake: 1.143 (epoch: 9, iters: 1000, time: 0.449) G_GAN: 0.748 G_GAN_Feat: 11.410 G_VGG: 4.690 F_Flow: 187.668 F_Warp: 2.118 W: 4.688 D_real: 0.180 D_fake: 1.454 saving the latest model (epoch 9, total_steps 81000) (epoch: 9, iters: 1200, time: 0.442) G_GAN: 1.953 G_GAN_Feat: 11.100 G_VGG: 4.740 F_Flow: 125.941 F_Warp: 1.999 W: 4.291 D_real: 0.883 D_fake: 0.690 (epoch: 9, iters: 1400, time: 0.444) G_GAN: 2.517 G_GAN_Feat: 10.814 G_VGG: 4.998 F_Flow: 131.614 F_Warp: 2.347 W: 4.807 D_real: 1.078 D_fake: 0.360 (epoch: 9, iters: 1600, time: 0.447) G_GAN: 1.928 G_GAN_Feat: 11.355 G_VGG: 4.749 F_Flow: 147.350 F_Warp: 2.059 W: 4.571 D_real: 0.540 D_fake: 0.768 (epoch: 9, iters: 1800, time: 0.440) G_GAN: 0.936 G_GAN_Feat: 10.027 G_VGG: 4.451 F_Flow: 137.019 F_Warp: 1.913 W: 4.170 D_real: 0.344 D_fake: 1.334 (epoch: 9, iters: 2000, time: 0.442) G_GAN: 2.571 G_GAN_Feat: 10.807 G_VGG: 5.045 F_Flow: 124.106 F_Warp: 2.026 W: 4.486 D_real: 1.324 D_fake: 0.329 saving the latest model (epoch 9, total_steps 82000) (epoch: 9, iters: 2200, time: 0.444) G_GAN: 2.011 G_GAN_Feat: 9.895 G_VGG: 4.463 F_Flow: 124.380 F_Warp: 1.676 W: 3.950 D_real: 1.264 D_fake: 0.438 (epoch: 9, iters: 2400, time: 0.442) G_GAN: 2.014 G_GAN_Feat: 10.277 G_VGG: 4.697 F_Flow: 155.094 F_Warp: 1.943 W: 4.105 D_real: 0.709 D_fake: 0.393 (epoch: 9, iters: 2600, time: 0.442) G_GAN: 2.056 G_GAN_Feat: 9.792 G_VGG: 4.189 F_Flow: 130.811 F_Warp: 1.721 W: 3.812 D_real: 0.795 D_fake: 0.837 (epoch: 9, iters: 2800, time: 0.441) G_GAN: 1.921 G_GAN_Feat: 10.944 G_VGG: 4.934 F_Flow: 126.583 F_Warp: 1.944 W: 4.047 D_real: 0.657 D_fake: 0.553 (epoch: 9, iters: 3000, time: 0.442) G_GAN: 1.807 G_GAN_Feat: 11.060 G_VGG: 5.570 F_Flow: 172.409 F_Warp: 2.186 W: 4.236 D_real: 0.762 D_fake: 0.736 saving the latest model (epoch 9, total_steps 83000) (epoch: 9, iters: 3200, time: 0.438) G_GAN: 2.109 G_GAN_Feat: 10.583 G_VGG: 4.439 F_Flow: 177.228 F_Warp: 1.729 W: 4.249 D_real: 1.318 D_fake: 0.484 (epoch: 9, iters: 3400, time: 0.442) G_GAN: 2.031 G_GAN_Feat: 11.320 G_VGG: 4.395 F_Flow: 178.051 F_Warp: 2.063 W: 4.299 D_real: 1.374 D_fake: 0.501 (epoch: 9, iters: 3600, time: 0.440) G_GAN: 1.844 G_GAN_Feat: 12.177 G_VGG: 4.852 F_Flow: 123.357 F_Warp: 2.142 W: 4.764 D_real: 0.793 D_fake: 0.738 (epoch: 9, iters: 3800, time: 0.442) G_GAN: 1.884 G_GAN_Feat: 10.261 G_VGG: 4.731 F_Flow: 144.385 F_Warp: 1.832 W: 4.009 D_real: 0.817 D_fake: 0.481 (epoch: 9, iters: 4000, time: 0.440) G_GAN: 2.488 G_GAN_Feat: 10.627 G_VGG: 4.531 F_Flow: 162.584 F_Warp: 1.928 W: 4.037 D_real: 1.430 D_fake: 0.398 saving the latest model (epoch 9, total_steps 84000) (epoch: 9, iters: 4200, time: 0.443) G_GAN: 1.847 G_GAN_Feat: 10.770 G_VGG: 5.016 F_Flow: 140.839 F_Warp: 2.509 W: 4.791 D_real: 0.776 D_fake: 0.772 (epoch: 9, iters: 4400, time: 0.443) G_GAN: 1.834 G_GAN_Feat: 11.037 G_VGG: 4.590 F_Flow: 129.700 F_Warp: 1.846 W: 3.921 D_real: 0.725 D_fake: 0.789 (epoch: 9, iters: 4600, time: 0.441) G_GAN: 0.477 G_GAN_Feat: 10.718 G_VGG: 4.540 F_Flow: 170.521 F_Warp: 2.240 W: 4.526 D_real: 0.150 D_fake: 1.609 (epoch: 9, iters: 4800, time: 0.437) G_GAN: 1.566 G_GAN_Feat: 9.965 G_VGG: 4.530 F_Flow: 147.041 F_Warp: 1.590 W: 3.784 D_real: 0.626 D_fake: 0.528 (epoch: 9, iters: 5000, time: 0.439) G_GAN: 2.360 G_GAN_Feat: 10.124 G_VGG: 4.632 F_Flow: 130.856 F_Warp: 1.914 W: 3.976 D_real: 1.393 D_fake: 0.428 saving the latest model (epoch 9, total_steps 85000) (epoch: 9, iters: 5200, time: 0.433) G_GAN: 1.910 G_GAN_Feat: 10.831 G_VGG: 4.792 F_Flow: 143.709 F_Warp: 2.301 W: 4.676 D_real: 0.853 D_fake: 0.465 (epoch: 9, iters: 5400, time: 0.436) G_GAN: 2.088 G_GAN_Feat: 9.894 G_VGG: 4.705 F_Flow: 155.608 F_Warp: 2.291 W: 4.803 D_real: 1.222 D_fake: 0.393 (epoch: 9, iters: 5600, time: 0.437) G_GAN: 1.748 G_GAN_Feat: 9.932 G_VGG: 4.513 F_Flow: 125.657 F_Warp: 1.702 W: 4.098 D_real: 1.102 D_fake: 0.586 (epoch: 9, iters: 5800, time: 0.444) G_GAN: 1.678 G_GAN_Feat: 10.004 G_VGG: 4.640 F_Flow: 143.565 F_Warp: 1.725 W: 3.913 D_real: 0.934 D_fake: 0.769 (epoch: 9, iters: 6000, time: 0.441) G_GAN: 1.620 G_GAN_Feat: 10.424 G_VGG: 4.828 F_Flow: 133.171 F_Warp: 2.194 W: 4.534 D_real: 0.806 D_fake: 0.761 saving the latest model (epoch 9, total_steps 86000) (epoch: 9, iters: 6200, time: 0.438) G_GAN: 0.782 G_GAN_Feat: 10.679 G_VGG: 4.638 F_Flow: 132.762 F_Warp: 2.037 W: 4.528 D_real: 0.186 D_fake: 1.272 (epoch: 9, iters: 6400, time: 0.443) G_GAN: 1.344 G_GAN_Feat: 10.840 G_VGG: 4.362 F_Flow: 126.028 F_Warp: 1.642 W: 4.068 D_real: 0.272 D_fake: 0.978 (epoch: 9, iters: 6600, time: 0.440) G_GAN: 2.186 G_GAN_Feat: 9.292 G_VGG: 4.630 F_Flow: 148.710 F_Warp: 1.464 W: 3.491 D_real: 1.499 D_fake: 0.430 (epoch: 9, iters: 6800, time: 0.437) G_GAN: 2.002 G_GAN_Feat: 10.401 G_VGG: 4.650 F_Flow: 126.121 F_Warp: 1.814 W: 4.033 D_real: 0.768 D_fake: 0.661 (epoch: 9, iters: 7000, time: 0.438) G_GAN: 1.318 G_GAN_Feat: 11.013 G_VGG: 4.541 F_Flow: 139.700 F_Warp: 2.158 W: 4.429 D_real: 0.326 D_fake: 0.909 saving the latest model (epoch 9, total_steps 87000) (epoch: 9, iters: 7200, time: 0.438) G_GAN: 0.765 G_GAN_Feat: 9.949 G_VGG: 4.539 F_Flow: 187.049 F_Warp: 2.095 W: 4.371 D_real: 0.338 D_fake: 1.178 (epoch: 9, iters: 7400, time: 0.438) G_GAN: 1.605 G_GAN_Feat: 10.586 G_VGG: 4.603 F_Flow: 155.898 F_Warp: 1.931 W: 4.235 D_real: 0.630 D_fake: 0.742 (epoch: 9, iters: 7600, time: 0.438) G_GAN: 1.360 G_GAN_Feat: 10.952 G_VGG: 4.929 F_Flow: 177.612 F_Warp: 2.413 W: 4.863 D_real: 0.646 D_fake: 0.654 (epoch: 9, iters: 7800, time: 0.439) G_GAN: 2.517 G_GAN_Feat: 10.280 G_VGG: 4.323 F_Flow: 177.749 F_Warp: 1.826 W: 3.660 D_real: 1.343 D_fake: 0.213 (epoch: 9, iters: 8000, time: 0.439) G_GAN: 2.221 G_GAN_Feat: 10.055 G_VGG: 4.374 F_Flow: 155.452 F_Warp: 1.969 W: 4.302 D_real: 1.348 D_fake: 0.518 saving the latest model (epoch 9, total_steps 88000) (epoch: 9, iters: 8200, time: 0.435) G_GAN: 2.395 G_GAN_Feat: 10.884 G_VGG: 4.671 F_Flow: 164.799 F_Warp: 2.262 W: 4.792 D_real: 1.217 D_fake: 0.223 (epoch: 9, iters: 8400, time: 0.436) G_GAN: 2.019 G_GAN_Feat: 11.182 G_VGG: 4.578 F_Flow: 107.993 F_Warp: 1.794 W: 4.089 D_real: 1.176 D_fake: 0.654 (epoch: 9, iters: 8600, time: 0.441) G_GAN: 1.387 G_GAN_Feat: 10.674 G_VGG: 4.630 F_Flow: 122.755 F_Warp: 2.441 W: 4.753 D_real: 0.285 D_fake: 1.243 (epoch: 9, iters: 8800, time: 0.439) G_GAN: 1.172 G_GAN_Feat: 10.527 G_VGG: 4.443 F_Flow: 112.390 F_Warp: 1.680 W: 3.755 D_real: 0.408 D_fake: 1.321 (epoch: 9, iters: 9000, time: 0.437) G_GAN: 0.982 G_GAN_Feat: 10.681 G_VGG: 4.205 F_Flow: 141.190 F_Warp: 1.876 W: 4.212 D_real: 0.295 D_fake: 1.216 saving the latest model (epoch 9, total_steps 89000) (epoch: 9, iters: 9200, time: 0.437) G_GAN: 2.504 G_GAN_Feat: 11.486 G_VGG: 4.672 F_Flow: 136.312 F_Warp: 2.206 W: 4.487 D_real: 1.485 D_fake: 0.198 (epoch: 9, iters: 9400, time: 0.439) G_GAN: 1.210 G_GAN_Feat: 10.320 G_VGG: 4.732 F_Flow: 147.741 F_Warp: 1.821 W: 3.853 D_real: 0.577 D_fake: 1.375 (epoch: 9, iters: 9600, time: 0.436) G_GAN: 1.042 G_GAN_Feat: 11.093 G_VGG: 4.560 F_Flow: 141.355 F_Warp: 2.503 W: 4.825 D_real: 0.348 D_fake: 1.115 (epoch: 9, iters: 9800, time: 0.438) G_GAN: 1.001 G_GAN_Feat: 10.886 G_VGG: 4.448 F_Flow: 113.372 F_Warp: 2.016 W: 4.311 D_real: 0.302 D_fake: 1.239 (epoch: 9, iters: 10000, time: 0.438) G_GAN: 1.142 G_GAN_Feat: 10.819 G_VGG: 4.481 F_Flow: 127.027 F_Warp: 1.817 W: 4.189 D_real: 0.506 D_fake: 1.090 saving the latest model (epoch 9, total_steps 90000) End of epoch 9 / 100 Time Taken: 4474 sec (epoch: 10, iters: 200, time: 0.456) G_GAN: 2.599 G_GAN_Feat: 9.386 G_VGG: 4.443 F_Flow: 155.322 F_Warp: 1.885 W: 4.004 D_real: 1.478 D_fake: 0.196 (epoch: 10, iters: 400, time: 0.447) G_GAN: 1.998 G_GAN_Feat: 9.476 G_VGG: 4.446 F_Flow: 167.251 F_Warp: 1.704 W: 3.749 D_real: 1.062 D_fake: 0.660 (epoch: 10, iters: 600, time: 0.446) G_GAN: 0.890 G_GAN_Feat: 10.391 G_VGG: 4.992 F_Flow: 179.493 F_Warp: 2.217 W: 4.357 D_real: 0.233 D_fake: 1.441 (epoch: 10, iters: 800, time: 0.445) G_GAN: 2.057 G_GAN_Feat: 10.185 G_VGG: 5.107 F_Flow: 193.736 F_Warp: 2.090 W: 4.511 D_real: 1.247 D_fake: 0.509 (epoch: 10, iters: 1000, time: 0.449) G_GAN: 2.050 G_GAN_Feat: 10.243 G_VGG: 4.039 F_Flow: 169.111 F_Warp: 1.853 W: 3.900 D_real: 0.894 D_fake: 0.594 saving the latest model (epoch 10, total_steps 91000) (epoch: 10, iters: 1200, time: 0.439) G_GAN: 1.672 G_GAN_Feat: 11.023 G_VGG: 4.596 F_Flow: 125.214 F_Warp: 2.023 W: 4.423 D_real: 0.761 D_fake: 0.813 (epoch: 10, iters: 1400, time: 0.445) G_GAN: 1.362 G_GAN_Feat: 12.090 G_VGG: 4.741 F_Flow: 166.016 F_Warp: 2.835 W: 5.608 D_real: 0.657 D_fake: 0.905 (epoch: 10, iters: 1600, time: 0.442) G_GAN: 1.975 G_GAN_Feat: 11.115 G_VGG: 4.598 F_Flow: 156.194 F_Warp: 2.197 W: 4.303 D_real: 0.811 D_fake: 0.644 (epoch: 10, iters: 1800, time: 0.443) G_GAN: 2.214 G_GAN_Feat: 10.922 G_VGG: 4.673 F_Flow: 126.012 F_Warp: 2.209 W: 4.294 D_real: 0.714 D_fake: 0.419 (epoch: 10, iters: 2000, time: 0.445) G_GAN: 1.917 G_GAN_Feat: 10.351 G_VGG: 4.939 F_Flow: 113.852 F_Warp: 2.190 W: 4.492 D_real: 1.137 D_fake: 0.789 saving the latest model (epoch 10, total_steps 92000) (epoch: 10, iters: 2200, time: 0.451) G_GAN: 1.048 G_GAN_Feat: 11.296 G_VGG: 4.933 F_Flow: 148.901 F_Warp: 2.170 W: 4.476 D_real: 0.317 D_fake: 1.316 (epoch: 10, iters: 2400, time: 0.443) G_GAN: 1.377 G_GAN_Feat: 9.972 G_VGG: 4.089 F_Flow: 116.674 F_Warp: 1.447 W: 3.352 D_real: 0.254 D_fake: 1.332 (epoch: 10, iters: 2600, time: 0.446) G_GAN: 2.196 G_GAN_Feat: 11.113 G_VGG: 5.043 F_Flow: 172.671 F_Warp: 2.539 W: 4.932 D_real: 1.008 D_fake: 0.595 (epoch: 10, iters: 2800, time: 0.447) G_GAN: 2.195 G_GAN_Feat: 11.264 G_VGG: 4.915 F_Flow: 124.451 F_Warp: 1.933 W: 4.236 D_real: 0.500 D_fake: 0.611 (epoch: 10, iters: 3000, time: 0.446) G_GAN: 1.024 G_GAN_Feat: 11.684 G_VGG: 5.446 F_Flow: 115.521 F_Warp: 2.967 W: 5.489 D_real: 0.186 D_fake: 1.463 saving the latest model (epoch 10, total_steps 93000) (epoch: 10, iters: 3200, time: 0.444) G_GAN: 1.995 G_GAN_Feat: 10.692 G_VGG: 5.636 F_Flow: 152.546 F_Warp: 2.368 W: 4.540 D_real: 0.748 D_fake: 0.529 (epoch: 10, iters: 3400, time: 0.447) G_GAN: 1.624 G_GAN_Feat: 10.238 G_VGG: 4.248 F_Flow: 151.388 F_Warp: 1.885 W: 4.252 D_real: 1.028 D_fake: 0.668 (epoch: 10, iters: 3600, time: 0.448) G_GAN: 1.237 G_GAN_Feat: 10.339 G_VGG: 4.956 F_Flow: 134.892 F_Warp: 1.876 W: 4.244 D_real: 0.389 D_fake: 1.393 (epoch: 10, iters: 3800, time: 0.445) G_GAN: 1.423 G_GAN_Feat: 11.111 G_VGG: 5.174 F_Flow: 114.853 F_Warp: 2.092 W: 4.283 D_real: 0.359 D_fake: 1.187 (epoch: 10, iters: 4000, time: 0.451) G_GAN: 1.883 G_GAN_Feat: 11.215 G_VGG: 4.723 F_Flow: 152.083 F_Warp: 2.399 W: 4.648 D_real: 0.769 D_fake: 0.790 saving the latest model (epoch 10, total_steps 94000) (epoch: 10, iters: 4200, time: 0.445) G_GAN: 1.486 G_GAN_Feat: 10.434 G_VGG: 5.002 F_Flow: 141.387 F_Warp: 1.856 W: 4.051 D_real: 0.565 D_fake: 0.846 (epoch: 10, iters: 4400, time: 0.446) G_GAN: 1.496 G_GAN_Feat: 11.304 G_VGG: 4.520 F_Flow: 120.195 F_Warp: 2.015 W: 4.445 D_real: 0.510 D_fake: 0.892 (epoch: 10, iters: 4600, time: 0.446) G_GAN: 0.847 G_GAN_Feat: 10.826 G_VGG: 4.769 F_Flow: 123.634 F_Warp: 1.906 W: 4.299 D_real: 0.170 D_fake: 1.291 (epoch: 10, iters: 4800, time: 0.447) G_GAN: 0.997 G_GAN_Feat: 11.357 G_VGG: 5.214 F_Flow: 124.447 F_Warp: 2.315 W: 4.531 D_real: 0.283 D_fake: 1.158 (epoch: 10, iters: 5000, time: 0.446) G_GAN: 1.090 G_GAN_Feat: 10.129 G_VGG: 4.669 F_Flow: 155.422 F_Warp: 2.068 W: 4.436 D_real: 0.233 D_fake: 1.316 saving the latest model (epoch 10, total_steps 95000) (epoch: 10, iters: 5200, time: 0.445) G_GAN: 1.874 G_GAN_Feat: 9.943 G_VGG: 4.651 F_Flow: 124.049 F_Warp: 1.646 W: 3.727 D_real: 0.577 D_fake: 0.491 (epoch: 10, iters: 5400, time: 0.449) G_GAN: 1.758 G_GAN_Feat: 10.487 G_VGG: 5.005 F_Flow: 136.159 F_Warp: 2.123 W: 4.301 D_real: 0.563 D_fake: 0.857 (epoch: 10, iters: 5600, time: 0.445) G_GAN: 1.934 G_GAN_Feat: 10.381 G_VGG: 4.356 F_Flow: 120.201 F_Warp: 1.932 W: 4.245 D_real: 1.275 D_fake: 0.459 (epoch: 10, iters: 5800, time: 0.446) G_GAN: 2.493 G_GAN_Feat: 10.907 G_VGG: 4.783 F_Flow: 143.604 F_Warp: 1.836 W: 4.077 D_real: 1.505 D_fake: 0.135 (epoch: 10, iters: 6000, time: 0.443) G_GAN: 1.388 G_GAN_Feat: 11.004 G_VGG: 4.490 F_Flow: 128.116 F_Warp: 1.802 W: 4.128 D_real: 0.738 D_fake: 1.051 saving the latest model (epoch 10, total_steps 96000) (epoch: 10, iters: 6200, time: 0.447) G_GAN: 1.887 G_GAN_Feat: 9.911 G_VGG: 4.876 F_Flow: 130.665 F_Warp: 1.976 W: 4.278 D_real: 1.101 D_fake: 0.602 (epoch: 10, iters: 6400, time: 0.448) G_GAN: 1.862 G_GAN_Feat: 9.969 G_VGG: 4.627 F_Flow: 139.927 F_Warp: 1.976 W: 4.262 D_real: 1.117 D_fake: 0.562 (epoch: 10, iters: 6600, time: 0.443) G_GAN: 1.311 G_GAN_Feat: 10.142 G_VGG: 4.455 F_Flow: 184.149 F_Warp: 2.222 W: 4.611 D_real: 0.577 D_fake: 0.979 (epoch: 10, iters: 6800, time: 0.449) G_GAN: 2.071 G_GAN_Feat: 10.635 G_VGG: 4.650 F_Flow: 161.193 F_Warp: 2.265 W: 4.496 D_real: 1.163 D_fake: 0.343 (epoch: 10, iters: 7000, time: 0.447) G_GAN: 1.757 G_GAN_Feat: 10.196 G_VGG: 4.735 F_Flow: 135.438 F_Warp: 1.610 W: 3.634 D_real: 1.090 D_fake: 0.604 saving the latest model (epoch 10, total_steps 97000) (epoch: 10, iters: 7200, time: 0.446) G_GAN: 2.063 G_GAN_Feat: 10.925 G_VGG: 4.540 F_Flow: 152.658 F_Warp: 1.677 W: 3.806 D_real: 0.817 D_fake: 0.369 (epoch: 10, iters: 7400, time: 0.449) G_GAN: 2.647 G_GAN_Feat: 10.088 G_VGG: 4.767 F_Flow: 144.734 F_Warp: 2.140 W: 4.355 D_real: 1.496 D_fake: 0.309 (epoch: 10, iters: 7600, time: 0.446) G_GAN: 2.225 G_GAN_Feat: 11.207 G_VGG: 5.477 F_Flow: 115.051 F_Warp: 2.546 W: 4.818 D_real: 1.295 D_fake: 0.381 (epoch: 10, iters: 7800, time: 0.448) G_GAN: 2.469 G_GAN_Feat: 12.171 G_VGG: 5.121 F_Flow: 113.309 F_Warp: 2.304 W: 4.499 D_real: 1.003 D_fake: 0.275 (epoch: 10, iters: 8000, time: 0.445) G_GAN: 0.789 G_GAN_Feat: 11.157 G_VGG: 5.452 F_Flow: 127.439 F_Warp: 2.280 W: 4.666 D_real: 0.054 D_fake: 1.890 saving the latest model (epoch 10, total_steps 98000) (epoch: 10, iters: 8200, time: 0.450) G_GAN: 2.384 G_GAN_Feat: 9.654 G_VGG: 4.694 F_Flow: 155.011 F_Warp: 2.099 W: 4.571 D_real: 1.388 D_fake: 0.149 (epoch: 10, iters: 8400, time: 0.445) G_GAN: 0.891 G_GAN_Feat: 10.213 G_VGG: 4.980 F_Flow: 127.467 F_Warp: 2.320 W: 4.602 D_real: 0.206 D_fake: 1.152 (epoch: 10, iters: 8600, time: 0.442) G_GAN: 1.444 G_GAN_Feat: 10.253 G_VGG: 4.549 F_Flow: 133.461 F_Warp: 1.940 W: 4.149 D_real: 0.645 D_fake: 0.721 (epoch: 10, iters: 8800, time: 0.445) G_GAN: 1.198 G_GAN_Feat: 10.200 G_VGG: 4.659 F_Flow: 109.557 F_Warp: 1.793 W: 4.182 D_real: 0.489 D_fake: 0.869 (epoch: 10, iters: 9000, time: 0.444) G_GAN: 1.675 G_GAN_Feat: 10.453 G_VGG: 4.197 F_Flow: 120.805 F_Warp: 1.465 W: 3.692 D_real: 0.645 D_fake: 0.657 saving the latest model (epoch 10, total_steps 99000) (epoch: 10, iters: 9200, time: 0.445) G_GAN: 1.725 G_GAN_Feat: 9.996 G_VGG: 4.373 F_Flow: 117.802 F_Warp: 1.589 W: 3.459 D_real: 0.917 D_fake: 0.474 (epoch: 10, iters: 9400, time: 0.442) G_GAN: 1.415 G_GAN_Feat: 9.432 G_VGG: 4.395 F_Flow: 114.446 F_Warp: 1.770 W: 4.094 D_real: 1.035 D_fake: 0.548 (epoch: 10, iters: 9600, time: 0.449) G_GAN: 1.359 G_GAN_Feat: 10.154 G_VGG: 4.773 F_Flow: 115.046 F_Warp: 1.980 W: 4.174 D_real: 0.455 D_fake: 0.918 (epoch: 10, iters: 9800, time: 0.444) G_GAN: 2.341 G_GAN_Feat: 10.782 G_VGG: 4.511 F_Flow: 98.197 F_Warp: 1.840 W: 3.864 D_real: 1.026 D_fake: 0.381 (epoch: 10, iters: 10000, time: 0.436) G_GAN: 2.074 G_GAN_Feat: 10.641 G_VGG: 4.509 F_Flow: 102.491 F_Warp: 1.786 W: 3.949 D_real: 0.884 D_fake: 0.476 saving the latest model (epoch 10, total_steps 100000) End of epoch 10 / 100 Time Taken: 4532 sec saving the model at the end of epoch 10, iters 100000 (epoch: 11, iters: 200, time: 0.461) G_GAN: 1.984 G_GAN_Feat: 11.737 G_VGG: 5.065 F_Flow: 133.907 F_Warp: 2.417 W: 4.664 D_real: 0.544 D_fake: 0.560 (epoch: 11, iters: 400, time: 0.452) G_GAN: 2.522 G_GAN_Feat: 9.810 G_VGG: 4.653 F_Flow: 185.318 F_Warp: 2.594 W: 5.148 D_real: 1.488 D_fake: 0.148 (epoch: 11, iters: 600, time: 0.448) G_GAN: 1.648 G_GAN_Feat: 10.411 G_VGG: 4.564 F_Flow: 194.206 F_Warp: 1.878 W: 4.313 D_real: 0.733 D_fake: 0.612 (epoch: 11, iters: 800, time: 0.447) G_GAN: 1.084 G_GAN_Feat: 10.511 G_VGG: 4.799 F_Flow: 132.565 F_Warp: 2.189 W: 4.421 D_real: 0.444 D_fake: 1.154 (epoch: 11, iters: 1000, time: 0.449) G_GAN: 1.853 G_GAN_Feat: 9.919 G_VGG: 4.673 F_Flow: 119.658 F_Warp: 1.945 W: 3.990 D_real: 0.553 D_fake: 0.994 saving the latest model (epoch 11, total_steps 101000) (epoch: 11, iters: 1200, time: 0.444) G_GAN: 0.561 G_GAN_Feat: 10.856 G_VGG: 4.664 F_Flow: 159.195 F_Warp: 2.477 W: 4.670 D_real: 0.298 D_fake: 1.577 (epoch: 11, iters: 1400, time: 0.446) G_GAN: 1.019 G_GAN_Feat: 10.145 G_VGG: 4.588 F_Flow: 139.292 F_Warp: 1.907 W: 4.287 D_real: 0.599 D_fake: 1.235 (epoch: 11, iters: 1600, time: 0.454) G_GAN: 2.049 G_GAN_Feat: 10.840 G_VGG: 4.548 F_Flow: 187.384 F_Warp: 2.296 W: 4.616 D_real: 1.162 D_fake: 0.433 (epoch: 11, iters: 1800, time: 0.449) G_GAN: 1.060 G_GAN_Feat: 9.393 G_VGG: 4.226 F_Flow: 142.258 F_Warp: 1.593 W: 3.809 D_real: 0.423 D_fake: 1.056 (epoch: 11, iters: 2000, time: 0.445) G_GAN: 0.851 G_GAN_Feat: 10.141 G_VGG: 5.170 F_Flow: 155.242 F_Warp: 2.408 W: 4.642 D_real: 0.256 D_fake: 1.418 saving the latest model (epoch 11, total_steps 102000) (epoch: 11, iters: 2200, time: 0.452) G_GAN: 0.989 G_GAN_Feat: 9.864 G_VGG: 4.401 F_Flow: 110.370 F_Warp: 1.690 W: 3.819 D_real: 0.619 D_fake: 0.899 (epoch: 11, iters: 2400, time: 0.448) G_GAN: 1.367 G_GAN_Feat: 10.558 G_VGG: 4.654 F_Flow: 123.878 F_Warp: 1.886 W: 3.901 D_real: 0.784 D_fake: 0.906 (epoch: 11, iters: 2600, time: 0.445) G_GAN: 2.005 G_GAN_Feat: 10.506 G_VGG: 4.645 F_Flow: 96.216 F_Warp: 2.103 W: 4.686 D_real: 1.162 D_fake: 0.530 (epoch: 11, iters: 2800, time: 0.449) G_GAN: 1.307 G_GAN_Feat: 9.822 G_VGG: 4.893 F_Flow: 133.641 F_Warp: 1.770 W: 3.960 D_real: 0.759 D_fake: 0.751 (epoch: 11, iters: 3000, time: 0.452) G_GAN: 1.676 G_GAN_Feat: 9.742 G_VGG: 4.254 F_Flow: 115.542 F_Warp: 1.522 W: 3.389 D_real: 0.985 D_fake: 0.429 saving the latest model (epoch 11, total_steps 103000) (epoch: 11, iters: 3200, time: 0.450) G_GAN: 1.886 G_GAN_Feat: 10.632 G_VGG: 4.659 F_Flow: 109.580 F_Warp: 1.867 W: 4.018 D_real: 1.078 D_fake: 0.379 (epoch: 11, iters: 3400, time: 0.447) G_GAN: 1.235 G_GAN_Feat: 9.923 G_VGG: 4.433 F_Flow: 135.495 F_Warp: 1.911 W: 4.141 D_real: 0.671 D_fake: 0.884 (epoch: 11, iters: 3600, time: 0.452) G_GAN: 2.372 G_GAN_Feat: 11.002 G_VGG: 5.189 F_Flow: 127.953 F_Warp: 2.211 W: 4.465 D_real: 0.994 D_fake: 0.507 (epoch: 11, iters: 3800, time: 0.449) G_GAN: 1.049 G_GAN_Feat: 9.932 G_VGG: 4.338 F_Flow: 120.729 F_Warp: 1.773 W: 3.860 D_real: 0.309 D_fake: 1.134 (epoch: 11, iters: 4000, time: 0.447) G_GAN: 1.248 G_GAN_Feat: 9.161 G_VGG: 4.298 F_Flow: 150.408 F_Warp: 1.641 W: 3.630 D_real: 0.510 D_fake: 0.930 saving the latest model (epoch 11, total_steps 104000) (epoch: 11, iters: 4200, time: 0.454) G_GAN: 1.823 G_GAN_Feat: 11.269 G_VGG: 4.934 F_Flow: 103.569 F_Warp: 2.026 W: 4.162 D_real: 1.061 D_fake: 0.665 (epoch: 11, iters: 4400, time: 0.448) G_GAN: 0.891 G_GAN_Feat: 10.889 G_VGG: 4.455 F_Flow: 207.597 F_Warp: 1.803 W: 3.877 D_real: 0.227 D_fake: 1.337 (epoch: 11, iters: 4600, time: 0.444) G_GAN: 1.887 G_GAN_Feat: 10.307 G_VGG: 4.769 F_Flow: 156.778 F_Warp: 2.131 W: 4.336 D_real: 0.732 D_fake: 0.593 (epoch: 11, iters: 4800, time: 0.444) G_GAN: 0.782 G_GAN_Feat: 9.674 G_VGG: 4.907 F_Flow: 131.591 F_Warp: 1.944 W: 4.517 D_real: 0.336 D_fake: 1.444 (epoch: 11, iters: 5000, time: 0.448) G_GAN: 1.974 G_GAN_Feat: 9.977 G_VGG: 4.303 F_Flow: 128.622 F_Warp: 1.891 W: 3.811 D_real: 1.118 D_fake: 0.483 saving the latest model (epoch 11, total_steps 105000) (epoch: 11, iters: 5200, time: 0.446) G_GAN: 0.829 G_GAN_Feat: 10.339 G_VGG: 4.856 F_Flow: 118.817 F_Warp: 1.837 W: 3.970 D_real: 0.203 D_fake: 1.468 (epoch: 11, iters: 5400, time: 0.448) G_GAN: 0.925 G_GAN_Feat: 10.459 G_VGG: 4.728 F_Flow: 140.136 F_Warp: 1.770 W: 4.200 D_real: 0.732 D_fake: 1.080 (epoch: 11, iters: 5600, time: 0.450) G_GAN: 0.413 G_GAN_Feat: 10.474 G_VGG: 5.013 F_Flow: 142.176 F_Warp: 2.064 W: 4.082 D_real: 0.139 D_fake: 1.800 (epoch: 11, iters: 5800, time: 0.449) G_GAN: 0.874 G_GAN_Feat: 10.696 G_VGG: 4.677 F_Flow: 115.555 F_Warp: 1.773 W: 3.647 D_real: 0.136 D_fake: 1.365 (epoch: 11, iters: 6000, time: 0.448) G_GAN: 2.346 G_GAN_Feat: 11.193 G_VGG: 4.932 F_Flow: 178.419 F_Warp: 2.326 W: 4.610 D_real: 0.773 D_fake: 0.413 saving the latest model (epoch 11, total_steps 106000) (epoch: 11, iters: 6200, time: 0.449) G_GAN: 1.749 G_GAN_Feat: 9.585 G_VGG: 4.501 F_Flow: 144.950 F_Warp: 1.875 W: 3.870 D_real: 1.004 D_fake: 0.787 (epoch: 11, iters: 6400, time: 0.452) G_GAN: 2.272 G_GAN_Feat: 10.564 G_VGG: 4.644 F_Flow: 161.041 F_Warp: 1.924 W: 3.969 D_real: 0.925 D_fake: 0.203 (epoch: 11, iters: 6600, time: 0.448) G_GAN: 0.775 G_GAN_Feat: 10.486 G_VGG: 4.187 F_Flow: 143.013 F_Warp: 2.048 W: 4.215 D_real: 0.537 D_fake: 0.943 (epoch: 11, iters: 6800, time: 0.447) G_GAN: 1.345 G_GAN_Feat: 9.564 G_VGG: 4.652 F_Flow: 114.148 F_Warp: 1.979 W: 4.076 D_real: 0.724 D_fake: 0.885 (epoch: 11, iters: 7000, time: 0.453) G_GAN: 1.112 G_GAN_Feat: 10.288 G_VGG: 4.331 F_Flow: 142.319 F_Warp: 2.211 W: 4.108 D_real: 0.619 D_fake: 1.194 saving the latest model (epoch 11, total_steps 107000) (epoch: 11, iters: 7200, time: 0.448) G_GAN: 1.467 G_GAN_Feat: 9.968 G_VGG: 4.322 F_Flow: 151.390 F_Warp: 1.609 W: 3.543 D_real: 0.840 D_fake: 0.858 (epoch: 11, iters: 7400, time: 0.448) G_GAN: 2.279 G_GAN_Feat: 9.985 G_VGG: 4.897 F_Flow: 156.356 F_Warp: 2.146 W: 4.458 D_real: 1.101 D_fake: 0.461 (epoch: 11, iters: 7600, time: 0.450) G_GAN: 1.825 G_GAN_Feat: 10.920 G_VGG: 5.094 F_Flow: 121.034 F_Warp: 1.978 W: 4.286 D_real: 0.800 D_fake: 0.864 (epoch: 11, iters: 7800, time: 0.449) G_GAN: 1.751 G_GAN_Feat: 9.266 G_VGG: 4.341 F_Flow: 107.854 F_Warp: 1.787 W: 3.948 D_real: 1.254 D_fake: 0.566 (epoch: 11, iters: 8000, time: 0.447) G_GAN: 0.895 G_GAN_Feat: 9.529 G_VGG: 4.409 F_Flow: 154.999 F_Warp: 1.888 W: 4.073 D_real: 0.394 D_fake: 1.505 saving the latest model (epoch 11, total_steps 108000) (epoch: 11, iters: 8200, time: 0.453) G_GAN: 2.515 G_GAN_Feat: 10.844 G_VGG: 4.669 F_Flow: 102.350 F_Warp: 2.389 W: 4.663 D_real: 1.520 D_fake: 0.199 (epoch: 11, iters: 8400, time: 0.452) G_GAN: 1.827 G_GAN_Feat: 10.785 G_VGG: 4.701 F_Flow: 95.148 F_Warp: 2.397 W: 4.282 D_real: 1.073 D_fake: 0.484 (epoch: 11, iters: 8600, time: 0.449) G_GAN: 1.985 G_GAN_Feat: 11.210 G_VGG: 5.003 F_Flow: 97.036 F_Warp: 1.747 W: 3.806 D_real: 0.618 D_fake: 0.308 (epoch: 11, iters: 8800, time: 0.450) G_GAN: 1.158 G_GAN_Feat: 8.856 G_VGG: 4.294 F_Flow: 134.359 F_Warp: 1.721 W: 3.871 D_real: 0.634 D_fake: 0.847 (epoch: 11, iters: 9000, time: 0.449) G_GAN: 2.251 G_GAN_Feat: 9.754 G_VGG: 4.519 F_Flow: 115.707 F_Warp: 1.861 W: 4.485 D_real: 1.859 D_fake: 0.218 saving the latest model (epoch 11, total_steps 109000) (epoch: 11, iters: 9200, time: 0.451) G_GAN: 1.750 G_GAN_Feat: 10.214 G_VGG: 4.261 F_Flow: 122.106 F_Warp: 1.922 W: 3.934 D_real: 1.059 D_fake: 0.382 (epoch: 11, iters: 9400, time: 0.448) G_GAN: 2.598 G_GAN_Feat: 11.231 G_VGG: 4.692 F_Flow: 118.548 F_Warp: 2.138 W: 4.665 D_real: 1.738 D_fake: 0.237 (epoch: 11, iters: 9600, time: 0.453) G_GAN: 2.099 G_GAN_Feat: 10.324 G_VGG: 4.617 F_Flow: 145.730 F_Warp: 2.263 W: 4.794 D_real: 1.403 D_fake: 0.351 (epoch: 11, iters: 9800, time: 0.453) G_GAN: 1.233 G_GAN_Feat: 9.948 G_VGG: 4.768 F_Flow: 163.122 F_Warp: 1.933 W: 4.045 D_real: 0.449 D_fake: 1.026 (epoch: 11, iters: 10000, time: 0.453) G_GAN: 1.794 G_GAN_Feat: 9.710 G_VGG: 4.744 F_Flow: 149.333 F_Warp: 1.813 W: 4.094 D_real: 1.073 D_fake: 0.605 saving the latest model (epoch 11, total_steps 110000) End of epoch 11 / 100 Time Taken: 4573 sec (epoch: 12, iters: 200, time: 0.456) G_GAN: 1.620 G_GAN_Feat: 11.069 G_VGG: 4.565 F_Flow: 106.584 F_Warp: 2.050 W: 4.165 D_real: 0.766 D_fake: 0.867 (epoch: 12, iters: 400, time: 0.452) G_GAN: 1.681 G_GAN_Feat: 9.687 G_VGG: 4.273 F_Flow: 101.832 F_Warp: 1.589 W: 3.610 D_real: 0.581 D_fake: 0.799 (epoch: 12, iters: 600, time: 0.445) G_GAN: 1.846 G_GAN_Feat: 9.157 G_VGG: 4.419 F_Flow: 110.868 F_Warp: 1.714 W: 3.846 D_real: 1.174 D_fake: 0.561 (epoch: 12, iters: 800, time: 0.447) G_GAN: 1.920 G_GAN_Feat: 9.256 G_VGG: 4.461 F_Flow: 134.155 F_Warp: 1.833 W: 3.986 D_real: 1.071 D_fake: 0.523 (epoch: 12, iters: 1000, time: 0.451) G_GAN: 0.936 G_GAN_Feat: 9.822 G_VGG: 4.983 F_Flow: 106.146 F_Warp: 2.226 W: 4.338 D_real: 0.273 D_fake: 1.462 saving the latest model (epoch 12, total_steps 111000) (epoch: 12, iters: 1200, time: 0.448) G_GAN: 1.085 G_GAN_Feat: 9.869 G_VGG: 4.264 F_Flow: 139.453 F_Warp: 1.980 W: 4.039 D_real: 0.370 D_fake: 1.211 (epoch: 12, iters: 1400, time: 0.449) G_GAN: 1.329 G_GAN_Feat: 11.380 G_VGG: 4.833 F_Flow: 110.251 F_Warp: 2.008 W: 4.550 D_real: 0.628 D_fake: 0.820 (epoch: 12, iters: 1600, time: 0.446) G_GAN: 2.060 G_GAN_Feat: 10.288 G_VGG: 4.454 F_Flow: 133.904 F_Warp: 1.750 W: 3.965 D_real: 1.423 D_fake: 0.495 (epoch: 12, iters: 1800, time: 0.448) G_GAN: 1.745 G_GAN_Feat: 10.730 G_VGG: 4.914 F_Flow: 148.736 F_Warp: 1.876 W: 4.201 D_real: 0.769 D_fake: 0.699 (epoch: 12, iters: 2000, time: 0.447) G_GAN: 1.469 G_GAN_Feat: 10.194 G_VGG: 4.636 F_Flow: 157.556 F_Warp: 2.031 W: 4.046 D_real: 0.606 D_fake: 0.966 saving the latest model (epoch 12, total_steps 112000) (epoch: 12, iters: 2200, time: 0.448) G_GAN: 1.010 G_GAN_Feat: 9.887 G_VGG: 4.693 F_Flow: 122.380 F_Warp: 1.903 W: 4.261 D_real: 0.366 D_fake: 1.246 (epoch: 12, iters: 2400, time: 0.448) G_GAN: 1.930 G_GAN_Feat: 10.091 G_VGG: 4.392 F_Flow: 117.697 F_Warp: 2.044 W: 4.053 D_real: 1.365 D_fake: 0.527 (epoch: 12, iters: 2600, time: 0.446) G_GAN: 2.151 G_GAN_Feat: 9.291 G_VGG: 4.584 F_Flow: 120.686 F_Warp: 1.847 W: 3.863 D_real: 1.229 D_fake: 0.496 (epoch: 12, iters: 2800, time: 0.447) G_GAN: 0.816 G_GAN_Feat: 10.346 G_VGG: 4.897 F_Flow: 160.574 F_Warp: 2.115 W: 4.569 D_real: 0.516 D_fake: 1.372 (epoch: 12, iters: 3000, time: 0.443) G_GAN: 1.131 G_GAN_Feat: 10.356 G_VGG: 4.923 F_Flow: 129.486 F_Warp: 1.834 W: 3.966 D_real: 0.333 D_fake: 1.280 saving the latest model (epoch 12, total_steps 113000) (epoch: 12, iters: 3200, time: 0.446) G_GAN: 1.677 G_GAN_Feat: 10.093 G_VGG: 4.521 F_Flow: 142.185 F_Warp: 1.977 W: 4.162 D_real: 0.641 D_fake: 1.031 (epoch: 12, iters: 3400, time: 0.443) G_GAN: 1.397 G_GAN_Feat: 10.692 G_VGG: 5.030 F_Flow: 130.701 F_Warp: 2.239 W: 4.619 D_real: 0.720 D_fake: 1.054 (epoch: 12, iters: 3600, time: 0.443) G_GAN: 2.027 G_GAN_Feat: 10.007 G_VGG: 5.450 F_Flow: 112.296 F_Warp: 2.055 W: 4.320 D_real: 0.954 D_fake: 0.504 (epoch: 12, iters: 3800, time: 0.442) G_GAN: 1.812 G_GAN_Feat: 9.233 G_VGG: 4.341 F_Flow: 170.184 F_Warp: 1.682 W: 3.863 D_real: 0.918 D_fake: 0.998 (epoch: 12, iters: 4000, time: 0.443) G_GAN: 0.748 G_GAN_Feat: 10.439 G_VGG: 4.618 F_Flow: 157.441 F_Warp: 1.975 W: 4.199 D_real: 0.257 D_fake: 1.638 saving the latest model (epoch 12, total_steps 114000) (epoch: 12, iters: 4200, time: 0.442) G_GAN: 1.651 G_GAN_Feat: 11.194 G_VGG: 4.908 F_Flow: 131.814 F_Warp: 2.026 W: 4.094 D_real: 0.699 D_fake: 0.725 (epoch: 12, iters: 4400, time: 0.442) G_GAN: 1.845 G_GAN_Feat: 9.955 G_VGG: 4.712 F_Flow: 130.900 F_Warp: 1.919 W: 4.061 D_real: 0.926 D_fake: 0.407 (epoch: 12, iters: 4600, time: 0.445) G_GAN: 0.436 G_GAN_Feat: 11.071 G_VGG: 4.927 F_Flow: 112.438 F_Warp: 2.067 W: 4.242 D_real: 0.163 D_fake: 1.396 (epoch: 12, iters: 4800, time: 0.439) G_GAN: 0.984 G_GAN_Feat: 10.827 G_VGG: 4.725 F_Flow: 116.419 F_Warp: 2.213 W: 4.530 D_real: 0.383 D_fake: 1.119 (epoch: 12, iters: 5000, time: 0.443) G_GAN: 1.597 G_GAN_Feat: 11.192 G_VGG: 5.232 F_Flow: 122.535 F_Warp: 2.551 W: 4.646 D_real: 0.715 D_fake: 0.741 saving the latest model (epoch 12, total_steps 115000) (epoch: 12, iters: 5200, time: 0.441) G_GAN: 0.769 G_GAN_Feat: 10.192 G_VGG: 4.518 F_Flow: 115.381 F_Warp: 1.994 W: 4.223 D_real: 0.276 D_fake: 1.181 (epoch: 12, iters: 5400, time: 0.440) G_GAN: 1.025 G_GAN_Feat: 10.409 G_VGG: 4.500 F_Flow: 123.950 F_Warp: 2.090 W: 4.544 D_real: 0.467 D_fake: 0.959 (epoch: 12, iters: 5600, time: 0.437) G_GAN: 0.980 G_GAN_Feat: 10.524 G_VGG: 4.699 F_Flow: 127.102 F_Warp: 1.866 W: 4.118 D_real: 0.516 D_fake: 1.275 (epoch: 12, iters: 5800, time: 0.440) G_GAN: 1.738 G_GAN_Feat: 11.287 G_VGG: 4.757 F_Flow: 136.075 F_Warp: 2.440 W: 4.735 D_real: 1.179 D_fake: 0.861 (epoch: 12, iters: 6000, time: 0.436) G_GAN: 1.909 G_GAN_Feat: 10.412 G_VGG: 5.329 F_Flow: 156.760 F_Warp: 2.303 W: 4.634 D_real: 1.055 D_fake: 0.545 saving the latest model (epoch 12, total_steps 116000) (epoch: 12, iters: 6200, time: 0.439) G_GAN: 1.607 G_GAN_Feat: 9.288 G_VGG: 4.132 F_Flow: 118.648 F_Warp: 1.905 W: 4.027 D_real: 1.121 D_fake: 0.566 (epoch: 12, iters: 6400, time: 0.437) G_GAN: 2.338 G_GAN_Feat: 9.120 G_VGG: 4.456 F_Flow: 145.127 F_Warp: 2.127 W: 4.595 D_real: 1.653 D_fake: 0.149 (epoch: 12, iters: 6600, time: 0.438) G_GAN: 0.707 G_GAN_Feat: 10.486 G_VGG: 4.632 F_Flow: 94.562 F_Warp: 1.862 W: 4.042 D_real: 0.202 D_fake: 1.657 (epoch: 12, iters: 6800, time: 0.440) G_GAN: 2.140 G_GAN_Feat: 9.595 G_VGG: 4.428 F_Flow: 105.704 F_Warp: 1.564 W: 3.530 D_real: 1.370 D_fake: 0.120 (epoch: 12, iters: 7000, time: 0.439) G_GAN: 1.877 G_GAN_Feat: 9.897 G_VGG: 4.558 F_Flow: 109.612 F_Warp: 1.764 W: 3.811 D_real: 0.853 D_fake: 0.555 saving the latest model (epoch 12, total_steps 117000) (epoch: 12, iters: 7200, time: 0.443) G_GAN: 1.607 G_GAN_Feat: 10.683 G_VGG: 5.308 F_Flow: 108.116 F_Warp: 2.186 W: 4.444 D_real: 0.609 D_fake: 0.709 (epoch: 12, iters: 7400, time: 0.439) G_GAN: 1.135 G_GAN_Feat: 9.893 G_VGG: 4.642 F_Flow: 112.571 F_Warp: 1.638 W: 3.948 D_real: 0.362 D_fake: 1.263 (epoch: 12, iters: 7600, time: 0.440) G_GAN: 1.181 G_GAN_Feat: 11.480 G_VGG: 4.793 F_Flow: 119.758 F_Warp: 2.145 W: 4.508 D_real: 0.272 D_fake: 1.357 (epoch: 12, iters: 7800, time: 0.437) G_GAN: 1.317 G_GAN_Feat: 10.648 G_VGG: 5.101 F_Flow: 141.916 F_Warp: 1.917 W: 4.096 D_real: 0.584 D_fake: 0.823 (epoch: 12, iters: 8000, time: 0.442) G_GAN: 1.898 G_GAN_Feat: 11.143 G_VGG: 4.545 F_Flow: 117.187 F_Warp: 1.745 W: 3.927 D_real: 0.905 D_fake: 0.674 saving the latest model (epoch 12, total_steps 118000) (epoch: 12, iters: 8200, time: 0.439) G_GAN: 0.542 G_GAN_Feat: 10.099 G_VGG: 4.914 F_Flow: 141.979 F_Warp: 1.804 W: 4.063 D_real: 0.193 D_fake: 1.226 (epoch: 12, iters: 8400, time: 0.441) G_GAN: 1.444 G_GAN_Feat: 11.014 G_VGG: 4.611 F_Flow: 106.113 F_Warp: 2.055 W: 4.404 D_real: 0.660 D_fake: 1.086 (epoch: 12, iters: 8600, time: 0.441) G_GAN: 1.580 G_GAN_Feat: 10.604 G_VGG: 4.508 F_Flow: 98.148 F_Warp: 1.681 W: 3.518 D_real: 0.496 D_fake: 0.818 (epoch: 12, iters: 8800, time: 0.439) G_GAN: 0.809 G_GAN_Feat: 10.403 G_VGG: 5.190 F_Flow: 132.671 F_Warp: 2.505 W: 4.518 D_real: 0.288 D_fake: 1.170 (epoch: 12, iters: 9000, time: 0.439) G_GAN: 2.134 G_GAN_Feat: 9.398 G_VGG: 4.762 F_Flow: 141.623 F_Warp: 1.811 W: 3.816 D_real: 1.172 D_fake: 0.917 saving the latest model (epoch 12, total_steps 119000) (epoch: 12, iters: 9200, time: 0.443) G_GAN: 1.281 G_GAN_Feat: 9.589 G_VGG: 4.462 F_Flow: 118.003 F_Warp: 1.922 W: 3.702 D_real: 0.611 D_fake: 0.932 (epoch: 12, iters: 9400, time: 0.439) G_GAN: 0.747 G_GAN_Feat: 10.318 G_VGG: 4.295 F_Flow: 105.695 F_Warp: 2.113 W: 4.192 D_real: 0.450 D_fake: 1.270 (epoch: 12, iters: 9600, time: 0.439) G_GAN: 2.078 G_GAN_Feat: 10.135 G_VGG: 4.864 F_Flow: 124.608 F_Warp: 2.111 W: 4.390 D_real: 1.178 D_fake: 0.541 (epoch: 12, iters: 9800, time: 0.435) G_GAN: 1.658 G_GAN_Feat: 10.976 G_VGG: 4.659 F_Flow: 139.712 F_Warp: 2.001 W: 4.209 D_real: 0.862 D_fake: 0.642 (epoch: 12, iters: 10000, time: 0.435) G_GAN: 0.879 G_GAN_Feat: 8.408 G_VGG: 3.958 F_Flow: 124.463 F_Warp: 1.373 W: 3.422 D_real: 0.498 D_fake: 1.262 saving the latest model (epoch 12, total_steps 120000) End of epoch 12 / 100 Time Taken: 4509 sec (epoch: 13, iters: 200, time: 0.451) G_GAN: 2.765 G_GAN_Feat: 9.994 G_VGG: 4.443 F_Flow: 110.153 F_Warp: 1.935 W: 3.868 D_real: 1.726 D_fake: 0.116 (epoch: 13, iters: 400, time: 0.455) G_GAN: 1.863 G_GAN_Feat: 10.488 G_VGG: 4.459 F_Flow: 115.417 F_Warp: 1.752 W: 3.726 D_real: 0.929 D_fake: 0.886 (epoch: 13, iters: 600, time: 0.448) G_GAN: 1.355 G_GAN_Feat: 9.991 G_VGG: 4.332 F_Flow: 103.321 F_Warp: 1.705 W: 4.058 D_real: 0.948 D_fake: 0.902 (epoch: 13, iters: 800, time: 0.452) G_GAN: 1.739 G_GAN_Feat: 8.341 G_VGG: 3.806 F_Flow: 129.315 F_Warp: 1.462 W: 3.626 D_real: 1.195 D_fake: 0.622 (epoch: 13, iters: 1000, time: 0.448) G_GAN: 1.835 G_GAN_Feat: 9.946 G_VGG: 4.150 F_Flow: 139.155 F_Warp: 2.182 W: 4.239 D_real: 0.957 D_fake: 0.523 saving the latest model (epoch 13, total_steps 121000) (epoch: 13, iters: 1200, time: 0.449) G_GAN: 2.139 G_GAN_Feat: 9.601 G_VGG: 4.917 F_Flow: 118.813 F_Warp: 1.943 W: 4.247 D_real: 1.439 D_fake: 0.356 (epoch: 13, iters: 1400, time: 0.451) G_GAN: 1.739 G_GAN_Feat: 9.924 G_VGG: 4.957 F_Flow: 143.223 F_Warp: 1.879 W: 4.117 D_real: 0.898 D_fake: 0.598 (epoch: 13, iters: 1600, time: 0.446) G_GAN: 1.565 G_GAN_Feat: 10.048 G_VGG: 4.513 F_Flow: 159.447 F_Warp: 1.749 W: 3.868 D_real: 0.796 D_fake: 0.872 (epoch: 13, iters: 1800, time: 0.447) G_GAN: 2.215 G_GAN_Feat: 9.762 G_VGG: 4.470 F_Flow: 133.576 F_Warp: 1.811 W: 3.961 D_real: 1.069 D_fake: 0.133 (epoch: 13, iters: 2000, time: 0.449) G_GAN: 0.925 G_GAN_Feat: 10.613 G_VGG: 4.305 F_Flow: 142.969 F_Warp: 1.816 W: 4.046 D_real: 0.384 D_fake: 1.469 saving the latest model (epoch 13, total_steps 122000) (epoch: 13, iters: 2200, time: 0.452) G_GAN: 1.132 G_GAN_Feat: 11.309 G_VGG: 5.312 F_Flow: 112.370 F_Warp: 2.418 W: 4.904 D_real: 0.303 D_fake: 1.295 (epoch: 13, iters: 2400, time: 0.447) G_GAN: 0.854 G_GAN_Feat: 10.981 G_VGG: 4.122 F_Flow: 123.343 F_Warp: 2.074 W: 4.188 D_real: 0.459 D_fake: 1.075 (epoch: 13, iters: 2600, time: 0.449) G_GAN: 1.966 G_GAN_Feat: 9.946 G_VGG: 4.446 F_Flow: 143.734 F_Warp: 1.859 W: 4.245 D_real: 1.517 D_fake: 0.469 (epoch: 13, iters: 2800, time: 0.448) G_GAN: 0.964 G_GAN_Feat: 10.519 G_VGG: 4.570 F_Flow: 116.969 F_Warp: 1.875 W: 4.236 D_real: 0.570 D_fake: 1.050 (epoch: 13, iters: 3000, time: 0.451) G_GAN: 1.785 G_GAN_Feat: 9.894 G_VGG: 4.519 F_Flow: 101.802 F_Warp: 1.705 W: 3.902 D_real: 1.055 D_fake: 0.480 saving the latest model (epoch 13, total_steps 123000) (epoch: 13, iters: 3200, time: 0.445) G_GAN: 2.235 G_GAN_Feat: 8.853 G_VGG: 4.334 F_Flow: 135.795 F_Warp: 1.796 W: 3.892 D_real: 1.578 D_fake: 0.379 (epoch: 13, iters: 3400, time: 0.451) G_GAN: 1.916 G_GAN_Feat: 8.778 G_VGG: 4.577 F_Flow: 110.595 F_Warp: 1.646 W: 3.806 D_real: 1.190 D_fake: 0.380 (epoch: 13, iters: 3600, time: 0.450) G_GAN: 1.785 G_GAN_Feat: 9.762 G_VGG: 4.193 F_Flow: 162.224 F_Warp: 1.801 W: 3.994 D_real: 1.043 D_fake: 0.549 (epoch: 13, iters: 3800, time: 0.452) G_GAN: 2.261 G_GAN_Feat: 11.494 G_VGG: 4.231 F_Flow: 95.243 F_Warp: 2.295 W: 4.597 D_real: 1.496 D_fake: 0.286 (epoch: 13, iters: 4000, time: 0.449) G_GAN: 2.145 G_GAN_Feat: 9.264 G_VGG: 4.241 F_Flow: 160.030 F_Warp: 1.967 W: 3.956 D_real: 1.449 D_fake: 0.262 saving the latest model (epoch 13, total_steps 124000) (epoch: 13, iters: 4200, time: 0.456) G_GAN: 1.553 G_GAN_Feat: 9.796 G_VGG: 4.529 F_Flow: 121.001 F_Warp: 2.042 W: 4.196 D_real: 0.901 D_fake: 0.800 (epoch: 13, iters: 4400, time: 0.454) G_GAN: 1.551 G_GAN_Feat: 10.663 G_VGG: 4.832 F_Flow: 126.770 F_Warp: 2.495 W: 4.806 D_real: 0.720 D_fake: 0.642 (epoch: 13, iters: 4600, time: 0.450) G_GAN: 1.907 G_GAN_Feat: 11.445 G_VGG: 5.510 F_Flow: 127.312 F_Warp: 2.876 W: 5.173 D_real: 0.858 D_fake: 0.445 (epoch: 13, iters: 4800, time: 0.455) G_GAN: 1.461 G_GAN_Feat: 11.511 G_VGG: 5.109 F_Flow: 121.931 F_Warp: 2.320 W: 4.685 D_real: 0.816 D_fake: 0.836 (epoch: 13, iters: 5000, time: 0.453) G_GAN: 1.382 G_GAN_Feat: 9.494 G_VGG: 4.606 F_Flow: 116.214 F_Warp: 1.706 W: 3.919 D_real: 0.752 D_fake: 0.698 saving the latest model (epoch 13, total_steps 125000) (epoch: 13, iters: 5200, time: 0.454) G_GAN: 2.395 G_GAN_Feat: 10.443 G_VGG: 4.928 F_Flow: 107.887 F_Warp: 2.016 W: 4.191 D_real: 1.481 D_fake: 0.264 (epoch: 13, iters: 5400, time: 0.456) G_GAN: 2.658 G_GAN_Feat: 8.885 G_VGG: 4.383 F_Flow: 126.719 F_Warp: 1.506 W: 3.539 D_real: 2.025 D_fake: 0.046 (epoch: 13, iters: 5600, time: 0.452) G_GAN: 1.572 G_GAN_Feat: 9.571 G_VGG: 4.240 F_Flow: 152.501 F_Warp: 2.023 W: 3.826 D_real: 0.883 D_fake: 0.540 (epoch: 13, iters: 5800, time: 0.449) G_GAN: 1.669 G_GAN_Feat: 9.647 G_VGG: 4.378 F_Flow: 116.751 F_Warp: 1.878 W: 3.986 D_real: 0.790 D_fake: 0.849 (epoch: 13, iters: 6000, time: 0.452) G_GAN: 2.661 G_GAN_Feat: 9.971 G_VGG: 4.760 F_Flow: 95.862 F_Warp: 1.651 W: 3.792 D_real: 1.858 D_fake: 0.031 saving the latest model (epoch 13, total_steps 126000) (epoch: 13, iters: 6200, time: 0.458) G_GAN: 1.984 G_GAN_Feat: 10.117 G_VGG: 4.557 F_Flow: 108.987 F_Warp: 1.880 W: 4.208 D_real: 1.341 D_fake: 0.435 (epoch: 13, iters: 6400, time: 0.450) G_GAN: 1.917 G_GAN_Feat: 10.823 G_VGG: 4.760 F_Flow: 134.276 F_Warp: 2.546 W: 4.463 D_real: 1.184 D_fake: 0.391 (epoch: 13, iters: 6600, time: 0.450) G_GAN: 0.981 G_GAN_Feat: 11.316 G_VGG: 5.123 F_Flow: 193.379 F_Warp: 2.844 W: 5.233 D_real: 0.398 D_fake: 0.907 (epoch: 13, iters: 6800, time: 0.451) G_GAN: 1.411 G_GAN_Feat: 10.136 G_VGG: 4.389 F_Flow: 124.180 F_Warp: 1.821 W: 4.080 D_real: 0.755 D_fake: 1.058 (epoch: 13, iters: 7000, time: 0.448) G_GAN: 1.509 G_GAN_Feat: 11.196 G_VGG: 4.553 F_Flow: 121.139 F_Warp: 2.056 W: 4.012 D_real: 0.733 D_fake: 0.780 saving the latest model (epoch 13, total_steps 127000) (epoch: 13, iters: 7200, time: 0.449) G_GAN: 1.438 G_GAN_Feat: 9.782 G_VGG: 4.559 F_Flow: 129.157 F_Warp: 1.817 W: 4.004 D_real: 0.846 D_fake: 0.746 (epoch: 13, iters: 7400, time: 0.456) G_GAN: 2.455 G_GAN_Feat: 10.420 G_VGG: 5.013 F_Flow: 131.036 F_Warp: 2.173 W: 4.441 D_real: 1.525 D_fake: 0.290 (epoch: 13, iters: 7600, time: 0.454) G_GAN: 2.320 G_GAN_Feat: 9.770 G_VGG: 5.016 F_Flow: 105.409 F_Warp: 1.928 W: 4.081 D_real: 1.556 D_fake: 0.469 (epoch: 13, iters: 7800, time: 0.454) G_GAN: 1.603 G_GAN_Feat: 8.910 G_VGG: 4.386 F_Flow: 134.729 F_Warp: 1.572 W: 3.708 D_real: 1.313 D_fake: 0.665 (epoch: 13, iters: 8000, time: 0.451) G_GAN: 2.532 G_GAN_Feat: 10.253 G_VGG: 4.536 F_Flow: 96.398 F_Warp: 2.111 W: 4.008 D_real: 1.653 D_fake: 0.192 saving the latest model (epoch 13, total_steps 128000) (epoch: 13, iters: 8200, time: 0.461) G_GAN: 1.841 G_GAN_Feat: 9.782 G_VGG: 4.439 F_Flow: 119.940 F_Warp: 1.723 W: 3.953 D_real: 0.988 D_fake: 0.807 (epoch: 13, iters: 8400, time: 0.452) G_GAN: 1.710 G_GAN_Feat: 10.119 G_VGG: 4.606 F_Flow: 99.913 F_Warp: 1.932 W: 4.230 D_real: 0.887 D_fake: 1.018 (epoch: 13, iters: 8600, time: 0.453) G_GAN: 1.617 G_GAN_Feat: 10.670 G_VGG: 4.840 F_Flow: 144.770 F_Warp: 2.107 W: 4.217 D_real: 0.785 D_fake: 0.623 (epoch: 13, iters: 8800, time: 0.454) G_GAN: 1.328 G_GAN_Feat: 8.929 G_VGG: 4.295 F_Flow: 133.731 F_Warp: 1.464 W: 3.480 D_real: 0.897 D_fake: 0.615 (epoch: 13, iters: 9000, time: 0.453) G_GAN: 1.163 G_GAN_Feat: 8.351 G_VGG: 3.899 F_Flow: 108.046 F_Warp: 1.237 W: 2.971 D_real: 0.844 D_fake: 0.811 saving the latest model (epoch 13, total_steps 129000) (epoch: 13, iters: 9200, time: 0.451) G_GAN: 1.880 G_GAN_Feat: 9.702 G_VGG: 4.320 F_Flow: 95.754 F_Warp: 1.937 W: 3.897 D_real: 1.215 D_fake: 0.522 (epoch: 13, iters: 9400, time: 0.454) G_GAN: 1.301 G_GAN_Feat: 9.552 G_VGG: 4.613 F_Flow: 108.096 F_Warp: 1.493 W: 3.562 D_real: 0.482 D_fake: 0.850 (epoch: 13, iters: 9600, time: 0.453) G_GAN: 1.686 G_GAN_Feat: 8.789 G_VGG: 4.431 F_Flow: 111.377 F_Warp: 1.788 W: 3.685 D_real: 0.935 D_fake: 0.574 (epoch: 13, iters: 9800, time: 0.454) G_GAN: 1.221 G_GAN_Feat: 10.256 G_VGG: 4.953 F_Flow: 113.136 F_Warp: 2.223 W: 4.114 D_real: 0.482 D_fake: 1.078 (epoch: 13, iters: 10000, time: 0.448) G_GAN: 1.109 G_GAN_Feat: 10.340 G_VGG: 5.017 F_Flow: 126.268 F_Warp: 2.172 W: 4.271 D_real: 0.775 D_fake: 0.982 saving the latest model (epoch 13, total_steps 130000) End of epoch 13 / 100 Time Taken: 4605 sec (epoch: 14, iters: 200, time: 0.451) G_GAN: 0.855 G_GAN_Feat: 10.521 G_VGG: 4.573 F_Flow: 170.097 F_Warp: 2.098 W: 4.252 D_real: 0.381 D_fake: 1.390 (epoch: 14, iters: 400, time: 0.448) G_GAN: 2.075 G_GAN_Feat: 9.675 G_VGG: 4.701 F_Flow: 109.653 F_Warp: 1.953 W: 4.206 D_real: 1.108 D_fake: 0.471 (epoch: 14, iters: 600, time: 0.443) G_GAN: 1.016 G_GAN_Feat: 9.595 G_VGG: 4.200 F_Flow: 177.943 F_Warp: 1.734 W: 3.718 D_real: 0.348 D_fake: 1.329 (epoch: 14, iters: 800, time: 0.449) G_GAN: 1.326 G_GAN_Feat: 10.419 G_VGG: 4.762 F_Flow: 153.132 F_Warp: 2.287 W: 4.474 D_real: 0.425 D_fake: 1.355 (epoch: 14, iters: 1000, time: 0.447) G_GAN: 2.150 G_GAN_Feat: 9.387 G_VGG: 4.416 F_Flow: 101.437 F_Warp: 1.639 W: 3.801 D_real: 1.199 D_fake: 0.489 saving the latest model (epoch 14, total_steps 131000) (epoch: 14, iters: 1200, time: 0.445) G_GAN: 2.301 G_GAN_Feat: 9.700 G_VGG: 4.995 F_Flow: 131.535 F_Warp: 1.798 W: 3.844 D_real: 1.586 D_fake: 0.197 (epoch: 14, iters: 1400, time: 0.442) G_GAN: 2.822 G_GAN_Feat: 9.526 G_VGG: 4.827 F_Flow: 114.794 F_Warp: 1.676 W: 3.660 D_real: 1.752 D_fake: 0.194 (epoch: 14, iters: 1600, time: 0.446) G_GAN: 1.090 G_GAN_Feat: 9.825 G_VGG: 4.126 F_Flow: 133.066 F_Warp: 1.659 W: 3.622 D_real: 0.508 D_fake: 1.250 (epoch: 14, iters: 1800, time: 0.438) G_GAN: 1.978 G_GAN_Feat: 9.819 G_VGG: 4.560 F_Flow: 122.481 F_Warp: 1.859 W: 4.136 D_real: 1.296 D_fake: 0.381 (epoch: 14, iters: 2000, time: 0.443) G_GAN: 2.074 G_GAN_Feat: 9.567 G_VGG: 4.441 F_Flow: 116.968 F_Warp: 1.658 W: 3.749 D_real: 1.406 D_fake: 0.438 saving the latest model (epoch 14, total_steps 132000) (epoch: 14, iters: 2200, time: 0.444) G_GAN: 0.775 G_GAN_Feat: 10.417 G_VGG: 4.591 F_Flow: 100.811 F_Warp: 1.701 W: 3.715 D_real: 0.185 D_fake: 2.085 (epoch: 14, iters: 2400, time: 0.444) G_GAN: 0.470 G_GAN_Feat: 8.956 G_VGG: 4.860 F_Flow: 117.721 F_Warp: 1.828 W: 4.029 D_real: 0.156 D_fake: 1.724 (epoch: 14, iters: 2600, time: 0.448) G_GAN: 1.788 G_GAN_Feat: 8.724 G_VGG: 4.255 F_Flow: 128.439 F_Warp: 1.701 W: 3.549 D_real: 1.354 D_fake: 0.498 (epoch: 14, iters: 2800, time: 0.446) G_GAN: 1.071 G_GAN_Feat: 10.315 G_VGG: 5.102 F_Flow: 124.285 F_Warp: 1.935 W: 3.828 D_real: 0.418 D_fake: 1.170 (epoch: 14, iters: 3000, time: 0.447) G_GAN: 2.320 G_GAN_Feat: 9.830 G_VGG: 4.321 F_Flow: 121.908 F_Warp: 1.463 W: 3.600 D_real: 1.941 D_fake: 0.188 saving the latest model (epoch 14, total_steps 133000) (epoch: 14, iters: 3200, time: 0.446) G_GAN: 2.178 G_GAN_Feat: 10.209 G_VGG: 4.741 F_Flow: 99.376 F_Warp: 2.049 W: 4.000 D_real: 1.249 D_fake: 0.348 (epoch: 14, iters: 3400, time: 0.442) G_GAN: 2.242 G_GAN_Feat: 9.958 G_VGG: 4.279 F_Flow: 118.276 F_Warp: 2.102 W: 3.956 D_real: 1.628 D_fake: 0.288 (epoch: 14, iters: 3600, time: 0.442) G_GAN: 1.303 G_GAN_Feat: 9.860 G_VGG: 4.400 F_Flow: 123.947 F_Warp: 1.850 W: 3.848 D_real: 0.698 D_fake: 0.814 (epoch: 14, iters: 3800, time: 0.437) G_GAN: 2.006 G_GAN_Feat: 9.876 G_VGG: 4.367 F_Flow: 116.063 F_Warp: 2.222 W: 4.328 D_real: 1.345 D_fake: 0.337 (epoch: 14, iters: 4000, time: 0.439) G_GAN: 0.856 G_GAN_Feat: 10.798 G_VGG: 4.971 F_Flow: 124.734 F_Warp: 2.049 W: 4.040 D_real: 0.178 D_fake: 1.501 saving the latest model (epoch 14, total_steps 134000) (epoch: 14, iters: 4200, time: 0.439) G_GAN: 1.332 G_GAN_Feat: 10.243 G_VGG: 4.907 F_Flow: 125.516 F_Warp: 2.297 W: 4.506 D_real: 0.509 D_fake: 1.072 (epoch: 14, iters: 4400, time: 0.438) G_GAN: 0.659 G_GAN_Feat: 9.384 G_VGG: 4.162 F_Flow: 109.196 F_Warp: 1.629 W: 3.749 D_real: 0.239 D_fake: 1.611 (epoch: 14, iters: 4600, time: 0.437) G_GAN: 1.528 G_GAN_Feat: 10.421 G_VGG: 4.414 F_Flow: 141.220 F_Warp: 1.971 W: 4.597 D_real: 1.145 D_fake: 0.780 (epoch: 14, iters: 4800, time: 0.439) G_GAN: 1.366 G_GAN_Feat: 10.853 G_VGG: 4.706 F_Flow: 111.107 F_Warp: 2.051 W: 4.146 D_real: 0.580 D_fake: 0.805 (epoch: 14, iters: 5000, time: 0.441) G_GAN: 1.426 G_GAN_Feat: 8.215 G_VGG: 4.181 F_Flow: 124.466 F_Warp: 1.485 W: 3.214 D_real: 0.861 D_fake: 0.757 saving the latest model (epoch 14, total_steps 135000) (epoch: 14, iters: 5200, time: 0.436) G_GAN: 1.064 G_GAN_Feat: 9.665 G_VGG: 4.354 F_Flow: 97.754 F_Warp: 1.566 W: 3.614 D_real: 0.495 D_fake: 1.326 (epoch: 14, iters: 5400, time: 0.434) G_GAN: 1.239 G_GAN_Feat: 11.412 G_VGG: 5.034 F_Flow: 140.911 F_Warp: 2.196 W: 4.615 D_real: 0.479 D_fake: 0.992 (epoch: 14, iters: 5600, time: 0.442) G_GAN: 1.669 G_GAN_Feat: 10.091 G_VGG: 4.793 F_Flow: 117.726 F_Warp: 2.106 W: 4.286 D_real: 0.979 D_fake: 0.773 (epoch: 14, iters: 5800, time: 0.439) G_GAN: 1.323 G_GAN_Feat: 9.055 G_VGG: 4.086 F_Flow: 112.747 F_Warp: 1.578 W: 3.496 D_real: 0.805 D_fake: 0.619 (epoch: 14, iters: 6000, time: 0.439) G_GAN: 1.840 G_GAN_Feat: 10.334 G_VGG: 4.695 F_Flow: 113.949 F_Warp: 1.920 W: 4.179 D_real: 1.252 D_fake: 0.432 saving the latest model (epoch 14, total_steps 136000) (epoch: 14, iters: 6200, time: 0.439) G_GAN: 1.525 G_GAN_Feat: 9.709 G_VGG: 4.268 F_Flow: 107.212 F_Warp: 1.902 W: 3.776 D_real: 0.706 D_fake: 0.629 (epoch: 14, iters: 6400, time: 0.438) G_GAN: 0.944 G_GAN_Feat: 9.580 G_VGG: 4.496 F_Flow: 107.596 F_Warp: 1.805 W: 3.989 D_real: 0.580 D_fake: 0.963 (epoch: 14, iters: 6600, time: 0.439) G_GAN: 1.358 G_GAN_Feat: 9.729 G_VGG: 4.604 F_Flow: 131.731 F_Warp: 1.814 W: 3.850 D_real: 0.640 D_fake: 0.677 (epoch: 14, iters: 6800, time: 0.439) G_GAN: 2.336 G_GAN_Feat: 9.867 G_VGG: 4.171 F_Flow: 108.484 F_Warp: 1.537 W: 3.465 D_real: 1.831 D_fake: 0.387 (epoch: 14, iters: 7000, time: 0.442) G_GAN: 1.286 G_GAN_Feat: 10.143 G_VGG: 4.877 F_Flow: 120.607 F_Warp: 1.975 W: 4.353 D_real: 0.641 D_fake: 0.948 saving the latest model (epoch 14, total_steps 137000) (epoch: 14, iters: 7200, time: 0.437) G_GAN: 1.565 G_GAN_Feat: 9.681 G_VGG: 4.394 F_Flow: 130.547 F_Warp: 1.982 W: 4.013 D_real: 0.906 D_fake: 0.603 (epoch: 14, iters: 7400, time: 0.439) G_GAN: 1.132 G_GAN_Feat: 9.395 G_VGG: 4.652 F_Flow: 117.449 F_Warp: 1.659 W: 3.724 D_real: 0.437 D_fake: 1.321 (epoch: 14, iters: 7600, time: 0.438) G_GAN: 1.805 G_GAN_Feat: 9.798 G_VGG: 4.281 F_Flow: 135.440 F_Warp: 1.570 W: 3.420 D_real: 1.416 D_fake: 0.544 (epoch: 14, iters: 7800, time: 0.440) G_GAN: 1.830 G_GAN_Feat: 10.129 G_VGG: 4.106 F_Flow: 130.266 F_Warp: 1.553 W: 3.709 D_real: 0.861 D_fake: 0.597 (epoch: 14, iters: 8000, time: 0.438) G_GAN: 1.667 G_GAN_Feat: 9.969 G_VGG: 4.726 F_Flow: 139.257 F_Warp: 1.892 W: 4.028 D_real: 0.798 D_fake: 0.828 saving the latest model (epoch 14, total_steps 138000) (epoch: 14, iters: 8200, time: 0.437) G_GAN: 2.087 G_GAN_Feat: 9.840 G_VGG: 4.539 F_Flow: 127.069 F_Warp: 1.601 W: 3.445 D_real: 1.392 D_fake: 0.180 (epoch: 14, iters: 8400, time: 0.437) G_GAN: 1.655 G_GAN_Feat: 8.973 G_VGG: 4.179 F_Flow: 149.965 F_Warp: 1.512 W: 3.438 D_real: 1.313 D_fake: 0.648 (epoch: 14, iters: 8600, time: 0.436) G_GAN: 0.592 G_GAN_Feat: 9.272 G_VGG: 4.718 F_Flow: 117.437 F_Warp: 1.849 W: 3.958 D_real: 0.441 D_fake: 1.338 (epoch: 14, iters: 8800, time: 0.437) G_GAN: 1.844 G_GAN_Feat: 10.237 G_VGG: 4.414 F_Flow: 104.909 F_Warp: 1.918 W: 4.039 D_real: 0.989 D_fake: 0.664 (epoch: 14, iters: 9000, time: 0.436) G_GAN: 1.653 G_GAN_Feat: 9.546 G_VGG: 4.575 F_Flow: 123.464 F_Warp: 1.532 W: 3.399 D_real: 1.064 D_fake: 0.383 saving the latest model (epoch 14, total_steps 139000) (epoch: 14, iters: 9200, time: 0.440) G_GAN: 1.203 G_GAN_Feat: 10.249 G_VGG: 4.651 F_Flow: 105.101 F_Warp: 1.940 W: 4.415 D_real: 0.824 D_fake: 0.805 (epoch: 14, iters: 9400, time: 0.435) G_GAN: 2.085 G_GAN_Feat: 9.366 G_VGG: 4.656 F_Flow: 140.934 F_Warp: 1.646 W: 3.824 D_real: 1.387 D_fake: 0.296 (epoch: 14, iters: 9600, time: 0.437) G_GAN: 1.443 G_GAN_Feat: 8.917 G_VGG: 4.625 F_Flow: 129.450 F_Warp: 1.885 W: 3.989 D_real: 0.950 D_fake: 0.837 (epoch: 14, iters: 9800, time: 0.440) G_GAN: 1.561 G_GAN_Feat: 9.284 G_VGG: 4.441 F_Flow: 109.523 F_Warp: 1.824 W: 3.894 D_real: 0.740 D_fake: 0.791 (epoch: 14, iters: 10000, time: 0.433) G_GAN: 1.133 G_GAN_Feat: 11.142 G_VGG: 4.579 F_Flow: 114.954 F_Warp: 1.988 W: 4.414 D_real: 0.724 D_fake: 0.937 saving the latest model (epoch 14, total_steps 140000) End of epoch 14 / 100 Time Taken: 4503 sec (epoch: 15, iters: 200, time: 0.455) G_GAN: 0.323 G_GAN_Feat: 11.035 G_VGG: 4.736 F_Flow: 98.349 F_Warp: 1.826 W: 4.060 D_real: 0.200 D_fake: 1.715 (epoch: 15, iters: 400, time: 0.452) G_GAN: 1.633 G_GAN_Feat: 8.507 G_VGG: 3.969 F_Flow: 164.353 F_Warp: 1.561 W: 3.535 D_real: 1.192 D_fake: 0.687 (epoch: 15, iters: 600, time: 0.445) G_GAN: 1.747 G_GAN_Feat: 9.576 G_VGG: 4.124 F_Flow: 100.756 F_Warp: 1.495 W: 3.678 D_real: 1.418 D_fake: 0.376 (epoch: 15, iters: 800, time: 0.446) G_GAN: 1.600 G_GAN_Feat: 9.620 G_VGG: 4.643 F_Flow: 110.959 F_Warp: 1.792 W: 3.689 D_real: 0.605 D_fake: 0.876 (epoch: 15, iters: 1000, time: 0.449) G_GAN: 1.420 G_GAN_Feat: 9.700 G_VGG: 4.456 F_Flow: 105.761 F_Warp: 1.772 W: 3.686 D_real: 0.715 D_fake: 1.064 saving the latest model (epoch 15, total_steps 141000) (epoch: 15, iters: 1200, time: 0.454) G_GAN: 1.547 G_GAN_Feat: 9.963 G_VGG: 4.741 F_Flow: 89.867 F_Warp: 1.686 W: 3.841 D_real: 0.628 D_fake: 0.596 (epoch: 15, iters: 1400, time: 0.448) G_GAN: 1.353 G_GAN_Feat: 9.881 G_VGG: 4.392 F_Flow: 93.771 F_Warp: 1.586 W: 3.773 D_real: 0.866 D_fake: 0.447 (epoch: 15, iters: 1600, time: 0.446) G_GAN: 1.489 G_GAN_Feat: 10.634 G_VGG: 5.415 F_Flow: 128.741 F_Warp: 2.379 W: 4.608 D_real: 0.568 D_fake: 0.816 (epoch: 15, iters: 1800, time: 0.449) G_GAN: 1.513 G_GAN_Feat: 11.713 G_VGG: 4.706 F_Flow: 98.689 F_Warp: 2.410 W: 4.952 D_real: 0.699 D_fake: 0.961 (epoch: 15, iters: 2000, time: 0.447) G_GAN: 2.433 G_GAN_Feat: 9.644 G_VGG: 4.550 F_Flow: 147.906 F_Warp: 1.858 W: 4.193 D_real: 1.740 D_fake: 0.120 saving the latest model (epoch 15, total_steps 142000) (epoch: 15, iters: 2200, time: 0.448) G_GAN: 1.600 G_GAN_Feat: 9.724 G_VGG: 4.535 F_Flow: 112.910 F_Warp: 2.093 W: 4.326 D_real: 1.139 D_fake: 0.537 (epoch: 15, iters: 2400, time: 0.450) G_GAN: 1.331 G_GAN_Feat: 9.390 G_VGG: 4.224 F_Flow: 131.557 F_Warp: 1.487 W: 3.446 D_real: 0.789 D_fake: 1.084 (epoch: 15, iters: 2600, time: 0.448) G_GAN: 1.464 G_GAN_Feat: 9.527 G_VGG: 4.456 F_Flow: 115.505 F_Warp: 1.768 W: 3.916 D_real: 1.053 D_fake: 0.795 (epoch: 15, iters: 2800, time: 0.448) G_GAN: 2.021 G_GAN_Feat: 10.489 G_VGG: 4.826 F_Flow: 169.198 F_Warp: 2.080 W: 4.480 D_real: 1.219 D_fake: 0.324 (epoch: 15, iters: 3000, time: 0.453) G_GAN: 1.845 G_GAN_Feat: 9.628 G_VGG: 4.634 F_Flow: 116.846 F_Warp: 1.860 W: 3.776 D_real: 0.582 D_fake: 0.916 saving the latest model (epoch 15, total_steps 143000) (epoch: 15, iters: 3200, time: 0.451) G_GAN: 0.885 G_GAN_Feat: 11.074 G_VGG: 5.062 F_Flow: 143.307 F_Warp: 2.652 W: 4.838 D_real: 0.331 D_fake: 1.319 (epoch: 15, iters: 3400, time: 0.448) G_GAN: 1.270 G_GAN_Feat: 9.707 G_VGG: 4.493 F_Flow: 109.534 F_Warp: 1.660 W: 3.619 D_real: 0.610 D_fake: 1.154 (epoch: 15, iters: 3600, time: 0.446) G_GAN: 0.785 G_GAN_Feat: 10.223 G_VGG: 5.104 F_Flow: 121.581 F_Warp: 2.198 W: 4.407 D_real: 0.342 D_fake: 1.450 (epoch: 15, iters: 3800, time: 0.454) G_GAN: 1.375 G_GAN_Feat: 10.083 G_VGG: 4.830 F_Flow: 96.822 F_Warp: 1.879 W: 4.158 D_real: 0.458 D_fake: 0.907 (epoch: 15, iters: 4000, time: 0.446) G_GAN: 1.675 G_GAN_Feat: 11.100 G_VGG: 5.229 F_Flow: 113.517 F_Warp: 2.216 W: 4.294 D_real: 0.591 D_fake: 0.762 saving the latest model (epoch 15, total_steps 144000) (epoch: 15, iters: 4200, time: 0.447) G_GAN: 2.303 G_GAN_Feat: 9.814 G_VGG: 4.883 F_Flow: 109.865 F_Warp: 2.193 W: 4.439 D_real: 1.461 D_fake: 0.321 (epoch: 15, iters: 4400, time: 0.446) G_GAN: 0.998 G_GAN_Feat: 11.090 G_VGG: 4.797 F_Flow: 119.859 F_Warp: 2.203 W: 4.657 D_real: 0.487 D_fake: 1.185 (epoch: 15, iters: 4600, time: 0.451) G_GAN: 2.279 G_GAN_Feat: 10.159 G_VGG: 4.996 F_Flow: 122.536 F_Warp: 2.191 W: 4.334 D_real: 1.615 D_fake: 0.278 (epoch: 15, iters: 4800, time: 0.447) G_GAN: 2.275 G_GAN_Feat: 10.695 G_VGG: 4.142 F_Flow: 132.941 F_Warp: 1.641 W: 3.742 D_real: 1.554 D_fake: 0.170 (epoch: 15, iters: 5000, time: 0.446) G_GAN: 2.541 G_GAN_Feat: 10.497 G_VGG: 4.325 F_Flow: 120.212 F_Warp: 1.908 W: 3.882 D_real: 1.891 D_fake: 0.052 saving the latest model (epoch 15, total_steps 145000) (epoch: 15, iters: 5200, time: 0.449) G_GAN: 1.857 G_GAN_Feat: 10.112 G_VGG: 4.511 F_Flow: 105.116 F_Warp: 1.767 W: 3.870 D_real: 1.129 D_fake: 0.359 (epoch: 15, iters: 5400, time: 0.452) G_GAN: 1.271 G_GAN_Feat: 10.706 G_VGG: 5.038 F_Flow: 101.600 F_Warp: 2.150 W: 4.355 D_real: 0.568 D_fake: 1.003 (epoch: 15, iters: 5600, time: 0.449) G_GAN: 1.649 G_GAN_Feat: 9.858 G_VGG: 4.643 F_Flow: 133.796 F_Warp: 1.733 W: 3.919 D_real: 1.136 D_fake: 0.510 (epoch: 15, iters: 5800, time: 0.452) G_GAN: 1.992 G_GAN_Feat: 9.713 G_VGG: 4.593 F_Flow: 120.897 F_Warp: 1.707 W: 3.920 D_real: 1.499 D_fake: 0.421 (epoch: 15, iters: 6000, time: 0.449) G_GAN: 1.510 G_GAN_Feat: 10.411 G_VGG: 4.672 F_Flow: 103.737 F_Warp: 1.829 W: 4.012 D_real: 0.853 D_fake: 0.921 saving the latest model (epoch 15, total_steps 146000) (epoch: 15, iters: 6200, time: 0.450) G_GAN: 1.437 G_GAN_Feat: 9.102 G_VGG: 4.250 F_Flow: 105.646 F_Warp: 1.491 W: 3.508 D_real: 1.007 D_fake: 0.522 (epoch: 15, iters: 6400, time: 0.446) G_GAN: 1.215 G_GAN_Feat: 11.373 G_VGG: 5.135 F_Flow: 167.993 F_Warp: 2.508 W: 4.929 D_real: 0.517 D_fake: 1.163 (epoch: 15, iters: 6600, time: 0.455) G_GAN: 1.853 G_GAN_Feat: 9.657 G_VGG: 4.454 F_Flow: 121.906 F_Warp: 1.919 W: 4.030 D_real: 1.497 D_fake: 0.278 (epoch: 15, iters: 6800, time: 0.445) G_GAN: 1.560 G_GAN_Feat: 9.929 G_VGG: 4.292 F_Flow: 176.672 F_Warp: 1.933 W: 4.302 D_real: 0.858 D_fake: 0.869 (epoch: 15, iters: 7000, time: 0.447) G_GAN: 0.820 G_GAN_Feat: 10.052 G_VGG: 4.610 F_Flow: 138.892 F_Warp: 1.702 W: 3.966 D_real: 0.357 D_fake: 1.602 saving the latest model (epoch 15, total_steps 147000) (epoch: 15, iters: 7200, time: 0.450) G_GAN: 1.685 G_GAN_Feat: 9.403 G_VGG: 4.471 F_Flow: 123.516 F_Warp: 1.712 W: 3.249 D_real: 0.462 D_fake: 0.906 (epoch: 15, iters: 7400, time: 0.447) G_GAN: 1.955 G_GAN_Feat: 11.189 G_VGG: 4.408 F_Flow: 113.242 F_Warp: 1.724 W: 3.843 D_real: 0.939 D_fake: 0.838 (epoch: 15, iters: 7600, time: 0.447) G_GAN: 1.332 G_GAN_Feat: 8.778 G_VGG: 4.051 F_Flow: 117.153 F_Warp: 1.424 W: 3.324 D_real: 0.701 D_fake: 0.921 (epoch: 15, iters: 7800, time: 0.449) G_GAN: 1.331 G_GAN_Feat: 10.493 G_VGG: 4.745 F_Flow: 95.154 F_Warp: 2.084 W: 4.037 D_real: 0.272 D_fake: 1.513 (epoch: 15, iters: 8000, time: 0.453) G_GAN: 0.896 G_GAN_Feat: 9.878 G_VGG: 4.883 F_Flow: 97.341 F_Warp: 1.714 W: 3.982 D_real: 0.425 D_fake: 1.352 saving the latest model (epoch 15, total_steps 148000) (epoch: 15, iters: 8200, time: 0.446) G_GAN: 1.626 G_GAN_Feat: 10.066 G_VGG: 4.383 F_Flow: 132.817 F_Warp: 1.704 W: 3.618 D_real: 0.849 D_fake: 0.634 (epoch: 15, iters: 8400, time: 0.446) G_GAN: 2.203 G_GAN_Feat: 9.554 G_VGG: 4.665 F_Flow: 114.586 F_Warp: 1.745 W: 3.729 D_real: 1.323 D_fake: 0.421 (epoch: 15, iters: 8600, time: 0.447) G_GAN: 0.787 G_GAN_Feat: 10.226 G_VGG: 4.293 F_Flow: 113.505 F_Warp: 1.770 W: 3.492 D_real: 0.350 D_fake: 1.475 (epoch: 15, iters: 8800, time: 0.442) G_GAN: 2.336 G_GAN_Feat: 11.177 G_VGG: 5.000 F_Flow: 112.485 F_Warp: 2.379 W: 4.294 D_real: 0.925 D_fake: 0.385 (epoch: 15, iters: 9000, time: 0.449) G_GAN: 2.602 G_GAN_Feat: 8.437 G_VGG: 3.997 F_Flow: 141.335 F_Warp: 1.393 W: 3.453 D_real: 2.040 D_fake: 0.073 saving the latest model (epoch 15, total_steps 149000) (epoch: 15, iters: 9200, time: 0.448) G_GAN: 0.784 G_GAN_Feat: 8.853 G_VGG: 4.511 F_Flow: 114.543 F_Warp: 1.477 W: 3.520 D_real: 0.570 D_fake: 1.168 (epoch: 15, iters: 9400, time: 0.445) G_GAN: 2.231 G_GAN_Feat: 10.413 G_VGG: 4.740 F_Flow: 133.337 F_Warp: 2.013 W: 4.141 D_real: 1.265 D_fake: 0.431 (epoch: 15, iters: 9600, time: 0.445) G_GAN: 1.255 G_GAN_Feat: 10.451 G_VGG: 4.496 F_Flow: 158.202 F_Warp: 1.838 W: 4.046 D_real: 0.621 D_fake: 0.910 (epoch: 15, iters: 9800, time: 0.448) G_GAN: 1.544 G_GAN_Feat: 10.983 G_VGG: 5.238 F_Flow: 109.624 F_Warp: 2.391 W: 4.798 D_real: 0.791 D_fake: 0.832 (epoch: 15, iters: 10000, time: 0.443) G_GAN: 1.273 G_GAN_Feat: 9.345 G_VGG: 4.659 F_Flow: 109.579 F_Warp: 1.519 W: 3.540 D_real: 0.523 D_fake: 0.842 saving the latest model (epoch 15, total_steps 150000) End of epoch 15 / 100 Time Taken: 4587 sec saving the model at the end of epoch 15, iters 150000 (epoch: 16, iters: 200, time: 0.461) G_GAN: 2.209 G_GAN_Feat: 9.643 G_VGG: 4.661 F_Flow: 136.154 F_Warp: 1.700 W: 3.847 D_real: 1.343 D_fake: 0.210 (epoch: 16, iters: 400, time: 0.451) G_GAN: 1.087 G_GAN_Feat: 10.239 G_VGG: 4.637 F_Flow: 166.408 F_Warp: 1.987 W: 4.231 D_real: 0.343 D_fake: 1.390 (epoch: 16, iters: 600, time: 0.453) G_GAN: 1.359 G_GAN_Feat: 11.040 G_VGG: 5.088 F_Flow: 131.394 F_Warp: 2.083 W: 4.326 D_real: 0.556 D_fake: 1.085 (epoch: 16, iters: 800, time: 0.448) G_GAN: 1.529 G_GAN_Feat: 10.774 G_VGG: 4.957 F_Flow: 115.258 F_Warp: 2.256 W: 4.446 D_real: 1.035 D_fake: 0.688 (epoch: 16, iters: 1000, time: 0.451) G_GAN: 2.557 G_GAN_Feat: 9.580 G_VGG: 4.675 F_Flow: 124.491 F_Warp: 1.754 W: 3.632 D_real: 1.476 D_fake: 0.101 saving the latest model (epoch 16, total_steps 151000) (epoch: 16, iters: 1200, time: 0.452) G_GAN: 1.022 G_GAN_Feat: 9.419 G_VGG: 4.344 F_Flow: 141.183 F_Warp: 1.643 W: 3.549 D_real: 0.353 D_fake: 1.419 (epoch: 16, iters: 1400, time: 0.445) G_GAN: 1.354 G_GAN_Feat: 9.665 G_VGG: 4.569 F_Flow: 102.135 F_Warp: 1.646 W: 3.741 D_real: 0.567 D_fake: 0.993 (epoch: 16, iters: 1600, time: 0.447) G_GAN: 1.522 G_GAN_Feat: 9.173 G_VGG: 4.792 F_Flow: 107.412 F_Warp: 1.776 W: 3.632 D_real: 0.661 D_fake: 0.933 (epoch: 16, iters: 1800, time: 0.447) G_GAN: 1.097 G_GAN_Feat: 9.987 G_VGG: 4.820 F_Flow: 120.373 F_Warp: 1.613 W: 3.967 D_real: 0.546 D_fake: 1.289 (epoch: 16, iters: 2000, time: 0.453) G_GAN: 1.399 G_GAN_Feat: 9.470 G_VGG: 4.299 F_Flow: 87.996 F_Warp: 1.387 W: 3.519 D_real: 1.069 D_fake: 0.533 saving the latest model (epoch 16, total_steps 152000) (epoch: 16, iters: 2200, time: 0.452) G_GAN: 2.047 G_GAN_Feat: 8.893 G_VGG: 4.165 F_Flow: 122.306 F_Warp: 1.385 W: 3.415 D_real: 1.687 D_fake: 0.390 (epoch: 16, iters: 2400, time: 0.452) G_GAN: 0.521 G_GAN_Feat: 9.285 G_VGG: 4.361 F_Flow: 121.785 F_Warp: 1.909 W: 4.075 D_real: 0.330 D_fake: 1.531 (epoch: 16, iters: 2600, time: 0.454) G_GAN: 1.579 G_GAN_Feat: 9.432 G_VGG: 4.375 F_Flow: 91.080 F_Warp: 1.563 W: 3.597 D_real: 1.045 D_fake: 0.841 (epoch: 16, iters: 2800, time: 0.452) G_GAN: 1.786 G_GAN_Feat: 9.655 G_VGG: 4.575 F_Flow: 101.085 F_Warp: 1.697 W: 3.575 D_real: 1.083 D_fake: 0.707 (epoch: 16, iters: 3000, time: 0.443) G_GAN: 1.409 G_GAN_Feat: 9.626 G_VGG: 4.524 F_Flow: 135.630 F_Warp: 1.596 W: 3.753 D_real: 0.753 D_fake: 0.786 saving the latest model (epoch 16, total_steps 153000) (epoch: 16, iters: 3200, time: 0.448) G_GAN: 1.104 G_GAN_Feat: 9.946 G_VGG: 4.955 F_Flow: 124.011 F_Warp: 1.842 W: 3.965 D_real: 0.286 D_fake: 1.583 (epoch: 16, iters: 3400, time: 0.450) G_GAN: 1.385 G_GAN_Feat: 9.289 G_VGG: 4.216 F_Flow: 104.448 F_Warp: 1.667 W: 3.654 D_real: 1.092 D_fake: 0.761 (epoch: 16, iters: 3600, time: 0.451) G_GAN: 0.866 G_GAN_Feat: 9.725 G_VGG: 4.545 F_Flow: 147.087 F_Warp: 2.095 W: 4.139 D_real: 0.323 D_fake: 1.383 (epoch: 16, iters: 3800, time: 0.446) G_GAN: 1.977 G_GAN_Feat: 10.009 G_VGG: 4.705 F_Flow: 112.230 F_Warp: 1.804 W: 4.060 D_real: 1.047 D_fake: 0.481 (epoch: 16, iters: 4000, time: 0.449) G_GAN: 1.242 G_GAN_Feat: 9.250 G_VGG: 4.076 F_Flow: 108.230 F_Warp: 1.480 W: 3.387 D_real: 0.761 D_fake: 0.834 saving the latest model (epoch 16, total_steps 154000) (epoch: 16, iters: 4200, time: 0.454) G_GAN: 1.079 G_GAN_Feat: 10.885 G_VGG: 4.512 F_Flow: 152.814 F_Warp: 2.332 W: 4.745 D_real: 0.599 D_fake: 1.058 (epoch: 16, iters: 4400, time: 0.448) G_GAN: 1.419 G_GAN_Feat: 10.135 G_VGG: 4.574 F_Flow: 107.876 F_Warp: 1.670 W: 3.655 D_real: 0.556 D_fake: 0.873 (epoch: 16, iters: 4600, time: 0.451) G_GAN: 2.173 G_GAN_Feat: 8.349 G_VGG: 4.177 F_Flow: 126.271 F_Warp: 1.485 W: 3.270 D_real: 1.516 D_fake: 0.276 (epoch: 16, iters: 4800, time: 0.453) G_GAN: 2.175 G_GAN_Feat: 10.306 G_VGG: 4.829 F_Flow: 116.276 F_Warp: 1.857 W: 3.903 D_real: 1.099 D_fake: 0.434 (epoch: 16, iters: 5000, time: 0.454) G_GAN: 1.679 G_GAN_Feat: 9.893 G_VGG: 4.482 F_Flow: 106.891 F_Warp: 1.674 W: 3.337 D_real: 0.556 D_fake: 0.600 saving the latest model (epoch 16, total_steps 155000) (epoch: 16, iters: 5200, time: 0.448) G_GAN: 1.750 G_GAN_Feat: 9.585 G_VGG: 4.742 F_Flow: 125.836 F_Warp: 1.912 W: 4.270 D_real: 1.113 D_fake: 0.527 (epoch: 16, iters: 5400, time: 0.449) G_GAN: 2.263 G_GAN_Feat: 9.526 G_VGG: 4.753 F_Flow: 126.781 F_Warp: 1.689 W: 3.786 D_real: 1.617 D_fake: 0.220 (epoch: 16, iters: 5600, time: 0.452) G_GAN: 1.890 G_GAN_Feat: 10.381 G_VGG: 5.389 F_Flow: 134.245 F_Warp: 2.217 W: 4.268 D_real: 0.892 D_fake: 0.536 (epoch: 16, iters: 5800, time: 0.448) G_GAN: 2.088 G_GAN_Feat: 9.743 G_VGG: 4.386 F_Flow: 117.487 F_Warp: 1.743 W: 3.711 D_real: 1.170 D_fake: 0.462 (epoch: 16, iters: 6000, time: 0.454) G_GAN: 1.368 G_GAN_Feat: 11.055 G_VGG: 4.839 F_Flow: 150.944 F_Warp: 2.241 W: 4.688 D_real: 0.542 D_fake: 1.037 saving the latest model (epoch 16, total_steps 156000) (epoch: 16, iters: 6200, time: 0.459) G_GAN: 0.590 G_GAN_Feat: 9.797 G_VGG: 3.902 F_Flow: 160.329 F_Warp: 1.521 W: 3.607 D_real: 0.229 D_fake: 1.406 (epoch: 16, iters: 6400, time: 0.453) G_GAN: 0.520 G_GAN_Feat: 10.845 G_VGG: 5.133 F_Flow: 91.104 F_Warp: 2.047 W: 3.941 D_real: 0.170 D_fake: 1.694 (epoch: 16, iters: 6600, time: 0.452) G_GAN: 1.545 G_GAN_Feat: 10.423 G_VGG: 4.739 F_Flow: 148.835 F_Warp: 1.978 W: 4.200 D_real: 0.798 D_fake: 0.730 (epoch: 16, iters: 6800, time: 0.453) G_GAN: 1.054 G_GAN_Feat: 10.042 G_VGG: 4.740 F_Flow: 97.778 F_Warp: 1.879 W: 3.953 D_real: 0.931 D_fake: 1.039 (epoch: 16, iters: 7000, time: 0.454) G_GAN: 1.167 G_GAN_Feat: 10.018 G_VGG: 4.484 F_Flow: 137.834 F_Warp: 2.028 W: 3.739 D_real: 0.571 D_fake: 1.122 saving the latest model (epoch 16, total_steps 157000) (epoch: 16, iters: 7200, time: 0.456) G_GAN: 2.053 G_GAN_Feat: 10.261 G_VGG: 4.625 F_Flow: 133.674 F_Warp: 2.246 W: 4.105 D_real: 1.074 D_fake: 0.467 (epoch: 16, iters: 7400, time: 0.454) G_GAN: 1.060 G_GAN_Feat: 8.386 G_VGG: 4.337 F_Flow: 105.417 F_Warp: 1.662 W: 3.338 D_real: 0.322 D_fake: 1.302 (epoch: 16, iters: 7600, time: 0.453) G_GAN: 0.970 G_GAN_Feat: 10.235 G_VGG: 4.813 F_Flow: 110.251 F_Warp: 1.814 W: 4.033 D_real: 0.378 D_fake: 1.351 (epoch: 16, iters: 7800, time: 0.459) G_GAN: 2.101 G_GAN_Feat: 11.004 G_VGG: 5.016 F_Flow: 151.425 F_Warp: 2.641 W: 4.322 D_real: 0.717 D_fake: 0.544 (epoch: 16, iters: 8000, time: 0.454) G_GAN: 1.052 G_GAN_Feat: 9.378 G_VGG: 4.477 F_Flow: 117.613 F_Warp: 1.700 W: 3.575 D_real: 0.484 D_fake: 1.216 saving the latest model (epoch 16, total_steps 158000) (epoch: 16, iters: 8200, time: 0.448) G_GAN: 1.898 G_GAN_Feat: 9.147 G_VGG: 4.188 F_Flow: 111.024 F_Warp: 1.407 W: 3.290 D_real: 1.145 D_fake: 0.599 (epoch: 16, iters: 8400, time: 0.448) G_GAN: 1.717 G_GAN_Feat: 10.437 G_VGG: 4.529 F_Flow: 130.605 F_Warp: 1.801 W: 4.053 D_real: 1.128 D_fake: 0.430 (epoch: 16, iters: 8600, time: 0.454) G_GAN: 1.202 G_GAN_Feat: 10.367 G_VGG: 4.775 F_Flow: 109.100 F_Warp: 2.031 W: 4.161 D_real: 0.506 D_fake: 1.276 (epoch: 16, iters: 8800, time: 0.453) G_GAN: 2.263 G_GAN_Feat: 9.666 G_VGG: 4.630 F_Flow: 105.214 F_Warp: 1.956 W: 3.967 D_real: 1.196 D_fake: 0.238 (epoch: 16, iters: 9000, time: 0.448) G_GAN: 1.147 G_GAN_Feat: 9.930 G_VGG: 5.256 F_Flow: 119.474 F_Warp: 2.000 W: 3.961 D_real: 0.544 D_fake: 1.147 saving the latest model (epoch 16, total_steps 159000) (epoch: 16, iters: 9200, time: 0.453) G_GAN: 1.600 G_GAN_Feat: 9.597 G_VGG: 4.312 F_Flow: 101.704 F_Warp: 1.517 W: 3.547 D_real: 0.930 D_fake: 0.860 (epoch: 16, iters: 9400, time: 0.454) G_GAN: 1.756 G_GAN_Feat: 10.200 G_VGG: 5.105 F_Flow: 120.986 F_Warp: 2.071 W: 4.176 D_real: 0.721 D_fake: 0.528 (epoch: 16, iters: 9600, time: 0.449) G_GAN: 0.642 G_GAN_Feat: 10.057 G_VGG: 4.197 F_Flow: 130.558 F_Warp: 1.557 W: 3.706 D_real: 0.156 D_fake: 1.526 (epoch: 16, iters: 9800, time: 0.448) G_GAN: 1.625 G_GAN_Feat: 10.183 G_VGG: 4.763 F_Flow: 119.072 F_Warp: 1.760 W: 3.886 D_real: 0.940 D_fake: 0.599 (epoch: 16, iters: 10000, time: 0.450) G_GAN: 0.377 G_GAN_Feat: 8.968 G_VGG: 4.218 F_Flow: 117.525 F_Warp: 1.583 W: 3.372 D_real: 0.186 D_fake: 1.524 saving the latest model (epoch 16, total_steps 160000) End of epoch 16 / 100 Time Taken: 4624 sec (epoch: 17, iters: 200, time: 0.463) G_GAN: 1.634 G_GAN_Feat: 10.323 G_VGG: 4.476 F_Flow: 114.185 F_Warp: 1.693 W: 3.967 D_real: 1.102 D_fake: 0.648 (epoch: 17, iters: 400, time: 0.449) G_GAN: 1.976 G_GAN_Feat: 9.367 G_VGG: 4.730 F_Flow: 131.341 F_Warp: 1.836 W: 3.831 D_real: 1.107 D_fake: 0.467 (epoch: 17, iters: 600, time: 0.455) G_GAN: 1.570 G_GAN_Feat: 9.430 G_VGG: 4.081 F_Flow: 83.677 F_Warp: 1.232 W: 2.949 D_real: 1.013 D_fake: 0.693 (epoch: 17, iters: 800, time: 0.454) G_GAN: 1.569 G_GAN_Feat: 10.309 G_VGG: 4.817 F_Flow: 137.237 F_Warp: 1.907 W: 4.143 D_real: 0.638 D_fake: 0.920 (epoch: 17, iters: 1000, time: 0.454) G_GAN: 1.269 G_GAN_Feat: 8.459 G_VGG: 4.524 F_Flow: 131.781 F_Warp: 1.500 W: 3.348 D_real: 0.795 D_fake: 0.903 saving the latest model (epoch 17, total_steps 161000) (epoch: 17, iters: 1200, time: 0.454) G_GAN: 2.319 G_GAN_Feat: 10.798 G_VGG: 5.017 F_Flow: 147.241 F_Warp: 2.193 W: 4.550 D_real: 1.023 D_fake: 0.330 (epoch: 17, iters: 1400, time: 0.454) G_GAN: 2.035 G_GAN_Feat: 9.642 G_VGG: 4.265 F_Flow: 116.276 F_Warp: 1.780 W: 4.040 D_real: 0.862 D_fake: 0.446 (epoch: 17, iters: 1600, time: 0.452) G_GAN: 1.474 G_GAN_Feat: 9.429 G_VGG: 4.267 F_Flow: 114.124 F_Warp: 1.952 W: 3.964 D_real: 1.104 D_fake: 0.614 (epoch: 17, iters: 1800, time: 0.455) G_GAN: 2.092 G_GAN_Feat: 10.086 G_VGG: 4.503 F_Flow: 107.321 F_Warp: 1.590 W: 3.492 D_real: 1.476 D_fake: 0.465 (epoch: 17, iters: 2000, time: 0.451) G_GAN: 0.971 G_GAN_Feat: 11.510 G_VGG: 4.761 F_Flow: 107.706 F_Warp: 2.353 W: 4.680 D_real: 0.192 D_fake: 1.352 saving the latest model (epoch 17, total_steps 162000) (epoch: 17, iters: 2200, time: 0.447) G_GAN: 2.725 G_GAN_Feat: 9.924 G_VGG: 4.744 F_Flow: 115.445 F_Warp: 1.874 W: 4.072 D_real: 1.974 D_fake: 0.105 (epoch: 17, iters: 2400, time: 0.452) G_GAN: 2.482 G_GAN_Feat: 9.920 G_VGG: 4.166 F_Flow: 80.229 F_Warp: 1.914 W: 3.734 D_real: 1.832 D_fake: 0.195 (epoch: 17, iters: 2600, time: 0.457) G_GAN: 1.834 G_GAN_Feat: 11.052 G_VGG: 5.055 F_Flow: 81.363 F_Warp: 1.996 W: 3.868 D_real: 0.801 D_fake: 0.548 (epoch: 17, iters: 2800, time: 0.452) G_GAN: 0.642 G_GAN_Feat: 9.644 G_VGG: 4.313 F_Flow: 128.778 F_Warp: 1.843 W: 3.859 D_real: 0.330 D_fake: 1.489 (epoch: 17, iters: 3000, time: 0.450) G_GAN: 1.734 G_GAN_Feat: 9.961 G_VGG: 4.603 F_Flow: 94.248 F_Warp: 1.636 W: 3.704 D_real: 1.100 D_fake: 0.726 saving the latest model (epoch 17, total_steps 163000) (epoch: 17, iters: 3200, time: 0.451) G_GAN: 1.877 G_GAN_Feat: 10.569 G_VGG: 4.502 F_Flow: 159.657 F_Warp: 1.943 W: 4.296 D_real: 0.926 D_fake: 0.686 (epoch: 17, iters: 3400, time: 0.454) G_GAN: 1.578 G_GAN_Feat: 9.203 G_VGG: 4.521 F_Flow: 120.658 F_Warp: 1.577 W: 3.365 D_real: 0.803 D_fake: 0.741 (epoch: 17, iters: 3600, time: 0.449) G_GAN: 0.738 G_GAN_Feat: 9.380 G_VGG: 4.534 F_Flow: 136.305 F_Warp: 1.732 W: 3.779 D_real: 0.384 D_fake: 1.444 (epoch: 17, iters: 3800, time: 0.446) G_GAN: 1.012 G_GAN_Feat: 9.563 G_VGG: 4.269 F_Flow: 132.975 F_Warp: 1.859 W: 3.923 D_real: 0.700 D_fake: 1.139 (epoch: 17, iters: 4000, time: 0.448) G_GAN: 1.449 G_GAN_Feat: 10.410 G_VGG: 4.710 F_Flow: 92.852 F_Warp: 2.080 W: 4.526 D_real: 0.760 D_fake: 0.784 saving the latest model (epoch 17, total_steps 164000) (epoch: 17, iters: 4200, time: 0.447) G_GAN: 1.454 G_GAN_Feat: 10.040 G_VGG: 4.555 F_Flow: 127.198 F_Warp: 1.882 W: 4.205 D_real: 0.883 D_fake: 0.957 (epoch: 17, iters: 4400, time: 0.442) G_GAN: 2.106 G_GAN_Feat: 10.205 G_VGG: 5.000 F_Flow: 79.860 F_Warp: 1.876 W: 4.257 D_real: 0.938 D_fake: 0.695 (epoch: 17, iters: 4600, time: 0.445) G_GAN: 1.969 G_GAN_Feat: 8.196 G_VGG: 3.820 F_Flow: 103.039 F_Warp: 1.219 W: 3.023 D_real: 1.856 D_fake: 0.174 (epoch: 17, iters: 4800, time: 0.444) G_GAN: 1.406 G_GAN_Feat: 9.476 G_VGG: 4.314 F_Flow: 103.937 F_Warp: 1.690 W: 3.848 D_real: 0.742 D_fake: 0.789 (epoch: 17, iters: 5000, time: 0.448) G_GAN: 1.359 G_GAN_Feat: 9.895 G_VGG: 4.726 F_Flow: 124.901 F_Warp: 1.805 W: 3.578 D_real: 0.756 D_fake: 0.899 saving the latest model (epoch 17, total_steps 165000) (epoch: 17, iters: 5200, time: 0.442) G_GAN: 1.340 G_GAN_Feat: 9.238 G_VGG: 4.838 F_Flow: 121.868 F_Warp: 1.690 W: 3.640 D_real: 0.911 D_fake: 0.714 (epoch: 17, iters: 5400, time: 0.442) G_GAN: 2.316 G_GAN_Feat: 9.969 G_VGG: 4.297 F_Flow: 103.727 F_Warp: 1.572 W: 3.536 D_real: 1.668 D_fake: 0.181 (epoch: 17, iters: 5600, time: 0.443) G_GAN: 0.842 G_GAN_Feat: 8.960 G_VGG: 4.191 F_Flow: 121.425 F_Warp: 1.541 W: 3.501 D_real: 0.433 D_fake: 1.289 (epoch: 17, iters: 5800, time: 0.441) G_GAN: 1.262 G_GAN_Feat: 9.423 G_VGG: 4.150 F_Flow: 98.361 F_Warp: 1.481 W: 3.213 D_real: 0.618 D_fake: 1.102 (epoch: 17, iters: 6000, time: 0.443) G_GAN: 1.998 G_GAN_Feat: 10.120 G_VGG: 4.438 F_Flow: 92.585 F_Warp: 1.504 W: 3.552 D_real: 1.309 D_fake: 0.299 saving the latest model (epoch 17, total_steps 166000) (epoch: 17, iters: 6200, time: 0.440) G_GAN: 1.140 G_GAN_Feat: 9.987 G_VGG: 4.449 F_Flow: 121.215 F_Warp: 1.798 W: 3.900 D_real: 0.522 D_fake: 1.112 (epoch: 17, iters: 6400, time: 0.438) G_GAN: 2.160 G_GAN_Feat: 9.926 G_VGG: 4.141 F_Flow: 138.587 F_Warp: 1.717 W: 3.843 D_real: 1.235 D_fake: 0.365 (epoch: 17, iters: 6600, time: 0.437) G_GAN: 0.912 G_GAN_Feat: 9.703 G_VGG: 4.195 F_Flow: 118.698 F_Warp: 1.704 W: 3.768 D_real: 0.352 D_fake: 1.313 (epoch: 17, iters: 6800, time: 0.442) G_GAN: 2.096 G_GAN_Feat: 10.721 G_VGG: 4.692 F_Flow: 110.350 F_Warp: 2.265 W: 4.566 D_real: 1.269 D_fake: 0.269 (epoch: 17, iters: 7000, time: 0.442) G_GAN: 1.680 G_GAN_Feat: 8.620 G_VGG: 4.507 F_Flow: 108.423 F_Warp: 1.694 W: 3.531 D_real: 0.969 D_fake: 0.713 saving the latest model (epoch 17, total_steps 167000) (epoch: 17, iters: 7200, time: 0.437) G_GAN: 1.639 G_GAN_Feat: 9.931 G_VGG: 4.395 F_Flow: 128.340 F_Warp: 1.610 W: 3.619 D_real: 1.047 D_fake: 0.638 (epoch: 17, iters: 7400, time: 0.439) G_GAN: 1.237 G_GAN_Feat: 9.942 G_VGG: 4.304 F_Flow: 114.249 F_Warp: 1.588 W: 3.685 D_real: 0.606 D_fake: 0.905 (epoch: 17, iters: 7600, time: 0.439) G_GAN: 1.669 G_GAN_Feat: 11.000 G_VGG: 4.573 F_Flow: 114.764 F_Warp: 1.890 W: 4.006 D_real: 0.818 D_fake: 0.735 (epoch: 17, iters: 7800, time: 0.439) G_GAN: 2.354 G_GAN_Feat: 10.177 G_VGG: 4.544 F_Flow: 82.183 F_Warp: 1.752 W: 4.106 D_real: 1.520 D_fake: 0.284 (epoch: 17, iters: 8000, time: 0.438) G_GAN: 1.479 G_GAN_Feat: 9.800 G_VGG: 4.328 F_Flow: 110.352 F_Warp: 1.713 W: 3.772 D_real: 1.010 D_fake: 0.725 saving the latest model (epoch 17, total_steps 168000) (epoch: 17, iters: 8200, time: 0.437) G_GAN: 1.574 G_GAN_Feat: 9.794 G_VGG: 4.501 F_Flow: 112.345 F_Warp: 1.912 W: 3.992 D_real: 1.218 D_fake: 0.668 (epoch: 17, iters: 8400, time: 0.435) G_GAN: 1.780 G_GAN_Feat: 10.659 G_VGG: 4.993 F_Flow: 118.038 F_Warp: 2.116 W: 4.256 D_real: 0.935 D_fake: 0.458 (epoch: 17, iters: 8600, time: 0.437) G_GAN: 1.575 G_GAN_Feat: 10.599 G_VGG: 4.512 F_Flow: 126.339 F_Warp: 1.747 W: 3.702 D_real: 0.780 D_fake: 0.787 (epoch: 17, iters: 8800, time: 0.439) G_GAN: 1.153 G_GAN_Feat: 9.680 G_VGG: 4.212 F_Flow: 104.525 F_Warp: 1.515 W: 3.469 D_real: 0.667 D_fake: 1.055 (epoch: 17, iters: 9000, time: 0.439) G_GAN: 1.600 G_GAN_Feat: 10.346 G_VGG: 4.599 F_Flow: 119.997 F_Warp: 1.810 W: 3.987 D_real: 0.969 D_fake: 0.665 saving the latest model (epoch 17, total_steps 169000) (epoch: 17, iters: 9200, time: 0.442) G_GAN: 1.765 G_GAN_Feat: 8.801 G_VGG: 4.080 F_Flow: 112.863 F_Warp: 1.342 W: 3.182 D_real: 1.269 D_fake: 0.344 (epoch: 17, iters: 9400, time: 0.438) G_GAN: 1.779 G_GAN_Feat: 11.182 G_VGG: 5.334 F_Flow: 148.051 F_Warp: 2.374 W: 4.857 D_real: 0.945 D_fake: 0.450 (epoch: 17, iters: 9600, time: 0.439) G_GAN: 1.419 G_GAN_Feat: 10.030 G_VGG: 4.818 F_Flow: 84.115 F_Warp: 1.619 W: 3.575 D_real: 0.480 D_fake: 1.130 (epoch: 17, iters: 9800, time: 0.440) G_GAN: 1.469 G_GAN_Feat: 10.900 G_VGG: 4.368 F_Flow: 146.404 F_Warp: 2.299 W: 4.312 D_real: 0.671 D_fake: 0.859 (epoch: 17, iters: 10000, time: 0.436) G_GAN: 1.170 G_GAN_Feat: 10.722 G_VGG: 5.044 F_Flow: 114.888 F_Warp: 1.925 W: 4.113 D_real: 0.533 D_fake: 0.958 saving the latest model (epoch 17, total_steps 170000) End of epoch 17 / 100 Time Taken: 4570 sec (epoch: 18, iters: 200, time: 0.453) G_GAN: 1.835 G_GAN_Feat: 9.477 G_VGG: 4.568 F_Flow: 169.389 F_Warp: 1.947 W: 4.096 D_real: 1.144 D_fake: 0.564 (epoch: 18, iters: 400, time: 0.446) G_GAN: 1.845 G_GAN_Feat: 9.361 G_VGG: 4.375 F_Flow: 98.546 F_Warp: 1.988 W: 4.204 D_real: 1.489 D_fake: 0.363 (epoch: 18, iters: 600, time: 0.439) G_GAN: 1.855 G_GAN_Feat: 8.643 G_VGG: 4.135 F_Flow: 128.018 F_Warp: 1.530 W: 3.568 D_real: 1.154 D_fake: 0.469 (epoch: 18, iters: 800, time: 0.449) G_GAN: 1.735 G_GAN_Feat: 10.237 G_VGG: 4.724 F_Flow: 111.378 F_Warp: 1.926 W: 4.100 D_real: 0.937 D_fake: 0.790 (epoch: 18, iters: 1000, time: 0.442) G_GAN: 2.253 G_GAN_Feat: 10.057 G_VGG: 4.314 F_Flow: 124.283 F_Warp: 1.640 W: 3.744 D_real: 1.668 D_fake: 0.174 saving the latest model (epoch 18, total_steps 171000) (epoch: 18, iters: 1200, time: 0.444) G_GAN: 0.811 G_GAN_Feat: 9.728 G_VGG: 4.291 F_Flow: 109.668 F_Warp: 1.613 W: 3.486 D_real: 0.553 D_fake: 1.317 (epoch: 18, iters: 1400, time: 0.441) G_GAN: 1.532 G_GAN_Feat: 9.158 G_VGG: 4.591 F_Flow: 100.321 F_Warp: 1.673 W: 3.470 D_real: 0.813 D_fake: 0.736 (epoch: 18, iters: 1600, time: 0.451) G_GAN: 1.299 G_GAN_Feat: 9.500 G_VGG: 4.413 F_Flow: 150.627 F_Warp: 1.839 W: 3.886 D_real: 0.415 D_fake: 1.238 (epoch: 18, iters: 1800, time: 0.443) G_GAN: 1.831 G_GAN_Feat: 8.504 G_VGG: 3.934 F_Flow: 102.110 F_Warp: 1.442 W: 3.275 D_real: 1.383 D_fake: 0.627 (epoch: 18, iters: 2000, time: 0.444) G_GAN: 1.042 G_GAN_Feat: 10.677 G_VGG: 4.697 F_Flow: 139.099 F_Warp: 2.113 W: 4.290 D_real: 0.337 D_fake: 1.073 saving the latest model (epoch 18, total_steps 172000) (epoch: 18, iters: 2200, time: 0.444) G_GAN: 1.887 G_GAN_Feat: 10.626 G_VGG: 4.663 F_Flow: 111.580 F_Warp: 2.177 W: 4.047 D_real: 0.886 D_fake: 0.443 (epoch: 18, iters: 2400, time: 0.440) G_GAN: 1.177 G_GAN_Feat: 11.692 G_VGG: 4.733 F_Flow: 120.166 F_Warp: 2.556 W: 4.662 D_real: 0.363 D_fake: 1.334 (epoch: 18, iters: 2600, time: 0.447) G_GAN: 0.610 G_GAN_Feat: 10.769 G_VGG: 4.235 F_Flow: 129.330 F_Warp: 1.776 W: 4.078 D_real: 0.178 D_fake: 1.632 (epoch: 18, iters: 2800, time: 0.442) G_GAN: 2.018 G_GAN_Feat: 10.241 G_VGG: 4.956 F_Flow: 146.457 F_Warp: 1.805 W: 3.957 D_real: 1.614 D_fake: 0.211 (epoch: 18, iters: 3000, time: 0.443) G_GAN: 0.947 G_GAN_Feat: 10.102 G_VGG: 4.759 F_Flow: 111.786 F_Warp: 1.788 W: 3.943 D_real: 0.397 D_fake: 1.264 saving the latest model (epoch 18, total_steps 173000) (epoch: 18, iters: 3200, time: 0.441) G_GAN: 1.436 G_GAN_Feat: 9.409 G_VGG: 4.603 F_Flow: 124.721 F_Warp: 1.948 W: 3.974 D_real: 0.644 D_fake: 0.804 (epoch: 18, iters: 3400, time: 0.443) G_GAN: 1.282 G_GAN_Feat: 11.124 G_VGG: 4.199 F_Flow: 122.792 F_Warp: 1.681 W: 3.780 D_real: 0.770 D_fake: 0.900 (epoch: 18, iters: 3600, time: 0.443) G_GAN: 2.113 G_GAN_Feat: 11.441 G_VGG: 4.737 F_Flow: 132.247 F_Warp: 2.484 W: 4.899 D_real: 1.287 D_fake: 0.422 (epoch: 18, iters: 3800, time: 0.441) G_GAN: 1.012 G_GAN_Feat: 11.289 G_VGG: 4.804 F_Flow: 140.055 F_Warp: 2.451 W: 4.735 D_real: 0.353 D_fake: 1.328 (epoch: 18, iters: 4000, time: 0.446) G_GAN: 1.415 G_GAN_Feat: 10.349 G_VGG: 4.623 F_Flow: 101.994 F_Warp: 2.017 W: 4.157 D_real: 0.649 D_fake: 1.018 saving the latest model (epoch 18, total_steps 174000) (epoch: 18, iters: 4200, time: 0.457) G_GAN: 1.202 G_GAN_Feat: 10.124 G_VGG: 4.653 F_Flow: 117.913 F_Warp: 1.907 W: 4.069 D_real: 0.594 D_fake: 0.978 (epoch: 18, iters: 4400, time: 0.455) G_GAN: 1.818 G_GAN_Feat: 9.750 G_VGG: 4.596 F_Flow: 163.834 F_Warp: 1.945 W: 4.074 D_real: 0.854 D_fake: 0.772 (epoch: 18, iters: 4600, time: 0.451) G_GAN: 2.086 G_GAN_Feat: 9.475 G_VGG: 4.405 F_Flow: 107.241 F_Warp: 1.620 W: 3.383 D_real: 1.527 D_fake: 0.379 (epoch: 18, iters: 4800, time: 0.450) G_GAN: 1.450 G_GAN_Feat: 9.272 G_VGG: 4.296 F_Flow: 143.838 F_Warp: 1.853 W: 3.971 D_real: 0.958 D_fake: 0.630 (epoch: 18, iters: 5000, time: 0.452) G_GAN: 1.037 G_GAN_Feat: 10.049 G_VGG: 4.713 F_Flow: 118.882 F_Warp: 1.761 W: 3.944 D_real: 0.534 D_fake: 1.138 saving the latest model (epoch 18, total_steps 175000) (epoch: 18, iters: 5200, time: 0.448) G_GAN: 1.833 G_GAN_Feat: 11.305 G_VGG: 4.966 F_Flow: 104.105 F_Warp: 2.339 W: 4.401 D_real: 1.011 D_fake: 0.537 (epoch: 18, iters: 5400, time: 0.454) G_GAN: 1.348 G_GAN_Feat: 11.294 G_VGG: 4.489 F_Flow: 146.306 F_Warp: 2.137 W: 4.547 D_real: 0.845 D_fake: 0.735 (epoch: 18, iters: 5600, time: 0.454) G_GAN: 1.684 G_GAN_Feat: 8.816 G_VGG: 4.315 F_Flow: 120.469 F_Warp: 1.476 W: 3.338 D_real: 1.074 D_fake: 0.255 (epoch: 18, iters: 5800, time: 0.454) G_GAN: 0.541 G_GAN_Feat: 9.586 G_VGG: 4.579 F_Flow: 107.191 F_Warp: 1.722 W: 3.644 D_real: 0.097 D_fake: 1.466 (epoch: 18, iters: 6000, time: 0.452) G_GAN: 1.989 G_GAN_Feat: 10.392 G_VGG: 4.285 F_Flow: 131.574 F_Warp: 1.684 W: 3.814 D_real: 1.506 D_fake: 0.221 saving the latest model (epoch 18, total_steps 176000) (epoch: 18, iters: 6200, time: 0.455) G_GAN: 1.103 G_GAN_Feat: 10.249 G_VGG: 4.322 F_Flow: 136.800 F_Warp: 1.810 W: 3.661 D_real: 0.906 D_fake: 0.865 (epoch: 18, iters: 6400, time: 0.451) G_GAN: 1.813 G_GAN_Feat: 10.326 G_VGG: 4.775 F_Flow: 109.409 F_Warp: 2.014 W: 4.123 D_real: 0.761 D_fake: 0.609 (epoch: 18, iters: 6600, time: 0.455) G_GAN: 1.193 G_GAN_Feat: 10.040 G_VGG: 4.812 F_Flow: 120.411 F_Warp: 1.787 W: 3.828 D_real: 0.523 D_fake: 1.104 (epoch: 18, iters: 6800, time: 0.452) G_GAN: 2.098 G_GAN_Feat: 10.270 G_VGG: 4.620 F_Flow: 124.010 F_Warp: 1.966 W: 4.094 D_real: 1.358 D_fake: 0.241 (epoch: 18, iters: 7000, time: 0.457) G_GAN: 0.538 G_GAN_Feat: 10.108 G_VGG: 4.581 F_Flow: 122.141 F_Warp: 1.837 W: 4.124 D_real: 0.184 D_fake: 1.837 saving the latest model (epoch 18, total_steps 177000) (epoch: 18, iters: 7200, time: 0.452) G_GAN: 1.206 G_GAN_Feat: 9.752 G_VGG: 4.474 F_Flow: 114.346 F_Warp: 1.947 W: 3.889 D_real: 0.452 D_fake: 1.264 (epoch: 18, iters: 7400, time: 0.452) G_GAN: 2.075 G_GAN_Feat: 10.760 G_VGG: 4.794 F_Flow: 124.708 F_Warp: 2.262 W: 4.407 D_real: 1.290 D_fake: 0.340 (epoch: 18, iters: 7600, time: 0.456) G_GAN: 1.680 G_GAN_Feat: 9.690 G_VGG: 4.457 F_Flow: 147.793 F_Warp: 1.723 W: 3.649 D_real: 0.947 D_fake: 0.589 (epoch: 18, iters: 7800, time: 0.454) G_GAN: 1.328 G_GAN_Feat: 9.560 G_VGG: 4.482 F_Flow: 125.124 F_Warp: 1.902 W: 4.055 D_real: 0.748 D_fake: 0.946 (epoch: 18, iters: 8000, time: 0.455) G_GAN: 1.728 G_GAN_Feat: 9.857 G_VGG: 4.668 F_Flow: 112.888 F_Warp: 1.720 W: 3.503 D_real: 1.040 D_fake: 0.410 saving the latest model (epoch 18, total_steps 178000) (epoch: 18, iters: 8200, time: 0.458) G_GAN: 0.835 G_GAN_Feat: 10.148 G_VGG: 4.517 F_Flow: 109.363 F_Warp: 2.129 W: 4.212 D_real: 0.295 D_fake: 1.249 (epoch: 18, iters: 8400, time: 0.455) G_GAN: 1.865 G_GAN_Feat: 9.430 G_VGG: 4.428 F_Flow: 159.223 F_Warp: 1.855 W: 3.930 D_real: 1.073 D_fake: 0.500 (epoch: 18, iters: 8600, time: 0.456) G_GAN: 1.306 G_GAN_Feat: 10.885 G_VGG: 4.769 F_Flow: 106.334 F_Warp: 2.312 W: 4.457 D_real: 0.453 D_fake: 1.071 (epoch: 18, iters: 8800, time: 0.453) G_GAN: 2.154 G_GAN_Feat: 9.271 G_VGG: 4.225 F_Flow: 122.238 F_Warp: 2.020 W: 3.745 D_real: 1.032 D_fake: 0.254 (epoch: 18, iters: 9000, time: 0.459) G_GAN: 1.949 G_GAN_Feat: 10.108 G_VGG: 4.341 F_Flow: 107.869 F_Warp: 1.766 W: 3.891 D_real: 1.037 D_fake: 0.494 saving the latest model (epoch 18, total_steps 179000) (epoch: 18, iters: 9200, time: 0.451) G_GAN: 1.445 G_GAN_Feat: 9.904 G_VGG: 4.519 F_Flow: 114.992 F_Warp: 1.666 W: 3.646 D_real: 0.493 D_fake: 1.037 (epoch: 18, iters: 9400, time: 0.452) G_GAN: 0.654 G_GAN_Feat: 9.792 G_VGG: 4.745 F_Flow: 129.158 F_Warp: 1.821 W: 3.977 D_real: 0.410 D_fake: 1.183 (epoch: 18, iters: 9600, time: 0.459) G_GAN: 1.883 G_GAN_Feat: 9.836 G_VGG: 4.761 F_Flow: 107.632 F_Warp: 1.724 W: 3.975 D_real: 1.234 D_fake: 0.406 (epoch: 18, iters: 9800, time: 0.451) G_GAN: 1.055 G_GAN_Feat: 10.343 G_VGG: 4.363 F_Flow: 124.591 F_Warp: 1.777 W: 3.976 D_real: 0.572 D_fake: 1.058 (epoch: 18, iters: 10000, time: 0.445) G_GAN: 2.075 G_GAN_Feat: 8.993 G_VGG: 4.333 F_Flow: 128.437 F_Warp: 1.755 W: 3.890 D_real: 1.433 D_fake: 0.288 saving the latest model (epoch 18, total_steps 180000) End of epoch 18 / 100 Time Taken: 4624 sec (epoch: 19, iters: 200, time: 0.463) G_GAN: 1.398 G_GAN_Feat: 10.121 G_VGG: 4.522 F_Flow: 121.864 F_Warp: 1.620 W: 3.619 D_real: 0.638 D_fake: 0.970 (epoch: 19, iters: 400, time: 0.451) G_GAN: 1.581 G_GAN_Feat: 10.440 G_VGG: 4.452 F_Flow: 124.342 F_Warp: 1.724 W: 3.976 D_real: 0.548 D_fake: 0.777 (epoch: 19, iters: 600, time: 0.450) G_GAN: 2.839 G_GAN_Feat: 8.856 G_VGG: 4.412 F_Flow: 109.361 F_Warp: 1.514 W: 3.400 D_real: 2.208 D_fake: 0.064 (epoch: 19, iters: 800, time: 0.454) G_GAN: 1.530 G_GAN_Feat: 9.855 G_VGG: 4.526 F_Flow: 107.726 F_Warp: 1.787 W: 3.760 D_real: 0.564 D_fake: 0.765 (epoch: 19, iters: 1000, time: 0.446) G_GAN: 0.846 G_GAN_Feat: 11.399 G_VGG: 4.801 F_Flow: 115.237 F_Warp: 2.324 W: 4.716 D_real: 0.219 D_fake: 1.479 saving the latest model (epoch 19, total_steps 181000) (epoch: 19, iters: 1200, time: 0.449) G_GAN: 1.348 G_GAN_Feat: 10.009 G_VGG: 4.200 F_Flow: 114.124 F_Warp: 1.549 W: 3.410 D_real: 0.710 D_fake: 0.665 (epoch: 19, iters: 1400, time: 0.451) G_GAN: 1.151 G_GAN_Feat: 10.040 G_VGG: 4.000 F_Flow: 98.238 F_Warp: 1.783 W: 3.842 D_real: 0.229 D_fake: 1.193 (epoch: 19, iters: 1600, time: 0.456) G_GAN: 1.695 G_GAN_Feat: 10.068 G_VGG: 4.618 F_Flow: 104.011 F_Warp: 1.561 W: 3.657 D_real: 1.025 D_fake: 0.525 (epoch: 19, iters: 1800, time: 0.448) G_GAN: 1.002 G_GAN_Feat: 10.550 G_VGG: 4.234 F_Flow: 129.996 F_Warp: 1.794 W: 3.679 D_real: 0.415 D_fake: 1.215 (epoch: 19, iters: 2000, time: 0.455) G_GAN: 1.321 G_GAN_Feat: 9.242 G_VGG: 4.287 F_Flow: 111.397 F_Warp: 1.526 W: 3.323 D_real: 0.780 D_fake: 0.768 saving the latest model (epoch 19, total_steps 182000) (epoch: 19, iters: 2200, time: 0.454) G_GAN: 0.419 G_GAN_Feat: 9.045 G_VGG: 3.857 F_Flow: 119.032 F_Warp: 1.396 W: 3.270 D_real: 0.098 D_fake: 1.663 (epoch: 19, iters: 2400, time: 0.452) G_GAN: 0.753 G_GAN_Feat: 9.298 G_VGG: 4.430 F_Flow: 115.215 F_Warp: 1.573 W: 3.517 D_real: 0.241 D_fake: 1.419 (epoch: 19, iters: 2600, time: 0.450) G_GAN: 1.128 G_GAN_Feat: 9.765 G_VGG: 4.574 F_Flow: 99.776 F_Warp: 1.771 W: 3.972 D_real: 0.735 D_fake: 1.219 (epoch: 19, iters: 2800, time: 0.448) G_GAN: 0.842 G_GAN_Feat: 9.576 G_VGG: 4.490 F_Flow: 98.333 F_Warp: 1.567 W: 3.448 D_real: 0.281 D_fake: 1.191 (epoch: 19, iters: 3000, time: 0.458) G_GAN: 1.818 G_GAN_Feat: 10.523 G_VGG: 4.604 F_Flow: 120.478 F_Warp: 2.062 W: 4.233 D_real: 1.259 D_fake: 0.635 saving the latest model (epoch 19, total_steps 183000) (epoch: 19, iters: 3200, time: 0.446) G_GAN: 2.390 G_GAN_Feat: 10.324 G_VGG: 4.717 F_Flow: 134.560 F_Warp: 2.059 W: 4.279 D_real: 1.377 D_fake: 0.203 (epoch: 19, iters: 3400, time: 0.447) G_GAN: 1.589 G_GAN_Feat: 10.016 G_VGG: 4.591 F_Flow: 88.935 F_Warp: 1.704 W: 3.576 D_real: 0.761 D_fake: 0.784 (epoch: 19, iters: 3600, time: 0.453) G_GAN: 1.428 G_GAN_Feat: 8.665 G_VGG: 4.065 F_Flow: 146.762 F_Warp: 1.764 W: 3.644 D_real: 0.759 D_fake: 0.775 (epoch: 19, iters: 3800, time: 0.455) G_GAN: 0.966 G_GAN_Feat: 11.478 G_VGG: 5.331 F_Flow: 99.691 F_Warp: 2.333 W: 4.847 D_real: 0.271 D_fake: 1.165 (epoch: 19, iters: 4000, time: 0.451) G_GAN: 0.828 G_GAN_Feat: 10.029 G_VGG: 4.577 F_Flow: 117.023 F_Warp: 2.135 W: 4.360 D_real: 0.320 D_fake: 1.372 saving the latest model (epoch 19, total_steps 184000) (epoch: 19, iters: 4200, time: 0.451) G_GAN: 1.190 G_GAN_Feat: 9.262 G_VGG: 4.308 F_Flow: 134.321 F_Warp: 1.591 W: 3.568 D_real: 0.566 D_fake: 0.987 (epoch: 19, iters: 4400, time: 0.450) G_GAN: 0.991 G_GAN_Feat: 8.678 G_VGG: 3.962 F_Flow: 122.147 F_Warp: 1.493 W: 3.351 D_real: 0.837 D_fake: 0.776 (epoch: 19, iters: 4600, time: 0.449) G_GAN: 1.344 G_GAN_Feat: 9.734 G_VGG: 4.088 F_Flow: 111.937 F_Warp: 1.404 W: 3.288 D_real: 0.851 D_fake: 0.906 (epoch: 19, iters: 4800, time: 0.454) G_GAN: 0.908 G_GAN_Feat: 9.280 G_VGG: 4.295 F_Flow: 123.928 F_Warp: 1.606 W: 3.303 D_real: 0.296 D_fake: 1.344 (epoch: 19, iters: 5000, time: 0.455) G_GAN: 1.367 G_GAN_Feat: 9.989 G_VGG: 4.521 F_Flow: 112.339 F_Warp: 1.410 W: 3.459 D_real: 0.971 D_fake: 0.863 saving the latest model (epoch 19, total_steps 185000) (epoch: 19, iters: 5200, time: 0.451) G_GAN: 1.610 G_GAN_Feat: 10.189 G_VGG: 4.716 F_Flow: 109.764 F_Warp: 1.709 W: 3.818 D_real: 0.866 D_fake: 0.815 (epoch: 19, iters: 5400, time: 0.452) G_GAN: 1.586 G_GAN_Feat: 11.528 G_VGG: 4.979 F_Flow: 110.255 F_Warp: 2.374 W: 4.873 D_real: 0.384 D_fake: 1.009 (epoch: 19, iters: 5600, time: 0.453) G_GAN: 1.199 G_GAN_Feat: 9.707 G_VGG: 4.556 F_Flow: 134.213 F_Warp: 1.903 W: 3.904 D_real: 0.305 D_fake: 1.059 (epoch: 19, iters: 5800, time: 0.453) G_GAN: 1.637 G_GAN_Feat: 8.974 G_VGG: 4.201 F_Flow: 108.496 F_Warp: 1.653 W: 3.650 D_real: 0.891 D_fake: 0.677 (epoch: 19, iters: 6000, time: 0.457) G_GAN: 1.340 G_GAN_Feat: 10.015 G_VGG: 4.894 F_Flow: 103.327 F_Warp: 2.057 W: 3.972 D_real: 0.727 D_fake: 0.817 saving the latest model (epoch 19, total_steps 186000) (epoch: 19, iters: 6200, time: 0.458) G_GAN: 1.690 G_GAN_Feat: 9.845 G_VGG: 4.785 F_Flow: 96.029 F_Warp: 1.748 W: 3.695 D_real: 0.701 D_fake: 0.650 (epoch: 19, iters: 6400, time: 0.453) G_GAN: 1.230 G_GAN_Feat: 8.884 G_VGG: 4.297 F_Flow: 120.086 F_Warp: 1.639 W: 3.264 D_real: 0.679 D_fake: 0.942 (epoch: 19, iters: 6600, time: 0.456) G_GAN: 2.022 G_GAN_Feat: 10.107 G_VGG: 4.351 F_Flow: 123.833 F_Warp: 2.080 W: 3.913 D_real: 0.959 D_fake: 0.450 (epoch: 19, iters: 6800, time: 0.452) G_GAN: 1.186 G_GAN_Feat: 10.801 G_VGG: 4.555 F_Flow: 108.525 F_Warp: 2.162 W: 4.180 D_real: 0.563 D_fake: 1.141 (epoch: 19, iters: 7000, time: 0.461) G_GAN: 0.546 G_GAN_Feat: 10.796 G_VGG: 4.908 F_Flow: 100.045 F_Warp: 1.659 W: 3.448 D_real: 0.090 D_fake: 1.928 saving the latest model (epoch 19, total_steps 187000) (epoch: 19, iters: 7200, time: 0.454) G_GAN: 2.042 G_GAN_Feat: 10.140 G_VGG: 4.362 F_Flow: 108.556 F_Warp: 1.986 W: 4.160 D_real: 1.089 D_fake: 0.462 (epoch: 19, iters: 7400, time: 0.454) G_GAN: 0.923 G_GAN_Feat: 9.433 G_VGG: 4.672 F_Flow: 122.856 F_Warp: 1.874 W: 3.622 D_real: 0.423 D_fake: 1.179 (epoch: 19, iters: 7600, time: 0.455) G_GAN: 1.009 G_GAN_Feat: 10.086 G_VGG: 4.085 F_Flow: 90.531 F_Warp: 1.651 W: 3.959 D_real: 0.542 D_fake: 1.250 (epoch: 19, iters: 7800, time: 0.446) G_GAN: 0.797 G_GAN_Feat: 10.904 G_VGG: 4.685 F_Flow: 126.173 F_Warp: 2.159 W: 4.170 D_real: 0.303 D_fake: 1.278 (epoch: 19, iters: 8000, time: 0.454) G_GAN: 1.567 G_GAN_Feat: 10.141 G_VGG: 4.645 F_Flow: 90.787 F_Warp: 1.899 W: 3.656 D_real: 1.014 D_fake: 0.590 saving the latest model (epoch 19, total_steps 188000) (epoch: 19, iters: 8200, time: 0.453) G_GAN: 1.319 G_GAN_Feat: 10.919 G_VGG: 4.976 F_Flow: 114.703 F_Warp: 2.130 W: 4.412 D_real: 0.559 D_fake: 0.994 (epoch: 19, iters: 8400, time: 0.455) G_GAN: 1.750 G_GAN_Feat: 9.382 G_VGG: 4.670 F_Flow: 124.911 F_Warp: 1.995 W: 4.207 D_real: 1.162 D_fake: 0.521 (epoch: 19, iters: 8600, time: 0.450) G_GAN: 0.897 G_GAN_Feat: 11.162 G_VGG: 5.021 F_Flow: 131.102 F_Warp: 2.157 W: 4.602 D_real: 0.314 D_fake: 1.278 (epoch: 19, iters: 8800, time: 0.452) G_GAN: 1.349 G_GAN_Feat: 9.824 G_VGG: 4.393 F_Flow: 109.984 F_Warp: 1.537 W: 3.590 D_real: 0.694 D_fake: 0.929 (epoch: 19, iters: 9000, time: 0.453) G_GAN: 1.843 G_GAN_Feat: 10.128 G_VGG: 4.367 F_Flow: 148.011 F_Warp: 1.686 W: 3.739 D_real: 1.489 D_fake: 0.311 saving the latest model (epoch 19, total_steps 189000) (epoch: 19, iters: 9200, time: 0.446) G_GAN: 0.666 G_GAN_Feat: 9.759 G_VGG: 4.514 F_Flow: 100.939 F_Warp: 1.822 W: 3.795 D_real: 0.283 D_fake: 1.459 (epoch: 19, iters: 9400, time: 0.455) G_GAN: 1.689 G_GAN_Feat: 9.764 G_VGG: 4.334 F_Flow: 106.593 F_Warp: 1.780 W: 3.833 D_real: 0.863 D_fake: 1.033 (epoch: 19, iters: 9600, time: 0.460) G_GAN: 1.224 G_GAN_Feat: 10.668 G_VGG: 4.314 F_Flow: 81.748 F_Warp: 1.523 W: 3.749 D_real: 0.678 D_fake: 0.891 (epoch: 19, iters: 9800, time: 0.455) G_GAN: 1.580 G_GAN_Feat: 9.667 G_VGG: 4.438 F_Flow: 132.202 F_Warp: 1.595 W: 3.638 D_real: 0.807 D_fake: 0.872 (epoch: 19, iters: 10000, time: 0.456) G_GAN: 1.639 G_GAN_Feat: 8.800 G_VGG: 4.112 F_Flow: 124.246 F_Warp: 1.568 W: 3.288 D_real: 1.078 D_fake: 0.563 saving the latest model (epoch 19, total_steps 190000) End of epoch 19 / 100 Time Taken: 4663 sec (epoch: 20, iters: 200, time: 0.466) G_GAN: 0.776 G_GAN_Feat: 9.222 G_VGG: 4.195 F_Flow: 137.890 F_Warp: 1.728 W: 3.835 D_real: 0.303 D_fake: 1.392 (epoch: 20, iters: 400, time: 0.448) G_GAN: 1.929 G_GAN_Feat: 9.061 G_VGG: 3.963 F_Flow: 115.492 F_Warp: 1.369 W: 3.304 D_real: 1.455 D_fake: 0.303 (epoch: 20, iters: 600, time: 0.448) G_GAN: 2.539 G_GAN_Feat: 10.142 G_VGG: 4.442 F_Flow: 117.570 F_Warp: 1.622 W: 3.600 D_real: 1.987 D_fake: 0.061 (epoch: 20, iters: 800, time: 0.449) G_GAN: 1.070 G_GAN_Feat: 9.260 G_VGG: 4.139 F_Flow: 111.664 F_Warp: 1.469 W: 3.448 D_real: 0.559 D_fake: 1.082 (epoch: 20, iters: 1000, time: 0.452) G_GAN: 1.597 G_GAN_Feat: 9.776 G_VGG: 4.333 F_Flow: 100.012 F_Warp: 1.751 W: 3.964 D_real: 1.227 D_fake: 0.642 saving the latest model (epoch 20, total_steps 191000) (epoch: 20, iters: 1200, time: 0.454) G_GAN: 1.403 G_GAN_Feat: 9.681 G_VGG: 4.343 F_Flow: 86.066 F_Warp: 1.838 W: 4.040 D_real: 0.807 D_fake: 0.942 (epoch: 20, iters: 1400, time: 0.450) G_GAN: 1.377 G_GAN_Feat: 10.311 G_VGG: 4.471 F_Flow: 168.807 F_Warp: 2.236 W: 4.741 D_real: 0.470 D_fake: 1.223 (epoch: 20, iters: 1600, time: 0.454) G_GAN: 1.782 G_GAN_Feat: 8.924 G_VGG: 4.094 F_Flow: 118.358 F_Warp: 1.763 W: 3.536 D_real: 1.123 D_fake: 0.628 (epoch: 20, iters: 1800, time: 0.447) G_GAN: 1.089 G_GAN_Feat: 10.041 G_VGG: 4.758 F_Flow: 123.887 F_Warp: 2.069 W: 4.111 D_real: 0.653 D_fake: 0.990 (epoch: 20, iters: 2000, time: 0.447) G_GAN: 0.643 G_GAN_Feat: 10.265 G_VGG: 4.500 F_Flow: 122.245 F_Warp: 1.902 W: 4.110 D_real: 0.138 D_fake: 1.482 saving the latest model (epoch 20, total_steps 192000) (epoch: 20, iters: 2200, time: 0.446) G_GAN: 1.746 G_GAN_Feat: 8.987 G_VGG: 3.858 F_Flow: 142.522 F_Warp: 1.415 W: 3.357 D_real: 1.444 D_fake: 0.422 (epoch: 20, iters: 2400, time: 0.439) G_GAN: 1.488 G_GAN_Feat: 10.304 G_VGG: 4.567 F_Flow: 117.206 F_Warp: 1.984 W: 4.038 D_real: 0.738 D_fake: 0.713 (epoch: 20, iters: 2600, time: 0.445) G_GAN: 2.714 G_GAN_Feat: 9.399 G_VGG: 4.122 F_Flow: 103.558 F_Warp: 1.363 W: 2.988 D_real: 1.785 D_fake: 0.039 (epoch: 20, iters: 2800, time: 0.442) G_GAN: 0.570 G_GAN_Feat: 10.546 G_VGG: 4.759 F_Flow: 112.986 F_Warp: 2.006 W: 4.168 D_real: 0.154 D_fake: 1.587 (epoch: 20, iters: 3000, time: 0.446) G_GAN: 2.330 G_GAN_Feat: 9.986 G_VGG: 4.439 F_Flow: 100.705 F_Warp: 1.947 W: 4.232 D_real: 1.505 D_fake: 0.222 saving the latest model (epoch 20, total_steps 193000) (epoch: 20, iters: 3200, time: 0.441) G_GAN: 1.220 G_GAN_Feat: 10.142 G_VGG: 4.849 F_Flow: 104.042 F_Warp: 1.841 W: 4.005 D_real: 0.692 D_fake: 0.981 (epoch: 20, iters: 3400, time: 0.441) G_GAN: 0.723 G_GAN_Feat: 9.359 G_VGG: 4.082 F_Flow: 141.210 F_Warp: 1.778 W: 3.651 D_real: 0.274 D_fake: 1.390 (epoch: 20, iters: 3600, time: 0.442) G_GAN: 1.397 G_GAN_Feat: 10.070 G_VGG: 4.627 F_Flow: 89.697 F_Warp: 1.919 W: 4.082 D_real: 0.949 D_fake: 0.755 (epoch: 20, iters: 3800, time: 0.438) G_GAN: 1.372 G_GAN_Feat: 10.400 G_VGG: 4.583 F_Flow: 101.430 F_Warp: 2.169 W: 4.174 D_real: 0.800 D_fake: 1.000 (epoch: 20, iters: 4000, time: 0.441) G_GAN: 1.102 G_GAN_Feat: 10.203 G_VGG: 4.396 F_Flow: 117.323 F_Warp: 1.795 W: 3.747 D_real: 0.443 D_fake: 1.091 saving the latest model (epoch 20, total_steps 194000) (epoch: 20, iters: 4200, time: 0.441) G_GAN: 1.259 G_GAN_Feat: 9.634 G_VGG: 4.376 F_Flow: 103.621 F_Warp: 1.637 W: 3.931 D_real: 0.576 D_fake: 1.026 (epoch: 20, iters: 4400, time: 0.439) G_GAN: 1.899 G_GAN_Feat: 9.717 G_VGG: 4.632 F_Flow: 110.233 F_Warp: 1.817 W: 3.637 D_real: 1.164 D_fake: 0.455 (epoch: 20, iters: 4600, time: 0.440) G_GAN: 1.949 G_GAN_Feat: 10.057 G_VGG: 4.337 F_Flow: 116.470 F_Warp: 1.799 W: 3.806 D_real: 1.378 D_fake: 0.378 (epoch: 20, iters: 4800, time: 0.437) G_GAN: 1.186 G_GAN_Feat: 10.738 G_VGG: 4.416 F_Flow: 103.011 F_Warp: 1.787 W: 4.077 D_real: 0.859 D_fake: 0.809 (epoch: 20, iters: 5000, time: 0.439) G_GAN: 1.453 G_GAN_Feat: 10.429 G_VGG: 4.289 F_Flow: 131.765 F_Warp: 1.900 W: 4.182 D_real: 0.991 D_fake: 0.681 saving the latest model (epoch 20, total_steps 195000) (epoch: 20, iters: 5200, time: 0.438) G_GAN: 1.183 G_GAN_Feat: 10.169 G_VGG: 4.351 F_Flow: 92.730 F_Warp: 1.670 W: 3.851 D_real: 0.681 D_fake: 1.069 (epoch: 20, iters: 5400, time: 0.439) G_GAN: 1.017 G_GAN_Feat: 9.301 G_VGG: 4.167 F_Flow: 121.681 F_Warp: 1.438 W: 3.355 D_real: 0.303 D_fake: 1.179 (epoch: 20, iters: 5600, time: 0.443) G_GAN: 1.614 G_GAN_Feat: 9.406 G_VGG: 4.834 F_Flow: 90.794 F_Warp: 1.635 W: 3.409 D_real: 0.773 D_fake: 0.724 (epoch: 20, iters: 5800, time: 0.439) G_GAN: 1.434 G_GAN_Feat: 9.486 G_VGG: 4.241 F_Flow: 104.365 F_Warp: 1.399 W: 3.284 D_real: 0.835 D_fake: 0.757 (epoch: 20, iters: 6000, time: 0.440) G_GAN: 1.480 G_GAN_Feat: 10.511 G_VGG: 4.465 F_Flow: 90.792 F_Warp: 2.010 W: 4.236 D_real: 1.109 D_fake: 0.651 saving the latest model (epoch 20, total_steps 196000) (epoch: 20, iters: 6200, time: 0.437) G_GAN: 1.511 G_GAN_Feat: 9.045 G_VGG: 4.398 F_Flow: 112.190 F_Warp: 1.535 W: 3.429 D_real: 0.727 D_fake: 0.836 (epoch: 20, iters: 6400, time: 0.441) G_GAN: 1.904 G_GAN_Feat: 9.547 G_VGG: 4.551 F_Flow: 106.161 F_Warp: 1.547 W: 3.631 D_real: 1.239 D_fake: 0.524 (epoch: 20, iters: 6600, time: 0.439) G_GAN: 1.640 G_GAN_Feat: 9.733 G_VGG: 4.615 F_Flow: 119.990 F_Warp: 1.796 W: 3.680 D_real: 0.715 D_fake: 0.667 (epoch: 20, iters: 6800, time: 0.439) G_GAN: 0.984 G_GAN_Feat: 8.994 G_VGG: 4.254 F_Flow: 115.424 F_Warp: 1.751 W: 3.862 D_real: 0.492 D_fake: 1.140 (epoch: 20, iters: 7000, time: 0.440) G_GAN: 0.629 G_GAN_Feat: 10.505 G_VGG: 4.504 F_Flow: 101.871 F_Warp: 2.032 W: 4.310 D_real: 0.180 D_fake: 1.776 saving the latest model (epoch 20, total_steps 197000) (epoch: 20, iters: 7200, time: 0.437) G_GAN: 1.649 G_GAN_Feat: 10.328 G_VGG: 4.506 F_Flow: 110.607 F_Warp: 1.997 W: 4.287 D_real: 0.898 D_fake: 0.648 (epoch: 20, iters: 7400, time: 0.437) G_GAN: 1.564 G_GAN_Feat: 9.618 G_VGG: 4.570 F_Flow: 91.089 F_Warp: 1.668 W: 3.596 D_real: 0.777 D_fake: 0.865 (epoch: 20, iters: 7600, time: 0.437) G_GAN: 1.325 G_GAN_Feat: 9.210 G_VGG: 4.240 F_Flow: 122.133 F_Warp: 1.385 W: 2.988 D_real: 0.577 D_fake: 0.802 (epoch: 20, iters: 7800, time: 0.440) G_GAN: 1.633 G_GAN_Feat: 9.342 G_VGG: 4.210 F_Flow: 133.265 F_Warp: 1.600 W: 3.648 D_real: 1.231 D_fake: 0.558 (epoch: 20, iters: 8000, time: 0.437) G_GAN: 1.393 G_GAN_Feat: 11.716 G_VGG: 4.911 F_Flow: 133.283 F_Warp: 2.481 W: 4.752 D_real: 0.738 D_fake: 0.869 saving the latest model (epoch 20, total_steps 198000) (epoch: 20, iters: 8200, time: 0.441) G_GAN: 0.592 G_GAN_Feat: 8.676 G_VGG: 4.038 F_Flow: 117.051 F_Warp: 1.415 W: 3.381 D_real: 0.219 D_fake: 1.519 (epoch: 20, iters: 8400, time: 0.438) G_GAN: 1.256 G_GAN_Feat: 11.361 G_VGG: 4.706 F_Flow: 99.960 F_Warp: 2.076 W: 4.315 D_real: 0.389 D_fake: 1.077 (epoch: 20, iters: 8600, time: 0.438) G_GAN: 0.981 G_GAN_Feat: 10.133 G_VGG: 4.702 F_Flow: 107.483 F_Warp: 1.812 W: 3.844 D_real: 0.442 D_fake: 1.202 (epoch: 20, iters: 8800, time: 0.438) G_GAN: 1.945 G_GAN_Feat: 10.016 G_VGG: 4.374 F_Flow: 90.860 F_Warp: 1.881 W: 3.642 D_real: 1.291 D_fake: 0.480 (epoch: 20, iters: 9000, time: 0.439) G_GAN: 0.664 G_GAN_Feat: 9.572 G_VGG: 4.604 F_Flow: 114.418 F_Warp: 1.659 W: 3.600 D_real: 0.205 D_fake: 1.665 saving the latest model (epoch 20, total_steps 199000) (epoch: 20, iters: 9200, time: 0.435) G_GAN: 1.505 G_GAN_Feat: 10.208 G_VGG: 4.608 F_Flow: 125.447 F_Warp: 1.834 W: 3.875 D_real: 0.952 D_fake: 0.745 (epoch: 20, iters: 9400, time: 0.437) G_GAN: 1.969 G_GAN_Feat: 9.665 G_VGG: 4.517 F_Flow: 132.064 F_Warp: 1.998 W: 4.022 D_real: 1.228 D_fake: 0.408 (epoch: 20, iters: 9600, time: 0.438) G_GAN: 2.731 G_GAN_Feat: 10.038 G_VGG: 4.434 F_Flow: 96.165 F_Warp: 1.684 W: 3.937 D_real: 1.692 D_fake: 0.126 (epoch: 20, iters: 9800, time: 0.438) G_GAN: 0.836 G_GAN_Feat: 11.681 G_VGG: 4.406 F_Flow: 84.228 F_Warp: 2.409 W: 4.372 D_real: 0.334 D_fake: 1.527 (epoch: 20, iters: 10000, time: 0.445) G_GAN: 0.604 G_GAN_Feat: 11.169 G_VGG: 4.649 F_Flow: 91.238 F_Warp: 2.254 W: 4.310 D_real: 0.198 D_fake: 1.582 saving the latest model (epoch 20, total_steps 200000) End of epoch 20 / 100 Time Taken: 4565 sec saving the model at the end of epoch 20, iters 200000 (epoch: 21, iters: 200, time: 0.452) G_GAN: 1.931 G_GAN_Feat: 9.370 G_VGG: 4.258 F_Flow: 127.894 F_Warp: 1.526 W: 3.391 D_real: 1.128 D_fake: 0.577 (epoch: 21, iters: 400, time: 0.451) G_GAN: 1.704 G_GAN_Feat: 10.865 G_VGG: 4.797 F_Flow: 116.598 F_Warp: 2.126 W: 4.480 D_real: 1.131 D_fake: 0.665 (epoch: 21, iters: 600, time: 0.448) G_GAN: 1.459 G_GAN_Feat: 9.847 G_VGG: 4.315 F_Flow: 136.662 F_Warp: 1.576 W: 3.604 D_real: 0.869 D_fake: 0.886 (epoch: 21, iters: 800, time: 0.445) G_GAN: 1.963 G_GAN_Feat: 9.335 G_VGG: 4.850 F_Flow: 84.010 F_Warp: 1.832 W: 3.801 D_real: 1.522 D_fake: 0.294 (epoch: 21, iters: 1000, time: 0.447) G_GAN: 2.036 G_GAN_Feat: 11.321 G_VGG: 5.268 F_Flow: 111.835 F_Warp: 2.300 W: 4.663 D_real: 1.095 D_fake: 0.307 saving the latest model (epoch 21, total_steps 201000) (epoch: 21, iters: 1200, time: 0.450) G_GAN: 1.688 G_GAN_Feat: 10.001 G_VGG: 4.230 F_Flow: 134.307 F_Warp: 1.703 W: 3.715 D_real: 1.068 D_fake: 0.502 (epoch: 21, iters: 1400, time: 0.447) G_GAN: 1.662 G_GAN_Feat: 9.935 G_VGG: 4.605 F_Flow: 130.052 F_Warp: 1.587 W: 3.566 D_real: 0.992 D_fake: 0.686 (epoch: 21, iters: 1600, time: 0.444) G_GAN: 1.518 G_GAN_Feat: 9.635 G_VGG: 4.125 F_Flow: 115.289 F_Warp: 1.624 W: 3.415 D_real: 0.916 D_fake: 0.419 (epoch: 21, iters: 1800, time: 0.447) G_GAN: 1.322 G_GAN_Feat: 9.490 G_VGG: 4.595 F_Flow: 91.277 F_Warp: 1.459 W: 3.464 D_real: 0.833 D_fake: 0.952 (epoch: 21, iters: 2000, time: 0.447) G_GAN: 1.051 G_GAN_Feat: 9.628 G_VGG: 4.213 F_Flow: 112.030 F_Warp: 1.816 W: 3.340 D_real: 0.421 D_fake: 1.262 saving the latest model (epoch 21, total_steps 202000) (epoch: 21, iters: 2200, time: 0.444) G_GAN: 1.501 G_GAN_Feat: 9.743 G_VGG: 4.462 F_Flow: 109.199 F_Warp: 1.628 W: 3.644 D_real: 0.816 D_fake: 0.741 (epoch: 21, iters: 2400, time: 0.442) G_GAN: 1.914 G_GAN_Feat: 9.140 G_VGG: 4.185 F_Flow: 98.736 F_Warp: 1.713 W: 3.841 D_real: 1.223 D_fake: 0.470 (epoch: 21, iters: 2600, time: 0.442) G_GAN: 0.938 G_GAN_Feat: 9.316 G_VGG: 4.720 F_Flow: 90.152 F_Warp: 1.545 W: 3.369 D_real: 0.471 D_fake: 1.210 (epoch: 21, iters: 2800, time: 0.444) G_GAN: 1.347 G_GAN_Feat: 10.333 G_VGG: 4.015 F_Flow: 102.638 F_Warp: 1.897 W: 4.074 D_real: 0.646 D_fake: 1.033 (epoch: 21, iters: 3000, time: 0.439) G_GAN: 1.436 G_GAN_Feat: 11.328 G_VGG: 4.609 F_Flow: 133.521 F_Warp: 2.563 W: 4.871 D_real: 0.613 D_fake: 0.806 saving the latest model (epoch 21, total_steps 203000) (epoch: 21, iters: 3200, time: 0.443) G_GAN: 0.712 G_GAN_Feat: 10.471 G_VGG: 4.432 F_Flow: 116.244 F_Warp: 1.941 W: 4.096 D_real: 0.324 D_fake: 1.559 (epoch: 21, iters: 3400, time: 0.437) G_GAN: 1.885 G_GAN_Feat: 9.353 G_VGG: 4.405 F_Flow: 97.454 F_Warp: 1.701 W: 3.804 D_real: 1.433 D_fake: 0.465 (epoch: 21, iters: 3600, time: 0.437) G_GAN: 1.391 G_GAN_Feat: 10.601 G_VGG: 4.630 F_Flow: 113.696 F_Warp: 2.058 W: 4.434 D_real: 0.444 D_fake: 0.997 (epoch: 21, iters: 3800, time: 0.442) G_GAN: 0.517 G_GAN_Feat: 9.033 G_VGG: 4.204 F_Flow: 109.214 F_Warp: 1.344 W: 2.836 D_real: 0.086 D_fake: 1.674 (epoch: 21, iters: 4000, time: 0.440) G_GAN: 1.194 G_GAN_Feat: 10.952 G_VGG: 5.009 F_Flow: 75.713 F_Warp: 2.640 W: 5.106 D_real: 0.611 D_fake: 1.171 saving the latest model (epoch 21, total_steps 204000) (epoch: 21, iters: 4200, time: 0.438) G_GAN: 0.964 G_GAN_Feat: 11.247 G_VGG: 4.885 F_Flow: 132.440 F_Warp: 2.288 W: 4.836 D_real: 0.582 D_fake: 1.214 (epoch: 21, iters: 4400, time: 0.439) G_GAN: 2.031 G_GAN_Feat: 10.842 G_VGG: 4.645 F_Flow: 110.039 F_Warp: 1.834 W: 4.098 D_real: 1.370 D_fake: 0.356 (epoch: 21, iters: 4600, time: 0.439) G_GAN: 1.390 G_GAN_Feat: 9.441 G_VGG: 4.261 F_Flow: 93.334 F_Warp: 1.699 W: 3.635 D_real: 0.820 D_fake: 0.904 (epoch: 21, iters: 4800, time: 0.438) G_GAN: 1.093 G_GAN_Feat: 10.280 G_VGG: 4.508 F_Flow: 86.177 F_Warp: 1.785 W: 4.034 D_real: 0.698 D_fake: 1.014 (epoch: 21, iters: 5000, time: 0.441) G_GAN: 1.328 G_GAN_Feat: 9.804 G_VGG: 4.661 F_Flow: 105.366 F_Warp: 1.880 W: 4.038 D_real: 0.708 D_fake: 0.835 saving the latest model (epoch 21, total_steps 205000) (epoch: 21, iters: 5200, time: 0.444) G_GAN: 1.417 G_GAN_Feat: 10.703 G_VGG: 4.238 F_Flow: 96.773 F_Warp: 1.625 W: 3.697 D_real: 0.639 D_fake: 0.708 (epoch: 21, iters: 5400, time: 0.443) G_GAN: 1.997 G_GAN_Feat: 9.379 G_VGG: 4.215 F_Flow: 122.725 F_Warp: 1.650 W: 3.664 D_real: 1.174 D_fake: 0.494 (epoch: 21, iters: 5600, time: 0.441) G_GAN: 2.557 G_GAN_Feat: 10.033 G_VGG: 4.563 F_Flow: 125.951 F_Warp: 2.022 W: 4.277 D_real: 1.763 D_fake: 0.162 (epoch: 21, iters: 5800, time: 0.443) G_GAN: 2.056 G_GAN_Feat: 9.244 G_VGG: 4.085 F_Flow: 95.887 F_Warp: 1.392 W: 3.368 D_real: 1.574 D_fake: 0.374 (epoch: 21, iters: 6000, time: 0.444) G_GAN: 2.020 G_GAN_Feat: 10.034 G_VGG: 4.354 F_Flow: 119.756 F_Warp: 1.741 W: 3.654 D_real: 1.344 D_fake: 0.437 saving the latest model (epoch 21, total_steps 206000) (epoch: 21, iters: 6200, time: 0.444) G_GAN: 0.727 G_GAN_Feat: 11.217 G_VGG: 4.715 F_Flow: 124.901 F_Warp: 2.147 W: 4.506 D_real: 0.432 D_fake: 1.112 (epoch: 21, iters: 6400, time: 0.442) G_GAN: 2.408 G_GAN_Feat: 9.368 G_VGG: 4.093 F_Flow: 102.896 F_Warp: 1.785 W: 3.380 D_real: 1.542 D_fake: 0.246 (epoch: 21, iters: 6600, time: 0.445) G_GAN: 0.729 G_GAN_Feat: 9.425 G_VGG: 4.177 F_Flow: 107.245 F_Warp: 1.626 W: 3.394 D_real: 0.349 D_fake: 1.335 (epoch: 21, iters: 6800, time: 0.443) G_GAN: 0.831 G_GAN_Feat: 9.148 G_VGG: 4.258 F_Flow: 132.790 F_Warp: 1.604 W: 3.594 D_real: 0.525 D_fake: 1.132 (epoch: 21, iters: 7000, time: 0.443) G_GAN: 1.867 G_GAN_Feat: 10.373 G_VGG: 4.627 F_Flow: 141.497 F_Warp: 1.971 W: 4.037 D_real: 0.974 D_fake: 0.378 saving the latest model (epoch 21, total_steps 207000) (epoch: 21, iters: 7200, time: 0.445) G_GAN: 1.852 G_GAN_Feat: 10.089 G_VGG: 4.746 F_Flow: 110.689 F_Warp: 1.849 W: 3.804 D_real: 1.058 D_fake: 0.423 (epoch: 21, iters: 7400, time: 0.446) G_GAN: 1.604 G_GAN_Feat: 9.186 G_VGG: 4.354 F_Flow: 123.308 F_Warp: 1.647 W: 3.462 D_real: 1.132 D_fake: 0.772 (epoch: 21, iters: 7600, time: 0.444) G_GAN: 2.230 G_GAN_Feat: 10.162 G_VGG: 4.713 F_Flow: 109.567 F_Warp: 1.776 W: 3.543 D_real: 1.533 D_fake: 0.296 (epoch: 21, iters: 7800, time: 0.441) G_GAN: 1.601 G_GAN_Feat: 8.857 G_VGG: 4.455 F_Flow: 143.147 F_Warp: 1.765 W: 3.485 D_real: 0.921 D_fake: 0.799 (epoch: 21, iters: 8000, time: 0.441) G_GAN: 2.674 G_GAN_Feat: 9.368 G_VGG: 4.256 F_Flow: 105.567 F_Warp: 1.488 W: 3.390 D_real: 2.417 D_fake: 0.018 saving the latest model (epoch 21, total_steps 208000) (epoch: 21, iters: 8200, time: 0.442) G_GAN: 1.675 G_GAN_Feat: 10.400 G_VGG: 4.830 F_Flow: 165.340 F_Warp: 2.543 W: 4.869 D_real: 0.904 D_fake: 0.740 (epoch: 21, iters: 8400, time: 0.438) G_GAN: 1.456 G_GAN_Feat: 9.793 G_VGG: 4.548 F_Flow: 117.354 F_Warp: 1.627 W: 3.790 D_real: 0.893 D_fake: 0.820 (epoch: 21, iters: 8600, time: 0.441) G_GAN: 1.370 G_GAN_Feat: 10.476 G_VGG: 4.178 F_Flow: 98.733 F_Warp: 1.544 W: 3.434 D_real: 0.885 D_fake: 0.762 (epoch: 21, iters: 8800, time: 0.444) G_GAN: 0.766 G_GAN_Feat: 8.753 G_VGG: 4.027 F_Flow: 118.837 F_Warp: 1.441 W: 3.003 D_real: 0.410 D_fake: 1.485 (epoch: 21, iters: 9000, time: 0.439) G_GAN: 2.097 G_GAN_Feat: 11.058 G_VGG: 4.678 F_Flow: 128.538 F_Warp: 2.226 W: 4.136 D_real: 1.065 D_fake: 0.260 saving the latest model (epoch 21, total_steps 209000) (epoch: 21, iters: 9200, time: 0.441) G_GAN: 2.219 G_GAN_Feat: 9.354 G_VGG: 4.476 F_Flow: 100.935 F_Warp: 1.836 W: 3.643 D_real: 1.398 D_fake: 0.421 (epoch: 21, iters: 9400, time: 0.437) G_GAN: 1.079 G_GAN_Feat: 10.806 G_VGG: 4.510 F_Flow: 80.015 F_Warp: 1.796 W: 3.916 D_real: 0.511 D_fake: 1.164 (epoch: 21, iters: 9600, time: 0.437) G_GAN: 2.467 G_GAN_Feat: 9.329 G_VGG: 4.639 F_Flow: 158.733 F_Warp: 1.933 W: 3.978 D_real: 1.746 D_fake: 0.197 (epoch: 21, iters: 9800, time: 0.437) G_GAN: 0.664 G_GAN_Feat: 9.111 G_VGG: 4.071 F_Flow: 112.685 F_Warp: 1.578 W: 3.632 D_real: 0.229 D_fake: 1.511 (epoch: 21, iters: 10000, time: 0.435) G_GAN: 0.772 G_GAN_Feat: 9.827 G_VGG: 4.517 F_Flow: 106.100 F_Warp: 1.802 W: 3.767 D_real: 0.211 D_fake: 1.528 saving the latest model (epoch 21, total_steps 210000) End of epoch 21 / 100 Time Taken: 4578 sec (epoch: 22, iters: 200, time: 0.456) G_GAN: 2.305 G_GAN_Feat: 9.373 G_VGG: 4.507 F_Flow: 119.429 F_Warp: 1.505 W: 3.594 D_real: 1.761 D_fake: 0.178 (epoch: 22, iters: 400, time: 0.452) G_GAN: 1.932 G_GAN_Feat: 10.589 G_VGG: 4.859 F_Flow: 95.941 F_Warp: 2.040 W: 3.949 D_real: 0.947 D_fake: 0.589 (epoch: 22, iters: 600, time: 0.454) G_GAN: 0.859 G_GAN_Feat: 8.892 G_VGG: 4.428 F_Flow: 107.881 F_Warp: 1.581 W: 3.538 D_real: 0.644 D_fake: 1.037 (epoch: 22, iters: 800, time: 0.452) G_GAN: 0.995 G_GAN_Feat: 9.679 G_VGG: 4.812 F_Flow: 104.909 F_Warp: 1.854 W: 3.814 D_real: 0.403 D_fake: 1.120 (epoch: 22, iters: 1000, time: 0.447) G_GAN: 1.090 G_GAN_Feat: 11.238 G_VGG: 5.287 F_Flow: 127.139 F_Warp: 2.098 W: 4.309 D_real: 0.503 D_fake: 0.978 saving the latest model (epoch 22, total_steps 211000) (epoch: 22, iters: 1200, time: 0.455) G_GAN: 1.432 G_GAN_Feat: 10.403 G_VGG: 4.914 F_Flow: 125.430 F_Warp: 1.704 W: 4.029 D_real: 0.559 D_fake: 0.973 (epoch: 22, iters: 1400, time: 0.450) G_GAN: 1.675 G_GAN_Feat: 9.450 G_VGG: 4.422 F_Flow: 144.672 F_Warp: 1.588 W: 3.452 D_real: 0.929 D_fake: 0.680 (epoch: 22, iters: 1600, time: 0.457) G_GAN: 1.357 G_GAN_Feat: 10.070 G_VGG: 4.504 F_Flow: 122.822 F_Warp: 1.742 W: 3.804 D_real: 0.851 D_fake: 0.955 (epoch: 22, iters: 1800, time: 0.457) G_GAN: 1.849 G_GAN_Feat: 9.856 G_VGG: 4.107 F_Flow: 134.363 F_Warp: 1.597 W: 3.348 D_real: 1.222 D_fake: 0.520 (epoch: 22, iters: 2000, time: 0.459) G_GAN: 1.244 G_GAN_Feat: 9.050 G_VGG: 4.147 F_Flow: 88.337 F_Warp: 1.388 W: 3.029 D_real: 0.581 D_fake: 0.964 saving the latest model (epoch 22, total_steps 212000) (epoch: 22, iters: 2200, time: 0.454) G_GAN: 1.896 G_GAN_Feat: 11.080 G_VGG: 4.784 F_Flow: 123.065 F_Warp: 1.852 W: 4.104 D_real: 1.111 D_fake: 0.614 (epoch: 22, iters: 2400, time: 0.452) G_GAN: 2.485 G_GAN_Feat: 9.930 G_VGG: 4.659 F_Flow: 151.402 F_Warp: 2.162 W: 4.321 D_real: 1.754 D_fake: 0.127 (epoch: 22, iters: 2600, time: 0.455) G_GAN: 0.783 G_GAN_Feat: 10.359 G_VGG: 4.704 F_Flow: 130.038 F_Warp: 1.712 W: 3.796 D_real: 0.374 D_fake: 1.469 (epoch: 22, iters: 2800, time: 0.455) G_GAN: 1.497 G_GAN_Feat: 9.430 G_VGG: 4.008 F_Flow: 105.315 F_Warp: 1.494 W: 3.536 D_real: 0.859 D_fake: 0.875 (epoch: 22, iters: 3000, time: 0.454) G_GAN: 2.176 G_GAN_Feat: 10.055 G_VGG: 4.393 F_Flow: 146.814 F_Warp: 1.487 W: 3.419 D_real: 1.501 D_fake: 0.229 saving the latest model (epoch 22, total_steps 213000) (epoch: 22, iters: 3200, time: 0.455) G_GAN: 1.423 G_GAN_Feat: 9.534 G_VGG: 4.038 F_Flow: 104.710 F_Warp: 1.539 W: 3.291 D_real: 1.051 D_fake: 0.568 (epoch: 22, iters: 3400, time: 0.452) G_GAN: 1.235 G_GAN_Feat: 9.558 G_VGG: 4.487 F_Flow: 132.115 F_Warp: 2.095 W: 3.686 D_real: 0.798 D_fake: 0.985 (epoch: 22, iters: 3600, time: 0.452) G_GAN: 1.324 G_GAN_Feat: 10.567 G_VGG: 4.737 F_Flow: 124.953 F_Warp: 1.907 W: 4.016 D_real: 0.713 D_fake: 0.745 (epoch: 22, iters: 3800, time: 0.452) G_GAN: 1.135 G_GAN_Feat: 9.554 G_VGG: 4.244 F_Flow: 109.587 F_Warp: 1.615 W: 3.562 D_real: 0.706 D_fake: 0.954 (epoch: 22, iters: 4000, time: 0.450) G_GAN: 1.272 G_GAN_Feat: 10.555 G_VGG: 4.859 F_Flow: 120.217 F_Warp: 2.425 W: 4.625 D_real: 0.773 D_fake: 0.963 saving the latest model (epoch 22, total_steps 214000) (epoch: 22, iters: 4200, time: 0.452) G_GAN: 1.873 G_GAN_Feat: 10.856 G_VGG: 5.169 F_Flow: 101.584 F_Warp: 2.165 W: 4.362 D_real: 0.811 D_fake: 0.296 (epoch: 22, iters: 4400, time: 0.450) G_GAN: 1.395 G_GAN_Feat: 9.529 G_VGG: 4.434 F_Flow: 119.918 F_Warp: 1.745 W: 3.780 D_real: 0.961 D_fake: 0.892 (epoch: 22, iters: 4600, time: 0.456) G_GAN: 1.383 G_GAN_Feat: 10.858 G_VGG: 4.647 F_Flow: 119.892 F_Warp: 1.976 W: 4.165 D_real: 0.513 D_fake: 0.991 (epoch: 22, iters: 4800, time: 0.449) G_GAN: 1.030 G_GAN_Feat: 8.915 G_VGG: 4.166 F_Flow: 110.604 F_Warp: 1.592 W: 3.589 D_real: 0.485 D_fake: 1.105 (epoch: 22, iters: 5000, time: 0.454) G_GAN: 2.891 G_GAN_Feat: 9.423 G_VGG: 4.163 F_Flow: 141.992 F_Warp: 1.642 W: 3.757 D_real: 2.244 D_fake: 0.027 saving the latest model (epoch 22, total_steps 215000) (epoch: 22, iters: 5200, time: 0.455) G_GAN: 1.921 G_GAN_Feat: 9.676 G_VGG: 4.194 F_Flow: 121.355 F_Warp: 1.511 W: 3.290 D_real: 1.309 D_fake: 0.629 (epoch: 22, iters: 5400, time: 0.449) G_GAN: 1.158 G_GAN_Feat: 10.387 G_VGG: 4.572 F_Flow: 115.986 F_Warp: 1.975 W: 4.001 D_real: 0.627 D_fake: 1.089 (epoch: 22, iters: 5600, time: 0.450) G_GAN: 0.960 G_GAN_Feat: 10.061 G_VGG: 4.582 F_Flow: 117.594 F_Warp: 1.752 W: 3.732 D_real: 0.498 D_fake: 1.012 (epoch: 22, iters: 5800, time: 0.461) G_GAN: 1.134 G_GAN_Feat: 10.270 G_VGG: 4.206 F_Flow: 122.875 F_Warp: 1.653 W: 3.527 D_real: 0.860 D_fake: 0.936 (epoch: 22, iters: 6000, time: 0.455) G_GAN: 1.688 G_GAN_Feat: 8.876 G_VGG: 4.124 F_Flow: 94.506 F_Warp: 1.294 W: 3.024 D_real: 1.279 D_fake: 0.747 saving the latest model (epoch 22, total_steps 216000) (epoch: 22, iters: 6200, time: 0.454) G_GAN: 1.331 G_GAN_Feat: 9.755 G_VGG: 4.067 F_Flow: 106.273 F_Warp: 1.562 W: 3.482 D_real: 0.832 D_fake: 0.807 (epoch: 22, iters: 6400, time: 0.456) G_GAN: 2.057 G_GAN_Feat: 11.826 G_VGG: 5.060 F_Flow: 103.012 F_Warp: 2.564 W: 4.544 D_real: 1.035 D_fake: 0.404 (epoch: 22, iters: 6600, time: 0.458) G_GAN: 0.894 G_GAN_Feat: 10.637 G_VGG: 4.647 F_Flow: 98.668 F_Warp: 1.746 W: 3.745 D_real: 0.333 D_fake: 1.182 (epoch: 22, iters: 6800, time: 0.453) G_GAN: 0.736 G_GAN_Feat: 11.324 G_VGG: 5.262 F_Flow: 105.474 F_Warp: 2.326 W: 4.795 D_real: 0.226 D_fake: 1.392 (epoch: 22, iters: 7000, time: 0.452) G_GAN: 1.586 G_GAN_Feat: 10.210 G_VGG: 4.569 F_Flow: 129.948 F_Warp: 1.897 W: 3.770 D_real: 1.017 D_fake: 0.656 saving the latest model (epoch 22, total_steps 217000) (epoch: 22, iters: 7200, time: 0.460) G_GAN: 0.882 G_GAN_Feat: 10.902 G_VGG: 4.634 F_Flow: 162.547 F_Warp: 2.239 W: 4.241 D_real: 0.225 D_fake: 1.443 (epoch: 22, iters: 7400, time: 0.451) G_GAN: 0.434 G_GAN_Feat: 10.230 G_VGG: 4.387 F_Flow: 112.353 F_Warp: 1.657 W: 3.827 D_real: 0.317 D_fake: 1.459 (epoch: 22, iters: 7600, time: 0.454) G_GAN: 1.302 G_GAN_Feat: 10.171 G_VGG: 4.497 F_Flow: 116.618 F_Warp: 1.627 W: 3.567 D_real: 0.648 D_fake: 1.028 (epoch: 22, iters: 7800, time: 0.454) G_GAN: 2.019 G_GAN_Feat: 9.743 G_VGG: 4.442 F_Flow: 102.303 F_Warp: 1.638 W: 3.530 D_real: 1.023 D_fake: 0.536 (epoch: 22, iters: 8000, time: 0.456) G_GAN: 1.496 G_GAN_Feat: 9.730 G_VGG: 4.301 F_Flow: 128.231 F_Warp: 1.941 W: 4.192 D_real: 0.847 D_fake: 0.829 saving the latest model (epoch 22, total_steps 218000) (epoch: 22, iters: 8200, time: 0.454) G_GAN: 1.382 G_GAN_Feat: 9.868 G_VGG: 4.144 F_Flow: 131.439 F_Warp: 1.722 W: 3.934 D_real: 1.046 D_fake: 0.713 (epoch: 22, iters: 8400, time: 0.450) G_GAN: 2.113 G_GAN_Feat: 9.203 G_VGG: 4.064 F_Flow: 116.073 F_Warp: 1.413 W: 3.014 D_real: 1.305 D_fake: 0.416 (epoch: 22, iters: 8600, time: 0.457) G_GAN: 1.120 G_GAN_Feat: 10.048 G_VGG: 4.525 F_Flow: 133.305 F_Warp: 1.829 W: 3.990 D_real: 0.870 D_fake: 0.921 (epoch: 22, iters: 8800, time: 0.450) G_GAN: 1.649 G_GAN_Feat: 10.660 G_VGG: 4.205 F_Flow: 127.059 F_Warp: 1.995 W: 4.236 D_real: 1.021 D_fake: 0.571 (epoch: 22, iters: 9000, time: 0.449) G_GAN: 1.734 G_GAN_Feat: 10.768 G_VGG: 4.717 F_Flow: 97.827 F_Warp: 1.787 W: 3.870 D_real: 0.743 D_fake: 0.746 saving the latest model (epoch 22, total_steps 219000) (epoch: 22, iters: 9200, time: 0.458) G_GAN: 1.328 G_GAN_Feat: 9.326 G_VGG: 4.257 F_Flow: 85.164 F_Warp: 1.420 W: 3.318 D_real: 0.865 D_fake: 0.680 (epoch: 22, iters: 9400, time: 0.450) G_GAN: 2.232 G_GAN_Feat: 10.117 G_VGG: 4.199 F_Flow: 94.275 F_Warp: 1.509 W: 3.381 D_real: 1.452 D_fake: 0.241 (epoch: 22, iters: 9600, time: 0.450) G_GAN: 1.710 G_GAN_Feat: 9.349 G_VGG: 4.305 F_Flow: 113.649 F_Warp: 1.596 W: 3.578 D_real: 1.122 D_fake: 0.480 (epoch: 22, iters: 9800, time: 0.451) G_GAN: 1.018 G_GAN_Feat: 10.160 G_VGG: 4.397 F_Flow: 109.538 F_Warp: 1.789 W: 3.382 D_real: 0.400 D_fake: 1.176 (epoch: 22, iters: 10000, time: 0.451) G_GAN: 1.138 G_GAN_Feat: 9.369 G_VGG: 3.820 F_Flow: 101.923 F_Warp: 1.403 W: 3.315 D_real: 0.916 D_fake: 0.911 saving the latest model (epoch 22, total_steps 220000) End of epoch 22 / 100 Time Taken: 4699 sec (epoch: 23, iters: 200, time: 0.456) G_GAN: 1.650 G_GAN_Feat: 8.210 G_VGG: 3.898 F_Flow: 112.485 F_Warp: 1.458 W: 3.244 D_real: 1.168 D_fake: 0.509 (epoch: 23, iters: 400, time: 0.451) G_GAN: 2.180 G_GAN_Feat: 11.064 G_VGG: 5.191 F_Flow: 111.520 F_Warp: 2.577 W: 4.749 D_real: 1.122 D_fake: 0.373 (epoch: 23, iters: 600, time: 0.450) G_GAN: 0.576 G_GAN_Feat: 8.850 G_VGG: 4.511 F_Flow: 92.204 F_Warp: 1.435 W: 3.320 D_real: 0.217 D_fake: 1.520 (epoch: 23, iters: 800, time: 0.446) G_GAN: 0.512 G_GAN_Feat: 9.903 G_VGG: 4.109 F_Flow: 108.640 F_Warp: 1.625 W: 3.509 D_real: 0.335 D_fake: 1.575 (epoch: 23, iters: 1000, time: 0.446) G_GAN: 1.831 G_GAN_Feat: 10.168 G_VGG: 4.449 F_Flow: 120.989 F_Warp: 1.992 W: 4.057 D_real: 1.071 D_fake: 0.664 saving the latest model (epoch 23, total_steps 221000) (epoch: 23, iters: 1200, time: 0.449) G_GAN: 1.416 G_GAN_Feat: 8.877 G_VGG: 3.465 F_Flow: 98.870 F_Warp: 0.957 W: 2.541 D_real: 1.030 D_fake: 0.733 (epoch: 23, iters: 1400, time: 0.443) G_GAN: 1.357 G_GAN_Feat: 8.765 G_VGG: 3.883 F_Flow: 102.124 F_Warp: 1.168 W: 2.907 D_real: 0.959 D_fake: 0.795 (epoch: 23, iters: 1600, time: 0.444) G_GAN: 1.908 G_GAN_Feat: 11.004 G_VGG: 4.975 F_Flow: 93.411 F_Warp: 1.763 W: 3.856 D_real: 1.091 D_fake: 0.551 (epoch: 23, iters: 1800, time: 0.447) G_GAN: 2.250 G_GAN_Feat: 9.846 G_VGG: 4.482 F_Flow: 105.835 F_Warp: 1.770 W: 3.710 D_real: 1.113 D_fake: 0.731 (epoch: 23, iters: 2000, time: 0.442) G_GAN: 1.961 G_GAN_Feat: 11.316 G_VGG: 4.422 F_Flow: 92.759 F_Warp: 2.048 W: 4.060 D_real: 1.495 D_fake: 0.440 saving the latest model (epoch 23, total_steps 222000) (epoch: 23, iters: 2200, time: 0.445) G_GAN: 1.926 G_GAN_Feat: 9.219 G_VGG: 4.324 F_Flow: 93.081 F_Warp: 1.902 W: 3.892 D_real: 1.082 D_fake: 0.546 (epoch: 23, iters: 2400, time: 0.442) G_GAN: 1.358 G_GAN_Feat: 10.101 G_VGG: 4.866 F_Flow: 123.243 F_Warp: 1.799 W: 3.777 D_real: 0.419 D_fake: 0.846 (epoch: 23, iters: 2600, time: 0.443) G_GAN: 2.819 G_GAN_Feat: 8.437 G_VGG: 3.897 F_Flow: 94.412 F_Warp: 1.102 W: 2.725 D_real: 2.518 D_fake: 0.055 (epoch: 23, iters: 2800, time: 0.442) G_GAN: 1.814 G_GAN_Feat: 10.824 G_VGG: 4.655 F_Flow: 111.162 F_Warp: 2.101 W: 4.394 D_real: 1.186 D_fake: 0.518 (epoch: 23, iters: 3000, time: 0.441) G_GAN: 0.576 G_GAN_Feat: 10.892 G_VGG: 5.385 F_Flow: 91.518 F_Warp: 2.824 W: 4.847 D_real: 0.100 D_fake: 1.962 saving the latest model (epoch 23, total_steps 223000) (epoch: 23, iters: 3200, time: 0.446) G_GAN: 1.542 G_GAN_Feat: 10.212 G_VGG: 4.302 F_Flow: 100.248 F_Warp: 1.775 W: 3.801 D_real: 0.920 D_fake: 0.752 (epoch: 23, iters: 3400, time: 0.443) G_GAN: 2.182 G_GAN_Feat: 9.556 G_VGG: 4.678 F_Flow: 109.511 F_Warp: 2.098 W: 3.908 D_real: 0.915 D_fake: 0.429 (epoch: 23, iters: 3600, time: 0.444) G_GAN: 2.240 G_GAN_Feat: 9.368 G_VGG: 4.205 F_Flow: 152.297 F_Warp: 1.993 W: 3.801 D_real: 1.440 D_fake: 0.212 (epoch: 23, iters: 3800, time: 0.447) G_GAN: 2.100 G_GAN_Feat: 10.875 G_VGG: 4.501 F_Flow: 126.432 F_Warp: 1.747 W: 3.916 D_real: 1.287 D_fake: 0.413 (epoch: 23, iters: 4000, time: 0.444) G_GAN: 1.215 G_GAN_Feat: 10.132 G_VGG: 4.571 F_Flow: 107.533 F_Warp: 2.012 W: 4.212 D_real: 0.565 D_fake: 1.091 saving the latest model (epoch 23, total_steps 224000) (epoch: 23, iters: 4200, time: 0.442) G_GAN: 0.469 G_GAN_Feat: 10.513 G_VGG: 4.239 F_Flow: 89.972 F_Warp: 1.950 W: 4.324 D_real: 0.406 D_fake: 1.262 (epoch: 23, iters: 4400, time: 0.444) G_GAN: 1.876 G_GAN_Feat: 8.818 G_VGG: 4.192 F_Flow: 112.160 F_Warp: 1.387 W: 3.343 D_real: 1.159 D_fake: 0.378 (epoch: 23, iters: 4600, time: 0.445) G_GAN: 1.228 G_GAN_Feat: 9.586 G_VGG: 4.188 F_Flow: 107.257 F_Warp: 1.502 W: 3.372 D_real: 0.572 D_fake: 1.177 (epoch: 23, iters: 4800, time: 0.445) G_GAN: 0.794 G_GAN_Feat: 9.501 G_VGG: 4.356 F_Flow: 126.431 F_Warp: 1.950 W: 3.913 D_real: 0.274 D_fake: 1.694 (epoch: 23, iters: 5000, time: 0.442) G_GAN: 1.246 G_GAN_Feat: 8.905 G_VGG: 4.513 F_Flow: 90.172 F_Warp: 1.390 W: 3.089 D_real: 0.734 D_fake: 0.994 saving the latest model (epoch 23, total_steps 225000) (epoch: 23, iters: 5200, time: 0.445) G_GAN: 0.587 G_GAN_Feat: 10.852 G_VGG: 4.782 F_Flow: 80.760 F_Warp: 2.179 W: 4.268 D_real: 0.241 D_fake: 1.465 (epoch: 23, iters: 5400, time: 0.443) G_GAN: 2.059 G_GAN_Feat: 9.436 G_VGG: 4.357 F_Flow: 137.950 F_Warp: 1.859 W: 3.774 D_real: 1.235 D_fake: 0.503 (epoch: 23, iters: 5600, time: 0.444) G_GAN: 1.923 G_GAN_Feat: 10.434 G_VGG: 4.426 F_Flow: 121.137 F_Warp: 1.923 W: 4.029 D_real: 1.311 D_fake: 0.401 (epoch: 23, iters: 5800, time: 0.449) G_GAN: 1.242 G_GAN_Feat: 10.352 G_VGG: 4.759 F_Flow: 74.723 F_Warp: 1.758 W: 3.778 D_real: 0.484 D_fake: 1.146 (epoch: 23, iters: 6000, time: 0.443) G_GAN: 2.820 G_GAN_Feat: 9.913 G_VGG: 4.456 F_Flow: 109.535 F_Warp: 1.620 W: 3.645 D_real: 1.896 D_fake: 0.035 saving the latest model (epoch 23, total_steps 226000) (epoch: 23, iters: 6200, time: 0.444) G_GAN: 0.931 G_GAN_Feat: 9.860 G_VGG: 4.555 F_Flow: 108.215 F_Warp: 1.964 W: 4.436 D_real: 0.529 D_fake: 1.061 (epoch: 23, iters: 6400, time: 0.444) G_GAN: 1.375 G_GAN_Feat: 10.172 G_VGG: 4.396 F_Flow: 115.470 F_Warp: 1.946 W: 4.023 D_real: 0.723 D_fake: 0.794 (epoch: 23, iters: 6600, time: 0.443) G_GAN: 1.556 G_GAN_Feat: 9.592 G_VGG: 4.308 F_Flow: 119.678 F_Warp: 1.491 W: 3.436 D_real: 0.858 D_fake: 0.624 (epoch: 23, iters: 6800, time: 0.441) G_GAN: 1.164 G_GAN_Feat: 10.558 G_VGG: 4.377 F_Flow: 86.146 F_Warp: 2.265 W: 4.220 D_real: 0.433 D_fake: 1.066 (epoch: 23, iters: 7000, time: 0.443) G_GAN: 0.806 G_GAN_Feat: 10.434 G_VGG: 4.822 F_Flow: 110.064 F_Warp: 2.057 W: 4.176 D_real: 0.148 D_fake: 1.608 saving the latest model (epoch 23, total_steps 227000) (epoch: 23, iters: 7200, time: 0.444) G_GAN: 1.780 G_GAN_Feat: 10.108 G_VGG: 4.617 F_Flow: 102.873 F_Warp: 1.975 W: 3.996 D_real: 0.927 D_fake: 0.582 (epoch: 23, iters: 7400, time: 0.439) G_GAN: 0.858 G_GAN_Feat: 8.942 G_VGG: 4.085 F_Flow: 91.017 F_Warp: 1.752 W: 3.921 D_real: 0.539 D_fake: 1.228 (epoch: 23, iters: 7600, time: 0.439) G_GAN: 1.279 G_GAN_Feat: 11.842 G_VGG: 4.806 F_Flow: 137.925 F_Warp: 2.491 W: 4.292 D_real: 0.385 D_fake: 1.122 (epoch: 23, iters: 7800, time: 0.441) G_GAN: 0.726 G_GAN_Feat: 9.925 G_VGG: 4.418 F_Flow: 78.904 F_Warp: 1.626 W: 3.621 D_real: 0.274 D_fake: 1.295 (epoch: 23, iters: 8000, time: 0.441) G_GAN: 1.266 G_GAN_Feat: 10.594 G_VGG: 4.291 F_Flow: 149.968 F_Warp: 1.968 W: 4.162 D_real: 0.459 D_fake: 1.130 saving the latest model (epoch 23, total_steps 228000) (epoch: 23, iters: 8200, time: 0.440) G_GAN: 2.360 G_GAN_Feat: 9.504 G_VGG: 4.404 F_Flow: 129.980 F_Warp: 1.783 W: 3.724 D_real: 1.533 D_fake: 0.109 (epoch: 23, iters: 8400, time: 0.444) G_GAN: 1.513 G_GAN_Feat: 9.443 G_VGG: 4.464 F_Flow: 99.802 F_Warp: 1.622 W: 3.538 D_real: 0.778 D_fake: 0.774 (epoch: 23, iters: 8600, time: 0.445) G_GAN: 2.007 G_GAN_Feat: 9.967 G_VGG: 4.541 F_Flow: 132.991 F_Warp: 2.228 W: 4.312 D_real: 1.024 D_fake: 0.390 (epoch: 23, iters: 8800, time: 0.441) G_GAN: 2.368 G_GAN_Feat: 10.425 G_VGG: 4.524 F_Flow: 130.363 F_Warp: 2.043 W: 3.987 D_real: 1.422 D_fake: 0.323 (epoch: 23, iters: 9000, time: 0.439) G_GAN: 0.981 G_GAN_Feat: 10.216 G_VGG: 4.371 F_Flow: 95.975 F_Warp: 2.045 W: 4.291 D_real: 0.399 D_fake: 1.199 saving the latest model (epoch 23, total_steps 229000) (epoch: 23, iters: 9200, time: 0.444) G_GAN: 1.772 G_GAN_Feat: 8.743 G_VGG: 4.170 F_Flow: 105.842 F_Warp: 1.414 W: 3.392 D_real: 1.325 D_fake: 0.529 (epoch: 23, iters: 9400, time: 0.440) G_GAN: 1.553 G_GAN_Feat: 11.155 G_VGG: 4.820 F_Flow: 88.225 F_Warp: 2.508 W: 4.927 D_real: 0.870 D_fake: 0.955 (epoch: 23, iters: 9600, time: 0.440) G_GAN: 2.209 G_GAN_Feat: 10.375 G_VGG: 4.861 F_Flow: 104.801 F_Warp: 1.822 W: 3.858 D_real: 1.401 D_fake: 0.180 (epoch: 23, iters: 9800, time: 0.442) G_GAN: 1.713 G_GAN_Feat: 8.928 G_VGG: 4.563 F_Flow: 115.716 F_Warp: 1.676 W: 3.606 D_real: 1.115 D_fake: 0.519 (epoch: 23, iters: 10000, time: 0.437) G_GAN: 2.957 G_GAN_Feat: 8.284 G_VGG: 3.829 F_Flow: 98.879 F_Warp: 1.251 W: 2.780 D_real: 2.351 D_fake: 0.074 saving the latest model (epoch 23, total_steps 230000) End of epoch 23 / 100 Time Taken: 4611 sec (epoch: 24, iters: 200, time: 0.447) G_GAN: 0.403 G_GAN_Feat: 9.790 G_VGG: 4.273 F_Flow: 81.853 F_Warp: 1.927 W: 3.831 D_real: 0.110 D_fake: 1.801 (epoch: 24, iters: 400, time: 0.448) G_GAN: 1.029 G_GAN_Feat: 10.392 G_VGG: 4.635 F_Flow: 109.146 F_Warp: 1.989 W: 4.070 D_real: 0.472 D_fake: 1.260 (epoch: 24, iters: 600, time: 0.447) G_GAN: 1.184 G_GAN_Feat: 9.542 G_VGG: 3.945 F_Flow: 89.285 F_Warp: 1.397 W: 3.423 D_real: 0.625 D_fake: 0.977 (epoch: 24, iters: 800, time: 0.443) G_GAN: 2.156 G_GAN_Feat: 10.524 G_VGG: 4.455 F_Flow: 90.870 F_Warp: 1.900 W: 4.257 D_real: 1.476 D_fake: 0.394 (epoch: 24, iters: 1000, time: 0.444) G_GAN: 1.425 G_GAN_Feat: 9.494 G_VGG: 4.260 F_Flow: 94.901 F_Warp: 1.520 W: 3.252 D_real: 0.854 D_fake: 0.585 saving the latest model (epoch 24, total_steps 231000) (epoch: 24, iters: 1200, time: 0.444) G_GAN: 0.493 G_GAN_Feat: 10.465 G_VGG: 4.877 F_Flow: 103.325 F_Warp: 1.813 W: 3.729 D_real: 0.181 D_fake: 1.979 (epoch: 24, iters: 1400, time: 0.443) G_GAN: 1.642 G_GAN_Feat: 9.906 G_VGG: 4.355 F_Flow: 90.735 F_Warp: 1.816 W: 3.896 D_real: 0.898 D_fake: 0.747 (epoch: 24, iters: 1600, time: 0.442) G_GAN: 1.058 G_GAN_Feat: 9.636 G_VGG: 4.621 F_Flow: 108.135 F_Warp: 1.585 W: 3.689 D_real: 0.729 D_fake: 1.060 (epoch: 24, iters: 1800, time: 0.444) G_GAN: 2.132 G_GAN_Feat: 9.462 G_VGG: 4.367 F_Flow: 99.779 F_Warp: 1.419 W: 3.261 D_real: 1.469 D_fake: 0.303 (epoch: 24, iters: 2000, time: 0.445) G_GAN: 1.770 G_GAN_Feat: 9.733 G_VGG: 4.296 F_Flow: 99.070 F_Warp: 1.453 W: 3.310 D_real: 1.380 D_fake: 0.289 saving the latest model (epoch 24, total_steps 232000) (epoch: 24, iters: 2200, time: 0.450) G_GAN: 1.401 G_GAN_Feat: 9.345 G_VGG: 4.433 F_Flow: 134.517 F_Warp: 1.657 W: 3.573 D_real: 0.959 D_fake: 1.019 (epoch: 24, iters: 2400, time: 0.455) G_GAN: 1.498 G_GAN_Feat: 9.309 G_VGG: 4.479 F_Flow: 105.090 F_Warp: 1.642 W: 3.491 D_real: 0.936 D_fake: 0.857 (epoch: 24, iters: 2600, time: 0.445) G_GAN: 0.946 G_GAN_Feat: 9.854 G_VGG: 4.352 F_Flow: 101.290 F_Warp: 1.863 W: 3.763 D_real: 0.419 D_fake: 1.307 (epoch: 24, iters: 2800, time: 0.444) G_GAN: 1.471 G_GAN_Feat: 9.353 G_VGG: 4.352 F_Flow: 141.477 F_Warp: 1.801 W: 3.841 D_real: 1.041 D_fake: 0.753 (epoch: 24, iters: 3000, time: 0.442) G_GAN: 1.087 G_GAN_Feat: 9.971 G_VGG: 4.329 F_Flow: 116.098 F_Warp: 1.758 W: 3.462 D_real: 0.482 D_fake: 1.449 saving the latest model (epoch 24, total_steps 233000) (epoch: 24, iters: 3200, time: 0.454) G_GAN: 1.894 G_GAN_Feat: 10.620 G_VGG: 4.664 F_Flow: 116.905 F_Warp: 1.842 W: 4.088 D_real: 1.196 D_fake: 0.354 (epoch: 24, iters: 3400, time: 0.445) G_GAN: 1.188 G_GAN_Feat: 9.607 G_VGG: 4.297 F_Flow: 116.825 F_Warp: 1.542 W: 3.641 D_real: 0.614 D_fake: 0.732 (epoch: 24, iters: 3600, time: 0.454) G_GAN: 1.213 G_GAN_Feat: 9.947 G_VGG: 4.545 F_Flow: 129.001 F_Warp: 1.647 W: 3.590 D_real: 0.563 D_fake: 1.084 (epoch: 24, iters: 3800, time: 0.450) G_GAN: 1.750 G_GAN_Feat: 10.269 G_VGG: 4.531 F_Flow: 108.652 F_Warp: 1.790 W: 4.018 D_real: 0.945 D_fake: 0.469 (epoch: 24, iters: 4000, time: 0.452) G_GAN: 1.844 G_GAN_Feat: 10.635 G_VGG: 4.909 F_Flow: 99.975 F_Warp: 1.682 W: 3.672 D_real: 1.178 D_fake: 0.485 saving the latest model (epoch 24, total_steps 234000) (epoch: 24, iters: 4200, time: 0.447) G_GAN: 1.950 G_GAN_Feat: 9.786 G_VGG: 4.324 F_Flow: 111.079 F_Warp: 1.729 W: 3.656 D_real: 1.109 D_fake: 0.499 (epoch: 24, iters: 4400, time: 0.443) G_GAN: 2.651 G_GAN_Feat: 10.179 G_VGG: 4.599 F_Flow: 84.951 F_Warp: 1.772 W: 3.897 D_real: 1.700 D_fake: 0.236 (epoch: 24, iters: 4600, time: 0.453) G_GAN: 1.942 G_GAN_Feat: 10.000 G_VGG: 4.430 F_Flow: 109.769 F_Warp: 1.641 W: 3.807 D_real: 1.318 D_fake: 0.431 (epoch: 24, iters: 4800, time: 0.444) G_GAN: 1.101 G_GAN_Feat: 11.572 G_VGG: 5.443 F_Flow: 112.317 F_Warp: 2.421 W: 4.593 D_real: 0.179 D_fake: 1.366 (epoch: 24, iters: 5000, time: 0.447) G_GAN: 0.823 G_GAN_Feat: 10.860 G_VGG: 4.495 F_Flow: 136.715 F_Warp: 2.181 W: 4.478 D_real: 0.348 D_fake: 1.404 saving the latest model (epoch 24, total_steps 235000) (epoch: 24, iters: 5200, time: 0.444) G_GAN: 1.497 G_GAN_Feat: 10.758 G_VGG: 4.832 F_Flow: 106.597 F_Warp: 1.705 W: 3.894 D_real: 0.722 D_fake: 0.791 (epoch: 24, iters: 5400, time: 0.446) G_GAN: 1.544 G_GAN_Feat: 8.971 G_VGG: 3.939 F_Flow: 89.152 F_Warp: 1.512 W: 3.337 D_real: 0.992 D_fake: 0.771 (epoch: 24, iters: 5600, time: 0.444) G_GAN: 1.908 G_GAN_Feat: 10.738 G_VGG: 4.587 F_Flow: 115.928 F_Warp: 1.780 W: 3.869 D_real: 1.039 D_fake: 0.424 (epoch: 24, iters: 5800, time: 0.442) G_GAN: 2.168 G_GAN_Feat: 9.942 G_VGG: 4.498 F_Flow: 108.910 F_Warp: 1.781 W: 3.770 D_real: 1.437 D_fake: 0.236 (epoch: 24, iters: 6000, time: 0.446) G_GAN: 1.211 G_GAN_Feat: 9.709 G_VGG: 3.860 F_Flow: 113.914 F_Warp: 1.536 W: 3.345 D_real: 0.467 D_fake: 1.307 saving the latest model (epoch 24, total_steps 236000) (epoch: 24, iters: 6200, time: 0.441) G_GAN: 2.021 G_GAN_Feat: 9.169 G_VGG: 4.217 F_Flow: 121.214 F_Warp: 1.680 W: 3.556 D_real: 1.411 D_fake: 0.389 (epoch: 24, iters: 6400, time: 0.445) G_GAN: 1.033 G_GAN_Feat: 9.515 G_VGG: 4.533 F_Flow: 116.084 F_Warp: 1.649 W: 3.671 D_real: 0.671 D_fake: 1.162 (epoch: 24, iters: 6600, time: 0.445) G_GAN: 2.230 G_GAN_Feat: 9.171 G_VGG: 4.304 F_Flow: 93.742 F_Warp: 1.399 W: 3.158 D_real: 1.774 D_fake: 0.123 (epoch: 24, iters: 6800, time: 0.440) G_GAN: 1.967 G_GAN_Feat: 10.843 G_VGG: 5.052 F_Flow: 118.412 F_Warp: 2.013 W: 4.072 D_real: 0.902 D_fake: 0.589 (epoch: 24, iters: 7000, time: 0.445) G_GAN: 1.987 G_GAN_Feat: 10.560 G_VGG: 4.885 F_Flow: 144.893 F_Warp: 2.149 W: 4.638 D_real: 1.244 D_fake: 0.373 saving the latest model (epoch 24, total_steps 237000) (epoch: 24, iters: 7200, time: 0.450) G_GAN: 0.846 G_GAN_Feat: 10.476 G_VGG: 4.936 F_Flow: 135.567 F_Warp: 2.511 W: 4.631 D_real: 0.193 D_fake: 1.346 (epoch: 24, iters: 7400, time: 0.445) G_GAN: 1.136 G_GAN_Feat: 9.214 G_VGG: 4.185 F_Flow: 129.704 F_Warp: 1.282 W: 2.997 D_real: 0.729 D_fake: 0.935 (epoch: 24, iters: 7600, time: 0.446) G_GAN: 2.011 G_GAN_Feat: 11.306 G_VGG: 4.837 F_Flow: 89.111 F_Warp: 2.126 W: 4.476 D_real: 0.996 D_fake: 0.354 (epoch: 24, iters: 7800, time: 0.445) G_GAN: 1.668 G_GAN_Feat: 9.908 G_VGG: 4.486 F_Flow: 115.612 F_Warp: 1.949 W: 3.966 D_real: 0.876 D_fake: 0.815 (epoch: 24, iters: 8000, time: 0.444) G_GAN: 1.248 G_GAN_Feat: 9.551 G_VGG: 4.490 F_Flow: 112.193 F_Warp: 1.603 W: 3.665 D_real: 0.888 D_fake: 0.927 saving the latest model (epoch 24, total_steps 238000) (epoch: 24, iters: 8200, time: 0.441) G_GAN: 1.704 G_GAN_Feat: 9.242 G_VGG: 4.437 F_Flow: 100.872 F_Warp: 1.445 W: 3.430 D_real: 1.339 D_fake: 0.666 (epoch: 24, iters: 8400, time: 0.442) G_GAN: 1.237 G_GAN_Feat: 9.378 G_VGG: 4.212 F_Flow: 104.341 F_Warp: 1.444 W: 3.203 D_real: 0.595 D_fake: 1.083 (epoch: 24, iters: 8600, time: 0.440) G_GAN: 1.914 G_GAN_Feat: 9.332 G_VGG: 4.136 F_Flow: 93.250 F_Warp: 1.502 W: 3.330 D_real: 1.282 D_fake: 0.564 (epoch: 24, iters: 8800, time: 0.441) G_GAN: 1.598 G_GAN_Feat: 9.903 G_VGG: 4.789 F_Flow: 89.693 F_Warp: 2.035 W: 4.078 D_real: 0.601 D_fake: 0.855 (epoch: 24, iters: 9000, time: 0.439) G_GAN: 1.479 G_GAN_Feat: 9.356 G_VGG: 4.256 F_Flow: 117.368 F_Warp: 1.669 W: 3.575 D_real: 0.921 D_fake: 0.679 saving the latest model (epoch 24, total_steps 239000) (epoch: 24, iters: 9200, time: 0.440) G_GAN: 0.894 G_GAN_Feat: 8.502 G_VGG: 4.142 F_Flow: 112.763 F_Warp: 1.156 W: 2.730 D_real: 0.629 D_fake: 1.020 (epoch: 24, iters: 9400, time: 0.438) G_GAN: 1.740 G_GAN_Feat: 10.028 G_VGG: 4.454 F_Flow: 104.199 F_Warp: 1.781 W: 3.722 D_real: 1.077 D_fake: 0.652 (epoch: 24, iters: 9600, time: 0.443) G_GAN: 1.281 G_GAN_Feat: 10.445 G_VGG: 4.510 F_Flow: 122.279 F_Warp: 1.787 W: 3.804 D_real: 0.508 D_fake: 1.095 (epoch: 24, iters: 9800, time: 0.440) G_GAN: 2.593 G_GAN_Feat: 8.722 G_VGG: 4.062 F_Flow: 115.053 F_Warp: 1.340 W: 3.199 D_real: 1.930 D_fake: 0.091 (epoch: 24, iters: 10000, time: 0.440) G_GAN: 1.364 G_GAN_Feat: 10.087 G_VGG: 4.258 F_Flow: 93.512 F_Warp: 1.726 W: 3.924 D_real: 0.828 D_fake: 0.796 saving the latest model (epoch 24, total_steps 240000) End of epoch 24 / 100 Time Taken: 4637 sec (epoch: 25, iters: 200, time: 0.458) G_GAN: 2.130 G_GAN_Feat: 9.999 G_VGG: 4.269 F_Flow: 123.940 F_Warp: 1.723 W: 3.848 D_real: 0.938 D_fake: 0.571 (epoch: 25, iters: 400, time: 0.454) G_GAN: 0.833 G_GAN_Feat: 8.816 G_VGG: 4.255 F_Flow: 112.782 F_Warp: 1.507 W: 3.394 D_real: 0.266 D_fake: 1.550 (epoch: 25, iters: 600, time: 0.455) G_GAN: 2.116 G_GAN_Feat: 10.098 G_VGG: 4.971 F_Flow: 150.304 F_Warp: 2.044 W: 4.324 D_real: 1.269 D_fake: 0.342 (epoch: 25, iters: 800, time: 0.450) G_GAN: 0.559 G_GAN_Feat: 9.589 G_VGG: 4.043 F_Flow: 106.788 F_Warp: 1.475 W: 3.336 D_real: 0.186 D_fake: 1.605 (epoch: 25, iters: 1000, time: 0.454) G_GAN: 0.920 G_GAN_Feat: 10.730 G_VGG: 4.961 F_Flow: 126.589 F_Warp: 2.033 W: 4.357 D_real: 0.368 D_fake: 1.151 saving the latest model (epoch 25, total_steps 241000) (epoch: 25, iters: 1200, time: 0.456) G_GAN: 1.406 G_GAN_Feat: 8.678 G_VGG: 4.026 F_Flow: 97.306 F_Warp: 1.440 W: 3.077 D_real: 0.824 D_fake: 0.938 (epoch: 25, iters: 1400, time: 0.450) G_GAN: 2.020 G_GAN_Feat: 9.047 G_VGG: 4.093 F_Flow: 109.117 F_Warp: 1.594 W: 3.482 D_real: 1.119 D_fake: 0.708 (epoch: 25, iters: 1600, time: 0.453) G_GAN: 0.630 G_GAN_Feat: 9.681 G_VGG: 4.124 F_Flow: 106.005 F_Warp: 1.783 W: 3.771 D_real: 0.167 D_fake: 1.642 (epoch: 25, iters: 1800, time: 0.451) G_GAN: 1.300 G_GAN_Feat: 11.072 G_VGG: 4.967 F_Flow: 149.537 F_Warp: 2.467 W: 4.584 D_real: 0.680 D_fake: 0.898 (epoch: 25, iters: 2000, time: 0.454) G_GAN: 1.917 G_GAN_Feat: 10.438 G_VGG: 4.223 F_Flow: 133.942 F_Warp: 2.047 W: 4.382 D_real: 1.184 D_fake: 0.258 saving the latest model (epoch 25, total_steps 242000) (epoch: 25, iters: 2200, time: 0.451) G_GAN: 1.418 G_GAN_Feat: 9.360 G_VGG: 4.291 F_Flow: 108.724 F_Warp: 1.514 W: 3.440 D_real: 0.843 D_fake: 0.812 (epoch: 25, iters: 2400, time: 0.447) G_GAN: 1.108 G_GAN_Feat: 10.294 G_VGG: 4.240 F_Flow: 97.328 F_Warp: 1.660 W: 3.721 D_real: 0.707 D_fake: 0.831 (epoch: 25, iters: 2600, time: 0.451) G_GAN: 2.582 G_GAN_Feat: 9.412 G_VGG: 4.393 F_Flow: 129.008 F_Warp: 1.939 W: 3.749 D_real: 1.851 D_fake: 0.166 (epoch: 25, iters: 2800, time: 0.453) G_GAN: 0.574 G_GAN_Feat: 10.098 G_VGG: 4.607 F_Flow: 103.055 F_Warp: 1.860 W: 3.747 D_real: 0.179 D_fake: 1.685 (epoch: 25, iters: 3000, time: 0.449) G_GAN: 1.388 G_GAN_Feat: 9.889 G_VGG: 4.124 F_Flow: 93.809 F_Warp: 1.650 W: 3.683 D_real: 0.830 D_fake: 1.017 saving the latest model (epoch 25, total_steps 243000) (epoch: 25, iters: 3200, time: 0.453) G_GAN: 0.958 G_GAN_Feat: 10.352 G_VGG: 4.521 F_Flow: 128.991 F_Warp: 1.891 W: 3.863 D_real: 0.361 D_fake: 1.215 (epoch: 25, iters: 3400, time: 0.451) G_GAN: 1.920 G_GAN_Feat: 9.050 G_VGG: 4.367 F_Flow: 95.356 F_Warp: 1.554 W: 3.366 D_real: 1.386 D_fake: 0.326 (epoch: 25, iters: 3600, time: 0.454) G_GAN: 1.308 G_GAN_Feat: 10.864 G_VGG: 4.948 F_Flow: 91.186 F_Warp: 1.909 W: 4.111 D_real: 0.673 D_fake: 0.869 (epoch: 25, iters: 3800, time: 0.451) G_GAN: 1.903 G_GAN_Feat: 10.724 G_VGG: 4.832 F_Flow: 84.749 F_Warp: 1.899 W: 4.180 D_real: 0.929 D_fake: 0.572 (epoch: 25, iters: 4000, time: 0.452) G_GAN: 1.951 G_GAN_Feat: 10.921 G_VGG: 4.676 F_Flow: 118.886 F_Warp: 2.142 W: 4.465 D_real: 0.700 D_fake: 0.595 saving the latest model (epoch 25, total_steps 244000) (epoch: 25, iters: 4200, time: 0.450) G_GAN: 1.995 G_GAN_Feat: 9.784 G_VGG: 4.198 F_Flow: 94.608 F_Warp: 1.881 W: 3.995 D_real: 1.210 D_fake: 0.578 (epoch: 25, iters: 4400, time: 0.456) G_GAN: 1.557 G_GAN_Feat: 8.935 G_VGG: 3.887 F_Flow: 104.021 F_Warp: 1.503 W: 3.382 D_real: 1.140 D_fake: 0.701 (epoch: 25, iters: 4600, time: 0.454) G_GAN: 0.508 G_GAN_Feat: 8.939 G_VGG: 4.184 F_Flow: 92.744 F_Warp: 1.271 W: 3.017 D_real: 0.162 D_fake: 1.678 (epoch: 25, iters: 4800, time: 0.452) G_GAN: 1.303 G_GAN_Feat: 9.876 G_VGG: 4.649 F_Flow: 158.070 F_Warp: 1.809 W: 3.865 D_real: 0.571 D_fake: 0.712 (epoch: 25, iters: 5000, time: 0.451) G_GAN: 1.190 G_GAN_Feat: 9.895 G_VGG: 4.685 F_Flow: 93.445 F_Warp: 1.638 W: 3.689 D_real: 0.485 D_fake: 1.019 saving the latest model (epoch 25, total_steps 245000) (epoch: 25, iters: 5200, time: 0.456) G_GAN: 1.552 G_GAN_Feat: 9.844 G_VGG: 4.476 F_Flow: 103.755 F_Warp: 1.682 W: 3.677 D_real: 0.767 D_fake: 0.733 (epoch: 25, iters: 5400, time: 0.454) G_GAN: 1.843 G_GAN_Feat: 9.367 G_VGG: 4.261 F_Flow: 106.480 F_Warp: 1.568 W: 3.510 D_real: 1.504 D_fake: 0.344 (epoch: 25, iters: 5600, time: 0.451) G_GAN: 1.722 G_GAN_Feat: 9.860 G_VGG: 4.401 F_Flow: 141.512 F_Warp: 1.813 W: 3.879 D_real: 0.977 D_fake: 0.662 (epoch: 25, iters: 5800, time: 0.452) G_GAN: 1.882 G_GAN_Feat: 10.051 G_VGG: 4.528 F_Flow: 97.340 F_Warp: 1.777 W: 3.966 D_real: 1.246 D_fake: 0.819 (epoch: 25, iters: 6000, time: 0.456) G_GAN: 0.928 G_GAN_Feat: 9.217 G_VGG: 4.217 F_Flow: 105.677 F_Warp: 1.711 W: 3.480 D_real: 0.587 D_fake: 1.117 saving the latest model (epoch 25, total_steps 246000) (epoch: 25, iters: 6200, time: 0.451) G_GAN: 1.501 G_GAN_Feat: 10.895 G_VGG: 4.495 F_Flow: 118.751 F_Warp: 1.829 W: 4.107 D_real: 0.816 D_fake: 0.603 (epoch: 25, iters: 6400, time: 0.452) G_GAN: 1.650 G_GAN_Feat: 9.159 G_VGG: 3.983 F_Flow: 94.969 F_Warp: 1.537 W: 3.567 D_real: 1.325 D_fake: 0.571 (epoch: 25, iters: 6600, time: 0.452) G_GAN: 1.691 G_GAN_Feat: 10.897 G_VGG: 5.022 F_Flow: 109.873 F_Warp: 2.219 W: 4.465 D_real: 1.011 D_fake: 0.696 (epoch: 25, iters: 6800, time: 0.449) G_GAN: 1.047 G_GAN_Feat: 9.458 G_VGG: 4.155 F_Flow: 106.561 F_Warp: 1.522 W: 3.313 D_real: 0.525 D_fake: 1.288 (epoch: 25, iters: 7000, time: 0.449) G_GAN: 2.004 G_GAN_Feat: 9.838 G_VGG: 4.286 F_Flow: 125.242 F_Warp: 1.674 W: 3.546 D_real: 1.490 D_fake: 0.308 saving the latest model (epoch 25, total_steps 247000) (epoch: 25, iters: 7200, time: 0.454) G_GAN: 0.554 G_GAN_Feat: 9.089 G_VGG: 4.091 F_Flow: 95.078 F_Warp: 1.395 W: 3.167 D_real: 0.389 D_fake: 1.301 (epoch: 25, iters: 7400, time: 0.452) G_GAN: 1.525 G_GAN_Feat: 10.321 G_VGG: 4.708 F_Flow: 131.986 F_Warp: 2.026 W: 4.038 D_real: 0.791 D_fake: 0.705 (epoch: 25, iters: 7600, time: 0.449) G_GAN: 1.267 G_GAN_Feat: 9.046 G_VGG: 4.427 F_Flow: 113.910 F_Warp: 1.975 W: 3.840 D_real: 0.725 D_fake: 1.017 (epoch: 25, iters: 7800, time: 0.449) G_GAN: 1.432 G_GAN_Feat: 10.273 G_VGG: 4.439 F_Flow: 114.858 F_Warp: 1.759 W: 3.620 D_real: 0.612 D_fake: 0.869 (epoch: 25, iters: 8000, time: 0.449) G_GAN: 2.182 G_GAN_Feat: 9.199 G_VGG: 4.044 F_Flow: 113.307 F_Warp: 1.344 W: 3.117 D_real: 1.774 D_fake: 0.242 saving the latest model (epoch 25, total_steps 248000) (epoch: 25, iters: 8200, time: 0.451) G_GAN: 2.589 G_GAN_Feat: 11.882 G_VGG: 5.040 F_Flow: 93.801 F_Warp: 2.600 W: 4.628 D_real: 0.881 D_fake: 0.180 (epoch: 25, iters: 8400, time: 0.449) G_GAN: 1.801 G_GAN_Feat: 11.382 G_VGG: 4.865 F_Flow: 118.050 F_Warp: 2.311 W: 4.458 D_real: 0.564 D_fake: 0.663 (epoch: 25, iters: 8600, time: 0.450) G_GAN: 1.778 G_GAN_Feat: 9.208 G_VGG: 4.397 F_Flow: 125.354 F_Warp: 1.730 W: 3.712 D_real: 1.255 D_fake: 0.557 (epoch: 25, iters: 8800, time: 0.451) G_GAN: 1.623 G_GAN_Feat: 8.946 G_VGG: 4.055 F_Flow: 92.992 F_Warp: 1.438 W: 3.194 D_real: 0.790 D_fake: 0.738 (epoch: 25, iters: 9000, time: 0.453) G_GAN: 1.262 G_GAN_Feat: 10.421 G_VGG: 4.685 F_Flow: 116.902 F_Warp: 2.029 W: 4.188 D_real: 0.724 D_fake: 0.869 saving the latest model (epoch 25, total_steps 249000) (epoch: 25, iters: 9200, time: 0.453) G_GAN: 0.923 G_GAN_Feat: 9.317 G_VGG: 4.303 F_Flow: 100.348 F_Warp: 1.808 W: 3.779 D_real: 0.440 D_fake: 1.286 (epoch: 25, iters: 9400, time: 0.452) G_GAN: 0.871 G_GAN_Feat: 10.166 G_VGG: 4.267 F_Flow: 101.560 F_Warp: 1.541 W: 3.460 D_real: 0.434 D_fake: 1.165 (epoch: 25, iters: 9600, time: 0.454) G_GAN: 1.234 G_GAN_Feat: 9.113 G_VGG: 4.258 F_Flow: 91.676 F_Warp: 1.463 W: 3.358 D_real: 0.594 D_fake: 1.066 (epoch: 25, iters: 9800, time: 0.454) G_GAN: 2.322 G_GAN_Feat: 10.076 G_VGG: 4.345 F_Flow: 125.107 F_Warp: 1.848 W: 3.860 D_real: 1.243 D_fake: 0.297 (epoch: 25, iters: 10000, time: 0.438) G_GAN: 0.748 G_GAN_Feat: 9.026 G_VGG: 3.822 F_Flow: 143.586 F_Warp: 1.607 W: 3.458 D_real: 0.554 D_fake: 1.376 saving the latest model (epoch 25, total_steps 250000) End of epoch 25 / 100 Time Taken: 4718 sec saving the model at the end of epoch 25, iters 250000 (epoch: 26, iters: 200, time: 0.458) G_GAN: 1.831 G_GAN_Feat: 9.150 G_VGG: 4.032 F_Flow: 133.272 F_Warp: 1.565 W: 3.286 D_real: 1.189 D_fake: 0.461 (epoch: 26, iters: 400, time: 0.452) G_GAN: 0.816 G_GAN_Feat: 8.909 G_VGG: 4.065 F_Flow: 104.462 F_Warp: 1.198 W: 2.827 D_real: 0.400 D_fake: 1.372 (epoch: 26, iters: 600, time: 0.451) G_GAN: 0.975 G_GAN_Feat: 10.445 G_VGG: 4.494 F_Flow: 109.629 F_Warp: 1.813 W: 3.966 D_real: 0.569 D_fake: 1.118 (epoch: 26, iters: 800, time: 0.452) G_GAN: 1.998 G_GAN_Feat: 9.850 G_VGG: 4.346 F_Flow: 101.779 F_Warp: 1.648 W: 3.753 D_real: 1.251 D_fake: 0.445 (epoch: 26, iters: 1000, time: 0.457) G_GAN: 1.598 G_GAN_Feat: 9.676 G_VGG: 4.372 F_Flow: 105.919 F_Warp: 1.582 W: 3.434 D_real: 0.940 D_fake: 0.571 saving the latest model (epoch 26, total_steps 251000) (epoch: 26, iters: 1200, time: 0.456) G_GAN: 2.115 G_GAN_Feat: 9.651 G_VGG: 4.310 F_Flow: 128.864 F_Warp: 1.686 W: 3.690 D_real: 1.394 D_fake: 0.393 (epoch: 26, iters: 1400, time: 0.457) G_GAN: 1.575 G_GAN_Feat: 9.205 G_VGG: 4.298 F_Flow: 124.369 F_Warp: 1.611 W: 3.546 D_real: 1.161 D_fake: 0.477 (epoch: 26, iters: 1600, time: 0.452) G_GAN: 2.377 G_GAN_Feat: 9.669 G_VGG: 4.546 F_Flow: 110.287 F_Warp: 2.020 W: 3.908 D_real: 1.135 D_fake: 0.372 (epoch: 26, iters: 1800, time: 0.452) G_GAN: 0.626 G_GAN_Feat: 10.522 G_VGG: 4.715 F_Flow: 99.766 F_Warp: 2.036 W: 4.037 D_real: 0.160 D_fake: 1.643 (epoch: 26, iters: 2000, time: 0.455) G_GAN: 1.263 G_GAN_Feat: 9.205 G_VGG: 4.102 F_Flow: 108.636 F_Warp: 1.508 W: 3.235 D_real: 0.869 D_fake: 1.042 saving the latest model (epoch 26, total_steps 252000) (epoch: 26, iters: 2200, time: 0.453) G_GAN: 2.175 G_GAN_Feat: 9.796 G_VGG: 4.581 F_Flow: 80.260 F_Warp: 1.798 W: 3.667 D_real: 1.066 D_fake: 0.249 (epoch: 26, iters: 2400, time: 0.455) G_GAN: 1.806 G_GAN_Feat: 9.329 G_VGG: 4.525 F_Flow: 98.735 F_Warp: 1.627 W: 3.435 D_real: 1.084 D_fake: 0.636 (epoch: 26, iters: 2600, time: 0.450) G_GAN: 1.745 G_GAN_Feat: 8.642 G_VGG: 3.717 F_Flow: 125.330 F_Warp: 1.361 W: 3.116 D_real: 1.403 D_fake: 0.388 (epoch: 26, iters: 2800, time: 0.453) G_GAN: 1.423 G_GAN_Feat: 9.947 G_VGG: 4.699 F_Flow: 103.711 F_Warp: 1.626 W: 3.604 D_real: 0.942 D_fake: 0.794 (epoch: 26, iters: 3000, time: 0.454) G_GAN: 1.433 G_GAN_Feat: 10.236 G_VGG: 4.147 F_Flow: 114.146 F_Warp: 1.744 W: 3.839 D_real: 0.843 D_fake: 0.949 saving the latest model (epoch 26, total_steps 253000) (epoch: 26, iters: 3200, time: 0.455) G_GAN: 1.541 G_GAN_Feat: 10.108 G_VGG: 4.368 F_Flow: 116.319 F_Warp: 1.449 W: 3.566 D_real: 0.810 D_fake: 0.712 (epoch: 26, iters: 3400, time: 0.453) G_GAN: 1.045 G_GAN_Feat: 10.184 G_VGG: 4.738 F_Flow: 106.012 F_Warp: 1.775 W: 3.901 D_real: 0.603 D_fake: 1.148 (epoch: 26, iters: 3600, time: 0.457) G_GAN: 1.629 G_GAN_Feat: 9.397 G_VGG: 4.025 F_Flow: 97.935 F_Warp: 1.539 W: 3.408 D_real: 0.912 D_fake: 0.691 (epoch: 26, iters: 3800, time: 0.459) G_GAN: 1.406 G_GAN_Feat: 10.582 G_VGG: 4.722 F_Flow: 111.485 F_Warp: 2.083 W: 4.450 D_real: 0.800 D_fake: 0.842 (epoch: 26, iters: 4000, time: 0.454) G_GAN: 1.357 G_GAN_Feat: 11.187 G_VGG: 4.317 F_Flow: 127.766 F_Warp: 1.797 W: 3.783 D_real: 0.572 D_fake: 1.152 saving the latest model (epoch 26, total_steps 254000) (epoch: 26, iters: 4200, time: 0.452) G_GAN: 1.139 G_GAN_Feat: 11.502 G_VGG: 5.111 F_Flow: 97.767 F_Warp: 2.455 W: 4.745 D_real: 0.239 D_fake: 1.309 (epoch: 26, iters: 4400, time: 0.461) G_GAN: 1.424 G_GAN_Feat: 10.454 G_VGG: 4.844 F_Flow: 112.026 F_Warp: 2.053 W: 4.223 D_real: 0.464 D_fake: 1.148 (epoch: 26, iters: 4600, time: 0.455) G_GAN: 1.733 G_GAN_Feat: 9.088 G_VGG: 4.418 F_Flow: 119.672 F_Warp: 1.473 W: 3.130 D_real: 0.861 D_fake: 0.670 (epoch: 26, iters: 4800, time: 0.454) G_GAN: 2.275 G_GAN_Feat: 8.797 G_VGG: 4.110 F_Flow: 109.796 F_Warp: 1.538 W: 3.327 D_real: 1.221 D_fake: 0.353 (epoch: 26, iters: 5000, time: 0.456) G_GAN: 1.857 G_GAN_Feat: 10.232 G_VGG: 4.798 F_Flow: 102.952 F_Warp: 1.793 W: 3.919 D_real: 0.958 D_fake: 0.501 saving the latest model (epoch 26, total_steps 255000) (epoch: 26, iters: 5200, time: 0.451) G_GAN: 1.534 G_GAN_Feat: 10.816 G_VGG: 4.786 F_Flow: 100.186 F_Warp: 1.842 W: 4.084 D_real: 0.897 D_fake: 0.796 (epoch: 26, iters: 5400, time: 0.456) G_GAN: 1.799 G_GAN_Feat: 9.523 G_VGG: 4.255 F_Flow: 151.805 F_Warp: 1.833 W: 3.927 D_real: 1.174 D_fake: 0.431 (epoch: 26, iters: 5600, time: 0.453) G_GAN: 2.362 G_GAN_Feat: 10.118 G_VGG: 4.514 F_Flow: 106.748 F_Warp: 1.749 W: 3.901 D_real: 1.809 D_fake: 0.202 (epoch: 26, iters: 5800, time: 0.457) G_GAN: 1.479 G_GAN_Feat: 9.169 G_VGG: 4.227 F_Flow: 153.399 F_Warp: 1.541 W: 3.654 D_real: 0.843 D_fake: 0.823 (epoch: 26, iters: 6000, time: 0.453) G_GAN: 0.699 G_GAN_Feat: 9.151 G_VGG: 3.712 F_Flow: 101.581 F_Warp: 1.315 W: 2.971 D_real: 0.449 D_fake: 1.243 saving the latest model (epoch 26, total_steps 256000) (epoch: 26, iters: 6200, time: 0.456) G_GAN: 1.191 G_GAN_Feat: 9.572 G_VGG: 4.268 F_Flow: 104.869 F_Warp: 1.566 W: 3.308 D_real: 0.494 D_fake: 0.991 (epoch: 26, iters: 6400, time: 0.458) G_GAN: 1.358 G_GAN_Feat: 10.033 G_VGG: 4.587 F_Flow: 97.612 F_Warp: 1.741 W: 3.853 D_real: 0.749 D_fake: 0.889 (epoch: 26, iters: 6600, time: 0.452) G_GAN: 1.098 G_GAN_Feat: 8.466 G_VGG: 4.106 F_Flow: 100.031 F_Warp: 1.442 W: 3.299 D_real: 0.731 D_fake: 1.060 (epoch: 26, iters: 6800, time: 0.456) G_GAN: 0.961 G_GAN_Feat: 9.488 G_VGG: 4.488 F_Flow: 141.017 F_Warp: 1.787 W: 3.388 D_real: 0.457 D_fake: 1.226 (epoch: 26, iters: 7000, time: 0.455) G_GAN: 1.012 G_GAN_Feat: 10.753 G_VGG: 4.522 F_Flow: 105.024 F_Warp: 1.951 W: 4.109 D_real: 0.572 D_fake: 0.957 saving the latest model (epoch 26, total_steps 257000) (epoch: 26, iters: 7200, time: 0.448) G_GAN: 1.351 G_GAN_Feat: 10.729 G_VGG: 5.034 F_Flow: 96.039 F_Warp: 1.711 W: 3.792 D_real: 0.286 D_fake: 1.222 (epoch: 26, iters: 7400, time: 0.448) G_GAN: 1.336 G_GAN_Feat: 10.062 G_VGG: 4.923 F_Flow: 101.630 F_Warp: 2.149 W: 4.197 D_real: 0.584 D_fake: 0.916 (epoch: 26, iters: 7600, time: 0.451) G_GAN: 2.095 G_GAN_Feat: 9.212 G_VGG: 4.250 F_Flow: 123.114 F_Warp: 1.644 W: 3.581 D_real: 1.655 D_fake: 0.364 (epoch: 26, iters: 7800, time: 0.452) G_GAN: 1.603 G_GAN_Feat: 10.046 G_VGG: 4.213 F_Flow: 118.465 F_Warp: 1.633 W: 3.716 D_real: 1.207 D_fake: 0.576 (epoch: 26, iters: 8000, time: 0.452) G_GAN: 1.626 G_GAN_Feat: 10.136 G_VGG: 4.363 F_Flow: 110.933 F_Warp: 1.873 W: 4.064 D_real: 1.149 D_fake: 0.547 saving the latest model (epoch 26, total_steps 258000) (epoch: 26, iters: 8200, time: 0.449) G_GAN: 1.293 G_GAN_Feat: 10.393 G_VGG: 4.337 F_Flow: 125.962 F_Warp: 1.976 W: 4.021 D_real: 0.787 D_fake: 1.000 (epoch: 26, iters: 8400, time: 0.453) G_GAN: 1.682 G_GAN_Feat: 10.884 G_VGG: 5.117 F_Flow: 98.485 F_Warp: 1.865 W: 3.959 D_real: 0.623 D_fake: 0.665 (epoch: 26, iters: 8600, time: 0.450) G_GAN: 0.870 G_GAN_Feat: 9.428 G_VGG: 4.480 F_Flow: 102.299 F_Warp: 1.686 W: 3.421 D_real: 0.314 D_fake: 1.352 (epoch: 26, iters: 8800, time: 0.452) G_GAN: 0.629 G_GAN_Feat: 9.785 G_VGG: 4.936 F_Flow: 107.287 F_Warp: 1.965 W: 4.043 D_real: 0.295 D_fake: 1.498 (epoch: 26, iters: 9000, time: 0.450) G_GAN: 1.441 G_GAN_Feat: 9.402 G_VGG: 4.066 F_Flow: 110.758 F_Warp: 1.601 W: 3.475 D_real: 0.986 D_fake: 0.756 saving the latest model (epoch 26, total_steps 259000) (epoch: 26, iters: 9200, time: 0.450) G_GAN: 2.515 G_GAN_Feat: 8.963 G_VGG: 4.049 F_Flow: 92.466 F_Warp: 1.587 W: 3.534 D_real: 1.904 D_fake: 0.065 (epoch: 26, iters: 9400, time: 0.453) G_GAN: 1.678 G_GAN_Feat: 8.766 G_VGG: 4.237 F_Flow: 107.782 F_Warp: 1.458 W: 3.401 D_real: 0.907 D_fake: 0.503 (epoch: 26, iters: 9600, time: 0.455) G_GAN: 0.965 G_GAN_Feat: 10.429 G_VGG: 4.554 F_Flow: 136.898 F_Warp: 1.737 W: 3.719 D_real: 0.437 D_fake: 1.243 (epoch: 26, iters: 9800, time: 0.451) G_GAN: 1.884 G_GAN_Feat: 8.762 G_VGG: 4.253 F_Flow: 92.358 F_Warp: 1.246 W: 3.126 D_real: 1.189 D_fake: 0.516 (epoch: 26, iters: 10000, time: 0.454) G_GAN: 1.763 G_GAN_Feat: 10.956 G_VGG: 4.754 F_Flow: 97.601 F_Warp: 2.036 W: 4.035 D_real: 0.829 D_fake: 0.762 saving the latest model (epoch 26, total_steps 260000) End of epoch 26 / 100 Time Taken: 4748 sec (epoch: 27, iters: 200, time: 0.462) G_GAN: 2.254 G_GAN_Feat: 10.560 G_VGG: 4.453 F_Flow: 119.174 F_Warp: 1.693 W: 3.685 D_real: 1.484 D_fake: 0.277 (epoch: 27, iters: 400, time: 0.448) G_GAN: 1.818 G_GAN_Feat: 9.767 G_VGG: 4.073 F_Flow: 71.172 F_Warp: 1.654 W: 3.564 D_real: 1.221 D_fake: 0.427 (epoch: 27, iters: 600, time: 0.451) G_GAN: 1.182 G_GAN_Feat: 10.820 G_VGG: 5.056 F_Flow: 98.488 F_Warp: 1.821 W: 3.928 D_real: 0.271 D_fake: 1.476 (epoch: 27, iters: 800, time: 0.453) G_GAN: 2.281 G_GAN_Feat: 10.135 G_VGG: 4.023 F_Flow: 119.269 F_Warp: 1.817 W: 3.829 D_real: 1.365 D_fake: 0.383 (epoch: 27, iters: 1000, time: 0.450) G_GAN: 1.690 G_GAN_Feat: 9.657 G_VGG: 4.489 F_Flow: 112.149 F_Warp: 1.688 W: 3.782 D_real: 1.095 D_fake: 0.476 saving the latest model (epoch 27, total_steps 261000) (epoch: 27, iters: 1200, time: 0.452) G_GAN: 0.651 G_GAN_Feat: 11.506 G_VGG: 4.848 F_Flow: 142.318 F_Warp: 1.952 W: 4.353 D_real: 0.392 D_fake: 1.531 (epoch: 27, iters: 1400, time: 0.448) G_GAN: 1.141 G_GAN_Feat: 10.187 G_VGG: 4.819 F_Flow: 142.610 F_Warp: 1.859 W: 4.033 D_real: 0.520 D_fake: 1.270 (epoch: 27, iters: 1600, time: 0.458) G_GAN: 2.159 G_GAN_Feat: 10.524 G_VGG: 4.668 F_Flow: 88.104 F_Warp: 1.885 W: 3.792 D_real: 0.967 D_fake: 0.430 (epoch: 27, iters: 1800, time: 0.453) G_GAN: 1.610 G_GAN_Feat: 9.840 G_VGG: 4.441 F_Flow: 92.759 F_Warp: 1.600 W: 3.458 D_real: 1.073 D_fake: 0.681 (epoch: 27, iters: 2000, time: 0.451) G_GAN: 1.363 G_GAN_Feat: 11.212 G_VGG: 4.523 F_Flow: 126.872 F_Warp: 2.088 W: 4.088 D_real: 0.471 D_fake: 1.031 saving the latest model (epoch 27, total_steps 262000) (epoch: 27, iters: 2200, time: 0.453) G_GAN: 1.768 G_GAN_Feat: 9.900 G_VGG: 4.216 F_Flow: 115.008 F_Warp: 1.787 W: 3.750 D_real: 0.903 D_fake: 0.503 (epoch: 27, iters: 2400, time: 0.447) G_GAN: 1.418 G_GAN_Feat: 10.813 G_VGG: 4.378 F_Flow: 107.312 F_Warp: 1.702 W: 3.609 D_real: 0.618 D_fake: 0.860 (epoch: 27, iters: 2600, time: 0.443) G_GAN: 2.137 G_GAN_Feat: 11.141 G_VGG: 5.244 F_Flow: 98.349 F_Warp: 2.015 W: 4.079 D_real: 1.222 D_fake: 0.264 (epoch: 27, iters: 2800, time: 0.444) G_GAN: 1.795 G_GAN_Feat: 11.419 G_VGG: 4.785 F_Flow: 114.872 F_Warp: 2.070 W: 4.173 D_real: 1.031 D_fake: 0.575 (epoch: 27, iters: 3000, time: 0.445) G_GAN: 1.056 G_GAN_Feat: 9.013 G_VGG: 4.524 F_Flow: 128.134 F_Warp: 1.572 W: 3.619 D_real: 0.591 D_fake: 1.122 saving the latest model (epoch 27, total_steps 263000) (epoch: 27, iters: 3200, time: 0.444) G_GAN: 1.460 G_GAN_Feat: 10.177 G_VGG: 4.600 F_Flow: 112.917 F_Warp: 1.904 W: 3.937 D_real: 0.963 D_fake: 0.627 (epoch: 27, iters: 3400, time: 0.442) G_GAN: 1.408 G_GAN_Feat: 10.700 G_VGG: 4.703 F_Flow: 120.339 F_Warp: 1.866 W: 3.787 D_real: 0.630 D_fake: 0.799 (epoch: 27, iters: 3600, time: 0.447) G_GAN: 1.765 G_GAN_Feat: 9.205 G_VGG: 4.067 F_Flow: 120.237 F_Warp: 1.764 W: 3.599 D_real: 1.527 D_fake: 0.238 (epoch: 27, iters: 3800, time: 0.442) G_GAN: 1.617 G_GAN_Feat: 9.403 G_VGG: 4.100 F_Flow: 108.684 F_Warp: 1.555 W: 3.382 D_real: 0.926 D_fake: 0.650 (epoch: 27, iters: 4000, time: 0.441) G_GAN: 1.453 G_GAN_Feat: 10.617 G_VGG: 4.476 F_Flow: 134.789 F_Warp: 2.123 W: 4.457 D_real: 0.891 D_fake: 0.709 saving the latest model (epoch 27, total_steps 264000) (epoch: 27, iters: 4200, time: 0.446) G_GAN: 0.803 G_GAN_Feat: 10.607 G_VGG: 4.807 F_Flow: 82.997 F_Warp: 1.824 W: 3.799 D_real: 0.306 D_fake: 1.397 (epoch: 27, iters: 4400, time: 0.440) G_GAN: 1.999 G_GAN_Feat: 10.135 G_VGG: 4.461 F_Flow: 82.506 F_Warp: 1.868 W: 3.890 D_real: 1.175 D_fake: 0.312 (epoch: 27, iters: 4600, time: 0.440) G_GAN: 1.396 G_GAN_Feat: 10.655 G_VGG: 4.568 F_Flow: 119.104 F_Warp: 2.172 W: 4.166 D_real: 0.711 D_fake: 0.973 (epoch: 27, iters: 4800, time: 0.441) G_GAN: 2.384 G_GAN_Feat: 11.500 G_VGG: 4.835 F_Flow: 93.899 F_Warp: 2.357 W: 4.595 D_real: 1.256 D_fake: 0.119 (epoch: 27, iters: 5000, time: 0.440) G_GAN: 1.328 G_GAN_Feat: 9.224 G_VGG: 4.379 F_Flow: 113.320 F_Warp: 1.572 W: 3.281 D_real: 0.714 D_fake: 0.805 saving the latest model (epoch 27, total_steps 265000) (epoch: 27, iters: 5200, time: 0.438) G_GAN: 1.175 G_GAN_Feat: 10.312 G_VGG: 4.242 F_Flow: 125.137 F_Warp: 1.742 W: 3.473 D_real: 0.490 D_fake: 1.134 (epoch: 27, iters: 5400, time: 0.440) G_GAN: 0.940 G_GAN_Feat: 11.048 G_VGG: 4.748 F_Flow: 119.382 F_Warp: 1.667 W: 3.915 D_real: 0.364 D_fake: 1.204 (epoch: 27, iters: 5600, time: 0.442) G_GAN: 1.624 G_GAN_Feat: 8.993 G_VGG: 4.428 F_Flow: 105.974 F_Warp: 1.503 W: 3.387 D_real: 1.117 D_fake: 0.726 (epoch: 27, iters: 5800, time: 0.439) G_GAN: 2.249 G_GAN_Feat: 9.392 G_VGG: 4.300 F_Flow: 111.866 F_Warp: 1.671 W: 3.754 D_real: 1.394 D_fake: 0.267 (epoch: 27, iters: 6000, time: 0.443) G_GAN: 1.295 G_GAN_Feat: 9.588 G_VGG: 4.515 F_Flow: 101.317 F_Warp: 1.439 W: 3.369 D_real: 0.648 D_fake: 1.000 saving the latest model (epoch 27, total_steps 266000) (epoch: 27, iters: 6200, time: 0.445) G_GAN: 1.559 G_GAN_Feat: 8.987 G_VGG: 4.034 F_Flow: 82.937 F_Warp: 1.422 W: 3.369 D_real: 1.203 D_fake: 0.704 (epoch: 27, iters: 6400, time: 0.441) G_GAN: 0.817 G_GAN_Feat: 10.773 G_VGG: 4.317 F_Flow: 99.571 F_Warp: 1.766 W: 3.993 D_real: 0.292 D_fake: 1.412 (epoch: 27, iters: 6600, time: 0.440) G_GAN: 1.926 G_GAN_Feat: 11.802 G_VGG: 4.814 F_Flow: 92.076 F_Warp: 2.785 W: 5.204 D_real: 1.064 D_fake: 0.420 (epoch: 27, iters: 6800, time: 0.442) G_GAN: 0.999 G_GAN_Feat: 9.640 G_VGG: 4.761 F_Flow: 107.970 F_Warp: 1.705 W: 3.649 D_real: 0.547 D_fake: 1.224 (epoch: 27, iters: 7000, time: 0.442) G_GAN: 1.813 G_GAN_Feat: 9.962 G_VGG: 4.683 F_Flow: 118.643 F_Warp: 1.743 W: 3.577 D_real: 0.743 D_fake: 0.814 saving the latest model (epoch 27, total_steps 267000) (epoch: 27, iters: 7200, time: 0.441) G_GAN: 0.885 G_GAN_Feat: 9.723 G_VGG: 4.584 F_Flow: 117.224 F_Warp: 1.910 W: 3.943 D_real: 0.485 D_fake: 1.200 (epoch: 27, iters: 7400, time: 0.442) G_GAN: 2.223 G_GAN_Feat: 8.541 G_VGG: 3.919 F_Flow: 109.560 F_Warp: 1.554 W: 3.288 D_real: 1.289 D_fake: 0.217 (epoch: 27, iters: 7600, time: 0.442) G_GAN: 1.592 G_GAN_Feat: 9.533 G_VGG: 4.219 F_Flow: 98.138 F_Warp: 1.707 W: 3.620 D_real: 1.046 D_fake: 0.749 (epoch: 27, iters: 7800, time: 0.440) G_GAN: 0.958 G_GAN_Feat: 10.152 G_VGG: 4.398 F_Flow: 105.396 F_Warp: 1.918 W: 4.001 D_real: 0.583 D_fake: 1.204 (epoch: 27, iters: 8000, time: 0.440) G_GAN: 1.327 G_GAN_Feat: 10.363 G_VGG: 4.460 F_Flow: 134.831 F_Warp: 1.906 W: 4.081 D_real: 0.721 D_fake: 0.785 saving the latest model (epoch 27, total_steps 268000) (epoch: 27, iters: 8200, time: 0.446) G_GAN: 1.323 G_GAN_Feat: 9.874 G_VGG: 4.482 F_Flow: 85.700 F_Warp: 1.466 W: 3.334 D_real: 0.730 D_fake: 0.762 (epoch: 27, iters: 8400, time: 0.443) G_GAN: 1.408 G_GAN_Feat: 9.530 G_VGG: 4.461 F_Flow: 97.122 F_Warp: 1.718 W: 3.629 D_real: 0.912 D_fake: 0.825 (epoch: 27, iters: 8600, time: 0.443) G_GAN: 0.697 G_GAN_Feat: 10.140 G_VGG: 4.488 F_Flow: 122.756 F_Warp: 1.972 W: 3.725 D_real: 0.249 D_fake: 1.439 (epoch: 27, iters: 8800, time: 0.444) G_GAN: 0.986 G_GAN_Feat: 9.579 G_VGG: 4.077 F_Flow: 117.710 F_Warp: 1.616 W: 3.595 D_real: 0.622 D_fake: 1.141 (epoch: 27, iters: 9000, time: 0.447) G_GAN: 1.660 G_GAN_Feat: 8.906 G_VGG: 4.352 F_Flow: 101.500 F_Warp: 1.250 W: 2.860 D_real: 0.961 D_fake: 0.618 saving the latest model (epoch 27, total_steps 269000) (epoch: 27, iters: 9200, time: 0.441) G_GAN: 1.909 G_GAN_Feat: 9.687 G_VGG: 4.350 F_Flow: 89.259 F_Warp: 1.837 W: 3.623 D_real: 1.202 D_fake: 0.449 (epoch: 27, iters: 9400, time: 0.438) G_GAN: 1.715 G_GAN_Feat: 9.219 G_VGG: 4.413 F_Flow: 80.445 F_Warp: 1.408 W: 3.170 D_real: 1.173 D_fake: 0.563 (epoch: 27, iters: 9600, time: 0.442) G_GAN: 1.740 G_GAN_Feat: 10.020 G_VGG: 4.532 F_Flow: 93.198 F_Warp: 1.888 W: 4.126 D_real: 1.210 D_fake: 0.574 (epoch: 27, iters: 9800, time: 0.440) G_GAN: 2.035 G_GAN_Feat: 11.552 G_VGG: 4.553 F_Flow: 138.744 F_Warp: 2.433 W: 4.487 D_real: 1.057 D_fake: 0.281 (epoch: 27, iters: 10000, time: 0.437) G_GAN: 1.421 G_GAN_Feat: 9.843 G_VGG: 4.472 F_Flow: 93.632 F_Warp: 1.880 W: 3.840 D_real: 0.781 D_fake: 0.859 saving the latest model (epoch 27, total_steps 270000) End of epoch 27 / 100 Time Taken: 4664 sec (epoch: 28, iters: 200, time: 0.452) G_GAN: 1.620 G_GAN_Feat: 10.302 G_VGG: 4.401 F_Flow: 99.016 F_Warp: 1.704 W: 3.469 D_real: 0.687 D_fake: 0.972 (epoch: 28, iters: 400, time: 0.451) G_GAN: 2.678 G_GAN_Feat: 9.598 G_VGG: 4.061 F_Flow: 129.573 F_Warp: 1.615 W: 3.539 D_real: 1.716 D_fake: 0.041 (epoch: 28, iters: 600, time: 0.448) G_GAN: 1.249 G_GAN_Feat: 9.929 G_VGG: 4.274 F_Flow: 107.053 F_Warp: 1.803 W: 4.044 D_real: 0.698 D_fake: 0.970 (epoch: 28, iters: 800, time: 0.456) G_GAN: 1.346 G_GAN_Feat: 9.227 G_VGG: 4.328 F_Flow: 105.199 F_Warp: 1.549 W: 3.501 D_real: 0.998 D_fake: 0.917 (epoch: 28, iters: 1000, time: 0.454) G_GAN: 1.741 G_GAN_Feat: 10.411 G_VGG: 4.843 F_Flow: 109.859 F_Warp: 2.142 W: 4.246 D_real: 0.893 D_fake: 0.387 saving the latest model (epoch 28, total_steps 271000) (epoch: 28, iters: 1200, time: 0.448) G_GAN: 2.148 G_GAN_Feat: 8.444 G_VGG: 4.536 F_Flow: 112.616 F_Warp: 1.437 W: 3.119 D_real: 1.741 D_fake: 0.280 (epoch: 28, iters: 1400, time: 0.452) G_GAN: 0.884 G_GAN_Feat: 8.715 G_VGG: 3.913 F_Flow: 90.951 F_Warp: 1.480 W: 3.428 D_real: 0.370 D_fake: 1.401 (epoch: 28, iters: 1600, time: 0.455) G_GAN: 1.903 G_GAN_Feat: 9.809 G_VGG: 4.042 F_Flow: 109.921 F_Warp: 1.473 W: 3.262 D_real: 1.263 D_fake: 0.356 (epoch: 28, iters: 1800, time: 0.453) G_GAN: 0.552 G_GAN_Feat: 9.341 G_VGG: 4.039 F_Flow: 96.374 F_Warp: 1.454 W: 3.437 D_real: 0.201 D_fake: 1.488 (epoch: 28, iters: 2000, time: 0.452) G_GAN: 0.956 G_GAN_Feat: 9.684 G_VGG: 4.645 F_Flow: 118.496 F_Warp: 1.275 W: 3.007 D_real: 0.499 D_fake: 1.303 saving the latest model (epoch 28, total_steps 272000) (epoch: 28, iters: 2200, time: 0.453) G_GAN: 1.081 G_GAN_Feat: 10.133 G_VGG: 4.627 F_Flow: 98.473 F_Warp: 1.726 W: 3.935 D_real: 0.569 D_fake: 1.047 (epoch: 28, iters: 2400, time: 0.452) G_GAN: 0.699 G_GAN_Feat: 10.409 G_VGG: 4.544 F_Flow: 100.308 F_Warp: 1.794 W: 4.012 D_real: 0.262 D_fake: 1.481 (epoch: 28, iters: 2600, time: 0.453) G_GAN: 2.047 G_GAN_Feat: 9.378 G_VGG: 4.297 F_Flow: 115.168 F_Warp: 1.525 W: 3.627 D_real: 1.756 D_fake: 0.295 (epoch: 28, iters: 2800, time: 0.452) G_GAN: 1.795 G_GAN_Feat: 9.447 G_VGG: 4.494 F_Flow: 71.393 F_Warp: 1.591 W: 3.660 D_real: 1.188 D_fake: 0.596 (epoch: 28, iters: 3000, time: 0.451) G_GAN: 1.556 G_GAN_Feat: 10.427 G_VGG: 4.474 F_Flow: 104.206 F_Warp: 1.619 W: 3.470 D_real: 0.813 D_fake: 0.703 saving the latest model (epoch 28, total_steps 273000) (epoch: 28, iters: 3200, time: 0.452) G_GAN: 1.948 G_GAN_Feat: 8.906 G_VGG: 4.169 F_Flow: 104.138 F_Warp: 1.656 W: 3.550 D_real: 1.487 D_fake: 0.608 (epoch: 28, iters: 3400, time: 0.450) G_GAN: 1.317 G_GAN_Feat: 10.539 G_VGG: 4.550 F_Flow: 89.767 F_Warp: 2.167 W: 4.304 D_real: 0.637 D_fake: 0.873 (epoch: 28, iters: 3600, time: 0.450) G_GAN: 2.276 G_GAN_Feat: 9.200 G_VGG: 4.288 F_Flow: 98.869 F_Warp: 1.493 W: 3.163 D_real: 1.349 D_fake: 0.477 (epoch: 28, iters: 3800, time: 0.447) G_GAN: 1.636 G_GAN_Feat: 9.655 G_VGG: 4.759 F_Flow: 97.352 F_Warp: 1.597 W: 3.208 D_real: 0.573 D_fake: 0.887 (epoch: 28, iters: 4000, time: 0.456) G_GAN: 0.903 G_GAN_Feat: 9.803 G_VGG: 4.517 F_Flow: 87.566 F_Warp: 1.663 W: 3.788 D_real: 0.484 D_fake: 1.224 saving the latest model (epoch 28, total_steps 274000) (epoch: 28, iters: 4200, time: 0.453) G_GAN: 1.030 G_GAN_Feat: 9.107 G_VGG: 4.311 F_Flow: 97.993 F_Warp: 1.311 W: 2.846 D_real: 0.334 D_fake: 1.175 (epoch: 28, iters: 4400, time: 0.451) G_GAN: 1.146 G_GAN_Feat: 9.873 G_VGG: 4.458 F_Flow: 103.607 F_Warp: 1.744 W: 3.949 D_real: 0.654 D_fake: 1.035 (epoch: 28, iters: 4600, time: 0.452) G_GAN: 1.895 G_GAN_Feat: 10.339 G_VGG: 4.317 F_Flow: 112.510 F_Warp: 2.133 W: 4.200 D_real: 0.863 D_fake: 0.436 (epoch: 28, iters: 4800, time: 0.451) G_GAN: 1.212 G_GAN_Feat: 9.908 G_VGG: 4.469 F_Flow: 132.937 F_Warp: 1.696 W: 3.694 D_real: 0.536 D_fake: 0.970 (epoch: 28, iters: 5000, time: 0.452) G_GAN: 1.181 G_GAN_Feat: 10.088 G_VGG: 4.104 F_Flow: 90.276 F_Warp: 1.948 W: 3.890 D_real: 0.562 D_fake: 0.854 saving the latest model (epoch 28, total_steps 275000) (epoch: 28, iters: 5200, time: 0.454) G_GAN: 1.998 G_GAN_Feat: 11.199 G_VGG: 4.835 F_Flow: 120.661 F_Warp: 2.170 W: 4.415 D_real: 1.240 D_fake: 0.420 (epoch: 28, iters: 5400, time: 0.453) G_GAN: 1.724 G_GAN_Feat: 10.686 G_VGG: 4.471 F_Flow: 122.439 F_Warp: 1.888 W: 3.912 D_real: 1.196 D_fake: 0.562 (epoch: 28, iters: 5600, time: 0.442) G_GAN: 1.091 G_GAN_Feat: 10.668 G_VGG: 4.539 F_Flow: 97.614 F_Warp: 2.004 W: 4.072 D_real: 0.478 D_fake: 1.134 (epoch: 28, iters: 5800, time: 0.454) G_GAN: 1.752 G_GAN_Feat: 8.988 G_VGG: 4.210 F_Flow: 96.415 F_Warp: 1.480 W: 3.153 D_real: 1.123 D_fake: 0.627 (epoch: 28, iters: 6000, time: 0.453) G_GAN: 1.330 G_GAN_Feat: 9.265 G_VGG: 4.659 F_Flow: 92.297 F_Warp: 1.666 W: 3.476 D_real: 0.859 D_fake: 0.923 saving the latest model (epoch 28, total_steps 276000) (epoch: 28, iters: 6200, time: 0.453) G_GAN: 1.357 G_GAN_Feat: 9.888 G_VGG: 4.590 F_Flow: 113.116 F_Warp: 1.971 W: 4.118 D_real: 0.744 D_fake: 0.837 (epoch: 28, iters: 6400, time: 0.451) G_GAN: 0.966 G_GAN_Feat: 9.648 G_VGG: 4.216 F_Flow: 127.192 F_Warp: 1.616 W: 3.573 D_real: 0.625 D_fake: 1.129 (epoch: 28, iters: 6600, time: 0.457) G_GAN: 2.162 G_GAN_Feat: 10.026 G_VGG: 4.403 F_Flow: 121.690 F_Warp: 1.707 W: 3.800 D_real: 1.578 D_fake: 0.364 (epoch: 28, iters: 6800, time: 0.459) G_GAN: 1.539 G_GAN_Feat: 9.972 G_VGG: 4.629 F_Flow: 98.732 F_Warp: 1.702 W: 3.714 D_real: 1.060 D_fake: 0.587 (epoch: 28, iters: 7000, time: 0.448) G_GAN: 1.634 G_GAN_Feat: 9.272 G_VGG: 4.360 F_Flow: 112.092 F_Warp: 1.461 W: 3.359 D_real: 0.873 D_fake: 0.613 saving the latest model (epoch 28, total_steps 277000) (epoch: 28, iters: 7200, time: 0.455) G_GAN: 1.788 G_GAN_Feat: 7.967 G_VGG: 3.810 F_Flow: 107.776 F_Warp: 1.164 W: 2.747 D_real: 1.531 D_fake: 0.292 (epoch: 28, iters: 7400, time: 0.456) G_GAN: 2.022 G_GAN_Feat: 10.857 G_VGG: 4.720 F_Flow: 94.258 F_Warp: 1.847 W: 3.680 D_real: 1.146 D_fake: 0.445 (epoch: 28, iters: 7600, time: 0.454) G_GAN: 2.955 G_GAN_Feat: 10.380 G_VGG: 4.374 F_Flow: 107.551 F_Warp: 1.867 W: 4.130 D_real: 2.263 D_fake: 0.059 (epoch: 28, iters: 7800, time: 0.452) G_GAN: 1.705 G_GAN_Feat: 10.701 G_VGG: 4.590 F_Flow: 111.456 F_Warp: 1.911 W: 3.900 D_real: 1.047 D_fake: 0.653 (epoch: 28, iters: 8000, time: 0.456) G_GAN: 2.469 G_GAN_Feat: 10.406 G_VGG: 4.300 F_Flow: 120.633 F_Warp: 1.599 W: 3.786 D_real: 1.902 D_fake: 0.105 saving the latest model (epoch 28, total_steps 278000) (epoch: 28, iters: 8200, time: 0.451) G_GAN: 1.238 G_GAN_Feat: 10.288 G_VGG: 4.054 F_Flow: 87.393 F_Warp: 1.506 W: 3.368 D_real: 0.703 D_fake: 0.708 (epoch: 28, iters: 8400, time: 0.453) G_GAN: 1.842 G_GAN_Feat: 11.980 G_VGG: 4.831 F_Flow: 99.290 F_Warp: 2.371 W: 4.447 D_real: 0.958 D_fake: 0.622 (epoch: 28, iters: 8600, time: 0.454) G_GAN: 0.995 G_GAN_Feat: 9.587 G_VGG: 4.642 F_Flow: 123.698 F_Warp: 1.687 W: 3.591 D_real: 0.449 D_fake: 1.076 (epoch: 28, iters: 8800, time: 0.453) G_GAN: 1.085 G_GAN_Feat: 10.101 G_VGG: 4.908 F_Flow: 96.663 F_Warp: 1.817 W: 3.703 D_real: 0.573 D_fake: 1.190 (epoch: 28, iters: 9000, time: 0.451) G_GAN: 2.278 G_GAN_Feat: 9.590 G_VGG: 3.958 F_Flow: 103.934 F_Warp: 1.511 W: 3.387 D_real: 1.554 D_fake: 0.115 saving the latest model (epoch 28, total_steps 279000) (epoch: 28, iters: 9200, time: 0.452) G_GAN: 1.083 G_GAN_Feat: 11.134 G_VGG: 4.954 F_Flow: 109.116 F_Warp: 1.979 W: 3.952 D_real: 0.546 D_fake: 1.117 (epoch: 28, iters: 9400, time: 0.454) G_GAN: 2.390 G_GAN_Feat: 10.495 G_VGG: 5.022 F_Flow: 90.089 F_Warp: 2.140 W: 4.504 D_real: 1.372 D_fake: 0.121 (epoch: 28, iters: 9600, time: 0.452) G_GAN: 1.197 G_GAN_Feat: 8.990 G_VGG: 3.819 F_Flow: 95.074 F_Warp: 1.200 W: 2.976 D_real: 0.794 D_fake: 0.624 (epoch: 28, iters: 9800, time: 0.452) G_GAN: 1.305 G_GAN_Feat: 10.559 G_VGG: 4.532 F_Flow: 100.023 F_Warp: 1.633 W: 3.750 D_real: 0.548 D_fake: 0.859 (epoch: 28, iters: 10000, time: 0.448) G_GAN: 1.678 G_GAN_Feat: 8.919 G_VGG: 4.208 F_Flow: 79.813 F_Warp: 1.418 W: 3.211 D_real: 1.266 D_fake: 0.766 saving the latest model (epoch 28, total_steps 280000) End of epoch 28 / 100 Time Taken: 4762 sec (epoch: 29, iters: 200, time: 0.460) G_GAN: 2.114 G_GAN_Feat: 9.571 G_VGG: 4.275 F_Flow: 107.033 F_Warp: 1.569 W: 3.663 D_real: 1.277 D_fake: 0.421 (epoch: 29, iters: 400, time: 0.449) G_GAN: 1.872 G_GAN_Feat: 10.321 G_VGG: 4.745 F_Flow: 90.474 F_Warp: 1.717 W: 3.722 D_real: 0.843 D_fake: 0.588 (epoch: 29, iters: 600, time: 0.455) G_GAN: 1.202 G_GAN_Feat: 9.833 G_VGG: 4.597 F_Flow: 95.802 F_Warp: 1.585 W: 3.391 D_real: 0.619 D_fake: 0.900 (epoch: 29, iters: 800, time: 0.450) G_GAN: 1.798 G_GAN_Feat: 9.648 G_VGG: 4.199 F_Flow: 107.808 F_Warp: 1.779 W: 3.763 D_real: 1.156 D_fake: 0.551 (epoch: 29, iters: 1000, time: 0.457) G_GAN: 1.317 G_GAN_Feat: 8.646 G_VGG: 3.872 F_Flow: 107.709 F_Warp: 1.409 W: 3.215 D_real: 0.926 D_fake: 0.773 saving the latest model (epoch 29, total_steps 281000) (epoch: 29, iters: 1200, time: 0.455) G_GAN: 0.773 G_GAN_Feat: 10.484 G_VGG: 4.770 F_Flow: 100.004 F_Warp: 1.785 W: 3.719 D_real: 0.287 D_fake: 1.506 (epoch: 29, iters: 1400, time: 0.462) G_GAN: 1.933 G_GAN_Feat: 9.335 G_VGG: 4.115 F_Flow: 103.245 F_Warp: 1.566 W: 3.474 D_real: 1.471 D_fake: 0.307 (epoch: 29, iters: 1600, time: 0.453) G_GAN: 2.561 G_GAN_Feat: 9.273 G_VGG: 4.271 F_Flow: 130.066 F_Warp: 1.658 W: 3.661 D_real: 1.357 D_fake: 0.164 (epoch: 29, iters: 1800, time: 0.451) G_GAN: 2.195 G_GAN_Feat: 9.912 G_VGG: 4.260 F_Flow: 90.050 F_Warp: 1.452 W: 3.434 D_real: 1.641 D_fake: 0.322 (epoch: 29, iters: 2000, time: 0.454) G_GAN: 1.650 G_GAN_Feat: 9.436 G_VGG: 4.001 F_Flow: 108.054 F_Warp: 1.542 W: 3.415 D_real: 0.878 D_fake: 0.583 saving the latest model (epoch 29, total_steps 282000) (epoch: 29, iters: 2200, time: 0.457) G_GAN: 2.210 G_GAN_Feat: 9.585 G_VGG: 3.962 F_Flow: 100.404 F_Warp: 1.698 W: 3.891 D_real: 1.302 D_fake: 0.249 (epoch: 29, iters: 2400, time: 0.451) G_GAN: 1.336 G_GAN_Feat: 9.467 G_VGG: 4.157 F_Flow: 100.321 F_Warp: 1.611 W: 3.753 D_real: 0.933 D_fake: 0.744 (epoch: 29, iters: 2600, time: 0.451) G_GAN: 2.133 G_GAN_Feat: 10.346 G_VGG: 4.404 F_Flow: 99.233 F_Warp: 1.683 W: 3.947 D_real: 1.521 D_fake: 0.300 (epoch: 29, iters: 2800, time: 0.448) G_GAN: 1.911 G_GAN_Feat: 9.329 G_VGG: 4.501 F_Flow: 118.900 F_Warp: 1.928 W: 3.695 D_real: 1.024 D_fake: 0.639 (epoch: 29, iters: 3000, time: 0.453) G_GAN: 1.532 G_GAN_Feat: 9.817 G_VGG: 4.205 F_Flow: 87.524 F_Warp: 1.425 W: 3.334 D_real: 1.090 D_fake: 0.659 saving the latest model (epoch 29, total_steps 283000) (epoch: 29, iters: 3200, time: 0.453) G_GAN: 2.025 G_GAN_Feat: 9.678 G_VGG: 3.951 F_Flow: 102.779 F_Warp: 2.031 W: 3.685 D_real: 1.317 D_fake: 0.397 (epoch: 29, iters: 3400, time: 0.441) G_GAN: 1.939 G_GAN_Feat: 11.414 G_VGG: 4.511 F_Flow: 62.510 F_Warp: 2.250 W: 4.345 D_real: 0.991 D_fake: 0.753 (epoch: 29, iters: 3600, time: 0.444) G_GAN: 1.064 G_GAN_Feat: 9.270 G_VGG: 4.296 F_Flow: 110.204 F_Warp: 1.437 W: 3.319 D_real: 0.695 D_fake: 1.041 (epoch: 29, iters: 3800, time: 0.446) G_GAN: 1.509 G_GAN_Feat: 9.886 G_VGG: 4.237 F_Flow: 113.692 F_Warp: 1.695 W: 3.774 D_real: 1.157 D_fake: 0.539 (epoch: 29, iters: 4000, time: 0.445) G_GAN: 1.259 G_GAN_Feat: 10.902 G_VGG: 4.828 F_Flow: 112.555 F_Warp: 2.256 W: 4.162 D_real: 0.320 D_fake: 0.922 saving the latest model (epoch 29, total_steps 284000) (epoch: 29, iters: 4200, time: 0.445) G_GAN: 1.481 G_GAN_Feat: 8.489 G_VGG: 3.998 F_Flow: 106.933 F_Warp: 1.222 W: 2.782 D_real: 0.854 D_fake: 0.913 (epoch: 29, iters: 4400, time: 0.445) G_GAN: 1.824 G_GAN_Feat: 10.132 G_VGG: 4.642 F_Flow: 139.676 F_Warp: 1.779 W: 3.844 D_real: 1.001 D_fake: 0.476 (epoch: 29, iters: 4600, time: 0.447) G_GAN: 1.497 G_GAN_Feat: 10.270 G_VGG: 3.955 F_Flow: 89.295 F_Warp: 1.792 W: 3.861 D_real: 1.010 D_fake: 0.642 (epoch: 29, iters: 4800, time: 0.441) G_GAN: 0.837 G_GAN_Feat: 9.346 G_VGG: 4.159 F_Flow: 97.401 F_Warp: 1.633 W: 3.492 D_real: 0.515 D_fake: 1.249 (epoch: 29, iters: 5000, time: 0.441) G_GAN: 2.081 G_GAN_Feat: 11.596 G_VGG: 5.163 F_Flow: 114.700 F_Warp: 2.152 W: 4.267 D_real: 1.069 D_fake: 0.385 saving the latest model (epoch 29, total_steps 285000) (epoch: 29, iters: 5200, time: 0.443) G_GAN: 2.113 G_GAN_Feat: 9.695 G_VGG: 4.643 F_Flow: 128.204 F_Warp: 1.944 W: 3.892 D_real: 1.270 D_fake: 0.457 (epoch: 29, iters: 5400, time: 0.441) G_GAN: 1.701 G_GAN_Feat: 9.659 G_VGG: 4.641 F_Flow: 121.042 F_Warp: 1.775 W: 3.692 D_real: 1.059 D_fake: 0.531 (epoch: 29, iters: 5600, time: 0.441) G_GAN: 1.457 G_GAN_Feat: 9.777 G_VGG: 4.477 F_Flow: 116.499 F_Warp: 1.619 W: 3.615 D_real: 0.943 D_fake: 0.652 (epoch: 29, iters: 5800, time: 0.439) G_GAN: 1.487 G_GAN_Feat: 9.929 G_VGG: 5.327 F_Flow: 103.307 F_Warp: 1.730 W: 3.659 D_real: 0.685 D_fake: 0.875 (epoch: 29, iters: 6000, time: 0.444) G_GAN: 1.627 G_GAN_Feat: 10.406 G_VGG: 4.528 F_Flow: 93.309 F_Warp: 1.700 W: 3.767 D_real: 1.098 D_fake: 0.629 saving the latest model (epoch 29, total_steps 286000) (epoch: 29, iters: 6200, time: 0.444) G_GAN: 1.001 G_GAN_Feat: 10.706 G_VGG: 4.749 F_Flow: 97.244 F_Warp: 1.945 W: 4.098 D_real: 0.374 D_fake: 1.336 (epoch: 29, iters: 6400, time: 0.440) G_GAN: 1.672 G_GAN_Feat: 9.766 G_VGG: 4.367 F_Flow: 100.238 F_Warp: 1.587 W: 3.445 D_real: 1.108 D_fake: 0.678 (epoch: 29, iters: 6600, time: 0.444) G_GAN: 1.301 G_GAN_Feat: 10.098 G_VGG: 4.378 F_Flow: 119.875 F_Warp: 1.657 W: 3.527 D_real: 0.426 D_fake: 0.951 (epoch: 29, iters: 6800, time: 0.440) G_GAN: 1.237 G_GAN_Feat: 9.023 G_VGG: 4.286 F_Flow: 99.270 F_Warp: 1.627 W: 3.529 D_real: 0.884 D_fake: 0.857 (epoch: 29, iters: 7000, time: 0.438) G_GAN: 0.952 G_GAN_Feat: 10.469 G_VGG: 4.378 F_Flow: 93.513 F_Warp: 1.586 W: 3.560 D_real: 0.628 D_fake: 1.202 saving the latest model (epoch 29, total_steps 287000) (epoch: 29, iters: 7200, time: 0.443) G_GAN: 0.833 G_GAN_Feat: 10.333 G_VGG: 4.596 F_Flow: 102.319 F_Warp: 1.534 W: 3.626 D_real: 0.341 D_fake: 1.428 (epoch: 29, iters: 7400, time: 0.440) G_GAN: 0.838 G_GAN_Feat: 10.421 G_VGG: 4.588 F_Flow: 114.041 F_Warp: 1.839 W: 3.822 D_real: 0.379 D_fake: 1.426 (epoch: 29, iters: 7600, time: 0.440) G_GAN: 2.801 G_GAN_Feat: 9.622 G_VGG: 4.756 F_Flow: 138.486 F_Warp: 1.857 W: 3.950 D_real: 1.930 D_fake: 0.175 (epoch: 29, iters: 7800, time: 0.439) G_GAN: 1.177 G_GAN_Feat: 9.909 G_VGG: 4.235 F_Flow: 108.303 F_Warp: 1.595 W: 3.704 D_real: 0.725 D_fake: 0.863 (epoch: 29, iters: 8000, time: 0.443) G_GAN: 1.183 G_GAN_Feat: 10.814 G_VGG: 4.565 F_Flow: 107.057 F_Warp: 2.191 W: 4.205 D_real: 0.388 D_fake: 0.933 saving the latest model (epoch 29, total_steps 288000) (epoch: 29, iters: 8200, time: 0.442) G_GAN: 1.407 G_GAN_Feat: 9.588 G_VGG: 4.499 F_Flow: 107.107 F_Warp: 1.771 W: 3.830 D_real: 0.876 D_fake: 0.911 (epoch: 29, iters: 8400, time: 0.443) G_GAN: 1.264 G_GAN_Feat: 9.859 G_VGG: 4.345 F_Flow: 91.732 F_Warp: 1.920 W: 4.129 D_real: 0.806 D_fake: 0.885 (epoch: 29, iters: 8600, time: 0.443) G_GAN: 2.104 G_GAN_Feat: 9.267 G_VGG: 4.256 F_Flow: 103.961 F_Warp: 1.549 W: 3.435 D_real: 1.662 D_fake: 0.282 (epoch: 29, iters: 8800, time: 0.442) G_GAN: 1.389 G_GAN_Feat: 9.522 G_VGG: 4.543 F_Flow: 104.421 F_Warp: 1.699 W: 3.463 D_real: 0.490 D_fake: 1.132 (epoch: 29, iters: 9000, time: 0.438) G_GAN: 1.699 G_GAN_Feat: 10.142 G_VGG: 4.493 F_Flow: 91.407 F_Warp: 1.685 W: 3.661 D_real: 0.748 D_fake: 0.769 saving the latest model (epoch 29, total_steps 289000) (epoch: 29, iters: 9200, time: 0.440) G_GAN: 1.694 G_GAN_Feat: 10.650 G_VGG: 4.877 F_Flow: 107.046 F_Warp: 1.872 W: 4.035 D_real: 0.889 D_fake: 0.743 (epoch: 29, iters: 9400, time: 0.439) G_GAN: 0.555 G_GAN_Feat: 8.520 G_VGG: 4.016 F_Flow: 109.041 F_Warp: 1.288 W: 2.796 D_real: 0.318 D_fake: 1.380 (epoch: 29, iters: 9600, time: 0.438) G_GAN: 1.721 G_GAN_Feat: 10.118 G_VGG: 4.753 F_Flow: 94.202 F_Warp: 1.915 W: 3.944 D_real: 0.991 D_fake: 0.696 (epoch: 29, iters: 9800, time: 0.437) G_GAN: 1.220 G_GAN_Feat: 9.802 G_VGG: 5.109 F_Flow: 97.716 F_Warp: 2.186 W: 4.175 D_real: 0.509 D_fake: 0.964 (epoch: 29, iters: 10000, time: 0.438) G_GAN: 1.563 G_GAN_Feat: 9.795 G_VGG: 4.013 F_Flow: 98.950 F_Warp: 1.533 W: 3.246 D_real: 1.147 D_fake: 0.649 saving the latest model (epoch 29, total_steps 290000) End of epoch 29 / 100 Time Taken: 4704 sec (epoch: 30, iters: 200, time: 0.450) G_GAN: 1.049 G_GAN_Feat: 9.839 G_VGG: 4.031 F_Flow: 92.292 F_Warp: 1.637 W: 3.678 D_real: 0.753 D_fake: 0.750 (epoch: 30, iters: 400, time: 0.444) G_GAN: 1.573 G_GAN_Feat: 9.545 G_VGG: 4.280 F_Flow: 102.836 F_Warp: 1.576 W: 3.644 D_real: 0.864 D_fake: 0.879 (epoch: 30, iters: 600, time: 0.444) G_GAN: 0.746 G_GAN_Feat: 10.027 G_VGG: 4.405 F_Flow: 95.062 F_Warp: 1.972 W: 4.089 D_real: 0.300 D_fake: 1.445 (epoch: 30, iters: 800, time: 0.442) G_GAN: 0.428 G_GAN_Feat: 9.370 G_VGG: 4.395 F_Flow: 103.861 F_Warp: 1.506 W: 3.527 D_real: 0.175 D_fake: 1.604 (epoch: 30, iters: 1000, time: 0.436) G_GAN: 2.320 G_GAN_Feat: 9.267 G_VGG: 4.287 F_Flow: 119.543 F_Warp: 2.082 W: 4.286 D_real: 1.827 D_fake: 0.140 saving the latest model (epoch 30, total_steps 291000) (epoch: 30, iters: 1200, time: 0.440) G_GAN: 2.115 G_GAN_Feat: 10.515 G_VGG: 4.333 F_Flow: 161.896 F_Warp: 2.072 W: 3.983 D_real: 1.451 D_fake: 0.274 (epoch: 30, iters: 1400, time: 0.439) G_GAN: 1.770 G_GAN_Feat: 9.301 G_VGG: 3.998 F_Flow: 87.447 F_Warp: 1.301 W: 3.067 D_real: 1.353 D_fake: 0.556 (epoch: 30, iters: 1600, time: 0.436) G_GAN: 1.119 G_GAN_Feat: 9.307 G_VGG: 4.106 F_Flow: 106.316 F_Warp: 1.432 W: 3.513 D_real: 0.640 D_fake: 1.016 (epoch: 30, iters: 1800, time: 0.438) G_GAN: 1.640 G_GAN_Feat: 10.653 G_VGG: 4.652 F_Flow: 118.558 F_Warp: 2.025 W: 4.275 D_real: 0.940 D_fake: 0.547 (epoch: 30, iters: 2000, time: 0.444) G_GAN: 2.187 G_GAN_Feat: 9.952 G_VGG: 4.364 F_Flow: 121.874 F_Warp: 1.687 W: 3.534 D_real: 1.211 D_fake: 0.272 saving the latest model (epoch 30, total_steps 292000) (epoch: 30, iters: 2200, time: 0.438) G_GAN: 2.158 G_GAN_Feat: 9.253 G_VGG: 4.023 F_Flow: 134.319 F_Warp: 1.588 W: 3.606 D_real: 1.388 D_fake: 0.247 (epoch: 30, iters: 2400, time: 0.439) G_GAN: 1.237 G_GAN_Feat: 8.496 G_VGG: 4.188 F_Flow: 106.597 F_Warp: 1.490 W: 3.473 D_real: 0.672 D_fake: 0.891 (epoch: 30, iters: 2600, time: 0.443) G_GAN: 2.148 G_GAN_Feat: 9.322 G_VGG: 4.126 F_Flow: 109.245 F_Warp: 1.600 W: 3.614 D_real: 1.794 D_fake: 0.266 (epoch: 30, iters: 2800, time: 0.441) G_GAN: 1.393 G_GAN_Feat: 9.226 G_VGG: 4.185 F_Flow: 121.556 F_Warp: 1.571 W: 3.325 D_real: 0.802 D_fake: 0.811 (epoch: 30, iters: 3000, time: 0.435) G_GAN: 2.521 G_GAN_Feat: 9.915 G_VGG: 4.615 F_Flow: 135.315 F_Warp: 2.047 W: 4.247 D_real: 1.570 D_fake: 0.270 saving the latest model (epoch 30, total_steps 293000) (epoch: 30, iters: 3200, time: 0.441) G_GAN: 1.756 G_GAN_Feat: 9.809 G_VGG: 4.491 F_Flow: 86.765 F_Warp: 1.940 W: 3.905 D_real: 0.915 D_fake: 0.574 (epoch: 30, iters: 3400, time: 0.438) G_GAN: 0.672 G_GAN_Feat: 9.705 G_VGG: 4.391 F_Flow: 91.321 F_Warp: 1.540 W: 3.446 D_real: 0.259 D_fake: 1.374 (epoch: 30, iters: 3600, time: 0.440) G_GAN: 1.215 G_GAN_Feat: 10.196 G_VGG: 4.761 F_Flow: 89.472 F_Warp: 1.786 W: 3.545 D_real: 0.488 D_fake: 1.161 (epoch: 30, iters: 3800, time: 0.439) G_GAN: 1.598 G_GAN_Feat: 9.661 G_VGG: 4.453 F_Flow: 100.034 F_Warp: 1.559 W: 3.424 D_real: 0.777 D_fake: 0.604 (epoch: 30, iters: 4000, time: 0.443) G_GAN: 1.675 G_GAN_Feat: 9.641 G_VGG: 4.172 F_Flow: 99.150 F_Warp: 1.482 W: 3.281 D_real: 0.989 D_fake: 0.704 saving the latest model (epoch 30, total_steps 294000) (epoch: 30, iters: 4200, time: 0.437) G_GAN: 2.124 G_GAN_Feat: 9.613 G_VGG: 4.190 F_Flow: 111.815 F_Warp: 1.693 W: 3.928 D_real: 1.331 D_fake: 0.190 (epoch: 30, iters: 4400, time: 0.440) G_GAN: 1.728 G_GAN_Feat: 9.519 G_VGG: 3.993 F_Flow: 112.268 F_Warp: 1.853 W: 3.935 D_real: 1.386 D_fake: 0.410 (epoch: 30, iters: 4600, time: 0.441) G_GAN: 1.072 G_GAN_Feat: 9.465 G_VGG: 3.872 F_Flow: 110.255 F_Warp: 1.295 W: 2.971 D_real: 0.429 D_fake: 1.142 (epoch: 30, iters: 4800, time: 0.437) G_GAN: 1.562 G_GAN_Feat: 10.042 G_VGG: 4.593 F_Flow: 112.337 F_Warp: 1.773 W: 3.650 D_real: 0.933 D_fake: 0.767 (epoch: 30, iters: 5000, time: 0.437) G_GAN: 0.981 G_GAN_Feat: 9.651 G_VGG: 4.199 F_Flow: 126.032 F_Warp: 1.552 W: 3.304 D_real: 0.603 D_fake: 1.194 saving the latest model (epoch 30, total_steps 295000) (epoch: 30, iters: 5200, time: 0.440) G_GAN: 1.006 G_GAN_Feat: 9.828 G_VGG: 4.128 F_Flow: 99.859 F_Warp: 1.407 W: 3.334 D_real: 0.599 D_fake: 0.826 (epoch: 30, iters: 5400, time: 0.438) G_GAN: 2.081 G_GAN_Feat: 9.387 G_VGG: 4.309 F_Flow: 92.712 F_Warp: 1.496 W: 3.460 D_real: 1.339 D_fake: 0.368 (epoch: 30, iters: 5600, time: 0.435) G_GAN: 1.125 G_GAN_Feat: 9.972 G_VGG: 4.213 F_Flow: 89.550 F_Warp: 1.503 W: 3.602 D_real: 0.848 D_fake: 1.096 (epoch: 30, iters: 5800, time: 0.437) G_GAN: 1.032 G_GAN_Feat: 10.790 G_VGG: 4.073 F_Flow: 87.433 F_Warp: 1.654 W: 3.781 D_real: 0.459 D_fake: 1.144 (epoch: 30, iters: 6000, time: 0.442) G_GAN: 1.325 G_GAN_Feat: 10.271 G_VGG: 4.716 F_Flow: 102.972 F_Warp: 2.079 W: 4.227 D_real: 0.583 D_fake: 0.938 saving the latest model (epoch 30, total_steps 296000) (epoch: 30, iters: 6200, time: 0.437) G_GAN: 0.769 G_GAN_Feat: 8.973 G_VGG: 4.220 F_Flow: 99.646 F_Warp: 1.476 W: 3.331 D_real: 0.226 D_fake: 1.521 (epoch: 30, iters: 6400, time: 0.435) G_GAN: 0.492 G_GAN_Feat: 9.591 G_VGG: 4.250 F_Flow: 100.205 F_Warp: 1.413 W: 3.404 D_real: 0.222 D_fake: 1.679 (epoch: 30, iters: 6600, time: 0.441) G_GAN: 1.722 G_GAN_Feat: 10.370 G_VGG: 4.468 F_Flow: 78.515 F_Warp: 1.823 W: 3.985 D_real: 1.043 D_fake: 0.684 (epoch: 30, iters: 6800, time: 0.437) G_GAN: 1.289 G_GAN_Feat: 9.300 G_VGG: 3.982 F_Flow: 106.957 F_Warp: 1.420 W: 3.107 D_real: 0.734 D_fake: 0.851 (epoch: 30, iters: 7000, time: 0.438) G_GAN: 1.857 G_GAN_Feat: 10.531 G_VGG: 4.432 F_Flow: 135.376 F_Warp: 1.900 W: 3.771 D_real: 0.967 D_fake: 0.888 saving the latest model (epoch 30, total_steps 297000) (epoch: 30, iters: 7200, time: 0.439) G_GAN: 1.257 G_GAN_Feat: 9.567 G_VGG: 4.113 F_Flow: 109.009 F_Warp: 1.456 W: 3.374 D_real: 0.759 D_fake: 0.854 (epoch: 30, iters: 7400, time: 0.435) G_GAN: 1.533 G_GAN_Feat: 9.146 G_VGG: 4.229 F_Flow: 140.294 F_Warp: 1.750 W: 3.695 D_real: 0.703 D_fake: 0.922 (epoch: 30, iters: 7600, time: 0.435) G_GAN: 1.524 G_GAN_Feat: 10.377 G_VGG: 4.480 F_Flow: 123.321 F_Warp: 1.622 W: 3.337 D_real: 0.864 D_fake: 0.722 (epoch: 30, iters: 7800, time: 0.437) G_GAN: 1.052 G_GAN_Feat: 10.114 G_VGG: 4.823 F_Flow: 98.804 F_Warp: 1.826 W: 3.938 D_real: 0.433 D_fake: 1.181 (epoch: 30, iters: 8000, time: 0.440) G_GAN: 1.181 G_GAN_Feat: 10.208 G_VGG: 4.521 F_Flow: 97.227 F_Warp: 1.572 W: 3.590 D_real: 0.540 D_fake: 0.911 saving the latest model (epoch 30, total_steps 298000) (epoch: 30, iters: 8200, time: 0.440) G_GAN: 0.740 G_GAN_Feat: 10.607 G_VGG: 4.242 F_Flow: 179.998 F_Warp: 2.027 W: 4.161 D_real: 0.373 D_fake: 1.330 (epoch: 30, iters: 8400, time: 0.441) G_GAN: 1.513 G_GAN_Feat: 10.407 G_VGG: 4.213 F_Flow: 123.917 F_Warp: 1.690 W: 3.813 D_real: 0.672 D_fake: 0.802 (epoch: 30, iters: 8600, time: 0.447) G_GAN: 0.702 G_GAN_Feat: 9.174 G_VGG: 3.987 F_Flow: 116.060 F_Warp: 1.677 W: 3.627 D_real: 0.195 D_fake: 1.539 (epoch: 30, iters: 8800, time: 0.444) G_GAN: 1.404 G_GAN_Feat: 9.687 G_VGG: 4.338 F_Flow: 97.232 F_Warp: 1.608 W: 3.577 D_real: 0.832 D_fake: 0.838 (epoch: 30, iters: 9000, time: 0.441) G_GAN: 1.897 G_GAN_Feat: 10.403 G_VGG: 4.383 F_Flow: 107.696 F_Warp: 1.749 W: 4.062 D_real: 0.960 D_fake: 0.513 saving the latest model (epoch 30, total_steps 299000) (epoch: 30, iters: 9200, time: 0.444) G_GAN: 1.161 G_GAN_Feat: 10.107 G_VGG: 4.343 F_Flow: 113.550 F_Warp: 1.847 W: 3.788 D_real: 0.825 D_fake: 0.944 (epoch: 30, iters: 9400, time: 0.439) G_GAN: 1.650 G_GAN_Feat: 8.826 G_VGG: 4.284 F_Flow: 75.043 F_Warp: 1.265 W: 2.957 D_real: 1.071 D_fake: 0.539 (epoch: 30, iters: 9600, time: 0.438) G_GAN: 1.851 G_GAN_Feat: 10.001 G_VGG: 4.697 F_Flow: 116.653 F_Warp: 1.517 W: 3.495 D_real: 1.185 D_fake: 0.544 (epoch: 30, iters: 9800, time: 0.437) G_GAN: 1.977 G_GAN_Feat: 9.987 G_VGG: 4.451 F_Flow: 111.991 F_Warp: 1.710 W: 3.874 D_real: 1.200 D_fake: 0.554 (epoch: 30, iters: 10000, time: 0.438) G_GAN: 1.126 G_GAN_Feat: 10.528 G_VGG: 4.486 F_Flow: 131.234 F_Warp: 2.062 W: 4.172 D_real: 0.425 D_fake: 1.144 saving the latest model (epoch 30, total_steps 300000) End of epoch 30 / 100 Time Taken: 4656 sec saving the model at the end of epoch 30, iters 300000 (epoch: 31, iters: 200, time: 0.463) G_GAN: 1.590 G_GAN_Feat: 10.077 G_VGG: 4.422 F_Flow: 104.639 F_Warp: 1.707 W: 3.799 D_real: 1.120 D_fake: 0.599 (epoch: 31, iters: 400, time: 0.459) G_GAN: 0.365 G_GAN_Feat: 9.851 G_VGG: 4.333 F_Flow: 133.927 F_Warp: 1.643 W: 3.551 D_real: 0.099 D_fake: 1.686 (epoch: 31, iters: 600, time: 0.460) G_GAN: 1.391 G_GAN_Feat: 9.690 G_VGG: 4.110 F_Flow: 88.698 F_Warp: 1.492 W: 3.265 D_real: 0.980 D_fake: 0.895 (epoch: 31, iters: 800, time: 0.460) G_GAN: 1.108 G_GAN_Feat: 10.100 G_VGG: 4.667 F_Flow: 107.447 F_Warp: 1.906 W: 3.921 D_real: 0.367 D_fake: 1.175 (epoch: 31, iters: 1000, time: 0.456) G_GAN: 1.138 G_GAN_Feat: 9.547 G_VGG: 4.457 F_Flow: 95.415 F_Warp: 1.593 W: 3.295 D_real: 0.625 D_fake: 1.134 saving the latest model (epoch 31, total_steps 301000) (epoch: 31, iters: 1200, time: 0.461) G_GAN: 2.273 G_GAN_Feat: 8.819 G_VGG: 3.931 F_Flow: 105.905 F_Warp: 1.546 W: 3.314 D_real: 1.827 D_fake: 0.170 (epoch: 31, iters: 1400, time: 0.453) G_GAN: 1.958 G_GAN_Feat: 10.705 G_VGG: 4.411 F_Flow: 79.520 F_Warp: 1.922 W: 3.985 D_real: 0.975 D_fake: 0.570 (epoch: 31, iters: 1600, time: 0.454) G_GAN: 1.721 G_GAN_Feat: 9.374 G_VGG: 4.277 F_Flow: 104.338 F_Warp: 1.394 W: 3.219 D_real: 1.170 D_fake: 0.371 (epoch: 31, iters: 1800, time: 0.457) G_GAN: 2.255 G_GAN_Feat: 10.080 G_VGG: 4.426 F_Flow: 109.827 F_Warp: 1.599 W: 3.697 D_real: 1.239 D_fake: 0.295 (epoch: 31, iters: 2000, time: 0.455) G_GAN: 1.449 G_GAN_Feat: 9.445 G_VGG: 4.245 F_Flow: 98.203 F_Warp: 1.721 W: 3.903 D_real: 1.208 D_fake: 0.515 saving the latest model (epoch 31, total_steps 302000) (epoch: 31, iters: 2200, time: 0.455) G_GAN: 2.272 G_GAN_Feat: 9.235 G_VGG: 4.378 F_Flow: 81.367 F_Warp: 1.441 W: 3.262 D_real: 1.274 D_fake: 0.247 (epoch: 31, iters: 2400, time: 0.460) G_GAN: 1.983 G_GAN_Feat: 10.546 G_VGG: 4.734 F_Flow: 135.234 F_Warp: 1.956 W: 3.806 D_real: 1.371 D_fake: 0.278 (epoch: 31, iters: 2600, time: 0.454) G_GAN: 0.674 G_GAN_Feat: 10.307 G_VGG: 4.244 F_Flow: 120.231 F_Warp: 1.869 W: 3.564 D_real: 0.290 D_fake: 1.592 (epoch: 31, iters: 2800, time: 0.456) G_GAN: 1.740 G_GAN_Feat: 8.295 G_VGG: 3.642 F_Flow: 110.492 F_Warp: 1.251 W: 3.089 D_real: 1.067 D_fake: 0.585 (epoch: 31, iters: 3000, time: 0.453) G_GAN: 2.027 G_GAN_Feat: 10.150 G_VGG: 4.163 F_Flow: 136.177 F_Warp: 1.629 W: 3.733 D_real: 1.478 D_fake: 0.266 saving the latest model (epoch 31, total_steps 303000) (epoch: 31, iters: 3200, time: 0.454) G_GAN: 0.860 G_GAN_Feat: 9.672 G_VGG: 4.692 F_Flow: 105.502 F_Warp: 1.869 W: 3.801 D_real: 0.462 D_fake: 1.444 (epoch: 31, iters: 3400, time: 0.454) G_GAN: 1.034 G_GAN_Feat: 9.738 G_VGG: 4.224 F_Flow: 97.736 F_Warp: 1.585 W: 3.117 D_real: 0.294 D_fake: 1.361 (epoch: 31, iters: 3600, time: 0.456) G_GAN: 1.754 G_GAN_Feat: 10.204 G_VGG: 4.552 F_Flow: 100.801 F_Warp: 2.105 W: 4.129 D_real: 0.895 D_fake: 0.610 (epoch: 31, iters: 3800, time: 0.458) G_GAN: 0.974 G_GAN_Feat: 10.344 G_VGG: 4.521 F_Flow: 92.225 F_Warp: 1.978 W: 4.038 D_real: 0.400 D_fake: 1.422 (epoch: 31, iters: 4000, time: 0.453) G_GAN: 1.840 G_GAN_Feat: 9.812 G_VGG: 4.673 F_Flow: 137.135 F_Warp: 1.789 W: 3.906 D_real: 1.334 D_fake: 0.455 saving the latest model (epoch 31, total_steps 304000) (epoch: 31, iters: 4200, time: 0.453) G_GAN: 1.721 G_GAN_Feat: 8.853 G_VGG: 4.295 F_Flow: 87.905 F_Warp: 1.589 W: 3.094 D_real: 0.805 D_fake: 0.847 (epoch: 31, iters: 4400, time: 0.454) G_GAN: 1.148 G_GAN_Feat: 9.892 G_VGG: 4.170 F_Flow: 100.791 F_Warp: 1.937 W: 3.675 D_real: 0.556 D_fake: 1.161 (epoch: 31, iters: 4600, time: 0.453) G_GAN: 1.359 G_GAN_Feat: 10.114 G_VGG: 4.373 F_Flow: 121.999 F_Warp: 1.856 W: 4.298 D_real: 0.558 D_fake: 1.034 (epoch: 31, iters: 4800, time: 0.451) G_GAN: 1.994 G_GAN_Feat: 8.365 G_VGG: 4.071 F_Flow: 107.784 F_Warp: 1.443 W: 3.226 D_real: 1.498 D_fake: 0.310 (epoch: 31, iters: 5000, time: 0.461) G_GAN: 2.049 G_GAN_Feat: 11.550 G_VGG: 4.798 F_Flow: 102.262 F_Warp: 1.975 W: 4.250 D_real: 1.071 D_fake: 0.353 saving the latest model (epoch 31, total_steps 305000) (epoch: 31, iters: 5200, time: 0.450) G_GAN: 1.646 G_GAN_Feat: 10.380 G_VGG: 4.758 F_Flow: 115.179 F_Warp: 1.642 W: 3.663 D_real: 0.837 D_fake: 0.755 (epoch: 31, iters: 5400, time: 0.453) G_GAN: 0.907 G_GAN_Feat: 9.784 G_VGG: 4.285 F_Flow: 97.616 F_Warp: 1.550 W: 3.426 D_real: 0.295 D_fake: 1.438 (epoch: 31, iters: 5600, time: 0.458) G_GAN: 1.449 G_GAN_Feat: 10.366 G_VGG: 4.508 F_Flow: 91.189 F_Warp: 1.948 W: 4.186 D_real: 0.605 D_fake: 0.929 (epoch: 31, iters: 5800, time: 0.453) G_GAN: 1.228 G_GAN_Feat: 9.266 G_VGG: 3.961 F_Flow: 106.761 F_Warp: 1.500 W: 3.503 D_real: 0.728 D_fake: 0.924 (epoch: 31, iters: 6000, time: 0.455) G_GAN: 2.160 G_GAN_Feat: 9.349 G_VGG: 4.286 F_Flow: 81.576 F_Warp: 1.358 W: 3.088 D_real: 1.580 D_fake: 0.256 saving the latest model (epoch 31, total_steps 306000) (epoch: 31, iters: 6200, time: 0.456) G_GAN: 1.520 G_GAN_Feat: 9.062 G_VGG: 3.959 F_Flow: 99.219 F_Warp: 1.492 W: 3.432 D_real: 1.023 D_fake: 0.570 (epoch: 31, iters: 6400, time: 0.459) G_GAN: 1.599 G_GAN_Feat: 9.347 G_VGG: 4.282 F_Flow: 83.413 F_Warp: 1.295 W: 3.165 D_real: 1.050 D_fake: 0.715 (epoch: 31, iters: 6600, time: 0.456) G_GAN: 1.629 G_GAN_Feat: 9.067 G_VGG: 4.155 F_Flow: 96.799 F_Warp: 1.510 W: 3.416 D_real: 1.116 D_fake: 0.824 (epoch: 31, iters: 6800, time: 0.455) G_GAN: 1.068 G_GAN_Feat: 10.092 G_VGG: 4.148 F_Flow: 84.591 F_Warp: 1.450 W: 3.363 D_real: 0.817 D_fake: 1.034 (epoch: 31, iters: 7000, time: 0.457) G_GAN: 1.534 G_GAN_Feat: 9.468 G_VGG: 4.034 F_Flow: 106.241 F_Warp: 1.464 W: 3.194 D_real: 0.850 D_fake: 0.868 saving the latest model (epoch 31, total_steps 307000) (epoch: 31, iters: 7200, time: 0.454) G_GAN: 1.977 G_GAN_Feat: 9.215 G_VGG: 3.831 F_Flow: 111.207 F_Warp: 1.501 W: 3.332 D_real: 1.303 D_fake: 0.328 (epoch: 31, iters: 7400, time: 0.456) G_GAN: 2.007 G_GAN_Feat: 9.784 G_VGG: 4.418 F_Flow: 106.086 F_Warp: 1.763 W: 3.840 D_real: 1.216 D_fake: 0.360 (epoch: 31, iters: 7600, time: 0.463) G_GAN: 2.105 G_GAN_Feat: 10.832 G_VGG: 5.173 F_Flow: 118.339 F_Warp: 2.441 W: 4.544 D_real: 0.814 D_fake: 0.435 (epoch: 31, iters: 7800, time: 0.452) G_GAN: 1.462 G_GAN_Feat: 9.646 G_VGG: 4.308 F_Flow: 117.821 F_Warp: 1.507 W: 3.530 D_real: 1.064 D_fake: 0.664 (epoch: 31, iters: 8000, time: 0.455) G_GAN: 2.183 G_GAN_Feat: 9.683 G_VGG: 4.356 F_Flow: 83.401 F_Warp: 1.666 W: 3.693 D_real: 1.319 D_fake: 0.260 saving the latest model (epoch 31, total_steps 308000) (epoch: 31, iters: 8200, time: 0.451) G_GAN: 0.946 G_GAN_Feat: 9.511 G_VGG: 4.402 F_Flow: 112.632 F_Warp: 1.420 W: 3.476 D_real: 0.533 D_fake: 1.262 (epoch: 31, iters: 8400, time: 0.454) G_GAN: 0.680 G_GAN_Feat: 8.867 G_VGG: 4.192 F_Flow: 85.264 F_Warp: 1.217 W: 2.740 D_real: 0.292 D_fake: 1.438 (epoch: 31, iters: 8600, time: 0.449) G_GAN: 1.636 G_GAN_Feat: 9.482 G_VGG: 4.472 F_Flow: 100.283 F_Warp: 1.648 W: 3.539 D_real: 0.811 D_fake: 0.731 (epoch: 31, iters: 8800, time: 0.450) G_GAN: 2.034 G_GAN_Feat: 9.552 G_VGG: 4.146 F_Flow: 116.866 F_Warp: 1.477 W: 3.450 D_real: 1.476 D_fake: 0.404 (epoch: 31, iters: 9000, time: 0.453) G_GAN: 1.234 G_GAN_Feat: 10.091 G_VGG: 4.122 F_Flow: 86.032 F_Warp: 1.653 W: 3.506 D_real: 0.825 D_fake: 1.028 saving the latest model (epoch 31, total_steps 309000) (epoch: 31, iters: 9200, time: 0.452) G_GAN: 1.483 G_GAN_Feat: 11.140 G_VGG: 4.478 F_Flow: 88.959 F_Warp: 2.380 W: 4.552 D_real: 0.622 D_fake: 0.908 (epoch: 31, iters: 9400, time: 0.455) G_GAN: 1.980 G_GAN_Feat: 8.171 G_VGG: 3.765 F_Flow: 105.506 F_Warp: 1.189 W: 2.651 D_real: 1.625 D_fake: 0.235 (epoch: 31, iters: 9600, time: 0.457) G_GAN: 0.632 G_GAN_Feat: 10.301 G_VGG: 4.407 F_Flow: 97.178 F_Warp: 1.656 W: 3.995 D_real: 0.394 D_fake: 1.265 (epoch: 31, iters: 9800, time: 0.453) G_GAN: 1.676 G_GAN_Feat: 9.650 G_VGG: 4.451 F_Flow: 104.287 F_Warp: 1.616 W: 3.291 D_real: 0.794 D_fake: 0.700 (epoch: 31, iters: 10000, time: 0.452) G_GAN: 2.327 G_GAN_Feat: 9.005 G_VGG: 4.464 F_Flow: 106.740 F_Warp: 1.513 W: 3.381 D_real: 1.581 D_fake: 0.288 saving the latest model (epoch 31, total_steps 310000) End of epoch 31 / 100 Time Taken: 4829 sec (epoch: 32, iters: 200, time: 0.455) G_GAN: 1.521 G_GAN_Feat: 10.379 G_VGG: 4.320 F_Flow: 110.244 F_Warp: 2.142 W: 4.013 D_real: 0.647 D_fake: 0.783 (epoch: 32, iters: 400, time: 0.451) G_GAN: 1.586 G_GAN_Feat: 9.749 G_VGG: 4.511 F_Flow: 105.787 F_Warp: 1.494 W: 3.450 D_real: 0.977 D_fake: 0.698 (epoch: 32, iters: 600, time: 0.446) G_GAN: 1.147 G_GAN_Feat: 10.345 G_VGG: 4.544 F_Flow: 131.394 F_Warp: 1.907 W: 3.891 D_real: 0.374 D_fake: 1.057 (epoch: 32, iters: 800, time: 0.449) G_GAN: 2.388 G_GAN_Feat: 9.599 G_VGG: 4.503 F_Flow: 115.509 F_Warp: 1.918 W: 3.887 D_real: 1.162 D_fake: 0.283 (epoch: 32, iters: 1000, time: 0.445) G_GAN: 1.626 G_GAN_Feat: 9.018 G_VGG: 4.074 F_Flow: 82.245 F_Warp: 1.348 W: 3.223 D_real: 1.178 D_fake: 0.570 saving the latest model (epoch 32, total_steps 311000) (epoch: 32, iters: 1200, time: 0.442) G_GAN: 1.732 G_GAN_Feat: 9.264 G_VGG: 4.306 F_Flow: 96.304 F_Warp: 1.738 W: 3.467 D_real: 1.229 D_fake: 0.489 (epoch: 32, iters: 1400, time: 0.443) G_GAN: 1.278 G_GAN_Feat: 11.041 G_VGG: 4.751 F_Flow: 102.006 F_Warp: 2.085 W: 4.359 D_real: 0.559 D_fake: 1.020 (epoch: 32, iters: 1600, time: 0.450) G_GAN: 0.971 G_GAN_Feat: 10.910 G_VGG: 4.778 F_Flow: 93.971 F_Warp: 1.696 W: 3.889 D_real: 0.449 D_fake: 1.343 (epoch: 32, iters: 1800, time: 0.445) G_GAN: 1.840 G_GAN_Feat: 9.642 G_VGG: 4.234 F_Flow: 101.553 F_Warp: 1.502 W: 3.266 D_real: 1.056 D_fake: 0.443 (epoch: 32, iters: 2000, time: 0.446) G_GAN: 1.398 G_GAN_Feat: 9.146 G_VGG: 4.377 F_Flow: 130.405 F_Warp: 1.558 W: 3.423 D_real: 1.020 D_fake: 0.710 saving the latest model (epoch 32, total_steps 312000) (epoch: 32, iters: 2200, time: 0.451) G_GAN: 1.086 G_GAN_Feat: 9.241 G_VGG: 4.270 F_Flow: 99.943 F_Warp: 1.479 W: 3.373 D_real: 0.562 D_fake: 1.214 (epoch: 32, iters: 2400, time: 0.442) G_GAN: 1.909 G_GAN_Feat: 9.616 G_VGG: 4.282 F_Flow: 112.612 F_Warp: 1.800 W: 3.922 D_real: 1.095 D_fake: 0.756 (epoch: 32, iters: 2600, time: 0.444) G_GAN: 1.341 G_GAN_Feat: 9.861 G_VGG: 4.644 F_Flow: 94.657 F_Warp: 1.357 W: 3.083 D_real: 0.930 D_fake: 0.723 (epoch: 32, iters: 2800, time: 0.450) G_GAN: 1.167 G_GAN_Feat: 9.768 G_VGG: 4.199 F_Flow: 88.863 F_Warp: 1.473 W: 3.418 D_real: 0.627 D_fake: 0.969 (epoch: 32, iters: 3000, time: 0.443) G_GAN: 1.975 G_GAN_Feat: 9.644 G_VGG: 4.002 F_Flow: 101.446 F_Warp: 1.722 W: 3.769 D_real: 1.318 D_fake: 0.477 saving the latest model (epoch 32, total_steps 313000) (epoch: 32, iters: 3200, time: 0.445) G_GAN: 0.733 G_GAN_Feat: 10.312 G_VGG: 4.338 F_Flow: 114.159 F_Warp: 1.561 W: 3.626 D_real: 0.365 D_fake: 1.384 (epoch: 32, iters: 3400, time: 0.450) G_GAN: 1.669 G_GAN_Feat: 10.135 G_VGG: 4.463 F_Flow: 85.363 F_Warp: 1.736 W: 3.773 D_real: 0.944 D_fake: 0.677 (epoch: 32, iters: 3600, time: 0.447) G_GAN: 1.494 G_GAN_Feat: 10.065 G_VGG: 4.691 F_Flow: 88.013 F_Warp: 1.754 W: 3.782 D_real: 0.840 D_fake: 0.736 (epoch: 32, iters: 3800, time: 0.442) G_GAN: 1.838 G_GAN_Feat: 9.720 G_VGG: 4.165 F_Flow: 105.264 F_Warp: 1.527 W: 3.427 D_real: 1.088 D_fake: 0.536 (epoch: 32, iters: 4000, time: 0.438) G_GAN: 2.292 G_GAN_Feat: 9.376 G_VGG: 4.240 F_Flow: 140.029 F_Warp: 1.479 W: 3.376 D_real: 1.637 D_fake: 0.143 saving the latest model (epoch 32, total_steps 314000) (epoch: 32, iters: 4200, time: 0.446) G_GAN: 2.176 G_GAN_Feat: 10.289 G_VGG: 4.318 F_Flow: 102.016 F_Warp: 1.625 W: 3.650 D_real: 1.367 D_fake: 0.093 (epoch: 32, iters: 4400, time: 0.443) G_GAN: 1.735 G_GAN_Feat: 10.506 G_VGG: 4.307 F_Flow: 81.390 F_Warp: 1.940 W: 3.724 D_real: 0.903 D_fake: 0.491 (epoch: 32, iters: 4600, time: 0.442) G_GAN: 1.565 G_GAN_Feat: 9.798 G_VGG: 4.359 F_Flow: 90.008 F_Warp: 1.522 W: 3.675 D_real: 0.864 D_fake: 0.734 (epoch: 32, iters: 4800, time: 0.443) G_GAN: 2.214 G_GAN_Feat: 9.901 G_VGG: 4.515 F_Flow: 101.900 F_Warp: 1.736 W: 3.831 D_real: 1.580 D_fake: 0.242 (epoch: 32, iters: 5000, time: 0.443) G_GAN: 1.131 G_GAN_Feat: 10.398 G_VGG: 4.225 F_Flow: 78.826 F_Warp: 1.716 W: 3.819 D_real: 0.449 D_fake: 1.087 saving the latest model (epoch 32, total_steps 315000) (epoch: 32, iters: 5200, time: 0.447) G_GAN: 1.081 G_GAN_Feat: 10.668 G_VGG: 4.463 F_Flow: 112.699 F_Warp: 1.616 W: 3.765 D_real: 0.504 D_fake: 1.121 (epoch: 32, iters: 5400, time: 0.448) G_GAN: 0.801 G_GAN_Feat: 10.854 G_VGG: 5.030 F_Flow: 98.646 F_Warp: 1.795 W: 3.782 D_real: 0.265 D_fake: 1.291 (epoch: 32, iters: 5600, time: 0.443) G_GAN: 0.778 G_GAN_Feat: 9.429 G_VGG: 4.041 F_Flow: 96.233 F_Warp: 1.508 W: 3.403 D_real: 0.340 D_fake: 1.177 (epoch: 32, iters: 5800, time: 0.441) G_GAN: 0.660 G_GAN_Feat: 10.336 G_VGG: 4.476 F_Flow: 108.714 F_Warp: 1.672 W: 3.740 D_real: 0.397 D_fake: 1.328 (epoch: 32, iters: 6000, time: 0.443) G_GAN: 1.845 G_GAN_Feat: 8.821 G_VGG: 4.297 F_Flow: 109.880 F_Warp: 1.586 W: 3.473 D_real: 1.087 D_fake: 0.610 saving the latest model (epoch 32, total_steps 316000) (epoch: 32, iters: 6200, time: 0.439) G_GAN: 0.642 G_GAN_Feat: 9.043 G_VGG: 3.960 F_Flow: 80.329 F_Warp: 1.369 W: 3.168 D_real: 0.486 D_fake: 1.288 (epoch: 32, iters: 6400, time: 0.441) G_GAN: 2.188 G_GAN_Feat: 9.643 G_VGG: 4.266 F_Flow: 110.956 F_Warp: 1.626 W: 3.864 D_real: 1.480 D_fake: 0.248 (epoch: 32, iters: 6600, time: 0.439) G_GAN: 1.454 G_GAN_Feat: 10.446 G_VGG: 4.079 F_Flow: 114.658 F_Warp: 1.807 W: 4.249 D_real: 0.620 D_fake: 1.001 (epoch: 32, iters: 6800, time: 0.441) G_GAN: 0.976 G_GAN_Feat: 9.630 G_VGG: 4.450 F_Flow: 121.449 F_Warp: 1.539 W: 3.500 D_real: 0.491 D_fake: 1.220 (epoch: 32, iters: 7000, time: 0.438) G_GAN: 1.780 G_GAN_Feat: 9.436 G_VGG: 4.018 F_Flow: 122.497 F_Warp: 1.542 W: 3.388 D_real: 1.202 D_fake: 0.322 saving the latest model (epoch 32, total_steps 317000) (epoch: 32, iters: 7200, time: 0.440) G_GAN: 1.343 G_GAN_Feat: 10.963 G_VGG: 4.085 F_Flow: 109.627 F_Warp: 2.034 W: 4.421 D_real: 0.875 D_fake: 0.772 (epoch: 32, iters: 7400, time: 0.444) G_GAN: 0.750 G_GAN_Feat: 10.670 G_VGG: 4.625 F_Flow: 91.847 F_Warp: 1.959 W: 4.382 D_real: 0.423 D_fake: 1.304 (epoch: 32, iters: 7600, time: 0.440) G_GAN: 1.245 G_GAN_Feat: 11.108 G_VGG: 4.911 F_Flow: 98.035 F_Warp: 2.177 W: 4.384 D_real: 0.641 D_fake: 0.946 (epoch: 32, iters: 7800, time: 0.440) G_GAN: 2.308 G_GAN_Feat: 8.814 G_VGG: 3.988 F_Flow: 101.678 F_Warp: 1.439 W: 3.203 D_real: 1.457 D_fake: 0.285 (epoch: 32, iters: 8000, time: 0.444) G_GAN: 1.996 G_GAN_Feat: 10.166 G_VGG: 4.336 F_Flow: 89.710 F_Warp: 1.587 W: 3.380 D_real: 1.246 D_fake: 0.438 saving the latest model (epoch 32, total_steps 318000) (epoch: 32, iters: 8200, time: 0.441) G_GAN: 0.689 G_GAN_Feat: 10.039 G_VGG: 4.221 F_Flow: 103.750 F_Warp: 1.648 W: 3.773 D_real: 0.207 D_fake: 1.449 (epoch: 32, iters: 8400, time: 0.441) G_GAN: 2.116 G_GAN_Feat: 9.821 G_VGG: 4.409 F_Flow: 99.760 F_Warp: 1.654 W: 3.400 D_real: 1.185 D_fake: 0.322 (epoch: 32, iters: 8600, time: 0.439) G_GAN: 1.970 G_GAN_Feat: 9.651 G_VGG: 4.240 F_Flow: 86.956 F_Warp: 1.546 W: 3.674 D_real: 1.445 D_fake: 0.411 (epoch: 32, iters: 8800, time: 0.443) G_GAN: 1.366 G_GAN_Feat: 9.874 G_VGG: 4.413 F_Flow: 96.750 F_Warp: 1.673 W: 3.865 D_real: 1.042 D_fake: 0.816 (epoch: 32, iters: 9000, time: 0.442) G_GAN: 0.752 G_GAN_Feat: 9.942 G_VGG: 4.674 F_Flow: 118.311 F_Warp: 1.717 W: 3.892 D_real: 0.186 D_fake: 1.646 saving the latest model (epoch 32, total_steps 319000) (epoch: 32, iters: 9200, time: 0.442) G_GAN: 2.009 G_GAN_Feat: 9.798 G_VGG: 4.338 F_Flow: 101.863 F_Warp: 1.667 W: 3.669 D_real: 1.435 D_fake: 0.463 (epoch: 32, iters: 9400, time: 0.445) G_GAN: 2.097 G_GAN_Feat: 9.888 G_VGG: 4.416 F_Flow: 73.975 F_Warp: 1.678 W: 3.501 D_real: 1.277 D_fake: 0.344 (epoch: 32, iters: 9600, time: 0.445) G_GAN: 1.894 G_GAN_Feat: 10.253 G_VGG: 4.352 F_Flow: 92.153 F_Warp: 1.937 W: 4.161 D_real: 1.286 D_fake: 0.436 (epoch: 32, iters: 9800, time: 0.442) G_GAN: 1.924 G_GAN_Feat: 10.116 G_VGG: 4.019 F_Flow: 92.387 F_Warp: 1.625 W: 3.671 D_real: 1.439 D_fake: 0.406 (epoch: 32, iters: 10000, time: 0.444) G_GAN: 0.723 G_GAN_Feat: 10.115 G_VGG: 4.270 F_Flow: 92.427 F_Warp: 1.820 W: 3.777 D_real: 0.257 D_fake: 1.535 saving the latest model (epoch 32, total_steps 320000) End of epoch 32 / 100 Time Taken: 4733 sec (epoch: 33, iters: 200, time: 0.462) G_GAN: 0.839 G_GAN_Feat: 9.948 G_VGG: 4.359 F_Flow: 114.046 F_Warp: 1.827 W: 3.855 D_real: 0.398 D_fake: 1.218 (epoch: 33, iters: 400, time: 0.454) G_GAN: 1.292 G_GAN_Feat: 9.889 G_VGG: 4.247 F_Flow: 98.880 F_Warp: 1.487 W: 3.478 D_real: 0.812 D_fake: 0.942 (epoch: 33, iters: 600, time: 0.453) G_GAN: 1.534 G_GAN_Feat: 11.376 G_VGG: 4.870 F_Flow: 118.241 F_Warp: 2.186 W: 4.242 D_real: 0.746 D_fake: 0.934 (epoch: 33, iters: 800, time: 0.450) G_GAN: 1.837 G_GAN_Feat: 9.940 G_VGG: 4.181 F_Flow: 95.843 F_Warp: 1.820 W: 4.090 D_real: 0.942 D_fake: 0.777 (epoch: 33, iters: 1000, time: 0.451) G_GAN: 2.096 G_GAN_Feat: 9.074 G_VGG: 4.015 F_Flow: 99.350 F_Warp: 1.639 W: 3.313 D_real: 1.475 D_fake: 0.405 saving the latest model (epoch 33, total_steps 321000) (epoch: 33, iters: 1200, time: 0.447) G_GAN: 2.234 G_GAN_Feat: 10.641 G_VGG: 4.595 F_Flow: 125.743 F_Warp: 1.822 W: 4.093 D_real: 1.269 D_fake: 0.253 (epoch: 33, iters: 1400, time: 0.451) G_GAN: 1.569 G_GAN_Feat: 9.862 G_VGG: 4.522 F_Flow: 92.256 F_Warp: 1.570 W: 3.427 D_real: 0.885 D_fake: 0.793 (epoch: 33, iters: 1600, time: 0.451) G_GAN: 1.448 G_GAN_Feat: 10.538 G_VGG: 4.441 F_Flow: 95.497 F_Warp: 1.985 W: 4.107 D_real: 0.695 D_fake: 1.121 (epoch: 33, iters: 1800, time: 0.450) G_GAN: 1.246 G_GAN_Feat: 10.920 G_VGG: 4.849 F_Flow: 101.415 F_Warp: 1.873 W: 4.168 D_real: 0.667 D_fake: 1.024 (epoch: 33, iters: 2000, time: 0.450) G_GAN: 1.660 G_GAN_Feat: 9.986 G_VGG: 4.261 F_Flow: 110.251 F_Warp: 1.907 W: 3.964 D_real: 1.167 D_fake: 0.574 saving the latest model (epoch 33, total_steps 322000) (epoch: 33, iters: 2200, time: 0.445) G_GAN: 2.152 G_GAN_Feat: 9.230 G_VGG: 4.032 F_Flow: 105.299 F_Warp: 1.406 W: 3.028 D_real: 1.545 D_fake: 0.310 (epoch: 33, iters: 2400, time: 0.449) G_GAN: 2.195 G_GAN_Feat: 9.915 G_VGG: 4.339 F_Flow: 95.706 F_Warp: 1.568 W: 3.410 D_real: 1.478 D_fake: 0.346 (epoch: 33, iters: 2600, time: 0.452) G_GAN: 1.496 G_GAN_Feat: 9.060 G_VGG: 4.001 F_Flow: 97.236 F_Warp: 1.569 W: 3.305 D_real: 1.148 D_fake: 0.651 (epoch: 33, iters: 2800, time: 0.448) G_GAN: 1.268 G_GAN_Feat: 9.357 G_VGG: 4.323 F_Flow: 131.876 F_Warp: 1.777 W: 3.577 D_real: 0.567 D_fake: 1.035 (epoch: 33, iters: 3000, time: 0.449) G_GAN: 1.340 G_GAN_Feat: 11.391 G_VGG: 4.405 F_Flow: 148.192 F_Warp: 2.144 W: 4.265 D_real: 0.473 D_fake: 0.949 saving the latest model (epoch 33, total_steps 323000) (epoch: 33, iters: 3200, time: 0.452) G_GAN: 1.624 G_GAN_Feat: 10.664 G_VGG: 5.158 F_Flow: 111.669 F_Warp: 1.970 W: 4.086 D_real: 0.746 D_fake: 0.679 (epoch: 33, iters: 3400, time: 0.450) G_GAN: 2.881 G_GAN_Feat: 10.101 G_VGG: 4.503 F_Flow: 102.692 F_Warp: 1.810 W: 3.767 D_real: 2.102 D_fake: 0.108 (epoch: 33, iters: 3600, time: 0.451) G_GAN: 1.990 G_GAN_Feat: 10.695 G_VGG: 4.518 F_Flow: 94.292 F_Warp: 1.699 W: 3.819 D_real: 1.319 D_fake: 0.339 (epoch: 33, iters: 3800, time: 0.451) G_GAN: 0.675 G_GAN_Feat: 9.936 G_VGG: 4.212 F_Flow: 109.946 F_Warp: 1.612 W: 3.789 D_real: 0.231 D_fake: 1.564 (epoch: 33, iters: 4000, time: 0.451) G_GAN: 0.626 G_GAN_Feat: 10.492 G_VGG: 4.601 F_Flow: 114.832 F_Warp: 1.658 W: 3.626 D_real: 0.404 D_fake: 1.234 saving the latest model (epoch 33, total_steps 324000) (epoch: 33, iters: 4200, time: 0.449) G_GAN: 1.932 G_GAN_Feat: 10.563 G_VGG: 4.471 F_Flow: 113.102 F_Warp: 1.875 W: 3.842 D_real: 1.019 D_fake: 0.424 (epoch: 33, iters: 4400, time: 0.463) G_GAN: 1.543 G_GAN_Feat: 9.715 G_VGG: 4.350 F_Flow: 109.060 F_Warp: 1.534 W: 3.391 D_real: 0.763 D_fake: 0.670 (epoch: 33, iters: 4600, time: 0.465) G_GAN: 2.386 G_GAN_Feat: 10.983 G_VGG: 4.703 F_Flow: 114.110 F_Warp: 2.055 W: 4.323 D_real: 1.418 D_fake: 0.236 (epoch: 33, iters: 4800, time: 0.456) G_GAN: 1.135 G_GAN_Feat: 10.464 G_VGG: 4.580 F_Flow: 106.970 F_Warp: 1.549 W: 3.633 D_real: 0.573 D_fake: 1.022 (epoch: 33, iters: 5000, time: 0.455) G_GAN: 0.872 G_GAN_Feat: 9.881 G_VGG: 4.108 F_Flow: 93.275 F_Warp: 1.389 W: 3.259 D_real: 0.550 D_fake: 1.163 saving the latest model (epoch 33, total_steps 325000) (epoch: 33, iters: 5200, time: 0.461) G_GAN: 1.197 G_GAN_Feat: 10.940 G_VGG: 4.576 F_Flow: 96.456 F_Warp: 1.949 W: 4.100 D_real: 0.765 D_fake: 1.016 (epoch: 33, iters: 5400, time: 0.457) G_GAN: 2.059 G_GAN_Feat: 9.289 G_VGG: 4.096 F_Flow: 97.881 F_Warp: 1.988 W: 4.319 D_real: 1.206 D_fake: 0.500 (epoch: 33, iters: 5600, time: 0.457) G_GAN: 1.938 G_GAN_Feat: 10.578 G_VGG: 4.340 F_Flow: 106.501 F_Warp: 1.994 W: 4.160 D_real: 1.370 D_fake: 0.481 (epoch: 33, iters: 5800, time: 0.459) G_GAN: 0.945 G_GAN_Feat: 10.322 G_VGG: 4.659 F_Flow: 101.153 F_Warp: 1.824 W: 3.961 D_real: 0.656 D_fake: 1.105 (epoch: 33, iters: 6000, time: 0.455) G_GAN: 2.237 G_GAN_Feat: 9.614 G_VGG: 4.273 F_Flow: 102.416 F_Warp: 1.563 W: 3.420 D_real: 1.712 D_fake: 0.296 saving the latest model (epoch 33, total_steps 326000) (epoch: 33, iters: 6200, time: 0.455) G_GAN: 1.581 G_GAN_Feat: 11.129 G_VGG: 4.599 F_Flow: 108.929 F_Warp: 2.238 W: 4.310 D_real: 0.529 D_fake: 0.816 (epoch: 33, iters: 6400, time: 0.451) G_GAN: 1.223 G_GAN_Feat: 9.828 G_VGG: 4.401 F_Flow: 95.123 F_Warp: 1.413 W: 3.183 D_real: 0.628 D_fake: 1.291 (epoch: 33, iters: 6600, time: 0.455) G_GAN: 1.194 G_GAN_Feat: 9.736 G_VGG: 4.218 F_Flow: 123.004 F_Warp: 1.575 W: 3.451 D_real: 0.593 D_fake: 0.949 (epoch: 33, iters: 6800, time: 0.451) G_GAN: 0.643 G_GAN_Feat: 10.682 G_VGG: 4.563 F_Flow: 117.309 F_Warp: 2.089 W: 4.096 D_real: 0.237 D_fake: 1.606 (epoch: 33, iters: 7000, time: 0.453) G_GAN: 1.492 G_GAN_Feat: 11.149 G_VGG: 4.390 F_Flow: 103.274 F_Warp: 1.694 W: 3.963 D_real: 0.857 D_fake: 0.797 saving the latest model (epoch 33, total_steps 327000) (epoch: 33, iters: 7200, time: 0.460) G_GAN: 0.893 G_GAN_Feat: 11.311 G_VGG: 4.920 F_Flow: 98.035 F_Warp: 1.938 W: 4.184 D_real: 0.321 D_fake: 1.295 (epoch: 33, iters: 7400, time: 0.459) G_GAN: 1.834 G_GAN_Feat: 9.586 G_VGG: 4.219 F_Flow: 103.622 F_Warp: 1.567 W: 3.570 D_real: 1.188 D_fake: 0.517 (epoch: 33, iters: 7600, time: 0.454) G_GAN: 0.866 G_GAN_Feat: 9.901 G_VGG: 4.500 F_Flow: 134.628 F_Warp: 1.994 W: 4.020 D_real: 0.184 D_fake: 1.404 (epoch: 33, iters: 7800, time: 0.454) G_GAN: 0.990 G_GAN_Feat: 9.250 G_VGG: 4.166 F_Flow: 95.665 F_Warp: 1.303 W: 3.256 D_real: 0.553 D_fake: 1.116 (epoch: 33, iters: 8000, time: 0.455) G_GAN: 1.135 G_GAN_Feat: 9.704 G_VGG: 4.150 F_Flow: 128.381 F_Warp: 1.365 W: 3.184 D_real: 0.583 D_fake: 0.992 saving the latest model (epoch 33, total_steps 328000) (epoch: 33, iters: 8200, time: 0.457) G_GAN: 1.918 G_GAN_Feat: 8.825 G_VGG: 4.089 F_Flow: 134.576 F_Warp: 1.459 W: 3.035 D_real: 1.185 D_fake: 0.374 (epoch: 33, iters: 8400, time: 0.459) G_GAN: 1.511 G_GAN_Feat: 11.588 G_VGG: 4.392 F_Flow: 82.297 F_Warp: 2.147 W: 4.416 D_real: 0.942 D_fake: 0.707 (epoch: 33, iters: 8600, time: 0.453) G_GAN: 0.701 G_GAN_Feat: 10.725 G_VGG: 4.813 F_Flow: 125.495 F_Warp: 1.919 W: 4.157 D_real: 0.200 D_fake: 1.392 (epoch: 33, iters: 8800, time: 0.454) G_GAN: 1.261 G_GAN_Feat: 9.912 G_VGG: 4.276 F_Flow: 113.842 F_Warp: 1.506 W: 3.327 D_real: 0.478 D_fake: 0.973 (epoch: 33, iters: 9000, time: 0.457) G_GAN: 0.907 G_GAN_Feat: 10.270 G_VGG: 4.686 F_Flow: 100.760 F_Warp: 1.796 W: 3.568 D_real: 0.272 D_fake: 1.501 saving the latest model (epoch 33, total_steps 329000) (epoch: 33, iters: 9200, time: 0.458) G_GAN: 1.570 G_GAN_Feat: 8.744 G_VGG: 4.183 F_Flow: 96.351 F_Warp: 1.562 W: 3.355 D_real: 0.837 D_fake: 0.693 (epoch: 33, iters: 9400, time: 0.455) G_GAN: 1.236 G_GAN_Feat: 9.224 G_VGG: 4.125 F_Flow: 91.344 F_Warp: 1.429 W: 3.060 D_real: 0.595 D_fake: 1.069 (epoch: 33, iters: 9600, time: 0.457) G_GAN: 1.793 G_GAN_Feat: 9.382 G_VGG: 4.314 F_Flow: 97.796 F_Warp: 1.679 W: 3.698 D_real: 1.112 D_fake: 0.532 (epoch: 33, iters: 9800, time: 0.452) G_GAN: 1.724 G_GAN_Feat: 9.432 G_VGG: 4.537 F_Flow: 101.722 F_Warp: 1.479 W: 3.195 D_real: 1.012 D_fake: 0.674 (epoch: 33, iters: 10000, time: 0.443) G_GAN: 2.138 G_GAN_Feat: 9.803 G_VGG: 4.377 F_Flow: 89.600 F_Warp: 1.757 W: 3.742 D_real: 1.160 D_fake: 0.372 saving the latest model (epoch 33, total_steps 330000) End of epoch 33 / 100 Time Taken: 4848 sec (epoch: 34, iters: 200, time: 0.456) G_GAN: 1.261 G_GAN_Feat: 9.775 G_VGG: 4.744 F_Flow: 80.944 F_Warp: 2.056 W: 3.851 D_real: 0.680 D_fake: 0.891 (epoch: 34, iters: 400, time: 0.453) G_GAN: 2.899 G_GAN_Feat: 9.994 G_VGG: 4.800 F_Flow: 107.949 F_Warp: 1.879 W: 3.912 D_real: 2.145 D_fake: 0.040 (epoch: 34, iters: 600, time: 0.452) G_GAN: 1.641 G_GAN_Feat: 9.454 G_VGG: 4.301 F_Flow: 101.947 F_Warp: 1.438 W: 3.259 D_real: 1.247 D_fake: 0.654 (epoch: 34, iters: 800, time: 0.450) G_GAN: 1.572 G_GAN_Feat: 11.367 G_VGG: 5.138 F_Flow: 93.985 F_Warp: 2.109 W: 4.340 D_real: 0.696 D_fake: 0.787 (epoch: 34, iters: 1000, time: 0.448) G_GAN: 1.223 G_GAN_Feat: 10.487 G_VGG: 4.454 F_Flow: 128.814 F_Warp: 1.918 W: 3.760 D_real: 0.361 D_fake: 1.172 saving the latest model (epoch 34, total_steps 331000) (epoch: 34, iters: 1200, time: 0.450) G_GAN: 2.665 G_GAN_Feat: 9.895 G_VGG: 4.574 F_Flow: 100.406 F_Warp: 1.761 W: 4.017 D_real: 1.934 D_fake: 0.104 (epoch: 34, iters: 1400, time: 0.457) G_GAN: 1.283 G_GAN_Feat: 9.352 G_VGG: 4.121 F_Flow: 106.438 F_Warp: 1.426 W: 3.174 D_real: 0.548 D_fake: 0.858 (epoch: 34, iters: 1600, time: 0.454) G_GAN: 2.517 G_GAN_Feat: 9.837 G_VGG: 4.137 F_Flow: 106.475 F_Warp: 1.816 W: 3.618 D_real: 1.451 D_fake: 0.147 (epoch: 34, iters: 1800, time: 0.452) G_GAN: 1.655 G_GAN_Feat: 9.945 G_VGG: 4.660 F_Flow: 88.373 F_Warp: 1.750 W: 3.867 D_real: 0.833 D_fake: 0.755 (epoch: 34, iters: 2000, time: 0.448) G_GAN: 0.895 G_GAN_Feat: 10.756 G_VGG: 4.359 F_Flow: 120.932 F_Warp: 1.939 W: 3.876 D_real: 0.470 D_fake: 1.224 saving the latest model (epoch 34, total_steps 332000) (epoch: 34, iters: 2200, time: 0.448) G_GAN: 1.878 G_GAN_Feat: 9.265 G_VGG: 4.284 F_Flow: 125.510 F_Warp: 1.530 W: 3.386 D_real: 1.089 D_fake: 0.541 (epoch: 34, iters: 2400, time: 0.451) G_GAN: 1.086 G_GAN_Feat: 9.828 G_VGG: 4.022 F_Flow: 137.703 F_Warp: 1.605 W: 3.524 D_real: 0.561 D_fake: 1.282 (epoch: 34, iters: 2600, time: 0.452) G_GAN: 1.476 G_GAN_Feat: 10.088 G_VGG: 4.832 F_Flow: 105.086 F_Warp: 1.693 W: 3.634 D_real: 0.878 D_fake: 0.770 (epoch: 34, iters: 2800, time: 0.456) G_GAN: 1.558 G_GAN_Feat: 9.924 G_VGG: 4.337 F_Flow: 96.209 F_Warp: 1.491 W: 3.476 D_real: 0.815 D_fake: 0.772 (epoch: 34, iters: 3000, time: 0.449) G_GAN: 1.627 G_GAN_Feat: 9.531 G_VGG: 4.209 F_Flow: 91.831 F_Warp: 1.888 W: 3.790 D_real: 0.913 D_fake: 0.782 saving the latest model (epoch 34, total_steps 333000) (epoch: 34, iters: 3200, time: 0.446) G_GAN: 0.993 G_GAN_Feat: 10.046 G_VGG: 4.163 F_Flow: 125.189 F_Warp: 1.655 W: 3.816 D_real: 0.451 D_fake: 1.002 (epoch: 34, iters: 3400, time: 0.452) G_GAN: 1.767 G_GAN_Feat: 9.854 G_VGG: 4.274 F_Flow: 93.783 F_Warp: 1.629 W: 3.558 D_real: 1.328 D_fake: 0.369 (epoch: 34, iters: 3600, time: 0.448) G_GAN: 1.798 G_GAN_Feat: 9.323 G_VGG: 4.098 F_Flow: 81.554 F_Warp: 1.441 W: 3.313 D_real: 1.041 D_fake: 0.558 (epoch: 34, iters: 3800, time: 0.445) G_GAN: 1.278 G_GAN_Feat: 9.731 G_VGG: 4.013 F_Flow: 107.189 F_Warp: 1.694 W: 3.644 D_real: 0.680 D_fake: 0.886 (epoch: 34, iters: 4000, time: 0.447) G_GAN: 1.035 G_GAN_Feat: 9.955 G_VGG: 4.346 F_Flow: 84.757 F_Warp: 1.408 W: 2.880 D_real: 0.708 D_fake: 1.483 saving the latest model (epoch 34, total_steps 334000) (epoch: 34, iters: 4200, time: 0.453) G_GAN: 1.874 G_GAN_Feat: 9.281 G_VGG: 4.161 F_Flow: 99.844 F_Warp: 1.476 W: 3.424 D_real: 1.322 D_fake: 0.535 (epoch: 34, iters: 4400, time: 0.451) G_GAN: 0.709 G_GAN_Feat: 10.281 G_VGG: 4.484 F_Flow: 104.653 F_Warp: 1.628 W: 3.404 D_real: 0.114 D_fake: 1.459 (epoch: 34, iters: 4600, time: 0.450) G_GAN: 0.901 G_GAN_Feat: 9.584 G_VGG: 4.580 F_Flow: 95.412 F_Warp: 1.773 W: 3.654 D_real: 0.398 D_fake: 1.294 (epoch: 34, iters: 4800, time: 0.457) G_GAN: 1.486 G_GAN_Feat: 9.767 G_VGG: 4.161 F_Flow: 88.564 F_Warp: 1.536 W: 3.319 D_real: 0.762 D_fake: 0.754 (epoch: 34, iters: 5000, time: 0.453) G_GAN: 2.279 G_GAN_Feat: 8.983 G_VGG: 4.174 F_Flow: 95.555 F_Warp: 1.338 W: 3.227 D_real: 1.484 D_fake: 0.107 saving the latest model (epoch 34, total_steps 335000) (epoch: 34, iters: 5200, time: 0.450) G_GAN: 1.129 G_GAN_Feat: 10.866 G_VGG: 5.001 F_Flow: 124.156 F_Warp: 2.084 W: 4.217 D_real: 0.618 D_fake: 0.880 (epoch: 34, iters: 5400, time: 0.453) G_GAN: 1.900 G_GAN_Feat: 9.448 G_VGG: 4.120 F_Flow: 78.821 F_Warp: 1.489 W: 3.384 D_real: 1.450 D_fake: 0.435 (epoch: 34, iters: 5600, time: 0.446) G_GAN: 2.704 G_GAN_Feat: 9.491 G_VGG: 4.284 F_Flow: 99.636 F_Warp: 1.436 W: 3.277 D_real: 1.879 D_fake: 0.042 (epoch: 34, iters: 5800, time: 0.448) G_GAN: 1.397 G_GAN_Feat: 10.196 G_VGG: 4.116 F_Flow: 117.395 F_Warp: 1.566 W: 3.477 D_real: 0.926 D_fake: 0.871 (epoch: 34, iters: 6000, time: 0.453) G_GAN: 0.982 G_GAN_Feat: 9.797 G_VGG: 4.239 F_Flow: 125.826 F_Warp: 1.793 W: 3.869 D_real: 0.223 D_fake: 1.158 saving the latest model (epoch 34, total_steps 336000) (epoch: 34, iters: 6200, time: 0.449) G_GAN: 1.163 G_GAN_Feat: 10.227 G_VGG: 4.258 F_Flow: 75.647 F_Warp: 1.740 W: 3.677 D_real: 0.567 D_fake: 1.220 (epoch: 34, iters: 6400, time: 0.446) G_GAN: 1.206 G_GAN_Feat: 11.393 G_VGG: 4.884 F_Flow: 117.642 F_Warp: 2.156 W: 4.556 D_real: 0.629 D_fake: 1.135 (epoch: 34, iters: 6600, time: 0.452) G_GAN: 1.881 G_GAN_Feat: 9.989 G_VGG: 4.281 F_Flow: 105.192 F_Warp: 1.919 W: 4.173 D_real: 1.273 D_fake: 0.458 (epoch: 34, iters: 6800, time: 0.452) G_GAN: 1.153 G_GAN_Feat: 9.918 G_VGG: 4.311 F_Flow: 109.219 F_Warp: 1.588 W: 3.620 D_real: 0.540 D_fake: 1.268 (epoch: 34, iters: 7000, time: 0.448) G_GAN: 1.113 G_GAN_Feat: 9.324 G_VGG: 4.132 F_Flow: 88.358 F_Warp: 1.465 W: 2.995 D_real: 0.567 D_fake: 1.008 saving the latest model (epoch 34, total_steps 337000) (epoch: 34, iters: 7200, time: 0.451) G_GAN: 2.447 G_GAN_Feat: 9.598 G_VGG: 4.700 F_Flow: 88.959 F_Warp: 1.694 W: 3.632 D_real: 1.723 D_fake: 0.165 (epoch: 34, iters: 7400, time: 0.449) G_GAN: 1.639 G_GAN_Feat: 10.028 G_VGG: 4.274 F_Flow: 81.073 F_Warp: 1.859 W: 4.154 D_real: 1.019 D_fake: 0.618 (epoch: 34, iters: 7600, time: 0.442) G_GAN: 1.163 G_GAN_Feat: 10.934 G_VGG: 4.944 F_Flow: 105.347 F_Warp: 1.962 W: 4.204 D_real: 0.582 D_fake: 1.045 (epoch: 34, iters: 7800, time: 0.447) G_GAN: 1.567 G_GAN_Feat: 9.735 G_VGG: 4.378 F_Flow: 108.207 F_Warp: 1.915 W: 3.818 D_real: 1.091 D_fake: 0.725 (epoch: 34, iters: 8000, time: 0.451) G_GAN: 1.232 G_GAN_Feat: 9.950 G_VGG: 4.445 F_Flow: 109.314 F_Warp: 1.686 W: 3.692 D_real: 0.573 D_fake: 1.227 saving the latest model (epoch 34, total_steps 338000) (epoch: 34, iters: 8200, time: 0.448) G_GAN: 1.396 G_GAN_Feat: 10.229 G_VGG: 4.620 F_Flow: 119.555 F_Warp: 1.760 W: 3.652 D_real: 0.561 D_fake: 1.094 (epoch: 34, iters: 8400, time: 0.449) G_GAN: 1.947 G_GAN_Feat: 10.527 G_VGG: 5.095 F_Flow: 98.616 F_Warp: 1.983 W: 3.887 D_real: 1.354 D_fake: 0.440 (epoch: 34, iters: 8600, time: 0.450) G_GAN: 1.594 G_GAN_Feat: 10.831 G_VGG: 4.834 F_Flow: 88.304 F_Warp: 1.747 W: 3.793 D_real: 0.949 D_fake: 0.661 (epoch: 34, iters: 8800, time: 0.448) G_GAN: 1.006 G_GAN_Feat: 10.773 G_VGG: 4.045 F_Flow: 97.406 F_Warp: 2.087 W: 4.332 D_real: 0.580 D_fake: 1.112 (epoch: 34, iters: 9000, time: 0.447) G_GAN: 1.638 G_GAN_Feat: 9.789 G_VGG: 3.956 F_Flow: 88.088 F_Warp: 1.637 W: 3.774 D_real: 0.889 D_fake: 0.506 saving the latest model (epoch 34, total_steps 339000) (epoch: 34, iters: 9200, time: 0.450) G_GAN: 1.065 G_GAN_Feat: 9.176 G_VGG: 3.645 F_Flow: 98.713 F_Warp: 1.502 W: 3.499 D_real: 0.722 D_fake: 0.899 (epoch: 34, iters: 9400, time: 0.445) G_GAN: 0.981 G_GAN_Feat: 10.263 G_VGG: 4.489 F_Flow: 100.885 F_Warp: 1.521 W: 3.383 D_real: 0.512 D_fake: 1.151 (epoch: 34, iters: 9600, time: 0.445) G_GAN: 1.506 G_GAN_Feat: 9.238 G_VGG: 3.970 F_Flow: 94.461 F_Warp: 1.438 W: 3.338 D_real: 0.928 D_fake: 0.709 (epoch: 34, iters: 9800, time: 0.443) G_GAN: 1.248 G_GAN_Feat: 9.824 G_VGG: 4.261 F_Flow: 114.042 F_Warp: 1.611 W: 3.466 D_real: 0.591 D_fake: 0.851 (epoch: 34, iters: 10000, time: 0.442) G_GAN: 1.703 G_GAN_Feat: 9.292 G_VGG: 4.451 F_Flow: 94.759 F_Warp: 1.600 W: 3.411 D_real: 1.025 D_fake: 0.637 saving the latest model (epoch 34, total_steps 340000) End of epoch 34 / 100 Time Taken: 4825 sec (epoch: 35, iters: 200, time: 0.462) G_GAN: 1.515 G_GAN_Feat: 10.286 G_VGG: 4.387 F_Flow: 112.493 F_Warp: 1.652 W: 3.337 D_real: 0.588 D_fake: 1.102 (epoch: 35, iters: 400, time: 0.459) G_GAN: 1.745 G_GAN_Feat: 8.864 G_VGG: 4.084 F_Flow: 64.722 F_Warp: 1.336 W: 2.925 D_real: 1.065 D_fake: 0.172 (epoch: 35, iters: 600, time: 0.456) G_GAN: 1.422 G_GAN_Feat: 11.002 G_VGG: 4.916 F_Flow: 93.467 F_Warp: 2.007 W: 4.198 D_real: 0.573 D_fake: 0.878 (epoch: 35, iters: 800, time: 0.454) G_GAN: 1.843 G_GAN_Feat: 9.584 G_VGG: 4.197 F_Flow: 108.179 F_Warp: 1.533 W: 3.519 D_real: 1.187 D_fake: 0.331 (epoch: 35, iters: 1000, time: 0.454) G_GAN: 0.891 G_GAN_Feat: 9.894 G_VGG: 4.518 F_Flow: 105.250 F_Warp: 1.495 W: 3.398 D_real: 0.479 D_fake: 1.409 saving the latest model (epoch 35, total_steps 341000) (epoch: 35, iters: 1200, time: 0.452) G_GAN: 0.537 G_GAN_Feat: 9.935 G_VGG: 4.561 F_Flow: 89.012 F_Warp: 1.715 W: 3.394 D_real: 0.137 D_fake: 1.787 (epoch: 35, iters: 1400, time: 0.450) G_GAN: 2.359 G_GAN_Feat: 9.113 G_VGG: 4.109 F_Flow: 82.924 F_Warp: 1.369 W: 3.337 D_real: 1.754 D_fake: 0.395 (epoch: 35, iters: 1600, time: 0.456) G_GAN: 2.022 G_GAN_Feat: 11.848 G_VGG: 4.615 F_Flow: 111.102 F_Warp: 1.964 W: 4.019 D_real: 1.217 D_fake: 0.367 (epoch: 35, iters: 1800, time: 0.453) G_GAN: 1.536 G_GAN_Feat: 9.171 G_VGG: 4.090 F_Flow: 93.124 F_Warp: 1.506 W: 3.035 D_real: 0.922 D_fake: 0.737 (epoch: 35, iters: 2000, time: 0.449) G_GAN: 2.855 G_GAN_Feat: 10.355 G_VGG: 4.505 F_Flow: 101.956 F_Warp: 1.894 W: 3.744 D_real: 1.900 D_fake: 0.031 saving the latest model (epoch 35, total_steps 342000) (epoch: 35, iters: 2200, time: 0.452) G_GAN: 1.197 G_GAN_Feat: 9.656 G_VGG: 4.165 F_Flow: 105.417 F_Warp: 1.665 W: 3.669 D_real: 0.685 D_fake: 1.030 (epoch: 35, iters: 2400, time: 0.453) G_GAN: 1.168 G_GAN_Feat: 10.172 G_VGG: 4.391 F_Flow: 120.492 F_Warp: 1.788 W: 3.752 D_real: 0.410 D_fake: 1.304 (epoch: 35, iters: 2600, time: 0.452) G_GAN: 0.768 G_GAN_Feat: 9.132 G_VGG: 4.509 F_Flow: 96.933 F_Warp: 1.473 W: 3.432 D_real: 0.507 D_fake: 1.265 (epoch: 35, iters: 2800, time: 0.450) G_GAN: 1.351 G_GAN_Feat: 9.444 G_VGG: 4.244 F_Flow: 88.146 F_Warp: 1.564 W: 3.504 D_real: 1.227 D_fake: 0.765 (epoch: 35, iters: 3000, time: 0.455) G_GAN: 1.746 G_GAN_Feat: 9.925 G_VGG: 4.707 F_Flow: 119.388 F_Warp: 1.825 W: 3.603 D_real: 1.079 D_fake: 0.602 saving the latest model (epoch 35, total_steps 343000) (epoch: 35, iters: 3200, time: 0.456) G_GAN: 1.074 G_GAN_Feat: 10.736 G_VGG: 4.224 F_Flow: 107.963 F_Warp: 2.214 W: 4.421 D_real: 0.428 D_fake: 1.142 (epoch: 35, iters: 3400, time: 0.454) G_GAN: 1.586 G_GAN_Feat: 9.954 G_VGG: 4.317 F_Flow: 92.184 F_Warp: 1.819 W: 4.009 D_real: 0.966 D_fake: 0.647 (epoch: 35, iters: 3600, time: 0.455) G_GAN: 1.802 G_GAN_Feat: 10.287 G_VGG: 4.870 F_Flow: 115.007 F_Warp: 1.852 W: 3.808 D_real: 0.812 D_fake: 0.713 (epoch: 35, iters: 3800, time: 0.454) G_GAN: 2.215 G_GAN_Feat: 10.682 G_VGG: 4.526 F_Flow: 99.851 F_Warp: 2.162 W: 3.919 D_real: 1.578 D_fake: 0.147 (epoch: 35, iters: 4000, time: 0.453) G_GAN: 0.991 G_GAN_Feat: 10.516 G_VGG: 4.148 F_Flow: 111.621 F_Warp: 1.780 W: 3.520 D_real: 0.438 D_fake: 1.310 saving the latest model (epoch 35, total_steps 344000) (epoch: 35, iters: 4200, time: 0.453) G_GAN: 1.614 G_GAN_Feat: 10.429 G_VGG: 4.547 F_Flow: 98.912 F_Warp: 1.669 W: 3.493 D_real: 0.417 D_fake: 0.830 (epoch: 35, iters: 4400, time: 0.452) G_GAN: 1.136 G_GAN_Feat: 9.948 G_VGG: 4.560 F_Flow: 116.868 F_Warp: 1.831 W: 3.903 D_real: 0.646 D_fake: 1.150 (epoch: 35, iters: 4600, time: 0.450) G_GAN: 2.209 G_GAN_Feat: 9.136 G_VGG: 4.094 F_Flow: 86.410 F_Warp: 1.450 W: 3.254 D_real: 1.656 D_fake: 0.130 (epoch: 35, iters: 4800, time: 0.452) G_GAN: 1.932 G_GAN_Feat: 10.254 G_VGG: 4.404 F_Flow: 93.322 F_Warp: 1.919 W: 4.060 D_real: 0.817 D_fake: 0.460 (epoch: 35, iters: 5000, time: 0.461) G_GAN: 1.566 G_GAN_Feat: 10.278 G_VGG: 4.611 F_Flow: 134.416 F_Warp: 1.964 W: 4.009 D_real: 0.934 D_fake: 0.556 saving the latest model (epoch 35, total_steps 345000) (epoch: 35, iters: 5200, time: 0.459) G_GAN: 1.520 G_GAN_Feat: 10.060 G_VGG: 4.458 F_Flow: 98.549 F_Warp: 1.763 W: 3.607 D_real: 0.898 D_fake: 0.737 (epoch: 35, iters: 5400, time: 0.455) G_GAN: 1.245 G_GAN_Feat: 10.233 G_VGG: 4.482 F_Flow: 111.326 F_Warp: 1.506 W: 3.339 D_real: 0.559 D_fake: 1.010 (epoch: 35, iters: 5600, time: 0.457) G_GAN: 1.296 G_GAN_Feat: 10.123 G_VGG: 4.532 F_Flow: 115.402 F_Warp: 1.618 W: 3.511 D_real: 0.615 D_fake: 1.001 (epoch: 35, iters: 5800, time: 0.457) G_GAN: 1.472 G_GAN_Feat: 10.056 G_VGG: 4.068 F_Flow: 97.834 F_Warp: 2.011 W: 3.844 D_real: 0.945 D_fake: 0.616 (epoch: 35, iters: 6000, time: 0.456) G_GAN: 0.728 G_GAN_Feat: 10.092 G_VGG: 4.342 F_Flow: 124.447 F_Warp: 1.686 W: 3.752 D_real: 0.357 D_fake: 1.612 saving the latest model (epoch 35, total_steps 346000) (epoch: 35, iters: 6200, time: 0.454) G_GAN: 1.610 G_GAN_Feat: 9.749 G_VGG: 4.153 F_Flow: 139.617 F_Warp: 1.866 W: 3.846 D_real: 1.321 D_fake: 0.446 (epoch: 35, iters: 6400, time: 0.458) G_GAN: 1.842 G_GAN_Feat: 9.377 G_VGG: 4.448 F_Flow: 114.650 F_Warp: 1.684 W: 3.576 D_real: 0.763 D_fake: 0.675 (epoch: 35, iters: 6600, time: 0.457) G_GAN: 1.707 G_GAN_Feat: 10.527 G_VGG: 4.721 F_Flow: 105.133 F_Warp: 1.939 W: 4.048 D_real: 0.777 D_fake: 0.650 (epoch: 35, iters: 6800, time: 0.454) G_GAN: 1.289 G_GAN_Feat: 9.602 G_VGG: 4.088 F_Flow: 97.172 F_Warp: 1.444 W: 3.305 D_real: 0.833 D_fake: 0.752 (epoch: 35, iters: 7000, time: 0.456) G_GAN: 2.270 G_GAN_Feat: 8.936 G_VGG: 4.398 F_Flow: 119.067 F_Warp: 1.539 W: 3.280 D_real: 1.347 D_fake: 0.296 saving the latest model (epoch 35, total_steps 347000) (epoch: 35, iters: 7200, time: 0.458) G_GAN: 1.576 G_GAN_Feat: 9.819 G_VGG: 4.339 F_Flow: 90.381 F_Warp: 1.476 W: 3.436 D_real: 0.870 D_fake: 0.734 (epoch: 35, iters: 7400, time: 0.456) G_GAN: 1.784 G_GAN_Feat: 10.813 G_VGG: 4.437 F_Flow: 99.523 F_Warp: 2.440 W: 4.315 D_real: 0.689 D_fake: 0.639 (epoch: 35, iters: 7600, time: 0.458) G_GAN: 1.687 G_GAN_Feat: 10.431 G_VGG: 4.536 F_Flow: 119.699 F_Warp: 1.664 W: 3.632 D_real: 1.071 D_fake: 0.568 (epoch: 35, iters: 7800, time: 0.455) G_GAN: 1.735 G_GAN_Feat: 10.917 G_VGG: 5.272 F_Flow: 100.718 F_Warp: 2.034 W: 4.245 D_real: 0.744 D_fake: 0.709 (epoch: 35, iters: 8000, time: 0.455) G_GAN: 1.842 G_GAN_Feat: 10.198 G_VGG: 4.493 F_Flow: 68.032 F_Warp: 2.058 W: 3.871 D_real: 0.546 D_fake: 0.514 saving the latest model (epoch 35, total_steps 348000) (epoch: 35, iters: 8200, time: 0.462) G_GAN: 1.279 G_GAN_Feat: 10.463 G_VGG: 4.234 F_Flow: 121.868 F_Warp: 1.632 W: 3.670 D_real: 0.659 D_fake: 1.011 (epoch: 35, iters: 8400, time: 0.454) G_GAN: 1.992 G_GAN_Feat: 10.184 G_VGG: 4.507 F_Flow: 128.665 F_Warp: 1.715 W: 3.832 D_real: 0.881 D_fake: 0.360 (epoch: 35, iters: 8600, time: 0.454) G_GAN: 1.805 G_GAN_Feat: 9.313 G_VGG: 4.083 F_Flow: 122.641 F_Warp: 1.600 W: 3.183 D_real: 1.205 D_fake: 0.409 (epoch: 35, iters: 8800, time: 0.458) G_GAN: 1.518 G_GAN_Feat: 9.715 G_VGG: 4.700 F_Flow: 114.589 F_Warp: 1.582 W: 3.645 D_real: 0.881 D_fake: 0.741 (epoch: 35, iters: 9000, time: 0.452) G_GAN: 1.356 G_GAN_Feat: 9.111 G_VGG: 4.045 F_Flow: 102.144 F_Warp: 1.266 W: 2.804 D_real: 1.038 D_fake: 0.620 saving the latest model (epoch 35, total_steps 349000) (epoch: 35, iters: 9200, time: 0.454) G_GAN: 0.883 G_GAN_Feat: 9.081 G_VGG: 3.996 F_Flow: 117.345 F_Warp: 1.527 W: 3.411 D_real: 0.573 D_fake: 1.455 (epoch: 35, iters: 9400, time: 0.456) G_GAN: 1.464 G_GAN_Feat: 8.724 G_VGG: 3.980 F_Flow: 93.024 F_Warp: 1.480 W: 3.103 D_real: 1.182 D_fake: 0.900 (epoch: 35, iters: 9600, time: 0.455) G_GAN: 1.101 G_GAN_Feat: 9.878 G_VGG: 4.282 F_Flow: 98.712 F_Warp: 1.857 W: 3.846 D_real: 0.406 D_fake: 1.123 (epoch: 35, iters: 9800, time: 0.456) G_GAN: 0.964 G_GAN_Feat: 9.340 G_VGG: 3.980 F_Flow: 107.848 F_Warp: 1.500 W: 3.365 D_real: 0.530 D_fake: 1.353 (epoch: 35, iters: 10000, time: 0.457) G_GAN: 1.504 G_GAN_Feat: 9.569 G_VGG: 4.044 F_Flow: 126.306 F_Warp: 1.542 W: 3.429 D_real: 0.971 D_fake: 0.955 saving the latest model (epoch 35, total_steps 350000) End of epoch 35 / 100 Time Taken: 4891 sec saving the model at the end of epoch 35, iters 350000 (epoch: 36, iters: 200, time: 0.452) G_GAN: 1.969 G_GAN_Feat: 10.918 G_VGG: 4.375 F_Flow: 78.266 F_Warp: 1.808 W: 4.377 D_real: 1.539 D_fake: 0.379 (epoch: 36, iters: 400, time: 0.443) G_GAN: 0.967 G_GAN_Feat: 9.710 G_VGG: 3.952 F_Flow: 112.693 F_Warp: 1.869 W: 3.949 D_real: 0.464 D_fake: 1.191 (epoch: 36, iters: 600, time: 0.449) G_GAN: 1.674 G_GAN_Feat: 9.861 G_VGG: 4.187 F_Flow: 93.977 F_Warp: 1.504 W: 3.348 D_real: 1.192 D_fake: 0.630 (epoch: 36, iters: 800, time: 0.449) G_GAN: 1.164 G_GAN_Feat: 10.309 G_VGG: 4.445 F_Flow: 100.032 F_Warp: 1.754 W: 3.628 D_real: 0.531 D_fake: 1.048 (epoch: 36, iters: 1000, time: 0.440) G_GAN: 1.235 G_GAN_Feat: 8.439 G_VGG: 4.201 F_Flow: 105.064 F_Warp: 1.387 W: 2.989 D_real: 0.855 D_fake: 0.829 saving the latest model (epoch 36, total_steps 351000) (epoch: 36, iters: 1200, time: 0.443) G_GAN: 0.888 G_GAN_Feat: 9.469 G_VGG: 4.445 F_Flow: 99.204 F_Warp: 1.411 W: 3.095 D_real: 0.614 D_fake: 1.071 (epoch: 36, iters: 1400, time: 0.452) G_GAN: 1.823 G_GAN_Feat: 9.504 G_VGG: 4.152 F_Flow: 103.835 F_Warp: 1.825 W: 3.656 D_real: 1.270 D_fake: 0.535 (epoch: 36, iters: 1600, time: 0.444) G_GAN: 1.993 G_GAN_Feat: 10.835 G_VGG: 4.747 F_Flow: 137.831 F_Warp: 1.894 W: 3.932 D_real: 1.169 D_fake: 0.368 (epoch: 36, iters: 1800, time: 0.444) G_GAN: 1.791 G_GAN_Feat: 10.731 G_VGG: 4.580 F_Flow: 78.849 F_Warp: 1.873 W: 3.818 D_real: 1.415 D_fake: 0.516 (epoch: 36, iters: 2000, time: 0.442) G_GAN: 1.456 G_GAN_Feat: 10.573 G_VGG: 4.362 F_Flow: 133.746 F_Warp: 1.872 W: 3.762 D_real: 0.968 D_fake: 0.656 saving the latest model (epoch 36, total_steps 352000) (epoch: 36, iters: 2200, time: 0.447) G_GAN: 1.756 G_GAN_Feat: 8.647 G_VGG: 3.938 F_Flow: 88.665 F_Warp: 1.246 W: 2.953 D_real: 1.234 D_fake: 0.500 (epoch: 36, iters: 2400, time: 0.446) G_GAN: 1.409 G_GAN_Feat: 9.511 G_VGG: 4.118 F_Flow: 100.901 F_Warp: 1.567 W: 3.515 D_real: 1.262 D_fake: 0.716 (epoch: 36, iters: 2600, time: 0.454) G_GAN: 1.153 G_GAN_Feat: 10.668 G_VGG: 4.692 F_Flow: 158.198 F_Warp: 2.082 W: 3.859 D_real: 0.438 D_fake: 1.242 (epoch: 36, iters: 2800, time: 0.447) G_GAN: 1.371 G_GAN_Feat: 12.175 G_VGG: 4.547 F_Flow: 88.093 F_Warp: 2.345 W: 4.540 D_real: 0.479 D_fake: 1.143 (epoch: 36, iters: 3000, time: 0.448) G_GAN: 1.780 G_GAN_Feat: 10.297 G_VGG: 4.324 F_Flow: 121.043 F_Warp: 1.858 W: 3.780 D_real: 1.181 D_fake: 0.403 saving the latest model (epoch 36, total_steps 353000) (epoch: 36, iters: 3200, time: 0.447) G_GAN: 2.280 G_GAN_Feat: 10.340 G_VGG: 4.575 F_Flow: 104.355 F_Warp: 1.750 W: 3.794 D_real: 1.505 D_fake: 0.188 (epoch: 36, iters: 3400, time: 0.444) G_GAN: 2.336 G_GAN_Feat: 10.928 G_VGG: 4.431 F_Flow: 113.823 F_Warp: 2.010 W: 4.017 D_real: 1.300 D_fake: 0.296 (epoch: 36, iters: 3600, time: 0.449) G_GAN: 1.739 G_GAN_Feat: 10.608 G_VGG: 4.661 F_Flow: 98.352 F_Warp: 1.929 W: 4.064 D_real: 0.936 D_fake: 0.607 (epoch: 36, iters: 3800, time: 0.447) G_GAN: 1.029 G_GAN_Feat: 9.560 G_VGG: 4.291 F_Flow: 130.697 F_Warp: 1.862 W: 3.763 D_real: 0.656 D_fake: 1.013 (epoch: 36, iters: 4000, time: 0.452) G_GAN: 0.833 G_GAN_Feat: 9.050 G_VGG: 4.052 F_Flow: 112.301 F_Warp: 1.559 W: 3.351 D_real: 0.490 D_fake: 1.250 saving the latest model (epoch 36, total_steps 354000) (epoch: 36, iters: 4200, time: 0.451) G_GAN: 1.227 G_GAN_Feat: 9.429 G_VGG: 4.077 F_Flow: 116.273 F_Warp: 1.367 W: 2.997 D_real: 0.380 D_fake: 1.048 (epoch: 36, iters: 4400, time: 0.445) G_GAN: 1.234 G_GAN_Feat: 9.390 G_VGG: 4.101 F_Flow: 112.760 F_Warp: 1.491 W: 3.291 D_real: 0.826 D_fake: 0.819 (epoch: 36, iters: 4600, time: 0.446) G_GAN: 1.653 G_GAN_Feat: 9.667 G_VGG: 4.249 F_Flow: 116.457 F_Warp: 1.665 W: 3.768 D_real: 1.053 D_fake: 0.618 (epoch: 36, iters: 4800, time: 0.446) G_GAN: 1.994 G_GAN_Feat: 9.778 G_VGG: 4.344 F_Flow: 112.997 F_Warp: 1.734 W: 3.667 D_real: 1.047 D_fake: 0.480 (epoch: 36, iters: 5000, time: 0.446) G_GAN: 1.561 G_GAN_Feat: 10.436 G_VGG: 4.237 F_Flow: 108.348 F_Warp: 1.914 W: 4.042 D_real: 1.081 D_fake: 0.641 saving the latest model (epoch 36, total_steps 355000) (epoch: 36, iters: 5200, time: 0.447) G_GAN: 1.371 G_GAN_Feat: 10.142 G_VGG: 4.325 F_Flow: 105.453 F_Warp: 1.681 W: 3.723 D_real: 0.745 D_fake: 0.744 (epoch: 36, iters: 5400, time: 0.445) G_GAN: 2.127 G_GAN_Feat: 9.911 G_VGG: 4.521 F_Flow: 118.346 F_Warp: 1.640 W: 3.462 D_real: 1.184 D_fake: 0.351 (epoch: 36, iters: 5600, time: 0.446) G_GAN: 1.830 G_GAN_Feat: 9.781 G_VGG: 4.449 F_Flow: 104.810 F_Warp: 1.631 W: 3.792 D_real: 1.257 D_fake: 0.437 (epoch: 36, iters: 5800, time: 0.451) G_GAN: 1.752 G_GAN_Feat: 10.425 G_VGG: 4.259 F_Flow: 99.660 F_Warp: 1.955 W: 3.957 D_real: 1.116 D_fake: 0.584 (epoch: 36, iters: 6000, time: 0.445) G_GAN: 1.792 G_GAN_Feat: 10.006 G_VGG: 4.587 F_Flow: 89.679 F_Warp: 1.546 W: 3.561 D_real: 1.071 D_fake: 0.512 saving the latest model (epoch 36, total_steps 356000) (epoch: 36, iters: 6200, time: 0.445) G_GAN: 2.167 G_GAN_Feat: 9.946 G_VGG: 4.227 F_Flow: 104.645 F_Warp: 1.605 W: 3.216 D_real: 1.451 D_fake: 0.260 (epoch: 36, iters: 6400, time: 0.440) G_GAN: 1.170 G_GAN_Feat: 8.776 G_VGG: 3.895 F_Flow: 127.696 F_Warp: 1.519 W: 3.296 D_real: 0.676 D_fake: 0.987 (epoch: 36, iters: 6600, time: 0.444) G_GAN: 0.979 G_GAN_Feat: 9.845 G_VGG: 4.454 F_Flow: 93.015 F_Warp: 1.646 W: 3.566 D_real: 0.439 D_fake: 1.370 (epoch: 36, iters: 6800, time: 0.442) G_GAN: 2.211 G_GAN_Feat: 8.897 G_VGG: 4.016 F_Flow: 115.648 F_Warp: 1.272 W: 2.985 D_real: 1.718 D_fake: 0.303 (epoch: 36, iters: 7000, time: 0.441) G_GAN: 1.342 G_GAN_Feat: 9.361 G_VGG: 3.957 F_Flow: 111.770 F_Warp: 1.627 W: 3.670 D_real: 0.489 D_fake: 0.871 saving the latest model (epoch 36, total_steps 357000) (epoch: 36, iters: 7200, time: 0.443) G_GAN: 0.862 G_GAN_Feat: 9.944 G_VGG: 4.259 F_Flow: 101.912 F_Warp: 1.650 W: 3.566 D_real: 0.597 D_fake: 1.129 (epoch: 36, iters: 7400, time: 0.442) G_GAN: 2.044 G_GAN_Feat: 8.960 G_VGG: 4.005 F_Flow: 100.907 F_Warp: 1.426 W: 3.297 D_real: 1.273 D_fake: 0.400 (epoch: 36, iters: 7600, time: 0.440) G_GAN: 0.944 G_GAN_Feat: 9.415 G_VGG: 4.323 F_Flow: 90.977 F_Warp: 1.451 W: 3.289 D_real: 0.541 D_fake: 0.974 (epoch: 36, iters: 7800, time: 0.446) G_GAN: 2.112 G_GAN_Feat: 10.206 G_VGG: 4.372 F_Flow: 101.431 F_Warp: 1.540 W: 3.600 D_real: 1.331 D_fake: 0.282 (epoch: 36, iters: 8000, time: 0.441) G_GAN: 2.119 G_GAN_Feat: 9.809 G_VGG: 4.314 F_Flow: 103.348 F_Warp: 1.299 W: 2.999 D_real: 1.408 D_fake: 0.388 saving the latest model (epoch 36, total_steps 358000) (epoch: 36, iters: 8200, time: 0.441) G_GAN: 1.559 G_GAN_Feat: 9.476 G_VGG: 4.418 F_Flow: 106.357 F_Warp: 1.822 W: 3.972 D_real: 0.919 D_fake: 0.575 (epoch: 36, iters: 8400, time: 0.444) G_GAN: 1.431 G_GAN_Feat: 10.547 G_VGG: 4.257 F_Flow: 112.980 F_Warp: 2.029 W: 4.102 D_real: 0.692 D_fake: 0.615 (epoch: 36, iters: 8600, time: 0.441) G_GAN: 2.048 G_GAN_Feat: 10.167 G_VGG: 4.368 F_Flow: 96.527 F_Warp: 1.609 W: 3.278 D_real: 1.624 D_fake: 0.249 (epoch: 36, iters: 8800, time: 0.441) G_GAN: 0.638 G_GAN_Feat: 9.741 G_VGG: 4.611 F_Flow: 99.776 F_Warp: 1.518 W: 3.342 D_real: 0.520 D_fake: 1.444 (epoch: 36, iters: 9000, time: 0.440) G_GAN: 1.919 G_GAN_Feat: 9.435 G_VGG: 4.187 F_Flow: 140.419 F_Warp: 1.921 W: 3.403 D_real: 1.350 D_fake: 0.473 saving the latest model (epoch 36, total_steps 359000) (epoch: 36, iters: 9200, time: 0.442) G_GAN: 1.615 G_GAN_Feat: 9.135 G_VGG: 4.148 F_Flow: 80.227 F_Warp: 1.371 W: 3.138 D_real: 1.086 D_fake: 0.695 (epoch: 36, iters: 9400, time: 0.441) G_GAN: 1.057 G_GAN_Feat: 9.893 G_VGG: 4.189 F_Flow: 94.998 F_Warp: 1.530 W: 3.482 D_real: 0.675 D_fake: 0.999 (epoch: 36, iters: 9600, time: 0.442) G_GAN: 1.574 G_GAN_Feat: 9.587 G_VGG: 4.176 F_Flow: 92.189 F_Warp: 1.553 W: 3.499 D_real: 0.972 D_fake: 0.747 (epoch: 36, iters: 9800, time: 0.444) G_GAN: 1.007 G_GAN_Feat: 10.901 G_VGG: 4.541 F_Flow: 87.388 F_Warp: 1.793 W: 4.176 D_real: 0.340 D_fake: 1.449 (epoch: 36, iters: 10000, time: 0.440) G_GAN: 1.149 G_GAN_Feat: 10.367 G_VGG: 4.615 F_Flow: 112.557 F_Warp: 1.762 W: 3.910 D_real: 0.677 D_fake: 1.077 saving the latest model (epoch 36, total_steps 360000) End of epoch 36 / 100 Time Taken: 4807 sec (epoch: 37, iters: 200, time: 0.455) G_GAN: 1.524 G_GAN_Feat: 10.593 G_VGG: 4.488 F_Flow: 81.969 F_Warp: 2.130 W: 3.940 D_real: 0.768 D_fake: 0.766 (epoch: 37, iters: 400, time: 0.458) G_GAN: 1.470 G_GAN_Feat: 10.471 G_VGG: 4.672 F_Flow: 111.383 F_Warp: 2.021 W: 4.153 D_real: 0.800 D_fake: 0.789 (epoch: 37, iters: 600, time: 0.451) G_GAN: 1.434 G_GAN_Feat: 10.276 G_VGG: 4.557 F_Flow: 112.799 F_Warp: 1.678 W: 3.606 D_real: 0.789 D_fake: 0.953 (epoch: 37, iters: 800, time: 0.451) G_GAN: 1.920 G_GAN_Feat: 8.553 G_VGG: 3.830 F_Flow: 115.494 F_Warp: 1.280 W: 2.762 D_real: 1.133 D_fake: 0.597 (epoch: 37, iters: 1000, time: 0.453) G_GAN: 1.935 G_GAN_Feat: 8.738 G_VGG: 4.066 F_Flow: 123.141 F_Warp: 1.319 W: 2.994 D_real: 1.298 D_fake: 0.490 saving the latest model (epoch 37, total_steps 361000) (epoch: 37, iters: 1200, time: 0.446) G_GAN: 1.726 G_GAN_Feat: 9.368 G_VGG: 4.151 F_Flow: 85.652 F_Warp: 1.568 W: 3.573 D_real: 0.970 D_fake: 0.697 (epoch: 37, iters: 1400, time: 0.451) G_GAN: 0.998 G_GAN_Feat: 10.646 G_VGG: 4.892 F_Flow: 113.885 F_Warp: 1.750 W: 3.848 D_real: 0.350 D_fake: 1.088 (epoch: 37, iters: 1600, time: 0.451) G_GAN: 2.018 G_GAN_Feat: 9.739 G_VGG: 4.524 F_Flow: 103.828 F_Warp: 1.526 W: 3.223 D_real: 1.176 D_fake: 0.345 (epoch: 37, iters: 1800, time: 0.453) G_GAN: 2.150 G_GAN_Feat: 9.990 G_VGG: 4.157 F_Flow: 99.017 F_Warp: 1.961 W: 3.720 D_real: 1.500 D_fake: 0.241 (epoch: 37, iters: 2000, time: 0.447) G_GAN: 1.602 G_GAN_Feat: 10.201 G_VGG: 4.642 F_Flow: 103.266 F_Warp: 1.679 W: 3.534 D_real: 0.593 D_fake: 0.709 saving the latest model (epoch 37, total_steps 362000) (epoch: 37, iters: 2200, time: 0.451) G_GAN: 1.632 G_GAN_Feat: 9.580 G_VGG: 4.358 F_Flow: 108.216 F_Warp: 1.583 W: 3.261 D_real: 1.040 D_fake: 0.541 (epoch: 37, iters: 2400, time: 0.453) G_GAN: 1.661 G_GAN_Feat: 9.853 G_VGG: 4.297 F_Flow: 92.996 F_Warp: 1.542 W: 3.339 D_real: 0.917 D_fake: 0.685 (epoch: 37, iters: 2600, time: 0.447) G_GAN: 1.427 G_GAN_Feat: 8.806 G_VGG: 3.648 F_Flow: 97.960 F_Warp: 1.416 W: 3.098 D_real: 0.869 D_fake: 0.817 (epoch: 37, iters: 2800, time: 0.449) G_GAN: 1.101 G_GAN_Feat: 11.251 G_VGG: 5.333 F_Flow: 121.593 F_Warp: 2.198 W: 4.585 D_real: 0.430 D_fake: 1.044 (epoch: 37, iters: 3000, time: 0.455) G_GAN: 1.040 G_GAN_Feat: 9.049 G_VGG: 4.202 F_Flow: 94.677 F_Warp: 1.444 W: 3.407 D_real: 0.611 D_fake: 1.110 saving the latest model (epoch 37, total_steps 363000) (epoch: 37, iters: 3200, time: 0.452) G_GAN: 0.991 G_GAN_Feat: 10.097 G_VGG: 4.834 F_Flow: 115.124 F_Warp: 1.760 W: 3.906 D_real: 0.490 D_fake: 1.215 (epoch: 37, iters: 3400, time: 0.447) G_GAN: 1.635 G_GAN_Feat: 10.676 G_VGG: 5.007 F_Flow: 106.447 F_Warp: 1.855 W: 3.916 D_real: 0.656 D_fake: 0.693 (epoch: 37, iters: 3600, time: 0.452) G_GAN: 1.890 G_GAN_Feat: 9.620 G_VGG: 4.225 F_Flow: 88.764 F_Warp: 1.607 W: 3.263 D_real: 1.504 D_fake: 0.391 (epoch: 37, iters: 3800, time: 0.449) G_GAN: 0.785 G_GAN_Feat: 9.444 G_VGG: 4.076 F_Flow: 66.439 F_Warp: 1.551 W: 3.398 D_real: 0.418 D_fake: 1.259 (epoch: 37, iters: 4000, time: 0.450) G_GAN: 2.493 G_GAN_Feat: 9.606 G_VGG: 4.108 F_Flow: 82.194 F_Warp: 1.416 W: 3.250 D_real: 1.961 D_fake: 0.123 saving the latest model (epoch 37, total_steps 364000) (epoch: 37, iters: 4200, time: 0.452) G_GAN: 1.244 G_GAN_Feat: 9.545 G_VGG: 4.050 F_Flow: 104.698 F_Warp: 1.391 W: 3.180 D_real: 1.120 D_fake: 0.884 (epoch: 37, iters: 4400, time: 0.450) G_GAN: 1.360 G_GAN_Feat: 10.628 G_VGG: 4.661 F_Flow: 93.210 F_Warp: 1.710 W: 3.622 D_real: 0.583 D_fake: 1.001 (epoch: 37, iters: 4600, time: 0.451) G_GAN: 1.087 G_GAN_Feat: 9.160 G_VGG: 4.060 F_Flow: 103.695 F_Warp: 1.385 W: 3.194 D_real: 0.542 D_fake: 1.252 (epoch: 37, iters: 4800, time: 0.451) G_GAN: 1.648 G_GAN_Feat: 10.247 G_VGG: 4.850 F_Flow: 86.591 F_Warp: 1.660 W: 3.470 D_real: 1.073 D_fake: 0.657 (epoch: 37, iters: 5000, time: 0.448) G_GAN: 2.007 G_GAN_Feat: 10.162 G_VGG: 4.725 F_Flow: 86.987 F_Warp: 2.047 W: 3.836 D_real: 1.120 D_fake: 0.590 saving the latest model (epoch 37, total_steps 365000) (epoch: 37, iters: 5200, time: 0.451) G_GAN: 1.372 G_GAN_Feat: 8.921 G_VGG: 4.172 F_Flow: 117.158 F_Warp: 1.372 W: 3.092 D_real: 1.103 D_fake: 0.845 (epoch: 37, iters: 5400, time: 0.448) G_GAN: 2.063 G_GAN_Feat: 10.417 G_VGG: 4.574 F_Flow: 83.024 F_Warp: 1.806 W: 3.585 D_real: 1.121 D_fake: 0.439 (epoch: 37, iters: 5600, time: 0.450) G_GAN: 1.746 G_GAN_Feat: 11.550 G_VGG: 4.968 F_Flow: 77.396 F_Warp: 2.178 W: 4.506 D_real: 0.917 D_fake: 0.669 (epoch: 37, iters: 5800, time: 0.450) G_GAN: 1.337 G_GAN_Feat: 10.501 G_VGG: 4.302 F_Flow: 117.519 F_Warp: 1.943 W: 3.939 D_real: 0.750 D_fake: 0.859 (epoch: 37, iters: 6000, time: 0.455) G_GAN: 1.267 G_GAN_Feat: 10.760 G_VGG: 4.275 F_Flow: 134.134 F_Warp: 2.157 W: 4.283 D_real: 0.627 D_fake: 1.075 saving the latest model (epoch 37, total_steps 366000) (epoch: 37, iters: 6200, time: 0.453) G_GAN: 0.977 G_GAN_Feat: 10.175 G_VGG: 4.549 F_Flow: 101.386 F_Warp: 1.597 W: 3.623 D_real: 0.654 D_fake: 1.462 (epoch: 37, iters: 6400, time: 0.450) G_GAN: 2.213 G_GAN_Feat: 9.870 G_VGG: 4.127 F_Flow: 97.931 F_Warp: 1.663 W: 3.649 D_real: 1.254 D_fake: 0.406 (epoch: 37, iters: 6600, time: 0.450) G_GAN: 1.860 G_GAN_Feat: 9.742 G_VGG: 3.981 F_Flow: 94.771 F_Warp: 1.533 W: 3.569 D_real: 1.092 D_fake: 0.530 (epoch: 37, iters: 6800, time: 0.454) G_GAN: 1.907 G_GAN_Feat: 10.950 G_VGG: 4.586 F_Flow: 117.385 F_Warp: 1.961 W: 4.241 D_real: 1.103 D_fake: 0.368 (epoch: 37, iters: 7000, time: 0.450) G_GAN: 1.358 G_GAN_Feat: 9.478 G_VGG: 4.378 F_Flow: 114.249 F_Warp: 1.482 W: 3.471 D_real: 0.952 D_fake: 0.789 saving the latest model (epoch 37, total_steps 367000) (epoch: 37, iters: 7200, time: 0.444) G_GAN: 1.472 G_GAN_Feat: 10.739 G_VGG: 4.666 F_Flow: 103.094 F_Warp: 2.096 W: 4.257 D_real: 0.720 D_fake: 0.881 (epoch: 37, iters: 7400, time: 0.447) G_GAN: 1.581 G_GAN_Feat: 9.509 G_VGG: 4.342 F_Flow: 89.578 F_Warp: 1.535 W: 3.237 D_real: 0.839 D_fake: 0.946 (epoch: 37, iters: 7600, time: 0.446) G_GAN: 0.752 G_GAN_Feat: 10.306 G_VGG: 4.373 F_Flow: 109.984 F_Warp: 1.650 W: 3.474 D_real: 0.464 D_fake: 1.269 (epoch: 37, iters: 7800, time: 0.446) G_GAN: 1.076 G_GAN_Feat: 9.290 G_VGG: 4.198 F_Flow: 82.695 F_Warp: 1.447 W: 3.254 D_real: 0.613 D_fake: 1.202 (epoch: 37, iters: 8000, time: 0.451) G_GAN: 1.469 G_GAN_Feat: 9.738 G_VGG: 4.156 F_Flow: 92.269 F_Warp: 1.387 W: 3.271 D_real: 0.909 D_fake: 0.710 saving the latest model (epoch 37, total_steps 368000) (epoch: 37, iters: 8200, time: 0.450) G_GAN: 1.948 G_GAN_Feat: 9.631 G_VGG: 4.060 F_Flow: 104.473 F_Warp: 1.753 W: 3.289 D_real: 0.934 D_fake: 0.391 (epoch: 37, iters: 8400, time: 0.449) G_GAN: 1.968 G_GAN_Feat: 10.388 G_VGG: 4.656 F_Flow: 87.835 F_Warp: 1.809 W: 3.776 D_real: 1.278 D_fake: 0.413 (epoch: 37, iters: 8600, time: 0.450) G_GAN: 1.535 G_GAN_Feat: 8.747 G_VGG: 3.906 F_Flow: 108.684 F_Warp: 1.285 W: 3.000 D_real: 1.305 D_fake: 0.665 (epoch: 37, iters: 8800, time: 0.446) G_GAN: 0.876 G_GAN_Feat: 9.938 G_VGG: 4.435 F_Flow: 98.093 F_Warp: 1.682 W: 3.513 D_real: 0.534 D_fake: 1.300 (epoch: 37, iters: 9000, time: 0.446) G_GAN: 1.007 G_GAN_Feat: 10.396 G_VGG: 4.424 F_Flow: 98.453 F_Warp: 1.818 W: 3.773 D_real: 0.415 D_fake: 1.227 saving the latest model (epoch 37, total_steps 369000) (epoch: 37, iters: 9200, time: 0.450) G_GAN: 2.378 G_GAN_Feat: 10.938 G_VGG: 4.473 F_Flow: 99.278 F_Warp: 1.711 W: 3.644 D_real: 1.376 D_fake: 0.188 (epoch: 37, iters: 9400, time: 0.451) G_GAN: 1.676 G_GAN_Feat: 9.942 G_VGG: 4.567 F_Flow: 107.497 F_Warp: 1.830 W: 3.710 D_real: 1.041 D_fake: 0.604 (epoch: 37, iters: 9600, time: 0.446) G_GAN: 1.516 G_GAN_Feat: 10.826 G_VGG: 4.721 F_Flow: 114.884 F_Warp: 1.965 W: 3.856 D_real: 0.664 D_fake: 0.797 (epoch: 37, iters: 9800, time: 0.446) G_GAN: 2.189 G_GAN_Feat: 10.419 G_VGG: 4.755 F_Flow: 108.114 F_Warp: 1.663 W: 3.587 D_real: 1.376 D_fake: 0.191 (epoch: 37, iters: 10000, time: 0.443) G_GAN: 1.279 G_GAN_Feat: 9.662 G_VGG: 3.916 F_Flow: 128.047 F_Warp: 1.668 W: 3.482 D_real: 0.834 D_fake: 0.982 saving the latest model (epoch 37, total_steps 370000) End of epoch 37 / 100 Time Taken: 4877 sec (epoch: 38, iters: 200, time: 0.463) G_GAN: 0.939 G_GAN_Feat: 9.307 G_VGG: 4.360 F_Flow: 83.703 F_Warp: 1.256 W: 2.910 D_real: 0.554 D_fake: 1.169 (epoch: 38, iters: 400, time: 0.457) G_GAN: 1.771 G_GAN_Feat: 9.389 G_VGG: 4.600 F_Flow: 89.835 F_Warp: 1.678 W: 3.397 D_real: 0.825 D_fake: 0.794 (epoch: 38, iters: 600, time: 0.459) G_GAN: 1.363 G_GAN_Feat: 9.542 G_VGG: 4.376 F_Flow: 93.775 F_Warp: 1.302 W: 2.972 D_real: 0.880 D_fake: 0.738 (epoch: 38, iters: 800, time: 0.459) G_GAN: 1.451 G_GAN_Feat: 9.907 G_VGG: 4.823 F_Flow: 84.535 F_Warp: 1.697 W: 3.737 D_real: 0.713 D_fake: 0.873 (epoch: 38, iters: 1000, time: 0.456) G_GAN: 0.994 G_GAN_Feat: 9.759 G_VGG: 4.410 F_Flow: 105.708 F_Warp: 1.592 W: 3.634 D_real: 0.524 D_fake: 1.121 saving the latest model (epoch 38, total_steps 371000) (epoch: 38, iters: 1200, time: 0.462) G_GAN: 0.604 G_GAN_Feat: 10.720 G_VGG: 4.380 F_Flow: 103.141 F_Warp: 1.757 W: 3.986 D_real: 0.309 D_fake: 1.422 (epoch: 38, iters: 1400, time: 0.459) G_GAN: 1.816 G_GAN_Feat: 9.388 G_VGG: 4.072 F_Flow: 102.189 F_Warp: 1.459 W: 3.237 D_real: 1.438 D_fake: 0.445 (epoch: 38, iters: 1600, time: 0.454) G_GAN: 1.867 G_GAN_Feat: 9.806 G_VGG: 4.149 F_Flow: 87.750 F_Warp: 1.496 W: 3.410 D_real: 1.398 D_fake: 0.320 (epoch: 38, iters: 1800, time: 0.458) G_GAN: 2.055 G_GAN_Feat: 9.441 G_VGG: 4.201 F_Flow: 127.847 F_Warp: 1.662 W: 3.646 D_real: 1.185 D_fake: 0.485 (epoch: 38, iters: 2000, time: 0.454) G_GAN: 1.644 G_GAN_Feat: 10.112 G_VGG: 3.893 F_Flow: 130.789 F_Warp: 1.772 W: 3.458 D_real: 1.038 D_fake: 0.630 saving the latest model (epoch 38, total_steps 372000) (epoch: 38, iters: 2200, time: 0.456) G_GAN: 1.571 G_GAN_Feat: 10.896 G_VGG: 4.252 F_Flow: 112.102 F_Warp: 1.610 W: 3.644 D_real: 1.269 D_fake: 0.503 (epoch: 38, iters: 2400, time: 0.459) G_GAN: 1.048 G_GAN_Feat: 8.877 G_VGG: 3.763 F_Flow: 141.628 F_Warp: 1.379 W: 3.304 D_real: 0.625 D_fake: 1.358 (epoch: 38, iters: 2600, time: 0.455) G_GAN: 1.927 G_GAN_Feat: 9.751 G_VGG: 4.406 F_Flow: 86.693 F_Warp: 1.670 W: 3.418 D_real: 1.016 D_fake: 0.683 (epoch: 38, iters: 2800, time: 0.452) G_GAN: 1.246 G_GAN_Feat: 11.435 G_VGG: 5.377 F_Flow: 99.577 F_Warp: 2.217 W: 4.538 D_real: 0.358 D_fake: 1.105 (epoch: 38, iters: 3000, time: 0.454) G_GAN: 1.029 G_GAN_Feat: 10.322 G_VGG: 4.763 F_Flow: 90.653 F_Warp: 1.537 W: 3.429 D_real: 0.401 D_fake: 1.351 saving the latest model (epoch 38, total_steps 373000) (epoch: 38, iters: 3200, time: 0.450) G_GAN: 1.170 G_GAN_Feat: 9.982 G_VGG: 4.199 F_Flow: 112.696 F_Warp: 1.553 W: 3.581 D_real: 0.443 D_fake: 1.113 (epoch: 38, iters: 3400, time: 0.455) G_GAN: 2.023 G_GAN_Feat: 10.431 G_VGG: 4.455 F_Flow: 121.938 F_Warp: 1.703 W: 3.898 D_real: 1.097 D_fake: 0.533 (epoch: 38, iters: 3600, time: 0.456) G_GAN: 1.535 G_GAN_Feat: 9.385 G_VGG: 4.280 F_Flow: 111.547 F_Warp: 1.497 W: 2.945 D_real: 1.055 D_fake: 0.582 (epoch: 38, iters: 3800, time: 0.456) G_GAN: 1.095 G_GAN_Feat: 10.434 G_VGG: 4.477 F_Flow: 91.144 F_Warp: 1.860 W: 3.807 D_real: 0.523 D_fake: 0.944 (epoch: 38, iters: 4000, time: 0.452) G_GAN: 1.704 G_GAN_Feat: 8.531 G_VGG: 3.794 F_Flow: 104.823 F_Warp: 1.313 W: 3.031 D_real: 1.397 D_fake: 0.307 saving the latest model (epoch 38, total_steps 374000) (epoch: 38, iters: 4200, time: 0.452) G_GAN: 1.925 G_GAN_Feat: 9.694 G_VGG: 4.238 F_Flow: 135.000 F_Warp: 1.675 W: 3.569 D_real: 1.223 D_fake: 0.538 (epoch: 38, iters: 4400, time: 0.459) G_GAN: 1.341 G_GAN_Feat: 9.904 G_VGG: 4.447 F_Flow: 80.391 F_Warp: 1.441 W: 3.292 D_real: 0.830 D_fake: 0.789 (epoch: 38, iters: 4600, time: 0.455) G_GAN: 0.836 G_GAN_Feat: 10.238 G_VGG: 4.790 F_Flow: 101.177 F_Warp: 2.203 W: 4.366 D_real: 0.196 D_fake: 1.520 (epoch: 38, iters: 4800, time: 0.449) G_GAN: 1.222 G_GAN_Feat: 9.357 G_VGG: 4.005 F_Flow: 93.135 F_Warp: 1.592 W: 3.442 D_real: 0.676 D_fake: 0.977 (epoch: 38, iters: 5000, time: 0.455) G_GAN: 1.339 G_GAN_Feat: 9.207 G_VGG: 4.008 F_Flow: 95.276 F_Warp: 1.480 W: 3.265 D_real: 0.914 D_fake: 0.893 saving the latest model (epoch 38, total_steps 375000) (epoch: 38, iters: 5200, time: 0.456) G_GAN: 1.074 G_GAN_Feat: 9.367 G_VGG: 4.005 F_Flow: 97.879 F_Warp: 1.527 W: 3.229 D_real: 0.336 D_fake: 1.226 (epoch: 38, iters: 5400, time: 0.459) G_GAN: 1.678 G_GAN_Feat: 9.374 G_VGG: 4.427 F_Flow: 113.624 F_Warp: 1.695 W: 3.567 D_real: 1.160 D_fake: 0.487 (epoch: 38, iters: 5600, time: 0.457) G_GAN: 1.979 G_GAN_Feat: 9.629 G_VGG: 4.493 F_Flow: 119.075 F_Warp: 1.538 W: 3.400 D_real: 1.326 D_fake: 0.622 (epoch: 38, iters: 5800, time: 0.451) G_GAN: 2.383 G_GAN_Feat: 11.200 G_VGG: 4.615 F_Flow: 104.056 F_Warp: 1.988 W: 4.048 D_real: 1.373 D_fake: 0.323 (epoch: 38, iters: 6000, time: 0.456) G_GAN: 1.246 G_GAN_Feat: 9.972 G_VGG: 4.367 F_Flow: 101.433 F_Warp: 1.635 W: 3.506 D_real: 0.544 D_fake: 1.297 saving the latest model (epoch 38, total_steps 376000) (epoch: 38, iters: 6200, time: 0.456) G_GAN: 1.965 G_GAN_Feat: 8.704 G_VGG: 3.942 F_Flow: 88.358 F_Warp: 1.323 W: 3.119 D_real: 1.397 D_fake: 0.500 (epoch: 38, iters: 6400, time: 0.457) G_GAN: 1.965 G_GAN_Feat: 10.175 G_VGG: 4.431 F_Flow: 80.099 F_Warp: 1.854 W: 3.850 D_real: 1.235 D_fake: 0.408 (epoch: 38, iters: 6600, time: 0.454) G_GAN: 1.341 G_GAN_Feat: 10.034 G_VGG: 4.228 F_Flow: 67.335 F_Warp: 1.489 W: 3.526 D_real: 0.623 D_fake: 0.880 (epoch: 38, iters: 6800, time: 0.460) G_GAN: 1.763 G_GAN_Feat: 9.543 G_VGG: 4.052 F_Flow: 100.593 F_Warp: 1.694 W: 3.604 D_real: 0.799 D_fake: 0.576 (epoch: 38, iters: 7000, time: 0.455) G_GAN: 2.055 G_GAN_Feat: 9.736 G_VGG: 4.128 F_Flow: 102.943 F_Warp: 1.565 W: 3.469 D_real: 1.295 D_fake: 0.436 saving the latest model (epoch 38, total_steps 377000) (epoch: 38, iters: 7200, time: 0.457) G_GAN: 0.515 G_GAN_Feat: 9.942 G_VGG: 4.765 F_Flow: 91.931 F_Warp: 1.652 W: 3.601 D_real: 0.117 D_fake: 1.518 (epoch: 38, iters: 7400, time: 0.457) G_GAN: 1.336 G_GAN_Feat: 10.164 G_VGG: 4.336 F_Flow: 83.231 F_Warp: 1.635 W: 3.527 D_real: 0.709 D_fake: 0.724 (epoch: 38, iters: 7600, time: 0.455) G_GAN: 2.481 G_GAN_Feat: 9.018 G_VGG: 4.268 F_Flow: 104.451 F_Warp: 1.482 W: 3.340 D_real: 1.739 D_fake: 0.112 (epoch: 38, iters: 7800, time: 0.456) G_GAN: 2.196 G_GAN_Feat: 9.244 G_VGG: 4.477 F_Flow: 102.721 F_Warp: 1.413 W: 3.131 D_real: 1.704 D_fake: 0.218 (epoch: 38, iters: 8000, time: 0.455) G_GAN: 1.823 G_GAN_Feat: 9.658 G_VGG: 3.935 F_Flow: 75.142 F_Warp: 1.625 W: 3.524 D_real: 1.005 D_fake: 0.390 saving the latest model (epoch 38, total_steps 378000) (epoch: 38, iters: 8200, time: 0.451) G_GAN: 1.178 G_GAN_Feat: 9.667 G_VGG: 4.276 F_Flow: 117.835 F_Warp: 1.611 W: 3.380 D_real: 0.601 D_fake: 1.283 (epoch: 38, iters: 8400, time: 0.455) G_GAN: 1.285 G_GAN_Feat: 10.964 G_VGG: 4.653 F_Flow: 78.385 F_Warp: 2.003 W: 4.213 D_real: 0.690 D_fake: 0.926 (epoch: 38, iters: 8600, time: 0.459) G_GAN: 0.788 G_GAN_Feat: 10.319 G_VGG: 4.938 F_Flow: 98.467 F_Warp: 1.947 W: 3.977 D_real: 0.188 D_fake: 1.393 (epoch: 38, iters: 8800, time: 0.456) G_GAN: 1.182 G_GAN_Feat: 9.356 G_VGG: 4.184 F_Flow: 102.182 F_Warp: 1.430 W: 3.298 D_real: 0.835 D_fake: 1.021 (epoch: 38, iters: 9000, time: 0.457) G_GAN: 1.823 G_GAN_Feat: 9.613 G_VGG: 4.452 F_Flow: 132.792 F_Warp: 1.545 W: 3.145 D_real: 1.178 D_fake: 0.492 saving the latest model (epoch 38, total_steps 379000) (epoch: 38, iters: 9200, time: 0.450) G_GAN: 1.667 G_GAN_Feat: 9.511 G_VGG: 3.980 F_Flow: 75.702 F_Warp: 1.397 W: 3.329 D_real: 0.951 D_fake: 0.848 (epoch: 38, iters: 9400, time: 0.455) G_GAN: 1.309 G_GAN_Feat: 9.735 G_VGG: 4.239 F_Flow: 105.457 F_Warp: 1.983 W: 3.978 D_real: 0.495 D_fake: 1.086 (epoch: 38, iters: 9600, time: 0.451) G_GAN: 1.359 G_GAN_Feat: 10.089 G_VGG: 4.281 F_Flow: 113.504 F_Warp: 1.741 W: 3.733 D_real: 0.852 D_fake: 0.776 (epoch: 38, iters: 9800, time: 0.462) G_GAN: 0.830 G_GAN_Feat: 12.274 G_VGG: 5.232 F_Flow: 104.349 F_Warp: 2.369 W: 4.396 D_real: 0.303 D_fake: 1.454 (epoch: 38, iters: 10000, time: 0.455) G_GAN: 2.139 G_GAN_Feat: 9.762 G_VGG: 4.304 F_Flow: 128.161 F_Warp: 1.726 W: 3.681 D_real: 1.337 D_fake: 0.315 saving the latest model (epoch 38, total_steps 380000) End of epoch 38 / 100 Time Taken: 4956 sec (epoch: 39, iters: 200, time: 0.452) G_GAN: 2.099 G_GAN_Feat: 8.733 G_VGG: 3.807 F_Flow: 120.987 F_Warp: 1.370 W: 3.133 D_real: 1.501 D_fake: 0.340 (epoch: 39, iters: 400, time: 0.444) G_GAN: 2.533 G_GAN_Feat: 9.850 G_VGG: 4.363 F_Flow: 83.305 F_Warp: 1.744 W: 3.488 D_real: 1.407 D_fake: 0.180 (epoch: 39, iters: 600, time: 0.450) G_GAN: 1.954 G_GAN_Feat: 8.967 G_VGG: 3.880 F_Flow: 88.111 F_Warp: 1.255 W: 2.850 D_real: 1.521 D_fake: 0.335 (epoch: 39, iters: 800, time: 0.444) G_GAN: 0.945 G_GAN_Feat: 10.353 G_VGG: 4.491 F_Flow: 97.137 F_Warp: 1.828 W: 3.991 D_real: 0.452 D_fake: 1.324 (epoch: 39, iters: 1000, time: 0.447) G_GAN: 1.968 G_GAN_Feat: 8.824 G_VGG: 4.026 F_Flow: 109.555 F_Warp: 1.411 W: 3.221 D_real: 1.353 D_fake: 0.455 saving the latest model (epoch 39, total_steps 381000) (epoch: 39, iters: 1200, time: 0.445) G_GAN: 0.613 G_GAN_Feat: 9.807 G_VGG: 4.434 F_Flow: 111.920 F_Warp: 1.655 W: 3.567 D_real: 0.330 D_fake: 1.303 (epoch: 39, iters: 1400, time: 0.446) G_GAN: 0.960 G_GAN_Feat: 9.592 G_VGG: 4.204 F_Flow: 73.949 F_Warp: 1.598 W: 3.658 D_real: 0.579 D_fake: 1.170 (epoch: 39, iters: 1600, time: 0.440) G_GAN: 1.750 G_GAN_Feat: 9.372 G_VGG: 4.036 F_Flow: 113.854 F_Warp: 1.539 W: 3.270 D_real: 1.048 D_fake: 0.695 (epoch: 39, iters: 1800, time: 0.443) G_GAN: 1.428 G_GAN_Feat: 9.966 G_VGG: 4.763 F_Flow: 88.859 F_Warp: 1.972 W: 3.933 D_real: 0.961 D_fake: 0.815 (epoch: 39, iters: 2000, time: 0.440) G_GAN: 2.501 G_GAN_Feat: 9.016 G_VGG: 3.995 F_Flow: 95.965 F_Warp: 1.390 W: 3.160 D_real: 1.694 D_fake: 0.220 saving the latest model (epoch 39, total_steps 382000) (epoch: 39, iters: 2200, time: 0.439) G_GAN: 1.829 G_GAN_Feat: 9.092 G_VGG: 4.186 F_Flow: 111.555 F_Warp: 1.413 W: 3.337 D_real: 1.165 D_fake: 0.617 (epoch: 39, iters: 2400, time: 0.440) G_GAN: 2.382 G_GAN_Feat: 9.909 G_VGG: 4.532 F_Flow: 107.554 F_Warp: 1.716 W: 3.956 D_real: 1.954 D_fake: 0.162 (epoch: 39, iters: 2600, time: 0.444) G_GAN: 0.862 G_GAN_Feat: 10.057 G_VGG: 4.465 F_Flow: 124.078 F_Warp: 1.664 W: 3.259 D_real: 0.520 D_fake: 1.242 (epoch: 39, iters: 2800, time: 0.441) G_GAN: 0.881 G_GAN_Feat: 10.648 G_VGG: 4.312 F_Flow: 100.265 F_Warp: 1.526 W: 3.660 D_real: 0.534 D_fake: 1.239 (epoch: 39, iters: 3000, time: 0.442) G_GAN: 1.642 G_GAN_Feat: 9.136 G_VGG: 3.953 F_Flow: 96.321 F_Warp: 1.171 W: 2.856 D_real: 1.305 D_fake: 0.525 saving the latest model (epoch 39, total_steps 383000) (epoch: 39, iters: 3200, time: 0.446) G_GAN: 1.401 G_GAN_Feat: 10.273 G_VGG: 4.250 F_Flow: 91.204 F_Warp: 1.671 W: 3.723 D_real: 0.633 D_fake: 0.862 (epoch: 39, iters: 3400, time: 0.443) G_GAN: 1.285 G_GAN_Feat: 9.004 G_VGG: 4.201 F_Flow: 85.946 F_Warp: 1.372 W: 3.065 D_real: 0.749 D_fake: 0.980 (epoch: 39, iters: 3600, time: 0.446) G_GAN: 1.567 G_GAN_Feat: 9.916 G_VGG: 4.222 F_Flow: 94.666 F_Warp: 1.655 W: 3.819 D_real: 0.663 D_fake: 0.996 (epoch: 39, iters: 3800, time: 0.445) G_GAN: 1.028 G_GAN_Feat: 10.441 G_VGG: 4.615 F_Flow: 120.678 F_Warp: 2.001 W: 3.953 D_real: 0.427 D_fake: 1.186 (epoch: 39, iters: 4000, time: 0.443) G_GAN: 1.349 G_GAN_Feat: 11.414 G_VGG: 5.304 F_Flow: 85.121 F_Warp: 2.388 W: 4.629 D_real: 0.558 D_fake: 1.064 saving the latest model (epoch 39, total_steps 384000) (epoch: 39, iters: 4200, time: 0.444) G_GAN: 1.204 G_GAN_Feat: 10.266 G_VGG: 4.201 F_Flow: 90.898 F_Warp: 1.677 W: 3.735 D_real: 0.697 D_fake: 0.930 (epoch: 39, iters: 4400, time: 0.445) G_GAN: 1.170 G_GAN_Feat: 8.971 G_VGG: 3.881 F_Flow: 83.639 F_Warp: 1.440 W: 3.217 D_real: 0.632 D_fake: 1.118 (epoch: 39, iters: 4600, time: 0.443) G_GAN: 1.750 G_GAN_Feat: 9.867 G_VGG: 4.827 F_Flow: 111.218 F_Warp: 1.599 W: 3.423 D_real: 0.868 D_fake: 0.498 (epoch: 39, iters: 4800, time: 0.442) G_GAN: 1.827 G_GAN_Feat: 9.135 G_VGG: 4.195 F_Flow: 117.023 F_Warp: 1.637 W: 3.633 D_real: 0.808 D_fake: 0.601 (epoch: 39, iters: 5000, time: 0.445) G_GAN: 1.587 G_GAN_Feat: 10.547 G_VGG: 4.657 F_Flow: 94.149 F_Warp: 1.912 W: 3.945 D_real: 0.740 D_fake: 0.893 saving the latest model (epoch 39, total_steps 385000) (epoch: 39, iters: 5200, time: 0.442) G_GAN: 1.714 G_GAN_Feat: 9.305 G_VGG: 3.994 F_Flow: 100.165 F_Warp: 1.465 W: 3.186 D_real: 0.938 D_fake: 0.725 (epoch: 39, iters: 5400, time: 0.445) G_GAN: 0.942 G_GAN_Feat: 10.227 G_VGG: 4.465 F_Flow: 107.687 F_Warp: 1.828 W: 3.904 D_real: 0.408 D_fake: 1.265 (epoch: 39, iters: 5600, time: 0.444) G_GAN: 1.844 G_GAN_Feat: 10.024 G_VGG: 4.198 F_Flow: 87.314 F_Warp: 1.768 W: 3.537 D_real: 0.789 D_fake: 0.543 (epoch: 39, iters: 5800, time: 0.444) G_GAN: 1.053 G_GAN_Feat: 9.325 G_VGG: 3.953 F_Flow: 91.084 F_Warp: 1.295 W: 3.089 D_real: 0.844 D_fake: 0.907 (epoch: 39, iters: 6000, time: 0.443) G_GAN: 1.334 G_GAN_Feat: 9.726 G_VGG: 4.262 F_Flow: 89.666 F_Warp: 1.618 W: 3.443 D_real: 0.859 D_fake: 0.753 saving the latest model (epoch 39, total_steps 386000) (epoch: 39, iters: 6200, time: 0.444) G_GAN: 0.759 G_GAN_Feat: 9.419 G_VGG: 4.209 F_Flow: 132.275 F_Warp: 1.493 W: 3.347 D_real: 0.126 D_fake: 1.653 (epoch: 39, iters: 6400, time: 0.447) G_GAN: 2.060 G_GAN_Feat: 10.665 G_VGG: 4.999 F_Flow: 93.158 F_Warp: 2.040 W: 4.040 D_real: 1.163 D_fake: 0.401 (epoch: 39, iters: 6600, time: 0.445) G_GAN: 1.173 G_GAN_Feat: 9.781 G_VGG: 4.377 F_Flow: 122.228 F_Warp: 1.718 W: 3.491 D_real: 0.568 D_fake: 1.068 (epoch: 39, iters: 6800, time: 0.442) G_GAN: 1.884 G_GAN_Feat: 9.840 G_VGG: 4.188 F_Flow: 124.156 F_Warp: 1.516 W: 3.316 D_real: 1.061 D_fake: 0.410 (epoch: 39, iters: 7000, time: 0.446) G_GAN: 1.321 G_GAN_Feat: 10.669 G_VGG: 4.465 F_Flow: 97.873 F_Warp: 1.841 W: 4.081 D_real: 0.630 D_fake: 0.949 saving the latest model (epoch 39, total_steps 387000) (epoch: 39, iters: 7200, time: 0.444) G_GAN: 1.875 G_GAN_Feat: 8.844 G_VGG: 3.860 F_Flow: 99.901 F_Warp: 1.378 W: 3.101 D_real: 1.510 D_fake: 0.538 (epoch: 39, iters: 7400, time: 0.447) G_GAN: 1.317 G_GAN_Feat: 10.062 G_VGG: 4.369 F_Flow: 90.006 F_Warp: 1.685 W: 3.410 D_real: 0.754 D_fake: 0.892 (epoch: 39, iters: 7600, time: 0.449) G_GAN: 0.878 G_GAN_Feat: 9.643 G_VGG: 4.249 F_Flow: 102.031 F_Warp: 1.608 W: 3.596 D_real: 0.327 D_fake: 1.330 (epoch: 39, iters: 7800, time: 0.444) G_GAN: 1.371 G_GAN_Feat: 9.325 G_VGG: 3.831 F_Flow: 85.850 F_Warp: 1.403 W: 3.324 D_real: 0.996 D_fake: 0.699 (epoch: 39, iters: 8000, time: 0.444) G_GAN: 1.480 G_GAN_Feat: 9.656 G_VGG: 4.308 F_Flow: 107.409 F_Warp: 1.629 W: 3.540 D_real: 0.734 D_fake: 0.818 saving the latest model (epoch 39, total_steps 388000) (epoch: 39, iters: 8200, time: 0.447) G_GAN: 1.738 G_GAN_Feat: 9.398 G_VGG: 4.134 F_Flow: 130.756 F_Warp: 1.491 W: 3.242 D_real: 1.099 D_fake: 0.480 (epoch: 39, iters: 8400, time: 0.443) G_GAN: 1.107 G_GAN_Feat: 10.735 G_VGG: 4.741 F_Flow: 110.553 F_Warp: 1.958 W: 4.089 D_real: 0.392 D_fake: 1.285 (epoch: 39, iters: 8600, time: 0.446) G_GAN: 1.270 G_GAN_Feat: 9.473 G_VGG: 4.302 F_Flow: 95.531 F_Warp: 1.619 W: 3.316 D_real: 0.943 D_fake: 1.022 (epoch: 39, iters: 8800, time: 0.444) G_GAN: 1.907 G_GAN_Feat: 10.059 G_VGG: 4.400 F_Flow: 119.986 F_Warp: 1.881 W: 3.942 D_real: 1.537 D_fake: 0.299 (epoch: 39, iters: 9000, time: 0.444) G_GAN: 1.334 G_GAN_Feat: 10.502 G_VGG: 4.255 F_Flow: 81.367 F_Warp: 1.365 W: 3.157 D_real: 0.815 D_fake: 0.684 saving the latest model (epoch 39, total_steps 389000) (epoch: 39, iters: 9200, time: 0.441) G_GAN: 1.328 G_GAN_Feat: 8.945 G_VGG: 4.117 F_Flow: 101.705 F_Warp: 1.558 W: 3.337 D_real: 0.685 D_fake: 1.033 (epoch: 39, iters: 9400, time: 0.443) G_GAN: 1.295 G_GAN_Feat: 10.394 G_VGG: 4.391 F_Flow: 115.414 F_Warp: 1.674 W: 3.649 D_real: 0.774 D_fake: 1.010 (epoch: 39, iters: 9600, time: 0.447) G_GAN: 0.982 G_GAN_Feat: 9.794 G_VGG: 4.500 F_Flow: 81.024 F_Warp: 1.713 W: 3.693 D_real: 0.257 D_fake: 1.498 (epoch: 39, iters: 9800, time: 0.442) G_GAN: 0.622 G_GAN_Feat: 10.138 G_VGG: 4.429 F_Flow: 98.363 F_Warp: 1.770 W: 3.764 D_real: 0.304 D_fake: 1.500 (epoch: 39, iters: 10000, time: 0.442) G_GAN: 1.164 G_GAN_Feat: 9.802 G_VGG: 3.954 F_Flow: 100.552 F_Warp: 1.459 W: 3.082 D_real: 0.695 D_fake: 0.952 saving the latest model (epoch 39, total_steps 390000) End of epoch 39 / 100 Time Taken: 4853 sec (epoch: 40, iters: 200, time: 0.467) G_GAN: 1.656 G_GAN_Feat: 10.025 G_VGG: 4.291 F_Flow: 114.372 F_Warp: 1.530 W: 3.356 D_real: 1.141 D_fake: 0.645 (epoch: 40, iters: 400, time: 0.455) G_GAN: 0.843 G_GAN_Feat: 10.265 G_VGG: 4.525 F_Flow: 103.051 F_Warp: 1.766 W: 3.367 D_real: 0.162 D_fake: 1.499 (epoch: 40, iters: 600, time: 0.456) G_GAN: 2.235 G_GAN_Feat: 10.356 G_VGG: 4.470 F_Flow: 99.225 F_Warp: 1.788 W: 3.905 D_real: 1.276 D_fake: 0.277 (epoch: 40, iters: 800, time: 0.457) G_GAN: 2.257 G_GAN_Feat: 9.526 G_VGG: 3.862 F_Flow: 88.191 F_Warp: 1.621 W: 3.787 D_real: 1.479 D_fake: 0.297 (epoch: 40, iters: 1000, time: 0.456) G_GAN: 1.689 G_GAN_Feat: 9.990 G_VGG: 4.832 F_Flow: 94.319 F_Warp: 1.913 W: 3.735 D_real: 0.778 D_fake: 0.606 saving the latest model (epoch 40, total_steps 391000) (epoch: 40, iters: 1200, time: 0.452) G_GAN: 1.296 G_GAN_Feat: 10.945 G_VGG: 4.717 F_Flow: 99.156 F_Warp: 1.969 W: 4.016 D_real: 0.483 D_fake: 1.189 (epoch: 40, iters: 1400, time: 0.454) G_GAN: 1.619 G_GAN_Feat: 10.495 G_VGG: 4.538 F_Flow: 88.733 F_Warp: 2.135 W: 4.502 D_real: 1.098 D_fake: 0.798 (epoch: 40, iters: 1600, time: 0.449) G_GAN: 2.491 G_GAN_Feat: 10.382 G_VGG: 4.768 F_Flow: 74.789 F_Warp: 1.750 W: 3.797 D_real: 1.290 D_fake: 0.137 (epoch: 40, iters: 1800, time: 0.452) G_GAN: 1.291 G_GAN_Feat: 9.862 G_VGG: 4.228 F_Flow: 118.835 F_Warp: 1.498 W: 3.229 D_real: 1.017 D_fake: 0.697 (epoch: 40, iters: 2000, time: 0.456) G_GAN: 1.511 G_GAN_Feat: 10.801 G_VGG: 4.498 F_Flow: 99.902 F_Warp: 2.028 W: 4.421 D_real: 0.739 D_fake: 0.706 saving the latest model (epoch 40, total_steps 392000) (epoch: 40, iters: 2200, time: 0.453) G_GAN: 1.778 G_GAN_Feat: 9.685 G_VGG: 4.731 F_Flow: 86.934 F_Warp: 1.574 W: 3.330 D_real: 1.078 D_fake: 0.637 (epoch: 40, iters: 2400, time: 0.457) G_GAN: 1.035 G_GAN_Feat: 10.326 G_VGG: 4.448 F_Flow: 91.848 F_Warp: 1.699 W: 3.810 D_real: 0.819 D_fake: 1.031 (epoch: 40, iters: 2600, time: 0.460) G_GAN: 1.106 G_GAN_Feat: 10.686 G_VGG: 4.614 F_Flow: 118.894 F_Warp: 2.081 W: 4.347 D_real: 0.619 D_fake: 0.948 (epoch: 40, iters: 2800, time: 0.457) G_GAN: 1.876 G_GAN_Feat: 9.536 G_VGG: 4.065 F_Flow: 78.504 F_Warp: 1.391 W: 2.998 D_real: 1.073 D_fake: 0.455 (epoch: 40, iters: 3000, time: 0.459) G_GAN: 1.114 G_GAN_Feat: 10.499 G_VGG: 4.629 F_Flow: 72.882 F_Warp: 1.598 W: 3.528 D_real: 0.664 D_fake: 0.963 saving the latest model (epoch 40, total_steps 393000) (epoch: 40, iters: 3200, time: 0.455) G_GAN: 1.974 G_GAN_Feat: 9.481 G_VGG: 4.499 F_Flow: 91.600 F_Warp: 1.664 W: 3.732 D_real: 1.277 D_fake: 0.411 (epoch: 40, iters: 3400, time: 0.463) G_GAN: 0.956 G_GAN_Feat: 9.904 G_VGG: 4.274 F_Flow: 132.869 F_Warp: 1.802 W: 3.719 D_real: 0.432 D_fake: 1.276 (epoch: 40, iters: 3600, time: 0.461) G_GAN: 1.214 G_GAN_Feat: 9.487 G_VGG: 4.160 F_Flow: 111.150 F_Warp: 1.505 W: 3.437 D_real: 0.860 D_fake: 0.835 (epoch: 40, iters: 3800, time: 0.460) G_GAN: 1.516 G_GAN_Feat: 11.381 G_VGG: 4.357 F_Flow: 87.452 F_Warp: 2.312 W: 4.732 D_real: 0.659 D_fake: 0.823 (epoch: 40, iters: 4000, time: 0.459) G_GAN: 2.359 G_GAN_Feat: 9.253 G_VGG: 4.009 F_Flow: 102.561 F_Warp: 1.490 W: 3.306 D_real: 1.848 D_fake: 0.192 saving the latest model (epoch 40, total_steps 394000) (epoch: 40, iters: 4200, time: 0.459) G_GAN: 1.042 G_GAN_Feat: 11.327 G_VGG: 4.568 F_Flow: 130.038 F_Warp: 2.064 W: 4.053 D_real: 0.451 D_fake: 1.397 (epoch: 40, iters: 4400, time: 0.456) G_GAN: 1.407 G_GAN_Feat: 10.268 G_VGG: 4.457 F_Flow: 124.399 F_Warp: 1.911 W: 3.760 D_real: 0.852 D_fake: 0.803 (epoch: 40, iters: 4600, time: 0.459) G_GAN: 2.053 G_GAN_Feat: 9.560 G_VGG: 4.509 F_Flow: 110.389 F_Warp: 1.704 W: 3.528 D_real: 1.249 D_fake: 0.351 (epoch: 40, iters: 4800, time: 0.455) G_GAN: 1.583 G_GAN_Feat: 10.013 G_VGG: 4.147 F_Flow: 90.813 F_Warp: 1.503 W: 3.348 D_real: 0.865 D_fake: 0.943 (epoch: 40, iters: 5000, time: 0.456) G_GAN: 1.488 G_GAN_Feat: 10.685 G_VGG: 4.490 F_Flow: 93.270 F_Warp: 1.986 W: 4.090 D_real: 0.904 D_fake: 0.897 saving the latest model (epoch 40, total_steps 395000) (epoch: 40, iters: 5200, time: 0.461) G_GAN: 1.753 G_GAN_Feat: 10.186 G_VGG: 4.431 F_Flow: 125.114 F_Warp: 1.793 W: 3.895 D_real: 1.111 D_fake: 0.764 (epoch: 40, iters: 5400, time: 0.458) G_GAN: 2.604 G_GAN_Feat: 10.213 G_VGG: 4.006 F_Flow: 103.170 F_Warp: 1.683 W: 3.549 D_real: 1.774 D_fake: 0.068 (epoch: 40, iters: 5600, time: 0.455) G_GAN: 1.714 G_GAN_Feat: 9.419 G_VGG: 4.425 F_Flow: 101.522 F_Warp: 1.489 W: 3.261 D_real: 0.941 D_fake: 0.563 (epoch: 40, iters: 5800, time: 0.455) G_GAN: 1.947 G_GAN_Feat: 9.122 G_VGG: 4.180 F_Flow: 100.719 F_Warp: 1.440 W: 3.163 D_real: 1.214 D_fake: 0.458 (epoch: 40, iters: 6000, time: 0.453) G_GAN: 1.312 G_GAN_Feat: 10.391 G_VGG: 4.668 F_Flow: 105.145 F_Warp: 1.708 W: 3.651 D_real: 0.694 D_fake: 0.796 saving the latest model (epoch 40, total_steps 396000) (epoch: 40, iters: 6200, time: 0.454) G_GAN: 1.746 G_GAN_Feat: 9.845 G_VGG: 4.152 F_Flow: 136.747 F_Warp: 2.225 W: 3.893 D_real: 1.122 D_fake: 0.586 (epoch: 40, iters: 6400, time: 0.459) G_GAN: 1.791 G_GAN_Feat: 10.233 G_VGG: 4.379 F_Flow: 90.981 F_Warp: 1.664 W: 3.687 D_real: 0.923 D_fake: 0.690 (epoch: 40, iters: 6600, time: 0.460) G_GAN: 2.014 G_GAN_Feat: 10.673 G_VGG: 4.451 F_Flow: 106.380 F_Warp: 1.848 W: 4.084 D_real: 1.133 D_fake: 0.419 (epoch: 40, iters: 6800, time: 0.456) G_GAN: 1.181 G_GAN_Feat: 8.812 G_VGG: 4.085 F_Flow: 100.053 F_Warp: 1.617 W: 3.592 D_real: 0.741 D_fake: 1.204 (epoch: 40, iters: 7000, time: 0.456) G_GAN: 2.002 G_GAN_Feat: 10.544 G_VGG: 4.478 F_Flow: 84.407 F_Warp: 1.574 W: 3.704 D_real: 1.675 D_fake: 0.479 saving the latest model (epoch 40, total_steps 397000) (epoch: 40, iters: 7200, time: 0.452) G_GAN: 1.063 G_GAN_Feat: 10.044 G_VGG: 4.324 F_Flow: 112.044 F_Warp: 1.499 W: 3.447 D_real: 0.345 D_fake: 1.551 (epoch: 40, iters: 7400, time: 0.457) G_GAN: 1.364 G_GAN_Feat: 10.544 G_VGG: 4.462 F_Flow: 116.507 F_Warp: 1.796 W: 3.988 D_real: 0.890 D_fake: 0.744 (epoch: 40, iters: 7600, time: 0.456) G_GAN: 1.944 G_GAN_Feat: 11.648 G_VGG: 4.593 F_Flow: 89.108 F_Warp: 2.334 W: 4.487 D_real: 0.971 D_fake: 0.566 (epoch: 40, iters: 7800, time: 0.455) G_GAN: 1.125 G_GAN_Feat: 10.299 G_VGG: 4.282 F_Flow: 84.328 F_Warp: 1.652 W: 3.561 D_real: 0.794 D_fake: 0.874 (epoch: 40, iters: 8000, time: 0.455) G_GAN: 0.866 G_GAN_Feat: 10.929 G_VGG: 4.641 F_Flow: 87.741 F_Warp: 2.031 W: 4.177 D_real: 0.099 D_fake: 1.445 saving the latest model (epoch 40, total_steps 398000) (epoch: 40, iters: 8200, time: 0.454) G_GAN: 1.465 G_GAN_Feat: 8.810 G_VGG: 4.089 F_Flow: 103.152 F_Warp: 1.337 W: 3.040 D_real: 1.126 D_fake: 0.606 (epoch: 40, iters: 8400, time: 0.459) G_GAN: 1.536 G_GAN_Feat: 9.579 G_VGG: 3.920 F_Flow: 86.999 F_Warp: 1.506 W: 3.520 D_real: 0.728 D_fake: 0.710 (epoch: 40, iters: 8600, time: 0.459) G_GAN: 1.267 G_GAN_Feat: 10.389 G_VGG: 4.497 F_Flow: 99.046 F_Warp: 1.866 W: 4.209 D_real: 0.775 D_fake: 0.839 (epoch: 40, iters: 8800, time: 0.456) G_GAN: 1.689 G_GAN_Feat: 10.347 G_VGG: 4.771 F_Flow: 109.572 F_Warp: 1.789 W: 3.874 D_real: 0.963 D_fake: 0.639 (epoch: 40, iters: 9000, time: 0.455) G_GAN: 1.477 G_GAN_Feat: 10.194 G_VGG: 4.642 F_Flow: 106.573 F_Warp: 1.586 W: 3.327 D_real: 0.548 D_fake: 0.982 saving the latest model (epoch 40, total_steps 399000) (epoch: 40, iters: 9200, time: 0.454) G_GAN: 1.534 G_GAN_Feat: 9.610 G_VGG: 4.243 F_Flow: 107.275 F_Warp: 1.548 W: 3.233 D_real: 0.926 D_fake: 0.764 (epoch: 40, iters: 9400, time: 0.453) G_GAN: 2.248 G_GAN_Feat: 10.212 G_VGG: 4.367 F_Flow: 96.297 F_Warp: 1.659 W: 3.687 D_real: 0.986 D_fake: 0.294 (epoch: 40, iters: 9600, time: 0.450) G_GAN: 2.038 G_GAN_Feat: 9.251 G_VGG: 4.282 F_Flow: 103.852 F_Warp: 1.401 W: 3.110 D_real: 1.482 D_fake: 0.262 (epoch: 40, iters: 9800, time: 0.452) G_GAN: 1.132 G_GAN_Feat: 10.196 G_VGG: 4.523 F_Flow: 102.078 F_Warp: 1.545 W: 3.507 D_real: 0.725 D_fake: 0.975 (epoch: 40, iters: 10000, time: 0.446) G_GAN: 1.777 G_GAN_Feat: 10.077 G_VGG: 4.293 F_Flow: 107.805 F_Warp: 1.752 W: 3.752 D_real: 1.028 D_fake: 0.670 saving the latest model (epoch 40, total_steps 400000) End of epoch 40 / 100 Time Taken: 4996 sec saving the model at the end of epoch 40, iters 400000 (epoch: 41, iters: 200, time: 0.463) G_GAN: 1.588 G_GAN_Feat: 10.381 G_VGG: 4.114 F_Flow: 90.562 F_Warp: 1.586 W: 3.466 D_real: 1.024 D_fake: 0.702 (epoch: 41, iters: 400, time: 0.455) G_GAN: 0.833 G_GAN_Feat: 9.754 G_VGG: 4.193 F_Flow: 94.465 F_Warp: 1.512 W: 3.430 D_real: 0.413 D_fake: 1.485 (epoch: 41, iters: 600, time: 0.455) G_GAN: 1.870 G_GAN_Feat: 9.842 G_VGG: 4.032 F_Flow: 94.185 F_Warp: 1.515 W: 3.506 D_real: 1.120 D_fake: 0.631 (epoch: 41, iters: 800, time: 0.458) G_GAN: 1.086 G_GAN_Feat: 9.686 G_VGG: 4.067 F_Flow: 102.482 F_Warp: 1.541 W: 3.439 D_real: 0.688 D_fake: 0.968 (epoch: 41, iters: 1000, time: 0.454) G_GAN: 1.338 G_GAN_Feat: 11.150 G_VGG: 5.087 F_Flow: 93.124 F_Warp: 2.018 W: 4.278 D_real: 0.713 D_fake: 0.831 saving the latest model (epoch 41, total_steps 401000) (epoch: 41, iters: 1200, time: 0.453) G_GAN: 2.364 G_GAN_Feat: 10.321 G_VGG: 4.579 F_Flow: 75.070 F_Warp: 1.682 W: 3.606 D_real: 1.353 D_fake: 0.199 (epoch: 41, iters: 1400, time: 0.454) G_GAN: 1.474 G_GAN_Feat: 8.873 G_VGG: 3.693 F_Flow: 113.243 F_Warp: 1.404 W: 3.136 D_real: 0.917 D_fake: 0.791 (epoch: 41, iters: 1600, time: 0.455) G_GAN: 2.419 G_GAN_Feat: 9.519 G_VGG: 4.285 F_Flow: 114.830 F_Warp: 1.618 W: 3.534 D_real: 2.150 D_fake: 0.144 (epoch: 41, iters: 1800, time: 0.452) G_GAN: 1.512 G_GAN_Feat: 8.979 G_VGG: 3.972 F_Flow: 116.046 F_Warp: 1.224 W: 2.745 D_real: 0.918 D_fake: 0.675 (epoch: 41, iters: 2000, time: 0.454) G_GAN: 1.695 G_GAN_Feat: 10.940 G_VGG: 4.828 F_Flow: 108.762 F_Warp: 1.663 W: 3.844 D_real: 1.334 D_fake: 0.549 saving the latest model (epoch 41, total_steps 402000) (epoch: 41, iters: 2200, time: 0.453) G_GAN: 1.063 G_GAN_Feat: 10.107 G_VGG: 4.603 F_Flow: 98.488 F_Warp: 1.770 W: 3.465 D_real: 0.536 D_fake: 1.037 (epoch: 41, iters: 2400, time: 0.452) G_GAN: 2.092 G_GAN_Feat: 10.063 G_VGG: 4.372 F_Flow: 133.960 F_Warp: 1.721 W: 3.623 D_real: 1.394 D_fake: 0.242 (epoch: 41, iters: 2600, time: 0.456) G_GAN: 1.146 G_GAN_Feat: 11.099 G_VGG: 4.454 F_Flow: 119.444 F_Warp: 1.915 W: 4.135 D_real: 0.457 D_fake: 0.993 (epoch: 41, iters: 2800, time: 0.449) G_GAN: 1.354 G_GAN_Feat: 10.171 G_VGG: 4.316 F_Flow: 87.314 F_Warp: 1.853 W: 3.921 D_real: 0.503 D_fake: 0.960 (epoch: 41, iters: 3000, time: 0.445) G_GAN: 0.637 G_GAN_Feat: 10.240 G_VGG: 4.607 F_Flow: 109.872 F_Warp: 1.916 W: 4.036 D_real: 0.157 D_fake: 1.439 saving the latest model (epoch 41, total_steps 403000) (epoch: 41, iters: 3200, time: 0.455) G_GAN: 1.915 G_GAN_Feat: 10.843 G_VGG: 4.663 F_Flow: 91.569 F_Warp: 2.036 W: 4.090 D_real: 0.671 D_fake: 0.569 (epoch: 41, iters: 3400, time: 0.450) G_GAN: 1.563 G_GAN_Feat: 11.239 G_VGG: 4.657 F_Flow: 100.528 F_Warp: 2.786 W: 4.724 D_real: 0.765 D_fake: 0.611 (epoch: 41, iters: 3600, time: 0.452) G_GAN: 1.135 G_GAN_Feat: 9.980 G_VGG: 4.291 F_Flow: 103.089 F_Warp: 1.372 W: 3.233 D_real: 0.640 D_fake: 0.710 (epoch: 41, iters: 3800, time: 0.459) G_GAN: 1.851 G_GAN_Feat: 9.242 G_VGG: 4.092 F_Flow: 79.446 F_Warp: 1.297 W: 2.968 D_real: 1.195 D_fake: 0.502 (epoch: 41, iters: 4000, time: 0.455) G_GAN: 1.772 G_GAN_Feat: 10.734 G_VGG: 4.499 F_Flow: 128.007 F_Warp: 1.693 W: 3.914 D_real: 0.958 D_fake: 0.578 saving the latest model (epoch 41, total_steps 404000) (epoch: 41, iters: 4200, time: 0.455) G_GAN: 0.743 G_GAN_Feat: 8.674 G_VGG: 4.169 F_Flow: 105.723 F_Warp: 1.515 W: 3.019 D_real: 0.292 D_fake: 1.547 (epoch: 41, iters: 4400, time: 0.453) G_GAN: 2.536 G_GAN_Feat: 10.089 G_VGG: 4.750 F_Flow: 82.959 F_Warp: 1.874 W: 3.656 D_real: 1.596 D_fake: 0.285 (epoch: 41, iters: 4600, time: 0.456) G_GAN: 2.025 G_GAN_Feat: 10.925 G_VGG: 4.441 F_Flow: 90.751 F_Warp: 1.990 W: 4.164 D_real: 1.281 D_fake: 0.403 (epoch: 41, iters: 4800, time: 0.455) G_GAN: 1.355 G_GAN_Feat: 8.886 G_VGG: 4.331 F_Flow: 85.673 F_Warp: 1.578 W: 3.525 D_real: 0.952 D_fake: 0.862 (epoch: 41, iters: 5000, time: 0.450) G_GAN: 1.185 G_GAN_Feat: 10.360 G_VGG: 5.001 F_Flow: 95.528 F_Warp: 2.043 W: 3.743 D_real: 0.307 D_fake: 1.361 saving the latest model (epoch 41, total_steps 405000) (epoch: 41, iters: 5200, time: 0.450) G_GAN: 1.607 G_GAN_Feat: 9.481 G_VGG: 4.278 F_Flow: 96.876 F_Warp: 1.618 W: 3.248 D_real: 0.819 D_fake: 0.821 (epoch: 41, iters: 5400, time: 0.450) G_GAN: 1.450 G_GAN_Feat: 10.708 G_VGG: 4.173 F_Flow: 88.446 F_Warp: 1.875 W: 3.693 D_real: 0.920 D_fake: 0.746 (epoch: 41, iters: 5600, time: 0.456) G_GAN: 1.429 G_GAN_Feat: 9.788 G_VGG: 4.793 F_Flow: 104.131 F_Warp: 1.676 W: 3.595 D_real: 0.659 D_fake: 0.704 (epoch: 41, iters: 5800, time: 0.457) G_GAN: 1.817 G_GAN_Feat: 9.622 G_VGG: 4.443 F_Flow: 109.635 F_Warp: 1.479 W: 3.417 D_real: 1.366 D_fake: 0.407 (epoch: 41, iters: 6000, time: 0.454) G_GAN: 2.157 G_GAN_Feat: 9.836 G_VGG: 4.873 F_Flow: 118.402 F_Warp: 1.826 W: 3.635 D_real: 1.420 D_fake: 0.418 saving the latest model (epoch 41, total_steps 406000) (epoch: 41, iters: 6200, time: 0.451) G_GAN: 2.021 G_GAN_Feat: 10.327 G_VGG: 4.495 F_Flow: 103.200 F_Warp: 1.686 W: 3.876 D_real: 1.340 D_fake: 0.383 (epoch: 41, iters: 6400, time: 0.461) G_GAN: 1.704 G_GAN_Feat: 9.928 G_VGG: 4.222 F_Flow: 87.514 F_Warp: 1.988 W: 3.986 D_real: 0.900 D_fake: 0.815 (epoch: 41, iters: 6600, time: 0.455) G_GAN: 1.196 G_GAN_Feat: 9.910 G_VGG: 4.510 F_Flow: 117.607 F_Warp: 1.734 W: 3.746 D_real: 0.525 D_fake: 1.014 (epoch: 41, iters: 6800, time: 0.453) G_GAN: 1.984 G_GAN_Feat: 9.152 G_VGG: 3.989 F_Flow: 113.652 F_Warp: 1.498 W: 3.379 D_real: 1.556 D_fake: 0.324 (epoch: 41, iters: 7000, time: 0.458) G_GAN: 2.210 G_GAN_Feat: 10.312 G_VGG: 4.546 F_Flow: 94.630 F_Warp: 1.800 W: 3.977 D_real: 1.473 D_fake: 0.155 saving the latest model (epoch 41, total_steps 407000) (epoch: 41, iters: 7200, time: 0.454) G_GAN: 1.453 G_GAN_Feat: 9.527 G_VGG: 3.956 F_Flow: 112.996 F_Warp: 1.416 W: 3.192 D_real: 0.841 D_fake: 0.610 (epoch: 41, iters: 7400, time: 0.455) G_GAN: 1.599 G_GAN_Feat: 10.873 G_VGG: 4.683 F_Flow: 111.455 F_Warp: 2.219 W: 4.468 D_real: 0.987 D_fake: 0.784 (epoch: 41, iters: 7600, time: 0.457) G_GAN: 1.572 G_GAN_Feat: 9.998 G_VGG: 4.352 F_Flow: 130.182 F_Warp: 1.789 W: 3.711 D_real: 0.667 D_fake: 0.900 (epoch: 41, iters: 7800, time: 0.456) G_GAN: 1.105 G_GAN_Feat: 9.805 G_VGG: 4.242 F_Flow: 107.712 F_Warp: 1.450 W: 3.241 D_real: 0.471 D_fake: 1.177 (epoch: 41, iters: 8000, time: 0.455) G_GAN: 1.683 G_GAN_Feat: 9.881 G_VGG: 4.448 F_Flow: 109.183 F_Warp: 1.681 W: 3.561 D_real: 1.024 D_fake: 0.734 saving the latest model (epoch 41, total_steps 408000) (epoch: 41, iters: 8200, time: 0.460) G_GAN: 1.542 G_GAN_Feat: 9.313 G_VGG: 4.427 F_Flow: 86.877 F_Warp: 1.435 W: 3.419 D_real: 1.066 D_fake: 0.689 (epoch: 41, iters: 8400, time: 0.456) G_GAN: 1.597 G_GAN_Feat: 9.360 G_VGG: 4.184 F_Flow: 109.684 F_Warp: 1.498 W: 3.313 D_real: 0.793 D_fake: 0.710 (epoch: 41, iters: 8600, time: 0.454) G_GAN: 1.313 G_GAN_Feat: 10.173 G_VGG: 4.398 F_Flow: 113.260 F_Warp: 1.462 W: 3.284 D_real: 0.361 D_fake: 1.095 (epoch: 41, iters: 8800, time: 0.458) G_GAN: 1.320 G_GAN_Feat: 9.682 G_VGG: 3.966 F_Flow: 97.099 F_Warp: 1.521 W: 3.467 D_real: 0.833 D_fake: 0.901 (epoch: 41, iters: 9000, time: 0.455) G_GAN: 2.417 G_GAN_Feat: 9.186 G_VGG: 4.192 F_Flow: 91.747 F_Warp: 1.517 W: 3.382 D_real: 1.682 D_fake: 0.197 saving the latest model (epoch 41, total_steps 409000) (epoch: 41, iters: 9200, time: 0.455) G_GAN: 2.118 G_GAN_Feat: 9.113 G_VGG: 4.270 F_Flow: 116.554 F_Warp: 1.573 W: 3.344 D_real: 1.373 D_fake: 0.251 (epoch: 41, iters: 9400, time: 0.460) G_GAN: 1.024 G_GAN_Feat: 8.640 G_VGG: 4.071 F_Flow: 113.911 F_Warp: 1.399 W: 3.028 D_real: 0.472 D_fake: 1.350 (epoch: 41, iters: 9600, time: 0.452) G_GAN: 1.229 G_GAN_Feat: 10.137 G_VGG: 4.258 F_Flow: 95.405 F_Warp: 1.463 W: 3.555 D_real: 0.356 D_fake: 1.046 (epoch: 41, iters: 9800, time: 0.454) G_GAN: 0.599 G_GAN_Feat: 8.599 G_VGG: 3.661 F_Flow: 110.782 F_Warp: 1.373 W: 3.173 D_real: 0.563 D_fake: 1.281 (epoch: 41, iters: 10000, time: 0.455) G_GAN: 1.023 G_GAN_Feat: 10.016 G_VGG: 4.080 F_Flow: 81.472 F_Warp: 1.559 W: 3.470 D_real: 0.641 D_fake: 1.070 saving the latest model (epoch 41, total_steps 410000) End of epoch 41 / 100 Time Taken: 4994 sec (epoch: 42, iters: 200, time: 0.454) G_GAN: 1.544 G_GAN_Feat: 9.471 G_VGG: 4.299 F_Flow: 93.279 F_Warp: 1.414 W: 3.143 D_real: 0.945 D_fake: 0.874 (epoch: 42, iters: 400, time: 0.449) G_GAN: 2.425 G_GAN_Feat: 10.089 G_VGG: 4.036 F_Flow: 135.549 F_Warp: 2.015 W: 3.701 D_real: 1.503 D_fake: 0.166 (epoch: 42, iters: 600, time: 0.452) G_GAN: 1.628 G_GAN_Feat: 9.517 G_VGG: 4.303 F_Flow: 93.406 F_Warp: 1.406 W: 3.254 D_real: 1.218 D_fake: 0.598 (epoch: 42, iters: 800, time: 0.452) G_GAN: 0.906 G_GAN_Feat: 8.664 G_VGG: 4.039 F_Flow: 89.344 F_Warp: 1.240 W: 2.900 D_real: 0.536 D_fake: 1.186 (epoch: 42, iters: 1000, time: 0.451) G_GAN: 0.924 G_GAN_Feat: 9.160 G_VGG: 3.905 F_Flow: 89.378 F_Warp: 1.327 W: 3.109 D_real: 0.478 D_fake: 1.071 saving the latest model (epoch 42, total_steps 411000) (epoch: 42, iters: 1200, time: 0.448) G_GAN: 2.559 G_GAN_Feat: 10.970 G_VGG: 4.876 F_Flow: 102.810 F_Warp: 1.706 W: 3.615 D_real: 1.265 D_fake: 0.181 (epoch: 42, iters: 1400, time: 0.447) G_GAN: 1.244 G_GAN_Feat: 10.160 G_VGG: 4.175 F_Flow: 115.892 F_Warp: 1.579 W: 3.462 D_real: 0.849 D_fake: 0.933 (epoch: 42, iters: 1600, time: 0.454) G_GAN: 2.427 G_GAN_Feat: 8.878 G_VGG: 3.818 F_Flow: 76.230 F_Warp: 1.043 W: 2.682 D_real: 1.975 D_fake: 0.142 (epoch: 42, iters: 1800, time: 0.454) G_GAN: 0.962 G_GAN_Feat: 9.475 G_VGG: 4.135 F_Flow: 82.485 F_Warp: 1.453 W: 3.257 D_real: 0.503 D_fake: 1.393 (epoch: 42, iters: 2000, time: 0.453) G_GAN: 1.054 G_GAN_Feat: 9.748 G_VGG: 4.558 F_Flow: 89.737 F_Warp: 1.477 W: 3.209 D_real: 0.634 D_fake: 0.992 saving the latest model (epoch 42, total_steps 412000) (epoch: 42, iters: 2200, time: 0.449) G_GAN: 0.589 G_GAN_Feat: 10.153 G_VGG: 4.456 F_Flow: 87.314 F_Warp: 1.628 W: 3.567 D_real: 0.317 D_fake: 1.312 (epoch: 42, iters: 2400, time: 0.451) G_GAN: 2.103 G_GAN_Feat: 9.888 G_VGG: 3.898 F_Flow: 95.277 F_Warp: 1.372 W: 3.236 D_real: 1.442 D_fake: 0.229 (epoch: 42, iters: 2600, time: 0.449) G_GAN: 1.752 G_GAN_Feat: 9.752 G_VGG: 3.985 F_Flow: 103.947 F_Warp: 1.464 W: 3.230 D_real: 1.176 D_fake: 0.673 (epoch: 42, iters: 2800, time: 0.447) G_GAN: 1.437 G_GAN_Feat: 11.335 G_VGG: 4.932 F_Flow: 109.199 F_Warp: 1.955 W: 4.193 D_real: 0.566 D_fake: 0.931 (epoch: 42, iters: 3000, time: 0.452) G_GAN: 1.773 G_GAN_Feat: 10.534 G_VGG: 4.900 F_Flow: 97.189 F_Warp: 1.928 W: 4.285 D_real: 1.031 D_fake: 0.603 saving the latest model (epoch 42, total_steps 413000) (epoch: 42, iters: 3200, time: 0.461) G_GAN: 1.964 G_GAN_Feat: 8.998 G_VGG: 4.117 F_Flow: 103.517 F_Warp: 1.342 W: 3.080 D_real: 1.243 D_fake: 0.416 (epoch: 42, iters: 3400, time: 0.452) G_GAN: 1.730 G_GAN_Feat: 9.356 G_VGG: 4.237 F_Flow: 106.237 F_Warp: 1.624 W: 3.586 D_real: 0.969 D_fake: 0.603 (epoch: 42, iters: 3600, time: 0.453) G_GAN: 1.867 G_GAN_Feat: 9.753 G_VGG: 4.095 F_Flow: 99.733 F_Warp: 1.948 W: 3.868 D_real: 0.969 D_fake: 0.477 (epoch: 42, iters: 3800, time: 0.453) G_GAN: 2.371 G_GAN_Feat: 9.212 G_VGG: 3.799 F_Flow: 93.631 F_Warp: 1.570 W: 3.233 D_real: 1.405 D_fake: 0.255 (epoch: 42, iters: 4000, time: 0.451) G_GAN: 1.055 G_GAN_Feat: 9.101 G_VGG: 4.504 F_Flow: 127.579 F_Warp: 1.588 W: 3.276 D_real: 0.492 D_fake: 1.307 saving the latest model (epoch 42, total_steps 414000) (epoch: 42, iters: 4200, time: 0.452) G_GAN: 1.687 G_GAN_Feat: 10.605 G_VGG: 5.123 F_Flow: 108.271 F_Warp: 1.988 W: 3.958 D_real: 0.740 D_fake: 0.771 (epoch: 42, iters: 4400, time: 0.454) G_GAN: 1.681 G_GAN_Feat: 10.912 G_VGG: 4.565 F_Flow: 96.076 F_Warp: 1.739 W: 3.756 D_real: 0.919 D_fake: 0.708 (epoch: 42, iters: 4600, time: 0.446) G_GAN: 1.937 G_GAN_Feat: 10.055 G_VGG: 4.504 F_Flow: 116.791 F_Warp: 1.742 W: 3.637 D_real: 1.020 D_fake: 0.598 (epoch: 42, iters: 4800, time: 0.452) G_GAN: 1.757 G_GAN_Feat: 8.947 G_VGG: 4.467 F_Flow: 93.522 F_Warp: 1.698 W: 3.401 D_real: 0.966 D_fake: 0.593 (epoch: 42, iters: 5000, time: 0.456) G_GAN: 1.004 G_GAN_Feat: 9.108 G_VGG: 3.988 F_Flow: 86.616 F_Warp: 1.266 W: 2.949 D_real: 0.591 D_fake: 1.021 saving the latest model (epoch 42, total_steps 415000) (epoch: 42, iters: 5200, time: 0.449) G_GAN: 1.475 G_GAN_Feat: 11.153 G_VGG: 4.589 F_Flow: 113.779 F_Warp: 1.984 W: 4.213 D_real: 0.631 D_fake: 0.727 (epoch: 42, iters: 5400, time: 0.448) G_GAN: 1.561 G_GAN_Feat: 10.799 G_VGG: 4.650 F_Flow: 98.810 F_Warp: 1.876 W: 4.321 D_real: 0.919 D_fake: 0.707 (epoch: 42, iters: 5600, time: 0.455) G_GAN: 1.268 G_GAN_Feat: 11.448 G_VGG: 4.857 F_Flow: 100.278 F_Warp: 2.161 W: 4.311 D_real: 0.590 D_fake: 0.956 (epoch: 42, iters: 5800, time: 0.446) G_GAN: 2.027 G_GAN_Feat: 9.665 G_VGG: 4.284 F_Flow: 141.280 F_Warp: 1.664 W: 3.512 D_real: 1.441 D_fake: 0.375 (epoch: 42, iters: 6000, time: 0.450) G_GAN: 1.339 G_GAN_Feat: 10.610 G_VGG: 4.645 F_Flow: 105.185 F_Warp: 1.605 W: 3.777 D_real: 0.780 D_fake: 0.990 saving the latest model (epoch 42, total_steps 416000) (epoch: 42, iters: 6200, time: 0.452) G_GAN: 1.461 G_GAN_Feat: 9.041 G_VGG: 4.118 F_Flow: 110.060 F_Warp: 1.406 W: 2.972 D_real: 0.539 D_fake: 0.993 (epoch: 42, iters: 6400, time: 0.450) G_GAN: 1.743 G_GAN_Feat: 10.493 G_VGG: 4.376 F_Flow: 106.330 F_Warp: 1.966 W: 4.090 D_real: 1.037 D_fake: 0.526 (epoch: 42, iters: 6600, time: 0.450) G_GAN: 2.088 G_GAN_Feat: 10.248 G_VGG: 4.204 F_Flow: 116.440 F_Warp: 1.729 W: 3.608 D_real: 1.157 D_fake: 0.353 (epoch: 42, iters: 6800, time: 0.446) G_GAN: 1.383 G_GAN_Feat: 10.740 G_VGG: 4.886 F_Flow: 119.327 F_Warp: 2.042 W: 4.179 D_real: 0.705 D_fake: 0.619 (epoch: 42, iters: 7000, time: 0.449) G_GAN: 1.190 G_GAN_Feat: 9.938 G_VGG: 4.418 F_Flow: 80.978 F_Warp: 1.539 W: 3.732 D_real: 0.696 D_fake: 1.023 saving the latest model (epoch 42, total_steps 417000) (epoch: 42, iters: 7200, time: 0.444) G_GAN: 1.511 G_GAN_Feat: 10.634 G_VGG: 4.419 F_Flow: 135.100 F_Warp: 1.907 W: 4.089 D_real: 1.022 D_fake: 0.491 (epoch: 42, iters: 7400, time: 0.447) G_GAN: 2.043 G_GAN_Feat: 9.489 G_VGG: 4.272 F_Flow: 108.546 F_Warp: 1.250 W: 3.014 D_real: 1.531 D_fake: 0.330 (epoch: 42, iters: 7600, time: 0.447) G_GAN: 1.956 G_GAN_Feat: 10.462 G_VGG: 4.395 F_Flow: 104.191 F_Warp: 1.625 W: 3.654 D_real: 1.267 D_fake: 0.469 (epoch: 42, iters: 7800, time: 0.443) G_GAN: 1.789 G_GAN_Feat: 10.371 G_VGG: 4.426 F_Flow: 95.894 F_Warp: 1.780 W: 3.820 D_real: 0.930 D_fake: 0.526 (epoch: 42, iters: 8000, time: 0.448) G_GAN: 2.296 G_GAN_Feat: 10.819 G_VGG: 4.487 F_Flow: 118.951 F_Warp: 1.881 W: 3.974 D_real: 1.678 D_fake: 0.286 saving the latest model (epoch 42, total_steps 418000) (epoch: 42, iters: 8200, time: 0.450) G_GAN: 1.610 G_GAN_Feat: 9.466 G_VGG: 4.123 F_Flow: 97.115 F_Warp: 1.360 W: 3.055 D_real: 1.554 D_fake: 0.350 (epoch: 42, iters: 8400, time: 0.446) G_GAN: 1.122 G_GAN_Feat: 10.740 G_VGG: 4.678 F_Flow: 103.720 F_Warp: 1.947 W: 3.962 D_real: 0.510 D_fake: 1.123 (epoch: 42, iters: 8600, time: 0.445) G_GAN: 1.796 G_GAN_Feat: 9.790 G_VGG: 4.054 F_Flow: 105.557 F_Warp: 1.582 W: 3.427 D_real: 1.073 D_fake: 0.648 (epoch: 42, iters: 8800, time: 0.445) G_GAN: 0.898 G_GAN_Feat: 10.823 G_VGG: 4.454 F_Flow: 122.892 F_Warp: 1.911 W: 4.093 D_real: 0.264 D_fake: 1.480 (epoch: 42, iters: 9000, time: 0.444) G_GAN: 1.362 G_GAN_Feat: 10.564 G_VGG: 4.877 F_Flow: 107.720 F_Warp: 1.876 W: 3.937 D_real: 0.532 D_fake: 0.774 saving the latest model (epoch 42, total_steps 419000) (epoch: 42, iters: 9200, time: 0.446) G_GAN: 1.772 G_GAN_Feat: 8.988 G_VGG: 3.988 F_Flow: 84.509 F_Warp: 1.292 W: 2.995 D_real: 0.939 D_fake: 0.626 (epoch: 42, iters: 9400, time: 0.448) G_GAN: 2.192 G_GAN_Feat: 10.499 G_VGG: 4.357 F_Flow: 93.853 F_Warp: 1.835 W: 3.690 D_real: 1.304 D_fake: 0.381 (epoch: 42, iters: 9600, time: 0.442) G_GAN: 1.772 G_GAN_Feat: 8.940 G_VGG: 3.903 F_Flow: 103.852 F_Warp: 1.308 W: 3.128 D_real: 1.087 D_fake: 0.555 (epoch: 42, iters: 9800, time: 0.444) G_GAN: 1.146 G_GAN_Feat: 9.373 G_VGG: 3.839 F_Flow: 102.308 F_Warp: 1.499 W: 3.304 D_real: 0.692 D_fake: 1.005 (epoch: 42, iters: 10000, time: 0.443) G_GAN: 1.311 G_GAN_Feat: 9.177 G_VGG: 3.789 F_Flow: 121.523 F_Warp: 1.566 W: 3.569 D_real: 0.960 D_fake: 0.668 saving the latest model (epoch 42, total_steps 420000) End of epoch 42 / 100 Time Taken: 4966 sec (epoch: 43, iters: 200, time: 0.460) G_GAN: 2.154 G_GAN_Feat: 9.135 G_VGG: 3.823 F_Flow: 100.695 F_Warp: 1.520 W: 3.311 D_real: 1.737 D_fake: 0.270 (epoch: 43, iters: 400, time: 0.450) G_GAN: 2.094 G_GAN_Feat: 11.724 G_VGG: 4.611 F_Flow: 73.305 F_Warp: 2.156 W: 4.529 D_real: 1.120 D_fake: 0.235 (epoch: 43, iters: 600, time: 0.457) G_GAN: 1.559 G_GAN_Feat: 10.239 G_VGG: 4.673 F_Flow: 101.430 F_Warp: 1.948 W: 3.922 D_real: 0.867 D_fake: 0.635 (epoch: 43, iters: 800, time: 0.454) G_GAN: 1.176 G_GAN_Feat: 11.068 G_VGG: 4.499 F_Flow: 96.240 F_Warp: 1.950 W: 4.155 D_real: 0.392 D_fake: 1.030 (epoch: 43, iters: 1000, time: 0.454) G_GAN: 1.249 G_GAN_Feat: 11.485 G_VGG: 4.789 F_Flow: 109.540 F_Warp: 2.413 W: 4.497 D_real: 0.345 D_fake: 1.051 saving the latest model (epoch 43, total_steps 421000) (epoch: 43, iters: 1200, time: 0.451) G_GAN: 1.581 G_GAN_Feat: 10.118 G_VGG: 4.602 F_Flow: 108.185 F_Warp: 1.496 W: 3.426 D_real: 0.900 D_fake: 0.671 (epoch: 43, iters: 1400, time: 0.450) G_GAN: 1.241 G_GAN_Feat: 8.743 G_VGG: 4.221 F_Flow: 73.154 F_Warp: 1.265 W: 2.965 D_real: 0.944 D_fake: 0.942 (epoch: 43, iters: 1600, time: 0.451) G_GAN: 1.285 G_GAN_Feat: 10.533 G_VGG: 4.173 F_Flow: 109.945 F_Warp: 1.777 W: 4.088 D_real: 0.686 D_fake: 0.844 (epoch: 43, iters: 1800, time: 0.450) G_GAN: 0.822 G_GAN_Feat: 10.915 G_VGG: 4.377 F_Flow: 88.927 F_Warp: 1.885 W: 4.018 D_real: 0.230 D_fake: 1.415 (epoch: 43, iters: 2000, time: 0.456) G_GAN: 1.196 G_GAN_Feat: 9.251 G_VGG: 4.375 F_Flow: 95.646 F_Warp: 1.349 W: 3.235 D_real: 0.802 D_fake: 1.062 saving the latest model (epoch 43, total_steps 422000) (epoch: 43, iters: 2200, time: 0.446) G_GAN: 1.852 G_GAN_Feat: 9.610 G_VGG: 4.280 F_Flow: 72.174 F_Warp: 1.570 W: 3.279 D_real: 1.275 D_fake: 0.598 (epoch: 43, iters: 2400, time: 0.452) G_GAN: 1.208 G_GAN_Feat: 10.023 G_VGG: 5.157 F_Flow: 106.099 F_Warp: 1.797 W: 3.748 D_real: 0.433 D_fake: 1.172 (epoch: 43, iters: 2600, time: 0.451) G_GAN: 1.247 G_GAN_Feat: 10.798 G_VGG: 4.319 F_Flow: 97.267 F_Warp: 1.820 W: 3.984 D_real: 0.571 D_fake: 1.004 (epoch: 43, iters: 2800, time: 0.448) G_GAN: 0.676 G_GAN_Feat: 10.241 G_VGG: 4.119 F_Flow: 112.551 F_Warp: 1.680 W: 3.749 D_real: 0.191 D_fake: 1.419 (epoch: 43, iters: 3000, time: 0.451) G_GAN: 1.285 G_GAN_Feat: 8.778 G_VGG: 3.656 F_Flow: 86.761 F_Warp: 1.414 W: 3.192 D_real: 0.853 D_fake: 0.805 saving the latest model (epoch 43, total_steps 423000) (epoch: 43, iters: 3200, time: 0.454) G_GAN: 1.754 G_GAN_Feat: 11.835 G_VGG: 5.229 F_Flow: 125.742 F_Warp: 2.169 W: 4.103 D_real: 0.830 D_fake: 0.647 (epoch: 43, iters: 3400, time: 0.449) G_GAN: 2.481 G_GAN_Feat: 10.808 G_VGG: 4.763 F_Flow: 89.004 F_Warp: 1.947 W: 3.949 D_real: 1.478 D_fake: 0.136 (epoch: 43, iters: 3600, time: 0.451) G_GAN: 2.107 G_GAN_Feat: 9.076 G_VGG: 4.150 F_Flow: 95.642 F_Warp: 1.441 W: 3.303 D_real: 1.588 D_fake: 0.255 (epoch: 43, iters: 3800, time: 0.452) G_GAN: 1.925 G_GAN_Feat: 10.632 G_VGG: 4.389 F_Flow: 77.155 F_Warp: 1.902 W: 4.230 D_real: 1.014 D_fake: 0.464 (epoch: 43, iters: 4000, time: 0.452) G_GAN: 1.482 G_GAN_Feat: 9.471 G_VGG: 4.060 F_Flow: 99.108 F_Warp: 1.599 W: 3.481 D_real: 0.829 D_fake: 0.747 saving the latest model (epoch 43, total_steps 424000) (epoch: 43, iters: 4200, time: 0.456) G_GAN: 1.971 G_GAN_Feat: 9.793 G_VGG: 4.756 F_Flow: 87.890 F_Warp: 1.823 W: 3.791 D_real: 1.212 D_fake: 0.494 (epoch: 43, iters: 4400, time: 0.456) G_GAN: 1.652 G_GAN_Feat: 9.274 G_VGG: 4.138 F_Flow: 75.277 F_Warp: 1.376 W: 3.108 D_real: 1.344 D_fake: 0.584 (epoch: 43, iters: 4600, time: 0.451) G_GAN: 1.469 G_GAN_Feat: 9.871 G_VGG: 4.326 F_Flow: 100.199 F_Warp: 1.840 W: 3.534 D_real: 0.733 D_fake: 0.788 (epoch: 43, iters: 4800, time: 0.452) G_GAN: 0.812 G_GAN_Feat: 9.013 G_VGG: 3.790 F_Flow: 84.756 F_Warp: 1.247 W: 3.014 D_real: 0.428 D_fake: 1.639 (epoch: 43, iters: 5000, time: 0.454) G_GAN: 0.963 G_GAN_Feat: 9.353 G_VGG: 4.087 F_Flow: 99.666 F_Warp: 1.302 W: 3.261 D_real: 0.514 D_fake: 1.278 saving the latest model (epoch 43, total_steps 425000) (epoch: 43, iters: 5200, time: 0.451) G_GAN: 2.585 G_GAN_Feat: 10.090 G_VGG: 4.291 F_Flow: 135.598 F_Warp: 1.733 W: 3.507 D_real: 1.653 D_fake: 0.185 (epoch: 43, iters: 5400, time: 0.448) G_GAN: 2.347 G_GAN_Feat: 9.967 G_VGG: 4.333 F_Flow: 86.813 F_Warp: 1.738 W: 3.833 D_real: 1.455 D_fake: 0.248 (epoch: 43, iters: 5600, time: 0.456) G_GAN: 1.166 G_GAN_Feat: 9.853 G_VGG: 4.011 F_Flow: 79.893 F_Warp: 1.323 W: 3.247 D_real: 0.757 D_fake: 1.050 (epoch: 43, iters: 5800, time: 0.452) G_GAN: 1.209 G_GAN_Feat: 9.456 G_VGG: 4.212 F_Flow: 86.559 F_Warp: 1.334 W: 3.049 D_real: 0.662 D_fake: 1.165 (epoch: 43, iters: 6000, time: 0.449) G_GAN: 0.644 G_GAN_Feat: 10.213 G_VGG: 4.059 F_Flow: 74.099 F_Warp: 1.661 W: 3.605 D_real: 0.338 D_fake: 1.484 saving the latest model (epoch 43, total_steps 426000) (epoch: 43, iters: 6200, time: 0.450) G_GAN: 1.606 G_GAN_Feat: 9.768 G_VGG: 4.565 F_Flow: 99.377 F_Warp: 1.571 W: 3.494 D_real: 0.648 D_fake: 0.730 (epoch: 43, iters: 6400, time: 0.451) G_GAN: 0.931 G_GAN_Feat: 10.529 G_VGG: 4.580 F_Flow: 78.630 F_Warp: 1.498 W: 3.388 D_real: 0.346 D_fake: 1.204 (epoch: 43, iters: 6600, time: 0.452) G_GAN: 0.951 G_GAN_Feat: 9.256 G_VGG: 3.991 F_Flow: 81.883 F_Warp: 1.467 W: 3.526 D_real: 0.489 D_fake: 1.030 (epoch: 43, iters: 6800, time: 0.451) G_GAN: 1.602 G_GAN_Feat: 10.644 G_VGG: 4.308 F_Flow: 94.288 F_Warp: 1.753 W: 3.583 D_real: 0.696 D_fake: 0.773 (epoch: 43, iters: 7000, time: 0.450) G_GAN: 1.983 G_GAN_Feat: 9.340 G_VGG: 4.168 F_Flow: 117.596 F_Warp: 1.747 W: 3.581 D_real: 1.246 D_fake: 0.452 saving the latest model (epoch 43, total_steps 427000) (epoch: 43, iters: 7200, time: 0.456) G_GAN: 1.451 G_GAN_Feat: 10.452 G_VGG: 4.572 F_Flow: 126.425 F_Warp: 1.822 W: 3.836 D_real: 0.655 D_fake: 0.853 (epoch: 43, iters: 7400, time: 0.453) G_GAN: 2.019 G_GAN_Feat: 9.982 G_VGG: 4.046 F_Flow: 67.684 F_Warp: 1.407 W: 3.247 D_real: 1.588 D_fake: 0.291 (epoch: 43, iters: 7600, time: 0.453) G_GAN: 1.603 G_GAN_Feat: 9.181 G_VGG: 3.933 F_Flow: 89.691 F_Warp: 1.414 W: 3.394 D_real: 0.875 D_fake: 0.723 (epoch: 43, iters: 7800, time: 0.446) G_GAN: 0.873 G_GAN_Feat: 9.931 G_VGG: 4.308 F_Flow: 107.033 F_Warp: 1.674 W: 3.301 D_real: 0.266 D_fake: 1.370 (epoch: 43, iters: 8000, time: 0.449) G_GAN: 1.446 G_GAN_Feat: 9.904 G_VGG: 4.004 F_Flow: 94.690 F_Warp: 1.445 W: 3.122 D_real: 0.619 D_fake: 0.957 saving the latest model (epoch 43, total_steps 428000) (epoch: 43, iters: 8200, time: 0.451) G_GAN: 1.531 G_GAN_Feat: 11.156 G_VGG: 4.941 F_Flow: 101.810 F_Warp: 1.849 W: 3.911 D_real: 0.646 D_fake: 0.850 (epoch: 43, iters: 8400, time: 0.453) G_GAN: 2.048 G_GAN_Feat: 10.222 G_VGG: 3.993 F_Flow: 93.154 F_Warp: 1.516 W: 3.339 D_real: 1.271 D_fake: 0.442 (epoch: 43, iters: 8600, time: 0.446) G_GAN: 1.716 G_GAN_Feat: 10.670 G_VGG: 4.375 F_Flow: 100.089 F_Warp: 2.005 W: 4.191 D_real: 1.006 D_fake: 0.610 (epoch: 43, iters: 8800, time: 0.455) G_GAN: 2.282 G_GAN_Feat: 9.093 G_VGG: 4.009 F_Flow: 79.818 F_Warp: 1.653 W: 3.600 D_real: 1.205 D_fake: 0.384 (epoch: 43, iters: 9000, time: 0.451) G_GAN: 1.499 G_GAN_Feat: 9.803 G_VGG: 4.200 F_Flow: 94.440 F_Warp: 1.919 W: 3.833 D_real: 0.754 D_fake: 0.840 saving the latest model (epoch 43, total_steps 429000) (epoch: 43, iters: 9200, time: 0.455) G_GAN: 1.793 G_GAN_Feat: 9.752 G_VGG: 4.246 F_Flow: 63.939 F_Warp: 1.439 W: 3.327 D_real: 1.171 D_fake: 0.532 (epoch: 43, iters: 9400, time: 0.458) G_GAN: 0.614 G_GAN_Feat: 10.749 G_VGG: 4.326 F_Flow: 97.718 F_Warp: 1.840 W: 3.961 D_real: 0.137 D_fake: 1.651 (epoch: 43, iters: 9600, time: 0.458) G_GAN: 1.694 G_GAN_Feat: 11.086 G_VGG: 4.689 F_Flow: 115.048 F_Warp: 2.022 W: 4.033 D_real: 0.798 D_fake: 0.590 (epoch: 43, iters: 9800, time: 0.462) G_GAN: 1.892 G_GAN_Feat: 10.087 G_VGG: 4.599 F_Flow: 84.240 F_Warp: 1.555 W: 3.511 D_real: 1.012 D_fake: 0.620 (epoch: 43, iters: 10000, time: 0.459) G_GAN: 1.442 G_GAN_Feat: 8.916 G_VGG: 4.016 F_Flow: 105.491 F_Warp: 1.552 W: 3.142 D_real: 0.790 D_fake: 0.729 saving the latest model (epoch 43, total_steps 430000) End of epoch 43 / 100 Time Taken: 5019 sec (epoch: 44, iters: 200, time: 0.464) G_GAN: 0.681 G_GAN_Feat: 10.403 G_VGG: 4.220 F_Flow: 94.099 F_Warp: 1.643 W: 3.848 D_real: 0.641 D_fake: 0.973 (epoch: 44, iters: 400, time: 0.456) G_GAN: 1.617 G_GAN_Feat: 8.934 G_VGG: 4.033 F_Flow: 99.850 F_Warp: 1.510 W: 3.225 D_real: 1.088 D_fake: 0.656 (epoch: 44, iters: 600, time: 0.458) G_GAN: 1.633 G_GAN_Feat: 9.896 G_VGG: 4.128 F_Flow: 86.788 F_Warp: 1.666 W: 3.794 D_real: 1.037 D_fake: 0.486 (epoch: 44, iters: 800, time: 0.458) G_GAN: 0.731 G_GAN_Feat: 10.380 G_VGG: 4.708 F_Flow: 97.937 F_Warp: 1.695 W: 3.725 D_real: 0.503 D_fake: 1.377 (epoch: 44, iters: 1000, time: 0.453) G_GAN: 2.295 G_GAN_Feat: 9.410 G_VGG: 4.321 F_Flow: 114.104 F_Warp: 1.590 W: 3.709 D_real: 1.869 D_fake: 0.161 saving the latest model (epoch 44, total_steps 431000) (epoch: 44, iters: 1200, time: 0.455) G_GAN: 1.620 G_GAN_Feat: 9.420 G_VGG: 4.206 F_Flow: 82.183 F_Warp: 1.260 W: 2.987 D_real: 1.094 D_fake: 0.595 (epoch: 44, iters: 1400, time: 0.456) G_GAN: 1.301 G_GAN_Feat: 9.580 G_VGG: 4.209 F_Flow: 105.542 F_Warp: 1.534 W: 3.466 D_real: 0.722 D_fake: 0.907 (epoch: 44, iters: 1600, time: 0.457) G_GAN: 1.537 G_GAN_Feat: 10.426 G_VGG: 4.555 F_Flow: 86.804 F_Warp: 1.789 W: 3.707 D_real: 0.545 D_fake: 0.973 (epoch: 44, iters: 1800, time: 0.461) G_GAN: 1.394 G_GAN_Feat: 9.499 G_VGG: 4.159 F_Flow: 102.503 F_Warp: 1.547 W: 3.548 D_real: 0.920 D_fake: 0.851 (epoch: 44, iters: 2000, time: 0.456) G_GAN: 1.522 G_GAN_Feat: 10.976 G_VGG: 4.243 F_Flow: 132.222 F_Warp: 1.704 W: 3.854 D_real: 1.011 D_fake: 0.767 saving the latest model (epoch 44, total_steps 432000) (epoch: 44, iters: 2200, time: 0.453) G_GAN: 1.392 G_GAN_Feat: 9.913 G_VGG: 4.217 F_Flow: 120.214 F_Warp: 1.747 W: 3.441 D_real: 0.542 D_fake: 0.977 (epoch: 44, iters: 2400, time: 0.457) G_GAN: 2.077 G_GAN_Feat: 9.613 G_VGG: 4.187 F_Flow: 78.393 F_Warp: 1.424 W: 3.190 D_real: 1.576 D_fake: 0.281 (epoch: 44, iters: 2600, time: 0.455) G_GAN: 2.045 G_GAN_Feat: 10.715 G_VGG: 4.990 F_Flow: 99.400 F_Warp: 1.852 W: 4.037 D_real: 1.228 D_fake: 0.395 (epoch: 44, iters: 2800, time: 0.453) G_GAN: 1.193 G_GAN_Feat: 10.761 G_VGG: 4.512 F_Flow: 85.055 F_Warp: 1.940 W: 4.103 D_real: 0.445 D_fake: 1.151 (epoch: 44, iters: 3000, time: 0.457) G_GAN: 0.647 G_GAN_Feat: 9.613 G_VGG: 4.321 F_Flow: 104.679 F_Warp: 1.663 W: 3.477 D_real: 0.239 D_fake: 1.445 saving the latest model (epoch 44, total_steps 433000) (epoch: 44, iters: 3200, time: 0.453) G_GAN: 1.298 G_GAN_Feat: 11.143 G_VGG: 4.788 F_Flow: 101.881 F_Warp: 1.897 W: 3.931 D_real: 0.652 D_fake: 0.921 (epoch: 44, iters: 3400, time: 0.456) G_GAN: 0.621 G_GAN_Feat: 9.791 G_VGG: 4.296 F_Flow: 98.839 F_Warp: 1.566 W: 3.337 D_real: 0.255 D_fake: 1.595 (epoch: 44, iters: 3600, time: 0.456) G_GAN: 1.395 G_GAN_Feat: 11.106 G_VGG: 4.736 F_Flow: 91.723 F_Warp: 1.630 W: 3.840 D_real: 0.937 D_fake: 0.765 (epoch: 44, iters: 3800, time: 0.456) G_GAN: 1.546 G_GAN_Feat: 9.523 G_VGG: 4.615 F_Flow: 93.526 F_Warp: 1.378 W: 3.112 D_real: 0.608 D_fake: 0.779 (epoch: 44, iters: 4000, time: 0.455) G_GAN: 0.668 G_GAN_Feat: 8.946 G_VGG: 4.106 F_Flow: 96.242 F_Warp: 1.446 W: 3.235 D_real: 0.338 D_fake: 1.354 saving the latest model (epoch 44, total_steps 434000) (epoch: 44, iters: 4200, time: 0.455) G_GAN: 1.233 G_GAN_Feat: 8.807 G_VGG: 4.246 F_Flow: 92.553 F_Warp: 1.497 W: 3.234 D_real: 0.967 D_fake: 0.887 (epoch: 44, iters: 4400, time: 0.457) G_GAN: 1.229 G_GAN_Feat: 9.523 G_VGG: 4.516 F_Flow: 100.106 F_Warp: 1.675 W: 3.564 D_real: 0.501 D_fake: 1.421 (epoch: 44, iters: 4600, time: 0.454) G_GAN: 1.535 G_GAN_Feat: 10.816 G_VGG: 4.387 F_Flow: 120.452 F_Warp: 1.654 W: 3.630 D_real: 0.897 D_fake: 0.803 (epoch: 44, iters: 4800, time: 0.458) G_GAN: 2.123 G_GAN_Feat: 9.107 G_VGG: 3.941 F_Flow: 84.599 F_Warp: 1.406 W: 3.297 D_real: 1.640 D_fake: 0.325 (epoch: 44, iters: 5000, time: 0.449) G_GAN: 1.930 G_GAN_Feat: 9.230 G_VGG: 4.409 F_Flow: 107.110 F_Warp: 1.446 W: 3.468 D_real: 1.003 D_fake: 0.666 saving the latest model (epoch 44, total_steps 435000) (epoch: 44, iters: 5200, time: 0.450) G_GAN: 1.657 G_GAN_Feat: 10.285 G_VGG: 4.561 F_Flow: 82.843 F_Warp: 1.689 W: 3.539 D_real: 0.938 D_fake: 0.613 (epoch: 44, iters: 5400, time: 0.455) G_GAN: 2.261 G_GAN_Feat: 10.637 G_VGG: 4.721 F_Flow: 114.757 F_Warp: 2.033 W: 4.224 D_real: 1.382 D_fake: 0.199 (epoch: 44, iters: 5600, time: 0.453) G_GAN: 2.125 G_GAN_Feat: 10.494 G_VGG: 4.178 F_Flow: 94.442 F_Warp: 1.785 W: 3.568 D_real: 0.833 D_fake: 0.441 (epoch: 44, iters: 5800, time: 0.453) G_GAN: 0.674 G_GAN_Feat: 11.778 G_VGG: 4.652 F_Flow: 72.039 F_Warp: 2.237 W: 4.487 D_real: 0.119 D_fake: 1.780 (epoch: 44, iters: 6000, time: 0.453) G_GAN: 1.769 G_GAN_Feat: 10.199 G_VGG: 4.598 F_Flow: 92.291 F_Warp: 1.667 W: 3.695 D_real: 1.115 D_fake: 0.428 saving the latest model (epoch 44, total_steps 436000) (epoch: 44, iters: 6200, time: 0.451) G_GAN: 1.264 G_GAN_Feat: 11.361 G_VGG: 4.595 F_Flow: 101.204 F_Warp: 2.086 W: 4.317 D_real: 0.659 D_fake: 0.925 (epoch: 44, iters: 6400, time: 0.454) G_GAN: 1.347 G_GAN_Feat: 9.045 G_VGG: 3.924 F_Flow: 90.777 F_Warp: 1.434 W: 3.185 D_real: 0.953 D_fake: 0.878 (epoch: 44, iters: 6600, time: 0.450) G_GAN: 2.279 G_GAN_Feat: 9.579 G_VGG: 4.366 F_Flow: 115.367 F_Warp: 1.561 W: 3.328 D_real: 1.440 D_fake: 0.281 (epoch: 44, iters: 6800, time: 0.454) G_GAN: 1.596 G_GAN_Feat: 9.095 G_VGG: 4.080 F_Flow: 93.755 F_Warp: 1.485 W: 3.198 D_real: 0.862 D_fake: 1.011 (epoch: 44, iters: 7000, time: 0.453) G_GAN: 1.801 G_GAN_Feat: 11.842 G_VGG: 5.409 F_Flow: 113.255 F_Warp: 2.213 W: 4.534 D_real: 0.611 D_fake: 0.710 saving the latest model (epoch 44, total_steps 437000) (epoch: 44, iters: 7200, time: 0.452) G_GAN: 1.247 G_GAN_Feat: 11.506 G_VGG: 4.640 F_Flow: 109.544 F_Warp: 2.317 W: 4.313 D_real: 0.434 D_fake: 1.055 (epoch: 44, iters: 7400, time: 0.462) G_GAN: 1.009 G_GAN_Feat: 8.961 G_VGG: 3.672 F_Flow: 97.361 F_Warp: 1.340 W: 3.039 D_real: 0.475 D_fake: 1.070 (epoch: 44, iters: 7600, time: 0.456) G_GAN: 1.011 G_GAN_Feat: 9.662 G_VGG: 4.379 F_Flow: 90.574 F_Warp: 1.540 W: 3.361 D_real: 0.558 D_fake: 1.181 (epoch: 44, iters: 7800, time: 0.449) G_GAN: 2.233 G_GAN_Feat: 8.502 G_VGG: 4.058 F_Flow: 83.202 F_Warp: 1.494 W: 3.426 D_real: 1.415 D_fake: 0.282 (epoch: 44, iters: 8000, time: 0.457) G_GAN: 2.098 G_GAN_Feat: 10.705 G_VGG: 4.485 F_Flow: 130.583 F_Warp: 1.710 W: 3.883 D_real: 1.274 D_fake: 0.361 saving the latest model (epoch 44, total_steps 438000) (epoch: 44, iters: 8200, time: 0.450) G_GAN: 1.675 G_GAN_Feat: 9.221 G_VGG: 4.047 F_Flow: 114.604 F_Warp: 1.474 W: 3.420 D_real: 0.844 D_fake: 0.657 (epoch: 44, iters: 8400, time: 0.454) G_GAN: 1.753 G_GAN_Feat: 10.157 G_VGG: 4.469 F_Flow: 116.712 F_Warp: 1.580 W: 3.668 D_real: 1.122 D_fake: 0.662 (epoch: 44, iters: 8600, time: 0.456) G_GAN: 1.463 G_GAN_Feat: 10.499 G_VGG: 4.657 F_Flow: 101.934 F_Warp: 1.933 W: 4.218 D_real: 0.701 D_fake: 1.000 (epoch: 44, iters: 8800, time: 0.449) G_GAN: 1.593 G_GAN_Feat: 9.028 G_VGG: 4.163 F_Flow: 110.698 F_Warp: 1.423 W: 3.205 D_real: 1.035 D_fake: 0.641 (epoch: 44, iters: 9000, time: 0.449) G_GAN: 1.002 G_GAN_Feat: 9.526 G_VGG: 3.778 F_Flow: 98.431 F_Warp: 1.321 W: 3.209 D_real: 0.664 D_fake: 1.071 saving the latest model (epoch 44, total_steps 439000) (epoch: 44, iters: 9200, time: 0.459) G_GAN: 1.186 G_GAN_Feat: 10.398 G_VGG: 4.438 F_Flow: 108.754 F_Warp: 1.815 W: 3.882 D_real: 0.491 D_fake: 1.084 (epoch: 44, iters: 9400, time: 0.453) G_GAN: 1.979 G_GAN_Feat: 10.292 G_VGG: 4.544 F_Flow: 102.540 F_Warp: 1.435 W: 3.291 D_real: 0.874 D_fake: 0.452 (epoch: 44, iters: 9600, time: 0.452) G_GAN: 1.158 G_GAN_Feat: 9.513 G_VGG: 3.918 F_Flow: 105.321 F_Warp: 1.628 W: 3.271 D_real: 0.710 D_fake: 0.951 (epoch: 44, iters: 9800, time: 0.453) G_GAN: 1.413 G_GAN_Feat: 9.688 G_VGG: 4.058 F_Flow: 92.543 F_Warp: 1.514 W: 3.316 D_real: 0.924 D_fake: 0.787 (epoch: 44, iters: 10000, time: 0.445) G_GAN: 1.380 G_GAN_Feat: 9.140 G_VGG: 4.042 F_Flow: 98.286 F_Warp: 1.395 W: 3.191 D_real: 0.797 D_fake: 0.882 saving the latest model (epoch 44, total_steps 440000) End of epoch 44 / 100 Time Taken: 5060 sec (epoch: 45, iters: 200, time: 0.454) G_GAN: 1.698 G_GAN_Feat: 10.330 G_VGG: 4.397 F_Flow: 104.698 F_Warp: 1.649 W: 3.588 D_real: 0.979 D_fake: 0.458 (epoch: 45, iters: 400, time: 0.458) G_GAN: 1.007 G_GAN_Feat: 9.952 G_VGG: 4.454 F_Flow: 123.879 F_Warp: 1.854 W: 3.644 D_real: 0.499 D_fake: 1.153 (epoch: 45, iters: 600, time: 0.452) G_GAN: 1.966 G_GAN_Feat: 9.351 G_VGG: 4.005 F_Flow: 89.317 F_Warp: 1.497 W: 3.308 D_real: 1.469 D_fake: 0.292 (epoch: 45, iters: 800, time: 0.451) G_GAN: 1.103 G_GAN_Feat: 10.101 G_VGG: 4.445 F_Flow: 91.929 F_Warp: 1.859 W: 3.980 D_real: 0.373 D_fake: 1.243 (epoch: 45, iters: 1000, time: 0.449) G_GAN: 0.869 G_GAN_Feat: 10.000 G_VGG: 4.183 F_Flow: 95.837 F_Warp: 1.583 W: 3.562 D_real: 0.406 D_fake: 1.174 saving the latest model (epoch 45, total_steps 441000) (epoch: 45, iters: 1200, time: 0.452) G_GAN: 1.646 G_GAN_Feat: 11.764 G_VGG: 4.593 F_Flow: 67.039 F_Warp: 2.872 W: 5.111 D_real: 0.781 D_fake: 0.529 (epoch: 45, iters: 1400, time: 0.450) G_GAN: 2.001 G_GAN_Feat: 10.090 G_VGG: 4.318 F_Flow: 75.209 F_Warp: 1.679 W: 3.798 D_real: 1.351 D_fake: 0.294 (epoch: 45, iters: 1600, time: 0.451) G_GAN: 1.061 G_GAN_Feat: 10.387 G_VGG: 4.129 F_Flow: 86.512 F_Warp: 1.381 W: 3.370 D_real: 0.594 D_fake: 0.961 (epoch: 45, iters: 1800, time: 0.449) G_GAN: 2.089 G_GAN_Feat: 8.701 G_VGG: 3.700 F_Flow: 78.496 F_Warp: 1.135 W: 2.788 D_real: 1.516 D_fake: 0.272 (epoch: 45, iters: 2000, time: 0.443) G_GAN: 2.301 G_GAN_Feat: 9.511 G_VGG: 4.304 F_Flow: 128.042 F_Warp: 1.447 W: 3.393 D_real: 1.365 D_fake: 0.250 saving the latest model (epoch 45, total_steps 442000) (epoch: 45, iters: 2200, time: 0.451) G_GAN: 1.839 G_GAN_Feat: 8.963 G_VGG: 3.759 F_Flow: 121.815 F_Warp: 1.621 W: 3.288 D_real: 1.069 D_fake: 0.436 (epoch: 45, iters: 2400, time: 0.445) G_GAN: 0.976 G_GAN_Feat: 10.670 G_VGG: 4.344 F_Flow: 103.893 F_Warp: 1.829 W: 4.140 D_real: 0.530 D_fake: 1.327 (epoch: 45, iters: 2600, time: 0.450) G_GAN: 1.636 G_GAN_Feat: 9.361 G_VGG: 4.106 F_Flow: 99.952 F_Warp: 1.692 W: 3.832 D_real: 0.914 D_fake: 0.555 (epoch: 45, iters: 2800, time: 0.450) G_GAN: 2.097 G_GAN_Feat: 9.454 G_VGG: 3.941 F_Flow: 94.288 F_Warp: 1.349 W: 3.142 D_real: 1.407 D_fake: 0.328 (epoch: 45, iters: 3000, time: 0.452) G_GAN: 2.127 G_GAN_Feat: 9.939 G_VGG: 4.300 F_Flow: 90.706 F_Warp: 1.772 W: 3.830 D_real: 1.265 D_fake: 0.354 saving the latest model (epoch 45, total_steps 443000) (epoch: 45, iters: 3200, time: 0.449) G_GAN: 1.469 G_GAN_Feat: 10.053 G_VGG: 4.185 F_Flow: 85.669 F_Warp: 1.480 W: 3.465 D_real: 0.832 D_fake: 0.715 (epoch: 45, iters: 3400, time: 0.448) G_GAN: 1.529 G_GAN_Feat: 9.916 G_VGG: 4.615 F_Flow: 98.306 F_Warp: 1.492 W: 3.412 D_real: 0.822 D_fake: 0.733 (epoch: 45, iters: 3600, time: 0.447) G_GAN: 0.722 G_GAN_Feat: 10.145 G_VGG: 4.320 F_Flow: 84.787 F_Warp: 1.911 W: 3.638 D_real: 0.438 D_fake: 1.532 (epoch: 45, iters: 3800, time: 0.444) G_GAN: 1.797 G_GAN_Feat: 9.138 G_VGG: 4.277 F_Flow: 83.228 F_Warp: 1.380 W: 3.177 D_real: 1.363 D_fake: 0.559 (epoch: 45, iters: 4000, time: 0.443) G_GAN: 2.078 G_GAN_Feat: 9.563 G_VGG: 4.135 F_Flow: 98.180 F_Warp: 1.548 W: 3.441 D_real: 1.594 D_fake: 0.304 saving the latest model (epoch 45, total_steps 444000) (epoch: 45, iters: 4200, time: 0.445) G_GAN: 1.481 G_GAN_Feat: 9.976 G_VGG: 4.329 F_Flow: 94.408 F_Warp: 1.592 W: 3.755 D_real: 0.695 D_fake: 0.824 (epoch: 45, iters: 4400, time: 0.443) G_GAN: 1.122 G_GAN_Feat: 9.083 G_VGG: 3.753 F_Flow: 109.653 F_Warp: 1.549 W: 3.086 D_real: 0.879 D_fake: 0.900 (epoch: 45, iters: 4600, time: 0.444) G_GAN: 1.177 G_GAN_Feat: 10.144 G_VGG: 4.588 F_Flow: 82.470 F_Warp: 1.483 W: 3.359 D_real: 0.710 D_fake: 1.225 (epoch: 45, iters: 4800, time: 0.449) G_GAN: 1.992 G_GAN_Feat: 8.700 G_VGG: 3.839 F_Flow: 117.747 F_Warp: 1.640 W: 3.199 D_real: 1.219 D_fake: 0.628 (epoch: 45, iters: 5000, time: 0.442) G_GAN: 1.772 G_GAN_Feat: 8.520 G_VGG: 3.884 F_Flow: 91.916 F_Warp: 1.322 W: 3.025 D_real: 1.453 D_fake: 0.384 saving the latest model (epoch 45, total_steps 445000) (epoch: 45, iters: 5200, time: 0.443) G_GAN: 1.397 G_GAN_Feat: 9.110 G_VGG: 4.223 F_Flow: 92.944 F_Warp: 1.858 W: 3.345 D_real: 0.706 D_fake: 1.068 (epoch: 45, iters: 5400, time: 0.446) G_GAN: 1.353 G_GAN_Feat: 8.821 G_VGG: 4.194 F_Flow: 96.167 F_Warp: 1.321 W: 2.911 D_real: 0.730 D_fake: 0.962 (epoch: 45, iters: 5600, time: 0.442) G_GAN: 1.326 G_GAN_Feat: 9.696 G_VGG: 4.242 F_Flow: 125.645 F_Warp: 1.777 W: 3.821 D_real: 0.716 D_fake: 0.957 (epoch: 45, iters: 5800, time: 0.441) G_GAN: 1.020 G_GAN_Feat: 9.788 G_VGG: 4.896 F_Flow: 74.091 F_Warp: 1.469 W: 3.246 D_real: 0.372 D_fake: 1.335 (epoch: 45, iters: 6000, time: 0.445) G_GAN: 0.739 G_GAN_Feat: 10.226 G_VGG: 4.117 F_Flow: 81.440 F_Warp: 1.728 W: 3.670 D_real: 0.163 D_fake: 1.629 saving the latest model (epoch 45, total_steps 446000) (epoch: 45, iters: 6200, time: 0.440) G_GAN: 2.132 G_GAN_Feat: 10.899 G_VGG: 4.815 F_Flow: 107.225 F_Warp: 1.828 W: 3.999 D_real: 1.057 D_fake: 0.437 (epoch: 45, iters: 6400, time: 0.441) G_GAN: 2.195 G_GAN_Feat: 10.811 G_VGG: 4.575 F_Flow: 86.103 F_Warp: 1.722 W: 3.710 D_real: 1.543 D_fake: 0.203 (epoch: 45, iters: 6600, time: 0.444) G_GAN: 1.829 G_GAN_Feat: 10.803 G_VGG: 4.440 F_Flow: 86.213 F_Warp: 1.731 W: 3.538 D_real: 0.901 D_fake: 0.590 (epoch: 45, iters: 6800, time: 0.443) G_GAN: 2.166 G_GAN_Feat: 10.066 G_VGG: 4.794 F_Flow: 88.609 F_Warp: 1.658 W: 3.733 D_real: 1.582 D_fake: 0.276 (epoch: 45, iters: 7000, time: 0.441) G_GAN: 1.991 G_GAN_Feat: 9.746 G_VGG: 4.392 F_Flow: 100.222 F_Warp: 1.667 W: 3.465 D_real: 1.289 D_fake: 0.330 saving the latest model (epoch 45, total_steps 447000) (epoch: 45, iters: 7200, time: 0.442) G_GAN: 1.848 G_GAN_Feat: 9.857 G_VGG: 4.257 F_Flow: 89.563 F_Warp: 1.512 W: 3.480 D_real: 1.130 D_fake: 0.489 (epoch: 45, iters: 7400, time: 0.442) G_GAN: 1.518 G_GAN_Feat: 9.435 G_VGG: 4.726 F_Flow: 97.236 F_Warp: 1.601 W: 3.248 D_real: 0.893 D_fake: 0.657 (epoch: 45, iters: 7600, time: 0.441) G_GAN: 1.628 G_GAN_Feat: 8.878 G_VGG: 3.962 F_Flow: 85.791 F_Warp: 1.317 W: 3.102 D_real: 1.355 D_fake: 0.571 (epoch: 45, iters: 7800, time: 0.444) G_GAN: 1.382 G_GAN_Feat: 11.669 G_VGG: 5.124 F_Flow: 81.494 F_Warp: 2.195 W: 4.444 D_real: 0.389 D_fake: 1.081 (epoch: 45, iters: 8000, time: 0.438) G_GAN: 0.677 G_GAN_Feat: 10.208 G_VGG: 4.254 F_Flow: 108.009 F_Warp: 1.682 W: 3.769 D_real: 0.143 D_fake: 1.572 saving the latest model (epoch 45, total_steps 448000) (epoch: 45, iters: 8200, time: 0.439) G_GAN: 2.345 G_GAN_Feat: 9.264 G_VGG: 3.867 F_Flow: 95.993 F_Warp: 1.298 W: 2.960 D_real: 2.041 D_fake: 0.090 (epoch: 45, iters: 8400, time: 0.443) G_GAN: 1.948 G_GAN_Feat: 10.484 G_VGG: 4.129 F_Flow: 89.979 F_Warp: 1.805 W: 4.027 D_real: 1.121 D_fake: 0.468 (epoch: 45, iters: 8600, time: 0.438) G_GAN: 0.579 G_GAN_Feat: 10.705 G_VGG: 4.361 F_Flow: 115.258 F_Warp: 1.415 W: 3.227 D_real: 0.190 D_fake: 1.400 (epoch: 45, iters: 8800, time: 0.441) G_GAN: 1.383 G_GAN_Feat: 9.220 G_VGG: 4.120 F_Flow: 96.781 F_Warp: 1.425 W: 3.328 D_real: 1.197 D_fake: 0.699 (epoch: 45, iters: 9000, time: 0.441) G_GAN: 1.557 G_GAN_Feat: 10.783 G_VGG: 4.449 F_Flow: 104.009 F_Warp: 1.887 W: 4.016 D_real: 0.706 D_fake: 0.863 saving the latest model (epoch 45, total_steps 449000) (epoch: 45, iters: 9200, time: 0.443) G_GAN: 0.418 G_GAN_Feat: 10.618 G_VGG: 4.521 F_Flow: 75.394 F_Warp: 1.675 W: 3.771 D_real: 0.317 D_fake: 1.501 (epoch: 45, iters: 9400, time: 0.441) G_GAN: 1.648 G_GAN_Feat: 9.863 G_VGG: 4.062 F_Flow: 106.400 F_Warp: 1.321 W: 3.159 D_real: 1.127 D_fake: 0.813 (epoch: 45, iters: 9600, time: 0.442) G_GAN: 1.140 G_GAN_Feat: 10.288 G_VGG: 4.436 F_Flow: 73.928 F_Warp: 1.782 W: 3.533 D_real: 0.391 D_fake: 1.272 (epoch: 45, iters: 9800, time: 0.443) G_GAN: 1.225 G_GAN_Feat: 9.147 G_VGG: 4.058 F_Flow: 131.455 F_Warp: 1.491 W: 3.211 D_real: 0.503 D_fake: 1.034 (epoch: 45, iters: 10000, time: 0.437) G_GAN: 1.789 G_GAN_Feat: 11.497 G_VGG: 4.701 F_Flow: 84.383 F_Warp: 1.720 W: 3.996 D_real: 1.010 D_fake: 0.599 saving the latest model (epoch 45, total_steps 450000) End of epoch 45 / 100 Time Taken: 4983 sec saving the model at the end of epoch 45, iters 450000 (epoch: 46, iters: 200, time: 0.450) G_GAN: 1.838 G_GAN_Feat: 10.768 G_VGG: 4.607 F_Flow: 71.173 F_Warp: 2.034 W: 4.038 D_real: 1.125 D_fake: 0.399 (epoch: 46, iters: 400, time: 0.442) G_GAN: 1.980 G_GAN_Feat: 10.506 G_VGG: 4.839 F_Flow: 103.627 F_Warp: 1.933 W: 3.853 D_real: 1.181 D_fake: 0.414 (epoch: 46, iters: 600, time: 0.444) G_GAN: 0.651 G_GAN_Feat: 9.430 G_VGG: 3.894 F_Flow: 107.204 F_Warp: 1.335 W: 3.112 D_real: 0.244 D_fake: 1.423 (epoch: 46, iters: 800, time: 0.450) G_GAN: 2.333 G_GAN_Feat: 10.820 G_VGG: 4.477 F_Flow: 85.991 F_Warp: 1.741 W: 3.710 D_real: 1.175 D_fake: 0.331 (epoch: 46, iters: 1000, time: 0.453) G_GAN: 1.151 G_GAN_Feat: 10.602 G_VGG: 4.509 F_Flow: 110.113 F_Warp: 1.831 W: 3.989 D_real: 0.512 D_fake: 1.092 saving the latest model (epoch 46, total_steps 451000) (epoch: 46, iters: 1200, time: 0.452) G_GAN: 1.181 G_GAN_Feat: 10.502 G_VGG: 4.917 F_Flow: 113.165 F_Warp: 2.012 W: 3.767 D_real: 0.266 D_fake: 1.281 (epoch: 46, iters: 1400, time: 0.446) G_GAN: 1.850 G_GAN_Feat: 10.796 G_VGG: 4.759 F_Flow: 93.113 F_Warp: 1.803 W: 3.675 D_real: 0.754 D_fake: 0.600 (epoch: 46, iters: 1600, time: 0.448) G_GAN: 1.480 G_GAN_Feat: 10.012 G_VGG: 4.369 F_Flow: 114.012 F_Warp: 2.003 W: 3.868 D_real: 1.016 D_fake: 0.689 (epoch: 46, iters: 1800, time: 0.446) G_GAN: 1.729 G_GAN_Feat: 9.498 G_VGG: 4.131 F_Flow: 109.572 F_Warp: 1.541 W: 3.296 D_real: 1.056 D_fake: 0.462 (epoch: 46, iters: 2000, time: 0.451) G_GAN: 0.805 G_GAN_Feat: 10.497 G_VGG: 4.428 F_Flow: 103.707 F_Warp: 1.684 W: 3.550 D_real: 0.340 D_fake: 1.383 saving the latest model (epoch 46, total_steps 452000) (epoch: 46, iters: 2200, time: 0.450) G_GAN: 1.372 G_GAN_Feat: 9.328 G_VGG: 4.494 F_Flow: 123.735 F_Warp: 1.472 W: 3.196 D_real: 0.869 D_fake: 0.756 (epoch: 46, iters: 2400, time: 0.451) G_GAN: 1.814 G_GAN_Feat: 9.143 G_VGG: 4.258 F_Flow: 101.988 F_Warp: 1.627 W: 3.423 D_real: 0.943 D_fake: 0.698 (epoch: 46, iters: 2600, time: 0.455) G_GAN: 1.464 G_GAN_Feat: 10.544 G_VGG: 4.529 F_Flow: 102.095 F_Warp: 1.727 W: 3.809 D_real: 0.720 D_fake: 0.747 (epoch: 46, iters: 2800, time: 0.457) G_GAN: 1.892 G_GAN_Feat: 9.901 G_VGG: 4.278 F_Flow: 112.761 F_Warp: 1.607 W: 3.517 D_real: 1.280 D_fake: 0.530 (epoch: 46, iters: 3000, time: 0.448) G_GAN: 1.645 G_GAN_Feat: 10.515 G_VGG: 4.473 F_Flow: 79.811 F_Warp: 1.766 W: 3.820 D_real: 1.011 D_fake: 0.535 saving the latest model (epoch 46, total_steps 453000) (epoch: 46, iters: 3200, time: 0.454) G_GAN: 1.771 G_GAN_Feat: 9.487 G_VGG: 4.283 F_Flow: 100.339 F_Warp: 1.633 W: 3.606 D_real: 1.186 D_fake: 0.500 (epoch: 46, iters: 3400, time: 0.458) G_GAN: 1.315 G_GAN_Feat: 11.358 G_VGG: 4.573 F_Flow: 90.648 F_Warp: 1.995 W: 4.084 D_real: 0.422 D_fake: 1.104 (epoch: 46, iters: 3600, time: 0.446) G_GAN: 2.506 G_GAN_Feat: 9.878 G_VGG: 4.697 F_Flow: 110.503 F_Warp: 1.874 W: 3.773 D_real: 1.517 D_fake: 0.214 (epoch: 46, iters: 3800, time: 0.451) G_GAN: 1.698 G_GAN_Feat: 9.208 G_VGG: 4.225 F_Flow: 89.182 F_Warp: 1.315 W: 2.982 D_real: 1.014 D_fake: 0.733 (epoch: 46, iters: 4000, time: 0.459) G_GAN: 0.857 G_GAN_Feat: 9.020 G_VGG: 4.260 F_Flow: 91.490 F_Warp: 1.436 W: 3.331 D_real: 0.441 D_fake: 1.317 saving the latest model (epoch 46, total_steps 454000) (epoch: 46, iters: 4200, time: 0.457) G_GAN: 1.139 G_GAN_Feat: 9.695 G_VGG: 4.438 F_Flow: 97.569 F_Warp: 1.505 W: 3.337 D_real: 0.752 D_fake: 1.011 (epoch: 46, iters: 4400, time: 0.458) G_GAN: 2.034 G_GAN_Feat: 11.716 G_VGG: 4.630 F_Flow: 88.006 F_Warp: 2.484 W: 4.534 D_real: 0.742 D_fake: 0.370 (epoch: 46, iters: 4600, time: 0.461) G_GAN: 1.202 G_GAN_Feat: 9.294 G_VGG: 4.202 F_Flow: 90.336 F_Warp: 1.444 W: 3.354 D_real: 0.780 D_fake: 1.012 (epoch: 46, iters: 4800, time: 0.455) G_GAN: 1.592 G_GAN_Feat: 10.502 G_VGG: 4.693 F_Flow: 100.436 F_Warp: 1.733 W: 3.768 D_real: 0.794 D_fake: 0.808 (epoch: 46, iters: 5000, time: 0.458) G_GAN: 0.942 G_GAN_Feat: 9.909 G_VGG: 4.511 F_Flow: 89.647 F_Warp: 1.477 W: 3.187 D_real: 0.483 D_fake: 1.244 saving the latest model (epoch 46, total_steps 455000) (epoch: 46, iters: 5200, time: 0.460) G_GAN: 0.621 G_GAN_Feat: 9.326 G_VGG: 4.088 F_Flow: 105.637 F_Warp: 1.608 W: 3.450 D_real: 0.362 D_fake: 1.333 (epoch: 46, iters: 5400, time: 0.453) G_GAN: 1.215 G_GAN_Feat: 9.419 G_VGG: 4.209 F_Flow: 120.407 F_Warp: 1.554 W: 3.508 D_real: 0.939 D_fake: 0.781 (epoch: 46, iters: 5600, time: 0.459) G_GAN: 1.988 G_GAN_Feat: 10.557 G_VGG: 4.349 F_Flow: 108.212 F_Warp: 1.703 W: 3.691 D_real: 1.736 D_fake: 0.351 (epoch: 46, iters: 5800, time: 0.459) G_GAN: 1.125 G_GAN_Feat: 10.284 G_VGG: 4.287 F_Flow: 91.406 F_Warp: 1.788 W: 3.876 D_real: 0.618 D_fake: 0.993 (epoch: 46, iters: 6000, time: 0.454) G_GAN: 1.270 G_GAN_Feat: 9.210 G_VGG: 3.524 F_Flow: 76.810 F_Warp: 1.214 W: 3.028 D_real: 0.479 D_fake: 0.845 saving the latest model (epoch 46, total_steps 456000) (epoch: 46, iters: 6200, time: 0.456) G_GAN: 1.387 G_GAN_Feat: 9.689 G_VGG: 3.954 F_Flow: 129.383 F_Warp: 1.573 W: 3.512 D_real: 0.615 D_fake: 0.858 (epoch: 46, iters: 6400, time: 0.456) G_GAN: 1.724 G_GAN_Feat: 8.371 G_VGG: 3.714 F_Flow: 86.505 F_Warp: 1.361 W: 2.974 D_real: 1.266 D_fake: 0.508 (epoch: 46, iters: 6600, time: 0.456) G_GAN: 1.551 G_GAN_Feat: 9.323 G_VGG: 3.901 F_Flow: 80.651 F_Warp: 1.123 W: 2.742 D_real: 1.334 D_fake: 0.649 (epoch: 46, iters: 6800, time: 0.454) G_GAN: 1.443 G_GAN_Feat: 10.034 G_VGG: 4.545 F_Flow: 94.743 F_Warp: 1.724 W: 3.802 D_real: 1.024 D_fake: 0.985 (epoch: 46, iters: 7000, time: 0.457) G_GAN: 1.754 G_GAN_Feat: 9.914 G_VGG: 4.398 F_Flow: 71.671 F_Warp: 1.487 W: 3.193 D_real: 0.840 D_fake: 0.627 saving the latest model (epoch 46, total_steps 457000) (epoch: 46, iters: 7200, time: 0.456) G_GAN: 0.983 G_GAN_Feat: 9.533 G_VGG: 4.052 F_Flow: 94.429 F_Warp: 1.670 W: 3.651 D_real: 0.498 D_fake: 1.095 (epoch: 46, iters: 7400, time: 0.452) G_GAN: 0.729 G_GAN_Feat: 9.502 G_VGG: 4.352 F_Flow: 108.581 F_Warp: 1.526 W: 3.522 D_real: 0.290 D_fake: 1.358 (epoch: 46, iters: 7600, time: 0.456) G_GAN: 1.547 G_GAN_Feat: 9.350 G_VGG: 3.897 F_Flow: 115.685 F_Warp: 1.336 W: 3.266 D_real: 0.935 D_fake: 0.591 (epoch: 46, iters: 7800, time: 0.452) G_GAN: 0.993 G_GAN_Feat: 10.290 G_VGG: 3.994 F_Flow: 94.387 F_Warp: 1.300 W: 3.107 D_real: 0.627 D_fake: 0.930 (epoch: 46, iters: 8000, time: 0.454) G_GAN: 1.588 G_GAN_Feat: 10.229 G_VGG: 4.376 F_Flow: 100.558 F_Warp: 1.904 W: 3.987 D_real: 1.094 D_fake: 0.723 saving the latest model (epoch 46, total_steps 458000) (epoch: 46, iters: 8200, time: 0.457) G_GAN: 2.169 G_GAN_Feat: 9.893 G_VGG: 4.472 F_Flow: 89.512 F_Warp: 1.470 W: 3.460 D_real: 1.805 D_fake: 0.223 (epoch: 46, iters: 8400, time: 0.460) G_GAN: 2.043 G_GAN_Feat: 10.104 G_VGG: 4.544 F_Flow: 101.142 F_Warp: 1.766 W: 3.666 D_real: 1.174 D_fake: 0.383 (epoch: 46, iters: 8600, time: 0.457) G_GAN: 0.855 G_GAN_Feat: 9.776 G_VGG: 4.546 F_Flow: 81.822 F_Warp: 1.463 W: 3.321 D_real: 0.580 D_fake: 1.195 (epoch: 46, iters: 8800, time: 0.457) G_GAN: 1.635 G_GAN_Feat: 9.446 G_VGG: 4.153 F_Flow: 93.120 F_Warp: 1.557 W: 3.401 D_real: 1.307 D_fake: 0.582 (epoch: 46, iters: 9000, time: 0.453) G_GAN: 0.771 G_GAN_Feat: 8.690 G_VGG: 3.652 F_Flow: 86.256 F_Warp: 1.195 W: 2.900 D_real: 0.580 D_fake: 1.284 saving the latest model (epoch 46, total_steps 459000) (epoch: 46, iters: 9200, time: 0.458) G_GAN: 1.535 G_GAN_Feat: 10.444 G_VGG: 4.418 F_Flow: 103.781 F_Warp: 1.815 W: 3.652 D_real: 0.873 D_fake: 0.753 (epoch: 46, iters: 9400, time: 0.455) G_GAN: 1.104 G_GAN_Feat: 9.442 G_VGG: 3.964 F_Flow: 73.045 F_Warp: 1.487 W: 3.342 D_real: 0.832 D_fake: 0.956 (epoch: 46, iters: 9600, time: 0.455) G_GAN: 0.723 G_GAN_Feat: 9.502 G_VGG: 4.340 F_Flow: 109.139 F_Warp: 1.729 W: 3.499 D_real: 0.289 D_fake: 1.519 (epoch: 46, iters: 9800, time: 0.460) G_GAN: 1.969 G_GAN_Feat: 9.321 G_VGG: 4.200 F_Flow: 114.205 F_Warp: 1.791 W: 3.551 D_real: 1.179 D_fake: 0.407 (epoch: 46, iters: 10000, time: 0.459) G_GAN: 1.374 G_GAN_Feat: 11.054 G_VGG: 4.377 F_Flow: 85.083 F_Warp: 2.240 W: 4.618 D_real: 0.748 D_fake: 0.793 saving the latest model (epoch 46, total_steps 460000) End of epoch 46 / 100 Time Taken: 5102 sec (epoch: 47, iters: 200, time: 0.458) G_GAN: 1.582 G_GAN_Feat: 11.535 G_VGG: 5.007 F_Flow: 79.658 F_Warp: 2.735 W: 4.466 D_real: 0.662 D_fake: 0.645 (epoch: 47, iters: 400, time: 0.447) G_GAN: 1.810 G_GAN_Feat: 10.279 G_VGG: 4.341 F_Flow: 110.680 F_Warp: 1.701 W: 3.427 D_real: 0.653 D_fake: 0.651 (epoch: 47, iters: 600, time: 0.444) G_GAN: 1.462 G_GAN_Feat: 10.161 G_VGG: 3.988 F_Flow: 89.560 F_Warp: 1.682 W: 3.470 D_real: 0.532 D_fake: 1.105 (epoch: 47, iters: 800, time: 0.451) G_GAN: 1.445 G_GAN_Feat: 10.703 G_VGG: 4.319 F_Flow: 102.471 F_Warp: 1.699 W: 3.662 D_real: 0.695 D_fake: 0.880 (epoch: 47, iters: 1000, time: 0.445) G_GAN: 1.210 G_GAN_Feat: 10.124 G_VGG: 4.224 F_Flow: 115.661 F_Warp: 1.822 W: 3.499 D_real: 0.622 D_fake: 0.973 saving the latest model (epoch 47, total_steps 461000) (epoch: 47, iters: 1200, time: 0.445) G_GAN: 1.617 G_GAN_Feat: 10.562 G_VGG: 4.223 F_Flow: 120.403 F_Warp: 1.566 W: 3.754 D_real: 0.753 D_fake: 0.669 (epoch: 47, iters: 1400, time: 0.442) G_GAN: 0.658 G_GAN_Feat: 9.273 G_VGG: 4.060 F_Flow: 117.148 F_Warp: 1.731 W: 3.428 D_real: 0.340 D_fake: 1.504 (epoch: 47, iters: 1600, time: 0.448) G_GAN: 1.646 G_GAN_Feat: 10.204 G_VGG: 4.367 F_Flow: 93.323 F_Warp: 1.723 W: 3.568 D_real: 0.649 D_fake: 0.701 (epoch: 47, iters: 1800, time: 0.447) G_GAN: 1.645 G_GAN_Feat: 10.042 G_VGG: 4.410 F_Flow: 87.567 F_Warp: 1.645 W: 3.754 D_real: 0.815 D_fake: 0.490 (epoch: 47, iters: 2000, time: 0.454) G_GAN: 0.774 G_GAN_Feat: 10.578 G_VGG: 4.942 F_Flow: 132.249 F_Warp: 1.722 W: 3.551 D_real: 0.314 D_fake: 1.202 saving the latest model (epoch 47, total_steps 462000) (epoch: 47, iters: 2200, time: 0.443) G_GAN: 0.794 G_GAN_Feat: 10.145 G_VGG: 4.607 F_Flow: 100.632 F_Warp: 1.711 W: 3.672 D_real: 0.526 D_fake: 1.215 (epoch: 47, iters: 2400, time: 0.445) G_GAN: 2.083 G_GAN_Feat: 9.897 G_VGG: 4.639 F_Flow: 87.027 F_Warp: 1.901 W: 3.987 D_real: 1.511 D_fake: 0.258 (epoch: 47, iters: 2600, time: 0.449) G_GAN: 1.310 G_GAN_Feat: 9.814 G_VGG: 4.240 F_Flow: 83.926 F_Warp: 1.734 W: 3.565 D_real: 0.630 D_fake: 1.023 (epoch: 47, iters: 2800, time: 0.449) G_GAN: 1.330 G_GAN_Feat: 10.627 G_VGG: 4.396 F_Flow: 115.393 F_Warp: 1.915 W: 4.025 D_real: 0.766 D_fake: 0.931 (epoch: 47, iters: 3000, time: 0.445) G_GAN: 0.835 G_GAN_Feat: 9.878 G_VGG: 4.127 F_Flow: 99.645 F_Warp: 1.502 W: 3.283 D_real: 0.560 D_fake: 1.189 saving the latest model (epoch 47, total_steps 463000) (epoch: 47, iters: 3200, time: 0.457) G_GAN: 2.488 G_GAN_Feat: 10.429 G_VGG: 4.599 F_Flow: 81.621 F_Warp: 1.865 W: 3.803 D_real: 1.627 D_fake: 0.148 (epoch: 47, iters: 3400, time: 0.444) G_GAN: 1.371 G_GAN_Feat: 10.706 G_VGG: 4.349 F_Flow: 99.942 F_Warp: 1.834 W: 3.932 D_real: 0.603 D_fake: 0.860 (epoch: 47, iters: 3600, time: 0.450) G_GAN: 0.862 G_GAN_Feat: 9.514 G_VGG: 4.594 F_Flow: 97.889 F_Warp: 1.592 W: 3.372 D_real: 0.301 D_fake: 1.274 (epoch: 47, iters: 3800, time: 0.452) G_GAN: 1.812 G_GAN_Feat: 10.542 G_VGG: 4.385 F_Flow: 76.568 F_Warp: 1.706 W: 3.808 D_real: 1.061 D_fake: 0.489 (epoch: 47, iters: 4000, time: 0.446) G_GAN: 1.629 G_GAN_Feat: 10.443 G_VGG: 4.171 F_Flow: 98.333 F_Warp: 1.773 W: 3.846 D_real: 1.013 D_fake: 0.596 saving the latest model (epoch 47, total_steps 464000) (epoch: 47, iters: 4200, time: 0.443) G_GAN: 2.063 G_GAN_Feat: 9.254 G_VGG: 3.696 F_Flow: 99.288 F_Warp: 1.346 W: 2.853 D_real: 1.610 D_fake: 0.229 (epoch: 47, iters: 4400, time: 0.443) G_GAN: 1.174 G_GAN_Feat: 9.732 G_VGG: 3.844 F_Flow: 77.880 F_Warp: 1.476 W: 3.444 D_real: 0.454 D_fake: 1.071 (epoch: 47, iters: 4600, time: 0.441) G_GAN: 1.717 G_GAN_Feat: 9.644 G_VGG: 4.283 F_Flow: 123.089 F_Warp: 1.608 W: 3.428 D_real: 0.908 D_fake: 0.582 (epoch: 47, iters: 4800, time: 0.446) G_GAN: 0.588 G_GAN_Feat: 10.704 G_VGG: 4.717 F_Flow: 94.368 F_Warp: 1.781 W: 3.987 D_real: 0.249 D_fake: 1.456 (epoch: 47, iters: 5000, time: 0.444) G_GAN: 1.261 G_GAN_Feat: 10.341 G_VGG: 5.059 F_Flow: 124.999 F_Warp: 1.903 W: 3.803 D_real: 0.334 D_fake: 1.109 saving the latest model (epoch 47, total_steps 465000) (epoch: 47, iters: 5200, time: 0.443) G_GAN: 1.279 G_GAN_Feat: 10.901 G_VGG: 4.844 F_Flow: 100.238 F_Warp: 1.710 W: 3.646 D_real: 0.533 D_fake: 1.050 (epoch: 47, iters: 5400, time: 0.453) G_GAN: 1.045 G_GAN_Feat: 10.912 G_VGG: 4.493 F_Flow: 108.571 F_Warp: 2.135 W: 4.158 D_real: 0.358 D_fake: 1.265 (epoch: 47, iters: 5600, time: 0.443) G_GAN: 1.274 G_GAN_Feat: 10.513 G_VGG: 4.226 F_Flow: 100.092 F_Warp: 1.584 W: 3.719 D_real: 0.792 D_fake: 0.760 (epoch: 47, iters: 5800, time: 0.439) G_GAN: 1.467 G_GAN_Feat: 9.933 G_VGG: 4.230 F_Flow: 109.558 F_Warp: 1.803 W: 4.052 D_real: 0.740 D_fake: 0.757 (epoch: 47, iters: 6000, time: 0.435) G_GAN: 2.255 G_GAN_Feat: 9.731 G_VGG: 4.187 F_Flow: 99.566 F_Warp: 1.885 W: 3.584 D_real: 1.504 D_fake: 0.183 saving the latest model (epoch 47, total_steps 466000) (epoch: 47, iters: 6200, time: 0.444) G_GAN: 2.384 G_GAN_Feat: 11.058 G_VGG: 5.010 F_Flow: 105.713 F_Warp: 1.881 W: 4.015 D_real: 1.461 D_fake: 0.203 (epoch: 47, iters: 6400, time: 0.449) G_GAN: 0.760 G_GAN_Feat: 9.620 G_VGG: 4.045 F_Flow: 74.415 F_Warp: 1.460 W: 3.212 D_real: 0.355 D_fake: 1.347 (epoch: 47, iters: 6600, time: 0.443) G_GAN: 1.083 G_GAN_Feat: 10.740 G_VGG: 4.486 F_Flow: 68.501 F_Warp: 1.954 W: 3.931 D_real: 0.548 D_fake: 1.240 (epoch: 47, iters: 6800, time: 0.442) G_GAN: 1.306 G_GAN_Feat: 11.111 G_VGG: 4.248 F_Flow: 115.967 F_Warp: 1.862 W: 4.067 D_real: 0.474 D_fake: 1.088 (epoch: 47, iters: 7000, time: 0.441) G_GAN: 0.617 G_GAN_Feat: 10.576 G_VGG: 4.837 F_Flow: 82.685 F_Warp: 1.852 W: 3.792 D_real: 0.227 D_fake: 1.486 saving the latest model (epoch 47, total_steps 467000) (epoch: 47, iters: 7200, time: 0.443) G_GAN: 1.710 G_GAN_Feat: 10.760 G_VGG: 4.528 F_Flow: 104.672 F_Warp: 1.996 W: 3.709 D_real: 1.007 D_fake: 0.606 (epoch: 47, iters: 7400, time: 0.444) G_GAN: 1.623 G_GAN_Feat: 9.122 G_VGG: 4.050 F_Flow: 72.824 F_Warp: 1.221 W: 2.928 D_real: 1.165 D_fake: 0.754 (epoch: 47, iters: 7600, time: 0.442) G_GAN: 1.569 G_GAN_Feat: 9.609 G_VGG: 4.174 F_Flow: 97.154 F_Warp: 1.342 W: 3.071 D_real: 1.342 D_fake: 0.594 (epoch: 47, iters: 7800, time: 0.441) G_GAN: 1.669 G_GAN_Feat: 9.749 G_VGG: 4.081 F_Flow: 88.975 F_Warp: 1.516 W: 3.420 D_real: 0.964 D_fake: 0.701 (epoch: 47, iters: 8000, time: 0.441) G_GAN: 2.426 G_GAN_Feat: 9.887 G_VGG: 4.087 F_Flow: 103.955 F_Warp: 1.561 W: 3.474 D_real: 1.602 D_fake: 0.100 saving the latest model (epoch 47, total_steps 468000) (epoch: 47, iters: 8200, time: 0.442) G_GAN: 1.129 G_GAN_Feat: 9.696 G_VGG: 4.039 F_Flow: 96.471 F_Warp: 1.599 W: 3.529 D_real: 0.842 D_fake: 0.952 (epoch: 47, iters: 8400, time: 0.440) G_GAN: 1.136 G_GAN_Feat: 10.664 G_VGG: 4.810 F_Flow: 105.703 F_Warp: 2.042 W: 4.332 D_real: 0.548 D_fake: 1.155 (epoch: 47, iters: 8600, time: 0.445) G_GAN: 2.032 G_GAN_Feat: 9.261 G_VGG: 4.027 F_Flow: 95.916 F_Warp: 1.499 W: 3.336 D_real: 1.444 D_fake: 0.470 (epoch: 47, iters: 8800, time: 0.448) G_GAN: 1.291 G_GAN_Feat: 10.235 G_VGG: 4.440 F_Flow: 90.808 F_Warp: 1.800 W: 3.804 D_real: 0.758 D_fake: 1.008 (epoch: 47, iters: 9000, time: 0.447) G_GAN: 2.214 G_GAN_Feat: 10.062 G_VGG: 3.991 F_Flow: 93.151 F_Warp: 1.657 W: 3.623 D_real: 1.194 D_fake: 0.318 saving the latest model (epoch 47, total_steps 469000) (epoch: 47, iters: 9200, time: 0.445) G_GAN: 0.815 G_GAN_Feat: 10.737 G_VGG: 4.445 F_Flow: 95.770 F_Warp: 1.628 W: 3.286 D_real: 0.370 D_fake: 1.311 (epoch: 47, iters: 9400, time: 0.448) G_GAN: 1.564 G_GAN_Feat: 9.754 G_VGG: 4.410 F_Flow: 127.148 F_Warp: 1.427 W: 3.315 D_real: 0.741 D_fake: 0.821 (epoch: 47, iters: 9600, time: 0.445) G_GAN: 2.320 G_GAN_Feat: 9.878 G_VGG: 4.233 F_Flow: 105.472 F_Warp: 1.776 W: 3.913 D_real: 1.748 D_fake: 0.110 (epoch: 47, iters: 9800, time: 0.445) G_GAN: 1.349 G_GAN_Feat: 10.226 G_VGG: 4.533 F_Flow: 104.741 F_Warp: 1.674 W: 3.679 D_real: 0.974 D_fake: 0.779 (epoch: 47, iters: 10000, time: 0.445) G_GAN: 1.031 G_GAN_Feat: 9.082 G_VGG: 4.199 F_Flow: 97.561 F_Warp: 1.540 W: 3.282 D_real: 0.892 D_fake: 1.146 saving the latest model (epoch 47, total_steps 470000) End of epoch 47 / 100 Time Taken: 5036 sec (epoch: 48, iters: 200, time: 0.449) G_GAN: 1.327 G_GAN_Feat: 10.508 G_VGG: 4.566 F_Flow: 89.043 F_Warp: 1.789 W: 3.815 D_real: 0.597 D_fake: 0.999 (epoch: 48, iters: 400, time: 0.458) G_GAN: 2.119 G_GAN_Feat: 9.360 G_VGG: 4.065 F_Flow: 98.378 F_Warp: 1.372 W: 3.188 D_real: 1.663 D_fake: 0.369 (epoch: 48, iters: 600, time: 0.453) G_GAN: 1.415 G_GAN_Feat: 10.552 G_VGG: 4.716 F_Flow: 100.633 F_Warp: 1.764 W: 4.069 D_real: 0.777 D_fake: 0.898 (epoch: 48, iters: 800, time: 0.446) G_GAN: 1.651 G_GAN_Feat: 10.637 G_VGG: 3.956 F_Flow: 85.871 F_Warp: 1.780 W: 3.989 D_real: 1.159 D_fake: 0.653 (epoch: 48, iters: 1000, time: 0.450) G_GAN: 2.038 G_GAN_Feat: 9.223 G_VGG: 3.828 F_Flow: 93.434 F_Warp: 1.514 W: 3.286 D_real: 1.267 D_fake: 0.400 saving the latest model (epoch 48, total_steps 471000) (epoch: 48, iters: 1200, time: 0.455) G_GAN: 1.137 G_GAN_Feat: 10.889 G_VGG: 4.968 F_Flow: 95.190 F_Warp: 2.006 W: 3.870 D_real: 0.368 D_fake: 1.328 (epoch: 48, iters: 1400, time: 0.447) G_GAN: 1.333 G_GAN_Feat: 10.770 G_VGG: 4.861 F_Flow: 100.435 F_Warp: 1.774 W: 3.841 D_real: 0.805 D_fake: 1.156 (epoch: 48, iters: 1600, time: 0.452) G_GAN: 1.664 G_GAN_Feat: 9.548 G_VGG: 4.313 F_Flow: 80.131 F_Warp: 1.540 W: 3.264 D_real: 1.061 D_fake: 0.732 (epoch: 48, iters: 1800, time: 0.454) G_GAN: 1.664 G_GAN_Feat: 10.568 G_VGG: 4.573 F_Flow: 96.627 F_Warp: 1.606 W: 3.468 D_real: 0.895 D_fake: 0.729 (epoch: 48, iters: 2000, time: 0.455) G_GAN: 1.042 G_GAN_Feat: 10.900 G_VGG: 4.422 F_Flow: 85.813 F_Warp: 1.743 W: 3.817 D_real: 0.510 D_fake: 1.115 saving the latest model (epoch 48, total_steps 472000) (epoch: 48, iters: 2200, time: 0.454) G_GAN: 1.255 G_GAN_Feat: 9.112 G_VGG: 4.062 F_Flow: 106.620 F_Warp: 1.377 W: 3.076 D_real: 0.939 D_fake: 0.891 (epoch: 48, iters: 2400, time: 0.453) G_GAN: 1.440 G_GAN_Feat: 10.505 G_VGG: 4.303 F_Flow: 81.276 F_Warp: 1.595 W: 3.536 D_real: 1.036 D_fake: 0.852 (epoch: 48, iters: 2600, time: 0.452) G_GAN: 1.023 G_GAN_Feat: 10.835 G_VGG: 4.726 F_Flow: 98.052 F_Warp: 1.992 W: 4.061 D_real: 0.548 D_fake: 1.227 (epoch: 48, iters: 2800, time: 0.449) G_GAN: 0.904 G_GAN_Feat: 9.642 G_VGG: 4.185 F_Flow: 108.335 F_Warp: 1.484 W: 3.257 D_real: 0.467 D_fake: 1.218 (epoch: 48, iters: 3000, time: 0.457) G_GAN: 1.950 G_GAN_Feat: 10.341 G_VGG: 4.617 F_Flow: 98.414 F_Warp: 1.866 W: 3.893 D_real: 1.207 D_fake: 0.408 saving the latest model (epoch 48, total_steps 473000) (epoch: 48, iters: 3200, time: 0.457) G_GAN: 1.774 G_GAN_Feat: 9.453 G_VGG: 4.032 F_Flow: 88.099 F_Warp: 1.698 W: 3.634 D_real: 0.932 D_fake: 0.847 (epoch: 48, iters: 3400, time: 0.454) G_GAN: 1.092 G_GAN_Feat: 10.397 G_VGG: 4.314 F_Flow: 102.651 F_Warp: 1.590 W: 3.379 D_real: 0.629 D_fake: 1.081 (epoch: 48, iters: 3600, time: 0.457) G_GAN: 1.359 G_GAN_Feat: 9.169 G_VGG: 3.832 F_Flow: 89.927 F_Warp: 1.444 W: 3.671 D_real: 0.971 D_fake: 0.807 (epoch: 48, iters: 3800, time: 0.453) G_GAN: 1.902 G_GAN_Feat: 9.513 G_VGG: 4.183 F_Flow: 122.134 F_Warp: 1.418 W: 2.965 D_real: 1.530 D_fake: 0.369 (epoch: 48, iters: 4000, time: 0.460) G_GAN: 1.996 G_GAN_Feat: 11.245 G_VGG: 5.012 F_Flow: 102.093 F_Warp: 2.155 W: 4.227 D_real: 0.904 D_fake: 0.418 saving the latest model (epoch 48, total_steps 474000) (epoch: 48, iters: 4200, time: 0.455) G_GAN: 1.309 G_GAN_Feat: 9.777 G_VGG: 4.480 F_Flow: 95.275 F_Warp: 1.515 W: 3.348 D_real: 0.895 D_fake: 1.011 (epoch: 48, iters: 4400, time: 0.451) G_GAN: 1.454 G_GAN_Feat: 9.388 G_VGG: 3.798 F_Flow: 92.396 F_Warp: 1.366 W: 3.077 D_real: 0.833 D_fake: 0.538 (epoch: 48, iters: 4600, time: 0.449) G_GAN: 1.848 G_GAN_Feat: 9.928 G_VGG: 4.484 F_Flow: 87.815 F_Warp: 1.591 W: 3.471 D_real: 1.279 D_fake: 0.344 (epoch: 48, iters: 4800, time: 0.454) G_GAN: 1.309 G_GAN_Feat: 10.021 G_VGG: 4.042 F_Flow: 78.050 F_Warp: 1.598 W: 3.515 D_real: 0.872 D_fake: 0.981 (epoch: 48, iters: 5000, time: 0.455) G_GAN: 1.567 G_GAN_Feat: 9.173 G_VGG: 3.687 F_Flow: 80.451 F_Warp: 1.446 W: 3.204 D_real: 0.879 D_fake: 0.726 saving the latest model (epoch 48, total_steps 475000) (epoch: 48, iters: 5200, time: 0.448) G_GAN: 1.693 G_GAN_Feat: 10.643 G_VGG: 4.236 F_Flow: 95.527 F_Warp: 2.288 W: 4.518 D_real: 1.009 D_fake: 0.599 (epoch: 48, iters: 5400, time: 0.452) G_GAN: 1.587 G_GAN_Feat: 10.240 G_VGG: 4.648 F_Flow: 103.406 F_Warp: 1.743 W: 3.847 D_real: 0.561 D_fake: 0.949 (epoch: 48, iters: 5600, time: 0.453) G_GAN: 1.369 G_GAN_Feat: 9.890 G_VGG: 4.366 F_Flow: 82.544 F_Warp: 1.372 W: 3.109 D_real: 0.851 D_fake: 0.883 (epoch: 48, iters: 5800, time: 0.454) G_GAN: 1.371 G_GAN_Feat: 10.002 G_VGG: 4.601 F_Flow: 81.772 F_Warp: 1.529 W: 3.343 D_real: 0.650 D_fake: 0.988 (epoch: 48, iters: 6000, time: 0.453) G_GAN: 1.475 G_GAN_Feat: 9.640 G_VGG: 4.136 F_Flow: 88.900 F_Warp: 1.449 W: 3.534 D_real: 0.901 D_fake: 0.814 saving the latest model (epoch 48, total_steps 476000) (epoch: 48, iters: 6200, time: 0.452) G_GAN: 1.661 G_GAN_Feat: 11.606 G_VGG: 4.815 F_Flow: 88.870 F_Warp: 2.408 W: 4.546 D_real: 0.998 D_fake: 0.757 (epoch: 48, iters: 6400, time: 0.451) G_GAN: 2.179 G_GAN_Feat: 8.823 G_VGG: 3.861 F_Flow: 95.522 F_Warp: 1.278 W: 3.119 D_real: 1.668 D_fake: 0.176 (epoch: 48, iters: 6600, time: 0.451) G_GAN: 1.441 G_GAN_Feat: 8.370 G_VGG: 3.672 F_Flow: 105.912 F_Warp: 1.361 W: 2.997 D_real: 1.080 D_fake: 0.704 (epoch: 48, iters: 6800, time: 0.453) G_GAN: 1.520 G_GAN_Feat: 10.149 G_VGG: 4.298 F_Flow: 101.458 F_Warp: 1.572 W: 3.518 D_real: 1.083 D_fake: 0.739 (epoch: 48, iters: 7000, time: 0.447) G_GAN: 1.894 G_GAN_Feat: 8.911 G_VGG: 4.110 F_Flow: 83.136 F_Warp: 1.451 W: 3.338 D_real: 1.689 D_fake: 0.293 saving the latest model (epoch 48, total_steps 477000) (epoch: 48, iters: 7200, time: 0.451) G_GAN: 1.098 G_GAN_Feat: 10.544 G_VGG: 4.646 F_Flow: 110.492 F_Warp: 1.850 W: 3.739 D_real: 0.305 D_fake: 1.320 (epoch: 48, iters: 7400, time: 0.443) G_GAN: 0.408 G_GAN_Feat: 9.851 G_VGG: 4.200 F_Flow: 105.096 F_Warp: 1.611 W: 3.398 D_real: 0.226 D_fake: 1.549 (epoch: 48, iters: 7600, time: 0.455) G_GAN: 2.170 G_GAN_Feat: 10.030 G_VGG: 4.225 F_Flow: 82.923 F_Warp: 1.543 W: 3.566 D_real: 1.395 D_fake: 0.324 (epoch: 48, iters: 7800, time: 0.456) G_GAN: 2.583 G_GAN_Feat: 9.528 G_VGG: 4.602 F_Flow: 102.722 F_Warp: 1.636 W: 3.431 D_real: 1.845 D_fake: 0.160 (epoch: 48, iters: 8000, time: 0.454) G_GAN: 2.080 G_GAN_Feat: 9.941 G_VGG: 4.197 F_Flow: 78.604 F_Warp: 1.378 W: 3.175 D_real: 1.100 D_fake: 0.373 saving the latest model (epoch 48, total_steps 478000) (epoch: 48, iters: 8200, time: 0.450) G_GAN: 2.043 G_GAN_Feat: 8.681 G_VGG: 4.006 F_Flow: 100.220 F_Warp: 1.570 W: 3.378 D_real: 1.354 D_fake: 0.306 (epoch: 48, iters: 8400, time: 0.453) G_GAN: 1.606 G_GAN_Feat: 9.807 G_VGG: 4.138 F_Flow: 89.617 F_Warp: 1.496 W: 3.268 D_real: 0.740 D_fake: 0.857 (epoch: 48, iters: 8600, time: 0.454) G_GAN: 1.501 G_GAN_Feat: 9.977 G_VGG: 4.131 F_Flow: 80.249 F_Warp: 1.500 W: 3.518 D_real: 1.202 D_fake: 0.591 (epoch: 48, iters: 8800, time: 0.451) G_GAN: 1.876 G_GAN_Feat: 9.447 G_VGG: 3.693 F_Flow: 98.584 F_Warp: 1.351 W: 3.317 D_real: 1.685 D_fake: 0.454 (epoch: 48, iters: 9000, time: 0.452) G_GAN: 1.120 G_GAN_Feat: 9.430 G_VGG: 4.061 F_Flow: 111.305 F_Warp: 1.460 W: 3.104 D_real: 0.556 D_fake: 1.038 saving the latest model (epoch 48, total_steps 479000) (epoch: 48, iters: 9200, time: 0.447) G_GAN: 1.457 G_GAN_Feat: 10.845 G_VGG: 4.506 F_Flow: 86.137 F_Warp: 2.388 W: 4.433 D_real: 0.635 D_fake: 0.935 (epoch: 48, iters: 9400, time: 0.453) G_GAN: 2.169 G_GAN_Feat: 9.390 G_VGG: 4.218 F_Flow: 86.560 F_Warp: 1.606 W: 3.332 D_real: 1.367 D_fake: 0.281 (epoch: 48, iters: 9600, time: 0.453) G_GAN: 1.885 G_GAN_Feat: 10.565 G_VGG: 4.788 F_Flow: 118.368 F_Warp: 1.941 W: 4.062 D_real: 0.966 D_fake: 0.596 (epoch: 48, iters: 9800, time: 0.451) G_GAN: 1.144 G_GAN_Feat: 11.338 G_VGG: 5.140 F_Flow: 74.092 F_Warp: 2.297 W: 4.566 D_real: 0.520 D_fake: 1.149 (epoch: 48, iters: 10000, time: 0.441) G_GAN: 1.209 G_GAN_Feat: 9.327 G_VGG: 4.469 F_Flow: 91.336 F_Warp: 1.415 W: 3.160 D_real: 0.574 D_fake: 0.954 saving the latest model (epoch 48, total_steps 480000) End of epoch 48 / 100 Time Taken: 5125 sec (epoch: 49, iters: 200, time: 0.467) G_GAN: 2.143 G_GAN_Feat: 9.062 G_VGG: 3.988 F_Flow: 101.827 F_Warp: 1.442 W: 3.416 D_real: 1.537 D_fake: 0.377 (epoch: 49, iters: 400, time: 0.458) G_GAN: 2.090 G_GAN_Feat: 9.799 G_VGG: 4.302 F_Flow: 122.253 F_Warp: 1.549 W: 3.427 D_real: 1.306 D_fake: 0.360 (epoch: 49, iters: 600, time: 0.461) G_GAN: 1.595 G_GAN_Feat: 11.395 G_VGG: 4.392 F_Flow: 121.611 F_Warp: 2.008 W: 4.086 D_real: 1.282 D_fake: 0.688 (epoch: 49, iters: 800, time: 0.455) G_GAN: 1.279 G_GAN_Feat: 9.309 G_VGG: 4.154 F_Flow: 99.485 F_Warp: 1.543 W: 3.571 D_real: 0.958 D_fake: 0.917 (epoch: 49, iters: 1000, time: 0.463) G_GAN: 1.877 G_GAN_Feat: 10.081 G_VGG: 4.415 F_Flow: 116.257 F_Warp: 1.561 W: 3.360 D_real: 1.468 D_fake: 0.391 saving the latest model (epoch 49, total_steps 481000) (epoch: 49, iters: 1200, time: 0.452) G_GAN: 1.083 G_GAN_Feat: 10.385 G_VGG: 4.591 F_Flow: 117.579 F_Warp: 1.663 W: 3.422 D_real: 0.353 D_fake: 1.277 (epoch: 49, iters: 1400, time: 0.452) G_GAN: 1.012 G_GAN_Feat: 9.673 G_VGG: 4.067 F_Flow: 111.639 F_Warp: 1.670 W: 3.361 D_real: 0.645 D_fake: 1.183 (epoch: 49, iters: 1600, time: 0.452) G_GAN: 1.716 G_GAN_Feat: 9.988 G_VGG: 4.051 F_Flow: 105.038 F_Warp: 1.350 W: 3.023 D_real: 0.959 D_fake: 0.559 (epoch: 49, iters: 1800, time: 0.452) G_GAN: 1.061 G_GAN_Feat: 9.283 G_VGG: 4.159 F_Flow: 112.212 F_Warp: 1.385 W: 3.308 D_real: 0.625 D_fake: 1.157 (epoch: 49, iters: 2000, time: 0.456) G_GAN: 0.800 G_GAN_Feat: 9.920 G_VGG: 3.992 F_Flow: 105.047 F_Warp: 1.752 W: 3.752 D_real: 0.409 D_fake: 1.174 saving the latest model (epoch 49, total_steps 482000) (epoch: 49, iters: 2200, time: 0.455) G_GAN: 2.058 G_GAN_Feat: 9.854 G_VGG: 4.223 F_Flow: 89.176 F_Warp: 1.467 W: 3.447 D_real: 1.580 D_fake: 0.213 (epoch: 49, iters: 2400, time: 0.461) G_GAN: 1.380 G_GAN_Feat: 10.378 G_VGG: 4.292 F_Flow: 116.234 F_Warp: 1.770 W: 3.712 D_real: 0.833 D_fake: 0.841 (epoch: 49, iters: 2600, time: 0.459) G_GAN: 1.758 G_GAN_Feat: 10.105 G_VGG: 4.698 F_Flow: 112.790 F_Warp: 1.713 W: 3.597 D_real: 0.949 D_fake: 0.698 (epoch: 49, iters: 2800, time: 0.462) G_GAN: 1.174 G_GAN_Feat: 7.869 G_VGG: 3.435 F_Flow: 87.622 F_Warp: 1.190 W: 2.745 D_real: 1.053 D_fake: 0.983 (epoch: 49, iters: 3000, time: 0.459) G_GAN: 2.049 G_GAN_Feat: 9.396 G_VGG: 4.005 F_Flow: 102.915 F_Warp: 1.310 W: 3.171 D_real: 1.437 D_fake: 0.321 saving the latest model (epoch 49, total_steps 483000) (epoch: 49, iters: 3200, time: 0.468) G_GAN: 1.351 G_GAN_Feat: 11.084 G_VGG: 4.765 F_Flow: 103.299 F_Warp: 1.966 W: 4.180 D_real: 0.676 D_fake: 0.884 (epoch: 49, iters: 3400, time: 0.461) G_GAN: 1.623 G_GAN_Feat: 8.271 G_VGG: 3.824 F_Flow: 84.118 F_Warp: 1.300 W: 2.980 D_real: 0.818 D_fake: 0.893 (epoch: 49, iters: 3600, time: 0.460) G_GAN: 0.505 G_GAN_Feat: 10.523 G_VGG: 4.351 F_Flow: 64.535 F_Warp: 1.807 W: 3.787 D_real: 0.166 D_fake: 1.498 (epoch: 49, iters: 3800, time: 0.464) G_GAN: 1.248 G_GAN_Feat: 10.916 G_VGG: 4.291 F_Flow: 102.393 F_Warp: 1.986 W: 4.016 D_real: 0.645 D_fake: 0.918 (epoch: 49, iters: 4000, time: 0.455) G_GAN: 1.035 G_GAN_Feat: 9.657 G_VGG: 4.054 F_Flow: 89.231 F_Warp: 1.667 W: 3.503 D_real: 0.771 D_fake: 1.112 saving the latest model (epoch 49, total_steps 484000) (epoch: 49, iters: 4200, time: 0.456) G_GAN: 1.556 G_GAN_Feat: 9.780 G_VGG: 4.324 F_Flow: 91.342 F_Warp: 1.843 W: 3.873 D_real: 0.621 D_fake: 0.872 (epoch: 49, iters: 4400, time: 0.466) G_GAN: 1.161 G_GAN_Feat: 9.667 G_VGG: 3.857 F_Flow: 96.762 F_Warp: 1.496 W: 3.599 D_real: 0.694 D_fake: 1.007 (epoch: 49, iters: 4600, time: 0.456) G_GAN: 2.310 G_GAN_Feat: 8.916 G_VGG: 4.129 F_Flow: 102.814 F_Warp: 1.286 W: 2.864 D_real: 1.640 D_fake: 0.136 (epoch: 49, iters: 4800, time: 0.458) G_GAN: 0.775 G_GAN_Feat: 10.983 G_VGG: 4.385 F_Flow: 141.350 F_Warp: 1.741 W: 4.061 D_real: 0.322 D_fake: 1.298 (epoch: 49, iters: 5000, time: 0.462) G_GAN: 2.517 G_GAN_Feat: 9.479 G_VGG: 4.494 F_Flow: 102.188 F_Warp: 1.677 W: 3.261 D_real: 1.531 D_fake: 0.205 saving the latest model (epoch 49, total_steps 485000) (epoch: 49, iters: 5200, time: 0.455) G_GAN: 1.296 G_GAN_Feat: 8.865 G_VGG: 3.824 F_Flow: 87.419 F_Warp: 1.322 W: 3.075 D_real: 0.836 D_fake: 0.898 (epoch: 49, iters: 5400, time: 0.453) G_GAN: 1.947 G_GAN_Feat: 9.352 G_VGG: 4.098 F_Flow: 107.377 F_Warp: 1.624 W: 3.547 D_real: 1.244 D_fake: 0.401 (epoch: 49, iters: 5600, time: 0.457) G_GAN: 1.273 G_GAN_Feat: 9.320 G_VGG: 4.162 F_Flow: 104.298 F_Warp: 1.506 W: 3.441 D_real: 0.741 D_fake: 1.052 (epoch: 49, iters: 5800, time: 0.451) G_GAN: 1.577 G_GAN_Feat: 10.407 G_VGG: 4.690 F_Flow: 109.479 F_Warp: 1.753 W: 3.801 D_real: 0.534 D_fake: 1.105 (epoch: 49, iters: 6000, time: 0.457) G_GAN: 1.153 G_GAN_Feat: 10.908 G_VGG: 4.831 F_Flow: 90.134 F_Warp: 1.865 W: 4.084 D_real: 0.511 D_fake: 1.187 saving the latest model (epoch 49, total_steps 486000) (epoch: 49, iters: 6200, time: 0.461) G_GAN: 1.694 G_GAN_Feat: 10.027 G_VGG: 4.285 F_Flow: 129.059 F_Warp: 1.699 W: 3.748 D_real: 1.174 D_fake: 0.554 (epoch: 49, iters: 6400, time: 0.457) G_GAN: 2.436 G_GAN_Feat: 10.195 G_VGG: 4.694 F_Flow: 105.869 F_Warp: 1.783 W: 3.723 D_real: 1.454 D_fake: 0.160 (epoch: 49, iters: 6600, time: 0.458) G_GAN: 1.912 G_GAN_Feat: 9.956 G_VGG: 4.053 F_Flow: 107.154 F_Warp: 1.658 W: 3.630 D_real: 0.867 D_fake: 0.500 (epoch: 49, iters: 6800, time: 0.458) G_GAN: 1.625 G_GAN_Feat: 9.820 G_VGG: 4.397 F_Flow: 82.868 F_Warp: 1.562 W: 3.398 D_real: 1.117 D_fake: 0.897 (epoch: 49, iters: 7000, time: 0.449) G_GAN: 1.925 G_GAN_Feat: 9.737 G_VGG: 4.294 F_Flow: 94.882 F_Warp: 1.364 W: 3.152 D_real: 1.130 D_fake: 0.563 saving the latest model (epoch 49, total_steps 487000) (epoch: 49, iters: 7200, time: 0.453) G_GAN: 2.003 G_GAN_Feat: 10.977 G_VGG: 4.254 F_Flow: 91.585 F_Warp: 1.867 W: 3.885 D_real: 1.739 D_fake: 0.324 (epoch: 49, iters: 7400, time: 0.461) G_GAN: 1.284 G_GAN_Feat: 10.314 G_VGG: 4.478 F_Flow: 98.842 F_Warp: 1.704 W: 3.715 D_real: 0.638 D_fake: 0.894 (epoch: 49, iters: 7600, time: 0.458) G_GAN: 1.384 G_GAN_Feat: 11.272 G_VGG: 4.483 F_Flow: 80.713 F_Warp: 2.422 W: 4.193 D_real: 0.956 D_fake: 0.837 (epoch: 49, iters: 7800, time: 0.458) G_GAN: 1.331 G_GAN_Feat: 10.019 G_VGG: 4.265 F_Flow: 110.610 F_Warp: 1.800 W: 3.783 D_real: 0.447 D_fake: 1.077 (epoch: 49, iters: 8000, time: 0.455) G_GAN: 1.238 G_GAN_Feat: 10.311 G_VGG: 4.562 F_Flow: 91.532 F_Warp: 1.892 W: 3.715 D_real: 0.564 D_fake: 0.966 saving the latest model (epoch 49, total_steps 488000) (epoch: 49, iters: 8200, time: 0.452) G_GAN: 2.172 G_GAN_Feat: 10.065 G_VGG: 4.131 F_Flow: 87.376 F_Warp: 1.522 W: 3.388 D_real: 1.351 D_fake: 0.136 (epoch: 49, iters: 8400, time: 0.454) G_GAN: 0.889 G_GAN_Feat: 9.725 G_VGG: 4.108 F_Flow: 113.134 F_Warp: 1.625 W: 3.656 D_real: 0.569 D_fake: 1.231 (epoch: 49, iters: 8600, time: 0.457) G_GAN: 1.232 G_GAN_Feat: 10.132 G_VGG: 4.166 F_Flow: 115.307 F_Warp: 1.692 W: 3.752 D_real: 0.839 D_fake: 0.904 (epoch: 49, iters: 8800, time: 0.458) G_GAN: 1.682 G_GAN_Feat: 10.733 G_VGG: 4.653 F_Flow: 119.123 F_Warp: 2.012 W: 4.086 D_real: 0.841 D_fake: 0.790 (epoch: 49, iters: 9000, time: 0.453) G_GAN: 2.130 G_GAN_Feat: 9.097 G_VGG: 3.665 F_Flow: 94.730 F_Warp: 1.447 W: 3.438 D_real: 1.488 D_fake: 0.263 saving the latest model (epoch 49, total_steps 489000) (epoch: 49, iters: 9200, time: 0.458) G_GAN: 2.174 G_GAN_Feat: 9.624 G_VGG: 4.161 F_Flow: 112.886 F_Warp: 1.656 W: 3.396 D_real: 1.374 D_fake: 0.145 (epoch: 49, iters: 9400, time: 0.457) G_GAN: 1.460 G_GAN_Feat: 9.528 G_VGG: 3.944 F_Flow: 81.414 F_Warp: 1.322 W: 3.192 D_real: 0.788 D_fake: 0.897 (epoch: 49, iters: 9600, time: 0.461) G_GAN: 1.621 G_GAN_Feat: 9.588 G_VGG: 4.595 F_Flow: 92.978 F_Warp: 1.621 W: 3.531 D_real: 1.026 D_fake: 0.793 (epoch: 49, iters: 9800, time: 0.461) G_GAN: 1.467 G_GAN_Feat: 9.844 G_VGG: 4.099 F_Flow: 90.812 F_Warp: 1.491 W: 3.658 D_real: 1.030 D_fake: 0.736 (epoch: 49, iters: 10000, time: 0.458) G_GAN: 1.524 G_GAN_Feat: 10.974 G_VGG: 4.837 F_Flow: 102.085 F_Warp: 1.831 W: 3.647 D_real: 0.638 D_fake: 0.676 saving the latest model (epoch 49, total_steps 490000) End of epoch 49 / 100 Time Taken: 5205 sec (epoch: 50, iters: 200, time: 0.464) G_GAN: 1.877 G_GAN_Feat: 9.568 G_VGG: 3.912 F_Flow: 101.601 F_Warp: 1.288 W: 3.084 D_real: 1.290 D_fake: 0.523 (epoch: 50, iters: 400, time: 0.459) G_GAN: 1.841 G_GAN_Feat: 9.018 G_VGG: 3.714 F_Flow: 68.354 F_Warp: 1.490 W: 3.590 D_real: 1.384 D_fake: 0.425 (epoch: 50, iters: 600, time: 0.453) G_GAN: 1.904 G_GAN_Feat: 9.773 G_VGG: 4.069 F_Flow: 61.998 F_Warp: 1.550 W: 3.537 D_real: 1.314 D_fake: 0.334 (epoch: 50, iters: 800, time: 0.460) G_GAN: 1.003 G_GAN_Feat: 9.896 G_VGG: 3.873 F_Flow: 84.048 F_Warp: 1.604 W: 3.588 D_real: 0.591 D_fake: 1.058 (epoch: 50, iters: 1000, time: 0.457) G_GAN: 2.038 G_GAN_Feat: 10.189 G_VGG: 4.265 F_Flow: 87.997 F_Warp: 1.983 W: 3.586 D_real: 0.992 D_fake: 0.423 saving the latest model (epoch 50, total_steps 491000) (epoch: 50, iters: 1200, time: 0.457) G_GAN: 1.555 G_GAN_Feat: 9.844 G_VGG: 4.615 F_Flow: 87.227 F_Warp: 1.549 W: 3.485 D_real: 0.780 D_fake: 0.905 (epoch: 50, iters: 1400, time: 0.454) G_GAN: 1.236 G_GAN_Feat: 10.609 G_VGG: 4.554 F_Flow: 84.084 F_Warp: 1.719 W: 3.585 D_real: 0.328 D_fake: 1.089 (epoch: 50, iters: 1600, time: 0.455) G_GAN: 1.365 G_GAN_Feat: 9.265 G_VGG: 4.129 F_Flow: 113.830 F_Warp: 1.465 W: 3.374 D_real: 0.863 D_fake: 0.822 (epoch: 50, iters: 1800, time: 0.454) G_GAN: 1.846 G_GAN_Feat: 8.604 G_VGG: 3.667 F_Flow: 97.835 F_Warp: 1.219 W: 2.681 D_real: 1.540 D_fake: 0.505 (epoch: 50, iters: 2000, time: 0.457) G_GAN: 1.408 G_GAN_Feat: 10.727 G_VGG: 4.600 F_Flow: 105.887 F_Warp: 1.593 W: 3.690 D_real: 0.642 D_fake: 0.818 saving the latest model (epoch 50, total_steps 492000) (epoch: 50, iters: 2200, time: 0.459) G_GAN: 1.026 G_GAN_Feat: 9.534 G_VGG: 4.563 F_Flow: 108.245 F_Warp: 1.705 W: 3.395 D_real: 0.634 D_fake: 1.047 (epoch: 50, iters: 2400, time: 0.451) G_GAN: 1.058 G_GAN_Feat: 10.732 G_VGG: 4.692 F_Flow: 85.532 F_Warp: 2.025 W: 4.120 D_real: 0.530 D_fake: 1.163 (epoch: 50, iters: 2600, time: 0.452) G_GAN: 1.328 G_GAN_Feat: 9.275 G_VGG: 3.855 F_Flow: 115.947 F_Warp: 1.592 W: 3.623 D_real: 0.623 D_fake: 0.798 (epoch: 50, iters: 2800, time: 0.456) G_GAN: 1.605 G_GAN_Feat: 9.611 G_VGG: 4.037 F_Flow: 83.365 F_Warp: 1.375 W: 3.097 D_real: 0.889 D_fake: 0.726 (epoch: 50, iters: 3000, time: 0.449) G_GAN: 1.249 G_GAN_Feat: 8.740 G_VGG: 3.838 F_Flow: 92.951 F_Warp: 1.261 W: 2.913 D_real: 0.821 D_fake: 1.006 saving the latest model (epoch 50, total_steps 493000) (epoch: 50, iters: 3200, time: 0.455) G_GAN: 1.789 G_GAN_Feat: 9.956 G_VGG: 4.802 F_Flow: 95.950 F_Warp: 1.720 W: 3.457 D_real: 1.306 D_fake: 0.445 (epoch: 50, iters: 3400, time: 0.456) G_GAN: 2.269 G_GAN_Feat: 9.401 G_VGG: 4.263 F_Flow: 105.024 F_Warp: 1.450 W: 3.114 D_real: 1.474 D_fake: 0.293 (epoch: 50, iters: 3600, time: 0.453) G_GAN: 1.402 G_GAN_Feat: 8.973 G_VGG: 4.104 F_Flow: 87.128 F_Warp: 1.538 W: 3.504 D_real: 0.984 D_fake: 0.705 (epoch: 50, iters: 3800, time: 0.453) G_GAN: 1.360 G_GAN_Feat: 9.245 G_VGG: 4.133 F_Flow: 80.942 F_Warp: 1.503 W: 3.275 D_real: 0.895 D_fake: 0.817 (epoch: 50, iters: 4000, time: 0.459) G_GAN: 1.341 G_GAN_Feat: 9.424 G_VGG: 4.656 F_Flow: 96.434 F_Warp: 1.557 W: 3.369 D_real: 0.650 D_fake: 1.050 saving the latest model (epoch 50, total_steps 494000) (epoch: 50, iters: 4200, time: 0.459) G_GAN: 1.197 G_GAN_Feat: 9.727 G_VGG: 4.011 F_Flow: 114.637 F_Warp: 1.387 W: 3.103 D_real: 0.422 D_fake: 1.013 (epoch: 50, iters: 4400, time: 0.455) G_GAN: 1.230 G_GAN_Feat: 9.552 G_VGG: 3.987 F_Flow: 113.849 F_Warp: 1.364 W: 3.267 D_real: 0.736 D_fake: 1.038 (epoch: 50, iters: 4600, time: 0.457) G_GAN: 2.145 G_GAN_Feat: 10.184 G_VGG: 4.276 F_Flow: 97.634 F_Warp: 1.505 W: 3.270 D_real: 1.304 D_fake: 0.310 (epoch: 50, iters: 4800, time: 0.456) G_GAN: 1.937 G_GAN_Feat: 9.702 G_VGG: 4.187 F_Flow: 105.995 F_Warp: 1.642 W: 3.614 D_real: 1.504 D_fake: 0.276 (epoch: 50, iters: 5000, time: 0.453) G_GAN: 1.900 G_GAN_Feat: 9.625 G_VGG: 4.214 F_Flow: 80.089 F_Warp: 1.593 W: 3.663 D_real: 1.406 D_fake: 0.324 saving the latest model (epoch 50, total_steps 495000) (epoch: 50, iters: 5200, time: 0.459) G_GAN: 1.114 G_GAN_Feat: 9.613 G_VGG: 4.137 F_Flow: 97.269 F_Warp: 1.404 W: 3.188 D_real: 0.810 D_fake: 1.250 (epoch: 50, iters: 5400, time: 0.452) G_GAN: 2.024 G_GAN_Feat: 10.870 G_VGG: 4.336 F_Flow: 84.030 F_Warp: 1.922 W: 4.061 D_real: 1.328 D_fake: 0.228 (epoch: 50, iters: 5600, time: 0.450) G_GAN: 1.451 G_GAN_Feat: 10.642 G_VGG: 4.546 F_Flow: 97.508 F_Warp: 1.783 W: 4.159 D_real: 0.950 D_fake: 0.699 (epoch: 50, iters: 5800, time: 0.457) G_GAN: 2.104 G_GAN_Feat: 10.145 G_VGG: 4.536 F_Flow: 100.441 F_Warp: 1.767 W: 3.405 D_real: 1.179 D_fake: 0.375 (epoch: 50, iters: 6000, time: 0.451) G_GAN: 1.653 G_GAN_Feat: 10.932 G_VGG: 4.598 F_Flow: 73.915 F_Warp: 2.360 W: 4.320 D_real: 0.935 D_fake: 0.626 saving the latest model (epoch 50, total_steps 496000) (epoch: 50, iters: 6200, time: 0.449) G_GAN: 0.722 G_GAN_Feat: 9.224 G_VGG: 3.951 F_Flow: 92.587 F_Warp: 1.522 W: 3.358 D_real: 0.407 D_fake: 1.330 (epoch: 50, iters: 6400, time: 0.457) G_GAN: 2.335 G_GAN_Feat: 9.658 G_VGG: 4.346 F_Flow: 127.982 F_Warp: 1.461 W: 3.322 D_real: 1.451 D_fake: 0.285 (epoch: 50, iters: 6600, time: 0.449) G_GAN: 2.282 G_GAN_Feat: 10.086 G_VGG: 4.068 F_Flow: 89.865 F_Warp: 1.525 W: 3.600 D_real: 1.271 D_fake: 0.252 (epoch: 50, iters: 6800, time: 0.452) G_GAN: 0.889 G_GAN_Feat: 9.847 G_VGG: 4.306 F_Flow: 84.984 F_Warp: 1.745 W: 3.668 D_real: 0.308 D_fake: 1.346 (epoch: 50, iters: 7000, time: 0.457) G_GAN: 1.228 G_GAN_Feat: 10.307 G_VGG: 4.524 F_Flow: 106.836 F_Warp: 1.673 W: 3.661 D_real: 0.534 D_fake: 1.305 saving the latest model (epoch 50, total_steps 497000) (epoch: 50, iters: 7200, time: 0.457) G_GAN: 1.894 G_GAN_Feat: 9.882 G_VGG: 4.540 F_Flow: 120.186 F_Warp: 1.604 W: 3.592 D_real: 1.107 D_fake: 0.554 (epoch: 50, iters: 7400, time: 0.459) G_GAN: 1.241 G_GAN_Feat: 10.896 G_VGG: 4.131 F_Flow: 103.275 F_Warp: 1.893 W: 3.958 D_real: 0.535 D_fake: 0.946 (epoch: 50, iters: 7600, time: 0.461) G_GAN: 2.385 G_GAN_Feat: 9.735 G_VGG: 4.453 F_Flow: 104.318 F_Warp: 1.644 W: 3.520 D_real: 1.638 D_fake: 0.300 (epoch: 50, iters: 7800, time: 0.462) G_GAN: 1.580 G_GAN_Feat: 9.303 G_VGG: 4.368 F_Flow: 90.838 F_Warp: 1.463 W: 3.311 D_real: 1.060 D_fake: 0.661 (epoch: 50, iters: 8000, time: 0.457) G_GAN: 2.286 G_GAN_Feat: 10.557 G_VGG: 4.304 F_Flow: 98.911 F_Warp: 2.137 W: 3.959 D_real: 1.393 D_fake: 0.214 saving the latest model (epoch 50, total_steps 498000) (epoch: 50, iters: 8200, time: 0.460) G_GAN: 1.570 G_GAN_Feat: 8.783 G_VGG: 3.853 F_Flow: 88.385 F_Warp: 1.610 W: 3.111 D_real: 1.069 D_fake: 0.822 (epoch: 50, iters: 8400, time: 0.459) G_GAN: 1.307 G_GAN_Feat: 9.205 G_VGG: 4.004 F_Flow: 88.537 F_Warp: 1.524 W: 3.469 D_real: 0.767 D_fake: 0.821 (epoch: 50, iters: 8600, time: 0.458) G_GAN: 1.617 G_GAN_Feat: 11.194 G_VGG: 4.364 F_Flow: 98.952 F_Warp: 1.957 W: 3.774 D_real: 1.096 D_fake: 0.570 (epoch: 50, iters: 8800, time: 0.457) G_GAN: 0.569 G_GAN_Feat: 9.794 G_VGG: 4.038 F_Flow: 93.847 F_Warp: 1.611 W: 3.719 D_real: 0.313 D_fake: 1.493 (epoch: 50, iters: 9000, time: 0.458) G_GAN: 1.359 G_GAN_Feat: 9.375 G_VGG: 3.984 F_Flow: 110.287 F_Warp: 1.542 W: 3.380 D_real: 0.696 D_fake: 0.968 saving the latest model (epoch 50, total_steps 499000) (epoch: 50, iters: 9200, time: 0.451) G_GAN: 2.272 G_GAN_Feat: 9.803 G_VGG: 4.166 F_Flow: 95.584 F_Warp: 1.499 W: 3.444 D_real: 1.766 D_fake: 0.183 (epoch: 50, iters: 9400, time: 0.458) G_GAN: 1.307 G_GAN_Feat: 10.819 G_VGG: 4.372 F_Flow: 90.696 F_Warp: 1.719 W: 3.501 D_real: 0.552 D_fake: 0.985 (epoch: 50, iters: 9600, time: 0.456) G_GAN: 1.384 G_GAN_Feat: 9.906 G_VGG: 4.445 F_Flow: 97.061 F_Warp: 1.717 W: 3.763 D_real: 0.710 D_fake: 0.988 (epoch: 50, iters: 9800, time: 0.453) G_GAN: 2.211 G_GAN_Feat: 10.189 G_VGG: 4.288 F_Flow: 133.714 F_Warp: 2.063 W: 3.944 D_real: 1.448 D_fake: 0.215 (epoch: 50, iters: 10000, time: 0.457) G_GAN: 1.448 G_GAN_Feat: 12.905 G_VGG: 5.438 F_Flow: 132.354 F_Warp: 2.286 W: 4.554 D_real: 0.660 D_fake: 0.976 saving the latest model (epoch 50, total_steps 500000) End of epoch 50 / 100 Time Taken: 5212 sec saving the model at the end of epoch 50, iters 500000 update learning rate: 0.000400 -> 0.000392 update learning rate: 0.000392 -> 0.000039 ---------- Now start training multiple frames ------------- (epoch: 51, iters: 200, time: 2.174) G_GAN: 2.735 G_GAN_Feat: 22.826 G_VGG: 8.708 GT_GAN: 2.375 GT_GAN_Feat: 14.692 F_Flow: 117.396 F_Warp: 2.428 W: 5.914 D_real: 0.964 D_fake: 1.586 DT_real: 1.181 DT_fake: 0.813 (epoch: 51, iters: 400, time: 2.106) G_GAN: 3.057 G_GAN_Feat: 23.239 G_VGG: 8.883 GT_GAN: 1.467 GT_GAN_Feat: 14.125 F_Flow: 106.310 F_Warp: 2.256 W: 5.445 D_real: 1.056 D_fake: 1.433 DT_real: 0.709 DT_fake: 1.267 (epoch: 51, iters: 600, time: 2.093) G_GAN: 2.953 G_GAN_Feat: 22.375 G_VGG: 9.104 GT_GAN: 1.511 GT_GAN_Feat: 18.564 F_Flow: 156.527 F_Warp: 3.461 W: 6.586 D_real: 0.811 D_fake: 1.485 DT_real: 0.712 DT_fake: 1.244 (epoch: 51, iters: 800, time: 2.099) G_GAN: 3.008 G_GAN_Feat: 22.598 G_VGG: 8.806 GT_GAN: 1.917 GT_GAN_Feat: 17.052 F_Flow: 119.325 F_Warp: 2.700 W: 6.054 D_real: 1.134 D_fake: 1.327 DT_real: 0.891 DT_fake: 1.048 (epoch: 51, iters: 1000, time: 2.114) G_GAN: 3.244 G_GAN_Feat: 21.485 G_VGG: 8.762 GT_GAN: 2.231 GT_GAN_Feat: 16.510 F_Flow: 111.711 F_Warp: 2.717 W: 6.097 D_real: 1.102 D_fake: 1.335 DT_real: 0.991 DT_fake: 0.890 saving the latest model (epoch 51, total_steps 501000) (epoch: 51, iters: 1200, time: 2.102) G_GAN: 2.834 G_GAN_Feat: 21.362 G_VGG: 8.293 GT_GAN: 2.203 GT_GAN_Feat: 16.075 F_Flow: 103.698 F_Warp: 2.728 W: 6.274 D_real: 1.400 D_fake: 1.478 DT_real: 1.028 DT_fake: 0.900 (epoch: 51, iters: 1400, time: 2.110) G_GAN: 3.167 G_GAN_Feat: 21.689 G_VGG: 8.967 GT_GAN: 2.020 GT_GAN_Feat: 15.737 F_Flow: 99.856 F_Warp: 2.661 W: 6.362 D_real: 1.041 D_fake: 1.363 DT_real: 0.898 DT_fake: 0.992 (epoch: 51, iters: 1600, time: 2.097) G_GAN: 3.035 G_GAN_Feat: 21.941 G_VGG: 8.856 GT_GAN: 2.037 GT_GAN_Feat: 19.262 F_Flow: 109.910 F_Warp: 2.604 W: 5.956 D_real: 1.244 D_fake: 1.471 DT_real: 0.878 DT_fake: 1.021 (epoch: 51, iters: 1800, time: 2.106) G_GAN: 3.475 G_GAN_Feat: 24.893 G_VGG: 9.263 GT_GAN: 1.952 GT_GAN_Feat: 27.537 F_Flow: 155.045 F_Warp: 4.184 W: 8.810 D_real: 1.074 D_fake: 1.177 DT_real: 0.598 DT_fake: 1.080 (epoch: 51, iters: 2000, time: 2.119) G_GAN: 3.268 G_GAN_Feat: 22.841 G_VGG: 8.869 GT_GAN: 2.700 GT_GAN_Feat: 20.632 F_Flow: 110.465 F_Warp: 2.711 W: 6.027 D_real: 1.055 D_fake: 1.271 DT_real: 0.956 DT_fake: 0.733 saving the latest model (epoch 51, total_steps 502000) (epoch: 51, iters: 2200, time: 2.108) G_GAN: 3.363 G_GAN_Feat: 21.920 G_VGG: 9.058 GT_GAN: 2.358 GT_GAN_Feat: 21.808 F_Flow: 109.308 F_Warp: 3.236 W: 6.640 D_real: 0.745 D_fake: 1.169 DT_real: 0.496 DT_fake: 1.014 (epoch: 51, iters: 2400, time: 2.119) G_GAN: 3.071 G_GAN_Feat: 22.500 G_VGG: 8.334 GT_GAN: 2.475 GT_GAN_Feat: 23.507 F_Flow: 93.453 F_Warp: 3.459 W: 7.559 D_real: 1.670 D_fake: 1.177 DT_real: 0.563 DT_fake: 0.863 (epoch: 51, iters: 2600, time: 2.108) G_GAN: 3.511 G_GAN_Feat: 22.046 G_VGG: 9.897 GT_GAN: 3.390 GT_GAN_Feat: 24.858 F_Flow: 114.199 F_Warp: 2.947 W: 6.791 D_real: 0.934 D_fake: 1.207 DT_real: 0.607 DT_fake: 0.494 (epoch: 51, iters: 2800, time: 2.113) G_GAN: 3.781 G_GAN_Feat: 22.890 G_VGG: 9.590 GT_GAN: 3.076 GT_GAN_Feat: 25.237 F_Flow: 148.776 F_Warp: 3.495 W: 7.536 D_real: 1.089 D_fake: 0.892 DT_real: 0.769 DT_fake: 0.645 (epoch: 51, iters: 3000, time: 2.121) G_GAN: 3.574 G_GAN_Feat: 21.370 G_VGG: 8.931 GT_GAN: 4.328 GT_GAN_Feat: 21.386 F_Flow: 120.675 F_Warp: 2.729 W: 6.273 D_real: 0.659 D_fake: 0.947 DT_real: 0.860 DT_fake: 0.177 saving the latest model (epoch 51, total_steps 503000) (epoch: 51, iters: 3200, time: 2.110) G_GAN: 3.508 G_GAN_Feat: 21.503 G_VGG: 9.247 GT_GAN: 3.951 GT_GAN_Feat: 21.137 F_Flow: 127.732 F_Warp: 3.010 W: 6.456 D_real: 0.693 D_fake: 1.320 DT_real: 0.996 DT_fake: 0.229 (epoch: 51, iters: 3400, time: 2.117) G_GAN: 2.837 G_GAN_Feat: 23.125 G_VGG: 8.342 GT_GAN: 3.315 GT_GAN_Feat: 24.154 F_Flow: 88.732 F_Warp: 2.888 W: 6.959 D_real: 1.330 D_fake: 1.506 DT_real: 0.724 DT_fake: 0.556 (epoch: 51, iters: 3600, time: 2.112) G_GAN: 2.723 G_GAN_Feat: 22.499 G_VGG: 8.690 GT_GAN: 4.335 GT_GAN_Feat: 21.398 F_Flow: 106.453 F_Warp: 2.328 W: 5.997 D_real: 1.275 D_fake: 1.727 DT_real: 1.247 DT_fake: 0.149 (epoch: 51, iters: 3800, time: 2.113) G_GAN: 3.846 G_GAN_Feat: 24.659 G_VGG: 10.557 GT_GAN: 4.513 GT_GAN_Feat: 24.753 F_Flow: 98.799 F_Warp: 3.921 W: 8.045 D_real: 0.761 D_fake: 0.928 DT_real: 0.941 DT_fake: 0.097 (epoch: 51, iters: 4000, time: 2.104) G_GAN: 3.452 G_GAN_Feat: 22.948 G_VGG: 9.549 GT_GAN: 1.560 GT_GAN_Feat: 24.809 F_Flow: 129.955 F_Warp: 3.460 W: 6.931 D_real: 0.803 D_fake: 1.127 DT_real: 0.082 DT_fake: 1.442 saving the latest model (epoch 51, total_steps 504000) (epoch: 51, iters: 4200, time: 2.101) G_GAN: 3.469 G_GAN_Feat: 21.840 G_VGG: 8.564 GT_GAN: 5.011 GT_GAN_Feat: 21.855 F_Flow: 101.857 F_Warp: 2.450 W: 5.601 D_real: 0.906 D_fake: 1.064 DT_real: 1.344 DT_fake: 0.039 (epoch: 51, iters: 4400, time: 2.113) G_GAN: 3.382 G_GAN_Feat: 23.248 G_VGG: 9.595 GT_GAN: 4.414 GT_GAN_Feat: 24.603 F_Flow: 124.539 F_Warp: 3.298 W: 7.315 D_real: 0.576 D_fake: 1.199 DT_real: 1.207 DT_fake: 0.139 (epoch: 51, iters: 4600, time: 2.104) G_GAN: 3.218 G_GAN_Feat: 22.132 G_VGG: 9.191 GT_GAN: 4.796 GT_GAN_Feat: 26.420 F_Flow: 129.441 F_Warp: 2.910 W: 6.549 D_real: 0.857 D_fake: 1.423 DT_real: 0.364 DT_fake: 0.058 (epoch: 51, iters: 4800, time: 2.121) G_GAN: 3.559 G_GAN_Feat: 23.646 G_VGG: 9.126 GT_GAN: 3.911 GT_GAN_Feat: 23.772 F_Flow: 125.489 F_Warp: 3.164 W: 7.435 D_real: 0.607 D_fake: 1.017 DT_real: 0.714 DT_fake: 0.490 (epoch: 51, iters: 5000, time: 2.110) G_GAN: 3.069 G_GAN_Feat: 21.823 G_VGG: 8.017 GT_GAN: 1.804 GT_GAN_Feat: 23.690 F_Flow: 95.447 F_Warp: 2.082 W: 5.263 D_real: 0.856 D_fake: 1.264 DT_real: 0.083 DT_fake: 1.487 saving the latest model (epoch 51, total_steps 505000) (epoch: 51, iters: 5200, time: 2.112) G_GAN: 3.602 G_GAN_Feat: 24.264 G_VGG: 9.667 GT_GAN: 5.246 GT_GAN_Feat: 26.365 F_Flow: 130.772 F_Warp: 3.291 W: 7.401 D_real: 0.906 D_fake: 0.942 DT_real: 0.845 DT_fake: 0.024 (epoch: 51, iters: 5400, time: 2.109) G_GAN: 3.610 G_GAN_Feat: 24.317 G_VGG: 9.902 GT_GAN: 3.633 GT_GAN_Feat: 27.931 F_Flow: 105.832 F_Warp: 3.224 W: 7.703 D_real: 0.486 D_fake: 0.948 DT_real: 0.444 DT_fake: 0.607 (epoch: 51, iters: 5600, time: 2.128) G_GAN: 4.106 G_GAN_Feat: 25.229 G_VGG: 9.934 GT_GAN: 4.603 GT_GAN_Feat: 26.079 F_Flow: 99.382 F_Warp: 3.575 W: 7.440 D_real: 0.856 D_fake: 0.784 DT_real: 0.719 DT_fake: 0.126 (epoch: 51, iters: 5800, time: 2.127) G_GAN: 4.440 G_GAN_Feat: 24.687 G_VGG: 9.874 GT_GAN: 3.556 GT_GAN_Feat: 26.500 F_Flow: 86.739 F_Warp: 3.218 W: 7.069 D_real: 0.644 D_fake: 0.514 DT_real: 0.532 DT_fake: 0.438 (epoch: 51, iters: 6000, time: 2.102) G_GAN: 4.153 G_GAN_Feat: 24.014 G_VGG: 9.404 GT_GAN: 4.748 GT_GAN_Feat: 25.949 F_Flow: 114.204 F_Warp: 3.189 W: 7.085 D_real: 0.652 D_fake: 0.755 DT_real: 0.998 DT_fake: 0.180 saving the latest model (epoch 51, total_steps 506000) (epoch: 51, iters: 6200, time: 2.110) G_GAN: 3.509 G_GAN_Feat: 22.099 G_VGG: 9.093 GT_GAN: 3.133 GT_GAN_Feat: 24.506 F_Flow: 103.075 F_Warp: 3.059 W: 6.902 D_real: 1.156 D_fake: 1.069 DT_real: 0.268 DT_fake: 0.402 (epoch: 51, iters: 6400, time: 2.109) G_GAN: 3.967 G_GAN_Feat: 22.746 G_VGG: 9.802 GT_GAN: 5.209 GT_GAN_Feat: 23.347 F_Flow: 108.788 F_Warp: 3.085 W: 6.980 D_real: 0.646 D_fake: 0.803 DT_real: 1.801 DT_fake: 0.048 (epoch: 51, iters: 6600, time: 2.116) G_GAN: 4.078 G_GAN_Feat: 24.452 G_VGG: 9.685 GT_GAN: 5.110 GT_GAN_Feat: 28.882 F_Flow: 119.184 F_Warp: 3.856 W: 7.564 D_real: 0.484 D_fake: 0.955 DT_real: 0.355 DT_fake: 0.082 (epoch: 51, iters: 6800, time: 2.106) G_GAN: 3.788 G_GAN_Feat: 22.010 G_VGG: 9.104 GT_GAN: 4.135 GT_GAN_Feat: 24.956 F_Flow: 107.362 F_Warp: 2.665 W: 6.549 D_real: 0.680 D_fake: 0.981 DT_real: 0.702 DT_fake: 0.312 (epoch: 51, iters: 7000, time: 2.120) G_GAN: 3.105 G_GAN_Feat: 20.441 G_VGG: 8.046 GT_GAN: 5.887 GT_GAN_Feat: 27.387 F_Flow: 97.429 F_Warp: 2.848 W: 6.783 D_real: 1.023 D_fake: 1.075 DT_real: 0.565 DT_fake: 0.111 saving the latest model (epoch 51, total_steps 507000) (epoch: 51, iters: 7200, time: 2.121) G_GAN: 3.968 G_GAN_Feat: 22.306 G_VGG: 9.129 GT_GAN: 5.109 GT_GAN_Feat: 25.599 F_Flow: 100.742 F_Warp: 2.715 W: 5.906 D_real: 0.617 D_fake: 0.864 DT_real: 0.588 DT_fake: 0.067 (epoch: 51, iters: 7400, time: 2.115) G_GAN: 3.609 G_GAN_Feat: 22.871 G_VGG: 9.277 GT_GAN: 4.008 GT_GAN_Feat: 24.962 F_Flow: 89.084 F_Warp: 2.653 W: 6.461 D_real: 1.031 D_fake: 0.966 DT_real: 0.391 DT_fake: 0.407 (epoch: 51, iters: 7600, time: 2.115) G_GAN: 3.846 G_GAN_Feat: 23.209 G_VGG: 9.219 GT_GAN: 5.103 GT_GAN_Feat: 24.940 F_Flow: 110.266 F_Warp: 2.746 W: 6.722 D_real: 0.864 D_fake: 1.094 DT_real: 0.764 DT_fake: 0.123 (epoch: 51, iters: 7800, time: 2.124) G_GAN: 3.671 G_GAN_Feat: 24.583 G_VGG: 9.837 GT_GAN: 3.414 GT_GAN_Feat: 26.123 F_Flow: 103.613 F_Warp: 3.276 W: 7.348 D_real: 1.172 D_fake: 1.146 DT_real: 0.486 DT_fake: 0.602 (epoch: 51, iters: 8000, time: 2.119) G_GAN: 3.789 G_GAN_Feat: 23.279 G_VGG: 9.324 GT_GAN: 5.008 GT_GAN_Feat: 24.463 F_Flow: 118.120 F_Warp: 3.208 W: 7.132 D_real: 0.887 D_fake: 0.864 DT_real: 0.537 DT_fake: 0.082 saving the latest model (epoch 51, total_steps 508000) (epoch: 51, iters: 8200, time: 2.122) G_GAN: 4.145 G_GAN_Feat: 21.635 G_VGG: 8.718 GT_GAN: 4.964 GT_GAN_Feat: 24.390 F_Flow: 92.541 F_Warp: 2.787 W: 6.522 D_real: 0.721 D_fake: 0.651 DT_real: 0.372 DT_fake: 0.215 (epoch: 51, iters: 8400, time: 2.121) G_GAN: 3.697 G_GAN_Feat: 23.298 G_VGG: 9.387 GT_GAN: 4.036 GT_GAN_Feat: 25.777 F_Flow: 67.466 F_Warp: 3.595 W: 6.836 D_real: 0.816 D_fake: 0.994 DT_real: 0.458 DT_fake: 0.212 (epoch: 51, iters: 8600, time: 2.112) G_GAN: 3.970 G_GAN_Feat: 24.778 G_VGG: 10.024 GT_GAN: 5.174 GT_GAN_Feat: 27.331 F_Flow: 100.921 F_Warp: 3.657 W: 7.709 D_real: 0.628 D_fake: 1.155 DT_real: 0.792 DT_fake: 0.098 (epoch: 51, iters: 8800, time: 2.120) G_GAN: 4.608 G_GAN_Feat: 26.109 G_VGG: 10.133 GT_GAN: 3.889 GT_GAN_Feat: 25.873 F_Flow: 121.365 F_Warp: 3.707 W: 7.810 D_real: 0.852 D_fake: 0.623 DT_real: 0.671 DT_fake: 0.198 (epoch: 51, iters: 9000, time: 2.122) G_GAN: 3.448 G_GAN_Feat: 20.872 G_VGG: 8.915 GT_GAN: 2.776 GT_GAN_Feat: 23.979 F_Flow: 110.092 F_Warp: 2.882 W: 6.574 D_real: 1.152 D_fake: 1.044 DT_real: 0.618 DT_fake: 0.814 saving the latest model (epoch 51, total_steps 509000) (epoch: 51, iters: 9200, time: 2.113) G_GAN: 3.882 G_GAN_Feat: 24.878 G_VGG: 9.632 GT_GAN: 5.096 GT_GAN_Feat: 26.385 F_Flow: 83.450 F_Warp: 2.617 W: 6.222 D_real: 0.666 D_fake: 1.079 DT_real: 0.121 DT_fake: 0.143 (epoch: 51, iters: 9400, time: 2.121) G_GAN: 4.298 G_GAN_Feat: 23.289 G_VGG: 9.610 GT_GAN: 3.537 GT_GAN_Feat: 27.230 F_Flow: 109.256 F_Warp: 3.083 W: 6.675 D_real: 0.608 D_fake: 0.641 DT_real: 0.288 DT_fake: 0.154 (epoch: 51, iters: 9600, time: 2.113) G_GAN: 4.168 G_GAN_Feat: 23.331 G_VGG: 9.103 GT_GAN: 4.087 GT_GAN_Feat: 26.013 F_Flow: 103.089 F_Warp: 2.739 W: 6.137 D_real: 0.575 D_fake: 0.741 DT_real: 0.351 DT_fake: 0.542 (epoch: 51, iters: 9800, time: 2.106) G_GAN: 4.498 G_GAN_Feat: 22.789 G_VGG: 9.485 GT_GAN: 5.926 GT_GAN_Feat: 24.718 F_Flow: 107.659 F_Warp: 2.879 W: 6.467 D_real: 0.577 D_fake: 0.694 DT_real: 0.406 DT_fake: 0.087 (epoch: 51, iters: 10000, time: 2.115) G_GAN: 3.588 G_GAN_Feat: 20.120 G_VGG: 7.925 GT_GAN: 3.938 GT_GAN_Feat: 24.962 F_Flow: 100.816 F_Warp: 2.288 W: 5.187 D_real: 0.528 D_fake: 1.237 DT_real: 0.263 DT_fake: 0.777 saving the latest model (epoch 51, total_steps 510000) End of epoch 51 / 100 Time Taken: 21909 sec update learning rate: 0.000039 -> 0.000038 (epoch: 52, iters: 200, time: 2.122) G_GAN: 3.768 G_GAN_Feat: 21.400 G_VGG: 8.800 GT_GAN: 5.749 GT_GAN_Feat: 26.002 F_Flow: 119.318 F_Warp: 2.994 W: 6.531 D_real: 0.660 D_fake: 1.038 DT_real: 0.488 DT_fake: 0.093 (epoch: 52, iters: 400, time: 2.103) G_GAN: 3.746 G_GAN_Feat: 23.625 G_VGG: 8.921 GT_GAN: 4.793 GT_GAN_Feat: 24.777 F_Flow: 88.977 F_Warp: 2.950 W: 7.117 D_real: 0.875 D_fake: 0.931 DT_real: 0.550 DT_fake: 0.144 (epoch: 52, iters: 600, time: 2.107) G_GAN: 3.552 G_GAN_Feat: 22.660 G_VGG: 8.153 GT_GAN: 5.912 GT_GAN_Feat: 26.500 F_Flow: 118.758 F_Warp: 2.915 W: 6.623 D_real: 1.139 D_fake: 1.021 DT_real: 0.831 DT_fake: 0.040 (epoch: 52, iters: 800, time: 2.109) G_GAN: 4.721 G_GAN_Feat: 24.642 G_VGG: 8.590 GT_GAN: 5.446 GT_GAN_Feat: 25.903 F_Flow: 102.742 F_Warp: 3.009 W: 6.871 D_real: 0.383 D_fake: 0.650 DT_real: 0.682 DT_fake: 0.107 (epoch: 52, iters: 1000, time: 2.102) G_GAN: 3.820 G_GAN_Feat: 22.463 G_VGG: 8.735 GT_GAN: 2.186 GT_GAN_Feat: 25.781 F_Flow: 118.254 F_Warp: 2.894 W: 6.263 D_real: 0.551 D_fake: 0.963 DT_real: 0.005 DT_fake: 1.320 saving the latest model (epoch 52, total_steps 511000) (epoch: 52, iters: 1200, time: 2.100) G_GAN: 3.845 G_GAN_Feat: 22.048 G_VGG: 8.590 GT_GAN: 4.142 GT_GAN_Feat: 25.181 F_Flow: 79.034 F_Warp: 2.815 W: 6.154 D_real: 0.681 D_fake: 0.997 DT_real: 0.381 DT_fake: 0.323 (epoch: 52, iters: 1400, time: 2.097) G_GAN: 4.458 G_GAN_Feat: 23.254 G_VGG: 9.531 GT_GAN: 5.638 GT_GAN_Feat: 27.484 F_Flow: 121.655 F_Warp: 2.955 W: 6.469 D_real: 0.419 D_fake: 0.575 DT_real: 1.133 DT_fake: 0.088 ================ Training Loss (Fri Feb 28 13:46:22 2020) ================ ---------- Networks initialized ------------- ---------- Optimizers initialized ------------- update learning rate: 0.000400 -> 0.000040 ---------- Now start training multiple frames ------------- network loaded from ./checkpoints/face_512/latest_net_G.pth network loaded from ./checkpoints/face_512/latest_net_D.pth network loaded from ./checkpoints/face_512/latest_net_DT.pth update learning rate: 0.000040 -> 0.000038